warning: commands will be executed using /bin/sh
job 2582 at Sat Mar 29 20:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 5355296 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1785098 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 93726 members 
Mstep: Class 3 contains 94221 members 
Mstep: Class 4 contains 94006 members 
Mstep: Class 5 contains 94162 members 
Mstep: Class 6 contains 93953 members 
Mstep: Class 7 contains 94677 members 
Mstep: Class 8 contains 93706 members 
Mstep: Class 9 contains 93991 members 
Mstep: Class 10 contains 93758 members 
Mstep: Class 11 contains 93593 members 
Mstep: Class 12 contains 93781 members 
Mstep: Class 13 contains 94528 members 
Mstep: Class 14 contains 93599 members 
Mstep: Class 15 contains 94170 members 
Mstep: Class 16 contains 94202 members 
Mstep: Class 17 contains 93831 members 
Mstep: Class 18 contains 94174 members 
Mstep: Class 19 contains 93304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1252.461792 but Gain 3569.953125
Score: -196984816.000000 Penalty: 64259.210938
Iteration 0F: 19 clusters Score -1.969848e+08 nChanged 1685852
Entering Unmasked Mstep 
Mstep: Class 0 contains 2635 members 
Mstep: Class 1 contains 216917 members 
Mstep: Class 2 contains 40902 members 
Mstep: Class 4 contains 83194 members 
Mstep: Class 5 contains 161536 members 
Mstep: Class 6 contains 111655 members 
Mstep: Class 7 contains 73074 members 
Mstep: Class 8 contains 61154 members 
Mstep: Class 9 contains 93200 members 
Mstep: Class 10 contains 109613 members 
Mstep: Class 11 contains 111809 members 
Mstep: Class 12 contains 128786 members 
Mstep: Class 13 contains 41150 members 
Mstep: Class 14 contains 52928 members 
Mstep: Class 15 contains 204477 members 
Mstep: Class 16 contains 49351 members 
Mstep: Class 17 contains 62122 members 
Mstep: Class 18 contains 56847 members 
Mstep: Class 19 contains 123748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -200968992.000000 Penalty: 64259.210938
Iteration 1F: 19 clusters Score -2.00969e+08 nChanged 719207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2387 members 
Mstep: Class 1 contains 289885 members 
Mstep: Class 2 contains 44008 members 
Mstep: Class 4 contains 82638 members 
Mstep: Class 5 contains 137618 members 
Mstep: Class 6 contains 84993 members 
Mstep: Class 7 contains 104311 members 
Mstep: Class 8 contains 39908 members 
Mstep: Class 9 contains 97152 members 
Mstep: Class 10 contains 97099 members 
Mstep: Class 11 contains 139568 members 
Mstep: Class 12 contains 97365 members 
Mstep: Class 13 contains 30590 members 
Mstep: Class 14 contains 37656 members 
Mstep: Class 15 contains 245316 members 
Mstep: Class 16 contains 45807 members 
Mstep: Class 17 contains 62017 members 
Mstep: Class 18 contains 37336 members 
Mstep: Class 19 contains 109444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -202503408.000000 Penalty: 64259.210938
Iteration 2F: 19 clusters Score -2.025034e+08 nChanged 579518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2053 members 
Mstep: Class 1 contains 264380 members 
Mstep: Class 2 contains 60150 members 
Mstep: Class 4 contains 80635 members 
Mstep: Class 5 contains 109748 members 
Mstep: Class 6 contains 73223 members 
Mstep: Class 7 contains 153960 members 
Mstep: Class 8 contains 19349 members 
Mstep: Class 9 contains 99827 members 
Mstep: Class 10 contains 95001 members 
Mstep: Class 11 contains 199707 members 
Mstep: Class 12 contains 80617 members 
Mstep: Class 13 contains 22116 members 
Mstep: Class 14 contains 35610 members 
Mstep: Class 15 contains 238157 members 
Mstep: Class 16 contains 37683 members 
Mstep: Class 17 contains 58456 members 
Mstep: Class 18 contains 32582 members 
Mstep: Class 19 contains 121844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -203576592.000000 Penalty: 64259.210938
Iteration 3F: 19 clusters Score -2.035766e+08 nChanged 433563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1292 members 
Mstep: Class 1 contains 217586 members 
Mstep: Class 2 contains 70048 members 
Mstep: Class 4 contains 88317 members 
Mstep: Class 5 contains 89563 members 
Mstep: Class 6 contains 70945 members 
Mstep: Class 7 contains 201796 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 96257 members 
Mstep: Class 10 contains 86988 members 
Mstep: Class 11 contains 239191 members 
Mstep: Class 12 contains 69091 members 
Mstep: Class 13 contains 15920 members 
Mstep: Class 14 contains 31676 members 
Mstep: Class 15 contains 221420 members 
Mstep: Class 16 contains 25839 members 
Mstep: Class 17 contains 57076 members 
Mstep: Class 18 contains 32850 members 
Mstep: Class 19 contains 157672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204238976.000000 Penalty: 64259.210938
Iteration 4F: 19 clusters Score -2.04239e+08 nChanged 312472
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 181869 members 
Mstep: Class 2 contains 73158 members 
Mstep: Class 4 contains 103780 members 
Mstep: Class 5 contains 78903 members 
Mstep: Class 6 contains 72832 members 
Mstep: Class 7 contains 236887 members 
Mstep: Class 8 contains 10927 members 
Mstep: Class 9 contains 86607 members 
Mstep: Class 10 contains 73954 members 
Mstep: Class 11 contains 246793 members 
Mstep: Class 12 contains 59242 members 
Mstep: Class 13 contains 12469 members 
Mstep: Class 14 contains 27178 members 
Mstep: Class 15 contains 216665 members 
Mstep: Class 16 contains 14865 members 
Mstep: Class 17 contains 62696 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 193585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204654976.000000 Penalty: 64259.210938
Iteration 5F: 19 clusters Score -2.04655e+08 nChanged 221383
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 162259 members 
Mstep: Class 2 contains 72642 members 
Mstep: Class 4 contains 115269 members 
Mstep: Class 5 contains 72441 members 
Mstep: Class 6 contains 77706 members 
Mstep: Class 7 contains 253861 members 
Mstep: Class 8 contains 14052 members 
Mstep: Class 9 contains 76689 members 
Mstep: Class 10 contains 60974 members 
Mstep: Class 11 contains 244988 members 
Mstep: Class 12 contains 51995 members 
Mstep: Class 13 contains 11043 members 
Mstep: Class 14 contains 24244 members 
Mstep: Class 15 contains 214295 members 
Mstep: Class 16 contains 7215 members 
Mstep: Class 17 contains 72334 members 
Mstep: Class 18 contains 32300 members 
Mstep: Class 19 contains 220523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204886576.000000 Penalty: 64259.210938
Iteration 6F: 19 clusters Score -2.048866e+08 nChanged 159017
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 71140 members 
Mstep: Class 4 contains 121691 members 
Mstep: Class 5 contains 66521 members 
Mstep: Class 6 contains 83237 members 
Mstep: Class 7 contains 257019 members 
Mstep: Class 8 contains 18147 members 
Mstep: Class 9 contains 69145 members 
Mstep: Class 10 contains 49960 members 
Mstep: Class 11 contains 241720 members 
Mstep: Class 12 contains 47657 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 22550 members 
Mstep: Class 15 contains 210337 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 81837 members 
Mstep: Class 18 contains 33169 members 
Mstep: Class 19 contains 239663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205028544.000000 Penalty: 64259.210938
Iteration 7F: 19 clusters Score -2.050285e+08 nChanged 121232
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 69483 members 
Mstep: Class 4 contains 125627 members 
Mstep: Class 5 contains 61632 members 
Mstep: Class 6 contains 87505 members 
Mstep: Class 7 contains 253878 members 
Mstep: Class 8 contains 22080 members 
Mstep: Class 9 contains 64558 members 
Mstep: Class 10 contains 41016 members 
Mstep: Class 11 contains 238446 members 
Mstep: Class 12 contains 44704 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 21742 members 
Mstep: Class 15 contains 206179 members 
Mstep: Class 16 contains 3430 members 
Mstep: Class 17 contains 89494 members 
Mstep: Class 18 contains 34256 members 
Mstep: Class 19 contains 254279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205111792.000000 Penalty: 64259.210938
Iteration 8F: 19 clusters Score -2.051118e+08 nChanged 95782
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 157765 members 
Mstep: Class 2 contains 67761 members 
Mstep: Class 4 contains 128541 members 
Mstep: Class 5 contains 57614 members 
Mstep: Class 6 contains 90096 members 
Mstep: Class 7 contains 247462 members 
Mstep: Class 8 contains 25506 members 
Mstep: Class 9 contains 61995 members 
Mstep: Class 10 contains 34140 members 
Mstep: Class 11 contains 234786 members 
Mstep: Class 12 contains 41714 members 
Mstep: Class 13 contains 12961 members 
Mstep: Class 14 contains 21733 members 
Mstep: Class 15 contains 202825 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 95675 members 
Mstep: Class 18 contains 35246 members 
Mstep: Class 19 contains 266054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205163536.000000 Penalty: 64259.210938
Iteration 9F: 19 clusters Score -2.051635e+08 nChanged 76915
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 163200 members 
Mstep: Class 2 contains 65939 members 
Mstep: Class 4 contains 130546 members 
Mstep: Class 5 contains 54359 members 
Mstep: Class 6 contains 91694 members 
Mstep: Class 7 contains 238725 members 
Mstep: Class 8 contains 28331 members 
Mstep: Class 9 contains 61238 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 230971 members 
Mstep: Class 12 contains 39223 members 
Mstep: Class 13 contains 14634 members 
Mstep: Class 14 contains 22240 members 
Mstep: Class 15 contains 200163 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 100577 members 
Mstep: Class 18 contains 36152 members 
Mstep: Class 19 contains 275126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205198160.000000 Penalty: 64259.210938
Iteration 10Q: 19 clusters Score -2.051982e+08 nChanged 64483
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 64141 members 
Mstep: Class 4 contains 131695 members 
Mstep: Class 5 contains 51683 members 
Mstep: Class 6 contains 92796 members 
Mstep: Class 7 contains 228117 members 
Mstep: Class 8 contains 30590 members 
Mstep: Class 9 contains 61740 members 
Mstep: Class 10 contains 24756 members 
Mstep: Class 11 contains 227055 members 
Mstep: Class 12 contains 37341 members 
Mstep: Class 13 contains 16445 members 
Mstep: Class 14 contains 23077 members 
Mstep: Class 15 contains 198184 members 
Mstep: Class 16 contains 3073 members 
Mstep: Class 17 contains 104587 members 
Mstep: Class 18 contains 36990 members 
Mstep: Class 19 contains 281811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205224736.000000 Penalty: 64259.210938
Iteration 11Q: 19 clusters Score -2.052247e+08 nChanged 55257
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 62416 members 
Mstep: Class 4 contains 132137 members 
Mstep: Class 5 contains 49687 members 
Mstep: Class 6 contains 93757 members 
Mstep: Class 7 contains 216208 members 
Mstep: Class 8 contains 32377 members 
Mstep: Class 9 contains 62906 members 
Mstep: Class 10 contains 21602 members 
Mstep: Class 11 contains 223479 members 
Mstep: Class 12 contains 35867 members 
Mstep: Class 13 contains 18291 members 
Mstep: Class 14 contains 24158 members 
Mstep: Class 15 contains 196675 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 107922 members 
Mstep: Class 18 contains 37726 members 
Mstep: Class 19 contains 286752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205240944.000000 Penalty: 64259.210938
Iteration 12Q: 19 clusters Score -2.052409e+08 nChanged 49190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 189415 members 
Mstep: Class 2 contains 60855 members 
Mstep: Class 4 contains 132179 members 
Mstep: Class 5 contains 48185 members 
Mstep: Class 6 contains 94780 members 
Mstep: Class 7 contains 203924 members 
Mstep: Class 8 contains 33875 members 
Mstep: Class 9 contains 64264 members 
Mstep: Class 10 contains 19275 members 
Mstep: Class 11 contains 220152 members 
Mstep: Class 12 contains 34819 members 
Mstep: Class 13 contains 20122 members 
Mstep: Class 14 contains 25249 members 
Mstep: Class 15 contains 195727 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 110593 members 
Mstep: Class 18 contains 38379 members 
Mstep: Class 19 contains 290223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205252112.000000 Penalty: 64259.210938
Iteration 13Q: 19 clusters Score -2.052521e+08 nChanged 43325
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 198403 members 
Mstep: Class 2 contains 59454 members 
Mstep: Class 4 contains 132025 members 
Mstep: Class 5 contains 46983 members 
Mstep: Class 6 contains 95828 members 
Mstep: Class 7 contains 192184 members 
Mstep: Class 8 contains 35173 members 
Mstep: Class 9 contains 65525 members 
Mstep: Class 10 contains 17527 members 
Mstep: Class 11 contains 217216 members 
Mstep: Class 12 contains 33941 members 
Mstep: Class 13 contains 21738 members 
Mstep: Class 14 contains 26182 members 
Mstep: Class 15 contains 195468 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 112797 members 
Mstep: Class 18 contains 38980 members 
Mstep: Class 19 contains 292595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205263040.000000 Penalty: 64259.210938
Iteration 14Q: 19 clusters Score -2.05263e+08 nChanged 38350
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 206678 members 
Mstep: Class 2 contains 58151 members 
Mstep: Class 4 contains 131699 members 
Mstep: Class 5 contains 46132 members 
Mstep: Class 6 contains 96857 members 
Mstep: Class 7 contains 181561 members 
Mstep: Class 8 contains 36203 members 
Mstep: Class 9 contains 66650 members 
Mstep: Class 10 contains 16138 members 
Mstep: Class 11 contains 214749 members 
Mstep: Class 12 contains 33140 members 
Mstep: Class 13 contains 23166 members 
Mstep: Class 14 contains 26978 members 
Mstep: Class 15 contains 195673 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 114537 members 
Mstep: Class 18 contains 39545 members 
Mstep: Class 19 contains 294166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205268368.000000 Penalty: 64259.210938
Iteration 15Q: 19 clusters Score -2.052684e+08 nChanged 34304
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 213681 members 
Mstep: Class 2 contains 56987 members 
Mstep: Class 4 contains 131205 members 
Mstep: Class 5 contains 45453 members 
Mstep: Class 6 contains 98019 members 
Mstep: Class 7 contains 172503 members 
Mstep: Class 8 contains 37097 members 
Mstep: Class 9 contains 67728 members 
Mstep: Class 10 contains 14938 members 
Mstep: Class 11 contains 212704 members 
Mstep: Class 12 contains 32479 members 
Mstep: Class 13 contains 24355 members 
Mstep: Class 14 contains 27654 members 
Mstep: Class 15 contains 196278 members 
Mstep: Class 16 contains 3040 members 
Mstep: Class 17 contains 115973 members 
Mstep: Class 18 contains 40144 members 
Mstep: Class 19 contains 294825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205275232.000000 Penalty: 64259.210938
Iteration 16Q: 19 clusters Score -2.052752e+08 nChanged 30419
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 219044 members 
Mstep: Class 2 contains 56003 members 
Mstep: Class 4 contains 130662 members 
Mstep: Class 5 contains 44947 members 
Mstep: Class 6 contains 99171 members 
Mstep: Class 7 contains 165263 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 68730 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 211015 members 
Mstep: Class 12 contains 31828 members 
Mstep: Class 13 contains 25353 members 
Mstep: Class 14 contains 28137 members 
Mstep: Class 15 contains 197181 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 117185 members 
Mstep: Class 18 contains 40759 members 
Mstep: Class 19 contains 294903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205279120.000000 Penalty: 64259.210938
Iteration 17Q: 19 clusters Score -2.052791e+08 nChanged 27224
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 222870 members 
Mstep: Class 2 contains 55103 members 
Mstep: Class 4 contains 130051 members 
Mstep: Class 5 contains 44691 members 
Mstep: Class 6 contains 100112 members 
Mstep: Class 7 contains 159901 members 
Mstep: Class 8 contains 38836 members 
Mstep: Class 9 contains 69788 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 209551 members 
Mstep: Class 12 contains 31201 members 
Mstep: Class 13 contains 26263 members 
Mstep: Class 14 contains 28498 members 
Mstep: Class 15 contains 198245 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 118306 members 
Mstep: Class 18 contains 41366 members 
Mstep: Class 19 contains 294395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205284000.000000 Penalty: 64259.210938
Iteration 18Q: 19 clusters Score -2.05284e+08 nChanged 24793
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 225307 members 
Mstep: Class 2 contains 54382 members 
Mstep: Class 4 contains 129489 members 
Mstep: Class 5 contains 44434 members 
Mstep: Class 6 contains 100959 members 
Mstep: Class 7 contains 156235 members 
Mstep: Class 8 contains 39661 members 
Mstep: Class 9 contains 70860 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 208304 members 
Mstep: Class 12 contains 30600 members 
Mstep: Class 13 contains 27012 members 
Mstep: Class 14 contains 28695 members 
Mstep: Class 15 contains 199445 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 119264 members 
Mstep: Class 18 contains 41981 members 
Mstep: Class 19 contains 293457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205289616.000000 Penalty: 64259.210938
Iteration 19Q: 19 clusters Score -2.052896e+08 nChanged 22772
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 226736 members 
Mstep: Class 2 contains 53768 members 
Mstep: Class 4 contains 128883 members 
Mstep: Class 5 contains 44359 members 
Mstep: Class 6 contains 101696 members 
Mstep: Class 7 contains 153790 members 
Mstep: Class 8 contains 40503 members 
Mstep: Class 9 contains 72070 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 207182 members 
Mstep: Class 12 contains 29998 members 
Mstep: Class 13 contains 27646 members 
Mstep: Class 14 contains 28837 members 
Mstep: Class 15 contains 200579 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 120033 members 
Mstep: Class 18 contains 42568 members 
Mstep: Class 19 contains 292286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205296000.000000 Penalty: 64259.210938
Iteration 20F: 19 clusters Score -2.05296e+08 nChanged 21652
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 227307 members 
Mstep: Class 2 contains 53152 members 
Mstep: Class 4 contains 128170 members 
Mstep: Class 5 contains 44485 members 
Mstep: Class 6 contains 102331 members 
Mstep: Class 7 contains 152420 members 
Mstep: Class 8 contains 41299 members 
Mstep: Class 9 contains 73483 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 206167 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 28274 members 
Mstep: Class 14 contains 29068 members 
Mstep: Class 15 contains 201590 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 120590 members 
Mstep: Class 18 contains 43111 members 
Mstep: Class 19 contains 291001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205303104.000000 Penalty: 64259.210938
Iteration 21Q: 19 clusters Score -2.053031e+08 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 227055 members 
Mstep: Class 2 contains 52633 members 
Mstep: Class 4 contains 127401 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 102816 members 
Mstep: Class 7 contains 152093 members 
Mstep: Class 8 contains 42028 members 
Mstep: Class 9 contains 75180 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 205298 members 
Mstep: Class 12 contains 28662 members 
Mstep: Class 13 contains 28927 members 
Mstep: Class 14 contains 29245 members 
Mstep: Class 15 contains 202445 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 121038 members 
Mstep: Class 18 contains 43564 members 
Mstep: Class 19 contains 289682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205308832.000000 Penalty: 64259.210938
Iteration 22Q: 19 clusters Score -2.053088e+08 nChanged 20716
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 226099 members 
Mstep: Class 2 contains 52174 members 
Mstep: Class 4 contains 126539 members 
Mstep: Class 5 contains 44984 members 
Mstep: Class 6 contains 103221 members 
Mstep: Class 7 contains 152520 members 
Mstep: Class 8 contains 42740 members 
Mstep: Class 9 contains 77323 members 
Mstep: Class 10 contains 8454 members 
Mstep: Class 11 contains 204499 members 
Mstep: Class 12 contains 27976 members 
Mstep: Class 13 contains 29432 members 
Mstep: Class 14 contains 29397 members 
Mstep: Class 15 contains 203083 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 121357 members 
Mstep: Class 18 contains 43888 members 
Mstep: Class 19 contains 288362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205314800.000000 Penalty: 64259.210938
Iteration 23Q: 19 clusters Score -2.053148e+08 nChanged 20526
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 224621 members 
Mstep: Class 2 contains 51750 members 
Mstep: Class 4 contains 125550 members 
Mstep: Class 5 contains 45245 members 
Mstep: Class 6 contains 103470 members 
Mstep: Class 7 contains 153646 members 
Mstep: Class 8 contains 43341 members 
Mstep: Class 9 contains 80095 members 
Mstep: Class 10 contains 7889 members 
Mstep: Class 11 contains 203788 members 
Mstep: Class 12 contains 27263 members 
Mstep: Class 13 contains 29868 members 
Mstep: Class 14 contains 29509 members 
Mstep: Class 15 contains 203524 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 121493 members 
Mstep: Class 18 contains 44083 members 
Mstep: Class 19 contains 286918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205322928.000000 Penalty: 64259.210938
Iteration 24Q: 19 clusters Score -2.053229e+08 nChanged 20700
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 222663 members 
Mstep: Class 2 contains 51413 members 
Mstep: Class 4 contains 124610 members 
Mstep: Class 5 contains 45363 members 
Mstep: Class 6 contains 103658 members 
Mstep: Class 7 contains 155195 members 
Mstep: Class 8 contains 43842 members 
Mstep: Class 9 contains 83543 members 
Mstep: Class 10 contains 7526 members 
Mstep: Class 11 contains 203170 members 
Mstep: Class 12 contains 26591 members 
Mstep: Class 13 contains 30250 members 
Mstep: Class 14 contains 29597 members 
Mstep: Class 15 contains 203709 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 121506 members 
Mstep: Class 18 contains 44117 members 
Mstep: Class 19 contains 285305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205331536.000000 Penalty: 64259.210938
Iteration 25Q: 19 clusters Score -2.053315e+08 nChanged 20901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 220263 members 
Mstep: Class 2 contains 51132 members 
Mstep: Class 4 contains 123609 members 
Mstep: Class 5 contains 45421 members 
Mstep: Class 6 contains 103816 members 
Mstep: Class 7 contains 157119 members 
Mstep: Class 8 contains 44332 members 
Mstep: Class 9 contains 87433 members 
Mstep: Class 10 contains 7296 members 
Mstep: Class 11 contains 202636 members 
Mstep: Class 12 contains 25895 members 
Mstep: Class 13 contains 30629 members 
Mstep: Class 14 contains 29731 members 
Mstep: Class 15 contains 203570 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 121464 members 
Mstep: Class 18 contains 43896 members 
Mstep: Class 19 contains 283816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205341328.000000 Penalty: 64259.210938
Iteration 26Q: 19 clusters Score -2.053413e+08 nChanged 20951
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 217687 members 
Mstep: Class 2 contains 50911 members 
Mstep: Class 4 contains 122608 members 
Mstep: Class 5 contains 45445 members 
Mstep: Class 6 contains 103831 members 
Mstep: Class 7 contains 159256 members 
Mstep: Class 8 contains 44794 members 
Mstep: Class 9 contains 91539 members 
Mstep: Class 10 contains 7103 members 
Mstep: Class 11 contains 202132 members 
Mstep: Class 12 contains 25239 members 
Mstep: Class 13 contains 30966 members 
Mstep: Class 14 contains 29921 members 
Mstep: Class 15 contains 203041 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 121387 members 
Mstep: Class 18 contains 43556 members 
Mstep: Class 19 contains 282642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205348464.000000 Penalty: 64259.210938
Iteration 27Q: 19 clusters Score -2.053485e+08 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 214902 members 
Mstep: Class 2 contains 50762 members 
Mstep: Class 4 contains 121655 members 
Mstep: Class 5 contains 45384 members 
Mstep: Class 6 contains 103853 members 
Mstep: Class 7 contains 161661 members 
Mstep: Class 8 contains 45155 members 
Mstep: Class 9 contains 95505 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 201681 members 
Mstep: Class 12 contains 24625 members 
Mstep: Class 13 contains 31298 members 
Mstep: Class 14 contains 30064 members 
Mstep: Class 15 contains 202162 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 121268 members 
Mstep: Class 18 contains 43020 members 
Mstep: Class 19 contains 282095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205356096.000000 Penalty: 64259.210938
Iteration 28Q: 19 clusters Score -2.053561e+08 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 212194 members 
Mstep: Class 2 contains 50667 members 
Mstep: Class 4 contains 120731 members 
Mstep: Class 5 contains 45351 members 
Mstep: Class 6 contains 103828 members 
Mstep: Class 7 contains 164022 members 
Mstep: Class 8 contains 45500 members 
Mstep: Class 9 contains 98971 members 
Mstep: Class 10 contains 6856 members 
Mstep: Class 11 contains 201289 members 
Mstep: Class 12 contains 24051 members 
Mstep: Class 13 contains 31631 members 
Mstep: Class 14 contains 30207 members 
Mstep: Class 15 contains 201230 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 121119 members 
Mstep: Class 18 contains 42460 members 
Mstep: Class 19 contains 281952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205361136.000000 Penalty: 64259.210938
Iteration 29Q: 19 clusters Score -2.053611e+08 nChanged 17787
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 209530 members 
Mstep: Class 2 contains 50637 members 
Mstep: Class 4 contains 119953 members 
Mstep: Class 5 contains 45333 members 
Mstep: Class 6 contains 103814 members 
Mstep: Class 7 contains 166360 members 
Mstep: Class 8 contains 45786 members 
Mstep: Class 9 contains 102055 members 
Mstep: Class 10 contains 6766 members 
Mstep: Class 11 contains 200925 members 
Mstep: Class 12 contains 23549 members 
Mstep: Class 13 contains 31932 members 
Mstep: Class 14 contains 30336 members 
Mstep: Class 15 contains 200281 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120993 members 
Mstep: Class 18 contains 41887 members 
Mstep: Class 19 contains 281918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205367136.000000 Penalty: 64259.210938
Iteration 30Q: 19 clusters Score -2.053671e+08 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 207065 members 
Mstep: Class 2 contains 50675 members 
Mstep: Class 4 contains 119251 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 103778 members 
Mstep: Class 7 contains 168573 members 
Mstep: Class 8 contains 46031 members 
Mstep: Class 9 contains 104594 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 200663 members 
Mstep: Class 12 contains 23095 members 
Mstep: Class 13 contains 32249 members 
Mstep: Class 14 contains 30479 members 
Mstep: Class 15 contains 199376 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 120886 members 
Mstep: Class 18 contains 41424 members 
Mstep: Class 19 contains 281972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205371520.000000 Penalty: 64259.210938
Iteration 31Q: 19 clusters Score -2.053715e+08 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 204840 members 
Mstep: Class 2 contains 50748 members 
Mstep: Class 4 contains 118638 members 
Mstep: Class 5 contains 45316 members 
Mstep: Class 6 contains 103725 members 
Mstep: Class 7 contains 170561 members 
Mstep: Class 8 contains 46196 members 
Mstep: Class 9 contains 106655 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 200507 members 
Mstep: Class 12 contains 22638 members 
Mstep: Class 13 contains 32605 members 
Mstep: Class 14 contains 30624 members 
Mstep: Class 15 contains 198587 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 120786 members 
Mstep: Class 18 contains 41073 members 
Mstep: Class 19 contains 281975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205375360.000000 Penalty: 64259.210938
Iteration 32Q: 19 clusters Score -2.053754e+08 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 203091 members 
Mstep: Class 2 contains 50827 members 
Mstep: Class 4 contains 118100 members 
Mstep: Class 5 contains 45371 members 
Mstep: Class 6 contains 103565 members 
Mstep: Class 7 contains 172284 members 
Mstep: Class 8 contains 46302 members 
Mstep: Class 9 contains 108378 members 
Mstep: Class 10 contains 6481 members 
Mstep: Class 11 contains 200414 members 
Mstep: Class 12 contains 22228 members 
Mstep: Class 13 contains 33013 members 
Mstep: Class 14 contains 30753 members 
Mstep: Class 15 contains 197865 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 120667 members 
Mstep: Class 18 contains 40867 members 
Mstep: Class 19 contains 281850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205379472.000000 Penalty: 64259.210938
Iteration 33Q: 19 clusters Score -2.053795e+08 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 201778 members 
Mstep: Class 2 contains 50899 members 
Mstep: Class 4 contains 117660 members 
Mstep: Class 5 contains 45508 members 
Mstep: Class 6 contains 103427 members 
Mstep: Class 7 contains 173543 members 
Mstep: Class 8 contains 46395 members 
Mstep: Class 9 contains 109795 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 200334 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 13 contains 33320 members 
Mstep: Class 14 contains 30894 members 
Mstep: Class 15 contains 197270 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 120606 members 
Mstep: Class 18 contains 40747 members 
Mstep: Class 19 contains 281707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205381056.000000 Penalty: 64259.210938
Iteration 34Q: 19 clusters Score -2.053811e+08 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200819 members 
Mstep: Class 2 contains 51005 members 
Mstep: Class 4 contains 117277 members 
Mstep: Class 5 contains 45672 members 
Mstep: Class 6 contains 103301 members 
Mstep: Class 7 contains 174453 members 
Mstep: Class 8 contains 46452 members 
Mstep: Class 9 contains 110871 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 200298 members 
Mstep: Class 12 contains 21422 members 
Mstep: Class 13 contains 33580 members 
Mstep: Class 14 contains 30992 members 
Mstep: Class 15 contains 196734 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 120521 members 
Mstep: Class 18 contains 40674 members 
Mstep: Class 19 contains 281683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205383072.000000 Penalty: 64259.210938
Iteration 35Q: 19 clusters Score -2.053831e+08 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200255 members 
Mstep: Class 2 contains 51132 members 
Mstep: Class 4 contains 116968 members 
Mstep: Class 5 contains 45799 members 
Mstep: Class 6 contains 103215 members 
Mstep: Class 7 contains 174904 members 
Mstep: Class 8 contains 46510 members 
Mstep: Class 9 contains 111786 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 11 contains 200271 members 
Mstep: Class 12 contains 21113 members 
Mstep: Class 13 contains 33816 members 
Mstep: Class 14 contains 31113 members 
Mstep: Class 15 contains 196272 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 120473 members 
Mstep: Class 18 contains 40591 members 
Mstep: Class 19 contains 281614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205384496.000000 Penalty: 64259.210938
Iteration 36Q: 19 clusters Score -2.053845e+08 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200107 members 
Mstep: Class 2 contains 51271 members 
Mstep: Class 4 contains 116752 members 
Mstep: Class 5 contains 45964 members 
Mstep: Class 6 contains 103105 members 
Mstep: Class 7 contains 174965 members 
Mstep: Class 8 contains 46550 members 
Mstep: Class 9 contains 112455 members 
Mstep: Class 10 contains 6139 members 
Mstep: Class 11 contains 200260 members 
Mstep: Class 12 contains 20867 members 
Mstep: Class 13 contains 33967 members 
Mstep: Class 14 contains 31216 members 
Mstep: Class 15 contains 195845 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 120429 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 281628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205386592.000000 Penalty: 64259.210938
Iteration 37Q: 19 clusters Score -2.053866e+08 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200332 members 
Mstep: Class 2 contains 51423 members 
Mstep: Class 4 contains 116563 members 
Mstep: Class 5 contains 46134 members 
Mstep: Class 6 contains 103022 members 
Mstep: Class 7 contains 174688 members 
Mstep: Class 8 contains 46563 members 
Mstep: Class 9 contains 113001 members 
Mstep: Class 10 contains 6091 members 
Mstep: Class 11 contains 200289 members 
Mstep: Class 12 contains 20635 members 
Mstep: Class 13 contains 34102 members 
Mstep: Class 14 contains 31262 members 
Mstep: Class 15 contains 195432 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 120366 members 
Mstep: Class 18 contains 40520 members 
Mstep: Class 19 contains 281631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205388464.000000 Penalty: 64259.210938
Iteration 38Q: 19 clusters Score -2.053885e+08 nChanged 6440
Entering ConstructFrom: 
Score: -205388464.000000 Penalty: 64259.210938
Entering ConstructFrom: 
Trying to split cluster 1 (200798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200798 members 
Entering Unmasked Estep 
Score: -23991526.000000 Penalty: 3028.093506
	Iteration 0F: 2 clusters Score -2.399153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -23869134.000000 Penalty: 6056.187012
	Iteration 0F: 3 clusters Score -2.386913e+07 nChanged 96625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 92760 members 
Entering Unmasked Estep 
Score: -23928622.000000 Penalty: 6056.187012
	Iteration 1F: 3 clusters Score -2.392862e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113370 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -23931958.000000 Penalty: 6056.187012
	Iteration 2Q: 3 clusters Score -2.393196e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -23937284.000000 Penalty: 6056.187012
	Iteration 3F: 3 clusters Score -2.393728e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131872 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -23945230.000000 Penalty: 6056.187012
	Iteration 4F: 3 clusters Score -2.394523e+07 nChanged 15042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -23955540.000000 Penalty: 6056.187012
	Iteration 5F: 3 clusters Score -2.395554e+07 nChanged 15350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159140 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -23966180.000000 Penalty: 6056.187012
	Iteration 6F: 3 clusters Score -2.396618e+07 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172382 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -23973422.000000 Penalty: 6056.187012
	Iteration 7F: 3 clusters Score -2.397342e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182866 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -23978876.000000 Penalty: 6056.187012
	Iteration 8F: 3 clusters Score -2.397888e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190242 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -23983142.000000 Penalty: 6056.187012
	Iteration 9Q: 3 clusters Score -2.398314e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194898 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -23986230.000000 Penalty: 6056.187012
	Iteration 10Q: 3 clusters Score -2.398623e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197541 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -23987812.000000 Penalty: 6056.187012
	Iteration 11Q: 3 clusters Score -2.398781e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198762 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -23988628.000000 Penalty: 6056.187012
	Iteration 12Q: 3 clusters Score -2.398863e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199353 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23989098.000000 Penalty: 6056.187012
	Iteration 13Q: 3 clusters Score -2.39891e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -23989266.000000 Penalty: 6056.187012
	Iteration 14Q: 3 clusters Score -2.398927e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199779 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23989378.000000 Penalty: 6056.187012
	Iteration 15Q: 3 clusters Score -2.398938e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199838 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23989428.000000 Penalty: 6056.187012
	Iteration 16Q: 3 clusters Score -2.398943e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199869 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23989424.000000 Penalty: 6056.187012
	Iteration 17Q: 3 clusters Score -2.398942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199886 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -23989458.000000 Penalty: 6056.187012
	Iteration 18Q: 3 clusters Score -2.398946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199900 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -23989478.000000 Penalty: 6056.187012
	Iteration 19Q: 3 clusters Score -2.398948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199907 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -23989466.000000 Penalty: 6056.187012
	Iteration 20F: 3 clusters Score -2.398947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199918 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -23989504.000000 Penalty: 6056.187012
	Iteration 21Q: 3 clusters Score -2.39895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199926 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -23989508.000000 Penalty: 6056.187012
	Iteration 22Q: 3 clusters Score -2.398951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199933 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -23989510.000000 Penalty: 6056.187012
	Iteration 23Q: 3 clusters Score -2.398951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199951 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23989528.000000 Penalty: 6056.187012
	Iteration 24Q: 3 clusters Score -2.398953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199966 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23989566.000000 Penalty: 6056.187012
	Iteration 25Q: 3 clusters Score -2.398957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199974 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23989550.000000 Penalty: 6056.187012
	Iteration 26Q: 3 clusters Score -2.398955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199987 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23989544.000000 Penalty: 6056.187012
	Iteration 27Q: 3 clusters Score -2.398954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199992 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -23989552.000000 Penalty: 6056.187012
	Iteration 28Q: 3 clusters Score -2.398955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199997 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23989538.000000 Penalty: 6056.187012
	Iteration 29Q: 3 clusters Score -2.398954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199998 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -23989548.000000 Penalty: 6056.187012
	Iteration 30Q: 3 clusters Score -2.398955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200003 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23989542.000000 Penalty: 6056.187012
	Iteration 31Q: 3 clusters Score -2.398954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200004 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23989538.000000 Penalty: 6056.187012
	Iteration 32Q: 3 clusters Score -2.398954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200006 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -23989546.000000 Penalty: 6056.187012
	Iteration 33Q: 3 clusters Score -2.398955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200008 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -23989526.000000 Penalty: 6056.187012
	Iteration 34Q: 3 clusters Score -2.398953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200007 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -23989534.000000 Penalty: 6056.187012
	Iteration 35Q: 3 clusters Score -2.398953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200009 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23989556.000000 Penalty: 6056.187012
	Iteration 36Q: 3 clusters Score -2.398956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -23989562.000000 Penalty: 6056.187012
	Iteration 37Q: 3 clusters Score -2.398956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -23989560.000000 Penalty: 6056.187012
	Iteration 38Q: 3 clusters Score -2.398956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200007 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -23989550.000000 Penalty: 6056.187012
	Iteration 39Q: 3 clusters Score -2.398955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200005 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23989556.000000 Penalty: 6056.187012
	Iteration 40F: 3 clusters Score -2.398956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200003 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23989558.000000 Penalty: 6056.187012
	Iteration 41Q: 3 clusters Score -2.398956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200004 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23989578.000000 Penalty: 6056.187012
	Iteration 42Q: 3 clusters Score -2.398958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200003 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23989582.000000 Penalty: 6056.187012
	Iteration 43Q: 3 clusters Score -2.398958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200006 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -23989582.000000 Penalty: 6056.187012
	Iteration 44Q: 3 clusters Score -2.398958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200010 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -23989592.000000 Penalty: 6056.187012
	Iteration 45Q: 3 clusters Score -2.398959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -23989614.000000 Penalty: 6056.187012
	Iteration 46Q: 3 clusters Score -2.398961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200016 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23989592.000000 Penalty: 6056.187012
	Iteration 47Q: 3 clusters Score -2.398959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200020 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -23989576.000000 Penalty: 6056.187012
	Iteration 48Q: 3 clusters Score -2.398958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200021 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -23989582.000000 Penalty: 6056.187012
	Iteration 49Q: 3 clusters Score -2.398958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200022 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -23989598.000000 Penalty: 6056.187012
	Iteration 50Q: 3 clusters Score -2.39896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200022 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -23989598.000000 Penalty: 6056.187012
	Iteration 51F: 3 clusters Score -2.39896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Entering Unmasked Estep 
Score: -6002653.000000 Penalty: 2690.880859
	Iteration 0F: 2 clusters Score -6002653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -5968227.000000 Penalty: 5381.761719
	Iteration 0F: 3 clusters Score -5968227 nChanged 23808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5981522.500000 Penalty: 5381.761719
	Iteration 1F: 3 clusters Score -5981522 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5982370.500000 Penalty: 5381.761719
	Iteration 2Q: 3 clusters Score -5982370 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -5983288.000000 Penalty: 5381.761719
	Iteration 3Q: 3 clusters Score -5983288 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5984535.000000 Penalty: 5381.761719
	Iteration 4Q: 3 clusters Score -5984535 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5986292.500000 Penalty: 5381.761719
	Iteration 5F: 3 clusters Score -5986292 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5988525.000000 Penalty: 5381.761719
	Iteration 6F: 3 clusters Score -5988525 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -5991210.500000 Penalty: 5381.761719
	Iteration 7F: 3 clusters Score -5991210 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5993765.500000 Penalty: 5381.761719
	Iteration 8F: 3 clusters Score -5993766 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5995568.500000 Penalty: 5381.761719
	Iteration 9F: 3 clusters Score -5995568 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5996747.000000 Penalty: 5381.761719
	Iteration 10Q: 3 clusters Score -5996747 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -5997407.500000 Penalty: 5381.761719
	Iteration 11Q: 3 clusters Score -5997408 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5997799.500000 Penalty: 5381.761719
	Iteration 12Q: 3 clusters Score -5997800 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -5998071.500000 Penalty: 5381.761719
	Iteration 13Q: 3 clusters Score -5998072 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5998224.000000 Penalty: 5381.761719
	Iteration 14Q: 3 clusters Score -5998224 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5998310.500000 Penalty: 5381.761719
	Iteration 15Q: 3 clusters Score -5998310 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -5998378.500000 Penalty: 5381.761719
	Iteration 16Q: 3 clusters Score -5998378 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5998421.000000 Penalty: 5381.761719
	Iteration 17Q: 3 clusters Score -5998421 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -5998463.500000 Penalty: 5381.761719
	Iteration 18Q: 3 clusters Score -5998464 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -5998481.500000 Penalty: 5381.761719
	Iteration 19Q: 3 clusters Score -5998482 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -5998482.000000 Penalty: 5381.761719
	Iteration 20F: 3 clusters Score -5998482 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -5998515.500000 Penalty: 5381.761719
	Iteration 21Q: 3 clusters Score -5998516 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5998539.500000 Penalty: 5381.761719
	Iteration 22Q: 3 clusters Score -5998540 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -5998586.500000 Penalty: 5381.761719
	Iteration 23Q: 3 clusters Score -5998586 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5998644.500000 Penalty: 5381.761719
	Iteration 24Q: 3 clusters Score -5998644 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -5998702.500000 Penalty: 5381.761719
	Iteration 25Q: 3 clusters Score -5998702 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5998727.000000 Penalty: 5381.761719
	Iteration 26Q: 3 clusters Score -5998727 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -5998807.500000 Penalty: 5381.761719
	Iteration 27Q: 3 clusters Score -5998808 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -5998910.000000 Penalty: 5381.761719
	Iteration 28Q: 3 clusters Score -5998910 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -5999033.000000 Penalty: 5381.761719
	Iteration 29Q: 3 clusters Score -5999033 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -5999207.500000 Penalty: 5381.761719
	Iteration 30Q: 3 clusters Score -5999208 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -5999379.500000 Penalty: 5381.761719
	Iteration 31Q: 3 clusters Score -5999380 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5999576.500000 Penalty: 5381.761719
	Iteration 32Q: 3 clusters Score -5999576 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5999831.000000 Penalty: 5381.761719
	Iteration 33Q: 3 clusters Score -5999831 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -6000089.000000 Penalty: 5381.761719
	Iteration 34Q: 3 clusters Score -6000089 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -6000397.000000 Penalty: 5381.761719
	Iteration 35Q: 3 clusters Score -6000397 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -6000717.000000 Penalty: 5381.761719
	Iteration 36Q: 3 clusters Score -6000717 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -6001084.000000 Penalty: 5381.761719
	Iteration 37Q: 3 clusters Score -6001084 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6001412.500000 Penalty: 5381.761719
	Iteration 38Q: 3 clusters Score -6001412 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -6001703.000000 Penalty: 5381.761719
	Iteration 39Q: 3 clusters Score -6001703 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -6001997.000000 Penalty: 5381.761719
	Iteration 40F: 3 clusters Score -6001997 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6002208.000000 Penalty: 5381.761719
	Iteration 41Q: 3 clusters Score -6002208 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6002391.500000 Penalty: 5381.761719
	Iteration 42Q: 3 clusters Score -6002392 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6002515.500000 Penalty: 5381.761719
	Iteration 43Q: 3 clusters Score -6002516 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -6002631.500000 Penalty: 5381.761719
	Iteration 44Q: 3 clusters Score -6002632 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -6002702.000000 Penalty: 5381.761719
	Iteration 45Q: 3 clusters Score -6002702 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -6002779.500000 Penalty: 5381.761719
	Iteration 46Q: 3 clusters Score -6002780 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6002809.500000 Penalty: 5381.761719
	Iteration 47Q: 3 clusters Score -6002810 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -6002871.000000 Penalty: 5381.761719
	Iteration 48Q: 3 clusters Score -6002871 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -6002861.500000 Penalty: 5381.761719
	Iteration 49Q: 3 clusters Score -6002862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6002900.000000 Penalty: 5381.761719
	Iteration 50Q: 3 clusters Score -6002900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -6002936.000000 Penalty: 5381.761719
	Iteration 51Q: 3 clusters Score -6002936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6002953.000000 Penalty: 5381.761719
	Iteration 52Q: 3 clusters Score -6002953 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -6002960.000000 Penalty: 5381.761719
	Iteration 53Q: 3 clusters Score -6002960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -6002956.500000 Penalty: 5381.761719
	Iteration 54Q: 3 clusters Score -6002956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -6002964.500000 Penalty: 5381.761719
	Iteration 55Q: 3 clusters Score -6002964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -6002959.500000 Penalty: 5381.761719
	Iteration 56Q: 3 clusters Score -6002960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -6002972.500000 Penalty: 5381.761719
	Iteration 57Q: 3 clusters Score -6002972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -6002981.500000 Penalty: 5381.761719
	Iteration 58Q: 3 clusters Score -6002982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -6002986.500000 Penalty: 5381.761719
	Iteration 59Q: 3 clusters Score -6002986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -6002988.500000 Penalty: 5381.761719
	Iteration 60F: 3 clusters Score -6002988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6003004.000000 Penalty: 5381.761719
	Iteration 61Q: 3 clusters Score -6003004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6003007.500000 Penalty: 5381.761719
	Iteration 62Q: 3 clusters Score -6003008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -6003017.500000 Penalty: 5381.761719
	Iteration 63Q: 3 clusters Score -6003018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -6003019.000000 Penalty: 5381.761719
	Iteration 64Q: 3 clusters Score -6003019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -6003031.500000 Penalty: 5381.761719
	Iteration 65Q: 3 clusters Score -6003032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6003035.500000 Penalty: 5381.761719
	Iteration 66Q: 3 clusters Score -6003036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6003035.500000 Penalty: 5381.761719
	Iteration 67F: 3 clusters Score -6003036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 46353 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 174158 members 
Mstep: Class 8 contains 46581 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 200295 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 31264 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Entering Unmasked Estep 
Score: -205390032.000000 Penalty: 67829.164062
Splitting cluster 2 changes total score from -205388464.000000 to -205390032.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (116416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Entering Unmasked Estep 
Score: -13694933.000000 Penalty: 2892.901611
	Iteration 0F: 2 clusters Score -1.369493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -13616733.000000 Penalty: 5785.803223
	Iteration 0F: 3 clusters Score -1.361673e+07 nChanged 55453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -13649766.000000 Penalty: 5785.803223
	Iteration 1F: 3 clusters Score -1.364977e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -13651826.000000 Penalty: 5785.803223
	Iteration 2Q: 3 clusters Score -1.365183e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -13654667.000000 Penalty: 5785.803223
	Iteration 3F: 3 clusters Score -1.365467e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -13658553.000000 Penalty: 5785.803223
	Iteration 4F: 3 clusters Score -1.365855e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -13663404.000000 Penalty: 5785.803223
	Iteration 5F: 3 clusters Score -1.36634e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -13669091.000000 Penalty: 5785.803223
	Iteration 6F: 3 clusters Score -1.366909e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -13674566.000000 Penalty: 5785.803223
	Iteration 7F: 3 clusters Score -1.367457e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -13679408.000000 Penalty: 5785.803223
	Iteration 8F: 3 clusters Score -1.367941e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -13683035.000000 Penalty: 5785.803223
	Iteration 9Q: 3 clusters Score -1.368304e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -13685495.000000 Penalty: 5785.803223
	Iteration 10Q: 3 clusters Score -1.36855e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -13687312.000000 Penalty: 5785.803223
	Iteration 11Q: 3 clusters Score -1.368731e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105835 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -13688738.000000 Penalty: 5785.803223
	Iteration 12Q: 3 clusters Score -1.368874e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107586 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -13689763.000000 Penalty: 5785.803223
	Iteration 13Q: 3 clusters Score -1.368976e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -13690478.000000 Penalty: 5785.803223
	Iteration 14Q: 3 clusters Score -1.369048e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -13691106.000000 Penalty: 5785.803223
	Iteration 15Q: 3 clusters Score -1.369111e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -13691526.000000 Penalty: 5785.803223
	Iteration 16Q: 3 clusters Score -1.369153e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111841 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -13691892.000000 Penalty: 5785.803223
	Iteration 17Q: 3 clusters Score -1.369189e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -13692212.000000 Penalty: 5785.803223
	Iteration 18Q: 3 clusters Score -1.369221e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -13692420.000000 Penalty: 5785.803223
	Iteration 19Q: 3 clusters Score -1.369242e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113306 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -13692540.000000 Penalty: 5785.803223
	Iteration 20F: 3 clusters Score -1.369254e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -13692623.000000 Penalty: 5785.803223
	Iteration 21Q: 3 clusters Score -1.369262e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -13692747.000000 Penalty: 5785.803223
	Iteration 22Q: 3 clusters Score -1.369275e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -13692787.000000 Penalty: 5785.803223
	Iteration 23Q: 3 clusters Score -1.369279e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -13692846.000000 Penalty: 5785.803223
	Iteration 24Q: 3 clusters Score -1.369285e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114328 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13692888.000000 Penalty: 5785.803223
	Iteration 25Q: 3 clusters Score -1.369289e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13692921.000000 Penalty: 5785.803223
	Iteration 26Q: 3 clusters Score -1.369292e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13692965.000000 Penalty: 5785.803223
	Iteration 27Q: 3 clusters Score -1.369296e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -13692996.000000 Penalty: 5785.803223
	Iteration 28Q: 3 clusters Score -1.3693e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13692991.000000 Penalty: 5785.803223
	Iteration 29Q: 3 clusters Score -1.369299e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13693013.000000 Penalty: 5785.803223
	Iteration 30Q: 3 clusters Score -1.369301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13693026.000000 Penalty: 5785.803223
	Iteration 31Q: 3 clusters Score -1.369303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13693046.000000 Penalty: 5785.803223
	Iteration 32Q: 3 clusters Score -1.369305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114762 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13693043.000000 Penalty: 5785.803223
	Iteration 33Q: 3 clusters Score -1.369304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13693045.000000 Penalty: 5785.803223
	Iteration 34Q: 3 clusters Score -1.369304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13693047.000000 Penalty: 5785.803223
	Iteration 35Q: 3 clusters Score -1.369305e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13693042.000000 Penalty: 5785.803223
	Iteration 36Q: 3 clusters Score -1.369304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13693043.000000 Penalty: 5785.803223
	Iteration 37Q: 3 clusters Score -1.369304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13693042.000000 Penalty: 5785.803223
	Iteration 38Q: 3 clusters Score -1.369304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13693048.000000 Penalty: 5785.803223
	Iteration 39Q: 3 clusters Score -1.369305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13693052.000000 Penalty: 5785.803223
	Iteration 40F: 3 clusters Score -1.369305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13693063.000000 Penalty: 5785.803223
	Iteration 41Q: 3 clusters Score -1.369306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13693064.000000 Penalty: 5785.803223
	Iteration 42Q: 3 clusters Score -1.369306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13693061.000000 Penalty: 5785.803223
	Iteration 43Q: 3 clusters Score -1.369306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114894 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13693057.000000 Penalty: 5785.803223
	Iteration 44Q: 3 clusters Score -1.369306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114898 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -13693053.000000 Penalty: 5785.803223
	Iteration 45Q: 3 clusters Score -1.369305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114902 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13693054.000000 Penalty: 5785.803223
	Iteration 46Q: 3 clusters Score -1.369305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114902 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13693054.000000 Penalty: 5785.803223
	Iteration 47F: 3 clusters Score -1.369305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Entering Unmasked Estep 
Score: -5039722.000000 Penalty: 2664.522217
	Iteration 0F: 2 clusters Score -5039722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5008298.500000 Penalty: 5329.044434
	Iteration 0F: 3 clusters Score -5008298 nChanged 21527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5021733.500000 Penalty: 5329.044434
	Iteration 1F: 3 clusters Score -5021734 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5024325.000000 Penalty: 5329.044434
	Iteration 2F: 3 clusters Score -5024325 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5027544.000000 Penalty: 5329.044434
	Iteration 3F: 3 clusters Score -5027544 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5031380.500000 Penalty: 5329.044434
	Iteration 4F: 3 clusters Score -5031380 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5035004.500000 Penalty: 5329.044434
	Iteration 5F: 3 clusters Score -5035004 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5037737.500000 Penalty: 5329.044434
	Iteration 6F: 3 clusters Score -5037738 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5039400.500000 Penalty: 5329.044434
	Iteration 7F: 3 clusters Score -5039400 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5040429.500000 Penalty: 5329.044434
	Iteration 8Q: 3 clusters Score -5040430 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5041102.000000 Penalty: 5329.044434
	Iteration 9Q: 3 clusters Score -5041102 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5041519.000000 Penalty: 5329.044434
	Iteration 10Q: 3 clusters Score -5041519 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5041833.000000 Penalty: 5329.044434
	Iteration 11Q: 3 clusters Score -5041833 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5042077.500000 Penalty: 5329.044434
	Iteration 12Q: 3 clusters Score -5042078 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5042297.000000 Penalty: 5329.044434
	Iteration 13Q: 3 clusters Score -5042297 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5042441.500000 Penalty: 5329.044434
	Iteration 14Q: 3 clusters Score -5042442 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5042561.500000 Penalty: 5329.044434
	Iteration 15Q: 3 clusters Score -5042562 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5042664.000000 Penalty: 5329.044434
	Iteration 16Q: 3 clusters Score -5042664 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5042737.500000 Penalty: 5329.044434
	Iteration 17Q: 3 clusters Score -5042738 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5042815.000000 Penalty: 5329.044434
	Iteration 18Q: 3 clusters Score -5042815 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5042855.500000 Penalty: 5329.044434
	Iteration 19Q: 3 clusters Score -5042856 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -5042911.000000 Penalty: 5329.044434
	Iteration 20F: 3 clusters Score -5042911 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -5042973.000000 Penalty: 5329.044434
	Iteration 21Q: 3 clusters Score -5042973 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -5043015.000000 Penalty: 5329.044434
	Iteration 22Q: 3 clusters Score -5043015 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -5043047.500000 Penalty: 5329.044434
	Iteration 23Q: 3 clusters Score -5043048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5043102.000000 Penalty: 5329.044434
	Iteration 24Q: 3 clusters Score -5043102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5043128.500000 Penalty: 5329.044434
	Iteration 25Q: 3 clusters Score -5043128 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -5043160.000000 Penalty: 5329.044434
	Iteration 26Q: 3 clusters Score -5043160 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -5043144.000000 Penalty: 5329.044434
	Iteration 27Q: 3 clusters Score -5043144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -5043165.000000 Penalty: 5329.044434
	Iteration 28Q: 3 clusters Score -5043165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5043185.500000 Penalty: 5329.044434
	Iteration 29Q: 3 clusters Score -5043186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -5043187.500000 Penalty: 5329.044434
	Iteration 30Q: 3 clusters Score -5043188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -5043198.000000 Penalty: 5329.044434
	Iteration 31Q: 3 clusters Score -5043198 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5043214.500000 Penalty: 5329.044434
	Iteration 32Q: 3 clusters Score -5043214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5043205.000000 Penalty: 5329.044434
	Iteration 33Q: 3 clusters Score -5043205 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5043227.500000 Penalty: 5329.044434
	Iteration 34Q: 3 clusters Score -5043228 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -5043227.000000 Penalty: 5329.044434
	Iteration 35Q: 3 clusters Score -5043227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -5043222.500000 Penalty: 5329.044434
	Iteration 36Q: 3 clusters Score -5043222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -5043242.000000 Penalty: 5329.044434
	Iteration 37Q: 3 clusters Score -5043242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5043253.500000 Penalty: 5329.044434
	Iteration 38Q: 3 clusters Score -5043254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5043268.500000 Penalty: 5329.044434
	Iteration 39Q: 3 clusters Score -5043268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -5043272.500000 Penalty: 5329.044434
	Iteration 40F: 3 clusters Score -5043272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5043282.500000 Penalty: 5329.044434
	Iteration 41Q: 3 clusters Score -5043282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5043269.500000 Penalty: 5329.044434
	Iteration 42Q: 3 clusters Score -5043270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5043288.000000 Penalty: 5329.044434
	Iteration 43Q: 3 clusters Score -5043288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5043298.500000 Penalty: 5329.044434
	Iteration 44Q: 3 clusters Score -5043298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5043308.500000 Penalty: 5329.044434
	Iteration 45Q: 3 clusters Score -5043308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5043297.500000 Penalty: 5329.044434
	Iteration 46Q: 3 clusters Score -5043298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5043291.000000 Penalty: 5329.044434
	Iteration 47Q: 3 clusters Score -5043291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5043297.000000 Penalty: 5329.044434
	Iteration 48Q: 3 clusters Score -5043297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -5043309.000000 Penalty: 5329.044434
	Iteration 49Q: 3 clusters Score -5043309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5043316.000000 Penalty: 5329.044434
	Iteration 50Q: 3 clusters Score -5043316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5043318.000000 Penalty: 5329.044434
	Iteration 51Q: 3 clusters Score -5043318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5043324.500000 Penalty: 5329.044434
	Iteration 52Q: 3 clusters Score -5043324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5043323.000000 Penalty: 5329.044434
	Iteration 53Q: 3 clusters Score -5043323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -5043325.500000 Penalty: 5329.044434
	Iteration 54Q: 3 clusters Score -5043326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -5043321.000000 Penalty: 5329.044434
	Iteration 55Q: 3 clusters Score -5043321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5043322.500000 Penalty: 5329.044434
	Iteration 56Q: 3 clusters Score -5043322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -5043327.500000 Penalty: 5329.044434
	Iteration 57Q: 3 clusters Score -5043328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5043323.500000 Penalty: 5329.044434
	Iteration 58Q: 3 clusters Score -5043324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5043326.000000 Penalty: 5329.044434
	Iteration 59Q: 3 clusters Score -5043326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -5043323.500000 Penalty: 5329.044434
	Iteration 60F: 3 clusters Score -5043324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -5043324.500000 Penalty: 5329.044434
	Iteration 61Q: 3 clusters Score -5043324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -5043325.000000 Penalty: 5329.044434
	Iteration 62Q: 3 clusters Score -5043325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -5043322.500000 Penalty: 5329.044434
	Iteration 63Q: 3 clusters Score -5043322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5043322.500000 Penalty: 5329.044434
	Iteration 64Q: 3 clusters Score -5043322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5043322.500000 Penalty: 5329.044434
	Iteration 65F: 3 clusters Score -5043322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 174158 members 
Mstep: Class 8 contains 46581 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 200295 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 31264 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Entering Unmasked Estep 
Score: -205392288.000000 Penalty: 71399.125000
Splitting cluster 5 changes total score from -205388464.000000 to -205392288.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (102984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Entering Unmasked Estep 
Score: -12236408.000000 Penalty: 2862.497559
	Iteration 0F: 2 clusters Score -1.223641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -12167670.000000 Penalty: 5724.995117
	Iteration 0F: 3 clusters Score -1.216767e+07 nChanged 48572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -12195704.000000 Penalty: 5724.995117
	Iteration 1F: 3 clusters Score -1.21957e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -12197211.000000 Penalty: 5724.995117
	Iteration 2Q: 3 clusters Score -1.219721e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -12199342.000000 Penalty: 5724.995117
	Iteration 3Q: 3 clusters Score -1.219934e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -12202109.000000 Penalty: 5724.995117
	Iteration 4F: 3 clusters Score -1.220211e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -12205392.000000 Penalty: 5724.995117
	Iteration 5F: 3 clusters Score -1.220539e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -12208757.000000 Penalty: 5724.995117
	Iteration 6F: 3 clusters Score -1.220876e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -12211761.000000 Penalty: 5724.995117
	Iteration 7F: 3 clusters Score -1.221176e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -12214033.000000 Penalty: 5724.995117
	Iteration 8Q: 3 clusters Score -1.221403e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -12216007.000000 Penalty: 5724.995117
	Iteration 9Q: 3 clusters Score -1.221601e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -12218003.000000 Penalty: 5724.995117
	Iteration 10Q: 3 clusters Score -1.2218e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -12220345.000000 Penalty: 5724.995117
	Iteration 11Q: 3 clusters Score -1.222034e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -12223210.000000 Penalty: 5724.995117
	Iteration 12Q: 3 clusters Score -1.222321e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -12225780.000000 Penalty: 5724.995117
	Iteration 13Q: 3 clusters Score -1.222578e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -12227449.000000 Penalty: 5724.995117
	Iteration 14Q: 3 clusters Score -1.222745e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -12228395.000000 Penalty: 5724.995117
	Iteration 15Q: 3 clusters Score -1.22284e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -12229165.000000 Penalty: 5724.995117
	Iteration 16Q: 3 clusters Score -1.222916e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -12229827.000000 Penalty: 5724.995117
	Iteration 17Q: 3 clusters Score -1.222983e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -12230388.000000 Penalty: 5724.995117
	Iteration 18Q: 3 clusters Score -1.223039e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -12230812.000000 Penalty: 5724.995117
	Iteration 19Q: 3 clusters Score -1.223081e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -12231218.000000 Penalty: 5724.995117
	Iteration 20F: 3 clusters Score -1.223122e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -12231531.000000 Penalty: 5724.995117
	Iteration 21Q: 3 clusters Score -1.223153e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -12231795.000000 Penalty: 5724.995117
	Iteration 22Q: 3 clusters Score -1.22318e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -12231993.000000 Penalty: 5724.995117
	Iteration 23Q: 3 clusters Score -1.223199e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -12232078.000000 Penalty: 5724.995117
	Iteration 24Q: 3 clusters Score -1.223208e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -12232196.000000 Penalty: 5724.995117
	Iteration 25Q: 3 clusters Score -1.22322e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -12232263.000000 Penalty: 5724.995117
	Iteration 26Q: 3 clusters Score -1.223226e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -12232339.000000 Penalty: 5724.995117
	Iteration 27Q: 3 clusters Score -1.223234e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -12232447.000000 Penalty: 5724.995117
	Iteration 28Q: 3 clusters Score -1.223245e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -12232531.000000 Penalty: 5724.995117
	Iteration 29Q: 3 clusters Score -1.223253e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -12232566.000000 Penalty: 5724.995117
	Iteration 30Q: 3 clusters Score -1.223257e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -12232675.000000 Penalty: 5724.995117
	Iteration 31Q: 3 clusters Score -1.223268e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -12232796.000000 Penalty: 5724.995117
	Iteration 32Q: 3 clusters Score -1.22328e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -12232808.000000 Penalty: 5724.995117
	Iteration 33Q: 3 clusters Score -1.223281e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -12232831.000000 Penalty: 5724.995117
	Iteration 34Q: 3 clusters Score -1.223283e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -12232908.000000 Penalty: 5724.995117
	Iteration 35Q: 3 clusters Score -1.223291e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -12232952.000000 Penalty: 5724.995117
	Iteration 36Q: 3 clusters Score -1.223295e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -12233005.000000 Penalty: 5724.995117
	Iteration 37Q: 3 clusters Score -1.2233e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -12233115.000000 Penalty: 5724.995117
	Iteration 38Q: 3 clusters Score -1.223312e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -12233140.000000 Penalty: 5724.995117
	Iteration 39Q: 3 clusters Score -1.223314e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -12233214.000000 Penalty: 5724.995117
	Iteration 40F: 3 clusters Score -1.223321e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -12233188.000000 Penalty: 5724.995117
	Iteration 41Q: 3 clusters Score -1.223319e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -12233224.000000 Penalty: 5724.995117
	Iteration 42Q: 3 clusters Score -1.223322e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -12233286.000000 Penalty: 5724.995117
	Iteration 43Q: 3 clusters Score -1.223329e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -12233304.000000 Penalty: 5724.995117
	Iteration 44Q: 3 clusters Score -1.22333e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -12233346.000000 Penalty: 5724.995117
	Iteration 45Q: 3 clusters Score -1.223335e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -12233372.000000 Penalty: 5724.995117
	Iteration 46Q: 3 clusters Score -1.223337e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -12233386.000000 Penalty: 5724.995117
	Iteration 47Q: 3 clusters Score -1.223339e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -12233456.000000 Penalty: 5724.995117
	Iteration 48Q: 3 clusters Score -1.223346e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -12233489.000000 Penalty: 5724.995117
	Iteration 49Q: 3 clusters Score -1.223349e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -12233516.000000 Penalty: 5724.995117
	Iteration 50Q: 3 clusters Score -1.223352e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -12233547.000000 Penalty: 5724.995117
	Iteration 51Q: 3 clusters Score -1.223355e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -12233580.000000 Penalty: 5724.995117
	Iteration 52Q: 3 clusters Score -1.223358e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -12233609.000000 Penalty: 5724.995117
	Iteration 53Q: 3 clusters Score -1.223361e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -12233641.000000 Penalty: 5724.995117
	Iteration 54Q: 3 clusters Score -1.223364e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -12233663.000000 Penalty: 5724.995117
	Iteration 55Q: 3 clusters Score -1.223366e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -12233683.000000 Penalty: 5724.995117
	Iteration 56Q: 3 clusters Score -1.223368e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -12233754.000000 Penalty: 5724.995117
	Iteration 57Q: 3 clusters Score -1.223375e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -12233751.000000 Penalty: 5724.995117
	Iteration 58Q: 3 clusters Score -1.223375e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 93329 members 
Entering Unmasked Estep 
Score: -12233812.000000 Penalty: 5724.995117
	Iteration 59Q: 3 clusters Score -1.223381e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -12233782.000000 Penalty: 5724.995117
	Iteration 60F: 3 clusters Score -1.223378e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -12233825.000000 Penalty: 5724.995117
	Iteration 61Q: 3 clusters Score -1.223382e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -12233874.000000 Penalty: 5724.995117
	Iteration 62Q: 3 clusters Score -1.223387e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -12233905.000000 Penalty: 5724.995117
	Iteration 63Q: 3 clusters Score -1.22339e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -12233918.000000 Penalty: 5724.995117
	Iteration 64Q: 3 clusters Score -1.223392e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -12233947.000000 Penalty: 5724.995117
	Iteration 65Q: 3 clusters Score -1.223395e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -12233975.000000 Penalty: 5724.995117
	Iteration 66Q: 3 clusters Score -1.223398e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -12234001.000000 Penalty: 5724.995117
	Iteration 67Q: 3 clusters Score -1.2234e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -12234006.000000 Penalty: 5724.995117
	Iteration 68Q: 3 clusters Score -1.223401e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -12234008.000000 Penalty: 5724.995117
	Iteration 69Q: 3 clusters Score -1.223401e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -12234010.000000 Penalty: 5724.995117
	Iteration 70Q: 3 clusters Score -1.223401e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -12234025.000000 Penalty: 5724.995117
	Iteration 71Q: 3 clusters Score -1.223402e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 95303 members 
Entering Unmasked Estep 
Score: -12234043.000000 Penalty: 5724.995117
	Iteration 72Q: 3 clusters Score -1.223404e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -12234039.000000 Penalty: 5724.995117
	Iteration 73Q: 3 clusters Score -1.223404e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -12234059.000000 Penalty: 5724.995117
	Iteration 74Q: 3 clusters Score -1.223406e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -12234093.000000 Penalty: 5724.995117
	Iteration 75Q: 3 clusters Score -1.223409e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -12234096.000000 Penalty: 5724.995117
	Iteration 76Q: 3 clusters Score -1.22341e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -12234094.000000 Penalty: 5724.995117
	Iteration 77Q: 3 clusters Score -1.223409e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -12234121.000000 Penalty: 5724.995117
	Iteration 78Q: 3 clusters Score -1.223412e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -12234098.000000 Penalty: 5724.995117
	Iteration 79Q: 3 clusters Score -1.22341e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -12234110.000000 Penalty: 5724.995117
	Iteration 80F: 3 clusters Score -1.223411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -12234111.000000 Penalty: 5724.995117
	Iteration 81Q: 3 clusters Score -1.223411e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -12234127.000000 Penalty: 5724.995117
	Iteration 82Q: 3 clusters Score -1.223413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -12234137.000000 Penalty: 5724.995117
	Iteration 83Q: 3 clusters Score -1.223414e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -12234156.000000 Penalty: 5724.995117
	Iteration 84Q: 3 clusters Score -1.223416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -12234177.000000 Penalty: 5724.995117
	Iteration 85Q: 3 clusters Score -1.223418e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -12234185.000000 Penalty: 5724.995117
	Iteration 86Q: 3 clusters Score -1.223418e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -12234181.000000 Penalty: 5724.995117
	Iteration 87Q: 3 clusters Score -1.223418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -12234210.000000 Penalty: 5724.995117
	Iteration 88Q: 3 clusters Score -1.223421e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -12234212.000000 Penalty: 5724.995117
	Iteration 89Q: 3 clusters Score -1.223421e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -12234204.000000 Penalty: 5724.995117
	Iteration 90Q: 3 clusters Score -1.22342e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -12234242.000000 Penalty: 5724.995117
	Iteration 91Q: 3 clusters Score -1.223424e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -12234214.000000 Penalty: 5724.995117
	Iteration 92Q: 3 clusters Score -1.223421e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -12234240.000000 Penalty: 5724.995117
	Iteration 93Q: 3 clusters Score -1.223424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 96978 members 
Entering Unmasked Estep 
Score: -12234249.000000 Penalty: 5724.995117
	Iteration 94Q: 3 clusters Score -1.223425e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -12234263.000000 Penalty: 5724.995117
	Iteration 95Q: 3 clusters Score -1.223426e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -12234275.000000 Penalty: 5724.995117
	Iteration 96Q: 3 clusters Score -1.223428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -12234280.000000 Penalty: 5724.995117
	Iteration 97Q: 3 clusters Score -1.223428e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -12234277.000000 Penalty: 5724.995117
	Iteration 98Q: 3 clusters Score -1.223428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -12234265.000000 Penalty: 5724.995117
	Iteration 99Q: 3 clusters Score -1.223426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -12234289.000000 Penalty: 5724.995117
	Iteration 100F: 3 clusters Score -1.223429e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -12234295.000000 Penalty: 5724.995117
	Iteration 101Q: 3 clusters Score -1.22343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -12234285.000000 Penalty: 5724.995117
	Iteration 102Q: 3 clusters Score -1.223428e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -12234292.000000 Penalty: 5724.995117
	Iteration 103Q: 3 clusters Score -1.223429e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -12234299.000000 Penalty: 5724.995117
	Iteration 104Q: 3 clusters Score -1.22343e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -12234295.000000 Penalty: 5724.995117
	Iteration 105Q: 3 clusters Score -1.22343e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -12234307.000000 Penalty: 5724.995117
	Iteration 106Q: 3 clusters Score -1.223431e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -12234308.000000 Penalty: 5724.995117
	Iteration 107Q: 3 clusters Score -1.223431e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -12234316.000000 Penalty: 5724.995117
	Iteration 108Q: 3 clusters Score -1.223432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -12234348.000000 Penalty: 5724.995117
	Iteration 109Q: 3 clusters Score -1.223435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -12234368.000000 Penalty: 5724.995117
	Iteration 110Q: 3 clusters Score -1.223437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -12234392.000000 Penalty: 5724.995117
	Iteration 111Q: 3 clusters Score -1.223439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -12234409.000000 Penalty: 5724.995117
	Iteration 112Q: 3 clusters Score -1.223441e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -12234390.000000 Penalty: 5724.995117
	Iteration 113Q: 3 clusters Score -1.223439e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -12234402.000000 Penalty: 5724.995117
	Iteration 114Q: 3 clusters Score -1.22344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -12234373.000000 Penalty: 5724.995117
	Iteration 115Q: 3 clusters Score -1.223437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -12234378.000000 Penalty: 5724.995117
	Iteration 116Q: 3 clusters Score -1.223438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -12234383.000000 Penalty: 5724.995117
	Iteration 117Q: 3 clusters Score -1.223438e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -12234367.000000 Penalty: 5724.995117
	Iteration 118Q: 3 clusters Score -1.223437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -12234374.000000 Penalty: 5724.995117
	Iteration 119Q: 3 clusters Score -1.223437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -12234381.000000 Penalty: 5724.995117
	Iteration 120F: 3 clusters Score -1.223438e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -12234376.000000 Penalty: 5724.995117
	Iteration 121Q: 3 clusters Score -1.223438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -12234390.000000 Penalty: 5724.995117
	Iteration 122Q: 3 clusters Score -1.223439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -12234401.000000 Penalty: 5724.995117
	Iteration 123Q: 3 clusters Score -1.22344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -12234409.000000 Penalty: 5724.995117
	Iteration 124Q: 3 clusters Score -1.223441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -12234398.000000 Penalty: 5724.995117
	Iteration 125Q: 3 clusters Score -1.22344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -12234406.000000 Penalty: 5724.995117
	Iteration 126Q: 3 clusters Score -1.223441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -12234413.000000 Penalty: 5724.995117
	Iteration 127Q: 3 clusters Score -1.223441e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -12234420.000000 Penalty: 5724.995117
	Iteration 128Q: 3 clusters Score -1.223442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 98452 members 
Entering Unmasked Estep 
Score: -12234428.000000 Penalty: 5724.995117
	Iteration 129Q: 3 clusters Score -1.223443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -12234436.000000 Penalty: 5724.995117
	Iteration 130Q: 3 clusters Score -1.223444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -12234428.000000 Penalty: 5724.995117
	Iteration 131Q: 3 clusters Score -1.223443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -12234414.000000 Penalty: 5724.995117
	Iteration 132Q: 3 clusters Score -1.223441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -12234418.000000 Penalty: 5724.995117
	Iteration 133Q: 3 clusters Score -1.223442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -12234447.000000 Penalty: 5724.995117
	Iteration 134Q: 3 clusters Score -1.223445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -12234441.000000 Penalty: 5724.995117
	Iteration 135Q: 3 clusters Score -1.223444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -12234440.000000 Penalty: 5724.995117
	Iteration 136Q: 3 clusters Score -1.223444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -12234443.000000 Penalty: 5724.995117
	Iteration 137Q: 3 clusters Score -1.223444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 98676 members 
Entering Unmasked Estep 
Score: -12234439.000000 Penalty: 5724.995117
	Iteration 138Q: 3 clusters Score -1.223444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -12234443.000000 Penalty: 5724.995117
	Iteration 139Q: 3 clusters Score -1.223444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -12234445.000000 Penalty: 5724.995117
	Iteration 140F: 3 clusters Score -1.223444e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -12234456.000000 Penalty: 5724.995117
	Iteration 141Q: 3 clusters Score -1.223446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -12234470.000000 Penalty: 5724.995117
	Iteration 142Q: 3 clusters Score -1.223447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -12234496.000000 Penalty: 5724.995117
	Iteration 143Q: 3 clusters Score -1.22345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -12234501.000000 Penalty: 5724.995117
	Iteration 144Q: 3 clusters Score -1.22345e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
Score: -12234499.000000 Penalty: 5724.995117
	Iteration 145Q: 3 clusters Score -1.22345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -12234488.000000 Penalty: 5724.995117
	Iteration 146Q: 3 clusters Score -1.223449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -12234494.000000 Penalty: 5724.995117
	Iteration 147Q: 3 clusters Score -1.223449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -12234508.000000 Penalty: 5724.995117
	Iteration 148Q: 3 clusters Score -1.223451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -12234506.000000 Penalty: 5724.995117
	Iteration 149Q: 3 clusters Score -1.223451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -12234505.000000 Penalty: 5724.995117
	Iteration 150Q: 3 clusters Score -1.22345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -12234497.000000 Penalty: 5724.995117
	Iteration 151Q: 3 clusters Score -1.22345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -12234505.000000 Penalty: 5724.995117
	Iteration 152Q: 3 clusters Score -1.22345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -12234496.000000 Penalty: 5724.995117
	Iteration 153Q: 3 clusters Score -1.22345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -12234497.000000 Penalty: 5724.995117
	Iteration 154Q: 3 clusters Score -1.22345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -12234491.000000 Penalty: 5724.995117
	Iteration 155Q: 3 clusters Score -1.223449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -12234492.000000 Penalty: 5724.995117
	Iteration 156Q: 3 clusters Score -1.223449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -12234508.000000 Penalty: 5724.995117
	Iteration 157Q: 3 clusters Score -1.223451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -12234508.000000 Penalty: 5724.995117
	Iteration 158Q: 3 clusters Score -1.223451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -12234515.000000 Penalty: 5724.995117
	Iteration 159Q: 3 clusters Score -1.223452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -12234520.000000 Penalty: 5724.995117
	Iteration 160F: 3 clusters Score -1.223452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -12234523.000000 Penalty: 5724.995117
	Iteration 161Q: 3 clusters Score -1.223452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -12234526.000000 Penalty: 5724.995117
	Iteration 162Q: 3 clusters Score -1.223453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -12234520.000000 Penalty: 5724.995117
	Iteration 163Q: 3 clusters Score -1.223452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -12234521.000000 Penalty: 5724.995117
	Iteration 164Q: 3 clusters Score -1.223452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 99252 members 
Entering Unmasked Estep 
Score: -12234517.000000 Penalty: 5724.995117
	Iteration 165Q: 3 clusters Score -1.223452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -12234538.000000 Penalty: 5724.995117
	Iteration 166Q: 3 clusters Score -1.223454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -12234535.000000 Penalty: 5724.995117
	Iteration 167Q: 3 clusters Score -1.223454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -12234544.000000 Penalty: 5724.995117
	Iteration 168Q: 3 clusters Score -1.223454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -12234542.000000 Penalty: 5724.995117
	Iteration 169Q: 3 clusters Score -1.223454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 99344 members 
Entering Unmasked Estep 
Score: -12234545.000000 Penalty: 5724.995117
	Iteration 170Q: 3 clusters Score -1.223454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 99357 members 
Entering Unmasked Estep 
Score: -12234549.000000 Penalty: 5724.995117
	Iteration 171Q: 3 clusters Score -1.223455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -12234549.000000 Penalty: 5724.995117
	Iteration 172Q: 3 clusters Score -1.223455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -12234552.000000 Penalty: 5724.995117
	Iteration 173Q: 3 clusters Score -1.223455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -12234554.000000 Penalty: 5724.995117
	Iteration 174Q: 3 clusters Score -1.223455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -12234550.000000 Penalty: 5724.995117
	Iteration 175Q: 3 clusters Score -1.223455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -12234547.000000 Penalty: 5724.995117
	Iteration 176Q: 3 clusters Score -1.223455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -12234545.000000 Penalty: 5724.995117
	Iteration 177Q: 3 clusters Score -1.223454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -12234547.000000 Penalty: 5724.995117
	Iteration 178Q: 3 clusters Score -1.223455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -12234563.000000 Penalty: 5724.995117
	Iteration 179Q: 3 clusters Score -1.223456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -12234548.000000 Penalty: 5724.995117
	Iteration 180F: 3 clusters Score -1.223455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -12234549.000000 Penalty: 5724.995117
	Iteration 181Q: 3 clusters Score -1.223455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -12234557.000000 Penalty: 5724.995117
	Iteration 182Q: 3 clusters Score -1.223456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -12234556.000000 Penalty: 5724.995117
	Iteration 183Q: 3 clusters Score -1.223456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -12234556.000000 Penalty: 5724.995117
	Iteration 184Q: 3 clusters Score -1.223456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -12234556.000000 Penalty: 5724.995117
	Iteration 185Q: 3 clusters Score -1.223456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -12234555.000000 Penalty: 5724.995117
	Iteration 186Q: 3 clusters Score -1.223456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -12234552.000000 Penalty: 5724.995117
	Iteration 187Q: 3 clusters Score -1.223455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -12234552.000000 Penalty: 5724.995117
	Iteration 188Q: 3 clusters Score -1.223455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -12234560.000000 Penalty: 5724.995117
	Iteration 189Q: 3 clusters Score -1.223456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 99442 members 
Entering Unmasked Estep 
Score: -12234550.000000 Penalty: 5724.995117
	Iteration 190Q: 3 clusters Score -1.223455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -12234558.000000 Penalty: 5724.995117
	Iteration 191Q: 3 clusters Score -1.223456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -12234558.000000 Penalty: 5724.995117
	Iteration 192F: 3 clusters Score -1.223456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174158 members 
Entering Unmasked Estep 
Score: -20606926.000000 Penalty: 2992.794189
	Iteration 0F: 2 clusters Score -2.060693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -20493882.000000 Penalty: 5985.588379
	Iteration 0F: 3 clusters Score -2.049388e+07 nChanged 83759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -20543700.000000 Penalty: 5985.588379
	Iteration 1F: 3 clusters Score -2.05437e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -20547360.000000 Penalty: 5985.588379
	Iteration 2Q: 3 clusters Score -2.054736e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -20554608.000000 Penalty: 5985.588379
	Iteration 3F: 3 clusters Score -2.055461e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -20566132.000000 Penalty: 5985.588379
	Iteration 4F: 3 clusters Score -2.056613e+07 nChanged 15784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111981 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -20580974.000000 Penalty: 5985.588379
	Iteration 5F: 3 clusters Score -2.058097e+07 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -20595084.000000 Penalty: 5985.588379
	Iteration 6F: 3 clusters Score -2.059508e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -20605750.000000 Penalty: 5985.588379
	Iteration 7F: 3 clusters Score -2.060575e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -20610430.000000 Penalty: 5985.588379
	Iteration 8Q: 3 clusters Score -2.061043e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128572 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -20611926.000000 Penalty: 5985.588379
	Iteration 9Q: 3 clusters Score -2.061193e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129944 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -20612642.000000 Penalty: 5985.588379
	Iteration 10Q: 3 clusters Score -2.061264e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131151 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -20612936.000000 Penalty: 5985.588379
	Iteration 11Q: 3 clusters Score -2.061294e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132168 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -20613140.000000 Penalty: 5985.588379
	Iteration 12Q: 3 clusters Score -2.061314e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133079 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -20613264.000000 Penalty: 5985.588379
	Iteration 13Q: 3 clusters Score -2.061326e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -20613342.000000 Penalty: 5985.588379
	Iteration 14Q: 3 clusters Score -2.061334e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -20613358.000000 Penalty: 5985.588379
	Iteration 15Q: 3 clusters Score -2.061336e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135438 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -20613456.000000 Penalty: 5985.588379
	Iteration 16Q: 3 clusters Score -2.061346e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -20613562.000000 Penalty: 5985.588379
	Iteration 17Q: 3 clusters Score -2.061356e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -20613566.000000 Penalty: 5985.588379
	Iteration 18Q: 3 clusters Score -2.061357e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137239 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -20613650.000000 Penalty: 5985.588379
	Iteration 19Q: 3 clusters Score -2.061365e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -20613742.000000 Penalty: 5985.588379
	Iteration 20F: 3 clusters Score -2.061374e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -20613708.000000 Penalty: 5985.588379
	Iteration 21Q: 3 clusters Score -2.061371e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -20613728.000000 Penalty: 5985.588379
	Iteration 22Q: 3 clusters Score -2.061373e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138779 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -20613764.000000 Penalty: 5985.588379
	Iteration 23Q: 3 clusters Score -2.061376e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139067 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -20613742.000000 Penalty: 5985.588379
	Iteration 24Q: 3 clusters Score -2.061374e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -20613832.000000 Penalty: 5985.588379
	Iteration 25Q: 3 clusters Score -2.061383e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -20613800.000000 Penalty: 5985.588379
	Iteration 26Q: 3 clusters Score -2.06138e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139905 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -20613816.000000 Penalty: 5985.588379
	Iteration 27Q: 3 clusters Score -2.061382e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -20613780.000000 Penalty: 5985.588379
	Iteration 28Q: 3 clusters Score -2.061378e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140399 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -20613782.000000 Penalty: 5985.588379
	Iteration 29Q: 3 clusters Score -2.061378e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140598 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -20613774.000000 Penalty: 5985.588379
	Iteration 30Q: 3 clusters Score -2.061377e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140814 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -20613788.000000 Penalty: 5985.588379
	Iteration 31Q: 3 clusters Score -2.061379e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140991 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -20613802.000000 Penalty: 5985.588379
	Iteration 32Q: 3 clusters Score -2.06138e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141158 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -20613770.000000 Penalty: 5985.588379
	Iteration 33Q: 3 clusters Score -2.061377e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -20613768.000000 Penalty: 5985.588379
	Iteration 34Q: 3 clusters Score -2.061377e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141458 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -20613764.000000 Penalty: 5985.588379
	Iteration 35Q: 3 clusters Score -2.061376e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141606 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -20613742.000000 Penalty: 5985.588379
	Iteration 36Q: 3 clusters Score -2.061374e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -20613748.000000 Penalty: 5985.588379
	Iteration 37Q: 3 clusters Score -2.061375e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -20613802.000000 Penalty: 5985.588379
	Iteration 38Q: 3 clusters Score -2.06138e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141971 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -20613844.000000 Penalty: 5985.588379
	Iteration 39Q: 3 clusters Score -2.061384e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -20613844.000000 Penalty: 5985.588379
	Iteration 40F: 3 clusters Score -2.061384e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142168 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -20613856.000000 Penalty: 5985.588379
	Iteration 41Q: 3 clusters Score -2.061386e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -20613866.000000 Penalty: 5985.588379
	Iteration 42Q: 3 clusters Score -2.061387e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -20613846.000000 Penalty: 5985.588379
	Iteration 43Q: 3 clusters Score -2.061385e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -20613840.000000 Penalty: 5985.588379
	Iteration 44Q: 3 clusters Score -2.061384e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142432 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -20613808.000000 Penalty: 5985.588379
	Iteration 45Q: 3 clusters Score -2.061381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -20613814.000000 Penalty: 5985.588379
	Iteration 46Q: 3 clusters Score -2.061381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142504 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -20613792.000000 Penalty: 5985.588379
	Iteration 47Q: 3 clusters Score -2.061379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142534 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -20613804.000000 Penalty: 5985.588379
	Iteration 48Q: 3 clusters Score -2.06138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -20613794.000000 Penalty: 5985.588379
	Iteration 49Q: 3 clusters Score -2.061379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -20613810.000000 Penalty: 5985.588379
	Iteration 50Q: 3 clusters Score -2.061381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142605 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -20613796.000000 Penalty: 5985.588379
	Iteration 51Q: 3 clusters Score -2.06138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -20613810.000000 Penalty: 5985.588379
	Iteration 52Q: 3 clusters Score -2.061381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142633 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -20613816.000000 Penalty: 5985.588379
	Iteration 53Q: 3 clusters Score -2.061382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142648 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -20613826.000000 Penalty: 5985.588379
	Iteration 54Q: 3 clusters Score -2.061383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142661 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -20613832.000000 Penalty: 5985.588379
	Iteration 55Q: 3 clusters Score -2.061383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -20613846.000000 Penalty: 5985.588379
	Iteration 56Q: 3 clusters Score -2.061385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -20613844.000000 Penalty: 5985.588379
	Iteration 57Q: 3 clusters Score -2.061384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142685 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -20613844.000000 Penalty: 5985.588379
	Iteration 58Q: 3 clusters Score -2.061384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -20613850.000000 Penalty: 5985.588379
	Iteration 59Q: 3 clusters Score -2.061385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142700 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -20613854.000000 Penalty: 5985.588379
	Iteration 60F: 3 clusters Score -2.061385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -20613850.000000 Penalty: 5985.588379
	Iteration 61Q: 3 clusters Score -2.061385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142714 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -20613830.000000 Penalty: 5985.588379
	Iteration 62Q: 3 clusters Score -2.061383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142720 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -20613820.000000 Penalty: 5985.588379
	Iteration 63Q: 3 clusters Score -2.061382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -20613828.000000 Penalty: 5985.588379
	Iteration 64Q: 3 clusters Score -2.061383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -20613832.000000 Penalty: 5985.588379
	Iteration 65Q: 3 clusters Score -2.061383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142728 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -20613836.000000 Penalty: 5985.588379
	Iteration 66Q: 3 clusters Score -2.061384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142731 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -20613844.000000 Penalty: 5985.588379
	Iteration 67Q: 3 clusters Score -2.061384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -20613836.000000 Penalty: 5985.588379
	Iteration 68Q: 3 clusters Score -2.061384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142739 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -20613832.000000 Penalty: 5985.588379
	Iteration 69Q: 3 clusters Score -2.061383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142745 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -20613838.000000 Penalty: 5985.588379
	Iteration 70Q: 3 clusters Score -2.061384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -20613834.000000 Penalty: 5985.588379
	Iteration 71Q: 3 clusters Score -2.061383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -20613832.000000 Penalty: 5985.588379
	Iteration 72Q: 3 clusters Score -2.061383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -20613828.000000 Penalty: 5985.588379
	Iteration 73Q: 3 clusters Score -2.061383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -20613822.000000 Penalty: 5985.588379
	Iteration 74Q: 3 clusters Score -2.061382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -20613814.000000 Penalty: 5985.588379
	Iteration 75Q: 3 clusters Score -2.061381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -20613814.000000 Penalty: 5985.588379
	Iteration 76F: 3 clusters Score -2.061381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 46581 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 200295 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 31264 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Entering Unmasked Estep 
Score: -205401216.000000 Penalty: 74969.078125
Splitting cluster 7 changes total score from -205388464.000000 to -205401216.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (46581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Entering Unmasked Estep 
Score: -5246674.000000 Penalty: 2665.739014
	Iteration 0F: 2 clusters Score -5246674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5215333.500000 Penalty: 5331.478027
	Iteration 0F: 3 clusters Score -5215334 nChanged 21331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5228038.000000 Penalty: 5331.478027
	Iteration 1F: 3 clusters Score -5228038 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5229655.000000 Penalty: 5331.478027
	Iteration 2F: 3 clusters Score -5229655 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5231775.000000 Penalty: 5331.478027
	Iteration 3F: 3 clusters Score -5231775 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -5234284.000000 Penalty: 5331.478027
	Iteration 4F: 3 clusters Score -5234284 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5236411.000000 Penalty: 5331.478027
	Iteration 5F: 3 clusters Score -5236411 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5237992.500000 Penalty: 5331.478027
	Iteration 6F: 3 clusters Score -5237992 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -5239045.000000 Penalty: 5331.478027
	Iteration 7Q: 3 clusters Score -5239045 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -5239777.000000 Penalty: 5331.478027
	Iteration 8Q: 3 clusters Score -5239777 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -5240346.000000 Penalty: 5331.478027
	Iteration 9Q: 3 clusters Score -5240346 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5240840.500000 Penalty: 5331.478027
	Iteration 10Q: 3 clusters Score -5240840 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5241273.500000 Penalty: 5331.478027
	Iteration 11Q: 3 clusters Score -5241274 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5241625.500000 Penalty: 5331.478027
	Iteration 12Q: 3 clusters Score -5241626 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -5241918.500000 Penalty: 5331.478027
	Iteration 13Q: 3 clusters Score -5241918 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5242155.500000 Penalty: 5331.478027
	Iteration 14Q: 3 clusters Score -5242156 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5242402.000000 Penalty: 5331.478027
	Iteration 15Q: 3 clusters Score -5242402 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -5242603.000000 Penalty: 5331.478027
	Iteration 16Q: 3 clusters Score -5242603 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5242803.000000 Penalty: 5331.478027
	Iteration 17Q: 3 clusters Score -5242803 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -5242986.500000 Penalty: 5331.478027
	Iteration 18Q: 3 clusters Score -5242986 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -5243206.500000 Penalty: 5331.478027
	Iteration 19Q: 3 clusters Score -5243206 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -5243502.500000 Penalty: 5331.478027
	Iteration 20F: 3 clusters Score -5243502 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -5243829.500000 Penalty: 5331.478027
	Iteration 21Q: 3 clusters Score -5243830 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -5244265.000000 Penalty: 5331.478027
	Iteration 22Q: 3 clusters Score -5244265 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -5244764.500000 Penalty: 5331.478027
	Iteration 23Q: 3 clusters Score -5244764 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -5245368.000000 Penalty: 5331.478027
	Iteration 24Q: 3 clusters Score -5245368 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -5245914.500000 Penalty: 5331.478027
	Iteration 25Q: 3 clusters Score -5245914 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5246299.500000 Penalty: 5331.478027
	Iteration 26Q: 3 clusters Score -5246300 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -5246581.000000 Penalty: 5331.478027
	Iteration 27Q: 3 clusters Score -5246581 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5246817.500000 Penalty: 5331.478027
	Iteration 28Q: 3 clusters Score -5246818 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -5246982.000000 Penalty: 5331.478027
	Iteration 29Q: 3 clusters Score -5246982 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5247092.000000 Penalty: 5331.478027
	Iteration 30Q: 3 clusters Score -5247092 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -5247186.500000 Penalty: 5331.478027
	Iteration 31Q: 3 clusters Score -5247186 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5247231.500000 Penalty: 5331.478027
	Iteration 32Q: 3 clusters Score -5247232 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -5247271.500000 Penalty: 5331.478027
	Iteration 33Q: 3 clusters Score -5247272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5247274.500000 Penalty: 5331.478027
	Iteration 34Q: 3 clusters Score -5247274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5247289.000000 Penalty: 5331.478027
	Iteration 35Q: 3 clusters Score -5247289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -5247296.500000 Penalty: 5331.478027
	Iteration 36Q: 3 clusters Score -5247296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5247322.500000 Penalty: 5331.478027
	Iteration 37Q: 3 clusters Score -5247322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -5247333.500000 Penalty: 5331.478027
	Iteration 38Q: 3 clusters Score -5247334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5247330.500000 Penalty: 5331.478027
	Iteration 39Q: 3 clusters Score -5247330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -5247327.000000 Penalty: 5331.478027
	Iteration 40F: 3 clusters Score -5247327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5247322.500000 Penalty: 5331.478027
	Iteration 41Q: 3 clusters Score -5247322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5247312.000000 Penalty: 5331.478027
	Iteration 42Q: 3 clusters Score -5247312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5247320.000000 Penalty: 5331.478027
	Iteration 43Q: 3 clusters Score -5247320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5247313.500000 Penalty: 5331.478027
	Iteration 44Q: 3 clusters Score -5247314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -5247311.000000 Penalty: 5331.478027
	Iteration 45Q: 3 clusters Score -5247311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -5247314.000000 Penalty: 5331.478027
	Iteration 46Q: 3 clusters Score -5247314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -5247324.500000 Penalty: 5331.478027
	Iteration 47Q: 3 clusters Score -5247324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -5247322.500000 Penalty: 5331.478027
	Iteration 48Q: 3 clusters Score -5247322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5247321.000000 Penalty: 5331.478027
	Iteration 49Q: 3 clusters Score -5247321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5247316.500000 Penalty: 5331.478027
	Iteration 50Q: 3 clusters Score -5247316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5247321.500000 Penalty: 5331.478027
	Iteration 51Q: 3 clusters Score -5247322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5247327.500000 Penalty: 5331.478027
	Iteration 52Q: 3 clusters Score -5247328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -5247328.000000 Penalty: 5331.478027
	Iteration 53Q: 3 clusters Score -5247328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -5247340.000000 Penalty: 5331.478027
	Iteration 54Q: 3 clusters Score -5247340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5247333.000000 Penalty: 5331.478027
	Iteration 55Q: 3 clusters Score -5247333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -5247334.500000 Penalty: 5331.478027
	Iteration 56Q: 3 clusters Score -5247334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -5247334.000000 Penalty: 5331.478027
	Iteration 57Q: 3 clusters Score -5247334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5247336.000000 Penalty: 5331.478027
	Iteration 58Q: 3 clusters Score -5247336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -5247338.000000 Penalty: 5331.478027
	Iteration 59Q: 3 clusters Score -5247338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5247335.000000 Penalty: 5331.478027
	Iteration 60F: 3 clusters Score -5247335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5247332.500000 Penalty: 5331.478027
	Iteration 61Q: 3 clusters Score -5247332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5247335.500000 Penalty: 5331.478027
	Iteration 62Q: 3 clusters Score -5247336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -5247332.000000 Penalty: 5331.478027
	Iteration 63Q: 3 clusters Score -5247332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5247330.500000 Penalty: 5331.478027
	Iteration 64Q: 3 clusters Score -5247330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5247338.500000 Penalty: 5331.478027
	Iteration 65Q: 3 clusters Score -5247338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5247339.000000 Penalty: 5331.478027
	Iteration 66Q: 3 clusters Score -5247339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5247343.000000 Penalty: 5331.478027
	Iteration 67Q: 3 clusters Score -5247343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -5247337.500000 Penalty: 5331.478027
	Iteration 68Q: 3 clusters Score -5247338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5247354.000000 Penalty: 5331.478027
	Iteration 69Q: 3 clusters Score -5247354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -5247346.500000 Penalty: 5331.478027
	Iteration 70Q: 3 clusters Score -5247346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -5247341.000000 Penalty: 5331.478027
	Iteration 71Q: 3 clusters Score -5247341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5247342.000000 Penalty: 5331.478027
	Iteration 72Q: 3 clusters Score -5247342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -5247333.500000 Penalty: 5331.478027
	Iteration 73Q: 3 clusters Score -5247334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -5247336.000000 Penalty: 5331.478027
	Iteration 74Q: 3 clusters Score -5247336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5247336.500000 Penalty: 5331.478027
	Iteration 75Q: 3 clusters Score -5247336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -5247345.500000 Penalty: 5331.478027
	Iteration 76Q: 3 clusters Score -5247346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -5247353.000000 Penalty: 5331.478027
	Iteration 77Q: 3 clusters Score -5247353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5247354.000000 Penalty: 5331.478027
	Iteration 78Q: 3 clusters Score -5247354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5247351.000000 Penalty: 5331.478027
	Iteration 79Q: 3 clusters Score -5247351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5247351.000000 Penalty: 5331.478027
	Iteration 80F: 3 clusters Score -5247351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -5247352.000000 Penalty: 5331.478027
	Iteration 81Q: 3 clusters Score -5247352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -5247354.000000 Penalty: 5331.478027
	Iteration 82Q: 3 clusters Score -5247354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -5247343.000000 Penalty: 5331.478027
	Iteration 83Q: 3 clusters Score -5247343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -5247352.000000 Penalty: 5331.478027
	Iteration 84Q: 3 clusters Score -5247352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5247355.500000 Penalty: 5331.478027
	Iteration 85Q: 3 clusters Score -5247356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -5247357.500000 Penalty: 5331.478027
	Iteration 86Q: 3 clusters Score -5247358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5247366.000000 Penalty: 5331.478027
	Iteration 87Q: 3 clusters Score -5247366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5247363.500000 Penalty: 5331.478027
	Iteration 88Q: 3 clusters Score -5247364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5247360.500000 Penalty: 5331.478027
	Iteration 89Q: 3 clusters Score -5247360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -5247366.000000 Penalty: 5331.478027
	Iteration 90Q: 3 clusters Score -5247366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5247369.500000 Penalty: 5331.478027
	Iteration 91Q: 3 clusters Score -5247370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5247369.500000 Penalty: 5331.478027
	Iteration 92Q: 3 clusters Score -5247370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -5247376.500000 Penalty: 5331.478027
	Iteration 93Q: 3 clusters Score -5247376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5247380.500000 Penalty: 5331.478027
	Iteration 94Q: 3 clusters Score -5247380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5247364.000000 Penalty: 5331.478027
	Iteration 95Q: 3 clusters Score -5247364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5247368.000000 Penalty: 5331.478027
	Iteration 96Q: 3 clusters Score -5247368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5247374.500000 Penalty: 5331.478027
	Iteration 97Q: 3 clusters Score -5247374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -5247377.500000 Penalty: 5331.478027
	Iteration 98Q: 3 clusters Score -5247378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -5247376.000000 Penalty: 5331.478027
	Iteration 99Q: 3 clusters Score -5247376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5247379.000000 Penalty: 5331.478027
	Iteration 100F: 3 clusters Score -5247379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5247387.000000 Penalty: 5331.478027
	Iteration 101Q: 3 clusters Score -5247387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5247382.000000 Penalty: 5331.478027
	Iteration 102Q: 3 clusters Score -5247382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5247389.500000 Penalty: 5331.478027
	Iteration 103Q: 3 clusters Score -5247390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5247385.500000 Penalty: 5331.478027
	Iteration 104Q: 3 clusters Score -5247386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -5247387.000000 Penalty: 5331.478027
	Iteration 105Q: 3 clusters Score -5247387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5247383.500000 Penalty: 5331.478027
	Iteration 106Q: 3 clusters Score -5247384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -5247378.500000 Penalty: 5331.478027
	Iteration 107Q: 3 clusters Score -5247378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5247382.500000 Penalty: 5331.478027
	Iteration 108Q: 3 clusters Score -5247382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -5247382.500000 Penalty: 5331.478027
	Iteration 109Q: 3 clusters Score -5247382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5247388.500000 Penalty: 5331.478027
	Iteration 110Q: 3 clusters Score -5247388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5247384.500000 Penalty: 5331.478027
	Iteration 111Q: 3 clusters Score -5247384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5247381.000000 Penalty: 5331.478027
	Iteration 112Q: 3 clusters Score -5247381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -5247380.500000 Penalty: 5331.478027
	Iteration 113Q: 3 clusters Score -5247380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5247377.000000 Penalty: 5331.478027
	Iteration 114Q: 3 clusters Score -5247377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -5247380.000000 Penalty: 5331.478027
	Iteration 115Q: 3 clusters Score -5247380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5247379.500000 Penalty: 5331.478027
	Iteration 116Q: 3 clusters Score -5247380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5247388.000000 Penalty: 5331.478027
	Iteration 117Q: 3 clusters Score -5247388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5247384.500000 Penalty: 5331.478027
	Iteration 118Q: 3 clusters Score -5247384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -5247385.000000 Penalty: 5331.478027
	Iteration 119Q: 3 clusters Score -5247385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5247386.500000 Penalty: 5331.478027
	Iteration 120F: 3 clusters Score -5247386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5247384.500000 Penalty: 5331.478027
	Iteration 121Q: 3 clusters Score -5247384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5247384.500000 Penalty: 5331.478027
	Iteration 122Q: 3 clusters Score -5247384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5247380.500000 Penalty: 5331.478027
	Iteration 123Q: 3 clusters Score -5247380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -5247383.000000 Penalty: 5331.478027
	Iteration 124Q: 3 clusters Score -5247383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -5247383.000000 Penalty: 5331.478027
	Iteration 125Q: 3 clusters Score -5247383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5247386.000000 Penalty: 5331.478027
	Iteration 126Q: 3 clusters Score -5247386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -5247385.500000 Penalty: 5331.478027
	Iteration 127Q: 3 clusters Score -5247386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -5247387.000000 Penalty: 5331.478027
	Iteration 128Q: 3 clusters Score -5247387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -5247387.500000 Penalty: 5331.478027
	Iteration 129Q: 3 clusters Score -5247388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5247387.000000 Penalty: 5331.478027
	Iteration 130Q: 3 clusters Score -5247387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5247378.000000 Penalty: 5331.478027
	Iteration 131Q: 3 clusters Score -5247378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5247378.000000 Penalty: 5331.478027
	Iteration 132Q: 3 clusters Score -5247378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5247380.500000 Penalty: 5331.478027
	Iteration 133Q: 3 clusters Score -5247380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5247380.500000 Penalty: 5331.478027
	Iteration 134F: 3 clusters Score -5247380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 200295 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 31264 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Entering Unmasked Estep 
Score: -205400928.000000 Penalty: 78539.031250
Splitting cluster 8 changes total score from -205388464.000000 to -205400928.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (113425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113425 members 
Entering Unmasked Estep 
Score: -13546550.000000 Penalty: 2886.446533
	Iteration 0F: 2 clusters Score -1.354655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -13470893.000000 Penalty: 5772.893066
	Iteration 0F: 3 clusters Score -1.347089e+07 nChanged 53899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -13501890.000000 Penalty: 5772.893066
	Iteration 1F: 3 clusters Score -1.350189e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -13502830.000000 Penalty: 5772.893066
	Iteration 2Q: 3 clusters Score -1.350283e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -13503875.000000 Penalty: 5772.893066
	Iteration 3Q: 3 clusters Score -1.350388e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -13504836.000000 Penalty: 5772.893066
	Iteration 4Q: 3 clusters Score -1.350484e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -13505848.000000 Penalty: 5772.893066
	Iteration 5Q: 3 clusters Score -1.350585e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -13506967.000000 Penalty: 5772.893066
	Iteration 6Q: 3 clusters Score -1.350697e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -13508470.000000 Penalty: 5772.893066
	Iteration 7Q: 3 clusters Score -1.350847e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -13510031.000000 Penalty: 5772.893066
	Iteration 8Q: 3 clusters Score -1.351003e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -13511734.000000 Penalty: 5772.893066
	Iteration 9Q: 3 clusters Score -1.351173e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -13513356.000000 Penalty: 5772.893066
	Iteration 10Q: 3 clusters Score -1.351336e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -13514920.000000 Penalty: 5772.893066
	Iteration 11Q: 3 clusters Score -1.351492e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -13516611.000000 Penalty: 5772.893066
	Iteration 12Q: 3 clusters Score -1.351661e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -13518276.000000 Penalty: 5772.893066
	Iteration 13Q: 3 clusters Score -1.351828e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -13519811.000000 Penalty: 5772.893066
	Iteration 14Q: 3 clusters Score -1.351981e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -13521540.000000 Penalty: 5772.893066
	Iteration 15Q: 3 clusters Score -1.352154e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -13523404.000000 Penalty: 5772.893066
	Iteration 16Q: 3 clusters Score -1.35234e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -13525304.000000 Penalty: 5772.893066
	Iteration 17Q: 3 clusters Score -1.35253e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -13527381.000000 Penalty: 5772.893066
	Iteration 18Q: 3 clusters Score -1.352738e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -13529729.000000 Penalty: 5772.893066
	Iteration 19Q: 3 clusters Score -1.352973e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -13531960.000000 Penalty: 5772.893066
	Iteration 20F: 3 clusters Score -1.353196e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -13533539.000000 Penalty: 5772.893066
	Iteration 21Q: 3 clusters Score -1.353354e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -13534764.000000 Penalty: 5772.893066
	Iteration 22Q: 3 clusters Score -1.353476e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -13535551.000000 Penalty: 5772.893066
	Iteration 23Q: 3 clusters Score -1.353555e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -13536164.000000 Penalty: 5772.893066
	Iteration 24Q: 3 clusters Score -1.353616e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -13536549.000000 Penalty: 5772.893066
	Iteration 25Q: 3 clusters Score -1.353655e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -13536828.000000 Penalty: 5772.893066
	Iteration 26Q: 3 clusters Score -1.353683e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -13537284.000000 Penalty: 5772.893066
	Iteration 27Q: 3 clusters Score -1.353728e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -13537715.000000 Penalty: 5772.893066
	Iteration 28Q: 3 clusters Score -1.353772e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -13538148.000000 Penalty: 5772.893066
	Iteration 29Q: 3 clusters Score -1.353815e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -13538569.000000 Penalty: 5772.893066
	Iteration 30Q: 3 clusters Score -1.353857e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -13539273.000000 Penalty: 5772.893066
	Iteration 31Q: 3 clusters Score -1.353927e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -13539948.000000 Penalty: 5772.893066
	Iteration 32Q: 3 clusters Score -1.353995e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -13540610.000000 Penalty: 5772.893066
	Iteration 33Q: 3 clusters Score -1.354061e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -13541308.000000 Penalty: 5772.893066
	Iteration 34Q: 3 clusters Score -1.354131e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -13541952.000000 Penalty: 5772.893066
	Iteration 35Q: 3 clusters Score -1.354195e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -13542502.000000 Penalty: 5772.893066
	Iteration 36Q: 3 clusters Score -1.35425e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -13543019.000000 Penalty: 5772.893066
	Iteration 37Q: 3 clusters Score -1.354302e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -13543293.000000 Penalty: 5772.893066
	Iteration 38Q: 3 clusters Score -1.354329e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -13543572.000000 Penalty: 5772.893066
	Iteration 39Q: 3 clusters Score -1.354357e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -13544103.000000 Penalty: 5772.893066
	Iteration 40F: 3 clusters Score -1.35441e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -13544382.000000 Penalty: 5772.893066
	Iteration 41Q: 3 clusters Score -1.354438e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -13544570.000000 Penalty: 5772.893066
	Iteration 42Q: 3 clusters Score -1.354457e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -13544778.000000 Penalty: 5772.893066
	Iteration 43Q: 3 clusters Score -1.354478e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -13544951.000000 Penalty: 5772.893066
	Iteration 44Q: 3 clusters Score -1.354495e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -13545077.000000 Penalty: 5772.893066
	Iteration 45Q: 3 clusters Score -1.354508e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -13545126.000000 Penalty: 5772.893066
	Iteration 46Q: 3 clusters Score -1.354513e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -13545190.000000 Penalty: 5772.893066
	Iteration 47Q: 3 clusters Score -1.354519e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -13545268.000000 Penalty: 5772.893066
	Iteration 48Q: 3 clusters Score -1.354527e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -13545308.000000 Penalty: 5772.893066
	Iteration 49Q: 3 clusters Score -1.354531e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -13545305.000000 Penalty: 5772.893066
	Iteration 50Q: 3 clusters Score -1.35453e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -13545329.000000 Penalty: 5772.893066
	Iteration 51Q: 3 clusters Score -1.354533e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -13545316.000000 Penalty: 5772.893066
	Iteration 52Q: 3 clusters Score -1.354532e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -13545346.000000 Penalty: 5772.893066
	Iteration 53Q: 3 clusters Score -1.354535e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -13545384.000000 Penalty: 5772.893066
	Iteration 54Q: 3 clusters Score -1.354538e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -13545407.000000 Penalty: 5772.893066
	Iteration 55Q: 3 clusters Score -1.354541e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -13545399.000000 Penalty: 5772.893066
	Iteration 56Q: 3 clusters Score -1.35454e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -13545382.000000 Penalty: 5772.893066
	Iteration 57Q: 3 clusters Score -1.354538e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -13545398.000000 Penalty: 5772.893066
	Iteration 58Q: 3 clusters Score -1.35454e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -13545372.000000 Penalty: 5772.893066
	Iteration 59Q: 3 clusters Score -1.354537e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -13545377.000000 Penalty: 5772.893066
	Iteration 60F: 3 clusters Score -1.354538e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -13545403.000000 Penalty: 5772.893066
	Iteration 61Q: 3 clusters Score -1.35454e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -13545405.000000 Penalty: 5772.893066
	Iteration 62Q: 3 clusters Score -1.35454e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -13545430.000000 Penalty: 5772.893066
	Iteration 63Q: 3 clusters Score -1.354543e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -13545421.000000 Penalty: 5772.893066
	Iteration 64Q: 3 clusters Score -1.354542e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -13545421.000000 Penalty: 5772.893066
	Iteration 65Q: 3 clusters Score -1.354542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -13545419.000000 Penalty: 5772.893066
	Iteration 66Q: 3 clusters Score -1.354542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -13545413.000000 Penalty: 5772.893066
	Iteration 67Q: 3 clusters Score -1.354541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -13545417.000000 Penalty: 5772.893066
	Iteration 68Q: 3 clusters Score -1.354542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -13545401.000000 Penalty: 5772.893066
	Iteration 69Q: 3 clusters Score -1.35454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -13545419.000000 Penalty: 5772.893066
	Iteration 70Q: 3 clusters Score -1.354542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -13545415.000000 Penalty: 5772.893066
	Iteration 71Q: 3 clusters Score -1.354542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -13545423.000000 Penalty: 5772.893066
	Iteration 72Q: 3 clusters Score -1.354542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -13545434.000000 Penalty: 5772.893066
	Iteration 73Q: 3 clusters Score -1.354543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -13545437.000000 Penalty: 5772.893066
	Iteration 74Q: 3 clusters Score -1.354544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -13545447.000000 Penalty: 5772.893066
	Iteration 75Q: 3 clusters Score -1.354545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -13545434.000000 Penalty: 5772.893066
	Iteration 76Q: 3 clusters Score -1.354543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -13545438.000000 Penalty: 5772.893066
	Iteration 77Q: 3 clusters Score -1.354544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -13545431.000000 Penalty: 5772.893066
	Iteration 78Q: 3 clusters Score -1.354543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -13545417.000000 Penalty: 5772.893066
	Iteration 79Q: 3 clusters Score -1.354542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -13545407.000000 Penalty: 5772.893066
	Iteration 80F: 3 clusters Score -1.354541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -13545406.000000 Penalty: 5772.893066
	Iteration 81Q: 3 clusters Score -1.354541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -13545411.000000 Penalty: 5772.893066
	Iteration 82Q: 3 clusters Score -1.354541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -13545414.000000 Penalty: 5772.893066
	Iteration 83Q: 3 clusters Score -1.354541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -13545423.000000 Penalty: 5772.893066
	Iteration 84Q: 3 clusters Score -1.354542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -13545415.000000 Penalty: 5772.893066
	Iteration 85Q: 3 clusters Score -1.354542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -13545414.000000 Penalty: 5772.893066
	Iteration 86Q: 3 clusters Score -1.354541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 87Q: 3 clusters Score -1.354542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -13545424.000000 Penalty: 5772.893066
	Iteration 88Q: 3 clusters Score -1.354542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -13545430.000000 Penalty: 5772.893066
	Iteration 89Q: 3 clusters Score -1.354543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -13545422.000000 Penalty: 5772.893066
	Iteration 90Q: 3 clusters Score -1.354542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 91Q: 3 clusters Score -1.354542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -13545427.000000 Penalty: 5772.893066
	Iteration 92Q: 3 clusters Score -1.354543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 93Q: 3 clusters Score -1.354542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -13545434.000000 Penalty: 5772.893066
	Iteration 94Q: 3 clusters Score -1.354543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -13545424.000000 Penalty: 5772.893066
	Iteration 95Q: 3 clusters Score -1.354542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -13545416.000000 Penalty: 5772.893066
	Iteration 96Q: 3 clusters Score -1.354542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -13545423.000000 Penalty: 5772.893066
	Iteration 97Q: 3 clusters Score -1.354542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -13545399.000000 Penalty: 5772.893066
	Iteration 98Q: 3 clusters Score -1.35454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -13545416.000000 Penalty: 5772.893066
	Iteration 99Q: 3 clusters Score -1.354542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -13545423.000000 Penalty: 5772.893066
	Iteration 100F: 3 clusters Score -1.354542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -13545426.000000 Penalty: 5772.893066
	Iteration 101Q: 3 clusters Score -1.354543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -13545433.000000 Penalty: 5772.893066
	Iteration 102Q: 3 clusters Score -1.354543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -13545427.000000 Penalty: 5772.893066
	Iteration 103Q: 3 clusters Score -1.354543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -13545422.000000 Penalty: 5772.893066
	Iteration 104Q: 3 clusters Score -1.354542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -13545428.000000 Penalty: 5772.893066
	Iteration 105Q: 3 clusters Score -1.354543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 106Q: 3 clusters Score -1.354542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -13545426.000000 Penalty: 5772.893066
	Iteration 107Q: 3 clusters Score -1.354543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -13545430.000000 Penalty: 5772.893066
	Iteration 108Q: 3 clusters Score -1.354543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -13545411.000000 Penalty: 5772.893066
	Iteration 109Q: 3 clusters Score -1.354541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -13545413.000000 Penalty: 5772.893066
	Iteration 110Q: 3 clusters Score -1.354541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -13545420.000000 Penalty: 5772.893066
	Iteration 111Q: 3 clusters Score -1.354542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 112Q: 3 clusters Score -1.354542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 113Q: 3 clusters Score -1.354542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -13545430.000000 Penalty: 5772.893066
	Iteration 114Q: 3 clusters Score -1.354543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 115Q: 3 clusters Score -1.354542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -13545435.000000 Penalty: 5772.893066
	Iteration 116Q: 3 clusters Score -1.354544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -13545433.000000 Penalty: 5772.893066
	Iteration 117Q: 3 clusters Score -1.354543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -13545435.000000 Penalty: 5772.893066
	Iteration 118Q: 3 clusters Score -1.354544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -13545421.000000 Penalty: 5772.893066
	Iteration 119Q: 3 clusters Score -1.354542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -13545418.000000 Penalty: 5772.893066
	Iteration 120F: 3 clusters Score -1.354542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 121Q: 3 clusters Score -1.354542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -13545430.000000 Penalty: 5772.893066
	Iteration 122Q: 3 clusters Score -1.354543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -13545425.000000 Penalty: 5772.893066
	Iteration 123Q: 3 clusters Score -1.354542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -13545419.000000 Penalty: 5772.893066
	Iteration 124Q: 3 clusters Score -1.354542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -13545426.000000 Penalty: 5772.893066
	Iteration 125Q: 3 clusters Score -1.354543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -13545424.000000 Penalty: 5772.893066
	Iteration 126Q: 3 clusters Score -1.354542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -13545424.000000 Penalty: 5772.893066
	Iteration 127F: 3 clusters Score -1.354542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Entering Unmasked Estep 
Score: -657775.062500 Penalty: 2158.922119
	Iteration 0F: 2 clusters Score -657775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -652745.375000 Penalty: 4317.844238
	Iteration 0F: 3 clusters Score -652745.4 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -655054.437500 Penalty: 4317.844238
	Iteration 1F: 3 clusters Score -655054.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -656824.875000 Penalty: 4317.844238
	Iteration 2F: 3 clusters Score -656824.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -658470.500000 Penalty: 4317.844238
	Iteration 3F: 3 clusters Score -658470.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -659309.750000 Penalty: 4317.844238
	Iteration 4F: 3 clusters Score -659309.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -659729.687500 Penalty: 4317.844238
	Iteration 5F: 3 clusters Score -659729.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -659985.500000 Penalty: 4317.844238
	Iteration 6Q: 3 clusters Score -659985.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -660135.625000 Penalty: 4317.844238
	Iteration 7Q: 3 clusters Score -660135.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -660226.625000 Penalty: 4317.844238
	Iteration 8Q: 3 clusters Score -660226.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -660278.562500 Penalty: 4317.844238
	Iteration 9Q: 3 clusters Score -660278.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -660307.312500 Penalty: 4317.844238
	Iteration 10Q: 3 clusters Score -660307.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -660325.375000 Penalty: 4317.844238
	Iteration 11Q: 3 clusters Score -660325.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -660334.875000 Penalty: 4317.844238
	Iteration 12Q: 3 clusters Score -660334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -660344.500000 Penalty: 4317.844238
	Iteration 13Q: 3 clusters Score -660344.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -660352.000000 Penalty: 4317.844238
	Iteration 14Q: 3 clusters Score -660352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -660370.375000 Penalty: 4317.844238
	Iteration 15Q: 3 clusters Score -660370.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -660390.062500 Penalty: 4317.844238
	Iteration 16Q: 3 clusters Score -660390.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -660399.125000 Penalty: 4317.844238
	Iteration 17Q: 3 clusters Score -660399.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -660408.750000 Penalty: 4317.844238
	Iteration 18Q: 3 clusters Score -660408.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -660420.250000 Penalty: 4317.844238
	Iteration 19Q: 3 clusters Score -660420.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -660429.562500 Penalty: 4317.844238
	Iteration 20F: 3 clusters Score -660429.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -660437.812500 Penalty: 4317.844238
	Iteration 21Q: 3 clusters Score -660437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -660439.687500 Penalty: 4317.844238
	Iteration 22Q: 3 clusters Score -660439.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -660442.375000 Penalty: 4317.844238
	Iteration 23Q: 3 clusters Score -660442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -660445.437500 Penalty: 4317.844238
	Iteration 24Q: 3 clusters Score -660445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -660446.062500 Penalty: 4317.844238
	Iteration 25Q: 3 clusters Score -660446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -660447.875000 Penalty: 4317.844238
	Iteration 26Q: 3 clusters Score -660447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -660448.500000 Penalty: 4317.844238
	Iteration 27Q: 3 clusters Score -660448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -660447.312500 Penalty: 4317.844238
	Iteration 28Q: 3 clusters Score -660447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -660447.312500 Penalty: 4317.844238
	Iteration 29F: 3 clusters Score -660447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 200295 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 31264 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Mstep: Class 23 contains 2392 members 
Entering Unmasked Estep 
Score: -205402640.000000 Penalty: 82108.992188
Splitting cluster 10 changes total score from -205388464.000000 to -205402640.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (200295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200295 members 
Entering Unmasked Estep 
Score: -24147006.000000 Penalty: 3027.471436
	Iteration 0F: 2 clusters Score -2.414701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -24036164.000000 Penalty: 6054.942871
	Iteration 0F: 3 clusters Score -2.403616e+07 nChanged 96642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -24093108.000000 Penalty: 6054.942871
	Iteration 1F: 3 clusters Score -2.409311e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -24094846.000000 Penalty: 6054.942871
	Iteration 2Q: 3 clusters Score -2.409485e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112834 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -24097666.000000 Penalty: 6054.942871
	Iteration 3Q: 3 clusters Score -2.409767e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -24102234.000000 Penalty: 6054.942871
	Iteration 4Q: 3 clusters Score -2.410223e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -24109728.000000 Penalty: 6054.942871
	Iteration 5F: 3 clusters Score -2.410973e+07 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139212 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -24119858.000000 Penalty: 6054.942871
	Iteration 6F: 3 clusters Score -2.411986e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151767 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -24131238.000000 Penalty: 6054.942871
	Iteration 7F: 3 clusters Score -2.413124e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -24140004.000000 Penalty: 6054.942871
	Iteration 8F: 3 clusters Score -2.414e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170030 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -24145346.000000 Penalty: 6054.942871
	Iteration 9Q: 3 clusters Score -2.414535e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173925 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -24147734.000000 Penalty: 6054.942871
	Iteration 10Q: 3 clusters Score -2.414773e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -24148572.000000 Penalty: 6054.942871
	Iteration 11Q: 3 clusters Score -2.414857e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177325 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -24148672.000000 Penalty: 6054.942871
	Iteration 12Q: 3 clusters Score -2.414867e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178367 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -24148872.000000 Penalty: 6054.942871
	Iteration 13Q: 3 clusters Score -2.414887e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179136 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -24148822.000000 Penalty: 6054.942871
	Iteration 14Q: 3 clusters Score -2.414882e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -24148730.000000 Penalty: 6054.942871
	Iteration 15Q: 3 clusters Score -2.414873e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180298 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -24148678.000000 Penalty: 6054.942871
	Iteration 16Q: 3 clusters Score -2.414868e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180778 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -24148640.000000 Penalty: 6054.942871
	Iteration 17Q: 3 clusters Score -2.414864e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -24148638.000000 Penalty: 6054.942871
	Iteration 18Q: 3 clusters Score -2.414864e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181755 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -24148564.000000 Penalty: 6054.942871
	Iteration 19Q: 3 clusters Score -2.414856e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -24148464.000000 Penalty: 6054.942871
	Iteration 20F: 3 clusters Score -2.414846e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182502 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -24148412.000000 Penalty: 6054.942871
	Iteration 21Q: 3 clusters Score -2.414841e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182850 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -24148414.000000 Penalty: 6054.942871
	Iteration 22Q: 3 clusters Score -2.414841e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183183 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -24148286.000000 Penalty: 6054.942871
	Iteration 23Q: 3 clusters Score -2.414829e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183489 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -24148174.000000 Penalty: 6054.942871
	Iteration 24Q: 3 clusters Score -2.414817e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -24148110.000000 Penalty: 6054.942871
	Iteration 25Q: 3 clusters Score -2.414811e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -24148068.000000 Penalty: 6054.942871
	Iteration 26Q: 3 clusters Score -2.414807e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184415 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -24148054.000000 Penalty: 6054.942871
	Iteration 27Q: 3 clusters Score -2.414805e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184716 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -24148038.000000 Penalty: 6054.942871
	Iteration 28Q: 3 clusters Score -2.414804e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184997 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -24148046.000000 Penalty: 6054.942871
	Iteration 29Q: 3 clusters Score -2.414805e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185268 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -24147992.000000 Penalty: 6054.942871
	Iteration 30Q: 3 clusters Score -2.414799e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185529 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -24148022.000000 Penalty: 6054.942871
	Iteration 31Q: 3 clusters Score -2.414802e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -24147922.000000 Penalty: 6054.942871
	Iteration 32Q: 3 clusters Score -2.414792e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186049 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -24147886.000000 Penalty: 6054.942871
	Iteration 33Q: 3 clusters Score -2.414789e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -24147898.000000 Penalty: 6054.942871
	Iteration 34Q: 3 clusters Score -2.41479e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186571 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -24147828.000000 Penalty: 6054.942871
	Iteration 35Q: 3 clusters Score -2.414783e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -24147772.000000 Penalty: 6054.942871
	Iteration 36Q: 3 clusters Score -2.414777e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -24147760.000000 Penalty: 6054.942871
	Iteration 37Q: 3 clusters Score -2.414776e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187309 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -24147762.000000 Penalty: 6054.942871
	Iteration 38Q: 3 clusters Score -2.414776e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -24147734.000000 Penalty: 6054.942871
	Iteration 39Q: 3 clusters Score -2.414773e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187766 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -24147726.000000 Penalty: 6054.942871
	Iteration 40F: 3 clusters Score -2.414773e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187980 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -24147698.000000 Penalty: 6054.942871
	Iteration 41Q: 3 clusters Score -2.41477e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188198 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -24147694.000000 Penalty: 6054.942871
	Iteration 42Q: 3 clusters Score -2.414769e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188425 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -24147642.000000 Penalty: 6054.942871
	Iteration 43Q: 3 clusters Score -2.414764e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188665 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -24147556.000000 Penalty: 6054.942871
	Iteration 44Q: 3 clusters Score -2.414756e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188875 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -24147566.000000 Penalty: 6054.942871
	Iteration 45Q: 3 clusters Score -2.414757e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189109 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -24147530.000000 Penalty: 6054.942871
	Iteration 46Q: 3 clusters Score -2.414753e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -24147514.000000 Penalty: 6054.942871
	Iteration 47Q: 3 clusters Score -2.414751e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189613 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -24147534.000000 Penalty: 6054.942871
	Iteration 48Q: 3 clusters Score -2.414753e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189859 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -24147472.000000 Penalty: 6054.942871
	Iteration 49Q: 3 clusters Score -2.414747e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190108 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -24147426.000000 Penalty: 6054.942871
	Iteration 50Q: 3 clusters Score -2.414743e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190371 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -24147406.000000 Penalty: 6054.942871
	Iteration 51Q: 3 clusters Score -2.414741e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -24147356.000000 Penalty: 6054.942871
	Iteration 52Q: 3 clusters Score -2.414736e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190870 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -24147340.000000 Penalty: 6054.942871
	Iteration 53Q: 3 clusters Score -2.414734e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191109 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -24147338.000000 Penalty: 6054.942871
	Iteration 54Q: 3 clusters Score -2.414734e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191323 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -24147314.000000 Penalty: 6054.942871
	Iteration 55Q: 3 clusters Score -2.414731e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191556 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -24147340.000000 Penalty: 6054.942871
	Iteration 56Q: 3 clusters Score -2.414734e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -24147344.000000 Penalty: 6054.942871
	Iteration 57Q: 3 clusters Score -2.414734e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191987 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -24147390.000000 Penalty: 6054.942871
	Iteration 58Q: 3 clusters Score -2.414739e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192207 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -24147372.000000 Penalty: 6054.942871
	Iteration 59Q: 3 clusters Score -2.414737e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192416 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -24147356.000000 Penalty: 6054.942871
	Iteration 60F: 3 clusters Score -2.414736e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192635 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -24147368.000000 Penalty: 6054.942871
	Iteration 61Q: 3 clusters Score -2.414737e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192827 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -24147318.000000 Penalty: 6054.942871
	Iteration 62Q: 3 clusters Score -2.414732e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193034 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -24147332.000000 Penalty: 6054.942871
	Iteration 63Q: 3 clusters Score -2.414733e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193230 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -24147376.000000 Penalty: 6054.942871
	Iteration 64Q: 3 clusters Score -2.414738e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -24147406.000000 Penalty: 6054.942871
	Iteration 65Q: 3 clusters Score -2.414741e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193654 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -24147458.000000 Penalty: 6054.942871
	Iteration 66Q: 3 clusters Score -2.414746e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193842 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -24147480.000000 Penalty: 6054.942871
	Iteration 67Q: 3 clusters Score -2.414748e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194032 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -24147496.000000 Penalty: 6054.942871
	Iteration 68Q: 3 clusters Score -2.41475e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194224 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -24147576.000000 Penalty: 6054.942871
	Iteration 69Q: 3 clusters Score -2.414758e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194414 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -24147622.000000 Penalty: 6054.942871
	Iteration 70Q: 3 clusters Score -2.414762e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194600 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -24147648.000000 Penalty: 6054.942871
	Iteration 71Q: 3 clusters Score -2.414765e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194772 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -24147664.000000 Penalty: 6054.942871
	Iteration 72Q: 3 clusters Score -2.414766e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194935 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -24147648.000000 Penalty: 6054.942871
	Iteration 73Q: 3 clusters Score -2.414765e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195077 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -24147644.000000 Penalty: 6054.942871
	Iteration 74Q: 3 clusters Score -2.414764e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -24147650.000000 Penalty: 6054.942871
	Iteration 75Q: 3 clusters Score -2.414765e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195340 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -24147682.000000 Penalty: 6054.942871
	Iteration 76Q: 3 clusters Score -2.414768e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195464 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -24147700.000000 Penalty: 6054.942871
	Iteration 77Q: 3 clusters Score -2.41477e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195563 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -24147696.000000 Penalty: 6054.942871
	Iteration 78Q: 3 clusters Score -2.41477e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195642 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -24147678.000000 Penalty: 6054.942871
	Iteration 79Q: 3 clusters Score -2.414768e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195716 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -24147656.000000 Penalty: 6054.942871
	Iteration 80F: 3 clusters Score -2.414766e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195773 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -24147698.000000 Penalty: 6054.942871
	Iteration 81Q: 3 clusters Score -2.41477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195832 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -24147706.000000 Penalty: 6054.942871
	Iteration 82Q: 3 clusters Score -2.414771e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195901 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -24147700.000000 Penalty: 6054.942871
	Iteration 83Q: 3 clusters Score -2.41477e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195961 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -24147746.000000 Penalty: 6054.942871
	Iteration 84Q: 3 clusters Score -2.414775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195997 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -24147764.000000 Penalty: 6054.942871
	Iteration 85Q: 3 clusters Score -2.414776e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196028 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -24147756.000000 Penalty: 6054.942871
	Iteration 86Q: 3 clusters Score -2.414776e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196053 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -24147772.000000 Penalty: 6054.942871
	Iteration 87Q: 3 clusters Score -2.414777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196086 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -24147762.000000 Penalty: 6054.942871
	Iteration 88Q: 3 clusters Score -2.414776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196110 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -24147772.000000 Penalty: 6054.942871
	Iteration 89Q: 3 clusters Score -2.414777e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196136 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -24147776.000000 Penalty: 6054.942871
	Iteration 90Q: 3 clusters Score -2.414778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196157 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -24147760.000000 Penalty: 6054.942871
	Iteration 91Q: 3 clusters Score -2.414776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196182 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -24147762.000000 Penalty: 6054.942871
	Iteration 92Q: 3 clusters Score -2.414776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196200 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -24147760.000000 Penalty: 6054.942871
	Iteration 93Q: 3 clusters Score -2.414776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196216 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -24147778.000000 Penalty: 6054.942871
	Iteration 94Q: 3 clusters Score -2.414778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196231 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -24147750.000000 Penalty: 6054.942871
	Iteration 95Q: 3 clusters Score -2.414775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196237 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -24147762.000000 Penalty: 6054.942871
	Iteration 96Q: 3 clusters Score -2.414776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196243 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -24147792.000000 Penalty: 6054.942871
	Iteration 97Q: 3 clusters Score -2.414779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -24147762.000000 Penalty: 6054.942871
	Iteration 98Q: 3 clusters Score -2.414776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196256 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -24147768.000000 Penalty: 6054.942871
	Iteration 99Q: 3 clusters Score -2.414777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196261 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -24147790.000000 Penalty: 6054.942871
	Iteration 100F: 3 clusters Score -2.414779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196260 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -24147804.000000 Penalty: 6054.942871
	Iteration 101Q: 3 clusters Score -2.41478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196269 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -24147810.000000 Penalty: 6054.942871
	Iteration 102Q: 3 clusters Score -2.414781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196276 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -24147800.000000 Penalty: 6054.942871
	Iteration 103Q: 3 clusters Score -2.41478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196282 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -24147802.000000 Penalty: 6054.942871
	Iteration 104Q: 3 clusters Score -2.41478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196289 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -24147804.000000 Penalty: 6054.942871
	Iteration 105Q: 3 clusters Score -2.41478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196301 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -24147828.000000 Penalty: 6054.942871
	Iteration 106Q: 3 clusters Score -2.414783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196306 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -24147822.000000 Penalty: 6054.942871
	Iteration 107Q: 3 clusters Score -2.414782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196310 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -24147798.000000 Penalty: 6054.942871
	Iteration 108Q: 3 clusters Score -2.41478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196313 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -24147798.000000 Penalty: 6054.942871
	Iteration 109Q: 3 clusters Score -2.41478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196314 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -24147808.000000 Penalty: 6054.942871
	Iteration 110Q: 3 clusters Score -2.414781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196314 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -24147808.000000 Penalty: 6054.942871
	Iteration 111F: 3 clusters Score -2.414781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 196314 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 31264 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 3981 members 
Entering Unmasked Estep 
Score: -205402912.000000 Penalty: 85678.945312
Splitting cluster 11 changes total score from -205388464.000000 to -205402912.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (20435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Entering Unmasked Estep 
Score: -2386805.500000 Penalty: 2461.400879
	Iteration 0F: 2 clusters Score -2386806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2372416.000000 Penalty: 4922.801758
	Iteration 0F: 3 clusters Score -2372416 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2377861.750000 Penalty: 4922.801758
	Iteration 1F: 3 clusters Score -2377862 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2379272.750000 Penalty: 4922.801758
	Iteration 2F: 3 clusters Score -2379273 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2381693.250000 Penalty: 4922.801758
	Iteration 3F: 3 clusters Score -2381693 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2384920.250000 Penalty: 4922.801758
	Iteration 4F: 3 clusters Score -2384920 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2387022.500000 Penalty: 4922.801758
	Iteration 5F: 3 clusters Score -2387022 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2387960.750000 Penalty: 4922.801758
	Iteration 6F: 3 clusters Score -2387961 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2388345.000000 Penalty: 4922.801758
	Iteration 7Q: 3 clusters Score -2388345 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2388573.250000 Penalty: 4922.801758
	Iteration 8Q: 3 clusters Score -2388573 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2388715.750000 Penalty: 4922.801758
	Iteration 9Q: 3 clusters Score -2388716 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2388800.500000 Penalty: 4922.801758
	Iteration 10Q: 3 clusters Score -2388800 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2388864.250000 Penalty: 4922.801758
	Iteration 11Q: 3 clusters Score -2388864 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2388917.750000 Penalty: 4922.801758
	Iteration 12Q: 3 clusters Score -2388918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2388959.250000 Penalty: 4922.801758
	Iteration 13Q: 3 clusters Score -2388959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2389005.250000 Penalty: 4922.801758
	Iteration 14Q: 3 clusters Score -2389005 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2389047.750000 Penalty: 4922.801758
	Iteration 15Q: 3 clusters Score -2389048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2389078.000000 Penalty: 4922.801758
	Iteration 16Q: 3 clusters Score -2389078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2389134.500000 Penalty: 4922.801758
	Iteration 17Q: 3 clusters Score -2389134 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2389190.750000 Penalty: 4922.801758
	Iteration 18Q: 3 clusters Score -2389191 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2389247.250000 Penalty: 4922.801758
	Iteration 19Q: 3 clusters Score -2389247 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2389290.750000 Penalty: 4922.801758
	Iteration 20F: 3 clusters Score -2389291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2389323.000000 Penalty: 4922.801758
	Iteration 21Q: 3 clusters Score -2389323 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2389344.750000 Penalty: 4922.801758
	Iteration 22Q: 3 clusters Score -2389345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2389356.000000 Penalty: 4922.801758
	Iteration 23Q: 3 clusters Score -2389356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2389375.500000 Penalty: 4922.801758
	Iteration 24Q: 3 clusters Score -2389376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2389384.500000 Penalty: 4922.801758
	Iteration 25Q: 3 clusters Score -2389384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2389380.250000 Penalty: 4922.801758
	Iteration 26Q: 3 clusters Score -2389380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2389395.750000 Penalty: 4922.801758
	Iteration 27Q: 3 clusters Score -2389396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2389403.000000 Penalty: 4922.801758
	Iteration 28Q: 3 clusters Score -2389403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2389421.750000 Penalty: 4922.801758
	Iteration 29Q: 3 clusters Score -2389422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2389441.500000 Penalty: 4922.801758
	Iteration 30Q: 3 clusters Score -2389442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2389445.500000 Penalty: 4922.801758
	Iteration 31Q: 3 clusters Score -2389446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2389454.750000 Penalty: 4922.801758
	Iteration 32Q: 3 clusters Score -2389455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2389461.500000 Penalty: 4922.801758
	Iteration 33Q: 3 clusters Score -2389462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2389474.750000 Penalty: 4922.801758
	Iteration 34Q: 3 clusters Score -2389475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2389481.750000 Penalty: 4922.801758
	Iteration 35Q: 3 clusters Score -2389482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2389482.750000 Penalty: 4922.801758
	Iteration 36Q: 3 clusters Score -2389483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2389481.250000 Penalty: 4922.801758
	Iteration 37Q: 3 clusters Score -2389481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2389483.750000 Penalty: 4922.801758
	Iteration 38Q: 3 clusters Score -2389484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2389482.750000 Penalty: 4922.801758
	Iteration 39Q: 3 clusters Score -2389483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2389482.500000 Penalty: 4922.801758
	Iteration 40F: 3 clusters Score -2389482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2389484.500000 Penalty: 4922.801758
	Iteration 41Q: 3 clusters Score -2389484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2389490.000000 Penalty: 4922.801758
	Iteration 42Q: 3 clusters Score -2389490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2389487.500000 Penalty: 4922.801758
	Iteration 43Q: 3 clusters Score -2389488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2389487.500000 Penalty: 4922.801758
	Iteration 44Q: 3 clusters Score -2389488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2389489.500000 Penalty: 4922.801758
	Iteration 45Q: 3 clusters Score -2389490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2389491.250000 Penalty: 4922.801758
	Iteration 46Q: 3 clusters Score -2389491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2389490.000000 Penalty: 4922.801758
	Iteration 47Q: 3 clusters Score -2389490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2389490.000000 Penalty: 4922.801758
	Iteration 48F: 3 clusters Score -2389490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 196314 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 31264 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 3776 members 
Entering Unmasked Estep 
Score: -205404384.000000 Penalty: 89248.898438
Splitting cluster 12 changes total score from -205388464.000000 to -205404384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (34194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Entering Unmasked Estep 
Score: -3807912.500000 Penalty: 2589.071533
	Iteration 0F: 2 clusters Score -3807912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3784642.750000 Penalty: 5178.143066
	Iteration 0F: 3 clusters Score -3784643 nChanged 15458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3793435.250000 Penalty: 5178.143066
	Iteration 1F: 3 clusters Score -3793435 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3794335.000000 Penalty: 5178.143066
	Iteration 2F: 3 clusters Score -3794335 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3795396.500000 Penalty: 5178.143066
	Iteration 3F: 3 clusters Score -3795396 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3796700.500000 Penalty: 5178.143066
	Iteration 4F: 3 clusters Score -3796700 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3798174.500000 Penalty: 5178.143066
	Iteration 5F: 3 clusters Score -3798174 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3799703.500000 Penalty: 5178.143066
	Iteration 6F: 3 clusters Score -3799704 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3801169.000000 Penalty: 5178.143066
	Iteration 7F: 3 clusters Score -3801169 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3802259.000000 Penalty: 5178.143066
	Iteration 8Q: 3 clusters Score -3802259 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3802971.500000 Penalty: 5178.143066
	Iteration 9Q: 3 clusters Score -3802972 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3803507.000000 Penalty: 5178.143066
	Iteration 10Q: 3 clusters Score -3803507 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3803892.500000 Penalty: 5178.143066
	Iteration 11Q: 3 clusters Score -3803892 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3804203.500000 Penalty: 5178.143066
	Iteration 12Q: 3 clusters Score -3804204 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3804479.250000 Penalty: 5178.143066
	Iteration 13Q: 3 clusters Score -3804479 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3804709.000000 Penalty: 5178.143066
	Iteration 14Q: 3 clusters Score -3804709 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3804916.000000 Penalty: 5178.143066
	Iteration 15Q: 3 clusters Score -3804916 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3805064.250000 Penalty: 5178.143066
	Iteration 16Q: 3 clusters Score -3805064 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3805220.250000 Penalty: 5178.143066
	Iteration 17Q: 3 clusters Score -3805220 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3805382.500000 Penalty: 5178.143066
	Iteration 18Q: 3 clusters Score -3805382 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3805507.250000 Penalty: 5178.143066
	Iteration 19Q: 3 clusters Score -3805507 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3805631.250000 Penalty: 5178.143066
	Iteration 20F: 3 clusters Score -3805631 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3805744.500000 Penalty: 5178.143066
	Iteration 21Q: 3 clusters Score -3805744 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3805824.750000 Penalty: 5178.143066
	Iteration 22Q: 3 clusters Score -3805825 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3805897.000000 Penalty: 5178.143066
	Iteration 23Q: 3 clusters Score -3805897 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3805968.000000 Penalty: 5178.143066
	Iteration 24Q: 3 clusters Score -3805968 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3806020.250000 Penalty: 5178.143066
	Iteration 25Q: 3 clusters Score -3806020 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3806053.500000 Penalty: 5178.143066
	Iteration 26Q: 3 clusters Score -3806054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3806097.250000 Penalty: 5178.143066
	Iteration 27Q: 3 clusters Score -3806097 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3806116.250000 Penalty: 5178.143066
	Iteration 28Q: 3 clusters Score -3806116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3806146.000000 Penalty: 5178.143066
	Iteration 29Q: 3 clusters Score -3806146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3806176.500000 Penalty: 5178.143066
	Iteration 30Q: 3 clusters Score -3806176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3806204.000000 Penalty: 5178.143066
	Iteration 31Q: 3 clusters Score -3806204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3806230.000000 Penalty: 5178.143066
	Iteration 32Q: 3 clusters Score -3806230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3806255.000000 Penalty: 5178.143066
	Iteration 33Q: 3 clusters Score -3806255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3806279.250000 Penalty: 5178.143066
	Iteration 34Q: 3 clusters Score -3806279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3806317.500000 Penalty: 5178.143066
	Iteration 35Q: 3 clusters Score -3806318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3806353.750000 Penalty: 5178.143066
	Iteration 36Q: 3 clusters Score -3806354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3806404.250000 Penalty: 5178.143066
	Iteration 37Q: 3 clusters Score -3806404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3806461.750000 Penalty: 5178.143066
	Iteration 38Q: 3 clusters Score -3806462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3806527.000000 Penalty: 5178.143066
	Iteration 39Q: 3 clusters Score -3806527 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3806588.000000 Penalty: 5178.143066
	Iteration 40F: 3 clusters Score -3806588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3806627.500000 Penalty: 5178.143066
	Iteration 41Q: 3 clusters Score -3806628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3806665.500000 Penalty: 5178.143066
	Iteration 42Q: 3 clusters Score -3806666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3806692.750000 Penalty: 5178.143066
	Iteration 43Q: 3 clusters Score -3806693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3806699.750000 Penalty: 5178.143066
	Iteration 44Q: 3 clusters Score -3806700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3806709.000000 Penalty: 5178.143066
	Iteration 45Q: 3 clusters Score -3806709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3806709.750000 Penalty: 5178.143066
	Iteration 46Q: 3 clusters Score -3806710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3806713.750000 Penalty: 5178.143066
	Iteration 47Q: 3 clusters Score -3806714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3806727.000000 Penalty: 5178.143066
	Iteration 48Q: 3 clusters Score -3806727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3806729.500000 Penalty: 5178.143066
	Iteration 49Q: 3 clusters Score -3806730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3806730.000000 Penalty: 5178.143066
	Iteration 50Q: 3 clusters Score -3806730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3806734.500000 Penalty: 5178.143066
	Iteration 51Q: 3 clusters Score -3806734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3806732.250000 Penalty: 5178.143066
	Iteration 52Q: 3 clusters Score -3806732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3806731.000000 Penalty: 5178.143066
	Iteration 53Q: 3 clusters Score -3806731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3806732.000000 Penalty: 5178.143066
	Iteration 54Q: 3 clusters Score -3806732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3806732.000000 Penalty: 5178.143066
	Iteration 55F: 3 clusters Score -3806732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Entering Unmasked Estep 
Score: -3517846.000000 Penalty: 2566.855225
	Iteration 0F: 2 clusters Score -3517846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3496469.500000 Penalty: 5133.710449
	Iteration 0F: 3 clusters Score -3496470 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3505155.750000 Penalty: 5133.710449
	Iteration 1F: 3 clusters Score -3505156 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3506689.500000 Penalty: 5133.710449
	Iteration 2F: 3 clusters Score -3506690 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3508550.500000 Penalty: 5133.710449
	Iteration 3F: 3 clusters Score -3508550 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3510405.750000 Penalty: 5133.710449
	Iteration 4F: 3 clusters Score -3510406 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3511972.000000 Penalty: 5133.710449
	Iteration 5F: 3 clusters Score -3511972 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3513279.500000 Penalty: 5133.710449
	Iteration 6F: 3 clusters Score -3513280 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3514285.250000 Penalty: 5133.710449
	Iteration 7F: 3 clusters Score -3514285 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3515131.250000 Penalty: 5133.710449
	Iteration 8Q: 3 clusters Score -3515131 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3515756.000000 Penalty: 5133.710449
	Iteration 9Q: 3 clusters Score -3515756 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3516253.500000 Penalty: 5133.710449
	Iteration 10Q: 3 clusters Score -3516254 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3516617.500000 Penalty: 5133.710449
	Iteration 11Q: 3 clusters Score -3516618 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3516857.000000 Penalty: 5133.710449
	Iteration 12Q: 3 clusters Score -3516857 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3517097.750000 Penalty: 5133.710449
	Iteration 13Q: 3 clusters Score -3517098 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3517269.000000 Penalty: 5133.710449
	Iteration 14Q: 3 clusters Score -3517269 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3517389.500000 Penalty: 5133.710449
	Iteration 15Q: 3 clusters Score -3517390 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3517498.000000 Penalty: 5133.710449
	Iteration 16Q: 3 clusters Score -3517498 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3517586.500000 Penalty: 5133.710449
	Iteration 17Q: 3 clusters Score -3517586 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3517661.000000 Penalty: 5133.710449
	Iteration 18Q: 3 clusters Score -3517661 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3517727.000000 Penalty: 5133.710449
	Iteration 19Q: 3 clusters Score -3517727 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3517782.500000 Penalty: 5133.710449
	Iteration 20F: 3 clusters Score -3517782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3517831.750000 Penalty: 5133.710449
	Iteration 21Q: 3 clusters Score -3517832 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3517876.750000 Penalty: 5133.710449
	Iteration 22Q: 3 clusters Score -3517877 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3517925.250000 Penalty: 5133.710449
	Iteration 23Q: 3 clusters Score -3517925 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3517957.750000 Penalty: 5133.710449
	Iteration 24Q: 3 clusters Score -3517958 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3517987.000000 Penalty: 5133.710449
	Iteration 25Q: 3 clusters Score -3517987 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3518043.500000 Penalty: 5133.710449
	Iteration 26Q: 3 clusters Score -3518044 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3518081.250000 Penalty: 5133.710449
	Iteration 27Q: 3 clusters Score -3518081 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3518110.000000 Penalty: 5133.710449
	Iteration 28Q: 3 clusters Score -3518110 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3518132.250000 Penalty: 5133.710449
	Iteration 29Q: 3 clusters Score -3518132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3518133.000000 Penalty: 5133.710449
	Iteration 30Q: 3 clusters Score -3518133 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3518162.500000 Penalty: 5133.710449
	Iteration 31Q: 3 clusters Score -3518162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3518201.250000 Penalty: 5133.710449
	Iteration 32Q: 3 clusters Score -3518201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3518201.750000 Penalty: 5133.710449
	Iteration 33Q: 3 clusters Score -3518202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3518219.250000 Penalty: 5133.710449
	Iteration 34Q: 3 clusters Score -3518219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3518233.000000 Penalty: 5133.710449
	Iteration 35Q: 3 clusters Score -3518233 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3518238.500000 Penalty: 5133.710449
	Iteration 36Q: 3 clusters Score -3518238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3518244.250000 Penalty: 5133.710449
	Iteration 37Q: 3 clusters Score -3518244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3518244.750000 Penalty: 5133.710449
	Iteration 38Q: 3 clusters Score -3518245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3518254.250000 Penalty: 5133.710449
	Iteration 39Q: 3 clusters Score -3518254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3518254.000000 Penalty: 5133.710449
	Iteration 40F: 3 clusters Score -3518254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3518262.000000 Penalty: 5133.710449
	Iteration 41Q: 3 clusters Score -3518262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3518264.000000 Penalty: 5133.710449
	Iteration 42Q: 3 clusters Score -3518264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3518267.250000 Penalty: 5133.710449
	Iteration 43Q: 3 clusters Score -3518267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3518273.500000 Penalty: 5133.710449
	Iteration 44Q: 3 clusters Score -3518274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3518282.500000 Penalty: 5133.710449
	Iteration 45Q: 3 clusters Score -3518282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3518280.250000 Penalty: 5133.710449
	Iteration 46Q: 3 clusters Score -3518280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3518276.750000 Penalty: 5133.710449
	Iteration 47Q: 3 clusters Score -3518277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3518278.750000 Penalty: 5133.710449
	Iteration 48Q: 3 clusters Score -3518279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3518286.750000 Penalty: 5133.710449
	Iteration 49Q: 3 clusters Score -3518287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3518286.000000 Penalty: 5133.710449
	Iteration 50Q: 3 clusters Score -3518286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3518285.500000 Penalty: 5133.710449
	Iteration 51Q: 3 clusters Score -3518286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3518284.250000 Penalty: 5133.710449
	Iteration 52Q: 3 clusters Score -3518284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3518285.500000 Penalty: 5133.710449
	Iteration 53Q: 3 clusters Score -3518286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3518283.000000 Penalty: 5133.710449
	Iteration 54Q: 3 clusters Score -3518283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3518288.000000 Penalty: 5133.710449
	Iteration 55Q: 3 clusters Score -3518288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3518288.750000 Penalty: 5133.710449
	Iteration 56Q: 3 clusters Score -3518289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3518287.250000 Penalty: 5133.710449
	Iteration 57Q: 3 clusters Score -3518287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3518285.500000 Penalty: 5133.710449
	Iteration 58Q: 3 clusters Score -3518286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3518288.500000 Penalty: 5133.710449
	Iteration 59Q: 3 clusters Score -3518288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3518287.250000 Penalty: 5133.710449
	Iteration 60F: 3 clusters Score -3518287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3518290.000000 Penalty: 5133.710449
	Iteration 61Q: 3 clusters Score -3518290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3518285.500000 Penalty: 5133.710449
	Iteration 62Q: 3 clusters Score -3518286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3518285.250000 Penalty: 5133.710449
	Iteration 63Q: 3 clusters Score -3518285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3518290.250000 Penalty: 5133.710449
	Iteration 64Q: 3 clusters Score -3518290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3518297.750000 Penalty: 5133.710449
	Iteration 65Q: 3 clusters Score -3518298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3518298.500000 Penalty: 5133.710449
	Iteration 66Q: 3 clusters Score -3518298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3518292.250000 Penalty: 5133.710449
	Iteration 67Q: 3 clusters Score -3518292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3518292.000000 Penalty: 5133.710449
	Iteration 68Q: 3 clusters Score -3518292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3518297.500000 Penalty: 5133.710449
	Iteration 69Q: 3 clusters Score -3518298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3518299.500000 Penalty: 5133.710449
	Iteration 70Q: 3 clusters Score -3518300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3518295.000000 Penalty: 5133.710449
	Iteration 71Q: 3 clusters Score -3518295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3518293.250000 Penalty: 5133.710449
	Iteration 72Q: 3 clusters Score -3518293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3518294.000000 Penalty: 5133.710449
	Iteration 73Q: 3 clusters Score -3518294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3518288.750000 Penalty: 5133.710449
	Iteration 74Q: 3 clusters Score -3518289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3518294.000000 Penalty: 5133.710449
	Iteration 75Q: 3 clusters Score -3518294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3518303.000000 Penalty: 5133.710449
	Iteration 76Q: 3 clusters Score -3518303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3518296.500000 Penalty: 5133.710449
	Iteration 77Q: 3 clusters Score -3518296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3518306.500000 Penalty: 5133.710449
	Iteration 78Q: 3 clusters Score -3518306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3518313.250000 Penalty: 5133.710449
	Iteration 79Q: 3 clusters Score -3518313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3518315.250000 Penalty: 5133.710449
	Iteration 80F: 3 clusters Score -3518315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3518310.750000 Penalty: 5133.710449
	Iteration 81Q: 3 clusters Score -3518311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3518311.000000 Penalty: 5133.710449
	Iteration 82Q: 3 clusters Score -3518311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3518316.250000 Penalty: 5133.710449
	Iteration 83Q: 3 clusters Score -3518316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3518315.500000 Penalty: 5133.710449
	Iteration 84Q: 3 clusters Score -3518316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3518319.000000 Penalty: 5133.710449
	Iteration 85Q: 3 clusters Score -3518319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3518318.250000 Penalty: 5133.710449
	Iteration 86Q: 3 clusters Score -3518318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3518313.500000 Penalty: 5133.710449
	Iteration 87Q: 3 clusters Score -3518314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3518307.250000 Penalty: 5133.710449
	Iteration 88Q: 3 clusters Score -3518307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3518307.750000 Penalty: 5133.710449
	Iteration 89Q: 3 clusters Score -3518308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3518309.500000 Penalty: 5133.710449
	Iteration 90Q: 3 clusters Score -3518310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3518311.500000 Penalty: 5133.710449
	Iteration 91Q: 3 clusters Score -3518312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3518311.750000 Penalty: 5133.710449
	Iteration 92Q: 3 clusters Score -3518312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3518316.000000 Penalty: 5133.710449
	Iteration 93Q: 3 clusters Score -3518316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3518313.250000 Penalty: 5133.710449
	Iteration 94Q: 3 clusters Score -3518313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3518315.000000 Penalty: 5133.710449
	Iteration 95Q: 3 clusters Score -3518315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3518315.000000 Penalty: 5133.710449
	Iteration 96F: 3 clusters Score -3518315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 196314 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 26338 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 4926 members 
Entering Unmasked Estep 
Score: -205403552.000000 Penalty: 92818.859375
Splitting cluster 14 changes total score from -205388464.000000 to -205403552.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (195071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195071 members 
Entering Unmasked Estep 
Score: -23384822.000000 Penalty: 3020.917480
	Iteration 0F: 2 clusters Score -2.338482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -23261314.000000 Penalty: 6041.834961
	Iteration 0F: 3 clusters Score -2.326131e+07 nChanged 93557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -23317600.000000 Penalty: 6041.834961
	Iteration 1F: 3 clusters Score -2.33176e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -23320194.000000 Penalty: 6041.834961
	Iteration 2Q: 3 clusters Score -2.332019e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -23324002.000000 Penalty: 6041.834961
	Iteration 3Q: 3 clusters Score -2.3324e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -23329998.000000 Penalty: 6041.834961
	Iteration 4F: 3 clusters Score -2.333e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 128068 members 
Entering Unmasked Estep 
Score: -23338004.000000 Penalty: 6041.834961
	Iteration 5F: 3 clusters Score -2.3338e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 139175 members 
Entering Unmasked Estep 
Score: -23347606.000000 Penalty: 6041.834961
	Iteration 6F: 3 clusters Score -2.334761e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 150641 members 
Entering Unmasked Estep 
Score: -23357106.000000 Penalty: 6041.834961
	Iteration 7F: 3 clusters Score -2.335711e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 161222 members 
Entering Unmasked Estep 
Score: -23365402.000000 Penalty: 6041.834961
	Iteration 8F: 3 clusters Score -2.33654e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 169639 members 
Entering Unmasked Estep 
Score: -23371378.000000 Penalty: 6041.834961
	Iteration 9Q: 3 clusters Score -2.337138e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -23375180.000000 Penalty: 6041.834961
	Iteration 10Q: 3 clusters Score -2.337518e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 179464 members 
Entering Unmasked Estep 
Score: -23377364.000000 Penalty: 6041.834961
	Iteration 11Q: 3 clusters Score -2.337736e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 181920 members 
Entering Unmasked Estep 
Score: -23378796.000000 Penalty: 6041.834961
	Iteration 12Q: 3 clusters Score -2.33788e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 183545 members 
Entering Unmasked Estep 
Score: -23379690.000000 Penalty: 6041.834961
	Iteration 13Q: 3 clusters Score -2.337969e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 184581 members 
Entering Unmasked Estep 
Score: -23380274.000000 Penalty: 6041.834961
	Iteration 14Q: 3 clusters Score -2.338027e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 185368 members 
Entering Unmasked Estep 
Score: -23380708.000000 Penalty: 6041.834961
	Iteration 15Q: 3 clusters Score -2.338071e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 185978 members 
Entering Unmasked Estep 
Score: -23381082.000000 Penalty: 6041.834961
	Iteration 16Q: 3 clusters Score -2.338108e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 186442 members 
Entering Unmasked Estep 
Score: -23381276.000000 Penalty: 6041.834961
	Iteration 17Q: 3 clusters Score -2.338128e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -23381470.000000 Penalty: 6041.834961
	Iteration 18Q: 3 clusters Score -2.338147e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 187050 members 
Entering Unmasked Estep 
Score: -23381630.000000 Penalty: 6041.834961
	Iteration 19Q: 3 clusters Score -2.338163e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 187273 members 
Entering Unmasked Estep 
Score: -23381696.000000 Penalty: 6041.834961
	Iteration 20F: 3 clusters Score -2.33817e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 187430 members 
Entering Unmasked Estep 
Score: -23381834.000000 Penalty: 6041.834961
	Iteration 21Q: 3 clusters Score -2.338183e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 187560 members 
Entering Unmasked Estep 
Score: -23381908.000000 Penalty: 6041.834961
	Iteration 22Q: 3 clusters Score -2.338191e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 187687 members 
Entering Unmasked Estep 
Score: -23382004.000000 Penalty: 6041.834961
	Iteration 23Q: 3 clusters Score -2.3382e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 187798 members 
Entering Unmasked Estep 
Score: -23382028.000000 Penalty: 6041.834961
	Iteration 24Q: 3 clusters Score -2.338203e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 187912 members 
Entering Unmasked Estep 
Score: -23382118.000000 Penalty: 6041.834961
	Iteration 25Q: 3 clusters Score -2.338212e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 188018 members 
Entering Unmasked Estep 
Score: -23382176.000000 Penalty: 6041.834961
	Iteration 26Q: 3 clusters Score -2.338218e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 188115 members 
Entering Unmasked Estep 
Score: -23382208.000000 Penalty: 6041.834961
	Iteration 27Q: 3 clusters Score -2.338221e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 188203 members 
Entering Unmasked Estep 
Score: -23382276.000000 Penalty: 6041.834961
	Iteration 28Q: 3 clusters Score -2.338228e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 188276 members 
Entering Unmasked Estep 
Score: -23382310.000000 Penalty: 6041.834961
	Iteration 29Q: 3 clusters Score -2.338231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 188345 members 
Entering Unmasked Estep 
Score: -23382372.000000 Penalty: 6041.834961
	Iteration 30Q: 3 clusters Score -2.338237e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 188397 members 
Entering Unmasked Estep 
Score: -23382426.000000 Penalty: 6041.834961
	Iteration 31Q: 3 clusters Score -2.338243e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 188455 members 
Entering Unmasked Estep 
Score: -23382444.000000 Penalty: 6041.834961
	Iteration 32Q: 3 clusters Score -2.338244e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 188502 members 
Entering Unmasked Estep 
Score: -23382450.000000 Penalty: 6041.834961
	Iteration 33Q: 3 clusters Score -2.338245e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 188548 members 
Entering Unmasked Estep 
Score: -23382490.000000 Penalty: 6041.834961
	Iteration 34Q: 3 clusters Score -2.338249e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 188593 members 
Entering Unmasked Estep 
Score: -23382520.000000 Penalty: 6041.834961
	Iteration 35Q: 3 clusters Score -2.338252e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 188636 members 
Entering Unmasked Estep 
Score: -23382570.000000 Penalty: 6041.834961
	Iteration 36Q: 3 clusters Score -2.338257e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 188672 members 
Entering Unmasked Estep 
Score: -23382588.000000 Penalty: 6041.834961
	Iteration 37Q: 3 clusters Score -2.338259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 188710 members 
Entering Unmasked Estep 
Score: -23382570.000000 Penalty: 6041.834961
	Iteration 38Q: 3 clusters Score -2.338257e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 188745 members 
Entering Unmasked Estep 
Score: -23382574.000000 Penalty: 6041.834961
	Iteration 39Q: 3 clusters Score -2.338257e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 188774 members 
Entering Unmasked Estep 
Score: -23382570.000000 Penalty: 6041.834961
	Iteration 40F: 3 clusters Score -2.338257e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 188790 members 
Entering Unmasked Estep 
Score: -23382586.000000 Penalty: 6041.834961
	Iteration 41Q: 3 clusters Score -2.338259e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 188809 members 
Entering Unmasked Estep 
Score: -23382596.000000 Penalty: 6041.834961
	Iteration 42Q: 3 clusters Score -2.33826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 188817 members 
Entering Unmasked Estep 
Score: -23382576.000000 Penalty: 6041.834961
	Iteration 43Q: 3 clusters Score -2.338258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 188838 members 
Entering Unmasked Estep 
Score: -23382602.000000 Penalty: 6041.834961
	Iteration 44Q: 3 clusters Score -2.33826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 188859 members 
Entering Unmasked Estep 
Score: -23382590.000000 Penalty: 6041.834961
	Iteration 45Q: 3 clusters Score -2.338259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 188881 members 
Entering Unmasked Estep 
Score: -23382650.000000 Penalty: 6041.834961
	Iteration 46Q: 3 clusters Score -2.338265e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 188907 members 
Entering Unmasked Estep 
Score: -23382678.000000 Penalty: 6041.834961
	Iteration 47Q: 3 clusters Score -2.338268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 188929 members 
Entering Unmasked Estep 
Score: -23382700.000000 Penalty: 6041.834961
	Iteration 48Q: 3 clusters Score -2.33827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 188944 members 
Entering Unmasked Estep 
Score: -23382728.000000 Penalty: 6041.834961
	Iteration 49Q: 3 clusters Score -2.338273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 188966 members 
Entering Unmasked Estep 
Score: -23382780.000000 Penalty: 6041.834961
	Iteration 50Q: 3 clusters Score -2.338278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 188978 members 
Entering Unmasked Estep 
Score: -23382792.000000 Penalty: 6041.834961
	Iteration 51Q: 3 clusters Score -2.338279e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 188990 members 
Entering Unmasked Estep 
Score: -23382796.000000 Penalty: 6041.834961
	Iteration 52Q: 3 clusters Score -2.33828e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 189002 members 
Entering Unmasked Estep 
Score: -23382808.000000 Penalty: 6041.834961
	Iteration 53Q: 3 clusters Score -2.338281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 189015 members 
Entering Unmasked Estep 
Score: -23382810.000000 Penalty: 6041.834961
	Iteration 54Q: 3 clusters Score -2.338281e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 189015 members 
Entering Unmasked Estep 
Score: -23382832.000000 Penalty: 6041.834961
	Iteration 55Q: 3 clusters Score -2.338283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 189020 members 
Entering Unmasked Estep 
Score: -23382860.000000 Penalty: 6041.834961
	Iteration 56Q: 3 clusters Score -2.338286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 189036 members 
Entering Unmasked Estep 
Score: -23382842.000000 Penalty: 6041.834961
	Iteration 57Q: 3 clusters Score -2.338284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 189052 members 
Entering Unmasked Estep 
Score: -23382854.000000 Penalty: 6041.834961
	Iteration 58Q: 3 clusters Score -2.338285e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 189073 members 
Entering Unmasked Estep 
Score: -23382878.000000 Penalty: 6041.834961
	Iteration 59Q: 3 clusters Score -2.338288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 189096 members 
Entering Unmasked Estep 
Score: -23382874.000000 Penalty: 6041.834961
	Iteration 60F: 3 clusters Score -2.338287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 189123 members 
Entering Unmasked Estep 
Score: -23382862.000000 Penalty: 6041.834961
	Iteration 61Q: 3 clusters Score -2.338286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 189144 members 
Entering Unmasked Estep 
Score: -23382856.000000 Penalty: 6041.834961
	Iteration 62Q: 3 clusters Score -2.338286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 189162 members 
Entering Unmasked Estep 
Score: -23382854.000000 Penalty: 6041.834961
	Iteration 63Q: 3 clusters Score -2.338285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 189185 members 
Entering Unmasked Estep 
Score: -23382854.000000 Penalty: 6041.834961
	Iteration 64Q: 3 clusters Score -2.338285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 189194 members 
Entering Unmasked Estep 
Score: -23382860.000000 Penalty: 6041.834961
	Iteration 65Q: 3 clusters Score -2.338286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 189205 members 
Entering Unmasked Estep 
Score: -23382878.000000 Penalty: 6041.834961
	Iteration 66Q: 3 clusters Score -2.338288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 189219 members 
Entering Unmasked Estep 
Score: -23382868.000000 Penalty: 6041.834961
	Iteration 67Q: 3 clusters Score -2.338287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 189235 members 
Entering Unmasked Estep 
Score: -23382896.000000 Penalty: 6041.834961
	Iteration 68Q: 3 clusters Score -2.33829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 189251 members 
Entering Unmasked Estep 
Score: -23382902.000000 Penalty: 6041.834961
	Iteration 69Q: 3 clusters Score -2.33829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 189264 members 
Entering Unmasked Estep 
Score: -23382890.000000 Penalty: 6041.834961
	Iteration 70Q: 3 clusters Score -2.338289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 189276 members 
Entering Unmasked Estep 
Score: -23382912.000000 Penalty: 6041.834961
	Iteration 71Q: 3 clusters Score -2.338291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 189286 members 
Entering Unmasked Estep 
Score: -23382904.000000 Penalty: 6041.834961
	Iteration 72Q: 3 clusters Score -2.33829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 189296 members 
Entering Unmasked Estep 
Score: -23382878.000000 Penalty: 6041.834961
	Iteration 73Q: 3 clusters Score -2.338288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -23382904.000000 Penalty: 6041.834961
	Iteration 74Q: 3 clusters Score -2.33829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 189303 members 
Entering Unmasked Estep 
Score: -23382888.000000 Penalty: 6041.834961
	Iteration 75Q: 3 clusters Score -2.338289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 189306 members 
Entering Unmasked Estep 
Score: -23382886.000000 Penalty: 6041.834961
	Iteration 76Q: 3 clusters Score -2.338289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 189308 members 
Entering Unmasked Estep 
Score: -23382884.000000 Penalty: 6041.834961
	Iteration 77Q: 3 clusters Score -2.338288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 189311 members 
Entering Unmasked Estep 
Score: -23382880.000000 Penalty: 6041.834961
	Iteration 78Q: 3 clusters Score -2.338288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 189312 members 
Entering Unmasked Estep 
Score: -23382886.000000 Penalty: 6041.834961
	Iteration 79Q: 3 clusters Score -2.338289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 189313 members 
Entering Unmasked Estep 
Score: -23382892.000000 Penalty: 6041.834961
	Iteration 80F: 3 clusters Score -2.338289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -305322.375000 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -305322.4 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 1535 members 
Entering Unmasked Estep 
Score: -302273.593750 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -302273.6 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -305500.500000 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -305500.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -307924.375000 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -307924.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -308928.343750 Penalty: 3974.946289
	Iteration 3F: 3 clusters Score -308928.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -309399.968750 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -309400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -309716.000000 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -309716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -309844.375000 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -309844.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -309939.593750 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -309939.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -309993.062500 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -309993.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -310004.750000 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -310004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -310010.312500 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -310010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -310010.312500 Penalty: 3974.946289
	Iteration 11F: 3 clusters Score -310010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 196314 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 26338 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 747 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 2276 members 
Entering Unmasked Estep 
Score: -205406720.000000 Penalty: 96388.812500
Splitting cluster 16 changes total score from -205388464.000000 to -205406720.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (120282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Entering Unmasked Estep 
Score: -14247172.000000 Penalty: 2901.003418
	Iteration 0F: 2 clusters Score -1.424717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -14166848.000000 Penalty: 5802.006836
	Iteration 0F: 3 clusters Score -1.416685e+07 nChanged 57065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -14199785.000000 Penalty: 5802.006836
	Iteration 1F: 3 clusters Score -1.419978e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -14201226.000000 Penalty: 5802.006836
	Iteration 2Q: 3 clusters Score -1.420123e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -14203416.000000 Penalty: 5802.006836
	Iteration 3Q: 3 clusters Score -1.420342e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -14206967.000000 Penalty: 5802.006836
	Iteration 4F: 3 clusters Score -1.420697e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -14212898.000000 Penalty: 5802.006836
	Iteration 5F: 3 clusters Score -1.42129e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -14221629.000000 Penalty: 5802.006836
	Iteration 6F: 3 clusters Score -1.422163e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -14230833.000000 Penalty: 5802.006836
	Iteration 7F: 3 clusters Score -1.423083e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -14237678.000000 Penalty: 5802.006836
	Iteration 8F: 3 clusters Score -1.423768e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -14241494.000000 Penalty: 5802.006836
	Iteration 9Q: 3 clusters Score -1.424149e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -14243539.000000 Penalty: 5802.006836
	Iteration 10Q: 3 clusters Score -1.424354e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117712 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -14244472.000000 Penalty: 5802.006836
	Iteration 11Q: 3 clusters Score -1.424447e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -14244932.000000 Penalty: 5802.006836
	Iteration 12Q: 3 clusters Score -1.424493e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14245170.000000 Penalty: 5802.006836
	Iteration 13Q: 3 clusters Score -1.424517e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118510 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14245351.000000 Penalty: 5802.006836
	Iteration 14Q: 3 clusters Score -1.424535e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118588 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14245424.000000 Penalty: 5802.006836
	Iteration 15Q: 3 clusters Score -1.424542e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118626 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14245498.000000 Penalty: 5802.006836
	Iteration 16Q: 3 clusters Score -1.42455e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118640 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14245528.000000 Penalty: 5802.006836
	Iteration 17Q: 3 clusters Score -1.424553e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118653 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -14245548.000000 Penalty: 5802.006836
	Iteration 18Q: 3 clusters Score -1.424555e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14245583.000000 Penalty: 5802.006836
	Iteration 19Q: 3 clusters Score -1.424558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -14245584.000000 Penalty: 5802.006836
	Iteration 20F: 3 clusters Score -1.424558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118713 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -14245626.000000 Penalty: 5802.006836
	Iteration 21Q: 3 clusters Score -1.424563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14245632.000000 Penalty: 5802.006836
	Iteration 22Q: 3 clusters Score -1.424563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118748 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14245653.000000 Penalty: 5802.006836
	Iteration 23Q: 3 clusters Score -1.424565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118759 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14245664.000000 Penalty: 5802.006836
	Iteration 24Q: 3 clusters Score -1.424566e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -14245672.000000 Penalty: 5802.006836
	Iteration 25Q: 3 clusters Score -1.424567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -14245703.000000 Penalty: 5802.006836
	Iteration 26Q: 3 clusters Score -1.42457e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14245704.000000 Penalty: 5802.006836
	Iteration 27Q: 3 clusters Score -1.42457e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14245721.000000 Penalty: 5802.006836
	Iteration 28Q: 3 clusters Score -1.424572e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118759 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14245717.000000 Penalty: 5802.006836
	Iteration 29Q: 3 clusters Score -1.424572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118744 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14245759.000000 Penalty: 5802.006836
	Iteration 30Q: 3 clusters Score -1.424576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -14245779.000000 Penalty: 5802.006836
	Iteration 31Q: 3 clusters Score -1.424578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14245809.000000 Penalty: 5802.006836
	Iteration 32Q: 3 clusters Score -1.424581e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14245811.000000 Penalty: 5802.006836
	Iteration 33Q: 3 clusters Score -1.424581e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14245816.000000 Penalty: 5802.006836
	Iteration 34Q: 3 clusters Score -1.424582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118731 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14245826.000000 Penalty: 5802.006836
	Iteration 35Q: 3 clusters Score -1.424583e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -14245833.000000 Penalty: 5802.006836
	Iteration 36Q: 3 clusters Score -1.424583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118710 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14245845.000000 Penalty: 5802.006836
	Iteration 37Q: 3 clusters Score -1.424584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -14245869.000000 Penalty: 5802.006836
	Iteration 38Q: 3 clusters Score -1.424587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118688 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -14245848.000000 Penalty: 5802.006836
	Iteration 39Q: 3 clusters Score -1.424585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14245859.000000 Penalty: 5802.006836
	Iteration 40F: 3 clusters Score -1.424586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118677 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -14245857.000000 Penalty: 5802.006836
	Iteration 41Q: 3 clusters Score -1.424586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14245849.000000 Penalty: 5802.006836
	Iteration 42Q: 3 clusters Score -1.424585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118671 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14245855.000000 Penalty: 5802.006836
	Iteration 43Q: 3 clusters Score -1.424586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118670 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -14245853.000000 Penalty: 5802.006836
	Iteration 44Q: 3 clusters Score -1.424585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14245866.000000 Penalty: 5802.006836
	Iteration 45Q: 3 clusters Score -1.424587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118663 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -14245864.000000 Penalty: 5802.006836
	Iteration 46Q: 3 clusters Score -1.424586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -14245860.000000 Penalty: 5802.006836
	Iteration 47Q: 3 clusters Score -1.424586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -14245861.000000 Penalty: 5802.006836
	Iteration 48Q: 3 clusters Score -1.424586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -14245874.000000 Penalty: 5802.006836
	Iteration 49Q: 3 clusters Score -1.424587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118630 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -14245867.000000 Penalty: 5802.006836
	Iteration 50Q: 3 clusters Score -1.424587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118624 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -14245873.000000 Penalty: 5802.006836
	Iteration 51Q: 3 clusters Score -1.424587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -14245873.000000 Penalty: 5802.006836
	Iteration 52Q: 3 clusters Score -1.424587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118613 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -14245875.000000 Penalty: 5802.006836
	Iteration 53Q: 3 clusters Score -1.424588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14245865.000000 Penalty: 5802.006836
	Iteration 54Q: 3 clusters Score -1.424586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118605 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -14245878.000000 Penalty: 5802.006836
	Iteration 55Q: 3 clusters Score -1.424588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14245887.000000 Penalty: 5802.006836
	Iteration 56Q: 3 clusters Score -1.424589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -14245886.000000 Penalty: 5802.006836
	Iteration 57Q: 3 clusters Score -1.424589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14245887.000000 Penalty: 5802.006836
	Iteration 58Q: 3 clusters Score -1.424589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -14245896.000000 Penalty: 5802.006836
	Iteration 59Q: 3 clusters Score -1.42459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -14245890.000000 Penalty: 5802.006836
	Iteration 60F: 3 clusters Score -1.424589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -14245897.000000 Penalty: 5802.006836
	Iteration 61Q: 3 clusters Score -1.42459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -14245890.000000 Penalty: 5802.006836
	Iteration 62Q: 3 clusters Score -1.424589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118569 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14245898.000000 Penalty: 5802.006836
	Iteration 63Q: 3 clusters Score -1.42459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -14245895.000000 Penalty: 5802.006836
	Iteration 64Q: 3 clusters Score -1.42459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -14245903.000000 Penalty: 5802.006836
	Iteration 65Q: 3 clusters Score -1.42459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118558 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -14245886.000000 Penalty: 5802.006836
	Iteration 66Q: 3 clusters Score -1.424589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -14245889.000000 Penalty: 5802.006836
	Iteration 67Q: 3 clusters Score -1.424589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -14245889.000000 Penalty: 5802.006836
	Iteration 68F: 3 clusters Score -1.424589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Entering Unmasked Estep 
Score: -4592367.000000 Penalty: 2631.248291
	Iteration 0F: 2 clusters Score -4592367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4564927.000000 Penalty: 5262.496582
	Iteration 0F: 3 clusters Score -4564927 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4575620.500000 Penalty: 5262.496582
	Iteration 1F: 3 clusters Score -4575620 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4577288.000000 Penalty: 5262.496582
	Iteration 2F: 3 clusters Score -4577288 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4579412.000000 Penalty: 5262.496582
	Iteration 3F: 3 clusters Score -4579412 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4581565.500000 Penalty: 5262.496582
	Iteration 4F: 3 clusters Score -4581566 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4583623.500000 Penalty: 5262.496582
	Iteration 5F: 3 clusters Score -4583624 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4585663.500000 Penalty: 5262.496582
	Iteration 6F: 3 clusters Score -4585664 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4587610.500000 Penalty: 5262.496582
	Iteration 7F: 3 clusters Score -4587610 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4589114.500000 Penalty: 5262.496582
	Iteration 8F: 3 clusters Score -4589114 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4590218.000000 Penalty: 5262.496582
	Iteration 9Q: 3 clusters Score -4590218 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4590959.500000 Penalty: 5262.496582
	Iteration 10Q: 3 clusters Score -4590960 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4591477.000000 Penalty: 5262.496582
	Iteration 11Q: 3 clusters Score -4591477 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4591812.000000 Penalty: 5262.496582
	Iteration 12Q: 3 clusters Score -4591812 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4592074.500000 Penalty: 5262.496582
	Iteration 13Q: 3 clusters Score -4592074 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4592295.000000 Penalty: 5262.496582
	Iteration 14Q: 3 clusters Score -4592295 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4592453.000000 Penalty: 5262.496582
	Iteration 15Q: 3 clusters Score -4592453 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4592554.000000 Penalty: 5262.496582
	Iteration 16Q: 3 clusters Score -4592554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4592608.500000 Penalty: 5262.496582
	Iteration 17Q: 3 clusters Score -4592608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4592642.500000 Penalty: 5262.496582
	Iteration 18Q: 3 clusters Score -4592642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4592680.500000 Penalty: 5262.496582
	Iteration 19Q: 3 clusters Score -4592680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4592695.000000 Penalty: 5262.496582
	Iteration 20F: 3 clusters Score -4592695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4592714.000000 Penalty: 5262.496582
	Iteration 21Q: 3 clusters Score -4592714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4592731.500000 Penalty: 5262.496582
	Iteration 22Q: 3 clusters Score -4592732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4592744.000000 Penalty: 5262.496582
	Iteration 23Q: 3 clusters Score -4592744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4592766.500000 Penalty: 5262.496582
	Iteration 24Q: 3 clusters Score -4592766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4592766.000000 Penalty: 5262.496582
	Iteration 25Q: 3 clusters Score -4592766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4592780.500000 Penalty: 5262.496582
	Iteration 26Q: 3 clusters Score -4592780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4592782.500000 Penalty: 5262.496582
	Iteration 27Q: 3 clusters Score -4592782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4592802.500000 Penalty: 5262.496582
	Iteration 28Q: 3 clusters Score -4592802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4592813.000000 Penalty: 5262.496582
	Iteration 29Q: 3 clusters Score -4592813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4592808.000000 Penalty: 5262.496582
	Iteration 30Q: 3 clusters Score -4592808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4592811.000000 Penalty: 5262.496582
	Iteration 31Q: 3 clusters Score -4592811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4592821.000000 Penalty: 5262.496582
	Iteration 32Q: 3 clusters Score -4592821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4592828.000000 Penalty: 5262.496582
	Iteration 33Q: 3 clusters Score -4592828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4592825.000000 Penalty: 5262.496582
	Iteration 34Q: 3 clusters Score -4592825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4592824.000000 Penalty: 5262.496582
	Iteration 35Q: 3 clusters Score -4592824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4592824.500000 Penalty: 5262.496582
	Iteration 36Q: 3 clusters Score -4592824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4592826.500000 Penalty: 5262.496582
	Iteration 37Q: 3 clusters Score -4592826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4592827.500000 Penalty: 5262.496582
	Iteration 38Q: 3 clusters Score -4592828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4592824.000000 Penalty: 5262.496582
	Iteration 39Q: 3 clusters Score -4592824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4592824.000000 Penalty: 5262.496582
	Iteration 40F: 3 clusters Score -4592824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 196314 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 26338 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 747 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 37624 members 
Mstep: Class 19 contains 281680 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 2909 members 
Entering Unmasked Estep 
Score: -205405392.000000 Penalty: 99958.773438
Splitting cluster 18 changes total score from -205388464.000000 to -205405392.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (281680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281680 members 
Entering Unmasked Estep 
Score: -33038406.000000 Penalty: 3112.034668
	Iteration 0F: 2 clusters Score -3.303841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 140655 members 
Entering Unmasked Estep 
Score: -32854086.000000 Penalty: 6224.069336
	Iteration 0F: 3 clusters Score -3.285409e+07 nChanged 136312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144349 members 
Mstep: Class 2 contains 137331 members 
Entering Unmasked Estep 
Score: -32934432.000000 Penalty: 6224.069336
	Iteration 1F: 3 clusters Score -3.293443e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146653 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -32936646.000000 Penalty: 6224.069336
	Iteration 2Q: 3 clusters Score -3.293665e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Mstep: Class 2 contains 131416 members 
Entering Unmasked Estep 
Score: -32939616.000000 Penalty: 6224.069336
	Iteration 3Q: 3 clusters Score -3.293962e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -32944366.000000 Penalty: 6224.069336
	Iteration 4Q: 3 clusters Score -3.294437e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 118096 members 
Entering Unmasked Estep 
Score: -32951570.000000 Penalty: 6224.069336
	Iteration 5F: 3 clusters Score -3.295157e+07 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174280 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -32962264.000000 Penalty: 6224.069336
	Iteration 6F: 3 clusters Score -3.296226e+07 nChanged 19862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187800 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -32977358.000000 Penalty: 6224.069336
	Iteration 7F: 3 clusters Score -3.297736e+07 nChanged 20306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202422 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -32993772.000000 Penalty: 6224.069336
	Iteration 8F: 3 clusters Score -3.299377e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215158 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -33008510.000000 Penalty: 6224.069336
	Iteration 9F: 3 clusters Score -3.300851e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -33019538.000000 Penalty: 6224.069336
	Iteration 10Q: 3 clusters Score -3.301954e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231926 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -33027068.000000 Penalty: 6224.069336
	Iteration 11Q: 3 clusters Score -3.302707e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237427 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -33031612.000000 Penalty: 6224.069336
	Iteration 12Q: 3 clusters Score -3.303161e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242066 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -33034076.000000 Penalty: 6224.069336
	Iteration 13Q: 3 clusters Score -3.303408e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245966 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -33035632.000000 Penalty: 6224.069336
	Iteration 14Q: 3 clusters Score -3.303563e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249389 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -33036860.000000 Penalty: 6224.069336
	Iteration 15Q: 3 clusters Score -3.303686e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252381 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -33037850.000000 Penalty: 6224.069336
	Iteration 16Q: 3 clusters Score -3.303785e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254998 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -33038528.000000 Penalty: 6224.069336
	Iteration 17Q: 3 clusters Score -3.303853e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257291 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -33039218.000000 Penalty: 6224.069336
	Iteration 18Q: 3 clusters Score -3.303922e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259257 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -33039868.000000 Penalty: 6224.069336
	Iteration 19Q: 3 clusters Score -3.303987e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261024 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -33040342.000000 Penalty: 6224.069336
	Iteration 20F: 3 clusters Score -3.304034e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262548 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -33040762.000000 Penalty: 6224.069336
	Iteration 21Q: 3 clusters Score -3.304076e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263859 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -33040742.000000 Penalty: 6224.069336
	Iteration 22Q: 3 clusters Score -3.304074e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265002 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -33040822.000000 Penalty: 6224.069336
	Iteration 23Q: 3 clusters Score -3.304082e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265999 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -33041016.000000 Penalty: 6224.069336
	Iteration 24Q: 3 clusters Score -3.304102e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266862 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -33041102.000000 Penalty: 6224.069336
	Iteration 25Q: 3 clusters Score -3.30411e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267587 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -33041132.000000 Penalty: 6224.069336
	Iteration 26Q: 3 clusters Score -3.304113e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268200 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -33041154.000000 Penalty: 6224.069336
	Iteration 27Q: 3 clusters Score -3.304115e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268721 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -33041104.000000 Penalty: 6224.069336
	Iteration 28Q: 3 clusters Score -3.30411e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269170 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -33041162.000000 Penalty: 6224.069336
	Iteration 29Q: 3 clusters Score -3.304116e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269560 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -33041198.000000 Penalty: 6224.069336
	Iteration 30Q: 3 clusters Score -3.30412e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269899 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -33041224.000000 Penalty: 6224.069336
	Iteration 31Q: 3 clusters Score -3.304122e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270181 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -33041210.000000 Penalty: 6224.069336
	Iteration 32Q: 3 clusters Score -3.304121e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270435 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -33041176.000000 Penalty: 6224.069336
	Iteration 33Q: 3 clusters Score -3.304118e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270655 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -33041230.000000 Penalty: 6224.069336
	Iteration 34Q: 3 clusters Score -3.304123e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270852 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -33041192.000000 Penalty: 6224.069336
	Iteration 35Q: 3 clusters Score -3.304119e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271020 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -33041182.000000 Penalty: 6224.069336
	Iteration 36Q: 3 clusters Score -3.304118e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271181 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -33041166.000000 Penalty: 6224.069336
	Iteration 37Q: 3 clusters Score -3.304117e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271337 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -33041146.000000 Penalty: 6224.069336
	Iteration 38Q: 3 clusters Score -3.304115e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271451 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -33041138.000000 Penalty: 6224.069336
	Iteration 39Q: 3 clusters Score -3.304114e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271559 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -33041122.000000 Penalty: 6224.069336
	Iteration 40F: 3 clusters Score -3.304112e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271658 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -33041164.000000 Penalty: 6224.069336
	Iteration 41Q: 3 clusters Score -3.304116e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271757 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -33041186.000000 Penalty: 6224.069336
	Iteration 42Q: 3 clusters Score -3.304119e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271840 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -33041136.000000 Penalty: 6224.069336
	Iteration 43Q: 3 clusters Score -3.304114e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271929 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -33041110.000000 Penalty: 6224.069336
	Iteration 44Q: 3 clusters Score -3.304111e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272003 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -33041056.000000 Penalty: 6224.069336
	Iteration 45Q: 3 clusters Score -3.304106e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272066 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -33041122.000000 Penalty: 6224.069336
	Iteration 46Q: 3 clusters Score -3.304112e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272128 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -33041090.000000 Penalty: 6224.069336
	Iteration 47Q: 3 clusters Score -3.304109e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272193 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -33041100.000000 Penalty: 6224.069336
	Iteration 48Q: 3 clusters Score -3.30411e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272244 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -33041058.000000 Penalty: 6224.069336
	Iteration 49Q: 3 clusters Score -3.304106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272278 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -33041074.000000 Penalty: 6224.069336
	Iteration 50Q: 3 clusters Score -3.304107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272301 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -33041058.000000 Penalty: 6224.069336
	Iteration 51Q: 3 clusters Score -3.304106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272325 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -33041104.000000 Penalty: 6224.069336
	Iteration 52Q: 3 clusters Score -3.30411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272338 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -33041084.000000 Penalty: 6224.069336
	Iteration 53Q: 3 clusters Score -3.304108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272352 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -33041114.000000 Penalty: 6224.069336
	Iteration 54Q: 3 clusters Score -3.304111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272363 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -33041122.000000 Penalty: 6224.069336
	Iteration 55Q: 3 clusters Score -3.304112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272376 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -33041122.000000 Penalty: 6224.069336
	Iteration 56Q: 3 clusters Score -3.304112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272383 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -33041106.000000 Penalty: 6224.069336
	Iteration 57Q: 3 clusters Score -3.304111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272392 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -33041124.000000 Penalty: 6224.069336
	Iteration 58Q: 3 clusters Score -3.304112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272404 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -33041104.000000 Penalty: 6224.069336
	Iteration 59Q: 3 clusters Score -3.30411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272412 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -33041096.000000 Penalty: 6224.069336
	Iteration 60F: 3 clusters Score -3.30411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272423 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -33041124.000000 Penalty: 6224.069336
	Iteration 61Q: 3 clusters Score -3.304112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272432 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -33041094.000000 Penalty: 6224.069336
	Iteration 62Q: 3 clusters Score -3.304109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272439 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -33041074.000000 Penalty: 6224.069336
	Iteration 63Q: 3 clusters Score -3.304107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272449 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -33041092.000000 Penalty: 6224.069336
	Iteration 64Q: 3 clusters Score -3.304109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272454 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -33041102.000000 Penalty: 6224.069336
	Iteration 65Q: 3 clusters Score -3.30411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272455 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -33041090.000000 Penalty: 6224.069336
	Iteration 66Q: 3 clusters Score -3.304109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272459 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -33041100.000000 Penalty: 6224.069336
	Iteration 67Q: 3 clusters Score -3.30411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272459 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -33041098.000000 Penalty: 6224.069336
	Iteration 68Q: 3 clusters Score -3.30411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272463 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -33041106.000000 Penalty: 6224.069336
	Iteration 69Q: 3 clusters Score -3.304111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272467 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -33041086.000000 Penalty: 6224.069336
	Iteration 70Q: 3 clusters Score -3.304109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272469 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -33041094.000000 Penalty: 6224.069336
	Iteration 71Q: 3 clusters Score -3.304109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272470 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -33041090.000000 Penalty: 6224.069336
	Iteration 72Q: 3 clusters Score -3.304109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272471 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -33041088.000000 Penalty: 6224.069336
	Iteration 73Q: 3 clusters Score -3.304109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272471 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -33041088.000000 Penalty: 6224.069336
	Iteration 74F: 3 clusters Score -3.304109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 196314 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 26338 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 747 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 37624 members 
Mstep: Class 19 contains 272471 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 31397 members 
Mstep: Class 22 contains 37784 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 9209 members 
Entering Unmasked Estep 
Score: -205407776.000000 Penalty: 103528.726562
Splitting cluster 19 changes total score from -205388464.000000 to -205407776.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 102984 members 
Mstep: Class 7 contains 142761 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 196314 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 26338 members 
Mstep: Class 15 contains 195071 members 
Mstep: Class 16 contains 747 members 
Mstep: Class 17 contains 120282 members 
Mstep: Class 18 contains 37624 members 
Mstep: Class 19 contains 272471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205423536.000000 Penalty: 103528.726562
Iteration 39Q: 30 clusters Score -2.054235e+08 nChanged 37749
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 48518 members 
Mstep: Class 4 contains 117053 members 
Mstep: Class 5 contains 30245 members 
Mstep: Class 6 contains 103664 members 
Mstep: Class 7 contains 144872 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 114303 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 196738 members 
Mstep: Class 12 contains 16394 members 
Mstep: Class 13 contains 34998 members 
Mstep: Class 14 contains 27004 members 
Mstep: Class 15 contains 196171 members 
Mstep: Class 16 contains 746 members 
Mstep: Class 17 contains 120547 members 
Mstep: Class 18 contains 35974 members 
Mstep: Class 19 contains 272354 members 
Mstep: Class 20 contains 14556 members 
Mstep: Class 21 contains 31002 members 
Mstep: Class 22 contains 34200 members 
Mstep: Class 23 contains 2403 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 3512 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 2258 members 
Mstep: Class 28 contains 3141 members 
Mstep: Class 29 contains 9118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205440608.000000 Penalty: 103528.726562
Iteration 40F: 30 clusters Score -2.054406e+08 nChanged 32962
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 197649 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 48767 members 
Mstep: Class 4 contains 116208 members 
Mstep: Class 5 contains 28986 members 
Mstep: Class 6 contains 103405 members 
Mstep: Class 7 contains 145320 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 114848 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 195698 members 
Mstep: Class 12 contains 15833 members 
Mstep: Class 13 contains 34085 members 
Mstep: Class 14 contains 26252 members 
Mstep: Class 15 contains 195356 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 119544 members 
Mstep: Class 18 contains 34763 members 
Mstep: Class 19 contains 270527 members 
Mstep: Class 20 contains 17383 members 
Mstep: Class 21 contains 32351 members 
Mstep: Class 22 contains 33873 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 4878 members 
Mstep: Class 25 contains 4221 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 11369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205455152.000000 Penalty: 103528.726562
Iteration 41Q: 30 clusters Score -2.054552e+08 nChanged 23657
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 195834 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 49010 members 
Mstep: Class 4 contains 115442 members 
Mstep: Class 5 contains 28110 members 
Mstep: Class 6 contains 103122 members 
Mstep: Class 7 contains 145997 members 
Mstep: Class 8 contains 9971 members 
Mstep: Class 9 contains 115338 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 194642 members 
Mstep: Class 12 contains 15386 members 
Mstep: Class 13 contains 33469 members 
Mstep: Class 14 contains 25866 members 
Mstep: Class 15 contains 194730 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 118652 members 
Mstep: Class 18 contains 33899 members 
Mstep: Class 19 contains 269115 members 
Mstep: Class 20 contains 19453 members 
Mstep: Class 21 contains 33374 members 
Mstep: Class 22 contains 33301 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 5370 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 6199 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 5287 members 
Mstep: Class 29 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205463664.000000 Penalty: 103528.726562
Iteration 42Q: 30 clusters Score -2.054637e+08 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 193934 members 
Mstep: Class 2 contains 4583 members 
Mstep: Class 3 contains 49151 members 
Mstep: Class 4 contains 114897 members 
Mstep: Class 5 contains 27450 members 
Mstep: Class 6 contains 102799 members 
Mstep: Class 7 contains 146905 members 
Mstep: Class 8 contains 10246 members 
Mstep: Class 9 contains 115684 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 193524 members 
Mstep: Class 12 contains 14991 members 
Mstep: Class 13 contains 32915 members 
Mstep: Class 14 contains 25521 members 
Mstep: Class 15 contains 194094 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 117874 members 
Mstep: Class 18 contains 33249 members 
Mstep: Class 19 contains 267936 members 
Mstep: Class 20 contains 21021 members 
Mstep: Class 21 contains 34374 members 
Mstep: Class 22 contains 32749 members 
Mstep: Class 23 contains 5216 members 
Mstep: Class 24 contains 5798 members 
Mstep: Class 25 contains 5236 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 6056 members 
Mstep: Class 29 contains 15385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205469520.000000 Penalty: 103528.726562
Iteration 43Q: 30 clusters Score -2.054695e+08 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 191838 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 49246 members 
Mstep: Class 4 contains 114437 members 
Mstep: Class 5 contains 26813 members 
Mstep: Class 6 contains 102498 members 
Mstep: Class 7 contains 148044 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 115942 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 192328 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 32464 members 
Mstep: Class 14 contains 25300 members 
Mstep: Class 15 contains 193368 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 117257 members 
Mstep: Class 18 contains 32750 members 
Mstep: Class 19 contains 266943 members 
Mstep: Class 20 contains 22204 members 
Mstep: Class 21 contains 35328 members 
Mstep: Class 22 contains 32169 members 
Mstep: Class 23 contains 6037 members 
Mstep: Class 24 contains 6165 members 
Mstep: Class 25 contains 5615 members 
Mstep: Class 26 contains 7060 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 6708 members 
Mstep: Class 29 contains 17648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205474928.000000 Penalty: 103528.726562
Iteration 44Q: 30 clusters Score -2.054749e+08 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 189554 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 49300 members 
Mstep: Class 4 contains 114054 members 
Mstep: Class 5 contains 26274 members 
Mstep: Class 6 contains 102223 members 
Mstep: Class 7 contains 149242 members 
Mstep: Class 8 contains 10833 members 
Mstep: Class 9 contains 116109 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 191021 members 
Mstep: Class 12 contains 14379 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 25109 members 
Mstep: Class 15 contains 192518 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 116702 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 266229 members 
Mstep: Class 20 contains 23159 members 
Mstep: Class 21 contains 36314 members 
Mstep: Class 22 contains 31647 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 6509 members 
Mstep: Class 25 contains 5918 members 
Mstep: Class 26 contains 7414 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 7228 members 
Mstep: Class 29 contains 20148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205480368.000000 Penalty: 103528.726562
Iteration 45Q: 30 clusters Score -2.054804e+08 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 49361 members 
Mstep: Class 4 contains 113772 members 
Mstep: Class 5 contains 25817 members 
Mstep: Class 6 contains 101978 members 
Mstep: Class 7 contains 150518 members 
Mstep: Class 8 contains 11064 members 
Mstep: Class 9 contains 116170 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 11 contains 189707 members 
Mstep: Class 12 contains 14145 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 24918 members 
Mstep: Class 15 contains 191678 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 116247 members 
Mstep: Class 18 contains 32028 members 
Mstep: Class 19 contains 265708 members 
Mstep: Class 20 contains 23917 members 
Mstep: Class 21 contains 37299 members 
Mstep: Class 22 contains 31182 members 
Mstep: Class 23 contains 7403 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 6220 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 7611 members 
Mstep: Class 29 contains 22703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205485488.000000 Penalty: 103528.726562
Iteration 46Q: 30 clusters Score -2.054855e+08 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184862 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 49431 members 
Mstep: Class 4 contains 113555 members 
Mstep: Class 5 contains 25394 members 
Mstep: Class 6 contains 101735 members 
Mstep: Class 7 contains 151959 members 
Mstep: Class 8 contains 11284 members 
Mstep: Class 9 contains 116214 members 
Mstep: Class 10 contains 3888 members 
Mstep: Class 11 contains 188517 members 
Mstep: Class 12 contains 13949 members 
Mstep: Class 13 contains 31139 members 
Mstep: Class 14 contains 24771 members 
Mstep: Class 15 contains 190779 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 115830 members 
Mstep: Class 18 contains 31740 members 
Mstep: Class 19 contains 265251 members 
Mstep: Class 20 contains 24513 members 
Mstep: Class 21 contains 38278 members 
Mstep: Class 22 contains 30758 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 7071 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 7881 members 
Mstep: Class 29 contains 25269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205489616.000000 Penalty: 103528.726562
Iteration 47Q: 30 clusters Score -2.054896e+08 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 182316 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 3 contains 49478 members 
Mstep: Class 4 contains 113379 members 
Mstep: Class 5 contains 25040 members 
Mstep: Class 6 contains 101514 members 
Mstep: Class 7 contains 153488 members 
Mstep: Class 8 contains 11512 members 
Mstep: Class 9 contains 116288 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 187450 members 
Mstep: Class 12 contains 13785 members 
Mstep: Class 13 contains 30719 members 
Mstep: Class 14 contains 24659 members 
Mstep: Class 15 contains 189756 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 115492 members 
Mstep: Class 18 contains 31494 members 
Mstep: Class 19 contains 264947 members 
Mstep: Class 20 contains 25024 members 
Mstep: Class 21 contains 39304 members 
Mstep: Class 22 contains 30357 members 
Mstep: Class 23 contains 8430 members 
Mstep: Class 24 contains 7290 members 
Mstep: Class 25 contains 6637 members 
Mstep: Class 26 contains 8243 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 8085 members 
Mstep: Class 29 contains 27701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205494368.000000 Penalty: 103528.726562
Iteration 48Q: 30 clusters Score -2.054944e+08 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 179681 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 49508 members 
Mstep: Class 4 contains 113209 members 
Mstep: Class 5 contains 24723 members 
Mstep: Class 6 contains 101316 members 
Mstep: Class 7 contains 155080 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 116313 members 
Mstep: Class 10 contains 3904 members 
Mstep: Class 11 contains 186662 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 30342 members 
Mstep: Class 14 contains 24582 members 
Mstep: Class 15 contains 188733 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 115218 members 
Mstep: Class 18 contains 31281 members 
Mstep: Class 19 contains 264658 members 
Mstep: Class 20 contains 25432 members 
Mstep: Class 21 contains 40357 members 
Mstep: Class 22 contains 29978 members 
Mstep: Class 23 contains 8839 members 
Mstep: Class 24 contains 7496 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 8461 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 8231 members 
Mstep: Class 29 contains 29890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205498080.000000 Penalty: 103528.726562
Iteration 49Q: 30 clusters Score -2.054981e+08 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 3 contains 49518 members 
Mstep: Class 4 contains 113096 members 
Mstep: Class 5 contains 24431 members 
Mstep: Class 6 contains 101161 members 
Mstep: Class 7 contains 156567 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 116322 members 
Mstep: Class 10 contains 3906 members 
Mstep: Class 11 contains 186092 members 
Mstep: Class 12 contains 13485 members 
Mstep: Class 13 contains 29975 members 
Mstep: Class 14 contains 24492 members 
Mstep: Class 15 contains 187723 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 114974 members 
Mstep: Class 18 contains 31099 members 
Mstep: Class 19 contains 264346 members 
Mstep: Class 20 contains 25781 members 
Mstep: Class 21 contains 41393 members 
Mstep: Class 22 contains 29593 members 
Mstep: Class 23 contains 9218 members 
Mstep: Class 24 contains 7699 members 
Mstep: Class 25 contains 7028 members 
Mstep: Class 26 contains 8748 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 8340 members 
Mstep: Class 29 contains 31879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501184.000000 Penalty: 103528.726562
Iteration 50Q: 30 clusters Score -2.055012e+08 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 174735 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 49506 members 
Mstep: Class 4 contains 112988 members 
Mstep: Class 5 contains 24156 members 
Mstep: Class 6 contains 100956 members 
Mstep: Class 7 contains 158013 members 
Mstep: Class 8 contains 12098 members 
Mstep: Class 9 contains 116322 members 
Mstep: Class 10 contains 3915 members 
Mstep: Class 11 contains 185710 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 29658 members 
Mstep: Class 14 contains 24414 members 
Mstep: Class 15 contains 186702 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 114777 members 
Mstep: Class 18 contains 30924 members 
Mstep: Class 19 contains 264034 members 
Mstep: Class 20 contains 26093 members 
Mstep: Class 21 contains 42428 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 9536 members 
Mstep: Class 24 contains 7877 members 
Mstep: Class 25 contains 7189 members 
Mstep: Class 26 contains 9064 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 33643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205503760.000000 Penalty: 103528.726562
Iteration 51Q: 30 clusters Score -2.055038e+08 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 172393 members 
Mstep: Class 2 contains 6426 members 
Mstep: Class 3 contains 49490 members 
Mstep: Class 4 contains 112882 members 
Mstep: Class 5 contains 23933 members 
Mstep: Class 6 contains 100770 members 
Mstep: Class 7 contains 159422 members 
Mstep: Class 8 contains 12235 members 
Mstep: Class 9 contains 116301 members 
Mstep: Class 10 contains 3915 members 
Mstep: Class 11 contains 185385 members 
Mstep: Class 12 contains 13293 members 
Mstep: Class 13 contains 29353 members 
Mstep: Class 14 contains 24314 members 
Mstep: Class 15 contains 185754 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 114585 members 
Mstep: Class 18 contains 30749 members 
Mstep: Class 19 contains 263695 members 
Mstep: Class 20 contains 26380 members 
Mstep: Class 21 contains 43440 members 
Mstep: Class 22 contains 28899 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 8047 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 9388 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 8549 members 
Mstep: Class 29 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205506608.000000 Penalty: 103528.726562
Iteration 52Q: 30 clusters Score -2.055066e+08 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 6540 members 
Mstep: Class 3 contains 49466 members 
Mstep: Class 4 contains 112821 members 
Mstep: Class 5 contains 23729 members 
Mstep: Class 6 contains 100598 members 
Mstep: Class 7 contains 160822 members 
Mstep: Class 8 contains 12371 members 
Mstep: Class 9 contains 116320 members 
Mstep: Class 10 contains 3916 members 
Mstep: Class 11 contains 185147 members 
Mstep: Class 12 contains 13200 members 
Mstep: Class 13 contains 29107 members 
Mstep: Class 14 contains 24205 members 
Mstep: Class 15 contains 184879 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 114401 members 
Mstep: Class 18 contains 30586 members 
Mstep: Class 19 contains 263393 members 
Mstep: Class 20 contains 26653 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 28611 members 
Mstep: Class 23 contains 10106 members 
Mstep: Class 24 contains 8191 members 
Mstep: Class 25 contains 7432 members 
Mstep: Class 26 contains 9630 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8609 members 
Mstep: Class 29 contains 36779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205508992.000000 Penalty: 103528.726562
Iteration 53Q: 30 clusters Score -2.05509e+08 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 168091 members 
Mstep: Class 2 contains 6642 members 
Mstep: Class 3 contains 49431 members 
Mstep: Class 4 contains 112759 members 
Mstep: Class 5 contains 23578 members 
Mstep: Class 6 contains 100404 members 
Mstep: Class 7 contains 162029 members 
Mstep: Class 8 contains 12462 members 
Mstep: Class 9 contains 116351 members 
Mstep: Class 10 contains 3918 members 
Mstep: Class 11 contains 184957 members 
Mstep: Class 12 contains 13140 members 
Mstep: Class 13 contains 28840 members 
Mstep: Class 14 contains 24103 members 
Mstep: Class 15 contains 184144 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 114233 members 
Mstep: Class 18 contains 30439 members 
Mstep: Class 19 contains 263108 members 
Mstep: Class 20 contains 26842 members 
Mstep: Class 21 contains 45423 members 
Mstep: Class 22 contains 28376 members 
Mstep: Class 23 contains 10359 members 
Mstep: Class 24 contains 8317 members 
Mstep: Class 25 contains 7506 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8668 members 
Mstep: Class 29 contains 38075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205511680.000000 Penalty: 103528.726562
Iteration 54Q: 30 clusters Score -2.055117e+08 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 49393 members 
Mstep: Class 4 contains 112697 members 
Mstep: Class 5 contains 23437 members 
Mstep: Class 6 contains 100189 members 
Mstep: Class 7 contains 163107 members 
Mstep: Class 8 contains 12527 members 
Mstep: Class 9 contains 116363 members 
Mstep: Class 10 contains 3920 members 
Mstep: Class 11 contains 184800 members 
Mstep: Class 12 contains 13085 members 
Mstep: Class 13 contains 28611 members 
Mstep: Class 14 contains 23998 members 
Mstep: Class 15 contains 183533 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 114097 members 
Mstep: Class 18 contains 30307 members 
Mstep: Class 19 contains 262724 members 
Mstep: Class 20 contains 27029 members 
Mstep: Class 21 contains 46418 members 
Mstep: Class 22 contains 28186 members 
Mstep: Class 23 contains 10610 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 7588 members 
Mstep: Class 26 contains 10072 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8728 members 
Mstep: Class 29 contains 39239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205513568.000000 Penalty: 103528.726562
Iteration 55Q: 30 clusters Score -2.055136e+08 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 49341 members 
Mstep: Class 4 contains 112651 members 
Mstep: Class 5 contains 23311 members 
Mstep: Class 6 contains 99986 members 
Mstep: Class 7 contains 163962 members 
Mstep: Class 8 contains 12563 members 
Mstep: Class 9 contains 116360 members 
Mstep: Class 10 contains 3924 members 
Mstep: Class 11 contains 184705 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 28406 members 
Mstep: Class 14 contains 23903 members 
Mstep: Class 15 contains 183015 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113976 members 
Mstep: Class 18 contains 30207 members 
Mstep: Class 19 contains 262364 members 
Mstep: Class 20 contains 27202 members 
Mstep: Class 21 contains 47384 members 
Mstep: Class 22 contains 27987 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 8504 members 
Mstep: Class 25 contains 7663 members 
Mstep: Class 26 contains 10242 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8764 members 
Mstep: Class 29 contains 40270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205515920.000000 Penalty: 103528.726562
Iteration 56Q: 30 clusters Score -2.055159e+08 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 6866 members 
Mstep: Class 3 contains 49285 members 
Mstep: Class 4 contains 112647 members 
Mstep: Class 5 contains 23195 members 
Mstep: Class 6 contains 99812 members 
Mstep: Class 7 contains 164508 members 
Mstep: Class 8 contains 12588 members 
Mstep: Class 9 contains 116332 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 184623 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 28225 members 
Mstep: Class 14 contains 23827 members 
Mstep: Class 15 contains 182589 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113863 members 
Mstep: Class 18 contains 30108 members 
Mstep: Class 19 contains 262019 members 
Mstep: Class 20 contains 27321 members 
Mstep: Class 21 contains 48333 members 
Mstep: Class 22 contains 27812 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 8584 members 
Mstep: Class 25 contains 7726 members 
Mstep: Class 26 contains 10408 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8789 members 
Mstep: Class 29 contains 41213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205517024.000000 Penalty: 103528.726562
Iteration 57Q: 30 clusters Score -2.05517e+08 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 162408 members 
Mstep: Class 2 contains 6911 members 
Mstep: Class 3 contains 49253 members 
Mstep: Class 4 contains 112621 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 99697 members 
Mstep: Class 7 contains 164836 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 116305 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 184538 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 23727 members 
Mstep: Class 15 contains 182254 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113737 members 
Mstep: Class 18 contains 30010 members 
Mstep: Class 19 contains 261696 members 
Mstep: Class 20 contains 27420 members 
Mstep: Class 21 contains 49261 members 
Mstep: Class 22 contains 27673 members 
Mstep: Class 23 contains 11188 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 10545 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8829 members 
Mstep: Class 29 contains 42030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518112.000000 Penalty: 103528.726562
Iteration 58Q: 30 clusters Score -2.055181e+08 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 6965 members 
Mstep: Class 3 contains 49209 members 
Mstep: Class 4 contains 112629 members 
Mstep: Class 5 contains 23005 members 
Mstep: Class 6 contains 99572 members 
Mstep: Class 7 contains 164947 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 116303 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 184492 members 
Mstep: Class 12 contains 13011 members 
Mstep: Class 13 contains 27861 members 
Mstep: Class 14 contains 23652 members 
Mstep: Class 15 contains 182027 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113631 members 
Mstep: Class 18 contains 29921 members 
Mstep: Class 19 contains 261377 members 
Mstep: Class 20 contains 27514 members 
Mstep: Class 21 contains 50124 members 
Mstep: Class 22 contains 27543 members 
Mstep: Class 23 contains 11309 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 7835 members 
Mstep: Class 26 contains 10641 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8840 members 
Mstep: Class 29 contains 42704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518000.000000 Penalty: 103528.726562
Iteration 59Q: 30 clusters Score -2.05518e+08 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 161065 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 49168 members 
Mstep: Class 4 contains 112624 members 
Mstep: Class 5 contains 22918 members 
Mstep: Class 6 contains 99500 members 
Mstep: Class 7 contains 164956 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 116295 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 184464 members 
Mstep: Class 12 contains 12995 members 
Mstep: Class 13 contains 27706 members 
Mstep: Class 14 contains 23597 members 
Mstep: Class 15 contains 181829 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113533 members 
Mstep: Class 18 contains 29841 members 
Mstep: Class 19 contains 261060 members 
Mstep: Class 20 contains 27572 members 
Mstep: Class 21 contains 50922 members 
Mstep: Class 22 contains 27434 members 
Mstep: Class 23 contains 11439 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 10735 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8865 members 
Mstep: Class 29 contains 43318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205520688.000000 Penalty: 103528.726562
Iteration 60F: 30 clusters Score -2.055207e+08 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 49148 members 
Mstep: Class 4 contains 112594 members 
Mstep: Class 5 contains 22803 members 
Mstep: Class 6 contains 99449 members 
Mstep: Class 7 contains 164833 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 116277 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 183571 members 
Mstep: Class 12 contains 12962 members 
Mstep: Class 13 contains 27452 members 
Mstep: Class 14 contains 23462 members 
Mstep: Class 15 contains 181044 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113423 members 
Mstep: Class 18 contains 29761 members 
Mstep: Class 19 contains 260682 members 
Mstep: Class 20 contains 27536 members 
Mstep: Class 21 contains 51697 members 
Mstep: Class 22 contains 27249 members 
Mstep: Class 23 contains 11666 members 
Mstep: Class 24 contains 8892 members 
Mstep: Class 25 contains 8118 members 
Mstep: Class 26 contains 10822 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8895 members 
Mstep: Class 29 contains 45471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205523456.000000 Penalty: 103528.726562
Iteration 61Q: 30 clusters Score -2.055235e+08 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160308 members 
Mstep: Class 2 contains 7227 members 
Mstep: Class 3 contains 49113 members 
Mstep: Class 4 contains 112586 members 
Mstep: Class 5 contains 22695 members 
Mstep: Class 6 contains 99423 members 
Mstep: Class 7 contains 164547 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 182693 members 
Mstep: Class 12 contains 12941 members 
Mstep: Class 13 contains 27236 members 
Mstep: Class 14 contains 23354 members 
Mstep: Class 15 contains 180212 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113327 members 
Mstep: Class 18 contains 29688 members 
Mstep: Class 19 contains 260462 members 
Mstep: Class 20 contains 27547 members 
Mstep: Class 21 contains 52429 members 
Mstep: Class 22 contains 27056 members 
Mstep: Class 23 contains 11849 members 
Mstep: Class 24 contains 8961 members 
Mstep: Class 25 contains 8294 members 
Mstep: Class 26 contains 10884 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 47475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525376.000000 Penalty: 103528.726562
Iteration 62Q: 30 clusters Score -2.055254e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160169 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 49062 members 
Mstep: Class 4 contains 112579 members 
Mstep: Class 5 contains 22588 members 
Mstep: Class 6 contains 99368 members 
Mstep: Class 7 contains 164192 members 
Mstep: Class 8 contains 12569 members 
Mstep: Class 9 contains 116313 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 181851 members 
Mstep: Class 12 contains 12928 members 
Mstep: Class 13 contains 27043 members 
Mstep: Class 14 contains 23250 members 
Mstep: Class 15 contains 179439 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113232 members 
Mstep: Class 18 contains 29602 members 
Mstep: Class 19 contains 260283 members 
Mstep: Class 20 contains 27562 members 
Mstep: Class 21 contains 53140 members 
Mstep: Class 22 contains 26873 members 
Mstep: Class 23 contains 11975 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 10934 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8934 members 
Mstep: Class 29 contains 49376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527104.000000 Penalty: 103528.726562
Iteration 63Q: 30 clusters Score -2.055271e+08 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 7488 members 
Mstep: Class 3 contains 49010 members 
Mstep: Class 4 contains 112590 members 
Mstep: Class 5 contains 22510 members 
Mstep: Class 6 contains 99319 members 
Mstep: Class 7 contains 163762 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 116358 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 181124 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 23148 members 
Mstep: Class 15 contains 178728 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113132 members 
Mstep: Class 18 contains 29528 members 
Mstep: Class 19 contains 260031 members 
Mstep: Class 20 contains 27603 members 
Mstep: Class 21 contains 53792 members 
Mstep: Class 22 contains 26696 members 
Mstep: Class 23 contains 12067 members 
Mstep: Class 24 contains 9070 members 
Mstep: Class 25 contains 8619 members 
Mstep: Class 26 contains 10972 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 51119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205529104.000000 Penalty: 103528.726562
Iteration 64Q: 30 clusters Score -2.055291e+08 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160197 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 48960 members 
Mstep: Class 4 contains 112589 members 
Mstep: Class 5 contains 22442 members 
Mstep: Class 6 contains 99292 members 
Mstep: Class 7 contains 163267 members 
Mstep: Class 8 contains 12566 members 
Mstep: Class 9 contains 116390 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 180420 members 
Mstep: Class 12 contains 12918 members 
Mstep: Class 13 contains 26667 members 
Mstep: Class 14 contains 23049 members 
Mstep: Class 15 contains 178090 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 113007 members 
Mstep: Class 18 contains 29475 members 
Mstep: Class 19 contains 259793 members 
Mstep: Class 20 contains 27633 members 
Mstep: Class 21 contains 54433 members 
Mstep: Class 22 contains 26516 members 
Mstep: Class 23 contains 12158 members 
Mstep: Class 24 contains 9103 members 
Mstep: Class 25 contains 8736 members 
Mstep: Class 26 contains 11017 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 52790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205531088.000000 Penalty: 103528.726562
Iteration 65Q: 30 clusters Score -2.055311e+08 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 7781 members 
Mstep: Class 3 contains 48885 members 
Mstep: Class 4 contains 112589 members 
Mstep: Class 5 contains 22343 members 
Mstep: Class 6 contains 99258 members 
Mstep: Class 7 contains 162805 members 
Mstep: Class 8 contains 12558 members 
Mstep: Class 9 contains 116388 members 
Mstep: Class 10 contains 3986 members 
Mstep: Class 11 contains 179800 members 
Mstep: Class 12 contains 12926 members 
Mstep: Class 13 contains 26523 members 
Mstep: Class 14 contains 22938 members 
Mstep: Class 15 contains 177475 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112899 members 
Mstep: Class 18 contains 29427 members 
Mstep: Class 19 contains 259513 members 
Mstep: Class 20 contains 27636 members 
Mstep: Class 21 contains 55066 members 
Mstep: Class 22 contains 26367 members 
Mstep: Class 23 contains 12241 members 
Mstep: Class 24 contains 9143 members 
Mstep: Class 25 contains 8857 members 
Mstep: Class 26 contains 11061 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 54349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532496.000000 Penalty: 103528.726562
Iteration 66Q: 30 clusters Score -2.055325e+08 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 48790 members 
Mstep: Class 4 contains 112587 members 
Mstep: Class 5 contains 22272 members 
Mstep: Class 6 contains 99198 members 
Mstep: Class 7 contains 162350 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 116404 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 179244 members 
Mstep: Class 12 contains 12925 members 
Mstep: Class 13 contains 26374 members 
Mstep: Class 14 contains 22806 members 
Mstep: Class 15 contains 176845 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112802 members 
Mstep: Class 18 contains 29367 members 
Mstep: Class 19 contains 259228 members 
Mstep: Class 20 contains 27660 members 
Mstep: Class 21 contains 55704 members 
Mstep: Class 22 contains 26228 members 
Mstep: Class 23 contains 12318 members 
Mstep: Class 24 contains 9187 members 
Mstep: Class 25 contains 8968 members 
Mstep: Class 26 contains 11085 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 55846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205533632.000000 Penalty: 103528.726562
Iteration 67Q: 30 clusters Score -2.055336e+08 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 160572 members 
Mstep: Class 2 contains 8163 members 
Mstep: Class 3 contains 48710 members 
Mstep: Class 4 contains 112581 members 
Mstep: Class 5 contains 22206 members 
Mstep: Class 6 contains 99151 members 
Mstep: Class 7 contains 161859 members 
Mstep: Class 8 contains 12518 members 
Mstep: Class 9 contains 116420 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 178761 members 
Mstep: Class 12 contains 12924 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 22679 members 
Mstep: Class 15 contains 176217 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112699 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 258894 members 
Mstep: Class 20 contains 27689 members 
Mstep: Class 21 contains 56331 members 
Mstep: Class 22 contains 26094 members 
Mstep: Class 23 contains 12375 members 
Mstep: Class 24 contains 9230 members 
Mstep: Class 25 contains 9064 members 
Mstep: Class 26 contains 11119 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 57290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205535264.000000 Penalty: 103528.726562
Iteration 68Q: 30 clusters Score -2.055353e+08 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 8395 members 
Mstep: Class 3 contains 48656 members 
Mstep: Class 4 contains 112573 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 99084 members 
Mstep: Class 7 contains 161444 members 
Mstep: Class 8 contains 12491 members 
Mstep: Class 9 contains 116454 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 178339 members 
Mstep: Class 12 contains 12918 members 
Mstep: Class 13 contains 26069 members 
Mstep: Class 14 contains 22526 members 
Mstep: Class 15 contains 175641 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112595 members 
Mstep: Class 18 contains 29249 members 
Mstep: Class 19 contains 258554 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 56940 members 
Mstep: Class 22 contains 25941 members 
Mstep: Class 23 contains 12430 members 
Mstep: Class 24 contains 9282 members 
Mstep: Class 25 contains 9160 members 
Mstep: Class 26 contains 11140 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 8988 members 
Mstep: Class 29 contains 58644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537440.000000 Penalty: 103528.726562
Iteration 69Q: 30 clusters Score -2.055374e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 160792 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 48591 members 
Mstep: Class 4 contains 112554 members 
Mstep: Class 5 contains 22078 members 
Mstep: Class 6 contains 98981 members 
Mstep: Class 7 contains 161110 members 
Mstep: Class 8 contains 12459 members 
Mstep: Class 9 contains 116514 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 177997 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 13 contains 25963 members 
Mstep: Class 14 contains 22421 members 
Mstep: Class 15 contains 175058 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112471 members 
Mstep: Class 18 contains 29185 members 
Mstep: Class 19 contains 258203 members 
Mstep: Class 20 contains 27731 members 
Mstep: Class 21 contains 57518 members 
Mstep: Class 22 contains 25806 members 
Mstep: Class 23 contains 12467 members 
Mstep: Class 24 contains 9298 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 11155 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 8986 members 
Mstep: Class 29 contains 59901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538160.000000 Penalty: 103528.726562
Iteration 70Q: 30 clusters Score -2.055382e+08 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 8793 members 
Mstep: Class 3 contains 48512 members 
Mstep: Class 4 contains 112525 members 
Mstep: Class 5 contains 22035 members 
Mstep: Class 6 contains 98886 members 
Mstep: Class 7 contains 160842 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 116550 members 
Mstep: Class 10 contains 4131 members 
Mstep: Class 11 contains 177709 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 25832 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 174511 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112355 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 257879 members 
Mstep: Class 20 contains 27731 members 
Mstep: Class 21 contains 58096 members 
Mstep: Class 22 contains 25671 members 
Mstep: Class 23 contains 12507 members 
Mstep: Class 24 contains 9315 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 11164 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 8989 members 
Mstep: Class 29 contains 61051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539744.000000 Penalty: 103528.726562
Iteration 71Q: 30 clusters Score -2.055397e+08 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 8991 members 
Mstep: Class 3 contains 48432 members 
Mstep: Class 4 contains 112472 members 
Mstep: Class 5 contains 22018 members 
Mstep: Class 6 contains 98793 members 
Mstep: Class 7 contains 160538 members 
Mstep: Class 8 contains 12396 members 
Mstep: Class 9 contains 116573 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 177440 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 25701 members 
Mstep: Class 14 contains 22244 members 
Mstep: Class 15 contains 174017 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112250 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 257515 members 
Mstep: Class 20 contains 27750 members 
Mstep: Class 21 contains 58644 members 
Mstep: Class 22 contains 25546 members 
Mstep: Class 23 contains 12527 members 
Mstep: Class 24 contains 9356 members 
Mstep: Class 25 contains 9447 members 
Mstep: Class 26 contains 11181 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 62147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540880.000000 Penalty: 103528.726562
Iteration 72Q: 30 clusters Score -2.055409e+08 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 160982 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 48356 members 
Mstep: Class 4 contains 112454 members 
Mstep: Class 5 contains 21990 members 
Mstep: Class 6 contains 98707 members 
Mstep: Class 7 contains 160274 members 
Mstep: Class 8 contains 12376 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4303 members 
Mstep: Class 11 contains 177185 members 
Mstep: Class 12 contains 12898 members 
Mstep: Class 13 contains 25557 members 
Mstep: Class 14 contains 22174 members 
Mstep: Class 15 contains 173560 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112147 members 
Mstep: Class 18 contains 29005 members 
Mstep: Class 19 contains 257136 members 
Mstep: Class 20 contains 27776 members 
Mstep: Class 21 contains 59122 members 
Mstep: Class 22 contains 25438 members 
Mstep: Class 23 contains 12599 members 
Mstep: Class 24 contains 9395 members 
Mstep: Class 25 contains 9522 members 
Mstep: Class 26 contains 11214 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 8987 members 
Mstep: Class 29 contains 63197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205542288.000000 Penalty: 103528.726562
Iteration 73Q: 30 clusters Score -2.055423e+08 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 161128 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 48280 members 
Mstep: Class 4 contains 112414 members 
Mstep: Class 5 contains 21974 members 
Mstep: Class 6 contains 98587 members 
Mstep: Class 7 contains 160011 members 
Mstep: Class 8 contains 12359 members 
Mstep: Class 9 contains 116539 members 
Mstep: Class 10 contains 4332 members 
Mstep: Class 11 contains 176966 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 25430 members 
Mstep: Class 14 contains 22104 members 
Mstep: Class 15 contains 173167 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 112036 members 
Mstep: Class 18 contains 28951 members 
Mstep: Class 19 contains 256726 members 
Mstep: Class 20 contains 27794 members 
Mstep: Class 21 contains 59567 members 
Mstep: Class 22 contains 25348 members 
Mstep: Class 23 contains 12703 members 
Mstep: Class 24 contains 9414 members 
Mstep: Class 25 contains 9603 members 
Mstep: Class 26 contains 11255 members 
Mstep: Class 27 contains 2267 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 64168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205542752.000000 Penalty: 103528.726562
Iteration 74Q: 30 clusters Score -2.055428e+08 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 161356 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 48220 members 
Mstep: Class 4 contains 112396 members 
Mstep: Class 5 contains 21986 members 
Mstep: Class 6 contains 98472 members 
Mstep: Class 7 contains 159715 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 116523 members 
Mstep: Class 10 contains 4345 members 
Mstep: Class 11 contains 176808 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 25312 members 
Mstep: Class 14 contains 22027 members 
Mstep: Class 15 contains 172811 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 111937 members 
Mstep: Class 18 contains 28892 members 
Mstep: Class 19 contains 256253 members 
Mstep: Class 20 contains 27783 members 
Mstep: Class 21 contains 60013 members 
Mstep: Class 22 contains 25226 members 
Mstep: Class 23 contains 12829 members 
Mstep: Class 24 contains 9455 members 
Mstep: Class 25 contains 9679 members 
Mstep: Class 26 contains 11281 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8990 members 
Mstep: Class 29 contains 65060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205543456.000000 Penalty: 103528.726562
Iteration 75Q: 30 clusters Score -2.055435e+08 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 161642 members 
Mstep: Class 2 contains 9590 members 
Mstep: Class 3 contains 48143 members 
Mstep: Class 4 contains 112369 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 98344 members 
Mstep: Class 7 contains 159479 members 
Mstep: Class 8 contains 12342 members 
Mstep: Class 9 contains 116521 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 176656 members 
Mstep: Class 12 contains 12887 members 
Mstep: Class 13 contains 25203 members 
Mstep: Class 14 contains 21930 members 
Mstep: Class 15 contains 172523 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 111853 members 
Mstep: Class 18 contains 28844 members 
Mstep: Class 19 contains 255776 members 
Mstep: Class 20 contains 27808 members 
Mstep: Class 21 contains 60395 members 
Mstep: Class 22 contains 25110 members 
Mstep: Class 23 contains 12931 members 
Mstep: Class 24 contains 9473 members 
Mstep: Class 25 contains 9758 members 
Mstep: Class 26 contains 11287 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 65910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205544256.000000 Penalty: 103528.726562
Iteration 76Q: 30 clusters Score -2.055443e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 161897 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 48048 members 
Mstep: Class 4 contains 112338 members 
Mstep: Class 5 contains 21934 members 
Mstep: Class 6 contains 98231 members 
Mstep: Class 7 contains 159288 members 
Mstep: Class 8 contains 12339 members 
Mstep: Class 9 contains 116522 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 176531 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 25100 members 
Mstep: Class 14 contains 21883 members 
Mstep: Class 15 contains 172268 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 111777 members 
Mstep: Class 18 contains 28799 members 
Mstep: Class 19 contains 255322 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 60718 members 
Mstep: Class 22 contains 24994 members 
Mstep: Class 23 contains 13006 members 
Mstep: Class 24 contains 9503 members 
Mstep: Class 25 contains 9811 members 
Mstep: Class 26 contains 11291 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 66697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545152.000000 Penalty: 103528.726562
Iteration 77Q: 30 clusters Score -2.055452e+08 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 47947 members 
Mstep: Class 4 contains 112323 members 
Mstep: Class 5 contains 21932 members 
Mstep: Class 6 contains 98123 members 
Mstep: Class 7 contains 159106 members 
Mstep: Class 8 contains 12327 members 
Mstep: Class 9 contains 116558 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 176441 members 
Mstep: Class 12 contains 12887 members 
Mstep: Class 13 contains 25003 members 
Mstep: Class 14 contains 21864 members 
Mstep: Class 15 contains 172023 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 111718 members 
Mstep: Class 18 contains 28745 members 
Mstep: Class 19 contains 254843 members 
Mstep: Class 20 contains 27833 members 
Mstep: Class 21 contains 61014 members 
Mstep: Class 22 contains 24888 members 
Mstep: Class 23 contains 13071 members 
Mstep: Class 24 contains 9531 members 
Mstep: Class 25 contains 9871 members 
Mstep: Class 26 contains 11310 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 67411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545440.000000 Penalty: 103528.726562
Iteration 78Q: 30 clusters Score -2.055454e+08 nChanged 3723
Entering ConstructFrom: 
Score: -205545440.000000 Penalty: 103528.726562
Entering ConstructFrom: 
Trying to split cluster 1 (162356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Entering Unmasked Estep 
Score: -19470472.000000 Penalty: 2975.391602
	Iteration 0F: 2 clusters Score -1.947047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -19362316.000000 Penalty: 5950.783203
	Iteration 0F: 3 clusters Score -1.936232e+07 nChanged 77926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -19407854.000000 Penalty: 5950.783203
	Iteration 1F: 3 clusters Score -1.940785e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -19408618.000000 Penalty: 5950.783203
	Iteration 2Q: 3 clusters Score -1.940862e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -19409680.000000 Penalty: 5950.783203
	Iteration 3Q: 3 clusters Score -1.940968e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -19410766.000000 Penalty: 5950.783203
	Iteration 4Q: 3 clusters Score -1.941077e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -19412492.000000 Penalty: 5950.783203
	Iteration 5Q: 3 clusters Score -1.941249e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -19414602.000000 Penalty: 5950.783203
	Iteration 6Q: 3 clusters Score -1.94146e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -19417886.000000 Penalty: 5950.783203
	Iteration 7Q: 3 clusters Score -1.941789e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -19422996.000000 Penalty: 5950.783203
	Iteration 8F: 3 clusters Score -1.9423e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -19430264.000000 Penalty: 5950.783203
	Iteration 9F: 3 clusters Score -1.943026e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127240 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -19439314.000000 Penalty: 5950.783203
	Iteration 10F: 3 clusters Score -1.943931e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137702 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -19448334.000000 Penalty: 5950.783203
	Iteration 11F: 3 clusters Score -1.944833e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -19455784.000000 Penalty: 5950.783203
	Iteration 12F: 3 clusters Score -1.945578e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -19461000.000000 Penalty: 5950.783203
	Iteration 13Q: 3 clusters Score -1.9461e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156567 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -19464438.000000 Penalty: 5950.783203
	Iteration 14Q: 3 clusters Score -1.946444e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -19466216.000000 Penalty: 5950.783203
	Iteration 15Q: 3 clusters Score -1.946622e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160289 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -19467040.000000 Penalty: 5950.783203
	Iteration 16Q: 3 clusters Score -1.946704e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19467448.000000 Penalty: 5950.783203
	Iteration 17Q: 3 clusters Score -1.946745e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161281 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -19467684.000000 Penalty: 5950.783203
	Iteration 18Q: 3 clusters Score -1.946768e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19467856.000000 Penalty: 5950.783203
	Iteration 19Q: 3 clusters Score -1.946786e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161537 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19467938.000000 Penalty: 5950.783203
	Iteration 20F: 3 clusters Score -1.946794e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19468002.000000 Penalty: 5950.783203
	Iteration 21Q: 3 clusters Score -1.9468e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161626 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19468040.000000 Penalty: 5950.783203
	Iteration 22Q: 3 clusters Score -1.946804e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19468068.000000 Penalty: 5950.783203
	Iteration 23Q: 3 clusters Score -1.946807e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161666 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -19468100.000000 Penalty: 5950.783203
	Iteration 24Q: 3 clusters Score -1.94681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19468100.000000 Penalty: 5950.783203
	Iteration 25Q: 3 clusters Score -1.94681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161691 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19468098.000000 Penalty: 5950.783203
	Iteration 26Q: 3 clusters Score -1.94681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19468104.000000 Penalty: 5950.783203
	Iteration 27Q: 3 clusters Score -1.94681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19468106.000000 Penalty: 5950.783203
	Iteration 28Q: 3 clusters Score -1.946811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -19468108.000000 Penalty: 5950.783203
	Iteration 29Q: 3 clusters Score -1.946811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161717 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -19468116.000000 Penalty: 5950.783203
	Iteration 30Q: 3 clusters Score -1.946812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19468110.000000 Penalty: 5950.783203
	Iteration 31Q: 3 clusters Score -1.946811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -19468128.000000 Penalty: 5950.783203
	Iteration 32Q: 3 clusters Score -1.946813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -19468128.000000 Penalty: 5950.783203
	Iteration 33Q: 3 clusters Score -1.946813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -19468126.000000 Penalty: 5950.783203
	Iteration 34Q: 3 clusters Score -1.946813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -19468130.000000 Penalty: 5950.783203
	Iteration 35Q: 3 clusters Score -1.946813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161727 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -19468122.000000 Penalty: 5950.783203
	Iteration 36Q: 3 clusters Score -1.946812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161729 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19468114.000000 Penalty: 5950.783203
	Iteration 37Q: 3 clusters Score -1.946811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -19468114.000000 Penalty: 5950.783203
	Iteration 38Q: 3 clusters Score -1.946811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -19468110.000000 Penalty: 5950.783203
	Iteration 39Q: 3 clusters Score -1.946811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -19468122.000000 Penalty: 5950.783203
	Iteration 40F: 3 clusters Score -1.946812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161737 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -19468128.000000 Penalty: 5950.783203
	Iteration 41Q: 3 clusters Score -1.946813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19468122.000000 Penalty: 5950.783203
	Iteration 42Q: 3 clusters Score -1.946812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19468124.000000 Penalty: 5950.783203
	Iteration 43Q: 3 clusters Score -1.946812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161738 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -19468132.000000 Penalty: 5950.783203
	Iteration 44Q: 3 clusters Score -1.946813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161739 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19468132.000000 Penalty: 5950.783203
	Iteration 45Q: 3 clusters Score -1.946813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161739 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19468132.000000 Penalty: 5950.783203
	Iteration 46F: 3 clusters Score -1.946813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -1082746.625000 Penalty: 2282.347412
	Iteration 0F: 2 clusters Score -1082747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1075143.000000 Penalty: 4564.694824
	Iteration 0F: 3 clusters Score -1075143 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1077629.125000 Penalty: 4564.694824
	Iteration 1F: 3 clusters Score -1077629 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1078331.375000 Penalty: 4564.694824
	Iteration 2F: 3 clusters Score -1078331 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1078970.375000 Penalty: 4564.694824
	Iteration 3F: 3 clusters Score -1078970 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1079527.625000 Penalty: 4564.694824
	Iteration 4F: 3 clusters Score -1079528 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1079925.000000 Penalty: 4564.694824
	Iteration 5F: 3 clusters Score -1079925 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1080223.250000 Penalty: 4564.694824
	Iteration 6Q: 3 clusters Score -1080223 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1080487.375000 Penalty: 4564.694824
	Iteration 7Q: 3 clusters Score -1080487 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1080723.125000 Penalty: 4564.694824
	Iteration 8Q: 3 clusters Score -1080723 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1080944.500000 Penalty: 4564.694824
	Iteration 9Q: 3 clusters Score -1080944 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1081128.125000 Penalty: 4564.694824
	Iteration 10Q: 3 clusters Score -1081128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1081281.875000 Penalty: 4564.694824
	Iteration 11Q: 3 clusters Score -1081282 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1081418.125000 Penalty: 4564.694824
	Iteration 12Q: 3 clusters Score -1081418 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1081508.875000 Penalty: 4564.694824
	Iteration 13Q: 3 clusters Score -1081509 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1081571.250000 Penalty: 4564.694824
	Iteration 14Q: 3 clusters Score -1081571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1081612.250000 Penalty: 4564.694824
	Iteration 15Q: 3 clusters Score -1081612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1081645.875000 Penalty: 4564.694824
	Iteration 16Q: 3 clusters Score -1081646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1081665.000000 Penalty: 4564.694824
	Iteration 17Q: 3 clusters Score -1081665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1081680.125000 Penalty: 4564.694824
	Iteration 18Q: 3 clusters Score -1081680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1081696.125000 Penalty: 4564.694824
	Iteration 19Q: 3 clusters Score -1081696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1081710.625000 Penalty: 4564.694824
	Iteration 20F: 3 clusters Score -1081711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1081719.750000 Penalty: 4564.694824
	Iteration 21Q: 3 clusters Score -1081720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1081727.625000 Penalty: 4564.694824
	Iteration 22Q: 3 clusters Score -1081728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1081735.125000 Penalty: 4564.694824
	Iteration 23Q: 3 clusters Score -1081735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1081736.375000 Penalty: 4564.694824
	Iteration 24Q: 3 clusters Score -1081736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1081740.625000 Penalty: 4564.694824
	Iteration 25Q: 3 clusters Score -1081741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1081744.750000 Penalty: 4564.694824
	Iteration 26Q: 3 clusters Score -1081745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1081749.750000 Penalty: 4564.694824
	Iteration 27Q: 3 clusters Score -1081750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1081753.750000 Penalty: 4564.694824
	Iteration 28Q: 3 clusters Score -1081754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1081755.125000 Penalty: 4564.694824
	Iteration 29Q: 3 clusters Score -1081755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1081754.125000 Penalty: 4564.694824
	Iteration 30Q: 3 clusters Score -1081754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1081756.625000 Penalty: 4564.694824
	Iteration 31Q: 3 clusters Score -1081757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1081758.000000 Penalty: 4564.694824
	Iteration 32Q: 3 clusters Score -1081758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1081757.000000 Penalty: 4564.694824
	Iteration 33Q: 3 clusters Score -1081757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1081761.250000 Penalty: 4564.694824
	Iteration 34Q: 3 clusters Score -1081761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1081761.375000 Penalty: 4564.694824
	Iteration 35Q: 3 clusters Score -1081761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1081760.375000 Penalty: 4564.694824
	Iteration 36Q: 3 clusters Score -1081760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1081760.375000 Penalty: 4564.694824
	Iteration 37F: 3 clusters Score -1081760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Entering Unmasked Estep 
Score: -5615178.000000 Penalty: 2672.332275
	Iteration 0F: 2 clusters Score -5615178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5582913.500000 Penalty: 5344.664551
	Iteration 0F: 3 clusters Score -5582914 nChanged 22157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5595310.500000 Penalty: 5344.664551
	Iteration 1F: 3 clusters Score -5595310 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -5596246.000000 Penalty: 5344.664551
	Iteration 2F: 3 clusters Score -5596246 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -5597681.000000 Penalty: 5344.664551
	Iteration 3F: 3 clusters Score -5597681 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5599710.500000 Penalty: 5344.664551
	Iteration 4F: 3 clusters Score -5599710 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5602165.500000 Penalty: 5344.664551
	Iteration 5F: 3 clusters Score -5602166 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -5604605.500000 Penalty: 5344.664551
	Iteration 6F: 3 clusters Score -5604606 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -5606739.000000 Penalty: 5344.664551
	Iteration 7F: 3 clusters Score -5606739 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -5608646.500000 Penalty: 5344.664551
	Iteration 8Q: 3 clusters Score -5608646 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -5610159.500000 Penalty: 5344.664551
	Iteration 9Q: 3 clusters Score -5610160 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5611273.500000 Penalty: 5344.664551
	Iteration 10Q: 3 clusters Score -5611274 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5611910.000000 Penalty: 5344.664551
	Iteration 11Q: 3 clusters Score -5611910 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5612255.500000 Penalty: 5344.664551
	Iteration 12Q: 3 clusters Score -5612256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5612468.000000 Penalty: 5344.664551
	Iteration 13Q: 3 clusters Score -5612468 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5612591.000000 Penalty: 5344.664551
	Iteration 14Q: 3 clusters Score -5612591 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5612700.500000 Penalty: 5344.664551
	Iteration 15Q: 3 clusters Score -5612700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5612749.500000 Penalty: 5344.664551
	Iteration 16Q: 3 clusters Score -5612750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5612793.000000 Penalty: 5344.664551
	Iteration 17Q: 3 clusters Score -5612793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5612834.500000 Penalty: 5344.664551
	Iteration 18Q: 3 clusters Score -5612834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5612872.500000 Penalty: 5344.664551
	Iteration 19Q: 3 clusters Score -5612872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5612902.000000 Penalty: 5344.664551
	Iteration 20F: 3 clusters Score -5612902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5612908.500000 Penalty: 5344.664551
	Iteration 21Q: 3 clusters Score -5612908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5612918.000000 Penalty: 5344.664551
	Iteration 22Q: 3 clusters Score -5612918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5612931.500000 Penalty: 5344.664551
	Iteration 23Q: 3 clusters Score -5612932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5612944.000000 Penalty: 5344.664551
	Iteration 24Q: 3 clusters Score -5612944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5612953.000000 Penalty: 5344.664551
	Iteration 25Q: 3 clusters Score -5612953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5612966.000000 Penalty: 5344.664551
	Iteration 26Q: 3 clusters Score -5612966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5612972.500000 Penalty: 5344.664551
	Iteration 27Q: 3 clusters Score -5612972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5612978.000000 Penalty: 5344.664551
	Iteration 28Q: 3 clusters Score -5612978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5612981.000000 Penalty: 5344.664551
	Iteration 29Q: 3 clusters Score -5612981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5612979.000000 Penalty: 5344.664551
	Iteration 30Q: 3 clusters Score -5612979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5612977.000000 Penalty: 5344.664551
	Iteration 31Q: 3 clusters Score -5612977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5612977.500000 Penalty: 5344.664551
	Iteration 32Q: 3 clusters Score -5612978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5612981.000000 Penalty: 5344.664551
	Iteration 33Q: 3 clusters Score -5612981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5612984.500000 Penalty: 5344.664551
	Iteration 34Q: 3 clusters Score -5612984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5612988.500000 Penalty: 5344.664551
	Iteration 35Q: 3 clusters Score -5612988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5612985.500000 Penalty: 5344.664551
	Iteration 36Q: 3 clusters Score -5612986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5612988.000000 Penalty: 5344.664551
	Iteration 37Q: 3 clusters Score -5612988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5612990.500000 Penalty: 5344.664551
	Iteration 38Q: 3 clusters Score -5612990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5612993.000000 Penalty: 5344.664551
	Iteration 39Q: 3 clusters Score -5612993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5612992.000000 Penalty: 5344.664551
	Iteration 40F: 3 clusters Score -5612992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5612986.000000 Penalty: 5344.664551
	Iteration 41Q: 3 clusters Score -5612986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5612986.000000 Penalty: 5344.664551
	Iteration 42F: 3 clusters Score -5612986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112291 members 
Entering Unmasked Estep 
Score: -13236125.000000 Penalty: 2883.954590
	Iteration 0F: 2 clusters Score -1.323612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -13161084.000000 Penalty: 5767.909180
	Iteration 0F: 3 clusters Score -1.316108e+07 nChanged 53247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -13191719.000000 Penalty: 5767.909180
	Iteration 1F: 3 clusters Score -1.319172e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -13193118.000000 Penalty: 5767.909180
	Iteration 2Q: 3 clusters Score -1.319312e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -13194914.000000 Penalty: 5767.909180
	Iteration 3Q: 3 clusters Score -1.319491e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -13197592.000000 Penalty: 5767.909180
	Iteration 4F: 3 clusters Score -1.319759e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -13201436.000000 Penalty: 5767.909180
	Iteration 5F: 3 clusters Score -1.320144e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -13206603.000000 Penalty: 5767.909180
	Iteration 6F: 3 clusters Score -1.32066e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -13212769.000000 Penalty: 5767.909180
	Iteration 7F: 3 clusters Score -1.321277e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -13219137.000000 Penalty: 5767.909180
	Iteration 8F: 3 clusters Score -1.321914e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -13225669.000000 Penalty: 5767.909180
	Iteration 9F: 3 clusters Score -1.322567e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -13230900.000000 Penalty: 5767.909180
	Iteration 10F: 3 clusters Score -1.32309e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -13233888.000000 Penalty: 5767.909180
	Iteration 11Q: 3 clusters Score -1.323389e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -13235686.000000 Penalty: 5767.909180
	Iteration 12Q: 3 clusters Score -1.323569e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -13237015.000000 Penalty: 5767.909180
	Iteration 13Q: 3 clusters Score -1.323702e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -13237968.000000 Penalty: 5767.909180
	Iteration 14Q: 3 clusters Score -1.323797e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -13238579.000000 Penalty: 5767.909180
	Iteration 15Q: 3 clusters Score -1.323858e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -13238889.000000 Penalty: 5767.909180
	Iteration 16Q: 3 clusters Score -1.323889e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -13239089.000000 Penalty: 5767.909180
	Iteration 17Q: 3 clusters Score -1.323909e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -13239230.000000 Penalty: 5767.909180
	Iteration 18Q: 3 clusters Score -1.323923e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -13239268.000000 Penalty: 5767.909180
	Iteration 19Q: 3 clusters Score -1.323927e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -13239328.000000 Penalty: 5767.909180
	Iteration 20F: 3 clusters Score -1.323933e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -13239343.000000 Penalty: 5767.909180
	Iteration 21Q: 3 clusters Score -1.323934e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -13239375.000000 Penalty: 5767.909180
	Iteration 22Q: 3 clusters Score -1.323938e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -13239386.000000 Penalty: 5767.909180
	Iteration 23Q: 3 clusters Score -1.323939e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -13239396.000000 Penalty: 5767.909180
	Iteration 24Q: 3 clusters Score -1.32394e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -13239364.000000 Penalty: 5767.909180
	Iteration 25Q: 3 clusters Score -1.323936e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -13239375.000000 Penalty: 5767.909180
	Iteration 26Q: 3 clusters Score -1.323938e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -13239379.000000 Penalty: 5767.909180
	Iteration 27Q: 3 clusters Score -1.323938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -13239375.000000 Penalty: 5767.909180
	Iteration 28Q: 3 clusters Score -1.323938e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -13239417.000000 Penalty: 5767.909180
	Iteration 29Q: 3 clusters Score -1.323942e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -13239425.000000 Penalty: 5767.909180
	Iteration 30Q: 3 clusters Score -1.323942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -13239430.000000 Penalty: 5767.909180
	Iteration 31Q: 3 clusters Score -1.323943e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -13239415.000000 Penalty: 5767.909180
	Iteration 32Q: 3 clusters Score -1.323942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -13239447.000000 Penalty: 5767.909180
	Iteration 33Q: 3 clusters Score -1.323945e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -13239436.000000 Penalty: 5767.909180
	Iteration 34Q: 3 clusters Score -1.323944e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -13239441.000000 Penalty: 5767.909180
	Iteration 35Q: 3 clusters Score -1.323944e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -13239454.000000 Penalty: 5767.909180
	Iteration 36Q: 3 clusters Score -1.323945e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -13239459.000000 Penalty: 5767.909180
	Iteration 37Q: 3 clusters Score -1.323946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -13239455.000000 Penalty: 5767.909180
	Iteration 38Q: 3 clusters Score -1.323946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -13239463.000000 Penalty: 5767.909180
	Iteration 39Q: 3 clusters Score -1.323946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -13239467.000000 Penalty: 5767.909180
	Iteration 40F: 3 clusters Score -1.323947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -13239468.000000 Penalty: 5767.909180
	Iteration 41Q: 3 clusters Score -1.323947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -13239442.000000 Penalty: 5767.909180
	Iteration 42Q: 3 clusters Score -1.323944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -13239448.000000 Penalty: 5767.909180
	Iteration 43Q: 3 clusters Score -1.323945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -13239450.000000 Penalty: 5767.909180
	Iteration 44Q: 3 clusters Score -1.323945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -13239447.000000 Penalty: 5767.909180
	Iteration 45Q: 3 clusters Score -1.323945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -13239446.000000 Penalty: 5767.909180
	Iteration 46Q: 3 clusters Score -1.323945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -13239446.000000 Penalty: 5767.909180
	Iteration 47Q: 3 clusters Score -1.323945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -13239454.000000 Penalty: 5767.909180
	Iteration 48Q: 3 clusters Score -1.323945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -13239450.000000 Penalty: 5767.909180
	Iteration 49Q: 3 clusters Score -1.323945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -13239456.000000 Penalty: 5767.909180
	Iteration 50Q: 3 clusters Score -1.323946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -13239453.000000 Penalty: 5767.909180
	Iteration 51Q: 3 clusters Score -1.323945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -13239455.000000 Penalty: 5767.909180
	Iteration 52Q: 3 clusters Score -1.323946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -13239461.000000 Penalty: 5767.909180
	Iteration 53Q: 3 clusters Score -1.323946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -13239449.000000 Penalty: 5767.909180
	Iteration 54Q: 3 clusters Score -1.323945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -13239455.000000 Penalty: 5767.909180
	Iteration 55Q: 3 clusters Score -1.323946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -13239460.000000 Penalty: 5767.909180
	Iteration 56Q: 3 clusters Score -1.323946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -13239452.000000 Penalty: 5767.909180
	Iteration 57Q: 3 clusters Score -1.323945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -13239448.000000 Penalty: 5767.909180
	Iteration 58Q: 3 clusters Score -1.323945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -13239448.000000 Penalty: 5767.909180
	Iteration 59F: 3 clusters Score -1.323945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 21834 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 28676 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Mstep: Class 30 contains 30745 members 
Entering Unmasked Estep 
Score: -205551296.000000 Penalty: 107098.679688
Splitting cluster 4 changes total score from -205545440.000000 to -205551296.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (21946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Entering Unmasked Estep 
Score: -2400712.750000 Penalty: 2479.092285
	Iteration 0F: 2 clusters Score -2400713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2385501.500000 Penalty: 4958.184570
	Iteration 0F: 3 clusters Score -2385502 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2391107.250000 Penalty: 4958.184570
	Iteration 1F: 3 clusters Score -2391107 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2392344.250000 Penalty: 4958.184570
	Iteration 2F: 3 clusters Score -2392344 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2393681.000000 Penalty: 4958.184570
	Iteration 3F: 3 clusters Score -2393681 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2394847.250000 Penalty: 4958.184570
	Iteration 4F: 3 clusters Score -2394847 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2395820.750000 Penalty: 4958.184570
	Iteration 5F: 3 clusters Score -2395821 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2396616.500000 Penalty: 4958.184570
	Iteration 6F: 3 clusters Score -2396616 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2397297.500000 Penalty: 4958.184570
	Iteration 7F: 3 clusters Score -2397298 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2397870.500000 Penalty: 4958.184570
	Iteration 8Q: 3 clusters Score -2397870 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2398436.750000 Penalty: 4958.184570
	Iteration 9Q: 3 clusters Score -2398437 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2399003.250000 Penalty: 4958.184570
	Iteration 10Q: 3 clusters Score -2399003 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2399501.500000 Penalty: 4958.184570
	Iteration 11Q: 3 clusters Score -2399502 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2399995.250000 Penalty: 4958.184570
	Iteration 12Q: 3 clusters Score -2399995 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2400273.250000 Penalty: 4958.184570
	Iteration 13Q: 3 clusters Score -2400273 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2400448.250000 Penalty: 4958.184570
	Iteration 14Q: 3 clusters Score -2400448 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2400530.250000 Penalty: 4958.184570
	Iteration 15Q: 3 clusters Score -2400530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2400591.000000 Penalty: 4958.184570
	Iteration 16Q: 3 clusters Score -2400591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2400629.000000 Penalty: 4958.184570
	Iteration 17Q: 3 clusters Score -2400629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2400652.500000 Penalty: 4958.184570
	Iteration 18Q: 3 clusters Score -2400652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2400678.750000 Penalty: 4958.184570
	Iteration 19Q: 3 clusters Score -2400679 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2400684.500000 Penalty: 4958.184570
	Iteration 20F: 3 clusters Score -2400684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2400703.000000 Penalty: 4958.184570
	Iteration 21Q: 3 clusters Score -2400703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2400704.750000 Penalty: 4958.184570
	Iteration 22Q: 3 clusters Score -2400705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2400721.250000 Penalty: 4958.184570
	Iteration 23Q: 3 clusters Score -2400721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2400728.250000 Penalty: 4958.184570
	Iteration 24Q: 3 clusters Score -2400728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2400751.250000 Penalty: 4958.184570
	Iteration 25Q: 3 clusters Score -2400751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2400762.250000 Penalty: 4958.184570
	Iteration 26Q: 3 clusters Score -2400762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2400770.000000 Penalty: 4958.184570
	Iteration 27Q: 3 clusters Score -2400770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2400774.500000 Penalty: 4958.184570
	Iteration 28Q: 3 clusters Score -2400774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2400775.000000 Penalty: 4958.184570
	Iteration 29Q: 3 clusters Score -2400775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2400775.250000 Penalty: 4958.184570
	Iteration 30Q: 3 clusters Score -2400775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2400785.000000 Penalty: 4958.184570
	Iteration 31Q: 3 clusters Score -2400785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2400785.750000 Penalty: 4958.184570
	Iteration 32Q: 3 clusters Score -2400786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2400789.750000 Penalty: 4958.184570
	Iteration 33Q: 3 clusters Score -2400790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2400783.750000 Penalty: 4958.184570
	Iteration 34Q: 3 clusters Score -2400784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2400787.250000 Penalty: 4958.184570
	Iteration 35Q: 3 clusters Score -2400787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2400791.500000 Penalty: 4958.184570
	Iteration 36Q: 3 clusters Score -2400792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2400792.500000 Penalty: 4958.184570
	Iteration 37Q: 3 clusters Score -2400792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2400793.500000 Penalty: 4958.184570
	Iteration 38Q: 3 clusters Score -2400794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2400803.750000 Penalty: 4958.184570
	Iteration 39Q: 3 clusters Score -2400804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2400800.750000 Penalty: 4958.184570
	Iteration 40F: 3 clusters Score -2400801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2400801.500000 Penalty: 4958.184570
	Iteration 41Q: 3 clusters Score -2400802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2400806.500000 Penalty: 4958.184570
	Iteration 42Q: 3 clusters Score -2400806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2400803.250000 Penalty: 4958.184570
	Iteration 43Q: 3 clusters Score -2400803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2400803.750000 Penalty: 4958.184570
	Iteration 44Q: 3 clusters Score -2400804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2400803.250000 Penalty: 4958.184570
	Iteration 45Q: 3 clusters Score -2400803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2400805.500000 Penalty: 4958.184570
	Iteration 46Q: 3 clusters Score -2400806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2400809.750000 Penalty: 4958.184570
	Iteration 47Q: 3 clusters Score -2400810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2400807.750000 Penalty: 4958.184570
	Iteration 48Q: 3 clusters Score -2400808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2400810.250000 Penalty: 4958.184570
	Iteration 49Q: 3 clusters Score -2400810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2400813.500000 Penalty: 4958.184570
	Iteration 50Q: 3 clusters Score -2400814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2400813.500000 Penalty: 4958.184570
	Iteration 51F: 3 clusters Score -2400814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 21834 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 28676 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Mstep: Class 30 contains 30745 members 
Mstep: Class 31 contains 17564 members 
Entering Unmasked Estep 
Score: -205550016.000000 Penalty: 110668.640625
Splitting cluster 5 changes total score from -205545440.000000 to -205550016.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 6 (98016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Entering Unmasked Estep 
Score: -11658486.000000 Penalty: 2850.235596
	Iteration 0F: 2 clusters Score -1.165849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -11593100.000000 Penalty: 5700.471191
	Iteration 0F: 3 clusters Score -1.15931e+07 nChanged 46328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -11619467.000000 Penalty: 5700.471191
	Iteration 1F: 3 clusters Score -1.161947e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -11620514.000000 Penalty: 5700.471191
	Iteration 2Q: 3 clusters Score -1.162051e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -11621813.000000 Penalty: 5700.471191
	Iteration 3Q: 3 clusters Score -1.162181e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -11623440.000000 Penalty: 5700.471191
	Iteration 4Q: 3 clusters Score -1.162344e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -11625452.000000 Penalty: 5700.471191
	Iteration 5Q: 3 clusters Score -1.162545e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -11628073.000000 Penalty: 5700.471191
	Iteration 6F: 3 clusters Score -1.162807e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -11631080.000000 Penalty: 5700.471191
	Iteration 7F: 3 clusters Score -1.163108e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -11634555.000000 Penalty: 5700.471191
	Iteration 8F: 3 clusters Score -1.163456e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -11638435.000000 Penalty: 5700.471191
	Iteration 9F: 3 clusters Score -1.163844e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -11642047.000000 Penalty: 5700.471191
	Iteration 10Q: 3 clusters Score -1.164205e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -11644792.000000 Penalty: 5700.471191
	Iteration 11Q: 3 clusters Score -1.164479e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -11646807.000000 Penalty: 5700.471191
	Iteration 12Q: 3 clusters Score -1.164681e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -11648375.000000 Penalty: 5700.471191
	Iteration 13Q: 3 clusters Score -1.164838e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -11649638.000000 Penalty: 5700.471191
	Iteration 14Q: 3 clusters Score -1.164964e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -11650829.000000 Penalty: 5700.471191
	Iteration 15Q: 3 clusters Score -1.165083e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -11651973.000000 Penalty: 5700.471191
	Iteration 16Q: 3 clusters Score -1.165197e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -11653027.000000 Penalty: 5700.471191
	Iteration 17Q: 3 clusters Score -1.165303e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -11653854.000000 Penalty: 5700.471191
	Iteration 18Q: 3 clusters Score -1.165385e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -11654508.000000 Penalty: 5700.471191
	Iteration 19Q: 3 clusters Score -1.165451e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -11654994.000000 Penalty: 5700.471191
	Iteration 20F: 3 clusters Score -1.165499e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -11655390.000000 Penalty: 5700.471191
	Iteration 21Q: 3 clusters Score -1.165539e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -11655638.000000 Penalty: 5700.471191
	Iteration 22Q: 3 clusters Score -1.165564e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -11655819.000000 Penalty: 5700.471191
	Iteration 23Q: 3 clusters Score -1.165582e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -11655919.000000 Penalty: 5700.471191
	Iteration 24Q: 3 clusters Score -1.165592e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -11656038.000000 Penalty: 5700.471191
	Iteration 25Q: 3 clusters Score -1.165604e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -11656124.000000 Penalty: 5700.471191
	Iteration 26Q: 3 clusters Score -1.165612e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -11656163.000000 Penalty: 5700.471191
	Iteration 27Q: 3 clusters Score -1.165616e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -11656198.000000 Penalty: 5700.471191
	Iteration 28Q: 3 clusters Score -1.16562e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -11656221.000000 Penalty: 5700.471191
	Iteration 29Q: 3 clusters Score -1.165622e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -11656233.000000 Penalty: 5700.471191
	Iteration 30Q: 3 clusters Score -1.165623e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -11656266.000000 Penalty: 5700.471191
	Iteration 31Q: 3 clusters Score -1.165627e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -11656278.000000 Penalty: 5700.471191
	Iteration 32Q: 3 clusters Score -1.165628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -11656266.000000 Penalty: 5700.471191
	Iteration 33Q: 3 clusters Score -1.165627e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -11656282.000000 Penalty: 5700.471191
	Iteration 34Q: 3 clusters Score -1.165628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -11656297.000000 Penalty: 5700.471191
	Iteration 35Q: 3 clusters Score -1.16563e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -11656320.000000 Penalty: 5700.471191
	Iteration 36Q: 3 clusters Score -1.165632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -11656297.000000 Penalty: 5700.471191
	Iteration 37Q: 3 clusters Score -1.16563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -11656314.000000 Penalty: 5700.471191
	Iteration 38Q: 3 clusters Score -1.165631e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -11656332.000000 Penalty: 5700.471191
	Iteration 39Q: 3 clusters Score -1.165633e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -11656338.000000 Penalty: 5700.471191
	Iteration 40F: 3 clusters Score -1.165634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -11656330.000000 Penalty: 5700.471191
	Iteration 41Q: 3 clusters Score -1.165633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -11656340.000000 Penalty: 5700.471191
	Iteration 42Q: 3 clusters Score -1.165634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -11656367.000000 Penalty: 5700.471191
	Iteration 43Q: 3 clusters Score -1.165637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -11656386.000000 Penalty: 5700.471191
	Iteration 44Q: 3 clusters Score -1.165639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -11656389.000000 Penalty: 5700.471191
	Iteration 45Q: 3 clusters Score -1.165639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11656391.000000 Penalty: 5700.471191
	Iteration 46Q: 3 clusters Score -1.165639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -11656395.000000 Penalty: 5700.471191
	Iteration 47Q: 3 clusters Score -1.16564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -11656383.000000 Penalty: 5700.471191
	Iteration 48Q: 3 clusters Score -1.165638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -11656379.000000 Penalty: 5700.471191
	Iteration 49Q: 3 clusters Score -1.165638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -11656388.000000 Penalty: 5700.471191
	Iteration 50Q: 3 clusters Score -1.165639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -11656384.000000 Penalty: 5700.471191
	Iteration 51Q: 3 clusters Score -1.165638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -11656374.000000 Penalty: 5700.471191
	Iteration 52Q: 3 clusters Score -1.165637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -11656372.000000 Penalty: 5700.471191
	Iteration 53Q: 3 clusters Score -1.165637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -11656398.000000 Penalty: 5700.471191
	Iteration 54Q: 3 clusters Score -1.16564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11656381.000000 Penalty: 5700.471191
	Iteration 55Q: 3 clusters Score -1.165638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -11656384.000000 Penalty: 5700.471191
	Iteration 56Q: 3 clusters Score -1.165638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -11656383.000000 Penalty: 5700.471191
	Iteration 57Q: 3 clusters Score -1.165638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11656386.000000 Penalty: 5700.471191
	Iteration 58Q: 3 clusters Score -1.165639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -11656402.000000 Penalty: 5700.471191
	Iteration 59Q: 3 clusters Score -1.16564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -11656397.000000 Penalty: 5700.471191
	Iteration 60F: 3 clusters Score -1.16564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -11656390.000000 Penalty: 5700.471191
	Iteration 61Q: 3 clusters Score -1.165639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -11656402.000000 Penalty: 5700.471191
	Iteration 62Q: 3 clusters Score -1.16564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -11656407.000000 Penalty: 5700.471191
	Iteration 63Q: 3 clusters Score -1.165641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -11656403.000000 Penalty: 5700.471191
	Iteration 64Q: 3 clusters Score -1.16564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -11656400.000000 Penalty: 5700.471191
	Iteration 65Q: 3 clusters Score -1.16564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -11656401.000000 Penalty: 5700.471191
	Iteration 66Q: 3 clusters Score -1.16564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -11656403.000000 Penalty: 5700.471191
	Iteration 67Q: 3 clusters Score -1.16564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -11656403.000000 Penalty: 5700.471191
	Iteration 68Q: 3 clusters Score -1.16564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -11656403.000000 Penalty: 5700.471191
	Iteration 69F: 3 clusters Score -1.16564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Entering Unmasked Estep 
Score: -18946232.000000 Penalty: 2970.163086
	Iteration 0F: 2 clusters Score -1.894623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -18840384.000000 Penalty: 5940.326172
	Iteration 0F: 3 clusters Score -1.884038e+07 nChanged 76171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -18884460.000000 Penalty: 5940.326172
	Iteration 1F: 3 clusters Score -1.888446e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -18886070.000000 Penalty: 5940.326172
	Iteration 2Q: 3 clusters Score -1.888607e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -18888446.000000 Penalty: 5940.326172
	Iteration 3Q: 3 clusters Score -1.888845e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -18892638.000000 Penalty: 5940.326172
	Iteration 4F: 3 clusters Score -1.889264e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 107122 members 
Entering Unmasked Estep 
Score: -18899242.000000 Penalty: 5940.326172
	Iteration 5F: 3 clusters Score -1.889924e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -18909048.000000 Penalty: 5940.326172
	Iteration 6F: 3 clusters Score -1.890905e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 131269 members 
Entering Unmasked Estep 
Score: -18920184.000000 Penalty: 5940.326172
	Iteration 7F: 3 clusters Score -1.892018e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -18929930.000000 Penalty: 5940.326172
	Iteration 8F: 3 clusters Score -1.892993e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 149296 members 
Entering Unmasked Estep 
Score: -18936462.000000 Penalty: 5940.326172
	Iteration 9Q: 3 clusters Score -1.893646e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -18940114.000000 Penalty: 5940.326172
	Iteration 10Q: 3 clusters Score -1.894011e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 156313 members 
Entering Unmasked Estep 
Score: -18941872.000000 Penalty: 5940.326172
	Iteration 11Q: 3 clusters Score -1.894187e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -18942740.000000 Penalty: 5940.326172
	Iteration 12Q: 3 clusters Score -1.894274e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -18943128.000000 Penalty: 5940.326172
	Iteration 13Q: 3 clusters Score -1.894313e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -18943352.000000 Penalty: 5940.326172
	Iteration 14Q: 3 clusters Score -1.894335e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 158484 members 
Entering Unmasked Estep 
Score: -18943448.000000 Penalty: 5940.326172
	Iteration 15Q: 3 clusters Score -1.894345e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -18943516.000000 Penalty: 5940.326172
	Iteration 16Q: 3 clusters Score -1.894352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 158568 members 
Entering Unmasked Estep 
Score: -18943550.000000 Penalty: 5940.326172
	Iteration 17Q: 3 clusters Score -1.894355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -18943576.000000 Penalty: 5940.326172
	Iteration 18Q: 3 clusters Score -1.894358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -18943580.000000 Penalty: 5940.326172
	Iteration 19Q: 3 clusters Score -1.894358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 158618 members 
Entering Unmasked Estep 
Score: -18943614.000000 Penalty: 5940.326172
	Iteration 20F: 3 clusters Score -1.894361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 158622 members 
Entering Unmasked Estep 
Score: -18943634.000000 Penalty: 5940.326172
	Iteration 21Q: 3 clusters Score -1.894363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -18943630.000000 Penalty: 5940.326172
	Iteration 22Q: 3 clusters Score -1.894363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 158627 members 
Entering Unmasked Estep 
Score: -18943628.000000 Penalty: 5940.326172
	Iteration 23Q: 3 clusters Score -1.894363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 158627 members 
Entering Unmasked Estep 
Score: -18943628.000000 Penalty: 5940.326172
	Iteration 24F: 3 clusters Score -1.894363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Entering Unmasked Estep 
Score: -1408397.500000 Penalty: 2335.947266
	Iteration 0F: 2 clusters Score -1408398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1399231.500000 Penalty: 4671.894531
	Iteration 0F: 3 clusters Score -1399232 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1402068.750000 Penalty: 4671.894531
	Iteration 1F: 3 clusters Score -1402069 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1402561.875000 Penalty: 4671.894531
	Iteration 2F: 3 clusters Score -1402562 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1403054.125000 Penalty: 4671.894531
	Iteration 3F: 3 clusters Score -1403054 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1403494.750000 Penalty: 4671.894531
	Iteration 4F: 3 clusters Score -1403495 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1403909.375000 Penalty: 4671.894531
	Iteration 5F: 3 clusters Score -1403909 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1404302.125000 Penalty: 4671.894531
	Iteration 6F: 3 clusters Score -1404302 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1404652.750000 Penalty: 4671.894531
	Iteration 7Q: 3 clusters Score -1404653 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1404917.625000 Penalty: 4671.894531
	Iteration 8Q: 3 clusters Score -1404918 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1405103.125000 Penalty: 4671.894531
	Iteration 9Q: 3 clusters Score -1405103 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1405257.750000 Penalty: 4671.894531
	Iteration 10Q: 3 clusters Score -1405258 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1405353.375000 Penalty: 4671.894531
	Iteration 11Q: 3 clusters Score -1405353 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1405426.000000 Penalty: 4671.894531
	Iteration 12Q: 3 clusters Score -1405426 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1405487.000000 Penalty: 4671.894531
	Iteration 13Q: 3 clusters Score -1405487 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1405535.625000 Penalty: 4671.894531
	Iteration 14Q: 3 clusters Score -1405536 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1405580.750000 Penalty: 4671.894531
	Iteration 15Q: 3 clusters Score -1405581 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1405611.375000 Penalty: 4671.894531
	Iteration 16Q: 3 clusters Score -1405611 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1405633.875000 Penalty: 4671.894531
	Iteration 17Q: 3 clusters Score -1405634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1405653.375000 Penalty: 4671.894531
	Iteration 18Q: 3 clusters Score -1405653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1405674.125000 Penalty: 4671.894531
	Iteration 19Q: 3 clusters Score -1405674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1405684.250000 Penalty: 4671.894531
	Iteration 20F: 3 clusters Score -1405684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1405697.750000 Penalty: 4671.894531
	Iteration 21Q: 3 clusters Score -1405698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1405704.500000 Penalty: 4671.894531
	Iteration 22Q: 3 clusters Score -1405704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1405711.500000 Penalty: 4671.894531
	Iteration 23Q: 3 clusters Score -1405712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1405721.625000 Penalty: 4671.894531
	Iteration 24Q: 3 clusters Score -1405722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1405729.250000 Penalty: 4671.894531
	Iteration 25Q: 3 clusters Score -1405729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1405735.500000 Penalty: 4671.894531
	Iteration 26Q: 3 clusters Score -1405736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1405744.500000 Penalty: 4671.894531
	Iteration 27Q: 3 clusters Score -1405744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1405761.250000 Penalty: 4671.894531
	Iteration 28Q: 3 clusters Score -1405761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1405768.500000 Penalty: 4671.894531
	Iteration 29Q: 3 clusters Score -1405768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1405771.750000 Penalty: 4671.894531
	Iteration 30Q: 3 clusters Score -1405772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1405786.875000 Penalty: 4671.894531
	Iteration 31Q: 3 clusters Score -1405787 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1405799.125000 Penalty: 4671.894531
	Iteration 32Q: 3 clusters Score -1405799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1405818.625000 Penalty: 4671.894531
	Iteration 33Q: 3 clusters Score -1405819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1405845.625000 Penalty: 4671.894531
	Iteration 34Q: 3 clusters Score -1405846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1405859.625000 Penalty: 4671.894531
	Iteration 35Q: 3 clusters Score -1405860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1405884.875000 Penalty: 4671.894531
	Iteration 36Q: 3 clusters Score -1405885 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1405912.125000 Penalty: 4671.894531
	Iteration 37Q: 3 clusters Score -1405912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1405933.500000 Penalty: 4671.894531
	Iteration 38Q: 3 clusters Score -1405934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1405959.125000 Penalty: 4671.894531
	Iteration 39Q: 3 clusters Score -1405959 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1405991.375000 Penalty: 4671.894531
	Iteration 40F: 3 clusters Score -1405991 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1406018.625000 Penalty: 4671.894531
	Iteration 41Q: 3 clusters Score -1406019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1406060.500000 Penalty: 4671.894531
	Iteration 42Q: 3 clusters Score -1406060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1406095.500000 Penalty: 4671.894531
	Iteration 43Q: 3 clusters Score -1406096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1406128.750000 Penalty: 4671.894531
	Iteration 44Q: 3 clusters Score -1406129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1406162.500000 Penalty: 4671.894531
	Iteration 45Q: 3 clusters Score -1406162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1406185.500000 Penalty: 4671.894531
	Iteration 46Q: 3 clusters Score -1406186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1406205.000000 Penalty: 4671.894531
	Iteration 47Q: 3 clusters Score -1406205 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1406236.500000 Penalty: 4671.894531
	Iteration 48Q: 3 clusters Score -1406236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1406267.250000 Penalty: 4671.894531
	Iteration 49Q: 3 clusters Score -1406267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1406290.125000 Penalty: 4671.894531
	Iteration 50Q: 3 clusters Score -1406290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1406311.875000 Penalty: 4671.894531
	Iteration 51Q: 3 clusters Score -1406312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1406336.375000 Penalty: 4671.894531
	Iteration 52Q: 3 clusters Score -1406336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1406369.000000 Penalty: 4671.894531
	Iteration 53Q: 3 clusters Score -1406369 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1406401.000000 Penalty: 4671.894531
	Iteration 54Q: 3 clusters Score -1406401 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1406427.750000 Penalty: 4671.894531
	Iteration 55Q: 3 clusters Score -1406428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1406452.000000 Penalty: 4671.894531
	Iteration 56Q: 3 clusters Score -1406452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1406480.375000 Penalty: 4671.894531
	Iteration 57Q: 3 clusters Score -1406480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1406517.750000 Penalty: 4671.894531
	Iteration 58Q: 3 clusters Score -1406518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1406539.750000 Penalty: 4671.894531
	Iteration 59Q: 3 clusters Score -1406540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1406552.875000 Penalty: 4671.894531
	Iteration 60F: 3 clusters Score -1406553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1406563.750000 Penalty: 4671.894531
	Iteration 61Q: 3 clusters Score -1406564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1406573.875000 Penalty: 4671.894531
	Iteration 62Q: 3 clusters Score -1406574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1406585.875000 Penalty: 4671.894531
	Iteration 63Q: 3 clusters Score -1406586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1406591.625000 Penalty: 4671.894531
	Iteration 64Q: 3 clusters Score -1406592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1406594.625000 Penalty: 4671.894531
	Iteration 65Q: 3 clusters Score -1406595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1406603.750000 Penalty: 4671.894531
	Iteration 66Q: 3 clusters Score -1406604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1406609.875000 Penalty: 4671.894531
	Iteration 67Q: 3 clusters Score -1406610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1406622.250000 Penalty: 4671.894531
	Iteration 68Q: 3 clusters Score -1406622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1406630.500000 Penalty: 4671.894531
	Iteration 69Q: 3 clusters Score -1406630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1406639.875000 Penalty: 4671.894531
	Iteration 70Q: 3 clusters Score -1406640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1406664.500000 Penalty: 4671.894531
	Iteration 71Q: 3 clusters Score -1406664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1406678.625000 Penalty: 4671.894531
	Iteration 72Q: 3 clusters Score -1406679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1406698.375000 Penalty: 4671.894531
	Iteration 73Q: 3 clusters Score -1406698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1406714.750000 Penalty: 4671.894531
	Iteration 74Q: 3 clusters Score -1406715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1406733.750000 Penalty: 4671.894531
	Iteration 75Q: 3 clusters Score -1406734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1406761.000000 Penalty: 4671.894531
	Iteration 76Q: 3 clusters Score -1406761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1406780.250000 Penalty: 4671.894531
	Iteration 77Q: 3 clusters Score -1406780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1406805.625000 Penalty: 4671.894531
	Iteration 78Q: 3 clusters Score -1406806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1406822.125000 Penalty: 4671.894531
	Iteration 79Q: 3 clusters Score -1406822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1406838.625000 Penalty: 4671.894531
	Iteration 80F: 3 clusters Score -1406839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1406848.625000 Penalty: 4671.894531
	Iteration 81Q: 3 clusters Score -1406849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1406863.875000 Penalty: 4671.894531
	Iteration 82Q: 3 clusters Score -1406864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1406869.500000 Penalty: 4671.894531
	Iteration 83Q: 3 clusters Score -1406870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1406873.625000 Penalty: 4671.894531
	Iteration 84Q: 3 clusters Score -1406874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1406879.000000 Penalty: 4671.894531
	Iteration 85Q: 3 clusters Score -1406879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1406881.000000 Penalty: 4671.894531
	Iteration 86Q: 3 clusters Score -1406881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1406885.750000 Penalty: 4671.894531
	Iteration 87Q: 3 clusters Score -1406886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1406885.375000 Penalty: 4671.894531
	Iteration 88Q: 3 clusters Score -1406885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1406888.625000 Penalty: 4671.894531
	Iteration 89Q: 3 clusters Score -1406889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1406890.500000 Penalty: 4671.894531
	Iteration 90Q: 3 clusters Score -1406890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1406893.875000 Penalty: 4671.894531
	Iteration 91Q: 3 clusters Score -1406894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1406896.000000 Penalty: 4671.894531
	Iteration 92Q: 3 clusters Score -1406896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1406898.625000 Penalty: 4671.894531
	Iteration 93Q: 3 clusters Score -1406899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1406896.250000 Penalty: 4671.894531
	Iteration 94Q: 3 clusters Score -1406896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1406893.750000 Penalty: 4671.894531
	Iteration 95Q: 3 clusters Score -1406894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1406893.750000 Penalty: 4671.894531
	Iteration 96F: 3 clusters Score -1406894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (116549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Entering Unmasked Estep 
Score: -13938977.000000 Penalty: 2893.184570
	Iteration 0F: 2 clusters Score -1.393898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -13861204.000000 Penalty: 5786.369141
	Iteration 0F: 3 clusters Score -1.38612e+07 nChanged 55191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -13893012.000000 Penalty: 5786.369141
	Iteration 1F: 3 clusters Score -1.389301e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -13893892.000000 Penalty: 5786.369141
	Iteration 2Q: 3 clusters Score -1.389389e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -13894684.000000 Penalty: 5786.369141
	Iteration 3Q: 3 clusters Score -1.389468e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -13895651.000000 Penalty: 5786.369141
	Iteration 4Q: 3 clusters Score -1.389565e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -13896915.000000 Penalty: 5786.369141
	Iteration 5Q: 3 clusters Score -1.389692e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -13898426.000000 Penalty: 5786.369141
	Iteration 6Q: 3 clusters Score -1.389843e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -13900437.000000 Penalty: 5786.369141
	Iteration 7Q: 3 clusters Score -1.390044e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -13902983.000000 Penalty: 5786.369141
	Iteration 8Q: 3 clusters Score -1.390298e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -13906229.000000 Penalty: 5786.369141
	Iteration 9F: 3 clusters Score -1.390623e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -13910806.000000 Penalty: 5786.369141
	Iteration 10F: 3 clusters Score -1.391081e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -13915898.000000 Penalty: 5786.369141
	Iteration 11F: 3 clusters Score -1.39159e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -13920304.000000 Penalty: 5786.369141
	Iteration 12F: 3 clusters Score -1.39203e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -13922881.000000 Penalty: 5786.369141
	Iteration 13Q: 3 clusters Score -1.392288e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -13924685.000000 Penalty: 5786.369141
	Iteration 14Q: 3 clusters Score -1.392468e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -13926403.000000 Penalty: 5786.369141
	Iteration 15Q: 3 clusters Score -1.39264e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -13928374.000000 Penalty: 5786.369141
	Iteration 16Q: 3 clusters Score -1.392837e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -13930729.000000 Penalty: 5786.369141
	Iteration 17Q: 3 clusters Score -1.393073e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -13933130.000000 Penalty: 5786.369141
	Iteration 18Q: 3 clusters Score -1.393313e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -13934867.000000 Penalty: 5786.369141
	Iteration 19Q: 3 clusters Score -1.393487e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -13936211.000000 Penalty: 5786.369141
	Iteration 20F: 3 clusters Score -1.393621e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -13937074.000000 Penalty: 5786.369141
	Iteration 21Q: 3 clusters Score -1.393707e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -13937646.000000 Penalty: 5786.369141
	Iteration 22Q: 3 clusters Score -1.393765e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -13938021.000000 Penalty: 5786.369141
	Iteration 23Q: 3 clusters Score -1.393802e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -13938258.000000 Penalty: 5786.369141
	Iteration 24Q: 3 clusters Score -1.393826e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -13938492.000000 Penalty: 5786.369141
	Iteration 25Q: 3 clusters Score -1.393849e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -13938578.000000 Penalty: 5786.369141
	Iteration 26Q: 3 clusters Score -1.393858e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -13938676.000000 Penalty: 5786.369141
	Iteration 27Q: 3 clusters Score -1.393868e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -13938731.000000 Penalty: 5786.369141
	Iteration 28Q: 3 clusters Score -1.393873e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -13938769.000000 Penalty: 5786.369141
	Iteration 29Q: 3 clusters Score -1.393877e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -13938766.000000 Penalty: 5786.369141
	Iteration 30Q: 3 clusters Score -1.393877e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -13938800.000000 Penalty: 5786.369141
	Iteration 31Q: 3 clusters Score -1.39388e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86368 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -13938871.000000 Penalty: 5786.369141
	Iteration 32Q: 3 clusters Score -1.393887e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -13938898.000000 Penalty: 5786.369141
	Iteration 33Q: 3 clusters Score -1.39389e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -13938905.000000 Penalty: 5786.369141
	Iteration 34Q: 3 clusters Score -1.39389e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -13938934.000000 Penalty: 5786.369141
	Iteration 35Q: 3 clusters Score -1.393893e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -13938966.000000 Penalty: 5786.369141
	Iteration 36Q: 3 clusters Score -1.393897e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -13938962.000000 Penalty: 5786.369141
	Iteration 37Q: 3 clusters Score -1.393896e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -13939007.000000 Penalty: 5786.369141
	Iteration 38Q: 3 clusters Score -1.393901e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -13939030.000000 Penalty: 5786.369141
	Iteration 39Q: 3 clusters Score -1.393903e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -13939008.000000 Penalty: 5786.369141
	Iteration 40F: 3 clusters Score -1.393901e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -13938992.000000 Penalty: 5786.369141
	Iteration 41Q: 3 clusters Score -1.393899e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -13938989.000000 Penalty: 5786.369141
	Iteration 42Q: 3 clusters Score -1.393899e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -13938996.000000 Penalty: 5786.369141
	Iteration 43Q: 3 clusters Score -1.3939e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -13938986.000000 Penalty: 5786.369141
	Iteration 44Q: 3 clusters Score -1.393899e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -13938969.000000 Penalty: 5786.369141
	Iteration 45Q: 3 clusters Score -1.393897e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -13938947.000000 Penalty: 5786.369141
	Iteration 46Q: 3 clusters Score -1.393895e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -13938957.000000 Penalty: 5786.369141
	Iteration 47Q: 3 clusters Score -1.393896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -13938940.000000 Penalty: 5786.369141
	Iteration 48Q: 3 clusters Score -1.393894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88553 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -13938961.000000 Penalty: 5786.369141
	Iteration 49Q: 3 clusters Score -1.393896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -13938963.000000 Penalty: 5786.369141
	Iteration 50Q: 3 clusters Score -1.393896e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -13938980.000000 Penalty: 5786.369141
	Iteration 51Q: 3 clusters Score -1.393898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -13938976.000000 Penalty: 5786.369141
	Iteration 52Q: 3 clusters Score -1.393898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -13938960.000000 Penalty: 5786.369141
	Iteration 53Q: 3 clusters Score -1.393896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -13938965.000000 Penalty: 5786.369141
	Iteration 54Q: 3 clusters Score -1.393896e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -13938979.000000 Penalty: 5786.369141
	Iteration 55Q: 3 clusters Score -1.393898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -13938983.000000 Penalty: 5786.369141
	Iteration 56Q: 3 clusters Score -1.393898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -13938984.000000 Penalty: 5786.369141
	Iteration 57Q: 3 clusters Score -1.393898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -13938968.000000 Penalty: 5786.369141
	Iteration 58Q: 3 clusters Score -1.393897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88871 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -13938981.000000 Penalty: 5786.369141
	Iteration 59Q: 3 clusters Score -1.393898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88883 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -13938976.000000 Penalty: 5786.369141
	Iteration 60F: 3 clusters Score -1.393898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -13938971.000000 Penalty: 5786.369141
	Iteration 61Q: 3 clusters Score -1.393897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -13938972.000000 Penalty: 5786.369141
	Iteration 62Q: 3 clusters Score -1.393897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -13938952.000000 Penalty: 5786.369141
	Iteration 63Q: 3 clusters Score -1.393895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -13938954.000000 Penalty: 5786.369141
	Iteration 64Q: 3 clusters Score -1.393895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -13938951.000000 Penalty: 5786.369141
	Iteration 65Q: 3 clusters Score -1.393895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -13938943.000000 Penalty: 5786.369141
	Iteration 66Q: 3 clusters Score -1.393894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -13938943.000000 Penalty: 5786.369141
	Iteration 67Q: 3 clusters Score -1.393894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -13938940.000000 Penalty: 5786.369141
	Iteration 68Q: 3 clusters Score -1.393894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -13938947.000000 Penalty: 5786.369141
	Iteration 69Q: 3 clusters Score -1.393895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -13938944.000000 Penalty: 5786.369141
	Iteration 70Q: 3 clusters Score -1.393894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -13938944.000000 Penalty: 5786.369141
	Iteration 71Q: 3 clusters Score -1.393894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -13938949.000000 Penalty: 5786.369141
	Iteration 72Q: 3 clusters Score -1.393895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -13938949.000000 Penalty: 5786.369141
	Iteration 73Q: 3 clusters Score -1.393895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -13938949.000000 Penalty: 5786.369141
	Iteration 74F: 3 clusters Score -1.393895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -479651.062500 Penalty: 2078.068848
	Iteration 0F: 2 clusters Score -479651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -475677.875000 Penalty: 4156.137695
	Iteration 0F: 3 clusters Score -475677.9 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -476711.031250 Penalty: 4156.137695
	Iteration 1F: 3 clusters Score -476711 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -477023.156250 Penalty: 4156.137695
	Iteration 2F: 3 clusters Score -477023.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -477347.281250 Penalty: 4156.137695
	Iteration 3F: 3 clusters Score -477347.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -477615.968750 Penalty: 4156.137695
	Iteration 4F: 3 clusters Score -477616 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -477811.000000 Penalty: 4156.137695
	Iteration 5F: 3 clusters Score -477811 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -477993.312500 Penalty: 4156.137695
	Iteration 6Q: 3 clusters Score -477993.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -478157.312500 Penalty: 4156.137695
	Iteration 7Q: 3 clusters Score -478157.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -478297.312500 Penalty: 4156.137695
	Iteration 8Q: 3 clusters Score -478297.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -478441.281250 Penalty: 4156.137695
	Iteration 9Q: 3 clusters Score -478441.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -478599.187500 Penalty: 4156.137695
	Iteration 10Q: 3 clusters Score -478599.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -478743.156250 Penalty: 4156.137695
	Iteration 11Q: 3 clusters Score -478743.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -478833.500000 Penalty: 4156.137695
	Iteration 12Q: 3 clusters Score -478833.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -478888.812500 Penalty: 4156.137695
	Iteration 13Q: 3 clusters Score -478888.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -478948.125000 Penalty: 4156.137695
	Iteration 14Q: 3 clusters Score -478948.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -479020.250000 Penalty: 4156.137695
	Iteration 15Q: 3 clusters Score -479020.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -479059.593750 Penalty: 4156.137695
	Iteration 16Q: 3 clusters Score -479059.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -479081.937500 Penalty: 4156.137695
	Iteration 17Q: 3 clusters Score -479081.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -479101.406250 Penalty: 4156.137695
	Iteration 18Q: 3 clusters Score -479101.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -479115.843750 Penalty: 4156.137695
	Iteration 19Q: 3 clusters Score -479115.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -479174.468750 Penalty: 4156.137695
	Iteration 20F: 3 clusters Score -479174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -479203.468750 Penalty: 4156.137695
	Iteration 21Q: 3 clusters Score -479203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -479221.156250 Penalty: 4156.137695
	Iteration 22Q: 3 clusters Score -479221.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -479230.687500 Penalty: 4156.137695
	Iteration 23Q: 3 clusters Score -479230.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -479236.250000 Penalty: 4156.137695
	Iteration 24Q: 3 clusters Score -479236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -479239.093750 Penalty: 4156.137695
	Iteration 25Q: 3 clusters Score -479239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -479242.468750 Penalty: 4156.137695
	Iteration 26Q: 3 clusters Score -479242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -479243.625000 Penalty: 4156.137695
	Iteration 27Q: 3 clusters Score -479243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -479244.593750 Penalty: 4156.137695
	Iteration 28Q: 3 clusters Score -479244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -479247.375000 Penalty: 4156.137695
	Iteration 29Q: 3 clusters Score -479247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -479247.312500 Penalty: 4156.137695
	Iteration 30Q: 3 clusters Score -479247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -479248.093750 Penalty: 4156.137695
	Iteration 31Q: 3 clusters Score -479248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -479247.312500 Penalty: 4156.137695
	Iteration 32Q: 3 clusters Score -479247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -479248.812500 Penalty: 4156.137695
	Iteration 33Q: 3 clusters Score -479248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -479248.812500 Penalty: 4156.137695
	Iteration 34F: 3 clusters Score -479248.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176359 members 
Entering Unmasked Estep 
Score: -21322246.000000 Penalty: 2995.908691
	Iteration 0F: 2 clusters Score -2.132225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -21213346.000000 Penalty: 5991.817383
	Iteration 0F: 3 clusters Score -2.121335e+07 nChanged 84523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -21262046.000000 Penalty: 5991.817383
	Iteration 1F: 3 clusters Score -2.126205e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -21262922.000000 Penalty: 5991.817383
	Iteration 2Q: 3 clusters Score -2.126292e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -21263810.000000 Penalty: 5991.817383
	Iteration 3Q: 3 clusters Score -2.126381e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -21265054.000000 Penalty: 5991.817383
	Iteration 4Q: 3 clusters Score -2.126505e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -21266572.000000 Penalty: 5991.817383
	Iteration 5Q: 3 clusters Score -2.126657e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -21269174.000000 Penalty: 5991.817383
	Iteration 6Q: 3 clusters Score -2.126917e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -21273176.000000 Penalty: 5991.817383
	Iteration 7Q: 3 clusters Score -2.127318e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124521 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -21281002.000000 Penalty: 5991.817383
	Iteration 8F: 3 clusters Score -2.1281e+07 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139227 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -21293148.000000 Penalty: 5991.817383
	Iteration 9F: 3 clusters Score -2.129315e+07 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -21305998.000000 Penalty: 5991.817383
	Iteration 10F: 3 clusters Score -2.1306e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -21313988.000000 Penalty: 5991.817383
	Iteration 11F: 3 clusters Score -2.131399e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -21317634.000000 Penalty: 5991.817383
	Iteration 12Q: 3 clusters Score -2.131763e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174662 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21318732.000000 Penalty: 5991.817383
	Iteration 13Q: 3 clusters Score -2.131873e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -21319294.000000 Penalty: 5991.817383
	Iteration 14Q: 3 clusters Score -2.131929e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21319456.000000 Penalty: 5991.817383
	Iteration 15Q: 3 clusters Score -2.131946e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175835 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21319528.000000 Penalty: 5991.817383
	Iteration 16Q: 3 clusters Score -2.131953e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175890 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21319580.000000 Penalty: 5991.817383
	Iteration 17Q: 3 clusters Score -2.131958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -21319604.000000 Penalty: 5991.817383
	Iteration 18Q: 3 clusters Score -2.13196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175935 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -21319674.000000 Penalty: 5991.817383
	Iteration 19Q: 3 clusters Score -2.131967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21319702.000000 Penalty: 5991.817383
	Iteration 20F: 3 clusters Score -2.13197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175954 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21319702.000000 Penalty: 5991.817383
	Iteration 21Q: 3 clusters Score -2.13197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175964 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21319730.000000 Penalty: 5991.817383
	Iteration 22Q: 3 clusters Score -2.131973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21319760.000000 Penalty: 5991.817383
	Iteration 23Q: 3 clusters Score -2.131976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21319770.000000 Penalty: 5991.817383
	Iteration 24Q: 3 clusters Score -2.131977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21319762.000000 Penalty: 5991.817383
	Iteration 25Q: 3 clusters Score -2.131976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21319768.000000 Penalty: 5991.817383
	Iteration 26Q: 3 clusters Score -2.131977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21319766.000000 Penalty: 5991.817383
	Iteration 27Q: 3 clusters Score -2.131977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175979 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21319758.000000 Penalty: 5991.817383
	Iteration 28Q: 3 clusters Score -2.131976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175979 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21319766.000000 Penalty: 5991.817383
	Iteration 29Q: 3 clusters Score -2.131977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175979 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21319766.000000 Penalty: 5991.817383
	Iteration 30F: 3 clusters Score -2.131977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Entering Unmasked Estep 
Score: -1532982.250000 Penalty: 2347.027344
	Iteration 0F: 2 clusters Score -1532982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1523610.375000 Penalty: 4694.054688
	Iteration 0F: 3 clusters Score -1523610 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1526481.500000 Penalty: 4694.054688
	Iteration 1F: 3 clusters Score -1526482 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1526845.375000 Penalty: 4694.054688
	Iteration 2F: 3 clusters Score -1526845 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1527112.625000 Penalty: 4694.054688
	Iteration 3F: 3 clusters Score -1527113 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1527312.125000 Penalty: 4694.054688
	Iteration 4Q: 3 clusters Score -1527312 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1527515.125000 Penalty: 4694.054688
	Iteration 5Q: 3 clusters Score -1527515 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1527733.500000 Penalty: 4694.054688
	Iteration 6Q: 3 clusters Score -1527734 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1528026.000000 Penalty: 4694.054688
	Iteration 7Q: 3 clusters Score -1528026 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1528400.875000 Penalty: 4694.054688
	Iteration 8Q: 3 clusters Score -1528401 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1528890.000000 Penalty: 4694.054688
	Iteration 9F: 3 clusters Score -1528890 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1529411.875000 Penalty: 4694.054688
	Iteration 10F: 3 clusters Score -1529412 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1529970.125000 Penalty: 4694.054688
	Iteration 11Q: 3 clusters Score -1529970 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1530409.500000 Penalty: 4694.054688
	Iteration 12Q: 3 clusters Score -1530410 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1530687.750000 Penalty: 4694.054688
	Iteration 13Q: 3 clusters Score -1530688 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1530895.000000 Penalty: 4694.054688
	Iteration 14Q: 3 clusters Score -1530895 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1531019.125000 Penalty: 4694.054688
	Iteration 15Q: 3 clusters Score -1531019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1531085.500000 Penalty: 4694.054688
	Iteration 16Q: 3 clusters Score -1531086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1531155.000000 Penalty: 4694.054688
	Iteration 17Q: 3 clusters Score -1531155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1531200.500000 Penalty: 4694.054688
	Iteration 18Q: 3 clusters Score -1531200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1531243.125000 Penalty: 4694.054688
	Iteration 19Q: 3 clusters Score -1531243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1531281.000000 Penalty: 4694.054688
	Iteration 20F: 3 clusters Score -1531281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1531314.375000 Penalty: 4694.054688
	Iteration 21Q: 3 clusters Score -1531314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1531353.125000 Penalty: 4694.054688
	Iteration 22Q: 3 clusters Score -1531353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1531389.375000 Penalty: 4694.054688
	Iteration 23Q: 3 clusters Score -1531389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1531419.000000 Penalty: 4694.054688
	Iteration 24Q: 3 clusters Score -1531419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1531460.625000 Penalty: 4694.054688
	Iteration 25Q: 3 clusters Score -1531461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1531488.750000 Penalty: 4694.054688
	Iteration 26Q: 3 clusters Score -1531489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1531508.875000 Penalty: 4694.054688
	Iteration 27Q: 3 clusters Score -1531509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1531520.625000 Penalty: 4694.054688
	Iteration 28Q: 3 clusters Score -1531521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1531535.625000 Penalty: 4694.054688
	Iteration 29Q: 3 clusters Score -1531536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1531544.625000 Penalty: 4694.054688
	Iteration 30Q: 3 clusters Score -1531545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1531553.125000 Penalty: 4694.054688
	Iteration 31Q: 3 clusters Score -1531553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1531555.000000 Penalty: 4694.054688
	Iteration 32Q: 3 clusters Score -1531555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1531558.125000 Penalty: 4694.054688
	Iteration 33Q: 3 clusters Score -1531558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1531563.000000 Penalty: 4694.054688
	Iteration 34Q: 3 clusters Score -1531563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1531565.250000 Penalty: 4694.054688
	Iteration 35Q: 3 clusters Score -1531565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1531567.750000 Penalty: 4694.054688
	Iteration 36Q: 3 clusters Score -1531568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1531567.625000 Penalty: 4694.054688
	Iteration 37Q: 3 clusters Score -1531568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1531568.625000 Penalty: 4694.054688
	Iteration 38Q: 3 clusters Score -1531569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1531577.750000 Penalty: 4694.054688
	Iteration 39F: 3 clusters Score -1531578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1531584.500000 Penalty: 4694.054688
	Iteration 40F: 3 clusters Score -1531584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1531588.125000 Penalty: 4694.054688
	Iteration 41Q: 3 clusters Score -1531588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1531589.875000 Penalty: 4694.054688
	Iteration 42Q: 3 clusters Score -1531590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1531596.625000 Penalty: 4694.054688
	Iteration 43Q: 3 clusters Score -1531597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1531598.625000 Penalty: 4694.054688
	Iteration 44Q: 3 clusters Score -1531599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1531604.375000 Penalty: 4694.054688
	Iteration 45Q: 3 clusters Score -1531604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1531611.250000 Penalty: 4694.054688
	Iteration 46Q: 3 clusters Score -1531611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1531616.125000 Penalty: 4694.054688
	Iteration 47Q: 3 clusters Score -1531616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1531618.875000 Penalty: 4694.054688
	Iteration 48Q: 3 clusters Score -1531619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1531623.125000 Penalty: 4694.054688
	Iteration 49Q: 3 clusters Score -1531623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1531626.125000 Penalty: 4694.054688
	Iteration 50Q: 3 clusters Score -1531626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1531629.250000 Penalty: 4694.054688
	Iteration 51Q: 3 clusters Score -1531629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1531629.500000 Penalty: 4694.054688
	Iteration 52Q: 3 clusters Score -1531630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1531629.500000 Penalty: 4694.054688
	Iteration 53F: 3 clusters Score -1531630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Entering Unmasked Estep 
Score: -2774771.500000 Penalty: 2510.410645
	Iteration 0F: 2 clusters Score -2774772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2757499.750000 Penalty: 5020.821289
	Iteration 0F: 3 clusters Score -2757500 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2763973.750000 Penalty: 5020.821289
	Iteration 1F: 3 clusters Score -2763974 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2764790.750000 Penalty: 5020.821289
	Iteration 2F: 3 clusters Score -2764791 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2765579.750000 Penalty: 5020.821289
	Iteration 3F: 3 clusters Score -2765580 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2766379.000000 Penalty: 5020.821289
	Iteration 4F: 3 clusters Score -2766379 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2767220.500000 Penalty: 5020.821289
	Iteration 5F: 3 clusters Score -2767220 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2768034.750000 Penalty: 5020.821289
	Iteration 6F: 3 clusters Score -2768035 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2768797.500000 Penalty: 5020.821289
	Iteration 7F: 3 clusters Score -2768798 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2769502.500000 Penalty: 5020.821289
	Iteration 8Q: 3 clusters Score -2769502 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2770100.750000 Penalty: 5020.821289
	Iteration 9Q: 3 clusters Score -2770101 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2770572.000000 Penalty: 5020.821289
	Iteration 10Q: 3 clusters Score -2770572 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2770923.250000 Penalty: 5020.821289
	Iteration 11Q: 3 clusters Score -2770923 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2771160.750000 Penalty: 5020.821289
	Iteration 12Q: 3 clusters Score -2771161 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2771328.500000 Penalty: 5020.821289
	Iteration 13Q: 3 clusters Score -2771328 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2771442.750000 Penalty: 5020.821289
	Iteration 14Q: 3 clusters Score -2771443 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2771529.250000 Penalty: 5020.821289
	Iteration 15Q: 3 clusters Score -2771529 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2771610.000000 Penalty: 5020.821289
	Iteration 16Q: 3 clusters Score -2771610 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2771688.500000 Penalty: 5020.821289
	Iteration 17Q: 3 clusters Score -2771688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2771751.250000 Penalty: 5020.821289
	Iteration 18Q: 3 clusters Score -2771751 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2771807.750000 Penalty: 5020.821289
	Iteration 19Q: 3 clusters Score -2771808 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2771877.750000 Penalty: 5020.821289
	Iteration 20F: 3 clusters Score -2771878 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2771954.750000 Penalty: 5020.821289
	Iteration 21Q: 3 clusters Score -2771955 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2772006.500000 Penalty: 5020.821289
	Iteration 22Q: 3 clusters Score -2772006 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2772060.250000 Penalty: 5020.821289
	Iteration 23Q: 3 clusters Score -2772060 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2772116.750000 Penalty: 5020.821289
	Iteration 24Q: 3 clusters Score -2772117 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2772163.500000 Penalty: 5020.821289
	Iteration 25Q: 3 clusters Score -2772164 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2772220.000000 Penalty: 5020.821289
	Iteration 26Q: 3 clusters Score -2772220 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2772270.250000 Penalty: 5020.821289
	Iteration 27Q: 3 clusters Score -2772270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2772321.500000 Penalty: 5020.821289
	Iteration 28Q: 3 clusters Score -2772322 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2772380.000000 Penalty: 5020.821289
	Iteration 29Q: 3 clusters Score -2772380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2772429.500000 Penalty: 5020.821289
	Iteration 30Q: 3 clusters Score -2772430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2772481.500000 Penalty: 5020.821289
	Iteration 31Q: 3 clusters Score -2772482 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2772559.750000 Penalty: 5020.821289
	Iteration 32Q: 3 clusters Score -2772560 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2772603.250000 Penalty: 5020.821289
	Iteration 33Q: 3 clusters Score -2772603 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2772658.000000 Penalty: 5020.821289
	Iteration 34Q: 3 clusters Score -2772658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2772720.250000 Penalty: 5020.821289
	Iteration 35Q: 3 clusters Score -2772720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2772762.000000 Penalty: 5020.821289
	Iteration 36Q: 3 clusters Score -2772762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2772806.750000 Penalty: 5020.821289
	Iteration 37Q: 3 clusters Score -2772807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2772854.250000 Penalty: 5020.821289
	Iteration 38Q: 3 clusters Score -2772854 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2772900.000000 Penalty: 5020.821289
	Iteration 39Q: 3 clusters Score -2772900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2772930.250000 Penalty: 5020.821289
	Iteration 40F: 3 clusters Score -2772930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2772943.500000 Penalty: 5020.821289
	Iteration 41Q: 3 clusters Score -2772944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2772966.500000 Penalty: 5020.821289
	Iteration 42Q: 3 clusters Score -2772966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2772999.250000 Penalty: 5020.821289
	Iteration 43Q: 3 clusters Score -2772999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2773017.500000 Penalty: 5020.821289
	Iteration 44Q: 3 clusters Score -2773018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2773048.500000 Penalty: 5020.821289
	Iteration 45Q: 3 clusters Score -2773048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2773066.250000 Penalty: 5020.821289
	Iteration 46Q: 3 clusters Score -2773066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2773080.500000 Penalty: 5020.821289
	Iteration 47Q: 3 clusters Score -2773080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2773107.750000 Penalty: 5020.821289
	Iteration 48Q: 3 clusters Score -2773108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2773123.750000 Penalty: 5020.821289
	Iteration 49Q: 3 clusters Score -2773124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2773143.750000 Penalty: 5020.821289
	Iteration 50Q: 3 clusters Score -2773144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2773142.750000 Penalty: 5020.821289
	Iteration 51Q: 3 clusters Score -2773143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2773148.750000 Penalty: 5020.821289
	Iteration 52Q: 3 clusters Score -2773149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2773150.250000 Penalty: 5020.821289
	Iteration 53Q: 3 clusters Score -2773150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2773151.500000 Penalty: 5020.821289
	Iteration 54Q: 3 clusters Score -2773152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2773153.500000 Penalty: 5020.821289
	Iteration 55Q: 3 clusters Score -2773154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2773157.750000 Penalty: 5020.821289
	Iteration 56Q: 3 clusters Score -2773158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2773168.500000 Penalty: 5020.821289
	Iteration 57Q: 3 clusters Score -2773168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2773163.000000 Penalty: 5020.821289
	Iteration 58Q: 3 clusters Score -2773163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2773161.250000 Penalty: 5020.821289
	Iteration 59Q: 3 clusters Score -2773161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2773164.500000 Penalty: 5020.821289
	Iteration 60F: 3 clusters Score -2773164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2773166.500000 Penalty: 5020.821289
	Iteration 61Q: 3 clusters Score -2773166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2773168.500000 Penalty: 5020.821289
	Iteration 62Q: 3 clusters Score -2773168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2773166.750000 Penalty: 5020.821289
	Iteration 63Q: 3 clusters Score -2773167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2773168.250000 Penalty: 5020.821289
	Iteration 64Q: 3 clusters Score -2773168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2773170.250000 Penalty: 5020.821289
	Iteration 65Q: 3 clusters Score -2773170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2773166.750000 Penalty: 5020.821289
	Iteration 66Q: 3 clusters Score -2773167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2773169.500000 Penalty: 5020.821289
	Iteration 67Q: 3 clusters Score -2773170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2773174.250000 Penalty: 5020.821289
	Iteration 68Q: 3 clusters Score -2773174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2773176.000000 Penalty: 5020.821289
	Iteration 69Q: 3 clusters Score -2773176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2773178.750000 Penalty: 5020.821289
	Iteration 70Q: 3 clusters Score -2773179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2773182.500000 Penalty: 5020.821289
	Iteration 71Q: 3 clusters Score -2773182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2773185.250000 Penalty: 5020.821289
	Iteration 72Q: 3 clusters Score -2773185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2773181.500000 Penalty: 5020.821289
	Iteration 73Q: 3 clusters Score -2773182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2773185.250000 Penalty: 5020.821289
	Iteration 74Q: 3 clusters Score -2773185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2773184.750000 Penalty: 5020.821289
	Iteration 75Q: 3 clusters Score -2773185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2773190.750000 Penalty: 5020.821289
	Iteration 76Q: 3 clusters Score -2773191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2773190.750000 Penalty: 5020.821289
	Iteration 77F: 3 clusters Score -2773191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Entering Unmasked Estep 
Score: -2512033.000000 Penalty: 2477.823486
	Iteration 0F: 2 clusters Score -2512033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2496709.000000 Penalty: 4955.646973
	Iteration 0F: 3 clusters Score -2496709 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2502118.250000 Penalty: 4955.646973
	Iteration 1F: 3 clusters Score -2502118 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2502920.750000 Penalty: 4955.646973
	Iteration 2F: 3 clusters Score -2502921 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2503898.000000 Penalty: 4955.646973
	Iteration 3F: 3 clusters Score -2503898 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2505406.000000 Penalty: 4955.646973
	Iteration 4F: 3 clusters Score -2505406 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2507484.500000 Penalty: 4955.646973
	Iteration 5F: 3 clusters Score -2507484 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2509641.000000 Penalty: 4955.646973
	Iteration 6F: 3 clusters Score -2509641 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2511278.250000 Penalty: 4955.646973
	Iteration 7F: 3 clusters Score -2511278 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2512348.500000 Penalty: 4955.646973
	Iteration 8F: 3 clusters Score -2512348 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2513028.250000 Penalty: 4955.646973
	Iteration 9Q: 3 clusters Score -2513028 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2513557.500000 Penalty: 4955.646973
	Iteration 10Q: 3 clusters Score -2513558 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2514022.750000 Penalty: 4955.646973
	Iteration 11Q: 3 clusters Score -2514023 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2514489.750000 Penalty: 4955.646973
	Iteration 12Q: 3 clusters Score -2514490 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2514933.750000 Penalty: 4955.646973
	Iteration 13Q: 3 clusters Score -2514934 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2515267.750000 Penalty: 4955.646973
	Iteration 14Q: 3 clusters Score -2515268 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2515412.500000 Penalty: 4955.646973
	Iteration 15Q: 3 clusters Score -2515412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2515471.250000 Penalty: 4955.646973
	Iteration 16Q: 3 clusters Score -2515471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2515501.500000 Penalty: 4955.646973
	Iteration 17Q: 3 clusters Score -2515502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2515519.750000 Penalty: 4955.646973
	Iteration 18Q: 3 clusters Score -2515520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2515542.250000 Penalty: 4955.646973
	Iteration 19Q: 3 clusters Score -2515542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2515550.750000 Penalty: 4955.646973
	Iteration 20F: 3 clusters Score -2515551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2515563.000000 Penalty: 4955.646973
	Iteration 21Q: 3 clusters Score -2515563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2515568.750000 Penalty: 4955.646973
	Iteration 22Q: 3 clusters Score -2515569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2515574.750000 Penalty: 4955.646973
	Iteration 23Q: 3 clusters Score -2515575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2515572.250000 Penalty: 4955.646973
	Iteration 24Q: 3 clusters Score -2515572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2515572.500000 Penalty: 4955.646973
	Iteration 25Q: 3 clusters Score -2515572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2515577.250000 Penalty: 4955.646973
	Iteration 26Q: 3 clusters Score -2515577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2515578.250000 Penalty: 4955.646973
	Iteration 27Q: 3 clusters Score -2515578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2515583.250000 Penalty: 4955.646973
	Iteration 28Q: 3 clusters Score -2515583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2515580.750000 Penalty: 4955.646973
	Iteration 29Q: 3 clusters Score -2515581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2515578.750000 Penalty: 4955.646973
	Iteration 30Q: 3 clusters Score -2515579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2515579.750000 Penalty: 4955.646973
	Iteration 31Q: 3 clusters Score -2515580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2515580.000000 Penalty: 4955.646973
	Iteration 32Q: 3 clusters Score -2515580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2515580.000000 Penalty: 4955.646973
	Iteration 33Q: 3 clusters Score -2515580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2515578.250000 Penalty: 4955.646973
	Iteration 34Q: 3 clusters Score -2515578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2515580.000000 Penalty: 4955.646973
	Iteration 35Q: 3 clusters Score -2515580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2515580.000000 Penalty: 4955.646973
	Iteration 36F: 3 clusters Score -2515580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 28676 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Mstep: Class 30 contains 30745 members 
Mstep: Class 31 contains 17564 members 
Mstep: Class 32 contains 17252 members 
Entering Unmasked Estep 
Score: -205552672.000000 Penalty: 114238.593750
Splitting cluster 14 changes total score from -205545440.000000 to -205552672.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (171827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Entering Unmasked Estep 
Score: -20599834.000000 Penalty: 2989.452393
	Iteration 0F: 2 clusters Score -2.059983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -20486170.000000 Penalty: 5978.904785
	Iteration 0F: 3 clusters Score -2.048617e+07 nChanged 82745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -20534084.000000 Penalty: 5978.904785
	Iteration 1F: 3 clusters Score -2.053408e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -20535062.000000 Penalty: 5978.904785
	Iteration 2Q: 3 clusters Score -2.053506e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -20536166.000000 Penalty: 5978.904785
	Iteration 3Q: 3 clusters Score -2.053617e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -20537460.000000 Penalty: 5978.904785
	Iteration 4Q: 3 clusters Score -2.053746e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -20539222.000000 Penalty: 5978.904785
	Iteration 5Q: 3 clusters Score -2.053922e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -20541088.000000 Penalty: 5978.904785
	Iteration 6Q: 3 clusters Score -2.054109e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -20544132.000000 Penalty: 5978.904785
	Iteration 7Q: 3 clusters Score -2.054413e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 105378 members 
Entering Unmasked Estep 
Score: -20548358.000000 Penalty: 5978.904785
	Iteration 8F: 3 clusters Score -2.054836e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -20554552.000000 Penalty: 5978.904785
	Iteration 9F: 3 clusters Score -2.055455e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -20562198.000000 Penalty: 5978.904785
	Iteration 10F: 3 clusters Score -2.05622e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 131200 members 
Entering Unmasked Estep 
Score: -20571142.000000 Penalty: 5978.904785
	Iteration 11F: 3 clusters Score -2.057114e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 138839 members 
Entering Unmasked Estep 
Score: -20579154.000000 Penalty: 5978.904785
	Iteration 12F: 3 clusters Score -2.057915e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -20584802.000000 Penalty: 5978.904785
	Iteration 13Q: 3 clusters Score -2.05848e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -20588420.000000 Penalty: 5978.904785
	Iteration 14Q: 3 clusters Score -2.058842e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 150984 members 
Entering Unmasked Estep 
Score: -20590866.000000 Penalty: 5978.904785
	Iteration 15Q: 3 clusters Score -2.059087e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 153429 members 
Entering Unmasked Estep 
Score: -20592594.000000 Penalty: 5978.904785
	Iteration 16Q: 3 clusters Score -2.059259e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 155408 members 
Entering Unmasked Estep 
Score: -20593904.000000 Penalty: 5978.904785
	Iteration 17Q: 3 clusters Score -2.05939e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -20594780.000000 Penalty: 5978.904785
	Iteration 18Q: 3 clusters Score -2.059478e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -20595420.000000 Penalty: 5978.904785
	Iteration 19Q: 3 clusters Score -2.059542e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -20595860.000000 Penalty: 5978.904785
	Iteration 20F: 3 clusters Score -2.059586e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -20596392.000000 Penalty: 5978.904785
	Iteration 21Q: 3 clusters Score -2.059639e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -20596724.000000 Penalty: 5978.904785
	Iteration 22Q: 3 clusters Score -2.059672e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -20596938.000000 Penalty: 5978.904785
	Iteration 23Q: 3 clusters Score -2.059694e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -20597196.000000 Penalty: 5978.904785
	Iteration 24Q: 3 clusters Score -2.05972e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 163264 members 
Entering Unmasked Estep 
Score: -20597528.000000 Penalty: 5978.904785
	Iteration 25Q: 3 clusters Score -2.059753e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 163794 members 
Entering Unmasked Estep 
Score: -20597666.000000 Penalty: 5978.904785
	Iteration 26Q: 3 clusters Score -2.059767e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 164246 members 
Entering Unmasked Estep 
Score: -20597754.000000 Penalty: 5978.904785
	Iteration 27Q: 3 clusters Score -2.059775e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 164636 members 
Entering Unmasked Estep 
Score: -20597810.000000 Penalty: 5978.904785
	Iteration 28Q: 3 clusters Score -2.059781e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -20597894.000000 Penalty: 5978.904785
	Iteration 29Q: 3 clusters Score -2.059789e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -20597980.000000 Penalty: 5978.904785
	Iteration 30Q: 3 clusters Score -2.059798e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -20597982.000000 Penalty: 5978.904785
	Iteration 31Q: 3 clusters Score -2.059798e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -20598046.000000 Penalty: 5978.904785
	Iteration 32Q: 3 clusters Score -2.059805e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -20598090.000000 Penalty: 5978.904785
	Iteration 33Q: 3 clusters Score -2.059809e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 166026 members 
Entering Unmasked Estep 
Score: -20598102.000000 Penalty: 5978.904785
	Iteration 34Q: 3 clusters Score -2.05981e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 166179 members 
Entering Unmasked Estep 
Score: -20598130.000000 Penalty: 5978.904785
	Iteration 35Q: 3 clusters Score -2.059813e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 166303 members 
Entering Unmasked Estep 
Score: -20598124.000000 Penalty: 5978.904785
	Iteration 36Q: 3 clusters Score -2.059812e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -20598130.000000 Penalty: 5978.904785
	Iteration 37Q: 3 clusters Score -2.059813e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 166517 members 
Entering Unmasked Estep 
Score: -20598122.000000 Penalty: 5978.904785
	Iteration 38Q: 3 clusters Score -2.059812e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -20598100.000000 Penalty: 5978.904785
	Iteration 39Q: 3 clusters Score -2.05981e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 166735 members 
Entering Unmasked Estep 
Score: -20598142.000000 Penalty: 5978.904785
	Iteration 40F: 3 clusters Score -2.059814e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -20598138.000000 Penalty: 5978.904785
	Iteration 41Q: 3 clusters Score -2.059814e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -20598190.000000 Penalty: 5978.904785
	Iteration 42Q: 3 clusters Score -2.059819e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 167039 members 
Entering Unmasked Estep 
Score: -20598188.000000 Penalty: 5978.904785
	Iteration 43Q: 3 clusters Score -2.059819e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -20598202.000000 Penalty: 5978.904785
	Iteration 44Q: 3 clusters Score -2.05982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 167187 members 
Entering Unmasked Estep 
Score: -20598204.000000 Penalty: 5978.904785
	Iteration 45Q: 3 clusters Score -2.05982e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -20598208.000000 Penalty: 5978.904785
	Iteration 46Q: 3 clusters Score -2.059821e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 167304 members 
Entering Unmasked Estep 
Score: -20598214.000000 Penalty: 5978.904785
	Iteration 47Q: 3 clusters Score -2.059821e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 167366 members 
Entering Unmasked Estep 
Score: -20598232.000000 Penalty: 5978.904785
	Iteration 48Q: 3 clusters Score -2.059823e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -20598252.000000 Penalty: 5978.904785
	Iteration 49Q: 3 clusters Score -2.059825e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -20598258.000000 Penalty: 5978.904785
	Iteration 50Q: 3 clusters Score -2.059826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 167513 members 
Entering Unmasked Estep 
Score: -20598260.000000 Penalty: 5978.904785
	Iteration 51Q: 3 clusters Score -2.059826e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -20598282.000000 Penalty: 5978.904785
	Iteration 52Q: 3 clusters Score -2.059828e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 167587 members 
Entering Unmasked Estep 
Score: -20598260.000000 Penalty: 5978.904785
	Iteration 53Q: 3 clusters Score -2.059826e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -20598246.000000 Penalty: 5978.904785
	Iteration 54Q: 3 clusters Score -2.059825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -20598264.000000 Penalty: 5978.904785
	Iteration 55Q: 3 clusters Score -2.059826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 167680 members 
Entering Unmasked Estep 
Score: -20598270.000000 Penalty: 5978.904785
	Iteration 56Q: 3 clusters Score -2.059827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 167704 members 
Entering Unmasked Estep 
Score: -20598266.000000 Penalty: 5978.904785
	Iteration 57Q: 3 clusters Score -2.059827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -20598266.000000 Penalty: 5978.904785
	Iteration 58Q: 3 clusters Score -2.059827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 167756 members 
Entering Unmasked Estep 
Score: -20598280.000000 Penalty: 5978.904785
	Iteration 59Q: 3 clusters Score -2.059828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -20598280.000000 Penalty: 5978.904785
	Iteration 60F: 3 clusters Score -2.059828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -20598294.000000 Penalty: 5978.904785
	Iteration 61Q: 3 clusters Score -2.059829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 167812 members 
Entering Unmasked Estep 
Score: -20598286.000000 Penalty: 5978.904785
	Iteration 62Q: 3 clusters Score -2.059829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 167832 members 
Entering Unmasked Estep 
Score: -20598276.000000 Penalty: 5978.904785
	Iteration 63Q: 3 clusters Score -2.059828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 167849 members 
Entering Unmasked Estep 
Score: -20598278.000000 Penalty: 5978.904785
	Iteration 64Q: 3 clusters Score -2.059828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 167864 members 
Entering Unmasked Estep 
Score: -20598286.000000 Penalty: 5978.904785
	Iteration 65Q: 3 clusters Score -2.059829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 167876 members 
Entering Unmasked Estep 
Score: -20598288.000000 Penalty: 5978.904785
	Iteration 66Q: 3 clusters Score -2.059829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -20598286.000000 Penalty: 5978.904785
	Iteration 67Q: 3 clusters Score -2.059829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 167904 members 
Entering Unmasked Estep 
Score: -20598310.000000 Penalty: 5978.904785
	Iteration 68Q: 3 clusters Score -2.059831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 167920 members 
Entering Unmasked Estep 
Score: -20598316.000000 Penalty: 5978.904785
	Iteration 69Q: 3 clusters Score -2.059832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 167932 members 
Entering Unmasked Estep 
Score: -20598312.000000 Penalty: 5978.904785
	Iteration 70Q: 3 clusters Score -2.059831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 167951 members 
Entering Unmasked Estep 
Score: -20598314.000000 Penalty: 5978.904785
	Iteration 71Q: 3 clusters Score -2.059831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 167971 members 
Entering Unmasked Estep 
Score: -20598314.000000 Penalty: 5978.904785
	Iteration 72Q: 3 clusters Score -2.059831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 167989 members 
Entering Unmasked Estep 
Score: -20598322.000000 Penalty: 5978.904785
	Iteration 73Q: 3 clusters Score -2.059832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 168004 members 
Entering Unmasked Estep 
Score: -20598306.000000 Penalty: 5978.904785
	Iteration 74Q: 3 clusters Score -2.059831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 168017 members 
Entering Unmasked Estep 
Score: -20598286.000000 Penalty: 5978.904785
	Iteration 75Q: 3 clusters Score -2.059829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 168026 members 
Entering Unmasked Estep 
Score: -20598296.000000 Penalty: 5978.904785
	Iteration 76Q: 3 clusters Score -2.05983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -20598306.000000 Penalty: 5978.904785
	Iteration 77Q: 3 clusters Score -2.059831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 168042 members 
Entering Unmasked Estep 
Score: -20598316.000000 Penalty: 5978.904785
	Iteration 78Q: 3 clusters Score -2.059832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -20598316.000000 Penalty: 5978.904785
	Iteration 79Q: 3 clusters Score -2.059832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -20598326.000000 Penalty: 5978.904785
	Iteration 80F: 3 clusters Score -2.059833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 168064 members 
Entering Unmasked Estep 
Score: -20598316.000000 Penalty: 5978.904785
	Iteration 81Q: 3 clusters Score -2.059832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -20598320.000000 Penalty: 5978.904785
	Iteration 82Q: 3 clusters Score -2.059832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 168071 members 
Entering Unmasked Estep 
Score: -20598328.000000 Penalty: 5978.904785
	Iteration 83Q: 3 clusters Score -2.059833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 168074 members 
Entering Unmasked Estep 
Score: -20598306.000000 Penalty: 5978.904785
	Iteration 84Q: 3 clusters Score -2.059831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 168076 members 
Entering Unmasked Estep 
Score: -20598308.000000 Penalty: 5978.904785
	Iteration 85Q: 3 clusters Score -2.059831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 168078 members 
Entering Unmasked Estep 
Score: -20598320.000000 Penalty: 5978.904785
	Iteration 86Q: 3 clusters Score -2.059832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 168079 members 
Entering Unmasked Estep 
Score: -20598320.000000 Penalty: 5978.904785
	Iteration 87Q: 3 clusters Score -2.059832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -20598322.000000 Penalty: 5978.904785
	Iteration 88Q: 3 clusters Score -2.059832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 168084 members 
Entering Unmasked Estep 
Score: -20598318.000000 Penalty: 5978.904785
	Iteration 89Q: 3 clusters Score -2.059832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -20598310.000000 Penalty: 5978.904785
	Iteration 90Q: 3 clusters Score -2.059831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 168090 members 
Entering Unmasked Estep 
Score: -20598308.000000 Penalty: 5978.904785
	Iteration 91Q: 3 clusters Score -2.059831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 168092 members 
Entering Unmasked Estep 
Score: -20598308.000000 Penalty: 5978.904785
	Iteration 92Q: 3 clusters Score -2.059831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -20598308.000000 Penalty: 5978.904785
	Iteration 93Q: 3 clusters Score -2.059831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -20598318.000000 Penalty: 5978.904785
	Iteration 94Q: 3 clusters Score -2.059832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -20598314.000000 Penalty: 5978.904785
	Iteration 95Q: 3 clusters Score -2.059831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 168097 members 
Entering Unmasked Estep 
Score: -20598322.000000 Penalty: 5978.904785
	Iteration 96Q: 3 clusters Score -2.059832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 168098 members 
Entering Unmasked Estep 
Score: -20598324.000000 Penalty: 5978.904785
	Iteration 97Q: 3 clusters Score -2.059832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -20598318.000000 Penalty: 5978.904785
	Iteration 98Q: 3 clusters Score -2.059832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 168104 members 
Entering Unmasked Estep 
Score: -20598318.000000 Penalty: 5978.904785
	Iteration 99Q: 3 clusters Score -2.059832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -20598320.000000 Penalty: 5978.904785
	Iteration 100F: 3 clusters Score -2.059832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -20598322.000000 Penalty: 5978.904785
	Iteration 101Q: 3 clusters Score -2.059832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -20598322.000000 Penalty: 5978.904785
	Iteration 102Q: 3 clusters Score -2.059832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 168113 members 
Entering Unmasked Estep 
Score: -20598320.000000 Penalty: 5978.904785
	Iteration 103Q: 3 clusters Score -2.059832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 168116 members 
Entering Unmasked Estep 
Score: -20598334.000000 Penalty: 5978.904785
	Iteration 104Q: 3 clusters Score -2.059833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -20598334.000000 Penalty: 5978.904785
	Iteration 105Q: 3 clusters Score -2.059833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -20598326.000000 Penalty: 5978.904785
	Iteration 106Q: 3 clusters Score -2.059833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 168121 members 
Entering Unmasked Estep 
Score: -20598326.000000 Penalty: 5978.904785
	Iteration 107Q: 3 clusters Score -2.059833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 168121 members 
Entering Unmasked Estep 
Score: -20598326.000000 Penalty: 5978.904785
	Iteration 108F: 3 clusters Score -2.059833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -74433.671875 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -74433.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72772.390625 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -72772.39 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73231.695312 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -73231.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73641.921875 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -73641.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74045.156250 Penalty: 3278.905029
	Iteration 3F: 3 clusters Score -74045.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74437.867188 Penalty: 3278.905029
	Iteration 4F: 3 clusters Score -74437.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74962.500000 Penalty: 3278.905029
	Iteration 5F: 3 clusters Score -74962.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75231.039062 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -75231.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75353.625000 Penalty: 3278.905029
	Iteration 7Q: 3 clusters Score -75353.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75401.968750 Penalty: 3278.905029
	Iteration 8Q: 3 clusters Score -75401.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75511.265625 Penalty: 3278.905029
	Iteration 9Q: 3 clusters Score -75511.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75511.265625 Penalty: 3278.905029
	Iteration 10F: 3 clusters Score -75511.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 28676 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Mstep: Class 30 contains 30745 members 
Mstep: Class 31 contains 17564 members 
Mstep: Class 32 contains 17252 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
Score: -205551984.000000 Penalty: 117808.554688
Splitting cluster 16 changes total score from -205545440.000000 to -205551984.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (111674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Entering Unmasked Estep 
Score: -13256745.000000 Penalty: 2882.588135
	Iteration 0F: 2 clusters Score -1.325674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -13182085.000000 Penalty: 5765.176270
	Iteration 0F: 3 clusters Score -1.318208e+07 nChanged 52965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -13212524.000000 Penalty: 5765.176270
	Iteration 1F: 3 clusters Score -1.321252e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -13213571.000000 Penalty: 5765.176270
	Iteration 2Q: 3 clusters Score -1.321357e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -13215146.000000 Penalty: 5765.176270
	Iteration 3Q: 3 clusters Score -1.321515e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -13217186.000000 Penalty: 5765.176270
	Iteration 4Q: 3 clusters Score -1.321719e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -13220393.000000 Penalty: 5765.176270
	Iteration 5F: 3 clusters Score -1.322039e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -13225118.000000 Penalty: 5765.176270
	Iteration 6F: 3 clusters Score -1.322512e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -13231489.000000 Penalty: 5765.176270
	Iteration 7F: 3 clusters Score -1.323149e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -13238729.000000 Penalty: 5765.176270
	Iteration 8F: 3 clusters Score -1.323873e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -13245427.000000 Penalty: 5765.176270
	Iteration 9F: 3 clusters Score -1.324543e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -13250061.000000 Penalty: 5765.176270
	Iteration 10Q: 3 clusters Score -1.325006e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13252452.000000 Penalty: 5765.176270
	Iteration 11Q: 3 clusters Score -1.325245e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110814 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13253444.000000 Penalty: 5765.176270
	Iteration 12Q: 3 clusters Score -1.325344e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13253866.000000 Penalty: 5765.176270
	Iteration 13Q: 3 clusters Score -1.325387e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13254024.000000 Penalty: 5765.176270
	Iteration 14Q: 3 clusters Score -1.325402e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13254103.000000 Penalty: 5765.176270
	Iteration 15Q: 3 clusters Score -1.32541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13254138.000000 Penalty: 5765.176270
	Iteration 16Q: 3 clusters Score -1.325414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111309 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13254162.000000 Penalty: 5765.176270
	Iteration 17Q: 3 clusters Score -1.325416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -13254166.000000 Penalty: 5765.176270
	Iteration 18Q: 3 clusters Score -1.325417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13254201.000000 Penalty: 5765.176270
	Iteration 19Q: 3 clusters Score -1.32542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13254215.000000 Penalty: 5765.176270
	Iteration 20F: 3 clusters Score -1.325422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111337 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13254231.000000 Penalty: 5765.176270
	Iteration 21Q: 3 clusters Score -1.325423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13254241.000000 Penalty: 5765.176270
	Iteration 22Q: 3 clusters Score -1.325424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13254241.000000 Penalty: 5765.176270
	Iteration 23Q: 3 clusters Score -1.325424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13254242.000000 Penalty: 5765.176270
	Iteration 24Q: 3 clusters Score -1.325424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13254238.000000 Penalty: 5765.176270
	Iteration 25Q: 3 clusters Score -1.325424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111337 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13254231.000000 Penalty: 5765.176270
	Iteration 26Q: 3 clusters Score -1.325423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13254232.000000 Penalty: 5765.176270
	Iteration 27Q: 3 clusters Score -1.325423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13254237.000000 Penalty: 5765.176270
	Iteration 28Q: 3 clusters Score -1.325424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13254237.000000 Penalty: 5765.176270
	Iteration 29F: 3 clusters Score -1.325424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Entering Unmasked Estep 
Score: -3276948.750000 Penalty: 2545.426270
	Iteration 0F: 2 clusters Score -3276949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3257489.250000 Penalty: 5090.852539
	Iteration 0F: 3 clusters Score -3257489 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3264631.250000 Penalty: 5090.852539
	Iteration 1F: 3 clusters Score -3264631 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3265732.500000 Penalty: 5090.852539
	Iteration 2F: 3 clusters Score -3265732 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3267590.750000 Penalty: 5090.852539
	Iteration 3F: 3 clusters Score -3267591 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3270394.500000 Penalty: 5090.852539
	Iteration 4F: 3 clusters Score -3270394 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3273550.500000 Penalty: 5090.852539
	Iteration 5F: 3 clusters Score -3273550 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3275804.500000 Penalty: 5090.852539
	Iteration 6F: 3 clusters Score -3275804 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3276959.000000 Penalty: 5090.852539
	Iteration 7F: 3 clusters Score -3276959 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3277450.000000 Penalty: 5090.852539
	Iteration 8Q: 3 clusters Score -3277450 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3277742.250000 Penalty: 5090.852539
	Iteration 9Q: 3 clusters Score -3277742 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3277919.750000 Penalty: 5090.852539
	Iteration 10Q: 3 clusters Score -3277920 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3278027.250000 Penalty: 5090.852539
	Iteration 11Q: 3 clusters Score -3278027 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3278105.250000 Penalty: 5090.852539
	Iteration 12Q: 3 clusters Score -3278105 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3278189.500000 Penalty: 5090.852539
	Iteration 13Q: 3 clusters Score -3278190 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3278242.500000 Penalty: 5090.852539
	Iteration 14Q: 3 clusters Score -3278242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3278283.500000 Penalty: 5090.852539
	Iteration 15Q: 3 clusters Score -3278284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3278310.750000 Penalty: 5090.852539
	Iteration 16Q: 3 clusters Score -3278311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3278340.000000 Penalty: 5090.852539
	Iteration 17Q: 3 clusters Score -3278340 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3278360.500000 Penalty: 5090.852539
	Iteration 18Q: 3 clusters Score -3278360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3278381.000000 Penalty: 5090.852539
	Iteration 19Q: 3 clusters Score -3278381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3278407.250000 Penalty: 5090.852539
	Iteration 20F: 3 clusters Score -3278407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3278410.000000 Penalty: 5090.852539
	Iteration 21Q: 3 clusters Score -3278410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3278418.250000 Penalty: 5090.852539
	Iteration 22Q: 3 clusters Score -3278418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3278430.250000 Penalty: 5090.852539
	Iteration 23Q: 3 clusters Score -3278430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3278433.000000 Penalty: 5090.852539
	Iteration 24Q: 3 clusters Score -3278433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3278442.250000 Penalty: 5090.852539
	Iteration 25Q: 3 clusters Score -3278442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3278438.250000 Penalty: 5090.852539
	Iteration 26Q: 3 clusters Score -3278438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3278437.500000 Penalty: 5090.852539
	Iteration 27Q: 3 clusters Score -3278438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3278441.750000 Penalty: 5090.852539
	Iteration 28Q: 3 clusters Score -3278442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3278456.000000 Penalty: 5090.852539
	Iteration 29Q: 3 clusters Score -3278456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3278458.250000 Penalty: 5090.852539
	Iteration 30Q: 3 clusters Score -3278458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3278468.750000 Penalty: 5090.852539
	Iteration 31Q: 3 clusters Score -3278469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3278478.250000 Penalty: 5090.852539
	Iteration 32Q: 3 clusters Score -3278478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3278482.500000 Penalty: 5090.852539
	Iteration 33Q: 3 clusters Score -3278482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3278481.250000 Penalty: 5090.852539
	Iteration 34Q: 3 clusters Score -3278481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3278496.750000 Penalty: 5090.852539
	Iteration 35Q: 3 clusters Score -3278497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3278497.750000 Penalty: 5090.852539
	Iteration 36Q: 3 clusters Score -3278498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3278510.500000 Penalty: 5090.852539
	Iteration 37Q: 3 clusters Score -3278510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3278519.750000 Penalty: 5090.852539
	Iteration 38Q: 3 clusters Score -3278520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3278530.000000 Penalty: 5090.852539
	Iteration 39Q: 3 clusters Score -3278530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3278538.750000 Penalty: 5090.852539
	Iteration 40F: 3 clusters Score -3278539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3278552.000000 Penalty: 5090.852539
	Iteration 41Q: 3 clusters Score -3278552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3278560.250000 Penalty: 5090.852539
	Iteration 42Q: 3 clusters Score -3278560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3278575.250000 Penalty: 5090.852539
	Iteration 43Q: 3 clusters Score -3278575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3278585.250000 Penalty: 5090.852539
	Iteration 44Q: 3 clusters Score -3278585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3278589.000000 Penalty: 5090.852539
	Iteration 45Q: 3 clusters Score -3278589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3278596.500000 Penalty: 5090.852539
	Iteration 46Q: 3 clusters Score -3278596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3278605.250000 Penalty: 5090.852539
	Iteration 47Q: 3 clusters Score -3278605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3278610.750000 Penalty: 5090.852539
	Iteration 48Q: 3 clusters Score -3278611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3278610.500000 Penalty: 5090.852539
	Iteration 49Q: 3 clusters Score -3278610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3278608.750000 Penalty: 5090.852539
	Iteration 50Q: 3 clusters Score -3278609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3278605.500000 Penalty: 5090.852539
	Iteration 51Q: 3 clusters Score -3278606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3278606.250000 Penalty: 5090.852539
	Iteration 52Q: 3 clusters Score -3278606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3278611.000000 Penalty: 5090.852539
	Iteration 53Q: 3 clusters Score -3278611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3278609.000000 Penalty: 5090.852539
	Iteration 54Q: 3 clusters Score -3278609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3278609.250000 Penalty: 5090.852539
	Iteration 55Q: 3 clusters Score -3278609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3278609.250000 Penalty: 5090.852539
	Iteration 56F: 3 clusters Score -3278609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Mstep: Class 30 contains 30745 members 
Mstep: Class 31 contains 17564 members 
Mstep: Class 32 contains 17252 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 2117 members 
Entering Unmasked Estep 
Score: -205551568.000000 Penalty: 121378.507812
Splitting cluster 18 changes total score from -205545440.000000 to -205551568.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (254391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254391 members 
Entering Unmasked Estep 
Score: -29806342.000000 Penalty: 3086.763672
	Iteration 0F: 2 clusters Score -2.980634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 127364 members 
Entering Unmasked Estep 
Score: -29635818.000000 Penalty: 6173.527344
	Iteration 0F: 3 clusters Score -2.963582e+07 nChanged 122963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123402 members 
Mstep: Class 2 contains 130989 members 
Entering Unmasked Estep 
Score: -29709360.000000 Penalty: 6173.527344
	Iteration 1F: 3 clusters Score -2.970936e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -29711268.000000 Penalty: 6173.527344
	Iteration 2Q: 3 clusters Score -2.971127e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 136508 members 
Entering Unmasked Estep 
Score: -29713700.000000 Penalty: 6173.527344
	Iteration 3Q: 3 clusters Score -2.97137e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 141593 members 
Entering Unmasked Estep 
Score: -29717022.000000 Penalty: 6173.527344
	Iteration 4Q: 3 clusters Score -2.971702e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -29721518.000000 Penalty: 6173.527344
	Iteration 5Q: 3 clusters Score -2.972152e+07 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 159151 members 
Entering Unmasked Estep 
Score: -29728270.000000 Penalty: 6173.527344
	Iteration 6F: 3 clusters Score -2.972827e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -29737848.000000 Penalty: 6173.527344
	Iteration 7F: 3 clusters Score -2.973785e+07 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 188308 members 
Entering Unmasked Estep 
Score: -29750286.000000 Penalty: 6173.527344
	Iteration 8F: 3 clusters Score -2.975029e+07 nChanged 16770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 204454 members 
Entering Unmasked Estep 
Score: -29763538.000000 Penalty: 6173.527344
	Iteration 9F: 3 clusters Score -2.976354e+07 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 218272 members 
Entering Unmasked Estep 
Score: -29775734.000000 Penalty: 6173.527344
	Iteration 10F: 3 clusters Score -2.977573e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 228357 members 
Entering Unmasked Estep 
Score: -29784830.000000 Penalty: 6173.527344
	Iteration 11Q: 3 clusters Score -2.978483e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 235172 members 
Entering Unmasked Estep 
Score: -29790948.000000 Penalty: 6173.527344
	Iteration 12Q: 3 clusters Score -2.979095e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 239845 members 
Entering Unmasked Estep 
Score: -29794850.000000 Penalty: 6173.527344
	Iteration 13Q: 3 clusters Score -2.979485e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 243259 members 
Entering Unmasked Estep 
Score: -29797364.000000 Penalty: 6173.527344
	Iteration 14Q: 3 clusters Score -2.979736e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 245805 members 
Entering Unmasked Estep 
Score: -29799120.000000 Penalty: 6173.527344
	Iteration 15Q: 3 clusters Score -2.979912e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 247765 members 
Entering Unmasked Estep 
Score: -29800338.000000 Penalty: 6173.527344
	Iteration 16Q: 3 clusters Score -2.980034e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 249217 members 
Entering Unmasked Estep 
Score: -29801308.000000 Penalty: 6173.527344
	Iteration 17Q: 3 clusters Score -2.980131e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 250300 members 
Entering Unmasked Estep 
Score: -29802058.000000 Penalty: 6173.527344
	Iteration 18Q: 3 clusters Score -2.980206e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 251068 members 
Entering Unmasked Estep 
Score: -29802430.000000 Penalty: 6173.527344
	Iteration 19Q: 3 clusters Score -2.980243e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 251664 members 
Entering Unmasked Estep 
Score: -29802770.000000 Penalty: 6173.527344
	Iteration 20F: 3 clusters Score -2.980277e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 252048 members 
Entering Unmasked Estep 
Score: -29803004.000000 Penalty: 6173.527344
	Iteration 21Q: 3 clusters Score -2.9803e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 252339 members 
Entering Unmasked Estep 
Score: -29803168.000000 Penalty: 6173.527344
	Iteration 22Q: 3 clusters Score -2.980317e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 252550 members 
Entering Unmasked Estep 
Score: -29803270.000000 Penalty: 6173.527344
	Iteration 23Q: 3 clusters Score -2.980327e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 252693 members 
Entering Unmasked Estep 
Score: -29803318.000000 Penalty: 6173.527344
	Iteration 24Q: 3 clusters Score -2.980332e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 252828 members 
Entering Unmasked Estep 
Score: -29803362.000000 Penalty: 6173.527344
	Iteration 25Q: 3 clusters Score -2.980336e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 252937 members 
Entering Unmasked Estep 
Score: -29803460.000000 Penalty: 6173.527344
	Iteration 26Q: 3 clusters Score -2.980346e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 253036 members 
Entering Unmasked Estep 
Score: -29803494.000000 Penalty: 6173.527344
	Iteration 27Q: 3 clusters Score -2.980349e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 253112 members 
Entering Unmasked Estep 
Score: -29803554.000000 Penalty: 6173.527344
	Iteration 28Q: 3 clusters Score -2.980355e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 253166 members 
Entering Unmasked Estep 
Score: -29803554.000000 Penalty: 6173.527344
	Iteration 29Q: 3 clusters Score -2.980355e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 253200 members 
Entering Unmasked Estep 
Score: -29803602.000000 Penalty: 6173.527344
	Iteration 30Q: 3 clusters Score -2.98036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 253235 members 
Entering Unmasked Estep 
Score: -29803608.000000 Penalty: 6173.527344
	Iteration 31Q: 3 clusters Score -2.980361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 253257 members 
Entering Unmasked Estep 
Score: -29803616.000000 Penalty: 6173.527344
	Iteration 32Q: 3 clusters Score -2.980362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 253279 members 
Entering Unmasked Estep 
Score: -29803630.000000 Penalty: 6173.527344
	Iteration 33Q: 3 clusters Score -2.980363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 253294 members 
Entering Unmasked Estep 
Score: -29803660.000000 Penalty: 6173.527344
	Iteration 34Q: 3 clusters Score -2.980366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 253314 members 
Entering Unmasked Estep 
Score: -29803682.000000 Penalty: 6173.527344
	Iteration 35Q: 3 clusters Score -2.980368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 253332 members 
Entering Unmasked Estep 
Score: -29803658.000000 Penalty: 6173.527344
	Iteration 36Q: 3 clusters Score -2.980366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 253341 members 
Entering Unmasked Estep 
Score: -29803670.000000 Penalty: 6173.527344
	Iteration 37Q: 3 clusters Score -2.980367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 253356 members 
Entering Unmasked Estep 
Score: -29803662.000000 Penalty: 6173.527344
	Iteration 38Q: 3 clusters Score -2.980366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 253364 members 
Entering Unmasked Estep 
Score: -29803674.000000 Penalty: 6173.527344
	Iteration 39Q: 3 clusters Score -2.980367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 253370 members 
Entering Unmasked Estep 
Score: -29803690.000000 Penalty: 6173.527344
	Iteration 40F: 3 clusters Score -2.980369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 253376 members 
Entering Unmasked Estep 
Score: -29803690.000000 Penalty: 6173.527344
	Iteration 41Q: 3 clusters Score -2.980369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 253383 members 
Entering Unmasked Estep 
Score: -29803698.000000 Penalty: 6173.527344
	Iteration 42Q: 3 clusters Score -2.98037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 253393 members 
Entering Unmasked Estep 
Score: -29803702.000000 Penalty: 6173.527344
	Iteration 43Q: 3 clusters Score -2.98037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 253398 members 
Entering Unmasked Estep 
Score: -29803710.000000 Penalty: 6173.527344
	Iteration 44Q: 3 clusters Score -2.980371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 253404 members 
Entering Unmasked Estep 
Score: -29803718.000000 Penalty: 6173.527344
	Iteration 45Q: 3 clusters Score -2.980372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 253410 members 
Entering Unmasked Estep 
Score: -29803716.000000 Penalty: 6173.527344
	Iteration 46Q: 3 clusters Score -2.980372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 253412 members 
Entering Unmasked Estep 
Score: -29803714.000000 Penalty: 6173.527344
	Iteration 47Q: 3 clusters Score -2.980371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 253414 members 
Entering Unmasked Estep 
Score: -29803724.000000 Penalty: 6173.527344
	Iteration 48Q: 3 clusters Score -2.980372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 253416 members 
Entering Unmasked Estep 
Score: -29803730.000000 Penalty: 6173.527344
	Iteration 49Q: 3 clusters Score -2.980373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 253416 members 
Entering Unmasked Estep 
Score: -29803726.000000 Penalty: 6173.527344
	Iteration 50Q: 3 clusters Score -2.980373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 253418 members 
Entering Unmasked Estep 
Score: -29803742.000000 Penalty: 6173.527344
	Iteration 51Q: 3 clusters Score -2.980374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 253419 members 
Entering Unmasked Estep 
Score: -29803738.000000 Penalty: 6173.527344
	Iteration 52Q: 3 clusters Score -2.980374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 253420 members 
Entering Unmasked Estep 
Score: -29803730.000000 Penalty: 6173.527344
	Iteration 53Q: 3 clusters Score -2.980373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 253420 members 
Entering Unmasked Estep 
Score: -29803730.000000 Penalty: 6173.527344
	Iteration 54F: 3 clusters Score -2.980373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Entering Unmasked Estep 
Score: -3104319.000000 Penalty: 2537.981934
	Iteration 0F: 2 clusters Score -3104319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3085212.250000 Penalty: 5075.963867
	Iteration 0F: 3 clusters Score -3085212 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3092168.750000 Penalty: 5075.963867
	Iteration 1F: 3 clusters Score -3092169 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3092804.250000 Penalty: 5075.963867
	Iteration 2F: 3 clusters Score -3092804 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3093472.000000 Penalty: 5075.963867
	Iteration 3F: 3 clusters Score -3093472 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3094166.750000 Penalty: 5075.963867
	Iteration 4F: 3 clusters Score -3094167 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3094848.000000 Penalty: 5075.963867
	Iteration 5Q: 3 clusters Score -3094848 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3095580.000000 Penalty: 5075.963867
	Iteration 6F: 3 clusters Score -3095580 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3096360.500000 Penalty: 5075.963867
	Iteration 7F: 3 clusters Score -3096360 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3097104.250000 Penalty: 5075.963867
	Iteration 8Q: 3 clusters Score -3097104 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3097759.000000 Penalty: 5075.963867
	Iteration 9Q: 3 clusters Score -3097759 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3098433.250000 Penalty: 5075.963867
	Iteration 10Q: 3 clusters Score -3098433 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3099150.750000 Penalty: 5075.963867
	Iteration 11Q: 3 clusters Score -3099151 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3099796.500000 Penalty: 5075.963867
	Iteration 12Q: 3 clusters Score -3099796 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3100363.000000 Penalty: 5075.963867
	Iteration 13Q: 3 clusters Score -3100363 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3100777.250000 Penalty: 5075.963867
	Iteration 14Q: 3 clusters Score -3100777 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3101088.250000 Penalty: 5075.963867
	Iteration 15Q: 3 clusters Score -3101088 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3101317.750000 Penalty: 5075.963867
	Iteration 16Q: 3 clusters Score -3101318 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3101480.250000 Penalty: 5075.963867
	Iteration 17Q: 3 clusters Score -3101480 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3101621.250000 Penalty: 5075.963867
	Iteration 18Q: 3 clusters Score -3101621 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3101736.250000 Penalty: 5075.963867
	Iteration 19Q: 3 clusters Score -3101736 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3101836.750000 Penalty: 5075.963867
	Iteration 20F: 3 clusters Score -3101837 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3101925.750000 Penalty: 5075.963867
	Iteration 21Q: 3 clusters Score -3101926 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3102012.000000 Penalty: 5075.963867
	Iteration 22Q: 3 clusters Score -3102012 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3102099.250000 Penalty: 5075.963867
	Iteration 23Q: 3 clusters Score -3102099 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3102169.250000 Penalty: 5075.963867
	Iteration 24Q: 3 clusters Score -3102169 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3102237.750000 Penalty: 5075.963867
	Iteration 25Q: 3 clusters Score -3102238 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3102293.250000 Penalty: 5075.963867
	Iteration 26Q: 3 clusters Score -3102293 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3102357.750000 Penalty: 5075.963867
	Iteration 27Q: 3 clusters Score -3102358 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3102404.750000 Penalty: 5075.963867
	Iteration 28Q: 3 clusters Score -3102405 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3102448.250000 Penalty: 5075.963867
	Iteration 29Q: 3 clusters Score -3102448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3102476.250000 Penalty: 5075.963867
	Iteration 30Q: 3 clusters Score -3102476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3102509.000000 Penalty: 5075.963867
	Iteration 31Q: 3 clusters Score -3102509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3102537.250000 Penalty: 5075.963867
	Iteration 32Q: 3 clusters Score -3102537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3102569.000000 Penalty: 5075.963867
	Iteration 33Q: 3 clusters Score -3102569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3102597.000000 Penalty: 5075.963867
	Iteration 34Q: 3 clusters Score -3102597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3102622.500000 Penalty: 5075.963867
	Iteration 35Q: 3 clusters Score -3102622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3102646.500000 Penalty: 5075.963867
	Iteration 36Q: 3 clusters Score -3102646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3102662.500000 Penalty: 5075.963867
	Iteration 37Q: 3 clusters Score -3102662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3102677.250000 Penalty: 5075.963867
	Iteration 38Q: 3 clusters Score -3102677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3102681.750000 Penalty: 5075.963867
	Iteration 39Q: 3 clusters Score -3102682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3102700.250000 Penalty: 5075.963867
	Iteration 40F: 3 clusters Score -3102700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3102711.250000 Penalty: 5075.963867
	Iteration 41Q: 3 clusters Score -3102711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3102712.500000 Penalty: 5075.963867
	Iteration 42Q: 3 clusters Score -3102712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3102715.500000 Penalty: 5075.963867
	Iteration 43Q: 3 clusters Score -3102716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3102716.250000 Penalty: 5075.963867
	Iteration 44Q: 3 clusters Score -3102716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3102724.500000 Penalty: 5075.963867
	Iteration 45Q: 3 clusters Score -3102724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3102725.750000 Penalty: 5075.963867
	Iteration 46Q: 3 clusters Score -3102726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3102731.000000 Penalty: 5075.963867
	Iteration 47Q: 3 clusters Score -3102731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3102731.250000 Penalty: 5075.963867
	Iteration 48Q: 3 clusters Score -3102731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3102731.000000 Penalty: 5075.963867
	Iteration 49Q: 3 clusters Score -3102731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3102735.250000 Penalty: 5075.963867
	Iteration 50Q: 3 clusters Score -3102735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3102735.500000 Penalty: 5075.963867
	Iteration 51Q: 3 clusters Score -3102736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3102735.500000 Penalty: 5075.963867
	Iteration 52Q: 3 clusters Score -3102736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3102733.250000 Penalty: 5075.963867
	Iteration 53Q: 3 clusters Score -3102733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3102732.250000 Penalty: 5075.963867
	Iteration 54Q: 3 clusters Score -3102732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3102732.500000 Penalty: 5075.963867
	Iteration 55Q: 3 clusters Score -3102732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3102730.750000 Penalty: 5075.963867
	Iteration 56Q: 3 clusters Score -3102731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3102730.750000 Penalty: 5075.963867
	Iteration 57F: 3 clusters Score -3102731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Entering Unmasked Estep 
Score: -7213467.500000 Penalty: 2733.856934
	Iteration 0F: 2 clusters Score -7213468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -7172328.500000 Penalty: 5467.713867
	Iteration 0F: 3 clusters Score -7172328 nChanged 28642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -7188308.000000 Penalty: 5467.713867
	Iteration 1F: 3 clusters Score -7188308 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7188852.000000 Penalty: 5467.713867
	Iteration 2Q: 3 clusters Score -7188852 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -7189463.500000 Penalty: 5467.713867
	Iteration 3Q: 3 clusters Score -7189464 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -7190106.000000 Penalty: 5467.713867
	Iteration 4Q: 3 clusters Score -7190106 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -7190745.500000 Penalty: 5467.713867
	Iteration 5Q: 3 clusters Score -7190746 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -7191518.000000 Penalty: 5467.713867
	Iteration 6Q: 3 clusters Score -7191518 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -7192471.000000 Penalty: 5467.713867
	Iteration 7Q: 3 clusters Score -7192471 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -7193455.000000 Penalty: 5467.713867
	Iteration 8Q: 3 clusters Score -7193455 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -7194518.000000 Penalty: 5467.713867
	Iteration 9Q: 3 clusters Score -7194518 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7195639.000000 Penalty: 5467.713867
	Iteration 10Q: 3 clusters Score -7195639 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7196746.500000 Penalty: 5467.713867
	Iteration 11Q: 3 clusters Score -7196746 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7197722.500000 Penalty: 5467.713867
	Iteration 12Q: 3 clusters Score -7197722 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7198660.500000 Penalty: 5467.713867
	Iteration 13Q: 3 clusters Score -7198660 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -7199632.500000 Penalty: 5467.713867
	Iteration 14Q: 3 clusters Score -7199632 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -7200690.500000 Penalty: 5467.713867
	Iteration 15Q: 3 clusters Score -7200690 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -7201964.000000 Penalty: 5467.713867
	Iteration 16Q: 3 clusters Score -7201964 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7203359.000000 Penalty: 5467.713867
	Iteration 17Q: 3 clusters Score -7203359 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -7204707.500000 Penalty: 5467.713867
	Iteration 18Q: 3 clusters Score -7204708 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -7205841.500000 Penalty: 5467.713867
	Iteration 19Q: 3 clusters Score -7205842 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -7206678.500000 Penalty: 5467.713867
	Iteration 20F: 3 clusters Score -7206678 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -7207383.000000 Penalty: 5467.713867
	Iteration 21Q: 3 clusters Score -7207383 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -7207897.500000 Penalty: 5467.713867
	Iteration 22Q: 3 clusters Score -7207898 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -7208333.000000 Penalty: 5467.713867
	Iteration 23Q: 3 clusters Score -7208333 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -7208668.500000 Penalty: 5467.713867
	Iteration 24Q: 3 clusters Score -7208668 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -7208972.000000 Penalty: 5467.713867
	Iteration 25Q: 3 clusters Score -7208972 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -7209225.500000 Penalty: 5467.713867
	Iteration 26Q: 3 clusters Score -7209226 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -7209457.500000 Penalty: 5467.713867
	Iteration 27Q: 3 clusters Score -7209458 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -7209655.000000 Penalty: 5467.713867
	Iteration 28Q: 3 clusters Score -7209655 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -7209862.500000 Penalty: 5467.713867
	Iteration 29Q: 3 clusters Score -7209862 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -7210071.500000 Penalty: 5467.713867
	Iteration 30Q: 3 clusters Score -7210072 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -7210238.000000 Penalty: 5467.713867
	Iteration 31Q: 3 clusters Score -7210238 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -7210345.000000 Penalty: 5467.713867
	Iteration 32Q: 3 clusters Score -7210345 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -7210449.500000 Penalty: 5467.713867
	Iteration 33Q: 3 clusters Score -7210450 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -7210562.000000 Penalty: 5467.713867
	Iteration 34Q: 3 clusters Score -7210562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -7210632.500000 Penalty: 5467.713867
	Iteration 35Q: 3 clusters Score -7210632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -7210677.000000 Penalty: 5467.713867
	Iteration 36Q: 3 clusters Score -7210677 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -7210745.000000 Penalty: 5467.713867
	Iteration 37Q: 3 clusters Score -7210745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -7210797.500000 Penalty: 5467.713867
	Iteration 38Q: 3 clusters Score -7210798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -7210851.500000 Penalty: 5467.713867
	Iteration 39Q: 3 clusters Score -7210852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -7210900.500000 Penalty: 5467.713867
	Iteration 40F: 3 clusters Score -7210900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -7210930.000000 Penalty: 5467.713867
	Iteration 41Q: 3 clusters Score -7210930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7210963.500000 Penalty: 5467.713867
	Iteration 42Q: 3 clusters Score -7210964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -7210987.500000 Penalty: 5467.713867
	Iteration 43Q: 3 clusters Score -7210988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -7211006.000000 Penalty: 5467.713867
	Iteration 44Q: 3 clusters Score -7211006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -7211025.500000 Penalty: 5467.713867
	Iteration 45Q: 3 clusters Score -7211026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -7211050.000000 Penalty: 5467.713867
	Iteration 46Q: 3 clusters Score -7211050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -7211067.000000 Penalty: 5467.713867
	Iteration 47Q: 3 clusters Score -7211067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -7211072.500000 Penalty: 5467.713867
	Iteration 48Q: 3 clusters Score -7211072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7211072.500000 Penalty: 5467.713867
	Iteration 49Q: 3 clusters Score -7211072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -7211091.000000 Penalty: 5467.713867
	Iteration 50Q: 3 clusters Score -7211091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -7211095.000000 Penalty: 5467.713867
	Iteration 51Q: 3 clusters Score -7211095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -7211102.000000 Penalty: 5467.713867
	Iteration 52Q: 3 clusters Score -7211102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -7211099.500000 Penalty: 5467.713867
	Iteration 53Q: 3 clusters Score -7211100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -7211108.500000 Penalty: 5467.713867
	Iteration 54Q: 3 clusters Score -7211108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -7211108.000000 Penalty: 5467.713867
	Iteration 55Q: 3 clusters Score -7211108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -7211109.000000 Penalty: 5467.713867
	Iteration 56Q: 3 clusters Score -7211109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -7211104.000000 Penalty: 5467.713867
	Iteration 57Q: 3 clusters Score -7211104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -7211115.000000 Penalty: 5467.713867
	Iteration 58Q: 3 clusters Score -7211115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7211117.000000 Penalty: 5467.713867
	Iteration 59Q: 3 clusters Score -7211117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -7211119.000000 Penalty: 5467.713867
	Iteration 60F: 3 clusters Score -7211119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -7211126.500000 Penalty: 5467.713867
	Iteration 61Q: 3 clusters Score -7211126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -7211122.000000 Penalty: 5467.713867
	Iteration 62Q: 3 clusters Score -7211122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -7211128.000000 Penalty: 5467.713867
	Iteration 63Q: 3 clusters Score -7211128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -7211123.500000 Penalty: 5467.713867
	Iteration 64Q: 3 clusters Score -7211124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7211136.000000 Penalty: 5467.713867
	Iteration 65Q: 3 clusters Score -7211136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -7211135.500000 Penalty: 5467.713867
	Iteration 66Q: 3 clusters Score -7211136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -7211145.000000 Penalty: 5467.713867
	Iteration 67Q: 3 clusters Score -7211145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7211137.500000 Penalty: 5467.713867
	Iteration 68Q: 3 clusters Score -7211138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -7211135.500000 Penalty: 5467.713867
	Iteration 69Q: 3 clusters Score -7211136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -7211138.500000 Penalty: 5467.713867
	Iteration 70Q: 3 clusters Score -7211138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -7211141.000000 Penalty: 5467.713867
	Iteration 71Q: 3 clusters Score -7211141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -7211137.500000 Penalty: 5467.713867
	Iteration 72Q: 3 clusters Score -7211138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -7211137.500000 Penalty: 5467.713867
	Iteration 73F: 3 clusters Score -7211138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Entering Unmasked Estep 
Score: -2823817.750000 Penalty: 2509.442627
	Iteration 0F: 2 clusters Score -2823818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2806611.000000 Penalty: 5018.885254
	Iteration 0F: 3 clusters Score -2806611 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2812760.000000 Penalty: 5018.885254
	Iteration 1F: 3 clusters Score -2812760 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2813455.250000 Penalty: 5018.885254
	Iteration 2F: 3 clusters Score -2813455 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2814089.250000 Penalty: 5018.885254
	Iteration 3F: 3 clusters Score -2814089 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2814675.000000 Penalty: 5018.885254
	Iteration 4F: 3 clusters Score -2814675 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2815274.500000 Penalty: 5018.885254
	Iteration 5Q: 3 clusters Score -2815274 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2815987.750000 Penalty: 5018.885254
	Iteration 6Q: 3 clusters Score -2815988 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2816779.000000 Penalty: 5018.885254
	Iteration 7F: 3 clusters Score -2816779 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2817591.500000 Penalty: 5018.885254
	Iteration 8F: 3 clusters Score -2817592 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2818259.500000 Penalty: 5018.885254
	Iteration 9Q: 3 clusters Score -2818260 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2818791.000000 Penalty: 5018.885254
	Iteration 10Q: 3 clusters Score -2818791 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2819155.250000 Penalty: 5018.885254
	Iteration 11Q: 3 clusters Score -2819155 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2819362.750000 Penalty: 5018.885254
	Iteration 12Q: 3 clusters Score -2819363 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2819503.500000 Penalty: 5018.885254
	Iteration 13Q: 3 clusters Score -2819504 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2819589.500000 Penalty: 5018.885254
	Iteration 14Q: 3 clusters Score -2819590 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2819675.250000 Penalty: 5018.885254
	Iteration 15Q: 3 clusters Score -2819675 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2819755.500000 Penalty: 5018.885254
	Iteration 16Q: 3 clusters Score -2819756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2819809.250000 Penalty: 5018.885254
	Iteration 17Q: 3 clusters Score -2819809 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2819870.250000 Penalty: 5018.885254
	Iteration 18Q: 3 clusters Score -2819870 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2819935.750000 Penalty: 5018.885254
	Iteration 19Q: 3 clusters Score -2819936 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2819988.750000 Penalty: 5018.885254
	Iteration 20F: 3 clusters Score -2819989 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2820035.500000 Penalty: 5018.885254
	Iteration 21Q: 3 clusters Score -2820036 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2820095.000000 Penalty: 5018.885254
	Iteration 22Q: 3 clusters Score -2820095 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2820159.500000 Penalty: 5018.885254
	Iteration 23Q: 3 clusters Score -2820160 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2820247.000000 Penalty: 5018.885254
	Iteration 24Q: 3 clusters Score -2820247 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2820354.500000 Penalty: 5018.885254
	Iteration 25Q: 3 clusters Score -2820354 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2820482.750000 Penalty: 5018.885254
	Iteration 26Q: 3 clusters Score -2820483 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2820627.000000 Penalty: 5018.885254
	Iteration 27Q: 3 clusters Score -2820627 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2820761.750000 Penalty: 5018.885254
	Iteration 28Q: 3 clusters Score -2820762 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2820915.000000 Penalty: 5018.885254
	Iteration 29Q: 3 clusters Score -2820915 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2821063.500000 Penalty: 5018.885254
	Iteration 30Q: 3 clusters Score -2821064 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2821218.750000 Penalty: 5018.885254
	Iteration 31Q: 3 clusters Score -2821219 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2821368.750000 Penalty: 5018.885254
	Iteration 32Q: 3 clusters Score -2821369 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2821493.000000 Penalty: 5018.885254
	Iteration 33Q: 3 clusters Score -2821493 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2821614.000000 Penalty: 5018.885254
	Iteration 34Q: 3 clusters Score -2821614 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2821751.500000 Penalty: 5018.885254
	Iteration 35Q: 3 clusters Score -2821752 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2821859.000000 Penalty: 5018.885254
	Iteration 36Q: 3 clusters Score -2821859 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2821914.500000 Penalty: 5018.885254
	Iteration 37Q: 3 clusters Score -2821914 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2821972.000000 Penalty: 5018.885254
	Iteration 38Q: 3 clusters Score -2821972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2822002.250000 Penalty: 5018.885254
	Iteration 39Q: 3 clusters Score -2822002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2822025.000000 Penalty: 5018.885254
	Iteration 40F: 3 clusters Score -2822025 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2822059.250000 Penalty: 5018.885254
	Iteration 41Q: 3 clusters Score -2822059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2822075.250000 Penalty: 5018.885254
	Iteration 42Q: 3 clusters Score -2822075 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2822104.750000 Penalty: 5018.885254
	Iteration 43Q: 3 clusters Score -2822105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2822129.250000 Penalty: 5018.885254
	Iteration 44Q: 3 clusters Score -2822129 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2822142.250000 Penalty: 5018.885254
	Iteration 45Q: 3 clusters Score -2822142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2822160.500000 Penalty: 5018.885254
	Iteration 46Q: 3 clusters Score -2822160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2822181.500000 Penalty: 5018.885254
	Iteration 47Q: 3 clusters Score -2822182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2822194.000000 Penalty: 5018.885254
	Iteration 48Q: 3 clusters Score -2822194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2822205.000000 Penalty: 5018.885254
	Iteration 49Q: 3 clusters Score -2822205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2822210.250000 Penalty: 5018.885254
	Iteration 50Q: 3 clusters Score -2822210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2822215.750000 Penalty: 5018.885254
	Iteration 51Q: 3 clusters Score -2822216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2822221.000000 Penalty: 5018.885254
	Iteration 52Q: 3 clusters Score -2822221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2822233.250000 Penalty: 5018.885254
	Iteration 53Q: 3 clusters Score -2822233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2822238.250000 Penalty: 5018.885254
	Iteration 54Q: 3 clusters Score -2822238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2822244.750000 Penalty: 5018.885254
	Iteration 55Q: 3 clusters Score -2822245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2822264.750000 Penalty: 5018.885254
	Iteration 56Q: 3 clusters Score -2822265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2822268.500000 Penalty: 5018.885254
	Iteration 57Q: 3 clusters Score -2822268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2822288.250000 Penalty: 5018.885254
	Iteration 58Q: 3 clusters Score -2822288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2822293.250000 Penalty: 5018.885254
	Iteration 59Q: 3 clusters Score -2822293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2822312.250000 Penalty: 5018.885254
	Iteration 60F: 3 clusters Score -2822312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2822319.750000 Penalty: 5018.885254
	Iteration 61Q: 3 clusters Score -2822320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2822348.500000 Penalty: 5018.885254
	Iteration 62Q: 3 clusters Score -2822348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2822359.500000 Penalty: 5018.885254
	Iteration 63Q: 3 clusters Score -2822360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2822374.500000 Penalty: 5018.885254
	Iteration 64Q: 3 clusters Score -2822374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2822396.000000 Penalty: 5018.885254
	Iteration 65Q: 3 clusters Score -2822396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2822427.500000 Penalty: 5018.885254
	Iteration 66Q: 3 clusters Score -2822428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2822464.000000 Penalty: 5018.885254
	Iteration 67Q: 3 clusters Score -2822464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2822508.250000 Penalty: 5018.885254
	Iteration 68Q: 3 clusters Score -2822508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2822540.500000 Penalty: 5018.885254
	Iteration 69Q: 3 clusters Score -2822540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2822592.250000 Penalty: 5018.885254
	Iteration 70Q: 3 clusters Score -2822592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2822655.000000 Penalty: 5018.885254
	Iteration 71Q: 3 clusters Score -2822655 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2822721.250000 Penalty: 5018.885254
	Iteration 72Q: 3 clusters Score -2822721 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2822780.750000 Penalty: 5018.885254
	Iteration 73Q: 3 clusters Score -2822781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2822821.500000 Penalty: 5018.885254
	Iteration 74Q: 3 clusters Score -2822822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2822845.250000 Penalty: 5018.885254
	Iteration 75Q: 3 clusters Score -2822845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2822854.250000 Penalty: 5018.885254
	Iteration 76Q: 3 clusters Score -2822854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2822859.000000 Penalty: 5018.885254
	Iteration 77Q: 3 clusters Score -2822859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2822863.750000 Penalty: 5018.885254
	Iteration 78Q: 3 clusters Score -2822864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2822867.750000 Penalty: 5018.885254
	Iteration 79Q: 3 clusters Score -2822868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2822866.750000 Penalty: 5018.885254
	Iteration 80F: 3 clusters Score -2822867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2822864.250000 Penalty: 5018.885254
	Iteration 81Q: 3 clusters Score -2822864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2822868.000000 Penalty: 5018.885254
	Iteration 82Q: 3 clusters Score -2822868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2822870.250000 Penalty: 5018.885254
	Iteration 83Q: 3 clusters Score -2822870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2822871.000000 Penalty: 5018.885254
	Iteration 84Q: 3 clusters Score -2822871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2822871.750000 Penalty: 5018.885254
	Iteration 85Q: 3 clusters Score -2822872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2822869.500000 Penalty: 5018.885254
	Iteration 86Q: 3 clusters Score -2822870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2822868.500000 Penalty: 5018.885254
	Iteration 87Q: 3 clusters Score -2822868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2822868.000000 Penalty: 5018.885254
	Iteration 88Q: 3 clusters Score -2822868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2822874.500000 Penalty: 5018.885254
	Iteration 89Q: 3 clusters Score -2822874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2822878.750000 Penalty: 5018.885254
	Iteration 90Q: 3 clusters Score -2822879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2822879.750000 Penalty: 5018.885254
	Iteration 91Q: 3 clusters Score -2822880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2822886.250000 Penalty: 5018.885254
	Iteration 92Q: 3 clusters Score -2822886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2822886.500000 Penalty: 5018.885254
	Iteration 93Q: 3 clusters Score -2822886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2822890.000000 Penalty: 5018.885254
	Iteration 94Q: 3 clusters Score -2822890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2822892.000000 Penalty: 5018.885254
	Iteration 95Q: 3 clusters Score -2822892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2822894.250000 Penalty: 5018.885254
	Iteration 96Q: 3 clusters Score -2822894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2822895.750000 Penalty: 5018.885254
	Iteration 97Q: 3 clusters Score -2822896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2822896.000000 Penalty: 5018.885254
	Iteration 98Q: 3 clusters Score -2822896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2822897.000000 Penalty: 5018.885254
	Iteration 99Q: 3 clusters Score -2822897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2822897.000000 Penalty: 5018.885254
	Iteration 100F: 3 clusters Score -2822897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Entering Unmasked Estep 
Score: -1473101.000000 Penalty: 2351.547119
	Iteration 0F: 2 clusters Score -1473101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1463446.125000 Penalty: 4703.094238
	Iteration 0F: 3 clusters Score -1463446 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1466473.875000 Penalty: 4703.094238
	Iteration 1F: 3 clusters Score -1466474 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1467002.250000 Penalty: 4703.094238
	Iteration 2F: 3 clusters Score -1467002 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1467541.375000 Penalty: 4703.094238
	Iteration 3F: 3 clusters Score -1467541 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1468218.250000 Penalty: 4703.094238
	Iteration 4F: 3 clusters Score -1468218 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1469014.750000 Penalty: 4703.094238
	Iteration 5F: 3 clusters Score -1469015 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1469798.000000 Penalty: 4703.094238
	Iteration 6F: 3 clusters Score -1469798 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1470504.375000 Penalty: 4703.094238
	Iteration 7F: 3 clusters Score -1470504 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1471140.375000 Penalty: 4703.094238
	Iteration 8F: 3 clusters Score -1471140 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1471789.000000 Penalty: 4703.094238
	Iteration 9Q: 3 clusters Score -1471789 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1472489.500000 Penalty: 4703.094238
	Iteration 10Q: 3 clusters Score -1472490 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1473131.500000 Penalty: 4703.094238
	Iteration 11Q: 3 clusters Score -1473132 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1473577.500000 Penalty: 4703.094238
	Iteration 12Q: 3 clusters Score -1473578 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1473746.875000 Penalty: 4703.094238
	Iteration 13Q: 3 clusters Score -1473747 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1473814.500000 Penalty: 4703.094238
	Iteration 14Q: 3 clusters Score -1473814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1473848.500000 Penalty: 4703.094238
	Iteration 15Q: 3 clusters Score -1473848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1473869.375000 Penalty: 4703.094238
	Iteration 16Q: 3 clusters Score -1473869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1473896.000000 Penalty: 4703.094238
	Iteration 17Q: 3 clusters Score -1473896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1473902.750000 Penalty: 4703.094238
	Iteration 18Q: 3 clusters Score -1473903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1473910.250000 Penalty: 4703.094238
	Iteration 19Q: 3 clusters Score -1473910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1473917.500000 Penalty: 4703.094238
	Iteration 20F: 3 clusters Score -1473918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1473920.500000 Penalty: 4703.094238
	Iteration 21Q: 3 clusters Score -1473920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1473926.500000 Penalty: 4703.094238
	Iteration 22Q: 3 clusters Score -1473926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1473929.875000 Penalty: 4703.094238
	Iteration 23Q: 3 clusters Score -1473930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1473935.625000 Penalty: 4703.094238
	Iteration 24Q: 3 clusters Score -1473936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1473936.125000 Penalty: 4703.094238
	Iteration 25Q: 3 clusters Score -1473936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1473938.375000 Penalty: 4703.094238
	Iteration 26Q: 3 clusters Score -1473938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1473946.250000 Penalty: 4703.094238
	Iteration 27Q: 3 clusters Score -1473946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1473951.000000 Penalty: 4703.094238
	Iteration 28Q: 3 clusters Score -1473951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1473954.250000 Penalty: 4703.094238
	Iteration 29Q: 3 clusters Score -1473954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1473956.750000 Penalty: 4703.094238
	Iteration 30Q: 3 clusters Score -1473957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1473962.875000 Penalty: 4703.094238
	Iteration 31Q: 3 clusters Score -1473963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1473966.250000 Penalty: 4703.094238
	Iteration 32Q: 3 clusters Score -1473966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1473967.250000 Penalty: 4703.094238
	Iteration 33Q: 3 clusters Score -1473967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1473968.875000 Penalty: 4703.094238
	Iteration 34Q: 3 clusters Score -1473969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1473966.125000 Penalty: 4703.094238
	Iteration 35Q: 3 clusters Score -1473966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1473966.000000 Penalty: 4703.094238
	Iteration 36Q: 3 clusters Score -1473966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1473966.750000 Penalty: 4703.094238
	Iteration 37Q: 3 clusters Score -1473967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1473967.750000 Penalty: 4703.094238
	Iteration 38Q: 3 clusters Score -1473968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1473966.000000 Penalty: 4703.094238
	Iteration 39Q: 3 clusters Score -1473966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1473965.875000 Penalty: 4703.094238
	Iteration 40F: 3 clusters Score -1473966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Mstep: Class 30 contains 30745 members 
Mstep: Class 31 contains 17564 members 
Mstep: Class 32 contains 17252 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 2117 members 
Mstep: Class 35 contains 5525 members 
Entering Unmasked Estep 
Score: -205550560.000000 Penalty: 124948.460938
Splitting cluster 23 changes total score from -205545440.000000 to -205550560.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (9547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Entering Unmasked Estep 
Score: -1138628.375000 Penalty: 2272.667725
	Iteration 0F: 2 clusters Score -1138628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1131272.375000 Penalty: 4545.335449
	Iteration 0F: 3 clusters Score -1131272 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1133339.250000 Penalty: 4545.335449
	Iteration 1F: 3 clusters Score -1133339 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1133625.125000 Penalty: 4545.335449
	Iteration 2F: 3 clusters Score -1133625 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1133823.125000 Penalty: 4545.335449
	Iteration 3Q: 3 clusters Score -1133823 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1133998.875000 Penalty: 4545.335449
	Iteration 4Q: 3 clusters Score -1133999 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1134146.750000 Penalty: 4545.335449
	Iteration 5Q: 3 clusters Score -1134147 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1134284.375000 Penalty: 4545.335449
	Iteration 6Q: 3 clusters Score -1134284 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1134420.750000 Penalty: 4545.335449
	Iteration 7Q: 3 clusters Score -1134421 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1134547.625000 Penalty: 4545.335449
	Iteration 8Q: 3 clusters Score -1134548 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1134669.750000 Penalty: 4545.335449
	Iteration 9Q: 3 clusters Score -1134670 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1134798.000000 Penalty: 4545.335449
	Iteration 10Q: 3 clusters Score -1134798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1134919.125000 Penalty: 4545.335449
	Iteration 11Q: 3 clusters Score -1134919 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1135053.000000 Penalty: 4545.335449
	Iteration 12Q: 3 clusters Score -1135053 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1135196.250000 Penalty: 4545.335449
	Iteration 13Q: 3 clusters Score -1135196 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1135369.500000 Penalty: 4545.335449
	Iteration 14Q: 3 clusters Score -1135370 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1135552.250000 Penalty: 4545.335449
	Iteration 15Q: 3 clusters Score -1135552 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1135752.000000 Penalty: 4545.335449
	Iteration 16Q: 3 clusters Score -1135752 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1135975.625000 Penalty: 4545.335449
	Iteration 17Q: 3 clusters Score -1135976 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1136140.375000 Penalty: 4545.335449
	Iteration 18Q: 3 clusters Score -1136140 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1136279.000000 Penalty: 4545.335449
	Iteration 19Q: 3 clusters Score -1136279 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1136391.250000 Penalty: 4545.335449
	Iteration 20F: 3 clusters Score -1136391 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1136457.000000 Penalty: 4545.335449
	Iteration 21Q: 3 clusters Score -1136457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1136494.750000 Penalty: 4545.335449
	Iteration 22Q: 3 clusters Score -1136495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1136519.500000 Penalty: 4545.335449
	Iteration 23Q: 3 clusters Score -1136520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1136537.375000 Penalty: 4545.335449
	Iteration 24Q: 3 clusters Score -1136537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1136556.250000 Penalty: 4545.335449
	Iteration 25Q: 3 clusters Score -1136556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1136573.000000 Penalty: 4545.335449
	Iteration 26Q: 3 clusters Score -1136573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1136585.125000 Penalty: 4545.335449
	Iteration 27Q: 3 clusters Score -1136585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1136594.875000 Penalty: 4545.335449
	Iteration 28Q: 3 clusters Score -1136595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1136599.375000 Penalty: 4545.335449
	Iteration 29Q: 3 clusters Score -1136599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1136608.625000 Penalty: 4545.335449
	Iteration 30Q: 3 clusters Score -1136609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1136614.375000 Penalty: 4545.335449
	Iteration 31Q: 3 clusters Score -1136614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1136629.125000 Penalty: 4545.335449
	Iteration 32Q: 3 clusters Score -1136629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1136635.250000 Penalty: 4545.335449
	Iteration 33Q: 3 clusters Score -1136635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1136643.250000 Penalty: 4545.335449
	Iteration 34Q: 3 clusters Score -1136643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1136653.000000 Penalty: 4545.335449
	Iteration 35Q: 3 clusters Score -1136653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1136659.375000 Penalty: 4545.335449
	Iteration 36Q: 3 clusters Score -1136659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1136666.750000 Penalty: 4545.335449
	Iteration 37Q: 3 clusters Score -1136667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1136674.375000 Penalty: 4545.335449
	Iteration 38Q: 3 clusters Score -1136674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1136679.625000 Penalty: 4545.335449
	Iteration 39Q: 3 clusters Score -1136680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1136687.250000 Penalty: 4545.335449
	Iteration 40F: 3 clusters Score -1136687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1136693.875000 Penalty: 4545.335449
	Iteration 41Q: 3 clusters Score -1136694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1136697.500000 Penalty: 4545.335449
	Iteration 42Q: 3 clusters Score -1136698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1136705.375000 Penalty: 4545.335449
	Iteration 43Q: 3 clusters Score -1136705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1136710.875000 Penalty: 4545.335449
	Iteration 44Q: 3 clusters Score -1136711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1136719.625000 Penalty: 4545.335449
	Iteration 45Q: 3 clusters Score -1136720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1136723.875000 Penalty: 4545.335449
	Iteration 46Q: 3 clusters Score -1136724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1136731.125000 Penalty: 4545.335449
	Iteration 47Q: 3 clusters Score -1136731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1136740.125000 Penalty: 4545.335449
	Iteration 48Q: 3 clusters Score -1136740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1136746.875000 Penalty: 4545.335449
	Iteration 49Q: 3 clusters Score -1136747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1136747.500000 Penalty: 4545.335449
	Iteration 50Q: 3 clusters Score -1136748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1136752.375000 Penalty: 4545.335449
	Iteration 51Q: 3 clusters Score -1136752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1136756.000000 Penalty: 4545.335449
	Iteration 52Q: 3 clusters Score -1136756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1136757.750000 Penalty: 4545.335449
	Iteration 53Q: 3 clusters Score -1136758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1136757.625000 Penalty: 4545.335449
	Iteration 54Q: 3 clusters Score -1136758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1136761.250000 Penalty: 4545.335449
	Iteration 55Q: 3 clusters Score -1136761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1136762.500000 Penalty: 4545.335449
	Iteration 56Q: 3 clusters Score -1136762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1136763.375000 Penalty: 4545.335449
	Iteration 57Q: 3 clusters Score -1136763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1136763.250000 Penalty: 4545.335449
	Iteration 58Q: 3 clusters Score -1136763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1136763.625000 Penalty: 4545.335449
	Iteration 59Q: 3 clusters Score -1136764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1136764.250000 Penalty: 4545.335449
	Iteration 60F: 3 clusters Score -1136764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1136765.875000 Penalty: 4545.335449
	Iteration 61Q: 3 clusters Score -1136766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1136766.250000 Penalty: 4545.335449
	Iteration 62Q: 3 clusters Score -1136766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1136768.000000 Penalty: 4545.335449
	Iteration 63Q: 3 clusters Score -1136768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1136768.750000 Penalty: 4545.335449
	Iteration 64Q: 3 clusters Score -1136769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1136767.625000 Penalty: 4545.335449
	Iteration 65Q: 3 clusters Score -1136768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1136767.000000 Penalty: 4545.335449
	Iteration 66Q: 3 clusters Score -1136767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1136767.000000 Penalty: 4545.335449
	Iteration 67F: 3 clusters Score -1136767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Entering Unmasked Estep 
Score: -1134865.250000 Penalty: 2282.522217
	Iteration 0F: 2 clusters Score -1134865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1127257.125000 Penalty: 4565.044434
	Iteration 0F: 3 clusters Score -1127257 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1129667.000000 Penalty: 4565.044434
	Iteration 1F: 3 clusters Score -1129667 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1130101.875000 Penalty: 4565.044434
	Iteration 2F: 3 clusters Score -1130102 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1130442.000000 Penalty: 4565.044434
	Iteration 3F: 3 clusters Score -1130442 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1130742.875000 Penalty: 4565.044434
	Iteration 4F: 3 clusters Score -1130743 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1130998.250000 Penalty: 4565.044434
	Iteration 5Q: 3 clusters Score -1130998 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1131226.000000 Penalty: 4565.044434
	Iteration 6Q: 3 clusters Score -1131226 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1131414.375000 Penalty: 4565.044434
	Iteration 7Q: 3 clusters Score -1131414 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1131593.875000 Penalty: 4565.044434
	Iteration 8Q: 3 clusters Score -1131594 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1131748.000000 Penalty: 4565.044434
	Iteration 9Q: 3 clusters Score -1131748 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1131908.125000 Penalty: 4565.044434
	Iteration 10Q: 3 clusters Score -1131908 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1132040.000000 Penalty: 4565.044434
	Iteration 11Q: 3 clusters Score -1132040 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1132181.750000 Penalty: 4565.044434
	Iteration 12Q: 3 clusters Score -1132182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1132345.375000 Penalty: 4565.044434
	Iteration 13Q: 3 clusters Score -1132345 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1132495.250000 Penalty: 4565.044434
	Iteration 14Q: 3 clusters Score -1132495 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1132637.250000 Penalty: 4565.044434
	Iteration 15Q: 3 clusters Score -1132637 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1132767.000000 Penalty: 4565.044434
	Iteration 16Q: 3 clusters Score -1132767 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1132875.250000 Penalty: 4565.044434
	Iteration 17Q: 3 clusters Score -1132875 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1132977.125000 Penalty: 4565.044434
	Iteration 18Q: 3 clusters Score -1132977 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1133081.250000 Penalty: 4565.044434
	Iteration 19Q: 3 clusters Score -1133081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1133187.000000 Penalty: 4565.044434
	Iteration 20F: 3 clusters Score -1133187 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1133280.250000 Penalty: 4565.044434
	Iteration 21Q: 3 clusters Score -1133280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1133343.375000 Penalty: 4565.044434
	Iteration 22Q: 3 clusters Score -1133343 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1133377.875000 Penalty: 4565.044434
	Iteration 23Q: 3 clusters Score -1133378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1133393.875000 Penalty: 4565.044434
	Iteration 24Q: 3 clusters Score -1133394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1133405.875000 Penalty: 4565.044434
	Iteration 25Q: 3 clusters Score -1133406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1133413.250000 Penalty: 4565.044434
	Iteration 26Q: 3 clusters Score -1133413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1133418.875000 Penalty: 4565.044434
	Iteration 27Q: 3 clusters Score -1133419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1133423.000000 Penalty: 4565.044434
	Iteration 28Q: 3 clusters Score -1133423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1133422.625000 Penalty: 4565.044434
	Iteration 29Q: 3 clusters Score -1133423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1133425.500000 Penalty: 4565.044434
	Iteration 30Q: 3 clusters Score -1133426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1133426.250000 Penalty: 4565.044434
	Iteration 31Q: 3 clusters Score -1133426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1133431.000000 Penalty: 4565.044434
	Iteration 32Q: 3 clusters Score -1133431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1133433.000000 Penalty: 4565.044434
	Iteration 33Q: 3 clusters Score -1133433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1133437.000000 Penalty: 4565.044434
	Iteration 34Q: 3 clusters Score -1133437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1133438.875000 Penalty: 4565.044434
	Iteration 35Q: 3 clusters Score -1133439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1133439.125000 Penalty: 4565.044434
	Iteration 36Q: 3 clusters Score -1133439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1133442.000000 Penalty: 4565.044434
	Iteration 37Q: 3 clusters Score -1133442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1133446.750000 Penalty: 4565.044434
	Iteration 38Q: 3 clusters Score -1133447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1133447.375000 Penalty: 4565.044434
	Iteration 39Q: 3 clusters Score -1133447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1133450.000000 Penalty: 4565.044434
	Iteration 40F: 3 clusters Score -1133450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1133448.875000 Penalty: 4565.044434
	Iteration 41Q: 3 clusters Score -1133449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1133450.125000 Penalty: 4565.044434
	Iteration 42Q: 3 clusters Score -1133450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1133455.750000 Penalty: 4565.044434
	Iteration 43Q: 3 clusters Score -1133456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1133456.375000 Penalty: 4565.044434
	Iteration 44Q: 3 clusters Score -1133456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1133457.625000 Penalty: 4565.044434
	Iteration 45Q: 3 clusters Score -1133458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1133460.125000 Penalty: 4565.044434
	Iteration 46Q: 3 clusters Score -1133460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1133461.625000 Penalty: 4565.044434
	Iteration 47Q: 3 clusters Score -1133462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1133463.125000 Penalty: 4565.044434
	Iteration 48Q: 3 clusters Score -1133463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1133461.750000 Penalty: 4565.044434
	Iteration 49Q: 3 clusters Score -1133462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1133464.750000 Penalty: 4565.044434
	Iteration 50Q: 3 clusters Score -1133465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1133465.500000 Penalty: 4565.044434
	Iteration 51Q: 3 clusters Score -1133466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1133465.250000 Penalty: 4565.044434
	Iteration 52Q: 3 clusters Score -1133465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1133465.250000 Penalty: 4565.044434
	Iteration 53F: 3 clusters Score -1133465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1279668.125000 Penalty: 2315.000488
	Iteration 0F: 2 clusters Score -1279668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1271155.250000 Penalty: 4630.000977
	Iteration 0F: 3 clusters Score -1271155 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1273799.500000 Penalty: 4630.000977
	Iteration 1F: 3 clusters Score -1273800 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1274222.750000 Penalty: 4630.000977
	Iteration 2F: 3 clusters Score -1274223 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1274592.250000 Penalty: 4630.000977
	Iteration 3F: 3 clusters Score -1274592 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1274925.375000 Penalty: 4630.000977
	Iteration 4F: 3 clusters Score -1274925 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1275247.000000 Penalty: 4630.000977
	Iteration 5Q: 3 clusters Score -1275247 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1275572.875000 Penalty: 4630.000977
	Iteration 6Q: 3 clusters Score -1275573 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1275912.500000 Penalty: 4630.000977
	Iteration 7Q: 3 clusters Score -1275912 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1276199.625000 Penalty: 4630.000977
	Iteration 8Q: 3 clusters Score -1276200 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1276448.125000 Penalty: 4630.000977
	Iteration 9Q: 3 clusters Score -1276448 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1276675.625000 Penalty: 4630.000977
	Iteration 10Q: 3 clusters Score -1276676 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1276873.250000 Penalty: 4630.000977
	Iteration 11Q: 3 clusters Score -1276873 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1277027.375000 Penalty: 4630.000977
	Iteration 12Q: 3 clusters Score -1277027 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1277140.500000 Penalty: 4630.000977
	Iteration 13Q: 3 clusters Score -1277140 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1277237.000000 Penalty: 4630.000977
	Iteration 14Q: 3 clusters Score -1277237 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1277320.875000 Penalty: 4630.000977
	Iteration 15Q: 3 clusters Score -1277321 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1277387.375000 Penalty: 4630.000977
	Iteration 16Q: 3 clusters Score -1277387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1277449.375000 Penalty: 4630.000977
	Iteration 17Q: 3 clusters Score -1277449 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1277504.375000 Penalty: 4630.000977
	Iteration 18Q: 3 clusters Score -1277504 nChanged 96
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: -1277547.625000 Penalty: 4630.000977
	Iteration 19Q: 3 clusters Score -1277548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1277587.000000 Penalty: 4630.000977
	Iteration 20F: 3 clusters Score -1277587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1277619.750000 Penalty: 4630.000977
	Iteration 21Q: 3 clusters Score -1277620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1277640.750000 Penalty: 4630.000977
	Iteration 22Q: 3 clusters Score -1277641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1277660.750000 Penalty: 4630.000977
	Iteration 23Q: 3 clusters Score -1277661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1277671.250000 Penalty: 4630.000977
	Iteration 24Q: 3 clusters Score -1277671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1277675.500000 Penalty: 4630.000977
	Iteration 25Q: 3 clusters Score -1277676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1277684.000000 Penalty: 4630.000977
	Iteration 26Q: 3 clusters Score -1277684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1277689.250000 Penalty: 4630.000977
	Iteration 27Q: 3 clusters Score -1277689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1277692.875000 Penalty: 4630.000977
	Iteration 28Q: 3 clusters Score -1277693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1277696.625000 Penalty: 4630.000977
	Iteration 29Q: 3 clusters Score -1277697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1277706.625000 Penalty: 4630.000977
	Iteration 30Q: 3 clusters Score -1277707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1277719.750000 Penalty: 4630.000977
	Iteration 31Q: 3 clusters Score -1277720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1277732.750000 Penalty: 4630.000977
	Iteration 32Q: 3 clusters Score -1277733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1277749.500000 Penalty: 4630.000977
	Iteration 33Q: 3 clusters Score -1277750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1277763.000000 Penalty: 4630.000977
	Iteration 34Q: 3 clusters Score -1277763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1277782.750000 Penalty: 4630.000977
	Iteration 35Q: 3 clusters Score -1277783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1277794.625000 Penalty: 4630.000977
	Iteration 36Q: 3 clusters Score -1277795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1277803.000000 Penalty: 4630.000977
	Iteration 37Q: 3 clusters Score -1277803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1277817.750000 Penalty: 4630.000977
	Iteration 38Q: 3 clusters Score -1277818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1277829.250000 Penalty: 4630.000977
	Iteration 39Q: 3 clusters Score -1277829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1277836.875000 Penalty: 4630.000977
	Iteration 40F: 3 clusters Score -1277837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1277842.250000 Penalty: 4630.000977
	Iteration 41Q: 3 clusters Score -1277842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1277846.375000 Penalty: 4630.000977
	Iteration 42Q: 3 clusters Score -1277846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1277852.000000 Penalty: 4630.000977
	Iteration 43Q: 3 clusters Score -1277852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1277857.750000 Penalty: 4630.000977
	Iteration 44Q: 3 clusters Score -1277858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1277860.000000 Penalty: 4630.000977
	Iteration 45Q: 3 clusters Score -1277860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1277862.500000 Penalty: 4630.000977
	Iteration 46Q: 3 clusters Score -1277862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1277864.000000 Penalty: 4630.000977
	Iteration 47Q: 3 clusters Score -1277864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1277869.250000 Penalty: 4630.000977
	Iteration 48Q: 3 clusters Score -1277869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1277868.750000 Penalty: 4630.000977
	Iteration 49Q: 3 clusters Score -1277869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1277869.875000 Penalty: 4630.000977
	Iteration 50Q: 3 clusters Score -1277870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1277870.125000 Penalty: 4630.000977
	Iteration 51Q: 3 clusters Score -1277870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1277868.125000 Penalty: 4630.000977
	Iteration 52Q: 3 clusters Score -1277868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1277868.875000 Penalty: 4630.000977
	Iteration 53Q: 3 clusters Score -1277869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1277870.875000 Penalty: 4630.000977
	Iteration 54Q: 3 clusters Score -1277871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1277872.750000 Penalty: 4630.000977
	Iteration 55Q: 3 clusters Score -1277873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1277872.000000 Penalty: 4630.000977
	Iteration 56Q: 3 clusters Score -1277872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1277872.750000 Penalty: 4630.000977
	Iteration 57Q: 3 clusters Score -1277873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1277872.750000 Penalty: 4630.000977
	Iteration 58F: 3 clusters Score -1277873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -236717.562500 Penalty: 1916.210083
	Iteration 0F: 2 clusters Score -236717.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -233954.093750 Penalty: 3832.420166
	Iteration 0F: 3 clusters Score -233954.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -234772.828125 Penalty: 3832.420166
	Iteration 1F: 3 clusters Score -234772.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -235447.640625 Penalty: 3832.420166
	Iteration 2F: 3 clusters Score -235447.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -236456.859375 Penalty: 3832.420166
	Iteration 3F: 3 clusters Score -236456.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237260.671875 Penalty: 3832.420166
	Iteration 4F: 3 clusters Score -237260.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237649.968750 Penalty: 3832.420166
	Iteration 5F: 3 clusters Score -237650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237812.625000 Penalty: 3832.420166
	Iteration 6Q: 3 clusters Score -237812.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237862.156250 Penalty: 3832.420166
	Iteration 7Q: 3 clusters Score -237862.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237881.968750 Penalty: 3832.420166
	Iteration 8Q: 3 clusters Score -237882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237894.171875 Penalty: 3832.420166
	Iteration 9Q: 3 clusters Score -237894.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237903.437500 Penalty: 3832.420166
	Iteration 10Q: 3 clusters Score -237903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237907.515625 Penalty: 3832.420166
	Iteration 11Q: 3 clusters Score -237907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237908.343750 Penalty: 3832.420166
	Iteration 12Q: 3 clusters Score -237908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237912.812500 Penalty: 3832.420166
	Iteration 13Q: 3 clusters Score -237912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237914.250000 Penalty: 3832.420166
	Iteration 14Q: 3 clusters Score -237914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237914.250000 Penalty: 3832.420166
	Iteration 15F: 3 clusters Score -237914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 1242 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Mstep: Class 30 contains 30745 members 
Mstep: Class 31 contains 17564 members 
Mstep: Class 32 contains 17252 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 2117 members 
Mstep: Class 35 contains 5525 members 
Mstep: Class 36 contains 1026 members 
Entering Unmasked Estep 
Score: -205549712.000000 Penalty: 128518.421875
Splitting cluster 27 changes total score from -205545440.000000 to -205549712.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 28 (8992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Entering Unmasked Estep 
Score: -1021600.562500 Penalty: 2257.814453
	Iteration 0F: 2 clusters Score -1021601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1014554.812500 Penalty: 4515.628906
	Iteration 0F: 3 clusters Score -1014555 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1016545.875000 Penalty: 4515.628906
	Iteration 1F: 3 clusters Score -1016546 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1016843.062500 Penalty: 4515.628906
	Iteration 2F: 3 clusters Score -1016843 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1017091.875000 Penalty: 4515.628906
	Iteration 3F: 3 clusters Score -1017092 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1017336.250000 Penalty: 4515.628906
	Iteration 4Q: 3 clusters Score -1017336 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1017554.500000 Penalty: 4515.628906
	Iteration 5Q: 3 clusters Score -1017554 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1017763.937500 Penalty: 4515.628906
	Iteration 6Q: 3 clusters Score -1017764 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1017944.187500 Penalty: 4515.628906
	Iteration 7Q: 3 clusters Score -1017944 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1018121.562500 Penalty: 4515.628906
	Iteration 8Q: 3 clusters Score -1018122 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1018270.562500 Penalty: 4515.628906
	Iteration 9Q: 3 clusters Score -1018271 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1018383.062500 Penalty: 4515.628906
	Iteration 10Q: 3 clusters Score -1018383 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1018487.375000 Penalty: 4515.628906
	Iteration 11Q: 3 clusters Score -1018487 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1018605.875000 Penalty: 4515.628906
	Iteration 12Q: 3 clusters Score -1018606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1018726.187500 Penalty: 4515.628906
	Iteration 13Q: 3 clusters Score -1018726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1018846.375000 Penalty: 4515.628906
	Iteration 14Q: 3 clusters Score -1018846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1018946.375000 Penalty: 4515.628906
	Iteration 15Q: 3 clusters Score -1018946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1019035.125000 Penalty: 4515.628906
	Iteration 16Q: 3 clusters Score -1019035 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1019103.500000 Penalty: 4515.628906
	Iteration 17Q: 3 clusters Score -1019104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1019166.437500 Penalty: 4515.628906
	Iteration 18Q: 3 clusters Score -1019166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1019229.125000 Penalty: 4515.628906
	Iteration 19Q: 3 clusters Score -1019229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1019295.312500 Penalty: 4515.628906
	Iteration 20F: 3 clusters Score -1019295 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1019362.250000 Penalty: 4515.628906
	Iteration 21Q: 3 clusters Score -1019362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1019406.437500 Penalty: 4515.628906
	Iteration 22Q: 3 clusters Score -1019406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1019445.812500 Penalty: 4515.628906
	Iteration 23Q: 3 clusters Score -1019446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1019492.812500 Penalty: 4515.628906
	Iteration 24Q: 3 clusters Score -1019493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1019524.375000 Penalty: 4515.628906
	Iteration 25Q: 3 clusters Score -1019524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1019550.937500 Penalty: 4515.628906
	Iteration 26Q: 3 clusters Score -1019551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1019587.875000 Penalty: 4515.628906
	Iteration 27Q: 3 clusters Score -1019588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1019614.500000 Penalty: 4515.628906
	Iteration 28Q: 3 clusters Score -1019614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1019634.375000 Penalty: 4515.628906
	Iteration 29Q: 3 clusters Score -1019634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1019657.750000 Penalty: 4515.628906
	Iteration 30Q: 3 clusters Score -1019658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1019678.625000 Penalty: 4515.628906
	Iteration 31Q: 3 clusters Score -1019679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1019695.000000 Penalty: 4515.628906
	Iteration 32Q: 3 clusters Score -1019695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1019705.250000 Penalty: 4515.628906
	Iteration 33Q: 3 clusters Score -1019705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1019716.187500 Penalty: 4515.628906
	Iteration 34Q: 3 clusters Score -1019716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1019720.375000 Penalty: 4515.628906
	Iteration 35Q: 3 clusters Score -1019720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1019729.937500 Penalty: 4515.628906
	Iteration 36Q: 3 clusters Score -1019730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1019739.187500 Penalty: 4515.628906
	Iteration 37Q: 3 clusters Score -1019739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1019747.125000 Penalty: 4515.628906
	Iteration 38Q: 3 clusters Score -1019747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1019752.687500 Penalty: 4515.628906
	Iteration 39Q: 3 clusters Score -1019753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1019763.125000 Penalty: 4515.628906
	Iteration 40F: 3 clusters Score -1019763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1019766.687500 Penalty: 4515.628906
	Iteration 41Q: 3 clusters Score -1019767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1019768.437500 Penalty: 4515.628906
	Iteration 42Q: 3 clusters Score -1019768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1019772.187500 Penalty: 4515.628906
	Iteration 43Q: 3 clusters Score -1019772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1019772.750000 Penalty: 4515.628906
	Iteration 44Q: 3 clusters Score -1019773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1019776.125000 Penalty: 4515.628906
	Iteration 45Q: 3 clusters Score -1019776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1019781.375000 Penalty: 4515.628906
	Iteration 46Q: 3 clusters Score -1019781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1019783.750000 Penalty: 4515.628906
	Iteration 47Q: 3 clusters Score -1019784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1019785.437500 Penalty: 4515.628906
	Iteration 48Q: 3 clusters Score -1019785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1019786.437500 Penalty: 4515.628906
	Iteration 49Q: 3 clusters Score -1019786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1019786.250000 Penalty: 4515.628906
	Iteration 50Q: 3 clusters Score -1019786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1019786.250000 Penalty: 4515.628906
	Iteration 51F: 3 clusters Score -1019786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (68101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Entering Unmasked Estep 
Score: -8265544.500000 Penalty: 2759.929199
	Iteration 0F: 2 clusters Score -8265544 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 34217 members 
Entering Unmasked Estep 
Score: -8219898.000000 Penalty: 5519.858398
	Iteration 0F: 3 clusters Score -8219898 nChanged 31703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -8237925.000000 Penalty: 5519.858398
	Iteration 1F: 3 clusters Score -8237925 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -8238766.500000 Penalty: 5519.858398
	Iteration 2Q: 3 clusters Score -8238766 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8240020.500000 Penalty: 5519.858398
	Iteration 3Q: 3 clusters Score -8240020 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8241894.000000 Penalty: 5519.858398
	Iteration 4F: 3 clusters Score -8241894 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8244884.000000 Penalty: 5519.858398
	Iteration 5F: 3 clusters Score -8244884 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -8249065.000000 Penalty: 5519.858398
	Iteration 6F: 3 clusters Score -8249065 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -8253645.000000 Penalty: 5519.858398
	Iteration 7F: 3 clusters Score -8253645 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -8257283.500000 Penalty: 5519.858398
	Iteration 8F: 3 clusters Score -8257284 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -8259543.500000 Penalty: 5519.858398
	Iteration 9Q: 3 clusters Score -8259544 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -8260735.500000 Penalty: 5519.858398
	Iteration 10Q: 3 clusters Score -8260736 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -8261484.500000 Penalty: 5519.858398
	Iteration 11Q: 3 clusters Score -8261484 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -8261943.000000 Penalty: 5519.858398
	Iteration 12Q: 3 clusters Score -8261943 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -8262298.000000 Penalty: 5519.858398
	Iteration 13Q: 3 clusters Score -8262298 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -8262517.500000 Penalty: 5519.858398
	Iteration 14Q: 3 clusters Score -8262518 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -8262673.500000 Penalty: 5519.858398
	Iteration 15Q: 3 clusters Score -8262674 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -8262815.000000 Penalty: 5519.858398
	Iteration 16Q: 3 clusters Score -8262815 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -8262908.000000 Penalty: 5519.858398
	Iteration 17Q: 3 clusters Score -8262908 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -8262990.500000 Penalty: 5519.858398
	Iteration 18Q: 3 clusters Score -8262990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -8263050.500000 Penalty: 5519.858398
	Iteration 19Q: 3 clusters Score -8263050 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -8263106.500000 Penalty: 5519.858398
	Iteration 20F: 3 clusters Score -8263106 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -8263152.500000 Penalty: 5519.858398
	Iteration 21Q: 3 clusters Score -8263152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -8263176.000000 Penalty: 5519.858398
	Iteration 22Q: 3 clusters Score -8263176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -8263195.000000 Penalty: 5519.858398
	Iteration 23Q: 3 clusters Score -8263195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -8263223.000000 Penalty: 5519.858398
	Iteration 24Q: 3 clusters Score -8263223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -8263252.000000 Penalty: 5519.858398
	Iteration 25Q: 3 clusters Score -8263252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -8263256.000000 Penalty: 5519.858398
	Iteration 26Q: 3 clusters Score -8263256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -8263264.000000 Penalty: 5519.858398
	Iteration 27Q: 3 clusters Score -8263264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -8263275.000000 Penalty: 5519.858398
	Iteration 28Q: 3 clusters Score -8263275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -8263293.500000 Penalty: 5519.858398
	Iteration 29Q: 3 clusters Score -8263294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -8263293.500000 Penalty: 5519.858398
	Iteration 30Q: 3 clusters Score -8263294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -8263295.500000 Penalty: 5519.858398
	Iteration 31Q: 3 clusters Score -8263296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -8263305.000000 Penalty: 5519.858398
	Iteration 32Q: 3 clusters Score -8263305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8263302.000000 Penalty: 5519.858398
	Iteration 33Q: 3 clusters Score -8263302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -8263298.500000 Penalty: 5519.858398
	Iteration 34Q: 3 clusters Score -8263298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8263303.500000 Penalty: 5519.858398
	Iteration 35Q: 3 clusters Score -8263304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -8263300.000000 Penalty: 5519.858398
	Iteration 36Q: 3 clusters Score -8263300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -8263299.500000 Penalty: 5519.858398
	Iteration 37Q: 3 clusters Score -8263300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -8263308.000000 Penalty: 5519.858398
	Iteration 38Q: 3 clusters Score -8263308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -8263308.000000 Penalty: 5519.858398
	Iteration 39F: 3 clusters Score -8263308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 81546 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 116549 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 171827 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111674 members 
Mstep: Class 18 contains 26559 members 
Mstep: Class 19 contains 254391 members 
Mstep: Class 20 contains 27828 members 
Mstep: Class 21 contains 61305 members 
Mstep: Class 22 contains 24803 members 
Mstep: Class 23 contains 7597 members 
Mstep: Class 24 contains 9547 members 
Mstep: Class 25 contains 9934 members 
Mstep: Class 26 contains 11324 members 
Mstep: Class 27 contains 1242 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 68101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205556976.000000 Penalty: 128518.421875
Iteration 79Q: 37 clusters Score -2.05557e+08 nChanged 17331
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 10093 members 
Mstep: Class 3 contains 47761 members 
Mstep: Class 4 contains 80576 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 98465 members 
Mstep: Class 7 contains 158867 members 
Mstep: Class 8 contains 12359 members 
Mstep: Class 9 contains 116544 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 176313 members 
Mstep: Class 12 contains 12904 members 
Mstep: Class 13 contains 24875 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 171718 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 112047 members 
Mstep: Class 18 contains 27411 members 
Mstep: Class 19 contains 254674 members 
Mstep: Class 20 contains 28254 members 
Mstep: Class 21 contains 61491 members 
Mstep: Class 22 contains 24828 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 10053 members 
Mstep: Class 26 contains 11429 members 
Mstep: Class 27 contains 1242 members 
Mstep: Class 28 contains 8989 members 
Mstep: Class 29 contains 68921 members 
Mstep: Class 30 contains 28625 members 
Mstep: Class 31 contains 16275 members 
Mstep: Class 32 contains 16386 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 2137 members 
Mstep: Class 35 contains 5156 members 
Mstep: Class 36 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561120.000000 Penalty: 128518.421875
Iteration 80F: 37 clusters Score -2.055611e+08 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 10230 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 79941 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 6 contains 97933 members 
Mstep: Class 7 contains 158331 members 
Mstep: Class 8 contains 12353 members 
Mstep: Class 9 contains 116436 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 176175 members 
Mstep: Class 12 contains 12850 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 5830 members 
Mstep: Class 15 contains 171283 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111989 members 
Mstep: Class 18 contains 27861 members 
Mstep: Class 19 contains 253475 members 
Mstep: Class 20 contains 28178 members 
Mstep: Class 21 contains 61371 members 
Mstep: Class 22 contains 24631 members 
Mstep: Class 23 contains 7705 members 
Mstep: Class 24 contains 9603 members 
Mstep: Class 25 contains 10078 members 
Mstep: Class 26 contains 11423 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 8967 members 
Mstep: Class 29 contains 69196 members 
Mstep: Class 30 contains 29298 members 
Mstep: Class 31 contains 16677 members 
Mstep: Class 32 contains 16764 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 2247 members 
Mstep: Class 35 contains 6408 members 
Mstep: Class 36 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565104.000000 Penalty: 128518.421875
Iteration 81Q: 37 clusters Score -2.055651e+08 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162550 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 47646 members 
Mstep: Class 4 contains 79591 members 
Mstep: Class 5 contains 5701 members 
Mstep: Class 6 contains 97514 members 
Mstep: Class 7 contains 157911 members 
Mstep: Class 8 contains 12338 members 
Mstep: Class 9 contains 116310 members 
Mstep: Class 10 contains 4341 members 
Mstep: Class 11 contains 176033 members 
Mstep: Class 12 contains 12810 members 
Mstep: Class 13 contains 24520 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 170964 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111868 members 
Mstep: Class 18 contains 28136 members 
Mstep: Class 19 contains 252582 members 
Mstep: Class 20 contains 28127 members 
Mstep: Class 21 contains 61324 members 
Mstep: Class 22 contains 24465 members 
Mstep: Class 23 contains 7804 members 
Mstep: Class 24 contains 9634 members 
Mstep: Class 25 contains 10104 members 
Mstep: Class 26 contains 11421 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 69565 members 
Mstep: Class 30 contains 29719 members 
Mstep: Class 31 contains 16878 members 
Mstep: Class 32 contains 17070 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 2380 members 
Mstep: Class 35 contains 7226 members 
Mstep: Class 36 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567952.000000 Penalty: 128518.421875
Iteration 82Q: 37 clusters Score -2.05568e+08 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162465 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 47591 members 
Mstep: Class 4 contains 79343 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 97135 members 
Mstep: Class 7 contains 157572 members 
Mstep: Class 8 contains 12335 members 
Mstep: Class 9 contains 116192 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 175892 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 13 contains 24378 members 
Mstep: Class 14 contains 6490 members 
Mstep: Class 15 contains 170692 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111771 members 
Mstep: Class 18 contains 28342 members 
Mstep: Class 19 contains 251823 members 
Mstep: Class 20 contains 28065 members 
Mstep: Class 21 contains 61317 members 
Mstep: Class 22 contains 24342 members 
Mstep: Class 23 contains 7887 members 
Mstep: Class 24 contains 9644 members 
Mstep: Class 25 contains 10139 members 
Mstep: Class 26 contains 11419 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 69967 members 
Mstep: Class 30 contains 30072 members 
Mstep: Class 31 contains 16987 members 
Mstep: Class 32 contains 17329 members 
Mstep: Class 33 contains 605 members 
Mstep: Class 34 contains 2498 members 
Mstep: Class 35 contains 7815 members 
Mstep: Class 36 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569904.000000 Penalty: 128518.421875
Iteration 83Q: 37 clusters Score -2.055699e+08 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162398 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 47531 members 
Mstep: Class 4 contains 79173 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 96858 members 
Mstep: Class 7 contains 157287 members 
Mstep: Class 8 contains 12332 members 
Mstep: Class 9 contains 116061 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 175750 members 
Mstep: Class 12 contains 12759 members 
Mstep: Class 13 contains 24218 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 170459 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111659 members 
Mstep: Class 18 contains 28486 members 
Mstep: Class 19 contains 251214 members 
Mstep: Class 20 contains 28042 members 
Mstep: Class 21 contains 61348 members 
Mstep: Class 22 contains 24225 members 
Mstep: Class 23 contains 7977 members 
Mstep: Class 24 contains 9651 members 
Mstep: Class 25 contains 10171 members 
Mstep: Class 26 contains 11422 members 
Mstep: Class 27 contains 1163 members 
Mstep: Class 28 contains 9007 members 
Mstep: Class 29 contains 70315 members 
Mstep: Class 30 contains 30391 members 
Mstep: Class 31 contains 17115 members 
Mstep: Class 32 contains 17599 members 
Mstep: Class 33 contains 642 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 8192 members 
Mstep: Class 36 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571248.000000 Penalty: 128518.421875
Iteration 84Q: 37 clusters Score -2.055712e+08 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 79082 members 
Mstep: Class 5 contains 6333 members 
Mstep: Class 6 contains 96600 members 
Mstep: Class 7 contains 157039 members 
Mstep: Class 8 contains 12320 members 
Mstep: Class 9 contains 115927 members 
Mstep: Class 10 contains 4344 members 
Mstep: Class 11 contains 175660 members 
Mstep: Class 12 contains 12749 members 
Mstep: Class 13 contains 24122 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 170284 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111587 members 
Mstep: Class 18 contains 28614 members 
Mstep: Class 19 contains 250665 members 
Mstep: Class 20 contains 27974 members 
Mstep: Class 21 contains 61361 members 
Mstep: Class 22 contains 24092 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 9650 members 
Mstep: Class 25 contains 10193 members 
Mstep: Class 26 contains 11421 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 9034 members 
Mstep: Class 29 contains 70642 members 
Mstep: Class 30 contains 30677 members 
Mstep: Class 31 contains 17218 members 
Mstep: Class 32 contains 17819 members 
Mstep: Class 33 contains 675 members 
Mstep: Class 34 contains 2663 members 
Mstep: Class 35 contains 8473 members 
Mstep: Class 36 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571328.000000 Penalty: 128518.421875
Iteration 85Q: 37 clusters Score -2.055713e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 47484 members 
Mstep: Class 4 contains 79018 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 96356 members 
Mstep: Class 7 contains 156824 members 
Mstep: Class 8 contains 12311 members 
Mstep: Class 9 contains 115819 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 175554 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 13 contains 24007 members 
Mstep: Class 14 contains 6943 members 
Mstep: Class 15 contains 170125 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111559 members 
Mstep: Class 18 contains 28720 members 
Mstep: Class 19 contains 250225 members 
Mstep: Class 20 contains 27941 members 
Mstep: Class 21 contains 61396 members 
Mstep: Class 22 contains 23970 members 
Mstep: Class 23 contains 8128 members 
Mstep: Class 24 contains 9665 members 
Mstep: Class 25 contains 10212 members 
Mstep: Class 26 contains 11428 members 
Mstep: Class 27 contains 1156 members 
Mstep: Class 28 contains 9066 members 
Mstep: Class 29 contains 70999 members 
Mstep: Class 30 contains 30907 members 
Mstep: Class 31 contains 17290 members 
Mstep: Class 32 contains 17972 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 8682 members 
Mstep: Class 36 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571888.000000 Penalty: 128518.421875
Iteration 86Q: 37 clusters Score -2.055719e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162454 members 
Mstep: Class 2 contains 10809 members 
Mstep: Class 3 contains 47471 members 
Mstep: Class 4 contains 78971 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 96111 members 
Mstep: Class 7 contains 156605 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 115756 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 175500 members 
Mstep: Class 12 contains 12722 members 
Mstep: Class 13 contains 23902 members 
Mstep: Class 14 contains 7028 members 
Mstep: Class 15 contains 169975 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111527 members 
Mstep: Class 18 contains 28792 members 
Mstep: Class 19 contains 249827 members 
Mstep: Class 20 contains 27908 members 
Mstep: Class 21 contains 61427 members 
Mstep: Class 22 contains 23844 members 
Mstep: Class 23 contains 8182 members 
Mstep: Class 24 contains 9671 members 
Mstep: Class 25 contains 10238 members 
Mstep: Class 26 contains 11459 members 
Mstep: Class 27 contains 1152 members 
Mstep: Class 28 contains 9100 members 
Mstep: Class 29 contains 71312 members 
Mstep: Class 30 contains 31101 members 
Mstep: Class 31 contains 17349 members 
Mstep: Class 32 contains 18128 members 
Mstep: Class 33 contains 724 members 
Mstep: Class 34 contains 2799 members 
Mstep: Class 35 contains 8832 members 
Mstep: Class 36 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573088.000000 Penalty: 128518.421875
Iteration 87Q: 37 clusters Score -2.055731e+08 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 10882 members 
Mstep: Class 3 contains 47463 members 
Mstep: Class 4 contains 78940 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 95936 members 
Mstep: Class 7 contains 156421 members 
Mstep: Class 8 contains 12326 members 
Mstep: Class 9 contains 115709 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 175435 members 
Mstep: Class 12 contains 12708 members 
Mstep: Class 13 contains 23802 members 
Mstep: Class 14 contains 7088 members 
Mstep: Class 15 contains 169867 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111486 members 
Mstep: Class 18 contains 28844 members 
Mstep: Class 19 contains 249496 members 
Mstep: Class 20 contains 27831 members 
Mstep: Class 21 contains 61460 members 
Mstep: Class 22 contains 23727 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 9691 members 
Mstep: Class 25 contains 10261 members 
Mstep: Class 26 contains 11475 members 
Mstep: Class 27 contains 1149 members 
Mstep: Class 28 contains 9116 members 
Mstep: Class 29 contains 71575 members 
Mstep: Class 30 contains 31271 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 18297 members 
Mstep: Class 33 contains 735 members 
Mstep: Class 34 contains 2857 members 
Mstep: Class 35 contains 8950 members 
Mstep: Class 36 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573088.000000 Penalty: 128518.421875
Iteration 88Q: 37 clusters Score -2.055731e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162495 members 
Mstep: Class 2 contains 10969 members 
Mstep: Class 3 contains 47451 members 
Mstep: Class 4 contains 78929 members 
Mstep: Class 5 contains 6754 members 
Mstep: Class 6 contains 95758 members 
Mstep: Class 7 contains 156269 members 
Mstep: Class 8 contains 12334 members 
Mstep: Class 9 contains 115680 members 
Mstep: Class 10 contains 4344 members 
Mstep: Class 11 contains 175402 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 23689 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 169765 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111425 members 
Mstep: Class 18 contains 28881 members 
Mstep: Class 19 contains 249186 members 
Mstep: Class 20 contains 27768 members 
Mstep: Class 21 contains 61478 members 
Mstep: Class 22 contains 23646 members 
Mstep: Class 23 contains 8287 members 
Mstep: Class 24 contains 9697 members 
Mstep: Class 25 contains 10281 members 
Mstep: Class 26 contains 11488 members 
Mstep: Class 27 contains 1149 members 
Mstep: Class 28 contains 9139 members 
Mstep: Class 29 contains 71790 members 
Mstep: Class 30 contains 31418 members 
Mstep: Class 31 contains 17435 members 
Mstep: Class 32 contains 18471 members 
Mstep: Class 33 contains 741 members 
Mstep: Class 34 contains 2902 members 
Mstep: Class 35 contains 9053 members 
Mstep: Class 36 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573808.000000 Penalty: 128518.421875
Iteration 89Q: 37 clusters Score -2.055738e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162526 members 
Mstep: Class 2 contains 11051 members 
Mstep: Class 3 contains 47431 members 
Mstep: Class 4 contains 78910 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 95620 members 
Mstep: Class 7 contains 156111 members 
Mstep: Class 8 contains 12338 members 
Mstep: Class 9 contains 115659 members 
Mstep: Class 10 contains 4344 members 
Mstep: Class 11 contains 175350 members 
Mstep: Class 12 contains 12689 members 
Mstep: Class 13 contains 23614 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 169669 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111371 members 
Mstep: Class 18 contains 28917 members 
Mstep: Class 19 contains 248917 members 
Mstep: Class 20 contains 27707 members 
Mstep: Class 21 contains 61525 members 
Mstep: Class 22 contains 23572 members 
Mstep: Class 23 contains 8331 members 
Mstep: Class 24 contains 9709 members 
Mstep: Class 25 contains 10280 members 
Mstep: Class 26 contains 11494 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 71994 members 
Mstep: Class 30 contains 31597 members 
Mstep: Class 31 contains 17460 members 
Mstep: Class 32 contains 18625 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2936 members 
Mstep: Class 35 contains 9116 members 
Mstep: Class 36 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574208.000000 Penalty: 128518.421875
Iteration 90Q: 37 clusters Score -2.055742e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162550 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 47405 members 
Mstep: Class 4 contains 78903 members 
Mstep: Class 5 contains 6895 members 
Mstep: Class 6 contains 95503 members 
Mstep: Class 7 contains 155966 members 
Mstep: Class 8 contains 12341 members 
Mstep: Class 9 contains 115625 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 175330 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 23514 members 
Mstep: Class 14 contains 7216 members 
Mstep: Class 15 contains 169592 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111342 members 
Mstep: Class 18 contains 28950 members 
Mstep: Class 19 contains 248630 members 
Mstep: Class 20 contains 27669 members 
Mstep: Class 21 contains 61576 members 
Mstep: Class 22 contains 23488 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 10280 members 
Mstep: Class 26 contains 11512 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9173 members 
Mstep: Class 29 contains 72177 members 
Mstep: Class 30 contains 31764 members 
Mstep: Class 31 contains 17477 members 
Mstep: Class 32 contains 18794 members 
Mstep: Class 33 contains 749 members 
Mstep: Class 34 contains 2966 members 
Mstep: Class 35 contains 9175 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574144.000000 Penalty: 128518.421875
Iteration 91Q: 37 clusters Score -2.055741e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162583 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 47393 members 
Mstep: Class 4 contains 78911 members 
Mstep: Class 5 contains 6951 members 
Mstep: Class 6 contains 95395 members 
Mstep: Class 7 contains 155847 members 
Mstep: Class 8 contains 12341 members 
Mstep: Class 9 contains 115580 members 
Mstep: Class 10 contains 4341 members 
Mstep: Class 11 contains 175302 members 
Mstep: Class 12 contains 12680 members 
Mstep: Class 13 contains 23433 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 169529 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111265 members 
Mstep: Class 18 contains 28983 members 
Mstep: Class 19 contains 248393 members 
Mstep: Class 20 contains 27624 members 
Mstep: Class 21 contains 61615 members 
Mstep: Class 22 contains 23405 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 9744 members 
Mstep: Class 25 contains 10292 members 
Mstep: Class 26 contains 11523 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9201 members 
Mstep: Class 29 contains 72341 members 
Mstep: Class 30 contains 31920 members 
Mstep: Class 31 contains 17500 members 
Mstep: Class 32 contains 18935 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 2985 members 
Mstep: Class 35 contains 9234 members 
Mstep: Class 36 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574592.000000 Penalty: 128518.421875
Iteration 92Q: 37 clusters Score -2.055746e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 11174 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 78914 members 
Mstep: Class 5 contains 7015 members 
Mstep: Class 6 contains 95288 members 
Mstep: Class 7 contains 155784 members 
Mstep: Class 8 contains 12339 members 
Mstep: Class 9 contains 115559 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 175286 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 23374 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 169493 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111222 members 
Mstep: Class 18 contains 29014 members 
Mstep: Class 19 contains 248140 members 
Mstep: Class 20 contains 27583 members 
Mstep: Class 21 contains 61649 members 
Mstep: Class 22 contains 23342 members 
Mstep: Class 23 contains 8393 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 10302 members 
Mstep: Class 26 contains 11543 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 72468 members 
Mstep: Class 30 contains 32054 members 
Mstep: Class 31 contains 17519 members 
Mstep: Class 32 contains 19059 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 9280 members 
Mstep: Class 36 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574832.000000 Penalty: 128518.421875
Iteration 93Q: 37 clusters Score -2.055748e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162512 members 
Mstep: Class 2 contains 11206 members 
Mstep: Class 3 contains 47394 members 
Mstep: Class 4 contains 78915 members 
Mstep: Class 5 contains 7059 members 
Mstep: Class 6 contains 95190 members 
Mstep: Class 7 contains 155749 members 
Mstep: Class 8 contains 12342 members 
Mstep: Class 9 contains 115550 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 175267 members 
Mstep: Class 12 contains 12665 members 
Mstep: Class 13 contains 23301 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 169473 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111190 members 
Mstep: Class 18 contains 29035 members 
Mstep: Class 19 contains 247910 members 
Mstep: Class 20 contains 27544 members 
Mstep: Class 21 contains 61686 members 
Mstep: Class 22 contains 23279 members 
Mstep: Class 23 contains 8415 members 
Mstep: Class 24 contains 9784 members 
Mstep: Class 25 contains 10319 members 
Mstep: Class 26 contains 11555 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9231 members 
Mstep: Class 29 contains 72577 members 
Mstep: Class 30 contains 32195 members 
Mstep: Class 31 contains 17515 members 
Mstep: Class 32 contains 19180 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 9327 members 
Mstep: Class 36 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575040.000000 Penalty: 128518.421875
Iteration 94Q: 37 clusters Score -2.05575e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 47388 members 
Mstep: Class 4 contains 78917 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 95118 members 
Mstep: Class 7 contains 155666 members 
Mstep: Class 8 contains 12338 members 
Mstep: Class 9 contains 115538 members 
Mstep: Class 10 contains 4337 members 
Mstep: Class 11 contains 175255 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 23223 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 169460 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111147 members 
Mstep: Class 18 contains 29061 members 
Mstep: Class 19 contains 247716 members 
Mstep: Class 20 contains 27508 members 
Mstep: Class 21 contains 61747 members 
Mstep: Class 22 contains 23209 members 
Mstep: Class 23 contains 8427 members 
Mstep: Class 24 contains 9797 members 
Mstep: Class 25 contains 10331 members 
Mstep: Class 26 contains 11557 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 72659 members 
Mstep: Class 30 contains 32348 members 
Mstep: Class 31 contains 17515 members 
Mstep: Class 32 contains 19290 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 9380 members 
Mstep: Class 36 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574752.000000 Penalty: 128518.421875
Iteration 95Q: 37 clusters Score -2.055748e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162437 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 47388 members 
Mstep: Class 4 contains 78917 members 
Mstep: Class 5 contains 7138 members 
Mstep: Class 6 contains 95024 members 
Mstep: Class 7 contains 155618 members 
Mstep: Class 8 contains 12343 members 
Mstep: Class 9 contains 115527 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 175238 members 
Mstep: Class 12 contains 12645 members 
Mstep: Class 13 contains 23165 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 169446 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111117 members 
Mstep: Class 18 contains 29090 members 
Mstep: Class 19 contains 247571 members 
Mstep: Class 20 contains 27475 members 
Mstep: Class 21 contains 61792 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 8448 members 
Mstep: Class 24 contains 9807 members 
Mstep: Class 25 contains 10347 members 
Mstep: Class 26 contains 11574 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9270 members 
Mstep: Class 29 contains 72711 members 
Mstep: Class 30 contains 32491 members 
Mstep: Class 31 contains 17508 members 
Mstep: Class 32 contains 19388 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 3037 members 
Mstep: Class 35 contains 9415 members 
Mstep: Class 36 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574528.000000 Penalty: 128518.421875
Iteration 96Q: 37 clusters Score -2.055745e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 47383 members 
Mstep: Class 4 contains 78929 members 
Mstep: Class 5 contains 7175 members 
Mstep: Class 6 contains 94954 members 
Mstep: Class 7 contains 155590 members 
Mstep: Class 8 contains 12336 members 
Mstep: Class 9 contains 115537 members 
Mstep: Class 10 contains 4342 members 
Mstep: Class 11 contains 175236 members 
Mstep: Class 12 contains 12643 members 
Mstep: Class 13 contains 23093 members 
Mstep: Class 14 contains 7353 members 
Mstep: Class 15 contains 169446 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111095 members 
Mstep: Class 18 contains 29096 members 
Mstep: Class 19 contains 247427 members 
Mstep: Class 20 contains 27438 members 
Mstep: Class 21 contains 61836 members 
Mstep: Class 22 contains 23090 members 
Mstep: Class 23 contains 8468 members 
Mstep: Class 24 contains 9819 members 
Mstep: Class 25 contains 10353 members 
Mstep: Class 26 contains 11577 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9292 members 
Mstep: Class 29 contains 72759 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 17513 members 
Mstep: Class 32 contains 19468 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 3052 members 
Mstep: Class 35 contains 9437 members 
Mstep: Class 36 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574560.000000 Penalty: 128518.421875
Iteration 97Q: 37 clusters Score -2.055746e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162248 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 47378 members 
Mstep: Class 4 contains 78923 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 94867 members 
Mstep: Class 7 contains 155629 members 
Mstep: Class 8 contains 12323 members 
Mstep: Class 9 contains 115537 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 23070 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 169441 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111070 members 
Mstep: Class 18 contains 29106 members 
Mstep: Class 19 contains 247331 members 
Mstep: Class 20 contains 27422 members 
Mstep: Class 21 contains 61879 members 
Mstep: Class 22 contains 23025 members 
Mstep: Class 23 contains 8484 members 
Mstep: Class 24 contains 9833 members 
Mstep: Class 25 contains 10363 members 
Mstep: Class 26 contains 11581 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9301 members 
Mstep: Class 29 contains 72808 members 
Mstep: Class 30 contains 32719 members 
Mstep: Class 31 contains 17511 members 
Mstep: Class 32 contains 19543 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 3070 members 
Mstep: Class 35 contains 9455 members 
Mstep: Class 36 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574816.000000 Penalty: 128518.421875
Iteration 98Q: 37 clusters Score -2.055748e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162138 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 47381 members 
Mstep: Class 4 contains 78917 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 94777 members 
Mstep: Class 7 contains 155669 members 
Mstep: Class 8 contains 12321 members 
Mstep: Class 9 contains 115541 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 175241 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 23018 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 169438 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111043 members 
Mstep: Class 18 contains 29114 members 
Mstep: Class 19 contains 247234 members 
Mstep: Class 20 contains 27385 members 
Mstep: Class 21 contains 61920 members 
Mstep: Class 22 contains 22971 members 
Mstep: Class 23 contains 8507 members 
Mstep: Class 24 contains 9839 members 
Mstep: Class 25 contains 10368 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 72838 members 
Mstep: Class 30 contains 32833 members 
Mstep: Class 31 contains 17512 members 
Mstep: Class 32 contains 19625 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 3082 members 
Mstep: Class 35 contains 9472 members 
Mstep: Class 36 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574864.000000 Penalty: 128518.421875
Iteration 99Q: 37 clusters Score -2.055749e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162066 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 47372 members 
Mstep: Class 4 contains 78909 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 94684 members 
Mstep: Class 7 contains 155672 members 
Mstep: Class 8 contains 12316 members 
Mstep: Class 9 contains 115542 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175244 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 22975 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 169434 members 
Mstep: Class 16 contains 286 members 
Mstep: Class 17 contains 111027 members 
Mstep: Class 18 contains 29125 members 
Mstep: Class 19 contains 247153 members 
Mstep: Class 20 contains 27360 members 
Mstep: Class 21 contains 61963 members 
Mstep: Class 22 contains 22916 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 9856 members 
Mstep: Class 25 contains 10371 members 
Mstep: Class 26 contains 11598 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 9320 members 
Mstep: Class 29 contains 72890 members 
Mstep: Class 30 contains 32940 members 
Mstep: Class 31 contains 17516 members 
Mstep: Class 32 contains 19697 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 3093 members 
Mstep: Class 35 contains 9484 members 
Mstep: Class 36 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575008.000000 Penalty: 128518.421875
Iteration 100F: 37 clusters Score -2.05575e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161971 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 47364 members 
Mstep: Class 4 contains 78909 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 94576 members 
Mstep: Class 7 contains 155716 members 
Mstep: Class 8 contains 12311 members 
Mstep: Class 9 contains 115532 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 175258 members 
Mstep: Class 12 contains 12612 members 
Mstep: Class 13 contains 22914 members 
Mstep: Class 14 contains 7412 members 
Mstep: Class 15 contains 169415 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 111017 members 
Mstep: Class 18 contains 29127 members 
Mstep: Class 19 contains 247053 members 
Mstep: Class 20 contains 27325 members 
Mstep: Class 21 contains 62005 members 
Mstep: Class 22 contains 22866 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 9861 members 
Mstep: Class 25 contains 10387 members 
Mstep: Class 26 contains 11603 members 
Mstep: Class 27 contains 1148 members 
Mstep: Class 28 contains 9338 members 
Mstep: Class 29 contains 72930 members 
Mstep: Class 30 contains 33065 members 
Mstep: Class 31 contains 17516 members 
Mstep: Class 32 contains 19751 members 
Mstep: Class 33 contains 779 members 
Mstep: Class 34 contains 3113 members 
Mstep: Class 35 contains 9496 members 
Mstep: Class 36 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575376.000000 Penalty: 128518.421875
Iteration 101Q: 37 clusters Score -2.055754e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 11418 members 
Mstep: Class 3 contains 47363 members 
Mstep: Class 4 contains 78900 members 
Mstep: Class 5 contains 7328 members 
Mstep: Class 6 contains 94488 members 
Mstep: Class 7 contains 155772 members 
Mstep: Class 8 contains 12310 members 
Mstep: Class 9 contains 115530 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 175260 members 
Mstep: Class 12 contains 12605 members 
Mstep: Class 13 contains 22864 members 
Mstep: Class 14 contains 7439 members 
Mstep: Class 15 contains 169391 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 111004 members 
Mstep: Class 18 contains 29136 members 
Mstep: Class 19 contains 246954 members 
Mstep: Class 20 contains 27291 members 
Mstep: Class 21 contains 62044 members 
Mstep: Class 22 contains 22830 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 9867 members 
Mstep: Class 25 contains 10400 members 
Mstep: Class 26 contains 11603 members 
Mstep: Class 27 contains 1146 members 
Mstep: Class 28 contains 9352 members 
Mstep: Class 29 contains 72955 members 
Mstep: Class 30 contains 33186 members 
Mstep: Class 31 contains 17524 members 
Mstep: Class 32 contains 19786 members 
Mstep: Class 33 contains 807 members 
Mstep: Class 34 contains 3130 members 
Mstep: Class 35 contains 9510 members 
Mstep: Class 36 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575248.000000 Penalty: 128518.421875
Iteration 102Q: 37 clusters Score -2.055752e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 47358 members 
Mstep: Class 4 contains 78889 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 94413 members 
Mstep: Class 7 contains 155837 members 
Mstep: Class 8 contains 12311 members 
Mstep: Class 9 contains 115524 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 175245 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 22831 members 
Mstep: Class 14 contains 7460 members 
Mstep: Class 15 contains 169384 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110997 members 
Mstep: Class 18 contains 29133 members 
Mstep: Class 19 contains 246861 members 
Mstep: Class 20 contains 27265 members 
Mstep: Class 21 contains 62082 members 
Mstep: Class 22 contains 22796 members 
Mstep: Class 23 contains 8561 members 
Mstep: Class 24 contains 9871 members 
Mstep: Class 25 contains 10405 members 
Mstep: Class 26 contains 11608 members 
Mstep: Class 27 contains 1143 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 72986 members 
Mstep: Class 30 contains 33290 members 
Mstep: Class 31 contains 17526 members 
Mstep: Class 32 contains 19815 members 
Mstep: Class 33 contains 846 members 
Mstep: Class 34 contains 3147 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575200.000000 Penalty: 128518.421875
Iteration 103Q: 37 clusters Score -2.055752e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161660 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 47356 members 
Mstep: Class 4 contains 78883 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 94331 members 
Mstep: Class 7 contains 155899 members 
Mstep: Class 8 contains 12311 members 
Mstep: Class 9 contains 115519 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 175241 members 
Mstep: Class 12 contains 12594 members 
Mstep: Class 13 contains 22795 members 
Mstep: Class 14 contains 7478 members 
Mstep: Class 15 contains 169390 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110973 members 
Mstep: Class 18 contains 29130 members 
Mstep: Class 19 contains 246786 members 
Mstep: Class 20 contains 27229 members 
Mstep: Class 21 contains 62117 members 
Mstep: Class 22 contains 22764 members 
Mstep: Class 23 contains 8579 members 
Mstep: Class 24 contains 9878 members 
Mstep: Class 25 contains 10411 members 
Mstep: Class 26 contains 11617 members 
Mstep: Class 27 contains 1144 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 73025 members 
Mstep: Class 30 contains 33381 members 
Mstep: Class 31 contains 17531 members 
Mstep: Class 32 contains 19867 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 3164 members 
Mstep: Class 35 contains 9541 members 
Mstep: Class 36 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575312.000000 Penalty: 128518.421875
Iteration 104Q: 37 clusters Score -2.055753e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 47358 members 
Mstep: Class 4 contains 78871 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 94246 members 
Mstep: Class 7 contains 155974 members 
Mstep: Class 8 contains 12309 members 
Mstep: Class 9 contains 115534 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 175251 members 
Mstep: Class 12 contains 12587 members 
Mstep: Class 13 contains 22766 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 169370 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110951 members 
Mstep: Class 18 contains 29137 members 
Mstep: Class 19 contains 246711 members 
Mstep: Class 20 contains 27197 members 
Mstep: Class 21 contains 62129 members 
Mstep: Class 22 contains 22730 members 
Mstep: Class 23 contains 8592 members 
Mstep: Class 24 contains 9880 members 
Mstep: Class 25 contains 10413 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 1145 members 
Mstep: Class 28 contains 9359 members 
Mstep: Class 29 contains 73060 members 
Mstep: Class 30 contains 33468 members 
Mstep: Class 31 contains 17534 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 915 members 
Mstep: Class 34 contains 3170 members 
Mstep: Class 35 contains 9561 members 
Mstep: Class 36 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575808.000000 Penalty: 128518.421875
Iteration 105Q: 37 clusters Score -2.055758e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161444 members 
Mstep: Class 2 contains 11515 members 
Mstep: Class 3 contains 47359 members 
Mstep: Class 4 contains 78861 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 94171 members 
Mstep: Class 7 contains 156069 members 
Mstep: Class 8 contains 12308 members 
Mstep: Class 9 contains 115530 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 175254 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 22720 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 169371 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110933 members 
Mstep: Class 18 contains 29132 members 
Mstep: Class 19 contains 246630 members 
Mstep: Class 20 contains 27167 members 
Mstep: Class 21 contains 62140 members 
Mstep: Class 22 contains 22688 members 
Mstep: Class 23 contains 8610 members 
Mstep: Class 24 contains 9889 members 
Mstep: Class 25 contains 10422 members 
Mstep: Class 26 contains 11645 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 9373 members 
Mstep: Class 29 contains 73090 members 
Mstep: Class 30 contains 33570 members 
Mstep: Class 31 contains 17539 members 
Mstep: Class 32 contains 19977 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 3180 members 
Mstep: Class 35 contains 9572 members 
Mstep: Class 36 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575728.000000 Penalty: 128518.421875
Iteration 106Q: 37 clusters Score -2.055757e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 47356 members 
Mstep: Class 4 contains 78863 members 
Mstep: Class 5 contains 7406 members 
Mstep: Class 6 contains 94100 members 
Mstep: Class 7 contains 156133 members 
Mstep: Class 8 contains 12313 members 
Mstep: Class 9 contains 115536 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 175257 members 
Mstep: Class 12 contains 12579 members 
Mstep: Class 13 contains 22674 members 
Mstep: Class 14 contains 7502 members 
Mstep: Class 15 contains 169360 members 
Mstep: Class 16 contains 284 members 
Mstep: Class 17 contains 110905 members 
Mstep: Class 18 contains 29138 members 
Mstep: Class 19 contains 246556 members 
Mstep: Class 20 contains 27125 members 
Mstep: Class 21 contains 62159 members 
Mstep: Class 22 contains 22651 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 9900 members 
Mstep: Class 25 contains 10428 members 
Mstep: Class 26 contains 11661 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 9376 members 
Mstep: Class 29 contains 73121 members 
Mstep: Class 30 contains 33672 members 
Mstep: Class 31 contains 17539 members 
Mstep: Class 32 contains 20030 members 
Mstep: Class 33 contains 952 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 9589 members 
Mstep: Class 36 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205576192.000000 Penalty: 128518.421875
Iteration 107Q: 37 clusters Score -2.055762e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161257 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 47353 members 
Mstep: Class 4 contains 78859 members 
Mstep: Class 5 contains 7420 members 
Mstep: Class 6 contains 94044 members 
Mstep: Class 7 contains 156186 members 
Mstep: Class 8 contains 12314 members 
Mstep: Class 9 contains 115540 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175259 members 
Mstep: Class 12 contains 12570 members 
Mstep: Class 13 contains 22652 members 
Mstep: Class 14 contains 7511 members 
Mstep: Class 15 contains 169352 members 
Mstep: Class 16 contains 284 members 
Mstep: Class 17 contains 110881 members 
Mstep: Class 18 contains 29136 members 
Mstep: Class 19 contains 246486 members 
Mstep: Class 20 contains 27099 members 
Mstep: Class 21 contains 62178 members 
Mstep: Class 22 contains 22607 members 
Mstep: Class 23 contains 8643 members 
Mstep: Class 24 contains 9907 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 11673 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 9385 members 
Mstep: Class 29 contains 73145 members 
Mstep: Class 30 contains 33777 members 
Mstep: Class 31 contains 17531 members 
Mstep: Class 32 contains 20079 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 3201 members 
Mstep: Class 35 contains 9604 members 
Mstep: Class 36 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205576576.000000 Penalty: 128518.421875
Iteration 108Q: 37 clusters Score -2.055766e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161199 members 
Mstep: Class 2 contains 11568 members 
Mstep: Class 3 contains 47353 members 
Mstep: Class 4 contains 78850 members 
Mstep: Class 5 contains 7436 members 
Mstep: Class 6 contains 93982 members 
Mstep: Class 7 contains 156208 members 
Mstep: Class 8 contains 12315 members 
Mstep: Class 9 contains 115540 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 175248 members 
Mstep: Class 12 contains 12563 members 
Mstep: Class 13 contains 22626 members 
Mstep: Class 14 contains 7516 members 
Mstep: Class 15 contains 169342 members 
Mstep: Class 16 contains 284 members 
Mstep: Class 17 contains 110882 members 
Mstep: Class 18 contains 29133 members 
Mstep: Class 19 contains 246406 members 
Mstep: Class 20 contains 27075 members 
Mstep: Class 21 contains 62206 members 
Mstep: Class 22 contains 22555 members 
Mstep: Class 23 contains 8657 members 
Mstep: Class 24 contains 9913 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 9400 members 
Mstep: Class 29 contains 73160 members 
Mstep: Class 30 contains 33904 members 
Mstep: Class 31 contains 17531 members 
Mstep: Class 32 contains 20129 members 
Mstep: Class 33 contains 938 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 9614 members 
Mstep: Class 36 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577568.000000 Penalty: 128518.421875
Iteration 109Q: 37 clusters Score -2.055776e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 47352 members 
Mstep: Class 4 contains 78845 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 93927 members 
Mstep: Class 7 contains 156239 members 
Mstep: Class 8 contains 12309 members 
Mstep: Class 9 contains 115546 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 175248 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 13 contains 22595 members 
Mstep: Class 14 contains 7523 members 
Mstep: Class 15 contains 169340 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110887 members 
Mstep: Class 18 contains 29133 members 
Mstep: Class 19 contains 246313 members 
Mstep: Class 20 contains 27058 members 
Mstep: Class 21 contains 62232 members 
Mstep: Class 22 contains 22509 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 9922 members 
Mstep: Class 25 contains 10446 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 9420 members 
Mstep: Class 29 contains 73159 members 
Mstep: Class 30 contains 34019 members 
Mstep: Class 31 contains 17524 members 
Mstep: Class 32 contains 20165 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 3212 members 
Mstep: Class 35 contains 9627 members 
Mstep: Class 36 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577872.000000 Penalty: 128518.421875
Iteration 110Q: 37 clusters Score -2.055779e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161057 members 
Mstep: Class 2 contains 11580 members 
Mstep: Class 3 contains 47347 members 
Mstep: Class 4 contains 78838 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 93880 members 
Mstep: Class 7 contains 156267 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115547 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175254 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 13 contains 22562 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 169343 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110885 members 
Mstep: Class 18 contains 29126 members 
Mstep: Class 19 contains 246212 members 
Mstep: Class 20 contains 27066 members 
Mstep: Class 21 contains 62258 members 
Mstep: Class 22 contains 22479 members 
Mstep: Class 23 contains 8687 members 
Mstep: Class 24 contains 9941 members 
Mstep: Class 25 contains 10454 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 73147 members 
Mstep: Class 30 contains 34123 members 
Mstep: Class 31 contains 17521 members 
Mstep: Class 32 contains 20200 members 
Mstep: Class 33 contains 973 members 
Mstep: Class 34 contains 3219 members 
Mstep: Class 35 contains 9635 members 
Mstep: Class 36 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577520.000000 Penalty: 128518.421875
Iteration 111Q: 37 clusters Score -2.055775e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161000 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 47348 members 
Mstep: Class 4 contains 78833 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 93829 members 
Mstep: Class 7 contains 156322 members 
Mstep: Class 8 contains 12298 members 
Mstep: Class 9 contains 115560 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175278 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 13 contains 22540 members 
Mstep: Class 14 contains 7550 members 
Mstep: Class 15 contains 169331 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110886 members 
Mstep: Class 18 contains 29122 members 
Mstep: Class 19 contains 246139 members 
Mstep: Class 20 contains 27055 members 
Mstep: Class 21 contains 62275 members 
Mstep: Class 22 contains 22448 members 
Mstep: Class 23 contains 8695 members 
Mstep: Class 24 contains 9946 members 
Mstep: Class 25 contains 10457 members 
Mstep: Class 26 contains 11676 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 9437 members 
Mstep: Class 29 contains 73124 members 
Mstep: Class 30 contains 34220 members 
Mstep: Class 31 contains 17520 members 
Mstep: Class 32 contains 20229 members 
Mstep: Class 33 contains 981 members 
Mstep: Class 34 contains 3231 members 
Mstep: Class 35 contains 9639 members 
Mstep: Class 36 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577920.000000 Penalty: 128518.421875
Iteration 112Q: 37 clusters Score -2.055779e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 11588 members 
Mstep: Class 3 contains 47345 members 
Mstep: Class 4 contains 78834 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 93772 members 
Mstep: Class 7 contains 156372 members 
Mstep: Class 8 contains 12297 members 
Mstep: Class 9 contains 115568 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 175294 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 7555 members 
Mstep: Class 15 contains 169317 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110872 members 
Mstep: Class 18 contains 29114 members 
Mstep: Class 19 contains 246068 members 
Mstep: Class 20 contains 27056 members 
Mstep: Class 21 contains 62291 members 
Mstep: Class 22 contains 22416 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 9960 members 
Mstep: Class 25 contains 10467 members 
Mstep: Class 26 contains 11678 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 9446 members 
Mstep: Class 29 contains 73100 members 
Mstep: Class 30 contains 34319 members 
Mstep: Class 31 contains 17513 members 
Mstep: Class 32 contains 20262 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 3248 members 
Mstep: Class 35 contains 9650 members 
Mstep: Class 36 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577984.000000 Penalty: 128518.421875
Iteration 113Q: 37 clusters Score -2.05578e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160859 members 
Mstep: Class 2 contains 11597 members 
Mstep: Class 3 contains 47335 members 
Mstep: Class 4 contains 78838 members 
Mstep: Class 5 contains 7495 members 
Mstep: Class 6 contains 93721 members 
Mstep: Class 7 contains 156441 members 
Mstep: Class 8 contains 12300 members 
Mstep: Class 9 contains 115562 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 175299 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 7564 members 
Mstep: Class 15 contains 169320 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110862 members 
Mstep: Class 18 contains 29113 members 
Mstep: Class 19 contains 245984 members 
Mstep: Class 20 contains 27039 members 
Mstep: Class 21 contains 62308 members 
Mstep: Class 22 contains 22387 members 
Mstep: Class 23 contains 8721 members 
Mstep: Class 24 contains 9967 members 
Mstep: Class 25 contains 10476 members 
Mstep: Class 26 contains 11677 members 
Mstep: Class 27 contains 1103 members 
Mstep: Class 28 contains 9457 members 
Mstep: Class 29 contains 73087 members 
Mstep: Class 30 contains 34404 members 
Mstep: Class 31 contains 17504 members 
Mstep: Class 32 contains 20293 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 3260 members 
Mstep: Class 35 contains 9657 members 
Mstep: Class 36 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577792.000000 Penalty: 128518.421875
Iteration 114Q: 37 clusters Score -2.055778e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 47329 members 
Mstep: Class 4 contains 78843 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 93672 members 
Mstep: Class 7 contains 156510 members 
Mstep: Class 8 contains 12301 members 
Mstep: Class 9 contains 115559 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175309 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 22510 members 
Mstep: Class 14 contains 7574 members 
Mstep: Class 15 contains 169314 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110849 members 
Mstep: Class 18 contains 29111 members 
Mstep: Class 19 contains 245902 members 
Mstep: Class 20 contains 27032 members 
Mstep: Class 21 contains 62334 members 
Mstep: Class 22 contains 22356 members 
Mstep: Class 23 contains 8734 members 
Mstep: Class 24 contains 9975 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 11672 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 73082 members 
Mstep: Class 30 contains 34475 members 
Mstep: Class 31 contains 17493 members 
Mstep: Class 32 contains 20330 members 
Mstep: Class 33 contains 993 members 
Mstep: Class 34 contains 3267 members 
Mstep: Class 35 contains 9671 members 
Mstep: Class 36 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577792.000000 Penalty: 128518.421875
Iteration 115Q: 37 clusters Score -2.055778e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160708 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 47324 members 
Mstep: Class 4 contains 78847 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 93644 members 
Mstep: Class 7 contains 156581 members 
Mstep: Class 8 contains 12303 members 
Mstep: Class 9 contains 115564 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 175306 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 22495 members 
Mstep: Class 14 contains 7578 members 
Mstep: Class 15 contains 169315 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110817 members 
Mstep: Class 18 contains 29114 members 
Mstep: Class 19 contains 245815 members 
Mstep: Class 20 contains 27006 members 
Mstep: Class 21 contains 62363 members 
Mstep: Class 22 contains 22327 members 
Mstep: Class 23 contains 8737 members 
Mstep: Class 24 contains 9985 members 
Mstep: Class 25 contains 10488 members 
Mstep: Class 26 contains 11669 members 
Mstep: Class 27 contains 1100 members 
Mstep: Class 28 contains 9479 members 
Mstep: Class 29 contains 73089 members 
Mstep: Class 30 contains 34557 members 
Mstep: Class 31 contains 17486 members 
Mstep: Class 32 contains 20355 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 3271 members 
Mstep: Class 35 contains 9681 members 
Mstep: Class 36 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577872.000000 Penalty: 128518.421875
Iteration 116Q: 37 clusters Score -2.055779e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160649 members 
Mstep: Class 2 contains 11620 members 
Mstep: Class 3 contains 47323 members 
Mstep: Class 4 contains 78857 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 93603 members 
Mstep: Class 7 contains 156629 members 
Mstep: Class 8 contains 12304 members 
Mstep: Class 9 contains 115575 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 175316 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 22471 members 
Mstep: Class 14 contains 7587 members 
Mstep: Class 15 contains 169325 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110803 members 
Mstep: Class 18 contains 29116 members 
Mstep: Class 19 contains 245735 members 
Mstep: Class 20 contains 26992 members 
Mstep: Class 21 contains 62385 members 
Mstep: Class 22 contains 22304 members 
Mstep: Class 23 contains 8742 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 10497 members 
Mstep: Class 26 contains 11666 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 73073 members 
Mstep: Class 30 contains 34643 members 
Mstep: Class 31 contains 17479 members 
Mstep: Class 32 contains 20383 members 
Mstep: Class 33 contains 1005 members 
Mstep: Class 34 contains 3274 members 
Mstep: Class 35 contains 9687 members 
Mstep: Class 36 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577984.000000 Penalty: 128518.421875
Iteration 117Q: 37 clusters Score -2.05578e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160593 members 
Mstep: Class 2 contains 11626 members 
Mstep: Class 3 contains 47319 members 
Mstep: Class 4 contains 78866 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 93559 members 
Mstep: Class 7 contains 156668 members 
Mstep: Class 8 contains 12304 members 
Mstep: Class 9 contains 115589 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 175328 members 
Mstep: Class 12 contains 12525 members 
Mstep: Class 13 contains 22460 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169344 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110788 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245648 members 
Mstep: Class 20 contains 26976 members 
Mstep: Class 21 contains 62405 members 
Mstep: Class 22 contains 22276 members 
Mstep: Class 23 contains 8743 members 
Mstep: Class 24 contains 9997 members 
Mstep: Class 25 contains 10504 members 
Mstep: Class 26 contains 11670 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 9493 members 
Mstep: Class 29 contains 73047 members 
Mstep: Class 30 contains 34723 members 
Mstep: Class 31 contains 17469 members 
Mstep: Class 32 contains 20417 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 3277 members 
Mstep: Class 35 contains 9693 members 
Mstep: Class 36 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205578144.000000 Penalty: 128518.421875
Iteration 118Q: 37 clusters Score -2.055781e+08 nChanged 804
Entering ConstructFrom: 
Score: -205578144.000000 Penalty: 128518.421875
Entering ConstructFrom: 
Trying to split cluster 1 (160534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160534 members 
Entering Unmasked Estep 
Score: -19260136.000000 Penalty: 2972.592773
	Iteration 0F: 2 clusters Score -1.926014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -19153752.000000 Penalty: 5945.185547
	Iteration 0F: 3 clusters Score -1.915375e+07 nChanged 76705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -19198456.000000 Penalty: 5945.185547
	Iteration 1F: 3 clusters Score -1.919846e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -19199356.000000 Penalty: 5945.185547
	Iteration 2Q: 3 clusters Score -1.919936e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -19200496.000000 Penalty: 5945.185547
	Iteration 3Q: 3 clusters Score -1.92005e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -19201932.000000 Penalty: 5945.185547
	Iteration 4Q: 3 clusters Score -1.920193e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -19203586.000000 Penalty: 5945.185547
	Iteration 5Q: 3 clusters Score -1.920359e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -19205974.000000 Penalty: 5945.185547
	Iteration 6Q: 3 clusters Score -1.920597e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -19209048.000000 Penalty: 5945.185547
	Iteration 7Q: 3 clusters Score -1.920905e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -19213118.000000 Penalty: 5945.185547
	Iteration 8F: 3 clusters Score -1.921312e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -19218816.000000 Penalty: 5945.185547
	Iteration 9F: 3 clusters Score -1.921882e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -19226908.000000 Penalty: 5945.185547
	Iteration 10F: 3 clusters Score -1.922691e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111639 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -19236152.000000 Penalty: 5945.185547
	Iteration 11F: 3 clusters Score -1.923615e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -19242876.000000 Penalty: 5945.185547
	Iteration 12F: 3 clusters Score -1.924288e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118722 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -19246534.000000 Penalty: 5945.185547
	Iteration 13Q: 3 clusters Score -1.924653e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -19248202.000000 Penalty: 5945.185547
	Iteration 14Q: 3 clusters Score -1.92482e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121872 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -19249200.000000 Penalty: 5945.185547
	Iteration 15Q: 3 clusters Score -1.92492e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123092 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -19250016.000000 Penalty: 5945.185547
	Iteration 16Q: 3 clusters Score -1.925002e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -19250600.000000 Penalty: 5945.185547
	Iteration 17Q: 3 clusters Score -1.92506e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125166 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -19251148.000000 Penalty: 5945.185547
	Iteration 18Q: 3 clusters Score -1.925115e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126076 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -19251490.000000 Penalty: 5945.185547
	Iteration 19Q: 3 clusters Score -1.925149e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126938 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -19251630.000000 Penalty: 5945.185547
	Iteration 20F: 3 clusters Score -1.925163e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127796 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -19251908.000000 Penalty: 5945.185547
	Iteration 21Q: 3 clusters Score -1.925191e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128673 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -19252124.000000 Penalty: 5945.185547
	Iteration 22Q: 3 clusters Score -1.925212e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129498 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -19252328.000000 Penalty: 5945.185547
	Iteration 23Q: 3 clusters Score -1.925233e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -19252498.000000 Penalty: 5945.185547
	Iteration 24Q: 3 clusters Score -1.92525e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -19252684.000000 Penalty: 5945.185547
	Iteration 25Q: 3 clusters Score -1.925268e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132002 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -19252720.000000 Penalty: 5945.185547
	Iteration 26Q: 3 clusters Score -1.925272e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132827 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -19252898.000000 Penalty: 5945.185547
	Iteration 27Q: 3 clusters Score -1.92529e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133613 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -19253090.000000 Penalty: 5945.185547
	Iteration 28Q: 3 clusters Score -1.925309e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -19253184.000000 Penalty: 5945.185547
	Iteration 29Q: 3 clusters Score -1.925318e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135160 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -19253338.000000 Penalty: 5945.185547
	Iteration 30Q: 3 clusters Score -1.925334e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135986 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -19253444.000000 Penalty: 5945.185547
	Iteration 31Q: 3 clusters Score -1.925344e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136818 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -19253622.000000 Penalty: 5945.185547
	Iteration 32Q: 3 clusters Score -1.925362e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137666 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -19253852.000000 Penalty: 5945.185547
	Iteration 33Q: 3 clusters Score -1.925385e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138462 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -19254022.000000 Penalty: 5945.185547
	Iteration 34Q: 3 clusters Score -1.925402e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139343 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -19254232.000000 Penalty: 5945.185547
	Iteration 35Q: 3 clusters Score -1.925423e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140215 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -19254374.000000 Penalty: 5945.185547
	Iteration 36Q: 3 clusters Score -1.925437e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141034 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -19254670.000000 Penalty: 5945.185547
	Iteration 37Q: 3 clusters Score -1.925467e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -19254806.000000 Penalty: 5945.185547
	Iteration 38Q: 3 clusters Score -1.925481e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142694 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -19254932.000000 Penalty: 5945.185547
	Iteration 39Q: 3 clusters Score -1.925493e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143481 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -19255124.000000 Penalty: 5945.185547
	Iteration 40F: 3 clusters Score -1.925512e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -19255344.000000 Penalty: 5945.185547
	Iteration 41Q: 3 clusters Score -1.925534e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -19255550.000000 Penalty: 5945.185547
	Iteration 42Q: 3 clusters Score -1.925555e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145826 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -19255750.000000 Penalty: 5945.185547
	Iteration 43Q: 3 clusters Score -1.925575e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146601 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -19255802.000000 Penalty: 5945.185547
	Iteration 44Q: 3 clusters Score -1.92558e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -19255872.000000 Penalty: 5945.185547
	Iteration 45Q: 3 clusters Score -1.925587e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -19256106.000000 Penalty: 5945.185547
	Iteration 46Q: 3 clusters Score -1.925611e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148837 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -19256248.000000 Penalty: 5945.185547
	Iteration 47Q: 3 clusters Score -1.925625e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -19256380.000000 Penalty: 5945.185547
	Iteration 48Q: 3 clusters Score -1.925638e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150206 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -19256454.000000 Penalty: 5945.185547
	Iteration 49Q: 3 clusters Score -1.925645e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -19256586.000000 Penalty: 5945.185547
	Iteration 50Q: 3 clusters Score -1.925659e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -19256760.000000 Penalty: 5945.185547
	Iteration 51Q: 3 clusters Score -1.925676e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -19256880.000000 Penalty: 5945.185547
	Iteration 52Q: 3 clusters Score -1.925688e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -19257046.000000 Penalty: 5945.185547
	Iteration 53Q: 3 clusters Score -1.925705e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -19257138.000000 Penalty: 5945.185547
	Iteration 54Q: 3 clusters Score -1.925714e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -19257178.000000 Penalty: 5945.185547
	Iteration 55Q: 3 clusters Score -1.925718e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -19257208.000000 Penalty: 5945.185547
	Iteration 56Q: 3 clusters Score -1.925721e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -19257248.000000 Penalty: 5945.185547
	Iteration 57Q: 3 clusters Score -1.925725e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -19257352.000000 Penalty: 5945.185547
	Iteration 58Q: 3 clusters Score -1.925735e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -19257454.000000 Penalty: 5945.185547
	Iteration 59Q: 3 clusters Score -1.925745e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -19257504.000000 Penalty: 5945.185547
	Iteration 60F: 3 clusters Score -1.92575e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -19257562.000000 Penalty: 5945.185547
	Iteration 61Q: 3 clusters Score -1.925756e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -19257570.000000 Penalty: 5945.185547
	Iteration 62Q: 3 clusters Score -1.925757e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -19257594.000000 Penalty: 5945.185547
	Iteration 63Q: 3 clusters Score -1.925759e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -19257590.000000 Penalty: 5945.185547
	Iteration 64Q: 3 clusters Score -1.925759e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156743 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -19257588.000000 Penalty: 5945.185547
	Iteration 65Q: 3 clusters Score -1.925759e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -19257584.000000 Penalty: 5945.185547
	Iteration 66Q: 3 clusters Score -1.925758e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -19257622.000000 Penalty: 5945.185547
	Iteration 67Q: 3 clusters Score -1.925762e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19257628.000000 Penalty: 5945.185547
	Iteration 68Q: 3 clusters Score -1.925763e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -19257636.000000 Penalty: 5945.185547
	Iteration 69Q: 3 clusters Score -1.925764e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -19257650.000000 Penalty: 5945.185547
	Iteration 70Q: 3 clusters Score -1.925765e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -19257702.000000 Penalty: 5945.185547
	Iteration 71Q: 3 clusters Score -1.92577e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -19257674.000000 Penalty: 5945.185547
	Iteration 72Q: 3 clusters Score -1.925767e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157709 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -19257708.000000 Penalty: 5945.185547
	Iteration 73Q: 3 clusters Score -1.925771e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157791 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -19257744.000000 Penalty: 5945.185547
	Iteration 74Q: 3 clusters Score -1.925774e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19257704.000000 Penalty: 5945.185547
	Iteration 75Q: 3 clusters Score -1.92577e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157933 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -19257726.000000 Penalty: 5945.185547
	Iteration 76Q: 3 clusters Score -1.925773e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -19257738.000000 Penalty: 5945.185547
	Iteration 77Q: 3 clusters Score -1.925774e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -19257758.000000 Penalty: 5945.185547
	Iteration 78Q: 3 clusters Score -1.925776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -19257776.000000 Penalty: 5945.185547
	Iteration 79Q: 3 clusters Score -1.925778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158103 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19257804.000000 Penalty: 5945.185547
	Iteration 80F: 3 clusters Score -1.92578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158133 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19257802.000000 Penalty: 5945.185547
	Iteration 81Q: 3 clusters Score -1.92578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -19257800.000000 Penalty: 5945.185547
	Iteration 82Q: 3 clusters Score -1.92578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158182 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -19257782.000000 Penalty: 5945.185547
	Iteration 83Q: 3 clusters Score -1.925778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158208 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19257808.000000 Penalty: 5945.185547
	Iteration 84Q: 3 clusters Score -1.925781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158240 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -19257790.000000 Penalty: 5945.185547
	Iteration 85Q: 3 clusters Score -1.925779e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158275 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -19257808.000000 Penalty: 5945.185547
	Iteration 86Q: 3 clusters Score -1.925781e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -19257804.000000 Penalty: 5945.185547
	Iteration 87Q: 3 clusters Score -1.92578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -19257814.000000 Penalty: 5945.185547
	Iteration 88Q: 3 clusters Score -1.925781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158380 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -19257790.000000 Penalty: 5945.185547
	Iteration 89Q: 3 clusters Score -1.925779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158408 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -19257792.000000 Penalty: 5945.185547
	Iteration 90Q: 3 clusters Score -1.925779e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -19257814.000000 Penalty: 5945.185547
	Iteration 91Q: 3 clusters Score -1.925781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158471 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -19257828.000000 Penalty: 5945.185547
	Iteration 92Q: 3 clusters Score -1.925783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19257832.000000 Penalty: 5945.185547
	Iteration 93Q: 3 clusters Score -1.925783e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -19257834.000000 Penalty: 5945.185547
	Iteration 94Q: 3 clusters Score -1.925783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19257856.000000 Penalty: 5945.185547
	Iteration 95Q: 3 clusters Score -1.925786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -19257854.000000 Penalty: 5945.185547
	Iteration 96Q: 3 clusters Score -1.925785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19257852.000000 Penalty: 5945.185547
	Iteration 97Q: 3 clusters Score -1.925785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -19257838.000000 Penalty: 5945.185547
	Iteration 98Q: 3 clusters Score -1.925784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -19257834.000000 Penalty: 5945.185547
	Iteration 99Q: 3 clusters Score -1.925783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -19257836.000000 Penalty: 5945.185547
	Iteration 100F: 3 clusters Score -1.925784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19257840.000000 Penalty: 5945.185547
	Iteration 101Q: 3 clusters Score -1.925784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19257848.000000 Penalty: 5945.185547
	Iteration 102Q: 3 clusters Score -1.925785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158691 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19257842.000000 Penalty: 5945.185547
	Iteration 103Q: 3 clusters Score -1.925784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158704 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -19257850.000000 Penalty: 5945.185547
	Iteration 104Q: 3 clusters Score -1.925785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19257852.000000 Penalty: 5945.185547
	Iteration 105Q: 3 clusters Score -1.925785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158723 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -19257856.000000 Penalty: 5945.185547
	Iteration 106Q: 3 clusters Score -1.925786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158734 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -19257868.000000 Penalty: 5945.185547
	Iteration 107Q: 3 clusters Score -1.925787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19257882.000000 Penalty: 5945.185547
	Iteration 108Q: 3 clusters Score -1.925788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158753 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19257874.000000 Penalty: 5945.185547
	Iteration 109Q: 3 clusters Score -1.925787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19257870.000000 Penalty: 5945.185547
	Iteration 110Q: 3 clusters Score -1.925787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158769 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19257852.000000 Penalty: 5945.185547
	Iteration 111Q: 3 clusters Score -1.925785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158774 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19257860.000000 Penalty: 5945.185547
	Iteration 112Q: 3 clusters Score -1.925786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158779 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -19257858.000000 Penalty: 5945.185547
	Iteration 113Q: 3 clusters Score -1.925786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158784 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -19257872.000000 Penalty: 5945.185547
	Iteration 114Q: 3 clusters Score -1.925787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -19257872.000000 Penalty: 5945.185547
	Iteration 115Q: 3 clusters Score -1.925787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -19257874.000000 Penalty: 5945.185547
	Iteration 116Q: 3 clusters Score -1.925787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19257866.000000 Penalty: 5945.185547
	Iteration 117Q: 3 clusters Score -1.925787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19257884.000000 Penalty: 5945.185547
	Iteration 118Q: 3 clusters Score -1.925788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -19257872.000000 Penalty: 5945.185547
	Iteration 119Q: 3 clusters Score -1.925787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -19257886.000000 Penalty: 5945.185547
	Iteration 120F: 3 clusters Score -1.925789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158805 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19257882.000000 Penalty: 5945.185547
	Iteration 121Q: 3 clusters Score -1.925788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -19257882.000000 Penalty: 5945.185547
	Iteration 122Q: 3 clusters Score -1.925788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158814 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19257900.000000 Penalty: 5945.185547
	Iteration 123Q: 3 clusters Score -1.92579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158823 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -19257890.000000 Penalty: 5945.185547
	Iteration 124Q: 3 clusters Score -1.925789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158834 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19257904.000000 Penalty: 5945.185547
	Iteration 125Q: 3 clusters Score -1.92579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158840 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19257924.000000 Penalty: 5945.185547
	Iteration 126Q: 3 clusters Score -1.925792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158843 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19257922.000000 Penalty: 5945.185547
	Iteration 127Q: 3 clusters Score -1.925792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158846 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19257910.000000 Penalty: 5945.185547
	Iteration 128Q: 3 clusters Score -1.925791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158849 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19257910.000000 Penalty: 5945.185547
	Iteration 129Q: 3 clusters Score -1.925791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19257906.000000 Penalty: 5945.185547
	Iteration 130Q: 3 clusters Score -1.925791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19257904.000000 Penalty: 5945.185547
	Iteration 131Q: 3 clusters Score -1.92579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19257904.000000 Penalty: 5945.185547
	Iteration 132Q: 3 clusters Score -1.92579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19257904.000000 Penalty: 5945.185547
	Iteration 133F: 3 clusters Score -1.92579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Entering Unmasked Estep 
Score: -1267694.625000 Penalty: 2321.463867
	Iteration 0F: 2 clusters Score -1267695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1258980.375000 Penalty: 4642.927734
	Iteration 0F: 3 clusters Score -1258980 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1261908.125000 Penalty: 4642.927734
	Iteration 1F: 3 clusters Score -1261908 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1262689.125000 Penalty: 4642.927734
	Iteration 2F: 3 clusters Score -1262689 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1263675.375000 Penalty: 4642.927734
	Iteration 3F: 3 clusters Score -1263675 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1264723.125000 Penalty: 4642.927734
	Iteration 4F: 3 clusters Score -1264723 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1265712.500000 Penalty: 4642.927734
	Iteration 5F: 3 clusters Score -1265712 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1266434.250000 Penalty: 4642.927734
	Iteration 6F: 3 clusters Score -1266434 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1266878.625000 Penalty: 4642.927734
	Iteration 7Q: 3 clusters Score -1266879 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1267102.250000 Penalty: 4642.927734
	Iteration 8Q: 3 clusters Score -1267102 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1267227.000000 Penalty: 4642.927734
	Iteration 9Q: 3 clusters Score -1267227 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1267297.500000 Penalty: 4642.927734
	Iteration 10Q: 3 clusters Score -1267298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1267329.000000 Penalty: 4642.927734
	Iteration 11Q: 3 clusters Score -1267329 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1267345.625000 Penalty: 4642.927734
	Iteration 12Q: 3 clusters Score -1267346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1267355.875000 Penalty: 4642.927734
	Iteration 13Q: 3 clusters Score -1267356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1267363.625000 Penalty: 4642.927734
	Iteration 14Q: 3 clusters Score -1267364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1267368.125000 Penalty: 4642.927734
	Iteration 15Q: 3 clusters Score -1267368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1267375.000000 Penalty: 4642.927734
	Iteration 16Q: 3 clusters Score -1267375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1267380.750000 Penalty: 4642.927734
	Iteration 17Q: 3 clusters Score -1267381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1267383.250000 Penalty: 4642.927734
	Iteration 18Q: 3 clusters Score -1267383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1267386.000000 Penalty: 4642.927734
	Iteration 19Q: 3 clusters Score -1267386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1267387.750000 Penalty: 4642.927734
	Iteration 20F: 3 clusters Score -1267388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1267387.125000 Penalty: 4642.927734
	Iteration 21Q: 3 clusters Score -1267387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1267385.750000 Penalty: 4642.927734
	Iteration 22Q: 3 clusters Score -1267386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1267386.500000 Penalty: 4642.927734
	Iteration 23Q: 3 clusters Score -1267386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1267386.500000 Penalty: 4642.927734
	Iteration 24F: 3 clusters Score -1267386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Entering Unmasked Estep 
Score: -5551739.500000 Penalty: 2669.653076
	Iteration 0F: 2 clusters Score -5551740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5519767.500000 Penalty: 5339.306152
	Iteration 0F: 3 clusters Score -5519768 nChanged 21825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5532017.000000 Penalty: 5339.306152
	Iteration 1F: 3 clusters Score -5532017 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5532652.000000 Penalty: 5339.306152
	Iteration 2Q: 3 clusters Score -5532652 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5533290.000000 Penalty: 5339.306152
	Iteration 3Q: 3 clusters Score -5533290 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5533979.500000 Penalty: 5339.306152
	Iteration 4Q: 3 clusters Score -5533980 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5534863.500000 Penalty: 5339.306152
	Iteration 5Q: 3 clusters Score -5534864 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -5536094.000000 Penalty: 5339.306152
	Iteration 6F: 3 clusters Score -5536094 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5537699.500000 Penalty: 5339.306152
	Iteration 7F: 3 clusters Score -5537700 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -5539642.000000 Penalty: 5339.306152
	Iteration 8F: 3 clusters Score -5539642 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5541418.000000 Penalty: 5339.306152
	Iteration 9F: 3 clusters Score -5541418 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -5543008.000000 Penalty: 5339.306152
	Iteration 10F: 3 clusters Score -5543008 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -5544366.000000 Penalty: 5339.306152
	Iteration 11Q: 3 clusters Score -5544366 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -5545370.500000 Penalty: 5339.306152
	Iteration 12Q: 3 clusters Score -5545370 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -5546290.000000 Penalty: 5339.306152
	Iteration 13Q: 3 clusters Score -5546290 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5547077.000000 Penalty: 5339.306152
	Iteration 14Q: 3 clusters Score -5547077 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5547710.500000 Penalty: 5339.306152
	Iteration 15Q: 3 clusters Score -5547710 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5548240.500000 Penalty: 5339.306152
	Iteration 16Q: 3 clusters Score -5548240 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5548647.500000 Penalty: 5339.306152
	Iteration 17Q: 3 clusters Score -5548648 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5548908.500000 Penalty: 5339.306152
	Iteration 18Q: 3 clusters Score -5548908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5549066.000000 Penalty: 5339.306152
	Iteration 19Q: 3 clusters Score -5549066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5549178.500000 Penalty: 5339.306152
	Iteration 20F: 3 clusters Score -5549178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5549272.000000 Penalty: 5339.306152
	Iteration 21Q: 3 clusters Score -5549272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5549360.000000 Penalty: 5339.306152
	Iteration 22Q: 3 clusters Score -5549360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5549420.500000 Penalty: 5339.306152
	Iteration 23Q: 3 clusters Score -5549420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5549482.000000 Penalty: 5339.306152
	Iteration 24Q: 3 clusters Score -5549482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5549495.500000 Penalty: 5339.306152
	Iteration 25Q: 3 clusters Score -5549496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5549523.000000 Penalty: 5339.306152
	Iteration 26Q: 3 clusters Score -5549523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5549545.500000 Penalty: 5339.306152
	Iteration 27Q: 3 clusters Score -5549546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5549572.500000 Penalty: 5339.306152
	Iteration 28Q: 3 clusters Score -5549572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5549582.000000 Penalty: 5339.306152
	Iteration 29Q: 3 clusters Score -5549582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5549592.500000 Penalty: 5339.306152
	Iteration 30Q: 3 clusters Score -5549592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5549589.500000 Penalty: 5339.306152
	Iteration 31Q: 3 clusters Score -5549590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5549596.000000 Penalty: 5339.306152
	Iteration 32Q: 3 clusters Score -5549596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5549605.500000 Penalty: 5339.306152
	Iteration 33Q: 3 clusters Score -5549606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5549609.000000 Penalty: 5339.306152
	Iteration 34Q: 3 clusters Score -5549609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5549614.500000 Penalty: 5339.306152
	Iteration 35Q: 3 clusters Score -5549614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5549622.500000 Penalty: 5339.306152
	Iteration 36Q: 3 clusters Score -5549622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5549623.000000 Penalty: 5339.306152
	Iteration 37Q: 3 clusters Score -5549623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5549634.500000 Penalty: 5339.306152
	Iteration 38Q: 3 clusters Score -5549634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5549631.500000 Penalty: 5339.306152
	Iteration 39Q: 3 clusters Score -5549632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5549628.000000 Penalty: 5339.306152
	Iteration 40F: 3 clusters Score -5549628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5549629.000000 Penalty: 5339.306152
	Iteration 41Q: 3 clusters Score -5549629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5549633.500000 Penalty: 5339.306152
	Iteration 42Q: 3 clusters Score -5549634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5549632.500000 Penalty: 5339.306152
	Iteration 43Q: 3 clusters Score -5549632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5549634.000000 Penalty: 5339.306152
	Iteration 44Q: 3 clusters Score -5549634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5549634.500000 Penalty: 5339.306152
	Iteration 45Q: 3 clusters Score -5549634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5549639.500000 Penalty: 5339.306152
	Iteration 46Q: 3 clusters Score -5549640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5549646.000000 Penalty: 5339.306152
	Iteration 47Q: 3 clusters Score -5549646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5549647.000000 Penalty: 5339.306152
	Iteration 48Q: 3 clusters Score -5549647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5549653.500000 Penalty: 5339.306152
	Iteration 49Q: 3 clusters Score -5549654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5549668.500000 Penalty: 5339.306152
	Iteration 50Q: 3 clusters Score -5549668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5549663.000000 Penalty: 5339.306152
	Iteration 51Q: 3 clusters Score -5549663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5549669.500000 Penalty: 5339.306152
	Iteration 52Q: 3 clusters Score -5549670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5549665.500000 Penalty: 5339.306152
	Iteration 53Q: 3 clusters Score -5549666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5549666.000000 Penalty: 5339.306152
	Iteration 54Q: 3 clusters Score -5549666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5549669.000000 Penalty: 5339.306152
	Iteration 55Q: 3 clusters Score -5549669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5549671.500000 Penalty: 5339.306152
	Iteration 56Q: 3 clusters Score -5549672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5549670.500000 Penalty: 5339.306152
	Iteration 57Q: 3 clusters Score -5549670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5549670.500000 Penalty: 5339.306152
	Iteration 58F: 3 clusters Score -5549670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (78881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Entering Unmasked Estep 
Score: -9359777.000000 Penalty: 2796.372559
	Iteration 0F: 2 clusters Score -9359777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -9306993.000000 Penalty: 5592.745117
	Iteration 0F: 3 clusters Score -9306993 nChanged 37024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -9328278.000000 Penalty: 5592.745117
	Iteration 1F: 3 clusters Score -9328278 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -9329222.000000 Penalty: 5592.745117
	Iteration 2Q: 3 clusters Score -9329222 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -9330510.000000 Penalty: 5592.745117
	Iteration 3Q: 3 clusters Score -9330510 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -9332237.000000 Penalty: 5592.745117
	Iteration 4Q: 3 clusters Score -9332237 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -9334781.000000 Penalty: 5592.745117
	Iteration 5F: 3 clusters Score -9334781 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -9338061.000000 Penalty: 5592.745117
	Iteration 6F: 3 clusters Score -9338061 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -9341899.000000 Penalty: 5592.745117
	Iteration 7F: 3 clusters Score -9341899 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -9345618.000000 Penalty: 5592.745117
	Iteration 8F: 3 clusters Score -9345618 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -9348721.000000 Penalty: 5592.745117
	Iteration 9F: 3 clusters Score -9348721 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -9351215.000000 Penalty: 5592.745117
	Iteration 10Q: 3 clusters Score -9351215 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -9353095.000000 Penalty: 5592.745117
	Iteration 11Q: 3 clusters Score -9353095 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9354619.000000 Penalty: 5592.745117
	Iteration 12Q: 3 clusters Score -9354619 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -9355595.000000 Penalty: 5592.745117
	Iteration 13Q: 3 clusters Score -9355595 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -9356201.000000 Penalty: 5592.745117
	Iteration 14Q: 3 clusters Score -9356201 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9356576.000000 Penalty: 5592.745117
	Iteration 15Q: 3 clusters Score -9356576 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -9356834.000000 Penalty: 5592.745117
	Iteration 16Q: 3 clusters Score -9356834 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -9357022.000000 Penalty: 5592.745117
	Iteration 17Q: 3 clusters Score -9357022 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -9357151.000000 Penalty: 5592.745117
	Iteration 18Q: 3 clusters Score -9357151 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -9357234.000000 Penalty: 5592.745117
	Iteration 19Q: 3 clusters Score -9357234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -9357298.000000 Penalty: 5592.745117
	Iteration 20F: 3 clusters Score -9357298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -9357335.000000 Penalty: 5592.745117
	Iteration 21Q: 3 clusters Score -9357335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -9357404.000000 Penalty: 5592.745117
	Iteration 22Q: 3 clusters Score -9357404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -9357418.000000 Penalty: 5592.745117
	Iteration 23Q: 3 clusters Score -9357418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -9357435.000000 Penalty: 5592.745117
	Iteration 24Q: 3 clusters Score -9357435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -9357447.000000 Penalty: 5592.745117
	Iteration 25Q: 3 clusters Score -9357447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -9357476.000000 Penalty: 5592.745117
	Iteration 26Q: 3 clusters Score -9357476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -9357480.000000 Penalty: 5592.745117
	Iteration 27Q: 3 clusters Score -9357480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -9357479.000000 Penalty: 5592.745117
	Iteration 28Q: 3 clusters Score -9357479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -9357478.000000 Penalty: 5592.745117
	Iteration 29Q: 3 clusters Score -9357478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -9357483.000000 Penalty: 5592.745117
	Iteration 30Q: 3 clusters Score -9357483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -9357488.000000 Penalty: 5592.745117
	Iteration 31Q: 3 clusters Score -9357488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -9357491.000000 Penalty: 5592.745117
	Iteration 32Q: 3 clusters Score -9357491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -9357486.000000 Penalty: 5592.745117
	Iteration 33Q: 3 clusters Score -9357486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -9357491.000000 Penalty: 5592.745117
	Iteration 34Q: 3 clusters Score -9357491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -9357490.000000 Penalty: 5592.745117
	Iteration 35Q: 3 clusters Score -9357490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -9357489.000000 Penalty: 5592.745117
	Iteration 36Q: 3 clusters Score -9357489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -9357490.000000 Penalty: 5592.745117
	Iteration 37Q: 3 clusters Score -9357490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -9357489.000000 Penalty: 5592.745117
	Iteration 38Q: 3 clusters Score -9357489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -9357488.000000 Penalty: 5592.745117
	Iteration 39Q: 3 clusters Score -9357488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -9357482.000000 Penalty: 5592.745117
	Iteration 40F: 3 clusters Score -9357482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -9357485.000000 Penalty: 5592.745117
	Iteration 41Q: 3 clusters Score -9357485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -9357504.000000 Penalty: 5592.745117
	Iteration 42Q: 3 clusters Score -9357504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -9357499.000000 Penalty: 5592.745117
	Iteration 43Q: 3 clusters Score -9357499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -9357511.000000 Penalty: 5592.745117
	Iteration 44Q: 3 clusters Score -9357511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -9357511.000000 Penalty: 5592.745117
	Iteration 45Q: 3 clusters Score -9357511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -9357509.000000 Penalty: 5592.745117
	Iteration 46Q: 3 clusters Score -9357509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -9357517.000000 Penalty: 5592.745117
	Iteration 47Q: 3 clusters Score -9357517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -9357514.000000 Penalty: 5592.745117
	Iteration 48Q: 3 clusters Score -9357514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -9357519.000000 Penalty: 5592.745117
	Iteration 49Q: 3 clusters Score -9357519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -9357515.000000 Penalty: 5592.745117
	Iteration 50Q: 3 clusters Score -9357515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -9357519.000000 Penalty: 5592.745117
	Iteration 51Q: 3 clusters Score -9357519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -9357523.000000 Penalty: 5592.745117
	Iteration 52Q: 3 clusters Score -9357523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -9357526.000000 Penalty: 5592.745117
	Iteration 53Q: 3 clusters Score -9357526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -9357526.000000 Penalty: 5592.745117
	Iteration 54Q: 3 clusters Score -9357526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -9357528.000000 Penalty: 5592.745117
	Iteration 55Q: 3 clusters Score -9357528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -9357529.000000 Penalty: 5592.745117
	Iteration 56Q: 3 clusters Score -9357529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -9357529.000000 Penalty: 5592.745117
	Iteration 57F: 3 clusters Score -9357529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Entering Unmasked Estep 
Score: -820330.562500 Penalty: 2214.762695
	Iteration 0F: 2 clusters Score -820330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -814277.000000 Penalty: 4429.525391
	Iteration 0F: 3 clusters Score -814277 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -815981.500000 Penalty: 4429.525391
	Iteration 1F: 3 clusters Score -815981.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -816306.937500 Penalty: 4429.525391
	Iteration 2F: 3 clusters Score -816306.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -816602.812500 Penalty: 4429.525391
	Iteration 3F: 3 clusters Score -816602.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -816853.312500 Penalty: 4429.525391
	Iteration 4F: 3 clusters Score -816853.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -817043.375000 Penalty: 4429.525391
	Iteration 5Q: 3 clusters Score -817043.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -817185.437500 Penalty: 4429.525391
	Iteration 6Q: 3 clusters Score -817185.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -817293.625000 Penalty: 4429.525391
	Iteration 7Q: 3 clusters Score -817293.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -817381.562500 Penalty: 4429.525391
	Iteration 8Q: 3 clusters Score -817381.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -817463.812500 Penalty: 4429.525391
	Iteration 9Q: 3 clusters Score -817463.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -817537.187500 Penalty: 4429.525391
	Iteration 10Q: 3 clusters Score -817537.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -817591.562500 Penalty: 4429.525391
	Iteration 11Q: 3 clusters Score -817591.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -817634.062500 Penalty: 4429.525391
	Iteration 12Q: 3 clusters Score -817634.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -817670.875000 Penalty: 4429.525391
	Iteration 13Q: 3 clusters Score -817670.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -817709.000000 Penalty: 4429.525391
	Iteration 14Q: 3 clusters Score -817709 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -817751.500000 Penalty: 4429.525391
	Iteration 15Q: 3 clusters Score -817751.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -817787.625000 Penalty: 4429.525391
	Iteration 16Q: 3 clusters Score -817787.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -817822.937500 Penalty: 4429.525391
	Iteration 17Q: 3 clusters Score -817822.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -817846.250000 Penalty: 4429.525391
	Iteration 18Q: 3 clusters Score -817846.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -817867.500000 Penalty: 4429.525391
	Iteration 19Q: 3 clusters Score -817867.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -817881.500000 Penalty: 4429.525391
	Iteration 20F: 3 clusters Score -817881.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -817896.000000 Penalty: 4429.525391
	Iteration 21Q: 3 clusters Score -817896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -817909.937500 Penalty: 4429.525391
	Iteration 22Q: 3 clusters Score -817909.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -817924.562500 Penalty: 4429.525391
	Iteration 23Q: 3 clusters Score -817924.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -817940.750000 Penalty: 4429.525391
	Iteration 24Q: 3 clusters Score -817940.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -817959.125000 Penalty: 4429.525391
	Iteration 25Q: 3 clusters Score -817959.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -817972.187500 Penalty: 4429.525391
	Iteration 26Q: 3 clusters Score -817972.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -817988.312500 Penalty: 4429.525391
	Iteration 27Q: 3 clusters Score -817988.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -818007.000000 Penalty: 4429.525391
	Iteration 28Q: 3 clusters Score -818007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -818031.062500 Penalty: 4429.525391
	Iteration 29Q: 3 clusters Score -818031.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -818061.500000 Penalty: 4429.525391
	Iteration 30Q: 3 clusters Score -818061.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -818097.750000 Penalty: 4429.525391
	Iteration 31Q: 3 clusters Score -818097.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -818142.000000 Penalty: 4429.525391
	Iteration 32Q: 3 clusters Score -818142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -818179.375000 Penalty: 4429.525391
	Iteration 33Q: 3 clusters Score -818179.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -818206.625000 Penalty: 4429.525391
	Iteration 34Q: 3 clusters Score -818206.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -818231.875000 Penalty: 4429.525391
	Iteration 35Q: 3 clusters Score -818231.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -818262.000000 Penalty: 4429.525391
	Iteration 36Q: 3 clusters Score -818262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -818293.312500 Penalty: 4429.525391
	Iteration 37Q: 3 clusters Score -818293.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -818329.375000 Penalty: 4429.525391
	Iteration 38Q: 3 clusters Score -818329.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -818357.750000 Penalty: 4429.525391
	Iteration 39Q: 3 clusters Score -818357.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -818390.062500 Penalty: 4429.525391
	Iteration 40F: 3 clusters Score -818390.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -818415.875000 Penalty: 4429.525391
	Iteration 41Q: 3 clusters Score -818415.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -818441.937500 Penalty: 4429.525391
	Iteration 42Q: 3 clusters Score -818441.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -818475.437500 Penalty: 4429.525391
	Iteration 43Q: 3 clusters Score -818475.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -818510.125000 Penalty: 4429.525391
	Iteration 44Q: 3 clusters Score -818510.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -818541.125000 Penalty: 4429.525391
	Iteration 45Q: 3 clusters Score -818541.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -818564.062500 Penalty: 4429.525391
	Iteration 46Q: 3 clusters Score -818564.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -818597.750000 Penalty: 4429.525391
	Iteration 47Q: 3 clusters Score -818597.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -818637.187500 Penalty: 4429.525391
	Iteration 48Q: 3 clusters Score -818637.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -818666.937500 Penalty: 4429.525391
	Iteration 49Q: 3 clusters Score -818666.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -818693.187500 Penalty: 4429.525391
	Iteration 50Q: 3 clusters Score -818693.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -818725.250000 Penalty: 4429.525391
	Iteration 51Q: 3 clusters Score -818725.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -818758.062500 Penalty: 4429.525391
	Iteration 52Q: 3 clusters Score -818758.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -818781.500000 Penalty: 4429.525391
	Iteration 53Q: 3 clusters Score -818781.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -818800.375000 Penalty: 4429.525391
	Iteration 54Q: 3 clusters Score -818800.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -818817.562500 Penalty: 4429.525391
	Iteration 55Q: 3 clusters Score -818817.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -818831.812500 Penalty: 4429.525391
	Iteration 56Q: 3 clusters Score -818831.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -818848.375000 Penalty: 4429.525391
	Iteration 57Q: 3 clusters Score -818848.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -818870.062500 Penalty: 4429.525391
	Iteration 58Q: 3 clusters Score -818870.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -818880.875000 Penalty: 4429.525391
	Iteration 59Q: 3 clusters Score -818880.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -818890.562500 Penalty: 4429.525391
	Iteration 60F: 3 clusters Score -818890.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -818899.375000 Penalty: 4429.525391
	Iteration 61Q: 3 clusters Score -818899.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -818911.562500 Penalty: 4429.525391
	Iteration 62Q: 3 clusters Score -818911.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -818927.000000 Penalty: 4429.525391
	Iteration 63Q: 3 clusters Score -818927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -818938.937500 Penalty: 4429.525391
	Iteration 64Q: 3 clusters Score -818938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -818946.750000 Penalty: 4429.525391
	Iteration 65Q: 3 clusters Score -818946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -818960.437500 Penalty: 4429.525391
	Iteration 66Q: 3 clusters Score -818960.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -818968.375000 Penalty: 4429.525391
	Iteration 67Q: 3 clusters Score -818968.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -818973.562500 Penalty: 4429.525391
	Iteration 68Q: 3 clusters Score -818973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -818976.062500 Penalty: 4429.525391
	Iteration 69Q: 3 clusters Score -818976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -818976.750000 Penalty: 4429.525391
	Iteration 70Q: 3 clusters Score -818976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -818981.375000 Penalty: 4429.525391
	Iteration 71Q: 3 clusters Score -818981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -818984.812500 Penalty: 4429.525391
	Iteration 72Q: 3 clusters Score -818984.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -818986.937500 Penalty: 4429.525391
	Iteration 73Q: 3 clusters Score -818986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -818989.687500 Penalty: 4429.525391
	Iteration 74Q: 3 clusters Score -818989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -818990.500000 Penalty: 4429.525391
	Iteration 75Q: 3 clusters Score -818990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -818990.500000 Penalty: 4429.525391
	Iteration 76F: 3 clusters Score -818990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Entering Unmasked Estep 
Score: -11132293.000000 Penalty: 2838.609375
	Iteration 0F: 2 clusters Score -1.113229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -11069504.000000 Penalty: 5677.218750
	Iteration 0F: 3 clusters Score -1.10695e+07 nChanged 44194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -11095147.000000 Penalty: 5677.218750
	Iteration 1F: 3 clusters Score -1.109515e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -11096493.000000 Penalty: 5677.218750
	Iteration 2Q: 3 clusters Score -1.109649e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -11098415.000000 Penalty: 5677.218750
	Iteration 3Q: 3 clusters Score -1.109842e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -11101560.000000 Penalty: 5677.218750
	Iteration 4F: 3 clusters Score -1.110156e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -11106159.000000 Penalty: 5677.218750
	Iteration 5F: 3 clusters Score -1.110616e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -11112175.000000 Penalty: 5677.218750
	Iteration 6F: 3 clusters Score -1.111218e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -11118037.000000 Penalty: 5677.218750
	Iteration 7F: 3 clusters Score -1.111804e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -11122151.000000 Penalty: 5677.218750
	Iteration 8Q: 3 clusters Score -1.112215e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -11124334.000000 Penalty: 5677.218750
	Iteration 9Q: 3 clusters Score -1.112433e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -11125277.000000 Penalty: 5677.218750
	Iteration 10Q: 3 clusters Score -1.112528e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -11125796.000000 Penalty: 5677.218750
	Iteration 11Q: 3 clusters Score -1.11258e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -11126109.000000 Penalty: 5677.218750
	Iteration 12Q: 3 clusters Score -1.112611e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -11126325.000000 Penalty: 5677.218750
	Iteration 13Q: 3 clusters Score -1.112632e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -11126592.000000 Penalty: 5677.218750
	Iteration 14Q: 3 clusters Score -1.112659e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -11126836.000000 Penalty: 5677.218750
	Iteration 15Q: 3 clusters Score -1.112684e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -11127035.000000 Penalty: 5677.218750
	Iteration 16Q: 3 clusters Score -1.112704e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -11127199.000000 Penalty: 5677.218750
	Iteration 17Q: 3 clusters Score -1.11272e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -11127368.000000 Penalty: 5677.218750
	Iteration 18Q: 3 clusters Score -1.112737e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -11127559.000000 Penalty: 5677.218750
	Iteration 19Q: 3 clusters Score -1.112756e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -11127740.000000 Penalty: 5677.218750
	Iteration 20F: 3 clusters Score -1.112774e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -11127859.000000 Penalty: 5677.218750
	Iteration 21Q: 3 clusters Score -1.112786e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -11128031.000000 Penalty: 5677.218750
	Iteration 22Q: 3 clusters Score -1.112803e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -11128169.000000 Penalty: 5677.218750
	Iteration 23Q: 3 clusters Score -1.112817e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -11128316.000000 Penalty: 5677.218750
	Iteration 24Q: 3 clusters Score -1.112832e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -11128462.000000 Penalty: 5677.218750
	Iteration 25Q: 3 clusters Score -1.112846e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -11128636.000000 Penalty: 5677.218750
	Iteration 26Q: 3 clusters Score -1.112864e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -11128762.000000 Penalty: 5677.218750
	Iteration 27Q: 3 clusters Score -1.112876e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -11128946.000000 Penalty: 5677.218750
	Iteration 28Q: 3 clusters Score -1.112895e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -11129034.000000 Penalty: 5677.218750
	Iteration 29Q: 3 clusters Score -1.112903e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -11129135.000000 Penalty: 5677.218750
	Iteration 30Q: 3 clusters Score -1.112914e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11129248.000000 Penalty: 5677.218750
	Iteration 31Q: 3 clusters Score -1.112925e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -11129317.000000 Penalty: 5677.218750
	Iteration 32Q: 3 clusters Score -1.112932e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11129352.000000 Penalty: 5677.218750
	Iteration 33Q: 3 clusters Score -1.112935e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -11129420.000000 Penalty: 5677.218750
	Iteration 34Q: 3 clusters Score -1.112942e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -11129471.000000 Penalty: 5677.218750
	Iteration 35Q: 3 clusters Score -1.112947e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11129501.000000 Penalty: 5677.218750
	Iteration 36Q: 3 clusters Score -1.11295e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11129561.000000 Penalty: 5677.218750
	Iteration 37Q: 3 clusters Score -1.112956e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11129592.000000 Penalty: 5677.218750
	Iteration 38Q: 3 clusters Score -1.112959e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11129631.000000 Penalty: 5677.218750
	Iteration 39Q: 3 clusters Score -1.112963e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11129648.000000 Penalty: 5677.218750
	Iteration 40F: 3 clusters Score -1.112965e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11129689.000000 Penalty: 5677.218750
	Iteration 41Q: 3 clusters Score -1.112969e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11129723.000000 Penalty: 5677.218750
	Iteration 42Q: 3 clusters Score -1.112972e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11129758.000000 Penalty: 5677.218750
	Iteration 43Q: 3 clusters Score -1.112976e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11129800.000000 Penalty: 5677.218750
	Iteration 44Q: 3 clusters Score -1.11298e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11129805.000000 Penalty: 5677.218750
	Iteration 45Q: 3 clusters Score -1.11298e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11129811.000000 Penalty: 5677.218750
	Iteration 46Q: 3 clusters Score -1.112981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11129818.000000 Penalty: 5677.218750
	Iteration 47Q: 3 clusters Score -1.112982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11129831.000000 Penalty: 5677.218750
	Iteration 48Q: 3 clusters Score -1.112983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -11129823.000000 Penalty: 5677.218750
	Iteration 49Q: 3 clusters Score -1.112982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11129830.000000 Penalty: 5677.218750
	Iteration 50Q: 3 clusters Score -1.112983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11129831.000000 Penalty: 5677.218750
	Iteration 51Q: 3 clusters Score -1.112983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11129845.000000 Penalty: 5677.218750
	Iteration 52Q: 3 clusters Score -1.112984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11129844.000000 Penalty: 5677.218750
	Iteration 53Q: 3 clusters Score -1.112984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11129841.000000 Penalty: 5677.218750
	Iteration 54Q: 3 clusters Score -1.112984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11129856.000000 Penalty: 5677.218750
	Iteration 55Q: 3 clusters Score -1.112986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11129863.000000 Penalty: 5677.218750
	Iteration 56Q: 3 clusters Score -1.112986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11129869.000000 Penalty: 5677.218750
	Iteration 57Q: 3 clusters Score -1.112987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11129874.000000 Penalty: 5677.218750
	Iteration 58Q: 3 clusters Score -1.112987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11129879.000000 Penalty: 5677.218750
	Iteration 59Q: 3 clusters Score -1.112988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11129870.000000 Penalty: 5677.218750
	Iteration 60F: 3 clusters Score -1.112987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11129866.000000 Penalty: 5677.218750
	Iteration 61Q: 3 clusters Score -1.112987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11129866.000000 Penalty: 5677.218750
	Iteration 62Q: 3 clusters Score -1.112987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11129886.000000 Penalty: 5677.218750
	Iteration 63Q: 3 clusters Score -1.112989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11129889.000000 Penalty: 5677.218750
	Iteration 64Q: 3 clusters Score -1.112989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11129892.000000 Penalty: 5677.218750
	Iteration 65Q: 3 clusters Score -1.112989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11129891.000000 Penalty: 5677.218750
	Iteration 66Q: 3 clusters Score -1.112989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11129897.000000 Penalty: 5677.218750
	Iteration 67Q: 3 clusters Score -1.11299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11129900.000000 Penalty: 5677.218750
	Iteration 68Q: 3 clusters Score -1.11299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -11129899.000000 Penalty: 5677.218750
	Iteration 69Q: 3 clusters Score -1.11299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11129897.000000 Penalty: 5677.218750
	Iteration 70Q: 3 clusters Score -1.11299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11129908.000000 Penalty: 5677.218750
	Iteration 71Q: 3 clusters Score -1.112991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11129900.000000 Penalty: 5677.218750
	Iteration 72Q: 3 clusters Score -1.11299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11129909.000000 Penalty: 5677.218750
	Iteration 73Q: 3 clusters Score -1.112991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11129913.000000 Penalty: 5677.218750
	Iteration 74Q: 3 clusters Score -1.112991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11129913.000000 Penalty: 5677.218750
	Iteration 75F: 3 clusters Score -1.112991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (156706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156706 members 
Entering Unmasked Estep 
Score: -18686972.000000 Penalty: 2966.607422
	Iteration 0F: 2 clusters Score -1.868697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -18582784.000000 Penalty: 5933.214844
	Iteration 0F: 3 clusters Score -1.858278e+07 nChanged 74945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -18626192.000000 Penalty: 5933.214844
	Iteration 1F: 3 clusters Score -1.862619e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -18627418.000000 Penalty: 5933.214844
	Iteration 2Q: 3 clusters Score -1.862742e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -18628854.000000 Penalty: 5933.214844
	Iteration 3Q: 3 clusters Score -1.862885e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -18630702.000000 Penalty: 5933.214844
	Iteration 4Q: 3 clusters Score -1.86307e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -18633602.000000 Penalty: 5933.214844
	Iteration 5Q: 3 clusters Score -1.86336e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -18638166.000000 Penalty: 5933.214844
	Iteration 6F: 3 clusters Score -1.863817e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 109287 members 
Entering Unmasked Estep 
Score: -18644920.000000 Penalty: 5933.214844
	Iteration 7F: 3 clusters Score -1.864492e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -18653252.000000 Penalty: 5933.214844
	Iteration 8F: 3 clusters Score -1.865325e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 131829 members 
Entering Unmasked Estep 
Score: -18662710.000000 Penalty: 5933.214844
	Iteration 9F: 3 clusters Score -1.866271e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 142032 members 
Entering Unmasked Estep 
Score: -18671930.000000 Penalty: 5933.214844
	Iteration 10F: 3 clusters Score -1.867193e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -18678768.000000 Penalty: 5933.214844
	Iteration 11Q: 3 clusters Score -1.867877e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 153486 members 
Entering Unmasked Estep 
Score: -18682364.000000 Penalty: 5933.214844
	Iteration 12Q: 3 clusters Score -1.868236e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -18683814.000000 Penalty: 5933.214844
	Iteration 13Q: 3 clusters Score -1.868381e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 155801 members 
Entering Unmasked Estep 
Score: -18684276.000000 Penalty: 5933.214844
	Iteration 14Q: 3 clusters Score -1.868428e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 156000 members 
Entering Unmasked Estep 
Score: -18684438.000000 Penalty: 5933.214844
	Iteration 15Q: 3 clusters Score -1.868444e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -18684562.000000 Penalty: 5933.214844
	Iteration 16Q: 3 clusters Score -1.868456e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -18684586.000000 Penalty: 5933.214844
	Iteration 17Q: 3 clusters Score -1.868459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -18684610.000000 Penalty: 5933.214844
	Iteration 18Q: 3 clusters Score -1.868461e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 156141 members 
Entering Unmasked Estep 
Score: -18684632.000000 Penalty: 5933.214844
	Iteration 19Q: 3 clusters Score -1.868463e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 156147 members 
Entering Unmasked Estep 
Score: -18684632.000000 Penalty: 5933.214844
	Iteration 20F: 3 clusters Score -1.868463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 156158 members 
Entering Unmasked Estep 
Score: -18684656.000000 Penalty: 5933.214844
	Iteration 21Q: 3 clusters Score -1.868466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -18684654.000000 Penalty: 5933.214844
	Iteration 22Q: 3 clusters Score -1.868465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -18684646.000000 Penalty: 5933.214844
	Iteration 23Q: 3 clusters Score -1.868465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -18684650.000000 Penalty: 5933.214844
	Iteration 24Q: 3 clusters Score -1.868465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -18684660.000000 Penalty: 5933.214844
	Iteration 25Q: 3 clusters Score -1.868466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -18684654.000000 Penalty: 5933.214844
	Iteration 26Q: 3 clusters Score -1.868465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -18684660.000000 Penalty: 5933.214844
	Iteration 27Q: 3 clusters Score -1.868466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -18684670.000000 Penalty: 5933.214844
	Iteration 28Q: 3 clusters Score -1.868467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 156173 members 
Entering Unmasked Estep 
Score: -18684666.000000 Penalty: 5933.214844
	Iteration 29Q: 3 clusters Score -1.868467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -18684670.000000 Penalty: 5933.214844
	Iteration 30Q: 3 clusters Score -1.868467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -18684686.000000 Penalty: 5933.214844
	Iteration 31Q: 3 clusters Score -1.868469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -18684694.000000 Penalty: 5933.214844
	Iteration 32Q: 3 clusters Score -1.868469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -18684694.000000 Penalty: 5933.214844
	Iteration 33Q: 3 clusters Score -1.868469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -18684682.000000 Penalty: 5933.214844
	Iteration 34Q: 3 clusters Score -1.868468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -18684682.000000 Penalty: 5933.214844
	Iteration 35F: 3 clusters Score -1.868468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Entering Unmasked Estep 
Score: -1406196.250000 Penalty: 2335.604736
	Iteration 0F: 2 clusters Score -1406196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1397118.250000 Penalty: 4671.209473
	Iteration 0F: 3 clusters Score -1397118 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1400029.000000 Penalty: 4671.209473
	Iteration 1F: 3 clusters Score -1400029 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1400472.875000 Penalty: 4671.209473
	Iteration 2F: 3 clusters Score -1400473 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1400941.625000 Penalty: 4671.209473
	Iteration 3F: 3 clusters Score -1400942 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1401429.000000 Penalty: 4671.209473
	Iteration 4F: 3 clusters Score -1401429 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1401957.375000 Penalty: 4671.209473
	Iteration 5F: 3 clusters Score -1401957 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1402531.375000 Penalty: 4671.209473
	Iteration 6F: 3 clusters Score -1402531 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1403059.750000 Penalty: 4671.209473
	Iteration 7F: 3 clusters Score -1403060 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1403524.375000 Penalty: 4671.209473
	Iteration 8Q: 3 clusters Score -1403524 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1403907.250000 Penalty: 4671.209473
	Iteration 9Q: 3 clusters Score -1403907 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1404161.000000 Penalty: 4671.209473
	Iteration 10Q: 3 clusters Score -1404161 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1404314.250000 Penalty: 4671.209473
	Iteration 11Q: 3 clusters Score -1404314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1404421.500000 Penalty: 4671.209473
	Iteration 12Q: 3 clusters Score -1404422 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1404495.750000 Penalty: 4671.209473
	Iteration 13Q: 3 clusters Score -1404496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1404541.875000 Penalty: 4671.209473
	Iteration 14Q: 3 clusters Score -1404542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1404581.000000 Penalty: 4671.209473
	Iteration 15Q: 3 clusters Score -1404581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1404614.375000 Penalty: 4671.209473
	Iteration 16Q: 3 clusters Score -1404614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1404642.250000 Penalty: 4671.209473
	Iteration 17Q: 3 clusters Score -1404642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1404659.750000 Penalty: 4671.209473
	Iteration 18Q: 3 clusters Score -1404660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1404672.875000 Penalty: 4671.209473
	Iteration 19Q: 3 clusters Score -1404673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1404686.750000 Penalty: 4671.209473
	Iteration 20F: 3 clusters Score -1404687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1404703.250000 Penalty: 4671.209473
	Iteration 21Q: 3 clusters Score -1404703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1404720.875000 Penalty: 4671.209473
	Iteration 22Q: 3 clusters Score -1404721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1404736.875000 Penalty: 4671.209473
	Iteration 23Q: 3 clusters Score -1404737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1404753.750000 Penalty: 4671.209473
	Iteration 24Q: 3 clusters Score -1404754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1404771.750000 Penalty: 4671.209473
	Iteration 25Q: 3 clusters Score -1404772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1404798.500000 Penalty: 4671.209473
	Iteration 26Q: 3 clusters Score -1404798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1404835.250000 Penalty: 4671.209473
	Iteration 27Q: 3 clusters Score -1404835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1404861.125000 Penalty: 4671.209473
	Iteration 28Q: 3 clusters Score -1404861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1404892.750000 Penalty: 4671.209473
	Iteration 29Q: 3 clusters Score -1404893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1404911.875000 Penalty: 4671.209473
	Iteration 30Q: 3 clusters Score -1404912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1404934.500000 Penalty: 4671.209473
	Iteration 31Q: 3 clusters Score -1404934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1404955.875000 Penalty: 4671.209473
	Iteration 32Q: 3 clusters Score -1404956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1404977.250000 Penalty: 4671.209473
	Iteration 33Q: 3 clusters Score -1404977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1404993.000000 Penalty: 4671.209473
	Iteration 34Q: 3 clusters Score -1404993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1405001.500000 Penalty: 4671.209473
	Iteration 35Q: 3 clusters Score -1405002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1405004.500000 Penalty: 4671.209473
	Iteration 36Q: 3 clusters Score -1405004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1405010.875000 Penalty: 4671.209473
	Iteration 37Q: 3 clusters Score -1405011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1405010.875000 Penalty: 4671.209473
	Iteration 38Q: 3 clusters Score -1405011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1405013.625000 Penalty: 4671.209473
	Iteration 39Q: 3 clusters Score -1405014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1405016.125000 Penalty: 4671.209473
	Iteration 40F: 3 clusters Score -1405016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1405022.500000 Penalty: 4671.209473
	Iteration 41Q: 3 clusters Score -1405022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1405022.875000 Penalty: 4671.209473
	Iteration 42Q: 3 clusters Score -1405023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1405024.000000 Penalty: 4671.209473
	Iteration 43Q: 3 clusters Score -1405024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1405027.875000 Penalty: 4671.209473
	Iteration 44Q: 3 clusters Score -1405028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1405031.000000 Penalty: 4671.209473
	Iteration 45Q: 3 clusters Score -1405031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1405036.375000 Penalty: 4671.209473
	Iteration 46Q: 3 clusters Score -1405036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1405039.375000 Penalty: 4671.209473
	Iteration 47Q: 3 clusters Score -1405039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1405039.375000 Penalty: 4671.209473
	Iteration 48Q: 3 clusters Score -1405039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1405040.125000 Penalty: 4671.209473
	Iteration 49Q: 3 clusters Score -1405040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1405043.250000 Penalty: 4671.209473
	Iteration 50Q: 3 clusters Score -1405043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1405046.250000 Penalty: 4671.209473
	Iteration 51Q: 3 clusters Score -1405046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1405045.750000 Penalty: 4671.209473
	Iteration 52Q: 3 clusters Score -1405046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1405047.500000 Penalty: 4671.209473
	Iteration 53Q: 3 clusters Score -1405048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1405045.000000 Penalty: 4671.209473
	Iteration 54Q: 3 clusters Score -1405045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1405045.750000 Penalty: 4671.209473
	Iteration 55Q: 3 clusters Score -1405046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1405045.750000 Penalty: 4671.209473
	Iteration 56F: 3 clusters Score -1405046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Entering Unmasked Estep 
Score: -13830632.000000 Penalty: 2891.156982
	Iteration 0F: 2 clusters Score -1.383063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -13753247.000000 Penalty: 5782.313965
	Iteration 0F: 3 clusters Score -1.375325e+07 nChanged 54856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -13785049.000000 Penalty: 5782.313965
	Iteration 1F: 3 clusters Score -1.378505e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -13785986.000000 Penalty: 5782.313965
	Iteration 2Q: 3 clusters Score -1.378599e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -13787197.000000 Penalty: 5782.313965
	Iteration 3Q: 3 clusters Score -1.37872e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -13788655.000000 Penalty: 5782.313965
	Iteration 4Q: 3 clusters Score -1.378866e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -13790663.000000 Penalty: 5782.313965
	Iteration 5Q: 3 clusters Score -1.379066e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -13793369.000000 Penalty: 5782.313965
	Iteration 6Q: 3 clusters Score -1.379337e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -13797091.000000 Penalty: 5782.313965
	Iteration 7F: 3 clusters Score -1.379709e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -13801657.000000 Penalty: 5782.313965
	Iteration 8F: 3 clusters Score -1.380166e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -13806401.000000 Penalty: 5782.313965
	Iteration 9F: 3 clusters Score -1.38064e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -13810706.000000 Penalty: 5782.313965
	Iteration 10F: 3 clusters Score -1.381071e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -13814056.000000 Penalty: 5782.313965
	Iteration 11Q: 3 clusters Score -1.381406e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 96003 members 
Entering Unmasked Estep 
Score: -13816646.000000 Penalty: 5782.313965
	Iteration 12Q: 3 clusters Score -1.381665e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -13818883.000000 Penalty: 5782.313965
	Iteration 13Q: 3 clusters Score -1.381888e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 102158 members 
Entering Unmasked Estep 
Score: -13820700.000000 Penalty: 5782.313965
	Iteration 14Q: 3 clusters Score -1.38207e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -13822270.000000 Penalty: 5782.313965
	Iteration 15Q: 3 clusters Score -1.382227e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -13823845.000000 Penalty: 5782.313965
	Iteration 16Q: 3 clusters Score -1.382384e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -13825263.000000 Penalty: 5782.313965
	Iteration 17Q: 3 clusters Score -1.382526e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -13826232.000000 Penalty: 5782.313965
	Iteration 18Q: 3 clusters Score -1.382623e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -13826767.000000 Penalty: 5782.313965
	Iteration 19Q: 3 clusters Score -1.382677e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -13827086.000000 Penalty: 5782.313965
	Iteration 20F: 3 clusters Score -1.382709e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -13827340.000000 Penalty: 5782.313965
	Iteration 21Q: 3 clusters Score -1.382734e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 112128 members 
Entering Unmasked Estep 
Score: -13827537.000000 Penalty: 5782.313965
	Iteration 22Q: 3 clusters Score -1.382754e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -13827702.000000 Penalty: 5782.313965
	Iteration 23Q: 3 clusters Score -1.38277e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
Score: -13827797.000000 Penalty: 5782.313965
	Iteration 24Q: 3 clusters Score -1.38278e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -13827899.000000 Penalty: 5782.313965
	Iteration 25Q: 3 clusters Score -1.38279e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -13827977.000000 Penalty: 5782.313965
	Iteration 26Q: 3 clusters Score -1.382798e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 113261 members 
Entering Unmasked Estep 
Score: -13828046.000000 Penalty: 5782.313965
	Iteration 27Q: 3 clusters Score -1.382805e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 113399 members 
Entering Unmasked Estep 
Score: -13828068.000000 Penalty: 5782.313965
	Iteration 28Q: 3 clusters Score -1.382807e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 113505 members 
Entering Unmasked Estep 
Score: -13828123.000000 Penalty: 5782.313965
	Iteration 29Q: 3 clusters Score -1.382812e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -13828196.000000 Penalty: 5782.313965
	Iteration 30Q: 3 clusters Score -1.38282e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 113669 members 
Entering Unmasked Estep 
Score: -13828200.000000 Penalty: 5782.313965
	Iteration 31Q: 3 clusters Score -1.38282e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 113735 members 
Entering Unmasked Estep 
Score: -13828227.000000 Penalty: 5782.313965
	Iteration 32Q: 3 clusters Score -1.382823e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -13828244.000000 Penalty: 5782.313965
	Iteration 33Q: 3 clusters Score -1.382824e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -13828268.000000 Penalty: 5782.313965
	Iteration 34Q: 3 clusters Score -1.382827e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -13828280.000000 Penalty: 5782.313965
	Iteration 35Q: 3 clusters Score -1.382828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -13828290.000000 Penalty: 5782.313965
	Iteration 36Q: 3 clusters Score -1.382829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -13828285.000000 Penalty: 5782.313965
	Iteration 37Q: 3 clusters Score -1.382828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -13828294.000000 Penalty: 5782.313965
	Iteration 38Q: 3 clusters Score -1.382829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
Score: -13828306.000000 Penalty: 5782.313965
	Iteration 39Q: 3 clusters Score -1.382831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -13828316.000000 Penalty: 5782.313965
	Iteration 40F: 3 clusters Score -1.382832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -13828316.000000 Penalty: 5782.313965
	Iteration 41Q: 3 clusters Score -1.382832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -13828309.000000 Penalty: 5782.313965
	Iteration 42Q: 3 clusters Score -1.382831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -13828299.000000 Penalty: 5782.313965
	Iteration 43Q: 3 clusters Score -1.38283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 114040 members 
Entering Unmasked Estep 
Score: -13828315.000000 Penalty: 5782.313965
	Iteration 44Q: 3 clusters Score -1.382832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -13828314.000000 Penalty: 5782.313965
	Iteration 45Q: 3 clusters Score -1.382831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -13828328.000000 Penalty: 5782.313965
	Iteration 46Q: 3 clusters Score -1.382833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 114060 members 
Entering Unmasked Estep 
Score: -13828336.000000 Penalty: 5782.313965
	Iteration 47Q: 3 clusters Score -1.382834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -13828320.000000 Penalty: 5782.313965
	Iteration 48Q: 3 clusters Score -1.382832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -13828323.000000 Penalty: 5782.313965
	Iteration 49Q: 3 clusters Score -1.382832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -13828325.000000 Penalty: 5782.313965
	Iteration 50Q: 3 clusters Score -1.382832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -13828328.000000 Penalty: 5782.313965
	Iteration 51Q: 3 clusters Score -1.382833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -13828332.000000 Penalty: 5782.313965
	Iteration 52Q: 3 clusters Score -1.382833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -13828332.000000 Penalty: 5782.313965
	Iteration 53F: 3 clusters Score -1.382833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -478772.156250 Penalty: 2077.612793
	Iteration 0F: 2 clusters Score -478772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -474668.187500 Penalty: 4155.225586
	Iteration 0F: 3 clusters Score -474668.2 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -475880.218750 Penalty: 4155.225586
	Iteration 1F: 3 clusters Score -475880.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -476323.718750 Penalty: 4155.225586
	Iteration 2F: 3 clusters Score -476323.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -476700.125000 Penalty: 4155.225586
	Iteration 3F: 3 clusters Score -476700.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -476970.531250 Penalty: 4155.225586
	Iteration 4F: 3 clusters Score -476970.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -477178.156250 Penalty: 4155.225586
	Iteration 5F: 3 clusters Score -477178.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -477346.687500 Penalty: 4155.225586
	Iteration 6Q: 3 clusters Score -477346.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -477480.656250 Penalty: 4155.225586
	Iteration 7Q: 3 clusters Score -477480.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -477616.000000 Penalty: 4155.225586
	Iteration 8Q: 3 clusters Score -477616 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -477692.343750 Penalty: 4155.225586
	Iteration 9Q: 3 clusters Score -477692.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -477748.375000 Penalty: 4155.225586
	Iteration 10Q: 3 clusters Score -477748.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -477794.062500 Penalty: 4155.225586
	Iteration 11Q: 3 clusters Score -477794.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -477843.875000 Penalty: 4155.225586
	Iteration 12Q: 3 clusters Score -477843.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -477905.125000 Penalty: 4155.225586
	Iteration 13Q: 3 clusters Score -477905.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -477951.218750 Penalty: 4155.225586
	Iteration 14Q: 3 clusters Score -477951.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -477971.875000 Penalty: 4155.225586
	Iteration 15Q: 3 clusters Score -477971.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -477991.812500 Penalty: 4155.225586
	Iteration 16Q: 3 clusters Score -477991.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -478004.125000 Penalty: 4155.225586
	Iteration 17Q: 3 clusters Score -478004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -478014.937500 Penalty: 4155.225586
	Iteration 18Q: 3 clusters Score -478014.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -478037.781250 Penalty: 4155.225586
	Iteration 19Q: 3 clusters Score -478037.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -478054.031250 Penalty: 4155.225586
	Iteration 20F: 3 clusters Score -478054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -478063.125000 Penalty: 4155.225586
	Iteration 21Q: 3 clusters Score -478063.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -478073.718750 Penalty: 4155.225586
	Iteration 22Q: 3 clusters Score -478073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -478088.093750 Penalty: 4155.225586
	Iteration 23Q: 3 clusters Score -478088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -478095.218750 Penalty: 4155.225586
	Iteration 24Q: 3 clusters Score -478095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -478102.406250 Penalty: 4155.225586
	Iteration 25Q: 3 clusters Score -478102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -478128.218750 Penalty: 4155.225586
	Iteration 26Q: 3 clusters Score -478128.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -478150.718750 Penalty: 4155.225586
	Iteration 27Q: 3 clusters Score -478150.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -478172.656250 Penalty: 4155.225586
	Iteration 28Q: 3 clusters Score -478172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -478190.406250 Penalty: 4155.225586
	Iteration 29Q: 3 clusters Score -478190.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -478217.281250 Penalty: 4155.225586
	Iteration 30Q: 3 clusters Score -478217.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -478251.812500 Penalty: 4155.225586
	Iteration 31Q: 3 clusters Score -478251.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -478355.718750 Penalty: 4155.225586
	Iteration 32Q: 3 clusters Score -478355.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -478537.437500 Penalty: 4155.225586
	Iteration 33Q: 3 clusters Score -478537.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -478860.562500 Penalty: 4155.225586
	Iteration 34Q: 3 clusters Score -478860.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -478961.062500 Penalty: 4155.225586
	Iteration 35Q: 3 clusters Score -478961.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -479021.156250 Penalty: 4155.225586
	Iteration 36Q: 3 clusters Score -479021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -479060.156250 Penalty: 4155.225586
	Iteration 37Q: 3 clusters Score -479060.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -479091.562500 Penalty: 4155.225586
	Iteration 38Q: 3 clusters Score -479091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -479096.718750 Penalty: 4155.225586
	Iteration 39Q: 3 clusters Score -479096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -479106.187500 Penalty: 4155.225586
	Iteration 40F: 3 clusters Score -479106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -479108.093750 Penalty: 4155.225586
	Iteration 41Q: 3 clusters Score -479108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -479109.750000 Penalty: 4155.225586
	Iteration 42Q: 3 clusters Score -479109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -479109.750000 Penalty: 4155.225586
	Iteration 43F: 3 clusters Score -479109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 156706 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115600 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 175336 members 
Mstep: Class 12 contains 12525 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169359 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110774 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245573 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 62423 members 
Mstep: Class 22 contains 22248 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 10507 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 73024 members 
Mstep: Class 30 contains 34817 members 
Mstep: Class 31 contains 17463 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 3280 members 
Mstep: Class 35 contains 9692 members 
Mstep: Class 36 contains 774 members 
Mstep: Class 37 contains 556 members 
Entering Unmasked Estep 
Score: -205577568.000000 Penalty: 132088.375000
Splitting cluster 10 changes total score from -205578144.000000 to -205577568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (175336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Entering Unmasked Estep 
Score: -21198756.000000 Penalty: 2994.465820
	Iteration 0F: 2 clusters Score -2.119876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -21090198.000000 Penalty: 5988.931641
	Iteration 0F: 3 clusters Score -2.10902e+07 nChanged 84112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -21140068.000000 Penalty: 5988.931641
	Iteration 1F: 3 clusters Score -2.114007e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -21142540.000000 Penalty: 5988.931641
	Iteration 2Q: 3 clusters Score -2.114254e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -21146768.000000 Penalty: 5988.931641
	Iteration 3F: 3 clusters Score -2.114677e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -21153254.000000 Penalty: 5988.931641
	Iteration 4F: 3 clusters Score -2.115325e+07 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119649 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -21162114.000000 Penalty: 5988.931641
	Iteration 5F: 3 clusters Score -2.116211e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129385 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -21170626.000000 Penalty: 5988.931641
	Iteration 6F: 3 clusters Score -2.117063e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -21177700.000000 Penalty: 5988.931641
	Iteration 7F: 3 clusters Score -2.11777e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -21183392.000000 Penalty: 5988.931641
	Iteration 8F: 3 clusters Score -2.118339e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -21187356.000000 Penalty: 5988.931641
	Iteration 9Q: 3 clusters Score -2.118736e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161417 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -21190394.000000 Penalty: 5988.931641
	Iteration 10Q: 3 clusters Score -2.119039e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -21192592.000000 Penalty: 5988.931641
	Iteration 11Q: 3 clusters Score -2.119259e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169870 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -21194094.000000 Penalty: 5988.931641
	Iteration 12Q: 3 clusters Score -2.119409e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -21195014.000000 Penalty: 5988.931641
	Iteration 13Q: 3 clusters Score -2.119501e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173323 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21195554.000000 Penalty: 5988.931641
	Iteration 14Q: 3 clusters Score -2.119555e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173937 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21195866.000000 Penalty: 5988.931641
	Iteration 15Q: 3 clusters Score -2.119587e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174258 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21196038.000000 Penalty: 5988.931641
	Iteration 16Q: 3 clusters Score -2.119604e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174410 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21196190.000000 Penalty: 5988.931641
	Iteration 17Q: 3 clusters Score -2.119619e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21196244.000000 Penalty: 5988.931641
	Iteration 18Q: 3 clusters Score -2.119624e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -21196300.000000 Penalty: 5988.931641
	Iteration 19Q: 3 clusters Score -2.11963e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174588 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21196354.000000 Penalty: 5988.931641
	Iteration 20F: 3 clusters Score -2.119635e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174623 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21196354.000000 Penalty: 5988.931641
	Iteration 21Q: 3 clusters Score -2.119635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21196390.000000 Penalty: 5988.931641
	Iteration 22Q: 3 clusters Score -2.119639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174663 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21196424.000000 Penalty: 5988.931641
	Iteration 23Q: 3 clusters Score -2.119642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174671 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21196454.000000 Penalty: 5988.931641
	Iteration 24Q: 3 clusters Score -2.119645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174678 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21196474.000000 Penalty: 5988.931641
	Iteration 25Q: 3 clusters Score -2.119647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -21196468.000000 Penalty: 5988.931641
	Iteration 26Q: 3 clusters Score -2.119647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21196460.000000 Penalty: 5988.931641
	Iteration 27Q: 3 clusters Score -2.119646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174704 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21196452.000000 Penalty: 5988.931641
	Iteration 28Q: 3 clusters Score -2.119645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -21196464.000000 Penalty: 5988.931641
	Iteration 29Q: 3 clusters Score -2.119646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21196460.000000 Penalty: 5988.931641
	Iteration 30Q: 3 clusters Score -2.119646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21196470.000000 Penalty: 5988.931641
	Iteration 31Q: 3 clusters Score -2.119647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21196462.000000 Penalty: 5988.931641
	Iteration 32Q: 3 clusters Score -2.119646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21196468.000000 Penalty: 5988.931641
	Iteration 33Q: 3 clusters Score -2.119647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21196472.000000 Penalty: 5988.931641
	Iteration 34Q: 3 clusters Score -2.119647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174714 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21196450.000000 Penalty: 5988.931641
	Iteration 35Q: 3 clusters Score -2.119645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174713 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21196460.000000 Penalty: 5988.931641
	Iteration 36Q: 3 clusters Score -2.119646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21196472.000000 Penalty: 5988.931641
	Iteration 37Q: 3 clusters Score -2.119647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174718 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21196486.000000 Penalty: 5988.931641
	Iteration 38Q: 3 clusters Score -2.119649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21196470.000000 Penalty: 5988.931641
	Iteration 39Q: 3 clusters Score -2.119647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174723 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -21196476.000000 Penalty: 5988.931641
	Iteration 40F: 3 clusters Score -2.119648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174726 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21196484.000000 Penalty: 5988.931641
	Iteration 41Q: 3 clusters Score -2.119648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -21196480.000000 Penalty: 5988.931641
	Iteration 42Q: 3 clusters Score -2.119648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -21196484.000000 Penalty: 5988.931641
	Iteration 43Q: 3 clusters Score -2.119648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174729 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21196484.000000 Penalty: 5988.931641
	Iteration 44Q: 3 clusters Score -2.119648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21196488.000000 Penalty: 5988.931641
	Iteration 45Q: 3 clusters Score -2.119649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174732 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -21196492.000000 Penalty: 5988.931641
	Iteration 46Q: 3 clusters Score -2.119649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174735 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21196490.000000 Penalty: 5988.931641
	Iteration 47Q: 3 clusters Score -2.119649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174737 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -21196472.000000 Penalty: 5988.931641
	Iteration 48Q: 3 clusters Score -2.119647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174739 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21196480.000000 Penalty: 5988.931641
	Iteration 49Q: 3 clusters Score -2.119648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174739 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21196480.000000 Penalty: 5988.931641
	Iteration 50F: 3 clusters Score -2.119648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Entering Unmasked Estep 
Score: -1490815.875000 Penalty: 2339.999512
	Iteration 0F: 2 clusters Score -1490816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1481668.625000 Penalty: 4679.999023
	Iteration 0F: 3 clusters Score -1481669 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1484469.625000 Penalty: 4679.999023
	Iteration 1F: 3 clusters Score -1484470 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1484916.250000 Penalty: 4679.999023
	Iteration 2F: 3 clusters Score -1484916 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1485333.500000 Penalty: 4679.999023
	Iteration 3F: 3 clusters Score -1485334 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1485712.000000 Penalty: 4679.999023
	Iteration 4F: 3 clusters Score -1485712 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1486090.375000 Penalty: 4679.999023
	Iteration 5F: 3 clusters Score -1486090 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1486490.000000 Penalty: 4679.999023
	Iteration 6Q: 3 clusters Score -1486490 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1486926.125000 Penalty: 4679.999023
	Iteration 7Q: 3 clusters Score -1486926 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1487402.750000 Penalty: 4679.999023
	Iteration 8Q: 3 clusters Score -1487403 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1487817.875000 Penalty: 4679.999023
	Iteration 9Q: 3 clusters Score -1487818 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1488191.375000 Penalty: 4679.999023
	Iteration 10Q: 3 clusters Score -1488191 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1488548.500000 Penalty: 4679.999023
	Iteration 11Q: 3 clusters Score -1488548 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1488919.625000 Penalty: 4679.999023
	Iteration 12Q: 3 clusters Score -1488920 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1489161.125000 Penalty: 4679.999023
	Iteration 13Q: 3 clusters Score -1489161 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1489301.750000 Penalty: 4679.999023
	Iteration 14Q: 3 clusters Score -1489302 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1489373.875000 Penalty: 4679.999023
	Iteration 15Q: 3 clusters Score -1489374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1489427.125000 Penalty: 4679.999023
	Iteration 16Q: 3 clusters Score -1489427 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1489477.500000 Penalty: 4679.999023
	Iteration 17Q: 3 clusters Score -1489478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1489537.000000 Penalty: 4679.999023
	Iteration 18Q: 3 clusters Score -1489537 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1489604.250000 Penalty: 4679.999023
	Iteration 19Q: 3 clusters Score -1489604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1489683.125000 Penalty: 4679.999023
	Iteration 20F: 3 clusters Score -1489683 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1489779.500000 Penalty: 4679.999023
	Iteration 21Q: 3 clusters Score -1489780 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1489927.750000 Penalty: 4679.999023
	Iteration 22Q: 3 clusters Score -1489928 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1490082.625000 Penalty: 4679.999023
	Iteration 23Q: 3 clusters Score -1490083 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1490263.750000 Penalty: 4679.999023
	Iteration 24Q: 3 clusters Score -1490264 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1490402.750000 Penalty: 4679.999023
	Iteration 25Q: 3 clusters Score -1490403 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1490533.500000 Penalty: 4679.999023
	Iteration 26Q: 3 clusters Score -1490534 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1490639.750000 Penalty: 4679.999023
	Iteration 27Q: 3 clusters Score -1490640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1490719.125000 Penalty: 4679.999023
	Iteration 28Q: 3 clusters Score -1490719 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1490821.000000 Penalty: 4679.999023
	Iteration 29Q: 3 clusters Score -1490821 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1490919.625000 Penalty: 4679.999023
	Iteration 30Q: 3 clusters Score -1490920 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1491027.125000 Penalty: 4679.999023
	Iteration 31Q: 3 clusters Score -1491027 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1491173.500000 Penalty: 4679.999023
	Iteration 32Q: 3 clusters Score -1491174 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1491347.750000 Penalty: 4679.999023
	Iteration 33Q: 3 clusters Score -1491348 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1491528.250000 Penalty: 4679.999023
	Iteration 34Q: 3 clusters Score -1491528 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1491702.625000 Penalty: 4679.999023
	Iteration 35Q: 3 clusters Score -1491703 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1491857.000000 Penalty: 4679.999023
	Iteration 36Q: 3 clusters Score -1491857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1491976.125000 Penalty: 4679.999023
	Iteration 37Q: 3 clusters Score -1491976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1492083.375000 Penalty: 4679.999023
	Iteration 38Q: 3 clusters Score -1492083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1492140.375000 Penalty: 4679.999023
	Iteration 39Q: 3 clusters Score -1492140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1492182.125000 Penalty: 4679.999023
	Iteration 40F: 3 clusters Score -1492182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1492217.875000 Penalty: 4679.999023
	Iteration 41Q: 3 clusters Score -1492218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1492245.375000 Penalty: 4679.999023
	Iteration 42Q: 3 clusters Score -1492245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1492260.875000 Penalty: 4679.999023
	Iteration 43Q: 3 clusters Score -1492261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1492272.500000 Penalty: 4679.999023
	Iteration 44Q: 3 clusters Score -1492272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1492282.000000 Penalty: 4679.999023
	Iteration 45Q: 3 clusters Score -1492282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1492281.250000 Penalty: 4679.999023
	Iteration 46Q: 3 clusters Score -1492281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1492283.875000 Penalty: 4679.999023
	Iteration 47Q: 3 clusters Score -1492284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1492288.500000 Penalty: 4679.999023
	Iteration 48Q: 3 clusters Score -1492288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1492282.500000 Penalty: 4679.999023
	Iteration 49Q: 3 clusters Score -1492282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1492282.500000 Penalty: 4679.999023
	Iteration 50Q: 3 clusters Score -1492282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1492282.500000 Penalty: 4679.999023
	Iteration 51F: 3 clusters Score -1492282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 156706 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115600 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175336 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169359 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110774 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245573 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 62423 members 
Mstep: Class 22 contains 22248 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 10507 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 73024 members 
Mstep: Class 30 contains 34817 members 
Mstep: Class 31 contains 17463 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 3280 members 
Mstep: Class 35 contains 9692 members 
Mstep: Class 36 contains 774 members 
Mstep: Class 37 contains 5257 members 
Entering Unmasked Estep 
Score: -205579312.000000 Penalty: 132088.375000
Splitting cluster 12 changes total score from -205578144.000000 to -205579312.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (22428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Entering Unmasked Estep 
Score: -2518686.500000 Penalty: 2484.480225
	Iteration 0F: 2 clusters Score -2518686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2503037.750000 Penalty: 4968.960449
	Iteration 0F: 3 clusters Score -2503038 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2508488.750000 Penalty: 4968.960449
	Iteration 1F: 3 clusters Score -2508489 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2509166.000000 Penalty: 4968.960449
	Iteration 2F: 3 clusters Score -2509166 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2509839.250000 Penalty: 4968.960449
	Iteration 3F: 3 clusters Score -2509839 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2510502.250000 Penalty: 4968.960449
	Iteration 4F: 3 clusters Score -2510502 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2511202.500000 Penalty: 4968.960449
	Iteration 5F: 3 clusters Score -2511202 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2511994.000000 Penalty: 4968.960449
	Iteration 6F: 3 clusters Score -2511994 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2512913.750000 Penalty: 4968.960449
	Iteration 7F: 3 clusters Score -2512914 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2513914.250000 Penalty: 4968.960449
	Iteration 8F: 3 clusters Score -2513914 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2514713.750000 Penalty: 4968.960449
	Iteration 9Q: 3 clusters Score -2514714 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2515358.750000 Penalty: 4968.960449
	Iteration 10Q: 3 clusters Score -2515359 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2515880.000000 Penalty: 4968.960449
	Iteration 11Q: 3 clusters Score -2515880 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2516239.500000 Penalty: 4968.960449
	Iteration 12Q: 3 clusters Score -2516240 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2516500.000000 Penalty: 4968.960449
	Iteration 13Q: 3 clusters Score -2516500 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2516687.750000 Penalty: 4968.960449
	Iteration 14Q: 3 clusters Score -2516688 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2516814.250000 Penalty: 4968.960449
	Iteration 15Q: 3 clusters Score -2516814 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2516983.000000 Penalty: 4968.960449
	Iteration 16Q: 3 clusters Score -2516983 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2517267.750000 Penalty: 4968.960449
	Iteration 17Q: 3 clusters Score -2517268 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2517669.000000 Penalty: 4968.960449
	Iteration 18Q: 3 clusters Score -2517669 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2517819.000000 Penalty: 4968.960449
	Iteration 19Q: 3 clusters Score -2517819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2517888.750000 Penalty: 4968.960449
	Iteration 20F: 3 clusters Score -2517889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2517932.000000 Penalty: 4968.960449
	Iteration 21Q: 3 clusters Score -2517932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2517945.250000 Penalty: 4968.960449
	Iteration 22Q: 3 clusters Score -2517945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2517953.750000 Penalty: 4968.960449
	Iteration 23Q: 3 clusters Score -2517954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2517964.750000 Penalty: 4968.960449
	Iteration 24Q: 3 clusters Score -2517965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2517967.500000 Penalty: 4968.960449
	Iteration 25Q: 3 clusters Score -2517968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2517969.500000 Penalty: 4968.960449
	Iteration 26Q: 3 clusters Score -2517970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2517967.500000 Penalty: 4968.960449
	Iteration 27Q: 3 clusters Score -2517968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2517969.750000 Penalty: 4968.960449
	Iteration 28Q: 3 clusters Score -2517970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2517970.000000 Penalty: 4968.960449
	Iteration 29Q: 3 clusters Score -2517970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2517967.000000 Penalty: 4968.960449
	Iteration 30Q: 3 clusters Score -2517967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2517967.000000 Penalty: 4968.960449
	Iteration 31F: 3 clusters Score -2517967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -892209.750000 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -892209.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -886088.187500 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -886088.2 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -887777.687500 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -887777.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -888042.062500 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -888042.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -888214.187500 Penalty: 4431.686035
	Iteration 3Q: 3 clusters Score -888214.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -888360.500000 Penalty: 4431.686035
	Iteration 4Q: 3 clusters Score -888360.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -888504.625000 Penalty: 4431.686035
	Iteration 5Q: 3 clusters Score -888504.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -888668.875000 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -888668.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -888828.062500 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -888828.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -888975.375000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -888975.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -889135.375000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -889135.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -889299.312500 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -889299.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -889467.187500 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -889467.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -889606.500000 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -889606.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -889723.062500 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -889723.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -889818.000000 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -889818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -889881.875000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -889881.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -889937.625000 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -889937.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -889994.000000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -889994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -890027.812500 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -890027.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -890059.812500 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -890059.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -890088.312500 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -890088.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -890110.375000 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -890110.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -890131.500000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -890131.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -890149.125000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -890149.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -890161.125000 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -890161.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -890169.062500 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -890169.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -890174.375000 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -890174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -890179.937500 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -890179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -890183.625000 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -890183.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -890188.062500 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -890188.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -890198.312500 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -890198.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -890206.562500 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -890206.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -890213.687500 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -890213.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -890217.812500 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -890217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -890221.937500 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -890221.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -890227.250000 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -890227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -890232.500000 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -890232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -890233.062500 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -890233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -890236.062500 Penalty: 4431.686035
	Iteration 38Q: 3 clusters Score -890236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -890238.000000 Penalty: 4431.686035
	Iteration 39Q: 3 clusters Score -890238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -890240.000000 Penalty: 4431.686035
	Iteration 40F: 3 clusters Score -890240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -890243.750000 Penalty: 4431.686035
	Iteration 41Q: 3 clusters Score -890243.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -890245.937500 Penalty: 4431.686035
	Iteration 42Q: 3 clusters Score -890245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -890249.062500 Penalty: 4431.686035
	Iteration 43Q: 3 clusters Score -890249.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -890255.062500 Penalty: 4431.686035
	Iteration 44Q: 3 clusters Score -890255.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -890263.000000 Penalty: 4431.686035
	Iteration 45Q: 3 clusters Score -890263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -890267.062500 Penalty: 4431.686035
	Iteration 46Q: 3 clusters Score -890267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -890271.437500 Penalty: 4431.686035
	Iteration 47Q: 3 clusters Score -890271.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -890277.312500 Penalty: 4431.686035
	Iteration 48Q: 3 clusters Score -890277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -890282.062500 Penalty: 4431.686035
	Iteration 49Q: 3 clusters Score -890282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -890285.312500 Penalty: 4431.686035
	Iteration 50Q: 3 clusters Score -890285.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -890292.375000 Penalty: 4431.686035
	Iteration 51Q: 3 clusters Score -890292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -890295.000000 Penalty: 4431.686035
	Iteration 52Q: 3 clusters Score -890295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -890300.750000 Penalty: 4431.686035
	Iteration 53Q: 3 clusters Score -890300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -890303.000000 Penalty: 4431.686035
	Iteration 54Q: 3 clusters Score -890303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -890306.500000 Penalty: 4431.686035
	Iteration 55Q: 3 clusters Score -890306.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -890309.750000 Penalty: 4431.686035
	Iteration 56Q: 3 clusters Score -890309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -890310.187500 Penalty: 4431.686035
	Iteration 57Q: 3 clusters Score -890310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -890310.437500 Penalty: 4431.686035
	Iteration 58Q: 3 clusters Score -890310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -890311.625000 Penalty: 4431.686035
	Iteration 59Q: 3 clusters Score -890311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -890315.437500 Penalty: 4431.686035
	Iteration 60F: 3 clusters Score -890315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -890319.000000 Penalty: 4431.686035
	Iteration 61Q: 3 clusters Score -890319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -890320.312500 Penalty: 4431.686035
	Iteration 62Q: 3 clusters Score -890320.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -890324.375000 Penalty: 4431.686035
	Iteration 63Q: 3 clusters Score -890324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -890327.250000 Penalty: 4431.686035
	Iteration 64Q: 3 clusters Score -890327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -890328.937500 Penalty: 4431.686035
	Iteration 65Q: 3 clusters Score -890328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -890331.000000 Penalty: 4431.686035
	Iteration 66Q: 3 clusters Score -890331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -890332.250000 Penalty: 4431.686035
	Iteration 67Q: 3 clusters Score -890332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -890332.250000 Penalty: 4431.686035
	Iteration 68Q: 3 clusters Score -890332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -890332.625000 Penalty: 4431.686035
	Iteration 69Q: 3 clusters Score -890332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -890332.625000 Penalty: 4431.686035
	Iteration 70F: 3 clusters Score -890332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Entering Unmasked Estep 
Score: -20302070.000000 Penalty: 2985.864502
	Iteration 0F: 2 clusters Score -2.030207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -20190016.000000 Penalty: 5971.729004
	Iteration 0F: 3 clusters Score -2.019002e+07 nChanged 81325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -20237500.000000 Penalty: 5971.729004
	Iteration 1F: 3 clusters Score -2.02375e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -20239122.000000 Penalty: 5971.729004
	Iteration 2Q: 3 clusters Score -2.023912e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -20241460.000000 Penalty: 5971.729004
	Iteration 3Q: 3 clusters Score -2.024146e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -20245342.000000 Penalty: 5971.729004
	Iteration 4Q: 3 clusters Score -2.024534e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -20251396.000000 Penalty: 5971.729004
	Iteration 5F: 3 clusters Score -2.02514e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119892 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -20260702.000000 Penalty: 5971.729004
	Iteration 6F: 3 clusters Score -2.02607e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -20272134.000000 Penalty: 5971.729004
	Iteration 7F: 3 clusters Score -2.027213e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -20282736.000000 Penalty: 5971.729004
	Iteration 8F: 3 clusters Score -2.028274e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150735 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -20290158.000000 Penalty: 5971.729004
	Iteration 9Q: 3 clusters Score -2.029016e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -20294042.000000 Penalty: 5971.729004
	Iteration 10Q: 3 clusters Score -2.029404e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158186 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -20295888.000000 Penalty: 5971.729004
	Iteration 11Q: 3 clusters Score -2.029589e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -20296826.000000 Penalty: 5971.729004
	Iteration 12Q: 3 clusters Score -2.029683e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162073 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -20297618.000000 Penalty: 5971.729004
	Iteration 13Q: 3 clusters Score -2.029762e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -20298432.000000 Penalty: 5971.729004
	Iteration 14Q: 3 clusters Score -2.029843e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164740 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -20298992.000000 Penalty: 5971.729004
	Iteration 15Q: 3 clusters Score -2.029899e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -20299560.000000 Penalty: 5971.729004
	Iteration 16Q: 3 clusters Score -2.029956e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -20299874.000000 Penalty: 5971.729004
	Iteration 17Q: 3 clusters Score -2.029987e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -20300030.000000 Penalty: 5971.729004
	Iteration 18Q: 3 clusters Score -2.030003e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167169 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20300162.000000 Penalty: 5971.729004
	Iteration 19Q: 3 clusters Score -2.030016e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20300292.000000 Penalty: 5971.729004
	Iteration 20F: 3 clusters Score -2.030029e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -20300350.000000 Penalty: 5971.729004
	Iteration 21Q: 3 clusters Score -2.030035e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20300416.000000 Penalty: 5971.729004
	Iteration 22Q: 3 clusters Score -2.030042e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167764 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -20300486.000000 Penalty: 5971.729004
	Iteration 23Q: 3 clusters Score -2.030049e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -20300500.000000 Penalty: 5971.729004
	Iteration 24Q: 3 clusters Score -2.03005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167861 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20300558.000000 Penalty: 5971.729004
	Iteration 25Q: 3 clusters Score -2.030056e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167902 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20300642.000000 Penalty: 5971.729004
	Iteration 26Q: 3 clusters Score -2.030064e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167938 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -20300652.000000 Penalty: 5971.729004
	Iteration 27Q: 3 clusters Score -2.030065e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20300674.000000 Penalty: 5971.729004
	Iteration 28Q: 3 clusters Score -2.030067e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20300716.000000 Penalty: 5971.729004
	Iteration 29Q: 3 clusters Score -2.030072e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20300732.000000 Penalty: 5971.729004
	Iteration 30Q: 3 clusters Score -2.030073e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20300714.000000 Penalty: 5971.729004
	Iteration 31Q: 3 clusters Score -2.030071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20300714.000000 Penalty: 5971.729004
	Iteration 32Q: 3 clusters Score -2.030071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168041 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20300726.000000 Penalty: 5971.729004
	Iteration 33Q: 3 clusters Score -2.030073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -20300742.000000 Penalty: 5971.729004
	Iteration 34Q: 3 clusters Score -2.030074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168050 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20300740.000000 Penalty: 5971.729004
	Iteration 35Q: 3 clusters Score -2.030074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20300750.000000 Penalty: 5971.729004
	Iteration 36Q: 3 clusters Score -2.030075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20300746.000000 Penalty: 5971.729004
	Iteration 37Q: 3 clusters Score -2.030075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168055 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20300746.000000 Penalty: 5971.729004
	Iteration 38Q: 3 clusters Score -2.030075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20300748.000000 Penalty: 5971.729004
	Iteration 39Q: 3 clusters Score -2.030075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20300744.000000 Penalty: 5971.729004
	Iteration 40F: 3 clusters Score -2.030074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20300744.000000 Penalty: 5971.729004
	Iteration 41Q: 3 clusters Score -2.030074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20300750.000000 Penalty: 5971.729004
	Iteration 42Q: 3 clusters Score -2.030075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168056 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20300748.000000 Penalty: 5971.729004
	Iteration 43Q: 3 clusters Score -2.030075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20300744.000000 Penalty: 5971.729004
	Iteration 44Q: 3 clusters Score -2.030074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20300740.000000 Penalty: 5971.729004
	Iteration 45Q: 3 clusters Score -2.030074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20300740.000000 Penalty: 5971.729004
	Iteration 46Q: 3 clusters Score -2.030074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20300738.000000 Penalty: 5971.729004
	Iteration 47Q: 3 clusters Score -2.030074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20300750.000000 Penalty: 5971.729004
	Iteration 48Q: 3 clusters Score -2.030075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20300740.000000 Penalty: 5971.729004
	Iteration 49Q: 3 clusters Score -2.030074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20300740.000000 Penalty: 5971.729004
	Iteration 50Q: 3 clusters Score -2.030074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20300746.000000 Penalty: 5971.729004
	Iteration 51Q: 3 clusters Score -2.030075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20300756.000000 Penalty: 5971.729004
	Iteration 52Q: 3 clusters Score -2.030076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168071 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -20300750.000000 Penalty: 5971.729004
	Iteration 53Q: 3 clusters Score -2.030075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20300756.000000 Penalty: 5971.729004
	Iteration 54Q: 3 clusters Score -2.030076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20300746.000000 Penalty: 5971.729004
	Iteration 55Q: 3 clusters Score -2.030075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20300746.000000 Penalty: 5971.729004
	Iteration 56Q: 3 clusters Score -2.030075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168074 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20300756.000000 Penalty: 5971.729004
	Iteration 57Q: 3 clusters Score -2.030076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168071 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -20300758.000000 Penalty: 5971.729004
	Iteration 58Q: 3 clusters Score -2.030076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20300764.000000 Penalty: 5971.729004
	Iteration 59Q: 3 clusters Score -2.030076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20300776.000000 Penalty: 5971.729004
	Iteration 60F: 3 clusters Score -2.030078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20300778.000000 Penalty: 5971.729004
	Iteration 61Q: 3 clusters Score -2.030078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20300774.000000 Penalty: 5971.729004
	Iteration 62Q: 3 clusters Score -2.030077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168074 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20300778.000000 Penalty: 5971.729004
	Iteration 63Q: 3 clusters Score -2.030078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20300780.000000 Penalty: 5971.729004
	Iteration 64Q: 3 clusters Score -2.030078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20300792.000000 Penalty: 5971.729004
	Iteration 65Q: 3 clusters Score -2.030079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20300792.000000 Penalty: 5971.729004
	Iteration 66F: 3 clusters Score -2.030079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -28885.615234 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -28885.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27620.630859 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -27620.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27742.246094 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -27742.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27793.978516 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -27793.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27808.650391 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -27808.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27822.759766 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -27822.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27831.580078 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -27831.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27831.580078 Penalty: 2803.634521
	Iteration 6F: 3 clusters Score -27831.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Entering Unmasked Estep 
Score: -13152982.000000 Penalty: 2880.581543
	Iteration 0F: 2 clusters Score -1.315298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -13079018.000000 Penalty: 5761.163086
	Iteration 0F: 3 clusters Score -1.307902e+07 nChanged 52443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -13108963.000000 Penalty: 5761.163086
	Iteration 1F: 3 clusters Score -1.310896e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -13109604.000000 Penalty: 5761.163086
	Iteration 2Q: 3 clusters Score -1.31096e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -13110332.000000 Penalty: 5761.163086
	Iteration 3Q: 3 clusters Score -1.311033e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -13111391.000000 Penalty: 5761.163086
	Iteration 4Q: 3 clusters Score -1.311139e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -13112999.000000 Penalty: 5761.163086
	Iteration 5Q: 3 clusters Score -1.3113e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -13115470.000000 Penalty: 5761.163086
	Iteration 6Q: 3 clusters Score -1.311547e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -13119909.000000 Penalty: 5761.163086
	Iteration 7F: 3 clusters Score -1.311991e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -13127309.000000 Penalty: 5761.163086
	Iteration 8F: 3 clusters Score -1.312731e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -13136394.000000 Penalty: 5761.163086
	Iteration 9F: 3 clusters Score -1.313639e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 102684 members 
Entering Unmasked Estep 
Score: -13143798.000000 Penalty: 5761.163086
	Iteration 10F: 3 clusters Score -1.31438e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -13147875.000000 Penalty: 5761.163086
	Iteration 11Q: 3 clusters Score -1.314788e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -13149542.000000 Penalty: 5761.163086
	Iteration 12Q: 3 clusters Score -1.314954e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -13150122.000000 Penalty: 5761.163086
	Iteration 13Q: 3 clusters Score -1.315012e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -13150482.000000 Penalty: 5761.163086
	Iteration 14Q: 3 clusters Score -1.315048e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -13150629.000000 Penalty: 5761.163086
	Iteration 15Q: 3 clusters Score -1.315063e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 109736 members 
Entering Unmasked Estep 
Score: -13150728.000000 Penalty: 5761.163086
	Iteration 16Q: 3 clusters Score -1.315073e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -13150779.000000 Penalty: 5761.163086
	Iteration 17Q: 3 clusters Score -1.315078e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -13150802.000000 Penalty: 5761.163086
	Iteration 18Q: 3 clusters Score -1.31508e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -13150824.000000 Penalty: 5761.163086
	Iteration 19Q: 3 clusters Score -1.315082e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 109788 members 
Entering Unmasked Estep 
Score: -13150839.000000 Penalty: 5761.163086
	Iteration 20F: 3 clusters Score -1.315084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -13150857.000000 Penalty: 5761.163086
	Iteration 21Q: 3 clusters Score -1.315086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -13150882.000000 Penalty: 5761.163086
	Iteration 22Q: 3 clusters Score -1.315088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -13150879.000000 Penalty: 5761.163086
	Iteration 23Q: 3 clusters Score -1.315088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -13150888.000000 Penalty: 5761.163086
	Iteration 24Q: 3 clusters Score -1.315089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 109799 members 
Entering Unmasked Estep 
Score: -13150897.000000 Penalty: 5761.163086
	Iteration 25Q: 3 clusters Score -1.31509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -13150897.000000 Penalty: 5761.163086
	Iteration 26Q: 3 clusters Score -1.31509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -13150901.000000 Penalty: 5761.163086
	Iteration 27Q: 3 clusters Score -1.31509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -13150899.000000 Penalty: 5761.163086
	Iteration 28Q: 3 clusters Score -1.31509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -13150902.000000 Penalty: 5761.163086
	Iteration 29Q: 3 clusters Score -1.31509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -13150896.000000 Penalty: 5761.163086
	Iteration 30Q: 3 clusters Score -1.31509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 109782 members 
Entering Unmasked Estep 
Score: -13150897.000000 Penalty: 5761.163086
	Iteration 31Q: 3 clusters Score -1.31509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 109781 members 
Entering Unmasked Estep 
Score: -13150895.000000 Penalty: 5761.163086
	Iteration 32Q: 3 clusters Score -1.31509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -13150902.000000 Penalty: 5761.163086
	Iteration 33Q: 3 clusters Score -1.31509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -13150895.000000 Penalty: 5761.163086
	Iteration 34Q: 3 clusters Score -1.31509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -13150902.000000 Penalty: 5761.163086
	Iteration 35Q: 3 clusters Score -1.31509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -13150902.000000 Penalty: 5761.163086
	Iteration 36Q: 3 clusters Score -1.31509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -13150902.000000 Penalty: 5761.163086
	Iteration 37Q: 3 clusters Score -1.31509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -13150900.000000 Penalty: 5761.163086
	Iteration 38Q: 3 clusters Score -1.31509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -13150901.000000 Penalty: 5761.163086
	Iteration 39Q: 3 clusters Score -1.31509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -13150903.000000 Penalty: 5761.163086
	Iteration 40F: 3 clusters Score -1.31509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Entering Unmasked Estep 
Score: -3364108.500000 Penalty: 2549.245361
	Iteration 0F: 2 clusters Score -3364108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3344138.000000 Penalty: 5098.490723
	Iteration 0F: 3 clusters Score -3344138 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3351372.500000 Penalty: 5098.490723
	Iteration 1F: 3 clusters Score -3351372 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3351815.500000 Penalty: 5098.490723
	Iteration 2Q: 3 clusters Score -3351816 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3352185.750000 Penalty: 5098.490723
	Iteration 3Q: 3 clusters Score -3352186 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3352473.000000 Penalty: 5098.490723
	Iteration 4Q: 3 clusters Score -3352473 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3352792.000000 Penalty: 5098.490723
	Iteration 5Q: 3 clusters Score -3352792 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3353145.750000 Penalty: 5098.490723
	Iteration 6Q: 3 clusters Score -3353146 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3353548.250000 Penalty: 5098.490723
	Iteration 7Q: 3 clusters Score -3353548 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3354104.000000 Penalty: 5098.490723
	Iteration 8Q: 3 clusters Score -3354104 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3354747.250000 Penalty: 5098.490723
	Iteration 9Q: 3 clusters Score -3354747 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3355519.000000 Penalty: 5098.490723
	Iteration 10Q: 3 clusters Score -3355519 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3356376.250000 Penalty: 5098.490723
	Iteration 11F: 3 clusters Score -3356376 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3357275.250000 Penalty: 5098.490723
	Iteration 12Q: 3 clusters Score -3357275 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3358070.750000 Penalty: 5098.490723
	Iteration 13Q: 3 clusters Score -3358071 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3358785.250000 Penalty: 5098.490723
	Iteration 14Q: 3 clusters Score -3358785 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3359408.500000 Penalty: 5098.490723
	Iteration 15Q: 3 clusters Score -3359408 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3359927.000000 Penalty: 5098.490723
	Iteration 16Q: 3 clusters Score -3359927 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3360427.000000 Penalty: 5098.490723
	Iteration 17Q: 3 clusters Score -3360427 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3360776.500000 Penalty: 5098.490723
	Iteration 18Q: 3 clusters Score -3360776 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3360993.500000 Penalty: 5098.490723
	Iteration 19Q: 3 clusters Score -3360994 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3361183.000000 Penalty: 5098.490723
	Iteration 20F: 3 clusters Score -3361183 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3361329.750000 Penalty: 5098.490723
	Iteration 21Q: 3 clusters Score -3361330 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3361446.000000 Penalty: 5098.490723
	Iteration 22Q: 3 clusters Score -3361446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3361545.500000 Penalty: 5098.490723
	Iteration 23Q: 3 clusters Score -3361546 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3361642.000000 Penalty: 5098.490723
	Iteration 24Q: 3 clusters Score -3361642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3361735.250000 Penalty: 5098.490723
	Iteration 25Q: 3 clusters Score -3361735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3361798.750000 Penalty: 5098.490723
	Iteration 26Q: 3 clusters Score -3361799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3361847.000000 Penalty: 5098.490723
	Iteration 27Q: 3 clusters Score -3361847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3361895.750000 Penalty: 5098.490723
	Iteration 28Q: 3 clusters Score -3361896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3361916.750000 Penalty: 5098.490723
	Iteration 29Q: 3 clusters Score -3361917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3361950.250000 Penalty: 5098.490723
	Iteration 30Q: 3 clusters Score -3361950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3361973.250000 Penalty: 5098.490723
	Iteration 31Q: 3 clusters Score -3361973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3361988.500000 Penalty: 5098.490723
	Iteration 32Q: 3 clusters Score -3361988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3361998.000000 Penalty: 5098.490723
	Iteration 33Q: 3 clusters Score -3361998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3362004.250000 Penalty: 5098.490723
	Iteration 34Q: 3 clusters Score -3362004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3362004.000000 Penalty: 5098.490723
	Iteration 35Q: 3 clusters Score -3362004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3362006.000000 Penalty: 5098.490723
	Iteration 36Q: 3 clusters Score -3362006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3362005.500000 Penalty: 5098.490723
	Iteration 37Q: 3 clusters Score -3362006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3362012.500000 Penalty: 5098.490723
	Iteration 38Q: 3 clusters Score -3362012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3362017.250000 Penalty: 5098.490723
	Iteration 39Q: 3 clusters Score -3362017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3362018.250000 Penalty: 5098.490723
	Iteration 40F: 3 clusters Score -3362018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3362016.250000 Penalty: 5098.490723
	Iteration 41Q: 3 clusters Score -3362016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3362017.750000 Penalty: 5098.490723
	Iteration 42Q: 3 clusters Score -3362018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3362016.000000 Penalty: 5098.490723
	Iteration 43Q: 3 clusters Score -3362016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3362015.500000 Penalty: 5098.490723
	Iteration 44Q: 3 clusters Score -3362016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3362012.250000 Penalty: 5098.490723
	Iteration 45Q: 3 clusters Score -3362012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3362010.500000 Penalty: 5098.490723
	Iteration 46Q: 3 clusters Score -3362010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3362008.750000 Penalty: 5098.490723
	Iteration 47Q: 3 clusters Score -3362009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3362016.500000 Penalty: 5098.490723
	Iteration 48Q: 3 clusters Score -3362016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3362016.500000 Penalty: 5098.490723
	Iteration 49F: 3 clusters Score -3362016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (245573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245573 members 
Entering Unmasked Estep 
Score: -28795062.000000 Penalty: 3078.014648
	Iteration 0F: 2 clusters Score -2.879506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122071 members 
Mstep: Class 2 contains 123502 members 
Entering Unmasked Estep 
Score: -28630592.000000 Penalty: 6156.029297
	Iteration 0F: 3 clusters Score -2.863059e+07 nChanged 118662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -28701080.000000 Penalty: 6156.029297
	Iteration 1F: 3 clusters Score -2.870108e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -28704490.000000 Penalty: 6156.029297
	Iteration 2Q: 3 clusters Score -2.870449e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -28711236.000000 Penalty: 6156.029297
	Iteration 3F: 3 clusters Score -2.871124e+07 nChanged 18899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 176541 members 
Entering Unmasked Estep 
Score: -28724834.000000 Penalty: 6156.029297
	Iteration 4F: 3 clusters Score -2.872483e+07 nChanged 23685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 200128 members 
Entering Unmasked Estep 
Score: -28746758.000000 Penalty: 6156.029297
	Iteration 5F: 3 clusters Score -2.874676e+07 nChanged 23012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 223112 members 
Entering Unmasked Estep 
Score: -28770598.000000 Penalty: 6156.029297
	Iteration 6F: 3 clusters Score -2.87706e+07 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 237512 members 
Entering Unmasked Estep 
Score: -28785382.000000 Penalty: 6156.029297
	Iteration 7F: 3 clusters Score -2.878538e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 242997 members 
Entering Unmasked Estep 
Score: -28790554.000000 Penalty: 6156.029297
	Iteration 8Q: 3 clusters Score -2.879055e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 244537 members 
Entering Unmasked Estep 
Score: -28791996.000000 Penalty: 6156.029297
	Iteration 9Q: 3 clusters Score -2.8792e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 244919 members 
Entering Unmasked Estep 
Score: -28792442.000000 Penalty: 6156.029297
	Iteration 10Q: 3 clusters Score -2.879244e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 245014 members 
Entering Unmasked Estep 
Score: -28792564.000000 Penalty: 6156.029297
	Iteration 11Q: 3 clusters Score -2.879256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 245049 members 
Entering Unmasked Estep 
Score: -28792646.000000 Penalty: 6156.029297
	Iteration 12Q: 3 clusters Score -2.879265e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 245057 members 
Entering Unmasked Estep 
Score: -28792720.000000 Penalty: 6156.029297
	Iteration 13Q: 3 clusters Score -2.879272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 245052 members 
Entering Unmasked Estep 
Score: -28792764.000000 Penalty: 6156.029297
	Iteration 14Q: 3 clusters Score -2.879276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 245041 members 
Entering Unmasked Estep 
Score: -28792766.000000 Penalty: 6156.029297
	Iteration 15Q: 3 clusters Score -2.879277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 245029 members 
Entering Unmasked Estep 
Score: -28792770.000000 Penalty: 6156.029297
	Iteration 16Q: 3 clusters Score -2.879277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 245017 members 
Entering Unmasked Estep 
Score: -28792828.000000 Penalty: 6156.029297
	Iteration 17Q: 3 clusters Score -2.879283e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 245006 members 
Entering Unmasked Estep 
Score: -28792860.000000 Penalty: 6156.029297
	Iteration 18Q: 3 clusters Score -2.879286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 244996 members 
Entering Unmasked Estep 
Score: -28792886.000000 Penalty: 6156.029297
	Iteration 19Q: 3 clusters Score -2.879289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 244987 members 
Entering Unmasked Estep 
Score: -28792906.000000 Penalty: 6156.029297
	Iteration 20F: 3 clusters Score -2.879291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 244976 members 
Entering Unmasked Estep 
Score: -28792946.000000 Penalty: 6156.029297
	Iteration 21Q: 3 clusters Score -2.879295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 244965 members 
Entering Unmasked Estep 
Score: -28792960.000000 Penalty: 6156.029297
	Iteration 22Q: 3 clusters Score -2.879296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 244958 members 
Entering Unmasked Estep 
Score: -28792990.000000 Penalty: 6156.029297
	Iteration 23Q: 3 clusters Score -2.879299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 244941 members 
Entering Unmasked Estep 
Score: -28793016.000000 Penalty: 6156.029297
	Iteration 24Q: 3 clusters Score -2.879302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 244930 members 
Entering Unmasked Estep 
Score: -28793078.000000 Penalty: 6156.029297
	Iteration 25Q: 3 clusters Score -2.879308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 244914 members 
Entering Unmasked Estep 
Score: -28793146.000000 Penalty: 6156.029297
	Iteration 26Q: 3 clusters Score -2.879315e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 244885 members 
Entering Unmasked Estep 
Score: -28793182.000000 Penalty: 6156.029297
	Iteration 27Q: 3 clusters Score -2.879318e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 244863 members 
Entering Unmasked Estep 
Score: -28793220.000000 Penalty: 6156.029297
	Iteration 28Q: 3 clusters Score -2.879322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 244824 members 
Entering Unmasked Estep 
Score: -28793268.000000 Penalty: 6156.029297
	Iteration 29Q: 3 clusters Score -2.879327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 244798 members 
Entering Unmasked Estep 
Score: -28793280.000000 Penalty: 6156.029297
	Iteration 30Q: 3 clusters Score -2.879328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 244776 members 
Entering Unmasked Estep 
Score: -28793294.000000 Penalty: 6156.029297
	Iteration 31Q: 3 clusters Score -2.879329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 244746 members 
Entering Unmasked Estep 
Score: -28793336.000000 Penalty: 6156.029297
	Iteration 32Q: 3 clusters Score -2.879334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 244724 members 
Entering Unmasked Estep 
Score: -28793358.000000 Penalty: 6156.029297
	Iteration 33Q: 3 clusters Score -2.879336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 244706 members 
Entering Unmasked Estep 
Score: -28793386.000000 Penalty: 6156.029297
	Iteration 34Q: 3 clusters Score -2.879339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 244688 members 
Entering Unmasked Estep 
Score: -28793428.000000 Penalty: 6156.029297
	Iteration 35Q: 3 clusters Score -2.879343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 244673 members 
Entering Unmasked Estep 
Score: -28793440.000000 Penalty: 6156.029297
	Iteration 36Q: 3 clusters Score -2.879344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 244657 members 
Entering Unmasked Estep 
Score: -28793470.000000 Penalty: 6156.029297
	Iteration 37Q: 3 clusters Score -2.879347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 244647 members 
Entering Unmasked Estep 
Score: -28793468.000000 Penalty: 6156.029297
	Iteration 38Q: 3 clusters Score -2.879347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 244639 members 
Entering Unmasked Estep 
Score: -28793458.000000 Penalty: 6156.029297
	Iteration 39Q: 3 clusters Score -2.879346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 244631 members 
Entering Unmasked Estep 
Score: -28793472.000000 Penalty: 6156.029297
	Iteration 40F: 3 clusters Score -2.879347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 244621 members 
Entering Unmasked Estep 
Score: -28793494.000000 Penalty: 6156.029297
	Iteration 41Q: 3 clusters Score -2.879349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 244611 members 
Entering Unmasked Estep 
Score: -28793500.000000 Penalty: 6156.029297
	Iteration 42Q: 3 clusters Score -2.87935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 244603 members 
Entering Unmasked Estep 
Score: -28793508.000000 Penalty: 6156.029297
	Iteration 43Q: 3 clusters Score -2.879351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 244597 members 
Entering Unmasked Estep 
Score: -28793522.000000 Penalty: 6156.029297
	Iteration 44Q: 3 clusters Score -2.879352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 244596 members 
Entering Unmasked Estep 
Score: -28793530.000000 Penalty: 6156.029297
	Iteration 45Q: 3 clusters Score -2.879353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 244593 members 
Entering Unmasked Estep 
Score: -28793528.000000 Penalty: 6156.029297
	Iteration 46Q: 3 clusters Score -2.879353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 244588 members 
Entering Unmasked Estep 
Score: -28793534.000000 Penalty: 6156.029297
	Iteration 47Q: 3 clusters Score -2.879353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 244587 members 
Entering Unmasked Estep 
Score: -28793530.000000 Penalty: 6156.029297
	Iteration 48Q: 3 clusters Score -2.879353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 244586 members 
Entering Unmasked Estep 
Score: -28793516.000000 Penalty: 6156.029297
	Iteration 49Q: 3 clusters Score -2.879352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 244585 members 
Entering Unmasked Estep 
Score: -28793526.000000 Penalty: 6156.029297
	Iteration 50Q: 3 clusters Score -2.879353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 244585 members 
Entering Unmasked Estep 
Score: -28793526.000000 Penalty: 6156.029297
	Iteration 51F: 3 clusters Score -2.879353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Entering Unmasked Estep 
Score: -3012897.500000 Penalty: 2530.113770
	Iteration 0F: 2 clusters Score -3012898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2994352.750000 Penalty: 5060.227539
	Iteration 0F: 3 clusters Score -2994353 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3001301.750000 Penalty: 5060.227539
	Iteration 1F: 3 clusters Score -3001302 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3002088.500000 Penalty: 5060.227539
	Iteration 2F: 3 clusters Score -3002088 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3002932.500000 Penalty: 5060.227539
	Iteration 3F: 3 clusters Score -3002932 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3003785.500000 Penalty: 5060.227539
	Iteration 4F: 3 clusters Score -3003786 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3004673.000000 Penalty: 5060.227539
	Iteration 5F: 3 clusters Score -3004673 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3005503.250000 Penalty: 5060.227539
	Iteration 6F: 3 clusters Score -3005503 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3006280.750000 Penalty: 5060.227539
	Iteration 7Q: 3 clusters Score -3006281 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3007035.250000 Penalty: 5060.227539
	Iteration 8Q: 3 clusters Score -3007035 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3007640.500000 Penalty: 5060.227539
	Iteration 9Q: 3 clusters Score -3007640 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3008058.500000 Penalty: 5060.227539
	Iteration 10Q: 3 clusters Score -3008058 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3008342.750000 Penalty: 5060.227539
	Iteration 11Q: 3 clusters Score -3008343 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3008523.500000 Penalty: 5060.227539
	Iteration 12Q: 3 clusters Score -3008524 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3008650.500000 Penalty: 5060.227539
	Iteration 13Q: 3 clusters Score -3008650 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3008730.500000 Penalty: 5060.227539
	Iteration 14Q: 3 clusters Score -3008730 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3008795.750000 Penalty: 5060.227539
	Iteration 15Q: 3 clusters Score -3008796 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3008849.250000 Penalty: 5060.227539
	Iteration 16Q: 3 clusters Score -3008849 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3008892.750000 Penalty: 5060.227539
	Iteration 17Q: 3 clusters Score -3008893 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3008928.500000 Penalty: 5060.227539
	Iteration 18Q: 3 clusters Score -3008928 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3008950.500000 Penalty: 5060.227539
	Iteration 19Q: 3 clusters Score -3008950 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3008975.750000 Penalty: 5060.227539
	Iteration 20F: 3 clusters Score -3008976 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3009009.250000 Penalty: 5060.227539
	Iteration 21Q: 3 clusters Score -3009009 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3009042.250000 Penalty: 5060.227539
	Iteration 22Q: 3 clusters Score -3009042 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3009051.750000 Penalty: 5060.227539
	Iteration 23Q: 3 clusters Score -3009052 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3009074.750000 Penalty: 5060.227539
	Iteration 24Q: 3 clusters Score -3009075 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3009131.750000 Penalty: 5060.227539
	Iteration 25Q: 3 clusters Score -3009132 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3009172.500000 Penalty: 5060.227539
	Iteration 26Q: 3 clusters Score -3009172 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3009198.750000 Penalty: 5060.227539
	Iteration 27Q: 3 clusters Score -3009199 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3009234.250000 Penalty: 5060.227539
	Iteration 28Q: 3 clusters Score -3009234 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3009300.500000 Penalty: 5060.227539
	Iteration 29Q: 3 clusters Score -3009300 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3009357.500000 Penalty: 5060.227539
	Iteration 30Q: 3 clusters Score -3009358 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3009442.500000 Penalty: 5060.227539
	Iteration 31Q: 3 clusters Score -3009442 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3009546.500000 Penalty: 5060.227539
	Iteration 32Q: 3 clusters Score -3009546 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3009682.000000 Penalty: 5060.227539
	Iteration 33Q: 3 clusters Score -3009682 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3009834.250000 Penalty: 5060.227539
	Iteration 34Q: 3 clusters Score -3009834 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3009997.250000 Penalty: 5060.227539
	Iteration 35Q: 3 clusters Score -3009997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3010121.750000 Penalty: 5060.227539
	Iteration 36Q: 3 clusters Score -3010122 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3010249.750000 Penalty: 5060.227539
	Iteration 37Q: 3 clusters Score -3010250 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3010353.000000 Penalty: 5060.227539
	Iteration 38Q: 3 clusters Score -3010353 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3010458.000000 Penalty: 5060.227539
	Iteration 39Q: 3 clusters Score -3010458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3010540.250000 Penalty: 5060.227539
	Iteration 40F: 3 clusters Score -3010540 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3010601.750000 Penalty: 5060.227539
	Iteration 41Q: 3 clusters Score -3010602 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3010648.250000 Penalty: 5060.227539
	Iteration 42Q: 3 clusters Score -3010648 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3010715.500000 Penalty: 5060.227539
	Iteration 43Q: 3 clusters Score -3010716 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3010761.750000 Penalty: 5060.227539
	Iteration 44Q: 3 clusters Score -3010762 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3010792.250000 Penalty: 5060.227539
	Iteration 45Q: 3 clusters Score -3010792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3010818.750000 Penalty: 5060.227539
	Iteration 46Q: 3 clusters Score -3010819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3010823.000000 Penalty: 5060.227539
	Iteration 47Q: 3 clusters Score -3010823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3010841.250000 Penalty: 5060.227539
	Iteration 48Q: 3 clusters Score -3010841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3010845.750000 Penalty: 5060.227539
	Iteration 49Q: 3 clusters Score -3010846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3010857.250000 Penalty: 5060.227539
	Iteration 50Q: 3 clusters Score -3010857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3010866.250000 Penalty: 5060.227539
	Iteration 51Q: 3 clusters Score -3010866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3010872.250000 Penalty: 5060.227539
	Iteration 52Q: 3 clusters Score -3010872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3010878.750000 Penalty: 5060.227539
	Iteration 53Q: 3 clusters Score -3010879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3010885.000000 Penalty: 5060.227539
	Iteration 54Q: 3 clusters Score -3010885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3010880.750000 Penalty: 5060.227539
	Iteration 55Q: 3 clusters Score -3010881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3010892.750000 Penalty: 5060.227539
	Iteration 56Q: 3 clusters Score -3010893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3010906.500000 Penalty: 5060.227539
	Iteration 57Q: 3 clusters Score -3010906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3010925.250000 Penalty: 5060.227539
	Iteration 58Q: 3 clusters Score -3010925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3010928.250000 Penalty: 5060.227539
	Iteration 59Q: 3 clusters Score -3010928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3010926.750000 Penalty: 5060.227539
	Iteration 60F: 3 clusters Score -3010927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3010933.750000 Penalty: 5060.227539
	Iteration 61Q: 3 clusters Score -3010934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3010945.000000 Penalty: 5060.227539
	Iteration 62Q: 3 clusters Score -3010945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3010945.250000 Penalty: 5060.227539
	Iteration 63Q: 3 clusters Score -3010945 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3010959.000000 Penalty: 5060.227539
	Iteration 64Q: 3 clusters Score -3010959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3010969.500000 Penalty: 5060.227539
	Iteration 65Q: 3 clusters Score -3010970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3010984.000000 Penalty: 5060.227539
	Iteration 66Q: 3 clusters Score -3010984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3010985.500000 Penalty: 5060.227539
	Iteration 67Q: 3 clusters Score -3010986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3010989.000000 Penalty: 5060.227539
	Iteration 68Q: 3 clusters Score -3010989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3010991.000000 Penalty: 5060.227539
	Iteration 69Q: 3 clusters Score -3010991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3011002.000000 Penalty: 5060.227539
	Iteration 70Q: 3 clusters Score -3011002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3011011.500000 Penalty: 5060.227539
	Iteration 71Q: 3 clusters Score -3011012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3011012.250000 Penalty: 5060.227539
	Iteration 72Q: 3 clusters Score -3011012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3011010.000000 Penalty: 5060.227539
	Iteration 73Q: 3 clusters Score -3011010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3011010.250000 Penalty: 5060.227539
	Iteration 74Q: 3 clusters Score -3011010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3011018.000000 Penalty: 5060.227539
	Iteration 75Q: 3 clusters Score -3011018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3011005.750000 Penalty: 5060.227539
	Iteration 76Q: 3 clusters Score -3011006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3011021.500000 Penalty: 5060.227539
	Iteration 77Q: 3 clusters Score -3011022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3011026.500000 Penalty: 5060.227539
	Iteration 78Q: 3 clusters Score -3011026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3011023.750000 Penalty: 5060.227539
	Iteration 79Q: 3 clusters Score -3011024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3011025.750000 Penalty: 5060.227539
	Iteration 80F: 3 clusters Score -3011026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3011025.250000 Penalty: 5060.227539
	Iteration 81Q: 3 clusters Score -3011025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3011025.750000 Penalty: 5060.227539
	Iteration 82Q: 3 clusters Score -3011026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3011028.000000 Penalty: 5060.227539
	Iteration 83Q: 3 clusters Score -3011028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3011036.750000 Penalty: 5060.227539
	Iteration 84Q: 3 clusters Score -3011037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3011036.500000 Penalty: 5060.227539
	Iteration 85Q: 3 clusters Score -3011036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3011031.500000 Penalty: 5060.227539
	Iteration 86Q: 3 clusters Score -3011032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3011032.000000 Penalty: 5060.227539
	Iteration 87Q: 3 clusters Score -3011032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3011027.750000 Penalty: 5060.227539
	Iteration 88Q: 3 clusters Score -3011028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3011029.750000 Penalty: 5060.227539
	Iteration 89Q: 3 clusters Score -3011030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3011028.250000 Penalty: 5060.227539
	Iteration 90Q: 3 clusters Score -3011028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3011035.000000 Penalty: 5060.227539
	Iteration 91Q: 3 clusters Score -3011035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3011035.250000 Penalty: 5060.227539
	Iteration 92Q: 3 clusters Score -3011035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3011035.500000 Penalty: 5060.227539
	Iteration 93Q: 3 clusters Score -3011036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3011037.500000 Penalty: 5060.227539
	Iteration 94Q: 3 clusters Score -3011038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3011034.750000 Penalty: 5060.227539
	Iteration 95Q: 3 clusters Score -3011035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3011041.250000 Penalty: 5060.227539
	Iteration 96Q: 3 clusters Score -3011041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3011037.250000 Penalty: 5060.227539
	Iteration 97Q: 3 clusters Score -3011037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3011032.000000 Penalty: 5060.227539
	Iteration 98Q: 3 clusters Score -3011032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3011038.500000 Penalty: 5060.227539
	Iteration 99Q: 3 clusters Score -3011038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3011042.750000 Penalty: 5060.227539
	Iteration 100F: 3 clusters Score -3011043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3011041.750000 Penalty: 5060.227539
	Iteration 101Q: 3 clusters Score -3011042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3011041.000000 Penalty: 5060.227539
	Iteration 102Q: 3 clusters Score -3011041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3011045.750000 Penalty: 5060.227539
	Iteration 103Q: 3 clusters Score -3011046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3011047.750000 Penalty: 5060.227539
	Iteration 104Q: 3 clusters Score -3011048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3011049.000000 Penalty: 5060.227539
	Iteration 105Q: 3 clusters Score -3011049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3011050.000000 Penalty: 5060.227539
	Iteration 106Q: 3 clusters Score -3011050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3011052.000000 Penalty: 5060.227539
	Iteration 107Q: 3 clusters Score -3011052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3011046.000000 Penalty: 5060.227539
	Iteration 108Q: 3 clusters Score -3011046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3011044.250000 Penalty: 5060.227539
	Iteration 109Q: 3 clusters Score -3011044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3011049.750000 Penalty: 5060.227539
	Iteration 110Q: 3 clusters Score -3011050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3011049.000000 Penalty: 5060.227539
	Iteration 111Q: 3 clusters Score -3011049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3011049.750000 Penalty: 5060.227539
	Iteration 112Q: 3 clusters Score -3011050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3011051.500000 Penalty: 5060.227539
	Iteration 113Q: 3 clusters Score -3011052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3011052.250000 Penalty: 5060.227539
	Iteration 114Q: 3 clusters Score -3011052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3011050.000000 Penalty: 5060.227539
	Iteration 115Q: 3 clusters Score -3011050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3011048.750000 Penalty: 5060.227539
	Iteration 116Q: 3 clusters Score -3011049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3011049.750000 Penalty: 5060.227539
	Iteration 117Q: 3 clusters Score -3011050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3011052.000000 Penalty: 5060.227539
	Iteration 118Q: 3 clusters Score -3011052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3011052.250000 Penalty: 5060.227539
	Iteration 119Q: 3 clusters Score -3011052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3011056.250000 Penalty: 5060.227539
	Iteration 120F: 3 clusters Score -3011056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3011053.250000 Penalty: 5060.227539
	Iteration 121Q: 3 clusters Score -3011053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3011052.500000 Penalty: 5060.227539
	Iteration 122Q: 3 clusters Score -3011052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3011051.750000 Penalty: 5060.227539
	Iteration 123Q: 3 clusters Score -3011052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3011051.750000 Penalty: 5060.227539
	Iteration 124F: 3 clusters Score -3011052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Entering Unmasked Estep 
Score: -7356809.000000 Penalty: 2738.338867
	Iteration 0F: 2 clusters Score -7356809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -7315168.000000 Penalty: 5476.677734
	Iteration 0F: 3 clusters Score -7315168 nChanged 28984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -7331221.000000 Penalty: 5476.677734
	Iteration 1F: 3 clusters Score -7331221 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -7331842.500000 Penalty: 5476.677734
	Iteration 2Q: 3 clusters Score -7331842 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -7332685.000000 Penalty: 5476.677734
	Iteration 3Q: 3 clusters Score -7332685 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -7334054.000000 Penalty: 5476.677734
	Iteration 4Q: 3 clusters Score -7334054 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -7336321.000000 Penalty: 5476.677734
	Iteration 5F: 3 clusters Score -7336321 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -7339878.500000 Penalty: 5476.677734
	Iteration 6F: 3 clusters Score -7339878 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -7344366.000000 Penalty: 5476.677734
	Iteration 7F: 3 clusters Score -7344366 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -7348590.500000 Penalty: 5476.677734
	Iteration 8F: 3 clusters Score -7348590 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -7351620.500000 Penalty: 5476.677734
	Iteration 9F: 3 clusters Score -7351620 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7353380.500000 Penalty: 5476.677734
	Iteration 10Q: 3 clusters Score -7353380 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7354363.000000 Penalty: 5476.677734
	Iteration 11Q: 3 clusters Score -7354363 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7354928.500000 Penalty: 5476.677734
	Iteration 12Q: 3 clusters Score -7354928 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7355277.000000 Penalty: 5476.677734
	Iteration 13Q: 3 clusters Score -7355277 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7355440.000000 Penalty: 5476.677734
	Iteration 14Q: 3 clusters Score -7355440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7355524.000000 Penalty: 5476.677734
	Iteration 15Q: 3 clusters Score -7355524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7355569.000000 Penalty: 5476.677734
	Iteration 16Q: 3 clusters Score -7355569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -7355611.000000 Penalty: 5476.677734
	Iteration 17Q: 3 clusters Score -7355611 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7355624.500000 Penalty: 5476.677734
	Iteration 18Q: 3 clusters Score -7355624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7355635.500000 Penalty: 5476.677734
	Iteration 19Q: 3 clusters Score -7355636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7355637.000000 Penalty: 5476.677734
	Iteration 20F: 3 clusters Score -7355637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7355638.500000 Penalty: 5476.677734
	Iteration 21Q: 3 clusters Score -7355638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -7355649.500000 Penalty: 5476.677734
	Iteration 22Q: 3 clusters Score -7355650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7355652.500000 Penalty: 5476.677734
	Iteration 23Q: 3 clusters Score -7355652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7355656.000000 Penalty: 5476.677734
	Iteration 24Q: 3 clusters Score -7355656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7355657.000000 Penalty: 5476.677734
	Iteration 25Q: 3 clusters Score -7355657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7355653.500000 Penalty: 5476.677734
	Iteration 26Q: 3 clusters Score -7355654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7355659.000000 Penalty: 5476.677734
	Iteration 27Q: 3 clusters Score -7355659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7355659.000000 Penalty: 5476.677734
	Iteration 28F: 3 clusters Score -7355659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Entering Unmasked Estep 
Score: -2530934.500000 Penalty: 2482.481934
	Iteration 0F: 2 clusters Score -2530934 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 11332 members 
Entering Unmasked Estep 
Score: -2515401.000000 Penalty: 4964.963867
	Iteration 0F: 3 clusters Score -2515401 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2521245.250000 Penalty: 4964.963867
	Iteration 1F: 3 clusters Score -2521245 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2522265.500000 Penalty: 4964.963867
	Iteration 2F: 3 clusters Score -2522266 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2523376.250000 Penalty: 4964.963867
	Iteration 3F: 3 clusters Score -2523376 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2524413.500000 Penalty: 4964.963867
	Iteration 4F: 3 clusters Score -2524414 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2525358.250000 Penalty: 4964.963867
	Iteration 5F: 3 clusters Score -2525358 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2526116.250000 Penalty: 4964.963867
	Iteration 6Q: 3 clusters Score -2526116 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2526701.000000 Penalty: 4964.963867
	Iteration 7Q: 3 clusters Score -2526701 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2527168.250000 Penalty: 4964.963867
	Iteration 8Q: 3 clusters Score -2527168 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2527545.000000 Penalty: 4964.963867
	Iteration 9Q: 3 clusters Score -2527545 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2527857.500000 Penalty: 4964.963867
	Iteration 10Q: 3 clusters Score -2527858 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2528108.750000 Penalty: 4964.963867
	Iteration 11Q: 3 clusters Score -2528109 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2528387.500000 Penalty: 4964.963867
	Iteration 12Q: 3 clusters Score -2528388 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2528705.250000 Penalty: 4964.963867
	Iteration 13Q: 3 clusters Score -2528705 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2529036.250000 Penalty: 4964.963867
	Iteration 14Q: 3 clusters Score -2529036 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2529227.000000 Penalty: 4964.963867
	Iteration 15Q: 3 clusters Score -2529227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2529322.500000 Penalty: 4964.963867
	Iteration 16Q: 3 clusters Score -2529322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2529373.000000 Penalty: 4964.963867
	Iteration 17Q: 3 clusters Score -2529373 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2529409.750000 Penalty: 4964.963867
	Iteration 18Q: 3 clusters Score -2529410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2529439.000000 Penalty: 4964.963867
	Iteration 19Q: 3 clusters Score -2529439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2529458.500000 Penalty: 4964.963867
	Iteration 20F: 3 clusters Score -2529458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2529473.000000 Penalty: 4964.963867
	Iteration 21Q: 3 clusters Score -2529473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2529479.000000 Penalty: 4964.963867
	Iteration 22Q: 3 clusters Score -2529479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2529489.000000 Penalty: 4964.963867
	Iteration 23Q: 3 clusters Score -2529489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2529494.000000 Penalty: 4964.963867
	Iteration 24Q: 3 clusters Score -2529494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2529505.250000 Penalty: 4964.963867
	Iteration 25Q: 3 clusters Score -2529505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2529508.750000 Penalty: 4964.963867
	Iteration 26Q: 3 clusters Score -2529509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2529511.000000 Penalty: 4964.963867
	Iteration 27Q: 3 clusters Score -2529511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2529520.250000 Penalty: 4964.963867
	Iteration 28Q: 3 clusters Score -2529520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2529528.500000 Penalty: 4964.963867
	Iteration 29Q: 3 clusters Score -2529528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2529533.750000 Penalty: 4964.963867
	Iteration 30Q: 3 clusters Score -2529534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2529540.250000 Penalty: 4964.963867
	Iteration 31Q: 3 clusters Score -2529540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2529555.500000 Penalty: 4964.963867
	Iteration 32Q: 3 clusters Score -2529556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2529557.500000 Penalty: 4964.963867
	Iteration 33Q: 3 clusters Score -2529558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2529568.750000 Penalty: 4964.963867
	Iteration 34Q: 3 clusters Score -2529569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2529574.750000 Penalty: 4964.963867
	Iteration 35Q: 3 clusters Score -2529575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2529591.750000 Penalty: 4964.963867
	Iteration 36Q: 3 clusters Score -2529592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2529593.750000 Penalty: 4964.963867
	Iteration 37Q: 3 clusters Score -2529594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2529612.750000 Penalty: 4964.963867
	Iteration 38Q: 3 clusters Score -2529613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2529619.750000 Penalty: 4964.963867
	Iteration 39Q: 3 clusters Score -2529620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2529625.750000 Penalty: 4964.963867
	Iteration 40F: 3 clusters Score -2529626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2529629.250000 Penalty: 4964.963867
	Iteration 41Q: 3 clusters Score -2529629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2529631.750000 Penalty: 4964.963867
	Iteration 42Q: 3 clusters Score -2529632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2529632.500000 Penalty: 4964.963867
	Iteration 43Q: 3 clusters Score -2529632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2529642.000000 Penalty: 4964.963867
	Iteration 44Q: 3 clusters Score -2529642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2529659.250000 Penalty: 4964.963867
	Iteration 45Q: 3 clusters Score -2529659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2529665.750000 Penalty: 4964.963867
	Iteration 46Q: 3 clusters Score -2529666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2529671.500000 Penalty: 4964.963867
	Iteration 47Q: 3 clusters Score -2529672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2529678.750000 Penalty: 4964.963867
	Iteration 48Q: 3 clusters Score -2529679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2529686.250000 Penalty: 4964.963867
	Iteration 49Q: 3 clusters Score -2529686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2529683.500000 Penalty: 4964.963867
	Iteration 50Q: 3 clusters Score -2529684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2529691.500000 Penalty: 4964.963867
	Iteration 51Q: 3 clusters Score -2529692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2529700.250000 Penalty: 4964.963867
	Iteration 52Q: 3 clusters Score -2529700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2529712.250000 Penalty: 4964.963867
	Iteration 53Q: 3 clusters Score -2529712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2529725.250000 Penalty: 4964.963867
	Iteration 54Q: 3 clusters Score -2529725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2529732.750000 Penalty: 4964.963867
	Iteration 55Q: 3 clusters Score -2529733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2529737.250000 Penalty: 4964.963867
	Iteration 56Q: 3 clusters Score -2529737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2529750.250000 Penalty: 4964.963867
	Iteration 57Q: 3 clusters Score -2529750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2529771.000000 Penalty: 4964.963867
	Iteration 58Q: 3 clusters Score -2529771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2529770.250000 Penalty: 4964.963867
	Iteration 59Q: 3 clusters Score -2529770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2529782.250000 Penalty: 4964.963867
	Iteration 60F: 3 clusters Score -2529782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2529790.500000 Penalty: 4964.963867
	Iteration 61Q: 3 clusters Score -2529790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2529793.500000 Penalty: 4964.963867
	Iteration 62Q: 3 clusters Score -2529794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2529804.750000 Penalty: 4964.963867
	Iteration 63Q: 3 clusters Score -2529805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2529804.750000 Penalty: 4964.963867
	Iteration 64Q: 3 clusters Score -2529805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2529807.250000 Penalty: 4964.963867
	Iteration 65Q: 3 clusters Score -2529807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2529813.250000 Penalty: 4964.963867
	Iteration 66Q: 3 clusters Score -2529813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2529812.000000 Penalty: 4964.963867
	Iteration 67Q: 3 clusters Score -2529812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2529813.250000 Penalty: 4964.963867
	Iteration 68Q: 3 clusters Score -2529813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2529818.000000 Penalty: 4964.963867
	Iteration 69Q: 3 clusters Score -2529818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2529831.000000 Penalty: 4964.963867
	Iteration 70Q: 3 clusters Score -2529831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2529833.250000 Penalty: 4964.963867
	Iteration 71Q: 3 clusters Score -2529833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2529844.500000 Penalty: 4964.963867
	Iteration 72Q: 3 clusters Score -2529844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2529846.250000 Penalty: 4964.963867
	Iteration 73Q: 3 clusters Score -2529846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2529843.000000 Penalty: 4964.963867
	Iteration 74Q: 3 clusters Score -2529843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2529849.750000 Penalty: 4964.963867
	Iteration 75Q: 3 clusters Score -2529850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2529855.500000 Penalty: 4964.963867
	Iteration 76Q: 3 clusters Score -2529856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2529862.250000 Penalty: 4964.963867
	Iteration 77Q: 3 clusters Score -2529862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2529868.750000 Penalty: 4964.963867
	Iteration 78Q: 3 clusters Score -2529869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2529871.500000 Penalty: 4964.963867
	Iteration 79Q: 3 clusters Score -2529872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2529876.250000 Penalty: 4964.963867
	Iteration 80F: 3 clusters Score -2529876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2529884.500000 Penalty: 4964.963867
	Iteration 81Q: 3 clusters Score -2529884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2529885.500000 Penalty: 4964.963867
	Iteration 82Q: 3 clusters Score -2529886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2529887.500000 Penalty: 4964.963867
	Iteration 83Q: 3 clusters Score -2529888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2529890.750000 Penalty: 4964.963867
	Iteration 84Q: 3 clusters Score -2529891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2529892.500000 Penalty: 4964.963867
	Iteration 85Q: 3 clusters Score -2529892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2529901.500000 Penalty: 4964.963867
	Iteration 86Q: 3 clusters Score -2529902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2529915.500000 Penalty: 4964.963867
	Iteration 87Q: 3 clusters Score -2529916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2529926.250000 Penalty: 4964.963867
	Iteration 88Q: 3 clusters Score -2529926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2529938.500000 Penalty: 4964.963867
	Iteration 89Q: 3 clusters Score -2529938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2529935.000000 Penalty: 4964.963867
	Iteration 90Q: 3 clusters Score -2529935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2529939.500000 Penalty: 4964.963867
	Iteration 91Q: 3 clusters Score -2529940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2529938.750000 Penalty: 4964.963867
	Iteration 92Q: 3 clusters Score -2529939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2529948.750000 Penalty: 4964.963867
	Iteration 93Q: 3 clusters Score -2529949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2529943.000000 Penalty: 4964.963867
	Iteration 94Q: 3 clusters Score -2529943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2529960.750000 Penalty: 4964.963867
	Iteration 95Q: 3 clusters Score -2529961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2529968.250000 Penalty: 4964.963867
	Iteration 96Q: 3 clusters Score -2529968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2529968.250000 Penalty: 4964.963867
	Iteration 97Q: 3 clusters Score -2529968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2529978.750000 Penalty: 4964.963867
	Iteration 98Q: 3 clusters Score -2529979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2529983.250000 Penalty: 4964.963867
	Iteration 99Q: 3 clusters Score -2529983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2529994.750000 Penalty: 4964.963867
	Iteration 100F: 3 clusters Score -2529995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2530010.500000 Penalty: 4964.963867
	Iteration 101Q: 3 clusters Score -2530010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2530017.750000 Penalty: 4964.963867
	Iteration 102Q: 3 clusters Score -2530018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2530033.750000 Penalty: 4964.963867
	Iteration 103Q: 3 clusters Score -2530034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2530048.000000 Penalty: 4964.963867
	Iteration 104Q: 3 clusters Score -2530048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2530070.750000 Penalty: 4964.963867
	Iteration 105Q: 3 clusters Score -2530071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2530097.250000 Penalty: 4964.963867
	Iteration 106Q: 3 clusters Score -2530097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2530119.250000 Penalty: 4964.963867
	Iteration 107Q: 3 clusters Score -2530119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2530141.750000 Penalty: 4964.963867
	Iteration 108Q: 3 clusters Score -2530142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2530176.000000 Penalty: 4964.963867
	Iteration 109Q: 3 clusters Score -2530176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2530205.500000 Penalty: 4964.963867
	Iteration 110Q: 3 clusters Score -2530206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2530241.000000 Penalty: 4964.963867
	Iteration 111Q: 3 clusters Score -2530241 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2530288.500000 Penalty: 4964.963867
	Iteration 112Q: 3 clusters Score -2530288 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2530350.750000 Penalty: 4964.963867
	Iteration 113Q: 3 clusters Score -2530351 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2530438.750000 Penalty: 4964.963867
	Iteration 114Q: 3 clusters Score -2530439 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2530546.500000 Penalty: 4964.963867
	Iteration 115Q: 3 clusters Score -2530546 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2530680.000000 Penalty: 4964.963867
	Iteration 116Q: 3 clusters Score -2530680 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2530810.500000 Penalty: 4964.963867
	Iteration 117Q: 3 clusters Score -2530810 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2530923.250000 Penalty: 4964.963867
	Iteration 118Q: 3 clusters Score -2530923 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2531035.500000 Penalty: 4964.963867
	Iteration 119Q: 3 clusters Score -2531036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2531116.000000 Penalty: 4964.963867
	Iteration 120F: 3 clusters Score -2531116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2531192.750000 Penalty: 4964.963867
	Iteration 121Q: 3 clusters Score -2531193 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2531242.000000 Penalty: 4964.963867
	Iteration 122Q: 3 clusters Score -2531242 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2531296.000000 Penalty: 4964.963867
	Iteration 123Q: 3 clusters Score -2531296 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2531350.750000 Penalty: 4964.963867
	Iteration 124Q: 3 clusters Score -2531351 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2531377.750000 Penalty: 4964.963867
	Iteration 125Q: 3 clusters Score -2531378 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2531405.500000 Penalty: 4964.963867
	Iteration 126Q: 3 clusters Score -2531406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2531416.500000 Penalty: 4964.963867
	Iteration 127Q: 3 clusters Score -2531416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2531440.750000 Penalty: 4964.963867
	Iteration 128Q: 3 clusters Score -2531441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2531447.750000 Penalty: 4964.963867
	Iteration 129Q: 3 clusters Score -2531448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2531460.000000 Penalty: 4964.963867
	Iteration 130Q: 3 clusters Score -2531460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2531458.500000 Penalty: 4964.963867
	Iteration 131Q: 3 clusters Score -2531458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2531466.500000 Penalty: 4964.963867
	Iteration 132Q: 3 clusters Score -2531466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2531465.000000 Penalty: 4964.963867
	Iteration 133Q: 3 clusters Score -2531465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2531468.750000 Penalty: 4964.963867
	Iteration 134Q: 3 clusters Score -2531469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2531474.000000 Penalty: 4964.963867
	Iteration 135Q: 3 clusters Score -2531474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2531475.500000 Penalty: 4964.963867
	Iteration 136Q: 3 clusters Score -2531476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2531485.250000 Penalty: 4964.963867
	Iteration 137Q: 3 clusters Score -2531485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2531484.250000 Penalty: 4964.963867
	Iteration 138Q: 3 clusters Score -2531484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2531486.750000 Penalty: 4964.963867
	Iteration 139Q: 3 clusters Score -2531487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2531489.500000 Penalty: 4964.963867
	Iteration 140F: 3 clusters Score -2531490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2531487.750000 Penalty: 4964.963867
	Iteration 141Q: 3 clusters Score -2531488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2531483.000000 Penalty: 4964.963867
	Iteration 142Q: 3 clusters Score -2531483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2531487.500000 Penalty: 4964.963867
	Iteration 143Q: 3 clusters Score -2531488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2531489.000000 Penalty: 4964.963867
	Iteration 144Q: 3 clusters Score -2531489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2531491.750000 Penalty: 4964.963867
	Iteration 145Q: 3 clusters Score -2531492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2531495.250000 Penalty: 4964.963867
	Iteration 146Q: 3 clusters Score -2531495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2531491.250000 Penalty: 4964.963867
	Iteration 147Q: 3 clusters Score -2531491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2531491.000000 Penalty: 4964.963867
	Iteration 148Q: 3 clusters Score -2531491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2531489.250000 Penalty: 4964.963867
	Iteration 149Q: 3 clusters Score -2531489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2531495.000000 Penalty: 4964.963867
	Iteration 150Q: 3 clusters Score -2531495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2531493.000000 Penalty: 4964.963867
	Iteration 151Q: 3 clusters Score -2531493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2531498.000000 Penalty: 4964.963867
	Iteration 152Q: 3 clusters Score -2531498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2531501.000000 Penalty: 4964.963867
	Iteration 153Q: 3 clusters Score -2531501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2531500.500000 Penalty: 4964.963867
	Iteration 154Q: 3 clusters Score -2531500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2531503.750000 Penalty: 4964.963867
	Iteration 155Q: 3 clusters Score -2531504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2531504.750000 Penalty: 4964.963867
	Iteration 156Q: 3 clusters Score -2531505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2531501.500000 Penalty: 4964.963867
	Iteration 157Q: 3 clusters Score -2531502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2531506.500000 Penalty: 4964.963867
	Iteration 158Q: 3 clusters Score -2531506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2531502.500000 Penalty: 4964.963867
	Iteration 159Q: 3 clusters Score -2531502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2531505.750000 Penalty: 4964.963867
	Iteration 160F: 3 clusters Score -2531506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2531507.500000 Penalty: 4964.963867
	Iteration 161Q: 3 clusters Score -2531508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2531507.000000 Penalty: 4964.963867
	Iteration 162Q: 3 clusters Score -2531507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2531513.250000 Penalty: 4964.963867
	Iteration 163Q: 3 clusters Score -2531513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2531512.500000 Penalty: 4964.963867
	Iteration 164Q: 3 clusters Score -2531512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2531510.500000 Penalty: 4964.963867
	Iteration 165Q: 3 clusters Score -2531510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2531514.500000 Penalty: 4964.963867
	Iteration 166Q: 3 clusters Score -2531514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2531511.250000 Penalty: 4964.963867
	Iteration 167Q: 3 clusters Score -2531511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2531514.250000 Penalty: 4964.963867
	Iteration 168Q: 3 clusters Score -2531514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2531515.500000 Penalty: 4964.963867
	Iteration 169Q: 3 clusters Score -2531516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2531512.500000 Penalty: 4964.963867
	Iteration 170Q: 3 clusters Score -2531512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2531511.250000 Penalty: 4964.963867
	Iteration 171Q: 3 clusters Score -2531511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2531512.000000 Penalty: 4964.963867
	Iteration 172Q: 3 clusters Score -2531512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2531511.750000 Penalty: 4964.963867
	Iteration 173Q: 3 clusters Score -2531512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2531512.750000 Penalty: 4964.963867
	Iteration 174Q: 3 clusters Score -2531513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2531515.000000 Penalty: 4964.963867
	Iteration 175Q: 3 clusters Score -2531515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2531513.500000 Penalty: 4964.963867
	Iteration 176Q: 3 clusters Score -2531514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2531516.000000 Penalty: 4964.963867
	Iteration 177Q: 3 clusters Score -2531516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2531515.750000 Penalty: 4964.963867
	Iteration 178Q: 3 clusters Score -2531516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2531513.250000 Penalty: 4964.963867
	Iteration 179Q: 3 clusters Score -2531513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2531514.500000 Penalty: 4964.963867
	Iteration 180F: 3 clusters Score -2531514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2531512.250000 Penalty: 4964.963867
	Iteration 181Q: 3 clusters Score -2531512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2531514.500000 Penalty: 4964.963867
	Iteration 182Q: 3 clusters Score -2531514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2531517.250000 Penalty: 4964.963867
	Iteration 183Q: 3 clusters Score -2531517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2531517.250000 Penalty: 4964.963867
	Iteration 184F: 3 clusters Score -2531517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 156706 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115600 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175336 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169359 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110774 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245573 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 62423 members 
Mstep: Class 22 contains 10064 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 10507 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 73024 members 
Mstep: Class 30 contains 34817 members 
Mstep: Class 31 contains 17463 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 3280 members 
Mstep: Class 35 contains 9692 members 
Mstep: Class 36 contains 774 members 
Mstep: Class 37 contains 5257 members 
Mstep: Class 38 contains 12184 members 
Entering Unmasked Estep 
Score: -205577840.000000 Penalty: 135658.328125
Splitting cluster 22 changes total score from -205578144.000000 to -205577840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Entering Unmasked Estep 
Score: -975903.187500 Penalty: 2250.935303
	Iteration 0F: 2 clusters Score -975903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -968989.250000 Penalty: 4501.870605
	Iteration 0F: 3 clusters Score -968989.2 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -970888.375000 Penalty: 4501.870605
	Iteration 1F: 3 clusters Score -970888.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -971179.750000 Penalty: 4501.870605
	Iteration 2F: 3 clusters Score -971179.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -971378.812500 Penalty: 4501.870605
	Iteration 3Q: 3 clusters Score -971378.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -971566.500000 Penalty: 4501.870605
	Iteration 4Q: 3 clusters Score -971566.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -971729.375000 Penalty: 4501.870605
	Iteration 5Q: 3 clusters Score -971729.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -971896.937500 Penalty: 4501.870605
	Iteration 6Q: 3 clusters Score -971896.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -972030.437500 Penalty: 4501.870605
	Iteration 7Q: 3 clusters Score -972030.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -972156.062500 Penalty: 4501.870605
	Iteration 8Q: 3 clusters Score -972156.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -972317.625000 Penalty: 4501.870605
	Iteration 9Q: 3 clusters Score -972317.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -972489.187500 Penalty: 4501.870605
	Iteration 10Q: 3 clusters Score -972489.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -972651.625000 Penalty: 4501.870605
	Iteration 11Q: 3 clusters Score -972651.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -972836.312500 Penalty: 4501.870605
	Iteration 12Q: 3 clusters Score -972836.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -973017.000000 Penalty: 4501.870605
	Iteration 13Q: 3 clusters Score -973017 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -973214.000000 Penalty: 4501.870605
	Iteration 14Q: 3 clusters Score -973214 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -973407.187500 Penalty: 4501.870605
	Iteration 15Q: 3 clusters Score -973407.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -973586.812500 Penalty: 4501.870605
	Iteration 16Q: 3 clusters Score -973586.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -973796.437500 Penalty: 4501.870605
	Iteration 17Q: 3 clusters Score -973796.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -974030.187500 Penalty: 4501.870605
	Iteration 18Q: 3 clusters Score -974030.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -974257.500000 Penalty: 4501.870605
	Iteration 19Q: 3 clusters Score -974257.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -974442.125000 Penalty: 4501.870605
	Iteration 20F: 3 clusters Score -974442.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -974560.937500 Penalty: 4501.870605
	Iteration 21Q: 3 clusters Score -974560.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -974635.437500 Penalty: 4501.870605
	Iteration 22Q: 3 clusters Score -974635.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -974679.187500 Penalty: 4501.870605
	Iteration 23Q: 3 clusters Score -974679.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -974708.250000 Penalty: 4501.870605
	Iteration 24Q: 3 clusters Score -974708.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -974734.500000 Penalty: 4501.870605
	Iteration 25Q: 3 clusters Score -974734.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -974759.000000 Penalty: 4501.870605
	Iteration 26Q: 3 clusters Score -974759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -974776.562500 Penalty: 4501.870605
	Iteration 27Q: 3 clusters Score -974776.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -974797.500000 Penalty: 4501.870605
	Iteration 28Q: 3 clusters Score -974797.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -974808.375000 Penalty: 4501.870605
	Iteration 29Q: 3 clusters Score -974808.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -974816.500000 Penalty: 4501.870605
	Iteration 30Q: 3 clusters Score -974816.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -974820.500000 Penalty: 4501.870605
	Iteration 31Q: 3 clusters Score -974820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -974828.562500 Penalty: 4501.870605
	Iteration 32Q: 3 clusters Score -974828.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -974834.125000 Penalty: 4501.870605
	Iteration 33Q: 3 clusters Score -974834.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -974840.250000 Penalty: 4501.870605
	Iteration 34Q: 3 clusters Score -974840.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -974843.687500 Penalty: 4501.870605
	Iteration 35Q: 3 clusters Score -974843.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -974847.312500 Penalty: 4501.870605
	Iteration 36Q: 3 clusters Score -974847.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -974857.187500 Penalty: 4501.870605
	Iteration 37Q: 3 clusters Score -974857.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -974861.187500 Penalty: 4501.870605
	Iteration 38Q: 3 clusters Score -974861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -974864.500000 Penalty: 4501.870605
	Iteration 39Q: 3 clusters Score -974864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -974866.375000 Penalty: 4501.870605
	Iteration 40F: 3 clusters Score -974866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -974866.000000 Penalty: 4501.870605
	Iteration 41Q: 3 clusters Score -974866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -974867.437500 Penalty: 4501.870605
	Iteration 42Q: 3 clusters Score -974867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -974870.187500 Penalty: 4501.870605
	Iteration 43Q: 3 clusters Score -974870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -974870.250000 Penalty: 4501.870605
	Iteration 44Q: 3 clusters Score -974870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -974875.437500 Penalty: 4501.870605
	Iteration 45Q: 3 clusters Score -974875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -974879.062500 Penalty: 4501.870605
	Iteration 46Q: 3 clusters Score -974879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -974885.187500 Penalty: 4501.870605
	Iteration 47Q: 3 clusters Score -974885.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -974889.500000 Penalty: 4501.870605
	Iteration 48Q: 3 clusters Score -974889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -974892.437500 Penalty: 4501.870605
	Iteration 49Q: 3 clusters Score -974892.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -974892.937500 Penalty: 4501.870605
	Iteration 50Q: 3 clusters Score -974892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -974895.875000 Penalty: 4501.870605
	Iteration 51Q: 3 clusters Score -974895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -974897.250000 Penalty: 4501.870605
	Iteration 52Q: 3 clusters Score -974897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -974898.375000 Penalty: 4501.870605
	Iteration 53Q: 3 clusters Score -974898.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -974900.125000 Penalty: 4501.870605
	Iteration 54Q: 3 clusters Score -974900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -974898.562500 Penalty: 4501.870605
	Iteration 55Q: 3 clusters Score -974898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -974897.625000 Penalty: 4501.870605
	Iteration 56Q: 3 clusters Score -974897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -974900.625000 Penalty: 4501.870605
	Iteration 57Q: 3 clusters Score -974900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -974899.875000 Penalty: 4501.870605
	Iteration 58Q: 3 clusters Score -974899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -974899.875000 Penalty: 4501.870605
	Iteration 59F: 3 clusters Score -974899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Entering Unmasked Estep 
Score: -1189907.625000 Penalty: 2284.238770
	Iteration 0F: 2 clusters Score -1189908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1182184.500000 Penalty: 4568.477539
	Iteration 0F: 3 clusters Score -1182184 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1184492.875000 Penalty: 4568.477539
	Iteration 1F: 3 clusters Score -1184493 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1184837.250000 Penalty: 4568.477539
	Iteration 2F: 3 clusters Score -1184837 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1185100.125000 Penalty: 4568.477539
	Iteration 3F: 3 clusters Score -1185100 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1185300.625000 Penalty: 4568.477539
	Iteration 4Q: 3 clusters Score -1185301 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1185493.250000 Penalty: 4568.477539
	Iteration 5Q: 3 clusters Score -1185493 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1185728.875000 Penalty: 4568.477539
	Iteration 6Q: 3 clusters Score -1185729 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1185960.125000 Penalty: 4568.477539
	Iteration 7Q: 3 clusters Score -1185960 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1186191.625000 Penalty: 4568.477539
	Iteration 8Q: 3 clusters Score -1186192 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1186466.500000 Penalty: 4568.477539
	Iteration 9Q: 3 clusters Score -1186466 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1186759.500000 Penalty: 4568.477539
	Iteration 10Q: 3 clusters Score -1186760 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1187009.125000 Penalty: 4568.477539
	Iteration 11Q: 3 clusters Score -1187009 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1187221.875000 Penalty: 4568.477539
	Iteration 12Q: 3 clusters Score -1187222 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1187380.750000 Penalty: 4568.477539
	Iteration 13Q: 3 clusters Score -1187381 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1187502.000000 Penalty: 4568.477539
	Iteration 14Q: 3 clusters Score -1187502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1187620.875000 Penalty: 4568.477539
	Iteration 15Q: 3 clusters Score -1187621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1187709.625000 Penalty: 4568.477539
	Iteration 16Q: 3 clusters Score -1187710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1187780.250000 Penalty: 4568.477539
	Iteration 17Q: 3 clusters Score -1187780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1187832.875000 Penalty: 4568.477539
	Iteration 18Q: 3 clusters Score -1187833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1187868.375000 Penalty: 4568.477539
	Iteration 19Q: 3 clusters Score -1187868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1187892.250000 Penalty: 4568.477539
	Iteration 20F: 3 clusters Score -1187892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1187915.500000 Penalty: 4568.477539
	Iteration 21Q: 3 clusters Score -1187916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1187932.250000 Penalty: 4568.477539
	Iteration 22Q: 3 clusters Score -1187932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1187944.000000 Penalty: 4568.477539
	Iteration 23Q: 3 clusters Score -1187944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1187958.000000 Penalty: 4568.477539
	Iteration 24Q: 3 clusters Score -1187958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1187965.250000 Penalty: 4568.477539
	Iteration 25Q: 3 clusters Score -1187965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1187972.500000 Penalty: 4568.477539
	Iteration 26Q: 3 clusters Score -1187972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1187976.750000 Penalty: 4568.477539
	Iteration 27Q: 3 clusters Score -1187977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1187976.000000 Penalty: 4568.477539
	Iteration 28Q: 3 clusters Score -1187976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1187976.000000 Penalty: 4568.477539
	Iteration 29F: 3 clusters Score -1187976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Entering Unmasked Estep 
Score: -1201505.375000 Penalty: 2296.429688
	Iteration 0F: 2 clusters Score -1201505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1193546.500000 Penalty: 4592.859375
	Iteration 0F: 3 clusters Score -1193546 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1195915.750000 Penalty: 4592.859375
	Iteration 1F: 3 clusters Score -1195916 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1196319.750000 Penalty: 4592.859375
	Iteration 2F: 3 clusters Score -1196320 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1196639.750000 Penalty: 4592.859375
	Iteration 3F: 3 clusters Score -1196640 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1196883.875000 Penalty: 4592.859375
	Iteration 4Q: 3 clusters Score -1196884 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1197122.250000 Penalty: 4592.859375
	Iteration 5Q: 3 clusters Score -1197122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1197361.125000 Penalty: 4592.859375
	Iteration 6Q: 3 clusters Score -1197361 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1197616.125000 Penalty: 4592.859375
	Iteration 7Q: 3 clusters Score -1197616 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1197888.875000 Penalty: 4592.859375
	Iteration 8Q: 3 clusters Score -1197889 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1198185.875000 Penalty: 4592.859375
	Iteration 9Q: 3 clusters Score -1198186 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1198463.500000 Penalty: 4592.859375
	Iteration 10Q: 3 clusters Score -1198464 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1198740.125000 Penalty: 4592.859375
	Iteration 11Q: 3 clusters Score -1198740 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1198963.000000 Penalty: 4592.859375
	Iteration 12Q: 3 clusters Score -1198963 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1199127.000000 Penalty: 4592.859375
	Iteration 13Q: 3 clusters Score -1199127 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1199248.125000 Penalty: 4592.859375
	Iteration 14Q: 3 clusters Score -1199248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1199340.375000 Penalty: 4592.859375
	Iteration 15Q: 3 clusters Score -1199340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1199406.250000 Penalty: 4592.859375
	Iteration 16Q: 3 clusters Score -1199406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1199468.375000 Penalty: 4592.859375
	Iteration 17Q: 3 clusters Score -1199468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1199509.000000 Penalty: 4592.859375
	Iteration 18Q: 3 clusters Score -1199509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1199544.500000 Penalty: 4592.859375
	Iteration 19Q: 3 clusters Score -1199544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1199587.250000 Penalty: 4592.859375
	Iteration 20F: 3 clusters Score -1199587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1199618.250000 Penalty: 4592.859375
	Iteration 21Q: 3 clusters Score -1199618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1199644.125000 Penalty: 4592.859375
	Iteration 22Q: 3 clusters Score -1199644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1199657.625000 Penalty: 4592.859375
	Iteration 23Q: 3 clusters Score -1199658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1199677.500000 Penalty: 4592.859375
	Iteration 24Q: 3 clusters Score -1199678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1199701.000000 Penalty: 4592.859375
	Iteration 25Q: 3 clusters Score -1199701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1199713.000000 Penalty: 4592.859375
	Iteration 26Q: 3 clusters Score -1199713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1199728.875000 Penalty: 4592.859375
	Iteration 27Q: 3 clusters Score -1199729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1199742.375000 Penalty: 4592.859375
	Iteration 28Q: 3 clusters Score -1199742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1199749.125000 Penalty: 4592.859375
	Iteration 29Q: 3 clusters Score -1199749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1199758.500000 Penalty: 4592.859375
	Iteration 30Q: 3 clusters Score -1199758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1199765.500000 Penalty: 4592.859375
	Iteration 31Q: 3 clusters Score -1199766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1199769.375000 Penalty: 4592.859375
	Iteration 32Q: 3 clusters Score -1199769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1199773.750000 Penalty: 4592.859375
	Iteration 33Q: 3 clusters Score -1199774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1199777.875000 Penalty: 4592.859375
	Iteration 34Q: 3 clusters Score -1199778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1199784.875000 Penalty: 4592.859375
	Iteration 35Q: 3 clusters Score -1199785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1199787.375000 Penalty: 4592.859375
	Iteration 36Q: 3 clusters Score -1199787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1199791.125000 Penalty: 4592.859375
	Iteration 37Q: 3 clusters Score -1199791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1199793.375000 Penalty: 4592.859375
	Iteration 38Q: 3 clusters Score -1199793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1199797.500000 Penalty: 4592.859375
	Iteration 39Q: 3 clusters Score -1199798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1199797.000000 Penalty: 4592.859375
	Iteration 40F: 3 clusters Score -1199797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1199797.750000 Penalty: 4592.859375
	Iteration 41Q: 3 clusters Score -1199798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1199798.750000 Penalty: 4592.859375
	Iteration 42Q: 3 clusters Score -1199799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1199797.250000 Penalty: 4592.859375
	Iteration 43Q: 3 clusters Score -1199797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1199797.750000 Penalty: 4592.859375
	Iteration 44Q: 3 clusters Score -1199798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1199797.750000 Penalty: 4592.859375
	Iteration 45F: 3 clusters Score -1199798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Entering Unmasked Estep 
Score: -1318852.500000 Penalty: 2322.570801
	Iteration 0F: 2 clusters Score -1318852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1310130.250000 Penalty: 4645.141602
	Iteration 0F: 3 clusters Score -1310130 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1312837.000000 Penalty: 4645.141602
	Iteration 1F: 3 clusters Score -1312837 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1313236.250000 Penalty: 4645.141602
	Iteration 2F: 3 clusters Score -1313236 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1313552.250000 Penalty: 4645.141602
	Iteration 3F: 3 clusters Score -1313552 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1313778.750000 Penalty: 4645.141602
	Iteration 4Q: 3 clusters Score -1313779 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1313961.000000 Penalty: 4645.141602
	Iteration 5Q: 3 clusters Score -1313961 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1314148.250000 Penalty: 4645.141602
	Iteration 6Q: 3 clusters Score -1314148 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1314329.375000 Penalty: 4645.141602
	Iteration 7Q: 3 clusters Score -1314329 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1314493.250000 Penalty: 4645.141602
	Iteration 8Q: 3 clusters Score -1314493 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1314656.250000 Penalty: 4645.141602
	Iteration 9Q: 3 clusters Score -1314656 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1314800.375000 Penalty: 4645.141602
	Iteration 10Q: 3 clusters Score -1314800 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1314948.875000 Penalty: 4645.141602
	Iteration 11Q: 3 clusters Score -1314949 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1315091.000000 Penalty: 4645.141602
	Iteration 12Q: 3 clusters Score -1315091 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1315246.000000 Penalty: 4645.141602
	Iteration 13Q: 3 clusters Score -1315246 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1315391.125000 Penalty: 4645.141602
	Iteration 14Q: 3 clusters Score -1315391 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1315520.625000 Penalty: 4645.141602
	Iteration 15Q: 3 clusters Score -1315521 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1315660.375000 Penalty: 4645.141602
	Iteration 16Q: 3 clusters Score -1315660 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1315787.500000 Penalty: 4645.141602
	Iteration 17Q: 3 clusters Score -1315788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1315911.125000 Penalty: 4645.141602
	Iteration 18Q: 3 clusters Score -1315911 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1316046.125000 Penalty: 4645.141602
	Iteration 19Q: 3 clusters Score -1316046 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1316176.250000 Penalty: 4645.141602
	Iteration 20F: 3 clusters Score -1316176 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1316285.625000 Penalty: 4645.141602
	Iteration 21Q: 3 clusters Score -1316286 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1316350.250000 Penalty: 4645.141602
	Iteration 22Q: 3 clusters Score -1316350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1316398.750000 Penalty: 4645.141602
	Iteration 23Q: 3 clusters Score -1316399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1316442.125000 Penalty: 4645.141602
	Iteration 24Q: 3 clusters Score -1316442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1316482.750000 Penalty: 4645.141602
	Iteration 25Q: 3 clusters Score -1316483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1316520.250000 Penalty: 4645.141602
	Iteration 26Q: 3 clusters Score -1316520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1316547.375000 Penalty: 4645.141602
	Iteration 27Q: 3 clusters Score -1316547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1316564.250000 Penalty: 4645.141602
	Iteration 28Q: 3 clusters Score -1316564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1316574.000000 Penalty: 4645.141602
	Iteration 29Q: 3 clusters Score -1316574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1316588.500000 Penalty: 4645.141602
	Iteration 30Q: 3 clusters Score -1316588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1316599.375000 Penalty: 4645.141602
	Iteration 31Q: 3 clusters Score -1316599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1316615.375000 Penalty: 4645.141602
	Iteration 32Q: 3 clusters Score -1316615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1316631.500000 Penalty: 4645.141602
	Iteration 33Q: 3 clusters Score -1316632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1316643.750000 Penalty: 4645.141602
	Iteration 34Q: 3 clusters Score -1316644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1316657.000000 Penalty: 4645.141602
	Iteration 35Q: 3 clusters Score -1316657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1316667.875000 Penalty: 4645.141602
	Iteration 36Q: 3 clusters Score -1316668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1316682.750000 Penalty: 4645.141602
	Iteration 37Q: 3 clusters Score -1316683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1316694.625000 Penalty: 4645.141602
	Iteration 38Q: 3 clusters Score -1316695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1316702.250000 Penalty: 4645.141602
	Iteration 39Q: 3 clusters Score -1316702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1316711.750000 Penalty: 4645.141602
	Iteration 40F: 3 clusters Score -1316712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1316718.375000 Penalty: 4645.141602
	Iteration 41Q: 3 clusters Score -1316718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1316724.375000 Penalty: 4645.141602
	Iteration 42Q: 3 clusters Score -1316724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1316729.875000 Penalty: 4645.141602
	Iteration 43Q: 3 clusters Score -1316730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1316731.375000 Penalty: 4645.141602
	Iteration 44Q: 3 clusters Score -1316731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1316734.500000 Penalty: 4645.141602
	Iteration 45Q: 3 clusters Score -1316734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1316742.250000 Penalty: 4645.141602
	Iteration 46Q: 3 clusters Score -1316742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1316745.875000 Penalty: 4645.141602
	Iteration 47Q: 3 clusters Score -1316746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1316752.250000 Penalty: 4645.141602
	Iteration 48Q: 3 clusters Score -1316752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1316759.000000 Penalty: 4645.141602
	Iteration 49Q: 3 clusters Score -1316759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1316762.125000 Penalty: 4645.141602
	Iteration 50Q: 3 clusters Score -1316762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1316763.125000 Penalty: 4645.141602
	Iteration 51Q: 3 clusters Score -1316763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1316763.500000 Penalty: 4645.141602
	Iteration 52Q: 3 clusters Score -1316764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1316766.250000 Penalty: 4645.141602
	Iteration 53Q: 3 clusters Score -1316766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1316765.625000 Penalty: 4645.141602
	Iteration 54Q: 3 clusters Score -1316766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1316765.750000 Penalty: 4645.141602
	Iteration 55Q: 3 clusters Score -1316766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1316771.375000 Penalty: 4645.141602
	Iteration 56Q: 3 clusters Score -1316771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1316774.000000 Penalty: 4645.141602
	Iteration 57Q: 3 clusters Score -1316774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1316774.000000 Penalty: 4645.141602
	Iteration 58Q: 3 clusters Score -1316774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1316777.375000 Penalty: 4645.141602
	Iteration 59Q: 3 clusters Score -1316777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1316779.875000 Penalty: 4645.141602
	Iteration 60F: 3 clusters Score -1316780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1316779.625000 Penalty: 4645.141602
	Iteration 61Q: 3 clusters Score -1316780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1316780.250000 Penalty: 4645.141602
	Iteration 62Q: 3 clusters Score -1316780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1316779.375000 Penalty: 4645.141602
	Iteration 63Q: 3 clusters Score -1316779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1316784.125000 Penalty: 4645.141602
	Iteration 64Q: 3 clusters Score -1316784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1316786.250000 Penalty: 4645.141602
	Iteration 65Q: 3 clusters Score -1316786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1316788.250000 Penalty: 4645.141602
	Iteration 66Q: 3 clusters Score -1316788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1316787.250000 Penalty: 4645.141602
	Iteration 67Q: 3 clusters Score -1316787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1316787.250000 Penalty: 4645.141602
	Iteration 68F: 3 clusters Score -1316787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -115147.890625 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -115147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113188.578125 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -113188.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113613.593750 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -113613.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113868.664062 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -113868.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -114173.062500 Penalty: 3473.069336
	Iteration 3F: 3 clusters Score -114173.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114712.921875 Penalty: 3473.069336
	Iteration 4F: 3 clusters Score -114712.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114899.023438 Penalty: 3473.069336
	Iteration 5F: 3 clusters Score -114899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115007.835938 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -115007.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -115129.671875 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -115129.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -115289.367188 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -115289.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -115460.398438 Penalty: 3473.069336
	Iteration 9Q: 3 clusters Score -115460.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115894.921875 Penalty: 3473.069336
	Iteration 10Q: 3 clusters Score -115894.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116280.304688 Penalty: 3473.069336
	Iteration 11Q: 3 clusters Score -116280.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116415.593750 Penalty: 3473.069336
	Iteration 12Q: 3 clusters Score -116415.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116604.515625 Penalty: 3473.069336
	Iteration 13Q: 3 clusters Score -116604.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116797.078125 Penalty: 3473.069336
	Iteration 14Q: 3 clusters Score -116797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117049.007812 Penalty: 3473.069336
	Iteration 15Q: 3 clusters Score -117049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117130.687500 Penalty: 3473.069336
	Iteration 16Q: 3 clusters Score -117130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117264.914062 Penalty: 3473.069336
	Iteration 17Q: 3 clusters Score -117264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117369.703125 Penalty: 3473.069336
	Iteration 18Q: 3 clusters Score -117369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117369.703125 Penalty: 3473.069336
	Iteration 19F: 3 clusters Score -117369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 156706 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115600 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175336 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169359 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110774 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245573 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 62423 members 
Mstep: Class 22 contains 22248 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 10507 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 73024 members 
Mstep: Class 30 contains 34817 members 
Mstep: Class 31 contains 17463 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 3280 members 
Mstep: Class 35 contains 9692 members 
Mstep: Class 36 contains 774 members 
Mstep: Class 37 contains 5257 members 
Mstep: Class 38 contains 548 members 
Entering Unmasked Estep 
Score: -205579232.000000 Penalty: 135658.328125
Splitting cluster 27 changes total score from -205578144.000000 to -205579232.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (9495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Entering Unmasked Estep 
Score: -1076063.000000 Penalty: 2271.313232
	Iteration 0F: 2 clusters Score -1076063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1068645.750000 Penalty: 4542.626465
	Iteration 0F: 3 clusters Score -1068646 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1070784.125000 Penalty: 4542.626465
	Iteration 1F: 3 clusters Score -1070784 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1071098.250000 Penalty: 4542.626465
	Iteration 2F: 3 clusters Score -1071098 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1071302.625000 Penalty: 4542.626465
	Iteration 3F: 3 clusters Score -1071303 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1071458.750000 Penalty: 4542.626465
	Iteration 4Q: 3 clusters Score -1071459 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1071629.000000 Penalty: 4542.626465
	Iteration 5Q: 3 clusters Score -1071629 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1071782.500000 Penalty: 4542.626465
	Iteration 6Q: 3 clusters Score -1071782 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1071937.250000 Penalty: 4542.626465
	Iteration 7Q: 3 clusters Score -1071937 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1072069.500000 Penalty: 4542.626465
	Iteration 8Q: 3 clusters Score -1072070 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1072198.000000 Penalty: 4542.626465
	Iteration 9Q: 3 clusters Score -1072198 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1072327.750000 Penalty: 4542.626465
	Iteration 10Q: 3 clusters Score -1072328 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1072462.750000 Penalty: 4542.626465
	Iteration 11Q: 3 clusters Score -1072463 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1072602.500000 Penalty: 4542.626465
	Iteration 12Q: 3 clusters Score -1072602 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1072767.500000 Penalty: 4542.626465
	Iteration 13Q: 3 clusters Score -1072768 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1072928.875000 Penalty: 4542.626465
	Iteration 14Q: 3 clusters Score -1072929 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1073093.875000 Penalty: 4542.626465
	Iteration 15Q: 3 clusters Score -1073094 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1073265.500000 Penalty: 4542.626465
	Iteration 16Q: 3 clusters Score -1073266 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1073441.875000 Penalty: 4542.626465
	Iteration 17Q: 3 clusters Score -1073442 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1073578.000000 Penalty: 4542.626465
	Iteration 18Q: 3 clusters Score -1073578 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1073683.875000 Penalty: 4542.626465
	Iteration 19Q: 3 clusters Score -1073684 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1073777.125000 Penalty: 4542.626465
	Iteration 20F: 3 clusters Score -1073777 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1073854.000000 Penalty: 4542.626465
	Iteration 21Q: 3 clusters Score -1073854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1073917.625000 Penalty: 4542.626465
	Iteration 22Q: 3 clusters Score -1073918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1073954.750000 Penalty: 4542.626465
	Iteration 23Q: 3 clusters Score -1073955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1073985.125000 Penalty: 4542.626465
	Iteration 24Q: 3 clusters Score -1073985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1074007.000000 Penalty: 4542.626465
	Iteration 25Q: 3 clusters Score -1074007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1074024.375000 Penalty: 4542.626465
	Iteration 26Q: 3 clusters Score -1074024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1074035.875000 Penalty: 4542.626465
	Iteration 27Q: 3 clusters Score -1074036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1074048.250000 Penalty: 4542.626465
	Iteration 28Q: 3 clusters Score -1074048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1074061.750000 Penalty: 4542.626465
	Iteration 29Q: 3 clusters Score -1074062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1074073.000000 Penalty: 4542.626465
	Iteration 30Q: 3 clusters Score -1074073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1074088.625000 Penalty: 4542.626465
	Iteration 31Q: 3 clusters Score -1074089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1074094.625000 Penalty: 4542.626465
	Iteration 32Q: 3 clusters Score -1074095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1074100.500000 Penalty: 4542.626465
	Iteration 33Q: 3 clusters Score -1074100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1074107.750000 Penalty: 4542.626465
	Iteration 34Q: 3 clusters Score -1074108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1074116.375000 Penalty: 4542.626465
	Iteration 35Q: 3 clusters Score -1074116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1074120.625000 Penalty: 4542.626465
	Iteration 36Q: 3 clusters Score -1074121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1074125.000000 Penalty: 4542.626465
	Iteration 37Q: 3 clusters Score -1074125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1074131.000000 Penalty: 4542.626465
	Iteration 38Q: 3 clusters Score -1074131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1074131.125000 Penalty: 4542.626465
	Iteration 39Q: 3 clusters Score -1074131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1074133.250000 Penalty: 4542.626465
	Iteration 40F: 3 clusters Score -1074133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1074133.625000 Penalty: 4542.626465
	Iteration 41Q: 3 clusters Score -1074134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1074137.125000 Penalty: 4542.626465
	Iteration 42Q: 3 clusters Score -1074137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1074137.125000 Penalty: 4542.626465
	Iteration 43F: 3 clusters Score -1074137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Entering Unmasked Estep 
Score: -8864087.000000 Penalty: 2777.238770
	Iteration 0F: 2 clusters Score -8864087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -8815026.000000 Penalty: 5554.477539
	Iteration 0F: 3 clusters Score -8815026 nChanged 34181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -8835076.000000 Penalty: 5554.477539
	Iteration 1F: 3 clusters Score -8835076 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -8836338.000000 Penalty: 5554.477539
	Iteration 2Q: 3 clusters Score -8836338 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8838196.000000 Penalty: 5554.477539
	Iteration 3F: 3 clusters Score -8838196 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -8840924.000000 Penalty: 5554.477539
	Iteration 4F: 3 clusters Score -8840924 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -8844560.000000 Penalty: 5554.477539
	Iteration 5F: 3 clusters Score -8844560 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -8848809.000000 Penalty: 5554.477539
	Iteration 6F: 3 clusters Score -8848809 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -8852604.000000 Penalty: 5554.477539
	Iteration 7F: 3 clusters Score -8852604 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -8855334.000000 Penalty: 5554.477539
	Iteration 8Q: 3 clusters Score -8855334 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -8856982.000000 Penalty: 5554.477539
	Iteration 9Q: 3 clusters Score -8856982 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -8857947.000000 Penalty: 5554.477539
	Iteration 10Q: 3 clusters Score -8857947 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -8858612.000000 Penalty: 5554.477539
	Iteration 11Q: 3 clusters Score -8858612 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -8859103.000000 Penalty: 5554.477539
	Iteration 12Q: 3 clusters Score -8859103 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8859470.000000 Penalty: 5554.477539
	Iteration 13Q: 3 clusters Score -8859470 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -8859759.000000 Penalty: 5554.477539
	Iteration 14Q: 3 clusters Score -8859759 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -8860003.000000 Penalty: 5554.477539
	Iteration 15Q: 3 clusters Score -8860003 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -8860281.000000 Penalty: 5554.477539
	Iteration 16Q: 3 clusters Score -8860281 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -8860552.000000 Penalty: 5554.477539
	Iteration 17Q: 3 clusters Score -8860552 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -8860816.000000 Penalty: 5554.477539
	Iteration 18Q: 3 clusters Score -8860816 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -8861044.000000 Penalty: 5554.477539
	Iteration 19Q: 3 clusters Score -8861044 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -8861232.000000 Penalty: 5554.477539
	Iteration 20F: 3 clusters Score -8861232 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -8861412.000000 Penalty: 5554.477539
	Iteration 21Q: 3 clusters Score -8861412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -8861536.000000 Penalty: 5554.477539
	Iteration 22Q: 3 clusters Score -8861536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -8861620.000000 Penalty: 5554.477539
	Iteration 23Q: 3 clusters Score -8861620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -8861663.000000 Penalty: 5554.477539
	Iteration 24Q: 3 clusters Score -8861663 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -8861701.000000 Penalty: 5554.477539
	Iteration 25Q: 3 clusters Score -8861701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -8861715.000000 Penalty: 5554.477539
	Iteration 26Q: 3 clusters Score -8861715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -8861747.000000 Penalty: 5554.477539
	Iteration 27Q: 3 clusters Score -8861747 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -8861777.000000 Penalty: 5554.477539
	Iteration 28Q: 3 clusters Score -8861777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -8861813.000000 Penalty: 5554.477539
	Iteration 29Q: 3 clusters Score -8861813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -8861816.000000 Penalty: 5554.477539
	Iteration 30Q: 3 clusters Score -8861816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -8861816.000000 Penalty: 5554.477539
	Iteration 31Q: 3 clusters Score -8861816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -8861832.000000 Penalty: 5554.477539
	Iteration 32Q: 3 clusters Score -8861832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -8861828.000000 Penalty: 5554.477539
	Iteration 33Q: 3 clusters Score -8861828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -8861839.000000 Penalty: 5554.477539
	Iteration 34Q: 3 clusters Score -8861839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -8861852.000000 Penalty: 5554.477539
	Iteration 35Q: 3 clusters Score -8861852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -8861855.000000 Penalty: 5554.477539
	Iteration 36Q: 3 clusters Score -8861855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -8861847.000000 Penalty: 5554.477539
	Iteration 37Q: 3 clusters Score -8861847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -8861850.000000 Penalty: 5554.477539
	Iteration 38Q: 3 clusters Score -8861850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -8861860.000000 Penalty: 5554.477539
	Iteration 39Q: 3 clusters Score -8861860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -8861863.000000 Penalty: 5554.477539
	Iteration 40F: 3 clusters Score -8861863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -8861879.000000 Penalty: 5554.477539
	Iteration 41Q: 3 clusters Score -8861879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -8861876.000000 Penalty: 5554.477539
	Iteration 42Q: 3 clusters Score -8861876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -8861874.000000 Penalty: 5554.477539
	Iteration 43Q: 3 clusters Score -8861874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -8861877.000000 Penalty: 5554.477539
	Iteration 44Q: 3 clusters Score -8861877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -8861880.000000 Penalty: 5554.477539
	Iteration 45Q: 3 clusters Score -8861880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -8861883.000000 Penalty: 5554.477539
	Iteration 46Q: 3 clusters Score -8861883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -8861890.000000 Penalty: 5554.477539
	Iteration 47Q: 3 clusters Score -8861890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -8861894.000000 Penalty: 5554.477539
	Iteration 48Q: 3 clusters Score -8861894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -8861899.000000 Penalty: 5554.477539
	Iteration 49Q: 3 clusters Score -8861899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -8861904.000000 Penalty: 5554.477539
	Iteration 50Q: 3 clusters Score -8861904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -8861901.000000 Penalty: 5554.477539
	Iteration 51Q: 3 clusters Score -8861901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -8861901.000000 Penalty: 5554.477539
	Iteration 52F: 3 clusters Score -8861901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Entering Unmasked Estep 
Score: -4128948.250000 Penalty: 2593.549561
	Iteration 0F: 2 clusters Score -4128948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4105122.250000 Penalty: 5187.099121
	Iteration 0F: 3 clusters Score -4105122 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4113834.500000 Penalty: 5187.099121
	Iteration 1F: 3 clusters Score -4113834 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4114396.500000 Penalty: 5187.099121
	Iteration 2Q: 3 clusters Score -4114396 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4115014.750000 Penalty: 5187.099121
	Iteration 3Q: 3 clusters Score -4115015 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4115832.500000 Penalty: 5187.099121
	Iteration 4Q: 3 clusters Score -4115832 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4116849.500000 Penalty: 5187.099121
	Iteration 5Q: 3 clusters Score -4116850 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4118122.250000 Penalty: 5187.099121
	Iteration 6F: 3 clusters Score -4118122 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4119521.500000 Penalty: 5187.099121
	Iteration 7F: 3 clusters Score -4119522 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4120690.750000 Penalty: 5187.099121
	Iteration 8F: 3 clusters Score -4120691 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4121624.750000 Penalty: 5187.099121
	Iteration 9Q: 3 clusters Score -4121625 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4122405.000000 Penalty: 5187.099121
	Iteration 10Q: 3 clusters Score -4122405 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4122973.750000 Penalty: 5187.099121
	Iteration 11Q: 3 clusters Score -4122974 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4123380.500000 Penalty: 5187.099121
	Iteration 12Q: 3 clusters Score -4123380 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4123653.500000 Penalty: 5187.099121
	Iteration 13Q: 3 clusters Score -4123654 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4123808.500000 Penalty: 5187.099121
	Iteration 14Q: 3 clusters Score -4123808 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4123900.750000 Penalty: 5187.099121
	Iteration 15Q: 3 clusters Score -4123901 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4123956.250000 Penalty: 5187.099121
	Iteration 16Q: 3 clusters Score -4123956 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4124016.750000 Penalty: 5187.099121
	Iteration 17Q: 3 clusters Score -4124017 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4124050.250000 Penalty: 5187.099121
	Iteration 18Q: 3 clusters Score -4124050 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4124078.750000 Penalty: 5187.099121
	Iteration 19Q: 3 clusters Score -4124079 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4124132.250000 Penalty: 5187.099121
	Iteration 20F: 3 clusters Score -4124132 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -4124152.500000 Penalty: 5187.099121
	Iteration 21Q: 3 clusters Score -4124152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4124169.500000 Penalty: 5187.099121
	Iteration 22Q: 3 clusters Score -4124170 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4124176.250000 Penalty: 5187.099121
	Iteration 23Q: 3 clusters Score -4124176 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4124191.250000 Penalty: 5187.099121
	Iteration 24Q: 3 clusters Score -4124191 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4124192.750000 Penalty: 5187.099121
	Iteration 25Q: 3 clusters Score -4124193 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4124201.250000 Penalty: 5187.099121
	Iteration 26Q: 3 clusters Score -4124201 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4124217.500000 Penalty: 5187.099121
	Iteration 27Q: 3 clusters Score -4124218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4124239.250000 Penalty: 5187.099121
	Iteration 28Q: 3 clusters Score -4124239 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4124240.750000 Penalty: 5187.099121
	Iteration 29Q: 3 clusters Score -4124241 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4124247.250000 Penalty: 5187.099121
	Iteration 30Q: 3 clusters Score -4124247 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -4124266.000000 Penalty: 5187.099121
	Iteration 31Q: 3 clusters Score -4124266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -4124282.500000 Penalty: 5187.099121
	Iteration 32Q: 3 clusters Score -4124282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4124297.250000 Penalty: 5187.099121
	Iteration 33Q: 3 clusters Score -4124297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4124309.000000 Penalty: 5187.099121
	Iteration 34Q: 3 clusters Score -4124309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -4124304.500000 Penalty: 5187.099121
	Iteration 35Q: 3 clusters Score -4124304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4124314.000000 Penalty: 5187.099121
	Iteration 36Q: 3 clusters Score -4124314 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4124328.750000 Penalty: 5187.099121
	Iteration 37Q: 3 clusters Score -4124329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4124331.500000 Penalty: 5187.099121
	Iteration 38Q: 3 clusters Score -4124332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4124337.250000 Penalty: 5187.099121
	Iteration 39Q: 3 clusters Score -4124337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4124350.250000 Penalty: 5187.099121
	Iteration 40F: 3 clusters Score -4124350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4124349.750000 Penalty: 5187.099121
	Iteration 41Q: 3 clusters Score -4124350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4124355.500000 Penalty: 5187.099121
	Iteration 42Q: 3 clusters Score -4124356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4124358.750000 Penalty: 5187.099121
	Iteration 43Q: 3 clusters Score -4124359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4124383.750000 Penalty: 5187.099121
	Iteration 44Q: 3 clusters Score -4124384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4124398.250000 Penalty: 5187.099121
	Iteration 45Q: 3 clusters Score -4124398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4124398.250000 Penalty: 5187.099121
	Iteration 46Q: 3 clusters Score -4124398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4124418.000000 Penalty: 5187.099121
	Iteration 47Q: 3 clusters Score -4124418 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4124419.250000 Penalty: 5187.099121
	Iteration 48Q: 3 clusters Score -4124419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -4124425.250000 Penalty: 5187.099121
	Iteration 49Q: 3 clusters Score -4124425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4124426.500000 Penalty: 5187.099121
	Iteration 50Q: 3 clusters Score -4124426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4124435.000000 Penalty: 5187.099121
	Iteration 51Q: 3 clusters Score -4124435 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4124448.500000 Penalty: 5187.099121
	Iteration 52Q: 3 clusters Score -4124448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4124459.500000 Penalty: 5187.099121
	Iteration 53Q: 3 clusters Score -4124460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4124457.000000 Penalty: 5187.099121
	Iteration 54Q: 3 clusters Score -4124457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4124469.500000 Penalty: 5187.099121
	Iteration 55Q: 3 clusters Score -4124470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4124470.500000 Penalty: 5187.099121
	Iteration 56Q: 3 clusters Score -4124470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4124467.000000 Penalty: 5187.099121
	Iteration 57Q: 3 clusters Score -4124467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4124482.000000 Penalty: 5187.099121
	Iteration 58Q: 3 clusters Score -4124482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4124476.500000 Penalty: 5187.099121
	Iteration 59Q: 3 clusters Score -4124476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -4124484.500000 Penalty: 5187.099121
	Iteration 60F: 3 clusters Score -4124484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4124497.000000 Penalty: 5187.099121
	Iteration 61Q: 3 clusters Score -4124497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4124503.750000 Penalty: 5187.099121
	Iteration 62Q: 3 clusters Score -4124504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -4124521.500000 Penalty: 5187.099121
	Iteration 63Q: 3 clusters Score -4124522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4124555.000000 Penalty: 5187.099121
	Iteration 64Q: 3 clusters Score -4124555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4124577.500000 Penalty: 5187.099121
	Iteration 65Q: 3 clusters Score -4124578 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4124593.000000 Penalty: 5187.099121
	Iteration 66Q: 3 clusters Score -4124593 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4124593.250000 Penalty: 5187.099121
	Iteration 67Q: 3 clusters Score -4124593 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4124598.000000 Penalty: 5187.099121
	Iteration 68Q: 3 clusters Score -4124598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4124608.000000 Penalty: 5187.099121
	Iteration 69Q: 3 clusters Score -4124608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4124622.000000 Penalty: 5187.099121
	Iteration 70Q: 3 clusters Score -4124622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4124632.000000 Penalty: 5187.099121
	Iteration 71Q: 3 clusters Score -4124632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4124651.500000 Penalty: 5187.099121
	Iteration 72Q: 3 clusters Score -4124652 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4124661.750000 Penalty: 5187.099121
	Iteration 73Q: 3 clusters Score -4124662 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4124679.000000 Penalty: 5187.099121
	Iteration 74Q: 3 clusters Score -4124679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -4124693.500000 Penalty: 5187.099121
	Iteration 75Q: 3 clusters Score -4124694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4124720.500000 Penalty: 5187.099121
	Iteration 76Q: 3 clusters Score -4124720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4124728.250000 Penalty: 5187.099121
	Iteration 77Q: 3 clusters Score -4124728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -4124734.250000 Penalty: 5187.099121
	Iteration 78Q: 3 clusters Score -4124734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -4124743.750000 Penalty: 5187.099121
	Iteration 79Q: 3 clusters Score -4124744 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -4124753.750000 Penalty: 5187.099121
	Iteration 80F: 3 clusters Score -4124754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4124794.250000 Penalty: 5187.099121
	Iteration 81Q: 3 clusters Score -4124794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4124811.000000 Penalty: 5187.099121
	Iteration 82Q: 3 clusters Score -4124811 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -4124835.000000 Penalty: 5187.099121
	Iteration 83Q: 3 clusters Score -4124835 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -4124853.000000 Penalty: 5187.099121
	Iteration 84Q: 3 clusters Score -4124853 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -4124886.750000 Penalty: 5187.099121
	Iteration 85Q: 3 clusters Score -4124887 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4124922.500000 Penalty: 5187.099121
	Iteration 86Q: 3 clusters Score -4124922 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4124952.250000 Penalty: 5187.099121
	Iteration 87Q: 3 clusters Score -4124952 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4124999.250000 Penalty: 5187.099121
	Iteration 88Q: 3 clusters Score -4124999 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4125007.750000 Penalty: 5187.099121
	Iteration 89Q: 3 clusters Score -4125008 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -4125052.500000 Penalty: 5187.099121
	Iteration 90Q: 3 clusters Score -4125052 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4125076.250000 Penalty: 5187.099121
	Iteration 91Q: 3 clusters Score -4125076 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -4125108.250000 Penalty: 5187.099121
	Iteration 92Q: 3 clusters Score -4125108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -4125154.000000 Penalty: 5187.099121
	Iteration 93Q: 3 clusters Score -4125154 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4125199.000000 Penalty: 5187.099121
	Iteration 94Q: 3 clusters Score -4125199 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -4125272.250000 Penalty: 5187.099121
	Iteration 95Q: 3 clusters Score -4125272 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4125314.500000 Penalty: 5187.099121
	Iteration 96Q: 3 clusters Score -4125314 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4125382.250000 Penalty: 5187.099121
	Iteration 97Q: 3 clusters Score -4125382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4125437.750000 Penalty: 5187.099121
	Iteration 98Q: 3 clusters Score -4125438 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -4125486.250000 Penalty: 5187.099121
	Iteration 99Q: 3 clusters Score -4125486 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4125546.250000 Penalty: 5187.099121
	Iteration 100F: 3 clusters Score -4125546 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4125611.000000 Penalty: 5187.099121
	Iteration 101Q: 3 clusters Score -4125611 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4125664.500000 Penalty: 5187.099121
	Iteration 102Q: 3 clusters Score -4125664 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4125724.000000 Penalty: 5187.099121
	Iteration 103Q: 3 clusters Score -4125724 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4125791.500000 Penalty: 5187.099121
	Iteration 104Q: 3 clusters Score -4125792 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4125831.000000 Penalty: 5187.099121
	Iteration 105Q: 3 clusters Score -4125831 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4125886.750000 Penalty: 5187.099121
	Iteration 106Q: 3 clusters Score -4125887 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4125942.000000 Penalty: 5187.099121
	Iteration 107Q: 3 clusters Score -4125942 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -4126005.750000 Penalty: 5187.099121
	Iteration 108Q: 3 clusters Score -4126006 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4126075.250000 Penalty: 5187.099121
	Iteration 109Q: 3 clusters Score -4126075 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4126162.250000 Penalty: 5187.099121
	Iteration 110Q: 3 clusters Score -4126162 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4126226.000000 Penalty: 5187.099121
	Iteration 111Q: 3 clusters Score -4126226 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4126294.000000 Penalty: 5187.099121
	Iteration 112Q: 3 clusters Score -4126294 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4126346.750000 Penalty: 5187.099121
	Iteration 113Q: 3 clusters Score -4126347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4126403.250000 Penalty: 5187.099121
	Iteration 114Q: 3 clusters Score -4126403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4126446.000000 Penalty: 5187.099121
	Iteration 115Q: 3 clusters Score -4126446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4126491.500000 Penalty: 5187.099121
	Iteration 116Q: 3 clusters Score -4126492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4126534.250000 Penalty: 5187.099121
	Iteration 117Q: 3 clusters Score -4126534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -4126555.750000 Penalty: 5187.099121
	Iteration 118Q: 3 clusters Score -4126556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4126590.750000 Penalty: 5187.099121
	Iteration 119Q: 3 clusters Score -4126591 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4126628.500000 Penalty: 5187.099121
	Iteration 120F: 3 clusters Score -4126628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4126659.250000 Penalty: 5187.099121
	Iteration 121Q: 3 clusters Score -4126659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4126688.000000 Penalty: 5187.099121
	Iteration 122Q: 3 clusters Score -4126688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4126712.000000 Penalty: 5187.099121
	Iteration 123Q: 3 clusters Score -4126712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4126728.000000 Penalty: 5187.099121
	Iteration 124Q: 3 clusters Score -4126728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4126740.250000 Penalty: 5187.099121
	Iteration 125Q: 3 clusters Score -4126740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4126758.000000 Penalty: 5187.099121
	Iteration 126Q: 3 clusters Score -4126758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4126777.750000 Penalty: 5187.099121
	Iteration 127Q: 3 clusters Score -4126778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4126787.750000 Penalty: 5187.099121
	Iteration 128Q: 3 clusters Score -4126788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4126795.750000 Penalty: 5187.099121
	Iteration 129Q: 3 clusters Score -4126796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4126805.000000 Penalty: 5187.099121
	Iteration 130Q: 3 clusters Score -4126805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4126810.500000 Penalty: 5187.099121
	Iteration 131Q: 3 clusters Score -4126810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4126814.500000 Penalty: 5187.099121
	Iteration 132Q: 3 clusters Score -4126814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4126815.000000 Penalty: 5187.099121
	Iteration 133Q: 3 clusters Score -4126815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4126818.250000 Penalty: 5187.099121
	Iteration 134Q: 3 clusters Score -4126818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4126822.250000 Penalty: 5187.099121
	Iteration 135Q: 3 clusters Score -4126822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4126825.000000 Penalty: 5187.099121
	Iteration 136Q: 3 clusters Score -4126825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4126827.750000 Penalty: 5187.099121
	Iteration 137Q: 3 clusters Score -4126828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4126822.750000 Penalty: 5187.099121
	Iteration 138Q: 3 clusters Score -4126823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4126828.250000 Penalty: 5187.099121
	Iteration 139Q: 3 clusters Score -4126828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4126842.000000 Penalty: 5187.099121
	Iteration 140F: 3 clusters Score -4126842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4126842.750000 Penalty: 5187.099121
	Iteration 141Q: 3 clusters Score -4126843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4126843.750000 Penalty: 5187.099121
	Iteration 142Q: 3 clusters Score -4126844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4126849.000000 Penalty: 5187.099121
	Iteration 143Q: 3 clusters Score -4126849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4126850.250000 Penalty: 5187.099121
	Iteration 144Q: 3 clusters Score -4126850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4126851.250000 Penalty: 5187.099121
	Iteration 145Q: 3 clusters Score -4126851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4126853.500000 Penalty: 5187.099121
	Iteration 146Q: 3 clusters Score -4126854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4126855.000000 Penalty: 5187.099121
	Iteration 147Q: 3 clusters Score -4126855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4126854.750000 Penalty: 5187.099121
	Iteration 148Q: 3 clusters Score -4126855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4126852.500000 Penalty: 5187.099121
	Iteration 149Q: 3 clusters Score -4126852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4126851.250000 Penalty: 5187.099121
	Iteration 150Q: 3 clusters Score -4126851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4126852.500000 Penalty: 5187.099121
	Iteration 151Q: 3 clusters Score -4126852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4126854.000000 Penalty: 5187.099121
	Iteration 152Q: 3 clusters Score -4126854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4126854.000000 Penalty: 5187.099121
	Iteration 153Q: 3 clusters Score -4126854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4126856.750000 Penalty: 5187.099121
	Iteration 154Q: 3 clusters Score -4126857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4126860.750000 Penalty: 5187.099121
	Iteration 155Q: 3 clusters Score -4126861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4126862.250000 Penalty: 5187.099121
	Iteration 156Q: 3 clusters Score -4126862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4126862.750000 Penalty: 5187.099121
	Iteration 157Q: 3 clusters Score -4126863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4126867.000000 Penalty: 5187.099121
	Iteration 158Q: 3 clusters Score -4126867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4126866.500000 Penalty: 5187.099121
	Iteration 159Q: 3 clusters Score -4126866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -4126860.500000 Penalty: 5187.099121
	Iteration 160F: 3 clusters Score -4126860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -4126864.750000 Penalty: 5187.099121
	Iteration 161Q: 3 clusters Score -4126865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4126864.000000 Penalty: 5187.099121
	Iteration 162Q: 3 clusters Score -4126864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4126867.500000 Penalty: 5187.099121
	Iteration 163Q: 3 clusters Score -4126868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4126869.000000 Penalty: 5187.099121
	Iteration 164Q: 3 clusters Score -4126869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4126871.250000 Penalty: 5187.099121
	Iteration 165Q: 3 clusters Score -4126871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4126867.750000 Penalty: 5187.099121
	Iteration 166Q: 3 clusters Score -4126868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -4126867.750000 Penalty: 5187.099121
	Iteration 167Q: 3 clusters Score -4126868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4126869.000000 Penalty: 5187.099121
	Iteration 168Q: 3 clusters Score -4126869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4126869.500000 Penalty: 5187.099121
	Iteration 169Q: 3 clusters Score -4126870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4126873.250000 Penalty: 5187.099121
	Iteration 170Q: 3 clusters Score -4126873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4126872.250000 Penalty: 5187.099121
	Iteration 171Q: 3 clusters Score -4126872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4126871.000000 Penalty: 5187.099121
	Iteration 172Q: 3 clusters Score -4126871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4126870.250000 Penalty: 5187.099121
	Iteration 173Q: 3 clusters Score -4126870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4126872.500000 Penalty: 5187.099121
	Iteration 174Q: 3 clusters Score -4126872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4126874.000000 Penalty: 5187.099121
	Iteration 175Q: 3 clusters Score -4126874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4126877.000000 Penalty: 5187.099121
	Iteration 176Q: 3 clusters Score -4126877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4126877.000000 Penalty: 5187.099121
	Iteration 177F: 3 clusters Score -4126877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Entering Unmasked Estep 
Score: -1942430.250000 Penalty: 2422.424072
	Iteration 0F: 2 clusters Score -1942430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1929929.750000 Penalty: 4844.848145
	Iteration 0F: 3 clusters Score -1929930 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1934103.000000 Penalty: 4844.848145
	Iteration 1F: 3 clusters Score -1934103 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1934609.750000 Penalty: 4844.848145
	Iteration 2F: 3 clusters Score -1934610 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1935079.125000 Penalty: 4844.848145
	Iteration 3F: 3 clusters Score -1935079 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1935656.625000 Penalty: 4844.848145
	Iteration 4F: 3 clusters Score -1935657 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1936429.875000 Penalty: 4844.848145
	Iteration 5F: 3 clusters Score -1936430 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1937414.875000 Penalty: 4844.848145
	Iteration 6F: 3 clusters Score -1937415 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1938411.250000 Penalty: 4844.848145
	Iteration 7F: 3 clusters Score -1938411 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1939347.125000 Penalty: 4844.848145
	Iteration 8F: 3 clusters Score -1939347 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1940125.875000 Penalty: 4844.848145
	Iteration 9F: 3 clusters Score -1940126 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1940663.500000 Penalty: 4844.848145
	Iteration 10Q: 3 clusters Score -1940664 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1941043.750000 Penalty: 4844.848145
	Iteration 11Q: 3 clusters Score -1941044 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1941254.500000 Penalty: 4844.848145
	Iteration 12Q: 3 clusters Score -1941254 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1941386.000000 Penalty: 4844.848145
	Iteration 13Q: 3 clusters Score -1941386 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1941476.625000 Penalty: 4844.848145
	Iteration 14Q: 3 clusters Score -1941477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1941547.375000 Penalty: 4844.848145
	Iteration 15Q: 3 clusters Score -1941547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1941588.750000 Penalty: 4844.848145
	Iteration 16Q: 3 clusters Score -1941589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1941616.625000 Penalty: 4844.848145
	Iteration 17Q: 3 clusters Score -1941617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1941647.000000 Penalty: 4844.848145
	Iteration 18Q: 3 clusters Score -1941647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1941654.875000 Penalty: 4844.848145
	Iteration 19Q: 3 clusters Score -1941655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1941659.500000 Penalty: 4844.848145
	Iteration 20F: 3 clusters Score -1941660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1941666.000000 Penalty: 4844.848145
	Iteration 21Q: 3 clusters Score -1941666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1941669.500000 Penalty: 4844.848145
	Iteration 22Q: 3 clusters Score -1941670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1941673.125000 Penalty: 4844.848145
	Iteration 23Q: 3 clusters Score -1941673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1941684.750000 Penalty: 4844.848145
	Iteration 24Q: 3 clusters Score -1941685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1941694.875000 Penalty: 4844.848145
	Iteration 25Q: 3 clusters Score -1941695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1941695.750000 Penalty: 4844.848145
	Iteration 26Q: 3 clusters Score -1941696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1941701.375000 Penalty: 4844.848145
	Iteration 27Q: 3 clusters Score -1941701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1941704.375000 Penalty: 4844.848145
	Iteration 28Q: 3 clusters Score -1941704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1941700.125000 Penalty: 4844.848145
	Iteration 29Q: 3 clusters Score -1941700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1941700.250000 Penalty: 4844.848145
	Iteration 30Q: 3 clusters Score -1941700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1941701.625000 Penalty: 4844.848145
	Iteration 31Q: 3 clusters Score -1941702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1941702.375000 Penalty: 4844.848145
	Iteration 32Q: 3 clusters Score -1941702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1941704.250000 Penalty: 4844.848145
	Iteration 33Q: 3 clusters Score -1941704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1941704.250000 Penalty: 4844.848145
	Iteration 34F: 3 clusters Score -1941704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Entering Unmasked Estep 
Score: -2373612.500000 Penalty: 2461.801270
	Iteration 0F: 2 clusters Score -2373612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2359312.250000 Penalty: 4923.602539
	Iteration 0F: 3 clusters Score -2359312 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2364234.250000 Penalty: 4923.602539
	Iteration 1F: 3 clusters Score -2364234 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2364720.000000 Penalty: 4923.602539
	Iteration 2F: 3 clusters Score -2364720 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2365228.750000 Penalty: 4923.602539
	Iteration 3F: 3 clusters Score -2365229 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2365769.750000 Penalty: 4923.602539
	Iteration 4F: 3 clusters Score -2365770 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2366298.250000 Penalty: 4923.602539
	Iteration 5F: 3 clusters Score -2366298 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2366763.000000 Penalty: 4923.602539
	Iteration 6Q: 3 clusters Score -2366763 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2367257.250000 Penalty: 4923.602539
	Iteration 7Q: 3 clusters Score -2367257 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2367744.250000 Penalty: 4923.602539
	Iteration 8Q: 3 clusters Score -2367744 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2368225.250000 Penalty: 4923.602539
	Iteration 9Q: 3 clusters Score -2368225 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2368698.750000 Penalty: 4923.602539
	Iteration 10Q: 3 clusters Score -2368699 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2369115.250000 Penalty: 4923.602539
	Iteration 11Q: 3 clusters Score -2369115 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2369475.750000 Penalty: 4923.602539
	Iteration 12Q: 3 clusters Score -2369476 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2369744.250000 Penalty: 4923.602539
	Iteration 13Q: 3 clusters Score -2369744 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2369929.250000 Penalty: 4923.602539
	Iteration 14Q: 3 clusters Score -2369929 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2370050.500000 Penalty: 4923.602539
	Iteration 15Q: 3 clusters Score -2370050 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2370133.250000 Penalty: 4923.602539
	Iteration 16Q: 3 clusters Score -2370133 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2370203.500000 Penalty: 4923.602539
	Iteration 17Q: 3 clusters Score -2370204 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2370258.250000 Penalty: 4923.602539
	Iteration 18Q: 3 clusters Score -2370258 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2370311.000000 Penalty: 4923.602539
	Iteration 19Q: 3 clusters Score -2370311 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2370360.750000 Penalty: 4923.602539
	Iteration 20F: 3 clusters Score -2370361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2370395.750000 Penalty: 4923.602539
	Iteration 21Q: 3 clusters Score -2370396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2370449.000000 Penalty: 4923.602539
	Iteration 22Q: 3 clusters Score -2370449 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2370483.000000 Penalty: 4923.602539
	Iteration 23Q: 3 clusters Score -2370483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2370514.500000 Penalty: 4923.602539
	Iteration 24Q: 3 clusters Score -2370514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2370556.500000 Penalty: 4923.602539
	Iteration 25Q: 3 clusters Score -2370556 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2370579.500000 Penalty: 4923.602539
	Iteration 26Q: 3 clusters Score -2370580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2370608.000000 Penalty: 4923.602539
	Iteration 27Q: 3 clusters Score -2370608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2370632.750000 Penalty: 4923.602539
	Iteration 28Q: 3 clusters Score -2370633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2370656.250000 Penalty: 4923.602539
	Iteration 29Q: 3 clusters Score -2370656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2370690.250000 Penalty: 4923.602539
	Iteration 30Q: 3 clusters Score -2370690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2370711.000000 Penalty: 4923.602539
	Iteration 31Q: 3 clusters Score -2370711 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2370740.250000 Penalty: 4923.602539
	Iteration 32Q: 3 clusters Score -2370740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2370759.000000 Penalty: 4923.602539
	Iteration 33Q: 3 clusters Score -2370759 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2370792.000000 Penalty: 4923.602539
	Iteration 34Q: 3 clusters Score -2370792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2370830.250000 Penalty: 4923.602539
	Iteration 35Q: 3 clusters Score -2370830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2370863.750000 Penalty: 4923.602539
	Iteration 36Q: 3 clusters Score -2370864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2370887.000000 Penalty: 4923.602539
	Iteration 37Q: 3 clusters Score -2370887 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2370919.750000 Penalty: 4923.602539
	Iteration 38Q: 3 clusters Score -2370920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2370942.500000 Penalty: 4923.602539
	Iteration 39Q: 3 clusters Score -2370942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2370963.000000 Penalty: 4923.602539
	Iteration 40F: 3 clusters Score -2370963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2370976.500000 Penalty: 4923.602539
	Iteration 41Q: 3 clusters Score -2370976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2370995.250000 Penalty: 4923.602539
	Iteration 42Q: 3 clusters Score -2370995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2371022.000000 Penalty: 4923.602539
	Iteration 43Q: 3 clusters Score -2371022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2371036.000000 Penalty: 4923.602539
	Iteration 44Q: 3 clusters Score -2371036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2371051.250000 Penalty: 4923.602539
	Iteration 45Q: 3 clusters Score -2371051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2371067.250000 Penalty: 4923.602539
	Iteration 46Q: 3 clusters Score -2371067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2371077.250000 Penalty: 4923.602539
	Iteration 47Q: 3 clusters Score -2371077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2371083.750000 Penalty: 4923.602539
	Iteration 48Q: 3 clusters Score -2371084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2371088.000000 Penalty: 4923.602539
	Iteration 49Q: 3 clusters Score -2371088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2371101.500000 Penalty: 4923.602539
	Iteration 50Q: 3 clusters Score -2371102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2371102.750000 Penalty: 4923.602539
	Iteration 51Q: 3 clusters Score -2371103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2371101.750000 Penalty: 4923.602539
	Iteration 52Q: 3 clusters Score -2371102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2371098.500000 Penalty: 4923.602539
	Iteration 53Q: 3 clusters Score -2371098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2371107.750000 Penalty: 4923.602539
	Iteration 54Q: 3 clusters Score -2371108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2371115.000000 Penalty: 4923.602539
	Iteration 55Q: 3 clusters Score -2371115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2371116.000000 Penalty: 4923.602539
	Iteration 56Q: 3 clusters Score -2371116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2371121.250000 Penalty: 4923.602539
	Iteration 57Q: 3 clusters Score -2371121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2371125.250000 Penalty: 4923.602539
	Iteration 58Q: 3 clusters Score -2371125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2371133.750000 Penalty: 4923.602539
	Iteration 59Q: 3 clusters Score -2371134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2371136.500000 Penalty: 4923.602539
	Iteration 60F: 3 clusters Score -2371136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2371138.000000 Penalty: 4923.602539
	Iteration 61Q: 3 clusters Score -2371138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2371142.500000 Penalty: 4923.602539
	Iteration 62Q: 3 clusters Score -2371142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2371152.000000 Penalty: 4923.602539
	Iteration 63Q: 3 clusters Score -2371152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2371151.750000 Penalty: 4923.602539
	Iteration 64Q: 3 clusters Score -2371152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2371169.500000 Penalty: 4923.602539
	Iteration 65Q: 3 clusters Score -2371170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2371169.750000 Penalty: 4923.602539
	Iteration 66Q: 3 clusters Score -2371170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2371179.000000 Penalty: 4923.602539
	Iteration 67Q: 3 clusters Score -2371179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2371187.250000 Penalty: 4923.602539
	Iteration 68Q: 3 clusters Score -2371187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2371197.750000 Penalty: 4923.602539
	Iteration 69Q: 3 clusters Score -2371198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2371208.250000 Penalty: 4923.602539
	Iteration 70Q: 3 clusters Score -2371208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2371214.000000 Penalty: 4923.602539
	Iteration 71Q: 3 clusters Score -2371214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2371217.750000 Penalty: 4923.602539
	Iteration 72Q: 3 clusters Score -2371218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2371224.500000 Penalty: 4923.602539
	Iteration 73Q: 3 clusters Score -2371224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2371230.250000 Penalty: 4923.602539
	Iteration 74Q: 3 clusters Score -2371230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2371242.500000 Penalty: 4923.602539
	Iteration 75Q: 3 clusters Score -2371242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2371248.500000 Penalty: 4923.602539
	Iteration 76Q: 3 clusters Score -2371248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2371265.250000 Penalty: 4923.602539
	Iteration 77Q: 3 clusters Score -2371265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2371272.250000 Penalty: 4923.602539
	Iteration 78Q: 3 clusters Score -2371272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2371282.000000 Penalty: 4923.602539
	Iteration 79Q: 3 clusters Score -2371282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2371298.500000 Penalty: 4923.602539
	Iteration 80F: 3 clusters Score -2371298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2371316.000000 Penalty: 4923.602539
	Iteration 81Q: 3 clusters Score -2371316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2371342.250000 Penalty: 4923.602539
	Iteration 82Q: 3 clusters Score -2371342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2371354.500000 Penalty: 4923.602539
	Iteration 83Q: 3 clusters Score -2371354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2371367.500000 Penalty: 4923.602539
	Iteration 84Q: 3 clusters Score -2371368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2371380.250000 Penalty: 4923.602539
	Iteration 85Q: 3 clusters Score -2371380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2371397.750000 Penalty: 4923.602539
	Iteration 86Q: 3 clusters Score -2371398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2371426.500000 Penalty: 4923.602539
	Iteration 87Q: 3 clusters Score -2371426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2371436.000000 Penalty: 4923.602539
	Iteration 88Q: 3 clusters Score -2371436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2371455.000000 Penalty: 4923.602539
	Iteration 89Q: 3 clusters Score -2371455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2371466.000000 Penalty: 4923.602539
	Iteration 90Q: 3 clusters Score -2371466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2371489.250000 Penalty: 4923.602539
	Iteration 91Q: 3 clusters Score -2371489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2371510.500000 Penalty: 4923.602539
	Iteration 92Q: 3 clusters Score -2371510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2371516.250000 Penalty: 4923.602539
	Iteration 93Q: 3 clusters Score -2371516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2371533.000000 Penalty: 4923.602539
	Iteration 94Q: 3 clusters Score -2371533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2371545.750000 Penalty: 4923.602539
	Iteration 95Q: 3 clusters Score -2371546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2371551.750000 Penalty: 4923.602539
	Iteration 96Q: 3 clusters Score -2371552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2371560.750000 Penalty: 4923.602539
	Iteration 97Q: 3 clusters Score -2371561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2371563.750000 Penalty: 4923.602539
	Iteration 98Q: 3 clusters Score -2371564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2371571.250000 Penalty: 4923.602539
	Iteration 99Q: 3 clusters Score -2371571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2371588.250000 Penalty: 4923.602539
	Iteration 100F: 3 clusters Score -2371588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2371592.750000 Penalty: 4923.602539
	Iteration 101Q: 3 clusters Score -2371593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2371601.750000 Penalty: 4923.602539
	Iteration 102Q: 3 clusters Score -2371602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2371606.000000 Penalty: 4923.602539
	Iteration 103Q: 3 clusters Score -2371606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2371616.250000 Penalty: 4923.602539
	Iteration 104Q: 3 clusters Score -2371616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2371626.750000 Penalty: 4923.602539
	Iteration 105Q: 3 clusters Score -2371627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2371640.750000 Penalty: 4923.602539
	Iteration 106Q: 3 clusters Score -2371641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2371650.750000 Penalty: 4923.602539
	Iteration 107Q: 3 clusters Score -2371651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2371662.000000 Penalty: 4923.602539
	Iteration 108Q: 3 clusters Score -2371662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2371668.750000 Penalty: 4923.602539
	Iteration 109Q: 3 clusters Score -2371669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2371671.750000 Penalty: 4923.602539
	Iteration 110Q: 3 clusters Score -2371672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2371679.500000 Penalty: 4923.602539
	Iteration 111Q: 3 clusters Score -2371680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2371675.750000 Penalty: 4923.602539
	Iteration 112Q: 3 clusters Score -2371676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2371677.500000 Penalty: 4923.602539
	Iteration 113Q: 3 clusters Score -2371678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2371679.250000 Penalty: 4923.602539
	Iteration 114Q: 3 clusters Score -2371679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2371681.250000 Penalty: 4923.602539
	Iteration 115Q: 3 clusters Score -2371681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2371684.000000 Penalty: 4923.602539
	Iteration 116Q: 3 clusters Score -2371684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2371692.500000 Penalty: 4923.602539
	Iteration 117Q: 3 clusters Score -2371692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2371697.750000 Penalty: 4923.602539
	Iteration 118Q: 3 clusters Score -2371698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2371697.750000 Penalty: 4923.602539
	Iteration 119F: 3 clusters Score -2371698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -110010.406250 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -110010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108132.031250 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -108132 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -108533.195312 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -108533.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -108693.117188 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -108693.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -108812.156250 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -108812.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108933.445312 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -108933.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -109001.273438 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -109001.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -109064.273438 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -109064.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109130.179688 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -109130.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -109191.390625 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -109191.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109240.031250 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -109240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -109278.132812 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -109278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109299.007812 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -109299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109312.765625 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -109312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109317.820312 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -109317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109319.257812 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -109319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109321.039062 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -109321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109324.132812 Penalty: 3431.672852
	Iteration 16Q: 3 clusters Score -109324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109327.492188 Penalty: 3431.672852
	Iteration 17Q: 3 clusters Score -109327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109330.914062 Penalty: 3431.672852
	Iteration 18Q: 3 clusters Score -109330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109334.640625 Penalty: 3431.672852
	Iteration 19Q: 3 clusters Score -109334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109336.632812 Penalty: 3431.672852
	Iteration 20F: 3 clusters Score -109336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109341.218750 Penalty: 3431.672852
	Iteration 21Q: 3 clusters Score -109341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109342.968750 Penalty: 3431.672852
	Iteration 22Q: 3 clusters Score -109343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109344.156250 Penalty: 3431.672852
	Iteration 23Q: 3 clusters Score -109344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109346.578125 Penalty: 3431.672852
	Iteration 24Q: 3 clusters Score -109346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109349.585938 Penalty: 3431.672852
	Iteration 25Q: 3 clusters Score -109349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109354.078125 Penalty: 3431.672852
	Iteration 26Q: 3 clusters Score -109354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109358.070312 Penalty: 3431.672852
	Iteration 27Q: 3 clusters Score -109358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -109359.945312 Penalty: 3431.672852
	Iteration 28Q: 3 clusters Score -109359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -109362.640625 Penalty: 3431.672852
	Iteration 29Q: 3 clusters Score -109362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109365.710938 Penalty: 3431.672852
	Iteration 30Q: 3 clusters Score -109365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109365.710938 Penalty: 3431.672852
	Iteration 31F: 3 clusters Score -109365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -357441.531250 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -357441.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -354020.656250 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -354020.7 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -354822.781250 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -354822.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -355104.000000 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -355104 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -355302.781250 Penalty: 4015.416748
	Iteration 3F: 3 clusters Score -355302.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -355438.656250 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -355438.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -355537.218750 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -355537.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -355618.156250 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -355618.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -355677.125000 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -355677.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -355733.406250 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -355733.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -355797.375000 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -355797.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -355853.656250 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -355853.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -355913.500000 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -355913.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -355961.281250 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -355961.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -355988.812500 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -355988.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -356002.906250 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -356002.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -356008.812500 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -356008.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -356017.250000 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -356017.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -356025.375000 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -356025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -356030.656250 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -356030.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -356040.062500 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -356040.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -356045.937500 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -356045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -356052.875000 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -356052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -356057.625000 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -356057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -356061.718750 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -356061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -356065.156250 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -356065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -356068.156250 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -356068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -356068.718750 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -356068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -356069.687500 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -356069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -356071.937500 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -356071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -356072.406250 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -356072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -356072.406250 Penalty: 4015.416748
	Iteration 30F: 3 clusters Score -356072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Entering Unmasked Estep 
Score: -1122347.625000 Penalty: 2276.406006
	Iteration 0F: 2 clusters Score -1122348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1114913.625000 Penalty: 4552.812012
	Iteration 0F: 3 clusters Score -1114914 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1117178.625000 Penalty: 4552.812012
	Iteration 1F: 3 clusters Score -1117179 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1117526.875000 Penalty: 4552.812012
	Iteration 2F: 3 clusters Score -1117527 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1117765.375000 Penalty: 4552.812012
	Iteration 3F: 3 clusters Score -1117765 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1117967.000000 Penalty: 4552.812012
	Iteration 4Q: 3 clusters Score -1117967 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1118160.250000 Penalty: 4552.812012
	Iteration 5Q: 3 clusters Score -1118160 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1118329.250000 Penalty: 4552.812012
	Iteration 6Q: 3 clusters Score -1118329 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1118496.500000 Penalty: 4552.812012
	Iteration 7Q: 3 clusters Score -1118496 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1118676.375000 Penalty: 4552.812012
	Iteration 8Q: 3 clusters Score -1118676 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1118859.875000 Penalty: 4552.812012
	Iteration 9Q: 3 clusters Score -1118860 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1119060.875000 Penalty: 4552.812012
	Iteration 10Q: 3 clusters Score -1119061 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1119294.750000 Penalty: 4552.812012
	Iteration 11Q: 3 clusters Score -1119295 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1119578.250000 Penalty: 4552.812012
	Iteration 12Q: 3 clusters Score -1119578 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1119942.250000 Penalty: 4552.812012
	Iteration 13Q: 3 clusters Score -1119942 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1120299.125000 Penalty: 4552.812012
	Iteration 14Q: 3 clusters Score -1120299 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1120584.375000 Penalty: 4552.812012
	Iteration 15Q: 3 clusters Score -1120584 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1120755.250000 Penalty: 4552.812012
	Iteration 16Q: 3 clusters Score -1120755 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1120860.500000 Penalty: 4552.812012
	Iteration 17Q: 3 clusters Score -1120860 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1120934.250000 Penalty: 4552.812012
	Iteration 18Q: 3 clusters Score -1120934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1120985.750000 Penalty: 4552.812012
	Iteration 19Q: 3 clusters Score -1120986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1121026.250000 Penalty: 4552.812012
	Iteration 20F: 3 clusters Score -1121026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1121073.125000 Penalty: 4552.812012
	Iteration 21Q: 3 clusters Score -1121073 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1121136.250000 Penalty: 4552.812012
	Iteration 22Q: 3 clusters Score -1121136 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1121214.375000 Penalty: 4552.812012
	Iteration 23Q: 3 clusters Score -1121214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1121319.500000 Penalty: 4552.812012
	Iteration 24Q: 3 clusters Score -1121320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1121450.250000 Penalty: 4552.812012
	Iteration 25Q: 3 clusters Score -1121450 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1121600.125000 Penalty: 4552.812012
	Iteration 26Q: 3 clusters Score -1121600 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1121826.750000 Penalty: 4552.812012
	Iteration 27Q: 3 clusters Score -1121827 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1122107.500000 Penalty: 4552.812012
	Iteration 28Q: 3 clusters Score -1122108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1122306.875000 Penalty: 4552.812012
	Iteration 29Q: 3 clusters Score -1122307 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1122385.500000 Penalty: 4552.812012
	Iteration 30Q: 3 clusters Score -1122386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1122422.875000 Penalty: 4552.812012
	Iteration 31Q: 3 clusters Score -1122423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1122435.250000 Penalty: 4552.812012
	Iteration 32Q: 3 clusters Score -1122435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1122445.375000 Penalty: 4552.812012
	Iteration 33Q: 3 clusters Score -1122445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1122452.875000 Penalty: 4552.812012
	Iteration 34Q: 3 clusters Score -1122453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1122457.500000 Penalty: 4552.812012
	Iteration 35Q: 3 clusters Score -1122458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1122463.625000 Penalty: 4552.812012
	Iteration 36Q: 3 clusters Score -1122464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1122464.750000 Penalty: 4552.812012
	Iteration 37Q: 3 clusters Score -1122465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1122466.625000 Penalty: 4552.812012
	Iteration 38Q: 3 clusters Score -1122467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1122468.625000 Penalty: 4552.812012
	Iteration 39Q: 3 clusters Score -1122469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1122471.500000 Penalty: 4552.812012
	Iteration 40F: 3 clusters Score -1122472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1122471.500000 Penalty: 4552.812012
	Iteration 41Q: 3 clusters Score -1122472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1122471.875000 Penalty: 4552.812012
	Iteration 42Q: 3 clusters Score -1122472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1122471.875000 Penalty: 4552.812012
	Iteration 43F: 3 clusters Score -1122472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 156706 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115600 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175336 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169359 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110774 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245573 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 62423 members 
Mstep: Class 22 contains 22248 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 10507 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 73024 members 
Mstep: Class 30 contains 34817 members 
Mstep: Class 31 contains 17463 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 3280 members 
Mstep: Class 35 contains 3222 members 
Mstep: Class 36 contains 774 members 
Mstep: Class 37 contains 5257 members 
Mstep: Class 38 contains 548 members 
Mstep: Class 39 contains 6470 members 
Entering Unmasked Estep 
Score: -205577904.000000 Penalty: 139228.281250
Splitting cluster 35 changes total score from -205578144.000000 to -205577904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -82099.632812 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -82099.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80406.156250 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -80406.16 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80754.484375 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -80754.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80963.765625 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -80963.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81236.632812 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -81236.63 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81812.125000 Penalty: 3299.179688
	Iteration 4F: 3 clusters Score -81812.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82692.046875 Penalty: 3299.179688
	Iteration 5F: 3 clusters Score -82692.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -82769.539062 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -82769.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82795.328125 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -82795.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82842.203125 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -82842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -82855.585938 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -82855.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -82855.585938 Penalty: 3299.179688
	Iteration 10F: 3 clusters Score -82855.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 156706 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115600 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175336 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169359 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110774 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245573 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 62423 members 
Mstep: Class 22 contains 22248 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 10507 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 73024 members 
Mstep: Class 30 contains 34817 members 
Mstep: Class 31 contains 17463 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 3280 members 
Mstep: Class 35 contains 9692 members 
Mstep: Class 36 contains 187 members 
Mstep: Class 37 contains 5257 members 
Mstep: Class 38 contains 548 members 
Mstep: Class 39 contains 587 members 
Entering Unmasked Estep 
Score: -205578272.000000 Penalty: 139228.281250
Splitting cluster 36 changes total score from -205578144.000000 to -205578272.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 156706 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 115600 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175336 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169359 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110774 members 
Mstep: Class 18 contains 29121 members 
Mstep: Class 19 contains 245573 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 62423 members 
Mstep: Class 22 contains 22248 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 10507 members 
Mstep: Class 26 contains 11675 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 73024 members 
Mstep: Class 30 contains 34817 members 
Mstep: Class 31 contains 17463 members 
Mstep: Class 32 contains 20468 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 3280 members 
Mstep: Class 35 contains 9692 members 
Mstep: Class 36 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205578960.000000 Penalty: 139228.281250
Iteration 119Q: 40 clusters Score -2.05579e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160479 members 
Mstep: Class 2 contains 11620 members 
Mstep: Class 3 contains 47326 members 
Mstep: Class 4 contains 78901 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 93504 members 
Mstep: Class 7 contains 156772 members 
Mstep: Class 8 contains 12414 members 
Mstep: Class 9 contains 115656 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 175334 members 
Mstep: Class 12 contains 7338 members 
Mstep: Class 13 contains 22400 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 169452 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110828 members 
Mstep: Class 18 contains 29117 members 
Mstep: Class 19 contains 245467 members 
Mstep: Class 20 contains 26919 members 
Mstep: Class 21 contains 62432 members 
Mstep: Class 22 contains 22220 members 
Mstep: Class 23 contains 8746 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 10511 members 
Mstep: Class 26 contains 11676 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 9492 members 
Mstep: Class 29 contains 73057 members 
Mstep: Class 30 contains 34893 members 
Mstep: Class 31 contains 17464 members 
Mstep: Class 32 contains 20513 members 
Mstep: Class 33 contains 1014 members 
Mstep: Class 34 contains 3284 members 
Mstep: Class 35 contains 9703 members 
Mstep: Class 36 contains 186 members 
Mstep: Class 37 contains 4804 members 
Mstep: Class 38 contains 548 members 
Mstep: Class 39 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205580240.000000 Penalty: 139228.281250
Iteration 120F: 40 clusters Score -2.055802e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 11624 members 
Mstep: Class 3 contains 47325 members 
Mstep: Class 4 contains 78903 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 93455 members 
Mstep: Class 7 contains 156849 members 
Mstep: Class 8 contains 12249 members 
Mstep: Class 9 contains 115653 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 175361 members 
Mstep: Class 12 contains 7383 members 
Mstep: Class 13 contains 22382 members 
Mstep: Class 14 contains 7596 members 
Mstep: Class 15 contains 169381 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110818 members 
Mstep: Class 18 contains 29112 members 
Mstep: Class 19 contains 245367 members 
Mstep: Class 20 contains 26891 members 
Mstep: Class 21 contains 62437 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 10026 members 
Mstep: Class 25 contains 10510 members 
Mstep: Class 26 contains 11680 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 9494 members 
Mstep: Class 29 contains 73048 members 
Mstep: Class 30 contains 34977 members 
Mstep: Class 31 contains 17468 members 
Mstep: Class 32 contains 20539 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 3290 members 
Mstep: Class 35 contains 9708 members 
Mstep: Class 36 contains 185 members 
Mstep: Class 37 contains 5112 members 
Mstep: Class 38 contains 562 members 
Mstep: Class 39 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205580656.000000 Penalty: 139228.281250
Iteration 121Q: 40 clusters Score -2.055807e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160327 members 
Mstep: Class 2 contains 11628 members 
Mstep: Class 3 contains 47323 members 
Mstep: Class 4 contains 78906 members 
Mstep: Class 5 contains 7603 members 
Mstep: Class 6 contains 93428 members 
Mstep: Class 7 contains 156920 members 
Mstep: Class 8 contains 12140 members 
Mstep: Class 9 contains 115660 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 175378 members 
Mstep: Class 12 contains 7385 members 
Mstep: Class 13 contains 22340 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 169312 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110807 members 
Mstep: Class 18 contains 29107 members 
Mstep: Class 19 contains 245275 members 
Mstep: Class 20 contains 26868 members 
Mstep: Class 21 contains 62444 members 
Mstep: Class 22 contains 22140 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 10011 members 
Mstep: Class 25 contains 10508 members 
Mstep: Class 26 contains 11688 members 
Mstep: Class 27 contains 570 members 
Mstep: Class 28 contains 9494 members 
Mstep: Class 29 contains 73061 members 
Mstep: Class 30 contains 35085 members 
Mstep: Class 31 contains 17464 members 
Mstep: Class 32 contains 20575 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 3295 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 185 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 570 members 
Mstep: Class 39 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581536.000000 Penalty: 139228.281250
Iteration 122Q: 40 clusters Score -2.055815e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160250 members 
Mstep: Class 2 contains 11637 members 
Mstep: Class 3 contains 47326 members 
Mstep: Class 4 contains 78911 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 93397 members 
Mstep: Class 7 contains 156986 members 
Mstep: Class 8 contains 12086 members 
Mstep: Class 9 contains 115673 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 175385 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 22302 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 169232 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110808 members 
Mstep: Class 18 contains 29105 members 
Mstep: Class 19 contains 245224 members 
Mstep: Class 20 contains 26837 members 
Mstep: Class 21 contains 62451 members 
Mstep: Class 22 contains 22088 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 9993 members 
Mstep: Class 25 contains 10519 members 
Mstep: Class 26 contains 11695 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 9500 members 
Mstep: Class 29 contains 73056 members 
Mstep: Class 30 contains 35186 members 
Mstep: Class 31 contains 17457 members 
Mstep: Class 32 contains 20595 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 3298 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 185 members 
Mstep: Class 37 contains 5458 members 
Mstep: Class 38 contains 573 members 
Mstep: Class 39 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581488.000000 Penalty: 139228.281250
Iteration 123Q: 40 clusters Score -2.055815e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 11642 members 
Mstep: Class 3 contains 47326 members 
Mstep: Class 4 contains 78907 members 
Mstep: Class 5 contains 7631 members 
Mstep: Class 6 contains 93341 members 
Mstep: Class 7 contains 157048 members 
Mstep: Class 8 contains 12059 members 
Mstep: Class 9 contains 115681 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 175395 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 169179 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110785 members 
Mstep: Class 18 contains 29105 members 
Mstep: Class 19 contains 245148 members 
Mstep: Class 20 contains 26810 members 
Mstep: Class 21 contains 62453 members 
Mstep: Class 22 contains 22025 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 9995 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 11700 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 9512 members 
Mstep: Class 29 contains 73051 members 
Mstep: Class 30 contains 35316 members 
Mstep: Class 31 contains 17448 members 
Mstep: Class 32 contains 20628 members 
Mstep: Class 33 contains 993 members 
Mstep: Class 34 contains 3300 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 185 members 
Mstep: Class 37 contains 5561 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581392.000000 Penalty: 139228.281250
Iteration 124Q: 40 clusters Score -2.055814e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160156 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 47323 members 
Mstep: Class 4 contains 78901 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 93300 members 
Mstep: Class 7 contains 157099 members 
Mstep: Class 8 contains 12041 members 
Mstep: Class 9 contains 115687 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 175407 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 169152 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110753 members 
Mstep: Class 18 contains 29097 members 
Mstep: Class 19 contains 245077 members 
Mstep: Class 20 contains 26796 members 
Mstep: Class 21 contains 62454 members 
Mstep: Class 22 contains 21958 members 
Mstep: Class 23 contains 8790 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 10527 members 
Mstep: Class 26 contains 11712 members 
Mstep: Class 27 contains 574 members 
Mstep: Class 28 contains 9530 members 
Mstep: Class 29 contains 73051 members 
Mstep: Class 30 contains 35446 members 
Mstep: Class 31 contains 17448 members 
Mstep: Class 32 contains 20654 members 
Mstep: Class 33 contains 993 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 9750 members 
Mstep: Class 36 contains 185 members 
Mstep: Class 37 contains 5641 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581472.000000 Penalty: 139228.281250
Iteration 125Q: 40 clusters Score -2.055815e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 47325 members 
Mstep: Class 4 contains 78905 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 6 contains 93267 members 
Mstep: Class 7 contains 157134 members 
Mstep: Class 8 contains 12020 members 
Mstep: Class 9 contains 115695 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 175407 members 
Mstep: Class 12 contains 7390 members 
Mstep: Class 13 contains 22209 members 
Mstep: Class 14 contains 7593 members 
Mstep: Class 15 contains 169124 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110714 members 
Mstep: Class 18 contains 29091 members 
Mstep: Class 19 contains 244998 members 
Mstep: Class 20 contains 26784 members 
Mstep: Class 21 contains 62453 members 
Mstep: Class 22 contains 21912 members 
Mstep: Class 23 contains 8797 members 
Mstep: Class 24 contains 9986 members 
Mstep: Class 25 contains 10539 members 
Mstep: Class 26 contains 11723 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9534 members 
Mstep: Class 29 contains 73050 members 
Mstep: Class 30 contains 35566 members 
Mstep: Class 31 contains 17443 members 
Mstep: Class 32 contains 20679 members 
Mstep: Class 33 contains 986 members 
Mstep: Class 34 contains 3307 members 
Mstep: Class 35 contains 9762 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5704 members 
Mstep: Class 38 contains 586 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581296.000000 Penalty: 139228.281250
Iteration 126Q: 40 clusters Score -2.055813e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 11633 members 
Mstep: Class 3 contains 47325 members 
Mstep: Class 4 contains 78912 members 
Mstep: Class 5 contains 7674 members 
Mstep: Class 6 contains 93235 members 
Mstep: Class 7 contains 157156 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 115702 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 175416 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 169097 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110704 members 
Mstep: Class 18 contains 29080 members 
Mstep: Class 19 contains 244922 members 
Mstep: Class 20 contains 26780 members 
Mstep: Class 21 contains 62461 members 
Mstep: Class 22 contains 21859 members 
Mstep: Class 23 contains 8812 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 10553 members 
Mstep: Class 26 contains 11734 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9547 members 
Mstep: Class 29 contains 73023 members 
Mstep: Class 30 contains 35691 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 20704 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 3309 members 
Mstep: Class 35 contains 9781 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5745 members 
Mstep: Class 38 contains 596 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581488.000000 Penalty: 139228.281250
Iteration 127Q: 40 clusters Score -2.055815e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160088 members 
Mstep: Class 2 contains 11635 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 78907 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 93198 members 
Mstep: Class 7 contains 157176 members 
Mstep: Class 8 contains 11994 members 
Mstep: Class 9 contains 115707 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 175442 members 
Mstep: Class 12 contains 7393 members 
Mstep: Class 13 contains 22140 members 
Mstep: Class 14 contains 7590 members 
Mstep: Class 15 contains 169075 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110705 members 
Mstep: Class 18 contains 29078 members 
Mstep: Class 19 contains 244848 members 
Mstep: Class 20 contains 26774 members 
Mstep: Class 21 contains 62464 members 
Mstep: Class 22 contains 21797 members 
Mstep: Class 23 contains 8828 members 
Mstep: Class 24 contains 9982 members 
Mstep: Class 25 contains 10561 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9546 members 
Mstep: Class 29 contains 72999 members 
Mstep: Class 30 contains 35799 members 
Mstep: Class 31 contains 17440 members 
Mstep: Class 32 contains 20732 members 
Mstep: Class 33 contains 976 members 
Mstep: Class 34 contains 3311 members 
Mstep: Class 35 contains 9799 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5786 members 
Mstep: Class 38 contains 602 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581712.000000 Penalty: 139228.281250
Iteration 128Q: 40 clusters Score -2.055817e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160056 members 
Mstep: Class 2 contains 11631 members 
Mstep: Class 3 contains 47316 members 
Mstep: Class 4 contains 78909 members 
Mstep: Class 5 contains 7701 members 
Mstep: Class 6 contains 93172 members 
Mstep: Class 7 contains 157212 members 
Mstep: Class 8 contains 11981 members 
Mstep: Class 9 contains 115704 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 175474 members 
Mstep: Class 12 contains 7393 members 
Mstep: Class 13 contains 22121 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 169053 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110683 members 
Mstep: Class 18 contains 29076 members 
Mstep: Class 19 contains 244773 members 
Mstep: Class 20 contains 26769 members 
Mstep: Class 21 contains 62472 members 
Mstep: Class 22 contains 21747 members 
Mstep: Class 23 contains 8853 members 
Mstep: Class 24 contains 9975 members 
Mstep: Class 25 contains 10567 members 
Mstep: Class 26 contains 11735 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9546 members 
Mstep: Class 29 contains 72978 members 
Mstep: Class 30 contains 35910 members 
Mstep: Class 31 contains 17437 members 
Mstep: Class 32 contains 20742 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 3315 members 
Mstep: Class 35 contains 9830 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5822 members 
Mstep: Class 38 contains 605 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581360.000000 Penalty: 139228.281250
Iteration 129Q: 40 clusters Score -2.055814e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160022 members 
Mstep: Class 2 contains 11632 members 
Mstep: Class 3 contains 47316 members 
Mstep: Class 4 contains 78910 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 6 contains 93145 members 
Mstep: Class 7 contains 157263 members 
Mstep: Class 8 contains 11973 members 
Mstep: Class 9 contains 115707 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 175493 members 
Mstep: Class 12 contains 7393 members 
Mstep: Class 13 contains 22093 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 169029 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110670 members 
Mstep: Class 18 contains 29069 members 
Mstep: Class 19 contains 244686 members 
Mstep: Class 20 contains 26757 members 
Mstep: Class 21 contains 62475 members 
Mstep: Class 22 contains 21691 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 10577 members 
Mstep: Class 26 contains 11735 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9555 members 
Mstep: Class 29 contains 72971 members 
Mstep: Class 30 contains 36009 members 
Mstep: Class 31 contains 17439 members 
Mstep: Class 32 contains 20753 members 
Mstep: Class 33 contains 966 members 
Mstep: Class 34 contains 3318 members 
Mstep: Class 35 contains 9853 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 611 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581328.000000 Penalty: 139228.281250
Iteration 130Q: 40 clusters Score -2.055813e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 47317 members 
Mstep: Class 4 contains 78909 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 93126 members 
Mstep: Class 7 contains 157333 members 
Mstep: Class 8 contains 11961 members 
Mstep: Class 9 contains 115701 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 175508 members 
Mstep: Class 12 contains 7390 members 
Mstep: Class 13 contains 22085 members 
Mstep: Class 14 contains 7592 members 
Mstep: Class 15 contains 169010 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110655 members 
Mstep: Class 18 contains 29061 members 
Mstep: Class 19 contains 244602 members 
Mstep: Class 20 contains 26752 members 
Mstep: Class 21 contains 62467 members 
Mstep: Class 22 contains 21627 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 10586 members 
Mstep: Class 26 contains 11732 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9565 members 
Mstep: Class 29 contains 72982 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 17440 members 
Mstep: Class 32 contains 20776 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3318 members 
Mstep: Class 35 contains 9872 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5876 members 
Mstep: Class 38 contains 617 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581232.000000 Penalty: 139228.281250
Iteration 131Q: 40 clusters Score -2.055812e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159927 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 47316 members 
Mstep: Class 4 contains 78910 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 93111 members 
Mstep: Class 7 contains 157403 members 
Mstep: Class 8 contains 11950 members 
Mstep: Class 9 contains 115688 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 175529 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 22088 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 169002 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110650 members 
Mstep: Class 18 contains 29054 members 
Mstep: Class 19 contains 244547 members 
Mstep: Class 20 contains 26752 members 
Mstep: Class 21 contains 62463 members 
Mstep: Class 22 contains 21553 members 
Mstep: Class 23 contains 8897 members 
Mstep: Class 24 contains 9996 members 
Mstep: Class 25 contains 10598 members 
Mstep: Class 26 contains 11727 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 72964 members 
Mstep: Class 30 contains 36155 members 
Mstep: Class 31 contains 17440 members 
Mstep: Class 32 contains 20778 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 3319 members 
Mstep: Class 35 contains 9886 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5901 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581632.000000 Penalty: 139228.281250
Iteration 132Q: 40 clusters Score -2.055816e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 47313 members 
Mstep: Class 4 contains 78914 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 93096 members 
Mstep: Class 7 contains 157452 members 
Mstep: Class 8 contains 11941 members 
Mstep: Class 9 contains 115679 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 175537 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 22085 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 168990 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110649 members 
Mstep: Class 18 contains 29048 members 
Mstep: Class 19 contains 244474 members 
Mstep: Class 20 contains 26746 members 
Mstep: Class 21 contains 62469 members 
Mstep: Class 22 contains 21490 members 
Mstep: Class 23 contains 8917 members 
Mstep: Class 24 contains 9998 members 
Mstep: Class 25 contains 10614 members 
Mstep: Class 26 contains 11725 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9576 members 
Mstep: Class 29 contains 72952 members 
Mstep: Class 30 contains 36228 members 
Mstep: Class 31 contains 17445 members 
Mstep: Class 32 contains 20793 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3320 members 
Mstep: Class 35 contains 9908 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5930 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581632.000000 Penalty: 139228.281250
Iteration 133Q: 40 clusters Score -2.055816e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 11665 members 
Mstep: Class 3 contains 47314 members 
Mstep: Class 4 contains 78918 members 
Mstep: Class 5 contains 7749 members 
Mstep: Class 6 contains 93077 members 
Mstep: Class 7 contains 157506 members 
Mstep: Class 8 contains 11924 members 
Mstep: Class 9 contains 115679 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 175529 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 22082 members 
Mstep: Class 14 contains 7597 members 
Mstep: Class 15 contains 168969 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110655 members 
Mstep: Class 18 contains 29042 members 
Mstep: Class 19 contains 244424 members 
Mstep: Class 20 contains 26726 members 
Mstep: Class 21 contains 62463 members 
Mstep: Class 22 contains 21429 members 
Mstep: Class 23 contains 8938 members 
Mstep: Class 24 contains 9997 members 
Mstep: Class 25 contains 10626 members 
Mstep: Class 26 contains 11728 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 72941 members 
Mstep: Class 30 contains 36309 members 
Mstep: Class 31 contains 17444 members 
Mstep: Class 32 contains 20813 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 9919 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5961 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581792.000000 Penalty: 139228.281250
Iteration 134Q: 40 clusters Score -2.055818e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 47312 members 
Mstep: Class 4 contains 78926 members 
Mstep: Class 5 contains 7757 members 
Mstep: Class 6 contains 93061 members 
Mstep: Class 7 contains 157544 members 
Mstep: Class 8 contains 11905 members 
Mstep: Class 9 contains 115678 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 175526 members 
Mstep: Class 12 contains 7387 members 
Mstep: Class 13 contains 22080 members 
Mstep: Class 14 contains 7596 members 
Mstep: Class 15 contains 168952 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110655 members 
Mstep: Class 18 contains 29039 members 
Mstep: Class 19 contains 244374 members 
Mstep: Class 20 contains 26725 members 
Mstep: Class 21 contains 62471 members 
Mstep: Class 22 contains 21366 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 9996 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 11728 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9591 members 
Mstep: Class 29 contains 72931 members 
Mstep: Class 30 contains 36391 members 
Mstep: Class 31 contains 17441 members 
Mstep: Class 32 contains 20828 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3322 members 
Mstep: Class 35 contains 9943 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5985 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581792.000000 Penalty: 139228.281250
Iteration 135Q: 40 clusters Score -2.055818e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159720 members 
Mstep: Class 2 contains 11686 members 
Mstep: Class 3 contains 47310 members 
Mstep: Class 4 contains 78926 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 93060 members 
Mstep: Class 7 contains 157580 members 
Mstep: Class 8 contains 11895 members 
Mstep: Class 9 contains 115672 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 175542 members 
Mstep: Class 12 contains 7384 members 
Mstep: Class 13 contains 22077 members 
Mstep: Class 14 contains 7597 members 
Mstep: Class 15 contains 168931 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110650 members 
Mstep: Class 18 contains 29031 members 
Mstep: Class 19 contains 244302 members 
Mstep: Class 20 contains 26730 members 
Mstep: Class 21 contains 62473 members 
Mstep: Class 22 contains 21291 members 
Mstep: Class 23 contains 8975 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 11729 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9604 members 
Mstep: Class 29 contains 72909 members 
Mstep: Class 30 contains 36480 members 
Mstep: Class 31 contains 17439 members 
Mstep: Class 32 contains 20832 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3324 members 
Mstep: Class 35 contains 9966 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581872.000000 Penalty: 139228.281250
Iteration 136Q: 40 clusters Score -2.055819e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159718 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 47309 members 
Mstep: Class 4 contains 78942 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 93061 members 
Mstep: Class 7 contains 157608 members 
Mstep: Class 8 contains 11883 members 
Mstep: Class 9 contains 115683 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 175571 members 
Mstep: Class 12 contains 7381 members 
Mstep: Class 13 contains 22057 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 168913 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110639 members 
Mstep: Class 18 contains 29027 members 
Mstep: Class 19 contains 244220 members 
Mstep: Class 20 contains 26735 members 
Mstep: Class 21 contains 62471 members 
Mstep: Class 22 contains 21218 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 10653 members 
Mstep: Class 26 contains 11713 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9613 members 
Mstep: Class 29 contains 72885 members 
Mstep: Class 30 contains 36569 members 
Mstep: Class 31 contains 17437 members 
Mstep: Class 32 contains 20824 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3327 members 
Mstep: Class 35 contains 9993 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6039 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581888.000000 Penalty: 139228.281250
Iteration 137Q: 40 clusters Score -2.055819e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159709 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 47311 members 
Mstep: Class 4 contains 78954 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 93061 members 
Mstep: Class 7 contains 157623 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 115688 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 175579 members 
Mstep: Class 12 contains 7378 members 
Mstep: Class 13 contains 22042 members 
Mstep: Class 14 contains 7601 members 
Mstep: Class 15 contains 168903 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110624 members 
Mstep: Class 18 contains 29024 members 
Mstep: Class 19 contains 244160 members 
Mstep: Class 20 contains 26740 members 
Mstep: Class 21 contains 62467 members 
Mstep: Class 22 contains 21149 members 
Mstep: Class 23 contains 8996 members 
Mstep: Class 24 contains 10005 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 11712 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9616 members 
Mstep: Class 29 contains 72854 members 
Mstep: Class 30 contains 36655 members 
Mstep: Class 31 contains 17433 members 
Mstep: Class 32 contains 20838 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3329 members 
Mstep: Class 35 contains 10021 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6067 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581920.000000 Penalty: 139228.281250
Iteration 138Q: 40 clusters Score -2.055819e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 47308 members 
Mstep: Class 4 contains 78975 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 93052 members 
Mstep: Class 7 contains 157639 members 
Mstep: Class 8 contains 11866 members 
Mstep: Class 9 contains 115704 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 175594 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 22025 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 168890 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110614 members 
Mstep: Class 18 contains 29017 members 
Mstep: Class 19 contains 244082 members 
Mstep: Class 20 contains 26730 members 
Mstep: Class 21 contains 62467 members 
Mstep: Class 22 contains 21082 members 
Mstep: Class 23 contains 9009 members 
Mstep: Class 24 contains 10006 members 
Mstep: Class 25 contains 10657 members 
Mstep: Class 26 contains 11710 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9620 members 
Mstep: Class 29 contains 72834 members 
Mstep: Class 30 contains 36750 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 20846 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3330 members 
Mstep: Class 35 contains 10043 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6089 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581936.000000 Penalty: 139228.281250
Iteration 139Q: 40 clusters Score -2.055819e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159673 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 47309 members 
Mstep: Class 4 contains 78989 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 93042 members 
Mstep: Class 7 contains 157665 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 9 contains 115719 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 175604 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 22006 members 
Mstep: Class 14 contains 7607 members 
Mstep: Class 15 contains 168886 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110605 members 
Mstep: Class 18 contains 29015 members 
Mstep: Class 19 contains 244004 members 
Mstep: Class 20 contains 26725 members 
Mstep: Class 21 contains 62463 members 
Mstep: Class 22 contains 21007 members 
Mstep: Class 23 contains 9025 members 
Mstep: Class 24 contains 10009 members 
Mstep: Class 25 contains 10659 members 
Mstep: Class 26 contains 11711 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9633 members 
Mstep: Class 29 contains 72826 members 
Mstep: Class 30 contains 36829 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 20856 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 3330 members 
Mstep: Class 35 contains 10055 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6105 members 
Mstep: Class 38 contains 620 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581936.000000 Penalty: 139228.281250
Iteration 140F: 40 clusters Score -2.055819e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 47307 members 
Mstep: Class 4 contains 79009 members 
Mstep: Class 5 contains 7799 members 
Mstep: Class 6 contains 93043 members 
Mstep: Class 7 contains 157697 members 
Mstep: Class 8 contains 11857 members 
Mstep: Class 9 contains 115725 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 175625 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 21983 members 
Mstep: Class 14 contains 7609 members 
Mstep: Class 15 contains 168880 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110595 members 
Mstep: Class 18 contains 29015 members 
Mstep: Class 19 contains 243942 members 
Mstep: Class 20 contains 26724 members 
Mstep: Class 21 contains 62459 members 
Mstep: Class 22 contains 20913 members 
Mstep: Class 23 contains 9038 members 
Mstep: Class 24 contains 10011 members 
Mstep: Class 25 contains 10671 members 
Mstep: Class 26 contains 11711 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9645 members 
Mstep: Class 29 contains 72815 members 
Mstep: Class 30 contains 36898 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 20865 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 3330 members 
Mstep: Class 35 contains 10061 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6129 members 
Mstep: Class 38 contains 622 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582080.000000 Penalty: 139228.281250
Iteration 141Q: 40 clusters Score -2.055821e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 47307 members 
Mstep: Class 4 contains 79022 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 93030 members 
Mstep: Class 7 contains 157728 members 
Mstep: Class 8 contains 11846 members 
Mstep: Class 9 contains 115742 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 175643 members 
Mstep: Class 12 contains 7364 members 
Mstep: Class 13 contains 21980 members 
Mstep: Class 14 contains 7616 members 
Mstep: Class 15 contains 168877 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110580 members 
Mstep: Class 18 contains 29012 members 
Mstep: Class 19 contains 243888 members 
Mstep: Class 20 contains 26716 members 
Mstep: Class 21 contains 62464 members 
Mstep: Class 22 contains 20811 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 10007 members 
Mstep: Class 25 contains 10675 members 
Mstep: Class 26 contains 11707 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9662 members 
Mstep: Class 29 contains 72799 members 
Mstep: Class 30 contains 36968 members 
Mstep: Class 31 contains 17428 members 
Mstep: Class 32 contains 20876 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 3331 members 
Mstep: Class 35 contains 10078 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6147 members 
Mstep: Class 38 contains 627 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582032.000000 Penalty: 139228.281250
Iteration 142Q: 40 clusters Score -2.05582e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 47308 members 
Mstep: Class 4 contains 79026 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 93027 members 
Mstep: Class 7 contains 157754 members 
Mstep: Class 8 contains 11841 members 
Mstep: Class 9 contains 115748 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 175668 members 
Mstep: Class 12 contains 7362 members 
Mstep: Class 13 contains 21972 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 168874 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110575 members 
Mstep: Class 18 contains 29007 members 
Mstep: Class 19 contains 243833 members 
Mstep: Class 20 contains 26716 members 
Mstep: Class 21 contains 62467 members 
Mstep: Class 22 contains 20710 members 
Mstep: Class 23 contains 9058 members 
Mstep: Class 24 contains 10006 members 
Mstep: Class 25 contains 10682 members 
Mstep: Class 26 contains 11710 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9684 members 
Mstep: Class 29 contains 72785 members 
Mstep: Class 30 contains 37030 members 
Mstep: Class 31 contains 17428 members 
Mstep: Class 32 contains 20896 members 
Mstep: Class 33 contains 948 members 
Mstep: Class 34 contains 3331 members 
Mstep: Class 35 contains 10098 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6158 members 
Mstep: Class 38 contains 634 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582368.000000 Penalty: 139228.281250
Iteration 143Q: 40 clusters Score -2.055824e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 11756 members 
Mstep: Class 3 contains 47310 members 
Mstep: Class 4 contains 79038 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 93031 members 
Mstep: Class 7 contains 157778 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 115759 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 175680 members 
Mstep: Class 12 contains 7357 members 
Mstep: Class 13 contains 21954 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 168894 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110580 members 
Mstep: Class 18 contains 29005 members 
Mstep: Class 19 contains 243727 members 
Mstep: Class 20 contains 26722 members 
Mstep: Class 21 contains 62469 members 
Mstep: Class 22 contains 20611 members 
Mstep: Class 23 contains 9074 members 
Mstep: Class 24 contains 10009 members 
Mstep: Class 25 contains 10685 members 
Mstep: Class 26 contains 11711 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9702 members 
Mstep: Class 29 contains 72771 members 
Mstep: Class 30 contains 37093 members 
Mstep: Class 31 contains 17423 members 
Mstep: Class 32 contains 20911 members 
Mstep: Class 33 contains 943 members 
Mstep: Class 34 contains 3331 members 
Mstep: Class 35 contains 10121 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6168 members 
Mstep: Class 38 contains 641 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582192.000000 Penalty: 139228.281250
Iteration 144Q: 40 clusters Score -2.055822e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 47319 members 
Mstep: Class 4 contains 79051 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 93024 members 
Mstep: Class 7 contains 157800 members 
Mstep: Class 8 contains 11820 members 
Mstep: Class 9 contains 115760 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 175706 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 21924 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 168899 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110575 members 
Mstep: Class 18 contains 29001 members 
Mstep: Class 19 contains 243655 members 
Mstep: Class 20 contains 26719 members 
Mstep: Class 21 contains 62470 members 
Mstep: Class 22 contains 20511 members 
Mstep: Class 23 contains 9091 members 
Mstep: Class 24 contains 10009 members 
Mstep: Class 25 contains 10697 members 
Mstep: Class 26 contains 11713 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9721 members 
Mstep: Class 29 contains 72764 members 
Mstep: Class 30 contains 37172 members 
Mstep: Class 31 contains 17425 members 
Mstep: Class 32 contains 20912 members 
Mstep: Class 33 contains 935 members 
Mstep: Class 34 contains 3332 members 
Mstep: Class 35 contains 10147 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6179 members 
Mstep: Class 38 contains 651 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581840.000000 Penalty: 139228.281250
Iteration 145Q: 40 clusters Score -2.055818e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 47320 members 
Mstep: Class 4 contains 79066 members 
Mstep: Class 5 contains 7824 members 
Mstep: Class 6 contains 93018 members 
Mstep: Class 7 contains 157823 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 115762 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 175724 members 
Mstep: Class 12 contains 7349 members 
Mstep: Class 13 contains 21891 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 168910 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110578 members 
Mstep: Class 18 contains 28998 members 
Mstep: Class 19 contains 243577 members 
Mstep: Class 20 contains 26720 members 
Mstep: Class 21 contains 62477 members 
Mstep: Class 22 contains 20417 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 10011 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 11714 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 72751 members 
Mstep: Class 30 contains 37262 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 20926 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 3332 members 
Mstep: Class 35 contains 10162 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6183 members 
Mstep: Class 38 contains 663 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581664.000000 Penalty: 139228.281250
Iteration 146Q: 40 clusters Score -2.055817e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 47325 members 
Mstep: Class 4 contains 79077 members 
Mstep: Class 5 contains 7827 members 
Mstep: Class 6 contains 93022 members 
Mstep: Class 7 contains 157856 members 
Mstep: Class 8 contains 11811 members 
Mstep: Class 9 contains 115762 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 175731 members 
Mstep: Class 12 contains 7347 members 
Mstep: Class 13 contains 21865 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 168911 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110577 members 
Mstep: Class 18 contains 29002 members 
Mstep: Class 19 contains 243502 members 
Mstep: Class 20 contains 26721 members 
Mstep: Class 21 contains 62477 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 9118 members 
Mstep: Class 24 contains 10014 members 
Mstep: Class 25 contains 10715 members 
Mstep: Class 26 contains 11716 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9775 members 
Mstep: Class 29 contains 72752 members 
Mstep: Class 30 contains 37329 members 
Mstep: Class 31 contains 17425 members 
Mstep: Class 32 contains 20930 members 
Mstep: Class 33 contains 916 members 
Mstep: Class 34 contains 3334 members 
Mstep: Class 35 contains 10181 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6189 members 
Mstep: Class 38 contains 673 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581936.000000 Penalty: 139228.281250
Iteration 147Q: 40 clusters Score -2.055819e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159423 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 47328 members 
Mstep: Class 4 contains 79092 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 93041 members 
Mstep: Class 7 contains 157910 members 
Mstep: Class 8 contains 11807 members 
Mstep: Class 9 contains 115770 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 175743 members 
Mstep: Class 12 contains 7344 members 
Mstep: Class 13 contains 21854 members 
Mstep: Class 14 contains 7647 members 
Mstep: Class 15 contains 168914 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110572 members 
Mstep: Class 18 contains 28997 members 
Mstep: Class 19 contains 243427 members 
Mstep: Class 20 contains 26727 members 
Mstep: Class 21 contains 62481 members 
Mstep: Class 22 contains 20238 members 
Mstep: Class 23 contains 9131 members 
Mstep: Class 24 contains 10013 members 
Mstep: Class 25 contains 10721 members 
Mstep: Class 26 contains 11720 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9801 members 
Mstep: Class 29 contains 72744 members 
Mstep: Class 30 contains 37392 members 
Mstep: Class 31 contains 17426 members 
Mstep: Class 32 contains 20933 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 3334 members 
Mstep: Class 35 contains 10198 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6190 members 
Mstep: Class 38 contains 683 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582352.000000 Penalty: 139228.281250
Iteration 148Q: 40 clusters Score -2.055824e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159352 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 47337 members 
Mstep: Class 4 contains 79111 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 93045 members 
Mstep: Class 7 contains 157956 members 
Mstep: Class 8 contains 11806 members 
Mstep: Class 9 contains 115781 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 175743 members 
Mstep: Class 12 contains 7335 members 
Mstep: Class 13 contains 21831 members 
Mstep: Class 14 contains 7648 members 
Mstep: Class 15 contains 168914 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110576 members 
Mstep: Class 18 contains 28998 members 
Mstep: Class 19 contains 243354 members 
Mstep: Class 20 contains 26731 members 
Mstep: Class 21 contains 62480 members 
Mstep: Class 22 contains 20156 members 
Mstep: Class 23 contains 9146 members 
Mstep: Class 24 contains 10012 members 
Mstep: Class 25 contains 10719 members 
Mstep: Class 26 contains 11717 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9823 members 
Mstep: Class 29 contains 72731 members 
Mstep: Class 30 contains 37469 members 
Mstep: Class 31 contains 17423 members 
Mstep: Class 32 contains 20951 members 
Mstep: Class 33 contains 906 members 
Mstep: Class 34 contains 3337 members 
Mstep: Class 35 contains 10219 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6194 members 
Mstep: Class 38 contains 692 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582416.000000 Penalty: 139228.281250
Iteration 149Q: 40 clusters Score -2.055824e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159288 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 47340 members 
Mstep: Class 4 contains 79122 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 93049 members 
Mstep: Class 7 contains 157991 members 
Mstep: Class 8 contains 11797 members 
Mstep: Class 9 contains 115768 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 175749 members 
Mstep: Class 12 contains 7330 members 
Mstep: Class 13 contains 21821 members 
Mstep: Class 14 contains 7650 members 
Mstep: Class 15 contains 168908 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110562 members 
Mstep: Class 18 contains 28993 members 
Mstep: Class 19 contains 243291 members 
Mstep: Class 20 contains 26730 members 
Mstep: Class 21 contains 62490 members 
Mstep: Class 22 contains 20080 members 
Mstep: Class 23 contains 9168 members 
Mstep: Class 24 contains 10010 members 
Mstep: Class 25 contains 10732 members 
Mstep: Class 26 contains 11722 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9855 members 
Mstep: Class 29 contains 72738 members 
Mstep: Class 30 contains 37540 members 
Mstep: Class 31 contains 17419 members 
Mstep: Class 32 contains 20963 members 
Mstep: Class 33 contains 898 members 
Mstep: Class 34 contains 3343 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6201 members 
Mstep: Class 38 contains 701 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582592.000000 Penalty: 139228.281250
Iteration 150Q: 40 clusters Score -2.055826e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 47345 members 
Mstep: Class 4 contains 79126 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 93044 members 
Mstep: Class 7 contains 158010 members 
Mstep: Class 8 contains 11796 members 
Mstep: Class 9 contains 115768 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 175761 members 
Mstep: Class 12 contains 7328 members 
Mstep: Class 13 contains 21816 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 168887 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110559 members 
Mstep: Class 18 contains 28991 members 
Mstep: Class 19 contains 243223 members 
Mstep: Class 20 contains 26738 members 
Mstep: Class 21 contains 62499 members 
Mstep: Class 22 contains 20002 members 
Mstep: Class 23 contains 9180 members 
Mstep: Class 24 contains 10008 members 
Mstep: Class 25 contains 10743 members 
Mstep: Class 26 contains 11726 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9881 members 
Mstep: Class 29 contains 72750 members 
Mstep: Class 30 contains 37601 members 
Mstep: Class 31 contains 17419 members 
Mstep: Class 32 contains 20976 members 
Mstep: Class 33 contains 891 members 
Mstep: Class 34 contains 3345 members 
Mstep: Class 35 contains 10262 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6208 members 
Mstep: Class 38 contains 712 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582816.000000 Penalty: 139228.281250
Iteration 151Q: 40 clusters Score -2.055828e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 47346 members 
Mstep: Class 4 contains 79130 members 
Mstep: Class 5 contains 7858 members 
Mstep: Class 6 contains 93042 members 
Mstep: Class 7 contains 158047 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 115765 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 175754 members 
Mstep: Class 12 contains 7326 members 
Mstep: Class 13 contains 21816 members 
Mstep: Class 14 contains 7643 members 
Mstep: Class 15 contains 168885 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110553 members 
Mstep: Class 18 contains 28986 members 
Mstep: Class 19 contains 243169 members 
Mstep: Class 20 contains 26739 members 
Mstep: Class 21 contains 62503 members 
Mstep: Class 22 contains 19934 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 10013 members 
Mstep: Class 25 contains 10753 members 
Mstep: Class 26 contains 11721 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9896 members 
Mstep: Class 29 contains 72763 members 
Mstep: Class 30 contains 37667 members 
Mstep: Class 31 contains 17413 members 
Mstep: Class 32 contains 20989 members 
Mstep: Class 33 contains 885 members 
Mstep: Class 34 contains 3347 members 
Mstep: Class 35 contains 10286 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6212 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582896.000000 Penalty: 139228.281250
Iteration 152Q: 40 clusters Score -2.055829e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 47347 members 
Mstep: Class 4 contains 79139 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 93035 members 
Mstep: Class 7 contains 158080 members 
Mstep: Class 8 contains 11786 members 
Mstep: Class 9 contains 115761 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 175750 members 
Mstep: Class 12 contains 7323 members 
Mstep: Class 13 contains 21794 members 
Mstep: Class 14 contains 7647 members 
Mstep: Class 15 contains 168879 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110558 members 
Mstep: Class 18 contains 28984 members 
Mstep: Class 19 contains 243113 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 62496 members 
Mstep: Class 22 contains 19870 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 10015 members 
Mstep: Class 25 contains 10769 members 
Mstep: Class 26 contains 11720 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9910 members 
Mstep: Class 29 contains 72773 members 
Mstep: Class 30 contains 37739 members 
Mstep: Class 31 contains 17410 members 
Mstep: Class 32 contains 20999 members 
Mstep: Class 33 contains 884 members 
Mstep: Class 34 contains 3349 members 
Mstep: Class 35 contains 10299 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6218 members 
Mstep: Class 38 contains 720 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582944.000000 Penalty: 139228.281250
Iteration 153Q: 40 clusters Score -2.055829e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159140 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 47343 members 
Mstep: Class 4 contains 79154 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 6 contains 93024 members 
Mstep: Class 7 contains 158098 members 
Mstep: Class 8 contains 11779 members 
Mstep: Class 9 contains 115765 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 175748 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 21784 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 168873 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110550 members 
Mstep: Class 18 contains 28982 members 
Mstep: Class 19 contains 243058 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 62496 members 
Mstep: Class 22 contains 19821 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 10017 members 
Mstep: Class 25 contains 10777 members 
Mstep: Class 26 contains 11727 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9917 members 
Mstep: Class 29 contains 72766 members 
Mstep: Class 30 contains 37815 members 
Mstep: Class 31 contains 17408 members 
Mstep: Class 32 contains 21006 members 
Mstep: Class 33 contains 882 members 
Mstep: Class 34 contains 3355 members 
Mstep: Class 35 contains 10305 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6226 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583056.000000 Penalty: 139228.281250
Iteration 154Q: 40 clusters Score -2.055831e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 11785 members 
Mstep: Class 3 contains 47343 members 
Mstep: Class 4 contains 79164 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 93020 members 
Mstep: Class 7 contains 158139 members 
Mstep: Class 8 contains 11775 members 
Mstep: Class 9 contains 115766 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 175746 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 168872 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110554 members 
Mstep: Class 18 contains 28976 members 
Mstep: Class 19 contains 243012 members 
Mstep: Class 20 contains 26733 members 
Mstep: Class 21 contains 62488 members 
Mstep: Class 22 contains 19786 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 10017 members 
Mstep: Class 25 contains 10772 members 
Mstep: Class 26 contains 11735 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9919 members 
Mstep: Class 29 contains 72771 members 
Mstep: Class 30 contains 37881 members 
Mstep: Class 31 contains 17413 members 
Mstep: Class 32 contains 21009 members 
Mstep: Class 33 contains 882 members 
Mstep: Class 34 contains 3363 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6234 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583184.000000 Penalty: 139228.281250
Iteration 155Q: 40 clusters Score -2.055832e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159049 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 47343 members 
Mstep: Class 4 contains 79175 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 6 contains 93006 members 
Mstep: Class 7 contains 158166 members 
Mstep: Class 8 contains 11772 members 
Mstep: Class 9 contains 115769 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 175751 members 
Mstep: Class 12 contains 7313 members 
Mstep: Class 13 contains 21745 members 
Mstep: Class 14 contains 7650 members 
Mstep: Class 15 contains 168855 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110548 members 
Mstep: Class 18 contains 28969 members 
Mstep: Class 19 contains 242947 members 
Mstep: Class 20 contains 26719 members 
Mstep: Class 21 contains 62486 members 
Mstep: Class 22 contains 19748 members 
Mstep: Class 23 contains 9209 members 
Mstep: Class 24 contains 10017 members 
Mstep: Class 25 contains 10782 members 
Mstep: Class 26 contains 11739 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9928 members 
Mstep: Class 29 contains 72788 members 
Mstep: Class 30 contains 37953 members 
Mstep: Class 31 contains 17421 members 
Mstep: Class 32 contains 21024 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3374 members 
Mstep: Class 35 contains 10314 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6242 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583232.000000 Penalty: 139228.281250
Iteration 156Q: 40 clusters Score -2.055832e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 47343 members 
Mstep: Class 4 contains 79181 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 93000 members 
Mstep: Class 7 contains 158173 members 
Mstep: Class 8 contains 11765 members 
Mstep: Class 9 contains 115781 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 175750 members 
Mstep: Class 12 contains 7312 members 
Mstep: Class 13 contains 21717 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 168833 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110548 members 
Mstep: Class 18 contains 28964 members 
Mstep: Class 19 contains 242867 members 
Mstep: Class 20 contains 26711 members 
Mstep: Class 21 contains 62490 members 
Mstep: Class 22 contains 19714 members 
Mstep: Class 23 contains 9214 members 
Mstep: Class 24 contains 10021 members 
Mstep: Class 25 contains 10784 members 
Mstep: Class 26 contains 11749 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9939 members 
Mstep: Class 29 contains 72800 members 
Mstep: Class 30 contains 38035 members 
Mstep: Class 31 contains 17417 members 
Mstep: Class 32 contains 21035 members 
Mstep: Class 33 contains 882 members 
Mstep: Class 34 contains 3384 members 
Mstep: Class 35 contains 10323 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6249 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583024.000000 Penalty: 139228.281250
Iteration 157Q: 40 clusters Score -2.05583e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159029 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 47344 members 
Mstep: Class 4 contains 79192 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 92985 members 
Mstep: Class 7 contains 158190 members 
Mstep: Class 8 contains 11756 members 
Mstep: Class 9 contains 115786 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175741 members 
Mstep: Class 12 contains 7307 members 
Mstep: Class 13 contains 21698 members 
Mstep: Class 14 contains 7656 members 
Mstep: Class 15 contains 168822 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110540 members 
Mstep: Class 18 contains 28956 members 
Mstep: Class 19 contains 242786 members 
Mstep: Class 20 contains 26708 members 
Mstep: Class 21 contains 62491 members 
Mstep: Class 22 contains 19693 members 
Mstep: Class 23 contains 9224 members 
Mstep: Class 24 contains 10026 members 
Mstep: Class 25 contains 10784 members 
Mstep: Class 26 contains 11751 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9950 members 
Mstep: Class 29 contains 72803 members 
Mstep: Class 30 contains 38116 members 
Mstep: Class 31 contains 17413 members 
Mstep: Class 32 contains 21043 members 
Mstep: Class 33 contains 884 members 
Mstep: Class 34 contains 3391 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6258 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582976.000000 Penalty: 139228.281250
Iteration 158Q: 40 clusters Score -2.05583e+08 nChanged 570
Entering ConstructFrom: 
Score: -205582976.000000 Penalty: 139228.281250
Entering ConstructFrom: 
Trying to split cluster 1 (159019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159019 members 
Entering Unmasked Estep 
Score: -19079368.000000 Penalty: 2970.241211
	Iteration 0F: 2 clusters Score -1.907937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -18973696.000000 Penalty: 5940.482422
	Iteration 0F: 3 clusters Score -1.89737e+07 nChanged 76115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -19017640.000000 Penalty: 5940.482422
	Iteration 1F: 3 clusters Score -1.901764e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -19018796.000000 Penalty: 5940.482422
	Iteration 2Q: 3 clusters Score -1.90188e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -19020788.000000 Penalty: 5940.482422
	Iteration 3Q: 3 clusters Score -1.902079e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -19023956.000000 Penalty: 5940.482422
	Iteration 4Q: 3 clusters Score -1.902396e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -19029984.000000 Penalty: 5940.482422
	Iteration 5F: 3 clusters Score -1.902998e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -19039018.000000 Penalty: 5940.482422
	Iteration 6F: 3 clusters Score -1.903902e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131468 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -19051102.000000 Penalty: 5940.482422
	Iteration 7F: 3 clusters Score -1.90511e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -19062920.000000 Penalty: 5940.482422
	Iteration 8F: 3 clusters Score -1.906292e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -19071098.000000 Penalty: 5940.482422
	Iteration 9F: 3 clusters Score -1.90711e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -19074656.000000 Penalty: 5940.482422
	Iteration 10Q: 3 clusters Score -1.907466e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19075944.000000 Penalty: 5940.482422
	Iteration 11Q: 3 clusters Score -1.907594e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158464 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19076476.000000 Penalty: 5940.482422
	Iteration 12Q: 3 clusters Score -1.907648e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -19076626.000000 Penalty: 5940.482422
	Iteration 13Q: 3 clusters Score -1.907663e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19076674.000000 Penalty: 5940.482422
	Iteration 14Q: 3 clusters Score -1.907667e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19076704.000000 Penalty: 5940.482422
	Iteration 15Q: 3 clusters Score -1.90767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19076754.000000 Penalty: 5940.482422
	Iteration 16Q: 3 clusters Score -1.907675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19076766.000000 Penalty: 5940.482422
	Iteration 17Q: 3 clusters Score -1.907677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19076810.000000 Penalty: 5940.482422
	Iteration 18Q: 3 clusters Score -1.907681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158715 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19076828.000000 Penalty: 5940.482422
	Iteration 19Q: 3 clusters Score -1.907683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19076824.000000 Penalty: 5940.482422
	Iteration 20F: 3 clusters Score -1.907682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158714 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19076828.000000 Penalty: 5940.482422
	Iteration 21Q: 3 clusters Score -1.907683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158715 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19076838.000000 Penalty: 5940.482422
	Iteration 22Q: 3 clusters Score -1.907684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19076840.000000 Penalty: 5940.482422
	Iteration 23Q: 3 clusters Score -1.907684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158720 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19076852.000000 Penalty: 5940.482422
	Iteration 24Q: 3 clusters Score -1.907685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19076838.000000 Penalty: 5940.482422
	Iteration 25Q: 3 clusters Score -1.907684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19076842.000000 Penalty: 5940.482422
	Iteration 26Q: 3 clusters Score -1.907684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19076846.000000 Penalty: 5940.482422
	Iteration 27Q: 3 clusters Score -1.907685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19076852.000000 Penalty: 5940.482422
	Iteration 28Q: 3 clusters Score -1.907685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19076842.000000 Penalty: 5940.482422
	Iteration 29Q: 3 clusters Score -1.907684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19076842.000000 Penalty: 5940.482422
	Iteration 30F: 3 clusters Score -1.907684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Entering Unmasked Estep 
Score: -1286257.375000 Penalty: 2325.043701
	Iteration 0F: 2 clusters Score -1286257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1277513.250000 Penalty: 4650.087402
	Iteration 0F: 3 clusters Score -1277513 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1280417.000000 Penalty: 4650.087402
	Iteration 1F: 3 clusters Score -1280417 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1281412.000000 Penalty: 4650.087402
	Iteration 2F: 3 clusters Score -1281412 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1282602.625000 Penalty: 4650.087402
	Iteration 3F: 3 clusters Score -1282603 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1283769.375000 Penalty: 4650.087402
	Iteration 4F: 3 clusters Score -1283769 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1284596.875000 Penalty: 4650.087402
	Iteration 5F: 3 clusters Score -1284597 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1285106.375000 Penalty: 4650.087402
	Iteration 6F: 3 clusters Score -1285106 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1285360.000000 Penalty: 4650.087402
	Iteration 7Q: 3 clusters Score -1285360 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1285492.875000 Penalty: 4650.087402
	Iteration 8Q: 3 clusters Score -1285493 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1285571.375000 Penalty: 4650.087402
	Iteration 9Q: 3 clusters Score -1285571 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1285622.500000 Penalty: 4650.087402
	Iteration 10Q: 3 clusters Score -1285622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1285654.625000 Penalty: 4650.087402
	Iteration 11Q: 3 clusters Score -1285655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1285678.750000 Penalty: 4650.087402
	Iteration 12Q: 3 clusters Score -1285679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1285698.750000 Penalty: 4650.087402
	Iteration 13Q: 3 clusters Score -1285699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1285718.250000 Penalty: 4650.087402
	Iteration 14Q: 3 clusters Score -1285718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1285733.250000 Penalty: 4650.087402
	Iteration 15Q: 3 clusters Score -1285733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1285743.500000 Penalty: 4650.087402
	Iteration 16Q: 3 clusters Score -1285744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1285754.375000 Penalty: 4650.087402
	Iteration 17Q: 3 clusters Score -1285754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1285759.375000 Penalty: 4650.087402
	Iteration 18Q: 3 clusters Score -1285759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1285770.500000 Penalty: 4650.087402
	Iteration 19Q: 3 clusters Score -1285770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1285774.875000 Penalty: 4650.087402
	Iteration 20F: 3 clusters Score -1285775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1285778.875000 Penalty: 4650.087402
	Iteration 21Q: 3 clusters Score -1285779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1285782.875000 Penalty: 4650.087402
	Iteration 22Q: 3 clusters Score -1285783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1285785.250000 Penalty: 4650.087402
	Iteration 23Q: 3 clusters Score -1285785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1285784.500000 Penalty: 4650.087402
	Iteration 24Q: 3 clusters Score -1285784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1285785.625000 Penalty: 4650.087402
	Iteration 25Q: 3 clusters Score -1285786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1285789.625000 Penalty: 4650.087402
	Iteration 26Q: 3 clusters Score -1285790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1285789.875000 Penalty: 4650.087402
	Iteration 27Q: 3 clusters Score -1285790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1285791.500000 Penalty: 4650.087402
	Iteration 28Q: 3 clusters Score -1285792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1285791.125000 Penalty: 4650.087402
	Iteration 29Q: 3 clusters Score -1285791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1285795.000000 Penalty: 4650.087402
	Iteration 30Q: 3 clusters Score -1285795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1285795.875000 Penalty: 4650.087402
	Iteration 31Q: 3 clusters Score -1285796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1285796.625000 Penalty: 4650.087402
	Iteration 32Q: 3 clusters Score -1285797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1285796.625000 Penalty: 4650.087402
	Iteration 33F: 3 clusters Score -1285797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Entering Unmasked Estep 
Score: -5553147.500000 Penalty: 2669.752686
	Iteration 0F: 2 clusters Score -5553148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -5521273.000000 Penalty: 5339.505371
	Iteration 0F: 3 clusters Score -5521273 nChanged 21814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5533170.000000 Penalty: 5339.505371
	Iteration 1F: 3 clusters Score -5533170 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5533721.500000 Penalty: 5339.505371
	Iteration 2Q: 3 clusters Score -5533722 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -5534272.000000 Penalty: 5339.505371
	Iteration 3Q: 3 clusters Score -5534272 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5534946.000000 Penalty: 5339.505371
	Iteration 4Q: 3 clusters Score -5534946 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5535831.000000 Penalty: 5339.505371
	Iteration 5Q: 3 clusters Score -5535831 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5536932.500000 Penalty: 5339.505371
	Iteration 6Q: 3 clusters Score -5536932 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5538435.000000 Penalty: 5339.505371
	Iteration 7F: 3 clusters Score -5538435 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5540334.000000 Penalty: 5339.505371
	Iteration 8F: 3 clusters Score -5540334 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5542518.500000 Penalty: 5339.505371
	Iteration 9F: 3 clusters Score -5542518 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -5544836.500000 Penalty: 5339.505371
	Iteration 10F: 3 clusters Score -5544836 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -5546806.500000 Penalty: 5339.505371
	Iteration 11F: 3 clusters Score -5546806 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5548266.000000 Penalty: 5339.505371
	Iteration 12Q: 3 clusters Score -5548266 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5549249.000000 Penalty: 5339.505371
	Iteration 13Q: 3 clusters Score -5549249 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5549926.500000 Penalty: 5339.505371
	Iteration 14Q: 3 clusters Score -5549926 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5550364.000000 Penalty: 5339.505371
	Iteration 15Q: 3 clusters Score -5550364 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5550597.500000 Penalty: 5339.505371
	Iteration 16Q: 3 clusters Score -5550598 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5550754.000000 Penalty: 5339.505371
	Iteration 17Q: 3 clusters Score -5550754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5550834.000000 Penalty: 5339.505371
	Iteration 18Q: 3 clusters Score -5550834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5550877.000000 Penalty: 5339.505371
	Iteration 19Q: 3 clusters Score -5550877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5550906.500000 Penalty: 5339.505371
	Iteration 20F: 3 clusters Score -5550906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5550909.000000 Penalty: 5339.505371
	Iteration 21Q: 3 clusters Score -5550909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5550923.000000 Penalty: 5339.505371
	Iteration 22Q: 3 clusters Score -5550923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5550936.500000 Penalty: 5339.505371
	Iteration 23Q: 3 clusters Score -5550936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5550947.500000 Penalty: 5339.505371
	Iteration 24Q: 3 clusters Score -5550948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5550960.500000 Penalty: 5339.505371
	Iteration 25Q: 3 clusters Score -5550960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5550956.000000 Penalty: 5339.505371
	Iteration 26Q: 3 clusters Score -5550956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5550960.000000 Penalty: 5339.505371
	Iteration 27Q: 3 clusters Score -5550960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5550957.000000 Penalty: 5339.505371
	Iteration 28Q: 3 clusters Score -5550957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5550960.000000 Penalty: 5339.505371
	Iteration 29Q: 3 clusters Score -5550960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5550960.000000 Penalty: 5339.505371
	Iteration 30F: 3 clusters Score -5550960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Entering Unmasked Estep 
Score: -9397098.000000 Penalty: 2797.389160
	Iteration 0F: 2 clusters Score -9397098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -9344059.000000 Penalty: 5594.778320
	Iteration 0F: 3 clusters Score -9344059 nChanged 37072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -9365584.000000 Penalty: 5594.778320
	Iteration 1F: 3 clusters Score -9365584 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -9366791.000000 Penalty: 5594.778320
	Iteration 2Q: 3 clusters Score -9366791 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -9368015.000000 Penalty: 5594.778320
	Iteration 3Q: 3 clusters Score -9368015 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -9369499.000000 Penalty: 5594.778320
	Iteration 4Q: 3 clusters Score -9369499 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -9371304.000000 Penalty: 5594.778320
	Iteration 5Q: 3 clusters Score -9371304 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -9373410.000000 Penalty: 5594.778320
	Iteration 6F: 3 clusters Score -9373410 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -9375761.000000 Penalty: 5594.778320
	Iteration 7F: 3 clusters Score -9375761 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -9378371.000000 Penalty: 5594.778320
	Iteration 8F: 3 clusters Score -9378371 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -9381077.000000 Penalty: 5594.778320
	Iteration 9F: 3 clusters Score -9381077 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -9383611.000000 Penalty: 5594.778320
	Iteration 10Q: 3 clusters Score -9383611 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -9385685.000000 Penalty: 5594.778320
	Iteration 11Q: 3 clusters Score -9385685 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -9387263.000000 Penalty: 5594.778320
	Iteration 12Q: 3 clusters Score -9387263 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -9388493.000000 Penalty: 5594.778320
	Iteration 13Q: 3 clusters Score -9388493 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -9389492.000000 Penalty: 5594.778320
	Iteration 14Q: 3 clusters Score -9389492 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -9390357.000000 Penalty: 5594.778320
	Iteration 15Q: 3 clusters Score -9390357 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -9391176.000000 Penalty: 5594.778320
	Iteration 16Q: 3 clusters Score -9391176 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -9391916.000000 Penalty: 5594.778320
	Iteration 17Q: 3 clusters Score -9391916 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -9392542.000000 Penalty: 5594.778320
	Iteration 18Q: 3 clusters Score -9392542 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -9393031.000000 Penalty: 5594.778320
	Iteration 19Q: 3 clusters Score -9393031 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -9393459.000000 Penalty: 5594.778320
	Iteration 20F: 3 clusters Score -9393459 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -9393768.000000 Penalty: 5594.778320
	Iteration 21Q: 3 clusters Score -9393768 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -9394015.000000 Penalty: 5594.778320
	Iteration 22Q: 3 clusters Score -9394015 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -9394183.000000 Penalty: 5594.778320
	Iteration 23Q: 3 clusters Score -9394183 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -9394316.000000 Penalty: 5594.778320
	Iteration 24Q: 3 clusters Score -9394316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -9394411.000000 Penalty: 5594.778320
	Iteration 25Q: 3 clusters Score -9394411 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -9394470.000000 Penalty: 5594.778320
	Iteration 26Q: 3 clusters Score -9394470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -9394534.000000 Penalty: 5594.778320
	Iteration 27Q: 3 clusters Score -9394534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -9394604.000000 Penalty: 5594.778320
	Iteration 28Q: 3 clusters Score -9394604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -9394645.000000 Penalty: 5594.778320
	Iteration 29Q: 3 clusters Score -9394645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -9394668.000000 Penalty: 5594.778320
	Iteration 30Q: 3 clusters Score -9394668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -9394680.000000 Penalty: 5594.778320
	Iteration 31Q: 3 clusters Score -9394680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -9394700.000000 Penalty: 5594.778320
	Iteration 32Q: 3 clusters Score -9394700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -9394701.000000 Penalty: 5594.778320
	Iteration 33Q: 3 clusters Score -9394701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9394708.000000 Penalty: 5594.778320
	Iteration 34Q: 3 clusters Score -9394708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -9394725.000000 Penalty: 5594.778320
	Iteration 35Q: 3 clusters Score -9394725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -9394726.000000 Penalty: 5594.778320
	Iteration 36Q: 3 clusters Score -9394726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -9394737.000000 Penalty: 5594.778320
	Iteration 37Q: 3 clusters Score -9394737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -9394738.000000 Penalty: 5594.778320
	Iteration 38Q: 3 clusters Score -9394738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -9394738.000000 Penalty: 5594.778320
	Iteration 39Q: 3 clusters Score -9394738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -9394759.000000 Penalty: 5594.778320
	Iteration 40F: 3 clusters Score -9394759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -9394764.000000 Penalty: 5594.778320
	Iteration 41Q: 3 clusters Score -9394764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -9394764.000000 Penalty: 5594.778320
	Iteration 42Q: 3 clusters Score -9394764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -9394761.000000 Penalty: 5594.778320
	Iteration 43Q: 3 clusters Score -9394761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -9394768.000000 Penalty: 5594.778320
	Iteration 44Q: 3 clusters Score -9394768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -9394762.000000 Penalty: 5594.778320
	Iteration 45Q: 3 clusters Score -9394762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -9394765.000000 Penalty: 5594.778320
	Iteration 46Q: 3 clusters Score -9394765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -9394767.000000 Penalty: 5594.778320
	Iteration 47Q: 3 clusters Score -9394767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9394766.000000 Penalty: 5594.778320
	Iteration 48Q: 3 clusters Score -9394766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -9394765.000000 Penalty: 5594.778320
	Iteration 49Q: 3 clusters Score -9394765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -9394765.000000 Penalty: 5594.778320
	Iteration 50F: 3 clusters Score -9394765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Entering Unmasked Estep 
Score: -861466.312500 Penalty: 2227.020264
	Iteration 0F: 2 clusters Score -861466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -855156.437500 Penalty: 4454.040527
	Iteration 0F: 3 clusters Score -855156.4 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -856930.062500 Penalty: 4454.040527
	Iteration 1F: 3 clusters Score -856930.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -857235.937500 Penalty: 4454.040527
	Iteration 2F: 3 clusters Score -857235.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -857494.625000 Penalty: 4454.040527
	Iteration 3F: 3 clusters Score -857494.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -857701.812500 Penalty: 4454.040527
	Iteration 4Q: 3 clusters Score -857701.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -857891.875000 Penalty: 4454.040527
	Iteration 5Q: 3 clusters Score -857891.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -858062.187500 Penalty: 4454.040527
	Iteration 6Q: 3 clusters Score -858062.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -858207.187500 Penalty: 4454.040527
	Iteration 7Q: 3 clusters Score -858207.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -858382.937500 Penalty: 4454.040527
	Iteration 8Q: 3 clusters Score -858382.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -858560.500000 Penalty: 4454.040527
	Iteration 9Q: 3 clusters Score -858560.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -858727.250000 Penalty: 4454.040527
	Iteration 10Q: 3 clusters Score -858727.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -858881.062500 Penalty: 4454.040527
	Iteration 11Q: 3 clusters Score -858881.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -859030.000000 Penalty: 4454.040527
	Iteration 12Q: 3 clusters Score -859030 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -859160.187500 Penalty: 4454.040527
	Iteration 13Q: 3 clusters Score -859160.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -859265.375000 Penalty: 4454.040527
	Iteration 14Q: 3 clusters Score -859265.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -859359.062500 Penalty: 4454.040527
	Iteration 15Q: 3 clusters Score -859359.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -859441.250000 Penalty: 4454.040527
	Iteration 16Q: 3 clusters Score -859441.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -859524.062500 Penalty: 4454.040527
	Iteration 17Q: 3 clusters Score -859524.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -859586.875000 Penalty: 4454.040527
	Iteration 18Q: 3 clusters Score -859586.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -859636.687500 Penalty: 4454.040527
	Iteration 19Q: 3 clusters Score -859636.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -859702.437500 Penalty: 4454.040527
	Iteration 20F: 3 clusters Score -859702.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -859758.375000 Penalty: 4454.040527
	Iteration 21Q: 3 clusters Score -859758.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -859819.187500 Penalty: 4454.040527
	Iteration 22Q: 3 clusters Score -859819.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -859865.250000 Penalty: 4454.040527
	Iteration 23Q: 3 clusters Score -859865.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -859886.125000 Penalty: 4454.040527
	Iteration 24Q: 3 clusters Score -859886.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -859900.687500 Penalty: 4454.040527
	Iteration 25Q: 3 clusters Score -859900.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -859916.125000 Penalty: 4454.040527
	Iteration 26Q: 3 clusters Score -859916.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -859930.062500 Penalty: 4454.040527
	Iteration 27Q: 3 clusters Score -859930.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -859941.625000 Penalty: 4454.040527
	Iteration 28Q: 3 clusters Score -859941.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -859955.750000 Penalty: 4454.040527
	Iteration 29Q: 3 clusters Score -859955.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -859965.437500 Penalty: 4454.040527
	Iteration 30Q: 3 clusters Score -859965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -859977.687500 Penalty: 4454.040527
	Iteration 31Q: 3 clusters Score -859977.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -859993.125000 Penalty: 4454.040527
	Iteration 32Q: 3 clusters Score -859993.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -860006.125000 Penalty: 4454.040527
	Iteration 33Q: 3 clusters Score -860006.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -860019.500000 Penalty: 4454.040527
	Iteration 34Q: 3 clusters Score -860019.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -860027.312500 Penalty: 4454.040527
	Iteration 35Q: 3 clusters Score -860027.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -860036.687500 Penalty: 4454.040527
	Iteration 36Q: 3 clusters Score -860036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -860042.062500 Penalty: 4454.040527
	Iteration 37Q: 3 clusters Score -860042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -860047.562500 Penalty: 4454.040527
	Iteration 38Q: 3 clusters Score -860047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -860049.687500 Penalty: 4454.040527
	Iteration 39Q: 3 clusters Score -860049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -860053.062500 Penalty: 4454.040527
	Iteration 40F: 3 clusters Score -860053.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -860054.812500 Penalty: 4454.040527
	Iteration 41Q: 3 clusters Score -860054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -860056.562500 Penalty: 4454.040527
	Iteration 42Q: 3 clusters Score -860056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -860059.812500 Penalty: 4454.040527
	Iteration 43Q: 3 clusters Score -860059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -860063.562500 Penalty: 4454.040527
	Iteration 44Q: 3 clusters Score -860063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -860066.375000 Penalty: 4454.040527
	Iteration 45Q: 3 clusters Score -860066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -860068.250000 Penalty: 4454.040527
	Iteration 46Q: 3 clusters Score -860068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -860073.125000 Penalty: 4454.040527
	Iteration 47Q: 3 clusters Score -860073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -860077.250000 Penalty: 4454.040527
	Iteration 48Q: 3 clusters Score -860077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -860077.875000 Penalty: 4454.040527
	Iteration 49Q: 3 clusters Score -860077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -860079.750000 Penalty: 4454.040527
	Iteration 50Q: 3 clusters Score -860079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -860080.500000 Penalty: 4454.040527
	Iteration 51Q: 3 clusters Score -860080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -860081.000000 Penalty: 4454.040527
	Iteration 52Q: 3 clusters Score -860081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -860082.875000 Penalty: 4454.040527
	Iteration 53Q: 3 clusters Score -860082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -860082.875000 Penalty: 4454.040527
	Iteration 54F: 3 clusters Score -860082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Entering Unmasked Estep 
Score: -11066937.000000 Penalty: 2837.146729
	Iteration 0F: 2 clusters Score -1.106694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -11004440.000000 Penalty: 5674.293457
	Iteration 0F: 3 clusters Score -1.100444e+07 nChanged 43943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -11029901.000000 Penalty: 5674.293457
	Iteration 1F: 3 clusters Score -1.10299e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -11031175.000000 Penalty: 5674.293457
	Iteration 2Q: 3 clusters Score -1.103118e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -11032964.000000 Penalty: 5674.293457
	Iteration 3Q: 3 clusters Score -1.103296e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -11035978.000000 Penalty: 5674.293457
	Iteration 4F: 3 clusters Score -1.103598e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -11040382.000000 Penalty: 5674.293457
	Iteration 5F: 3 clusters Score -1.104038e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -11046191.000000 Penalty: 5674.293457
	Iteration 6F: 3 clusters Score -1.104619e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -11052350.000000 Penalty: 5674.293457
	Iteration 7F: 3 clusters Score -1.105235e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -11056912.000000 Penalty: 5674.293457
	Iteration 8F: 3 clusters Score -1.105691e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -11059841.000000 Penalty: 5674.293457
	Iteration 9Q: 3 clusters Score -1.105984e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -11061154.000000 Penalty: 5674.293457
	Iteration 10Q: 3 clusters Score -1.106115e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -11062004.000000 Penalty: 5674.293457
	Iteration 11Q: 3 clusters Score -1.1062e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 87824 members 
Entering Unmasked Estep 
Score: -11062469.000000 Penalty: 5674.293457
	Iteration 12Q: 3 clusters Score -1.106247e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -11062820.000000 Penalty: 5674.293457
	Iteration 13Q: 3 clusters Score -1.106282e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -11063167.000000 Penalty: 5674.293457
	Iteration 14Q: 3 clusters Score -1.106317e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -11063398.000000 Penalty: 5674.293457
	Iteration 15Q: 3 clusters Score -1.10634e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -11063574.000000 Penalty: 5674.293457
	Iteration 16Q: 3 clusters Score -1.106357e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -11063743.000000 Penalty: 5674.293457
	Iteration 17Q: 3 clusters Score -1.106374e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -11063860.000000 Penalty: 5674.293457
	Iteration 18Q: 3 clusters Score -1.106386e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -11063949.000000 Penalty: 5674.293457
	Iteration 19Q: 3 clusters Score -1.106395e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -11064001.000000 Penalty: 5674.293457
	Iteration 20F: 3 clusters Score -1.1064e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -11064080.000000 Penalty: 5674.293457
	Iteration 21Q: 3 clusters Score -1.106408e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -11064170.000000 Penalty: 5674.293457
	Iteration 22Q: 3 clusters Score -1.106417e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -11064231.000000 Penalty: 5674.293457
	Iteration 23Q: 3 clusters Score -1.106423e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -11064283.000000 Penalty: 5674.293457
	Iteration 24Q: 3 clusters Score -1.106428e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -11064315.000000 Penalty: 5674.293457
	Iteration 25Q: 3 clusters Score -1.106432e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -11064346.000000 Penalty: 5674.293457
	Iteration 26Q: 3 clusters Score -1.106435e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -11064399.000000 Penalty: 5674.293457
	Iteration 27Q: 3 clusters Score -1.10644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -11064419.000000 Penalty: 5674.293457
	Iteration 28Q: 3 clusters Score -1.106442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -11064419.000000 Penalty: 5674.293457
	Iteration 29Q: 3 clusters Score -1.106442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -11064429.000000 Penalty: 5674.293457
	Iteration 30Q: 3 clusters Score -1.106443e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -11064456.000000 Penalty: 5674.293457
	Iteration 31Q: 3 clusters Score -1.106446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 92022 members 
Entering Unmasked Estep 
Score: -11064482.000000 Penalty: 5674.293457
	Iteration 32Q: 3 clusters Score -1.106448e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -11064500.000000 Penalty: 5674.293457
	Iteration 33Q: 3 clusters Score -1.10645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -11064511.000000 Penalty: 5674.293457
	Iteration 34Q: 3 clusters Score -1.106451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -11064506.000000 Penalty: 5674.293457
	Iteration 35Q: 3 clusters Score -1.106451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -11064509.000000 Penalty: 5674.293457
	Iteration 36Q: 3 clusters Score -1.106451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -11064510.000000 Penalty: 5674.293457
	Iteration 37Q: 3 clusters Score -1.106451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -11064506.000000 Penalty: 5674.293457
	Iteration 38Q: 3 clusters Score -1.106451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -11064517.000000 Penalty: 5674.293457
	Iteration 39Q: 3 clusters Score -1.106452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -11064523.000000 Penalty: 5674.293457
	Iteration 40F: 3 clusters Score -1.106452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -11064523.000000 Penalty: 5674.293457
	Iteration 41Q: 3 clusters Score -1.106452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -11064552.000000 Penalty: 5674.293457
	Iteration 42Q: 3 clusters Score -1.106455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 92161 members 
Entering Unmasked Estep 
Score: -11064556.000000 Penalty: 5674.293457
	Iteration 43Q: 3 clusters Score -1.106456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -11064547.000000 Penalty: 5674.293457
	Iteration 44Q: 3 clusters Score -1.106455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -11064540.000000 Penalty: 5674.293457
	Iteration 45Q: 3 clusters Score -1.106454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -11064544.000000 Penalty: 5674.293457
	Iteration 46Q: 3 clusters Score -1.106454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -11064537.000000 Penalty: 5674.293457
	Iteration 47Q: 3 clusters Score -1.106454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -11064537.000000 Penalty: 5674.293457
	Iteration 48F: 3 clusters Score -1.106454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158205 members 
Entering Unmasked Estep 
Score: -18866072.000000 Penalty: 2968.968506
	Iteration 0F: 2 clusters Score -1.886607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -18761228.000000 Penalty: 5937.937012
	Iteration 0F: 3 clusters Score -1.876123e+07 nChanged 75753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -18805470.000000 Penalty: 5937.937012
	Iteration 1F: 3 clusters Score -1.880547e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -18806774.000000 Penalty: 5937.937012
	Iteration 2Q: 3 clusters Score -1.880677e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -18808226.000000 Penalty: 5937.937012
	Iteration 3Q: 3 clusters Score -1.880823e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -18810258.000000 Penalty: 5937.937012
	Iteration 4Q: 3 clusters Score -1.881026e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -18813342.000000 Penalty: 5937.937012
	Iteration 5Q: 3 clusters Score -1.881334e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -18818426.000000 Penalty: 5937.937012
	Iteration 6F: 3 clusters Score -1.881843e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -18826140.000000 Penalty: 5937.937012
	Iteration 7F: 3 clusters Score -1.882614e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 126254 members 
Entering Unmasked Estep 
Score: -18836086.000000 Penalty: 5937.937012
	Iteration 8F: 3 clusters Score -1.883609e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 138074 members 
Entering Unmasked Estep 
Score: -18846632.000000 Penalty: 5937.937012
	Iteration 9F: 3 clusters Score -1.884663e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -18854974.000000 Penalty: 5937.937012
	Iteration 10F: 3 clusters Score -1.885497e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -18859908.000000 Penalty: 5937.937012
	Iteration 11Q: 3 clusters Score -1.885991e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -18862084.000000 Penalty: 5937.937012
	Iteration 12Q: 3 clusters Score -1.886208e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -18862914.000000 Penalty: 5937.937012
	Iteration 13Q: 3 clusters Score -1.886291e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 157560 members 
Entering Unmasked Estep 
Score: -18863228.000000 Penalty: 5937.937012
	Iteration 14Q: 3 clusters Score -1.886323e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 157719 members 
Entering Unmasked Estep 
Score: -18863356.000000 Penalty: 5937.937012
	Iteration 15Q: 3 clusters Score -1.886336e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 157776 members 
Entering Unmasked Estep 
Score: -18863420.000000 Penalty: 5937.937012
	Iteration 16Q: 3 clusters Score -1.886342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 157801 members 
Entering Unmasked Estep 
Score: -18863462.000000 Penalty: 5937.937012
	Iteration 17Q: 3 clusters Score -1.886346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 157803 members 
Entering Unmasked Estep 
Score: -18863488.000000 Penalty: 5937.937012
	Iteration 18Q: 3 clusters Score -1.886349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 157807 members 
Entering Unmasked Estep 
Score: -18863504.000000 Penalty: 5937.937012
	Iteration 19Q: 3 clusters Score -1.88635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 157817 members 
Entering Unmasked Estep 
Score: -18863512.000000 Penalty: 5937.937012
	Iteration 20F: 3 clusters Score -1.886351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -18863518.000000 Penalty: 5937.937012
	Iteration 21Q: 3 clusters Score -1.886352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 157836 members 
Entering Unmasked Estep 
Score: -18863548.000000 Penalty: 5937.937012
	Iteration 22Q: 3 clusters Score -1.886355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -18863540.000000 Penalty: 5937.937012
	Iteration 23Q: 3 clusters Score -1.886354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 157842 members 
Entering Unmasked Estep 
Score: -18863562.000000 Penalty: 5937.937012
	Iteration 24Q: 3 clusters Score -1.886356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -18863572.000000 Penalty: 5937.937012
	Iteration 25Q: 3 clusters Score -1.886357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -18863570.000000 Penalty: 5937.937012
	Iteration 26Q: 3 clusters Score -1.886357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -18863576.000000 Penalty: 5937.937012
	Iteration 27Q: 3 clusters Score -1.886358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -18863578.000000 Penalty: 5937.937012
	Iteration 28Q: 3 clusters Score -1.886358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -18863580.000000 Penalty: 5937.937012
	Iteration 29Q: 3 clusters Score -1.886358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -18863580.000000 Penalty: 5937.937012
	Iteration 30F: 3 clusters Score -1.886358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Entering Unmasked Estep 
Score: -1339264.000000 Penalty: 2324.285400
	Iteration 0F: 2 clusters Score -1339264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1330544.875000 Penalty: 4648.570801
	Iteration 0F: 3 clusters Score -1330545 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1333310.750000 Penalty: 4648.570801
	Iteration 1F: 3 clusters Score -1333311 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1333825.500000 Penalty: 4648.570801
	Iteration 2F: 3 clusters Score -1333826 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1334318.875000 Penalty: 4648.570801
	Iteration 3F: 3 clusters Score -1334319 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1334805.000000 Penalty: 4648.570801
	Iteration 4F: 3 clusters Score -1334805 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1335247.500000 Penalty: 4648.570801
	Iteration 5F: 3 clusters Score -1335248 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1335614.250000 Penalty: 4648.570801
	Iteration 6F: 3 clusters Score -1335614 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1335882.875000 Penalty: 4648.570801
	Iteration 7Q: 3 clusters Score -1335883 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1336113.125000 Penalty: 4648.570801
	Iteration 8Q: 3 clusters Score -1336113 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1336315.250000 Penalty: 4648.570801
	Iteration 9Q: 3 clusters Score -1336315 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1336498.875000 Penalty: 4648.570801
	Iteration 10Q: 3 clusters Score -1336499 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1336614.125000 Penalty: 4648.570801
	Iteration 11Q: 3 clusters Score -1336614 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1336707.750000 Penalty: 4648.570801
	Iteration 12Q: 3 clusters Score -1336708 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1336768.250000 Penalty: 4648.570801
	Iteration 13Q: 3 clusters Score -1336768 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1336815.000000 Penalty: 4648.570801
	Iteration 14Q: 3 clusters Score -1336815 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1336853.750000 Penalty: 4648.570801
	Iteration 15Q: 3 clusters Score -1336854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1336886.000000 Penalty: 4648.570801
	Iteration 16Q: 3 clusters Score -1336886 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1336903.875000 Penalty: 4648.570801
	Iteration 17Q: 3 clusters Score -1336904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1336927.875000 Penalty: 4648.570801
	Iteration 18Q: 3 clusters Score -1336928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1336943.625000 Penalty: 4648.570801
	Iteration 19Q: 3 clusters Score -1336944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1336955.375000 Penalty: 4648.570801
	Iteration 20F: 3 clusters Score -1336955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1336972.375000 Penalty: 4648.570801
	Iteration 21Q: 3 clusters Score -1336972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1336983.000000 Penalty: 4648.570801
	Iteration 22Q: 3 clusters Score -1336983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1336992.625000 Penalty: 4648.570801
	Iteration 23Q: 3 clusters Score -1336993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1336999.750000 Penalty: 4648.570801
	Iteration 24Q: 3 clusters Score -1337000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1337008.875000 Penalty: 4648.570801
	Iteration 25Q: 3 clusters Score -1337009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1337014.750000 Penalty: 4648.570801
	Iteration 26Q: 3 clusters Score -1337015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1337023.000000 Penalty: 4648.570801
	Iteration 27Q: 3 clusters Score -1337023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1337025.625000 Penalty: 4648.570801
	Iteration 28Q: 3 clusters Score -1337026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1337032.750000 Penalty: 4648.570801
	Iteration 29Q: 3 clusters Score -1337033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1337034.875000 Penalty: 4648.570801
	Iteration 30Q: 3 clusters Score -1337035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1337038.375000 Penalty: 4648.570801
	Iteration 31Q: 3 clusters Score -1337038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1337041.000000 Penalty: 4648.570801
	Iteration 32Q: 3 clusters Score -1337041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1337047.750000 Penalty: 4648.570801
	Iteration 33Q: 3 clusters Score -1337048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1337050.625000 Penalty: 4648.570801
	Iteration 34Q: 3 clusters Score -1337051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1337056.875000 Penalty: 4648.570801
	Iteration 35Q: 3 clusters Score -1337057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1337057.500000 Penalty: 4648.570801
	Iteration 36Q: 3 clusters Score -1337058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1337062.500000 Penalty: 4648.570801
	Iteration 37Q: 3 clusters Score -1337062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1337066.625000 Penalty: 4648.570801
	Iteration 38Q: 3 clusters Score -1337067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1337067.625000 Penalty: 4648.570801
	Iteration 39Q: 3 clusters Score -1337068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1337064.875000 Penalty: 4648.570801
	Iteration 40F: 3 clusters Score -1337065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1337069.375000 Penalty: 4648.570801
	Iteration 41Q: 3 clusters Score -1337069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1337071.000000 Penalty: 4648.570801
	Iteration 42Q: 3 clusters Score -1337071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1337074.500000 Penalty: 4648.570801
	Iteration 43Q: 3 clusters Score -1337074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1337076.125000 Penalty: 4648.570801
	Iteration 44Q: 3 clusters Score -1337076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1337075.625000 Penalty: 4648.570801
	Iteration 45Q: 3 clusters Score -1337076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1337079.375000 Penalty: 4648.570801
	Iteration 46Q: 3 clusters Score -1337079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1337079.875000 Penalty: 4648.570801
	Iteration 47Q: 3 clusters Score -1337080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1337084.000000 Penalty: 4648.570801
	Iteration 48Q: 3 clusters Score -1337084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1337086.375000 Penalty: 4648.570801
	Iteration 49Q: 3 clusters Score -1337086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1337088.875000 Penalty: 4648.570801
	Iteration 50Q: 3 clusters Score -1337089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1337091.375000 Penalty: 4648.570801
	Iteration 51Q: 3 clusters Score -1337091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1337093.000000 Penalty: 4648.570801
	Iteration 52Q: 3 clusters Score -1337093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1337101.000000 Penalty: 4648.570801
	Iteration 53Q: 3 clusters Score -1337101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1337102.750000 Penalty: 4648.570801
	Iteration 54Q: 3 clusters Score -1337103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1337106.125000 Penalty: 4648.570801
	Iteration 55Q: 3 clusters Score -1337106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1337107.375000 Penalty: 4648.570801
	Iteration 56Q: 3 clusters Score -1337107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1337116.375000 Penalty: 4648.570801
	Iteration 57Q: 3 clusters Score -1337116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1337121.875000 Penalty: 4648.570801
	Iteration 58Q: 3 clusters Score -1337122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1337129.875000 Penalty: 4648.570801
	Iteration 59Q: 3 clusters Score -1337130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1337140.250000 Penalty: 4648.570801
	Iteration 60F: 3 clusters Score -1337140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1337144.000000 Penalty: 4648.570801
	Iteration 61Q: 3 clusters Score -1337144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1337151.125000 Penalty: 4648.570801
	Iteration 62Q: 3 clusters Score -1337151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1337159.000000 Penalty: 4648.570801
	Iteration 63Q: 3 clusters Score -1337159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1337167.000000 Penalty: 4648.570801
	Iteration 64Q: 3 clusters Score -1337167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1337177.000000 Penalty: 4648.570801
	Iteration 65Q: 3 clusters Score -1337177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1337187.000000 Penalty: 4648.570801
	Iteration 66Q: 3 clusters Score -1337187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1337196.750000 Penalty: 4648.570801
	Iteration 67Q: 3 clusters Score -1337197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1337223.500000 Penalty: 4648.570801
	Iteration 68Q: 3 clusters Score -1337224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1337233.000000 Penalty: 4648.570801
	Iteration 69Q: 3 clusters Score -1337233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1337245.125000 Penalty: 4648.570801
	Iteration 70Q: 3 clusters Score -1337245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1337258.125000 Penalty: 4648.570801
	Iteration 71Q: 3 clusters Score -1337258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1337268.375000 Penalty: 4648.570801
	Iteration 72Q: 3 clusters Score -1337268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1337275.500000 Penalty: 4648.570801
	Iteration 73Q: 3 clusters Score -1337276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1337283.625000 Penalty: 4648.570801
	Iteration 74Q: 3 clusters Score -1337284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1337290.500000 Penalty: 4648.570801
	Iteration 75Q: 3 clusters Score -1337290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1337300.875000 Penalty: 4648.570801
	Iteration 76Q: 3 clusters Score -1337301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1337315.000000 Penalty: 4648.570801
	Iteration 77Q: 3 clusters Score -1337315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1337328.000000 Penalty: 4648.570801
	Iteration 78Q: 3 clusters Score -1337328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1337338.625000 Penalty: 4648.570801
	Iteration 79Q: 3 clusters Score -1337339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1337351.250000 Penalty: 4648.570801
	Iteration 80F: 3 clusters Score -1337351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1337364.625000 Penalty: 4648.570801
	Iteration 81Q: 3 clusters Score -1337365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1337370.625000 Penalty: 4648.570801
	Iteration 82Q: 3 clusters Score -1337371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1337377.500000 Penalty: 4648.570801
	Iteration 83Q: 3 clusters Score -1337378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1337389.750000 Penalty: 4648.570801
	Iteration 84Q: 3 clusters Score -1337390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1337401.375000 Penalty: 4648.570801
	Iteration 85Q: 3 clusters Score -1337401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1337413.750000 Penalty: 4648.570801
	Iteration 86Q: 3 clusters Score -1337414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1337422.125000 Penalty: 4648.570801
	Iteration 87Q: 3 clusters Score -1337422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1337438.625000 Penalty: 4648.570801
	Iteration 88Q: 3 clusters Score -1337439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1337445.625000 Penalty: 4648.570801
	Iteration 89Q: 3 clusters Score -1337446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1337454.125000 Penalty: 4648.570801
	Iteration 90Q: 3 clusters Score -1337454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1337472.625000 Penalty: 4648.570801
	Iteration 91Q: 3 clusters Score -1337473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1337495.000000 Penalty: 4648.570801
	Iteration 92Q: 3 clusters Score -1337495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1337513.250000 Penalty: 4648.570801
	Iteration 93Q: 3 clusters Score -1337513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1337523.750000 Penalty: 4648.570801
	Iteration 94Q: 3 clusters Score -1337524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1337540.875000 Penalty: 4648.570801
	Iteration 95Q: 3 clusters Score -1337541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1337553.500000 Penalty: 4648.570801
	Iteration 96Q: 3 clusters Score -1337554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1337569.750000 Penalty: 4648.570801
	Iteration 97Q: 3 clusters Score -1337570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1337580.250000 Penalty: 4648.570801
	Iteration 98Q: 3 clusters Score -1337580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1337587.000000 Penalty: 4648.570801
	Iteration 99Q: 3 clusters Score -1337587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1337594.000000 Penalty: 4648.570801
	Iteration 100F: 3 clusters Score -1337594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1337606.125000 Penalty: 4648.570801
	Iteration 101Q: 3 clusters Score -1337606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1337610.625000 Penalty: 4648.570801
	Iteration 102Q: 3 clusters Score -1337611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1337620.000000 Penalty: 4648.570801
	Iteration 103Q: 3 clusters Score -1337620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1337623.125000 Penalty: 4648.570801
	Iteration 104Q: 3 clusters Score -1337623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1337633.875000 Penalty: 4648.570801
	Iteration 105Q: 3 clusters Score -1337634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1337645.000000 Penalty: 4648.570801
	Iteration 106Q: 3 clusters Score -1337645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1337655.250000 Penalty: 4648.570801
	Iteration 107Q: 3 clusters Score -1337655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1337659.250000 Penalty: 4648.570801
	Iteration 108Q: 3 clusters Score -1337659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1337659.875000 Penalty: 4648.570801
	Iteration 109Q: 3 clusters Score -1337660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1337665.125000 Penalty: 4648.570801
	Iteration 110Q: 3 clusters Score -1337665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1337667.750000 Penalty: 4648.570801
	Iteration 111Q: 3 clusters Score -1337668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1337668.000000 Penalty: 4648.570801
	Iteration 112Q: 3 clusters Score -1337668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1337669.375000 Penalty: 4648.570801
	Iteration 113Q: 3 clusters Score -1337669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1337666.875000 Penalty: 4648.570801
	Iteration 114Q: 3 clusters Score -1337667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1337668.875000 Penalty: 4648.570801
	Iteration 115Q: 3 clusters Score -1337669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1337672.875000 Penalty: 4648.570801
	Iteration 116Q: 3 clusters Score -1337673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1337676.500000 Penalty: 4648.570801
	Iteration 117Q: 3 clusters Score -1337676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1337673.875000 Penalty: 4648.570801
	Iteration 118Q: 3 clusters Score -1337674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1337677.000000 Penalty: 4648.570801
	Iteration 119Q: 3 clusters Score -1337677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1337676.000000 Penalty: 4648.570801
	Iteration 120F: 3 clusters Score -1337676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1337674.875000 Penalty: 4648.570801
	Iteration 121Q: 3 clusters Score -1337675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1337678.750000 Penalty: 4648.570801
	Iteration 122Q: 3 clusters Score -1337679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1337675.625000 Penalty: 4648.570801
	Iteration 123Q: 3 clusters Score -1337676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1337676.875000 Penalty: 4648.570801
	Iteration 124Q: 3 clusters Score -1337677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1337677.125000 Penalty: 4648.570801
	Iteration 125Q: 3 clusters Score -1337677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1337677.125000 Penalty: 4648.570801
	Iteration 126F: 3 clusters Score -1337677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115792 members 
Entering Unmasked Estep 
Score: -13853734.000000 Penalty: 2891.568604
	Iteration 0F: 2 clusters Score -1.385373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -13776288.000000 Penalty: 5783.137207
	Iteration 0F: 3 clusters Score -1.377629e+07 nChanged 54926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -13807811.000000 Penalty: 5783.137207
	Iteration 1F: 3 clusters Score -1.380781e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -13808605.000000 Penalty: 5783.137207
	Iteration 2Q: 3 clusters Score -1.38086e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -13809672.000000 Penalty: 5783.137207
	Iteration 3Q: 3 clusters Score -1.380967e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -13810943.000000 Penalty: 5783.137207
	Iteration 4Q: 3 clusters Score -1.381094e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -13812524.000000 Penalty: 5783.137207
	Iteration 5Q: 3 clusters Score -1.381252e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -13814510.000000 Penalty: 5783.137207
	Iteration 6Q: 3 clusters Score -1.381451e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -13816892.000000 Penalty: 5783.137207
	Iteration 7Q: 3 clusters Score -1.381689e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -13819722.000000 Penalty: 5783.137207
	Iteration 8Q: 3 clusters Score -1.381972e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -13823027.000000 Penalty: 5783.137207
	Iteration 9F: 3 clusters Score -1.382303e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -13826784.000000 Penalty: 5783.137207
	Iteration 10F: 3 clusters Score -1.382678e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -13831240.000000 Penalty: 5783.137207
	Iteration 11Q: 3 clusters Score -1.383124e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -13835547.000000 Penalty: 5783.137207
	Iteration 12Q: 3 clusters Score -1.383555e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -13838904.000000 Penalty: 5783.137207
	Iteration 13Q: 3 clusters Score -1.38389e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -13841132.000000 Penalty: 5783.137207
	Iteration 14Q: 3 clusters Score -1.384113e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -13842388.000000 Penalty: 5783.137207
	Iteration 15Q: 3 clusters Score -1.384239e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -13843405.000000 Penalty: 5783.137207
	Iteration 16Q: 3 clusters Score -1.38434e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -13844269.000000 Penalty: 5783.137207
	Iteration 17Q: 3 clusters Score -1.384427e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -13844873.000000 Penalty: 5783.137207
	Iteration 18Q: 3 clusters Score -1.384487e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -13845406.000000 Penalty: 5783.137207
	Iteration 19Q: 3 clusters Score -1.384541e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -13845936.000000 Penalty: 5783.137207
	Iteration 20F: 3 clusters Score -1.384594e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93863 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -13846293.000000 Penalty: 5783.137207
	Iteration 21Q: 3 clusters Score -1.384629e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -13846597.000000 Penalty: 5783.137207
	Iteration 22Q: 3 clusters Score -1.38466e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -13846800.000000 Penalty: 5783.137207
	Iteration 23Q: 3 clusters Score -1.38468e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -13847029.000000 Penalty: 5783.137207
	Iteration 24Q: 3 clusters Score -1.384703e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -13847200.000000 Penalty: 5783.137207
	Iteration 25Q: 3 clusters Score -1.38472e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -13847376.000000 Penalty: 5783.137207
	Iteration 26Q: 3 clusters Score -1.384738e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -13847567.000000 Penalty: 5783.137207
	Iteration 27Q: 3 clusters Score -1.384757e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -13847765.000000 Penalty: 5783.137207
	Iteration 28Q: 3 clusters Score -1.384776e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -13847926.000000 Penalty: 5783.137207
	Iteration 29Q: 3 clusters Score -1.384793e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -13848087.000000 Penalty: 5783.137207
	Iteration 30Q: 3 clusters Score -1.384809e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -13848267.000000 Penalty: 5783.137207
	Iteration 31Q: 3 clusters Score -1.384827e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -13848416.000000 Penalty: 5783.137207
	Iteration 32Q: 3 clusters Score -1.384842e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -13848613.000000 Penalty: 5783.137207
	Iteration 33Q: 3 clusters Score -1.384861e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -13848790.000000 Penalty: 5783.137207
	Iteration 34Q: 3 clusters Score -1.384879e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -13848933.000000 Penalty: 5783.137207
	Iteration 35Q: 3 clusters Score -1.384893e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -13849080.000000 Penalty: 5783.137207
	Iteration 36Q: 3 clusters Score -1.384908e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -13849270.000000 Penalty: 5783.137207
	Iteration 37Q: 3 clusters Score -1.384927e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -13849393.000000 Penalty: 5783.137207
	Iteration 38Q: 3 clusters Score -1.384939e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -13849562.000000 Penalty: 5783.137207
	Iteration 39Q: 3 clusters Score -1.384956e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -13849721.000000 Penalty: 5783.137207
	Iteration 40F: 3 clusters Score -1.384972e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -13849831.000000 Penalty: 5783.137207
	Iteration 41Q: 3 clusters Score -1.384983e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -13850034.000000 Penalty: 5783.137207
	Iteration 42Q: 3 clusters Score -1.385003e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -13850153.000000 Penalty: 5783.137207
	Iteration 43Q: 3 clusters Score -1.385015e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -13850267.000000 Penalty: 5783.137207
	Iteration 44Q: 3 clusters Score -1.385027e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -13850414.000000 Penalty: 5783.137207
	Iteration 45Q: 3 clusters Score -1.385041e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111113 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -13850498.000000 Penalty: 5783.137207
	Iteration 46Q: 3 clusters Score -1.38505e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111464 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -13850632.000000 Penalty: 5783.137207
	Iteration 47Q: 3 clusters Score -1.385063e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -13850720.000000 Penalty: 5783.137207
	Iteration 48Q: 3 clusters Score -1.385072e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -13850818.000000 Penalty: 5783.137207
	Iteration 49Q: 3 clusters Score -1.385082e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -13850876.000000 Penalty: 5783.137207
	Iteration 50Q: 3 clusters Score -1.385088e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112590 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13850980.000000 Penalty: 5783.137207
	Iteration 51Q: 3 clusters Score -1.385098e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112780 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -13851043.000000 Penalty: 5783.137207
	Iteration 52Q: 3 clusters Score -1.385104e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112924 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -13851130.000000 Penalty: 5783.137207
	Iteration 53Q: 3 clusters Score -1.385113e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -13851169.000000 Penalty: 5783.137207
	Iteration 54Q: 3 clusters Score -1.385117e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113188 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13851216.000000 Penalty: 5783.137207
	Iteration 55Q: 3 clusters Score -1.385122e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113283 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -13851250.000000 Penalty: 5783.137207
	Iteration 56Q: 3 clusters Score -1.385125e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113372 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13851244.000000 Penalty: 5783.137207
	Iteration 57Q: 3 clusters Score -1.385124e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13851279.000000 Penalty: 5783.137207
	Iteration 58Q: 3 clusters Score -1.385128e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13851293.000000 Penalty: 5783.137207
	Iteration 59Q: 3 clusters Score -1.385129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113598 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -13851315.000000 Penalty: 5783.137207
	Iteration 60F: 3 clusters Score -1.385132e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13851323.000000 Penalty: 5783.137207
	Iteration 61Q: 3 clusters Score -1.385132e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113701 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -13851343.000000 Penalty: 5783.137207
	Iteration 62Q: 3 clusters Score -1.385134e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13851377.000000 Penalty: 5783.137207
	Iteration 63Q: 3 clusters Score -1.385138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13851379.000000 Penalty: 5783.137207
	Iteration 64Q: 3 clusters Score -1.385138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -13851373.000000 Penalty: 5783.137207
	Iteration 65Q: 3 clusters Score -1.385137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113810 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13851374.000000 Penalty: 5783.137207
	Iteration 66Q: 3 clusters Score -1.385137e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -13851384.000000 Penalty: 5783.137207
	Iteration 67Q: 3 clusters Score -1.385138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -13851397.000000 Penalty: 5783.137207
	Iteration 68Q: 3 clusters Score -1.38514e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113901 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13851392.000000 Penalty: 5783.137207
	Iteration 69Q: 3 clusters Score -1.385139e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113929 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13851383.000000 Penalty: 5783.137207
	Iteration 70Q: 3 clusters Score -1.385138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113949 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -13851380.000000 Penalty: 5783.137207
	Iteration 71Q: 3 clusters Score -1.385138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13851393.000000 Penalty: 5783.137207
	Iteration 72Q: 3 clusters Score -1.385139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13851414.000000 Penalty: 5783.137207
	Iteration 73Q: 3 clusters Score -1.385141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -13851415.000000 Penalty: 5783.137207
	Iteration 74Q: 3 clusters Score -1.385142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114007 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13851421.000000 Penalty: 5783.137207
	Iteration 75Q: 3 clusters Score -1.385142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13851421.000000 Penalty: 5783.137207
	Iteration 76Q: 3 clusters Score -1.385142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13851431.000000 Penalty: 5783.137207
	Iteration 77Q: 3 clusters Score -1.385143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -13851432.000000 Penalty: 5783.137207
	Iteration 78Q: 3 clusters Score -1.385143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -13851436.000000 Penalty: 5783.137207
	Iteration 79Q: 3 clusters Score -1.385144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114042 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13851425.000000 Penalty: 5783.137207
	Iteration 80F: 3 clusters Score -1.385142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -13851430.000000 Penalty: 5783.137207
	Iteration 81Q: 3 clusters Score -1.385143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13851432.000000 Penalty: 5783.137207
	Iteration 82Q: 3 clusters Score -1.385143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13851436.000000 Penalty: 5783.137207
	Iteration 83Q: 3 clusters Score -1.385144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13851436.000000 Penalty: 5783.137207
	Iteration 84Q: 3 clusters Score -1.385144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13851445.000000 Penalty: 5783.137207
	Iteration 85Q: 3 clusters Score -1.385144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -13851432.000000 Penalty: 5783.137207
	Iteration 86Q: 3 clusters Score -1.385143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114063 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13851437.000000 Penalty: 5783.137207
	Iteration 87Q: 3 clusters Score -1.385144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -13851437.000000 Penalty: 5783.137207
	Iteration 88Q: 3 clusters Score -1.385144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114065 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13851429.000000 Penalty: 5783.137207
	Iteration 89Q: 3 clusters Score -1.385143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114065 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13851429.000000 Penalty: 5783.137207
	Iteration 90F: 3 clusters Score -1.385143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -480571.625000 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -480571.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -476611.687500 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -476611.7 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -477906.968750 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -477907 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -478486.812500 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -478486.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -478968.437500 Penalty: 4157.161133
	Iteration 3F: 3 clusters Score -478968.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -479502.781250 Penalty: 4157.161133
	Iteration 4F: 3 clusters Score -479502.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -480032.500000 Penalty: 4157.161133
	Iteration 5F: 3 clusters Score -480032.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -480413.468750 Penalty: 4157.161133
	Iteration 6F: 3 clusters Score -480413.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -480575.468750 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -480575.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -480644.187500 Penalty: 4157.161133
	Iteration 8Q: 3 clusters Score -480644.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -480690.281250 Penalty: 4157.161133
	Iteration 9Q: 3 clusters Score -480690.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -480709.875000 Penalty: 4157.161133
	Iteration 10Q: 3 clusters Score -480709.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -480716.750000 Penalty: 4157.161133
	Iteration 11Q: 3 clusters Score -480716.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -480721.000000 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -480721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -480723.468750 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -480723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -480728.031250 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -480728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -480730.000000 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -480730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -480731.000000 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -480731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -480731.968750 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -480732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -480732.843750 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -480732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -480732.718750 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -480732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -480733.843750 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -480733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -480733.937500 Penalty: 4157.161133
	Iteration 21Q: 3 clusters Score -480733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -480733.937500 Penalty: 4157.161133
	Iteration 22F: 3 clusters Score -480733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 11792 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 79205 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 92977 members 
Mstep: Class 7 contains 158205 members 
Mstep: Class 8 contains 11756 members 
Mstep: Class 9 contains 115792 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 175726 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 21689 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 168801 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110532 members 
Mstep: Class 18 contains 28948 members 
Mstep: Class 19 contains 242709 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 62491 members 
Mstep: Class 22 contains 19672 members 
Mstep: Class 23 contains 9235 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 10787 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9964 members 
Mstep: Class 29 contains 72810 members 
Mstep: Class 30 contains 38188 members 
Mstep: Class 31 contains 17414 members 
Mstep: Class 32 contains 21046 members 
Mstep: Class 33 contains 885 members 
Mstep: Class 34 contains 3399 members 
Mstep: Class 35 contains 10341 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6265 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Mstep: Class 40 contains 2708 members 
Entering Unmasked Estep 
Score: -205581760.000000 Penalty: 142798.250000
Splitting cluster 10 changes total score from -205582976.000000 to -205581760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (175726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Entering Unmasked Estep 
Score: -21241506.000000 Penalty: 2995.016846
	Iteration 0F: 2 clusters Score -2.124151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -21132496.000000 Penalty: 5990.033691
	Iteration 0F: 3 clusters Score -2.11325e+07 nChanged 84416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -21181380.000000 Penalty: 5990.033691
	Iteration 1F: 3 clusters Score -2.118138e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -21182582.000000 Penalty: 5990.033691
	Iteration 2Q: 3 clusters Score -2.118258e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -21184154.000000 Penalty: 5990.033691
	Iteration 3Q: 3 clusters Score -2.118415e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -21187008.000000 Penalty: 5990.033691
	Iteration 4Q: 3 clusters Score -2.118701e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114254 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -21192538.000000 Penalty: 5990.033691
	Iteration 5F: 3 clusters Score -2.119254e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127093 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -21202080.000000 Penalty: 5990.033691
	Iteration 6F: 3 clusters Score -2.120208e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -21215700.000000 Penalty: 5990.033691
	Iteration 7F: 3 clusters Score -2.12157e+07 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -21226864.000000 Penalty: 5990.033691
	Iteration 8F: 3 clusters Score -2.122686e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -21233084.000000 Penalty: 5990.033691
	Iteration 9F: 3 clusters Score -2.123308e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170441 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -21236184.000000 Penalty: 5990.033691
	Iteration 10Q: 3 clusters Score -2.123618e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21237676.000000 Penalty: 5990.033691
	Iteration 11Q: 3 clusters Score -2.123768e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174257 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -21238390.000000 Penalty: 5990.033691
	Iteration 12Q: 3 clusters Score -2.123839e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174776 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21238740.000000 Penalty: 5990.033691
	Iteration 13Q: 3 clusters Score -2.123874e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174992 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -21238898.000000 Penalty: 5990.033691
	Iteration 14Q: 3 clusters Score -2.12389e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21238986.000000 Penalty: 5990.033691
	Iteration 15Q: 3 clusters Score -2.123899e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21239052.000000 Penalty: 5990.033691
	Iteration 16Q: 3 clusters Score -2.123905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21239080.000000 Penalty: 5990.033691
	Iteration 17Q: 3 clusters Score -2.123908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21239072.000000 Penalty: 5990.033691
	Iteration 18Q: 3 clusters Score -2.123907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175139 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21239084.000000 Penalty: 5990.033691
	Iteration 19Q: 3 clusters Score -2.123908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175140 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21239104.000000 Penalty: 5990.033691
	Iteration 20F: 3 clusters Score -2.12391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -21239102.000000 Penalty: 5990.033691
	Iteration 21Q: 3 clusters Score -2.12391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175141 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21239124.000000 Penalty: 5990.033691
	Iteration 22Q: 3 clusters Score -2.123912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21239118.000000 Penalty: 5990.033691
	Iteration 23Q: 3 clusters Score -2.123912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21239122.000000 Penalty: 5990.033691
	Iteration 24Q: 3 clusters Score -2.123912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21239130.000000 Penalty: 5990.033691
	Iteration 25Q: 3 clusters Score -2.123913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21239118.000000 Penalty: 5990.033691
	Iteration 26Q: 3 clusters Score -2.123912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175153 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21239132.000000 Penalty: 5990.033691
	Iteration 27Q: 3 clusters Score -2.123913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21239132.000000 Penalty: 5990.033691
	Iteration 28Q: 3 clusters Score -2.123913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175153 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21239144.000000 Penalty: 5990.033691
	Iteration 29Q: 3 clusters Score -2.123914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175151 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21239144.000000 Penalty: 5990.033691
	Iteration 30Q: 3 clusters Score -2.123914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175153 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21239156.000000 Penalty: 5990.033691
	Iteration 31Q: 3 clusters Score -2.123916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175156 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21239134.000000 Penalty: 5990.033691
	Iteration 32Q: 3 clusters Score -2.123913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175156 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21239134.000000 Penalty: 5990.033691
	Iteration 33Q: 3 clusters Score -2.123913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21239134.000000 Penalty: 5990.033691
	Iteration 34Q: 3 clusters Score -2.123913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21239134.000000 Penalty: 5990.033691
	Iteration 35F: 3 clusters Score -2.123913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -870083.062500 Penalty: 2206.251953
	Iteration 0F: 2 clusters Score -870083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -864167.437500 Penalty: 4412.503906
	Iteration 0F: 3 clusters Score -864167.4 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -865733.500000 Penalty: 4412.503906
	Iteration 1F: 3 clusters Score -865733.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -865958.875000 Penalty: 4412.503906
	Iteration 2F: 3 clusters Score -865958.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -866108.187500 Penalty: 4412.503906
	Iteration 3Q: 3 clusters Score -866108.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -866212.375000 Penalty: 4412.503906
	Iteration 4Q: 3 clusters Score -866212.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -866292.500000 Penalty: 4412.503906
	Iteration 5Q: 3 clusters Score -866292.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -866357.937500 Penalty: 4412.503906
	Iteration 6Q: 3 clusters Score -866357.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -866406.000000 Penalty: 4412.503906
	Iteration 7Q: 3 clusters Score -866406 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -866463.000000 Penalty: 4412.503906
	Iteration 8Q: 3 clusters Score -866463 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -866512.812500 Penalty: 4412.503906
	Iteration 9Q: 3 clusters Score -866512.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -866555.562500 Penalty: 4412.503906
	Iteration 10Q: 3 clusters Score -866555.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -866593.187500 Penalty: 4412.503906
	Iteration 11Q: 3 clusters Score -866593.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -866632.250000 Penalty: 4412.503906
	Iteration 12Q: 3 clusters Score -866632.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -866656.000000 Penalty: 4412.503906
	Iteration 13Q: 3 clusters Score -866656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -866675.187500 Penalty: 4412.503906
	Iteration 14Q: 3 clusters Score -866675.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -866689.500000 Penalty: 4412.503906
	Iteration 15Q: 3 clusters Score -866689.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -866704.312500 Penalty: 4412.503906
	Iteration 16Q: 3 clusters Score -866704.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -866724.937500 Penalty: 4412.503906
	Iteration 17Q: 3 clusters Score -866724.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -866742.000000 Penalty: 4412.503906
	Iteration 18Q: 3 clusters Score -866742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -866761.312500 Penalty: 4412.503906
	Iteration 19Q: 3 clusters Score -866761.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -866788.562500 Penalty: 4412.503906
	Iteration 20F: 3 clusters Score -866788.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -866821.187500 Penalty: 4412.503906
	Iteration 21Q: 3 clusters Score -866821.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -866853.687500 Penalty: 4412.503906
	Iteration 22Q: 3 clusters Score -866853.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -866876.312500 Penalty: 4412.503906
	Iteration 23Q: 3 clusters Score -866876.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -866904.562500 Penalty: 4412.503906
	Iteration 24Q: 3 clusters Score -866904.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -866935.312500 Penalty: 4412.503906
	Iteration 25Q: 3 clusters Score -866935.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -866965.312500 Penalty: 4412.503906
	Iteration 26Q: 3 clusters Score -866965.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -866998.562500 Penalty: 4412.503906
	Iteration 27Q: 3 clusters Score -866998.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -867042.062500 Penalty: 4412.503906
	Iteration 28Q: 3 clusters Score -867042.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -867103.812500 Penalty: 4412.503906
	Iteration 29Q: 3 clusters Score -867103.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -867188.187500 Penalty: 4412.503906
	Iteration 30Q: 3 clusters Score -867188.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -867300.937500 Penalty: 4412.503906
	Iteration 31Q: 3 clusters Score -867300.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -867461.125000 Penalty: 4412.503906
	Iteration 32Q: 3 clusters Score -867461.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -867648.875000 Penalty: 4412.503906
	Iteration 33Q: 3 clusters Score -867648.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -867845.750000 Penalty: 4412.503906
	Iteration 34Q: 3 clusters Score -867845.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -868060.687500 Penalty: 4412.503906
	Iteration 35Q: 3 clusters Score -868060.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -868229.437500 Penalty: 4412.503906
	Iteration 36Q: 3 clusters Score -868229.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -868339.250000 Penalty: 4412.503906
	Iteration 37Q: 3 clusters Score -868339.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -868396.500000 Penalty: 4412.503906
	Iteration 38Q: 3 clusters Score -868396.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -868434.000000 Penalty: 4412.503906
	Iteration 39Q: 3 clusters Score -868434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -868452.187500 Penalty: 4412.503906
	Iteration 40F: 3 clusters Score -868452.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -868467.250000 Penalty: 4412.503906
	Iteration 41Q: 3 clusters Score -868467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -868480.375000 Penalty: 4412.503906
	Iteration 42Q: 3 clusters Score -868480.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -868489.250000 Penalty: 4412.503906
	Iteration 43Q: 3 clusters Score -868489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -868500.187500 Penalty: 4412.503906
	Iteration 44Q: 3 clusters Score -868500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -868503.875000 Penalty: 4412.503906
	Iteration 45Q: 3 clusters Score -868503.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -868506.500000 Penalty: 4412.503906
	Iteration 46Q: 3 clusters Score -868506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -868506.312500 Penalty: 4412.503906
	Iteration 47Q: 3 clusters Score -868506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -868506.312500 Penalty: 4412.503906
	Iteration 48F: 3 clusters Score -868506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Entering Unmasked Estep 
Score: -2438519.750000 Penalty: 2476.170898
	Iteration 0F: 2 clusters Score -2438520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2423369.000000 Penalty: 4952.341797
	Iteration 0F: 3 clusters Score -2423369 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2428886.250000 Penalty: 4952.341797
	Iteration 1F: 3 clusters Score -2428886 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2429543.500000 Penalty: 4952.341797
	Iteration 2F: 3 clusters Score -2429544 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2430189.250000 Penalty: 4952.341797
	Iteration 3F: 3 clusters Score -2430189 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2430900.750000 Penalty: 4952.341797
	Iteration 4F: 3 clusters Score -2430901 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2431674.000000 Penalty: 4952.341797
	Iteration 5F: 3 clusters Score -2431674 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2432437.500000 Penalty: 4952.341797
	Iteration 6F: 3 clusters Score -2432438 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2433097.000000 Penalty: 4952.341797
	Iteration 7F: 3 clusters Score -2433097 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2433656.750000 Penalty: 4952.341797
	Iteration 8Q: 3 clusters Score -2433657 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2434080.250000 Penalty: 4952.341797
	Iteration 9Q: 3 clusters Score -2434080 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2434420.000000 Penalty: 4952.341797
	Iteration 10Q: 3 clusters Score -2434420 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2434639.500000 Penalty: 4952.341797
	Iteration 11Q: 3 clusters Score -2434640 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2434810.750000 Penalty: 4952.341797
	Iteration 12Q: 3 clusters Score -2434811 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2434932.750000 Penalty: 4952.341797
	Iteration 13Q: 3 clusters Score -2434933 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2435057.750000 Penalty: 4952.341797
	Iteration 14Q: 3 clusters Score -2435058 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2435126.000000 Penalty: 4952.341797
	Iteration 15Q: 3 clusters Score -2435126 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2435182.750000 Penalty: 4952.341797
	Iteration 16Q: 3 clusters Score -2435183 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2435210.000000 Penalty: 4952.341797
	Iteration 17Q: 3 clusters Score -2435210 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2435262.000000 Penalty: 4952.341797
	Iteration 18Q: 3 clusters Score -2435262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2435292.250000 Penalty: 4952.341797
	Iteration 19Q: 3 clusters Score -2435292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2435320.500000 Penalty: 4952.341797
	Iteration 20F: 3 clusters Score -2435320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2435348.750000 Penalty: 4952.341797
	Iteration 21Q: 3 clusters Score -2435349 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2435374.750000 Penalty: 4952.341797
	Iteration 22Q: 3 clusters Score -2435375 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2435419.500000 Penalty: 4952.341797
	Iteration 23Q: 3 clusters Score -2435420 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2435462.250000 Penalty: 4952.341797
	Iteration 24Q: 3 clusters Score -2435462 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2435504.000000 Penalty: 4952.341797
	Iteration 25Q: 3 clusters Score -2435504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2435575.750000 Penalty: 4952.341797
	Iteration 26Q: 3 clusters Score -2435576 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2435624.250000 Penalty: 4952.341797
	Iteration 27Q: 3 clusters Score -2435624 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2435667.000000 Penalty: 4952.341797
	Iteration 28Q: 3 clusters Score -2435667 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2435706.750000 Penalty: 4952.341797
	Iteration 29Q: 3 clusters Score -2435707 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2435747.500000 Penalty: 4952.341797
	Iteration 30Q: 3 clusters Score -2435748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2435802.500000 Penalty: 4952.341797
	Iteration 31Q: 3 clusters Score -2435802 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2435839.750000 Penalty: 4952.341797
	Iteration 32Q: 3 clusters Score -2435840 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2435892.250000 Penalty: 4952.341797
	Iteration 33Q: 3 clusters Score -2435892 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2435945.500000 Penalty: 4952.341797
	Iteration 34Q: 3 clusters Score -2435946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2435993.750000 Penalty: 4952.341797
	Iteration 35Q: 3 clusters Score -2435994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2436040.750000 Penalty: 4952.341797
	Iteration 36Q: 3 clusters Score -2436041 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2436080.000000 Penalty: 4952.341797
	Iteration 37Q: 3 clusters Score -2436080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2436115.250000 Penalty: 4952.341797
	Iteration 38Q: 3 clusters Score -2436115 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2436153.000000 Penalty: 4952.341797
	Iteration 39Q: 3 clusters Score -2436153 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2436202.250000 Penalty: 4952.341797
	Iteration 40F: 3 clusters Score -2436202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2436246.250000 Penalty: 4952.341797
	Iteration 41Q: 3 clusters Score -2436246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2436297.750000 Penalty: 4952.341797
	Iteration 42Q: 3 clusters Score -2436298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2436337.000000 Penalty: 4952.341797
	Iteration 43Q: 3 clusters Score -2436337 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2436370.500000 Penalty: 4952.341797
	Iteration 44Q: 3 clusters Score -2436370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2436396.000000 Penalty: 4952.341797
	Iteration 45Q: 3 clusters Score -2436396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2436431.250000 Penalty: 4952.341797
	Iteration 46Q: 3 clusters Score -2436431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2436454.500000 Penalty: 4952.341797
	Iteration 47Q: 3 clusters Score -2436454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2436485.750000 Penalty: 4952.341797
	Iteration 48Q: 3 clusters Score -2436486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2436504.250000 Penalty: 4952.341797
	Iteration 49Q: 3 clusters Score -2436504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2436523.000000 Penalty: 4952.341797
	Iteration 50Q: 3 clusters Score -2436523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2436536.000000 Penalty: 4952.341797
	Iteration 51Q: 3 clusters Score -2436536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2436551.000000 Penalty: 4952.341797
	Iteration 52Q: 3 clusters Score -2436551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2436572.250000 Penalty: 4952.341797
	Iteration 53Q: 3 clusters Score -2436572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2436585.000000 Penalty: 4952.341797
	Iteration 54Q: 3 clusters Score -2436585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2436597.750000 Penalty: 4952.341797
	Iteration 55Q: 3 clusters Score -2436598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2436607.750000 Penalty: 4952.341797
	Iteration 56Q: 3 clusters Score -2436608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2436619.500000 Penalty: 4952.341797
	Iteration 57Q: 3 clusters Score -2436620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2436628.000000 Penalty: 4952.341797
	Iteration 58Q: 3 clusters Score -2436628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2436639.500000 Penalty: 4952.341797
	Iteration 59Q: 3 clusters Score -2436640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2436648.750000 Penalty: 4952.341797
	Iteration 60F: 3 clusters Score -2436649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2436648.500000 Penalty: 4952.341797
	Iteration 61Q: 3 clusters Score -2436648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2436662.000000 Penalty: 4952.341797
	Iteration 62Q: 3 clusters Score -2436662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2436671.250000 Penalty: 4952.341797
	Iteration 63Q: 3 clusters Score -2436671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2436676.500000 Penalty: 4952.341797
	Iteration 64Q: 3 clusters Score -2436676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2436689.750000 Penalty: 4952.341797
	Iteration 65Q: 3 clusters Score -2436690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2436700.500000 Penalty: 4952.341797
	Iteration 66Q: 3 clusters Score -2436700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2436711.750000 Penalty: 4952.341797
	Iteration 67Q: 3 clusters Score -2436712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2436717.250000 Penalty: 4952.341797
	Iteration 68Q: 3 clusters Score -2436717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2436718.250000 Penalty: 4952.341797
	Iteration 69Q: 3 clusters Score -2436718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2436727.750000 Penalty: 4952.341797
	Iteration 70Q: 3 clusters Score -2436728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2436725.750000 Penalty: 4952.341797
	Iteration 71Q: 3 clusters Score -2436726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2436724.000000 Penalty: 4952.341797
	Iteration 72Q: 3 clusters Score -2436724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2436730.500000 Penalty: 4952.341797
	Iteration 73Q: 3 clusters Score -2436730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2436736.250000 Penalty: 4952.341797
	Iteration 74Q: 3 clusters Score -2436736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2436733.500000 Penalty: 4952.341797
	Iteration 75Q: 3 clusters Score -2436734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2436737.750000 Penalty: 4952.341797
	Iteration 76Q: 3 clusters Score -2436738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2436736.750000 Penalty: 4952.341797
	Iteration 77Q: 3 clusters Score -2436737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2436738.000000 Penalty: 4952.341797
	Iteration 78Q: 3 clusters Score -2436738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2436738.000000 Penalty: 4952.341797
	Iteration 79Q: 3 clusters Score -2436738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2436737.500000 Penalty: 4952.341797
	Iteration 80F: 3 clusters Score -2436738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2436742.750000 Penalty: 4952.341797
	Iteration 81Q: 3 clusters Score -2436743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2436737.250000 Penalty: 4952.341797
	Iteration 82Q: 3 clusters Score -2436737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2436740.750000 Penalty: 4952.341797
	Iteration 83Q: 3 clusters Score -2436741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2436743.500000 Penalty: 4952.341797
	Iteration 84Q: 3 clusters Score -2436744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2436745.750000 Penalty: 4952.341797
	Iteration 85Q: 3 clusters Score -2436746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2436749.000000 Penalty: 4952.341797
	Iteration 86Q: 3 clusters Score -2436749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2436745.250000 Penalty: 4952.341797
	Iteration 87Q: 3 clusters Score -2436745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2436752.500000 Penalty: 4952.341797
	Iteration 88Q: 3 clusters Score -2436752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2436748.250000 Penalty: 4952.341797
	Iteration 89Q: 3 clusters Score -2436748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2436754.000000 Penalty: 4952.341797
	Iteration 90Q: 3 clusters Score -2436754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2436758.750000 Penalty: 4952.341797
	Iteration 91Q: 3 clusters Score -2436759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2436760.750000 Penalty: 4952.341797
	Iteration 92Q: 3 clusters Score -2436761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2436765.500000 Penalty: 4952.341797
	Iteration 93Q: 3 clusters Score -2436766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2436769.000000 Penalty: 4952.341797
	Iteration 94Q: 3 clusters Score -2436769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2436775.000000 Penalty: 4952.341797
	Iteration 95Q: 3 clusters Score -2436775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2436768.750000 Penalty: 4952.341797
	Iteration 96Q: 3 clusters Score -2436769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2436773.750000 Penalty: 4952.341797
	Iteration 97Q: 3 clusters Score -2436774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2436772.500000 Penalty: 4952.341797
	Iteration 98Q: 3 clusters Score -2436772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2436777.000000 Penalty: 4952.341797
	Iteration 99Q: 3 clusters Score -2436777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2436781.250000 Penalty: 4952.341797
	Iteration 100F: 3 clusters Score -2436781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2436784.750000 Penalty: 4952.341797
	Iteration 101Q: 3 clusters Score -2436785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2436790.000000 Penalty: 4952.341797
	Iteration 102Q: 3 clusters Score -2436790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2436790.500000 Penalty: 4952.341797
	Iteration 103Q: 3 clusters Score -2436790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2436789.750000 Penalty: 4952.341797
	Iteration 104Q: 3 clusters Score -2436790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2436790.000000 Penalty: 4952.341797
	Iteration 105Q: 3 clusters Score -2436790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2436791.750000 Penalty: 4952.341797
	Iteration 106Q: 3 clusters Score -2436792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2436797.500000 Penalty: 4952.341797
	Iteration 107Q: 3 clusters Score -2436798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2436797.250000 Penalty: 4952.341797
	Iteration 108Q: 3 clusters Score -2436797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2436797.500000 Penalty: 4952.341797
	Iteration 109Q: 3 clusters Score -2436798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2436797.250000 Penalty: 4952.341797
	Iteration 110Q: 3 clusters Score -2436797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2436794.250000 Penalty: 4952.341797
	Iteration 111Q: 3 clusters Score -2436794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2436794.750000 Penalty: 4952.341797
	Iteration 112Q: 3 clusters Score -2436795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2436796.000000 Penalty: 4952.341797
	Iteration 113Q: 3 clusters Score -2436796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2436796.500000 Penalty: 4952.341797
	Iteration 114Q: 3 clusters Score -2436796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2436798.250000 Penalty: 4952.341797
	Iteration 115Q: 3 clusters Score -2436798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2436798.250000 Penalty: 4952.341797
	Iteration 116Q: 3 clusters Score -2436798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2436798.500000 Penalty: 4952.341797
	Iteration 117Q: 3 clusters Score -2436798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2436800.750000 Penalty: 4952.341797
	Iteration 118Q: 3 clusters Score -2436801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2436801.000000 Penalty: 4952.341797
	Iteration 119Q: 3 clusters Score -2436801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2436800.500000 Penalty: 4952.341797
	Iteration 120F: 3 clusters Score -2436800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Entering Unmasked Estep 
Score: -899132.375000 Penalty: 2218.054443
	Iteration 0F: 2 clusters Score -899132.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -892887.875000 Penalty: 4436.108887
	Iteration 0F: 3 clusters Score -892887.9 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -894640.000000 Penalty: 4436.108887
	Iteration 1F: 3 clusters Score -894640 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -894923.875000 Penalty: 4436.108887
	Iteration 2F: 3 clusters Score -894923.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -895174.312500 Penalty: 4436.108887
	Iteration 3F: 3 clusters Score -895174.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -895437.062500 Penalty: 4436.108887
	Iteration 4F: 3 clusters Score -895437.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -895737.062500 Penalty: 4436.108887
	Iteration 5F: 3 clusters Score -895737.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -896121.125000 Penalty: 4436.108887
	Iteration 6F: 3 clusters Score -896121.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -896608.000000 Penalty: 4436.108887
	Iteration 7F: 3 clusters Score -896608 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -897024.812500 Penalty: 4436.108887
	Iteration 8F: 3 clusters Score -897024.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -897329.125000 Penalty: 4436.108887
	Iteration 9Q: 3 clusters Score -897329.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -897518.875000 Penalty: 4436.108887
	Iteration 10Q: 3 clusters Score -897518.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -897669.125000 Penalty: 4436.108887
	Iteration 11Q: 3 clusters Score -897669.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -897760.500000 Penalty: 4436.108887
	Iteration 12Q: 3 clusters Score -897760.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -897832.187500 Penalty: 4436.108887
	Iteration 13Q: 3 clusters Score -897832.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -897883.437500 Penalty: 4436.108887
	Iteration 14Q: 3 clusters Score -897883.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -897925.625000 Penalty: 4436.108887
	Iteration 15Q: 3 clusters Score -897925.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -897949.312500 Penalty: 4436.108887
	Iteration 16Q: 3 clusters Score -897949.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -897965.062500 Penalty: 4436.108887
	Iteration 17Q: 3 clusters Score -897965.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -897975.812500 Penalty: 4436.108887
	Iteration 18Q: 3 clusters Score -897975.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -897982.375000 Penalty: 4436.108887
	Iteration 19Q: 3 clusters Score -897982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -897986.187500 Penalty: 4436.108887
	Iteration 20F: 3 clusters Score -897986.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -897993.312500 Penalty: 4436.108887
	Iteration 21Q: 3 clusters Score -897993.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -897999.687500 Penalty: 4436.108887
	Iteration 22Q: 3 clusters Score -897999.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -898005.375000 Penalty: 4436.108887
	Iteration 23Q: 3 clusters Score -898005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -898011.687500 Penalty: 4436.108887
	Iteration 24Q: 3 clusters Score -898011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -898015.750000 Penalty: 4436.108887
	Iteration 25Q: 3 clusters Score -898015.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -898018.187500 Penalty: 4436.108887
	Iteration 26Q: 3 clusters Score -898018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -898018.312500 Penalty: 4436.108887
	Iteration 27Q: 3 clusters Score -898018.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -898019.937500 Penalty: 4436.108887
	Iteration 28Q: 3 clusters Score -898019.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -898021.562500 Penalty: 4436.108887
	Iteration 29Q: 3 clusters Score -898021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -898025.125000 Penalty: 4436.108887
	Iteration 30Q: 3 clusters Score -898025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -898032.500000 Penalty: 4436.108887
	Iteration 31Q: 3 clusters Score -898032.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -898035.312500 Penalty: 4436.108887
	Iteration 32Q: 3 clusters Score -898035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -898038.250000 Penalty: 4436.108887
	Iteration 33Q: 3 clusters Score -898038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -898039.625000 Penalty: 4436.108887
	Iteration 34Q: 3 clusters Score -898039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -898042.312500 Penalty: 4436.108887
	Iteration 35Q: 3 clusters Score -898042.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -898046.437500 Penalty: 4436.108887
	Iteration 36Q: 3 clusters Score -898046.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -898053.250000 Penalty: 4436.108887
	Iteration 37Q: 3 clusters Score -898053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -898054.500000 Penalty: 4436.108887
	Iteration 38Q: 3 clusters Score -898054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -898058.375000 Penalty: 4436.108887
	Iteration 39Q: 3 clusters Score -898058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -898060.062500 Penalty: 4436.108887
	Iteration 40F: 3 clusters Score -898060.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -898068.500000 Penalty: 4436.108887
	Iteration 41Q: 3 clusters Score -898068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -898071.437500 Penalty: 4436.108887
	Iteration 42Q: 3 clusters Score -898071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -898071.875000 Penalty: 4436.108887
	Iteration 43Q: 3 clusters Score -898071.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -898075.812500 Penalty: 4436.108887
	Iteration 44Q: 3 clusters Score -898075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -898078.812500 Penalty: 4436.108887
	Iteration 45Q: 3 clusters Score -898078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -898078.937500 Penalty: 4436.108887
	Iteration 46Q: 3 clusters Score -898078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -898080.312500 Penalty: 4436.108887
	Iteration 47Q: 3 clusters Score -898080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -898085.312500 Penalty: 4436.108887
	Iteration 48Q: 3 clusters Score -898085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -898086.125000 Penalty: 4436.108887
	Iteration 49Q: 3 clusters Score -898086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -898086.125000 Penalty: 4436.108887
	Iteration 50F: 3 clusters Score -898086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168801 members 
Entering Unmasked Estep 
Score: -20232218.000000 Penalty: 2985.046143
	Iteration 0F: 2 clusters Score -2.023222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -20120332.000000 Penalty: 5970.092285
	Iteration 0F: 3 clusters Score -2.012033e+07 nChanged 80673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -20167988.000000 Penalty: 5970.092285
	Iteration 1F: 3 clusters Score -2.016799e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -20169610.000000 Penalty: 5970.092285
	Iteration 2Q: 3 clusters Score -2.016961e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -20171724.000000 Penalty: 5970.092285
	Iteration 3Q: 3 clusters Score -2.017172e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -20174342.000000 Penalty: 5970.092285
	Iteration 4Q: 3 clusters Score -2.017434e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -20177430.000000 Penalty: 5970.092285
	Iteration 5Q: 3 clusters Score -2.017743e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -20181112.000000 Penalty: 5970.092285
	Iteration 6Q: 3 clusters Score -2.018111e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -20185538.000000 Penalty: 5970.092285
	Iteration 7F: 3 clusters Score -2.018554e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -20190888.000000 Penalty: 5970.092285
	Iteration 8F: 3 clusters Score -2.019089e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -20196638.000000 Penalty: 5970.092285
	Iteration 9F: 3 clusters Score -2.019664e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -20202398.000000 Penalty: 5970.092285
	Iteration 10F: 3 clusters Score -2.02024e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -20207766.000000 Penalty: 5970.092285
	Iteration 11Q: 3 clusters Score -2.020777e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -20211942.000000 Penalty: 5970.092285
	Iteration 12Q: 3 clusters Score -2.021194e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118929 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -20214960.000000 Penalty: 5970.092285
	Iteration 13Q: 3 clusters Score -2.021496e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120465 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -20216746.000000 Penalty: 5970.092285
	Iteration 14Q: 3 clusters Score -2.021675e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121732 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -20217728.000000 Penalty: 5970.092285
	Iteration 15Q: 3 clusters Score -2.021773e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122923 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -20218504.000000 Penalty: 5970.092285
	Iteration 16Q: 3 clusters Score -2.02185e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124066 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -20219222.000000 Penalty: 5970.092285
	Iteration 17Q: 3 clusters Score -2.021922e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -20219804.000000 Penalty: 5970.092285
	Iteration 18Q: 3 clusters Score -2.02198e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -20220516.000000 Penalty: 5970.092285
	Iteration 19Q: 3 clusters Score -2.022052e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -20221298.000000 Penalty: 5970.092285
	Iteration 20F: 3 clusters Score -2.02213e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -20221956.000000 Penalty: 5970.092285
	Iteration 21Q: 3 clusters Score -2.022196e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -20222700.000000 Penalty: 5970.092285
	Iteration 22Q: 3 clusters Score -2.02227e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131168 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -20223270.000000 Penalty: 5970.092285
	Iteration 23Q: 3 clusters Score -2.022327e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -20223750.000000 Penalty: 5970.092285
	Iteration 24Q: 3 clusters Score -2.022375e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133378 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -20224084.000000 Penalty: 5970.092285
	Iteration 25Q: 3 clusters Score -2.022408e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134375 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -20224306.000000 Penalty: 5970.092285
	Iteration 26Q: 3 clusters Score -2.022431e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135343 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -20224570.000000 Penalty: 5970.092285
	Iteration 27Q: 3 clusters Score -2.022457e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136313 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -20224864.000000 Penalty: 5970.092285
	Iteration 28Q: 3 clusters Score -2.022486e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137301 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -20225174.000000 Penalty: 5970.092285
	Iteration 29Q: 3 clusters Score -2.022517e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138267 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -20225320.000000 Penalty: 5970.092285
	Iteration 30Q: 3 clusters Score -2.022532e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -20225462.000000 Penalty: 5970.092285
	Iteration 31Q: 3 clusters Score -2.022546e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140190 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -20225732.000000 Penalty: 5970.092285
	Iteration 32Q: 3 clusters Score -2.022573e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141153 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -20225960.000000 Penalty: 5970.092285
	Iteration 33Q: 3 clusters Score -2.022596e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142106 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -20226100.000000 Penalty: 5970.092285
	Iteration 34Q: 3 clusters Score -2.02261e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143036 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -20226314.000000 Penalty: 5970.092285
	Iteration 35Q: 3 clusters Score -2.022631e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143918 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -20226476.000000 Penalty: 5970.092285
	Iteration 36Q: 3 clusters Score -2.022648e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144875 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -20226722.000000 Penalty: 5970.092285
	Iteration 37Q: 3 clusters Score -2.022672e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145809 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -20226914.000000 Penalty: 5970.092285
	Iteration 38Q: 3 clusters Score -2.022691e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146730 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -20227044.000000 Penalty: 5970.092285
	Iteration 39Q: 3 clusters Score -2.022704e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147580 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -20227258.000000 Penalty: 5970.092285
	Iteration 40F: 3 clusters Score -2.022726e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148371 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -20227416.000000 Penalty: 5970.092285
	Iteration 41Q: 3 clusters Score -2.022742e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -20227556.000000 Penalty: 5970.092285
	Iteration 42Q: 3 clusters Score -2.022756e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -20227632.000000 Penalty: 5970.092285
	Iteration 43Q: 3 clusters Score -2.022763e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150605 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -20227740.000000 Penalty: 5970.092285
	Iteration 44Q: 3 clusters Score -2.022774e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -20227922.000000 Penalty: 5970.092285
	Iteration 45Q: 3 clusters Score -2.022792e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -20228142.000000 Penalty: 5970.092285
	Iteration 46Q: 3 clusters Score -2.022814e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152930 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -20228230.000000 Penalty: 5970.092285
	Iteration 47Q: 3 clusters Score -2.022823e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -20228430.000000 Penalty: 5970.092285
	Iteration 48Q: 3 clusters Score -2.022843e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154393 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -20228550.000000 Penalty: 5970.092285
	Iteration 49Q: 3 clusters Score -2.022855e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -20228734.000000 Penalty: 5970.092285
	Iteration 50Q: 3 clusters Score -2.022873e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -20228862.000000 Penalty: 5970.092285
	Iteration 51Q: 3 clusters Score -2.022886e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -20229000.000000 Penalty: 5970.092285
	Iteration 52Q: 3 clusters Score -2.0229e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156762 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -20229052.000000 Penalty: 5970.092285
	Iteration 53Q: 3 clusters Score -2.022905e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -20229110.000000 Penalty: 5970.092285
	Iteration 54Q: 3 clusters Score -2.022911e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -20229212.000000 Penalty: 5970.092285
	Iteration 55Q: 3 clusters Score -2.022921e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -20229238.000000 Penalty: 5970.092285
	Iteration 56Q: 3 clusters Score -2.022924e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -20229290.000000 Penalty: 5970.092285
	Iteration 57Q: 3 clusters Score -2.022929e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158764 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -20229314.000000 Penalty: 5970.092285
	Iteration 58Q: 3 clusters Score -2.022931e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -20229362.000000 Penalty: 5970.092285
	Iteration 59Q: 3 clusters Score -2.022936e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159404 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -20229364.000000 Penalty: 5970.092285
	Iteration 60F: 3 clusters Score -2.022936e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -20229440.000000 Penalty: 5970.092285
	Iteration 61Q: 3 clusters Score -2.022944e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -20229438.000000 Penalty: 5970.092285
	Iteration 62Q: 3 clusters Score -2.022944e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -20229476.000000 Penalty: 5970.092285
	Iteration 63Q: 3 clusters Score -2.022948e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160514 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -20229494.000000 Penalty: 5970.092285
	Iteration 64Q: 3 clusters Score -2.022949e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160775 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -20229526.000000 Penalty: 5970.092285
	Iteration 65Q: 3 clusters Score -2.022953e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -20229560.000000 Penalty: 5970.092285
	Iteration 66Q: 3 clusters Score -2.022956e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161253 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -20229600.000000 Penalty: 5970.092285
	Iteration 67Q: 3 clusters Score -2.02296e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161454 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -20229636.000000 Penalty: 5970.092285
	Iteration 68Q: 3 clusters Score -2.022964e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -20229724.000000 Penalty: 5970.092285
	Iteration 69Q: 3 clusters Score -2.022972e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161837 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -20229788.000000 Penalty: 5970.092285
	Iteration 70Q: 3 clusters Score -2.022979e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162009 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -20229766.000000 Penalty: 5970.092285
	Iteration 71Q: 3 clusters Score -2.022977e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162183 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -20229726.000000 Penalty: 5970.092285
	Iteration 72Q: 3 clusters Score -2.022973e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162347 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -20229744.000000 Penalty: 5970.092285
	Iteration 73Q: 3 clusters Score -2.022974e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162510 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -20229742.000000 Penalty: 5970.092285
	Iteration 74Q: 3 clusters Score -2.022974e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162642 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -20229782.000000 Penalty: 5970.092285
	Iteration 75Q: 3 clusters Score -2.022978e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -20229800.000000 Penalty: 5970.092285
	Iteration 76Q: 3 clusters Score -2.02298e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -20229828.000000 Penalty: 5970.092285
	Iteration 77Q: 3 clusters Score -2.022983e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -20229804.000000 Penalty: 5970.092285
	Iteration 78Q: 3 clusters Score -2.02298e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -20229808.000000 Penalty: 5970.092285
	Iteration 79Q: 3 clusters Score -2.022981e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163165 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -20229834.000000 Penalty: 5970.092285
	Iteration 80F: 3 clusters Score -2.022983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163225 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -20229796.000000 Penalty: 5970.092285
	Iteration 81Q: 3 clusters Score -2.02298e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -20229808.000000 Penalty: 5970.092285
	Iteration 82Q: 3 clusters Score -2.022981e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163356 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -20229808.000000 Penalty: 5970.092285
	Iteration 83Q: 3 clusters Score -2.022981e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -20229820.000000 Penalty: 5970.092285
	Iteration 84Q: 3 clusters Score -2.022982e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -20229778.000000 Penalty: 5970.092285
	Iteration 85Q: 3 clusters Score -2.022978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163521 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -20229806.000000 Penalty: 5970.092285
	Iteration 86Q: 3 clusters Score -2.022981e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -20229804.000000 Penalty: 5970.092285
	Iteration 87Q: 3 clusters Score -2.02298e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -20229808.000000 Penalty: 5970.092285
	Iteration 88Q: 3 clusters Score -2.022981e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -20229836.000000 Penalty: 5970.092285
	Iteration 89Q: 3 clusters Score -2.022984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163723 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -20229836.000000 Penalty: 5970.092285
	Iteration 90Q: 3 clusters Score -2.022984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163762 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -20229814.000000 Penalty: 5970.092285
	Iteration 91Q: 3 clusters Score -2.022981e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -20229828.000000 Penalty: 5970.092285
	Iteration 92Q: 3 clusters Score -2.022983e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -20229844.000000 Penalty: 5970.092285
	Iteration 93Q: 3 clusters Score -2.022984e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -20229860.000000 Penalty: 5970.092285
	Iteration 94Q: 3 clusters Score -2.022986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -20229904.000000 Penalty: 5970.092285
	Iteration 95Q: 3 clusters Score -2.02299e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -20229916.000000 Penalty: 5970.092285
	Iteration 96Q: 3 clusters Score -2.022992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -20229918.000000 Penalty: 5970.092285
	Iteration 97Q: 3 clusters Score -2.022992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164109 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -20229912.000000 Penalty: 5970.092285
	Iteration 98Q: 3 clusters Score -2.022991e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -20229920.000000 Penalty: 5970.092285
	Iteration 99Q: 3 clusters Score -2.022992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -20229908.000000 Penalty: 5970.092285
	Iteration 100F: 3 clusters Score -2.022991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -20229890.000000 Penalty: 5970.092285
	Iteration 101Q: 3 clusters Score -2.022989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -20229892.000000 Penalty: 5970.092285
	Iteration 102Q: 3 clusters Score -2.022989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -20229880.000000 Penalty: 5970.092285
	Iteration 103Q: 3 clusters Score -2.022988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164274 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -20229902.000000 Penalty: 5970.092285
	Iteration 104Q: 3 clusters Score -2.02299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164294 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -20229900.000000 Penalty: 5970.092285
	Iteration 105Q: 3 clusters Score -2.02299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -20229902.000000 Penalty: 5970.092285
	Iteration 106Q: 3 clusters Score -2.02299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -20229904.000000 Penalty: 5970.092285
	Iteration 107Q: 3 clusters Score -2.02299e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -20229902.000000 Penalty: 5970.092285
	Iteration 108Q: 3 clusters Score -2.02299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -20229934.000000 Penalty: 5970.092285
	Iteration 109Q: 3 clusters Score -2.022993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -20229912.000000 Penalty: 5970.092285
	Iteration 110Q: 3 clusters Score -2.022991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -20229948.000000 Penalty: 5970.092285
	Iteration 111Q: 3 clusters Score -2.022995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164508 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -20229938.000000 Penalty: 5970.092285
	Iteration 112Q: 3 clusters Score -2.022994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164536 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -20229956.000000 Penalty: 5970.092285
	Iteration 113Q: 3 clusters Score -2.022996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -20229966.000000 Penalty: 5970.092285
	Iteration 114Q: 3 clusters Score -2.022997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164578 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -20229954.000000 Penalty: 5970.092285
	Iteration 115Q: 3 clusters Score -2.022995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164605 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -20229976.000000 Penalty: 5970.092285
	Iteration 116Q: 3 clusters Score -2.022998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164627 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -20229982.000000 Penalty: 5970.092285
	Iteration 117Q: 3 clusters Score -2.022998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -20229984.000000 Penalty: 5970.092285
	Iteration 118Q: 3 clusters Score -2.022998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164672 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -20229976.000000 Penalty: 5970.092285
	Iteration 119Q: 3 clusters Score -2.022998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -20229984.000000 Penalty: 5970.092285
	Iteration 120F: 3 clusters Score -2.022998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164711 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -20229986.000000 Penalty: 5970.092285
	Iteration 121Q: 3 clusters Score -2.022999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -20230004.000000 Penalty: 5970.092285
	Iteration 122Q: 3 clusters Score -2.023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -20230012.000000 Penalty: 5970.092285
	Iteration 123Q: 3 clusters Score -2.023001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -20230024.000000 Penalty: 5970.092285
	Iteration 124Q: 3 clusters Score -2.023002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164783 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -20230028.000000 Penalty: 5970.092285
	Iteration 125Q: 3 clusters Score -2.023003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164802 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -20230002.000000 Penalty: 5970.092285
	Iteration 126Q: 3 clusters Score -2.023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164816 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -20230030.000000 Penalty: 5970.092285
	Iteration 127Q: 3 clusters Score -2.023003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -20230026.000000 Penalty: 5970.092285
	Iteration 128Q: 3 clusters Score -2.023003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -20230024.000000 Penalty: 5970.092285
	Iteration 129Q: 3 clusters Score -2.023002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -20230024.000000 Penalty: 5970.092285
	Iteration 130Q: 3 clusters Score -2.023002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -20230020.000000 Penalty: 5970.092285
	Iteration 131Q: 3 clusters Score -2.023002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164868 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -20230032.000000 Penalty: 5970.092285
	Iteration 132Q: 3 clusters Score -2.023003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164876 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -20230008.000000 Penalty: 5970.092285
	Iteration 133Q: 3 clusters Score -2.023001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164879 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -20230010.000000 Penalty: 5970.092285
	Iteration 134Q: 3 clusters Score -2.023001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164886 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -20230008.000000 Penalty: 5970.092285
	Iteration 135Q: 3 clusters Score -2.023001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -20230012.000000 Penalty: 5970.092285
	Iteration 136Q: 3 clusters Score -2.023001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164903 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -20230024.000000 Penalty: 5970.092285
	Iteration 137Q: 3 clusters Score -2.023002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -20230030.000000 Penalty: 5970.092285
	Iteration 138Q: 3 clusters Score -2.023003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -20230028.000000 Penalty: 5970.092285
	Iteration 139Q: 3 clusters Score -2.023003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -20230018.000000 Penalty: 5970.092285
	Iteration 140F: 3 clusters Score -2.023002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -20230018.000000 Penalty: 5970.092285
	Iteration 141Q: 3 clusters Score -2.023002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164962 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -20230024.000000 Penalty: 5970.092285
	Iteration 142Q: 3 clusters Score -2.023002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164975 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -20229998.000000 Penalty: 5970.092285
	Iteration 143Q: 3 clusters Score -2.023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164982 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -20230000.000000 Penalty: 5970.092285
	Iteration 144Q: 3 clusters Score -2.023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164989 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -20230008.000000 Penalty: 5970.092285
	Iteration 145Q: 3 clusters Score -2.023001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164999 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -20229992.000000 Penalty: 5970.092285
	Iteration 146Q: 3 clusters Score -2.022999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -20230002.000000 Penalty: 5970.092285
	Iteration 147Q: 3 clusters Score -2.023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165018 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -20230008.000000 Penalty: 5970.092285
	Iteration 148Q: 3 clusters Score -2.023001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165024 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -20230002.000000 Penalty: 5970.092285
	Iteration 149Q: 3 clusters Score -2.023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165029 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -20230012.000000 Penalty: 5970.092285
	Iteration 150Q: 3 clusters Score -2.023001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -20230018.000000 Penalty: 5970.092285
	Iteration 151Q: 3 clusters Score -2.023002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165051 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -20230020.000000 Penalty: 5970.092285
	Iteration 152Q: 3 clusters Score -2.023002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -20230006.000000 Penalty: 5970.092285
	Iteration 153Q: 3 clusters Score -2.023001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -20230000.000000 Penalty: 5970.092285
	Iteration 154Q: 3 clusters Score -2.023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -20229998.000000 Penalty: 5970.092285
	Iteration 155Q: 3 clusters Score -2.023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -20230004.000000 Penalty: 5970.092285
	Iteration 156Q: 3 clusters Score -2.023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -20230006.000000 Penalty: 5970.092285
	Iteration 157Q: 3 clusters Score -2.023001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165084 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20230012.000000 Penalty: 5970.092285
	Iteration 158Q: 3 clusters Score -2.023001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -20230008.000000 Penalty: 5970.092285
	Iteration 159Q: 3 clusters Score -2.023001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -20230014.000000 Penalty: 5970.092285
	Iteration 160F: 3 clusters Score -2.023001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -28885.615234 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -28885.62 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 136 members 
Entering Unmasked Estep 
Score: -27663.449219 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -27663.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27774.298828 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -27774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27832.992188 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -27832.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27896.535156 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -27896.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27932.652344 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -27932.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27947.882812 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -27947.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28057.511719 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -28057.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28075.029297 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -28075.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28107.134766 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -28107.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28109.970703 Penalty: 2803.634521
	Iteration 9Q: 3 clusters Score -28109.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28120.386719 Penalty: 2803.634521
	Iteration 10Q: 3 clusters Score -28120.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28130.814453 Penalty: 2803.634521
	Iteration 11Q: 3 clusters Score -28130.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28178.806641 Penalty: 2803.634521
	Iteration 12Q: 3 clusters Score -28178.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28225.314453 Penalty: 2803.634521
	Iteration 13Q: 3 clusters Score -28225.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28273.597656 Penalty: 2803.634521
	Iteration 14Q: 3 clusters Score -28273.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28322.779297 Penalty: 2803.634521
	Iteration 15Q: 3 clusters Score -28322.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28343.062500 Penalty: 2803.634521
	Iteration 16Q: 3 clusters Score -28343.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28365.417969 Penalty: 2803.634521
	Iteration 17Q: 3 clusters Score -28365.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28388.732422 Penalty: 2803.634521
	Iteration 18Q: 3 clusters Score -28388.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28445.736328 Penalty: 2803.634521
	Iteration 19Q: 3 clusters Score -28445.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28497.160156 Penalty: 2803.634521
	Iteration 20F: 3 clusters Score -28497.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28525.199219 Penalty: 2803.634521
	Iteration 21Q: 3 clusters Score -28525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28535.328125 Penalty: 2803.634521
	Iteration 22Q: 3 clusters Score -28535.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28535.328125 Penalty: 2803.634521
	Iteration 23F: 3 clusters Score -28535.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Entering Unmasked Estep 
Score: -13124117.000000 Penalty: 2880.038818
	Iteration 0F: 2 clusters Score -1.312412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -13050321.000000 Penalty: 5760.077637
	Iteration 0F: 3 clusters Score -1.305032e+07 nChanged 52487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -13080814.000000 Penalty: 5760.077637
	Iteration 1F: 3 clusters Score -1.308081e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -13082298.000000 Penalty: 5760.077637
	Iteration 2Q: 3 clusters Score -1.30823e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -13084203.000000 Penalty: 5760.077637
	Iteration 3Q: 3 clusters Score -1.30842e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -13087224.000000 Penalty: 5760.077637
	Iteration 4F: 3 clusters Score -1.308722e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -13092104.000000 Penalty: 5760.077637
	Iteration 5F: 3 clusters Score -1.30921e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -13098215.000000 Penalty: 5760.077637
	Iteration 6F: 3 clusters Score -1.309822e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -13104777.000000 Penalty: 5760.077637
	Iteration 7F: 3 clusters Score -1.310478e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -13110583.000000 Penalty: 5760.077637
	Iteration 8F: 3 clusters Score -1.311058e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -13114970.000000 Penalty: 5760.077637
	Iteration 9Q: 3 clusters Score -1.311497e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104428 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -13117717.000000 Penalty: 5760.077637
	Iteration 10Q: 3 clusters Score -1.311772e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -13119426.000000 Penalty: 5760.077637
	Iteration 11Q: 3 clusters Score -1.311943e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13120456.000000 Penalty: 5760.077637
	Iteration 12Q: 3 clusters Score -1.312046e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13120977.000000 Penalty: 5760.077637
	Iteration 13Q: 3 clusters Score -1.312098e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13121297.000000 Penalty: 5760.077637
	Iteration 14Q: 3 clusters Score -1.31213e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13121516.000000 Penalty: 5760.077637
	Iteration 15Q: 3 clusters Score -1.312152e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13121678.000000 Penalty: 5760.077637
	Iteration 16Q: 3 clusters Score -1.312168e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109430 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13121838.000000 Penalty: 5760.077637
	Iteration 17Q: 3 clusters Score -1.312184e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -13121881.000000 Penalty: 5760.077637
	Iteration 18Q: 3 clusters Score -1.312188e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13121934.000000 Penalty: 5760.077637
	Iteration 19Q: 3 clusters Score -1.312193e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13122001.000000 Penalty: 5760.077637
	Iteration 20F: 3 clusters Score -1.3122e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13122081.000000 Penalty: 5760.077637
	Iteration 21Q: 3 clusters Score -1.312208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13122133.000000 Penalty: 5760.077637
	Iteration 22Q: 3 clusters Score -1.312213e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13122176.000000 Penalty: 5760.077637
	Iteration 23Q: 3 clusters Score -1.312218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13122210.000000 Penalty: 5760.077637
	Iteration 24Q: 3 clusters Score -1.312221e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13122232.000000 Penalty: 5760.077637
	Iteration 25Q: 3 clusters Score -1.312223e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13122288.000000 Penalty: 5760.077637
	Iteration 26Q: 3 clusters Score -1.312229e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13122308.000000 Penalty: 5760.077637
	Iteration 27Q: 3 clusters Score -1.312231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109610 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13122310.000000 Penalty: 5760.077637
	Iteration 28Q: 3 clusters Score -1.312231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13122328.000000 Penalty: 5760.077637
	Iteration 29Q: 3 clusters Score -1.312233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13122331.000000 Penalty: 5760.077637
	Iteration 30Q: 3 clusters Score -1.312233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13122337.000000 Penalty: 5760.077637
	Iteration 31Q: 3 clusters Score -1.312234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109624 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13122336.000000 Penalty: 5760.077637
	Iteration 32Q: 3 clusters Score -1.312234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13122326.000000 Penalty: 5760.077637
	Iteration 33Q: 3 clusters Score -1.312233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13122334.000000 Penalty: 5760.077637
	Iteration 34Q: 3 clusters Score -1.312233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13122348.000000 Penalty: 5760.077637
	Iteration 35Q: 3 clusters Score -1.312235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13122347.000000 Penalty: 5760.077637
	Iteration 36Q: 3 clusters Score -1.312235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13122347.000000 Penalty: 5760.077637
	Iteration 37Q: 3 clusters Score -1.312235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13122349.000000 Penalty: 5760.077637
	Iteration 38Q: 3 clusters Score -1.312235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13122349.000000 Penalty: 5760.077637
	Iteration 39F: 3 clusters Score -1.312235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Entering Unmasked Estep 
Score: -3344535.000000 Penalty: 2547.767578
	Iteration 0F: 2 clusters Score -3344535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3324663.250000 Penalty: 5095.535156
	Iteration 0F: 3 clusters Score -3324663 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3331719.250000 Penalty: 5095.535156
	Iteration 1F: 3 clusters Score -3331719 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3332197.250000 Penalty: 5095.535156
	Iteration 2Q: 3 clusters Score -3332197 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3332563.750000 Penalty: 5095.535156
	Iteration 3Q: 3 clusters Score -3332564 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3332921.000000 Penalty: 5095.535156
	Iteration 4Q: 3 clusters Score -3332921 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3333267.000000 Penalty: 5095.535156
	Iteration 5Q: 3 clusters Score -3333267 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3333594.250000 Penalty: 5095.535156
	Iteration 6Q: 3 clusters Score -3333594 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3333958.250000 Penalty: 5095.535156
	Iteration 7Q: 3 clusters Score -3333958 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3334528.000000 Penalty: 5095.535156
	Iteration 8Q: 3 clusters Score -3334528 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3335294.000000 Penalty: 5095.535156
	Iteration 9Q: 3 clusters Score -3335294 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3336279.750000 Penalty: 5095.535156
	Iteration 10F: 3 clusters Score -3336280 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3337539.000000 Penalty: 5095.535156
	Iteration 11F: 3 clusters Score -3337539 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3338975.000000 Penalty: 5095.535156
	Iteration 12F: 3 clusters Score -3338975 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3340169.250000 Penalty: 5095.535156
	Iteration 13Q: 3 clusters Score -3340169 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3341095.500000 Penalty: 5095.535156
	Iteration 14Q: 3 clusters Score -3341096 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3341650.750000 Penalty: 5095.535156
	Iteration 15Q: 3 clusters Score -3341651 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3341991.750000 Penalty: 5095.535156
	Iteration 16Q: 3 clusters Score -3341992 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3342167.750000 Penalty: 5095.535156
	Iteration 17Q: 3 clusters Score -3342168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3342259.250000 Penalty: 5095.535156
	Iteration 18Q: 3 clusters Score -3342259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3342314.250000 Penalty: 5095.535156
	Iteration 19Q: 3 clusters Score -3342314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3342344.250000 Penalty: 5095.535156
	Iteration 20F: 3 clusters Score -3342344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3342379.250000 Penalty: 5095.535156
	Iteration 21Q: 3 clusters Score -3342379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3342406.750000 Penalty: 5095.535156
	Iteration 22Q: 3 clusters Score -3342407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3342426.500000 Penalty: 5095.535156
	Iteration 23Q: 3 clusters Score -3342426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3342440.250000 Penalty: 5095.535156
	Iteration 24Q: 3 clusters Score -3342440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3342452.000000 Penalty: 5095.535156
	Iteration 25Q: 3 clusters Score -3342452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3342458.250000 Penalty: 5095.535156
	Iteration 26Q: 3 clusters Score -3342458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3342456.750000 Penalty: 5095.535156
	Iteration 27Q: 3 clusters Score -3342457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3342457.500000 Penalty: 5095.535156
	Iteration 28Q: 3 clusters Score -3342458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3342457.500000 Penalty: 5095.535156
	Iteration 29F: 3 clusters Score -3342458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (242709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242709 members 
Entering Unmasked Estep 
Score: -28468290.000000 Penalty: 3075.105225
	Iteration 0F: 2 clusters Score -2.846829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 120881 members 
Entering Unmasked Estep 
Score: -28305450.000000 Penalty: 6150.210449
	Iteration 0F: 3 clusters Score -2.830545e+07 nChanged 117270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130786 members 
Mstep: Class 2 contains 111923 members 
Entering Unmasked Estep 
Score: -28374728.000000 Penalty: 6150.210449
	Iteration 1F: 3 clusters Score -2.837473e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136530 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -28376782.000000 Penalty: 6150.210449
	Iteration 2Q: 3 clusters Score -2.837678e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145442 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -28380692.000000 Penalty: 6150.210449
	Iteration 3Q: 3 clusters Score -2.838069e+07 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -28387908.000000 Penalty: 6150.210449
	Iteration 4F: 3 clusters Score -2.838791e+07 nChanged 18710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -28401636.000000 Penalty: 6150.210449
	Iteration 5F: 3 clusters Score -2.840164e+07 nChanged 22911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200121 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -28422236.000000 Penalty: 6150.210449
	Iteration 6F: 3 clusters Score -2.842224e+07 nChanged 21714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221825 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -28444436.000000 Penalty: 6150.210449
	Iteration 7F: 3 clusters Score -2.844444e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235517 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -28458530.000000 Penalty: 6150.210449
	Iteration 8F: 3 clusters Score -2.845853e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -28463616.000000 Penalty: 6150.210449
	Iteration 9Q: 3 clusters Score -2.846362e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242169 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -28464942.000000 Penalty: 6150.210449
	Iteration 10Q: 3 clusters Score -2.846494e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242432 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28465278.000000 Penalty: 6150.210449
	Iteration 11Q: 3 clusters Score -2.846528e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242491 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28465406.000000 Penalty: 6150.210449
	Iteration 12Q: 3 clusters Score -2.846541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242507 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28465448.000000 Penalty: 6150.210449
	Iteration 13Q: 3 clusters Score -2.846545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242514 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28465482.000000 Penalty: 6150.210449
	Iteration 14Q: 3 clusters Score -2.846548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242518 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28465494.000000 Penalty: 6150.210449
	Iteration 15Q: 3 clusters Score -2.846549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242519 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28465504.000000 Penalty: 6150.210449
	Iteration 16Q: 3 clusters Score -2.84655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242522 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28465514.000000 Penalty: 6150.210449
	Iteration 17Q: 3 clusters Score -2.846551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242524 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28465504.000000 Penalty: 6150.210449
	Iteration 18Q: 3 clusters Score -2.84655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242526 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28465516.000000 Penalty: 6150.210449
	Iteration 19Q: 3 clusters Score -2.846552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242528 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28465524.000000 Penalty: 6150.210449
	Iteration 20F: 3 clusters Score -2.846552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242529 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28465514.000000 Penalty: 6150.210449
	Iteration 21Q: 3 clusters Score -2.846551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242530 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28465516.000000 Penalty: 6150.210449
	Iteration 22Q: 3 clusters Score -2.846552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242530 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28465516.000000 Penalty: 6150.210449
	Iteration 23F: 3 clusters Score -2.846552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Entering Unmasked Estep 
Score: -2986127.500000 Penalty: 2527.812744
	Iteration 0F: 2 clusters Score -2986128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2967753.250000 Penalty: 5055.625488
	Iteration 0F: 3 clusters Score -2967753 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2974465.750000 Penalty: 5055.625488
	Iteration 1F: 3 clusters Score -2974466 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2975105.500000 Penalty: 5055.625488
	Iteration 2F: 3 clusters Score -2975106 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2975693.000000 Penalty: 5055.625488
	Iteration 3F: 3 clusters Score -2975693 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2976320.250000 Penalty: 5055.625488
	Iteration 4F: 3 clusters Score -2976320 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2977035.000000 Penalty: 5055.625488
	Iteration 5F: 3 clusters Score -2977035 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2977829.500000 Penalty: 5055.625488
	Iteration 6F: 3 clusters Score -2977830 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2978699.750000 Penalty: 5055.625488
	Iteration 7F: 3 clusters Score -2978700 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2979601.500000 Penalty: 5055.625488
	Iteration 8F: 3 clusters Score -2979602 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2980515.500000 Penalty: 5055.625488
	Iteration 9F: 3 clusters Score -2980516 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2981339.750000 Penalty: 5055.625488
	Iteration 10Q: 3 clusters Score -2981340 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2982000.500000 Penalty: 5055.625488
	Iteration 11Q: 3 clusters Score -2982000 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2982426.750000 Penalty: 5055.625488
	Iteration 12Q: 3 clusters Score -2982427 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2982727.500000 Penalty: 5055.625488
	Iteration 13Q: 3 clusters Score -2982728 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2982919.500000 Penalty: 5055.625488
	Iteration 14Q: 3 clusters Score -2982920 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2983112.000000 Penalty: 5055.625488
	Iteration 15Q: 3 clusters Score -2983112 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2983271.250000 Penalty: 5055.625488
	Iteration 16Q: 3 clusters Score -2983271 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2983397.250000 Penalty: 5055.625488
	Iteration 17Q: 3 clusters Score -2983397 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2983499.500000 Penalty: 5055.625488
	Iteration 18Q: 3 clusters Score -2983500 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2983565.500000 Penalty: 5055.625488
	Iteration 19Q: 3 clusters Score -2983566 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2983613.250000 Penalty: 5055.625488
	Iteration 20F: 3 clusters Score -2983613 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2983644.500000 Penalty: 5055.625488
	Iteration 21Q: 3 clusters Score -2983644 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2983696.750000 Penalty: 5055.625488
	Iteration 22Q: 3 clusters Score -2983697 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2983730.750000 Penalty: 5055.625488
	Iteration 23Q: 3 clusters Score -2983731 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2983743.750000 Penalty: 5055.625488
	Iteration 24Q: 3 clusters Score -2983744 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2983747.250000 Penalty: 5055.625488
	Iteration 25Q: 3 clusters Score -2983747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2983763.750000 Penalty: 5055.625488
	Iteration 26Q: 3 clusters Score -2983764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2983781.750000 Penalty: 5055.625488
	Iteration 27Q: 3 clusters Score -2983782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2983778.750000 Penalty: 5055.625488
	Iteration 28Q: 3 clusters Score -2983779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2983785.250000 Penalty: 5055.625488
	Iteration 29Q: 3 clusters Score -2983785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2983781.750000 Penalty: 5055.625488
	Iteration 30Q: 3 clusters Score -2983782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2983786.000000 Penalty: 5055.625488
	Iteration 31Q: 3 clusters Score -2983786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2983789.000000 Penalty: 5055.625488
	Iteration 32Q: 3 clusters Score -2983789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2983800.500000 Penalty: 5055.625488
	Iteration 33Q: 3 clusters Score -2983800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2983808.500000 Penalty: 5055.625488
	Iteration 34Q: 3 clusters Score -2983808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2983808.500000 Penalty: 5055.625488
	Iteration 35Q: 3 clusters Score -2983808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2983813.500000 Penalty: 5055.625488
	Iteration 36Q: 3 clusters Score -2983814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2983801.750000 Penalty: 5055.625488
	Iteration 37Q: 3 clusters Score -2983802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2983807.500000 Penalty: 5055.625488
	Iteration 38Q: 3 clusters Score -2983808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2983806.750000 Penalty: 5055.625488
	Iteration 39Q: 3 clusters Score -2983807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2983810.750000 Penalty: 5055.625488
	Iteration 40F: 3 clusters Score -2983811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2983814.750000 Penalty: 5055.625488
	Iteration 41Q: 3 clusters Score -2983815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2983821.500000 Penalty: 5055.625488
	Iteration 42Q: 3 clusters Score -2983822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2983817.250000 Penalty: 5055.625488
	Iteration 43Q: 3 clusters Score -2983817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2983817.000000 Penalty: 5055.625488
	Iteration 44Q: 3 clusters Score -2983817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2983822.500000 Penalty: 5055.625488
	Iteration 45Q: 3 clusters Score -2983822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2983821.500000 Penalty: 5055.625488
	Iteration 46Q: 3 clusters Score -2983822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2983815.750000 Penalty: 5055.625488
	Iteration 47Q: 3 clusters Score -2983816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2983813.750000 Penalty: 5055.625488
	Iteration 48Q: 3 clusters Score -2983814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2983811.750000 Penalty: 5055.625488
	Iteration 49Q: 3 clusters Score -2983812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2983818.500000 Penalty: 5055.625488
	Iteration 50Q: 3 clusters Score -2983818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2983820.500000 Penalty: 5055.625488
	Iteration 51Q: 3 clusters Score -2983820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2983823.000000 Penalty: 5055.625488
	Iteration 52Q: 3 clusters Score -2983823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2983818.500000 Penalty: 5055.625488
	Iteration 53Q: 3 clusters Score -2983818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2983821.500000 Penalty: 5055.625488
	Iteration 54Q: 3 clusters Score -2983822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2983826.000000 Penalty: 5055.625488
	Iteration 55Q: 3 clusters Score -2983826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2983822.250000 Penalty: 5055.625488
	Iteration 56Q: 3 clusters Score -2983822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2983822.000000 Penalty: 5055.625488
	Iteration 57Q: 3 clusters Score -2983822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2983824.000000 Penalty: 5055.625488
	Iteration 58Q: 3 clusters Score -2983824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2983824.000000 Penalty: 5055.625488
	Iteration 59Q: 3 clusters Score -2983824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2983823.250000 Penalty: 5055.625488
	Iteration 60F: 3 clusters Score -2983823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2983822.500000 Penalty: 5055.625488
	Iteration 61Q: 3 clusters Score -2983822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2983820.750000 Penalty: 5055.625488
	Iteration 62Q: 3 clusters Score -2983821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2983817.750000 Penalty: 5055.625488
	Iteration 63Q: 3 clusters Score -2983818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2983819.250000 Penalty: 5055.625488
	Iteration 64Q: 3 clusters Score -2983819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2983815.500000 Penalty: 5055.625488
	Iteration 65Q: 3 clusters Score -2983816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2983825.000000 Penalty: 5055.625488
	Iteration 66Q: 3 clusters Score -2983825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2983821.000000 Penalty: 5055.625488
	Iteration 67Q: 3 clusters Score -2983821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2983821.750000 Penalty: 5055.625488
	Iteration 68Q: 3 clusters Score -2983822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2983823.500000 Penalty: 5055.625488
	Iteration 69Q: 3 clusters Score -2983824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2983821.000000 Penalty: 5055.625488
	Iteration 70Q: 3 clusters Score -2983821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2983825.750000 Penalty: 5055.625488
	Iteration 71Q: 3 clusters Score -2983826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2983825.750000 Penalty: 5055.625488
	Iteration 72F: 3 clusters Score -2983826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Entering Unmasked Estep 
Score: -7365563.000000 Penalty: 2738.608887
	Iteration 0F: 2 clusters Score -7365563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -7323587.500000 Penalty: 5477.217773
	Iteration 0F: 3 clusters Score -7323588 nChanged 29110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -7339851.000000 Penalty: 5477.217773
	Iteration 1F: 3 clusters Score -7339851 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -7340476.000000 Penalty: 5477.217773
	Iteration 2Q: 3 clusters Score -7340476 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -7341079.500000 Penalty: 5477.217773
	Iteration 3Q: 3 clusters Score -7341080 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -7341742.500000 Penalty: 5477.217773
	Iteration 4Q: 3 clusters Score -7341742 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -7342404.000000 Penalty: 5477.217773
	Iteration 5Q: 3 clusters Score -7342404 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -7343138.000000 Penalty: 5477.217773
	Iteration 6Q: 3 clusters Score -7343138 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -7344065.500000 Penalty: 5477.217773
	Iteration 7Q: 3 clusters Score -7344066 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7345119.500000 Penalty: 5477.217773
	Iteration 8Q: 3 clusters Score -7345120 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -7346299.000000 Penalty: 5477.217773
	Iteration 9Q: 3 clusters Score -7346299 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -7347686.500000 Penalty: 5477.217773
	Iteration 10Q: 3 clusters Score -7347686 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -7349269.000000 Penalty: 5477.217773
	Iteration 11Q: 3 clusters Score -7349269 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -7351221.500000 Penalty: 5477.217773
	Iteration 12F: 3 clusters Score -7351222 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -7353397.500000 Penalty: 5477.217773
	Iteration 13F: 3 clusters Score -7353398 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -7355680.000000 Penalty: 5477.217773
	Iteration 14F: 3 clusters Score -7355680 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -7357868.500000 Penalty: 5477.217773
	Iteration 15F: 3 clusters Score -7357868 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -7359742.000000 Penalty: 5477.217773
	Iteration 16Q: 3 clusters Score -7359742 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7361071.500000 Penalty: 5477.217773
	Iteration 17Q: 3 clusters Score -7361072 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7361927.500000 Penalty: 5477.217773
	Iteration 18Q: 3 clusters Score -7361928 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7362402.000000 Penalty: 5477.217773
	Iteration 19Q: 3 clusters Score -7362402 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7362694.000000 Penalty: 5477.217773
	Iteration 20F: 3 clusters Score -7362694 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7362844.000000 Penalty: 5477.217773
	Iteration 21Q: 3 clusters Score -7362844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7362961.000000 Penalty: 5477.217773
	Iteration 22Q: 3 clusters Score -7362961 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7363044.500000 Penalty: 5477.217773
	Iteration 23Q: 3 clusters Score -7363044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7363088.000000 Penalty: 5477.217773
	Iteration 24Q: 3 clusters Score -7363088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7363121.000000 Penalty: 5477.217773
	Iteration 25Q: 3 clusters Score -7363121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7363152.000000 Penalty: 5477.217773
	Iteration 26Q: 3 clusters Score -7363152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7363177.000000 Penalty: 5477.217773
	Iteration 27Q: 3 clusters Score -7363177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7363194.000000 Penalty: 5477.217773
	Iteration 28Q: 3 clusters Score -7363194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7363202.000000 Penalty: 5477.217773
	Iteration 29Q: 3 clusters Score -7363202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7363221.500000 Penalty: 5477.217773
	Iteration 30Q: 3 clusters Score -7363222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7363224.500000 Penalty: 5477.217773
	Iteration 31Q: 3 clusters Score -7363224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7363247.000000 Penalty: 5477.217773
	Iteration 32Q: 3 clusters Score -7363247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7363259.000000 Penalty: 5477.217773
	Iteration 33Q: 3 clusters Score -7363259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7363275.000000 Penalty: 5477.217773
	Iteration 34Q: 3 clusters Score -7363275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7363286.500000 Penalty: 5477.217773
	Iteration 35Q: 3 clusters Score -7363286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7363291.000000 Penalty: 5477.217773
	Iteration 36Q: 3 clusters Score -7363291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7363296.000000 Penalty: 5477.217773
	Iteration 37Q: 3 clusters Score -7363296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7363305.500000 Penalty: 5477.217773
	Iteration 38Q: 3 clusters Score -7363306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7363312.500000 Penalty: 5477.217773
	Iteration 39Q: 3 clusters Score -7363312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7363322.000000 Penalty: 5477.217773
	Iteration 40F: 3 clusters Score -7363322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7363322.500000 Penalty: 5477.217773
	Iteration 41Q: 3 clusters Score -7363322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7363324.500000 Penalty: 5477.217773
	Iteration 42Q: 3 clusters Score -7363324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7363331.500000 Penalty: 5477.217773
	Iteration 43Q: 3 clusters Score -7363332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7363332.500000 Penalty: 5477.217773
	Iteration 44Q: 3 clusters Score -7363332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7363334.000000 Penalty: 5477.217773
	Iteration 45Q: 3 clusters Score -7363334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7363334.500000 Penalty: 5477.217773
	Iteration 46Q: 3 clusters Score -7363334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7363339.000000 Penalty: 5477.217773
	Iteration 47Q: 3 clusters Score -7363339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7363339.000000 Penalty: 5477.217773
	Iteration 48Q: 3 clusters Score -7363339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7363342.000000 Penalty: 5477.217773
	Iteration 49Q: 3 clusters Score -7363342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7363341.500000 Penalty: 5477.217773
	Iteration 50Q: 3 clusters Score -7363342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7363341.500000 Penalty: 5477.217773
	Iteration 51F: 3 clusters Score -7363342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Entering Unmasked Estep 
Score: -2244670.500000 Penalty: 2451.963867
	Iteration 0F: 2 clusters Score -2244670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2230851.000000 Penalty: 4903.927734
	Iteration 0F: 3 clusters Score -2230851 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2235521.750000 Penalty: 4903.927734
	Iteration 1F: 3 clusters Score -2235522 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2236020.500000 Penalty: 4903.927734
	Iteration 2F: 3 clusters Score -2236020 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2236440.000000 Penalty: 4903.927734
	Iteration 3Q: 3 clusters Score -2236440 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2236846.500000 Penalty: 4903.927734
	Iteration 4Q: 3 clusters Score -2236846 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2237288.000000 Penalty: 4903.927734
	Iteration 5Q: 3 clusters Score -2237288 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2237780.500000 Penalty: 4903.927734
	Iteration 6Q: 3 clusters Score -2237780 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2238275.000000 Penalty: 4903.927734
	Iteration 7Q: 3 clusters Score -2238275 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2238740.750000 Penalty: 4903.927734
	Iteration 8Q: 3 clusters Score -2238741 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2239170.750000 Penalty: 4903.927734
	Iteration 9Q: 3 clusters Score -2239171 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2239591.500000 Penalty: 4903.927734
	Iteration 10Q: 3 clusters Score -2239592 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2239978.250000 Penalty: 4903.927734
	Iteration 11Q: 3 clusters Score -2239978 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2240358.250000 Penalty: 4903.927734
	Iteration 12Q: 3 clusters Score -2240358 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2240711.250000 Penalty: 4903.927734
	Iteration 13Q: 3 clusters Score -2240711 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2241022.000000 Penalty: 4903.927734
	Iteration 14Q: 3 clusters Score -2241022 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2241279.500000 Penalty: 4903.927734
	Iteration 15Q: 3 clusters Score -2241280 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2241477.750000 Penalty: 4903.927734
	Iteration 16Q: 3 clusters Score -2241478 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2241689.000000 Penalty: 4903.927734
	Iteration 17Q: 3 clusters Score -2241689 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2241969.500000 Penalty: 4903.927734
	Iteration 18Q: 3 clusters Score -2241970 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2242362.000000 Penalty: 4903.927734
	Iteration 19Q: 3 clusters Score -2242362 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2242703.000000 Penalty: 4903.927734
	Iteration 20F: 3 clusters Score -2242703 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2242934.000000 Penalty: 4903.927734
	Iteration 21Q: 3 clusters Score -2242934 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2243062.000000 Penalty: 4903.927734
	Iteration 22Q: 3 clusters Score -2243062 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2243140.250000 Penalty: 4903.927734
	Iteration 23Q: 3 clusters Score -2243140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2243190.000000 Penalty: 4903.927734
	Iteration 24Q: 3 clusters Score -2243190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2243220.250000 Penalty: 4903.927734
	Iteration 25Q: 3 clusters Score -2243220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2243251.500000 Penalty: 4903.927734
	Iteration 26Q: 3 clusters Score -2243252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2243274.500000 Penalty: 4903.927734
	Iteration 27Q: 3 clusters Score -2243274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2243298.250000 Penalty: 4903.927734
	Iteration 28Q: 3 clusters Score -2243298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2243323.000000 Penalty: 4903.927734
	Iteration 29Q: 3 clusters Score -2243323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2243344.750000 Penalty: 4903.927734
	Iteration 30Q: 3 clusters Score -2243345 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2243363.750000 Penalty: 4903.927734
	Iteration 31Q: 3 clusters Score -2243364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2243378.500000 Penalty: 4903.927734
	Iteration 32Q: 3 clusters Score -2243378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2243400.750000 Penalty: 4903.927734
	Iteration 33Q: 3 clusters Score -2243401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2243412.000000 Penalty: 4903.927734
	Iteration 34Q: 3 clusters Score -2243412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2243417.750000 Penalty: 4903.927734
	Iteration 35Q: 3 clusters Score -2243418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2243448.000000 Penalty: 4903.927734
	Iteration 36Q: 3 clusters Score -2243448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2243462.250000 Penalty: 4903.927734
	Iteration 37Q: 3 clusters Score -2243462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2243495.250000 Penalty: 4903.927734
	Iteration 38Q: 3 clusters Score -2243495 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2243524.250000 Penalty: 4903.927734
	Iteration 39Q: 3 clusters Score -2243524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2243567.500000 Penalty: 4903.927734
	Iteration 40F: 3 clusters Score -2243568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2243622.000000 Penalty: 4903.927734
	Iteration 41Q: 3 clusters Score -2243622 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2243673.250000 Penalty: 4903.927734
	Iteration 42Q: 3 clusters Score -2243673 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2243724.750000 Penalty: 4903.927734
	Iteration 43Q: 3 clusters Score -2243725 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2243788.250000 Penalty: 4903.927734
	Iteration 44Q: 3 clusters Score -2243788 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2243869.750000 Penalty: 4903.927734
	Iteration 45Q: 3 clusters Score -2243870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2243950.750000 Penalty: 4903.927734
	Iteration 46Q: 3 clusters Score -2243951 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2244037.000000 Penalty: 4903.927734
	Iteration 47Q: 3 clusters Score -2244037 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2244123.250000 Penalty: 4903.927734
	Iteration 48Q: 3 clusters Score -2244123 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2244202.250000 Penalty: 4903.927734
	Iteration 49Q: 3 clusters Score -2244202 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2244302.250000 Penalty: 4903.927734
	Iteration 50Q: 3 clusters Score -2244302 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2244425.750000 Penalty: 4903.927734
	Iteration 51Q: 3 clusters Score -2244426 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2244569.750000 Penalty: 4903.927734
	Iteration 52Q: 3 clusters Score -2244570 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2244708.000000 Penalty: 4903.927734
	Iteration 53Q: 3 clusters Score -2244708 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2244829.500000 Penalty: 4903.927734
	Iteration 54Q: 3 clusters Score -2244830 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2244920.500000 Penalty: 4903.927734
	Iteration 55Q: 3 clusters Score -2244920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2244997.250000 Penalty: 4903.927734
	Iteration 56Q: 3 clusters Score -2244997 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2245035.250000 Penalty: 4903.927734
	Iteration 57Q: 3 clusters Score -2245035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2245079.000000 Penalty: 4903.927734
	Iteration 58Q: 3 clusters Score -2245079 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2245124.500000 Penalty: 4903.927734
	Iteration 59Q: 3 clusters Score -2245124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2245170.750000 Penalty: 4903.927734
	Iteration 60F: 3 clusters Score -2245171 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2245214.500000 Penalty: 4903.927734
	Iteration 61Q: 3 clusters Score -2245214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2245249.000000 Penalty: 4903.927734
	Iteration 62Q: 3 clusters Score -2245249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2245278.250000 Penalty: 4903.927734
	Iteration 63Q: 3 clusters Score -2245278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2245293.500000 Penalty: 4903.927734
	Iteration 64Q: 3 clusters Score -2245294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2245303.500000 Penalty: 4903.927734
	Iteration 65Q: 3 clusters Score -2245304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2245315.750000 Penalty: 4903.927734
	Iteration 66Q: 3 clusters Score -2245316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2245322.750000 Penalty: 4903.927734
	Iteration 67Q: 3 clusters Score -2245323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2245327.250000 Penalty: 4903.927734
	Iteration 68Q: 3 clusters Score -2245327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2245340.000000 Penalty: 4903.927734
	Iteration 69Q: 3 clusters Score -2245340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2245346.250000 Penalty: 4903.927734
	Iteration 70Q: 3 clusters Score -2245346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2245356.250000 Penalty: 4903.927734
	Iteration 71Q: 3 clusters Score -2245356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2245360.750000 Penalty: 4903.927734
	Iteration 72Q: 3 clusters Score -2245361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2245368.000000 Penalty: 4903.927734
	Iteration 73Q: 3 clusters Score -2245368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2245375.750000 Penalty: 4903.927734
	Iteration 74Q: 3 clusters Score -2245376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2245375.000000 Penalty: 4903.927734
	Iteration 75Q: 3 clusters Score -2245375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2245377.750000 Penalty: 4903.927734
	Iteration 76Q: 3 clusters Score -2245378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2245380.250000 Penalty: 4903.927734
	Iteration 77Q: 3 clusters Score -2245380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2245387.750000 Penalty: 4903.927734
	Iteration 78Q: 3 clusters Score -2245388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2245388.500000 Penalty: 4903.927734
	Iteration 79Q: 3 clusters Score -2245388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2245388.750000 Penalty: 4903.927734
	Iteration 80F: 3 clusters Score -2245389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2245390.250000 Penalty: 4903.927734
	Iteration 81Q: 3 clusters Score -2245390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2245388.750000 Penalty: 4903.927734
	Iteration 82Q: 3 clusters Score -2245389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2245392.250000 Penalty: 4903.927734
	Iteration 83Q: 3 clusters Score -2245392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2245389.250000 Penalty: 4903.927734
	Iteration 84Q: 3 clusters Score -2245389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2245387.000000 Penalty: 4903.927734
	Iteration 85Q: 3 clusters Score -2245387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2245382.750000 Penalty: 4903.927734
	Iteration 86Q: 3 clusters Score -2245383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2245383.000000 Penalty: 4903.927734
	Iteration 87Q: 3 clusters Score -2245383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2245386.000000 Penalty: 4903.927734
	Iteration 88Q: 3 clusters Score -2245386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2245384.500000 Penalty: 4903.927734
	Iteration 89Q: 3 clusters Score -2245384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2245380.250000 Penalty: 4903.927734
	Iteration 90Q: 3 clusters Score -2245380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2245384.500000 Penalty: 4903.927734
	Iteration 91Q: 3 clusters Score -2245384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2245387.250000 Penalty: 4903.927734
	Iteration 92Q: 3 clusters Score -2245387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2245388.500000 Penalty: 4903.927734
	Iteration 93Q: 3 clusters Score -2245388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2245390.750000 Penalty: 4903.927734
	Iteration 94Q: 3 clusters Score -2245391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2245389.500000 Penalty: 4903.927734
	Iteration 95Q: 3 clusters Score -2245390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2245391.250000 Penalty: 4903.927734
	Iteration 96Q: 3 clusters Score -2245391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2245390.750000 Penalty: 4903.927734
	Iteration 97Q: 3 clusters Score -2245391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2245387.000000 Penalty: 4903.927734
	Iteration 98Q: 3 clusters Score -2245387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2245393.000000 Penalty: 4903.927734
	Iteration 99Q: 3 clusters Score -2245393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2245393.250000 Penalty: 4903.927734
	Iteration 100F: 3 clusters Score -2245393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2245393.000000 Penalty: 4903.927734
	Iteration 101Q: 3 clusters Score -2245393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2245392.750000 Penalty: 4903.927734
	Iteration 102Q: 3 clusters Score -2245393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2245395.500000 Penalty: 4903.927734
	Iteration 103Q: 3 clusters Score -2245396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2245395.500000 Penalty: 4903.927734
	Iteration 104F: 3 clusters Score -2245396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 11792 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 79205 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 92977 members 
Mstep: Class 7 contains 158205 members 
Mstep: Class 8 contains 11756 members 
Mstep: Class 9 contains 115792 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175726 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 21689 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 168801 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110532 members 
Mstep: Class 18 contains 28948 members 
Mstep: Class 19 contains 242709 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 62491 members 
Mstep: Class 22 contains 9280 members 
Mstep: Class 23 contains 9235 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 10787 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9964 members 
Mstep: Class 29 contains 72810 members 
Mstep: Class 30 contains 38188 members 
Mstep: Class 31 contains 17414 members 
Mstep: Class 32 contains 21046 members 
Mstep: Class 33 contains 885 members 
Mstep: Class 34 contains 3399 members 
Mstep: Class 35 contains 10341 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6265 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Mstep: Class 40 contains 10392 members 
Entering Unmasked Estep 
Score: -205581920.000000 Penalty: 142798.250000
Splitting cluster 22 changes total score from -205582976.000000 to -205581920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -1029672.500000 Penalty: 2264.427246
	Iteration 0F: 2 clusters Score -1029672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1022472.062500 Penalty: 4528.854492
	Iteration 0F: 3 clusters Score -1022472 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1024600.812500 Penalty: 4528.854492
	Iteration 1F: 3 clusters Score -1024601 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1025040.250000 Penalty: 4528.854492
	Iteration 2F: 3 clusters Score -1025040 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1025397.812500 Penalty: 4528.854492
	Iteration 3F: 3 clusters Score -1025398 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1025701.687500 Penalty: 4528.854492
	Iteration 4F: 3 clusters Score -1025702 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1025962.187500 Penalty: 4528.854492
	Iteration 5Q: 3 clusters Score -1025962 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1026195.000000 Penalty: 4528.854492
	Iteration 6Q: 3 clusters Score -1026195 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1026416.562500 Penalty: 4528.854492
	Iteration 7Q: 3 clusters Score -1026417 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1026585.687500 Penalty: 4528.854492
	Iteration 8Q: 3 clusters Score -1026586 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1026710.500000 Penalty: 4528.854492
	Iteration 9Q: 3 clusters Score -1026710 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1026824.250000 Penalty: 4528.854492
	Iteration 10Q: 3 clusters Score -1026824 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1026930.000000 Penalty: 4528.854492
	Iteration 11Q: 3 clusters Score -1026930 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1027035.937500 Penalty: 4528.854492
	Iteration 12Q: 3 clusters Score -1027036 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1027154.000000 Penalty: 4528.854492
	Iteration 13Q: 3 clusters Score -1027154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1027257.125000 Penalty: 4528.854492
	Iteration 14Q: 3 clusters Score -1027257 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1027360.750000 Penalty: 4528.854492
	Iteration 15Q: 3 clusters Score -1027361 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1027433.812500 Penalty: 4528.854492
	Iteration 16Q: 3 clusters Score -1027434 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1027504.187500 Penalty: 4528.854492
	Iteration 17Q: 3 clusters Score -1027504 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1027572.375000 Penalty: 4528.854492
	Iteration 18Q: 3 clusters Score -1027572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1027627.125000 Penalty: 4528.854492
	Iteration 19Q: 3 clusters Score -1027627 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1027675.500000 Penalty: 4528.854492
	Iteration 20F: 3 clusters Score -1027676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1027723.687500 Penalty: 4528.854492
	Iteration 21Q: 3 clusters Score -1027724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1027770.062500 Penalty: 4528.854492
	Iteration 22Q: 3 clusters Score -1027770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1027803.312500 Penalty: 4528.854492
	Iteration 23Q: 3 clusters Score -1027803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1027838.687500 Penalty: 4528.854492
	Iteration 24Q: 3 clusters Score -1027839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1027873.625000 Penalty: 4528.854492
	Iteration 25Q: 3 clusters Score -1027874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1027903.250000 Penalty: 4528.854492
	Iteration 26Q: 3 clusters Score -1027903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1027932.437500 Penalty: 4528.854492
	Iteration 27Q: 3 clusters Score -1027932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1027968.250000 Penalty: 4528.854492
	Iteration 28Q: 3 clusters Score -1027968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1028001.687500 Penalty: 4528.854492
	Iteration 29Q: 3 clusters Score -1028002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1028030.437500 Penalty: 4528.854492
	Iteration 30Q: 3 clusters Score -1028030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1028059.500000 Penalty: 4528.854492
	Iteration 31Q: 3 clusters Score -1028060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1028094.687500 Penalty: 4528.854492
	Iteration 32Q: 3 clusters Score -1028095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1028136.250000 Penalty: 4528.854492
	Iteration 33Q: 3 clusters Score -1028136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1028181.312500 Penalty: 4528.854492
	Iteration 34Q: 3 clusters Score -1028181 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1028218.625000 Penalty: 4528.854492
	Iteration 35Q: 3 clusters Score -1028219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1028255.125000 Penalty: 4528.854492
	Iteration 36Q: 3 clusters Score -1028255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1028299.625000 Penalty: 4528.854492
	Iteration 37Q: 3 clusters Score -1028300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1028338.812500 Penalty: 4528.854492
	Iteration 38Q: 3 clusters Score -1028339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1028384.187500 Penalty: 4528.854492
	Iteration 39Q: 3 clusters Score -1028384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1028417.875000 Penalty: 4528.854492
	Iteration 40F: 3 clusters Score -1028418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1028445.187500 Penalty: 4528.854492
	Iteration 41Q: 3 clusters Score -1028445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1028467.187500 Penalty: 4528.854492
	Iteration 42Q: 3 clusters Score -1028467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1028496.937500 Penalty: 4528.854492
	Iteration 43Q: 3 clusters Score -1028497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1028520.312500 Penalty: 4528.854492
	Iteration 44Q: 3 clusters Score -1028520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1028543.625000 Penalty: 4528.854492
	Iteration 45Q: 3 clusters Score -1028544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1028562.250000 Penalty: 4528.854492
	Iteration 46Q: 3 clusters Score -1028562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1028587.062500 Penalty: 4528.854492
	Iteration 47Q: 3 clusters Score -1028587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1028605.500000 Penalty: 4528.854492
	Iteration 48Q: 3 clusters Score -1028606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1028616.437500 Penalty: 4528.854492
	Iteration 49Q: 3 clusters Score -1028616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1028627.500000 Penalty: 4528.854492
	Iteration 50Q: 3 clusters Score -1028628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1028640.437500 Penalty: 4528.854492
	Iteration 51Q: 3 clusters Score -1028640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1028649.750000 Penalty: 4528.854492
	Iteration 52Q: 3 clusters Score -1028650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1028672.625000 Penalty: 4528.854492
	Iteration 53Q: 3 clusters Score -1028673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1028699.937500 Penalty: 4528.854492
	Iteration 54Q: 3 clusters Score -1028700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1028726.000000 Penalty: 4528.854492
	Iteration 55Q: 3 clusters Score -1028726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1028737.250000 Penalty: 4528.854492
	Iteration 56Q: 3 clusters Score -1028737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1028748.312500 Penalty: 4528.854492
	Iteration 57Q: 3 clusters Score -1028748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1028757.625000 Penalty: 4528.854492
	Iteration 58Q: 3 clusters Score -1028758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1028768.875000 Penalty: 4528.854492
	Iteration 59Q: 3 clusters Score -1028769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1028777.750000 Penalty: 4528.854492
	Iteration 60F: 3 clusters Score -1028778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1028784.500000 Penalty: 4528.854492
	Iteration 61Q: 3 clusters Score -1028784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1028785.500000 Penalty: 4528.854492
	Iteration 62Q: 3 clusters Score -1028786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1028788.187500 Penalty: 4528.854492
	Iteration 63Q: 3 clusters Score -1028788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1028788.187500 Penalty: 4528.854492
	Iteration 64F: 3 clusters Score -1028788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1191312.000000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1191312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1183688.500000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1183688 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1185858.375000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1185858 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1186162.875000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1186163 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1186366.375000 Penalty: 4569.666016
	Iteration 3Q: 3 clusters Score -1186366 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1186524.750000 Penalty: 4569.666016
	Iteration 4Q: 3 clusters Score -1186525 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1186676.625000 Penalty: 4569.666016
	Iteration 5Q: 3 clusters Score -1186677 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1186822.250000 Penalty: 4569.666016
	Iteration 6Q: 3 clusters Score -1186822 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1186957.625000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1186958 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1187077.625000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1187078 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1187204.625000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1187205 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1187330.000000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1187330 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1187470.500000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1187470 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1187634.875000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1187635 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1187793.250000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1187793 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1187937.500000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1187938 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1188076.500000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1188076 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1188244.750000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1188245 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1188421.375000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1188421 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1188592.750000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1188593 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1188736.500000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1188736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1188846.250000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1188846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1188916.625000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1188917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1188962.875000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1188963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1189008.375000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1189008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1189039.625000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1189040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1189063.875000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1189064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1189082.375000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1189082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1189094.750000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1189095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1189114.750000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1189115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1189127.500000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1189128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1189133.625000 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -1189134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1189146.625000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -1189147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1189157.250000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -1189157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1189171.375000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -1189171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1189180.250000 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -1189180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1189188.875000 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -1189189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1189202.625000 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -1189203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1189219.125000 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -1189219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1189233.625000 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -1189234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1189236.500000 Penalty: 4569.666016
	Iteration 39Q: 3 clusters Score -1189236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1189241.375000 Penalty: 4569.666016
	Iteration 40F: 3 clusters Score -1189241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1189242.875000 Penalty: 4569.666016
	Iteration 41Q: 3 clusters Score -1189243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1189243.500000 Penalty: 4569.666016
	Iteration 42Q: 3 clusters Score -1189244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1189245.000000 Penalty: 4569.666016
	Iteration 43Q: 3 clusters Score -1189245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1189243.875000 Penalty: 4569.666016
	Iteration 44Q: 3 clusters Score -1189244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1189247.500000 Penalty: 4569.666016
	Iteration 45Q: 3 clusters Score -1189248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1189247.750000 Penalty: 4569.666016
	Iteration 46Q: 3 clusters Score -1189248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1189248.750000 Penalty: 4569.666016
	Iteration 47Q: 3 clusters Score -1189249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1189248.750000 Penalty: 4569.666016
	Iteration 48F: 3 clusters Score -1189249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Entering Unmasked Estep 
Score: -1233518.625000 Penalty: 2302.951904
	Iteration 0F: 2 clusters Score -1233519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1225387.875000 Penalty: 4605.903809
	Iteration 0F: 3 clusters Score -1225388 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1227856.875000 Penalty: 4605.903809
	Iteration 1F: 3 clusters Score -1227857 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1228349.875000 Penalty: 4605.903809
	Iteration 2F: 3 clusters Score -1228350 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1228800.750000 Penalty: 4605.903809
	Iteration 3F: 3 clusters Score -1228801 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1229223.625000 Penalty: 4605.903809
	Iteration 4F: 3 clusters Score -1229224 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1229639.625000 Penalty: 4605.903809
	Iteration 5F: 3 clusters Score -1229640 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1230010.125000 Penalty: 4605.903809
	Iteration 6F: 3 clusters Score -1230010 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1230369.375000 Penalty: 4605.903809
	Iteration 7Q: 3 clusters Score -1230369 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1230707.625000 Penalty: 4605.903809
	Iteration 8Q: 3 clusters Score -1230708 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1230994.500000 Penalty: 4605.903809
	Iteration 9Q: 3 clusters Score -1230994 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1231248.750000 Penalty: 4605.903809
	Iteration 10Q: 3 clusters Score -1231249 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1231472.000000 Penalty: 4605.903809
	Iteration 11Q: 3 clusters Score -1231472 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1231645.375000 Penalty: 4605.903809
	Iteration 12Q: 3 clusters Score -1231645 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1231770.375000 Penalty: 4605.903809
	Iteration 13Q: 3 clusters Score -1231770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1231848.125000 Penalty: 4605.903809
	Iteration 14Q: 3 clusters Score -1231848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1231891.375000 Penalty: 4605.903809
	Iteration 15Q: 3 clusters Score -1231891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1231927.000000 Penalty: 4605.903809
	Iteration 16Q: 3 clusters Score -1231927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1231946.000000 Penalty: 4605.903809
	Iteration 17Q: 3 clusters Score -1231946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1231959.625000 Penalty: 4605.903809
	Iteration 18Q: 3 clusters Score -1231960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1231969.000000 Penalty: 4605.903809
	Iteration 19Q: 3 clusters Score -1231969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1231975.125000 Penalty: 4605.903809
	Iteration 20F: 3 clusters Score -1231975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1231979.125000 Penalty: 4605.903809
	Iteration 21Q: 3 clusters Score -1231979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1231981.750000 Penalty: 4605.903809
	Iteration 22Q: 3 clusters Score -1231982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1231982.750000 Penalty: 4605.903809
	Iteration 23Q: 3 clusters Score -1231983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1231979.625000 Penalty: 4605.903809
	Iteration 24Q: 3 clusters Score -1231980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1231979.625000 Penalty: 4605.903809
	Iteration 25F: 3 clusters Score -1231980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Entering Unmasked Estep 
Score: -1326896.500000 Penalty: 2324.158936
	Iteration 0F: 2 clusters Score -1326896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1318078.000000 Penalty: 4648.317871
	Iteration 0F: 3 clusters Score -1318078 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1320857.375000 Penalty: 4648.317871
	Iteration 1F: 3 clusters Score -1320857 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1321201.375000 Penalty: 4648.317871
	Iteration 2F: 3 clusters Score -1321201 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1321424.875000 Penalty: 4648.317871
	Iteration 3Q: 3 clusters Score -1321425 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1321592.625000 Penalty: 4648.317871
	Iteration 4Q: 3 clusters Score -1321593 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1321731.000000 Penalty: 4648.317871
	Iteration 5Q: 3 clusters Score -1321731 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1321852.625000 Penalty: 4648.317871
	Iteration 6Q: 3 clusters Score -1321853 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1321972.375000 Penalty: 4648.317871
	Iteration 7Q: 3 clusters Score -1321972 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1322071.125000 Penalty: 4648.317871
	Iteration 8Q: 3 clusters Score -1322071 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1322151.750000 Penalty: 4648.317871
	Iteration 9Q: 3 clusters Score -1322152 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1322244.375000 Penalty: 4648.317871
	Iteration 10Q: 3 clusters Score -1322244 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1322343.375000 Penalty: 4648.317871
	Iteration 11Q: 3 clusters Score -1322343 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1322433.375000 Penalty: 4648.317871
	Iteration 12Q: 3 clusters Score -1322433 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1322520.375000 Penalty: 4648.317871
	Iteration 13Q: 3 clusters Score -1322520 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1322612.750000 Penalty: 4648.317871
	Iteration 14Q: 3 clusters Score -1322613 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1322710.000000 Penalty: 4648.317871
	Iteration 15Q: 3 clusters Score -1322710 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1322828.625000 Penalty: 4648.317871
	Iteration 16Q: 3 clusters Score -1322829 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1322993.625000 Penalty: 4648.317871
	Iteration 17Q: 3 clusters Score -1322994 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1323164.250000 Penalty: 4648.317871
	Iteration 18Q: 3 clusters Score -1323164 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1323377.125000 Penalty: 4648.317871
	Iteration 19Q: 3 clusters Score -1323377 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1323636.625000 Penalty: 4648.317871
	Iteration 20F: 3 clusters Score -1323637 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1323849.625000 Penalty: 4648.317871
	Iteration 21Q: 3 clusters Score -1323850 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1323997.125000 Penalty: 4648.317871
	Iteration 22Q: 3 clusters Score -1323997 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1324088.000000 Penalty: 4648.317871
	Iteration 23Q: 3 clusters Score -1324088 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1324152.875000 Penalty: 4648.317871
	Iteration 24Q: 3 clusters Score -1324153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1324181.375000 Penalty: 4648.317871
	Iteration 25Q: 3 clusters Score -1324181 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1324213.250000 Penalty: 4648.317871
	Iteration 26Q: 3 clusters Score -1324213 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1324237.125000 Penalty: 4648.317871
	Iteration 27Q: 3 clusters Score -1324237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1324253.125000 Penalty: 4648.317871
	Iteration 28Q: 3 clusters Score -1324253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1324260.500000 Penalty: 4648.317871
	Iteration 29Q: 3 clusters Score -1324260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1324272.375000 Penalty: 4648.317871
	Iteration 30Q: 3 clusters Score -1324272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1324283.625000 Penalty: 4648.317871
	Iteration 31Q: 3 clusters Score -1324284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1324290.750000 Penalty: 4648.317871
	Iteration 32Q: 3 clusters Score -1324291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1324296.500000 Penalty: 4648.317871
	Iteration 33Q: 3 clusters Score -1324296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1324299.875000 Penalty: 4648.317871
	Iteration 34Q: 3 clusters Score -1324300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1324306.250000 Penalty: 4648.317871
	Iteration 35Q: 3 clusters Score -1324306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1324309.250000 Penalty: 4648.317871
	Iteration 36Q: 3 clusters Score -1324309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1324311.250000 Penalty: 4648.317871
	Iteration 37Q: 3 clusters Score -1324311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1324313.125000 Penalty: 4648.317871
	Iteration 38Q: 3 clusters Score -1324313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1324315.750000 Penalty: 4648.317871
	Iteration 39Q: 3 clusters Score -1324316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1324320.750000 Penalty: 4648.317871
	Iteration 40F: 3 clusters Score -1324321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1324325.125000 Penalty: 4648.317871
	Iteration 41Q: 3 clusters Score -1324325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1324330.000000 Penalty: 4648.317871
	Iteration 42Q: 3 clusters Score -1324330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1324327.125000 Penalty: 4648.317871
	Iteration 43Q: 3 clusters Score -1324327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1324334.250000 Penalty: 4648.317871
	Iteration 44Q: 3 clusters Score -1324334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1324333.375000 Penalty: 4648.317871
	Iteration 45Q: 3 clusters Score -1324333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1324333.250000 Penalty: 4648.317871
	Iteration 46Q: 3 clusters Score -1324333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1324334.625000 Penalty: 4648.317871
	Iteration 47Q: 3 clusters Score -1324335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1324341.250000 Penalty: 4648.317871
	Iteration 48Q: 3 clusters Score -1324341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1324348.750000 Penalty: 4648.317871
	Iteration 49Q: 3 clusters Score -1324349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1324352.375000 Penalty: 4648.317871
	Iteration 50Q: 3 clusters Score -1324352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1324357.375000 Penalty: 4648.317871
	Iteration 51Q: 3 clusters Score -1324357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1324356.875000 Penalty: 4648.317871
	Iteration 52Q: 3 clusters Score -1324357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1324361.750000 Penalty: 4648.317871
	Iteration 53Q: 3 clusters Score -1324362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1324364.500000 Penalty: 4648.317871
	Iteration 54Q: 3 clusters Score -1324364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1324368.125000 Penalty: 4648.317871
	Iteration 55Q: 3 clusters Score -1324368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1324368.625000 Penalty: 4648.317871
	Iteration 56Q: 3 clusters Score -1324369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1324369.250000 Penalty: 4648.317871
	Iteration 57Q: 3 clusters Score -1324369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1324367.250000 Penalty: 4648.317871
	Iteration 58Q: 3 clusters Score -1324367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1324366.625000 Penalty: 4648.317871
	Iteration 59Q: 3 clusters Score -1324367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1324369.125000 Penalty: 4648.317871
	Iteration 60F: 3 clusters Score -1324369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1324370.750000 Penalty: 4648.317871
	Iteration 61Q: 3 clusters Score -1324371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1324371.125000 Penalty: 4648.317871
	Iteration 62Q: 3 clusters Score -1324371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1324374.250000 Penalty: 4648.317871
	Iteration 63Q: 3 clusters Score -1324374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1324377.625000 Penalty: 4648.317871
	Iteration 64Q: 3 clusters Score -1324378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1324375.250000 Penalty: 4648.317871
	Iteration 65Q: 3 clusters Score -1324375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1324381.125000 Penalty: 4648.317871
	Iteration 66Q: 3 clusters Score -1324381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1324388.500000 Penalty: 4648.317871
	Iteration 67Q: 3 clusters Score -1324388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1324392.750000 Penalty: 4648.317871
	Iteration 68Q: 3 clusters Score -1324393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1324400.500000 Penalty: 4648.317871
	Iteration 69Q: 3 clusters Score -1324400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1324399.125000 Penalty: 4648.317871
	Iteration 70Q: 3 clusters Score -1324399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1324406.250000 Penalty: 4648.317871
	Iteration 71Q: 3 clusters Score -1324406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1324412.125000 Penalty: 4648.317871
	Iteration 72Q: 3 clusters Score -1324412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1324413.500000 Penalty: 4648.317871
	Iteration 73Q: 3 clusters Score -1324414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1324421.500000 Penalty: 4648.317871
	Iteration 74Q: 3 clusters Score -1324422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1324421.500000 Penalty: 4648.317871
	Iteration 75Q: 3 clusters Score -1324422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1324430.750000 Penalty: 4648.317871
	Iteration 76Q: 3 clusters Score -1324431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1324438.500000 Penalty: 4648.317871
	Iteration 77Q: 3 clusters Score -1324438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1324448.750000 Penalty: 4648.317871
	Iteration 78Q: 3 clusters Score -1324449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1324458.500000 Penalty: 4648.317871
	Iteration 79Q: 3 clusters Score -1324458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1324474.500000 Penalty: 4648.317871
	Iteration 80F: 3 clusters Score -1324474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1324487.750000 Penalty: 4648.317871
	Iteration 81Q: 3 clusters Score -1324488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1324499.875000 Penalty: 4648.317871
	Iteration 82Q: 3 clusters Score -1324500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1324512.500000 Penalty: 4648.317871
	Iteration 83Q: 3 clusters Score -1324512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1324527.000000 Penalty: 4648.317871
	Iteration 84Q: 3 clusters Score -1324527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1324542.625000 Penalty: 4648.317871
	Iteration 85Q: 3 clusters Score -1324543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1324551.500000 Penalty: 4648.317871
	Iteration 86Q: 3 clusters Score -1324552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1324565.750000 Penalty: 4648.317871
	Iteration 87Q: 3 clusters Score -1324566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1324575.500000 Penalty: 4648.317871
	Iteration 88Q: 3 clusters Score -1324576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1324585.125000 Penalty: 4648.317871
	Iteration 89Q: 3 clusters Score -1324585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1324600.250000 Penalty: 4648.317871
	Iteration 90Q: 3 clusters Score -1324600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1324621.125000 Penalty: 4648.317871
	Iteration 91Q: 3 clusters Score -1324621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1324642.125000 Penalty: 4648.317871
	Iteration 92Q: 3 clusters Score -1324642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1324668.875000 Penalty: 4648.317871
	Iteration 93Q: 3 clusters Score -1324669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1324695.500000 Penalty: 4648.317871
	Iteration 94Q: 3 clusters Score -1324696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1324731.625000 Penalty: 4648.317871
	Iteration 95Q: 3 clusters Score -1324732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1324777.250000 Penalty: 4648.317871
	Iteration 96Q: 3 clusters Score -1324777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1324813.125000 Penalty: 4648.317871
	Iteration 97Q: 3 clusters Score -1324813 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1324853.875000 Penalty: 4648.317871
	Iteration 98Q: 3 clusters Score -1324854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1324890.875000 Penalty: 4648.317871
	Iteration 99Q: 3 clusters Score -1324891 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1324932.875000 Penalty: 4648.317871
	Iteration 100F: 3 clusters Score -1324933 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1324975.750000 Penalty: 4648.317871
	Iteration 101Q: 3 clusters Score -1324976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1325015.750000 Penalty: 4648.317871
	Iteration 102Q: 3 clusters Score -1325016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1325047.375000 Penalty: 4648.317871
	Iteration 103Q: 3 clusters Score -1325047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1325066.500000 Penalty: 4648.317871
	Iteration 104Q: 3 clusters Score -1325066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1325095.875000 Penalty: 4648.317871
	Iteration 105Q: 3 clusters Score -1325096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1325117.125000 Penalty: 4648.317871
	Iteration 106Q: 3 clusters Score -1325117 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1325140.125000 Penalty: 4648.317871
	Iteration 107Q: 3 clusters Score -1325140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1325152.375000 Penalty: 4648.317871
	Iteration 108Q: 3 clusters Score -1325152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1325161.875000 Penalty: 4648.317871
	Iteration 109Q: 3 clusters Score -1325162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1325166.500000 Penalty: 4648.317871
	Iteration 110Q: 3 clusters Score -1325166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1325173.875000 Penalty: 4648.317871
	Iteration 111Q: 3 clusters Score -1325174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1325185.250000 Penalty: 4648.317871
	Iteration 112Q: 3 clusters Score -1325185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1325186.750000 Penalty: 4648.317871
	Iteration 113Q: 3 clusters Score -1325187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1325190.375000 Penalty: 4648.317871
	Iteration 114Q: 3 clusters Score -1325190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1325195.750000 Penalty: 4648.317871
	Iteration 115Q: 3 clusters Score -1325196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1325199.250000 Penalty: 4648.317871
	Iteration 116Q: 3 clusters Score -1325199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1325203.625000 Penalty: 4648.317871
	Iteration 117Q: 3 clusters Score -1325204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1325205.625000 Penalty: 4648.317871
	Iteration 118Q: 3 clusters Score -1325206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1325212.500000 Penalty: 4648.317871
	Iteration 119Q: 3 clusters Score -1325212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1325216.000000 Penalty: 4648.317871
	Iteration 120F: 3 clusters Score -1325216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1325216.250000 Penalty: 4648.317871
	Iteration 121Q: 3 clusters Score -1325216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1325219.875000 Penalty: 4648.317871
	Iteration 122Q: 3 clusters Score -1325220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1325220.250000 Penalty: 4648.317871
	Iteration 123Q: 3 clusters Score -1325220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1325225.625000 Penalty: 4648.317871
	Iteration 124Q: 3 clusters Score -1325226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1325225.125000 Penalty: 4648.317871
	Iteration 125Q: 3 clusters Score -1325225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1325224.000000 Penalty: 4648.317871
	Iteration 126Q: 3 clusters Score -1325224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1325224.125000 Penalty: 4648.317871
	Iteration 127Q: 3 clusters Score -1325224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1325226.875000 Penalty: 4648.317871
	Iteration 128Q: 3 clusters Score -1325227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1325232.750000 Penalty: 4648.317871
	Iteration 129Q: 3 clusters Score -1325233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1325233.500000 Penalty: 4648.317871
	Iteration 130Q: 3 clusters Score -1325234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1325234.500000 Penalty: 4648.317871
	Iteration 131Q: 3 clusters Score -1325234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1325234.750000 Penalty: 4648.317871
	Iteration 132Q: 3 clusters Score -1325235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1325232.125000 Penalty: 4648.317871
	Iteration 133Q: 3 clusters Score -1325232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1325234.875000 Penalty: 4648.317871
	Iteration 134Q: 3 clusters Score -1325235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1325235.625000 Penalty: 4648.317871
	Iteration 135Q: 3 clusters Score -1325236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1325238.875000 Penalty: 4648.317871
	Iteration 136Q: 3 clusters Score -1325239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1325236.750000 Penalty: 4648.317871
	Iteration 137Q: 3 clusters Score -1325237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1325238.125000 Penalty: 4648.317871
	Iteration 138Q: 3 clusters Score -1325238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1325239.375000 Penalty: 4648.317871
	Iteration 139Q: 3 clusters Score -1325239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1325244.375000 Penalty: 4648.317871
	Iteration 140F: 3 clusters Score -1325244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1325247.875000 Penalty: 4648.317871
	Iteration 141Q: 3 clusters Score -1325248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1325249.625000 Penalty: 4648.317871
	Iteration 142Q: 3 clusters Score -1325250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1325249.250000 Penalty: 4648.317871
	Iteration 143Q: 3 clusters Score -1325249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1325253.500000 Penalty: 4648.317871
	Iteration 144Q: 3 clusters Score -1325254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1325252.625000 Penalty: 4648.317871
	Iteration 145Q: 3 clusters Score -1325253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1325255.875000 Penalty: 4648.317871
	Iteration 146Q: 3 clusters Score -1325256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1325260.625000 Penalty: 4648.317871
	Iteration 147Q: 3 clusters Score -1325261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1325260.750000 Penalty: 4648.317871
	Iteration 148Q: 3 clusters Score -1325261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1325261.375000 Penalty: 4648.317871
	Iteration 149Q: 3 clusters Score -1325261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1325260.875000 Penalty: 4648.317871
	Iteration 150Q: 3 clusters Score -1325261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1325260.625000 Penalty: 4648.317871
	Iteration 151Q: 3 clusters Score -1325261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1325260.875000 Penalty: 4648.317871
	Iteration 152Q: 3 clusters Score -1325261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1325260.875000 Penalty: 4648.317871
	Iteration 153F: 3 clusters Score -1325261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -62667.910156 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -62667.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61100.894531 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61100.89 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61305.796875 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61305.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61366.171875 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -61366.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61412.687500 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -61412.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61426.660156 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -61426.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61438.925781 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -61438.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61449.121094 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -61449.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61459.531250 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -61459.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61473.773438 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -61473.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61494.429688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -61494.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61500.929688 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -61500.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61504.394531 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -61504.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61507.566406 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -61507.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61514.066406 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -61514.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61516.859375 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -61516.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61520.144531 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -61520.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61520.144531 Penalty: 3152.629395
	Iteration 16F: 3 clusters Score -61520.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Entering Unmasked Estep 
Score: -1127303.625000 Penalty: 2283.270020
	Iteration 0F: 2 clusters Score -1127304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1119603.500000 Penalty: 4566.540039
	Iteration 0F: 3 clusters Score -1119604 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1121763.750000 Penalty: 4566.540039
	Iteration 1F: 3 clusters Score -1121764 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1122072.500000 Penalty: 4566.540039
	Iteration 2F: 3 clusters Score -1122072 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1122307.125000 Penalty: 4566.540039
	Iteration 3F: 3 clusters Score -1122307 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1122473.875000 Penalty: 4566.540039
	Iteration 4Q: 3 clusters Score -1122474 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1122616.875000 Penalty: 4566.540039
	Iteration 5Q: 3 clusters Score -1122617 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1122744.750000 Penalty: 4566.540039
	Iteration 6Q: 3 clusters Score -1122745 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1122876.750000 Penalty: 4566.540039
	Iteration 7Q: 3 clusters Score -1122877 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1123002.125000 Penalty: 4566.540039
	Iteration 8Q: 3 clusters Score -1123002 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1123104.375000 Penalty: 4566.540039
	Iteration 9Q: 3 clusters Score -1123104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1123190.750000 Penalty: 4566.540039
	Iteration 10Q: 3 clusters Score -1123191 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1123291.875000 Penalty: 4566.540039
	Iteration 11Q: 3 clusters Score -1123292 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1123381.000000 Penalty: 4566.540039
	Iteration 12Q: 3 clusters Score -1123381 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1123465.375000 Penalty: 4566.540039
	Iteration 13Q: 3 clusters Score -1123465 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1123558.500000 Penalty: 4566.540039
	Iteration 14Q: 3 clusters Score -1123558 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1123657.375000 Penalty: 4566.540039
	Iteration 15Q: 3 clusters Score -1123657 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1123744.250000 Penalty: 4566.540039
	Iteration 16Q: 3 clusters Score -1123744 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1123827.250000 Penalty: 4566.540039
	Iteration 17Q: 3 clusters Score -1123827 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1123885.875000 Penalty: 4566.540039
	Iteration 18Q: 3 clusters Score -1123886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1123936.750000 Penalty: 4566.540039
	Iteration 19Q: 3 clusters Score -1123937 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1123987.625000 Penalty: 4566.540039
	Iteration 20F: 3 clusters Score -1123988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1124037.375000 Penalty: 4566.540039
	Iteration 21Q: 3 clusters Score -1124037 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1124092.625000 Penalty: 4566.540039
	Iteration 22Q: 3 clusters Score -1124093 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1124154.375000 Penalty: 4566.540039
	Iteration 23Q: 3 clusters Score -1124154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1124239.000000 Penalty: 4566.540039
	Iteration 24Q: 3 clusters Score -1124239 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1124323.250000 Penalty: 4566.540039
	Iteration 25Q: 3 clusters Score -1124323 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1124398.125000 Penalty: 4566.540039
	Iteration 26Q: 3 clusters Score -1124398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1124489.625000 Penalty: 4566.540039
	Iteration 27Q: 3 clusters Score -1124490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1124579.125000 Penalty: 4566.540039
	Iteration 28Q: 3 clusters Score -1124579 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1124671.000000 Penalty: 4566.540039
	Iteration 29Q: 3 clusters Score -1124671 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1124778.500000 Penalty: 4566.540039
	Iteration 30Q: 3 clusters Score -1124778 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1124858.500000 Penalty: 4566.540039
	Iteration 31Q: 3 clusters Score -1124858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1124928.625000 Penalty: 4566.540039
	Iteration 32Q: 3 clusters Score -1124929 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1124992.500000 Penalty: 4566.540039
	Iteration 33Q: 3 clusters Score -1124992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1125048.875000 Penalty: 4566.540039
	Iteration 34Q: 3 clusters Score -1125049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1125099.125000 Penalty: 4566.540039
	Iteration 35Q: 3 clusters Score -1125099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1125147.375000 Penalty: 4566.540039
	Iteration 36Q: 3 clusters Score -1125147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1125183.125000 Penalty: 4566.540039
	Iteration 37Q: 3 clusters Score -1125183 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1125217.125000 Penalty: 4566.540039
	Iteration 38Q: 3 clusters Score -1125217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1125253.875000 Penalty: 4566.540039
	Iteration 39Q: 3 clusters Score -1125254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1125296.250000 Penalty: 4566.540039
	Iteration 40F: 3 clusters Score -1125296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1125344.250000 Penalty: 4566.540039
	Iteration 41Q: 3 clusters Score -1125344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1125382.250000 Penalty: 4566.540039
	Iteration 42Q: 3 clusters Score -1125382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1125418.875000 Penalty: 4566.540039
	Iteration 43Q: 3 clusters Score -1125419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1125447.500000 Penalty: 4566.540039
	Iteration 44Q: 3 clusters Score -1125448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1125480.625000 Penalty: 4566.540039
	Iteration 45Q: 3 clusters Score -1125481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1125506.250000 Penalty: 4566.540039
	Iteration 46Q: 3 clusters Score -1125506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1125532.625000 Penalty: 4566.540039
	Iteration 47Q: 3 clusters Score -1125533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1125552.125000 Penalty: 4566.540039
	Iteration 48Q: 3 clusters Score -1125552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1125565.375000 Penalty: 4566.540039
	Iteration 49Q: 3 clusters Score -1125565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1125578.875000 Penalty: 4566.540039
	Iteration 50Q: 3 clusters Score -1125579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1125588.250000 Penalty: 4566.540039
	Iteration 51Q: 3 clusters Score -1125588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1125593.625000 Penalty: 4566.540039
	Iteration 52Q: 3 clusters Score -1125594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1125597.250000 Penalty: 4566.540039
	Iteration 53Q: 3 clusters Score -1125597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1125604.625000 Penalty: 4566.540039
	Iteration 54Q: 3 clusters Score -1125605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1125612.125000 Penalty: 4566.540039
	Iteration 55Q: 3 clusters Score -1125612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1125617.375000 Penalty: 4566.540039
	Iteration 56Q: 3 clusters Score -1125617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1125624.875000 Penalty: 4566.540039
	Iteration 57Q: 3 clusters Score -1125625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1125629.500000 Penalty: 4566.540039
	Iteration 58Q: 3 clusters Score -1125630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1125633.750000 Penalty: 4566.540039
	Iteration 59Q: 3 clusters Score -1125634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1125636.375000 Penalty: 4566.540039
	Iteration 60F: 3 clusters Score -1125636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1125637.625000 Penalty: 4566.540039
	Iteration 61Q: 3 clusters Score -1125638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1125641.500000 Penalty: 4566.540039
	Iteration 62Q: 3 clusters Score -1125642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1125644.625000 Penalty: 4566.540039
	Iteration 63Q: 3 clusters Score -1125645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1125646.375000 Penalty: 4566.540039
	Iteration 64Q: 3 clusters Score -1125646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1125649.750000 Penalty: 4566.540039
	Iteration 65Q: 3 clusters Score -1125650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1125651.000000 Penalty: 4566.540039
	Iteration 66Q: 3 clusters Score -1125651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1125653.375000 Penalty: 4566.540039
	Iteration 67Q: 3 clusters Score -1125653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1125654.375000 Penalty: 4566.540039
	Iteration 68Q: 3 clusters Score -1125654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1125656.250000 Penalty: 4566.540039
	Iteration 69Q: 3 clusters Score -1125656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1125659.625000 Penalty: 4566.540039
	Iteration 70Q: 3 clusters Score -1125660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1125662.125000 Penalty: 4566.540039
	Iteration 71Q: 3 clusters Score -1125662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1125662.250000 Penalty: 4566.540039
	Iteration 72Q: 3 clusters Score -1125662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1125665.125000 Penalty: 4566.540039
	Iteration 73Q: 3 clusters Score -1125665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1125665.625000 Penalty: 4566.540039
	Iteration 74Q: 3 clusters Score -1125666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1125664.375000 Penalty: 4566.540039
	Iteration 75Q: 3 clusters Score -1125664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1125665.375000 Penalty: 4566.540039
	Iteration 76Q: 3 clusters Score -1125665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1125665.750000 Penalty: 4566.540039
	Iteration 77Q: 3 clusters Score -1125666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1125664.375000 Penalty: 4566.540039
	Iteration 78Q: 3 clusters Score -1125664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1125664.375000 Penalty: 4566.540039
	Iteration 79F: 3 clusters Score -1125664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (72810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Entering Unmasked Estep 
Score: -8838674.000000 Penalty: 2776.510742
	Iteration 0F: 2 clusters Score -8838674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8789700.000000 Penalty: 5553.021484
	Iteration 0F: 3 clusters Score -8789700 nChanged 34086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -8809238.000000 Penalty: 5553.021484
	Iteration 1F: 3 clusters Score -8809238 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -8809716.000000 Penalty: 5553.021484
	Iteration 2Q: 3 clusters Score -8809716 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -8810244.000000 Penalty: 5553.021484
	Iteration 3Q: 3 clusters Score -8810244 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -8810760.000000 Penalty: 5553.021484
	Iteration 4Q: 3 clusters Score -8810760 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -8811422.000000 Penalty: 5553.021484
	Iteration 5Q: 3 clusters Score -8811422 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8812197.000000 Penalty: 5553.021484
	Iteration 6Q: 3 clusters Score -8812197 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -8813189.000000 Penalty: 5553.021484
	Iteration 7Q: 3 clusters Score -8813189 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8814472.000000 Penalty: 5553.021484
	Iteration 8Q: 3 clusters Score -8814472 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -8816470.000000 Penalty: 5553.021484
	Iteration 9Q: 3 clusters Score -8816470 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -8819289.000000 Penalty: 5553.021484
	Iteration 10F: 3 clusters Score -8819289 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -8822936.000000 Penalty: 5553.021484
	Iteration 11F: 3 clusters Score -8822936 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -8826281.000000 Penalty: 5553.021484
	Iteration 12F: 3 clusters Score -8826281 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -8828116.000000 Penalty: 5553.021484
	Iteration 13Q: 3 clusters Score -8828116 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -8829050.000000 Penalty: 5553.021484
	Iteration 14Q: 3 clusters Score -8829050 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -8829549.000000 Penalty: 5553.021484
	Iteration 15Q: 3 clusters Score -8829549 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -8829944.000000 Penalty: 5553.021484
	Iteration 16Q: 3 clusters Score -8829944 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -8830221.000000 Penalty: 5553.021484
	Iteration 17Q: 3 clusters Score -8830221 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -8830458.000000 Penalty: 5553.021484
	Iteration 18Q: 3 clusters Score -8830458 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -8830670.000000 Penalty: 5553.021484
	Iteration 19Q: 3 clusters Score -8830670 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -8830805.000000 Penalty: 5553.021484
	Iteration 20F: 3 clusters Score -8830805 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -8830963.000000 Penalty: 5553.021484
	Iteration 21Q: 3 clusters Score -8830963 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -8831107.000000 Penalty: 5553.021484
	Iteration 22Q: 3 clusters Score -8831107 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -8831261.000000 Penalty: 5553.021484
	Iteration 23Q: 3 clusters Score -8831261 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -8831452.000000 Penalty: 5553.021484
	Iteration 24Q: 3 clusters Score -8831452 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -8831614.000000 Penalty: 5553.021484
	Iteration 25Q: 3 clusters Score -8831614 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -8831778.000000 Penalty: 5553.021484
	Iteration 26Q: 3 clusters Score -8831778 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -8831886.000000 Penalty: 5553.021484
	Iteration 27Q: 3 clusters Score -8831886 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -8832012.000000 Penalty: 5553.021484
	Iteration 28Q: 3 clusters Score -8832012 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -8832141.000000 Penalty: 5553.021484
	Iteration 29Q: 3 clusters Score -8832141 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -8832284.000000 Penalty: 5553.021484
	Iteration 30Q: 3 clusters Score -8832284 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -8832440.000000 Penalty: 5553.021484
	Iteration 31Q: 3 clusters Score -8832440 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -8832628.000000 Penalty: 5553.021484
	Iteration 32Q: 3 clusters Score -8832628 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -8832858.000000 Penalty: 5553.021484
	Iteration 33Q: 3 clusters Score -8832858 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8833023.000000 Penalty: 5553.021484
	Iteration 34Q: 3 clusters Score -8833023 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -8833185.000000 Penalty: 5553.021484
	Iteration 35Q: 3 clusters Score -8833185 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -8833369.000000 Penalty: 5553.021484
	Iteration 36Q: 3 clusters Score -8833369 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -8833586.000000 Penalty: 5553.021484
	Iteration 37Q: 3 clusters Score -8833586 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -8833845.000000 Penalty: 5553.021484
	Iteration 38Q: 3 clusters Score -8833845 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -8834010.000000 Penalty: 5553.021484
	Iteration 39Q: 3 clusters Score -8834010 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -8834189.000000 Penalty: 5553.021484
	Iteration 40F: 3 clusters Score -8834189 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -8834399.000000 Penalty: 5553.021484
	Iteration 41Q: 3 clusters Score -8834399 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -8834626.000000 Penalty: 5553.021484
	Iteration 42Q: 3 clusters Score -8834626 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -8834851.000000 Penalty: 5553.021484
	Iteration 43Q: 3 clusters Score -8834851 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -8835056.000000 Penalty: 5553.021484
	Iteration 44Q: 3 clusters Score -8835056 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -8835225.000000 Penalty: 5553.021484
	Iteration 45Q: 3 clusters Score -8835225 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -8835399.000000 Penalty: 5553.021484
	Iteration 46Q: 3 clusters Score -8835399 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -8835574.000000 Penalty: 5553.021484
	Iteration 47Q: 3 clusters Score -8835574 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -8835718.000000 Penalty: 5553.021484
	Iteration 48Q: 3 clusters Score -8835718 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -8835817.000000 Penalty: 5553.021484
	Iteration 49Q: 3 clusters Score -8835817 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -8835901.000000 Penalty: 5553.021484
	Iteration 50Q: 3 clusters Score -8835901 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -8835958.000000 Penalty: 5553.021484
	Iteration 51Q: 3 clusters Score -8835958 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -8836014.000000 Penalty: 5553.021484
	Iteration 52Q: 3 clusters Score -8836014 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -8836090.000000 Penalty: 5553.021484
	Iteration 53Q: 3 clusters Score -8836090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -8836150.000000 Penalty: 5553.021484
	Iteration 54Q: 3 clusters Score -8836150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -8836214.000000 Penalty: 5553.021484
	Iteration 55Q: 3 clusters Score -8836214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -8836249.000000 Penalty: 5553.021484
	Iteration 56Q: 3 clusters Score -8836249 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -8836288.000000 Penalty: 5553.021484
	Iteration 57Q: 3 clusters Score -8836288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -8836328.000000 Penalty: 5553.021484
	Iteration 58Q: 3 clusters Score -8836328 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -8836355.000000 Penalty: 5553.021484
	Iteration 59Q: 3 clusters Score -8836355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -8836405.000000 Penalty: 5553.021484
	Iteration 60F: 3 clusters Score -8836405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -8836421.000000 Penalty: 5553.021484
	Iteration 61Q: 3 clusters Score -8836421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -8836458.000000 Penalty: 5553.021484
	Iteration 62Q: 3 clusters Score -8836458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -8836476.000000 Penalty: 5553.021484
	Iteration 63Q: 3 clusters Score -8836476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -8836512.000000 Penalty: 5553.021484
	Iteration 64Q: 3 clusters Score -8836512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -8836515.000000 Penalty: 5553.021484
	Iteration 65Q: 3 clusters Score -8836515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -8836531.000000 Penalty: 5553.021484
	Iteration 66Q: 3 clusters Score -8836531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -8836526.000000 Penalty: 5553.021484
	Iteration 67Q: 3 clusters Score -8836526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -8836536.000000 Penalty: 5553.021484
	Iteration 68Q: 3 clusters Score -8836536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -8836550.000000 Penalty: 5553.021484
	Iteration 69Q: 3 clusters Score -8836550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -8836572.000000 Penalty: 5553.021484
	Iteration 70Q: 3 clusters Score -8836572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -8836576.000000 Penalty: 5553.021484
	Iteration 71Q: 3 clusters Score -8836576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -8836576.000000 Penalty: 5553.021484
	Iteration 72Q: 3 clusters Score -8836576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -8836577.000000 Penalty: 5553.021484
	Iteration 73Q: 3 clusters Score -8836577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -8836579.000000 Penalty: 5553.021484
	Iteration 74Q: 3 clusters Score -8836579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -8836579.000000 Penalty: 5553.021484
	Iteration 75Q: 3 clusters Score -8836579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -8836577.000000 Penalty: 5553.021484
	Iteration 76Q: 3 clusters Score -8836577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -8836575.000000 Penalty: 5553.021484
	Iteration 77Q: 3 clusters Score -8836575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -8836581.000000 Penalty: 5553.021484
	Iteration 78Q: 3 clusters Score -8836581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -8836584.000000 Penalty: 5553.021484
	Iteration 79Q: 3 clusters Score -8836584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -8836585.000000 Penalty: 5553.021484
	Iteration 80F: 3 clusters Score -8836585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -8836590.000000 Penalty: 5553.021484
	Iteration 81Q: 3 clusters Score -8836590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -8836596.000000 Penalty: 5553.021484
	Iteration 82Q: 3 clusters Score -8836596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -8836596.000000 Penalty: 5553.021484
	Iteration 83Q: 3 clusters Score -8836596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -8836597.000000 Penalty: 5553.021484
	Iteration 84Q: 3 clusters Score -8836597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -8836610.000000 Penalty: 5553.021484
	Iteration 85Q: 3 clusters Score -8836610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -8836613.000000 Penalty: 5553.021484
	Iteration 86Q: 3 clusters Score -8836613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -8836611.000000 Penalty: 5553.021484
	Iteration 87Q: 3 clusters Score -8836611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 5553.021484
	Iteration 88Q: 3 clusters Score -8836617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -8836616.000000 Penalty: 5553.021484
	Iteration 89Q: 3 clusters Score -8836616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -8836611.000000 Penalty: 5553.021484
	Iteration 90Q: 3 clusters Score -8836611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 5553.021484
	Iteration 91Q: 3 clusters Score -8836617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -8836618.000000 Penalty: 5553.021484
	Iteration 92Q: 3 clusters Score -8836618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -8836621.000000 Penalty: 5553.021484
	Iteration 93Q: 3 clusters Score -8836621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -8836621.000000 Penalty: 5553.021484
	Iteration 94F: 3 clusters Score -8836621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Entering Unmasked Estep 
Score: -4529594.000000 Penalty: 2616.468750
	Iteration 0F: 2 clusters Score -4529594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4503815.000000 Penalty: 5232.937500
	Iteration 0F: 3 clusters Score -4503815 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4513416.500000 Penalty: 5232.937500
	Iteration 1F: 3 clusters Score -4513416 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4513924.500000 Penalty: 5232.937500
	Iteration 2Q: 3 clusters Score -4513924 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4514373.000000 Penalty: 5232.937500
	Iteration 3Q: 3 clusters Score -4514373 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4514768.500000 Penalty: 5232.937500
	Iteration 4Q: 3 clusters Score -4514768 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4515200.500000 Penalty: 5232.937500
	Iteration 5Q: 3 clusters Score -4515200 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4515672.000000 Penalty: 5232.937500
	Iteration 6Q: 3 clusters Score -4515672 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4516278.500000 Penalty: 5232.937500
	Iteration 7Q: 3 clusters Score -4516278 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4517033.500000 Penalty: 5232.937500
	Iteration 8Q: 3 clusters Score -4517034 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4517967.500000 Penalty: 5232.937500
	Iteration 9Q: 3 clusters Score -4517968 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -4519047.000000 Penalty: 5232.937500
	Iteration 10F: 3 clusters Score -4519047 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4520290.500000 Penalty: 5232.937500
	Iteration 11F: 3 clusters Score -4520290 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4521538.500000 Penalty: 5232.937500
	Iteration 12F: 3 clusters Score -4521538 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -4522758.500000 Penalty: 5232.937500
	Iteration 13Q: 3 clusters Score -4522758 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -4523780.000000 Penalty: 5232.937500
	Iteration 14Q: 3 clusters Score -4523780 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4524618.500000 Penalty: 5232.937500
	Iteration 15Q: 3 clusters Score -4524618 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4525325.500000 Penalty: 5232.937500
	Iteration 16Q: 3 clusters Score -4525326 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4525959.000000 Penalty: 5232.937500
	Iteration 17Q: 3 clusters Score -4525959 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4526355.000000 Penalty: 5232.937500
	Iteration 18Q: 3 clusters Score -4526355 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4526632.000000 Penalty: 5232.937500
	Iteration 19Q: 3 clusters Score -4526632 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4526887.000000 Penalty: 5232.937500
	Iteration 20F: 3 clusters Score -4526887 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4526987.000000 Penalty: 5232.937500
	Iteration 21Q: 3 clusters Score -4526987 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -4527081.500000 Penalty: 5232.937500
	Iteration 22Q: 3 clusters Score -4527082 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4527155.000000 Penalty: 5232.937500
	Iteration 23Q: 3 clusters Score -4527155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4527191.000000 Penalty: 5232.937500
	Iteration 24Q: 3 clusters Score -4527191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4527218.000000 Penalty: 5232.937500
	Iteration 25Q: 3 clusters Score -4527218 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4527243.500000 Penalty: 5232.937500
	Iteration 26Q: 3 clusters Score -4527244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4527270.500000 Penalty: 5232.937500
	Iteration 27Q: 3 clusters Score -4527270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4527290.000000 Penalty: 5232.937500
	Iteration 28Q: 3 clusters Score -4527290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4527309.500000 Penalty: 5232.937500
	Iteration 29Q: 3 clusters Score -4527310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4527319.000000 Penalty: 5232.937500
	Iteration 30Q: 3 clusters Score -4527319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4527328.500000 Penalty: 5232.937500
	Iteration 31Q: 3 clusters Score -4527328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4527343.000000 Penalty: 5232.937500
	Iteration 32Q: 3 clusters Score -4527343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4527363.500000 Penalty: 5232.937500
	Iteration 33Q: 3 clusters Score -4527364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4527381.500000 Penalty: 5232.937500
	Iteration 34Q: 3 clusters Score -4527382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4527399.000000 Penalty: 5232.937500
	Iteration 35Q: 3 clusters Score -4527399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4527403.500000 Penalty: 5232.937500
	Iteration 36Q: 3 clusters Score -4527404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4527426.000000 Penalty: 5232.937500
	Iteration 37Q: 3 clusters Score -4527426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4527444.000000 Penalty: 5232.937500
	Iteration 38Q: 3 clusters Score -4527444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4527443.500000 Penalty: 5232.937500
	Iteration 39Q: 3 clusters Score -4527444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4527463.000000 Penalty: 5232.937500
	Iteration 40F: 3 clusters Score -4527463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4527469.000000 Penalty: 5232.937500
	Iteration 41Q: 3 clusters Score -4527469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4527481.500000 Penalty: 5232.937500
	Iteration 42Q: 3 clusters Score -4527482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4527496.000000 Penalty: 5232.937500
	Iteration 43Q: 3 clusters Score -4527496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4527501.500000 Penalty: 5232.937500
	Iteration 44Q: 3 clusters Score -4527502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4527496.500000 Penalty: 5232.937500
	Iteration 45Q: 3 clusters Score -4527496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4527500.000000 Penalty: 5232.937500
	Iteration 46Q: 3 clusters Score -4527500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4527497.500000 Penalty: 5232.937500
	Iteration 47Q: 3 clusters Score -4527498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4527509.000000 Penalty: 5232.937500
	Iteration 48Q: 3 clusters Score -4527509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4527518.000000 Penalty: 5232.937500
	Iteration 49Q: 3 clusters Score -4527518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4527526.000000 Penalty: 5232.937500
	Iteration 50Q: 3 clusters Score -4527526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4527521.000000 Penalty: 5232.937500
	Iteration 51Q: 3 clusters Score -4527521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4527524.000000 Penalty: 5232.937500
	Iteration 52Q: 3 clusters Score -4527524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4527537.000000 Penalty: 5232.937500
	Iteration 53Q: 3 clusters Score -4527537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4527544.500000 Penalty: 5232.937500
	Iteration 54Q: 3 clusters Score -4527544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4527544.000000 Penalty: 5232.937500
	Iteration 55Q: 3 clusters Score -4527544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4527559.000000 Penalty: 5232.937500
	Iteration 56Q: 3 clusters Score -4527559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4527561.000000 Penalty: 5232.937500
	Iteration 57Q: 3 clusters Score -4527561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4527569.000000 Penalty: 5232.937500
	Iteration 58Q: 3 clusters Score -4527569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4527576.500000 Penalty: 5232.937500
	Iteration 59Q: 3 clusters Score -4527576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4527577.500000 Penalty: 5232.937500
	Iteration 60F: 3 clusters Score -4527578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4527581.500000 Penalty: 5232.937500
	Iteration 61Q: 3 clusters Score -4527582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4527580.500000 Penalty: 5232.937500
	Iteration 62Q: 3 clusters Score -4527580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4527592.500000 Penalty: 5232.937500
	Iteration 63Q: 3 clusters Score -4527592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4527605.000000 Penalty: 5232.937500
	Iteration 64Q: 3 clusters Score -4527605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4527603.500000 Penalty: 5232.937500
	Iteration 65Q: 3 clusters Score -4527604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4527605.500000 Penalty: 5232.937500
	Iteration 66Q: 3 clusters Score -4527606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4527605.000000 Penalty: 5232.937500
	Iteration 67Q: 3 clusters Score -4527605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4527601.500000 Penalty: 5232.937500
	Iteration 68Q: 3 clusters Score -4527602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4527609.000000 Penalty: 5232.937500
	Iteration 69Q: 3 clusters Score -4527609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4527611.000000 Penalty: 5232.937500
	Iteration 70Q: 3 clusters Score -4527611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4527613.000000 Penalty: 5232.937500
	Iteration 71Q: 3 clusters Score -4527613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4527613.500000 Penalty: 5232.937500
	Iteration 72Q: 3 clusters Score -4527614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4527611.500000 Penalty: 5232.937500
	Iteration 73Q: 3 clusters Score -4527612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4527616.000000 Penalty: 5232.937500
	Iteration 74Q: 3 clusters Score -4527616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4527626.500000 Penalty: 5232.937500
	Iteration 75Q: 3 clusters Score -4527626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4527637.000000 Penalty: 5232.937500
	Iteration 76Q: 3 clusters Score -4527637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4527638.500000 Penalty: 5232.937500
	Iteration 77Q: 3 clusters Score -4527638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4527644.000000 Penalty: 5232.937500
	Iteration 78Q: 3 clusters Score -4527644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4527645.000000 Penalty: 5232.937500
	Iteration 79Q: 3 clusters Score -4527645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4527647.500000 Penalty: 5232.937500
	Iteration 80F: 3 clusters Score -4527648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4527650.000000 Penalty: 5232.937500
	Iteration 81Q: 3 clusters Score -4527650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4527643.000000 Penalty: 5232.937500
	Iteration 82Q: 3 clusters Score -4527643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4527641.000000 Penalty: 5232.937500
	Iteration 83Q: 3 clusters Score -4527641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4527642.500000 Penalty: 5232.937500
	Iteration 84Q: 3 clusters Score -4527642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4527649.000000 Penalty: 5232.937500
	Iteration 85Q: 3 clusters Score -4527649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4527646.000000 Penalty: 5232.937500
	Iteration 86Q: 3 clusters Score -4527646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4527648.500000 Penalty: 5232.937500
	Iteration 87Q: 3 clusters Score -4527648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4527655.000000 Penalty: 5232.937500
	Iteration 88Q: 3 clusters Score -4527655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4527657.500000 Penalty: 5232.937500
	Iteration 89Q: 3 clusters Score -4527658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4527665.000000 Penalty: 5232.937500
	Iteration 90Q: 3 clusters Score -4527665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4527666.500000 Penalty: 5232.937500
	Iteration 91Q: 3 clusters Score -4527666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4527674.000000 Penalty: 5232.937500
	Iteration 92Q: 3 clusters Score -4527674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4527674.000000 Penalty: 5232.937500
	Iteration 93Q: 3 clusters Score -4527674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4527673.500000 Penalty: 5232.937500
	Iteration 94Q: 3 clusters Score -4527674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4527672.000000 Penalty: 5232.937500
	Iteration 95Q: 3 clusters Score -4527672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4527675.500000 Penalty: 5232.937500
	Iteration 96Q: 3 clusters Score -4527676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4527673.500000 Penalty: 5232.937500
	Iteration 97Q: 3 clusters Score -4527674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4527669.500000 Penalty: 5232.937500
	Iteration 98Q: 3 clusters Score -4527670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4527675.500000 Penalty: 5232.937500
	Iteration 99Q: 3 clusters Score -4527676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4527674.000000 Penalty: 5232.937500
	Iteration 100F: 3 clusters Score -4527674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4527680.500000 Penalty: 5232.937500
	Iteration 101Q: 3 clusters Score -4527680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4527677.000000 Penalty: 5232.937500
	Iteration 102Q: 3 clusters Score -4527677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4527677.000000 Penalty: 5232.937500
	Iteration 103F: 3 clusters Score -4527677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Entering Unmasked Estep 
Score: -1938058.750000 Penalty: 2421.727539
	Iteration 0F: 2 clusters Score -1938059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1925660.000000 Penalty: 4843.455078
	Iteration 0F: 3 clusters Score -1925660 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1929815.750000 Penalty: 4843.455078
	Iteration 1F: 3 clusters Score -1929816 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1930417.875000 Penalty: 4843.455078
	Iteration 2F: 3 clusters Score -1930418 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1931222.750000 Penalty: 4843.455078
	Iteration 3F: 3 clusters Score -1931223 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1932293.000000 Penalty: 4843.455078
	Iteration 4F: 3 clusters Score -1932293 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1933429.125000 Penalty: 4843.455078
	Iteration 5F: 3 clusters Score -1933429 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1934612.750000 Penalty: 4843.455078
	Iteration 6F: 3 clusters Score -1934613 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1935581.750000 Penalty: 4843.455078
	Iteration 7F: 3 clusters Score -1935582 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1936244.750000 Penalty: 4843.455078
	Iteration 8Q: 3 clusters Score -1936245 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1936599.250000 Penalty: 4843.455078
	Iteration 9Q: 3 clusters Score -1936599 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1936797.375000 Penalty: 4843.455078
	Iteration 10Q: 3 clusters Score -1936797 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1936919.875000 Penalty: 4843.455078
	Iteration 11Q: 3 clusters Score -1936920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1936993.625000 Penalty: 4843.455078
	Iteration 12Q: 3 clusters Score -1936994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1937036.750000 Penalty: 4843.455078
	Iteration 13Q: 3 clusters Score -1937037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1937079.375000 Penalty: 4843.455078
	Iteration 14Q: 3 clusters Score -1937079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1937103.750000 Penalty: 4843.455078
	Iteration 15Q: 3 clusters Score -1937104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1937136.500000 Penalty: 4843.455078
	Iteration 16Q: 3 clusters Score -1937136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1937162.375000 Penalty: 4843.455078
	Iteration 17Q: 3 clusters Score -1937162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1937189.750000 Penalty: 4843.455078
	Iteration 18Q: 3 clusters Score -1937190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1937203.125000 Penalty: 4843.455078
	Iteration 19Q: 3 clusters Score -1937203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1937209.875000 Penalty: 4843.455078
	Iteration 20F: 3 clusters Score -1937210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1937215.750000 Penalty: 4843.455078
	Iteration 21Q: 3 clusters Score -1937216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1937225.125000 Penalty: 4843.455078
	Iteration 22Q: 3 clusters Score -1937225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1937232.000000 Penalty: 4843.455078
	Iteration 23Q: 3 clusters Score -1937232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1937236.125000 Penalty: 4843.455078
	Iteration 24Q: 3 clusters Score -1937236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1937243.875000 Penalty: 4843.455078
	Iteration 25Q: 3 clusters Score -1937244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1937248.625000 Penalty: 4843.455078
	Iteration 26Q: 3 clusters Score -1937249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1937245.875000 Penalty: 4843.455078
	Iteration 27Q: 3 clusters Score -1937246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1937247.125000 Penalty: 4843.455078
	Iteration 28Q: 3 clusters Score -1937247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1937246.875000 Penalty: 4843.455078
	Iteration 29Q: 3 clusters Score -1937247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1937246.875000 Penalty: 4843.455078
	Iteration 30F: 3 clusters Score -1937247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Entering Unmasked Estep 
Score: -2441349.500000 Penalty: 2468.707520
	Iteration 0F: 2 clusters Score -2441350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2426517.500000 Penalty: 4937.415039
	Iteration 0F: 3 clusters Score -2426518 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2431771.500000 Penalty: 4937.415039
	Iteration 1F: 3 clusters Score -2431772 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2432254.000000 Penalty: 4937.415039
	Iteration 2F: 3 clusters Score -2432254 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2432691.000000 Penalty: 4937.415039
	Iteration 3Q: 3 clusters Score -2432691 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2433185.000000 Penalty: 4937.415039
	Iteration 4Q: 3 clusters Score -2433185 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2433740.000000 Penalty: 4937.415039
	Iteration 5F: 3 clusters Score -2433740 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2434371.250000 Penalty: 4937.415039
	Iteration 6F: 3 clusters Score -2434371 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2435165.250000 Penalty: 4937.415039
	Iteration 7F: 3 clusters Score -2435165 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2435938.000000 Penalty: 4937.415039
	Iteration 8F: 3 clusters Score -2435938 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2436765.250000 Penalty: 4937.415039
	Iteration 9Q: 3 clusters Score -2436765 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2437515.250000 Penalty: 4937.415039
	Iteration 10Q: 3 clusters Score -2437515 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2438094.500000 Penalty: 4937.415039
	Iteration 11Q: 3 clusters Score -2438094 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2438473.000000 Penalty: 4937.415039
	Iteration 12Q: 3 clusters Score -2438473 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2438744.250000 Penalty: 4937.415039
	Iteration 13Q: 3 clusters Score -2438744 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2438906.250000 Penalty: 4937.415039
	Iteration 14Q: 3 clusters Score -2438906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2439023.250000 Penalty: 4937.415039
	Iteration 15Q: 3 clusters Score -2439023 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2439101.250000 Penalty: 4937.415039
	Iteration 16Q: 3 clusters Score -2439101 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2439170.500000 Penalty: 4937.415039
	Iteration 17Q: 3 clusters Score -2439170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2439223.250000 Penalty: 4937.415039
	Iteration 18Q: 3 clusters Score -2439223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2439247.750000 Penalty: 4937.415039
	Iteration 19Q: 3 clusters Score -2439248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2439277.250000 Penalty: 4937.415039
	Iteration 20F: 3 clusters Score -2439277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2439298.750000 Penalty: 4937.415039
	Iteration 21Q: 3 clusters Score -2439299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2439325.500000 Penalty: 4937.415039
	Iteration 22Q: 3 clusters Score -2439326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2439348.500000 Penalty: 4937.415039
	Iteration 23Q: 3 clusters Score -2439348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2439353.750000 Penalty: 4937.415039
	Iteration 24Q: 3 clusters Score -2439354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2439359.500000 Penalty: 4937.415039
	Iteration 25Q: 3 clusters Score -2439360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2439361.250000 Penalty: 4937.415039
	Iteration 26Q: 3 clusters Score -2439361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2439370.000000 Penalty: 4937.415039
	Iteration 27Q: 3 clusters Score -2439370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2439380.000000 Penalty: 4937.415039
	Iteration 28Q: 3 clusters Score -2439380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2439383.500000 Penalty: 4937.415039
	Iteration 29Q: 3 clusters Score -2439384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2439392.250000 Penalty: 4937.415039
	Iteration 30Q: 3 clusters Score -2439392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2439396.500000 Penalty: 4937.415039
	Iteration 31Q: 3 clusters Score -2439396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2439402.250000 Penalty: 4937.415039
	Iteration 32Q: 3 clusters Score -2439402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2439408.750000 Penalty: 4937.415039
	Iteration 33Q: 3 clusters Score -2439409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2439414.250000 Penalty: 4937.415039
	Iteration 34Q: 3 clusters Score -2439414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2439421.250000 Penalty: 4937.415039
	Iteration 35Q: 3 clusters Score -2439421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2439426.500000 Penalty: 4937.415039
	Iteration 36Q: 3 clusters Score -2439426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2439430.000000 Penalty: 4937.415039
	Iteration 37Q: 3 clusters Score -2439430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2439432.250000 Penalty: 4937.415039
	Iteration 38Q: 3 clusters Score -2439432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2439434.750000 Penalty: 4937.415039
	Iteration 39Q: 3 clusters Score -2439435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2439433.000000 Penalty: 4937.415039
	Iteration 40F: 3 clusters Score -2439433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2439431.250000 Penalty: 4937.415039
	Iteration 41Q: 3 clusters Score -2439431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2439431.250000 Penalty: 4937.415039
	Iteration 42Q: 3 clusters Score -2439431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2439433.750000 Penalty: 4937.415039
	Iteration 43Q: 3 clusters Score -2439434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2439434.000000 Penalty: 4937.415039
	Iteration 44Q: 3 clusters Score -2439434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2439434.000000 Penalty: 4937.415039
	Iteration 45F: 3 clusters Score -2439434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -97693.687500 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -97693.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95837.515625 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -95837.52 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96097.031250 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -96097.03 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96214.679688 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -96214.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96270.898438 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -96270.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96299.015625 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -96299.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -96322.093750 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -96322.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96345.156250 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -96345.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96368.109375 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -96368.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96377.375000 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -96377.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -96390.406250 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -96390.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96396.859375 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -96396.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -96401.085938 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -96401.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -96402.789062 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -96402.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96404.375000 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -96404.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96404.375000 Penalty: 3365.651611
	Iteration 14F: 3 clusters Score -96404.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -370634.187500 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -370634.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -367100.656250 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -367100.7 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -367853.531250 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -367853.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -368109.593750 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -368109.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -368302.718750 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -368302.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -368479.218750 Penalty: 4033.093506
	Iteration 4F: 3 clusters Score -368479.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -368644.250000 Penalty: 4033.093506
	Iteration 5F: 3 clusters Score -368644.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -368798.625000 Penalty: 4033.093506
	Iteration 6Q: 3 clusters Score -368798.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -368939.000000 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -368939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -369055.843750 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -369055.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -369142.281250 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -369142.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -369202.625000 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -369202.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -369245.281250 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -369245.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -369280.656250 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -369280.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -369300.031250 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -369300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -369314.718750 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -369314.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -369323.375000 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -369323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -369326.968750 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -369327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -369330.687500 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -369330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -369333.906250 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -369333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -369337.187500 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -369337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -369342.562500 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -369342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -369346.031250 Penalty: 4033.093506
	Iteration 21Q: 3 clusters Score -369346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -369349.093750 Penalty: 4033.093506
	Iteration 22Q: 3 clusters Score -369349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -369351.000000 Penalty: 4033.093506
	Iteration 23Q: 3 clusters Score -369351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -369351.187500 Penalty: 4033.093506
	Iteration 24Q: 3 clusters Score -369351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -369351.343750 Penalty: 4033.093506
	Iteration 25Q: 3 clusters Score -369351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -369351.343750 Penalty: 4033.093506
	Iteration 26F: 3 clusters Score -369351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Entering Unmasked Estep 
Score: -1195825.875000 Penalty: 2292.480225
	Iteration 0F: 2 clusters Score -1195826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1187947.750000 Penalty: 4584.960449
	Iteration 0F: 3 clusters Score -1187948 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1190290.750000 Penalty: 4584.960449
	Iteration 1F: 3 clusters Score -1190291 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1190686.625000 Penalty: 4584.960449
	Iteration 2F: 3 clusters Score -1190687 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1191070.375000 Penalty: 4584.960449
	Iteration 3F: 3 clusters Score -1191070 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1191428.500000 Penalty: 4584.960449
	Iteration 4F: 3 clusters Score -1191428 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1191720.000000 Penalty: 4584.960449
	Iteration 5F: 3 clusters Score -1191720 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1191988.000000 Penalty: 4584.960449
	Iteration 6Q: 3 clusters Score -1191988 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1192256.375000 Penalty: 4584.960449
	Iteration 7Q: 3 clusters Score -1192256 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1192507.625000 Penalty: 4584.960449
	Iteration 8Q: 3 clusters Score -1192508 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1192789.625000 Penalty: 4584.960449
	Iteration 9Q: 3 clusters Score -1192790 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1193071.625000 Penalty: 4584.960449
	Iteration 10Q: 3 clusters Score -1193072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1193369.500000 Penalty: 4584.960449
	Iteration 11Q: 3 clusters Score -1193370 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1193664.500000 Penalty: 4584.960449
	Iteration 12Q: 3 clusters Score -1193664 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1193858.625000 Penalty: 4584.960449
	Iteration 13Q: 3 clusters Score -1193859 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1193962.500000 Penalty: 4584.960449
	Iteration 14Q: 3 clusters Score -1193962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1194045.750000 Penalty: 4584.960449
	Iteration 15Q: 3 clusters Score -1194046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1194106.250000 Penalty: 4584.960449
	Iteration 16Q: 3 clusters Score -1194106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1194154.250000 Penalty: 4584.960449
	Iteration 17Q: 3 clusters Score -1194154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1194189.000000 Penalty: 4584.960449
	Iteration 18Q: 3 clusters Score -1194189 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1194228.000000 Penalty: 4584.960449
	Iteration 19Q: 3 clusters Score -1194228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1194271.125000 Penalty: 4584.960449
	Iteration 20F: 3 clusters Score -1194271 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1194321.375000 Penalty: 4584.960449
	Iteration 21Q: 3 clusters Score -1194321 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1194385.625000 Penalty: 4584.960449
	Iteration 22Q: 3 clusters Score -1194386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1194460.250000 Penalty: 4584.960449
	Iteration 23Q: 3 clusters Score -1194460 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1194560.500000 Penalty: 4584.960449
	Iteration 24Q: 3 clusters Score -1194560 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1194663.625000 Penalty: 4584.960449
	Iteration 25Q: 3 clusters Score -1194664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1194785.125000 Penalty: 4584.960449
	Iteration 26Q: 3 clusters Score -1194785 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1194917.250000 Penalty: 4584.960449
	Iteration 27Q: 3 clusters Score -1194917 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1195072.375000 Penalty: 4584.960449
	Iteration 28Q: 3 clusters Score -1195072 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1195264.750000 Penalty: 4584.960449
	Iteration 29Q: 3 clusters Score -1195265 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1195476.875000 Penalty: 4584.960449
	Iteration 30Q: 3 clusters Score -1195477 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1195655.750000 Penalty: 4584.960449
	Iteration 31Q: 3 clusters Score -1195656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1195821.750000 Penalty: 4584.960449
	Iteration 32Q: 3 clusters Score -1195822 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1195919.625000 Penalty: 4584.960449
	Iteration 33Q: 3 clusters Score -1195920 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1195982.750000 Penalty: 4584.960449
	Iteration 34Q: 3 clusters Score -1195983 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1196010.750000 Penalty: 4584.960449
	Iteration 35Q: 3 clusters Score -1196011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1196027.875000 Penalty: 4584.960449
	Iteration 36Q: 3 clusters Score -1196028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1196039.125000 Penalty: 4584.960449
	Iteration 37Q: 3 clusters Score -1196039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1196052.000000 Penalty: 4584.960449
	Iteration 38Q: 3 clusters Score -1196052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1196063.875000 Penalty: 4584.960449
	Iteration 39Q: 3 clusters Score -1196064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1196067.500000 Penalty: 4584.960449
	Iteration 40F: 3 clusters Score -1196068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1196069.625000 Penalty: 4584.960449
	Iteration 41Q: 3 clusters Score -1196070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1196072.125000 Penalty: 4584.960449
	Iteration 42Q: 3 clusters Score -1196072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1196072.875000 Penalty: 4584.960449
	Iteration 43Q: 3 clusters Score -1196073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1196074.375000 Penalty: 4584.960449
	Iteration 44Q: 3 clusters Score -1196074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1196072.000000 Penalty: 4584.960449
	Iteration 45Q: 3 clusters Score -1196072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1196073.875000 Penalty: 4584.960449
	Iteration 46Q: 3 clusters Score -1196074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1196075.125000 Penalty: 4584.960449
	Iteration 47Q: 3 clusters Score -1196075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1196076.500000 Penalty: 4584.960449
	Iteration 48Q: 3 clusters Score -1196076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1196076.500000 Penalty: 4584.960449
	Iteration 49F: 3 clusters Score -1196076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 11792 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 79205 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 92977 members 
Mstep: Class 7 contains 158205 members 
Mstep: Class 8 contains 11756 members 
Mstep: Class 9 contains 115792 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175726 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 21689 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 168801 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110532 members 
Mstep: Class 18 contains 28948 members 
Mstep: Class 19 contains 242709 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 62491 members 
Mstep: Class 22 contains 19672 members 
Mstep: Class 23 contains 9235 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 10787 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9964 members 
Mstep: Class 29 contains 72810 members 
Mstep: Class 30 contains 38188 members 
Mstep: Class 31 contains 17414 members 
Mstep: Class 32 contains 21046 members 
Mstep: Class 33 contains 885 members 
Mstep: Class 34 contains 3399 members 
Mstep: Class 35 contains 7088 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6265 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Mstep: Class 40 contains 3253 members 
Entering Unmasked Estep 
Score: -205581968.000000 Penalty: 142798.250000
Splitting cluster 35 changes total score from -205582976.000000 to -205581968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -18286.267578 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18286.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17214.566406 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17214.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17285.908203 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17285.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17289.714844 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17289.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17289.714844 Penalty: 2586.608154
	Iteration 3F: 3 clusters Score -17289.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -757302.062500 Penalty: 2168.197998
	Iteration 0F: 2 clusters Score -757302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -751949.687500 Penalty: 4336.395996
	Iteration 0F: 3 clusters Score -751949.7 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -753290.625000 Penalty: 4336.395996
	Iteration 1F: 3 clusters Score -753290.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -753522.500000 Penalty: 4336.395996
	Iteration 2F: 3 clusters Score -753522.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -753676.500000 Penalty: 4336.395996
	Iteration 3Q: 3 clusters Score -753676.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -753771.000000 Penalty: 4336.395996
	Iteration 4Q: 3 clusters Score -753771 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -753834.250000 Penalty: 4336.395996
	Iteration 5Q: 3 clusters Score -753834.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -753881.000000 Penalty: 4336.395996
	Iteration 6Q: 3 clusters Score -753881 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -753920.125000 Penalty: 4336.395996
	Iteration 7Q: 3 clusters Score -753920.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -753951.937500 Penalty: 4336.395996
	Iteration 8Q: 3 clusters Score -753951.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -753983.750000 Penalty: 4336.395996
	Iteration 9Q: 3 clusters Score -753983.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -754012.812500 Penalty: 4336.395996
	Iteration 10Q: 3 clusters Score -754012.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -754042.625000 Penalty: 4336.395996
	Iteration 11Q: 3 clusters Score -754042.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -754086.687500 Penalty: 4336.395996
	Iteration 12Q: 3 clusters Score -754086.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -754126.437500 Penalty: 4336.395996
	Iteration 13Q: 3 clusters Score -754126.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -754166.375000 Penalty: 4336.395996
	Iteration 14Q: 3 clusters Score -754166.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -754213.062500 Penalty: 4336.395996
	Iteration 15Q: 3 clusters Score -754213.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -754261.750000 Penalty: 4336.395996
	Iteration 16Q: 3 clusters Score -754261.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -754321.500000 Penalty: 4336.395996
	Iteration 17Q: 3 clusters Score -754321.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -754379.250000 Penalty: 4336.395996
	Iteration 18Q: 3 clusters Score -754379.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -754442.000000 Penalty: 4336.395996
	Iteration 19Q: 3 clusters Score -754442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -754501.875000 Penalty: 4336.395996
	Iteration 20F: 3 clusters Score -754501.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -754556.062500 Penalty: 4336.395996
	Iteration 21Q: 3 clusters Score -754556.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -754605.687500 Penalty: 4336.395996
	Iteration 22Q: 3 clusters Score -754605.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -754652.687500 Penalty: 4336.395996
	Iteration 23Q: 3 clusters Score -754652.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -754706.875000 Penalty: 4336.395996
	Iteration 24Q: 3 clusters Score -754706.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -754764.625000 Penalty: 4336.395996
	Iteration 25Q: 3 clusters Score -754764.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -754829.937500 Penalty: 4336.395996
	Iteration 26Q: 3 clusters Score -754829.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -754890.250000 Penalty: 4336.395996
	Iteration 27Q: 3 clusters Score -754890.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -754966.625000 Penalty: 4336.395996
	Iteration 28Q: 3 clusters Score -754966.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -755052.125000 Penalty: 4336.395996
	Iteration 29Q: 3 clusters Score -755052.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -755137.562500 Penalty: 4336.395996
	Iteration 30Q: 3 clusters Score -755137.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -755211.937500 Penalty: 4336.395996
	Iteration 31Q: 3 clusters Score -755211.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -755282.062500 Penalty: 4336.395996
	Iteration 32Q: 3 clusters Score -755282.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -755318.562500 Penalty: 4336.395996
	Iteration 33Q: 3 clusters Score -755318.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -755361.000000 Penalty: 4336.395996
	Iteration 34Q: 3 clusters Score -755361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -755398.312500 Penalty: 4336.395996
	Iteration 35Q: 3 clusters Score -755398.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -755419.875000 Penalty: 4336.395996
	Iteration 36Q: 3 clusters Score -755419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -755434.812500 Penalty: 4336.395996
	Iteration 37Q: 3 clusters Score -755434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -755443.562500 Penalty: 4336.395996
	Iteration 38Q: 3 clusters Score -755443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -755447.250000 Penalty: 4336.395996
	Iteration 39Q: 3 clusters Score -755447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -755452.312500 Penalty: 4336.395996
	Iteration 40F: 3 clusters Score -755452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -755458.062500 Penalty: 4336.395996
	Iteration 41Q: 3 clusters Score -755458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -755461.875000 Penalty: 4336.395996
	Iteration 42Q: 3 clusters Score -755461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -755464.687500 Penalty: 4336.395996
	Iteration 43Q: 3 clusters Score -755464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -755465.562500 Penalty: 4336.395996
	Iteration 44Q: 3 clusters Score -755465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -755466.312500 Penalty: 4336.395996
	Iteration 45Q: 3 clusters Score -755466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -755466.312500 Penalty: 4336.395996
	Iteration 46F: 3 clusters Score -755466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -77718.703125 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -77718.7 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 370 members 
Entering Unmasked Estep 
Score: -76047.359375 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -76047.36 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76270.523438 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -76270.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76344.851562 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -76344.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76391.312500 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -76391.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76444.953125 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -76444.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76477.000000 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -76477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76501.789062 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -76501.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76534.218750 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -76534.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76570.812500 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -76570.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76608.671875 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -76608.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76637.101562 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -76637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76662.117188 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -76662.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76697.750000 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -76697.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76757.234375 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -76757.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76969.429688 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -76969.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77032.164062 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -77032.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77052.968750 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -77052.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77069.554688 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -77069.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77078.562500 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -77078.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77087.906250 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -77087.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77095.101562 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -77095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -62616.753906 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -62616.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61057.441406 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -61057.44 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61204.523438 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -61204.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61243.089844 Penalty: 3142.187012
	Iteration 2Q: 3 clusters Score -61243.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61268.492188 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -61268.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61284.343750 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -61284.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61301.929688 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -61301.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61312.742188 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -61312.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61320.925781 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -61320.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61321.792969 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -61321.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61321.792969 Penalty: 3142.187012
	Iteration 9F: 3 clusters Score -61321.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 11792 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 79205 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 92977 members 
Mstep: Class 7 contains 158205 members 
Mstep: Class 8 contains 11756 members 
Mstep: Class 9 contains 115792 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175726 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 21689 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 168801 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110532 members 
Mstep: Class 18 contains 28948 members 
Mstep: Class 19 contains 242709 members 
Mstep: Class 20 contains 26710 members 
Mstep: Class 21 contains 62491 members 
Mstep: Class 22 contains 19672 members 
Mstep: Class 23 contains 9235 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 10787 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9964 members 
Mstep: Class 29 contains 72810 members 
Mstep: Class 30 contains 38188 members 
Mstep: Class 31 contains 17414 members 
Mstep: Class 32 contains 21046 members 
Mstep: Class 33 contains 885 members 
Mstep: Class 34 contains 3399 members 
Mstep: Class 35 contains 10341 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6265 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583280.000000 Penalty: 139228.281250
Iteration 159Q: 40 clusters Score -2.055833e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159001 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 47339 members 
Mstep: Class 4 contains 79216 members 
Mstep: Class 5 contains 7945 members 
Mstep: Class 6 contains 92967 members 
Mstep: Class 7 contains 158219 members 
Mstep: Class 8 contains 11751 members 
Mstep: Class 9 contains 115800 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175708 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 21677 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 168790 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110524 members 
Mstep: Class 18 contains 28937 members 
Mstep: Class 19 contains 242640 members 
Mstep: Class 20 contains 26718 members 
Mstep: Class 21 contains 62497 members 
Mstep: Class 22 contains 19645 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 10033 members 
Mstep: Class 25 contains 10800 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9979 members 
Mstep: Class 29 contains 72818 members 
Mstep: Class 30 contains 38253 members 
Mstep: Class 31 contains 17411 members 
Mstep: Class 32 contains 21044 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 3405 members 
Mstep: Class 35 contains 10350 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6270 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583392.000000 Penalty: 139228.281250
Iteration 160F: 40 clusters Score -2.055834e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158986 members 
Mstep: Class 2 contains 11801 members 
Mstep: Class 3 contains 47337 members 
Mstep: Class 4 contains 79224 members 
Mstep: Class 5 contains 7950 members 
Mstep: Class 6 contains 92953 members 
Mstep: Class 7 contains 158230 members 
Mstep: Class 8 contains 11746 members 
Mstep: Class 9 contains 115809 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175703 members 
Mstep: Class 12 contains 7301 members 
Mstep: Class 13 contains 21656 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 168782 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110530 members 
Mstep: Class 18 contains 28928 members 
Mstep: Class 19 contains 242578 members 
Mstep: Class 20 contains 26732 members 
Mstep: Class 21 contains 62498 members 
Mstep: Class 22 contains 19629 members 
Mstep: Class 23 contains 9249 members 
Mstep: Class 24 contains 10033 members 
Mstep: Class 25 contains 10804 members 
Mstep: Class 26 contains 11747 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9986 members 
Mstep: Class 29 contains 72826 members 
Mstep: Class 30 contains 38307 members 
Mstep: Class 31 contains 17408 members 
Mstep: Class 32 contains 21040 members 
Mstep: Class 33 contains 884 members 
Mstep: Class 34 contains 3410 members 
Mstep: Class 35 contains 10359 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6276 members 
Mstep: Class 38 contains 728 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583200.000000 Penalty: 139228.281250
Iteration 161Q: 40 clusters Score -2.055832e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158977 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 47338 members 
Mstep: Class 4 contains 79239 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 92946 members 
Mstep: Class 7 contains 158236 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 115814 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175708 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 21644 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 168770 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110518 members 
Mstep: Class 18 contains 28920 members 
Mstep: Class 19 contains 242508 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 62500 members 
Mstep: Class 22 contains 19602 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 10812 members 
Mstep: Class 26 contains 11745 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9988 members 
Mstep: Class 29 contains 72834 members 
Mstep: Class 30 contains 38359 members 
Mstep: Class 31 contains 17409 members 
Mstep: Class 32 contains 21042 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 10370 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6287 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582816.000000 Penalty: 139228.281250
Iteration 162Q: 40 clusters Score -2.055828e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 47339 members 
Mstep: Class 4 contains 79242 members 
Mstep: Class 5 contains 7953 members 
Mstep: Class 6 contains 92936 members 
Mstep: Class 7 contains 158254 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 115821 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175701 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 21627 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 168770 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110520 members 
Mstep: Class 18 contains 28916 members 
Mstep: Class 19 contains 242454 members 
Mstep: Class 20 contains 26747 members 
Mstep: Class 21 contains 62500 members 
Mstep: Class 22 contains 19585 members 
Mstep: Class 23 contains 9262 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 10819 members 
Mstep: Class 26 contains 11747 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9992 members 
Mstep: Class 29 contains 72823 members 
Mstep: Class 30 contains 38406 members 
Mstep: Class 31 contains 17410 members 
Mstep: Class 32 contains 21040 members 
Mstep: Class 33 contains 877 members 
Mstep: Class 34 contains 3423 members 
Mstep: Class 35 contains 10381 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6299 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582672.000000 Penalty: 139228.281250
Iteration 163Q: 40 clusters Score -2.055827e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158952 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 47345 members 
Mstep: Class 4 contains 79248 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 92931 members 
Mstep: Class 7 contains 158254 members 
Mstep: Class 8 contains 11728 members 
Mstep: Class 9 contains 115817 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175709 members 
Mstep: Class 12 contains 7301 members 
Mstep: Class 13 contains 21610 members 
Mstep: Class 14 contains 7694 members 
Mstep: Class 15 contains 168755 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110515 members 
Mstep: Class 18 contains 28906 members 
Mstep: Class 19 contains 242408 members 
Mstep: Class 20 contains 26751 members 
Mstep: Class 21 contains 62502 members 
Mstep: Class 22 contains 19565 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 10825 members 
Mstep: Class 26 contains 11743 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 9999 members 
Mstep: Class 29 contains 72826 members 
Mstep: Class 30 contains 38458 members 
Mstep: Class 31 contains 17410 members 
Mstep: Class 32 contains 21041 members 
Mstep: Class 33 contains 876 members 
Mstep: Class 34 contains 3430 members 
Mstep: Class 35 contains 10392 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6312 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205582960.000000 Penalty: 139228.281250
Iteration 164Q: 40 clusters Score -2.05583e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 11818 members 
Mstep: Class 3 contains 47346 members 
Mstep: Class 4 contains 79254 members 
Mstep: Class 5 contains 7956 members 
Mstep: Class 6 contains 92937 members 
Mstep: Class 7 contains 158272 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 115821 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175709 members 
Mstep: Class 12 contains 7300 members 
Mstep: Class 13 contains 21594 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 168747 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110513 members 
Mstep: Class 18 contains 28896 members 
Mstep: Class 19 contains 242359 members 
Mstep: Class 20 contains 26759 members 
Mstep: Class 21 contains 62497 members 
Mstep: Class 22 contains 19552 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 10036 members 
Mstep: Class 25 contains 10832 members 
Mstep: Class 26 contains 11744 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10009 members 
Mstep: Class 29 contains 72838 members 
Mstep: Class 30 contains 38485 members 
Mstep: Class 31 contains 17404 members 
Mstep: Class 32 contains 21046 members 
Mstep: Class 33 contains 876 members 
Mstep: Class 34 contains 3437 members 
Mstep: Class 35 contains 10395 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6318 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583136.000000 Penalty: 139228.281250
Iteration 165Q: 40 clusters Score -2.055831e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 47347 members 
Mstep: Class 4 contains 79263 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 92945 members 
Mstep: Class 7 contains 158280 members 
Mstep: Class 8 contains 11714 members 
Mstep: Class 9 contains 115823 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175717 members 
Mstep: Class 12 contains 7297 members 
Mstep: Class 13 contains 21571 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 168747 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110515 members 
Mstep: Class 18 contains 28887 members 
Mstep: Class 19 contains 242311 members 
Mstep: Class 20 contains 26758 members 
Mstep: Class 21 contains 62494 members 
Mstep: Class 22 contains 19520 members 
Mstep: Class 23 contains 9282 members 
Mstep: Class 24 contains 10037 members 
Mstep: Class 25 contains 10843 members 
Mstep: Class 26 contains 11743 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10023 members 
Mstep: Class 29 contains 72851 members 
Mstep: Class 30 contains 38496 members 
Mstep: Class 31 contains 17403 members 
Mstep: Class 32 contains 21049 members 
Mstep: Class 33 contains 877 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 10402 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6324 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583232.000000 Penalty: 139228.281250
Iteration 166Q: 40 clusters Score -2.055832e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 47349 members 
Mstep: Class 4 contains 79270 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 92949 members 
Mstep: Class 7 contains 158281 members 
Mstep: Class 8 contains 11706 members 
Mstep: Class 9 contains 115825 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175722 members 
Mstep: Class 12 contains 7297 members 
Mstep: Class 13 contains 21558 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 168737 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110503 members 
Mstep: Class 18 contains 28882 members 
Mstep: Class 19 contains 242275 members 
Mstep: Class 20 contains 26762 members 
Mstep: Class 21 contains 62492 members 
Mstep: Class 22 contains 19493 members 
Mstep: Class 23 contains 9287 members 
Mstep: Class 24 contains 10040 members 
Mstep: Class 25 contains 10859 members 
Mstep: Class 26 contains 11744 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10035 members 
Mstep: Class 29 contains 72859 members 
Mstep: Class 30 contains 38519 members 
Mstep: Class 31 contains 17402 members 
Mstep: Class 32 contains 21049 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 10404 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583312.000000 Penalty: 139228.281250
Iteration 167Q: 40 clusters Score -2.055833e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158960 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 47347 members 
Mstep: Class 4 contains 79272 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 92952 members 
Mstep: Class 7 contains 158278 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 115826 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 175724 members 
Mstep: Class 12 contains 7298 members 
Mstep: Class 13 contains 21549 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 168738 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110492 members 
Mstep: Class 18 contains 28876 members 
Mstep: Class 19 contains 242232 members 
Mstep: Class 20 contains 26770 members 
Mstep: Class 21 contains 62491 members 
Mstep: Class 22 contains 19460 members 
Mstep: Class 23 contains 9293 members 
Mstep: Class 24 contains 10041 members 
Mstep: Class 25 contains 10876 members 
Mstep: Class 26 contains 11746 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10035 members 
Mstep: Class 29 contains 72870 members 
Mstep: Class 30 contains 38531 members 
Mstep: Class 31 contains 17403 members 
Mstep: Class 32 contains 21053 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 3450 members 
Mstep: Class 35 contains 10421 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583296.000000 Penalty: 139228.281250
Iteration 168Q: 40 clusters Score -2.055833e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 47347 members 
Mstep: Class 4 contains 79277 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 92950 members 
Mstep: Class 7 contains 158281 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 9 contains 115826 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 175724 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 21542 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 168731 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110480 members 
Mstep: Class 18 contains 28871 members 
Mstep: Class 19 contains 242189 members 
Mstep: Class 20 contains 26775 members 
Mstep: Class 21 contains 62492 members 
Mstep: Class 22 contains 19436 members 
Mstep: Class 23 contains 9296 members 
Mstep: Class 24 contains 10042 members 
Mstep: Class 25 contains 10889 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10046 members 
Mstep: Class 29 contains 72886 members 
Mstep: Class 30 contains 38556 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 21055 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 3452 members 
Mstep: Class 35 contains 10423 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583376.000000 Penalty: 139228.281250
Iteration 169Q: 40 clusters Score -2.055834e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 47349 members 
Mstep: Class 4 contains 79283 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 92949 members 
Mstep: Class 7 contains 158270 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 9 contains 115825 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 175722 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 21531 members 
Mstep: Class 14 contains 7697 members 
Mstep: Class 15 contains 168723 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110464 members 
Mstep: Class 18 contains 28870 members 
Mstep: Class 19 contains 242163 members 
Mstep: Class 20 contains 26785 members 
Mstep: Class 21 contains 62495 members 
Mstep: Class 22 contains 19405 members 
Mstep: Class 23 contains 9300 members 
Mstep: Class 24 contains 10042 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 11750 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10055 members 
Mstep: Class 29 contains 72904 members 
Mstep: Class 30 contains 38562 members 
Mstep: Class 31 contains 17396 members 
Mstep: Class 32 contains 21061 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 3453 members 
Mstep: Class 35 contains 10423 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6337 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583312.000000 Penalty: 139228.281250
Iteration 170Q: 40 clusters Score -2.055833e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158981 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 47353 members 
Mstep: Class 4 contains 79284 members 
Mstep: Class 5 contains 7995 members 
Mstep: Class 6 contains 92956 members 
Mstep: Class 7 contains 158251 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 115834 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 175725 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 21514 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 168721 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110454 members 
Mstep: Class 18 contains 28865 members 
Mstep: Class 19 contains 242136 members 
Mstep: Class 20 contains 26789 members 
Mstep: Class 21 contains 62491 members 
Mstep: Class 22 contains 19377 members 
Mstep: Class 23 contains 9302 members 
Mstep: Class 24 contains 10040 members 
Mstep: Class 25 contains 10930 members 
Mstep: Class 26 contains 11752 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 72918 members 
Mstep: Class 30 contains 38575 members 
Mstep: Class 31 contains 17389 members 
Mstep: Class 32 contains 21062 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 3456 members 
Mstep: Class 35 contains 10423 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6343 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583280.000000 Penalty: 139228.281250
Iteration 171Q: 40 clusters Score -2.055833e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 47355 members 
Mstep: Class 4 contains 79292 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 92960 members 
Mstep: Class 7 contains 158246 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 115833 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 175718 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 21499 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 168717 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110442 members 
Mstep: Class 18 contains 28864 members 
Mstep: Class 19 contains 242124 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 62494 members 
Mstep: Class 22 contains 19328 members 
Mstep: Class 23 contains 9310 members 
Mstep: Class 24 contains 10039 members 
Mstep: Class 25 contains 10969 members 
Mstep: Class 26 contains 11754 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10071 members 
Mstep: Class 29 contains 72924 members 
Mstep: Class 30 contains 38581 members 
Mstep: Class 31 contains 17385 members 
Mstep: Class 32 contains 21065 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3458 members 
Mstep: Class 35 contains 10428 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583440.000000 Penalty: 139228.281250
Iteration 172Q: 40 clusters Score -2.055834e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 47354 members 
Mstep: Class 4 contains 79296 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 92960 members 
Mstep: Class 7 contains 158228 members 
Mstep: Class 8 contains 11687 members 
Mstep: Class 9 contains 115829 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 175715 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 21479 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 168711 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110429 members 
Mstep: Class 18 contains 28859 members 
Mstep: Class 19 contains 242104 members 
Mstep: Class 20 contains 26804 members 
Mstep: Class 21 contains 62497 members 
Mstep: Class 22 contains 19270 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 10038 members 
Mstep: Class 25 contains 11020 members 
Mstep: Class 26 contains 11754 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 72934 members 
Mstep: Class 30 contains 38594 members 
Mstep: Class 31 contains 17380 members 
Mstep: Class 32 contains 21069 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3462 members 
Mstep: Class 35 contains 10429 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6356 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583584.000000 Penalty: 139228.281250
Iteration 173Q: 40 clusters Score -2.055836e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159013 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 47353 members 
Mstep: Class 4 contains 79294 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 92959 members 
Mstep: Class 7 contains 158217 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 9 contains 115832 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 175715 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 21458 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 168704 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110422 members 
Mstep: Class 18 contains 28858 members 
Mstep: Class 19 contains 242080 members 
Mstep: Class 20 contains 26818 members 
Mstep: Class 21 contains 62497 members 
Mstep: Class 22 contains 19208 members 
Mstep: Class 23 contains 9321 members 
Mstep: Class 24 contains 10037 members 
Mstep: Class 25 contains 11075 members 
Mstep: Class 26 contains 11758 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10096 members 
Mstep: Class 29 contains 72940 members 
Mstep: Class 30 contains 38600 members 
Mstep: Class 31 contains 17380 members 
Mstep: Class 32 contains 21064 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3465 members 
Mstep: Class 35 contains 10429 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6363 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583648.000000 Penalty: 139228.281250
Iteration 174Q: 40 clusters Score -2.055836e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159024 members 
Mstep: Class 2 contains 11846 members 
Mstep: Class 3 contains 47351 members 
Mstep: Class 4 contains 79294 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 92954 members 
Mstep: Class 7 contains 158205 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 9 contains 115842 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 175730 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 21438 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 168688 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110416 members 
Mstep: Class 18 contains 28854 members 
Mstep: Class 19 contains 242054 members 
Mstep: Class 20 contains 26827 members 
Mstep: Class 21 contains 62499 members 
Mstep: Class 22 contains 19145 members 
Mstep: Class 23 contains 9324 members 
Mstep: Class 24 contains 10035 members 
Mstep: Class 25 contains 11130 members 
Mstep: Class 26 contains 11764 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10104 members 
Mstep: Class 29 contains 72943 members 
Mstep: Class 30 contains 38613 members 
Mstep: Class 31 contains 17379 members 
Mstep: Class 32 contains 21069 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3468 members 
Mstep: Class 35 contains 10429 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6366 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583824.000000 Penalty: 139228.281250
Iteration 175Q: 40 clusters Score -2.055838e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159039 members 
Mstep: Class 2 contains 11851 members 
Mstep: Class 3 contains 47352 members 
Mstep: Class 4 contains 79295 members 
Mstep: Class 5 contains 8022 members 
Mstep: Class 6 contains 92949 members 
Mstep: Class 7 contains 158191 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 115840 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175726 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 21417 members 
Mstep: Class 14 contains 7722 members 
Mstep: Class 15 contains 168701 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110411 members 
Mstep: Class 18 contains 28850 members 
Mstep: Class 19 contains 242035 members 
Mstep: Class 20 contains 26832 members 
Mstep: Class 21 contains 62495 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 10038 members 
Mstep: Class 25 contains 11192 members 
Mstep: Class 26 contains 11768 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10103 members 
Mstep: Class 29 contains 72950 members 
Mstep: Class 30 contains 38623 members 
Mstep: Class 31 contains 17384 members 
Mstep: Class 32 contains 21069 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3470 members 
Mstep: Class 35 contains 10430 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6368 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583856.000000 Penalty: 139228.281250
Iteration 176Q: 40 clusters Score -2.055839e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 11856 members 
Mstep: Class 3 contains 47352 members 
Mstep: Class 4 contains 79300 members 
Mstep: Class 5 contains 8028 members 
Mstep: Class 6 contains 92938 members 
Mstep: Class 7 contains 158188 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 115836 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175716 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 21399 members 
Mstep: Class 14 contains 7723 members 
Mstep: Class 15 contains 168720 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110414 members 
Mstep: Class 18 contains 28849 members 
Mstep: Class 19 contains 242020 members 
Mstep: Class 20 contains 26844 members 
Mstep: Class 21 contains 62494 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 10038 members 
Mstep: Class 25 contains 11238 members 
Mstep: Class 26 contains 11770 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10112 members 
Mstep: Class 29 contains 72958 members 
Mstep: Class 30 contains 38634 members 
Mstep: Class 31 contains 17385 members 
Mstep: Class 32 contains 21072 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3472 members 
Mstep: Class 35 contains 10430 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6370 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583888.000000 Penalty: 139228.281250
Iteration 177Q: 40 clusters Score -2.055839e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159072 members 
Mstep: Class 2 contains 11865 members 
Mstep: Class 3 contains 47351 members 
Mstep: Class 4 contains 79302 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 92934 members 
Mstep: Class 7 contains 158183 members 
Mstep: Class 8 contains 11678 members 
Mstep: Class 9 contains 115831 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175707 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 21389 members 
Mstep: Class 14 contains 7729 members 
Mstep: Class 15 contains 168715 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110419 members 
Mstep: Class 18 contains 28844 members 
Mstep: Class 19 contains 241997 members 
Mstep: Class 20 contains 26855 members 
Mstep: Class 21 contains 62490 members 
Mstep: Class 22 contains 18865 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 10037 members 
Mstep: Class 25 contains 11299 members 
Mstep: Class 26 contains 11769 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 72968 members 
Mstep: Class 30 contains 38643 members 
Mstep: Class 31 contains 17387 members 
Mstep: Class 32 contains 21076 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3474 members 
Mstep: Class 35 contains 10430 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6371 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584048.000000 Penalty: 139228.281250
Iteration 178Q: 40 clusters Score -2.05584e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159101 members 
Mstep: Class 2 contains 11870 members 
Mstep: Class 3 contains 47351 members 
Mstep: Class 4 contains 79308 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 92928 members 
Mstep: Class 7 contains 158154 members 
Mstep: Class 8 contains 11680 members 
Mstep: Class 9 contains 115833 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175688 members 
Mstep: Class 12 contains 7294 members 
Mstep: Class 13 contains 21378 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 15 contains 168703 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110417 members 
Mstep: Class 18 contains 28842 members 
Mstep: Class 19 contains 241975 members 
Mstep: Class 20 contains 26872 members 
Mstep: Class 21 contains 62482 members 
Mstep: Class 22 contains 18783 members 
Mstep: Class 23 contains 9364 members 
Mstep: Class 24 contains 10036 members 
Mstep: Class 25 contains 11371 members 
Mstep: Class 26 contains 11770 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10125 members 
Mstep: Class 29 contains 72972 members 
Mstep: Class 30 contains 38658 members 
Mstep: Class 31 contains 17390 members 
Mstep: Class 32 contains 21079 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3474 members 
Mstep: Class 35 contains 10432 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6371 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584048.000000 Penalty: 139228.281250
Iteration 179Q: 40 clusters Score -2.05584e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159114 members 
Mstep: Class 2 contains 11870 members 
Mstep: Class 3 contains 47351 members 
Mstep: Class 4 contains 79320 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 92924 members 
Mstep: Class 7 contains 158135 members 
Mstep: Class 8 contains 11681 members 
Mstep: Class 9 contains 115843 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175662 members 
Mstep: Class 12 contains 7293 members 
Mstep: Class 13 contains 21366 members 
Mstep: Class 14 contains 7746 members 
Mstep: Class 15 contains 168704 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110412 members 
Mstep: Class 18 contains 28842 members 
Mstep: Class 19 contains 241954 members 
Mstep: Class 20 contains 26887 members 
Mstep: Class 21 contains 62469 members 
Mstep: Class 22 contains 18699 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 10036 members 
Mstep: Class 25 contains 11437 members 
Mstep: Class 26 contains 11770 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10125 members 
Mstep: Class 29 contains 72989 members 
Mstep: Class 30 contains 38669 members 
Mstep: Class 31 contains 17387 members 
Mstep: Class 32 contains 21081 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3474 members 
Mstep: Class 35 contains 10437 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6370 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584672.000000 Penalty: 139228.281250
Iteration 180F: 40 clusters Score -2.055847e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159121 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 47349 members 
Mstep: Class 4 contains 79322 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 92918 members 
Mstep: Class 7 contains 158121 members 
Mstep: Class 8 contains 11678 members 
Mstep: Class 9 contains 115856 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175618 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 21339 members 
Mstep: Class 14 contains 7750 members 
Mstep: Class 15 contains 168702 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110413 members 
Mstep: Class 18 contains 28843 members 
Mstep: Class 19 contains 241932 members 
Mstep: Class 20 contains 26900 members 
Mstep: Class 21 contains 62467 members 
Mstep: Class 22 contains 18621 members 
Mstep: Class 23 contains 9387 members 
Mstep: Class 24 contains 10037 members 
Mstep: Class 25 contains 11526 members 
Mstep: Class 26 contains 11774 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10130 members 
Mstep: Class 29 contains 73008 members 
Mstep: Class 30 contains 38679 members 
Mstep: Class 31 contains 17385 members 
Mstep: Class 32 contains 21074 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3476 members 
Mstep: Class 35 contains 10440 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6371 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584896.000000 Penalty: 139228.281250
Iteration 181Q: 40 clusters Score -2.055849e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159145 members 
Mstep: Class 2 contains 11877 members 
Mstep: Class 3 contains 47347 members 
Mstep: Class 4 contains 79325 members 
Mstep: Class 5 contains 8103 members 
Mstep: Class 6 contains 92909 members 
Mstep: Class 7 contains 158088 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 115859 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175569 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 21315 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 168685 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110418 members 
Mstep: Class 18 contains 28842 members 
Mstep: Class 19 contains 241912 members 
Mstep: Class 20 contains 26918 members 
Mstep: Class 21 contains 62454 members 
Mstep: Class 22 contains 18549 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 10038 members 
Mstep: Class 25 contains 11632 members 
Mstep: Class 26 contains 11783 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10140 members 
Mstep: Class 29 contains 73034 members 
Mstep: Class 30 contains 38688 members 
Mstep: Class 31 contains 17382 members 
Mstep: Class 32 contains 21063 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3478 members 
Mstep: Class 35 contains 10445 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6371 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584672.000000 Penalty: 139228.281250
Iteration 182Q: 40 clusters Score -2.055847e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159171 members 
Mstep: Class 2 contains 11875 members 
Mstep: Class 3 contains 47346 members 
Mstep: Class 4 contains 79330 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 92913 members 
Mstep: Class 7 contains 158062 members 
Mstep: Class 8 contains 11680 members 
Mstep: Class 9 contains 115862 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175543 members 
Mstep: Class 12 contains 7288 members 
Mstep: Class 13 contains 21289 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 168674 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110417 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241904 members 
Mstep: Class 20 contains 26921 members 
Mstep: Class 21 contains 62450 members 
Mstep: Class 22 contains 18497 members 
Mstep: Class 23 contains 9408 members 
Mstep: Class 24 contains 10034 members 
Mstep: Class 25 contains 11712 members 
Mstep: Class 26 contains 11781 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10133 members 
Mstep: Class 29 contains 73042 members 
Mstep: Class 30 contains 38693 members 
Mstep: Class 31 contains 17379 members 
Mstep: Class 32 contains 21065 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3481 members 
Mstep: Class 35 contains 10453 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6373 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584608.000000 Penalty: 139228.281250
Iteration 183Q: 40 clusters Score -2.055846e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 47345 members 
Mstep: Class 4 contains 79337 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 92913 members 
Mstep: Class 7 contains 158042 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 115865 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 175501 members 
Mstep: Class 12 contains 7287 members 
Mstep: Class 13 contains 21259 members 
Mstep: Class 14 contains 7768 members 
Mstep: Class 15 contains 168675 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110422 members 
Mstep: Class 18 contains 28844 members 
Mstep: Class 19 contains 241892 members 
Mstep: Class 20 contains 26913 members 
Mstep: Class 21 contains 62442 members 
Mstep: Class 22 contains 18464 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 11781 members 
Mstep: Class 26 contains 11779 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 73051 members 
Mstep: Class 30 contains 38714 members 
Mstep: Class 31 contains 17369 members 
Mstep: Class 32 contains 21065 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3485 members 
Mstep: Class 35 contains 10456 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6373 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584768.000000 Penalty: 139228.281250
Iteration 184Q: 40 clusters Score -2.055848e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159237 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 47349 members 
Mstep: Class 4 contains 79345 members 
Mstep: Class 5 contains 8134 members 
Mstep: Class 6 contains 92917 members 
Mstep: Class 7 contains 158006 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115862 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 175468 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 7781 members 
Mstep: Class 15 contains 168668 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110421 members 
Mstep: Class 18 contains 28845 members 
Mstep: Class 19 contains 241891 members 
Mstep: Class 20 contains 26916 members 
Mstep: Class 21 contains 62435 members 
Mstep: Class 22 contains 18436 members 
Mstep: Class 23 contains 9429 members 
Mstep: Class 24 contains 10030 members 
Mstep: Class 25 contains 11816 members 
Mstep: Class 26 contains 11783 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10135 members 
Mstep: Class 29 contains 73059 members 
Mstep: Class 30 contains 38726 members 
Mstep: Class 31 contains 17357 members 
Mstep: Class 32 contains 21069 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3488 members 
Mstep: Class 35 contains 10457 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6373 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584704.000000 Penalty: 139228.281250
Iteration 185Q: 40 clusters Score -2.055847e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 11870 members 
Mstep: Class 3 contains 47350 members 
Mstep: Class 4 contains 79352 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 92910 members 
Mstep: Class 7 contains 157962 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 9 contains 115871 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175445 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 7791 members 
Mstep: Class 15 contains 168666 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110413 members 
Mstep: Class 18 contains 28841 members 
Mstep: Class 19 contains 241883 members 
Mstep: Class 20 contains 26911 members 
Mstep: Class 21 contains 62428 members 
Mstep: Class 22 contains 18423 members 
Mstep: Class 23 contains 9438 members 
Mstep: Class 24 contains 10031 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10138 members 
Mstep: Class 29 contains 73063 members 
Mstep: Class 30 contains 38735 members 
Mstep: Class 31 contains 17351 members 
Mstep: Class 32 contains 21073 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3489 members 
Mstep: Class 35 contains 10460 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584720.000000 Penalty: 139228.281250
Iteration 186Q: 40 clusters Score -2.055847e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159312 members 
Mstep: Class 2 contains 11870 members 
Mstep: Class 3 contains 47349 members 
Mstep: Class 4 contains 79358 members 
Mstep: Class 5 contains 8178 members 
Mstep: Class 6 contains 92909 members 
Mstep: Class 7 contains 157932 members 
Mstep: Class 8 contains 11669 members 
Mstep: Class 9 contains 115882 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175420 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 7799 members 
Mstep: Class 15 contains 168650 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110413 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241864 members 
Mstep: Class 20 contains 26917 members 
Mstep: Class 21 contains 62417 members 
Mstep: Class 22 contains 18425 members 
Mstep: Class 23 contains 9446 members 
Mstep: Class 24 contains 10024 members 
Mstep: Class 25 contains 11861 members 
Mstep: Class 26 contains 11796 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10136 members 
Mstep: Class 29 contains 73069 members 
Mstep: Class 30 contains 38745 members 
Mstep: Class 31 contains 17347 members 
Mstep: Class 32 contains 21076 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3490 members 
Mstep: Class 35 contains 10459 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6376 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584992.000000 Penalty: 139228.281250
Iteration 187Q: 40 clusters Score -2.05585e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 11870 members 
Mstep: Class 3 contains 47351 members 
Mstep: Class 4 contains 79359 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 6 contains 92908 members 
Mstep: Class 7 contains 157905 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 115888 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175391 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 21174 members 
Mstep: Class 14 contains 7803 members 
Mstep: Class 15 contains 168649 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110406 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241836 members 
Mstep: Class 20 contains 26925 members 
Mstep: Class 21 contains 62407 members 
Mstep: Class 22 contains 18405 members 
Mstep: Class 23 contains 9447 members 
Mstep: Class 24 contains 10025 members 
Mstep: Class 25 contains 11885 members 
Mstep: Class 26 contains 11797 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10138 members 
Mstep: Class 29 contains 73070 members 
Mstep: Class 30 contains 38761 members 
Mstep: Class 31 contains 17347 members 
Mstep: Class 32 contains 21083 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3493 members 
Mstep: Class 35 contains 10459 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6380 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584944.000000 Penalty: 139228.281250
Iteration 188Q: 40 clusters Score -2.055849e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 47355 members 
Mstep: Class 4 contains 79359 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 92897 members 
Mstep: Class 7 contains 157882 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 9 contains 115897 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175377 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 21156 members 
Mstep: Class 14 contains 7803 members 
Mstep: Class 15 contains 168650 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110396 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241832 members 
Mstep: Class 20 contains 26929 members 
Mstep: Class 21 contains 62394 members 
Mstep: Class 22 contains 18383 members 
Mstep: Class 23 contains 9453 members 
Mstep: Class 24 contains 10021 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 11802 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10139 members 
Mstep: Class 29 contains 73076 members 
Mstep: Class 30 contains 38772 members 
Mstep: Class 31 contains 17346 members 
Mstep: Class 32 contains 21080 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3498 members 
Mstep: Class 35 contains 10459 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6382 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584992.000000 Penalty: 139228.281250
Iteration 189Q: 40 clusters Score -2.05585e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 47359 members 
Mstep: Class 4 contains 79362 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 92892 members 
Mstep: Class 7 contains 157870 members 
Mstep: Class 8 contains 11668 members 
Mstep: Class 9 contains 115899 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175368 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 21141 members 
Mstep: Class 14 contains 7805 members 
Mstep: Class 15 contains 168644 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110401 members 
Mstep: Class 18 contains 28838 members 
Mstep: Class 19 contains 241822 members 
Mstep: Class 20 contains 26925 members 
Mstep: Class 21 contains 62381 members 
Mstep: Class 22 contains 18371 members 
Mstep: Class 23 contains 9459 members 
Mstep: Class 24 contains 10022 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 11805 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10139 members 
Mstep: Class 29 contains 73080 members 
Mstep: Class 30 contains 38779 members 
Mstep: Class 31 contains 17348 members 
Mstep: Class 32 contains 21085 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3501 members 
Mstep: Class 35 contains 10460 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6387 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585120.000000 Penalty: 139228.281250
Iteration 190Q: 40 clusters Score -2.055851e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159409 members 
Mstep: Class 2 contains 11858 members 
Mstep: Class 3 contains 47361 members 
Mstep: Class 4 contains 79365 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 92890 members 
Mstep: Class 7 contains 157856 members 
Mstep: Class 8 contains 11670 members 
Mstep: Class 9 contains 115899 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175350 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 21119 members 
Mstep: Class 14 contains 7807 members 
Mstep: Class 15 contains 168634 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110403 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241805 members 
Mstep: Class 20 contains 26924 members 
Mstep: Class 21 contains 62375 members 
Mstep: Class 22 contains 18366 members 
Mstep: Class 23 contains 9466 members 
Mstep: Class 24 contains 10031 members 
Mstep: Class 25 contains 11929 members 
Mstep: Class 26 contains 11812 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10145 members 
Mstep: Class 29 contains 73092 members 
Mstep: Class 30 contains 38788 members 
Mstep: Class 31 contains 17348 members 
Mstep: Class 32 contains 21089 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3504 members 
Mstep: Class 35 contains 10460 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6393 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585104.000000 Penalty: 139228.281250
Iteration 191Q: 40 clusters Score -2.055851e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 11851 members 
Mstep: Class 3 contains 47360 members 
Mstep: Class 4 contains 79366 members 
Mstep: Class 5 contains 8229 members 
Mstep: Class 6 contains 92887 members 
Mstep: Class 7 contains 157855 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 9 contains 115905 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175343 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7810 members 
Mstep: Class 15 contains 168620 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110402 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241776 members 
Mstep: Class 20 contains 26929 members 
Mstep: Class 21 contains 62367 members 
Mstep: Class 22 contains 18361 members 
Mstep: Class 23 contains 9473 members 
Mstep: Class 24 contains 10035 members 
Mstep: Class 25 contains 11939 members 
Mstep: Class 26 contains 11816 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10149 members 
Mstep: Class 29 contains 73098 members 
Mstep: Class 30 contains 38800 members 
Mstep: Class 31 contains 17342 members 
Mstep: Class 32 contains 21097 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3505 members 
Mstep: Class 35 contains 10460 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6405 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585040.000000 Penalty: 139228.281250
Iteration 192Q: 40 clusters Score -2.05585e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 47362 members 
Mstep: Class 4 contains 79376 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 92877 members 
Mstep: Class 7 contains 157866 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 115908 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175331 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 21095 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 168611 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110407 members 
Mstep: Class 18 contains 28835 members 
Mstep: Class 19 contains 241758 members 
Mstep: Class 20 contains 26924 members 
Mstep: Class 21 contains 62358 members 
Mstep: Class 22 contains 18347 members 
Mstep: Class 23 contains 9475 members 
Mstep: Class 24 contains 10045 members 
Mstep: Class 25 contains 11950 members 
Mstep: Class 26 contains 11822 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10156 members 
Mstep: Class 29 contains 73104 members 
Mstep: Class 30 contains 38802 members 
Mstep: Class 31 contains 17338 members 
Mstep: Class 32 contains 21108 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3506 members 
Mstep: Class 35 contains 10459 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6414 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584976.000000 Penalty: 139228.281250
Iteration 193Q: 40 clusters Score -2.05585e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 47364 members 
Mstep: Class 4 contains 79384 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 92872 members 
Mstep: Class 7 contains 157867 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115907 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175324 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 21081 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 168600 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110404 members 
Mstep: Class 18 contains 28837 members 
Mstep: Class 19 contains 241742 members 
Mstep: Class 20 contains 26927 members 
Mstep: Class 21 contains 62354 members 
Mstep: Class 22 contains 18339 members 
Mstep: Class 23 contains 9479 members 
Mstep: Class 24 contains 10053 members 
Mstep: Class 25 contains 11958 members 
Mstep: Class 26 contains 11823 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10161 members 
Mstep: Class 29 contains 73111 members 
Mstep: Class 30 contains 38811 members 
Mstep: Class 31 contains 17338 members 
Mstep: Class 32 contains 21110 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3505 members 
Mstep: Class 35 contains 10459 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585072.000000 Penalty: 139228.281250
Iteration 194Q: 40 clusters Score -2.055851e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159415 members 
Mstep: Class 2 contains 11846 members 
Mstep: Class 3 contains 47368 members 
Mstep: Class 4 contains 79389 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 157866 members 
Mstep: Class 8 contains 11676 members 
Mstep: Class 9 contains 115914 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175317 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 21065 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 168591 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110408 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241729 members 
Mstep: Class 20 contains 26931 members 
Mstep: Class 21 contains 62344 members 
Mstep: Class 22 contains 18329 members 
Mstep: Class 23 contains 9482 members 
Mstep: Class 24 contains 10049 members 
Mstep: Class 25 contains 11970 members 
Mstep: Class 26 contains 11825 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10165 members 
Mstep: Class 29 contains 73114 members 
Mstep: Class 30 contains 38822 members 
Mstep: Class 31 contains 17339 members 
Mstep: Class 32 contains 21108 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3506 members 
Mstep: Class 35 contains 10459 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6425 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585216.000000 Penalty: 139228.281250
Iteration 195Q: 40 clusters Score -2.055852e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 47372 members 
Mstep: Class 4 contains 79390 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 92859 members 
Mstep: Class 7 contains 157863 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115922 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175301 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 21050 members 
Mstep: Class 14 contains 7810 members 
Mstep: Class 15 contains 168586 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110407 members 
Mstep: Class 18 contains 28840 members 
Mstep: Class 19 contains 241735 members 
Mstep: Class 20 contains 26930 members 
Mstep: Class 21 contains 62335 members 
Mstep: Class 22 contains 18328 members 
Mstep: Class 23 contains 9484 members 
Mstep: Class 24 contains 10045 members 
Mstep: Class 25 contains 11975 members 
Mstep: Class 26 contains 11826 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10168 members 
Mstep: Class 29 contains 73118 members 
Mstep: Class 30 contains 38827 members 
Mstep: Class 31 contains 17336 members 
Mstep: Class 32 contains 21111 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3506 members 
Mstep: Class 35 contains 10460 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6430 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585168.000000 Penalty: 139228.281250
Iteration 196Q: 40 clusters Score -2.055852e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 47375 members 
Mstep: Class 4 contains 79397 members 
Mstep: Class 5 contains 8263 members 
Mstep: Class 6 contains 92864 members 
Mstep: Class 7 contains 157843 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115925 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175297 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 21039 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 168578 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110407 members 
Mstep: Class 18 contains 28840 members 
Mstep: Class 19 contains 241722 members 
Mstep: Class 20 contains 26924 members 
Mstep: Class 21 contains 62330 members 
Mstep: Class 22 contains 18317 members 
Mstep: Class 23 contains 9484 members 
Mstep: Class 24 contains 10045 members 
Mstep: Class 25 contains 11985 members 
Mstep: Class 26 contains 11827 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10172 members 
Mstep: Class 29 contains 73118 members 
Mstep: Class 30 contains 38834 members 
Mstep: Class 31 contains 17337 members 
Mstep: Class 32 contains 21114 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3508 members 
Mstep: Class 35 contains 10464 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6436 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585168.000000 Penalty: 139228.281250
Iteration 197Q: 40 clusters Score -2.055852e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159446 members 
Mstep: Class 2 contains 11857 members 
Mstep: Class 3 contains 47377 members 
Mstep: Class 4 contains 79406 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 92859 members 
Mstep: Class 7 contains 157837 members 
Mstep: Class 8 contains 11674 members 
Mstep: Class 9 contains 115921 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175291 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 21028 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 168578 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110405 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 241717 members 
Mstep: Class 20 contains 26919 members 
Mstep: Class 21 contains 62328 members 
Mstep: Class 22 contains 18308 members 
Mstep: Class 23 contains 9487 members 
Mstep: Class 24 contains 10048 members 
Mstep: Class 25 contains 11987 members 
Mstep: Class 26 contains 11826 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10168 members 
Mstep: Class 29 contains 73123 members 
Mstep: Class 30 contains 38842 members 
Mstep: Class 31 contains 17333 members 
Mstep: Class 32 contains 21121 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3509 members 
Mstep: Class 35 contains 10465 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6437 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585312.000000 Penalty: 139228.281250
Iteration 198Q: 40 clusters Score -2.055853e+08 nChanged 194
Entering ConstructFrom: 
Score: -205585312.000000 Penalty: 139228.281250
Entering ConstructFrom: 
Trying to split cluster 1 (159455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159455 members 
Entering Unmasked Estep 
Score: -19131406.000000 Penalty: 2970.920166
	Iteration 0F: 2 clusters Score -1.913141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -19025398.000000 Penalty: 5941.840332
	Iteration 0F: 3 clusters Score -1.90254e+07 nChanged 76297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -19070272.000000 Penalty: 5941.840332
	Iteration 1F: 3 clusters Score -1.907027e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -19072142.000000 Penalty: 5941.840332
	Iteration 2Q: 3 clusters Score -1.907214e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -19074992.000000 Penalty: 5941.840332
	Iteration 3Q: 3 clusters Score -1.907499e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 99505 members 
Entering Unmasked Estep 
Score: -19079346.000000 Penalty: 5941.840332
	Iteration 4F: 3 clusters Score -1.907935e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -19085750.000000 Penalty: 5941.840332
	Iteration 5F: 3 clusters Score -1.908575e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 119994 members 
Entering Unmasked Estep 
Score: -19094708.000000 Penalty: 5941.840332
	Iteration 6F: 3 clusters Score -1.909471e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 131801 members 
Entering Unmasked Estep 
Score: -19105110.000000 Penalty: 5941.840332
	Iteration 7F: 3 clusters Score -1.910511e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 142496 members 
Entering Unmasked Estep 
Score: -19114862.000000 Penalty: 5941.840332
	Iteration 8F: 3 clusters Score -1.911486e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 150290 members 
Entering Unmasked Estep 
Score: -19121862.000000 Penalty: 5941.840332
	Iteration 9Q: 3 clusters Score -1.912186e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 155044 members 
Entering Unmasked Estep 
Score: -19125622.000000 Penalty: 5941.840332
	Iteration 10Q: 3 clusters Score -1.912562e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -19127484.000000 Penalty: 5941.840332
	Iteration 11Q: 3 clusters Score -1.912748e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 158420 members 
Entering Unmasked Estep 
Score: -19128262.000000 Penalty: 5941.840332
	Iteration 12Q: 3 clusters Score -1.912826e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -19128530.000000 Penalty: 5941.840332
	Iteration 13Q: 3 clusters Score -1.912853e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 158915 members 
Entering Unmasked Estep 
Score: -19128704.000000 Penalty: 5941.840332
	Iteration 14Q: 3 clusters Score -1.91287e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -19128798.000000 Penalty: 5941.840332
	Iteration 15Q: 3 clusters Score -1.91288e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 159030 members 
Entering Unmasked Estep 
Score: -19128844.000000 Penalty: 5941.840332
	Iteration 16Q: 3 clusters Score -1.912884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 159052 members 
Entering Unmasked Estep 
Score: -19128880.000000 Penalty: 5941.840332
	Iteration 17Q: 3 clusters Score -1.912888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -19128900.000000 Penalty: 5941.840332
	Iteration 18Q: 3 clusters Score -1.91289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -19128926.000000 Penalty: 5941.840332
	Iteration 19Q: 3 clusters Score -1.912893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -19128936.000000 Penalty: 5941.840332
	Iteration 20F: 3 clusters Score -1.912894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 159063 members 
Entering Unmasked Estep 
Score: -19128952.000000 Penalty: 5941.840332
	Iteration 21Q: 3 clusters Score -1.912895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -19128956.000000 Penalty: 5941.840332
	Iteration 22Q: 3 clusters Score -1.912896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -19128966.000000 Penalty: 5941.840332
	Iteration 23Q: 3 clusters Score -1.912897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159068 members 
Entering Unmasked Estep 
Score: -19128960.000000 Penalty: 5941.840332
	Iteration 24Q: 3 clusters Score -1.912896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -19128964.000000 Penalty: 5941.840332
	Iteration 25Q: 3 clusters Score -1.912896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -19128972.000000 Penalty: 5941.840332
	Iteration 26Q: 3 clusters Score -1.912897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -19128968.000000 Penalty: 5941.840332
	Iteration 27Q: 3 clusters Score -1.912897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -19128982.000000 Penalty: 5941.840332
	Iteration 28Q: 3 clusters Score -1.912898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -19128992.000000 Penalty: 5941.840332
	Iteration 29Q: 3 clusters Score -1.912899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -19128992.000000 Penalty: 5941.840332
	Iteration 30F: 3 clusters Score -1.912899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Entering Unmasked Estep 
Score: -1293430.000000 Penalty: 2326.386230
	Iteration 0F: 2 clusters Score -1293430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1284523.375000 Penalty: 4652.772461
	Iteration 0F: 3 clusters Score -1284523 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1287826.250000 Penalty: 4652.772461
	Iteration 1F: 3 clusters Score -1287826 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1289150.125000 Penalty: 4652.772461
	Iteration 2F: 3 clusters Score -1289150 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1290601.000000 Penalty: 4652.772461
	Iteration 3F: 3 clusters Score -1290601 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1291679.250000 Penalty: 4652.772461
	Iteration 4F: 3 clusters Score -1291679 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1292215.875000 Penalty: 4652.772461
	Iteration 5F: 3 clusters Score -1292216 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1292439.125000 Penalty: 4652.772461
	Iteration 6Q: 3 clusters Score -1292439 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1292573.250000 Penalty: 4652.772461
	Iteration 7Q: 3 clusters Score -1292573 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1292655.500000 Penalty: 4652.772461
	Iteration 8Q: 3 clusters Score -1292656 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1292716.000000 Penalty: 4652.772461
	Iteration 9Q: 3 clusters Score -1292716 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1292756.375000 Penalty: 4652.772461
	Iteration 10Q: 3 clusters Score -1292756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1292779.125000 Penalty: 4652.772461
	Iteration 11Q: 3 clusters Score -1292779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1292793.125000 Penalty: 4652.772461
	Iteration 12Q: 3 clusters Score -1292793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1292813.000000 Penalty: 4652.772461
	Iteration 13Q: 3 clusters Score -1292813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1292821.750000 Penalty: 4652.772461
	Iteration 14Q: 3 clusters Score -1292822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1292821.625000 Penalty: 4652.772461
	Iteration 15Q: 3 clusters Score -1292822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1292824.875000 Penalty: 4652.772461
	Iteration 16Q: 3 clusters Score -1292825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1292826.750000 Penalty: 4652.772461
	Iteration 17Q: 3 clusters Score -1292827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1292830.000000 Penalty: 4652.772461
	Iteration 18Q: 3 clusters Score -1292830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1292831.000000 Penalty: 4652.772461
	Iteration 19Q: 3 clusters Score -1292831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1292832.375000 Penalty: 4652.772461
	Iteration 20F: 3 clusters Score -1292832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1292836.750000 Penalty: 4652.772461
	Iteration 21Q: 3 clusters Score -1292837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1292836.500000 Penalty: 4652.772461
	Iteration 22Q: 3 clusters Score -1292836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1292843.375000 Penalty: 4652.772461
	Iteration 23Q: 3 clusters Score -1292843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1292844.250000 Penalty: 4652.772461
	Iteration 24Q: 3 clusters Score -1292844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1292843.750000 Penalty: 4652.772461
	Iteration 25Q: 3 clusters Score -1292844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1292845.125000 Penalty: 4652.772461
	Iteration 26Q: 3 clusters Score -1292845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1292847.500000 Penalty: 4652.772461
	Iteration 27Q: 3 clusters Score -1292848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1292847.875000 Penalty: 4652.772461
	Iteration 28Q: 3 clusters Score -1292848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1292845.625000 Penalty: 4652.772461
	Iteration 29Q: 3 clusters Score -1292846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1292845.125000 Penalty: 4652.772461
	Iteration 30Q: 3 clusters Score -1292845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1292845.125000 Penalty: 4652.772461
	Iteration 31F: 3 clusters Score -1292845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Entering Unmasked Estep 
Score: -5557318.500000 Penalty: 2669.946533
	Iteration 0F: 2 clusters Score -5557318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -5525555.000000 Penalty: 5339.893066
	Iteration 0F: 3 clusters Score -5525555 nChanged 21614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -5537384.000000 Penalty: 5339.893066
	Iteration 1F: 3 clusters Score -5537384 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5537984.500000 Penalty: 5339.893066
	Iteration 2Q: 3 clusters Score -5537984 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5538565.500000 Penalty: 5339.893066
	Iteration 3Q: 3 clusters Score -5538566 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5539166.500000 Penalty: 5339.893066
	Iteration 4Q: 3 clusters Score -5539166 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5539872.000000 Penalty: 5339.893066
	Iteration 5Q: 3 clusters Score -5539872 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5540735.500000 Penalty: 5339.893066
	Iteration 6Q: 3 clusters Score -5540736 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5541868.000000 Penalty: 5339.893066
	Iteration 7Q: 3 clusters Score -5541868 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5543181.000000 Penalty: 5339.893066
	Iteration 8F: 3 clusters Score -5543181 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -5544557.500000 Penalty: 5339.893066
	Iteration 9F: 3 clusters Score -5544558 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -5545972.500000 Penalty: 5339.893066
	Iteration 10F: 3 clusters Score -5545972 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5547292.500000 Penalty: 5339.893066
	Iteration 11F: 3 clusters Score -5547292 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -5548491.000000 Penalty: 5339.893066
	Iteration 12Q: 3 clusters Score -5548491 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5549410.500000 Penalty: 5339.893066
	Iteration 13Q: 3 clusters Score -5549410 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5550183.500000 Penalty: 5339.893066
	Iteration 14Q: 3 clusters Score -5550184 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5550822.500000 Penalty: 5339.893066
	Iteration 15Q: 3 clusters Score -5550822 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5551356.000000 Penalty: 5339.893066
	Iteration 16Q: 3 clusters Score -5551356 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5551854.000000 Penalty: 5339.893066
	Iteration 17Q: 3 clusters Score -5551854 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5552337.000000 Penalty: 5339.893066
	Iteration 18Q: 3 clusters Score -5552337 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -5552737.000000 Penalty: 5339.893066
	Iteration 19Q: 3 clusters Score -5552737 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -5553190.500000 Penalty: 5339.893066
	Iteration 20F: 3 clusters Score -5553190 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -5553556.000000 Penalty: 5339.893066
	Iteration 21Q: 3 clusters Score -5553556 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5553823.000000 Penalty: 5339.893066
	Iteration 22Q: 3 clusters Score -5553823 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -5554072.000000 Penalty: 5339.893066
	Iteration 23Q: 3 clusters Score -5554072 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -5554236.000000 Penalty: 5339.893066
	Iteration 24Q: 3 clusters Score -5554236 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5554408.000000 Penalty: 5339.893066
	Iteration 25Q: 3 clusters Score -5554408 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5554528.000000 Penalty: 5339.893066
	Iteration 26Q: 3 clusters Score -5554528 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5554613.000000 Penalty: 5339.893066
	Iteration 27Q: 3 clusters Score -5554613 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5554742.000000 Penalty: 5339.893066
	Iteration 28Q: 3 clusters Score -5554742 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5554848.000000 Penalty: 5339.893066
	Iteration 29Q: 3 clusters Score -5554848 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5554924.000000 Penalty: 5339.893066
	Iteration 30Q: 3 clusters Score -5554924 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5555003.500000 Penalty: 5339.893066
	Iteration 31Q: 3 clusters Score -5555004 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5555044.500000 Penalty: 5339.893066
	Iteration 32Q: 3 clusters Score -5555044 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5555083.000000 Penalty: 5339.893066
	Iteration 33Q: 3 clusters Score -5555083 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5555113.000000 Penalty: 5339.893066
	Iteration 34Q: 3 clusters Score -5555113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5555155.500000 Penalty: 5339.893066
	Iteration 35Q: 3 clusters Score -5555156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5555174.500000 Penalty: 5339.893066
	Iteration 36Q: 3 clusters Score -5555174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5555186.500000 Penalty: 5339.893066
	Iteration 37Q: 3 clusters Score -5555186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5555220.000000 Penalty: 5339.893066
	Iteration 38Q: 3 clusters Score -5555220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5555230.500000 Penalty: 5339.893066
	Iteration 39Q: 3 clusters Score -5555230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5555239.500000 Penalty: 5339.893066
	Iteration 40F: 3 clusters Score -5555240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5555259.500000 Penalty: 5339.893066
	Iteration 41Q: 3 clusters Score -5555260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5555284.000000 Penalty: 5339.893066
	Iteration 42Q: 3 clusters Score -5555284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5555289.000000 Penalty: 5339.893066
	Iteration 43Q: 3 clusters Score -5555289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5555285.500000 Penalty: 5339.893066
	Iteration 44Q: 3 clusters Score -5555286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5555306.500000 Penalty: 5339.893066
	Iteration 45Q: 3 clusters Score -5555306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5555319.000000 Penalty: 5339.893066
	Iteration 46Q: 3 clusters Score -5555319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5555323.000000 Penalty: 5339.893066
	Iteration 47Q: 3 clusters Score -5555323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5555332.500000 Penalty: 5339.893066
	Iteration 48Q: 3 clusters Score -5555332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5555335.000000 Penalty: 5339.893066
	Iteration 49Q: 3 clusters Score -5555335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5555338.000000 Penalty: 5339.893066
	Iteration 50Q: 3 clusters Score -5555338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5555333.500000 Penalty: 5339.893066
	Iteration 51Q: 3 clusters Score -5555334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5555346.500000 Penalty: 5339.893066
	Iteration 52Q: 3 clusters Score -5555346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5555356.500000 Penalty: 5339.893066
	Iteration 53Q: 3 clusters Score -5555356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5555346.500000 Penalty: 5339.893066
	Iteration 54Q: 3 clusters Score -5555346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5555352.500000 Penalty: 5339.893066
	Iteration 55Q: 3 clusters Score -5555352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5555354.000000 Penalty: 5339.893066
	Iteration 56Q: 3 clusters Score -5555354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5555352.500000 Penalty: 5339.893066
	Iteration 57Q: 3 clusters Score -5555352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5555359.500000 Penalty: 5339.893066
	Iteration 58Q: 3 clusters Score -5555360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5555361.500000 Penalty: 5339.893066
	Iteration 59Q: 3 clusters Score -5555362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5555362.000000 Penalty: 5339.893066
	Iteration 60F: 3 clusters Score -5555362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5555366.500000 Penalty: 5339.893066
	Iteration 61Q: 3 clusters Score -5555366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5555364.500000 Penalty: 5339.893066
	Iteration 62Q: 3 clusters Score -5555364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5555365.500000 Penalty: 5339.893066
	Iteration 63Q: 3 clusters Score -5555366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5555364.000000 Penalty: 5339.893066
	Iteration 64Q: 3 clusters Score -5555364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5555359.000000 Penalty: 5339.893066
	Iteration 65Q: 3 clusters Score -5555359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5555362.500000 Penalty: 5339.893066
	Iteration 66Q: 3 clusters Score -5555362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5555364.500000 Penalty: 5339.893066
	Iteration 67Q: 3 clusters Score -5555364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5555372.500000 Penalty: 5339.893066
	Iteration 68Q: 3 clusters Score -5555372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5555372.500000 Penalty: 5339.893066
	Iteration 69Q: 3 clusters Score -5555372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5555368.000000 Penalty: 5339.893066
	Iteration 70Q: 3 clusters Score -5555368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5555364.500000 Penalty: 5339.893066
	Iteration 71Q: 3 clusters Score -5555364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5555371.000000 Penalty: 5339.893066
	Iteration 72Q: 3 clusters Score -5555371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5555374.500000 Penalty: 5339.893066
	Iteration 73Q: 3 clusters Score -5555374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5555369.000000 Penalty: 5339.893066
	Iteration 74Q: 3 clusters Score -5555369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5555373.000000 Penalty: 5339.893066
	Iteration 75Q: 3 clusters Score -5555373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5555371.000000 Penalty: 5339.893066
	Iteration 76Q: 3 clusters Score -5555371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5555378.500000 Penalty: 5339.893066
	Iteration 77Q: 3 clusters Score -5555378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5555385.500000 Penalty: 5339.893066
	Iteration 78Q: 3 clusters Score -5555386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5555386.000000 Penalty: 5339.893066
	Iteration 79Q: 3 clusters Score -5555386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5555386.000000 Penalty: 5339.893066
	Iteration 80F: 3 clusters Score -5555386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Entering Unmasked Estep 
Score: -9420760.000000 Penalty: 2798.039551
	Iteration 0F: 2 clusters Score -9420760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -9367545.000000 Penalty: 5596.079102
	Iteration 0F: 3 clusters Score -9367545 nChanged 37411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -9389087.000000 Penalty: 5596.079102
	Iteration 1F: 3 clusters Score -9389087 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -9390460.000000 Penalty: 5596.079102
	Iteration 2Q: 3 clusters Score -9390460 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -9392303.000000 Penalty: 5596.079102
	Iteration 3F: 3 clusters Score -9392303 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -9395109.000000 Penalty: 5596.079102
	Iteration 4F: 3 clusters Score -9395109 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -9399415.000000 Penalty: 5596.079102
	Iteration 5F: 3 clusters Score -9399415 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -9404857.000000 Penalty: 5596.079102
	Iteration 6F: 3 clusters Score -9404857 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -9409869.000000 Penalty: 5596.079102
	Iteration 7F: 3 clusters Score -9409869 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9413635.000000 Penalty: 5596.079102
	Iteration 8F: 3 clusters Score -9413635 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -9415873.000000 Penalty: 5596.079102
	Iteration 9Q: 3 clusters Score -9415873 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -9417045.000000 Penalty: 5596.079102
	Iteration 10Q: 3 clusters Score -9417045 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -9417684.000000 Penalty: 5596.079102
	Iteration 11Q: 3 clusters Score -9417684 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -9417942.000000 Penalty: 5596.079102
	Iteration 12Q: 3 clusters Score -9417942 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -9418102.000000 Penalty: 5596.079102
	Iteration 13Q: 3 clusters Score -9418102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -9418180.000000 Penalty: 5596.079102
	Iteration 14Q: 3 clusters Score -9418180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -9418251.000000 Penalty: 5596.079102
	Iteration 15Q: 3 clusters Score -9418251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -9418273.000000 Penalty: 5596.079102
	Iteration 16Q: 3 clusters Score -9418273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -9418328.000000 Penalty: 5596.079102
	Iteration 17Q: 3 clusters Score -9418328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -9418347.000000 Penalty: 5596.079102
	Iteration 18Q: 3 clusters Score -9418347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -9418366.000000 Penalty: 5596.079102
	Iteration 19Q: 3 clusters Score -9418366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -9418386.000000 Penalty: 5596.079102
	Iteration 20F: 3 clusters Score -9418386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -9418382.000000 Penalty: 5596.079102
	Iteration 21Q: 3 clusters Score -9418382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -9418391.000000 Penalty: 5596.079102
	Iteration 22Q: 3 clusters Score -9418391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -9418400.000000 Penalty: 5596.079102
	Iteration 23Q: 3 clusters Score -9418400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -9418417.000000 Penalty: 5596.079102
	Iteration 24Q: 3 clusters Score -9418417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -9418427.000000 Penalty: 5596.079102
	Iteration 25Q: 3 clusters Score -9418427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -9418429.000000 Penalty: 5596.079102
	Iteration 26Q: 3 clusters Score -9418429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -9418426.000000 Penalty: 5596.079102
	Iteration 27Q: 3 clusters Score -9418426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -9418435.000000 Penalty: 5596.079102
	Iteration 28Q: 3 clusters Score -9418435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -9418441.000000 Penalty: 5596.079102
	Iteration 29Q: 3 clusters Score -9418441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -9418436.000000 Penalty: 5596.079102
	Iteration 30Q: 3 clusters Score -9418436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -9418449.000000 Penalty: 5596.079102
	Iteration 31Q: 3 clusters Score -9418449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -9418461.000000 Penalty: 5596.079102
	Iteration 32Q: 3 clusters Score -9418461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -9418464.000000 Penalty: 5596.079102
	Iteration 33Q: 3 clusters Score -9418464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -9418478.000000 Penalty: 5596.079102
	Iteration 34Q: 3 clusters Score -9418478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -9418481.000000 Penalty: 5596.079102
	Iteration 35Q: 3 clusters Score -9418481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -9418481.000000 Penalty: 5596.079102
	Iteration 36Q: 3 clusters Score -9418481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -9418488.000000 Penalty: 5596.079102
	Iteration 37Q: 3 clusters Score -9418488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -9418487.000000 Penalty: 5596.079102
	Iteration 38Q: 3 clusters Score -9418487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -9418494.000000 Penalty: 5596.079102
	Iteration 39Q: 3 clusters Score -9418494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -9418494.000000 Penalty: 5596.079102
	Iteration 40F: 3 clusters Score -9418494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -897149.125000 Penalty: 2237.146729
	Iteration 0F: 2 clusters Score -897149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -890560.062500 Penalty: 4474.293457
	Iteration 0F: 3 clusters Score -890560.1 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -892456.375000 Penalty: 4474.293457
	Iteration 1F: 3 clusters Score -892456.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -892772.687500 Penalty: 4474.293457
	Iteration 2F: 3 clusters Score -892772.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -892969.062500 Penalty: 4474.293457
	Iteration 3F: 3 clusters Score -892969.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -893117.812500 Penalty: 4474.293457
	Iteration 4Q: 3 clusters Score -893117.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -893239.187500 Penalty: 4474.293457
	Iteration 5Q: 3 clusters Score -893239.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -893348.125000 Penalty: 4474.293457
	Iteration 6Q: 3 clusters Score -893348.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -893440.312500 Penalty: 4474.293457
	Iteration 7Q: 3 clusters Score -893440.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -893551.187500 Penalty: 4474.293457
	Iteration 8Q: 3 clusters Score -893551.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -893660.750000 Penalty: 4474.293457
	Iteration 9Q: 3 clusters Score -893660.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -893762.687500 Penalty: 4474.293457
	Iteration 10Q: 3 clusters Score -893762.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -893878.437500 Penalty: 4474.293457
	Iteration 11Q: 3 clusters Score -893878.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -894013.875000 Penalty: 4474.293457
	Iteration 12Q: 3 clusters Score -894013.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -894142.000000 Penalty: 4474.293457
	Iteration 13Q: 3 clusters Score -894142 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -894243.687500 Penalty: 4474.293457
	Iteration 14Q: 3 clusters Score -894243.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -894314.187500 Penalty: 4474.293457
	Iteration 15Q: 3 clusters Score -894314.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -894359.750000 Penalty: 4474.293457
	Iteration 16Q: 3 clusters Score -894359.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -894398.000000 Penalty: 4474.293457
	Iteration 17Q: 3 clusters Score -894398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -894427.500000 Penalty: 4474.293457
	Iteration 18Q: 3 clusters Score -894427.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -894455.812500 Penalty: 4474.293457
	Iteration 19Q: 3 clusters Score -894455.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -894481.625000 Penalty: 4474.293457
	Iteration 20F: 3 clusters Score -894481.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -894506.750000 Penalty: 4474.293457
	Iteration 21Q: 3 clusters Score -894506.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -894529.500000 Penalty: 4474.293457
	Iteration 22Q: 3 clusters Score -894529.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -894552.500000 Penalty: 4474.293457
	Iteration 23Q: 3 clusters Score -894552.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -894571.125000 Penalty: 4474.293457
	Iteration 24Q: 3 clusters Score -894571.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -894593.812500 Penalty: 4474.293457
	Iteration 25Q: 3 clusters Score -894593.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -894618.812500 Penalty: 4474.293457
	Iteration 26Q: 3 clusters Score -894618.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -894657.375000 Penalty: 4474.293457
	Iteration 27Q: 3 clusters Score -894657.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -894691.125000 Penalty: 4474.293457
	Iteration 28Q: 3 clusters Score -894691.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -894722.687500 Penalty: 4474.293457
	Iteration 29Q: 3 clusters Score -894722.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -894751.812500 Penalty: 4474.293457
	Iteration 30Q: 3 clusters Score -894751.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -894773.625000 Penalty: 4474.293457
	Iteration 31Q: 3 clusters Score -894773.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -894797.750000 Penalty: 4474.293457
	Iteration 32Q: 3 clusters Score -894797.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -894825.312500 Penalty: 4474.293457
	Iteration 33Q: 3 clusters Score -894825.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -894845.687500 Penalty: 4474.293457
	Iteration 34Q: 3 clusters Score -894845.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -894856.500000 Penalty: 4474.293457
	Iteration 35Q: 3 clusters Score -894856.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -894871.625000 Penalty: 4474.293457
	Iteration 36Q: 3 clusters Score -894871.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -894892.375000 Penalty: 4474.293457
	Iteration 37Q: 3 clusters Score -894892.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -894913.187500 Penalty: 4474.293457
	Iteration 38Q: 3 clusters Score -894913.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -894934.812500 Penalty: 4474.293457
	Iteration 39Q: 3 clusters Score -894934.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -894951.312500 Penalty: 4474.293457
	Iteration 40F: 3 clusters Score -894951.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -894969.187500 Penalty: 4474.293457
	Iteration 41Q: 3 clusters Score -894969.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -894983.000000 Penalty: 4474.293457
	Iteration 42Q: 3 clusters Score -894983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -894998.500000 Penalty: 4474.293457
	Iteration 43Q: 3 clusters Score -894998.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -895016.125000 Penalty: 4474.293457
	Iteration 44Q: 3 clusters Score -895016.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -895032.062500 Penalty: 4474.293457
	Iteration 45Q: 3 clusters Score -895032.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -895048.062500 Penalty: 4474.293457
	Iteration 46Q: 3 clusters Score -895048.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -895064.500000 Penalty: 4474.293457
	Iteration 47Q: 3 clusters Score -895064.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -895081.062500 Penalty: 4474.293457
	Iteration 48Q: 3 clusters Score -895081.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -895095.500000 Penalty: 4474.293457
	Iteration 49Q: 3 clusters Score -895095.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -895108.375000 Penalty: 4474.293457
	Iteration 50Q: 3 clusters Score -895108.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -895124.625000 Penalty: 4474.293457
	Iteration 51Q: 3 clusters Score -895124.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -895140.437500 Penalty: 4474.293457
	Iteration 52Q: 3 clusters Score -895140.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -895153.312500 Penalty: 4474.293457
	Iteration 53Q: 3 clusters Score -895153.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -895163.000000 Penalty: 4474.293457
	Iteration 54Q: 3 clusters Score -895163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -895171.312500 Penalty: 4474.293457
	Iteration 55Q: 3 clusters Score -895171.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -895181.375000 Penalty: 4474.293457
	Iteration 56Q: 3 clusters Score -895181.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -895198.750000 Penalty: 4474.293457
	Iteration 57Q: 3 clusters Score -895198.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -895218.875000 Penalty: 4474.293457
	Iteration 58Q: 3 clusters Score -895218.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -895245.062500 Penalty: 4474.293457
	Iteration 59Q: 3 clusters Score -895245.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -895272.562500 Penalty: 4474.293457
	Iteration 60F: 3 clusters Score -895272.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -895296.625000 Penalty: 4474.293457
	Iteration 61Q: 3 clusters Score -895296.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -895318.250000 Penalty: 4474.293457
	Iteration 62Q: 3 clusters Score -895318.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -895329.875000 Penalty: 4474.293457
	Iteration 63Q: 3 clusters Score -895329.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -895340.562500 Penalty: 4474.293457
	Iteration 64Q: 3 clusters Score -895340.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -895350.312500 Penalty: 4474.293457
	Iteration 65Q: 3 clusters Score -895350.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -895361.000000 Penalty: 4474.293457
	Iteration 66Q: 3 clusters Score -895361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -895374.562500 Penalty: 4474.293457
	Iteration 67Q: 3 clusters Score -895374.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -895386.562500 Penalty: 4474.293457
	Iteration 68Q: 3 clusters Score -895386.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -895394.562500 Penalty: 4474.293457
	Iteration 69Q: 3 clusters Score -895394.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -895401.625000 Penalty: 4474.293457
	Iteration 70Q: 3 clusters Score -895401.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -895411.000000 Penalty: 4474.293457
	Iteration 71Q: 3 clusters Score -895411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -895418.875000 Penalty: 4474.293457
	Iteration 72Q: 3 clusters Score -895418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -895422.875000 Penalty: 4474.293457
	Iteration 73Q: 3 clusters Score -895422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -895428.937500 Penalty: 4474.293457
	Iteration 74Q: 3 clusters Score -895428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -895430.875000 Penalty: 4474.293457
	Iteration 75Q: 3 clusters Score -895430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -895435.500000 Penalty: 4474.293457
	Iteration 76Q: 3 clusters Score -895435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -895438.250000 Penalty: 4474.293457
	Iteration 77Q: 3 clusters Score -895438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -895439.062500 Penalty: 4474.293457
	Iteration 78Q: 3 clusters Score -895439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -895441.500000 Penalty: 4474.293457
	Iteration 79Q: 3 clusters Score -895441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -895447.062500 Penalty: 4474.293457
	Iteration 80F: 3 clusters Score -895447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -895448.875000 Penalty: 4474.293457
	Iteration 81Q: 3 clusters Score -895448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -895451.750000 Penalty: 4474.293457
	Iteration 82Q: 3 clusters Score -895451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -895453.312500 Penalty: 4474.293457
	Iteration 83Q: 3 clusters Score -895453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -895454.875000 Penalty: 4474.293457
	Iteration 84Q: 3 clusters Score -895454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -895455.125000 Penalty: 4474.293457
	Iteration 85Q: 3 clusters Score -895455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -895455.187500 Penalty: 4474.293457
	Iteration 86Q: 3 clusters Score -895455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -895455.937500 Penalty: 4474.293457
	Iteration 87Q: 3 clusters Score -895455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -895455.937500 Penalty: 4474.293457
	Iteration 88F: 3 clusters Score -895455.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Entering Unmasked Estep 
Score: -11053666.000000 Penalty: 2836.842529
	Iteration 0F: 2 clusters Score -1.105367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -10991536.000000 Penalty: 5673.685059
	Iteration 0F: 3 clusters Score -1.099154e+07 nChanged 43924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -11016747.000000 Penalty: 5673.685059
	Iteration 1F: 3 clusters Score -1.101675e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -11017636.000000 Penalty: 5673.685059
	Iteration 2Q: 3 clusters Score -1.101764e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -11018518.000000 Penalty: 5673.685059
	Iteration 3Q: 3 clusters Score -1.101852e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -11019564.000000 Penalty: 5673.685059
	Iteration 4Q: 3 clusters Score -1.101956e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -11021024.000000 Penalty: 5673.685059
	Iteration 5Q: 3 clusters Score -1.102102e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -11023179.000000 Penalty: 5673.685059
	Iteration 6Q: 3 clusters Score -1.102318e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -11026327.000000 Penalty: 5673.685059
	Iteration 7F: 3 clusters Score -1.102633e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -11030805.000000 Penalty: 5673.685059
	Iteration 8F: 3 clusters Score -1.10308e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -11035732.000000 Penalty: 5673.685059
	Iteration 9F: 3 clusters Score -1.103573e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -11039436.000000 Penalty: 5673.685059
	Iteration 10F: 3 clusters Score -1.103944e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -11041453.000000 Penalty: 5673.685059
	Iteration 11Q: 3 clusters Score -1.104145e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -11042490.000000 Penalty: 5673.685059
	Iteration 12Q: 3 clusters Score -1.104249e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -11043164.000000 Penalty: 5673.685059
	Iteration 13Q: 3 clusters Score -1.104316e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -11043696.000000 Penalty: 5673.685059
	Iteration 14Q: 3 clusters Score -1.10437e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -11044140.000000 Penalty: 5673.685059
	Iteration 15Q: 3 clusters Score -1.104414e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -11044417.000000 Penalty: 5673.685059
	Iteration 16Q: 3 clusters Score -1.104442e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -11044633.000000 Penalty: 5673.685059
	Iteration 17Q: 3 clusters Score -1.104463e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -11044801.000000 Penalty: 5673.685059
	Iteration 18Q: 3 clusters Score -1.10448e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -11044916.000000 Penalty: 5673.685059
	Iteration 19Q: 3 clusters Score -1.104492e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -11045041.000000 Penalty: 5673.685059
	Iteration 20F: 3 clusters Score -1.104504e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -11045175.000000 Penalty: 5673.685059
	Iteration 21Q: 3 clusters Score -1.104518e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -11045261.000000 Penalty: 5673.685059
	Iteration 22Q: 3 clusters Score -1.104526e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -11045302.000000 Penalty: 5673.685059
	Iteration 23Q: 3 clusters Score -1.10453e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -11045330.000000 Penalty: 5673.685059
	Iteration 24Q: 3 clusters Score -1.104533e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -11045375.000000 Penalty: 5673.685059
	Iteration 25Q: 3 clusters Score -1.104538e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -11045386.000000 Penalty: 5673.685059
	Iteration 26Q: 3 clusters Score -1.104539e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -11045400.000000 Penalty: 5673.685059
	Iteration 27Q: 3 clusters Score -1.10454e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -11045427.000000 Penalty: 5673.685059
	Iteration 28Q: 3 clusters Score -1.104543e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -11045452.000000 Penalty: 5673.685059
	Iteration 29Q: 3 clusters Score -1.104545e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -11045439.000000 Penalty: 5673.685059
	Iteration 30Q: 3 clusters Score -1.104544e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -11045443.000000 Penalty: 5673.685059
	Iteration 31Q: 3 clusters Score -1.104544e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -11045443.000000 Penalty: 5673.685059
	Iteration 32Q: 3 clusters Score -1.104544e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -11045436.000000 Penalty: 5673.685059
	Iteration 33Q: 3 clusters Score -1.104544e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -11045461.000000 Penalty: 5673.685059
	Iteration 34Q: 3 clusters Score -1.104546e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -11045487.000000 Penalty: 5673.685059
	Iteration 35Q: 3 clusters Score -1.104549e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -11045467.000000 Penalty: 5673.685059
	Iteration 36Q: 3 clusters Score -1.104547e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -11045491.000000 Penalty: 5673.685059
	Iteration 37Q: 3 clusters Score -1.104549e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -11045494.000000 Penalty: 5673.685059
	Iteration 38Q: 3 clusters Score -1.104549e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -11045466.000000 Penalty: 5673.685059
	Iteration 39Q: 3 clusters Score -1.104547e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -11045476.000000 Penalty: 5673.685059
	Iteration 40F: 3 clusters Score -1.104548e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -11045487.000000 Penalty: 5673.685059
	Iteration 41Q: 3 clusters Score -1.104549e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -11045501.000000 Penalty: 5673.685059
	Iteration 42Q: 3 clusters Score -1.10455e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -11045476.000000 Penalty: 5673.685059
	Iteration 43Q: 3 clusters Score -1.104548e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -11045472.000000 Penalty: 5673.685059
	Iteration 44Q: 3 clusters Score -1.104547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -11045468.000000 Penalty: 5673.685059
	Iteration 45Q: 3 clusters Score -1.104547e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -11045490.000000 Penalty: 5673.685059
	Iteration 46Q: 3 clusters Score -1.104549e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -11045480.000000 Penalty: 5673.685059
	Iteration 47Q: 3 clusters Score -1.104548e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -11045467.000000 Penalty: 5673.685059
	Iteration 48Q: 3 clusters Score -1.104547e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -11045488.000000 Penalty: 5673.685059
	Iteration 49Q: 3 clusters Score -1.104549e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -11045493.000000 Penalty: 5673.685059
	Iteration 50Q: 3 clusters Score -1.104549e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -11045506.000000 Penalty: 5673.685059
	Iteration 51Q: 3 clusters Score -1.104551e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -11045509.000000 Penalty: 5673.685059
	Iteration 52Q: 3 clusters Score -1.104551e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -11045511.000000 Penalty: 5673.685059
	Iteration 53Q: 3 clusters Score -1.104551e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -11045491.000000 Penalty: 5673.685059
	Iteration 54Q: 3 clusters Score -1.104549e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -11045501.000000 Penalty: 5673.685059
	Iteration 55Q: 3 clusters Score -1.10455e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -11045501.000000 Penalty: 5673.685059
	Iteration 56Q: 3 clusters Score -1.10455e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -11045505.000000 Penalty: 5673.685059
	Iteration 57Q: 3 clusters Score -1.10455e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -11045533.000000 Penalty: 5673.685059
	Iteration 58Q: 3 clusters Score -1.104553e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -11045551.000000 Penalty: 5673.685059
	Iteration 59Q: 3 clusters Score -1.104555e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -11045551.000000 Penalty: 5673.685059
	Iteration 60F: 3 clusters Score -1.104555e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -11045563.000000 Penalty: 5673.685059
	Iteration 61Q: 3 clusters Score -1.104556e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -11045573.000000 Penalty: 5673.685059
	Iteration 62Q: 3 clusters Score -1.104557e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -11045570.000000 Penalty: 5673.685059
	Iteration 63Q: 3 clusters Score -1.104557e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -11045565.000000 Penalty: 5673.685059
	Iteration 64Q: 3 clusters Score -1.104556e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -11045610.000000 Penalty: 5673.685059
	Iteration 65Q: 3 clusters Score -1.104561e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -11045595.000000 Penalty: 5673.685059
	Iteration 66Q: 3 clusters Score -1.10456e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -11045600.000000 Penalty: 5673.685059
	Iteration 67Q: 3 clusters Score -1.10456e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -11045625.000000 Penalty: 5673.685059
	Iteration 68Q: 3 clusters Score -1.104562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -11045624.000000 Penalty: 5673.685059
	Iteration 69Q: 3 clusters Score -1.104562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -11045612.000000 Penalty: 5673.685059
	Iteration 70Q: 3 clusters Score -1.104561e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -11045622.000000 Penalty: 5673.685059
	Iteration 71Q: 3 clusters Score -1.104562e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -11045609.000000 Penalty: 5673.685059
	Iteration 72Q: 3 clusters Score -1.104561e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -11045616.000000 Penalty: 5673.685059
	Iteration 73Q: 3 clusters Score -1.104562e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -11045623.000000 Penalty: 5673.685059
	Iteration 74Q: 3 clusters Score -1.104562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -11045631.000000 Penalty: 5673.685059
	Iteration 75Q: 3 clusters Score -1.104563e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -11045623.000000 Penalty: 5673.685059
	Iteration 76Q: 3 clusters Score -1.104562e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -11045639.000000 Penalty: 5673.685059
	Iteration 77Q: 3 clusters Score -1.104564e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -11045662.000000 Penalty: 5673.685059
	Iteration 78Q: 3 clusters Score -1.104566e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -11045643.000000 Penalty: 5673.685059
	Iteration 79Q: 3 clusters Score -1.104564e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -11045655.000000 Penalty: 5673.685059
	Iteration 80F: 3 clusters Score -1.104566e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -11045682.000000 Penalty: 5673.685059
	Iteration 81Q: 3 clusters Score -1.104568e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -11045669.000000 Penalty: 5673.685059
	Iteration 82Q: 3 clusters Score -1.104567e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -11045646.000000 Penalty: 5673.685059
	Iteration 83Q: 3 clusters Score -1.104565e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -11045650.000000 Penalty: 5673.685059
	Iteration 84Q: 3 clusters Score -1.104565e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -11045648.000000 Penalty: 5673.685059
	Iteration 85Q: 3 clusters Score -1.104565e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -11045645.000000 Penalty: 5673.685059
	Iteration 86Q: 3 clusters Score -1.104564e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -11045694.000000 Penalty: 5673.685059
	Iteration 87Q: 3 clusters Score -1.104569e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -11045678.000000 Penalty: 5673.685059
	Iteration 88Q: 3 clusters Score -1.104568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -11045709.000000 Penalty: 5673.685059
	Iteration 89Q: 3 clusters Score -1.104571e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -11045712.000000 Penalty: 5673.685059
	Iteration 90Q: 3 clusters Score -1.104571e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -11045703.000000 Penalty: 5673.685059
	Iteration 91Q: 3 clusters Score -1.10457e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -11045718.000000 Penalty: 5673.685059
	Iteration 92Q: 3 clusters Score -1.104572e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -11045716.000000 Penalty: 5673.685059
	Iteration 93Q: 3 clusters Score -1.104572e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -11045720.000000 Penalty: 5673.685059
	Iteration 94Q: 3 clusters Score -1.104572e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -11045720.000000 Penalty: 5673.685059
	Iteration 95Q: 3 clusters Score -1.104572e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -11045716.000000 Penalty: 5673.685059
	Iteration 96Q: 3 clusters Score -1.104572e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -11045709.000000 Penalty: 5673.685059
	Iteration 97Q: 3 clusters Score -1.104571e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -11045745.000000 Penalty: 5673.685059
	Iteration 98Q: 3 clusters Score -1.104574e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -11045759.000000 Penalty: 5673.685059
	Iteration 99Q: 3 clusters Score -1.104576e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -11045767.000000 Penalty: 5673.685059
	Iteration 100F: 3 clusters Score -1.104577e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -11045780.000000 Penalty: 5673.685059
	Iteration 101Q: 3 clusters Score -1.104578e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -11045779.000000 Penalty: 5673.685059
	Iteration 102Q: 3 clusters Score -1.104578e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -11045764.000000 Penalty: 5673.685059
	Iteration 103Q: 3 clusters Score -1.104576e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -11045763.000000 Penalty: 5673.685059
	Iteration 104Q: 3 clusters Score -1.104576e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -11045793.000000 Penalty: 5673.685059
	Iteration 105Q: 3 clusters Score -1.104579e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -11045831.000000 Penalty: 5673.685059
	Iteration 106Q: 3 clusters Score -1.104583e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -11045833.000000 Penalty: 5673.685059
	Iteration 107Q: 3 clusters Score -1.104583e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -11045837.000000 Penalty: 5673.685059
	Iteration 108Q: 3 clusters Score -1.104584e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -11045849.000000 Penalty: 5673.685059
	Iteration 109Q: 3 clusters Score -1.104585e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -11045845.000000 Penalty: 5673.685059
	Iteration 110Q: 3 clusters Score -1.104584e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -11045860.000000 Penalty: 5673.685059
	Iteration 111Q: 3 clusters Score -1.104586e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -11045889.000000 Penalty: 5673.685059
	Iteration 112Q: 3 clusters Score -1.104589e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -11045901.000000 Penalty: 5673.685059
	Iteration 113Q: 3 clusters Score -1.10459e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -11045918.000000 Penalty: 5673.685059
	Iteration 114Q: 3 clusters Score -1.104592e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -11045953.000000 Penalty: 5673.685059
	Iteration 115Q: 3 clusters Score -1.104595e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -11045969.000000 Penalty: 5673.685059
	Iteration 116Q: 3 clusters Score -1.104597e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -11046013.000000 Penalty: 5673.685059
	Iteration 117Q: 3 clusters Score -1.104601e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -11046008.000000 Penalty: 5673.685059
	Iteration 118Q: 3 clusters Score -1.104601e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -11046002.000000 Penalty: 5673.685059
	Iteration 119Q: 3 clusters Score -1.1046e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -11046053.000000 Penalty: 5673.685059
	Iteration 120F: 3 clusters Score -1.104605e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -11046066.000000 Penalty: 5673.685059
	Iteration 121Q: 3 clusters Score -1.104607e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -11046098.000000 Penalty: 5673.685059
	Iteration 122Q: 3 clusters Score -1.10461e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -11046130.000000 Penalty: 5673.685059
	Iteration 123Q: 3 clusters Score -1.104613e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -11046149.000000 Penalty: 5673.685059
	Iteration 124Q: 3 clusters Score -1.104615e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -11046180.000000 Penalty: 5673.685059
	Iteration 125Q: 3 clusters Score -1.104618e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -11046254.000000 Penalty: 5673.685059
	Iteration 126Q: 3 clusters Score -1.104625e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -11046318.000000 Penalty: 5673.685059
	Iteration 127Q: 3 clusters Score -1.104632e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -11046366.000000 Penalty: 5673.685059
	Iteration 128Q: 3 clusters Score -1.104637e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -11046428.000000 Penalty: 5673.685059
	Iteration 129Q: 3 clusters Score -1.104643e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -11046527.000000 Penalty: 5673.685059
	Iteration 130Q: 3 clusters Score -1.104653e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -11046626.000000 Penalty: 5673.685059
	Iteration 131Q: 3 clusters Score -1.104663e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -11046722.000000 Penalty: 5673.685059
	Iteration 132Q: 3 clusters Score -1.104672e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -11046818.000000 Penalty: 5673.685059
	Iteration 133Q: 3 clusters Score -1.104682e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -11046898.000000 Penalty: 5673.685059
	Iteration 134Q: 3 clusters Score -1.10469e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -11047023.000000 Penalty: 5673.685059
	Iteration 135Q: 3 clusters Score -1.104702e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -11047213.000000 Penalty: 5673.685059
	Iteration 136Q: 3 clusters Score -1.104721e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -11047331.000000 Penalty: 5673.685059
	Iteration 137Q: 3 clusters Score -1.104733e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -11047539.000000 Penalty: 5673.685059
	Iteration 138Q: 3 clusters Score -1.104754e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -11047756.000000 Penalty: 5673.685059
	Iteration 139Q: 3 clusters Score -1.104776e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -11047966.000000 Penalty: 5673.685059
	Iteration 140F: 3 clusters Score -1.104797e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -11048251.000000 Penalty: 5673.685059
	Iteration 141Q: 3 clusters Score -1.104825e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -11048428.000000 Penalty: 5673.685059
	Iteration 142Q: 3 clusters Score -1.104843e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -11048669.000000 Penalty: 5673.685059
	Iteration 143Q: 3 clusters Score -1.104867e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -11048869.000000 Penalty: 5673.685059
	Iteration 144Q: 3 clusters Score -1.104887e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -11049083.000000 Penalty: 5673.685059
	Iteration 145Q: 3 clusters Score -1.104908e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -11049345.000000 Penalty: 5673.685059
	Iteration 146Q: 3 clusters Score -1.104934e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -11049571.000000 Penalty: 5673.685059
	Iteration 147Q: 3 clusters Score -1.104957e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -11049762.000000 Penalty: 5673.685059
	Iteration 148Q: 3 clusters Score -1.104976e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -11049990.000000 Penalty: 5673.685059
	Iteration 149Q: 3 clusters Score -1.104999e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -11050222.000000 Penalty: 5673.685059
	Iteration 150Q: 3 clusters Score -1.105022e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -11050352.000000 Penalty: 5673.685059
	Iteration 151Q: 3 clusters Score -1.105035e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -11050523.000000 Penalty: 5673.685059
	Iteration 152Q: 3 clusters Score -1.105052e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -11050616.000000 Penalty: 5673.685059
	Iteration 153Q: 3 clusters Score -1.105062e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -11050717.000000 Penalty: 5673.685059
	Iteration 154Q: 3 clusters Score -1.105072e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -11050773.000000 Penalty: 5673.685059
	Iteration 155Q: 3 clusters Score -1.105077e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -11050835.000000 Penalty: 5673.685059
	Iteration 156Q: 3 clusters Score -1.105084e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -11050910.000000 Penalty: 5673.685059
	Iteration 157Q: 3 clusters Score -1.105091e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -11050947.000000 Penalty: 5673.685059
	Iteration 158Q: 3 clusters Score -1.105095e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11051007.000000 Penalty: 5673.685059
	Iteration 159Q: 3 clusters Score -1.105101e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -11051080.000000 Penalty: 5673.685059
	Iteration 160F: 3 clusters Score -1.105108e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -11051107.000000 Penalty: 5673.685059
	Iteration 161Q: 3 clusters Score -1.105111e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -11051126.000000 Penalty: 5673.685059
	Iteration 162Q: 3 clusters Score -1.105113e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -11051152.000000 Penalty: 5673.685059
	Iteration 163Q: 3 clusters Score -1.105115e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11051154.000000 Penalty: 5673.685059
	Iteration 164Q: 3 clusters Score -1.105115e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -11051184.000000 Penalty: 5673.685059
	Iteration 165Q: 3 clusters Score -1.105118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -11051195.000000 Penalty: 5673.685059
	Iteration 166Q: 3 clusters Score -1.10512e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -11051223.000000 Penalty: 5673.685059
	Iteration 167Q: 3 clusters Score -1.105122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11051240.000000 Penalty: 5673.685059
	Iteration 168Q: 3 clusters Score -1.105124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11051243.000000 Penalty: 5673.685059
	Iteration 169Q: 3 clusters Score -1.105124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11051270.000000 Penalty: 5673.685059
	Iteration 170Q: 3 clusters Score -1.105127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -11051260.000000 Penalty: 5673.685059
	Iteration 171Q: 3 clusters Score -1.105126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11051288.000000 Penalty: 5673.685059
	Iteration 172Q: 3 clusters Score -1.105129e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11051293.000000 Penalty: 5673.685059
	Iteration 173Q: 3 clusters Score -1.105129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11051315.000000 Penalty: 5673.685059
	Iteration 174Q: 3 clusters Score -1.105132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11051316.000000 Penalty: 5673.685059
	Iteration 175Q: 3 clusters Score -1.105132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11051337.000000 Penalty: 5673.685059
	Iteration 176Q: 3 clusters Score -1.105134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11051341.000000 Penalty: 5673.685059
	Iteration 177Q: 3 clusters Score -1.105134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11051330.000000 Penalty: 5673.685059
	Iteration 178Q: 3 clusters Score -1.105133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11051339.000000 Penalty: 5673.685059
	Iteration 179Q: 3 clusters Score -1.105134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11051366.000000 Penalty: 5673.685059
	Iteration 180F: 3 clusters Score -1.105137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11051371.000000 Penalty: 5673.685059
	Iteration 181Q: 3 clusters Score -1.105137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11051377.000000 Penalty: 5673.685059
	Iteration 182Q: 3 clusters Score -1.105138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11051375.000000 Penalty: 5673.685059
	Iteration 183Q: 3 clusters Score -1.105138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11051377.000000 Penalty: 5673.685059
	Iteration 184Q: 3 clusters Score -1.105138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11051368.000000 Penalty: 5673.685059
	Iteration 185Q: 3 clusters Score -1.105137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11051384.000000 Penalty: 5673.685059
	Iteration 186Q: 3 clusters Score -1.105138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11051381.000000 Penalty: 5673.685059
	Iteration 187Q: 3 clusters Score -1.105138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11051376.000000 Penalty: 5673.685059
	Iteration 188Q: 3 clusters Score -1.105138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11051370.000000 Penalty: 5673.685059
	Iteration 189Q: 3 clusters Score -1.105137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11051377.000000 Penalty: 5673.685059
	Iteration 190Q: 3 clusters Score -1.105138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11051392.000000 Penalty: 5673.685059
	Iteration 191Q: 3 clusters Score -1.105139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11051397.000000 Penalty: 5673.685059
	Iteration 192Q: 3 clusters Score -1.10514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -11051406.000000 Penalty: 5673.685059
	Iteration 193Q: 3 clusters Score -1.105141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11051408.000000 Penalty: 5673.685059
	Iteration 194Q: 3 clusters Score -1.105141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11051402.000000 Penalty: 5673.685059
	Iteration 195Q: 3 clusters Score -1.10514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -11051408.000000 Penalty: 5673.685059
	Iteration 196Q: 3 clusters Score -1.105141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11051407.000000 Penalty: 5673.685059
	Iteration 197Q: 3 clusters Score -1.105141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11051411.000000 Penalty: 5673.685059
	Iteration 198Q: 3 clusters Score -1.105141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11051414.000000 Penalty: 5673.685059
	Iteration 199Q: 3 clusters Score -1.105141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11051414.000000 Penalty: 5673.685059
	Iteration 200F: 3 clusters Score -1.105141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Entering Unmasked Estep 
Score: -18821740.000000 Penalty: 2968.381592
	Iteration 0F: 2 clusters Score -1.882174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -18717094.000000 Penalty: 5936.763184
	Iteration 0F: 3 clusters Score -1.871709e+07 nChanged 75569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -18761244.000000 Penalty: 5936.763184
	Iteration 1F: 3 clusters Score -1.876124e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -18762114.000000 Penalty: 5936.763184
	Iteration 2Q: 3 clusters Score -1.876211e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -18763254.000000 Penalty: 5936.763184
	Iteration 3Q: 3 clusters Score -1.876325e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -18764680.000000 Penalty: 5936.763184
	Iteration 4Q: 3 clusters Score -1.876468e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -18766688.000000 Penalty: 5936.763184
	Iteration 5Q: 3 clusters Score -1.876669e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -18769982.000000 Penalty: 5936.763184
	Iteration 6Q: 3 clusters Score -1.876998e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -18775454.000000 Penalty: 5936.763184
	Iteration 7F: 3 clusters Score -1.877545e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -18783820.000000 Penalty: 5936.763184
	Iteration 8F: 3 clusters Score -1.878382e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130418 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -18794696.000000 Penalty: 5936.763184
	Iteration 9F: 3 clusters Score -1.87947e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -18805394.000000 Penalty: 5936.763184
	Iteration 10F: 3 clusters Score -1.880539e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -18813040.000000 Penalty: 5936.763184
	Iteration 11F: 3 clusters Score -1.881304e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -18816640.000000 Penalty: 5936.763184
	Iteration 12Q: 3 clusters Score -1.881664e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -18818062.000000 Penalty: 5936.763184
	Iteration 13Q: 3 clusters Score -1.881806e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157006 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -18818630.000000 Penalty: 5936.763184
	Iteration 14Q: 3 clusters Score -1.881863e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157284 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -18818864.000000 Penalty: 5936.763184
	Iteration 15Q: 3 clusters Score -1.881886e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18818970.000000 Penalty: 5936.763184
	Iteration 16Q: 3 clusters Score -1.881897e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18819084.000000 Penalty: 5936.763184
	Iteration 17Q: 3 clusters Score -1.881908e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18819136.000000 Penalty: 5936.763184
	Iteration 18Q: 3 clusters Score -1.881914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18819170.000000 Penalty: 5936.763184
	Iteration 19Q: 3 clusters Score -1.881917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18819210.000000 Penalty: 5936.763184
	Iteration 20F: 3 clusters Score -1.881921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157519 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -18819226.000000 Penalty: 5936.763184
	Iteration 21Q: 3 clusters Score -1.881923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18819228.000000 Penalty: 5936.763184
	Iteration 22Q: 3 clusters Score -1.881923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18819236.000000 Penalty: 5936.763184
	Iteration 23Q: 3 clusters Score -1.881924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18819240.000000 Penalty: 5936.763184
	Iteration 24Q: 3 clusters Score -1.881924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18819246.000000 Penalty: 5936.763184
	Iteration 25Q: 3 clusters Score -1.881925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18819240.000000 Penalty: 5936.763184
	Iteration 26Q: 3 clusters Score -1.881924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18819240.000000 Penalty: 5936.763184
	Iteration 27F: 3 clusters Score -1.881924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Entering Unmasked Estep 
Score: -1328891.750000 Penalty: 2322.570801
	Iteration 0F: 2 clusters Score -1328892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1320124.250000 Penalty: 4645.141602
	Iteration 0F: 3 clusters Score -1320124 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1322916.125000 Penalty: 4645.141602
	Iteration 1F: 3 clusters Score -1322916 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1323451.000000 Penalty: 4645.141602
	Iteration 2F: 3 clusters Score -1323451 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1323902.500000 Penalty: 4645.141602
	Iteration 3F: 3 clusters Score -1323902 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1324272.750000 Penalty: 4645.141602
	Iteration 4F: 3 clusters Score -1324273 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1324571.875000 Penalty: 4645.141602
	Iteration 5Q: 3 clusters Score -1324572 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1324841.625000 Penalty: 4645.141602
	Iteration 6Q: 3 clusters Score -1324842 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1325077.625000 Penalty: 4645.141602
	Iteration 7Q: 3 clusters Score -1325078 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1325279.250000 Penalty: 4645.141602
	Iteration 8Q: 3 clusters Score -1325279 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1325444.875000 Penalty: 4645.141602
	Iteration 9Q: 3 clusters Score -1325445 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1325605.250000 Penalty: 4645.141602
	Iteration 10Q: 3 clusters Score -1325605 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1325767.250000 Penalty: 4645.141602
	Iteration 11Q: 3 clusters Score -1325767 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1325920.625000 Penalty: 4645.141602
	Iteration 12Q: 3 clusters Score -1325921 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1326094.000000 Penalty: 4645.141602
	Iteration 13Q: 3 clusters Score -1326094 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1326249.000000 Penalty: 4645.141602
	Iteration 14Q: 3 clusters Score -1326249 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1326398.500000 Penalty: 4645.141602
	Iteration 15Q: 3 clusters Score -1326398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1326530.125000 Penalty: 4645.141602
	Iteration 16Q: 3 clusters Score -1326530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1326647.000000 Penalty: 4645.141602
	Iteration 17Q: 3 clusters Score -1326647 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1326729.875000 Penalty: 4645.141602
	Iteration 18Q: 3 clusters Score -1326730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1326806.375000 Penalty: 4645.141602
	Iteration 19Q: 3 clusters Score -1326806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1326881.500000 Penalty: 4645.141602
	Iteration 20F: 3 clusters Score -1326882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1326937.250000 Penalty: 4645.141602
	Iteration 21Q: 3 clusters Score -1326937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1326982.500000 Penalty: 4645.141602
	Iteration 22Q: 3 clusters Score -1326982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1327017.625000 Penalty: 4645.141602
	Iteration 23Q: 3 clusters Score -1327018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1327042.125000 Penalty: 4645.141602
	Iteration 24Q: 3 clusters Score -1327042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1327057.000000 Penalty: 4645.141602
	Iteration 25Q: 3 clusters Score -1327057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1327073.250000 Penalty: 4645.141602
	Iteration 26Q: 3 clusters Score -1327073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1327084.375000 Penalty: 4645.141602
	Iteration 27Q: 3 clusters Score -1327084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1327091.000000 Penalty: 4645.141602
	Iteration 28Q: 3 clusters Score -1327091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1327104.375000 Penalty: 4645.141602
	Iteration 29Q: 3 clusters Score -1327104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1327117.125000 Penalty: 4645.141602
	Iteration 30Q: 3 clusters Score -1327117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1327123.625000 Penalty: 4645.141602
	Iteration 31Q: 3 clusters Score -1327124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1327127.875000 Penalty: 4645.141602
	Iteration 32Q: 3 clusters Score -1327128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1327131.250000 Penalty: 4645.141602
	Iteration 33Q: 3 clusters Score -1327131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1327133.500000 Penalty: 4645.141602
	Iteration 34Q: 3 clusters Score -1327134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1327142.875000 Penalty: 4645.141602
	Iteration 35Q: 3 clusters Score -1327143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1327148.000000 Penalty: 4645.141602
	Iteration 36Q: 3 clusters Score -1327148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1327151.250000 Penalty: 4645.141602
	Iteration 37Q: 3 clusters Score -1327151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1327153.875000 Penalty: 4645.141602
	Iteration 38Q: 3 clusters Score -1327154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1327153.875000 Penalty: 4645.141602
	Iteration 39F: 3 clusters Score -1327154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Entering Unmasked Estep 
Score: -13868465.000000 Penalty: 2891.844727
	Iteration 0F: 2 clusters Score -1.386846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -13790571.000000 Penalty: 5783.689453
	Iteration 0F: 3 clusters Score -1.379057e+07 nChanged 55171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -13822286.000000 Penalty: 5783.689453
	Iteration 1F: 3 clusters Score -1.382229e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -13823147.000000 Penalty: 5783.689453
	Iteration 2Q: 3 clusters Score -1.382315e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -13824019.000000 Penalty: 5783.689453
	Iteration 3Q: 3 clusters Score -1.382402e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -13825042.000000 Penalty: 5783.689453
	Iteration 4Q: 3 clusters Score -1.382504e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -13826205.000000 Penalty: 5783.689453
	Iteration 5Q: 3 clusters Score -1.38262e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -13827508.000000 Penalty: 5783.689453
	Iteration 6Q: 3 clusters Score -1.382751e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -13829111.000000 Penalty: 5783.689453
	Iteration 7Q: 3 clusters Score -1.382911e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -13831032.000000 Penalty: 5783.689453
	Iteration 8Q: 3 clusters Score -1.383103e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -13833353.000000 Penalty: 5783.689453
	Iteration 9Q: 3 clusters Score -1.383335e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -13836072.000000 Penalty: 5783.689453
	Iteration 10Q: 3 clusters Score -1.383607e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -13839310.000000 Penalty: 5783.689453
	Iteration 11F: 3 clusters Score -1.383931e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -13843815.000000 Penalty: 5783.689453
	Iteration 12F: 3 clusters Score -1.384382e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -13849422.000000 Penalty: 5783.689453
	Iteration 13F: 3 clusters Score -1.384942e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -13854235.000000 Penalty: 5783.689453
	Iteration 14F: 3 clusters Score -1.385424e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -13857198.000000 Penalty: 5783.689453
	Iteration 15Q: 3 clusters Score -1.38572e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -13859171.000000 Penalty: 5783.689453
	Iteration 16Q: 3 clusters Score -1.385917e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -13860746.000000 Penalty: 5783.689453
	Iteration 17Q: 3 clusters Score -1.386075e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -13862132.000000 Penalty: 5783.689453
	Iteration 18Q: 3 clusters Score -1.386213e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -13863500.000000 Penalty: 5783.689453
	Iteration 19Q: 3 clusters Score -1.38635e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -13864736.000000 Penalty: 5783.689453
	Iteration 20F: 3 clusters Score -1.386474e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -13865910.000000 Penalty: 5783.689453
	Iteration 21Q: 3 clusters Score -1.386591e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -13866757.000000 Penalty: 5783.689453
	Iteration 22Q: 3 clusters Score -1.386676e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -13867330.000000 Penalty: 5783.689453
	Iteration 23Q: 3 clusters Score -1.386733e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -13867705.000000 Penalty: 5783.689453
	Iteration 24Q: 3 clusters Score -1.38677e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -13867936.000000 Penalty: 5783.689453
	Iteration 25Q: 3 clusters Score -1.386794e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -13868061.000000 Penalty: 5783.689453
	Iteration 26Q: 3 clusters Score -1.386806e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -13868103.000000 Penalty: 5783.689453
	Iteration 27Q: 3 clusters Score -1.38681e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -13868204.000000 Penalty: 5783.689453
	Iteration 28Q: 3 clusters Score -1.38682e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -13868226.000000 Penalty: 5783.689453
	Iteration 29Q: 3 clusters Score -1.386823e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -13868260.000000 Penalty: 5783.689453
	Iteration 30Q: 3 clusters Score -1.386826e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -13868244.000000 Penalty: 5783.689453
	Iteration 31Q: 3 clusters Score -1.386824e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -13868286.000000 Penalty: 5783.689453
	Iteration 32Q: 3 clusters Score -1.386829e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -13868286.000000 Penalty: 5783.689453
	Iteration 33Q: 3 clusters Score -1.386829e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -13868295.000000 Penalty: 5783.689453
	Iteration 34Q: 3 clusters Score -1.38683e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -13868268.000000 Penalty: 5783.689453
	Iteration 35Q: 3 clusters Score -1.386827e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -13868269.000000 Penalty: 5783.689453
	Iteration 36Q: 3 clusters Score -1.386827e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -13868268.000000 Penalty: 5783.689453
	Iteration 37Q: 3 clusters Score -1.386827e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -13868284.000000 Penalty: 5783.689453
	Iteration 38Q: 3 clusters Score -1.386828e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -13868288.000000 Penalty: 5783.689453
	Iteration 39Q: 3 clusters Score -1.386829e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -13868303.000000 Penalty: 5783.689453
	Iteration 40F: 3 clusters Score -1.38683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -13868306.000000 Penalty: 5783.689453
	Iteration 41Q: 3 clusters Score -1.386831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -13868322.000000 Penalty: 5783.689453
	Iteration 42Q: 3 clusters Score -1.386832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -13868333.000000 Penalty: 5783.689453
	Iteration 43Q: 3 clusters Score -1.386833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -13868330.000000 Penalty: 5783.689453
	Iteration 44Q: 3 clusters Score -1.386833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -13868331.000000 Penalty: 5783.689453
	Iteration 45Q: 3 clusters Score -1.386833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -13868327.000000 Penalty: 5783.689453
	Iteration 46Q: 3 clusters Score -1.386833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -13868344.000000 Penalty: 5783.689453
	Iteration 47Q: 3 clusters Score -1.386834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -13868335.000000 Penalty: 5783.689453
	Iteration 48Q: 3 clusters Score -1.386834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -13868333.000000 Penalty: 5783.689453
	Iteration 49Q: 3 clusters Score -1.386833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -13868329.000000 Penalty: 5783.689453
	Iteration 50Q: 3 clusters Score -1.386833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -13868324.000000 Penalty: 5783.689453
	Iteration 51Q: 3 clusters Score -1.386832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -13868333.000000 Penalty: 5783.689453
	Iteration 52Q: 3 clusters Score -1.386833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -13868342.000000 Penalty: 5783.689453
	Iteration 53Q: 3 clusters Score -1.386834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -13868353.000000 Penalty: 5783.689453
	Iteration 54Q: 3 clusters Score -1.386835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -13868366.000000 Penalty: 5783.689453
	Iteration 55Q: 3 clusters Score -1.386837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -13868355.000000 Penalty: 5783.689453
	Iteration 56Q: 3 clusters Score -1.386836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -13868356.000000 Penalty: 5783.689453
	Iteration 57Q: 3 clusters Score -1.386836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -13868356.000000 Penalty: 5783.689453
	Iteration 58F: 3 clusters Score -1.386836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -480495.875000 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -480495.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -476456.968750 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -476457 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -477703.625000 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -477703.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -478347.750000 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -478347.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -478949.312500 Penalty: 4157.047852
	Iteration 3F: 3 clusters Score -478949.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -479552.062500 Penalty: 4157.047852
	Iteration 4F: 3 clusters Score -479552.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -480031.437500 Penalty: 4157.047852
	Iteration 5F: 3 clusters Score -480031.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -480387.843750 Penalty: 4157.047852
	Iteration 6F: 3 clusters Score -480387.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -480559.375000 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -480559.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -480617.062500 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -480617.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -480632.875000 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -480632.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -480641.875000 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -480641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -480646.062500 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -480646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -480648.593750 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -480648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -480651.250000 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -480651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -480653.812500 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -480653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -480654.687500 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -480654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -480655.218750 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -480655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -480656.375000 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -480656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -480655.750000 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -480655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -480655.750000 Penalty: 4157.047852
	Iteration 19F: 3 clusters Score -480655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 11856 members 
Mstep: Class 3 contains 47378 members 
Mstep: Class 4 contains 79413 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 157831 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115921 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 175281 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 21016 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 168579 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110400 members 
Mstep: Class 18 contains 28835 members 
Mstep: Class 19 contains 241711 members 
Mstep: Class 20 contains 26918 members 
Mstep: Class 21 contains 62321 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 10048 members 
Mstep: Class 25 contains 11987 members 
Mstep: Class 26 contains 11828 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10171 members 
Mstep: Class 29 contains 73121 members 
Mstep: Class 30 contains 38850 members 
Mstep: Class 31 contains 17334 members 
Mstep: Class 32 contains 21124 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3511 members 
Mstep: Class 35 contains 10467 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6439 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Mstep: Class 40 contains 2828 members 
Entering Unmasked Estep 
Score: -205583776.000000 Penalty: 142798.250000
Splitting cluster 10 changes total score from -205585312.000000 to -205583776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (175281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Entering Unmasked Estep 
Score: -21190718.000000 Penalty: 2994.387939
	Iteration 0F: 2 clusters Score -2.119072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -21082600.000000 Penalty: 5988.775879
	Iteration 0F: 3 clusters Score -2.10826e+07 nChanged 83817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -21130424.000000 Penalty: 5988.775879
	Iteration 1F: 3 clusters Score -2.113042e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -21131372.000000 Penalty: 5988.775879
	Iteration 2Q: 3 clusters Score -2.113137e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -21132676.000000 Penalty: 5988.775879
	Iteration 3Q: 3 clusters Score -2.113268e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -21133774.000000 Penalty: 5988.775879
	Iteration 4Q: 3 clusters Score -2.113377e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -21135290.000000 Penalty: 5988.775879
	Iteration 5Q: 3 clusters Score -2.113529e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94370 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -21137418.000000 Penalty: 5988.775879
	Iteration 6Q: 3 clusters Score -2.113742e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -21139956.000000 Penalty: 5988.775879
	Iteration 7Q: 3 clusters Score -2.113996e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -21143432.000000 Penalty: 5988.775879
	Iteration 8Q: 3 clusters Score -2.114343e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -21147530.000000 Penalty: 5988.775879
	Iteration 9F: 3 clusters Score -2.114753e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -21153124.000000 Penalty: 5988.775879
	Iteration 10F: 3 clusters Score -2.115312e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -21159864.000000 Penalty: 5988.775879
	Iteration 11F: 3 clusters Score -2.115986e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137912 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -21167556.000000 Penalty: 5988.775879
	Iteration 12F: 3 clusters Score -2.116756e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -21174666.000000 Penalty: 5988.775879
	Iteration 13F: 3 clusters Score -2.117467e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -21179908.000000 Penalty: 5988.775879
	Iteration 14F: 3 clusters Score -2.117991e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -21183314.000000 Penalty: 5988.775879
	Iteration 15Q: 3 clusters Score -2.118331e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168522 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -21185382.000000 Penalty: 5988.775879
	Iteration 16Q: 3 clusters Score -2.118538e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -21186796.000000 Penalty: 5988.775879
	Iteration 17Q: 3 clusters Score -2.11868e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21187578.000000 Penalty: 5988.775879
	Iteration 18Q: 3 clusters Score -2.118758e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173761 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -21188104.000000 Penalty: 5988.775879
	Iteration 19Q: 3 clusters Score -2.11881e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174115 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21188408.000000 Penalty: 5988.775879
	Iteration 20F: 3 clusters Score -2.118841e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174259 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21188526.000000 Penalty: 5988.775879
	Iteration 21Q: 3 clusters Score -2.118853e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21188606.000000 Penalty: 5988.775879
	Iteration 22Q: 3 clusters Score -2.118861e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21188650.000000 Penalty: 5988.775879
	Iteration 23Q: 3 clusters Score -2.118865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -21188638.000000 Penalty: 5988.775879
	Iteration 24Q: 3 clusters Score -2.118864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174445 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -21188658.000000 Penalty: 5988.775879
	Iteration 25Q: 3 clusters Score -2.118866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174460 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21188666.000000 Penalty: 5988.775879
	Iteration 26Q: 3 clusters Score -2.118867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21188670.000000 Penalty: 5988.775879
	Iteration 27Q: 3 clusters Score -2.118867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174481 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -21188654.000000 Penalty: 5988.775879
	Iteration 28Q: 3 clusters Score -2.118865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174490 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21188672.000000 Penalty: 5988.775879
	Iteration 29Q: 3 clusters Score -2.118867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -21188674.000000 Penalty: 5988.775879
	Iteration 30Q: 3 clusters Score -2.118867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21188686.000000 Penalty: 5988.775879
	Iteration 31Q: 3 clusters Score -2.118869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21188682.000000 Penalty: 5988.775879
	Iteration 32Q: 3 clusters Score -2.118868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21188694.000000 Penalty: 5988.775879
	Iteration 33Q: 3 clusters Score -2.118869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21188694.000000 Penalty: 5988.775879
	Iteration 34Q: 3 clusters Score -2.118869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21188676.000000 Penalty: 5988.775879
	Iteration 35Q: 3 clusters Score -2.118868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -21188680.000000 Penalty: 5988.775879
	Iteration 36Q: 3 clusters Score -2.118868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21188700.000000 Penalty: 5988.775879
	Iteration 37Q: 3 clusters Score -2.11887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21188702.000000 Penalty: 5988.775879
	Iteration 38Q: 3 clusters Score -2.11887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21188706.000000 Penalty: 5988.775879
	Iteration 39Q: 3 clusters Score -2.118871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21188706.000000 Penalty: 5988.775879
	Iteration 40F: 3 clusters Score -2.118871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Entering Unmasked Estep 
Score: -867452.000000 Penalty: 2205.537842
	Iteration 0F: 2 clusters Score -867452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -861500.625000 Penalty: 4411.075684
	Iteration 0F: 3 clusters Score -861500.6 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -863164.312500 Penalty: 4411.075684
	Iteration 1F: 3 clusters Score -863164.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -863464.937500 Penalty: 4411.075684
	Iteration 2F: 3 clusters Score -863464.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -863638.250000 Penalty: 4411.075684
	Iteration 3F: 3 clusters Score -863638.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -863769.625000 Penalty: 4411.075684
	Iteration 4Q: 3 clusters Score -863769.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -863878.437500 Penalty: 4411.075684
	Iteration 5Q: 3 clusters Score -863878.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -863996.875000 Penalty: 4411.075684
	Iteration 6Q: 3 clusters Score -863996.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -864133.250000 Penalty: 4411.075684
	Iteration 7Q: 3 clusters Score -864133.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -864281.375000 Penalty: 4411.075684
	Iteration 8Q: 3 clusters Score -864281.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -864452.937500 Penalty: 4411.075684
	Iteration 9Q: 3 clusters Score -864452.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -864670.250000 Penalty: 4411.075684
	Iteration 10Q: 3 clusters Score -864670.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -864876.812500 Penalty: 4411.075684
	Iteration 11Q: 3 clusters Score -864876.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -865093.437500 Penalty: 4411.075684
	Iteration 12Q: 3 clusters Score -865093.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -865298.625000 Penalty: 4411.075684
	Iteration 13Q: 3 clusters Score -865298.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -865472.062500 Penalty: 4411.075684
	Iteration 14Q: 3 clusters Score -865472.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -865597.687500 Penalty: 4411.075684
	Iteration 15Q: 3 clusters Score -865597.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -865701.625000 Penalty: 4411.075684
	Iteration 16Q: 3 clusters Score -865701.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -865772.625000 Penalty: 4411.075684
	Iteration 17Q: 3 clusters Score -865772.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -865828.062500 Penalty: 4411.075684
	Iteration 18Q: 3 clusters Score -865828.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -865863.312500 Penalty: 4411.075684
	Iteration 19Q: 3 clusters Score -865863.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -865884.062500 Penalty: 4411.075684
	Iteration 20F: 3 clusters Score -865884.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -865894.875000 Penalty: 4411.075684
	Iteration 21Q: 3 clusters Score -865894.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -865902.812500 Penalty: 4411.075684
	Iteration 22Q: 3 clusters Score -865902.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -865911.250000 Penalty: 4411.075684
	Iteration 23Q: 3 clusters Score -865911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -865915.562500 Penalty: 4411.075684
	Iteration 24Q: 3 clusters Score -865915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -865919.625000 Penalty: 4411.075684
	Iteration 25Q: 3 clusters Score -865919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -865922.250000 Penalty: 4411.075684
	Iteration 26Q: 3 clusters Score -865922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -865927.937500 Penalty: 4411.075684
	Iteration 27Q: 3 clusters Score -865927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -865929.625000 Penalty: 4411.075684
	Iteration 28Q: 3 clusters Score -865929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -865927.437500 Penalty: 4411.075684
	Iteration 29Q: 3 clusters Score -865927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -865928.687500 Penalty: 4411.075684
	Iteration 30Q: 3 clusters Score -865928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -865931.187500 Penalty: 4411.075684
	Iteration 31Q: 3 clusters Score -865931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -865934.062500 Penalty: 4411.075684
	Iteration 32Q: 3 clusters Score -865934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -865939.812500 Penalty: 4411.075684
	Iteration 33Q: 3 clusters Score -865939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -865941.062500 Penalty: 4411.075684
	Iteration 34Q: 3 clusters Score -865941.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -865941.875000 Penalty: 4411.075684
	Iteration 35Q: 3 clusters Score -865941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -865945.062500 Penalty: 4411.075684
	Iteration 36Q: 3 clusters Score -865945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -865944.687500 Penalty: 4411.075684
	Iteration 37Q: 3 clusters Score -865944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -865944.750000 Penalty: 4411.075684
	Iteration 38Q: 3 clusters Score -865944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -865946.562500 Penalty: 4411.075684
	Iteration 39Q: 3 clusters Score -865946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -865947.187500 Penalty: 4411.075684
	Iteration 40F: 3 clusters Score -865947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -865947.312500 Penalty: 4411.075684
	Iteration 41Q: 3 clusters Score -865947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -865945.875000 Penalty: 4411.075684
	Iteration 42Q: 3 clusters Score -865945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -865947.187500 Penalty: 4411.075684
	Iteration 43Q: 3 clusters Score -865947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -865948.500000 Penalty: 4411.075684
	Iteration 44Q: 3 clusters Score -865948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -865950.375000 Penalty: 4411.075684
	Iteration 45Q: 3 clusters Score -865950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -865950.375000 Penalty: 4411.075684
	Iteration 46F: 3 clusters Score -865950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Entering Unmasked Estep 
Score: -2363879.000000 Penalty: 2468.353760
	Iteration 0F: 2 clusters Score -2363879 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 10591 members 
Entering Unmasked Estep 
Score: -2349202.250000 Penalty: 4936.707520
	Iteration 0F: 3 clusters Score -2349202 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2354368.000000 Penalty: 4936.707520
	Iteration 1F: 3 clusters Score -2354368 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2354937.500000 Penalty: 4936.707520
	Iteration 2F: 3 clusters Score -2354938 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2355455.250000 Penalty: 4936.707520
	Iteration 3F: 3 clusters Score -2355455 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2355988.000000 Penalty: 4936.707520
	Iteration 4F: 3 clusters Score -2355988 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2356491.750000 Penalty: 4936.707520
	Iteration 5F: 3 clusters Score -2356492 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2356994.500000 Penalty: 4936.707520
	Iteration 6Q: 3 clusters Score -2356994 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2357557.250000 Penalty: 4936.707520
	Iteration 7Q: 3 clusters Score -2357557 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2358172.500000 Penalty: 4936.707520
	Iteration 8Q: 3 clusters Score -2358172 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2358800.500000 Penalty: 4936.707520
	Iteration 9Q: 3 clusters Score -2358800 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2359391.000000 Penalty: 4936.707520
	Iteration 10Q: 3 clusters Score -2359391 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2359955.000000 Penalty: 4936.707520
	Iteration 11Q: 3 clusters Score -2359955 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2360528.250000 Penalty: 4936.707520
	Iteration 12Q: 3 clusters Score -2360528 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2360974.750000 Penalty: 4936.707520
	Iteration 13Q: 3 clusters Score -2360975 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2361260.750000 Penalty: 4936.707520
	Iteration 14Q: 3 clusters Score -2361261 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2361436.750000 Penalty: 4936.707520
	Iteration 15Q: 3 clusters Score -2361437 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2361590.000000 Penalty: 4936.707520
	Iteration 16Q: 3 clusters Score -2361590 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2361687.500000 Penalty: 4936.707520
	Iteration 17Q: 3 clusters Score -2361688 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2361756.000000 Penalty: 4936.707520
	Iteration 18Q: 3 clusters Score -2361756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2361816.250000 Penalty: 4936.707520
	Iteration 19Q: 3 clusters Score -2361816 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2361854.500000 Penalty: 4936.707520
	Iteration 20F: 3 clusters Score -2361854 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2361899.000000 Penalty: 4936.707520
	Iteration 21Q: 3 clusters Score -2361899 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2361935.250000 Penalty: 4936.707520
	Iteration 22Q: 3 clusters Score -2361935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2361968.250000 Penalty: 4936.707520
	Iteration 23Q: 3 clusters Score -2361968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2362005.000000 Penalty: 4936.707520
	Iteration 24Q: 3 clusters Score -2362005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2362024.000000 Penalty: 4936.707520
	Iteration 25Q: 3 clusters Score -2362024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2362044.250000 Penalty: 4936.707520
	Iteration 26Q: 3 clusters Score -2362044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2362060.500000 Penalty: 4936.707520
	Iteration 27Q: 3 clusters Score -2362060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2362060.500000 Penalty: 4936.707520
	Iteration 28Q: 3 clusters Score -2362060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2362066.500000 Penalty: 4936.707520
	Iteration 29Q: 3 clusters Score -2362066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2362069.500000 Penalty: 4936.707520
	Iteration 30Q: 3 clusters Score -2362070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2362073.000000 Penalty: 4936.707520
	Iteration 31Q: 3 clusters Score -2362073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2362076.500000 Penalty: 4936.707520
	Iteration 32Q: 3 clusters Score -2362076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2362074.250000 Penalty: 4936.707520
	Iteration 33Q: 3 clusters Score -2362074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2362069.500000 Penalty: 4936.707520
	Iteration 34Q: 3 clusters Score -2362070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2362076.250000 Penalty: 4936.707520
	Iteration 35Q: 3 clusters Score -2362076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2362076.250000 Penalty: 4936.707520
	Iteration 36Q: 3 clusters Score -2362076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2362079.500000 Penalty: 4936.707520
	Iteration 37Q: 3 clusters Score -2362080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2362076.000000 Penalty: 4936.707520
	Iteration 38Q: 3 clusters Score -2362076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2362075.250000 Penalty: 4936.707520
	Iteration 39Q: 3 clusters Score -2362075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2362078.750000 Penalty: 4936.707520
	Iteration 40F: 3 clusters Score -2362079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2362079.250000 Penalty: 4936.707520
	Iteration 41Q: 3 clusters Score -2362079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2362080.250000 Penalty: 4936.707520
	Iteration 42Q: 3 clusters Score -2362080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2362080.250000 Penalty: 4936.707520
	Iteration 43Q: 3 clusters Score -2362080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2362080.250000 Penalty: 4936.707520
	Iteration 44F: 3 clusters Score -2362080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Entering Unmasked Estep 
Score: -916025.937500 Penalty: 2222.895508
	Iteration 0F: 2 clusters Score -916025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -909729.937500 Penalty: 4445.791016
	Iteration 0F: 3 clusters Score -909729.9 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -911500.062500 Penalty: 4445.791016
	Iteration 1F: 3 clusters Score -911500.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -911841.125000 Penalty: 4445.791016
	Iteration 2F: 3 clusters Score -911841.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -912127.062500 Penalty: 4445.791016
	Iteration 3F: 3 clusters Score -912127.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -912468.875000 Penalty: 4445.791016
	Iteration 4F: 3 clusters Score -912468.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -912874.437500 Penalty: 4445.791016
	Iteration 5F: 3 clusters Score -912874.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -913304.125000 Penalty: 4445.791016
	Iteration 6F: 3 clusters Score -913304.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -913707.937500 Penalty: 4445.791016
	Iteration 7F: 3 clusters Score -913707.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -913980.937500 Penalty: 4445.791016
	Iteration 8Q: 3 clusters Score -913980.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -914168.125000 Penalty: 4445.791016
	Iteration 9Q: 3 clusters Score -914168.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -914315.625000 Penalty: 4445.791016
	Iteration 10Q: 3 clusters Score -914315.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -914426.750000 Penalty: 4445.791016
	Iteration 11Q: 3 clusters Score -914426.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -914528.937500 Penalty: 4445.791016
	Iteration 12Q: 3 clusters Score -914528.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -914597.000000 Penalty: 4445.791016
	Iteration 13Q: 3 clusters Score -914597 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -914656.812500 Penalty: 4445.791016
	Iteration 14Q: 3 clusters Score -914656.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -914705.750000 Penalty: 4445.791016
	Iteration 15Q: 3 clusters Score -914705.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -914743.625000 Penalty: 4445.791016
	Iteration 16Q: 3 clusters Score -914743.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -914773.562500 Penalty: 4445.791016
	Iteration 17Q: 3 clusters Score -914773.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -914799.875000 Penalty: 4445.791016
	Iteration 18Q: 3 clusters Score -914799.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -914820.625000 Penalty: 4445.791016
	Iteration 19Q: 3 clusters Score -914820.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -914840.812500 Penalty: 4445.791016
	Iteration 20F: 3 clusters Score -914840.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -914850.500000 Penalty: 4445.791016
	Iteration 21Q: 3 clusters Score -914850.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -914857.937500 Penalty: 4445.791016
	Iteration 22Q: 3 clusters Score -914857.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -914862.187500 Penalty: 4445.791016
	Iteration 23Q: 3 clusters Score -914862.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -914866.937500 Penalty: 4445.791016
	Iteration 24Q: 3 clusters Score -914866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -914869.375000 Penalty: 4445.791016
	Iteration 25Q: 3 clusters Score -914869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -914872.312500 Penalty: 4445.791016
	Iteration 26Q: 3 clusters Score -914872.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -914873.187500 Penalty: 4445.791016
	Iteration 27Q: 3 clusters Score -914873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -914874.875000 Penalty: 4445.791016
	Iteration 28Q: 3 clusters Score -914874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -914875.250000 Penalty: 4445.791016
	Iteration 29Q: 3 clusters Score -914875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -914875.250000 Penalty: 4445.791016
	Iteration 30F: 3 clusters Score -914875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Entering Unmasked Estep 
Score: -20205046.000000 Penalty: 2984.719727
	Iteration 0F: 2 clusters Score -2.020505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -20093498.000000 Penalty: 5969.439453
	Iteration 0F: 3 clusters Score -2.00935e+07 nChanged 80896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -20141656.000000 Penalty: 5969.439453
	Iteration 1F: 3 clusters Score -2.014166e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -20143434.000000 Penalty: 5969.439453
	Iteration 2Q: 3 clusters Score -2.014343e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 92846 members 
Entering Unmasked Estep 
Score: -20146052.000000 Penalty: 5969.439453
	Iteration 3Q: 3 clusters Score -2.014605e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -20150040.000000 Penalty: 5969.439453
	Iteration 4Q: 3 clusters Score -2.015004e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -20155730.000000 Penalty: 5969.439453
	Iteration 5F: 3 clusters Score -2.015573e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -20163554.000000 Penalty: 5969.439453
	Iteration 6F: 3 clusters Score -2.016355e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 118571 members 
Entering Unmasked Estep 
Score: -20172860.000000 Penalty: 5969.439453
	Iteration 7F: 3 clusters Score -2.017286e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
Score: -20181152.000000 Penalty: 5969.439453
	Iteration 8F: 3 clusters Score -2.018115e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 129204 members 
Entering Unmasked Estep 
Score: -20186660.000000 Penalty: 5969.439453
	Iteration 9Q: 3 clusters Score -2.018666e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 132426 members 
Entering Unmasked Estep 
Score: -20189916.000000 Penalty: 5969.439453
	Iteration 10Q: 3 clusters Score -2.018992e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -20192006.000000 Penalty: 5969.439453
	Iteration 11Q: 3 clusters Score -2.019201e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 137366 members 
Entering Unmasked Estep 
Score: -20193614.000000 Penalty: 5969.439453
	Iteration 12Q: 3 clusters Score -2.019361e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 139414 members 
Entering Unmasked Estep 
Score: -20195078.000000 Penalty: 5969.439453
	Iteration 13Q: 3 clusters Score -2.019508e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 141228 members 
Entering Unmasked Estep 
Score: -20196302.000000 Penalty: 5969.439453
	Iteration 14Q: 3 clusters Score -2.01963e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 142896 members 
Entering Unmasked Estep 
Score: -20197314.000000 Penalty: 5969.439453
	Iteration 15Q: 3 clusters Score -2.019731e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -20198096.000000 Penalty: 5969.439453
	Iteration 16Q: 3 clusters Score -2.01981e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -20198712.000000 Penalty: 5969.439453
	Iteration 17Q: 3 clusters Score -2.019871e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 146745 members 
Entering Unmasked Estep 
Score: -20199318.000000 Penalty: 5969.439453
	Iteration 18Q: 3 clusters Score -2.019932e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
Score: -20199718.000000 Penalty: 5969.439453
	Iteration 19Q: 3 clusters Score -2.019972e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -20199956.000000 Penalty: 5969.439453
	Iteration 20F: 3 clusters Score -2.019996e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -20200190.000000 Penalty: 5969.439453
	Iteration 21Q: 3 clusters Score -2.020019e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 150452 members 
Entering Unmasked Estep 
Score: -20200380.000000 Penalty: 5969.439453
	Iteration 22Q: 3 clusters Score -2.020038e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -20200654.000000 Penalty: 5969.439453
	Iteration 23Q: 3 clusters Score -2.020065e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 151943 members 
Entering Unmasked Estep 
Score: -20200830.000000 Penalty: 5969.439453
	Iteration 24Q: 3 clusters Score -2.020083e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -20200858.000000 Penalty: 5969.439453
	Iteration 25Q: 3 clusters Score -2.020086e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 153213 members 
Entering Unmasked Estep 
Score: -20200964.000000 Penalty: 5969.439453
	Iteration 26Q: 3 clusters Score -2.020096e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -20200976.000000 Penalty: 5969.439453
	Iteration 27Q: 3 clusters Score -2.020098e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -20201146.000000 Penalty: 5969.439453
	Iteration 28Q: 3 clusters Score -2.020115e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 155081 members 
Entering Unmasked Estep 
Score: -20201282.000000 Penalty: 5969.439453
	Iteration 29Q: 3 clusters Score -2.020128e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 155687 members 
Entering Unmasked Estep 
Score: -20201338.000000 Penalty: 5969.439453
	Iteration 30Q: 3 clusters Score -2.020134e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -20201404.000000 Penalty: 5969.439453
	Iteration 31Q: 3 clusters Score -2.02014e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 156865 members 
Entering Unmasked Estep 
Score: -20201522.000000 Penalty: 5969.439453
	Iteration 32Q: 3 clusters Score -2.020152e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -20201620.000000 Penalty: 5969.439453
	Iteration 33Q: 3 clusters Score -2.020162e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -20201766.000000 Penalty: 5969.439453
	Iteration 34Q: 3 clusters Score -2.020177e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -20201958.000000 Penalty: 5969.439453
	Iteration 35Q: 3 clusters Score -2.020196e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 158861 members 
Entering Unmasked Estep 
Score: -20202016.000000 Penalty: 5969.439453
	Iteration 36Q: 3 clusters Score -2.020202e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -20202076.000000 Penalty: 5969.439453
	Iteration 37Q: 3 clusters Score -2.020208e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 159691 members 
Entering Unmasked Estep 
Score: -20202246.000000 Penalty: 5969.439453
	Iteration 38Q: 3 clusters Score -2.020225e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 160073 members 
Entering Unmasked Estep 
Score: -20202364.000000 Penalty: 5969.439453
	Iteration 39Q: 3 clusters Score -2.020236e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 160407 members 
Entering Unmasked Estep 
Score: -20202364.000000 Penalty: 5969.439453
	Iteration 40F: 3 clusters Score -2.020236e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 160708 members 
Entering Unmasked Estep 
Score: -20202428.000000 Penalty: 5969.439453
	Iteration 41Q: 3 clusters Score -2.020243e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -20202482.000000 Penalty: 5969.439453
	Iteration 42Q: 3 clusters Score -2.020248e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 161253 members 
Entering Unmasked Estep 
Score: -20202494.000000 Penalty: 5969.439453
	Iteration 43Q: 3 clusters Score -2.020249e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 161497 members 
Entering Unmasked Estep 
Score: -20202452.000000 Penalty: 5969.439453
	Iteration 44Q: 3 clusters Score -2.020245e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -20202492.000000 Penalty: 5969.439453
	Iteration 45Q: 3 clusters Score -2.020249e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -20202520.000000 Penalty: 5969.439453
	Iteration 46Q: 3 clusters Score -2.020252e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -20202582.000000 Penalty: 5969.439453
	Iteration 47Q: 3 clusters Score -2.020258e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -20202606.000000 Penalty: 5969.439453
	Iteration 48Q: 3 clusters Score -2.020261e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 162505 members 
Entering Unmasked Estep 
Score: -20202628.000000 Penalty: 5969.439453
	Iteration 49Q: 3 clusters Score -2.020263e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 162657 members 
Entering Unmasked Estep 
Score: -20202652.000000 Penalty: 5969.439453
	Iteration 50Q: 3 clusters Score -2.020265e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 162796 members 
Entering Unmasked Estep 
Score: -20202670.000000 Penalty: 5969.439453
	Iteration 51Q: 3 clusters Score -2.020267e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -20202688.000000 Penalty: 5969.439453
	Iteration 52Q: 3 clusters Score -2.020269e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 163054 members 
Entering Unmasked Estep 
Score: -20202654.000000 Penalty: 5969.439453
	Iteration 53Q: 3 clusters Score -2.020265e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -20202698.000000 Penalty: 5969.439453
	Iteration 54Q: 3 clusters Score -2.02027e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 163297 members 
Entering Unmasked Estep 
Score: -20202714.000000 Penalty: 5969.439453
	Iteration 55Q: 3 clusters Score -2.020271e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -20202742.000000 Penalty: 5969.439453
	Iteration 56Q: 3 clusters Score -2.020274e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 163524 members 
Entering Unmasked Estep 
Score: -20202754.000000 Penalty: 5969.439453
	Iteration 57Q: 3 clusters Score -2.020275e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -20202782.000000 Penalty: 5969.439453
	Iteration 58Q: 3 clusters Score -2.020278e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -20202792.000000 Penalty: 5969.439453
	Iteration 59Q: 3 clusters Score -2.020279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -20202816.000000 Penalty: 5969.439453
	Iteration 60F: 3 clusters Score -2.020282e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 163862 members 
Entering Unmasked Estep 
Score: -20202858.000000 Penalty: 5969.439453
	Iteration 61Q: 3 clusters Score -2.020286e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -20202840.000000 Penalty: 5969.439453
	Iteration 62Q: 3 clusters Score -2.020284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -20202836.000000 Penalty: 5969.439453
	Iteration 63Q: 3 clusters Score -2.020284e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 164010 members 
Entering Unmasked Estep 
Score: -20202830.000000 Penalty: 5969.439453
	Iteration 64Q: 3 clusters Score -2.020283e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -20202836.000000 Penalty: 5969.439453
	Iteration 65Q: 3 clusters Score -2.020284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -20202830.000000 Penalty: 5969.439453
	Iteration 66Q: 3 clusters Score -2.020283e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -20202844.000000 Penalty: 5969.439453
	Iteration 67Q: 3 clusters Score -2.020284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -20202822.000000 Penalty: 5969.439453
	Iteration 68Q: 3 clusters Score -2.020282e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 164226 members 
Entering Unmasked Estep 
Score: -20202822.000000 Penalty: 5969.439453
	Iteration 69Q: 3 clusters Score -2.020282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -20202844.000000 Penalty: 5969.439453
	Iteration 70Q: 3 clusters Score -2.020284e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -20202858.000000 Penalty: 5969.439453
	Iteration 71Q: 3 clusters Score -2.020286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -20202850.000000 Penalty: 5969.439453
	Iteration 72Q: 3 clusters Score -2.020285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -20202838.000000 Penalty: 5969.439453
	Iteration 73Q: 3 clusters Score -2.020284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -20202830.000000 Penalty: 5969.439453
	Iteration 74Q: 3 clusters Score -2.020283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 164410 members 
Entering Unmasked Estep 
Score: -20202832.000000 Penalty: 5969.439453
	Iteration 75Q: 3 clusters Score -2.020283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 164433 members 
Entering Unmasked Estep 
Score: -20202848.000000 Penalty: 5969.439453
	Iteration 76Q: 3 clusters Score -2.020285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -20202830.000000 Penalty: 5969.439453
	Iteration 77Q: 3 clusters Score -2.020283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 164473 members 
Entering Unmasked Estep 
Score: -20202850.000000 Penalty: 5969.439453
	Iteration 78Q: 3 clusters Score -2.020285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 164488 members 
Entering Unmasked Estep 
Score: -20202848.000000 Penalty: 5969.439453
	Iteration 79Q: 3 clusters Score -2.020285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -20202842.000000 Penalty: 5969.439453
	Iteration 80F: 3 clusters Score -2.020284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -20202846.000000 Penalty: 5969.439453
	Iteration 81Q: 3 clusters Score -2.020285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 164547 members 
Entering Unmasked Estep 
Score: -20202846.000000 Penalty: 5969.439453
	Iteration 82Q: 3 clusters Score -2.020285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -20202834.000000 Penalty: 5969.439453
	Iteration 83Q: 3 clusters Score -2.020283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -20202844.000000 Penalty: 5969.439453
	Iteration 84Q: 3 clusters Score -2.020284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -20202838.000000 Penalty: 5969.439453
	Iteration 85Q: 3 clusters Score -2.020284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -20202844.000000 Penalty: 5969.439453
	Iteration 86Q: 3 clusters Score -2.020284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -20202838.000000 Penalty: 5969.439453
	Iteration 87Q: 3 clusters Score -2.020284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 164677 members 
Entering Unmasked Estep 
Score: -20202852.000000 Penalty: 5969.439453
	Iteration 88Q: 3 clusters Score -2.020285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 164705 members 
Entering Unmasked Estep 
Score: -20202822.000000 Penalty: 5969.439453
	Iteration 89Q: 3 clusters Score -2.020282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 164724 members 
Entering Unmasked Estep 
Score: -20202838.000000 Penalty: 5969.439453
	Iteration 90Q: 3 clusters Score -2.020284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 164754 members 
Entering Unmasked Estep 
Score: -20202810.000000 Penalty: 5969.439453
	Iteration 91Q: 3 clusters Score -2.020281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 164783 members 
Entering Unmasked Estep 
Score: -20202784.000000 Penalty: 5969.439453
	Iteration 92Q: 3 clusters Score -2.020278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 164805 members 
Entering Unmasked Estep 
Score: -20202762.000000 Penalty: 5969.439453
	Iteration 93Q: 3 clusters Score -2.020276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 164834 members 
Entering Unmasked Estep 
Score: -20202756.000000 Penalty: 5969.439453
	Iteration 94Q: 3 clusters Score -2.020276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -20202774.000000 Penalty: 5969.439453
	Iteration 95Q: 3 clusters Score -2.020277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -20202798.000000 Penalty: 5969.439453
	Iteration 96Q: 3 clusters Score -2.02028e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 164902 members 
Entering Unmasked Estep 
Score: -20202784.000000 Penalty: 5969.439453
	Iteration 97Q: 3 clusters Score -2.020278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -20202816.000000 Penalty: 5969.439453
	Iteration 98Q: 3 clusters Score -2.020282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 164952 members 
Entering Unmasked Estep 
Score: -20202808.000000 Penalty: 5969.439453
	Iteration 99Q: 3 clusters Score -2.020281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 164973 members 
Entering Unmasked Estep 
Score: -20202826.000000 Penalty: 5969.439453
	Iteration 100F: 3 clusters Score -2.020283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -20202818.000000 Penalty: 5969.439453
	Iteration 101Q: 3 clusters Score -2.020282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -20202816.000000 Penalty: 5969.439453
	Iteration 102Q: 3 clusters Score -2.020282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -20202824.000000 Penalty: 5969.439453
	Iteration 103Q: 3 clusters Score -2.020282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 165023 members 
Entering Unmasked Estep 
Score: -20202806.000000 Penalty: 5969.439453
	Iteration 104Q: 3 clusters Score -2.020281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -20202808.000000 Penalty: 5969.439453
	Iteration 105Q: 3 clusters Score -2.020281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -20202812.000000 Penalty: 5969.439453
	Iteration 106Q: 3 clusters Score -2.020281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 165049 members 
Entering Unmasked Estep 
Score: -20202808.000000 Penalty: 5969.439453
	Iteration 107Q: 3 clusters Score -2.020281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -20202810.000000 Penalty: 5969.439453
	Iteration 108Q: 3 clusters Score -2.020281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -20202814.000000 Penalty: 5969.439453
	Iteration 109Q: 3 clusters Score -2.020281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -20202810.000000 Penalty: 5969.439453
	Iteration 110Q: 3 clusters Score -2.020281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -20202824.000000 Penalty: 5969.439453
	Iteration 111Q: 3 clusters Score -2.020282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -20202804.000000 Penalty: 5969.439453
	Iteration 112Q: 3 clusters Score -2.02028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -20202796.000000 Penalty: 5969.439453
	Iteration 113Q: 3 clusters Score -2.02028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -20202814.000000 Penalty: 5969.439453
	Iteration 114Q: 3 clusters Score -2.020281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -20202810.000000 Penalty: 5969.439453
	Iteration 115Q: 3 clusters Score -2.020281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 165097 members 
Entering Unmasked Estep 
Score: -20202822.000000 Penalty: 5969.439453
	Iteration 116Q: 3 clusters Score -2.020282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 165106 members 
Entering Unmasked Estep 
Score: -20202832.000000 Penalty: 5969.439453
	Iteration 117Q: 3 clusters Score -2.020283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -20202832.000000 Penalty: 5969.439453
	Iteration 118Q: 3 clusters Score -2.020283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 165121 members 
Entering Unmasked Estep 
Score: -20202838.000000 Penalty: 5969.439453
	Iteration 119Q: 3 clusters Score -2.020284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -20202824.000000 Penalty: 5969.439453
	Iteration 120F: 3 clusters Score -2.020282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -20202834.000000 Penalty: 5969.439453
	Iteration 121Q: 3 clusters Score -2.020283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -20202844.000000 Penalty: 5969.439453
	Iteration 122Q: 3 clusters Score -2.020284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 165143 members 
Entering Unmasked Estep 
Score: -20202848.000000 Penalty: 5969.439453
	Iteration 123Q: 3 clusters Score -2.020285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -20202862.000000 Penalty: 5969.439453
	Iteration 124Q: 3 clusters Score -2.020286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -20202854.000000 Penalty: 5969.439453
	Iteration 125Q: 3 clusters Score -2.020285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -20202848.000000 Penalty: 5969.439453
	Iteration 126Q: 3 clusters Score -2.020285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 165153 members 
Entering Unmasked Estep 
Score: -20202834.000000 Penalty: 5969.439453
	Iteration 127Q: 3 clusters Score -2.020283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -20202844.000000 Penalty: 5969.439453
	Iteration 128Q: 3 clusters Score -2.020284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -20202842.000000 Penalty: 5969.439453
	Iteration 129Q: 3 clusters Score -2.020284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -20202848.000000 Penalty: 5969.439453
	Iteration 130Q: 3 clusters Score -2.020285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -20202860.000000 Penalty: 5969.439453
	Iteration 131Q: 3 clusters Score -2.020286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -20202850.000000 Penalty: 5969.439453
	Iteration 132Q: 3 clusters Score -2.020285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 165167 members 
Entering Unmasked Estep 
Score: -20202840.000000 Penalty: 5969.439453
	Iteration 133Q: 3 clusters Score -2.020284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -20202828.000000 Penalty: 5969.439453
	Iteration 134Q: 3 clusters Score -2.020283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 165173 members 
Entering Unmasked Estep 
Score: -20202844.000000 Penalty: 5969.439453
	Iteration 135Q: 3 clusters Score -2.020284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -20202840.000000 Penalty: 5969.439453
	Iteration 136Q: 3 clusters Score -2.020284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 165176 members 
Entering Unmasked Estep 
Score: -20202834.000000 Penalty: 5969.439453
	Iteration 137Q: 3 clusters Score -2.020283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -20202840.000000 Penalty: 5969.439453
	Iteration 138Q: 3 clusters Score -2.020284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -20202852.000000 Penalty: 5969.439453
	Iteration 139Q: 3 clusters Score -2.020285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -20202858.000000 Penalty: 5969.439453
	Iteration 140F: 3 clusters Score -2.020286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -28885.615234 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -28885.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27631.873047 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -27631.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27719.976562 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -27719.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27742.390625 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -27742.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27743.929688 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -27743.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27750.835938 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -27750.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27750.835938 Penalty: 2803.634521
	Iteration 5F: 3 clusters Score -27750.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Entering Unmasked Estep 
Score: -13107968.000000 Penalty: 2879.742432
	Iteration 0F: 2 clusters Score -1.310797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -13034067.000000 Penalty: 5759.484863
	Iteration 0F: 3 clusters Score -1.303407e+07 nChanged 52345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -13063470.000000 Penalty: 5759.484863
	Iteration 1F: 3 clusters Score -1.306347e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -13064284.000000 Penalty: 5759.484863
	Iteration 2Q: 3 clusters Score -1.306428e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -13065363.000000 Penalty: 5759.484863
	Iteration 3Q: 3 clusters Score -1.306536e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -13066737.000000 Penalty: 5759.484863
	Iteration 4Q: 3 clusters Score -1.306674e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -13068747.000000 Penalty: 5759.484863
	Iteration 5Q: 3 clusters Score -1.306875e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -13071536.000000 Penalty: 5759.484863
	Iteration 6Q: 3 clusters Score -1.307154e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -13075529.000000 Penalty: 5759.484863
	Iteration 7F: 3 clusters Score -1.307553e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -13080811.000000 Penalty: 5759.484863
	Iteration 8F: 3 clusters Score -1.308081e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -13087382.000000 Penalty: 5759.484863
	Iteration 9F: 3 clusters Score -1.308738e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -13093886.000000 Penalty: 5759.484863
	Iteration 10F: 3 clusters Score -1.309389e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -13099189.000000 Penalty: 5759.484863
	Iteration 11F: 3 clusters Score -1.309919e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -13102312.000000 Penalty: 5759.484863
	Iteration 12Q: 3 clusters Score -1.310231e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -13103906.000000 Penalty: 5759.484863
	Iteration 13Q: 3 clusters Score -1.310391e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13104600.000000 Penalty: 5759.484863
	Iteration 14Q: 3 clusters Score -1.31046e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13104993.000000 Penalty: 5759.484863
	Iteration 15Q: 3 clusters Score -1.310499e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13105158.000000 Penalty: 5759.484863
	Iteration 16Q: 3 clusters Score -1.310516e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13105267.000000 Penalty: 5759.484863
	Iteration 17Q: 3 clusters Score -1.310527e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13105361.000000 Penalty: 5759.484863
	Iteration 18Q: 3 clusters Score -1.310536e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109727 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13105404.000000 Penalty: 5759.484863
	Iteration 19Q: 3 clusters Score -1.31054e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13105441.000000 Penalty: 5759.484863
	Iteration 20F: 3 clusters Score -1.310544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13105453.000000 Penalty: 5759.484863
	Iteration 21Q: 3 clusters Score -1.310545e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13105468.000000 Penalty: 5759.484863
	Iteration 22Q: 3 clusters Score -1.310547e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13105500.000000 Penalty: 5759.484863
	Iteration 23Q: 3 clusters Score -1.31055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13105520.000000 Penalty: 5759.484863
	Iteration 24Q: 3 clusters Score -1.310552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13105532.000000 Penalty: 5759.484863
	Iteration 25Q: 3 clusters Score -1.310553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13105541.000000 Penalty: 5759.484863
	Iteration 26Q: 3 clusters Score -1.310554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13105561.000000 Penalty: 5759.484863
	Iteration 27Q: 3 clusters Score -1.310556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13105567.000000 Penalty: 5759.484863
	Iteration 28Q: 3 clusters Score -1.310557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109847 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13105573.000000 Penalty: 5759.484863
	Iteration 29Q: 3 clusters Score -1.310557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13105580.000000 Penalty: 5759.484863
	Iteration 30Q: 3 clusters Score -1.310558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13105584.000000 Penalty: 5759.484863
	Iteration 31Q: 3 clusters Score -1.310558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13105590.000000 Penalty: 5759.484863
	Iteration 32Q: 3 clusters Score -1.310559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13105583.000000 Penalty: 5759.484863
	Iteration 33Q: 3 clusters Score -1.310558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13105598.000000 Penalty: 5759.484863
	Iteration 34Q: 3 clusters Score -1.31056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13105605.000000 Penalty: 5759.484863
	Iteration 35Q: 3 clusters Score -1.31056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13105599.000000 Penalty: 5759.484863
	Iteration 36Q: 3 clusters Score -1.31056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13105609.000000 Penalty: 5759.484863
	Iteration 37Q: 3 clusters Score -1.310561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13105608.000000 Penalty: 5759.484863
	Iteration 38Q: 3 clusters Score -1.310561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13105603.000000 Penalty: 5759.484863
	Iteration 39Q: 3 clusters Score -1.31056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13105603.000000 Penalty: 5759.484863
	Iteration 40F: 3 clusters Score -1.31056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Entering Unmasked Estep 
Score: -3331812.000000 Penalty: 2546.797607
	Iteration 0F: 2 clusters Score -3331812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3311885.250000 Penalty: 5093.595215
	Iteration 0F: 3 clusters Score -3311885 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3319093.000000 Penalty: 5093.595215
	Iteration 1F: 3 clusters Score -3319093 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3319500.000000 Penalty: 5093.595215
	Iteration 2Q: 3 clusters Score -3319500 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3319866.500000 Penalty: 5093.595215
	Iteration 3Q: 3 clusters Score -3319866 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3320262.500000 Penalty: 5093.595215
	Iteration 4Q: 3 clusters Score -3320262 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3320734.000000 Penalty: 5093.595215
	Iteration 5Q: 3 clusters Score -3320734 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3321408.750000 Penalty: 5093.595215
	Iteration 6Q: 3 clusters Score -3321409 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3322372.250000 Penalty: 5093.595215
	Iteration 7F: 3 clusters Score -3322372 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3323718.250000 Penalty: 5093.595215
	Iteration 8F: 3 clusters Score -3323718 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3325108.250000 Penalty: 5093.595215
	Iteration 9F: 3 clusters Score -3325108 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3326310.000000 Penalty: 5093.595215
	Iteration 10F: 3 clusters Score -3326310 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3327201.000000 Penalty: 5093.595215
	Iteration 11Q: 3 clusters Score -3327201 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3327931.250000 Penalty: 5093.595215
	Iteration 12Q: 3 clusters Score -3327931 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3328492.000000 Penalty: 5093.595215
	Iteration 13Q: 3 clusters Score -3328492 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3328857.750000 Penalty: 5093.595215
	Iteration 14Q: 3 clusters Score -3328858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3329076.500000 Penalty: 5093.595215
	Iteration 15Q: 3 clusters Score -3329076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3329253.000000 Penalty: 5093.595215
	Iteration 16Q: 3 clusters Score -3329253 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3329395.000000 Penalty: 5093.595215
	Iteration 17Q: 3 clusters Score -3329395 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3329476.250000 Penalty: 5093.595215
	Iteration 18Q: 3 clusters Score -3329476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3329525.750000 Penalty: 5093.595215
	Iteration 19Q: 3 clusters Score -3329526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3329561.750000 Penalty: 5093.595215
	Iteration 20F: 3 clusters Score -3329562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3329587.500000 Penalty: 5093.595215
	Iteration 21Q: 3 clusters Score -3329588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3329600.250000 Penalty: 5093.595215
	Iteration 22Q: 3 clusters Score -3329600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3329620.000000 Penalty: 5093.595215
	Iteration 23Q: 3 clusters Score -3329620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3329633.000000 Penalty: 5093.595215
	Iteration 24Q: 3 clusters Score -3329633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3329649.250000 Penalty: 5093.595215
	Iteration 25Q: 3 clusters Score -3329649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3329658.250000 Penalty: 5093.595215
	Iteration 26Q: 3 clusters Score -3329658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3329660.000000 Penalty: 5093.595215
	Iteration 27Q: 3 clusters Score -3329660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3329664.000000 Penalty: 5093.595215
	Iteration 28Q: 3 clusters Score -3329664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3329674.000000 Penalty: 5093.595215
	Iteration 29Q: 3 clusters Score -3329674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3329672.000000 Penalty: 5093.595215
	Iteration 30Q: 3 clusters Score -3329672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3329675.000000 Penalty: 5093.595215
	Iteration 31Q: 3 clusters Score -3329675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3329678.750000 Penalty: 5093.595215
	Iteration 32Q: 3 clusters Score -3329679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3329679.000000 Penalty: 5093.595215
	Iteration 33Q: 3 clusters Score -3329679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3329684.500000 Penalty: 5093.595215
	Iteration 34Q: 3 clusters Score -3329684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3329686.750000 Penalty: 5093.595215
	Iteration 35Q: 3 clusters Score -3329687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3329688.750000 Penalty: 5093.595215
	Iteration 36Q: 3 clusters Score -3329689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3329689.000000 Penalty: 5093.595215
	Iteration 37Q: 3 clusters Score -3329689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3329688.000000 Penalty: 5093.595215
	Iteration 38Q: 3 clusters Score -3329688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3329693.750000 Penalty: 5093.595215
	Iteration 39Q: 3 clusters Score -3329694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3329692.000000 Penalty: 5093.595215
	Iteration 40F: 3 clusters Score -3329692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3329693.500000 Penalty: 5093.595215
	Iteration 41Q: 3 clusters Score -3329694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3329694.250000 Penalty: 5093.595215
	Iteration 42Q: 3 clusters Score -3329694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3329697.750000 Penalty: 5093.595215
	Iteration 43Q: 3 clusters Score -3329698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3329693.250000 Penalty: 5093.595215
	Iteration 44Q: 3 clusters Score -3329693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3329693.250000 Penalty: 5093.595215
	Iteration 45F: 3 clusters Score -3329693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (241711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241711 members 
Entering Unmasked Estep 
Score: -28353376.000000 Penalty: 3074.083496
	Iteration 0F: 2 clusters Score -2.835338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120908 members 
Mstep: Class 2 contains 120803 members 
Entering Unmasked Estep 
Score: -28191198.000000 Penalty: 6148.166992
	Iteration 0F: 3 clusters Score -2.81912e+07 nChanged 116449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 118826 members 
Entering Unmasked Estep 
Score: -28259940.000000 Penalty: 6148.166992
	Iteration 1F: 3 clusters Score -2.825994e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 117982 members 
Entering Unmasked Estep 
Score: -28260746.000000 Penalty: 6148.166992
	Iteration 2Q: 3 clusters Score -2.826075e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124964 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -28261894.000000 Penalty: 6148.166992
	Iteration 3Q: 3 clusters Score -2.826189e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -28262942.000000 Penalty: 6148.166992
	Iteration 4Q: 3 clusters Score -2.826294e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129633 members 
Mstep: Class 2 contains 112078 members 
Entering Unmasked Estep 
Score: -28264334.000000 Penalty: 6148.166992
	Iteration 5Q: 3 clusters Score -2.826433e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133989 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -28266414.000000 Penalty: 6148.166992
	Iteration 6Q: 3 clusters Score -2.826641e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140479 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -28269592.000000 Penalty: 6148.166992
	Iteration 7Q: 3 clusters Score -2.826959e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -28274998.000000 Penalty: 6148.166992
	Iteration 8Q: 3 clusters Score -2.8275e+07 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162874 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -28283774.000000 Penalty: 6148.166992
	Iteration 9F: 3 clusters Score -2.828377e+07 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178706 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -28295932.000000 Penalty: 6148.166992
	Iteration 10F: 3 clusters Score -2.829593e+07 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195310 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -28310146.000000 Penalty: 6148.166992
	Iteration 11F: 3 clusters Score -2.831015e+07 nChanged 14686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209824 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -28322660.000000 Penalty: 6148.166992
	Iteration 12F: 3 clusters Score -2.832266e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221024 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -28332628.000000 Penalty: 6148.166992
	Iteration 13Q: 3 clusters Score -2.833263e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229073 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -28339754.000000 Penalty: 6148.166992
	Iteration 14Q: 3 clusters Score -2.833975e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234461 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -28344636.000000 Penalty: 6148.166992
	Iteration 15Q: 3 clusters Score -2.834464e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237903 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -28347512.000000 Penalty: 6148.166992
	Iteration 16Q: 3 clusters Score -2.834751e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239783 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -28349208.000000 Penalty: 6148.166992
	Iteration 17Q: 3 clusters Score -2.834921e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240673 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -28349922.000000 Penalty: 6148.166992
	Iteration 18Q: 3 clusters Score -2.834992e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241055 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -28350300.000000 Penalty: 6148.166992
	Iteration 19Q: 3 clusters Score -2.83503e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241218 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -28350462.000000 Penalty: 6148.166992
	Iteration 20F: 3 clusters Score -2.835046e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241296 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -28350538.000000 Penalty: 6148.166992
	Iteration 21Q: 3 clusters Score -2.835054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28350592.000000 Penalty: 6148.166992
	Iteration 22Q: 3 clusters Score -2.835059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241345 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28350602.000000 Penalty: 6148.166992
	Iteration 23Q: 3 clusters Score -2.83506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241361 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28350634.000000 Penalty: 6148.166992
	Iteration 24Q: 3 clusters Score -2.835063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241364 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28350622.000000 Penalty: 6148.166992
	Iteration 25Q: 3 clusters Score -2.835062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28350658.000000 Penalty: 6148.166992
	Iteration 26Q: 3 clusters Score -2.835066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28350670.000000 Penalty: 6148.166992
	Iteration 27Q: 3 clusters Score -2.835067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241380 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28350710.000000 Penalty: 6148.166992
	Iteration 28Q: 3 clusters Score -2.835071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241380 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28350706.000000 Penalty: 6148.166992
	Iteration 29Q: 3 clusters Score -2.835071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241380 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28350706.000000 Penalty: 6148.166992
	Iteration 30F: 3 clusters Score -2.835071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Entering Unmasked Estep 
Score: -3010065.250000 Penalty: 2529.736328
	Iteration 0F: 2 clusters Score -3010065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2991457.250000 Penalty: 5059.472656
	Iteration 0F: 3 clusters Score -2991457 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2998091.000000 Penalty: 5059.472656
	Iteration 1F: 3 clusters Score -2998091 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2998744.250000 Penalty: 5059.472656
	Iteration 2F: 3 clusters Score -2998744 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2999472.000000 Penalty: 5059.472656
	Iteration 3F: 3 clusters Score -2999472 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3000308.750000 Penalty: 5059.472656
	Iteration 4F: 3 clusters Score -3000309 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3001343.500000 Penalty: 5059.472656
	Iteration 5F: 3 clusters Score -3001344 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3002529.250000 Penalty: 5059.472656
	Iteration 6F: 3 clusters Score -3002529 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3003781.250000 Penalty: 5059.472656
	Iteration 7F: 3 clusters Score -3003781 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3004962.750000 Penalty: 5059.472656
	Iteration 8F: 3 clusters Score -3004963 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3005935.750000 Penalty: 5059.472656
	Iteration 9Q: 3 clusters Score -3005936 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3006739.000000 Penalty: 5059.472656
	Iteration 10Q: 3 clusters Score -3006739 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3007303.500000 Penalty: 5059.472656
	Iteration 11Q: 3 clusters Score -3007304 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3007650.000000 Penalty: 5059.472656
	Iteration 12Q: 3 clusters Score -3007650 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3007829.750000 Penalty: 5059.472656
	Iteration 13Q: 3 clusters Score -3007830 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3007958.750000 Penalty: 5059.472656
	Iteration 14Q: 3 clusters Score -3007959 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3008041.000000 Penalty: 5059.472656
	Iteration 15Q: 3 clusters Score -3008041 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3008075.500000 Penalty: 5059.472656
	Iteration 16Q: 3 clusters Score -3008076 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3008105.500000 Penalty: 5059.472656
	Iteration 17Q: 3 clusters Score -3008106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3008126.750000 Penalty: 5059.472656
	Iteration 18Q: 3 clusters Score -3008127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3008141.250000 Penalty: 5059.472656
	Iteration 19Q: 3 clusters Score -3008141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3008152.250000 Penalty: 5059.472656
	Iteration 20F: 3 clusters Score -3008152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3008156.000000 Penalty: 5059.472656
	Iteration 21Q: 3 clusters Score -3008156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3008173.500000 Penalty: 5059.472656
	Iteration 22Q: 3 clusters Score -3008174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3008174.250000 Penalty: 5059.472656
	Iteration 23Q: 3 clusters Score -3008174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3008183.750000 Penalty: 5059.472656
	Iteration 24Q: 3 clusters Score -3008184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3008195.000000 Penalty: 5059.472656
	Iteration 25Q: 3 clusters Score -3008195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3008198.500000 Penalty: 5059.472656
	Iteration 26Q: 3 clusters Score -3008198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3008207.750000 Penalty: 5059.472656
	Iteration 27Q: 3 clusters Score -3008208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3008211.000000 Penalty: 5059.472656
	Iteration 28Q: 3 clusters Score -3008211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3008221.250000 Penalty: 5059.472656
	Iteration 29Q: 3 clusters Score -3008221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3008227.750000 Penalty: 5059.472656
	Iteration 30Q: 3 clusters Score -3008228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3008228.000000 Penalty: 5059.472656
	Iteration 31Q: 3 clusters Score -3008228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3008230.250000 Penalty: 5059.472656
	Iteration 32Q: 3 clusters Score -3008230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3008225.750000 Penalty: 5059.472656
	Iteration 33Q: 3 clusters Score -3008226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3008232.000000 Penalty: 5059.472656
	Iteration 34Q: 3 clusters Score -3008232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3008234.750000 Penalty: 5059.472656
	Iteration 35Q: 3 clusters Score -3008235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3008235.000000 Penalty: 5059.472656
	Iteration 36Q: 3 clusters Score -3008235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3008235.000000 Penalty: 5059.472656
	Iteration 37F: 3 clusters Score -3008235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Entering Unmasked Estep 
Score: -7345888.000000 Penalty: 2737.933350
	Iteration 0F: 2 clusters Score -7345888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -7304093.500000 Penalty: 5475.866699
	Iteration 0F: 3 clusters Score -7304094 nChanged 28907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7320702.500000 Penalty: 5475.866699
	Iteration 1F: 3 clusters Score -7320702 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -7321662.500000 Penalty: 5475.866699
	Iteration 2Q: 3 clusters Score -7321662 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -7322824.000000 Penalty: 5475.866699
	Iteration 3Q: 3 clusters Score -7322824 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -7324384.500000 Penalty: 5475.866699
	Iteration 4Q: 3 clusters Score -7324384 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -7326335.000000 Penalty: 5475.866699
	Iteration 5F: 3 clusters Score -7326335 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -7328890.500000 Penalty: 5475.866699
	Iteration 6F: 3 clusters Score -7328890 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -7332016.500000 Penalty: 5475.866699
	Iteration 7F: 3 clusters Score -7332016 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -7335681.500000 Penalty: 5475.866699
	Iteration 8F: 3 clusters Score -7335682 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7338784.000000 Penalty: 5475.866699
	Iteration 9F: 3 clusters Score -7338784 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7340519.500000 Penalty: 5475.866699
	Iteration 10Q: 3 clusters Score -7340520 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -7341218.500000 Penalty: 5475.866699
	Iteration 11Q: 3 clusters Score -7341218 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -7341487.500000 Penalty: 5475.866699
	Iteration 12Q: 3 clusters Score -7341488 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -7341650.500000 Penalty: 5475.866699
	Iteration 13Q: 3 clusters Score -7341650 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -7341770.000000 Penalty: 5475.866699
	Iteration 14Q: 3 clusters Score -7341770 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -7341841.000000 Penalty: 5475.866699
	Iteration 15Q: 3 clusters Score -7341841 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -7341909.000000 Penalty: 5475.866699
	Iteration 16Q: 3 clusters Score -7341909 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -7341913.500000 Penalty: 5475.866699
	Iteration 17Q: 3 clusters Score -7341914 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7341924.500000 Penalty: 5475.866699
	Iteration 18Q: 3 clusters Score -7341924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7341929.500000 Penalty: 5475.866699
	Iteration 19Q: 3 clusters Score -7341930 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -7341961.000000 Penalty: 5475.866699
	Iteration 20F: 3 clusters Score -7341961 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -7342019.000000 Penalty: 5475.866699
	Iteration 21Q: 3 clusters Score -7342019 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7342006.500000 Penalty: 5475.866699
	Iteration 22Q: 3 clusters Score -7342006 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7342030.500000 Penalty: 5475.866699
	Iteration 23Q: 3 clusters Score -7342030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7342036.000000 Penalty: 5475.866699
	Iteration 24Q: 3 clusters Score -7342036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -7342064.500000 Penalty: 5475.866699
	Iteration 25Q: 3 clusters Score -7342064 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7342062.000000 Penalty: 5475.866699
	Iteration 26Q: 3 clusters Score -7342062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7342080.500000 Penalty: 5475.866699
	Iteration 27Q: 3 clusters Score -7342080 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7342063.000000 Penalty: 5475.866699
	Iteration 28Q: 3 clusters Score -7342063 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7342099.500000 Penalty: 5475.866699
	Iteration 29Q: 3 clusters Score -7342100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -7342100.500000 Penalty: 5475.866699
	Iteration 30Q: 3 clusters Score -7342100 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -7342133.500000 Penalty: 5475.866699
	Iteration 31Q: 3 clusters Score -7342134 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7342133.500000 Penalty: 5475.866699
	Iteration 32Q: 3 clusters Score -7342134 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -7342158.500000 Penalty: 5475.866699
	Iteration 33Q: 3 clusters Score -7342158 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -7342176.000000 Penalty: 5475.866699
	Iteration 34Q: 3 clusters Score -7342176 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -7342205.500000 Penalty: 5475.866699
	Iteration 35Q: 3 clusters Score -7342206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -7342232.500000 Penalty: 5475.866699
	Iteration 36Q: 3 clusters Score -7342232 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -7342249.500000 Penalty: 5475.866699
	Iteration 37Q: 3 clusters Score -7342250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -7342265.500000 Penalty: 5475.866699
	Iteration 38Q: 3 clusters Score -7342266 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -7342293.500000 Penalty: 5475.866699
	Iteration 39Q: 3 clusters Score -7342294 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -7342308.000000 Penalty: 5475.866699
	Iteration 40F: 3 clusters Score -7342308 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -7342357.500000 Penalty: 5475.866699
	Iteration 41Q: 3 clusters Score -7342358 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -7342380.000000 Penalty: 5475.866699
	Iteration 42Q: 3 clusters Score -7342380 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -7342414.500000 Penalty: 5475.866699
	Iteration 43Q: 3 clusters Score -7342414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -7342471.000000 Penalty: 5475.866699
	Iteration 44Q: 3 clusters Score -7342471 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -7342489.500000 Penalty: 5475.866699
	Iteration 45Q: 3 clusters Score -7342490 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -7342549.500000 Penalty: 5475.866699
	Iteration 46Q: 3 clusters Score -7342550 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -7342596.000000 Penalty: 5475.866699
	Iteration 47Q: 3 clusters Score -7342596 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -7342635.000000 Penalty: 5475.866699
	Iteration 48Q: 3 clusters Score -7342635 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -7342707.500000 Penalty: 5475.866699
	Iteration 49Q: 3 clusters Score -7342708 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -7342756.000000 Penalty: 5475.866699
	Iteration 50Q: 3 clusters Score -7342756 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -7342791.000000 Penalty: 5475.866699
	Iteration 51Q: 3 clusters Score -7342791 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -7342820.500000 Penalty: 5475.866699
	Iteration 52Q: 3 clusters Score -7342820 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -7342918.500000 Penalty: 5475.866699
	Iteration 53Q: 3 clusters Score -7342918 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -7342949.500000 Penalty: 5475.866699
	Iteration 54Q: 3 clusters Score -7342950 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -7343033.000000 Penalty: 5475.866699
	Iteration 55Q: 3 clusters Score -7343033 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -7343085.500000 Penalty: 5475.866699
	Iteration 56Q: 3 clusters Score -7343086 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -7343113.500000 Penalty: 5475.866699
	Iteration 57Q: 3 clusters Score -7343114 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -7343170.000000 Penalty: 5475.866699
	Iteration 58Q: 3 clusters Score -7343170 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -7343224.000000 Penalty: 5475.866699
	Iteration 59Q: 3 clusters Score -7343224 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -7343274.500000 Penalty: 5475.866699
	Iteration 60F: 3 clusters Score -7343274 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -7343361.500000 Penalty: 5475.866699
	Iteration 61Q: 3 clusters Score -7343362 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -7343426.500000 Penalty: 5475.866699
	Iteration 62Q: 3 clusters Score -7343426 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -7343475.500000 Penalty: 5475.866699
	Iteration 63Q: 3 clusters Score -7343476 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -7343464.500000 Penalty: 5475.866699
	Iteration 64Q: 3 clusters Score -7343464 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -7343496.500000 Penalty: 5475.866699
	Iteration 65Q: 3 clusters Score -7343496 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -7343563.500000 Penalty: 5475.866699
	Iteration 66Q: 3 clusters Score -7343564 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -7343630.000000 Penalty: 5475.866699
	Iteration 67Q: 3 clusters Score -7343630 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -7343709.000000 Penalty: 5475.866699
	Iteration 68Q: 3 clusters Score -7343709 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -7343760.500000 Penalty: 5475.866699
	Iteration 69Q: 3 clusters Score -7343760 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -7343831.500000 Penalty: 5475.866699
	Iteration 70Q: 3 clusters Score -7343832 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -7343874.500000 Penalty: 5475.866699
	Iteration 71Q: 3 clusters Score -7343874 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -7343906.000000 Penalty: 5475.866699
	Iteration 72Q: 3 clusters Score -7343906 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -7343949.000000 Penalty: 5475.866699
	Iteration 73Q: 3 clusters Score -7343949 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7344010.000000 Penalty: 5475.866699
	Iteration 74Q: 3 clusters Score -7344010 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -7344076.500000 Penalty: 5475.866699
	Iteration 75Q: 3 clusters Score -7344076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -7344110.000000 Penalty: 5475.866699
	Iteration 76Q: 3 clusters Score -7344110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -7344151.500000 Penalty: 5475.866699
	Iteration 77Q: 3 clusters Score -7344152 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -7344186.000000 Penalty: 5475.866699
	Iteration 78Q: 3 clusters Score -7344186 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -7344224.000000 Penalty: 5475.866699
	Iteration 79Q: 3 clusters Score -7344224 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -7344261.500000 Penalty: 5475.866699
	Iteration 80F: 3 clusters Score -7344262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -7344294.000000 Penalty: 5475.866699
	Iteration 81Q: 3 clusters Score -7344294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -7344341.500000 Penalty: 5475.866699
	Iteration 82Q: 3 clusters Score -7344342 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -7344371.500000 Penalty: 5475.866699
	Iteration 83Q: 3 clusters Score -7344372 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -7344392.500000 Penalty: 5475.866699
	Iteration 84Q: 3 clusters Score -7344392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -7344413.000000 Penalty: 5475.866699
	Iteration 85Q: 3 clusters Score -7344413 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -7344432.500000 Penalty: 5475.866699
	Iteration 86Q: 3 clusters Score -7344432 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -7344475.000000 Penalty: 5475.866699
	Iteration 87Q: 3 clusters Score -7344475 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7344540.500000 Penalty: 5475.866699
	Iteration 88Q: 3 clusters Score -7344540 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7344533.500000 Penalty: 5475.866699
	Iteration 89Q: 3 clusters Score -7344534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7344561.500000 Penalty: 5475.866699
	Iteration 90Q: 3 clusters Score -7344562 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -7344572.000000 Penalty: 5475.866699
	Iteration 91Q: 3 clusters Score -7344572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -7344598.500000 Penalty: 5475.866699
	Iteration 92Q: 3 clusters Score -7344598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -7344587.000000 Penalty: 5475.866699
	Iteration 93Q: 3 clusters Score -7344587 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -7344614.500000 Penalty: 5475.866699
	Iteration 94Q: 3 clusters Score -7344614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -7344620.000000 Penalty: 5475.866699
	Iteration 95Q: 3 clusters Score -7344620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7344636.500000 Penalty: 5475.866699
	Iteration 96Q: 3 clusters Score -7344636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7344634.500000 Penalty: 5475.866699
	Iteration 97Q: 3 clusters Score -7344634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -7344627.500000 Penalty: 5475.866699
	Iteration 98Q: 3 clusters Score -7344628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -7344630.000000 Penalty: 5475.866699
	Iteration 99Q: 3 clusters Score -7344630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -7344631.500000 Penalty: 5475.866699
	Iteration 100F: 3 clusters Score -7344632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7344639.000000 Penalty: 5475.866699
	Iteration 101Q: 3 clusters Score -7344639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7344649.500000 Penalty: 5475.866699
	Iteration 102Q: 3 clusters Score -7344650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -7344636.000000 Penalty: 5475.866699
	Iteration 103Q: 3 clusters Score -7344636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -7344648.000000 Penalty: 5475.866699
	Iteration 104Q: 3 clusters Score -7344648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7344656.500000 Penalty: 5475.866699
	Iteration 105Q: 3 clusters Score -7344656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -7344668.000000 Penalty: 5475.866699
	Iteration 106Q: 3 clusters Score -7344668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -7344682.000000 Penalty: 5475.866699
	Iteration 107Q: 3 clusters Score -7344682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -7344682.000000 Penalty: 5475.866699
	Iteration 108Q: 3 clusters Score -7344682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -7344679.000000 Penalty: 5475.866699
	Iteration 109Q: 3 clusters Score -7344679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7344683.000000 Penalty: 5475.866699
	Iteration 110Q: 3 clusters Score -7344683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -7344685.500000 Penalty: 5475.866699
	Iteration 111Q: 3 clusters Score -7344686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -7344692.500000 Penalty: 5475.866699
	Iteration 112Q: 3 clusters Score -7344692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7344684.500000 Penalty: 5475.866699
	Iteration 113Q: 3 clusters Score -7344684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -7344684.500000 Penalty: 5475.866699
	Iteration 114Q: 3 clusters Score -7344684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7344685.000000 Penalty: 5475.866699
	Iteration 115Q: 3 clusters Score -7344685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -7344683.500000 Penalty: 5475.866699
	Iteration 116Q: 3 clusters Score -7344684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -7344677.500000 Penalty: 5475.866699
	Iteration 117Q: 3 clusters Score -7344678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7344678.000000 Penalty: 5475.866699
	Iteration 118Q: 3 clusters Score -7344678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -7344682.000000 Penalty: 5475.866699
	Iteration 119Q: 3 clusters Score -7344682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -7344693.500000 Penalty: 5475.866699
	Iteration 120F: 3 clusters Score -7344694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -7344690.000000 Penalty: 5475.866699
	Iteration 121Q: 3 clusters Score -7344690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -7344683.000000 Penalty: 5475.866699
	Iteration 122Q: 3 clusters Score -7344683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -7344692.500000 Penalty: 5475.866699
	Iteration 123Q: 3 clusters Score -7344692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -7344705.000000 Penalty: 5475.866699
	Iteration 124Q: 3 clusters Score -7344705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -7344708.500000 Penalty: 5475.866699
	Iteration 125Q: 3 clusters Score -7344708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -7344708.000000 Penalty: 5475.866699
	Iteration 126Q: 3 clusters Score -7344708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -7344715.500000 Penalty: 5475.866699
	Iteration 127Q: 3 clusters Score -7344716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -7344726.500000 Penalty: 5475.866699
	Iteration 128Q: 3 clusters Score -7344726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -7344730.500000 Penalty: 5475.866699
	Iteration 129Q: 3 clusters Score -7344730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -7344726.500000 Penalty: 5475.866699
	Iteration 130Q: 3 clusters Score -7344726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -7344730.000000 Penalty: 5475.866699
	Iteration 131Q: 3 clusters Score -7344730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -7344732.500000 Penalty: 5475.866699
	Iteration 132Q: 3 clusters Score -7344732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -7344736.500000 Penalty: 5475.866699
	Iteration 133Q: 3 clusters Score -7344736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -7344740.500000 Penalty: 5475.866699
	Iteration 134Q: 3 clusters Score -7344740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -7344734.500000 Penalty: 5475.866699
	Iteration 135Q: 3 clusters Score -7344734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -7344740.000000 Penalty: 5475.866699
	Iteration 136Q: 3 clusters Score -7344740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -7344742.500000 Penalty: 5475.866699
	Iteration 137Q: 3 clusters Score -7344742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -7344736.000000 Penalty: 5475.866699
	Iteration 138Q: 3 clusters Score -7344736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7344738.000000 Penalty: 5475.866699
	Iteration 139Q: 3 clusters Score -7344738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -7344735.000000 Penalty: 5475.866699
	Iteration 140F: 3 clusters Score -7344735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Entering Unmasked Estep 
Score: -2095216.500000 Penalty: 2434.102539
	Iteration 0F: 2 clusters Score -2095216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2082222.250000 Penalty: 4868.205078
	Iteration 0F: 3 clusters Score -2082222 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2086818.375000 Penalty: 4868.205078
	Iteration 1F: 3 clusters Score -2086818 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2087367.750000 Penalty: 4868.205078
	Iteration 2F: 3 clusters Score -2087368 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2087874.625000 Penalty: 4868.205078
	Iteration 3F: 3 clusters Score -2087875 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2088273.125000 Penalty: 4868.205078
	Iteration 4Q: 3 clusters Score -2088273 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2088643.000000 Penalty: 4868.205078
	Iteration 5Q: 3 clusters Score -2088643 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2088952.750000 Penalty: 4868.205078
	Iteration 6Q: 3 clusters Score -2088953 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2089184.500000 Penalty: 4868.205078
	Iteration 7Q: 3 clusters Score -2089184 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2089365.750000 Penalty: 4868.205078
	Iteration 8Q: 3 clusters Score -2089366 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2089527.375000 Penalty: 4868.205078
	Iteration 9Q: 3 clusters Score -2089527 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2089691.875000 Penalty: 4868.205078
	Iteration 10Q: 3 clusters Score -2089692 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2089858.500000 Penalty: 4868.205078
	Iteration 11Q: 3 clusters Score -2089858 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2090028.375000 Penalty: 4868.205078
	Iteration 12Q: 3 clusters Score -2090028 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2090236.000000 Penalty: 4868.205078
	Iteration 13Q: 3 clusters Score -2090236 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2090475.500000 Penalty: 4868.205078
	Iteration 14Q: 3 clusters Score -2090476 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2090723.250000 Penalty: 4868.205078
	Iteration 15Q: 3 clusters Score -2090723 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2091015.750000 Penalty: 4868.205078
	Iteration 16Q: 3 clusters Score -2091016 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2091332.625000 Penalty: 4868.205078
	Iteration 17Q: 3 clusters Score -2091333 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2091662.875000 Penalty: 4868.205078
	Iteration 18Q: 3 clusters Score -2091663 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2091990.875000 Penalty: 4868.205078
	Iteration 19Q: 3 clusters Score -2091991 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2092281.375000 Penalty: 4868.205078
	Iteration 20F: 3 clusters Score -2092281 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2092534.750000 Penalty: 4868.205078
	Iteration 21Q: 3 clusters Score -2092535 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2092755.750000 Penalty: 4868.205078
	Iteration 22Q: 3 clusters Score -2092756 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2092935.375000 Penalty: 4868.205078
	Iteration 23Q: 3 clusters Score -2092935 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2093077.000000 Penalty: 4868.205078
	Iteration 24Q: 3 clusters Score -2093077 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2093203.875000 Penalty: 4868.205078
	Iteration 25Q: 3 clusters Score -2093204 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2093299.625000 Penalty: 4868.205078
	Iteration 26Q: 3 clusters Score -2093300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2093374.500000 Penalty: 4868.205078
	Iteration 27Q: 3 clusters Score -2093374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2093426.000000 Penalty: 4868.205078
	Iteration 28Q: 3 clusters Score -2093426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2093448.875000 Penalty: 4868.205078
	Iteration 29Q: 3 clusters Score -2093449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2093470.250000 Penalty: 4868.205078
	Iteration 30Q: 3 clusters Score -2093470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2093485.750000 Penalty: 4868.205078
	Iteration 31Q: 3 clusters Score -2093486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2093491.750000 Penalty: 4868.205078
	Iteration 32Q: 3 clusters Score -2093492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2093499.500000 Penalty: 4868.205078
	Iteration 33Q: 3 clusters Score -2093500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2093504.750000 Penalty: 4868.205078
	Iteration 34Q: 3 clusters Score -2093505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2093507.250000 Penalty: 4868.205078
	Iteration 35Q: 3 clusters Score -2093507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2093513.125000 Penalty: 4868.205078
	Iteration 36Q: 3 clusters Score -2093513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2093512.500000 Penalty: 4868.205078
	Iteration 37Q: 3 clusters Score -2093512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2093511.500000 Penalty: 4868.205078
	Iteration 38Q: 3 clusters Score -2093512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2093509.625000 Penalty: 4868.205078
	Iteration 39Q: 3 clusters Score -2093510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2093511.500000 Penalty: 4868.205078
	Iteration 40F: 3 clusters Score -2093512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2093511.250000 Penalty: 4868.205078
	Iteration 41Q: 3 clusters Score -2093511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2093511.250000 Penalty: 4868.205078
	Iteration 42F: 3 clusters Score -2093511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Entering Unmasked Estep 
Score: -1057748.875000 Penalty: 2271.234863
	Iteration 0F: 2 clusters Score -1057749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1050349.000000 Penalty: 4542.469727
	Iteration 0F: 3 clusters Score -1050349 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1052573.625000 Penalty: 4542.469727
	Iteration 1F: 3 clusters Score -1052574 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1052941.750000 Penalty: 4542.469727
	Iteration 2F: 3 clusters Score -1052942 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1053284.625000 Penalty: 4542.469727
	Iteration 3F: 3 clusters Score -1053285 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1053604.750000 Penalty: 4542.469727
	Iteration 4F: 3 clusters Score -1053605 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1053884.250000 Penalty: 4542.469727
	Iteration 5Q: 3 clusters Score -1053884 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1054175.375000 Penalty: 4542.469727
	Iteration 6Q: 3 clusters Score -1054175 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1054493.500000 Penalty: 4542.469727
	Iteration 7Q: 3 clusters Score -1054494 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1054824.125000 Penalty: 4542.469727
	Iteration 8Q: 3 clusters Score -1054824 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1055077.750000 Penalty: 4542.469727
	Iteration 9Q: 3 clusters Score -1055078 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1055275.375000 Penalty: 4542.469727
	Iteration 10Q: 3 clusters Score -1055275 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1055438.500000 Penalty: 4542.469727
	Iteration 11Q: 3 clusters Score -1055438 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1055550.500000 Penalty: 4542.469727
	Iteration 12Q: 3 clusters Score -1055550 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1055637.000000 Penalty: 4542.469727
	Iteration 13Q: 3 clusters Score -1055637 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1055689.375000 Penalty: 4542.469727
	Iteration 14Q: 3 clusters Score -1055689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1055721.500000 Penalty: 4542.469727
	Iteration 15Q: 3 clusters Score -1055722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1055751.375000 Penalty: 4542.469727
	Iteration 16Q: 3 clusters Score -1055751 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1055785.500000 Penalty: 4542.469727
	Iteration 17Q: 3 clusters Score -1055786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1055819.375000 Penalty: 4542.469727
	Iteration 18Q: 3 clusters Score -1055819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1055849.250000 Penalty: 4542.469727
	Iteration 19Q: 3 clusters Score -1055849 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1055876.750000 Penalty: 4542.469727
	Iteration 20F: 3 clusters Score -1055877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1055899.625000 Penalty: 4542.469727
	Iteration 21Q: 3 clusters Score -1055900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1055916.875000 Penalty: 4542.469727
	Iteration 22Q: 3 clusters Score -1055917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1055932.875000 Penalty: 4542.469727
	Iteration 23Q: 3 clusters Score -1055933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1055945.500000 Penalty: 4542.469727
	Iteration 24Q: 3 clusters Score -1055946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1055969.375000 Penalty: 4542.469727
	Iteration 25Q: 3 clusters Score -1055969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1055991.125000 Penalty: 4542.469727
	Iteration 26Q: 3 clusters Score -1055991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1056011.375000 Penalty: 4542.469727
	Iteration 27Q: 3 clusters Score -1056011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1056030.625000 Penalty: 4542.469727
	Iteration 28Q: 3 clusters Score -1056031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1056050.250000 Penalty: 4542.469727
	Iteration 29Q: 3 clusters Score -1056050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1056067.250000 Penalty: 4542.469727
	Iteration 30Q: 3 clusters Score -1056067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1056091.125000 Penalty: 4542.469727
	Iteration 31Q: 3 clusters Score -1056091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1056113.750000 Penalty: 4542.469727
	Iteration 32Q: 3 clusters Score -1056114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1056141.125000 Penalty: 4542.469727
	Iteration 33Q: 3 clusters Score -1056141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1056162.875000 Penalty: 4542.469727
	Iteration 34Q: 3 clusters Score -1056163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1056184.625000 Penalty: 4542.469727
	Iteration 35Q: 3 clusters Score -1056185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1056211.750000 Penalty: 4542.469727
	Iteration 36Q: 3 clusters Score -1056212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1056228.750000 Penalty: 4542.469727
	Iteration 37Q: 3 clusters Score -1056229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1056242.875000 Penalty: 4542.469727
	Iteration 38Q: 3 clusters Score -1056243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1056259.000000 Penalty: 4542.469727
	Iteration 39Q: 3 clusters Score -1056259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1056278.625000 Penalty: 4542.469727
	Iteration 40F: 3 clusters Score -1056279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1056292.375000 Penalty: 4542.469727
	Iteration 41Q: 3 clusters Score -1056292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1056309.500000 Penalty: 4542.469727
	Iteration 42Q: 3 clusters Score -1056310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1056325.875000 Penalty: 4542.469727
	Iteration 43Q: 3 clusters Score -1056326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1056340.375000 Penalty: 4542.469727
	Iteration 44Q: 3 clusters Score -1056340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1056358.875000 Penalty: 4542.469727
	Iteration 45Q: 3 clusters Score -1056359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1056371.625000 Penalty: 4542.469727
	Iteration 46Q: 3 clusters Score -1056372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1056387.625000 Penalty: 4542.469727
	Iteration 47Q: 3 clusters Score -1056388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1056408.000000 Penalty: 4542.469727
	Iteration 48Q: 3 clusters Score -1056408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1056426.500000 Penalty: 4542.469727
	Iteration 49Q: 3 clusters Score -1056426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1056448.000000 Penalty: 4542.469727
	Iteration 50Q: 3 clusters Score -1056448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1056470.750000 Penalty: 4542.469727
	Iteration 51Q: 3 clusters Score -1056471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1056494.125000 Penalty: 4542.469727
	Iteration 52Q: 3 clusters Score -1056494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1056515.375000 Penalty: 4542.469727
	Iteration 53Q: 3 clusters Score -1056515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1056539.500000 Penalty: 4542.469727
	Iteration 54Q: 3 clusters Score -1056540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1056568.000000 Penalty: 4542.469727
	Iteration 55Q: 3 clusters Score -1056568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1056607.750000 Penalty: 4542.469727
	Iteration 56Q: 3 clusters Score -1056608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1056641.125000 Penalty: 4542.469727
	Iteration 57Q: 3 clusters Score -1056641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1056679.250000 Penalty: 4542.469727
	Iteration 58Q: 3 clusters Score -1056679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1056706.875000 Penalty: 4542.469727
	Iteration 59Q: 3 clusters Score -1056707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1056714.875000 Penalty: 4542.469727
	Iteration 60F: 3 clusters Score -1056715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1056725.625000 Penalty: 4542.469727
	Iteration 61Q: 3 clusters Score -1056726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1056737.625000 Penalty: 4542.469727
	Iteration 62Q: 3 clusters Score -1056738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1056745.875000 Penalty: 4542.469727
	Iteration 63Q: 3 clusters Score -1056746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1056751.375000 Penalty: 4542.469727
	Iteration 64Q: 3 clusters Score -1056751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1056758.750000 Penalty: 4542.469727
	Iteration 65Q: 3 clusters Score -1056759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1056762.250000 Penalty: 4542.469727
	Iteration 66Q: 3 clusters Score -1056762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1056764.750000 Penalty: 4542.469727
	Iteration 67Q: 3 clusters Score -1056765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1056766.250000 Penalty: 4542.469727
	Iteration 68Q: 3 clusters Score -1056766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1056772.500000 Penalty: 4542.469727
	Iteration 69Q: 3 clusters Score -1056772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1056772.250000 Penalty: 4542.469727
	Iteration 70Q: 3 clusters Score -1056772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1056773.750000 Penalty: 4542.469727
	Iteration 71Q: 3 clusters Score -1056774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1056778.250000 Penalty: 4542.469727
	Iteration 72Q: 3 clusters Score -1056778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1056777.625000 Penalty: 4542.469727
	Iteration 73Q: 3 clusters Score -1056778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1056779.625000 Penalty: 4542.469727
	Iteration 74Q: 3 clusters Score -1056780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1056781.375000 Penalty: 4542.469727
	Iteration 75Q: 3 clusters Score -1056781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1056782.250000 Penalty: 4542.469727
	Iteration 76Q: 3 clusters Score -1056782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1056784.375000 Penalty: 4542.469727
	Iteration 77Q: 3 clusters Score -1056784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1056783.625000 Penalty: 4542.469727
	Iteration 78Q: 3 clusters Score -1056784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1056785.250000 Penalty: 4542.469727
	Iteration 79Q: 3 clusters Score -1056785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1056786.875000 Penalty: 4542.469727
	Iteration 80F: 3 clusters Score -1056787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1056787.000000 Penalty: 4542.469727
	Iteration 81Q: 3 clusters Score -1056787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1056790.000000 Penalty: 4542.469727
	Iteration 82Q: 3 clusters Score -1056790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1056790.625000 Penalty: 4542.469727
	Iteration 83Q: 3 clusters Score -1056791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1056790.625000 Penalty: 4542.469727
	Iteration 84F: 3 clusters Score -1056791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Entering Unmasked Estep 
Score: -1193781.125000 Penalty: 2285.352051
	Iteration 0F: 2 clusters Score -1193781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1186049.250000 Penalty: 4570.704102
	Iteration 0F: 3 clusters Score -1186049 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1188280.375000 Penalty: 4570.704102
	Iteration 1F: 3 clusters Score -1188280 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1188586.125000 Penalty: 4570.704102
	Iteration 2F: 3 clusters Score -1188586 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1188789.375000 Penalty: 4570.704102
	Iteration 3Q: 3 clusters Score -1188789 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1188977.625000 Penalty: 4570.704102
	Iteration 4Q: 3 clusters Score -1188978 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1189174.125000 Penalty: 4570.704102
	Iteration 5Q: 3 clusters Score -1189174 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1189380.375000 Penalty: 4570.704102
	Iteration 6Q: 3 clusters Score -1189380 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1189632.250000 Penalty: 4570.704102
	Iteration 7Q: 3 clusters Score -1189632 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1189870.000000 Penalty: 4570.704102
	Iteration 8Q: 3 clusters Score -1189870 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1190123.125000 Penalty: 4570.704102
	Iteration 9Q: 3 clusters Score -1190123 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1190378.250000 Penalty: 4570.704102
	Iteration 10Q: 3 clusters Score -1190378 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1190682.250000 Penalty: 4570.704102
	Iteration 11Q: 3 clusters Score -1190682 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1190964.625000 Penalty: 4570.704102
	Iteration 12Q: 3 clusters Score -1190965 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1191203.750000 Penalty: 4570.704102
	Iteration 13Q: 3 clusters Score -1191204 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1191392.500000 Penalty: 4570.704102
	Iteration 14Q: 3 clusters Score -1191392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1191492.125000 Penalty: 4570.704102
	Iteration 15Q: 3 clusters Score -1191492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1191558.750000 Penalty: 4570.704102
	Iteration 16Q: 3 clusters Score -1191559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1191618.750000 Penalty: 4570.704102
	Iteration 17Q: 3 clusters Score -1191619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1191668.750000 Penalty: 4570.704102
	Iteration 18Q: 3 clusters Score -1191669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1191700.000000 Penalty: 4570.704102
	Iteration 19Q: 3 clusters Score -1191700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1191724.375000 Penalty: 4570.704102
	Iteration 20F: 3 clusters Score -1191724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1191742.375000 Penalty: 4570.704102
	Iteration 21Q: 3 clusters Score -1191742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1191760.375000 Penalty: 4570.704102
	Iteration 22Q: 3 clusters Score -1191760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1191780.125000 Penalty: 4570.704102
	Iteration 23Q: 3 clusters Score -1191780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1191788.875000 Penalty: 4570.704102
	Iteration 24Q: 3 clusters Score -1191789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1191791.500000 Penalty: 4570.704102
	Iteration 25Q: 3 clusters Score -1191792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1191795.750000 Penalty: 4570.704102
	Iteration 26Q: 3 clusters Score -1191796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1191799.625000 Penalty: 4570.704102
	Iteration 27Q: 3 clusters Score -1191800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1191800.875000 Penalty: 4570.704102
	Iteration 28Q: 3 clusters Score -1191801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1191803.750000 Penalty: 4570.704102
	Iteration 29Q: 3 clusters Score -1191804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1191806.500000 Penalty: 4570.704102
	Iteration 30Q: 3 clusters Score -1191806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1191805.500000 Penalty: 4570.704102
	Iteration 31Q: 3 clusters Score -1191806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1191805.625000 Penalty: 4570.704102
	Iteration 32Q: 3 clusters Score -1191806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1191805.625000 Penalty: 4570.704102
	Iteration 33F: 3 clusters Score -1191806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Entering Unmasked Estep 
Score: -1370986.250000 Penalty: 2329.111328
	Iteration 0F: 2 clusters Score -1370986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1362029.875000 Penalty: 4658.222656
	Iteration 0F: 3 clusters Score -1362030 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1364946.750000 Penalty: 4658.222656
	Iteration 1F: 3 clusters Score -1364947 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1365472.875000 Penalty: 4658.222656
	Iteration 2F: 3 clusters Score -1365473 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1365979.000000 Penalty: 4658.222656
	Iteration 3F: 3 clusters Score -1365979 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1366483.750000 Penalty: 4658.222656
	Iteration 4F: 3 clusters Score -1366484 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1366959.875000 Penalty: 4658.222656
	Iteration 5F: 3 clusters Score -1366960 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1367398.875000 Penalty: 4658.222656
	Iteration 6Q: 3 clusters Score -1367399 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1367742.250000 Penalty: 4658.222656
	Iteration 7Q: 3 clusters Score -1367742 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1368043.500000 Penalty: 4658.222656
	Iteration 8Q: 3 clusters Score -1368044 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1368264.250000 Penalty: 4658.222656
	Iteration 9Q: 3 clusters Score -1368264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1368424.125000 Penalty: 4658.222656
	Iteration 10Q: 3 clusters Score -1368424 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1368547.750000 Penalty: 4658.222656
	Iteration 11Q: 3 clusters Score -1368548 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1368620.500000 Penalty: 4658.222656
	Iteration 12Q: 3 clusters Score -1368620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1368667.500000 Penalty: 4658.222656
	Iteration 13Q: 3 clusters Score -1368668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1368707.625000 Penalty: 4658.222656
	Iteration 14Q: 3 clusters Score -1368708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1368741.000000 Penalty: 4658.222656
	Iteration 15Q: 3 clusters Score -1368741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1368776.500000 Penalty: 4658.222656
	Iteration 16Q: 3 clusters Score -1368776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1368806.125000 Penalty: 4658.222656
	Iteration 17Q: 3 clusters Score -1368806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1368832.375000 Penalty: 4658.222656
	Iteration 18Q: 3 clusters Score -1368832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1368853.000000 Penalty: 4658.222656
	Iteration 19Q: 3 clusters Score -1368853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1368871.125000 Penalty: 4658.222656
	Iteration 20F: 3 clusters Score -1368871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1368889.375000 Penalty: 4658.222656
	Iteration 21Q: 3 clusters Score -1368889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1368906.250000 Penalty: 4658.222656
	Iteration 22Q: 3 clusters Score -1368906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1368930.000000 Penalty: 4658.222656
	Iteration 23Q: 3 clusters Score -1368930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1368950.750000 Penalty: 4658.222656
	Iteration 24Q: 3 clusters Score -1368951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1368969.125000 Penalty: 4658.222656
	Iteration 25Q: 3 clusters Score -1368969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1368985.875000 Penalty: 4658.222656
	Iteration 26Q: 3 clusters Score -1368986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1368997.375000 Penalty: 4658.222656
	Iteration 27Q: 3 clusters Score -1368997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1368999.625000 Penalty: 4658.222656
	Iteration 28Q: 3 clusters Score -1369000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1369015.625000 Penalty: 4658.222656
	Iteration 29Q: 3 clusters Score -1369016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1369030.125000 Penalty: 4658.222656
	Iteration 30Q: 3 clusters Score -1369030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1369039.750000 Penalty: 4658.222656
	Iteration 31Q: 3 clusters Score -1369040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1369048.500000 Penalty: 4658.222656
	Iteration 32Q: 3 clusters Score -1369048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1369061.875000 Penalty: 4658.222656
	Iteration 33Q: 3 clusters Score -1369062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1369069.875000 Penalty: 4658.222656
	Iteration 34Q: 3 clusters Score -1369070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1369076.125000 Penalty: 4658.222656
	Iteration 35Q: 3 clusters Score -1369076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1369087.000000 Penalty: 4658.222656
	Iteration 36Q: 3 clusters Score -1369087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1369094.875000 Penalty: 4658.222656
	Iteration 37Q: 3 clusters Score -1369095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1369108.625000 Penalty: 4658.222656
	Iteration 38Q: 3 clusters Score -1369109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1369113.875000 Penalty: 4658.222656
	Iteration 39Q: 3 clusters Score -1369114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1369118.750000 Penalty: 4658.222656
	Iteration 40F: 3 clusters Score -1369119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1369125.750000 Penalty: 4658.222656
	Iteration 41Q: 3 clusters Score -1369126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1369133.375000 Penalty: 4658.222656
	Iteration 42Q: 3 clusters Score -1369133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1369141.625000 Penalty: 4658.222656
	Iteration 43Q: 3 clusters Score -1369142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1369148.625000 Penalty: 4658.222656
	Iteration 44Q: 3 clusters Score -1369149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1369154.500000 Penalty: 4658.222656
	Iteration 45Q: 3 clusters Score -1369154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1369164.625000 Penalty: 4658.222656
	Iteration 46Q: 3 clusters Score -1369165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1369173.375000 Penalty: 4658.222656
	Iteration 47Q: 3 clusters Score -1369173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1369177.875000 Penalty: 4658.222656
	Iteration 48Q: 3 clusters Score -1369178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1369181.375000 Penalty: 4658.222656
	Iteration 49Q: 3 clusters Score -1369181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1369182.125000 Penalty: 4658.222656
	Iteration 50Q: 3 clusters Score -1369182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1369186.500000 Penalty: 4658.222656
	Iteration 51Q: 3 clusters Score -1369186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1369188.375000 Penalty: 4658.222656
	Iteration 52Q: 3 clusters Score -1369188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1369189.750000 Penalty: 4658.222656
	Iteration 53Q: 3 clusters Score -1369190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1369192.875000 Penalty: 4658.222656
	Iteration 54Q: 3 clusters Score -1369193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1369192.125000 Penalty: 4658.222656
	Iteration 55Q: 3 clusters Score -1369192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1369195.625000 Penalty: 4658.222656
	Iteration 56Q: 3 clusters Score -1369196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1369196.750000 Penalty: 4658.222656
	Iteration 57Q: 3 clusters Score -1369197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1369197.500000 Penalty: 4658.222656
	Iteration 58Q: 3 clusters Score -1369198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1369196.625000 Penalty: 4658.222656
	Iteration 59Q: 3 clusters Score -1369197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1369201.000000 Penalty: 4658.222656
	Iteration 60F: 3 clusters Score -1369201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1369199.750000 Penalty: 4658.222656
	Iteration 61Q: 3 clusters Score -1369200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1369199.625000 Penalty: 4658.222656
	Iteration 62Q: 3 clusters Score -1369200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1369199.250000 Penalty: 4658.222656
	Iteration 63Q: 3 clusters Score -1369199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1369199.750000 Penalty: 4658.222656
	Iteration 64Q: 3 clusters Score -1369200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1369199.750000 Penalty: 4658.222656
	Iteration 65F: 3 clusters Score -1369200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Entering Unmasked Estep 
Score: -1335539.875000 Penalty: 2325.799805
	Iteration 0F: 2 clusters Score -1335540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1326765.625000 Penalty: 4651.599609
	Iteration 0F: 3 clusters Score -1326766 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1329431.125000 Penalty: 4651.599609
	Iteration 1F: 3 clusters Score -1329431 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1329836.375000 Penalty: 4651.599609
	Iteration 2F: 3 clusters Score -1329836 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1330161.625000 Penalty: 4651.599609
	Iteration 3F: 3 clusters Score -1330162 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1330412.750000 Penalty: 4651.599609
	Iteration 4Q: 3 clusters Score -1330413 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1330646.750000 Penalty: 4651.599609
	Iteration 5Q: 3 clusters Score -1330647 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1330850.875000 Penalty: 4651.599609
	Iteration 6Q: 3 clusters Score -1330851 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1331020.375000 Penalty: 4651.599609
	Iteration 7Q: 3 clusters Score -1331020 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1331156.375000 Penalty: 4651.599609
	Iteration 8Q: 3 clusters Score -1331156 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1331283.625000 Penalty: 4651.599609
	Iteration 9Q: 3 clusters Score -1331284 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1331418.875000 Penalty: 4651.599609
	Iteration 10Q: 3 clusters Score -1331419 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1331545.125000 Penalty: 4651.599609
	Iteration 11Q: 3 clusters Score -1331545 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1331665.750000 Penalty: 4651.599609
	Iteration 12Q: 3 clusters Score -1331666 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1331787.250000 Penalty: 4651.599609
	Iteration 13Q: 3 clusters Score -1331787 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1331894.000000 Penalty: 4651.599609
	Iteration 14Q: 3 clusters Score -1331894 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1332000.000000 Penalty: 4651.599609
	Iteration 15Q: 3 clusters Score -1332000 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1332097.750000 Penalty: 4651.599609
	Iteration 16Q: 3 clusters Score -1332098 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1332222.750000 Penalty: 4651.599609
	Iteration 17Q: 3 clusters Score -1332223 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1332360.750000 Penalty: 4651.599609
	Iteration 18Q: 3 clusters Score -1332361 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1332502.000000 Penalty: 4651.599609
	Iteration 19Q: 3 clusters Score -1332502 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1332623.125000 Penalty: 4651.599609
	Iteration 20F: 3 clusters Score -1332623 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1332719.375000 Penalty: 4651.599609
	Iteration 21Q: 3 clusters Score -1332719 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1332806.250000 Penalty: 4651.599609
	Iteration 22Q: 3 clusters Score -1332806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1332885.875000 Penalty: 4651.599609
	Iteration 23Q: 3 clusters Score -1332886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1332979.875000 Penalty: 4651.599609
	Iteration 24Q: 3 clusters Score -1332980 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1333039.500000 Penalty: 4651.599609
	Iteration 25Q: 3 clusters Score -1333040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1333099.250000 Penalty: 4651.599609
	Iteration 26Q: 3 clusters Score -1333099 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1333146.875000 Penalty: 4651.599609
	Iteration 27Q: 3 clusters Score -1333147 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1333191.750000 Penalty: 4651.599609
	Iteration 28Q: 3 clusters Score -1333192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1333237.500000 Penalty: 4651.599609
	Iteration 29Q: 3 clusters Score -1333238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1333283.125000 Penalty: 4651.599609
	Iteration 30Q: 3 clusters Score -1333283 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1333329.625000 Penalty: 4651.599609
	Iteration 31Q: 3 clusters Score -1333330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1333386.125000 Penalty: 4651.599609
	Iteration 32Q: 3 clusters Score -1333386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1333433.250000 Penalty: 4651.599609
	Iteration 33Q: 3 clusters Score -1333433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1333490.375000 Penalty: 4651.599609
	Iteration 34Q: 3 clusters Score -1333490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1333564.125000 Penalty: 4651.599609
	Iteration 35Q: 3 clusters Score -1333564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1333634.000000 Penalty: 4651.599609
	Iteration 36Q: 3 clusters Score -1333634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1333682.375000 Penalty: 4651.599609
	Iteration 37Q: 3 clusters Score -1333682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1333720.250000 Penalty: 4651.599609
	Iteration 38Q: 3 clusters Score -1333720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1333738.750000 Penalty: 4651.599609
	Iteration 39Q: 3 clusters Score -1333739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1333772.000000 Penalty: 4651.599609
	Iteration 40F: 3 clusters Score -1333772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1333797.375000 Penalty: 4651.599609
	Iteration 41Q: 3 clusters Score -1333797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1333823.000000 Penalty: 4651.599609
	Iteration 42Q: 3 clusters Score -1333823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1333845.000000 Penalty: 4651.599609
	Iteration 43Q: 3 clusters Score -1333845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1333855.750000 Penalty: 4651.599609
	Iteration 44Q: 3 clusters Score -1333856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1333867.375000 Penalty: 4651.599609
	Iteration 45Q: 3 clusters Score -1333867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1333872.625000 Penalty: 4651.599609
	Iteration 46Q: 3 clusters Score -1333873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1333880.375000 Penalty: 4651.599609
	Iteration 47Q: 3 clusters Score -1333880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1333883.625000 Penalty: 4651.599609
	Iteration 48Q: 3 clusters Score -1333884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1333887.875000 Penalty: 4651.599609
	Iteration 49Q: 3 clusters Score -1333888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1333889.750000 Penalty: 4651.599609
	Iteration 50Q: 3 clusters Score -1333890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1333894.375000 Penalty: 4651.599609
	Iteration 51Q: 3 clusters Score -1333894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1333896.875000 Penalty: 4651.599609
	Iteration 52Q: 3 clusters Score -1333897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1333900.375000 Penalty: 4651.599609
	Iteration 53Q: 3 clusters Score -1333900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1333899.125000 Penalty: 4651.599609
	Iteration 54Q: 3 clusters Score -1333899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1333902.125000 Penalty: 4651.599609
	Iteration 55Q: 3 clusters Score -1333902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1333903.750000 Penalty: 4651.599609
	Iteration 56Q: 3 clusters Score -1333904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1333901.000000 Penalty: 4651.599609
	Iteration 57Q: 3 clusters Score -1333901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1333903.500000 Penalty: 4651.599609
	Iteration 58Q: 3 clusters Score -1333904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1333904.750000 Penalty: 4651.599609
	Iteration 59Q: 3 clusters Score -1333905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1333906.125000 Penalty: 4651.599609
	Iteration 60F: 3 clusters Score -1333906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1333904.625000 Penalty: 4651.599609
	Iteration 61Q: 3 clusters Score -1333905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1333906.500000 Penalty: 4651.599609
	Iteration 62Q: 3 clusters Score -1333906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1333906.625000 Penalty: 4651.599609
	Iteration 63Q: 3 clusters Score -1333907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1333904.250000 Penalty: 4651.599609
	Iteration 64Q: 3 clusters Score -1333904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1333904.250000 Penalty: 4651.599609
	Iteration 65F: 3 clusters Score -1333904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -62667.910156 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -62667.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61092.789062 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61092.79 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61294.175781 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61294.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61366.074219 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -61366.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61397.953125 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -61397.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61408.187500 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -61408.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61416.832031 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -61416.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61417.550781 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -61417.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61417.550781 Penalty: 3152.629395
	Iteration 7F: 3 clusters Score -61417.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Entering Unmasked Estep 
Score: -1149687.500000 Penalty: 2288.369385
	Iteration 0F: 2 clusters Score -1149688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1141878.875000 Penalty: 4576.738770
	Iteration 0F: 3 clusters Score -1141879 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1144154.625000 Penalty: 4576.738770
	Iteration 1F: 3 clusters Score -1144155 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1144514.625000 Penalty: 4576.738770
	Iteration 2F: 3 clusters Score -1144515 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1144784.250000 Penalty: 4576.738770
	Iteration 3F: 3 clusters Score -1144784 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1144988.500000 Penalty: 4576.738770
	Iteration 4Q: 3 clusters Score -1144988 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1145128.375000 Penalty: 4576.738770
	Iteration 5Q: 3 clusters Score -1145128 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1145248.250000 Penalty: 4576.738770
	Iteration 6Q: 3 clusters Score -1145248 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1145371.250000 Penalty: 4576.738770
	Iteration 7Q: 3 clusters Score -1145371 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1145484.750000 Penalty: 4576.738770
	Iteration 8Q: 3 clusters Score -1145485 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1145584.500000 Penalty: 4576.738770
	Iteration 9Q: 3 clusters Score -1145584 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1145670.875000 Penalty: 4576.738770
	Iteration 10Q: 3 clusters Score -1145671 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1145759.750000 Penalty: 4576.738770
	Iteration 11Q: 3 clusters Score -1145760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1145840.875000 Penalty: 4576.738770
	Iteration 12Q: 3 clusters Score -1145841 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1145897.875000 Penalty: 4576.738770
	Iteration 13Q: 3 clusters Score -1145898 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1145946.375000 Penalty: 4576.738770
	Iteration 14Q: 3 clusters Score -1145946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1145996.250000 Penalty: 4576.738770
	Iteration 15Q: 3 clusters Score -1145996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1146044.875000 Penalty: 4576.738770
	Iteration 16Q: 3 clusters Score -1146045 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1146101.500000 Penalty: 4576.738770
	Iteration 17Q: 3 clusters Score -1146102 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1146166.875000 Penalty: 4576.738770
	Iteration 18Q: 3 clusters Score -1146167 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1146223.875000 Penalty: 4576.738770
	Iteration 19Q: 3 clusters Score -1146224 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1146282.125000 Penalty: 4576.738770
	Iteration 20F: 3 clusters Score -1146282 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1146324.250000 Penalty: 4576.738770
	Iteration 21Q: 3 clusters Score -1146324 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1146355.750000 Penalty: 4576.738770
	Iteration 22Q: 3 clusters Score -1146356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1146391.000000 Penalty: 4576.738770
	Iteration 23Q: 3 clusters Score -1146391 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1146424.500000 Penalty: 4576.738770
	Iteration 24Q: 3 clusters Score -1146424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1146458.000000 Penalty: 4576.738770
	Iteration 25Q: 3 clusters Score -1146458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1146492.375000 Penalty: 4576.738770
	Iteration 26Q: 3 clusters Score -1146492 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1146524.750000 Penalty: 4576.738770
	Iteration 27Q: 3 clusters Score -1146525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1146554.250000 Penalty: 4576.738770
	Iteration 28Q: 3 clusters Score -1146554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1146590.375000 Penalty: 4576.738770
	Iteration 29Q: 3 clusters Score -1146590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1146625.375000 Penalty: 4576.738770
	Iteration 30Q: 3 clusters Score -1146625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1146656.000000 Penalty: 4576.738770
	Iteration 31Q: 3 clusters Score -1146656 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1146685.000000 Penalty: 4576.738770
	Iteration 32Q: 3 clusters Score -1146685 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1146712.375000 Penalty: 4576.738770
	Iteration 33Q: 3 clusters Score -1146712 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1146746.125000 Penalty: 4576.738770
	Iteration 34Q: 3 clusters Score -1146746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1146784.500000 Penalty: 4576.738770
	Iteration 35Q: 3 clusters Score -1146784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1146823.000000 Penalty: 4576.738770
	Iteration 36Q: 3 clusters Score -1146823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1146852.375000 Penalty: 4576.738770
	Iteration 37Q: 3 clusters Score -1146852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1146881.875000 Penalty: 4576.738770
	Iteration 38Q: 3 clusters Score -1146882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1146914.875000 Penalty: 4576.738770
	Iteration 39Q: 3 clusters Score -1146915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1146948.750000 Penalty: 4576.738770
	Iteration 40F: 3 clusters Score -1146949 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1146980.250000 Penalty: 4576.738770
	Iteration 41Q: 3 clusters Score -1146980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1147016.625000 Penalty: 4576.738770
	Iteration 42Q: 3 clusters Score -1147017 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1147053.125000 Penalty: 4576.738770
	Iteration 43Q: 3 clusters Score -1147053 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1147089.875000 Penalty: 4576.738770
	Iteration 44Q: 3 clusters Score -1147090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1147123.500000 Penalty: 4576.738770
	Iteration 45Q: 3 clusters Score -1147124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1147160.125000 Penalty: 4576.738770
	Iteration 46Q: 3 clusters Score -1147160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1147200.500000 Penalty: 4576.738770
	Iteration 47Q: 3 clusters Score -1147200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1147236.375000 Penalty: 4576.738770
	Iteration 48Q: 3 clusters Score -1147236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1147273.625000 Penalty: 4576.738770
	Iteration 49Q: 3 clusters Score -1147274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1147302.125000 Penalty: 4576.738770
	Iteration 50Q: 3 clusters Score -1147302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1147322.000000 Penalty: 4576.738770
	Iteration 51Q: 3 clusters Score -1147322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1147347.625000 Penalty: 4576.738770
	Iteration 52Q: 3 clusters Score -1147348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1147370.625000 Penalty: 4576.738770
	Iteration 53Q: 3 clusters Score -1147371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1147391.625000 Penalty: 4576.738770
	Iteration 54Q: 3 clusters Score -1147392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1147417.250000 Penalty: 4576.738770
	Iteration 55Q: 3 clusters Score -1147417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1147443.250000 Penalty: 4576.738770
	Iteration 56Q: 3 clusters Score -1147443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1147468.875000 Penalty: 4576.738770
	Iteration 57Q: 3 clusters Score -1147469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1147493.500000 Penalty: 4576.738770
	Iteration 58Q: 3 clusters Score -1147494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1147517.000000 Penalty: 4576.738770
	Iteration 59Q: 3 clusters Score -1147517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1147534.625000 Penalty: 4576.738770
	Iteration 60F: 3 clusters Score -1147535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1147549.125000 Penalty: 4576.738770
	Iteration 61Q: 3 clusters Score -1147549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1147566.625000 Penalty: 4576.738770
	Iteration 62Q: 3 clusters Score -1147567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1147584.500000 Penalty: 4576.738770
	Iteration 63Q: 3 clusters Score -1147584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1147593.500000 Penalty: 4576.738770
	Iteration 64Q: 3 clusters Score -1147594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1147607.375000 Penalty: 4576.738770
	Iteration 65Q: 3 clusters Score -1147607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1147620.250000 Penalty: 4576.738770
	Iteration 66Q: 3 clusters Score -1147620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1147629.625000 Penalty: 4576.738770
	Iteration 67Q: 3 clusters Score -1147630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1147638.750000 Penalty: 4576.738770
	Iteration 68Q: 3 clusters Score -1147639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1147656.250000 Penalty: 4576.738770
	Iteration 69Q: 3 clusters Score -1147656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1147669.750000 Penalty: 4576.738770
	Iteration 70Q: 3 clusters Score -1147670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1147679.000000 Penalty: 4576.738770
	Iteration 71Q: 3 clusters Score -1147679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1147684.000000 Penalty: 4576.738770
	Iteration 72Q: 3 clusters Score -1147684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1147685.750000 Penalty: 4576.738770
	Iteration 73Q: 3 clusters Score -1147686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1147691.500000 Penalty: 4576.738770
	Iteration 74Q: 3 clusters Score -1147692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1147697.500000 Penalty: 4576.738770
	Iteration 75Q: 3 clusters Score -1147698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1147706.625000 Penalty: 4576.738770
	Iteration 76Q: 3 clusters Score -1147707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1147713.500000 Penalty: 4576.738770
	Iteration 77Q: 3 clusters Score -1147714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1147723.125000 Penalty: 4576.738770
	Iteration 78Q: 3 clusters Score -1147723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1147730.000000 Penalty: 4576.738770
	Iteration 79Q: 3 clusters Score -1147730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1147734.750000 Penalty: 4576.738770
	Iteration 80F: 3 clusters Score -1147735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1147737.125000 Penalty: 4576.738770
	Iteration 81Q: 3 clusters Score -1147737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1147738.375000 Penalty: 4576.738770
	Iteration 82Q: 3 clusters Score -1147738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1147738.125000 Penalty: 4576.738770
	Iteration 83Q: 3 clusters Score -1147738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1147740.625000 Penalty: 4576.738770
	Iteration 84Q: 3 clusters Score -1147741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1147742.500000 Penalty: 4576.738770
	Iteration 85Q: 3 clusters Score -1147742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1147743.000000 Penalty: 4576.738770
	Iteration 86Q: 3 clusters Score -1147743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1147743.000000 Penalty: 4576.738770
	Iteration 87F: 3 clusters Score -1147743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Entering Unmasked Estep 
Score: -8876750.000000 Penalty: 2777.568115
	Iteration 0F: 2 clusters Score -8876750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -8827897.000000 Penalty: 5555.136230
	Iteration 0F: 3 clusters Score -8827897 nChanged 34232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -8847510.000000 Penalty: 5555.136230
	Iteration 1F: 3 clusters Score -8847510 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -8848229.000000 Penalty: 5555.136230
	Iteration 2Q: 3 clusters Score -8848229 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -8848944.000000 Penalty: 5555.136230
	Iteration 3Q: 3 clusters Score -8848944 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8849890.000000 Penalty: 5555.136230
	Iteration 4Q: 3 clusters Score -8849890 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8851269.000000 Penalty: 5555.136230
	Iteration 5Q: 3 clusters Score -8851269 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -8853429.000000 Penalty: 5555.136230
	Iteration 6Q: 3 clusters Score -8853429 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -8856591.000000 Penalty: 5555.136230
	Iteration 7F: 3 clusters Score -8856591 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -8860900.000000 Penalty: 5555.136230
	Iteration 8F: 3 clusters Score -8860900 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -8865573.000000 Penalty: 5555.136230
	Iteration 9F: 3 clusters Score -8865573 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -8869428.000000 Penalty: 5555.136230
	Iteration 10F: 3 clusters Score -8869428 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -8871831.000000 Penalty: 5555.136230
	Iteration 11Q: 3 clusters Score -8871831 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -8873137.000000 Penalty: 5555.136230
	Iteration 12Q: 3 clusters Score -8873137 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -8873719.000000 Penalty: 5555.136230
	Iteration 13Q: 3 clusters Score -8873719 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -8874032.000000 Penalty: 5555.136230
	Iteration 14Q: 3 clusters Score -8874032 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -8874237.000000 Penalty: 5555.136230
	Iteration 15Q: 3 clusters Score -8874237 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -8874327.000000 Penalty: 5555.136230
	Iteration 16Q: 3 clusters Score -8874327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -8874406.000000 Penalty: 5555.136230
	Iteration 17Q: 3 clusters Score -8874406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -8874459.000000 Penalty: 5555.136230
	Iteration 18Q: 3 clusters Score -8874459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -8874486.000000 Penalty: 5555.136230
	Iteration 19Q: 3 clusters Score -8874486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -8874510.000000 Penalty: 5555.136230
	Iteration 20F: 3 clusters Score -8874510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -8874523.000000 Penalty: 5555.136230
	Iteration 21Q: 3 clusters Score -8874523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -8874539.000000 Penalty: 5555.136230
	Iteration 22Q: 3 clusters Score -8874539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -8874549.000000 Penalty: 5555.136230
	Iteration 23Q: 3 clusters Score -8874549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -8874561.000000 Penalty: 5555.136230
	Iteration 24Q: 3 clusters Score -8874561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -8874571.000000 Penalty: 5555.136230
	Iteration 25Q: 3 clusters Score -8874571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -8874583.000000 Penalty: 5555.136230
	Iteration 26Q: 3 clusters Score -8874583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -8874594.000000 Penalty: 5555.136230
	Iteration 27Q: 3 clusters Score -8874594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -8874592.000000 Penalty: 5555.136230
	Iteration 28Q: 3 clusters Score -8874592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -8874598.000000 Penalty: 5555.136230
	Iteration 29Q: 3 clusters Score -8874598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -8874598.000000 Penalty: 5555.136230
	Iteration 30Q: 3 clusters Score -8874598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -8874607.000000 Penalty: 5555.136230
	Iteration 31Q: 3 clusters Score -8874607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -8874614.000000 Penalty: 5555.136230
	Iteration 32Q: 3 clusters Score -8874614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -8874624.000000 Penalty: 5555.136230
	Iteration 33Q: 3 clusters Score -8874624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -8874619.000000 Penalty: 5555.136230
	Iteration 34Q: 3 clusters Score -8874619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -8874617.000000 Penalty: 5555.136230
	Iteration 35Q: 3 clusters Score -8874617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -8874612.000000 Penalty: 5555.136230
	Iteration 36Q: 3 clusters Score -8874612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -8874617.000000 Penalty: 5555.136230
	Iteration 37Q: 3 clusters Score -8874617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -8874625.000000 Penalty: 5555.136230
	Iteration 38Q: 3 clusters Score -8874625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -8874620.000000 Penalty: 5555.136230
	Iteration 39Q: 3 clusters Score -8874620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -8874620.000000 Penalty: 5555.136230
	Iteration 40F: 3 clusters Score -8874620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Entering Unmasked Estep 
Score: -4607669.000000 Penalty: 2620.730713
	Iteration 0F: 2 clusters Score -4607669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4581277.000000 Penalty: 5241.461426
	Iteration 0F: 3 clusters Score -4581277 nChanged 17790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4591443.500000 Penalty: 5241.461426
	Iteration 1F: 3 clusters Score -4591444 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4592152.000000 Penalty: 5241.461426
	Iteration 2Q: 3 clusters Score -4592152 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4592954.500000 Penalty: 5241.461426
	Iteration 3Q: 3 clusters Score -4592954 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4593898.500000 Penalty: 5241.461426
	Iteration 4Q: 3 clusters Score -4593898 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4594948.500000 Penalty: 5241.461426
	Iteration 5F: 3 clusters Score -4594948 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4596051.500000 Penalty: 5241.461426
	Iteration 6F: 3 clusters Score -4596052 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4597232.500000 Penalty: 5241.461426
	Iteration 7F: 3 clusters Score -4597232 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4598478.000000 Penalty: 5241.461426
	Iteration 8F: 3 clusters Score -4598478 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4599547.000000 Penalty: 5241.461426
	Iteration 9Q: 3 clusters Score -4599547 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4600456.000000 Penalty: 5241.461426
	Iteration 10Q: 3 clusters Score -4600456 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4601116.000000 Penalty: 5241.461426
	Iteration 11Q: 3 clusters Score -4601116 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4601526.500000 Penalty: 5241.461426
	Iteration 12Q: 3 clusters Score -4601526 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4601734.500000 Penalty: 5241.461426
	Iteration 13Q: 3 clusters Score -4601734 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4601891.500000 Penalty: 5241.461426
	Iteration 14Q: 3 clusters Score -4601892 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4601955.000000 Penalty: 5241.461426
	Iteration 15Q: 3 clusters Score -4601955 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4602013.000000 Penalty: 5241.461426
	Iteration 16Q: 3 clusters Score -4602013 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4602048.000000 Penalty: 5241.461426
	Iteration 17Q: 3 clusters Score -4602048 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4602066.000000 Penalty: 5241.461426
	Iteration 18Q: 3 clusters Score -4602066 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4602081.000000 Penalty: 5241.461426
	Iteration 19Q: 3 clusters Score -4602081 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4602089.500000 Penalty: 5241.461426
	Iteration 20F: 3 clusters Score -4602090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4602101.500000 Penalty: 5241.461426
	Iteration 21Q: 3 clusters Score -4602102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4602119.000000 Penalty: 5241.461426
	Iteration 22Q: 3 clusters Score -4602119 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4602120.000000 Penalty: 5241.461426
	Iteration 23Q: 3 clusters Score -4602120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4602117.500000 Penalty: 5241.461426
	Iteration 24Q: 3 clusters Score -4602118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4602124.500000 Penalty: 5241.461426
	Iteration 25Q: 3 clusters Score -4602124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4602137.000000 Penalty: 5241.461426
	Iteration 26Q: 3 clusters Score -4602137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4602138.500000 Penalty: 5241.461426
	Iteration 27Q: 3 clusters Score -4602138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4602139.500000 Penalty: 5241.461426
	Iteration 28Q: 3 clusters Score -4602140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4602145.500000 Penalty: 5241.461426
	Iteration 29Q: 3 clusters Score -4602146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4602157.000000 Penalty: 5241.461426
	Iteration 30Q: 3 clusters Score -4602157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4602167.500000 Penalty: 5241.461426
	Iteration 31Q: 3 clusters Score -4602168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4602174.500000 Penalty: 5241.461426
	Iteration 32Q: 3 clusters Score -4602174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4602194.500000 Penalty: 5241.461426
	Iteration 33Q: 3 clusters Score -4602194 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4602208.500000 Penalty: 5241.461426
	Iteration 34Q: 3 clusters Score -4602208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4602196.000000 Penalty: 5241.461426
	Iteration 35Q: 3 clusters Score -4602196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4602212.500000 Penalty: 5241.461426
	Iteration 36Q: 3 clusters Score -4602212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4602221.000000 Penalty: 5241.461426
	Iteration 37Q: 3 clusters Score -4602221 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4602239.500000 Penalty: 5241.461426
	Iteration 38Q: 3 clusters Score -4602240 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4602270.000000 Penalty: 5241.461426
	Iteration 39Q: 3 clusters Score -4602270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4602310.000000 Penalty: 5241.461426
	Iteration 40F: 3 clusters Score -4602310 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4602348.500000 Penalty: 5241.461426
	Iteration 41Q: 3 clusters Score -4602348 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4602377.000000 Penalty: 5241.461426
	Iteration 42Q: 3 clusters Score -4602377 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4602445.000000 Penalty: 5241.461426
	Iteration 43Q: 3 clusters Score -4602445 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4602521.000000 Penalty: 5241.461426
	Iteration 44Q: 3 clusters Score -4602521 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4602623.000000 Penalty: 5241.461426
	Iteration 45Q: 3 clusters Score -4602623 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4602734.500000 Penalty: 5241.461426
	Iteration 46Q: 3 clusters Score -4602734 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4602868.000000 Penalty: 5241.461426
	Iteration 47Q: 3 clusters Score -4602868 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4603026.500000 Penalty: 5241.461426
	Iteration 48Q: 3 clusters Score -4603026 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4603161.000000 Penalty: 5241.461426
	Iteration 49Q: 3 clusters Score -4603161 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4603333.000000 Penalty: 5241.461426
	Iteration 50Q: 3 clusters Score -4603333 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4603522.500000 Penalty: 5241.461426
	Iteration 51Q: 3 clusters Score -4603522 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4603710.000000 Penalty: 5241.461426
	Iteration 52Q: 3 clusters Score -4603710 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4603902.000000 Penalty: 5241.461426
	Iteration 53Q: 3 clusters Score -4603902 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4604065.000000 Penalty: 5241.461426
	Iteration 54Q: 3 clusters Score -4604065 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4604252.500000 Penalty: 5241.461426
	Iteration 55Q: 3 clusters Score -4604252 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4604430.500000 Penalty: 5241.461426
	Iteration 56Q: 3 clusters Score -4604430 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4604593.000000 Penalty: 5241.461426
	Iteration 57Q: 3 clusters Score -4604593 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4604721.000000 Penalty: 5241.461426
	Iteration 58Q: 3 clusters Score -4604721 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -4604838.500000 Penalty: 5241.461426
	Iteration 59Q: 3 clusters Score -4604838 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4604933.000000 Penalty: 5241.461426
	Iteration 60F: 3 clusters Score -4604933 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4605001.500000 Penalty: 5241.461426
	Iteration 61Q: 3 clusters Score -4605002 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4605049.500000 Penalty: 5241.461426
	Iteration 62Q: 3 clusters Score -4605050 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4605101.500000 Penalty: 5241.461426
	Iteration 63Q: 3 clusters Score -4605102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4605127.000000 Penalty: 5241.461426
	Iteration 64Q: 3 clusters Score -4605127 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4605147.500000 Penalty: 5241.461426
	Iteration 65Q: 3 clusters Score -4605148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -4605166.500000 Penalty: 5241.461426
	Iteration 66Q: 3 clusters Score -4605166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4605191.500000 Penalty: 5241.461426
	Iteration 67Q: 3 clusters Score -4605192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -4605216.500000 Penalty: 5241.461426
	Iteration 68Q: 3 clusters Score -4605216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4605241.000000 Penalty: 5241.461426
	Iteration 69Q: 3 clusters Score -4605241 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4605237.000000 Penalty: 5241.461426
	Iteration 70Q: 3 clusters Score -4605237 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4605244.000000 Penalty: 5241.461426
	Iteration 71Q: 3 clusters Score -4605244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -4605259.500000 Penalty: 5241.461426
	Iteration 72Q: 3 clusters Score -4605260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4605264.000000 Penalty: 5241.461426
	Iteration 73Q: 3 clusters Score -4605264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4605276.000000 Penalty: 5241.461426
	Iteration 74Q: 3 clusters Score -4605276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4605271.000000 Penalty: 5241.461426
	Iteration 75Q: 3 clusters Score -4605271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -4605274.000000 Penalty: 5241.461426
	Iteration 76Q: 3 clusters Score -4605274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -4605279.000000 Penalty: 5241.461426
	Iteration 77Q: 3 clusters Score -4605279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4605288.500000 Penalty: 5241.461426
	Iteration 78Q: 3 clusters Score -4605288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -4605293.500000 Penalty: 5241.461426
	Iteration 79Q: 3 clusters Score -4605294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -4605299.500000 Penalty: 5241.461426
	Iteration 80F: 3 clusters Score -4605300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -4605284.000000 Penalty: 5241.461426
	Iteration 81Q: 3 clusters Score -4605284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4605288.000000 Penalty: 5241.461426
	Iteration 82Q: 3 clusters Score -4605288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4605290.500000 Penalty: 5241.461426
	Iteration 83Q: 3 clusters Score -4605290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -4605295.000000 Penalty: 5241.461426
	Iteration 84Q: 3 clusters Score -4605295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4605299.500000 Penalty: 5241.461426
	Iteration 85Q: 3 clusters Score -4605300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -4605291.500000 Penalty: 5241.461426
	Iteration 86Q: 3 clusters Score -4605292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4605293.000000 Penalty: 5241.461426
	Iteration 87Q: 3 clusters Score -4605293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4605288.000000 Penalty: 5241.461426
	Iteration 88Q: 3 clusters Score -4605288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4605288.000000 Penalty: 5241.461426
	Iteration 89Q: 3 clusters Score -4605288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -4605290.000000 Penalty: 5241.461426
	Iteration 90Q: 3 clusters Score -4605290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -4605293.500000 Penalty: 5241.461426
	Iteration 91Q: 3 clusters Score -4605294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4605298.000000 Penalty: 5241.461426
	Iteration 92Q: 3 clusters Score -4605298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4605304.500000 Penalty: 5241.461426
	Iteration 93Q: 3 clusters Score -4605304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -4605315.000000 Penalty: 5241.461426
	Iteration 94Q: 3 clusters Score -4605315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -4605324.500000 Penalty: 5241.461426
	Iteration 95Q: 3 clusters Score -4605324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4605332.500000 Penalty: 5241.461426
	Iteration 96Q: 3 clusters Score -4605332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4605331.500000 Penalty: 5241.461426
	Iteration 97Q: 3 clusters Score -4605332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4605329.500000 Penalty: 5241.461426
	Iteration 98Q: 3 clusters Score -4605330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4605327.500000 Penalty: 5241.461426
	Iteration 99Q: 3 clusters Score -4605328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4605323.000000 Penalty: 5241.461426
	Iteration 100F: 3 clusters Score -4605323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -4605333.000000 Penalty: 5241.461426
	Iteration 101Q: 3 clusters Score -4605333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4605352.000000 Penalty: 5241.461426
	Iteration 102Q: 3 clusters Score -4605352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -4605357.500000 Penalty: 5241.461426
	Iteration 103Q: 3 clusters Score -4605358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4605361.500000 Penalty: 5241.461426
	Iteration 104Q: 3 clusters Score -4605362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -4605365.000000 Penalty: 5241.461426
	Iteration 105Q: 3 clusters Score -4605365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -4605367.000000 Penalty: 5241.461426
	Iteration 106Q: 3 clusters Score -4605367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4605361.000000 Penalty: 5241.461426
	Iteration 107Q: 3 clusters Score -4605361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4605364.500000 Penalty: 5241.461426
	Iteration 108Q: 3 clusters Score -4605364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -4605358.500000 Penalty: 5241.461426
	Iteration 109Q: 3 clusters Score -4605358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4605353.000000 Penalty: 5241.461426
	Iteration 110Q: 3 clusters Score -4605353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -4605362.500000 Penalty: 5241.461426
	Iteration 111Q: 3 clusters Score -4605362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4605371.000000 Penalty: 5241.461426
	Iteration 112Q: 3 clusters Score -4605371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4605377.000000 Penalty: 5241.461426
	Iteration 113Q: 3 clusters Score -4605377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4605369.500000 Penalty: 5241.461426
	Iteration 114Q: 3 clusters Score -4605370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -4605368.500000 Penalty: 5241.461426
	Iteration 115Q: 3 clusters Score -4605368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4605378.500000 Penalty: 5241.461426
	Iteration 116Q: 3 clusters Score -4605378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -4605375.000000 Penalty: 5241.461426
	Iteration 117Q: 3 clusters Score -4605375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4605375.000000 Penalty: 5241.461426
	Iteration 118Q: 3 clusters Score -4605375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4605375.500000 Penalty: 5241.461426
	Iteration 119Q: 3 clusters Score -4605376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4605364.500000 Penalty: 5241.461426
	Iteration 120F: 3 clusters Score -4605364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4605366.500000 Penalty: 5241.461426
	Iteration 121Q: 3 clusters Score -4605366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -4605371.000000 Penalty: 5241.461426
	Iteration 122Q: 3 clusters Score -4605371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4605372.000000 Penalty: 5241.461426
	Iteration 123Q: 3 clusters Score -4605372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -4605379.500000 Penalty: 5241.461426
	Iteration 124Q: 3 clusters Score -4605380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4605383.000000 Penalty: 5241.461426
	Iteration 125Q: 3 clusters Score -4605383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4605381.000000 Penalty: 5241.461426
	Iteration 126Q: 3 clusters Score -4605381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4605386.000000 Penalty: 5241.461426
	Iteration 127Q: 3 clusters Score -4605386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -4605381.500000 Penalty: 5241.461426
	Iteration 128Q: 3 clusters Score -4605382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4605386.000000 Penalty: 5241.461426
	Iteration 129Q: 3 clusters Score -4605386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4605374.000000 Penalty: 5241.461426
	Iteration 130Q: 3 clusters Score -4605374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4605379.500000 Penalty: 5241.461426
	Iteration 131Q: 3 clusters Score -4605380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -4605375.000000 Penalty: 5241.461426
	Iteration 132Q: 3 clusters Score -4605375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -4605374.500000 Penalty: 5241.461426
	Iteration 133Q: 3 clusters Score -4605374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4605377.000000 Penalty: 5241.461426
	Iteration 134Q: 3 clusters Score -4605377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -4605391.000000 Penalty: 5241.461426
	Iteration 135Q: 3 clusters Score -4605391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4605391.000000 Penalty: 5241.461426
	Iteration 136Q: 3 clusters Score -4605391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4605398.000000 Penalty: 5241.461426
	Iteration 137Q: 3 clusters Score -4605398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -4605397.500000 Penalty: 5241.461426
	Iteration 138Q: 3 clusters Score -4605398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4605388.000000 Penalty: 5241.461426
	Iteration 139Q: 3 clusters Score -4605388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4605387.000000 Penalty: 5241.461426
	Iteration 140F: 3 clusters Score -4605387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -4605396.500000 Penalty: 5241.461426
	Iteration 141Q: 3 clusters Score -4605396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4605396.500000 Penalty: 5241.461426
	Iteration 142Q: 3 clusters Score -4605396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4605401.000000 Penalty: 5241.461426
	Iteration 143Q: 3 clusters Score -4605401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -4605409.000000 Penalty: 5241.461426
	Iteration 144Q: 3 clusters Score -4605409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -4605404.500000 Penalty: 5241.461426
	Iteration 145Q: 3 clusters Score -4605404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4605409.500000 Penalty: 5241.461426
	Iteration 146Q: 3 clusters Score -4605410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4605418.000000 Penalty: 5241.461426
	Iteration 147Q: 3 clusters Score -4605418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4605410.000000 Penalty: 5241.461426
	Iteration 148Q: 3 clusters Score -4605410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4605417.000000 Penalty: 5241.461426
	Iteration 149Q: 3 clusters Score -4605417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4605419.500000 Penalty: 5241.461426
	Iteration 150Q: 3 clusters Score -4605420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -4605426.500000 Penalty: 5241.461426
	Iteration 151Q: 3 clusters Score -4605426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -4605415.500000 Penalty: 5241.461426
	Iteration 152Q: 3 clusters Score -4605416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -4605432.000000 Penalty: 5241.461426
	Iteration 153Q: 3 clusters Score -4605432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4605426.000000 Penalty: 5241.461426
	Iteration 154Q: 3 clusters Score -4605426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4605430.000000 Penalty: 5241.461426
	Iteration 155Q: 3 clusters Score -4605430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4605431.000000 Penalty: 5241.461426
	Iteration 156Q: 3 clusters Score -4605431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -4605427.000000 Penalty: 5241.461426
	Iteration 157Q: 3 clusters Score -4605427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4605430.000000 Penalty: 5241.461426
	Iteration 158Q: 3 clusters Score -4605430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4605434.500000 Penalty: 5241.461426
	Iteration 159Q: 3 clusters Score -4605434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4605432.500000 Penalty: 5241.461426
	Iteration 160F: 3 clusters Score -4605432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4605440.500000 Penalty: 5241.461426
	Iteration 161Q: 3 clusters Score -4605440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -4605446.500000 Penalty: 5241.461426
	Iteration 162Q: 3 clusters Score -4605446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4605456.500000 Penalty: 5241.461426
	Iteration 163Q: 3 clusters Score -4605456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4605454.000000 Penalty: 5241.461426
	Iteration 164Q: 3 clusters Score -4605454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4605451.000000 Penalty: 5241.461426
	Iteration 165Q: 3 clusters Score -4605451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -4605458.500000 Penalty: 5241.461426
	Iteration 166Q: 3 clusters Score -4605458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -4605462.500000 Penalty: 5241.461426
	Iteration 167Q: 3 clusters Score -4605462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4605467.000000 Penalty: 5241.461426
	Iteration 168Q: 3 clusters Score -4605467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -4605475.500000 Penalty: 5241.461426
	Iteration 169Q: 3 clusters Score -4605476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4605495.000000 Penalty: 5241.461426
	Iteration 170Q: 3 clusters Score -4605495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4605499.500000 Penalty: 5241.461426
	Iteration 171Q: 3 clusters Score -4605500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4605497.000000 Penalty: 5241.461426
	Iteration 172Q: 3 clusters Score -4605497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -4605495.500000 Penalty: 5241.461426
	Iteration 173Q: 3 clusters Score -4605496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4605490.500000 Penalty: 5241.461426
	Iteration 174Q: 3 clusters Score -4605490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4605490.500000 Penalty: 5241.461426
	Iteration 175Q: 3 clusters Score -4605490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4605494.000000 Penalty: 5241.461426
	Iteration 176Q: 3 clusters Score -4605494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -4605510.000000 Penalty: 5241.461426
	Iteration 177Q: 3 clusters Score -4605510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4605509.000000 Penalty: 5241.461426
	Iteration 178Q: 3 clusters Score -4605509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4605519.500000 Penalty: 5241.461426
	Iteration 179Q: 3 clusters Score -4605520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4605519.500000 Penalty: 5241.461426
	Iteration 180F: 3 clusters Score -4605520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -4605520.500000 Penalty: 5241.461426
	Iteration 181Q: 3 clusters Score -4605520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4605517.000000 Penalty: 5241.461426
	Iteration 182Q: 3 clusters Score -4605517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -4605519.000000 Penalty: 5241.461426
	Iteration 183Q: 3 clusters Score -4605519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -4605523.000000 Penalty: 5241.461426
	Iteration 184Q: 3 clusters Score -4605523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -4605515.000000 Penalty: 5241.461426
	Iteration 185Q: 3 clusters Score -4605515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4605517.000000 Penalty: 5241.461426
	Iteration 186Q: 3 clusters Score -4605517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4605506.000000 Penalty: 5241.461426
	Iteration 187Q: 3 clusters Score -4605506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -4605502.500000 Penalty: 5241.461426
	Iteration 188Q: 3 clusters Score -4605502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4605508.500000 Penalty: 5241.461426
	Iteration 189Q: 3 clusters Score -4605508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4605509.000000 Penalty: 5241.461426
	Iteration 190Q: 3 clusters Score -4605509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4605514.000000 Penalty: 5241.461426
	Iteration 191Q: 3 clusters Score -4605514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4605527.500000 Penalty: 5241.461426
	Iteration 192Q: 3 clusters Score -4605528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4605518.500000 Penalty: 5241.461426
	Iteration 193Q: 3 clusters Score -4605518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -4605529.000000 Penalty: 5241.461426
	Iteration 194Q: 3 clusters Score -4605529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4605522.500000 Penalty: 5241.461426
	Iteration 195Q: 3 clusters Score -4605522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -4605521.000000 Penalty: 5241.461426
	Iteration 196Q: 3 clusters Score -4605521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4605519.500000 Penalty: 5241.461426
	Iteration 197Q: 3 clusters Score -4605520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -4605536.000000 Penalty: 5241.461426
	Iteration 198Q: 3 clusters Score -4605536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -4605542.500000 Penalty: 5241.461426
	Iteration 199Q: 3 clusters Score -4605542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4605539.500000 Penalty: 5241.461426
	Iteration 200F: 3 clusters Score -4605540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -4605547.500000 Penalty: 5241.461426
	Iteration 201Q: 3 clusters Score -4605548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4605554.000000 Penalty: 5241.461426
	Iteration 202Q: 3 clusters Score -4605554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -4605555.500000 Penalty: 5241.461426
	Iteration 203Q: 3 clusters Score -4605556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -4605559.500000 Penalty: 5241.461426
	Iteration 204Q: 3 clusters Score -4605560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4605571.000000 Penalty: 5241.461426
	Iteration 205Q: 3 clusters Score -4605571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4605581.000000 Penalty: 5241.461426
	Iteration 206Q: 3 clusters Score -4605581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4605587.000000 Penalty: 5241.461426
	Iteration 207Q: 3 clusters Score -4605587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4605592.000000 Penalty: 5241.461426
	Iteration 208Q: 3 clusters Score -4605592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4605605.000000 Penalty: 5241.461426
	Iteration 209Q: 3 clusters Score -4605605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4605608.000000 Penalty: 5241.461426
	Iteration 210Q: 3 clusters Score -4605608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4605600.500000 Penalty: 5241.461426
	Iteration 211Q: 3 clusters Score -4605600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -4605599.500000 Penalty: 5241.461426
	Iteration 212Q: 3 clusters Score -4605600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4605616.000000 Penalty: 5241.461426
	Iteration 213Q: 3 clusters Score -4605616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4605607.500000 Penalty: 5241.461426
	Iteration 214Q: 3 clusters Score -4605608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4605613.500000 Penalty: 5241.461426
	Iteration 215Q: 3 clusters Score -4605614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4605608.000000 Penalty: 5241.461426
	Iteration 216Q: 3 clusters Score -4605608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4605608.500000 Penalty: 5241.461426
	Iteration 217Q: 3 clusters Score -4605608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -4605616.000000 Penalty: 5241.461426
	Iteration 218Q: 3 clusters Score -4605616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -4605619.500000 Penalty: 5241.461426
	Iteration 219Q: 3 clusters Score -4605620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4605618.000000 Penalty: 5241.461426
	Iteration 220F: 3 clusters Score -4605618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4605626.500000 Penalty: 5241.461426
	Iteration 221Q: 3 clusters Score -4605626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4605646.000000 Penalty: 5241.461426
	Iteration 222Q: 3 clusters Score -4605646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4605644.000000 Penalty: 5241.461426
	Iteration 223Q: 3 clusters Score -4605644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4605646.000000 Penalty: 5241.461426
	Iteration 224Q: 3 clusters Score -4605646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4605658.500000 Penalty: 5241.461426
	Iteration 225Q: 3 clusters Score -4605658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4605660.000000 Penalty: 5241.461426
	Iteration 226Q: 3 clusters Score -4605660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -4605673.000000 Penalty: 5241.461426
	Iteration 227Q: 3 clusters Score -4605673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -4605664.500000 Penalty: 5241.461426
	Iteration 228Q: 3 clusters Score -4605664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4605674.000000 Penalty: 5241.461426
	Iteration 229Q: 3 clusters Score -4605674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4605673.000000 Penalty: 5241.461426
	Iteration 230Q: 3 clusters Score -4605673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4605664.000000 Penalty: 5241.461426
	Iteration 231Q: 3 clusters Score -4605664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4605672.500000 Penalty: 5241.461426
	Iteration 232Q: 3 clusters Score -4605672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4605677.000000 Penalty: 5241.461426
	Iteration 233Q: 3 clusters Score -4605677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4605691.000000 Penalty: 5241.461426
	Iteration 234Q: 3 clusters Score -4605691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4605689.000000 Penalty: 5241.461426
	Iteration 235Q: 3 clusters Score -4605689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4605691.500000 Penalty: 5241.461426
	Iteration 236Q: 3 clusters Score -4605692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -4605692.000000 Penalty: 5241.461426
	Iteration 237Q: 3 clusters Score -4605692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4605692.500000 Penalty: 5241.461426
	Iteration 238Q: 3 clusters Score -4605692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4605698.500000 Penalty: 5241.461426
	Iteration 239Q: 3 clusters Score -4605698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4605702.000000 Penalty: 5241.461426
	Iteration 240F: 3 clusters Score -4605702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4605711.000000 Penalty: 5241.461426
	Iteration 241Q: 3 clusters Score -4605711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4605709.500000 Penalty: 5241.461426
	Iteration 242Q: 3 clusters Score -4605710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4605702.500000 Penalty: 5241.461426
	Iteration 243Q: 3 clusters Score -4605702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4605705.500000 Penalty: 5241.461426
	Iteration 244Q: 3 clusters Score -4605706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4605708.500000 Penalty: 5241.461426
	Iteration 245Q: 3 clusters Score -4605708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4605713.000000 Penalty: 5241.461426
	Iteration 246Q: 3 clusters Score -4605713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4605715.500000 Penalty: 5241.461426
	Iteration 247Q: 3 clusters Score -4605716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4605713.000000 Penalty: 5241.461426
	Iteration 248Q: 3 clusters Score -4605713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -4605721.500000 Penalty: 5241.461426
	Iteration 249Q: 3 clusters Score -4605722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4605716.000000 Penalty: 5241.461426
	Iteration 250Q: 3 clusters Score -4605716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4605717.000000 Penalty: 5241.461426
	Iteration 251Q: 3 clusters Score -4605717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4605725.000000 Penalty: 5241.461426
	Iteration 252Q: 3 clusters Score -4605725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4605733.000000 Penalty: 5241.461426
	Iteration 253Q: 3 clusters Score -4605733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4605739.000000 Penalty: 5241.461426
	Iteration 254Q: 3 clusters Score -4605739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4605735.500000 Penalty: 5241.461426
	Iteration 255Q: 3 clusters Score -4605736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4605733.500000 Penalty: 5241.461426
	Iteration 256Q: 3 clusters Score -4605734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4605744.500000 Penalty: 5241.461426
	Iteration 257Q: 3 clusters Score -4605744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4605740.000000 Penalty: 5241.461426
	Iteration 258Q: 3 clusters Score -4605740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4605746.000000 Penalty: 5241.461426
	Iteration 259Q: 3 clusters Score -4605746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4605757.500000 Penalty: 5241.461426
	Iteration 260F: 3 clusters Score -4605758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4605761.000000 Penalty: 5241.461426
	Iteration 261Q: 3 clusters Score -4605761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -4605769.500000 Penalty: 5241.461426
	Iteration 262Q: 3 clusters Score -4605770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -4605769.000000 Penalty: 5241.461426
	Iteration 263Q: 3 clusters Score -4605769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4605762.000000 Penalty: 5241.461426
	Iteration 264Q: 3 clusters Score -4605762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4605768.000000 Penalty: 5241.461426
	Iteration 265Q: 3 clusters Score -4605768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4605769.000000 Penalty: 5241.461426
	Iteration 266Q: 3 clusters Score -4605769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4605764.500000 Penalty: 5241.461426
	Iteration 267Q: 3 clusters Score -4605764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4605764.000000 Penalty: 5241.461426
	Iteration 268Q: 3 clusters Score -4605764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4605764.000000 Penalty: 5241.461426
	Iteration 269F: 3 clusters Score -4605764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Entering Unmasked Estep 
Score: -1929628.250000 Penalty: 2420.585449
	Iteration 0F: 2 clusters Score -1929628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1917200.000000 Penalty: 4841.170898
	Iteration 0F: 3 clusters Score -1917200 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1921302.750000 Penalty: 4841.170898
	Iteration 1F: 3 clusters Score -1921303 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1921855.750000 Penalty: 4841.170898
	Iteration 2F: 3 clusters Score -1921856 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1922444.750000 Penalty: 4841.170898
	Iteration 3F: 3 clusters Score -1922445 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1923044.625000 Penalty: 4841.170898
	Iteration 4F: 3 clusters Score -1923045 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1923611.750000 Penalty: 4841.170898
	Iteration 5F: 3 clusters Score -1923612 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1924080.125000 Penalty: 4841.170898
	Iteration 6F: 3 clusters Score -1924080 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1924436.250000 Penalty: 4841.170898
	Iteration 7Q: 3 clusters Score -1924436 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1924733.750000 Penalty: 4841.170898
	Iteration 8Q: 3 clusters Score -1924734 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1925002.125000 Penalty: 4841.170898
	Iteration 9Q: 3 clusters Score -1925002 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1925278.375000 Penalty: 4841.170898
	Iteration 10Q: 3 clusters Score -1925278 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1925624.000000 Penalty: 4841.170898
	Iteration 11Q: 3 clusters Score -1925624 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1926005.750000 Penalty: 4841.170898
	Iteration 12Q: 3 clusters Score -1926006 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1926433.250000 Penalty: 4841.170898
	Iteration 13Q: 3 clusters Score -1926433 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1926900.375000 Penalty: 4841.170898
	Iteration 14Q: 3 clusters Score -1926900 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1927348.375000 Penalty: 4841.170898
	Iteration 15Q: 3 clusters Score -1927348 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1927766.875000 Penalty: 4841.170898
	Iteration 16Q: 3 clusters Score -1927767 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1928108.875000 Penalty: 4841.170898
	Iteration 17Q: 3 clusters Score -1928109 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1928389.750000 Penalty: 4841.170898
	Iteration 18Q: 3 clusters Score -1928390 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1928668.000000 Penalty: 4841.170898
	Iteration 19Q: 3 clusters Score -1928668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1928821.250000 Penalty: 4841.170898
	Iteration 20F: 3 clusters Score -1928821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1928865.625000 Penalty: 4841.170898
	Iteration 21Q: 3 clusters Score -1928866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1928891.125000 Penalty: 4841.170898
	Iteration 22Q: 3 clusters Score -1928891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1928894.375000 Penalty: 4841.170898
	Iteration 23Q: 3 clusters Score -1928894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1928901.875000 Penalty: 4841.170898
	Iteration 24Q: 3 clusters Score -1928902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1928907.875000 Penalty: 4841.170898
	Iteration 25Q: 3 clusters Score -1928908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1928910.125000 Penalty: 4841.170898
	Iteration 26Q: 3 clusters Score -1928910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1928909.125000 Penalty: 4841.170898
	Iteration 27Q: 3 clusters Score -1928909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1928911.625000 Penalty: 4841.170898
	Iteration 28Q: 3 clusters Score -1928912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1928913.375000 Penalty: 4841.170898
	Iteration 29Q: 3 clusters Score -1928913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1928915.750000 Penalty: 4841.170898
	Iteration 30Q: 3 clusters Score -1928916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1928917.000000 Penalty: 4841.170898
	Iteration 31Q: 3 clusters Score -1928917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1928913.875000 Penalty: 4841.170898
	Iteration 32Q: 3 clusters Score -1928914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1928914.875000 Penalty: 4841.170898
	Iteration 33Q: 3 clusters Score -1928915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1928917.250000 Penalty: 4841.170898
	Iteration 34Q: 3 clusters Score -1928917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1928917.375000 Penalty: 4841.170898
	Iteration 35Q: 3 clusters Score -1928917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1928917.375000 Penalty: 4841.170898
	Iteration 36F: 3 clusters Score -1928917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Entering Unmasked Estep 
Score: -2450874.750000 Penalty: 2469.625000
	Iteration 0F: 2 clusters Score -2450875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2436152.000000 Penalty: 4939.250000
	Iteration 0F: 3 clusters Score -2436152 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2441311.500000 Penalty: 4939.250000
	Iteration 1F: 3 clusters Score -2441312 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2441915.500000 Penalty: 4939.250000
	Iteration 2F: 3 clusters Score -2441916 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2442488.250000 Penalty: 4939.250000
	Iteration 3F: 3 clusters Score -2442488 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2443123.000000 Penalty: 4939.250000
	Iteration 4F: 3 clusters Score -2443123 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2443829.500000 Penalty: 4939.250000
	Iteration 5F: 3 clusters Score -2443830 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2444556.250000 Penalty: 4939.250000
	Iteration 6F: 3 clusters Score -2444556 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2445345.250000 Penalty: 4939.250000
	Iteration 7F: 3 clusters Score -2445345 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2446069.000000 Penalty: 4939.250000
	Iteration 8Q: 3 clusters Score -2446069 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2446695.250000 Penalty: 4939.250000
	Iteration 9Q: 3 clusters Score -2446695 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2447118.750000 Penalty: 4939.250000
	Iteration 10Q: 3 clusters Score -2447119 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2447383.750000 Penalty: 4939.250000
	Iteration 11Q: 3 clusters Score -2447384 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2447577.500000 Penalty: 4939.250000
	Iteration 12Q: 3 clusters Score -2447578 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2447728.000000 Penalty: 4939.250000
	Iteration 13Q: 3 clusters Score -2447728 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2447863.000000 Penalty: 4939.250000
	Iteration 14Q: 3 clusters Score -2447863 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2447961.750000 Penalty: 4939.250000
	Iteration 15Q: 3 clusters Score -2447962 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2448043.750000 Penalty: 4939.250000
	Iteration 16Q: 3 clusters Score -2448044 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2448105.250000 Penalty: 4939.250000
	Iteration 17Q: 3 clusters Score -2448105 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2448155.000000 Penalty: 4939.250000
	Iteration 18Q: 3 clusters Score -2448155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2448206.250000 Penalty: 4939.250000
	Iteration 19Q: 3 clusters Score -2448206 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2448254.500000 Penalty: 4939.250000
	Iteration 20F: 3 clusters Score -2448254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2448298.750000 Penalty: 4939.250000
	Iteration 21Q: 3 clusters Score -2448299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2448335.000000 Penalty: 4939.250000
	Iteration 22Q: 3 clusters Score -2448335 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2448355.750000 Penalty: 4939.250000
	Iteration 23Q: 3 clusters Score -2448356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2448374.250000 Penalty: 4939.250000
	Iteration 24Q: 3 clusters Score -2448374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2448409.500000 Penalty: 4939.250000
	Iteration 25Q: 3 clusters Score -2448410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2448436.750000 Penalty: 4939.250000
	Iteration 26Q: 3 clusters Score -2448437 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2448449.500000 Penalty: 4939.250000
	Iteration 27Q: 3 clusters Score -2448450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2448469.500000 Penalty: 4939.250000
	Iteration 28Q: 3 clusters Score -2448470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2448491.750000 Penalty: 4939.250000
	Iteration 29Q: 3 clusters Score -2448492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2448518.000000 Penalty: 4939.250000
	Iteration 30Q: 3 clusters Score -2448518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2448533.750000 Penalty: 4939.250000
	Iteration 31Q: 3 clusters Score -2448534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2448539.500000 Penalty: 4939.250000
	Iteration 32Q: 3 clusters Score -2448540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2448543.000000 Penalty: 4939.250000
	Iteration 33Q: 3 clusters Score -2448543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2448556.500000 Penalty: 4939.250000
	Iteration 34Q: 3 clusters Score -2448556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2448575.750000 Penalty: 4939.250000
	Iteration 35Q: 3 clusters Score -2448576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2448586.250000 Penalty: 4939.250000
	Iteration 36Q: 3 clusters Score -2448586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2448596.250000 Penalty: 4939.250000
	Iteration 37Q: 3 clusters Score -2448596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2448615.750000 Penalty: 4939.250000
	Iteration 38Q: 3 clusters Score -2448616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2448620.500000 Penalty: 4939.250000
	Iteration 39Q: 3 clusters Score -2448620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2448639.500000 Penalty: 4939.250000
	Iteration 40F: 3 clusters Score -2448640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2448649.750000 Penalty: 4939.250000
	Iteration 41Q: 3 clusters Score -2448650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2448660.250000 Penalty: 4939.250000
	Iteration 42Q: 3 clusters Score -2448660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2448669.250000 Penalty: 4939.250000
	Iteration 43Q: 3 clusters Score -2448669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2448682.500000 Penalty: 4939.250000
	Iteration 44Q: 3 clusters Score -2448682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2448696.500000 Penalty: 4939.250000
	Iteration 45Q: 3 clusters Score -2448696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2448706.750000 Penalty: 4939.250000
	Iteration 46Q: 3 clusters Score -2448707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2448719.500000 Penalty: 4939.250000
	Iteration 47Q: 3 clusters Score -2448720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2448726.750000 Penalty: 4939.250000
	Iteration 48Q: 3 clusters Score -2448727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2448729.500000 Penalty: 4939.250000
	Iteration 49Q: 3 clusters Score -2448730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2448739.000000 Penalty: 4939.250000
	Iteration 50Q: 3 clusters Score -2448739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2448747.750000 Penalty: 4939.250000
	Iteration 51Q: 3 clusters Score -2448748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2448756.500000 Penalty: 4939.250000
	Iteration 52Q: 3 clusters Score -2448756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2448755.500000 Penalty: 4939.250000
	Iteration 53Q: 3 clusters Score -2448756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2448768.250000 Penalty: 4939.250000
	Iteration 54Q: 3 clusters Score -2448768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2448774.000000 Penalty: 4939.250000
	Iteration 55Q: 3 clusters Score -2448774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2448783.500000 Penalty: 4939.250000
	Iteration 56Q: 3 clusters Score -2448784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2448790.750000 Penalty: 4939.250000
	Iteration 57Q: 3 clusters Score -2448791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2448790.500000 Penalty: 4939.250000
	Iteration 58Q: 3 clusters Score -2448790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2448796.000000 Penalty: 4939.250000
	Iteration 59Q: 3 clusters Score -2448796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2448800.250000 Penalty: 4939.250000
	Iteration 60F: 3 clusters Score -2448800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2448814.250000 Penalty: 4939.250000
	Iteration 61Q: 3 clusters Score -2448814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2448829.250000 Penalty: 4939.250000
	Iteration 62Q: 3 clusters Score -2448829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2448837.250000 Penalty: 4939.250000
	Iteration 63Q: 3 clusters Score -2448837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2448840.500000 Penalty: 4939.250000
	Iteration 64Q: 3 clusters Score -2448840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2448856.000000 Penalty: 4939.250000
	Iteration 65Q: 3 clusters Score -2448856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2448862.250000 Penalty: 4939.250000
	Iteration 66Q: 3 clusters Score -2448862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2448866.250000 Penalty: 4939.250000
	Iteration 67Q: 3 clusters Score -2448866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2448885.750000 Penalty: 4939.250000
	Iteration 68Q: 3 clusters Score -2448886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2448898.500000 Penalty: 4939.250000
	Iteration 69Q: 3 clusters Score -2448898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2448901.250000 Penalty: 4939.250000
	Iteration 70Q: 3 clusters Score -2448901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2448914.500000 Penalty: 4939.250000
	Iteration 71Q: 3 clusters Score -2448914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2448929.250000 Penalty: 4939.250000
	Iteration 72Q: 3 clusters Score -2448929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2448946.000000 Penalty: 4939.250000
	Iteration 73Q: 3 clusters Score -2448946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2448970.250000 Penalty: 4939.250000
	Iteration 74Q: 3 clusters Score -2448970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2448982.750000 Penalty: 4939.250000
	Iteration 75Q: 3 clusters Score -2448983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2448983.750000 Penalty: 4939.250000
	Iteration 76Q: 3 clusters Score -2448984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2448989.500000 Penalty: 4939.250000
	Iteration 77Q: 3 clusters Score -2448990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2448999.000000 Penalty: 4939.250000
	Iteration 78Q: 3 clusters Score -2448999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2449002.000000 Penalty: 4939.250000
	Iteration 79Q: 3 clusters Score -2449002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2449004.750000 Penalty: 4939.250000
	Iteration 80F: 3 clusters Score -2449005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2449004.250000 Penalty: 4939.250000
	Iteration 81Q: 3 clusters Score -2449004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2449009.500000 Penalty: 4939.250000
	Iteration 82Q: 3 clusters Score -2449010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2449012.250000 Penalty: 4939.250000
	Iteration 83Q: 3 clusters Score -2449012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2449009.500000 Penalty: 4939.250000
	Iteration 84Q: 3 clusters Score -2449010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2449016.000000 Penalty: 4939.250000
	Iteration 85Q: 3 clusters Score -2449016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2449014.250000 Penalty: 4939.250000
	Iteration 86Q: 3 clusters Score -2449014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2449021.500000 Penalty: 4939.250000
	Iteration 87Q: 3 clusters Score -2449022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2449028.000000 Penalty: 4939.250000
	Iteration 88Q: 3 clusters Score -2449028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2449029.000000 Penalty: 4939.250000
	Iteration 89Q: 3 clusters Score -2449029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2449031.000000 Penalty: 4939.250000
	Iteration 90Q: 3 clusters Score -2449031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2449038.000000 Penalty: 4939.250000
	Iteration 91Q: 3 clusters Score -2449038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2449035.750000 Penalty: 4939.250000
	Iteration 92Q: 3 clusters Score -2449036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2449046.500000 Penalty: 4939.250000
	Iteration 93Q: 3 clusters Score -2449046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2449048.500000 Penalty: 4939.250000
	Iteration 94Q: 3 clusters Score -2449048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2449050.250000 Penalty: 4939.250000
	Iteration 95Q: 3 clusters Score -2449050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2449057.500000 Penalty: 4939.250000
	Iteration 96Q: 3 clusters Score -2449058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2449061.250000 Penalty: 4939.250000
	Iteration 97Q: 3 clusters Score -2449061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2449062.750000 Penalty: 4939.250000
	Iteration 98Q: 3 clusters Score -2449063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2449061.750000 Penalty: 4939.250000
	Iteration 99Q: 3 clusters Score -2449062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2449063.750000 Penalty: 4939.250000
	Iteration 100F: 3 clusters Score -2449064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2449065.750000 Penalty: 4939.250000
	Iteration 101Q: 3 clusters Score -2449066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2449062.250000 Penalty: 4939.250000
	Iteration 102Q: 3 clusters Score -2449062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2449060.750000 Penalty: 4939.250000
	Iteration 103Q: 3 clusters Score -2449061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2449060.750000 Penalty: 4939.250000
	Iteration 104F: 3 clusters Score -2449061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -97120.757812 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -97120.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95267.742188 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -95267.74 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95548.312500 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -95548.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95641.015625 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -95641.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95686.093750 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -95686.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95708.062500 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -95708.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95727.179688 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -95727.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95736.414062 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -95736.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95744.093750 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -95744.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95757.335938 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -95757.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95771.414062 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -95771.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95789.703125 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -95789.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95805.281250 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -95805.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95823.703125 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -95823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95842.210938 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -95842.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95853.968750 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -95853.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95864.031250 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -95864.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95866.617188 Penalty: 3362.277344
	Iteration 16Q: 3 clusters Score -95866.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95868.898438 Penalty: 3362.277344
	Iteration 17Q: 3 clusters Score -95868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95869.359375 Penalty: 3362.277344
	Iteration 18Q: 3 clusters Score -95869.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95869.359375 Penalty: 3362.277344
	Iteration 19F: 3 clusters Score -95869.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -383065.750000 Penalty: 2024.586792
	Iteration 0F: 2 clusters Score -383065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -379495.218750 Penalty: 4049.173584
	Iteration 0F: 3 clusters Score -379495.2 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -380312.968750 Penalty: 4049.173584
	Iteration 1F: 3 clusters Score -380313 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -380508.937500 Penalty: 4049.173584
	Iteration 2F: 3 clusters Score -380508.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -380650.500000 Penalty: 4049.173584
	Iteration 3F: 3 clusters Score -380650.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -380758.093750 Penalty: 4049.173584
	Iteration 4Q: 3 clusters Score -380758.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -380836.750000 Penalty: 4049.173584
	Iteration 5Q: 3 clusters Score -380836.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -380894.343750 Penalty: 4049.173584
	Iteration 6Q: 3 clusters Score -380894.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -380946.562500 Penalty: 4049.173584
	Iteration 7Q: 3 clusters Score -380946.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380980.625000 Penalty: 4049.173584
	Iteration 8Q: 3 clusters Score -380980.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -381009.906250 Penalty: 4049.173584
	Iteration 9Q: 3 clusters Score -381009.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -381032.593750 Penalty: 4049.173584
	Iteration 10Q: 3 clusters Score -381032.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -381050.000000 Penalty: 4049.173584
	Iteration 11Q: 3 clusters Score -381050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -381073.343750 Penalty: 4049.173584
	Iteration 12Q: 3 clusters Score -381073.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -381101.250000 Penalty: 4049.173584
	Iteration 13Q: 3 clusters Score -381101.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -381126.687500 Penalty: 4049.173584
	Iteration 14Q: 3 clusters Score -381126.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -381156.062500 Penalty: 4049.173584
	Iteration 15Q: 3 clusters Score -381156.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -381195.625000 Penalty: 4049.173584
	Iteration 16Q: 3 clusters Score -381195.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -381228.562500 Penalty: 4049.173584
	Iteration 17Q: 3 clusters Score -381228.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -381260.156250 Penalty: 4049.173584
	Iteration 18Q: 3 clusters Score -381260.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -381293.500000 Penalty: 4049.173584
	Iteration 19Q: 3 clusters Score -381293.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -381327.656250 Penalty: 4049.173584
	Iteration 20F: 3 clusters Score -381327.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -381354.125000 Penalty: 4049.173584
	Iteration 21Q: 3 clusters Score -381354.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -381374.281250 Penalty: 4049.173584
	Iteration 22Q: 3 clusters Score -381374.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -381393.468750 Penalty: 4049.173584
	Iteration 23Q: 3 clusters Score -381393.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -381411.312500 Penalty: 4049.173584
	Iteration 24Q: 3 clusters Score -381411.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -381429.781250 Penalty: 4049.173584
	Iteration 25Q: 3 clusters Score -381429.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -381450.593750 Penalty: 4049.173584
	Iteration 26Q: 3 clusters Score -381450.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -381462.000000 Penalty: 4049.173584
	Iteration 27Q: 3 clusters Score -381462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -381469.250000 Penalty: 4049.173584
	Iteration 28Q: 3 clusters Score -381469.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -381476.937500 Penalty: 4049.173584
	Iteration 29Q: 3 clusters Score -381476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -381485.812500 Penalty: 4049.173584
	Iteration 30Q: 3 clusters Score -381485.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -381493.968750 Penalty: 4049.173584
	Iteration 31Q: 3 clusters Score -381494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -381499.500000 Penalty: 4049.173584
	Iteration 32Q: 3 clusters Score -381499.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -381509.281250 Penalty: 4049.173584
	Iteration 33Q: 3 clusters Score -381509.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -381519.593750 Penalty: 4049.173584
	Iteration 34Q: 3 clusters Score -381519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -381523.093750 Penalty: 4049.173584
	Iteration 35Q: 3 clusters Score -381523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -381525.031250 Penalty: 4049.173584
	Iteration 36Q: 3 clusters Score -381525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -381526.031250 Penalty: 4049.173584
	Iteration 37Q: 3 clusters Score -381526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -381528.437500 Penalty: 4049.173584
	Iteration 38Q: 3 clusters Score -381528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -381532.187500 Penalty: 4049.173584
	Iteration 39Q: 3 clusters Score -381532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -381532.468750 Penalty: 4049.173584
	Iteration 40F: 3 clusters Score -381532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Entering Unmasked Estep 
Score: -1210320.500000 Penalty: 2295.483643
	Iteration 0F: 2 clusters Score -1210320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1202350.625000 Penalty: 4590.967285
	Iteration 0F: 3 clusters Score -1202351 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1204621.750000 Penalty: 4590.967285
	Iteration 1F: 3 clusters Score -1204622 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1204950.500000 Penalty: 4590.967285
	Iteration 2F: 3 clusters Score -1204950 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1205208.750000 Penalty: 4590.967285
	Iteration 3F: 3 clusters Score -1205209 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1205427.500000 Penalty: 4590.967285
	Iteration 4Q: 3 clusters Score -1205428 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1205601.625000 Penalty: 4590.967285
	Iteration 5Q: 3 clusters Score -1205602 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1205790.625000 Penalty: 4590.967285
	Iteration 6Q: 3 clusters Score -1205791 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1205954.500000 Penalty: 4590.967285
	Iteration 7Q: 3 clusters Score -1205954 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1206103.750000 Penalty: 4590.967285
	Iteration 8Q: 3 clusters Score -1206104 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1206251.250000 Penalty: 4590.967285
	Iteration 9Q: 3 clusters Score -1206251 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1206392.500000 Penalty: 4590.967285
	Iteration 10Q: 3 clusters Score -1206392 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1206507.000000 Penalty: 4590.967285
	Iteration 11Q: 3 clusters Score -1206507 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1206619.875000 Penalty: 4590.967285
	Iteration 12Q: 3 clusters Score -1206620 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1206747.500000 Penalty: 4590.967285
	Iteration 13Q: 3 clusters Score -1206748 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1206868.500000 Penalty: 4590.967285
	Iteration 14Q: 3 clusters Score -1206868 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1206976.375000 Penalty: 4590.967285
	Iteration 15Q: 3 clusters Score -1206976 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1207097.000000 Penalty: 4590.967285
	Iteration 16Q: 3 clusters Score -1207097 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1207241.750000 Penalty: 4590.967285
	Iteration 17Q: 3 clusters Score -1207242 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1207382.250000 Penalty: 4590.967285
	Iteration 18Q: 3 clusters Score -1207382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1207530.375000 Penalty: 4590.967285
	Iteration 19Q: 3 clusters Score -1207530 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1207695.750000 Penalty: 4590.967285
	Iteration 20F: 3 clusters Score -1207696 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1207838.500000 Penalty: 4590.967285
	Iteration 21Q: 3 clusters Score -1207838 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1207976.625000 Penalty: 4590.967285
	Iteration 22Q: 3 clusters Score -1207977 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1208106.000000 Penalty: 4590.967285
	Iteration 23Q: 3 clusters Score -1208106 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1208231.875000 Penalty: 4590.967285
	Iteration 24Q: 3 clusters Score -1208232 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1208380.250000 Penalty: 4590.967285
	Iteration 25Q: 3 clusters Score -1208380 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1208552.000000 Penalty: 4590.967285
	Iteration 26Q: 3 clusters Score -1208552 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1208674.375000 Penalty: 4590.967285
	Iteration 27Q: 3 clusters Score -1208674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1208756.875000 Penalty: 4590.967285
	Iteration 28Q: 3 clusters Score -1208757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1208811.500000 Penalty: 4590.967285
	Iteration 29Q: 3 clusters Score -1208812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1208842.750000 Penalty: 4590.967285
	Iteration 30Q: 3 clusters Score -1208843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1208861.250000 Penalty: 4590.967285
	Iteration 31Q: 3 clusters Score -1208861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1208870.250000 Penalty: 4590.967285
	Iteration 32Q: 3 clusters Score -1208870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1208876.625000 Penalty: 4590.967285
	Iteration 33Q: 3 clusters Score -1208877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1208885.875000 Penalty: 4590.967285
	Iteration 34Q: 3 clusters Score -1208886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1208896.125000 Penalty: 4590.967285
	Iteration 35Q: 3 clusters Score -1208896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1208900.250000 Penalty: 4590.967285
	Iteration 36Q: 3 clusters Score -1208900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1208907.750000 Penalty: 4590.967285
	Iteration 37Q: 3 clusters Score -1208908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1208910.625000 Penalty: 4590.967285
	Iteration 38Q: 3 clusters Score -1208911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1208911.625000 Penalty: 4590.967285
	Iteration 39Q: 3 clusters Score -1208912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1208913.750000 Penalty: 4590.967285
	Iteration 40F: 3 clusters Score -1208914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1208915.500000 Penalty: 4590.967285
	Iteration 41Q: 3 clusters Score -1208916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1208918.250000 Penalty: 4590.967285
	Iteration 42Q: 3 clusters Score -1208918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1208917.125000 Penalty: 4590.967285
	Iteration 43Q: 3 clusters Score -1208917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1208916.500000 Penalty: 4590.967285
	Iteration 44Q: 3 clusters Score -1208916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1208917.750000 Penalty: 4590.967285
	Iteration 45Q: 3 clusters Score -1208918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1208916.500000 Penalty: 4590.967285
	Iteration 46Q: 3 clusters Score -1208916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1208916.750000 Penalty: 4590.967285
	Iteration 47Q: 3 clusters Score -1208917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1208917.500000 Penalty: 4590.967285
	Iteration 48Q: 3 clusters Score -1208918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1208921.750000 Penalty: 4590.967285
	Iteration 49Q: 3 clusters Score -1208922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1208919.625000 Penalty: 4590.967285
	Iteration 50Q: 3 clusters Score -1208920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1208922.375000 Penalty: 4590.967285
	Iteration 51Q: 3 clusters Score -1208922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1208921.250000 Penalty: 4590.967285
	Iteration 52Q: 3 clusters Score -1208921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1208920.875000 Penalty: 4590.967285
	Iteration 53Q: 3 clusters Score -1208921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1208920.875000 Penalty: 4590.967285
	Iteration 54Q: 3 clusters Score -1208921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1208920.875000 Penalty: 4590.967285
	Iteration 55F: 3 clusters Score -1208921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -18286.267578 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18286.27 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 91 members 
Entering Unmasked Estep 
Score: -17190.183594 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17190.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17228.363281 Penalty: 2586.608154
	Iteration 1Q: 3 clusters Score -17228.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17239.494141 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17239.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17239.494141 Penalty: 2586.608154
	Iteration 3F: 3 clusters Score -17239.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Entering Unmasked Estep 
Score: -777989.187500 Penalty: 2174.991699
	Iteration 0F: 2 clusters Score -777989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -772600.062500 Penalty: 4349.983398
	Iteration 0F: 3 clusters Score -772600.1 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -773960.937500 Penalty: 4349.983398
	Iteration 1F: 3 clusters Score -773960.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -774198.500000 Penalty: 4349.983398
	Iteration 2F: 3 clusters Score -774198.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -774341.312500 Penalty: 4349.983398
	Iteration 3F: 3 clusters Score -774341.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -774443.437500 Penalty: 4349.983398
	Iteration 4Q: 3 clusters Score -774443.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -774518.937500 Penalty: 4349.983398
	Iteration 5Q: 3 clusters Score -774518.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -774590.312500 Penalty: 4349.983398
	Iteration 6Q: 3 clusters Score -774590.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -774650.750000 Penalty: 4349.983398
	Iteration 7Q: 3 clusters Score -774650.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -774702.312500 Penalty: 4349.983398
	Iteration 8Q: 3 clusters Score -774702.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -774743.937500 Penalty: 4349.983398
	Iteration 9Q: 3 clusters Score -774743.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -774784.375000 Penalty: 4349.983398
	Iteration 10Q: 3 clusters Score -774784.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -774832.500000 Penalty: 4349.983398
	Iteration 11Q: 3 clusters Score -774832.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -774870.375000 Penalty: 4349.983398
	Iteration 12Q: 3 clusters Score -774870.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -774911.312500 Penalty: 4349.983398
	Iteration 13Q: 3 clusters Score -774911.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -774953.187500 Penalty: 4349.983398
	Iteration 14Q: 3 clusters Score -774953.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -774995.562500 Penalty: 4349.983398
	Iteration 15Q: 3 clusters Score -774995.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -775043.750000 Penalty: 4349.983398
	Iteration 16Q: 3 clusters Score -775043.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -775102.250000 Penalty: 4349.983398
	Iteration 17Q: 3 clusters Score -775102.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -775179.000000 Penalty: 4349.983398
	Iteration 18Q: 3 clusters Score -775179 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -775262.562500 Penalty: 4349.983398
	Iteration 19Q: 3 clusters Score -775262.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -775351.687500 Penalty: 4349.983398
	Iteration 20F: 3 clusters Score -775351.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -775438.187500 Penalty: 4349.983398
	Iteration 21Q: 3 clusters Score -775438.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -775511.000000 Penalty: 4349.983398
	Iteration 22Q: 3 clusters Score -775511 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -775572.187500 Penalty: 4349.983398
	Iteration 23Q: 3 clusters Score -775572.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -775630.125000 Penalty: 4349.983398
	Iteration 24Q: 3 clusters Score -775630.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -775688.000000 Penalty: 4349.983398
	Iteration 25Q: 3 clusters Score -775688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -775745.437500 Penalty: 4349.983398
	Iteration 26Q: 3 clusters Score -775745.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -775798.937500 Penalty: 4349.983398
	Iteration 27Q: 3 clusters Score -775798.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -775847.875000 Penalty: 4349.983398
	Iteration 28Q: 3 clusters Score -775847.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -775897.812500 Penalty: 4349.983398
	Iteration 29Q: 3 clusters Score -775897.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -775932.125000 Penalty: 4349.983398
	Iteration 30Q: 3 clusters Score -775932.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -775969.375000 Penalty: 4349.983398
	Iteration 31Q: 3 clusters Score -775969.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -776000.125000 Penalty: 4349.983398
	Iteration 32Q: 3 clusters Score -776000.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -776028.687500 Penalty: 4349.983398
	Iteration 33Q: 3 clusters Score -776028.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -776056.312500 Penalty: 4349.983398
	Iteration 34Q: 3 clusters Score -776056.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -776081.312500 Penalty: 4349.983398
	Iteration 35Q: 3 clusters Score -776081.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -776094.500000 Penalty: 4349.983398
	Iteration 36Q: 3 clusters Score -776094.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -776114.312500 Penalty: 4349.983398
	Iteration 37Q: 3 clusters Score -776114.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -776131.250000 Penalty: 4349.983398
	Iteration 38Q: 3 clusters Score -776131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -776147.687500 Penalty: 4349.983398
	Iteration 39Q: 3 clusters Score -776147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -776158.312500 Penalty: 4349.983398
	Iteration 40F: 3 clusters Score -776158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -776162.437500 Penalty: 4349.983398
	Iteration 41Q: 3 clusters Score -776162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -776168.062500 Penalty: 4349.983398
	Iteration 42Q: 3 clusters Score -776168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -776171.250000 Penalty: 4349.983398
	Iteration 43Q: 3 clusters Score -776171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -776176.187500 Penalty: 4349.983398
	Iteration 44Q: 3 clusters Score -776176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -776183.187500 Penalty: 4349.983398
	Iteration 45Q: 3 clusters Score -776183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -776191.250000 Penalty: 4349.983398
	Iteration 46Q: 3 clusters Score -776191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -776198.750000 Penalty: 4349.983398
	Iteration 47Q: 3 clusters Score -776198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -776205.500000 Penalty: 4349.983398
	Iteration 48Q: 3 clusters Score -776205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -776205.875000 Penalty: 4349.983398
	Iteration 49Q: 3 clusters Score -776205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -776205.500000 Penalty: 4349.983398
	Iteration 50Q: 3 clusters Score -776205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -776207.937500 Penalty: 4349.983398
	Iteration 51Q: 3 clusters Score -776207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -776209.312500 Penalty: 4349.983398
	Iteration 52Q: 3 clusters Score -776209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -776209.312500 Penalty: 4349.983398
	Iteration 53F: 3 clusters Score -776209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78436.265625 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78436.27 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 369 members 
Entering Unmasked Estep 
Score: -76737.375000 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -76737.38 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77015.250000 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77015.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -77165.156250 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77165.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77320.828125 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -77320.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -77536.953125 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -77536.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77653.234375 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -77653.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77693.289062 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -77693.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77729.179688 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -77729.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -77749.562500 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -77749.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77765.187500 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -77765.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -77776.835938 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -77776.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77792.851562 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -77792.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77806.507812 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -77806.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77810.382812 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -77810.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77818.609375 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -77818.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77818.609375 Penalty: 3272.184082
	Iteration 15F: 3 clusters Score -77818.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -62616.753906 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -62616.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61029.753906 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -61029.75 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61211.132812 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -61211.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61263.558594 Penalty: 3142.187012
	Iteration 2Q: 3 clusters Score -61263.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61281.289062 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -61281.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61296.179688 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -61296.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61315.464844 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -61315.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61322.738281 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -61322.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61324.496094 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -61324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61324.804688 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -61324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61325.425781 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -61325.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61325.425781 Penalty: 3142.187012
	Iteration 10F: 3 clusters Score -61325.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 11856 members 
Mstep: Class 3 contains 47378 members 
Mstep: Class 4 contains 79413 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 157831 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115921 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175281 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 21016 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 168579 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110400 members 
Mstep: Class 18 contains 28835 members 
Mstep: Class 19 contains 241711 members 
Mstep: Class 20 contains 26918 members 
Mstep: Class 21 contains 62321 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 10048 members 
Mstep: Class 25 contains 11987 members 
Mstep: Class 26 contains 11828 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10171 members 
Mstep: Class 29 contains 73121 members 
Mstep: Class 30 contains 38850 members 
Mstep: Class 31 contains 17334 members 
Mstep: Class 32 contains 21124 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3511 members 
Mstep: Class 35 contains 10467 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6439 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585312.000000 Penalty: 139228.281250
Iteration 199Q: 40 clusters Score -2.055853e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159463 members 
Mstep: Class 2 contains 11858 members 
Mstep: Class 3 contains 47383 members 
Mstep: Class 4 contains 79416 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 92866 members 
Mstep: Class 7 contains 157818 members 
Mstep: Class 8 contains 11677 members 
Mstep: Class 9 contains 115918 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175282 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 21009 members 
Mstep: Class 14 contains 7812 members 
Mstep: Class 15 contains 168583 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110401 members 
Mstep: Class 18 contains 28835 members 
Mstep: Class 19 contains 241703 members 
Mstep: Class 20 contains 26917 members 
Mstep: Class 21 contains 62314 members 
Mstep: Class 22 contains 18300 members 
Mstep: Class 23 contains 9497 members 
Mstep: Class 24 contains 10046 members 
Mstep: Class 25 contains 11979 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10172 members 
Mstep: Class 29 contains 73119 members 
Mstep: Class 30 contains 38861 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 21127 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3512 members 
Mstep: Class 35 contains 10467 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6441 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585360.000000 Penalty: 139228.281250
Iteration 200F: 40 clusters Score -2.055854e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 11861 members 
Mstep: Class 3 contains 47385 members 
Mstep: Class 4 contains 79417 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 92864 members 
Mstep: Class 7 contains 157806 members 
Mstep: Class 8 contains 11676 members 
Mstep: Class 9 contains 115916 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175277 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 21001 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 168585 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110400 members 
Mstep: Class 18 contains 28834 members 
Mstep: Class 19 contains 241705 members 
Mstep: Class 20 contains 26923 members 
Mstep: Class 21 contains 62307 members 
Mstep: Class 22 contains 18298 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 11964 members 
Mstep: Class 26 contains 11834 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10174 members 
Mstep: Class 29 contains 73115 members 
Mstep: Class 30 contains 38877 members 
Mstep: Class 31 contains 17325 members 
Mstep: Class 32 contains 21130 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3513 members 
Mstep: Class 35 contains 10467 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6442 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585424.000000 Penalty: 139228.281250
Iteration 201Q: 40 clusters Score -2.055854e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 11862 members 
Mstep: Class 3 contains 47387 members 
Mstep: Class 4 contains 79418 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 157791 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115912 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175270 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 20994 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 168581 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110396 members 
Mstep: Class 18 contains 28837 members 
Mstep: Class 19 contains 241700 members 
Mstep: Class 20 contains 26927 members 
Mstep: Class 21 contains 62304 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 11967 members 
Mstep: Class 26 contains 11839 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10176 members 
Mstep: Class 29 contains 73113 members 
Mstep: Class 30 contains 38885 members 
Mstep: Class 31 contains 17326 members 
Mstep: Class 32 contains 21134 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 3513 members 
Mstep: Class 35 contains 10468 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6444 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585296.000000 Penalty: 139228.281250
Iteration 202Q: 40 clusters Score -2.055853e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 47388 members 
Mstep: Class 4 contains 79417 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 92861 members 
Mstep: Class 7 contains 157779 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 115911 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175266 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 20992 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 168575 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110398 members 
Mstep: Class 18 contains 28835 members 
Mstep: Class 19 contains 241700 members 
Mstep: Class 20 contains 26929 members 
Mstep: Class 21 contains 62299 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 10048 members 
Mstep: Class 25 contains 11969 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10177 members 
Mstep: Class 29 contains 73112 members 
Mstep: Class 30 contains 38891 members 
Mstep: Class 31 contains 17323 members 
Mstep: Class 32 contains 21137 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3514 members 
Mstep: Class 35 contains 10468 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6446 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585104.000000 Penalty: 139228.281250
Iteration 203Q: 40 clusters Score -2.055851e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 47390 members 
Mstep: Class 4 contains 79416 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 92858 members 
Mstep: Class 7 contains 157773 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 115905 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175264 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 20987 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 168571 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110401 members 
Mstep: Class 18 contains 28834 members 
Mstep: Class 19 contains 241693 members 
Mstep: Class 20 contains 26927 members 
Mstep: Class 21 contains 62296 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 10046 members 
Mstep: Class 25 contains 11972 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10181 members 
Mstep: Class 29 contains 73111 members 
Mstep: Class 30 contains 38900 members 
Mstep: Class 31 contains 17319 members 
Mstep: Class 32 contains 21139 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3514 members 
Mstep: Class 35 contains 10468 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6450 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584992.000000 Penalty: 139228.281250
Iteration 204Q: 40 clusters Score -2.05585e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 79417 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 92862 members 
Mstep: Class 7 contains 157765 members 
Mstep: Class 8 contains 11670 members 
Mstep: Class 9 contains 115907 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175259 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 20981 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168560 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110395 members 
Mstep: Class 18 contains 28831 members 
Mstep: Class 19 contains 241684 members 
Mstep: Class 20 contains 26927 members 
Mstep: Class 21 contains 62289 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 9506 members 
Mstep: Class 24 contains 10046 members 
Mstep: Class 25 contains 11977 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10184 members 
Mstep: Class 29 contains 73115 members 
Mstep: Class 30 contains 38905 members 
Mstep: Class 31 contains 17321 members 
Mstep: Class 32 contains 21141 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3514 members 
Mstep: Class 35 contains 10468 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6458 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585024.000000 Penalty: 139228.281250
Iteration 205Q: 40 clusters Score -2.05585e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 11865 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 79419 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 92864 members 
Mstep: Class 7 contains 157748 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 9 contains 115904 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175259 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 20969 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168555 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110391 members 
Mstep: Class 18 contains 28830 members 
Mstep: Class 19 contains 241677 members 
Mstep: Class 20 contains 26924 members 
Mstep: Class 21 contains 62287 members 
Mstep: Class 22 contains 18291 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 11980 members 
Mstep: Class 26 contains 11849 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10185 members 
Mstep: Class 29 contains 73113 members 
Mstep: Class 30 contains 38914 members 
Mstep: Class 31 contains 17322 members 
Mstep: Class 32 contains 21141 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3514 members 
Mstep: Class 35 contains 10469 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6466 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585056.000000 Penalty: 139228.281250
Iteration 206Q: 40 clusters Score -2.055851e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 47393 members 
Mstep: Class 4 contains 79421 members 
Mstep: Class 5 contains 8322 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 157734 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 9 contains 115901 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175256 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 20964 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168553 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110388 members 
Mstep: Class 18 contains 28828 members 
Mstep: Class 19 contains 241667 members 
Mstep: Class 20 contains 26921 members 
Mstep: Class 21 contains 62285 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 9518 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 11984 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10184 members 
Mstep: Class 29 contains 73116 members 
Mstep: Class 30 contains 38918 members 
Mstep: Class 31 contains 17321 members 
Mstep: Class 32 contains 21142 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3514 members 
Mstep: Class 35 contains 10470 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6474 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585216.000000 Penalty: 139228.281250
Iteration 207Q: 40 clusters Score -2.055852e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159551 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 47393 members 
Mstep: Class 4 contains 79420 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 92859 members 
Mstep: Class 7 contains 157729 members 
Mstep: Class 8 contains 11663 members 
Mstep: Class 9 contains 115903 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175254 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 20958 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168548 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110389 members 
Mstep: Class 18 contains 28828 members 
Mstep: Class 19 contains 241661 members 
Mstep: Class 20 contains 26918 members 
Mstep: Class 21 contains 62281 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10048 members 
Mstep: Class 25 contains 11984 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10185 members 
Mstep: Class 29 contains 73115 members 
Mstep: Class 30 contains 38918 members 
Mstep: Class 31 contains 17319 members 
Mstep: Class 32 contains 21146 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3514 members 
Mstep: Class 35 contains 10470 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6484 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584736.000000 Penalty: 139228.281250
Iteration 208Q: 40 clusters Score -2.055847e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159554 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 47394 members 
Mstep: Class 4 contains 79423 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 92858 members 
Mstep: Class 7 contains 157723 members 
Mstep: Class 8 contains 11659 members 
Mstep: Class 9 contains 115908 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175252 members 
Mstep: Class 12 contains 7281 members 
Mstep: Class 13 contains 20954 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168536 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110388 members 
Mstep: Class 18 contains 28826 members 
Mstep: Class 19 contains 241650 members 
Mstep: Class 20 contains 26915 members 
Mstep: Class 21 contains 62278 members 
Mstep: Class 22 contains 18301 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 10050 members 
Mstep: Class 25 contains 11987 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10186 members 
Mstep: Class 29 contains 73117 members 
Mstep: Class 30 contains 38925 members 
Mstep: Class 31 contains 17315 members 
Mstep: Class 32 contains 21149 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3515 members 
Mstep: Class 35 contains 10472 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6494 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584864.000000 Penalty: 139228.281250
Iteration 209Q: 40 clusters Score -2.055849e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 47396 members 
Mstep: Class 4 contains 79421 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 92858 members 
Mstep: Class 7 contains 157717 members 
Mstep: Class 8 contains 11656 members 
Mstep: Class 9 contains 115909 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175250 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20945 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168528 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110386 members 
Mstep: Class 18 contains 28825 members 
Mstep: Class 19 contains 241648 members 
Mstep: Class 20 contains 26914 members 
Mstep: Class 21 contains 62275 members 
Mstep: Class 22 contains 18298 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 10052 members 
Mstep: Class 25 contains 11990 members 
Mstep: Class 26 contains 11855 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10188 members 
Mstep: Class 29 contains 73117 members 
Mstep: Class 30 contains 38927 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 21151 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3517 members 
Mstep: Class 35 contains 10472 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6507 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584736.000000 Penalty: 139228.281250
Iteration 210Q: 40 clusters Score -2.055847e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 47398 members 
Mstep: Class 4 contains 79421 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 157716 members 
Mstep: Class 8 contains 11654 members 
Mstep: Class 9 contains 115907 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 175250 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20939 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168524 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110386 members 
Mstep: Class 18 contains 28823 members 
Mstep: Class 19 contains 241646 members 
Mstep: Class 20 contains 26910 members 
Mstep: Class 21 contains 62273 members 
Mstep: Class 22 contains 18298 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 10052 members 
Mstep: Class 25 contains 11993 members 
Mstep: Class 26 contains 11856 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10187 members 
Mstep: Class 29 contains 73120 members 
Mstep: Class 30 contains 38931 members 
Mstep: Class 31 contains 17314 members 
Mstep: Class 32 contains 21154 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3520 members 
Mstep: Class 35 contains 10471 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6514 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584816.000000 Penalty: 139228.281250
Iteration 211Q: 40 clusters Score -2.055848e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47401 members 
Mstep: Class 4 contains 79421 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 92853 members 
Mstep: Class 7 contains 157711 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 115905 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175248 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20936 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 168517 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110386 members 
Mstep: Class 18 contains 28816 members 
Mstep: Class 19 contains 241649 members 
Mstep: Class 20 contains 26908 members 
Mstep: Class 21 contains 62273 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 10054 members 
Mstep: Class 25 contains 11996 members 
Mstep: Class 26 contains 11854 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10188 members 
Mstep: Class 29 contains 73122 members 
Mstep: Class 30 contains 38933 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 21158 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3523 members 
Mstep: Class 35 contains 10468 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6519 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584992.000000 Penalty: 139228.281250
Iteration 212Q: 40 clusters Score -2.05585e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 79422 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 157701 members 
Mstep: Class 8 contains 11652 members 
Mstep: Class 9 contains 115905 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175245 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 168513 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110384 members 
Mstep: Class 18 contains 28808 members 
Mstep: Class 19 contains 241653 members 
Mstep: Class 20 contains 26907 members 
Mstep: Class 21 contains 62273 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 9519 members 
Mstep: Class 24 contains 10058 members 
Mstep: Class 25 contains 11997 members 
Mstep: Class 26 contains 11855 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10188 members 
Mstep: Class 29 contains 73121 members 
Mstep: Class 30 contains 38934 members 
Mstep: Class 31 contains 17306 members 
Mstep: Class 32 contains 21162 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3526 members 
Mstep: Class 35 contains 10468 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6520 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585216.000000 Penalty: 139228.281250
Iteration 213Q: 40 clusters Score -2.055852e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159572 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 79425 members 
Mstep: Class 5 contains 8369 members 
Mstep: Class 6 contains 92859 members 
Mstep: Class 7 contains 157688 members 
Mstep: Class 8 contains 11651 members 
Mstep: Class 9 contains 115908 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175244 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110381 members 
Mstep: Class 18 contains 28806 members 
Mstep: Class 19 contains 241644 members 
Mstep: Class 20 contains 26904 members 
Mstep: Class 21 contains 62277 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 10059 members 
Mstep: Class 25 contains 12000 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10188 members 
Mstep: Class 29 contains 73120 members 
Mstep: Class 30 contains 38937 members 
Mstep: Class 31 contains 17309 members 
Mstep: Class 32 contains 21163 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3527 members 
Mstep: Class 35 contains 10467 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6520 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585184.000000 Penalty: 139228.281250
Iteration 214Q: 40 clusters Score -2.055852e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159584 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 79427 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 92859 members 
Mstep: Class 7 contains 157672 members 
Mstep: Class 8 contains 11648 members 
Mstep: Class 9 contains 115911 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175242 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20931 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 168511 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110380 members 
Mstep: Class 18 contains 28806 members 
Mstep: Class 19 contains 241642 members 
Mstep: Class 20 contains 26900 members 
Mstep: Class 21 contains 62278 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 10059 members 
Mstep: Class 25 contains 12002 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10187 members 
Mstep: Class 29 contains 73122 members 
Mstep: Class 30 contains 38939 members 
Mstep: Class 31 contains 17309 members 
Mstep: Class 32 contains 21164 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3527 members 
Mstep: Class 35 contains 10469 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6522 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585120.000000 Penalty: 139228.281250
Iteration 215Q: 40 clusters Score -2.055851e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47403 members 
Mstep: Class 4 contains 79428 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 92858 members 
Mstep: Class 7 contains 157656 members 
Mstep: Class 8 contains 11643 members 
Mstep: Class 9 contains 115913 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175241 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20930 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 168508 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110378 members 
Mstep: Class 18 contains 28806 members 
Mstep: Class 19 contains 241635 members 
Mstep: Class 20 contains 26898 members 
Mstep: Class 21 contains 62278 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 10060 members 
Mstep: Class 25 contains 12002 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10187 members 
Mstep: Class 29 contains 73123 members 
Mstep: Class 30 contains 38939 members 
Mstep: Class 31 contains 17311 members 
Mstep: Class 32 contains 21165 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3527 members 
Mstep: Class 35 contains 10471 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6527 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585120.000000 Penalty: 139228.281250
Iteration 216Q: 40 clusters Score -2.055851e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159614 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47403 members 
Mstep: Class 4 contains 79429 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 92853 members 
Mstep: Class 7 contains 157642 members 
Mstep: Class 8 contains 11635 members 
Mstep: Class 9 contains 115916 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175242 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20929 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 168506 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110382 members 
Mstep: Class 18 contains 28806 members 
Mstep: Class 19 contains 241624 members 
Mstep: Class 20 contains 26892 members 
Mstep: Class 21 contains 62280 members 
Mstep: Class 22 contains 18298 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 10064 members 
Mstep: Class 25 contains 12004 members 
Mstep: Class 26 contains 11854 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10188 members 
Mstep: Class 29 contains 73125 members 
Mstep: Class 30 contains 38940 members 
Mstep: Class 31 contains 17309 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3527 members 
Mstep: Class 35 contains 10471 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6535 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585072.000000 Penalty: 139228.281250
Iteration 217Q: 40 clusters Score -2.055851e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 79430 members 
Mstep: Class 5 contains 8386 members 
Mstep: Class 6 contains 92848 members 
Mstep: Class 7 contains 157631 members 
Mstep: Class 8 contains 11635 members 
Mstep: Class 9 contains 115916 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175242 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20925 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168501 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110382 members 
Mstep: Class 18 contains 28808 members 
Mstep: Class 19 contains 241620 members 
Mstep: Class 20 contains 26887 members 
Mstep: Class 21 contains 62281 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 9518 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 12004 members 
Mstep: Class 26 contains 11854 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10189 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38942 members 
Mstep: Class 31 contains 17305 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3527 members 
Mstep: Class 35 contains 10471 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6538 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585200.000000 Penalty: 139228.281250
Iteration 218Q: 40 clusters Score -2.055852e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159646 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 79433 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 6 contains 92848 members 
Mstep: Class 7 contains 157618 members 
Mstep: Class 8 contains 11631 members 
Mstep: Class 9 contains 115918 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175243 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20923 members 
Mstep: Class 14 contains 7821 members 
Mstep: Class 15 contains 168494 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110381 members 
Mstep: Class 18 contains 28808 members 
Mstep: Class 19 contains 241619 members 
Mstep: Class 20 contains 26884 members 
Mstep: Class 21 contains 62281 members 
Mstep: Class 22 contains 18296 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38944 members 
Mstep: Class 31 contains 17300 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3528 members 
Mstep: Class 35 contains 10470 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6542 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585008.000000 Penalty: 139228.281250
Iteration 219Q: 40 clusters Score -2.05585e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 47407 members 
Mstep: Class 4 contains 79434 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 6 contains 92852 members 
Mstep: Class 7 contains 157595 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 115917 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175240 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20922 members 
Mstep: Class 14 contains 7821 members 
Mstep: Class 15 contains 168492 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110375 members 
Mstep: Class 18 contains 28808 members 
Mstep: Class 19 contains 241617 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62283 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 12007 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10195 members 
Mstep: Class 29 contains 73131 members 
Mstep: Class 30 contains 38946 members 
Mstep: Class 31 contains 17296 members 
Mstep: Class 32 contains 21170 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3528 members 
Mstep: Class 35 contains 10471 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6546 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584992.000000 Penalty: 139228.281250
Iteration 220F: 40 clusters Score -2.05585e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159673 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 47408 members 
Mstep: Class 4 contains 79436 members 
Mstep: Class 5 contains 8385 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 157582 members 
Mstep: Class 8 contains 11628 members 
Mstep: Class 9 contains 115916 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175238 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20922 members 
Mstep: Class 14 contains 7821 members 
Mstep: Class 15 contains 168484 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110374 members 
Mstep: Class 18 contains 28807 members 
Mstep: Class 19 contains 241616 members 
Mstep: Class 20 contains 26880 members 
Mstep: Class 21 contains 62283 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10066 members 
Mstep: Class 25 contains 12011 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10201 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38950 members 
Mstep: Class 31 contains 17294 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3528 members 
Mstep: Class 35 contains 10472 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6550 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585056.000000 Penalty: 139228.281250
Iteration 221Q: 40 clusters Score -2.055851e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 47409 members 
Mstep: Class 4 contains 79434 members 
Mstep: Class 5 contains 8385 members 
Mstep: Class 6 contains 92852 members 
Mstep: Class 7 contains 157581 members 
Mstep: Class 8 contains 11628 members 
Mstep: Class 9 contains 115917 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175236 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20922 members 
Mstep: Class 14 contains 7820 members 
Mstep: Class 15 contains 168485 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110375 members 
Mstep: Class 18 contains 28807 members 
Mstep: Class 19 contains 241614 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 62280 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10068 members 
Mstep: Class 25 contains 12011 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10205 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38956 members 
Mstep: Class 31 contains 17294 members 
Mstep: Class 32 contains 21167 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3528 members 
Mstep: Class 35 contains 10473 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6549 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584880.000000 Penalty: 139228.281250
Iteration 222Q: 40 clusters Score -2.055849e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47410 members 
Mstep: Class 4 contains 79433 members 
Mstep: Class 5 contains 8386 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 157574 members 
Mstep: Class 8 contains 11629 members 
Mstep: Class 9 contains 115915 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175236 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20920 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168483 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110374 members 
Mstep: Class 18 contains 28806 members 
Mstep: Class 19 contains 241611 members 
Mstep: Class 20 contains 26874 members 
Mstep: Class 21 contains 62280 members 
Mstep: Class 22 contains 18296 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 12012 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10208 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38960 members 
Mstep: Class 31 contains 17294 members 
Mstep: Class 32 contains 21167 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3528 members 
Mstep: Class 35 contains 10473 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6552 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584928.000000 Penalty: 139228.281250
Iteration 223Q: 40 clusters Score -2.055849e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47410 members 
Mstep: Class 4 contains 79432 members 
Mstep: Class 5 contains 8387 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 157558 members 
Mstep: Class 8 contains 11630 members 
Mstep: Class 9 contains 115915 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175236 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20918 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168482 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110375 members 
Mstep: Class 18 contains 28805 members 
Mstep: Class 19 contains 241610 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 62284 members 
Mstep: Class 22 contains 18296 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 12011 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38962 members 
Mstep: Class 31 contains 17294 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3529 members 
Mstep: Class 35 contains 10473 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6552 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585024.000000 Penalty: 139228.281250
Iteration 224Q: 40 clusters Score -2.05585e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47410 members 
Mstep: Class 4 contains 79430 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 115916 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175236 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20916 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168481 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110375 members 
Mstep: Class 18 contains 28803 members 
Mstep: Class 19 contains 241616 members 
Mstep: Class 20 contains 26874 members 
Mstep: Class 21 contains 62282 members 
Mstep: Class 22 contains 18296 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 12011 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38963 members 
Mstep: Class 31 contains 17294 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3530 members 
Mstep: Class 35 contains 10473 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6554 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585056.000000 Penalty: 139228.281250
Iteration 225Q: 40 clusters Score -2.055851e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 47411 members 
Mstep: Class 4 contains 79431 members 
Mstep: Class 5 contains 8388 members 
Mstep: Class 6 contains 92854 members 
Mstep: Class 7 contains 157541 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 115918 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175235 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20913 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168475 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110373 members 
Mstep: Class 18 contains 28802 members 
Mstep: Class 19 contains 241618 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 62281 members 
Mstep: Class 22 contains 18298 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 12010 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38964 members 
Mstep: Class 31 contains 17294 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 3532 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6557 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585040.000000 Penalty: 139228.281250
Iteration 226Q: 40 clusters Score -2.05585e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159715 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 47412 members 
Mstep: Class 4 contains 79432 members 
Mstep: Class 5 contains 8388 members 
Mstep: Class 6 contains 92856 members 
Mstep: Class 7 contains 157533 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175235 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20909 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168474 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110369 members 
Mstep: Class 18 contains 28801 members 
Mstep: Class 19 contains 241615 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 62279 members 
Mstep: Class 22 contains 18301 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 12009 members 
Mstep: Class 26 contains 11849 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73129 members 
Mstep: Class 30 contains 38966 members 
Mstep: Class 31 contains 17293 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3533 members 
Mstep: Class 35 contains 10475 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585072.000000 Penalty: 139228.281250
Iteration 227Q: 40 clusters Score -2.055851e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 47414 members 
Mstep: Class 4 contains 79431 members 
Mstep: Class 5 contains 8388 members 
Mstep: Class 6 contains 92856 members 
Mstep: Class 7 contains 157528 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115921 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175235 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168473 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110369 members 
Mstep: Class 18 contains 28800 members 
Mstep: Class 19 contains 241610 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 62275 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 12007 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73128 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 17296 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3534 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584928.000000 Penalty: 139228.281250
Iteration 228Q: 40 clusters Score -2.055849e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47416 members 
Mstep: Class 4 contains 79433 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 92858 members 
Mstep: Class 7 contains 157516 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115926 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175235 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168473 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110368 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241602 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 62274 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 12009 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73128 members 
Mstep: Class 30 contains 38972 members 
Mstep: Class 31 contains 17297 members 
Mstep: Class 32 contains 21167 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584928.000000 Penalty: 139228.281250
Iteration 229Q: 40 clusters Score -2.055849e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47416 members 
Mstep: Class 4 contains 79433 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 92858 members 
Mstep: Class 7 contains 157506 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115926 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175236 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168474 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110368 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241603 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 62274 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 12009 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73126 members 
Mstep: Class 30 contains 38972 members 
Mstep: Class 31 contains 17296 members 
Mstep: Class 32 contains 21167 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585040.000000 Penalty: 139228.281250
Iteration 230Q: 40 clusters Score -2.05585e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159748 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47416 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 92856 members 
Mstep: Class 7 contains 157497 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115926 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175237 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20905 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168473 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110367 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241604 members 
Mstep: Class 20 contains 26877 members 
Mstep: Class 21 contains 62276 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10073 members 
Mstep: Class 25 contains 12009 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73122 members 
Mstep: Class 30 contains 38974 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21167 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585024.000000 Penalty: 139228.281250
Iteration 231Q: 40 clusters Score -2.05585e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159756 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47416 members 
Mstep: Class 4 contains 79437 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 92857 members 
Mstep: Class 7 contains 157488 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115925 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175235 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20905 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168473 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110367 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241603 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 62276 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10075 members 
Mstep: Class 25 contains 12009 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73121 members 
Mstep: Class 30 contains 38976 members 
Mstep: Class 31 contains 17299 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585008.000000 Penalty: 139228.281250
Iteration 232Q: 40 clusters Score -2.05585e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47417 members 
Mstep: Class 4 contains 79437 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 92858 members 
Mstep: Class 7 contains 157478 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115923 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175235 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168472 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110367 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241606 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 62277 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12009 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73121 members 
Mstep: Class 30 contains 38978 members 
Mstep: Class 31 contains 17299 members 
Mstep: Class 32 contains 21165 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585072.000000 Penalty: 139228.281250
Iteration 233Q: 40 clusters Score -2.055851e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47417 members 
Mstep: Class 4 contains 79437 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 92859 members 
Mstep: Class 7 contains 157468 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115923 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175234 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 168471 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110364 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241606 members 
Mstep: Class 20 contains 26873 members 
Mstep: Class 21 contains 62276 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12009 members 
Mstep: Class 26 contains 11851 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73120 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17299 members 
Mstep: Class 32 contains 21164 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585008.000000 Penalty: 139228.281250
Iteration 234Q: 40 clusters Score -2.05585e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159788 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47417 members 
Mstep: Class 4 contains 79437 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 92857 members 
Mstep: Class 7 contains 157461 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115922 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175234 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168469 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110363 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241605 members 
Mstep: Class 20 contains 26875 members 
Mstep: Class 21 contains 62275 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12008 members 
Mstep: Class 26 contains 11851 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73122 members 
Mstep: Class 30 contains 38982 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21164 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585008.000000 Penalty: 139228.281250
Iteration 235Q: 40 clusters Score -2.05585e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8395 members 
Mstep: Class 6 contains 92857 members 
Mstep: Class 7 contains 157454 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 115921 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175233 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168468 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110360 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241604 members 
Mstep: Class 20 contains 26877 members 
Mstep: Class 21 contains 62274 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12007 members 
Mstep: Class 26 contains 11851 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73126 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17297 members 
Mstep: Class 32 contains 21164 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10475 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584992.000000 Penalty: 139228.281250
Iteration 236Q: 40 clusters Score -2.05585e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47419 members 
Mstep: Class 4 contains 79434 members 
Mstep: Class 5 contains 8396 members 
Mstep: Class 6 contains 92862 members 
Mstep: Class 7 contains 157448 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175232 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20905 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168465 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110359 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241603 members 
Mstep: Class 20 contains 26879 members 
Mstep: Class 21 contains 62271 members 
Mstep: Class 22 contains 18303 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12004 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73132 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21164 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10475 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584880.000000 Penalty: 139228.281250
Iteration 237Q: 40 clusters Score -2.055849e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47421 members 
Mstep: Class 4 contains 79433 members 
Mstep: Class 5 contains 8396 members 
Mstep: Class 6 contains 92864 members 
Mstep: Class 7 contains 157442 members 
Mstep: Class 8 contains 11627 members 
Mstep: Class 9 contains 115918 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168464 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110358 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241607 members 
Mstep: Class 20 contains 26879 members 
Mstep: Class 21 contains 62268 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12002 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73133 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17297 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10475 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584784.000000 Penalty: 139228.281250
Iteration 238Q: 40 clusters Score -2.055848e+08 nChanged 21
Entering ConstructFrom: 
Score: -205584784.000000 Penalty: 139228.281250
Entering ConstructFrom: 
Trying to split cluster 1 (159808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159808 members 
Entering Unmasked Estep 
Score: -19173200.000000 Penalty: 2971.468750
	Iteration 0F: 2 clusters Score -1.91732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -19067174.000000 Penalty: 5942.937500
	Iteration 0F: 3 clusters Score -1.906717e+07 nChanged 76413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -19112558.000000 Penalty: 5942.937500
	Iteration 1F: 3 clusters Score -1.911256e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -19114244.000000 Penalty: 5942.937500
	Iteration 2Q: 3 clusters Score -1.911424e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -19117050.000000 Penalty: 5942.937500
	Iteration 3Q: 3 clusters Score -1.911705e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -19121468.000000 Penalty: 5942.937500
	Iteration 4F: 3 clusters Score -1.912147e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109861 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -19128266.000000 Penalty: 5942.937500
	Iteration 5F: 3 clusters Score -1.912827e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121371 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -19136974.000000 Penalty: 5942.937500
	Iteration 6F: 3 clusters Score -1.913697e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -19147122.000000 Penalty: 5942.937500
	Iteration 7F: 3 clusters Score -1.914712e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -19156800.000000 Penalty: 5942.937500
	Iteration 8F: 3 clusters Score -1.91568e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151561 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -19164052.000000 Penalty: 5942.937500
	Iteration 9Q: 3 clusters Score -1.916405e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156137 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -19167660.000000 Penalty: 5942.937500
	Iteration 10Q: 3 clusters Score -1.916766e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19169318.000000 Penalty: 5942.937500
	Iteration 11Q: 3 clusters Score -1.916932e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19170062.000000 Penalty: 5942.937500
	Iteration 12Q: 3 clusters Score -1.917006e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19170440.000000 Penalty: 5942.937500
	Iteration 13Q: 3 clusters Score -1.917044e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159458 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19170580.000000 Penalty: 5942.937500
	Iteration 14Q: 3 clusters Score -1.917058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19170640.000000 Penalty: 5942.937500
	Iteration 15Q: 3 clusters Score -1.917064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19170670.000000 Penalty: 5942.937500
	Iteration 16Q: 3 clusters Score -1.917067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19170696.000000 Penalty: 5942.937500
	Iteration 17Q: 3 clusters Score -1.91707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19170728.000000 Penalty: 5942.937500
	Iteration 18Q: 3 clusters Score -1.917073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19170742.000000 Penalty: 5942.937500
	Iteration 19Q: 3 clusters Score -1.917074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159538 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19170752.000000 Penalty: 5942.937500
	Iteration 20F: 3 clusters Score -1.917075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19170762.000000 Penalty: 5942.937500
	Iteration 21Q: 3 clusters Score -1.917076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19170782.000000 Penalty: 5942.937500
	Iteration 22Q: 3 clusters Score -1.917078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19170784.000000 Penalty: 5942.937500
	Iteration 23Q: 3 clusters Score -1.917078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159543 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19170794.000000 Penalty: 5942.937500
	Iteration 24Q: 3 clusters Score -1.917079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159544 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19170792.000000 Penalty: 5942.937500
	Iteration 25Q: 3 clusters Score -1.917079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159544 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19170798.000000 Penalty: 5942.937500
	Iteration 26Q: 3 clusters Score -1.91708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19170800.000000 Penalty: 5942.937500
	Iteration 27Q: 3 clusters Score -1.91708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19170800.000000 Penalty: 5942.937500
	Iteration 28F: 3 clusters Score -1.91708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Entering Unmasked Estep 
Score: -1294616.375000 Penalty: 2326.615967
	Iteration 0F: 2 clusters Score -1294616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1285743.250000 Penalty: 4653.231934
	Iteration 0F: 3 clusters Score -1285743 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1288892.875000 Penalty: 4653.231934
	Iteration 1F: 3 clusters Score -1288893 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1289687.625000 Penalty: 4653.231934
	Iteration 2F: 3 clusters Score -1289688 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1290322.375000 Penalty: 4653.231934
	Iteration 3F: 3 clusters Score -1290322 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1290740.375000 Penalty: 4653.231934
	Iteration 4F: 3 clusters Score -1290740 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1291072.875000 Penalty: 4653.231934
	Iteration 5F: 3 clusters Score -1291073 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1291321.125000 Penalty: 4653.231934
	Iteration 6Q: 3 clusters Score -1291321 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1291562.875000 Penalty: 4653.231934
	Iteration 7Q: 3 clusters Score -1291563 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1291819.625000 Penalty: 4653.231934
	Iteration 8Q: 3 clusters Score -1291820 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1292024.375000 Penalty: 4653.231934
	Iteration 9Q: 3 clusters Score -1292024 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1292177.125000 Penalty: 4653.231934
	Iteration 10Q: 3 clusters Score -1292177 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1292330.125000 Penalty: 4653.231934
	Iteration 11Q: 3 clusters Score -1292330 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1292449.750000 Penalty: 4653.231934
	Iteration 12Q: 3 clusters Score -1292450 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1292530.500000 Penalty: 4653.231934
	Iteration 13Q: 3 clusters Score -1292530 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1292592.625000 Penalty: 4653.231934
	Iteration 14Q: 3 clusters Score -1292593 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1292638.375000 Penalty: 4653.231934
	Iteration 15Q: 3 clusters Score -1292638 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1292680.125000 Penalty: 4653.231934
	Iteration 16Q: 3 clusters Score -1292680 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1292734.750000 Penalty: 4653.231934
	Iteration 17Q: 3 clusters Score -1292735 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1292777.750000 Penalty: 4653.231934
	Iteration 18Q: 3 clusters Score -1292778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1292804.875000 Penalty: 4653.231934
	Iteration 19Q: 3 clusters Score -1292805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1292823.125000 Penalty: 4653.231934
	Iteration 20F: 3 clusters Score -1292823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1292839.375000 Penalty: 4653.231934
	Iteration 21Q: 3 clusters Score -1292839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1292853.750000 Penalty: 4653.231934
	Iteration 22Q: 3 clusters Score -1292854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1292864.750000 Penalty: 4653.231934
	Iteration 23Q: 3 clusters Score -1292865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1292876.250000 Penalty: 4653.231934
	Iteration 24Q: 3 clusters Score -1292876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1292885.625000 Penalty: 4653.231934
	Iteration 25Q: 3 clusters Score -1292886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1292898.375000 Penalty: 4653.231934
	Iteration 26Q: 3 clusters Score -1292898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1292906.250000 Penalty: 4653.231934
	Iteration 27Q: 3 clusters Score -1292906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1292915.375000 Penalty: 4653.231934
	Iteration 28Q: 3 clusters Score -1292915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1292923.250000 Penalty: 4653.231934
	Iteration 29Q: 3 clusters Score -1292923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1292930.250000 Penalty: 4653.231934
	Iteration 30Q: 3 clusters Score -1292930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1292936.625000 Penalty: 4653.231934
	Iteration 31Q: 3 clusters Score -1292937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1292944.625000 Penalty: 4653.231934
	Iteration 32Q: 3 clusters Score -1292945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1292951.375000 Penalty: 4653.231934
	Iteration 33Q: 3 clusters Score -1292951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1292959.500000 Penalty: 4653.231934
	Iteration 34Q: 3 clusters Score -1292960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1292969.750000 Penalty: 4653.231934
	Iteration 35Q: 3 clusters Score -1292970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1292974.875000 Penalty: 4653.231934
	Iteration 36Q: 3 clusters Score -1292975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1292981.375000 Penalty: 4653.231934
	Iteration 37Q: 3 clusters Score -1292981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1292992.250000 Penalty: 4653.231934
	Iteration 38Q: 3 clusters Score -1292992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1293005.750000 Penalty: 4653.231934
	Iteration 39Q: 3 clusters Score -1293006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1293016.625000 Penalty: 4653.231934
	Iteration 40F: 3 clusters Score -1293017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1293023.500000 Penalty: 4653.231934
	Iteration 41Q: 3 clusters Score -1293024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1293036.375000 Penalty: 4653.231934
	Iteration 42Q: 3 clusters Score -1293036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1293045.125000 Penalty: 4653.231934
	Iteration 43Q: 3 clusters Score -1293045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1293052.500000 Penalty: 4653.231934
	Iteration 44Q: 3 clusters Score -1293052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1293058.750000 Penalty: 4653.231934
	Iteration 45Q: 3 clusters Score -1293059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1293062.750000 Penalty: 4653.231934
	Iteration 46Q: 3 clusters Score -1293063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1293064.625000 Penalty: 4653.231934
	Iteration 47Q: 3 clusters Score -1293065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1293067.250000 Penalty: 4653.231934
	Iteration 48Q: 3 clusters Score -1293067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1293066.750000 Penalty: 4653.231934
	Iteration 49Q: 3 clusters Score -1293067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1293071.000000 Penalty: 4653.231934
	Iteration 50Q: 3 clusters Score -1293071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1293074.750000 Penalty: 4653.231934
	Iteration 51Q: 3 clusters Score -1293075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1293078.375000 Penalty: 4653.231934
	Iteration 52Q: 3 clusters Score -1293078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1293079.500000 Penalty: 4653.231934
	Iteration 53Q: 3 clusters Score -1293080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1293083.750000 Penalty: 4653.231934
	Iteration 54Q: 3 clusters Score -1293084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1293084.500000 Penalty: 4653.231934
	Iteration 55Q: 3 clusters Score -1293084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1293082.625000 Penalty: 4653.231934
	Iteration 56Q: 3 clusters Score -1293083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1293082.625000 Penalty: 4653.231934
	Iteration 57F: 3 clusters Score -1293083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Entering Unmasked Estep 
Score: -5562336.000000 Penalty: 2670.171631
	Iteration 0F: 2 clusters Score -5562336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5530438.500000 Penalty: 5340.343262
	Iteration 0F: 3 clusters Score -5530438 nChanged 21860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -5542584.000000 Penalty: 5340.343262
	Iteration 1F: 3 clusters Score -5542584 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5543210.000000 Penalty: 5340.343262
	Iteration 2Q: 3 clusters Score -5543210 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5543765.000000 Penalty: 5340.343262
	Iteration 3Q: 3 clusters Score -5543765 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5544362.500000 Penalty: 5340.343262
	Iteration 4Q: 3 clusters Score -5544362 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5545040.000000 Penalty: 5340.343262
	Iteration 5Q: 3 clusters Score -5545040 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -5545754.000000 Penalty: 5340.343262
	Iteration 6Q: 3 clusters Score -5545754 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5546710.000000 Penalty: 5340.343262
	Iteration 7Q: 3 clusters Score -5546710 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5547859.500000 Penalty: 5340.343262
	Iteration 8F: 3 clusters Score -5547860 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5549265.500000 Penalty: 5340.343262
	Iteration 9F: 3 clusters Score -5549266 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -5550892.500000 Penalty: 5340.343262
	Iteration 10F: 3 clusters Score -5550892 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -5552739.500000 Penalty: 5340.343262
	Iteration 11F: 3 clusters Score -5552740 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5554511.000000 Penalty: 5340.343262
	Iteration 12F: 3 clusters Score -5554511 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -5556258.500000 Penalty: 5340.343262
	Iteration 13Q: 3 clusters Score -5556258 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5557728.500000 Penalty: 5340.343262
	Iteration 14Q: 3 clusters Score -5557728 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5558792.500000 Penalty: 5340.343262
	Iteration 15Q: 3 clusters Score -5558792 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5559408.000000 Penalty: 5340.343262
	Iteration 16Q: 3 clusters Score -5559408 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5559795.000000 Penalty: 5340.343262
	Iteration 17Q: 3 clusters Score -5559795 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5560029.000000 Penalty: 5340.343262
	Iteration 18Q: 3 clusters Score -5560029 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5560158.000000 Penalty: 5340.343262
	Iteration 19Q: 3 clusters Score -5560158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5560207.000000 Penalty: 5340.343262
	Iteration 20F: 3 clusters Score -5560207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5560238.000000 Penalty: 5340.343262
	Iteration 21Q: 3 clusters Score -5560238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5560258.000000 Penalty: 5340.343262
	Iteration 22Q: 3 clusters Score -5560258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5560283.500000 Penalty: 5340.343262
	Iteration 23Q: 3 clusters Score -5560284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5560284.500000 Penalty: 5340.343262
	Iteration 24Q: 3 clusters Score -5560284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5560290.500000 Penalty: 5340.343262
	Iteration 25Q: 3 clusters Score -5560290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5560299.500000 Penalty: 5340.343262
	Iteration 26Q: 3 clusters Score -5560300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5560298.000000 Penalty: 5340.343262
	Iteration 27Q: 3 clusters Score -5560298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5560294.500000 Penalty: 5340.343262
	Iteration 28Q: 3 clusters Score -5560294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5560297.500000 Penalty: 5340.343262
	Iteration 29Q: 3 clusters Score -5560298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5560304.000000 Penalty: 5340.343262
	Iteration 30Q: 3 clusters Score -5560304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5560311.000000 Penalty: 5340.343262
	Iteration 31Q: 3 clusters Score -5560311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5560312.000000 Penalty: 5340.343262
	Iteration 32Q: 3 clusters Score -5560312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5560306.000000 Penalty: 5340.343262
	Iteration 33Q: 3 clusters Score -5560306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5560306.000000 Penalty: 5340.343262
	Iteration 34Q: 3 clusters Score -5560306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5560309.500000 Penalty: 5340.343262
	Iteration 35Q: 3 clusters Score -5560310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5560311.000000 Penalty: 5340.343262
	Iteration 36Q: 3 clusters Score -5560311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5560314.000000 Penalty: 5340.343262
	Iteration 37Q: 3 clusters Score -5560314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5560314.500000 Penalty: 5340.343262
	Iteration 38Q: 3 clusters Score -5560314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5560316.500000 Penalty: 5340.343262
	Iteration 39Q: 3 clusters Score -5560316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5560322.000000 Penalty: 5340.343262
	Iteration 40F: 3 clusters Score -5560322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5560322.000000 Penalty: 5340.343262
	Iteration 41Q: 3 clusters Score -5560322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5560322.000000 Penalty: 5340.343262
	Iteration 42F: 3 clusters Score -5560322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Entering Unmasked Estep 
Score: -9422844.000000 Penalty: 2798.098877
	Iteration 0F: 2 clusters Score -9422844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -9369521.000000 Penalty: 5596.197754
	Iteration 0F: 3 clusters Score -9369521 nChanged 37280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -9391191.000000 Penalty: 5596.197754
	Iteration 1F: 3 clusters Score -9391191 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -9392730.000000 Penalty: 5596.197754
	Iteration 2Q: 3 clusters Score -9392730 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -9394972.000000 Penalty: 5596.197754
	Iteration 3F: 3 clusters Score -9394972 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -9398239.000000 Penalty: 5596.197754
	Iteration 4F: 3 clusters Score -9398239 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -9402188.000000 Penalty: 5596.197754
	Iteration 5F: 3 clusters Score -9402188 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -9406570.000000 Penalty: 5596.197754
	Iteration 6F: 3 clusters Score -9406570 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -9410646.000000 Penalty: 5596.197754
	Iteration 7F: 3 clusters Score -9410646 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -9413947.000000 Penalty: 5596.197754
	Iteration 8F: 3 clusters Score -9413947 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -9416394.000000 Penalty: 5596.197754
	Iteration 9Q: 3 clusters Score -9416394 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -9417992.000000 Penalty: 5596.197754
	Iteration 10Q: 3 clusters Score -9417992 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -9418999.000000 Penalty: 5596.197754
	Iteration 11Q: 3 clusters Score -9418999 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -9419592.000000 Penalty: 5596.197754
	Iteration 12Q: 3 clusters Score -9419592 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -9419927.000000 Penalty: 5596.197754
	Iteration 13Q: 3 clusters Score -9419927 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -9420154.000000 Penalty: 5596.197754
	Iteration 14Q: 3 clusters Score -9420154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -9420320.000000 Penalty: 5596.197754
	Iteration 15Q: 3 clusters Score -9420320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -9420424.000000 Penalty: 5596.197754
	Iteration 16Q: 3 clusters Score -9420424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -9420488.000000 Penalty: 5596.197754
	Iteration 17Q: 3 clusters Score -9420488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -9420527.000000 Penalty: 5596.197754
	Iteration 18Q: 3 clusters Score -9420527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -9420547.000000 Penalty: 5596.197754
	Iteration 19Q: 3 clusters Score -9420547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -9420572.000000 Penalty: 5596.197754
	Iteration 20F: 3 clusters Score -9420572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -9420600.000000 Penalty: 5596.197754
	Iteration 21Q: 3 clusters Score -9420600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -9420621.000000 Penalty: 5596.197754
	Iteration 22Q: 3 clusters Score -9420621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -9420630.000000 Penalty: 5596.197754
	Iteration 23Q: 3 clusters Score -9420630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -9420623.000000 Penalty: 5596.197754
	Iteration 24Q: 3 clusters Score -9420623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -9420632.000000 Penalty: 5596.197754
	Iteration 25Q: 3 clusters Score -9420632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -9420635.000000 Penalty: 5596.197754
	Iteration 26Q: 3 clusters Score -9420635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -9420646.000000 Penalty: 5596.197754
	Iteration 27Q: 3 clusters Score -9420646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -9420644.000000 Penalty: 5596.197754
	Iteration 28Q: 3 clusters Score -9420644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -9420646.000000 Penalty: 5596.197754
	Iteration 29Q: 3 clusters Score -9420646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -9420641.000000 Penalty: 5596.197754
	Iteration 30Q: 3 clusters Score -9420641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -9420641.000000 Penalty: 5596.197754
	Iteration 31Q: 3 clusters Score -9420641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -9420651.000000 Penalty: 5596.197754
	Iteration 32Q: 3 clusters Score -9420651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -9420651.000000 Penalty: 5596.197754
	Iteration 33F: 3 clusters Score -9420651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Entering Unmasked Estep 
Score: -910486.812500 Penalty: 2240.836182
	Iteration 0F: 2 clusters Score -910486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -903775.500000 Penalty: 4481.672363
	Iteration 0F: 3 clusters Score -903775.5 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -905741.062500 Penalty: 4481.672363
	Iteration 1F: 3 clusters Score -905741.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -906055.937500 Penalty: 4481.672363
	Iteration 2F: 3 clusters Score -906055.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -906260.625000 Penalty: 4481.672363
	Iteration 3F: 3 clusters Score -906260.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -906450.750000 Penalty: 4481.672363
	Iteration 4Q: 3 clusters Score -906450.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -906663.000000 Penalty: 4481.672363
	Iteration 5Q: 3 clusters Score -906663 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -906889.500000 Penalty: 4481.672363
	Iteration 6Q: 3 clusters Score -906889.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -907097.500000 Penalty: 4481.672363
	Iteration 7Q: 3 clusters Score -907097.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -907316.750000 Penalty: 4481.672363
	Iteration 8Q: 3 clusters Score -907316.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -907504.000000 Penalty: 4481.672363
	Iteration 9Q: 3 clusters Score -907504 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -907653.750000 Penalty: 4481.672363
	Iteration 10Q: 3 clusters Score -907653.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -907781.437500 Penalty: 4481.672363
	Iteration 11Q: 3 clusters Score -907781.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -907881.000000 Penalty: 4481.672363
	Iteration 12Q: 3 clusters Score -907881 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -907950.187500 Penalty: 4481.672363
	Iteration 13Q: 3 clusters Score -907950.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -908001.000000 Penalty: 4481.672363
	Iteration 14Q: 3 clusters Score -908001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -908048.000000 Penalty: 4481.672363
	Iteration 15Q: 3 clusters Score -908048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -908087.562500 Penalty: 4481.672363
	Iteration 16Q: 3 clusters Score -908087.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -908124.187500 Penalty: 4481.672363
	Iteration 17Q: 3 clusters Score -908124.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -908158.625000 Penalty: 4481.672363
	Iteration 18Q: 3 clusters Score -908158.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -908189.562500 Penalty: 4481.672363
	Iteration 19Q: 3 clusters Score -908189.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -908221.750000 Penalty: 4481.672363
	Iteration 20F: 3 clusters Score -908221.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -908254.437500 Penalty: 4481.672363
	Iteration 21Q: 3 clusters Score -908254.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -908291.187500 Penalty: 4481.672363
	Iteration 22Q: 3 clusters Score -908291.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -908332.500000 Penalty: 4481.672363
	Iteration 23Q: 3 clusters Score -908332.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -908363.437500 Penalty: 4481.672363
	Iteration 24Q: 3 clusters Score -908363.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -908386.375000 Penalty: 4481.672363
	Iteration 25Q: 3 clusters Score -908386.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -908413.875000 Penalty: 4481.672363
	Iteration 26Q: 3 clusters Score -908413.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -908432.375000 Penalty: 4481.672363
	Iteration 27Q: 3 clusters Score -908432.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -908447.437500 Penalty: 4481.672363
	Iteration 28Q: 3 clusters Score -908447.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -908458.187500 Penalty: 4481.672363
	Iteration 29Q: 3 clusters Score -908458.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -908468.687500 Penalty: 4481.672363
	Iteration 30Q: 3 clusters Score -908468.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -908480.625000 Penalty: 4481.672363
	Iteration 31Q: 3 clusters Score -908480.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -908489.250000 Penalty: 4481.672363
	Iteration 32Q: 3 clusters Score -908489.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -908495.750000 Penalty: 4481.672363
	Iteration 33Q: 3 clusters Score -908495.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -908499.312500 Penalty: 4481.672363
	Iteration 34Q: 3 clusters Score -908499.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -908503.125000 Penalty: 4481.672363
	Iteration 35Q: 3 clusters Score -908503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -908502.562500 Penalty: 4481.672363
	Iteration 36Q: 3 clusters Score -908502.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -908507.812500 Penalty: 4481.672363
	Iteration 37Q: 3 clusters Score -908507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -908509.812500 Penalty: 4481.672363
	Iteration 38Q: 3 clusters Score -908509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -908512.312500 Penalty: 4481.672363
	Iteration 39Q: 3 clusters Score -908512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -908511.312500 Penalty: 4481.672363
	Iteration 40F: 3 clusters Score -908511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -908512.625000 Penalty: 4481.672363
	Iteration 41Q: 3 clusters Score -908512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -908511.187500 Penalty: 4481.672363
	Iteration 42Q: 3 clusters Score -908511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -908511.187500 Penalty: 4481.672363
	Iteration 43F: 3 clusters Score -908511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Entering Unmasked Estep 
Score: -11053464.000000 Penalty: 2836.836914
	Iteration 0F: 2 clusters Score -1.105346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -10991394.000000 Penalty: 5673.673828
	Iteration 0F: 3 clusters Score -1.099139e+07 nChanged 43871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -11016260.000000 Penalty: 5673.673828
	Iteration 1F: 3 clusters Score -1.101626e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -11017112.000000 Penalty: 5673.673828
	Iteration 2Q: 3 clusters Score -1.101711e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -11018262.000000 Penalty: 5673.673828
	Iteration 3Q: 3 clusters Score -1.101826e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -11019802.000000 Penalty: 5673.673828
	Iteration 4Q: 3 clusters Score -1.10198e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -11021970.000000 Penalty: 5673.673828
	Iteration 5F: 3 clusters Score -1.102197e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -11025196.000000 Penalty: 5673.673828
	Iteration 6F: 3 clusters Score -1.10252e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -11029225.000000 Penalty: 5673.673828
	Iteration 7F: 3 clusters Score -1.102922e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -11033538.000000 Penalty: 5673.673828
	Iteration 8F: 3 clusters Score -1.103354e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -11037692.000000 Penalty: 5673.673828
	Iteration 9F: 3 clusters Score -1.103769e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -11041079.000000 Penalty: 5673.673828
	Iteration 10Q: 3 clusters Score -1.104108e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -11043317.000000 Penalty: 5673.673828
	Iteration 11Q: 3 clusters Score -1.104332e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -11044477.000000 Penalty: 5673.673828
	Iteration 12Q: 3 clusters Score -1.104448e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -11045165.000000 Penalty: 5673.673828
	Iteration 13Q: 3 clusters Score -1.104516e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -11045554.000000 Penalty: 5673.673828
	Iteration 14Q: 3 clusters Score -1.104555e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -11045809.000000 Penalty: 5673.673828
	Iteration 15Q: 3 clusters Score -1.104581e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -11046026.000000 Penalty: 5673.673828
	Iteration 16Q: 3 clusters Score -1.104603e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -11046193.000000 Penalty: 5673.673828
	Iteration 17Q: 3 clusters Score -1.104619e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -11046295.000000 Penalty: 5673.673828
	Iteration 18Q: 3 clusters Score -1.10463e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -11046421.000000 Penalty: 5673.673828
	Iteration 19Q: 3 clusters Score -1.104642e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -11046492.000000 Penalty: 5673.673828
	Iteration 20F: 3 clusters Score -1.104649e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -11046584.000000 Penalty: 5673.673828
	Iteration 21Q: 3 clusters Score -1.104658e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -11046632.000000 Penalty: 5673.673828
	Iteration 22Q: 3 clusters Score -1.104663e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -11046725.000000 Penalty: 5673.673828
	Iteration 23Q: 3 clusters Score -1.104672e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -11046794.000000 Penalty: 5673.673828
	Iteration 24Q: 3 clusters Score -1.104679e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -11046889.000000 Penalty: 5673.673828
	Iteration 25Q: 3 clusters Score -1.104689e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -11046982.000000 Penalty: 5673.673828
	Iteration 26Q: 3 clusters Score -1.104698e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -11047085.000000 Penalty: 5673.673828
	Iteration 27Q: 3 clusters Score -1.104708e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -11047177.000000 Penalty: 5673.673828
	Iteration 28Q: 3 clusters Score -1.104718e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -11047273.000000 Penalty: 5673.673828
	Iteration 29Q: 3 clusters Score -1.104727e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -11047373.000000 Penalty: 5673.673828
	Iteration 30Q: 3 clusters Score -1.104737e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -11047463.000000 Penalty: 5673.673828
	Iteration 31Q: 3 clusters Score -1.104746e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -11047589.000000 Penalty: 5673.673828
	Iteration 32Q: 3 clusters Score -1.104759e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -11047704.000000 Penalty: 5673.673828
	Iteration 33Q: 3 clusters Score -1.10477e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -11047866.000000 Penalty: 5673.673828
	Iteration 34Q: 3 clusters Score -1.104787e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -11048012.000000 Penalty: 5673.673828
	Iteration 35Q: 3 clusters Score -1.104801e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -11048121.000000 Penalty: 5673.673828
	Iteration 36Q: 3 clusters Score -1.104812e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -11048284.000000 Penalty: 5673.673828
	Iteration 37Q: 3 clusters Score -1.104828e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -11048420.000000 Penalty: 5673.673828
	Iteration 38Q: 3 clusters Score -1.104842e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -11048504.000000 Penalty: 5673.673828
	Iteration 39Q: 3 clusters Score -1.10485e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -11048591.000000 Penalty: 5673.673828
	Iteration 40F: 3 clusters Score -1.104859e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -11048720.000000 Penalty: 5673.673828
	Iteration 41Q: 3 clusters Score -1.104872e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -11048889.000000 Penalty: 5673.673828
	Iteration 42Q: 3 clusters Score -1.104889e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -11049059.000000 Penalty: 5673.673828
	Iteration 43Q: 3 clusters Score -1.104906e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -11049219.000000 Penalty: 5673.673828
	Iteration 44Q: 3 clusters Score -1.104922e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -11049391.000000 Penalty: 5673.673828
	Iteration 45Q: 3 clusters Score -1.104939e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -11049635.000000 Penalty: 5673.673828
	Iteration 46Q: 3 clusters Score -1.104964e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -11049811.000000 Penalty: 5673.673828
	Iteration 47Q: 3 clusters Score -1.104981e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -11049893.000000 Penalty: 5673.673828
	Iteration 48Q: 3 clusters Score -1.104989e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -11050019.000000 Penalty: 5673.673828
	Iteration 49Q: 3 clusters Score -1.105002e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11050142.000000 Penalty: 5673.673828
	Iteration 50Q: 3 clusters Score -1.105014e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -11050276.000000 Penalty: 5673.673828
	Iteration 51Q: 3 clusters Score -1.105028e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -11050356.000000 Penalty: 5673.673828
	Iteration 52Q: 3 clusters Score -1.105036e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -11050407.000000 Penalty: 5673.673828
	Iteration 53Q: 3 clusters Score -1.105041e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -11050482.000000 Penalty: 5673.673828
	Iteration 54Q: 3 clusters Score -1.105048e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -11050546.000000 Penalty: 5673.673828
	Iteration 55Q: 3 clusters Score -1.105055e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -11050611.000000 Penalty: 5673.673828
	Iteration 56Q: 3 clusters Score -1.105061e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11050646.000000 Penalty: 5673.673828
	Iteration 57Q: 3 clusters Score -1.105065e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11050657.000000 Penalty: 5673.673828
	Iteration 58Q: 3 clusters Score -1.105066e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11050710.000000 Penalty: 5673.673828
	Iteration 59Q: 3 clusters Score -1.105071e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -11050705.000000 Penalty: 5673.673828
	Iteration 60F: 3 clusters Score -1.10507e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11050726.000000 Penalty: 5673.673828
	Iteration 61Q: 3 clusters Score -1.105073e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -11050737.000000 Penalty: 5673.673828
	Iteration 62Q: 3 clusters Score -1.105074e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11050765.000000 Penalty: 5673.673828
	Iteration 63Q: 3 clusters Score -1.105076e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -11050819.000000 Penalty: 5673.673828
	Iteration 64Q: 3 clusters Score -1.105082e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11050850.000000 Penalty: 5673.673828
	Iteration 65Q: 3 clusters Score -1.105085e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11050860.000000 Penalty: 5673.673828
	Iteration 66Q: 3 clusters Score -1.105086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11050880.000000 Penalty: 5673.673828
	Iteration 67Q: 3 clusters Score -1.105088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11050893.000000 Penalty: 5673.673828
	Iteration 68Q: 3 clusters Score -1.105089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11050883.000000 Penalty: 5673.673828
	Iteration 69Q: 3 clusters Score -1.105088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11050905.000000 Penalty: 5673.673828
	Iteration 70Q: 3 clusters Score -1.10509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11050902.000000 Penalty: 5673.673828
	Iteration 71Q: 3 clusters Score -1.10509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11050912.000000 Penalty: 5673.673828
	Iteration 72Q: 3 clusters Score -1.105091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11050935.000000 Penalty: 5673.673828
	Iteration 73Q: 3 clusters Score -1.105094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11050955.000000 Penalty: 5673.673828
	Iteration 74Q: 3 clusters Score -1.105096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -11050971.000000 Penalty: 5673.673828
	Iteration 75Q: 3 clusters Score -1.105097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11051000.000000 Penalty: 5673.673828
	Iteration 76Q: 3 clusters Score -1.1051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11051009.000000 Penalty: 5673.673828
	Iteration 77Q: 3 clusters Score -1.105101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11051022.000000 Penalty: 5673.673828
	Iteration 78Q: 3 clusters Score -1.105102e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11051028.000000 Penalty: 5673.673828
	Iteration 79Q: 3 clusters Score -1.105103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11051039.000000 Penalty: 5673.673828
	Iteration 80F: 3 clusters Score -1.105104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11051035.000000 Penalty: 5673.673828
	Iteration 81Q: 3 clusters Score -1.105104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11051051.000000 Penalty: 5673.673828
	Iteration 82Q: 3 clusters Score -1.105105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11051077.000000 Penalty: 5673.673828
	Iteration 83Q: 3 clusters Score -1.105108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11051075.000000 Penalty: 5673.673828
	Iteration 84Q: 3 clusters Score -1.105108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11051066.000000 Penalty: 5673.673828
	Iteration 85Q: 3 clusters Score -1.105107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11051079.000000 Penalty: 5673.673828
	Iteration 86Q: 3 clusters Score -1.105108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11051075.000000 Penalty: 5673.673828
	Iteration 87Q: 3 clusters Score -1.105108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11051073.000000 Penalty: 5673.673828
	Iteration 88Q: 3 clusters Score -1.105107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11051070.000000 Penalty: 5673.673828
	Iteration 89Q: 3 clusters Score -1.105107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11051080.000000 Penalty: 5673.673828
	Iteration 90Q: 3 clusters Score -1.105108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11051071.000000 Penalty: 5673.673828
	Iteration 91Q: 3 clusters Score -1.105107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11051086.000000 Penalty: 5673.673828
	Iteration 92Q: 3 clusters Score -1.105109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11051078.000000 Penalty: 5673.673828
	Iteration 93Q: 3 clusters Score -1.105108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11051076.000000 Penalty: 5673.673828
	Iteration 94Q: 3 clusters Score -1.105108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11051079.000000 Penalty: 5673.673828
	Iteration 95Q: 3 clusters Score -1.105108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11051081.000000 Penalty: 5673.673828
	Iteration 96Q: 3 clusters Score -1.105108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11051079.000000 Penalty: 5673.673828
	Iteration 97Q: 3 clusters Score -1.105108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11051084.000000 Penalty: 5673.673828
	Iteration 98Q: 3 clusters Score -1.105108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11051084.000000 Penalty: 5673.673828
	Iteration 99Q: 3 clusters Score -1.105108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11051087.000000 Penalty: 5673.673828
	Iteration 100F: 3 clusters Score -1.105109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11051083.000000 Penalty: 5673.673828
	Iteration 101Q: 3 clusters Score -1.105108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11051083.000000 Penalty: 5673.673828
	Iteration 102F: 3 clusters Score -1.105108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Entering Unmasked Estep 
Score: -18776430.000000 Penalty: 2967.775879
	Iteration 0F: 2 clusters Score -1.877643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -18672154.000000 Penalty: 5935.551758
	Iteration 0F: 3 clusters Score -1.867215e+07 nChanged 75358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -18716932.000000 Penalty: 5935.551758
	Iteration 1F: 3 clusters Score -1.871693e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -18718822.000000 Penalty: 5935.551758
	Iteration 2Q: 3 clusters Score -1.871882e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -18721600.000000 Penalty: 5935.551758
	Iteration 3Q: 3 clusters Score -1.87216e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 98633 members 
Entering Unmasked Estep 
Score: -18725918.000000 Penalty: 5935.551758
	Iteration 4F: 3 clusters Score -1.872592e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 107663 members 
Entering Unmasked Estep 
Score: -18732344.000000 Penalty: 5935.551758
	Iteration 5F: 3 clusters Score -1.873234e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 118240 members 
Entering Unmasked Estep 
Score: -18740960.000000 Penalty: 5935.551758
	Iteration 6F: 3 clusters Score -1.874096e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -18750194.000000 Penalty: 5935.551758
	Iteration 7F: 3 clusters Score -1.875019e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 139460 members 
Entering Unmasked Estep 
Score: -18758886.000000 Penalty: 5935.551758
	Iteration 8F: 3 clusters Score -1.875889e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 147343 members 
Entering Unmasked Estep 
Score: -18765806.000000 Penalty: 5935.551758
	Iteration 9F: 3 clusters Score -1.876581e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -18770140.000000 Penalty: 5935.551758
	Iteration 10Q: 3 clusters Score -1.877014e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -18772306.000000 Penalty: 5935.551758
	Iteration 11Q: 3 clusters Score -1.877231e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -18773120.000000 Penalty: 5935.551758
	Iteration 12Q: 3 clusters Score -1.877312e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 156899 members 
Entering Unmasked Estep 
Score: -18773474.000000 Penalty: 5935.551758
	Iteration 13Q: 3 clusters Score -1.877347e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -18773630.000000 Penalty: 5935.551758
	Iteration 14Q: 3 clusters Score -1.877363e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 157116 members 
Entering Unmasked Estep 
Score: -18773704.000000 Penalty: 5935.551758
	Iteration 15Q: 3 clusters Score -1.87737e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157136 members 
Entering Unmasked Estep 
Score: -18773744.000000 Penalty: 5935.551758
	Iteration 16Q: 3 clusters Score -1.877374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -18773768.000000 Penalty: 5935.551758
	Iteration 17Q: 3 clusters Score -1.877377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
Score: -18773782.000000 Penalty: 5935.551758
	Iteration 18Q: 3 clusters Score -1.877378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -18773788.000000 Penalty: 5935.551758
	Iteration 19Q: 3 clusters Score -1.877379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -18773784.000000 Penalty: 5935.551758
	Iteration 20F: 3 clusters Score -1.877378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -18773782.000000 Penalty: 5935.551758
	Iteration 21Q: 3 clusters Score -1.877378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157162 members 
Entering Unmasked Estep 
Score: -18773794.000000 Penalty: 5935.551758
	Iteration 22Q: 3 clusters Score -1.877379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -18773806.000000 Penalty: 5935.551758
	Iteration 23Q: 3 clusters Score -1.877381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -18773808.000000 Penalty: 5935.551758
	Iteration 24Q: 3 clusters Score -1.877381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 157168 members 
Entering Unmasked Estep 
Score: -18773814.000000 Penalty: 5935.551758
	Iteration 25Q: 3 clusters Score -1.877381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -18773810.000000 Penalty: 5935.551758
	Iteration 26Q: 3 clusters Score -1.877381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -18773812.000000 Penalty: 5935.551758
	Iteration 27Q: 3 clusters Score -1.877381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -18773812.000000 Penalty: 5935.551758
	Iteration 28F: 3 clusters Score -1.877381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Entering Unmasked Estep 
Score: -1322980.500000 Penalty: 2321.527832
	Iteration 0F: 2 clusters Score -1322980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1314281.375000 Penalty: 4643.055664
	Iteration 0F: 3 clusters Score -1314281 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1317178.500000 Penalty: 4643.055664
	Iteration 1F: 3 clusters Score -1317178 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1317732.750000 Penalty: 4643.055664
	Iteration 2F: 3 clusters Score -1317733 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1318222.125000 Penalty: 4643.055664
	Iteration 3F: 3 clusters Score -1318222 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1318615.500000 Penalty: 4643.055664
	Iteration 4F: 3 clusters Score -1318616 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1318914.000000 Penalty: 4643.055664
	Iteration 5F: 3 clusters Score -1318914 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1319158.625000 Penalty: 4643.055664
	Iteration 6Q: 3 clusters Score -1319159 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1319392.750000 Penalty: 4643.055664
	Iteration 7Q: 3 clusters Score -1319393 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1319632.375000 Penalty: 4643.055664
	Iteration 8Q: 3 clusters Score -1319632 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1319871.000000 Penalty: 4643.055664
	Iteration 9Q: 3 clusters Score -1319871 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1320069.000000 Penalty: 4643.055664
	Iteration 10Q: 3 clusters Score -1320069 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1320279.750000 Penalty: 4643.055664
	Iteration 11Q: 3 clusters Score -1320280 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1320472.250000 Penalty: 4643.055664
	Iteration 12Q: 3 clusters Score -1320472 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1320601.875000 Penalty: 4643.055664
	Iteration 13Q: 3 clusters Score -1320602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1320717.250000 Penalty: 4643.055664
	Iteration 14Q: 3 clusters Score -1320717 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1320821.375000 Penalty: 4643.055664
	Iteration 15Q: 3 clusters Score -1320821 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1320914.250000 Penalty: 4643.055664
	Iteration 16Q: 3 clusters Score -1320914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1320991.375000 Penalty: 4643.055664
	Iteration 17Q: 3 clusters Score -1320991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1321052.000000 Penalty: 4643.055664
	Iteration 18Q: 3 clusters Score -1321052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1321102.500000 Penalty: 4643.055664
	Iteration 19Q: 3 clusters Score -1321102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1321151.750000 Penalty: 4643.055664
	Iteration 20F: 3 clusters Score -1321152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1321187.750000 Penalty: 4643.055664
	Iteration 21Q: 3 clusters Score -1321188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1321214.000000 Penalty: 4643.055664
	Iteration 22Q: 3 clusters Score -1321214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1321232.750000 Penalty: 4643.055664
	Iteration 23Q: 3 clusters Score -1321233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1321242.750000 Penalty: 4643.055664
	Iteration 24Q: 3 clusters Score -1321243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1321250.875000 Penalty: 4643.055664
	Iteration 25Q: 3 clusters Score -1321251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1321262.375000 Penalty: 4643.055664
	Iteration 26Q: 3 clusters Score -1321262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1321271.500000 Penalty: 4643.055664
	Iteration 27Q: 3 clusters Score -1321272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1321279.625000 Penalty: 4643.055664
	Iteration 28Q: 3 clusters Score -1321280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1321284.750000 Penalty: 4643.055664
	Iteration 29Q: 3 clusters Score -1321285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1321291.000000 Penalty: 4643.055664
	Iteration 30Q: 3 clusters Score -1321291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1321296.625000 Penalty: 4643.055664
	Iteration 31Q: 3 clusters Score -1321297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1321306.250000 Penalty: 4643.055664
	Iteration 32Q: 3 clusters Score -1321306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1321317.125000 Penalty: 4643.055664
	Iteration 33Q: 3 clusters Score -1321317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1321324.000000 Penalty: 4643.055664
	Iteration 34Q: 3 clusters Score -1321324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1321335.000000 Penalty: 4643.055664
	Iteration 35Q: 3 clusters Score -1321335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1321342.625000 Penalty: 4643.055664
	Iteration 36Q: 3 clusters Score -1321343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1321348.125000 Penalty: 4643.055664
	Iteration 37Q: 3 clusters Score -1321348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1321349.625000 Penalty: 4643.055664
	Iteration 38Q: 3 clusters Score -1321350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1321357.375000 Penalty: 4643.055664
	Iteration 39Q: 3 clusters Score -1321357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1321361.000000 Penalty: 4643.055664
	Iteration 40F: 3 clusters Score -1321361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1321362.875000 Penalty: 4643.055664
	Iteration 41Q: 3 clusters Score -1321363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1321364.000000 Penalty: 4643.055664
	Iteration 42Q: 3 clusters Score -1321364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1321361.750000 Penalty: 4643.055664
	Iteration 43Q: 3 clusters Score -1321362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1321361.750000 Penalty: 4643.055664
	Iteration 44Q: 3 clusters Score -1321362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1321362.250000 Penalty: 4643.055664
	Iteration 45Q: 3 clusters Score -1321362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1321362.250000 Penalty: 4643.055664
	Iteration 46F: 3 clusters Score -1321362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Entering Unmasked Estep 
Score: -13868085.000000 Penalty: 2891.838135
	Iteration 0F: 2 clusters Score -1.386808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -13790395.000000 Penalty: 5783.676270
	Iteration 0F: 3 clusters Score -1.37904e+07 nChanged 55237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -13822793.000000 Penalty: 5783.676270
	Iteration 1F: 3 clusters Score -1.382279e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -13824204.000000 Penalty: 5783.676270
	Iteration 2Q: 3 clusters Score -1.38242e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -13826080.000000 Penalty: 5783.676270
	Iteration 3Q: 3 clusters Score -1.382608e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -13828814.000000 Penalty: 5783.676270
	Iteration 4Q: 3 clusters Score -1.382881e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -13832634.000000 Penalty: 5783.676270
	Iteration 5F: 3 clusters Score -1.383263e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -13838725.000000 Penalty: 5783.676270
	Iteration 6F: 3 clusters Score -1.383872e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -13846608.000000 Penalty: 5783.676270
	Iteration 7F: 3 clusters Score -1.384661e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -13853675.000000 Penalty: 5783.676270
	Iteration 8F: 3 clusters Score -1.385368e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -13858137.000000 Penalty: 5783.676270
	Iteration 9Q: 3 clusters Score -1.385814e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -13861148.000000 Penalty: 5783.676270
	Iteration 10Q: 3 clusters Score -1.386115e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -13863588.000000 Penalty: 5783.676270
	Iteration 11Q: 3 clusters Score -1.386359e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -13865307.000000 Penalty: 5783.676270
	Iteration 12Q: 3 clusters Score -1.386531e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -13866294.000000 Penalty: 5783.676270
	Iteration 13Q: 3 clusters Score -1.386629e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -13866886.000000 Penalty: 5783.676270
	Iteration 14Q: 3 clusters Score -1.386689e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -13867251.000000 Penalty: 5783.676270
	Iteration 15Q: 3 clusters Score -1.386725e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -13867504.000000 Penalty: 5783.676270
	Iteration 16Q: 3 clusters Score -1.38675e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -13867673.000000 Penalty: 5783.676270
	Iteration 17Q: 3 clusters Score -1.386767e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -13867712.000000 Penalty: 5783.676270
	Iteration 18Q: 3 clusters Score -1.386771e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -13867742.000000 Penalty: 5783.676270
	Iteration 19Q: 3 clusters Score -1.386774e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -13867789.000000 Penalty: 5783.676270
	Iteration 20F: 3 clusters Score -1.386779e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -13867855.000000 Penalty: 5783.676270
	Iteration 21Q: 3 clusters Score -1.386786e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -13867863.000000 Penalty: 5783.676270
	Iteration 22Q: 3 clusters Score -1.386786e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -13867889.000000 Penalty: 5783.676270
	Iteration 23Q: 3 clusters Score -1.386789e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -13867931.000000 Penalty: 5783.676270
	Iteration 24Q: 3 clusters Score -1.386793e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -13867927.000000 Penalty: 5783.676270
	Iteration 25Q: 3 clusters Score -1.386793e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -13867914.000000 Penalty: 5783.676270
	Iteration 26Q: 3 clusters Score -1.386791e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -13867909.000000 Penalty: 5783.676270
	Iteration 27Q: 3 clusters Score -1.386791e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -13867905.000000 Penalty: 5783.676270
	Iteration 28Q: 3 clusters Score -1.38679e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -13867918.000000 Penalty: 5783.676270
	Iteration 29Q: 3 clusters Score -1.386792e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -13867915.000000 Penalty: 5783.676270
	Iteration 30Q: 3 clusters Score -1.386792e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -13867907.000000 Penalty: 5783.676270
	Iteration 31Q: 3 clusters Score -1.386791e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -13867915.000000 Penalty: 5783.676270
	Iteration 32Q: 3 clusters Score -1.386792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -13867920.000000 Penalty: 5783.676270
	Iteration 33Q: 3 clusters Score -1.386792e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -13867937.000000 Penalty: 5783.676270
	Iteration 34Q: 3 clusters Score -1.386794e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -13867907.000000 Penalty: 5783.676270
	Iteration 35Q: 3 clusters Score -1.386791e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -13867924.000000 Penalty: 5783.676270
	Iteration 36Q: 3 clusters Score -1.386792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -13867935.000000 Penalty: 5783.676270
	Iteration 37Q: 3 clusters Score -1.386794e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -13867941.000000 Penalty: 5783.676270
	Iteration 38Q: 3 clusters Score -1.386794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -13867951.000000 Penalty: 5783.676270
	Iteration 39Q: 3 clusters Score -1.386795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -13867955.000000 Penalty: 5783.676270
	Iteration 40F: 3 clusters Score -1.386796e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -13867972.000000 Penalty: 5783.676270
	Iteration 41Q: 3 clusters Score -1.386797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -13867966.000000 Penalty: 5783.676270
	Iteration 42Q: 3 clusters Score -1.386797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -13867963.000000 Penalty: 5783.676270
	Iteration 43Q: 3 clusters Score -1.386796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -13867960.000000 Penalty: 5783.676270
	Iteration 44Q: 3 clusters Score -1.386796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -13867939.000000 Penalty: 5783.676270
	Iteration 45Q: 3 clusters Score -1.386794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88251 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -13867951.000000 Penalty: 5783.676270
	Iteration 46Q: 3 clusters Score -1.386795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -13867954.000000 Penalty: 5783.676270
	Iteration 47Q: 3 clusters Score -1.386795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -13867962.000000 Penalty: 5783.676270
	Iteration 48Q: 3 clusters Score -1.386796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -13867970.000000 Penalty: 5783.676270
	Iteration 49Q: 3 clusters Score -1.386797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -13867966.000000 Penalty: 5783.676270
	Iteration 50Q: 3 clusters Score -1.386797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -13867975.000000 Penalty: 5783.676270
	Iteration 51Q: 3 clusters Score -1.386798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -13867977.000000 Penalty: 5783.676270
	Iteration 52Q: 3 clusters Score -1.386798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -13867972.000000 Penalty: 5783.676270
	Iteration 53Q: 3 clusters Score -1.386797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -13867966.000000 Penalty: 5783.676270
	Iteration 54Q: 3 clusters Score -1.386797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -13867964.000000 Penalty: 5783.676270
	Iteration 55Q: 3 clusters Score -1.386796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -13867970.000000 Penalty: 5783.676270
	Iteration 56Q: 3 clusters Score -1.386797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -13867970.000000 Penalty: 5783.676270
	Iteration 57F: 3 clusters Score -1.386797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -480713.125000 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -480713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -476698.031250 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -476698 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -477830.531250 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -477830.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -478335.625000 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -478335.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -478782.812500 Penalty: 4157.274902
	Iteration 3F: 3 clusters Score -478782.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -479087.875000 Penalty: 4157.274902
	Iteration 4F: 3 clusters Score -479087.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -479253.937500 Penalty: 4157.274902
	Iteration 5F: 3 clusters Score -479253.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -479353.062500 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -479353.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -479420.593750 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -479420.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -479490.281250 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -479490.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -479532.281250 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -479532.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -479568.437500 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -479568.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -479591.593750 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -479591.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -479613.281250 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -479613.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -479632.156250 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -479632.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -479641.593750 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -479641.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -479649.687500 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -479649.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -479656.906250 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -479656.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -479663.812500 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -479663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -479670.375000 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -479670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -479673.656250 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -479673.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -479685.843750 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -479685.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -479699.343750 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -479699.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -479702.718750 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -479702.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -479708.937500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -479708.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -479713.218750 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -479713.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -479717.375000 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -479717.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -479720.281250 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -479720.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -479724.062500 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -479724.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -479728.843750 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -479728.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -479735.281250 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -479735.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -479748.187500 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -479748.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -479763.843750 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -479763.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -479777.937500 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -479777.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -479794.593750 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -479794.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -479811.093750 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -479811.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -479831.875000 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -479831.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -479851.531250 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -479851.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -479874.875000 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -479874.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -479903.125000 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -479903.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -479936.625000 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -479936.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -479980.375000 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -479980.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -480044.343750 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -480044.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -480109.500000 Penalty: 4157.274902
	Iteration 42Q: 3 clusters Score -480109.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -480170.468750 Penalty: 4157.274902
	Iteration 43Q: 3 clusters Score -480170.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -480217.406250 Penalty: 4157.274902
	Iteration 44Q: 3 clusters Score -480217.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -480250.218750 Penalty: 4157.274902
	Iteration 45Q: 3 clusters Score -480250.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -480272.843750 Penalty: 4157.274902
	Iteration 46Q: 3 clusters Score -480272.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -480288.250000 Penalty: 4157.274902
	Iteration 47Q: 3 clusters Score -480288.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -480299.562500 Penalty: 4157.274902
	Iteration 48Q: 3 clusters Score -480299.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -480307.031250 Penalty: 4157.274902
	Iteration 49Q: 3 clusters Score -480307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -480312.906250 Penalty: 4157.274902
	Iteration 50Q: 3 clusters Score -480312.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -480315.656250 Penalty: 4157.274902
	Iteration 51Q: 3 clusters Score -480315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -480318.375000 Penalty: 4157.274902
	Iteration 52Q: 3 clusters Score -480318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -480319.968750 Penalty: 4157.274902
	Iteration 53Q: 3 clusters Score -480320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -480320.062500 Penalty: 4157.274902
	Iteration 54Q: 3 clusters Score -480320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -480322.343750 Penalty: 4157.274902
	Iteration 55Q: 3 clusters Score -480322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -480321.968750 Penalty: 4157.274902
	Iteration 56Q: 3 clusters Score -480322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -480322.625000 Penalty: 4157.274902
	Iteration 57Q: 3 clusters Score -480322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -480322.718750 Penalty: 4157.274902
	Iteration 58Q: 3 clusters Score -480322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -480324.500000 Penalty: 4157.274902
	Iteration 59Q: 3 clusters Score -480324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -480323.812500 Penalty: 4157.274902
	Iteration 60F: 3 clusters Score -480323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -480325.375000 Penalty: 4157.274902
	Iteration 61Q: 3 clusters Score -480325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -480325.375000 Penalty: 4157.274902
	Iteration 62F: 3 clusters Score -480325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (175229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175229 members 
Entering Unmasked Estep 
Score: -21184698.000000 Penalty: 2994.314453
	Iteration 0F: 2 clusters Score -2.11847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -21076384.000000 Penalty: 5988.628906
	Iteration 0F: 3 clusters Score -2.107638e+07 nChanged 83783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -21125472.000000 Penalty: 5988.628906
	Iteration 1F: 3 clusters Score -2.112547e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -21126876.000000 Penalty: 5988.628906
	Iteration 2Q: 3 clusters Score -2.112688e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -21129044.000000 Penalty: 5988.628906
	Iteration 3Q: 3 clusters Score -2.112904e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -21132324.000000 Penalty: 5988.628906
	Iteration 4Q: 3 clusters Score -2.113232e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 98488 members 
Entering Unmasked Estep 
Score: -21137038.000000 Penalty: 5988.628906
	Iteration 5Q: 3 clusters Score -2.113704e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -21142970.000000 Penalty: 5988.628906
	Iteration 6F: 3 clusters Score -2.114297e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -21149752.000000 Penalty: 5988.628906
	Iteration 7F: 3 clusters Score -2.114975e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -21155826.000000 Penalty: 5988.628906
	Iteration 8F: 3 clusters Score -2.115583e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -21161028.000000 Penalty: 5988.628906
	Iteration 9F: 3 clusters Score -2.116103e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 127040 members 
Entering Unmasked Estep 
Score: -21165434.000000 Penalty: 5988.628906
	Iteration 10Q: 3 clusters Score -2.116543e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -21169998.000000 Penalty: 5988.628906
	Iteration 11Q: 3 clusters Score -2.117e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 142245 members 
Entering Unmasked Estep 
Score: -21173988.000000 Penalty: 5988.628906
	Iteration 12Q: 3 clusters Score -2.117399e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -21177300.000000 Penalty: 5988.628906
	Iteration 13Q: 3 clusters Score -2.11773e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 155424 members 
Entering Unmasked Estep 
Score: -21179740.000000 Penalty: 5988.628906
	Iteration 14Q: 3 clusters Score -2.117974e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 160345 members 
Entering Unmasked Estep 
Score: -21181246.000000 Penalty: 5988.628906
	Iteration 15Q: 3 clusters Score -2.118125e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -21182200.000000 Penalty: 5988.628906
	Iteration 16Q: 3 clusters Score -2.11822e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -21182808.000000 Penalty: 5988.628906
	Iteration 17Q: 3 clusters Score -2.118281e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -21183042.000000 Penalty: 5988.628906
	Iteration 18Q: 3 clusters Score -2.118304e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 169790 members 
Entering Unmasked Estep 
Score: -21183060.000000 Penalty: 5988.628906
	Iteration 19Q: 3 clusters Score -2.118306e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 170757 members 
Entering Unmasked Estep 
Score: -21182986.000000 Penalty: 5988.628906
	Iteration 20F: 3 clusters Score -2.118299e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -21183070.000000 Penalty: 5988.628906
	Iteration 21Q: 3 clusters Score -2.118307e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 171888 members 
Entering Unmasked Estep 
Score: -21183118.000000 Penalty: 5988.628906
	Iteration 22Q: 3 clusters Score -2.118312e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -21183086.000000 Penalty: 5988.628906
	Iteration 23Q: 3 clusters Score -2.118309e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -21183008.000000 Penalty: 5988.628906
	Iteration 24Q: 3 clusters Score -2.118301e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 172622 members 
Entering Unmasked Estep 
Score: -21183014.000000 Penalty: 5988.628906
	Iteration 25Q: 3 clusters Score -2.118301e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -21183016.000000 Penalty: 5988.628906
	Iteration 26Q: 3 clusters Score -2.118302e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 172960 members 
Entering Unmasked Estep 
Score: -21183072.000000 Penalty: 5988.628906
	Iteration 27Q: 3 clusters Score -2.118307e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 173063 members 
Entering Unmasked Estep 
Score: -21183082.000000 Penalty: 5988.628906
	Iteration 28Q: 3 clusters Score -2.118308e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -21183080.000000 Penalty: 5988.628906
	Iteration 29Q: 3 clusters Score -2.118308e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -21183076.000000 Penalty: 5988.628906
	Iteration 30Q: 3 clusters Score -2.118308e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 173313 members 
Entering Unmasked Estep 
Score: -21183058.000000 Penalty: 5988.628906
	Iteration 31Q: 3 clusters Score -2.118306e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 173360 members 
Entering Unmasked Estep 
Score: -21183034.000000 Penalty: 5988.628906
	Iteration 32Q: 3 clusters Score -2.118303e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 173410 members 
Entering Unmasked Estep 
Score: -21183050.000000 Penalty: 5988.628906
	Iteration 33Q: 3 clusters Score -2.118305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 173437 members 
Entering Unmasked Estep 
Score: -21183028.000000 Penalty: 5988.628906
	Iteration 34Q: 3 clusters Score -2.118303e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 173461 members 
Entering Unmasked Estep 
Score: -21183038.000000 Penalty: 5988.628906
	Iteration 35Q: 3 clusters Score -2.118304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -21183054.000000 Penalty: 5988.628906
	Iteration 36Q: 3 clusters Score -2.118305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 173489 members 
Entering Unmasked Estep 
Score: -21183042.000000 Penalty: 5988.628906
	Iteration 37Q: 3 clusters Score -2.118304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -21183032.000000 Penalty: 5988.628906
	Iteration 38Q: 3 clusters Score -2.118303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -21183024.000000 Penalty: 5988.628906
	Iteration 39Q: 3 clusters Score -2.118302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 173541 members 
Entering Unmasked Estep 
Score: -21183038.000000 Penalty: 5988.628906
	Iteration 40F: 3 clusters Score -2.118304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 173555 members 
Entering Unmasked Estep 
Score: -21183032.000000 Penalty: 5988.628906
	Iteration 41Q: 3 clusters Score -2.118303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -21183034.000000 Penalty: 5988.628906
	Iteration 42Q: 3 clusters Score -2.118303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 173565 members 
Entering Unmasked Estep 
Score: -21183032.000000 Penalty: 5988.628906
	Iteration 43Q: 3 clusters Score -2.118303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -21183040.000000 Penalty: 5988.628906
	Iteration 44Q: 3 clusters Score -2.118304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 173571 members 
Entering Unmasked Estep 
Score: -21183032.000000 Penalty: 5988.628906
	Iteration 45Q: 3 clusters Score -2.118303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 173579 members 
Entering Unmasked Estep 
Score: -21183030.000000 Penalty: 5988.628906
	Iteration 46Q: 3 clusters Score -2.118303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 173585 members 
Entering Unmasked Estep 
Score: -21183022.000000 Penalty: 5988.628906
	Iteration 47Q: 3 clusters Score -2.118302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 173592 members 
Entering Unmasked Estep 
Score: -21183024.000000 Penalty: 5988.628906
	Iteration 48Q: 3 clusters Score -2.118302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -21183032.000000 Penalty: 5988.628906
	Iteration 49Q: 3 clusters Score -2.118303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -21183036.000000 Penalty: 5988.628906
	Iteration 50Q: 3 clusters Score -2.118304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 173598 members 
Entering Unmasked Estep 
Score: -21183032.000000 Penalty: 5988.628906
	Iteration 51Q: 3 clusters Score -2.118303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 173600 members 
Entering Unmasked Estep 
Score: -21183038.000000 Penalty: 5988.628906
	Iteration 52Q: 3 clusters Score -2.118304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 173605 members 
Entering Unmasked Estep 
Score: -21183048.000000 Penalty: 5988.628906
	Iteration 53Q: 3 clusters Score -2.118305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 173609 members 
Entering Unmasked Estep 
Score: -21183038.000000 Penalty: 5988.628906
	Iteration 54Q: 3 clusters Score -2.118304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 173612 members 
Entering Unmasked Estep 
Score: -21183036.000000 Penalty: 5988.628906
	Iteration 55Q: 3 clusters Score -2.118304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 173618 members 
Entering Unmasked Estep 
Score: -21183040.000000 Penalty: 5988.628906
	Iteration 56Q: 3 clusters Score -2.118304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -21183050.000000 Penalty: 5988.628906
	Iteration 57Q: 3 clusters Score -2.118305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -21183062.000000 Penalty: 5988.628906
	Iteration 58Q: 3 clusters Score -2.118306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -21183062.000000 Penalty: 5988.628906
	Iteration 59Q: 3 clusters Score -2.118306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 173622 members 
Entering Unmasked Estep 
Score: -21183046.000000 Penalty: 5988.628906
	Iteration 60F: 3 clusters Score -2.118305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -867074.250000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -867074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -861199.437500 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -861199.4 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -862718.187500 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -862718.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -862988.312500 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -862988.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -863199.875000 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -863199.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -863444.500000 Penalty: 4410.871582
	Iteration 4F: 3 clusters Score -863444.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -863722.187500 Penalty: 4410.871582
	Iteration 5F: 3 clusters Score -863722.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -864056.812500 Penalty: 4410.871582
	Iteration 6F: 3 clusters Score -864056.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -864430.250000 Penalty: 4410.871582
	Iteration 7F: 3 clusters Score -864430.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -864756.937500 Penalty: 4410.871582
	Iteration 8F: 3 clusters Score -864756.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -865033.750000 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -865033.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -865212.687500 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -865212.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -865340.125000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -865340.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -865418.375000 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -865418.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -865470.937500 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -865470.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -865505.750000 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -865505.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -865527.937500 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -865527.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -865544.875000 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -865544.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -865551.875000 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -865551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -865558.875000 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -865558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -865563.750000 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -865563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -865566.437500 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -865566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -865570.437500 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -865570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -865569.125000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -865569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -865573.187500 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -865573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -865575.187500 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -865575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -865579.625000 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -865579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -865586.312500 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -865586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -865587.250000 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -865587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -865588.687500 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -865588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -865588.437500 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -865588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -865590.812500 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -865590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -865590.312500 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -865590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -865591.562500 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -865591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -865594.062500 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -865594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -865594.125000 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -865594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -865594.125000 Penalty: 4410.871582
	Iteration 35F: 3 clusters Score -865594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Entering Unmasked Estep 
Score: -2351820.500000 Penalty: 2467.052246
	Iteration 0F: 2 clusters Score -2351820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2337153.250000 Penalty: 4934.104492
	Iteration 0F: 3 clusters Score -2337153 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2342299.750000 Penalty: 4934.104492
	Iteration 1F: 3 clusters Score -2342300 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2342880.500000 Penalty: 4934.104492
	Iteration 2F: 3 clusters Score -2342880 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2343443.000000 Penalty: 4934.104492
	Iteration 3F: 3 clusters Score -2343443 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2344055.250000 Penalty: 4934.104492
	Iteration 4F: 3 clusters Score -2344055 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2344738.500000 Penalty: 4934.104492
	Iteration 5F: 3 clusters Score -2344738 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2345588.500000 Penalty: 4934.104492
	Iteration 6F: 3 clusters Score -2345588 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2346442.000000 Penalty: 4934.104492
	Iteration 7F: 3 clusters Score -2346442 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2347172.250000 Penalty: 4934.104492
	Iteration 8Q: 3 clusters Score -2347172 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2347718.750000 Penalty: 4934.104492
	Iteration 9Q: 3 clusters Score -2347719 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2348072.500000 Penalty: 4934.104492
	Iteration 10Q: 3 clusters Score -2348072 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2348296.000000 Penalty: 4934.104492
	Iteration 11Q: 3 clusters Score -2348296 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2348468.500000 Penalty: 4934.104492
	Iteration 12Q: 3 clusters Score -2348468 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2348628.500000 Penalty: 4934.104492
	Iteration 13Q: 3 clusters Score -2348628 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2348747.500000 Penalty: 4934.104492
	Iteration 14Q: 3 clusters Score -2348748 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2348839.750000 Penalty: 4934.104492
	Iteration 15Q: 3 clusters Score -2348840 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2348931.000000 Penalty: 4934.104492
	Iteration 16Q: 3 clusters Score -2348931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2349013.500000 Penalty: 4934.104492
	Iteration 17Q: 3 clusters Score -2349014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2349089.750000 Penalty: 4934.104492
	Iteration 18Q: 3 clusters Score -2349090 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2349144.250000 Penalty: 4934.104492
	Iteration 19Q: 3 clusters Score -2349144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2349188.250000 Penalty: 4934.104492
	Iteration 20F: 3 clusters Score -2349188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2349218.750000 Penalty: 4934.104492
	Iteration 21Q: 3 clusters Score -2349219 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2349259.000000 Penalty: 4934.104492
	Iteration 22Q: 3 clusters Score -2349259 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2349294.750000 Penalty: 4934.104492
	Iteration 23Q: 3 clusters Score -2349295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2349317.250000 Penalty: 4934.104492
	Iteration 24Q: 3 clusters Score -2349317 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2349345.750000 Penalty: 4934.104492
	Iteration 25Q: 3 clusters Score -2349346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2349383.750000 Penalty: 4934.104492
	Iteration 26Q: 3 clusters Score -2349384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2349401.000000 Penalty: 4934.104492
	Iteration 27Q: 3 clusters Score -2349401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2349430.500000 Penalty: 4934.104492
	Iteration 28Q: 3 clusters Score -2349430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2349458.750000 Penalty: 4934.104492
	Iteration 29Q: 3 clusters Score -2349459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2349484.500000 Penalty: 4934.104492
	Iteration 30Q: 3 clusters Score -2349484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2349504.250000 Penalty: 4934.104492
	Iteration 31Q: 3 clusters Score -2349504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2349523.500000 Penalty: 4934.104492
	Iteration 32Q: 3 clusters Score -2349524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2349542.250000 Penalty: 4934.104492
	Iteration 33Q: 3 clusters Score -2349542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2349553.000000 Penalty: 4934.104492
	Iteration 34Q: 3 clusters Score -2349553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2349563.500000 Penalty: 4934.104492
	Iteration 35Q: 3 clusters Score -2349564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2349581.000000 Penalty: 4934.104492
	Iteration 36Q: 3 clusters Score -2349581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2349591.500000 Penalty: 4934.104492
	Iteration 37Q: 3 clusters Score -2349592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2349606.250000 Penalty: 4934.104492
	Iteration 38Q: 3 clusters Score -2349606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2349622.750000 Penalty: 4934.104492
	Iteration 39Q: 3 clusters Score -2349623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2349628.500000 Penalty: 4934.104492
	Iteration 40F: 3 clusters Score -2349628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2349642.750000 Penalty: 4934.104492
	Iteration 41Q: 3 clusters Score -2349643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2349647.500000 Penalty: 4934.104492
	Iteration 42Q: 3 clusters Score -2349648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2349649.500000 Penalty: 4934.104492
	Iteration 43Q: 3 clusters Score -2349650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2349657.000000 Penalty: 4934.104492
	Iteration 44Q: 3 clusters Score -2349657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2349664.500000 Penalty: 4934.104492
	Iteration 45Q: 3 clusters Score -2349664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2349669.000000 Penalty: 4934.104492
	Iteration 46Q: 3 clusters Score -2349669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2349674.750000 Penalty: 4934.104492
	Iteration 47Q: 3 clusters Score -2349675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2349677.250000 Penalty: 4934.104492
	Iteration 48Q: 3 clusters Score -2349677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2349688.250000 Penalty: 4934.104492
	Iteration 49Q: 3 clusters Score -2349688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2349702.500000 Penalty: 4934.104492
	Iteration 50Q: 3 clusters Score -2349702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2349715.750000 Penalty: 4934.104492
	Iteration 51Q: 3 clusters Score -2349716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2349717.000000 Penalty: 4934.104492
	Iteration 52Q: 3 clusters Score -2349717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2349725.000000 Penalty: 4934.104492
	Iteration 53Q: 3 clusters Score -2349725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2349729.500000 Penalty: 4934.104492
	Iteration 54Q: 3 clusters Score -2349730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2349736.750000 Penalty: 4934.104492
	Iteration 55Q: 3 clusters Score -2349737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2349750.750000 Penalty: 4934.104492
	Iteration 56Q: 3 clusters Score -2349751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2349760.750000 Penalty: 4934.104492
	Iteration 57Q: 3 clusters Score -2349761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2349764.750000 Penalty: 4934.104492
	Iteration 58Q: 3 clusters Score -2349765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2349775.000000 Penalty: 4934.104492
	Iteration 59Q: 3 clusters Score -2349775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2349797.000000 Penalty: 4934.104492
	Iteration 60F: 3 clusters Score -2349797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2349806.750000 Penalty: 4934.104492
	Iteration 61Q: 3 clusters Score -2349807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2349822.500000 Penalty: 4934.104492
	Iteration 62Q: 3 clusters Score -2349822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2349836.500000 Penalty: 4934.104492
	Iteration 63Q: 3 clusters Score -2349836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2349849.750000 Penalty: 4934.104492
	Iteration 64Q: 3 clusters Score -2349850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2349868.250000 Penalty: 4934.104492
	Iteration 65Q: 3 clusters Score -2349868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2349890.000000 Penalty: 4934.104492
	Iteration 66Q: 3 clusters Score -2349890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2349901.500000 Penalty: 4934.104492
	Iteration 67Q: 3 clusters Score -2349902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2349914.500000 Penalty: 4934.104492
	Iteration 68Q: 3 clusters Score -2349914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2349918.500000 Penalty: 4934.104492
	Iteration 69Q: 3 clusters Score -2349918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2349927.000000 Penalty: 4934.104492
	Iteration 70Q: 3 clusters Score -2349927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2349934.750000 Penalty: 4934.104492
	Iteration 71Q: 3 clusters Score -2349935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2349948.000000 Penalty: 4934.104492
	Iteration 72Q: 3 clusters Score -2349948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2349952.750000 Penalty: 4934.104492
	Iteration 73Q: 3 clusters Score -2349953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2349957.750000 Penalty: 4934.104492
	Iteration 74Q: 3 clusters Score -2349958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2349963.250000 Penalty: 4934.104492
	Iteration 75Q: 3 clusters Score -2349963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2349964.500000 Penalty: 4934.104492
	Iteration 76Q: 3 clusters Score -2349964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2349975.750000 Penalty: 4934.104492
	Iteration 77Q: 3 clusters Score -2349976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2349973.500000 Penalty: 4934.104492
	Iteration 78Q: 3 clusters Score -2349974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2349986.000000 Penalty: 4934.104492
	Iteration 79Q: 3 clusters Score -2349986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2349992.500000 Penalty: 4934.104492
	Iteration 80F: 3 clusters Score -2349992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2350005.000000 Penalty: 4934.104492
	Iteration 81Q: 3 clusters Score -2350005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2350008.500000 Penalty: 4934.104492
	Iteration 82Q: 3 clusters Score -2350008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2350013.000000 Penalty: 4934.104492
	Iteration 83Q: 3 clusters Score -2350013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2350019.250000 Penalty: 4934.104492
	Iteration 84Q: 3 clusters Score -2350019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2350027.500000 Penalty: 4934.104492
	Iteration 85Q: 3 clusters Score -2350028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2350026.000000 Penalty: 4934.104492
	Iteration 86Q: 3 clusters Score -2350026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2350033.000000 Penalty: 4934.104492
	Iteration 87Q: 3 clusters Score -2350033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2350037.500000 Penalty: 4934.104492
	Iteration 88Q: 3 clusters Score -2350038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2350038.750000 Penalty: 4934.104492
	Iteration 89Q: 3 clusters Score -2350039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2350041.250000 Penalty: 4934.104492
	Iteration 90Q: 3 clusters Score -2350041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2350045.250000 Penalty: 4934.104492
	Iteration 91Q: 3 clusters Score -2350045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2350046.250000 Penalty: 4934.104492
	Iteration 92Q: 3 clusters Score -2350046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2350049.500000 Penalty: 4934.104492
	Iteration 93Q: 3 clusters Score -2350050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2350052.500000 Penalty: 4934.104492
	Iteration 94Q: 3 clusters Score -2350052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2350056.750000 Penalty: 4934.104492
	Iteration 95Q: 3 clusters Score -2350057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2350064.500000 Penalty: 4934.104492
	Iteration 96Q: 3 clusters Score -2350064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2350074.000000 Penalty: 4934.104492
	Iteration 97Q: 3 clusters Score -2350074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2350078.500000 Penalty: 4934.104492
	Iteration 98Q: 3 clusters Score -2350078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2350083.000000 Penalty: 4934.104492
	Iteration 99Q: 3 clusters Score -2350083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2350092.000000 Penalty: 4934.104492
	Iteration 100F: 3 clusters Score -2350092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2350103.500000 Penalty: 4934.104492
	Iteration 101Q: 3 clusters Score -2350104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2350122.250000 Penalty: 4934.104492
	Iteration 102Q: 3 clusters Score -2350122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2350141.250000 Penalty: 4934.104492
	Iteration 103Q: 3 clusters Score -2350141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2350187.000000 Penalty: 4934.104492
	Iteration 104Q: 3 clusters Score -2350187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2350213.000000 Penalty: 4934.104492
	Iteration 105Q: 3 clusters Score -2350213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2350235.500000 Penalty: 4934.104492
	Iteration 106Q: 3 clusters Score -2350236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2350288.500000 Penalty: 4934.104492
	Iteration 107Q: 3 clusters Score -2350288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2350341.750000 Penalty: 4934.104492
	Iteration 108Q: 3 clusters Score -2350342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2350422.250000 Penalty: 4934.104492
	Iteration 109Q: 3 clusters Score -2350422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2350517.000000 Penalty: 4934.104492
	Iteration 110Q: 3 clusters Score -2350517 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2350642.750000 Penalty: 4934.104492
	Iteration 111Q: 3 clusters Score -2350643 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2350778.500000 Penalty: 4934.104492
	Iteration 112Q: 3 clusters Score -2350778 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2350865.500000 Penalty: 4934.104492
	Iteration 113Q: 3 clusters Score -2350866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2350918.500000 Penalty: 4934.104492
	Iteration 114Q: 3 clusters Score -2350918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2350947.500000 Penalty: 4934.104492
	Iteration 115Q: 3 clusters Score -2350948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2350967.250000 Penalty: 4934.104492
	Iteration 116Q: 3 clusters Score -2350967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2350983.500000 Penalty: 4934.104492
	Iteration 117Q: 3 clusters Score -2350984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2350992.750000 Penalty: 4934.104492
	Iteration 118Q: 3 clusters Score -2350993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2351000.250000 Penalty: 4934.104492
	Iteration 119Q: 3 clusters Score -2351000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2351012.500000 Penalty: 4934.104492
	Iteration 120F: 3 clusters Score -2351012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2351022.000000 Penalty: 4934.104492
	Iteration 121Q: 3 clusters Score -2351022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2351025.500000 Penalty: 4934.104492
	Iteration 122Q: 3 clusters Score -2351026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2351031.000000 Penalty: 4934.104492
	Iteration 123Q: 3 clusters Score -2351031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2351038.750000 Penalty: 4934.104492
	Iteration 124Q: 3 clusters Score -2351039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2351042.750000 Penalty: 4934.104492
	Iteration 125Q: 3 clusters Score -2351043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2351050.500000 Penalty: 4934.104492
	Iteration 126Q: 3 clusters Score -2351050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2351053.250000 Penalty: 4934.104492
	Iteration 127Q: 3 clusters Score -2351053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2351054.500000 Penalty: 4934.104492
	Iteration 128Q: 3 clusters Score -2351054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2351057.000000 Penalty: 4934.104492
	Iteration 129Q: 3 clusters Score -2351057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2351057.000000 Penalty: 4934.104492
	Iteration 130F: 3 clusters Score -2351057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Entering Unmasked Estep 
Score: -916791.187500 Penalty: 2223.117676
	Iteration 0F: 2 clusters Score -916791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -910531.250000 Penalty: 4446.235352
	Iteration 0F: 3 clusters Score -910531.2 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -912382.562500 Penalty: 4446.235352
	Iteration 1F: 3 clusters Score -912382.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -912837.187500 Penalty: 4446.235352
	Iteration 2F: 3 clusters Score -912837.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -913250.625000 Penalty: 4446.235352
	Iteration 3F: 3 clusters Score -913250.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -913730.937500 Penalty: 4446.235352
	Iteration 4F: 3 clusters Score -913730.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -914227.812500 Penalty: 4446.235352
	Iteration 5F: 3 clusters Score -914227.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -914637.937500 Penalty: 4446.235352
	Iteration 6F: 3 clusters Score -914637.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -914927.812500 Penalty: 4446.235352
	Iteration 7Q: 3 clusters Score -914927.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -915140.250000 Penalty: 4446.235352
	Iteration 8Q: 3 clusters Score -915140.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -915304.062500 Penalty: 4446.235352
	Iteration 9Q: 3 clusters Score -915304.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -915422.687500 Penalty: 4446.235352
	Iteration 10Q: 3 clusters Score -915422.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -915510.375000 Penalty: 4446.235352
	Iteration 11Q: 3 clusters Score -915510.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -915563.062500 Penalty: 4446.235352
	Iteration 12Q: 3 clusters Score -915563.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -915603.000000 Penalty: 4446.235352
	Iteration 13Q: 3 clusters Score -915603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -915626.375000 Penalty: 4446.235352
	Iteration 14Q: 3 clusters Score -915626.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -915653.375000 Penalty: 4446.235352
	Iteration 15Q: 3 clusters Score -915653.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -915667.875000 Penalty: 4446.235352
	Iteration 16Q: 3 clusters Score -915667.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -915680.125000 Penalty: 4446.235352
	Iteration 17Q: 3 clusters Score -915680.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -915687.875000 Penalty: 4446.235352
	Iteration 18Q: 3 clusters Score -915687.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -915700.375000 Penalty: 4446.235352
	Iteration 19Q: 3 clusters Score -915700.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -915706.000000 Penalty: 4446.235352
	Iteration 20F: 3 clusters Score -915706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -915706.062500 Penalty: 4446.235352
	Iteration 21Q: 3 clusters Score -915706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -915710.375000 Penalty: 4446.235352
	Iteration 22Q: 3 clusters Score -915710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -915714.750000 Penalty: 4446.235352
	Iteration 23Q: 3 clusters Score -915714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -915716.750000 Penalty: 4446.235352
	Iteration 24Q: 3 clusters Score -915716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -915719.375000 Penalty: 4446.235352
	Iteration 25Q: 3 clusters Score -915719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -915721.687500 Penalty: 4446.235352
	Iteration 26Q: 3 clusters Score -915721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -915723.062500 Penalty: 4446.235352
	Iteration 27Q: 3 clusters Score -915723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -915727.437500 Penalty: 4446.235352
	Iteration 28Q: 3 clusters Score -915727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -915729.250000 Penalty: 4446.235352
	Iteration 29Q: 3 clusters Score -915729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -915729.375000 Penalty: 4446.235352
	Iteration 30Q: 3 clusters Score -915729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -915731.687500 Penalty: 4446.235352
	Iteration 31Q: 3 clusters Score -915731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -915733.187500 Penalty: 4446.235352
	Iteration 32Q: 3 clusters Score -915733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -915737.437500 Penalty: 4446.235352
	Iteration 33Q: 3 clusters Score -915737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -915738.625000 Penalty: 4446.235352
	Iteration 34Q: 3 clusters Score -915738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -915738.937500 Penalty: 4446.235352
	Iteration 35Q: 3 clusters Score -915738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -915743.625000 Penalty: 4446.235352
	Iteration 36Q: 3 clusters Score -915743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -915743.187500 Penalty: 4446.235352
	Iteration 37Q: 3 clusters Score -915743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -915742.187500 Penalty: 4446.235352
	Iteration 38Q: 3 clusters Score -915742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -915742.187500 Penalty: 4446.235352
	Iteration 39F: 3 clusters Score -915742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168464 members 
Entering Unmasked Estep 
Score: -20191586.000000 Penalty: 2984.550293
	Iteration 0F: 2 clusters Score -2.019159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84196 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -20079846.000000 Penalty: 5969.100586
	Iteration 0F: 3 clusters Score -2.007985e+07 nChanged 80609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -20127180.000000 Penalty: 5969.100586
	Iteration 1F: 3 clusters Score -2.012718e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -20128832.000000 Penalty: 5969.100586
	Iteration 2Q: 3 clusters Score -2.012883e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -20131024.000000 Penalty: 5969.100586
	Iteration 3Q: 3 clusters Score -2.013102e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -20134100.000000 Penalty: 5969.100586
	Iteration 4Q: 3 clusters Score -2.01341e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -20138314.000000 Penalty: 5969.100586
	Iteration 5F: 3 clusters Score -2.013831e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -20144152.000000 Penalty: 5969.100586
	Iteration 6F: 3 clusters Score -2.014415e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -20152010.000000 Penalty: 5969.100586
	Iteration 7F: 3 clusters Score -2.015201e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -20160956.000000 Penalty: 5969.100586
	Iteration 8F: 3 clusters Score -2.016096e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -20168120.000000 Penalty: 5969.100586
	Iteration 9F: 3 clusters Score -2.016812e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -20171798.000000 Penalty: 5969.100586
	Iteration 10Q: 3 clusters Score -2.01718e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 87612 members 
Entering Unmasked Estep 
Score: -20173630.000000 Penalty: 5969.100586
	Iteration 11Q: 3 clusters Score -2.017363e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -20174344.000000 Penalty: 5969.100586
	Iteration 12Q: 3 clusters Score -2.017434e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -20174888.000000 Penalty: 5969.100586
	Iteration 13Q: 3 clusters Score -2.017489e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -20175280.000000 Penalty: 5969.100586
	Iteration 14Q: 3 clusters Score -2.017528e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -20175744.000000 Penalty: 5969.100586
	Iteration 15Q: 3 clusters Score -2.017574e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -20176006.000000 Penalty: 5969.100586
	Iteration 16Q: 3 clusters Score -2.017601e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -20176308.000000 Penalty: 5969.100586
	Iteration 17Q: 3 clusters Score -2.017631e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -20176604.000000 Penalty: 5969.100586
	Iteration 18Q: 3 clusters Score -2.01766e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -20176726.000000 Penalty: 5969.100586
	Iteration 19Q: 3 clusters Score -2.017673e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -20176838.000000 Penalty: 5969.100586
	Iteration 20F: 3 clusters Score -2.017684e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -20177082.000000 Penalty: 5969.100586
	Iteration 21Q: 3 clusters Score -2.017708e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -20177208.000000 Penalty: 5969.100586
	Iteration 22Q: 3 clusters Score -2.017721e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -20177330.000000 Penalty: 5969.100586
	Iteration 23Q: 3 clusters Score -2.017733e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -20177496.000000 Penalty: 5969.100586
	Iteration 24Q: 3 clusters Score -2.01775e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -20177630.000000 Penalty: 5969.100586
	Iteration 25Q: 3 clusters Score -2.017763e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -20177692.000000 Penalty: 5969.100586
	Iteration 26Q: 3 clusters Score -2.017769e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -20177820.000000 Penalty: 5969.100586
	Iteration 27Q: 3 clusters Score -2.017782e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -20177974.000000 Penalty: 5969.100586
	Iteration 28Q: 3 clusters Score -2.017797e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -20178136.000000 Penalty: 5969.100586
	Iteration 29Q: 3 clusters Score -2.017814e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -20178402.000000 Penalty: 5969.100586
	Iteration 30Q: 3 clusters Score -2.01784e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 71101 members 
Entering Unmasked Estep 
Score: -20178582.000000 Penalty: 5969.100586
	Iteration 31Q: 3 clusters Score -2.017858e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -20178774.000000 Penalty: 5969.100586
	Iteration 32Q: 3 clusters Score -2.017877e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -20178974.000000 Penalty: 5969.100586
	Iteration 33Q: 3 clusters Score -2.017897e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101365 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -20179264.000000 Penalty: 5969.100586
	Iteration 34Q: 3 clusters Score -2.017926e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -20179398.000000 Penalty: 5969.100586
	Iteration 35Q: 3 clusters Score -2.01794e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -20179572.000000 Penalty: 5969.100586
	Iteration 36Q: 3 clusters Score -2.017957e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -20179766.000000 Penalty: 5969.100586
	Iteration 37Q: 3 clusters Score -2.017977e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -20179918.000000 Penalty: 5969.100586
	Iteration 38Q: 3 clusters Score -2.017992e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -20180062.000000 Penalty: 5969.100586
	Iteration 39Q: 3 clusters Score -2.018006e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -20180312.000000 Penalty: 5969.100586
	Iteration 40F: 3 clusters Score -2.018031e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -20180468.000000 Penalty: 5969.100586
	Iteration 41Q: 3 clusters Score -2.018047e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -20180658.000000 Penalty: 5969.100586
	Iteration 42Q: 3 clusters Score -2.018066e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112951 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -20180872.000000 Penalty: 5969.100586
	Iteration 43Q: 3 clusters Score -2.018087e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -20181026.000000 Penalty: 5969.100586
	Iteration 44Q: 3 clusters Score -2.018103e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115533 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -20181224.000000 Penalty: 5969.100586
	Iteration 45Q: 3 clusters Score -2.018122e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116870 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -20181392.000000 Penalty: 5969.100586
	Iteration 46Q: 3 clusters Score -2.018139e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -20181668.000000 Penalty: 5969.100586
	Iteration 47Q: 3 clusters Score -2.018167e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -20181836.000000 Penalty: 5969.100586
	Iteration 48Q: 3 clusters Score -2.018184e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -20182016.000000 Penalty: 5969.100586
	Iteration 49Q: 3 clusters Score -2.018202e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -20182182.000000 Penalty: 5969.100586
	Iteration 50Q: 3 clusters Score -2.018218e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123381 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -20182386.000000 Penalty: 5969.100586
	Iteration 51Q: 3 clusters Score -2.018239e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124605 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -20182692.000000 Penalty: 5969.100586
	Iteration 52Q: 3 clusters Score -2.018269e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -20182868.000000 Penalty: 5969.100586
	Iteration 53Q: 3 clusters Score -2.018287e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -20183090.000000 Penalty: 5969.100586
	Iteration 54Q: 3 clusters Score -2.018309e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128112 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -20183276.000000 Penalty: 5969.100586
	Iteration 55Q: 3 clusters Score -2.018328e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129267 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -20183376.000000 Penalty: 5969.100586
	Iteration 56Q: 3 clusters Score -2.018338e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130411 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -20183530.000000 Penalty: 5969.100586
	Iteration 57Q: 3 clusters Score -2.018353e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -20183760.000000 Penalty: 5969.100586
	Iteration 58Q: 3 clusters Score -2.018376e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132761 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -20183920.000000 Penalty: 5969.100586
	Iteration 59Q: 3 clusters Score -2.018392e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -20184144.000000 Penalty: 5969.100586
	Iteration 60F: 3 clusters Score -2.018414e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135001 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -20184372.000000 Penalty: 5969.100586
	Iteration 61Q: 3 clusters Score -2.018437e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -20184484.000000 Penalty: 5969.100586
	Iteration 62Q: 3 clusters Score -2.018448e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137177 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -20184734.000000 Penalty: 5969.100586
	Iteration 63Q: 3 clusters Score -2.018473e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -20184978.000000 Penalty: 5969.100586
	Iteration 64Q: 3 clusters Score -2.018498e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139170 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -20185174.000000 Penalty: 5969.100586
	Iteration 65Q: 3 clusters Score -2.018517e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -20185356.000000 Penalty: 5969.100586
	Iteration 66Q: 3 clusters Score -2.018536e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -20185524.000000 Penalty: 5969.100586
	Iteration 67Q: 3 clusters Score -2.018552e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142167 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -20185688.000000 Penalty: 5969.100586
	Iteration 68Q: 3 clusters Score -2.018569e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -20185926.000000 Penalty: 5969.100586
	Iteration 69Q: 3 clusters Score -2.018593e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -20186120.000000 Penalty: 5969.100586
	Iteration 70Q: 3 clusters Score -2.018612e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145023 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -20186198.000000 Penalty: 5969.100586
	Iteration 71Q: 3 clusters Score -2.01862e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -20186360.000000 Penalty: 5969.100586
	Iteration 72Q: 3 clusters Score -2.018636e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146840 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -20186574.000000 Penalty: 5969.100586
	Iteration 73Q: 3 clusters Score -2.018657e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147721 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -20186708.000000 Penalty: 5969.100586
	Iteration 74Q: 3 clusters Score -2.018671e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148536 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -20186928.000000 Penalty: 5969.100586
	Iteration 75Q: 3 clusters Score -2.018693e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149309 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -20186986.000000 Penalty: 5969.100586
	Iteration 76Q: 3 clusters Score -2.018699e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -20187216.000000 Penalty: 5969.100586
	Iteration 77Q: 3 clusters Score -2.018722e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -20187372.000000 Penalty: 5969.100586
	Iteration 78Q: 3 clusters Score -2.018737e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151641 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -20187544.000000 Penalty: 5969.100586
	Iteration 79Q: 3 clusters Score -2.018754e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152405 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -20187720.000000 Penalty: 5969.100586
	Iteration 80F: 3 clusters Score -2.018772e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -20187834.000000 Penalty: 5969.100586
	Iteration 81Q: 3 clusters Score -2.018783e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -20187934.000000 Penalty: 5969.100586
	Iteration 82Q: 3 clusters Score -2.018793e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154449 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -20188110.000000 Penalty: 5969.100586
	Iteration 83Q: 3 clusters Score -2.018811e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -20188260.000000 Penalty: 5969.100586
	Iteration 84Q: 3 clusters Score -2.018826e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -20188340.000000 Penalty: 5969.100586
	Iteration 85Q: 3 clusters Score -2.018834e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156146 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -20188422.000000 Penalty: 5969.100586
	Iteration 86Q: 3 clusters Score -2.018842e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -20188484.000000 Penalty: 5969.100586
	Iteration 87Q: 3 clusters Score -2.018848e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -20188532.000000 Penalty: 5969.100586
	Iteration 88Q: 3 clusters Score -2.018853e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -20188576.000000 Penalty: 5969.100586
	Iteration 89Q: 3 clusters Score -2.018858e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -20188586.000000 Penalty: 5969.100586
	Iteration 90Q: 3 clusters Score -2.018859e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158117 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -20188606.000000 Penalty: 5969.100586
	Iteration 91Q: 3 clusters Score -2.018861e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -20188628.000000 Penalty: 5969.100586
	Iteration 92Q: 3 clusters Score -2.018863e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -20188666.000000 Penalty: 5969.100586
	Iteration 93Q: 3 clusters Score -2.018867e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -20188716.000000 Penalty: 5969.100586
	Iteration 94Q: 3 clusters Score -2.018872e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -20188740.000000 Penalty: 5969.100586
	Iteration 95Q: 3 clusters Score -2.018874e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -20188744.000000 Penalty: 5969.100586
	Iteration 96Q: 3 clusters Score -2.018874e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -20188800.000000 Penalty: 5969.100586
	Iteration 97Q: 3 clusters Score -2.01888e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -20188790.000000 Penalty: 5969.100586
	Iteration 98Q: 3 clusters Score -2.018879e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160300 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -20188808.000000 Penalty: 5969.100586
	Iteration 99Q: 3 clusters Score -2.018881e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160543 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -20188824.000000 Penalty: 5969.100586
	Iteration 100F: 3 clusters Score -2.018882e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -20188838.000000 Penalty: 5969.100586
	Iteration 101Q: 3 clusters Score -2.018884e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -20188842.000000 Penalty: 5969.100586
	Iteration 102Q: 3 clusters Score -2.018884e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161186 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -20188900.000000 Penalty: 5969.100586
	Iteration 103Q: 3 clusters Score -2.01889e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161385 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -20188952.000000 Penalty: 5969.100586
	Iteration 104Q: 3 clusters Score -2.018895e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161573 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -20189006.000000 Penalty: 5969.100586
	Iteration 105Q: 3 clusters Score -2.018901e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -20189000.000000 Penalty: 5969.100586
	Iteration 106Q: 3 clusters Score -2.0189e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161899 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -20189024.000000 Penalty: 5969.100586
	Iteration 107Q: 3 clusters Score -2.018902e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162044 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -20189028.000000 Penalty: 5969.100586
	Iteration 108Q: 3 clusters Score -2.018903e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -20189042.000000 Penalty: 5969.100586
	Iteration 109Q: 3 clusters Score -2.018904e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -20189044.000000 Penalty: 5969.100586
	Iteration 110Q: 3 clusters Score -2.018904e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -20189070.000000 Penalty: 5969.100586
	Iteration 111Q: 3 clusters Score -2.018907e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162512 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -20189050.000000 Penalty: 5969.100586
	Iteration 112Q: 3 clusters Score -2.018905e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162592 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -20189052.000000 Penalty: 5969.100586
	Iteration 113Q: 3 clusters Score -2.018905e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -20189052.000000 Penalty: 5969.100586
	Iteration 114Q: 3 clusters Score -2.018905e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162759 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -20189100.000000 Penalty: 5969.100586
	Iteration 115Q: 3 clusters Score -2.01891e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -20189086.000000 Penalty: 5969.100586
	Iteration 116Q: 3 clusters Score -2.018909e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -20189148.000000 Penalty: 5969.100586
	Iteration 117Q: 3 clusters Score -2.018915e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162964 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -20189162.000000 Penalty: 5969.100586
	Iteration 118Q: 3 clusters Score -2.018916e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -20189158.000000 Penalty: 5969.100586
	Iteration 119Q: 3 clusters Score -2.018916e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -20189154.000000 Penalty: 5969.100586
	Iteration 120F: 3 clusters Score -2.018915e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163126 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -20189132.000000 Penalty: 5969.100586
	Iteration 121Q: 3 clusters Score -2.018913e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -20189134.000000 Penalty: 5969.100586
	Iteration 122Q: 3 clusters Score -2.018913e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -20189146.000000 Penalty: 5969.100586
	Iteration 123Q: 3 clusters Score -2.018915e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -20189138.000000 Penalty: 5969.100586
	Iteration 124Q: 3 clusters Score -2.018914e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163340 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -20189150.000000 Penalty: 5969.100586
	Iteration 125Q: 3 clusters Score -2.018915e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163383 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -20189178.000000 Penalty: 5969.100586
	Iteration 126Q: 3 clusters Score -2.018918e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -20189182.000000 Penalty: 5969.100586
	Iteration 127Q: 3 clusters Score -2.018918e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -20189150.000000 Penalty: 5969.100586
	Iteration 128Q: 3 clusters Score -2.018915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -20189174.000000 Penalty: 5969.100586
	Iteration 129Q: 3 clusters Score -2.018917e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163582 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -20189190.000000 Penalty: 5969.100586
	Iteration 130Q: 3 clusters Score -2.018919e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -20189180.000000 Penalty: 5969.100586
	Iteration 131Q: 3 clusters Score -2.018918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -20189188.000000 Penalty: 5969.100586
	Iteration 132Q: 3 clusters Score -2.018919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -20189190.000000 Penalty: 5969.100586
	Iteration 133Q: 3 clusters Score -2.018919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -20189214.000000 Penalty: 5969.100586
	Iteration 134Q: 3 clusters Score -2.018921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163733 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -20189222.000000 Penalty: 5969.100586
	Iteration 135Q: 3 clusters Score -2.018922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163760 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -20189228.000000 Penalty: 5969.100586
	Iteration 136Q: 3 clusters Score -2.018923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163789 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -20189224.000000 Penalty: 5969.100586
	Iteration 137Q: 3 clusters Score -2.018922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -20189236.000000 Penalty: 5969.100586
	Iteration 138Q: 3 clusters Score -2.018924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163850 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -20189246.000000 Penalty: 5969.100586
	Iteration 139Q: 3 clusters Score -2.018925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -20189226.000000 Penalty: 5969.100586
	Iteration 140F: 3 clusters Score -2.018923e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163924 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -20189254.000000 Penalty: 5969.100586
	Iteration 141Q: 3 clusters Score -2.018925e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -20189234.000000 Penalty: 5969.100586
	Iteration 142Q: 3 clusters Score -2.018923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -20189242.000000 Penalty: 5969.100586
	Iteration 143Q: 3 clusters Score -2.018924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -20189242.000000 Penalty: 5969.100586
	Iteration 144Q: 3 clusters Score -2.018924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -20189288.000000 Penalty: 5969.100586
	Iteration 145Q: 3 clusters Score -2.018929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -20189254.000000 Penalty: 5969.100586
	Iteration 146Q: 3 clusters Score -2.018925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164130 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -20189254.000000 Penalty: 5969.100586
	Iteration 147Q: 3 clusters Score -2.018925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -20189264.000000 Penalty: 5969.100586
	Iteration 148Q: 3 clusters Score -2.018926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -20189286.000000 Penalty: 5969.100586
	Iteration 149Q: 3 clusters Score -2.018929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -20189272.000000 Penalty: 5969.100586
	Iteration 150Q: 3 clusters Score -2.018927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -20189282.000000 Penalty: 5969.100586
	Iteration 151Q: 3 clusters Score -2.018928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -20189304.000000 Penalty: 5969.100586
	Iteration 152Q: 3 clusters Score -2.01893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -20189312.000000 Penalty: 5969.100586
	Iteration 153Q: 3 clusters Score -2.018931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164298 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -20189296.000000 Penalty: 5969.100586
	Iteration 154Q: 3 clusters Score -2.01893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -20189304.000000 Penalty: 5969.100586
	Iteration 155Q: 3 clusters Score -2.01893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164337 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -20189316.000000 Penalty: 5969.100586
	Iteration 156Q: 3 clusters Score -2.018932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -20189318.000000 Penalty: 5969.100586
	Iteration 157Q: 3 clusters Score -2.018932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164373 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -20189326.000000 Penalty: 5969.100586
	Iteration 158Q: 3 clusters Score -2.018933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -20189316.000000 Penalty: 5969.100586
	Iteration 159Q: 3 clusters Score -2.018932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164402 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -20189314.000000 Penalty: 5969.100586
	Iteration 160F: 3 clusters Score -2.018931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164412 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -20189326.000000 Penalty: 5969.100586
	Iteration 161Q: 3 clusters Score -2.018933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -20189324.000000 Penalty: 5969.100586
	Iteration 162Q: 3 clusters Score -2.018932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164429 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -20189328.000000 Penalty: 5969.100586
	Iteration 163Q: 3 clusters Score -2.018933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -20189336.000000 Penalty: 5969.100586
	Iteration 164Q: 3 clusters Score -2.018934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -20189334.000000 Penalty: 5969.100586
	Iteration 165Q: 3 clusters Score -2.018933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164450 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -20189312.000000 Penalty: 5969.100586
	Iteration 166Q: 3 clusters Score -2.018931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -20189312.000000 Penalty: 5969.100586
	Iteration 167Q: 3 clusters Score -2.018931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -20189310.000000 Penalty: 5969.100586
	Iteration 168Q: 3 clusters Score -2.018931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -20189298.000000 Penalty: 5969.100586
	Iteration 169Q: 3 clusters Score -2.01893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164498 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20189328.000000 Penalty: 5969.100586
	Iteration 170Q: 3 clusters Score -2.018933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164509 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -20189360.000000 Penalty: 5969.100586
	Iteration 171Q: 3 clusters Score -2.018936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -20189354.000000 Penalty: 5969.100586
	Iteration 172Q: 3 clusters Score -2.018935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -20189338.000000 Penalty: 5969.100586
	Iteration 173Q: 3 clusters Score -2.018934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -20189336.000000 Penalty: 5969.100586
	Iteration 174Q: 3 clusters Score -2.018934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164521 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -20189328.000000 Penalty: 5969.100586
	Iteration 175Q: 3 clusters Score -2.018933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -20189312.000000 Penalty: 5969.100586
	Iteration 176Q: 3 clusters Score -2.018931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -20189304.000000 Penalty: 5969.100586
	Iteration 177Q: 3 clusters Score -2.01893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -20189312.000000 Penalty: 5969.100586
	Iteration 178Q: 3 clusters Score -2.018931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -20189318.000000 Penalty: 5969.100586
	Iteration 179Q: 3 clusters Score -2.018932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164526 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -20189320.000000 Penalty: 5969.100586
	Iteration 180F: 3 clusters Score -2.018932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -28885.615234 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -28885.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27664.679688 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -27664.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27874.537109 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -27874.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28060.966797 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -28060.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28115.011719 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -28115.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28140.863281 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -28140.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28160.462891 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -28160.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28175.898438 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -28175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28186.015625 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -28186.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28190.675781 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -28190.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28190.675781 Penalty: 2803.634521
	Iteration 9F: 3 clusters Score -28190.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110357 members 
Entering Unmasked Estep 
Score: -13102958.000000 Penalty: 2879.645996
	Iteration 0F: 2 clusters Score -1.310296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -13029666.000000 Penalty: 5759.291992
	Iteration 0F: 3 clusters Score -1.302967e+07 nChanged 52164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -13059832.000000 Penalty: 5759.291992
	Iteration 1F: 3 clusters Score -1.305983e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -13061045.000000 Penalty: 5759.291992
	Iteration 2Q: 3 clusters Score -1.306104e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -13062434.000000 Penalty: 5759.291992
	Iteration 3Q: 3 clusters Score -1.306243e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -13064283.000000 Penalty: 5759.291992
	Iteration 4Q: 3 clusters Score -1.306428e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -13066960.000000 Penalty: 5759.291992
	Iteration 5F: 3 clusters Score -1.306696e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -13070438.000000 Penalty: 5759.291992
	Iteration 6F: 3 clusters Score -1.307044e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -13074476.000000 Penalty: 5759.291992
	Iteration 7F: 3 clusters Score -1.307448e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -13078815.000000 Penalty: 5759.291992
	Iteration 8F: 3 clusters Score -1.307882e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -13083110.000000 Penalty: 5759.291992
	Iteration 9F: 3 clusters Score -1.308311e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -13087720.000000 Penalty: 5759.291992
	Iteration 10F: 3 clusters Score -1.308772e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -13092093.000000 Penalty: 5759.291992
	Iteration 11Q: 3 clusters Score -1.309209e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -13095455.000000 Penalty: 5759.291992
	Iteration 12Q: 3 clusters Score -1.309546e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -13097757.000000 Penalty: 5759.291992
	Iteration 13Q: 3 clusters Score -1.309776e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -13099060.000000 Penalty: 5759.291992
	Iteration 14Q: 3 clusters Score -1.309906e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -13099724.000000 Penalty: 5759.291992
	Iteration 15Q: 3 clusters Score -1.309972e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -13100085.000000 Penalty: 5759.291992
	Iteration 16Q: 3 clusters Score -1.310008e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -13100396.000000 Penalty: 5759.291992
	Iteration 17Q: 3 clusters Score -1.31004e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -13100591.000000 Penalty: 5759.291992
	Iteration 18Q: 3 clusters Score -1.310059e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13100765.000000 Penalty: 5759.291992
	Iteration 19Q: 3 clusters Score -1.310076e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -13100893.000000 Penalty: 5759.291992
	Iteration 20F: 3 clusters Score -1.310089e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13100947.000000 Penalty: 5759.291992
	Iteration 21Q: 3 clusters Score -1.310095e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -13100992.000000 Penalty: 5759.291992
	Iteration 22Q: 3 clusters Score -1.310099e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -13101016.000000 Penalty: 5759.291992
	Iteration 23Q: 3 clusters Score -1.310102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108430 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -13101009.000000 Penalty: 5759.291992
	Iteration 24Q: 3 clusters Score -1.310101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13101022.000000 Penalty: 5759.291992
	Iteration 25Q: 3 clusters Score -1.310102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -13101032.000000 Penalty: 5759.291992
	Iteration 26Q: 3 clusters Score -1.310103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13101041.000000 Penalty: 5759.291992
	Iteration 27Q: 3 clusters Score -1.310104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -13101044.000000 Penalty: 5759.291992
	Iteration 28Q: 3 clusters Score -1.310104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108484 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -13101058.000000 Penalty: 5759.291992
	Iteration 29Q: 3 clusters Score -1.310106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108489 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -13101070.000000 Penalty: 5759.291992
	Iteration 30Q: 3 clusters Score -1.310107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -13101071.000000 Penalty: 5759.291992
	Iteration 31Q: 3 clusters Score -1.310107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -13101069.000000 Penalty: 5759.291992
	Iteration 32Q: 3 clusters Score -1.310107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13101070.000000 Penalty: 5759.291992
	Iteration 33Q: 3 clusters Score -1.310107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -13101080.000000 Penalty: 5759.291992
	Iteration 34Q: 3 clusters Score -1.310108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -13101071.000000 Penalty: 5759.291992
	Iteration 35Q: 3 clusters Score -1.310107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -13101068.000000 Penalty: 5759.291992
	Iteration 36Q: 3 clusters Score -1.310107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -13101069.000000 Penalty: 5759.291992
	Iteration 37Q: 3 clusters Score -1.310107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -13101073.000000 Penalty: 5759.291992
	Iteration 38Q: 3 clusters Score -1.310107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -13101073.000000 Penalty: 5759.291992
	Iteration 39F: 3 clusters Score -1.310107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Entering Unmasked Estep 
Score: -3327460.500000 Penalty: 2546.461914
	Iteration 0F: 2 clusters Score -3327460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3307658.250000 Penalty: 5092.923828
	Iteration 0F: 3 clusters Score -3307658 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3314677.250000 Penalty: 5092.923828
	Iteration 1F: 3 clusters Score -3314677 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3315073.250000 Penalty: 5092.923828
	Iteration 2Q: 3 clusters Score -3315073 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3315429.250000 Penalty: 5092.923828
	Iteration 3Q: 3 clusters Score -3315429 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3315759.500000 Penalty: 5092.923828
	Iteration 4Q: 3 clusters Score -3315760 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3316087.500000 Penalty: 5092.923828
	Iteration 5Q: 3 clusters Score -3316088 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3316429.500000 Penalty: 5092.923828
	Iteration 6Q: 3 clusters Score -3316430 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3316909.250000 Penalty: 5092.923828
	Iteration 7Q: 3 clusters Score -3316909 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3317512.500000 Penalty: 5092.923828
	Iteration 8Q: 3 clusters Score -3317512 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3318360.500000 Penalty: 5092.923828
	Iteration 9Q: 3 clusters Score -3318360 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3319422.500000 Penalty: 5092.923828
	Iteration 10F: 3 clusters Score -3319422 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3320724.750000 Penalty: 5092.923828
	Iteration 11F: 3 clusters Score -3320725 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3322098.500000 Penalty: 5092.923828
	Iteration 12F: 3 clusters Score -3322098 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3323317.500000 Penalty: 5092.923828
	Iteration 13Q: 3 clusters Score -3323318 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3324166.000000 Penalty: 5092.923828
	Iteration 14Q: 3 clusters Score -3324166 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3324688.000000 Penalty: 5092.923828
	Iteration 15Q: 3 clusters Score -3324688 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3324991.500000 Penalty: 5092.923828
	Iteration 16Q: 3 clusters Score -3324992 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3325168.750000 Penalty: 5092.923828
	Iteration 17Q: 3 clusters Score -3325169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3325265.500000 Penalty: 5092.923828
	Iteration 18Q: 3 clusters Score -3325266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3325320.500000 Penalty: 5092.923828
	Iteration 19Q: 3 clusters Score -3325320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3325361.250000 Penalty: 5092.923828
	Iteration 20F: 3 clusters Score -3325361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3325388.250000 Penalty: 5092.923828
	Iteration 21Q: 3 clusters Score -3325388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3325400.750000 Penalty: 5092.923828
	Iteration 22Q: 3 clusters Score -3325401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3325404.250000 Penalty: 5092.923828
	Iteration 23Q: 3 clusters Score -3325404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3325407.000000 Penalty: 5092.923828
	Iteration 24Q: 3 clusters Score -3325407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3325411.750000 Penalty: 5092.923828
	Iteration 25Q: 3 clusters Score -3325412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3325411.750000 Penalty: 5092.923828
	Iteration 26Q: 3 clusters Score -3325412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3325411.750000 Penalty: 5092.923828
	Iteration 27F: 3 clusters Score -3325412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (241608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Entering Unmasked Estep 
Score: -28341396.000000 Penalty: 3073.977783
	Iteration 0F: 2 clusters Score -2.83414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -28179220.000000 Penalty: 6147.955566
	Iteration 0F: 3 clusters Score -2.817922e+07 nChanged 116330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125318 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -28248526.000000 Penalty: 6147.955566
	Iteration 1F: 3 clusters Score -2.824853e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -28250430.000000 Penalty: 6147.955566
	Iteration 2Q: 3 clusters Score -2.825043e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132987 members 
Mstep: Class 2 contains 108621 members 
Entering Unmasked Estep 
Score: -28252740.000000 Penalty: 6147.955566
	Iteration 3Q: 3 clusters Score -2.825274e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140043 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -28256346.000000 Penalty: 6147.955566
	Iteration 4Q: 3 clusters Score -2.825635e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150406 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -28262190.000000 Penalty: 6147.955566
	Iteration 5Q: 3 clusters Score -2.826219e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164642 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -28271284.000000 Penalty: 6147.955566
	Iteration 6F: 3 clusters Score -2.827128e+07 nChanged 18338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182752 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -28285574.000000 Penalty: 6147.955566
	Iteration 7F: 3 clusters Score -2.828557e+07 nChanged 20099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202809 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -28303470.000000 Penalty: 6147.955566
	Iteration 8F: 3 clusters Score -2.830347e+07 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220062 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -28319776.000000 Penalty: 6147.955566
	Iteration 9F: 3 clusters Score -2.831978e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231414 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -28330452.000000 Penalty: 6147.955566
	Iteration 10Q: 3 clusters Score -2.833045e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237255 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -28335704.000000 Penalty: 6147.955566
	Iteration 11Q: 3 clusters Score -2.83357e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239566 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -28337664.000000 Penalty: 6147.955566
	Iteration 12Q: 3 clusters Score -2.833766e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240378 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -28338376.000000 Penalty: 6147.955566
	Iteration 13Q: 3 clusters Score -2.833838e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240691 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -28338690.000000 Penalty: 6147.955566
	Iteration 14Q: 3 clusters Score -2.833869e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240818 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -28338844.000000 Penalty: 6147.955566
	Iteration 15Q: 3 clusters Score -2.833884e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240870 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -28338944.000000 Penalty: 6147.955566
	Iteration 16Q: 3 clusters Score -2.833894e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240921 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -28339026.000000 Penalty: 6147.955566
	Iteration 17Q: 3 clusters Score -2.833903e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240936 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -28339090.000000 Penalty: 6147.955566
	Iteration 18Q: 3 clusters Score -2.833909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240950 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -28339130.000000 Penalty: 6147.955566
	Iteration 19Q: 3 clusters Score -2.833913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240953 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -28339140.000000 Penalty: 6147.955566
	Iteration 20F: 3 clusters Score -2.833914e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240948 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28339160.000000 Penalty: 6147.955566
	Iteration 21Q: 3 clusters Score -2.833916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240946 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -28339170.000000 Penalty: 6147.955566
	Iteration 22Q: 3 clusters Score -2.833917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240942 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -28339180.000000 Penalty: 6147.955566
	Iteration 23Q: 3 clusters Score -2.833918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240944 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -28339190.000000 Penalty: 6147.955566
	Iteration 24Q: 3 clusters Score -2.833919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240949 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -28339190.000000 Penalty: 6147.955566
	Iteration 25Q: 3 clusters Score -2.833919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240955 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -28339198.000000 Penalty: 6147.955566
	Iteration 26Q: 3 clusters Score -2.83392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240957 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -28339216.000000 Penalty: 6147.955566
	Iteration 27Q: 3 clusters Score -2.833922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240958 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -28339202.000000 Penalty: 6147.955566
	Iteration 28Q: 3 clusters Score -2.83392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240955 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -28339194.000000 Penalty: 6147.955566
	Iteration 29Q: 3 clusters Score -2.833919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240961 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -28339204.000000 Penalty: 6147.955566
	Iteration 30Q: 3 clusters Score -2.83392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240960 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -28339216.000000 Penalty: 6147.955566
	Iteration 31Q: 3 clusters Score -2.833922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240957 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -28339216.000000 Penalty: 6147.955566
	Iteration 32Q: 3 clusters Score -2.833922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240957 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -28339224.000000 Penalty: 6147.955566
	Iteration 33Q: 3 clusters Score -2.833922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240957 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -28339226.000000 Penalty: 6147.955566
	Iteration 34Q: 3 clusters Score -2.833923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240954 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -28339246.000000 Penalty: 6147.955566
	Iteration 35Q: 3 clusters Score -2.833925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240953 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -28339240.000000 Penalty: 6147.955566
	Iteration 36Q: 3 clusters Score -2.833924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240952 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -28339248.000000 Penalty: 6147.955566
	Iteration 37Q: 3 clusters Score -2.833925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240953 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -28339248.000000 Penalty: 6147.955566
	Iteration 38Q: 3 clusters Score -2.833925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240953 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -28339236.000000 Penalty: 6147.955566
	Iteration 39Q: 3 clusters Score -2.833924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240955 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -28339232.000000 Penalty: 6147.955566
	Iteration 40F: 3 clusters Score -2.833923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240956 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -28339244.000000 Penalty: 6147.955566
	Iteration 41Q: 3 clusters Score -2.833924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240956 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -28339244.000000 Penalty: 6147.955566
	Iteration 42F: 3 clusters Score -2.833924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Entering Unmasked Estep 
Score: -3005951.000000 Penalty: 2529.376953
	Iteration 0F: 2 clusters Score -3005951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2987345.500000 Penalty: 5058.753906
	Iteration 0F: 3 clusters Score -2987346 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2994287.000000 Penalty: 5058.753906
	Iteration 1F: 3 clusters Score -2994287 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2995072.000000 Penalty: 5058.753906
	Iteration 2F: 3 clusters Score -2995072 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2995803.250000 Penalty: 5058.753906
	Iteration 3F: 3 clusters Score -2995803 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2996618.500000 Penalty: 5058.753906
	Iteration 4F: 3 clusters Score -2996618 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2997469.000000 Penalty: 5058.753906
	Iteration 5F: 3 clusters Score -2997469 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2998467.500000 Penalty: 5058.753906
	Iteration 6F: 3 clusters Score -2998468 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2999541.500000 Penalty: 5058.753906
	Iteration 7F: 3 clusters Score -2999542 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3000556.500000 Penalty: 5058.753906
	Iteration 8F: 3 clusters Score -3000556 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3001510.500000 Penalty: 5058.753906
	Iteration 9Q: 3 clusters Score -3001510 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3002346.000000 Penalty: 5058.753906
	Iteration 10Q: 3 clusters Score -3002346 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3003007.250000 Penalty: 5058.753906
	Iteration 11Q: 3 clusters Score -3003007 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3003446.750000 Penalty: 5058.753906
	Iteration 12Q: 3 clusters Score -3003447 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3003720.000000 Penalty: 5058.753906
	Iteration 13Q: 3 clusters Score -3003720 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3003908.250000 Penalty: 5058.753906
	Iteration 14Q: 3 clusters Score -3003908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3004023.250000 Penalty: 5058.753906
	Iteration 15Q: 3 clusters Score -3004023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3004093.500000 Penalty: 5058.753906
	Iteration 16Q: 3 clusters Score -3004094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3004135.000000 Penalty: 5058.753906
	Iteration 17Q: 3 clusters Score -3004135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3004155.500000 Penalty: 5058.753906
	Iteration 18Q: 3 clusters Score -3004156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3004177.250000 Penalty: 5058.753906
	Iteration 19Q: 3 clusters Score -3004177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3004206.500000 Penalty: 5058.753906
	Iteration 20F: 3 clusters Score -3004206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3004224.000000 Penalty: 5058.753906
	Iteration 21Q: 3 clusters Score -3004224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3004228.000000 Penalty: 5058.753906
	Iteration 22Q: 3 clusters Score -3004228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3004235.000000 Penalty: 5058.753906
	Iteration 23Q: 3 clusters Score -3004235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3004235.750000 Penalty: 5058.753906
	Iteration 24Q: 3 clusters Score -3004236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3004240.250000 Penalty: 5058.753906
	Iteration 25Q: 3 clusters Score -3004240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3004241.750000 Penalty: 5058.753906
	Iteration 26Q: 3 clusters Score -3004242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3004243.250000 Penalty: 5058.753906
	Iteration 27Q: 3 clusters Score -3004243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3004246.750000 Penalty: 5058.753906
	Iteration 28Q: 3 clusters Score -3004247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3004247.500000 Penalty: 5058.753906
	Iteration 29Q: 3 clusters Score -3004248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3004251.750000 Penalty: 5058.753906
	Iteration 30Q: 3 clusters Score -3004252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3004249.500000 Penalty: 5058.753906
	Iteration 31Q: 3 clusters Score -3004250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3004250.750000 Penalty: 5058.753906
	Iteration 32Q: 3 clusters Score -3004251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3004253.250000 Penalty: 5058.753906
	Iteration 33Q: 3 clusters Score -3004253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3004253.250000 Penalty: 5058.753906
	Iteration 34F: 3 clusters Score -3004253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Entering Unmasked Estep 
Score: -7339464.500000 Penalty: 2737.714355
	Iteration 0F: 2 clusters Score -7339464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -7297417.000000 Penalty: 5475.428711
	Iteration 0F: 3 clusters Score -7297417 nChanged 29183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -7314460.000000 Penalty: 5475.428711
	Iteration 1F: 3 clusters Score -7314460 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -7315615.000000 Penalty: 5475.428711
	Iteration 2Q: 3 clusters Score -7315615 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7317277.000000 Penalty: 5475.428711
	Iteration 3F: 3 clusters Score -7317277 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -7319470.000000 Penalty: 5475.428711
	Iteration 4F: 3 clusters Score -7319470 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -7322481.000000 Penalty: 5475.428711
	Iteration 5F: 3 clusters Score -7322481 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -7325900.500000 Penalty: 5475.428711
	Iteration 6F: 3 clusters Score -7325900 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -7329326.500000 Penalty: 5475.428711
	Iteration 7F: 3 clusters Score -7329326 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -7332244.500000 Penalty: 5475.428711
	Iteration 8F: 3 clusters Score -7332244 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -7334116.500000 Penalty: 5475.428711
	Iteration 9Q: 3 clusters Score -7334116 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -7335145.000000 Penalty: 5475.428711
	Iteration 10Q: 3 clusters Score -7335145 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -7335733.500000 Penalty: 5475.428711
	Iteration 11Q: 3 clusters Score -7335734 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -7336066.500000 Penalty: 5475.428711
	Iteration 12Q: 3 clusters Score -7336066 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -7336231.500000 Penalty: 5475.428711
	Iteration 13Q: 3 clusters Score -7336232 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -7336389.500000 Penalty: 5475.428711
	Iteration 14Q: 3 clusters Score -7336390 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -7336486.500000 Penalty: 5475.428711
	Iteration 15Q: 3 clusters Score -7336486 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -7336554.500000 Penalty: 5475.428711
	Iteration 16Q: 3 clusters Score -7336554 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -7336605.000000 Penalty: 5475.428711
	Iteration 17Q: 3 clusters Score -7336605 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -7336724.500000 Penalty: 5475.428711
	Iteration 18Q: 3 clusters Score -7336724 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -7336800.000000 Penalty: 5475.428711
	Iteration 19Q: 3 clusters Score -7336800 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -7336889.000000 Penalty: 5475.428711
	Iteration 20F: 3 clusters Score -7336889 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -7336964.000000 Penalty: 5475.428711
	Iteration 21Q: 3 clusters Score -7336964 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -7337029.500000 Penalty: 5475.428711
	Iteration 22Q: 3 clusters Score -7337030 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -7337052.000000 Penalty: 5475.428711
	Iteration 23Q: 3 clusters Score -7337052 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -7337112.000000 Penalty: 5475.428711
	Iteration 24Q: 3 clusters Score -7337112 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -7337159.000000 Penalty: 5475.428711
	Iteration 25Q: 3 clusters Score -7337159 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -7337223.000000 Penalty: 5475.428711
	Iteration 26Q: 3 clusters Score -7337223 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -7337264.500000 Penalty: 5475.428711
	Iteration 27Q: 3 clusters Score -7337264 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -7337355.000000 Penalty: 5475.428711
	Iteration 28Q: 3 clusters Score -7337355 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -7337380.000000 Penalty: 5475.428711
	Iteration 29Q: 3 clusters Score -7337380 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -7337457.000000 Penalty: 5475.428711
	Iteration 30Q: 3 clusters Score -7337457 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7337494.500000 Penalty: 5475.428711
	Iteration 31Q: 3 clusters Score -7337494 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -7337544.000000 Penalty: 5475.428711
	Iteration 32Q: 3 clusters Score -7337544 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7337596.500000 Penalty: 5475.428711
	Iteration 33Q: 3 clusters Score -7337596 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -7337651.000000 Penalty: 5475.428711
	Iteration 34Q: 3 clusters Score -7337651 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7337673.000000 Penalty: 5475.428711
	Iteration 35Q: 3 clusters Score -7337673 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -7337729.000000 Penalty: 5475.428711
	Iteration 36Q: 3 clusters Score -7337729 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -7337773.000000 Penalty: 5475.428711
	Iteration 37Q: 3 clusters Score -7337773 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -7337812.000000 Penalty: 5475.428711
	Iteration 38Q: 3 clusters Score -7337812 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -7337851.500000 Penalty: 5475.428711
	Iteration 39Q: 3 clusters Score -7337852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -7337865.500000 Penalty: 5475.428711
	Iteration 40F: 3 clusters Score -7337866 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -7337903.500000 Penalty: 5475.428711
	Iteration 41Q: 3 clusters Score -7337904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7337943.500000 Penalty: 5475.428711
	Iteration 42Q: 3 clusters Score -7337944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -7337966.000000 Penalty: 5475.428711
	Iteration 43Q: 3 clusters Score -7337966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7337996.000000 Penalty: 5475.428711
	Iteration 44Q: 3 clusters Score -7337996 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7338020.000000 Penalty: 5475.428711
	Iteration 45Q: 3 clusters Score -7338020 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -7338051.500000 Penalty: 5475.428711
	Iteration 46Q: 3 clusters Score -7338052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -7338121.000000 Penalty: 5475.428711
	Iteration 47Q: 3 clusters Score -7338121 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -7338118.500000 Penalty: 5475.428711
	Iteration 48Q: 3 clusters Score -7338118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -7338141.000000 Penalty: 5475.428711
	Iteration 49Q: 3 clusters Score -7338141 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -7338154.500000 Penalty: 5475.428711
	Iteration 50Q: 3 clusters Score -7338154 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -7338165.500000 Penalty: 5475.428711
	Iteration 51Q: 3 clusters Score -7338166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -7338170.500000 Penalty: 5475.428711
	Iteration 52Q: 3 clusters Score -7338170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -7338172.500000 Penalty: 5475.428711
	Iteration 53Q: 3 clusters Score -7338172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -7338166.500000 Penalty: 5475.428711
	Iteration 54Q: 3 clusters Score -7338166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -7338172.500000 Penalty: 5475.428711
	Iteration 55Q: 3 clusters Score -7338172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -7338181.500000 Penalty: 5475.428711
	Iteration 56Q: 3 clusters Score -7338182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -7338178.000000 Penalty: 5475.428711
	Iteration 57Q: 3 clusters Score -7338178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -7338202.000000 Penalty: 5475.428711
	Iteration 58Q: 3 clusters Score -7338202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -7338193.500000 Penalty: 5475.428711
	Iteration 59Q: 3 clusters Score -7338194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -7338195.000000 Penalty: 5475.428711
	Iteration 60F: 3 clusters Score -7338195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -7338223.000000 Penalty: 5475.428711
	Iteration 61Q: 3 clusters Score -7338223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -7338241.500000 Penalty: 5475.428711
	Iteration 62Q: 3 clusters Score -7338242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -7338244.000000 Penalty: 5475.428711
	Iteration 63Q: 3 clusters Score -7338244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -7338246.000000 Penalty: 5475.428711
	Iteration 64Q: 3 clusters Score -7338246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -7338246.000000 Penalty: 5475.428711
	Iteration 65Q: 3 clusters Score -7338246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -7338256.500000 Penalty: 5475.428711
	Iteration 66Q: 3 clusters Score -7338256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -7338265.500000 Penalty: 5475.428711
	Iteration 67Q: 3 clusters Score -7338266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -7338269.000000 Penalty: 5475.428711
	Iteration 68Q: 3 clusters Score -7338269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7338266.000000 Penalty: 5475.428711
	Iteration 69Q: 3 clusters Score -7338266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -7338266.500000 Penalty: 5475.428711
	Iteration 70Q: 3 clusters Score -7338266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -7338268.500000 Penalty: 5475.428711
	Iteration 71Q: 3 clusters Score -7338268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -7338264.000000 Penalty: 5475.428711
	Iteration 72Q: 3 clusters Score -7338264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -7338265.500000 Penalty: 5475.428711
	Iteration 73Q: 3 clusters Score -7338266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -7338265.000000 Penalty: 5475.428711
	Iteration 74Q: 3 clusters Score -7338265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -7338272.500000 Penalty: 5475.428711
	Iteration 75Q: 3 clusters Score -7338272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7338262.500000 Penalty: 5475.428711
	Iteration 76Q: 3 clusters Score -7338262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -7338261.500000 Penalty: 5475.428711
	Iteration 77Q: 3 clusters Score -7338262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -7338254.000000 Penalty: 5475.428711
	Iteration 78Q: 3 clusters Score -7338254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -7338249.000000 Penalty: 5475.428711
	Iteration 79Q: 3 clusters Score -7338249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7338252.500000 Penalty: 5475.428711
	Iteration 80F: 3 clusters Score -7338252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -7338255.000000 Penalty: 5475.428711
	Iteration 81Q: 3 clusters Score -7338255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -7338247.500000 Penalty: 5475.428711
	Iteration 82Q: 3 clusters Score -7338248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -7338258.500000 Penalty: 5475.428711
	Iteration 83Q: 3 clusters Score -7338258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -7338255.000000 Penalty: 5475.428711
	Iteration 84Q: 3 clusters Score -7338255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -7338259.000000 Penalty: 5475.428711
	Iteration 85Q: 3 clusters Score -7338259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -7338259.000000 Penalty: 5475.428711
	Iteration 86Q: 3 clusters Score -7338259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7338265.500000 Penalty: 5475.428711
	Iteration 87Q: 3 clusters Score -7338266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -7338277.000000 Penalty: 5475.428711
	Iteration 88Q: 3 clusters Score -7338277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -7338277.000000 Penalty: 5475.428711
	Iteration 89Q: 3 clusters Score -7338277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -7338285.500000 Penalty: 5475.428711
	Iteration 90Q: 3 clusters Score -7338286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -7338300.500000 Penalty: 5475.428711
	Iteration 91Q: 3 clusters Score -7338300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -7338290.500000 Penalty: 5475.428711
	Iteration 92Q: 3 clusters Score -7338290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -7338301.500000 Penalty: 5475.428711
	Iteration 93Q: 3 clusters Score -7338302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7338304.500000 Penalty: 5475.428711
	Iteration 94Q: 3 clusters Score -7338304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -7338315.000000 Penalty: 5475.428711
	Iteration 95Q: 3 clusters Score -7338315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -7338318.500000 Penalty: 5475.428711
	Iteration 96Q: 3 clusters Score -7338318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -7338314.000000 Penalty: 5475.428711
	Iteration 97Q: 3 clusters Score -7338314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -7338311.500000 Penalty: 5475.428711
	Iteration 98Q: 3 clusters Score -7338312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -7338314.000000 Penalty: 5475.428711
	Iteration 99Q: 3 clusters Score -7338314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -7338311.500000 Penalty: 5475.428711
	Iteration 100F: 3 clusters Score -7338312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -7338312.500000 Penalty: 5475.428711
	Iteration 101Q: 3 clusters Score -7338312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -7338313.000000 Penalty: 5475.428711
	Iteration 102Q: 3 clusters Score -7338313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -7338310.500000 Penalty: 5475.428711
	Iteration 103Q: 3 clusters Score -7338310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -7338309.000000 Penalty: 5475.428711
	Iteration 104Q: 3 clusters Score -7338309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -7338309.000000 Penalty: 5475.428711
	Iteration 105F: 3 clusters Score -7338309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Entering Unmasked Estep 
Score: -2095290.875000 Penalty: 2434.088867
	Iteration 0F: 2 clusters Score -2095291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2082303.000000 Penalty: 4868.177734
	Iteration 0F: 3 clusters Score -2082303 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2086652.500000 Penalty: 4868.177734
	Iteration 1F: 3 clusters Score -2086652 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2087127.125000 Penalty: 4868.177734
	Iteration 2F: 3 clusters Score -2087127 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2087518.500000 Penalty: 4868.177734
	Iteration 3F: 3 clusters Score -2087518 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2087885.750000 Penalty: 4868.177734
	Iteration 4Q: 3 clusters Score -2087886 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2088249.750000 Penalty: 4868.177734
	Iteration 5Q: 3 clusters Score -2088250 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2088626.250000 Penalty: 4868.177734
	Iteration 6Q: 3 clusters Score -2088626 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2089009.375000 Penalty: 4868.177734
	Iteration 7Q: 3 clusters Score -2089009 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2089452.250000 Penalty: 4868.177734
	Iteration 8Q: 3 clusters Score -2089452 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2089955.375000 Penalty: 4868.177734
	Iteration 9Q: 3 clusters Score -2089955 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2090505.875000 Penalty: 4868.177734
	Iteration 10Q: 3 clusters Score -2090506 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2091115.375000 Penalty: 4868.177734
	Iteration 11Q: 3 clusters Score -2091115 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2091606.625000 Penalty: 4868.177734
	Iteration 12Q: 3 clusters Score -2091607 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2091993.375000 Penalty: 4868.177734
	Iteration 13Q: 3 clusters Score -2091993 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2092342.375000 Penalty: 4868.177734
	Iteration 14Q: 3 clusters Score -2092342 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2092615.125000 Penalty: 4868.177734
	Iteration 15Q: 3 clusters Score -2092615 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2092793.125000 Penalty: 4868.177734
	Iteration 16Q: 3 clusters Score -2092793 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2092913.500000 Penalty: 4868.177734
	Iteration 17Q: 3 clusters Score -2092914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2093000.000000 Penalty: 4868.177734
	Iteration 18Q: 3 clusters Score -2093000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2093048.250000 Penalty: 4868.177734
	Iteration 19Q: 3 clusters Score -2093048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2093093.250000 Penalty: 4868.177734
	Iteration 20F: 3 clusters Score -2093093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2093121.375000 Penalty: 4868.177734
	Iteration 21Q: 3 clusters Score -2093121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2093149.750000 Penalty: 4868.177734
	Iteration 22Q: 3 clusters Score -2093150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2093163.375000 Penalty: 4868.177734
	Iteration 23Q: 3 clusters Score -2093163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2093166.500000 Penalty: 4868.177734
	Iteration 24Q: 3 clusters Score -2093166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2093172.750000 Penalty: 4868.177734
	Iteration 25Q: 3 clusters Score -2093173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2093174.875000 Penalty: 4868.177734
	Iteration 26Q: 3 clusters Score -2093175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2093180.000000 Penalty: 4868.177734
	Iteration 27Q: 3 clusters Score -2093180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2093192.000000 Penalty: 4868.177734
	Iteration 28Q: 3 clusters Score -2093192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2093200.625000 Penalty: 4868.177734
	Iteration 29Q: 3 clusters Score -2093201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2093203.125000 Penalty: 4868.177734
	Iteration 30Q: 3 clusters Score -2093203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2093202.875000 Penalty: 4868.177734
	Iteration 31Q: 3 clusters Score -2093203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2093204.500000 Penalty: 4868.177734
	Iteration 32Q: 3 clusters Score -2093204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2093204.500000 Penalty: 4868.177734
	Iteration 33F: 3 clusters Score -2093204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Entering Unmasked Estep 
Score: -1061186.625000 Penalty: 2272.069580
	Iteration 0F: 2 clusters Score -1061187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1053889.875000 Penalty: 4544.139160
	Iteration 0F: 3 clusters Score -1053890 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1056101.625000 Penalty: 4544.139160
	Iteration 1F: 3 clusters Score -1056102 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1056585.375000 Penalty: 4544.139160
	Iteration 2F: 3 clusters Score -1056585 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1056987.625000 Penalty: 4544.139160
	Iteration 3F: 3 clusters Score -1056988 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1057367.875000 Penalty: 4544.139160
	Iteration 4F: 3 clusters Score -1057368 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1057756.250000 Penalty: 4544.139160
	Iteration 5F: 3 clusters Score -1057756 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1058086.625000 Penalty: 4544.139160
	Iteration 6F: 3 clusters Score -1058087 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1058354.250000 Penalty: 4544.139160
	Iteration 7Q: 3 clusters Score -1058354 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1058541.250000 Penalty: 4544.139160
	Iteration 8Q: 3 clusters Score -1058541 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1058688.500000 Penalty: 4544.139160
	Iteration 9Q: 3 clusters Score -1058688 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1058830.125000 Penalty: 4544.139160
	Iteration 10Q: 3 clusters Score -1058830 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1058965.500000 Penalty: 4544.139160
	Iteration 11Q: 3 clusters Score -1058966 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1059083.375000 Penalty: 4544.139160
	Iteration 12Q: 3 clusters Score -1059083 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1059162.375000 Penalty: 4544.139160
	Iteration 13Q: 3 clusters Score -1059162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1059215.375000 Penalty: 4544.139160
	Iteration 14Q: 3 clusters Score -1059215 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1059248.500000 Penalty: 4544.139160
	Iteration 15Q: 3 clusters Score -1059248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1059279.250000 Penalty: 4544.139160
	Iteration 16Q: 3 clusters Score -1059279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1059305.500000 Penalty: 4544.139160
	Iteration 17Q: 3 clusters Score -1059306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1059327.000000 Penalty: 4544.139160
	Iteration 18Q: 3 clusters Score -1059327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1059346.000000 Penalty: 4544.139160
	Iteration 19Q: 3 clusters Score -1059346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1059356.125000 Penalty: 4544.139160
	Iteration 20F: 3 clusters Score -1059356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1059368.250000 Penalty: 4544.139160
	Iteration 21Q: 3 clusters Score -1059368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1059376.750000 Penalty: 4544.139160
	Iteration 22Q: 3 clusters Score -1059377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1059388.125000 Penalty: 4544.139160
	Iteration 23Q: 3 clusters Score -1059388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1059399.500000 Penalty: 4544.139160
	Iteration 24Q: 3 clusters Score -1059400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1059404.750000 Penalty: 4544.139160
	Iteration 25Q: 3 clusters Score -1059405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1059411.500000 Penalty: 4544.139160
	Iteration 26Q: 3 clusters Score -1059412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1059417.125000 Penalty: 4544.139160
	Iteration 27Q: 3 clusters Score -1059417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1059421.500000 Penalty: 4544.139160
	Iteration 28Q: 3 clusters Score -1059422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1059423.875000 Penalty: 4544.139160
	Iteration 29Q: 3 clusters Score -1059424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1059426.500000 Penalty: 4544.139160
	Iteration 30Q: 3 clusters Score -1059426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1059428.625000 Penalty: 4544.139160
	Iteration 31Q: 3 clusters Score -1059429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1059432.000000 Penalty: 4544.139160
	Iteration 32Q: 3 clusters Score -1059432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1059434.000000 Penalty: 4544.139160
	Iteration 33Q: 3 clusters Score -1059434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1059435.500000 Penalty: 4544.139160
	Iteration 34Q: 3 clusters Score -1059436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1059436.750000 Penalty: 4544.139160
	Iteration 35Q: 3 clusters Score -1059437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1059438.500000 Penalty: 4544.139160
	Iteration 36Q: 3 clusters Score -1059438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1059441.250000 Penalty: 4544.139160
	Iteration 37Q: 3 clusters Score -1059441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1059441.375000 Penalty: 4544.139160
	Iteration 38Q: 3 clusters Score -1059441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1059441.875000 Penalty: 4544.139160
	Iteration 39Q: 3 clusters Score -1059442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1059440.125000 Penalty: 4544.139160
	Iteration 40F: 3 clusters Score -1059440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1059439.375000 Penalty: 4544.139160
	Iteration 41Q: 3 clusters Score -1059439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1059439.375000 Penalty: 4544.139160
	Iteration 42F: 3 clusters Score -1059439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Entering Unmasked Estep 
Score: -1196866.875000 Penalty: 2285.992920
	Iteration 0F: 2 clusters Score -1196867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1189082.625000 Penalty: 4571.985840
	Iteration 0F: 3 clusters Score -1189083 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1191443.625000 Penalty: 4571.985840
	Iteration 1F: 3 clusters Score -1191444 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1191827.750000 Penalty: 4571.985840
	Iteration 2F: 3 clusters Score -1191828 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1192112.000000 Penalty: 4571.985840
	Iteration 3F: 3 clusters Score -1192112 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1192336.750000 Penalty: 4571.985840
	Iteration 4Q: 3 clusters Score -1192337 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1192500.125000 Penalty: 4571.985840
	Iteration 5Q: 3 clusters Score -1192500 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1192657.125000 Penalty: 4571.985840
	Iteration 6Q: 3 clusters Score -1192657 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1192818.125000 Penalty: 4571.985840
	Iteration 7Q: 3 clusters Score -1192818 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1192961.750000 Penalty: 4571.985840
	Iteration 8Q: 3 clusters Score -1192962 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1193093.500000 Penalty: 4571.985840
	Iteration 9Q: 3 clusters Score -1193094 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1193210.125000 Penalty: 4571.985840
	Iteration 10Q: 3 clusters Score -1193210 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1193337.625000 Penalty: 4571.985840
	Iteration 11Q: 3 clusters Score -1193338 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1193495.250000 Penalty: 4571.985840
	Iteration 12Q: 3 clusters Score -1193495 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1193669.750000 Penalty: 4571.985840
	Iteration 13Q: 3 clusters Score -1193670 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1193847.500000 Penalty: 4571.985840
	Iteration 14Q: 3 clusters Score -1193848 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1194026.500000 Penalty: 4571.985840
	Iteration 15Q: 3 clusters Score -1194026 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1194156.875000 Penalty: 4571.985840
	Iteration 16Q: 3 clusters Score -1194157 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1194268.500000 Penalty: 4571.985840
	Iteration 17Q: 3 clusters Score -1194268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1194349.875000 Penalty: 4571.985840
	Iteration 18Q: 3 clusters Score -1194350 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1194406.625000 Penalty: 4571.985840
	Iteration 19Q: 3 clusters Score -1194407 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1194456.875000 Penalty: 4571.985840
	Iteration 20F: 3 clusters Score -1194457 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1194491.000000 Penalty: 4571.985840
	Iteration 21Q: 3 clusters Score -1194491 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1194529.000000 Penalty: 4571.985840
	Iteration 22Q: 3 clusters Score -1194529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1194562.625000 Penalty: 4571.985840
	Iteration 23Q: 3 clusters Score -1194563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1194601.000000 Penalty: 4571.985840
	Iteration 24Q: 3 clusters Score -1194601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1194636.750000 Penalty: 4571.985840
	Iteration 25Q: 3 clusters Score -1194637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1194667.875000 Penalty: 4571.985840
	Iteration 26Q: 3 clusters Score -1194668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1194693.125000 Penalty: 4571.985840
	Iteration 27Q: 3 clusters Score -1194693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1194706.500000 Penalty: 4571.985840
	Iteration 28Q: 3 clusters Score -1194706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1194716.000000 Penalty: 4571.985840
	Iteration 29Q: 3 clusters Score -1194716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1194721.375000 Penalty: 4571.985840
	Iteration 30Q: 3 clusters Score -1194721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1194726.250000 Penalty: 4571.985840
	Iteration 31Q: 3 clusters Score -1194726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1194727.500000 Penalty: 4571.985840
	Iteration 32Q: 3 clusters Score -1194728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1194731.375000 Penalty: 4571.985840
	Iteration 33Q: 3 clusters Score -1194731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1194737.375000 Penalty: 4571.985840
	Iteration 34Q: 3 clusters Score -1194737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1194738.125000 Penalty: 4571.985840
	Iteration 35Q: 3 clusters Score -1194738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1194741.875000 Penalty: 4571.985840
	Iteration 36Q: 3 clusters Score -1194742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1194740.375000 Penalty: 4571.985840
	Iteration 37Q: 3 clusters Score -1194740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1194740.625000 Penalty: 4571.985840
	Iteration 38Q: 3 clusters Score -1194741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1194741.000000 Penalty: 4571.985840
	Iteration 39Q: 3 clusters Score -1194741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1194741.125000 Penalty: 4571.985840
	Iteration 40F: 3 clusters Score -1194741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1194741.750000 Penalty: 4571.985840
	Iteration 41Q: 3 clusters Score -1194742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1194740.125000 Penalty: 4571.985840
	Iteration 42Q: 3 clusters Score -1194740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1194742.250000 Penalty: 4571.985840
	Iteration 43Q: 3 clusters Score -1194742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1194742.500000 Penalty: 4571.985840
	Iteration 44Q: 3 clusters Score -1194742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1194742.500000 Penalty: 4571.985840
	Iteration 45F: 3 clusters Score -1194742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Entering Unmasked Estep 
Score: -1373083.250000 Penalty: 2329.400879
	Iteration 0F: 2 clusters Score -1373083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1364152.750000 Penalty: 4658.801758
	Iteration 0F: 3 clusters Score -1364153 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1366877.375000 Penalty: 4658.801758
	Iteration 1F: 3 clusters Score -1366877 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1367306.000000 Penalty: 4658.801758
	Iteration 2F: 3 clusters Score -1367306 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1367661.250000 Penalty: 4658.801758
	Iteration 3F: 3 clusters Score -1367661 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1368001.750000 Penalty: 4658.801758
	Iteration 4F: 3 clusters Score -1368002 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1368274.000000 Penalty: 4658.801758
	Iteration 5Q: 3 clusters Score -1368274 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1368527.250000 Penalty: 4658.801758
	Iteration 6Q: 3 clusters Score -1368527 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1368814.125000 Penalty: 4658.801758
	Iteration 7Q: 3 clusters Score -1368814 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1369093.875000 Penalty: 4658.801758
	Iteration 8Q: 3 clusters Score -1369094 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1369367.000000 Penalty: 4658.801758
	Iteration 9Q: 3 clusters Score -1369367 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1369595.750000 Penalty: 4658.801758
	Iteration 10Q: 3 clusters Score -1369596 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1369803.250000 Penalty: 4658.801758
	Iteration 11Q: 3 clusters Score -1369803 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1369979.500000 Penalty: 4658.801758
	Iteration 12Q: 3 clusters Score -1369980 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1370134.500000 Penalty: 4658.801758
	Iteration 13Q: 3 clusters Score -1370134 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1370272.125000 Penalty: 4658.801758
	Iteration 14Q: 3 clusters Score -1370272 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1370397.250000 Penalty: 4658.801758
	Iteration 15Q: 3 clusters Score -1370397 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1370504.875000 Penalty: 4658.801758
	Iteration 16Q: 3 clusters Score -1370505 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1370585.625000 Penalty: 4658.801758
	Iteration 17Q: 3 clusters Score -1370586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1370662.750000 Penalty: 4658.801758
	Iteration 18Q: 3 clusters Score -1370663 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1370720.875000 Penalty: 4658.801758
	Iteration 19Q: 3 clusters Score -1370721 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1370767.625000 Penalty: 4658.801758
	Iteration 20F: 3 clusters Score -1370768 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1370815.625000 Penalty: 4658.801758
	Iteration 21Q: 3 clusters Score -1370816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1370857.875000 Penalty: 4658.801758
	Iteration 22Q: 3 clusters Score -1370858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1370900.125000 Penalty: 4658.801758
	Iteration 23Q: 3 clusters Score -1370900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1370941.625000 Penalty: 4658.801758
	Iteration 24Q: 3 clusters Score -1370942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1370978.875000 Penalty: 4658.801758
	Iteration 25Q: 3 clusters Score -1370979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1371011.750000 Penalty: 4658.801758
	Iteration 26Q: 3 clusters Score -1371012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1371038.875000 Penalty: 4658.801758
	Iteration 27Q: 3 clusters Score -1371039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1371063.250000 Penalty: 4658.801758
	Iteration 28Q: 3 clusters Score -1371063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1371090.750000 Penalty: 4658.801758
	Iteration 29Q: 3 clusters Score -1371091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1371107.125000 Penalty: 4658.801758
	Iteration 30Q: 3 clusters Score -1371107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1371117.000000 Penalty: 4658.801758
	Iteration 31Q: 3 clusters Score -1371117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1371124.875000 Penalty: 4658.801758
	Iteration 32Q: 3 clusters Score -1371125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1371139.875000 Penalty: 4658.801758
	Iteration 33Q: 3 clusters Score -1371140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1371159.125000 Penalty: 4658.801758
	Iteration 34Q: 3 clusters Score -1371159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1371174.875000 Penalty: 4658.801758
	Iteration 35Q: 3 clusters Score -1371175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1371193.375000 Penalty: 4658.801758
	Iteration 36Q: 3 clusters Score -1371193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1371214.500000 Penalty: 4658.801758
	Iteration 37Q: 3 clusters Score -1371214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1371239.000000 Penalty: 4658.801758
	Iteration 38Q: 3 clusters Score -1371239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1371249.125000 Penalty: 4658.801758
	Iteration 39Q: 3 clusters Score -1371249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1371270.125000 Penalty: 4658.801758
	Iteration 40F: 3 clusters Score -1371270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1371284.875000 Penalty: 4658.801758
	Iteration 41Q: 3 clusters Score -1371285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1371294.500000 Penalty: 4658.801758
	Iteration 42Q: 3 clusters Score -1371294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1371300.000000 Penalty: 4658.801758
	Iteration 43Q: 3 clusters Score -1371300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1371310.000000 Penalty: 4658.801758
	Iteration 44Q: 3 clusters Score -1371310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1371318.250000 Penalty: 4658.801758
	Iteration 45Q: 3 clusters Score -1371318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1371318.625000 Penalty: 4658.801758
	Iteration 46Q: 3 clusters Score -1371319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1371323.000000 Penalty: 4658.801758
	Iteration 47Q: 3 clusters Score -1371323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1371331.000000 Penalty: 4658.801758
	Iteration 48Q: 3 clusters Score -1371331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1371333.875000 Penalty: 4658.801758
	Iteration 49Q: 3 clusters Score -1371334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1371341.875000 Penalty: 4658.801758
	Iteration 50Q: 3 clusters Score -1371342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1371349.375000 Penalty: 4658.801758
	Iteration 51Q: 3 clusters Score -1371349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1371357.000000 Penalty: 4658.801758
	Iteration 52Q: 3 clusters Score -1371357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1371365.875000 Penalty: 4658.801758
	Iteration 53Q: 3 clusters Score -1371366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1371376.875000 Penalty: 4658.801758
	Iteration 54Q: 3 clusters Score -1371377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1371379.375000 Penalty: 4658.801758
	Iteration 55Q: 3 clusters Score -1371379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1371392.125000 Penalty: 4658.801758
	Iteration 56Q: 3 clusters Score -1371392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1371408.750000 Penalty: 4658.801758
	Iteration 57Q: 3 clusters Score -1371409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1371428.375000 Penalty: 4658.801758
	Iteration 58Q: 3 clusters Score -1371428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1371443.000000 Penalty: 4658.801758
	Iteration 59Q: 3 clusters Score -1371443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1371452.875000 Penalty: 4658.801758
	Iteration 60F: 3 clusters Score -1371453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1371462.750000 Penalty: 4658.801758
	Iteration 61Q: 3 clusters Score -1371463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1371468.750000 Penalty: 4658.801758
	Iteration 62Q: 3 clusters Score -1371469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1371473.125000 Penalty: 4658.801758
	Iteration 63Q: 3 clusters Score -1371473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1371473.250000 Penalty: 4658.801758
	Iteration 64Q: 3 clusters Score -1371473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1371484.375000 Penalty: 4658.801758
	Iteration 65Q: 3 clusters Score -1371484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1371490.500000 Penalty: 4658.801758
	Iteration 66Q: 3 clusters Score -1371490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1371497.125000 Penalty: 4658.801758
	Iteration 67Q: 3 clusters Score -1371497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1371503.875000 Penalty: 4658.801758
	Iteration 68Q: 3 clusters Score -1371504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1371517.375000 Penalty: 4658.801758
	Iteration 69Q: 3 clusters Score -1371517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1371520.500000 Penalty: 4658.801758
	Iteration 70Q: 3 clusters Score -1371520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1371526.000000 Penalty: 4658.801758
	Iteration 71Q: 3 clusters Score -1371526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1371527.875000 Penalty: 4658.801758
	Iteration 72Q: 3 clusters Score -1371528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1371527.250000 Penalty: 4658.801758
	Iteration 73Q: 3 clusters Score -1371527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1371527.750000 Penalty: 4658.801758
	Iteration 74Q: 3 clusters Score -1371528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1371530.125000 Penalty: 4658.801758
	Iteration 75Q: 3 clusters Score -1371530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1371530.125000 Penalty: 4658.801758
	Iteration 76F: 3 clusters Score -1371530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Entering Unmasked Estep 
Score: -1338292.000000 Penalty: 2326.323486
	Iteration 0F: 2 clusters Score -1338292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1329487.000000 Penalty: 4652.646973
	Iteration 0F: 3 clusters Score -1329487 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1332138.625000 Penalty: 4652.646973
	Iteration 1F: 3 clusters Score -1332139 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1332462.000000 Penalty: 4652.646973
	Iteration 2F: 3 clusters Score -1332462 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1332670.875000 Penalty: 4652.646973
	Iteration 3Q: 3 clusters Score -1332671 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1332811.750000 Penalty: 4652.646973
	Iteration 4Q: 3 clusters Score -1332812 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1332948.875000 Penalty: 4652.646973
	Iteration 5Q: 3 clusters Score -1332949 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1333087.750000 Penalty: 4652.646973
	Iteration 6Q: 3 clusters Score -1333088 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1333247.125000 Penalty: 4652.646973
	Iteration 7Q: 3 clusters Score -1333247 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1333433.000000 Penalty: 4652.646973
	Iteration 8Q: 3 clusters Score -1333433 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1333673.625000 Penalty: 4652.646973
	Iteration 9Q: 3 clusters Score -1333674 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1333956.625000 Penalty: 4652.646973
	Iteration 10Q: 3 clusters Score -1333957 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1334265.375000 Penalty: 4652.646973
	Iteration 11Q: 3 clusters Score -1334265 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1334564.000000 Penalty: 4652.646973
	Iteration 12Q: 3 clusters Score -1334564 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1334845.250000 Penalty: 4652.646973
	Iteration 13Q: 3 clusters Score -1334845 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1335057.500000 Penalty: 4652.646973
	Iteration 14Q: 3 clusters Score -1335058 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1335240.250000 Penalty: 4652.646973
	Iteration 15Q: 3 clusters Score -1335240 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1335366.375000 Penalty: 4652.646973
	Iteration 16Q: 3 clusters Score -1335366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1335485.000000 Penalty: 4652.646973
	Iteration 17Q: 3 clusters Score -1335485 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1335614.000000 Penalty: 4652.646973
	Iteration 18Q: 3 clusters Score -1335614 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1335719.750000 Penalty: 4652.646973
	Iteration 19Q: 3 clusters Score -1335720 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1335826.625000 Penalty: 4652.646973
	Iteration 20F: 3 clusters Score -1335827 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1335949.125000 Penalty: 4652.646973
	Iteration 21Q: 3 clusters Score -1335949 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1336043.250000 Penalty: 4652.646973
	Iteration 22Q: 3 clusters Score -1336043 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1336116.750000 Penalty: 4652.646973
	Iteration 23Q: 3 clusters Score -1336117 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1336186.375000 Penalty: 4652.646973
	Iteration 24Q: 3 clusters Score -1336186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1336235.500000 Penalty: 4652.646973
	Iteration 25Q: 3 clusters Score -1336236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1336285.875000 Penalty: 4652.646973
	Iteration 26Q: 3 clusters Score -1336286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1336328.250000 Penalty: 4652.646973
	Iteration 27Q: 3 clusters Score -1336328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1336355.750000 Penalty: 4652.646973
	Iteration 28Q: 3 clusters Score -1336356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1336370.250000 Penalty: 4652.646973
	Iteration 29Q: 3 clusters Score -1336370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1336377.875000 Penalty: 4652.646973
	Iteration 30Q: 3 clusters Score -1336378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1336383.625000 Penalty: 4652.646973
	Iteration 31Q: 3 clusters Score -1336384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1336392.500000 Penalty: 4652.646973
	Iteration 32Q: 3 clusters Score -1336392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1336401.125000 Penalty: 4652.646973
	Iteration 33Q: 3 clusters Score -1336401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1336409.500000 Penalty: 4652.646973
	Iteration 34Q: 3 clusters Score -1336410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1336418.500000 Penalty: 4652.646973
	Iteration 35Q: 3 clusters Score -1336418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1336433.375000 Penalty: 4652.646973
	Iteration 36Q: 3 clusters Score -1336433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1336446.125000 Penalty: 4652.646973
	Iteration 37Q: 3 clusters Score -1336446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1336462.000000 Penalty: 4652.646973
	Iteration 38Q: 3 clusters Score -1336462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1336473.750000 Penalty: 4652.646973
	Iteration 39Q: 3 clusters Score -1336474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1336486.875000 Penalty: 4652.646973
	Iteration 40F: 3 clusters Score -1336487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1336499.375000 Penalty: 4652.646973
	Iteration 41Q: 3 clusters Score -1336499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1336513.125000 Penalty: 4652.646973
	Iteration 42Q: 3 clusters Score -1336513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1336529.125000 Penalty: 4652.646973
	Iteration 43Q: 3 clusters Score -1336529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1336538.625000 Penalty: 4652.646973
	Iteration 44Q: 3 clusters Score -1336539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1336543.125000 Penalty: 4652.646973
	Iteration 45Q: 3 clusters Score -1336543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1336545.875000 Penalty: 4652.646973
	Iteration 46Q: 3 clusters Score -1336546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1336548.750000 Penalty: 4652.646973
	Iteration 47Q: 3 clusters Score -1336549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1336551.500000 Penalty: 4652.646973
	Iteration 48Q: 3 clusters Score -1336552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1336554.750000 Penalty: 4652.646973
	Iteration 49Q: 3 clusters Score -1336555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1336554.625000 Penalty: 4652.646973
	Iteration 50Q: 3 clusters Score -1336555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1336554.000000 Penalty: 4652.646973
	Iteration 51Q: 3 clusters Score -1336554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1336553.375000 Penalty: 4652.646973
	Iteration 52Q: 3 clusters Score -1336553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1336556.125000 Penalty: 4652.646973
	Iteration 53Q: 3 clusters Score -1336556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1336554.375000 Penalty: 4652.646973
	Iteration 54Q: 3 clusters Score -1336554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1336557.875000 Penalty: 4652.646973
	Iteration 55Q: 3 clusters Score -1336558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1336559.625000 Penalty: 4652.646973
	Iteration 56Q: 3 clusters Score -1336560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1336561.125000 Penalty: 4652.646973
	Iteration 57Q: 3 clusters Score -1336561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1336562.875000 Penalty: 4652.646973
	Iteration 58Q: 3 clusters Score -1336563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1336564.625000 Penalty: 4652.646973
	Iteration 59Q: 3 clusters Score -1336565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1336563.750000 Penalty: 4652.646973
	Iteration 60F: 3 clusters Score -1336564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -62667.910156 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -62667.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61131.531250 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61131.53 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61339.132812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61339.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61372.636719 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -61372.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61395.390625 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -61395.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61400.832031 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -61400.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61403.519531 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -61403.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61403.519531 Penalty: 3152.629395
	Iteration 6F: 3 clusters Score -61403.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Entering Unmasked Estep 
Score: -1153983.250000 Penalty: 2289.318604
	Iteration 0F: 2 clusters Score -1153983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1146194.875000 Penalty: 4578.637207
	Iteration 0F: 3 clusters Score -1146195 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1148466.750000 Penalty: 4578.637207
	Iteration 1F: 3 clusters Score -1148467 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1148798.250000 Penalty: 4578.637207
	Iteration 2F: 3 clusters Score -1148798 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1149022.750000 Penalty: 4578.637207
	Iteration 3F: 3 clusters Score -1149023 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1149181.125000 Penalty: 4578.637207
	Iteration 4Q: 3 clusters Score -1149181 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1149322.500000 Penalty: 4578.637207
	Iteration 5Q: 3 clusters Score -1149322 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1149457.125000 Penalty: 4578.637207
	Iteration 6Q: 3 clusters Score -1149457 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1149574.500000 Penalty: 4578.637207
	Iteration 7Q: 3 clusters Score -1149574 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1149686.500000 Penalty: 4578.637207
	Iteration 8Q: 3 clusters Score -1149686 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1149800.625000 Penalty: 4578.637207
	Iteration 9Q: 3 clusters Score -1149801 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1149907.125000 Penalty: 4578.637207
	Iteration 10Q: 3 clusters Score -1149907 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1150004.875000 Penalty: 4578.637207
	Iteration 11Q: 3 clusters Score -1150005 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1150115.500000 Penalty: 4578.637207
	Iteration 12Q: 3 clusters Score -1150116 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1150245.375000 Penalty: 4578.637207
	Iteration 13Q: 3 clusters Score -1150245 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1150381.125000 Penalty: 4578.637207
	Iteration 14Q: 3 clusters Score -1150381 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1150538.125000 Penalty: 4578.637207
	Iteration 15Q: 3 clusters Score -1150538 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1150715.000000 Penalty: 4578.637207
	Iteration 16Q: 3 clusters Score -1150715 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1150879.625000 Penalty: 4578.637207
	Iteration 17Q: 3 clusters Score -1150880 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1151051.875000 Penalty: 4578.637207
	Iteration 18Q: 3 clusters Score -1151052 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1151240.875000 Penalty: 4578.637207
	Iteration 19Q: 3 clusters Score -1151241 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1151407.625000 Penalty: 4578.637207
	Iteration 20F: 3 clusters Score -1151408 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1151567.375000 Penalty: 4578.637207
	Iteration 21Q: 3 clusters Score -1151567 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1151700.500000 Penalty: 4578.637207
	Iteration 22Q: 3 clusters Score -1151700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1151812.500000 Penalty: 4578.637207
	Iteration 23Q: 3 clusters Score -1151812 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1151917.500000 Penalty: 4578.637207
	Iteration 24Q: 3 clusters Score -1151918 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1152025.375000 Penalty: 4578.637207
	Iteration 25Q: 3 clusters Score -1152025 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1152124.250000 Penalty: 4578.637207
	Iteration 26Q: 3 clusters Score -1152124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1152198.500000 Penalty: 4578.637207
	Iteration 27Q: 3 clusters Score -1152198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1152250.250000 Penalty: 4578.637207
	Iteration 28Q: 3 clusters Score -1152250 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1152288.625000 Penalty: 4578.637207
	Iteration 29Q: 3 clusters Score -1152289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1152311.125000 Penalty: 4578.637207
	Iteration 30Q: 3 clusters Score -1152311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1152328.250000 Penalty: 4578.637207
	Iteration 31Q: 3 clusters Score -1152328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1152341.125000 Penalty: 4578.637207
	Iteration 32Q: 3 clusters Score -1152341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1152347.875000 Penalty: 4578.637207
	Iteration 33Q: 3 clusters Score -1152348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1152356.875000 Penalty: 4578.637207
	Iteration 34Q: 3 clusters Score -1152357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1152369.875000 Penalty: 4578.637207
	Iteration 35Q: 3 clusters Score -1152370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1152376.750000 Penalty: 4578.637207
	Iteration 36Q: 3 clusters Score -1152377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1152381.125000 Penalty: 4578.637207
	Iteration 37Q: 3 clusters Score -1152381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1152383.125000 Penalty: 4578.637207
	Iteration 38Q: 3 clusters Score -1152383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1152384.250000 Penalty: 4578.637207
	Iteration 39Q: 3 clusters Score -1152384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1152382.375000 Penalty: 4578.637207
	Iteration 40F: 3 clusters Score -1152382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1152384.375000 Penalty: 4578.637207
	Iteration 41Q: 3 clusters Score -1152384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1152384.375000 Penalty: 4578.637207
	Iteration 42F: 3 clusters Score -1152384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Entering Unmasked Estep 
Score: -8878592.000000 Penalty: 2777.615479
	Iteration 0F: 2 clusters Score -8878592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -8829819.000000 Penalty: 5555.230957
	Iteration 0F: 3 clusters Score -8829819 nChanged 34123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -8849335.000000 Penalty: 5555.230957
	Iteration 1F: 3 clusters Score -8849335 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -8850246.000000 Penalty: 5555.230957
	Iteration 2Q: 3 clusters Score -8850246 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -8851119.000000 Penalty: 5555.230957
	Iteration 3Q: 3 clusters Score -8851119 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -8852197.000000 Penalty: 5555.230957
	Iteration 4Q: 3 clusters Score -8852197 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -8853465.000000 Penalty: 5555.230957
	Iteration 5Q: 3 clusters Score -8853465 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8855067.000000 Penalty: 5555.230957
	Iteration 6Q: 3 clusters Score -8855067 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -8857339.000000 Penalty: 5555.230957
	Iteration 7F: 3 clusters Score -8857339 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -8860160.000000 Penalty: 5555.230957
	Iteration 8F: 3 clusters Score -8860160 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -8863215.000000 Penalty: 5555.230957
	Iteration 9F: 3 clusters Score -8863215 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -8866152.000000 Penalty: 5555.230957
	Iteration 10F: 3 clusters Score -8866152 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -8868246.000000 Penalty: 5555.230957
	Iteration 11Q: 3 clusters Score -8868246 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -8869254.000000 Penalty: 5555.230957
	Iteration 12Q: 3 clusters Score -8869254 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -8869727.000000 Penalty: 5555.230957
	Iteration 13Q: 3 clusters Score -8869727 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -8870008.000000 Penalty: 5555.230957
	Iteration 14Q: 3 clusters Score -8870008 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -8870136.000000 Penalty: 5555.230957
	Iteration 15Q: 3 clusters Score -8870136 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -8870300.000000 Penalty: 5555.230957
	Iteration 16Q: 3 clusters Score -8870300 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -8870420.000000 Penalty: 5555.230957
	Iteration 17Q: 3 clusters Score -8870420 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -8870527.000000 Penalty: 5555.230957
	Iteration 18Q: 3 clusters Score -8870527 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -8870574.000000 Penalty: 5555.230957
	Iteration 19Q: 3 clusters Score -8870574 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -8870625.000000 Penalty: 5555.230957
	Iteration 20F: 3 clusters Score -8870625 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -8870716.000000 Penalty: 5555.230957
	Iteration 21Q: 3 clusters Score -8870716 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -8870756.000000 Penalty: 5555.230957
	Iteration 22Q: 3 clusters Score -8870756 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -8870807.000000 Penalty: 5555.230957
	Iteration 23Q: 3 clusters Score -8870807 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8870866.000000 Penalty: 5555.230957
	Iteration 24Q: 3 clusters Score -8870866 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -8870888.000000 Penalty: 5555.230957
	Iteration 25Q: 3 clusters Score -8870888 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -8870899.000000 Penalty: 5555.230957
	Iteration 26Q: 3 clusters Score -8870899 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -8870939.000000 Penalty: 5555.230957
	Iteration 27Q: 3 clusters Score -8870939 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -8870957.000000 Penalty: 5555.230957
	Iteration 28Q: 3 clusters Score -8870957 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8870941.000000 Penalty: 5555.230957
	Iteration 29Q: 3 clusters Score -8870941 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8870968.000000 Penalty: 5555.230957
	Iteration 30Q: 3 clusters Score -8870968 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -8870974.000000 Penalty: 5555.230957
	Iteration 31Q: 3 clusters Score -8870974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -8870989.000000 Penalty: 5555.230957
	Iteration 32Q: 3 clusters Score -8870989 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -8871000.000000 Penalty: 5555.230957
	Iteration 33Q: 3 clusters Score -8871000 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8871009.000000 Penalty: 5555.230957
	Iteration 34Q: 3 clusters Score -8871009 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -8871019.000000 Penalty: 5555.230957
	Iteration 35Q: 3 clusters Score -8871019 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8871040.000000 Penalty: 5555.230957
	Iteration 36Q: 3 clusters Score -8871040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -8871075.000000 Penalty: 5555.230957
	Iteration 37Q: 3 clusters Score -8871075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -8871107.000000 Penalty: 5555.230957
	Iteration 38Q: 3 clusters Score -8871107 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -8871120.000000 Penalty: 5555.230957
	Iteration 39Q: 3 clusters Score -8871120 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8871153.000000 Penalty: 5555.230957
	Iteration 40F: 3 clusters Score -8871153 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -8871181.000000 Penalty: 5555.230957
	Iteration 41Q: 3 clusters Score -8871181 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -8871208.000000 Penalty: 5555.230957
	Iteration 42Q: 3 clusters Score -8871208 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -8871232.000000 Penalty: 5555.230957
	Iteration 43Q: 3 clusters Score -8871232 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -8871256.000000 Penalty: 5555.230957
	Iteration 44Q: 3 clusters Score -8871256 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -8871291.000000 Penalty: 5555.230957
	Iteration 45Q: 3 clusters Score -8871291 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -8871333.000000 Penalty: 5555.230957
	Iteration 46Q: 3 clusters Score -8871333 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -8871353.000000 Penalty: 5555.230957
	Iteration 47Q: 3 clusters Score -8871353 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -8871391.000000 Penalty: 5555.230957
	Iteration 48Q: 3 clusters Score -8871391 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -8871447.000000 Penalty: 5555.230957
	Iteration 49Q: 3 clusters Score -8871447 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -8871483.000000 Penalty: 5555.230957
	Iteration 50Q: 3 clusters Score -8871483 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -8871477.000000 Penalty: 5555.230957
	Iteration 51Q: 3 clusters Score -8871477 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -8871503.000000 Penalty: 5555.230957
	Iteration 52Q: 3 clusters Score -8871503 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -8871515.000000 Penalty: 5555.230957
	Iteration 53Q: 3 clusters Score -8871515 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -8871571.000000 Penalty: 5555.230957
	Iteration 54Q: 3 clusters Score -8871571 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8871563.000000 Penalty: 5555.230957
	Iteration 55Q: 3 clusters Score -8871563 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -8871624.000000 Penalty: 5555.230957
	Iteration 56Q: 3 clusters Score -8871624 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -8871685.000000 Penalty: 5555.230957
	Iteration 57Q: 3 clusters Score -8871685 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -8871712.000000 Penalty: 5555.230957
	Iteration 58Q: 3 clusters Score -8871712 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -8871748.000000 Penalty: 5555.230957
	Iteration 59Q: 3 clusters Score -8871748 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -8871792.000000 Penalty: 5555.230957
	Iteration 60F: 3 clusters Score -8871792 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -8871818.000000 Penalty: 5555.230957
	Iteration 61Q: 3 clusters Score -8871818 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -8871845.000000 Penalty: 5555.230957
	Iteration 62Q: 3 clusters Score -8871845 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -8871907.000000 Penalty: 5555.230957
	Iteration 63Q: 3 clusters Score -8871907 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -8871957.000000 Penalty: 5555.230957
	Iteration 64Q: 3 clusters Score -8871957 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -8871977.000000 Penalty: 5555.230957
	Iteration 65Q: 3 clusters Score -8871977 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -8871995.000000 Penalty: 5555.230957
	Iteration 66Q: 3 clusters Score -8871995 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8872034.000000 Penalty: 5555.230957
	Iteration 67Q: 3 clusters Score -8872034 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -8872102.000000 Penalty: 5555.230957
	Iteration 68Q: 3 clusters Score -8872102 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -8872114.000000 Penalty: 5555.230957
	Iteration 69Q: 3 clusters Score -8872114 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -8872183.000000 Penalty: 5555.230957
	Iteration 70Q: 3 clusters Score -8872183 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -8872231.000000 Penalty: 5555.230957
	Iteration 71Q: 3 clusters Score -8872231 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -8872320.000000 Penalty: 5555.230957
	Iteration 72Q: 3 clusters Score -8872320 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -8872417.000000 Penalty: 5555.230957
	Iteration 73Q: 3 clusters Score -8872417 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -8872493.000000 Penalty: 5555.230957
	Iteration 74Q: 3 clusters Score -8872493 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -8872607.000000 Penalty: 5555.230957
	Iteration 75Q: 3 clusters Score -8872607 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -8872680.000000 Penalty: 5555.230957
	Iteration 76Q: 3 clusters Score -8872680 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -8872846.000000 Penalty: 5555.230957
	Iteration 77Q: 3 clusters Score -8872846 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -8872937.000000 Penalty: 5555.230957
	Iteration 78Q: 3 clusters Score -8872937 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -8873043.000000 Penalty: 5555.230957
	Iteration 79Q: 3 clusters Score -8873043 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -8873172.000000 Penalty: 5555.230957
	Iteration 80F: 3 clusters Score -8873172 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8873311.000000 Penalty: 5555.230957
	Iteration 81Q: 3 clusters Score -8873311 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -8873470.000000 Penalty: 5555.230957
	Iteration 82Q: 3 clusters Score -8873470 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8873589.000000 Penalty: 5555.230957
	Iteration 83Q: 3 clusters Score -8873589 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -8873772.000000 Penalty: 5555.230957
	Iteration 84Q: 3 clusters Score -8873772 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -8873913.000000 Penalty: 5555.230957
	Iteration 85Q: 3 clusters Score -8873913 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -8874057.000000 Penalty: 5555.230957
	Iteration 86Q: 3 clusters Score -8874057 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8874265.000000 Penalty: 5555.230957
	Iteration 87Q: 3 clusters Score -8874265 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8874445.000000 Penalty: 5555.230957
	Iteration 88Q: 3 clusters Score -8874445 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -8874664.000000 Penalty: 5555.230957
	Iteration 89Q: 3 clusters Score -8874664 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -8874907.000000 Penalty: 5555.230957
	Iteration 90Q: 3 clusters Score -8874907 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8875099.000000 Penalty: 5555.230957
	Iteration 91Q: 3 clusters Score -8875099 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8875289.000000 Penalty: 5555.230957
	Iteration 92Q: 3 clusters Score -8875289 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8875476.000000 Penalty: 5555.230957
	Iteration 93Q: 3 clusters Score -8875476 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8875652.000000 Penalty: 5555.230957
	Iteration 94Q: 3 clusters Score -8875652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8875801.000000 Penalty: 5555.230957
	Iteration 95Q: 3 clusters Score -8875801 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8875960.000000 Penalty: 5555.230957
	Iteration 96Q: 3 clusters Score -8875960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8876050.000000 Penalty: 5555.230957
	Iteration 97Q: 3 clusters Score -8876050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8876106.000000 Penalty: 5555.230957
	Iteration 98Q: 3 clusters Score -8876106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8876145.000000 Penalty: 5555.230957
	Iteration 99Q: 3 clusters Score -8876145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8876162.000000 Penalty: 5555.230957
	Iteration 100F: 3 clusters Score -8876162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8876181.000000 Penalty: 5555.230957
	Iteration 101Q: 3 clusters Score -8876181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8876204.000000 Penalty: 5555.230957
	Iteration 102Q: 3 clusters Score -8876204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8876214.000000 Penalty: 5555.230957
	Iteration 103Q: 3 clusters Score -8876214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8876216.000000 Penalty: 5555.230957
	Iteration 104Q: 3 clusters Score -8876216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8876214.000000 Penalty: 5555.230957
	Iteration 105Q: 3 clusters Score -8876214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8876232.000000 Penalty: 5555.230957
	Iteration 106Q: 3 clusters Score -8876232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8876234.000000 Penalty: 5555.230957
	Iteration 107Q: 3 clusters Score -8876234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8876234.000000 Penalty: 5555.230957
	Iteration 108Q: 3 clusters Score -8876234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8876246.000000 Penalty: 5555.230957
	Iteration 109Q: 3 clusters Score -8876246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8876245.000000 Penalty: 5555.230957
	Iteration 110Q: 3 clusters Score -8876245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8876244.000000 Penalty: 5555.230957
	Iteration 111Q: 3 clusters Score -8876244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8876246.000000 Penalty: 5555.230957
	Iteration 112Q: 3 clusters Score -8876246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8876247.000000 Penalty: 5555.230957
	Iteration 113Q: 3 clusters Score -8876247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8876250.000000 Penalty: 5555.230957
	Iteration 114Q: 3 clusters Score -8876250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8876245.000000 Penalty: 5555.230957
	Iteration 115Q: 3 clusters Score -8876245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8876254.000000 Penalty: 5555.230957
	Iteration 116Q: 3 clusters Score -8876254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8876259.000000 Penalty: 5555.230957
	Iteration 117Q: 3 clusters Score -8876259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8876259.000000 Penalty: 5555.230957
	Iteration 118F: 3 clusters Score -8876259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Entering Unmasked Estep 
Score: -4623282.500000 Penalty: 2621.565674
	Iteration 0F: 2 clusters Score -4623282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4596922.000000 Penalty: 5243.131348
	Iteration 0F: 3 clusters Score -4596922 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4606631.500000 Penalty: 5243.131348
	Iteration 1F: 3 clusters Score -4606632 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4607347.500000 Penalty: 5243.131348
	Iteration 2Q: 3 clusters Score -4607348 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4608277.000000 Penalty: 5243.131348
	Iteration 3F: 3 clusters Score -4608277 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4609709.000000 Penalty: 5243.131348
	Iteration 4F: 3 clusters Score -4609709 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4611833.500000 Penalty: 5243.131348
	Iteration 5F: 3 clusters Score -4611834 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4614474.000000 Penalty: 5243.131348
	Iteration 6F: 3 clusters Score -4614474 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4616997.500000 Penalty: 5243.131348
	Iteration 7F: 3 clusters Score -4616998 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4618843.000000 Penalty: 5243.131348
	Iteration 8F: 3 clusters Score -4618843 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4619950.500000 Penalty: 5243.131348
	Iteration 9Q: 3 clusters Score -4619950 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4620562.000000 Penalty: 5243.131348
	Iteration 10Q: 3 clusters Score -4620562 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4620928.500000 Penalty: 5243.131348
	Iteration 11Q: 3 clusters Score -4620928 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4621125.000000 Penalty: 5243.131348
	Iteration 12Q: 3 clusters Score -4621125 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4621236.000000 Penalty: 5243.131348
	Iteration 13Q: 3 clusters Score -4621236 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4621298.500000 Penalty: 5243.131348
	Iteration 14Q: 3 clusters Score -4621298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4621338.500000 Penalty: 5243.131348
	Iteration 15Q: 3 clusters Score -4621338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4621366.000000 Penalty: 5243.131348
	Iteration 16Q: 3 clusters Score -4621366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4621368.500000 Penalty: 5243.131348
	Iteration 17Q: 3 clusters Score -4621368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4621369.500000 Penalty: 5243.131348
	Iteration 18Q: 3 clusters Score -4621370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4621380.500000 Penalty: 5243.131348
	Iteration 19Q: 3 clusters Score -4621380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4621384.000000 Penalty: 5243.131348
	Iteration 20F: 3 clusters Score -4621384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4621382.500000 Penalty: 5243.131348
	Iteration 21Q: 3 clusters Score -4621382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4621382.000000 Penalty: 5243.131348
	Iteration 22Q: 3 clusters Score -4621382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4621381.500000 Penalty: 5243.131348
	Iteration 23Q: 3 clusters Score -4621382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4621384.000000 Penalty: 5243.131348
	Iteration 24Q: 3 clusters Score -4621384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4621383.000000 Penalty: 5243.131348
	Iteration 25Q: 3 clusters Score -4621383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4621388.000000 Penalty: 5243.131348
	Iteration 26Q: 3 clusters Score -4621388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4621381.500000 Penalty: 5243.131348
	Iteration 27Q: 3 clusters Score -4621382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4621381.500000 Penalty: 5243.131348
	Iteration 28Q: 3 clusters Score -4621382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4621383.500000 Penalty: 5243.131348
	Iteration 29Q: 3 clusters Score -4621384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4621389.500000 Penalty: 5243.131348
	Iteration 30Q: 3 clusters Score -4621390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4621386.000000 Penalty: 5243.131348
	Iteration 31Q: 3 clusters Score -4621386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4621386.000000 Penalty: 5243.131348
	Iteration 32Q: 3 clusters Score -4621386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4621387.000000 Penalty: 5243.131348
	Iteration 33Q: 3 clusters Score -4621387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4621388.500000 Penalty: 5243.131348
	Iteration 34Q: 3 clusters Score -4621388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4621390.000000 Penalty: 5243.131348
	Iteration 35Q: 3 clusters Score -4621390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4621387.500000 Penalty: 5243.131348
	Iteration 36Q: 3 clusters Score -4621388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4621387.500000 Penalty: 5243.131348
	Iteration 37Q: 3 clusters Score -4621388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4621390.000000 Penalty: 5243.131348
	Iteration 38Q: 3 clusters Score -4621390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4621390.000000 Penalty: 5243.131348
	Iteration 39F: 3 clusters Score -4621390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Entering Unmasked Estep 
Score: -1925837.375000 Penalty: 2420.055420
	Iteration 0F: 2 clusters Score -1925837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1913477.750000 Penalty: 4840.110840
	Iteration 0F: 3 clusters Score -1913478 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1917600.250000 Penalty: 4840.110840
	Iteration 1F: 3 clusters Score -1917600 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1918099.625000 Penalty: 4840.110840
	Iteration 2F: 3 clusters Score -1918100 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1918576.750000 Penalty: 4840.110840
	Iteration 3F: 3 clusters Score -1918577 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1919063.000000 Penalty: 4840.110840
	Iteration 4F: 3 clusters Score -1919063 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1919521.375000 Penalty: 4840.110840
	Iteration 5F: 3 clusters Score -1919521 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1919979.000000 Penalty: 4840.110840
	Iteration 6Q: 3 clusters Score -1919979 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1920473.250000 Penalty: 4840.110840
	Iteration 7Q: 3 clusters Score -1920473 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1920972.250000 Penalty: 4840.110840
	Iteration 8Q: 3 clusters Score -1920972 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1921445.250000 Penalty: 4840.110840
	Iteration 9Q: 3 clusters Score -1921445 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1921909.750000 Penalty: 4840.110840
	Iteration 10Q: 3 clusters Score -1921910 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1922339.250000 Penalty: 4840.110840
	Iteration 11Q: 3 clusters Score -1922339 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1922691.500000 Penalty: 4840.110840
	Iteration 12Q: 3 clusters Score -1922692 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1922991.375000 Penalty: 4840.110840
	Iteration 13Q: 3 clusters Score -1922991 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1923222.375000 Penalty: 4840.110840
	Iteration 14Q: 3 clusters Score -1923222 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1923463.375000 Penalty: 4840.110840
	Iteration 15Q: 3 clusters Score -1923463 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1923678.875000 Penalty: 4840.110840
	Iteration 16Q: 3 clusters Score -1923679 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1923853.125000 Penalty: 4840.110840
	Iteration 17Q: 3 clusters Score -1923853 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1924018.625000 Penalty: 4840.110840
	Iteration 18Q: 3 clusters Score -1924019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1924114.875000 Penalty: 4840.110840
	Iteration 19Q: 3 clusters Score -1924115 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1924182.000000 Penalty: 4840.110840
	Iteration 20F: 3 clusters Score -1924182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1924237.375000 Penalty: 4840.110840
	Iteration 21Q: 3 clusters Score -1924237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1924279.500000 Penalty: 4840.110840
	Iteration 22Q: 3 clusters Score -1924280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1924332.250000 Penalty: 4840.110840
	Iteration 23Q: 3 clusters Score -1924332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1924370.250000 Penalty: 4840.110840
	Iteration 24Q: 3 clusters Score -1924370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1924398.875000 Penalty: 4840.110840
	Iteration 25Q: 3 clusters Score -1924399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1924421.375000 Penalty: 4840.110840
	Iteration 26Q: 3 clusters Score -1924421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1924423.375000 Penalty: 4840.110840
	Iteration 27Q: 3 clusters Score -1924423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1924432.125000 Penalty: 4840.110840
	Iteration 28Q: 3 clusters Score -1924432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1924434.250000 Penalty: 4840.110840
	Iteration 29Q: 3 clusters Score -1924434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1924436.500000 Penalty: 4840.110840
	Iteration 30Q: 3 clusters Score -1924436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1924438.750000 Penalty: 4840.110840
	Iteration 31Q: 3 clusters Score -1924439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1924438.250000 Penalty: 4840.110840
	Iteration 32Q: 3 clusters Score -1924438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1924435.500000 Penalty: 4840.110840
	Iteration 33Q: 3 clusters Score -1924436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1924438.250000 Penalty: 4840.110840
	Iteration 34Q: 3 clusters Score -1924438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1924441.375000 Penalty: 4840.110840
	Iteration 35Q: 3 clusters Score -1924441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1924441.375000 Penalty: 4840.110840
	Iteration 36F: 3 clusters Score -1924441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Entering Unmasked Estep 
Score: -2455860.750000 Penalty: 2470.129150
	Iteration 0F: 2 clusters Score -2455861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2441125.250000 Penalty: 4940.258301
	Iteration 0F: 3 clusters Score -2441125 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2446060.000000 Penalty: 4940.258301
	Iteration 1F: 3 clusters Score -2446060 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2446637.750000 Penalty: 4940.258301
	Iteration 2F: 3 clusters Score -2446638 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2447308.750000 Penalty: 4940.258301
	Iteration 3F: 3 clusters Score -2447309 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2447940.750000 Penalty: 4940.258301
	Iteration 4F: 3 clusters Score -2447941 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2448559.250000 Penalty: 4940.258301
	Iteration 5F: 3 clusters Score -2448559 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2449171.750000 Penalty: 4940.258301
	Iteration 6Q: 3 clusters Score -2449172 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2449747.250000 Penalty: 4940.258301
	Iteration 7Q: 3 clusters Score -2449747 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2450340.500000 Penalty: 4940.258301
	Iteration 8Q: 3 clusters Score -2450340 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2450973.750000 Penalty: 4940.258301
	Iteration 9Q: 3 clusters Score -2450974 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2451523.000000 Penalty: 4940.258301
	Iteration 10Q: 3 clusters Score -2451523 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2451942.750000 Penalty: 4940.258301
	Iteration 11Q: 3 clusters Score -2451943 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2452309.750000 Penalty: 4940.258301
	Iteration 12Q: 3 clusters Score -2452310 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2452613.000000 Penalty: 4940.258301
	Iteration 13Q: 3 clusters Score -2452613 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2452849.250000 Penalty: 4940.258301
	Iteration 14Q: 3 clusters Score -2452849 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2453044.250000 Penalty: 4940.258301
	Iteration 15Q: 3 clusters Score -2453044 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2453177.000000 Penalty: 4940.258301
	Iteration 16Q: 3 clusters Score -2453177 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2453292.750000 Penalty: 4940.258301
	Iteration 17Q: 3 clusters Score -2453293 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2453380.750000 Penalty: 4940.258301
	Iteration 18Q: 3 clusters Score -2453381 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2453456.250000 Penalty: 4940.258301
	Iteration 19Q: 3 clusters Score -2453456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2453518.750000 Penalty: 4940.258301
	Iteration 20F: 3 clusters Score -2453519 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2453567.500000 Penalty: 4940.258301
	Iteration 21Q: 3 clusters Score -2453568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2453612.250000 Penalty: 4940.258301
	Iteration 22Q: 3 clusters Score -2453612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2453657.000000 Penalty: 4940.258301
	Iteration 23Q: 3 clusters Score -2453657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2453692.750000 Penalty: 4940.258301
	Iteration 24Q: 3 clusters Score -2453693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2453732.750000 Penalty: 4940.258301
	Iteration 25Q: 3 clusters Score -2453733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2453779.250000 Penalty: 4940.258301
	Iteration 26Q: 3 clusters Score -2453779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2453806.250000 Penalty: 4940.258301
	Iteration 27Q: 3 clusters Score -2453806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2453831.250000 Penalty: 4940.258301
	Iteration 28Q: 3 clusters Score -2453831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2453849.500000 Penalty: 4940.258301
	Iteration 29Q: 3 clusters Score -2453850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2453861.250000 Penalty: 4940.258301
	Iteration 30Q: 3 clusters Score -2453861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2453870.000000 Penalty: 4940.258301
	Iteration 31Q: 3 clusters Score -2453870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2453871.500000 Penalty: 4940.258301
	Iteration 32Q: 3 clusters Score -2453872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2453882.250000 Penalty: 4940.258301
	Iteration 33Q: 3 clusters Score -2453882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2453880.500000 Penalty: 4940.258301
	Iteration 34Q: 3 clusters Score -2453880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2453884.000000 Penalty: 4940.258301
	Iteration 35Q: 3 clusters Score -2453884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2453891.750000 Penalty: 4940.258301
	Iteration 36Q: 3 clusters Score -2453892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2453896.250000 Penalty: 4940.258301
	Iteration 37Q: 3 clusters Score -2453896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2453899.750000 Penalty: 4940.258301
	Iteration 38Q: 3 clusters Score -2453900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2453901.000000 Penalty: 4940.258301
	Iteration 39Q: 3 clusters Score -2453901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2453910.000000 Penalty: 4940.258301
	Iteration 40F: 3 clusters Score -2453910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2453917.500000 Penalty: 4940.258301
	Iteration 41Q: 3 clusters Score -2453918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2453921.500000 Penalty: 4940.258301
	Iteration 42Q: 3 clusters Score -2453922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2453929.500000 Penalty: 4940.258301
	Iteration 43Q: 3 clusters Score -2453930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2453929.000000 Penalty: 4940.258301
	Iteration 44Q: 3 clusters Score -2453929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2453930.500000 Penalty: 4940.258301
	Iteration 45Q: 3 clusters Score -2453930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2453931.500000 Penalty: 4940.258301
	Iteration 46Q: 3 clusters Score -2453932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2453931.750000 Penalty: 4940.258301
	Iteration 47Q: 3 clusters Score -2453932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2453932.750000 Penalty: 4940.258301
	Iteration 48Q: 3 clusters Score -2453933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2453932.750000 Penalty: 4940.258301
	Iteration 49F: 3 clusters Score -2453933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -97350.828125 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -97350.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95546.710938 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -95546.71 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95803.109375 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -95803.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95904.984375 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -95904.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95961.132812 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -95961.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95998.843750 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -95998.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96036.195312 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -96036.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96075.804688 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -96075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -96104.468750 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -96104.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -96122.898438 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -96122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96162.382812 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -96162.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -96189.820312 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -96189.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96207.835938 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -96207.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -96215.781250 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -96215.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -96227.390625 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -96227.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -96231.101562 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -96231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -96232.765625 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -96232.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -96234.125000 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -96234.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -96234.125000 Penalty: 3363.404785
	Iteration 17F: 3 clusters Score -96234.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -385746.531250 Penalty: 2026.276123
	Iteration 0F: 2 clusters Score -385746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -382231.531250 Penalty: 4052.552246
	Iteration 0F: 3 clusters Score -382231.5 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -383075.500000 Penalty: 4052.552246
	Iteration 1F: 3 clusters Score -383075.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -383386.062500 Penalty: 4052.552246
	Iteration 2F: 3 clusters Score -383386.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -383559.406250 Penalty: 4052.552246
	Iteration 3F: 3 clusters Score -383559.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -383696.156250 Penalty: 4052.552246
	Iteration 4Q: 3 clusters Score -383696.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -383799.593750 Penalty: 4052.552246
	Iteration 5Q: 3 clusters Score -383799.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -383870.625000 Penalty: 4052.552246
	Iteration 6Q: 3 clusters Score -383870.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -383925.562500 Penalty: 4052.552246
	Iteration 7Q: 3 clusters Score -383925.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -383980.906250 Penalty: 4052.552246
	Iteration 8Q: 3 clusters Score -383980.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -384039.468750 Penalty: 4052.552246
	Iteration 9Q: 3 clusters Score -384039.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -384093.562500 Penalty: 4052.552246
	Iteration 10Q: 3 clusters Score -384093.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -384140.031250 Penalty: 4052.552246
	Iteration 11Q: 3 clusters Score -384140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -384170.843750 Penalty: 4052.552246
	Iteration 12Q: 3 clusters Score -384170.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -384187.187500 Penalty: 4052.552246
	Iteration 13Q: 3 clusters Score -384187.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -384199.875000 Penalty: 4052.552246
	Iteration 14Q: 3 clusters Score -384199.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -384209.906250 Penalty: 4052.552246
	Iteration 15Q: 3 clusters Score -384209.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -384221.375000 Penalty: 4052.552246
	Iteration 16Q: 3 clusters Score -384221.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -384230.312500 Penalty: 4052.552246
	Iteration 17Q: 3 clusters Score -384230.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -384236.218750 Penalty: 4052.552246
	Iteration 18Q: 3 clusters Score -384236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -384240.531250 Penalty: 4052.552246
	Iteration 19Q: 3 clusters Score -384240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -384243.718750 Penalty: 4052.552246
	Iteration 20F: 3 clusters Score -384243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -384248.625000 Penalty: 4052.552246
	Iteration 21Q: 3 clusters Score -384248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -384251.781250 Penalty: 4052.552246
	Iteration 22Q: 3 clusters Score -384251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -384252.593750 Penalty: 4052.552246
	Iteration 23Q: 3 clusters Score -384252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -384252.593750 Penalty: 4052.552246
	Iteration 24F: 3 clusters Score -384252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Entering Unmasked Estep 
Score: -1211124.625000 Penalty: 2295.649414
	Iteration 0F: 2 clusters Score -1211125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1203161.000000 Penalty: 4591.298828
	Iteration 0F: 3 clusters Score -1203161 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1205564.000000 Penalty: 4591.298828
	Iteration 1F: 3 clusters Score -1205564 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1206109.875000 Penalty: 4591.298828
	Iteration 2F: 3 clusters Score -1206110 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1206602.750000 Penalty: 4591.298828
	Iteration 3F: 3 clusters Score -1206603 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1207080.500000 Penalty: 4591.298828
	Iteration 4F: 3 clusters Score -1207080 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1207505.750000 Penalty: 4591.298828
	Iteration 5F: 3 clusters Score -1207506 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1207824.375000 Penalty: 4591.298828
	Iteration 6Q: 3 clusters Score -1207824 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1208067.875000 Penalty: 4591.298828
	Iteration 7Q: 3 clusters Score -1208068 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1208247.750000 Penalty: 4591.298828
	Iteration 8Q: 3 clusters Score -1208248 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1208393.875000 Penalty: 4591.298828
	Iteration 9Q: 3 clusters Score -1208394 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1208553.500000 Penalty: 4591.298828
	Iteration 10Q: 3 clusters Score -1208554 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1208736.625000 Penalty: 4591.298828
	Iteration 11Q: 3 clusters Score -1208737 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1208907.875000 Penalty: 4591.298828
	Iteration 12Q: 3 clusters Score -1208908 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1209069.250000 Penalty: 4591.298828
	Iteration 13Q: 3 clusters Score -1209069 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1209199.125000 Penalty: 4591.298828
	Iteration 14Q: 3 clusters Score -1209199 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1209291.000000 Penalty: 4591.298828
	Iteration 15Q: 3 clusters Score -1209291 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1209347.750000 Penalty: 4591.298828
	Iteration 16Q: 3 clusters Score -1209348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1209380.250000 Penalty: 4591.298828
	Iteration 17Q: 3 clusters Score -1209380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1209408.125000 Penalty: 4591.298828
	Iteration 18Q: 3 clusters Score -1209408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1209427.625000 Penalty: 4591.298828
	Iteration 19Q: 3 clusters Score -1209428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1209437.750000 Penalty: 4591.298828
	Iteration 20F: 3 clusters Score -1209438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1209445.625000 Penalty: 4591.298828
	Iteration 21Q: 3 clusters Score -1209446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1209454.000000 Penalty: 4591.298828
	Iteration 22Q: 3 clusters Score -1209454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1209460.875000 Penalty: 4591.298828
	Iteration 23Q: 3 clusters Score -1209461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1209466.750000 Penalty: 4591.298828
	Iteration 24Q: 3 clusters Score -1209467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1209472.250000 Penalty: 4591.298828
	Iteration 25Q: 3 clusters Score -1209472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1209474.375000 Penalty: 4591.298828
	Iteration 26Q: 3 clusters Score -1209474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1209479.250000 Penalty: 4591.298828
	Iteration 27Q: 3 clusters Score -1209479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1209480.375000 Penalty: 4591.298828
	Iteration 28Q: 3 clusters Score -1209480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1209483.250000 Penalty: 4591.298828
	Iteration 29Q: 3 clusters Score -1209483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1209486.625000 Penalty: 4591.298828
	Iteration 30Q: 3 clusters Score -1209487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1209488.750000 Penalty: 4591.298828
	Iteration 31Q: 3 clusters Score -1209489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1209486.750000 Penalty: 4591.298828
	Iteration 32Q: 3 clusters Score -1209487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1209492.250000 Penalty: 4591.298828
	Iteration 33Q: 3 clusters Score -1209492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1209493.375000 Penalty: 4591.298828
	Iteration 34Q: 3 clusters Score -1209493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1209496.500000 Penalty: 4591.298828
	Iteration 35Q: 3 clusters Score -1209496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1209505.500000 Penalty: 4591.298828
	Iteration 36Q: 3 clusters Score -1209506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1209510.500000 Penalty: 4591.298828
	Iteration 37Q: 3 clusters Score -1209510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1209516.625000 Penalty: 4591.298828
	Iteration 38Q: 3 clusters Score -1209517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1209528.000000 Penalty: 4591.298828
	Iteration 39Q: 3 clusters Score -1209528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1209525.750000 Penalty: 4591.298828
	Iteration 40F: 3 clusters Score -1209526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1209533.250000 Penalty: 4591.298828
	Iteration 41Q: 3 clusters Score -1209533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1209536.875000 Penalty: 4591.298828
	Iteration 42Q: 3 clusters Score -1209537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1209536.500000 Penalty: 4591.298828
	Iteration 43Q: 3 clusters Score -1209536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1209537.125000 Penalty: 4591.298828
	Iteration 44Q: 3 clusters Score -1209537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1209544.250000 Penalty: 4591.298828
	Iteration 45Q: 3 clusters Score -1209544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1209545.750000 Penalty: 4591.298828
	Iteration 46Q: 3 clusters Score -1209546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1209547.625000 Penalty: 4591.298828
	Iteration 47Q: 3 clusters Score -1209548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1209552.000000 Penalty: 4591.298828
	Iteration 48Q: 3 clusters Score -1209552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1209552.500000 Penalty: 4591.298828
	Iteration 49Q: 3 clusters Score -1209552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1209558.625000 Penalty: 4591.298828
	Iteration 50Q: 3 clusters Score -1209559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1209561.250000 Penalty: 4591.298828
	Iteration 51Q: 3 clusters Score -1209561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1209561.125000 Penalty: 4591.298828
	Iteration 52Q: 3 clusters Score -1209561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1209564.375000 Penalty: 4591.298828
	Iteration 53Q: 3 clusters Score -1209564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1209564.000000 Penalty: 4591.298828
	Iteration 54Q: 3 clusters Score -1209564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1209565.125000 Penalty: 4591.298828
	Iteration 55Q: 3 clusters Score -1209565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1209564.625000 Penalty: 4591.298828
	Iteration 56Q: 3 clusters Score -1209565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1209563.750000 Penalty: 4591.298828
	Iteration 57Q: 3 clusters Score -1209564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1209563.625000 Penalty: 4591.298828
	Iteration 58Q: 3 clusters Score -1209564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1209564.125000 Penalty: 4591.298828
	Iteration 59Q: 3 clusters Score -1209564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1209565.500000 Penalty: 4591.298828
	Iteration 60F: 3 clusters Score -1209566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1209567.625000 Penalty: 4591.298828
	Iteration 61Q: 3 clusters Score -1209568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1209566.375000 Penalty: 4591.298828
	Iteration 62Q: 3 clusters Score -1209566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1209566.000000 Penalty: 4591.298828
	Iteration 63Q: 3 clusters Score -1209566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1209566.000000 Penalty: 4591.298828
	Iteration 64F: 3 clusters Score -1209566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -18286.267578 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18286.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17230.195312 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17262.210938 Penalty: 2586.608154
	Iteration 1Q: 3 clusters Score -17262.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17262.210938 Penalty: 2586.608154
	Iteration 2F: 3 clusters Score -17262.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -792268.812500 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -792268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -786693.750000 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -786693.8 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -788148.437500 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -788148.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -788384.875000 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -788384.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -788531.437500 Penalty: 4359.142090
	Iteration 3F: 3 clusters Score -788531.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -788617.687500 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -788617.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -788687.750000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -788687.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -788736.437500 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -788736.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -788777.000000 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -788777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -788812.312500 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -788812.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -788842.437500 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -788842.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -788872.437500 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -788872.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -788894.437500 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -788894.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -788917.125000 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -788917.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -788940.312500 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -788940.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -788962.187500 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -788962.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -788977.375000 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -788977.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -788994.812500 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -788994.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -789015.687500 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -789015.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -789033.750000 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -789033.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -789055.312500 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -789055.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -789073.437500 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -789073.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -789103.062500 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -789103.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -789135.437500 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -789135.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -789166.812500 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -789166.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -789197.000000 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -789197 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -789229.812500 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -789229.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -789271.812500 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -789271.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -789305.500000 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -789305.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -789355.250000 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -789355.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -789419.312500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -789419.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -789485.312500 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -789485.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -789548.750000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -789548.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -789609.437500 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -789609.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -789670.562500 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -789670.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -789738.250000 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -789738.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -789819.812500 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -789819.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -789913.000000 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -789913 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -789984.625000 Penalty: 4359.142090
	Iteration 37Q: 3 clusters Score -789984.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -790041.375000 Penalty: 4359.142090
	Iteration 38Q: 3 clusters Score -790041.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -790085.500000 Penalty: 4359.142090
	Iteration 39Q: 3 clusters Score -790085.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -790119.562500 Penalty: 4359.142090
	Iteration 40F: 3 clusters Score -790119.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -790154.937500 Penalty: 4359.142090
	Iteration 41Q: 3 clusters Score -790154.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -790189.312500 Penalty: 4359.142090
	Iteration 42Q: 3 clusters Score -790189.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -790220.000000 Penalty: 4359.142090
	Iteration 43Q: 3 clusters Score -790220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -790237.687500 Penalty: 4359.142090
	Iteration 44Q: 3 clusters Score -790237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -790246.375000 Penalty: 4359.142090
	Iteration 45Q: 3 clusters Score -790246.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -790257.062500 Penalty: 4359.142090
	Iteration 46Q: 3 clusters Score -790257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -790260.687500 Penalty: 4359.142090
	Iteration 47Q: 3 clusters Score -790260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -790267.187500 Penalty: 4359.142090
	Iteration 48Q: 3 clusters Score -790267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -790269.250000 Penalty: 4359.142090
	Iteration 49Q: 3 clusters Score -790269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -790271.687500 Penalty: 4359.142090
	Iteration 50Q: 3 clusters Score -790271.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -790272.000000 Penalty: 4359.142090
	Iteration 51Q: 3 clusters Score -790272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -790275.562500 Penalty: 4359.142090
	Iteration 52Q: 3 clusters Score -790275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -790277.125000 Penalty: 4359.142090
	Iteration 53Q: 3 clusters Score -790277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -790279.312500 Penalty: 4359.142090
	Iteration 54Q: 3 clusters Score -790279.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -790282.250000 Penalty: 4359.142090
	Iteration 55Q: 3 clusters Score -790282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -790287.000000 Penalty: 4359.142090
	Iteration 56Q: 3 clusters Score -790287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -790289.875000 Penalty: 4359.142090
	Iteration 57Q: 3 clusters Score -790289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -790291.312500 Penalty: 4359.142090
	Iteration 58Q: 3 clusters Score -790291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -790291.312500 Penalty: 4359.142090
	Iteration 59F: 3 clusters Score -790291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78436.265625 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78436.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76765.960938 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -76765.96 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77110.656250 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77110.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77211.640625 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77211.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77291.789062 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -77291.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77455.664062 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -77455.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77696.468750 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -77696.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77741.906250 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -77741.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77770.898438 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -77770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77790.867188 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -77790.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -77802.351562 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -77802.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77805.132812 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -77805.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -77805.132812 Penalty: 3272.184082
	Iteration 11F: 3 clusters Score -77805.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -62616.753906 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -62616.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61047.222656 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -61047.22 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61245.398438 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -61245.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61302.226562 Penalty: 3142.187012
	Iteration 2Q: 3 clusters Score -61302.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61331.304688 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -61331.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61347.226562 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -61347.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61353.054688 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -61353.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61357.976562 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -61357.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61358.937500 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -61358.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61358.937500 Penalty: 3142.187012
	Iteration 8F: 3 clusters Score -61358.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47421 members 
Mstep: Class 4 contains 79432 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92861 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115918 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175229 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168464 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110357 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241608 members 
Mstep: Class 20 contains 26879 members 
Mstep: Class 21 contains 62266 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12001 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73135 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17297 members 
Mstep: Class 32 contains 21167 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584848.000000 Penalty: 139228.281250
Iteration 239Q: 40 clusters Score -2.055848e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47422 members 
Mstep: Class 4 contains 79431 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92862 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115918 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175227 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110356 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241606 members 
Mstep: Class 20 contains 26879 members 
Mstep: Class 21 contains 62265 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12004 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73135 members 
Mstep: Class 30 contains 38982 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21167 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584864.000000 Penalty: 139228.281250
Iteration 240F: 40 clusters Score -2.055849e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47423 members 
Mstep: Class 4 contains 79431 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 157445 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175226 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110356 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241605 members 
Mstep: Class 20 contains 26880 members 
Mstep: Class 21 contains 62264 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12004 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38982 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584800.000000 Penalty: 139228.281250
Iteration 241Q: 40 clusters Score -2.055848e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79432 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92863 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175226 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110354 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241603 members 
Mstep: Class 20 contains 26881 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38982 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584832.000000 Penalty: 139228.281250
Iteration 242Q: 40 clusters Score -2.055848e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159809 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92862 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175226 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110355 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241600 members 
Mstep: Class 20 contains 26881 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10073 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584848.000000 Penalty: 139228.281250
Iteration 243Q: 40 clusters Score -2.055848e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92861 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175228 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110355 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241599 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38980 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584864.000000 Penalty: 139228.281250
Iteration 244Q: 40 clusters Score -2.055849e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92862 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175228 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110354 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241598 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584880.000000 Penalty: 139228.281250
Iteration 245Q: 40 clusters Score -2.055849e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92864 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175229 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110351 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241597 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584848.000000 Penalty: 139228.281250
Iteration 246Q: 40 clusters Score -2.055848e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92865 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110349 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241597 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584896.000000 Penalty: 139228.281250
Iteration 247Q: 40 clusters Score -2.055849e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92865 members 
Mstep: Class 7 contains 157446 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110349 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241597 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584896.000000 Penalty: 139228.281250
Iteration 248Q: 40 clusters Score -2.055849e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92865 members 
Mstep: Class 7 contains 157447 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110349 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241597 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584896.000000 Penalty: 139228.281250
Iteration 249Q: 40 clusters Score -2.055849e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92865 members 
Mstep: Class 7 contains 157447 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110349 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241597 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205584896.000000 Penalty: 139228.281250
Iteration 250F: 40 clusters Score -2.055849e+08 nChanged 0
Entering ConstructFrom: 
Score: -205584896.000000 Penalty: 139228.281250
Entering ConstructFrom: 
Trying to split cluster 1 (159810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Entering Unmasked Estep 
Score: -19173434.000000 Penalty: 2971.471680
	Iteration 0F: 2 clusters Score -1.917343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -19067528.000000 Penalty: 5942.943359
	Iteration 0F: 3 clusters Score -1.906753e+07 nChanged 76261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -19112224.000000 Penalty: 5942.943359
	Iteration 1F: 3 clusters Score -1.911222e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -19113692.000000 Penalty: 5942.943359
	Iteration 2Q: 3 clusters Score -1.911369e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -19116182.000000 Penalty: 5942.943359
	Iteration 3Q: 3 clusters Score -1.911618e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -19120490.000000 Penalty: 5942.943359
	Iteration 4F: 3 clusters Score -1.912049e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112734 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -19128224.000000 Penalty: 5942.943359
	Iteration 5F: 3 clusters Score -1.912822e+07 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -19139948.000000 Penalty: 5942.943359
	Iteration 6F: 3 clusters Score -1.913995e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140214 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -19153038.000000 Penalty: 5942.943359
	Iteration 7F: 3 clusters Score -1.915304e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -19162996.000000 Penalty: 5942.943359
	Iteration 8F: 3 clusters Score -1.9163e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -19167800.000000 Penalty: 5942.943359
	Iteration 9Q: 3 clusters Score -1.91678e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158268 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19169610.000000 Penalty: 5942.943359
	Iteration 10Q: 3 clusters Score -1.916961e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -19170348.000000 Penalty: 5942.943359
	Iteration 11Q: 3 clusters Score -1.917035e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -19170600.000000 Penalty: 5942.943359
	Iteration 12Q: 3 clusters Score -1.91706e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -19170698.000000 Penalty: 5942.943359
	Iteration 13Q: 3 clusters Score -1.91707e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159447 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19170760.000000 Penalty: 5942.943359
	Iteration 14Q: 3 clusters Score -1.917076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159462 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -19170824.000000 Penalty: 5942.943359
	Iteration 15Q: 3 clusters Score -1.917082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19170842.000000 Penalty: 5942.943359
	Iteration 16Q: 3 clusters Score -1.917084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19170850.000000 Penalty: 5942.943359
	Iteration 17Q: 3 clusters Score -1.917085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19170888.000000 Penalty: 5942.943359
	Iteration 18Q: 3 clusters Score -1.917089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19170888.000000 Penalty: 5942.943359
	Iteration 19Q: 3 clusters Score -1.917089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19170888.000000 Penalty: 5942.943359
	Iteration 20F: 3 clusters Score -1.917089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159486 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19170896.000000 Penalty: 5942.943359
	Iteration 21Q: 3 clusters Score -1.91709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19170882.000000 Penalty: 5942.943359
	Iteration 22Q: 3 clusters Score -1.917088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19170890.000000 Penalty: 5942.943359
	Iteration 23Q: 3 clusters Score -1.917089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19170880.000000 Penalty: 5942.943359
	Iteration 24Q: 3 clusters Score -1.917088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19170880.000000 Penalty: 5942.943359
	Iteration 25F: 3 clusters Score -1.917088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Entering Unmasked Estep 
Score: -1294616.375000 Penalty: 2326.615967
	Iteration 0F: 2 clusters Score -1294616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1285824.125000 Penalty: 4653.231934
	Iteration 0F: 3 clusters Score -1285824 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1288764.250000 Penalty: 4653.231934
	Iteration 1F: 3 clusters Score -1288764 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1289569.125000 Penalty: 4653.231934
	Iteration 2F: 3 clusters Score -1289569 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1290403.250000 Penalty: 4653.231934
	Iteration 3F: 3 clusters Score -1290403 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1291127.625000 Penalty: 4653.231934
	Iteration 4F: 3 clusters Score -1291128 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1291759.750000 Penalty: 4653.231934
	Iteration 5F: 3 clusters Score -1291760 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1292352.750000 Penalty: 4653.231934
	Iteration 6F: 3 clusters Score -1292353 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1292866.250000 Penalty: 4653.231934
	Iteration 7F: 3 clusters Score -1292866 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1293205.375000 Penalty: 4653.231934
	Iteration 8Q: 3 clusters Score -1293205 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1293455.375000 Penalty: 4653.231934
	Iteration 9Q: 3 clusters Score -1293455 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1293634.375000 Penalty: 4653.231934
	Iteration 10Q: 3 clusters Score -1293634 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1293741.250000 Penalty: 4653.231934
	Iteration 11Q: 3 clusters Score -1293741 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1293810.375000 Penalty: 4653.231934
	Iteration 12Q: 3 clusters Score -1293810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1293856.875000 Penalty: 4653.231934
	Iteration 13Q: 3 clusters Score -1293857 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1293896.375000 Penalty: 4653.231934
	Iteration 14Q: 3 clusters Score -1293896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1293930.375000 Penalty: 4653.231934
	Iteration 15Q: 3 clusters Score -1293930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1293957.750000 Penalty: 4653.231934
	Iteration 16Q: 3 clusters Score -1293958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1293970.500000 Penalty: 4653.231934
	Iteration 17Q: 3 clusters Score -1293970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1293981.125000 Penalty: 4653.231934
	Iteration 18Q: 3 clusters Score -1293981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1293986.875000 Penalty: 4653.231934
	Iteration 19Q: 3 clusters Score -1293987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1293991.250000 Penalty: 4653.231934
	Iteration 20F: 3 clusters Score -1293991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1293992.125000 Penalty: 4653.231934
	Iteration 21Q: 3 clusters Score -1293992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1293995.500000 Penalty: 4653.231934
	Iteration 22Q: 3 clusters Score -1293996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1293997.375000 Penalty: 4653.231934
	Iteration 23Q: 3 clusters Score -1293997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1294000.875000 Penalty: 4653.231934
	Iteration 24Q: 3 clusters Score -1294001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1294002.250000 Penalty: 4653.231934
	Iteration 25Q: 3 clusters Score -1294002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1294001.750000 Penalty: 4653.231934
	Iteration 26Q: 3 clusters Score -1294002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1294004.500000 Penalty: 4653.231934
	Iteration 27Q: 3 clusters Score -1294004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1294005.000000 Penalty: 4653.231934
	Iteration 28Q: 3 clusters Score -1294005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1294006.125000 Penalty: 4653.231934
	Iteration 29Q: 3 clusters Score -1294006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1294004.250000 Penalty: 4653.231934
	Iteration 30Q: 3 clusters Score -1294004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1294007.500000 Penalty: 4653.231934
	Iteration 31Q: 3 clusters Score -1294008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1294005.875000 Penalty: 4653.231934
	Iteration 32Q: 3 clusters Score -1294006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1294008.125000 Penalty: 4653.231934
	Iteration 33Q: 3 clusters Score -1294008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1294007.125000 Penalty: 4653.231934
	Iteration 34Q: 3 clusters Score -1294007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1294005.375000 Penalty: 4653.231934
	Iteration 35Q: 3 clusters Score -1294005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1294008.000000 Penalty: 4653.231934
	Iteration 36Q: 3 clusters Score -1294008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1294007.625000 Penalty: 4653.231934
	Iteration 37Q: 3 clusters Score -1294008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1294006.875000 Penalty: 4653.231934
	Iteration 38Q: 3 clusters Score -1294007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1294008.000000 Penalty: 4653.231934
	Iteration 39Q: 3 clusters Score -1294008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1294008.000000 Penalty: 4653.231934
	Iteration 40F: 3 clusters Score -1294008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Entering Unmasked Estep 
Score: -5562683.000000 Penalty: 2670.187256
	Iteration 0F: 2 clusters Score -5562683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5530599.000000 Penalty: 5340.374512
	Iteration 0F: 3 clusters Score -5530599 nChanged 21849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5543097.000000 Penalty: 5340.374512
	Iteration 1F: 3 clusters Score -5543097 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5543972.500000 Penalty: 5340.374512
	Iteration 2Q: 3 clusters Score -5543972 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5545065.000000 Penalty: 5340.374512
	Iteration 3F: 3 clusters Score -5545065 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5546592.000000 Penalty: 5340.374512
	Iteration 4F: 3 clusters Score -5546592 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -5548549.000000 Penalty: 5340.374512
	Iteration 5F: 3 clusters Score -5548549 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -5550897.500000 Penalty: 5340.374512
	Iteration 6F: 3 clusters Score -5550898 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5553353.500000 Penalty: 5340.374512
	Iteration 7F: 3 clusters Score -5553354 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5555540.500000 Penalty: 5340.374512
	Iteration 8F: 3 clusters Score -5555540 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -5557350.000000 Penalty: 5340.374512
	Iteration 9Q: 3 clusters Score -5557350 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5558633.500000 Penalty: 5340.374512
	Iteration 10Q: 3 clusters Score -5558634 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5559452.000000 Penalty: 5340.374512
	Iteration 11Q: 3 clusters Score -5559452 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5559947.000000 Penalty: 5340.374512
	Iteration 12Q: 3 clusters Score -5559947 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5560197.000000 Penalty: 5340.374512
	Iteration 13Q: 3 clusters Score -5560197 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5560338.000000 Penalty: 5340.374512
	Iteration 14Q: 3 clusters Score -5560338 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5560455.000000 Penalty: 5340.374512
	Iteration 15Q: 3 clusters Score -5560455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5560487.000000 Penalty: 5340.374512
	Iteration 16Q: 3 clusters Score -5560487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5560524.000000 Penalty: 5340.374512
	Iteration 17Q: 3 clusters Score -5560524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5560545.000000 Penalty: 5340.374512
	Iteration 18Q: 3 clusters Score -5560545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5560556.500000 Penalty: 5340.374512
	Iteration 19Q: 3 clusters Score -5560556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5560562.000000 Penalty: 5340.374512
	Iteration 20F: 3 clusters Score -5560562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5560575.500000 Penalty: 5340.374512
	Iteration 21Q: 3 clusters Score -5560576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5560578.000000 Penalty: 5340.374512
	Iteration 22Q: 3 clusters Score -5560578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5560584.000000 Penalty: 5340.374512
	Iteration 23Q: 3 clusters Score -5560584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5560578.000000 Penalty: 5340.374512
	Iteration 24Q: 3 clusters Score -5560578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5560578.500000 Penalty: 5340.374512
	Iteration 25Q: 3 clusters Score -5560578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5560578.000000 Penalty: 5340.374512
	Iteration 26Q: 3 clusters Score -5560578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5560585.500000 Penalty: 5340.374512
	Iteration 27Q: 3 clusters Score -5560586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5560584.000000 Penalty: 5340.374512
	Iteration 28Q: 3 clusters Score -5560584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5560583.500000 Penalty: 5340.374512
	Iteration 29Q: 3 clusters Score -5560584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5560590.000000 Penalty: 5340.374512
	Iteration 30Q: 3 clusters Score -5560590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5560595.000000 Penalty: 5340.374512
	Iteration 31Q: 3 clusters Score -5560595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5560589.500000 Penalty: 5340.374512
	Iteration 32Q: 3 clusters Score -5560590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5560592.000000 Penalty: 5340.374512
	Iteration 33Q: 3 clusters Score -5560592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5560593.000000 Penalty: 5340.374512
	Iteration 34Q: 3 clusters Score -5560593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5560596.500000 Penalty: 5340.374512
	Iteration 35Q: 3 clusters Score -5560596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5560596.500000 Penalty: 5340.374512
	Iteration 36F: 3 clusters Score -5560596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Entering Unmasked Estep 
Score: -9423192.000000 Penalty: 2798.108398
	Iteration 0F: 2 clusters Score -9423192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -9369941.000000 Penalty: 5596.216797
	Iteration 0F: 3 clusters Score -9369941 nChanged 37314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -9391387.000000 Penalty: 5596.216797
	Iteration 1F: 3 clusters Score -9391387 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -9392879.000000 Penalty: 5596.216797
	Iteration 2Q: 3 clusters Score -9392879 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -9394697.000000 Penalty: 5596.216797
	Iteration 3F: 3 clusters Score -9394697 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -9397033.000000 Penalty: 5596.216797
	Iteration 4F: 3 clusters Score -9397033 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -9399865.000000 Penalty: 5596.216797
	Iteration 5F: 3 clusters Score -9399865 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -9402960.000000 Penalty: 5596.216797
	Iteration 6F: 3 clusters Score -9402960 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -9405947.000000 Penalty: 5596.216797
	Iteration 7F: 3 clusters Score -9405947 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -9408929.000000 Penalty: 5596.216797
	Iteration 8F: 3 clusters Score -9408929 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -9411675.000000 Penalty: 5596.216797
	Iteration 9F: 3 clusters Score -9411675 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9414332.000000 Penalty: 5596.216797
	Iteration 10Q: 3 clusters Score -9414332 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -9416528.000000 Penalty: 5596.216797
	Iteration 11Q: 3 clusters Score -9416528 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -9418231.000000 Penalty: 5596.216797
	Iteration 12Q: 3 clusters Score -9418231 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -9419394.000000 Penalty: 5596.216797
	Iteration 13Q: 3 clusters Score -9419394 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -9420055.000000 Penalty: 5596.216797
	Iteration 14Q: 3 clusters Score -9420055 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -9420366.000000 Penalty: 5596.216797
	Iteration 15Q: 3 clusters Score -9420366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -9420513.000000 Penalty: 5596.216797
	Iteration 16Q: 3 clusters Score -9420513 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -9420612.000000 Penalty: 5596.216797
	Iteration 17Q: 3 clusters Score -9420612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -9420694.000000 Penalty: 5596.216797
	Iteration 18Q: 3 clusters Score -9420694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -9420720.000000 Penalty: 5596.216797
	Iteration 19Q: 3 clusters Score -9420720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -9420741.000000 Penalty: 5596.216797
	Iteration 20F: 3 clusters Score -9420741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -9420772.000000 Penalty: 5596.216797
	Iteration 21Q: 3 clusters Score -9420772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -9420782.000000 Penalty: 5596.216797
	Iteration 22Q: 3 clusters Score -9420782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -9420806.000000 Penalty: 5596.216797
	Iteration 23Q: 3 clusters Score -9420806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -9420813.000000 Penalty: 5596.216797
	Iteration 24Q: 3 clusters Score -9420813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -9420819.000000 Penalty: 5596.216797
	Iteration 25Q: 3 clusters Score -9420819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -9420831.000000 Penalty: 5596.216797
	Iteration 26Q: 3 clusters Score -9420831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -9420836.000000 Penalty: 5596.216797
	Iteration 27Q: 3 clusters Score -9420836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -9420836.000000 Penalty: 5596.216797
	Iteration 28F: 3 clusters Score -9420836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Entering Unmasked Estep 
Score: -910486.812500 Penalty: 2240.836182
	Iteration 0F: 2 clusters Score -910486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -903749.937500 Penalty: 4481.672363
	Iteration 0F: 3 clusters Score -903749.9 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -905720.812500 Penalty: 4481.672363
	Iteration 1F: 3 clusters Score -905720.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -906137.062500 Penalty: 4481.672363
	Iteration 2F: 3 clusters Score -906137.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -906515.000000 Penalty: 4481.672363
	Iteration 3F: 3 clusters Score -906515 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -906873.062500 Penalty: 4481.672363
	Iteration 4F: 3 clusters Score -906873.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -907166.875000 Penalty: 4481.672363
	Iteration 5F: 3 clusters Score -907166.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -907417.437500 Penalty: 4481.672363
	Iteration 6Q: 3 clusters Score -907417.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -907598.375000 Penalty: 4481.672363
	Iteration 7Q: 3 clusters Score -907598.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -907735.687500 Penalty: 4481.672363
	Iteration 8Q: 3 clusters Score -907735.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -907846.000000 Penalty: 4481.672363
	Iteration 9Q: 3 clusters Score -907846 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -907934.125000 Penalty: 4481.672363
	Iteration 10Q: 3 clusters Score -907934.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -907986.250000 Penalty: 4481.672363
	Iteration 11Q: 3 clusters Score -907986.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -908027.562500 Penalty: 4481.672363
	Iteration 12Q: 3 clusters Score -908027.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -908058.187500 Penalty: 4481.672363
	Iteration 13Q: 3 clusters Score -908058.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -908077.500000 Penalty: 4481.672363
	Iteration 14Q: 3 clusters Score -908077.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -908092.437500 Penalty: 4481.672363
	Iteration 15Q: 3 clusters Score -908092.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -908105.000000 Penalty: 4481.672363
	Iteration 16Q: 3 clusters Score -908105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -908115.687500 Penalty: 4481.672363
	Iteration 17Q: 3 clusters Score -908115.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -908128.312500 Penalty: 4481.672363
	Iteration 18Q: 3 clusters Score -908128.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -908142.187500 Penalty: 4481.672363
	Iteration 19Q: 3 clusters Score -908142.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -908150.812500 Penalty: 4481.672363
	Iteration 20F: 3 clusters Score -908150.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -908165.312500 Penalty: 4481.672363
	Iteration 21Q: 3 clusters Score -908165.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -908177.187500 Penalty: 4481.672363
	Iteration 22Q: 3 clusters Score -908177.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -908184.750000 Penalty: 4481.672363
	Iteration 23Q: 3 clusters Score -908184.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -908196.312500 Penalty: 4481.672363
	Iteration 24Q: 3 clusters Score -908196.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -908202.937500 Penalty: 4481.672363
	Iteration 25Q: 3 clusters Score -908202.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -908211.250000 Penalty: 4481.672363
	Iteration 26Q: 3 clusters Score -908211.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -908219.562500 Penalty: 4481.672363
	Iteration 27Q: 3 clusters Score -908219.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -908230.437500 Penalty: 4481.672363
	Iteration 28Q: 3 clusters Score -908230.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -908237.437500 Penalty: 4481.672363
	Iteration 29Q: 3 clusters Score -908237.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -908249.500000 Penalty: 4481.672363
	Iteration 30Q: 3 clusters Score -908249.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -908256.750000 Penalty: 4481.672363
	Iteration 31Q: 3 clusters Score -908256.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -908264.625000 Penalty: 4481.672363
	Iteration 32Q: 3 clusters Score -908264.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -908267.187500 Penalty: 4481.672363
	Iteration 33Q: 3 clusters Score -908267.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -908275.687500 Penalty: 4481.672363
	Iteration 34Q: 3 clusters Score -908275.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -908281.375000 Penalty: 4481.672363
	Iteration 35Q: 3 clusters Score -908281.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -908286.750000 Penalty: 4481.672363
	Iteration 36Q: 3 clusters Score -908286.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -908300.125000 Penalty: 4481.672363
	Iteration 37Q: 3 clusters Score -908300.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -908307.625000 Penalty: 4481.672363
	Iteration 38Q: 3 clusters Score -908307.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -908316.687500 Penalty: 4481.672363
	Iteration 39Q: 3 clusters Score -908316.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -908331.062500 Penalty: 4481.672363
	Iteration 40F: 3 clusters Score -908331.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -908344.250000 Penalty: 4481.672363
	Iteration 41Q: 3 clusters Score -908344.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -908363.250000 Penalty: 4481.672363
	Iteration 42Q: 3 clusters Score -908363.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -908375.562500 Penalty: 4481.672363
	Iteration 43Q: 3 clusters Score -908375.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -908389.750000 Penalty: 4481.672363
	Iteration 44Q: 3 clusters Score -908389.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -908395.937500 Penalty: 4481.672363
	Iteration 45Q: 3 clusters Score -908395.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -908407.312500 Penalty: 4481.672363
	Iteration 46Q: 3 clusters Score -908407.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -908414.875000 Penalty: 4481.672363
	Iteration 47Q: 3 clusters Score -908414.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -908419.125000 Penalty: 4481.672363
	Iteration 48Q: 3 clusters Score -908419.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -908425.625000 Penalty: 4481.672363
	Iteration 49Q: 3 clusters Score -908425.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -908429.625000 Penalty: 4481.672363
	Iteration 50Q: 3 clusters Score -908429.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -908436.062500 Penalty: 4481.672363
	Iteration 51Q: 3 clusters Score -908436.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -908443.750000 Penalty: 4481.672363
	Iteration 52Q: 3 clusters Score -908443.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -908452.812500 Penalty: 4481.672363
	Iteration 53Q: 3 clusters Score -908452.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -908462.375000 Penalty: 4481.672363
	Iteration 54Q: 3 clusters Score -908462.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -908469.500000 Penalty: 4481.672363
	Iteration 55Q: 3 clusters Score -908469.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -908476.687500 Penalty: 4481.672363
	Iteration 56Q: 3 clusters Score -908476.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -908486.812500 Penalty: 4481.672363
	Iteration 57Q: 3 clusters Score -908486.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -908494.812500 Penalty: 4481.672363
	Iteration 58Q: 3 clusters Score -908494.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -908504.000000 Penalty: 4481.672363
	Iteration 59Q: 3 clusters Score -908504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -908515.125000 Penalty: 4481.672363
	Iteration 60F: 3 clusters Score -908515.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -908529.375000 Penalty: 4481.672363
	Iteration 61Q: 3 clusters Score -908529.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -908546.250000 Penalty: 4481.672363
	Iteration 62Q: 3 clusters Score -908546.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -908557.875000 Penalty: 4481.672363
	Iteration 63Q: 3 clusters Score -908557.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -908571.437500 Penalty: 4481.672363
	Iteration 64Q: 3 clusters Score -908571.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -908584.562500 Penalty: 4481.672363
	Iteration 65Q: 3 clusters Score -908584.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -908599.562500 Penalty: 4481.672363
	Iteration 66Q: 3 clusters Score -908599.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -908605.562500 Penalty: 4481.672363
	Iteration 67Q: 3 clusters Score -908605.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -908613.250000 Penalty: 4481.672363
	Iteration 68Q: 3 clusters Score -908613.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -908617.875000 Penalty: 4481.672363
	Iteration 69Q: 3 clusters Score -908617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -908621.937500 Penalty: 4481.672363
	Iteration 70Q: 3 clusters Score -908621.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -908625.062500 Penalty: 4481.672363
	Iteration 71Q: 3 clusters Score -908625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -908626.312500 Penalty: 4481.672363
	Iteration 72Q: 3 clusters Score -908626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -908628.500000 Penalty: 4481.672363
	Iteration 73Q: 3 clusters Score -908628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -908629.500000 Penalty: 4481.672363
	Iteration 74Q: 3 clusters Score -908629.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -908630.562500 Penalty: 4481.672363
	Iteration 75Q: 3 clusters Score -908630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -908629.750000 Penalty: 4481.672363
	Iteration 76Q: 3 clusters Score -908629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -908631.562500 Penalty: 4481.672363
	Iteration 77Q: 3 clusters Score -908631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -908631.562500 Penalty: 4481.672363
	Iteration 78Q: 3 clusters Score -908631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -908631.937500 Penalty: 4481.672363
	Iteration 79Q: 3 clusters Score -908631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -908632.875000 Penalty: 4481.672363
	Iteration 80F: 3 clusters Score -908632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -908633.875000 Penalty: 4481.672363
	Iteration 81Q: 3 clusters Score -908633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -908634.937500 Penalty: 4481.672363
	Iteration 82Q: 3 clusters Score -908634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -908638.000000 Penalty: 4481.672363
	Iteration 83Q: 3 clusters Score -908638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -908638.812500 Penalty: 4481.672363
	Iteration 84Q: 3 clusters Score -908638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -908638.125000 Penalty: 4481.672363
	Iteration 85Q: 3 clusters Score -908638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -908640.562500 Penalty: 4481.672363
	Iteration 86Q: 3 clusters Score -908640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -908642.312500 Penalty: 4481.672363
	Iteration 87Q: 3 clusters Score -908642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -908644.750000 Penalty: 4481.672363
	Iteration 88Q: 3 clusters Score -908644.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -908653.062500 Penalty: 4481.672363
	Iteration 89Q: 3 clusters Score -908653.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -908656.125000 Penalty: 4481.672363
	Iteration 90Q: 3 clusters Score -908656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -908658.625000 Penalty: 4481.672363
	Iteration 91Q: 3 clusters Score -908658.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -908660.750000 Penalty: 4481.672363
	Iteration 92Q: 3 clusters Score -908660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -908664.937500 Penalty: 4481.672363
	Iteration 93Q: 3 clusters Score -908664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -908664.625000 Penalty: 4481.672363
	Iteration 94Q: 3 clusters Score -908664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -908666.437500 Penalty: 4481.672363
	Iteration 95Q: 3 clusters Score -908666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -908666.250000 Penalty: 4481.672363
	Iteration 96Q: 3 clusters Score -908666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -908667.437500 Penalty: 4481.672363
	Iteration 97Q: 3 clusters Score -908667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -908669.187500 Penalty: 4481.672363
	Iteration 98Q: 3 clusters Score -908669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -908668.812500 Penalty: 4481.672363
	Iteration 99Q: 3 clusters Score -908668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -908672.687500 Penalty: 4481.672363
	Iteration 100F: 3 clusters Score -908672.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -908677.000000 Penalty: 4481.672363
	Iteration 101Q: 3 clusters Score -908677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -908677.500000 Penalty: 4481.672363
	Iteration 102Q: 3 clusters Score -908677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -908683.312500 Penalty: 4481.672363
	Iteration 103Q: 3 clusters Score -908683.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -908686.875000 Penalty: 4481.672363
	Iteration 104Q: 3 clusters Score -908686.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -908689.187500 Penalty: 4481.672363
	Iteration 105Q: 3 clusters Score -908689.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -908691.000000 Penalty: 4481.672363
	Iteration 106Q: 3 clusters Score -908691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -908695.625000 Penalty: 4481.672363
	Iteration 107Q: 3 clusters Score -908695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -908697.187500 Penalty: 4481.672363
	Iteration 108Q: 3 clusters Score -908697.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -908698.250000 Penalty: 4481.672363
	Iteration 109Q: 3 clusters Score -908698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -908704.125000 Penalty: 4481.672363
	Iteration 110Q: 3 clusters Score -908704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -908705.250000 Penalty: 4481.672363
	Iteration 111Q: 3 clusters Score -908705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -908707.312500 Penalty: 4481.672363
	Iteration 112Q: 3 clusters Score -908707.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -908710.062500 Penalty: 4481.672363
	Iteration 113Q: 3 clusters Score -908710.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -908711.937500 Penalty: 4481.672363
	Iteration 114Q: 3 clusters Score -908711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -908714.875000 Penalty: 4481.672363
	Iteration 115Q: 3 clusters Score -908714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -908716.812500 Penalty: 4481.672363
	Iteration 116Q: 3 clusters Score -908716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -908717.562500 Penalty: 4481.672363
	Iteration 117Q: 3 clusters Score -908717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -908718.750000 Penalty: 4481.672363
	Iteration 118Q: 3 clusters Score -908718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -908719.687500 Penalty: 4481.672363
	Iteration 119Q: 3 clusters Score -908719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -908721.750000 Penalty: 4481.672363
	Iteration 120F: 3 clusters Score -908721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -908723.687500 Penalty: 4481.672363
	Iteration 121Q: 3 clusters Score -908723.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -908727.375000 Penalty: 4481.672363
	Iteration 122Q: 3 clusters Score -908727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -908731.625000 Penalty: 4481.672363
	Iteration 123Q: 3 clusters Score -908731.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -908734.875000 Penalty: 4481.672363
	Iteration 124Q: 3 clusters Score -908734.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -908740.312500 Penalty: 4481.672363
	Iteration 125Q: 3 clusters Score -908740.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -908742.125000 Penalty: 4481.672363
	Iteration 126Q: 3 clusters Score -908742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -908746.812500 Penalty: 4481.672363
	Iteration 127Q: 3 clusters Score -908746.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -908748.687500 Penalty: 4481.672363
	Iteration 128Q: 3 clusters Score -908748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -908751.000000 Penalty: 4481.672363
	Iteration 129Q: 3 clusters Score -908751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -908750.812500 Penalty: 4481.672363
	Iteration 130Q: 3 clusters Score -908750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -908752.250000 Penalty: 4481.672363
	Iteration 131Q: 3 clusters Score -908752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -908753.937500 Penalty: 4481.672363
	Iteration 132Q: 3 clusters Score -908753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -908755.750000 Penalty: 4481.672363
	Iteration 133Q: 3 clusters Score -908755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -908754.812500 Penalty: 4481.672363
	Iteration 134Q: 3 clusters Score -908754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -908754.062500 Penalty: 4481.672363
	Iteration 135Q: 3 clusters Score -908754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -908756.312500 Penalty: 4481.672363
	Iteration 136Q: 3 clusters Score -908756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -908757.125000 Penalty: 4481.672363
	Iteration 137Q: 3 clusters Score -908757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -908758.875000 Penalty: 4481.672363
	Iteration 138Q: 3 clusters Score -908758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -908758.187500 Penalty: 4481.672363
	Iteration 139Q: 3 clusters Score -908758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -908758.562500 Penalty: 4481.672363
	Iteration 140F: 3 clusters Score -908758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -908761.750000 Penalty: 4481.672363
	Iteration 141Q: 3 clusters Score -908761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -908760.062500 Penalty: 4481.672363
	Iteration 142Q: 3 clusters Score -908760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -908761.437500 Penalty: 4481.672363
	Iteration 143Q: 3 clusters Score -908761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -908761.812500 Penalty: 4481.672363
	Iteration 144Q: 3 clusters Score -908761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -908763.062500 Penalty: 4481.672363
	Iteration 145Q: 3 clusters Score -908763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -908761.125000 Penalty: 4481.672363
	Iteration 146Q: 3 clusters Score -908761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -908762.125000 Penalty: 4481.672363
	Iteration 147Q: 3 clusters Score -908762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -908762.875000 Penalty: 4481.672363
	Iteration 148Q: 3 clusters Score -908762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -908764.687500 Penalty: 4481.672363
	Iteration 149Q: 3 clusters Score -908764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -908766.187500 Penalty: 4481.672363
	Iteration 150Q: 3 clusters Score -908766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -908767.000000 Penalty: 4481.672363
	Iteration 151Q: 3 clusters Score -908767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -908770.062500 Penalty: 4481.672363
	Iteration 152Q: 3 clusters Score -908770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -908770.125000 Penalty: 4481.672363
	Iteration 153Q: 3 clusters Score -908770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -908768.625000 Penalty: 4481.672363
	Iteration 154Q: 3 clusters Score -908768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -908773.312500 Penalty: 4481.672363
	Iteration 155Q: 3 clusters Score -908773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -908774.500000 Penalty: 4481.672363
	Iteration 156Q: 3 clusters Score -908774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -908774.937500 Penalty: 4481.672363
	Iteration 157Q: 3 clusters Score -908774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -908774.437500 Penalty: 4481.672363
	Iteration 158Q: 3 clusters Score -908774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -908776.250000 Penalty: 4481.672363
	Iteration 159Q: 3 clusters Score -908776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -908776.562500 Penalty: 4481.672363
	Iteration 160F: 3 clusters Score -908776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -908779.562500 Penalty: 4481.672363
	Iteration 161Q: 3 clusters Score -908779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -908777.687500 Penalty: 4481.672363
	Iteration 162Q: 3 clusters Score -908777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -908777.812500 Penalty: 4481.672363
	Iteration 163Q: 3 clusters Score -908777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -908778.312500 Penalty: 4481.672363
	Iteration 164Q: 3 clusters Score -908778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -908780.062500 Penalty: 4481.672363
	Iteration 165Q: 3 clusters Score -908780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -908780.812500 Penalty: 4481.672363
	Iteration 166Q: 3 clusters Score -908780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -908782.562500 Penalty: 4481.672363
	Iteration 167Q: 3 clusters Score -908782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -908782.562500 Penalty: 4481.672363
	Iteration 168Q: 3 clusters Score -908782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -908783.750000 Penalty: 4481.672363
	Iteration 169Q: 3 clusters Score -908783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -908783.937500 Penalty: 4481.672363
	Iteration 170Q: 3 clusters Score -908783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -908785.687500 Penalty: 4481.672363
	Iteration 171Q: 3 clusters Score -908785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -908785.687500 Penalty: 4481.672363
	Iteration 172Q: 3 clusters Score -908785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -908787.000000 Penalty: 4481.672363
	Iteration 173Q: 3 clusters Score -908787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -908787.062500 Penalty: 4481.672363
	Iteration 174Q: 3 clusters Score -908787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -908790.750000 Penalty: 4481.672363
	Iteration 175Q: 3 clusters Score -908790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -908792.812500 Penalty: 4481.672363
	Iteration 176Q: 3 clusters Score -908792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -908791.562500 Penalty: 4481.672363
	Iteration 177Q: 3 clusters Score -908791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -908791.562500 Penalty: 4481.672363
	Iteration 178F: 3 clusters Score -908791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Entering Unmasked Estep 
Score: -11053932.000000 Penalty: 2836.847656
	Iteration 0F: 2 clusters Score -1.105393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -10991653.000000 Penalty: 5673.695312
	Iteration 0F: 3 clusters Score -1.099165e+07 nChanged 43754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -11016909.000000 Penalty: 5673.695312
	Iteration 1F: 3 clusters Score -1.101691e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -11017734.000000 Penalty: 5673.695312
	Iteration 2Q: 3 clusters Score -1.101773e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -11018804.000000 Penalty: 5673.695312
	Iteration 3Q: 3 clusters Score -1.10188e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -11020204.000000 Penalty: 5673.695312
	Iteration 4Q: 3 clusters Score -1.10202e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -11022327.000000 Penalty: 5673.695312
	Iteration 5Q: 3 clusters Score -1.102233e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -11025328.000000 Penalty: 5673.695312
	Iteration 6F: 3 clusters Score -1.102533e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -11029360.000000 Penalty: 5673.695312
	Iteration 7F: 3 clusters Score -1.102936e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -11034324.000000 Penalty: 5673.695312
	Iteration 8F: 3 clusters Score -1.103432e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -11039349.000000 Penalty: 5673.695312
	Iteration 9F: 3 clusters Score -1.103935e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -11043656.000000 Penalty: 5673.695312
	Iteration 10F: 3 clusters Score -1.104366e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -11046723.000000 Penalty: 5673.695312
	Iteration 11Q: 3 clusters Score -1.104672e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -11048723.000000 Penalty: 5673.695312
	Iteration 12Q: 3 clusters Score -1.104872e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -11049868.000000 Penalty: 5673.695312
	Iteration 13Q: 3 clusters Score -1.104987e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -11050502.000000 Penalty: 5673.695312
	Iteration 14Q: 3 clusters Score -1.10505e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -11050858.000000 Penalty: 5673.695312
	Iteration 15Q: 3 clusters Score -1.105086e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
Score: -11051084.000000 Penalty: 5673.695312
	Iteration 16Q: 3 clusters Score -1.105108e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 91543 members 
Entering Unmasked Estep 
Score: -11051210.000000 Penalty: 5673.695312
	Iteration 17Q: 3 clusters Score -1.105121e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -11051282.000000 Penalty: 5673.695312
	Iteration 18Q: 3 clusters Score -1.105128e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -11051372.000000 Penalty: 5673.695312
	Iteration 19Q: 3 clusters Score -1.105137e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -11051379.000000 Penalty: 5673.695312
	Iteration 20F: 3 clusters Score -1.105138e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -11051412.000000 Penalty: 5673.695312
	Iteration 21Q: 3 clusters Score -1.105141e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -11051415.000000 Penalty: 5673.695312
	Iteration 22Q: 3 clusters Score -1.105142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -11051431.000000 Penalty: 5673.695312
	Iteration 23Q: 3 clusters Score -1.105143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 91950 members 
Entering Unmasked Estep 
Score: -11051434.000000 Penalty: 5673.695312
	Iteration 24Q: 3 clusters Score -1.105143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -11051447.000000 Penalty: 5673.695312
	Iteration 25Q: 3 clusters Score -1.105145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -11051468.000000 Penalty: 5673.695312
	Iteration 26Q: 3 clusters Score -1.105147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -11051469.000000 Penalty: 5673.695312
	Iteration 27Q: 3 clusters Score -1.105147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -11051475.000000 Penalty: 5673.695312
	Iteration 28Q: 3 clusters Score -1.105148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -11051475.000000 Penalty: 5673.695312
	Iteration 29Q: 3 clusters Score -1.105148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -11051476.000000 Penalty: 5673.695312
	Iteration 30Q: 3 clusters Score -1.105148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -11051483.000000 Penalty: 5673.695312
	Iteration 31Q: 3 clusters Score -1.105148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -11051483.000000 Penalty: 5673.695312
	Iteration 32Q: 3 clusters Score -1.105148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -11051488.000000 Penalty: 5673.695312
	Iteration 33Q: 3 clusters Score -1.105149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -11051493.000000 Penalty: 5673.695312
	Iteration 34Q: 3 clusters Score -1.105149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -11051507.000000 Penalty: 5673.695312
	Iteration 35Q: 3 clusters Score -1.105151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -11051502.000000 Penalty: 5673.695312
	Iteration 36Q: 3 clusters Score -1.10515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 92020 members 
Entering Unmasked Estep 
Score: -11051505.000000 Penalty: 5673.695312
	Iteration 37Q: 3 clusters Score -1.10515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -11051500.000000 Penalty: 5673.695312
	Iteration 38Q: 3 clusters Score -1.10515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -11051496.000000 Penalty: 5673.695312
	Iteration 39Q: 3 clusters Score -1.10515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -11051503.000000 Penalty: 5673.695312
	Iteration 40F: 3 clusters Score -1.10515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -11051511.000000 Penalty: 5673.695312
	Iteration 41Q: 3 clusters Score -1.105151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -11051512.000000 Penalty: 5673.695312
	Iteration 42Q: 3 clusters Score -1.105151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -11051512.000000 Penalty: 5673.695312
	Iteration 43Q: 3 clusters Score -1.105151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -11051512.000000 Penalty: 5673.695312
	Iteration 44Q: 3 clusters Score -1.105151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -11051520.000000 Penalty: 5673.695312
	Iteration 45Q: 3 clusters Score -1.105152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -11051525.000000 Penalty: 5673.695312
	Iteration 46Q: 3 clusters Score -1.105152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -11051523.000000 Penalty: 5673.695312
	Iteration 47Q: 3 clusters Score -1.105152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -11051523.000000 Penalty: 5673.695312
	Iteration 48F: 3 clusters Score -1.105152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Entering Unmasked Estep 
Score: -18776532.000000 Penalty: 2967.777344
	Iteration 0F: 2 clusters Score -1.877653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -18672138.000000 Penalty: 5935.554688
	Iteration 0F: 3 clusters Score -1.867214e+07 nChanged 75590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -18715570.000000 Penalty: 5935.554688
	Iteration 1F: 3 clusters Score -1.871557e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -18716512.000000 Penalty: 5935.554688
	Iteration 2Q: 3 clusters Score -1.871651e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -18717776.000000 Penalty: 5935.554688
	Iteration 3Q: 3 clusters Score -1.871778e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -18719512.000000 Penalty: 5935.554688
	Iteration 4Q: 3 clusters Score -1.871951e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -18722394.000000 Penalty: 5935.554688
	Iteration 5Q: 3 clusters Score -1.872239e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -18726946.000000 Penalty: 5935.554688
	Iteration 6F: 3 clusters Score -1.872695e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -18733596.000000 Penalty: 5935.554688
	Iteration 7F: 3 clusters Score -1.87336e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -18743134.000000 Penalty: 5935.554688
	Iteration 8F: 3 clusters Score -1.874313e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -18753586.000000 Penalty: 5935.554688
	Iteration 9F: 3 clusters Score -1.875359e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 143867 members 
Entering Unmasked Estep 
Score: -18762962.000000 Penalty: 5935.554688
	Iteration 10F: 3 clusters Score -1.876296e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 150738 members 
Entering Unmasked Estep 
Score: -18769196.000000 Penalty: 5935.554688
	Iteration 11Q: 3 clusters Score -1.87692e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -18772158.000000 Penalty: 5935.554688
	Iteration 12Q: 3 clusters Score -1.877216e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -18773330.000000 Penalty: 5935.554688
	Iteration 13Q: 3 clusters Score -1.877333e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -18773776.000000 Penalty: 5935.554688
	Iteration 14Q: 3 clusters Score -1.877378e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -18773972.000000 Penalty: 5935.554688
	Iteration 15Q: 3 clusters Score -1.877397e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -18774072.000000 Penalty: 5935.554688
	Iteration 16Q: 3 clusters Score -1.877407e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -18774118.000000 Penalty: 5935.554688
	Iteration 17Q: 3 clusters Score -1.877412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 156940 members 
Entering Unmasked Estep 
Score: -18774118.000000 Penalty: 5935.554688
	Iteration 18Q: 3 clusters Score -1.877412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -18774146.000000 Penalty: 5935.554688
	Iteration 19Q: 3 clusters Score -1.877415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -18774152.000000 Penalty: 5935.554688
	Iteration 20F: 3 clusters Score -1.877415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 156966 members 
Entering Unmasked Estep 
Score: -18774180.000000 Penalty: 5935.554688
	Iteration 21Q: 3 clusters Score -1.877418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -18774186.000000 Penalty: 5935.554688
	Iteration 22Q: 3 clusters Score -1.877419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -18774184.000000 Penalty: 5935.554688
	Iteration 23Q: 3 clusters Score -1.877418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -18774186.000000 Penalty: 5935.554688
	Iteration 24Q: 3 clusters Score -1.877419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 156984 members 
Entering Unmasked Estep 
Score: -18774194.000000 Penalty: 5935.554688
	Iteration 25Q: 3 clusters Score -1.877419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -18774206.000000 Penalty: 5935.554688
	Iteration 26Q: 3 clusters Score -1.877421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -18774200.000000 Penalty: 5935.554688
	Iteration 27Q: 3 clusters Score -1.87742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -18774204.000000 Penalty: 5935.554688
	Iteration 28Q: 3 clusters Score -1.87742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -18774200.000000 Penalty: 5935.554688
	Iteration 29Q: 3 clusters Score -1.87742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -18774198.000000 Penalty: 5935.554688
	Iteration 30Q: 3 clusters Score -1.87742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -18774198.000000 Penalty: 5935.554688
	Iteration 31F: 3 clusters Score -1.87742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Entering Unmasked Estep 
Score: -1322980.500000 Penalty: 2321.527832
	Iteration 0F: 2 clusters Score -1322980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1314275.125000 Penalty: 4643.055664
	Iteration 0F: 3 clusters Score -1314275 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1317202.875000 Penalty: 4643.055664
	Iteration 1F: 3 clusters Score -1317203 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1317850.500000 Penalty: 4643.055664
	Iteration 2F: 3 clusters Score -1317850 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1318523.750000 Penalty: 4643.055664
	Iteration 3F: 3 clusters Score -1318524 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1319107.750000 Penalty: 4643.055664
	Iteration 4F: 3 clusters Score -1319108 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1319586.000000 Penalty: 4643.055664
	Iteration 5F: 3 clusters Score -1319586 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1319975.750000 Penalty: 4643.055664
	Iteration 6F: 3 clusters Score -1319976 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1320234.750000 Penalty: 4643.055664
	Iteration 7Q: 3 clusters Score -1320235 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1320433.000000 Penalty: 4643.055664
	Iteration 8Q: 3 clusters Score -1320433 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1320581.375000 Penalty: 4643.055664
	Iteration 9Q: 3 clusters Score -1320581 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1320685.250000 Penalty: 4643.055664
	Iteration 10Q: 3 clusters Score -1320685 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1320773.750000 Penalty: 4643.055664
	Iteration 11Q: 3 clusters Score -1320774 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1320841.375000 Penalty: 4643.055664
	Iteration 12Q: 3 clusters Score -1320841 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1320896.125000 Penalty: 4643.055664
	Iteration 13Q: 3 clusters Score -1320896 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1320949.250000 Penalty: 4643.055664
	Iteration 14Q: 3 clusters Score -1320949 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1320989.500000 Penalty: 4643.055664
	Iteration 15Q: 3 clusters Score -1320990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1321035.500000 Penalty: 4643.055664
	Iteration 16Q: 3 clusters Score -1321036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1321068.875000 Penalty: 4643.055664
	Iteration 17Q: 3 clusters Score -1321069 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1321101.125000 Penalty: 4643.055664
	Iteration 18Q: 3 clusters Score -1321101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1321134.875000 Penalty: 4643.055664
	Iteration 19Q: 3 clusters Score -1321135 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1321162.250000 Penalty: 4643.055664
	Iteration 20F: 3 clusters Score -1321162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1321185.500000 Penalty: 4643.055664
	Iteration 21Q: 3 clusters Score -1321186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1321204.375000 Penalty: 4643.055664
	Iteration 22Q: 3 clusters Score -1321204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1321219.875000 Penalty: 4643.055664
	Iteration 23Q: 3 clusters Score -1321220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1321239.250000 Penalty: 4643.055664
	Iteration 24Q: 3 clusters Score -1321239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1321252.625000 Penalty: 4643.055664
	Iteration 25Q: 3 clusters Score -1321253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1321270.500000 Penalty: 4643.055664
	Iteration 26Q: 3 clusters Score -1321270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1321283.875000 Penalty: 4643.055664
	Iteration 27Q: 3 clusters Score -1321284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1321308.750000 Penalty: 4643.055664
	Iteration 28Q: 3 clusters Score -1321309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1321337.250000 Penalty: 4643.055664
	Iteration 29Q: 3 clusters Score -1321337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1321368.000000 Penalty: 4643.055664
	Iteration 30Q: 3 clusters Score -1321368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1321384.500000 Penalty: 4643.055664
	Iteration 31Q: 3 clusters Score -1321384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1321396.625000 Penalty: 4643.055664
	Iteration 32Q: 3 clusters Score -1321397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1321408.125000 Penalty: 4643.055664
	Iteration 33Q: 3 clusters Score -1321408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1321425.625000 Penalty: 4643.055664
	Iteration 34Q: 3 clusters Score -1321426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1321445.000000 Penalty: 4643.055664
	Iteration 35Q: 3 clusters Score -1321445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1321450.000000 Penalty: 4643.055664
	Iteration 36Q: 3 clusters Score -1321450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1321452.625000 Penalty: 4643.055664
	Iteration 37Q: 3 clusters Score -1321453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1321457.125000 Penalty: 4643.055664
	Iteration 38Q: 3 clusters Score -1321457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1321460.875000 Penalty: 4643.055664
	Iteration 39Q: 3 clusters Score -1321461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1321461.000000 Penalty: 4643.055664
	Iteration 40F: 3 clusters Score -1321461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1321468.500000 Penalty: 4643.055664
	Iteration 41Q: 3 clusters Score -1321468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1321473.125000 Penalty: 4643.055664
	Iteration 42Q: 3 clusters Score -1321473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1321484.750000 Penalty: 4643.055664
	Iteration 43Q: 3 clusters Score -1321485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1321491.125000 Penalty: 4643.055664
	Iteration 44Q: 3 clusters Score -1321491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1321504.625000 Penalty: 4643.055664
	Iteration 45Q: 3 clusters Score -1321505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1321517.000000 Penalty: 4643.055664
	Iteration 46Q: 3 clusters Score -1321517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1321528.250000 Penalty: 4643.055664
	Iteration 47Q: 3 clusters Score -1321528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1321535.750000 Penalty: 4643.055664
	Iteration 48Q: 3 clusters Score -1321536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1321545.500000 Penalty: 4643.055664
	Iteration 49Q: 3 clusters Score -1321546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1321558.250000 Penalty: 4643.055664
	Iteration 50Q: 3 clusters Score -1321558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1321570.625000 Penalty: 4643.055664
	Iteration 51Q: 3 clusters Score -1321571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1321579.250000 Penalty: 4643.055664
	Iteration 52Q: 3 clusters Score -1321579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1321587.625000 Penalty: 4643.055664
	Iteration 53Q: 3 clusters Score -1321588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1321595.375000 Penalty: 4643.055664
	Iteration 54Q: 3 clusters Score -1321595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1321599.875000 Penalty: 4643.055664
	Iteration 55Q: 3 clusters Score -1321600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1321604.375000 Penalty: 4643.055664
	Iteration 56Q: 3 clusters Score -1321604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1321609.500000 Penalty: 4643.055664
	Iteration 57Q: 3 clusters Score -1321610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1321611.875000 Penalty: 4643.055664
	Iteration 58Q: 3 clusters Score -1321612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1321615.000000 Penalty: 4643.055664
	Iteration 59Q: 3 clusters Score -1321615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1321622.125000 Penalty: 4643.055664
	Iteration 60F: 3 clusters Score -1321622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1321626.250000 Penalty: 4643.055664
	Iteration 61Q: 3 clusters Score -1321626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1321629.625000 Penalty: 4643.055664
	Iteration 62Q: 3 clusters Score -1321630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1321635.625000 Penalty: 4643.055664
	Iteration 63Q: 3 clusters Score -1321636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1321641.125000 Penalty: 4643.055664
	Iteration 64Q: 3 clusters Score -1321641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1321644.875000 Penalty: 4643.055664
	Iteration 65Q: 3 clusters Score -1321645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1321645.000000 Penalty: 4643.055664
	Iteration 66Q: 3 clusters Score -1321645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1321650.500000 Penalty: 4643.055664
	Iteration 67Q: 3 clusters Score -1321650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1321651.250000 Penalty: 4643.055664
	Iteration 68Q: 3 clusters Score -1321651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1321652.500000 Penalty: 4643.055664
	Iteration 69Q: 3 clusters Score -1321652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1321657.000000 Penalty: 4643.055664
	Iteration 70Q: 3 clusters Score -1321657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1321660.000000 Penalty: 4643.055664
	Iteration 71Q: 3 clusters Score -1321660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1321663.625000 Penalty: 4643.055664
	Iteration 72Q: 3 clusters Score -1321664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1321666.875000 Penalty: 4643.055664
	Iteration 73Q: 3 clusters Score -1321667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1321667.500000 Penalty: 4643.055664
	Iteration 74Q: 3 clusters Score -1321668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1321670.000000 Penalty: 4643.055664
	Iteration 75Q: 3 clusters Score -1321670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1321674.625000 Penalty: 4643.055664
	Iteration 76Q: 3 clusters Score -1321675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1321683.375000 Penalty: 4643.055664
	Iteration 77Q: 3 clusters Score -1321683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1321687.750000 Penalty: 4643.055664
	Iteration 78Q: 3 clusters Score -1321688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1321688.125000 Penalty: 4643.055664
	Iteration 79Q: 3 clusters Score -1321688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1321691.250000 Penalty: 4643.055664
	Iteration 80F: 3 clusters Score -1321691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1321689.375000 Penalty: 4643.055664
	Iteration 81Q: 3 clusters Score -1321689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1321690.750000 Penalty: 4643.055664
	Iteration 82Q: 3 clusters Score -1321691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1321693.500000 Penalty: 4643.055664
	Iteration 83Q: 3 clusters Score -1321694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1321697.125000 Penalty: 4643.055664
	Iteration 84Q: 3 clusters Score -1321697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1321700.000000 Penalty: 4643.055664
	Iteration 85Q: 3 clusters Score -1321700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1321703.625000 Penalty: 4643.055664
	Iteration 86Q: 3 clusters Score -1321704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1321703.250000 Penalty: 4643.055664
	Iteration 87Q: 3 clusters Score -1321703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1321704.750000 Penalty: 4643.055664
	Iteration 88Q: 3 clusters Score -1321705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1321706.250000 Penalty: 4643.055664
	Iteration 89Q: 3 clusters Score -1321706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1321707.750000 Penalty: 4643.055664
	Iteration 90Q: 3 clusters Score -1321708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1321709.375000 Penalty: 4643.055664
	Iteration 91Q: 3 clusters Score -1321709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1321709.375000 Penalty: 4643.055664
	Iteration 92F: 3 clusters Score -1321709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Entering Unmasked Estep 
Score: -13868207.000000 Penalty: 2891.840576
	Iteration 0F: 2 clusters Score -1.386821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -13790670.000000 Penalty: 5783.681152
	Iteration 0F: 3 clusters Score -1.379067e+07 nChanged 55178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -13822485.000000 Penalty: 5783.681152
	Iteration 1F: 3 clusters Score -1.382248e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -13823774.000000 Penalty: 5783.681152
	Iteration 2Q: 3 clusters Score -1.382377e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -13825506.000000 Penalty: 5783.681152
	Iteration 3Q: 3 clusters Score -1.382551e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -13828261.000000 Penalty: 5783.681152
	Iteration 4Q: 3 clusters Score -1.382826e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -13832315.000000 Penalty: 5783.681152
	Iteration 5F: 3 clusters Score -1.383232e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -13838366.000000 Penalty: 5783.681152
	Iteration 6F: 3 clusters Score -1.383837e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -13845887.000000 Penalty: 5783.681152
	Iteration 7F: 3 clusters Score -1.384589e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -13853264.000000 Penalty: 5783.681152
	Iteration 8F: 3 clusters Score -1.385326e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -13858974.000000 Penalty: 5783.681152
	Iteration 9F: 3 clusters Score -1.385897e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -13862201.000000 Penalty: 5783.681152
	Iteration 10Q: 3 clusters Score -1.38622e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 112744 members 
Entering Unmasked Estep 
Score: -13863993.000000 Penalty: 5783.681152
	Iteration 11Q: 3 clusters Score -1.386399e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 113769 members 
Entering Unmasked Estep 
Score: -13864894.000000 Penalty: 5783.681152
	Iteration 12Q: 3 clusters Score -1.386489e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -13865423.000000 Penalty: 5783.681152
	Iteration 13Q: 3 clusters Score -1.386542e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 114504 members 
Entering Unmasked Estep 
Score: -13865669.000000 Penalty: 5783.681152
	Iteration 14Q: 3 clusters Score -1.386567e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 114632 members 
Entering Unmasked Estep 
Score: -13865820.000000 Penalty: 5783.681152
	Iteration 15Q: 3 clusters Score -1.386582e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -13865902.000000 Penalty: 5783.681152
	Iteration 16Q: 3 clusters Score -1.38659e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -13865970.000000 Penalty: 5783.681152
	Iteration 17Q: 3 clusters Score -1.386597e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -13866011.000000 Penalty: 5783.681152
	Iteration 18Q: 3 clusters Score -1.386601e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -13866044.000000 Penalty: 5783.681152
	Iteration 19Q: 3 clusters Score -1.386604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -13866054.000000 Penalty: 5783.681152
	Iteration 20F: 3 clusters Score -1.386605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -13866073.000000 Penalty: 5783.681152
	Iteration 21Q: 3 clusters Score -1.386607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -13866105.000000 Penalty: 5783.681152
	Iteration 22Q: 3 clusters Score -1.38661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 114904 members 
Entering Unmasked Estep 
Score: -13866109.000000 Penalty: 5783.681152
	Iteration 23Q: 3 clusters Score -1.386611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -13866111.000000 Penalty: 5783.681152
	Iteration 24Q: 3 clusters Score -1.386611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 114916 members 
Entering Unmasked Estep 
Score: -13866133.000000 Penalty: 5783.681152
	Iteration 25Q: 3 clusters Score -1.386613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 114918 members 
Entering Unmasked Estep 
Score: -13866142.000000 Penalty: 5783.681152
	Iteration 26Q: 3 clusters Score -1.386614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -13866148.000000 Penalty: 5783.681152
	Iteration 27Q: 3 clusters Score -1.386615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
Score: -13866153.000000 Penalty: 5783.681152
	Iteration 28Q: 3 clusters Score -1.386615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 114931 members 
Entering Unmasked Estep 
Score: -13866167.000000 Penalty: 5783.681152
	Iteration 29Q: 3 clusters Score -1.386617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 114931 members 
Entering Unmasked Estep 
Score: -13866165.000000 Penalty: 5783.681152
	Iteration 30Q: 3 clusters Score -1.386616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -13866169.000000 Penalty: 5783.681152
	Iteration 31Q: 3 clusters Score -1.386617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -13866181.000000 Penalty: 5783.681152
	Iteration 32Q: 3 clusters Score -1.386618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 114933 members 
Entering Unmasked Estep 
Score: -13866179.000000 Penalty: 5783.681152
	Iteration 33Q: 3 clusters Score -1.386618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -13866184.000000 Penalty: 5783.681152
	Iteration 34Q: 3 clusters Score -1.386618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -13866204.000000 Penalty: 5783.681152
	Iteration 35Q: 3 clusters Score -1.38662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -13866212.000000 Penalty: 5783.681152
	Iteration 36Q: 3 clusters Score -1.386621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 114943 members 
Entering Unmasked Estep 
Score: -13866222.000000 Penalty: 5783.681152
	Iteration 37Q: 3 clusters Score -1.386622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -13866218.000000 Penalty: 5783.681152
	Iteration 38Q: 3 clusters Score -1.386622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -13866219.000000 Penalty: 5783.681152
	Iteration 39Q: 3 clusters Score -1.386622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -13866215.000000 Penalty: 5783.681152
	Iteration 40F: 3 clusters Score -1.386622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -13866210.000000 Penalty: 5783.681152
	Iteration 41Q: 3 clusters Score -1.386621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -13866218.000000 Penalty: 5783.681152
	Iteration 42Q: 3 clusters Score -1.386622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -13866218.000000 Penalty: 5783.681152
	Iteration 43Q: 3 clusters Score -1.386622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -13866218.000000 Penalty: 5783.681152
	Iteration 44F: 3 clusters Score -1.386622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -480713.125000 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -480713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -476646.375000 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -476646.4 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -477735.968750 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -477736 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -478062.343750 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -478062.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -478348.437500 Penalty: 4157.274902
	Iteration 3F: 3 clusters Score -478348.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -478612.625000 Penalty: 4157.274902
	Iteration 4F: 3 clusters Score -478612.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -478877.312500 Penalty: 4157.274902
	Iteration 5F: 3 clusters Score -478877.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -479103.531250 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -479103.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -479411.375000 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -479411.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -479851.531250 Penalty: 4157.274902
	Iteration 8F: 3 clusters Score -479851.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -480177.750000 Penalty: 4157.274902
	Iteration 9F: 3 clusters Score -480177.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -480412.437500 Penalty: 4157.274902
	Iteration 10F: 3 clusters Score -480412.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -480586.125000 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -480586.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -480738.562500 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -480738.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -480831.437500 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -480831.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -480879.156250 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -480879.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -480901.281250 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -480901.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -480913.312500 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -480913.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -480921.843750 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -480921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -480929.593750 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -480929.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -480936.531250 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -480936.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -480943.937500 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -480943.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -480949.031250 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -480949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -480951.593750 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -480951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -480952.562500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -480952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -480952.718750 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -480952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -480953.031250 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -480953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -480953.125000 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -480953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -480953.531250 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -480953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -480953.250000 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -480953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -480954.843750 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -480954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -480954.843750 Penalty: 4157.274902
	Iteration 30F: 3 clusters Score -480954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92865 members 
Mstep: Class 7 contains 157447 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110349 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241597 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 10474 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Mstep: Class 40 contains 1621 members 
Entering Unmasked Estep 
Score: -205583760.000000 Penalty: 142798.250000
Splitting cluster 10 changes total score from -205584896.000000 to -205583760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (175230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175230 members 
Entering Unmasked Estep 
Score: -21184800.000000 Penalty: 2994.315918
	Iteration 0F: 2 clusters Score -2.11848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -21076276.000000 Penalty: 5988.631836
	Iteration 0F: 3 clusters Score -2.107628e+07 nChanged 84059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -21125414.000000 Penalty: 5988.631836
	Iteration 1F: 3 clusters Score -2.112541e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -21126948.000000 Penalty: 5988.631836
	Iteration 2Q: 3 clusters Score -2.112695e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -21129502.000000 Penalty: 5988.631836
	Iteration 3Q: 3 clusters Score -2.11295e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -21133892.000000 Penalty: 5988.631836
	Iteration 4F: 3 clusters Score -2.113389e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119052 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -21141364.000000 Penalty: 5988.631836
	Iteration 5F: 3 clusters Score -2.114136e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131989 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -21152092.000000 Penalty: 5988.631836
	Iteration 6F: 3 clusters Score -2.115209e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -21164090.000000 Penalty: 5988.631836
	Iteration 7F: 3 clusters Score -2.116409e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -21173062.000000 Penalty: 5988.631836
	Iteration 8F: 3 clusters Score -2.117306e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165406 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -21177996.000000 Penalty: 5988.631836
	Iteration 9Q: 3 clusters Score -2.1178e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -21180484.000000 Penalty: 5988.631836
	Iteration 10Q: 3 clusters Score -2.118048e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172503 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -21181566.000000 Penalty: 5988.631836
	Iteration 11Q: 3 clusters Score -2.118157e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173556 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21182116.000000 Penalty: 5988.631836
	Iteration 12Q: 3 clusters Score -2.118212e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173997 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21182392.000000 Penalty: 5988.631836
	Iteration 13Q: 3 clusters Score -2.118239e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174196 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21182502.000000 Penalty: 5988.631836
	Iteration 14Q: 3 clusters Score -2.11825e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -21182610.000000 Penalty: 5988.631836
	Iteration 15Q: 3 clusters Score -2.118261e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174393 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21182694.000000 Penalty: 5988.631836
	Iteration 16Q: 3 clusters Score -2.118269e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174442 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21182700.000000 Penalty: 5988.631836
	Iteration 17Q: 3 clusters Score -2.11827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174459 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21182722.000000 Penalty: 5988.631836
	Iteration 18Q: 3 clusters Score -2.118272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174472 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21182738.000000 Penalty: 5988.631836
	Iteration 19Q: 3 clusters Score -2.118274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174478 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21182760.000000 Penalty: 5988.631836
	Iteration 20F: 3 clusters Score -2.118276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174485 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21182750.000000 Penalty: 5988.631836
	Iteration 21Q: 3 clusters Score -2.118275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21182768.000000 Penalty: 5988.631836
	Iteration 22Q: 3 clusters Score -2.118277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -21182764.000000 Penalty: 5988.631836
	Iteration 23Q: 3 clusters Score -2.118276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21182776.000000 Penalty: 5988.631836
	Iteration 24Q: 3 clusters Score -2.118278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21182800.000000 Penalty: 5988.631836
	Iteration 25Q: 3 clusters Score -2.11828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21182808.000000 Penalty: 5988.631836
	Iteration 26Q: 3 clusters Score -2.118281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174508 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -21182800.000000 Penalty: 5988.631836
	Iteration 27Q: 3 clusters Score -2.11828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21182804.000000 Penalty: 5988.631836
	Iteration 28Q: 3 clusters Score -2.11828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21182820.000000 Penalty: 5988.631836
	Iteration 29Q: 3 clusters Score -2.118282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21182814.000000 Penalty: 5988.631836
	Iteration 30Q: 3 clusters Score -2.118281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21182816.000000 Penalty: 5988.631836
	Iteration 31Q: 3 clusters Score -2.118282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174513 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21182818.000000 Penalty: 5988.631836
	Iteration 32Q: 3 clusters Score -2.118282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21182820.000000 Penalty: 5988.631836
	Iteration 33Q: 3 clusters Score -2.118282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21182822.000000 Penalty: 5988.631836
	Iteration 34Q: 3 clusters Score -2.118282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21182822.000000 Penalty: 5988.631836
	Iteration 35F: 3 clusters Score -2.118282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -867074.250000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -867074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -861145.062500 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -861145.1 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -862726.375000 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -862726.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -862994.687500 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -862994.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -863147.875000 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -863147.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -863253.250000 Penalty: 4410.871582
	Iteration 4Q: 3 clusters Score -863253.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -863325.187500 Penalty: 4410.871582
	Iteration 5Q: 3 clusters Score -863325.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -863376.437500 Penalty: 4410.871582
	Iteration 6Q: 3 clusters Score -863376.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -863422.375000 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -863422.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -863454.125000 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -863454.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -863481.687500 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -863481.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -863510.875000 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -863510.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -863536.437500 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -863536.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -863563.187500 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -863563.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -863587.562500 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -863587.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -863611.625000 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -863611.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -863629.375000 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -863629.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -863648.937500 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -863648.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -863664.625000 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -863664.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -863676.812500 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -863676.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -863692.250000 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -863692.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -863721.187500 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -863721.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -863744.937500 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -863744.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -863770.687500 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -863770.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -863792.250000 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -863792.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -863820.625000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -863820.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -863860.187500 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -863860.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -863921.312500 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -863921.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -863995.250000 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -863995.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -864079.000000 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -864079 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -864190.812500 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -864190.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -864306.187500 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -864306.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -864428.625000 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -864428.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -864558.687500 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -864558.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -864681.125000 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -864681.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -864809.312500 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -864809.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -864942.375000 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -864942.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -865056.562500 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -865056.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -865147.687500 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -865147.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -865231.312500 Penalty: 4410.871582
	Iteration 38Q: 3 clusters Score -865231.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -865303.562500 Penalty: 4410.871582
	Iteration 39Q: 3 clusters Score -865303.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -865377.312500 Penalty: 4410.871582
	Iteration 40F: 3 clusters Score -865377.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -865428.187500 Penalty: 4410.871582
	Iteration 41Q: 3 clusters Score -865428.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -865464.750000 Penalty: 4410.871582
	Iteration 42Q: 3 clusters Score -865464.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -865494.000000 Penalty: 4410.871582
	Iteration 43Q: 3 clusters Score -865494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -865518.812500 Penalty: 4410.871582
	Iteration 44Q: 3 clusters Score -865518.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -865539.187500 Penalty: 4410.871582
	Iteration 45Q: 3 clusters Score -865539.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -865549.937500 Penalty: 4410.871582
	Iteration 46Q: 3 clusters Score -865549.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -865559.062500 Penalty: 4410.871582
	Iteration 47Q: 3 clusters Score -865559.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -865562.375000 Penalty: 4410.871582
	Iteration 48Q: 3 clusters Score -865562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -865566.437500 Penalty: 4410.871582
	Iteration 49Q: 3 clusters Score -865566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -865568.687500 Penalty: 4410.871582
	Iteration 50Q: 3 clusters Score -865568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -865572.875000 Penalty: 4410.871582
	Iteration 51Q: 3 clusters Score -865572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -865573.937500 Penalty: 4410.871582
	Iteration 52Q: 3 clusters Score -865573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -865574.937500 Penalty: 4410.871582
	Iteration 53Q: 3 clusters Score -865574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -865575.062500 Penalty: 4410.871582
	Iteration 54Q: 3 clusters Score -865575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -865576.000000 Penalty: 4410.871582
	Iteration 55Q: 3 clusters Score -865576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -865576.000000 Penalty: 4410.871582
	Iteration 56F: 3 clusters Score -865576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Entering Unmasked Estep 
Score: -2351836.750000 Penalty: 2467.052246
	Iteration 0F: 2 clusters Score -2351837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2337260.000000 Penalty: 4934.104492
	Iteration 0F: 3 clusters Score -2337260 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2342350.500000 Penalty: 4934.104492
	Iteration 1F: 3 clusters Score -2342350 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2342934.000000 Penalty: 4934.104492
	Iteration 2F: 3 clusters Score -2342934 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2343430.750000 Penalty: 4934.104492
	Iteration 3F: 3 clusters Score -2343431 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2343935.250000 Penalty: 4934.104492
	Iteration 4Q: 3 clusters Score -2343935 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2344470.750000 Penalty: 4934.104492
	Iteration 5Q: 3 clusters Score -2344471 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2345035.000000 Penalty: 4934.104492
	Iteration 6Q: 3 clusters Score -2345035 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2345664.750000 Penalty: 4934.104492
	Iteration 7Q: 3 clusters Score -2345665 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2346338.500000 Penalty: 4934.104492
	Iteration 8F: 3 clusters Score -2346338 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2346952.000000 Penalty: 4934.104492
	Iteration 9Q: 3 clusters Score -2346952 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2347557.000000 Penalty: 4934.104492
	Iteration 10Q: 3 clusters Score -2347557 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2348036.250000 Penalty: 4934.104492
	Iteration 11Q: 3 clusters Score -2348036 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2348407.000000 Penalty: 4934.104492
	Iteration 12Q: 3 clusters Score -2348407 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2348667.250000 Penalty: 4934.104492
	Iteration 13Q: 3 clusters Score -2348667 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2348831.750000 Penalty: 4934.104492
	Iteration 14Q: 3 clusters Score -2348832 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2348951.000000 Penalty: 4934.104492
	Iteration 15Q: 3 clusters Score -2348951 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2349047.750000 Penalty: 4934.104492
	Iteration 16Q: 3 clusters Score -2349048 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2349107.000000 Penalty: 4934.104492
	Iteration 17Q: 3 clusters Score -2349107 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2349180.000000 Penalty: 4934.104492
	Iteration 18Q: 3 clusters Score -2349180 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2349217.750000 Penalty: 4934.104492
	Iteration 19Q: 3 clusters Score -2349218 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2349286.250000 Penalty: 4934.104492
	Iteration 20F: 3 clusters Score -2349286 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2349352.500000 Penalty: 4934.104492
	Iteration 21Q: 3 clusters Score -2349352 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2349400.000000 Penalty: 4934.104492
	Iteration 22Q: 3 clusters Score -2349400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2349442.500000 Penalty: 4934.104492
	Iteration 23Q: 3 clusters Score -2349442 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2349480.250000 Penalty: 4934.104492
	Iteration 24Q: 3 clusters Score -2349480 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2349521.000000 Penalty: 4934.104492
	Iteration 25Q: 3 clusters Score -2349521 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2349555.750000 Penalty: 4934.104492
	Iteration 26Q: 3 clusters Score -2349556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2349590.250000 Penalty: 4934.104492
	Iteration 27Q: 3 clusters Score -2349590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2349635.250000 Penalty: 4934.104492
	Iteration 28Q: 3 clusters Score -2349635 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2349646.500000 Penalty: 4934.104492
	Iteration 29Q: 3 clusters Score -2349646 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2349669.500000 Penalty: 4934.104492
	Iteration 30Q: 3 clusters Score -2349670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2349677.000000 Penalty: 4934.104492
	Iteration 31Q: 3 clusters Score -2349677 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2349694.500000 Penalty: 4934.104492
	Iteration 32Q: 3 clusters Score -2349694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2349698.250000 Penalty: 4934.104492
	Iteration 33Q: 3 clusters Score -2349698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2349704.000000 Penalty: 4934.104492
	Iteration 34Q: 3 clusters Score -2349704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2349711.750000 Penalty: 4934.104492
	Iteration 35Q: 3 clusters Score -2349712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2349720.250000 Penalty: 4934.104492
	Iteration 36Q: 3 clusters Score -2349720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2349730.250000 Penalty: 4934.104492
	Iteration 37Q: 3 clusters Score -2349730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2349736.250000 Penalty: 4934.104492
	Iteration 38Q: 3 clusters Score -2349736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2349740.750000 Penalty: 4934.104492
	Iteration 39Q: 3 clusters Score -2349741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2349742.000000 Penalty: 4934.104492
	Iteration 40F: 3 clusters Score -2349742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2349745.250000 Penalty: 4934.104492
	Iteration 41Q: 3 clusters Score -2349745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2349741.250000 Penalty: 4934.104492
	Iteration 42Q: 3 clusters Score -2349741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2349742.250000 Penalty: 4934.104492
	Iteration 43Q: 3 clusters Score -2349742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2349745.250000 Penalty: 4934.104492
	Iteration 44Q: 3 clusters Score -2349745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2349748.250000 Penalty: 4934.104492
	Iteration 45Q: 3 clusters Score -2349748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2349749.750000 Penalty: 4934.104492
	Iteration 46Q: 3 clusters Score -2349750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2349750.500000 Penalty: 4934.104492
	Iteration 47Q: 3 clusters Score -2349750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2349752.750000 Penalty: 4934.104492
	Iteration 48Q: 3 clusters Score -2349753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2349754.250000 Penalty: 4934.104492
	Iteration 49Q: 3 clusters Score -2349754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2349752.250000 Penalty: 4934.104492
	Iteration 50Q: 3 clusters Score -2349752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2349753.000000 Penalty: 4934.104492
	Iteration 51Q: 3 clusters Score -2349753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2349753.000000 Penalty: 4934.104492
	Iteration 52F: 3 clusters Score -2349753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Entering Unmasked Estep 
Score: -916791.187500 Penalty: 2223.117676
	Iteration 0F: 2 clusters Score -916791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -910556.312500 Penalty: 4446.235352
	Iteration 0F: 3 clusters Score -910556.3 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -912209.125000 Penalty: 4446.235352
	Iteration 1F: 3 clusters Score -912209.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -912511.562500 Penalty: 4446.235352
	Iteration 2F: 3 clusters Score -912511.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -912734.812500 Penalty: 4446.235352
	Iteration 3F: 3 clusters Score -912734.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -912960.375000 Penalty: 4446.235352
	Iteration 4Q: 3 clusters Score -912960.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -913213.125000 Penalty: 4446.235352
	Iteration 5Q: 3 clusters Score -913213.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -913564.375000 Penalty: 4446.235352
	Iteration 6F: 3 clusters Score -913564.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -914007.000000 Penalty: 4446.235352
	Iteration 7F: 3 clusters Score -914007 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -914490.312500 Penalty: 4446.235352
	Iteration 8F: 3 clusters Score -914490.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -914864.937500 Penalty: 4446.235352
	Iteration 9F: 3 clusters Score -914864.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -915107.312500 Penalty: 4446.235352
	Iteration 10Q: 3 clusters Score -915107.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -915281.562500 Penalty: 4446.235352
	Iteration 11Q: 3 clusters Score -915281.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -915390.125000 Penalty: 4446.235352
	Iteration 12Q: 3 clusters Score -915390.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -915470.500000 Penalty: 4446.235352
	Iteration 13Q: 3 clusters Score -915470.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -915523.562500 Penalty: 4446.235352
	Iteration 14Q: 3 clusters Score -915523.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -915569.000000 Penalty: 4446.235352
	Iteration 15Q: 3 clusters Score -915569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -915601.750000 Penalty: 4446.235352
	Iteration 16Q: 3 clusters Score -915601.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -915628.812500 Penalty: 4446.235352
	Iteration 17Q: 3 clusters Score -915628.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -915647.062500 Penalty: 4446.235352
	Iteration 18Q: 3 clusters Score -915647.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -915664.437500 Penalty: 4446.235352
	Iteration 19Q: 3 clusters Score -915664.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -915677.937500 Penalty: 4446.235352
	Iteration 20F: 3 clusters Score -915677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -915686.062500 Penalty: 4446.235352
	Iteration 21Q: 3 clusters Score -915686.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -915692.875000 Penalty: 4446.235352
	Iteration 22Q: 3 clusters Score -915692.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -915699.562500 Penalty: 4446.235352
	Iteration 23Q: 3 clusters Score -915699.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -915704.562500 Penalty: 4446.235352
	Iteration 24Q: 3 clusters Score -915704.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -915710.125000 Penalty: 4446.235352
	Iteration 25Q: 3 clusters Score -915710.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -915713.312500 Penalty: 4446.235352
	Iteration 26Q: 3 clusters Score -915713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -915716.812500 Penalty: 4446.235352
	Iteration 27Q: 3 clusters Score -915716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -915718.125000 Penalty: 4446.235352
	Iteration 28Q: 3 clusters Score -915718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -915720.000000 Penalty: 4446.235352
	Iteration 29Q: 3 clusters Score -915720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -915724.750000 Penalty: 4446.235352
	Iteration 30Q: 3 clusters Score -915724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -915726.437500 Penalty: 4446.235352
	Iteration 31Q: 3 clusters Score -915726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -915729.625000 Penalty: 4446.235352
	Iteration 32Q: 3 clusters Score -915729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -915735.375000 Penalty: 4446.235352
	Iteration 33Q: 3 clusters Score -915735.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -915736.437500 Penalty: 4446.235352
	Iteration 34Q: 3 clusters Score -915736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -915738.625000 Penalty: 4446.235352
	Iteration 35Q: 3 clusters Score -915738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -915738.187500 Penalty: 4446.235352
	Iteration 36Q: 3 clusters Score -915738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -915739.750000 Penalty: 4446.235352
	Iteration 37Q: 3 clusters Score -915739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -915741.750000 Penalty: 4446.235352
	Iteration 38Q: 3 clusters Score -915741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -915741.062500 Penalty: 4446.235352
	Iteration 39Q: 3 clusters Score -915741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -915741.750000 Penalty: 4446.235352
	Iteration 40F: 3 clusters Score -915741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -915742.000000 Penalty: 4446.235352
	Iteration 41Q: 3 clusters Score -915742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -915742.250000 Penalty: 4446.235352
	Iteration 42Q: 3 clusters Score -915742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -915742.250000 Penalty: 4446.235352
	Iteration 43F: 3 clusters Score -915742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Entering Unmasked Estep 
Score: -20191466.000000 Penalty: 2984.548828
	Iteration 0F: 2 clusters Score -2.019147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -20079856.000000 Penalty: 5969.097656
	Iteration 0F: 3 clusters Score -2.007986e+07 nChanged 80653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -20126884.000000 Penalty: 5969.097656
	Iteration 1F: 3 clusters Score -2.012688e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -20128012.000000 Penalty: 5969.097656
	Iteration 2Q: 3 clusters Score -2.012801e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -20129924.000000 Penalty: 5969.097656
	Iteration 3Q: 3 clusters Score -2.012992e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -20132044.000000 Penalty: 5969.097656
	Iteration 4Q: 3 clusters Score -2.013204e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -20134760.000000 Penalty: 5969.097656
	Iteration 5Q: 3 clusters Score -2.013476e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -20137994.000000 Penalty: 5969.097656
	Iteration 6Q: 3 clusters Score -2.013799e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -20141096.000000 Penalty: 5969.097656
	Iteration 7Q: 3 clusters Score -2.01411e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -20144348.000000 Penalty: 5969.097656
	Iteration 8Q: 3 clusters Score -2.014435e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -20147486.000000 Penalty: 5969.097656
	Iteration 9Q: 3 clusters Score -2.014749e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -20150098.000000 Penalty: 5969.097656
	Iteration 10Q: 3 clusters Score -2.01501e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -20152672.000000 Penalty: 5969.097656
	Iteration 11Q: 3 clusters Score -2.015267e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -20154888.000000 Penalty: 5969.097656
	Iteration 12Q: 3 clusters Score -2.015489e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117350 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -20157402.000000 Penalty: 5969.097656
	Iteration 13Q: 3 clusters Score -2.01574e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -20160128.000000 Penalty: 5969.097656
	Iteration 14Q: 3 clusters Score -2.016013e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -20163846.000000 Penalty: 5969.097656
	Iteration 15Q: 3 clusters Score -2.016385e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -20168610.000000 Penalty: 5969.097656
	Iteration 16Q: 3 clusters Score -2.016861e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145990 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -20173930.000000 Penalty: 5969.097656
	Iteration 17Q: 3 clusters Score -2.017393e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153137 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -20179230.000000 Penalty: 5969.097656
	Iteration 18Q: 3 clusters Score -2.017923e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158922 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -20183430.000000 Penalty: 5969.097656
	Iteration 19Q: 3 clusters Score -2.018343e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -20186298.000000 Penalty: 5969.097656
	Iteration 20F: 3 clusters Score -2.01863e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165044 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -20187764.000000 Penalty: 5969.097656
	Iteration 21Q: 3 clusters Score -2.018776e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -20188430.000000 Penalty: 5969.097656
	Iteration 22Q: 3 clusters Score -2.018843e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166728 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -20188756.000000 Penalty: 5969.097656
	Iteration 23Q: 3 clusters Score -2.018876e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20188968.000000 Penalty: 5969.097656
	Iteration 24Q: 3 clusters Score -2.018897e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20189062.000000 Penalty: 5969.097656
	Iteration 25Q: 3 clusters Score -2.018906e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -20189116.000000 Penalty: 5969.097656
	Iteration 26Q: 3 clusters Score -2.018912e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167249 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20189176.000000 Penalty: 5969.097656
	Iteration 27Q: 3 clusters Score -2.018918e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20189250.000000 Penalty: 5969.097656
	Iteration 28Q: 3 clusters Score -2.018925e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20189252.000000 Penalty: 5969.097656
	Iteration 29Q: 3 clusters Score -2.018925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167353 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20189300.000000 Penalty: 5969.097656
	Iteration 30Q: 3 clusters Score -2.01893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167382 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20189304.000000 Penalty: 5969.097656
	Iteration 31Q: 3 clusters Score -2.01893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20189326.000000 Penalty: 5969.097656
	Iteration 32Q: 3 clusters Score -2.018933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -20189334.000000 Penalty: 5969.097656
	Iteration 33Q: 3 clusters Score -2.018933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167400 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -20189358.000000 Penalty: 5969.097656
	Iteration 34Q: 3 clusters Score -2.018936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167399 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20189370.000000 Penalty: 5969.097656
	Iteration 35Q: 3 clusters Score -2.018937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20189370.000000 Penalty: 5969.097656
	Iteration 36Q: 3 clusters Score -2.018937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167416 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20189392.000000 Penalty: 5969.097656
	Iteration 37Q: 3 clusters Score -2.018939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -20189394.000000 Penalty: 5969.097656
	Iteration 38Q: 3 clusters Score -2.018939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20189408.000000 Penalty: 5969.097656
	Iteration 39Q: 3 clusters Score -2.018941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20189418.000000 Penalty: 5969.097656
	Iteration 40F: 3 clusters Score -2.018942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20189414.000000 Penalty: 5969.097656
	Iteration 41Q: 3 clusters Score -2.018941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20189402.000000 Penalty: 5969.097656
	Iteration 42Q: 3 clusters Score -2.01894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20189400.000000 Penalty: 5969.097656
	Iteration 43Q: 3 clusters Score -2.01894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20189390.000000 Penalty: 5969.097656
	Iteration 44Q: 3 clusters Score -2.018939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20189392.000000 Penalty: 5969.097656
	Iteration 45Q: 3 clusters Score -2.018939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20189416.000000 Penalty: 5969.097656
	Iteration 46Q: 3 clusters Score -2.018942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20189414.000000 Penalty: 5969.097656
	Iteration 47Q: 3 clusters Score -2.018941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20189416.000000 Penalty: 5969.097656
	Iteration 48Q: 3 clusters Score -2.018942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20189428.000000 Penalty: 5969.097656
	Iteration 49Q: 3 clusters Score -2.018943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20189414.000000 Penalty: 5969.097656
	Iteration 50Q: 3 clusters Score -2.018941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20189416.000000 Penalty: 5969.097656
	Iteration 51Q: 3 clusters Score -2.018942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20189422.000000 Penalty: 5969.097656
	Iteration 52Q: 3 clusters Score -2.018942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20189418.000000 Penalty: 5969.097656
	Iteration 53Q: 3 clusters Score -2.018942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20189424.000000 Penalty: 5969.097656
	Iteration 54Q: 3 clusters Score -2.018942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20189400.000000 Penalty: 5969.097656
	Iteration 55Q: 3 clusters Score -2.01894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20189408.000000 Penalty: 5969.097656
	Iteration 56Q: 3 clusters Score -2.018941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20189416.000000 Penalty: 5969.097656
	Iteration 57Q: 3 clusters Score -2.018942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20189420.000000 Penalty: 5969.097656
	Iteration 58Q: 3 clusters Score -2.018942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20189420.000000 Penalty: 5969.097656
	Iteration 59F: 3 clusters Score -2.018942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -28885.615234 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -28885.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27647.798828 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -27647.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27786.583984 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -27786.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27824.402344 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -27824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27861.332031 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -27861.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27937.113281 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -27937.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27964.386719 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -27964.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28011.310547 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -28011.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28024.882812 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -28024.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28034.652344 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -28034.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28034.652344 Penalty: 2803.634521
	Iteration 9F: 3 clusters Score -28034.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110349 members 
Entering Unmasked Estep 
Score: -13102065.000000 Penalty: 2879.628174
	Iteration 0F: 2 clusters Score -1.310206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -13028340.000000 Penalty: 5759.256348
	Iteration 0F: 3 clusters Score -1.302834e+07 nChanged 52194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -13059362.000000 Penalty: 5759.256348
	Iteration 1F: 3 clusters Score -1.305936e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -13060664.000000 Penalty: 5759.256348
	Iteration 2Q: 3 clusters Score -1.306066e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -13062232.000000 Penalty: 5759.256348
	Iteration 3Q: 3 clusters Score -1.306223e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -13063749.000000 Penalty: 5759.256348
	Iteration 4Q: 3 clusters Score -1.306375e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -13065700.000000 Penalty: 5759.256348
	Iteration 5Q: 3 clusters Score -1.30657e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -13067643.000000 Penalty: 5759.256348
	Iteration 6Q: 3 clusters Score -1.306764e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -13069357.000000 Penalty: 5759.256348
	Iteration 7Q: 3 clusters Score -1.306936e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -13071035.000000 Penalty: 5759.256348
	Iteration 8Q: 3 clusters Score -1.307104e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -13072357.000000 Penalty: 5759.256348
	Iteration 9Q: 3 clusters Score -1.307236e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -13073502.000000 Penalty: 5759.256348
	Iteration 10Q: 3 clusters Score -1.30735e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -13074518.000000 Penalty: 5759.256348
	Iteration 11Q: 3 clusters Score -1.307452e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -13075475.000000 Penalty: 5759.256348
	Iteration 12Q: 3 clusters Score -1.307548e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -13076347.000000 Penalty: 5759.256348
	Iteration 13Q: 3 clusters Score -1.307635e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -13077045.000000 Penalty: 5759.256348
	Iteration 14Q: 3 clusters Score -1.307704e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -13077805.000000 Penalty: 5759.256348
	Iteration 15Q: 3 clusters Score -1.30778e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -13078662.000000 Penalty: 5759.256348
	Iteration 16Q: 3 clusters Score -1.307866e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -13079659.000000 Penalty: 5759.256348
	Iteration 17Q: 3 clusters Score -1.307966e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -13080890.000000 Penalty: 5759.256348
	Iteration 18Q: 3 clusters Score -1.308089e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -13082451.000000 Penalty: 5759.256348
	Iteration 19Q: 3 clusters Score -1.308245e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -13084293.000000 Penalty: 5759.256348
	Iteration 20F: 3 clusters Score -1.308429e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -13086449.000000 Penalty: 5759.256348
	Iteration 21Q: 3 clusters Score -1.308645e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -13088807.000000 Penalty: 5759.256348
	Iteration 22Q: 3 clusters Score -1.308881e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -13091162.000000 Penalty: 5759.256348
	Iteration 23Q: 3 clusters Score -1.309116e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -13093314.000000 Penalty: 5759.256348
	Iteration 24Q: 3 clusters Score -1.309331e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -13095018.000000 Penalty: 5759.256348
	Iteration 25Q: 3 clusters Score -1.309502e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -13096479.000000 Penalty: 5759.256348
	Iteration 26Q: 3 clusters Score -1.309648e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -13097562.000000 Penalty: 5759.256348
	Iteration 27Q: 3 clusters Score -1.309756e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -13098261.000000 Penalty: 5759.256348
	Iteration 28Q: 3 clusters Score -1.309826e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -13098742.000000 Penalty: 5759.256348
	Iteration 29Q: 3 clusters Score -1.309874e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -13099047.000000 Penalty: 5759.256348
	Iteration 30Q: 3 clusters Score -1.309905e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -13099246.000000 Penalty: 5759.256348
	Iteration 31Q: 3 clusters Score -1.309925e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -13099358.000000 Penalty: 5759.256348
	Iteration 32Q: 3 clusters Score -1.309936e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -13099466.000000 Penalty: 5759.256348
	Iteration 33Q: 3 clusters Score -1.309947e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -13099567.000000 Penalty: 5759.256348
	Iteration 34Q: 3 clusters Score -1.309957e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 107732 members 
Entering Unmasked Estep 
Score: -13099655.000000 Penalty: 5759.256348
	Iteration 35Q: 3 clusters Score -1.309966e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -13099726.000000 Penalty: 5759.256348
	Iteration 36Q: 3 clusters Score -1.309973e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -13099785.000000 Penalty: 5759.256348
	Iteration 37Q: 3 clusters Score -1.309978e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 108080 members 
Entering Unmasked Estep 
Score: -13099829.000000 Penalty: 5759.256348
	Iteration 38Q: 3 clusters Score -1.309983e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -13099853.000000 Penalty: 5759.256348
	Iteration 39Q: 3 clusters Score -1.309985e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -13099881.000000 Penalty: 5759.256348
	Iteration 40F: 3 clusters Score -1.309988e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -13099874.000000 Penalty: 5759.256348
	Iteration 41Q: 3 clusters Score -1.309987e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 108341 members 
Entering Unmasked Estep 
Score: -13099886.000000 Penalty: 5759.256348
	Iteration 42Q: 3 clusters Score -1.309989e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -13099905.000000 Penalty: 5759.256348
	Iteration 43Q: 3 clusters Score -1.30999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -13099924.000000 Penalty: 5759.256348
	Iteration 44Q: 3 clusters Score -1.309992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13099920.000000 Penalty: 5759.256348
	Iteration 45Q: 3 clusters Score -1.309992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -13099945.000000 Penalty: 5759.256348
	Iteration 46Q: 3 clusters Score -1.309994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -13099924.000000 Penalty: 5759.256348
	Iteration 47Q: 3 clusters Score -1.309992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -13099934.000000 Penalty: 5759.256348
	Iteration 48Q: 3 clusters Score -1.309993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -13099942.000000 Penalty: 5759.256348
	Iteration 49Q: 3 clusters Score -1.309994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -13099940.000000 Penalty: 5759.256348
	Iteration 50Q: 3 clusters Score -1.309994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 108522 members 
Entering Unmasked Estep 
Score: -13099928.000000 Penalty: 5759.256348
	Iteration 51Q: 3 clusters Score -1.309993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -13099939.000000 Penalty: 5759.256348
	Iteration 52Q: 3 clusters Score -1.309994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -13099945.000000 Penalty: 5759.256348
	Iteration 53Q: 3 clusters Score -1.309994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -13099944.000000 Penalty: 5759.256348
	Iteration 54Q: 3 clusters Score -1.309994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -13099953.000000 Penalty: 5759.256348
	Iteration 55Q: 3 clusters Score -1.309995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -13099963.000000 Penalty: 5759.256348
	Iteration 56Q: 3 clusters Score -1.309996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -13099967.000000 Penalty: 5759.256348
	Iteration 57Q: 3 clusters Score -1.309997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -13099975.000000 Penalty: 5759.256348
	Iteration 58Q: 3 clusters Score -1.309998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 108607 members 
Entering Unmasked Estep 
Score: -13099990.000000 Penalty: 5759.256348
	Iteration 59Q: 3 clusters Score -1.309999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -13099990.000000 Penalty: 5759.256348
	Iteration 60F: 3 clusters Score -1.309999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -13099993.000000 Penalty: 5759.256348
	Iteration 61Q: 3 clusters Score -1.309999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -13099982.000000 Penalty: 5759.256348
	Iteration 62Q: 3 clusters Score -1.309998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -13099970.000000 Penalty: 5759.256348
	Iteration 63Q: 3 clusters Score -1.309997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -13099971.000000 Penalty: 5759.256348
	Iteration 64Q: 3 clusters Score -1.309997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -13099970.000000 Penalty: 5759.256348
	Iteration 65Q: 3 clusters Score -1.309997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 108632 members 
Entering Unmasked Estep 
Score: -13099973.000000 Penalty: 5759.256348
	Iteration 66Q: 3 clusters Score -1.309997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 108632 members 
Entering Unmasked Estep 
Score: -13099973.000000 Penalty: 5759.256348
	Iteration 67F: 3 clusters Score -1.309997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Entering Unmasked Estep 
Score: -3327460.500000 Penalty: 2546.461914
	Iteration 0F: 2 clusters Score -3327460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3307631.750000 Penalty: 5092.923828
	Iteration 0F: 3 clusters Score -3307632 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3314556.750000 Penalty: 5092.923828
	Iteration 1F: 3 clusters Score -3314557 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3315031.000000 Penalty: 5092.923828
	Iteration 2Q: 3 clusters Score -3315031 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3315467.250000 Penalty: 5092.923828
	Iteration 3Q: 3 clusters Score -3315467 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3315930.750000 Penalty: 5092.923828
	Iteration 4Q: 3 clusters Score -3315931 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3316428.000000 Penalty: 5092.923828
	Iteration 5Q: 3 clusters Score -3316428 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3316975.000000 Penalty: 5092.923828
	Iteration 6Q: 3 clusters Score -3316975 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3317565.250000 Penalty: 5092.923828
	Iteration 7Q: 3 clusters Score -3317565 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3318165.000000 Penalty: 5092.923828
	Iteration 8Q: 3 clusters Score -3318165 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3318797.250000 Penalty: 5092.923828
	Iteration 9Q: 3 clusters Score -3318797 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3319298.750000 Penalty: 5092.923828
	Iteration 10Q: 3 clusters Score -3319299 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3319760.750000 Penalty: 5092.923828
	Iteration 11Q: 3 clusters Score -3319761 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3320216.250000 Penalty: 5092.923828
	Iteration 12Q: 3 clusters Score -3320216 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3320616.250000 Penalty: 5092.923828
	Iteration 13Q: 3 clusters Score -3320616 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3321012.000000 Penalty: 5092.923828
	Iteration 14Q: 3 clusters Score -3321012 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3321431.250000 Penalty: 5092.923828
	Iteration 15Q: 3 clusters Score -3321431 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3321956.500000 Penalty: 5092.923828
	Iteration 16Q: 3 clusters Score -3321956 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3322649.000000 Penalty: 5092.923828
	Iteration 17Q: 3 clusters Score -3322649 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3323361.500000 Penalty: 5092.923828
	Iteration 18Q: 3 clusters Score -3323362 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3323947.250000 Penalty: 5092.923828
	Iteration 19Q: 3 clusters Score -3323947 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3324331.000000 Penalty: 5092.923828
	Iteration 20F: 3 clusters Score -3324331 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3324559.500000 Penalty: 5092.923828
	Iteration 21Q: 3 clusters Score -3324560 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3324693.500000 Penalty: 5092.923828
	Iteration 22Q: 3 clusters Score -3324694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3324804.000000 Penalty: 5092.923828
	Iteration 23Q: 3 clusters Score -3324804 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3324903.500000 Penalty: 5092.923828
	Iteration 24Q: 3 clusters Score -3324904 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3324945.000000 Penalty: 5092.923828
	Iteration 25Q: 3 clusters Score -3324945 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3324996.500000 Penalty: 5092.923828
	Iteration 26Q: 3 clusters Score -3324996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3325036.500000 Penalty: 5092.923828
	Iteration 27Q: 3 clusters Score -3325036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3325057.750000 Penalty: 5092.923828
	Iteration 28Q: 3 clusters Score -3325058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3325080.250000 Penalty: 5092.923828
	Iteration 29Q: 3 clusters Score -3325080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3325103.750000 Penalty: 5092.923828
	Iteration 30Q: 3 clusters Score -3325104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3325140.750000 Penalty: 5092.923828
	Iteration 31Q: 3 clusters Score -3325141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3325154.250000 Penalty: 5092.923828
	Iteration 32Q: 3 clusters Score -3325154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3325161.750000 Penalty: 5092.923828
	Iteration 33Q: 3 clusters Score -3325162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3325156.000000 Penalty: 5092.923828
	Iteration 34Q: 3 clusters Score -3325156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3325157.000000 Penalty: 5092.923828
	Iteration 35Q: 3 clusters Score -3325157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3325162.250000 Penalty: 5092.923828
	Iteration 36Q: 3 clusters Score -3325162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3325162.500000 Penalty: 5092.923828
	Iteration 37Q: 3 clusters Score -3325162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3325169.750000 Penalty: 5092.923828
	Iteration 38Q: 3 clusters Score -3325170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3325169.500000 Penalty: 5092.923828
	Iteration 39Q: 3 clusters Score -3325170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3325172.750000 Penalty: 5092.923828
	Iteration 40F: 3 clusters Score -3325173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3325172.000000 Penalty: 5092.923828
	Iteration 41Q: 3 clusters Score -3325172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3325183.250000 Penalty: 5092.923828
	Iteration 42Q: 3 clusters Score -3325183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3325190.000000 Penalty: 5092.923828
	Iteration 43Q: 3 clusters Score -3325190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3325186.250000 Penalty: 5092.923828
	Iteration 44Q: 3 clusters Score -3325186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3325192.000000 Penalty: 5092.923828
	Iteration 45Q: 3 clusters Score -3325192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3325190.250000 Penalty: 5092.923828
	Iteration 46Q: 3 clusters Score -3325190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3325191.750000 Penalty: 5092.923828
	Iteration 47Q: 3 clusters Score -3325192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3325199.000000 Penalty: 5092.923828
	Iteration 48Q: 3 clusters Score -3325199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3325201.500000 Penalty: 5092.923828
	Iteration 49Q: 3 clusters Score -3325202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3325207.750000 Penalty: 5092.923828
	Iteration 50Q: 3 clusters Score -3325208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3325203.000000 Penalty: 5092.923828
	Iteration 51Q: 3 clusters Score -3325203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3325207.500000 Penalty: 5092.923828
	Iteration 52Q: 3 clusters Score -3325208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3325211.750000 Penalty: 5092.923828
	Iteration 53Q: 3 clusters Score -3325212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3325214.500000 Penalty: 5092.923828
	Iteration 54Q: 3 clusters Score -3325214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3325220.750000 Penalty: 5092.923828
	Iteration 55Q: 3 clusters Score -3325221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3325223.500000 Penalty: 5092.923828
	Iteration 56Q: 3 clusters Score -3325224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3325225.000000 Penalty: 5092.923828
	Iteration 57Q: 3 clusters Score -3325225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3325229.500000 Penalty: 5092.923828
	Iteration 58Q: 3 clusters Score -3325230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3325234.000000 Penalty: 5092.923828
	Iteration 59Q: 3 clusters Score -3325234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3325239.000000 Penalty: 5092.923828
	Iteration 60F: 3 clusters Score -3325239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3325238.500000 Penalty: 5092.923828
	Iteration 61Q: 3 clusters Score -3325238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3325238.000000 Penalty: 5092.923828
	Iteration 62Q: 3 clusters Score -3325238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3325255.000000 Penalty: 5092.923828
	Iteration 63Q: 3 clusters Score -3325255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3325253.250000 Penalty: 5092.923828
	Iteration 64Q: 3 clusters Score -3325253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3325250.750000 Penalty: 5092.923828
	Iteration 65Q: 3 clusters Score -3325251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3325251.500000 Penalty: 5092.923828
	Iteration 66Q: 3 clusters Score -3325252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3325258.250000 Penalty: 5092.923828
	Iteration 67Q: 3 clusters Score -3325258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3325259.750000 Penalty: 5092.923828
	Iteration 68Q: 3 clusters Score -3325260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3325259.750000 Penalty: 5092.923828
	Iteration 69Q: 3 clusters Score -3325260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3325266.750000 Penalty: 5092.923828
	Iteration 70Q: 3 clusters Score -3325267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3325273.250000 Penalty: 5092.923828
	Iteration 71Q: 3 clusters Score -3325273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3325269.250000 Penalty: 5092.923828
	Iteration 72Q: 3 clusters Score -3325269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3325270.250000 Penalty: 5092.923828
	Iteration 73Q: 3 clusters Score -3325270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3325273.500000 Penalty: 5092.923828
	Iteration 74Q: 3 clusters Score -3325274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3325272.000000 Penalty: 5092.923828
	Iteration 75Q: 3 clusters Score -3325272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3325283.750000 Penalty: 5092.923828
	Iteration 76Q: 3 clusters Score -3325284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3325281.250000 Penalty: 5092.923828
	Iteration 77Q: 3 clusters Score -3325281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3325281.750000 Penalty: 5092.923828
	Iteration 78Q: 3 clusters Score -3325282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3325285.750000 Penalty: 5092.923828
	Iteration 79Q: 3 clusters Score -3325286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3325285.250000 Penalty: 5092.923828
	Iteration 80F: 3 clusters Score -3325285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3325285.000000 Penalty: 5092.923828
	Iteration 81Q: 3 clusters Score -3325285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3325283.500000 Penalty: 5092.923828
	Iteration 82Q: 3 clusters Score -3325284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3325284.500000 Penalty: 5092.923828
	Iteration 83Q: 3 clusters Score -3325284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3325288.750000 Penalty: 5092.923828
	Iteration 84Q: 3 clusters Score -3325289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3325290.500000 Penalty: 5092.923828
	Iteration 85Q: 3 clusters Score -3325290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3325295.000000 Penalty: 5092.923828
	Iteration 86Q: 3 clusters Score -3325295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3325305.250000 Penalty: 5092.923828
	Iteration 87Q: 3 clusters Score -3325305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3325308.250000 Penalty: 5092.923828
	Iteration 88Q: 3 clusters Score -3325308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3325306.500000 Penalty: 5092.923828
	Iteration 89Q: 3 clusters Score -3325306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3325311.750000 Penalty: 5092.923828
	Iteration 90Q: 3 clusters Score -3325312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3325313.750000 Penalty: 5092.923828
	Iteration 91Q: 3 clusters Score -3325314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3325313.000000 Penalty: 5092.923828
	Iteration 92Q: 3 clusters Score -3325313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3325309.750000 Penalty: 5092.923828
	Iteration 93Q: 3 clusters Score -3325310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3325311.250000 Penalty: 5092.923828
	Iteration 94Q: 3 clusters Score -3325311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3325307.750000 Penalty: 5092.923828
	Iteration 95Q: 3 clusters Score -3325308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3325311.500000 Penalty: 5092.923828
	Iteration 96Q: 3 clusters Score -3325312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3325311.500000 Penalty: 5092.923828
	Iteration 97F: 3 clusters Score -3325312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (241597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241597 members 
Entering Unmasked Estep 
Score: -28340136.000000 Penalty: 3073.966553
	Iteration 0F: 2 clusters Score -2.834014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 120896 members 
Entering Unmasked Estep 
Score: -28178138.000000 Penalty: 6147.933105
	Iteration 0F: 3 clusters Score -2.817814e+07 nChanged 116720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119901 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -28247554.000000 Penalty: 6147.933105
	Iteration 1F: 3 clusters Score -2.824755e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 122220 members 
Entering Unmasked Estep 
Score: -28248836.000000 Penalty: 6147.933105
	Iteration 2Q: 3 clusters Score -2.824884e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118588 members 
Mstep: Class 2 contains 123009 members 
Entering Unmasked Estep 
Score: -28250468.000000 Penalty: 6147.933105
	Iteration 3Q: 3 clusters Score -2.825047e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -28252592.000000 Penalty: 6147.933105
	Iteration 4Q: 3 clusters Score -2.825259e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -28254952.000000 Penalty: 6147.933105
	Iteration 5Q: 3 clusters Score -2.825495e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 128308 members 
Entering Unmasked Estep 
Score: -28257486.000000 Penalty: 6147.933105
	Iteration 6Q: 3 clusters Score -2.825749e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109598 members 
Mstep: Class 2 contains 131999 members 
Entering Unmasked Estep 
Score: -28260432.000000 Penalty: 6147.933105
	Iteration 7Q: 3 clusters Score -2.826043e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 137351 members 
Entering Unmasked Estep 
Score: -28264196.000000 Penalty: 6147.933105
	Iteration 8Q: 3 clusters Score -2.82642e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 144546 members 
Entering Unmasked Estep 
Score: -28268930.000000 Penalty: 6147.933105
	Iteration 9Q: 3 clusters Score -2.826893e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -28275074.000000 Penalty: 6147.933105
	Iteration 10Q: 3 clusters Score -2.827507e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -28282860.000000 Penalty: 6147.933105
	Iteration 11F: 3 clusters Score -2.828286e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 178974 members 
Entering Unmasked Estep 
Score: -28291740.000000 Penalty: 6147.933105
	Iteration 12F: 3 clusters Score -2.829174e+07 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -28301224.000000 Penalty: 6147.933105
	Iteration 13F: 3 clusters Score -2.830122e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 204779 members 
Entering Unmasked Estep 
Score: -28309912.000000 Penalty: 6147.933105
	Iteration 14F: 3 clusters Score -2.830991e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 215482 members 
Entering Unmasked Estep 
Score: -28318118.000000 Penalty: 6147.933105
	Iteration 15Q: 3 clusters Score -2.831812e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 224066 members 
Entering Unmasked Estep 
Score: -28324900.000000 Penalty: 6147.933105
	Iteration 16Q: 3 clusters Score -2.83249e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 230602 members 
Entering Unmasked Estep 
Score: -28329884.000000 Penalty: 6147.933105
	Iteration 17Q: 3 clusters Score -2.832988e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 234940 members 
Entering Unmasked Estep 
Score: -28333428.000000 Penalty: 6147.933105
	Iteration 18Q: 3 clusters Score -2.833343e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 237553 members 
Entering Unmasked Estep 
Score: -28335620.000000 Penalty: 6147.933105
	Iteration 19Q: 3 clusters Score -2.833562e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 238986 members 
Entering Unmasked Estep 
Score: -28336694.000000 Penalty: 6147.933105
	Iteration 20F: 3 clusters Score -2.833669e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 239714 members 
Entering Unmasked Estep 
Score: -28337278.000000 Penalty: 6147.933105
	Iteration 21Q: 3 clusters Score -2.833728e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 240082 members 
Entering Unmasked Estep 
Score: -28337574.000000 Penalty: 6147.933105
	Iteration 22Q: 3 clusters Score -2.833757e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 240285 members 
Entering Unmasked Estep 
Score: -28337740.000000 Penalty: 6147.933105
	Iteration 23Q: 3 clusters Score -2.833774e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 240393 members 
Entering Unmasked Estep 
Score: -28337870.000000 Penalty: 6147.933105
	Iteration 24Q: 3 clusters Score -2.833787e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 240457 members 
Entering Unmasked Estep 
Score: -28337960.000000 Penalty: 6147.933105
	Iteration 25Q: 3 clusters Score -2.833796e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 240513 members 
Entering Unmasked Estep 
Score: -28338006.000000 Penalty: 6147.933105
	Iteration 26Q: 3 clusters Score -2.833801e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 240553 members 
Entering Unmasked Estep 
Score: -28338058.000000 Penalty: 6147.933105
	Iteration 27Q: 3 clusters Score -2.833806e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 240578 members 
Entering Unmasked Estep 
Score: -28338084.000000 Penalty: 6147.933105
	Iteration 28Q: 3 clusters Score -2.833808e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 240601 members 
Entering Unmasked Estep 
Score: -28338124.000000 Penalty: 6147.933105
	Iteration 29Q: 3 clusters Score -2.833812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 240610 members 
Entering Unmasked Estep 
Score: -28338184.000000 Penalty: 6147.933105
	Iteration 30Q: 3 clusters Score -2.833818e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 240621 members 
Entering Unmasked Estep 
Score: -28338230.000000 Penalty: 6147.933105
	Iteration 31Q: 3 clusters Score -2.833823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 240630 members 
Entering Unmasked Estep 
Score: -28338260.000000 Penalty: 6147.933105
	Iteration 32Q: 3 clusters Score -2.833826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 240632 members 
Entering Unmasked Estep 
Score: -28338282.000000 Penalty: 6147.933105
	Iteration 33Q: 3 clusters Score -2.833828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 240642 members 
Entering Unmasked Estep 
Score: -28338288.000000 Penalty: 6147.933105
	Iteration 34Q: 3 clusters Score -2.833829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 240648 members 
Entering Unmasked Estep 
Score: -28338282.000000 Penalty: 6147.933105
	Iteration 35Q: 3 clusters Score -2.833828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 240658 members 
Entering Unmasked Estep 
Score: -28338280.000000 Penalty: 6147.933105
	Iteration 36Q: 3 clusters Score -2.833828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 240661 members 
Entering Unmasked Estep 
Score: -28338308.000000 Penalty: 6147.933105
	Iteration 37Q: 3 clusters Score -2.833831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 240663 members 
Entering Unmasked Estep 
Score: -28338300.000000 Penalty: 6147.933105
	Iteration 38Q: 3 clusters Score -2.83383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 240663 members 
Entering Unmasked Estep 
Score: -28338288.000000 Penalty: 6147.933105
	Iteration 39Q: 3 clusters Score -2.833829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 240656 members 
Entering Unmasked Estep 
Score: -28338292.000000 Penalty: 6147.933105
	Iteration 40F: 3 clusters Score -2.833829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 240653 members 
Entering Unmasked Estep 
Score: -28338272.000000 Penalty: 6147.933105
	Iteration 41Q: 3 clusters Score -2.833827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 240649 members 
Entering Unmasked Estep 
Score: -28338300.000000 Penalty: 6147.933105
	Iteration 42Q: 3 clusters Score -2.83383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 240651 members 
Entering Unmasked Estep 
Score: -28338294.000000 Penalty: 6147.933105
	Iteration 43Q: 3 clusters Score -2.833829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 240650 members 
Entering Unmasked Estep 
Score: -28338302.000000 Penalty: 6147.933105
	Iteration 44Q: 3 clusters Score -2.83383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 240651 members 
Entering Unmasked Estep 
Score: -28338294.000000 Penalty: 6147.933105
	Iteration 45Q: 3 clusters Score -2.833829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 240652 members 
Entering Unmasked Estep 
Score: -28338318.000000 Penalty: 6147.933105
	Iteration 46Q: 3 clusters Score -2.833832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 240649 members 
Entering Unmasked Estep 
Score: -28338328.000000 Penalty: 6147.933105
	Iteration 47Q: 3 clusters Score -2.833833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 240645 members 
Entering Unmasked Estep 
Score: -28338318.000000 Penalty: 6147.933105
	Iteration 48Q: 3 clusters Score -2.833832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 240643 members 
Entering Unmasked Estep 
Score: -28338320.000000 Penalty: 6147.933105
	Iteration 49Q: 3 clusters Score -2.833832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 240641 members 
Entering Unmasked Estep 
Score: -28338326.000000 Penalty: 6147.933105
	Iteration 50Q: 3 clusters Score -2.833833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 240641 members 
Entering Unmasked Estep 
Score: -28338320.000000 Penalty: 6147.933105
	Iteration 51Q: 3 clusters Score -2.833832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 240642 members 
Entering Unmasked Estep 
Score: -28338320.000000 Penalty: 6147.933105
	Iteration 52Q: 3 clusters Score -2.833832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 240644 members 
Entering Unmasked Estep 
Score: -28338336.000000 Penalty: 6147.933105
	Iteration 53Q: 3 clusters Score -2.833834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 240643 members 
Entering Unmasked Estep 
Score: -28338336.000000 Penalty: 6147.933105
	Iteration 54Q: 3 clusters Score -2.833834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 240641 members 
Entering Unmasked Estep 
Score: -28338350.000000 Penalty: 6147.933105
	Iteration 55Q: 3 clusters Score -2.833835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 240638 members 
Entering Unmasked Estep 
Score: -28338340.000000 Penalty: 6147.933105
	Iteration 56Q: 3 clusters Score -2.833834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 240636 members 
Entering Unmasked Estep 
Score: -28338344.000000 Penalty: 6147.933105
	Iteration 57Q: 3 clusters Score -2.833834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 240634 members 
Entering Unmasked Estep 
Score: -28338342.000000 Penalty: 6147.933105
	Iteration 58Q: 3 clusters Score -2.833834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 240632 members 
Entering Unmasked Estep 
Score: -28338342.000000 Penalty: 6147.933105
	Iteration 59Q: 3 clusters Score -2.833834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 240631 members 
Entering Unmasked Estep 
Score: -28338338.000000 Penalty: 6147.933105
	Iteration 60F: 3 clusters Score -2.833834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 240629 members 
Entering Unmasked Estep 
Score: -28338326.000000 Penalty: 6147.933105
	Iteration 61Q: 3 clusters Score -2.833833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 240629 members 
Entering Unmasked Estep 
Score: -28338326.000000 Penalty: 6147.933105
	Iteration 62F: 3 clusters Score -2.833833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Entering Unmasked Estep 
Score: -3006301.000000 Penalty: 2529.404541
	Iteration 0F: 2 clusters Score -3006301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2987822.250000 Penalty: 5058.809082
	Iteration 0F: 3 clusters Score -2987822 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2994478.250000 Penalty: 5058.809082
	Iteration 1F: 3 clusters Score -2994478 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2995120.750000 Penalty: 5058.809082
	Iteration 2F: 3 clusters Score -2995121 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2995786.750000 Penalty: 5058.809082
	Iteration 3F: 3 clusters Score -2995787 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2996584.500000 Penalty: 5058.809082
	Iteration 4F: 3 clusters Score -2996584 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2997556.750000 Penalty: 5058.809082
	Iteration 5F: 3 clusters Score -2997557 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2998776.500000 Penalty: 5058.809082
	Iteration 6F: 3 clusters Score -2998776 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3000142.500000 Penalty: 5058.809082
	Iteration 7F: 3 clusters Score -3000142 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3001340.000000 Penalty: 5058.809082
	Iteration 8F: 3 clusters Score -3001340 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3002371.750000 Penalty: 5058.809082
	Iteration 9Q: 3 clusters Score -3002372 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3002992.000000 Penalty: 5058.809082
	Iteration 10Q: 3 clusters Score -3002992 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3003336.000000 Penalty: 5058.809082
	Iteration 11Q: 3 clusters Score -3003336 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3003555.750000 Penalty: 5058.809082
	Iteration 12Q: 3 clusters Score -3003556 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3003653.250000 Penalty: 5058.809082
	Iteration 13Q: 3 clusters Score -3003653 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3003732.250000 Penalty: 5058.809082
	Iteration 14Q: 3 clusters Score -3003732 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3003771.000000 Penalty: 5058.809082
	Iteration 15Q: 3 clusters Score -3003771 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3003790.500000 Penalty: 5058.809082
	Iteration 16Q: 3 clusters Score -3003790 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3003815.000000 Penalty: 5058.809082
	Iteration 17Q: 3 clusters Score -3003815 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3003828.250000 Penalty: 5058.809082
	Iteration 18Q: 3 clusters Score -3003828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3003818.250000 Penalty: 5058.809082
	Iteration 19Q: 3 clusters Score -3003818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3003826.500000 Penalty: 5058.809082
	Iteration 20F: 3 clusters Score -3003826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3003832.000000 Penalty: 5058.809082
	Iteration 21Q: 3 clusters Score -3003832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3003827.500000 Penalty: 5058.809082
	Iteration 22Q: 3 clusters Score -3003828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3003832.250000 Penalty: 5058.809082
	Iteration 23Q: 3 clusters Score -3003832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3003835.000000 Penalty: 5058.809082
	Iteration 24Q: 3 clusters Score -3003835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3003844.250000 Penalty: 5058.809082
	Iteration 25Q: 3 clusters Score -3003844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3003842.500000 Penalty: 5058.809082
	Iteration 26Q: 3 clusters Score -3003842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3003850.250000 Penalty: 5058.809082
	Iteration 27Q: 3 clusters Score -3003850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3003846.750000 Penalty: 5058.809082
	Iteration 28Q: 3 clusters Score -3003847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3003854.750000 Penalty: 5058.809082
	Iteration 29Q: 3 clusters Score -3003855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3003858.250000 Penalty: 5058.809082
	Iteration 30Q: 3 clusters Score -3003858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3003861.500000 Penalty: 5058.809082
	Iteration 31Q: 3 clusters Score -3003862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3003859.750000 Penalty: 5058.809082
	Iteration 32Q: 3 clusters Score -3003860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3003875.250000 Penalty: 5058.809082
	Iteration 33Q: 3 clusters Score -3003875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3003876.250000 Penalty: 5058.809082
	Iteration 34Q: 3 clusters Score -3003876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3003874.250000 Penalty: 5058.809082
	Iteration 35Q: 3 clusters Score -3003874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3003876.750000 Penalty: 5058.809082
	Iteration 36Q: 3 clusters Score -3003877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3003879.000000 Penalty: 5058.809082
	Iteration 37Q: 3 clusters Score -3003879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3003886.250000 Penalty: 5058.809082
	Iteration 38Q: 3 clusters Score -3003886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3003881.000000 Penalty: 5058.809082
	Iteration 39Q: 3 clusters Score -3003881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3003883.250000 Penalty: 5058.809082
	Iteration 40F: 3 clusters Score -3003883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3003895.250000 Penalty: 5058.809082
	Iteration 41Q: 3 clusters Score -3003895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3003905.000000 Penalty: 5058.809082
	Iteration 42Q: 3 clusters Score -3003905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3003913.250000 Penalty: 5058.809082
	Iteration 43Q: 3 clusters Score -3003913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3003921.000000 Penalty: 5058.809082
	Iteration 44Q: 3 clusters Score -3003921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3003918.000000 Penalty: 5058.809082
	Iteration 45Q: 3 clusters Score -3003918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3003923.500000 Penalty: 5058.809082
	Iteration 46Q: 3 clusters Score -3003924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3003940.250000 Penalty: 5058.809082
	Iteration 47Q: 3 clusters Score -3003940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3003960.000000 Penalty: 5058.809082
	Iteration 48Q: 3 clusters Score -3003960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3003963.000000 Penalty: 5058.809082
	Iteration 49Q: 3 clusters Score -3003963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3003964.750000 Penalty: 5058.809082
	Iteration 50Q: 3 clusters Score -3003965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -3003965.250000 Penalty: 5058.809082
	Iteration 51Q: 3 clusters Score -3003965 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3003996.500000 Penalty: 5058.809082
	Iteration 52Q: 3 clusters Score -3003996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3004005.500000 Penalty: 5058.809082
	Iteration 53Q: 3 clusters Score -3004006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3004009.500000 Penalty: 5058.809082
	Iteration 54Q: 3 clusters Score -3004010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3004022.250000 Penalty: 5058.809082
	Iteration 55Q: 3 clusters Score -3004022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3004027.750000 Penalty: 5058.809082
	Iteration 56Q: 3 clusters Score -3004028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3004029.250000 Penalty: 5058.809082
	Iteration 57Q: 3 clusters Score -3004029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3004043.500000 Penalty: 5058.809082
	Iteration 58Q: 3 clusters Score -3004044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3004061.000000 Penalty: 5058.809082
	Iteration 59Q: 3 clusters Score -3004061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3004070.000000 Penalty: 5058.809082
	Iteration 60F: 3 clusters Score -3004070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3004066.500000 Penalty: 5058.809082
	Iteration 61Q: 3 clusters Score -3004066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3004069.750000 Penalty: 5058.809082
	Iteration 62Q: 3 clusters Score -3004070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3004083.000000 Penalty: 5058.809082
	Iteration 63Q: 3 clusters Score -3004083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3004091.500000 Penalty: 5058.809082
	Iteration 64Q: 3 clusters Score -3004092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3004093.500000 Penalty: 5058.809082
	Iteration 65Q: 3 clusters Score -3004094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3004116.000000 Penalty: 5058.809082
	Iteration 66Q: 3 clusters Score -3004116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3004113.250000 Penalty: 5058.809082
	Iteration 67Q: 3 clusters Score -3004113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3004119.500000 Penalty: 5058.809082
	Iteration 68Q: 3 clusters Score -3004120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3004121.250000 Penalty: 5058.809082
	Iteration 69Q: 3 clusters Score -3004121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3004135.500000 Penalty: 5058.809082
	Iteration 70Q: 3 clusters Score -3004136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3004132.750000 Penalty: 5058.809082
	Iteration 71Q: 3 clusters Score -3004133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3004133.500000 Penalty: 5058.809082
	Iteration 72Q: 3 clusters Score -3004134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3004130.750000 Penalty: 5058.809082
	Iteration 73Q: 3 clusters Score -3004131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3004137.000000 Penalty: 5058.809082
	Iteration 74Q: 3 clusters Score -3004137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3004138.000000 Penalty: 5058.809082
	Iteration 75Q: 3 clusters Score -3004138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3004146.500000 Penalty: 5058.809082
	Iteration 76Q: 3 clusters Score -3004146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3004145.750000 Penalty: 5058.809082
	Iteration 77Q: 3 clusters Score -3004146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3004142.750000 Penalty: 5058.809082
	Iteration 78Q: 3 clusters Score -3004143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3004155.500000 Penalty: 5058.809082
	Iteration 79Q: 3 clusters Score -3004156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3004156.250000 Penalty: 5058.809082
	Iteration 80F: 3 clusters Score -3004156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3004160.250000 Penalty: 5058.809082
	Iteration 81Q: 3 clusters Score -3004160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3004162.750000 Penalty: 5058.809082
	Iteration 82Q: 3 clusters Score -3004163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3004159.500000 Penalty: 5058.809082
	Iteration 83Q: 3 clusters Score -3004160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3004165.750000 Penalty: 5058.809082
	Iteration 84Q: 3 clusters Score -3004166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3004161.500000 Penalty: 5058.809082
	Iteration 85Q: 3 clusters Score -3004162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3004166.250000 Penalty: 5058.809082
	Iteration 86Q: 3 clusters Score -3004166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3004175.500000 Penalty: 5058.809082
	Iteration 87Q: 3 clusters Score -3004176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3004179.250000 Penalty: 5058.809082
	Iteration 88Q: 3 clusters Score -3004179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3004180.250000 Penalty: 5058.809082
	Iteration 89Q: 3 clusters Score -3004180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3004183.750000 Penalty: 5058.809082
	Iteration 90Q: 3 clusters Score -3004184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3004179.750000 Penalty: 5058.809082
	Iteration 91Q: 3 clusters Score -3004180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3004186.250000 Penalty: 5058.809082
	Iteration 92Q: 3 clusters Score -3004186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3004186.750000 Penalty: 5058.809082
	Iteration 93Q: 3 clusters Score -3004187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3004184.250000 Penalty: 5058.809082
	Iteration 94Q: 3 clusters Score -3004184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3004194.250000 Penalty: 5058.809082
	Iteration 95Q: 3 clusters Score -3004194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3004186.250000 Penalty: 5058.809082
	Iteration 96Q: 3 clusters Score -3004186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3004186.250000 Penalty: 5058.809082
	Iteration 97Q: 3 clusters Score -3004186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3004190.000000 Penalty: 5058.809082
	Iteration 98Q: 3 clusters Score -3004190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3004184.250000 Penalty: 5058.809082
	Iteration 99Q: 3 clusters Score -3004184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3004183.500000 Penalty: 5058.809082
	Iteration 100F: 3 clusters Score -3004184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3004186.250000 Penalty: 5058.809082
	Iteration 101Q: 3 clusters Score -3004186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3004184.250000 Penalty: 5058.809082
	Iteration 102Q: 3 clusters Score -3004184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3004181.000000 Penalty: 5058.809082
	Iteration 103Q: 3 clusters Score -3004181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3004183.500000 Penalty: 5058.809082
	Iteration 104Q: 3 clusters Score -3004184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3004181.250000 Penalty: 5058.809082
	Iteration 105Q: 3 clusters Score -3004181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3004182.250000 Penalty: 5058.809082
	Iteration 106Q: 3 clusters Score -3004182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3004180.250000 Penalty: 5058.809082
	Iteration 107Q: 3 clusters Score -3004180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3004180.250000 Penalty: 5058.809082
	Iteration 108Q: 3 clusters Score -3004180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3004180.000000 Penalty: 5058.809082
	Iteration 109Q: 3 clusters Score -3004180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3004180.000000 Penalty: 5058.809082
	Iteration 110F: 3 clusters Score -3004180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Entering Unmasked Estep 
Score: -7339116.000000 Penalty: 2737.702393
	Iteration 0F: 2 clusters Score -7339116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -7297238.500000 Penalty: 5475.404785
	Iteration 0F: 3 clusters Score -7297238 nChanged 29049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -7313434.000000 Penalty: 5475.404785
	Iteration 1F: 3 clusters Score -7313434 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -7314015.000000 Penalty: 5475.404785
	Iteration 2Q: 3 clusters Score -7314015 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -7314598.500000 Penalty: 5475.404785
	Iteration 3Q: 3 clusters Score -7314598 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -7315288.500000 Penalty: 5475.404785
	Iteration 4Q: 3 clusters Score -7315288 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -7316181.500000 Penalty: 5475.404785
	Iteration 5Q: 3 clusters Score -7316182 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -7317784.000000 Penalty: 5475.404785
	Iteration 6Q: 3 clusters Score -7317784 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -7320426.000000 Penalty: 5475.404785
	Iteration 7F: 3 clusters Score -7320426 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -7324768.000000 Penalty: 5475.404785
	Iteration 8F: 3 clusters Score -7324768 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -7329804.000000 Penalty: 5475.404785
	Iteration 9F: 3 clusters Score -7329804 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -7333734.000000 Penalty: 5475.404785
	Iteration 10F: 3 clusters Score -7333734 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -7335987.000000 Penalty: 5475.404785
	Iteration 11Q: 3 clusters Score -7335987 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7337095.000000 Penalty: 5475.404785
	Iteration 12Q: 3 clusters Score -7337095 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7337572.500000 Penalty: 5475.404785
	Iteration 13Q: 3 clusters Score -7337572 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7337785.500000 Penalty: 5475.404785
	Iteration 14Q: 3 clusters Score -7337786 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7337884.000000 Penalty: 5475.404785
	Iteration 15Q: 3 clusters Score -7337884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7337939.000000 Penalty: 5475.404785
	Iteration 16Q: 3 clusters Score -7337939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7337954.500000 Penalty: 5475.404785
	Iteration 17Q: 3 clusters Score -7337954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7337961.000000 Penalty: 5475.404785
	Iteration 18Q: 3 clusters Score -7337961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7337979.000000 Penalty: 5475.404785
	Iteration 19Q: 3 clusters Score -7337979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7337992.000000 Penalty: 5475.404785
	Iteration 20F: 3 clusters Score -7337992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7338001.000000 Penalty: 5475.404785
	Iteration 21Q: 3 clusters Score -7338001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7337999.500000 Penalty: 5475.404785
	Iteration 22Q: 3 clusters Score -7338000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7337995.000000 Penalty: 5475.404785
	Iteration 23Q: 3 clusters Score -7337995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7337994.500000 Penalty: 5475.404785
	Iteration 24Q: 3 clusters Score -7337994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7337996.500000 Penalty: 5475.404785
	Iteration 25Q: 3 clusters Score -7337996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7338005.500000 Penalty: 5475.404785
	Iteration 26Q: 3 clusters Score -7338006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7338010.000000 Penalty: 5475.404785
	Iteration 27Q: 3 clusters Score -7338010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7338009.500000 Penalty: 5475.404785
	Iteration 28Q: 3 clusters Score -7338010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7338007.000000 Penalty: 5475.404785
	Iteration 29Q: 3 clusters Score -7338007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7338007.000000 Penalty: 5475.404785
	Iteration 30Q: 3 clusters Score -7338007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7338003.000000 Penalty: 5475.404785
	Iteration 31Q: 3 clusters Score -7338003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7337999.000000 Penalty: 5475.404785
	Iteration 32Q: 3 clusters Score -7337999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7338004.000000 Penalty: 5475.404785
	Iteration 33Q: 3 clusters Score -7338004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7338008.500000 Penalty: 5475.404785
	Iteration 34Q: 3 clusters Score -7338008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7338007.000000 Penalty: 5475.404785
	Iteration 35Q: 3 clusters Score -7338007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7338007.000000 Penalty: 5475.404785
	Iteration 36Q: 3 clusters Score -7338007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7338003.500000 Penalty: 5475.404785
	Iteration 37Q: 3 clusters Score -7338004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7338005.000000 Penalty: 5475.404785
	Iteration 38Q: 3 clusters Score -7338005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7337998.000000 Penalty: 5475.404785
	Iteration 39Q: 3 clusters Score -7337998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7337999.000000 Penalty: 5475.404785
	Iteration 40F: 3 clusters Score -7337999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7337996.000000 Penalty: 5475.404785
	Iteration 41Q: 3 clusters Score -7337996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7337996.000000 Penalty: 5475.404785
	Iteration 42F: 3 clusters Score -7337996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Entering Unmasked Estep 
Score: -2095412.125000 Penalty: 2434.102539
	Iteration 0F: 2 clusters Score -2095412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2082469.375000 Penalty: 4868.205078
	Iteration 0F: 3 clusters Score -2082469 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2086614.000000 Penalty: 4868.205078
	Iteration 1F: 3 clusters Score -2086614 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2087014.750000 Penalty: 4868.205078
	Iteration 2F: 3 clusters Score -2087015 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2087331.000000 Penalty: 4868.205078
	Iteration 3Q: 3 clusters Score -2087331 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2087618.750000 Penalty: 4868.205078
	Iteration 4Q: 3 clusters Score -2087619 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2087868.750000 Penalty: 4868.205078
	Iteration 5Q: 3 clusters Score -2087869 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2088182.500000 Penalty: 4868.205078
	Iteration 6Q: 3 clusters Score -2088182 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2088594.750000 Penalty: 4868.205078
	Iteration 7Q: 3 clusters Score -2088595 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2089061.625000 Penalty: 4868.205078
	Iteration 8Q: 3 clusters Score -2089062 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2089572.500000 Penalty: 4868.205078
	Iteration 9Q: 3 clusters Score -2089572 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2090123.875000 Penalty: 4868.205078
	Iteration 10Q: 3 clusters Score -2090124 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2090712.375000 Penalty: 4868.205078
	Iteration 11Q: 3 clusters Score -2090712 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2091288.000000 Penalty: 4868.205078
	Iteration 12Q: 3 clusters Score -2091288 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2091749.125000 Penalty: 4868.205078
	Iteration 13Q: 3 clusters Score -2091749 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2092112.750000 Penalty: 4868.205078
	Iteration 14Q: 3 clusters Score -2092113 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2092434.125000 Penalty: 4868.205078
	Iteration 15Q: 3 clusters Score -2092434 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2092701.125000 Penalty: 4868.205078
	Iteration 16Q: 3 clusters Score -2092701 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2092883.125000 Penalty: 4868.205078
	Iteration 17Q: 3 clusters Score -2092883 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2093015.750000 Penalty: 4868.205078
	Iteration 18Q: 3 clusters Score -2093016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2093107.250000 Penalty: 4868.205078
	Iteration 19Q: 3 clusters Score -2093107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2093145.000000 Penalty: 4868.205078
	Iteration 20F: 3 clusters Score -2093145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2093173.000000 Penalty: 4868.205078
	Iteration 21Q: 3 clusters Score -2093173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2093199.250000 Penalty: 4868.205078
	Iteration 22Q: 3 clusters Score -2093199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2093226.125000 Penalty: 4868.205078
	Iteration 23Q: 3 clusters Score -2093226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2093241.625000 Penalty: 4868.205078
	Iteration 24Q: 3 clusters Score -2093242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2093262.000000 Penalty: 4868.205078
	Iteration 25Q: 3 clusters Score -2093262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2093283.500000 Penalty: 4868.205078
	Iteration 26Q: 3 clusters Score -2093284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2093301.000000 Penalty: 4868.205078
	Iteration 27Q: 3 clusters Score -2093301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2093316.625000 Penalty: 4868.205078
	Iteration 28Q: 3 clusters Score -2093317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2093325.625000 Penalty: 4868.205078
	Iteration 29Q: 3 clusters Score -2093326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2093331.875000 Penalty: 4868.205078
	Iteration 30Q: 3 clusters Score -2093332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2093336.125000 Penalty: 4868.205078
	Iteration 31Q: 3 clusters Score -2093336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2093339.375000 Penalty: 4868.205078
	Iteration 32Q: 3 clusters Score -2093339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2093342.500000 Penalty: 4868.205078
	Iteration 33Q: 3 clusters Score -2093342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2093342.000000 Penalty: 4868.205078
	Iteration 34Q: 3 clusters Score -2093342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2093342.000000 Penalty: 4868.205078
	Iteration 35F: 3 clusters Score -2093342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Entering Unmasked Estep 
Score: -1061289.625000 Penalty: 2272.095459
	Iteration 0F: 2 clusters Score -1061290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1053909.625000 Penalty: 4544.190918
	Iteration 0F: 3 clusters Score -1053910 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1056141.500000 Penalty: 4544.190918
	Iteration 1F: 3 clusters Score -1056142 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1056571.000000 Penalty: 4544.190918
	Iteration 2F: 3 clusters Score -1056571 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1056950.875000 Penalty: 4544.190918
	Iteration 3F: 3 clusters Score -1056951 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1057286.875000 Penalty: 4544.190918
	Iteration 4F: 3 clusters Score -1057287 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1057573.875000 Penalty: 4544.190918
	Iteration 5Q: 3 clusters Score -1057574 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1057817.250000 Penalty: 4544.190918
	Iteration 6Q: 3 clusters Score -1057817 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1058032.500000 Penalty: 4544.190918
	Iteration 7Q: 3 clusters Score -1058032 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1058228.750000 Penalty: 4544.190918
	Iteration 8Q: 3 clusters Score -1058229 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1058378.375000 Penalty: 4544.190918
	Iteration 9Q: 3 clusters Score -1058378 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1058526.125000 Penalty: 4544.190918
	Iteration 10Q: 3 clusters Score -1058526 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1058680.875000 Penalty: 4544.190918
	Iteration 11Q: 3 clusters Score -1058681 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1058846.625000 Penalty: 4544.190918
	Iteration 12Q: 3 clusters Score -1058847 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1059005.375000 Penalty: 4544.190918
	Iteration 13Q: 3 clusters Score -1059005 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1059165.000000 Penalty: 4544.190918
	Iteration 14Q: 3 clusters Score -1059165 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1059323.875000 Penalty: 4544.190918
	Iteration 15Q: 3 clusters Score -1059324 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1059454.875000 Penalty: 4544.190918
	Iteration 16Q: 3 clusters Score -1059455 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1059577.625000 Penalty: 4544.190918
	Iteration 17Q: 3 clusters Score -1059578 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1059673.125000 Penalty: 4544.190918
	Iteration 18Q: 3 clusters Score -1059673 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1059764.000000 Penalty: 4544.190918
	Iteration 19Q: 3 clusters Score -1059764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1059828.750000 Penalty: 4544.190918
	Iteration 20F: 3 clusters Score -1059829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1059884.000000 Penalty: 4544.190918
	Iteration 21Q: 3 clusters Score -1059884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1059921.375000 Penalty: 4544.190918
	Iteration 22Q: 3 clusters Score -1059921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1059948.000000 Penalty: 4544.190918
	Iteration 23Q: 3 clusters Score -1059948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1059964.875000 Penalty: 4544.190918
	Iteration 24Q: 3 clusters Score -1059965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1059979.500000 Penalty: 4544.190918
	Iteration 25Q: 3 clusters Score -1059980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1059993.000000 Penalty: 4544.190918
	Iteration 26Q: 3 clusters Score -1059993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1060002.000000 Penalty: 4544.190918
	Iteration 27Q: 3 clusters Score -1060002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1060012.500000 Penalty: 4544.190918
	Iteration 28Q: 3 clusters Score -1060012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1060017.000000 Penalty: 4544.190918
	Iteration 29Q: 3 clusters Score -1060017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1060021.625000 Penalty: 4544.190918
	Iteration 30Q: 3 clusters Score -1060022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1060022.750000 Penalty: 4544.190918
	Iteration 31Q: 3 clusters Score -1060023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1060023.000000 Penalty: 4544.190918
	Iteration 32Q: 3 clusters Score -1060023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1060025.625000 Penalty: 4544.190918
	Iteration 33Q: 3 clusters Score -1060026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1060025.250000 Penalty: 4544.190918
	Iteration 34Q: 3 clusters Score -1060025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1060024.375000 Penalty: 4544.190918
	Iteration 35Q: 3 clusters Score -1060024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1060026.875000 Penalty: 4544.190918
	Iteration 36Q: 3 clusters Score -1060027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1060030.625000 Penalty: 4544.190918
	Iteration 37Q: 3 clusters Score -1060031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1060031.500000 Penalty: 4544.190918
	Iteration 38Q: 3 clusters Score -1060032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1060033.875000 Penalty: 4544.190918
	Iteration 39Q: 3 clusters Score -1060034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1060033.875000 Penalty: 4544.190918
	Iteration 40F: 3 clusters Score -1060034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1060033.625000 Penalty: 4544.190918
	Iteration 41Q: 3 clusters Score -1060034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1060034.625000 Penalty: 4544.190918
	Iteration 42Q: 3 clusters Score -1060035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1060035.125000 Penalty: 4544.190918
	Iteration 43Q: 3 clusters Score -1060035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1060035.250000 Penalty: 4544.190918
	Iteration 44Q: 3 clusters Score -1060035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1060035.500000 Penalty: 4544.190918
	Iteration 45Q: 3 clusters Score -1060036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1060036.750000 Penalty: 4544.190918
	Iteration 46Q: 3 clusters Score -1060037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1060041.125000 Penalty: 4544.190918
	Iteration 47Q: 3 clusters Score -1060041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1060042.125000 Penalty: 4544.190918
	Iteration 48Q: 3 clusters Score -1060042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1060043.250000 Penalty: 4544.190918
	Iteration 49Q: 3 clusters Score -1060043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1060042.375000 Penalty: 4544.190918
	Iteration 50Q: 3 clusters Score -1060042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1060042.375000 Penalty: 4544.190918
	Iteration 51Q: 3 clusters Score -1060042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1060045.375000 Penalty: 4544.190918
	Iteration 52Q: 3 clusters Score -1060045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1060045.375000 Penalty: 4544.190918
	Iteration 53F: 3 clusters Score -1060045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Entering Unmasked Estep 
Score: -1196629.625000 Penalty: 2285.943604
	Iteration 0F: 2 clusters Score -1196630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1188945.625000 Penalty: 4571.887207
	Iteration 0F: 3 clusters Score -1188946 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1191330.000000 Penalty: 4571.887207
	Iteration 1F: 3 clusters Score -1191330 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1191732.375000 Penalty: 4571.887207
	Iteration 2F: 3 clusters Score -1191732 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1192039.000000 Penalty: 4571.887207
	Iteration 3F: 3 clusters Score -1192039 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1192289.875000 Penalty: 4571.887207
	Iteration 4Q: 3 clusters Score -1192290 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1192495.250000 Penalty: 4571.887207
	Iteration 5Q: 3 clusters Score -1192495 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1192666.625000 Penalty: 4571.887207
	Iteration 6Q: 3 clusters Score -1192667 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1192813.125000 Penalty: 4571.887207
	Iteration 7Q: 3 clusters Score -1192813 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1192966.125000 Penalty: 4571.887207
	Iteration 8Q: 3 clusters Score -1192966 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1193094.750000 Penalty: 4571.887207
	Iteration 9Q: 3 clusters Score -1193095 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1193204.250000 Penalty: 4571.887207
	Iteration 10Q: 3 clusters Score -1193204 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1193295.375000 Penalty: 4571.887207
	Iteration 11Q: 3 clusters Score -1193295 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1193372.750000 Penalty: 4571.887207
	Iteration 12Q: 3 clusters Score -1193373 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1193432.750000 Penalty: 4571.887207
	Iteration 13Q: 3 clusters Score -1193433 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1193505.250000 Penalty: 4571.887207
	Iteration 14Q: 3 clusters Score -1193505 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1193594.000000 Penalty: 4571.887207
	Iteration 15Q: 3 clusters Score -1193594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1193674.000000 Penalty: 4571.887207
	Iteration 16Q: 3 clusters Score -1193674 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1193754.375000 Penalty: 4571.887207
	Iteration 17Q: 3 clusters Score -1193754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1193830.125000 Penalty: 4571.887207
	Iteration 18Q: 3 clusters Score -1193830 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1193908.625000 Penalty: 4571.887207
	Iteration 19Q: 3 clusters Score -1193909 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1193976.250000 Penalty: 4571.887207
	Iteration 20F: 3 clusters Score -1193976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1194038.125000 Penalty: 4571.887207
	Iteration 21Q: 3 clusters Score -1194038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1194096.125000 Penalty: 4571.887207
	Iteration 22Q: 3 clusters Score -1194096 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1194146.875000 Penalty: 4571.887207
	Iteration 23Q: 3 clusters Score -1194147 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1194189.250000 Penalty: 4571.887207
	Iteration 24Q: 3 clusters Score -1194189 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1194232.625000 Penalty: 4571.887207
	Iteration 25Q: 3 clusters Score -1194233 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1194267.250000 Penalty: 4571.887207
	Iteration 26Q: 3 clusters Score -1194267 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1194297.000000 Penalty: 4571.887207
	Iteration 27Q: 3 clusters Score -1194297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1194322.125000 Penalty: 4571.887207
	Iteration 28Q: 3 clusters Score -1194322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1194344.250000 Penalty: 4571.887207
	Iteration 29Q: 3 clusters Score -1194344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1194366.750000 Penalty: 4571.887207
	Iteration 30Q: 3 clusters Score -1194367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1194382.875000 Penalty: 4571.887207
	Iteration 31Q: 3 clusters Score -1194383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1194396.875000 Penalty: 4571.887207
	Iteration 32Q: 3 clusters Score -1194397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1194406.625000 Penalty: 4571.887207
	Iteration 33Q: 3 clusters Score -1194407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1194416.875000 Penalty: 4571.887207
	Iteration 34Q: 3 clusters Score -1194417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1194423.625000 Penalty: 4571.887207
	Iteration 35Q: 3 clusters Score -1194424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1194433.875000 Penalty: 4571.887207
	Iteration 36Q: 3 clusters Score -1194434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1194437.375000 Penalty: 4571.887207
	Iteration 37Q: 3 clusters Score -1194437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1194441.875000 Penalty: 4571.887207
	Iteration 38Q: 3 clusters Score -1194442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1194446.125000 Penalty: 4571.887207
	Iteration 39Q: 3 clusters Score -1194446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1194450.625000 Penalty: 4571.887207
	Iteration 40F: 3 clusters Score -1194451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1194452.500000 Penalty: 4571.887207
	Iteration 41Q: 3 clusters Score -1194452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1194452.000000 Penalty: 4571.887207
	Iteration 42Q: 3 clusters Score -1194452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1194452.500000 Penalty: 4571.887207
	Iteration 43Q: 3 clusters Score -1194452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1194452.875000 Penalty: 4571.887207
	Iteration 44Q: 3 clusters Score -1194453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1194456.250000 Penalty: 4571.887207
	Iteration 45Q: 3 clusters Score -1194456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1194458.125000 Penalty: 4571.887207
	Iteration 46Q: 3 clusters Score -1194458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1194461.625000 Penalty: 4571.887207
	Iteration 47Q: 3 clusters Score -1194462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1194464.375000 Penalty: 4571.887207
	Iteration 48Q: 3 clusters Score -1194464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1194459.750000 Penalty: 4571.887207
	Iteration 49Q: 3 clusters Score -1194460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1194462.250000 Penalty: 4571.887207
	Iteration 50Q: 3 clusters Score -1194462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1194460.875000 Penalty: 4571.887207
	Iteration 51Q: 3 clusters Score -1194461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1194464.250000 Penalty: 4571.887207
	Iteration 52Q: 3 clusters Score -1194464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1194465.375000 Penalty: 4571.887207
	Iteration 53Q: 3 clusters Score -1194465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1194466.125000 Penalty: 4571.887207
	Iteration 54Q: 3 clusters Score -1194466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1194467.125000 Penalty: 4571.887207
	Iteration 55Q: 3 clusters Score -1194467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1194468.500000 Penalty: 4571.887207
	Iteration 56Q: 3 clusters Score -1194468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1194470.375000 Penalty: 4571.887207
	Iteration 57Q: 3 clusters Score -1194470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1194470.500000 Penalty: 4571.887207
	Iteration 58Q: 3 clusters Score -1194470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1194471.000000 Penalty: 4571.887207
	Iteration 59Q: 3 clusters Score -1194471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1194472.875000 Penalty: 4571.887207
	Iteration 60F: 3 clusters Score -1194473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1194473.125000 Penalty: 4571.887207
	Iteration 61Q: 3 clusters Score -1194473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1194475.000000 Penalty: 4571.887207
	Iteration 62Q: 3 clusters Score -1194475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1194475.250000 Penalty: 4571.887207
	Iteration 63Q: 3 clusters Score -1194475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1194475.125000 Penalty: 4571.887207
	Iteration 64Q: 3 clusters Score -1194475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1194478.500000 Penalty: 4571.887207
	Iteration 65Q: 3 clusters Score -1194478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1194480.375000 Penalty: 4571.887207
	Iteration 66Q: 3 clusters Score -1194480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1194475.000000 Penalty: 4571.887207
	Iteration 67Q: 3 clusters Score -1194475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1194480.625000 Penalty: 4571.887207
	Iteration 68Q: 3 clusters Score -1194481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1194482.125000 Penalty: 4571.887207
	Iteration 69Q: 3 clusters Score -1194482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1194481.125000 Penalty: 4571.887207
	Iteration 70Q: 3 clusters Score -1194481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1194485.500000 Penalty: 4571.887207
	Iteration 71Q: 3 clusters Score -1194486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1194484.625000 Penalty: 4571.887207
	Iteration 72Q: 3 clusters Score -1194485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1194484.125000 Penalty: 4571.887207
	Iteration 73Q: 3 clusters Score -1194484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1194484.375000 Penalty: 4571.887207
	Iteration 74Q: 3 clusters Score -1194484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1194485.375000 Penalty: 4571.887207
	Iteration 75Q: 3 clusters Score -1194485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1194485.375000 Penalty: 4571.887207
	Iteration 76F: 3 clusters Score -1194485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Entering Unmasked Estep 
Score: -1373554.625000 Penalty: 2329.483643
	Iteration 0F: 2 clusters Score -1373555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1364558.250000 Penalty: 4658.967285
	Iteration 0F: 3 clusters Score -1364558 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1367274.625000 Penalty: 4658.967285
	Iteration 1F: 3 clusters Score -1367275 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1367672.750000 Penalty: 4658.967285
	Iteration 2F: 3 clusters Score -1367673 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1367999.125000 Penalty: 4658.967285
	Iteration 3F: 3 clusters Score -1367999 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1368280.125000 Penalty: 4658.967285
	Iteration 4Q: 3 clusters Score -1368280 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1368553.500000 Penalty: 4658.967285
	Iteration 5Q: 3 clusters Score -1368554 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1368838.000000 Penalty: 4658.967285
	Iteration 6Q: 3 clusters Score -1368838 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1369122.125000 Penalty: 4658.967285
	Iteration 7Q: 3 clusters Score -1369122 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1369353.500000 Penalty: 4658.967285
	Iteration 8Q: 3 clusters Score -1369354 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1369596.125000 Penalty: 4658.967285
	Iteration 9Q: 3 clusters Score -1369596 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1369827.500000 Penalty: 4658.967285
	Iteration 10Q: 3 clusters Score -1369828 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1370040.500000 Penalty: 4658.967285
	Iteration 11Q: 3 clusters Score -1370040 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1370243.500000 Penalty: 4658.967285
	Iteration 12Q: 3 clusters Score -1370244 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1370438.750000 Penalty: 4658.967285
	Iteration 13Q: 3 clusters Score -1370439 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1370620.125000 Penalty: 4658.967285
	Iteration 14Q: 3 clusters Score -1370620 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1370776.125000 Penalty: 4658.967285
	Iteration 15Q: 3 clusters Score -1370776 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1370905.125000 Penalty: 4658.967285
	Iteration 16Q: 3 clusters Score -1370905 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1371009.625000 Penalty: 4658.967285
	Iteration 17Q: 3 clusters Score -1371010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1371107.250000 Penalty: 4658.967285
	Iteration 18Q: 3 clusters Score -1371107 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1371201.500000 Penalty: 4658.967285
	Iteration 19Q: 3 clusters Score -1371202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1371287.625000 Penalty: 4658.967285
	Iteration 20F: 3 clusters Score -1371288 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1371351.625000 Penalty: 4658.967285
	Iteration 21Q: 3 clusters Score -1371352 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1371406.625000 Penalty: 4658.967285
	Iteration 22Q: 3 clusters Score -1371407 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1371462.000000 Penalty: 4658.967285
	Iteration 23Q: 3 clusters Score -1371462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1371504.625000 Penalty: 4658.967285
	Iteration 24Q: 3 clusters Score -1371505 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1371567.000000 Penalty: 4658.967285
	Iteration 25Q: 3 clusters Score -1371567 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1371622.125000 Penalty: 4658.967285
	Iteration 26Q: 3 clusters Score -1371622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1371667.375000 Penalty: 4658.967285
	Iteration 27Q: 3 clusters Score -1371667 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1371712.625000 Penalty: 4658.967285
	Iteration 28Q: 3 clusters Score -1371713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1371768.375000 Penalty: 4658.967285
	Iteration 29Q: 3 clusters Score -1371768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1371825.125000 Penalty: 4658.967285
	Iteration 30Q: 3 clusters Score -1371825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1371880.375000 Penalty: 4658.967285
	Iteration 31Q: 3 clusters Score -1371880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1371944.125000 Penalty: 4658.967285
	Iteration 32Q: 3 clusters Score -1371944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1371991.750000 Penalty: 4658.967285
	Iteration 33Q: 3 clusters Score -1371992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1372020.750000 Penalty: 4658.967285
	Iteration 34Q: 3 clusters Score -1372021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1372033.625000 Penalty: 4658.967285
	Iteration 35Q: 3 clusters Score -1372034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1372045.375000 Penalty: 4658.967285
	Iteration 36Q: 3 clusters Score -1372045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1372053.125000 Penalty: 4658.967285
	Iteration 37Q: 3 clusters Score -1372053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1372063.000000 Penalty: 4658.967285
	Iteration 38Q: 3 clusters Score -1372063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1372067.625000 Penalty: 4658.967285
	Iteration 39Q: 3 clusters Score -1372068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1372076.625000 Penalty: 4658.967285
	Iteration 40F: 3 clusters Score -1372077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1372083.625000 Penalty: 4658.967285
	Iteration 41Q: 3 clusters Score -1372084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1372086.375000 Penalty: 4658.967285
	Iteration 42Q: 3 clusters Score -1372086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1372089.875000 Penalty: 4658.967285
	Iteration 43Q: 3 clusters Score -1372090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1372093.000000 Penalty: 4658.967285
	Iteration 44Q: 3 clusters Score -1372093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1372095.750000 Penalty: 4658.967285
	Iteration 45Q: 3 clusters Score -1372096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1372099.875000 Penalty: 4658.967285
	Iteration 46Q: 3 clusters Score -1372100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1372101.500000 Penalty: 4658.967285
	Iteration 47Q: 3 clusters Score -1372102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1372102.875000 Penalty: 4658.967285
	Iteration 48Q: 3 clusters Score -1372103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1372105.500000 Penalty: 4658.967285
	Iteration 49Q: 3 clusters Score -1372106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1372108.750000 Penalty: 4658.967285
	Iteration 50Q: 3 clusters Score -1372109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1372109.375000 Penalty: 4658.967285
	Iteration 51Q: 3 clusters Score -1372109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1372112.875000 Penalty: 4658.967285
	Iteration 52Q: 3 clusters Score -1372113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1372118.000000 Penalty: 4658.967285
	Iteration 53Q: 3 clusters Score -1372118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1372119.750000 Penalty: 4658.967285
	Iteration 54Q: 3 clusters Score -1372120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1372116.750000 Penalty: 4658.967285
	Iteration 55Q: 3 clusters Score -1372117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1372119.000000 Penalty: 4658.967285
	Iteration 56Q: 3 clusters Score -1372119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1372121.250000 Penalty: 4658.967285
	Iteration 57Q: 3 clusters Score -1372121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1372120.750000 Penalty: 4658.967285
	Iteration 58Q: 3 clusters Score -1372121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1372122.625000 Penalty: 4658.967285
	Iteration 59Q: 3 clusters Score -1372123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1372123.125000 Penalty: 4658.967285
	Iteration 60F: 3 clusters Score -1372123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1372123.500000 Penalty: 4658.967285
	Iteration 61Q: 3 clusters Score -1372124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1372123.125000 Penalty: 4658.967285
	Iteration 62Q: 3 clusters Score -1372123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1372125.125000 Penalty: 4658.967285
	Iteration 63Q: 3 clusters Score -1372125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1372130.250000 Penalty: 4658.967285
	Iteration 64Q: 3 clusters Score -1372130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1372129.750000 Penalty: 4658.967285
	Iteration 65Q: 3 clusters Score -1372130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1372129.000000 Penalty: 4658.967285
	Iteration 66Q: 3 clusters Score -1372129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1372129.625000 Penalty: 4658.967285
	Iteration 67Q: 3 clusters Score -1372130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1372131.750000 Penalty: 4658.967285
	Iteration 68Q: 3 clusters Score -1372132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1372133.000000 Penalty: 4658.967285
	Iteration 69Q: 3 clusters Score -1372133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1372133.000000 Penalty: 4658.967285
	Iteration 70F: 3 clusters Score -1372133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Entering Unmasked Estep 
Score: -1338292.000000 Penalty: 2326.323486
	Iteration 0F: 2 clusters Score -1338292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1329461.750000 Penalty: 4652.646973
	Iteration 0F: 3 clusters Score -1329462 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1332132.000000 Penalty: 4652.646973
	Iteration 1F: 3 clusters Score -1332132 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1332490.125000 Penalty: 4652.646973
	Iteration 2F: 3 clusters Score -1332490 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1332829.000000 Penalty: 4652.646973
	Iteration 3F: 3 clusters Score -1332829 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1333119.625000 Penalty: 4652.646973
	Iteration 4F: 3 clusters Score -1333120 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1333413.250000 Penalty: 4652.646973
	Iteration 5Q: 3 clusters Score -1333413 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1333734.750000 Penalty: 4652.646973
	Iteration 6Q: 3 clusters Score -1333735 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1334084.125000 Penalty: 4652.646973
	Iteration 7Q: 3 clusters Score -1334084 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1334474.250000 Penalty: 4652.646973
	Iteration 8Q: 3 clusters Score -1334474 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1334839.125000 Penalty: 4652.646973
	Iteration 9Q: 3 clusters Score -1334839 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1335153.250000 Penalty: 4652.646973
	Iteration 10Q: 3 clusters Score -1335153 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1335392.125000 Penalty: 4652.646973
	Iteration 11Q: 3 clusters Score -1335392 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1335567.250000 Penalty: 4652.646973
	Iteration 12Q: 3 clusters Score -1335567 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1335686.375000 Penalty: 4652.646973
	Iteration 13Q: 3 clusters Score -1335686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1335778.000000 Penalty: 4652.646973
	Iteration 14Q: 3 clusters Score -1335778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1335869.625000 Penalty: 4652.646973
	Iteration 15Q: 3 clusters Score -1335870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1335948.500000 Penalty: 4652.646973
	Iteration 16Q: 3 clusters Score -1335948 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1336023.500000 Penalty: 4652.646973
	Iteration 17Q: 3 clusters Score -1336024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1336088.000000 Penalty: 4652.646973
	Iteration 18Q: 3 clusters Score -1336088 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1336138.625000 Penalty: 4652.646973
	Iteration 19Q: 3 clusters Score -1336139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1336183.375000 Penalty: 4652.646973
	Iteration 20F: 3 clusters Score -1336183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1336225.000000 Penalty: 4652.646973
	Iteration 21Q: 3 clusters Score -1336225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1336258.250000 Penalty: 4652.646973
	Iteration 22Q: 3 clusters Score -1336258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1336277.375000 Penalty: 4652.646973
	Iteration 23Q: 3 clusters Score -1336277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1336302.500000 Penalty: 4652.646973
	Iteration 24Q: 3 clusters Score -1336302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1336327.250000 Penalty: 4652.646973
	Iteration 25Q: 3 clusters Score -1336327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1336349.875000 Penalty: 4652.646973
	Iteration 26Q: 3 clusters Score -1336350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1336372.500000 Penalty: 4652.646973
	Iteration 27Q: 3 clusters Score -1336372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1336395.625000 Penalty: 4652.646973
	Iteration 28Q: 3 clusters Score -1336396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1336409.625000 Penalty: 4652.646973
	Iteration 29Q: 3 clusters Score -1336410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1336415.625000 Penalty: 4652.646973
	Iteration 30Q: 3 clusters Score -1336416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1336423.500000 Penalty: 4652.646973
	Iteration 31Q: 3 clusters Score -1336424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1336437.000000 Penalty: 4652.646973
	Iteration 32Q: 3 clusters Score -1336437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1336442.500000 Penalty: 4652.646973
	Iteration 33Q: 3 clusters Score -1336442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1336449.125000 Penalty: 4652.646973
	Iteration 34Q: 3 clusters Score -1336449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1336456.125000 Penalty: 4652.646973
	Iteration 35Q: 3 clusters Score -1336456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1336463.000000 Penalty: 4652.646973
	Iteration 36Q: 3 clusters Score -1336463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1336460.000000 Penalty: 4652.646973
	Iteration 37Q: 3 clusters Score -1336460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1336460.375000 Penalty: 4652.646973
	Iteration 38Q: 3 clusters Score -1336460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1336460.375000 Penalty: 4652.646973
	Iteration 39Q: 3 clusters Score -1336460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1336460.125000 Penalty: 4652.646973
	Iteration 40F: 3 clusters Score -1336460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1336462.000000 Penalty: 4652.646973
	Iteration 41Q: 3 clusters Score -1336462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1336463.250000 Penalty: 4652.646973
	Iteration 42Q: 3 clusters Score -1336463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1336463.750000 Penalty: 4652.646973
	Iteration 43Q: 3 clusters Score -1336464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1336463.750000 Penalty: 4652.646973
	Iteration 44F: 3 clusters Score -1336464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -62667.910156 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -62667.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61065.082031 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61065.08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61252.375000 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61252.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61334.402344 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -61334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61361.046875 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -61361.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61386.816406 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -61386.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61404.191406 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -61404.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61423.218750 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -61423.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61426.406250 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -61426.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61428.828125 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -61428.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61430.195312 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -61430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61430.195312 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -61430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Entering Unmasked Estep 
Score: -1153983.250000 Penalty: 2289.318604
	Iteration 0F: 2 clusters Score -1153983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1146230.500000 Penalty: 4578.637207
	Iteration 0F: 3 clusters Score -1146230 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1148466.625000 Penalty: 4578.637207
	Iteration 1F: 3 clusters Score -1148467 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1148737.500000 Penalty: 4578.637207
	Iteration 2F: 3 clusters Score -1148738 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1148929.250000 Penalty: 4578.637207
	Iteration 3Q: 3 clusters Score -1148929 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1149098.750000 Penalty: 4578.637207
	Iteration 4Q: 3 clusters Score -1149099 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1149245.375000 Penalty: 4578.637207
	Iteration 5Q: 3 clusters Score -1149245 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1149365.125000 Penalty: 4578.637207
	Iteration 6Q: 3 clusters Score -1149365 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1149459.375000 Penalty: 4578.637207
	Iteration 7Q: 3 clusters Score -1149459 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1149535.750000 Penalty: 4578.637207
	Iteration 8Q: 3 clusters Score -1149536 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1149604.000000 Penalty: 4578.637207
	Iteration 9Q: 3 clusters Score -1149604 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1149667.500000 Penalty: 4578.637207
	Iteration 10Q: 3 clusters Score -1149668 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1149725.250000 Penalty: 4578.637207
	Iteration 11Q: 3 clusters Score -1149725 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1149799.750000 Penalty: 4578.637207
	Iteration 12Q: 3 clusters Score -1149800 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1149862.000000 Penalty: 4578.637207
	Iteration 13Q: 3 clusters Score -1149862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1149935.125000 Penalty: 4578.637207
	Iteration 14Q: 3 clusters Score -1149935 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1150011.875000 Penalty: 4578.637207
	Iteration 15Q: 3 clusters Score -1150012 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1150098.250000 Penalty: 4578.637207
	Iteration 16Q: 3 clusters Score -1150098 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1150186.875000 Penalty: 4578.637207
	Iteration 17Q: 3 clusters Score -1150187 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1150284.375000 Penalty: 4578.637207
	Iteration 18Q: 3 clusters Score -1150284 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1150423.125000 Penalty: 4578.637207
	Iteration 19Q: 3 clusters Score -1150423 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1150581.625000 Penalty: 4578.637207
	Iteration 20F: 3 clusters Score -1150582 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1150748.750000 Penalty: 4578.637207
	Iteration 21Q: 3 clusters Score -1150749 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1150954.625000 Penalty: 4578.637207
	Iteration 22Q: 3 clusters Score -1150955 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1151142.750000 Penalty: 4578.637207
	Iteration 23Q: 3 clusters Score -1151143 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1151322.000000 Penalty: 4578.637207
	Iteration 24Q: 3 clusters Score -1151322 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1151485.500000 Penalty: 4578.637207
	Iteration 25Q: 3 clusters Score -1151486 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1151637.625000 Penalty: 4578.637207
	Iteration 26Q: 3 clusters Score -1151638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1151763.125000 Penalty: 4578.637207
	Iteration 27Q: 3 clusters Score -1151763 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1151861.125000 Penalty: 4578.637207
	Iteration 28Q: 3 clusters Score -1151861 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1151932.000000 Penalty: 4578.637207
	Iteration 29Q: 3 clusters Score -1151932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1151977.250000 Penalty: 4578.637207
	Iteration 30Q: 3 clusters Score -1151977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1152017.625000 Penalty: 4578.637207
	Iteration 31Q: 3 clusters Score -1152018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1152045.750000 Penalty: 4578.637207
	Iteration 32Q: 3 clusters Score -1152046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1152071.375000 Penalty: 4578.637207
	Iteration 33Q: 3 clusters Score -1152071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1152085.375000 Penalty: 4578.637207
	Iteration 34Q: 3 clusters Score -1152085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1152106.625000 Penalty: 4578.637207
	Iteration 35Q: 3 clusters Score -1152107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1152120.625000 Penalty: 4578.637207
	Iteration 36Q: 3 clusters Score -1152121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1152135.000000 Penalty: 4578.637207
	Iteration 37Q: 3 clusters Score -1152135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1152142.125000 Penalty: 4578.637207
	Iteration 38Q: 3 clusters Score -1152142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1152147.875000 Penalty: 4578.637207
	Iteration 39Q: 3 clusters Score -1152148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1152152.750000 Penalty: 4578.637207
	Iteration 40F: 3 clusters Score -1152153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1152157.125000 Penalty: 4578.637207
	Iteration 41Q: 3 clusters Score -1152157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1152156.125000 Penalty: 4578.637207
	Iteration 42Q: 3 clusters Score -1152156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1152156.125000 Penalty: 4578.637207
	Iteration 43F: 3 clusters Score -1152156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Entering Unmasked Estep 
Score: -8878700.000000 Penalty: 2777.618896
	Iteration 0F: 2 clusters Score -8878700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -8829570.000000 Penalty: 5555.237793
	Iteration 0F: 3 clusters Score -8829570 nChanged 34387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8849201.000000 Penalty: 5555.237793
	Iteration 1F: 3 clusters Score -8849201 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -8850068.000000 Penalty: 5555.237793
	Iteration 2Q: 3 clusters Score -8850068 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -8851004.000000 Penalty: 5555.237793
	Iteration 3Q: 3 clusters Score -8851004 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -8852279.000000 Penalty: 5555.237793
	Iteration 4Q: 3 clusters Score -8852279 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -8853982.000000 Penalty: 5555.237793
	Iteration 5Q: 3 clusters Score -8853982 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -8856306.000000 Penalty: 5555.237793
	Iteration 6F: 3 clusters Score -8856306 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -8859460.000000 Penalty: 5555.237793
	Iteration 7F: 3 clusters Score -8859460 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -8863099.000000 Penalty: 5555.237793
	Iteration 8F: 3 clusters Score -8863099 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -8865869.000000 Penalty: 5555.237793
	Iteration 9F: 3 clusters Score -8865869 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -8867243.000000 Penalty: 5555.237793
	Iteration 10Q: 3 clusters Score -8867243 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -8867843.000000 Penalty: 5555.237793
	Iteration 11Q: 3 clusters Score -8867843 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -8868181.000000 Penalty: 5555.237793
	Iteration 12Q: 3 clusters Score -8868181 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -8868375.000000 Penalty: 5555.237793
	Iteration 13Q: 3 clusters Score -8868375 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -8868592.000000 Penalty: 5555.237793
	Iteration 14Q: 3 clusters Score -8868592 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -8868802.000000 Penalty: 5555.237793
	Iteration 15Q: 3 clusters Score -8868802 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -8868952.000000 Penalty: 5555.237793
	Iteration 16Q: 3 clusters Score -8868952 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -8869134.000000 Penalty: 5555.237793
	Iteration 17Q: 3 clusters Score -8869134 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -8869286.000000 Penalty: 5555.237793
	Iteration 18Q: 3 clusters Score -8869286 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -8869473.000000 Penalty: 5555.237793
	Iteration 19Q: 3 clusters Score -8869473 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -8869640.000000 Penalty: 5555.237793
	Iteration 20F: 3 clusters Score -8869640 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8869737.000000 Penalty: 5555.237793
	Iteration 21Q: 3 clusters Score -8869737 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -8869820.000000 Penalty: 5555.237793
	Iteration 22Q: 3 clusters Score -8869820 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8869891.000000 Penalty: 5555.237793
	Iteration 23Q: 3 clusters Score -8869891 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8869961.000000 Penalty: 5555.237793
	Iteration 24Q: 3 clusters Score -8869961 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -8870047.000000 Penalty: 5555.237793
	Iteration 25Q: 3 clusters Score -8870047 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -8870104.000000 Penalty: 5555.237793
	Iteration 26Q: 3 clusters Score -8870104 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -8870148.000000 Penalty: 5555.237793
	Iteration 27Q: 3 clusters Score -8870148 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -8870178.000000 Penalty: 5555.237793
	Iteration 28Q: 3 clusters Score -8870178 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -8870190.000000 Penalty: 5555.237793
	Iteration 29Q: 3 clusters Score -8870190 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -8870218.000000 Penalty: 5555.237793
	Iteration 30Q: 3 clusters Score -8870218 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -8870266.000000 Penalty: 5555.237793
	Iteration 31Q: 3 clusters Score -8870266 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -8870311.000000 Penalty: 5555.237793
	Iteration 32Q: 3 clusters Score -8870311 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -8870362.000000 Penalty: 5555.237793
	Iteration 33Q: 3 clusters Score -8870362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -8870357.000000 Penalty: 5555.237793
	Iteration 34Q: 3 clusters Score -8870357 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -8870353.000000 Penalty: 5555.237793
	Iteration 35Q: 3 clusters Score -8870353 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -8870350.000000 Penalty: 5555.237793
	Iteration 36Q: 3 clusters Score -8870350 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -8870370.000000 Penalty: 5555.237793
	Iteration 37Q: 3 clusters Score -8870370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -8870372.000000 Penalty: 5555.237793
	Iteration 38Q: 3 clusters Score -8870372 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -8870399.000000 Penalty: 5555.237793
	Iteration 39Q: 3 clusters Score -8870399 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -8870419.000000 Penalty: 5555.237793
	Iteration 40F: 3 clusters Score -8870419 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -8870426.000000 Penalty: 5555.237793
	Iteration 41Q: 3 clusters Score -8870426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -8870433.000000 Penalty: 5555.237793
	Iteration 42Q: 3 clusters Score -8870433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -8870416.000000 Penalty: 5555.237793
	Iteration 43Q: 3 clusters Score -8870416 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8870463.000000 Penalty: 5555.237793
	Iteration 44Q: 3 clusters Score -8870463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -8870461.000000 Penalty: 5555.237793
	Iteration 45Q: 3 clusters Score -8870461 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -8870478.000000 Penalty: 5555.237793
	Iteration 46Q: 3 clusters Score -8870478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -8870459.000000 Penalty: 5555.237793
	Iteration 47Q: 3 clusters Score -8870459 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8870473.000000 Penalty: 5555.237793
	Iteration 48Q: 3 clusters Score -8870473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -8870485.000000 Penalty: 5555.237793
	Iteration 49Q: 3 clusters Score -8870485 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -8870493.000000 Penalty: 5555.237793
	Iteration 50Q: 3 clusters Score -8870493 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -8870493.000000 Penalty: 5555.237793
	Iteration 51Q: 3 clusters Score -8870493 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -8870480.000000 Penalty: 5555.237793
	Iteration 52Q: 3 clusters Score -8870480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -8870463.000000 Penalty: 5555.237793
	Iteration 53Q: 3 clusters Score -8870463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -8870462.000000 Penalty: 5555.237793
	Iteration 54Q: 3 clusters Score -8870462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -8870452.000000 Penalty: 5555.237793
	Iteration 55Q: 3 clusters Score -8870452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -8870478.000000 Penalty: 5555.237793
	Iteration 56Q: 3 clusters Score -8870478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -8870478.000000 Penalty: 5555.237793
	Iteration 57Q: 3 clusters Score -8870478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -8870485.000000 Penalty: 5555.237793
	Iteration 58Q: 3 clusters Score -8870485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -8870471.000000 Penalty: 5555.237793
	Iteration 59Q: 3 clusters Score -8870471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -8870487.000000 Penalty: 5555.237793
	Iteration 60F: 3 clusters Score -8870487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -8870484.000000 Penalty: 5555.237793
	Iteration 61Q: 3 clusters Score -8870484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -8870479.000000 Penalty: 5555.237793
	Iteration 62Q: 3 clusters Score -8870479 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -8870487.000000 Penalty: 5555.237793
	Iteration 63Q: 3 clusters Score -8870487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -8870498.000000 Penalty: 5555.237793
	Iteration 64Q: 3 clusters Score -8870498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -8870508.000000 Penalty: 5555.237793
	Iteration 65Q: 3 clusters Score -8870508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -8870523.000000 Penalty: 5555.237793
	Iteration 66Q: 3 clusters Score -8870523 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -8870520.000000 Penalty: 5555.237793
	Iteration 67Q: 3 clusters Score -8870520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -8870521.000000 Penalty: 5555.237793
	Iteration 68Q: 3 clusters Score -8870521 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -8870523.000000 Penalty: 5555.237793
	Iteration 69Q: 3 clusters Score -8870523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -8870539.000000 Penalty: 5555.237793
	Iteration 70Q: 3 clusters Score -8870539 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -8870543.000000 Penalty: 5555.237793
	Iteration 71Q: 3 clusters Score -8870543 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -8870527.000000 Penalty: 5555.237793
	Iteration 72Q: 3 clusters Score -8870527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -8870538.000000 Penalty: 5555.237793
	Iteration 73Q: 3 clusters Score -8870538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -8870558.000000 Penalty: 5555.237793
	Iteration 74Q: 3 clusters Score -8870558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -8870578.000000 Penalty: 5555.237793
	Iteration 75Q: 3 clusters Score -8870578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -8870597.000000 Penalty: 5555.237793
	Iteration 76Q: 3 clusters Score -8870597 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8870588.000000 Penalty: 5555.237793
	Iteration 77Q: 3 clusters Score -8870588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8870587.000000 Penalty: 5555.237793
	Iteration 78Q: 3 clusters Score -8870587 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -8870598.000000 Penalty: 5555.237793
	Iteration 79Q: 3 clusters Score -8870598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -8870600.000000 Penalty: 5555.237793
	Iteration 80F: 3 clusters Score -8870600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -8870615.000000 Penalty: 5555.237793
	Iteration 81Q: 3 clusters Score -8870615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8870616.000000 Penalty: 5555.237793
	Iteration 82Q: 3 clusters Score -8870616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -8870611.000000 Penalty: 5555.237793
	Iteration 83Q: 3 clusters Score -8870611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -8870621.000000 Penalty: 5555.237793
	Iteration 84Q: 3 clusters Score -8870621 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8870618.000000 Penalty: 5555.237793
	Iteration 85Q: 3 clusters Score -8870618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -8870622.000000 Penalty: 5555.237793
	Iteration 86Q: 3 clusters Score -8870622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -8870621.000000 Penalty: 5555.237793
	Iteration 87Q: 3 clusters Score -8870621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -8870617.000000 Penalty: 5555.237793
	Iteration 88Q: 3 clusters Score -8870617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -8870645.000000 Penalty: 5555.237793
	Iteration 89Q: 3 clusters Score -8870645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -8870649.000000 Penalty: 5555.237793
	Iteration 90Q: 3 clusters Score -8870649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -8870650.000000 Penalty: 5555.237793
	Iteration 91Q: 3 clusters Score -8870650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -8870653.000000 Penalty: 5555.237793
	Iteration 92Q: 3 clusters Score -8870653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -8870646.000000 Penalty: 5555.237793
	Iteration 93Q: 3 clusters Score -8870646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8870643.000000 Penalty: 5555.237793
	Iteration 94Q: 3 clusters Score -8870643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -8870657.000000 Penalty: 5555.237793
	Iteration 95Q: 3 clusters Score -8870657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8870648.000000 Penalty: 5555.237793
	Iteration 96Q: 3 clusters Score -8870648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8870661.000000 Penalty: 5555.237793
	Iteration 97Q: 3 clusters Score -8870661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -8870668.000000 Penalty: 5555.237793
	Iteration 98Q: 3 clusters Score -8870668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -8870665.000000 Penalty: 5555.237793
	Iteration 99Q: 3 clusters Score -8870665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -8870655.000000 Penalty: 5555.237793
	Iteration 100F: 3 clusters Score -8870655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -8870662.000000 Penalty: 5555.237793
	Iteration 101Q: 3 clusters Score -8870662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -8870669.000000 Penalty: 5555.237793
	Iteration 102Q: 3 clusters Score -8870669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8870668.000000 Penalty: 5555.237793
	Iteration 103Q: 3 clusters Score -8870668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8870661.000000 Penalty: 5555.237793
	Iteration 104Q: 3 clusters Score -8870661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -8870665.000000 Penalty: 5555.237793
	Iteration 105Q: 3 clusters Score -8870665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -8870659.000000 Penalty: 5555.237793
	Iteration 106Q: 3 clusters Score -8870659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -8870670.000000 Penalty: 5555.237793
	Iteration 107Q: 3 clusters Score -8870670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -8870650.000000 Penalty: 5555.237793
	Iteration 108Q: 3 clusters Score -8870650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -8870652.000000 Penalty: 5555.237793
	Iteration 109Q: 3 clusters Score -8870652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -8870664.000000 Penalty: 5555.237793
	Iteration 110Q: 3 clusters Score -8870664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -8870659.000000 Penalty: 5555.237793
	Iteration 111Q: 3 clusters Score -8870659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8870654.000000 Penalty: 5555.237793
	Iteration 112Q: 3 clusters Score -8870654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -8870664.000000 Penalty: 5555.237793
	Iteration 113Q: 3 clusters Score -8870664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8870674.000000 Penalty: 5555.237793
	Iteration 114Q: 3 clusters Score -8870674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -8870675.000000 Penalty: 5555.237793
	Iteration 115Q: 3 clusters Score -8870675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8870656.000000 Penalty: 5555.237793
	Iteration 116Q: 3 clusters Score -8870656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -8870664.000000 Penalty: 5555.237793
	Iteration 117Q: 3 clusters Score -8870664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8870649.000000 Penalty: 5555.237793
	Iteration 118Q: 3 clusters Score -8870649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8870657.000000 Penalty: 5555.237793
	Iteration 119Q: 3 clusters Score -8870657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -8870653.000000 Penalty: 5555.237793
	Iteration 120F: 3 clusters Score -8870653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -8870653.000000 Penalty: 5555.237793
	Iteration 121Q: 3 clusters Score -8870653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -8870664.000000 Penalty: 5555.237793
	Iteration 122Q: 3 clusters Score -8870664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8870664.000000 Penalty: 5555.237793
	Iteration 123Q: 3 clusters Score -8870664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -8870668.000000 Penalty: 5555.237793
	Iteration 124Q: 3 clusters Score -8870668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8870665.000000 Penalty: 5555.237793
	Iteration 125Q: 3 clusters Score -8870665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8870650.000000 Penalty: 5555.237793
	Iteration 126Q: 3 clusters Score -8870650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8870650.000000 Penalty: 5555.237793
	Iteration 127Q: 3 clusters Score -8870650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8870641.000000 Penalty: 5555.237793
	Iteration 128Q: 3 clusters Score -8870641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8870633.000000 Penalty: 5555.237793
	Iteration 129Q: 3 clusters Score -8870633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8870623.000000 Penalty: 5555.237793
	Iteration 130Q: 3 clusters Score -8870623 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8870633.000000 Penalty: 5555.237793
	Iteration 131Q: 3 clusters Score -8870633 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8870667.000000 Penalty: 5555.237793
	Iteration 132Q: 3 clusters Score -8870667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -8870670.000000 Penalty: 5555.237793
	Iteration 133Q: 3 clusters Score -8870670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -8870660.000000 Penalty: 5555.237793
	Iteration 134Q: 3 clusters Score -8870660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -8870669.000000 Penalty: 5555.237793
	Iteration 135Q: 3 clusters Score -8870669 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -8870664.000000 Penalty: 5555.237793
	Iteration 136Q: 3 clusters Score -8870664 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8870693.000000 Penalty: 5555.237793
	Iteration 137Q: 3 clusters Score -8870693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -8870698.000000 Penalty: 5555.237793
	Iteration 138Q: 3 clusters Score -8870698 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8870699.000000 Penalty: 5555.237793
	Iteration 139Q: 3 clusters Score -8870699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -8870718.000000 Penalty: 5555.237793
	Iteration 140F: 3 clusters Score -8870718 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8870710.000000 Penalty: 5555.237793
	Iteration 141Q: 3 clusters Score -8870710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8870722.000000 Penalty: 5555.237793
	Iteration 142Q: 3 clusters Score -8870722 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -8870730.000000 Penalty: 5555.237793
	Iteration 143Q: 3 clusters Score -8870730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8870739.000000 Penalty: 5555.237793
	Iteration 144Q: 3 clusters Score -8870739 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8870745.000000 Penalty: 5555.237793
	Iteration 145Q: 3 clusters Score -8870745 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8870761.000000 Penalty: 5555.237793
	Iteration 146Q: 3 clusters Score -8870761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -8870760.000000 Penalty: 5555.237793
	Iteration 147Q: 3 clusters Score -8870760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8870779.000000 Penalty: 5555.237793
	Iteration 148Q: 3 clusters Score -8870779 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8870784.000000 Penalty: 5555.237793
	Iteration 149Q: 3 clusters Score -8870784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8870777.000000 Penalty: 5555.237793
	Iteration 150Q: 3 clusters Score -8870777 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8870805.000000 Penalty: 5555.237793
	Iteration 151Q: 3 clusters Score -8870805 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8870813.000000 Penalty: 5555.237793
	Iteration 152Q: 3 clusters Score -8870813 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8870818.000000 Penalty: 5555.237793
	Iteration 153Q: 3 clusters Score -8870818 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8870809.000000 Penalty: 5555.237793
	Iteration 154Q: 3 clusters Score -8870809 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8870820.000000 Penalty: 5555.237793
	Iteration 155Q: 3 clusters Score -8870820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8870840.000000 Penalty: 5555.237793
	Iteration 156Q: 3 clusters Score -8870840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -8870843.000000 Penalty: 5555.237793
	Iteration 157Q: 3 clusters Score -8870843 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8870855.000000 Penalty: 5555.237793
	Iteration 158Q: 3 clusters Score -8870855 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8870854.000000 Penalty: 5555.237793
	Iteration 159Q: 3 clusters Score -8870854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8870869.000000 Penalty: 5555.237793
	Iteration 160F: 3 clusters Score -8870869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -8870859.000000 Penalty: 5555.237793
	Iteration 161Q: 3 clusters Score -8870859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8870867.000000 Penalty: 5555.237793
	Iteration 162Q: 3 clusters Score -8870867 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8870873.000000 Penalty: 5555.237793
	Iteration 163Q: 3 clusters Score -8870873 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8870855.000000 Penalty: 5555.237793
	Iteration 164Q: 3 clusters Score -8870855 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -8870853.000000 Penalty: 5555.237793
	Iteration 165Q: 3 clusters Score -8870853 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8870865.000000 Penalty: 5555.237793
	Iteration 166Q: 3 clusters Score -8870865 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8870888.000000 Penalty: 5555.237793
	Iteration 167Q: 3 clusters Score -8870888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -8870905.000000 Penalty: 5555.237793
	Iteration 168Q: 3 clusters Score -8870905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8870893.000000 Penalty: 5555.237793
	Iteration 169Q: 3 clusters Score -8870893 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -8870912.000000 Penalty: 5555.237793
	Iteration 170Q: 3 clusters Score -8870912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8870913.000000 Penalty: 5555.237793
	Iteration 171Q: 3 clusters Score -8870913 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -8870935.000000 Penalty: 5555.237793
	Iteration 172Q: 3 clusters Score -8870935 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -8870936.000000 Penalty: 5555.237793
	Iteration 173Q: 3 clusters Score -8870936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -8870953.000000 Penalty: 5555.237793
	Iteration 174Q: 3 clusters Score -8870953 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -8870963.000000 Penalty: 5555.237793
	Iteration 175Q: 3 clusters Score -8870963 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -8870953.000000 Penalty: 5555.237793
	Iteration 176Q: 3 clusters Score -8870953 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -8870947.000000 Penalty: 5555.237793
	Iteration 177Q: 3 clusters Score -8870947 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -8870980.000000 Penalty: 5555.237793
	Iteration 178Q: 3 clusters Score -8870980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -8870989.000000 Penalty: 5555.237793
	Iteration 179Q: 3 clusters Score -8870989 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -8870988.000000 Penalty: 5555.237793
	Iteration 180F: 3 clusters Score -8870988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -8870960.000000 Penalty: 5555.237793
	Iteration 181Q: 3 clusters Score -8870960 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -8870984.000000 Penalty: 5555.237793
	Iteration 182Q: 3 clusters Score -8870984 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -8870976.000000 Penalty: 5555.237793
	Iteration 183Q: 3 clusters Score -8870976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -8871020.000000 Penalty: 5555.237793
	Iteration 184Q: 3 clusters Score -8871020 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -8871026.000000 Penalty: 5555.237793
	Iteration 185Q: 3 clusters Score -8871026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -8871047.000000 Penalty: 5555.237793
	Iteration 186Q: 3 clusters Score -8871047 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -8871079.000000 Penalty: 5555.237793
	Iteration 187Q: 3 clusters Score -8871079 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -8871078.000000 Penalty: 5555.237793
	Iteration 188Q: 3 clusters Score -8871078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -8871092.000000 Penalty: 5555.237793
	Iteration 189Q: 3 clusters Score -8871092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -8871122.000000 Penalty: 5555.237793
	Iteration 190Q: 3 clusters Score -8871122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -8871121.000000 Penalty: 5555.237793
	Iteration 191Q: 3 clusters Score -8871121 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -8871120.000000 Penalty: 5555.237793
	Iteration 192Q: 3 clusters Score -8871120 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -8871140.000000 Penalty: 5555.237793
	Iteration 193Q: 3 clusters Score -8871140 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -8871141.000000 Penalty: 5555.237793
	Iteration 194Q: 3 clusters Score -8871141 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -8871176.000000 Penalty: 5555.237793
	Iteration 195Q: 3 clusters Score -8871176 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -8871206.000000 Penalty: 5555.237793
	Iteration 196Q: 3 clusters Score -8871206 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -8871199.000000 Penalty: 5555.237793
	Iteration 197Q: 3 clusters Score -8871199 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -8871231.000000 Penalty: 5555.237793
	Iteration 198Q: 3 clusters Score -8871231 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -8871256.000000 Penalty: 5555.237793
	Iteration 199Q: 3 clusters Score -8871256 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -8871263.000000 Penalty: 5555.237793
	Iteration 200F: 3 clusters Score -8871263 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -8871294.000000 Penalty: 5555.237793
	Iteration 201Q: 3 clusters Score -8871294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -8871288.000000 Penalty: 5555.237793
	Iteration 202Q: 3 clusters Score -8871288 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -8871304.000000 Penalty: 5555.237793
	Iteration 203Q: 3 clusters Score -8871304 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -8871351.000000 Penalty: 5555.237793
	Iteration 204Q: 3 clusters Score -8871351 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -8871371.000000 Penalty: 5555.237793
	Iteration 205Q: 3 clusters Score -8871371 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -8871404.000000 Penalty: 5555.237793
	Iteration 206Q: 3 clusters Score -8871404 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -8871466.000000 Penalty: 5555.237793
	Iteration 207Q: 3 clusters Score -8871466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -8871531.000000 Penalty: 5555.237793
	Iteration 208Q: 3 clusters Score -8871531 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -8871535.000000 Penalty: 5555.237793
	Iteration 209Q: 3 clusters Score -8871535 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -8871553.000000 Penalty: 5555.237793
	Iteration 210Q: 3 clusters Score -8871553 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -8871574.000000 Penalty: 5555.237793
	Iteration 211Q: 3 clusters Score -8871574 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -8871595.000000 Penalty: 5555.237793
	Iteration 212Q: 3 clusters Score -8871595 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -8871601.000000 Penalty: 5555.237793
	Iteration 213Q: 3 clusters Score -8871601 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -8871619.000000 Penalty: 5555.237793
	Iteration 214Q: 3 clusters Score -8871619 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -8871620.000000 Penalty: 5555.237793
	Iteration 215Q: 3 clusters Score -8871620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -8871644.000000 Penalty: 5555.237793
	Iteration 216Q: 3 clusters Score -8871644 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -8871689.000000 Penalty: 5555.237793
	Iteration 217Q: 3 clusters Score -8871689 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -8871744.000000 Penalty: 5555.237793
	Iteration 218Q: 3 clusters Score -8871744 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -8871776.000000 Penalty: 5555.237793
	Iteration 219Q: 3 clusters Score -8871776 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -8871827.000000 Penalty: 5555.237793
	Iteration 220F: 3 clusters Score -8871827 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -8871865.000000 Penalty: 5555.237793
	Iteration 221Q: 3 clusters Score -8871865 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -8871868.000000 Penalty: 5555.237793
	Iteration 222Q: 3 clusters Score -8871868 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -8871903.000000 Penalty: 5555.237793
	Iteration 223Q: 3 clusters Score -8871903 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -8871963.000000 Penalty: 5555.237793
	Iteration 224Q: 3 clusters Score -8871963 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -8872012.000000 Penalty: 5555.237793
	Iteration 225Q: 3 clusters Score -8872012 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -8872049.000000 Penalty: 5555.237793
	Iteration 226Q: 3 clusters Score -8872049 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -8872078.000000 Penalty: 5555.237793
	Iteration 227Q: 3 clusters Score -8872078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -8872099.000000 Penalty: 5555.237793
	Iteration 228Q: 3 clusters Score -8872099 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -8872146.000000 Penalty: 5555.237793
	Iteration 229Q: 3 clusters Score -8872146 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -8872173.000000 Penalty: 5555.237793
	Iteration 230Q: 3 clusters Score -8872173 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -8872195.000000 Penalty: 5555.237793
	Iteration 231Q: 3 clusters Score -8872195 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -8872268.000000 Penalty: 5555.237793
	Iteration 232Q: 3 clusters Score -8872268 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -8872293.000000 Penalty: 5555.237793
	Iteration 233Q: 3 clusters Score -8872293 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -8872374.000000 Penalty: 5555.237793
	Iteration 234Q: 3 clusters Score -8872374 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -8872443.000000 Penalty: 5555.237793
	Iteration 235Q: 3 clusters Score -8872443 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -8872573.000000 Penalty: 5555.237793
	Iteration 236Q: 3 clusters Score -8872573 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -8872666.000000 Penalty: 5555.237793
	Iteration 237Q: 3 clusters Score -8872666 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -8872754.000000 Penalty: 5555.237793
	Iteration 238Q: 3 clusters Score -8872754 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -8872825.000000 Penalty: 5555.237793
	Iteration 239Q: 3 clusters Score -8872825 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -8872960.000000 Penalty: 5555.237793
	Iteration 240F: 3 clusters Score -8872960 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -8873053.000000 Penalty: 5555.237793
	Iteration 241Q: 3 clusters Score -8873053 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -8873166.000000 Penalty: 5555.237793
	Iteration 242Q: 3 clusters Score -8873166 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -8873263.000000 Penalty: 5555.237793
	Iteration 243Q: 3 clusters Score -8873263 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -8873388.000000 Penalty: 5555.237793
	Iteration 244Q: 3 clusters Score -8873388 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8873546.000000 Penalty: 5555.237793
	Iteration 245Q: 3 clusters Score -8873546 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -8873711.000000 Penalty: 5555.237793
	Iteration 246Q: 3 clusters Score -8873711 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -8873881.000000 Penalty: 5555.237793
	Iteration 247Q: 3 clusters Score -8873881 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -8874016.000000 Penalty: 5555.237793
	Iteration 248Q: 3 clusters Score -8874016 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -8874163.000000 Penalty: 5555.237793
	Iteration 249Q: 3 clusters Score -8874163 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -8874359.000000 Penalty: 5555.237793
	Iteration 250Q: 3 clusters Score -8874359 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -8874519.000000 Penalty: 5555.237793
	Iteration 251Q: 3 clusters Score -8874519 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -8874730.000000 Penalty: 5555.237793
	Iteration 252Q: 3 clusters Score -8874730 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -8874958.000000 Penalty: 5555.237793
	Iteration 253Q: 3 clusters Score -8874958 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -8875163.000000 Penalty: 5555.237793
	Iteration 254Q: 3 clusters Score -8875163 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -8875341.000000 Penalty: 5555.237793
	Iteration 255Q: 3 clusters Score -8875341 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -8875505.000000 Penalty: 5555.237793
	Iteration 256Q: 3 clusters Score -8875505 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -8875675.000000 Penalty: 5555.237793
	Iteration 257Q: 3 clusters Score -8875675 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -8875846.000000 Penalty: 5555.237793
	Iteration 258Q: 3 clusters Score -8875846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -8875996.000000 Penalty: 5555.237793
	Iteration 259Q: 3 clusters Score -8875996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -8876111.000000 Penalty: 5555.237793
	Iteration 260F: 3 clusters Score -8876111 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -8876195.000000 Penalty: 5555.237793
	Iteration 261Q: 3 clusters Score -8876195 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -8876226.000000 Penalty: 5555.237793
	Iteration 262Q: 3 clusters Score -8876226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -8876247.000000 Penalty: 5555.237793
	Iteration 263Q: 3 clusters Score -8876247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -8876265.000000 Penalty: 5555.237793
	Iteration 264Q: 3 clusters Score -8876265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -8876291.000000 Penalty: 5555.237793
	Iteration 265Q: 3 clusters Score -8876291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -8876303.000000 Penalty: 5555.237793
	Iteration 266Q: 3 clusters Score -8876303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -8876316.000000 Penalty: 5555.237793
	Iteration 267Q: 3 clusters Score -8876316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -8876335.000000 Penalty: 5555.237793
	Iteration 268Q: 3 clusters Score -8876335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -8876346.000000 Penalty: 5555.237793
	Iteration 269Q: 3 clusters Score -8876346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -8876350.000000 Penalty: 5555.237793
	Iteration 270Q: 3 clusters Score -8876350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -8876369.000000 Penalty: 5555.237793
	Iteration 271Q: 3 clusters Score -8876369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -8876373.000000 Penalty: 5555.237793
	Iteration 272Q: 3 clusters Score -8876373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -8876384.000000 Penalty: 5555.237793
	Iteration 273Q: 3 clusters Score -8876384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -8876379.000000 Penalty: 5555.237793
	Iteration 274Q: 3 clusters Score -8876379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -8876386.000000 Penalty: 5555.237793
	Iteration 275Q: 3 clusters Score -8876386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -8876387.000000 Penalty: 5555.237793
	Iteration 276Q: 3 clusters Score -8876387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -8876390.000000 Penalty: 5555.237793
	Iteration 277Q: 3 clusters Score -8876390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -8876387.000000 Penalty: 5555.237793
	Iteration 278Q: 3 clusters Score -8876387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -8876390.000000 Penalty: 5555.237793
	Iteration 279Q: 3 clusters Score -8876390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -8876390.000000 Penalty: 5555.237793
	Iteration 280F: 3 clusters Score -8876390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Entering Unmasked Estep 
Score: -4623283.000000 Penalty: 2621.565674
	Iteration 0F: 2 clusters Score -4623283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4596860.000000 Penalty: 5243.131348
	Iteration 0F: 3 clusters Score -4596860 nChanged 17860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -4606667.500000 Penalty: 5243.131348
	Iteration 1F: 3 clusters Score -4606668 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4607176.500000 Penalty: 5243.131348
	Iteration 2Q: 3 clusters Score -4607176 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4607664.500000 Penalty: 5243.131348
	Iteration 3Q: 3 clusters Score -4607664 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4608232.500000 Penalty: 5243.131348
	Iteration 4Q: 3 clusters Score -4608232 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4608939.500000 Penalty: 5243.131348
	Iteration 5Q: 3 clusters Score -4608940 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4609780.000000 Penalty: 5243.131348
	Iteration 6Q: 3 clusters Score -4609780 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4610655.000000 Penalty: 5243.131348
	Iteration 7Q: 3 clusters Score -4610655 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4611670.500000 Penalty: 5243.131348
	Iteration 8Q: 3 clusters Score -4611670 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4612740.500000 Penalty: 5243.131348
	Iteration 9Q: 3 clusters Score -4612740 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4613929.000000 Penalty: 5243.131348
	Iteration 10Q: 3 clusters Score -4613929 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4615072.000000 Penalty: 5243.131348
	Iteration 11Q: 3 clusters Score -4615072 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4616010.500000 Penalty: 5243.131348
	Iteration 12Q: 3 clusters Score -4616010 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4616667.000000 Penalty: 5243.131348
	Iteration 13Q: 3 clusters Score -4616667 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4617062.500000 Penalty: 5243.131348
	Iteration 14Q: 3 clusters Score -4617062 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4617277.500000 Penalty: 5243.131348
	Iteration 15Q: 3 clusters Score -4617278 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4617423.000000 Penalty: 5243.131348
	Iteration 16Q: 3 clusters Score -4617423 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4617499.000000 Penalty: 5243.131348
	Iteration 17Q: 3 clusters Score -4617499 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4617590.500000 Penalty: 5243.131348
	Iteration 18Q: 3 clusters Score -4617590 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4617666.500000 Penalty: 5243.131348
	Iteration 19Q: 3 clusters Score -4617666 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4617701.500000 Penalty: 5243.131348
	Iteration 20F: 3 clusters Score -4617702 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -4617735.000000 Penalty: 5243.131348
	Iteration 21Q: 3 clusters Score -4617735 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4617810.500000 Penalty: 5243.131348
	Iteration 22Q: 3 clusters Score -4617810 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4617900.000000 Penalty: 5243.131348
	Iteration 23Q: 3 clusters Score -4617900 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -4617925.000000 Penalty: 5243.131348
	Iteration 24Q: 3 clusters Score -4617925 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4617986.500000 Penalty: 5243.131348
	Iteration 25Q: 3 clusters Score -4617986 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4618043.000000 Penalty: 5243.131348
	Iteration 26Q: 3 clusters Score -4618043 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4618086.500000 Penalty: 5243.131348
	Iteration 27Q: 3 clusters Score -4618086 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4618131.000000 Penalty: 5243.131348
	Iteration 28Q: 3 clusters Score -4618131 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -4618197.000000 Penalty: 5243.131348
	Iteration 29Q: 3 clusters Score -4618197 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4618253.000000 Penalty: 5243.131348
	Iteration 30Q: 3 clusters Score -4618253 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4618310.000000 Penalty: 5243.131348
	Iteration 31Q: 3 clusters Score -4618310 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4618358.000000 Penalty: 5243.131348
	Iteration 32Q: 3 clusters Score -4618358 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4618413.500000 Penalty: 5243.131348
	Iteration 33Q: 3 clusters Score -4618414 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4618465.500000 Penalty: 5243.131348
	Iteration 34Q: 3 clusters Score -4618466 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4618526.500000 Penalty: 5243.131348
	Iteration 35Q: 3 clusters Score -4618526 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4618575.000000 Penalty: 5243.131348
	Iteration 36Q: 3 clusters Score -4618575 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4618621.000000 Penalty: 5243.131348
	Iteration 37Q: 3 clusters Score -4618621 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4618667.500000 Penalty: 5243.131348
	Iteration 38Q: 3 clusters Score -4618668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -4618720.000000 Penalty: 5243.131348
	Iteration 39Q: 3 clusters Score -4618720 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4618763.500000 Penalty: 5243.131348
	Iteration 40F: 3 clusters Score -4618764 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4618810.500000 Penalty: 5243.131348
	Iteration 41Q: 3 clusters Score -4618810 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4618853.000000 Penalty: 5243.131348
	Iteration 42Q: 3 clusters Score -4618853 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4618917.000000 Penalty: 5243.131348
	Iteration 43Q: 3 clusters Score -4618917 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4618977.500000 Penalty: 5243.131348
	Iteration 44Q: 3 clusters Score -4618978 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4619011.000000 Penalty: 5243.131348
	Iteration 45Q: 3 clusters Score -4619011 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4619031.500000 Penalty: 5243.131348
	Iteration 46Q: 3 clusters Score -4619032 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4619079.000000 Penalty: 5243.131348
	Iteration 47Q: 3 clusters Score -4619079 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -4619133.500000 Penalty: 5243.131348
	Iteration 48Q: 3 clusters Score -4619134 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -4619181.500000 Penalty: 5243.131348
	Iteration 49Q: 3 clusters Score -4619182 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4619211.500000 Penalty: 5243.131348
	Iteration 50Q: 3 clusters Score -4619212 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4619261.500000 Penalty: 5243.131348
	Iteration 51Q: 3 clusters Score -4619262 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4619296.000000 Penalty: 5243.131348
	Iteration 52Q: 3 clusters Score -4619296 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4619346.000000 Penalty: 5243.131348
	Iteration 53Q: 3 clusters Score -4619346 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -4619402.500000 Penalty: 5243.131348
	Iteration 54Q: 3 clusters Score -4619402 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4619482.000000 Penalty: 5243.131348
	Iteration 55Q: 3 clusters Score -4619482 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -4619526.000000 Penalty: 5243.131348
	Iteration 56Q: 3 clusters Score -4619526 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -4619603.000000 Penalty: 5243.131348
	Iteration 57Q: 3 clusters Score -4619603 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4619665.000000 Penalty: 5243.131348
	Iteration 58Q: 3 clusters Score -4619665 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4619734.500000 Penalty: 5243.131348
	Iteration 59Q: 3 clusters Score -4619734 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4619812.000000 Penalty: 5243.131348
	Iteration 60F: 3 clusters Score -4619812 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -4619910.500000 Penalty: 5243.131348
	Iteration 61Q: 3 clusters Score -4619910 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4619962.500000 Penalty: 5243.131348
	Iteration 62Q: 3 clusters Score -4619962 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4619999.000000 Penalty: 5243.131348
	Iteration 63Q: 3 clusters Score -4619999 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4620063.500000 Penalty: 5243.131348
	Iteration 64Q: 3 clusters Score -4620064 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4620124.500000 Penalty: 5243.131348
	Iteration 65Q: 3 clusters Score -4620124 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4620177.500000 Penalty: 5243.131348
	Iteration 66Q: 3 clusters Score -4620178 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4620215.500000 Penalty: 5243.131348
	Iteration 67Q: 3 clusters Score -4620216 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -4620270.500000 Penalty: 5243.131348
	Iteration 68Q: 3 clusters Score -4620270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4620315.500000 Penalty: 5243.131348
	Iteration 69Q: 3 clusters Score -4620316 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -4620360.000000 Penalty: 5243.131348
	Iteration 70Q: 3 clusters Score -4620360 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4620415.000000 Penalty: 5243.131348
	Iteration 71Q: 3 clusters Score -4620415 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4620468.500000 Penalty: 5243.131348
	Iteration 72Q: 3 clusters Score -4620468 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4620514.000000 Penalty: 5243.131348
	Iteration 73Q: 3 clusters Score -4620514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4620584.500000 Penalty: 5243.131348
	Iteration 74Q: 3 clusters Score -4620584 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -4620627.500000 Penalty: 5243.131348
	Iteration 75Q: 3 clusters Score -4620628 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4620687.000000 Penalty: 5243.131348
	Iteration 76Q: 3 clusters Score -4620687 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4620730.500000 Penalty: 5243.131348
	Iteration 77Q: 3 clusters Score -4620730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4620769.500000 Penalty: 5243.131348
	Iteration 78Q: 3 clusters Score -4620770 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4620786.500000 Penalty: 5243.131348
	Iteration 79Q: 3 clusters Score -4620786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4620818.500000 Penalty: 5243.131348
	Iteration 80F: 3 clusters Score -4620818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4620864.000000 Penalty: 5243.131348
	Iteration 81Q: 3 clusters Score -4620864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4620878.500000 Penalty: 5243.131348
	Iteration 82Q: 3 clusters Score -4620878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4620907.000000 Penalty: 5243.131348
	Iteration 83Q: 3 clusters Score -4620907 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4620919.500000 Penalty: 5243.131348
	Iteration 84Q: 3 clusters Score -4620920 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4620945.500000 Penalty: 5243.131348
	Iteration 85Q: 3 clusters Score -4620946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4620957.500000 Penalty: 5243.131348
	Iteration 86Q: 3 clusters Score -4620958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4620970.500000 Penalty: 5243.131348
	Iteration 87Q: 3 clusters Score -4620970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -4620982.500000 Penalty: 5243.131348
	Iteration 88Q: 3 clusters Score -4620982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4620990.000000 Penalty: 5243.131348
	Iteration 89Q: 3 clusters Score -4620990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4621006.500000 Penalty: 5243.131348
	Iteration 90Q: 3 clusters Score -4621006 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4621034.000000 Penalty: 5243.131348
	Iteration 91Q: 3 clusters Score -4621034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4621052.500000 Penalty: 5243.131348
	Iteration 92Q: 3 clusters Score -4621052 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4621076.500000 Penalty: 5243.131348
	Iteration 93Q: 3 clusters Score -4621076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4621085.500000 Penalty: 5243.131348
	Iteration 94Q: 3 clusters Score -4621086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4621096.000000 Penalty: 5243.131348
	Iteration 95Q: 3 clusters Score -4621096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4621114.500000 Penalty: 5243.131348
	Iteration 96Q: 3 clusters Score -4621114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4621121.000000 Penalty: 5243.131348
	Iteration 97Q: 3 clusters Score -4621121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4621115.000000 Penalty: 5243.131348
	Iteration 98Q: 3 clusters Score -4621115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4621139.000000 Penalty: 5243.131348
	Iteration 99Q: 3 clusters Score -4621139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4621146.500000 Penalty: 5243.131348
	Iteration 100F: 3 clusters Score -4621146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4621166.500000 Penalty: 5243.131348
	Iteration 101Q: 3 clusters Score -4621166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4621165.500000 Penalty: 5243.131348
	Iteration 102Q: 3 clusters Score -4621166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4621166.000000 Penalty: 5243.131348
	Iteration 103Q: 3 clusters Score -4621166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4621174.500000 Penalty: 5243.131348
	Iteration 104Q: 3 clusters Score -4621174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4621179.000000 Penalty: 5243.131348
	Iteration 105Q: 3 clusters Score -4621179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4621172.500000 Penalty: 5243.131348
	Iteration 106Q: 3 clusters Score -4621172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4621186.000000 Penalty: 5243.131348
	Iteration 107Q: 3 clusters Score -4621186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4621189.500000 Penalty: 5243.131348
	Iteration 108Q: 3 clusters Score -4621190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4621197.500000 Penalty: 5243.131348
	Iteration 109Q: 3 clusters Score -4621198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4621201.500000 Penalty: 5243.131348
	Iteration 110Q: 3 clusters Score -4621202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4621201.500000 Penalty: 5243.131348
	Iteration 111Q: 3 clusters Score -4621202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4621215.500000 Penalty: 5243.131348
	Iteration 112Q: 3 clusters Score -4621216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4621221.500000 Penalty: 5243.131348
	Iteration 113Q: 3 clusters Score -4621222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4621223.500000 Penalty: 5243.131348
	Iteration 114Q: 3 clusters Score -4621224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4621225.500000 Penalty: 5243.131348
	Iteration 115Q: 3 clusters Score -4621226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4621223.000000 Penalty: 5243.131348
	Iteration 116Q: 3 clusters Score -4621223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4621226.000000 Penalty: 5243.131348
	Iteration 117Q: 3 clusters Score -4621226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4621230.000000 Penalty: 5243.131348
	Iteration 118Q: 3 clusters Score -4621230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4621239.000000 Penalty: 5243.131348
	Iteration 119Q: 3 clusters Score -4621239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4621241.000000 Penalty: 5243.131348
	Iteration 120F: 3 clusters Score -4621241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4621251.000000 Penalty: 5243.131348
	Iteration 121Q: 3 clusters Score -4621251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4621262.000000 Penalty: 5243.131348
	Iteration 122Q: 3 clusters Score -4621262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4621267.000000 Penalty: 5243.131348
	Iteration 123Q: 3 clusters Score -4621267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4621275.000000 Penalty: 5243.131348
	Iteration 124Q: 3 clusters Score -4621275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4621280.000000 Penalty: 5243.131348
	Iteration 125Q: 3 clusters Score -4621280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4621280.500000 Penalty: 5243.131348
	Iteration 126Q: 3 clusters Score -4621280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4621278.500000 Penalty: 5243.131348
	Iteration 127Q: 3 clusters Score -4621278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4621287.000000 Penalty: 5243.131348
	Iteration 128Q: 3 clusters Score -4621287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4621283.000000 Penalty: 5243.131348
	Iteration 129Q: 3 clusters Score -4621283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4621294.500000 Penalty: 5243.131348
	Iteration 130Q: 3 clusters Score -4621294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4621299.000000 Penalty: 5243.131348
	Iteration 131Q: 3 clusters Score -4621299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4621301.500000 Penalty: 5243.131348
	Iteration 132Q: 3 clusters Score -4621302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4621307.000000 Penalty: 5243.131348
	Iteration 133Q: 3 clusters Score -4621307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4621304.000000 Penalty: 5243.131348
	Iteration 134Q: 3 clusters Score -4621304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4621302.000000 Penalty: 5243.131348
	Iteration 135Q: 3 clusters Score -4621302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4621307.000000 Penalty: 5243.131348
	Iteration 136Q: 3 clusters Score -4621307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4621309.500000 Penalty: 5243.131348
	Iteration 137Q: 3 clusters Score -4621310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4621314.500000 Penalty: 5243.131348
	Iteration 138Q: 3 clusters Score -4621314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4621322.500000 Penalty: 5243.131348
	Iteration 139Q: 3 clusters Score -4621322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4621326.500000 Penalty: 5243.131348
	Iteration 140F: 3 clusters Score -4621326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4621330.500000 Penalty: 5243.131348
	Iteration 141Q: 3 clusters Score -4621330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4621335.000000 Penalty: 5243.131348
	Iteration 142Q: 3 clusters Score -4621335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4621337.000000 Penalty: 5243.131348
	Iteration 143Q: 3 clusters Score -4621337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4621333.000000 Penalty: 5243.131348
	Iteration 144Q: 3 clusters Score -4621333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4621344.000000 Penalty: 5243.131348
	Iteration 145Q: 3 clusters Score -4621344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4621339.000000 Penalty: 5243.131348
	Iteration 146Q: 3 clusters Score -4621339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4621344.000000 Penalty: 5243.131348
	Iteration 147Q: 3 clusters Score -4621344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4621345.500000 Penalty: 5243.131348
	Iteration 148Q: 3 clusters Score -4621346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4621353.000000 Penalty: 5243.131348
	Iteration 149Q: 3 clusters Score -4621353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4621357.000000 Penalty: 5243.131348
	Iteration 150Q: 3 clusters Score -4621357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4621361.000000 Penalty: 5243.131348
	Iteration 151Q: 3 clusters Score -4621361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4621364.500000 Penalty: 5243.131348
	Iteration 152Q: 3 clusters Score -4621364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4621372.500000 Penalty: 5243.131348
	Iteration 153Q: 3 clusters Score -4621372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4621372.500000 Penalty: 5243.131348
	Iteration 154Q: 3 clusters Score -4621372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4621369.500000 Penalty: 5243.131348
	Iteration 155Q: 3 clusters Score -4621370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4621368.500000 Penalty: 5243.131348
	Iteration 156Q: 3 clusters Score -4621368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4621372.500000 Penalty: 5243.131348
	Iteration 157Q: 3 clusters Score -4621372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4621372.500000 Penalty: 5243.131348
	Iteration 158Q: 3 clusters Score -4621372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4621375.500000 Penalty: 5243.131348
	Iteration 159Q: 3 clusters Score -4621376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4621373.000000 Penalty: 5243.131348
	Iteration 160F: 3 clusters Score -4621373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4621373.000000 Penalty: 5243.131348
	Iteration 161Q: 3 clusters Score -4621373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4621372.000000 Penalty: 5243.131348
	Iteration 162Q: 3 clusters Score -4621372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4621378.000000 Penalty: 5243.131348
	Iteration 163Q: 3 clusters Score -4621378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4621380.500000 Penalty: 5243.131348
	Iteration 164Q: 3 clusters Score -4621380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4621370.500000 Penalty: 5243.131348
	Iteration 165Q: 3 clusters Score -4621370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4621371.000000 Penalty: 5243.131348
	Iteration 166Q: 3 clusters Score -4621371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4621376.000000 Penalty: 5243.131348
	Iteration 167Q: 3 clusters Score -4621376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4621378.500000 Penalty: 5243.131348
	Iteration 168Q: 3 clusters Score -4621378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4621378.500000 Penalty: 5243.131348
	Iteration 169F: 3 clusters Score -4621378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Entering Unmasked Estep 
Score: -1925951.500000 Penalty: 2420.069824
	Iteration 0F: 2 clusters Score -1925952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1913613.625000 Penalty: 4840.139648
	Iteration 0F: 3 clusters Score -1913614 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1917857.250000 Penalty: 4840.139648
	Iteration 1F: 3 clusters Score -1917857 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1918334.875000 Penalty: 4840.139648
	Iteration 2F: 3 clusters Score -1918335 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1918725.125000 Penalty: 4840.139648
	Iteration 3F: 3 clusters Score -1918725 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1919060.500000 Penalty: 4840.139648
	Iteration 4Q: 3 clusters Score -1919060 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1919386.125000 Penalty: 4840.139648
	Iteration 5Q: 3 clusters Score -1919386 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1919757.000000 Penalty: 4840.139648
	Iteration 6Q: 3 clusters Score -1919757 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1920232.625000 Penalty: 4840.139648
	Iteration 7Q: 3 clusters Score -1920233 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1920815.875000 Penalty: 4840.139648
	Iteration 8Q: 3 clusters Score -1920816 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1921404.000000 Penalty: 4840.139648
	Iteration 9Q: 3 clusters Score -1921404 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1922021.375000 Penalty: 4840.139648
	Iteration 10Q: 3 clusters Score -1922021 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1922572.000000 Penalty: 4840.139648
	Iteration 11Q: 3 clusters Score -1922572 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1922997.125000 Penalty: 4840.139648
	Iteration 12Q: 3 clusters Score -1922997 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1923399.000000 Penalty: 4840.139648
	Iteration 13Q: 3 clusters Score -1923399 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1923651.250000 Penalty: 4840.139648
	Iteration 14Q: 3 clusters Score -1923651 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1923827.875000 Penalty: 4840.139648
	Iteration 15Q: 3 clusters Score -1923828 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1923960.375000 Penalty: 4840.139648
	Iteration 16Q: 3 clusters Score -1923960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1924068.375000 Penalty: 4840.139648
	Iteration 17Q: 3 clusters Score -1924068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1924153.000000 Penalty: 4840.139648
	Iteration 18Q: 3 clusters Score -1924153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1924191.000000 Penalty: 4840.139648
	Iteration 19Q: 3 clusters Score -1924191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1924244.875000 Penalty: 4840.139648
	Iteration 20F: 3 clusters Score -1924245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1924289.125000 Penalty: 4840.139648
	Iteration 21Q: 3 clusters Score -1924289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1924332.375000 Penalty: 4840.139648
	Iteration 22Q: 3 clusters Score -1924332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1924368.875000 Penalty: 4840.139648
	Iteration 23Q: 3 clusters Score -1924369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1924414.250000 Penalty: 4840.139648
	Iteration 24Q: 3 clusters Score -1924414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1924436.375000 Penalty: 4840.139648
	Iteration 25Q: 3 clusters Score -1924436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1924445.875000 Penalty: 4840.139648
	Iteration 26Q: 3 clusters Score -1924446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1924456.625000 Penalty: 4840.139648
	Iteration 27Q: 3 clusters Score -1924457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1924461.750000 Penalty: 4840.139648
	Iteration 28Q: 3 clusters Score -1924462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1924480.500000 Penalty: 4840.139648
	Iteration 29Q: 3 clusters Score -1924480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1924498.250000 Penalty: 4840.139648
	Iteration 30Q: 3 clusters Score -1924498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1924512.500000 Penalty: 4840.139648
	Iteration 31Q: 3 clusters Score -1924512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1924522.750000 Penalty: 4840.139648
	Iteration 32Q: 3 clusters Score -1924523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1924529.625000 Penalty: 4840.139648
	Iteration 33Q: 3 clusters Score -1924530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1924526.750000 Penalty: 4840.139648
	Iteration 34Q: 3 clusters Score -1924527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1924530.625000 Penalty: 4840.139648
	Iteration 35Q: 3 clusters Score -1924531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1924529.250000 Penalty: 4840.139648
	Iteration 36Q: 3 clusters Score -1924529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1924537.375000 Penalty: 4840.139648
	Iteration 37Q: 3 clusters Score -1924537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1924537.250000 Penalty: 4840.139648
	Iteration 38Q: 3 clusters Score -1924537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1924540.250000 Penalty: 4840.139648
	Iteration 39Q: 3 clusters Score -1924540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1924542.625000 Penalty: 4840.139648
	Iteration 40F: 3 clusters Score -1924543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1924544.750000 Penalty: 4840.139648
	Iteration 41Q: 3 clusters Score -1924545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1924548.625000 Penalty: 4840.139648
	Iteration 42Q: 3 clusters Score -1924549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1924548.375000 Penalty: 4840.139648
	Iteration 43Q: 3 clusters Score -1924548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1924547.500000 Penalty: 4840.139648
	Iteration 44Q: 3 clusters Score -1924548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1924548.625000 Penalty: 4840.139648
	Iteration 45Q: 3 clusters Score -1924549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1924548.625000 Penalty: 4840.139648
	Iteration 46F: 3 clusters Score -1924549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Entering Unmasked Estep 
Score: -2455745.000000 Penalty: 2470.117676
	Iteration 0F: 2 clusters Score -2455745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2440879.750000 Penalty: 4940.235352
	Iteration 0F: 3 clusters Score -2440880 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2445807.500000 Penalty: 4940.235352
	Iteration 1F: 3 clusters Score -2445808 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2446262.250000 Penalty: 4940.235352
	Iteration 2F: 3 clusters Score -2446262 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2446676.250000 Penalty: 4940.235352
	Iteration 3Q: 3 clusters Score -2446676 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2447096.250000 Penalty: 4940.235352
	Iteration 4Q: 3 clusters Score -2447096 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2447524.500000 Penalty: 4940.235352
	Iteration 5Q: 3 clusters Score -2447524 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2448043.000000 Penalty: 4940.235352
	Iteration 6Q: 3 clusters Score -2448043 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2448642.250000 Penalty: 4940.235352
	Iteration 7F: 3 clusters Score -2448642 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2449347.000000 Penalty: 4940.235352
	Iteration 8F: 3 clusters Score -2449347 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2450116.750000 Penalty: 4940.235352
	Iteration 9F: 3 clusters Score -2450117 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2451005.750000 Penalty: 4940.235352
	Iteration 10F: 3 clusters Score -2451006 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2451795.750000 Penalty: 4940.235352
	Iteration 11Q: 3 clusters Score -2451796 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2452370.000000 Penalty: 4940.235352
	Iteration 12Q: 3 clusters Score -2452370 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2452726.250000 Penalty: 4940.235352
	Iteration 13Q: 3 clusters Score -2452726 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2452905.250000 Penalty: 4940.235352
	Iteration 14Q: 3 clusters Score -2452905 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2453017.000000 Penalty: 4940.235352
	Iteration 15Q: 3 clusters Score -2453017 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2453087.500000 Penalty: 4940.235352
	Iteration 16Q: 3 clusters Score -2453088 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2453160.500000 Penalty: 4940.235352
	Iteration 17Q: 3 clusters Score -2453160 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2453210.000000 Penalty: 4940.235352
	Iteration 18Q: 3 clusters Score -2453210 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2453254.500000 Penalty: 4940.235352
	Iteration 19Q: 3 clusters Score -2453254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2453291.250000 Penalty: 4940.235352
	Iteration 20F: 3 clusters Score -2453291 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2453332.250000 Penalty: 4940.235352
	Iteration 21Q: 3 clusters Score -2453332 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2453348.000000 Penalty: 4940.235352
	Iteration 22Q: 3 clusters Score -2453348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2453364.250000 Penalty: 4940.235352
	Iteration 23Q: 3 clusters Score -2453364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2453381.750000 Penalty: 4940.235352
	Iteration 24Q: 3 clusters Score -2453382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2453407.250000 Penalty: 4940.235352
	Iteration 25Q: 3 clusters Score -2453407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2453422.250000 Penalty: 4940.235352
	Iteration 26Q: 3 clusters Score -2453422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2453439.500000 Penalty: 4940.235352
	Iteration 27Q: 3 clusters Score -2453440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2453452.250000 Penalty: 4940.235352
	Iteration 28Q: 3 clusters Score -2453452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2453463.750000 Penalty: 4940.235352
	Iteration 29Q: 3 clusters Score -2453464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2453468.750000 Penalty: 4940.235352
	Iteration 30Q: 3 clusters Score -2453469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2453481.250000 Penalty: 4940.235352
	Iteration 31Q: 3 clusters Score -2453481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2453483.750000 Penalty: 4940.235352
	Iteration 32Q: 3 clusters Score -2453484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2453496.000000 Penalty: 4940.235352
	Iteration 33Q: 3 clusters Score -2453496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2453509.250000 Penalty: 4940.235352
	Iteration 34Q: 3 clusters Score -2453509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2453512.750000 Penalty: 4940.235352
	Iteration 35Q: 3 clusters Score -2453513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2453517.000000 Penalty: 4940.235352
	Iteration 36Q: 3 clusters Score -2453517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2453520.500000 Penalty: 4940.235352
	Iteration 37Q: 3 clusters Score -2453520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2453528.500000 Penalty: 4940.235352
	Iteration 38Q: 3 clusters Score -2453528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2453541.750000 Penalty: 4940.235352
	Iteration 39Q: 3 clusters Score -2453542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2453559.750000 Penalty: 4940.235352
	Iteration 40F: 3 clusters Score -2453560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2453574.250000 Penalty: 4940.235352
	Iteration 41Q: 3 clusters Score -2453574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2453580.500000 Penalty: 4940.235352
	Iteration 42Q: 3 clusters Score -2453580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2453582.500000 Penalty: 4940.235352
	Iteration 43Q: 3 clusters Score -2453582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2453588.250000 Penalty: 4940.235352
	Iteration 44Q: 3 clusters Score -2453588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2453589.000000 Penalty: 4940.235352
	Iteration 45Q: 3 clusters Score -2453589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2453591.000000 Penalty: 4940.235352
	Iteration 46Q: 3 clusters Score -2453591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2453593.750000 Penalty: 4940.235352
	Iteration 47Q: 3 clusters Score -2453594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2453597.750000 Penalty: 4940.235352
	Iteration 48Q: 3 clusters Score -2453598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2453601.500000 Penalty: 4940.235352
	Iteration 49Q: 3 clusters Score -2453602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2453608.250000 Penalty: 4940.235352
	Iteration 50Q: 3 clusters Score -2453608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2453614.750000 Penalty: 4940.235352
	Iteration 51Q: 3 clusters Score -2453615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2453619.500000 Penalty: 4940.235352
	Iteration 52Q: 3 clusters Score -2453620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2453621.500000 Penalty: 4940.235352
	Iteration 53Q: 3 clusters Score -2453622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2453625.250000 Penalty: 4940.235352
	Iteration 54Q: 3 clusters Score -2453625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2453626.000000 Penalty: 4940.235352
	Iteration 55Q: 3 clusters Score -2453626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2453631.000000 Penalty: 4940.235352
	Iteration 56Q: 3 clusters Score -2453631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2453631.250000 Penalty: 4940.235352
	Iteration 57Q: 3 clusters Score -2453631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2453630.750000 Penalty: 4940.235352
	Iteration 58Q: 3 clusters Score -2453631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2453627.250000 Penalty: 4940.235352
	Iteration 59Q: 3 clusters Score -2453627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2453631.750000 Penalty: 4940.235352
	Iteration 60F: 3 clusters Score -2453632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2453630.750000 Penalty: 4940.235352
	Iteration 61Q: 3 clusters Score -2453631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2453637.250000 Penalty: 4940.235352
	Iteration 62Q: 3 clusters Score -2453637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2453634.000000 Penalty: 4940.235352
	Iteration 63Q: 3 clusters Score -2453634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2453637.250000 Penalty: 4940.235352
	Iteration 64Q: 3 clusters Score -2453637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2453637.500000 Penalty: 4940.235352
	Iteration 65Q: 3 clusters Score -2453638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2453637.000000 Penalty: 4940.235352
	Iteration 66Q: 3 clusters Score -2453637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2453641.500000 Penalty: 4940.235352
	Iteration 67Q: 3 clusters Score -2453642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2453645.750000 Penalty: 4940.235352
	Iteration 68Q: 3 clusters Score -2453646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2453643.250000 Penalty: 4940.235352
	Iteration 69Q: 3 clusters Score -2453643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2453644.750000 Penalty: 4940.235352
	Iteration 70Q: 3 clusters Score -2453645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2453641.500000 Penalty: 4940.235352
	Iteration 71Q: 3 clusters Score -2453642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2453643.000000 Penalty: 4940.235352
	Iteration 72Q: 3 clusters Score -2453643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2453644.750000 Penalty: 4940.235352
	Iteration 73Q: 3 clusters Score -2453645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2453650.000000 Penalty: 4940.235352
	Iteration 74Q: 3 clusters Score -2453650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2453653.250000 Penalty: 4940.235352
	Iteration 75Q: 3 clusters Score -2453653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2453652.000000 Penalty: 4940.235352
	Iteration 76Q: 3 clusters Score -2453652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2453653.000000 Penalty: 4940.235352
	Iteration 77Q: 3 clusters Score -2453653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2453656.250000 Penalty: 4940.235352
	Iteration 78Q: 3 clusters Score -2453656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2453656.000000 Penalty: 4940.235352
	Iteration 79Q: 3 clusters Score -2453656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2453657.500000 Penalty: 4940.235352
	Iteration 80F: 3 clusters Score -2453658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2453661.750000 Penalty: 4940.235352
	Iteration 81Q: 3 clusters Score -2453662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2453662.750000 Penalty: 4940.235352
	Iteration 82Q: 3 clusters Score -2453663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2453663.250000 Penalty: 4940.235352
	Iteration 83Q: 3 clusters Score -2453663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2453662.500000 Penalty: 4940.235352
	Iteration 84Q: 3 clusters Score -2453662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2453664.500000 Penalty: 4940.235352
	Iteration 85Q: 3 clusters Score -2453664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2453663.000000 Penalty: 4940.235352
	Iteration 86Q: 3 clusters Score -2453663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2453662.000000 Penalty: 4940.235352
	Iteration 87Q: 3 clusters Score -2453662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2453663.000000 Penalty: 4940.235352
	Iteration 88Q: 3 clusters Score -2453663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2453663.500000 Penalty: 4940.235352
	Iteration 89Q: 3 clusters Score -2453664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2453663.500000 Penalty: 4940.235352
	Iteration 90F: 3 clusters Score -2453664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -97350.828125 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -97350.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95543.414062 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -95543.41 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95832.867188 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -95832.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95911.585938 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -95911.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95954.156250 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -95954.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96013.140625 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -96013.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96054.804688 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -96054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96061.773438 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -96061.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96065.312500 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -96065.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96070.226562 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -96070.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96086.390625 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -96086.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -96095.250000 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -96095.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96099.789062 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -96099.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96103.281250 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -96103.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96113.523438 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -96113.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96130.203125 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -96130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96152.921875 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -96152.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96179.953125 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -96179.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96204.390625 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -96204.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96227.007812 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -96227.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96244.453125 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -96244.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96262.156250 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -96262.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96284.515625 Penalty: 3363.404785
	Iteration 21Q: 3 clusters Score -96284.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96305.765625 Penalty: 3363.404785
	Iteration 22Q: 3 clusters Score -96305.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96321.687500 Penalty: 3363.404785
	Iteration 23Q: 3 clusters Score -96321.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96335.914062 Penalty: 3363.404785
	Iteration 24Q: 3 clusters Score -96335.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96335.914062 Penalty: 3363.404785
	Iteration 25F: 3 clusters Score -96335.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -385746.531250 Penalty: 2026.276123
	Iteration 0F: 2 clusters Score -385746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -382211.812500 Penalty: 4052.552246
	Iteration 0F: 3 clusters Score -382211.8 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -383034.343750 Penalty: 4052.552246
	Iteration 1F: 3 clusters Score -383034.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -383242.562500 Penalty: 4052.552246
	Iteration 2F: 3 clusters Score -383242.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -383382.093750 Penalty: 4052.552246
	Iteration 3F: 3 clusters Score -383382.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -383493.312500 Penalty: 4052.552246
	Iteration 4Q: 3 clusters Score -383493.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -383583.062500 Penalty: 4052.552246
	Iteration 5Q: 3 clusters Score -383583.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -383661.843750 Penalty: 4052.552246
	Iteration 6Q: 3 clusters Score -383661.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -383736.687500 Penalty: 4052.552246
	Iteration 7Q: 3 clusters Score -383736.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -383798.375000 Penalty: 4052.552246
	Iteration 8Q: 3 clusters Score -383798.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -383850.937500 Penalty: 4052.552246
	Iteration 9Q: 3 clusters Score -383850.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -383892.031250 Penalty: 4052.552246
	Iteration 10Q: 3 clusters Score -383892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -383939.500000 Penalty: 4052.552246
	Iteration 11Q: 3 clusters Score -383939.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -383970.843750 Penalty: 4052.552246
	Iteration 12Q: 3 clusters Score -383970.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -383995.781250 Penalty: 4052.552246
	Iteration 13Q: 3 clusters Score -383995.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -384023.125000 Penalty: 4052.552246
	Iteration 14Q: 3 clusters Score -384023.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -384043.906250 Penalty: 4052.552246
	Iteration 15Q: 3 clusters Score -384043.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -384065.062500 Penalty: 4052.552246
	Iteration 16Q: 3 clusters Score -384065.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -384080.812500 Penalty: 4052.552246
	Iteration 17Q: 3 clusters Score -384080.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -384097.968750 Penalty: 4052.552246
	Iteration 18Q: 3 clusters Score -384098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -384120.718750 Penalty: 4052.552246
	Iteration 19Q: 3 clusters Score -384120.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -384139.812500 Penalty: 4052.552246
	Iteration 20F: 3 clusters Score -384139.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -384159.218750 Penalty: 4052.552246
	Iteration 21Q: 3 clusters Score -384159.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -384173.968750 Penalty: 4052.552246
	Iteration 22Q: 3 clusters Score -384174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -384193.718750 Penalty: 4052.552246
	Iteration 23Q: 3 clusters Score -384193.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -384210.250000 Penalty: 4052.552246
	Iteration 24Q: 3 clusters Score -384210.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -384233.625000 Penalty: 4052.552246
	Iteration 25Q: 3 clusters Score -384233.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -384248.937500 Penalty: 4052.552246
	Iteration 26Q: 3 clusters Score -384248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -384259.656250 Penalty: 4052.552246
	Iteration 27Q: 3 clusters Score -384259.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -384268.656250 Penalty: 4052.552246
	Iteration 28Q: 3 clusters Score -384268.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -384277.781250 Penalty: 4052.552246
	Iteration 29Q: 3 clusters Score -384277.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -384286.937500 Penalty: 4052.552246
	Iteration 30Q: 3 clusters Score -384286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -384292.437500 Penalty: 4052.552246
	Iteration 31Q: 3 clusters Score -384292.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -384300.156250 Penalty: 4052.552246
	Iteration 32Q: 3 clusters Score -384300.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -384310.312500 Penalty: 4052.552246
	Iteration 33Q: 3 clusters Score -384310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -384323.406250 Penalty: 4052.552246
	Iteration 34Q: 3 clusters Score -384323.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -384332.718750 Penalty: 4052.552246
	Iteration 35Q: 3 clusters Score -384332.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -384339.250000 Penalty: 4052.552246
	Iteration 36Q: 3 clusters Score -384339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -384341.406250 Penalty: 4052.552246
	Iteration 37Q: 3 clusters Score -384341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -384344.000000 Penalty: 4052.552246
	Iteration 38Q: 3 clusters Score -384344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -384345.250000 Penalty: 4052.552246
	Iteration 39Q: 3 clusters Score -384345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -384346.718750 Penalty: 4052.552246
	Iteration 40F: 3 clusters Score -384346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -384347.687500 Penalty: 4052.552246
	Iteration 41Q: 3 clusters Score -384347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -384349.781250 Penalty: 4052.552246
	Iteration 42Q: 3 clusters Score -384349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -384351.812500 Penalty: 4052.552246
	Iteration 43Q: 3 clusters Score -384351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -384355.656250 Penalty: 4052.552246
	Iteration 44Q: 3 clusters Score -384355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -384358.906250 Penalty: 4052.552246
	Iteration 45Q: 3 clusters Score -384358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -384361.375000 Penalty: 4052.552246
	Iteration 46Q: 3 clusters Score -384361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -384365.468750 Penalty: 4052.552246
	Iteration 47Q: 3 clusters Score -384365.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -384368.437500 Penalty: 4052.552246
	Iteration 48Q: 3 clusters Score -384368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -384371.562500 Penalty: 4052.552246
	Iteration 49Q: 3 clusters Score -384371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -384372.656250 Penalty: 4052.552246
	Iteration 50Q: 3 clusters Score -384372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -384373.781250 Penalty: 4052.552246
	Iteration 51Q: 3 clusters Score -384373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -384373.781250 Penalty: 4052.552246
	Iteration 52F: 3 clusters Score -384373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Entering Unmasked Estep 
Score: -1211124.625000 Penalty: 2295.649414
	Iteration 0F: 2 clusters Score -1211125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1203163.750000 Penalty: 4591.298828
	Iteration 0F: 3 clusters Score -1203164 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1205583.250000 Penalty: 4591.298828
	Iteration 1F: 3 clusters Score -1205583 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1206064.500000 Penalty: 4591.298828
	Iteration 2F: 3 clusters Score -1206064 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1206571.375000 Penalty: 4591.298828
	Iteration 3F: 3 clusters Score -1206571 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1207086.750000 Penalty: 4591.298828
	Iteration 4F: 3 clusters Score -1207087 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1207591.875000 Penalty: 4591.298828
	Iteration 5F: 3 clusters Score -1207592 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1208042.625000 Penalty: 4591.298828
	Iteration 6F: 3 clusters Score -1208043 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1208401.500000 Penalty: 4591.298828
	Iteration 7Q: 3 clusters Score -1208402 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1208732.750000 Penalty: 4591.298828
	Iteration 8Q: 3 clusters Score -1208733 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1209011.750000 Penalty: 4591.298828
	Iteration 9Q: 3 clusters Score -1209012 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1209187.750000 Penalty: 4591.298828
	Iteration 10Q: 3 clusters Score -1209188 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1209300.375000 Penalty: 4591.298828
	Iteration 11Q: 3 clusters Score -1209300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1209376.000000 Penalty: 4591.298828
	Iteration 12Q: 3 clusters Score -1209376 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1209423.250000 Penalty: 4591.298828
	Iteration 13Q: 3 clusters Score -1209423 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1209472.250000 Penalty: 4591.298828
	Iteration 14Q: 3 clusters Score -1209472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1209508.125000 Penalty: 4591.298828
	Iteration 15Q: 3 clusters Score -1209508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1209544.875000 Penalty: 4591.298828
	Iteration 16Q: 3 clusters Score -1209545 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1209584.375000 Penalty: 4591.298828
	Iteration 17Q: 3 clusters Score -1209584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1209617.375000 Penalty: 4591.298828
	Iteration 18Q: 3 clusters Score -1209617 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1209655.500000 Penalty: 4591.298828
	Iteration 19Q: 3 clusters Score -1209656 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1209695.500000 Penalty: 4591.298828
	Iteration 20F: 3 clusters Score -1209696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1209750.000000 Penalty: 4591.298828
	Iteration 21Q: 3 clusters Score -1209750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1209815.250000 Penalty: 4591.298828
	Iteration 22Q: 3 clusters Score -1209815 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1209874.500000 Penalty: 4591.298828
	Iteration 23Q: 3 clusters Score -1209874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1209950.375000 Penalty: 4591.298828
	Iteration 24Q: 3 clusters Score -1209950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1210064.125000 Penalty: 4591.298828
	Iteration 25Q: 3 clusters Score -1210064 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1210192.125000 Penalty: 4591.298828
	Iteration 26Q: 3 clusters Score -1210192 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1210336.000000 Penalty: 4591.298828
	Iteration 27Q: 3 clusters Score -1210336 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1210495.750000 Penalty: 4591.298828
	Iteration 28Q: 3 clusters Score -1210496 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1210671.250000 Penalty: 4591.298828
	Iteration 29Q: 3 clusters Score -1210671 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1210835.500000 Penalty: 4591.298828
	Iteration 30Q: 3 clusters Score -1210836 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1210997.625000 Penalty: 4591.298828
	Iteration 31Q: 3 clusters Score -1210998 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1211127.000000 Penalty: 4591.298828
	Iteration 32Q: 3 clusters Score -1211127 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1211221.625000 Penalty: 4591.298828
	Iteration 33Q: 3 clusters Score -1211222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1211273.250000 Penalty: 4591.298828
	Iteration 34Q: 3 clusters Score -1211273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1211297.500000 Penalty: 4591.298828
	Iteration 35Q: 3 clusters Score -1211298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1211314.875000 Penalty: 4591.298828
	Iteration 36Q: 3 clusters Score -1211315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1211325.500000 Penalty: 4591.298828
	Iteration 37Q: 3 clusters Score -1211326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1211337.250000 Penalty: 4591.298828
	Iteration 38Q: 3 clusters Score -1211337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1211344.375000 Penalty: 4591.298828
	Iteration 39Q: 3 clusters Score -1211344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1211354.500000 Penalty: 4591.298828
	Iteration 40F: 3 clusters Score -1211354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1211356.875000 Penalty: 4591.298828
	Iteration 41Q: 3 clusters Score -1211357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1211354.875000 Penalty: 4591.298828
	Iteration 42Q: 3 clusters Score -1211355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1211352.750000 Penalty: 4591.298828
	Iteration 43Q: 3 clusters Score -1211353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1211354.875000 Penalty: 4591.298828
	Iteration 44Q: 3 clusters Score -1211355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1211355.000000 Penalty: 4591.298828
	Iteration 45Q: 3 clusters Score -1211355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1211356.625000 Penalty: 4591.298828
	Iteration 46Q: 3 clusters Score -1211357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1211357.250000 Penalty: 4591.298828
	Iteration 47Q: 3 clusters Score -1211357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1211357.000000 Penalty: 4591.298828
	Iteration 48Q: 3 clusters Score -1211357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1211358.500000 Penalty: 4591.298828
	Iteration 49Q: 3 clusters Score -1211358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1211360.125000 Penalty: 4591.298828
	Iteration 50Q: 3 clusters Score -1211360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1211357.375000 Penalty: 4591.298828
	Iteration 51Q: 3 clusters Score -1211357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1211358.250000 Penalty: 4591.298828
	Iteration 52Q: 3 clusters Score -1211358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1211358.250000 Penalty: 4591.298828
	Iteration 53F: 3 clusters Score -1211358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 79435 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 92865 members 
Mstep: Class 7 contains 157447 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 115919 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 175230 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 20906 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 168463 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 110349 members 
Mstep: Class 18 contains 28796 members 
Mstep: Class 19 contains 241597 members 
Mstep: Class 20 contains 26882 members 
Mstep: Class 21 contains 62263 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 12005 members 
Mstep: Class 26 contains 11853 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 10210 members 
Mstep: Class 29 contains 73136 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 21166 members 
Mstep: Class 33 contains 881 members 
Mstep: Class 34 contains 3535 members 
Mstep: Class 35 contains 7178 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 6559 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 564 members 
Mstep: Class 40 contains 3296 members 
Entering Unmasked Estep 
Score: -205583632.000000 Penalty: 142798.250000
Splitting cluster 35 changes total score from -205584896.000000 to -205583632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -18286.267578 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18286.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17180.400391 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17180.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17225.085938 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17225.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17230.832031 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17230.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17230.832031 Penalty: 2586.608154
	Iteration 3F: 3 clusters Score -17230.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -792268.812500 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -792268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -786777.687500 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -786777.7 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -788153.000000 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -788153 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -788379.000000 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -788379 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -788520.000000 Penalty: 4359.142090
	Iteration 3Q: 3 clusters Score -788520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -788612.687500 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -788612.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -788690.625000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -788690.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -788757.187500 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -788757.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -788805.625000 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -788805.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -788841.312500 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -788841.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -788880.625000 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -788880.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -788909.062500 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -788909.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -788937.750000 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -788937.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -788957.937500 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -788957.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -788985.437500 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -788985.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -789011.375000 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -789011.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -789036.812500 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -789036.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -789058.562500 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -789058.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -789081.812500 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -789081.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -789106.937500 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -789106.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -789130.312500 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -789130.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -789152.375000 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -789152.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -789184.000000 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -789184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -789217.500000 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -789217.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -789253.187500 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -789253.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -789294.687500 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -789294.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -789342.750000 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -789342.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -789395.937500 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -789395.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -789443.750000 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -789443.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -789485.187500 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -789485.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -789532.562500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -789532.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -789579.937500 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -789579.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -789627.125000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -789627.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -789674.875000 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -789674.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -789724.375000 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -789724.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -789782.375000 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -789782.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -789834.812500 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -789834.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -789894.125000 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -789894.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -789940.312500 Penalty: 4359.142090
	Iteration 37Q: 3 clusters Score -789940.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -789984.812500 Penalty: 4359.142090
	Iteration 38Q: 3 clusters Score -789984.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -790022.375000 Penalty: 4359.142090
	Iteration 39Q: 3 clusters Score -790022.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -790061.812500 Penalty: 4359.142090
	Iteration 40F: 3 clusters Score -790061.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -790094.937500 Penalty: 4359.142090
	Iteration 41Q: 3 clusters Score -790094.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -790112.875000 Penalty: 4359.142090
	Iteration 42Q: 3 clusters Score -790112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -790136.875000 Penalty: 4359.142090
	Iteration 43Q: 3 clusters Score -790136.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -790155.500000 Penalty: 4359.142090
	Iteration 44Q: 3 clusters Score -790155.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -790165.250000 Penalty: 4359.142090
	Iteration 45Q: 3 clusters Score -790165.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -790177.437500 Penalty: 4359.142090
	Iteration 46Q: 3 clusters Score -790177.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -790189.687500 Penalty: 4359.142090
	Iteration 47Q: 3 clusters Score -790189.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -790199.250000 Penalty: 4359.142090
	Iteration 48Q: 3 clusters Score -790199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -790205.000000 Penalty: 4359.142090
	Iteration 49Q: 3 clusters Score -790205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -790214.875000 Penalty: 4359.142090
	Iteration 50Q: 3 clusters Score -790214.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -790224.000000 Penalty: 4359.142090
	Iteration 51Q: 3 clusters Score -790224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -790228.437500 Penalty: 4359.142090
	Iteration 52Q: 3 clusters Score -790228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -790234.375000 Penalty: 4359.142090
	Iteration 53Q: 3 clusters Score -790234.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -790241.375000 Penalty: 4359.142090
	Iteration 54Q: 3 clusters Score -790241.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -790258.187500 Penalty: 4359.142090
	Iteration 55Q: 3 clusters Score -790258.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -790266.937500 Penalty: 4359.142090
	Iteration 56Q: 3 clusters Score -790266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -790271.812500 Penalty: 4359.142090
	Iteration 57Q: 3 clusters Score -790271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -790279.437500 Penalty: 4359.142090
	Iteration 58Q: 3 clusters Score -790279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -790283.000000 Penalty: 4359.142090
	Iteration 59Q: 3 clusters Score -790283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -790294.000000 Penalty: 4359.142090
	Iteration 60F: 3 clusters Score -790294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -790298.312500 Penalty: 4359.142090
	Iteration 61Q: 3 clusters Score -790298.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -790305.000000 Penalty: 4359.142090
	Iteration 62Q: 3 clusters Score -790305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -790307.687500 Penalty: 4359.142090
	Iteration 63Q: 3 clusters Score -790307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -790310.875000 Penalty: 4359.142090
	Iteration 64Q: 3 clusters Score -790310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -790316.812500 Penalty: 4359.142090
	Iteration 65Q: 3 clusters Score -790316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -790318.500000 Penalty: 4359.142090
	Iteration 66Q: 3 clusters Score -790318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -790320.625000 Penalty: 4359.142090
	Iteration 67Q: 3 clusters Score -790320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -790320.625000 Penalty: 4359.142090
	Iteration 68F: 3 clusters Score -790320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -78436.265625 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -78436.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76781.101562 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -76781.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77051.726562 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77051.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77159.812500 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77159.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77209.304688 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -77209.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77252.125000 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -77252.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77292.812500 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -77292.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77312.695312 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -77312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77336.125000 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -77336.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77367.539062 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -77367.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77384.890625 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -77384.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77392.445312 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -77392.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77396.976562 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -77396.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77400.968750 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -77400.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77405.945312 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -77405.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77409.742188 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -77409.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77416.703125 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -77416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77420.281250 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -77420.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77420.281250 Penalty: 3272.184082
	Iteration 17F: 3 clusters Score -77420.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -62616.753906 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -62616.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61023.042969 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -61023.04 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61189.058594 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -61189.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61263.292969 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -61263.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61294.875000 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -61294.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61303.882812 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -61303.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61306.742188 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -61306.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61311.613281 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -61311.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61317.753906 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -61317.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61325.816406 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -61325.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61336.632812 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -61336.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61338.414062 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -61338.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61346.789062 Penalty: 3142.187012
	Iteration 11Q: 3 clusters Score -61346.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61349.730469 Penalty: 3142.187012
	Iteration 12Q: 3 clusters Score -61349.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61353.992188 Penalty: 3142.187012
	Iteration 13Q: 3 clusters Score -61353.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61354.867188 Penalty: 3142.187012
	Iteration 14Q: 3 clusters Score -61354.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61354.867188 Penalty: 3142.187012
	Iteration 15F: 3 clusters Score -61354.87 nChanged 0
--- Evaluating fit on full set of 5355296 points ---
Entering Unmasked Estep 
Score: -638937920.000000 Penalty: 149854.062500
20->40 Clusters: Score -638937920.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1785098 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 89082 members 
Mstep: Class 3 contains 89538 members 
Mstep: Class 4 contains 89215 members 
Mstep: Class 5 contains 89241 members 
Mstep: Class 6 contains 89519 members 
Mstep: Class 7 contains 89418 members 
Mstep: Class 8 contains 88880 members 
Mstep: Class 9 contains 89306 members 
Mstep: Class 10 contains 89496 members 
Mstep: Class 11 contains 89319 members 
Mstep: Class 12 contains 89363 members 
Mstep: Class 13 contains 89480 members 
Mstep: Class 14 contains 89334 members 
Mstep: Class 15 contains 88704 members 
Mstep: Class 16 contains 89509 members 
Mstep: Class 17 contains 89692 members 
Mstep: Class 18 contains 88928 members 
Mstep: Class 19 contains 88860 members 
Mstep: Class 20 contains 88880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1114.775879 but Gain 3569.960938
Score: -196876288.000000 Penalty: 67829.164062
Iteration 0F: 20 clusters Score -1.968763e+08 nChanged 1688893
Entering Unmasked Mstep 
Mstep: Class 0 contains 2631 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 115290 members 
Mstep: Class 3 contains 113342 members 
Mstep: Class 4 contains 53703 members 
Mstep: Class 6 contains 141603 members 
Mstep: Class 7 contains 66834 members 
Mstep: Class 8 contains 47474 members 
Mstep: Class 9 contains 90467 members 
Mstep: Class 10 contains 47561 members 
Mstep: Class 11 contains 120126 members 
Mstep: Class 12 contains 77782 members 
Mstep: Class 13 contains 129324 members 
Mstep: Class 14 contains 89164 members 
Mstep: Class 15 contains 83899 members 
Mstep: Class 16 contains 67857 members 
Mstep: Class 17 contains 101787 members 
Mstep: Class 18 contains 187918 members 
Mstep: Class 19 contains 123585 members 
Mstep: Class 20 contains 37284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -201005552.000000 Penalty: 67829.164062
Iteration 1F: 20 clusters Score -2.010056e+08 nChanged 672973
Entering Unmasked Mstep 
Mstep: Class 0 contains 2237 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 116480 members 
Mstep: Class 3 contains 105992 members 
Mstep: Class 4 contains 72379 members 
Mstep: Class 6 contains 120337 members 
Mstep: Class 7 contains 63721 members 
Mstep: Class 8 contains 44948 members 
Mstep: Class 9 contains 88472 members 
Mstep: Class 10 contains 34450 members 
Mstep: Class 11 contains 122540 members 
Mstep: Class 12 contains 71881 members 
Mstep: Class 13 contains 151632 members 
Mstep: Class 14 contains 69611 members 
Mstep: Class 15 contains 135448 members 
Mstep: Class 16 contains 64312 members 
Mstep: Class 17 contains 103277 members 
Mstep: Class 18 contains 182996 members 
Mstep: Class 19 contains 133338 members 
Mstep: Class 20 contains 20795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -202600320.000000 Penalty: 67829.164062
Iteration 2F: 20 clusters Score -2.026003e+08 nChanged 546634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1482 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 128644 members 
Mstep: Class 3 contains 82377 members 
Mstep: Class 4 contains 103888 members 
Mstep: Class 6 contains 106275 members 
Mstep: Class 7 contains 63143 members 
Mstep: Class 8 contains 40929 members 
Mstep: Class 9 contains 92512 members 
Mstep: Class 10 contains 24242 members 
Mstep: Class 11 contains 106716 members 
Mstep: Class 12 contains 55601 members 
Mstep: Class 13 contains 159921 members 
Mstep: Class 14 contains 60887 members 
Mstep: Class 15 contains 213275 members 
Mstep: Class 16 contains 64529 members 
Mstep: Class 17 contains 110627 members 
Mstep: Class 18 contains 180747 members 
Mstep: Class 19 contains 112793 members 
Mstep: Class 20 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -203579968.000000 Penalty: 67829.164062
Iteration 3F: 20 clusters Score -2.0358e+08 nChanged 398847
Entering Unmasked Mstep 
Mstep: Class 0 contains 1362 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 137598 members 
Mstep: Class 3 contains 70560 members 
Mstep: Class 4 contains 129717 members 
Mstep: Class 6 contains 93931 members 
Mstep: Class 7 contains 61509 members 
Mstep: Class 8 contains 28944 members 
Mstep: Class 9 contains 107773 members 
Mstep: Class 10 contains 18990 members 
Mstep: Class 11 contains 94343 members 
Mstep: Class 12 contains 44952 members 
Mstep: Class 13 contains 163847 members 
Mstep: Class 14 contains 59597 members 
Mstep: Class 15 contains 253391 members 
Mstep: Class 16 contains 67330 members 
Mstep: Class 17 contains 114576 members 
Mstep: Class 18 contains 180332 members 
Mstep: Class 19 contains 91365 members 
Mstep: Class 20 contains 13495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204080768.000000 Penalty: 67829.164062
Iteration 4F: 20 clusters Score -2.040808e+08 nChanged 284991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1333 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 143032 members 
Mstep: Class 3 contains 65050 members 
Mstep: Class 4 contains 146322 members 
Mstep: Class 6 contains 84312 members 
Mstep: Class 7 contains 56082 members 
Mstep: Class 8 contains 16183 members 
Mstep: Class 9 contains 128412 members 
Mstep: Class 10 contains 15681 members 
Mstep: Class 11 contains 86841 members 
Mstep: Class 12 contains 38957 members 
Mstep: Class 13 contains 175320 members 
Mstep: Class 14 contains 60554 members 
Mstep: Class 15 contains 260502 members 
Mstep: Class 16 contains 74605 members 
Mstep: Class 17 contains 115282 members 
Mstep: Class 18 contains 178622 members 
Mstep: Class 19 contains 77855 members 
Mstep: Class 20 contains 16211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204419520.000000 Penalty: 67829.164062
Iteration 5F: 20 clusters Score -2.044195e+08 nChanged 217630
Entering Unmasked Mstep 
Mstep: Class 0 contains 1301 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 145540 members 
Mstep: Class 3 contains 60409 members 
Mstep: Class 4 contains 151976 members 
Mstep: Class 6 contains 77534 members 
Mstep: Class 7 contains 48216 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 151815 members 
Mstep: Class 10 contains 13544 members 
Mstep: Class 11 contains 85205 members 
Mstep: Class 12 contains 34565 members 
Mstep: Class 13 contains 189030 members 
Mstep: Class 14 contains 63014 members 
Mstep: Class 15 contains 256943 members 
Mstep: Class 16 contains 83100 members 
Mstep: Class 17 contains 113900 members 
Mstep: Class 18 contains 173719 members 
Mstep: Class 19 contains 69324 members 
Mstep: Class 20 contains 20731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204643264.000000 Penalty: 67829.164062
Iteration 6F: 20 clusters Score -2.046433e+08 nChanged 168419
Entering Unmasked Mstep 
Mstep: Class 0 contains 826 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 146527 members 
Mstep: Class 3 contains 56702 members 
Mstep: Class 4 contains 148223 members 
Mstep: Class 6 contains 73576 members 
Mstep: Class 7 contains 39985 members 
Mstep: Class 8 contains 6908 members 
Mstep: Class 9 contains 176163 members 
Mstep: Class 10 contains 12018 members 
Mstep: Class 11 contains 89129 members 
Mstep: Class 12 contains 30581 members 
Mstep: Class 13 contains 199014 members 
Mstep: Class 14 contains 66918 members 
Mstep: Class 15 contains 251483 members 
Mstep: Class 16 contains 89780 members 
Mstep: Class 17 contains 112346 members 
Mstep: Class 18 contains 167842 members 
Mstep: Class 19 contains 61753 members 
Mstep: Class 20 contains 25295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204868256.000000 Penalty: 67829.164062
Iteration 7F: 20 clusters Score -2.048683e+08 nChanged 139837
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 147438 members 
Mstep: Class 3 contains 53653 members 
Mstep: Class 4 contains 141875 members 
Mstep: Class 6 contains 70930 members 
Mstep: Class 7 contains 32934 members 
Mstep: Class 8 contains 6614 members 
Mstep: Class 9 contains 199287 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 95701 members 
Mstep: Class 12 contains 26122 members 
Mstep: Class 13 contains 206475 members 
Mstep: Class 14 contains 72674 members 
Mstep: Class 15 contains 246241 members 
Mstep: Class 16 contains 94386 members 
Mstep: Class 17 contains 110875 members 
Mstep: Class 18 contains 161267 members 
Mstep: Class 19 contains 54524 members 
Mstep: Class 20 contains 28899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204962560.000000 Penalty: 67829.164062
Iteration 8F: 20 clusters Score -2.049626e+08 nChanged 113757
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 148317 members 
Mstep: Class 3 contains 52109 members 
Mstep: Class 4 contains 135640 members 
Mstep: Class 6 contains 69365 members 
Mstep: Class 7 contains 27208 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 216868 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 102824 members 
Mstep: Class 12 contains 22039 members 
Mstep: Class 13 contains 212340 members 
Mstep: Class 14 contains 79001 members 
Mstep: Class 15 contains 241523 members 
Mstep: Class 16 contains 97945 members 
Mstep: Class 17 contains 109312 members 
Mstep: Class 18 contains 154522 members 
Mstep: Class 19 contains 48886 members 
Mstep: Class 20 contains 31229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205015120.000000 Penalty: 67829.164062
Iteration 9F: 20 clusters Score -2.050151e+08 nChanged 92127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 149297 members 
Mstep: Class 3 contains 52321 members 
Mstep: Class 4 contains 130480 members 
Mstep: Class 6 contains 68344 members 
Mstep: Class 7 contains 22780 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 227276 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 109642 members 
Mstep: Class 12 contains 18945 members 
Mstep: Class 13 contains 217196 members 
Mstep: Class 14 contains 84856 members 
Mstep: Class 15 contains 237492 members 
Mstep: Class 16 contains 101159 members 
Mstep: Class 17 contains 107653 members 
Mstep: Class 18 contains 147908 members 
Mstep: Class 19 contains 45246 members 
Mstep: Class 20 contains 32426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205052672.000000 Penalty: 67829.164062
Iteration 10F: 20 clusters Score -2.050527e+08 nChanged 75684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 150246 members 
Mstep: Class 3 contains 54145 members 
Mstep: Class 4 contains 126125 members 
Mstep: Class 6 contains 67755 members 
Mstep: Class 7 contains 19238 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 232394 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 115985 members 
Mstep: Class 12 contains 17003 members 
Mstep: Class 13 contains 221646 members 
Mstep: Class 14 contains 89845 members 
Mstep: Class 15 contains 234207 members 
Mstep: Class 16 contains 103772 members 
Mstep: Class 17 contains 105995 members 
Mstep: Class 18 contains 141669 members 
Mstep: Class 19 contains 42749 members 
Mstep: Class 20 contains 32688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205080400.000000 Penalty: 67829.164062
Iteration 11Q: 20 clusters Score -2.050804e+08 nChanged 64050
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 151294 members 
Mstep: Class 3 contains 57248 members 
Mstep: Class 4 contains 122563 members 
Mstep: Class 6 contains 67323 members 
Mstep: Class 7 contains 16318 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 233920 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 121896 members 
Mstep: Class 12 contains 16001 members 
Mstep: Class 13 contains 225618 members 
Mstep: Class 14 contains 94077 members 
Mstep: Class 15 contains 231408 members 
Mstep: Class 16 contains 106128 members 
Mstep: Class 17 contains 104548 members 
Mstep: Class 18 contains 135586 members 
Mstep: Class 19 contains 40597 members 
Mstep: Class 20 contains 32265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205100512.000000 Penalty: 67829.164062
Iteration 12Q: 20 clusters Score -2.051005e+08 nChanged 55494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 152142 members 
Mstep: Class 3 contains 61488 members 
Mstep: Class 4 contains 119692 members 
Mstep: Class 6 contains 66993 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 233126 members 
Mstep: Class 10 contains 8933 members 
Mstep: Class 11 contains 127325 members 
Mstep: Class 12 contains 15546 members 
Mstep: Class 13 contains 229286 members 
Mstep: Class 14 contains 97522 members 
Mstep: Class 15 contains 228946 members 
Mstep: Class 16 contains 108407 members 
Mstep: Class 17 contains 103301 members 
Mstep: Class 18 contains 129834 members 
Mstep: Class 19 contains 38493 members 
Mstep: Class 20 contains 31334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205117328.000000 Penalty: 67829.164062
Iteration 13Q: 20 clusters Score -2.051173e+08 nChanged 48903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 152934 members 
Mstep: Class 3 contains 66809 members 
Mstep: Class 4 contains 117415 members 
Mstep: Class 6 contains 66735 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 230716 members 
Mstep: Class 10 contains 8908 members 
Mstep: Class 11 contains 132225 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 232811 members 
Mstep: Class 14 contains 100275 members 
Mstep: Class 15 contains 226780 members 
Mstep: Class 16 contains 110554 members 
Mstep: Class 17 contains 102170 members 
Mstep: Class 18 contains 124482 members 
Mstep: Class 19 contains 36162 members 
Mstep: Class 20 contains 30114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205132768.000000 Penalty: 67829.164062
Iteration 14Q: 20 clusters Score -2.051328e+08 nChanged 44053
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 153755 members 
Mstep: Class 3 contains 73012 members 
Mstep: Class 4 contains 115549 members 
Mstep: Class 6 contains 66514 members 
Mstep: Class 7 contains 10404 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 227220 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 136604 members 
Mstep: Class 12 contains 15509 members 
Mstep: Class 13 contains 236094 members 
Mstep: Class 14 contains 102496 members 
Mstep: Class 15 contains 224742 members 
Mstep: Class 16 contains 112434 members 
Mstep: Class 17 contains 101162 members 
Mstep: Class 18 contains 119730 members 
Mstep: Class 19 contains 33463 members 
Mstep: Class 20 contains 28742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205145280.000000 Penalty: 67829.164062
Iteration 15Q: 20 clusters Score -2.051453e+08 nChanged 39867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 154432 members 
Mstep: Class 3 contains 79948 members 
Mstep: Class 4 contains 113991 members 
Mstep: Class 6 contains 66289 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 222876 members 
Mstep: Class 10 contains 8943 members 
Mstep: Class 11 contains 140539 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 239236 members 
Mstep: Class 14 contains 104194 members 
Mstep: Class 15 contains 222847 members 
Mstep: Class 16 contains 114091 members 
Mstep: Class 17 contains 100166 members 
Mstep: Class 18 contains 115552 members 
Mstep: Class 19 contains 30542 members 
Mstep: Class 20 contains 27429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205157728.000000 Penalty: 67829.164062
Iteration 16Q: 20 clusters Score -2.051577e+08 nChanged 37218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 155167 members 
Mstep: Class 3 contains 87862 members 
Mstep: Class 4 contains 112634 members 
Mstep: Class 6 contains 65902 members 
Mstep: Class 7 contains 8489 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 217832 members 
Mstep: Class 10 contains 8982 members 
Mstep: Class 11 contains 143939 members 
Mstep: Class 12 contains 15803 members 
Mstep: Class 13 contains 242197 members 
Mstep: Class 14 contains 105524 members 
Mstep: Class 15 contains 221105 members 
Mstep: Class 16 contains 115621 members 
Mstep: Class 17 contains 99200 members 
Mstep: Class 18 contains 111851 members 
Mstep: Class 19 contains 27387 members 
Mstep: Class 20 contains 26104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205167760.000000 Penalty: 67829.164062
Iteration 17Q: 20 clusters Score -2.051678e+08 nChanged 34281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 155953 members 
Mstep: Class 3 contains 96442 members 
Mstep: Class 4 contains 111322 members 
Mstep: Class 6 contains 65385 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 212224 members 
Mstep: Class 10 contains 8989 members 
Mstep: Class 11 contains 147022 members 
Mstep: Class 12 contains 15982 members 
Mstep: Class 13 contains 244903 members 
Mstep: Class 14 contains 106461 members 
Mstep: Class 15 contains 219457 members 
Mstep: Class 16 contains 117065 members 
Mstep: Class 17 contains 98293 members 
Mstep: Class 18 contains 108656 members 
Mstep: Class 19 contains 24218 members 
Mstep: Class 20 contains 24934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205179152.000000 Penalty: 67829.164062
Iteration 18Q: 20 clusters Score -2.051792e+08 nChanged 31602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 156675 members 
Mstep: Class 3 contains 105519 members 
Mstep: Class 4 contains 110237 members 
Mstep: Class 6 contains 64863 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 206062 members 
Mstep: Class 10 contains 8977 members 
Mstep: Class 11 contains 149603 members 
Mstep: Class 12 contains 16297 members 
Mstep: Class 13 contains 247460 members 
Mstep: Class 14 contains 107120 members 
Mstep: Class 15 contains 217884 members 
Mstep: Class 16 contains 118327 members 
Mstep: Class 17 contains 97441 members 
Mstep: Class 18 contains 105885 members 
Mstep: Class 19 contains 21298 members 
Mstep: Class 20 contains 23854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205188144.000000 Penalty: 67829.164062
Iteration 19Q: 20 clusters Score -2.051881e+08 nChanged 29245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 157450 members 
Mstep: Class 3 contains 115139 members 
Mstep: Class 4 contains 109304 members 
Mstep: Class 6 contains 64276 members 
Mstep: Class 7 contains 7098 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 199604 members 
Mstep: Class 10 contains 8929 members 
Mstep: Class 11 contains 151719 members 
Mstep: Class 12 contains 16544 members 
Mstep: Class 13 contains 249729 members 
Mstep: Class 14 contains 107528 members 
Mstep: Class 15 contains 216487 members 
Mstep: Class 16 contains 119409 members 
Mstep: Class 17 contains 96571 members 
Mstep: Class 18 contains 103514 members 
Mstep: Class 19 contains 18564 members 
Mstep: Class 20 contains 22899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205199776.000000 Penalty: 67829.164062
Iteration 20F: 20 clusters Score -2.051998e+08 nChanged 28592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 157895 members 
Mstep: Class 3 contains 125038 members 
Mstep: Class 4 contains 108401 members 
Mstep: Class 6 contains 63686 members 
Mstep: Class 7 contains 6989 members 
Mstep: Class 8 contains 5395 members 
Mstep: Class 9 contains 192862 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 153237 members 
Mstep: Class 12 contains 17081 members 
Mstep: Class 13 contains 251674 members 
Mstep: Class 14 contains 107719 members 
Mstep: Class 15 contains 215010 members 
Mstep: Class 16 contains 120365 members 
Mstep: Class 17 contains 95793 members 
Mstep: Class 18 contains 101010 members 
Mstep: Class 19 contains 16312 members 
Mstep: Class 20 contains 22169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205210416.000000 Penalty: 67829.164062
Iteration 21Q: 20 clusters Score -2.052104e+08 nChanged 28112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 158433 members 
Mstep: Class 3 contains 135252 members 
Mstep: Class 4 contains 107630 members 
Mstep: Class 6 contains 62921 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 5382 members 
Mstep: Class 9 contains 186053 members 
Mstep: Class 10 contains 9059 members 
Mstep: Class 11 contains 154134 members 
Mstep: Class 12 contains 17500 members 
Mstep: Class 13 contains 253459 members 
Mstep: Class 14 contains 107769 members 
Mstep: Class 15 contains 213648 members 
Mstep: Class 16 contains 121234 members 
Mstep: Class 17 contains 94985 members 
Mstep: Class 18 contains 99014 members 
Mstep: Class 19 contains 14568 members 
Mstep: Class 20 contains 21262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205220720.000000 Penalty: 67829.164062
Iteration 22Q: 20 clusters Score -2.052207e+08 nChanged 27261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 159064 members 
Mstep: Class 3 contains 145335 members 
Mstep: Class 4 contains 106989 members 
Mstep: Class 6 contains 62071 members 
Mstep: Class 7 contains 6772 members 
Mstep: Class 8 contains 5372 members 
Mstep: Class 9 contains 179322 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 154479 members 
Mstep: Class 12 contains 17818 members 
Mstep: Class 13 contains 255112 members 
Mstep: Class 14 contains 107718 members 
Mstep: Class 15 contains 212302 members 
Mstep: Class 16 contains 121938 members 
Mstep: Class 17 contains 94183 members 
Mstep: Class 18 contains 97479 members 
Mstep: Class 19 contains 13355 members 
Mstep: Class 20 contains 20255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205229920.000000 Penalty: 67829.164062
Iteration 23Q: 20 clusters Score -2.052299e+08 nChanged 26947
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 159957 members 
Mstep: Class 3 contains 155431 members 
Mstep: Class 4 contains 106477 members 
Mstep: Class 6 contains 61019 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 172297 members 
Mstep: Class 10 contains 9162 members 
Mstep: Class 11 contains 154222 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 256603 members 
Mstep: Class 14 contains 107621 members 
Mstep: Class 15 contains 211007 members 
Mstep: Class 16 contains 122480 members 
Mstep: Class 17 contains 93337 members 
Mstep: Class 18 contains 96500 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 19472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205245984.000000 Penalty: 67829.164062
Iteration 24Q: 20 clusters Score -2.05246e+08 nChanged 28427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 161456 members 
Mstep: Class 3 contains 166476 members 
Mstep: Class 4 contains 106066 members 
Mstep: Class 6 contains 59774 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 164095 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 153329 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 257709 members 
Mstep: Class 14 contains 107558 members 
Mstep: Class 15 contains 209779 members 
Mstep: Class 16 contains 122824 members 
Mstep: Class 17 contains 92445 members 
Mstep: Class 18 contains 95761 members 
Mstep: Class 19 contains 11969 members 
Mstep: Class 20 contains 18979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205265200.000000 Penalty: 67829.164062
Iteration 25Q: 20 clusters Score -2.052652e+08 nChanged 30142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 163801 members 
Mstep: Class 3 contains 177798 members 
Mstep: Class 4 contains 105736 members 
Mstep: Class 6 contains 58265 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 155375 members 
Mstep: Class 10 contains 9224 members 
Mstep: Class 11 contains 151821 members 
Mstep: Class 12 contains 18480 members 
Mstep: Class 13 contains 258544 members 
Mstep: Class 14 contains 107476 members 
Mstep: Class 15 contains 208479 members 
Mstep: Class 16 contains 123013 members 
Mstep: Class 17 contains 91512 members 
Mstep: Class 18 contains 94880 members 
Mstep: Class 19 contains 11645 members 
Mstep: Class 20 contains 19209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205282144.000000 Penalty: 67829.164062
Iteration 26Q: 20 clusters Score -2.052821e+08 nChanged 33207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 167481 members 
Mstep: Class 3 contains 188896 members 
Mstep: Class 4 contains 105538 members 
Mstep: Class 6 contains 56622 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 146384 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 149758 members 
Mstep: Class 12 contains 18627 members 
Mstep: Class 13 contains 258890 members 
Mstep: Class 14 contains 107362 members 
Mstep: Class 15 contains 207166 members 
Mstep: Class 16 contains 123034 members 
Mstep: Class 17 contains 90518 members 
Mstep: Class 18 contains 93946 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 19917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205297392.000000 Penalty: 67829.164062
Iteration 27Q: 20 clusters Score -2.052974e+08 nChanged 33414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 172110 members 
Mstep: Class 3 contains 198631 members 
Mstep: Class 4 contains 105283 members 
Mstep: Class 6 contains 54997 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 138335 members 
Mstep: Class 10 contains 9367 members 
Mstep: Class 11 contains 147497 members 
Mstep: Class 12 contains 18760 members 
Mstep: Class 13 contains 258873 members 
Mstep: Class 14 contains 107234 members 
Mstep: Class 15 contains 205932 members 
Mstep: Class 16 contains 122872 members 
Mstep: Class 17 contains 89509 members 
Mstep: Class 18 contains 92823 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 21025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205307056.000000 Penalty: 67829.164062
Iteration 28Q: 20 clusters Score -2.053071e+08 nChanged 32444
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 176844 members 
Mstep: Class 3 contains 206905 members 
Mstep: Class 4 contains 105141 members 
Mstep: Class 6 contains 53499 members 
Mstep: Class 7 contains 6573 members 
Mstep: Class 8 contains 5351 members 
Mstep: Class 9 contains 131344 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 11 contains 145301 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 258593 members 
Mstep: Class 14 contains 107131 members 
Mstep: Class 15 contains 204782 members 
Mstep: Class 16 contains 122615 members 
Mstep: Class 17 contains 88537 members 
Mstep: Class 18 contains 91632 members 
Mstep: Class 19 contains 11410 members 
Mstep: Class 20 contains 22434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205314336.000000 Penalty: 67829.164062
Iteration 29Q: 20 clusters Score -2.053143e+08 nChanged 28962
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 181315 members 
Mstep: Class 3 contains 213042 members 
Mstep: Class 4 contains 105016 members 
Mstep: Class 6 contains 52239 members 
Mstep: Class 7 contains 6558 members 
Mstep: Class 8 contains 5347 members 
Mstep: Class 9 contains 126026 members 
Mstep: Class 10 contains 9507 members 
Mstep: Class 11 contains 143288 members 
Mstep: Class 12 contains 18899 members 
Mstep: Class 13 contains 258109 members 
Mstep: Class 14 contains 107123 members 
Mstep: Class 15 contains 203788 members 
Mstep: Class 16 contains 122283 members 
Mstep: Class 17 contains 87616 members 
Mstep: Class 18 contains 90466 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 24026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205319328.000000 Penalty: 67829.164062
Iteration 30Q: 20 clusters Score -2.053193e+08 nChanged 25012
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 185489 members 
Mstep: Class 3 contains 216907 members 
Mstep: Class 4 contains 104985 members 
Mstep: Class 6 contains 51229 members 
Mstep: Class 7 contains 6575 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 122404 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 141422 members 
Mstep: Class 12 contains 18997 members 
Mstep: Class 13 contains 257563 members 
Mstep: Class 14 contains 107151 members 
Mstep: Class 15 contains 202927 members 
Mstep: Class 16 contains 121860 members 
Mstep: Class 17 contains 86779 members 
Mstep: Class 18 contains 89355 members 
Mstep: Class 19 contains 11603 members 
Mstep: Class 20 contains 25693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205321120.000000 Penalty: 67829.164062
Iteration 31Q: 20 clusters Score -2.053211e+08 nChanged 21391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 189501 members 
Mstep: Class 3 contains 219047 members 
Mstep: Class 4 contains 104991 members 
Mstep: Class 6 contains 50409 members 
Mstep: Class 7 contains 6591 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 120294 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 139641 members 
Mstep: Class 12 contains 19100 members 
Mstep: Class 13 contains 256859 members 
Mstep: Class 14 contains 107283 members 
Mstep: Class 15 contains 202127 members 
Mstep: Class 16 contains 121411 members 
Mstep: Class 17 contains 85995 members 
Mstep: Class 18 contains 88366 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 27276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205324976.000000 Penalty: 67829.164062
Iteration 32Q: 20 clusters Score -2.05325e+08 nChanged 17967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 193285 members 
Mstep: Class 3 contains 219903 members 
Mstep: Class 4 contains 105031 members 
Mstep: Class 6 contains 49709 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 119357 members 
Mstep: Class 10 contains 9747 members 
Mstep: Class 11 contains 138114 members 
Mstep: Class 12 contains 19199 members 
Mstep: Class 13 contains 256053 members 
Mstep: Class 14 contains 107428 members 
Mstep: Class 15 contains 201371 members 
Mstep: Class 16 contains 120976 members 
Mstep: Class 17 contains 85297 members 
Mstep: Class 18 contains 87435 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 28666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205326576.000000 Penalty: 67829.164062
Iteration 33Q: 20 clusters Score -2.053266e+08 nChanged 15472
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 196782 members 
Mstep: Class 3 contains 219996 members 
Mstep: Class 4 contains 105083 members 
Mstep: Class 6 contains 49116 members 
Mstep: Class 7 contains 6609 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 119126 members 
Mstep: Class 10 contains 9782 members 
Mstep: Class 11 contains 136705 members 
Mstep: Class 12 contains 19328 members 
Mstep: Class 13 contains 255155 members 
Mstep: Class 14 contains 107695 members 
Mstep: Class 15 contains 200722 members 
Mstep: Class 16 contains 120576 members 
Mstep: Class 17 contains 84668 members 
Mstep: Class 18 contains 86532 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 29901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205328944.000000 Penalty: 67829.164062
Iteration 34Q: 20 clusters Score -2.053289e+08 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 199925 members 
Mstep: Class 3 contains 219479 members 
Mstep: Class 4 contains 105141 members 
Mstep: Class 6 contains 48664 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 119462 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 135445 members 
Mstep: Class 12 contains 19477 members 
Mstep: Class 13 contains 254179 members 
Mstep: Class 14 contains 107985 members 
Mstep: Class 15 contains 200137 members 
Mstep: Class 16 contains 120222 members 
Mstep: Class 17 contains 84092 members 
Mstep: Class 18 contains 85723 members 
Mstep: Class 19 contains 12277 members 
Mstep: Class 20 contains 31052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205331184.000000 Penalty: 67829.164062
Iteration 35Q: 20 clusters Score -2.053312e+08 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 202787 members 
Mstep: Class 3 contains 218713 members 
Mstep: Class 4 contains 105257 members 
Mstep: Class 6 contains 48299 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 120031 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 134264 members 
Mstep: Class 12 contains 19594 members 
Mstep: Class 13 contains 253178 members 
Mstep: Class 14 contains 108289 members 
Mstep: Class 15 contains 199596 members 
Mstep: Class 16 contains 119879 members 
Mstep: Class 17 contains 83615 members 
Mstep: Class 18 contains 85013 members 
Mstep: Class 19 contains 12448 members 
Mstep: Class 20 contains 32072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205332512.000000 Penalty: 67829.164062
Iteration 36Q: 20 clusters Score -2.053325e+08 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 205428 members 
Mstep: Class 3 contains 217692 members 
Mstep: Class 4 contains 105404 members 
Mstep: Class 6 contains 47991 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 120879 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 133162 members 
Mstep: Class 12 contains 19716 members 
Mstep: Class 13 contains 252245 members 
Mstep: Class 14 contains 108614 members 
Mstep: Class 15 contains 199132 members 
Mstep: Class 16 contains 119507 members 
Mstep: Class 17 contains 83157 members 
Mstep: Class 18 contains 84369 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 32943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205334784.000000 Penalty: 67829.164062
Iteration 37Q: 20 clusters Score -2.053348e+08 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 207864 members 
Mstep: Class 3 contains 216552 members 
Mstep: Class 4 contains 105566 members 
Mstep: Class 6 contains 47737 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 121932 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 132036 members 
Mstep: Class 12 contains 19825 members 
Mstep: Class 13 contains 251392 members 
Mstep: Class 14 contains 108940 members 
Mstep: Class 15 contains 198686 members 
Mstep: Class 16 contains 119178 members 
Mstep: Class 17 contains 82770 members 
Mstep: Class 18 contains 83715 members 
Mstep: Class 19 contains 12742 members 
Mstep: Class 20 contains 33740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205336480.000000 Penalty: 67829.164062
Iteration 38Q: 20 clusters Score -2.053365e+08 nChanged 9420
Entering ConstructFrom: 
Score: -205336480.000000 Penalty: 67829.164062
Entering ConstructFrom: 
Trying to split cluster 1 (20649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Entering Unmasked Estep 
Score: -2337450.000000 Penalty: 2463.984619
	Iteration 0F: 2 clusters Score -2337450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2322942.750000 Penalty: 4927.969238
	Iteration 0F: 3 clusters Score -2322943 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2328199.250000 Penalty: 4927.969238
	Iteration 1F: 3 clusters Score -2328199 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2329085.250000 Penalty: 4927.969238
	Iteration 2F: 3 clusters Score -2329085 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2330007.750000 Penalty: 4927.969238
	Iteration 3F: 3 clusters Score -2330008 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2330928.250000 Penalty: 4927.969238
	Iteration 4F: 3 clusters Score -2330928 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2331787.250000 Penalty: 4927.969238
	Iteration 5F: 3 clusters Score -2331787 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2332561.000000 Penalty: 4927.969238
	Iteration 6F: 3 clusters Score -2332561 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2333208.250000 Penalty: 4927.969238
	Iteration 7F: 3 clusters Score -2333208 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2333656.000000 Penalty: 4927.969238
	Iteration 8Q: 3 clusters Score -2333656 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2334010.250000 Penalty: 4927.969238
	Iteration 9Q: 3 clusters Score -2334010 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2334284.750000 Penalty: 4927.969238
	Iteration 10Q: 3 clusters Score -2334285 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2334493.750000 Penalty: 4927.969238
	Iteration 11Q: 3 clusters Score -2334494 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2334684.750000 Penalty: 4927.969238
	Iteration 12Q: 3 clusters Score -2334685 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2334899.250000 Penalty: 4927.969238
	Iteration 13Q: 3 clusters Score -2334899 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2335085.250000 Penalty: 4927.969238
	Iteration 14Q: 3 clusters Score -2335085 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2335240.750000 Penalty: 4927.969238
	Iteration 15Q: 3 clusters Score -2335241 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2335343.000000 Penalty: 4927.969238
	Iteration 16Q: 3 clusters Score -2335343 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2335453.250000 Penalty: 4927.969238
	Iteration 17Q: 3 clusters Score -2335453 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2335557.500000 Penalty: 4927.969238
	Iteration 18Q: 3 clusters Score -2335558 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2335647.000000 Penalty: 4927.969238
	Iteration 19Q: 3 clusters Score -2335647 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2335755.750000 Penalty: 4927.969238
	Iteration 20F: 3 clusters Score -2335756 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2335879.500000 Penalty: 4927.969238
	Iteration 21Q: 3 clusters Score -2335880 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2336015.500000 Penalty: 4927.969238
	Iteration 22Q: 3 clusters Score -2336016 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2336170.000000 Penalty: 4927.969238
	Iteration 23Q: 3 clusters Score -2336170 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2336316.500000 Penalty: 4927.969238
	Iteration 24Q: 3 clusters Score -2336316 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2336440.000000 Penalty: 4927.969238
	Iteration 25Q: 3 clusters Score -2336440 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2336544.500000 Penalty: 4927.969238
	Iteration 26Q: 3 clusters Score -2336544 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2336649.000000 Penalty: 4927.969238
	Iteration 27Q: 3 clusters Score -2336649 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2336769.750000 Penalty: 4927.969238
	Iteration 28Q: 3 clusters Score -2336770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2336885.250000 Penalty: 4927.969238
	Iteration 29Q: 3 clusters Score -2336885 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2337011.000000 Penalty: 4927.969238
	Iteration 30Q: 3 clusters Score -2337011 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2337138.000000 Penalty: 4927.969238
	Iteration 31Q: 3 clusters Score -2337138 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2337249.000000 Penalty: 4927.969238
	Iteration 32Q: 3 clusters Score -2337249 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2337339.500000 Penalty: 4927.969238
	Iteration 33Q: 3 clusters Score -2337340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2337410.750000 Penalty: 4927.969238
	Iteration 34Q: 3 clusters Score -2337411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2337458.500000 Penalty: 4927.969238
	Iteration 35Q: 3 clusters Score -2337458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2337477.250000 Penalty: 4927.969238
	Iteration 36Q: 3 clusters Score -2337477 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2337501.750000 Penalty: 4927.969238
	Iteration 37Q: 3 clusters Score -2337502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2337516.000000 Penalty: 4927.969238
	Iteration 38Q: 3 clusters Score -2337516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2337522.500000 Penalty: 4927.969238
	Iteration 39Q: 3 clusters Score -2337522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2337540.750000 Penalty: 4927.969238
	Iteration 40F: 3 clusters Score -2337541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2337545.000000 Penalty: 4927.969238
	Iteration 41Q: 3 clusters Score -2337545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2337552.000000 Penalty: 4927.969238
	Iteration 42Q: 3 clusters Score -2337552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2337551.000000 Penalty: 4927.969238
	Iteration 43Q: 3 clusters Score -2337551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2337552.250000 Penalty: 4927.969238
	Iteration 44Q: 3 clusters Score -2337552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2337560.500000 Penalty: 4927.969238
	Iteration 45Q: 3 clusters Score -2337560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2337558.500000 Penalty: 4927.969238
	Iteration 46Q: 3 clusters Score -2337558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2337557.750000 Penalty: 4927.969238
	Iteration 47Q: 3 clusters Score -2337558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2337552.750000 Penalty: 4927.969238
	Iteration 48Q: 3 clusters Score -2337553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2337557.750000 Penalty: 4927.969238
	Iteration 49Q: 3 clusters Score -2337558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2337560.750000 Penalty: 4927.969238
	Iteration 50Q: 3 clusters Score -2337561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2337560.250000 Penalty: 4927.969238
	Iteration 51Q: 3 clusters Score -2337560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2337560.750000 Penalty: 4927.969238
	Iteration 52Q: 3 clusters Score -2337561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2337560.500000 Penalty: 4927.969238
	Iteration 53Q: 3 clusters Score -2337560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2337560.500000 Penalty: 4927.969238
	Iteration 54F: 3 clusters Score -2337560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 105744 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 47535 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 250570 members 
Mstep: Class 14 contains 109252 members 
Mstep: Class 15 contains 198309 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 82394 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Entering Unmasked Estep 
Score: -205335776.000000 Penalty: 71399.125000
Splitting cluster 1 changes total score from -205336480.000000 to -205335776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (210096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210096 members 
Entering Unmasked Estep 
Score: -24606938.000000 Penalty: 3039.319336
	Iteration 0F: 2 clusters Score -2.460694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -24465528.000000 Penalty: 6078.638672
	Iteration 0F: 3 clusters Score -2.446553e+07 nChanged 101358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -24525222.000000 Penalty: 6078.638672
	Iteration 1F: 3 clusters Score -2.452522e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 116664 members 
Entering Unmasked Estep 
Score: -24527556.000000 Penalty: 6078.638672
	Iteration 2Q: 3 clusters Score -2.452756e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -24531804.000000 Penalty: 6078.638672
	Iteration 3Q: 3 clusters Score -2.45318e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 134609 members 
Entering Unmasked Estep 
Score: -24539646.000000 Penalty: 6078.638672
	Iteration 4F: 3 clusters Score -2.453965e+07 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -24552166.000000 Penalty: 6078.638672
	Iteration 5F: 3 clusters Score -2.455217e+07 nChanged 17993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -24567232.000000 Penalty: 6078.638672
	Iteration 6F: 3 clusters Score -2.456723e+07 nChanged 15807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -24581100.000000 Penalty: 6078.638672
	Iteration 7F: 3 clusters Score -2.45811e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 189636 members 
Entering Unmasked Estep 
Score: -24590768.000000 Penalty: 6078.638672
	Iteration 8F: 3 clusters Score -2.459077e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 196136 members 
Entering Unmasked Estep 
Score: -24596772.000000 Penalty: 6078.638672
	Iteration 9Q: 3 clusters Score -2.459677e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 199780 members 
Entering Unmasked Estep 
Score: -24599946.000000 Penalty: 6078.638672
	Iteration 10Q: 3 clusters Score -2.459995e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 201790 members 
Entering Unmasked Estep 
Score: -24601848.000000 Penalty: 6078.638672
	Iteration 11Q: 3 clusters Score -2.460185e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 202950 members 
Entering Unmasked Estep 
Score: -24602786.000000 Penalty: 6078.638672
	Iteration 12Q: 3 clusters Score -2.460279e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 203654 members 
Entering Unmasked Estep 
Score: -24603530.000000 Penalty: 6078.638672
	Iteration 13Q: 3 clusters Score -2.460353e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -24604024.000000 Penalty: 6078.638672
	Iteration 14Q: 3 clusters Score -2.460402e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 204472 members 
Entering Unmasked Estep 
Score: -24604264.000000 Penalty: 6078.638672
	Iteration 15Q: 3 clusters Score -2.460426e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 204700 members 
Entering Unmasked Estep 
Score: -24604490.000000 Penalty: 6078.638672
	Iteration 16Q: 3 clusters Score -2.460449e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 204864 members 
Entering Unmasked Estep 
Score: -24604672.000000 Penalty: 6078.638672
	Iteration 17Q: 3 clusters Score -2.460467e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 204973 members 
Entering Unmasked Estep 
Score: -24604848.000000 Penalty: 6078.638672
	Iteration 18Q: 3 clusters Score -2.460485e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 205073 members 
Entering Unmasked Estep 
Score: -24605018.000000 Penalty: 6078.638672
	Iteration 19Q: 3 clusters Score -2.460502e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 205134 members 
Entering Unmasked Estep 
Score: -24605144.000000 Penalty: 6078.638672
	Iteration 20F: 3 clusters Score -2.460514e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 205191 members 
Entering Unmasked Estep 
Score: -24605334.000000 Penalty: 6078.638672
	Iteration 21Q: 3 clusters Score -2.460533e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 205232 members 
Entering Unmasked Estep 
Score: -24605460.000000 Penalty: 6078.638672
	Iteration 22Q: 3 clusters Score -2.460546e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 205244 members 
Entering Unmasked Estep 
Score: -24605624.000000 Penalty: 6078.638672
	Iteration 23Q: 3 clusters Score -2.460562e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 205257 members 
Entering Unmasked Estep 
Score: -24605790.000000 Penalty: 6078.638672
	Iteration 24Q: 3 clusters Score -2.460579e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 205257 members 
Entering Unmasked Estep 
Score: -24605822.000000 Penalty: 6078.638672
	Iteration 25Q: 3 clusters Score -2.460582e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 205259 members 
Entering Unmasked Estep 
Score: -24605876.000000 Penalty: 6078.638672
	Iteration 26Q: 3 clusters Score -2.460588e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 205245 members 
Entering Unmasked Estep 
Score: -24605916.000000 Penalty: 6078.638672
	Iteration 27Q: 3 clusters Score -2.460592e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 205233 members 
Entering Unmasked Estep 
Score: -24605966.000000 Penalty: 6078.638672
	Iteration 28Q: 3 clusters Score -2.460597e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -24605998.000000 Penalty: 6078.638672
	Iteration 29Q: 3 clusters Score -2.4606e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 205193 members 
Entering Unmasked Estep 
Score: -24606000.000000 Penalty: 6078.638672
	Iteration 30Q: 3 clusters Score -2.4606e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 205193 members 
Entering Unmasked Estep 
Score: -24605998.000000 Penalty: 6078.638672
	Iteration 31Q: 3 clusters Score -2.4606e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 205186 members 
Entering Unmasked Estep 
Score: -24606018.000000 Penalty: 6078.638672
	Iteration 32Q: 3 clusters Score -2.460602e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 205187 members 
Entering Unmasked Estep 
Score: -24606040.000000 Penalty: 6078.638672
	Iteration 33Q: 3 clusters Score -2.460604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 205192 members 
Entering Unmasked Estep 
Score: -24606032.000000 Penalty: 6078.638672
	Iteration 34Q: 3 clusters Score -2.460603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 205187 members 
Entering Unmasked Estep 
Score: -24606046.000000 Penalty: 6078.638672
	Iteration 35Q: 3 clusters Score -2.460605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 205184 members 
Entering Unmasked Estep 
Score: -24606052.000000 Penalty: 6078.638672
	Iteration 36Q: 3 clusters Score -2.460605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 205188 members 
Entering Unmasked Estep 
Score: -24606032.000000 Penalty: 6078.638672
	Iteration 37Q: 3 clusters Score -2.460603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 205198 members 
Entering Unmasked Estep 
Score: -24606002.000000 Penalty: 6078.638672
	Iteration 38Q: 3 clusters Score -2.4606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 205198 members 
Entering Unmasked Estep 
Score: -24606024.000000 Penalty: 6078.638672
	Iteration 39Q: 3 clusters Score -2.460602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 205192 members 
Entering Unmasked Estep 
Score: -24605998.000000 Penalty: 6078.638672
	Iteration 40F: 3 clusters Score -2.4606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 205190 members 
Entering Unmasked Estep 
Score: -24606026.000000 Penalty: 6078.638672
	Iteration 41Q: 3 clusters Score -2.460603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 205194 members 
Entering Unmasked Estep 
Score: -24606018.000000 Penalty: 6078.638672
	Iteration 42Q: 3 clusters Score -2.460602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 205195 members 
Entering Unmasked Estep 
Score: -24606026.000000 Penalty: 6078.638672
	Iteration 43Q: 3 clusters Score -2.460603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 205198 members 
Entering Unmasked Estep 
Score: -24606028.000000 Penalty: 6078.638672
	Iteration 44Q: 3 clusters Score -2.460603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 205199 members 
Entering Unmasked Estep 
Score: -24606026.000000 Penalty: 6078.638672
	Iteration 45Q: 3 clusters Score -2.460603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 205201 members 
Entering Unmasked Estep 
Score: -24606016.000000 Penalty: 6078.638672
	Iteration 46Q: 3 clusters Score -2.460602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 205201 members 
Entering Unmasked Estep 
Score: -24606010.000000 Penalty: 6078.638672
	Iteration 47Q: 3 clusters Score -2.460601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -24606028.000000 Penalty: 6078.638672
	Iteration 48Q: 3 clusters Score -2.460603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -24606028.000000 Penalty: 6078.638672
	Iteration 49F: 3 clusters Score -2.460603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (215306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215306 members 
Entering Unmasked Estep 
Score: -25678598.000000 Penalty: 3045.394287
	Iteration 0F: 2 clusters Score -2.56786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -25551118.000000 Penalty: 6090.788574
	Iteration 0F: 3 clusters Score -2.555112e+07 nChanged 103632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 111607 members 
Entering Unmasked Estep 
Score: -25612508.000000 Penalty: 6090.788574
	Iteration 1F: 3 clusters Score -2.561251e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -25614332.000000 Penalty: 6090.788574
	Iteration 2Q: 3 clusters Score -2.561433e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 117501 members 
Entering Unmasked Estep 
Score: -25617022.000000 Penalty: 6090.788574
	Iteration 3Q: 3 clusters Score -2.561702e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 122488 members 
Entering Unmasked Estep 
Score: -25620488.000000 Penalty: 6090.788574
	Iteration 4Q: 3 clusters Score -2.562049e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -25625182.000000 Penalty: 6090.788574
	Iteration 5Q: 3 clusters Score -2.562518e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -25631770.000000 Penalty: 6090.788574
	Iteration 6F: 3 clusters Score -2.563177e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -25640666.000000 Penalty: 6090.788574
	Iteration 7F: 3 clusters Score -2.564067e+07 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -25650554.000000 Penalty: 6090.788574
	Iteration 8F: 3 clusters Score -2.565055e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 179110 members 
Entering Unmasked Estep 
Score: -25659068.000000 Penalty: 6090.788574
	Iteration 9F: 3 clusters Score -2.565907e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 191810 members 
Entering Unmasked Estep 
Score: -25666546.000000 Penalty: 6090.788574
	Iteration 10F: 3 clusters Score -2.566655e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 200763 members 
Entering Unmasked Estep 
Score: -25670968.000000 Penalty: 6090.788574
	Iteration 11Q: 3 clusters Score -2.567097e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 206240 members 
Entering Unmasked Estep 
Score: -25673352.000000 Penalty: 6090.788574
	Iteration 12Q: 3 clusters Score -2.567335e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 209598 members 
Entering Unmasked Estep 
Score: -25674586.000000 Penalty: 6090.788574
	Iteration 13Q: 3 clusters Score -2.567459e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 211517 members 
Entering Unmasked Estep 
Score: -25675362.000000 Penalty: 6090.788574
	Iteration 14Q: 3 clusters Score -2.567536e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 212626 members 
Entering Unmasked Estep 
Score: -25675794.000000 Penalty: 6090.788574
	Iteration 15Q: 3 clusters Score -2.567579e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 213225 members 
Entering Unmasked Estep 
Score: -25676110.000000 Penalty: 6090.788574
	Iteration 16Q: 3 clusters Score -2.567611e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 213584 members 
Entering Unmasked Estep 
Score: -25676130.000000 Penalty: 6090.788574
	Iteration 17Q: 3 clusters Score -2.567613e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 213783 members 
Entering Unmasked Estep 
Score: -25676248.000000 Penalty: 6090.788574
	Iteration 18Q: 3 clusters Score -2.567625e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 213907 members 
Entering Unmasked Estep 
Score: -25676368.000000 Penalty: 6090.788574
	Iteration 19Q: 3 clusters Score -2.567637e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 213977 members 
Entering Unmasked Estep 
Score: -25676410.000000 Penalty: 6090.788574
	Iteration 20F: 3 clusters Score -2.567641e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 214045 members 
Entering Unmasked Estep 
Score: -25676466.000000 Penalty: 6090.788574
	Iteration 21Q: 3 clusters Score -2.567647e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 214095 members 
Entering Unmasked Estep 
Score: -25676554.000000 Penalty: 6090.788574
	Iteration 22Q: 3 clusters Score -2.567655e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 214130 members 
Entering Unmasked Estep 
Score: -25676594.000000 Penalty: 6090.788574
	Iteration 23Q: 3 clusters Score -2.567659e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 214145 members 
Entering Unmasked Estep 
Score: -25676628.000000 Penalty: 6090.788574
	Iteration 24Q: 3 clusters Score -2.567663e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 214166 members 
Entering Unmasked Estep 
Score: -25676640.000000 Penalty: 6090.788574
	Iteration 25Q: 3 clusters Score -2.567664e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 214174 members 
Entering Unmasked Estep 
Score: -25676628.000000 Penalty: 6090.788574
	Iteration 26Q: 3 clusters Score -2.567663e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 214182 members 
Entering Unmasked Estep 
Score: -25676672.000000 Penalty: 6090.788574
	Iteration 27Q: 3 clusters Score -2.567667e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 214182 members 
Entering Unmasked Estep 
Score: -25676672.000000 Penalty: 6090.788574
	Iteration 28Q: 3 clusters Score -2.567667e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 214183 members 
Entering Unmasked Estep 
Score: -25676714.000000 Penalty: 6090.788574
	Iteration 29Q: 3 clusters Score -2.567671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 214178 members 
Entering Unmasked Estep 
Score: -25676740.000000 Penalty: 6090.788574
	Iteration 30Q: 3 clusters Score -2.567674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 214174 members 
Entering Unmasked Estep 
Score: -25676764.000000 Penalty: 6090.788574
	Iteration 31Q: 3 clusters Score -2.567676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 214174 members 
Entering Unmasked Estep 
Score: -25676800.000000 Penalty: 6090.788574
	Iteration 32Q: 3 clusters Score -2.56768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 214176 members 
Entering Unmasked Estep 
Score: -25676816.000000 Penalty: 6090.788574
	Iteration 33Q: 3 clusters Score -2.567682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 214173 members 
Entering Unmasked Estep 
Score: -25676872.000000 Penalty: 6090.788574
	Iteration 34Q: 3 clusters Score -2.567687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 214166 members 
Entering Unmasked Estep 
Score: -25676860.000000 Penalty: 6090.788574
	Iteration 35Q: 3 clusters Score -2.567686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 214169 members 
Entering Unmasked Estep 
Score: -25676858.000000 Penalty: 6090.788574
	Iteration 36Q: 3 clusters Score -2.567686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 214174 members 
Entering Unmasked Estep 
Score: -25676876.000000 Penalty: 6090.788574
	Iteration 37Q: 3 clusters Score -2.567688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 214172 members 
Entering Unmasked Estep 
Score: -25676870.000000 Penalty: 6090.788574
	Iteration 38Q: 3 clusters Score -2.567687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 214170 members 
Entering Unmasked Estep 
Score: -25676884.000000 Penalty: 6090.788574
	Iteration 39Q: 3 clusters Score -2.567688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 214173 members 
Entering Unmasked Estep 
Score: -25676890.000000 Penalty: 6090.788574
	Iteration 40F: 3 clusters Score -2.567689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 214166 members 
Entering Unmasked Estep 
Score: -25676890.000000 Penalty: 6090.788574
	Iteration 41Q: 3 clusters Score -2.567689e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 214159 members 
Entering Unmasked Estep 
Score: -25676910.000000 Penalty: 6090.788574
	Iteration 42Q: 3 clusters Score -2.567691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 214155 members 
Entering Unmasked Estep 
Score: -25676930.000000 Penalty: 6090.788574
	Iteration 43Q: 3 clusters Score -2.567693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 214152 members 
Entering Unmasked Estep 
Score: -25676930.000000 Penalty: 6090.788574
	Iteration 44Q: 3 clusters Score -2.567693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 214147 members 
Entering Unmasked Estep 
Score: -25676950.000000 Penalty: 6090.788574
	Iteration 45Q: 3 clusters Score -2.567695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 214140 members 
Entering Unmasked Estep 
Score: -25676960.000000 Penalty: 6090.788574
	Iteration 46Q: 3 clusters Score -2.567696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 214131 members 
Entering Unmasked Estep 
Score: -25676962.000000 Penalty: 6090.788574
	Iteration 47Q: 3 clusters Score -2.567696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 214121 members 
Entering Unmasked Estep 
Score: -25676998.000000 Penalty: 6090.788574
	Iteration 48Q: 3 clusters Score -2.5677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 214110 members 
Entering Unmasked Estep 
Score: -25676990.000000 Penalty: 6090.788574
	Iteration 49Q: 3 clusters Score -2.567699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 214105 members 
Entering Unmasked Estep 
Score: -25677016.000000 Penalty: 6090.788574
	Iteration 50Q: 3 clusters Score -2.567702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 214095 members 
Entering Unmasked Estep 
Score: -25677002.000000 Penalty: 6090.788574
	Iteration 51Q: 3 clusters Score -2.5677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 214078 members 
Entering Unmasked Estep 
Score: -25677022.000000 Penalty: 6090.788574
	Iteration 52Q: 3 clusters Score -2.567702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 214064 members 
Entering Unmasked Estep 
Score: -25677038.000000 Penalty: 6090.788574
	Iteration 53Q: 3 clusters Score -2.567704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 214056 members 
Entering Unmasked Estep 
Score: -25677018.000000 Penalty: 6090.788574
	Iteration 54Q: 3 clusters Score -2.567702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 214050 members 
Entering Unmasked Estep 
Score: -25677012.000000 Penalty: 6090.788574
	Iteration 55Q: 3 clusters Score -2.567701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 214053 members 
Entering Unmasked Estep 
Score: -25677030.000000 Penalty: 6090.788574
	Iteration 56Q: 3 clusters Score -2.567703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 214052 members 
Entering Unmasked Estep 
Score: -25677042.000000 Penalty: 6090.788574
	Iteration 57Q: 3 clusters Score -2.567704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 214051 members 
Entering Unmasked Estep 
Score: -25677048.000000 Penalty: 6090.788574
	Iteration 58Q: 3 clusters Score -2.567705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 214055 members 
Entering Unmasked Estep 
Score: -25677056.000000 Penalty: 6090.788574
	Iteration 59Q: 3 clusters Score -2.567706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 214054 members 
Entering Unmasked Estep 
Score: -25677066.000000 Penalty: 6090.788574
	Iteration 60F: 3 clusters Score -2.567707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 214055 members 
Entering Unmasked Estep 
Score: -25677076.000000 Penalty: 6090.788574
	Iteration 61Q: 3 clusters Score -2.567708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 214057 members 
Entering Unmasked Estep 
Score: -25677058.000000 Penalty: 6090.788574
	Iteration 62Q: 3 clusters Score -2.567706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 214054 members 
Entering Unmasked Estep 
Score: -25677070.000000 Penalty: 6090.788574
	Iteration 63Q: 3 clusters Score -2.567707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 214056 members 
Entering Unmasked Estep 
Score: -25677084.000000 Penalty: 6090.788574
	Iteration 64Q: 3 clusters Score -2.567708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 214052 members 
Entering Unmasked Estep 
Score: -25677074.000000 Penalty: 6090.788574
	Iteration 65Q: 3 clusters Score -2.567707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 214051 members 
Entering Unmasked Estep 
Score: -25677080.000000 Penalty: 6090.788574
	Iteration 66Q: 3 clusters Score -2.567708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 214050 members 
Entering Unmasked Estep 
Score: -25677080.000000 Penalty: 6090.788574
	Iteration 67Q: 3 clusters Score -2.567708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 214050 members 
Entering Unmasked Estep 
Score: -25677080.000000 Penalty: 6090.788574
	Iteration 68F: 3 clusters Score -2.567708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (105744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Entering Unmasked Estep 
Score: -12135448.000000 Penalty: 2869.056396
	Iteration 0F: 2 clusters Score -1.213545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -12064684.000000 Penalty: 5738.112793
	Iteration 0F: 3 clusters Score -1.206468e+07 nChanged 50267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -12095578.000000 Penalty: 5738.112793
	Iteration 1F: 3 clusters Score -1.209558e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -12101205.000000 Penalty: 5738.112793
	Iteration 2F: 3 clusters Score -1.21012e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -12111618.000000 Penalty: 5738.112793
	Iteration 3F: 3 clusters Score -1.211162e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -12123923.000000 Penalty: 5738.112793
	Iteration 4F: 3 clusters Score -1.212392e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -12132198.000000 Penalty: 5738.112793
	Iteration 5F: 3 clusters Score -1.21322e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -12136180.000000 Penalty: 5738.112793
	Iteration 6F: 3 clusters Score -1.213618e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -12138035.000000 Penalty: 5738.112793
	Iteration 7Q: 3 clusters Score -1.213804e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -12139034.000000 Penalty: 5738.112793
	Iteration 8Q: 3 clusters Score -1.213903e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -12139685.000000 Penalty: 5738.112793
	Iteration 9Q: 3 clusters Score -1.213968e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -12140081.000000 Penalty: 5738.112793
	Iteration 10Q: 3 clusters Score -1.214008e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -12140277.000000 Penalty: 5738.112793
	Iteration 11Q: 3 clusters Score -1.214028e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -12140401.000000 Penalty: 5738.112793
	Iteration 12Q: 3 clusters Score -1.21404e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -12140550.000000 Penalty: 5738.112793
	Iteration 13Q: 3 clusters Score -1.214055e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -12140657.000000 Penalty: 5738.112793
	Iteration 14Q: 3 clusters Score -1.214066e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -12140774.000000 Penalty: 5738.112793
	Iteration 15Q: 3 clusters Score -1.214077e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 94638 members 
Entering Unmasked Estep 
Score: -12140860.000000 Penalty: 5738.112793
	Iteration 16Q: 3 clusters Score -1.214086e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -12140969.000000 Penalty: 5738.112793
	Iteration 17Q: 3 clusters Score -1.214097e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -12141046.000000 Penalty: 5738.112793
	Iteration 18Q: 3 clusters Score -1.214105e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -12141111.000000 Penalty: 5738.112793
	Iteration 19Q: 3 clusters Score -1.214111e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -12141163.000000 Penalty: 5738.112793
	Iteration 20F: 3 clusters Score -1.214116e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -12141253.000000 Penalty: 5738.112793
	Iteration 21Q: 3 clusters Score -1.214125e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -12141248.000000 Penalty: 5738.112793
	Iteration 22Q: 3 clusters Score -1.214125e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -12141256.000000 Penalty: 5738.112793
	Iteration 23Q: 3 clusters Score -1.214126e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -12141302.000000 Penalty: 5738.112793
	Iteration 24Q: 3 clusters Score -1.21413e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -12141323.000000 Penalty: 5738.112793
	Iteration 25Q: 3 clusters Score -1.214132e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -12141365.000000 Penalty: 5738.112793
	Iteration 26Q: 3 clusters Score -1.214136e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -12141429.000000 Penalty: 5738.112793
	Iteration 27Q: 3 clusters Score -1.214143e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -12141477.000000 Penalty: 5738.112793
	Iteration 28Q: 3 clusters Score -1.214148e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -12141485.000000 Penalty: 5738.112793
	Iteration 29Q: 3 clusters Score -1.214148e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -12141504.000000 Penalty: 5738.112793
	Iteration 30Q: 3 clusters Score -1.21415e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -12141511.000000 Penalty: 5738.112793
	Iteration 31Q: 3 clusters Score -1.214151e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -12141529.000000 Penalty: 5738.112793
	Iteration 32Q: 3 clusters Score -1.214153e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -12141575.000000 Penalty: 5738.112793
	Iteration 33Q: 3 clusters Score -1.214158e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -12141582.000000 Penalty: 5738.112793
	Iteration 34Q: 3 clusters Score -1.214158e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -12141577.000000 Penalty: 5738.112793
	Iteration 35Q: 3 clusters Score -1.214158e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -12141594.000000 Penalty: 5738.112793
	Iteration 36Q: 3 clusters Score -1.214159e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 98763 members 
Entering Unmasked Estep 
Score: -12141593.000000 Penalty: 5738.112793
	Iteration 37Q: 3 clusters Score -1.214159e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -12141612.000000 Penalty: 5738.112793
	Iteration 38Q: 3 clusters Score -1.214161e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 98868 members 
Entering Unmasked Estep 
Score: -12141610.000000 Penalty: 5738.112793
	Iteration 39Q: 3 clusters Score -1.214161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 98919 members 
Entering Unmasked Estep 
Score: -12141601.000000 Penalty: 5738.112793
	Iteration 40F: 3 clusters Score -1.21416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -12141609.000000 Penalty: 5738.112793
	Iteration 41Q: 3 clusters Score -1.214161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -12141610.000000 Penalty: 5738.112793
	Iteration 42Q: 3 clusters Score -1.214161e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -12141604.000000 Penalty: 5738.112793
	Iteration 43Q: 3 clusters Score -1.21416e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -12141627.000000 Penalty: 5738.112793
	Iteration 44Q: 3 clusters Score -1.214163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -12141637.000000 Penalty: 5738.112793
	Iteration 45Q: 3 clusters Score -1.214164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -12141676.000000 Penalty: 5738.112793
	Iteration 46Q: 3 clusters Score -1.214168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 99205 members 
Entering Unmasked Estep 
Score: -12141684.000000 Penalty: 5738.112793
	Iteration 47Q: 3 clusters Score -1.214168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -12141685.000000 Penalty: 5738.112793
	Iteration 48Q: 3 clusters Score -1.214168e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -12141697.000000 Penalty: 5738.112793
	Iteration 49Q: 3 clusters Score -1.21417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -12141700.000000 Penalty: 5738.112793
	Iteration 50Q: 3 clusters Score -1.21417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -12141683.000000 Penalty: 5738.112793
	Iteration 51Q: 3 clusters Score -1.214168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -12141691.000000 Penalty: 5738.112793
	Iteration 52Q: 3 clusters Score -1.214169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12141676.000000 Penalty: 5738.112793
	Iteration 53Q: 3 clusters Score -1.214168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 99303 members 
Entering Unmasked Estep 
Score: -12141679.000000 Penalty: 5738.112793
	Iteration 54Q: 3 clusters Score -1.214168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -12141694.000000 Penalty: 5738.112793
	Iteration 55Q: 3 clusters Score -1.214169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -12141690.000000 Penalty: 5738.112793
	Iteration 56Q: 3 clusters Score -1.214169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -12141699.000000 Penalty: 5738.112793
	Iteration 57Q: 3 clusters Score -1.21417e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -12141689.000000 Penalty: 5738.112793
	Iteration 58Q: 3 clusters Score -1.214169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -12141695.000000 Penalty: 5738.112793
	Iteration 59Q: 3 clusters Score -1.21417e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -12141693.000000 Penalty: 5738.112793
	Iteration 60F: 3 clusters Score -1.214169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -12141701.000000 Penalty: 5738.112793
	Iteration 61Q: 3 clusters Score -1.21417e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -12141687.000000 Penalty: 5738.112793
	Iteration 62Q: 3 clusters Score -1.214169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -12141683.000000 Penalty: 5738.112793
	Iteration 63Q: 3 clusters Score -1.214168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -12141678.000000 Penalty: 5738.112793
	Iteration 64Q: 3 clusters Score -1.214168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -12141675.000000 Penalty: 5738.112793
	Iteration 65Q: 3 clusters Score -1.214168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -12141675.000000 Penalty: 5738.112793
	Iteration 66Q: 3 clusters Score -1.214168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -12141671.000000 Penalty: 5738.112793
	Iteration 67Q: 3 clusters Score -1.214167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -12141674.000000 Penalty: 5738.112793
	Iteration 68Q: 3 clusters Score -1.214167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -12141677.000000 Penalty: 5738.112793
	Iteration 69Q: 3 clusters Score -1.214168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -12141682.000000 Penalty: 5738.112793
	Iteration 70Q: 3 clusters Score -1.214168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -12141665.000000 Penalty: 5738.112793
	Iteration 71Q: 3 clusters Score -1.214166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -12141657.000000 Penalty: 5738.112793
	Iteration 72Q: 3 clusters Score -1.214166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -12141665.000000 Penalty: 5738.112793
	Iteration 73Q: 3 clusters Score -1.214166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -12141660.000000 Penalty: 5738.112793
	Iteration 74Q: 3 clusters Score -1.214166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -12141672.000000 Penalty: 5738.112793
	Iteration 75Q: 3 clusters Score -1.214167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -12141684.000000 Penalty: 5738.112793
	Iteration 76Q: 3 clusters Score -1.214168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -12141664.000000 Penalty: 5738.112793
	Iteration 77Q: 3 clusters Score -1.214166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -12141672.000000 Penalty: 5738.112793
	Iteration 78Q: 3 clusters Score -1.214167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -12141673.000000 Penalty: 5738.112793
	Iteration 79Q: 3 clusters Score -1.214167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -12141677.000000 Penalty: 5738.112793
	Iteration 80F: 3 clusters Score -1.214168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -12141674.000000 Penalty: 5738.112793
	Iteration 81Q: 3 clusters Score -1.214167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -12141681.000000 Penalty: 5738.112793
	Iteration 82Q: 3 clusters Score -1.214168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -12141680.000000 Penalty: 5738.112793
	Iteration 83Q: 3 clusters Score -1.214168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -12141680.000000 Penalty: 5738.112793
	Iteration 84Q: 3 clusters Score -1.214168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -12141680.000000 Penalty: 5738.112793
	Iteration 85F: 3 clusters Score -1.214168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 47535 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 250570 members 
Mstep: Class 14 contains 109252 members 
Mstep: Class 15 contains 198309 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 82394 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Entering Unmasked Estep 
Score: -205345104.000000 Penalty: 71399.125000
Splitting cluster 4 changes total score from -205336480.000000 to -205345104.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -5663444.500000 Penalty: 2670.766846
	Iteration 0F: 2 clusters Score -5663444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5631381.000000 Penalty: 5341.533691
	Iteration 0F: 3 clusters Score -5631381 nChanged 22008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -5643797.000000 Penalty: 5341.533691
	Iteration 1F: 3 clusters Score -5643797 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5645033.000000 Penalty: 5341.533691
	Iteration 2Q: 3 clusters Score -5645033 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -5647509.000000 Penalty: 5341.533691
	Iteration 3F: 3 clusters Score -5647509 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5652326.000000 Penalty: 5341.533691
	Iteration 4F: 3 clusters Score -5652326 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5658652.500000 Penalty: 5341.533691
	Iteration 5F: 3 clusters Score -5658652 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -5664482.500000 Penalty: 5341.533691
	Iteration 6F: 3 clusters Score -5664482 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5668140.000000 Penalty: 5341.533691
	Iteration 7F: 3 clusters Score -5668140 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -5670021.000000 Penalty: 5341.533691
	Iteration 8Q: 3 clusters Score -5670021 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5670680.000000 Penalty: 5341.533691
	Iteration 9Q: 3 clusters Score -5670680 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -5670909.500000 Penalty: 5341.533691
	Iteration 10Q: 3 clusters Score -5670910 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -5671026.000000 Penalty: 5341.533691
	Iteration 11Q: 3 clusters Score -5671026 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -5671113.500000 Penalty: 5341.533691
	Iteration 12Q: 3 clusters Score -5671114 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5671159.000000 Penalty: 5341.533691
	Iteration 13Q: 3 clusters Score -5671159 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5671158.500000 Penalty: 5341.533691
	Iteration 14Q: 3 clusters Score -5671158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -5671167.500000 Penalty: 5341.533691
	Iteration 15Q: 3 clusters Score -5671168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -5671198.000000 Penalty: 5341.533691
	Iteration 16Q: 3 clusters Score -5671198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -5671212.500000 Penalty: 5341.533691
	Iteration 17Q: 3 clusters Score -5671212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -5671212.000000 Penalty: 5341.533691
	Iteration 18Q: 3 clusters Score -5671212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -5671206.000000 Penalty: 5341.533691
	Iteration 19Q: 3 clusters Score -5671206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -5671207.500000 Penalty: 5341.533691
	Iteration 20F: 3 clusters Score -5671208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5671214.000000 Penalty: 5341.533691
	Iteration 21Q: 3 clusters Score -5671214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -5671228.000000 Penalty: 5341.533691
	Iteration 22Q: 3 clusters Score -5671228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -5671224.000000 Penalty: 5341.533691
	Iteration 23Q: 3 clusters Score -5671224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -5671223.000000 Penalty: 5341.533691
	Iteration 24Q: 3 clusters Score -5671223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -5671223.000000 Penalty: 5341.533691
	Iteration 25Q: 3 clusters Score -5671223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -5671220.500000 Penalty: 5341.533691
	Iteration 26Q: 3 clusters Score -5671220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -5671219.500000 Penalty: 5341.533691
	Iteration 27Q: 3 clusters Score -5671220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5671220.500000 Penalty: 5341.533691
	Iteration 28Q: 3 clusters Score -5671220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -5671212.000000 Penalty: 5341.533691
	Iteration 29Q: 3 clusters Score -5671212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -5671214.500000 Penalty: 5341.533691
	Iteration 30Q: 3 clusters Score -5671214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5671214.000000 Penalty: 5341.533691
	Iteration 31Q: 3 clusters Score -5671214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5671214.000000 Penalty: 5341.533691
	Iteration 32F: 3 clusters Score -5671214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 250570 members 
Mstep: Class 14 contains 109252 members 
Mstep: Class 15 contains 198309 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 82394 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Mstep: Class 21 contains 9964 members 
Entering Unmasked Estep 
Score: -205352832.000000 Penalty: 74969.078125
Splitting cluster 6 changes total score from -205336480.000000 to -205352832.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -781879.937500 Penalty: 2184.994141
	Iteration 0F: 2 clusters Score -781879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -776320.250000 Penalty: 4369.988281
	Iteration 0F: 3 clusters Score -776320.2 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -777761.625000 Penalty: 4369.988281
	Iteration 1F: 3 clusters Score -777761.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -778013.687500 Penalty: 4369.988281
	Iteration 2F: 3 clusters Score -778013.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -778181.312500 Penalty: 4369.988281
	Iteration 3F: 3 clusters Score -778181.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -778288.062500 Penalty: 4369.988281
	Iteration 4Q: 3 clusters Score -778288.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -778375.562500 Penalty: 4369.988281
	Iteration 5Q: 3 clusters Score -778375.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -778452.125000 Penalty: 4369.988281
	Iteration 6Q: 3 clusters Score -778452.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -778543.500000 Penalty: 4369.988281
	Iteration 7Q: 3 clusters Score -778543.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -778632.750000 Penalty: 4369.988281
	Iteration 8Q: 3 clusters Score -778632.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -778710.062500 Penalty: 4369.988281
	Iteration 9Q: 3 clusters Score -778710.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -778802.312500 Penalty: 4369.988281
	Iteration 10Q: 3 clusters Score -778802.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -778902.062500 Penalty: 4369.988281
	Iteration 11Q: 3 clusters Score -778902.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -779024.062500 Penalty: 4369.988281
	Iteration 12Q: 3 clusters Score -779024.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -779171.000000 Penalty: 4369.988281
	Iteration 13Q: 3 clusters Score -779171 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -779318.062500 Penalty: 4369.988281
	Iteration 14Q: 3 clusters Score -779318.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -779450.125000 Penalty: 4369.988281
	Iteration 15Q: 3 clusters Score -779450.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -779561.750000 Penalty: 4369.988281
	Iteration 16Q: 3 clusters Score -779561.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -779655.750000 Penalty: 4369.988281
	Iteration 17Q: 3 clusters Score -779655.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -779751.000000 Penalty: 4369.988281
	Iteration 18Q: 3 clusters Score -779751 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -779854.250000 Penalty: 4369.988281
	Iteration 19Q: 3 clusters Score -779854.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -779940.250000 Penalty: 4369.988281
	Iteration 20F: 3 clusters Score -779940.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -779995.937500 Penalty: 4369.988281
	Iteration 21Q: 3 clusters Score -779995.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -780048.750000 Penalty: 4369.988281
	Iteration 22Q: 3 clusters Score -780048.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -780083.500000 Penalty: 4369.988281
	Iteration 23Q: 3 clusters Score -780083.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -780103.750000 Penalty: 4369.988281
	Iteration 24Q: 3 clusters Score -780103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -780113.750000 Penalty: 4369.988281
	Iteration 25Q: 3 clusters Score -780113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -780123.062500 Penalty: 4369.988281
	Iteration 26Q: 3 clusters Score -780123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -780125.750000 Penalty: 4369.988281
	Iteration 27Q: 3 clusters Score -780125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -780131.000000 Penalty: 4369.988281
	Iteration 28Q: 3 clusters Score -780131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -780133.375000 Penalty: 4369.988281
	Iteration 29Q: 3 clusters Score -780133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -780136.687500 Penalty: 4369.988281
	Iteration 30Q: 3 clusters Score -780136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -780135.937500 Penalty: 4369.988281
	Iteration 31Q: 3 clusters Score -780135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -780135.375000 Penalty: 4369.988281
	Iteration 32Q: 3 clusters Score -780135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -780135.375000 Penalty: 4369.988281
	Iteration 33F: 3 clusters Score -780135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Entering Unmasked Estep 
Score: -530973.500000 Penalty: 2127.602051
	Iteration 0F: 2 clusters Score -530973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -526601.000000 Penalty: 4255.204102
	Iteration 0F: 3 clusters Score -526601 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -531882.500000 Penalty: 4255.204102
	Iteration 1F: 3 clusters Score -531882.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -536859.125000 Penalty: 4255.204102
	Iteration 2F: 3 clusters Score -536859.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -539388.125000 Penalty: 4255.204102
	Iteration 3F: 3 clusters Score -539388.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -540854.750000 Penalty: 4255.204102
	Iteration 4F: 3 clusters Score -540854.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -541499.062500 Penalty: 4255.204102
	Iteration 5F: 3 clusters Score -541499.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -541951.250000 Penalty: 4255.204102
	Iteration 6Q: 3 clusters Score -541951.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -542276.250000 Penalty: 4255.204102
	Iteration 7Q: 3 clusters Score -542276.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -542537.687500 Penalty: 4255.204102
	Iteration 8Q: 3 clusters Score -542537.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -542808.500000 Penalty: 4255.204102
	Iteration 9Q: 3 clusters Score -542808.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -543188.187500 Penalty: 4255.204102
	Iteration 10Q: 3 clusters Score -543188.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -543670.750000 Penalty: 4255.204102
	Iteration 11Q: 3 clusters Score -543670.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -544243.875000 Penalty: 4255.204102
	Iteration 12Q: 3 clusters Score -544243.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -544882.312500 Penalty: 4255.204102
	Iteration 13Q: 3 clusters Score -544882.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -545078.937500 Penalty: 4255.204102
	Iteration 14Q: 3 clusters Score -545078.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -545405.687500 Penalty: 4255.204102
	Iteration 15Q: 3 clusters Score -545405.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -545718.500000 Penalty: 4255.204102
	Iteration 16Q: 3 clusters Score -545718.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -545777.687500 Penalty: 4255.204102
	Iteration 17Q: 3 clusters Score -545777.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -545802.500000 Penalty: 4255.204102
	Iteration 18Q: 3 clusters Score -545802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -545831.375000 Penalty: 4255.204102
	Iteration 19Q: 3 clusters Score -545831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -546018.937500 Penalty: 4255.204102
	Iteration 20F: 3 clusters Score -546018.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -546408.187500 Penalty: 4255.204102
	Iteration 21Q: 3 clusters Score -546408.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -547311.937500 Penalty: 4255.204102
	Iteration 22Q: 3 clusters Score -547311.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -548894.062500 Penalty: 4255.204102
	Iteration 23Q: 3 clusters Score -548894.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -549320.625000 Penalty: 4255.204102
	Iteration 24Q: 3 clusters Score -549320.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -549352.812500 Penalty: 4255.204102
	Iteration 25Q: 3 clusters Score -549352.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -549377.312500 Penalty: 4255.204102
	Iteration 26Q: 3 clusters Score -549377.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -549408.500000 Penalty: 4255.204102
	Iteration 27Q: 3 clusters Score -549408.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -549432.000000 Penalty: 4255.204102
	Iteration 28Q: 3 clusters Score -549432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -549462.812500 Penalty: 4255.204102
	Iteration 29Q: 3 clusters Score -549462.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -549472.125000 Penalty: 4255.204102
	Iteration 30Q: 3 clusters Score -549472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -549472.312500 Penalty: 4255.204102
	Iteration 31Q: 3 clusters Score -549472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -549473.375000 Penalty: 4255.204102
	Iteration 32Q: 3 clusters Score -549473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -549473.375000 Penalty: 4255.204102
	Iteration 33F: 3 clusters Score -549473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 250570 members 
Mstep: Class 14 contains 109252 members 
Mstep: Class 15 contains 198309 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 82394 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Mstep: Class 21 contains 9964 members 
Mstep: Class 22 contains 3503 members 
Entering Unmasked Estep 
Score: -205369760.000000 Penalty: 78539.031250
Splitting cluster 8 changes total score from -205336480.000000 to -205369760.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (123056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Entering Unmasked Estep 
Score: -14693551.000000 Penalty: 2906.657959
	Iteration 0F: 2 clusters Score -1.469355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -14611694.000000 Penalty: 5813.315918
	Iteration 0F: 3 clusters Score -1.461169e+07 nChanged 58428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -14645482.000000 Penalty: 5813.315918
	Iteration 1F: 3 clusters Score -1.464548e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -14646547.000000 Penalty: 5813.315918
	Iteration 2Q: 3 clusters Score -1.464655e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -14647783.000000 Penalty: 5813.315918
	Iteration 3Q: 3 clusters Score -1.464778e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -14649338.000000 Penalty: 5813.315918
	Iteration 4Q: 3 clusters Score -1.464934e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -14651666.000000 Penalty: 5813.315918
	Iteration 5Q: 3 clusters Score -1.465167e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -14654754.000000 Penalty: 5813.315918
	Iteration 6F: 3 clusters Score -1.465475e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -14658617.000000 Penalty: 5813.315918
	Iteration 7F: 3 clusters Score -1.465862e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -14663245.000000 Penalty: 5813.315918
	Iteration 8F: 3 clusters Score -1.466324e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92768 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -14668235.000000 Penalty: 5813.315918
	Iteration 9F: 3 clusters Score -1.466824e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -14673200.000000 Penalty: 5813.315918
	Iteration 10F: 3 clusters Score -1.46732e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -14677897.000000 Penalty: 5813.315918
	Iteration 11Q: 3 clusters Score -1.46779e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -14681635.000000 Penalty: 5813.315918
	Iteration 12Q: 3 clusters Score -1.468164e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -14684488.000000 Penalty: 5813.315918
	Iteration 13Q: 3 clusters Score -1.468449e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -14686649.000000 Penalty: 5813.315918
	Iteration 14Q: 3 clusters Score -1.468665e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -14688153.000000 Penalty: 5813.315918
	Iteration 15Q: 3 clusters Score -1.468815e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14689168.000000 Penalty: 5813.315918
	Iteration 16Q: 3 clusters Score -1.468917e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14689847.000000 Penalty: 5813.315918
	Iteration 17Q: 3 clusters Score -1.468985e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14690319.000000 Penalty: 5813.315918
	Iteration 18Q: 3 clusters Score -1.469032e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121725 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14690553.000000 Penalty: 5813.315918
	Iteration 19Q: 3 clusters Score -1.469055e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14690720.000000 Penalty: 5813.315918
	Iteration 20F: 3 clusters Score -1.469072e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122048 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14690785.000000 Penalty: 5813.315918
	Iteration 21Q: 3 clusters Score -1.469078e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122122 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14690854.000000 Penalty: 5813.315918
	Iteration 22Q: 3 clusters Score -1.469085e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122191 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -14690900.000000 Penalty: 5813.315918
	Iteration 23Q: 3 clusters Score -1.46909e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122232 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14690931.000000 Penalty: 5813.315918
	Iteration 24Q: 3 clusters Score -1.469093e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122253 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14690959.000000 Penalty: 5813.315918
	Iteration 25Q: 3 clusters Score -1.469096e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14690998.000000 Penalty: 5813.315918
	Iteration 26Q: 3 clusters Score -1.4691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122299 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14691004.000000 Penalty: 5813.315918
	Iteration 27Q: 3 clusters Score -1.4691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -14691012.000000 Penalty: 5813.315918
	Iteration 28Q: 3 clusters Score -1.469101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122324 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -14691022.000000 Penalty: 5813.315918
	Iteration 29Q: 3 clusters Score -1.469102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122329 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -14691019.000000 Penalty: 5813.315918
	Iteration 30Q: 3 clusters Score -1.469102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122336 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14691012.000000 Penalty: 5813.315918
	Iteration 31Q: 3 clusters Score -1.469101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122337 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14691014.000000 Penalty: 5813.315918
	Iteration 32Q: 3 clusters Score -1.469101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122339 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14691021.000000 Penalty: 5813.315918
	Iteration 33Q: 3 clusters Score -1.469102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122341 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14691024.000000 Penalty: 5813.315918
	Iteration 34Q: 3 clusters Score -1.469102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122343 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14691032.000000 Penalty: 5813.315918
	Iteration 35Q: 3 clusters Score -1.469103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14691039.000000 Penalty: 5813.315918
	Iteration 36Q: 3 clusters Score -1.469104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14691053.000000 Penalty: 5813.315918
	Iteration 37Q: 3 clusters Score -1.469105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14691049.000000 Penalty: 5813.315918
	Iteration 38Q: 3 clusters Score -1.469105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14691056.000000 Penalty: 5813.315918
	Iteration 39Q: 3 clusters Score -1.469106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122374 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14691053.000000 Penalty: 5813.315918
	Iteration 40F: 3 clusters Score -1.469105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14691062.000000 Penalty: 5813.315918
	Iteration 41Q: 3 clusters Score -1.469106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122379 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14691053.000000 Penalty: 5813.315918
	Iteration 42Q: 3 clusters Score -1.469105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122381 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -14691060.000000 Penalty: 5813.315918
	Iteration 43Q: 3 clusters Score -1.469106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14691059.000000 Penalty: 5813.315918
	Iteration 44Q: 3 clusters Score -1.469106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14691065.000000 Penalty: 5813.315918
	Iteration 45Q: 3 clusters Score -1.469106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14691058.000000 Penalty: 5813.315918
	Iteration 46Q: 3 clusters Score -1.469106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14691065.000000 Penalty: 5813.315918
	Iteration 47Q: 3 clusters Score -1.469106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14691069.000000 Penalty: 5813.315918
	Iteration 48Q: 3 clusters Score -1.469107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14691066.000000 Penalty: 5813.315918
	Iteration 49Q: 3 clusters Score -1.469107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122394 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14691073.000000 Penalty: 5813.315918
	Iteration 50Q: 3 clusters Score -1.469107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14691080.000000 Penalty: 5813.315918
	Iteration 51Q: 3 clusters Score -1.469108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14691086.000000 Penalty: 5813.315918
	Iteration 52Q: 3 clusters Score -1.469109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14691074.000000 Penalty: 5813.315918
	Iteration 53Q: 3 clusters Score -1.469107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14691074.000000 Penalty: 5813.315918
	Iteration 54F: 3 clusters Score -1.469107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Entering Unmasked Estep 
Score: -1122154.500000 Penalty: 2282.222412
	Iteration 0F: 2 clusters Score -1122154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1114619.750000 Penalty: 4564.444824
	Iteration 0F: 3 clusters Score -1114620 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1116946.375000 Penalty: 4564.444824
	Iteration 1F: 3 clusters Score -1116946 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1117416.125000 Penalty: 4564.444824
	Iteration 2F: 3 clusters Score -1117416 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1117852.875000 Penalty: 4564.444824
	Iteration 3F: 3 clusters Score -1117853 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1118275.625000 Penalty: 4564.444824
	Iteration 4F: 3 clusters Score -1118276 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1118606.250000 Penalty: 4564.444824
	Iteration 5F: 3 clusters Score -1118606 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1118895.250000 Penalty: 4564.444824
	Iteration 6Q: 3 clusters Score -1118895 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1119130.875000 Penalty: 4564.444824
	Iteration 7Q: 3 clusters Score -1119131 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1119342.125000 Penalty: 4564.444824
	Iteration 8Q: 3 clusters Score -1119342 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1119525.125000 Penalty: 4564.444824
	Iteration 9Q: 3 clusters Score -1119525 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1119707.125000 Penalty: 4564.444824
	Iteration 10Q: 3 clusters Score -1119707 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1119852.625000 Penalty: 4564.444824
	Iteration 11Q: 3 clusters Score -1119853 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1119985.375000 Penalty: 4564.444824
	Iteration 12Q: 3 clusters Score -1119985 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1120104.500000 Penalty: 4564.444824
	Iteration 13Q: 3 clusters Score -1120104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1120220.125000 Penalty: 4564.444824
	Iteration 14Q: 3 clusters Score -1120220 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1120320.250000 Penalty: 4564.444824
	Iteration 15Q: 3 clusters Score -1120320 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1120406.125000 Penalty: 4564.444824
	Iteration 16Q: 3 clusters Score -1120406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1120489.000000 Penalty: 4564.444824
	Iteration 17Q: 3 clusters Score -1120489 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1120545.125000 Penalty: 4564.444824
	Iteration 18Q: 3 clusters Score -1120545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1120597.000000 Penalty: 4564.444824
	Iteration 19Q: 3 clusters Score -1120597 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1120642.000000 Penalty: 4564.444824
	Iteration 20F: 3 clusters Score -1120642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1120678.500000 Penalty: 4564.444824
	Iteration 21Q: 3 clusters Score -1120678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1120717.125000 Penalty: 4564.444824
	Iteration 22Q: 3 clusters Score -1120717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1120749.500000 Penalty: 4564.444824
	Iteration 23Q: 3 clusters Score -1120750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1120777.250000 Penalty: 4564.444824
	Iteration 24Q: 3 clusters Score -1120777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1120797.625000 Penalty: 4564.444824
	Iteration 25Q: 3 clusters Score -1120798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1120818.875000 Penalty: 4564.444824
	Iteration 26Q: 3 clusters Score -1120819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1120840.875000 Penalty: 4564.444824
	Iteration 27Q: 3 clusters Score -1120841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1120860.250000 Penalty: 4564.444824
	Iteration 28Q: 3 clusters Score -1120860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1120872.500000 Penalty: 4564.444824
	Iteration 29Q: 3 clusters Score -1120872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1120886.625000 Penalty: 4564.444824
	Iteration 30Q: 3 clusters Score -1120887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1120893.250000 Penalty: 4564.444824
	Iteration 31Q: 3 clusters Score -1120893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1120906.125000 Penalty: 4564.444824
	Iteration 32Q: 3 clusters Score -1120906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1120915.125000 Penalty: 4564.444824
	Iteration 33Q: 3 clusters Score -1120915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1120924.750000 Penalty: 4564.444824
	Iteration 34Q: 3 clusters Score -1120925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1120932.375000 Penalty: 4564.444824
	Iteration 35Q: 3 clusters Score -1120932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1120937.000000 Penalty: 4564.444824
	Iteration 36Q: 3 clusters Score -1120937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1120944.875000 Penalty: 4564.444824
	Iteration 37Q: 3 clusters Score -1120945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1120947.500000 Penalty: 4564.444824
	Iteration 38Q: 3 clusters Score -1120948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1120951.750000 Penalty: 4564.444824
	Iteration 39Q: 3 clusters Score -1120952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1120954.625000 Penalty: 4564.444824
	Iteration 40F: 3 clusters Score -1120955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1120954.000000 Penalty: 4564.444824
	Iteration 41Q: 3 clusters Score -1120954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1120955.375000 Penalty: 4564.444824
	Iteration 42Q: 3 clusters Score -1120955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1120956.125000 Penalty: 4564.444824
	Iteration 43Q: 3 clusters Score -1120956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1120957.000000 Penalty: 4564.444824
	Iteration 44Q: 3 clusters Score -1120957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1120958.750000 Penalty: 4564.444824
	Iteration 45Q: 3 clusters Score -1120959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1120961.125000 Penalty: 4564.444824
	Iteration 46Q: 3 clusters Score -1120961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1120965.500000 Penalty: 4564.444824
	Iteration 47Q: 3 clusters Score -1120966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1120963.625000 Penalty: 4564.444824
	Iteration 48Q: 3 clusters Score -1120964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1120962.625000 Penalty: 4564.444824
	Iteration 49Q: 3 clusters Score -1120963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1120964.500000 Penalty: 4564.444824
	Iteration 50Q: 3 clusters Score -1120964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1120965.625000 Penalty: 4564.444824
	Iteration 51Q: 3 clusters Score -1120966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1120965.625000 Penalty: 4564.444824
	Iteration 52F: 3 clusters Score -1120966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (131022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131022 members 
Entering Unmasked Estep 
Score: -15555355.000000 Penalty: 2922.213867
	Iteration 0F: 2 clusters Score -1.555536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -15467721.000000 Penalty: 5844.427734
	Iteration 0F: 3 clusters Score -1.546772e+07 nChanged 62357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -15503706.000000 Penalty: 5844.427734
	Iteration 1F: 3 clusters Score -1.550371e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -15504622.000000 Penalty: 5844.427734
	Iteration 2Q: 3 clusters Score -1.550462e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -15505851.000000 Penalty: 5844.427734
	Iteration 3Q: 3 clusters Score -1.550585e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -15507719.000000 Penalty: 5844.427734
	Iteration 4Q: 3 clusters Score -1.550772e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -15510905.000000 Penalty: 5844.427734
	Iteration 5Q: 3 clusters Score -1.55109e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -15515719.000000 Penalty: 5844.427734
	Iteration 6F: 3 clusters Score -1.551572e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -15522518.000000 Penalty: 5844.427734
	Iteration 7F: 3 clusters Score -1.552252e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -15530627.000000 Penalty: 5844.427734
	Iteration 8F: 3 clusters Score -1.553063e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -15538364.000000 Penalty: 5844.427734
	Iteration 9F: 3 clusters Score -1.553836e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -15544102.000000 Penalty: 5844.427734
	Iteration 10Q: 3 clusters Score -1.55441e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -15547368.000000 Penalty: 5844.427734
	Iteration 11Q: 3 clusters Score -1.554737e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 106642 members 
Entering Unmasked Estep 
Score: -15548638.000000 Penalty: 5844.427734
	Iteration 12Q: 3 clusters Score -1.554864e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -15549115.000000 Penalty: 5844.427734
	Iteration 13Q: 3 clusters Score -1.554912e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -15549368.000000 Penalty: 5844.427734
	Iteration 14Q: 3 clusters Score -1.554937e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -15549639.000000 Penalty: 5844.427734
	Iteration 15Q: 3 clusters Score -1.554964e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 109102 members 
Entering Unmasked Estep 
Score: -15549821.000000 Penalty: 5844.427734
	Iteration 16Q: 3 clusters Score -1.554982e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 109660 members 
Entering Unmasked Estep 
Score: -15549977.000000 Penalty: 5844.427734
	Iteration 17Q: 3 clusters Score -1.554998e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -15550083.000000 Penalty: 5844.427734
	Iteration 18Q: 3 clusters Score -1.555008e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -15550310.000000 Penalty: 5844.427734
	Iteration 19Q: 3 clusters Score -1.555031e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 111372 members 
Entering Unmasked Estep 
Score: -15550451.000000 Penalty: 5844.427734
	Iteration 20F: 3 clusters Score -1.555045e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -15550628.000000 Penalty: 5844.427734
	Iteration 21Q: 3 clusters Score -1.555063e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 112407 members 
Entering Unmasked Estep 
Score: -15550832.000000 Penalty: 5844.427734
	Iteration 22Q: 3 clusters Score -1.555083e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -15550956.000000 Penalty: 5844.427734
	Iteration 23Q: 3 clusters Score -1.555096e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -15551198.000000 Penalty: 5844.427734
	Iteration 24Q: 3 clusters Score -1.55512e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -15551394.000000 Penalty: 5844.427734
	Iteration 25Q: 3 clusters Score -1.555139e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -15551557.000000 Penalty: 5844.427734
	Iteration 26Q: 3 clusters Score -1.555156e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -15551744.000000 Penalty: 5844.427734
	Iteration 27Q: 3 clusters Score -1.555174e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -15551882.000000 Penalty: 5844.427734
	Iteration 28Q: 3 clusters Score -1.555188e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -15552130.000000 Penalty: 5844.427734
	Iteration 29Q: 3 clusters Score -1.555213e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 116728 members 
Entering Unmasked Estep 
Score: -15552233.000000 Penalty: 5844.427734
	Iteration 30Q: 3 clusters Score -1.555223e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 117220 members 
Entering Unmasked Estep 
Score: -15552305.000000 Penalty: 5844.427734
	Iteration 31Q: 3 clusters Score -1.55523e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 117674 members 
Entering Unmasked Estep 
Score: -15552408.000000 Penalty: 5844.427734
	Iteration 32Q: 3 clusters Score -1.555241e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 118060 members 
Entering Unmasked Estep 
Score: -15552425.000000 Penalty: 5844.427734
	Iteration 33Q: 3 clusters Score -1.555242e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -15552533.000000 Penalty: 5844.427734
	Iteration 34Q: 3 clusters Score -1.555253e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -15552583.000000 Penalty: 5844.427734
	Iteration 35Q: 3 clusters Score -1.555258e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -15552688.000000 Penalty: 5844.427734
	Iteration 36Q: 3 clusters Score -1.555269e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -15552753.000000 Penalty: 5844.427734
	Iteration 37Q: 3 clusters Score -1.555275e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -15552855.000000 Penalty: 5844.427734
	Iteration 38Q: 3 clusters Score -1.555286e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 120097 members 
Entering Unmasked Estep 
Score: -15552920.000000 Penalty: 5844.427734
	Iteration 39Q: 3 clusters Score -1.555292e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -15552915.000000 Penalty: 5844.427734
	Iteration 40F: 3 clusters Score -1.555292e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 120654 members 
Entering Unmasked Estep 
Score: -15553005.000000 Penalty: 5844.427734
	Iteration 41Q: 3 clusters Score -1.5553e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -15553049.000000 Penalty: 5844.427734
	Iteration 42Q: 3 clusters Score -1.555305e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 121155 members 
Entering Unmasked Estep 
Score: -15553086.000000 Penalty: 5844.427734
	Iteration 43Q: 3 clusters Score -1.555309e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 121406 members 
Entering Unmasked Estep 
Score: -15553163.000000 Penalty: 5844.427734
	Iteration 44Q: 3 clusters Score -1.555316e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 121628 members 
Entering Unmasked Estep 
Score: -15553179.000000 Penalty: 5844.427734
	Iteration 45Q: 3 clusters Score -1.555318e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 121841 members 
Entering Unmasked Estep 
Score: -15553157.000000 Penalty: 5844.427734
	Iteration 46Q: 3 clusters Score -1.555316e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 122060 members 
Entering Unmasked Estep 
Score: -15553166.000000 Penalty: 5844.427734
	Iteration 47Q: 3 clusters Score -1.555317e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 122272 members 
Entering Unmasked Estep 
Score: -15553177.000000 Penalty: 5844.427734
	Iteration 48Q: 3 clusters Score -1.555318e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 122462 members 
Entering Unmasked Estep 
Score: -15553208.000000 Penalty: 5844.427734
	Iteration 49Q: 3 clusters Score -1.555321e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 122630 members 
Entering Unmasked Estep 
Score: -15553236.000000 Penalty: 5844.427734
	Iteration 50Q: 3 clusters Score -1.555324e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 122792 members 
Entering Unmasked Estep 
Score: -15553303.000000 Penalty: 5844.427734
	Iteration 51Q: 3 clusters Score -1.55533e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 122943 members 
Entering Unmasked Estep 
Score: -15553301.000000 Penalty: 5844.427734
	Iteration 52Q: 3 clusters Score -1.55533e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 123088 members 
Entering Unmasked Estep 
Score: -15553332.000000 Penalty: 5844.427734
	Iteration 53Q: 3 clusters Score -1.555333e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
Score: -15553380.000000 Penalty: 5844.427734
	Iteration 54Q: 3 clusters Score -1.555338e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -15553405.000000 Penalty: 5844.427734
	Iteration 55Q: 3 clusters Score -1.55534e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -15553385.000000 Penalty: 5844.427734
	Iteration 56Q: 3 clusters Score -1.555338e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -15553417.000000 Penalty: 5844.427734
	Iteration 57Q: 3 clusters Score -1.555342e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 123795 members 
Entering Unmasked Estep 
Score: -15553457.000000 Penalty: 5844.427734
	Iteration 58Q: 3 clusters Score -1.555346e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -15553487.000000 Penalty: 5844.427734
	Iteration 59Q: 3 clusters Score -1.555349e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 124059 members 
Entering Unmasked Estep 
Score: -15553533.000000 Penalty: 5844.427734
	Iteration 60F: 3 clusters Score -1.555353e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -15553559.000000 Penalty: 5844.427734
	Iteration 61Q: 3 clusters Score -1.555356e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 124300 members 
Entering Unmasked Estep 
Score: -15553570.000000 Penalty: 5844.427734
	Iteration 62Q: 3 clusters Score -1.555357e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -15553591.000000 Penalty: 5844.427734
	Iteration 63Q: 3 clusters Score -1.555359e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -15553597.000000 Penalty: 5844.427734
	Iteration 64Q: 3 clusters Score -1.55536e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 124634 members 
Entering Unmasked Estep 
Score: -15553644.000000 Penalty: 5844.427734
	Iteration 65Q: 3 clusters Score -1.555364e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -15553621.000000 Penalty: 5844.427734
	Iteration 66Q: 3 clusters Score -1.555362e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -15553663.000000 Penalty: 5844.427734
	Iteration 67Q: 3 clusters Score -1.555366e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -15553642.000000 Penalty: 5844.427734
	Iteration 68Q: 3 clusters Score -1.555364e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 125036 members 
Entering Unmasked Estep 
Score: -15553672.000000 Penalty: 5844.427734
	Iteration 69Q: 3 clusters Score -1.555367e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -15553725.000000 Penalty: 5844.427734
	Iteration 70Q: 3 clusters Score -1.555372e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 125255 members 
Entering Unmasked Estep 
Score: -15553752.000000 Penalty: 5844.427734
	Iteration 71Q: 3 clusters Score -1.555375e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -15553771.000000 Penalty: 5844.427734
	Iteration 72Q: 3 clusters Score -1.555377e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 125443 members 
Entering Unmasked Estep 
Score: -15553777.000000 Penalty: 5844.427734
	Iteration 73Q: 3 clusters Score -1.555378e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 125526 members 
Entering Unmasked Estep 
Score: -15553767.000000 Penalty: 5844.427734
	Iteration 74Q: 3 clusters Score -1.555377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 125600 members 
Entering Unmasked Estep 
Score: -15553771.000000 Penalty: 5844.427734
	Iteration 75Q: 3 clusters Score -1.555377e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -15553800.000000 Penalty: 5844.427734
	Iteration 76Q: 3 clusters Score -1.55538e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -15553803.000000 Penalty: 5844.427734
	Iteration 77Q: 3 clusters Score -1.55538e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -15553814.000000 Penalty: 5844.427734
	Iteration 78Q: 3 clusters Score -1.555381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -15553810.000000 Penalty: 5844.427734
	Iteration 79Q: 3 clusters Score -1.555381e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 125888 members 
Entering Unmasked Estep 
Score: -15553808.000000 Penalty: 5844.427734
	Iteration 80F: 3 clusters Score -1.555381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -15553801.000000 Penalty: 5844.427734
	Iteration 81Q: 3 clusters Score -1.55538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -15553807.000000 Penalty: 5844.427734
	Iteration 82Q: 3 clusters Score -1.555381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -15553826.000000 Penalty: 5844.427734
	Iteration 83Q: 3 clusters Score -1.555383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 126010 members 
Entering Unmasked Estep 
Score: -15553838.000000 Penalty: 5844.427734
	Iteration 84Q: 3 clusters Score -1.555384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 126023 members 
Entering Unmasked Estep 
Score: -15553837.000000 Penalty: 5844.427734
	Iteration 85Q: 3 clusters Score -1.555384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -15553835.000000 Penalty: 5844.427734
	Iteration 86Q: 3 clusters Score -1.555384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -15553829.000000 Penalty: 5844.427734
	Iteration 87Q: 3 clusters Score -1.555383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 126069 members 
Entering Unmasked Estep 
Score: -15553826.000000 Penalty: 5844.427734
	Iteration 88Q: 3 clusters Score -1.555383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 126089 members 
Entering Unmasked Estep 
Score: -15553830.000000 Penalty: 5844.427734
	Iteration 89Q: 3 clusters Score -1.555383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 126103 members 
Entering Unmasked Estep 
Score: -15553827.000000 Penalty: 5844.427734
	Iteration 90Q: 3 clusters Score -1.555383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -15553829.000000 Penalty: 5844.427734
	Iteration 91Q: 3 clusters Score -1.555383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -15553827.000000 Penalty: 5844.427734
	Iteration 92Q: 3 clusters Score -1.555383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 126140 members 
Entering Unmasked Estep 
Score: -15553834.000000 Penalty: 5844.427734
	Iteration 93Q: 3 clusters Score -1.555383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 126149 members 
Entering Unmasked Estep 
Score: -15553832.000000 Penalty: 5844.427734
	Iteration 94Q: 3 clusters Score -1.555383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 126159 members 
Entering Unmasked Estep 
Score: -15553827.000000 Penalty: 5844.427734
	Iteration 95Q: 3 clusters Score -1.555383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -15553837.000000 Penalty: 5844.427734
	Iteration 96Q: 3 clusters Score -1.555384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 126174 members 
Entering Unmasked Estep 
Score: -15553833.000000 Penalty: 5844.427734
	Iteration 97Q: 3 clusters Score -1.555383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 126187 members 
Entering Unmasked Estep 
Score: -15553836.000000 Penalty: 5844.427734
	Iteration 98Q: 3 clusters Score -1.555384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
Score: -15553835.000000 Penalty: 5844.427734
	Iteration 99Q: 3 clusters Score -1.555384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -15553840.000000 Penalty: 5844.427734
	Iteration 100F: 3 clusters Score -1.555384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 126207 members 
Entering Unmasked Estep 
Score: -15553841.000000 Penalty: 5844.427734
	Iteration 101Q: 3 clusters Score -1.555384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 126217 members 
Entering Unmasked Estep 
Score: -15553848.000000 Penalty: 5844.427734
	Iteration 102Q: 3 clusters Score -1.555385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 126228 members 
Entering Unmasked Estep 
Score: -15553844.000000 Penalty: 5844.427734
	Iteration 103Q: 3 clusters Score -1.555384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 126244 members 
Entering Unmasked Estep 
Score: -15553860.000000 Penalty: 5844.427734
	Iteration 104Q: 3 clusters Score -1.555386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 126261 members 
Entering Unmasked Estep 
Score: -15553856.000000 Penalty: 5844.427734
	Iteration 105Q: 3 clusters Score -1.555386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 126275 members 
Entering Unmasked Estep 
Score: -15553852.000000 Penalty: 5844.427734
	Iteration 106Q: 3 clusters Score -1.555385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 126291 members 
Entering Unmasked Estep 
Score: -15553840.000000 Penalty: 5844.427734
	Iteration 107Q: 3 clusters Score -1.555384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 126302 members 
Entering Unmasked Estep 
Score: -15553851.000000 Penalty: 5844.427734
	Iteration 108Q: 3 clusters Score -1.555385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -15553859.000000 Penalty: 5844.427734
	Iteration 109Q: 3 clusters Score -1.555386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -15553858.000000 Penalty: 5844.427734
	Iteration 110Q: 3 clusters Score -1.555386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 126359 members 
Entering Unmasked Estep 
Score: -15553849.000000 Penalty: 5844.427734
	Iteration 111Q: 3 clusters Score -1.555385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -15553850.000000 Penalty: 5844.427734
	Iteration 112Q: 3 clusters Score -1.555385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -15553870.000000 Penalty: 5844.427734
	Iteration 113Q: 3 clusters Score -1.555387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 126405 members 
Entering Unmasked Estep 
Score: -15553870.000000 Penalty: 5844.427734
	Iteration 114Q: 3 clusters Score -1.555387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -15553869.000000 Penalty: 5844.427734
	Iteration 115Q: 3 clusters Score -1.555387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -15553874.000000 Penalty: 5844.427734
	Iteration 116Q: 3 clusters Score -1.555387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -15553874.000000 Penalty: 5844.427734
	Iteration 117F: 3 clusters Score -1.555387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Entering Unmasked Estep 
Score: -2341747.250000 Penalty: 2454.796875
	Iteration 0F: 2 clusters Score -2341747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2327714.250000 Penalty: 4909.593750
	Iteration 0F: 3 clusters Score -2327714 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2332578.250000 Penalty: 4909.593750
	Iteration 1F: 3 clusters Score -2332578 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2333209.500000 Penalty: 4909.593750
	Iteration 2F: 3 clusters Score -2333210 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2333878.500000 Penalty: 4909.593750
	Iteration 3F: 3 clusters Score -2333878 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2334590.250000 Penalty: 4909.593750
	Iteration 4F: 3 clusters Score -2334590 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2335356.000000 Penalty: 4909.593750
	Iteration 5F: 3 clusters Score -2335356 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2336149.250000 Penalty: 4909.593750
	Iteration 6F: 3 clusters Score -2336149 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2336921.500000 Penalty: 4909.593750
	Iteration 7F: 3 clusters Score -2336922 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2337602.500000 Penalty: 4909.593750
	Iteration 8Q: 3 clusters Score -2337602 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2338190.250000 Penalty: 4909.593750
	Iteration 9Q: 3 clusters Score -2338190 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2338708.500000 Penalty: 4909.593750
	Iteration 10Q: 3 clusters Score -2338708 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2339165.000000 Penalty: 4909.593750
	Iteration 11Q: 3 clusters Score -2339165 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2339516.250000 Penalty: 4909.593750
	Iteration 12Q: 3 clusters Score -2339516 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2339818.250000 Penalty: 4909.593750
	Iteration 13Q: 3 clusters Score -2339818 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2340014.750000 Penalty: 4909.593750
	Iteration 14Q: 3 clusters Score -2340015 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2340143.750000 Penalty: 4909.593750
	Iteration 15Q: 3 clusters Score -2340144 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2340257.000000 Penalty: 4909.593750
	Iteration 16Q: 3 clusters Score -2340257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2340337.250000 Penalty: 4909.593750
	Iteration 17Q: 3 clusters Score -2340337 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2340382.750000 Penalty: 4909.593750
	Iteration 18Q: 3 clusters Score -2340383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2340415.000000 Penalty: 4909.593750
	Iteration 19Q: 3 clusters Score -2340415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2340435.500000 Penalty: 4909.593750
	Iteration 20F: 3 clusters Score -2340436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2340447.750000 Penalty: 4909.593750
	Iteration 21Q: 3 clusters Score -2340448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2340466.250000 Penalty: 4909.593750
	Iteration 22Q: 3 clusters Score -2340466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2340471.250000 Penalty: 4909.593750
	Iteration 23Q: 3 clusters Score -2340471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2340492.250000 Penalty: 4909.593750
	Iteration 24Q: 3 clusters Score -2340492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2340507.000000 Penalty: 4909.593750
	Iteration 25Q: 3 clusters Score -2340507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2340526.750000 Penalty: 4909.593750
	Iteration 26Q: 3 clusters Score -2340527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2340535.500000 Penalty: 4909.593750
	Iteration 27Q: 3 clusters Score -2340536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2340545.750000 Penalty: 4909.593750
	Iteration 28Q: 3 clusters Score -2340546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2340549.000000 Penalty: 4909.593750
	Iteration 29Q: 3 clusters Score -2340549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2340556.000000 Penalty: 4909.593750
	Iteration 30Q: 3 clusters Score -2340556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2340559.000000 Penalty: 4909.593750
	Iteration 31Q: 3 clusters Score -2340559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2340559.750000 Penalty: 4909.593750
	Iteration 32Q: 3 clusters Score -2340560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2340562.000000 Penalty: 4909.593750
	Iteration 33Q: 3 clusters Score -2340562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2340564.000000 Penalty: 4909.593750
	Iteration 34Q: 3 clusters Score -2340564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2340568.750000 Penalty: 4909.593750
	Iteration 35Q: 3 clusters Score -2340569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2340571.000000 Penalty: 4909.593750
	Iteration 36Q: 3 clusters Score -2340571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2340574.750000 Penalty: 4909.593750
	Iteration 37Q: 3 clusters Score -2340575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2340579.500000 Penalty: 4909.593750
	Iteration 38Q: 3 clusters Score -2340580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2340574.750000 Penalty: 4909.593750
	Iteration 39Q: 3 clusters Score -2340575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2340573.250000 Penalty: 4909.593750
	Iteration 40F: 3 clusters Score -2340573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (250570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250570 members 
Entering Unmasked Estep 
Score: -29900206.000000 Penalty: 3083.010498
	Iteration 0F: 2 clusters Score -2.990021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -29756802.000000 Penalty: 6166.020996
	Iteration 0F: 3 clusters Score -2.97568e+07 nChanged 121339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 121459 members 
Entering Unmasked Estep 
Score: -29828072.000000 Penalty: 6166.020996
	Iteration 1F: 3 clusters Score -2.982807e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
Score: -29830252.000000 Penalty: 6166.020996
	Iteration 2Q: 3 clusters Score -2.983025e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -29833676.000000 Penalty: 6166.020996
	Iteration 3Q: 3 clusters Score -2.983368e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142159 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -29838228.000000 Penalty: 6166.020996
	Iteration 4Q: 3 clusters Score -2.983823e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -29845014.000000 Penalty: 6166.020996
	Iteration 5F: 3 clusters Score -2.984501e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -29853140.000000 Penalty: 6166.020996
	Iteration 6F: 3 clusters Score -2.985314e+07 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171127 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -29861510.000000 Penalty: 6166.020996
	Iteration 7F: 3 clusters Score -2.986151e+07 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -29868516.000000 Penalty: 6166.020996
	Iteration 8F: 3 clusters Score -2.986852e+07 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188952 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -29874996.000000 Penalty: 6166.020996
	Iteration 9F: 3 clusters Score -2.9875e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193326 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -29881076.000000 Penalty: 6166.020996
	Iteration 10Q: 3 clusters Score -2.988108e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195173 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -29886016.000000 Penalty: 6166.020996
	Iteration 11Q: 3 clusters Score -2.988602e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195566 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -29888960.000000 Penalty: 6166.020996
	Iteration 12Q: 3 clusters Score -2.988896e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195438 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -29891056.000000 Penalty: 6166.020996
	Iteration 13Q: 3 clusters Score -2.989106e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195093 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -29892188.000000 Penalty: 6166.020996
	Iteration 14Q: 3 clusters Score -2.989219e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194732 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -29893178.000000 Penalty: 6166.020996
	Iteration 15Q: 3 clusters Score -2.989318e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194368 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -29894132.000000 Penalty: 6166.020996
	Iteration 16Q: 3 clusters Score -2.989413e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194004 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -29894968.000000 Penalty: 6166.020996
	Iteration 17Q: 3 clusters Score -2.989497e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193668 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -29895720.000000 Penalty: 6166.020996
	Iteration 18Q: 3 clusters Score -2.989572e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193335 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -29896470.000000 Penalty: 6166.020996
	Iteration 19Q: 3 clusters Score -2.989647e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -29896960.000000 Penalty: 6166.020996
	Iteration 20F: 3 clusters Score -2.989696e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192719 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -29897640.000000 Penalty: 6166.020996
	Iteration 21Q: 3 clusters Score -2.989764e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192533 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -29898114.000000 Penalty: 6166.020996
	Iteration 22Q: 3 clusters Score -2.989811e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192367 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -29898614.000000 Penalty: 6166.020996
	Iteration 23Q: 3 clusters Score -2.989861e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192160 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -29899000.000000 Penalty: 6166.020996
	Iteration 24Q: 3 clusters Score -2.9899e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191984 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -29899416.000000 Penalty: 6166.020996
	Iteration 25Q: 3 clusters Score -2.989942e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191856 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -29899916.000000 Penalty: 6166.020996
	Iteration 26Q: 3 clusters Score -2.989992e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191764 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -29900372.000000 Penalty: 6166.020996
	Iteration 27Q: 3 clusters Score -2.990037e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191724 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -29900634.000000 Penalty: 6166.020996
	Iteration 28Q: 3 clusters Score -2.990063e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191695 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -29900870.000000 Penalty: 6166.020996
	Iteration 29Q: 3 clusters Score -2.990087e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191666 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -29900982.000000 Penalty: 6166.020996
	Iteration 30Q: 3 clusters Score -2.990098e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -29901166.000000 Penalty: 6166.020996
	Iteration 31Q: 3 clusters Score -2.990117e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191555 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -29901438.000000 Penalty: 6166.020996
	Iteration 32Q: 3 clusters Score -2.990144e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191522 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -29901536.000000 Penalty: 6166.020996
	Iteration 33Q: 3 clusters Score -2.990154e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191471 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -29901650.000000 Penalty: 6166.020996
	Iteration 34Q: 3 clusters Score -2.990165e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191442 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -29901798.000000 Penalty: 6166.020996
	Iteration 35Q: 3 clusters Score -2.99018e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191403 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -29901946.000000 Penalty: 6166.020996
	Iteration 36Q: 3 clusters Score -2.990195e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191330 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -29901958.000000 Penalty: 6166.020996
	Iteration 37Q: 3 clusters Score -2.990196e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191293 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -29902034.000000 Penalty: 6166.020996
	Iteration 38Q: 3 clusters Score -2.990203e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191275 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -29902024.000000 Penalty: 6166.020996
	Iteration 39Q: 3 clusters Score -2.990202e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191251 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -29902186.000000 Penalty: 6166.020996
	Iteration 40F: 3 clusters Score -2.990219e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191263 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -29902318.000000 Penalty: 6166.020996
	Iteration 41Q: 3 clusters Score -2.990232e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191295 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -29902406.000000 Penalty: 6166.020996
	Iteration 42Q: 3 clusters Score -2.990241e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -29902416.000000 Penalty: 6166.020996
	Iteration 43Q: 3 clusters Score -2.990242e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191295 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -29902448.000000 Penalty: 6166.020996
	Iteration 44Q: 3 clusters Score -2.990245e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191275 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -29902532.000000 Penalty: 6166.020996
	Iteration 45Q: 3 clusters Score -2.990253e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191242 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -29902500.000000 Penalty: 6166.020996
	Iteration 46Q: 3 clusters Score -2.99025e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191229 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -29902538.000000 Penalty: 6166.020996
	Iteration 47Q: 3 clusters Score -2.990254e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191221 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -29902610.000000 Penalty: 6166.020996
	Iteration 48Q: 3 clusters Score -2.990261e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -29902662.000000 Penalty: 6166.020996
	Iteration 49Q: 3 clusters Score -2.990266e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191209 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -29902684.000000 Penalty: 6166.020996
	Iteration 50Q: 3 clusters Score -2.990268e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191224 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -29902694.000000 Penalty: 6166.020996
	Iteration 51Q: 3 clusters Score -2.990269e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191232 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -29902676.000000 Penalty: 6166.020996
	Iteration 52Q: 3 clusters Score -2.990268e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -29902674.000000 Penalty: 6166.020996
	Iteration 53Q: 3 clusters Score -2.990267e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -29902680.000000 Penalty: 6166.020996
	Iteration 54Q: 3 clusters Score -2.990268e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191216 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -29902694.000000 Penalty: 6166.020996
	Iteration 55Q: 3 clusters Score -2.990269e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -29902698.000000 Penalty: 6166.020996
	Iteration 56Q: 3 clusters Score -2.99027e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191198 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -29902724.000000 Penalty: 6166.020996
	Iteration 57Q: 3 clusters Score -2.990272e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191180 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -29902746.000000 Penalty: 6166.020996
	Iteration 58Q: 3 clusters Score -2.990275e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191168 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -29902804.000000 Penalty: 6166.020996
	Iteration 59Q: 3 clusters Score -2.99028e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -29902810.000000 Penalty: 6166.020996
	Iteration 60F: 3 clusters Score -2.990281e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191132 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -29902814.000000 Penalty: 6166.020996
	Iteration 61Q: 3 clusters Score -2.990281e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191125 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -29902796.000000 Penalty: 6166.020996
	Iteration 62Q: 3 clusters Score -2.99028e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191107 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -29902808.000000 Penalty: 6166.020996
	Iteration 63Q: 3 clusters Score -2.990281e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191066 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -29902874.000000 Penalty: 6166.020996
	Iteration 64Q: 3 clusters Score -2.990287e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191026 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -29902880.000000 Penalty: 6166.020996
	Iteration 65Q: 3 clusters Score -2.990288e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190985 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -29902916.000000 Penalty: 6166.020996
	Iteration 66Q: 3 clusters Score -2.990292e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -29902888.000000 Penalty: 6166.020996
	Iteration 67Q: 3 clusters Score -2.990289e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190887 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -29902932.000000 Penalty: 6166.020996
	Iteration 68Q: 3 clusters Score -2.990293e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190849 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -29902936.000000 Penalty: 6166.020996
	Iteration 69Q: 3 clusters Score -2.990294e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190824 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -29902944.000000 Penalty: 6166.020996
	Iteration 70Q: 3 clusters Score -2.990294e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190796 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -29902952.000000 Penalty: 6166.020996
	Iteration 71Q: 3 clusters Score -2.990295e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190765 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -29902968.000000 Penalty: 6166.020996
	Iteration 72Q: 3 clusters Score -2.990297e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190735 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -29902924.000000 Penalty: 6166.020996
	Iteration 73Q: 3 clusters Score -2.990292e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190720 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -29902972.000000 Penalty: 6166.020996
	Iteration 74Q: 3 clusters Score -2.990297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190697 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -29902976.000000 Penalty: 6166.020996
	Iteration 75Q: 3 clusters Score -2.990298e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190679 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -29903024.000000 Penalty: 6166.020996
	Iteration 76Q: 3 clusters Score -2.990302e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190663 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -29903054.000000 Penalty: 6166.020996
	Iteration 77Q: 3 clusters Score -2.990305e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190647 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -29903060.000000 Penalty: 6166.020996
	Iteration 78Q: 3 clusters Score -2.990306e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190635 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -29903052.000000 Penalty: 6166.020996
	Iteration 79Q: 3 clusters Score -2.990305e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190618 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -29903070.000000 Penalty: 6166.020996
	Iteration 80F: 3 clusters Score -2.990307e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190602 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -29903108.000000 Penalty: 6166.020996
	Iteration 81Q: 3 clusters Score -2.990311e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -29903062.000000 Penalty: 6166.020996
	Iteration 82Q: 3 clusters Score -2.990306e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190547 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -29903114.000000 Penalty: 6166.020996
	Iteration 83Q: 3 clusters Score -2.990311e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190521 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -29903082.000000 Penalty: 6166.020996
	Iteration 84Q: 3 clusters Score -2.990308e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190490 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -29903094.000000 Penalty: 6166.020996
	Iteration 85Q: 3 clusters Score -2.990309e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190471 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -29903084.000000 Penalty: 6166.020996
	Iteration 86Q: 3 clusters Score -2.990308e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190447 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -29903104.000000 Penalty: 6166.020996
	Iteration 87Q: 3 clusters Score -2.99031e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190426 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -29903114.000000 Penalty: 6166.020996
	Iteration 88Q: 3 clusters Score -2.990311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190402 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -29903148.000000 Penalty: 6166.020996
	Iteration 89Q: 3 clusters Score -2.990315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190377 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -29903158.000000 Penalty: 6166.020996
	Iteration 90Q: 3 clusters Score -2.990316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190357 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -29903188.000000 Penalty: 6166.020996
	Iteration 91Q: 3 clusters Score -2.990319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190339 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -29903202.000000 Penalty: 6166.020996
	Iteration 92Q: 3 clusters Score -2.99032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190313 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -29903192.000000 Penalty: 6166.020996
	Iteration 93Q: 3 clusters Score -2.990319e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190289 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -29903190.000000 Penalty: 6166.020996
	Iteration 94Q: 3 clusters Score -2.990319e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190260 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -29903184.000000 Penalty: 6166.020996
	Iteration 95Q: 3 clusters Score -2.990318e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190229 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -29903170.000000 Penalty: 6166.020996
	Iteration 96Q: 3 clusters Score -2.990317e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190206 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -29903192.000000 Penalty: 6166.020996
	Iteration 97Q: 3 clusters Score -2.990319e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190178 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -29903220.000000 Penalty: 6166.020996
	Iteration 98Q: 3 clusters Score -2.990322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190153 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -29903200.000000 Penalty: 6166.020996
	Iteration 99Q: 3 clusters Score -2.99032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190137 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -29903208.000000 Penalty: 6166.020996
	Iteration 100F: 3 clusters Score -2.990321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190115 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -29903212.000000 Penalty: 6166.020996
	Iteration 101Q: 3 clusters Score -2.990321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190093 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -29903212.000000 Penalty: 6166.020996
	Iteration 102Q: 3 clusters Score -2.990321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190078 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -29903238.000000 Penalty: 6166.020996
	Iteration 103Q: 3 clusters Score -2.990324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190068 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -29903220.000000 Penalty: 6166.020996
	Iteration 104Q: 3 clusters Score -2.990322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190049 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -29903202.000000 Penalty: 6166.020996
	Iteration 105Q: 3 clusters Score -2.99032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190037 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -29903218.000000 Penalty: 6166.020996
	Iteration 106Q: 3 clusters Score -2.990322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190017 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -29903204.000000 Penalty: 6166.020996
	Iteration 107Q: 3 clusters Score -2.99032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190000 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -29903208.000000 Penalty: 6166.020996
	Iteration 108Q: 3 clusters Score -2.990321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189981 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -29903208.000000 Penalty: 6166.020996
	Iteration 109Q: 3 clusters Score -2.990321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189958 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -29903218.000000 Penalty: 6166.020996
	Iteration 110Q: 3 clusters Score -2.990322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189932 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -29903234.000000 Penalty: 6166.020996
	Iteration 111Q: 3 clusters Score -2.990323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189902 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -29903256.000000 Penalty: 6166.020996
	Iteration 112Q: 3 clusters Score -2.990326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189869 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -29903246.000000 Penalty: 6166.020996
	Iteration 113Q: 3 clusters Score -2.990325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189833 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -29903252.000000 Penalty: 6166.020996
	Iteration 114Q: 3 clusters Score -2.990325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189803 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -29903246.000000 Penalty: 6166.020996
	Iteration 115Q: 3 clusters Score -2.990325e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189776 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -29903254.000000 Penalty: 6166.020996
	Iteration 116Q: 3 clusters Score -2.990325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189762 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -29903248.000000 Penalty: 6166.020996
	Iteration 117Q: 3 clusters Score -2.990325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189739 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -29903282.000000 Penalty: 6166.020996
	Iteration 118Q: 3 clusters Score -2.990328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189714 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -29903274.000000 Penalty: 6166.020996
	Iteration 119Q: 3 clusters Score -2.990327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189701 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -29903276.000000 Penalty: 6166.020996
	Iteration 120F: 3 clusters Score -2.990328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189688 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -29903260.000000 Penalty: 6166.020996
	Iteration 121Q: 3 clusters Score -2.990326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189677 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -29903260.000000 Penalty: 6166.020996
	Iteration 122Q: 3 clusters Score -2.990326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189669 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -29903254.000000 Penalty: 6166.020996
	Iteration 123Q: 3 clusters Score -2.990325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189663 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -29903252.000000 Penalty: 6166.020996
	Iteration 124Q: 3 clusters Score -2.990325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189661 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -29903238.000000 Penalty: 6166.020996
	Iteration 125Q: 3 clusters Score -2.990324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189659 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -29903254.000000 Penalty: 6166.020996
	Iteration 126Q: 3 clusters Score -2.990325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189656 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -29903238.000000 Penalty: 6166.020996
	Iteration 127Q: 3 clusters Score -2.990324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189654 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -29903252.000000 Penalty: 6166.020996
	Iteration 128Q: 3 clusters Score -2.990325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189653 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -29903252.000000 Penalty: 6166.020996
	Iteration 129Q: 3 clusters Score -2.990325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189650 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -29903262.000000 Penalty: 6166.020996
	Iteration 130Q: 3 clusters Score -2.990326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189646 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -29903266.000000 Penalty: 6166.020996
	Iteration 131Q: 3 clusters Score -2.990327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189644 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -29903252.000000 Penalty: 6166.020996
	Iteration 132Q: 3 clusters Score -2.990325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189643 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -29903256.000000 Penalty: 6166.020996
	Iteration 133Q: 3 clusters Score -2.990326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189641 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -29903260.000000 Penalty: 6166.020996
	Iteration 134Q: 3 clusters Score -2.990326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189639 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -29903256.000000 Penalty: 6166.020996
	Iteration 135Q: 3 clusters Score -2.990326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189634 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -29903260.000000 Penalty: 6166.020996
	Iteration 136Q: 3 clusters Score -2.990326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189628 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -29903282.000000 Penalty: 6166.020996
	Iteration 137Q: 3 clusters Score -2.990328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189621 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -29903266.000000 Penalty: 6166.020996
	Iteration 138Q: 3 clusters Score -2.990327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189611 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -29903262.000000 Penalty: 6166.020996
	Iteration 139Q: 3 clusters Score -2.990326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189600 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -29903274.000000 Penalty: 6166.020996
	Iteration 140F: 3 clusters Score -2.990327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -29903282.000000 Penalty: 6166.020996
	Iteration 141Q: 3 clusters Score -2.990328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189579 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -29903272.000000 Penalty: 6166.020996
	Iteration 142Q: 3 clusters Score -2.990327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189566 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -29903278.000000 Penalty: 6166.020996
	Iteration 143Q: 3 clusters Score -2.990328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189549 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -29903270.000000 Penalty: 6166.020996
	Iteration 144Q: 3 clusters Score -2.990327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -29903244.000000 Penalty: 6166.020996
	Iteration 145Q: 3 clusters Score -2.990324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -29903208.000000 Penalty: 6166.020996
	Iteration 146Q: 3 clusters Score -2.990321e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189474 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -29903216.000000 Penalty: 6166.020996
	Iteration 147Q: 3 clusters Score -2.990322e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189436 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -29903232.000000 Penalty: 6166.020996
	Iteration 148Q: 3 clusters Score -2.990323e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189399 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -29903236.000000 Penalty: 6166.020996
	Iteration 149Q: 3 clusters Score -2.990324e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189355 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -29903240.000000 Penalty: 6166.020996
	Iteration 150Q: 3 clusters Score -2.990324e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189304 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -29903248.000000 Penalty: 6166.020996
	Iteration 151Q: 3 clusters Score -2.990325e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189256 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -29903264.000000 Penalty: 6166.020996
	Iteration 152Q: 3 clusters Score -2.990326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -29903276.000000 Penalty: 6166.020996
	Iteration 153Q: 3 clusters Score -2.990328e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -29903280.000000 Penalty: 6166.020996
	Iteration 154Q: 3 clusters Score -2.990328e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189064 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -29903292.000000 Penalty: 6166.020996
	Iteration 155Q: 3 clusters Score -2.990329e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188995 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -29903304.000000 Penalty: 6166.020996
	Iteration 156Q: 3 clusters Score -2.99033e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188939 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -29903360.000000 Penalty: 6166.020996
	Iteration 157Q: 3 clusters Score -2.990336e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188875 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -29903350.000000 Penalty: 6166.020996
	Iteration 158Q: 3 clusters Score -2.990335e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188808 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -29903388.000000 Penalty: 6166.020996
	Iteration 159Q: 3 clusters Score -2.990339e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188735 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -29903380.000000 Penalty: 6166.020996
	Iteration 160F: 3 clusters Score -2.990338e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188657 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -29903380.000000 Penalty: 6166.020996
	Iteration 161Q: 3 clusters Score -2.990338e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -29903378.000000 Penalty: 6166.020996
	Iteration 162Q: 3 clusters Score -2.990338e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188481 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -29903366.000000 Penalty: 6166.020996
	Iteration 163Q: 3 clusters Score -2.990337e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -29903396.000000 Penalty: 6166.020996
	Iteration 164Q: 3 clusters Score -2.99034e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188304 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -29903352.000000 Penalty: 6166.020996
	Iteration 165Q: 3 clusters Score -2.990335e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188231 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -29903358.000000 Penalty: 6166.020996
	Iteration 166Q: 3 clusters Score -2.990336e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188154 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -29903386.000000 Penalty: 6166.020996
	Iteration 167Q: 3 clusters Score -2.990339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -29903410.000000 Penalty: 6166.020996
	Iteration 168Q: 3 clusters Score -2.990341e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187995 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -29903368.000000 Penalty: 6166.020996
	Iteration 169Q: 3 clusters Score -2.990337e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187911 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -29903384.000000 Penalty: 6166.020996
	Iteration 170Q: 3 clusters Score -2.990338e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187835 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -29903416.000000 Penalty: 6166.020996
	Iteration 171Q: 3 clusters Score -2.990342e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187737 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -29903434.000000 Penalty: 6166.020996
	Iteration 172Q: 3 clusters Score -2.990343e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -29903512.000000 Penalty: 6166.020996
	Iteration 173Q: 3 clusters Score -2.990351e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187518 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -29903482.000000 Penalty: 6166.020996
	Iteration 174Q: 3 clusters Score -2.990348e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187388 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -29903488.000000 Penalty: 6166.020996
	Iteration 175Q: 3 clusters Score -2.990349e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -29903506.000000 Penalty: 6166.020996
	Iteration 176Q: 3 clusters Score -2.990351e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -29903494.000000 Penalty: 6166.020996
	Iteration 177Q: 3 clusters Score -2.990349e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187063 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -29903536.000000 Penalty: 6166.020996
	Iteration 178Q: 3 clusters Score -2.990354e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186951 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -29903530.000000 Penalty: 6166.020996
	Iteration 179Q: 3 clusters Score -2.990353e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186845 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -29903632.000000 Penalty: 6166.020996
	Iteration 180F: 3 clusters Score -2.990363e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186751 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -29903620.000000 Penalty: 6166.020996
	Iteration 181Q: 3 clusters Score -2.990362e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186661 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -29903634.000000 Penalty: 6166.020996
	Iteration 182Q: 3 clusters Score -2.990363e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186588 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -29903658.000000 Penalty: 6166.020996
	Iteration 183Q: 3 clusters Score -2.990366e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186511 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -29903706.000000 Penalty: 6166.020996
	Iteration 184Q: 3 clusters Score -2.990371e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -29903756.000000 Penalty: 6166.020996
	Iteration 185Q: 3 clusters Score -2.990376e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -29903758.000000 Penalty: 6166.020996
	Iteration 186Q: 3 clusters Score -2.990376e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186287 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -29903764.000000 Penalty: 6166.020996
	Iteration 187Q: 3 clusters Score -2.990376e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186231 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -29903766.000000 Penalty: 6166.020996
	Iteration 188Q: 3 clusters Score -2.990377e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186174 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -29903772.000000 Penalty: 6166.020996
	Iteration 189Q: 3 clusters Score -2.990377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186104 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -29903774.000000 Penalty: 6166.020996
	Iteration 190Q: 3 clusters Score -2.990377e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186049 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -29903814.000000 Penalty: 6166.020996
	Iteration 191Q: 3 clusters Score -2.990381e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186000 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -29903780.000000 Penalty: 6166.020996
	Iteration 192Q: 3 clusters Score -2.990378e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185959 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -29903760.000000 Penalty: 6166.020996
	Iteration 193Q: 3 clusters Score -2.990376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185928 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -29903746.000000 Penalty: 6166.020996
	Iteration 194Q: 3 clusters Score -2.990375e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185889 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -29903742.000000 Penalty: 6166.020996
	Iteration 195Q: 3 clusters Score -2.990374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185853 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -29903754.000000 Penalty: 6166.020996
	Iteration 196Q: 3 clusters Score -2.990375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185818 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -29903764.000000 Penalty: 6166.020996
	Iteration 197Q: 3 clusters Score -2.990376e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185768 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -29903784.000000 Penalty: 6166.020996
	Iteration 198Q: 3 clusters Score -2.990378e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -29903842.000000 Penalty: 6166.020996
	Iteration 199Q: 3 clusters Score -2.990384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185658 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -29903882.000000 Penalty: 6166.020996
	Iteration 200F: 3 clusters Score -2.990388e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185601 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -29903874.000000 Penalty: 6166.020996
	Iteration 201Q: 3 clusters Score -2.990387e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185548 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -29903884.000000 Penalty: 6166.020996
	Iteration 202Q: 3 clusters Score -2.990388e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185497 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -29903886.000000 Penalty: 6166.020996
	Iteration 203Q: 3 clusters Score -2.990389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -29903848.000000 Penalty: 6166.020996
	Iteration 204Q: 3 clusters Score -2.990385e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185420 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -29903854.000000 Penalty: 6166.020996
	Iteration 205Q: 3 clusters Score -2.990385e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185383 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -29903856.000000 Penalty: 6166.020996
	Iteration 206Q: 3 clusters Score -2.990386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185353 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -29903858.000000 Penalty: 6166.020996
	Iteration 207Q: 3 clusters Score -2.990386e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185326 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -29903864.000000 Penalty: 6166.020996
	Iteration 208Q: 3 clusters Score -2.990386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185300 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -29903888.000000 Penalty: 6166.020996
	Iteration 209Q: 3 clusters Score -2.990389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185274 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -29903910.000000 Penalty: 6166.020996
	Iteration 210Q: 3 clusters Score -2.990391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185246 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -29903946.000000 Penalty: 6166.020996
	Iteration 211Q: 3 clusters Score -2.990395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -29903992.000000 Penalty: 6166.020996
	Iteration 212Q: 3 clusters Score -2.990399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185201 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -29904018.000000 Penalty: 6166.020996
	Iteration 213Q: 3 clusters Score -2.990402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -29904032.000000 Penalty: 6166.020996
	Iteration 214Q: 3 clusters Score -2.990403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185162 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -29903994.000000 Penalty: 6166.020996
	Iteration 215Q: 3 clusters Score -2.990399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185148 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -29903990.000000 Penalty: 6166.020996
	Iteration 216Q: 3 clusters Score -2.990399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185132 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -29904000.000000 Penalty: 6166.020996
	Iteration 217Q: 3 clusters Score -2.9904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185118 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -29903996.000000 Penalty: 6166.020996
	Iteration 218Q: 3 clusters Score -2.9904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185105 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -29904030.000000 Penalty: 6166.020996
	Iteration 219Q: 3 clusters Score -2.990403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185088 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -29904006.000000 Penalty: 6166.020996
	Iteration 220F: 3 clusters Score -2.990401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -29904006.000000 Penalty: 6166.020996
	Iteration 221Q: 3 clusters Score -2.990401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185039 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -29904026.000000 Penalty: 6166.020996
	Iteration 222Q: 3 clusters Score -2.990403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185011 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -29904052.000000 Penalty: 6166.020996
	Iteration 223Q: 3 clusters Score -2.990405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184977 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -29904080.000000 Penalty: 6166.020996
	Iteration 224Q: 3 clusters Score -2.990408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184936 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -29904084.000000 Penalty: 6166.020996
	Iteration 225Q: 3 clusters Score -2.990408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184899 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -29904112.000000 Penalty: 6166.020996
	Iteration 226Q: 3 clusters Score -2.990411e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184863 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -29904094.000000 Penalty: 6166.020996
	Iteration 227Q: 3 clusters Score -2.990409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184828 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -29904128.000000 Penalty: 6166.020996
	Iteration 228Q: 3 clusters Score -2.990413e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184799 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -29904130.000000 Penalty: 6166.020996
	Iteration 229Q: 3 clusters Score -2.990413e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184755 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -29904134.000000 Penalty: 6166.020996
	Iteration 230Q: 3 clusters Score -2.990413e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -29904138.000000 Penalty: 6166.020996
	Iteration 231Q: 3 clusters Score -2.990414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184650 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -29904164.000000 Penalty: 6166.020996
	Iteration 232Q: 3 clusters Score -2.990416e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -29904182.000000 Penalty: 6166.020996
	Iteration 233Q: 3 clusters Score -2.990418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184561 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -29904166.000000 Penalty: 6166.020996
	Iteration 234Q: 3 clusters Score -2.990417e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184516 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -29904204.000000 Penalty: 6166.020996
	Iteration 235Q: 3 clusters Score -2.99042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184478 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -29904226.000000 Penalty: 6166.020996
	Iteration 236Q: 3 clusters Score -2.990423e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184445 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -29904244.000000 Penalty: 6166.020996
	Iteration 237Q: 3 clusters Score -2.990424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184411 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -29904260.000000 Penalty: 6166.020996
	Iteration 238Q: 3 clusters Score -2.990426e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184370 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -29904302.000000 Penalty: 6166.020996
	Iteration 239Q: 3 clusters Score -2.99043e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184319 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -29904360.000000 Penalty: 6166.020996
	Iteration 240F: 3 clusters Score -2.990436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184276 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -29904328.000000 Penalty: 6166.020996
	Iteration 241Q: 3 clusters Score -2.990433e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184242 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -29904332.000000 Penalty: 6166.020996
	Iteration 242Q: 3 clusters Score -2.990433e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184215 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -29904338.000000 Penalty: 6166.020996
	Iteration 243Q: 3 clusters Score -2.990434e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -29904322.000000 Penalty: 6166.020996
	Iteration 244Q: 3 clusters Score -2.990432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184162 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -29904348.000000 Penalty: 6166.020996
	Iteration 245Q: 3 clusters Score -2.990435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -29904344.000000 Penalty: 6166.020996
	Iteration 246Q: 3 clusters Score -2.990434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -29904356.000000 Penalty: 6166.020996
	Iteration 247Q: 3 clusters Score -2.990436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184067 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -29904378.000000 Penalty: 6166.020996
	Iteration 248Q: 3 clusters Score -2.990438e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184027 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -29904364.000000 Penalty: 6166.020996
	Iteration 249Q: 3 clusters Score -2.990436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184001 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -29904396.000000 Penalty: 6166.020996
	Iteration 250Q: 3 clusters Score -2.99044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -29904424.000000 Penalty: 6166.020996
	Iteration 251Q: 3 clusters Score -2.990442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183936 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -29904454.000000 Penalty: 6166.020996
	Iteration 252Q: 3 clusters Score -2.990445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183901 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -29904460.000000 Penalty: 6166.020996
	Iteration 253Q: 3 clusters Score -2.990446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183861 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -29904490.000000 Penalty: 6166.020996
	Iteration 254Q: 3 clusters Score -2.990449e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183824 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -29904500.000000 Penalty: 6166.020996
	Iteration 255Q: 3 clusters Score -2.99045e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183783 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -29904528.000000 Penalty: 6166.020996
	Iteration 256Q: 3 clusters Score -2.990453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -29904542.000000 Penalty: 6166.020996
	Iteration 257Q: 3 clusters Score -2.990454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -29904552.000000 Penalty: 6166.020996
	Iteration 258Q: 3 clusters Score -2.990455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183714 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -29904540.000000 Penalty: 6166.020996
	Iteration 259Q: 3 clusters Score -2.990454e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183688 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -29904550.000000 Penalty: 6166.020996
	Iteration 260F: 3 clusters Score -2.990455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183656 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -29904558.000000 Penalty: 6166.020996
	Iteration 261Q: 3 clusters Score -2.990456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183624 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -29904548.000000 Penalty: 6166.020996
	Iteration 262Q: 3 clusters Score -2.990455e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -29904540.000000 Penalty: 6166.020996
	Iteration 263Q: 3 clusters Score -2.990454e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183537 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -29904550.000000 Penalty: 6166.020996
	Iteration 264Q: 3 clusters Score -2.990455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183508 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -29904552.000000 Penalty: 6166.020996
	Iteration 265Q: 3 clusters Score -2.990455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183483 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -29904558.000000 Penalty: 6166.020996
	Iteration 266Q: 3 clusters Score -2.990456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183445 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -29904606.000000 Penalty: 6166.020996
	Iteration 267Q: 3 clusters Score -2.990461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183403 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -29904612.000000 Penalty: 6166.020996
	Iteration 268Q: 3 clusters Score -2.990461e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183363 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -29904656.000000 Penalty: 6166.020996
	Iteration 269Q: 3 clusters Score -2.990466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -29904674.000000 Penalty: 6166.020996
	Iteration 270Q: 3 clusters Score -2.990467e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183262 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -29904672.000000 Penalty: 6166.020996
	Iteration 271Q: 3 clusters Score -2.990467e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183207 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -29904680.000000 Penalty: 6166.020996
	Iteration 272Q: 3 clusters Score -2.990468e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183159 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -29904706.000000 Penalty: 6166.020996
	Iteration 273Q: 3 clusters Score -2.990471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183119 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -29904700.000000 Penalty: 6166.020996
	Iteration 274Q: 3 clusters Score -2.99047e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -29904706.000000 Penalty: 6166.020996
	Iteration 275Q: 3 clusters Score -2.990471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183052 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -29904712.000000 Penalty: 6166.020996
	Iteration 276Q: 3 clusters Score -2.990471e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -29904682.000000 Penalty: 6166.020996
	Iteration 277Q: 3 clusters Score -2.990468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182983 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -29904722.000000 Penalty: 6166.020996
	Iteration 278Q: 3 clusters Score -2.990472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182962 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -29904728.000000 Penalty: 6166.020996
	Iteration 279Q: 3 clusters Score -2.990473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182940 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -29904734.000000 Penalty: 6166.020996
	Iteration 280F: 3 clusters Score -2.990473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182916 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -29904756.000000 Penalty: 6166.020996
	Iteration 281Q: 3 clusters Score -2.990476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182893 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -29904752.000000 Penalty: 6166.020996
	Iteration 282Q: 3 clusters Score -2.990475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182878 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -29904746.000000 Penalty: 6166.020996
	Iteration 283Q: 3 clusters Score -2.990475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182869 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -29904732.000000 Penalty: 6166.020996
	Iteration 284Q: 3 clusters Score -2.990473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -29904762.000000 Penalty: 6166.020996
	Iteration 285Q: 3 clusters Score -2.990476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -29904766.000000 Penalty: 6166.020996
	Iteration 286Q: 3 clusters Score -2.990477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -29904782.000000 Penalty: 6166.020996
	Iteration 287Q: 3 clusters Score -2.990478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182856 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -29904786.000000 Penalty: 6166.020996
	Iteration 288Q: 3 clusters Score -2.990479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182852 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -29904776.000000 Penalty: 6166.020996
	Iteration 289Q: 3 clusters Score -2.990478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182844 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -29904764.000000 Penalty: 6166.020996
	Iteration 290Q: 3 clusters Score -2.990476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182834 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -29904778.000000 Penalty: 6166.020996
	Iteration 291Q: 3 clusters Score -2.990478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182820 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -29904764.000000 Penalty: 6166.020996
	Iteration 292Q: 3 clusters Score -2.990476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182814 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -29904768.000000 Penalty: 6166.020996
	Iteration 293Q: 3 clusters Score -2.990477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182813 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -29904768.000000 Penalty: 6166.020996
	Iteration 294Q: 3 clusters Score -2.990477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182809 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -29904772.000000 Penalty: 6166.020996
	Iteration 295Q: 3 clusters Score -2.990477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182807 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -29904762.000000 Penalty: 6166.020996
	Iteration 296Q: 3 clusters Score -2.990476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182806 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -29904764.000000 Penalty: 6166.020996
	Iteration 297Q: 3 clusters Score -2.990476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182806 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -29904764.000000 Penalty: 6166.020996
	Iteration 298F: 3 clusters Score -2.990476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 109252 members 
Mstep: Class 15 contains 198309 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 82394 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Mstep: Class 21 contains 9964 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 67764 members 
Entering Unmasked Estep 
Score: -205377616.000000 Penalty: 82108.992188
Splitting cluster 13 changes total score from -205336480.000000 to -205377616.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (109252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Entering Unmasked Estep 
Score: -12972625.000000 Penalty: 2877.150391
	Iteration 0F: 2 clusters Score -1.297262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -12899735.000000 Penalty: 5754.300781
	Iteration 0F: 3 clusters Score -1.289974e+07 nChanged 51780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -12930742.000000 Penalty: 5754.300781
	Iteration 1F: 3 clusters Score -1.293074e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -12934697.000000 Penalty: 5754.300781
	Iteration 2Q: 3 clusters Score -1.29347e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -12941242.000000 Penalty: 5754.300781
	Iteration 3F: 3 clusters Score -1.294124e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -12947215.000000 Penalty: 5754.300781
	Iteration 4F: 3 clusters Score -1.294722e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -12952248.000000 Penalty: 5754.300781
	Iteration 5F: 3 clusters Score -1.295225e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -12957129.000000 Penalty: 5754.300781
	Iteration 6F: 3 clusters Score -1.295713e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -12961576.000000 Penalty: 5754.300781
	Iteration 7F: 3 clusters Score -1.296158e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -12965497.000000 Penalty: 5754.300781
	Iteration 8F: 3 clusters Score -1.29655e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -12968759.000000 Penalty: 5754.300781
	Iteration 9Q: 3 clusters Score -1.296876e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -12971508.000000 Penalty: 5754.300781
	Iteration 10Q: 3 clusters Score -1.297151e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -12973958.000000 Penalty: 5754.300781
	Iteration 11Q: 3 clusters Score -1.297396e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -12976094.000000 Penalty: 5754.300781
	Iteration 12Q: 3 clusters Score -1.297609e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -12977738.000000 Penalty: 5754.300781
	Iteration 13Q: 3 clusters Score -1.297774e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -12979068.000000 Penalty: 5754.300781
	Iteration 14Q: 3 clusters Score -1.297907e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -12980169.000000 Penalty: 5754.300781
	Iteration 15Q: 3 clusters Score -1.298017e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -12980888.000000 Penalty: 5754.300781
	Iteration 16Q: 3 clusters Score -1.298089e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -12981336.000000 Penalty: 5754.300781
	Iteration 17Q: 3 clusters Score -1.298134e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -12981580.000000 Penalty: 5754.300781
	Iteration 18Q: 3 clusters Score -1.298158e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -12981721.000000 Penalty: 5754.300781
	Iteration 19Q: 3 clusters Score -1.298172e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -12981777.000000 Penalty: 5754.300781
	Iteration 20F: 3 clusters Score -1.298178e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -12981805.000000 Penalty: 5754.300781
	Iteration 21Q: 3 clusters Score -1.29818e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -12981820.000000 Penalty: 5754.300781
	Iteration 22Q: 3 clusters Score -1.298182e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -12981862.000000 Penalty: 5754.300781
	Iteration 23Q: 3 clusters Score -1.298186e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -12981873.000000 Penalty: 5754.300781
	Iteration 24Q: 3 clusters Score -1.298187e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103685 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -12981865.000000 Penalty: 5754.300781
	Iteration 25Q: 3 clusters Score -1.298186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -12981858.000000 Penalty: 5754.300781
	Iteration 26Q: 3 clusters Score -1.298186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -12981861.000000 Penalty: 5754.300781
	Iteration 27Q: 3 clusters Score -1.298186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -12981857.000000 Penalty: 5754.300781
	Iteration 28Q: 3 clusters Score -1.298186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -12981856.000000 Penalty: 5754.300781
	Iteration 29Q: 3 clusters Score -1.298186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -12981854.000000 Penalty: 5754.300781
	Iteration 30Q: 3 clusters Score -1.298185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -12981846.000000 Penalty: 5754.300781
	Iteration 31Q: 3 clusters Score -1.298185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -12981853.000000 Penalty: 5754.300781
	Iteration 32Q: 3 clusters Score -1.298185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -12981868.000000 Penalty: 5754.300781
	Iteration 33Q: 3 clusters Score -1.298187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -12981862.000000 Penalty: 5754.300781
	Iteration 34Q: 3 clusters Score -1.298186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -12981864.000000 Penalty: 5754.300781
	Iteration 35Q: 3 clusters Score -1.298186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -12981865.000000 Penalty: 5754.300781
	Iteration 36Q: 3 clusters Score -1.298186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -12981880.000000 Penalty: 5754.300781
	Iteration 37Q: 3 clusters Score -1.298188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -12981876.000000 Penalty: 5754.300781
	Iteration 38Q: 3 clusters Score -1.298188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -12981876.000000 Penalty: 5754.300781
	Iteration 39F: 3 clusters Score -1.298188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 103903 members 
Mstep: Class 15 contains 198309 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 82394 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Mstep: Class 21 contains 9964 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 67764 members 
Mstep: Class 24 contains 5349 members 
Entering Unmasked Estep 
Score: -205387680.000000 Penalty: 85678.945312
Splitting cluster 14 changes total score from -205336480.000000 to -205387680.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (198309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198309 members 
Entering Unmasked Estep 
Score: -23875438.000000 Penalty: 3025.000244
	Iteration 0F: 2 clusters Score -2.387544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -23764896.000000 Penalty: 6050.000488
	Iteration 0F: 3 clusters Score -2.37649e+07 nChanged 95433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -23821260.000000 Penalty: 6050.000488
	Iteration 1F: 3 clusters Score -2.382126e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -23823354.000000 Penalty: 6050.000488
	Iteration 2Q: 3 clusters Score -2.382335e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -23826198.000000 Penalty: 6050.000488
	Iteration 3Q: 3 clusters Score -2.38262e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -23830478.000000 Penalty: 6050.000488
	Iteration 4Q: 3 clusters Score -2.383048e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -23837194.000000 Penalty: 6050.000488
	Iteration 5F: 3 clusters Score -2.383719e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 139863 members 
Entering Unmasked Estep 
Score: -23847740.000000 Penalty: 6050.000488
	Iteration 6F: 3 clusters Score -2.384774e+07 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -23858712.000000 Penalty: 6050.000488
	Iteration 7F: 3 clusters Score -2.385871e+07 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -23865218.000000 Penalty: 6050.000488
	Iteration 8F: 3 clusters Score -2.386522e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 174557 members 
Entering Unmasked Estep 
Score: -23868260.000000 Penalty: 6050.000488
	Iteration 9Q: 3 clusters Score -2.386826e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 180480 members 
Entering Unmasked Estep 
Score: -23870226.000000 Penalty: 6050.000488
	Iteration 10Q: 3 clusters Score -2.387023e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -23872518.000000 Penalty: 6050.000488
	Iteration 11Q: 3 clusters Score -2.387252e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 187029 members 
Entering Unmasked Estep 
Score: -23874598.000000 Penalty: 6050.000488
	Iteration 12Q: 3 clusters Score -2.38746e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 188055 members 
Entering Unmasked Estep 
Score: -23876850.000000 Penalty: 6050.000488
	Iteration 13Q: 3 clusters Score -2.387685e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 188102 members 
Entering Unmasked Estep 
Score: -23878838.000000 Penalty: 6050.000488
	Iteration 14Q: 3 clusters Score -2.387884e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 187809 members 
Entering Unmasked Estep 
Score: -23880064.000000 Penalty: 6050.000488
	Iteration 15Q: 3 clusters Score -2.388006e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 187503 members 
Entering Unmasked Estep 
Score: -23880814.000000 Penalty: 6050.000488
	Iteration 16Q: 3 clusters Score -2.388081e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 187248 members 
Entering Unmasked Estep 
Score: -23881492.000000 Penalty: 6050.000488
	Iteration 17Q: 3 clusters Score -2.388149e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -23881812.000000 Penalty: 6050.000488
	Iteration 18Q: 3 clusters Score -2.388181e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 186825 members 
Entering Unmasked Estep 
Score: -23882120.000000 Penalty: 6050.000488
	Iteration 19Q: 3 clusters Score -2.388212e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -23882302.000000 Penalty: 6050.000488
	Iteration 20F: 3 clusters Score -2.38823e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -23882524.000000 Penalty: 6050.000488
	Iteration 21Q: 3 clusters Score -2.388252e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 186327 members 
Entering Unmasked Estep 
Score: -23882650.000000 Penalty: 6050.000488
	Iteration 22Q: 3 clusters Score -2.388265e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 186238 members 
Entering Unmasked Estep 
Score: -23882698.000000 Penalty: 6050.000488
	Iteration 23Q: 3 clusters Score -2.38827e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 186185 members 
Entering Unmasked Estep 
Score: -23882768.000000 Penalty: 6050.000488
	Iteration 24Q: 3 clusters Score -2.388277e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 186134 members 
Entering Unmasked Estep 
Score: -23882850.000000 Penalty: 6050.000488
	Iteration 25Q: 3 clusters Score -2.388285e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 186067 members 
Entering Unmasked Estep 
Score: -23882922.000000 Penalty: 6050.000488
	Iteration 26Q: 3 clusters Score -2.388292e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 186017 members 
Entering Unmasked Estep 
Score: -23882968.000000 Penalty: 6050.000488
	Iteration 27Q: 3 clusters Score -2.388297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 185964 members 
Entering Unmasked Estep 
Score: -23882972.000000 Penalty: 6050.000488
	Iteration 28Q: 3 clusters Score -2.388297e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -23883012.000000 Penalty: 6050.000488
	Iteration 29Q: 3 clusters Score -2.388301e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 185825 members 
Entering Unmasked Estep 
Score: -23883086.000000 Penalty: 6050.000488
	Iteration 30Q: 3 clusters Score -2.388309e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 185748 members 
Entering Unmasked Estep 
Score: -23883112.000000 Penalty: 6050.000488
	Iteration 31Q: 3 clusters Score -2.388311e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 185688 members 
Entering Unmasked Estep 
Score: -23883196.000000 Penalty: 6050.000488
	Iteration 32Q: 3 clusters Score -2.38832e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 185640 members 
Entering Unmasked Estep 
Score: -23883240.000000 Penalty: 6050.000488
	Iteration 33Q: 3 clusters Score -2.388324e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -23883252.000000 Penalty: 6050.000488
	Iteration 34Q: 3 clusters Score -2.388325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 185573 members 
Entering Unmasked Estep 
Score: -23883256.000000 Penalty: 6050.000488
	Iteration 35Q: 3 clusters Score -2.388326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 185543 members 
Entering Unmasked Estep 
Score: -23883288.000000 Penalty: 6050.000488
	Iteration 36Q: 3 clusters Score -2.388329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 185518 members 
Entering Unmasked Estep 
Score: -23883286.000000 Penalty: 6050.000488
	Iteration 37Q: 3 clusters Score -2.388329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 185495 members 
Entering Unmasked Estep 
Score: -23883304.000000 Penalty: 6050.000488
	Iteration 38Q: 3 clusters Score -2.38833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 185478 members 
Entering Unmasked Estep 
Score: -23883306.000000 Penalty: 6050.000488
	Iteration 39Q: 3 clusters Score -2.388331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 185467 members 
Entering Unmasked Estep 
Score: -23883336.000000 Penalty: 6050.000488
	Iteration 40F: 3 clusters Score -2.388334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 185457 members 
Entering Unmasked Estep 
Score: -23883322.000000 Penalty: 6050.000488
	Iteration 41Q: 3 clusters Score -2.388332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 185445 members 
Entering Unmasked Estep 
Score: -23883332.000000 Penalty: 6050.000488
	Iteration 42Q: 3 clusters Score -2.388333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 185434 members 
Entering Unmasked Estep 
Score: -23883360.000000 Penalty: 6050.000488
	Iteration 43Q: 3 clusters Score -2.388336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 185421 members 
Entering Unmasked Estep 
Score: -23883362.000000 Penalty: 6050.000488
	Iteration 44Q: 3 clusters Score -2.388336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 185409 members 
Entering Unmasked Estep 
Score: -23883378.000000 Penalty: 6050.000488
	Iteration 45Q: 3 clusters Score -2.388338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 185399 members 
Entering Unmasked Estep 
Score: -23883378.000000 Penalty: 6050.000488
	Iteration 46Q: 3 clusters Score -2.388338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 185392 members 
Entering Unmasked Estep 
Score: -23883356.000000 Penalty: 6050.000488
	Iteration 47Q: 3 clusters Score -2.388336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 185386 members 
Entering Unmasked Estep 
Score: -23883378.000000 Penalty: 6050.000488
	Iteration 48Q: 3 clusters Score -2.388338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 185382 members 
Entering Unmasked Estep 
Score: -23883380.000000 Penalty: 6050.000488
	Iteration 49Q: 3 clusters Score -2.388338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 185378 members 
Entering Unmasked Estep 
Score: -23883390.000000 Penalty: 6050.000488
	Iteration 50Q: 3 clusters Score -2.388339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 185372 members 
Entering Unmasked Estep 
Score: -23883398.000000 Penalty: 6050.000488
	Iteration 51Q: 3 clusters Score -2.38834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 185366 members 
Entering Unmasked Estep 
Score: -23883408.000000 Penalty: 6050.000488
	Iteration 52Q: 3 clusters Score -2.388341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 185363 members 
Entering Unmasked Estep 
Score: -23883420.000000 Penalty: 6050.000488
	Iteration 53Q: 3 clusters Score -2.388342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 185361 members 
Entering Unmasked Estep 
Score: -23883418.000000 Penalty: 6050.000488
	Iteration 54Q: 3 clusters Score -2.388342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 185360 members 
Entering Unmasked Estep 
Score: -23883414.000000 Penalty: 6050.000488
	Iteration 55Q: 3 clusters Score -2.388341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 185361 members 
Entering Unmasked Estep 
Score: -23883410.000000 Penalty: 6050.000488
	Iteration 56Q: 3 clusters Score -2.388341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 185359 members 
Entering Unmasked Estep 
Score: -23883416.000000 Penalty: 6050.000488
	Iteration 57Q: 3 clusters Score -2.388342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 185356 members 
Entering Unmasked Estep 
Score: -23883416.000000 Penalty: 6050.000488
	Iteration 58Q: 3 clusters Score -2.388342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 185356 members 
Entering Unmasked Estep 
Score: -23883416.000000 Penalty: 6050.000488
	Iteration 59F: 3 clusters Score -2.388342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 103903 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 82394 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Mstep: Class 21 contains 9964 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 67764 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 185356 members 
Entering Unmasked Estep 
Score: -205398112.000000 Penalty: 89248.898438
Splitting cluster 15 changes total score from -205336480.000000 to -205398112.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (118866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118866 members 
Entering Unmasked Estep 
Score: -14008322.000000 Penalty: 2898.066406
	Iteration 0F: 2 clusters Score -1.400832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -13928357.000000 Penalty: 5796.132812
	Iteration 0F: 3 clusters Score -1.392836e+07 nChanged 56648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -13961968.000000 Penalty: 5796.132812
	Iteration 1F: 3 clusters Score -1.396197e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -13964275.000000 Penalty: 5796.132812
	Iteration 2Q: 3 clusters Score -1.396428e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -13967626.000000 Penalty: 5796.132812
	Iteration 3F: 3 clusters Score -1.396763e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -13972412.000000 Penalty: 5796.132812
	Iteration 4F: 3 clusters Score -1.397241e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -13978528.000000 Penalty: 5796.132812
	Iteration 5F: 3 clusters Score -1.397853e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -13985333.000000 Penalty: 5796.132812
	Iteration 6F: 3 clusters Score -1.398533e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -13991572.000000 Penalty: 5796.132812
	Iteration 7F: 3 clusters Score -1.399157e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -13996798.000000 Penalty: 5796.132812
	Iteration 8F: 3 clusters Score -1.39968e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -14000659.000000 Penalty: 5796.132812
	Iteration 9Q: 3 clusters Score -1.400066e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -14003107.000000 Penalty: 5796.132812
	Iteration 10Q: 3 clusters Score -1.400311e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -14004540.000000 Penalty: 5796.132812
	Iteration 11Q: 3 clusters Score -1.400454e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116918 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14005421.000000 Penalty: 5796.132812
	Iteration 12Q: 3 clusters Score -1.400542e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14005810.000000 Penalty: 5796.132812
	Iteration 13Q: 3 clusters Score -1.400581e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -14006071.000000 Penalty: 5796.132812
	Iteration 14Q: 3 clusters Score -1.400607e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117982 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14006208.000000 Penalty: 5796.132812
	Iteration 15Q: 3 clusters Score -1.400621e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14006302.000000 Penalty: 5796.132812
	Iteration 16Q: 3 clusters Score -1.40063e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14006376.000000 Penalty: 5796.132812
	Iteration 17Q: 3 clusters Score -1.400638e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14006434.000000 Penalty: 5796.132812
	Iteration 18Q: 3 clusters Score -1.400643e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14006505.000000 Penalty: 5796.132812
	Iteration 19Q: 3 clusters Score -1.40065e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14006541.000000 Penalty: 5796.132812
	Iteration 20F: 3 clusters Score -1.400654e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14006583.000000 Penalty: 5796.132812
	Iteration 21Q: 3 clusters Score -1.400658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14006631.000000 Penalty: 5796.132812
	Iteration 22Q: 3 clusters Score -1.400663e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14006656.000000 Penalty: 5796.132812
	Iteration 23Q: 3 clusters Score -1.400666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14006685.000000 Penalty: 5796.132812
	Iteration 24Q: 3 clusters Score -1.400668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14006685.000000 Penalty: 5796.132812
	Iteration 25Q: 3 clusters Score -1.400668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14006716.000000 Penalty: 5796.132812
	Iteration 26Q: 3 clusters Score -1.400672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14006726.000000 Penalty: 5796.132812
	Iteration 27Q: 3 clusters Score -1.400673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14006731.000000 Penalty: 5796.132812
	Iteration 28Q: 3 clusters Score -1.400673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14006746.000000 Penalty: 5796.132812
	Iteration 29Q: 3 clusters Score -1.400675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14006739.000000 Penalty: 5796.132812
	Iteration 30Q: 3 clusters Score -1.400674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14006751.000000 Penalty: 5796.132812
	Iteration 31Q: 3 clusters Score -1.400675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14006741.000000 Penalty: 5796.132812
	Iteration 32Q: 3 clusters Score -1.400674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14006739.000000 Penalty: 5796.132812
	Iteration 33Q: 3 clusters Score -1.400674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14006748.000000 Penalty: 5796.132812
	Iteration 34Q: 3 clusters Score -1.400675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14006759.000000 Penalty: 5796.132812
	Iteration 35Q: 3 clusters Score -1.400676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14006756.000000 Penalty: 5796.132812
	Iteration 36Q: 3 clusters Score -1.400676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118225 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14006749.000000 Penalty: 5796.132812
	Iteration 37Q: 3 clusters Score -1.400675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14006757.000000 Penalty: 5796.132812
	Iteration 38Q: 3 clusters Score -1.400676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14006769.000000 Penalty: 5796.132812
	Iteration 39Q: 3 clusters Score -1.400677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14006761.000000 Penalty: 5796.132812
	Iteration 40F: 3 clusters Score -1.400676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14006768.000000 Penalty: 5796.132812
	Iteration 41Q: 3 clusters Score -1.400677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14006767.000000 Penalty: 5796.132812
	Iteration 42Q: 3 clusters Score -1.400677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118218 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14006767.000000 Penalty: 5796.132812
	Iteration 43Q: 3 clusters Score -1.400677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14006772.000000 Penalty: 5796.132812
	Iteration 44Q: 3 clusters Score -1.400677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118211 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14006771.000000 Penalty: 5796.132812
	Iteration 45Q: 3 clusters Score -1.400677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14006773.000000 Penalty: 5796.132812
	Iteration 46Q: 3 clusters Score -1.400677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14006773.000000 Penalty: 5796.132812
	Iteration 47F: 3 clusters Score -1.400677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (82394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Entering Unmasked Estep 
Score: -9855408.000000 Penalty: 2807.178467
	Iteration 0F: 2 clusters Score -9855408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -9800371.000000 Penalty: 5614.356934
	Iteration 0F: 3 clusters Score -9800371 nChanged 38848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -9822669.000000 Penalty: 5614.356934
	Iteration 1F: 3 clusters Score -9822669 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -9824379.000000 Penalty: 5614.356934
	Iteration 2Q: 3 clusters Score -9824379 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -9827101.000000 Penalty: 5614.356934
	Iteration 3F: 3 clusters Score -9827101 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -9831627.000000 Penalty: 5614.356934
	Iteration 4F: 3 clusters Score -9831627 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -9836539.000000 Penalty: 5614.356934
	Iteration 5F: 3 clusters Score -9836539 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -9839954.000000 Penalty: 5614.356934
	Iteration 6F: 3 clusters Score -9839954 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -9842072.000000 Penalty: 5614.356934
	Iteration 7F: 3 clusters Score -9842072 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -9843369.000000 Penalty: 5614.356934
	Iteration 8Q: 3 clusters Score -9843369 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -9844573.000000 Penalty: 5614.356934
	Iteration 9Q: 3 clusters Score -9844573 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -9845734.000000 Penalty: 5614.356934
	Iteration 10Q: 3 clusters Score -9845734 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -9846813.000000 Penalty: 5614.356934
	Iteration 11Q: 3 clusters Score -9846813 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -9848234.000000 Penalty: 5614.356934
	Iteration 12Q: 3 clusters Score -9848234 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -9849741.000000 Penalty: 5614.356934
	Iteration 13Q: 3 clusters Score -9849741 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -9851325.000000 Penalty: 5614.356934
	Iteration 14Q: 3 clusters Score -9851325 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -9852837.000000 Penalty: 5614.356934
	Iteration 15Q: 3 clusters Score -9852837 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -9854214.000000 Penalty: 5614.356934
	Iteration 16Q: 3 clusters Score -9854214 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -9855241.000000 Penalty: 5614.356934
	Iteration 17Q: 3 clusters Score -9855241 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -9855925.000000 Penalty: 5614.356934
	Iteration 18Q: 3 clusters Score -9855925 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -9856267.000000 Penalty: 5614.356934
	Iteration 19Q: 3 clusters Score -9856267 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -9856475.000000 Penalty: 5614.356934
	Iteration 20F: 3 clusters Score -9856475 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -9856607.000000 Penalty: 5614.356934
	Iteration 21Q: 3 clusters Score -9856607 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -9856675.000000 Penalty: 5614.356934
	Iteration 22Q: 3 clusters Score -9856675 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -9856685.000000 Penalty: 5614.356934
	Iteration 23Q: 3 clusters Score -9856685 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -9856701.000000 Penalty: 5614.356934
	Iteration 24Q: 3 clusters Score -9856701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -9856704.000000 Penalty: 5614.356934
	Iteration 25Q: 3 clusters Score -9856704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9856704.000000 Penalty: 5614.356934
	Iteration 26Q: 3 clusters Score -9856704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -9856722.000000 Penalty: 5614.356934
	Iteration 27Q: 3 clusters Score -9856722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -9856732.000000 Penalty: 5614.356934
	Iteration 28Q: 3 clusters Score -9856732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -9856739.000000 Penalty: 5614.356934
	Iteration 29Q: 3 clusters Score -9856739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -9856720.000000 Penalty: 5614.356934
	Iteration 30Q: 3 clusters Score -9856720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -9856742.000000 Penalty: 5614.356934
	Iteration 31Q: 3 clusters Score -9856742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -9856745.000000 Penalty: 5614.356934
	Iteration 32Q: 3 clusters Score -9856745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -9856750.000000 Penalty: 5614.356934
	Iteration 33Q: 3 clusters Score -9856750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -9856754.000000 Penalty: 5614.356934
	Iteration 34Q: 3 clusters Score -9856754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -9856753.000000 Penalty: 5614.356934
	Iteration 35Q: 3 clusters Score -9856753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -9856753.000000 Penalty: 5614.356934
	Iteration 36F: 3 clusters Score -9856753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 103903 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 83172 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Mstep: Class 21 contains 9964 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 67764 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 185356 members 
Mstep: Class 26 contains 79843 members 
Entering Unmasked Estep 
Score: -205399680.000000 Penalty: 92818.859375
Splitting cluster 17 changes total score from -205336480.000000 to -205399680.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (83172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Entering Unmasked Estep 
Score: -9084190.000000 Penalty: 2809.509033
	Iteration 0F: 2 clusters Score -9084190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -9028546.000000 Penalty: 5619.018066
	Iteration 0F: 3 clusters Score -9028546 nChanged 39106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -9052770.000000 Penalty: 5619.018066
	Iteration 1F: 3 clusters Score -9052770 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -9056567.000000 Penalty: 5619.018066
	Iteration 2F: 3 clusters Score -9056567 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -9061196.000000 Penalty: 5619.018066
	Iteration 3F: 3 clusters Score -9061196 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -9065900.000000 Penalty: 5619.018066
	Iteration 4F: 3 clusters Score -9065900 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -9069860.000000 Penalty: 5619.018066
	Iteration 5F: 3 clusters Score -9069860 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -9072787.000000 Penalty: 5619.018066
	Iteration 6F: 3 clusters Score -9072787 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -9074661.000000 Penalty: 5619.018066
	Iteration 7Q: 3 clusters Score -9074661 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -9076065.000000 Penalty: 5619.018066
	Iteration 8Q: 3 clusters Score -9076065 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -9077297.000000 Penalty: 5619.018066
	Iteration 9Q: 3 clusters Score -9077297 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -9078478.000000 Penalty: 5619.018066
	Iteration 10Q: 3 clusters Score -9078478 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -9079587.000000 Penalty: 5619.018066
	Iteration 11Q: 3 clusters Score -9079587 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -9080594.000000 Penalty: 5619.018066
	Iteration 12Q: 3 clusters Score -9080594 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -9081304.000000 Penalty: 5619.018066
	Iteration 13Q: 3 clusters Score -9081304 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -9081760.000000 Penalty: 5619.018066
	Iteration 14Q: 3 clusters Score -9081760 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -9082156.000000 Penalty: 5619.018066
	Iteration 15Q: 3 clusters Score -9082156 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -9082488.000000 Penalty: 5619.018066
	Iteration 16Q: 3 clusters Score -9082488 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -9082690.000000 Penalty: 5619.018066
	Iteration 17Q: 3 clusters Score -9082690 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -9082895.000000 Penalty: 5619.018066
	Iteration 18Q: 3 clusters Score -9082895 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -9083075.000000 Penalty: 5619.018066
	Iteration 19Q: 3 clusters Score -9083075 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -9083186.000000 Penalty: 5619.018066
	Iteration 20F: 3 clusters Score -9083186 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -9083347.000000 Penalty: 5619.018066
	Iteration 21Q: 3 clusters Score -9083347 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -9083502.000000 Penalty: 5619.018066
	Iteration 22Q: 3 clusters Score -9083502 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -9083690.000000 Penalty: 5619.018066
	Iteration 23Q: 3 clusters Score -9083690 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -9083852.000000 Penalty: 5619.018066
	Iteration 24Q: 3 clusters Score -9083852 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -9084011.000000 Penalty: 5619.018066
	Iteration 25Q: 3 clusters Score -9084011 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -9084161.000000 Penalty: 5619.018066
	Iteration 26Q: 3 clusters Score -9084161 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -9084288.000000 Penalty: 5619.018066
	Iteration 27Q: 3 clusters Score -9084288 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -9084391.000000 Penalty: 5619.018066
	Iteration 28Q: 3 clusters Score -9084391 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -9084493.000000 Penalty: 5619.018066
	Iteration 29Q: 3 clusters Score -9084493 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -9084645.000000 Penalty: 5619.018066
	Iteration 30Q: 3 clusters Score -9084645 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -9084715.000000 Penalty: 5619.018066
	Iteration 31Q: 3 clusters Score -9084715 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -9084791.000000 Penalty: 5619.018066
	Iteration 32Q: 3 clusters Score -9084791 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9084861.000000 Penalty: 5619.018066
	Iteration 33Q: 3 clusters Score -9084861 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -9084913.000000 Penalty: 5619.018066
	Iteration 34Q: 3 clusters Score -9084913 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9084971.000000 Penalty: 5619.018066
	Iteration 35Q: 3 clusters Score -9084971 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -9085067.000000 Penalty: 5619.018066
	Iteration 36Q: 3 clusters Score -9085067 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -9085128.000000 Penalty: 5619.018066
	Iteration 37Q: 3 clusters Score -9085128 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -9085192.000000 Penalty: 5619.018066
	Iteration 38Q: 3 clusters Score -9085192 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -9085243.000000 Penalty: 5619.018066
	Iteration 39Q: 3 clusters Score -9085243 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -9085331.000000 Penalty: 5619.018066
	Iteration 40F: 3 clusters Score -9085331 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -9085403.000000 Penalty: 5619.018066
	Iteration 41Q: 3 clusters Score -9085403 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -9085479.000000 Penalty: 5619.018066
	Iteration 42Q: 3 clusters Score -9085479 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -9085533.000000 Penalty: 5619.018066
	Iteration 43Q: 3 clusters Score -9085533 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -9085575.000000 Penalty: 5619.018066
	Iteration 44Q: 3 clusters Score -9085575 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -9085608.000000 Penalty: 5619.018066
	Iteration 45Q: 3 clusters Score -9085608 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -9085668.000000 Penalty: 5619.018066
	Iteration 46Q: 3 clusters Score -9085668 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -9085713.000000 Penalty: 5619.018066
	Iteration 47Q: 3 clusters Score -9085713 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -9085744.000000 Penalty: 5619.018066
	Iteration 48Q: 3 clusters Score -9085744 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -9085750.000000 Penalty: 5619.018066
	Iteration 49Q: 3 clusters Score -9085750 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -9085727.000000 Penalty: 5619.018066
	Iteration 50Q: 3 clusters Score -9085727 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -9085775.000000 Penalty: 5619.018066
	Iteration 51Q: 3 clusters Score -9085775 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -9085822.000000 Penalty: 5619.018066
	Iteration 52Q: 3 clusters Score -9085822 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -9085827.000000 Penalty: 5619.018066
	Iteration 53Q: 3 clusters Score -9085827 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -9085852.000000 Penalty: 5619.018066
	Iteration 54Q: 3 clusters Score -9085852 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -9085919.000000 Penalty: 5619.018066
	Iteration 55Q: 3 clusters Score -9085919 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -9085932.000000 Penalty: 5619.018066
	Iteration 56Q: 3 clusters Score -9085932 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -9085933.000000 Penalty: 5619.018066
	Iteration 57Q: 3 clusters Score -9085933 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -9085978.000000 Penalty: 5619.018066
	Iteration 58Q: 3 clusters Score -9085978 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -9085980.000000 Penalty: 5619.018066
	Iteration 59Q: 3 clusters Score -9085980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -9086009.000000 Penalty: 5619.018066
	Iteration 60F: 3 clusters Score -9086009 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -9086070.000000 Penalty: 5619.018066
	Iteration 61Q: 3 clusters Score -9086070 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -9086091.000000 Penalty: 5619.018066
	Iteration 62Q: 3 clusters Score -9086091 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -9086128.000000 Penalty: 5619.018066
	Iteration 63Q: 3 clusters Score -9086128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -9086183.000000 Penalty: 5619.018066
	Iteration 64Q: 3 clusters Score -9086183 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -9086226.000000 Penalty: 5619.018066
	Iteration 65Q: 3 clusters Score -9086226 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -9086237.000000 Penalty: 5619.018066
	Iteration 66Q: 3 clusters Score -9086237 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -9086240.000000 Penalty: 5619.018066
	Iteration 67Q: 3 clusters Score -9086240 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -9086284.000000 Penalty: 5619.018066
	Iteration 68Q: 3 clusters Score -9086284 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -9086316.000000 Penalty: 5619.018066
	Iteration 69Q: 3 clusters Score -9086316 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -9086367.000000 Penalty: 5619.018066
	Iteration 70Q: 3 clusters Score -9086367 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -9086411.000000 Penalty: 5619.018066
	Iteration 71Q: 3 clusters Score -9086411 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -9086444.000000 Penalty: 5619.018066
	Iteration 72Q: 3 clusters Score -9086444 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -9086486.000000 Penalty: 5619.018066
	Iteration 73Q: 3 clusters Score -9086486 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -9086495.000000 Penalty: 5619.018066
	Iteration 74Q: 3 clusters Score -9086495 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -9086542.000000 Penalty: 5619.018066
	Iteration 75Q: 3 clusters Score -9086542 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -9086588.000000 Penalty: 5619.018066
	Iteration 76Q: 3 clusters Score -9086588 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -9086637.000000 Penalty: 5619.018066
	Iteration 77Q: 3 clusters Score -9086637 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -9086627.000000 Penalty: 5619.018066
	Iteration 78Q: 3 clusters Score -9086627 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -9086706.000000 Penalty: 5619.018066
	Iteration 79Q: 3 clusters Score -9086706 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -9086729.000000 Penalty: 5619.018066
	Iteration 80F: 3 clusters Score -9086729 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -9086756.000000 Penalty: 5619.018066
	Iteration 81Q: 3 clusters Score -9086756 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -9086785.000000 Penalty: 5619.018066
	Iteration 82Q: 3 clusters Score -9086785 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -9086804.000000 Penalty: 5619.018066
	Iteration 83Q: 3 clusters Score -9086804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -9086862.000000 Penalty: 5619.018066
	Iteration 84Q: 3 clusters Score -9086862 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -9086897.000000 Penalty: 5619.018066
	Iteration 85Q: 3 clusters Score -9086897 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -9086886.000000 Penalty: 5619.018066
	Iteration 86Q: 3 clusters Score -9086886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -9086913.000000 Penalty: 5619.018066
	Iteration 87Q: 3 clusters Score -9086913 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -9086951.000000 Penalty: 5619.018066
	Iteration 88Q: 3 clusters Score -9086951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -9086978.000000 Penalty: 5619.018066
	Iteration 89Q: 3 clusters Score -9086978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -9086986.000000 Penalty: 5619.018066
	Iteration 90Q: 3 clusters Score -9086986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -9086980.000000 Penalty: 5619.018066
	Iteration 91Q: 3 clusters Score -9086980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -9086997.000000 Penalty: 5619.018066
	Iteration 92Q: 3 clusters Score -9086997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -9086993.000000 Penalty: 5619.018066
	Iteration 93Q: 3 clusters Score -9086993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -9086989.000000 Penalty: 5619.018066
	Iteration 94Q: 3 clusters Score -9086989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -9087008.000000 Penalty: 5619.018066
	Iteration 95Q: 3 clusters Score -9087008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -9086989.000000 Penalty: 5619.018066
	Iteration 96Q: 3 clusters Score -9086989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -9086994.000000 Penalty: 5619.018066
	Iteration 97Q: 3 clusters Score -9086994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -9087003.000000 Penalty: 5619.018066
	Iteration 98Q: 3 clusters Score -9087003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -9087001.000000 Penalty: 5619.018066
	Iteration 99Q: 3 clusters Score -9087001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -9087006.000000 Penalty: 5619.018066
	Iteration 100F: 3 clusters Score -9087006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -9087000.000000 Penalty: 5619.018066
	Iteration 101Q: 3 clusters Score -9087000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -9086995.000000 Penalty: 5619.018066
	Iteration 102Q: 3 clusters Score -9086995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -9086991.000000 Penalty: 5619.018066
	Iteration 103Q: 3 clusters Score -9086991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -9086999.000000 Penalty: 5619.018066
	Iteration 104Q: 3 clusters Score -9086999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -9087010.000000 Penalty: 5619.018066
	Iteration 105Q: 3 clusters Score -9087010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -9087015.000000 Penalty: 5619.018066
	Iteration 106Q: 3 clusters Score -9087015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -9087016.000000 Penalty: 5619.018066
	Iteration 107Q: 3 clusters Score -9087016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -9087014.000000 Penalty: 5619.018066
	Iteration 108Q: 3 clusters Score -9087014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -9087018.000000 Penalty: 5619.018066
	Iteration 109Q: 3 clusters Score -9087018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -9087022.000000 Penalty: 5619.018066
	Iteration 110Q: 3 clusters Score -9087022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -9087029.000000 Penalty: 5619.018066
	Iteration 111Q: 3 clusters Score -9087029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -9087021.000000 Penalty: 5619.018066
	Iteration 112Q: 3 clusters Score -9087021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -9087018.000000 Penalty: 5619.018066
	Iteration 113Q: 3 clusters Score -9087018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -9087012.000000 Penalty: 5619.018066
	Iteration 114Q: 3 clusters Score -9087012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -9087009.000000 Penalty: 5619.018066
	Iteration 115Q: 3 clusters Score -9087009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -9087004.000000 Penalty: 5619.018066
	Iteration 116Q: 3 clusters Score -9087004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -9087012.000000 Penalty: 5619.018066
	Iteration 117Q: 3 clusters Score -9087012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -9087015.000000 Penalty: 5619.018066
	Iteration 118Q: 3 clusters Score -9087015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -9087015.000000 Penalty: 5619.018066
	Iteration 119F: 3 clusters Score -9087015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 103903 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 72777 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 34414 members 
Mstep: Class 21 contains 9964 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 67764 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 185356 members 
Mstep: Class 26 contains 79843 members 
Mstep: Class 27 contains 10395 members 
Entering Unmasked Estep 
Score: -205401584.000000 Penalty: 96388.812500
Splitting cluster 18 changes total score from -205336480.000000 to -205401584.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (12858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Entering Unmasked Estep 
Score: -1493189.250000 Penalty: 2346.506836
	Iteration 0F: 2 clusters Score -1493189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1483603.875000 Penalty: 4693.013672
	Iteration 0F: 3 clusters Score -1483604 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1486660.625000 Penalty: 4693.013672
	Iteration 1F: 3 clusters Score -1486661 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1487050.750000 Penalty: 4693.013672
	Iteration 2F: 3 clusters Score -1487051 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1487335.125000 Penalty: 4693.013672
	Iteration 3F: 3 clusters Score -1487335 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1487582.125000 Penalty: 4693.013672
	Iteration 4Q: 3 clusters Score -1487582 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1487872.250000 Penalty: 4693.013672
	Iteration 5Q: 3 clusters Score -1487872 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1488238.500000 Penalty: 4693.013672
	Iteration 6Q: 3 clusters Score -1488238 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1488685.875000 Penalty: 4693.013672
	Iteration 7F: 3 clusters Score -1488686 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1489194.375000 Penalty: 4693.013672
	Iteration 8F: 3 clusters Score -1489194 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1489716.375000 Penalty: 4693.013672
	Iteration 9F: 3 clusters Score -1489716 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1490188.250000 Penalty: 4693.013672
	Iteration 10Q: 3 clusters Score -1490188 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1490644.500000 Penalty: 4693.013672
	Iteration 11Q: 3 clusters Score -1490644 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1491013.500000 Penalty: 4693.013672
	Iteration 12Q: 3 clusters Score -1491014 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1491248.125000 Penalty: 4693.013672
	Iteration 13Q: 3 clusters Score -1491248 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1491407.125000 Penalty: 4693.013672
	Iteration 14Q: 3 clusters Score -1491407 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1491505.875000 Penalty: 4693.013672
	Iteration 15Q: 3 clusters Score -1491506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1491583.875000 Penalty: 4693.013672
	Iteration 16Q: 3 clusters Score -1491584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1491639.375000 Penalty: 4693.013672
	Iteration 17Q: 3 clusters Score -1491639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1491686.000000 Penalty: 4693.013672
	Iteration 18Q: 3 clusters Score -1491686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1491716.250000 Penalty: 4693.013672
	Iteration 19Q: 3 clusters Score -1491716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1491744.625000 Penalty: 4693.013672
	Iteration 20F: 3 clusters Score -1491745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1491764.625000 Penalty: 4693.013672
	Iteration 21Q: 3 clusters Score -1491765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1491792.750000 Penalty: 4693.013672
	Iteration 22Q: 3 clusters Score -1491793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1491832.250000 Penalty: 4693.013672
	Iteration 23Q: 3 clusters Score -1491832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1491860.000000 Penalty: 4693.013672
	Iteration 24Q: 3 clusters Score -1491860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1491879.875000 Penalty: 4693.013672
	Iteration 25Q: 3 clusters Score -1491880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1491896.250000 Penalty: 4693.013672
	Iteration 26Q: 3 clusters Score -1491896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1491911.000000 Penalty: 4693.013672
	Iteration 27Q: 3 clusters Score -1491911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1491916.750000 Penalty: 4693.013672
	Iteration 28Q: 3 clusters Score -1491917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1491925.375000 Penalty: 4693.013672
	Iteration 29Q: 3 clusters Score -1491925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1491929.125000 Penalty: 4693.013672
	Iteration 30Q: 3 clusters Score -1491929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1491937.000000 Penalty: 4693.013672
	Iteration 31Q: 3 clusters Score -1491937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1491951.625000 Penalty: 4693.013672
	Iteration 32Q: 3 clusters Score -1491952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1491962.500000 Penalty: 4693.013672
	Iteration 33Q: 3 clusters Score -1491962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1491966.125000 Penalty: 4693.013672
	Iteration 34Q: 3 clusters Score -1491966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1491967.875000 Penalty: 4693.013672
	Iteration 35Q: 3 clusters Score -1491968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1491976.375000 Penalty: 4693.013672
	Iteration 36Q: 3 clusters Score -1491976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1491986.000000 Penalty: 4693.013672
	Iteration 37Q: 3 clusters Score -1491986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1491993.875000 Penalty: 4693.013672
	Iteration 38Q: 3 clusters Score -1491994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1491995.625000 Penalty: 4693.013672
	Iteration 39Q: 3 clusters Score -1491996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1492002.625000 Penalty: 4693.013672
	Iteration 40F: 3 clusters Score -1492003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1492011.625000 Penalty: 4693.013672
	Iteration 41Q: 3 clusters Score -1492012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1492021.750000 Penalty: 4693.013672
	Iteration 42Q: 3 clusters Score -1492022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1492042.125000 Penalty: 4693.013672
	Iteration 43Q: 3 clusters Score -1492042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1492046.000000 Penalty: 4693.013672
	Iteration 44Q: 3 clusters Score -1492046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1492051.000000 Penalty: 4693.013672
	Iteration 45Q: 3 clusters Score -1492051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1492055.500000 Penalty: 4693.013672
	Iteration 46Q: 3 clusters Score -1492056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1492059.375000 Penalty: 4693.013672
	Iteration 47Q: 3 clusters Score -1492059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1492057.625000 Penalty: 4693.013672
	Iteration 48Q: 3 clusters Score -1492058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1492059.625000 Penalty: 4693.013672
	Iteration 49Q: 3 clusters Score -1492060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1492059.625000 Penalty: 4693.013672
	Iteration 50F: 3 clusters Score -1492060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Entering Unmasked Estep 
Score: -3808022.750000 Penalty: 2590.662109
	Iteration 0F: 2 clusters Score -3808023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3784726.750000 Penalty: 5181.324219
	Iteration 0F: 3 clusters Score -3784727 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3795462.250000 Penalty: 5181.324219
	Iteration 1F: 3 clusters Score -3795462 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3800195.750000 Penalty: 5181.324219
	Iteration 2F: 3 clusters Score -3800196 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3805275.750000 Penalty: 5181.324219
	Iteration 3F: 3 clusters Score -3805276 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3808145.500000 Penalty: 5181.324219
	Iteration 4F: 3 clusters Score -3808146 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3809256.250000 Penalty: 5181.324219
	Iteration 5F: 3 clusters Score -3809256 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3809746.250000 Penalty: 5181.324219
	Iteration 6Q: 3 clusters Score -3809746 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3810052.000000 Penalty: 5181.324219
	Iteration 7Q: 3 clusters Score -3810052 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3810282.750000 Penalty: 5181.324219
	Iteration 8Q: 3 clusters Score -3810283 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3810631.250000 Penalty: 5181.324219
	Iteration 9Q: 3 clusters Score -3810631 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3811144.500000 Penalty: 5181.324219
	Iteration 10Q: 3 clusters Score -3811144 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3812084.500000 Penalty: 5181.324219
	Iteration 11Q: 3 clusters Score -3812084 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3813506.250000 Penalty: 5181.324219
	Iteration 12Q: 3 clusters Score -3813506 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3815213.000000 Penalty: 5181.324219
	Iteration 13Q: 3 clusters Score -3815213 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3816220.750000 Penalty: 5181.324219
	Iteration 14Q: 3 clusters Score -3816221 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3816546.250000 Penalty: 5181.324219
	Iteration 15Q: 3 clusters Score -3816546 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3816670.250000 Penalty: 5181.324219
	Iteration 16Q: 3 clusters Score -3816670 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3816707.750000 Penalty: 5181.324219
	Iteration 17Q: 3 clusters Score -3816708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3816729.500000 Penalty: 5181.324219
	Iteration 18Q: 3 clusters Score -3816730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3816736.750000 Penalty: 5181.324219
	Iteration 19Q: 3 clusters Score -3816737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3816746.000000 Penalty: 5181.324219
	Iteration 20F: 3 clusters Score -3816746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3816744.500000 Penalty: 5181.324219
	Iteration 21Q: 3 clusters Score -3816744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3816741.000000 Penalty: 5181.324219
	Iteration 22Q: 3 clusters Score -3816741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3816740.750000 Penalty: 5181.324219
	Iteration 23Q: 3 clusters Score -3816741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3816735.000000 Penalty: 5181.324219
	Iteration 24Q: 3 clusters Score -3816735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3816743.000000 Penalty: 5181.324219
	Iteration 25Q: 3 clusters Score -3816743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3816746.750000 Penalty: 5181.324219
	Iteration 26Q: 3 clusters Score -3816747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3816747.250000 Penalty: 5181.324219
	Iteration 27Q: 3 clusters Score -3816747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3816738.000000 Penalty: 5181.324219
	Iteration 28Q: 3 clusters Score -3816738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3816749.250000 Penalty: 5181.324219
	Iteration 29Q: 3 clusters Score -3816749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3816749.500000 Penalty: 5181.324219
	Iteration 30Q: 3 clusters Score -3816750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3816750.250000 Penalty: 5181.324219
	Iteration 31Q: 3 clusters Score -3816750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3816749.750000 Penalty: 5181.324219
	Iteration 32Q: 3 clusters Score -3816750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3816750.750000 Penalty: 5181.324219
	Iteration 33Q: 3 clusters Score -3816751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3816746.250000 Penalty: 5181.324219
	Iteration 34Q: 3 clusters Score -3816746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3816743.500000 Penalty: 5181.324219
	Iteration 35Q: 3 clusters Score -3816744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3816742.750000 Penalty: 5181.324219
	Iteration 36Q: 3 clusters Score -3816743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3816742.500000 Penalty: 5181.324219
	Iteration 37Q: 3 clusters Score -3816742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3816740.500000 Penalty: 5181.324219
	Iteration 38Q: 3 clusters Score -3816740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3816749.750000 Penalty: 5181.324219
	Iteration 39Q: 3 clusters Score -3816750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3816749.750000 Penalty: 5181.324219
	Iteration 40F: 3 clusters Score -3816750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 103903 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 72777 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 9964 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 67764 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 185356 members 
Mstep: Class 26 contains 79843 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 19749 members 
Entering Unmasked Estep 
Score: -205407232.000000 Penalty: 99958.773438
Splitting cluster 20 changes total score from -205336480.000000 to -205407232.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 210096 members 
Mstep: Class 3 contains 215306 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 123056 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 131022 members 
Mstep: Class 12 contains 19898 members 
Mstep: Class 13 contains 182806 members 
Mstep: Class 14 contains 103903 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 118866 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 72777 members 
Mstep: Class 19 contains 12858 members 
Mstep: Class 20 contains 14665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205430032.000000 Penalty: 99958.773438
Iteration 39Q: 29 clusters Score -2.0543e+08 nChanged 48453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 214555 members 
Mstep: Class 3 contains 214075 members 
Mstep: Class 4 contains 6802 members 
Mstep: Class 5 contains 98649 members 
Mstep: Class 6 contains 38689 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 123329 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 130227 members 
Mstep: Class 12 contains 20232 members 
Mstep: Class 13 contains 186580 members 
Mstep: Class 14 contains 103666 members 
Mstep: Class 15 contains 13868 members 
Mstep: Class 16 contains 119390 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 18 contains 70885 members 
Mstep: Class 19 contains 13633 members 
Mstep: Class 20 contains 15792 members 
Mstep: Class 21 contains 8757 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 66189 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 181382 members 
Mstep: Class 26 contains 77285 members 
Mstep: Class 27 contains 10689 members 
Mstep: Class 28 contains 19365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205454704.000000 Penalty: 99958.773438
Iteration 40F: 29 clusters Score -2.054547e+08 nChanged 40716
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 214641 members 
Mstep: Class 3 contains 215284 members 
Mstep: Class 4 contains 7186 members 
Mstep: Class 5 contains 98340 members 
Mstep: Class 6 contains 38850 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 121416 members 
Mstep: Class 10 contains 9949 members 
Mstep: Class 11 contains 128852 members 
Mstep: Class 12 contains 19573 members 
Mstep: Class 13 contains 185836 members 
Mstep: Class 14 contains 103205 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 118672 members 
Mstep: Class 17 contains 3236 members 
Mstep: Class 18 contains 68002 members 
Mstep: Class 19 contains 13867 members 
Mstep: Class 20 contains 16580 members 
Mstep: Class 21 contains 8900 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 67700 members 
Mstep: Class 24 contains 5680 members 
Mstep: Class 25 contains 179935 members 
Mstep: Class 26 contains 76988 members 
Mstep: Class 27 contains 13203 members 
Mstep: Class 28 contains 21302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205464464.000000 Penalty: 99958.773438
Iteration 41Q: 29 clusters Score -2.054645e+08 nChanged 28897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 216013 members 
Mstep: Class 3 contains 215260 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 98135 members 
Mstep: Class 6 contains 39032 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 127496 members 
Mstep: Class 12 contains 19115 members 
Mstep: Class 13 contains 184523 members 
Mstep: Class 14 contains 102931 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 118004 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 65871 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 17259 members 
Mstep: Class 21 contains 8994 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 68835 members 
Mstep: Class 24 contains 6021 members 
Mstep: Class 25 contains 178823 members 
Mstep: Class 26 contains 76622 members 
Mstep: Class 27 contains 15114 members 
Mstep: Class 28 contains 22653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205471312.000000 Penalty: 99958.773438
Iteration 42Q: 29 clusters Score -2.054713e+08 nChanged 23539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 217670 members 
Mstep: Class 3 contains 214588 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 98027 members 
Mstep: Class 6 contains 39161 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 1739 members 
Mstep: Class 9 contains 120168 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 11 contains 126260 members 
Mstep: Class 12 contains 18775 members 
Mstep: Class 13 contains 182896 members 
Mstep: Class 14 contains 102782 members 
Mstep: Class 15 contains 15395 members 
Mstep: Class 16 contains 117361 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 64132 members 
Mstep: Class 19 contains 14504 members 
Mstep: Class 20 contains 17748 members 
Mstep: Class 21 contains 9065 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 69902 members 
Mstep: Class 24 contains 6251 members 
Mstep: Class 25 contains 178005 members 
Mstep: Class 26 contains 76255 members 
Mstep: Class 27 contains 16717 members 
Mstep: Class 28 contains 23698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205476480.000000 Penalty: 99958.773438
Iteration 43Q: 29 clusters Score -2.054765e+08 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 219331 members 
Mstep: Class 3 contains 213412 members 
Mstep: Class 4 contains 8618 members 
Mstep: Class 5 contains 97914 members 
Mstep: Class 6 contains 39253 members 
Mstep: Class 7 contains 6773 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 120414 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 125103 members 
Mstep: Class 12 contains 18502 members 
Mstep: Class 13 contains 181172 members 
Mstep: Class 14 contains 102848 members 
Mstep: Class 15 contains 15841 members 
Mstep: Class 16 contains 116772 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 62571 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 18086 members 
Mstep: Class 21 contains 9131 members 
Mstep: Class 22 contains 4298 members 
Mstep: Class 23 contains 70920 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 177333 members 
Mstep: Class 26 contains 75872 members 
Mstep: Class 27 contains 18118 members 
Mstep: Class 28 contains 24561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205480272.000000 Penalty: 99958.773438
Iteration 44Q: 29 clusters Score -2.054803e+08 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 220990 members 
Mstep: Class 3 contains 211853 members 
Mstep: Class 4 contains 9151 members 
Mstep: Class 5 contains 97776 members 
Mstep: Class 6 contains 39317 members 
Mstep: Class 7 contains 6776 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 121058 members 
Mstep: Class 10 contains 10040 members 
Mstep: Class 11 contains 124025 members 
Mstep: Class 12 contains 18277 members 
Mstep: Class 13 contains 179549 members 
Mstep: Class 14 contains 103007 members 
Mstep: Class 15 contains 16270 members 
Mstep: Class 16 contains 116279 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 61213 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 18339 members 
Mstep: Class 21 contains 9180 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 71730 members 
Mstep: Class 24 contains 6486 members 
Mstep: Class 25 contains 176750 members 
Mstep: Class 26 contains 75537 members 
Mstep: Class 27 contains 19271 members 
Mstep: Class 28 contains 25235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205483248.000000 Penalty: 99958.773438
Iteration 45Q: 29 clusters Score -2.054832e+08 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 222555 members 
Mstep: Class 3 contains 210076 members 
Mstep: Class 4 contains 9686 members 
Mstep: Class 5 contains 97643 members 
Mstep: Class 6 contains 39383 members 
Mstep: Class 7 contains 6779 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 122032 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 123105 members 
Mstep: Class 12 contains 17997 members 
Mstep: Class 13 contains 177979 members 
Mstep: Class 14 contains 103205 members 
Mstep: Class 15 contains 16650 members 
Mstep: Class 16 contains 115812 members 
Mstep: Class 17 contains 4934 members 
Mstep: Class 18 contains 59964 members 
Mstep: Class 19 contains 15597 members 
Mstep: Class 20 contains 18534 members 
Mstep: Class 21 contains 9238 members 
Mstep: Class 22 contains 4343 members 
Mstep: Class 23 contains 72522 members 
Mstep: Class 24 contains 6540 members 
Mstep: Class 25 contains 176287 members 
Mstep: Class 26 contains 75188 members 
Mstep: Class 27 contains 20231 members 
Mstep: Class 28 contains 25810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205486816.000000 Penalty: 99958.773438
Iteration 46Q: 29 clusters Score -2.054868e+08 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 224000 members 
Mstep: Class 3 contains 208119 members 
Mstep: Class 4 contains 10189 members 
Mstep: Class 5 contains 97512 members 
Mstep: Class 6 contains 39427 members 
Mstep: Class 7 contains 6790 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 123235 members 
Mstep: Class 10 contains 10043 members 
Mstep: Class 11 contains 122236 members 
Mstep: Class 12 contains 17772 members 
Mstep: Class 13 contains 176486 members 
Mstep: Class 14 contains 103426 members 
Mstep: Class 15 contains 16980 members 
Mstep: Class 16 contains 115423 members 
Mstep: Class 17 contains 5237 members 
Mstep: Class 18 contains 58886 members 
Mstep: Class 19 contains 15903 members 
Mstep: Class 20 contains 18696 members 
Mstep: Class 21 contains 9281 members 
Mstep: Class 22 contains 4353 members 
Mstep: Class 23 contains 73296 members 
Mstep: Class 24 contains 6585 members 
Mstep: Class 25 contains 175909 members 
Mstep: Class 26 contains 74860 members 
Mstep: Class 27 contains 21044 members 
Mstep: Class 28 contains 26298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205488864.000000 Penalty: 99958.773438
Iteration 47Q: 29 clusters Score -2.054889e+08 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 225523 members 
Mstep: Class 3 contains 206034 members 
Mstep: Class 4 contains 10720 members 
Mstep: Class 5 contains 97340 members 
Mstep: Class 6 contains 39462 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 124763 members 
Mstep: Class 10 contains 10051 members 
Mstep: Class 11 contains 121367 members 
Mstep: Class 12 contains 17539 members 
Mstep: Class 13 contains 174965 members 
Mstep: Class 14 contains 103654 members 
Mstep: Class 15 contains 17280 members 
Mstep: Class 16 contains 115081 members 
Mstep: Class 17 contains 5491 members 
Mstep: Class 18 contains 57858 members 
Mstep: Class 19 contains 16163 members 
Mstep: Class 20 contains 18823 members 
Mstep: Class 21 contains 9318 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 74045 members 
Mstep: Class 24 contains 6596 members 
Mstep: Class 25 contains 175574 members 
Mstep: Class 26 contains 74539 members 
Mstep: Class 27 contains 21764 members 
Mstep: Class 28 contains 26693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205492416.000000 Penalty: 99958.773438
Iteration 48Q: 29 clusters Score -2.054924e+08 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 226905 members 
Mstep: Class 3 contains 203911 members 
Mstep: Class 4 contains 11238 members 
Mstep: Class 5 contains 97105 members 
Mstep: Class 6 contains 39504 members 
Mstep: Class 7 contains 6792 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 126532 members 
Mstep: Class 10 contains 10053 members 
Mstep: Class 11 contains 120470 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 173532 members 
Mstep: Class 14 contains 103964 members 
Mstep: Class 15 contains 17566 members 
Mstep: Class 16 contains 114777 members 
Mstep: Class 17 contains 5738 members 
Mstep: Class 18 contains 56901 members 
Mstep: Class 19 contains 16421 members 
Mstep: Class 20 contains 18901 members 
Mstep: Class 21 contains 9339 members 
Mstep: Class 22 contains 4368 members 
Mstep: Class 23 contains 74767 members 
Mstep: Class 24 contains 6608 members 
Mstep: Class 25 contains 175224 members 
Mstep: Class 26 contains 74220 members 
Mstep: Class 27 contains 22418 members 
Mstep: Class 28 contains 27038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205494688.000000 Penalty: 99958.773438
Iteration 49Q: 29 clusters Score -2.054947e+08 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 228234 members 
Mstep: Class 3 contains 201700 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 96849 members 
Mstep: Class 6 contains 39558 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 128490 members 
Mstep: Class 10 contains 10058 members 
Mstep: Class 11 contains 119540 members 
Mstep: Class 12 contains 17122 members 
Mstep: Class 13 contains 172204 members 
Mstep: Class 14 contains 104292 members 
Mstep: Class 15 contains 17856 members 
Mstep: Class 16 contains 114514 members 
Mstep: Class 17 contains 5959 members 
Mstep: Class 18 contains 55973 members 
Mstep: Class 19 contains 16639 members 
Mstep: Class 20 contains 19000 members 
Mstep: Class 21 contains 9350 members 
Mstep: Class 22 contains 4376 members 
Mstep: Class 23 contains 75429 members 
Mstep: Class 24 contains 6627 members 
Mstep: Class 25 contains 174912 members 
Mstep: Class 26 contains 73939 members 
Mstep: Class 27 contains 22987 members 
Mstep: Class 28 contains 27314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205496880.000000 Penalty: 99958.773438
Iteration 50Q: 29 clusters Score -2.054969e+08 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 229474 members 
Mstep: Class 3 contains 199448 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 96649 members 
Mstep: Class 6 contains 39567 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 130561 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 118637 members 
Mstep: Class 12 contains 16945 members 
Mstep: Class 13 contains 170912 members 
Mstep: Class 14 contains 104639 members 
Mstep: Class 15 contains 18184 members 
Mstep: Class 16 contains 114253 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 55107 members 
Mstep: Class 19 contains 16871 members 
Mstep: Class 20 contains 19105 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 76123 members 
Mstep: Class 24 contains 6639 members 
Mstep: Class 25 contains 174586 members 
Mstep: Class 26 contains 73682 members 
Mstep: Class 27 contains 23464 members 
Mstep: Class 28 contains 27534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205498912.000000 Penalty: 99958.773438
Iteration 51Q: 29 clusters Score -2.054989e+08 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 230517 members 
Mstep: Class 3 contains 197190 members 
Mstep: Class 4 contains 12548 members 
Mstep: Class 5 contains 96463 members 
Mstep: Class 6 contains 39583 members 
Mstep: Class 7 contains 6836 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 132718 members 
Mstep: Class 10 contains 10042 members 
Mstep: Class 11 contains 117725 members 
Mstep: Class 12 contains 16768 members 
Mstep: Class 13 contains 169717 members 
Mstep: Class 14 contains 104962 members 
Mstep: Class 15 contains 18506 members 
Mstep: Class 16 contains 114053 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 54319 members 
Mstep: Class 19 contains 17104 members 
Mstep: Class 20 contains 19173 members 
Mstep: Class 21 contains 9397 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 76822 members 
Mstep: Class 24 contains 6643 members 
Mstep: Class 25 contains 174278 members 
Mstep: Class 26 contains 73433 members 
Mstep: Class 27 contains 23899 members 
Mstep: Class 28 contains 27724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205502096.000000 Penalty: 99958.773438
Iteration 52Q: 29 clusters Score -2.055021e+08 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 231477 members 
Mstep: Class 3 contains 194968 members 
Mstep: Class 4 contains 12906 members 
Mstep: Class 5 contains 96273 members 
Mstep: Class 6 contains 39599 members 
Mstep: Class 7 contains 6849 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 134964 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 116824 members 
Mstep: Class 12 contains 16593 members 
Mstep: Class 13 contains 168630 members 
Mstep: Class 14 contains 105319 members 
Mstep: Class 15 contains 18836 members 
Mstep: Class 16 contains 113844 members 
Mstep: Class 17 contains 6510 members 
Mstep: Class 18 contains 53583 members 
Mstep: Class 19 contains 17314 members 
Mstep: Class 20 contains 19210 members 
Mstep: Class 21 contains 9413 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 77482 members 
Mstep: Class 24 contains 6629 members 
Mstep: Class 25 contains 174018 members 
Mstep: Class 26 contains 73169 members 
Mstep: Class 27 contains 24311 members 
Mstep: Class 28 contains 27887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205504992.000000 Penalty: 99958.773438
Iteration 53Q: 29 clusters Score -2.05505e+08 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 232365 members 
Mstep: Class 3 contains 192805 members 
Mstep: Class 4 contains 13243 members 
Mstep: Class 5 contains 96108 members 
Mstep: Class 6 contains 39608 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 137162 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 115901 members 
Mstep: Class 12 contains 16450 members 
Mstep: Class 13 contains 167596 members 
Mstep: Class 14 contains 105707 members 
Mstep: Class 15 contains 19194 members 
Mstep: Class 16 contains 113628 members 
Mstep: Class 17 contains 6655 members 
Mstep: Class 18 contains 52855 members 
Mstep: Class 19 contains 17476 members 
Mstep: Class 20 contains 19276 members 
Mstep: Class 21 contains 9428 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 78110 members 
Mstep: Class 24 contains 6621 members 
Mstep: Class 25 contains 173747 members 
Mstep: Class 26 contains 72934 members 
Mstep: Class 27 contains 24737 members 
Mstep: Class 28 contains 28039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205507632.000000 Penalty: 99958.773438
Iteration 54Q: 29 clusters Score -2.055076e+08 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 233173 members 
Mstep: Class 3 contains 190669 members 
Mstep: Class 4 contains 13521 members 
Mstep: Class 5 contains 96051 members 
Mstep: Class 6 contains 39614 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 139332 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 115007 members 
Mstep: Class 12 contains 16322 members 
Mstep: Class 13 contains 166608 members 
Mstep: Class 14 contains 106095 members 
Mstep: Class 15 contains 19514 members 
Mstep: Class 16 contains 113470 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 52125 members 
Mstep: Class 19 contains 17669 members 
Mstep: Class 20 contains 19312 members 
Mstep: Class 21 contains 9442 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 78699 members 
Mstep: Class 24 contains 6615 members 
Mstep: Class 25 contains 173478 members 
Mstep: Class 26 contains 72712 members 
Mstep: Class 27 contains 25162 members 
Mstep: Class 28 contains 28165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205508576.000000 Penalty: 99958.773438
Iteration 55Q: 29 clusters Score -2.055086e+08 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 233907 members 
Mstep: Class 3 contains 188551 members 
Mstep: Class 4 contains 13786 members 
Mstep: Class 5 contains 95996 members 
Mstep: Class 6 contains 39613 members 
Mstep: Class 7 contains 6850 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 141536 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 114084 members 
Mstep: Class 12 contains 16200 members 
Mstep: Class 13 contains 165683 members 
Mstep: Class 14 contains 106492 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 113336 members 
Mstep: Class 17 contains 6910 members 
Mstep: Class 18 contains 51449 members 
Mstep: Class 19 contains 17854 members 
Mstep: Class 20 contains 19337 members 
Mstep: Class 21 contains 9452 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 79294 members 
Mstep: Class 24 contains 6617 members 
Mstep: Class 25 contains 173230 members 
Mstep: Class 26 contains 72511 members 
Mstep: Class 27 contains 25504 members 
Mstep: Class 28 contains 28276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205509824.000000 Penalty: 99958.773438
Iteration 56Q: 29 clusters Score -2.055098e+08 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 234547 members 
Mstep: Class 3 contains 186505 members 
Mstep: Class 4 contains 14018 members 
Mstep: Class 5 contains 95981 members 
Mstep: Class 6 contains 39605 members 
Mstep: Class 7 contains 6850 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 143631 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 113173 members 
Mstep: Class 12 contains 16081 members 
Mstep: Class 13 contains 164778 members 
Mstep: Class 14 contains 106887 members 
Mstep: Class 15 contains 20159 members 
Mstep: Class 16 contains 113225 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 50852 members 
Mstep: Class 19 contains 17997 members 
Mstep: Class 20 contains 19353 members 
Mstep: Class 21 contains 9457 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 79937 members 
Mstep: Class 24 contains 6620 members 
Mstep: Class 25 contains 173000 members 
Mstep: Class 26 contains 72326 members 
Mstep: Class 27 contains 25826 members 
Mstep: Class 28 contains 28366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205510928.000000 Penalty: 99958.773438
Iteration 57Q: 29 clusters Score -2.055109e+08 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 235117 members 
Mstep: Class 3 contains 184324 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 96035 members 
Mstep: Class 6 contains 39589 members 
Mstep: Class 7 contains 6852 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 145825 members 
Mstep: Class 10 contains 9983 members 
Mstep: Class 11 contains 112246 members 
Mstep: Class 12 contains 15977 members 
Mstep: Class 13 contains 163913 members 
Mstep: Class 14 contains 107292 members 
Mstep: Class 15 contains 20471 members 
Mstep: Class 16 contains 113114 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 50372 members 
Mstep: Class 19 contains 18115 members 
Mstep: Class 20 contains 19375 members 
Mstep: Class 21 contains 9464 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 80605 members 
Mstep: Class 24 contains 6614 members 
Mstep: Class 25 contains 172742 members 
Mstep: Class 26 contains 72149 members 
Mstep: Class 27 contains 26133 members 
Mstep: Class 28 contains 28440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205512464.000000 Penalty: 99958.773438
Iteration 58Q: 29 clusters Score -2.055125e+08 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 235557 members 
Mstep: Class 3 contains 182056 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 96140 members 
Mstep: Class 6 contains 39589 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 148114 members 
Mstep: Class 10 contains 9986 members 
Mstep: Class 11 contains 111357 members 
Mstep: Class 12 contains 15880 members 
Mstep: Class 13 contains 163085 members 
Mstep: Class 14 contains 107667 members 
Mstep: Class 15 contains 20756 members 
Mstep: Class 16 contains 113041 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 49932 members 
Mstep: Class 19 contains 18229 members 
Mstep: Class 20 contains 19408 members 
Mstep: Class 21 contains 9469 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 81280 members 
Mstep: Class 24 contains 6610 members 
Mstep: Class 25 contains 172515 members 
Mstep: Class 26 contains 71995 members 
Mstep: Class 27 contains 26392 members 
Mstep: Class 28 contains 28488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205514288.000000 Penalty: 99958.773438
Iteration 59Q: 29 clusters Score -2.055143e+08 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 235956 members 
Mstep: Class 3 contains 179710 members 
Mstep: Class 4 contains 14571 members 
Mstep: Class 5 contains 96302 members 
Mstep: Class 6 contains 39589 members 
Mstep: Class 7 contains 6834 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 150463 members 
Mstep: Class 10 contains 9965 members 
Mstep: Class 11 contains 110509 members 
Mstep: Class 12 contains 15800 members 
Mstep: Class 13 contains 162258 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 21019 members 
Mstep: Class 16 contains 112970 members 
Mstep: Class 17 contains 7340 members 
Mstep: Class 18 contains 49485 members 
Mstep: Class 19 contains 18318 members 
Mstep: Class 20 contains 19446 members 
Mstep: Class 21 contains 9477 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 81972 members 
Mstep: Class 24 contains 6606 members 
Mstep: Class 25 contains 172339 members 
Mstep: Class 26 contains 71840 members 
Mstep: Class 27 contains 26594 members 
Mstep: Class 28 contains 28537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205515376.000000 Penalty: 99958.773438
Iteration 60F: 29 clusters Score -2.055154e+08 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 236378 members 
Mstep: Class 3 contains 177351 members 
Mstep: Class 4 contains 14717 members 
Mstep: Class 5 contains 96535 members 
Mstep: Class 6 contains 39505 members 
Mstep: Class 7 contains 6784 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 152825 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 109669 members 
Mstep: Class 12 contains 15718 members 
Mstep: Class 13 contains 161381 members 
Mstep: Class 14 contains 108471 members 
Mstep: Class 15 contains 21329 members 
Mstep: Class 16 contains 112889 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 48893 members 
Mstep: Class 19 contains 18396 members 
Mstep: Class 20 contains 19466 members 
Mstep: Class 21 contains 9486 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 82673 members 
Mstep: Class 24 contains 6655 members 
Mstep: Class 25 contains 172137 members 
Mstep: Class 26 contains 71681 members 
Mstep: Class 27 contains 26798 members 
Mstep: Class 28 contains 28552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205516928.000000 Penalty: 99958.773438
Iteration 61Q: 29 clusters Score -2.055169e+08 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 236684 members 
Mstep: Class 3 contains 175059 members 
Mstep: Class 4 contains 14847 members 
Mstep: Class 5 contains 96776 members 
Mstep: Class 6 contains 39421 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 155109 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 108925 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 160453 members 
Mstep: Class 14 contains 108822 members 
Mstep: Class 15 contains 21657 members 
Mstep: Class 16 contains 112809 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 18 contains 48282 members 
Mstep: Class 19 contains 18459 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 9489 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 83465 members 
Mstep: Class 24 contains 6709 members 
Mstep: Class 25 contains 171942 members 
Mstep: Class 26 contains 71558 members 
Mstep: Class 27 contains 27019 members 
Mstep: Class 28 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518560.000000 Penalty: 99958.773438
Iteration 62Q: 29 clusters Score -2.055186e+08 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 236943 members 
Mstep: Class 3 contains 172805 members 
Mstep: Class 4 contains 14947 members 
Mstep: Class 5 contains 97072 members 
Mstep: Class 6 contains 39337 members 
Mstep: Class 7 contains 6725 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 157331 members 
Mstep: Class 10 contains 9917 members 
Mstep: Class 11 contains 108159 members 
Mstep: Class 12 contains 15564 members 
Mstep: Class 13 contains 159478 members 
Mstep: Class 14 contains 109146 members 
Mstep: Class 15 contains 21959 members 
Mstep: Class 16 contains 112744 members 
Mstep: Class 17 contains 8348 members 
Mstep: Class 18 contains 47760 members 
Mstep: Class 19 contains 18498 members 
Mstep: Class 20 contains 19479 members 
Mstep: Class 21 contains 9501 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 84333 members 
Mstep: Class 24 contains 6773 members 
Mstep: Class 25 contains 171739 members 
Mstep: Class 26 contains 71411 members 
Mstep: Class 27 contains 27257 members 
Mstep: Class 28 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205521328.000000 Penalty: 99958.773438
Iteration 63Q: 29 clusters Score -2.055213e+08 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 237154 members 
Mstep: Class 3 contains 170696 members 
Mstep: Class 4 contains 15052 members 
Mstep: Class 5 contains 97459 members 
Mstep: Class 6 contains 39242 members 
Mstep: Class 7 contains 6718 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 159422 members 
Mstep: Class 10 contains 9910 members 
Mstep: Class 11 contains 107346 members 
Mstep: Class 12 contains 15511 members 
Mstep: Class 13 contains 158532 members 
Mstep: Class 14 contains 109442 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 112683 members 
Mstep: Class 17 contains 8653 members 
Mstep: Class 18 contains 47272 members 
Mstep: Class 19 contains 18529 members 
Mstep: Class 20 contains 19486 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 85236 members 
Mstep: Class 24 contains 6820 members 
Mstep: Class 25 contains 171511 members 
Mstep: Class 26 contains 71272 members 
Mstep: Class 27 contains 27491 members 
Mstep: Class 28 contains 28631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205523424.000000 Penalty: 99958.773438
Iteration 64Q: 29 clusters Score -2.055234e+08 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 237284 members 
Mstep: Class 3 contains 168929 members 
Mstep: Class 4 contains 15168 members 
Mstep: Class 5 contains 97797 members 
Mstep: Class 6 contains 39162 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 161185 members 
Mstep: Class 10 contains 9896 members 
Mstep: Class 11 contains 106518 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 157586 members 
Mstep: Class 14 contains 109763 members 
Mstep: Class 15 contains 22594 members 
Mstep: Class 16 contains 112638 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 46690 members 
Mstep: Class 19 contains 18563 members 
Mstep: Class 20 contains 19504 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 86216 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 171282 members 
Mstep: Class 26 contains 71153 members 
Mstep: Class 27 contains 27775 members 
Mstep: Class 28 contains 28636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525344.000000 Penalty: 99958.773438
Iteration 65Q: 29 clusters Score -2.055253e+08 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 237378 members 
Mstep: Class 3 contains 167371 members 
Mstep: Class 4 contains 15272 members 
Mstep: Class 5 contains 98188 members 
Mstep: Class 6 contains 39084 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 162671 members 
Mstep: Class 10 contains 9897 members 
Mstep: Class 11 contains 105733 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 156662 members 
Mstep: Class 14 contains 110083 members 
Mstep: Class 15 contains 22891 members 
Mstep: Class 16 contains 112620 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 46131 members 
Mstep: Class 19 contains 18567 members 
Mstep: Class 20 contains 19522 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 87208 members 
Mstep: Class 24 contains 6920 members 
Mstep: Class 25 contains 171076 members 
Mstep: Class 26 contains 71037 members 
Mstep: Class 27 contains 28033 members 
Mstep: Class 28 contains 28645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527152.000000 Penalty: 99958.773438
Iteration 66Q: 29 clusters Score -2.055272e+08 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 237459 members 
Mstep: Class 3 contains 166069 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 98591 members 
Mstep: Class 6 contains 38989 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 163886 members 
Mstep: Class 10 contains 9905 members 
Mstep: Class 11 contains 105003 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 155691 members 
Mstep: Class 14 contains 110387 members 
Mstep: Class 15 contains 23189 members 
Mstep: Class 16 contains 112601 members 
Mstep: Class 17 contains 9590 members 
Mstep: Class 18 contains 45588 members 
Mstep: Class 19 contains 18524 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 9538 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 88285 members 
Mstep: Class 24 contains 6949 members 
Mstep: Class 25 contains 170897 members 
Mstep: Class 26 contains 70934 members 
Mstep: Class 27 contains 28270 members 
Mstep: Class 28 contains 28656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205529056.000000 Penalty: 99958.773438
Iteration 67Q: 29 clusters Score -2.055291e+08 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 237384 members 
Mstep: Class 3 contains 165128 members 
Mstep: Class 4 contains 15492 members 
Mstep: Class 5 contains 98995 members 
Mstep: Class 6 contains 38934 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 164788 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 104301 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 154783 members 
Mstep: Class 14 contains 110697 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 112633 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 45013 members 
Mstep: Class 19 contains 18451 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 89425 members 
Mstep: Class 24 contains 6981 members 
Mstep: Class 25 contains 170753 members 
Mstep: Class 26 contains 70823 members 
Mstep: Class 27 contains 28533 members 
Mstep: Class 28 contains 28648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205529504.000000 Penalty: 99958.773438
Iteration 68Q: 29 clusters Score -2.055295e+08 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 237276 members 
Mstep: Class 3 contains 164528 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 99375 members 
Mstep: Class 6 contains 38859 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 165381 members 
Mstep: Class 10 contains 9908 members 
Mstep: Class 11 contains 103607 members 
Mstep: Class 12 contains 15379 members 
Mstep: Class 13 contains 153869 members 
Mstep: Class 14 contains 110958 members 
Mstep: Class 15 contains 23764 members 
Mstep: Class 16 contains 112655 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 44534 members 
Mstep: Class 19 contains 18348 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 9553 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 90604 members 
Mstep: Class 24 contains 7001 members 
Mstep: Class 25 contains 170599 members 
Mstep: Class 26 contains 70706 members 
Mstep: Class 27 contains 28810 members 
Mstep: Class 28 contains 28653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205530544.000000 Penalty: 99958.773438
Iteration 69Q: 29 clusters Score -2.055305e+08 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 237196 members 
Mstep: Class 3 contains 164167 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 99738 members 
Mstep: Class 6 contains 38797 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 165677 members 
Mstep: Class 10 contains 9907 members 
Mstep: Class 11 contains 103000 members 
Mstep: Class 12 contains 15367 members 
Mstep: Class 13 contains 152972 members 
Mstep: Class 14 contains 111157 members 
Mstep: Class 15 contains 24056 members 
Mstep: Class 16 contains 112672 members 
Mstep: Class 17 contains 10346 members 
Mstep: Class 18 contains 44119 members 
Mstep: Class 19 contains 18208 members 
Mstep: Class 20 contains 19532 members 
Mstep: Class 21 contains 9564 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 91761 members 
Mstep: Class 24 contains 7017 members 
Mstep: Class 25 contains 170424 members 
Mstep: Class 26 contains 70583 members 
Mstep: Class 27 contains 29105 members 
Mstep: Class 28 contains 28640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205531632.000000 Penalty: 99958.773438
Iteration 70Q: 29 clusters Score -2.055316e+08 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 237081 members 
Mstep: Class 3 contains 163987 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 100026 members 
Mstep: Class 6 contains 38729 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 165779 members 
Mstep: Class 10 contains 9908 members 
Mstep: Class 11 contains 102461 members 
Mstep: Class 12 contains 15357 members 
Mstep: Class 13 contains 151971 members 
Mstep: Class 14 contains 111377 members 
Mstep: Class 15 contains 24373 members 
Mstep: Class 16 contains 112704 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 43733 members 
Mstep: Class 19 contains 18077 members 
Mstep: Class 20 contains 19547 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 93007 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 170267 members 
Mstep: Class 26 contains 70450 members 
Mstep: Class 27 contains 29396 members 
Mstep: Class 28 contains 28625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532944.000000 Penalty: 99958.773438
Iteration 71Q: 29 clusters Score -2.055329e+08 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 236970 members 
Mstep: Class 3 contains 164025 members 
Mstep: Class 4 contains 15898 members 
Mstep: Class 5 contains 100284 members 
Mstep: Class 6 contains 38668 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 165625 members 
Mstep: Class 10 contains 9901 members 
Mstep: Class 11 contains 101983 members 
Mstep: Class 12 contains 15346 members 
Mstep: Class 13 contains 150973 members 
Mstep: Class 14 contains 111567 members 
Mstep: Class 15 contains 24685 members 
Mstep: Class 16 contains 112736 members 
Mstep: Class 17 contains 10749 members 
Mstep: Class 18 contains 43426 members 
Mstep: Class 19 contains 17916 members 
Mstep: Class 20 contains 19578 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 94259 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 170093 members 
Mstep: Class 26 contains 70310 members 
Mstep: Class 27 contains 29706 members 
Mstep: Class 28 contains 28622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205533136.000000 Penalty: 99958.773438
Iteration 72Q: 29 clusters Score -2.055331e+08 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 236786 members 
Mstep: Class 3 contains 164203 members 
Mstep: Class 4 contains 15987 members 
Mstep: Class 5 contains 100502 members 
Mstep: Class 6 contains 38615 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 165374 members 
Mstep: Class 10 contains 9894 members 
Mstep: Class 11 contains 101551 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 13 contains 150035 members 
Mstep: Class 14 contains 111775 members 
Mstep: Class 15 contains 24973 members 
Mstep: Class 16 contains 112762 members 
Mstep: Class 17 contains 10931 members 
Mstep: Class 18 contains 43109 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 19595 members 
Mstep: Class 21 contains 9566 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 95506 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 169953 members 
Mstep: Class 26 contains 70175 members 
Mstep: Class 27 contains 30014 members 
Mstep: Class 28 contains 28623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205534384.000000 Penalty: 99958.773438
Iteration 73Q: 29 clusters Score -2.055344e+08 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 236515 members 
Mstep: Class 3 contains 164532 members 
Mstep: Class 4 contains 16061 members 
Mstep: Class 5 contains 100716 members 
Mstep: Class 6 contains 38569 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 164954 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 101173 members 
Mstep: Class 12 contains 15368 members 
Mstep: Class 13 contains 149134 members 
Mstep: Class 14 contains 111934 members 
Mstep: Class 15 contains 25249 members 
Mstep: Class 16 contains 112801 members 
Mstep: Class 17 contains 11095 members 
Mstep: Class 18 contains 42808 members 
Mstep: Class 19 contains 17548 members 
Mstep: Class 20 contains 19616 members 
Mstep: Class 21 contains 9560 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 96782 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 169813 members 
Mstep: Class 26 contains 70068 members 
Mstep: Class 27 contains 30325 members 
Mstep: Class 28 contains 28612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205535504.000000 Penalty: 99958.773438
Iteration 74Q: 29 clusters Score -2.055355e+08 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 236211 members 
Mstep: Class 3 contains 164989 members 
Mstep: Class 4 contains 16125 members 
Mstep: Class 5 contains 100885 members 
Mstep: Class 6 contains 38526 members 
Mstep: Class 7 contains 6479 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 164441 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 100835 members 
Mstep: Class 12 contains 15363 members 
Mstep: Class 13 contains 148271 members 
Mstep: Class 14 contains 112067 members 
Mstep: Class 15 contains 25488 members 
Mstep: Class 16 contains 112853 members 
Mstep: Class 17 contains 11251 members 
Mstep: Class 18 contains 42520 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 19630 members 
Mstep: Class 21 contains 9552 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 98113 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 169660 members 
Mstep: Class 26 contains 69923 members 
Mstep: Class 27 contains 30643 members 
Mstep: Class 28 contains 28601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205536400.000000 Penalty: 99958.773438
Iteration 75Q: 29 clusters Score -2.055364e+08 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 235907 members 
Mstep: Class 3 contains 165536 members 
Mstep: Class 4 contains 16189 members 
Mstep: Class 5 contains 100997 members 
Mstep: Class 6 contains 38493 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 163847 members 
Mstep: Class 10 contains 9914 members 
Mstep: Class 11 contains 100541 members 
Mstep: Class 12 contains 15363 members 
Mstep: Class 13 contains 147459 members 
Mstep: Class 14 contains 112217 members 
Mstep: Class 15 contains 25744 members 
Mstep: Class 16 contains 112905 members 
Mstep: Class 17 contains 11371 members 
Mstep: Class 18 contains 42259 members 
Mstep: Class 19 contains 17181 members 
Mstep: Class 20 contains 19642 members 
Mstep: Class 21 contains 9549 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 99402 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 169510 members 
Mstep: Class 26 contains 69797 members 
Mstep: Class 27 contains 30915 members 
Mstep: Class 28 contains 28578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537904.000000 Penalty: 99958.773438
Iteration 76Q: 29 clusters Score -2.055379e+08 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 235615 members 
Mstep: Class 3 contains 166098 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 101103 members 
Mstep: Class 6 contains 38467 members 
Mstep: Class 7 contains 6447 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 163253 members 
Mstep: Class 10 contains 9926 members 
Mstep: Class 11 contains 100266 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 146665 members 
Mstep: Class 14 contains 112321 members 
Mstep: Class 15 contains 25974 members 
Mstep: Class 16 contains 112959 members 
Mstep: Class 17 contains 11473 members 
Mstep: Class 18 contains 42018 members 
Mstep: Class 19 contains 16993 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 21 contains 9559 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 100666 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 169359 members 
Mstep: Class 26 contains 69695 members 
Mstep: Class 27 contains 31163 members 
Mstep: Class 28 contains 28545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538432.000000 Penalty: 99958.773438
Iteration 77Q: 29 clusters Score -2.055384e+08 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 235270 members 
Mstep: Class 3 contains 166698 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 101201 members 
Mstep: Class 6 contains 38449 members 
Mstep: Class 7 contains 6421 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 162606 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 100011 members 
Mstep: Class 12 contains 15383 members 
Mstep: Class 13 contains 145876 members 
Mstep: Class 14 contains 112474 members 
Mstep: Class 15 contains 26201 members 
Mstep: Class 16 contains 113023 members 
Mstep: Class 17 contains 11568 members 
Mstep: Class 18 contains 41812 members 
Mstep: Class 19 contains 16791 members 
Mstep: Class 20 contains 19682 members 
Mstep: Class 21 contains 9558 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 101898 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 169189 members 
Mstep: Class 26 contains 69594 members 
Mstep: Class 27 contains 31441 members 
Mstep: Class 28 contains 28509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539328.000000 Penalty: 99958.773438
Iteration 78Q: 29 clusters Score -2.055393e+08 nChanged 5272
Entering ConstructFrom: 
Score: -205539328.000000 Penalty: 99958.773438
Entering ConstructFrom: 
Trying to split cluster 1 (21919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Entering Unmasked Estep 
Score: -2491371.750000 Penalty: 2478.787109
	Iteration 0F: 2 clusters Score -2491372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2476061.250000 Penalty: 4957.574219
	Iteration 0F: 3 clusters Score -2476061 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2481146.000000 Penalty: 4957.574219
	Iteration 1F: 3 clusters Score -2481146 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2481639.250000 Penalty: 4957.574219
	Iteration 2F: 3 clusters Score -2481639 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2482119.000000 Penalty: 4957.574219
	Iteration 3Q: 3 clusters Score -2482119 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2482635.750000 Penalty: 4957.574219
	Iteration 4Q: 3 clusters Score -2482636 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2483260.500000 Penalty: 4957.574219
	Iteration 5Q: 3 clusters Score -2483260 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2484012.000000 Penalty: 4957.574219
	Iteration 6F: 3 clusters Score -2484012 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2484941.000000 Penalty: 4957.574219
	Iteration 7F: 3 clusters Score -2484941 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2485933.250000 Penalty: 4957.574219
	Iteration 8F: 3 clusters Score -2485933 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2486712.000000 Penalty: 4957.574219
	Iteration 9F: 3 clusters Score -2486712 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2487307.250000 Penalty: 4957.574219
	Iteration 10Q: 3 clusters Score -2487307 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2487679.500000 Penalty: 4957.574219
	Iteration 11Q: 3 clusters Score -2487680 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2487965.750000 Penalty: 4957.574219
	Iteration 12Q: 3 clusters Score -2487966 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2488145.500000 Penalty: 4957.574219
	Iteration 13Q: 3 clusters Score -2488146 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2488265.750000 Penalty: 4957.574219
	Iteration 14Q: 3 clusters Score -2488266 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2488356.250000 Penalty: 4957.574219
	Iteration 15Q: 3 clusters Score -2488356 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2488410.000000 Penalty: 4957.574219
	Iteration 16Q: 3 clusters Score -2488410 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2488471.750000 Penalty: 4957.574219
	Iteration 17Q: 3 clusters Score -2488472 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2488506.750000 Penalty: 4957.574219
	Iteration 18Q: 3 clusters Score -2488507 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2488526.500000 Penalty: 4957.574219
	Iteration 19Q: 3 clusters Score -2488526 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2488549.000000 Penalty: 4957.574219
	Iteration 20F: 3 clusters Score -2488549 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2488582.250000 Penalty: 4957.574219
	Iteration 21Q: 3 clusters Score -2488582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2488597.500000 Penalty: 4957.574219
	Iteration 22Q: 3 clusters Score -2488598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2488608.250000 Penalty: 4957.574219
	Iteration 23Q: 3 clusters Score -2488608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2488632.000000 Penalty: 4957.574219
	Iteration 24Q: 3 clusters Score -2488632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2488651.250000 Penalty: 4957.574219
	Iteration 25Q: 3 clusters Score -2488651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2488657.000000 Penalty: 4957.574219
	Iteration 26Q: 3 clusters Score -2488657 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2488675.500000 Penalty: 4957.574219
	Iteration 27Q: 3 clusters Score -2488676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2488676.000000 Penalty: 4957.574219
	Iteration 28Q: 3 clusters Score -2488676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2488681.500000 Penalty: 4957.574219
	Iteration 29Q: 3 clusters Score -2488682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2488689.000000 Penalty: 4957.574219
	Iteration 30Q: 3 clusters Score -2488689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2488693.250000 Penalty: 4957.574219
	Iteration 31Q: 3 clusters Score -2488693 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2488713.750000 Penalty: 4957.574219
	Iteration 32Q: 3 clusters Score -2488714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2488719.000000 Penalty: 4957.574219
	Iteration 33Q: 3 clusters Score -2488719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2488732.750000 Penalty: 4957.574219
	Iteration 34Q: 3 clusters Score -2488733 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2488742.750000 Penalty: 4957.574219
	Iteration 35Q: 3 clusters Score -2488743 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2488756.250000 Penalty: 4957.574219
	Iteration 36Q: 3 clusters Score -2488756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2488778.250000 Penalty: 4957.574219
	Iteration 37Q: 3 clusters Score -2488778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2488801.750000 Penalty: 4957.574219
	Iteration 38Q: 3 clusters Score -2488802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2488827.000000 Penalty: 4957.574219
	Iteration 39Q: 3 clusters Score -2488827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2488840.500000 Penalty: 4957.574219
	Iteration 40F: 3 clusters Score -2488840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2488864.250000 Penalty: 4957.574219
	Iteration 41Q: 3 clusters Score -2488864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2488890.750000 Penalty: 4957.574219
	Iteration 42Q: 3 clusters Score -2488891 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2488921.500000 Penalty: 4957.574219
	Iteration 43Q: 3 clusters Score -2488922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2488946.500000 Penalty: 4957.574219
	Iteration 44Q: 3 clusters Score -2488946 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2488981.750000 Penalty: 4957.574219
	Iteration 45Q: 3 clusters Score -2488982 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2489022.500000 Penalty: 4957.574219
	Iteration 46Q: 3 clusters Score -2489022 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2489058.500000 Penalty: 4957.574219
	Iteration 47Q: 3 clusters Score -2489058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2489091.500000 Penalty: 4957.574219
	Iteration 48Q: 3 clusters Score -2489092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2489132.250000 Penalty: 4957.574219
	Iteration 49Q: 3 clusters Score -2489132 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2489166.250000 Penalty: 4957.574219
	Iteration 50Q: 3 clusters Score -2489166 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2489214.500000 Penalty: 4957.574219
	Iteration 51Q: 3 clusters Score -2489214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2489299.250000 Penalty: 4957.574219
	Iteration 52Q: 3 clusters Score -2489299 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2489392.000000 Penalty: 4957.574219
	Iteration 53Q: 3 clusters Score -2489392 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2489465.000000 Penalty: 4957.574219
	Iteration 54Q: 3 clusters Score -2489465 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2489563.750000 Penalty: 4957.574219
	Iteration 55Q: 3 clusters Score -2489564 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2489662.250000 Penalty: 4957.574219
	Iteration 56Q: 3 clusters Score -2489662 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2489766.750000 Penalty: 4957.574219
	Iteration 57Q: 3 clusters Score -2489767 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2489890.000000 Penalty: 4957.574219
	Iteration 58Q: 3 clusters Score -2489890 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2489989.250000 Penalty: 4957.574219
	Iteration 59Q: 3 clusters Score -2489989 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2490109.000000 Penalty: 4957.574219
	Iteration 60F: 3 clusters Score -2490109 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2490239.750000 Penalty: 4957.574219
	Iteration 61Q: 3 clusters Score -2490240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2490358.500000 Penalty: 4957.574219
	Iteration 62Q: 3 clusters Score -2490358 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2490461.000000 Penalty: 4957.574219
	Iteration 63Q: 3 clusters Score -2490461 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2490540.750000 Penalty: 4957.574219
	Iteration 64Q: 3 clusters Score -2490541 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2490587.500000 Penalty: 4957.574219
	Iteration 65Q: 3 clusters Score -2490588 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2490624.500000 Penalty: 4957.574219
	Iteration 66Q: 3 clusters Score -2490624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2490672.250000 Penalty: 4957.574219
	Iteration 67Q: 3 clusters Score -2490672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2490698.250000 Penalty: 4957.574219
	Iteration 68Q: 3 clusters Score -2490698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2490718.000000 Penalty: 4957.574219
	Iteration 69Q: 3 clusters Score -2490718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2490730.000000 Penalty: 4957.574219
	Iteration 70Q: 3 clusters Score -2490730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2490740.500000 Penalty: 4957.574219
	Iteration 71Q: 3 clusters Score -2490740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2490751.500000 Penalty: 4957.574219
	Iteration 72Q: 3 clusters Score -2490752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2490756.250000 Penalty: 4957.574219
	Iteration 73Q: 3 clusters Score -2490756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2490766.500000 Penalty: 4957.574219
	Iteration 74Q: 3 clusters Score -2490766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2490768.500000 Penalty: 4957.574219
	Iteration 75Q: 3 clusters Score -2490768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2490771.750000 Penalty: 4957.574219
	Iteration 76Q: 3 clusters Score -2490772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2490787.750000 Penalty: 4957.574219
	Iteration 77Q: 3 clusters Score -2490788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2490790.750000 Penalty: 4957.574219
	Iteration 78Q: 3 clusters Score -2490791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2490791.500000 Penalty: 4957.574219
	Iteration 79Q: 3 clusters Score -2490792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2490796.750000 Penalty: 4957.574219
	Iteration 80F: 3 clusters Score -2490797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2490796.000000 Penalty: 4957.574219
	Iteration 81Q: 3 clusters Score -2490796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2490806.750000 Penalty: 4957.574219
	Iteration 82Q: 3 clusters Score -2490807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2490804.500000 Penalty: 4957.574219
	Iteration 83Q: 3 clusters Score -2490804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2490808.000000 Penalty: 4957.574219
	Iteration 84Q: 3 clusters Score -2490808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2490810.750000 Penalty: 4957.574219
	Iteration 85Q: 3 clusters Score -2490811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2490812.750000 Penalty: 4957.574219
	Iteration 86Q: 3 clusters Score -2490813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2490813.750000 Penalty: 4957.574219
	Iteration 87Q: 3 clusters Score -2490814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2490813.750000 Penalty: 4957.574219
	Iteration 88F: 3 clusters Score -2490814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234990 members 
Entering Unmasked Estep 
Score: -27488598.000000 Penalty: 3067.089844
	Iteration 0F: 2 clusters Score -2.74886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117613 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -27330976.000000 Penalty: 6134.179688
	Iteration 0F: 3 clusters Score -2.733098e+07 nChanged 113444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 116205 members 
Entering Unmasked Estep 
Score: -27397062.000000 Penalty: 6134.179688
	Iteration 1F: 3 clusters Score -2.739706e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -27398344.000000 Penalty: 6134.179688
	Iteration 2Q: 3 clusters Score -2.739834e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -27399976.000000 Penalty: 6134.179688
	Iteration 3Q: 3 clusters Score -2.739998e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124607 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -27401646.000000 Penalty: 6134.179688
	Iteration 4Q: 3 clusters Score -2.740165e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -27403968.000000 Penalty: 6134.179688
	Iteration 5Q: 3 clusters Score -2.740397e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135804 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -27407476.000000 Penalty: 6134.179688
	Iteration 6Q: 3 clusters Score -2.740748e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -27413006.000000 Penalty: 6134.179688
	Iteration 7Q: 3 clusters Score -2.741301e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -27421880.000000 Penalty: 6134.179688
	Iteration 8F: 3 clusters Score -2.742188e+07 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174483 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -27434824.000000 Penalty: 6134.179688
	Iteration 9F: 3 clusters Score -2.743482e+07 nChanged 16990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191061 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -27449668.000000 Penalty: 6134.179688
	Iteration 10F: 3 clusters Score -2.744967e+07 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205478 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -27462982.000000 Penalty: 6134.179688
	Iteration 11F: 3 clusters Score -2.746298e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215980 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -27472510.000000 Penalty: 6134.179688
	Iteration 12Q: 3 clusters Score -2.747251e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223012 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -27478478.000000 Penalty: 6134.179688
	Iteration 13Q: 3 clusters Score -2.747848e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -27482396.000000 Penalty: 6134.179688
	Iteration 14Q: 3 clusters Score -2.74824e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230293 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -27484760.000000 Penalty: 6134.179688
	Iteration 15Q: 3 clusters Score -2.748476e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231876 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -27486120.000000 Penalty: 6134.179688
	Iteration 16Q: 3 clusters Score -2.748612e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232652 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -27486722.000000 Penalty: 6134.179688
	Iteration 17Q: 3 clusters Score -2.748672e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233013 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -27487052.000000 Penalty: 6134.179688
	Iteration 18Q: 3 clusters Score -2.748705e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233205 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -27487192.000000 Penalty: 6134.179688
	Iteration 19Q: 3 clusters Score -2.748719e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233324 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -27487326.000000 Penalty: 6134.179688
	Iteration 20F: 3 clusters Score -2.748733e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233393 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -27487382.000000 Penalty: 6134.179688
	Iteration 21Q: 3 clusters Score -2.748738e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233439 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -27487376.000000 Penalty: 6134.179688
	Iteration 22Q: 3 clusters Score -2.748738e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233471 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -27487406.000000 Penalty: 6134.179688
	Iteration 23Q: 3 clusters Score -2.748741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233495 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -27487422.000000 Penalty: 6134.179688
	Iteration 24Q: 3 clusters Score -2.748742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233523 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -27487442.000000 Penalty: 6134.179688
	Iteration 25Q: 3 clusters Score -2.748744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233542 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -27487460.000000 Penalty: 6134.179688
	Iteration 26Q: 3 clusters Score -2.748746e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233555 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -27487472.000000 Penalty: 6134.179688
	Iteration 27Q: 3 clusters Score -2.748747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233564 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -27487490.000000 Penalty: 6134.179688
	Iteration 28Q: 3 clusters Score -2.748749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233574 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -27487494.000000 Penalty: 6134.179688
	Iteration 29Q: 3 clusters Score -2.748749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233593 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -27487514.000000 Penalty: 6134.179688
	Iteration 30Q: 3 clusters Score -2.748751e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233609 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -27487512.000000 Penalty: 6134.179688
	Iteration 31Q: 3 clusters Score -2.748751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233618 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -27487534.000000 Penalty: 6134.179688
	Iteration 32Q: 3 clusters Score -2.748753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233629 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -27487546.000000 Penalty: 6134.179688
	Iteration 33Q: 3 clusters Score -2.748755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -27487542.000000 Penalty: 6134.179688
	Iteration 34Q: 3 clusters Score -2.748754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -27487562.000000 Penalty: 6134.179688
	Iteration 35Q: 3 clusters Score -2.748756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233655 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -27487584.000000 Penalty: 6134.179688
	Iteration 36Q: 3 clusters Score -2.748758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233660 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -27487594.000000 Penalty: 6134.179688
	Iteration 37Q: 3 clusters Score -2.748759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233666 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -27487598.000000 Penalty: 6134.179688
	Iteration 38Q: 3 clusters Score -2.74876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233672 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -27487622.000000 Penalty: 6134.179688
	Iteration 39Q: 3 clusters Score -2.748762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233675 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -27487600.000000 Penalty: 6134.179688
	Iteration 40F: 3 clusters Score -2.74876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233688 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -27487588.000000 Penalty: 6134.179688
	Iteration 41Q: 3 clusters Score -2.748759e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233704 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -27487596.000000 Penalty: 6134.179688
	Iteration 42Q: 3 clusters Score -2.74876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233714 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -27487628.000000 Penalty: 6134.179688
	Iteration 43Q: 3 clusters Score -2.748763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233726 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -27487622.000000 Penalty: 6134.179688
	Iteration 44Q: 3 clusters Score -2.748762e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233742 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -27487632.000000 Penalty: 6134.179688
	Iteration 45Q: 3 clusters Score -2.748763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233748 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -27487620.000000 Penalty: 6134.179688
	Iteration 46Q: 3 clusters Score -2.748762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233752 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -27487608.000000 Penalty: 6134.179688
	Iteration 47Q: 3 clusters Score -2.748761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233757 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -27487630.000000 Penalty: 6134.179688
	Iteration 48Q: 3 clusters Score -2.748763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -27487642.000000 Penalty: 6134.179688
	Iteration 49Q: 3 clusters Score -2.748764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -27487652.000000 Penalty: 6134.179688
	Iteration 50Q: 3 clusters Score -2.748765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233763 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -27487642.000000 Penalty: 6134.179688
	Iteration 51Q: 3 clusters Score -2.748764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233767 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -27487644.000000 Penalty: 6134.179688
	Iteration 52Q: 3 clusters Score -2.748764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -27487652.000000 Penalty: 6134.179688
	Iteration 53Q: 3 clusters Score -2.748765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -27487640.000000 Penalty: 6134.179688
	Iteration 54Q: 3 clusters Score -2.748764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233764 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -27487638.000000 Penalty: 6134.179688
	Iteration 55Q: 3 clusters Score -2.748764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233764 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -27487638.000000 Penalty: 6134.179688
	Iteration 56F: 3 clusters Score -2.748764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Entering Unmasked Estep 
Score: -20046442.000000 Penalty: 2982.836914
	Iteration 0F: 2 clusters Score -2.004644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -19936590.000000 Penalty: 5965.673828
	Iteration 0F: 3 clusters Score -1.993659e+07 nChanged 80378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -19983704.000000 Penalty: 5965.673828
	Iteration 1F: 3 clusters Score -1.99837e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -19985056.000000 Penalty: 5965.673828
	Iteration 2Q: 3 clusters Score -1.998506e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -19987064.000000 Penalty: 5965.673828
	Iteration 3Q: 3 clusters Score -1.998706e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -19989340.000000 Penalty: 5965.673828
	Iteration 4Q: 3 clusters Score -1.998934e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -19993098.000000 Penalty: 5965.673828
	Iteration 5Q: 3 clusters Score -1.99931e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -19997256.000000 Penalty: 5965.673828
	Iteration 6F: 3 clusters Score -1.999726e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -20002498.000000 Penalty: 5965.673828
	Iteration 7F: 3 clusters Score -2.00025e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -20008466.000000 Penalty: 5965.673828
	Iteration 8F: 3 clusters Score -2.000847e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 119878 members 
Entering Unmasked Estep 
Score: -20014612.000000 Penalty: 5965.673828
	Iteration 9F: 3 clusters Score -2.001461e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -20020780.000000 Penalty: 5965.673828
	Iteration 10F: 3 clusters Score -2.002078e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 134447 members 
Entering Unmasked Estep 
Score: -20026498.000000 Penalty: 5965.673828
	Iteration 11Q: 3 clusters Score -2.00265e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 140177 members 
Entering Unmasked Estep 
Score: -20031106.000000 Penalty: 5965.673828
	Iteration 12Q: 3 clusters Score -2.003111e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 144835 members 
Entering Unmasked Estep 
Score: -20034430.000000 Penalty: 5965.673828
	Iteration 13Q: 3 clusters Score -2.003443e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 148631 members 
Entering Unmasked Estep 
Score: -20036870.000000 Penalty: 5965.673828
	Iteration 14Q: 3 clusters Score -2.003687e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -20038594.000000 Penalty: 5965.673828
	Iteration 15Q: 3 clusters Score -2.003859e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 154352 members 
Entering Unmasked Estep 
Score: -20039808.000000 Penalty: 5965.673828
	Iteration 16Q: 3 clusters Score -2.003981e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -20040848.000000 Penalty: 5965.673828
	Iteration 17Q: 3 clusters Score -2.004085e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -20041672.000000 Penalty: 5965.673828
	Iteration 18Q: 3 clusters Score -2.004167e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 159914 members 
Entering Unmasked Estep 
Score: -20042302.000000 Penalty: 5965.673828
	Iteration 19Q: 3 clusters Score -2.00423e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 161208 members 
Entering Unmasked Estep 
Score: -20042794.000000 Penalty: 5965.673828
	Iteration 20F: 3 clusters Score -2.004279e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -20043186.000000 Penalty: 5965.673828
	Iteration 21Q: 3 clusters Score -2.004319e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 162962 members 
Entering Unmasked Estep 
Score: -20043462.000000 Penalty: 5965.673828
	Iteration 22Q: 3 clusters Score -2.004346e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -20043680.000000 Penalty: 5965.673828
	Iteration 23Q: 3 clusters Score -2.004368e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -20043868.000000 Penalty: 5965.673828
	Iteration 24Q: 3 clusters Score -2.004387e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -20044022.000000 Penalty: 5965.673828
	Iteration 25Q: 3 clusters Score -2.004402e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 164631 members 
Entering Unmasked Estep 
Score: -20044088.000000 Penalty: 5965.673828
	Iteration 26Q: 3 clusters Score -2.004409e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 164847 members 
Entering Unmasked Estep 
Score: -20044140.000000 Penalty: 5965.673828
	Iteration 27Q: 3 clusters Score -2.004414e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -20044282.000000 Penalty: 5965.673828
	Iteration 28Q: 3 clusters Score -2.004428e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -20044338.000000 Penalty: 5965.673828
	Iteration 29Q: 3 clusters Score -2.004434e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 165313 members 
Entering Unmasked Estep 
Score: -20044396.000000 Penalty: 5965.673828
	Iteration 30Q: 3 clusters Score -2.00444e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 165397 members 
Entering Unmasked Estep 
Score: -20044420.000000 Penalty: 5965.673828
	Iteration 31Q: 3 clusters Score -2.004442e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -20044442.000000 Penalty: 5965.673828
	Iteration 32Q: 3 clusters Score -2.004444e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 165523 members 
Entering Unmasked Estep 
Score: -20044478.000000 Penalty: 5965.673828
	Iteration 33Q: 3 clusters Score -2.004448e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -20044468.000000 Penalty: 5965.673828
	Iteration 34Q: 3 clusters Score -2.004447e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 165615 members 
Entering Unmasked Estep 
Score: -20044484.000000 Penalty: 5965.673828
	Iteration 35Q: 3 clusters Score -2.004448e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -20044524.000000 Penalty: 5965.673828
	Iteration 36Q: 3 clusters Score -2.004452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 165666 members 
Entering Unmasked Estep 
Score: -20044538.000000 Penalty: 5965.673828
	Iteration 37Q: 3 clusters Score -2.004454e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -20044556.000000 Penalty: 5965.673828
	Iteration 38Q: 3 clusters Score -2.004456e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -20044576.000000 Penalty: 5965.673828
	Iteration 39Q: 3 clusters Score -2.004458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -20044592.000000 Penalty: 5965.673828
	Iteration 40F: 3 clusters Score -2.004459e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -20044612.000000 Penalty: 5965.673828
	Iteration 41Q: 3 clusters Score -2.004461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -20044598.000000 Penalty: 5965.673828
	Iteration 42Q: 3 clusters Score -2.00446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -20044590.000000 Penalty: 5965.673828
	Iteration 43Q: 3 clusters Score -2.004459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -20044582.000000 Penalty: 5965.673828
	Iteration 44Q: 3 clusters Score -2.004458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -20044596.000000 Penalty: 5965.673828
	Iteration 45Q: 3 clusters Score -2.00446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 165755 members 
Entering Unmasked Estep 
Score: -20044590.000000 Penalty: 5965.673828
	Iteration 46Q: 3 clusters Score -2.004459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 165756 members 
Entering Unmasked Estep 
Score: -20044588.000000 Penalty: 5965.673828
	Iteration 47Q: 3 clusters Score -2.004459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 165756 members 
Entering Unmasked Estep 
Score: -20044588.000000 Penalty: 5965.673828
	Iteration 48F: 3 clusters Score -2.004459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Entering Unmasked Estep 
Score: -1830716.500000 Penalty: 2406.425293
	Iteration 0F: 2 clusters Score -1830716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1818940.250000 Penalty: 4812.850586
	Iteration 0F: 3 clusters Score -1818940 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1822923.375000 Penalty: 4812.850586
	Iteration 1F: 3 clusters Score -1822923 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1823625.375000 Penalty: 4812.850586
	Iteration 2F: 3 clusters Score -1823625 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1824446.000000 Penalty: 4812.850586
	Iteration 3F: 3 clusters Score -1824446 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1825393.375000 Penalty: 4812.850586
	Iteration 4F: 3 clusters Score -1825393 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1826416.500000 Penalty: 4812.850586
	Iteration 5F: 3 clusters Score -1826416 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1827328.375000 Penalty: 4812.850586
	Iteration 6F: 3 clusters Score -1827328 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1828091.500000 Penalty: 4812.850586
	Iteration 7F: 3 clusters Score -1828092 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1828619.125000 Penalty: 4812.850586
	Iteration 8Q: 3 clusters Score -1828619 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1829013.500000 Penalty: 4812.850586
	Iteration 9Q: 3 clusters Score -1829014 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1829285.625000 Penalty: 4812.850586
	Iteration 10Q: 3 clusters Score -1829286 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1829495.375000 Penalty: 4812.850586
	Iteration 11Q: 3 clusters Score -1829495 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1829652.875000 Penalty: 4812.850586
	Iteration 12Q: 3 clusters Score -1829653 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1829750.000000 Penalty: 4812.850586
	Iteration 13Q: 3 clusters Score -1829750 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1829816.375000 Penalty: 4812.850586
	Iteration 14Q: 3 clusters Score -1829816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1829863.125000 Penalty: 4812.850586
	Iteration 15Q: 3 clusters Score -1829863 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1829897.750000 Penalty: 4812.850586
	Iteration 16Q: 3 clusters Score -1829898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1829927.500000 Penalty: 4812.850586
	Iteration 17Q: 3 clusters Score -1829928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1829949.125000 Penalty: 4812.850586
	Iteration 18Q: 3 clusters Score -1829949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1829969.250000 Penalty: 4812.850586
	Iteration 19Q: 3 clusters Score -1829969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1829995.000000 Penalty: 4812.850586
	Iteration 20F: 3 clusters Score -1829995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1830008.000000 Penalty: 4812.850586
	Iteration 21Q: 3 clusters Score -1830008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1830026.875000 Penalty: 4812.850586
	Iteration 22Q: 3 clusters Score -1830027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1830047.250000 Penalty: 4812.850586
	Iteration 23Q: 3 clusters Score -1830047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1830054.250000 Penalty: 4812.850586
	Iteration 24Q: 3 clusters Score -1830054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1830073.375000 Penalty: 4812.850586
	Iteration 25Q: 3 clusters Score -1830073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1830096.500000 Penalty: 4812.850586
	Iteration 26Q: 3 clusters Score -1830096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1830112.750000 Penalty: 4812.850586
	Iteration 27Q: 3 clusters Score -1830113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1830128.250000 Penalty: 4812.850586
	Iteration 28Q: 3 clusters Score -1830128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1830142.875000 Penalty: 4812.850586
	Iteration 29Q: 3 clusters Score -1830143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1830150.625000 Penalty: 4812.850586
	Iteration 30Q: 3 clusters Score -1830151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1830159.875000 Penalty: 4812.850586
	Iteration 31Q: 3 clusters Score -1830160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1830162.250000 Penalty: 4812.850586
	Iteration 32Q: 3 clusters Score -1830162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1830170.750000 Penalty: 4812.850586
	Iteration 33Q: 3 clusters Score -1830171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1830169.625000 Penalty: 4812.850586
	Iteration 34Q: 3 clusters Score -1830170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1830174.375000 Penalty: 4812.850586
	Iteration 35Q: 3 clusters Score -1830174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1830174.000000 Penalty: 4812.850586
	Iteration 36Q: 3 clusters Score -1830174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1830174.625000 Penalty: 4812.850586
	Iteration 37Q: 3 clusters Score -1830175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1830175.250000 Penalty: 4812.850586
	Iteration 38Q: 3 clusters Score -1830175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1830175.250000 Penalty: 4812.850586
	Iteration 39Q: 3 clusters Score -1830175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1830175.250000 Penalty: 4812.850586
	Iteration 40F: 3 clusters Score -1830175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Entering Unmasked Estep 
Score: -11819941.000000 Penalty: 2858.398926
	Iteration 0F: 2 clusters Score -1.181994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -11751863.000000 Penalty: 5716.797852
	Iteration 0F: 3 clusters Score -1.175186e+07 nChanged 48164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -11780449.000000 Penalty: 5716.797852
	Iteration 1F: 3 clusters Score -1.178045e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -11781946.000000 Penalty: 5716.797852
	Iteration 2Q: 3 clusters Score -1.178195e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -11783784.000000 Penalty: 5716.797852
	Iteration 3Q: 3 clusters Score -1.178378e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -11786106.000000 Penalty: 5716.797852
	Iteration 4F: 3 clusters Score -1.178611e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -11788969.000000 Penalty: 5716.797852
	Iteration 5F: 3 clusters Score -1.178897e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -11791868.000000 Penalty: 5716.797852
	Iteration 6F: 3 clusters Score -1.179187e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -11794385.000000 Penalty: 5716.797852
	Iteration 7F: 3 clusters Score -1.179438e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -11796249.000000 Penalty: 5716.797852
	Iteration 8Q: 3 clusters Score -1.179625e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -11797431.000000 Penalty: 5716.797852
	Iteration 9Q: 3 clusters Score -1.179743e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -11798183.000000 Penalty: 5716.797852
	Iteration 10Q: 3 clusters Score -1.179818e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -11798812.000000 Penalty: 5716.797852
	Iteration 11Q: 3 clusters Score -1.179881e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -11799402.000000 Penalty: 5716.797852
	Iteration 12Q: 3 clusters Score -1.17994e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -11799959.000000 Penalty: 5716.797852
	Iteration 13Q: 3 clusters Score -1.179996e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -11800768.000000 Penalty: 5716.797852
	Iteration 14Q: 3 clusters Score -1.180077e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -11801571.000000 Penalty: 5716.797852
	Iteration 15Q: 3 clusters Score -1.180157e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -11802739.000000 Penalty: 5716.797852
	Iteration 16Q: 3 clusters Score -1.180274e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -11804331.000000 Penalty: 5716.797852
	Iteration 17Q: 3 clusters Score -1.180433e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11806121.000000 Penalty: 5716.797852
	Iteration 18Q: 3 clusters Score -1.180612e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -11808254.000000 Penalty: 5716.797852
	Iteration 19Q: 3 clusters Score -1.180825e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -11810535.000000 Penalty: 5716.797852
	Iteration 20F: 3 clusters Score -1.181054e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -11812774.000000 Penalty: 5716.797852
	Iteration 21Q: 3 clusters Score -1.181277e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -11814660.000000 Penalty: 5716.797852
	Iteration 22Q: 3 clusters Score -1.181466e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 97255 members 
Entering Unmasked Estep 
Score: -11815989.000000 Penalty: 5716.797852
	Iteration 23Q: 3 clusters Score -1.181599e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -11816743.000000 Penalty: 5716.797852
	Iteration 24Q: 3 clusters Score -1.181674e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -11817204.000000 Penalty: 5716.797852
	Iteration 25Q: 3 clusters Score -1.18172e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -11817508.000000 Penalty: 5716.797852
	Iteration 26Q: 3 clusters Score -1.181751e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -11817668.000000 Penalty: 5716.797852
	Iteration 27Q: 3 clusters Score -1.181767e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -11817753.000000 Penalty: 5716.797852
	Iteration 28Q: 3 clusters Score -1.181775e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -11817830.000000 Penalty: 5716.797852
	Iteration 29Q: 3 clusters Score -1.181783e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -11817877.000000 Penalty: 5716.797852
	Iteration 30Q: 3 clusters Score -1.181788e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 100334 members 
Entering Unmasked Estep 
Score: -11817909.000000 Penalty: 5716.797852
	Iteration 31Q: 3 clusters Score -1.181791e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -11817958.000000 Penalty: 5716.797852
	Iteration 32Q: 3 clusters Score -1.181796e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -11817990.000000 Penalty: 5716.797852
	Iteration 33Q: 3 clusters Score -1.181799e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -11818026.000000 Penalty: 5716.797852
	Iteration 34Q: 3 clusters Score -1.181803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -11818072.000000 Penalty: 5716.797852
	Iteration 35Q: 3 clusters Score -1.181807e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -11818152.000000 Penalty: 5716.797852
	Iteration 36Q: 3 clusters Score -1.181815e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -11818202.000000 Penalty: 5716.797852
	Iteration 37Q: 3 clusters Score -1.18182e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -11818261.000000 Penalty: 5716.797852
	Iteration 38Q: 3 clusters Score -1.181826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -11818379.000000 Penalty: 5716.797852
	Iteration 39Q: 3 clusters Score -1.181838e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -11818471.000000 Penalty: 5716.797852
	Iteration 40F: 3 clusters Score -1.181847e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -11818534.000000 Penalty: 5716.797852
	Iteration 41Q: 3 clusters Score -1.181853e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -11818586.000000 Penalty: 5716.797852
	Iteration 42Q: 3 clusters Score -1.181859e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -11818614.000000 Penalty: 5716.797852
	Iteration 43Q: 3 clusters Score -1.181861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 100204 members 
Entering Unmasked Estep 
Score: -11818623.000000 Penalty: 5716.797852
	Iteration 44Q: 3 clusters Score -1.181862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -11818657.000000 Penalty: 5716.797852
	Iteration 45Q: 3 clusters Score -1.181866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -11818648.000000 Penalty: 5716.797852
	Iteration 46Q: 3 clusters Score -1.181865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -11818657.000000 Penalty: 5716.797852
	Iteration 47Q: 3 clusters Score -1.181866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -11818660.000000 Penalty: 5716.797852
	Iteration 48Q: 3 clusters Score -1.181866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -11818665.000000 Penalty: 5716.797852
	Iteration 49Q: 3 clusters Score -1.181866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -11818659.000000 Penalty: 5716.797852
	Iteration 50Q: 3 clusters Score -1.181866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -11818656.000000 Penalty: 5716.797852
	Iteration 51Q: 3 clusters Score -1.181866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -11818675.000000 Penalty: 5716.797852
	Iteration 52Q: 3 clusters Score -1.181868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -11818666.000000 Penalty: 5716.797852
	Iteration 53Q: 3 clusters Score -1.181867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -11818664.000000 Penalty: 5716.797852
	Iteration 54Q: 3 clusters Score -1.181866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -11818670.000000 Penalty: 5716.797852
	Iteration 55Q: 3 clusters Score -1.181867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -11818662.000000 Penalty: 5716.797852
	Iteration 56Q: 3 clusters Score -1.181866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 100077 members 
Entering Unmasked Estep 
Score: -11818666.000000 Penalty: 5716.797852
	Iteration 57Q: 3 clusters Score -1.181867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -11818680.000000 Penalty: 5716.797852
	Iteration 58Q: 3 clusters Score -1.181868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -11818681.000000 Penalty: 5716.797852
	Iteration 59Q: 3 clusters Score -1.181868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -11818679.000000 Penalty: 5716.797852
	Iteration 60F: 3 clusters Score -1.181868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 100066 members 
Entering Unmasked Estep 
Score: -11818679.000000 Penalty: 5716.797852
	Iteration 61Q: 3 clusters Score -1.181868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -11818679.000000 Penalty: 5716.797852
	Iteration 62Q: 3 clusters Score -1.181868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -11818679.000000 Penalty: 5716.797852
	Iteration 63F: 3 clusters Score -1.181868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Entering Unmasked Estep 
Score: -4628356.500000 Penalty: 2617.944824
	Iteration 0F: 2 clusters Score -4628356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4602217.000000 Penalty: 5235.889648
	Iteration 0F: 3 clusters Score -4602217 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4611976.000000 Penalty: 5235.889648
	Iteration 1F: 3 clusters Score -4611976 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -4612442.000000 Penalty: 5235.889648
	Iteration 2Q: 3 clusters Score -4612442 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4612905.000000 Penalty: 5235.889648
	Iteration 3Q: 3 clusters Score -4612905 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4613333.000000 Penalty: 5235.889648
	Iteration 4Q: 3 clusters Score -4613333 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4613888.500000 Penalty: 5235.889648
	Iteration 5Q: 3 clusters Score -4613888 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4614510.000000 Penalty: 5235.889648
	Iteration 6Q: 3 clusters Score -4614510 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4615327.500000 Penalty: 5235.889648
	Iteration 7Q: 3 clusters Score -4615328 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -4616337.500000 Penalty: 5235.889648
	Iteration 8Q: 3 clusters Score -4616338 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4617774.000000 Penalty: 5235.889648
	Iteration 9F: 3 clusters Score -4617774 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -4619407.000000 Penalty: 5235.889648
	Iteration 10F: 3 clusters Score -4619407 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4621089.500000 Penalty: 5235.889648
	Iteration 11F: 3 clusters Score -4621090 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4622442.500000 Penalty: 5235.889648
	Iteration 12Q: 3 clusters Score -4622442 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4623508.500000 Penalty: 5235.889648
	Iteration 13Q: 3 clusters Score -4623508 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4624353.500000 Penalty: 5235.889648
	Iteration 14Q: 3 clusters Score -4624354 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4624918.500000 Penalty: 5235.889648
	Iteration 15Q: 3 clusters Score -4624918 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4625358.000000 Penalty: 5235.889648
	Iteration 16Q: 3 clusters Score -4625358 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4625607.000000 Penalty: 5235.889648
	Iteration 17Q: 3 clusters Score -4625607 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4625780.000000 Penalty: 5235.889648
	Iteration 18Q: 3 clusters Score -4625780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4625885.500000 Penalty: 5235.889648
	Iteration 19Q: 3 clusters Score -4625886 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4625961.000000 Penalty: 5235.889648
	Iteration 20F: 3 clusters Score -4625961 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4626019.000000 Penalty: 5235.889648
	Iteration 21Q: 3 clusters Score -4626019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4626058.000000 Penalty: 5235.889648
	Iteration 22Q: 3 clusters Score -4626058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4626094.000000 Penalty: 5235.889648
	Iteration 23Q: 3 clusters Score -4626094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4626120.500000 Penalty: 5235.889648
	Iteration 24Q: 3 clusters Score -4626120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4626139.000000 Penalty: 5235.889648
	Iteration 25Q: 3 clusters Score -4626139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4626156.500000 Penalty: 5235.889648
	Iteration 26Q: 3 clusters Score -4626156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4626164.000000 Penalty: 5235.889648
	Iteration 27Q: 3 clusters Score -4626164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4626178.500000 Penalty: 5235.889648
	Iteration 28Q: 3 clusters Score -4626178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4626177.000000 Penalty: 5235.889648
	Iteration 29Q: 3 clusters Score -4626177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4626175.000000 Penalty: 5235.889648
	Iteration 30Q: 3 clusters Score -4626175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4626175.000000 Penalty: 5235.889648
	Iteration 31F: 3 clusters Score -4626175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -746204.437500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -746204.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -740809.750000 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -740809.8 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -742142.875000 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -742142.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -742353.062500 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -742353.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -742515.562500 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -742515.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -742672.375000 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -742672.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -742840.812500 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -742840.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -743011.437500 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -743011.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -743165.687500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -743165.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -743368.250000 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -743368.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -743591.687500 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -743591.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -743790.937500 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -743790.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -743976.250000 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -743976.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -744117.687500 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -744117.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -744257.375000 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -744257.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -744392.312500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -744392.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -744500.062500 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -744500.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -744608.812500 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -744608.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -744696.875000 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -744696.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -744762.812500 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -744762.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -744799.250000 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -744799.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -744816.812500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -744816.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -744827.500000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -744827.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -744832.062500 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -744832.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -744838.000000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -744838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -744836.937500 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -744836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -744840.812500 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -744840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -744841.125000 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -744841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -744844.687500 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -744844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -744846.500000 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -744846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -744848.812500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -744848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -744849.000000 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -744849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -744850.187500 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -744850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -744849.437500 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -744849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -744849.437500 Penalty: 4347.977051
	Iteration 33F: 3 clusters Score -744849.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -175911.312500 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -175911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -173639.187500 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -173639.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -175357.359375 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -175357.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -177441.546875 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -177441.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -178461.953125 Penalty: 3696.679199
	Iteration 3F: 3 clusters Score -178462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -179502.234375 Penalty: 3696.679199
	Iteration 4F: 3 clusters Score -179502.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -179683.031250 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -179683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -179774.375000 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -179774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -179852.156250 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -179852.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -179936.562500 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -179936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -180033.890625 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -180033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -180084.453125 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -180084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -180147.609375 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -180147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -180265.000000 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -180265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -180272.328125 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -180272.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -180272.328125 Penalty: 3696.679199
	Iteration 14F: 3 clusters Score -180272.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 234990 members 
Mstep: Class 3 contains 167304 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 101296 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 161971 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 99745 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 145041 members 
Mstep: Class 14 contains 112602 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 113087 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 41590 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 19693 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 103129 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 169038 members 
Mstep: Class 26 contains 69535 members 
Mstep: Class 27 contains 31713 members 
Mstep: Class 28 contains 28464 members 
Mstep: Class 29 contains 1337 members 
Entering Unmasked Estep 
Score: -205542480.000000 Penalty: 103528.726562
Splitting cluster 8 changes total score from -205539328.000000 to -205542480.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (161971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161971 members 
Entering Unmasked Estep 
Score: -19293950.000000 Penalty: 2974.802734
	Iteration 0F: 2 clusters Score -1.929395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -19186794.000000 Penalty: 5949.605469
	Iteration 0F: 3 clusters Score -1.918679e+07 nChanged 77522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -19232538.000000 Penalty: 5949.605469
	Iteration 1F: 3 clusters Score -1.923254e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -19234746.000000 Penalty: 5949.605469
	Iteration 2Q: 3 clusters Score -1.923475e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -19238284.000000 Penalty: 5949.605469
	Iteration 3Q: 3 clusters Score -1.923828e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -19245078.000000 Penalty: 5949.605469
	Iteration 4F: 3 clusters Score -1.924508e+07 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 124094 members 
Entering Unmasked Estep 
Score: -19255814.000000 Penalty: 5949.605469
	Iteration 5F: 3 clusters Score -1.925581e+07 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -19270206.000000 Penalty: 5949.605469
	Iteration 6F: 3 clusters Score -1.927021e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 151463 members 
Entering Unmasked Estep 
Score: -19282326.000000 Penalty: 5949.605469
	Iteration 7F: 3 clusters Score -1.928233e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 158195 members 
Entering Unmasked Estep 
Score: -19288366.000000 Penalty: 5949.605469
	Iteration 8Q: 3 clusters Score -1.928837e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -19290412.000000 Penalty: 5949.605469
	Iteration 9Q: 3 clusters Score -1.929041e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -19291004.000000 Penalty: 5949.605469
	Iteration 10Q: 3 clusters Score -1.9291e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -19291184.000000 Penalty: 5949.605469
	Iteration 11Q: 3 clusters Score -1.929118e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 161667 members 
Entering Unmasked Estep 
Score: -19291278.000000 Penalty: 5949.605469
	Iteration 12Q: 3 clusters Score -1.929128e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 161688 members 
Entering Unmasked Estep 
Score: -19291300.000000 Penalty: 5949.605469
	Iteration 13Q: 3 clusters Score -1.92913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -19291344.000000 Penalty: 5949.605469
	Iteration 14Q: 3 clusters Score -1.929134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
Score: -19291342.000000 Penalty: 5949.605469
	Iteration 15Q: 3 clusters Score -1.929134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161716 members 
Entering Unmasked Estep 
Score: -19291358.000000 Penalty: 5949.605469
	Iteration 16Q: 3 clusters Score -1.929136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -19291362.000000 Penalty: 5949.605469
	Iteration 17Q: 3 clusters Score -1.929136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -19291368.000000 Penalty: 5949.605469
	Iteration 18Q: 3 clusters Score -1.929137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -19291368.000000 Penalty: 5949.605469
	Iteration 19F: 3 clusters Score -1.929137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Entering Unmasked Estep 
Score: -1122461.625000 Penalty: 2282.796631
	Iteration 0F: 2 clusters Score -1122462 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 4860 members 
Entering Unmasked Estep 
Score: -1114904.500000 Penalty: 4565.593262
	Iteration 0F: 3 clusters Score -1114904 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1117224.125000 Penalty: 4565.593262
	Iteration 1F: 3 clusters Score -1117224 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1117628.875000 Penalty: 4565.593262
	Iteration 2F: 3 clusters Score -1117629 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1117903.750000 Penalty: 4565.593262
	Iteration 3F: 3 clusters Score -1117904 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1118138.875000 Penalty: 4565.593262
	Iteration 4Q: 3 clusters Score -1118139 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1118346.750000 Penalty: 4565.593262
	Iteration 5Q: 3 clusters Score -1118347 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1118571.500000 Penalty: 4565.593262
	Iteration 6Q: 3 clusters Score -1118572 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1118806.625000 Penalty: 4565.593262
	Iteration 7Q: 3 clusters Score -1118807 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1119084.500000 Penalty: 4565.593262
	Iteration 8Q: 3 clusters Score -1119084 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1119387.750000 Penalty: 4565.593262
	Iteration 9Q: 3 clusters Score -1119388 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1119642.000000 Penalty: 4565.593262
	Iteration 10Q: 3 clusters Score -1119642 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1119871.125000 Penalty: 4565.593262
	Iteration 11Q: 3 clusters Score -1119871 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1120061.375000 Penalty: 4565.593262
	Iteration 12Q: 3 clusters Score -1120061 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1120215.625000 Penalty: 4565.593262
	Iteration 13Q: 3 clusters Score -1120216 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1120354.125000 Penalty: 4565.593262
	Iteration 14Q: 3 clusters Score -1120354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1120459.625000 Penalty: 4565.593262
	Iteration 15Q: 3 clusters Score -1120460 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1120544.625000 Penalty: 4565.593262
	Iteration 16Q: 3 clusters Score -1120545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1120606.500000 Penalty: 4565.593262
	Iteration 17Q: 3 clusters Score -1120606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1120656.000000 Penalty: 4565.593262
	Iteration 18Q: 3 clusters Score -1120656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1120697.625000 Penalty: 4565.593262
	Iteration 19Q: 3 clusters Score -1120698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1120750.750000 Penalty: 4565.593262
	Iteration 20F: 3 clusters Score -1120751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1120797.875000 Penalty: 4565.593262
	Iteration 21Q: 3 clusters Score -1120798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1120832.250000 Penalty: 4565.593262
	Iteration 22Q: 3 clusters Score -1120832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1120870.250000 Penalty: 4565.593262
	Iteration 23Q: 3 clusters Score -1120870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1120905.375000 Penalty: 4565.593262
	Iteration 24Q: 3 clusters Score -1120905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1120928.625000 Penalty: 4565.593262
	Iteration 25Q: 3 clusters Score -1120929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1120945.875000 Penalty: 4565.593262
	Iteration 26Q: 3 clusters Score -1120946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1120961.750000 Penalty: 4565.593262
	Iteration 27Q: 3 clusters Score -1120962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1120978.500000 Penalty: 4565.593262
	Iteration 28Q: 3 clusters Score -1120978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1120999.125000 Penalty: 4565.593262
	Iteration 29Q: 3 clusters Score -1120999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1121025.000000 Penalty: 4565.593262
	Iteration 30Q: 3 clusters Score -1121025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1121037.375000 Penalty: 4565.593262
	Iteration 31Q: 3 clusters Score -1121037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1121049.625000 Penalty: 4565.593262
	Iteration 32Q: 3 clusters Score -1121050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1121061.000000 Penalty: 4565.593262
	Iteration 33Q: 3 clusters Score -1121061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1121074.500000 Penalty: 4565.593262
	Iteration 34Q: 3 clusters Score -1121074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1121086.875000 Penalty: 4565.593262
	Iteration 35Q: 3 clusters Score -1121087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1121093.500000 Penalty: 4565.593262
	Iteration 36Q: 3 clusters Score -1121094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1121101.250000 Penalty: 4565.593262
	Iteration 37Q: 3 clusters Score -1121101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1121102.625000 Penalty: 4565.593262
	Iteration 38Q: 3 clusters Score -1121103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1121103.625000 Penalty: 4565.593262
	Iteration 39Q: 3 clusters Score -1121104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1121106.500000 Penalty: 4565.593262
	Iteration 40F: 3 clusters Score -1121106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1121111.000000 Penalty: 4565.593262
	Iteration 41Q: 3 clusters Score -1121111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1121112.250000 Penalty: 4565.593262
	Iteration 42Q: 3 clusters Score -1121112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1121112.125000 Penalty: 4565.593262
	Iteration 43Q: 3 clusters Score -1121112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1121114.375000 Penalty: 4565.593262
	Iteration 44Q: 3 clusters Score -1121114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1121116.500000 Penalty: 4565.593262
	Iteration 45Q: 3 clusters Score -1121116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1121119.625000 Penalty: 4565.593262
	Iteration 46Q: 3 clusters Score -1121120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1121121.250000 Penalty: 4565.593262
	Iteration 47Q: 3 clusters Score -1121121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1121124.000000 Penalty: 4565.593262
	Iteration 48Q: 3 clusters Score -1121124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1121123.250000 Penalty: 4565.593262
	Iteration 49Q: 3 clusters Score -1121123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1121129.750000 Penalty: 4565.593262
	Iteration 50Q: 3 clusters Score -1121130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1121132.000000 Penalty: 4565.593262
	Iteration 51Q: 3 clusters Score -1121132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1121134.000000 Penalty: 4565.593262
	Iteration 52Q: 3 clusters Score -1121134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1121137.375000 Penalty: 4565.593262
	Iteration 53Q: 3 clusters Score -1121137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1121142.500000 Penalty: 4565.593262
	Iteration 54Q: 3 clusters Score -1121142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1121143.125000 Penalty: 4565.593262
	Iteration 55Q: 3 clusters Score -1121143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1121144.625000 Penalty: 4565.593262
	Iteration 56Q: 3 clusters Score -1121145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1121144.625000 Penalty: 4565.593262
	Iteration 57F: 3 clusters Score -1121145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (99745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Entering Unmasked Estep 
Score: -11867732.000000 Penalty: 2854.572266
	Iteration 0F: 2 clusters Score -1.186773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -11801223.000000 Penalty: 5709.144531
	Iteration 0F: 3 clusters Score -1.180122e+07 nChanged 46956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -11828007.000000 Penalty: 5709.144531
	Iteration 1F: 3 clusters Score -1.182801e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -11828969.000000 Penalty: 5709.144531
	Iteration 2Q: 3 clusters Score -1.182897e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -11830233.000000 Penalty: 5709.144531
	Iteration 3Q: 3 clusters Score -1.183023e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -11832047.000000 Penalty: 5709.144531
	Iteration 4Q: 3 clusters Score -1.183205e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -11834582.000000 Penalty: 5709.144531
	Iteration 5F: 3 clusters Score -1.183458e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -11838024.000000 Penalty: 5709.144531
	Iteration 6F: 3 clusters Score -1.183802e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -11842053.000000 Penalty: 5709.144531
	Iteration 7F: 3 clusters Score -1.184205e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -11846266.000000 Penalty: 5709.144531
	Iteration 8F: 3 clusters Score -1.184627e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -11850439.000000 Penalty: 5709.144531
	Iteration 9F: 3 clusters Score -1.185044e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -11853366.000000 Penalty: 5709.144531
	Iteration 10F: 3 clusters Score -1.185337e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -11854873.000000 Penalty: 5709.144531
	Iteration 11Q: 3 clusters Score -1.185487e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -11855520.000000 Penalty: 5709.144531
	Iteration 12Q: 3 clusters Score -1.185552e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -11856013.000000 Penalty: 5709.144531
	Iteration 13Q: 3 clusters Score -1.185601e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -11856382.000000 Penalty: 5709.144531
	Iteration 14Q: 3 clusters Score -1.185638e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -11856605.000000 Penalty: 5709.144531
	Iteration 15Q: 3 clusters Score -1.18566e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -11856825.000000 Penalty: 5709.144531
	Iteration 16Q: 3 clusters Score -1.185682e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -11857102.000000 Penalty: 5709.144531
	Iteration 17Q: 3 clusters Score -1.18571e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -11857321.000000 Penalty: 5709.144531
	Iteration 18Q: 3 clusters Score -1.185732e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -11857497.000000 Penalty: 5709.144531
	Iteration 19Q: 3 clusters Score -1.18575e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -11857634.000000 Penalty: 5709.144531
	Iteration 20F: 3 clusters Score -1.185763e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -11857792.000000 Penalty: 5709.144531
	Iteration 21Q: 3 clusters Score -1.185779e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -11857969.000000 Penalty: 5709.144531
	Iteration 22Q: 3 clusters Score -1.185797e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -11858203.000000 Penalty: 5709.144531
	Iteration 23Q: 3 clusters Score -1.18582e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -11858379.000000 Penalty: 5709.144531
	Iteration 24Q: 3 clusters Score -1.185838e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -11858453.000000 Penalty: 5709.144531
	Iteration 25Q: 3 clusters Score -1.185845e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -11858676.000000 Penalty: 5709.144531
	Iteration 26Q: 3 clusters Score -1.185868e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -11858740.000000 Penalty: 5709.144531
	Iteration 27Q: 3 clusters Score -1.185874e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -11858865.000000 Penalty: 5709.144531
	Iteration 28Q: 3 clusters Score -1.185886e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -11858949.000000 Penalty: 5709.144531
	Iteration 29Q: 3 clusters Score -1.185895e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -11859048.000000 Penalty: 5709.144531
	Iteration 30Q: 3 clusters Score -1.185905e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -11859141.000000 Penalty: 5709.144531
	Iteration 31Q: 3 clusters Score -1.185914e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -11859258.000000 Penalty: 5709.144531
	Iteration 32Q: 3 clusters Score -1.185926e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -11859348.000000 Penalty: 5709.144531
	Iteration 33Q: 3 clusters Score -1.185935e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -11859410.000000 Penalty: 5709.144531
	Iteration 34Q: 3 clusters Score -1.185941e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -11859469.000000 Penalty: 5709.144531
	Iteration 35Q: 3 clusters Score -1.185947e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -11859567.000000 Penalty: 5709.144531
	Iteration 36Q: 3 clusters Score -1.185957e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -11859646.000000 Penalty: 5709.144531
	Iteration 37Q: 3 clusters Score -1.185965e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -11859703.000000 Penalty: 5709.144531
	Iteration 38Q: 3 clusters Score -1.18597e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -11859734.000000 Penalty: 5709.144531
	Iteration 39Q: 3 clusters Score -1.185973e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -11859789.000000 Penalty: 5709.144531
	Iteration 40F: 3 clusters Score -1.185979e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -11859775.000000 Penalty: 5709.144531
	Iteration 41Q: 3 clusters Score -1.185978e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -11859773.000000 Penalty: 5709.144531
	Iteration 42Q: 3 clusters Score -1.185977e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -11859796.000000 Penalty: 5709.144531
	Iteration 43Q: 3 clusters Score -1.18598e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -11859823.000000 Penalty: 5709.144531
	Iteration 44Q: 3 clusters Score -1.185982e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -11859810.000000 Penalty: 5709.144531
	Iteration 45Q: 3 clusters Score -1.185981e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -11859856.000000 Penalty: 5709.144531
	Iteration 46Q: 3 clusters Score -1.185986e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -11859856.000000 Penalty: 5709.144531
	Iteration 47Q: 3 clusters Score -1.185986e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -11859872.000000 Penalty: 5709.144531
	Iteration 48Q: 3 clusters Score -1.185987e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -11859936.000000 Penalty: 5709.144531
	Iteration 49Q: 3 clusters Score -1.185994e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -11859938.000000 Penalty: 5709.144531
	Iteration 50Q: 3 clusters Score -1.185994e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -11859975.000000 Penalty: 5709.144531
	Iteration 51Q: 3 clusters Score -1.185998e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -11859997.000000 Penalty: 5709.144531
	Iteration 52Q: 3 clusters Score -1.186e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -11860029.000000 Penalty: 5709.144531
	Iteration 53Q: 3 clusters Score -1.186003e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -11860055.000000 Penalty: 5709.144531
	Iteration 54Q: 3 clusters Score -1.186006e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -11860084.000000 Penalty: 5709.144531
	Iteration 55Q: 3 clusters Score -1.186008e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -11860106.000000 Penalty: 5709.144531
	Iteration 56Q: 3 clusters Score -1.186011e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -11860159.000000 Penalty: 5709.144531
	Iteration 57Q: 3 clusters Score -1.186016e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -11860217.000000 Penalty: 5709.144531
	Iteration 58Q: 3 clusters Score -1.186022e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -11860257.000000 Penalty: 5709.144531
	Iteration 59Q: 3 clusters Score -1.186026e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -11860306.000000 Penalty: 5709.144531
	Iteration 60F: 3 clusters Score -1.186031e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -11860322.000000 Penalty: 5709.144531
	Iteration 61Q: 3 clusters Score -1.186032e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -11860415.000000 Penalty: 5709.144531
	Iteration 62Q: 3 clusters Score -1.186042e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -11860453.000000 Penalty: 5709.144531
	Iteration 63Q: 3 clusters Score -1.186045e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -11860431.000000 Penalty: 5709.144531
	Iteration 64Q: 3 clusters Score -1.186043e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -11860445.000000 Penalty: 5709.144531
	Iteration 65Q: 3 clusters Score -1.186044e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -11860508.000000 Penalty: 5709.144531
	Iteration 66Q: 3 clusters Score -1.186051e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -11860557.000000 Penalty: 5709.144531
	Iteration 67Q: 3 clusters Score -1.186056e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -11860574.000000 Penalty: 5709.144531
	Iteration 68Q: 3 clusters Score -1.186057e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -11860555.000000 Penalty: 5709.144531
	Iteration 69Q: 3 clusters Score -1.186056e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -11860618.000000 Penalty: 5709.144531
	Iteration 70Q: 3 clusters Score -1.186062e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -11860631.000000 Penalty: 5709.144531
	Iteration 71Q: 3 clusters Score -1.186063e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -11860671.000000 Penalty: 5709.144531
	Iteration 72Q: 3 clusters Score -1.186067e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -11860755.000000 Penalty: 5709.144531
	Iteration 73Q: 3 clusters Score -1.186076e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -11860776.000000 Penalty: 5709.144531
	Iteration 74Q: 3 clusters Score -1.186078e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -11860836.000000 Penalty: 5709.144531
	Iteration 75Q: 3 clusters Score -1.186084e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -11860925.000000 Penalty: 5709.144531
	Iteration 76Q: 3 clusters Score -1.186092e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -11860946.000000 Penalty: 5709.144531
	Iteration 77Q: 3 clusters Score -1.186095e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -11860966.000000 Penalty: 5709.144531
	Iteration 78Q: 3 clusters Score -1.186097e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -11861020.000000 Penalty: 5709.144531
	Iteration 79Q: 3 clusters Score -1.186102e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -11861050.000000 Penalty: 5709.144531
	Iteration 80F: 3 clusters Score -1.186105e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -11861127.000000 Penalty: 5709.144531
	Iteration 81Q: 3 clusters Score -1.186113e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -11861162.000000 Penalty: 5709.144531
	Iteration 82Q: 3 clusters Score -1.186116e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -11861257.000000 Penalty: 5709.144531
	Iteration 83Q: 3 clusters Score -1.186126e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -11861352.000000 Penalty: 5709.144531
	Iteration 84Q: 3 clusters Score -1.186135e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -11861453.000000 Penalty: 5709.144531
	Iteration 85Q: 3 clusters Score -1.186145e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -11861569.000000 Penalty: 5709.144531
	Iteration 86Q: 3 clusters Score -1.186157e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -11861676.000000 Penalty: 5709.144531
	Iteration 87Q: 3 clusters Score -1.186168e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -11861831.000000 Penalty: 5709.144531
	Iteration 88Q: 3 clusters Score -1.186183e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -11861942.000000 Penalty: 5709.144531
	Iteration 89Q: 3 clusters Score -1.186194e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -11862053.000000 Penalty: 5709.144531
	Iteration 90Q: 3 clusters Score -1.186205e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -11862195.000000 Penalty: 5709.144531
	Iteration 91Q: 3 clusters Score -1.18622e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -11862321.000000 Penalty: 5709.144531
	Iteration 92Q: 3 clusters Score -1.186232e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -11862422.000000 Penalty: 5709.144531
	Iteration 93Q: 3 clusters Score -1.186242e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -11862535.000000 Penalty: 5709.144531
	Iteration 94Q: 3 clusters Score -1.186254e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -11862688.000000 Penalty: 5709.144531
	Iteration 95Q: 3 clusters Score -1.186269e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -11862797.000000 Penalty: 5709.144531
	Iteration 96Q: 3 clusters Score -1.18628e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -11862971.000000 Penalty: 5709.144531
	Iteration 97Q: 3 clusters Score -1.186297e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -11863148.000000 Penalty: 5709.144531
	Iteration 98Q: 3 clusters Score -1.186315e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -11863354.000000 Penalty: 5709.144531
	Iteration 99Q: 3 clusters Score -1.186335e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -11863596.000000 Penalty: 5709.144531
	Iteration 100F: 3 clusters Score -1.18636e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -11863788.000000 Penalty: 5709.144531
	Iteration 101Q: 3 clusters Score -1.186379e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -11863958.000000 Penalty: 5709.144531
	Iteration 102Q: 3 clusters Score -1.186396e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -11864085.000000 Penalty: 5709.144531
	Iteration 103Q: 3 clusters Score -1.186408e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11864221.000000 Penalty: 5709.144531
	Iteration 104Q: 3 clusters Score -1.186422e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -11864385.000000 Penalty: 5709.144531
	Iteration 105Q: 3 clusters Score -1.186438e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11864504.000000 Penalty: 5709.144531
	Iteration 106Q: 3 clusters Score -1.18645e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -11864601.000000 Penalty: 5709.144531
	Iteration 107Q: 3 clusters Score -1.18646e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97096 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -11864727.000000 Penalty: 5709.144531
	Iteration 108Q: 3 clusters Score -1.186473e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -11864815.000000 Penalty: 5709.144531
	Iteration 109Q: 3 clusters Score -1.186482e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11864874.000000 Penalty: 5709.144531
	Iteration 110Q: 3 clusters Score -1.186487e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11864983.000000 Penalty: 5709.144531
	Iteration 111Q: 3 clusters Score -1.186498e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11865030.000000 Penalty: 5709.144531
	Iteration 112Q: 3 clusters Score -1.186503e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11865073.000000 Penalty: 5709.144531
	Iteration 113Q: 3 clusters Score -1.186507e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -11865169.000000 Penalty: 5709.144531
	Iteration 114Q: 3 clusters Score -1.186517e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11865223.000000 Penalty: 5709.144531
	Iteration 115Q: 3 clusters Score -1.186522e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11865270.000000 Penalty: 5709.144531
	Iteration 116Q: 3 clusters Score -1.186527e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11865330.000000 Penalty: 5709.144531
	Iteration 117Q: 3 clusters Score -1.186533e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11865344.000000 Penalty: 5709.144531
	Iteration 118Q: 3 clusters Score -1.186534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11865371.000000 Penalty: 5709.144531
	Iteration 119Q: 3 clusters Score -1.186537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11865397.000000 Penalty: 5709.144531
	Iteration 120F: 3 clusters Score -1.18654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11865406.000000 Penalty: 5709.144531
	Iteration 121Q: 3 clusters Score -1.186541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11865443.000000 Penalty: 5709.144531
	Iteration 122Q: 3 clusters Score -1.186544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11865437.000000 Penalty: 5709.144531
	Iteration 123Q: 3 clusters Score -1.186544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11865458.000000 Penalty: 5709.144531
	Iteration 124Q: 3 clusters Score -1.186546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11865472.000000 Penalty: 5709.144531
	Iteration 125Q: 3 clusters Score -1.186547e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11865491.000000 Penalty: 5709.144531
	Iteration 126Q: 3 clusters Score -1.186549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11865506.000000 Penalty: 5709.144531
	Iteration 127Q: 3 clusters Score -1.186551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11865520.000000 Penalty: 5709.144531
	Iteration 128Q: 3 clusters Score -1.186552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11865519.000000 Penalty: 5709.144531
	Iteration 129Q: 3 clusters Score -1.186552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11865523.000000 Penalty: 5709.144531
	Iteration 130Q: 3 clusters Score -1.186552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -11865515.000000 Penalty: 5709.144531
	Iteration 131Q: 3 clusters Score -1.186552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11865516.000000 Penalty: 5709.144531
	Iteration 132Q: 3 clusters Score -1.186552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11865519.000000 Penalty: 5709.144531
	Iteration 133Q: 3 clusters Score -1.186552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11865522.000000 Penalty: 5709.144531
	Iteration 134Q: 3 clusters Score -1.186552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11865543.000000 Penalty: 5709.144531
	Iteration 135Q: 3 clusters Score -1.186554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11865536.000000 Penalty: 5709.144531
	Iteration 136Q: 3 clusters Score -1.186554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11865548.000000 Penalty: 5709.144531
	Iteration 137Q: 3 clusters Score -1.186555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11865538.000000 Penalty: 5709.144531
	Iteration 138Q: 3 clusters Score -1.186554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11865541.000000 Penalty: 5709.144531
	Iteration 139Q: 3 clusters Score -1.186554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11865552.000000 Penalty: 5709.144531
	Iteration 140F: 3 clusters Score -1.186555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11865548.000000 Penalty: 5709.144531
	Iteration 141Q: 3 clusters Score -1.186555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11865553.000000 Penalty: 5709.144531
	Iteration 142Q: 3 clusters Score -1.186555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11865550.000000 Penalty: 5709.144531
	Iteration 143Q: 3 clusters Score -1.186555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98531 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11865553.000000 Penalty: 5709.144531
	Iteration 144Q: 3 clusters Score -1.186555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98531 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11865553.000000 Penalty: 5709.144531
	Iteration 145Q: 3 clusters Score -1.186555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98531 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11865544.000000 Penalty: 5709.144531
	Iteration 146Q: 3 clusters Score -1.186554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11865566.000000 Penalty: 5709.144531
	Iteration 147Q: 3 clusters Score -1.186557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11865568.000000 Penalty: 5709.144531
	Iteration 148Q: 3 clusters Score -1.186557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11865565.000000 Penalty: 5709.144531
	Iteration 149Q: 3 clusters Score -1.186556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11865565.000000 Penalty: 5709.144531
	Iteration 150F: 3 clusters Score -1.186556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Entering Unmasked Estep 
Score: -1810298.500000 Penalty: 2390.940186
	Iteration 0F: 2 clusters Score -1810298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1799232.250000 Penalty: 4781.880371
	Iteration 0F: 3 clusters Score -1799232 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1802922.500000 Penalty: 4781.880371
	Iteration 1F: 3 clusters Score -1802922 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1803498.125000 Penalty: 4781.880371
	Iteration 2F: 3 clusters Score -1803498 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1804041.500000 Penalty: 4781.880371
	Iteration 3F: 3 clusters Score -1804042 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1804631.375000 Penalty: 4781.880371
	Iteration 4F: 3 clusters Score -1804631 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1805178.125000 Penalty: 4781.880371
	Iteration 5F: 3 clusters Score -1805178 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1805703.000000 Penalty: 4781.880371
	Iteration 6F: 3 clusters Score -1805703 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1806112.250000 Penalty: 4781.880371
	Iteration 7Q: 3 clusters Score -1806112 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1806489.625000 Penalty: 4781.880371
	Iteration 8Q: 3 clusters Score -1806490 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1806800.375000 Penalty: 4781.880371
	Iteration 9Q: 3 clusters Score -1806800 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1807079.250000 Penalty: 4781.880371
	Iteration 10Q: 3 clusters Score -1807079 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1807306.875000 Penalty: 4781.880371
	Iteration 11Q: 3 clusters Score -1807307 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1807492.875000 Penalty: 4781.880371
	Iteration 12Q: 3 clusters Score -1807493 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1807610.625000 Penalty: 4781.880371
	Iteration 13Q: 3 clusters Score -1807611 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1807721.000000 Penalty: 4781.880371
	Iteration 14Q: 3 clusters Score -1807721 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1807803.875000 Penalty: 4781.880371
	Iteration 15Q: 3 clusters Score -1807804 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1807883.625000 Penalty: 4781.880371
	Iteration 16Q: 3 clusters Score -1807884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1807968.125000 Penalty: 4781.880371
	Iteration 17Q: 3 clusters Score -1807968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1808026.375000 Penalty: 4781.880371
	Iteration 18Q: 3 clusters Score -1808026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1808080.000000 Penalty: 4781.880371
	Iteration 19Q: 3 clusters Score -1808080 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1808119.625000 Penalty: 4781.880371
	Iteration 20F: 3 clusters Score -1808120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1808166.375000 Penalty: 4781.880371
	Iteration 21Q: 3 clusters Score -1808166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1808207.750000 Penalty: 4781.880371
	Iteration 22Q: 3 clusters Score -1808208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1808255.625000 Penalty: 4781.880371
	Iteration 23Q: 3 clusters Score -1808256 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1808305.875000 Penalty: 4781.880371
	Iteration 24Q: 3 clusters Score -1808306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1808362.625000 Penalty: 4781.880371
	Iteration 25Q: 3 clusters Score -1808363 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1808410.375000 Penalty: 4781.880371
	Iteration 26Q: 3 clusters Score -1808410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1808454.250000 Penalty: 4781.880371
	Iteration 27Q: 3 clusters Score -1808454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1808515.375000 Penalty: 4781.880371
	Iteration 28Q: 3 clusters Score -1808515 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1808578.500000 Penalty: 4781.880371
	Iteration 29Q: 3 clusters Score -1808578 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1808632.625000 Penalty: 4781.880371
	Iteration 30Q: 3 clusters Score -1808633 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1808685.125000 Penalty: 4781.880371
	Iteration 31Q: 3 clusters Score -1808685 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1808719.125000 Penalty: 4781.880371
	Iteration 32Q: 3 clusters Score -1808719 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1808751.625000 Penalty: 4781.880371
	Iteration 33Q: 3 clusters Score -1808752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1808779.875000 Penalty: 4781.880371
	Iteration 34Q: 3 clusters Score -1808780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1808798.750000 Penalty: 4781.880371
	Iteration 35Q: 3 clusters Score -1808799 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1808821.375000 Penalty: 4781.880371
	Iteration 36Q: 3 clusters Score -1808821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1808829.375000 Penalty: 4781.880371
	Iteration 37Q: 3 clusters Score -1808829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1808838.625000 Penalty: 4781.880371
	Iteration 38Q: 3 clusters Score -1808839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1808844.375000 Penalty: 4781.880371
	Iteration 39Q: 3 clusters Score -1808844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1808854.000000 Penalty: 4781.880371
	Iteration 40F: 3 clusters Score -1808854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1808861.250000 Penalty: 4781.880371
	Iteration 41Q: 3 clusters Score -1808861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1808868.625000 Penalty: 4781.880371
	Iteration 42Q: 3 clusters Score -1808869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1808872.125000 Penalty: 4781.880371
	Iteration 43Q: 3 clusters Score -1808872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1808881.500000 Penalty: 4781.880371
	Iteration 44Q: 3 clusters Score -1808882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1808888.875000 Penalty: 4781.880371
	Iteration 45Q: 3 clusters Score -1808889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1808892.125000 Penalty: 4781.880371
	Iteration 46Q: 3 clusters Score -1808892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1808894.250000 Penalty: 4781.880371
	Iteration 47Q: 3 clusters Score -1808894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1808895.000000 Penalty: 4781.880371
	Iteration 48Q: 3 clusters Score -1808895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1808903.625000 Penalty: 4781.880371
	Iteration 49Q: 3 clusters Score -1808904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1808906.375000 Penalty: 4781.880371
	Iteration 50Q: 3 clusters Score -1808906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1808910.125000 Penalty: 4781.880371
	Iteration 51Q: 3 clusters Score -1808910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1808916.250000 Penalty: 4781.880371
	Iteration 52Q: 3 clusters Score -1808916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1808916.750000 Penalty: 4781.880371
	Iteration 53Q: 3 clusters Score -1808917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1808918.000000 Penalty: 4781.880371
	Iteration 54Q: 3 clusters Score -1808918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1808917.625000 Penalty: 4781.880371
	Iteration 55Q: 3 clusters Score -1808918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1808915.875000 Penalty: 4781.880371
	Iteration 56Q: 3 clusters Score -1808916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1808915.000000 Penalty: 4781.880371
	Iteration 57Q: 3 clusters Score -1808915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1808918.500000 Penalty: 4781.880371
	Iteration 58Q: 3 clusters Score -1808918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1808915.625000 Penalty: 4781.880371
	Iteration 59Q: 3 clusters Score -1808916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1808916.500000 Penalty: 4781.880371
	Iteration 60F: 3 clusters Score -1808916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1808914.500000 Penalty: 4781.880371
	Iteration 61Q: 3 clusters Score -1808914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1808916.125000 Penalty: 4781.880371
	Iteration 62Q: 3 clusters Score -1808916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1808916.125000 Penalty: 4781.880371
	Iteration 63F: 3 clusters Score -1808916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (145041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145041 members 
Entering Unmasked Estep 
Score: -17511802.000000 Penalty: 2947.423340
	Iteration 0F: 2 clusters Score -1.75118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -17414664.000000 Penalty: 5894.846680
	Iteration 0F: 3 clusters Score -1.741466e+07 nChanged 69155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -17454758.000000 Penalty: 5894.846680
	Iteration 1F: 3 clusters Score -1.745476e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -17456402.000000 Penalty: 5894.846680
	Iteration 2Q: 3 clusters Score -1.74564e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -17458830.000000 Penalty: 5894.846680
	Iteration 3Q: 3 clusters Score -1.745883e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -17462686.000000 Penalty: 5894.846680
	Iteration 4F: 3 clusters Score -1.746269e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 99608 members 
Entering Unmasked Estep 
Score: -17468932.000000 Penalty: 5894.846680
	Iteration 5F: 3 clusters Score -1.746893e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -17478216.000000 Penalty: 5894.846680
	Iteration 6F: 3 clusters Score -1.747822e+07 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -17489532.000000 Penalty: 5894.846680
	Iteration 7F: 3 clusters Score -1.748953e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 133539 members 
Entering Unmasked Estep 
Score: -17499274.000000 Penalty: 5894.846680
	Iteration 8F: 3 clusters Score -1.749927e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 139778 members 
Entering Unmasked Estep 
Score: -17505172.000000 Penalty: 5894.846680
	Iteration 9Q: 3 clusters Score -1.750517e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -17507874.000000 Penalty: 5894.846680
	Iteration 10Q: 3 clusters Score -1.750787e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -17508788.000000 Penalty: 5894.846680
	Iteration 11Q: 3 clusters Score -1.750879e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 143968 members 
Entering Unmasked Estep 
Score: -17509204.000000 Penalty: 5894.846680
	Iteration 12Q: 3 clusters Score -1.75092e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 144125 members 
Entering Unmasked Estep 
Score: -17509392.000000 Penalty: 5894.846680
	Iteration 13Q: 3 clusters Score -1.750939e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 144215 members 
Entering Unmasked Estep 
Score: -17509568.000000 Penalty: 5894.846680
	Iteration 14Q: 3 clusters Score -1.750957e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 144254 members 
Entering Unmasked Estep 
Score: -17509650.000000 Penalty: 5894.846680
	Iteration 15Q: 3 clusters Score -1.750965e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 144276 members 
Entering Unmasked Estep 
Score: -17509692.000000 Penalty: 5894.846680
	Iteration 16Q: 3 clusters Score -1.750969e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 144296 members 
Entering Unmasked Estep 
Score: -17509764.000000 Penalty: 5894.846680
	Iteration 17Q: 3 clusters Score -1.750976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 144304 members 
Entering Unmasked Estep 
Score: -17509816.000000 Penalty: 5894.846680
	Iteration 18Q: 3 clusters Score -1.750982e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 144307 members 
Entering Unmasked Estep 
Score: -17509870.000000 Penalty: 5894.846680
	Iteration 19Q: 3 clusters Score -1.750987e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -17509908.000000 Penalty: 5894.846680
	Iteration 20F: 3 clusters Score -1.750991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 144309 members 
Entering Unmasked Estep 
Score: -17509918.000000 Penalty: 5894.846680
	Iteration 21Q: 3 clusters Score -1.750992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 144307 members 
Entering Unmasked Estep 
Score: -17509946.000000 Penalty: 5894.846680
	Iteration 22Q: 3 clusters Score -1.750995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -17509956.000000 Penalty: 5894.846680
	Iteration 23Q: 3 clusters Score -1.750996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 144302 members 
Entering Unmasked Estep 
Score: -17509976.000000 Penalty: 5894.846680
	Iteration 24Q: 3 clusters Score -1.750998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 144301 members 
Entering Unmasked Estep 
Score: -17509994.000000 Penalty: 5894.846680
	Iteration 25Q: 3 clusters Score -1.750999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 144303 members 
Entering Unmasked Estep 
Score: -17509998.000000 Penalty: 5894.846680
	Iteration 26Q: 3 clusters Score -1.751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -17509996.000000 Penalty: 5894.846680
	Iteration 27Q: 3 clusters Score -1.751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 144309 members 
Entering Unmasked Estep 
Score: -17510000.000000 Penalty: 5894.846680
	Iteration 28Q: 3 clusters Score -1.751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -17509990.000000 Penalty: 5894.846680
	Iteration 29Q: 3 clusters Score -1.750999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 144311 members 
Entering Unmasked Estep 
Score: -17509984.000000 Penalty: 5894.846680
	Iteration 30Q: 3 clusters Score -1.750998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 144311 members 
Entering Unmasked Estep 
Score: -17509984.000000 Penalty: 5894.846680
	Iteration 31F: 3 clusters Score -1.750998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (112602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Entering Unmasked Estep 
Score: -13373326.000000 Penalty: 2884.640381
	Iteration 0F: 2 clusters Score -1.337333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -13298139.000000 Penalty: 5769.280762
	Iteration 0F: 3 clusters Score -1.329814e+07 nChanged 53514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -13329982.000000 Penalty: 5769.280762
	Iteration 1F: 3 clusters Score -1.332998e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -13332019.000000 Penalty: 5769.280762
	Iteration 2Q: 3 clusters Score -1.333202e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -13335222.000000 Penalty: 5769.280762
	Iteration 3F: 3 clusters Score -1.333522e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -13340234.000000 Penalty: 5769.280762
	Iteration 4F: 3 clusters Score -1.334023e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -13347226.000000 Penalty: 5769.280762
	Iteration 5F: 3 clusters Score -1.334723e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -13355546.000000 Penalty: 5769.280762
	Iteration 6F: 3 clusters Score -1.335555e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -13362494.000000 Penalty: 5769.280762
	Iteration 7F: 3 clusters Score -1.336249e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -13366692.000000 Penalty: 5769.280762
	Iteration 8Q: 3 clusters Score -1.336669e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -13368665.000000 Penalty: 5769.280762
	Iteration 9Q: 3 clusters Score -1.336866e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -13369654.000000 Penalty: 5769.280762
	Iteration 10Q: 3 clusters Score -1.336965e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -13370191.000000 Penalty: 5769.280762
	Iteration 11Q: 3 clusters Score -1.337019e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -13370458.000000 Penalty: 5769.280762
	Iteration 12Q: 3 clusters Score -1.337046e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -13370648.000000 Penalty: 5769.280762
	Iteration 13Q: 3 clusters Score -1.337065e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -13370836.000000 Penalty: 5769.280762
	Iteration 14Q: 3 clusters Score -1.337084e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -13370980.000000 Penalty: 5769.280762
	Iteration 15Q: 3 clusters Score -1.337098e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -13371091.000000 Penalty: 5769.280762
	Iteration 16Q: 3 clusters Score -1.337109e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -13371161.000000 Penalty: 5769.280762
	Iteration 17Q: 3 clusters Score -1.337116e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -13371222.000000 Penalty: 5769.280762
	Iteration 18Q: 3 clusters Score -1.337122e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108422 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -13371299.000000 Penalty: 5769.280762
	Iteration 19Q: 3 clusters Score -1.33713e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -13371336.000000 Penalty: 5769.280762
	Iteration 20F: 3 clusters Score -1.337134e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -13371351.000000 Penalty: 5769.280762
	Iteration 21Q: 3 clusters Score -1.337135e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -13371397.000000 Penalty: 5769.280762
	Iteration 22Q: 3 clusters Score -1.33714e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -13371421.000000 Penalty: 5769.280762
	Iteration 23Q: 3 clusters Score -1.337142e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -13371449.000000 Penalty: 5769.280762
	Iteration 24Q: 3 clusters Score -1.337145e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109347 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -13371498.000000 Penalty: 5769.280762
	Iteration 25Q: 3 clusters Score -1.33715e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109453 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -13371530.000000 Penalty: 5769.280762
	Iteration 26Q: 3 clusters Score -1.337153e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109524 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -13371545.000000 Penalty: 5769.280762
	Iteration 27Q: 3 clusters Score -1.337154e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109573 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -13371550.000000 Penalty: 5769.280762
	Iteration 28Q: 3 clusters Score -1.337155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -13371550.000000 Penalty: 5769.280762
	Iteration 29Q: 3 clusters Score -1.337155e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13371555.000000 Penalty: 5769.280762
	Iteration 30Q: 3 clusters Score -1.337156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -13371565.000000 Penalty: 5769.280762
	Iteration 31Q: 3 clusters Score -1.337156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -13371573.000000 Penalty: 5769.280762
	Iteration 32Q: 3 clusters Score -1.337157e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -13371579.000000 Penalty: 5769.280762
	Iteration 33Q: 3 clusters Score -1.337158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -13371590.000000 Penalty: 5769.280762
	Iteration 34Q: 3 clusters Score -1.337159e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -13371609.000000 Penalty: 5769.280762
	Iteration 35Q: 3 clusters Score -1.337161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -13371602.000000 Penalty: 5769.280762
	Iteration 36Q: 3 clusters Score -1.33716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -13371616.000000 Penalty: 5769.280762
	Iteration 37Q: 3 clusters Score -1.337162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109972 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13371624.000000 Penalty: 5769.280762
	Iteration 38Q: 3 clusters Score -1.337162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109999 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -13371634.000000 Penalty: 5769.280762
	Iteration 39Q: 3 clusters Score -1.337163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110018 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13371641.000000 Penalty: 5769.280762
	Iteration 40F: 3 clusters Score -1.337164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110031 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -13371656.000000 Penalty: 5769.280762
	Iteration 41Q: 3 clusters Score -1.337166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13371654.000000 Penalty: 5769.280762
	Iteration 42Q: 3 clusters Score -1.337165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110063 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -13371660.000000 Penalty: 5769.280762
	Iteration 43Q: 3 clusters Score -1.337166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13371666.000000 Penalty: 5769.280762
	Iteration 44Q: 3 clusters Score -1.337167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13371686.000000 Penalty: 5769.280762
	Iteration 45Q: 3 clusters Score -1.337169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -13371673.000000 Penalty: 5769.280762
	Iteration 46Q: 3 clusters Score -1.337167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -13371682.000000 Penalty: 5769.280762
	Iteration 47Q: 3 clusters Score -1.337168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -13371682.000000 Penalty: 5769.280762
	Iteration 48Q: 3 clusters Score -1.337168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -13371691.000000 Penalty: 5769.280762
	Iteration 49Q: 3 clusters Score -1.337169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -13371691.000000 Penalty: 5769.280762
	Iteration 50Q: 3 clusters Score -1.337169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110171 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -13371694.000000 Penalty: 5769.280762
	Iteration 51Q: 3 clusters Score -1.337169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -13371701.000000 Penalty: 5769.280762
	Iteration 52Q: 3 clusters Score -1.33717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -13371698.000000 Penalty: 5769.280762
	Iteration 53Q: 3 clusters Score -1.33717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13371698.000000 Penalty: 5769.280762
	Iteration 54Q: 3 clusters Score -1.33717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110198 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -13371711.000000 Penalty: 5769.280762
	Iteration 55Q: 3 clusters Score -1.337171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13371714.000000 Penalty: 5769.280762
	Iteration 56Q: 3 clusters Score -1.337171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -13371707.000000 Penalty: 5769.280762
	Iteration 57Q: 3 clusters Score -1.337171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -13371717.000000 Penalty: 5769.280762
	Iteration 58Q: 3 clusters Score -1.337172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -13371717.000000 Penalty: 5769.280762
	Iteration 59F: 3 clusters Score -1.337172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Entering Unmasked Estep 
Score: -3190259.000000 Penalty: 2524.898926
	Iteration 0F: 2 clusters Score -3190259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3172023.750000 Penalty: 5049.797852
	Iteration 0F: 3 clusters Score -3172024 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3178351.750000 Penalty: 5049.797852
	Iteration 1F: 3 clusters Score -3178352 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3178896.000000 Penalty: 5049.797852
	Iteration 2F: 3 clusters Score -3178896 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3179399.750000 Penalty: 5049.797852
	Iteration 3Q: 3 clusters Score -3179400 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3180022.250000 Penalty: 5049.797852
	Iteration 4Q: 3 clusters Score -3180022 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3180698.500000 Penalty: 5049.797852
	Iteration 5Q: 3 clusters Score -3180698 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3181590.000000 Penalty: 5049.797852
	Iteration 6F: 3 clusters Score -3181590 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3182668.750000 Penalty: 5049.797852
	Iteration 7F: 3 clusters Score -3182669 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3183762.000000 Penalty: 5049.797852
	Iteration 8F: 3 clusters Score -3183762 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3184803.750000 Penalty: 5049.797852
	Iteration 9F: 3 clusters Score -3184804 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3185740.250000 Penalty: 5049.797852
	Iteration 10Q: 3 clusters Score -3185740 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3186469.750000 Penalty: 5049.797852
	Iteration 11Q: 3 clusters Score -3186470 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3187002.500000 Penalty: 5049.797852
	Iteration 12Q: 3 clusters Score -3187002 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3187404.000000 Penalty: 5049.797852
	Iteration 13Q: 3 clusters Score -3187404 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3187632.000000 Penalty: 5049.797852
	Iteration 14Q: 3 clusters Score -3187632 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3187791.250000 Penalty: 5049.797852
	Iteration 15Q: 3 clusters Score -3187791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3187895.250000 Penalty: 5049.797852
	Iteration 16Q: 3 clusters Score -3187895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3187963.750000 Penalty: 5049.797852
	Iteration 17Q: 3 clusters Score -3187964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3188005.750000 Penalty: 5049.797852
	Iteration 18Q: 3 clusters Score -3188006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3188029.000000 Penalty: 5049.797852
	Iteration 19Q: 3 clusters Score -3188029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3188062.250000 Penalty: 5049.797852
	Iteration 20F: 3 clusters Score -3188062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3188078.250000 Penalty: 5049.797852
	Iteration 21Q: 3 clusters Score -3188078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3188094.000000 Penalty: 5049.797852
	Iteration 22Q: 3 clusters Score -3188094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3188097.500000 Penalty: 5049.797852
	Iteration 23Q: 3 clusters Score -3188098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3188102.000000 Penalty: 5049.797852
	Iteration 24Q: 3 clusters Score -3188102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3188106.250000 Penalty: 5049.797852
	Iteration 25Q: 3 clusters Score -3188106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3188114.500000 Penalty: 5049.797852
	Iteration 26Q: 3 clusters Score -3188114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3188120.500000 Penalty: 5049.797852
	Iteration 27Q: 3 clusters Score -3188120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3188124.250000 Penalty: 5049.797852
	Iteration 28Q: 3 clusters Score -3188124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3188124.250000 Penalty: 5049.797852
	Iteration 29F: 3 clusters Score -3188124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (113087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Entering Unmasked Estep 
Score: -13332648.000000 Penalty: 2885.706299
	Iteration 0F: 2 clusters Score -1.333265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -13256763.000000 Penalty: 5771.412598
	Iteration 0F: 3 clusters Score -1.325676e+07 nChanged 53779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -13287704.000000 Penalty: 5771.412598
	Iteration 1F: 3 clusters Score -1.32877e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -13288709.000000 Penalty: 5771.412598
	Iteration 2Q: 3 clusters Score -1.328871e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -13289914.000000 Penalty: 5771.412598
	Iteration 3Q: 3 clusters Score -1.328991e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -13291331.000000 Penalty: 5771.412598
	Iteration 4Q: 3 clusters Score -1.329133e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -13292808.000000 Penalty: 5771.412598
	Iteration 5Q: 3 clusters Score -1.329281e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -13294426.000000 Penalty: 5771.412598
	Iteration 6Q: 3 clusters Score -1.329443e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -13296323.000000 Penalty: 5771.412598
	Iteration 7Q: 3 clusters Score -1.329632e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -13298098.000000 Penalty: 5771.412598
	Iteration 8Q: 3 clusters Score -1.32981e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -13299939.000000 Penalty: 5771.412598
	Iteration 9Q: 3 clusters Score -1.329994e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -13301915.000000 Penalty: 5771.412598
	Iteration 10Q: 3 clusters Score -1.330192e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -13303937.000000 Penalty: 5771.412598
	Iteration 11Q: 3 clusters Score -1.330394e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -13306125.000000 Penalty: 5771.412598
	Iteration 12Q: 3 clusters Score -1.330612e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -13308570.000000 Penalty: 5771.412598
	Iteration 13Q: 3 clusters Score -1.330857e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -13311528.000000 Penalty: 5771.412598
	Iteration 14Q: 3 clusters Score -1.331153e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -13314826.000000 Penalty: 5771.412598
	Iteration 15Q: 3 clusters Score -1.331483e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -13318488.000000 Penalty: 5771.412598
	Iteration 16Q: 3 clusters Score -1.331849e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -13321710.000000 Penalty: 5771.412598
	Iteration 17Q: 3 clusters Score -1.332171e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -13324421.000000 Penalty: 5771.412598
	Iteration 18Q: 3 clusters Score -1.332442e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -13326487.000000 Penalty: 5771.412598
	Iteration 19Q: 3 clusters Score -1.332649e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -13328216.000000 Penalty: 5771.412598
	Iteration 20F: 3 clusters Score -1.332822e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -13329626.000000 Penalty: 5771.412598
	Iteration 21Q: 3 clusters Score -1.332963e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -13330796.000000 Penalty: 5771.412598
	Iteration 22Q: 3 clusters Score -1.33308e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -13331729.000000 Penalty: 5771.412598
	Iteration 23Q: 3 clusters Score -1.333173e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -13332305.000000 Penalty: 5771.412598
	Iteration 24Q: 3 clusters Score -1.33323e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -13332745.000000 Penalty: 5771.412598
	Iteration 25Q: 3 clusters Score -1.333274e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -13332989.000000 Penalty: 5771.412598
	Iteration 26Q: 3 clusters Score -1.333299e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -13333259.000000 Penalty: 5771.412598
	Iteration 27Q: 3 clusters Score -1.333326e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -13333426.000000 Penalty: 5771.412598
	Iteration 28Q: 3 clusters Score -1.333343e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -13333506.000000 Penalty: 5771.412598
	Iteration 29Q: 3 clusters Score -1.333351e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
Score: -13333584.000000 Penalty: 5771.412598
	Iteration 30Q: 3 clusters Score -1.333358e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -13333605.000000 Penalty: 5771.412598
	Iteration 31Q: 3 clusters Score -1.33336e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -13333619.000000 Penalty: 5771.412598
	Iteration 32Q: 3 clusters Score -1.333362e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -13333615.000000 Penalty: 5771.412598
	Iteration 33Q: 3 clusters Score -1.333362e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -13333620.000000 Penalty: 5771.412598
	Iteration 34Q: 3 clusters Score -1.333362e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -13333593.000000 Penalty: 5771.412598
	Iteration 35Q: 3 clusters Score -1.333359e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -13333615.000000 Penalty: 5771.412598
	Iteration 36Q: 3 clusters Score -1.333362e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -13333638.000000 Penalty: 5771.412598
	Iteration 37Q: 3 clusters Score -1.333364e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -13333647.000000 Penalty: 5771.412598
	Iteration 38Q: 3 clusters Score -1.333365e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 96609 members 
Entering Unmasked Estep 
Score: -13333660.000000 Penalty: 5771.412598
	Iteration 39Q: 3 clusters Score -1.333366e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -13333730.000000 Penalty: 5771.412598
	Iteration 40F: 3 clusters Score -1.333373e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -13333793.000000 Penalty: 5771.412598
	Iteration 41Q: 3 clusters Score -1.333379e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -13333880.000000 Penalty: 5771.412598
	Iteration 42Q: 3 clusters Score -1.333388e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -13333949.000000 Penalty: 5771.412598
	Iteration 43Q: 3 clusters Score -1.333395e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -13334019.000000 Penalty: 5771.412598
	Iteration 44Q: 3 clusters Score -1.333402e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -13334039.000000 Penalty: 5771.412598
	Iteration 45Q: 3 clusters Score -1.333404e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -13334093.000000 Penalty: 5771.412598
	Iteration 46Q: 3 clusters Score -1.333409e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -13334120.000000 Penalty: 5771.412598
	Iteration 47Q: 3 clusters Score -1.333412e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -13334201.000000 Penalty: 5771.412598
	Iteration 48Q: 3 clusters Score -1.33342e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -13334214.000000 Penalty: 5771.412598
	Iteration 49Q: 3 clusters Score -1.333421e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -13334283.000000 Penalty: 5771.412598
	Iteration 50Q: 3 clusters Score -1.333428e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -13334316.000000 Penalty: 5771.412598
	Iteration 51Q: 3 clusters Score -1.333432e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -13334347.000000 Penalty: 5771.412598
	Iteration 52Q: 3 clusters Score -1.333435e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -13334458.000000 Penalty: 5771.412598
	Iteration 53Q: 3 clusters Score -1.333446e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -13334543.000000 Penalty: 5771.412598
	Iteration 54Q: 3 clusters Score -1.333454e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -13334618.000000 Penalty: 5771.412598
	Iteration 55Q: 3 clusters Score -1.333462e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -13334711.000000 Penalty: 5771.412598
	Iteration 56Q: 3 clusters Score -1.333471e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -13334821.000000 Penalty: 5771.412598
	Iteration 57Q: 3 clusters Score -1.333482e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -13334951.000000 Penalty: 5771.412598
	Iteration 58Q: 3 clusters Score -1.333495e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -13335028.000000 Penalty: 5771.412598
	Iteration 59Q: 3 clusters Score -1.333503e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -13335064.000000 Penalty: 5771.412598
	Iteration 60F: 3 clusters Score -1.333506e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -13335112.000000 Penalty: 5771.412598
	Iteration 61Q: 3 clusters Score -1.333511e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 88373 members 
Entering Unmasked Estep 
Score: -13335176.000000 Penalty: 5771.412598
	Iteration 62Q: 3 clusters Score -1.333518e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -13335221.000000 Penalty: 5771.412598
	Iteration 63Q: 3 clusters Score -1.333522e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -13335269.000000 Penalty: 5771.412598
	Iteration 64Q: 3 clusters Score -1.333527e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -13335291.000000 Penalty: 5771.412598
	Iteration 65Q: 3 clusters Score -1.333529e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -13335327.000000 Penalty: 5771.412598
	Iteration 66Q: 3 clusters Score -1.333533e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -13335347.000000 Penalty: 5771.412598
	Iteration 67Q: 3 clusters Score -1.333535e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -13335346.000000 Penalty: 5771.412598
	Iteration 68Q: 3 clusters Score -1.333535e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -13335361.000000 Penalty: 5771.412598
	Iteration 69Q: 3 clusters Score -1.333536e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -13335395.000000 Penalty: 5771.412598
	Iteration 70Q: 3 clusters Score -1.33354e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 86059 members 
Entering Unmasked Estep 
Score: -13335407.000000 Penalty: 5771.412598
	Iteration 71Q: 3 clusters Score -1.333541e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -13335440.000000 Penalty: 5771.412598
	Iteration 72Q: 3 clusters Score -1.333544e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -13335435.000000 Penalty: 5771.412598
	Iteration 73Q: 3 clusters Score -1.333544e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -13335432.000000 Penalty: 5771.412598
	Iteration 74Q: 3 clusters Score -1.333543e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -13335438.000000 Penalty: 5771.412598
	Iteration 75Q: 3 clusters Score -1.333544e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -13335468.000000 Penalty: 5771.412598
	Iteration 76Q: 3 clusters Score -1.333547e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -13335482.000000 Penalty: 5771.412598
	Iteration 77Q: 3 clusters Score -1.333548e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -13335458.000000 Penalty: 5771.412598
	Iteration 78Q: 3 clusters Score -1.333546e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -13335473.000000 Penalty: 5771.412598
	Iteration 79Q: 3 clusters Score -1.333547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 85284 members 
Entering Unmasked Estep 
Score: -13335453.000000 Penalty: 5771.412598
	Iteration 80F: 3 clusters Score -1.333545e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -13335472.000000 Penalty: 5771.412598
	Iteration 81Q: 3 clusters Score -1.333547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -13335475.000000 Penalty: 5771.412598
	Iteration 82Q: 3 clusters Score -1.333548e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -13335458.000000 Penalty: 5771.412598
	Iteration 83Q: 3 clusters Score -1.333546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -13335458.000000 Penalty: 5771.412598
	Iteration 84Q: 3 clusters Score -1.333546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -13335472.000000 Penalty: 5771.412598
	Iteration 85Q: 3 clusters Score -1.333547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -13335462.000000 Penalty: 5771.412598
	Iteration 86Q: 3 clusters Score -1.333546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -13335470.000000 Penalty: 5771.412598
	Iteration 87Q: 3 clusters Score -1.333547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -13335478.000000 Penalty: 5771.412598
	Iteration 88Q: 3 clusters Score -1.333548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -13335475.000000 Penalty: 5771.412598
	Iteration 89Q: 3 clusters Score -1.333548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -13335481.000000 Penalty: 5771.412598
	Iteration 90Q: 3 clusters Score -1.333548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -13335470.000000 Penalty: 5771.412598
	Iteration 91Q: 3 clusters Score -1.333547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -13335468.000000 Penalty: 5771.412598
	Iteration 92Q: 3 clusters Score -1.333547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -13335465.000000 Penalty: 5771.412598
	Iteration 93Q: 3 clusters Score -1.333546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -13335466.000000 Penalty: 5771.412598
	Iteration 94Q: 3 clusters Score -1.333547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -13335464.000000 Penalty: 5771.412598
	Iteration 95Q: 3 clusters Score -1.333546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -13335468.000000 Penalty: 5771.412598
	Iteration 96Q: 3 clusters Score -1.333547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -13335463.000000 Penalty: 5771.412598
	Iteration 97Q: 3 clusters Score -1.333546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -13335465.000000 Penalty: 5771.412598
	Iteration 98Q: 3 clusters Score -1.333546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -13335450.000000 Penalty: 5771.412598
	Iteration 99Q: 3 clusters Score -1.333545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -13335456.000000 Penalty: 5771.412598
	Iteration 100F: 3 clusters Score -1.333546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -13335451.000000 Penalty: 5771.412598
	Iteration 101Q: 3 clusters Score -1.333545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -13335448.000000 Penalty: 5771.412598
	Iteration 102Q: 3 clusters Score -1.333545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -13335451.000000 Penalty: 5771.412598
	Iteration 103Q: 3 clusters Score -1.333545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -13335445.000000 Penalty: 5771.412598
	Iteration 104Q: 3 clusters Score -1.333544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -13335454.000000 Penalty: 5771.412598
	Iteration 105Q: 3 clusters Score -1.333545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -13335452.000000 Penalty: 5771.412598
	Iteration 106Q: 3 clusters Score -1.333545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -13335452.000000 Penalty: 5771.412598
	Iteration 107Q: 3 clusters Score -1.333545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -13335450.000000 Penalty: 5771.412598
	Iteration 108Q: 3 clusters Score -1.333545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -13335458.000000 Penalty: 5771.412598
	Iteration 109Q: 3 clusters Score -1.333546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -13335451.000000 Penalty: 5771.412598
	Iteration 110Q: 3 clusters Score -1.333545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -13335450.000000 Penalty: 5771.412598
	Iteration 111Q: 3 clusters Score -1.333545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -13335443.000000 Penalty: 5771.412598
	Iteration 112Q: 3 clusters Score -1.333544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -13335442.000000 Penalty: 5771.412598
	Iteration 113Q: 3 clusters Score -1.333544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -13335452.000000 Penalty: 5771.412598
	Iteration 114Q: 3 clusters Score -1.333545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -13335444.000000 Penalty: 5771.412598
	Iteration 115Q: 3 clusters Score -1.333544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -13335446.000000 Penalty: 5771.412598
	Iteration 116Q: 3 clusters Score -1.333545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -13335446.000000 Penalty: 5771.412598
	Iteration 117F: 3 clusters Score -1.333545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 234990 members 
Mstep: Class 3 contains 167304 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 101296 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 161971 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 99745 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 145041 members 
Mstep: Class 14 contains 112602 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 41590 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 19693 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 103129 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 169038 members 
Mstep: Class 26 contains 69535 members 
Mstep: Class 27 contains 31713 members 
Mstep: Class 28 contains 28464 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 84914 members 
Entering Unmasked Estep 
Score: -205546784.000000 Penalty: 107098.679688
Splitting cluster 16 changes total score from -205539328.000000 to -205546784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1304433.625000 Penalty: 2322.761963
	Iteration 0F: 2 clusters Score -1304434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1295701.250000 Penalty: 4645.523926
	Iteration 0F: 3 clusters Score -1295701 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1298765.500000 Penalty: 4645.523926
	Iteration 1F: 3 clusters Score -1298766 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1299369.375000 Penalty: 4645.523926
	Iteration 2F: 3 clusters Score -1299369 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1299898.000000 Penalty: 4645.523926
	Iteration 3F: 3 clusters Score -1299898 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1300367.125000 Penalty: 4645.523926
	Iteration 4F: 3 clusters Score -1300367 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1300716.375000 Penalty: 4645.523926
	Iteration 5F: 3 clusters Score -1300716 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1300980.750000 Penalty: 4645.523926
	Iteration 6Q: 3 clusters Score -1300981 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1301199.000000 Penalty: 4645.523926
	Iteration 7Q: 3 clusters Score -1301199 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1301394.625000 Penalty: 4645.523926
	Iteration 8Q: 3 clusters Score -1301395 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1301586.250000 Penalty: 4645.523926
	Iteration 9Q: 3 clusters Score -1301586 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1301745.500000 Penalty: 4645.523926
	Iteration 10Q: 3 clusters Score -1301746 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1301883.625000 Penalty: 4645.523926
	Iteration 11Q: 3 clusters Score -1301884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1301998.875000 Penalty: 4645.523926
	Iteration 12Q: 3 clusters Score -1301999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1302099.250000 Penalty: 4645.523926
	Iteration 13Q: 3 clusters Score -1302099 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1302160.750000 Penalty: 4645.523926
	Iteration 14Q: 3 clusters Score -1302161 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1302209.000000 Penalty: 4645.523926
	Iteration 15Q: 3 clusters Score -1302209 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1302241.125000 Penalty: 4645.523926
	Iteration 16Q: 3 clusters Score -1302241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1302272.125000 Penalty: 4645.523926
	Iteration 17Q: 3 clusters Score -1302272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1302293.000000 Penalty: 4645.523926
	Iteration 18Q: 3 clusters Score -1302293 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1302316.875000 Penalty: 4645.523926
	Iteration 19Q: 3 clusters Score -1302317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1302330.750000 Penalty: 4645.523926
	Iteration 20F: 3 clusters Score -1302331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1302343.500000 Penalty: 4645.523926
	Iteration 21Q: 3 clusters Score -1302344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1302354.375000 Penalty: 4645.523926
	Iteration 22Q: 3 clusters Score -1302354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1302367.000000 Penalty: 4645.523926
	Iteration 23Q: 3 clusters Score -1302367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1302369.750000 Penalty: 4645.523926
	Iteration 24Q: 3 clusters Score -1302370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1302375.875000 Penalty: 4645.523926
	Iteration 25Q: 3 clusters Score -1302376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1302382.375000 Penalty: 4645.523926
	Iteration 26Q: 3 clusters Score -1302382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1302386.375000 Penalty: 4645.523926
	Iteration 27Q: 3 clusters Score -1302386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1302387.125000 Penalty: 4645.523926
	Iteration 28Q: 3 clusters Score -1302387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1302396.875000 Penalty: 4645.523926
	Iteration 29Q: 3 clusters Score -1302397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1302401.500000 Penalty: 4645.523926
	Iteration 30Q: 3 clusters Score -1302402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1302409.000000 Penalty: 4645.523926
	Iteration 31Q: 3 clusters Score -1302409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1302412.250000 Penalty: 4645.523926
	Iteration 32Q: 3 clusters Score -1302412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1302411.500000 Penalty: 4645.523926
	Iteration 33Q: 3 clusters Score -1302412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1302417.375000 Penalty: 4645.523926
	Iteration 34Q: 3 clusters Score -1302417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1302424.125000 Penalty: 4645.523926
	Iteration 35Q: 3 clusters Score -1302424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1302429.000000 Penalty: 4645.523926
	Iteration 36Q: 3 clusters Score -1302429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1302437.375000 Penalty: 4645.523926
	Iteration 37Q: 3 clusters Score -1302437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1302451.000000 Penalty: 4645.523926
	Iteration 38Q: 3 clusters Score -1302451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1302463.250000 Penalty: 4645.523926
	Iteration 39Q: 3 clusters Score -1302463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1302481.000000 Penalty: 4645.523926
	Iteration 40F: 3 clusters Score -1302481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1302493.875000 Penalty: 4645.523926
	Iteration 41Q: 3 clusters Score -1302494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1302504.375000 Penalty: 4645.523926
	Iteration 42Q: 3 clusters Score -1302504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1302515.625000 Penalty: 4645.523926
	Iteration 43Q: 3 clusters Score -1302516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1302524.875000 Penalty: 4645.523926
	Iteration 44Q: 3 clusters Score -1302525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1302533.500000 Penalty: 4645.523926
	Iteration 45Q: 3 clusters Score -1302534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1302538.000000 Penalty: 4645.523926
	Iteration 46Q: 3 clusters Score -1302538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1302548.375000 Penalty: 4645.523926
	Iteration 47Q: 3 clusters Score -1302548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1302547.375000 Penalty: 4645.523926
	Iteration 48Q: 3 clusters Score -1302547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1302556.000000 Penalty: 4645.523926
	Iteration 49Q: 3 clusters Score -1302556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1302559.625000 Penalty: 4645.523926
	Iteration 50Q: 3 clusters Score -1302560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1302561.000000 Penalty: 4645.523926
	Iteration 51Q: 3 clusters Score -1302561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1302565.875000 Penalty: 4645.523926
	Iteration 52Q: 3 clusters Score -1302566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1302565.500000 Penalty: 4645.523926
	Iteration 53Q: 3 clusters Score -1302566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1302567.000000 Penalty: 4645.523926
	Iteration 54Q: 3 clusters Score -1302567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1302569.625000 Penalty: 4645.523926
	Iteration 55Q: 3 clusters Score -1302570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1302575.875000 Penalty: 4645.523926
	Iteration 56Q: 3 clusters Score -1302576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1302575.750000 Penalty: 4645.523926
	Iteration 57Q: 3 clusters Score -1302576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1302577.000000 Penalty: 4645.523926
	Iteration 58Q: 3 clusters Score -1302577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1302575.125000 Penalty: 4645.523926
	Iteration 59Q: 3 clusters Score -1302575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1302578.875000 Penalty: 4645.523926
	Iteration 60F: 3 clusters Score -1302579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1302583.125000 Penalty: 4645.523926
	Iteration 61Q: 3 clusters Score -1302583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1302584.375000 Penalty: 4645.523926
	Iteration 62Q: 3 clusters Score -1302584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1302584.000000 Penalty: 4645.523926
	Iteration 63Q: 3 clusters Score -1302584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1302587.000000 Penalty: 4645.523926
	Iteration 64Q: 3 clusters Score -1302587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1302585.125000 Penalty: 4645.523926
	Iteration 65Q: 3 clusters Score -1302585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1302587.250000 Penalty: 4645.523926
	Iteration 66Q: 3 clusters Score -1302587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1302595.250000 Penalty: 4645.523926
	Iteration 67Q: 3 clusters Score -1302595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1302596.000000 Penalty: 4645.523926
	Iteration 68Q: 3 clusters Score -1302596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1302598.250000 Penalty: 4645.523926
	Iteration 69Q: 3 clusters Score -1302598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1302599.625000 Penalty: 4645.523926
	Iteration 70Q: 3 clusters Score -1302600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1302605.625000 Penalty: 4645.523926
	Iteration 71Q: 3 clusters Score -1302606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1302606.625000 Penalty: 4645.523926
	Iteration 72Q: 3 clusters Score -1302607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1302611.375000 Penalty: 4645.523926
	Iteration 73Q: 3 clusters Score -1302611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1302613.000000 Penalty: 4645.523926
	Iteration 74Q: 3 clusters Score -1302613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1302617.000000 Penalty: 4645.523926
	Iteration 75Q: 3 clusters Score -1302617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1302619.875000 Penalty: 4645.523926
	Iteration 76Q: 3 clusters Score -1302620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1302626.500000 Penalty: 4645.523926
	Iteration 77Q: 3 clusters Score -1302626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1302629.250000 Penalty: 4645.523926
	Iteration 78Q: 3 clusters Score -1302629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1302626.000000 Penalty: 4645.523926
	Iteration 79Q: 3 clusters Score -1302626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1302633.875000 Penalty: 4645.523926
	Iteration 80F: 3 clusters Score -1302634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1302632.875000 Penalty: 4645.523926
	Iteration 81Q: 3 clusters Score -1302633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1302633.500000 Penalty: 4645.523926
	Iteration 82Q: 3 clusters Score -1302634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1302636.500000 Penalty: 4645.523926
	Iteration 83Q: 3 clusters Score -1302636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1302638.625000 Penalty: 4645.523926
	Iteration 84Q: 3 clusters Score -1302639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1302635.250000 Penalty: 4645.523926
	Iteration 85Q: 3 clusters Score -1302635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1302636.625000 Penalty: 4645.523926
	Iteration 86Q: 3 clusters Score -1302637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1302642.375000 Penalty: 4645.523926
	Iteration 87Q: 3 clusters Score -1302642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1302644.875000 Penalty: 4645.523926
	Iteration 88Q: 3 clusters Score -1302645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1302648.000000 Penalty: 4645.523926
	Iteration 89Q: 3 clusters Score -1302648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1302648.375000 Penalty: 4645.523926
	Iteration 90Q: 3 clusters Score -1302648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1302648.875000 Penalty: 4645.523926
	Iteration 91Q: 3 clusters Score -1302649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1302651.750000 Penalty: 4645.523926
	Iteration 92Q: 3 clusters Score -1302652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1302652.625000 Penalty: 4645.523926
	Iteration 93Q: 3 clusters Score -1302653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1302655.375000 Penalty: 4645.523926
	Iteration 94Q: 3 clusters Score -1302655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1302655.375000 Penalty: 4645.523926
	Iteration 95Q: 3 clusters Score -1302655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1302656.875000 Penalty: 4645.523926
	Iteration 96Q: 3 clusters Score -1302657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1302658.875000 Penalty: 4645.523926
	Iteration 97Q: 3 clusters Score -1302659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1302661.000000 Penalty: 4645.523926
	Iteration 98Q: 3 clusters Score -1302661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1302664.625000 Penalty: 4645.523926
	Iteration 99Q: 3 clusters Score -1302665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1302662.625000 Penalty: 4645.523926
	Iteration 100F: 3 clusters Score -1302663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1302660.875000 Penalty: 4645.523926
	Iteration 101Q: 3 clusters Score -1302661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1302662.500000 Penalty: 4645.523926
	Iteration 102Q: 3 clusters Score -1302662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1302662.625000 Penalty: 4645.523926
	Iteration 103Q: 3 clusters Score -1302663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1302662.750000 Penalty: 4645.523926
	Iteration 104Q: 3 clusters Score -1302663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1302662.375000 Penalty: 4645.523926
	Iteration 105Q: 3 clusters Score -1302662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1302663.625000 Penalty: 4645.523926
	Iteration 106Q: 3 clusters Score -1302664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1302663.625000 Penalty: 4645.523926
	Iteration 107F: 3 clusters Score -1302664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Entering Unmasked Estep 
Score: -4607244.500000 Penalty: 2637.632568
	Iteration 0F: 2 clusters Score -4607244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4579123.500000 Penalty: 5275.265137
	Iteration 0F: 3 clusters Score -4579124 nChanged 19033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4590306.500000 Penalty: 5275.265137
	Iteration 1F: 3 clusters Score -4590306 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -4591589.000000 Penalty: 5275.265137
	Iteration 2F: 3 clusters Score -4591589 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4592956.500000 Penalty: 5275.265137
	Iteration 3F: 3 clusters Score -4592956 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4594280.500000 Penalty: 5275.265137
	Iteration 4F: 3 clusters Score -4594280 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4595634.000000 Penalty: 5275.265137
	Iteration 5F: 3 clusters Score -4595634 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4597067.000000 Penalty: 5275.265137
	Iteration 6F: 3 clusters Score -4597067 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4598587.500000 Penalty: 5275.265137
	Iteration 7F: 3 clusters Score -4598588 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4600064.000000 Penalty: 5275.265137
	Iteration 8F: 3 clusters Score -4600064 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4601165.000000 Penalty: 5275.265137
	Iteration 9Q: 3 clusters Score -4601165 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4602034.000000 Penalty: 5275.265137
	Iteration 10Q: 3 clusters Score -4602034 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -4602803.000000 Penalty: 5275.265137
	Iteration 11Q: 3 clusters Score -4602803 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4603426.500000 Penalty: 5275.265137
	Iteration 12Q: 3 clusters Score -4603426 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4603935.500000 Penalty: 5275.265137
	Iteration 13Q: 3 clusters Score -4603936 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4604223.500000 Penalty: 5275.265137
	Iteration 14Q: 3 clusters Score -4604224 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4604409.500000 Penalty: 5275.265137
	Iteration 15Q: 3 clusters Score -4604410 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4604551.500000 Penalty: 5275.265137
	Iteration 16Q: 3 clusters Score -4604552 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4604636.500000 Penalty: 5275.265137
	Iteration 17Q: 3 clusters Score -4604636 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4604695.000000 Penalty: 5275.265137
	Iteration 18Q: 3 clusters Score -4604695 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4604727.000000 Penalty: 5275.265137
	Iteration 19Q: 3 clusters Score -4604727 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -4604808.500000 Penalty: 5275.265137
	Iteration 20F: 3 clusters Score -4604808 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4604849.500000 Penalty: 5275.265137
	Iteration 21Q: 3 clusters Score -4604850 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4604884.000000 Penalty: 5275.265137
	Iteration 22Q: 3 clusters Score -4604884 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4604925.000000 Penalty: 5275.265137
	Iteration 23Q: 3 clusters Score -4604925 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4604959.000000 Penalty: 5275.265137
	Iteration 24Q: 3 clusters Score -4604959 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4604967.500000 Penalty: 5275.265137
	Iteration 25Q: 3 clusters Score -4604968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4604982.500000 Penalty: 5275.265137
	Iteration 26Q: 3 clusters Score -4604982 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4605009.500000 Penalty: 5275.265137
	Iteration 27Q: 3 clusters Score -4605010 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4605019.500000 Penalty: 5275.265137
	Iteration 28Q: 3 clusters Score -4605020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4605024.000000 Penalty: 5275.265137
	Iteration 29Q: 3 clusters Score -4605024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4605023.500000 Penalty: 5275.265137
	Iteration 30Q: 3 clusters Score -4605024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4605034.000000 Penalty: 5275.265137
	Iteration 31Q: 3 clusters Score -4605034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4605051.000000 Penalty: 5275.265137
	Iteration 32Q: 3 clusters Score -4605051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4605064.500000 Penalty: 5275.265137
	Iteration 33Q: 3 clusters Score -4605064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4605082.000000 Penalty: 5275.265137
	Iteration 34Q: 3 clusters Score -4605082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4605072.000000 Penalty: 5275.265137
	Iteration 35Q: 3 clusters Score -4605072 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4605080.500000 Penalty: 5275.265137
	Iteration 36Q: 3 clusters Score -4605080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4605090.500000 Penalty: 5275.265137
	Iteration 37Q: 3 clusters Score -4605090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4605103.000000 Penalty: 5275.265137
	Iteration 38Q: 3 clusters Score -4605103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4605123.500000 Penalty: 5275.265137
	Iteration 39Q: 3 clusters Score -4605124 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4605144.000000 Penalty: 5275.265137
	Iteration 40F: 3 clusters Score -4605144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4605158.000000 Penalty: 5275.265137
	Iteration 41Q: 3 clusters Score -4605158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4605188.500000 Penalty: 5275.265137
	Iteration 42Q: 3 clusters Score -4605188 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4605198.000000 Penalty: 5275.265137
	Iteration 43Q: 3 clusters Score -4605198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4605209.000000 Penalty: 5275.265137
	Iteration 44Q: 3 clusters Score -4605209 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -4605225.000000 Penalty: 5275.265137
	Iteration 45Q: 3 clusters Score -4605225 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4605256.000000 Penalty: 5275.265137
	Iteration 46Q: 3 clusters Score -4605256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4605286.000000 Penalty: 5275.265137
	Iteration 47Q: 3 clusters Score -4605286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4605319.500000 Penalty: 5275.265137
	Iteration 48Q: 3 clusters Score -4605320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4605356.500000 Penalty: 5275.265137
	Iteration 49Q: 3 clusters Score -4605356 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4605391.500000 Penalty: 5275.265137
	Iteration 50Q: 3 clusters Score -4605392 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4605422.000000 Penalty: 5275.265137
	Iteration 51Q: 3 clusters Score -4605422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4605460.500000 Penalty: 5275.265137
	Iteration 52Q: 3 clusters Score -4605460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4605500.000000 Penalty: 5275.265137
	Iteration 53Q: 3 clusters Score -4605500 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4605562.500000 Penalty: 5275.265137
	Iteration 54Q: 3 clusters Score -4605562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4605635.000000 Penalty: 5275.265137
	Iteration 55Q: 3 clusters Score -4605635 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4605667.500000 Penalty: 5275.265137
	Iteration 56Q: 3 clusters Score -4605668 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4605725.000000 Penalty: 5275.265137
	Iteration 57Q: 3 clusters Score -4605725 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4605766.500000 Penalty: 5275.265137
	Iteration 58Q: 3 clusters Score -4605766 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -4605803.000000 Penalty: 5275.265137
	Iteration 59Q: 3 clusters Score -4605803 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4605801.000000 Penalty: 5275.265137
	Iteration 60F: 3 clusters Score -4605801 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4605797.000000 Penalty: 5275.265137
	Iteration 61Q: 3 clusters Score -4605797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4605827.000000 Penalty: 5275.265137
	Iteration 62Q: 3 clusters Score -4605827 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4605854.500000 Penalty: 5275.265137
	Iteration 63Q: 3 clusters Score -4605854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4605888.000000 Penalty: 5275.265137
	Iteration 64Q: 3 clusters Score -4605888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4605912.500000 Penalty: 5275.265137
	Iteration 65Q: 3 clusters Score -4605912 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4605924.500000 Penalty: 5275.265137
	Iteration 66Q: 3 clusters Score -4605924 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -4605939.500000 Penalty: 5275.265137
	Iteration 67Q: 3 clusters Score -4605940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4605961.500000 Penalty: 5275.265137
	Iteration 68Q: 3 clusters Score -4605962 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -4605976.000000 Penalty: 5275.265137
	Iteration 69Q: 3 clusters Score -4605976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -4605982.500000 Penalty: 5275.265137
	Iteration 70Q: 3 clusters Score -4605982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -4606006.500000 Penalty: 5275.265137
	Iteration 71Q: 3 clusters Score -4606006 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4605996.500000 Penalty: 5275.265137
	Iteration 72Q: 3 clusters Score -4605996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4606013.000000 Penalty: 5275.265137
	Iteration 73Q: 3 clusters Score -4606013 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -4606032.000000 Penalty: 5275.265137
	Iteration 74Q: 3 clusters Score -4606032 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4606051.000000 Penalty: 5275.265137
	Iteration 75Q: 3 clusters Score -4606051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -4606059.000000 Penalty: 5275.265137
	Iteration 76Q: 3 clusters Score -4606059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -4606066.000000 Penalty: 5275.265137
	Iteration 77Q: 3 clusters Score -4606066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -4606076.000000 Penalty: 5275.265137
	Iteration 78Q: 3 clusters Score -4606076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4606091.000000 Penalty: 5275.265137
	Iteration 79Q: 3 clusters Score -4606091 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -4606085.000000 Penalty: 5275.265137
	Iteration 80F: 3 clusters Score -4606085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4606094.500000 Penalty: 5275.265137
	Iteration 81Q: 3 clusters Score -4606094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4606099.000000 Penalty: 5275.265137
	Iteration 82Q: 3 clusters Score -4606099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4606100.000000 Penalty: 5275.265137
	Iteration 83Q: 3 clusters Score -4606100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4606112.500000 Penalty: 5275.265137
	Iteration 84Q: 3 clusters Score -4606112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4606113.000000 Penalty: 5275.265137
	Iteration 85Q: 3 clusters Score -4606113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4606126.000000 Penalty: 5275.265137
	Iteration 86Q: 3 clusters Score -4606126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4606131.500000 Penalty: 5275.265137
	Iteration 87Q: 3 clusters Score -4606132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4606137.500000 Penalty: 5275.265137
	Iteration 88Q: 3 clusters Score -4606138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4606145.500000 Penalty: 5275.265137
	Iteration 89Q: 3 clusters Score -4606146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -4606149.500000 Penalty: 5275.265137
	Iteration 90Q: 3 clusters Score -4606150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4606147.000000 Penalty: 5275.265137
	Iteration 91Q: 3 clusters Score -4606147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4606145.000000 Penalty: 5275.265137
	Iteration 92Q: 3 clusters Score -4606145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -4606140.500000 Penalty: 5275.265137
	Iteration 93Q: 3 clusters Score -4606140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -4606145.000000 Penalty: 5275.265137
	Iteration 94Q: 3 clusters Score -4606145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4606142.500000 Penalty: 5275.265137
	Iteration 95Q: 3 clusters Score -4606142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4606144.500000 Penalty: 5275.265137
	Iteration 96Q: 3 clusters Score -4606144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4606165.000000 Penalty: 5275.265137
	Iteration 97Q: 3 clusters Score -4606165 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4606174.500000 Penalty: 5275.265137
	Iteration 98Q: 3 clusters Score -4606174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -4606160.500000 Penalty: 5275.265137
	Iteration 99Q: 3 clusters Score -4606160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4606164.000000 Penalty: 5275.265137
	Iteration 100F: 3 clusters Score -4606164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -4606184.500000 Penalty: 5275.265137
	Iteration 101Q: 3 clusters Score -4606184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4606194.500000 Penalty: 5275.265137
	Iteration 102Q: 3 clusters Score -4606194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -4606200.500000 Penalty: 5275.265137
	Iteration 103Q: 3 clusters Score -4606200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4606205.000000 Penalty: 5275.265137
	Iteration 104Q: 3 clusters Score -4606205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4606205.000000 Penalty: 5275.265137
	Iteration 105Q: 3 clusters Score -4606205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4606223.500000 Penalty: 5275.265137
	Iteration 106Q: 3 clusters Score -4606224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4606210.500000 Penalty: 5275.265137
	Iteration 107Q: 3 clusters Score -4606210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -4606200.000000 Penalty: 5275.265137
	Iteration 108Q: 3 clusters Score -4606200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4606206.000000 Penalty: 5275.265137
	Iteration 109Q: 3 clusters Score -4606206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4606216.000000 Penalty: 5275.265137
	Iteration 110Q: 3 clusters Score -4606216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4606212.500000 Penalty: 5275.265137
	Iteration 111Q: 3 clusters Score -4606212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -4606224.500000 Penalty: 5275.265137
	Iteration 112Q: 3 clusters Score -4606224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4606215.500000 Penalty: 5275.265137
	Iteration 113Q: 3 clusters Score -4606216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4606215.500000 Penalty: 5275.265137
	Iteration 114Q: 3 clusters Score -4606216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -4606223.000000 Penalty: 5275.265137
	Iteration 115Q: 3 clusters Score -4606223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4606223.000000 Penalty: 5275.265137
	Iteration 116Q: 3 clusters Score -4606223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4606222.000000 Penalty: 5275.265137
	Iteration 117Q: 3 clusters Score -4606222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -4606223.000000 Penalty: 5275.265137
	Iteration 118Q: 3 clusters Score -4606223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4606222.000000 Penalty: 5275.265137
	Iteration 119Q: 3 clusters Score -4606222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4606225.500000 Penalty: 5275.265137
	Iteration 120F: 3 clusters Score -4606226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4606229.000000 Penalty: 5275.265137
	Iteration 121Q: 3 clusters Score -4606229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4606226.500000 Penalty: 5275.265137
	Iteration 122Q: 3 clusters Score -4606226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4606223.000000 Penalty: 5275.265137
	Iteration 123Q: 3 clusters Score -4606223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4606233.000000 Penalty: 5275.265137
	Iteration 124Q: 3 clusters Score -4606233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4606233.000000 Penalty: 5275.265137
	Iteration 125Q: 3 clusters Score -4606233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4606232.500000 Penalty: 5275.265137
	Iteration 126Q: 3 clusters Score -4606232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -4606232.000000 Penalty: 5275.265137
	Iteration 127Q: 3 clusters Score -4606232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4606230.000000 Penalty: 5275.265137
	Iteration 128Q: 3 clusters Score -4606230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4606233.500000 Penalty: 5275.265137
	Iteration 129Q: 3 clusters Score -4606234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -4606234.500000 Penalty: 5275.265137
	Iteration 130Q: 3 clusters Score -4606234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4606237.000000 Penalty: 5275.265137
	Iteration 131Q: 3 clusters Score -4606237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4606234.500000 Penalty: 5275.265137
	Iteration 132Q: 3 clusters Score -4606234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4606233.000000 Penalty: 5275.265137
	Iteration 133Q: 3 clusters Score -4606233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4606229.500000 Penalty: 5275.265137
	Iteration 134Q: 3 clusters Score -4606230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -4606223.500000 Penalty: 5275.265137
	Iteration 135Q: 3 clusters Score -4606224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -4606217.500000 Penalty: 5275.265137
	Iteration 136Q: 3 clusters Score -4606218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4606216.000000 Penalty: 5275.265137
	Iteration 137Q: 3 clusters Score -4606216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -4606225.000000 Penalty: 5275.265137
	Iteration 138Q: 3 clusters Score -4606225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4606231.500000 Penalty: 5275.265137
	Iteration 139Q: 3 clusters Score -4606232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4606234.500000 Penalty: 5275.265137
	Iteration 140F: 3 clusters Score -4606234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4606231.000000 Penalty: 5275.265137
	Iteration 141Q: 3 clusters Score -4606231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4606226.000000 Penalty: 5275.265137
	Iteration 142Q: 3 clusters Score -4606226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4606229.500000 Penalty: 5275.265137
	Iteration 143Q: 3 clusters Score -4606230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4606227.500000 Penalty: 5275.265137
	Iteration 144Q: 3 clusters Score -4606228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -4606233.500000 Penalty: 5275.265137
	Iteration 145Q: 3 clusters Score -4606234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4606229.000000 Penalty: 5275.265137
	Iteration 146Q: 3 clusters Score -4606229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4606233.000000 Penalty: 5275.265137
	Iteration 147Q: 3 clusters Score -4606233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -4606235.500000 Penalty: 5275.265137
	Iteration 148Q: 3 clusters Score -4606236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4606238.500000 Penalty: 5275.265137
	Iteration 149Q: 3 clusters Score -4606238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4606240.500000 Penalty: 5275.265137
	Iteration 150Q: 3 clusters Score -4606240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4606240.000000 Penalty: 5275.265137
	Iteration 151Q: 3 clusters Score -4606240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4606238.000000 Penalty: 5275.265137
	Iteration 152Q: 3 clusters Score -4606238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -4606244.500000 Penalty: 5275.265137
	Iteration 153Q: 3 clusters Score -4606244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -4606237.500000 Penalty: 5275.265137
	Iteration 154Q: 3 clusters Score -4606238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4606238.500000 Penalty: 5275.265137
	Iteration 155Q: 3 clusters Score -4606238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4606245.500000 Penalty: 5275.265137
	Iteration 156Q: 3 clusters Score -4606246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4606245.000000 Penalty: 5275.265137
	Iteration 157Q: 3 clusters Score -4606245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4606242.000000 Penalty: 5275.265137
	Iteration 158Q: 3 clusters Score -4606242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4606242.000000 Penalty: 5275.265137
	Iteration 159Q: 3 clusters Score -4606242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4606237.500000 Penalty: 5275.265137
	Iteration 160F: 3 clusters Score -4606238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4606238.000000 Penalty: 5275.265137
	Iteration 161Q: 3 clusters Score -4606238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4606234.000000 Penalty: 5275.265137
	Iteration 162Q: 3 clusters Score -4606234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4606231.000000 Penalty: 5275.265137
	Iteration 163Q: 3 clusters Score -4606231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4606231.500000 Penalty: 5275.265137
	Iteration 164Q: 3 clusters Score -4606232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4606230.000000 Penalty: 5275.265137
	Iteration 165Q: 3 clusters Score -4606230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -4606231.500000 Penalty: 5275.265137
	Iteration 166Q: 3 clusters Score -4606232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4606231.500000 Penalty: 5275.265137
	Iteration 167Q: 3 clusters Score -4606232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4606232.000000 Penalty: 5275.265137
	Iteration 168Q: 3 clusters Score -4606232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4606230.000000 Penalty: 5275.265137
	Iteration 169Q: 3 clusters Score -4606230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4606231.500000 Penalty: 5275.265137
	Iteration 170Q: 3 clusters Score -4606232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4606237.000000 Penalty: 5275.265137
	Iteration 171Q: 3 clusters Score -4606237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4606235.000000 Penalty: 5275.265137
	Iteration 172Q: 3 clusters Score -4606235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4606245.500000 Penalty: 5275.265137
	Iteration 173Q: 3 clusters Score -4606246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -4606245.500000 Penalty: 5275.265137
	Iteration 174Q: 3 clusters Score -4606246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4606244.500000 Penalty: 5275.265137
	Iteration 175Q: 3 clusters Score -4606244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4606243.000000 Penalty: 5275.265137
	Iteration 176Q: 3 clusters Score -4606243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4606238.500000 Penalty: 5275.265137
	Iteration 177Q: 3 clusters Score -4606238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4606249.000000 Penalty: 5275.265137
	Iteration 178Q: 3 clusters Score -4606249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4606243.500000 Penalty: 5275.265137
	Iteration 179Q: 3 clusters Score -4606244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -4606242.500000 Penalty: 5275.265137
	Iteration 180F: 3 clusters Score -4606242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4606243.500000 Penalty: 5275.265137
	Iteration 181Q: 3 clusters Score -4606244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4606249.500000 Penalty: 5275.265137
	Iteration 182Q: 3 clusters Score -4606250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4606243.500000 Penalty: 5275.265137
	Iteration 183Q: 3 clusters Score -4606244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4606241.500000 Penalty: 5275.265137
	Iteration 184Q: 3 clusters Score -4606242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4606240.000000 Penalty: 5275.265137
	Iteration 185Q: 3 clusters Score -4606240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4606244.500000 Penalty: 5275.265137
	Iteration 186Q: 3 clusters Score -4606244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4606246.500000 Penalty: 5275.265137
	Iteration 187Q: 3 clusters Score -4606246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4606243.500000 Penalty: 5275.265137
	Iteration 188Q: 3 clusters Score -4606244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4606244.000000 Penalty: 5275.265137
	Iteration 189Q: 3 clusters Score -4606244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4606242.000000 Penalty: 5275.265137
	Iteration 190Q: 3 clusters Score -4606242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4606245.500000 Penalty: 5275.265137
	Iteration 191Q: 3 clusters Score -4606246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4606246.000000 Penalty: 5275.265137
	Iteration 192Q: 3 clusters Score -4606246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -4606252.000000 Penalty: 5275.265137
	Iteration 193Q: 3 clusters Score -4606252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4606264.000000 Penalty: 5275.265137
	Iteration 194Q: 3 clusters Score -4606264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -4606254.500000 Penalty: 5275.265137
	Iteration 195Q: 3 clusters Score -4606254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4606254.000000 Penalty: 5275.265137
	Iteration 196Q: 3 clusters Score -4606254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4606257.500000 Penalty: 5275.265137
	Iteration 197Q: 3 clusters Score -4606258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4606252.500000 Penalty: 5275.265137
	Iteration 198Q: 3 clusters Score -4606252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4606254.000000 Penalty: 5275.265137
	Iteration 199Q: 3 clusters Score -4606254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4606258.500000 Penalty: 5275.265137
	Iteration 200F: 3 clusters Score -4606258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -4606254.000000 Penalty: 5275.265137
	Iteration 201Q: 3 clusters Score -4606254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4606260.000000 Penalty: 5275.265137
	Iteration 202Q: 3 clusters Score -4606260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4606264.000000 Penalty: 5275.265137
	Iteration 203Q: 3 clusters Score -4606264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -4606262.000000 Penalty: 5275.265137
	Iteration 204Q: 3 clusters Score -4606262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -4606260.500000 Penalty: 5275.265137
	Iteration 205Q: 3 clusters Score -4606260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -4606263.500000 Penalty: 5275.265137
	Iteration 206Q: 3 clusters Score -4606264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -4606260.000000 Penalty: 5275.265137
	Iteration 207Q: 3 clusters Score -4606260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4606266.000000 Penalty: 5275.265137
	Iteration 208Q: 3 clusters Score -4606266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4606267.000000 Penalty: 5275.265137
	Iteration 209Q: 3 clusters Score -4606267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4606266.500000 Penalty: 5275.265137
	Iteration 210Q: 3 clusters Score -4606266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4606270.500000 Penalty: 5275.265137
	Iteration 211Q: 3 clusters Score -4606270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -4606266.500000 Penalty: 5275.265137
	Iteration 212Q: 3 clusters Score -4606266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4606270.500000 Penalty: 5275.265137
	Iteration 213Q: 3 clusters Score -4606270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4606274.500000 Penalty: 5275.265137
	Iteration 214Q: 3 clusters Score -4606274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4606275.500000 Penalty: 5275.265137
	Iteration 215Q: 3 clusters Score -4606276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4606276.500000 Penalty: 5275.265137
	Iteration 216Q: 3 clusters Score -4606276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -4606277.000000 Penalty: 5275.265137
	Iteration 217Q: 3 clusters Score -4606277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -4606276.500000 Penalty: 5275.265137
	Iteration 218Q: 3 clusters Score -4606276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -4606275.000000 Penalty: 5275.265137
	Iteration 219Q: 3 clusters Score -4606275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4606270.000000 Penalty: 5275.265137
	Iteration 220F: 3 clusters Score -4606270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4606273.500000 Penalty: 5275.265137
	Iteration 221Q: 3 clusters Score -4606274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4606272.500000 Penalty: 5275.265137
	Iteration 222Q: 3 clusters Score -4606272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4606272.500000 Penalty: 5275.265137
	Iteration 223Q: 3 clusters Score -4606272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -4606276.000000 Penalty: 5275.265137
	Iteration 224Q: 3 clusters Score -4606276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4606277.000000 Penalty: 5275.265137
	Iteration 225Q: 3 clusters Score -4606277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4606282.500000 Penalty: 5275.265137
	Iteration 226Q: 3 clusters Score -4606282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4606276.000000 Penalty: 5275.265137
	Iteration 227Q: 3 clusters Score -4606276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -4606287.500000 Penalty: 5275.265137
	Iteration 228Q: 3 clusters Score -4606288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4606279.500000 Penalty: 5275.265137
	Iteration 229Q: 3 clusters Score -4606280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4606280.500000 Penalty: 5275.265137
	Iteration 230Q: 3 clusters Score -4606280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4606267.000000 Penalty: 5275.265137
	Iteration 231Q: 3 clusters Score -4606267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4606271.000000 Penalty: 5275.265137
	Iteration 232Q: 3 clusters Score -4606271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4606273.000000 Penalty: 5275.265137
	Iteration 233Q: 3 clusters Score -4606273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4606267.500000 Penalty: 5275.265137
	Iteration 234Q: 3 clusters Score -4606268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4606267.000000 Penalty: 5275.265137
	Iteration 235Q: 3 clusters Score -4606267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4606272.000000 Penalty: 5275.265137
	Iteration 236Q: 3 clusters Score -4606272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4606272.000000 Penalty: 5275.265137
	Iteration 237Q: 3 clusters Score -4606272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4606273.000000 Penalty: 5275.265137
	Iteration 238Q: 3 clusters Score -4606273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4606287.000000 Penalty: 5275.265137
	Iteration 239Q: 3 clusters Score -4606287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4606282.000000 Penalty: 5275.265137
	Iteration 240F: 3 clusters Score -4606282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4606273.500000 Penalty: 5275.265137
	Iteration 241Q: 3 clusters Score -4606274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4606283.500000 Penalty: 5275.265137
	Iteration 242Q: 3 clusters Score -4606284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4606285.000000 Penalty: 5275.265137
	Iteration 243Q: 3 clusters Score -4606285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4606276.000000 Penalty: 5275.265137
	Iteration 244Q: 3 clusters Score -4606276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4606276.500000 Penalty: 5275.265137
	Iteration 245Q: 3 clusters Score -4606276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4606274.000000 Penalty: 5275.265137
	Iteration 246Q: 3 clusters Score -4606274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4606274.500000 Penalty: 5275.265137
	Iteration 247Q: 3 clusters Score -4606274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4606278.500000 Penalty: 5275.265137
	Iteration 248Q: 3 clusters Score -4606278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4606275.500000 Penalty: 5275.265137
	Iteration 249Q: 3 clusters Score -4606276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4606275.500000 Penalty: 5275.265137
	Iteration 250Q: 3 clusters Score -4606276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -4606275.500000 Penalty: 5275.265137
	Iteration 251F: 3 clusters Score -4606276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Entering Unmasked Estep 
Score: -1896319.750000 Penalty: 2409.929688
	Iteration 0F: 2 clusters Score -1896320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1884435.000000 Penalty: 4819.859375
	Iteration 0F: 3 clusters Score -1884435 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1888351.375000 Penalty: 4819.859375
	Iteration 1F: 3 clusters Score -1888351 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1888905.250000 Penalty: 4819.859375
	Iteration 2F: 3 clusters Score -1888905 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1889479.375000 Penalty: 4819.859375
	Iteration 3F: 3 clusters Score -1889479 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1890125.125000 Penalty: 4819.859375
	Iteration 4F: 3 clusters Score -1890125 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1890845.000000 Penalty: 4819.859375
	Iteration 5F: 3 clusters Score -1890845 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1891645.875000 Penalty: 4819.859375
	Iteration 6F: 3 clusters Score -1891646 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1892383.750000 Penalty: 4819.859375
	Iteration 7F: 3 clusters Score -1892384 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1893007.500000 Penalty: 4819.859375
	Iteration 8Q: 3 clusters Score -1893008 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1893487.250000 Penalty: 4819.859375
	Iteration 9Q: 3 clusters Score -1893487 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1893842.875000 Penalty: 4819.859375
	Iteration 10Q: 3 clusters Score -1893843 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1894055.625000 Penalty: 4819.859375
	Iteration 11Q: 3 clusters Score -1894056 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1894222.000000 Penalty: 4819.859375
	Iteration 12Q: 3 clusters Score -1894222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1894386.000000 Penalty: 4819.859375
	Iteration 13Q: 3 clusters Score -1894386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1894544.875000 Penalty: 4819.859375
	Iteration 14Q: 3 clusters Score -1894545 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1894640.000000 Penalty: 4819.859375
	Iteration 15Q: 3 clusters Score -1894640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1894686.875000 Penalty: 4819.859375
	Iteration 16Q: 3 clusters Score -1894687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1894722.875000 Penalty: 4819.859375
	Iteration 17Q: 3 clusters Score -1894723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1894745.750000 Penalty: 4819.859375
	Iteration 18Q: 3 clusters Score -1894746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1894758.375000 Penalty: 4819.859375
	Iteration 19Q: 3 clusters Score -1894758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1894821.875000 Penalty: 4819.859375
	Iteration 20F: 3 clusters Score -1894822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1894849.125000 Penalty: 4819.859375
	Iteration 21Q: 3 clusters Score -1894849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1894857.250000 Penalty: 4819.859375
	Iteration 22Q: 3 clusters Score -1894857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1894865.500000 Penalty: 4819.859375
	Iteration 23Q: 3 clusters Score -1894866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1894877.125000 Penalty: 4819.859375
	Iteration 24Q: 3 clusters Score -1894877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1894883.625000 Penalty: 4819.859375
	Iteration 25Q: 3 clusters Score -1894884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1894887.500000 Penalty: 4819.859375
	Iteration 26Q: 3 clusters Score -1894888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1894892.375000 Penalty: 4819.859375
	Iteration 27Q: 3 clusters Score -1894892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1894896.250000 Penalty: 4819.859375
	Iteration 28Q: 3 clusters Score -1894896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1894903.625000 Penalty: 4819.859375
	Iteration 29Q: 3 clusters Score -1894904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1894904.875000 Penalty: 4819.859375
	Iteration 30Q: 3 clusters Score -1894905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1894905.875000 Penalty: 4819.859375
	Iteration 31Q: 3 clusters Score -1894906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1894909.500000 Penalty: 4819.859375
	Iteration 32Q: 3 clusters Score -1894910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1894910.875000 Penalty: 4819.859375
	Iteration 33Q: 3 clusters Score -1894911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1894911.375000 Penalty: 4819.859375
	Iteration 34Q: 3 clusters Score -1894911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1894912.625000 Penalty: 4819.859375
	Iteration 35Q: 3 clusters Score -1894913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1894913.500000 Penalty: 4819.859375
	Iteration 36Q: 3 clusters Score -1894914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1894917.000000 Penalty: 4819.859375
	Iteration 37Q: 3 clusters Score -1894917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1894917.000000 Penalty: 4819.859375
	Iteration 38F: 3 clusters Score -1894917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Entering Unmasked Estep 
Score: -2153613.750000 Penalty: 2452.228516
	Iteration 0F: 2 clusters Score -2153614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2139818.750000 Penalty: 4904.457031
	Iteration 0F: 3 clusters Score -2139819 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2145066.250000 Penalty: 4904.457031
	Iteration 1F: 3 clusters Score -2145066 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2145814.000000 Penalty: 4904.457031
	Iteration 2F: 3 clusters Score -2145814 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2146507.000000 Penalty: 4904.457031
	Iteration 3F: 3 clusters Score -2146507 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2147253.750000 Penalty: 4904.457031
	Iteration 4F: 3 clusters Score -2147254 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2148114.500000 Penalty: 4904.457031
	Iteration 5F: 3 clusters Score -2148114 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2149113.000000 Penalty: 4904.457031
	Iteration 6F: 3 clusters Score -2149113 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2150120.750000 Penalty: 4904.457031
	Iteration 7F: 3 clusters Score -2150121 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2151014.000000 Penalty: 4904.457031
	Iteration 8F: 3 clusters Score -2151014 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2151732.500000 Penalty: 4904.457031
	Iteration 9Q: 3 clusters Score -2151732 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2152255.750000 Penalty: 4904.457031
	Iteration 10Q: 3 clusters Score -2152256 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2152642.000000 Penalty: 4904.457031
	Iteration 11Q: 3 clusters Score -2152642 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2152931.750000 Penalty: 4904.457031
	Iteration 12Q: 3 clusters Score -2152932 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2153122.250000 Penalty: 4904.457031
	Iteration 13Q: 3 clusters Score -2153122 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2153252.250000 Penalty: 4904.457031
	Iteration 14Q: 3 clusters Score -2153252 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2153317.250000 Penalty: 4904.457031
	Iteration 15Q: 3 clusters Score -2153317 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2153354.250000 Penalty: 4904.457031
	Iteration 16Q: 3 clusters Score -2153354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2153379.000000 Penalty: 4904.457031
	Iteration 17Q: 3 clusters Score -2153379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2153403.500000 Penalty: 4904.457031
	Iteration 18Q: 3 clusters Score -2153404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2153410.500000 Penalty: 4904.457031
	Iteration 19Q: 3 clusters Score -2153410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2153425.000000 Penalty: 4904.457031
	Iteration 20F: 3 clusters Score -2153425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2153437.500000 Penalty: 4904.457031
	Iteration 21Q: 3 clusters Score -2153438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2153451.750000 Penalty: 4904.457031
	Iteration 22Q: 3 clusters Score -2153452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2153471.750000 Penalty: 4904.457031
	Iteration 23Q: 3 clusters Score -2153472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2153490.000000 Penalty: 4904.457031
	Iteration 24Q: 3 clusters Score -2153490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2153516.750000 Penalty: 4904.457031
	Iteration 25Q: 3 clusters Score -2153517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2153545.500000 Penalty: 4904.457031
	Iteration 26Q: 3 clusters Score -2153546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2153557.250000 Penalty: 4904.457031
	Iteration 27Q: 3 clusters Score -2153557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2153580.500000 Penalty: 4904.457031
	Iteration 28Q: 3 clusters Score -2153580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2153593.500000 Penalty: 4904.457031
	Iteration 29Q: 3 clusters Score -2153594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2153602.000000 Penalty: 4904.457031
	Iteration 30Q: 3 clusters Score -2153602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2153601.750000 Penalty: 4904.457031
	Iteration 31Q: 3 clusters Score -2153602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2153612.250000 Penalty: 4904.457031
	Iteration 32Q: 3 clusters Score -2153612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2153614.250000 Penalty: 4904.457031
	Iteration 33Q: 3 clusters Score -2153614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2153614.750000 Penalty: 4904.457031
	Iteration 34Q: 3 clusters Score -2153615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2153616.000000 Penalty: 4904.457031
	Iteration 35Q: 3 clusters Score -2153616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2153616.500000 Penalty: 4904.457031
	Iteration 36Q: 3 clusters Score -2153616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2153615.500000 Penalty: 4904.457031
	Iteration 37Q: 3 clusters Score -2153616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2153619.750000 Penalty: 4904.457031
	Iteration 38Q: 3 clusters Score -2153620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2153619.000000 Penalty: 4904.457031
	Iteration 39Q: 3 clusters Score -2153619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2153619.750000 Penalty: 4904.457031
	Iteration 40F: 3 clusters Score -2153620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2153621.750000 Penalty: 4904.457031
	Iteration 41Q: 3 clusters Score -2153622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2153619.250000 Penalty: 4904.457031
	Iteration 42Q: 3 clusters Score -2153619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2153626.500000 Penalty: 4904.457031
	Iteration 43Q: 3 clusters Score -2153626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2153637.500000 Penalty: 4904.457031
	Iteration 44Q: 3 clusters Score -2153638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2153642.750000 Penalty: 4904.457031
	Iteration 45Q: 3 clusters Score -2153643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2153645.750000 Penalty: 4904.457031
	Iteration 46Q: 3 clusters Score -2153646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2153652.500000 Penalty: 4904.457031
	Iteration 47Q: 3 clusters Score -2153652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2153657.000000 Penalty: 4904.457031
	Iteration 48Q: 3 clusters Score -2153657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2153665.000000 Penalty: 4904.457031
	Iteration 49Q: 3 clusters Score -2153665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2153671.500000 Penalty: 4904.457031
	Iteration 50Q: 3 clusters Score -2153672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2153675.250000 Penalty: 4904.457031
	Iteration 51Q: 3 clusters Score -2153675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2153685.500000 Penalty: 4904.457031
	Iteration 52Q: 3 clusters Score -2153686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2153686.000000 Penalty: 4904.457031
	Iteration 53Q: 3 clusters Score -2153686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2153689.750000 Penalty: 4904.457031
	Iteration 54Q: 3 clusters Score -2153690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2153688.500000 Penalty: 4904.457031
	Iteration 55Q: 3 clusters Score -2153688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2153689.000000 Penalty: 4904.457031
	Iteration 56Q: 3 clusters Score -2153689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2153687.000000 Penalty: 4904.457031
	Iteration 57Q: 3 clusters Score -2153687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2153688.250000 Penalty: 4904.457031
	Iteration 58Q: 3 clusters Score -2153688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2153688.250000 Penalty: 4904.457031
	Iteration 59F: 3 clusters Score -2153688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 234990 members 
Mstep: Class 3 contains 167304 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 101296 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 161971 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 99745 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 145041 members 
Mstep: Class 14 contains 112602 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 41590 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 18132 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 103129 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 169038 members 
Mstep: Class 26 contains 69535 members 
Mstep: Class 27 contains 31713 members 
Mstep: Class 28 contains 28464 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 84914 members 
Mstep: Class 31 contains 1561 members 
Entering Unmasked Estep 
Score: -205544736.000000 Penalty: 110668.640625
Splitting cluster 20 changes total score from -205539328.000000 to -205544736.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -1137978.625000 Penalty: 2272.875244
	Iteration 0F: 2 clusters Score -1137979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1130597.500000 Penalty: 4545.750488
	Iteration 0F: 3 clusters Score -1130598 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1132627.875000 Penalty: 4545.750488
	Iteration 1F: 3 clusters Score -1132628 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1132943.000000 Penalty: 4545.750488
	Iteration 2F: 3 clusters Score -1132943 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1133159.750000 Penalty: 4545.750488
	Iteration 3F: 3 clusters Score -1133160 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1133335.875000 Penalty: 4545.750488
	Iteration 4Q: 3 clusters Score -1133336 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1133493.500000 Penalty: 4545.750488
	Iteration 5Q: 3 clusters Score -1133494 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1133655.375000 Penalty: 4545.750488
	Iteration 6Q: 3 clusters Score -1133655 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1133832.375000 Penalty: 4545.750488
	Iteration 7Q: 3 clusters Score -1133832 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1134035.500000 Penalty: 4545.750488
	Iteration 8Q: 3 clusters Score -1134036 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1134292.875000 Penalty: 4545.750488
	Iteration 9Q: 3 clusters Score -1134293 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1134599.875000 Penalty: 4545.750488
	Iteration 10Q: 3 clusters Score -1134600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1134928.250000 Penalty: 4545.750488
	Iteration 11Q: 3 clusters Score -1134928 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1135228.000000 Penalty: 4545.750488
	Iteration 12Q: 3 clusters Score -1135228 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1135473.125000 Penalty: 4545.750488
	Iteration 13Q: 3 clusters Score -1135473 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1135655.000000 Penalty: 4545.750488
	Iteration 14Q: 3 clusters Score -1135655 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1135791.125000 Penalty: 4545.750488
	Iteration 15Q: 3 clusters Score -1135791 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1135895.375000 Penalty: 4545.750488
	Iteration 16Q: 3 clusters Score -1135895 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1135983.750000 Penalty: 4545.750488
	Iteration 17Q: 3 clusters Score -1135984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1136044.250000 Penalty: 4545.750488
	Iteration 18Q: 3 clusters Score -1136044 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1136095.375000 Penalty: 4545.750488
	Iteration 19Q: 3 clusters Score -1136095 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1136138.625000 Penalty: 4545.750488
	Iteration 20F: 3 clusters Score -1136139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1136166.750000 Penalty: 4545.750488
	Iteration 21Q: 3 clusters Score -1136167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1136186.375000 Penalty: 4545.750488
	Iteration 22Q: 3 clusters Score -1136186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1136200.625000 Penalty: 4545.750488
	Iteration 23Q: 3 clusters Score -1136201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1136217.250000 Penalty: 4545.750488
	Iteration 24Q: 3 clusters Score -1136217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1136222.000000 Penalty: 4545.750488
	Iteration 25Q: 3 clusters Score -1136222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1136229.000000 Penalty: 4545.750488
	Iteration 26Q: 3 clusters Score -1136229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1136238.875000 Penalty: 4545.750488
	Iteration 27Q: 3 clusters Score -1136239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1136249.625000 Penalty: 4545.750488
	Iteration 28Q: 3 clusters Score -1136250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1136259.125000 Penalty: 4545.750488
	Iteration 29Q: 3 clusters Score -1136259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1136261.625000 Penalty: 4545.750488
	Iteration 30Q: 3 clusters Score -1136262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1136268.750000 Penalty: 4545.750488
	Iteration 31Q: 3 clusters Score -1136269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1136268.500000 Penalty: 4545.750488
	Iteration 32Q: 3 clusters Score -1136268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1136268.875000 Penalty: 4545.750488
	Iteration 33Q: 3 clusters Score -1136269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1136278.500000 Penalty: 4545.750488
	Iteration 34Q: 3 clusters Score -1136278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1136280.625000 Penalty: 4545.750488
	Iteration 35Q: 3 clusters Score -1136281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1136286.000000 Penalty: 4545.750488
	Iteration 36Q: 3 clusters Score -1136286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1136291.875000 Penalty: 4545.750488
	Iteration 37Q: 3 clusters Score -1136292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1136298.000000 Penalty: 4545.750488
	Iteration 38Q: 3 clusters Score -1136298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1136300.000000 Penalty: 4545.750488
	Iteration 39Q: 3 clusters Score -1136300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1136301.000000 Penalty: 4545.750488
	Iteration 40F: 3 clusters Score -1136301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1136303.250000 Penalty: 4545.750488
	Iteration 41Q: 3 clusters Score -1136303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1136306.125000 Penalty: 4545.750488
	Iteration 42Q: 3 clusters Score -1136306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1136305.750000 Penalty: 4545.750488
	Iteration 43Q: 3 clusters Score -1136306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1136309.375000 Penalty: 4545.750488
	Iteration 44Q: 3 clusters Score -1136309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1136310.375000 Penalty: 4545.750488
	Iteration 45Q: 3 clusters Score -1136310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1136311.625000 Penalty: 4545.750488
	Iteration 46Q: 3 clusters Score -1136312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1136311.625000 Penalty: 4545.750488
	Iteration 47F: 3 clusters Score -1136312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -469495.218750 Penalty: 2082.302246
	Iteration 0F: 2 clusters Score -469495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -465497.906250 Penalty: 4164.604492
	Iteration 0F: 3 clusters Score -465497.9 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -466974.500000 Penalty: 4164.604492
	Iteration 1F: 3 clusters Score -466974.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -467958.218750 Penalty: 4164.604492
	Iteration 2F: 3 clusters Score -467958.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -469791.875000 Penalty: 4164.604492
	Iteration 3F: 3 clusters Score -469791.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -472080.406250 Penalty: 4164.604492
	Iteration 4F: 3 clusters Score -472080.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474529.562500 Penalty: 4164.604492
	Iteration 5F: 3 clusters Score -474529.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -477055.812500 Penalty: 4164.604492
	Iteration 6F: 3 clusters Score -477055.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -479361.093750 Penalty: 4164.604492
	Iteration 7Q: 3 clusters Score -479361.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -480716.531250 Penalty: 4164.604492
	Iteration 8Q: 3 clusters Score -480716.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -480810.906250 Penalty: 4164.604492
	Iteration 9Q: 3 clusters Score -480810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -480815.843750 Penalty: 4164.604492
	Iteration 10Q: 3 clusters Score -480815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -480815.843750 Penalty: 4164.604492
	Iteration 11F: 3 clusters Score -480815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 234990 members 
Mstep: Class 3 contains 167304 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 101296 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 161971 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 99745 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 145041 members 
Mstep: Class 14 contains 112602 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 41590 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 18132 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 103129 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 169038 members 
Mstep: Class 26 contains 69535 members 
Mstep: Class 27 contains 31713 members 
Mstep: Class 28 contains 28464 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 84914 members 
Mstep: Class 31 contains 1561 members 
Mstep: Class 32 contains 3047 members 
Entering Unmasked Estep 
Score: -205554480.000000 Penalty: 114238.593750
Splitting cluster 22 changes total score from -205539328.000000 to -205554480.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (103129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Entering Unmasked Estep 
Score: -12394181.000000 Penalty: 2862.846436
	Iteration 0F: 2 clusters Score -1.239418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -12325414.000000 Penalty: 5725.692871
	Iteration 0F: 3 clusters Score -1.232541e+07 nChanged 48489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -12353742.000000 Penalty: 5725.692871
	Iteration 1F: 3 clusters Score -1.235374e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -12355613.000000 Penalty: 5725.692871
	Iteration 2Q: 3 clusters Score -1.235561e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -12358296.000000 Penalty: 5725.692871
	Iteration 3F: 3 clusters Score -1.23583e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -12362269.000000 Penalty: 5725.692871
	Iteration 4F: 3 clusters Score -1.236227e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -12367674.000000 Penalty: 5725.692871
	Iteration 5F: 3 clusters Score -1.236767e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -12373586.000000 Penalty: 5725.692871
	Iteration 6F: 3 clusters Score -1.237359e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -12379121.000000 Penalty: 5725.692871
	Iteration 7F: 3 clusters Score -1.237912e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -12384135.000000 Penalty: 5725.692871
	Iteration 8F: 3 clusters Score -1.238414e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -12387570.000000 Penalty: 5725.692871
	Iteration 9Q: 3 clusters Score -1.238757e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -12389620.000000 Penalty: 5725.692871
	Iteration 10Q: 3 clusters Score -1.238962e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -12390719.000000 Penalty: 5725.692871
	Iteration 11Q: 3 clusters Score -1.239072e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -12391274.000000 Penalty: 5725.692871
	Iteration 12Q: 3 clusters Score -1.239127e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -12391511.000000 Penalty: 5725.692871
	Iteration 13Q: 3 clusters Score -1.239151e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -12391670.000000 Penalty: 5725.692871
	Iteration 14Q: 3 clusters Score -1.239167e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 102018 members 
Entering Unmasked Estep 
Score: -12391753.000000 Penalty: 5725.692871
	Iteration 15Q: 3 clusters Score -1.239175e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -12391805.000000 Penalty: 5725.692871
	Iteration 16Q: 3 clusters Score -1.23918e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -12391863.000000 Penalty: 5725.692871
	Iteration 17Q: 3 clusters Score -1.239186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -12391876.000000 Penalty: 5725.692871
	Iteration 18Q: 3 clusters Score -1.239188e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 102179 members 
Entering Unmasked Estep 
Score: -12391914.000000 Penalty: 5725.692871
	Iteration 19Q: 3 clusters Score -1.239191e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -12391927.000000 Penalty: 5725.692871
	Iteration 20F: 3 clusters Score -1.239193e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -12391933.000000 Penalty: 5725.692871
	Iteration 21Q: 3 clusters Score -1.239193e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -12391952.000000 Penalty: 5725.692871
	Iteration 22Q: 3 clusters Score -1.239195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -12391952.000000 Penalty: 5725.692871
	Iteration 23Q: 3 clusters Score -1.239195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -12391958.000000 Penalty: 5725.692871
	Iteration 24Q: 3 clusters Score -1.239196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -12391967.000000 Penalty: 5725.692871
	Iteration 25Q: 3 clusters Score -1.239197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -12391969.000000 Penalty: 5725.692871
	Iteration 26Q: 3 clusters Score -1.239197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -12391968.000000 Penalty: 5725.692871
	Iteration 27Q: 3 clusters Score -1.239197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -12391973.000000 Penalty: 5725.692871
	Iteration 28Q: 3 clusters Score -1.239197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -12391973.000000 Penalty: 5725.692871
	Iteration 29F: 3 clusters Score -1.239197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -833015.250000 Penalty: 2197.403809
	Iteration 0F: 2 clusters Score -833015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -827243.750000 Penalty: 4394.807617
	Iteration 0F: 3 clusters Score -827243.8 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -828902.625000 Penalty: 4394.807617
	Iteration 1F: 3 clusters Score -828902.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -829370.500000 Penalty: 4394.807617
	Iteration 2F: 3 clusters Score -829370.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -829850.625000 Penalty: 4394.807617
	Iteration 3F: 3 clusters Score -829850.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -830369.562500 Penalty: 4394.807617
	Iteration 4F: 3 clusters Score -830369.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -830771.562500 Penalty: 4394.807617
	Iteration 5F: 3 clusters Score -830771.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -831060.187500 Penalty: 4394.807617
	Iteration 6F: 3 clusters Score -831060.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -831248.062500 Penalty: 4394.807617
	Iteration 7Q: 3 clusters Score -831248.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -831403.000000 Penalty: 4394.807617
	Iteration 8Q: 3 clusters Score -831403 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -831512.375000 Penalty: 4394.807617
	Iteration 9Q: 3 clusters Score -831512.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -831583.562500 Penalty: 4394.807617
	Iteration 10Q: 3 clusters Score -831583.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -831628.250000 Penalty: 4394.807617
	Iteration 11Q: 3 clusters Score -831628.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -831671.625000 Penalty: 4394.807617
	Iteration 12Q: 3 clusters Score -831671.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -831709.875000 Penalty: 4394.807617
	Iteration 13Q: 3 clusters Score -831709.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -831741.062500 Penalty: 4394.807617
	Iteration 14Q: 3 clusters Score -831741.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -831783.687500 Penalty: 4394.807617
	Iteration 15Q: 3 clusters Score -831783.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -831817.062500 Penalty: 4394.807617
	Iteration 16Q: 3 clusters Score -831817.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -831843.437500 Penalty: 4394.807617
	Iteration 17Q: 3 clusters Score -831843.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -831861.937500 Penalty: 4394.807617
	Iteration 18Q: 3 clusters Score -831861.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -831876.875000 Penalty: 4394.807617
	Iteration 19Q: 3 clusters Score -831876.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -831892.125000 Penalty: 4394.807617
	Iteration 20F: 3 clusters Score -831892.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -831914.375000 Penalty: 4394.807617
	Iteration 21Q: 3 clusters Score -831914.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -831937.250000 Penalty: 4394.807617
	Iteration 22Q: 3 clusters Score -831937.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -831962.437500 Penalty: 4394.807617
	Iteration 23Q: 3 clusters Score -831962.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -831979.250000 Penalty: 4394.807617
	Iteration 24Q: 3 clusters Score -831979.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -831997.312500 Penalty: 4394.807617
	Iteration 25Q: 3 clusters Score -831997.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -832014.500000 Penalty: 4394.807617
	Iteration 26Q: 3 clusters Score -832014.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -832028.625000 Penalty: 4394.807617
	Iteration 27Q: 3 clusters Score -832028.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -832040.187500 Penalty: 4394.807617
	Iteration 28Q: 3 clusters Score -832040.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -832052.000000 Penalty: 4394.807617
	Iteration 29Q: 3 clusters Score -832052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -832061.062500 Penalty: 4394.807617
	Iteration 30Q: 3 clusters Score -832061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -832070.812500 Penalty: 4394.807617
	Iteration 31Q: 3 clusters Score -832070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -832075.250000 Penalty: 4394.807617
	Iteration 32Q: 3 clusters Score -832075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -832076.437500 Penalty: 4394.807617
	Iteration 33Q: 3 clusters Score -832076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -832079.250000 Penalty: 4394.807617
	Iteration 34Q: 3 clusters Score -832079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -832080.937500 Penalty: 4394.807617
	Iteration 35Q: 3 clusters Score -832080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -832081.375000 Penalty: 4394.807617
	Iteration 36Q: 3 clusters Score -832081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -832083.625000 Penalty: 4394.807617
	Iteration 37Q: 3 clusters Score -832083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -832087.187500 Penalty: 4394.807617
	Iteration 38Q: 3 clusters Score -832087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -832086.937500 Penalty: 4394.807617
	Iteration 39Q: 3 clusters Score -832086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -832090.812500 Penalty: 4394.807617
	Iteration 40F: 3 clusters Score -832090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -832090.250000 Penalty: 4394.807617
	Iteration 41Q: 3 clusters Score -832090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -832093.000000 Penalty: 4394.807617
	Iteration 42Q: 3 clusters Score -832093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -832094.187500 Penalty: 4394.807617
	Iteration 43Q: 3 clusters Score -832094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -832094.750000 Penalty: 4394.807617
	Iteration 44Q: 3 clusters Score -832094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -832095.062500 Penalty: 4394.807617
	Iteration 45Q: 3 clusters Score -832095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -832094.312500 Penalty: 4394.807617
	Iteration 46Q: 3 clusters Score -832094.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -832094.312500 Penalty: 4394.807617
	Iteration 47F: 3 clusters Score -832094.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (169038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169038 members 
Entering Unmasked Estep 
Score: -20448046.000000 Penalty: 2985.394043
	Iteration 0F: 2 clusters Score -2.044805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -20341208.000000 Penalty: 5970.788086
	Iteration 0F: 3 clusters Score -2.034121e+07 nChanged 80988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -20388990.000000 Penalty: 5970.788086
	Iteration 1F: 3 clusters Score -2.038899e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -20390034.000000 Penalty: 5970.788086
	Iteration 2Q: 3 clusters Score -2.039003e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -20391142.000000 Penalty: 5970.788086
	Iteration 3Q: 3 clusters Score -2.039114e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -20392592.000000 Penalty: 5970.788086
	Iteration 4Q: 3 clusters Score -2.039259e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -20394288.000000 Penalty: 5970.788086
	Iteration 5Q: 3 clusters Score -2.039429e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -20396210.000000 Penalty: 5970.788086
	Iteration 6Q: 3 clusters Score -2.039621e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -20398496.000000 Penalty: 5970.788086
	Iteration 7Q: 3 clusters Score -2.03985e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -20401310.000000 Penalty: 5970.788086
	Iteration 8Q: 3 clusters Score -2.040131e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -20405022.000000 Penalty: 5970.788086
	Iteration 9Q: 3 clusters Score -2.040502e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -20409516.000000 Penalty: 5970.788086
	Iteration 10Q: 3 clusters Score -2.040952e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -20414328.000000 Penalty: 5970.788086
	Iteration 11Q: 3 clusters Score -2.041433e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -20418984.000000 Penalty: 5970.788086
	Iteration 12Q: 3 clusters Score -2.041898e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -20422570.000000 Penalty: 5970.788086
	Iteration 13Q: 3 clusters Score -2.042257e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -20424478.000000 Penalty: 5970.788086
	Iteration 14Q: 3 clusters Score -2.042448e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -20425334.000000 Penalty: 5970.788086
	Iteration 15Q: 3 clusters Score -2.042533e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -20425856.000000 Penalty: 5970.788086
	Iteration 16Q: 3 clusters Score -2.042586e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -20426270.000000 Penalty: 5970.788086
	Iteration 17Q: 3 clusters Score -2.042627e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -20426734.000000 Penalty: 5970.788086
	Iteration 18Q: 3 clusters Score -2.042673e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -20427212.000000 Penalty: 5970.788086
	Iteration 19Q: 3 clusters Score -2.042721e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -20427648.000000 Penalty: 5970.788086
	Iteration 20F: 3 clusters Score -2.042765e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -20428024.000000 Penalty: 5970.788086
	Iteration 21Q: 3 clusters Score -2.042802e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -20428618.000000 Penalty: 5970.788086
	Iteration 22Q: 3 clusters Score -2.042862e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -20428830.000000 Penalty: 5970.788086
	Iteration 23Q: 3 clusters Score -2.042883e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99214 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -20429164.000000 Penalty: 5970.788086
	Iteration 24Q: 3 clusters Score -2.042916e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -20429550.000000 Penalty: 5970.788086
	Iteration 25Q: 3 clusters Score -2.042955e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -20429868.000000 Penalty: 5970.788086
	Iteration 26Q: 3 clusters Score -2.042987e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -20430210.000000 Penalty: 5970.788086
	Iteration 27Q: 3 clusters Score -2.043021e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100474 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -20430500.000000 Penalty: 5970.788086
	Iteration 28Q: 3 clusters Score -2.04305e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -20430734.000000 Penalty: 5970.788086
	Iteration 29Q: 3 clusters Score -2.043073e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -20430882.000000 Penalty: 5970.788086
	Iteration 30Q: 3 clusters Score -2.043088e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -20431058.000000 Penalty: 5970.788086
	Iteration 31Q: 3 clusters Score -2.043106e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -20431212.000000 Penalty: 5970.788086
	Iteration 32Q: 3 clusters Score -2.043121e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -20431258.000000 Penalty: 5970.788086
	Iteration 33Q: 3 clusters Score -2.043126e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -20431296.000000 Penalty: 5970.788086
	Iteration 34Q: 3 clusters Score -2.04313e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -20431374.000000 Penalty: 5970.788086
	Iteration 35Q: 3 clusters Score -2.043137e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -20431476.000000 Penalty: 5970.788086
	Iteration 36Q: 3 clusters Score -2.043148e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -20431502.000000 Penalty: 5970.788086
	Iteration 37Q: 3 clusters Score -2.04315e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -20431486.000000 Penalty: 5970.788086
	Iteration 38Q: 3 clusters Score -2.043149e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -20431506.000000 Penalty: 5970.788086
	Iteration 39Q: 3 clusters Score -2.043151e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -20431530.000000 Penalty: 5970.788086
	Iteration 40F: 3 clusters Score -2.043153e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -20431558.000000 Penalty: 5970.788086
	Iteration 41Q: 3 clusters Score -2.043156e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -20431606.000000 Penalty: 5970.788086
	Iteration 42Q: 3 clusters Score -2.043161e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -20431580.000000 Penalty: 5970.788086
	Iteration 43Q: 3 clusters Score -2.043158e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104194 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -20431588.000000 Penalty: 5970.788086
	Iteration 44Q: 3 clusters Score -2.043159e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -20431628.000000 Penalty: 5970.788086
	Iteration 45Q: 3 clusters Score -2.043163e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -20431664.000000 Penalty: 5970.788086
	Iteration 46Q: 3 clusters Score -2.043166e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -20431706.000000 Penalty: 5970.788086
	Iteration 47Q: 3 clusters Score -2.043171e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -20431642.000000 Penalty: 5970.788086
	Iteration 48Q: 3 clusters Score -2.043164e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -20431686.000000 Penalty: 5970.788086
	Iteration 49Q: 3 clusters Score -2.043169e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106001 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -20431666.000000 Penalty: 5970.788086
	Iteration 50Q: 3 clusters Score -2.043167e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -20431728.000000 Penalty: 5970.788086
	Iteration 51Q: 3 clusters Score -2.043173e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -20431762.000000 Penalty: 5970.788086
	Iteration 52Q: 3 clusters Score -2.043176e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -20431790.000000 Penalty: 5970.788086
	Iteration 53Q: 3 clusters Score -2.043179e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -20431824.000000 Penalty: 5970.788086
	Iteration 54Q: 3 clusters Score -2.043182e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -20431818.000000 Penalty: 5970.788086
	Iteration 55Q: 3 clusters Score -2.043182e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -20431800.000000 Penalty: 5970.788086
	Iteration 56Q: 3 clusters Score -2.04318e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -20431830.000000 Penalty: 5970.788086
	Iteration 57Q: 3 clusters Score -2.043183e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108871 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -20431780.000000 Penalty: 5970.788086
	Iteration 58Q: 3 clusters Score -2.043178e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -20431790.000000 Penalty: 5970.788086
	Iteration 59Q: 3 clusters Score -2.043179e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -20431830.000000 Penalty: 5970.788086
	Iteration 60F: 3 clusters Score -2.043183e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -20431896.000000 Penalty: 5970.788086
	Iteration 61Q: 3 clusters Score -2.04319e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -20431998.000000 Penalty: 5970.788086
	Iteration 62Q: 3 clusters Score -2.0432e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -20432052.000000 Penalty: 5970.788086
	Iteration 63Q: 3 clusters Score -2.043205e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111836 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -20432038.000000 Penalty: 5970.788086
	Iteration 64Q: 3 clusters Score -2.043204e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -20432014.000000 Penalty: 5970.788086
	Iteration 65Q: 3 clusters Score -2.043201e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -20432100.000000 Penalty: 5970.788086
	Iteration 66Q: 3 clusters Score -2.04321e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -20432120.000000 Penalty: 5970.788086
	Iteration 67Q: 3 clusters Score -2.043212e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -20432184.000000 Penalty: 5970.788086
	Iteration 68Q: 3 clusters Score -2.043218e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115332 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -20432342.000000 Penalty: 5970.788086
	Iteration 69Q: 3 clusters Score -2.043234e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116121 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -20432422.000000 Penalty: 5970.788086
	Iteration 70Q: 3 clusters Score -2.043242e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -20432476.000000 Penalty: 5970.788086
	Iteration 71Q: 3 clusters Score -2.043248e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117838 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -20432506.000000 Penalty: 5970.788086
	Iteration 72Q: 3 clusters Score -2.043251e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -20432502.000000 Penalty: 5970.788086
	Iteration 73Q: 3 clusters Score -2.04325e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -20432592.000000 Penalty: 5970.788086
	Iteration 74Q: 3 clusters Score -2.043259e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120747 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -20432792.000000 Penalty: 5970.788086
	Iteration 75Q: 3 clusters Score -2.043279e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121781 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -20432986.000000 Penalty: 5970.788086
	Iteration 76Q: 3 clusters Score -2.043299e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -20433048.000000 Penalty: 5970.788086
	Iteration 77Q: 3 clusters Score -2.043305e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123889 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -20433134.000000 Penalty: 5970.788086
	Iteration 78Q: 3 clusters Score -2.043313e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -20433308.000000 Penalty: 5970.788086
	Iteration 79Q: 3 clusters Score -2.043331e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -20433556.000000 Penalty: 5970.788086
	Iteration 80F: 3 clusters Score -2.043356e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -20433916.000000 Penalty: 5970.788086
	Iteration 81Q: 3 clusters Score -2.043392e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129372 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -20434242.000000 Penalty: 5970.788086
	Iteration 82Q: 3 clusters Score -2.043424e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131067 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -20434706.000000 Penalty: 5970.788086
	Iteration 83Q: 3 clusters Score -2.043471e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132911 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -20435236.000000 Penalty: 5970.788086
	Iteration 84Q: 3 clusters Score -2.043524e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134933 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -20435774.000000 Penalty: 5970.788086
	Iteration 85Q: 3 clusters Score -2.043577e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137171 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -20436336.000000 Penalty: 5970.788086
	Iteration 86Q: 3 clusters Score -2.043634e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139536 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -20437074.000000 Penalty: 5970.788086
	Iteration 87Q: 3 clusters Score -2.043707e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -20437782.000000 Penalty: 5970.788086
	Iteration 88Q: 3 clusters Score -2.043778e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144667 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -20438772.000000 Penalty: 5970.788086
	Iteration 89Q: 3 clusters Score -2.043877e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147423 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -20439644.000000 Penalty: 5970.788086
	Iteration 90Q: 3 clusters Score -2.043964e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -20440462.000000 Penalty: 5970.788086
	Iteration 91Q: 3 clusters Score -2.044046e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -20441366.000000 Penalty: 5970.788086
	Iteration 92Q: 3 clusters Score -2.044137e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -20442286.000000 Penalty: 5970.788086
	Iteration 93Q: 3 clusters Score -2.044229e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158138 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -20443070.000000 Penalty: 5970.788086
	Iteration 94Q: 3 clusters Score -2.044307e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -20443686.000000 Penalty: 5970.788086
	Iteration 95Q: 3 clusters Score -2.044369e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -20444192.000000 Penalty: 5970.788086
	Iteration 96Q: 3 clusters Score -2.044419e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -20444518.000000 Penalty: 5970.788086
	Iteration 97Q: 3 clusters Score -2.044452e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164669 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -20444784.000000 Penalty: 5970.788086
	Iteration 98Q: 3 clusters Score -2.044478e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -20445088.000000 Penalty: 5970.788086
	Iteration 99Q: 3 clusters Score -2.044509e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166158 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -20445220.000000 Penalty: 5970.788086
	Iteration 100F: 3 clusters Score -2.044522e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166615 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20445362.000000 Penalty: 5970.788086
	Iteration 101Q: 3 clusters Score -2.044536e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20445496.000000 Penalty: 5970.788086
	Iteration 102Q: 3 clusters Score -2.04455e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -20445582.000000 Penalty: 5970.788086
	Iteration 103Q: 3 clusters Score -2.044558e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -20445634.000000 Penalty: 5970.788086
	Iteration 104Q: 3 clusters Score -2.044563e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20445606.000000 Penalty: 5970.788086
	Iteration 105Q: 3 clusters Score -2.044561e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20445610.000000 Penalty: 5970.788086
	Iteration 106Q: 3 clusters Score -2.044561e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20445630.000000 Penalty: 5970.788086
	Iteration 107Q: 3 clusters Score -2.044563e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20445666.000000 Penalty: 5970.788086
	Iteration 108Q: 3 clusters Score -2.044567e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20445658.000000 Penalty: 5970.788086
	Iteration 109Q: 3 clusters Score -2.044566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167841 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20445672.000000 Penalty: 5970.788086
	Iteration 110Q: 3 clusters Score -2.044567e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167879 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20445698.000000 Penalty: 5970.788086
	Iteration 111Q: 3 clusters Score -2.04457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20445728.000000 Penalty: 5970.788086
	Iteration 112Q: 3 clusters Score -2.044573e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -20445742.000000 Penalty: 5970.788086
	Iteration 113Q: 3 clusters Score -2.044574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20445744.000000 Penalty: 5970.788086
	Iteration 114Q: 3 clusters Score -2.044574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167966 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20445762.000000 Penalty: 5970.788086
	Iteration 115Q: 3 clusters Score -2.044576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -20445764.000000 Penalty: 5970.788086
	Iteration 116Q: 3 clusters Score -2.044576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20445778.000000 Penalty: 5970.788086
	Iteration 117Q: 3 clusters Score -2.044578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20445762.000000 Penalty: 5970.788086
	Iteration 118Q: 3 clusters Score -2.044576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20445780.000000 Penalty: 5970.788086
	Iteration 119Q: 3 clusters Score -2.044578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20445778.000000 Penalty: 5970.788086
	Iteration 120F: 3 clusters Score -2.044578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20445758.000000 Penalty: 5970.788086
	Iteration 121Q: 3 clusters Score -2.044576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20445790.000000 Penalty: 5970.788086
	Iteration 122Q: 3 clusters Score -2.044579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168092 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20445794.000000 Penalty: 5970.788086
	Iteration 123Q: 3 clusters Score -2.044579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168099 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20445794.000000 Penalty: 5970.788086
	Iteration 124Q: 3 clusters Score -2.044579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168103 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20445788.000000 Penalty: 5970.788086
	Iteration 125Q: 3 clusters Score -2.044579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -20445788.000000 Penalty: 5970.788086
	Iteration 126Q: 3 clusters Score -2.044579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20445802.000000 Penalty: 5970.788086
	Iteration 127Q: 3 clusters Score -2.04458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168106 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20445800.000000 Penalty: 5970.788086
	Iteration 128Q: 3 clusters Score -2.04458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20445812.000000 Penalty: 5970.788086
	Iteration 129Q: 3 clusters Score -2.044581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -20445804.000000 Penalty: 5970.788086
	Iteration 130Q: 3 clusters Score -2.04458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -20445804.000000 Penalty: 5970.788086
	Iteration 131F: 3 clusters Score -2.04458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (69535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Entering Unmasked Estep 
Score: -8369125.000000 Penalty: 2765.097168
	Iteration 0F: 2 clusters Score -8369125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -8322628.000000 Penalty: 5530.194336
	Iteration 0F: 3 clusters Score -8322628 nChanged 32380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -8340630.500000 Penalty: 5530.194336
	Iteration 1F: 3 clusters Score -8340630 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8341221.000000 Penalty: 5530.194336
	Iteration 2Q: 3 clusters Score -8341221 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -8341788.500000 Penalty: 5530.194336
	Iteration 3Q: 3 clusters Score -8341788 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -8342343.000000 Penalty: 5530.194336
	Iteration 4Q: 3 clusters Score -8342343 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -8342954.500000 Penalty: 5530.194336
	Iteration 5Q: 3 clusters Score -8342954 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -8343668.000000 Penalty: 5530.194336
	Iteration 6Q: 3 clusters Score -8343668 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -8344381.500000 Penalty: 5530.194336
	Iteration 7Q: 3 clusters Score -8344382 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -8345172.000000 Penalty: 5530.194336
	Iteration 8Q: 3 clusters Score -8345172 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -8346010.000000 Penalty: 5530.194336
	Iteration 9Q: 3 clusters Score -8346010 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -8346796.500000 Penalty: 5530.194336
	Iteration 10Q: 3 clusters Score -8346796 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -8347586.500000 Penalty: 5530.194336
	Iteration 11Q: 3 clusters Score -8347586 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -8348319.000000 Penalty: 5530.194336
	Iteration 12Q: 3 clusters Score -8348319 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -8349145.000000 Penalty: 5530.194336
	Iteration 13Q: 3 clusters Score -8349145 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -8350085.000000 Penalty: 5530.194336
	Iteration 14Q: 3 clusters Score -8350085 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8351296.500000 Penalty: 5530.194336
	Iteration 15Q: 3 clusters Score -8351296 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -8352835.500000 Penalty: 5530.194336
	Iteration 16Q: 3 clusters Score -8352836 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -8354732.000000 Penalty: 5530.194336
	Iteration 17Q: 3 clusters Score -8354732 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -8356840.000000 Penalty: 5530.194336
	Iteration 18F: 3 clusters Score -8356840 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -8359267.500000 Penalty: 5530.194336
	Iteration 19F: 3 clusters Score -8359268 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -8361616.500000 Penalty: 5530.194336
	Iteration 20F: 3 clusters Score -8361616 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8363494.500000 Penalty: 5530.194336
	Iteration 21Q: 3 clusters Score -8363494 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8364744.000000 Penalty: 5530.194336
	Iteration 22Q: 3 clusters Score -8364744 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8365502.500000 Penalty: 5530.194336
	Iteration 23Q: 3 clusters Score -8365502 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8365935.000000 Penalty: 5530.194336
	Iteration 24Q: 3 clusters Score -8365935 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8366196.000000 Penalty: 5530.194336
	Iteration 25Q: 3 clusters Score -8366196 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8366369.500000 Penalty: 5530.194336
	Iteration 26Q: 3 clusters Score -8366370 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8366487.500000 Penalty: 5530.194336
	Iteration 27Q: 3 clusters Score -8366488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8366568.500000 Penalty: 5530.194336
	Iteration 28Q: 3 clusters Score -8366568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8366622.000000 Penalty: 5530.194336
	Iteration 29Q: 3 clusters Score -8366622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8366660.500000 Penalty: 5530.194336
	Iteration 30Q: 3 clusters Score -8366660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8366683.500000 Penalty: 5530.194336
	Iteration 31Q: 3 clusters Score -8366684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8366690.000000 Penalty: 5530.194336
	Iteration 32Q: 3 clusters Score -8366690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8366699.500000 Penalty: 5530.194336
	Iteration 33Q: 3 clusters Score -8366700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8366708.000000 Penalty: 5530.194336
	Iteration 34Q: 3 clusters Score -8366708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8366716.000000 Penalty: 5530.194336
	Iteration 35Q: 3 clusters Score -8366716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8366725.000000 Penalty: 5530.194336
	Iteration 36Q: 3 clusters Score -8366725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8366728.500000 Penalty: 5530.194336
	Iteration 37Q: 3 clusters Score -8366728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8366745.500000 Penalty: 5530.194336
	Iteration 38Q: 3 clusters Score -8366746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8366750.000000 Penalty: 5530.194336
	Iteration 39Q: 3 clusters Score -8366750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8366759.000000 Penalty: 5530.194336
	Iteration 40F: 3 clusters Score -8366759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8366763.500000 Penalty: 5530.194336
	Iteration 41Q: 3 clusters Score -8366764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8366765.500000 Penalty: 5530.194336
	Iteration 42Q: 3 clusters Score -8366766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8366772.000000 Penalty: 5530.194336
	Iteration 43Q: 3 clusters Score -8366772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8366768.000000 Penalty: 5530.194336
	Iteration 44Q: 3 clusters Score -8366768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8366776.500000 Penalty: 5530.194336
	Iteration 45Q: 3 clusters Score -8366776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8366774.500000 Penalty: 5530.194336
	Iteration 46Q: 3 clusters Score -8366774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8366777.000000 Penalty: 5530.194336
	Iteration 47Q: 3 clusters Score -8366777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8366785.000000 Penalty: 5530.194336
	Iteration 48Q: 3 clusters Score -8366785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8366784.000000 Penalty: 5530.194336
	Iteration 49Q: 3 clusters Score -8366784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8366791.500000 Penalty: 5530.194336
	Iteration 50Q: 3 clusters Score -8366792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8366792.000000 Penalty: 5530.194336
	Iteration 51Q: 3 clusters Score -8366792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8366794.000000 Penalty: 5530.194336
	Iteration 52Q: 3 clusters Score -8366794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8366795.500000 Penalty: 5530.194336
	Iteration 53Q: 3 clusters Score -8366796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8366795.500000 Penalty: 5530.194336
	Iteration 54F: 3 clusters Score -8366796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Entering Unmasked Estep 
Score: -3545175.250000 Penalty: 2570.391602
	Iteration 0F: 2 clusters Score -3545175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3523421.750000 Penalty: 5140.783203
	Iteration 0F: 3 clusters Score -3523422 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3531952.000000 Penalty: 5140.783203
	Iteration 1F: 3 clusters Score -3531952 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3532979.500000 Penalty: 5140.783203
	Iteration 2F: 3 clusters Score -3532980 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3534089.000000 Penalty: 5140.783203
	Iteration 3F: 3 clusters Score -3534089 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3535312.000000 Penalty: 5140.783203
	Iteration 4F: 3 clusters Score -3535312 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3536578.500000 Penalty: 5140.783203
	Iteration 5F: 3 clusters Score -3536578 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3537927.000000 Penalty: 5140.783203
	Iteration 6F: 3 clusters Score -3537927 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3539250.250000 Penalty: 5140.783203
	Iteration 7F: 3 clusters Score -3539250 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3540329.250000 Penalty: 5140.783203
	Iteration 8Q: 3 clusters Score -3540329 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3541184.500000 Penalty: 5140.783203
	Iteration 9Q: 3 clusters Score -3541184 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3541806.000000 Penalty: 5140.783203
	Iteration 10Q: 3 clusters Score -3541806 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3542218.500000 Penalty: 5140.783203
	Iteration 11Q: 3 clusters Score -3542218 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3542527.000000 Penalty: 5140.783203
	Iteration 12Q: 3 clusters Score -3542527 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3542750.000000 Penalty: 5140.783203
	Iteration 13Q: 3 clusters Score -3542750 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3542894.000000 Penalty: 5140.783203
	Iteration 14Q: 3 clusters Score -3542894 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3542982.250000 Penalty: 5140.783203
	Iteration 15Q: 3 clusters Score -3542982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3543039.250000 Penalty: 5140.783203
	Iteration 16Q: 3 clusters Score -3543039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3543093.500000 Penalty: 5140.783203
	Iteration 17Q: 3 clusters Score -3543094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3543127.250000 Penalty: 5140.783203
	Iteration 18Q: 3 clusters Score -3543127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3543155.000000 Penalty: 5140.783203
	Iteration 19Q: 3 clusters Score -3543155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3543176.000000 Penalty: 5140.783203
	Iteration 20F: 3 clusters Score -3543176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3543208.250000 Penalty: 5140.783203
	Iteration 21Q: 3 clusters Score -3543208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3543225.750000 Penalty: 5140.783203
	Iteration 22Q: 3 clusters Score -3543226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3543244.250000 Penalty: 5140.783203
	Iteration 23Q: 3 clusters Score -3543244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3543256.750000 Penalty: 5140.783203
	Iteration 24Q: 3 clusters Score -3543257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3543267.250000 Penalty: 5140.783203
	Iteration 25Q: 3 clusters Score -3543267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3543276.500000 Penalty: 5140.783203
	Iteration 26Q: 3 clusters Score -3543276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3543292.500000 Penalty: 5140.783203
	Iteration 27Q: 3 clusters Score -3543292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3543305.000000 Penalty: 5140.783203
	Iteration 28Q: 3 clusters Score -3543305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3543319.750000 Penalty: 5140.783203
	Iteration 29Q: 3 clusters Score -3543320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3543327.000000 Penalty: 5140.783203
	Iteration 30Q: 3 clusters Score -3543327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3543330.500000 Penalty: 5140.783203
	Iteration 31Q: 3 clusters Score -3543330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3543336.000000 Penalty: 5140.783203
	Iteration 32Q: 3 clusters Score -3543336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3543354.250000 Penalty: 5140.783203
	Iteration 33Q: 3 clusters Score -3543354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3543362.750000 Penalty: 5140.783203
	Iteration 34Q: 3 clusters Score -3543363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3543369.500000 Penalty: 5140.783203
	Iteration 35Q: 3 clusters Score -3543370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3543373.500000 Penalty: 5140.783203
	Iteration 36Q: 3 clusters Score -3543374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3543375.750000 Penalty: 5140.783203
	Iteration 37Q: 3 clusters Score -3543376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3543375.750000 Penalty: 5140.783203
	Iteration 38Q: 3 clusters Score -3543376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3543376.250000 Penalty: 5140.783203
	Iteration 39Q: 3 clusters Score -3543376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3543381.500000 Penalty: 5140.783203
	Iteration 40F: 3 clusters Score -3543382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3543373.250000 Penalty: 5140.783203
	Iteration 41Q: 3 clusters Score -3543373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3543374.000000 Penalty: 5140.783203
	Iteration 42Q: 3 clusters Score -3543374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3543375.500000 Penalty: 5140.783203
	Iteration 43Q: 3 clusters Score -3543376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3543375.500000 Penalty: 5140.783203
	Iteration 44F: 3 clusters Score -3543376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Entering Unmasked Estep 
Score: -3230907.250000 Penalty: 2543.585938
	Iteration 0F: 2 clusters Score -3230907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3211361.500000 Penalty: 5087.171875
	Iteration 0F: 3 clusters Score -3211362 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3218829.750000 Penalty: 5087.171875
	Iteration 1F: 3 clusters Score -3218830 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3219946.250000 Penalty: 5087.171875
	Iteration 2F: 3 clusters Score -3219946 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3221665.750000 Penalty: 5087.171875
	Iteration 3F: 3 clusters Score -3221666 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3224284.250000 Penalty: 5087.171875
	Iteration 4F: 3 clusters Score -3224284 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3227305.750000 Penalty: 5087.171875
	Iteration 5F: 3 clusters Score -3227306 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3229401.500000 Penalty: 5087.171875
	Iteration 6F: 3 clusters Score -3229402 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3230367.750000 Penalty: 5087.171875
	Iteration 7F: 3 clusters Score -3230368 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3230821.500000 Penalty: 5087.171875
	Iteration 8Q: 3 clusters Score -3230822 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3231098.000000 Penalty: 5087.171875
	Iteration 9Q: 3 clusters Score -3231098 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3231256.250000 Penalty: 5087.171875
	Iteration 10Q: 3 clusters Score -3231256 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3231409.000000 Penalty: 5087.171875
	Iteration 11Q: 3 clusters Score -3231409 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3231520.000000 Penalty: 5087.171875
	Iteration 12Q: 3 clusters Score -3231520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3231619.750000 Penalty: 5087.171875
	Iteration 13Q: 3 clusters Score -3231620 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3231680.500000 Penalty: 5087.171875
	Iteration 14Q: 3 clusters Score -3231680 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3231757.500000 Penalty: 5087.171875
	Iteration 15Q: 3 clusters Score -3231758 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3231803.000000 Penalty: 5087.171875
	Iteration 16Q: 3 clusters Score -3231803 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3231842.250000 Penalty: 5087.171875
	Iteration 17Q: 3 clusters Score -3231842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3231887.500000 Penalty: 5087.171875
	Iteration 18Q: 3 clusters Score -3231888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3231912.250000 Penalty: 5087.171875
	Iteration 19Q: 3 clusters Score -3231912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3231944.250000 Penalty: 5087.171875
	Iteration 20F: 3 clusters Score -3231944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3231955.250000 Penalty: 5087.171875
	Iteration 21Q: 3 clusters Score -3231955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3231959.000000 Penalty: 5087.171875
	Iteration 22Q: 3 clusters Score -3231959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3231979.000000 Penalty: 5087.171875
	Iteration 23Q: 3 clusters Score -3231979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3231981.500000 Penalty: 5087.171875
	Iteration 24Q: 3 clusters Score -3231982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3231990.500000 Penalty: 5087.171875
	Iteration 25Q: 3 clusters Score -3231990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3231989.500000 Penalty: 5087.171875
	Iteration 26Q: 3 clusters Score -3231990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3232002.000000 Penalty: 5087.171875
	Iteration 27Q: 3 clusters Score -3232002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3232010.750000 Penalty: 5087.171875
	Iteration 28Q: 3 clusters Score -3232011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3232011.500000 Penalty: 5087.171875
	Iteration 29Q: 3 clusters Score -3232012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3232013.000000 Penalty: 5087.171875
	Iteration 30Q: 3 clusters Score -3232013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3232013.000000 Penalty: 5087.171875
	Iteration 31Q: 3 clusters Score -3232013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3232014.250000 Penalty: 5087.171875
	Iteration 32Q: 3 clusters Score -3232014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3232011.750000 Penalty: 5087.171875
	Iteration 33Q: 3 clusters Score -3232012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3232009.000000 Penalty: 5087.171875
	Iteration 34Q: 3 clusters Score -3232009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3232012.750000 Penalty: 5087.171875
	Iteration 35Q: 3 clusters Score -3232013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3232008.000000 Penalty: 5087.171875
	Iteration 36Q: 3 clusters Score -3232008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3232009.250000 Penalty: 5087.171875
	Iteration 37Q: 3 clusters Score -3232009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3232009.000000 Penalty: 5087.171875
	Iteration 38Q: 3 clusters Score -3232009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3232009.000000 Penalty: 5087.171875
	Iteration 39F: 3 clusters Score -3232009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 234990 members 
Mstep: Class 3 contains 167304 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 101296 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 161971 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 99745 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 145041 members 
Mstep: Class 14 contains 112602 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 41590 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 18132 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 103129 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 169038 members 
Mstep: Class 26 contains 69535 members 
Mstep: Class 27 contains 31713 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 84914 members 
Mstep: Class 31 contains 1561 members 
Mstep: Class 32 contains 3047 members 
Mstep: Class 33 contains 26139 members 
Entering Unmasked Estep 
Score: -205552960.000000 Penalty: 117808.554688
Splitting cluster 28 changes total score from -205539328.000000 to -205552960.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 234990 members 
Mstep: Class 3 contains 167304 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 101296 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 161971 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 99745 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 145041 members 
Mstep: Class 14 contains 112602 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 41590 members 
Mstep: Class 19 contains 16605 members 
Mstep: Class 20 contains 18132 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 103129 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 169038 members 
Mstep: Class 26 contains 69535 members 
Mstep: Class 27 contains 31713 members 
Mstep: Class 28 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557568.000000 Penalty: 117808.554688
Iteration 79Q: 34 clusters Score -2.055576e+08 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 235788 members 
Mstep: Class 3 contains 167869 members 
Mstep: Class 4 contains 16450 members 
Mstep: Class 5 contains 101187 members 
Mstep: Class 6 contains 38387 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 161197 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 99489 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 144352 members 
Mstep: Class 14 contains 113284 members 
Mstep: Class 15 contains 26622 members 
Mstep: Class 16 contains 28528 members 
Mstep: Class 17 contains 11801 members 
Mstep: Class 18 contains 41881 members 
Mstep: Class 19 contains 16452 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 104344 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 168896 members 
Mstep: Class 26 contains 69504 members 
Mstep: Class 27 contains 32331 members 
Mstep: Class 28 contains 2467 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 82040 members 
Mstep: Class 31 contains 1597 members 
Mstep: Class 32 contains 3073 members 
Mstep: Class 33 contains 25649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561264.000000 Penalty: 117808.554688
Iteration 80F: 34 clusters Score -2.055613e+08 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 234627 members 
Mstep: Class 3 contains 168454 members 
Mstep: Class 4 contains 16552 members 
Mstep: Class 5 contains 101083 members 
Mstep: Class 6 contains 38334 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 160482 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 99223 members 
Mstep: Class 12 contains 15438 members 
Mstep: Class 13 contains 143286 members 
Mstep: Class 14 contains 113443 members 
Mstep: Class 15 contains 26805 members 
Mstep: Class 16 contains 28911 members 
Mstep: Class 17 contains 11848 members 
Mstep: Class 18 contains 41591 members 
Mstep: Class 19 contains 16303 members 
Mstep: Class 20 contains 18658 members 
Mstep: Class 21 contains 9468 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 105503 members 
Mstep: Class 24 contains 7018 members 
Mstep: Class 25 contains 168722 members 
Mstep: Class 26 contains 69368 members 
Mstep: Class 27 contains 32442 members 
Mstep: Class 28 contains 2484 members 
Mstep: Class 29 contains 1376 members 
Mstep: Class 30 contains 81893 members 
Mstep: Class 31 contains 1916 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 26435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561888.000000 Penalty: 117808.554688
Iteration 81Q: 34 clusters Score -2.055619e+08 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 234063 members 
Mstep: Class 3 contains 169037 members 
Mstep: Class 4 contains 16637 members 
Mstep: Class 5 contains 100996 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159832 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 11 contains 98912 members 
Mstep: Class 12 contains 15437 members 
Mstep: Class 13 contains 142114 members 
Mstep: Class 14 contains 113600 members 
Mstep: Class 15 contains 26993 members 
Mstep: Class 16 contains 29357 members 
Mstep: Class 17 contains 11946 members 
Mstep: Class 18 contains 41325 members 
Mstep: Class 19 contains 16147 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 9413 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 106598 members 
Mstep: Class 24 contains 7003 members 
Mstep: Class 25 contains 168499 members 
Mstep: Class 26 contains 69256 members 
Mstep: Class 27 contains 32671 members 
Mstep: Class 28 contains 2564 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 81774 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 3681 members 
Mstep: Class 33 contains 26857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562816.000000 Penalty: 117808.554688
Iteration 82Q: 34 clusters Score -2.055628e+08 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 233780 members 
Mstep: Class 3 contains 169570 members 
Mstep: Class 4 contains 16716 members 
Mstep: Class 5 contains 100940 members 
Mstep: Class 6 contains 38287 members 
Mstep: Class 7 contains 6364 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159294 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 11 contains 98607 members 
Mstep: Class 12 contains 15435 members 
Mstep: Class 13 contains 140928 members 
Mstep: Class 14 contains 113717 members 
Mstep: Class 15 contains 27173 members 
Mstep: Class 16 contains 29760 members 
Mstep: Class 17 contains 12017 members 
Mstep: Class 18 contains 41151 members 
Mstep: Class 19 contains 15993 members 
Mstep: Class 20 contains 18850 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 107638 members 
Mstep: Class 24 contains 6995 members 
Mstep: Class 25 contains 168288 members 
Mstep: Class 26 contains 69150 members 
Mstep: Class 27 contains 32821 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 81722 members 
Mstep: Class 31 contains 2396 members 
Mstep: Class 32 contains 3729 members 
Mstep: Class 33 contains 27077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563408.000000 Penalty: 117808.554688
Iteration 83Q: 34 clusters Score -2.055634e+08 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 233682 members 
Mstep: Class 3 contains 170081 members 
Mstep: Class 4 contains 16779 members 
Mstep: Class 5 contains 100871 members 
Mstep: Class 6 contains 38259 members 
Mstep: Class 7 contains 6355 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158817 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 98310 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 139661 members 
Mstep: Class 14 contains 113829 members 
Mstep: Class 15 contains 27327 members 
Mstep: Class 16 contains 30146 members 
Mstep: Class 17 contains 12107 members 
Mstep: Class 18 contains 40979 members 
Mstep: Class 19 contains 15854 members 
Mstep: Class 20 contains 18898 members 
Mstep: Class 21 contains 9346 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 108620 members 
Mstep: Class 24 contains 6998 members 
Mstep: Class 25 contains 168100 members 
Mstep: Class 26 contains 69043 members 
Mstep: Class 27 contains 32989 members 
Mstep: Class 28 contains 2738 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 81707 members 
Mstep: Class 31 contains 2622 members 
Mstep: Class 32 contains 3745 members 
Mstep: Class 33 contains 27215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563264.000000 Penalty: 117808.554688
Iteration 84Q: 34 clusters Score -2.055633e+08 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 233692 members 
Mstep: Class 3 contains 170523 members 
Mstep: Class 4 contains 16858 members 
Mstep: Class 5 contains 100808 members 
Mstep: Class 6 contains 38225 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158399 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 98053 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 138355 members 
Mstep: Class 14 contains 113950 members 
Mstep: Class 15 contains 27466 members 
Mstep: Class 16 contains 30482 members 
Mstep: Class 17 contains 12203 members 
Mstep: Class 18 contains 40771 members 
Mstep: Class 19 contains 15741 members 
Mstep: Class 20 contains 18929 members 
Mstep: Class 21 contains 9318 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 109578 members 
Mstep: Class 24 contains 7000 members 
Mstep: Class 25 contains 167906 members 
Mstep: Class 26 contains 68954 members 
Mstep: Class 27 contains 33121 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 81733 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 3753 members 
Mstep: Class 33 contains 27300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563344.000000 Penalty: 117808.554688
Iteration 85Q: 34 clusters Score -2.055633e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 233806 members 
Mstep: Class 3 contains 170878 members 
Mstep: Class 4 contains 16933 members 
Mstep: Class 5 contains 100771 members 
Mstep: Class 6 contains 38192 members 
Mstep: Class 7 contains 6336 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158021 members 
Mstep: Class 10 contains 9920 members 
Mstep: Class 11 contains 97829 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 137024 members 
Mstep: Class 14 contains 114051 members 
Mstep: Class 15 contains 27612 members 
Mstep: Class 16 contains 30828 members 
Mstep: Class 17 contains 12306 members 
Mstep: Class 18 contains 40558 members 
Mstep: Class 19 contains 15639 members 
Mstep: Class 20 contains 18943 members 
Mstep: Class 21 contains 9302 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 110483 members 
Mstep: Class 24 contains 7010 members 
Mstep: Class 25 contains 167719 members 
Mstep: Class 26 contains 68871 members 
Mstep: Class 27 contains 33276 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81726 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 3754 members 
Mstep: Class 33 contains 27345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564064.000000 Penalty: 117808.554688
Iteration 86Q: 34 clusters Score -2.055641e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 233926 members 
Mstep: Class 3 contains 171186 members 
Mstep: Class 4 contains 16988 members 
Mstep: Class 5 contains 100735 members 
Mstep: Class 6 contains 38169 members 
Mstep: Class 7 contains 6314 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157706 members 
Mstep: Class 10 contains 9910 members 
Mstep: Class 11 contains 97659 members 
Mstep: Class 12 contains 15466 members 
Mstep: Class 13 contains 135731 members 
Mstep: Class 14 contains 114154 members 
Mstep: Class 15 contains 27717 members 
Mstep: Class 16 contains 31148 members 
Mstep: Class 17 contains 12395 members 
Mstep: Class 18 contains 40398 members 
Mstep: Class 19 contains 15547 members 
Mstep: Class 20 contains 18954 members 
Mstep: Class 21 contains 9283 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 111311 members 
Mstep: Class 24 contains 7019 members 
Mstep: Class 25 contains 167566 members 
Mstep: Class 26 contains 68788 members 
Mstep: Class 27 contains 33418 members 
Mstep: Class 28 contains 2998 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81751 members 
Mstep: Class 31 contains 3221 members 
Mstep: Class 32 contains 3757 members 
Mstep: Class 33 contains 27368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564208.000000 Penalty: 117808.554688
Iteration 87Q: 34 clusters Score -2.055642e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 234143 members 
Mstep: Class 3 contains 171434 members 
Mstep: Class 4 contains 17049 members 
Mstep: Class 5 contains 100692 members 
Mstep: Class 6 contains 38138 members 
Mstep: Class 7 contains 6303 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157427 members 
Mstep: Class 10 contains 9900 members 
Mstep: Class 11 contains 97518 members 
Mstep: Class 12 contains 15489 members 
Mstep: Class 13 contains 134400 members 
Mstep: Class 14 contains 114232 members 
Mstep: Class 15 contains 27818 members 
Mstep: Class 16 contains 31425 members 
Mstep: Class 17 contains 12480 members 
Mstep: Class 18 contains 40259 members 
Mstep: Class 19 contains 15492 members 
Mstep: Class 20 contains 18966 members 
Mstep: Class 21 contains 9271 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 112107 members 
Mstep: Class 24 contains 7022 members 
Mstep: Class 25 contains 167431 members 
Mstep: Class 26 contains 68722 members 
Mstep: Class 27 contains 33522 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81781 members 
Mstep: Class 31 contains 3376 members 
Mstep: Class 32 contains 3760 members 
Mstep: Class 33 contains 27387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564768.000000 Penalty: 117808.554688
Iteration 88Q: 34 clusters Score -2.055648e+08 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 234441 members 
Mstep: Class 3 contains 171644 members 
Mstep: Class 4 contains 17094 members 
Mstep: Class 5 contains 100654 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157206 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 97386 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 133089 members 
Mstep: Class 14 contains 114302 members 
Mstep: Class 15 contains 27916 members 
Mstep: Class 16 contains 31684 members 
Mstep: Class 17 contains 12544 members 
Mstep: Class 18 contains 40113 members 
Mstep: Class 19 contains 15419 members 
Mstep: Class 20 contains 18936 members 
Mstep: Class 21 contains 9257 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 112849 members 
Mstep: Class 24 contains 7026 members 
Mstep: Class 25 contains 167315 members 
Mstep: Class 26 contains 68678 members 
Mstep: Class 27 contains 33647 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81810 members 
Mstep: Class 31 contains 3527 members 
Mstep: Class 32 contains 3763 members 
Mstep: Class 33 contains 27392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564816.000000 Penalty: 117808.554688
Iteration 89Q: 34 clusters Score -2.055648e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 234682 members 
Mstep: Class 3 contains 171815 members 
Mstep: Class 4 contains 17130 members 
Mstep: Class 5 contains 100618 members 
Mstep: Class 6 contains 38099 members 
Mstep: Class 7 contains 6277 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157043 members 
Mstep: Class 10 contains 9900 members 
Mstep: Class 11 contains 97251 members 
Mstep: Class 12 contains 15489 members 
Mstep: Class 13 contains 131818 members 
Mstep: Class 14 contains 114358 members 
Mstep: Class 15 contains 28015 members 
Mstep: Class 16 contains 31957 members 
Mstep: Class 17 contains 12608 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 19 contains 15355 members 
Mstep: Class 20 contains 18906 members 
Mstep: Class 21 contains 9251 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 113575 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 167203 members 
Mstep: Class 26 contains 68636 members 
Mstep: Class 27 contains 33770 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81838 members 
Mstep: Class 31 contains 3654 members 
Mstep: Class 32 contains 3765 members 
Mstep: Class 33 contains 27408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564960.000000 Penalty: 117808.554688
Iteration 90Q: 34 clusters Score -2.05565e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 234940 members 
Mstep: Class 3 contains 171945 members 
Mstep: Class 4 contains 17166 members 
Mstep: Class 5 contains 100581 members 
Mstep: Class 6 contains 38088 members 
Mstep: Class 7 contains 6267 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156916 members 
Mstep: Class 10 contains 9905 members 
Mstep: Class 11 contains 97136 members 
Mstep: Class 12 contains 15501 members 
Mstep: Class 13 contains 130545 members 
Mstep: Class 14 contains 114403 members 
Mstep: Class 15 contains 28141 members 
Mstep: Class 16 contains 32265 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 39861 members 
Mstep: Class 19 contains 15285 members 
Mstep: Class 20 contains 18890 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 114240 members 
Mstep: Class 24 contains 7054 members 
Mstep: Class 25 contains 167122 members 
Mstep: Class 26 contains 68587 members 
Mstep: Class 27 contains 33886 members 
Mstep: Class 28 contains 3225 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81868 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 3767 members 
Mstep: Class 33 contains 27410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565040.000000 Penalty: 117808.554688
Iteration 91Q: 34 clusters Score -2.05565e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 235187 members 
Mstep: Class 3 contains 172064 members 
Mstep: Class 4 contains 17197 members 
Mstep: Class 5 contains 100563 members 
Mstep: Class 6 contains 38084 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156817 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 11 contains 97014 members 
Mstep: Class 12 contains 15505 members 
Mstep: Class 13 contains 129263 members 
Mstep: Class 14 contains 114454 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 32586 members 
Mstep: Class 17 contains 12690 members 
Mstep: Class 18 contains 39784 members 
Mstep: Class 19 contains 15228 members 
Mstep: Class 20 contains 18882 members 
Mstep: Class 21 contains 9215 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 114873 members 
Mstep: Class 24 contains 7064 members 
Mstep: Class 25 contains 167064 members 
Mstep: Class 26 contains 68540 members 
Mstep: Class 27 contains 34010 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81878 members 
Mstep: Class 31 contains 3850 members 
Mstep: Class 32 contains 3770 members 
Mstep: Class 33 contains 27422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565168.000000 Penalty: 117808.554688
Iteration 92Q: 34 clusters Score -2.055652e+08 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 235454 members 
Mstep: Class 3 contains 172150 members 
Mstep: Class 4 contains 17228 members 
Mstep: Class 5 contains 100554 members 
Mstep: Class 6 contains 38087 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156744 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 96897 members 
Mstep: Class 12 contains 15502 members 
Mstep: Class 13 contains 128003 members 
Mstep: Class 14 contains 114518 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 32909 members 
Mstep: Class 17 contains 12723 members 
Mstep: Class 18 contains 39709 members 
Mstep: Class 19 contains 15180 members 
Mstep: Class 20 contains 18856 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 115464 members 
Mstep: Class 24 contains 7070 members 
Mstep: Class 25 contains 167018 members 
Mstep: Class 26 contains 68493 members 
Mstep: Class 27 contains 34143 members 
Mstep: Class 28 contains 3295 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81895 members 
Mstep: Class 31 contains 3944 members 
Mstep: Class 32 contains 3769 members 
Mstep: Class 33 contains 27415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565200.000000 Penalty: 117808.554688
Iteration 93Q: 34 clusters Score -2.055652e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 235735 members 
Mstep: Class 3 contains 172162 members 
Mstep: Class 4 contains 17251 members 
Mstep: Class 5 contains 100557 members 
Mstep: Class 6 contains 38078 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156718 members 
Mstep: Class 10 contains 9933 members 
Mstep: Class 11 contains 96797 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 126725 members 
Mstep: Class 14 contains 114560 members 
Mstep: Class 15 contains 28459 members 
Mstep: Class 16 contains 33240 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 39618 members 
Mstep: Class 19 contains 15132 members 
Mstep: Class 20 contains 18859 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 116063 members 
Mstep: Class 24 contains 7077 members 
Mstep: Class 25 contains 166974 members 
Mstep: Class 26 contains 68461 members 
Mstep: Class 27 contains 34247 members 
Mstep: Class 28 contains 3322 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81905 members 
Mstep: Class 31 contains 4038 members 
Mstep: Class 32 contains 3770 members 
Mstep: Class 33 contains 27424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565456.000000 Penalty: 117808.554688
Iteration 94Q: 34 clusters Score -2.055655e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 235953 members 
Mstep: Class 3 contains 172122 members 
Mstep: Class 4 contains 17280 members 
Mstep: Class 5 contains 100549 members 
Mstep: Class 6 contains 38074 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156758 members 
Mstep: Class 10 contains 9950 members 
Mstep: Class 11 contains 96713 members 
Mstep: Class 12 contains 15511 members 
Mstep: Class 13 contains 125540 members 
Mstep: Class 14 contains 114592 members 
Mstep: Class 15 contains 28539 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 39556 members 
Mstep: Class 19 contains 15100 members 
Mstep: Class 20 contains 18841 members 
Mstep: Class 21 contains 9142 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 116645 members 
Mstep: Class 24 contains 7087 members 
Mstep: Class 25 contains 166940 members 
Mstep: Class 26 contains 68427 members 
Mstep: Class 27 contains 34331 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81915 members 
Mstep: Class 31 contains 4140 members 
Mstep: Class 32 contains 3772 members 
Mstep: Class 33 contains 27420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565376.000000 Penalty: 117808.554688
Iteration 95Q: 34 clusters Score -2.055654e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 236184 members 
Mstep: Class 3 contains 172076 members 
Mstep: Class 4 contains 17303 members 
Mstep: Class 5 contains 100537 members 
Mstep: Class 6 contains 38075 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156822 members 
Mstep: Class 10 contains 9958 members 
Mstep: Class 11 contains 96637 members 
Mstep: Class 12 contains 15520 members 
Mstep: Class 13 contains 124428 members 
Mstep: Class 14 contains 114621 members 
Mstep: Class 15 contains 28623 members 
Mstep: Class 16 contains 33803 members 
Mstep: Class 17 contains 12857 members 
Mstep: Class 18 contains 39495 members 
Mstep: Class 19 contains 15070 members 
Mstep: Class 20 contains 18808 members 
Mstep: Class 21 contains 9113 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 117181 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 166905 members 
Mstep: Class 26 contains 68384 members 
Mstep: Class 27 contains 34397 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 81937 members 
Mstep: Class 31 contains 4235 members 
Mstep: Class 32 contains 3774 members 
Mstep: Class 33 contains 27416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565616.000000 Penalty: 117808.554688
Iteration 96Q: 34 clusters Score -2.055656e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 236408 members 
Mstep: Class 3 contains 172001 members 
Mstep: Class 4 contains 17330 members 
Mstep: Class 5 contains 100517 members 
Mstep: Class 6 contains 38072 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156895 members 
Mstep: Class 10 contains 9960 members 
Mstep: Class 11 contains 96583 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 123342 members 
Mstep: Class 14 contains 114642 members 
Mstep: Class 15 contains 28721 members 
Mstep: Class 16 contains 34072 members 
Mstep: Class 17 contains 12899 members 
Mstep: Class 18 contains 39439 members 
Mstep: Class 19 contains 15049 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 9091 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 117660 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 166856 members 
Mstep: Class 26 contains 68352 members 
Mstep: Class 27 contains 34471 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 81974 members 
Mstep: Class 31 contains 4324 members 
Mstep: Class 32 contains 3775 members 
Mstep: Class 33 contains 27423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566192.000000 Penalty: 117808.554688
Iteration 97Q: 34 clusters Score -2.055662e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 236639 members 
Mstep: Class 3 contains 171904 members 
Mstep: Class 4 contains 17350 members 
Mstep: Class 5 contains 100500 members 
Mstep: Class 6 contains 38077 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156994 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 96502 members 
Mstep: Class 12 contains 15537 members 
Mstep: Class 13 contains 122286 members 
Mstep: Class 14 contains 114673 members 
Mstep: Class 15 contains 28819 members 
Mstep: Class 16 contains 34337 members 
Mstep: Class 17 contains 12941 members 
Mstep: Class 18 contains 39408 members 
Mstep: Class 19 contains 15028 members 
Mstep: Class 20 contains 18715 members 
Mstep: Class 21 contains 9075 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 118112 members 
Mstep: Class 24 contains 7101 members 
Mstep: Class 25 contains 166803 members 
Mstep: Class 26 contains 68316 members 
Mstep: Class 27 contains 34548 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 81988 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 3775 members 
Mstep: Class 33 contains 27429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566384.000000 Penalty: 117808.554688
Iteration 98Q: 34 clusters Score -2.055664e+08 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 236855 members 
Mstep: Class 3 contains 171834 members 
Mstep: Class 4 contains 17367 members 
Mstep: Class 5 contains 100493 members 
Mstep: Class 6 contains 38079 members 
Mstep: Class 7 contains 6092 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157075 members 
Mstep: Class 10 contains 9976 members 
Mstep: Class 11 contains 96421 members 
Mstep: Class 12 contains 15546 members 
Mstep: Class 13 contains 121286 members 
Mstep: Class 14 contains 114694 members 
Mstep: Class 15 contains 28933 members 
Mstep: Class 16 contains 34619 members 
Mstep: Class 17 contains 12972 members 
Mstep: Class 18 contains 39372 members 
Mstep: Class 19 contains 15017 members 
Mstep: Class 20 contains 18621 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 118517 members 
Mstep: Class 24 contains 7100 members 
Mstep: Class 25 contains 166770 members 
Mstep: Class 26 contains 68279 members 
Mstep: Class 27 contains 34619 members 
Mstep: Class 28 contains 3536 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 81974 members 
Mstep: Class 31 contains 4561 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 27436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566544.000000 Penalty: 117808.554688
Iteration 99Q: 34 clusters Score -2.055665e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 237100 members 
Mstep: Class 3 contains 171760 members 
Mstep: Class 4 contains 17385 members 
Mstep: Class 5 contains 100485 members 
Mstep: Class 6 contains 38072 members 
Mstep: Class 7 contains 6060 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157144 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 96347 members 
Mstep: Class 12 contains 15555 members 
Mstep: Class 13 contains 120265 members 
Mstep: Class 14 contains 114690 members 
Mstep: Class 15 contains 29055 members 
Mstep: Class 16 contains 34879 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 39337 members 
Mstep: Class 19 contains 15013 members 
Mstep: Class 20 contains 18547 members 
Mstep: Class 21 contains 9032 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 118926 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 166751 members 
Mstep: Class 26 contains 68247 members 
Mstep: Class 27 contains 34662 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 81960 members 
Mstep: Class 31 contains 4700 members 
Mstep: Class 32 contains 3781 members 
Mstep: Class 33 contains 27428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566448.000000 Penalty: 117808.554688
Iteration 100F: 34 clusters Score -2.055664e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 237338 members 
Mstep: Class 3 contains 171666 members 
Mstep: Class 4 contains 17395 members 
Mstep: Class 5 contains 100470 members 
Mstep: Class 6 contains 38069 members 
Mstep: Class 7 contains 6039 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157233 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 96263 members 
Mstep: Class 12 contains 15564 members 
Mstep: Class 13 contains 119289 members 
Mstep: Class 14 contains 114701 members 
Mstep: Class 15 contains 29157 members 
Mstep: Class 16 contains 35157 members 
Mstep: Class 17 contains 13065 members 
Mstep: Class 18 contains 39293 members 
Mstep: Class 19 contains 15004 members 
Mstep: Class 20 contains 18492 members 
Mstep: Class 21 contains 9003 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 119305 members 
Mstep: Class 24 contains 7102 members 
Mstep: Class 25 contains 166733 members 
Mstep: Class 26 contains 68226 members 
Mstep: Class 27 contains 34683 members 
Mstep: Class 28 contains 3646 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 81958 members 
Mstep: Class 31 contains 4861 members 
Mstep: Class 32 contains 3785 members 
Mstep: Class 33 contains 27419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566288.000000 Penalty: 117808.554688
Iteration 101Q: 34 clusters Score -2.055663e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 237553 members 
Mstep: Class 3 contains 171579 members 
Mstep: Class 4 contains 17413 members 
Mstep: Class 5 contains 100456 members 
Mstep: Class 6 contains 38059 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157302 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 11 contains 96219 members 
Mstep: Class 12 contains 15568 members 
Mstep: Class 13 contains 118351 members 
Mstep: Class 14 contains 114699 members 
Mstep: Class 15 contains 29262 members 
Mstep: Class 16 contains 35417 members 
Mstep: Class 17 contains 13116 members 
Mstep: Class 18 contains 39252 members 
Mstep: Class 19 contains 14993 members 
Mstep: Class 20 contains 18411 members 
Mstep: Class 21 contains 8964 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 119679 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 166707 members 
Mstep: Class 26 contains 68202 members 
Mstep: Class 27 contains 34712 members 
Mstep: Class 28 contains 3691 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 81943 members 
Mstep: Class 31 contains 5027 members 
Mstep: Class 32 contains 3788 members 
Mstep: Class 33 contains 27421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566512.000000 Penalty: 117808.554688
Iteration 102Q: 34 clusters Score -2.055665e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 237773 members 
Mstep: Class 3 contains 171486 members 
Mstep: Class 4 contains 17429 members 
Mstep: Class 5 contains 100441 members 
Mstep: Class 6 contains 38062 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157375 members 
Mstep: Class 10 contains 10047 members 
Mstep: Class 11 contains 96177 members 
Mstep: Class 12 contains 15566 members 
Mstep: Class 13 contains 117464 members 
Mstep: Class 14 contains 114687 members 
Mstep: Class 15 contains 29359 members 
Mstep: Class 16 contains 35673 members 
Mstep: Class 17 contains 13158 members 
Mstep: Class 18 contains 39207 members 
Mstep: Class 19 contains 14981 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 120020 members 
Mstep: Class 24 contains 7106 members 
Mstep: Class 25 contains 166689 members 
Mstep: Class 26 contains 68169 members 
Mstep: Class 27 contains 34729 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 81940 members 
Mstep: Class 31 contains 5212 members 
Mstep: Class 32 contains 3790 members 
Mstep: Class 33 contains 27434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567392.000000 Penalty: 117808.554688
Iteration 103Q: 34 clusters Score -2.055674e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 237996 members 
Mstep: Class 3 contains 171405 members 
Mstep: Class 4 contains 17434 members 
Mstep: Class 5 contains 100419 members 
Mstep: Class 6 contains 38072 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157460 members 
Mstep: Class 10 contains 10054 members 
Mstep: Class 11 contains 96137 members 
Mstep: Class 12 contains 15566 members 
Mstep: Class 13 contains 116646 members 
Mstep: Class 14 contains 114669 members 
Mstep: Class 15 contains 29459 members 
Mstep: Class 16 contains 35888 members 
Mstep: Class 17 contains 13202 members 
Mstep: Class 18 contains 39180 members 
Mstep: Class 19 contains 14971 members 
Mstep: Class 20 contains 18265 members 
Mstep: Class 21 contains 8878 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 120322 members 
Mstep: Class 24 contains 7105 members 
Mstep: Class 25 contains 166648 members 
Mstep: Class 26 contains 68173 members 
Mstep: Class 27 contains 34758 members 
Mstep: Class 28 contains 3790 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 81939 members 
Mstep: Class 31 contains 5369 members 
Mstep: Class 32 contains 3788 members 
Mstep: Class 33 contains 27428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567888.000000 Penalty: 117808.554688
Iteration 104Q: 34 clusters Score -2.055679e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 238206 members 
Mstep: Class 3 contains 171329 members 
Mstep: Class 4 contains 17440 members 
Mstep: Class 5 contains 100386 members 
Mstep: Class 6 contains 38073 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157553 members 
Mstep: Class 10 contains 10063 members 
Mstep: Class 11 contains 96118 members 
Mstep: Class 12 contains 15563 members 
Mstep: Class 13 contains 115881 members 
Mstep: Class 14 contains 114641 members 
Mstep: Class 15 contains 29556 members 
Mstep: Class 16 contains 36077 members 
Mstep: Class 17 contains 13251 members 
Mstep: Class 18 contains 39153 members 
Mstep: Class 19 contains 14967 members 
Mstep: Class 20 contains 18214 members 
Mstep: Class 21 contains 8829 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 120588 members 
Mstep: Class 24 contains 7110 members 
Mstep: Class 25 contains 166619 members 
Mstep: Class 26 contains 68155 members 
Mstep: Class 27 contains 34793 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 81943 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3788 members 
Mstep: Class 33 contains 27435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567376.000000 Penalty: 117808.554688
Iteration 105Q: 34 clusters Score -2.055674e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 238420 members 
Mstep: Class 3 contains 171233 members 
Mstep: Class 4 contains 17445 members 
Mstep: Class 5 contains 100365 members 
Mstep: Class 6 contains 38065 members 
Mstep: Class 7 contains 5872 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157639 members 
Mstep: Class 10 contains 10083 members 
Mstep: Class 11 contains 96103 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 115173 members 
Mstep: Class 14 contains 114626 members 
Mstep: Class 15 contains 29647 members 
Mstep: Class 16 contains 36248 members 
Mstep: Class 17 contains 13288 members 
Mstep: Class 18 contains 39147 members 
Mstep: Class 19 contains 14958 members 
Mstep: Class 20 contains 18174 members 
Mstep: Class 21 contains 8780 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 120871 members 
Mstep: Class 24 contains 7112 members 
Mstep: Class 25 contains 166594 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 34800 members 
Mstep: Class 28 contains 3861 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 81940 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 3789 members 
Mstep: Class 33 contains 27437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567328.000000 Penalty: 117808.554688
Iteration 106Q: 34 clusters Score -2.055673e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 238634 members 
Mstep: Class 3 contains 171148 members 
Mstep: Class 4 contains 17454 members 
Mstep: Class 5 contains 100358 members 
Mstep: Class 6 contains 38053 members 
Mstep: Class 7 contains 5830 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157707 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 96086 members 
Mstep: Class 12 contains 15555 members 
Mstep: Class 13 contains 114506 members 
Mstep: Class 14 contains 114601 members 
Mstep: Class 15 contains 29729 members 
Mstep: Class 16 contains 36389 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 39123 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 18127 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 121134 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 166579 members 
Mstep: Class 26 contains 68117 members 
Mstep: Class 27 contains 34820 members 
Mstep: Class 28 contains 3885 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 81936 members 
Mstep: Class 31 contains 5758 members 
Mstep: Class 32 contains 3790 members 
Mstep: Class 33 contains 27452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567744.000000 Penalty: 117808.554688
Iteration 107Q: 34 clusters Score -2.055677e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 238851 members 
Mstep: Class 3 contains 171069 members 
Mstep: Class 4 contains 17465 members 
Mstep: Class 5 contains 100351 members 
Mstep: Class 6 contains 38050 members 
Mstep: Class 7 contains 5785 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157763 members 
Mstep: Class 10 contains 10113 members 
Mstep: Class 11 contains 96063 members 
Mstep: Class 12 contains 15546 members 
Mstep: Class 13 contains 113862 members 
Mstep: Class 14 contains 114604 members 
Mstep: Class 15 contains 29804 members 
Mstep: Class 16 contains 36524 members 
Mstep: Class 17 contains 13374 members 
Mstep: Class 18 contains 39105 members 
Mstep: Class 19 contains 14947 members 
Mstep: Class 20 contains 18069 members 
Mstep: Class 21 contains 8694 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 121407 members 
Mstep: Class 24 contains 7110 members 
Mstep: Class 25 contains 166559 members 
Mstep: Class 26 contains 68105 members 
Mstep: Class 27 contains 34825 members 
Mstep: Class 28 contains 3910 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 81931 members 
Mstep: Class 31 contains 5886 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 27450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567792.000000 Penalty: 117808.554688
Iteration 108Q: 34 clusters Score -2.055678e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 239035 members 
Mstep: Class 3 contains 170976 members 
Mstep: Class 4 contains 17475 members 
Mstep: Class 5 contains 100350 members 
Mstep: Class 6 contains 38045 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157825 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 96037 members 
Mstep: Class 12 contains 15536 members 
Mstep: Class 13 contains 113214 members 
Mstep: Class 14 contains 114576 members 
Mstep: Class 15 contains 29888 members 
Mstep: Class 16 contains 36668 members 
Mstep: Class 17 contains 13412 members 
Mstep: Class 18 contains 39078 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 18023 members 
Mstep: Class 21 contains 8660 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 121692 members 
Mstep: Class 24 contains 7107 members 
Mstep: Class 25 contains 166530 members 
Mstep: Class 26 contains 68092 members 
Mstep: Class 27 contains 34822 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 81937 members 
Mstep: Class 31 contains 6028 members 
Mstep: Class 32 contains 3791 members 
Mstep: Class 33 contains 27441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567888.000000 Penalty: 117808.554688
Iteration 109Q: 34 clusters Score -2.055679e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 239195 members 
Mstep: Class 3 contains 170904 members 
Mstep: Class 4 contains 17482 members 
Mstep: Class 5 contains 100333 members 
Mstep: Class 6 contains 38049 members 
Mstep: Class 7 contains 5708 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157873 members 
Mstep: Class 10 contains 10148 members 
Mstep: Class 11 contains 95997 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 13 contains 112590 members 
Mstep: Class 14 contains 114561 members 
Mstep: Class 15 contains 29954 members 
Mstep: Class 16 contains 36798 members 
Mstep: Class 17 contains 13460 members 
Mstep: Class 18 contains 39042 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 17981 members 
Mstep: Class 21 contains 8645 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 121962 members 
Mstep: Class 24 contains 7106 members 
Mstep: Class 25 contains 166522 members 
Mstep: Class 26 contains 68069 members 
Mstep: Class 27 contains 34829 members 
Mstep: Class 28 contains 3992 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 81950 members 
Mstep: Class 31 contains 6166 members 
Mstep: Class 32 contains 3795 members 
Mstep: Class 33 contains 27428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568048.000000 Penalty: 117808.554688
Iteration 110Q: 34 clusters Score -2.05568e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 239307 members 
Mstep: Class 3 contains 170827 members 
Mstep: Class 4 contains 17485 members 
Mstep: Class 5 contains 100327 members 
Mstep: Class 6 contains 38046 members 
Mstep: Class 7 contains 5693 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157926 members 
Mstep: Class 10 contains 10156 members 
Mstep: Class 11 contains 95950 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 112014 members 
Mstep: Class 14 contains 114560 members 
Mstep: Class 15 contains 30035 members 
Mstep: Class 16 contains 36910 members 
Mstep: Class 17 contains 13504 members 
Mstep: Class 18 contains 39017 members 
Mstep: Class 19 contains 14954 members 
Mstep: Class 20 contains 17960 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 122232 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 166509 members 
Mstep: Class 26 contains 68044 members 
Mstep: Class 27 contains 34823 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81936 members 
Mstep: Class 31 contains 6320 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568192.000000 Penalty: 117808.554688
Iteration 111Q: 34 clusters Score -2.055682e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 239448 members 
Mstep: Class 3 contains 170779 members 
Mstep: Class 4 contains 17486 members 
Mstep: Class 5 contains 100325 members 
Mstep: Class 6 contains 38043 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157973 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 95901 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 111434 members 
Mstep: Class 14 contains 114544 members 
Mstep: Class 15 contains 30119 members 
Mstep: Class 16 contains 37020 members 
Mstep: Class 17 contains 13532 members 
Mstep: Class 18 contains 39007 members 
Mstep: Class 19 contains 14967 members 
Mstep: Class 20 contains 17948 members 
Mstep: Class 21 contains 8600 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 122484 members 
Mstep: Class 24 contains 7090 members 
Mstep: Class 25 contains 166498 members 
Mstep: Class 26 contains 68042 members 
Mstep: Class 27 contains 34803 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81929 members 
Mstep: Class 31 contains 6455 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568288.000000 Penalty: 117808.554688
Iteration 112Q: 34 clusters Score -2.055683e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 239649 members 
Mstep: Class 3 contains 170716 members 
Mstep: Class 4 contains 17481 members 
Mstep: Class 5 contains 100321 members 
Mstep: Class 6 contains 38046 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158032 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 95860 members 
Mstep: Class 12 contains 15529 members 
Mstep: Class 13 contains 110827 members 
Mstep: Class 14 contains 114529 members 
Mstep: Class 15 contains 30180 members 
Mstep: Class 16 contains 37095 members 
Mstep: Class 17 contains 13557 members 
Mstep: Class 18 contains 39012 members 
Mstep: Class 19 contains 14962 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 122756 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 166494 members 
Mstep: Class 26 contains 68021 members 
Mstep: Class 27 contains 34811 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81931 members 
Mstep: Class 31 contains 6575 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568144.000000 Penalty: 117808.554688
Iteration 113Q: 34 clusters Score -2.055681e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 239851 members 
Mstep: Class 3 contains 170664 members 
Mstep: Class 4 contains 17481 members 
Mstep: Class 5 contains 100304 members 
Mstep: Class 6 contains 38047 members 
Mstep: Class 7 contains 5603 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158093 members 
Mstep: Class 10 contains 10177 members 
Mstep: Class 11 contains 95828 members 
Mstep: Class 12 contains 15527 members 
Mstep: Class 13 contains 110211 members 
Mstep: Class 14 contains 114521 members 
Mstep: Class 15 contains 30254 members 
Mstep: Class 16 contains 37171 members 
Mstep: Class 17 contains 13597 members 
Mstep: Class 18 contains 38982 members 
Mstep: Class 19 contains 14959 members 
Mstep: Class 20 contains 17901 members 
Mstep: Class 21 contains 8554 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 123000 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 166496 members 
Mstep: Class 26 contains 68012 members 
Mstep: Class 27 contains 34816 members 
Mstep: Class 28 contains 4110 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81920 members 
Mstep: Class 31 contains 6678 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568016.000000 Penalty: 117808.554688
Iteration 114Q: 34 clusters Score -2.05568e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 240039 members 
Mstep: Class 3 contains 170620 members 
Mstep: Class 4 contains 17479 members 
Mstep: Class 5 contains 100292 members 
Mstep: Class 6 contains 38043 members 
Mstep: Class 7 contains 5585 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158143 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 95802 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 109570 members 
Mstep: Class 14 contains 114522 members 
Mstep: Class 15 contains 30343 members 
Mstep: Class 16 contains 37230 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 38934 members 
Mstep: Class 19 contains 14957 members 
Mstep: Class 20 contains 17890 members 
Mstep: Class 21 contains 8539 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 123278 members 
Mstep: Class 24 contains 7090 members 
Mstep: Class 25 contains 166490 members 
Mstep: Class 26 contains 68013 members 
Mstep: Class 27 contains 34818 members 
Mstep: Class 28 contains 4140 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81916 members 
Mstep: Class 31 contains 6769 members 
Mstep: Class 32 contains 3802 members 
Mstep: Class 33 contains 27422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568048.000000 Penalty: 117808.554688
Iteration 115Q: 34 clusters Score -2.05568e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 240236 members 
Mstep: Class 3 contains 170558 members 
Mstep: Class 4 contains 17483 members 
Mstep: Class 5 contains 100288 members 
Mstep: Class 6 contains 38039 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158208 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 95770 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 108953 members 
Mstep: Class 14 contains 114543 members 
Mstep: Class 15 contains 30426 members 
Mstep: Class 16 contains 37271 members 
Mstep: Class 17 contains 13687 members 
Mstep: Class 18 contains 38889 members 
Mstep: Class 19 contains 14965 members 
Mstep: Class 20 contains 17876 members 
Mstep: Class 21 contains 8529 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 123557 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 166498 members 
Mstep: Class 26 contains 67997 members 
Mstep: Class 27 contains 34804 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81915 members 
Mstep: Class 31 contains 6850 members 
Mstep: Class 32 contains 3802 members 
Mstep: Class 33 contains 27430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568080.000000 Penalty: 117808.554688
Iteration 116Q: 34 clusters Score -2.055681e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 240476 members 
Mstep: Class 3 contains 170488 members 
Mstep: Class 4 contains 17481 members 
Mstep: Class 5 contains 100297 members 
Mstep: Class 6 contains 38036 members 
Mstep: Class 7 contains 5507 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158279 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 95732 members 
Mstep: Class 12 contains 15535 members 
Mstep: Class 13 contains 108348 members 
Mstep: Class 14 contains 114555 members 
Mstep: Class 15 contains 30489 members 
Mstep: Class 16 contains 37323 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 18 contains 38852 members 
Mstep: Class 19 contains 14965 members 
Mstep: Class 20 contains 17859 members 
Mstep: Class 21 contains 8516 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 123815 members 
Mstep: Class 24 contains 7087 members 
Mstep: Class 25 contains 166516 members 
Mstep: Class 26 contains 67976 members 
Mstep: Class 27 contains 34791 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81908 members 
Mstep: Class 31 contains 6920 members 
Mstep: Class 32 contains 3802 members 
Mstep: Class 33 contains 27437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568032.000000 Penalty: 117808.554688
Iteration 117Q: 34 clusters Score -2.05568e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 240679 members 
Mstep: Class 3 contains 170416 members 
Mstep: Class 4 contains 17481 members 
Mstep: Class 5 contains 100291 members 
Mstep: Class 6 contains 38041 members 
Mstep: Class 7 contains 5465 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158359 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 95698 members 
Mstep: Class 12 contains 15533 members 
Mstep: Class 13 contains 107763 members 
Mstep: Class 14 contains 114568 members 
Mstep: Class 15 contains 30565 members 
Mstep: Class 16 contains 37385 members 
Mstep: Class 17 contains 13792 members 
Mstep: Class 18 contains 38829 members 
Mstep: Class 19 contains 14965 members 
Mstep: Class 20 contains 17835 members 
Mstep: Class 21 contains 8507 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124055 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 166522 members 
Mstep: Class 26 contains 67975 members 
Mstep: Class 27 contains 34790 members 
Mstep: Class 28 contains 4222 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81894 members 
Mstep: Class 31 contains 6984 members 
Mstep: Class 32 contains 3802 members 
Mstep: Class 33 contains 27438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568640.000000 Penalty: 117808.554688
Iteration 118Q: 34 clusters Score -2.055686e+08 nChanged 1555
Entering ConstructFrom: 
Score: -205568640.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Entering Unmasked Estep 
Score: -2368363.250000 Penalty: 2465.791504
	Iteration 0F: 2 clusters Score -2368363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2353751.750000 Penalty: 4931.583008
	Iteration 0F: 3 clusters Score -2353752 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2358989.500000 Penalty: 4931.583008
	Iteration 1F: 3 clusters Score -2358990 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2360107.000000 Penalty: 4931.583008
	Iteration 2F: 3 clusters Score -2360107 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2361433.250000 Penalty: 4931.583008
	Iteration 3F: 3 clusters Score -2361433 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2362843.750000 Penalty: 4931.583008
	Iteration 4F: 3 clusters Score -2362844 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2364075.250000 Penalty: 4931.583008
	Iteration 5F: 3 clusters Score -2364075 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2364970.250000 Penalty: 4931.583008
	Iteration 6F: 3 clusters Score -2364970 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2365638.250000 Penalty: 4931.583008
	Iteration 7F: 3 clusters Score -2365638 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2366177.500000 Penalty: 4931.583008
	Iteration 8Q: 3 clusters Score -2366178 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2366613.000000 Penalty: 4931.583008
	Iteration 9Q: 3 clusters Score -2366613 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2366977.750000 Penalty: 4931.583008
	Iteration 10Q: 3 clusters Score -2366978 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2367228.000000 Penalty: 4931.583008
	Iteration 11Q: 3 clusters Score -2367228 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2367387.250000 Penalty: 4931.583008
	Iteration 12Q: 3 clusters Score -2367387 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2367504.000000 Penalty: 4931.583008
	Iteration 13Q: 3 clusters Score -2367504 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2367586.000000 Penalty: 4931.583008
	Iteration 14Q: 3 clusters Score -2367586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2367628.250000 Penalty: 4931.583008
	Iteration 15Q: 3 clusters Score -2367628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2367662.500000 Penalty: 4931.583008
	Iteration 16Q: 3 clusters Score -2367662 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2367691.750000 Penalty: 4931.583008
	Iteration 17Q: 3 clusters Score -2367692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2367702.750000 Penalty: 4931.583008
	Iteration 18Q: 3 clusters Score -2367703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2367719.000000 Penalty: 4931.583008
	Iteration 19Q: 3 clusters Score -2367719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2367729.500000 Penalty: 4931.583008
	Iteration 20F: 3 clusters Score -2367730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2367735.500000 Penalty: 4931.583008
	Iteration 21Q: 3 clusters Score -2367736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2367752.000000 Penalty: 4931.583008
	Iteration 22Q: 3 clusters Score -2367752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2367761.000000 Penalty: 4931.583008
	Iteration 23Q: 3 clusters Score -2367761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2367770.000000 Penalty: 4931.583008
	Iteration 24Q: 3 clusters Score -2367770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2367771.500000 Penalty: 4931.583008
	Iteration 25Q: 3 clusters Score -2367772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2367774.250000 Penalty: 4931.583008
	Iteration 26Q: 3 clusters Score -2367774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2367771.000000 Penalty: 4931.583008
	Iteration 27Q: 3 clusters Score -2367771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2367782.000000 Penalty: 4931.583008
	Iteration 28Q: 3 clusters Score -2367782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2367781.000000 Penalty: 4931.583008
	Iteration 29Q: 3 clusters Score -2367781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2367786.000000 Penalty: 4931.583008
	Iteration 30Q: 3 clusters Score -2367786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2367786.750000 Penalty: 4931.583008
	Iteration 31Q: 3 clusters Score -2367787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2367788.000000 Penalty: 4931.583008
	Iteration 32Q: 3 clusters Score -2367788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2367792.500000 Penalty: 4931.583008
	Iteration 33Q: 3 clusters Score -2367792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2367791.000000 Penalty: 4931.583008
	Iteration 34Q: 3 clusters Score -2367791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2367794.000000 Penalty: 4931.583008
	Iteration 35Q: 3 clusters Score -2367794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2367794.250000 Penalty: 4931.583008
	Iteration 36Q: 3 clusters Score -2367794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2367800.250000 Penalty: 4931.583008
	Iteration 37Q: 3 clusters Score -2367800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2367800.250000 Penalty: 4931.583008
	Iteration 38Q: 3 clusters Score -2367800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2367804.250000 Penalty: 4931.583008
	Iteration 39Q: 3 clusters Score -2367804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2367805.250000 Penalty: 4931.583008
	Iteration 40F: 3 clusters Score -2367805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2367806.000000 Penalty: 4931.583008
	Iteration 41Q: 3 clusters Score -2367806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2367804.000000 Penalty: 4931.583008
	Iteration 42Q: 3 clusters Score -2367804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2367805.750000 Penalty: 4931.583008
	Iteration 43Q: 3 clusters Score -2367806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2367805.250000 Penalty: 4931.583008
	Iteration 44Q: 3 clusters Score -2367805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2367807.000000 Penalty: 4931.583008
	Iteration 45Q: 3 clusters Score -2367807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2367807.000000 Penalty: 4931.583008
	Iteration 46F: 3 clusters Score -2367807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (240896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240896 members 
Entering Unmasked Estep 
Score: -28201650.000000 Penalty: 3073.245850
	Iteration 0F: 2 clusters Score -2.820165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120413 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -28039710.000000 Penalty: 6146.491699
	Iteration 0F: 3 clusters Score -2.803971e+07 nChanged 116326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 123309 members 
Entering Unmasked Estep 
Score: -28108538.000000 Penalty: 6146.491699
	Iteration 1F: 3 clusters Score -2.810854e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 125079 members 
Entering Unmasked Estep 
Score: -28109896.000000 Penalty: 6146.491699
	Iteration 2Q: 3 clusters Score -2.81099e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 127874 members 
Entering Unmasked Estep 
Score: -28111982.000000 Penalty: 6146.491699
	Iteration 3Q: 3 clusters Score -2.811198e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 132191 members 
Entering Unmasked Estep 
Score: -28114386.000000 Penalty: 6146.491699
	Iteration 4Q: 3 clusters Score -2.811439e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -28117974.000000 Penalty: 6146.491699
	Iteration 5Q: 3 clusters Score -2.811797e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -28123760.000000 Penalty: 6146.491699
	Iteration 6Q: 3 clusters Score -2.812376e+07 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 159693 members 
Entering Unmasked Estep 
Score: -28132970.000000 Penalty: 6146.491699
	Iteration 7F: 3 clusters Score -2.813297e+07 nChanged 16044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 174141 members 
Entering Unmasked Estep 
Score: -28144980.000000 Penalty: 6146.491699
	Iteration 8F: 3 clusters Score -2.814498e+07 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 189268 members 
Entering Unmasked Estep 
Score: -28158524.000000 Penalty: 6146.491699
	Iteration 9F: 3 clusters Score -2.815852e+07 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 202988 members 
Entering Unmasked Estep 
Score: -28170796.000000 Penalty: 6146.491699
	Iteration 10F: 3 clusters Score -2.81708e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 213905 members 
Entering Unmasked Estep 
Score: -28180520.000000 Penalty: 6146.491699
	Iteration 11Q: 3 clusters Score -2.818052e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 221984 members 
Entering Unmasked Estep 
Score: -28187332.000000 Penalty: 6146.491699
	Iteration 12Q: 3 clusters Score -2.818733e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 227857 members 
Entering Unmasked Estep 
Score: -28191992.000000 Penalty: 6146.491699
	Iteration 13Q: 3 clusters Score -2.819199e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 231895 members 
Entering Unmasked Estep 
Score: -28194918.000000 Penalty: 6146.491699
	Iteration 14Q: 3 clusters Score -2.819492e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 234550 members 
Entering Unmasked Estep 
Score: -28196978.000000 Penalty: 6146.491699
	Iteration 15Q: 3 clusters Score -2.819698e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 236252 members 
Entering Unmasked Estep 
Score: -28198130.000000 Penalty: 6146.491699
	Iteration 16Q: 3 clusters Score -2.819813e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 237345 members 
Entering Unmasked Estep 
Score: -28198884.000000 Penalty: 6146.491699
	Iteration 17Q: 3 clusters Score -2.819888e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 238069 members 
Entering Unmasked Estep 
Score: -28199308.000000 Penalty: 6146.491699
	Iteration 18Q: 3 clusters Score -2.819931e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 238502 members 
Entering Unmasked Estep 
Score: -28199584.000000 Penalty: 6146.491699
	Iteration 19Q: 3 clusters Score -2.819958e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 238773 members 
Entering Unmasked Estep 
Score: -28199688.000000 Penalty: 6146.491699
	Iteration 20F: 3 clusters Score -2.819969e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 238974 members 
Entering Unmasked Estep 
Score: -28199814.000000 Penalty: 6146.491699
	Iteration 21Q: 3 clusters Score -2.819981e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 239098 members 
Entering Unmasked Estep 
Score: -28199892.000000 Penalty: 6146.491699
	Iteration 22Q: 3 clusters Score -2.819989e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 239194 members 
Entering Unmasked Estep 
Score: -28199930.000000 Penalty: 6146.491699
	Iteration 23Q: 3 clusters Score -2.819993e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 239261 members 
Entering Unmasked Estep 
Score: -28199958.000000 Penalty: 6146.491699
	Iteration 24Q: 3 clusters Score -2.819996e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 239300 members 
Entering Unmasked Estep 
Score: -28199940.000000 Penalty: 6146.491699
	Iteration 25Q: 3 clusters Score -2.819994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 239330 members 
Entering Unmasked Estep 
Score: -28199978.000000 Penalty: 6146.491699
	Iteration 26Q: 3 clusters Score -2.819998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 239363 members 
Entering Unmasked Estep 
Score: -28200002.000000 Penalty: 6146.491699
	Iteration 27Q: 3 clusters Score -2.82e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 239376 members 
Entering Unmasked Estep 
Score: -28200026.000000 Penalty: 6146.491699
	Iteration 28Q: 3 clusters Score -2.820003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 239390 members 
Entering Unmasked Estep 
Score: -28199998.000000 Penalty: 6146.491699
	Iteration 29Q: 3 clusters Score -2.82e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 239398 members 
Entering Unmasked Estep 
Score: -28199994.000000 Penalty: 6146.491699
	Iteration 30Q: 3 clusters Score -2.819999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 239405 members 
Entering Unmasked Estep 
Score: -28199998.000000 Penalty: 6146.491699
	Iteration 31Q: 3 clusters Score -2.82e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 239412 members 
Entering Unmasked Estep 
Score: -28200022.000000 Penalty: 6146.491699
	Iteration 32Q: 3 clusters Score -2.820002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 239427 members 
Entering Unmasked Estep 
Score: -28200038.000000 Penalty: 6146.491699
	Iteration 33Q: 3 clusters Score -2.820004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 239436 members 
Entering Unmasked Estep 
Score: -28200030.000000 Penalty: 6146.491699
	Iteration 34Q: 3 clusters Score -2.820003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 239445 members 
Entering Unmasked Estep 
Score: -28200020.000000 Penalty: 6146.491699
	Iteration 35Q: 3 clusters Score -2.820002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 239449 members 
Entering Unmasked Estep 
Score: -28200014.000000 Penalty: 6146.491699
	Iteration 36Q: 3 clusters Score -2.820001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 239454 members 
Entering Unmasked Estep 
Score: -28200010.000000 Penalty: 6146.491699
	Iteration 37Q: 3 clusters Score -2.820001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 239458 members 
Entering Unmasked Estep 
Score: -28200006.000000 Penalty: 6146.491699
	Iteration 38Q: 3 clusters Score -2.820001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 239461 members 
Entering Unmasked Estep 
Score: -28200010.000000 Penalty: 6146.491699
	Iteration 39Q: 3 clusters Score -2.820001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 239463 members 
Entering Unmasked Estep 
Score: -28200024.000000 Penalty: 6146.491699
	Iteration 40F: 3 clusters Score -2.820002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -28200030.000000 Penalty: 6146.491699
	Iteration 41Q: 3 clusters Score -2.820003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 239466 members 
Entering Unmasked Estep 
Score: -28200026.000000 Penalty: 6146.491699
	Iteration 42Q: 3 clusters Score -2.820003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 239465 members 
Entering Unmasked Estep 
Score: -28200012.000000 Penalty: 6146.491699
	Iteration 43Q: 3 clusters Score -2.820001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 239464 members 
Entering Unmasked Estep 
Score: -28200026.000000 Penalty: 6146.491699
	Iteration 44Q: 3 clusters Score -2.820003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 239464 members 
Entering Unmasked Estep 
Score: -28200026.000000 Penalty: 6146.491699
	Iteration 45F: 3 clusters Score -2.820003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170356 members 
Entering Unmasked Estep 
Score: -20403820.000000 Penalty: 2987.320068
	Iteration 0F: 2 clusters Score -2.040382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -20292618.000000 Penalty: 5974.640137
	Iteration 0F: 3 clusters Score -2.029262e+07 nChanged 81780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -20342128.000000 Penalty: 5974.640137
	Iteration 1F: 3 clusters Score -2.034213e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -20344294.000000 Penalty: 5974.640137
	Iteration 2Q: 3 clusters Score -2.034429e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -20347368.000000 Penalty: 5974.640137
	Iteration 3Q: 3 clusters Score -2.034737e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -20351154.000000 Penalty: 5974.640137
	Iteration 4Q: 3 clusters Score -2.035115e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -20355782.000000 Penalty: 5974.640137
	Iteration 5F: 3 clusters Score -2.035578e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -20361170.000000 Penalty: 5974.640137
	Iteration 6F: 3 clusters Score -2.036117e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 106441 members 
Entering Unmasked Estep 
Score: -20367208.000000 Penalty: 5974.640137
	Iteration 7F: 3 clusters Score -2.036721e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -20373258.000000 Penalty: 5974.640137
	Iteration 8F: 3 clusters Score -2.037326e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -20378536.000000 Penalty: 5974.640137
	Iteration 9F: 3 clusters Score -2.037854e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 119203 members 
Entering Unmasked Estep 
Score: -20382716.000000 Penalty: 5974.640137
	Iteration 10Q: 3 clusters Score -2.038272e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -20385798.000000 Penalty: 5974.640137
	Iteration 11Q: 3 clusters Score -2.03858e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 125701 members 
Entering Unmasked Estep 
Score: -20387840.000000 Penalty: 5974.640137
	Iteration 12Q: 3 clusters Score -2.038784e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 128462 members 
Entering Unmasked Estep 
Score: -20389174.000000 Penalty: 5974.640137
	Iteration 13Q: 3 clusters Score -2.038917e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -20390364.000000 Penalty: 5974.640137
	Iteration 14Q: 3 clusters Score -2.039036e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 133558 members 
Entering Unmasked Estep 
Score: -20391328.000000 Penalty: 5974.640137
	Iteration 15Q: 3 clusters Score -2.039133e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 135956 members 
Entering Unmasked Estep 
Score: -20392104.000000 Penalty: 5974.640137
	Iteration 16Q: 3 clusters Score -2.03921e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 138355 members 
Entering Unmasked Estep 
Score: -20392806.000000 Penalty: 5974.640137
	Iteration 17Q: 3 clusters Score -2.039281e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 140786 members 
Entering Unmasked Estep 
Score: -20393510.000000 Penalty: 5974.640137
	Iteration 18Q: 3 clusters Score -2.039351e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 143245 members 
Entering Unmasked Estep 
Score: -20394298.000000 Penalty: 5974.640137
	Iteration 19Q: 3 clusters Score -2.03943e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -20395190.000000 Penalty: 5974.640137
	Iteration 20F: 3 clusters Score -2.039519e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 148204 members 
Entering Unmasked Estep 
Score: -20396034.000000 Penalty: 5974.640137
	Iteration 21Q: 3 clusters Score -2.039603e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 150607 members 
Entering Unmasked Estep 
Score: -20396826.000000 Penalty: 5974.640137
	Iteration 22Q: 3 clusters Score -2.039683e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 152869 members 
Entering Unmasked Estep 
Score: -20397520.000000 Penalty: 5974.640137
	Iteration 23Q: 3 clusters Score -2.039752e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -20398032.000000 Penalty: 5974.640137
	Iteration 24Q: 3 clusters Score -2.039803e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 157114 members 
Entering Unmasked Estep 
Score: -20398708.000000 Penalty: 5974.640137
	Iteration 25Q: 3 clusters Score -2.039871e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 158983 members 
Entering Unmasked Estep 
Score: -20399198.000000 Penalty: 5974.640137
	Iteration 26Q: 3 clusters Score -2.03992e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -20399816.000000 Penalty: 5974.640137
	Iteration 27Q: 3 clusters Score -2.039982e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 162298 members 
Entering Unmasked Estep 
Score: -20400328.000000 Penalty: 5974.640137
	Iteration 28Q: 3 clusters Score -2.040033e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 163601 members 
Entering Unmasked Estep 
Score: -20400704.000000 Penalty: 5974.640137
	Iteration 29Q: 3 clusters Score -2.04007e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -20401068.000000 Penalty: 5974.640137
	Iteration 30Q: 3 clusters Score -2.040107e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 165408 members 
Entering Unmasked Estep 
Score: -20401342.000000 Penalty: 5974.640137
	Iteration 31Q: 3 clusters Score -2.040134e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 166018 members 
Entering Unmasked Estep 
Score: -20401466.000000 Penalty: 5974.640137
	Iteration 32Q: 3 clusters Score -2.040147e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 166493 members 
Entering Unmasked Estep 
Score: -20401594.000000 Penalty: 5974.640137
	Iteration 33Q: 3 clusters Score -2.040159e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -20401722.000000 Penalty: 5974.640137
	Iteration 34Q: 3 clusters Score -2.040172e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 167140 members 
Entering Unmasked Estep 
Score: -20401758.000000 Penalty: 5974.640137
	Iteration 35Q: 3 clusters Score -2.040176e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 167366 members 
Entering Unmasked Estep 
Score: -20401814.000000 Penalty: 5974.640137
	Iteration 36Q: 3 clusters Score -2.040181e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -20401830.000000 Penalty: 5974.640137
	Iteration 37Q: 3 clusters Score -2.040183e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 167697 members 
Entering Unmasked Estep 
Score: -20401852.000000 Penalty: 5974.640137
	Iteration 38Q: 3 clusters Score -2.040185e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 167829 members 
Entering Unmasked Estep 
Score: -20401896.000000 Penalty: 5974.640137
	Iteration 39Q: 3 clusters Score -2.04019e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 167945 members 
Entering Unmasked Estep 
Score: -20401962.000000 Penalty: 5974.640137
	Iteration 40F: 3 clusters Score -2.040196e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 168053 members 
Entering Unmasked Estep 
Score: -20401966.000000 Penalty: 5974.640137
	Iteration 41Q: 3 clusters Score -2.040197e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -20401978.000000 Penalty: 5974.640137
	Iteration 42Q: 3 clusters Score -2.040198e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 168181 members 
Entering Unmasked Estep 
Score: -20401996.000000 Penalty: 5974.640137
	Iteration 43Q: 3 clusters Score -2.0402e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -20401994.000000 Penalty: 5974.640137
	Iteration 44Q: 3 clusters Score -2.040199e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 168279 members 
Entering Unmasked Estep 
Score: -20401996.000000 Penalty: 5974.640137
	Iteration 45Q: 3 clusters Score -2.0402e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 168315 members 
Entering Unmasked Estep 
Score: -20401988.000000 Penalty: 5974.640137
	Iteration 46Q: 3 clusters Score -2.040199e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -20402004.000000 Penalty: 5974.640137
	Iteration 47Q: 3 clusters Score -2.0402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -20402022.000000 Penalty: 5974.640137
	Iteration 48Q: 3 clusters Score -2.040202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 168379 members 
Entering Unmasked Estep 
Score: -20402034.000000 Penalty: 5974.640137
	Iteration 49Q: 3 clusters Score -2.040203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -20402018.000000 Penalty: 5974.640137
	Iteration 50Q: 3 clusters Score -2.040202e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -20402002.000000 Penalty: 5974.640137
	Iteration 51Q: 3 clusters Score -2.0402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 168433 members 
Entering Unmasked Estep 
Score: -20402022.000000 Penalty: 5974.640137
	Iteration 52Q: 3 clusters Score -2.040202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 168448 members 
Entering Unmasked Estep 
Score: -20402030.000000 Penalty: 5974.640137
	Iteration 53Q: 3 clusters Score -2.040203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -20402034.000000 Penalty: 5974.640137
	Iteration 54Q: 3 clusters Score -2.040203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -20402030.000000 Penalty: 5974.640137
	Iteration 55Q: 3 clusters Score -2.040203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -20402036.000000 Penalty: 5974.640137
	Iteration 56Q: 3 clusters Score -2.040204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -20402032.000000 Penalty: 5974.640137
	Iteration 57Q: 3 clusters Score -2.040203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 168485 members 
Entering Unmasked Estep 
Score: -20402034.000000 Penalty: 5974.640137
	Iteration 58Q: 3 clusters Score -2.040203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 168488 members 
Entering Unmasked Estep 
Score: -20402034.000000 Penalty: 5974.640137
	Iteration 59Q: 3 clusters Score -2.040203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -20402036.000000 Penalty: 5974.640137
	Iteration 60F: 3 clusters Score -2.040204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 168493 members 
Entering Unmasked Estep 
Score: -20402034.000000 Penalty: 5974.640137
	Iteration 61Q: 3 clusters Score -2.040203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 168494 members 
Entering Unmasked Estep 
Score: -20402030.000000 Penalty: 5974.640137
	Iteration 62Q: 3 clusters Score -2.040203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 168496 members 
Entering Unmasked Estep 
Score: -20402030.000000 Penalty: 5974.640137
	Iteration 63Q: 3 clusters Score -2.040203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 168496 members 
Entering Unmasked Estep 
Score: -20402024.000000 Penalty: 5974.640137
	Iteration 64Q: 3 clusters Score -2.040202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -20402026.000000 Penalty: 5974.640137
	Iteration 65Q: 3 clusters Score -2.040203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -20402034.000000 Penalty: 5974.640137
	Iteration 66Q: 3 clusters Score -2.040203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 168500 members 
Entering Unmasked Estep 
Score: -20402030.000000 Penalty: 5974.640137
	Iteration 67Q: 3 clusters Score -2.040203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -20402038.000000 Penalty: 5974.640137
	Iteration 68Q: 3 clusters Score -2.040204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -20402010.000000 Penalty: 5974.640137
	Iteration 69Q: 3 clusters Score -2.040201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 168508 members 
Entering Unmasked Estep 
Score: -20402012.000000 Penalty: 5974.640137
	Iteration 70Q: 3 clusters Score -2.040201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 168514 members 
Entering Unmasked Estep 
Score: -20402024.000000 Penalty: 5974.640137
	Iteration 71Q: 3 clusters Score -2.040202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -20402024.000000 Penalty: 5974.640137
	Iteration 72Q: 3 clusters Score -2.040202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -20402014.000000 Penalty: 5974.640137
	Iteration 73Q: 3 clusters Score -2.040201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 168523 members 
Entering Unmasked Estep 
Score: -20402028.000000 Penalty: 5974.640137
	Iteration 74Q: 3 clusters Score -2.040203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -20402036.000000 Penalty: 5974.640137
	Iteration 75Q: 3 clusters Score -2.040204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 168535 members 
Entering Unmasked Estep 
Score: -20402040.000000 Penalty: 5974.640137
	Iteration 76Q: 3 clusters Score -2.040204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 168535 members 
Entering Unmasked Estep 
Score: -20402042.000000 Penalty: 5974.640137
	Iteration 77Q: 3 clusters Score -2.040204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 168535 members 
Entering Unmasked Estep 
Score: -20402042.000000 Penalty: 5974.640137
	Iteration 78F: 3 clusters Score -2.040204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Entering Unmasked Estep 
Score: -1956859.125000 Penalty: 2422.736328
	Iteration 0F: 2 clusters Score -1956859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1944330.375000 Penalty: 4845.472656
	Iteration 0F: 3 clusters Score -1944330 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1948710.125000 Penalty: 4845.472656
	Iteration 1F: 3 clusters Score -1948710 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1949319.000000 Penalty: 4845.472656
	Iteration 2F: 3 clusters Score -1949319 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1949958.125000 Penalty: 4845.472656
	Iteration 3F: 3 clusters Score -1949958 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1950737.375000 Penalty: 4845.472656
	Iteration 4F: 3 clusters Score -1950737 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1951614.750000 Penalty: 4845.472656
	Iteration 5F: 3 clusters Score -1951615 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1952542.375000 Penalty: 4845.472656
	Iteration 6F: 3 clusters Score -1952542 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1953401.000000 Penalty: 4845.472656
	Iteration 7F: 3 clusters Score -1953401 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1954044.125000 Penalty: 4845.472656
	Iteration 8F: 3 clusters Score -1954044 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1954444.750000 Penalty: 4845.472656
	Iteration 9Q: 3 clusters Score -1954445 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1954663.125000 Penalty: 4845.472656
	Iteration 10Q: 3 clusters Score -1954663 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1954789.250000 Penalty: 4845.472656
	Iteration 11Q: 3 clusters Score -1954789 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1954898.875000 Penalty: 4845.472656
	Iteration 12Q: 3 clusters Score -1954899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1954962.750000 Penalty: 4845.472656
	Iteration 13Q: 3 clusters Score -1954963 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1955016.000000 Penalty: 4845.472656
	Iteration 14Q: 3 clusters Score -1955016 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1955062.000000 Penalty: 4845.472656
	Iteration 15Q: 3 clusters Score -1955062 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1955109.875000 Penalty: 4845.472656
	Iteration 16Q: 3 clusters Score -1955110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1955161.625000 Penalty: 4845.472656
	Iteration 17Q: 3 clusters Score -1955162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1955221.375000 Penalty: 4845.472656
	Iteration 18Q: 3 clusters Score -1955221 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1955290.875000 Penalty: 4845.472656
	Iteration 19Q: 3 clusters Score -1955291 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1955351.625000 Penalty: 4845.472656
	Iteration 20F: 3 clusters Score -1955352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1955442.625000 Penalty: 4845.472656
	Iteration 21Q: 3 clusters Score -1955443 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1955566.000000 Penalty: 4845.472656
	Iteration 22Q: 3 clusters Score -1955566 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1955697.000000 Penalty: 4845.472656
	Iteration 23Q: 3 clusters Score -1955697 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1955846.750000 Penalty: 4845.472656
	Iteration 24Q: 3 clusters Score -1955847 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1956042.875000 Penalty: 4845.472656
	Iteration 25Q: 3 clusters Score -1956043 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1956253.000000 Penalty: 4845.472656
	Iteration 26Q: 3 clusters Score -1956253 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1956410.750000 Penalty: 4845.472656
	Iteration 27Q: 3 clusters Score -1956411 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1956521.125000 Penalty: 4845.472656
	Iteration 28Q: 3 clusters Score -1956521 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1956626.000000 Penalty: 4845.472656
	Iteration 29Q: 3 clusters Score -1956626 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1956717.125000 Penalty: 4845.472656
	Iteration 30Q: 3 clusters Score -1956717 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1956807.625000 Penalty: 4845.472656
	Iteration 31Q: 3 clusters Score -1956808 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1956890.375000 Penalty: 4845.472656
	Iteration 32Q: 3 clusters Score -1956890 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1956957.875000 Penalty: 4845.472656
	Iteration 33Q: 3 clusters Score -1956958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1957008.500000 Penalty: 4845.472656
	Iteration 34Q: 3 clusters Score -1957008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1957052.875000 Penalty: 4845.472656
	Iteration 35Q: 3 clusters Score -1957053 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1957097.375000 Penalty: 4845.472656
	Iteration 36Q: 3 clusters Score -1957097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1957130.125000 Penalty: 4845.472656
	Iteration 37Q: 3 clusters Score -1957130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1957146.375000 Penalty: 4845.472656
	Iteration 38Q: 3 clusters Score -1957146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1957168.875000 Penalty: 4845.472656
	Iteration 39Q: 3 clusters Score -1957169 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1957192.250000 Penalty: 4845.472656
	Iteration 40F: 3 clusters Score -1957192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1957218.250000 Penalty: 4845.472656
	Iteration 41Q: 3 clusters Score -1957218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1957235.250000 Penalty: 4845.472656
	Iteration 42Q: 3 clusters Score -1957235 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1957253.250000 Penalty: 4845.472656
	Iteration 43Q: 3 clusters Score -1957253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1957267.250000 Penalty: 4845.472656
	Iteration 44Q: 3 clusters Score -1957267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1957276.625000 Penalty: 4845.472656
	Iteration 45Q: 3 clusters Score -1957277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1957279.875000 Penalty: 4845.472656
	Iteration 46Q: 3 clusters Score -1957280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1957284.250000 Penalty: 4845.472656
	Iteration 47Q: 3 clusters Score -1957284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1957280.625000 Penalty: 4845.472656
	Iteration 48Q: 3 clusters Score -1957281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1957283.000000 Penalty: 4845.472656
	Iteration 49Q: 3 clusters Score -1957283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1957284.750000 Penalty: 4845.472656
	Iteration 50Q: 3 clusters Score -1957285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1957290.875000 Penalty: 4845.472656
	Iteration 51Q: 3 clusters Score -1957291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1957298.375000 Penalty: 4845.472656
	Iteration 52Q: 3 clusters Score -1957298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1957294.875000 Penalty: 4845.472656
	Iteration 53Q: 3 clusters Score -1957295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1957293.250000 Penalty: 4845.472656
	Iteration 54Q: 3 clusters Score -1957293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1957296.750000 Penalty: 4845.472656
	Iteration 55Q: 3 clusters Score -1957297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1957298.875000 Penalty: 4845.472656
	Iteration 56Q: 3 clusters Score -1957299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1957301.500000 Penalty: 4845.472656
	Iteration 57Q: 3 clusters Score -1957302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1957300.750000 Penalty: 4845.472656
	Iteration 58Q: 3 clusters Score -1957301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1957302.750000 Penalty: 4845.472656
	Iteration 59Q: 3 clusters Score -1957303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1957301.375000 Penalty: 4845.472656
	Iteration 60F: 3 clusters Score -1957301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1957299.625000 Penalty: 4845.472656
	Iteration 61Q: 3 clusters Score -1957300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1957303.000000 Penalty: 4845.472656
	Iteration 62Q: 3 clusters Score -1957303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1957303.000000 Penalty: 4845.472656
	Iteration 63F: 3 clusters Score -1957303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 240896 members 
Mstep: Class 3 contains 170356 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 5 contains 100285 members 
Mstep: Class 6 contains 38052 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158444 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 95664 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 107174 members 
Mstep: Class 14 contains 114595 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 37425 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 38777 members 
Mstep: Class 19 contains 14963 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124269 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 166538 members 
Mstep: Class 26 contains 67977 members 
Mstep: Class 27 contains 34797 members 
Mstep: Class 28 contains 4243 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81880 members 
Mstep: Class 31 contains 7072 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27436 members 
Mstep: Class 34 contains 10745 members 
Entering Unmasked Estep 
Score: -205568176.000000 Penalty: 121378.507812
Splitting cluster 4 changes total score from -205568640.000000 to -205568176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (100285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Entering Unmasked Estep 
Score: -11713533.000000 Penalty: 2855.911377
	Iteration 0F: 2 clusters Score -1.171353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -11646401.000000 Penalty: 5711.822754
	Iteration 0F: 3 clusters Score -1.16464e+07 nChanged 47334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -11673919.000000 Penalty: 5711.822754
	Iteration 1F: 3 clusters Score -1.167392e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -11674971.000000 Penalty: 5711.822754
	Iteration 2Q: 3 clusters Score -1.167497e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -11676477.000000 Penalty: 5711.822754
	Iteration 3Q: 3 clusters Score -1.167648e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -11678647.000000 Penalty: 5711.822754
	Iteration 4F: 3 clusters Score -1.167865e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -11681440.000000 Penalty: 5711.822754
	Iteration 5F: 3 clusters Score -1.168144e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -11685698.000000 Penalty: 5711.822754
	Iteration 6F: 3 clusters Score -1.16857e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -11691311.000000 Penalty: 5711.822754
	Iteration 7F: 3 clusters Score -1.169131e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -11697381.000000 Penalty: 5711.822754
	Iteration 8F: 3 clusters Score -1.169738e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -11703232.000000 Penalty: 5711.822754
	Iteration 9F: 3 clusters Score -1.170323e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -11707227.000000 Penalty: 5711.822754
	Iteration 10Q: 3 clusters Score -1.170723e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -11709497.000000 Penalty: 5711.822754
	Iteration 11Q: 3 clusters Score -1.17095e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11710600.000000 Penalty: 5711.822754
	Iteration 12Q: 3 clusters Score -1.17106e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11711070.000000 Penalty: 5711.822754
	Iteration 13Q: 3 clusters Score -1.171107e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11711315.000000 Penalty: 5711.822754
	Iteration 14Q: 3 clusters Score -1.171132e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11711484.000000 Penalty: 5711.822754
	Iteration 15Q: 3 clusters Score -1.171148e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11711592.000000 Penalty: 5711.822754
	Iteration 16Q: 3 clusters Score -1.171159e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11711706.000000 Penalty: 5711.822754
	Iteration 17Q: 3 clusters Score -1.171171e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11711836.000000 Penalty: 5711.822754
	Iteration 18Q: 3 clusters Score -1.171184e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11711951.000000 Penalty: 5711.822754
	Iteration 19Q: 3 clusters Score -1.171195e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11712015.000000 Penalty: 5711.822754
	Iteration 20F: 3 clusters Score -1.171202e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11712052.000000 Penalty: 5711.822754
	Iteration 21Q: 3 clusters Score -1.171205e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11712065.000000 Penalty: 5711.822754
	Iteration 22Q: 3 clusters Score -1.171206e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11712123.000000 Penalty: 5711.822754
	Iteration 23Q: 3 clusters Score -1.171212e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11712136.000000 Penalty: 5711.822754
	Iteration 24Q: 3 clusters Score -1.171214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99107 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11712151.000000 Penalty: 5711.822754
	Iteration 25Q: 3 clusters Score -1.171215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99084 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11712157.000000 Penalty: 5711.822754
	Iteration 26Q: 3 clusters Score -1.171216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11712174.000000 Penalty: 5711.822754
	Iteration 27Q: 3 clusters Score -1.171217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11712170.000000 Penalty: 5711.822754
	Iteration 28Q: 3 clusters Score -1.171217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11712191.000000 Penalty: 5711.822754
	Iteration 29Q: 3 clusters Score -1.171219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11712183.000000 Penalty: 5711.822754
	Iteration 30Q: 3 clusters Score -1.171218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11712196.000000 Penalty: 5711.822754
	Iteration 31Q: 3 clusters Score -1.17122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11712201.000000 Penalty: 5711.822754
	Iteration 32Q: 3 clusters Score -1.17122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11712206.000000 Penalty: 5711.822754
	Iteration 33Q: 3 clusters Score -1.171221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99008 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11712200.000000 Penalty: 5711.822754
	Iteration 34Q: 3 clusters Score -1.17122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11712220.000000 Penalty: 5711.822754
	Iteration 35Q: 3 clusters Score -1.171222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11712208.000000 Penalty: 5711.822754
	Iteration 36Q: 3 clusters Score -1.171221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11712199.000000 Penalty: 5711.822754
	Iteration 37Q: 3 clusters Score -1.17122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11712204.000000 Penalty: 5711.822754
	Iteration 38Q: 3 clusters Score -1.17122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11712206.000000 Penalty: 5711.822754
	Iteration 39Q: 3 clusters Score -1.171221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11712208.000000 Penalty: 5711.822754
	Iteration 40F: 3 clusters Score -1.171221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11712218.000000 Penalty: 5711.822754
	Iteration 41Q: 3 clusters Score -1.171222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11712225.000000 Penalty: 5711.822754
	Iteration 42Q: 3 clusters Score -1.171222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11712218.000000 Penalty: 5711.822754
	Iteration 43Q: 3 clusters Score -1.171222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11712219.000000 Penalty: 5711.822754
	Iteration 44Q: 3 clusters Score -1.171222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11712210.000000 Penalty: 5711.822754
	Iteration 45Q: 3 clusters Score -1.171221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98953 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11712216.000000 Penalty: 5711.822754
	Iteration 46Q: 3 clusters Score -1.171222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11712217.000000 Penalty: 5711.822754
	Iteration 47Q: 3 clusters Score -1.171222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11712220.000000 Penalty: 5711.822754
	Iteration 48Q: 3 clusters Score -1.171222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98947 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11712232.000000 Penalty: 5711.822754
	Iteration 49Q: 3 clusters Score -1.171223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11712228.000000 Penalty: 5711.822754
	Iteration 50Q: 3 clusters Score -1.171223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11712231.000000 Penalty: 5711.822754
	Iteration 51Q: 3 clusters Score -1.171223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11712230.000000 Penalty: 5711.822754
	Iteration 52Q: 3 clusters Score -1.171223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11712230.000000 Penalty: 5711.822754
	Iteration 53F: 3 clusters Score -1.171223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Entering Unmasked Estep 
Score: -4586545.000000 Penalty: 2615.583740
	Iteration 0F: 2 clusters Score -4586545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4560773.000000 Penalty: 5231.167480
	Iteration 0F: 3 clusters Score -4560773 nChanged 17295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4570135.000000 Penalty: 5231.167480
	Iteration 1F: 3 clusters Score -4570135 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4570576.500000 Penalty: 5231.167480
	Iteration 2Q: 3 clusters Score -4570576 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -4571000.000000 Penalty: 5231.167480
	Iteration 3Q: 3 clusters Score -4571000 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4571450.500000 Penalty: 5231.167480
	Iteration 4Q: 3 clusters Score -4571450 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4572065.000000 Penalty: 5231.167480
	Iteration 5Q: 3 clusters Score -4572065 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -4573042.000000 Penalty: 5231.167480
	Iteration 6Q: 3 clusters Score -4573042 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4574621.000000 Penalty: 5231.167480
	Iteration 7F: 3 clusters Score -4574621 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4576956.500000 Penalty: 5231.167480
	Iteration 8F: 3 clusters Score -4576956 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4579723.500000 Penalty: 5231.167480
	Iteration 9F: 3 clusters Score -4579724 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4582001.000000 Penalty: 5231.167480
	Iteration 10F: 3 clusters Score -4582001 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4583266.500000 Penalty: 5231.167480
	Iteration 11Q: 3 clusters Score -4583266 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4583815.500000 Penalty: 5231.167480
	Iteration 12Q: 3 clusters Score -4583816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4584013.000000 Penalty: 5231.167480
	Iteration 13Q: 3 clusters Score -4584013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4584121.500000 Penalty: 5231.167480
	Iteration 14Q: 3 clusters Score -4584122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4584186.000000 Penalty: 5231.167480
	Iteration 15Q: 3 clusters Score -4584186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4584226.000000 Penalty: 5231.167480
	Iteration 16Q: 3 clusters Score -4584226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4584257.500000 Penalty: 5231.167480
	Iteration 17Q: 3 clusters Score -4584258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4584271.000000 Penalty: 5231.167480
	Iteration 18Q: 3 clusters Score -4584271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4584272.500000 Penalty: 5231.167480
	Iteration 19Q: 3 clusters Score -4584272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4584280.000000 Penalty: 5231.167480
	Iteration 20F: 3 clusters Score -4584280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4584282.000000 Penalty: 5231.167480
	Iteration 21Q: 3 clusters Score -4584282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4584283.000000 Penalty: 5231.167480
	Iteration 22Q: 3 clusters Score -4584283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4584287.500000 Penalty: 5231.167480
	Iteration 23Q: 3 clusters Score -4584288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4584289.000000 Penalty: 5231.167480
	Iteration 24Q: 3 clusters Score -4584289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4584292.000000 Penalty: 5231.167480
	Iteration 25Q: 3 clusters Score -4584292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4584299.500000 Penalty: 5231.167480
	Iteration 26Q: 3 clusters Score -4584300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4584301.500000 Penalty: 5231.167480
	Iteration 27Q: 3 clusters Score -4584302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4584307.500000 Penalty: 5231.167480
	Iteration 28Q: 3 clusters Score -4584308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4584312.500000 Penalty: 5231.167480
	Iteration 29Q: 3 clusters Score -4584312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4584309.500000 Penalty: 5231.167480
	Iteration 30Q: 3 clusters Score -4584310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4584307.000000 Penalty: 5231.167480
	Iteration 31Q: 3 clusters Score -4584307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4584311.000000 Penalty: 5231.167480
	Iteration 32Q: 3 clusters Score -4584311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4584311.000000 Penalty: 5231.167480
	Iteration 33F: 3 clusters Score -4584311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Entering Unmasked Estep 
Score: -632978.562500 Penalty: 2132.038330
	Iteration 0F: 2 clusters Score -632978.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -628165.437500 Penalty: 4264.076660
	Iteration 0F: 3 clusters Score -628165.4 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -629332.312500 Penalty: 4264.076660
	Iteration 1F: 3 clusters Score -629332.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -629589.500000 Penalty: 4264.076660
	Iteration 2F: 3 clusters Score -629589.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -629765.875000 Penalty: 4264.076660
	Iteration 3F: 3 clusters Score -629765.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -629899.000000 Penalty: 4264.076660
	Iteration 4Q: 3 clusters Score -629899 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -629997.125000 Penalty: 4264.076660
	Iteration 5Q: 3 clusters Score -629997.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -630075.375000 Penalty: 4264.076660
	Iteration 6Q: 3 clusters Score -630075.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -630149.375000 Penalty: 4264.076660
	Iteration 7Q: 3 clusters Score -630149.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -630238.312500 Penalty: 4264.076660
	Iteration 8Q: 3 clusters Score -630238.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -630317.500000 Penalty: 4264.076660
	Iteration 9Q: 3 clusters Score -630317.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -630400.062500 Penalty: 4264.076660
	Iteration 10Q: 3 clusters Score -630400.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -630485.000000 Penalty: 4264.076660
	Iteration 11Q: 3 clusters Score -630485 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -630586.687500 Penalty: 4264.076660
	Iteration 12Q: 3 clusters Score -630586.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -630672.125000 Penalty: 4264.076660
	Iteration 13Q: 3 clusters Score -630672.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -630744.937500 Penalty: 4264.076660
	Iteration 14Q: 3 clusters Score -630744.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -630800.500000 Penalty: 4264.076660
	Iteration 15Q: 3 clusters Score -630800.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -630849.000000 Penalty: 4264.076660
	Iteration 16Q: 3 clusters Score -630849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -630886.750000 Penalty: 4264.076660
	Iteration 17Q: 3 clusters Score -630886.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -630912.625000 Penalty: 4264.076660
	Iteration 18Q: 3 clusters Score -630912.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -630935.187500 Penalty: 4264.076660
	Iteration 19Q: 3 clusters Score -630935.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -630952.750000 Penalty: 4264.076660
	Iteration 20F: 3 clusters Score -630952.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -630966.750000 Penalty: 4264.076660
	Iteration 21Q: 3 clusters Score -630966.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -630981.125000 Penalty: 4264.076660
	Iteration 22Q: 3 clusters Score -630981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -630989.437500 Penalty: 4264.076660
	Iteration 23Q: 3 clusters Score -630989.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -631000.937500 Penalty: 4264.076660
	Iteration 24Q: 3 clusters Score -631000.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -631009.062500 Penalty: 4264.076660
	Iteration 25Q: 3 clusters Score -631009.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -631016.687500 Penalty: 4264.076660
	Iteration 26Q: 3 clusters Score -631016.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -631024.500000 Penalty: 4264.076660
	Iteration 27Q: 3 clusters Score -631024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -631033.125000 Penalty: 4264.076660
	Iteration 28Q: 3 clusters Score -631033.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -631038.937500 Penalty: 4264.076660
	Iteration 29Q: 3 clusters Score -631038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -631042.312500 Penalty: 4264.076660
	Iteration 30Q: 3 clusters Score -631042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -631044.500000 Penalty: 4264.076660
	Iteration 31Q: 3 clusters Score -631044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -631049.375000 Penalty: 4264.076660
	Iteration 32Q: 3 clusters Score -631049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -631054.062500 Penalty: 4264.076660
	Iteration 33Q: 3 clusters Score -631054.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -631061.125000 Penalty: 4264.076660
	Iteration 34Q: 3 clusters Score -631061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -631065.125000 Penalty: 4264.076660
	Iteration 35Q: 3 clusters Score -631065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -631070.562500 Penalty: 4264.076660
	Iteration 36Q: 3 clusters Score -631070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -631075.062500 Penalty: 4264.076660
	Iteration 37Q: 3 clusters Score -631075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -631080.125000 Penalty: 4264.076660
	Iteration 38Q: 3 clusters Score -631080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -631085.625000 Penalty: 4264.076660
	Iteration 39Q: 3 clusters Score -631085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -631089.437500 Penalty: 4264.076660
	Iteration 40F: 3 clusters Score -631089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -631089.875000 Penalty: 4264.076660
	Iteration 41Q: 3 clusters Score -631089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -631092.875000 Penalty: 4264.076660
	Iteration 42Q: 3 clusters Score -631092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -631097.562500 Penalty: 4264.076660
	Iteration 43Q: 3 clusters Score -631097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -631101.250000 Penalty: 4264.076660
	Iteration 44Q: 3 clusters Score -631101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -631103.875000 Penalty: 4264.076660
	Iteration 45Q: 3 clusters Score -631103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -631105.125000 Penalty: 4264.076660
	Iteration 46Q: 3 clusters Score -631105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -631105.625000 Penalty: 4264.076660
	Iteration 47Q: 3 clusters Score -631105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -631106.875000 Penalty: 4264.076660
	Iteration 48Q: 3 clusters Score -631106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -631107.187500 Penalty: 4264.076660
	Iteration 49Q: 3 clusters Score -631107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -631107.187500 Penalty: 4264.076660
	Iteration 50F: 3 clusters Score -631107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38740.117188 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38740.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37401.179688 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37401.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37612.800781 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37675.484375 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37675.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37710.671875 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37710.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37743.335938 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37743.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37752.859375 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37752.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37757.296875 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -37757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37761.429688 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -37761.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37761.429688 Penalty: 2948.928711
	Iteration 8F: 3 clusters Score -37761.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (158444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Entering Unmasked Estep 
Score: -18887132.000000 Penalty: 2969.343018
	Iteration 0F: 2 clusters Score -1.888713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -18781754.000000 Penalty: 5938.686035
	Iteration 0F: 3 clusters Score -1.878175e+07 nChanged 75807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -18826386.000000 Penalty: 5938.686035
	Iteration 1F: 3 clusters Score -1.882639e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -18827648.000000 Penalty: 5938.686035
	Iteration 2Q: 3 clusters Score -1.882765e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -18829246.000000 Penalty: 5938.686035
	Iteration 3Q: 3 clusters Score -1.882925e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -18831182.000000 Penalty: 5938.686035
	Iteration 4Q: 3 clusters Score -1.883118e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -18834226.000000 Penalty: 5938.686035
	Iteration 5Q: 3 clusters Score -1.883423e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -18839130.000000 Penalty: 5938.686035
	Iteration 6F: 3 clusters Score -1.883913e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -18846924.000000 Penalty: 5938.686035
	Iteration 7F: 3 clusters Score -1.884692e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -18857338.000000 Penalty: 5938.686035
	Iteration 8F: 3 clusters Score -1.885734e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 140924 members 
Entering Unmasked Estep 
Score: -18868928.000000 Penalty: 5938.686035
	Iteration 9F: 3 clusters Score -1.886893e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 150171 members 
Entering Unmasked Estep 
Score: -18877756.000000 Penalty: 5938.686035
	Iteration 10F: 3 clusters Score -1.887776e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -18881912.000000 Penalty: 5938.686035
	Iteration 11Q: 3 clusters Score -1.888191e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -18883436.000000 Penalty: 5938.686035
	Iteration 12Q: 3 clusters Score -1.888344e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -18884042.000000 Penalty: 5938.686035
	Iteration 13Q: 3 clusters Score -1.888404e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -18884264.000000 Penalty: 5938.686035
	Iteration 14Q: 3 clusters Score -1.888426e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -18884362.000000 Penalty: 5938.686035
	Iteration 15Q: 3 clusters Score -1.888436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 158060 members 
Entering Unmasked Estep 
Score: -18884420.000000 Penalty: 5938.686035
	Iteration 16Q: 3 clusters Score -1.888442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
Score: -18884456.000000 Penalty: 5938.686035
	Iteration 17Q: 3 clusters Score -1.888446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -18884490.000000 Penalty: 5938.686035
	Iteration 18Q: 3 clusters Score -1.888449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 158086 members 
Entering Unmasked Estep 
Score: -18884516.000000 Penalty: 5938.686035
	Iteration 19Q: 3 clusters Score -1.888452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -18884524.000000 Penalty: 5938.686035
	Iteration 20F: 3 clusters Score -1.888452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -18884514.000000 Penalty: 5938.686035
	Iteration 21Q: 3 clusters Score -1.888451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -18884512.000000 Penalty: 5938.686035
	Iteration 22Q: 3 clusters Score -1.888451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -18884512.000000 Penalty: 5938.686035
	Iteration 23F: 3 clusters Score -1.888451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Entering Unmasked Estep 
Score: -1146227.250000 Penalty: 2288.198730
	Iteration 0F: 2 clusters Score -1146227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1138496.625000 Penalty: 4576.397461
	Iteration 0F: 3 clusters Score -1138497 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1140771.250000 Penalty: 4576.397461
	Iteration 1F: 3 clusters Score -1140771 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1141089.125000 Penalty: 4576.397461
	Iteration 2F: 3 clusters Score -1141089 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1141289.250000 Penalty: 4576.397461
	Iteration 3Q: 3 clusters Score -1141289 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1141436.375000 Penalty: 4576.397461
	Iteration 4Q: 3 clusters Score -1141436 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1141562.000000 Penalty: 4576.397461
	Iteration 5Q: 3 clusters Score -1141562 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1141677.375000 Penalty: 4576.397461
	Iteration 6Q: 3 clusters Score -1141677 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1141793.875000 Penalty: 4576.397461
	Iteration 7Q: 3 clusters Score -1141794 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1141913.500000 Penalty: 4576.397461
	Iteration 8Q: 3 clusters Score -1141914 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1142049.875000 Penalty: 4576.397461
	Iteration 9Q: 3 clusters Score -1142050 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1142206.375000 Penalty: 4576.397461
	Iteration 10Q: 3 clusters Score -1142206 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1142358.375000 Penalty: 4576.397461
	Iteration 11Q: 3 clusters Score -1142358 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1142477.000000 Penalty: 4576.397461
	Iteration 12Q: 3 clusters Score -1142477 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1142560.250000 Penalty: 4576.397461
	Iteration 13Q: 3 clusters Score -1142560 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1142642.000000 Penalty: 4576.397461
	Iteration 14Q: 3 clusters Score -1142642 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1142731.375000 Penalty: 4576.397461
	Iteration 15Q: 3 clusters Score -1142731 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1142834.125000 Penalty: 4576.397461
	Iteration 16Q: 3 clusters Score -1142834 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1142939.125000 Penalty: 4576.397461
	Iteration 17Q: 3 clusters Score -1142939 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1143050.125000 Penalty: 4576.397461
	Iteration 18Q: 3 clusters Score -1143050 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1143145.750000 Penalty: 4576.397461
	Iteration 19Q: 3 clusters Score -1143146 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1143249.875000 Penalty: 4576.397461
	Iteration 20F: 3 clusters Score -1143250 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1143358.750000 Penalty: 4576.397461
	Iteration 21Q: 3 clusters Score -1143359 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1143475.375000 Penalty: 4576.397461
	Iteration 22Q: 3 clusters Score -1143475 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1143573.750000 Penalty: 4576.397461
	Iteration 23Q: 3 clusters Score -1143574 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1143661.750000 Penalty: 4576.397461
	Iteration 24Q: 3 clusters Score -1143662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1143735.500000 Penalty: 4576.397461
	Iteration 25Q: 3 clusters Score -1143736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1143794.500000 Penalty: 4576.397461
	Iteration 26Q: 3 clusters Score -1143794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1143850.250000 Penalty: 4576.397461
	Iteration 27Q: 3 clusters Score -1143850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1143908.875000 Penalty: 4576.397461
	Iteration 28Q: 3 clusters Score -1143909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1143966.750000 Penalty: 4576.397461
	Iteration 29Q: 3 clusters Score -1143967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1144017.750000 Penalty: 4576.397461
	Iteration 30Q: 3 clusters Score -1144018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1144048.500000 Penalty: 4576.397461
	Iteration 31Q: 3 clusters Score -1144048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1144084.875000 Penalty: 4576.397461
	Iteration 32Q: 3 clusters Score -1144085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1144123.250000 Penalty: 4576.397461
	Iteration 33Q: 3 clusters Score -1144123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1144158.000000 Penalty: 4576.397461
	Iteration 34Q: 3 clusters Score -1144158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1144183.125000 Penalty: 4576.397461
	Iteration 35Q: 3 clusters Score -1144183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1144202.125000 Penalty: 4576.397461
	Iteration 36Q: 3 clusters Score -1144202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1144223.500000 Penalty: 4576.397461
	Iteration 37Q: 3 clusters Score -1144224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1144230.625000 Penalty: 4576.397461
	Iteration 38Q: 3 clusters Score -1144231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1144237.375000 Penalty: 4576.397461
	Iteration 39Q: 3 clusters Score -1144237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1144245.625000 Penalty: 4576.397461
	Iteration 40F: 3 clusters Score -1144246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1144253.750000 Penalty: 4576.397461
	Iteration 41Q: 3 clusters Score -1144254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1144260.875000 Penalty: 4576.397461
	Iteration 42Q: 3 clusters Score -1144261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1144263.000000 Penalty: 4576.397461
	Iteration 43Q: 3 clusters Score -1144263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1144265.375000 Penalty: 4576.397461
	Iteration 44Q: 3 clusters Score -1144265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1144266.625000 Penalty: 4576.397461
	Iteration 45Q: 3 clusters Score -1144267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1144266.500000 Penalty: 4576.397461
	Iteration 46Q: 3 clusters Score -1144266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1144267.625000 Penalty: 4576.397461
	Iteration 47Q: 3 clusters Score -1144268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1144267.125000 Penalty: 4576.397461
	Iteration 48Q: 3 clusters Score -1144267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1144270.625000 Penalty: 4576.397461
	Iteration 49Q: 3 clusters Score -1144271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1144271.750000 Penalty: 4576.397461
	Iteration 50Q: 3 clusters Score -1144272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1144281.125000 Penalty: 4576.397461
	Iteration 51Q: 3 clusters Score -1144281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1144281.875000 Penalty: 4576.397461
	Iteration 52Q: 3 clusters Score -1144282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1144282.125000 Penalty: 4576.397461
	Iteration 53Q: 3 clusters Score -1144282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1144285.000000 Penalty: 4576.397461
	Iteration 54Q: 3 clusters Score -1144285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1144286.875000 Penalty: 4576.397461
	Iteration 55Q: 3 clusters Score -1144287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1144286.750000 Penalty: 4576.397461
	Iteration 56Q: 3 clusters Score -1144287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1144287.625000 Penalty: 4576.397461
	Iteration 57Q: 3 clusters Score -1144288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1144287.625000 Penalty: 4576.397461
	Iteration 58F: 3 clusters Score -1144288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (95664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Entering Unmasked Estep 
Score: -11385933.000000 Penalty: 2844.212158
	Iteration 0F: 2 clusters Score -1.138593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -11322216.000000 Penalty: 5688.424316
	Iteration 0F: 3 clusters Score -1.132222e+07 nChanged 45031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -11347686.000000 Penalty: 5688.424316
	Iteration 1F: 3 clusters Score -1.134769e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -11348528.000000 Penalty: 5688.424316
	Iteration 2Q: 3 clusters Score -1.134853e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -11349388.000000 Penalty: 5688.424316
	Iteration 3Q: 3 clusters Score -1.134939e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -11350442.000000 Penalty: 5688.424316
	Iteration 4Q: 3 clusters Score -1.135044e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -11351767.000000 Penalty: 5688.424316
	Iteration 5Q: 3 clusters Score -1.135177e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -11353542.000000 Penalty: 5688.424316
	Iteration 6Q: 3 clusters Score -1.135354e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -11356131.000000 Penalty: 5688.424316
	Iteration 7Q: 3 clusters Score -1.135613e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -11359638.000000 Penalty: 5688.424316
	Iteration 8F: 3 clusters Score -1.135964e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -11364046.000000 Penalty: 5688.424316
	Iteration 9F: 3 clusters Score -1.136405e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -11368830.000000 Penalty: 5688.424316
	Iteration 10F: 3 clusters Score -1.136883e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -11372801.000000 Penalty: 5688.424316
	Iteration 11F: 3 clusters Score -1.13728e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -11375297.000000 Penalty: 5688.424316
	Iteration 12Q: 3 clusters Score -1.13753e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -11376315.000000 Penalty: 5688.424316
	Iteration 13Q: 3 clusters Score -1.137632e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -11376859.000000 Penalty: 5688.424316
	Iteration 14Q: 3 clusters Score -1.137686e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -11377260.000000 Penalty: 5688.424316
	Iteration 15Q: 3 clusters Score -1.137726e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -11377627.000000 Penalty: 5688.424316
	Iteration 16Q: 3 clusters Score -1.137763e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -11377820.000000 Penalty: 5688.424316
	Iteration 17Q: 3 clusters Score -1.137782e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -11378003.000000 Penalty: 5688.424316
	Iteration 18Q: 3 clusters Score -1.1378e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -11378051.000000 Penalty: 5688.424316
	Iteration 19Q: 3 clusters Score -1.137805e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -11378096.000000 Penalty: 5688.424316
	Iteration 20F: 3 clusters Score -1.13781e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -11378198.000000 Penalty: 5688.424316
	Iteration 21Q: 3 clusters Score -1.13782e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -11378205.000000 Penalty: 5688.424316
	Iteration 22Q: 3 clusters Score -1.13782e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -11378184.000000 Penalty: 5688.424316
	Iteration 23Q: 3 clusters Score -1.137818e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -11378218.000000 Penalty: 5688.424316
	Iteration 24Q: 3 clusters Score -1.137822e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -11378242.000000 Penalty: 5688.424316
	Iteration 25Q: 3 clusters Score -1.137824e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -11378278.000000 Penalty: 5688.424316
	Iteration 26Q: 3 clusters Score -1.137828e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -11378273.000000 Penalty: 5688.424316
	Iteration 27Q: 3 clusters Score -1.137827e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -11378314.000000 Penalty: 5688.424316
	Iteration 28Q: 3 clusters Score -1.137831e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -11378300.000000 Penalty: 5688.424316
	Iteration 29Q: 3 clusters Score -1.13783e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -11378319.000000 Penalty: 5688.424316
	Iteration 30Q: 3 clusters Score -1.137832e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -11378299.000000 Penalty: 5688.424316
	Iteration 31Q: 3 clusters Score -1.13783e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -11378328.000000 Penalty: 5688.424316
	Iteration 32Q: 3 clusters Score -1.137833e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -11378357.000000 Penalty: 5688.424316
	Iteration 33Q: 3 clusters Score -1.137836e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -11378370.000000 Penalty: 5688.424316
	Iteration 34Q: 3 clusters Score -1.137837e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -11378381.000000 Penalty: 5688.424316
	Iteration 35Q: 3 clusters Score -1.137838e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -11378406.000000 Penalty: 5688.424316
	Iteration 36Q: 3 clusters Score -1.137841e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -11378418.000000 Penalty: 5688.424316
	Iteration 37Q: 3 clusters Score -1.137842e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -11378432.000000 Penalty: 5688.424316
	Iteration 38Q: 3 clusters Score -1.137843e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -11378429.000000 Penalty: 5688.424316
	Iteration 39Q: 3 clusters Score -1.137843e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -11378431.000000 Penalty: 5688.424316
	Iteration 40F: 3 clusters Score -1.137843e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -11378432.000000 Penalty: 5688.424316
	Iteration 41Q: 3 clusters Score -1.137843e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -11378434.000000 Penalty: 5688.424316
	Iteration 42Q: 3 clusters Score -1.137843e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -11378449.000000 Penalty: 5688.424316
	Iteration 43Q: 3 clusters Score -1.137845e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -11378455.000000 Penalty: 5688.424316
	Iteration 44Q: 3 clusters Score -1.137846e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -11378449.000000 Penalty: 5688.424316
	Iteration 45Q: 3 clusters Score -1.137845e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -11378468.000000 Penalty: 5688.424316
	Iteration 46Q: 3 clusters Score -1.137847e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -11378526.000000 Penalty: 5688.424316
	Iteration 47Q: 3 clusters Score -1.137853e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -11378530.000000 Penalty: 5688.424316
	Iteration 48Q: 3 clusters Score -1.137853e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -11378505.000000 Penalty: 5688.424316
	Iteration 49Q: 3 clusters Score -1.13785e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -11378493.000000 Penalty: 5688.424316
	Iteration 50Q: 3 clusters Score -1.137849e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -11378529.000000 Penalty: 5688.424316
	Iteration 51Q: 3 clusters Score -1.137853e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -11378550.000000 Penalty: 5688.424316
	Iteration 52Q: 3 clusters Score -1.137855e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -11378579.000000 Penalty: 5688.424316
	Iteration 53Q: 3 clusters Score -1.137858e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -11378605.000000 Penalty: 5688.424316
	Iteration 54Q: 3 clusters Score -1.13786e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -11378615.000000 Penalty: 5688.424316
	Iteration 55Q: 3 clusters Score -1.137862e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -11378662.000000 Penalty: 5688.424316
	Iteration 56Q: 3 clusters Score -1.137866e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -11378674.000000 Penalty: 5688.424316
	Iteration 57Q: 3 clusters Score -1.137867e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -11378695.000000 Penalty: 5688.424316
	Iteration 58Q: 3 clusters Score -1.13787e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -11378700.000000 Penalty: 5688.424316
	Iteration 59Q: 3 clusters Score -1.13787e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -11378736.000000 Penalty: 5688.424316
	Iteration 60F: 3 clusters Score -1.137874e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -11378744.000000 Penalty: 5688.424316
	Iteration 61Q: 3 clusters Score -1.137874e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -11378779.000000 Penalty: 5688.424316
	Iteration 62Q: 3 clusters Score -1.137878e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -11378780.000000 Penalty: 5688.424316
	Iteration 63Q: 3 clusters Score -1.137878e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -11378784.000000 Penalty: 5688.424316
	Iteration 64Q: 3 clusters Score -1.137878e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -11378774.000000 Penalty: 5688.424316
	Iteration 65Q: 3 clusters Score -1.137877e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -11378747.000000 Penalty: 5688.424316
	Iteration 66Q: 3 clusters Score -1.137875e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -11378751.000000 Penalty: 5688.424316
	Iteration 67Q: 3 clusters Score -1.137875e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -11378763.000000 Penalty: 5688.424316
	Iteration 68Q: 3 clusters Score -1.137876e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -11378787.000000 Penalty: 5688.424316
	Iteration 69Q: 3 clusters Score -1.137879e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -11378774.000000 Penalty: 5688.424316
	Iteration 70Q: 3 clusters Score -1.137877e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -11378739.000000 Penalty: 5688.424316
	Iteration 71Q: 3 clusters Score -1.137874e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -11378736.000000 Penalty: 5688.424316
	Iteration 72Q: 3 clusters Score -1.137874e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -11378754.000000 Penalty: 5688.424316
	Iteration 73Q: 3 clusters Score -1.137875e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -11378759.000000 Penalty: 5688.424316
	Iteration 74Q: 3 clusters Score -1.137876e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -11378759.000000 Penalty: 5688.424316
	Iteration 75Q: 3 clusters Score -1.137876e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -11378753.000000 Penalty: 5688.424316
	Iteration 76Q: 3 clusters Score -1.137875e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -11378736.000000 Penalty: 5688.424316
	Iteration 77Q: 3 clusters Score -1.137874e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -11378749.000000 Penalty: 5688.424316
	Iteration 78Q: 3 clusters Score -1.137875e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -11378711.000000 Penalty: 5688.424316
	Iteration 79Q: 3 clusters Score -1.137871e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -11378703.000000 Penalty: 5688.424316
	Iteration 80F: 3 clusters Score -1.13787e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -11378701.000000 Penalty: 5688.424316
	Iteration 81Q: 3 clusters Score -1.13787e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -11378699.000000 Penalty: 5688.424316
	Iteration 82Q: 3 clusters Score -1.13787e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -11378700.000000 Penalty: 5688.424316
	Iteration 83Q: 3 clusters Score -1.13787e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -11378709.000000 Penalty: 5688.424316
	Iteration 84Q: 3 clusters Score -1.137871e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -11378685.000000 Penalty: 5688.424316
	Iteration 85Q: 3 clusters Score -1.137868e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -11378733.000000 Penalty: 5688.424316
	Iteration 86Q: 3 clusters Score -1.137873e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -11378753.000000 Penalty: 5688.424316
	Iteration 87Q: 3 clusters Score -1.137875e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -11378752.000000 Penalty: 5688.424316
	Iteration 88Q: 3 clusters Score -1.137875e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -11378738.000000 Penalty: 5688.424316
	Iteration 89Q: 3 clusters Score -1.137874e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -11378723.000000 Penalty: 5688.424316
	Iteration 90Q: 3 clusters Score -1.137872e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -11378732.000000 Penalty: 5688.424316
	Iteration 91Q: 3 clusters Score -1.137873e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -11378734.000000 Penalty: 5688.424316
	Iteration 92Q: 3 clusters Score -1.137873e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -11378757.000000 Penalty: 5688.424316
	Iteration 93Q: 3 clusters Score -1.137876e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -11378762.000000 Penalty: 5688.424316
	Iteration 94Q: 3 clusters Score -1.137876e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -11378739.000000 Penalty: 5688.424316
	Iteration 95Q: 3 clusters Score -1.137874e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -11378747.000000 Penalty: 5688.424316
	Iteration 96Q: 3 clusters Score -1.137875e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -11378771.000000 Penalty: 5688.424316
	Iteration 97Q: 3 clusters Score -1.137877e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -11378778.000000 Penalty: 5688.424316
	Iteration 98Q: 3 clusters Score -1.137878e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -11378782.000000 Penalty: 5688.424316
	Iteration 99Q: 3 clusters Score -1.137878e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -11378782.000000 Penalty: 5688.424316
	Iteration 100F: 3 clusters Score -1.137878e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -11378800.000000 Penalty: 5688.424316
	Iteration 101Q: 3 clusters Score -1.13788e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -11378818.000000 Penalty: 5688.424316
	Iteration 102Q: 3 clusters Score -1.137882e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -11378826.000000 Penalty: 5688.424316
	Iteration 103Q: 3 clusters Score -1.137883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -11378805.000000 Penalty: 5688.424316
	Iteration 104Q: 3 clusters Score -1.13788e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -11378806.000000 Penalty: 5688.424316
	Iteration 105Q: 3 clusters Score -1.137881e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -11378816.000000 Penalty: 5688.424316
	Iteration 106Q: 3 clusters Score -1.137882e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -11378801.000000 Penalty: 5688.424316
	Iteration 107Q: 3 clusters Score -1.13788e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -11378822.000000 Penalty: 5688.424316
	Iteration 108Q: 3 clusters Score -1.137882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -11378816.000000 Penalty: 5688.424316
	Iteration 109Q: 3 clusters Score -1.137882e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -11378841.000000 Penalty: 5688.424316
	Iteration 110Q: 3 clusters Score -1.137884e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -11378848.000000 Penalty: 5688.424316
	Iteration 111Q: 3 clusters Score -1.137885e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -11378865.000000 Penalty: 5688.424316
	Iteration 112Q: 3 clusters Score -1.137886e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -11378877.000000 Penalty: 5688.424316
	Iteration 113Q: 3 clusters Score -1.137888e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -11378865.000000 Penalty: 5688.424316
	Iteration 114Q: 3 clusters Score -1.137886e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -11378867.000000 Penalty: 5688.424316
	Iteration 115Q: 3 clusters Score -1.137887e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -11378846.000000 Penalty: 5688.424316
	Iteration 116Q: 3 clusters Score -1.137885e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -11378853.000000 Penalty: 5688.424316
	Iteration 117Q: 3 clusters Score -1.137885e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -11378858.000000 Penalty: 5688.424316
	Iteration 118Q: 3 clusters Score -1.137886e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -11378868.000000 Penalty: 5688.424316
	Iteration 119Q: 3 clusters Score -1.137887e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -11378857.000000 Penalty: 5688.424316
	Iteration 120F: 3 clusters Score -1.137886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -11378864.000000 Penalty: 5688.424316
	Iteration 121Q: 3 clusters Score -1.137886e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -11378849.000000 Penalty: 5688.424316
	Iteration 122Q: 3 clusters Score -1.137885e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -11378853.000000 Penalty: 5688.424316
	Iteration 123Q: 3 clusters Score -1.137885e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -11378872.000000 Penalty: 5688.424316
	Iteration 124Q: 3 clusters Score -1.137887e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -11378907.000000 Penalty: 5688.424316
	Iteration 125Q: 3 clusters Score -1.137891e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -11378933.000000 Penalty: 5688.424316
	Iteration 126Q: 3 clusters Score -1.137893e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -11378931.000000 Penalty: 5688.424316
	Iteration 127Q: 3 clusters Score -1.137893e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -11378960.000000 Penalty: 5688.424316
	Iteration 128Q: 3 clusters Score -1.137896e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -11378960.000000 Penalty: 5688.424316
	Iteration 129Q: 3 clusters Score -1.137896e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -11378994.000000 Penalty: 5688.424316
	Iteration 130Q: 3 clusters Score -1.137899e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -11378991.000000 Penalty: 5688.424316
	Iteration 131Q: 3 clusters Score -1.137899e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -11378976.000000 Penalty: 5688.424316
	Iteration 132Q: 3 clusters Score -1.137898e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -11378969.000000 Penalty: 5688.424316
	Iteration 133Q: 3 clusters Score -1.137897e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -11379001.000000 Penalty: 5688.424316
	Iteration 134Q: 3 clusters Score -1.1379e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -11379002.000000 Penalty: 5688.424316
	Iteration 135Q: 3 clusters Score -1.1379e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -11379018.000000 Penalty: 5688.424316
	Iteration 136Q: 3 clusters Score -1.137902e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -11379015.000000 Penalty: 5688.424316
	Iteration 137Q: 3 clusters Score -1.137902e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -11379073.000000 Penalty: 5688.424316
	Iteration 138Q: 3 clusters Score -1.137907e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -11379069.000000 Penalty: 5688.424316
	Iteration 139Q: 3 clusters Score -1.137907e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -11379098.000000 Penalty: 5688.424316
	Iteration 140F: 3 clusters Score -1.13791e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -11379102.000000 Penalty: 5688.424316
	Iteration 141Q: 3 clusters Score -1.13791e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -11379093.000000 Penalty: 5688.424316
	Iteration 142Q: 3 clusters Score -1.137909e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -11379086.000000 Penalty: 5688.424316
	Iteration 143Q: 3 clusters Score -1.137909e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -11379070.000000 Penalty: 5688.424316
	Iteration 144Q: 3 clusters Score -1.137907e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -11379102.000000 Penalty: 5688.424316
	Iteration 145Q: 3 clusters Score -1.13791e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -11379107.000000 Penalty: 5688.424316
	Iteration 146Q: 3 clusters Score -1.137911e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -11379099.000000 Penalty: 5688.424316
	Iteration 147Q: 3 clusters Score -1.13791e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -11379080.000000 Penalty: 5688.424316
	Iteration 148Q: 3 clusters Score -1.137908e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -11379095.000000 Penalty: 5688.424316
	Iteration 149Q: 3 clusters Score -1.13791e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -11379107.000000 Penalty: 5688.424316
	Iteration 150Q: 3 clusters Score -1.137911e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -11379118.000000 Penalty: 5688.424316
	Iteration 151Q: 3 clusters Score -1.137912e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -11379091.000000 Penalty: 5688.424316
	Iteration 152Q: 3 clusters Score -1.137909e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -11379098.000000 Penalty: 5688.424316
	Iteration 153Q: 3 clusters Score -1.13791e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -11379099.000000 Penalty: 5688.424316
	Iteration 154Q: 3 clusters Score -1.13791e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -11379096.000000 Penalty: 5688.424316
	Iteration 155Q: 3 clusters Score -1.13791e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -11379085.000000 Penalty: 5688.424316
	Iteration 156Q: 3 clusters Score -1.137908e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -11379110.000000 Penalty: 5688.424316
	Iteration 157Q: 3 clusters Score -1.137911e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -11379148.000000 Penalty: 5688.424316
	Iteration 158Q: 3 clusters Score -1.137915e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -11379166.000000 Penalty: 5688.424316
	Iteration 159Q: 3 clusters Score -1.137917e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -11379197.000000 Penalty: 5688.424316
	Iteration 160F: 3 clusters Score -1.13792e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -11379224.000000 Penalty: 5688.424316
	Iteration 161Q: 3 clusters Score -1.137922e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -11379268.000000 Penalty: 5688.424316
	Iteration 162Q: 3 clusters Score -1.137927e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -11379258.000000 Penalty: 5688.424316
	Iteration 163Q: 3 clusters Score -1.137926e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -11379271.000000 Penalty: 5688.424316
	Iteration 164Q: 3 clusters Score -1.137927e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -11379256.000000 Penalty: 5688.424316
	Iteration 165Q: 3 clusters Score -1.137926e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -11379302.000000 Penalty: 5688.424316
	Iteration 166Q: 3 clusters Score -1.13793e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -11379327.000000 Penalty: 5688.424316
	Iteration 167Q: 3 clusters Score -1.137933e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -11379309.000000 Penalty: 5688.424316
	Iteration 168Q: 3 clusters Score -1.137931e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -11379323.000000 Penalty: 5688.424316
	Iteration 169Q: 3 clusters Score -1.137932e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -11379368.000000 Penalty: 5688.424316
	Iteration 170Q: 3 clusters Score -1.137937e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -11379384.000000 Penalty: 5688.424316
	Iteration 171Q: 3 clusters Score -1.137938e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -11379431.000000 Penalty: 5688.424316
	Iteration 172Q: 3 clusters Score -1.137943e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -11379435.000000 Penalty: 5688.424316
	Iteration 173Q: 3 clusters Score -1.137944e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -11379420.000000 Penalty: 5688.424316
	Iteration 174Q: 3 clusters Score -1.137942e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -11379459.000000 Penalty: 5688.424316
	Iteration 175Q: 3 clusters Score -1.137946e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -11379475.000000 Penalty: 5688.424316
	Iteration 176Q: 3 clusters Score -1.137948e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -11379516.000000 Penalty: 5688.424316
	Iteration 177Q: 3 clusters Score -1.137952e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -11379556.000000 Penalty: 5688.424316
	Iteration 178Q: 3 clusters Score -1.137956e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -11379592.000000 Penalty: 5688.424316
	Iteration 179Q: 3 clusters Score -1.137959e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -11379627.000000 Penalty: 5688.424316
	Iteration 180F: 3 clusters Score -1.137963e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -11379658.000000 Penalty: 5688.424316
	Iteration 181Q: 3 clusters Score -1.137966e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -11379723.000000 Penalty: 5688.424316
	Iteration 182Q: 3 clusters Score -1.137972e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -11379818.000000 Penalty: 5688.424316
	Iteration 183Q: 3 clusters Score -1.137982e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -11379855.000000 Penalty: 5688.424316
	Iteration 184Q: 3 clusters Score -1.137986e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -11379926.000000 Penalty: 5688.424316
	Iteration 185Q: 3 clusters Score -1.137993e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -11379989.000000 Penalty: 5688.424316
	Iteration 186Q: 3 clusters Score -1.137999e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -11380166.000000 Penalty: 5688.424316
	Iteration 187Q: 3 clusters Score -1.138017e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -11380279.000000 Penalty: 5688.424316
	Iteration 188Q: 3 clusters Score -1.138028e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -11380410.000000 Penalty: 5688.424316
	Iteration 189Q: 3 clusters Score -1.138041e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -11380576.000000 Penalty: 5688.424316
	Iteration 190Q: 3 clusters Score -1.138058e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -11380704.000000 Penalty: 5688.424316
	Iteration 191Q: 3 clusters Score -1.13807e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -11380875.000000 Penalty: 5688.424316
	Iteration 192Q: 3 clusters Score -1.138088e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -11381054.000000 Penalty: 5688.424316
	Iteration 193Q: 3 clusters Score -1.138105e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -11381193.000000 Penalty: 5688.424316
	Iteration 194Q: 3 clusters Score -1.138119e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -11381319.000000 Penalty: 5688.424316
	Iteration 195Q: 3 clusters Score -1.138132e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -11381452.000000 Penalty: 5688.424316
	Iteration 196Q: 3 clusters Score -1.138145e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -11381527.000000 Penalty: 5688.424316
	Iteration 197Q: 3 clusters Score -1.138153e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -11381664.000000 Penalty: 5688.424316
	Iteration 198Q: 3 clusters Score -1.138166e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -11381745.000000 Penalty: 5688.424316
	Iteration 199Q: 3 clusters Score -1.138174e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -11381824.000000 Penalty: 5688.424316
	Iteration 200F: 3 clusters Score -1.138182e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -11381888.000000 Penalty: 5688.424316
	Iteration 201Q: 3 clusters Score -1.138189e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -11381926.000000 Penalty: 5688.424316
	Iteration 202Q: 3 clusters Score -1.138193e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -11381991.000000 Penalty: 5688.424316
	Iteration 203Q: 3 clusters Score -1.138199e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -11382084.000000 Penalty: 5688.424316
	Iteration 204Q: 3 clusters Score -1.138208e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -11382135.000000 Penalty: 5688.424316
	Iteration 205Q: 3 clusters Score -1.138214e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -11382198.000000 Penalty: 5688.424316
	Iteration 206Q: 3 clusters Score -1.13822e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -11382220.000000 Penalty: 5688.424316
	Iteration 207Q: 3 clusters Score -1.138222e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -11382241.000000 Penalty: 5688.424316
	Iteration 208Q: 3 clusters Score -1.138224e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -11382288.000000 Penalty: 5688.424316
	Iteration 209Q: 3 clusters Score -1.138229e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -11382313.000000 Penalty: 5688.424316
	Iteration 210Q: 3 clusters Score -1.138231e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -11382351.000000 Penalty: 5688.424316
	Iteration 211Q: 3 clusters Score -1.138235e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -11382375.000000 Penalty: 5688.424316
	Iteration 212Q: 3 clusters Score -1.138238e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -11382401.000000 Penalty: 5688.424316
	Iteration 213Q: 3 clusters Score -1.13824e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -11382417.000000 Penalty: 5688.424316
	Iteration 214Q: 3 clusters Score -1.138242e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -11382432.000000 Penalty: 5688.424316
	Iteration 215Q: 3 clusters Score -1.138243e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -11382467.000000 Penalty: 5688.424316
	Iteration 216Q: 3 clusters Score -1.138247e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -11382503.000000 Penalty: 5688.424316
	Iteration 217Q: 3 clusters Score -1.13825e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -11382553.000000 Penalty: 5688.424316
	Iteration 218Q: 3 clusters Score -1.138255e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -11382601.000000 Penalty: 5688.424316
	Iteration 219Q: 3 clusters Score -1.13826e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -11382613.000000 Penalty: 5688.424316
	Iteration 220F: 3 clusters Score -1.138261e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -11382652.000000 Penalty: 5688.424316
	Iteration 221Q: 3 clusters Score -1.138265e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -11382680.000000 Penalty: 5688.424316
	Iteration 222Q: 3 clusters Score -1.138268e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -11382702.000000 Penalty: 5688.424316
	Iteration 223Q: 3 clusters Score -1.13827e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -11382711.000000 Penalty: 5688.424316
	Iteration 224Q: 3 clusters Score -1.138271e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -11382725.000000 Penalty: 5688.424316
	Iteration 225Q: 3 clusters Score -1.138272e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -11382774.000000 Penalty: 5688.424316
	Iteration 226Q: 3 clusters Score -1.138277e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -11382795.000000 Penalty: 5688.424316
	Iteration 227Q: 3 clusters Score -1.13828e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -11382820.000000 Penalty: 5688.424316
	Iteration 228Q: 3 clusters Score -1.138282e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -11382862.000000 Penalty: 5688.424316
	Iteration 229Q: 3 clusters Score -1.138286e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -11382906.000000 Penalty: 5688.424316
	Iteration 230Q: 3 clusters Score -1.138291e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -11382905.000000 Penalty: 5688.424316
	Iteration 231Q: 3 clusters Score -1.13829e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -11382924.000000 Penalty: 5688.424316
	Iteration 232Q: 3 clusters Score -1.138292e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -11382936.000000 Penalty: 5688.424316
	Iteration 233Q: 3 clusters Score -1.138294e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -11382990.000000 Penalty: 5688.424316
	Iteration 234Q: 3 clusters Score -1.138299e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -11383028.000000 Penalty: 5688.424316
	Iteration 235Q: 3 clusters Score -1.138303e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -11383038.000000 Penalty: 5688.424316
	Iteration 236Q: 3 clusters Score -1.138304e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -11383087.000000 Penalty: 5688.424316
	Iteration 237Q: 3 clusters Score -1.138309e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -11383108.000000 Penalty: 5688.424316
	Iteration 238Q: 3 clusters Score -1.138311e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -11383116.000000 Penalty: 5688.424316
	Iteration 239Q: 3 clusters Score -1.138312e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -11383155.000000 Penalty: 5688.424316
	Iteration 240F: 3 clusters Score -1.138316e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -11383162.000000 Penalty: 5688.424316
	Iteration 241Q: 3 clusters Score -1.138316e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -11383166.000000 Penalty: 5688.424316
	Iteration 242Q: 3 clusters Score -1.138317e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -11383149.000000 Penalty: 5688.424316
	Iteration 243Q: 3 clusters Score -1.138315e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -11383133.000000 Penalty: 5688.424316
	Iteration 244Q: 3 clusters Score -1.138313e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -11383163.000000 Penalty: 5688.424316
	Iteration 245Q: 3 clusters Score -1.138316e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -11383160.000000 Penalty: 5688.424316
	Iteration 246Q: 3 clusters Score -1.138316e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -11383174.000000 Penalty: 5688.424316
	Iteration 247Q: 3 clusters Score -1.138317e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -11383179.000000 Penalty: 5688.424316
	Iteration 248Q: 3 clusters Score -1.138318e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -11383199.000000 Penalty: 5688.424316
	Iteration 249Q: 3 clusters Score -1.13832e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -11383209.000000 Penalty: 5688.424316
	Iteration 250Q: 3 clusters Score -1.138321e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -11383256.000000 Penalty: 5688.424316
	Iteration 251Q: 3 clusters Score -1.138326e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87892 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -11383258.000000 Penalty: 5688.424316
	Iteration 252Q: 3 clusters Score -1.138326e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -11383261.000000 Penalty: 5688.424316
	Iteration 253Q: 3 clusters Score -1.138326e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -11383269.000000 Penalty: 5688.424316
	Iteration 254Q: 3 clusters Score -1.138327e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -11383259.000000 Penalty: 5688.424316
	Iteration 255Q: 3 clusters Score -1.138326e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -11383272.000000 Penalty: 5688.424316
	Iteration 256Q: 3 clusters Score -1.138327e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -11383292.000000 Penalty: 5688.424316
	Iteration 257Q: 3 clusters Score -1.138329e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -11383280.000000 Penalty: 5688.424316
	Iteration 258Q: 3 clusters Score -1.138328e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -11383298.000000 Penalty: 5688.424316
	Iteration 259Q: 3 clusters Score -1.13833e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -11383315.000000 Penalty: 5688.424316
	Iteration 260F: 3 clusters Score -1.138332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -11383323.000000 Penalty: 5688.424316
	Iteration 261Q: 3 clusters Score -1.138332e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -11383328.000000 Penalty: 5688.424316
	Iteration 262Q: 3 clusters Score -1.138333e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -11383348.000000 Penalty: 5688.424316
	Iteration 263Q: 3 clusters Score -1.138335e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -11383354.000000 Penalty: 5688.424316
	Iteration 264Q: 3 clusters Score -1.138335e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -11383382.000000 Penalty: 5688.424316
	Iteration 265Q: 3 clusters Score -1.138338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -11383405.000000 Penalty: 5688.424316
	Iteration 266Q: 3 clusters Score -1.13834e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -11383431.000000 Penalty: 5688.424316
	Iteration 267Q: 3 clusters Score -1.138343e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -11383432.000000 Penalty: 5688.424316
	Iteration 268Q: 3 clusters Score -1.138343e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -11383448.000000 Penalty: 5688.424316
	Iteration 269Q: 3 clusters Score -1.138345e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -11383472.000000 Penalty: 5688.424316
	Iteration 270Q: 3 clusters Score -1.138347e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -11383490.000000 Penalty: 5688.424316
	Iteration 271Q: 3 clusters Score -1.138349e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -11383480.000000 Penalty: 5688.424316
	Iteration 272Q: 3 clusters Score -1.138348e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -11383496.000000 Penalty: 5688.424316
	Iteration 273Q: 3 clusters Score -1.13835e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -11383505.000000 Penalty: 5688.424316
	Iteration 274Q: 3 clusters Score -1.13835e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -11383531.000000 Penalty: 5688.424316
	Iteration 275Q: 3 clusters Score -1.138353e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -11383571.000000 Penalty: 5688.424316
	Iteration 276Q: 3 clusters Score -1.138357e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -11383553.000000 Penalty: 5688.424316
	Iteration 277Q: 3 clusters Score -1.138355e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -11383575.000000 Penalty: 5688.424316
	Iteration 278Q: 3 clusters Score -1.138358e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -11383568.000000 Penalty: 5688.424316
	Iteration 279Q: 3 clusters Score -1.138357e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -11383604.000000 Penalty: 5688.424316
	Iteration 280F: 3 clusters Score -1.13836e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -11383615.000000 Penalty: 5688.424316
	Iteration 281Q: 3 clusters Score -1.138362e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -11383615.000000 Penalty: 5688.424316
	Iteration 282Q: 3 clusters Score -1.138362e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -11383631.000000 Penalty: 5688.424316
	Iteration 283Q: 3 clusters Score -1.138363e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -11383630.000000 Penalty: 5688.424316
	Iteration 284Q: 3 clusters Score -1.138363e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -11383661.000000 Penalty: 5688.424316
	Iteration 285Q: 3 clusters Score -1.138366e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -11383649.000000 Penalty: 5688.424316
	Iteration 286Q: 3 clusters Score -1.138365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -11383660.000000 Penalty: 5688.424316
	Iteration 287Q: 3 clusters Score -1.138366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -11383666.000000 Penalty: 5688.424316
	Iteration 288Q: 3 clusters Score -1.138367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -11383686.000000 Penalty: 5688.424316
	Iteration 289Q: 3 clusters Score -1.138369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -11383701.000000 Penalty: 5688.424316
	Iteration 290Q: 3 clusters Score -1.13837e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -11383703.000000 Penalty: 5688.424316
	Iteration 291Q: 3 clusters Score -1.13837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -11383706.000000 Penalty: 5688.424316
	Iteration 292Q: 3 clusters Score -1.138371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -11383727.000000 Penalty: 5688.424316
	Iteration 293Q: 3 clusters Score -1.138373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -11383734.000000 Penalty: 5688.424316
	Iteration 294Q: 3 clusters Score -1.138373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -11383724.000000 Penalty: 5688.424316
	Iteration 295Q: 3 clusters Score -1.138372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -11383730.000000 Penalty: 5688.424316
	Iteration 296Q: 3 clusters Score -1.138373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -11383721.000000 Penalty: 5688.424316
	Iteration 297Q: 3 clusters Score -1.138372e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -11383724.000000 Penalty: 5688.424316
	Iteration 298Q: 3 clusters Score -1.138372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -11383699.000000 Penalty: 5688.424316
	Iteration 299Q: 3 clusters Score -1.13837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -11383701.000000 Penalty: 5688.424316
	Iteration 300F: 3 clusters Score -1.13837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -11383702.000000 Penalty: 5688.424316
	Iteration 301Q: 3 clusters Score -1.13837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -11383700.000000 Penalty: 5688.424316
	Iteration 302Q: 3 clusters Score -1.13837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -11383691.000000 Penalty: 5688.424316
	Iteration 303Q: 3 clusters Score -1.138369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -11383700.000000 Penalty: 5688.424316
	Iteration 304Q: 3 clusters Score -1.13837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -11383704.000000 Penalty: 5688.424316
	Iteration 305Q: 3 clusters Score -1.13837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -11383713.000000 Penalty: 5688.424316
	Iteration 306Q: 3 clusters Score -1.138371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -11383712.000000 Penalty: 5688.424316
	Iteration 307Q: 3 clusters Score -1.138371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -11383723.000000 Penalty: 5688.424316
	Iteration 308Q: 3 clusters Score -1.138372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -11383719.000000 Penalty: 5688.424316
	Iteration 309Q: 3 clusters Score -1.138372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11383717.000000 Penalty: 5688.424316
	Iteration 310Q: 3 clusters Score -1.138372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -11383721.000000 Penalty: 5688.424316
	Iteration 311Q: 3 clusters Score -1.138372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -11383722.000000 Penalty: 5688.424316
	Iteration 312Q: 3 clusters Score -1.138372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -11383725.000000 Penalty: 5688.424316
	Iteration 313Q: 3 clusters Score -1.138372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -11383715.000000 Penalty: 5688.424316
	Iteration 314Q: 3 clusters Score -1.138372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -11383714.000000 Penalty: 5688.424316
	Iteration 315Q: 3 clusters Score -1.138371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -11383720.000000 Penalty: 5688.424316
	Iteration 316Q: 3 clusters Score -1.138372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -11383726.000000 Penalty: 5688.424316
	Iteration 317Q: 3 clusters Score -1.138373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -11383729.000000 Penalty: 5688.424316
	Iteration 318Q: 3 clusters Score -1.138373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -11383722.000000 Penalty: 5688.424316
	Iteration 319Q: 3 clusters Score -1.138372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -11383726.000000 Penalty: 5688.424316
	Iteration 320F: 3 clusters Score -1.138373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -11383726.000000 Penalty: 5688.424316
	Iteration 321Q: 3 clusters Score -1.138373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -11383735.000000 Penalty: 5688.424316
	Iteration 322Q: 3 clusters Score -1.138374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91643 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -11383731.000000 Penalty: 5688.424316
	Iteration 323Q: 3 clusters Score -1.138373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -11383736.000000 Penalty: 5688.424316
	Iteration 324Q: 3 clusters Score -1.138374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -11383736.000000 Penalty: 5688.424316
	Iteration 325F: 3 clusters Score -1.138374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Entering Unmasked Estep 
Score: -1827987.000000 Penalty: 2393.347168
	Iteration 0F: 2 clusters Score -1827987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1816845.875000 Penalty: 4786.694336
	Iteration 0F: 3 clusters Score -1816846 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1820444.875000 Penalty: 4786.694336
	Iteration 1F: 3 clusters Score -1820445 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1820830.500000 Penalty: 4786.694336
	Iteration 2F: 3 clusters Score -1820830 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1821150.250000 Penalty: 4786.694336
	Iteration 3Q: 3 clusters Score -1821150 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1821462.125000 Penalty: 4786.694336
	Iteration 4Q: 3 clusters Score -1821462 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1821816.375000 Penalty: 4786.694336
	Iteration 5Q: 3 clusters Score -1821816 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1822154.750000 Penalty: 4786.694336
	Iteration 6Q: 3 clusters Score -1822155 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1822486.500000 Penalty: 4786.694336
	Iteration 7Q: 3 clusters Score -1822486 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1822834.750000 Penalty: 4786.694336
	Iteration 8Q: 3 clusters Score -1822835 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1823184.375000 Penalty: 4786.694336
	Iteration 9Q: 3 clusters Score -1823184 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1823507.625000 Penalty: 4786.694336
	Iteration 10Q: 3 clusters Score -1823508 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1823780.125000 Penalty: 4786.694336
	Iteration 11Q: 3 clusters Score -1823780 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1823985.750000 Penalty: 4786.694336
	Iteration 12Q: 3 clusters Score -1823986 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1824179.375000 Penalty: 4786.694336
	Iteration 13Q: 3 clusters Score -1824179 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1824322.750000 Penalty: 4786.694336
	Iteration 14Q: 3 clusters Score -1824323 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1824445.000000 Penalty: 4786.694336
	Iteration 15Q: 3 clusters Score -1824445 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1824567.500000 Penalty: 4786.694336
	Iteration 16Q: 3 clusters Score -1824568 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1824663.750000 Penalty: 4786.694336
	Iteration 17Q: 3 clusters Score -1824664 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1824744.000000 Penalty: 4786.694336
	Iteration 18Q: 3 clusters Score -1824744 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1824815.000000 Penalty: 4786.694336
	Iteration 19Q: 3 clusters Score -1824815 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1824871.250000 Penalty: 4786.694336
	Iteration 20F: 3 clusters Score -1824871 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1824935.625000 Penalty: 4786.694336
	Iteration 21Q: 3 clusters Score -1824936 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1825005.000000 Penalty: 4786.694336
	Iteration 22Q: 3 clusters Score -1825005 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1825084.750000 Penalty: 4786.694336
	Iteration 23Q: 3 clusters Score -1825085 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1825160.750000 Penalty: 4786.694336
	Iteration 24Q: 3 clusters Score -1825161 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1825229.875000 Penalty: 4786.694336
	Iteration 25Q: 3 clusters Score -1825230 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1825306.625000 Penalty: 4786.694336
	Iteration 26Q: 3 clusters Score -1825307 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1825373.000000 Penalty: 4786.694336
	Iteration 27Q: 3 clusters Score -1825373 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1825444.250000 Penalty: 4786.694336
	Iteration 28Q: 3 clusters Score -1825444 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1825513.000000 Penalty: 4786.694336
	Iteration 29Q: 3 clusters Score -1825513 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1825582.625000 Penalty: 4786.694336
	Iteration 30Q: 3 clusters Score -1825583 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1825664.625000 Penalty: 4786.694336
	Iteration 31Q: 3 clusters Score -1825665 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1825736.125000 Penalty: 4786.694336
	Iteration 32Q: 3 clusters Score -1825736 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1825805.000000 Penalty: 4786.694336
	Iteration 33Q: 3 clusters Score -1825805 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1825886.250000 Penalty: 4786.694336
	Iteration 34Q: 3 clusters Score -1825886 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1825946.500000 Penalty: 4786.694336
	Iteration 35Q: 3 clusters Score -1825946 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1826027.250000 Penalty: 4786.694336
	Iteration 36Q: 3 clusters Score -1826027 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1826121.625000 Penalty: 4786.694336
	Iteration 37Q: 3 clusters Score -1826122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1826192.250000 Penalty: 4786.694336
	Iteration 38Q: 3 clusters Score -1826192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1826246.375000 Penalty: 4786.694336
	Iteration 39Q: 3 clusters Score -1826246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1826301.500000 Penalty: 4786.694336
	Iteration 40F: 3 clusters Score -1826302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1826354.000000 Penalty: 4786.694336
	Iteration 41Q: 3 clusters Score -1826354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1826396.625000 Penalty: 4786.694336
	Iteration 42Q: 3 clusters Score -1826397 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1826444.250000 Penalty: 4786.694336
	Iteration 43Q: 3 clusters Score -1826444 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1826504.750000 Penalty: 4786.694336
	Iteration 44Q: 3 clusters Score -1826505 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1826569.875000 Penalty: 4786.694336
	Iteration 45Q: 3 clusters Score -1826570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1826617.250000 Penalty: 4786.694336
	Iteration 46Q: 3 clusters Score -1826617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1826671.000000 Penalty: 4786.694336
	Iteration 47Q: 3 clusters Score -1826671 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1826736.000000 Penalty: 4786.694336
	Iteration 48Q: 3 clusters Score -1826736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1826784.875000 Penalty: 4786.694336
	Iteration 49Q: 3 clusters Score -1826785 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1826814.375000 Penalty: 4786.694336
	Iteration 50Q: 3 clusters Score -1826814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1826838.125000 Penalty: 4786.694336
	Iteration 51Q: 3 clusters Score -1826838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1826860.125000 Penalty: 4786.694336
	Iteration 52Q: 3 clusters Score -1826860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1826869.625000 Penalty: 4786.694336
	Iteration 53Q: 3 clusters Score -1826870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1826884.875000 Penalty: 4786.694336
	Iteration 54Q: 3 clusters Score -1826885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1826894.250000 Penalty: 4786.694336
	Iteration 55Q: 3 clusters Score -1826894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1826902.000000 Penalty: 4786.694336
	Iteration 56Q: 3 clusters Score -1826902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1826914.750000 Penalty: 4786.694336
	Iteration 57Q: 3 clusters Score -1826915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1826917.500000 Penalty: 4786.694336
	Iteration 58Q: 3 clusters Score -1826918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1826921.375000 Penalty: 4786.694336
	Iteration 59Q: 3 clusters Score -1826921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1826917.125000 Penalty: 4786.694336
	Iteration 60F: 3 clusters Score -1826917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1826921.250000 Penalty: 4786.694336
	Iteration 61Q: 3 clusters Score -1826921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1826923.750000 Penalty: 4786.694336
	Iteration 62Q: 3 clusters Score -1826924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1826928.000000 Penalty: 4786.694336
	Iteration 63Q: 3 clusters Score -1826928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1826931.750000 Penalty: 4786.694336
	Iteration 64Q: 3 clusters Score -1826932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1826930.125000 Penalty: 4786.694336
	Iteration 65Q: 3 clusters Score -1826930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1826933.375000 Penalty: 4786.694336
	Iteration 66Q: 3 clusters Score -1826933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1826931.000000 Penalty: 4786.694336
	Iteration 67Q: 3 clusters Score -1826931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1826931.875000 Penalty: 4786.694336
	Iteration 68Q: 3 clusters Score -1826932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1826931.250000 Penalty: 4786.694336
	Iteration 69Q: 3 clusters Score -1826931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1826935.375000 Penalty: 4786.694336
	Iteration 70Q: 3 clusters Score -1826935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1826934.375000 Penalty: 4786.694336
	Iteration 71Q: 3 clusters Score -1826934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1826933.125000 Penalty: 4786.694336
	Iteration 72Q: 3 clusters Score -1826933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1826936.125000 Penalty: 4786.694336
	Iteration 73Q: 3 clusters Score -1826936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1826942.250000 Penalty: 4786.694336
	Iteration 74Q: 3 clusters Score -1826942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1826948.125000 Penalty: 4786.694336
	Iteration 75Q: 3 clusters Score -1826948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1826951.875000 Penalty: 4786.694336
	Iteration 76Q: 3 clusters Score -1826952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1826955.500000 Penalty: 4786.694336
	Iteration 77Q: 3 clusters Score -1826956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1826954.500000 Penalty: 4786.694336
	Iteration 78Q: 3 clusters Score -1826954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1826952.375000 Penalty: 4786.694336
	Iteration 79Q: 3 clusters Score -1826952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1826952.500000 Penalty: 4786.694336
	Iteration 80F: 3 clusters Score -1826952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1826953.875000 Penalty: 4786.694336
	Iteration 81Q: 3 clusters Score -1826954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1826954.750000 Penalty: 4786.694336
	Iteration 82Q: 3 clusters Score -1826955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1826952.500000 Penalty: 4786.694336
	Iteration 83Q: 3 clusters Score -1826952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1826952.500000 Penalty: 4786.694336
	Iteration 84F: 3 clusters Score -1826952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Entering Unmasked Estep 
Score: -13016932.000000 Penalty: 2872.387695
	Iteration 0F: 2 clusters Score -1.301693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -12945368.000000 Penalty: 5744.775391
	Iteration 0F: 3 clusters Score -1.294537e+07 nChanged 50822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -12974264.000000 Penalty: 5744.775391
	Iteration 1F: 3 clusters Score -1.297426e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -12974975.000000 Penalty: 5744.775391
	Iteration 2Q: 3 clusters Score -1.297498e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -12975767.000000 Penalty: 5744.775391
	Iteration 3Q: 3 clusters Score -1.297577e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -12976664.000000 Penalty: 5744.775391
	Iteration 4Q: 3 clusters Score -1.297666e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -12977737.000000 Penalty: 5744.775391
	Iteration 5Q: 3 clusters Score -1.297774e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -12979160.000000 Penalty: 5744.775391
	Iteration 6Q: 3 clusters Score -1.297916e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -12981130.000000 Penalty: 5744.775391
	Iteration 7Q: 3 clusters Score -1.298113e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -12984086.000000 Penalty: 5744.775391
	Iteration 8Q: 3 clusters Score -1.298409e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -12988141.000000 Penalty: 5744.775391
	Iteration 9F: 3 clusters Score -1.298814e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -12993576.000000 Penalty: 5744.775391
	Iteration 10F: 3 clusters Score -1.299358e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -12999284.000000 Penalty: 5744.775391
	Iteration 11F: 3 clusters Score -1.299928e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -13004102.000000 Penalty: 5744.775391
	Iteration 12F: 3 clusters Score -1.30041e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 98726 members 
Entering Unmasked Estep 
Score: -13007793.000000 Penalty: 5744.775391
	Iteration 13Q: 3 clusters Score -1.300779e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -13010388.000000 Penalty: 5744.775391
	Iteration 14Q: 3 clusters Score -1.301039e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -13012105.000000 Penalty: 5744.775391
	Iteration 15Q: 3 clusters Score -1.30121e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 105323 members 
Entering Unmasked Estep 
Score: -13013148.000000 Penalty: 5744.775391
	Iteration 16Q: 3 clusters Score -1.301315e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -13013674.000000 Penalty: 5744.775391
	Iteration 17Q: 3 clusters Score -1.301367e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -13013988.000000 Penalty: 5744.775391
	Iteration 18Q: 3 clusters Score -1.301399e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -13014147.000000 Penalty: 5744.775391
	Iteration 19Q: 3 clusters Score -1.301415e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -13014246.000000 Penalty: 5744.775391
	Iteration 20F: 3 clusters Score -1.301425e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -13014320.000000 Penalty: 5744.775391
	Iteration 21Q: 3 clusters Score -1.301432e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -13014355.000000 Penalty: 5744.775391
	Iteration 22Q: 3 clusters Score -1.301436e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -13014385.000000 Penalty: 5744.775391
	Iteration 23Q: 3 clusters Score -1.301438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -13014397.000000 Penalty: 5744.775391
	Iteration 24Q: 3 clusters Score -1.30144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -13014412.000000 Penalty: 5744.775391
	Iteration 25Q: 3 clusters Score -1.301441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -13014421.000000 Penalty: 5744.775391
	Iteration 26Q: 3 clusters Score -1.301442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -13014429.000000 Penalty: 5744.775391
	Iteration 27Q: 3 clusters Score -1.301443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -13014416.000000 Penalty: 5744.775391
	Iteration 28Q: 3 clusters Score -1.301442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -13014424.000000 Penalty: 5744.775391
	Iteration 29Q: 3 clusters Score -1.301442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -13014426.000000 Penalty: 5744.775391
	Iteration 30Q: 3 clusters Score -1.301443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -13014426.000000 Penalty: 5744.775391
	Iteration 31F: 3 clusters Score -1.301443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (114595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Entering Unmasked Estep 
Score: -13606140.000000 Penalty: 2888.991455
	Iteration 0F: 2 clusters Score -1.360614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -13529893.000000 Penalty: 5777.982910
	Iteration 0F: 3 clusters Score -1.352989e+07 nChanged 54255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -13560852.000000 Penalty: 5777.982910
	Iteration 1F: 3 clusters Score -1.356085e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -13561708.000000 Penalty: 5777.982910
	Iteration 2Q: 3 clusters Score -1.356171e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -13562687.000000 Penalty: 5777.982910
	Iteration 3Q: 3 clusters Score -1.356269e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -13563712.000000 Penalty: 5777.982910
	Iteration 4Q: 3 clusters Score -1.356371e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -13565239.000000 Penalty: 5777.982910
	Iteration 5Q: 3 clusters Score -1.356524e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -13567058.000000 Penalty: 5777.982910
	Iteration 6Q: 3 clusters Score -1.356706e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -13569853.000000 Penalty: 5777.982910
	Iteration 7F: 3 clusters Score -1.356985e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -13573756.000000 Penalty: 5777.982910
	Iteration 8F: 3 clusters Score -1.357376e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -13578588.000000 Penalty: 5777.982910
	Iteration 9F: 3 clusters Score -1.357859e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -13584456.000000 Penalty: 5777.982910
	Iteration 10F: 3 clusters Score -1.358446e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -13590229.000000 Penalty: 5777.982910
	Iteration 11F: 3 clusters Score -1.359023e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -13595351.000000 Penalty: 5777.982910
	Iteration 12F: 3 clusters Score -1.359535e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -13599113.000000 Penalty: 5777.982910
	Iteration 13Q: 3 clusters Score -1.359911e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -13601345.000000 Penalty: 5777.982910
	Iteration 14Q: 3 clusters Score -1.360134e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13602408.000000 Penalty: 5777.982910
	Iteration 15Q: 3 clusters Score -1.360241e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13602984.000000 Penalty: 5777.982910
	Iteration 16Q: 3 clusters Score -1.360298e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13603248.000000 Penalty: 5777.982910
	Iteration 17Q: 3 clusters Score -1.360325e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113695 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13603447.000000 Penalty: 5777.982910
	Iteration 18Q: 3 clusters Score -1.360345e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113820 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13603519.000000 Penalty: 5777.982910
	Iteration 19Q: 3 clusters Score -1.360352e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113900 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13603601.000000 Penalty: 5777.982910
	Iteration 20F: 3 clusters Score -1.36036e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113954 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13603645.000000 Penalty: 5777.982910
	Iteration 21Q: 3 clusters Score -1.360364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -13603683.000000 Penalty: 5777.982910
	Iteration 22Q: 3 clusters Score -1.360368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13603719.000000 Penalty: 5777.982910
	Iteration 23Q: 3 clusters Score -1.360372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13603761.000000 Penalty: 5777.982910
	Iteration 24Q: 3 clusters Score -1.360376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13603784.000000 Penalty: 5777.982910
	Iteration 25Q: 3 clusters Score -1.360378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114082 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13603795.000000 Penalty: 5777.982910
	Iteration 26Q: 3 clusters Score -1.36038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13603810.000000 Penalty: 5777.982910
	Iteration 27Q: 3 clusters Score -1.360381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13603817.000000 Penalty: 5777.982910
	Iteration 28Q: 3 clusters Score -1.360382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13603820.000000 Penalty: 5777.982910
	Iteration 29Q: 3 clusters Score -1.360382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13603818.000000 Penalty: 5777.982910
	Iteration 30Q: 3 clusters Score -1.360382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13603820.000000 Penalty: 5777.982910
	Iteration 31Q: 3 clusters Score -1.360382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13603822.000000 Penalty: 5777.982910
	Iteration 32Q: 3 clusters Score -1.360382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13603822.000000 Penalty: 5777.982910
	Iteration 33Q: 3 clusters Score -1.360382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13603837.000000 Penalty: 5777.982910
	Iteration 34Q: 3 clusters Score -1.360384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13603827.000000 Penalty: 5777.982910
	Iteration 35Q: 3 clusters Score -1.360383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13603832.000000 Penalty: 5777.982910
	Iteration 36Q: 3 clusters Score -1.360383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13603832.000000 Penalty: 5777.982910
	Iteration 37F: 3 clusters Score -1.360383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Entering Unmasked Estep 
Score: -3707259.500000 Penalty: 2561.984619
	Iteration 0F: 2 clusters Score -3707260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3686127.000000 Penalty: 5123.969238
	Iteration 0F: 3 clusters Score -3686127 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3693560.000000 Penalty: 5123.969238
	Iteration 1F: 3 clusters Score -3693560 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3693994.000000 Penalty: 5123.969238
	Iteration 2Q: 3 clusters Score -3693994 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3694421.250000 Penalty: 5123.969238
	Iteration 3Q: 3 clusters Score -3694421 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3694903.750000 Penalty: 5123.969238
	Iteration 4Q: 3 clusters Score -3694904 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3695482.250000 Penalty: 5123.969238
	Iteration 5Q: 3 clusters Score -3695482 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3696176.750000 Penalty: 5123.969238
	Iteration 6Q: 3 clusters Score -3696177 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3697086.500000 Penalty: 5123.969238
	Iteration 7F: 3 clusters Score -3697086 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3698174.000000 Penalty: 5123.969238
	Iteration 8F: 3 clusters Score -3698174 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3699457.500000 Penalty: 5123.969238
	Iteration 9F: 3 clusters Score -3699458 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3700846.000000 Penalty: 5123.969238
	Iteration 10F: 3 clusters Score -3700846 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3702126.000000 Penalty: 5123.969238
	Iteration 11F: 3 clusters Score -3702126 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3703124.250000 Penalty: 5123.969238
	Iteration 12Q: 3 clusters Score -3703124 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3703845.500000 Penalty: 5123.969238
	Iteration 13Q: 3 clusters Score -3703846 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3704320.500000 Penalty: 5123.969238
	Iteration 14Q: 3 clusters Score -3704320 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3704585.000000 Penalty: 5123.969238
	Iteration 15Q: 3 clusters Score -3704585 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3704742.000000 Penalty: 5123.969238
	Iteration 16Q: 3 clusters Score -3704742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3704845.500000 Penalty: 5123.969238
	Iteration 17Q: 3 clusters Score -3704846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3704926.750000 Penalty: 5123.969238
	Iteration 18Q: 3 clusters Score -3704927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3704967.750000 Penalty: 5123.969238
	Iteration 19Q: 3 clusters Score -3704968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3705001.250000 Penalty: 5123.969238
	Iteration 20F: 3 clusters Score -3705001 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3705023.750000 Penalty: 5123.969238
	Iteration 21Q: 3 clusters Score -3705024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3705035.250000 Penalty: 5123.969238
	Iteration 22Q: 3 clusters Score -3705035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3705061.250000 Penalty: 5123.969238
	Iteration 23Q: 3 clusters Score -3705061 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3705073.500000 Penalty: 5123.969238
	Iteration 24Q: 3 clusters Score -3705074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3705088.000000 Penalty: 5123.969238
	Iteration 25Q: 3 clusters Score -3705088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3705099.250000 Penalty: 5123.969238
	Iteration 26Q: 3 clusters Score -3705099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3705111.500000 Penalty: 5123.969238
	Iteration 27Q: 3 clusters Score -3705112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3705114.250000 Penalty: 5123.969238
	Iteration 28Q: 3 clusters Score -3705114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3705127.500000 Penalty: 5123.969238
	Iteration 29Q: 3 clusters Score -3705128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3705133.250000 Penalty: 5123.969238
	Iteration 30Q: 3 clusters Score -3705133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3705136.500000 Penalty: 5123.969238
	Iteration 31Q: 3 clusters Score -3705136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3705138.500000 Penalty: 5123.969238
	Iteration 32Q: 3 clusters Score -3705138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3705143.500000 Penalty: 5123.969238
	Iteration 33Q: 3 clusters Score -3705144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3705144.750000 Penalty: 5123.969238
	Iteration 34Q: 3 clusters Score -3705145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3705147.000000 Penalty: 5123.969238
	Iteration 35Q: 3 clusters Score -3705147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3705147.000000 Penalty: 5123.969238
	Iteration 36Q: 3 clusters Score -3705147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3705150.250000 Penalty: 5123.969238
	Iteration 37Q: 3 clusters Score -3705150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3705147.750000 Penalty: 5123.969238
	Iteration 38Q: 3 clusters Score -3705148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3705148.750000 Penalty: 5123.969238
	Iteration 39Q: 3 clusters Score -3705149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3705150.500000 Penalty: 5123.969238
	Iteration 40F: 3 clusters Score -3705150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3705152.000000 Penalty: 5123.969238
	Iteration 41Q: 3 clusters Score -3705152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3705151.500000 Penalty: 5123.969238
	Iteration 42Q: 3 clusters Score -3705152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3705158.500000 Penalty: 5123.969238
	Iteration 43Q: 3 clusters Score -3705158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3705158.500000 Penalty: 5123.969238
	Iteration 44F: 3 clusters Score -3705158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Entering Unmasked Estep 
Score: -4440355.000000 Penalty: 2611.463379
	Iteration 0F: 2 clusters Score -4440355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4414821.000000 Penalty: 5222.926758
	Iteration 0F: 3 clusters Score -4414821 nChanged 17166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4424346.500000 Penalty: 5222.926758
	Iteration 1F: 3 clusters Score -4424346 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4424985.000000 Penalty: 5222.926758
	Iteration 2Q: 3 clusters Score -4424985 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4425607.000000 Penalty: 5222.926758
	Iteration 3Q: 3 clusters Score -4425607 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4426432.500000 Penalty: 5222.926758
	Iteration 4Q: 3 clusters Score -4426432 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4427407.000000 Penalty: 5222.926758
	Iteration 5Q: 3 clusters Score -4427407 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4428611.000000 Penalty: 5222.926758
	Iteration 6F: 3 clusters Score -4428611 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4429888.500000 Penalty: 5222.926758
	Iteration 7F: 3 clusters Score -4429888 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4431193.000000 Penalty: 5222.926758
	Iteration 8F: 3 clusters Score -4431193 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4432244.000000 Penalty: 5222.926758
	Iteration 9Q: 3 clusters Score -4432244 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -4433076.000000 Penalty: 5222.926758
	Iteration 10Q: 3 clusters Score -4433076 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4433729.500000 Penalty: 5222.926758
	Iteration 11Q: 3 clusters Score -4433730 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4434174.500000 Penalty: 5222.926758
	Iteration 12Q: 3 clusters Score -4434174 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4434458.500000 Penalty: 5222.926758
	Iteration 13Q: 3 clusters Score -4434458 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4434698.500000 Penalty: 5222.926758
	Iteration 14Q: 3 clusters Score -4434698 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4434954.000000 Penalty: 5222.926758
	Iteration 15Q: 3 clusters Score -4434954 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4435185.000000 Penalty: 5222.926758
	Iteration 16Q: 3 clusters Score -4435185 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4435446.500000 Penalty: 5222.926758
	Iteration 17Q: 3 clusters Score -4435446 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4435760.000000 Penalty: 5222.926758
	Iteration 18Q: 3 clusters Score -4435760 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -4436096.000000 Penalty: 5222.926758
	Iteration 19Q: 3 clusters Score -4436096 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -4436474.000000 Penalty: 5222.926758
	Iteration 20F: 3 clusters Score -4436474 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4436881.000000 Penalty: 5222.926758
	Iteration 21Q: 3 clusters Score -4436881 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4437239.000000 Penalty: 5222.926758
	Iteration 22Q: 3 clusters Score -4437239 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4437526.500000 Penalty: 5222.926758
	Iteration 23Q: 3 clusters Score -4437526 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4437692.500000 Penalty: 5222.926758
	Iteration 24Q: 3 clusters Score -4437692 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4437827.000000 Penalty: 5222.926758
	Iteration 25Q: 3 clusters Score -4437827 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -4437894.000000 Penalty: 5222.926758
	Iteration 26Q: 3 clusters Score -4437894 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4437945.500000 Penalty: 5222.926758
	Iteration 27Q: 3 clusters Score -4437946 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4438002.000000 Penalty: 5222.926758
	Iteration 28Q: 3 clusters Score -4438002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4438020.500000 Penalty: 5222.926758
	Iteration 29Q: 3 clusters Score -4438020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4438050.500000 Penalty: 5222.926758
	Iteration 30Q: 3 clusters Score -4438050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4438067.000000 Penalty: 5222.926758
	Iteration 31Q: 3 clusters Score -4438067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4438090.500000 Penalty: 5222.926758
	Iteration 32Q: 3 clusters Score -4438090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -4438108.000000 Penalty: 5222.926758
	Iteration 33Q: 3 clusters Score -4438108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4438110.000000 Penalty: 5222.926758
	Iteration 34Q: 3 clusters Score -4438110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4438127.000000 Penalty: 5222.926758
	Iteration 35Q: 3 clusters Score -4438127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4438143.500000 Penalty: 5222.926758
	Iteration 36Q: 3 clusters Score -4438144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4438147.500000 Penalty: 5222.926758
	Iteration 37Q: 3 clusters Score -4438148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4438177.500000 Penalty: 5222.926758
	Iteration 38Q: 3 clusters Score -4438178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4438184.500000 Penalty: 5222.926758
	Iteration 39Q: 3 clusters Score -4438184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4438202.500000 Penalty: 5222.926758
	Iteration 40F: 3 clusters Score -4438202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4438220.500000 Penalty: 5222.926758
	Iteration 41Q: 3 clusters Score -4438220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4438229.500000 Penalty: 5222.926758
	Iteration 42Q: 3 clusters Score -4438230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4438228.000000 Penalty: 5222.926758
	Iteration 43Q: 3 clusters Score -4438228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4438230.500000 Penalty: 5222.926758
	Iteration 44Q: 3 clusters Score -4438230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4438218.500000 Penalty: 5222.926758
	Iteration 45Q: 3 clusters Score -4438218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4438225.000000 Penalty: 5222.926758
	Iteration 46Q: 3 clusters Score -4438225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4438229.500000 Penalty: 5222.926758
	Iteration 47Q: 3 clusters Score -4438230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4438228.000000 Penalty: 5222.926758
	Iteration 48Q: 3 clusters Score -4438228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4438237.000000 Penalty: 5222.926758
	Iteration 49Q: 3 clusters Score -4438237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4438245.500000 Penalty: 5222.926758
	Iteration 50Q: 3 clusters Score -4438246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4438250.000000 Penalty: 5222.926758
	Iteration 51Q: 3 clusters Score -4438250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4438257.500000 Penalty: 5222.926758
	Iteration 52Q: 3 clusters Score -4438258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4438263.500000 Penalty: 5222.926758
	Iteration 53Q: 3 clusters Score -4438264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4438263.500000 Penalty: 5222.926758
	Iteration 54Q: 3 clusters Score -4438264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4438271.500000 Penalty: 5222.926758
	Iteration 55Q: 3 clusters Score -4438272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4438267.000000 Penalty: 5222.926758
	Iteration 56Q: 3 clusters Score -4438267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4438267.500000 Penalty: 5222.926758
	Iteration 57Q: 3 clusters Score -4438268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4438269.000000 Penalty: 5222.926758
	Iteration 58Q: 3 clusters Score -4438269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4438268.500000 Penalty: 5222.926758
	Iteration 59Q: 3 clusters Score -4438268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4438267.500000 Penalty: 5222.926758
	Iteration 60F: 3 clusters Score -4438268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4438272.000000 Penalty: 5222.926758
	Iteration 61Q: 3 clusters Score -4438272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4438273.000000 Penalty: 5222.926758
	Iteration 62Q: 3 clusters Score -4438273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4438275.500000 Penalty: 5222.926758
	Iteration 63Q: 3 clusters Score -4438276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4438277.500000 Penalty: 5222.926758
	Iteration 64Q: 3 clusters Score -4438278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4438285.000000 Penalty: 5222.926758
	Iteration 65Q: 3 clusters Score -4438285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4438277.500000 Penalty: 5222.926758
	Iteration 66Q: 3 clusters Score -4438278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4438282.000000 Penalty: 5222.926758
	Iteration 67Q: 3 clusters Score -4438282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4438287.000000 Penalty: 5222.926758
	Iteration 68Q: 3 clusters Score -4438287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4438284.000000 Penalty: 5222.926758
	Iteration 69Q: 3 clusters Score -4438284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4438282.000000 Penalty: 5222.926758
	Iteration 70Q: 3 clusters Score -4438282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4438280.500000 Penalty: 5222.926758
	Iteration 71Q: 3 clusters Score -4438280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4438279.000000 Penalty: 5222.926758
	Iteration 72Q: 3 clusters Score -4438279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4438279.500000 Penalty: 5222.926758
	Iteration 73Q: 3 clusters Score -4438280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4438277.000000 Penalty: 5222.926758
	Iteration 74Q: 3 clusters Score -4438277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4438283.500000 Penalty: 5222.926758
	Iteration 75Q: 3 clusters Score -4438284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4438283.500000 Penalty: 5222.926758
	Iteration 76F: 3 clusters Score -4438284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Entering Unmasked Estep 
Score: -1546378.375000 Penalty: 2364.687256
	Iteration 0F: 2 clusters Score -1546378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1536206.250000 Penalty: 4729.374512
	Iteration 0F: 3 clusters Score -1536206 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1539677.250000 Penalty: 4729.374512
	Iteration 1F: 3 clusters Score -1539677 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1540295.875000 Penalty: 4729.374512
	Iteration 2F: 3 clusters Score -1540296 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1540944.750000 Penalty: 4729.374512
	Iteration 3F: 3 clusters Score -1540945 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1541592.125000 Penalty: 4729.374512
	Iteration 4F: 3 clusters Score -1541592 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1542150.875000 Penalty: 4729.374512
	Iteration 5F: 3 clusters Score -1542151 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1542648.375000 Penalty: 4729.374512
	Iteration 6F: 3 clusters Score -1542648 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1543002.875000 Penalty: 4729.374512
	Iteration 7Q: 3 clusters Score -1543003 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1543252.375000 Penalty: 4729.374512
	Iteration 8Q: 3 clusters Score -1543252 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1543438.625000 Penalty: 4729.374512
	Iteration 9Q: 3 clusters Score -1543439 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1543596.000000 Penalty: 4729.374512
	Iteration 10Q: 3 clusters Score -1543596 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1543719.750000 Penalty: 4729.374512
	Iteration 11Q: 3 clusters Score -1543720 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1543807.250000 Penalty: 4729.374512
	Iteration 12Q: 3 clusters Score -1543807 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1543868.000000 Penalty: 4729.374512
	Iteration 13Q: 3 clusters Score -1543868 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1543914.625000 Penalty: 4729.374512
	Iteration 14Q: 3 clusters Score -1543915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1543940.375000 Penalty: 4729.374512
	Iteration 15Q: 3 clusters Score -1543940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1543960.250000 Penalty: 4729.374512
	Iteration 16Q: 3 clusters Score -1543960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1543973.250000 Penalty: 4729.374512
	Iteration 17Q: 3 clusters Score -1543973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1543989.375000 Penalty: 4729.374512
	Iteration 18Q: 3 clusters Score -1543989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1543998.875000 Penalty: 4729.374512
	Iteration 19Q: 3 clusters Score -1543999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1544013.875000 Penalty: 4729.374512
	Iteration 20F: 3 clusters Score -1544014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1544024.250000 Penalty: 4729.374512
	Iteration 21Q: 3 clusters Score -1544024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1544037.750000 Penalty: 4729.374512
	Iteration 22Q: 3 clusters Score -1544038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1544048.000000 Penalty: 4729.374512
	Iteration 23Q: 3 clusters Score -1544048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1544057.500000 Penalty: 4729.374512
	Iteration 24Q: 3 clusters Score -1544058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1544065.500000 Penalty: 4729.374512
	Iteration 25Q: 3 clusters Score -1544066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1544070.375000 Penalty: 4729.374512
	Iteration 26Q: 3 clusters Score -1544070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1544070.625000 Penalty: 4729.374512
	Iteration 27Q: 3 clusters Score -1544071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1544081.875000 Penalty: 4729.374512
	Iteration 28Q: 3 clusters Score -1544082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1544087.500000 Penalty: 4729.374512
	Iteration 29Q: 3 clusters Score -1544088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1544095.250000 Penalty: 4729.374512
	Iteration 30Q: 3 clusters Score -1544095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1544095.375000 Penalty: 4729.374512
	Iteration 31Q: 3 clusters Score -1544095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1544093.250000 Penalty: 4729.374512
	Iteration 32Q: 3 clusters Score -1544093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1544091.250000 Penalty: 4729.374512
	Iteration 33Q: 3 clusters Score -1544091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1544093.875000 Penalty: 4729.374512
	Iteration 34Q: 3 clusters Score -1544094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1544104.750000 Penalty: 4729.374512
	Iteration 35Q: 3 clusters Score -1544105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1544106.875000 Penalty: 4729.374512
	Iteration 36Q: 3 clusters Score -1544107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1544107.500000 Penalty: 4729.374512
	Iteration 37Q: 3 clusters Score -1544108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1544113.500000 Penalty: 4729.374512
	Iteration 38Q: 3 clusters Score -1544114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1544122.625000 Penalty: 4729.374512
	Iteration 39Q: 3 clusters Score -1544123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1544129.250000 Penalty: 4729.374512
	Iteration 40F: 3 clusters Score -1544129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1544132.000000 Penalty: 4729.374512
	Iteration 41Q: 3 clusters Score -1544132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1544132.750000 Penalty: 4729.374512
	Iteration 42Q: 3 clusters Score -1544133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1544152.250000 Penalty: 4729.374512
	Iteration 43Q: 3 clusters Score -1544152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1544169.125000 Penalty: 4729.374512
	Iteration 44Q: 3 clusters Score -1544169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1544176.625000 Penalty: 4729.374512
	Iteration 45Q: 3 clusters Score -1544177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1544185.625000 Penalty: 4729.374512
	Iteration 46Q: 3 clusters Score -1544186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1544204.000000 Penalty: 4729.374512
	Iteration 47Q: 3 clusters Score -1544204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1544211.375000 Penalty: 4729.374512
	Iteration 48Q: 3 clusters Score -1544211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1544227.375000 Penalty: 4729.374512
	Iteration 49Q: 3 clusters Score -1544227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1544242.500000 Penalty: 4729.374512
	Iteration 50Q: 3 clusters Score -1544242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1544260.250000 Penalty: 4729.374512
	Iteration 51Q: 3 clusters Score -1544260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1544277.500000 Penalty: 4729.374512
	Iteration 52Q: 3 clusters Score -1544278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1544291.000000 Penalty: 4729.374512
	Iteration 53Q: 3 clusters Score -1544291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1544307.250000 Penalty: 4729.374512
	Iteration 54Q: 3 clusters Score -1544307 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1544327.875000 Penalty: 4729.374512
	Iteration 55Q: 3 clusters Score -1544328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1544342.250000 Penalty: 4729.374512
	Iteration 56Q: 3 clusters Score -1544342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1544366.000000 Penalty: 4729.374512
	Iteration 57Q: 3 clusters Score -1544366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1544385.875000 Penalty: 4729.374512
	Iteration 58Q: 3 clusters Score -1544386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1544401.250000 Penalty: 4729.374512
	Iteration 59Q: 3 clusters Score -1544401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1544414.625000 Penalty: 4729.374512
	Iteration 60F: 3 clusters Score -1544415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1544427.500000 Penalty: 4729.374512
	Iteration 61Q: 3 clusters Score -1544428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1544447.750000 Penalty: 4729.374512
	Iteration 62Q: 3 clusters Score -1544448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1544468.250000 Penalty: 4729.374512
	Iteration 63Q: 3 clusters Score -1544468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1544482.500000 Penalty: 4729.374512
	Iteration 64Q: 3 clusters Score -1544482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1544502.875000 Penalty: 4729.374512
	Iteration 65Q: 3 clusters Score -1544503 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1544531.875000 Penalty: 4729.374512
	Iteration 66Q: 3 clusters Score -1544532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1544563.500000 Penalty: 4729.374512
	Iteration 67Q: 3 clusters Score -1544564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1544598.875000 Penalty: 4729.374512
	Iteration 68Q: 3 clusters Score -1544599 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1544642.375000 Penalty: 4729.374512
	Iteration 69Q: 3 clusters Score -1544642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1544682.625000 Penalty: 4729.374512
	Iteration 70Q: 3 clusters Score -1544683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1544722.750000 Penalty: 4729.374512
	Iteration 71Q: 3 clusters Score -1544723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1544757.500000 Penalty: 4729.374512
	Iteration 72Q: 3 clusters Score -1544758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1544800.375000 Penalty: 4729.374512
	Iteration 73Q: 3 clusters Score -1544800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1544840.625000 Penalty: 4729.374512
	Iteration 74Q: 3 clusters Score -1544841 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1544877.750000 Penalty: 4729.374512
	Iteration 75Q: 3 clusters Score -1544878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1544915.375000 Penalty: 4729.374512
	Iteration 76Q: 3 clusters Score -1544915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1544952.750000 Penalty: 4729.374512
	Iteration 77Q: 3 clusters Score -1544953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1544976.375000 Penalty: 4729.374512
	Iteration 78Q: 3 clusters Score -1544976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1544997.125000 Penalty: 4729.374512
	Iteration 79Q: 3 clusters Score -1544997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1545009.625000 Penalty: 4729.374512
	Iteration 80F: 3 clusters Score -1545010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1545025.250000 Penalty: 4729.374512
	Iteration 81Q: 3 clusters Score -1545025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1545034.125000 Penalty: 4729.374512
	Iteration 82Q: 3 clusters Score -1545034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1545039.500000 Penalty: 4729.374512
	Iteration 83Q: 3 clusters Score -1545040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1545045.375000 Penalty: 4729.374512
	Iteration 84Q: 3 clusters Score -1545045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1545051.125000 Penalty: 4729.374512
	Iteration 85Q: 3 clusters Score -1545051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1545053.625000 Penalty: 4729.374512
	Iteration 86Q: 3 clusters Score -1545054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1545055.750000 Penalty: 4729.374512
	Iteration 87Q: 3 clusters Score -1545056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1545059.875000 Penalty: 4729.374512
	Iteration 88Q: 3 clusters Score -1545060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1545062.250000 Penalty: 4729.374512
	Iteration 89Q: 3 clusters Score -1545062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1545068.750000 Penalty: 4729.374512
	Iteration 90Q: 3 clusters Score -1545069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1545071.125000 Penalty: 4729.374512
	Iteration 91Q: 3 clusters Score -1545071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1545074.500000 Penalty: 4729.374512
	Iteration 92Q: 3 clusters Score -1545074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1545073.875000 Penalty: 4729.374512
	Iteration 93Q: 3 clusters Score -1545074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1545073.625000 Penalty: 4729.374512
	Iteration 94Q: 3 clusters Score -1545074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1545073.000000 Penalty: 4729.374512
	Iteration 95Q: 3 clusters Score -1545073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1545074.750000 Penalty: 4729.374512
	Iteration 96Q: 3 clusters Score -1545075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1545077.125000 Penalty: 4729.374512
	Iteration 97Q: 3 clusters Score -1545077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1545077.875000 Penalty: 4729.374512
	Iteration 98Q: 3 clusters Score -1545078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1545077.750000 Penalty: 4729.374512
	Iteration 99Q: 3 clusters Score -1545078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1545078.875000 Penalty: 4729.374512
	Iteration 100F: 3 clusters Score -1545079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1545081.000000 Penalty: 4729.374512
	Iteration 101Q: 3 clusters Score -1545081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1545081.500000 Penalty: 4729.374512
	Iteration 102Q: 3 clusters Score -1545082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1545085.625000 Penalty: 4729.374512
	Iteration 103Q: 3 clusters Score -1545086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1545087.625000 Penalty: 4729.374512
	Iteration 104Q: 3 clusters Score -1545088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1545091.500000 Penalty: 4729.374512
	Iteration 105Q: 3 clusters Score -1545092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1545090.750000 Penalty: 4729.374512
	Iteration 106Q: 3 clusters Score -1545091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1545091.000000 Penalty: 4729.374512
	Iteration 107Q: 3 clusters Score -1545091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1545089.750000 Penalty: 4729.374512
	Iteration 108Q: 3 clusters Score -1545090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1545088.625000 Penalty: 4729.374512
	Iteration 109Q: 3 clusters Score -1545089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1545088.125000 Penalty: 4729.374512
	Iteration 110Q: 3 clusters Score -1545088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1545088.125000 Penalty: 4729.374512
	Iteration 111F: 3 clusters Score -1545088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Entering Unmasked Estep 
Score: -4302700.500000 Penalty: 2620.264404
	Iteration 0F: 2 clusters Score -4302700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4276526.500000 Penalty: 5240.528809
	Iteration 0F: 3 clusters Score -4276526 nChanged 17592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4286644.500000 Penalty: 5240.528809
	Iteration 1F: 3 clusters Score -4286644 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4287828.000000 Penalty: 5240.528809
	Iteration 2F: 3 clusters Score -4287828 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4289234.500000 Penalty: 5240.528809
	Iteration 3F: 3 clusters Score -4289234 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -4290986.500000 Penalty: 5240.528809
	Iteration 4F: 3 clusters Score -4290986 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -4292863.500000 Penalty: 5240.528809
	Iteration 5F: 3 clusters Score -4292864 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4294658.500000 Penalty: 5240.528809
	Iteration 6F: 3 clusters Score -4294658 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4296255.000000 Penalty: 5240.528809
	Iteration 7F: 3 clusters Score -4296255 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -4297599.000000 Penalty: 5240.528809
	Iteration 8F: 3 clusters Score -4297599 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4298574.500000 Penalty: 5240.528809
	Iteration 9Q: 3 clusters Score -4298574 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4299257.500000 Penalty: 5240.528809
	Iteration 10Q: 3 clusters Score -4299258 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4299721.000000 Penalty: 5240.528809
	Iteration 11Q: 3 clusters Score -4299721 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4300212.000000 Penalty: 5240.528809
	Iteration 12Q: 3 clusters Score -4300212 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -4300668.500000 Penalty: 5240.528809
	Iteration 13Q: 3 clusters Score -4300668 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4300964.000000 Penalty: 5240.528809
	Iteration 14Q: 3 clusters Score -4300964 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4301164.500000 Penalty: 5240.528809
	Iteration 15Q: 3 clusters Score -4301164 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4301312.500000 Penalty: 5240.528809
	Iteration 16Q: 3 clusters Score -4301312 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4301398.500000 Penalty: 5240.528809
	Iteration 17Q: 3 clusters Score -4301398 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -4301475.500000 Penalty: 5240.528809
	Iteration 18Q: 3 clusters Score -4301476 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4301527.000000 Penalty: 5240.528809
	Iteration 19Q: 3 clusters Score -4301527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -4301579.500000 Penalty: 5240.528809
	Iteration 20F: 3 clusters Score -4301580 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4301597.000000 Penalty: 5240.528809
	Iteration 21Q: 3 clusters Score -4301597 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4301619.000000 Penalty: 5240.528809
	Iteration 22Q: 3 clusters Score -4301619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4301647.000000 Penalty: 5240.528809
	Iteration 23Q: 3 clusters Score -4301647 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4301672.000000 Penalty: 5240.528809
	Iteration 24Q: 3 clusters Score -4301672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4301687.000000 Penalty: 5240.528809
	Iteration 25Q: 3 clusters Score -4301687 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -4301729.500000 Penalty: 5240.528809
	Iteration 26Q: 3 clusters Score -4301730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4301738.000000 Penalty: 5240.528809
	Iteration 27Q: 3 clusters Score -4301738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -4301752.000000 Penalty: 5240.528809
	Iteration 28Q: 3 clusters Score -4301752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4301756.000000 Penalty: 5240.528809
	Iteration 29Q: 3 clusters Score -4301756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4301774.000000 Penalty: 5240.528809
	Iteration 30Q: 3 clusters Score -4301774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -4301775.000000 Penalty: 5240.528809
	Iteration 31Q: 3 clusters Score -4301775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4301786.500000 Penalty: 5240.528809
	Iteration 32Q: 3 clusters Score -4301786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4301796.000000 Penalty: 5240.528809
	Iteration 33Q: 3 clusters Score -4301796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -4301813.500000 Penalty: 5240.528809
	Iteration 34Q: 3 clusters Score -4301814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4301826.500000 Penalty: 5240.528809
	Iteration 35Q: 3 clusters Score -4301826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -4301826.500000 Penalty: 5240.528809
	Iteration 36Q: 3 clusters Score -4301826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -4301839.500000 Penalty: 5240.528809
	Iteration 37Q: 3 clusters Score -4301840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4301851.000000 Penalty: 5240.528809
	Iteration 38Q: 3 clusters Score -4301851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4301865.500000 Penalty: 5240.528809
	Iteration 39Q: 3 clusters Score -4301866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4301875.500000 Penalty: 5240.528809
	Iteration 40F: 3 clusters Score -4301876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4301879.500000 Penalty: 5240.528809
	Iteration 41Q: 3 clusters Score -4301880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -4301887.500000 Penalty: 5240.528809
	Iteration 42Q: 3 clusters Score -4301888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4301898.000000 Penalty: 5240.528809
	Iteration 43Q: 3 clusters Score -4301898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4301904.000000 Penalty: 5240.528809
	Iteration 44Q: 3 clusters Score -4301904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4301913.500000 Penalty: 5240.528809
	Iteration 45Q: 3 clusters Score -4301914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4301911.000000 Penalty: 5240.528809
	Iteration 46Q: 3 clusters Score -4301911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4301907.000000 Penalty: 5240.528809
	Iteration 47Q: 3 clusters Score -4301907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4301912.500000 Penalty: 5240.528809
	Iteration 48Q: 3 clusters Score -4301912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4301903.000000 Penalty: 5240.528809
	Iteration 49Q: 3 clusters Score -4301903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4301921.000000 Penalty: 5240.528809
	Iteration 50Q: 3 clusters Score -4301921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4301919.500000 Penalty: 5240.528809
	Iteration 51Q: 3 clusters Score -4301920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4301926.000000 Penalty: 5240.528809
	Iteration 52Q: 3 clusters Score -4301926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -4301928.000000 Penalty: 5240.528809
	Iteration 53Q: 3 clusters Score -4301928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4301936.000000 Penalty: 5240.528809
	Iteration 54Q: 3 clusters Score -4301936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4301939.000000 Penalty: 5240.528809
	Iteration 55Q: 3 clusters Score -4301939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4301944.000000 Penalty: 5240.528809
	Iteration 56Q: 3 clusters Score -4301944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4301948.500000 Penalty: 5240.528809
	Iteration 57Q: 3 clusters Score -4301948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -4301953.500000 Penalty: 5240.528809
	Iteration 58Q: 3 clusters Score -4301954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -4301954.000000 Penalty: 5240.528809
	Iteration 59Q: 3 clusters Score -4301954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4301949.000000 Penalty: 5240.528809
	Iteration 60F: 3 clusters Score -4301949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4301957.500000 Penalty: 5240.528809
	Iteration 61Q: 3 clusters Score -4301958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -4301958.000000 Penalty: 5240.528809
	Iteration 62Q: 3 clusters Score -4301958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4301967.500000 Penalty: 5240.528809
	Iteration 63Q: 3 clusters Score -4301968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -4301972.000000 Penalty: 5240.528809
	Iteration 64Q: 3 clusters Score -4301972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4301969.500000 Penalty: 5240.528809
	Iteration 65Q: 3 clusters Score -4301970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4301970.500000 Penalty: 5240.528809
	Iteration 66Q: 3 clusters Score -4301970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4301968.500000 Penalty: 5240.528809
	Iteration 67Q: 3 clusters Score -4301968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -4301975.000000 Penalty: 5240.528809
	Iteration 68Q: 3 clusters Score -4301975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4301972.500000 Penalty: 5240.528809
	Iteration 69Q: 3 clusters Score -4301972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4301984.500000 Penalty: 5240.528809
	Iteration 70Q: 3 clusters Score -4301984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4301987.500000 Penalty: 5240.528809
	Iteration 71Q: 3 clusters Score -4301988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4301989.000000 Penalty: 5240.528809
	Iteration 72Q: 3 clusters Score -4301989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4301995.000000 Penalty: 5240.528809
	Iteration 73Q: 3 clusters Score -4301995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4302002.000000 Penalty: 5240.528809
	Iteration 74Q: 3 clusters Score -4302002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4301995.000000 Penalty: 5240.528809
	Iteration 75Q: 3 clusters Score -4301995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4302000.500000 Penalty: 5240.528809
	Iteration 76Q: 3 clusters Score -4302000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4301996.000000 Penalty: 5240.528809
	Iteration 77Q: 3 clusters Score -4301996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4301997.500000 Penalty: 5240.528809
	Iteration 78Q: 3 clusters Score -4301998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4301998.500000 Penalty: 5240.528809
	Iteration 79Q: 3 clusters Score -4301998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4302005.500000 Penalty: 5240.528809
	Iteration 80F: 3 clusters Score -4302006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4302011.000000 Penalty: 5240.528809
	Iteration 81Q: 3 clusters Score -4302011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4302013.500000 Penalty: 5240.528809
	Iteration 82Q: 3 clusters Score -4302014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -4302020.000000 Penalty: 5240.528809
	Iteration 83Q: 3 clusters Score -4302020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4302018.000000 Penalty: 5240.528809
	Iteration 84Q: 3 clusters Score -4302018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4302016.500000 Penalty: 5240.528809
	Iteration 85Q: 3 clusters Score -4302016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4302023.500000 Penalty: 5240.528809
	Iteration 86Q: 3 clusters Score -4302024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4302020.500000 Penalty: 5240.528809
	Iteration 87Q: 3 clusters Score -4302020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4302023.000000 Penalty: 5240.528809
	Iteration 88Q: 3 clusters Score -4302023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4302027.000000 Penalty: 5240.528809
	Iteration 89Q: 3 clusters Score -4302027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4302020.000000 Penalty: 5240.528809
	Iteration 90Q: 3 clusters Score -4302020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4302023.000000 Penalty: 5240.528809
	Iteration 91Q: 3 clusters Score -4302023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4302023.500000 Penalty: 5240.528809
	Iteration 92Q: 3 clusters Score -4302024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4302022.000000 Penalty: 5240.528809
	Iteration 93Q: 3 clusters Score -4302022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4302021.000000 Penalty: 5240.528809
	Iteration 94Q: 3 clusters Score -4302021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4302022.500000 Penalty: 5240.528809
	Iteration 95Q: 3 clusters Score -4302022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4302022.000000 Penalty: 5240.528809
	Iteration 96Q: 3 clusters Score -4302022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4302022.500000 Penalty: 5240.528809
	Iteration 97Q: 3 clusters Score -4302022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4302022.500000 Penalty: 5240.528809
	Iteration 98Q: 3 clusters Score -4302022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4302023.500000 Penalty: 5240.528809
	Iteration 99Q: 3 clusters Score -4302024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4302027.500000 Penalty: 5240.528809
	Iteration 100F: 3 clusters Score -4302028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -4302031.000000 Penalty: 5240.528809
	Iteration 101Q: 3 clusters Score -4302031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4302039.500000 Penalty: 5240.528809
	Iteration 102Q: 3 clusters Score -4302040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4302037.000000 Penalty: 5240.528809
	Iteration 103Q: 3 clusters Score -4302037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -4302025.500000 Penalty: 5240.528809
	Iteration 104Q: 3 clusters Score -4302026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -4302025.500000 Penalty: 5240.528809
	Iteration 105Q: 3 clusters Score -4302026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4302030.000000 Penalty: 5240.528809
	Iteration 106Q: 3 clusters Score -4302030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4302030.000000 Penalty: 5240.528809
	Iteration 107Q: 3 clusters Score -4302030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4302030.000000 Penalty: 5240.528809
	Iteration 108Q: 3 clusters Score -4302030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4302030.000000 Penalty: 5240.528809
	Iteration 109Q: 3 clusters Score -4302030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4302026.500000 Penalty: 5240.528809
	Iteration 110Q: 3 clusters Score -4302026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4302024.500000 Penalty: 5240.528809
	Iteration 111Q: 3 clusters Score -4302024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4302024.500000 Penalty: 5240.528809
	Iteration 112Q: 3 clusters Score -4302024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4302025.000000 Penalty: 5240.528809
	Iteration 113Q: 3 clusters Score -4302025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4302031.000000 Penalty: 5240.528809
	Iteration 114Q: 3 clusters Score -4302031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4302033.000000 Penalty: 5240.528809
	Iteration 115Q: 3 clusters Score -4302033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4302033.500000 Penalty: 5240.528809
	Iteration 116Q: 3 clusters Score -4302034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4302033.500000 Penalty: 5240.528809
	Iteration 117Q: 3 clusters Score -4302034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -4302034.000000 Penalty: 5240.528809
	Iteration 118Q: 3 clusters Score -4302034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -4302034.000000 Penalty: 5240.528809
	Iteration 119F: 3 clusters Score -4302034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Entering Unmasked Estep 
Score: -1710965.500000 Penalty: 2384.107178
	Iteration 0F: 2 clusters Score -1710966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1700126.875000 Penalty: 4768.214355
	Iteration 0F: 3 clusters Score -1700127 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1703752.250000 Penalty: 4768.214355
	Iteration 1F: 3 clusters Score -1703752 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1704406.750000 Penalty: 4768.214355
	Iteration 2F: 3 clusters Score -1704407 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1705054.500000 Penalty: 4768.214355
	Iteration 3F: 3 clusters Score -1705054 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1705666.250000 Penalty: 4768.214355
	Iteration 4F: 3 clusters Score -1705666 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1706282.500000 Penalty: 4768.214355
	Iteration 5F: 3 clusters Score -1706282 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1706762.750000 Penalty: 4768.214355
	Iteration 6F: 3 clusters Score -1706763 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1707116.875000 Penalty: 4768.214355
	Iteration 7Q: 3 clusters Score -1707117 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1707397.250000 Penalty: 4768.214355
	Iteration 8Q: 3 clusters Score -1707397 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1707614.875000 Penalty: 4768.214355
	Iteration 9Q: 3 clusters Score -1707615 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1707775.500000 Penalty: 4768.214355
	Iteration 10Q: 3 clusters Score -1707776 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1707931.625000 Penalty: 4768.214355
	Iteration 11Q: 3 clusters Score -1707932 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1708062.125000 Penalty: 4768.214355
	Iteration 12Q: 3 clusters Score -1708062 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1708183.125000 Penalty: 4768.214355
	Iteration 13Q: 3 clusters Score -1708183 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1708291.000000 Penalty: 4768.214355
	Iteration 14Q: 3 clusters Score -1708291 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1708375.875000 Penalty: 4768.214355
	Iteration 15Q: 3 clusters Score -1708376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1708444.125000 Penalty: 4768.214355
	Iteration 16Q: 3 clusters Score -1708444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1708501.125000 Penalty: 4768.214355
	Iteration 17Q: 3 clusters Score -1708501 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1708550.500000 Penalty: 4768.214355
	Iteration 18Q: 3 clusters Score -1708550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1708575.625000 Penalty: 4768.214355
	Iteration 19Q: 3 clusters Score -1708576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1708596.875000 Penalty: 4768.214355
	Iteration 20F: 3 clusters Score -1708597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1708621.500000 Penalty: 4768.214355
	Iteration 21Q: 3 clusters Score -1708622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1708640.000000 Penalty: 4768.214355
	Iteration 22Q: 3 clusters Score -1708640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1708662.875000 Penalty: 4768.214355
	Iteration 23Q: 3 clusters Score -1708663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1708676.625000 Penalty: 4768.214355
	Iteration 24Q: 3 clusters Score -1708677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1708699.500000 Penalty: 4768.214355
	Iteration 25Q: 3 clusters Score -1708700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1708717.250000 Penalty: 4768.214355
	Iteration 26Q: 3 clusters Score -1708717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1708727.750000 Penalty: 4768.214355
	Iteration 27Q: 3 clusters Score -1708728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1708738.250000 Penalty: 4768.214355
	Iteration 28Q: 3 clusters Score -1708738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1708745.000000 Penalty: 4768.214355
	Iteration 29Q: 3 clusters Score -1708745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1708743.750000 Penalty: 4768.214355
	Iteration 30Q: 3 clusters Score -1708744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1708746.875000 Penalty: 4768.214355
	Iteration 31Q: 3 clusters Score -1708747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1708756.375000 Penalty: 4768.214355
	Iteration 32Q: 3 clusters Score -1708756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1708765.000000 Penalty: 4768.214355
	Iteration 33Q: 3 clusters Score -1708765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1708770.125000 Penalty: 4768.214355
	Iteration 34Q: 3 clusters Score -1708770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1708775.625000 Penalty: 4768.214355
	Iteration 35Q: 3 clusters Score -1708776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1708771.500000 Penalty: 4768.214355
	Iteration 36Q: 3 clusters Score -1708772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1708782.000000 Penalty: 4768.214355
	Iteration 37Q: 3 clusters Score -1708782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1708783.375000 Penalty: 4768.214355
	Iteration 38Q: 3 clusters Score -1708783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1708786.875000 Penalty: 4768.214355
	Iteration 39Q: 3 clusters Score -1708787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1708791.875000 Penalty: 4768.214355
	Iteration 40F: 3 clusters Score -1708792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1708793.625000 Penalty: 4768.214355
	Iteration 41Q: 3 clusters Score -1708794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1708802.625000 Penalty: 4768.214355
	Iteration 42Q: 3 clusters Score -1708803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1708806.375000 Penalty: 4768.214355
	Iteration 43Q: 3 clusters Score -1708806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1708806.250000 Penalty: 4768.214355
	Iteration 44Q: 3 clusters Score -1708806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1708813.000000 Penalty: 4768.214355
	Iteration 45Q: 3 clusters Score -1708813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1708818.000000 Penalty: 4768.214355
	Iteration 46Q: 3 clusters Score -1708818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1708817.750000 Penalty: 4768.214355
	Iteration 47Q: 3 clusters Score -1708818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1708825.375000 Penalty: 4768.214355
	Iteration 48Q: 3 clusters Score -1708825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1708826.000000 Penalty: 4768.214355
	Iteration 49Q: 3 clusters Score -1708826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1708829.750000 Penalty: 4768.214355
	Iteration 50Q: 3 clusters Score -1708830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1708835.250000 Penalty: 4768.214355
	Iteration 51Q: 3 clusters Score -1708835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1708837.250000 Penalty: 4768.214355
	Iteration 52Q: 3 clusters Score -1708837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1708838.750000 Penalty: 4768.214355
	Iteration 53Q: 3 clusters Score -1708839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1708844.875000 Penalty: 4768.214355
	Iteration 54Q: 3 clusters Score -1708845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1708851.250000 Penalty: 4768.214355
	Iteration 55Q: 3 clusters Score -1708851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1708860.750000 Penalty: 4768.214355
	Iteration 56Q: 3 clusters Score -1708861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1708866.000000 Penalty: 4768.214355
	Iteration 57Q: 3 clusters Score -1708866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1708871.125000 Penalty: 4768.214355
	Iteration 58Q: 3 clusters Score -1708871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1708878.500000 Penalty: 4768.214355
	Iteration 59Q: 3 clusters Score -1708878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1708883.125000 Penalty: 4768.214355
	Iteration 60F: 3 clusters Score -1708883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1708895.875000 Penalty: 4768.214355
	Iteration 61Q: 3 clusters Score -1708896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1708896.375000 Penalty: 4768.214355
	Iteration 62Q: 3 clusters Score -1708896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1708900.125000 Penalty: 4768.214355
	Iteration 63Q: 3 clusters Score -1708900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1708905.750000 Penalty: 4768.214355
	Iteration 64Q: 3 clusters Score -1708906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1708906.875000 Penalty: 4768.214355
	Iteration 65Q: 3 clusters Score -1708907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1708902.875000 Penalty: 4768.214355
	Iteration 66Q: 3 clusters Score -1708903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1708907.000000 Penalty: 4768.214355
	Iteration 67Q: 3 clusters Score -1708907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1708910.750000 Penalty: 4768.214355
	Iteration 68Q: 3 clusters Score -1708911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1708911.125000 Penalty: 4768.214355
	Iteration 69Q: 3 clusters Score -1708911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1708912.875000 Penalty: 4768.214355
	Iteration 70Q: 3 clusters Score -1708913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1708919.875000 Penalty: 4768.214355
	Iteration 71Q: 3 clusters Score -1708920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1708921.125000 Penalty: 4768.214355
	Iteration 72Q: 3 clusters Score -1708921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1708920.250000 Penalty: 4768.214355
	Iteration 73Q: 3 clusters Score -1708920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1708923.375000 Penalty: 4768.214355
	Iteration 74Q: 3 clusters Score -1708923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1708921.500000 Penalty: 4768.214355
	Iteration 75Q: 3 clusters Score -1708922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1708925.125000 Penalty: 4768.214355
	Iteration 76Q: 3 clusters Score -1708925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1708927.625000 Penalty: 4768.214355
	Iteration 77Q: 3 clusters Score -1708928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1708930.875000 Penalty: 4768.214355
	Iteration 78Q: 3 clusters Score -1708931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1708930.750000 Penalty: 4768.214355
	Iteration 79Q: 3 clusters Score -1708931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1708930.375000 Penalty: 4768.214355
	Iteration 80F: 3 clusters Score -1708930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1708938.125000 Penalty: 4768.214355
	Iteration 81Q: 3 clusters Score -1708938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1708942.875000 Penalty: 4768.214355
	Iteration 82Q: 3 clusters Score -1708943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1708942.625000 Penalty: 4768.214355
	Iteration 83Q: 3 clusters Score -1708943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1708943.250000 Penalty: 4768.214355
	Iteration 84Q: 3 clusters Score -1708943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1708942.750000 Penalty: 4768.214355
	Iteration 85Q: 3 clusters Score -1708943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1708948.625000 Penalty: 4768.214355
	Iteration 86Q: 3 clusters Score -1708949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1708947.500000 Penalty: 4768.214355
	Iteration 87Q: 3 clusters Score -1708948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1708954.750000 Penalty: 4768.214355
	Iteration 88Q: 3 clusters Score -1708955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1708958.125000 Penalty: 4768.214355
	Iteration 89Q: 3 clusters Score -1708958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1708961.000000 Penalty: 4768.214355
	Iteration 90Q: 3 clusters Score -1708961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1708962.000000 Penalty: 4768.214355
	Iteration 91Q: 3 clusters Score -1708962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1708968.375000 Penalty: 4768.214355
	Iteration 92Q: 3 clusters Score -1708968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1708969.125000 Penalty: 4768.214355
	Iteration 93Q: 3 clusters Score -1708969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1708972.500000 Penalty: 4768.214355
	Iteration 94Q: 3 clusters Score -1708972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1708977.750000 Penalty: 4768.214355
	Iteration 95Q: 3 clusters Score -1708978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1708981.250000 Penalty: 4768.214355
	Iteration 96Q: 3 clusters Score -1708981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1708986.375000 Penalty: 4768.214355
	Iteration 97Q: 3 clusters Score -1708986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1708989.000000 Penalty: 4768.214355
	Iteration 98Q: 3 clusters Score -1708989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1708990.500000 Penalty: 4768.214355
	Iteration 99Q: 3 clusters Score -1708990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1709001.250000 Penalty: 4768.214355
	Iteration 100F: 3 clusters Score -1709001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1709006.125000 Penalty: 4768.214355
	Iteration 101Q: 3 clusters Score -1709006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1709010.375000 Penalty: 4768.214355
	Iteration 102Q: 3 clusters Score -1709010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1709022.125000 Penalty: 4768.214355
	Iteration 103Q: 3 clusters Score -1709022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1709025.875000 Penalty: 4768.214355
	Iteration 104Q: 3 clusters Score -1709026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1709032.250000 Penalty: 4768.214355
	Iteration 105Q: 3 clusters Score -1709032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1709049.875000 Penalty: 4768.214355
	Iteration 106Q: 3 clusters Score -1709050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1709052.875000 Penalty: 4768.214355
	Iteration 107Q: 3 clusters Score -1709053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1709070.125000 Penalty: 4768.214355
	Iteration 108Q: 3 clusters Score -1709070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1709086.750000 Penalty: 4768.214355
	Iteration 109Q: 3 clusters Score -1709087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1709099.625000 Penalty: 4768.214355
	Iteration 110Q: 3 clusters Score -1709100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1709116.375000 Penalty: 4768.214355
	Iteration 111Q: 3 clusters Score -1709116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1709123.750000 Penalty: 4768.214355
	Iteration 112Q: 3 clusters Score -1709124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1709139.250000 Penalty: 4768.214355
	Iteration 113Q: 3 clusters Score -1709139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1709149.750000 Penalty: 4768.214355
	Iteration 114Q: 3 clusters Score -1709150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1709158.375000 Penalty: 4768.214355
	Iteration 115Q: 3 clusters Score -1709158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1709169.250000 Penalty: 4768.214355
	Iteration 116Q: 3 clusters Score -1709169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1709175.250000 Penalty: 4768.214355
	Iteration 117Q: 3 clusters Score -1709175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1709188.000000 Penalty: 4768.214355
	Iteration 118Q: 3 clusters Score -1709188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1709203.250000 Penalty: 4768.214355
	Iteration 119Q: 3 clusters Score -1709203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1709219.000000 Penalty: 4768.214355
	Iteration 120F: 3 clusters Score -1709219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1709230.750000 Penalty: 4768.214355
	Iteration 121Q: 3 clusters Score -1709231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1709238.000000 Penalty: 4768.214355
	Iteration 122Q: 3 clusters Score -1709238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1709248.000000 Penalty: 4768.214355
	Iteration 123Q: 3 clusters Score -1709248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1709255.625000 Penalty: 4768.214355
	Iteration 124Q: 3 clusters Score -1709256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1709272.125000 Penalty: 4768.214355
	Iteration 125Q: 3 clusters Score -1709272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1709291.000000 Penalty: 4768.214355
	Iteration 126Q: 3 clusters Score -1709291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1709311.625000 Penalty: 4768.214355
	Iteration 127Q: 3 clusters Score -1709312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1709337.750000 Penalty: 4768.214355
	Iteration 128Q: 3 clusters Score -1709338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1709368.125000 Penalty: 4768.214355
	Iteration 129Q: 3 clusters Score -1709368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1709397.375000 Penalty: 4768.214355
	Iteration 130Q: 3 clusters Score -1709397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1709439.000000 Penalty: 4768.214355
	Iteration 131Q: 3 clusters Score -1709439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1709469.250000 Penalty: 4768.214355
	Iteration 132Q: 3 clusters Score -1709469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1709507.500000 Penalty: 4768.214355
	Iteration 133Q: 3 clusters Score -1709508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1709557.375000 Penalty: 4768.214355
	Iteration 134Q: 3 clusters Score -1709557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1709613.250000 Penalty: 4768.214355
	Iteration 135Q: 3 clusters Score -1709613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1709673.625000 Penalty: 4768.214355
	Iteration 136Q: 3 clusters Score -1709674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1709720.750000 Penalty: 4768.214355
	Iteration 137Q: 3 clusters Score -1709721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1709740.625000 Penalty: 4768.214355
	Iteration 138Q: 3 clusters Score -1709741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1709749.750000 Penalty: 4768.214355
	Iteration 139Q: 3 clusters Score -1709750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1709760.000000 Penalty: 4768.214355
	Iteration 140F: 3 clusters Score -1709760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1709769.375000 Penalty: 4768.214355
	Iteration 141Q: 3 clusters Score -1709769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1709773.750000 Penalty: 4768.214355
	Iteration 142Q: 3 clusters Score -1709774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1709778.875000 Penalty: 4768.214355
	Iteration 143Q: 3 clusters Score -1709779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1709780.750000 Penalty: 4768.214355
	Iteration 144Q: 3 clusters Score -1709781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1709780.625000 Penalty: 4768.214355
	Iteration 145Q: 3 clusters Score -1709781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1709781.750000 Penalty: 4768.214355
	Iteration 146Q: 3 clusters Score -1709782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1709779.250000 Penalty: 4768.214355
	Iteration 147Q: 3 clusters Score -1709779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1709785.250000 Penalty: 4768.214355
	Iteration 148Q: 3 clusters Score -1709785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1709787.625000 Penalty: 4768.214355
	Iteration 149Q: 3 clusters Score -1709788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1709787.625000 Penalty: 4768.214355
	Iteration 150F: 3 clusters Score -1709788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Entering Unmasked Estep 
Score: -1975022.500000 Penalty: 2427.178467
	Iteration 0F: 2 clusters Score -1975022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1962396.625000 Penalty: 4854.356934
	Iteration 0F: 3 clusters Score -1962397 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1966677.375000 Penalty: 4854.356934
	Iteration 1F: 3 clusters Score -1966677 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1967149.375000 Penalty: 4854.356934
	Iteration 2F: 3 clusters Score -1967149 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1967585.875000 Penalty: 4854.356934
	Iteration 3F: 3 clusters Score -1967586 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1968057.250000 Penalty: 4854.356934
	Iteration 4F: 3 clusters Score -1968057 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1968601.750000 Penalty: 4854.356934
	Iteration 5F: 3 clusters Score -1968602 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1969167.125000 Penalty: 4854.356934
	Iteration 6F: 3 clusters Score -1969167 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1969803.250000 Penalty: 4854.356934
	Iteration 7F: 3 clusters Score -1969803 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1970500.875000 Penalty: 4854.356934
	Iteration 8F: 3 clusters Score -1970501 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1971211.750000 Penalty: 4854.356934
	Iteration 9F: 3 clusters Score -1971212 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1971768.500000 Penalty: 4854.356934
	Iteration 10Q: 3 clusters Score -1971768 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1972114.250000 Penalty: 4854.356934
	Iteration 11Q: 3 clusters Score -1972114 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1972385.000000 Penalty: 4854.356934
	Iteration 12Q: 3 clusters Score -1972385 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1972564.500000 Penalty: 4854.356934
	Iteration 13Q: 3 clusters Score -1972564 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1972685.375000 Penalty: 4854.356934
	Iteration 14Q: 3 clusters Score -1972685 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1972787.750000 Penalty: 4854.356934
	Iteration 15Q: 3 clusters Score -1972788 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1972875.125000 Penalty: 4854.356934
	Iteration 16Q: 3 clusters Score -1972875 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1972931.500000 Penalty: 4854.356934
	Iteration 17Q: 3 clusters Score -1972932 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1972982.500000 Penalty: 4854.356934
	Iteration 18Q: 3 clusters Score -1972982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1973030.750000 Penalty: 4854.356934
	Iteration 19Q: 3 clusters Score -1973031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1973079.375000 Penalty: 4854.356934
	Iteration 20F: 3 clusters Score -1973079 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1973119.500000 Penalty: 4854.356934
	Iteration 21Q: 3 clusters Score -1973120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1973162.875000 Penalty: 4854.356934
	Iteration 22Q: 3 clusters Score -1973163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1973204.375000 Penalty: 4854.356934
	Iteration 23Q: 3 clusters Score -1973204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1973227.375000 Penalty: 4854.356934
	Iteration 24Q: 3 clusters Score -1973227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1973260.750000 Penalty: 4854.356934
	Iteration 25Q: 3 clusters Score -1973261 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1973285.250000 Penalty: 4854.356934
	Iteration 26Q: 3 clusters Score -1973285 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1973301.875000 Penalty: 4854.356934
	Iteration 27Q: 3 clusters Score -1973302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1973316.375000 Penalty: 4854.356934
	Iteration 28Q: 3 clusters Score -1973316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1973323.125000 Penalty: 4854.356934
	Iteration 29Q: 3 clusters Score -1973323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1973336.125000 Penalty: 4854.356934
	Iteration 30Q: 3 clusters Score -1973336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1973344.000000 Penalty: 4854.356934
	Iteration 31Q: 3 clusters Score -1973344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1973349.750000 Penalty: 4854.356934
	Iteration 32Q: 3 clusters Score -1973350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1973356.500000 Penalty: 4854.356934
	Iteration 33Q: 3 clusters Score -1973356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1973365.750000 Penalty: 4854.356934
	Iteration 34Q: 3 clusters Score -1973366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1973368.875000 Penalty: 4854.356934
	Iteration 35Q: 3 clusters Score -1973369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1973376.875000 Penalty: 4854.356934
	Iteration 36Q: 3 clusters Score -1973377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1973384.375000 Penalty: 4854.356934
	Iteration 37Q: 3 clusters Score -1973384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1973392.750000 Penalty: 4854.356934
	Iteration 38Q: 3 clusters Score -1973393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1973400.750000 Penalty: 4854.356934
	Iteration 39Q: 3 clusters Score -1973401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1973400.750000 Penalty: 4854.356934
	Iteration 40F: 3 clusters Score -1973401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1973405.250000 Penalty: 4854.356934
	Iteration 41Q: 3 clusters Score -1973405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1973407.875000 Penalty: 4854.356934
	Iteration 42Q: 3 clusters Score -1973408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1973411.875000 Penalty: 4854.356934
	Iteration 43Q: 3 clusters Score -1973412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1973416.625000 Penalty: 4854.356934
	Iteration 44Q: 3 clusters Score -1973417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1973420.000000 Penalty: 4854.356934
	Iteration 45Q: 3 clusters Score -1973420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1973420.000000 Penalty: 4854.356934
	Iteration 46Q: 3 clusters Score -1973420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1973418.500000 Penalty: 4854.356934
	Iteration 47Q: 3 clusters Score -1973418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1973420.625000 Penalty: 4854.356934
	Iteration 48Q: 3 clusters Score -1973421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1973423.375000 Penalty: 4854.356934
	Iteration 49Q: 3 clusters Score -1973423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1973423.000000 Penalty: 4854.356934
	Iteration 50Q: 3 clusters Score -1973423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1973422.250000 Penalty: 4854.356934
	Iteration 51Q: 3 clusters Score -1973422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1973429.000000 Penalty: 4854.356934
	Iteration 52Q: 3 clusters Score -1973429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1973431.000000 Penalty: 4854.356934
	Iteration 53Q: 3 clusters Score -1973431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1973431.750000 Penalty: 4854.356934
	Iteration 54Q: 3 clusters Score -1973432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1973434.125000 Penalty: 4854.356934
	Iteration 55Q: 3 clusters Score -1973434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1973434.625000 Penalty: 4854.356934
	Iteration 56Q: 3 clusters Score -1973435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1973435.875000 Penalty: 4854.356934
	Iteration 57Q: 3 clusters Score -1973436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1973434.000000 Penalty: 4854.356934
	Iteration 58Q: 3 clusters Score -1973434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1973435.375000 Penalty: 4854.356934
	Iteration 59Q: 3 clusters Score -1973435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1973433.000000 Penalty: 4854.356934
	Iteration 60F: 3 clusters Score -1973433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1973435.000000 Penalty: 4854.356934
	Iteration 61Q: 3 clusters Score -1973435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1973435.375000 Penalty: 4854.356934
	Iteration 62Q: 3 clusters Score -1973435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1973435.250000 Penalty: 4854.356934
	Iteration 63Q: 3 clusters Score -1973435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1973435.625000 Penalty: 4854.356934
	Iteration 64Q: 3 clusters Score -1973436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1973437.000000 Penalty: 4854.356934
	Iteration 65Q: 3 clusters Score -1973437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1973436.750000 Penalty: 4854.356934
	Iteration 66Q: 3 clusters Score -1973437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1973439.625000 Penalty: 4854.356934
	Iteration 67Q: 3 clusters Score -1973440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1973438.000000 Penalty: 4854.356934
	Iteration 68Q: 3 clusters Score -1973438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1973438.000000 Penalty: 4854.356934
	Iteration 69F: 3 clusters Score -1973438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Entering Unmasked Estep 
Score: -1011198.500000 Penalty: 2243.713623
	Iteration 0F: 2 clusters Score -1011198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1004491.562500 Penalty: 4487.427246
	Iteration 0F: 3 clusters Score -1004492 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1006404.000000 Penalty: 4487.427246
	Iteration 1F: 3 clusters Score -1006404 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1006708.687500 Penalty: 4487.427246
	Iteration 2F: 3 clusters Score -1006709 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1006944.875000 Penalty: 4487.427246
	Iteration 3F: 3 clusters Score -1006945 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1007165.562500 Penalty: 4487.427246
	Iteration 4Q: 3 clusters Score -1007166 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1007387.500000 Penalty: 4487.427246
	Iteration 5Q: 3 clusters Score -1007388 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1007596.812500 Penalty: 4487.427246
	Iteration 6Q: 3 clusters Score -1007597 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1007828.437500 Penalty: 4487.427246
	Iteration 7Q: 3 clusters Score -1007828 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1008091.125000 Penalty: 4487.427246
	Iteration 8Q: 3 clusters Score -1008091 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1008308.625000 Penalty: 4487.427246
	Iteration 9Q: 3 clusters Score -1008309 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1008492.312500 Penalty: 4487.427246
	Iteration 10Q: 3 clusters Score -1008492 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1008628.687500 Penalty: 4487.427246
	Iteration 11Q: 3 clusters Score -1008629 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1008728.750000 Penalty: 4487.427246
	Iteration 12Q: 3 clusters Score -1008729 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1008817.250000 Penalty: 4487.427246
	Iteration 13Q: 3 clusters Score -1008817 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1008900.375000 Penalty: 4487.427246
	Iteration 14Q: 3 clusters Score -1008900 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1008965.250000 Penalty: 4487.427246
	Iteration 15Q: 3 clusters Score -1008965 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1009012.312500 Penalty: 4487.427246
	Iteration 16Q: 3 clusters Score -1009012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1009056.562500 Penalty: 4487.427246
	Iteration 17Q: 3 clusters Score -1009057 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1009096.625000 Penalty: 4487.427246
	Iteration 18Q: 3 clusters Score -1009097 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1009132.687500 Penalty: 4487.427246
	Iteration 19Q: 3 clusters Score -1009133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1009156.000000 Penalty: 4487.427246
	Iteration 20F: 3 clusters Score -1009156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1009181.437500 Penalty: 4487.427246
	Iteration 21Q: 3 clusters Score -1009181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1009199.875000 Penalty: 4487.427246
	Iteration 22Q: 3 clusters Score -1009200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1009222.000000 Penalty: 4487.427246
	Iteration 23Q: 3 clusters Score -1009222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1009240.625000 Penalty: 4487.427246
	Iteration 24Q: 3 clusters Score -1009241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1009255.375000 Penalty: 4487.427246
	Iteration 25Q: 3 clusters Score -1009255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1009268.812500 Penalty: 4487.427246
	Iteration 26Q: 3 clusters Score -1009269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1009277.125000 Penalty: 4487.427246
	Iteration 27Q: 3 clusters Score -1009277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1009288.062500 Penalty: 4487.427246
	Iteration 28Q: 3 clusters Score -1009288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1009295.312500 Penalty: 4487.427246
	Iteration 29Q: 3 clusters Score -1009295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1009302.062500 Penalty: 4487.427246
	Iteration 30Q: 3 clusters Score -1009302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1009311.875000 Penalty: 4487.427246
	Iteration 31Q: 3 clusters Score -1009312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1009325.500000 Penalty: 4487.427246
	Iteration 32Q: 3 clusters Score -1009326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1009336.562500 Penalty: 4487.427246
	Iteration 33Q: 3 clusters Score -1009337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1009351.125000 Penalty: 4487.427246
	Iteration 34Q: 3 clusters Score -1009351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1009362.125000 Penalty: 4487.427246
	Iteration 35Q: 3 clusters Score -1009362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1009374.375000 Penalty: 4487.427246
	Iteration 36Q: 3 clusters Score -1009374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1009377.875000 Penalty: 4487.427246
	Iteration 37Q: 3 clusters Score -1009378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1009382.687500 Penalty: 4487.427246
	Iteration 38Q: 3 clusters Score -1009383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1009389.875000 Penalty: 4487.427246
	Iteration 39Q: 3 clusters Score -1009390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1009397.125000 Penalty: 4487.427246
	Iteration 40F: 3 clusters Score -1009397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1009402.562500 Penalty: 4487.427246
	Iteration 41Q: 3 clusters Score -1009403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1009406.500000 Penalty: 4487.427246
	Iteration 42Q: 3 clusters Score -1009406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1009410.125000 Penalty: 4487.427246
	Iteration 43Q: 3 clusters Score -1009410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1009412.062500 Penalty: 4487.427246
	Iteration 44Q: 3 clusters Score -1009412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1009414.687500 Penalty: 4487.427246
	Iteration 45Q: 3 clusters Score -1009415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1009415.312500 Penalty: 4487.427246
	Iteration 46Q: 3 clusters Score -1009415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1009418.312500 Penalty: 4487.427246
	Iteration 47Q: 3 clusters Score -1009418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1009417.437500 Penalty: 4487.427246
	Iteration 48Q: 3 clusters Score -1009417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1009419.250000 Penalty: 4487.427246
	Iteration 49Q: 3 clusters Score -1009419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1009420.875000 Penalty: 4487.427246
	Iteration 50Q: 3 clusters Score -1009421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1009424.500000 Penalty: 4487.427246
	Iteration 51Q: 3 clusters Score -1009424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1009428.562500 Penalty: 4487.427246
	Iteration 52Q: 3 clusters Score -1009429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1009429.750000 Penalty: 4487.427246
	Iteration 53Q: 3 clusters Score -1009430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1009430.437500 Penalty: 4487.427246
	Iteration 54Q: 3 clusters Score -1009430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1009432.250000 Penalty: 4487.427246
	Iteration 55Q: 3 clusters Score -1009432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1009434.750000 Penalty: 4487.427246
	Iteration 56Q: 3 clusters Score -1009435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1009439.437500 Penalty: 4487.427246
	Iteration 57Q: 3 clusters Score -1009439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1009441.937500 Penalty: 4487.427246
	Iteration 58Q: 3 clusters Score -1009442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1009440.812500 Penalty: 4487.427246
	Iteration 59Q: 3 clusters Score -1009441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1009441.187500 Penalty: 4487.427246
	Iteration 60F: 3 clusters Score -1009441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1009442.687500 Penalty: 4487.427246
	Iteration 61Q: 3 clusters Score -1009443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1009443.312500 Penalty: 4487.427246
	Iteration 62Q: 3 clusters Score -1009443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1009443.312500 Penalty: 4487.427246
	Iteration 63F: 3 clusters Score -1009443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -150691.750000 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -150691.8 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 701 members 
Entering Unmasked Estep 
Score: -148559.343750 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -148559.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -149120.109375 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -149120.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -149448.625000 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -149448.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -149695.406250 Penalty: 3591.717773
	Iteration 3F: 3 clusters Score -149695.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -149817.656250 Penalty: 3591.717773
	Iteration 4Q: 3 clusters Score -149817.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -149883.765625 Penalty: 3591.717773
	Iteration 5Q: 3 clusters Score -149883.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -149929.125000 Penalty: 3591.717773
	Iteration 6Q: 3 clusters Score -149929.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -149953.453125 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -149953.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -149966.875000 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -149966.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -149987.531250 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -149987.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -150010.453125 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -150010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -150027.968750 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -150028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -150045.265625 Penalty: 3591.717773
	Iteration 12Q: 3 clusters Score -150045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150055.562500 Penalty: 3591.717773
	Iteration 13Q: 3 clusters Score -150055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -150065.296875 Penalty: 3591.717773
	Iteration 14Q: 3 clusters Score -150065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -150073.890625 Penalty: 3591.717773
	Iteration 15Q: 3 clusters Score -150073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -150082.265625 Penalty: 3591.717773
	Iteration 16Q: 3 clusters Score -150082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -150088.484375 Penalty: 3591.717773
	Iteration 17Q: 3 clusters Score -150088.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -150097.562500 Penalty: 3591.717773
	Iteration 18Q: 3 clusters Score -150097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -150104.125000 Penalty: 3591.717773
	Iteration 19Q: 3 clusters Score -150104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -150107.609375 Penalty: 3591.717773
	Iteration 20F: 3 clusters Score -150107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -150110.906250 Penalty: 3591.717773
	Iteration 21Q: 3 clusters Score -150110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -150111.921875 Penalty: 3591.717773
	Iteration 22Q: 3 clusters Score -150111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -150112.406250 Penalty: 3591.717773
	Iteration 23Q: 3 clusters Score -150112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -150116.031250 Penalty: 3591.717773
	Iteration 24Q: 3 clusters Score -150116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150118.484375 Penalty: 3591.717773
	Iteration 25Q: 3 clusters Score -150118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -150119.562500 Penalty: 3591.717773
	Iteration 26Q: 3 clusters Score -150119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -150119.562500 Penalty: 3591.717773
	Iteration 27F: 3 clusters Score -150119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (124269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Entering Unmasked Estep 
Score: -14915047.000000 Penalty: 2909.090576
	Iteration 0F: 2 clusters Score -1.491505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -14831997.000000 Penalty: 5818.181152
	Iteration 0F: 3 clusters Score -1.4832e+07 nChanged 59109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -14866086.000000 Penalty: 5818.181152
	Iteration 1F: 3 clusters Score -1.486609e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -14867028.000000 Penalty: 5818.181152
	Iteration 2Q: 3 clusters Score -1.486703e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -14868083.000000 Penalty: 5818.181152
	Iteration 3Q: 3 clusters Score -1.486808e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -14869329.000000 Penalty: 5818.181152
	Iteration 4Q: 3 clusters Score -1.486933e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -14870908.000000 Penalty: 5818.181152
	Iteration 5Q: 3 clusters Score -1.487091e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -14872766.000000 Penalty: 5818.181152
	Iteration 6Q: 3 clusters Score -1.487277e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -14875293.000000 Penalty: 5818.181152
	Iteration 7Q: 3 clusters Score -1.487529e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -14878573.000000 Penalty: 5818.181152
	Iteration 8F: 3 clusters Score -1.487857e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -14882888.000000 Penalty: 5818.181152
	Iteration 9F: 3 clusters Score -1.488289e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -14887882.000000 Penalty: 5818.181152
	Iteration 10F: 3 clusters Score -1.488788e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -14893075.000000 Penalty: 5818.181152
	Iteration 11F: 3 clusters Score -1.489308e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -14897995.000000 Penalty: 5818.181152
	Iteration 12Q: 3 clusters Score -1.4898e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -14901401.000000 Penalty: 5818.181152
	Iteration 13Q: 3 clusters Score -1.49014e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -14903554.000000 Penalty: 5818.181152
	Iteration 14Q: 3 clusters Score -1.490355e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -14904935.000000 Penalty: 5818.181152
	Iteration 15Q: 3 clusters Score -1.490494e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 109437 members 
Entering Unmasked Estep 
Score: -14905985.000000 Penalty: 5818.181152
	Iteration 16Q: 3 clusters Score -1.490598e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -14906917.000000 Penalty: 5818.181152
	Iteration 17Q: 3 clusters Score -1.490692e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -14907752.000000 Penalty: 5818.181152
	Iteration 18Q: 3 clusters Score -1.490775e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -14908462.000000 Penalty: 5818.181152
	Iteration 19Q: 3 clusters Score -1.490846e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -14909139.000000 Penalty: 5818.181152
	Iteration 20F: 3 clusters Score -1.490914e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -14909814.000000 Penalty: 5818.181152
	Iteration 21Q: 3 clusters Score -1.490981e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -14910270.000000 Penalty: 5818.181152
	Iteration 22Q: 3 clusters Score -1.491027e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -14910639.000000 Penalty: 5818.181152
	Iteration 23Q: 3 clusters Score -1.491064e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -14911018.000000 Penalty: 5818.181152
	Iteration 24Q: 3 clusters Score -1.491102e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 120437 members 
Entering Unmasked Estep 
Score: -14911341.000000 Penalty: 5818.181152
	Iteration 25Q: 3 clusters Score -1.491134e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 120966 members 
Entering Unmasked Estep 
Score: -14911605.000000 Penalty: 5818.181152
	Iteration 26Q: 3 clusters Score -1.49116e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -14911790.000000 Penalty: 5818.181152
	Iteration 27Q: 3 clusters Score -1.491179e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -14911945.000000 Penalty: 5818.181152
	Iteration 28Q: 3 clusters Score -1.491194e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -14912069.000000 Penalty: 5818.181152
	Iteration 29Q: 3 clusters Score -1.491207e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -14912209.000000 Penalty: 5818.181152
	Iteration 30Q: 3 clusters Score -1.491221e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -14912247.000000 Penalty: 5818.181152
	Iteration 31Q: 3 clusters Score -1.491225e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 122548 members 
Entering Unmasked Estep 
Score: -14912301.000000 Penalty: 5818.181152
	Iteration 32Q: 3 clusters Score -1.49123e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -14912361.000000 Penalty: 5818.181152
	Iteration 33Q: 3 clusters Score -1.491236e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 122749 members 
Entering Unmasked Estep 
Score: -14912427.000000 Penalty: 5818.181152
	Iteration 34Q: 3 clusters Score -1.491243e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 122823 members 
Entering Unmasked Estep 
Score: -14912468.000000 Penalty: 5818.181152
	Iteration 35Q: 3 clusters Score -1.491247e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -14912509.000000 Penalty: 5818.181152
	Iteration 36Q: 3 clusters Score -1.491251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 122942 members 
Entering Unmasked Estep 
Score: -14912522.000000 Penalty: 5818.181152
	Iteration 37Q: 3 clusters Score -1.491252e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 122989 members 
Entering Unmasked Estep 
Score: -14912543.000000 Penalty: 5818.181152
	Iteration 38Q: 3 clusters Score -1.491254e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -14912577.000000 Penalty: 5818.181152
	Iteration 39Q: 3 clusters Score -1.491258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 123084 members 
Entering Unmasked Estep 
Score: -14912607.000000 Penalty: 5818.181152
	Iteration 40F: 3 clusters Score -1.491261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -14912613.000000 Penalty: 5818.181152
	Iteration 41Q: 3 clusters Score -1.491261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 123143 members 
Entering Unmasked Estep 
Score: -14912622.000000 Penalty: 5818.181152
	Iteration 42Q: 3 clusters Score -1.491262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -14912617.000000 Penalty: 5818.181152
	Iteration 43Q: 3 clusters Score -1.491262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 123189 members 
Entering Unmasked Estep 
Score: -14912640.000000 Penalty: 5818.181152
	Iteration 44Q: 3 clusters Score -1.491264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -14912652.000000 Penalty: 5818.181152
	Iteration 45Q: 3 clusters Score -1.491265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -14912649.000000 Penalty: 5818.181152
	Iteration 46Q: 3 clusters Score -1.491265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 123225 members 
Entering Unmasked Estep 
Score: -14912667.000000 Penalty: 5818.181152
	Iteration 47Q: 3 clusters Score -1.491267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 123236 members 
Entering Unmasked Estep 
Score: -14912694.000000 Penalty: 5818.181152
	Iteration 48Q: 3 clusters Score -1.491269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -14912687.000000 Penalty: 5818.181152
	Iteration 49Q: 3 clusters Score -1.491269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -14912698.000000 Penalty: 5818.181152
	Iteration 50Q: 3 clusters Score -1.49127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -14912697.000000 Penalty: 5818.181152
	Iteration 51Q: 3 clusters Score -1.49127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -14912696.000000 Penalty: 5818.181152
	Iteration 52Q: 3 clusters Score -1.49127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -14912686.000000 Penalty: 5818.181152
	Iteration 53Q: 3 clusters Score -1.491269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -14912681.000000 Penalty: 5818.181152
	Iteration 54Q: 3 clusters Score -1.491268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -14912684.000000 Penalty: 5818.181152
	Iteration 55Q: 3 clusters Score -1.491268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 123262 members 
Entering Unmasked Estep 
Score: -14912682.000000 Penalty: 5818.181152
	Iteration 56Q: 3 clusters Score -1.491268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 123264 members 
Entering Unmasked Estep 
Score: -14912684.000000 Penalty: 5818.181152
	Iteration 57Q: 3 clusters Score -1.491268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 123264 members 
Entering Unmasked Estep 
Score: -14912684.000000 Penalty: 5818.181152
	Iteration 58F: 3 clusters Score -1.491268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Entering Unmasked Estep 
Score: -837421.437500 Penalty: 2198.912354
	Iteration 0F: 2 clusters Score -837421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -831569.625000 Penalty: 4397.824707
	Iteration 0F: 3 clusters Score -831569.6 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -833148.500000 Penalty: 4397.824707
	Iteration 1F: 3 clusters Score -833148.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -833442.125000 Penalty: 4397.824707
	Iteration 2F: 3 clusters Score -833442.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -833666.312500 Penalty: 4397.824707
	Iteration 3F: 3 clusters Score -833666.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -833881.375000 Penalty: 4397.824707
	Iteration 4Q: 3 clusters Score -833881.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -834165.875000 Penalty: 4397.824707
	Iteration 5Q: 3 clusters Score -834165.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -834593.687500 Penalty: 4397.824707
	Iteration 6F: 3 clusters Score -834593.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -835082.875000 Penalty: 4397.824707
	Iteration 7F: 3 clusters Score -835082.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -835443.437500 Penalty: 4397.824707
	Iteration 8F: 3 clusters Score -835443.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -835683.875000 Penalty: 4397.824707
	Iteration 9Q: 3 clusters Score -835683.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -835851.500000 Penalty: 4397.824707
	Iteration 10Q: 3 clusters Score -835851.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -835955.500000 Penalty: 4397.824707
	Iteration 11Q: 3 clusters Score -835955.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -836035.062500 Penalty: 4397.824707
	Iteration 12Q: 3 clusters Score -836035.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -836090.125000 Penalty: 4397.824707
	Iteration 13Q: 3 clusters Score -836090.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -836130.437500 Penalty: 4397.824707
	Iteration 14Q: 3 clusters Score -836130.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -836168.312500 Penalty: 4397.824707
	Iteration 15Q: 3 clusters Score -836168.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -836213.375000 Penalty: 4397.824707
	Iteration 16Q: 3 clusters Score -836213.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -836256.937500 Penalty: 4397.824707
	Iteration 17Q: 3 clusters Score -836256.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -836298.750000 Penalty: 4397.824707
	Iteration 18Q: 3 clusters Score -836298.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -836331.500000 Penalty: 4397.824707
	Iteration 19Q: 3 clusters Score -836331.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -836354.625000 Penalty: 4397.824707
	Iteration 20F: 3 clusters Score -836354.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -836372.875000 Penalty: 4397.824707
	Iteration 21Q: 3 clusters Score -836372.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -836386.375000 Penalty: 4397.824707
	Iteration 22Q: 3 clusters Score -836386.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -836398.062500 Penalty: 4397.824707
	Iteration 23Q: 3 clusters Score -836398.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -836402.125000 Penalty: 4397.824707
	Iteration 24Q: 3 clusters Score -836402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -836403.562500 Penalty: 4397.824707
	Iteration 25Q: 3 clusters Score -836403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -836406.750000 Penalty: 4397.824707
	Iteration 26Q: 3 clusters Score -836406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -836409.125000 Penalty: 4397.824707
	Iteration 27Q: 3 clusters Score -836409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -836408.625000 Penalty: 4397.824707
	Iteration 28Q: 3 clusters Score -836408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -836408.187500 Penalty: 4397.824707
	Iteration 29Q: 3 clusters Score -836408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -836408.187500 Penalty: 4397.824707
	Iteration 30F: 3 clusters Score -836408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (166538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Entering Unmasked Estep 
Score: -20162146.000000 Penalty: 2981.698730
	Iteration 0F: 2 clusters Score -2.016215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -20055792.000000 Penalty: 5963.397461
	Iteration 0F: 3 clusters Score -2.005579e+07 nChanged 79809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -20102398.000000 Penalty: 5963.397461
	Iteration 1F: 3 clusters Score -2.01024e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -20103410.000000 Penalty: 5963.397461
	Iteration 2Q: 3 clusters Score -2.010341e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -20104726.000000 Penalty: 5963.397461
	Iteration 3Q: 3 clusters Score -2.010473e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -20106670.000000 Penalty: 5963.397461
	Iteration 4Q: 3 clusters Score -2.010667e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -20109118.000000 Penalty: 5963.397461
	Iteration 5Q: 3 clusters Score -2.010912e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -20112678.000000 Penalty: 5963.397461
	Iteration 6Q: 3 clusters Score -2.011268e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -20117262.000000 Penalty: 5963.397461
	Iteration 7F: 3 clusters Score -2.011726e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 112677 members 
Entering Unmasked Estep 
Score: -20123960.000000 Penalty: 5963.397461
	Iteration 8F: 3 clusters Score -2.012396e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -20131986.000000 Penalty: 5963.397461
	Iteration 9F: 3 clusters Score -2.013199e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 131788 members 
Entering Unmasked Estep 
Score: -20140054.000000 Penalty: 5963.397461
	Iteration 10F: 3 clusters Score -2.014005e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -20147180.000000 Penalty: 5963.397461
	Iteration 11F: 3 clusters Score -2.014718e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -20152418.000000 Penalty: 5963.397461
	Iteration 12Q: 3 clusters Score -2.015242e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -20155662.000000 Penalty: 5963.397461
	Iteration 13Q: 3 clusters Score -2.015566e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -20157612.000000 Penalty: 5963.397461
	Iteration 14Q: 3 clusters Score -2.015761e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -20158560.000000 Penalty: 5963.397461
	Iteration 15Q: 3 clusters Score -2.015856e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 162207 members 
Entering Unmasked Estep 
Score: -20159048.000000 Penalty: 5963.397461
	Iteration 16Q: 3 clusters Score -2.015905e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 163273 members 
Entering Unmasked Estep 
Score: -20159404.000000 Penalty: 5963.397461
	Iteration 17Q: 3 clusters Score -2.01594e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -20159570.000000 Penalty: 5963.397461
	Iteration 18Q: 3 clusters Score -2.015957e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -20159660.000000 Penalty: 5963.397461
	Iteration 19Q: 3 clusters Score -2.015966e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 164603 members 
Entering Unmasked Estep 
Score: -20159690.000000 Penalty: 5963.397461
	Iteration 20F: 3 clusters Score -2.015969e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -20159750.000000 Penalty: 5963.397461
	Iteration 21Q: 3 clusters Score -2.015975e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 164949 members 
Entering Unmasked Estep 
Score: -20159802.000000 Penalty: 5963.397461
	Iteration 22Q: 3 clusters Score -2.01598e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -20159818.000000 Penalty: 5963.397461
	Iteration 23Q: 3 clusters Score -2.015982e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 165142 members 
Entering Unmasked Estep 
Score: -20159808.000000 Penalty: 5963.397461
	Iteration 24Q: 3 clusters Score -2.015981e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -20159806.000000 Penalty: 5963.397461
	Iteration 25Q: 3 clusters Score -2.015981e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -20159832.000000 Penalty: 5963.397461
	Iteration 26Q: 3 clusters Score -2.015983e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -20159872.000000 Penalty: 5963.397461
	Iteration 27Q: 3 clusters Score -2.015987e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -20159878.000000 Penalty: 5963.397461
	Iteration 28Q: 3 clusters Score -2.015988e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 165372 members 
Entering Unmasked Estep 
Score: -20159876.000000 Penalty: 5963.397461
	Iteration 29Q: 3 clusters Score -2.015988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 165395 members 
Entering Unmasked Estep 
Score: -20159882.000000 Penalty: 5963.397461
	Iteration 30Q: 3 clusters Score -2.015988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -20159894.000000 Penalty: 5963.397461
	Iteration 31Q: 3 clusters Score -2.015989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 165432 members 
Entering Unmasked Estep 
Score: -20159898.000000 Penalty: 5963.397461
	Iteration 32Q: 3 clusters Score -2.01599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -20159882.000000 Penalty: 5963.397461
	Iteration 33Q: 3 clusters Score -2.015988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 165440 members 
Entering Unmasked Estep 
Score: -20159884.000000 Penalty: 5963.397461
	Iteration 34Q: 3 clusters Score -2.015988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 165448 members 
Entering Unmasked Estep 
Score: -20159888.000000 Penalty: 5963.397461
	Iteration 35Q: 3 clusters Score -2.015989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -20159900.000000 Penalty: 5963.397461
	Iteration 36Q: 3 clusters Score -2.01599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 165457 members 
Entering Unmasked Estep 
Score: -20159916.000000 Penalty: 5963.397461
	Iteration 37Q: 3 clusters Score -2.015992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -20159928.000000 Penalty: 5963.397461
	Iteration 38Q: 3 clusters Score -2.015993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -20159918.000000 Penalty: 5963.397461
	Iteration 39Q: 3 clusters Score -2.015992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 165467 members 
Entering Unmasked Estep 
Score: -20159942.000000 Penalty: 5963.397461
	Iteration 40F: 3 clusters Score -2.015994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -20159924.000000 Penalty: 5963.397461
	Iteration 41Q: 3 clusters Score -2.015992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 165482 members 
Entering Unmasked Estep 
Score: -20159926.000000 Penalty: 5963.397461
	Iteration 42Q: 3 clusters Score -2.015993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -20159938.000000 Penalty: 5963.397461
	Iteration 43Q: 3 clusters Score -2.015994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -20159930.000000 Penalty: 5963.397461
	Iteration 44Q: 3 clusters Score -2.015993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 165492 members 
Entering Unmasked Estep 
Score: -20159944.000000 Penalty: 5963.397461
	Iteration 45Q: 3 clusters Score -2.015994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -20159942.000000 Penalty: 5963.397461
	Iteration 46Q: 3 clusters Score -2.015994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -20159948.000000 Penalty: 5963.397461
	Iteration 47Q: 3 clusters Score -2.015995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -20159942.000000 Penalty: 5963.397461
	Iteration 48Q: 3 clusters Score -2.015994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -20159936.000000 Penalty: 5963.397461
	Iteration 49Q: 3 clusters Score -2.015994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 165499 members 
Entering Unmasked Estep 
Score: -20159946.000000 Penalty: 5963.397461
	Iteration 50Q: 3 clusters Score -2.015995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 165501 members 
Entering Unmasked Estep 
Score: -20159944.000000 Penalty: 5963.397461
	Iteration 51Q: 3 clusters Score -2.015994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 165501 members 
Entering Unmasked Estep 
Score: -20159944.000000 Penalty: 5963.397461
	Iteration 52F: 3 clusters Score -2.015994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (67977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Entering Unmasked Estep 
Score: -8186490.000000 Penalty: 2759.477295
	Iteration 0F: 2 clusters Score -8186490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -8140645.000000 Penalty: 5518.954590
	Iteration 0F: 3 clusters Score -8140645 nChanged 31905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8158773.500000 Penalty: 5518.954590
	Iteration 1F: 3 clusters Score -8158774 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -8159753.500000 Penalty: 5518.954590
	Iteration 2Q: 3 clusters Score -8159754 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -8161272.000000 Penalty: 5518.954590
	Iteration 3Q: 3 clusters Score -8161272 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -8163734.000000 Penalty: 5518.954590
	Iteration 4F: 3 clusters Score -8163734 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -8167602.500000 Penalty: 5518.954590
	Iteration 5F: 3 clusters Score -8167602 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -8172572.000000 Penalty: 5518.954590
	Iteration 6F: 3 clusters Score -8172572 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -8177541.000000 Penalty: 5518.954590
	Iteration 7F: 3 clusters Score -8177541 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -8180902.000000 Penalty: 5518.954590
	Iteration 8F: 3 clusters Score -8180902 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -8182818.000000 Penalty: 5518.954590
	Iteration 9Q: 3 clusters Score -8182818 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -8183724.000000 Penalty: 5518.954590
	Iteration 10Q: 3 clusters Score -8183724 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -8184137.000000 Penalty: 5518.954590
	Iteration 11Q: 3 clusters Score -8184137 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -8184310.000000 Penalty: 5518.954590
	Iteration 12Q: 3 clusters Score -8184310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -8184395.000000 Penalty: 5518.954590
	Iteration 13Q: 3 clusters Score -8184395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -8184441.000000 Penalty: 5518.954590
	Iteration 14Q: 3 clusters Score -8184441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -8184462.000000 Penalty: 5518.954590
	Iteration 15Q: 3 clusters Score -8184462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -8184458.000000 Penalty: 5518.954590
	Iteration 16Q: 3 clusters Score -8184458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -8184463.000000 Penalty: 5518.954590
	Iteration 17Q: 3 clusters Score -8184463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -8184474.000000 Penalty: 5518.954590
	Iteration 18Q: 3 clusters Score -8184474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -8184492.500000 Penalty: 5518.954590
	Iteration 19Q: 3 clusters Score -8184492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -8184500.000000 Penalty: 5518.954590
	Iteration 20F: 3 clusters Score -8184500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -8184519.500000 Penalty: 5518.954590
	Iteration 21Q: 3 clusters Score -8184520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -8184521.000000 Penalty: 5518.954590
	Iteration 22Q: 3 clusters Score -8184521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8184523.000000 Penalty: 5518.954590
	Iteration 23Q: 3 clusters Score -8184523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -8184521.500000 Penalty: 5518.954590
	Iteration 24Q: 3 clusters Score -8184522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -8184522.000000 Penalty: 5518.954590
	Iteration 25Q: 3 clusters Score -8184522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -8184517.500000 Penalty: 5518.954590
	Iteration 26Q: 3 clusters Score -8184518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -8184515.000000 Penalty: 5518.954590
	Iteration 27Q: 3 clusters Score -8184515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -8184515.000000 Penalty: 5518.954590
	Iteration 28F: 3 clusters Score -8184515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (34797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Entering Unmasked Estep 
Score: -3907219.500000 Penalty: 2593.407227
	Iteration 0F: 2 clusters Score -3907220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3883395.000000 Penalty: 5186.814453
	Iteration 0F: 3 clusters Score -3883395 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3892687.750000 Penalty: 5186.814453
	Iteration 1F: 3 clusters Score -3892688 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3893948.500000 Penalty: 5186.814453
	Iteration 2F: 3 clusters Score -3893948 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3895467.750000 Penalty: 5186.814453
	Iteration 3F: 3 clusters Score -3895468 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3897198.000000 Penalty: 5186.814453
	Iteration 4F: 3 clusters Score -3897198 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3898940.250000 Penalty: 5186.814453
	Iteration 5F: 3 clusters Score -3898940 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3900569.750000 Penalty: 5186.814453
	Iteration 6F: 3 clusters Score -3900570 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3901793.750000 Penalty: 5186.814453
	Iteration 7F: 3 clusters Score -3901794 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3902663.000000 Penalty: 5186.814453
	Iteration 8Q: 3 clusters Score -3902663 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3903221.500000 Penalty: 5186.814453
	Iteration 9Q: 3 clusters Score -3903222 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3903646.500000 Penalty: 5186.814453
	Iteration 10Q: 3 clusters Score -3903646 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3904011.500000 Penalty: 5186.814453
	Iteration 11Q: 3 clusters Score -3904012 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3904369.500000 Penalty: 5186.814453
	Iteration 12Q: 3 clusters Score -3904370 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3904723.000000 Penalty: 5186.814453
	Iteration 13Q: 3 clusters Score -3904723 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3905137.000000 Penalty: 5186.814453
	Iteration 14Q: 3 clusters Score -3905137 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3905631.750000 Penalty: 5186.814453
	Iteration 15Q: 3 clusters Score -3905632 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3906153.000000 Penalty: 5186.814453
	Iteration 16Q: 3 clusters Score -3906153 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3906564.250000 Penalty: 5186.814453
	Iteration 17Q: 3 clusters Score -3906564 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3906838.750000 Penalty: 5186.814453
	Iteration 18Q: 3 clusters Score -3906839 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3906994.250000 Penalty: 5186.814453
	Iteration 19Q: 3 clusters Score -3906994 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3907081.250000 Penalty: 5186.814453
	Iteration 20F: 3 clusters Score -3907081 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3907135.250000 Penalty: 5186.814453
	Iteration 21Q: 3 clusters Score -3907135 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3907174.250000 Penalty: 5186.814453
	Iteration 22Q: 3 clusters Score -3907174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3907203.000000 Penalty: 5186.814453
	Iteration 23Q: 3 clusters Score -3907203 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3907212.500000 Penalty: 5186.814453
	Iteration 24Q: 3 clusters Score -3907212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3907239.750000 Penalty: 5186.814453
	Iteration 25Q: 3 clusters Score -3907240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3907260.000000 Penalty: 5186.814453
	Iteration 26Q: 3 clusters Score -3907260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3907261.250000 Penalty: 5186.814453
	Iteration 27Q: 3 clusters Score -3907261 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3907276.250000 Penalty: 5186.814453
	Iteration 28Q: 3 clusters Score -3907276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3907286.750000 Penalty: 5186.814453
	Iteration 29Q: 3 clusters Score -3907287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3907290.750000 Penalty: 5186.814453
	Iteration 30Q: 3 clusters Score -3907291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3907302.250000 Penalty: 5186.814453
	Iteration 31Q: 3 clusters Score -3907302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3907307.250000 Penalty: 5186.814453
	Iteration 32Q: 3 clusters Score -3907307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3907302.750000 Penalty: 5186.814453
	Iteration 33Q: 3 clusters Score -3907303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3907309.500000 Penalty: 5186.814453
	Iteration 34Q: 3 clusters Score -3907310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3907309.250000 Penalty: 5186.814453
	Iteration 35Q: 3 clusters Score -3907309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3907318.000000 Penalty: 5186.814453
	Iteration 36Q: 3 clusters Score -3907318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3907315.750000 Penalty: 5186.814453
	Iteration 37Q: 3 clusters Score -3907316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3907321.500000 Penalty: 5186.814453
	Iteration 38Q: 3 clusters Score -3907322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3907328.500000 Penalty: 5186.814453
	Iteration 39Q: 3 clusters Score -3907328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3907330.000000 Penalty: 5186.814453
	Iteration 40F: 3 clusters Score -3907330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3907341.000000 Penalty: 5186.814453
	Iteration 41Q: 3 clusters Score -3907341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3907335.250000 Penalty: 5186.814453
	Iteration 42Q: 3 clusters Score -3907335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3907341.250000 Penalty: 5186.814453
	Iteration 43Q: 3 clusters Score -3907341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3907336.750000 Penalty: 5186.814453
	Iteration 44Q: 3 clusters Score -3907337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3907347.750000 Penalty: 5186.814453
	Iteration 45Q: 3 clusters Score -3907348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3907349.750000 Penalty: 5186.814453
	Iteration 46Q: 3 clusters Score -3907350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3907356.500000 Penalty: 5186.814453
	Iteration 47Q: 3 clusters Score -3907356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3907357.000000 Penalty: 5186.814453
	Iteration 48Q: 3 clusters Score -3907357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3907377.000000 Penalty: 5186.814453
	Iteration 49Q: 3 clusters Score -3907377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3907360.000000 Penalty: 5186.814453
	Iteration 50Q: 3 clusters Score -3907360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3907363.000000 Penalty: 5186.814453
	Iteration 51Q: 3 clusters Score -3907363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3907367.250000 Penalty: 5186.814453
	Iteration 52Q: 3 clusters Score -3907367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3907370.750000 Penalty: 5186.814453
	Iteration 53Q: 3 clusters Score -3907371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3907377.500000 Penalty: 5186.814453
	Iteration 54Q: 3 clusters Score -3907378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3907371.000000 Penalty: 5186.814453
	Iteration 55Q: 3 clusters Score -3907371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3907371.500000 Penalty: 5186.814453
	Iteration 56Q: 3 clusters Score -3907372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3907375.750000 Penalty: 5186.814453
	Iteration 57Q: 3 clusters Score -3907376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3907376.250000 Penalty: 5186.814453
	Iteration 58Q: 3 clusters Score -3907376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3907375.500000 Penalty: 5186.814453
	Iteration 59Q: 3 clusters Score -3907376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3907380.000000 Penalty: 5186.814453
	Iteration 60F: 3 clusters Score -3907380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3907377.000000 Penalty: 5186.814453
	Iteration 61Q: 3 clusters Score -3907377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3907372.750000 Penalty: 5186.814453
	Iteration 62Q: 3 clusters Score -3907373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3907376.500000 Penalty: 5186.814453
	Iteration 63Q: 3 clusters Score -3907376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3907374.750000 Penalty: 5186.814453
	Iteration 64Q: 3 clusters Score -3907375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3907374.750000 Penalty: 5186.814453
	Iteration 65F: 3 clusters Score -3907375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 240896 members 
Mstep: Class 3 contains 170356 members 
Mstep: Class 4 contains 17485 members 
Mstep: Class 5 contains 100285 members 
Mstep: Class 6 contains 38052 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158444 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 95664 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 107174 members 
Mstep: Class 14 contains 114595 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 37425 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 38777 members 
Mstep: Class 19 contains 14963 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124269 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 166538 members 
Mstep: Class 26 contains 67977 members 
Mstep: Class 27 contains 7430 members 
Mstep: Class 28 contains 4243 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81880 members 
Mstep: Class 31 contains 7072 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27436 members 
Mstep: Class 34 contains 27367 members 
Entering Unmasked Estep 
Score: -205567568.000000 Penalty: 121378.507812
Splitting cluster 27 changes total score from -205568640.000000 to -205567568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -461730.375000 Penalty: 2071.550293
	Iteration 0F: 2 clusters Score -461730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -457675.718750 Penalty: 4143.100586
	Iteration 0F: 3 clusters Score -457675.7 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -458701.593750 Penalty: 4143.100586
	Iteration 1F: 3 clusters Score -458701.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -458974.656250 Penalty: 4143.100586
	Iteration 2F: 3 clusters Score -458974.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -459191.843750 Penalty: 4143.100586
	Iteration 3F: 3 clusters Score -459191.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -459329.812500 Penalty: 4143.100586
	Iteration 4Q: 3 clusters Score -459329.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -459453.500000 Penalty: 4143.100586
	Iteration 5Q: 3 clusters Score -459453.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -459550.000000 Penalty: 4143.100586
	Iteration 6Q: 3 clusters Score -459550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -459633.687500 Penalty: 4143.100586
	Iteration 7Q: 3 clusters Score -459633.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -459710.281250 Penalty: 4143.100586
	Iteration 8Q: 3 clusters Score -459710.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -459781.250000 Penalty: 4143.100586
	Iteration 9Q: 3 clusters Score -459781.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -459838.968750 Penalty: 4143.100586
	Iteration 10Q: 3 clusters Score -459839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -459908.125000 Penalty: 4143.100586
	Iteration 11Q: 3 clusters Score -459908.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -459971.281250 Penalty: 4143.100586
	Iteration 12Q: 3 clusters Score -459971.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -460024.593750 Penalty: 4143.100586
	Iteration 13Q: 3 clusters Score -460024.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -460069.343750 Penalty: 4143.100586
	Iteration 14Q: 3 clusters Score -460069.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -460127.625000 Penalty: 4143.100586
	Iteration 15Q: 3 clusters Score -460127.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -460183.218750 Penalty: 4143.100586
	Iteration 16Q: 3 clusters Score -460183.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -460228.812500 Penalty: 4143.100586
	Iteration 17Q: 3 clusters Score -460228.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -460269.656250 Penalty: 4143.100586
	Iteration 18Q: 3 clusters Score -460269.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -460323.562500 Penalty: 4143.100586
	Iteration 19Q: 3 clusters Score -460323.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -460375.375000 Penalty: 4143.100586
	Iteration 20F: 3 clusters Score -460375.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -460439.593750 Penalty: 4143.100586
	Iteration 21Q: 3 clusters Score -460439.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -460547.656250 Penalty: 4143.100586
	Iteration 22Q: 3 clusters Score -460547.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -460654.625000 Penalty: 4143.100586
	Iteration 23Q: 3 clusters Score -460654.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -460748.125000 Penalty: 4143.100586
	Iteration 24Q: 3 clusters Score -460748.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -460858.375000 Penalty: 4143.100586
	Iteration 25Q: 3 clusters Score -460858.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -461001.687500 Penalty: 4143.100586
	Iteration 26Q: 3 clusters Score -461001.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -461141.031250 Penalty: 4143.100586
	Iteration 27Q: 3 clusters Score -461141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -461224.906250 Penalty: 4143.100586
	Iteration 28Q: 3 clusters Score -461224.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -461253.906250 Penalty: 4143.100586
	Iteration 29Q: 3 clusters Score -461253.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -461271.781250 Penalty: 4143.100586
	Iteration 30Q: 3 clusters Score -461271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -461285.500000 Penalty: 4143.100586
	Iteration 31Q: 3 clusters Score -461285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -461288.593750 Penalty: 4143.100586
	Iteration 32Q: 3 clusters Score -461288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -461290.718750 Penalty: 4143.100586
	Iteration 33Q: 3 clusters Score -461290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -461292.312500 Penalty: 4143.100586
	Iteration 34Q: 3 clusters Score -461292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -461292.468750 Penalty: 4143.100586
	Iteration 35Q: 3 clusters Score -461292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -461294.187500 Penalty: 4143.100586
	Iteration 36F: 3 clusters Score -461294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -461296.906250 Penalty: 4143.100586
	Iteration 37Q: 3 clusters Score -461296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -461300.187500 Penalty: 4143.100586
	Iteration 38Q: 3 clusters Score -461300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -461302.281250 Penalty: 4143.100586
	Iteration 39Q: 3 clusters Score -461302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -461303.562500 Penalty: 4143.100586
	Iteration 40F: 3 clusters Score -461303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -148375.531250 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -148375.5 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 705 members 
Entering Unmasked Estep 
Score: -146257.578125 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -146257.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -146847.312500 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -146847.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147447.953125 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -147448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -148192.156250 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -148192.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -148474.203125 Penalty: 3591.006592
	Iteration 4F: 3 clusters Score -148474.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -148600.312500 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -148600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148643.296875 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -148643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -148666.421875 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -148666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -148679.218750 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -148679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -148683.156250 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -148683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -148687.859375 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -148687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -148690.828125 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -148690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -148693.187500 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -148693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -148693.187500 Penalty: 3591.006592
	Iteration 13F: 3 clusters Score -148693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 240896 members 
Mstep: Class 3 contains 170356 members 
Mstep: Class 4 contains 17485 members 
Mstep: Class 5 contains 100285 members 
Mstep: Class 6 contains 38052 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158444 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 95664 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 107174 members 
Mstep: Class 14 contains 114595 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 37425 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 38777 members 
Mstep: Class 19 contains 14963 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124269 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 166538 members 
Mstep: Class 26 contains 67977 members 
Mstep: Class 27 contains 34797 members 
Mstep: Class 28 contains 4243 members 
Mstep: Class 29 contains 1045 members 
Mstep: Class 30 contains 81880 members 
Mstep: Class 31 contains 7072 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27436 members 
Mstep: Class 34 contains 349 members 
Entering Unmasked Estep 
Score: -205567920.000000 Penalty: 121378.507812
Splitting cluster 29 changes total score from -205568640.000000 to -205567920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (81880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Entering Unmasked Estep 
Score: -9701125.000000 Penalty: 2805.626465
	Iteration 0F: 2 clusters Score -9701125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -9646339.000000 Penalty: 5611.252930
	Iteration 0F: 3 clusters Score -9646339 nChanged 38364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -9668490.000000 Penalty: 5611.252930
	Iteration 1F: 3 clusters Score -9668490 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -9669446.000000 Penalty: 5611.252930
	Iteration 2Q: 3 clusters Score -9669446 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -9670531.000000 Penalty: 5611.252930
	Iteration 3Q: 3 clusters Score -9670531 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -9672165.000000 Penalty: 5611.252930
	Iteration 4Q: 3 clusters Score -9672165 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -9674323.000000 Penalty: 5611.252930
	Iteration 5F: 3 clusters Score -9674323 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -9676929.000000 Penalty: 5611.252930
	Iteration 6F: 3 clusters Score -9676929 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -9679881.000000 Penalty: 5611.252930
	Iteration 7F: 3 clusters Score -9679881 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -9683134.000000 Penalty: 5611.252930
	Iteration 8F: 3 clusters Score -9683134 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -9686177.000000 Penalty: 5611.252930
	Iteration 9F: 3 clusters Score -9686177 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -9689187.000000 Penalty: 5611.252930
	Iteration 10F: 3 clusters Score -9689187 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -9691773.000000 Penalty: 5611.252930
	Iteration 11Q: 3 clusters Score -9691773 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -9694017.000000 Penalty: 5611.252930
	Iteration 12Q: 3 clusters Score -9694017 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -9695738.000000 Penalty: 5611.252930
	Iteration 13Q: 3 clusters Score -9695738 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -9696836.000000 Penalty: 5611.252930
	Iteration 14Q: 3 clusters Score -9696836 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -9697537.000000 Penalty: 5611.252930
	Iteration 15Q: 3 clusters Score -9697537 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -9698015.000000 Penalty: 5611.252930
	Iteration 16Q: 3 clusters Score -9698015 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -9698280.000000 Penalty: 5611.252930
	Iteration 17Q: 3 clusters Score -9698280 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -9698478.000000 Penalty: 5611.252930
	Iteration 18Q: 3 clusters Score -9698478 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -9698602.000000 Penalty: 5611.252930
	Iteration 19Q: 3 clusters Score -9698602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -9698690.000000 Penalty: 5611.252930
	Iteration 20F: 3 clusters Score -9698690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -9698738.000000 Penalty: 5611.252930
	Iteration 21Q: 3 clusters Score -9698738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -9698746.000000 Penalty: 5611.252930
	Iteration 22Q: 3 clusters Score -9698746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -9698799.000000 Penalty: 5611.252930
	Iteration 23Q: 3 clusters Score -9698799 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -9698820.000000 Penalty: 5611.252930
	Iteration 24Q: 3 clusters Score -9698820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -9698856.000000 Penalty: 5611.252930
	Iteration 25Q: 3 clusters Score -9698856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -9698887.000000 Penalty: 5611.252930
	Iteration 26Q: 3 clusters Score -9698887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -9698912.000000 Penalty: 5611.252930
	Iteration 27Q: 3 clusters Score -9698912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -9698921.000000 Penalty: 5611.252930
	Iteration 28Q: 3 clusters Score -9698921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -9698924.000000 Penalty: 5611.252930
	Iteration 29Q: 3 clusters Score -9698924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -9698947.000000 Penalty: 5611.252930
	Iteration 30Q: 3 clusters Score -9698947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -9698942.000000 Penalty: 5611.252930
	Iteration 31Q: 3 clusters Score -9698942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -9698960.000000 Penalty: 5611.252930
	Iteration 32Q: 3 clusters Score -9698960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -9698957.000000 Penalty: 5611.252930
	Iteration 33Q: 3 clusters Score -9698957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -9698965.000000 Penalty: 5611.252930
	Iteration 34Q: 3 clusters Score -9698965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -9698971.000000 Penalty: 5611.252930
	Iteration 35Q: 3 clusters Score -9698971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -9698971.000000 Penalty: 5611.252930
	Iteration 36Q: 3 clusters Score -9698971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -9698973.000000 Penalty: 5611.252930
	Iteration 37Q: 3 clusters Score -9698973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -9698969.000000 Penalty: 5611.252930
	Iteration 38Q: 3 clusters Score -9698969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -9698973.000000 Penalty: 5611.252930
	Iteration 39Q: 3 clusters Score -9698973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -9698979.000000 Penalty: 5611.252930
	Iteration 40F: 3 clusters Score -9698979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -767117.937500 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -767117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -761270.562500 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -761270.6 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -763082.937500 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -763082.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -763607.937500 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -763607.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -764105.375000 Penalty: 4396.493652
	Iteration 3F: 3 clusters Score -764105.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -764550.562500 Penalty: 4396.493652
	Iteration 4F: 3 clusters Score -764550.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -764883.812500 Penalty: 4396.493652
	Iteration 5F: 3 clusters Score -764883.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -765140.875000 Penalty: 4396.493652
	Iteration 6Q: 3 clusters Score -765140.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -765353.125000 Penalty: 4396.493652
	Iteration 7Q: 3 clusters Score -765353.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -765507.937500 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -765507.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -765634.500000 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -765634.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -765737.500000 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -765737.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -765809.937500 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -765809.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -765867.750000 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -765867.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -765904.812500 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -765904.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -765945.500000 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -765945.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -765994.937500 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -765994.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -766037.625000 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -766037.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -766059.312500 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -766059.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -766075.250000 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -766075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -766079.937500 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -766079.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -766083.687500 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -766083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -766084.062500 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -766084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -766085.250000 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -766085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -766085.750000 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -766085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -766088.375000 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -766088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -766088.375000 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -766088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -766092.500000 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -766092.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -766094.687500 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -766094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -766094.187500 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -766094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -766093.750000 Penalty: 4396.493652
	Iteration 29Q: 3 clusters Score -766093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -766095.562500 Penalty: 4396.493652
	Iteration 30Q: 3 clusters Score -766095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -766095.562500 Penalty: 4396.493652
	Iteration 31F: 3 clusters Score -766095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -419191.281250 Penalty: 2044.268799
	Iteration 0F: 2 clusters Score -419191.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -415514.843750 Penalty: 4088.537598
	Iteration 0F: 3 clusters Score -415514.8 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -416366.437500 Penalty: 4088.537598
	Iteration 1F: 3 clusters Score -416366.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -416644.406250 Penalty: 4088.537598
	Iteration 2F: 3 clusters Score -416644.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -416949.281250 Penalty: 4088.537598
	Iteration 3F: 3 clusters Score -416949.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -417482.656250 Penalty: 4088.537598
	Iteration 4F: 3 clusters Score -417482.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -418219.312500 Penalty: 4088.537598
	Iteration 5F: 3 clusters Score -418219.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -418819.968750 Penalty: 4088.537598
	Iteration 6F: 3 clusters Score -418820 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -419132.250000 Penalty: 4088.537598
	Iteration 7F: 3 clusters Score -419132.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -419241.906250 Penalty: 4088.537598
	Iteration 8Q: 3 clusters Score -419241.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -419296.812500 Penalty: 4088.537598
	Iteration 9Q: 3 clusters Score -419296.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -419321.062500 Penalty: 4088.537598
	Iteration 10Q: 3 clusters Score -419321.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -419333.875000 Penalty: 4088.537598
	Iteration 11Q: 3 clusters Score -419333.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -419344.531250 Penalty: 4088.537598
	Iteration 12Q: 3 clusters Score -419344.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -419350.812500 Penalty: 4088.537598
	Iteration 13Q: 3 clusters Score -419350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -419356.156250 Penalty: 4088.537598
	Iteration 14Q: 3 clusters Score -419356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -419356.437500 Penalty: 4088.537598
	Iteration 15Q: 3 clusters Score -419356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -419357.656250 Penalty: 4088.537598
	Iteration 16Q: 3 clusters Score -419357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -419357.656250 Penalty: 4088.537598
	Iteration 17F: 3 clusters Score -419357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 240896 members 
Mstep: Class 3 contains 170356 members 
Mstep: Class 4 contains 17485 members 
Mstep: Class 5 contains 100285 members 
Mstep: Class 6 contains 38052 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158444 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 95664 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 107174 members 
Mstep: Class 14 contains 114595 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 37425 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 38777 members 
Mstep: Class 19 contains 14963 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124269 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 166538 members 
Mstep: Class 26 contains 67977 members 
Mstep: Class 27 contains 34797 members 
Mstep: Class 28 contains 4243 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81880 members 
Mstep: Class 31 contains 7072 members 
Mstep: Class 32 contains 723 members 
Mstep: Class 33 contains 27436 members 
Mstep: Class 34 contains 3078 members 
Entering Unmasked Estep 
Score: -205567968.000000 Penalty: 121378.507812
Splitting cluster 32 changes total score from -205568640.000000 to -205567968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (27436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Entering Unmasked Estep 
Score: -3159596.000000 Penalty: 2534.463623
	Iteration 0F: 2 clusters Score -3159596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3140794.500000 Penalty: 5068.927246
	Iteration 0F: 3 clusters Score -3140794 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3147381.250000 Penalty: 5068.927246
	Iteration 1F: 3 clusters Score -3147381 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3147886.250000 Penalty: 5068.927246
	Iteration 2Q: 3 clusters Score -3147886 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3148511.750000 Penalty: 5068.927246
	Iteration 3Q: 3 clusters Score -3148512 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3149386.750000 Penalty: 5068.927246
	Iteration 4F: 3 clusters Score -3149387 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3150559.250000 Penalty: 5068.927246
	Iteration 5F: 3 clusters Score -3150559 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3152257.750000 Penalty: 5068.927246
	Iteration 6F: 3 clusters Score -3152258 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3154300.000000 Penalty: 5068.927246
	Iteration 7F: 3 clusters Score -3154300 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3156165.750000 Penalty: 5068.927246
	Iteration 8F: 3 clusters Score -3156166 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3157375.750000 Penalty: 5068.927246
	Iteration 9Q: 3 clusters Score -3157376 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3158048.000000 Penalty: 5068.927246
	Iteration 10Q: 3 clusters Score -3158048 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3158424.250000 Penalty: 5068.927246
	Iteration 11Q: 3 clusters Score -3158424 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3158574.500000 Penalty: 5068.927246
	Iteration 12Q: 3 clusters Score -3158574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3158665.500000 Penalty: 5068.927246
	Iteration 13Q: 3 clusters Score -3158666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3158703.000000 Penalty: 5068.927246
	Iteration 14Q: 3 clusters Score -3158703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3158726.000000 Penalty: 5068.927246
	Iteration 15Q: 3 clusters Score -3158726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3158738.750000 Penalty: 5068.927246
	Iteration 16Q: 3 clusters Score -3158739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3158744.500000 Penalty: 5068.927246
	Iteration 17Q: 3 clusters Score -3158744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3158739.750000 Penalty: 5068.927246
	Iteration 18Q: 3 clusters Score -3158740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3158739.500000 Penalty: 5068.927246
	Iteration 19Q: 3 clusters Score -3158740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3158741.000000 Penalty: 5068.927246
	Iteration 20F: 3 clusters Score -3158741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3158742.250000 Penalty: 5068.927246
	Iteration 21Q: 3 clusters Score -3158742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3158746.000000 Penalty: 5068.927246
	Iteration 22Q: 3 clusters Score -3158746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3158751.500000 Penalty: 5068.927246
	Iteration 23Q: 3 clusters Score -3158752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3158753.500000 Penalty: 5068.927246
	Iteration 24Q: 3 clusters Score -3158754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3158749.250000 Penalty: 5068.927246
	Iteration 25Q: 3 clusters Score -3158749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3158752.750000 Penalty: 5068.927246
	Iteration 26Q: 3 clusters Score -3158753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3158753.750000 Penalty: 5068.927246
	Iteration 27Q: 3 clusters Score -3158754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3158753.750000 Penalty: 5068.927246
	Iteration 28F: 3 clusters Score -3158754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 240896 members 
Mstep: Class 3 contains 170356 members 
Mstep: Class 4 contains 17485 members 
Mstep: Class 5 contains 100285 members 
Mstep: Class 6 contains 38052 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158444 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 95664 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 107174 members 
Mstep: Class 14 contains 114595 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 37425 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 38777 members 
Mstep: Class 19 contains 14963 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124269 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 166538 members 
Mstep: Class 26 contains 67977 members 
Mstep: Class 27 contains 34797 members 
Mstep: Class 28 contains 4243 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81880 members 
Mstep: Class 31 contains 7072 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569312.000000 Penalty: 117808.554688
Iteration 119Q: 34 clusters Score -2.055693e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 241124 members 
Mstep: Class 3 contains 170304 members 
Mstep: Class 4 contains 17492 members 
Mstep: Class 5 contains 100280 members 
Mstep: Class 6 contains 38054 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158524 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 95625 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 106635 members 
Mstep: Class 14 contains 114604 members 
Mstep: Class 15 contains 30730 members 
Mstep: Class 16 contains 37474 members 
Mstep: Class 17 contains 13886 members 
Mstep: Class 18 contains 38721 members 
Mstep: Class 19 contains 14963 members 
Mstep: Class 20 contains 17779 members 
Mstep: Class 21 contains 8477 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124460 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 166556 members 
Mstep: Class 26 contains 67970 members 
Mstep: Class 27 contains 34808 members 
Mstep: Class 28 contains 4255 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81863 members 
Mstep: Class 31 contains 7147 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 27443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568976.000000 Penalty: 117808.554688
Iteration 120F: 34 clusters Score -2.05569e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 241324 members 
Mstep: Class 3 contains 170266 members 
Mstep: Class 4 contains 17499 members 
Mstep: Class 5 contains 100278 members 
Mstep: Class 6 contains 38058 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158587 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 95577 members 
Mstep: Class 12 contains 15528 members 
Mstep: Class 13 contains 106117 members 
Mstep: Class 14 contains 114620 members 
Mstep: Class 15 contains 30800 members 
Mstep: Class 16 contains 37508 members 
Mstep: Class 17 contains 13928 members 
Mstep: Class 18 contains 38669 members 
Mstep: Class 19 contains 14960 members 
Mstep: Class 20 contains 17761 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124633 members 
Mstep: Class 24 contains 7087 members 
Mstep: Class 25 contains 166576 members 
Mstep: Class 26 contains 67974 members 
Mstep: Class 27 contains 34826 members 
Mstep: Class 28 contains 4260 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81846 members 
Mstep: Class 31 contains 7225 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 27464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569104.000000 Penalty: 117808.554688
Iteration 121Q: 34 clusters Score -2.055691e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 241531 members 
Mstep: Class 3 contains 170223 members 
Mstep: Class 4 contains 17504 members 
Mstep: Class 5 contains 100278 members 
Mstep: Class 6 contains 38068 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158647 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 95551 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 105614 members 
Mstep: Class 14 contains 114626 members 
Mstep: Class 15 contains 30871 members 
Mstep: Class 16 contains 37526 members 
Mstep: Class 17 contains 13958 members 
Mstep: Class 18 contains 38634 members 
Mstep: Class 19 contains 14955 members 
Mstep: Class 20 contains 17764 members 
Mstep: Class 21 contains 8455 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124799 members 
Mstep: Class 24 contains 7088 members 
Mstep: Class 25 contains 166601 members 
Mstep: Class 26 contains 67982 members 
Mstep: Class 27 contains 34832 members 
Mstep: Class 28 contains 4263 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81836 members 
Mstep: Class 31 contains 7291 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 27482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569296.000000 Penalty: 117808.554688
Iteration 122Q: 34 clusters Score -2.055693e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 241743 members 
Mstep: Class 3 contains 170177 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 100284 members 
Mstep: Class 6 contains 38078 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158699 members 
Mstep: Class 10 contains 10161 members 
Mstep: Class 11 contains 95517 members 
Mstep: Class 12 contains 15518 members 
Mstep: Class 13 contains 105140 members 
Mstep: Class 14 contains 114635 members 
Mstep: Class 15 contains 30940 members 
Mstep: Class 16 contains 37544 members 
Mstep: Class 17 contains 13977 members 
Mstep: Class 18 contains 38597 members 
Mstep: Class 19 contains 14949 members 
Mstep: Class 20 contains 17760 members 
Mstep: Class 21 contains 8447 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 124973 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 166618 members 
Mstep: Class 26 contains 67960 members 
Mstep: Class 27 contains 34861 members 
Mstep: Class 28 contains 4266 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81827 members 
Mstep: Class 31 contains 7336 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 27499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569248.000000 Penalty: 117808.554688
Iteration 123Q: 34 clusters Score -2.055692e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 241911 members 
Mstep: Class 3 contains 170139 members 
Mstep: Class 4 contains 17521 members 
Mstep: Class 5 contains 100280 members 
Mstep: Class 6 contains 38083 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158760 members 
Mstep: Class 10 contains 10167 members 
Mstep: Class 11 contains 95471 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 104701 members 
Mstep: Class 14 contains 114645 members 
Mstep: Class 15 contains 31012 members 
Mstep: Class 16 contains 37551 members 
Mstep: Class 17 contains 14009 members 
Mstep: Class 18 contains 38558 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 20 contains 17757 members 
Mstep: Class 21 contains 8444 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 125143 members 
Mstep: Class 24 contains 7085 members 
Mstep: Class 25 contains 166614 members 
Mstep: Class 26 contains 67954 members 
Mstep: Class 27 contains 34883 members 
Mstep: Class 28 contains 4274 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81816 members 
Mstep: Class 31 contains 7383 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568944.000000 Penalty: 117808.554688
Iteration 124Q: 34 clusters Score -2.055689e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 242084 members 
Mstep: Class 3 contains 170106 members 
Mstep: Class 4 contains 17524 members 
Mstep: Class 5 contains 100274 members 
Mstep: Class 6 contains 38091 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158807 members 
Mstep: Class 10 contains 10162 members 
Mstep: Class 11 contains 95433 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 104287 members 
Mstep: Class 14 contains 114654 members 
Mstep: Class 15 contains 31092 members 
Mstep: Class 16 contains 37557 members 
Mstep: Class 17 contains 14040 members 
Mstep: Class 18 contains 38524 members 
Mstep: Class 19 contains 14920 members 
Mstep: Class 20 contains 17740 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 125301 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 166618 members 
Mstep: Class 26 contains 67947 members 
Mstep: Class 27 contains 34900 members 
Mstep: Class 28 contains 4282 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81798 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 27534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569136.000000 Penalty: 117808.554688
Iteration 125Q: 34 clusters Score -2.055691e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 242278 members 
Mstep: Class 3 contains 170076 members 
Mstep: Class 4 contains 17521 members 
Mstep: Class 5 contains 100281 members 
Mstep: Class 6 contains 38100 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158849 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 95405 members 
Mstep: Class 12 contains 15500 members 
Mstep: Class 13 contains 103882 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 14054 members 
Mstep: Class 18 contains 38494 members 
Mstep: Class 19 contains 14914 members 
Mstep: Class 20 contains 17728 members 
Mstep: Class 21 contains 8434 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 125440 members 
Mstep: Class 24 contains 7090 members 
Mstep: Class 25 contains 166630 members 
Mstep: Class 26 contains 67946 members 
Mstep: Class 27 contains 34901 members 
Mstep: Class 28 contains 4291 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81789 members 
Mstep: Class 31 contains 7484 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 27540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569376.000000 Penalty: 117808.554688
Iteration 126Q: 34 clusters Score -2.055694e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 242464 members 
Mstep: Class 3 contains 170049 members 
Mstep: Class 4 contains 17513 members 
Mstep: Class 5 contains 100272 members 
Mstep: Class 6 contains 38101 members 
Mstep: Class 7 contains 5158 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158886 members 
Mstep: Class 10 contains 10165 members 
Mstep: Class 11 contains 95369 members 
Mstep: Class 12 contains 15498 members 
Mstep: Class 13 contains 103508 members 
Mstep: Class 14 contains 114667 members 
Mstep: Class 15 contains 31231 members 
Mstep: Class 16 contains 37591 members 
Mstep: Class 17 contains 14079 members 
Mstep: Class 18 contains 38468 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 17728 members 
Mstep: Class 21 contains 8428 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 125547 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 166642 members 
Mstep: Class 26 contains 67948 members 
Mstep: Class 27 contains 34911 members 
Mstep: Class 28 contains 4304 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81780 members 
Mstep: Class 31 contains 7526 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569040.000000 Penalty: 117808.554688
Iteration 127Q: 34 clusters Score -2.05569e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 242639 members 
Mstep: Class 3 contains 170021 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 100269 members 
Mstep: Class 6 contains 38100 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158926 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 95321 members 
Mstep: Class 12 contains 15497 members 
Mstep: Class 13 contains 103126 members 
Mstep: Class 14 contains 114680 members 
Mstep: Class 15 contains 31305 members 
Mstep: Class 16 contains 37609 members 
Mstep: Class 17 contains 14100 members 
Mstep: Class 18 contains 38439 members 
Mstep: Class 19 contains 14913 members 
Mstep: Class 20 contains 17708 members 
Mstep: Class 21 contains 8423 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 125653 members 
Mstep: Class 24 contains 7092 members 
Mstep: Class 25 contains 166657 members 
Mstep: Class 26 contains 67954 members 
Mstep: Class 27 contains 34931 members 
Mstep: Class 28 contains 4314 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81770 members 
Mstep: Class 31 contains 7561 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569072.000000 Penalty: 117808.554688
Iteration 128Q: 34 clusters Score -2.055691e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 242816 members 
Mstep: Class 3 contains 169991 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 100257 members 
Mstep: Class 6 contains 38100 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158967 members 
Mstep: Class 10 contains 10179 members 
Mstep: Class 11 contains 95287 members 
Mstep: Class 12 contains 15494 members 
Mstep: Class 13 contains 102744 members 
Mstep: Class 14 contains 114681 members 
Mstep: Class 15 contains 31367 members 
Mstep: Class 16 contains 37624 members 
Mstep: Class 17 contains 14115 members 
Mstep: Class 18 contains 38416 members 
Mstep: Class 19 contains 14919 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 8418 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 125775 members 
Mstep: Class 24 contains 7093 members 
Mstep: Class 25 contains 166673 members 
Mstep: Class 26 contains 67956 members 
Mstep: Class 27 contains 34935 members 
Mstep: Class 28 contains 4319 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81773 members 
Mstep: Class 31 contains 7584 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 27580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568944.000000 Penalty: 117808.554688
Iteration 129Q: 34 clusters Score -2.055689e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 242977 members 
Mstep: Class 3 contains 169971 members 
Mstep: Class 4 contains 17513 members 
Mstep: Class 5 contains 100261 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 158996 members 
Mstep: Class 10 contains 10181 members 
Mstep: Class 11 contains 95250 members 
Mstep: Class 12 contains 15497 members 
Mstep: Class 13 contains 102370 members 
Mstep: Class 14 contains 114691 members 
Mstep: Class 15 contains 31439 members 
Mstep: Class 16 contains 37634 members 
Mstep: Class 17 contains 14139 members 
Mstep: Class 18 contains 38397 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 17697 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 125885 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 166680 members 
Mstep: Class 26 contains 67965 members 
Mstep: Class 27 contains 34928 members 
Mstep: Class 28 contains 4331 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81771 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569088.000000 Penalty: 117808.554688
Iteration 130Q: 34 clusters Score -2.055691e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 243129 members 
Mstep: Class 3 contains 169955 members 
Mstep: Class 4 contains 17512 members 
Mstep: Class 5 contains 100262 members 
Mstep: Class 6 contains 38101 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159021 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 95208 members 
Mstep: Class 12 contains 15495 members 
Mstep: Class 13 contains 102025 members 
Mstep: Class 14 contains 114704 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 37653 members 
Mstep: Class 17 contains 14155 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 17687 members 
Mstep: Class 21 contains 8403 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126000 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 166680 members 
Mstep: Class 26 contains 67976 members 
Mstep: Class 27 contains 34927 members 
Mstep: Class 28 contains 4340 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81762 members 
Mstep: Class 31 contains 7638 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569136.000000 Penalty: 117808.554688
Iteration 131Q: 34 clusters Score -2.055691e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 243267 members 
Mstep: Class 3 contains 169942 members 
Mstep: Class 4 contains 17507 members 
Mstep: Class 5 contains 100260 members 
Mstep: Class 6 contains 38109 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159052 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 95168 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 101688 members 
Mstep: Class 14 contains 114710 members 
Mstep: Class 15 contains 31552 members 
Mstep: Class 16 contains 37670 members 
Mstep: Class 17 contains 14170 members 
Mstep: Class 18 contains 38379 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 17671 members 
Mstep: Class 21 contains 8397 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126119 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 166689 members 
Mstep: Class 26 contains 67981 members 
Mstep: Class 27 contains 34941 members 
Mstep: Class 28 contains 4346 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81757 members 
Mstep: Class 31 contains 7651 members 
Mstep: Class 32 contains 3797 members 
Mstep: Class 33 contains 27622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569312.000000 Penalty: 117808.554688
Iteration 132Q: 34 clusters Score -2.055693e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 243420 members 
Mstep: Class 3 contains 169925 members 
Mstep: Class 4 contains 17498 members 
Mstep: Class 5 contains 100263 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159080 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 95141 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 101358 members 
Mstep: Class 14 contains 114708 members 
Mstep: Class 15 contains 31605 members 
Mstep: Class 16 contains 37680 members 
Mstep: Class 17 contains 14185 members 
Mstep: Class 18 contains 38366 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 17670 members 
Mstep: Class 21 contains 8390 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126222 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 166703 members 
Mstep: Class 26 contains 67993 members 
Mstep: Class 27 contains 34949 members 
Mstep: Class 28 contains 4354 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81753 members 
Mstep: Class 31 contains 7666 members 
Mstep: Class 32 contains 3796 members 
Mstep: Class 33 contains 27630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569280.000000 Penalty: 117808.554688
Iteration 133Q: 34 clusters Score -2.055693e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 243547 members 
Mstep: Class 3 contains 169897 members 
Mstep: Class 4 contains 17497 members 
Mstep: Class 5 contains 100256 members 
Mstep: Class 6 contains 38103 members 
Mstep: Class 7 contains 5067 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159101 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 95123 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 101082 members 
Mstep: Class 14 contains 114709 members 
Mstep: Class 15 contains 31672 members 
Mstep: Class 16 contains 37691 members 
Mstep: Class 17 contains 14205 members 
Mstep: Class 18 contains 38347 members 
Mstep: Class 19 contains 14903 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126313 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 166707 members 
Mstep: Class 26 contains 67999 members 
Mstep: Class 27 contains 34947 members 
Mstep: Class 28 contains 4367 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81748 members 
Mstep: Class 31 contains 7680 members 
Mstep: Class 32 contains 3797 members 
Mstep: Class 33 contains 27642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569008.000000 Penalty: 117808.554688
Iteration 134Q: 34 clusters Score -2.05569e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 243651 members 
Mstep: Class 3 contains 169869 members 
Mstep: Class 4 contains 17501 members 
Mstep: Class 5 contains 100247 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159128 members 
Mstep: Class 10 contains 10188 members 
Mstep: Class 11 contains 95098 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 100815 members 
Mstep: Class 14 contains 114714 members 
Mstep: Class 15 contains 31733 members 
Mstep: Class 16 contains 37701 members 
Mstep: Class 17 contains 14228 members 
Mstep: Class 18 contains 38334 members 
Mstep: Class 19 contains 14899 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 8380 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126397 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 166715 members 
Mstep: Class 26 contains 68007 members 
Mstep: Class 27 contains 34950 members 
Mstep: Class 28 contains 4380 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81748 members 
Mstep: Class 31 contains 7692 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569040.000000 Penalty: 117808.554688
Iteration 135Q: 34 clusters Score -2.05569e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 243768 members 
Mstep: Class 3 contains 169851 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 100243 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 5060 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159146 members 
Mstep: Class 10 contains 10188 members 
Mstep: Class 11 contains 95083 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 100558 members 
Mstep: Class 14 contains 114705 members 
Mstep: Class 15 contains 31777 members 
Mstep: Class 16 contains 37706 members 
Mstep: Class 17 contains 14244 members 
Mstep: Class 18 contains 38330 members 
Mstep: Class 19 contains 14899 members 
Mstep: Class 20 contains 17644 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126483 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 166723 members 
Mstep: Class 26 contains 67998 members 
Mstep: Class 27 contains 34956 members 
Mstep: Class 28 contains 4401 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81748 members 
Mstep: Class 31 contains 7700 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569072.000000 Penalty: 117808.554688
Iteration 136Q: 34 clusters Score -2.055691e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 243882 members 
Mstep: Class 3 contains 169835 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 100243 members 
Mstep: Class 6 contains 38105 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159162 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 100305 members 
Mstep: Class 14 contains 114704 members 
Mstep: Class 15 contains 31818 members 
Mstep: Class 16 contains 37717 members 
Mstep: Class 17 contains 14268 members 
Mstep: Class 18 contains 38326 members 
Mstep: Class 19 contains 14901 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 8370 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126578 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166730 members 
Mstep: Class 26 contains 67994 members 
Mstep: Class 27 contains 34957 members 
Mstep: Class 28 contains 4425 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81742 members 
Mstep: Class 31 contains 7705 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569232.000000 Penalty: 117808.554688
Iteration 137Q: 34 clusters Score -2.055692e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 244003 members 
Mstep: Class 3 contains 169804 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 100241 members 
Mstep: Class 6 contains 38102 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159189 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 95048 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 100049 members 
Mstep: Class 14 contains 114703 members 
Mstep: Class 15 contains 31875 members 
Mstep: Class 16 contains 37723 members 
Mstep: Class 17 contains 14285 members 
Mstep: Class 18 contains 38322 members 
Mstep: Class 19 contains 14905 members 
Mstep: Class 20 contains 17623 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126650 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 166743 members 
Mstep: Class 26 contains 67991 members 
Mstep: Class 27 contains 34978 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81736 members 
Mstep: Class 31 contains 7713 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569104.000000 Penalty: 117808.554688
Iteration 138Q: 34 clusters Score -2.055691e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 244119 members 
Mstep: Class 3 contains 169791 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 100243 members 
Mstep: Class 6 contains 38105 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159210 members 
Mstep: Class 10 contains 10166 members 
Mstep: Class 11 contains 95029 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 99801 members 
Mstep: Class 14 contains 114695 members 
Mstep: Class 15 contains 31935 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 17 contains 14294 members 
Mstep: Class 18 contains 38325 members 
Mstep: Class 19 contains 14904 members 
Mstep: Class 20 contains 17613 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126715 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166745 members 
Mstep: Class 26 contains 67991 members 
Mstep: Class 27 contains 34999 members 
Mstep: Class 28 contains 4477 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81733 members 
Mstep: Class 31 contains 7720 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569376.000000 Penalty: 117808.554688
Iteration 139Q: 34 clusters Score -2.055694e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 244244 members 
Mstep: Class 3 contains 169773 members 
Mstep: Class 4 contains 17507 members 
Mstep: Class 5 contains 100241 members 
Mstep: Class 6 contains 38102 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159225 members 
Mstep: Class 10 contains 10167 members 
Mstep: Class 11 contains 95017 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 99576 members 
Mstep: Class 14 contains 114697 members 
Mstep: Class 15 contains 31977 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 17 contains 14300 members 
Mstep: Class 18 contains 38324 members 
Mstep: Class 19 contains 14906 members 
Mstep: Class 20 contains 17608 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126772 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 166756 members 
Mstep: Class 26 contains 67994 members 
Mstep: Class 27 contains 34999 members 
Mstep: Class 28 contains 4513 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81733 members 
Mstep: Class 31 contains 7725 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569440.000000 Penalty: 117808.554688
Iteration 140F: 34 clusters Score -2.055694e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 244327 members 
Mstep: Class 3 contains 169771 members 
Mstep: Class 4 contains 17508 members 
Mstep: Class 5 contains 100232 members 
Mstep: Class 6 contains 38099 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159234 members 
Mstep: Class 10 contains 10166 members 
Mstep: Class 11 contains 95012 members 
Mstep: Class 12 contains 15477 members 
Mstep: Class 13 contains 99362 members 
Mstep: Class 14 contains 114698 members 
Mstep: Class 15 contains 32019 members 
Mstep: Class 16 contains 37716 members 
Mstep: Class 17 contains 14310 members 
Mstep: Class 18 contains 38326 members 
Mstep: Class 19 contains 14913 members 
Mstep: Class 20 contains 17604 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126832 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166777 members 
Mstep: Class 26 contains 67984 members 
Mstep: Class 27 contains 35013 members 
Mstep: Class 28 contains 4554 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81731 members 
Mstep: Class 31 contains 7729 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569552.000000 Penalty: 117808.554688
Iteration 141Q: 34 clusters Score -2.055696e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 244409 members 
Mstep: Class 3 contains 169757 members 
Mstep: Class 4 contains 17508 members 
Mstep: Class 5 contains 100228 members 
Mstep: Class 6 contains 38090 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159243 members 
Mstep: Class 10 contains 10169 members 
Mstep: Class 11 contains 95002 members 
Mstep: Class 12 contains 15478 members 
Mstep: Class 13 contains 99144 members 
Mstep: Class 14 contains 114713 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 17 contains 14323 members 
Mstep: Class 18 contains 38326 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 17597 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126904 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166785 members 
Mstep: Class 26 contains 67979 members 
Mstep: Class 27 contains 35001 members 
Mstep: Class 28 contains 4603 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81732 members 
Mstep: Class 31 contains 7738 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569424.000000 Penalty: 117808.554688
Iteration 142Q: 34 clusters Score -2.055694e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 244534 members 
Mstep: Class 3 contains 169737 members 
Mstep: Class 4 contains 17507 members 
Mstep: Class 5 contains 100229 members 
Mstep: Class 6 contains 38085 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159255 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 94983 members 
Mstep: Class 12 contains 15477 members 
Mstep: Class 13 contains 98905 members 
Mstep: Class 14 contains 114713 members 
Mstep: Class 15 contains 32122 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 17 contains 14334 members 
Mstep: Class 18 contains 38320 members 
Mstep: Class 19 contains 14911 members 
Mstep: Class 20 contains 17589 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 126981 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 166794 members 
Mstep: Class 26 contains 67972 members 
Mstep: Class 27 contains 35012 members 
Mstep: Class 28 contains 4667 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81731 members 
Mstep: Class 31 contains 7734 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569264.000000 Penalty: 117808.554688
Iteration 143Q: 34 clusters Score -2.055693e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 244639 members 
Mstep: Class 3 contains 169721 members 
Mstep: Class 4 contains 17505 members 
Mstep: Class 5 contains 100231 members 
Mstep: Class 6 contains 38084 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159265 members 
Mstep: Class 10 contains 10175 members 
Mstep: Class 11 contains 94966 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 98690 members 
Mstep: Class 14 contains 114708 members 
Mstep: Class 15 contains 32174 members 
Mstep: Class 16 contains 37725 members 
Mstep: Class 17 contains 14338 members 
Mstep: Class 18 contains 38316 members 
Mstep: Class 19 contains 14913 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 127027 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 166806 members 
Mstep: Class 26 contains 67967 members 
Mstep: Class 27 contains 35003 members 
Mstep: Class 28 contains 4735 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81726 members 
Mstep: Class 31 contains 7733 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569312.000000 Penalty: 117808.554688
Iteration 144Q: 34 clusters Score -2.055693e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 244747 members 
Mstep: Class 3 contains 169700 members 
Mstep: Class 4 contains 17509 members 
Mstep: Class 5 contains 100231 members 
Mstep: Class 6 contains 38079 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159282 members 
Mstep: Class 10 contains 10176 members 
Mstep: Class 11 contains 94950 members 
Mstep: Class 12 contains 15479 members 
Mstep: Class 13 contains 98473 members 
Mstep: Class 14 contains 114706 members 
Mstep: Class 15 contains 32227 members 
Mstep: Class 16 contains 37727 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 38309 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 17598 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 127076 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 166818 members 
Mstep: Class 26 contains 67973 members 
Mstep: Class 27 contains 35000 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 1394 members 
Mstep: Class 30 contains 81726 members 
Mstep: Class 31 contains 7729 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568928.000000 Penalty: 117808.554688
Iteration 145Q: 34 clusters Score -2.055689e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 244880 members 
Mstep: Class 3 contains 169706 members 
Mstep: Class 4 contains 17507 members 
Mstep: Class 5 contains 100233 members 
Mstep: Class 6 contains 38078 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159272 members 
Mstep: Class 10 contains 10181 members 
Mstep: Class 11 contains 94935 members 
Mstep: Class 12 contains 15478 members 
Mstep: Class 13 contains 98253 members 
Mstep: Class 14 contains 114704 members 
Mstep: Class 15 contains 32274 members 
Mstep: Class 16 contains 37729 members 
Mstep: Class 17 contains 14339 members 
Mstep: Class 18 contains 38299 members 
Mstep: Class 19 contains 14921 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 127120 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166830 members 
Mstep: Class 26 contains 67978 members 
Mstep: Class 27 contains 34973 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81714 members 
Mstep: Class 31 contains 7729 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 27341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569024.000000 Penalty: 117808.554688
Iteration 146Q: 34 clusters Score -2.05569e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 245018 members 
Mstep: Class 3 contains 169701 members 
Mstep: Class 4 contains 17506 members 
Mstep: Class 5 contains 100240 members 
Mstep: Class 6 contains 38077 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159273 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 94924 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 98056 members 
Mstep: Class 14 contains 114707 members 
Mstep: Class 15 contains 32316 members 
Mstep: Class 16 contains 37734 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 38280 members 
Mstep: Class 19 contains 14920 members 
Mstep: Class 20 contains 17607 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127155 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166849 members 
Mstep: Class 26 contains 67969 members 
Mstep: Class 27 contains 34945 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81699 members 
Mstep: Class 31 contains 7739 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 27247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569120.000000 Penalty: 117808.554688
Iteration 147Q: 34 clusters Score -2.055691e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 245187 members 
Mstep: Class 3 contains 169709 members 
Mstep: Class 4 contains 17503 members 
Mstep: Class 5 contains 100236 members 
Mstep: Class 6 contains 38075 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159277 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 94914 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 97860 members 
Mstep: Class 14 contains 114708 members 
Mstep: Class 15 contains 32362 members 
Mstep: Class 16 contains 37735 members 
Mstep: Class 17 contains 14340 members 
Mstep: Class 18 contains 38262 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 17619 members 
Mstep: Class 21 contains 8356 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127185 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166863 members 
Mstep: Class 26 contains 67967 members 
Mstep: Class 27 contains 34890 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81692 members 
Mstep: Class 31 contains 7741 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 27148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569088.000000 Penalty: 117808.554688
Iteration 148Q: 34 clusters Score -2.055691e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 245362 members 
Mstep: Class 3 contains 169706 members 
Mstep: Class 4 contains 17503 members 
Mstep: Class 5 contains 100238 members 
Mstep: Class 6 contains 38073 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159279 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 94895 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 97663 members 
Mstep: Class 14 contains 114706 members 
Mstep: Class 15 contains 32402 members 
Mstep: Class 16 contains 37742 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 38246 members 
Mstep: Class 19 contains 14927 members 
Mstep: Class 20 contains 17623 members 
Mstep: Class 21 contains 8353 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127219 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166871 members 
Mstep: Class 26 contains 67961 members 
Mstep: Class 27 contains 34834 members 
Mstep: Class 28 contains 5266 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81684 members 
Mstep: Class 31 contains 7748 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 27070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569296.000000 Penalty: 117808.554688
Iteration 149Q: 34 clusters Score -2.055693e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 245558 members 
Mstep: Class 3 contains 169713 members 
Mstep: Class 4 contains 17505 members 
Mstep: Class 5 contains 100239 members 
Mstep: Class 6 contains 38074 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159272 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 94874 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 97467 members 
Mstep: Class 14 contains 114696 members 
Mstep: Class 15 contains 32441 members 
Mstep: Class 16 contains 37736 members 
Mstep: Class 17 contains 14348 members 
Mstep: Class 18 contains 38233 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 20 contains 17622 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127253 members 
Mstep: Class 24 contains 7093 members 
Mstep: Class 25 contains 166880 members 
Mstep: Class 26 contains 67948 members 
Mstep: Class 27 contains 34800 members 
Mstep: Class 28 contains 5353 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81668 members 
Mstep: Class 31 contains 7756 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 27004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569376.000000 Penalty: 117808.554688
Iteration 150Q: 34 clusters Score -2.055694e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 245709 members 
Mstep: Class 3 contains 169728 members 
Mstep: Class 4 contains 17501 members 
Mstep: Class 5 contains 100241 members 
Mstep: Class 6 contains 38080 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159262 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94858 members 
Mstep: Class 12 contains 15478 members 
Mstep: Class 13 contains 97273 members 
Mstep: Class 14 contains 114690 members 
Mstep: Class 15 contains 32484 members 
Mstep: Class 16 contains 37731 members 
Mstep: Class 17 contains 14356 members 
Mstep: Class 18 contains 38228 members 
Mstep: Class 19 contains 14927 members 
Mstep: Class 20 contains 17618 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127276 members 
Mstep: Class 24 contains 7092 members 
Mstep: Class 25 contains 166885 members 
Mstep: Class 26 contains 67943 members 
Mstep: Class 27 contains 34756 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 81659 members 
Mstep: Class 31 contains 7764 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 26983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569488.000000 Penalty: 117808.554688
Iteration 151Q: 34 clusters Score -2.055695e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 245841 members 
Mstep: Class 3 contains 169741 members 
Mstep: Class 4 contains 17501 members 
Mstep: Class 5 contains 100239 members 
Mstep: Class 6 contains 38090 members 
Mstep: Class 7 contains 5033 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159254 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 94851 members 
Mstep: Class 12 contains 15473 members 
Mstep: Class 13 contains 97092 members 
Mstep: Class 14 contains 114686 members 
Mstep: Class 15 contains 32533 members 
Mstep: Class 16 contains 37726 members 
Mstep: Class 17 contains 14359 members 
Mstep: Class 18 contains 38217 members 
Mstep: Class 19 contains 14929 members 
Mstep: Class 20 contains 17616 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127298 members 
Mstep: Class 24 contains 7093 members 
Mstep: Class 25 contains 166904 members 
Mstep: Class 26 contains 67942 members 
Mstep: Class 27 contains 34700 members 
Mstep: Class 28 contains 5477 members 
Mstep: Class 29 contains 1396 members 
Mstep: Class 30 contains 81647 members 
Mstep: Class 31 contains 7779 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569392.000000 Penalty: 117808.554688
Iteration 152Q: 34 clusters Score -2.055694e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 245962 members 
Mstep: Class 3 contains 169747 members 
Mstep: Class 4 contains 17500 members 
Mstep: Class 5 contains 100236 members 
Mstep: Class 6 contains 38092 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159253 members 
Mstep: Class 10 contains 10186 members 
Mstep: Class 11 contains 94840 members 
Mstep: Class 12 contains 15472 members 
Mstep: Class 13 contains 96914 members 
Mstep: Class 14 contains 114686 members 
Mstep: Class 15 contains 32584 members 
Mstep: Class 16 contains 37722 members 
Mstep: Class 17 contains 14361 members 
Mstep: Class 18 contains 38201 members 
Mstep: Class 19 contains 14927 members 
Mstep: Class 20 contains 17619 members 
Mstep: Class 21 contains 8345 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127327 members 
Mstep: Class 24 contains 7092 members 
Mstep: Class 25 contains 166912 members 
Mstep: Class 26 contains 67932 members 
Mstep: Class 27 contains 34677 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 1397 members 
Mstep: Class 30 contains 81631 members 
Mstep: Class 31 contains 7791 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 26958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569568.000000 Penalty: 117808.554688
Iteration 153Q: 34 clusters Score -2.055696e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 246074 members 
Mstep: Class 3 contains 169752 members 
Mstep: Class 4 contains 17497 members 
Mstep: Class 5 contains 100239 members 
Mstep: Class 6 contains 38097 members 
Mstep: Class 7 contains 5029 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159250 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 94826 members 
Mstep: Class 12 contains 15469 members 
Mstep: Class 13 contains 96744 members 
Mstep: Class 14 contains 114682 members 
Mstep: Class 15 contains 32626 members 
Mstep: Class 16 contains 37717 members 
Mstep: Class 17 contains 14362 members 
Mstep: Class 18 contains 38201 members 
Mstep: Class 19 contains 14927 members 
Mstep: Class 20 contains 17623 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127362 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 166931 members 
Mstep: Class 26 contains 67927 members 
Mstep: Class 27 contains 34641 members 
Mstep: Class 28 contains 5553 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81621 members 
Mstep: Class 31 contains 7799 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 26941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569648.000000 Penalty: 117808.554688
Iteration 154Q: 34 clusters Score -2.055696e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 246190 members 
Mstep: Class 3 contains 169754 members 
Mstep: Class 4 contains 17493 members 
Mstep: Class 5 contains 100240 members 
Mstep: Class 6 contains 38096 members 
Mstep: Class 7 contains 5031 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159246 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94820 members 
Mstep: Class 12 contains 15464 members 
Mstep: Class 13 contains 96570 members 
Mstep: Class 14 contains 114685 members 
Mstep: Class 15 contains 32660 members 
Mstep: Class 16 contains 37709 members 
Mstep: Class 17 contains 14369 members 
Mstep: Class 18 contains 38197 members 
Mstep: Class 19 contains 14929 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127397 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166959 members 
Mstep: Class 26 contains 67921 members 
Mstep: Class 27 contains 34602 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81610 members 
Mstep: Class 31 contains 7806 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569696.000000 Penalty: 117808.554688
Iteration 155Q: 34 clusters Score -2.055697e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 246290 members 
Mstep: Class 3 contains 169760 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 100240 members 
Mstep: Class 6 contains 38096 members 
Mstep: Class 7 contains 5030 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159242 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 94811 members 
Mstep: Class 12 contains 15464 members 
Mstep: Class 13 contains 96406 members 
Mstep: Class 14 contains 114683 members 
Mstep: Class 15 contains 32706 members 
Mstep: Class 16 contains 37712 members 
Mstep: Class 17 contains 14373 members 
Mstep: Class 18 contains 38193 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127418 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 166977 members 
Mstep: Class 26 contains 67920 members 
Mstep: Class 27 contains 34582 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81594 members 
Mstep: Class 31 contains 7811 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569856.000000 Penalty: 117808.554688
Iteration 156Q: 34 clusters Score -2.055699e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 246380 members 
Mstep: Class 3 contains 169763 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 100239 members 
Mstep: Class 6 contains 38099 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 94801 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 114675 members 
Mstep: Class 15 contains 32750 members 
Mstep: Class 16 contains 37719 members 
Mstep: Class 17 contains 14376 members 
Mstep: Class 18 contains 38185 members 
Mstep: Class 19 contains 14934 members 
Mstep: Class 20 contains 17625 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127450 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 166989 members 
Mstep: Class 26 contains 67921 members 
Mstep: Class 27 contains 34560 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81587 members 
Mstep: Class 31 contains 7813 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570016.000000 Penalty: 117808.554688
Iteration 157Q: 34 clusters Score -2.0557e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 246463 members 
Mstep: Class 3 contains 169764 members 
Mstep: Class 4 contains 17486 members 
Mstep: Class 5 contains 100246 members 
Mstep: Class 6 contains 38099 members 
Mstep: Class 7 contains 5033 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94792 members 
Mstep: Class 12 contains 15466 members 
Mstep: Class 13 contains 96086 members 
Mstep: Class 14 contains 114670 members 
Mstep: Class 15 contains 32782 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 17 contains 14381 members 
Mstep: Class 18 contains 38181 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 17618 members 
Mstep: Class 21 contains 8344 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127487 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 167006 members 
Mstep: Class 26 contains 67918 members 
Mstep: Class 27 contains 34542 members 
Mstep: Class 28 contains 5679 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81582 members 
Mstep: Class 31 contains 7811 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569984.000000 Penalty: 117808.554688
Iteration 158Q: 34 clusters Score -2.0557e+08 nChanged 412
Entering ConstructFrom: 
Score: -205569984.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Entering Unmasked Estep 
Score: -2343520.000000 Penalty: 2463.202637
	Iteration 0F: 2 clusters Score -2343520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2328973.000000 Penalty: 4926.405273
	Iteration 0F: 3 clusters Score -2328973 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2334333.750000 Penalty: 4926.405273
	Iteration 1F: 3 clusters Score -2334334 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2335243.250000 Penalty: 4926.405273
	Iteration 2F: 3 clusters Score -2335243 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2336230.500000 Penalty: 4926.405273
	Iteration 3F: 3 clusters Score -2336230 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2337301.750000 Penalty: 4926.405273
	Iteration 4F: 3 clusters Score -2337302 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2338310.750000 Penalty: 4926.405273
	Iteration 5F: 3 clusters Score -2338311 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2339173.250000 Penalty: 4926.405273
	Iteration 6F: 3 clusters Score -2339173 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2339834.000000 Penalty: 4926.405273
	Iteration 7Q: 3 clusters Score -2339834 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2340282.250000 Penalty: 4926.405273
	Iteration 8Q: 3 clusters Score -2340282 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2340594.250000 Penalty: 4926.405273
	Iteration 9Q: 3 clusters Score -2340594 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2340805.250000 Penalty: 4926.405273
	Iteration 10Q: 3 clusters Score -2340805 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2340952.250000 Penalty: 4926.405273
	Iteration 11Q: 3 clusters Score -2340952 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2341059.000000 Penalty: 4926.405273
	Iteration 12Q: 3 clusters Score -2341059 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2341157.250000 Penalty: 4926.405273
	Iteration 13Q: 3 clusters Score -2341157 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2341231.250000 Penalty: 4926.405273
	Iteration 14Q: 3 clusters Score -2341231 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2341285.000000 Penalty: 4926.405273
	Iteration 15Q: 3 clusters Score -2341285 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2341343.000000 Penalty: 4926.405273
	Iteration 16Q: 3 clusters Score -2341343 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2341397.250000 Penalty: 4926.405273
	Iteration 17Q: 3 clusters Score -2341397 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2341472.250000 Penalty: 4926.405273
	Iteration 18Q: 3 clusters Score -2341472 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2341546.000000 Penalty: 4926.405273
	Iteration 19Q: 3 clusters Score -2341546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2341638.000000 Penalty: 4926.405273
	Iteration 20F: 3 clusters Score -2341638 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2341725.500000 Penalty: 4926.405273
	Iteration 21Q: 3 clusters Score -2341726 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2341830.250000 Penalty: 4926.405273
	Iteration 22Q: 3 clusters Score -2341830 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2341930.000000 Penalty: 4926.405273
	Iteration 23Q: 3 clusters Score -2341930 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2342021.750000 Penalty: 4926.405273
	Iteration 24Q: 3 clusters Score -2342022 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2342130.500000 Penalty: 4926.405273
	Iteration 25Q: 3 clusters Score -2342130 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2342251.000000 Penalty: 4926.405273
	Iteration 26Q: 3 clusters Score -2342251 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2342359.500000 Penalty: 4926.405273
	Iteration 27Q: 3 clusters Score -2342360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2342445.000000 Penalty: 4926.405273
	Iteration 28Q: 3 clusters Score -2342445 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2342539.750000 Penalty: 4926.405273
	Iteration 29Q: 3 clusters Score -2342540 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2342636.000000 Penalty: 4926.405273
	Iteration 30Q: 3 clusters Score -2342636 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2342700.000000 Penalty: 4926.405273
	Iteration 31Q: 3 clusters Score -2342700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2342761.250000 Penalty: 4926.405273
	Iteration 32Q: 3 clusters Score -2342761 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2342805.000000 Penalty: 4926.405273
	Iteration 33Q: 3 clusters Score -2342805 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2342826.750000 Penalty: 4926.405273
	Iteration 34Q: 3 clusters Score -2342827 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2342854.000000 Penalty: 4926.405273
	Iteration 35Q: 3 clusters Score -2342854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2342874.250000 Penalty: 4926.405273
	Iteration 36Q: 3 clusters Score -2342874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2342884.750000 Penalty: 4926.405273
	Iteration 37Q: 3 clusters Score -2342885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2342897.500000 Penalty: 4926.405273
	Iteration 38Q: 3 clusters Score -2342898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2342905.000000 Penalty: 4926.405273
	Iteration 39Q: 3 clusters Score -2342905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2342914.500000 Penalty: 4926.405273
	Iteration 40F: 3 clusters Score -2342914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2342915.500000 Penalty: 4926.405273
	Iteration 41Q: 3 clusters Score -2342916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2342927.000000 Penalty: 4926.405273
	Iteration 42Q: 3 clusters Score -2342927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2342927.000000 Penalty: 4926.405273
	Iteration 43Q: 3 clusters Score -2342927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2342929.250000 Penalty: 4926.405273
	Iteration 44Q: 3 clusters Score -2342929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2342938.250000 Penalty: 4926.405273
	Iteration 45Q: 3 clusters Score -2342938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2342942.250000 Penalty: 4926.405273
	Iteration 46Q: 3 clusters Score -2342942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2342942.000000 Penalty: 4926.405273
	Iteration 47Q: 3 clusters Score -2342942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2342942.000000 Penalty: 4926.405273
	Iteration 48Q: 3 clusters Score -2342942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2342944.250000 Penalty: 4926.405273
	Iteration 49Q: 3 clusters Score -2342944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2342944.000000 Penalty: 4926.405273
	Iteration 50Q: 3 clusters Score -2342944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2342941.750000 Penalty: 4926.405273
	Iteration 51Q: 3 clusters Score -2342942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2342943.750000 Penalty: 4926.405273
	Iteration 52Q: 3 clusters Score -2342944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2342941.750000 Penalty: 4926.405273
	Iteration 53Q: 3 clusters Score -2342942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2342941.750000 Penalty: 4926.405273
	Iteration 54Q: 3 clusters Score -2342942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2342941.750000 Penalty: 4926.405273
	Iteration 55F: 3 clusters Score -2342942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246546 members 
Entering Unmasked Estep 
Score: -28861482.000000 Penalty: 3078.995361
	Iteration 0F: 2 clusters Score -2.886148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -28695748.000000 Penalty: 6157.990723
	Iteration 0F: 3 clusters Score -2.869575e+07 nChanged 118957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 132212 members 
Entering Unmasked Estep 
Score: -28765852.000000 Penalty: 6157.990723
	Iteration 1F: 3 clusters Score -2.876585e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 137653 members 
Entering Unmasked Estep 
Score: -28767606.000000 Penalty: 6157.990723
	Iteration 2Q: 3 clusters Score -2.876761e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 146253 members 
Entering Unmasked Estep 
Score: -28771450.000000 Penalty: 6157.990723
	Iteration 3Q: 3 clusters Score -2.877145e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -28778798.000000 Penalty: 6157.990723
	Iteration 4F: 3 clusters Score -2.87788e+07 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 177925 members 
Entering Unmasked Estep 
Score: -28792070.000000 Penalty: 6157.990723
	Iteration 5F: 3 clusters Score -2.879207e+07 nChanged 23138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 201031 members 
Entering Unmasked Estep 
Score: -28812562.000000 Penalty: 6157.990723
	Iteration 6F: 3 clusters Score -2.881256e+07 nChanged 22423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 223450 members 
Entering Unmasked Estep 
Score: -28835216.000000 Penalty: 6157.990723
	Iteration 7F: 3 clusters Score -2.883522e+07 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 238236 members 
Entering Unmasked Estep 
Score: -28850474.000000 Penalty: 6157.990723
	Iteration 8F: 3 clusters Score -2.885047e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 244219 members 
Entering Unmasked Estep 
Score: -28856402.000000 Penalty: 6157.990723
	Iteration 9Q: 3 clusters Score -2.88564e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 245906 members 
Entering Unmasked Estep 
Score: -28858022.000000 Penalty: 6157.990723
	Iteration 10Q: 3 clusters Score -2.885802e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 246231 members 
Entering Unmasked Estep 
Score: -28858500.000000 Penalty: 6157.990723
	Iteration 11Q: 3 clusters Score -2.88585e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 246290 members 
Entering Unmasked Estep 
Score: -28858650.000000 Penalty: 6157.990723
	Iteration 12Q: 3 clusters Score -2.885865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 246303 members 
Entering Unmasked Estep 
Score: -28858750.000000 Penalty: 6157.990723
	Iteration 13Q: 3 clusters Score -2.885875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246301 members 
Entering Unmasked Estep 
Score: -28858826.000000 Penalty: 6157.990723
	Iteration 14Q: 3 clusters Score -2.885883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246301 members 
Entering Unmasked Estep 
Score: -28858860.000000 Penalty: 6157.990723
	Iteration 15Q: 3 clusters Score -2.885886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246302 members 
Entering Unmasked Estep 
Score: -28858896.000000 Penalty: 6157.990723
	Iteration 16Q: 3 clusters Score -2.88589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246305 members 
Entering Unmasked Estep 
Score: -28858898.000000 Penalty: 6157.990723
	Iteration 17Q: 3 clusters Score -2.88589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246309 members 
Entering Unmasked Estep 
Score: -28858912.000000 Penalty: 6157.990723
	Iteration 18Q: 3 clusters Score -2.885891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 246312 members 
Entering Unmasked Estep 
Score: -28858928.000000 Penalty: 6157.990723
	Iteration 19Q: 3 clusters Score -2.885893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 246312 members 
Entering Unmasked Estep 
Score: -28858990.000000 Penalty: 6157.990723
	Iteration 20F: 3 clusters Score -2.885899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246301 members 
Entering Unmasked Estep 
Score: -28858984.000000 Penalty: 6157.990723
	Iteration 21Q: 3 clusters Score -2.885898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 246296 members 
Entering Unmasked Estep 
Score: -28858958.000000 Penalty: 6157.990723
	Iteration 22Q: 3 clusters Score -2.885896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 246295 members 
Entering Unmasked Estep 
Score: -28859020.000000 Penalty: 6157.990723
	Iteration 23Q: 3 clusters Score -2.885902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246293 members 
Entering Unmasked Estep 
Score: -28859006.000000 Penalty: 6157.990723
	Iteration 24Q: 3 clusters Score -2.885901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 246292 members 
Entering Unmasked Estep 
Score: -28859044.000000 Penalty: 6157.990723
	Iteration 25Q: 3 clusters Score -2.885904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246291 members 
Entering Unmasked Estep 
Score: -28859092.000000 Penalty: 6157.990723
	Iteration 26Q: 3 clusters Score -2.885909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 246283 members 
Entering Unmasked Estep 
Score: -28859120.000000 Penalty: 6157.990723
	Iteration 27Q: 3 clusters Score -2.885912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246280 members 
Entering Unmasked Estep 
Score: -28859144.000000 Penalty: 6157.990723
	Iteration 28Q: 3 clusters Score -2.885914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 246283 members 
Entering Unmasked Estep 
Score: -28859150.000000 Penalty: 6157.990723
	Iteration 29Q: 3 clusters Score -2.885915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246284 members 
Entering Unmasked Estep 
Score: -28859146.000000 Penalty: 6157.990723
	Iteration 30Q: 3 clusters Score -2.885915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 246282 members 
Entering Unmasked Estep 
Score: -28859140.000000 Penalty: 6157.990723
	Iteration 31Q: 3 clusters Score -2.885914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246281 members 
Entering Unmasked Estep 
Score: -28859148.000000 Penalty: 6157.990723
	Iteration 32Q: 3 clusters Score -2.885915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 246281 members 
Entering Unmasked Estep 
Score: -28859152.000000 Penalty: 6157.990723
	Iteration 33F: 3 clusters Score -2.885915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246280 members 
Entering Unmasked Estep 
Score: -28859138.000000 Penalty: 6157.990723
	Iteration 34Q: 3 clusters Score -2.885914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246277 members 
Entering Unmasked Estep 
Score: -28859140.000000 Penalty: 6157.990723
	Iteration 35Q: 3 clusters Score -2.885914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 246274 members 
Entering Unmasked Estep 
Score: -28859178.000000 Penalty: 6157.990723
	Iteration 36Q: 3 clusters Score -2.885918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 246273 members 
Entering Unmasked Estep 
Score: -28859166.000000 Penalty: 6157.990723
	Iteration 37Q: 3 clusters Score -2.885917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 246270 members 
Entering Unmasked Estep 
Score: -28859172.000000 Penalty: 6157.990723
	Iteration 38Q: 3 clusters Score -2.885917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 246267 members 
Entering Unmasked Estep 
Score: -28859168.000000 Penalty: 6157.990723
	Iteration 39Q: 3 clusters Score -2.885917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 246266 members 
Entering Unmasked Estep 
Score: -28859184.000000 Penalty: 6157.990723
	Iteration 40F: 3 clusters Score -2.885918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 246266 members 
Entering Unmasked Estep 
Score: -28859178.000000 Penalty: 6157.990723
	Iteration 41Q: 3 clusters Score -2.885918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 246265 members 
Entering Unmasked Estep 
Score: -28859186.000000 Penalty: 6157.990723
	Iteration 42Q: 3 clusters Score -2.885919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 246265 members 
Entering Unmasked Estep 
Score: -28859186.000000 Penalty: 6157.990723
	Iteration 43F: 3 clusters Score -2.885919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169767 members 
Entering Unmasked Estep 
Score: -20334206.000000 Penalty: 2986.461182
	Iteration 0F: 2 clusters Score -2.033421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -20223494.000000 Penalty: 5972.922363
	Iteration 0F: 3 clusters Score -2.022349e+07 nChanged 81284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -20271078.000000 Penalty: 5972.922363
	Iteration 1F: 3 clusters Score -2.027108e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -20272630.000000 Penalty: 5972.922363
	Iteration 2Q: 3 clusters Score -2.027263e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -20274758.000000 Penalty: 5972.922363
	Iteration 3Q: 3 clusters Score -2.027476e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -20277626.000000 Penalty: 5972.922363
	Iteration 4Q: 3 clusters Score -2.027763e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -20281278.000000 Penalty: 5972.922363
	Iteration 5Q: 3 clusters Score -2.028128e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -20285776.000000 Penalty: 5972.922363
	Iteration 6F: 3 clusters Score -2.028578e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -20292028.000000 Penalty: 5972.922363
	Iteration 7F: 3 clusters Score -2.029203e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -20300506.000000 Penalty: 5972.922363
	Iteration 8F: 3 clusters Score -2.030051e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -20309918.000000 Penalty: 5972.922363
	Iteration 9F: 3 clusters Score -2.030992e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -20316118.000000 Penalty: 5972.922363
	Iteration 10F: 3 clusters Score -2.031612e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -20318754.000000 Penalty: 5972.922363
	Iteration 11Q: 3 clusters Score -2.031875e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -20319822.000000 Penalty: 5972.922363
	Iteration 12Q: 3 clusters Score -2.031982e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -20320576.000000 Penalty: 5972.922363
	Iteration 13Q: 3 clusters Score -2.032058e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -20321248.000000 Penalty: 5972.922363
	Iteration 14Q: 3 clusters Score -2.032125e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -20321798.000000 Penalty: 5972.922363
	Iteration 15Q: 3 clusters Score -2.03218e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -20322446.000000 Penalty: 5972.922363
	Iteration 16Q: 3 clusters Score -2.032245e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -20323114.000000 Penalty: 5972.922363
	Iteration 17Q: 3 clusters Score -2.032311e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113715 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -20323474.000000 Penalty: 5972.922363
	Iteration 18Q: 3 clusters Score -2.032347e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114784 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -20323728.000000 Penalty: 5972.922363
	Iteration 19Q: 3 clusters Score -2.032373e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -20324054.000000 Penalty: 5972.922363
	Iteration 20F: 3 clusters Score -2.032405e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -20324286.000000 Penalty: 5972.922363
	Iteration 21Q: 3 clusters Score -2.032429e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -20324408.000000 Penalty: 5972.922363
	Iteration 22Q: 3 clusters Score -2.032441e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -20324546.000000 Penalty: 5972.922363
	Iteration 23Q: 3 clusters Score -2.032455e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -20324716.000000 Penalty: 5972.922363
	Iteration 24Q: 3 clusters Score -2.032472e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -20324834.000000 Penalty: 5972.922363
	Iteration 25Q: 3 clusters Score -2.032483e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121606 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -20325000.000000 Penalty: 5972.922363
	Iteration 26Q: 3 clusters Score -2.0325e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122663 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -20325204.000000 Penalty: 5972.922363
	Iteration 27Q: 3 clusters Score -2.03252e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123713 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -20325416.000000 Penalty: 5972.922363
	Iteration 28Q: 3 clusters Score -2.032542e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -20325604.000000 Penalty: 5972.922363
	Iteration 29Q: 3 clusters Score -2.03256e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -20325744.000000 Penalty: 5972.922363
	Iteration 30Q: 3 clusters Score -2.032574e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -20325926.000000 Penalty: 5972.922363
	Iteration 31Q: 3 clusters Score -2.032593e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127967 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -20326100.000000 Penalty: 5972.922363
	Iteration 32Q: 3 clusters Score -2.03261e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -20326264.000000 Penalty: 5972.922363
	Iteration 33Q: 3 clusters Score -2.032626e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -20326434.000000 Penalty: 5972.922363
	Iteration 34Q: 3 clusters Score -2.032643e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131237 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -20326624.000000 Penalty: 5972.922363
	Iteration 35Q: 3 clusters Score -2.032662e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -20326680.000000 Penalty: 5972.922363
	Iteration 36Q: 3 clusters Score -2.032668e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133473 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -20326796.000000 Penalty: 5972.922363
	Iteration 37Q: 3 clusters Score -2.03268e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -20327070.000000 Penalty: 5972.922363
	Iteration 38Q: 3 clusters Score -2.032707e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -20327324.000000 Penalty: 5972.922363
	Iteration 39Q: 3 clusters Score -2.032732e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -20327552.000000 Penalty: 5972.922363
	Iteration 40F: 3 clusters Score -2.032755e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138318 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -20327724.000000 Penalty: 5972.922363
	Iteration 41Q: 3 clusters Score -2.032772e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -20328046.000000 Penalty: 5972.922363
	Iteration 42Q: 3 clusters Score -2.032805e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140690 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -20328270.000000 Penalty: 5972.922363
	Iteration 43Q: 3 clusters Score -2.032827e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141850 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -20328504.000000 Penalty: 5972.922363
	Iteration 44Q: 3 clusters Score -2.03285e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143008 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -20328822.000000 Penalty: 5972.922363
	Iteration 45Q: 3 clusters Score -2.032882e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -20329106.000000 Penalty: 5972.922363
	Iteration 46Q: 3 clusters Score -2.032911e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -20329374.000000 Penalty: 5972.922363
	Iteration 47Q: 3 clusters Score -2.032937e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -20329616.000000 Penalty: 5972.922363
	Iteration 48Q: 3 clusters Score -2.032962e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147557 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -20329872.000000 Penalty: 5972.922363
	Iteration 49Q: 3 clusters Score -2.032987e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -20330144.000000 Penalty: 5972.922363
	Iteration 50Q: 3 clusters Score -2.033014e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -20330336.000000 Penalty: 5972.922363
	Iteration 51Q: 3 clusters Score -2.033034e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -20330464.000000 Penalty: 5972.922363
	Iteration 52Q: 3 clusters Score -2.033046e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -20330616.000000 Penalty: 5972.922363
	Iteration 53Q: 3 clusters Score -2.033062e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -20330820.000000 Penalty: 5972.922363
	Iteration 54Q: 3 clusters Score -2.033082e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -20331080.000000 Penalty: 5972.922363
	Iteration 55Q: 3 clusters Score -2.033108e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -20331268.000000 Penalty: 5972.922363
	Iteration 56Q: 3 clusters Score -2.033127e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -20331338.000000 Penalty: 5972.922363
	Iteration 57Q: 3 clusters Score -2.033134e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -20331480.000000 Penalty: 5972.922363
	Iteration 58Q: 3 clusters Score -2.033148e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -20331692.000000 Penalty: 5972.922363
	Iteration 59Q: 3 clusters Score -2.033169e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -20331796.000000 Penalty: 5972.922363
	Iteration 60F: 3 clusters Score -2.03318e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -20331984.000000 Penalty: 5972.922363
	Iteration 61Q: 3 clusters Score -2.033198e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -20332106.000000 Penalty: 5972.922363
	Iteration 62Q: 3 clusters Score -2.033211e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -20332130.000000 Penalty: 5972.922363
	Iteration 63Q: 3 clusters Score -2.033213e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -20332180.000000 Penalty: 5972.922363
	Iteration 64Q: 3 clusters Score -2.033218e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -20332226.000000 Penalty: 5972.922363
	Iteration 65Q: 3 clusters Score -2.033223e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -20332226.000000 Penalty: 5972.922363
	Iteration 66Q: 3 clusters Score -2.033223e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -20332244.000000 Penalty: 5972.922363
	Iteration 67Q: 3 clusters Score -2.033224e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164087 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -20332310.000000 Penalty: 5972.922363
	Iteration 68Q: 3 clusters Score -2.033231e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164488 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -20332334.000000 Penalty: 5972.922363
	Iteration 69Q: 3 clusters Score -2.033233e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -20332340.000000 Penalty: 5972.922363
	Iteration 70Q: 3 clusters Score -2.033234e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165176 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -20332360.000000 Penalty: 5972.922363
	Iteration 71Q: 3 clusters Score -2.033236e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -20332346.000000 Penalty: 5972.922363
	Iteration 72Q: 3 clusters Score -2.033235e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165734 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -20332370.000000 Penalty: 5972.922363
	Iteration 73Q: 3 clusters Score -2.033237e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -20332372.000000 Penalty: 5972.922363
	Iteration 74Q: 3 clusters Score -2.033237e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166196 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -20332396.000000 Penalty: 5972.922363
	Iteration 75Q: 3 clusters Score -2.03324e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20332410.000000 Penalty: 5972.922363
	Iteration 76Q: 3 clusters Score -2.033241e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -20332420.000000 Penalty: 5972.922363
	Iteration 77Q: 3 clusters Score -2.033242e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -20332460.000000 Penalty: 5972.922363
	Iteration 78Q: 3 clusters Score -2.033246e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -20332476.000000 Penalty: 5972.922363
	Iteration 79Q: 3 clusters Score -2.033248e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -20332478.000000 Penalty: 5972.922363
	Iteration 80F: 3 clusters Score -2.033248e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -20332570.000000 Penalty: 5972.922363
	Iteration 81Q: 3 clusters Score -2.033257e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20332606.000000 Penalty: 5972.922363
	Iteration 82Q: 3 clusters Score -2.033261e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -20332590.000000 Penalty: 5972.922363
	Iteration 83Q: 3 clusters Score -2.033259e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20332600.000000 Penalty: 5972.922363
	Iteration 84Q: 3 clusters Score -2.03326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167325 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -20332610.000000 Penalty: 5972.922363
	Iteration 85Q: 3 clusters Score -2.033261e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -20332608.000000 Penalty: 5972.922363
	Iteration 86Q: 3 clusters Score -2.033261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167404 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -20332584.000000 Penalty: 5972.922363
	Iteration 87Q: 3 clusters Score -2.033258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167433 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20332564.000000 Penalty: 5972.922363
	Iteration 88Q: 3 clusters Score -2.033256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20332582.000000 Penalty: 5972.922363
	Iteration 89Q: 3 clusters Score -2.033258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167482 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -20332584.000000 Penalty: 5972.922363
	Iteration 90Q: 3 clusters Score -2.033258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -20332580.000000 Penalty: 5972.922363
	Iteration 91Q: 3 clusters Score -2.033258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167524 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -20332586.000000 Penalty: 5972.922363
	Iteration 92Q: 3 clusters Score -2.033259e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167540 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -20332608.000000 Penalty: 5972.922363
	Iteration 93Q: 3 clusters Score -2.033261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167561 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -20332584.000000 Penalty: 5972.922363
	Iteration 94Q: 3 clusters Score -2.033258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -20332616.000000 Penalty: 5972.922363
	Iteration 95Q: 3 clusters Score -2.033262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167602 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -20332608.000000 Penalty: 5972.922363
	Iteration 96Q: 3 clusters Score -2.033261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -20332616.000000 Penalty: 5972.922363
	Iteration 97Q: 3 clusters Score -2.033262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20332614.000000 Penalty: 5972.922363
	Iteration 98Q: 3 clusters Score -2.033261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20332630.000000 Penalty: 5972.922363
	Iteration 99Q: 3 clusters Score -2.033263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167648 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -20332626.000000 Penalty: 5972.922363
	Iteration 100F: 3 clusters Score -2.033263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20332620.000000 Penalty: 5972.922363
	Iteration 101Q: 3 clusters Score -2.033262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20332618.000000 Penalty: 5972.922363
	Iteration 102Q: 3 clusters Score -2.033262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -20332604.000000 Penalty: 5972.922363
	Iteration 103Q: 3 clusters Score -2.03326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167654 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20332610.000000 Penalty: 5972.922363
	Iteration 104Q: 3 clusters Score -2.033261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167656 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -20332606.000000 Penalty: 5972.922363
	Iteration 105Q: 3 clusters Score -2.033261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167658 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20332610.000000 Penalty: 5972.922363
	Iteration 106Q: 3 clusters Score -2.033261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167664 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -20332616.000000 Penalty: 5972.922363
	Iteration 107Q: 3 clusters Score -2.033262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167669 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20332608.000000 Penalty: 5972.922363
	Iteration 108Q: 3 clusters Score -2.033261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20332614.000000 Penalty: 5972.922363
	Iteration 109Q: 3 clusters Score -2.033261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -20332618.000000 Penalty: 5972.922363
	Iteration 110Q: 3 clusters Score -2.033262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -20332620.000000 Penalty: 5972.922363
	Iteration 111Q: 3 clusters Score -2.033262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20332614.000000 Penalty: 5972.922363
	Iteration 112Q: 3 clusters Score -2.033261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -20332612.000000 Penalty: 5972.922363
	Iteration 113Q: 3 clusters Score -2.033261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -20332630.000000 Penalty: 5972.922363
	Iteration 114Q: 3 clusters Score -2.033263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20332640.000000 Penalty: 5972.922363
	Iteration 115Q: 3 clusters Score -2.033264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -20332662.000000 Penalty: 5972.922363
	Iteration 116Q: 3 clusters Score -2.033266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167721 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20332684.000000 Penalty: 5972.922363
	Iteration 117Q: 3 clusters Score -2.033268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167731 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -20332674.000000 Penalty: 5972.922363
	Iteration 118Q: 3 clusters Score -2.033267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20332656.000000 Penalty: 5972.922363
	Iteration 119Q: 3 clusters Score -2.033266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20332680.000000 Penalty: 5972.922363
	Iteration 120F: 3 clusters Score -2.033268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20332682.000000 Penalty: 5972.922363
	Iteration 121Q: 3 clusters Score -2.033268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167780 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -20332680.000000 Penalty: 5972.922363
	Iteration 122Q: 3 clusters Score -2.033268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20332672.000000 Penalty: 5972.922363
	Iteration 123Q: 3 clusters Score -2.033267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -20332684.000000 Penalty: 5972.922363
	Iteration 124Q: 3 clusters Score -2.033268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167801 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -20332668.000000 Penalty: 5972.922363
	Iteration 125Q: 3 clusters Score -2.033267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167807 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20332660.000000 Penalty: 5972.922363
	Iteration 126Q: 3 clusters Score -2.033266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20332650.000000 Penalty: 5972.922363
	Iteration 127Q: 3 clusters Score -2.033265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20332660.000000 Penalty: 5972.922363
	Iteration 128Q: 3 clusters Score -2.033266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20332666.000000 Penalty: 5972.922363
	Iteration 129Q: 3 clusters Score -2.033267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20332652.000000 Penalty: 5972.922363
	Iteration 130Q: 3 clusters Score -2.033265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -20332650.000000 Penalty: 5972.922363
	Iteration 131Q: 3 clusters Score -2.033265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -20332656.000000 Penalty: 5972.922363
	Iteration 132Q: 3 clusters Score -2.033266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -20332656.000000 Penalty: 5972.922363
	Iteration 133F: 3 clusters Score -2.033266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Entering Unmasked Estep 
Score: -1958538.500000 Penalty: 2422.764648
	Iteration 0F: 2 clusters Score -1958538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1946088.875000 Penalty: 4845.529297
	Iteration 0F: 3 clusters Score -1946089 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1950660.250000 Penalty: 4845.529297
	Iteration 1F: 3 clusters Score -1950660 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1951662.250000 Penalty: 4845.529297
	Iteration 2F: 3 clusters Score -1951662 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1952878.750000 Penalty: 4845.529297
	Iteration 3F: 3 clusters Score -1952879 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1954184.500000 Penalty: 4845.529297
	Iteration 4F: 3 clusters Score -1954184 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1955231.000000 Penalty: 4845.529297
	Iteration 5F: 3 clusters Score -1955231 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1955857.375000 Penalty: 4845.529297
	Iteration 6F: 3 clusters Score -1955857 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1956215.500000 Penalty: 4845.529297
	Iteration 7Q: 3 clusters Score -1956216 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1956419.875000 Penalty: 4845.529297
	Iteration 8Q: 3 clusters Score -1956420 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1956550.750000 Penalty: 4845.529297
	Iteration 9Q: 3 clusters Score -1956551 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1956628.125000 Penalty: 4845.529297
	Iteration 10Q: 3 clusters Score -1956628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1956688.500000 Penalty: 4845.529297
	Iteration 11Q: 3 clusters Score -1956688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1956743.125000 Penalty: 4845.529297
	Iteration 12Q: 3 clusters Score -1956743 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1956784.000000 Penalty: 4845.529297
	Iteration 13Q: 3 clusters Score -1956784 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1956837.500000 Penalty: 4845.529297
	Iteration 14Q: 3 clusters Score -1956838 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1956887.750000 Penalty: 4845.529297
	Iteration 15Q: 3 clusters Score -1956888 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1956956.750000 Penalty: 4845.529297
	Iteration 16Q: 3 clusters Score -1956957 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1957017.625000 Penalty: 4845.529297
	Iteration 17Q: 3 clusters Score -1957018 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1957092.000000 Penalty: 4845.529297
	Iteration 18Q: 3 clusters Score -1957092 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1957158.625000 Penalty: 4845.529297
	Iteration 19Q: 3 clusters Score -1957159 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1957222.000000 Penalty: 4845.529297
	Iteration 20F: 3 clusters Score -1957222 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1957269.375000 Penalty: 4845.529297
	Iteration 21Q: 3 clusters Score -1957269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1957301.375000 Penalty: 4845.529297
	Iteration 22Q: 3 clusters Score -1957301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1957338.875000 Penalty: 4845.529297
	Iteration 23Q: 3 clusters Score -1957339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1957383.000000 Penalty: 4845.529297
	Iteration 24Q: 3 clusters Score -1957383 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1957403.000000 Penalty: 4845.529297
	Iteration 25Q: 3 clusters Score -1957403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1957413.250000 Penalty: 4845.529297
	Iteration 26Q: 3 clusters Score -1957413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1957427.125000 Penalty: 4845.529297
	Iteration 27Q: 3 clusters Score -1957427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1957437.125000 Penalty: 4845.529297
	Iteration 28Q: 3 clusters Score -1957437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1957438.375000 Penalty: 4845.529297
	Iteration 29Q: 3 clusters Score -1957438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1957444.125000 Penalty: 4845.529297
	Iteration 30Q: 3 clusters Score -1957444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1957454.625000 Penalty: 4845.529297
	Iteration 31Q: 3 clusters Score -1957455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1957459.250000 Penalty: 4845.529297
	Iteration 32Q: 3 clusters Score -1957459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1957468.000000 Penalty: 4845.529297
	Iteration 33Q: 3 clusters Score -1957468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1957465.750000 Penalty: 4845.529297
	Iteration 34Q: 3 clusters Score -1957466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1957471.125000 Penalty: 4845.529297
	Iteration 35Q: 3 clusters Score -1957471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1957468.750000 Penalty: 4845.529297
	Iteration 36Q: 3 clusters Score -1957469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1957471.875000 Penalty: 4845.529297
	Iteration 37Q: 3 clusters Score -1957472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1957471.500000 Penalty: 4845.529297
	Iteration 38Q: 3 clusters Score -1957472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1957472.875000 Penalty: 4845.529297
	Iteration 39Q: 3 clusters Score -1957473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1957476.875000 Penalty: 4845.529297
	Iteration 40F: 3 clusters Score -1957477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1957478.375000 Penalty: 4845.529297
	Iteration 41Q: 3 clusters Score -1957478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1957477.750000 Penalty: 4845.529297
	Iteration 42Q: 3 clusters Score -1957478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1957478.750000 Penalty: 4845.529297
	Iteration 43Q: 3 clusters Score -1957479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1957478.625000 Penalty: 4845.529297
	Iteration 44Q: 3 clusters Score -1957479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1957483.000000 Penalty: 4845.529297
	Iteration 45Q: 3 clusters Score -1957483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1957483.000000 Penalty: 4845.529297
	Iteration 46Q: 3 clusters Score -1957483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1957481.375000 Penalty: 4845.529297
	Iteration 47Q: 3 clusters Score -1957481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1957481.375000 Penalty: 4845.529297
	Iteration 48Q: 3 clusters Score -1957481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1957481.875000 Penalty: 4845.529297
	Iteration 49Q: 3 clusters Score -1957482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1957483.625000 Penalty: 4845.529297
	Iteration 50Q: 3 clusters Score -1957484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1957484.375000 Penalty: 4845.529297
	Iteration 51Q: 3 clusters Score -1957484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1957484.875000 Penalty: 4845.529297
	Iteration 52Q: 3 clusters Score -1957485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1957484.875000 Penalty: 4845.529297
	Iteration 53F: 3 clusters Score -1957485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Entering Unmasked Estep 
Score: -11710142.000000 Penalty: 2855.824951
	Iteration 0F: 2 clusters Score -1.171014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -11642869.000000 Penalty: 5711.649902
	Iteration 0F: 3 clusters Score -1.164287e+07 nChanged 47675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -11670497.000000 Penalty: 5711.649902
	Iteration 1F: 3 clusters Score -1.16705e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -11671546.000000 Penalty: 5711.649902
	Iteration 2Q: 3 clusters Score -1.167155e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -11672906.000000 Penalty: 5711.649902
	Iteration 3Q: 3 clusters Score -1.167291e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -11674712.000000 Penalty: 5711.649902
	Iteration 4Q: 3 clusters Score -1.167471e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -11676990.000000 Penalty: 5711.649902
	Iteration 5Q: 3 clusters Score -1.167699e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -11679825.000000 Penalty: 5711.649902
	Iteration 6F: 3 clusters Score -1.167982e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -11683416.000000 Penalty: 5711.649902
	Iteration 7F: 3 clusters Score -1.168342e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -11687848.000000 Penalty: 5711.649902
	Iteration 8F: 3 clusters Score -1.168785e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -11693670.000000 Penalty: 5711.649902
	Iteration 9F: 3 clusters Score -1.169367e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -11699705.000000 Penalty: 5711.649902
	Iteration 10F: 3 clusters Score -1.16997e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -11705454.000000 Penalty: 5711.649902
	Iteration 11Q: 3 clusters Score -1.170545e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -11709900.000000 Penalty: 5711.649902
	Iteration 12Q: 3 clusters Score -1.17099e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -11712091.000000 Penalty: 5711.649902
	Iteration 13Q: 3 clusters Score -1.171209e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -11713513.000000 Penalty: 5711.649902
	Iteration 14Q: 3 clusters Score -1.171351e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -11714514.000000 Penalty: 5711.649902
	Iteration 15Q: 3 clusters Score -1.171451e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -11715412.000000 Penalty: 5711.649902
	Iteration 16Q: 3 clusters Score -1.171541e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -11716281.000000 Penalty: 5711.649902
	Iteration 17Q: 3 clusters Score -1.171628e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -11717107.000000 Penalty: 5711.649902
	Iteration 18Q: 3 clusters Score -1.171711e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -11717988.000000 Penalty: 5711.649902
	Iteration 19Q: 3 clusters Score -1.171799e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -11718557.000000 Penalty: 5711.649902
	Iteration 20F: 3 clusters Score -1.171856e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -11718976.000000 Penalty: 5711.649902
	Iteration 21Q: 3 clusters Score -1.171898e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -11719248.000000 Penalty: 5711.649902
	Iteration 22Q: 3 clusters Score -1.171925e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -11719393.000000 Penalty: 5711.649902
	Iteration 23Q: 3 clusters Score -1.171939e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -11719502.000000 Penalty: 5711.649902
	Iteration 24Q: 3 clusters Score -1.17195e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -11719567.000000 Penalty: 5711.649902
	Iteration 25Q: 3 clusters Score -1.171957e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -11719678.000000 Penalty: 5711.649902
	Iteration 26Q: 3 clusters Score -1.171968e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -11719774.000000 Penalty: 5711.649902
	Iteration 27Q: 3 clusters Score -1.171977e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -11719803.000000 Penalty: 5711.649902
	Iteration 28Q: 3 clusters Score -1.17198e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -11719824.000000 Penalty: 5711.649902
	Iteration 29Q: 3 clusters Score -1.171982e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -11719840.000000 Penalty: 5711.649902
	Iteration 30Q: 3 clusters Score -1.171984e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -11719903.000000 Penalty: 5711.649902
	Iteration 31Q: 3 clusters Score -1.17199e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -11719953.000000 Penalty: 5711.649902
	Iteration 32Q: 3 clusters Score -1.171995e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -11719962.000000 Penalty: 5711.649902
	Iteration 33Q: 3 clusters Score -1.171996e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -11719976.000000 Penalty: 5711.649902
	Iteration 34Q: 3 clusters Score -1.171998e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -11719988.000000 Penalty: 5711.649902
	Iteration 35Q: 3 clusters Score -1.171999e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -11720020.000000 Penalty: 5711.649902
	Iteration 36Q: 3 clusters Score -1.172002e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -11720046.000000 Penalty: 5711.649902
	Iteration 37Q: 3 clusters Score -1.172005e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -11720049.000000 Penalty: 5711.649902
	Iteration 38Q: 3 clusters Score -1.172005e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -11720044.000000 Penalty: 5711.649902
	Iteration 39Q: 3 clusters Score -1.172004e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -11720054.000000 Penalty: 5711.649902
	Iteration 40F: 3 clusters Score -1.172005e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -11720046.000000 Penalty: 5711.649902
	Iteration 41Q: 3 clusters Score -1.172005e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -11720047.000000 Penalty: 5711.649902
	Iteration 42Q: 3 clusters Score -1.172005e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -11720076.000000 Penalty: 5711.649902
	Iteration 43Q: 3 clusters Score -1.172008e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -11720074.000000 Penalty: 5711.649902
	Iteration 44Q: 3 clusters Score -1.172007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -11720087.000000 Penalty: 5711.649902
	Iteration 45Q: 3 clusters Score -1.172009e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -11720096.000000 Penalty: 5711.649902
	Iteration 46Q: 3 clusters Score -1.17201e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -11720111.000000 Penalty: 5711.649902
	Iteration 47Q: 3 clusters Score -1.172011e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -11720102.000000 Penalty: 5711.649902
	Iteration 48Q: 3 clusters Score -1.17201e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -11720103.000000 Penalty: 5711.649902
	Iteration 49Q: 3 clusters Score -1.17201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -11720088.000000 Penalty: 5711.649902
	Iteration 50Q: 3 clusters Score -1.172009e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -11720104.000000 Penalty: 5711.649902
	Iteration 51Q: 3 clusters Score -1.17201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -11720103.000000 Penalty: 5711.649902
	Iteration 52Q: 3 clusters Score -1.17201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -11720105.000000 Penalty: 5711.649902
	Iteration 53Q: 3 clusters Score -1.17201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -11720097.000000 Penalty: 5711.649902
	Iteration 54Q: 3 clusters Score -1.17201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -11720086.000000 Penalty: 5711.649902
	Iteration 55Q: 3 clusters Score -1.172009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -11720093.000000 Penalty: 5711.649902
	Iteration 56Q: 3 clusters Score -1.172009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -11720088.000000 Penalty: 5711.649902
	Iteration 57Q: 3 clusters Score -1.172009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -11720074.000000 Penalty: 5711.649902
	Iteration 58Q: 3 clusters Score -1.172007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -11720073.000000 Penalty: 5711.649902
	Iteration 59Q: 3 clusters Score -1.172007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -11720058.000000 Penalty: 5711.649902
	Iteration 60F: 3 clusters Score -1.172006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -11720062.000000 Penalty: 5711.649902
	Iteration 61Q: 3 clusters Score -1.172006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -11720068.000000 Penalty: 5711.649902
	Iteration 62Q: 3 clusters Score -1.172007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -11720066.000000 Penalty: 5711.649902
	Iteration 63Q: 3 clusters Score -1.172007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -11720076.000000 Penalty: 5711.649902
	Iteration 64Q: 3 clusters Score -1.172008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -11720083.000000 Penalty: 5711.649902
	Iteration 65Q: 3 clusters Score -1.172008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -11720072.000000 Penalty: 5711.649902
	Iteration 66Q: 3 clusters Score -1.172007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -11720072.000000 Penalty: 5711.649902
	Iteration 67Q: 3 clusters Score -1.172007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -11720047.000000 Penalty: 5711.649902
	Iteration 68Q: 3 clusters Score -1.172005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -11720061.000000 Penalty: 5711.649902
	Iteration 69Q: 3 clusters Score -1.172006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -11720063.000000 Penalty: 5711.649902
	Iteration 70Q: 3 clusters Score -1.172006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -11720061.000000 Penalty: 5711.649902
	Iteration 71Q: 3 clusters Score -1.172006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -11720061.000000 Penalty: 5711.649902
	Iteration 72Q: 3 clusters Score -1.172006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -11720062.000000 Penalty: 5711.649902
	Iteration 73Q: 3 clusters Score -1.172006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -11720070.000000 Penalty: 5711.649902
	Iteration 74Q: 3 clusters Score -1.172007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -11720070.000000 Penalty: 5711.649902
	Iteration 75F: 3 clusters Score -1.172007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 38174 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 34519 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 57654 members 
Entering Unmasked Estep 
Score: -205578912.000000 Penalty: 121378.507812
Splitting cluster 5 changes total score from -205569984.000000 to -205578912.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 6 (38098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Entering Unmasked Estep 
Score: -4591792.000000 Penalty: 2615.883545
	Iteration 0F: 2 clusters Score -4591792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4566120.500000 Penalty: 5231.767090
	Iteration 0F: 3 clusters Score -4566120 nChanged 17279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4575726.000000 Penalty: 5231.767090
	Iteration 1F: 3 clusters Score -4575726 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4576465.500000 Penalty: 5231.767090
	Iteration 2Q: 3 clusters Score -4576466 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4577313.000000 Penalty: 5231.767090
	Iteration 3F: 3 clusters Score -4577313 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4578444.500000 Penalty: 5231.767090
	Iteration 4F: 3 clusters Score -4578444 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4579979.500000 Penalty: 5231.767090
	Iteration 5F: 3 clusters Score -4579980 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -4581843.000000 Penalty: 5231.767090
	Iteration 6F: 3 clusters Score -4581843 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4583977.500000 Penalty: 5231.767090
	Iteration 7F: 3 clusters Score -4583978 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4585758.500000 Penalty: 5231.767090
	Iteration 8F: 3 clusters Score -4585758 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4586950.500000 Penalty: 5231.767090
	Iteration 9Q: 3 clusters Score -4586950 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4587568.500000 Penalty: 5231.767090
	Iteration 10Q: 3 clusters Score -4587568 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4587962.500000 Penalty: 5231.767090
	Iteration 11Q: 3 clusters Score -4587962 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4588242.000000 Penalty: 5231.767090
	Iteration 12Q: 3 clusters Score -4588242 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4588463.000000 Penalty: 5231.767090
	Iteration 13Q: 3 clusters Score -4588463 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4588645.500000 Penalty: 5231.767090
	Iteration 14Q: 3 clusters Score -4588646 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4588784.500000 Penalty: 5231.767090
	Iteration 15Q: 3 clusters Score -4588784 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -4588918.000000 Penalty: 5231.767090
	Iteration 16Q: 3 clusters Score -4588918 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4589043.000000 Penalty: 5231.767090
	Iteration 17Q: 3 clusters Score -4589043 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4589139.500000 Penalty: 5231.767090
	Iteration 18Q: 3 clusters Score -4589140 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4589233.500000 Penalty: 5231.767090
	Iteration 19Q: 3 clusters Score -4589234 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4589305.000000 Penalty: 5231.767090
	Iteration 20F: 3 clusters Score -4589305 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4589353.000000 Penalty: 5231.767090
	Iteration 21Q: 3 clusters Score -4589353 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4589380.000000 Penalty: 5231.767090
	Iteration 22Q: 3 clusters Score -4589380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4589419.000000 Penalty: 5231.767090
	Iteration 23Q: 3 clusters Score -4589419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4589468.500000 Penalty: 5231.767090
	Iteration 24Q: 3 clusters Score -4589468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4589486.500000 Penalty: 5231.767090
	Iteration 25Q: 3 clusters Score -4589486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4589507.000000 Penalty: 5231.767090
	Iteration 26Q: 3 clusters Score -4589507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4589527.500000 Penalty: 5231.767090
	Iteration 27Q: 3 clusters Score -4589528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4589542.000000 Penalty: 5231.767090
	Iteration 28Q: 3 clusters Score -4589542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4589552.000000 Penalty: 5231.767090
	Iteration 29Q: 3 clusters Score -4589552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4589569.000000 Penalty: 5231.767090
	Iteration 30Q: 3 clusters Score -4589569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4589577.000000 Penalty: 5231.767090
	Iteration 31Q: 3 clusters Score -4589577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4589579.000000 Penalty: 5231.767090
	Iteration 32Q: 3 clusters Score -4589579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4589588.000000 Penalty: 5231.767090
	Iteration 33Q: 3 clusters Score -4589588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4589601.000000 Penalty: 5231.767090
	Iteration 34Q: 3 clusters Score -4589601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4589606.000000 Penalty: 5231.767090
	Iteration 35Q: 3 clusters Score -4589606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4589617.000000 Penalty: 5231.767090
	Iteration 36Q: 3 clusters Score -4589617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4589629.000000 Penalty: 5231.767090
	Iteration 37Q: 3 clusters Score -4589629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4589637.500000 Penalty: 5231.767090
	Iteration 38Q: 3 clusters Score -4589638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4589640.500000 Penalty: 5231.767090
	Iteration 39Q: 3 clusters Score -4589640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4589643.000000 Penalty: 5231.767090
	Iteration 40F: 3 clusters Score -4589643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4589647.500000 Penalty: 5231.767090
	Iteration 41Q: 3 clusters Score -4589648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4589658.500000 Penalty: 5231.767090
	Iteration 42Q: 3 clusters Score -4589658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4589657.500000 Penalty: 5231.767090
	Iteration 43Q: 3 clusters Score -4589658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4589666.000000 Penalty: 5231.767090
	Iteration 44Q: 3 clusters Score -4589666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -4589673.000000 Penalty: 5231.767090
	Iteration 45Q: 3 clusters Score -4589673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4589674.000000 Penalty: 5231.767090
	Iteration 46Q: 3 clusters Score -4589674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4589671.500000 Penalty: 5231.767090
	Iteration 47Q: 3 clusters Score -4589672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4589669.500000 Penalty: 5231.767090
	Iteration 48Q: 3 clusters Score -4589670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4589673.000000 Penalty: 5231.767090
	Iteration 49Q: 3 clusters Score -4589673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4589674.000000 Penalty: 5231.767090
	Iteration 50Q: 3 clusters Score -4589674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4589674.500000 Penalty: 5231.767090
	Iteration 51Q: 3 clusters Score -4589674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4589678.000000 Penalty: 5231.767090
	Iteration 52Q: 3 clusters Score -4589678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4589683.000000 Penalty: 5231.767090
	Iteration 53Q: 3 clusters Score -4589683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4589683.000000 Penalty: 5231.767090
	Iteration 54Q: 3 clusters Score -4589683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4589680.500000 Penalty: 5231.767090
	Iteration 55Q: 3 clusters Score -4589680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4589680.000000 Penalty: 5231.767090
	Iteration 56Q: 3 clusters Score -4589680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4589674.000000 Penalty: 5231.767090
	Iteration 57Q: 3 clusters Score -4589674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4589673.000000 Penalty: 5231.767090
	Iteration 58Q: 3 clusters Score -4589673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4589676.000000 Penalty: 5231.767090
	Iteration 59Q: 3 clusters Score -4589676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4589675.500000 Penalty: 5231.767090
	Iteration 60F: 3 clusters Score -4589676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4589675.000000 Penalty: 5231.767090
	Iteration 61Q: 3 clusters Score -4589675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4589674.500000 Penalty: 5231.767090
	Iteration 62Q: 3 clusters Score -4589674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4589681.500000 Penalty: 5231.767090
	Iteration 63Q: 3 clusters Score -4589682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -4589684.000000 Penalty: 5231.767090
	Iteration 64Q: 3 clusters Score -4589684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4589681.000000 Penalty: 5231.767090
	Iteration 65Q: 3 clusters Score -4589681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4589681.000000 Penalty: 5231.767090
	Iteration 66Q: 3 clusters Score -4589681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4589681.000000 Penalty: 5231.767090
	Iteration 67Q: 3 clusters Score -4589681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4589681.000000 Penalty: 5231.767090
	Iteration 68Q: 3 clusters Score -4589681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4589680.000000 Penalty: 5231.767090
	Iteration 69Q: 3 clusters Score -4589680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4589683.000000 Penalty: 5231.767090
	Iteration 70Q: 3 clusters Score -4589683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4589687.000000 Penalty: 5231.767090
	Iteration 71Q: 3 clusters Score -4589687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4589692.500000 Penalty: 5231.767090
	Iteration 72Q: 3 clusters Score -4589692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4589692.500000 Penalty: 5231.767090
	Iteration 73F: 3 clusters Score -4589692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -589423.250000 Penalty: 2113.846191
	Iteration 0F: 2 clusters Score -589423.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -584838.312500 Penalty: 4227.692383
	Iteration 0F: 3 clusters Score -584838.3 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -585956.625000 Penalty: 4227.692383
	Iteration 1F: 3 clusters Score -585956.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -586168.750000 Penalty: 4227.692383
	Iteration 2F: 3 clusters Score -586168.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -586340.187500 Penalty: 4227.692383
	Iteration 3F: 3 clusters Score -586340.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -586452.250000 Penalty: 4227.692383
	Iteration 4Q: 3 clusters Score -586452.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -586557.875000 Penalty: 4227.692383
	Iteration 5Q: 3 clusters Score -586557.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -586651.000000 Penalty: 4227.692383
	Iteration 6Q: 3 clusters Score -586651 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -586737.437500 Penalty: 4227.692383
	Iteration 7Q: 3 clusters Score -586737.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -586828.500000 Penalty: 4227.692383
	Iteration 8Q: 3 clusters Score -586828.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -586908.062500 Penalty: 4227.692383
	Iteration 9Q: 3 clusters Score -586908.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -586981.375000 Penalty: 4227.692383
	Iteration 10Q: 3 clusters Score -586981.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -587047.625000 Penalty: 4227.692383
	Iteration 11Q: 3 clusters Score -587047.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -587118.562500 Penalty: 4227.692383
	Iteration 12Q: 3 clusters Score -587118.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -587178.625000 Penalty: 4227.692383
	Iteration 13Q: 3 clusters Score -587178.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -587236.875000 Penalty: 4227.692383
	Iteration 14Q: 3 clusters Score -587236.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -587290.437500 Penalty: 4227.692383
	Iteration 15Q: 3 clusters Score -587290.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -587338.812500 Penalty: 4227.692383
	Iteration 16Q: 3 clusters Score -587338.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -587380.625000 Penalty: 4227.692383
	Iteration 17Q: 3 clusters Score -587380.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -587424.000000 Penalty: 4227.692383
	Iteration 18Q: 3 clusters Score -587424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -587462.250000 Penalty: 4227.692383
	Iteration 19Q: 3 clusters Score -587462.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -587499.375000 Penalty: 4227.692383
	Iteration 20F: 3 clusters Score -587499.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -587534.312500 Penalty: 4227.692383
	Iteration 21Q: 3 clusters Score -587534.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -587565.687500 Penalty: 4227.692383
	Iteration 22Q: 3 clusters Score -587565.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -587588.875000 Penalty: 4227.692383
	Iteration 23Q: 3 clusters Score -587588.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -587603.875000 Penalty: 4227.692383
	Iteration 24Q: 3 clusters Score -587603.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -587625.000000 Penalty: 4227.692383
	Iteration 25Q: 3 clusters Score -587625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -587651.312500 Penalty: 4227.692383
	Iteration 26Q: 3 clusters Score -587651.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -587681.000000 Penalty: 4227.692383
	Iteration 27Q: 3 clusters Score -587681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -587705.187500 Penalty: 4227.692383
	Iteration 28Q: 3 clusters Score -587705.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -587730.062500 Penalty: 4227.692383
	Iteration 29Q: 3 clusters Score -587730.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -587753.125000 Penalty: 4227.692383
	Iteration 30Q: 3 clusters Score -587753.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -587771.312500 Penalty: 4227.692383
	Iteration 31Q: 3 clusters Score -587771.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -587782.437500 Penalty: 4227.692383
	Iteration 32Q: 3 clusters Score -587782.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -587792.250000 Penalty: 4227.692383
	Iteration 33Q: 3 clusters Score -587792.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -587802.437500 Penalty: 4227.692383
	Iteration 34Q: 3 clusters Score -587802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -587811.875000 Penalty: 4227.692383
	Iteration 35Q: 3 clusters Score -587811.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -587819.437500 Penalty: 4227.692383
	Iteration 36Q: 3 clusters Score -587819.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -587826.000000 Penalty: 4227.692383
	Iteration 37Q: 3 clusters Score -587826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -587830.375000 Penalty: 4227.692383
	Iteration 38Q: 3 clusters Score -587830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -587834.625000 Penalty: 4227.692383
	Iteration 39Q: 3 clusters Score -587834.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -587836.875000 Penalty: 4227.692383
	Iteration 40F: 3 clusters Score -587836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -587839.562500 Penalty: 4227.692383
	Iteration 41Q: 3 clusters Score -587839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -587840.687500 Penalty: 4227.692383
	Iteration 42Q: 3 clusters Score -587840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -587841.125000 Penalty: 4227.692383
	Iteration 43Q: 3 clusters Score -587841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -587842.187500 Penalty: 4227.692383
	Iteration 44Q: 3 clusters Score -587842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -587844.187500 Penalty: 4227.692383
	Iteration 45Q: 3 clusters Score -587844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -587844.062500 Penalty: 4227.692383
	Iteration 46Q: 3 clusters Score -587844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -587845.750000 Penalty: 4227.692383
	Iteration 47Q: 3 clusters Score -587845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -587847.312500 Penalty: 4227.692383
	Iteration 48Q: 3 clusters Score -587847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -587847.375000 Penalty: 4227.692383
	Iteration 49Q: 3 clusters Score -587847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -587849.437500 Penalty: 4227.692383
	Iteration 50Q: 3 clusters Score -587849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -587851.812500 Penalty: 4227.692383
	Iteration 51Q: 3 clusters Score -587851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -587851.750000 Penalty: 4227.692383
	Iteration 52Q: 3 clusters Score -587851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -587853.250000 Penalty: 4227.692383
	Iteration 53Q: 3 clusters Score -587853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -587854.000000 Penalty: 4227.692383
	Iteration 54Q: 3 clusters Score -587854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -587853.437500 Penalty: 4227.692383
	Iteration 55Q: 3 clusters Score -587853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -587855.000000 Penalty: 4227.692383
	Iteration 56Q: 3 clusters Score -587855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -587855.000000 Penalty: 4227.692383
	Iteration 57F: 3 clusters Score -587855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38740.117188 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38740.12 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 203 members 
Entering Unmasked Estep 
Score: -37446.671875 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37446.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37653.839844 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37653.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37720.492188 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -37720.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37739.136719 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37739.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37746.242188 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37746.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37753.859375 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37753.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37756.093750 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -37756.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37756.093750 Penalty: 2948.928711
	Iteration 7F: 3 clusters Score -37756.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Entering Unmasked Estep 
Score: -18981620.000000 Penalty: 2970.579346
	Iteration 0F: 2 clusters Score -1.898162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -18875670.000000 Penalty: 5941.158691
	Iteration 0F: 3 clusters Score -1.887567e+07 nChanged 76088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -18919610.000000 Penalty: 5941.158691
	Iteration 1F: 3 clusters Score -1.891961e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -18920678.000000 Penalty: 5941.158691
	Iteration 2Q: 3 clusters Score -1.892068e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -18922184.000000 Penalty: 5941.158691
	Iteration 3Q: 3 clusters Score -1.892218e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -18924496.000000 Penalty: 5941.158691
	Iteration 4Q: 3 clusters Score -1.89245e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -18928256.000000 Penalty: 5941.158691
	Iteration 5F: 3 clusters Score -1.892826e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -18934392.000000 Penalty: 5941.158691
	Iteration 6F: 3 clusters Score -1.893439e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -18942620.000000 Penalty: 5941.158691
	Iteration 7F: 3 clusters Score -1.894262e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 128925 members 
Entering Unmasked Estep 
Score: -18952574.000000 Penalty: 5941.158691
	Iteration 8F: 3 clusters Score -1.895257e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 139353 members 
Entering Unmasked Estep 
Score: -18962158.000000 Penalty: 5941.158691
	Iteration 9F: 3 clusters Score -1.896216e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -18969578.000000 Penalty: 5941.158691
	Iteration 10F: 3 clusters Score -1.896958e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -18973962.000000 Penalty: 5941.158691
	Iteration 11Q: 3 clusters Score -1.897396e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 155461 members 
Entering Unmasked Estep 
Score: -18976518.000000 Penalty: 5941.158691
	Iteration 12Q: 3 clusters Score -1.897652e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 157006 members 
Entering Unmasked Estep 
Score: -18977678.000000 Penalty: 5941.158691
	Iteration 13Q: 3 clusters Score -1.897768e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 157792 members 
Entering Unmasked Estep 
Score: -18978390.000000 Penalty: 5941.158691
	Iteration 14Q: 3 clusters Score -1.897839e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 158162 members 
Entering Unmasked Estep 
Score: -18978664.000000 Penalty: 5941.158691
	Iteration 15Q: 3 clusters Score -1.897866e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -18978858.000000 Penalty: 5941.158691
	Iteration 16Q: 3 clusters Score -1.897886e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -18978952.000000 Penalty: 5941.158691
	Iteration 17Q: 3 clusters Score -1.897895e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 158509 members 
Entering Unmasked Estep 
Score: -18979046.000000 Penalty: 5941.158691
	Iteration 18Q: 3 clusters Score -1.897905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -18979088.000000 Penalty: 5941.158691
	Iteration 19Q: 3 clusters Score -1.897909e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 158579 members 
Entering Unmasked Estep 
Score: -18979120.000000 Penalty: 5941.158691
	Iteration 20F: 3 clusters Score -1.897912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -18979132.000000 Penalty: 5941.158691
	Iteration 21Q: 3 clusters Score -1.897913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -18979142.000000 Penalty: 5941.158691
	Iteration 22Q: 3 clusters Score -1.897914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -18979170.000000 Penalty: 5941.158691
	Iteration 23Q: 3 clusters Score -1.897917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -18979186.000000 Penalty: 5941.158691
	Iteration 24Q: 3 clusters Score -1.897919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -18979164.000000 Penalty: 5941.158691
	Iteration 25Q: 3 clusters Score -1.897916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 158650 members 
Entering Unmasked Estep 
Score: -18979168.000000 Penalty: 5941.158691
	Iteration 26Q: 3 clusters Score -1.897917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 158654 members 
Entering Unmasked Estep 
Score: -18979192.000000 Penalty: 5941.158691
	Iteration 27Q: 3 clusters Score -1.897919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -18979204.000000 Penalty: 5941.158691
	Iteration 28Q: 3 clusters Score -1.89792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -18979206.000000 Penalty: 5941.158691
	Iteration 29Q: 3 clusters Score -1.897921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -18979208.000000 Penalty: 5941.158691
	Iteration 30Q: 3 clusters Score -1.897921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -18979204.000000 Penalty: 5941.158691
	Iteration 31Q: 3 clusters Score -1.89792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -18979202.000000 Penalty: 5941.158691
	Iteration 32Q: 3 clusters Score -1.89792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -18979202.000000 Penalty: 5941.158691
	Iteration 33Q: 3 clusters Score -1.89792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -18979192.000000 Penalty: 5941.158691
	Iteration 34Q: 3 clusters Score -1.897919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -18979202.000000 Penalty: 5941.158691
	Iteration 35Q: 3 clusters Score -1.89792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -18979206.000000 Penalty: 5941.158691
	Iteration 36Q: 3 clusters Score -1.897921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 158668 members 
Entering Unmasked Estep 
Score: -18979210.000000 Penalty: 5941.158691
	Iteration 37Q: 3 clusters Score -1.897921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 158668 members 
Entering Unmasked Estep 
Score: -18979210.000000 Penalty: 5941.158691
	Iteration 38F: 3 clusters Score -1.897921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Entering Unmasked Estep 
Score: -1148550.750000 Penalty: 2288.710449
	Iteration 0F: 2 clusters Score -1148551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1140753.625000 Penalty: 4577.420898
	Iteration 0F: 3 clusters Score -1140754 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1143062.750000 Penalty: 4577.420898
	Iteration 1F: 3 clusters Score -1143063 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1143412.500000 Penalty: 4577.420898
	Iteration 2F: 3 clusters Score -1143412 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1143683.875000 Penalty: 4577.420898
	Iteration 3F: 3 clusters Score -1143684 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1143921.375000 Penalty: 4577.420898
	Iteration 4Q: 3 clusters Score -1143921 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1144133.250000 Penalty: 4577.420898
	Iteration 5Q: 3 clusters Score -1144133 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1144323.250000 Penalty: 4577.420898
	Iteration 6Q: 3 clusters Score -1144323 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1144511.250000 Penalty: 4577.420898
	Iteration 7Q: 3 clusters Score -1144511 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1144702.875000 Penalty: 4577.420898
	Iteration 8Q: 3 clusters Score -1144703 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1144894.875000 Penalty: 4577.420898
	Iteration 9Q: 3 clusters Score -1144895 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1145088.000000 Penalty: 4577.420898
	Iteration 10Q: 3 clusters Score -1145088 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1145297.125000 Penalty: 4577.420898
	Iteration 11Q: 3 clusters Score -1145297 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1145515.750000 Penalty: 4577.420898
	Iteration 12Q: 3 clusters Score -1145516 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1145746.625000 Penalty: 4577.420898
	Iteration 13Q: 3 clusters Score -1145747 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1145954.625000 Penalty: 4577.420898
	Iteration 14Q: 3 clusters Score -1145955 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1146127.500000 Penalty: 4577.420898
	Iteration 15Q: 3 clusters Score -1146128 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1146246.375000 Penalty: 4577.420898
	Iteration 16Q: 3 clusters Score -1146246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1146332.625000 Penalty: 4577.420898
	Iteration 17Q: 3 clusters Score -1146333 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1146408.375000 Penalty: 4577.420898
	Iteration 18Q: 3 clusters Score -1146408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1146466.125000 Penalty: 4577.420898
	Iteration 19Q: 3 clusters Score -1146466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1146513.000000 Penalty: 4577.420898
	Iteration 20F: 3 clusters Score -1146513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1146558.500000 Penalty: 4577.420898
	Iteration 21Q: 3 clusters Score -1146558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1146588.875000 Penalty: 4577.420898
	Iteration 22Q: 3 clusters Score -1146589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1146619.625000 Penalty: 4577.420898
	Iteration 23Q: 3 clusters Score -1146620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1146635.750000 Penalty: 4577.420898
	Iteration 24Q: 3 clusters Score -1146636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1146657.875000 Penalty: 4577.420898
	Iteration 25Q: 3 clusters Score -1146658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1146673.500000 Penalty: 4577.420898
	Iteration 26Q: 3 clusters Score -1146674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1146689.125000 Penalty: 4577.420898
	Iteration 27Q: 3 clusters Score -1146689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1146697.625000 Penalty: 4577.420898
	Iteration 28Q: 3 clusters Score -1146698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1146703.375000 Penalty: 4577.420898
	Iteration 29Q: 3 clusters Score -1146703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1146705.875000 Penalty: 4577.420898
	Iteration 30Q: 3 clusters Score -1146706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1146706.875000 Penalty: 4577.420898
	Iteration 31Q: 3 clusters Score -1146707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1146714.375000 Penalty: 4577.420898
	Iteration 32Q: 3 clusters Score -1146714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1146718.750000 Penalty: 4577.420898
	Iteration 33Q: 3 clusters Score -1146719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1146723.125000 Penalty: 4577.420898
	Iteration 34Q: 3 clusters Score -1146723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1146724.250000 Penalty: 4577.420898
	Iteration 35Q: 3 clusters Score -1146724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1146727.000000 Penalty: 4577.420898
	Iteration 36Q: 3 clusters Score -1146727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1146728.500000 Penalty: 4577.420898
	Iteration 37Q: 3 clusters Score -1146728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1146729.000000 Penalty: 4577.420898
	Iteration 38Q: 3 clusters Score -1146729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1146732.500000 Penalty: 4577.420898
	Iteration 39Q: 3 clusters Score -1146732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1146736.500000 Penalty: 4577.420898
	Iteration 40F: 3 clusters Score -1146736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1146743.625000 Penalty: 4577.420898
	Iteration 41Q: 3 clusters Score -1146744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1146745.500000 Penalty: 4577.420898
	Iteration 42Q: 3 clusters Score -1146746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1146745.875000 Penalty: 4577.420898
	Iteration 43Q: 3 clusters Score -1146746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1146746.750000 Penalty: 4577.420898
	Iteration 44Q: 3 clusters Score -1146747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1146746.750000 Penalty: 4577.420898
	Iteration 45F: 3 clusters Score -1146747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Entering Unmasked Estep 
Score: -11281679.000000 Penalty: 2841.936035
	Iteration 0F: 2 clusters Score -1.128168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -11218115.000000 Penalty: 5683.872070
	Iteration 0F: 3 clusters Score -1.121812e+07 nChanged 44874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -11243768.000000 Penalty: 5683.872070
	Iteration 1F: 3 clusters Score -1.124377e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -11244596.000000 Penalty: 5683.872070
	Iteration 2Q: 3 clusters Score -1.12446e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -11245624.000000 Penalty: 5683.872070
	Iteration 3Q: 3 clusters Score -1.124562e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -11246948.000000 Penalty: 5683.872070
	Iteration 4Q: 3 clusters Score -1.124695e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -11248772.000000 Penalty: 5683.872070
	Iteration 5Q: 3 clusters Score -1.124877e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -11251240.000000 Penalty: 5683.872070
	Iteration 6Q: 3 clusters Score -1.125124e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -11254533.000000 Penalty: 5683.872070
	Iteration 7F: 3 clusters Score -1.125453e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -11258539.000000 Penalty: 5683.872070
	Iteration 8F: 3 clusters Score -1.125854e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -11262321.000000 Penalty: 5683.872070
	Iteration 9F: 3 clusters Score -1.126232e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -11264618.000000 Penalty: 5683.872070
	Iteration 10F: 3 clusters Score -1.126462e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -11265830.000000 Penalty: 5683.872070
	Iteration 11Q: 3 clusters Score -1.126583e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -11266494.000000 Penalty: 5683.872070
	Iteration 12Q: 3 clusters Score -1.126649e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -11266913.000000 Penalty: 5683.872070
	Iteration 13Q: 3 clusters Score -1.126691e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -11267325.000000 Penalty: 5683.872070
	Iteration 14Q: 3 clusters Score -1.126732e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -11267657.000000 Penalty: 5683.872070
	Iteration 15Q: 3 clusters Score -1.126766e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -11268084.000000 Penalty: 5683.872070
	Iteration 16Q: 3 clusters Score -1.126808e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -11268621.000000 Penalty: 5683.872070
	Iteration 17Q: 3 clusters Score -1.126862e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -11269261.000000 Penalty: 5683.872070
	Iteration 18Q: 3 clusters Score -1.126926e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -11269858.000000 Penalty: 5683.872070
	Iteration 19Q: 3 clusters Score -1.126986e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -11270553.000000 Penalty: 5683.872070
	Iteration 20F: 3 clusters Score -1.127055e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -11271233.000000 Penalty: 5683.872070
	Iteration 21Q: 3 clusters Score -1.127123e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -11271822.000000 Penalty: 5683.872070
	Iteration 22Q: 3 clusters Score -1.127182e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -11272373.000000 Penalty: 5683.872070
	Iteration 23Q: 3 clusters Score -1.127237e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -11272941.000000 Penalty: 5683.872070
	Iteration 24Q: 3 clusters Score -1.127294e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -11273458.000000 Penalty: 5683.872070
	Iteration 25Q: 3 clusters Score -1.127346e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -11273925.000000 Penalty: 5683.872070
	Iteration 26Q: 3 clusters Score -1.127392e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -11274418.000000 Penalty: 5683.872070
	Iteration 27Q: 3 clusters Score -1.127442e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -11274763.000000 Penalty: 5683.872070
	Iteration 28Q: 3 clusters Score -1.127476e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -11275172.000000 Penalty: 5683.872070
	Iteration 29Q: 3 clusters Score -1.127517e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -11275461.000000 Penalty: 5683.872070
	Iteration 30Q: 3 clusters Score -1.127546e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -11275760.000000 Penalty: 5683.872070
	Iteration 31Q: 3 clusters Score -1.127576e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -11276144.000000 Penalty: 5683.872070
	Iteration 32Q: 3 clusters Score -1.127614e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -11276421.000000 Penalty: 5683.872070
	Iteration 33Q: 3 clusters Score -1.127642e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -11276687.000000 Penalty: 5683.872070
	Iteration 34Q: 3 clusters Score -1.127669e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -11276980.000000 Penalty: 5683.872070
	Iteration 35Q: 3 clusters Score -1.127698e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -11277195.000000 Penalty: 5683.872070
	Iteration 36Q: 3 clusters Score -1.12772e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -11277461.000000 Penalty: 5683.872070
	Iteration 37Q: 3 clusters Score -1.127746e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -11277681.000000 Penalty: 5683.872070
	Iteration 38Q: 3 clusters Score -1.127768e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -11277889.000000 Penalty: 5683.872070
	Iteration 39Q: 3 clusters Score -1.127789e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -11278073.000000 Penalty: 5683.872070
	Iteration 40F: 3 clusters Score -1.127807e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -11278211.000000 Penalty: 5683.872070
	Iteration 41Q: 3 clusters Score -1.127821e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -11278374.000000 Penalty: 5683.872070
	Iteration 42Q: 3 clusters Score -1.127837e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -11278429.000000 Penalty: 5683.872070
	Iteration 43Q: 3 clusters Score -1.127843e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -11278554.000000 Penalty: 5683.872070
	Iteration 44Q: 3 clusters Score -1.127855e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -11278624.000000 Penalty: 5683.872070
	Iteration 45Q: 3 clusters Score -1.127862e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -11278703.000000 Penalty: 5683.872070
	Iteration 46Q: 3 clusters Score -1.12787e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -11278786.000000 Penalty: 5683.872070
	Iteration 47Q: 3 clusters Score -1.127879e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -11278860.000000 Penalty: 5683.872070
	Iteration 48Q: 3 clusters Score -1.127886e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -11278948.000000 Penalty: 5683.872070
	Iteration 49Q: 3 clusters Score -1.127895e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -11278984.000000 Penalty: 5683.872070
	Iteration 50Q: 3 clusters Score -1.127898e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11279006.000000 Penalty: 5683.872070
	Iteration 51Q: 3 clusters Score -1.127901e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -11279039.000000 Penalty: 5683.872070
	Iteration 52Q: 3 clusters Score -1.127904e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11279123.000000 Penalty: 5683.872070
	Iteration 53Q: 3 clusters Score -1.127912e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -11279145.000000 Penalty: 5683.872070
	Iteration 54Q: 3 clusters Score -1.127914e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -11279176.000000 Penalty: 5683.872070
	Iteration 55Q: 3 clusters Score -1.127918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -11279213.000000 Penalty: 5683.872070
	Iteration 56Q: 3 clusters Score -1.127921e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -11279251.000000 Penalty: 5683.872070
	Iteration 57Q: 3 clusters Score -1.127925e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -11279279.000000 Penalty: 5683.872070
	Iteration 58Q: 3 clusters Score -1.127928e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92490 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -11279299.000000 Penalty: 5683.872070
	Iteration 59Q: 3 clusters Score -1.12793e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11279324.000000 Penalty: 5683.872070
	Iteration 60F: 3 clusters Score -1.127932e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11279343.000000 Penalty: 5683.872070
	Iteration 61Q: 3 clusters Score -1.127934e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11279372.000000 Penalty: 5683.872070
	Iteration 62Q: 3 clusters Score -1.127937e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11279382.000000 Penalty: 5683.872070
	Iteration 63Q: 3 clusters Score -1.127938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11279403.000000 Penalty: 5683.872070
	Iteration 64Q: 3 clusters Score -1.12794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11279416.000000 Penalty: 5683.872070
	Iteration 65Q: 3 clusters Score -1.127942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11279393.000000 Penalty: 5683.872070
	Iteration 66Q: 3 clusters Score -1.127939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11279395.000000 Penalty: 5683.872070
	Iteration 67Q: 3 clusters Score -1.12794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -11279406.000000 Penalty: 5683.872070
	Iteration 68Q: 3 clusters Score -1.127941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -11279389.000000 Penalty: 5683.872070
	Iteration 69Q: 3 clusters Score -1.127939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11279409.000000 Penalty: 5683.872070
	Iteration 70Q: 3 clusters Score -1.127941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11279403.000000 Penalty: 5683.872070
	Iteration 71Q: 3 clusters Score -1.12794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -11279406.000000 Penalty: 5683.872070
	Iteration 72Q: 3 clusters Score -1.127941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -11279413.000000 Penalty: 5683.872070
	Iteration 73Q: 3 clusters Score -1.127941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -11279412.000000 Penalty: 5683.872070
	Iteration 74Q: 3 clusters Score -1.127941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11279414.000000 Penalty: 5683.872070
	Iteration 75Q: 3 clusters Score -1.127941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -11279417.000000 Penalty: 5683.872070
	Iteration 76Q: 3 clusters Score -1.127942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11279423.000000 Penalty: 5683.872070
	Iteration 77Q: 3 clusters Score -1.127942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11279426.000000 Penalty: 5683.872070
	Iteration 78Q: 3 clusters Score -1.127943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11279428.000000 Penalty: 5683.872070
	Iteration 79Q: 3 clusters Score -1.127943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11279427.000000 Penalty: 5683.872070
	Iteration 80F: 3 clusters Score -1.127943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11279431.000000 Penalty: 5683.872070
	Iteration 81Q: 3 clusters Score -1.127943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11279426.000000 Penalty: 5683.872070
	Iteration 82Q: 3 clusters Score -1.127943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11279427.000000 Penalty: 5683.872070
	Iteration 83Q: 3 clusters Score -1.127943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11279428.000000 Penalty: 5683.872070
	Iteration 84Q: 3 clusters Score -1.127943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11279427.000000 Penalty: 5683.872070
	Iteration 85Q: 3 clusters Score -1.127943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11279425.000000 Penalty: 5683.872070
	Iteration 86Q: 3 clusters Score -1.127942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11279425.000000 Penalty: 5683.872070
	Iteration 87F: 3 clusters Score -1.127942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Entering Unmasked Estep 
Score: -1820206.125000 Penalty: 2392.291016
	Iteration 0F: 2 clusters Score -1820206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1809009.375000 Penalty: 4784.582031
	Iteration 0F: 3 clusters Score -1809009 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1812741.250000 Penalty: 4784.582031
	Iteration 1F: 3 clusters Score -1812741 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1813174.750000 Penalty: 4784.582031
	Iteration 2F: 3 clusters Score -1813175 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1813566.375000 Penalty: 4784.582031
	Iteration 3F: 3 clusters Score -1813566 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1813999.750000 Penalty: 4784.582031
	Iteration 4F: 3 clusters Score -1814000 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1814527.625000 Penalty: 4784.582031
	Iteration 5F: 3 clusters Score -1814528 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1815085.750000 Penalty: 4784.582031
	Iteration 6F: 3 clusters Score -1815086 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1815698.125000 Penalty: 4784.582031
	Iteration 7F: 3 clusters Score -1815698 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1816321.500000 Penalty: 4784.582031
	Iteration 8F: 3 clusters Score -1816322 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1816854.500000 Penalty: 4784.582031
	Iteration 9Q: 3 clusters Score -1816854 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1817268.750000 Penalty: 4784.582031
	Iteration 10Q: 3 clusters Score -1817269 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1817577.000000 Penalty: 4784.582031
	Iteration 11Q: 3 clusters Score -1817577 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1817825.500000 Penalty: 4784.582031
	Iteration 12Q: 3 clusters Score -1817826 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1818110.375000 Penalty: 4784.582031
	Iteration 13Q: 3 clusters Score -1818110 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1818329.125000 Penalty: 4784.582031
	Iteration 14Q: 3 clusters Score -1818329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1818527.625000 Penalty: 4784.582031
	Iteration 15Q: 3 clusters Score -1818528 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1818689.625000 Penalty: 4784.582031
	Iteration 16Q: 3 clusters Score -1818690 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1818769.250000 Penalty: 4784.582031
	Iteration 17Q: 3 clusters Score -1818769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1818812.250000 Penalty: 4784.582031
	Iteration 18Q: 3 clusters Score -1818812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1818837.500000 Penalty: 4784.582031
	Iteration 19Q: 3 clusters Score -1818838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1818854.625000 Penalty: 4784.582031
	Iteration 20F: 3 clusters Score -1818855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1818866.750000 Penalty: 4784.582031
	Iteration 21Q: 3 clusters Score -1818867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1818872.500000 Penalty: 4784.582031
	Iteration 22Q: 3 clusters Score -1818872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1818877.250000 Penalty: 4784.582031
	Iteration 23Q: 3 clusters Score -1818877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1818879.625000 Penalty: 4784.582031
	Iteration 24Q: 3 clusters Score -1818880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1818883.500000 Penalty: 4784.582031
	Iteration 25Q: 3 clusters Score -1818884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1818887.750000 Penalty: 4784.582031
	Iteration 26Q: 3 clusters Score -1818888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1818892.500000 Penalty: 4784.582031
	Iteration 27Q: 3 clusters Score -1818892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1818892.125000 Penalty: 4784.582031
	Iteration 28Q: 3 clusters Score -1818892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1818894.625000 Penalty: 4784.582031
	Iteration 29Q: 3 clusters Score -1818895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1818894.625000 Penalty: 4784.582031
	Iteration 30F: 3 clusters Score -1818895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (95928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Entering Unmasked Estep 
Score: -11676898.000000 Penalty: 2844.895752
	Iteration 0F: 2 clusters Score -1.16769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -11612742.000000 Penalty: 5689.791504
	Iteration 0F: 3 clusters Score -1.161274e+07 nChanged 45411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -11638581.000000 Penalty: 5689.791504
	Iteration 1F: 3 clusters Score -1.163858e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -11639357.000000 Penalty: 5689.791504
	Iteration 2Q: 3 clusters Score -1.163936e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -11640079.000000 Penalty: 5689.791504
	Iteration 3Q: 3 clusters Score -1.164008e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -11640890.000000 Penalty: 5689.791504
	Iteration 4Q: 3 clusters Score -1.164089e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -11641709.000000 Penalty: 5689.791504
	Iteration 5Q: 3 clusters Score -1.164171e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -11642737.000000 Penalty: 5689.791504
	Iteration 6Q: 3 clusters Score -1.164274e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -11643960.000000 Penalty: 5689.791504
	Iteration 7Q: 3 clusters Score -1.164396e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -11645795.000000 Penalty: 5689.791504
	Iteration 8Q: 3 clusters Score -1.16458e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -11648310.000000 Penalty: 5689.791504
	Iteration 9Q: 3 clusters Score -1.164831e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -11651508.000000 Penalty: 5689.791504
	Iteration 10F: 3 clusters Score -1.165151e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -11655183.000000 Penalty: 5689.791504
	Iteration 11F: 3 clusters Score -1.165518e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -11657929.000000 Penalty: 5689.791504
	Iteration 12F: 3 clusters Score -1.165793e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -11659280.000000 Penalty: 5689.791504
	Iteration 13Q: 3 clusters Score -1.165928e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -11659855.000000 Penalty: 5689.791504
	Iteration 14Q: 3 clusters Score -1.165986e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -11660153.000000 Penalty: 5689.791504
	Iteration 15Q: 3 clusters Score -1.166015e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -11660424.000000 Penalty: 5689.791504
	Iteration 16Q: 3 clusters Score -1.166042e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -11660760.000000 Penalty: 5689.791504
	Iteration 17Q: 3 clusters Score -1.166076e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -11661069.000000 Penalty: 5689.791504
	Iteration 18Q: 3 clusters Score -1.166107e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -11661445.000000 Penalty: 5689.791504
	Iteration 19Q: 3 clusters Score -1.166144e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -11661861.000000 Penalty: 5689.791504
	Iteration 20F: 3 clusters Score -1.166186e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -11662340.000000 Penalty: 5689.791504
	Iteration 21Q: 3 clusters Score -1.166234e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -11662841.000000 Penalty: 5689.791504
	Iteration 22Q: 3 clusters Score -1.166284e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -11663570.000000 Penalty: 5689.791504
	Iteration 23Q: 3 clusters Score -1.166357e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -11664171.000000 Penalty: 5689.791504
	Iteration 24Q: 3 clusters Score -1.166417e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -11664885.000000 Penalty: 5689.791504
	Iteration 25Q: 3 clusters Score -1.166488e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -11665801.000000 Penalty: 5689.791504
	Iteration 26Q: 3 clusters Score -1.16658e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -11666708.000000 Penalty: 5689.791504
	Iteration 27Q: 3 clusters Score -1.166671e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -11667655.000000 Penalty: 5689.791504
	Iteration 28Q: 3 clusters Score -1.166766e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -11668667.000000 Penalty: 5689.791504
	Iteration 29Q: 3 clusters Score -1.166867e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -11669595.000000 Penalty: 5689.791504
	Iteration 30Q: 3 clusters Score -1.16696e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -11670408.000000 Penalty: 5689.791504
	Iteration 31Q: 3 clusters Score -1.167041e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -11671245.000000 Penalty: 5689.791504
	Iteration 32Q: 3 clusters Score -1.167124e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -11671943.000000 Penalty: 5689.791504
	Iteration 33Q: 3 clusters Score -1.167194e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -11672550.000000 Penalty: 5689.791504
	Iteration 34Q: 3 clusters Score -1.167255e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -11673173.000000 Penalty: 5689.791504
	Iteration 35Q: 3 clusters Score -1.167317e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -11673607.000000 Penalty: 5689.791504
	Iteration 36Q: 3 clusters Score -1.167361e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -11673972.000000 Penalty: 5689.791504
	Iteration 37Q: 3 clusters Score -1.167397e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -11674217.000000 Penalty: 5689.791504
	Iteration 38Q: 3 clusters Score -1.167422e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -11674441.000000 Penalty: 5689.791504
	Iteration 39Q: 3 clusters Score -1.167444e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -11674609.000000 Penalty: 5689.791504
	Iteration 40F: 3 clusters Score -1.167461e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -11674706.000000 Penalty: 5689.791504
	Iteration 41Q: 3 clusters Score -1.167471e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -11674765.000000 Penalty: 5689.791504
	Iteration 42Q: 3 clusters Score -1.167476e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -11674816.000000 Penalty: 5689.791504
	Iteration 43Q: 3 clusters Score -1.167482e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -11674882.000000 Penalty: 5689.791504
	Iteration 44Q: 3 clusters Score -1.167488e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -11674949.000000 Penalty: 5689.791504
	Iteration 45Q: 3 clusters Score -1.167495e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -11674990.000000 Penalty: 5689.791504
	Iteration 46Q: 3 clusters Score -1.167499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -11675046.000000 Penalty: 5689.791504
	Iteration 47Q: 3 clusters Score -1.167505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -11675088.000000 Penalty: 5689.791504
	Iteration 48Q: 3 clusters Score -1.167509e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -11675155.000000 Penalty: 5689.791504
	Iteration 49Q: 3 clusters Score -1.167516e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -11675203.000000 Penalty: 5689.791504
	Iteration 50Q: 3 clusters Score -1.16752e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -11675268.000000 Penalty: 5689.791504
	Iteration 51Q: 3 clusters Score -1.167527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -11675280.000000 Penalty: 5689.791504
	Iteration 52Q: 3 clusters Score -1.167528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -11675299.000000 Penalty: 5689.791504
	Iteration 53Q: 3 clusters Score -1.16753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -11675317.000000 Penalty: 5689.791504
	Iteration 54Q: 3 clusters Score -1.167532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -11675318.000000 Penalty: 5689.791504
	Iteration 55Q: 3 clusters Score -1.167532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -11675330.000000 Penalty: 5689.791504
	Iteration 56Q: 3 clusters Score -1.167533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -11675329.000000 Penalty: 5689.791504
	Iteration 57Q: 3 clusters Score -1.167533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -11675331.000000 Penalty: 5689.791504
	Iteration 58Q: 3 clusters Score -1.167533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -11675332.000000 Penalty: 5689.791504
	Iteration 59F: 3 clusters Score -1.167533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -11675336.000000 Penalty: 5689.791504
	Iteration 60F: 3 clusters Score -1.167534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (114662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Entering Unmasked Estep 
Score: -13615275.000000 Penalty: 2889.136475
	Iteration 0F: 2 clusters Score -1.361528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -13538613.000000 Penalty: 5778.272949
	Iteration 0F: 3 clusters Score -1.353861e+07 nChanged 54432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -13570372.000000 Penalty: 5778.272949
	Iteration 1F: 3 clusters Score -1.357037e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -13571536.000000 Penalty: 5778.272949
	Iteration 2Q: 3 clusters Score -1.357154e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -13573260.000000 Penalty: 5778.272949
	Iteration 3Q: 3 clusters Score -1.357326e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -13575610.000000 Penalty: 5778.272949
	Iteration 4Q: 3 clusters Score -1.357561e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -13578376.000000 Penalty: 5778.272949
	Iteration 5F: 3 clusters Score -1.357838e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -13581255.000000 Penalty: 5778.272949
	Iteration 6F: 3 clusters Score -1.358126e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -13584186.000000 Penalty: 5778.272949
	Iteration 7F: 3 clusters Score -1.358419e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -13587055.000000 Penalty: 5778.272949
	Iteration 8F: 3 clusters Score -1.358706e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -13589554.000000 Penalty: 5778.272949
	Iteration 9Q: 3 clusters Score -1.358955e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -13592222.000000 Penalty: 5778.272949
	Iteration 10Q: 3 clusters Score -1.359222e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -13595019.000000 Penalty: 5778.272949
	Iteration 11Q: 3 clusters Score -1.359502e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -13598045.000000 Penalty: 5778.272949
	Iteration 12Q: 3 clusters Score -1.359804e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -13601086.000000 Penalty: 5778.272949
	Iteration 13Q: 3 clusters Score -1.360109e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -13603893.000000 Penalty: 5778.272949
	Iteration 14Q: 3 clusters Score -1.360389e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -13606248.000000 Penalty: 5778.272949
	Iteration 15Q: 3 clusters Score -1.360625e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -13607841.000000 Penalty: 5778.272949
	Iteration 16Q: 3 clusters Score -1.360784e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -13608934.000000 Penalty: 5778.272949
	Iteration 17Q: 3 clusters Score -1.360893e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -13609713.000000 Penalty: 5778.272949
	Iteration 18Q: 3 clusters Score -1.360971e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -13610404.000000 Penalty: 5778.272949
	Iteration 19Q: 3 clusters Score -1.36104e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -13610901.000000 Penalty: 5778.272949
	Iteration 20F: 3 clusters Score -1.36109e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -13611375.000000 Penalty: 5778.272949
	Iteration 21Q: 3 clusters Score -1.361138e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -13611733.000000 Penalty: 5778.272949
	Iteration 22Q: 3 clusters Score -1.361173e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -13612058.000000 Penalty: 5778.272949
	Iteration 23Q: 3 clusters Score -1.361206e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -13612307.000000 Penalty: 5778.272949
	Iteration 24Q: 3 clusters Score -1.361231e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -13612491.000000 Penalty: 5778.272949
	Iteration 25Q: 3 clusters Score -1.361249e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -13612685.000000 Penalty: 5778.272949
	Iteration 26Q: 3 clusters Score -1.361268e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -13612777.000000 Penalty: 5778.272949
	Iteration 27Q: 3 clusters Score -1.361278e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -13612882.000000 Penalty: 5778.272949
	Iteration 28Q: 3 clusters Score -1.361288e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -13612981.000000 Penalty: 5778.272949
	Iteration 29Q: 3 clusters Score -1.361298e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -13613018.000000 Penalty: 5778.272949
	Iteration 30Q: 3 clusters Score -1.361302e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -13613122.000000 Penalty: 5778.272949
	Iteration 31Q: 3 clusters Score -1.361312e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -13613188.000000 Penalty: 5778.272949
	Iteration 32Q: 3 clusters Score -1.361319e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110583 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -13613213.000000 Penalty: 5778.272949
	Iteration 33Q: 3 clusters Score -1.361321e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -13613274.000000 Penalty: 5778.272949
	Iteration 34Q: 3 clusters Score -1.361327e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110966 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -13613347.000000 Penalty: 5778.272949
	Iteration 35Q: 3 clusters Score -1.361335e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111131 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -13613390.000000 Penalty: 5778.272949
	Iteration 36Q: 3 clusters Score -1.361339e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -13613441.000000 Penalty: 5778.272949
	Iteration 37Q: 3 clusters Score -1.361344e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111378 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -13613454.000000 Penalty: 5778.272949
	Iteration 38Q: 3 clusters Score -1.361345e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13613438.000000 Penalty: 5778.272949
	Iteration 39Q: 3 clusters Score -1.361344e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111531 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -13613448.000000 Penalty: 5778.272949
	Iteration 40F: 3 clusters Score -1.361345e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111599 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -13613502.000000 Penalty: 5778.272949
	Iteration 41Q: 3 clusters Score -1.36135e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111663 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -13613504.000000 Penalty: 5778.272949
	Iteration 42Q: 3 clusters Score -1.36135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -13613533.000000 Penalty: 5778.272949
	Iteration 43Q: 3 clusters Score -1.361353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111771 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -13613549.000000 Penalty: 5778.272949
	Iteration 44Q: 3 clusters Score -1.361355e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -13613567.000000 Penalty: 5778.272949
	Iteration 45Q: 3 clusters Score -1.361357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -13613571.000000 Penalty: 5778.272949
	Iteration 46Q: 3 clusters Score -1.361357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111883 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -13613540.000000 Penalty: 5778.272949
	Iteration 47Q: 3 clusters Score -1.361354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111908 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -13613567.000000 Penalty: 5778.272949
	Iteration 48Q: 3 clusters Score -1.361357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -13613576.000000 Penalty: 5778.272949
	Iteration 49Q: 3 clusters Score -1.361358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111942 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -13613576.000000 Penalty: 5778.272949
	Iteration 50Q: 3 clusters Score -1.361358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -13613571.000000 Penalty: 5778.272949
	Iteration 51Q: 3 clusters Score -1.361357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -13613578.000000 Penalty: 5778.272949
	Iteration 52Q: 3 clusters Score -1.361358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111973 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -13613581.000000 Penalty: 5778.272949
	Iteration 53Q: 3 clusters Score -1.361358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111977 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -13613582.000000 Penalty: 5778.272949
	Iteration 54Q: 3 clusters Score -1.361358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -13613576.000000 Penalty: 5778.272949
	Iteration 55Q: 3 clusters Score -1.361358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111981 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -13613582.000000 Penalty: 5778.272949
	Iteration 56Q: 3 clusters Score -1.361358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -13613585.000000 Penalty: 5778.272949
	Iteration 57Q: 3 clusters Score -1.361358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13613591.000000 Penalty: 5778.272949
	Iteration 58Q: 3 clusters Score -1.361359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13613591.000000 Penalty: 5778.272949
	Iteration 59F: 3 clusters Score -1.361359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Entering Unmasked Estep 
Score: -3970379.500000 Penalty: 2578.953613
	Iteration 0F: 2 clusters Score -3970380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3947843.000000 Penalty: 5157.907227
	Iteration 0F: 3 clusters Score -3947843 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3956140.250000 Penalty: 5157.907227
	Iteration 1F: 3 clusters Score -3956140 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3956674.750000 Penalty: 5157.907227
	Iteration 2Q: 3 clusters Score -3956675 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3957126.750000 Penalty: 5157.907227
	Iteration 3Q: 3 clusters Score -3957127 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3957548.000000 Penalty: 5157.907227
	Iteration 4Q: 3 clusters Score -3957548 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3957996.000000 Penalty: 5157.907227
	Iteration 5Q: 3 clusters Score -3957996 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3958479.000000 Penalty: 5157.907227
	Iteration 6Q: 3 clusters Score -3958479 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3959143.500000 Penalty: 5157.907227
	Iteration 7Q: 3 clusters Score -3959144 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3960011.250000 Penalty: 5157.907227
	Iteration 8Q: 3 clusters Score -3960011 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3961191.250000 Penalty: 5157.907227
	Iteration 9F: 3 clusters Score -3961191 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3962579.750000 Penalty: 5157.907227
	Iteration 10F: 3 clusters Score -3962580 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3964049.500000 Penalty: 5157.907227
	Iteration 11F: 3 clusters Score -3964050 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3965274.250000 Penalty: 5157.907227
	Iteration 12Q: 3 clusters Score -3965274 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3966239.250000 Penalty: 5157.907227
	Iteration 13Q: 3 clusters Score -3966239 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3966933.250000 Penalty: 5157.907227
	Iteration 14Q: 3 clusters Score -3966933 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3967327.000000 Penalty: 5157.907227
	Iteration 15Q: 3 clusters Score -3967327 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3967589.750000 Penalty: 5157.907227
	Iteration 16Q: 3 clusters Score -3967590 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3967762.750000 Penalty: 5157.907227
	Iteration 17Q: 3 clusters Score -3967763 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3967867.750000 Penalty: 5157.907227
	Iteration 18Q: 3 clusters Score -3967868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3967933.250000 Penalty: 5157.907227
	Iteration 19Q: 3 clusters Score -3967933 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3967977.750000 Penalty: 5157.907227
	Iteration 20F: 3 clusters Score -3967978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3968026.250000 Penalty: 5157.907227
	Iteration 21Q: 3 clusters Score -3968026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3968051.000000 Penalty: 5157.907227
	Iteration 22Q: 3 clusters Score -3968051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3968073.000000 Penalty: 5157.907227
	Iteration 23Q: 3 clusters Score -3968073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3968092.500000 Penalty: 5157.907227
	Iteration 24Q: 3 clusters Score -3968092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3968111.250000 Penalty: 5157.907227
	Iteration 25Q: 3 clusters Score -3968111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3968120.750000 Penalty: 5157.907227
	Iteration 26Q: 3 clusters Score -3968121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3968131.000000 Penalty: 5157.907227
	Iteration 27Q: 3 clusters Score -3968131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3968137.500000 Penalty: 5157.907227
	Iteration 28Q: 3 clusters Score -3968138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3968138.500000 Penalty: 5157.907227
	Iteration 29Q: 3 clusters Score -3968138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3968134.500000 Penalty: 5157.907227
	Iteration 30Q: 3 clusters Score -3968134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3968141.500000 Penalty: 5157.907227
	Iteration 31Q: 3 clusters Score -3968142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3968144.500000 Penalty: 5157.907227
	Iteration 32Q: 3 clusters Score -3968144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3968148.750000 Penalty: 5157.907227
	Iteration 33Q: 3 clusters Score -3968149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3968153.250000 Penalty: 5157.907227
	Iteration 34Q: 3 clusters Score -3968153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3968158.750000 Penalty: 5157.907227
	Iteration 35Q: 3 clusters Score -3968159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3968157.250000 Penalty: 5157.907227
	Iteration 36Q: 3 clusters Score -3968157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3968159.500000 Penalty: 5157.907227
	Iteration 37Q: 3 clusters Score -3968160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3968164.000000 Penalty: 5157.907227
	Iteration 38Q: 3 clusters Score -3968164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3968170.250000 Penalty: 5157.907227
	Iteration 39Q: 3 clusters Score -3968170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3968175.250000 Penalty: 5157.907227
	Iteration 40F: 3 clusters Score -3968175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3968172.500000 Penalty: 5157.907227
	Iteration 41Q: 3 clusters Score -3968172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3968176.500000 Penalty: 5157.907227
	Iteration 42Q: 3 clusters Score -3968176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3968180.500000 Penalty: 5157.907227
	Iteration 43Q: 3 clusters Score -3968180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3968184.000000 Penalty: 5157.907227
	Iteration 44Q: 3 clusters Score -3968184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3968184.000000 Penalty: 5157.907227
	Iteration 45F: 3 clusters Score -3968184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Entering Unmasked Estep 
Score: -4476134.500000 Penalty: 2613.410645
	Iteration 0F: 2 clusters Score -4476134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4450385.000000 Penalty: 5226.821289
	Iteration 0F: 3 clusters Score -4450385 nChanged 17335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4459974.500000 Penalty: 5226.821289
	Iteration 1F: 3 clusters Score -4459974 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -4460459.000000 Penalty: 5226.821289
	Iteration 2Q: 3 clusters Score -4460459 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4460905.500000 Penalty: 5226.821289
	Iteration 3Q: 3 clusters Score -4460906 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4461388.000000 Penalty: 5226.821289
	Iteration 4Q: 3 clusters Score -4461388 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4461845.500000 Penalty: 5226.821289
	Iteration 5Q: 3 clusters Score -4461846 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -4462293.000000 Penalty: 5226.821289
	Iteration 6Q: 3 clusters Score -4462293 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4462793.500000 Penalty: 5226.821289
	Iteration 7Q: 3 clusters Score -4462794 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4463441.000000 Penalty: 5226.821289
	Iteration 8Q: 3 clusters Score -4463441 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4464303.500000 Penalty: 5226.821289
	Iteration 9Q: 3 clusters Score -4464304 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4465465.500000 Penalty: 5226.821289
	Iteration 10F: 3 clusters Score -4465466 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4466921.500000 Penalty: 5226.821289
	Iteration 11F: 3 clusters Score -4466922 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -4468459.000000 Penalty: 5226.821289
	Iteration 12F: 3 clusters Score -4468459 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4469770.500000 Penalty: 5226.821289
	Iteration 13F: 3 clusters Score -4469770 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4470606.000000 Penalty: 5226.821289
	Iteration 14Q: 3 clusters Score -4470606 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4471087.500000 Penalty: 5226.821289
	Iteration 15Q: 3 clusters Score -4471088 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -4471315.000000 Penalty: 5226.821289
	Iteration 16Q: 3 clusters Score -4471315 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4471471.500000 Penalty: 5226.821289
	Iteration 17Q: 3 clusters Score -4471472 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4471600.000000 Penalty: 5226.821289
	Iteration 18Q: 3 clusters Score -4471600 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4471700.000000 Penalty: 5226.821289
	Iteration 19Q: 3 clusters Score -4471700 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4471809.500000 Penalty: 5226.821289
	Iteration 20F: 3 clusters Score -4471810 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4471914.500000 Penalty: 5226.821289
	Iteration 21Q: 3 clusters Score -4471914 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4472004.000000 Penalty: 5226.821289
	Iteration 22Q: 3 clusters Score -4472004 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4472096.500000 Penalty: 5226.821289
	Iteration 23Q: 3 clusters Score -4472096 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4472175.500000 Penalty: 5226.821289
	Iteration 24Q: 3 clusters Score -4472176 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4472287.000000 Penalty: 5226.821289
	Iteration 25Q: 3 clusters Score -4472287 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4472372.500000 Penalty: 5226.821289
	Iteration 26Q: 3 clusters Score -4472372 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4472434.500000 Penalty: 5226.821289
	Iteration 27Q: 3 clusters Score -4472434 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4472537.000000 Penalty: 5226.821289
	Iteration 28Q: 3 clusters Score -4472537 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -4472634.500000 Penalty: 5226.821289
	Iteration 29Q: 3 clusters Score -4472634 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4472717.000000 Penalty: 5226.821289
	Iteration 30Q: 3 clusters Score -4472717 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4472810.000000 Penalty: 5226.821289
	Iteration 31Q: 3 clusters Score -4472810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4472892.000000 Penalty: 5226.821289
	Iteration 32Q: 3 clusters Score -4472892 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4472944.000000 Penalty: 5226.821289
	Iteration 33Q: 3 clusters Score -4472944 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4473000.000000 Penalty: 5226.821289
	Iteration 34Q: 3 clusters Score -4473000 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4473064.500000 Penalty: 5226.821289
	Iteration 35Q: 3 clusters Score -4473064 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4473119.500000 Penalty: 5226.821289
	Iteration 36Q: 3 clusters Score -4473120 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4473181.000000 Penalty: 5226.821289
	Iteration 37Q: 3 clusters Score -4473181 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -4473228.000000 Penalty: 5226.821289
	Iteration 38Q: 3 clusters Score -4473228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4473290.000000 Penalty: 5226.821289
	Iteration 39Q: 3 clusters Score -4473290 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4473345.500000 Penalty: 5226.821289
	Iteration 40F: 3 clusters Score -4473346 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4473370.500000 Penalty: 5226.821289
	Iteration 41Q: 3 clusters Score -4473370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4473406.500000 Penalty: 5226.821289
	Iteration 42Q: 3 clusters Score -4473406 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4473415.000000 Penalty: 5226.821289
	Iteration 43Q: 3 clusters Score -4473415 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4473459.000000 Penalty: 5226.821289
	Iteration 44Q: 3 clusters Score -4473459 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4473508.500000 Penalty: 5226.821289
	Iteration 45Q: 3 clusters Score -4473508 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4473517.000000 Penalty: 5226.821289
	Iteration 46Q: 3 clusters Score -4473517 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4473557.500000 Penalty: 5226.821289
	Iteration 47Q: 3 clusters Score -4473558 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4473596.000000 Penalty: 5226.821289
	Iteration 48Q: 3 clusters Score -4473596 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4473625.000000 Penalty: 5226.821289
	Iteration 49Q: 3 clusters Score -4473625 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4473645.000000 Penalty: 5226.821289
	Iteration 50Q: 3 clusters Score -4473645 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4473677.500000 Penalty: 5226.821289
	Iteration 51Q: 3 clusters Score -4473678 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4473701.500000 Penalty: 5226.821289
	Iteration 52Q: 3 clusters Score -4473702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4473719.000000 Penalty: 5226.821289
	Iteration 53Q: 3 clusters Score -4473719 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4473742.000000 Penalty: 5226.821289
	Iteration 54Q: 3 clusters Score -4473742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4473760.000000 Penalty: 5226.821289
	Iteration 55Q: 3 clusters Score -4473760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4473757.500000 Penalty: 5226.821289
	Iteration 56Q: 3 clusters Score -4473758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4473770.500000 Penalty: 5226.821289
	Iteration 57Q: 3 clusters Score -4473770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4473786.500000 Penalty: 5226.821289
	Iteration 58Q: 3 clusters Score -4473786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4473800.000000 Penalty: 5226.821289
	Iteration 59Q: 3 clusters Score -4473800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4473804.500000 Penalty: 5226.821289
	Iteration 60F: 3 clusters Score -4473804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4473823.500000 Penalty: 5226.821289
	Iteration 61Q: 3 clusters Score -4473824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4473834.500000 Penalty: 5226.821289
	Iteration 62Q: 3 clusters Score -4473834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4473856.500000 Penalty: 5226.821289
	Iteration 63Q: 3 clusters Score -4473856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4473858.500000 Penalty: 5226.821289
	Iteration 64Q: 3 clusters Score -4473858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4473862.500000 Penalty: 5226.821289
	Iteration 65Q: 3 clusters Score -4473862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4473871.500000 Penalty: 5226.821289
	Iteration 66Q: 3 clusters Score -4473872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4473886.500000 Penalty: 5226.821289
	Iteration 67Q: 3 clusters Score -4473886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4473892.000000 Penalty: 5226.821289
	Iteration 68Q: 3 clusters Score -4473892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4473909.500000 Penalty: 5226.821289
	Iteration 69Q: 3 clusters Score -4473910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4473912.000000 Penalty: 5226.821289
	Iteration 70Q: 3 clusters Score -4473912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4473916.000000 Penalty: 5226.821289
	Iteration 71Q: 3 clusters Score -4473916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4473915.500000 Penalty: 5226.821289
	Iteration 72Q: 3 clusters Score -4473916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4473926.000000 Penalty: 5226.821289
	Iteration 73Q: 3 clusters Score -4473926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4473930.500000 Penalty: 5226.821289
	Iteration 74Q: 3 clusters Score -4473930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4473927.500000 Penalty: 5226.821289
	Iteration 75Q: 3 clusters Score -4473928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4473931.500000 Penalty: 5226.821289
	Iteration 76Q: 3 clusters Score -4473932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4473934.000000 Penalty: 5226.821289
	Iteration 77Q: 3 clusters Score -4473934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4473937.000000 Penalty: 5226.821289
	Iteration 78Q: 3 clusters Score -4473937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4473936.000000 Penalty: 5226.821289
	Iteration 79Q: 3 clusters Score -4473936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4473953.000000 Penalty: 5226.821289
	Iteration 80F: 3 clusters Score -4473953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4473950.500000 Penalty: 5226.821289
	Iteration 81Q: 3 clusters Score -4473950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4473951.000000 Penalty: 5226.821289
	Iteration 82Q: 3 clusters Score -4473951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4473954.000000 Penalty: 5226.821289
	Iteration 83Q: 3 clusters Score -4473954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4473957.000000 Penalty: 5226.821289
	Iteration 84Q: 3 clusters Score -4473957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4473963.500000 Penalty: 5226.821289
	Iteration 85Q: 3 clusters Score -4473964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4473966.000000 Penalty: 5226.821289
	Iteration 86Q: 3 clusters Score -4473966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4473973.500000 Penalty: 5226.821289
	Iteration 87Q: 3 clusters Score -4473974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4473968.500000 Penalty: 5226.821289
	Iteration 88Q: 3 clusters Score -4473968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4473972.000000 Penalty: 5226.821289
	Iteration 89Q: 3 clusters Score -4473972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4473972.000000 Penalty: 5226.821289
	Iteration 90Q: 3 clusters Score -4473972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4473970.500000 Penalty: 5226.821289
	Iteration 91Q: 3 clusters Score -4473970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4473971.500000 Penalty: 5226.821289
	Iteration 92Q: 3 clusters Score -4473972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4473980.000000 Penalty: 5226.821289
	Iteration 93Q: 3 clusters Score -4473980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4473985.000000 Penalty: 5226.821289
	Iteration 94Q: 3 clusters Score -4473985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4473981.500000 Penalty: 5226.821289
	Iteration 95Q: 3 clusters Score -4473982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4473982.500000 Penalty: 5226.821289
	Iteration 96Q: 3 clusters Score -4473982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4473981.500000 Penalty: 5226.821289
	Iteration 97Q: 3 clusters Score -4473982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4473985.500000 Penalty: 5226.821289
	Iteration 98Q: 3 clusters Score -4473986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4473990.500000 Penalty: 5226.821289
	Iteration 99Q: 3 clusters Score -4473990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4473996.500000 Penalty: 5226.821289
	Iteration 100F: 3 clusters Score -4473996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4474000.000000 Penalty: 5226.821289
	Iteration 101Q: 3 clusters Score -4474000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4473997.500000 Penalty: 5226.821289
	Iteration 102Q: 3 clusters Score -4473998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4474007.000000 Penalty: 5226.821289
	Iteration 103Q: 3 clusters Score -4474007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4474001.000000 Penalty: 5226.821289
	Iteration 104Q: 3 clusters Score -4474001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4474004.000000 Penalty: 5226.821289
	Iteration 105Q: 3 clusters Score -4474004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4474010.500000 Penalty: 5226.821289
	Iteration 106Q: 3 clusters Score -4474010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4474008.500000 Penalty: 5226.821289
	Iteration 107Q: 3 clusters Score -4474008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4474014.500000 Penalty: 5226.821289
	Iteration 108Q: 3 clusters Score -4474014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4474006.500000 Penalty: 5226.821289
	Iteration 109Q: 3 clusters Score -4474006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4474018.000000 Penalty: 5226.821289
	Iteration 110Q: 3 clusters Score -4474018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4474019.500000 Penalty: 5226.821289
	Iteration 111Q: 3 clusters Score -4474020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4474018.500000 Penalty: 5226.821289
	Iteration 112Q: 3 clusters Score -4474018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4474035.500000 Penalty: 5226.821289
	Iteration 113Q: 3 clusters Score -4474036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4474038.500000 Penalty: 5226.821289
	Iteration 114Q: 3 clusters Score -4474038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4474041.500000 Penalty: 5226.821289
	Iteration 115Q: 3 clusters Score -4474042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4474042.500000 Penalty: 5226.821289
	Iteration 116Q: 3 clusters Score -4474042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4474043.000000 Penalty: 5226.821289
	Iteration 117Q: 3 clusters Score -4474043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4474052.000000 Penalty: 5226.821289
	Iteration 118Q: 3 clusters Score -4474052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4474054.000000 Penalty: 5226.821289
	Iteration 119Q: 3 clusters Score -4474054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4474057.000000 Penalty: 5226.821289
	Iteration 120F: 3 clusters Score -4474057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4474066.000000 Penalty: 5226.821289
	Iteration 121Q: 3 clusters Score -4474066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4474070.500000 Penalty: 5226.821289
	Iteration 122Q: 3 clusters Score -4474070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4474074.000000 Penalty: 5226.821289
	Iteration 123Q: 3 clusters Score -4474074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4474077.000000 Penalty: 5226.821289
	Iteration 124Q: 3 clusters Score -4474077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4474078.000000 Penalty: 5226.821289
	Iteration 125Q: 3 clusters Score -4474078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4474075.500000 Penalty: 5226.821289
	Iteration 126Q: 3 clusters Score -4474076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4474082.000000 Penalty: 5226.821289
	Iteration 127Q: 3 clusters Score -4474082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4474083.500000 Penalty: 5226.821289
	Iteration 128Q: 3 clusters Score -4474084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4474083.500000 Penalty: 5226.821289
	Iteration 129Q: 3 clusters Score -4474084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4474078.500000 Penalty: 5226.821289
	Iteration 130Q: 3 clusters Score -4474078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4474075.500000 Penalty: 5226.821289
	Iteration 131Q: 3 clusters Score -4474076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4474074.500000 Penalty: 5226.821289
	Iteration 132Q: 3 clusters Score -4474074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4474080.500000 Penalty: 5226.821289
	Iteration 133Q: 3 clusters Score -4474080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4474085.000000 Penalty: 5226.821289
	Iteration 134Q: 3 clusters Score -4474085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4474086.000000 Penalty: 5226.821289
	Iteration 135Q: 3 clusters Score -4474086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4474087.500000 Penalty: 5226.821289
	Iteration 136Q: 3 clusters Score -4474088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4474085.500000 Penalty: 5226.821289
	Iteration 137Q: 3 clusters Score -4474086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4474092.500000 Penalty: 5226.821289
	Iteration 138Q: 3 clusters Score -4474092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4474090.500000 Penalty: 5226.821289
	Iteration 139Q: 3 clusters Score -4474090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4474093.000000 Penalty: 5226.821289
	Iteration 140F: 3 clusters Score -4474093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4474094.000000 Penalty: 5226.821289
	Iteration 141Q: 3 clusters Score -4474094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4474094.000000 Penalty: 5226.821289
	Iteration 142Q: 3 clusters Score -4474094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4474090.000000 Penalty: 5226.821289
	Iteration 143Q: 3 clusters Score -4474090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4474091.500000 Penalty: 5226.821289
	Iteration 144Q: 3 clusters Score -4474092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4474097.000000 Penalty: 5226.821289
	Iteration 145Q: 3 clusters Score -4474097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4474098.000000 Penalty: 5226.821289
	Iteration 146Q: 3 clusters Score -4474098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4474105.000000 Penalty: 5226.821289
	Iteration 147Q: 3 clusters Score -4474105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4474100.500000 Penalty: 5226.821289
	Iteration 148Q: 3 clusters Score -4474100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4474100.000000 Penalty: 5226.821289
	Iteration 149Q: 3 clusters Score -4474100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4474100.000000 Penalty: 5226.821289
	Iteration 150F: 3 clusters Score -4474100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -1608024.375000 Penalty: 2374.320068
	Iteration 0F: 2 clusters Score -1608024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1597564.125000 Penalty: 4748.640137
	Iteration 0F: 3 clusters Score -1597564 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1601209.875000 Penalty: 4748.640137
	Iteration 1F: 3 clusters Score -1601210 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1601877.250000 Penalty: 4748.640137
	Iteration 2F: 3 clusters Score -1601877 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1602514.125000 Penalty: 4748.640137
	Iteration 3F: 3 clusters Score -1602514 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1603035.125000 Penalty: 4748.640137
	Iteration 4F: 3 clusters Score -1603035 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1603473.375000 Penalty: 4748.640137
	Iteration 5F: 3 clusters Score -1603473 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1603910.625000 Penalty: 4748.640137
	Iteration 6F: 3 clusters Score -1603911 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1604291.750000 Penalty: 4748.640137
	Iteration 7Q: 3 clusters Score -1604292 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1604621.875000 Penalty: 4748.640137
	Iteration 8Q: 3 clusters Score -1604622 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1604892.875000 Penalty: 4748.640137
	Iteration 9Q: 3 clusters Score -1604893 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1605126.375000 Penalty: 4748.640137
	Iteration 10Q: 3 clusters Score -1605126 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1605367.875000 Penalty: 4748.640137
	Iteration 11Q: 3 clusters Score -1605368 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1605545.375000 Penalty: 4748.640137
	Iteration 12Q: 3 clusters Score -1605545 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1605669.000000 Penalty: 4748.640137
	Iteration 13Q: 3 clusters Score -1605669 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1605738.625000 Penalty: 4748.640137
	Iteration 14Q: 3 clusters Score -1605739 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1605783.250000 Penalty: 4748.640137
	Iteration 15Q: 3 clusters Score -1605783 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1605821.000000 Penalty: 4748.640137
	Iteration 16Q: 3 clusters Score -1605821 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1605838.750000 Penalty: 4748.640137
	Iteration 17Q: 3 clusters Score -1605839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1605855.875000 Penalty: 4748.640137
	Iteration 18Q: 3 clusters Score -1605856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1605875.000000 Penalty: 4748.640137
	Iteration 19Q: 3 clusters Score -1605875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1605878.875000 Penalty: 4748.640137
	Iteration 20F: 3 clusters Score -1605879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1605886.125000 Penalty: 4748.640137
	Iteration 21Q: 3 clusters Score -1605886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1605891.875000 Penalty: 4748.640137
	Iteration 22Q: 3 clusters Score -1605892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1605889.750000 Penalty: 4748.640137
	Iteration 23Q: 3 clusters Score -1605890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1605893.750000 Penalty: 4748.640137
	Iteration 24Q: 3 clusters Score -1605894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1605895.000000 Penalty: 4748.640137
	Iteration 25Q: 3 clusters Score -1605895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1605896.750000 Penalty: 4748.640137
	Iteration 26Q: 3 clusters Score -1605897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1605897.625000 Penalty: 4748.640137
	Iteration 27Q: 3 clusters Score -1605898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1605901.250000 Penalty: 4748.640137
	Iteration 28Q: 3 clusters Score -1605901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1605899.750000 Penalty: 4748.640137
	Iteration 29Q: 3 clusters Score -1605900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1605900.000000 Penalty: 4748.640137
	Iteration 30Q: 3 clusters Score -1605900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1605897.000000 Penalty: 4748.640137
	Iteration 31Q: 3 clusters Score -1605897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1605899.625000 Penalty: 4748.640137
	Iteration 32Q: 3 clusters Score -1605900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1605901.250000 Penalty: 4748.640137
	Iteration 33Q: 3 clusters Score -1605901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1605897.875000 Penalty: 4748.640137
	Iteration 34Q: 3 clusters Score -1605898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1605901.500000 Penalty: 4748.640137
	Iteration 35Q: 3 clusters Score -1605902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1605901.375000 Penalty: 4748.640137
	Iteration 36Q: 3 clusters Score -1605901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1605904.750000 Penalty: 4748.640137
	Iteration 37Q: 3 clusters Score -1605905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1605905.375000 Penalty: 4748.640137
	Iteration 38Q: 3 clusters Score -1605905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1605904.000000 Penalty: 4748.640137
	Iteration 39Q: 3 clusters Score -1605904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1605907.250000 Penalty: 4748.640137
	Iteration 40F: 3 clusters Score -1605907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1605909.000000 Penalty: 4748.640137
	Iteration 41Q: 3 clusters Score -1605909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1605912.250000 Penalty: 4748.640137
	Iteration 42Q: 3 clusters Score -1605912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1605914.625000 Penalty: 4748.640137
	Iteration 43Q: 3 clusters Score -1605915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1605914.875000 Penalty: 4748.640137
	Iteration 44Q: 3 clusters Score -1605915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1605914.375000 Penalty: 4748.640137
	Iteration 45Q: 3 clusters Score -1605914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1605913.875000 Penalty: 4748.640137
	Iteration 46Q: 3 clusters Score -1605914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1605911.625000 Penalty: 4748.640137
	Iteration 47Q: 3 clusters Score -1605912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1605911.000000 Penalty: 4748.640137
	Iteration 48Q: 3 clusters Score -1605911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1605912.375000 Penalty: 4748.640137
	Iteration 49Q: 3 clusters Score -1605912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1605912.375000 Penalty: 4748.640137
	Iteration 50F: 3 clusters Score -1605912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Entering Unmasked Estep 
Score: -4237102.000000 Penalty: 2616.377686
	Iteration 0F: 2 clusters Score -4237102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4211329.500000 Penalty: 5232.755371
	Iteration 0F: 3 clusters Score -4211330 nChanged 17329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4221734.000000 Penalty: 5232.755371
	Iteration 1F: 3 clusters Score -4221734 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4222973.500000 Penalty: 5232.755371
	Iteration 2F: 3 clusters Score -4222974 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4224576.500000 Penalty: 5232.755371
	Iteration 3F: 3 clusters Score -4224576 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4226708.500000 Penalty: 5232.755371
	Iteration 4F: 3 clusters Score -4226708 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4229046.500000 Penalty: 5232.755371
	Iteration 5F: 3 clusters Score -4229046 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4231262.500000 Penalty: 5232.755371
	Iteration 6F: 3 clusters Score -4231262 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4233205.000000 Penalty: 5232.755371
	Iteration 7F: 3 clusters Score -4233205 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -4234559.500000 Penalty: 5232.755371
	Iteration 8Q: 3 clusters Score -4234560 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4235224.500000 Penalty: 5232.755371
	Iteration 9Q: 3 clusters Score -4235224 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4235600.000000 Penalty: 5232.755371
	Iteration 10Q: 3 clusters Score -4235600 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4235898.000000 Penalty: 5232.755371
	Iteration 11Q: 3 clusters Score -4235898 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -4236107.500000 Penalty: 5232.755371
	Iteration 12Q: 3 clusters Score -4236108 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4236272.000000 Penalty: 5232.755371
	Iteration 13Q: 3 clusters Score -4236272 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4236388.000000 Penalty: 5232.755371
	Iteration 14Q: 3 clusters Score -4236388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4236442.500000 Penalty: 5232.755371
	Iteration 15Q: 3 clusters Score -4236442 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4236496.000000 Penalty: 5232.755371
	Iteration 16Q: 3 clusters Score -4236496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -4236543.000000 Penalty: 5232.755371
	Iteration 17Q: 3 clusters Score -4236543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4236560.500000 Penalty: 5232.755371
	Iteration 18Q: 3 clusters Score -4236560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4236590.000000 Penalty: 5232.755371
	Iteration 19Q: 3 clusters Score -4236590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -4236607.500000 Penalty: 5232.755371
	Iteration 20F: 3 clusters Score -4236608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4236608.500000 Penalty: 5232.755371
	Iteration 21Q: 3 clusters Score -4236608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4236609.500000 Penalty: 5232.755371
	Iteration 22Q: 3 clusters Score -4236610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4236606.500000 Penalty: 5232.755371
	Iteration 23Q: 3 clusters Score -4236606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4236610.500000 Penalty: 5232.755371
	Iteration 24Q: 3 clusters Score -4236610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4236608.500000 Penalty: 5232.755371
	Iteration 25Q: 3 clusters Score -4236608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4236622.500000 Penalty: 5232.755371
	Iteration 26Q: 3 clusters Score -4236622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4236618.500000 Penalty: 5232.755371
	Iteration 27Q: 3 clusters Score -4236618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4236620.500000 Penalty: 5232.755371
	Iteration 28Q: 3 clusters Score -4236620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4236628.500000 Penalty: 5232.755371
	Iteration 29Q: 3 clusters Score -4236628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4236642.000000 Penalty: 5232.755371
	Iteration 30Q: 3 clusters Score -4236642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4236638.000000 Penalty: 5232.755371
	Iteration 31Q: 3 clusters Score -4236638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4236638.000000 Penalty: 5232.755371
	Iteration 32Q: 3 clusters Score -4236638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4236646.500000 Penalty: 5232.755371
	Iteration 33Q: 3 clusters Score -4236646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4236644.500000 Penalty: 5232.755371
	Iteration 34Q: 3 clusters Score -4236644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4236646.500000 Penalty: 5232.755371
	Iteration 35Q: 3 clusters Score -4236646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4236661.000000 Penalty: 5232.755371
	Iteration 36Q: 3 clusters Score -4236661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4236669.500000 Penalty: 5232.755371
	Iteration 37Q: 3 clusters Score -4236670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4236680.000000 Penalty: 5232.755371
	Iteration 38Q: 3 clusters Score -4236680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4236682.000000 Penalty: 5232.755371
	Iteration 39Q: 3 clusters Score -4236682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4236686.000000 Penalty: 5232.755371
	Iteration 40F: 3 clusters Score -4236686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4236701.000000 Penalty: 5232.755371
	Iteration 41Q: 3 clusters Score -4236701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4236702.500000 Penalty: 5232.755371
	Iteration 42Q: 3 clusters Score -4236702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4236708.500000 Penalty: 5232.755371
	Iteration 43Q: 3 clusters Score -4236708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4236701.500000 Penalty: 5232.755371
	Iteration 44Q: 3 clusters Score -4236702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4236708.500000 Penalty: 5232.755371
	Iteration 45Q: 3 clusters Score -4236708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4236721.000000 Penalty: 5232.755371
	Iteration 46Q: 3 clusters Score -4236721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4236721.500000 Penalty: 5232.755371
	Iteration 47Q: 3 clusters Score -4236722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4236727.000000 Penalty: 5232.755371
	Iteration 48Q: 3 clusters Score -4236727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -4236728.500000 Penalty: 5232.755371
	Iteration 49Q: 3 clusters Score -4236728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4236731.000000 Penalty: 5232.755371
	Iteration 50Q: 3 clusters Score -4236731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4236727.000000 Penalty: 5232.755371
	Iteration 51Q: 3 clusters Score -4236727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4236732.000000 Penalty: 5232.755371
	Iteration 52Q: 3 clusters Score -4236732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4236742.500000 Penalty: 5232.755371
	Iteration 53Q: 3 clusters Score -4236742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -4236751.000000 Penalty: 5232.755371
	Iteration 54Q: 3 clusters Score -4236751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4236762.000000 Penalty: 5232.755371
	Iteration 55Q: 3 clusters Score -4236762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4236751.500000 Penalty: 5232.755371
	Iteration 56Q: 3 clusters Score -4236752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4236764.500000 Penalty: 5232.755371
	Iteration 57Q: 3 clusters Score -4236764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4236773.500000 Penalty: 5232.755371
	Iteration 58Q: 3 clusters Score -4236774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4236776.500000 Penalty: 5232.755371
	Iteration 59Q: 3 clusters Score -4236776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4236785.000000 Penalty: 5232.755371
	Iteration 60F: 3 clusters Score -4236785 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4236805.500000 Penalty: 5232.755371
	Iteration 61Q: 3 clusters Score -4236806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4236833.000000 Penalty: 5232.755371
	Iteration 62Q: 3 clusters Score -4236833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4236834.500000 Penalty: 5232.755371
	Iteration 63Q: 3 clusters Score -4236834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4236857.000000 Penalty: 5232.755371
	Iteration 64Q: 3 clusters Score -4236857 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4236897.500000 Penalty: 5232.755371
	Iteration 65Q: 3 clusters Score -4236898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4236931.000000 Penalty: 5232.755371
	Iteration 66Q: 3 clusters Score -4236931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4236967.000000 Penalty: 5232.755371
	Iteration 67Q: 3 clusters Score -4236967 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4237014.000000 Penalty: 5232.755371
	Iteration 68Q: 3 clusters Score -4237014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4237069.000000 Penalty: 5232.755371
	Iteration 69Q: 3 clusters Score -4237069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4237138.000000 Penalty: 5232.755371
	Iteration 70Q: 3 clusters Score -4237138 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4237200.500000 Penalty: 5232.755371
	Iteration 71Q: 3 clusters Score -4237200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4237232.500000 Penalty: 5232.755371
	Iteration 72Q: 3 clusters Score -4237232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4237271.000000 Penalty: 5232.755371
	Iteration 73Q: 3 clusters Score -4237271 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4237309.000000 Penalty: 5232.755371
	Iteration 74Q: 3 clusters Score -4237309 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4237345.500000 Penalty: 5232.755371
	Iteration 75Q: 3 clusters Score -4237346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4237366.500000 Penalty: 5232.755371
	Iteration 76Q: 3 clusters Score -4237366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -4237383.500000 Penalty: 5232.755371
	Iteration 77Q: 3 clusters Score -4237384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4237397.000000 Penalty: 5232.755371
	Iteration 78Q: 3 clusters Score -4237397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4237405.000000 Penalty: 5232.755371
	Iteration 79Q: 3 clusters Score -4237405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -4237405.500000 Penalty: 5232.755371
	Iteration 80F: 3 clusters Score -4237406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4237410.500000 Penalty: 5232.755371
	Iteration 81Q: 3 clusters Score -4237410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4237415.000000 Penalty: 5232.755371
	Iteration 82Q: 3 clusters Score -4237415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4237415.000000 Penalty: 5232.755371
	Iteration 83Q: 3 clusters Score -4237415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4237414.000000 Penalty: 5232.755371
	Iteration 84Q: 3 clusters Score -4237414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4237420.500000 Penalty: 5232.755371
	Iteration 85Q: 3 clusters Score -4237420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4237419.000000 Penalty: 5232.755371
	Iteration 86Q: 3 clusters Score -4237419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4237419.500000 Penalty: 5232.755371
	Iteration 87Q: 3 clusters Score -4237420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4237414.500000 Penalty: 5232.755371
	Iteration 88Q: 3 clusters Score -4237414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4237422.000000 Penalty: 5232.755371
	Iteration 89Q: 3 clusters Score -4237422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4237421.500000 Penalty: 5232.755371
	Iteration 90Q: 3 clusters Score -4237422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4237424.000000 Penalty: 5232.755371
	Iteration 91Q: 3 clusters Score -4237424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4237423.500000 Penalty: 5232.755371
	Iteration 92Q: 3 clusters Score -4237424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4237421.500000 Penalty: 5232.755371
	Iteration 93Q: 3 clusters Score -4237422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4237421.500000 Penalty: 5232.755371
	Iteration 94F: 3 clusters Score -4237422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 34519 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 57654 members 
Mstep: Class 35 contains 33792 members 
Entering Unmasked Estep 
Score: -205577136.000000 Penalty: 124948.460938
Splitting cluster 18 changes total score from -205569984.000000 to -205577136.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (14939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Entering Unmasked Estep 
Score: -1707768.625000 Penalty: 2383.709229
	Iteration 0F: 2 clusters Score -1707769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1696953.750000 Penalty: 4767.418457
	Iteration 0F: 3 clusters Score -1696954 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1700493.750000 Penalty: 4767.418457
	Iteration 1F: 3 clusters Score -1700494 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1700975.875000 Penalty: 4767.418457
	Iteration 2F: 3 clusters Score -1700976 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1701486.750000 Penalty: 4767.418457
	Iteration 3F: 3 clusters Score -1701487 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1702038.625000 Penalty: 4767.418457
	Iteration 4F: 3 clusters Score -1702039 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1702627.125000 Penalty: 4767.418457
	Iteration 5F: 3 clusters Score -1702627 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1703166.625000 Penalty: 4767.418457
	Iteration 6F: 3 clusters Score -1703167 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1703659.625000 Penalty: 4767.418457
	Iteration 7F: 3 clusters Score -1703660 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1704092.375000 Penalty: 4767.418457
	Iteration 8Q: 3 clusters Score -1704092 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1704438.250000 Penalty: 4767.418457
	Iteration 9Q: 3 clusters Score -1704438 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1704744.375000 Penalty: 4767.418457
	Iteration 10Q: 3 clusters Score -1704744 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1705002.500000 Penalty: 4767.418457
	Iteration 11Q: 3 clusters Score -1705002 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1705219.875000 Penalty: 4767.418457
	Iteration 12Q: 3 clusters Score -1705220 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1705420.125000 Penalty: 4767.418457
	Iteration 13Q: 3 clusters Score -1705420 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1705584.875000 Penalty: 4767.418457
	Iteration 14Q: 3 clusters Score -1705585 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1705731.875000 Penalty: 4767.418457
	Iteration 15Q: 3 clusters Score -1705732 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1705834.500000 Penalty: 4767.418457
	Iteration 16Q: 3 clusters Score -1705834 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1705931.375000 Penalty: 4767.418457
	Iteration 17Q: 3 clusters Score -1705931 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1706019.125000 Penalty: 4767.418457
	Iteration 18Q: 3 clusters Score -1706019 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1706090.125000 Penalty: 4767.418457
	Iteration 19Q: 3 clusters Score -1706090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1706147.625000 Penalty: 4767.418457
	Iteration 20F: 3 clusters Score -1706148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1706196.750000 Penalty: 4767.418457
	Iteration 21Q: 3 clusters Score -1706197 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1706250.500000 Penalty: 4767.418457
	Iteration 22Q: 3 clusters Score -1706250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1706296.875000 Penalty: 4767.418457
	Iteration 23Q: 3 clusters Score -1706297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1706340.125000 Penalty: 4767.418457
	Iteration 24Q: 3 clusters Score -1706340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1706379.125000 Penalty: 4767.418457
	Iteration 25Q: 3 clusters Score -1706379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1706406.875000 Penalty: 4767.418457
	Iteration 26Q: 3 clusters Score -1706407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1706435.500000 Penalty: 4767.418457
	Iteration 27Q: 3 clusters Score -1706436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1706453.625000 Penalty: 4767.418457
	Iteration 28Q: 3 clusters Score -1706454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1706465.375000 Penalty: 4767.418457
	Iteration 29Q: 3 clusters Score -1706465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1706477.500000 Penalty: 4767.418457
	Iteration 30Q: 3 clusters Score -1706478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1706481.125000 Penalty: 4767.418457
	Iteration 31Q: 3 clusters Score -1706481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1706491.125000 Penalty: 4767.418457
	Iteration 32Q: 3 clusters Score -1706491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1706496.000000 Penalty: 4767.418457
	Iteration 33Q: 3 clusters Score -1706496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1706499.875000 Penalty: 4767.418457
	Iteration 34Q: 3 clusters Score -1706500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1706500.875000 Penalty: 4767.418457
	Iteration 35Q: 3 clusters Score -1706501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1706500.875000 Penalty: 4767.418457
	Iteration 36F: 3 clusters Score -1706501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Entering Unmasked Estep 
Score: -1953992.500000 Penalty: 2424.517334
	Iteration 0F: 2 clusters Score -1953992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1941429.250000 Penalty: 4849.034668
	Iteration 0F: 3 clusters Score -1941429 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1945695.625000 Penalty: 4849.034668
	Iteration 1F: 3 clusters Score -1945696 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1946489.625000 Penalty: 4849.034668
	Iteration 2F: 3 clusters Score -1946490 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1947380.625000 Penalty: 4849.034668
	Iteration 3F: 3 clusters Score -1947381 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1948135.750000 Penalty: 4849.034668
	Iteration 4F: 3 clusters Score -1948136 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1948743.625000 Penalty: 4849.034668
	Iteration 5F: 3 clusters Score -1948744 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1949243.625000 Penalty: 4849.034668
	Iteration 6F: 3 clusters Score -1949244 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1949668.250000 Penalty: 4849.034668
	Iteration 7F: 3 clusters Score -1949668 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1950008.875000 Penalty: 4849.034668
	Iteration 8Q: 3 clusters Score -1950009 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1950312.750000 Penalty: 4849.034668
	Iteration 9Q: 3 clusters Score -1950313 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1950588.500000 Penalty: 4849.034668
	Iteration 10Q: 3 clusters Score -1950588 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1950863.500000 Penalty: 4849.034668
	Iteration 11Q: 3 clusters Score -1950864 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1951164.500000 Penalty: 4849.034668
	Iteration 12Q: 3 clusters Score -1951164 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1951463.625000 Penalty: 4849.034668
	Iteration 13Q: 3 clusters Score -1951464 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1951743.625000 Penalty: 4849.034668
	Iteration 14Q: 3 clusters Score -1951744 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1951996.500000 Penalty: 4849.034668
	Iteration 15Q: 3 clusters Score -1951996 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1952230.125000 Penalty: 4849.034668
	Iteration 16Q: 3 clusters Score -1952230 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1952415.000000 Penalty: 4849.034668
	Iteration 17Q: 3 clusters Score -1952415 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1952583.000000 Penalty: 4849.034668
	Iteration 18Q: 3 clusters Score -1952583 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1952735.250000 Penalty: 4849.034668
	Iteration 19Q: 3 clusters Score -1952735 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1952840.875000 Penalty: 4849.034668
	Iteration 20F: 3 clusters Score -1952841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1952935.750000 Penalty: 4849.034668
	Iteration 21Q: 3 clusters Score -1952936 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1953023.000000 Penalty: 4849.034668
	Iteration 22Q: 3 clusters Score -1953023 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1953092.500000 Penalty: 4849.034668
	Iteration 23Q: 3 clusters Score -1953092 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1953171.375000 Penalty: 4849.034668
	Iteration 24Q: 3 clusters Score -1953171 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1953246.000000 Penalty: 4849.034668
	Iteration 25Q: 3 clusters Score -1953246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1953314.375000 Penalty: 4849.034668
	Iteration 26Q: 3 clusters Score -1953314 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1953383.750000 Penalty: 4849.034668
	Iteration 27Q: 3 clusters Score -1953384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1953431.750000 Penalty: 4849.034668
	Iteration 28Q: 3 clusters Score -1953432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1953486.250000 Penalty: 4849.034668
	Iteration 29Q: 3 clusters Score -1953486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1953548.875000 Penalty: 4849.034668
	Iteration 30Q: 3 clusters Score -1953549 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1953595.750000 Penalty: 4849.034668
	Iteration 31Q: 3 clusters Score -1953596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1953632.500000 Penalty: 4849.034668
	Iteration 32Q: 3 clusters Score -1953632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1953654.250000 Penalty: 4849.034668
	Iteration 33Q: 3 clusters Score -1953654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1953666.875000 Penalty: 4849.034668
	Iteration 34Q: 3 clusters Score -1953667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1953670.250000 Penalty: 4849.034668
	Iteration 35Q: 3 clusters Score -1953670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1953677.875000 Penalty: 4849.034668
	Iteration 36Q: 3 clusters Score -1953678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1953682.375000 Penalty: 4849.034668
	Iteration 37Q: 3 clusters Score -1953682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1953685.500000 Penalty: 4849.034668
	Iteration 38Q: 3 clusters Score -1953686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1953685.375000 Penalty: 4849.034668
	Iteration 39Q: 3 clusters Score -1953685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1953688.875000 Penalty: 4849.034668
	Iteration 40F: 3 clusters Score -1953689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1953692.250000 Penalty: 4849.034668
	Iteration 41Q: 3 clusters Score -1953692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1953699.000000 Penalty: 4849.034668
	Iteration 42Q: 3 clusters Score -1953699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1953706.875000 Penalty: 4849.034668
	Iteration 43Q: 3 clusters Score -1953707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1953715.500000 Penalty: 4849.034668
	Iteration 44Q: 3 clusters Score -1953716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1953725.125000 Penalty: 4849.034668
	Iteration 45Q: 3 clusters Score -1953725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1953724.375000 Penalty: 4849.034668
	Iteration 46Q: 3 clusters Score -1953724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1953729.625000 Penalty: 4849.034668
	Iteration 47Q: 3 clusters Score -1953730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1953733.500000 Penalty: 4849.034668
	Iteration 48Q: 3 clusters Score -1953734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1953737.625000 Penalty: 4849.034668
	Iteration 49Q: 3 clusters Score -1953738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1953740.000000 Penalty: 4849.034668
	Iteration 50Q: 3 clusters Score -1953740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1953741.375000 Penalty: 4849.034668
	Iteration 51Q: 3 clusters Score -1953741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1953741.375000 Penalty: 4849.034668
	Iteration 52F: 3 clusters Score -1953741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Entering Unmasked Estep 
Score: -993058.750000 Penalty: 2239.236328
	Iteration 0F: 2 clusters Score -993058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -986346.750000 Penalty: 4478.472656
	Iteration 0F: 3 clusters Score -986346.8 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -988236.437500 Penalty: 4478.472656
	Iteration 1F: 3 clusters Score -988236.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -988501.625000 Penalty: 4478.472656
	Iteration 2F: 3 clusters Score -988501.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -988657.687500 Penalty: 4478.472656
	Iteration 3Q: 3 clusters Score -988657.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -988798.312500 Penalty: 4478.472656
	Iteration 4Q: 3 clusters Score -988798.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -988944.000000 Penalty: 4478.472656
	Iteration 5Q: 3 clusters Score -988944 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -989068.875000 Penalty: 4478.472656
	Iteration 6Q: 3 clusters Score -989068.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -989182.937500 Penalty: 4478.472656
	Iteration 7Q: 3 clusters Score -989182.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -989305.062500 Penalty: 4478.472656
	Iteration 8Q: 3 clusters Score -989305.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -989432.937500 Penalty: 4478.472656
	Iteration 9Q: 3 clusters Score -989432.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -989550.937500 Penalty: 4478.472656
	Iteration 10Q: 3 clusters Score -989550.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -989689.187500 Penalty: 4478.472656
	Iteration 11Q: 3 clusters Score -989689.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -989872.000000 Penalty: 4478.472656
	Iteration 12Q: 3 clusters Score -989872 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -990039.500000 Penalty: 4478.472656
	Iteration 13Q: 3 clusters Score -990039.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -990222.187500 Penalty: 4478.472656
	Iteration 14Q: 3 clusters Score -990222.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -990396.062500 Penalty: 4478.472656
	Iteration 15Q: 3 clusters Score -990396.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -990552.500000 Penalty: 4478.472656
	Iteration 16Q: 3 clusters Score -990552.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -990692.875000 Penalty: 4478.472656
	Iteration 17Q: 3 clusters Score -990692.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -990815.312500 Penalty: 4478.472656
	Iteration 18Q: 3 clusters Score -990815.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -990917.500000 Penalty: 4478.472656
	Iteration 19Q: 3 clusters Score -990917.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -990995.000000 Penalty: 4478.472656
	Iteration 20F: 3 clusters Score -990995 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -991057.625000 Penalty: 4478.472656
	Iteration 21Q: 3 clusters Score -991057.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -991106.562500 Penalty: 4478.472656
	Iteration 22Q: 3 clusters Score -991106.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -991139.625000 Penalty: 4478.472656
	Iteration 23Q: 3 clusters Score -991139.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -991173.312500 Penalty: 4478.472656
	Iteration 24Q: 3 clusters Score -991173.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -991202.437500 Penalty: 4478.472656
	Iteration 25Q: 3 clusters Score -991202.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -991227.437500 Penalty: 4478.472656
	Iteration 26Q: 3 clusters Score -991227.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -991246.812500 Penalty: 4478.472656
	Iteration 27Q: 3 clusters Score -991246.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -991258.562500 Penalty: 4478.472656
	Iteration 28Q: 3 clusters Score -991258.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -991271.625000 Penalty: 4478.472656
	Iteration 29Q: 3 clusters Score -991271.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -991283.500000 Penalty: 4478.472656
	Iteration 30Q: 3 clusters Score -991283.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -991291.875000 Penalty: 4478.472656
	Iteration 31Q: 3 clusters Score -991291.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -991298.750000 Penalty: 4478.472656
	Iteration 32Q: 3 clusters Score -991298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -991306.250000 Penalty: 4478.472656
	Iteration 33Q: 3 clusters Score -991306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -991310.687500 Penalty: 4478.472656
	Iteration 34Q: 3 clusters Score -991310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -991311.000000 Penalty: 4478.472656
	Iteration 35Q: 3 clusters Score -991311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -991317.062500 Penalty: 4478.472656
	Iteration 36Q: 3 clusters Score -991317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -991320.437500 Penalty: 4478.472656
	Iteration 37Q: 3 clusters Score -991320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -991322.937500 Penalty: 4478.472656
	Iteration 38Q: 3 clusters Score -991322.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -991329.312500 Penalty: 4478.472656
	Iteration 39Q: 3 clusters Score -991329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -991331.437500 Penalty: 4478.472656
	Iteration 40F: 3 clusters Score -991331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -991333.000000 Penalty: 4478.472656
	Iteration 41Q: 3 clusters Score -991333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -991333.500000 Penalty: 4478.472656
	Iteration 42Q: 3 clusters Score -991333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -991334.625000 Penalty: 4478.472656
	Iteration 43Q: 3 clusters Score -991334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -991334.625000 Penalty: 4478.472656
	Iteration 44F: 3 clusters Score -991334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -150796.265625 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -150796.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148748.640625 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -148748.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149328.078125 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -149328.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -149605.953125 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -149606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149898.078125 Penalty: 3592.072998
	Iteration 3F: 3 clusters Score -149898.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -150102.953125 Penalty: 3592.072998
	Iteration 4F: 3 clusters Score -150103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -150241.781250 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -150241.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -150332.046875 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -150332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -150370.796875 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -150370.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -150419.937500 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -150419.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -150461.609375 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -150461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -150498.546875 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -150498.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -150524.984375 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -150525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -150559.171875 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -150559.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -150584.843750 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -150584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -150618.703125 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -150618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -150641.000000 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -150641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -150654.890625 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -150654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -150665.843750 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -150665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -150674.093750 Penalty: 3592.072998
	Iteration 18Q: 3 clusters Score -150674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -150684.437500 Penalty: 3592.072998
	Iteration 19Q: 3 clusters Score -150684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -150698.546875 Penalty: 3592.072998
	Iteration 20F: 3 clusters Score -150698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -150719.921875 Penalty: 3592.072998
	Iteration 21Q: 3 clusters Score -150719.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -150752.046875 Penalty: 3592.072998
	Iteration 22Q: 3 clusters Score -150752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -150774.562500 Penalty: 3592.072998
	Iteration 23Q: 3 clusters Score -150774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -150784.421875 Penalty: 3592.072998
	Iteration 24Q: 3 clusters Score -150784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -150788.031250 Penalty: 3592.072998
	Iteration 25Q: 3 clusters Score -150788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -150791.437500 Penalty: 3592.072998
	Iteration 26Q: 3 clusters Score -150791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -150793.390625 Penalty: 3592.072998
	Iteration 27Q: 3 clusters Score -150793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -150795.734375 Penalty: 3592.072998
	Iteration 28Q: 3 clusters Score -150795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -150796.625000 Penalty: 3592.072998
	Iteration 29Q: 3 clusters Score -150796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -150799.218750 Penalty: 3592.072998
	Iteration 30Q: 3 clusters Score -150799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -150800.765625 Penalty: 3592.072998
	Iteration 31Q: 3 clusters Score -150800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -150802.671875 Penalty: 3592.072998
	Iteration 32Q: 3 clusters Score -150802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -150806.250000 Penalty: 3592.072998
	Iteration 33Q: 3 clusters Score -150806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -150812.046875 Penalty: 3592.072998
	Iteration 34Q: 3 clusters Score -150812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -150816.843750 Penalty: 3592.072998
	Iteration 35Q: 3 clusters Score -150816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -150825.734375 Penalty: 3592.072998
	Iteration 36Q: 3 clusters Score -150825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150831.218750 Penalty: 3592.072998
	Iteration 37Q: 3 clusters Score -150831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150836.421875 Penalty: 3592.072998
	Iteration 38Q: 3 clusters Score -150836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -150842.000000 Penalty: 3592.072998
	Iteration 39Q: 3 clusters Score -150842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -150852.218750 Penalty: 3592.072998
	Iteration 40F: 3 clusters Score -150852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -150858.343750 Penalty: 3592.072998
	Iteration 41Q: 3 clusters Score -150858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -150864.796875 Penalty: 3592.072998
	Iteration 42Q: 3 clusters Score -150864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -150869.250000 Penalty: 3592.072998
	Iteration 43Q: 3 clusters Score -150869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -150871.734375 Penalty: 3592.072998
	Iteration 44Q: 3 clusters Score -150871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -150873.062500 Penalty: 3592.072998
	Iteration 45Q: 3 clusters Score -150873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150873.765625 Penalty: 3592.072998
	Iteration 46Q: 3 clusters Score -150873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150874.375000 Penalty: 3592.072998
	Iteration 47Q: 3 clusters Score -150874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150874.375000 Penalty: 3592.072998
	Iteration 48F: 3 clusters Score -150874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 34519 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 57654 members 
Mstep: Class 35 contains 33792 members 
Mstep: Class 36 contains 473 members 
Entering Unmasked Estep 
Score: -205575536.000000 Penalty: 128518.421875
Splitting cluster 22 changes total score from -205569984.000000 to -205575536.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (127528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Entering Unmasked Estep 
Score: -15304282.000000 Penalty: 2915.510498
	Iteration 0F: 2 clusters Score -1.530428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -15218633.000000 Penalty: 5831.020996
	Iteration 0F: 3 clusters Score -1.521863e+07 nChanged 60548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -15253624.000000 Penalty: 5831.020996
	Iteration 1F: 3 clusters Score -1.525362e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -15254670.000000 Penalty: 5831.020996
	Iteration 2Q: 3 clusters Score -1.525467e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -15256376.000000 Penalty: 5831.020996
	Iteration 3Q: 3 clusters Score -1.525638e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -15259023.000000 Penalty: 5831.020996
	Iteration 4Q: 3 clusters Score -1.525902e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -15263927.000000 Penalty: 5831.020996
	Iteration 5F: 3 clusters Score -1.526393e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -15272058.000000 Penalty: 5831.020996
	Iteration 6F: 3 clusters Score -1.527206e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 107989 members 
Entering Unmasked Estep 
Score: -15283101.000000 Penalty: 5831.020996
	Iteration 7F: 3 clusters Score -1.52831e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -15293146.000000 Penalty: 5831.020996
	Iteration 8F: 3 clusters Score -1.529315e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 123653 members 
Entering Unmasked Estep 
Score: -15298636.000000 Penalty: 5831.020996
	Iteration 9Q: 3 clusters Score -1.529864e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -15300631.000000 Penalty: 5831.020996
	Iteration 10Q: 3 clusters Score -1.530063e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -15301304.000000 Penalty: 5831.020996
	Iteration 11Q: 3 clusters Score -1.53013e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 126821 members 
Entering Unmasked Estep 
Score: -15301582.000000 Penalty: 5831.020996
	Iteration 12Q: 3 clusters Score -1.530158e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 126912 members 
Entering Unmasked Estep 
Score: -15301706.000000 Penalty: 5831.020996
	Iteration 13Q: 3 clusters Score -1.530171e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 126952 members 
Entering Unmasked Estep 
Score: -15301770.000000 Penalty: 5831.020996
	Iteration 14Q: 3 clusters Score -1.530177e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -15301823.000000 Penalty: 5831.020996
	Iteration 15Q: 3 clusters Score -1.530182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 126963 members 
Entering Unmasked Estep 
Score: -15301863.000000 Penalty: 5831.020996
	Iteration 16Q: 3 clusters Score -1.530186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -15301872.000000 Penalty: 5831.020996
	Iteration 17Q: 3 clusters Score -1.530187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -15301885.000000 Penalty: 5831.020996
	Iteration 18Q: 3 clusters Score -1.530188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -15301889.000000 Penalty: 5831.020996
	Iteration 19Q: 3 clusters Score -1.530189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -15301892.000000 Penalty: 5831.020996
	Iteration 20F: 3 clusters Score -1.530189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -15301906.000000 Penalty: 5831.020996
	Iteration 21Q: 3 clusters Score -1.530191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -15301898.000000 Penalty: 5831.020996
	Iteration 22Q: 3 clusters Score -1.53019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -15301905.000000 Penalty: 5831.020996
	Iteration 23Q: 3 clusters Score -1.53019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -15301907.000000 Penalty: 5831.020996
	Iteration 24Q: 3 clusters Score -1.530191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -15301903.000000 Penalty: 5831.020996
	Iteration 25Q: 3 clusters Score -1.53019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -15301897.000000 Penalty: 5831.020996
	Iteration 26Q: 3 clusters Score -1.53019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -15301896.000000 Penalty: 5831.020996
	Iteration 27Q: 3 clusters Score -1.53019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -15301900.000000 Penalty: 5831.020996
	Iteration 28Q: 3 clusters Score -1.53019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -15301904.000000 Penalty: 5831.020996
	Iteration 29Q: 3 clusters Score -1.53019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126996 members 
Entering Unmasked Estep 
Score: -15301912.000000 Penalty: 5831.020996
	Iteration 30Q: 3 clusters Score -1.530191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -15301909.000000 Penalty: 5831.020996
	Iteration 31Q: 3 clusters Score -1.530191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -15301915.000000 Penalty: 5831.020996
	Iteration 32Q: 3 clusters Score -1.530192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -15301917.000000 Penalty: 5831.020996
	Iteration 33Q: 3 clusters Score -1.530192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 127000 members 
Entering Unmasked Estep 
Score: -15301932.000000 Penalty: 5831.020996
	Iteration 34Q: 3 clusters Score -1.530193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 127001 members 
Entering Unmasked Estep 
Score: -15301934.000000 Penalty: 5831.020996
	Iteration 35Q: 3 clusters Score -1.530193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -15301928.000000 Penalty: 5831.020996
	Iteration 36Q: 3 clusters Score -1.530193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -15301927.000000 Penalty: 5831.020996
	Iteration 37Q: 3 clusters Score -1.530193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -15301929.000000 Penalty: 5831.020996
	Iteration 38Q: 3 clusters Score -1.530193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 127000 members 
Entering Unmasked Estep 
Score: -15301932.000000 Penalty: 5831.020996
	Iteration 39Q: 3 clusters Score -1.530193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -15301928.000000 Penalty: 5831.020996
	Iteration 40F: 3 clusters Score -1.530193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -15301928.000000 Penalty: 5831.020996
	Iteration 41Q: 3 clusters Score -1.530193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126996 members 
Entering Unmasked Estep 
Score: -15301932.000000 Penalty: 5831.020996
	Iteration 42Q: 3 clusters Score -1.530193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126996 members 
Entering Unmasked Estep 
Score: -15301932.000000 Penalty: 5831.020996
	Iteration 43F: 3 clusters Score -1.530193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Entering Unmasked Estep 
Score: -837649.937500 Penalty: 2199.017090
	Iteration 0F: 2 clusters Score -837649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -831885.937500 Penalty: 4398.034180
	Iteration 0F: 3 clusters Score -831885.9 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -833468.437500 Penalty: 4398.034180
	Iteration 1F: 3 clusters Score -833468.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -833831.437500 Penalty: 4398.034180
	Iteration 2F: 3 clusters Score -833831.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -834161.312500 Penalty: 4398.034180
	Iteration 3F: 3 clusters Score -834161.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -834471.187500 Penalty: 4398.034180
	Iteration 4F: 3 clusters Score -834471.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -834765.062500 Penalty: 4398.034180
	Iteration 5F: 3 clusters Score -834765.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -835066.312500 Penalty: 4398.034180
	Iteration 6F: 3 clusters Score -835066.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -835449.500000 Penalty: 4398.034180
	Iteration 7F: 3 clusters Score -835449.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -835812.937500 Penalty: 4398.034180
	Iteration 8F: 3 clusters Score -835812.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -836086.312500 Penalty: 4398.034180
	Iteration 9Q: 3 clusters Score -836086.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -836266.437500 Penalty: 4398.034180
	Iteration 10Q: 3 clusters Score -836266.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -836387.812500 Penalty: 4398.034180
	Iteration 11Q: 3 clusters Score -836387.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -836472.312500 Penalty: 4398.034180
	Iteration 12Q: 3 clusters Score -836472.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -836532.250000 Penalty: 4398.034180
	Iteration 13Q: 3 clusters Score -836532.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -836568.750000 Penalty: 4398.034180
	Iteration 14Q: 3 clusters Score -836568.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -836590.937500 Penalty: 4398.034180
	Iteration 15Q: 3 clusters Score -836590.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -836603.562500 Penalty: 4398.034180
	Iteration 16Q: 3 clusters Score -836603.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -836617.562500 Penalty: 4398.034180
	Iteration 17Q: 3 clusters Score -836617.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -836627.312500 Penalty: 4398.034180
	Iteration 18Q: 3 clusters Score -836627.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -836642.375000 Penalty: 4398.034180
	Iteration 19Q: 3 clusters Score -836642.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -836649.437500 Penalty: 4398.034180
	Iteration 20F: 3 clusters Score -836649.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -836656.375000 Penalty: 4398.034180
	Iteration 21Q: 3 clusters Score -836656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -836663.000000 Penalty: 4398.034180
	Iteration 22Q: 3 clusters Score -836663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -836666.375000 Penalty: 4398.034180
	Iteration 23Q: 3 clusters Score -836666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -836667.687500 Penalty: 4398.034180
	Iteration 24Q: 3 clusters Score -836667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -836669.062500 Penalty: 4398.034180
	Iteration 25Q: 3 clusters Score -836669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -836672.062500 Penalty: 4398.034180
	Iteration 26Q: 3 clusters Score -836672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -836674.125000 Penalty: 4398.034180
	Iteration 27Q: 3 clusters Score -836674.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -836673.125000 Penalty: 4398.034180
	Iteration 28Q: 3 clusters Score -836673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -836673.375000 Penalty: 4398.034180
	Iteration 29Q: 3 clusters Score -836673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -836673.125000 Penalty: 4398.034180
	Iteration 30Q: 3 clusters Score -836673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -836673.562500 Penalty: 4398.034180
	Iteration 31Q: 3 clusters Score -836673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -836673.562500 Penalty: 4398.034180
	Iteration 32F: 3 clusters Score -836673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (167025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Entering Unmasked Estep 
Score: -20220076.000000 Penalty: 2982.422852
	Iteration 0F: 2 clusters Score -2.022008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -20113640.000000 Penalty: 5964.845703
	Iteration 0F: 3 clusters Score -2.011364e+07 nChanged 80003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 84982 members 
Entering Unmasked Estep 
Score: -20160514.000000 Penalty: 5964.845703
	Iteration 1F: 3 clusters Score -2.016051e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -20162226.000000 Penalty: 5964.845703
	Iteration 2Q: 3 clusters Score -2.016223e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -20164662.000000 Penalty: 5964.845703
	Iteration 3Q: 3 clusters Score -2.016466e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -20168138.000000 Penalty: 5964.845703
	Iteration 4Q: 3 clusters Score -2.016814e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -20172736.000000 Penalty: 5964.845703
	Iteration 5F: 3 clusters Score -2.017274e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -20177786.000000 Penalty: 5964.845703
	Iteration 6F: 3 clusters Score -2.017779e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 108768 members 
Entering Unmasked Estep 
Score: -20183168.000000 Penalty: 5964.845703
	Iteration 7F: 3 clusters Score -2.018317e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -20187706.000000 Penalty: 5964.845703
	Iteration 8F: 3 clusters Score -2.018771e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 122378 members 
Entering Unmasked Estep 
Score: -20191740.000000 Penalty: 5964.845703
	Iteration 9Q: 3 clusters Score -2.019174e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -20195700.000000 Penalty: 5964.845703
	Iteration 10Q: 3 clusters Score -2.01957e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 136983 members 
Entering Unmasked Estep 
Score: -20200354.000000 Penalty: 5964.845703
	Iteration 11Q: 3 clusters Score -2.020035e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 144575 members 
Entering Unmasked Estep 
Score: -20205576.000000 Penalty: 5964.845703
	Iteration 12Q: 3 clusters Score -2.020558e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 151631 members 
Entering Unmasked Estep 
Score: -20209836.000000 Penalty: 5964.845703
	Iteration 13Q: 3 clusters Score -2.020984e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 157567 members 
Entering Unmasked Estep 
Score: -20213558.000000 Penalty: 5964.845703
	Iteration 14Q: 3 clusters Score -2.021356e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 161462 members 
Entering Unmasked Estep 
Score: -20215680.000000 Penalty: 5964.845703
	Iteration 15Q: 3 clusters Score -2.021568e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -20216904.000000 Penalty: 5964.845703
	Iteration 16Q: 3 clusters Score -2.02169e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 164762 members 
Entering Unmasked Estep 
Score: -20217372.000000 Penalty: 5964.845703
	Iteration 17Q: 3 clusters Score -2.021737e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -20217644.000000 Penalty: 5964.845703
	Iteration 18Q: 3 clusters Score -2.021764e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 165607 members 
Entering Unmasked Estep 
Score: -20217786.000000 Penalty: 5964.845703
	Iteration 19Q: 3 clusters Score -2.021779e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 165773 members 
Entering Unmasked Estep 
Score: -20217868.000000 Penalty: 5964.845703
	Iteration 20F: 3 clusters Score -2.021787e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -20217990.000000 Penalty: 5964.845703
	Iteration 21Q: 3 clusters Score -2.021799e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -20218052.000000 Penalty: 5964.845703
	Iteration 22Q: 3 clusters Score -2.021805e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 166002 members 
Entering Unmasked Estep 
Score: -20218108.000000 Penalty: 5964.845703
	Iteration 23Q: 3 clusters Score -2.021811e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -20218120.000000 Penalty: 5964.845703
	Iteration 24Q: 3 clusters Score -2.021812e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 166038 members 
Entering Unmasked Estep 
Score: -20218162.000000 Penalty: 5964.845703
	Iteration 25Q: 3 clusters Score -2.021816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -20218206.000000 Penalty: 5964.845703
	Iteration 26Q: 3 clusters Score -2.021821e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 166058 members 
Entering Unmasked Estep 
Score: -20218214.000000 Penalty: 5964.845703
	Iteration 27Q: 3 clusters Score -2.021821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -20218226.000000 Penalty: 5964.845703
	Iteration 28Q: 3 clusters Score -2.021823e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 166080 members 
Entering Unmasked Estep 
Score: -20218232.000000 Penalty: 5964.845703
	Iteration 29Q: 3 clusters Score -2.021823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 166094 members 
Entering Unmasked Estep 
Score: -20218240.000000 Penalty: 5964.845703
	Iteration 30Q: 3 clusters Score -2.021824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -20218246.000000 Penalty: 5964.845703
	Iteration 31Q: 3 clusters Score -2.021825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -20218244.000000 Penalty: 5964.845703
	Iteration 32Q: 3 clusters Score -2.021824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -20218258.000000 Penalty: 5964.845703
	Iteration 33Q: 3 clusters Score -2.021826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 166111 members 
Entering Unmasked Estep 
Score: -20218272.000000 Penalty: 5964.845703
	Iteration 34Q: 3 clusters Score -2.021827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 166111 members 
Entering Unmasked Estep 
Score: -20218262.000000 Penalty: 5964.845703
	Iteration 35Q: 3 clusters Score -2.021826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 166110 members 
Entering Unmasked Estep 
Score: -20218266.000000 Penalty: 5964.845703
	Iteration 36Q: 3 clusters Score -2.021827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 166106 members 
Entering Unmasked Estep 
Score: -20218272.000000 Penalty: 5964.845703
	Iteration 37Q: 3 clusters Score -2.021827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -20218264.000000 Penalty: 5964.845703
	Iteration 38Q: 3 clusters Score -2.021826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 166104 members 
Entering Unmasked Estep 
Score: -20218278.000000 Penalty: 5964.845703
	Iteration 39Q: 3 clusters Score -2.021828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 166099 members 
Entering Unmasked Estep 
Score: -20218278.000000 Penalty: 5964.845703
	Iteration 40F: 3 clusters Score -2.021828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 166095 members 
Entering Unmasked Estep 
Score: -20218288.000000 Penalty: 5964.845703
	Iteration 41Q: 3 clusters Score -2.021829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -20218282.000000 Penalty: 5964.845703
	Iteration 42Q: 3 clusters Score -2.021828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -20218264.000000 Penalty: 5964.845703
	Iteration 43Q: 3 clusters Score -2.021826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -20218266.000000 Penalty: 5964.845703
	Iteration 44Q: 3 clusters Score -2.021827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -20218278.000000 Penalty: 5964.845703
	Iteration 45Q: 3 clusters Score -2.021828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -20218264.000000 Penalty: 5964.845703
	Iteration 46Q: 3 clusters Score -2.021826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -20218276.000000 Penalty: 5964.845703
	Iteration 47Q: 3 clusters Score -2.021828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -20218280.000000 Penalty: 5964.845703
	Iteration 48Q: 3 clusters Score -2.021828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -20218274.000000 Penalty: 5964.845703
	Iteration 49Q: 3 clusters Score -2.021827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 166102 members 
Entering Unmasked Estep 
Score: -20218264.000000 Penalty: 5964.845703
	Iteration 50Q: 3 clusters Score -2.021826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -20218284.000000 Penalty: 5964.845703
	Iteration 51Q: 3 clusters Score -2.021828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 166105 members 
Entering Unmasked Estep 
Score: -20218290.000000 Penalty: 5964.845703
	Iteration 52Q: 3 clusters Score -2.021829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -20218290.000000 Penalty: 5964.845703
	Iteration 53Q: 3 clusters Score -2.021829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 166104 members 
Entering Unmasked Estep 
Score: -20218306.000000 Penalty: 5964.845703
	Iteration 54Q: 3 clusters Score -2.021831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 166102 members 
Entering Unmasked Estep 
Score: -20218312.000000 Penalty: 5964.845703
	Iteration 55Q: 3 clusters Score -2.021831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -20218306.000000 Penalty: 5964.845703
	Iteration 56Q: 3 clusters Score -2.021831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -20218312.000000 Penalty: 5964.845703
	Iteration 57Q: 3 clusters Score -2.021831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -20218330.000000 Penalty: 5964.845703
	Iteration 58Q: 3 clusters Score -2.021833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 166094 members 
Entering Unmasked Estep 
Score: -20218324.000000 Penalty: 5964.845703
	Iteration 59Q: 3 clusters Score -2.021832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 166091 members 
Entering Unmasked Estep 
Score: -20218324.000000 Penalty: 5964.845703
	Iteration 60F: 3 clusters Score -2.021832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -20218324.000000 Penalty: 5964.845703
	Iteration 61Q: 3 clusters Score -2.021832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 166088 members 
Entering Unmasked Estep 
Score: -20218318.000000 Penalty: 5964.845703
	Iteration 62Q: 3 clusters Score -2.021832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 166086 members 
Entering Unmasked Estep 
Score: -20218318.000000 Penalty: 5964.845703
	Iteration 63Q: 3 clusters Score -2.021832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 166085 members 
Entering Unmasked Estep 
Score: -20218322.000000 Penalty: 5964.845703
	Iteration 64Q: 3 clusters Score -2.021832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -20218314.000000 Penalty: 5964.845703
	Iteration 65Q: 3 clusters Score -2.021831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -20218314.000000 Penalty: 5964.845703
	Iteration 66F: 3 clusters Score -2.021831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -8181743.500000 Penalty: 2759.265625
	Iteration 0F: 2 clusters Score -8181744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8135997.500000 Penalty: 5518.531250
	Iteration 0F: 3 clusters Score -8135998 nChanged 31862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -8154211.500000 Penalty: 5518.531250
	Iteration 1F: 3 clusters Score -8154212 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -8154865.500000 Penalty: 5518.531250
	Iteration 2Q: 3 clusters Score -8154866 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8155613.000000 Penalty: 5518.531250
	Iteration 3Q: 3 clusters Score -8155613 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -8156529.500000 Penalty: 5518.531250
	Iteration 4Q: 3 clusters Score -8156530 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -8157799.000000 Penalty: 5518.531250
	Iteration 5Q: 3 clusters Score -8157799 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -8159713.000000 Penalty: 5518.531250
	Iteration 6F: 3 clusters Score -8159713 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -8162510.500000 Penalty: 5518.531250
	Iteration 7F: 3 clusters Score -8162510 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -8166186.000000 Penalty: 5518.531250
	Iteration 8F: 3 clusters Score -8166186 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8170329.000000 Penalty: 5518.531250
	Iteration 9F: 3 clusters Score -8170329 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -8173854.500000 Penalty: 5518.531250
	Iteration 10F: 3 clusters Score -8173854 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -8176332.000000 Penalty: 5518.531250
	Iteration 11Q: 3 clusters Score -8176332 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8177745.500000 Penalty: 5518.531250
	Iteration 12Q: 3 clusters Score -8177746 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8178471.000000 Penalty: 5518.531250
	Iteration 13Q: 3 clusters Score -8178471 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8178840.500000 Penalty: 5518.531250
	Iteration 14Q: 3 clusters Score -8178840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8179014.000000 Penalty: 5518.531250
	Iteration 15Q: 3 clusters Score -8179014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8179111.500000 Penalty: 5518.531250
	Iteration 16Q: 3 clusters Score -8179112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8179180.000000 Penalty: 5518.531250
	Iteration 17Q: 3 clusters Score -8179180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8179221.500000 Penalty: 5518.531250
	Iteration 18Q: 3 clusters Score -8179222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8179260.000000 Penalty: 5518.531250
	Iteration 19Q: 3 clusters Score -8179260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8179274.000000 Penalty: 5518.531250
	Iteration 20F: 3 clusters Score -8179274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8179302.000000 Penalty: 5518.531250
	Iteration 21Q: 3 clusters Score -8179302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8179322.000000 Penalty: 5518.531250
	Iteration 22Q: 3 clusters Score -8179322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8179326.500000 Penalty: 5518.531250
	Iteration 23Q: 3 clusters Score -8179326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8179331.500000 Penalty: 5518.531250
	Iteration 24Q: 3 clusters Score -8179332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8179337.000000 Penalty: 5518.531250
	Iteration 25Q: 3 clusters Score -8179337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8179340.000000 Penalty: 5518.531250
	Iteration 26Q: 3 clusters Score -8179340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8179336.000000 Penalty: 5518.531250
	Iteration 27Q: 3 clusters Score -8179336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8179336.000000 Penalty: 5518.531250
	Iteration 28F: 3 clusters Score -8179336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (34519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Entering Unmasked Estep 
Score: -3879130.750000 Penalty: 2591.417725
	Iteration 0F: 2 clusters Score -3879131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3855570.250000 Penalty: 5182.835449
	Iteration 0F: 3 clusters Score -3855570 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3864647.750000 Penalty: 5182.835449
	Iteration 1F: 3 clusters Score -3864648 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3865782.500000 Penalty: 5182.835449
	Iteration 2F: 3 clusters Score -3865782 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3867196.000000 Penalty: 5182.835449
	Iteration 3F: 3 clusters Score -3867196 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3868811.750000 Penalty: 5182.835449
	Iteration 4F: 3 clusters Score -3868812 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3870462.500000 Penalty: 5182.835449
	Iteration 5F: 3 clusters Score -3870462 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3871904.250000 Penalty: 5182.835449
	Iteration 6F: 3 clusters Score -3871904 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3873021.750000 Penalty: 5182.835449
	Iteration 7F: 3 clusters Score -3873022 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3873861.250000 Penalty: 5182.835449
	Iteration 8Q: 3 clusters Score -3873861 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3874526.500000 Penalty: 5182.835449
	Iteration 9Q: 3 clusters Score -3874526 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3875101.000000 Penalty: 5182.835449
	Iteration 10Q: 3 clusters Score -3875101 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3875494.500000 Penalty: 5182.835449
	Iteration 11Q: 3 clusters Score -3875494 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3875835.250000 Penalty: 5182.835449
	Iteration 12Q: 3 clusters Score -3875835 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3876129.750000 Penalty: 5182.835449
	Iteration 13Q: 3 clusters Score -3876130 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3876367.000000 Penalty: 5182.835449
	Iteration 14Q: 3 clusters Score -3876367 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3876650.000000 Penalty: 5182.835449
	Iteration 15Q: 3 clusters Score -3876650 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3876920.750000 Penalty: 5182.835449
	Iteration 16Q: 3 clusters Score -3876921 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3877227.750000 Penalty: 5182.835449
	Iteration 17Q: 3 clusters Score -3877228 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3877646.500000 Penalty: 5182.835449
	Iteration 18Q: 3 clusters Score -3877646 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3878133.000000 Penalty: 5182.835449
	Iteration 19Q: 3 clusters Score -3878133 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3878496.250000 Penalty: 5182.835449
	Iteration 20F: 3 clusters Score -3878496 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3878744.500000 Penalty: 5182.835449
	Iteration 21Q: 3 clusters Score -3878744 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3878908.250000 Penalty: 5182.835449
	Iteration 22Q: 3 clusters Score -3878908 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3879003.250000 Penalty: 5182.835449
	Iteration 23Q: 3 clusters Score -3879003 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3879044.250000 Penalty: 5182.835449
	Iteration 24Q: 3 clusters Score -3879044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3879086.250000 Penalty: 5182.835449
	Iteration 25Q: 3 clusters Score -3879086 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3879095.500000 Penalty: 5182.835449
	Iteration 26Q: 3 clusters Score -3879096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3879112.750000 Penalty: 5182.835449
	Iteration 27Q: 3 clusters Score -3879113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3879116.250000 Penalty: 5182.835449
	Iteration 28Q: 3 clusters Score -3879116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3879115.000000 Penalty: 5182.835449
	Iteration 29Q: 3 clusters Score -3879115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3879126.750000 Penalty: 5182.835449
	Iteration 30Q: 3 clusters Score -3879127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3879131.000000 Penalty: 5182.835449
	Iteration 31Q: 3 clusters Score -3879131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3879138.000000 Penalty: 5182.835449
	Iteration 32Q: 3 clusters Score -3879138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3879138.250000 Penalty: 5182.835449
	Iteration 33Q: 3 clusters Score -3879138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3879145.000000 Penalty: 5182.835449
	Iteration 34Q: 3 clusters Score -3879145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3879150.250000 Penalty: 5182.835449
	Iteration 35Q: 3 clusters Score -3879150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3879144.250000 Penalty: 5182.835449
	Iteration 36Q: 3 clusters Score -3879144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3879147.000000 Penalty: 5182.835449
	Iteration 37Q: 3 clusters Score -3879147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3879150.750000 Penalty: 5182.835449
	Iteration 38Q: 3 clusters Score -3879151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3879154.750000 Penalty: 5182.835449
	Iteration 39Q: 3 clusters Score -3879155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3879156.500000 Penalty: 5182.835449
	Iteration 40F: 3 clusters Score -3879156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3879161.000000 Penalty: 5182.835449
	Iteration 41Q: 3 clusters Score -3879161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3879159.500000 Penalty: 5182.835449
	Iteration 42Q: 3 clusters Score -3879160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3879164.000000 Penalty: 5182.835449
	Iteration 43Q: 3 clusters Score -3879164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3879157.250000 Penalty: 5182.835449
	Iteration 44Q: 3 clusters Score -3879157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3879166.500000 Penalty: 5182.835449
	Iteration 45Q: 3 clusters Score -3879166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3879175.250000 Penalty: 5182.835449
	Iteration 46Q: 3 clusters Score -3879175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3879177.750000 Penalty: 5182.835449
	Iteration 47Q: 3 clusters Score -3879178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3879174.750000 Penalty: 5182.835449
	Iteration 48Q: 3 clusters Score -3879175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3879172.250000 Penalty: 5182.835449
	Iteration 49Q: 3 clusters Score -3879172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3879160.250000 Penalty: 5182.835449
	Iteration 50Q: 3 clusters Score -3879160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3879166.250000 Penalty: 5182.835449
	Iteration 51Q: 3 clusters Score -3879166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3879172.750000 Penalty: 5182.835449
	Iteration 52Q: 3 clusters Score -3879173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3879171.500000 Penalty: 5182.835449
	Iteration 53Q: 3 clusters Score -3879172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3879176.500000 Penalty: 5182.835449
	Iteration 54Q: 3 clusters Score -3879176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3879176.250000 Penalty: 5182.835449
	Iteration 55Q: 3 clusters Score -3879176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3879175.000000 Penalty: 5182.835449
	Iteration 56Q: 3 clusters Score -3879175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3879178.500000 Penalty: 5182.835449
	Iteration 57Q: 3 clusters Score -3879178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3879183.000000 Penalty: 5182.835449
	Iteration 58Q: 3 clusters Score -3879183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3879182.000000 Penalty: 5182.835449
	Iteration 59Q: 3 clusters Score -3879182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3879186.750000 Penalty: 5182.835449
	Iteration 60F: 3 clusters Score -3879187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3879185.750000 Penalty: 5182.835449
	Iteration 61Q: 3 clusters Score -3879186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3879185.750000 Penalty: 5182.835449
	Iteration 62F: 3 clusters Score -3879186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 27204 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 57654 members 
Mstep: Class 35 contains 33792 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 7315 members 
Entering Unmasked Estep 
Score: -205574000.000000 Penalty: 132088.375000
Splitting cluster 27 changes total score from -205569984.000000 to -205574000.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -619249.250000 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -619249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -614269.625000 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -614269.6 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -615697.687500 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -615697.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -616074.937500 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -616074.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -616401.875000 Penalty: 4288.472656
	Iteration 3F: 3 clusters Score -616401.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -616677.437500 Penalty: 4288.472656
	Iteration 4F: 3 clusters Score -616677.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -616972.125000 Penalty: 4288.472656
	Iteration 5F: 3 clusters Score -616972.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -617271.312500 Penalty: 4288.472656
	Iteration 6F: 3 clusters Score -617271.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -617612.000000 Penalty: 4288.472656
	Iteration 7F: 3 clusters Score -617612 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -617984.562500 Penalty: 4288.472656
	Iteration 8F: 3 clusters Score -617984.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -618301.687500 Penalty: 4288.472656
	Iteration 9F: 3 clusters Score -618301.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -618641.250000 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -618641.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -618994.875000 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -618994.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -619281.062500 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -619281.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -619445.250000 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -619445.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -619521.750000 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -619521.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -619562.437500 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -619562.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -619584.375000 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -619584.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -619593.250000 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -619593.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -619597.187500 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -619597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -619598.562500 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -619598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -619601.812500 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -619601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -619604.250000 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -619604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -619604.937500 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -619604.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -619607.125000 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -619607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -619608.250000 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -619608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -619609.500000 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -619609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -619609.812500 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -619609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -619609.812500 Penalty: 4288.472656
	Iteration 27F: 3 clusters Score -619609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 27204 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 57654 members 
Mstep: Class 35 contains 33792 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 7315 members 
Mstep: Class 38 contains 2832 members 
Entering Unmasked Estep 
Score: -205572816.000000 Penalty: 135658.328125
Splitting cluster 28 changes total score from -205569984.000000 to -205572816.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -148774.171875 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -148774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -146639.406250 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -146639.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147531.687500 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -147531.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147985.046875 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -147985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -148130.515625 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -148130.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -148220.375000 Penalty: 3592.427734
	Iteration 4F: 3 clusters Score -148220.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -148287.343750 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -148287.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -148341.875000 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -148341.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -148428.796875 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -148428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -148566.187500 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -148566.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -148808.015625 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -148808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -148873.578125 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -148873.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -148922.187500 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -148922.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -148966.406250 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -148966.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -149010.703125 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -149010.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -149049.734375 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -149049.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149097.703125 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -149097.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -149139.578125 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -149139.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -149168.671875 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -149168.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -149189.062500 Penalty: 3592.427734
	Iteration 18Q: 3 clusters Score -149189.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149212.078125 Penalty: 3592.427734
	Iteration 19Q: 3 clusters Score -149212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149223.984375 Penalty: 3592.427734
	Iteration 20F: 3 clusters Score -149224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -149234.015625 Penalty: 3592.427734
	Iteration 21Q: 3 clusters Score -149234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -149237.671875 Penalty: 3592.427734
	Iteration 22Q: 3 clusters Score -149237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149243.890625 Penalty: 3592.427734
	Iteration 23Q: 3 clusters Score -149243.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -149251.812500 Penalty: 3592.427734
	Iteration 24Q: 3 clusters Score -149251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149266.015625 Penalty: 3592.427734
	Iteration 25Q: 3 clusters Score -149266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -149282.218750 Penalty: 3592.427734
	Iteration 26Q: 3 clusters Score -149282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -149297.593750 Penalty: 3592.427734
	Iteration 27Q: 3 clusters Score -149297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -149307.343750 Penalty: 3592.427734
	Iteration 28Q: 3 clusters Score -149307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -149314.734375 Penalty: 3592.427734
	Iteration 29Q: 3 clusters Score -149314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -149316.859375 Penalty: 3592.427734
	Iteration 30Q: 3 clusters Score -149316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149317.843750 Penalty: 3592.427734
	Iteration 31Q: 3 clusters Score -149317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -149319.046875 Penalty: 3592.427734
	Iteration 32Q: 3 clusters Score -149319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -149320.484375 Penalty: 3592.427734
	Iteration 33Q: 3 clusters Score -149320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -149321.156250 Penalty: 3592.427734
	Iteration 34Q: 3 clusters Score -149321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -149321.156250 Penalty: 3592.427734
	Iteration 35F: 3 clusters Score -149321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 27204 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 769 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 57654 members 
Mstep: Class 35 contains 33792 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 7315 members 
Mstep: Class 38 contains 2832 members 
Mstep: Class 39 contains 629 members 
Entering Unmasked Estep 
Score: -205571584.000000 Penalty: 139228.281250
Splitting cluster 29 changes total score from -205569984.000000 to -205571584.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 30 (81576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Entering Unmasked Estep 
Score: -9666395.000000 Penalty: 2804.703857
	Iteration 0F: 2 clusters Score -9666395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -9611693.000000 Penalty: 5609.407715
	Iteration 0F: 3 clusters Score -9611693 nChanged 38315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -9633493.000000 Penalty: 5609.407715
	Iteration 1F: 3 clusters Score -9633493 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -9634268.000000 Penalty: 5609.407715
	Iteration 2Q: 3 clusters Score -9634268 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -9635031.000000 Penalty: 5609.407715
	Iteration 3Q: 3 clusters Score -9635031 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -9635916.000000 Penalty: 5609.407715
	Iteration 4Q: 3 clusters Score -9635916 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -9637136.000000 Penalty: 5609.407715
	Iteration 5Q: 3 clusters Score -9637136 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -9638788.000000 Penalty: 5609.407715
	Iteration 6Q: 3 clusters Score -9638788 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -9641310.000000 Penalty: 5609.407715
	Iteration 7F: 3 clusters Score -9641310 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -9645095.000000 Penalty: 5609.407715
	Iteration 8F: 3 clusters Score -9645095 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -9650164.000000 Penalty: 5609.407715
	Iteration 9F: 3 clusters Score -9650164 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -9655411.000000 Penalty: 5609.407715
	Iteration 10F: 3 clusters Score -9655411 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -9659129.000000 Penalty: 5609.407715
	Iteration 11F: 3 clusters Score -9659129 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -9661316.000000 Penalty: 5609.407715
	Iteration 12Q: 3 clusters Score -9661316 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9662500.000000 Penalty: 5609.407715
	Iteration 13Q: 3 clusters Score -9662500 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9663066.000000 Penalty: 5609.407715
	Iteration 14Q: 3 clusters Score -9663066 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9663406.000000 Penalty: 5609.407715
	Iteration 15Q: 3 clusters Score -9663406 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9663577.000000 Penalty: 5609.407715
	Iteration 16Q: 3 clusters Score -9663577 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9663706.000000 Penalty: 5609.407715
	Iteration 17Q: 3 clusters Score -9663706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9663814.000000 Penalty: 5609.407715
	Iteration 18Q: 3 clusters Score -9663814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9663875.000000 Penalty: 5609.407715
	Iteration 19Q: 3 clusters Score -9663875 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9663922.000000 Penalty: 5609.407715
	Iteration 20F: 3 clusters Score -9663922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9663946.000000 Penalty: 5609.407715
	Iteration 21Q: 3 clusters Score -9663946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9663976.000000 Penalty: 5609.407715
	Iteration 22Q: 3 clusters Score -9663976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9663991.000000 Penalty: 5609.407715
	Iteration 23Q: 3 clusters Score -9663991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9664014.000000 Penalty: 5609.407715
	Iteration 24Q: 3 clusters Score -9664014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9664044.000000 Penalty: 5609.407715
	Iteration 25Q: 3 clusters Score -9664044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9664056.000000 Penalty: 5609.407715
	Iteration 26Q: 3 clusters Score -9664056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9664064.000000 Penalty: 5609.407715
	Iteration 27Q: 3 clusters Score -9664064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9664078.000000 Penalty: 5609.407715
	Iteration 28Q: 3 clusters Score -9664078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9664091.000000 Penalty: 5609.407715
	Iteration 29Q: 3 clusters Score -9664091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9664097.000000 Penalty: 5609.407715
	Iteration 30Q: 3 clusters Score -9664097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9664108.000000 Penalty: 5609.407715
	Iteration 31Q: 3 clusters Score -9664108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9664095.000000 Penalty: 5609.407715
	Iteration 32Q: 3 clusters Score -9664095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9664108.000000 Penalty: 5609.407715
	Iteration 33Q: 3 clusters Score -9664108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9664105.000000 Penalty: 5609.407715
	Iteration 34Q: 3 clusters Score -9664105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9664109.000000 Penalty: 5609.407715
	Iteration 35Q: 3 clusters Score -9664109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9664115.000000 Penalty: 5609.407715
	Iteration 36Q: 3 clusters Score -9664115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9664108.000000 Penalty: 5609.407715
	Iteration 37Q: 3 clusters Score -9664108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9664112.000000 Penalty: 5609.407715
	Iteration 38Q: 3 clusters Score -9664112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9664116.000000 Penalty: 5609.407715
	Iteration 39Q: 3 clusters Score -9664116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9664116.000000 Penalty: 5609.407715
	Iteration 40F: 3 clusters Score -9664116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Entering Unmasked Estep 
Score: -849876.187500 Penalty: 2223.054199
	Iteration 0F: 2 clusters Score -849876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -843565.375000 Penalty: 4446.108398
	Iteration 0F: 3 clusters Score -843565.4 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -845467.000000 Penalty: 4446.108398
	Iteration 1F: 3 clusters Score -845467 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -845842.000000 Penalty: 4446.108398
	Iteration 2F: 3 clusters Score -845842 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -846125.125000 Penalty: 4446.108398
	Iteration 3F: 3 clusters Score -846125.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -846338.187500 Penalty: 4446.108398
	Iteration 4F: 3 clusters Score -846338.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -846530.125000 Penalty: 4446.108398
	Iteration 5Q: 3 clusters Score -846530.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -846708.500000 Penalty: 4446.108398
	Iteration 6Q: 3 clusters Score -846708.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -846853.562500 Penalty: 4446.108398
	Iteration 7Q: 3 clusters Score -846853.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -846977.125000 Penalty: 4446.108398
	Iteration 8Q: 3 clusters Score -846977.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -847085.937500 Penalty: 4446.108398
	Iteration 9Q: 3 clusters Score -847085.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -847194.000000 Penalty: 4446.108398
	Iteration 10Q: 3 clusters Score -847194 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -847309.625000 Penalty: 4446.108398
	Iteration 11Q: 3 clusters Score -847309.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -847433.000000 Penalty: 4446.108398
	Iteration 12Q: 3 clusters Score -847433 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -847522.437500 Penalty: 4446.108398
	Iteration 13Q: 3 clusters Score -847522.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -847609.937500 Penalty: 4446.108398
	Iteration 14Q: 3 clusters Score -847609.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -847675.625000 Penalty: 4446.108398
	Iteration 15Q: 3 clusters Score -847675.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -847733.875000 Penalty: 4446.108398
	Iteration 16Q: 3 clusters Score -847733.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -847769.812500 Penalty: 4446.108398
	Iteration 17Q: 3 clusters Score -847769.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -847794.062500 Penalty: 4446.108398
	Iteration 18Q: 3 clusters Score -847794.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -847812.375000 Penalty: 4446.108398
	Iteration 19Q: 3 clusters Score -847812.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -847835.687500 Penalty: 4446.108398
	Iteration 20F: 3 clusters Score -847835.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -847851.937500 Penalty: 4446.108398
	Iteration 21Q: 3 clusters Score -847851.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -847867.562500 Penalty: 4446.108398
	Iteration 22Q: 3 clusters Score -847867.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -847882.250000 Penalty: 4446.108398
	Iteration 23Q: 3 clusters Score -847882.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -847900.437500 Penalty: 4446.108398
	Iteration 24Q: 3 clusters Score -847900.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -847921.625000 Penalty: 4446.108398
	Iteration 25Q: 3 clusters Score -847921.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -847934.875000 Penalty: 4446.108398
	Iteration 26Q: 3 clusters Score -847934.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -847947.812500 Penalty: 4446.108398
	Iteration 27Q: 3 clusters Score -847947.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -847958.375000 Penalty: 4446.108398
	Iteration 28Q: 3 clusters Score -847958.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -847968.375000 Penalty: 4446.108398
	Iteration 29Q: 3 clusters Score -847968.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -847979.750000 Penalty: 4446.108398
	Iteration 30Q: 3 clusters Score -847979.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -847997.250000 Penalty: 4446.108398
	Iteration 31Q: 3 clusters Score -847997.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -848012.750000 Penalty: 4446.108398
	Iteration 32Q: 3 clusters Score -848012.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -848030.062500 Penalty: 4446.108398
	Iteration 33Q: 3 clusters Score -848030.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -848044.000000 Penalty: 4446.108398
	Iteration 34Q: 3 clusters Score -848044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -848059.312500 Penalty: 4446.108398
	Iteration 35Q: 3 clusters Score -848059.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -848067.250000 Penalty: 4446.108398
	Iteration 36Q: 3 clusters Score -848067.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -848077.312500 Penalty: 4446.108398
	Iteration 37Q: 3 clusters Score -848077.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -848082.687500 Penalty: 4446.108398
	Iteration 38Q: 3 clusters Score -848082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -848086.937500 Penalty: 4446.108398
	Iteration 39Q: 3 clusters Score -848086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -848091.875000 Penalty: 4446.108398
	Iteration 40F: 3 clusters Score -848091.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -848095.812500 Penalty: 4446.108398
	Iteration 41Q: 3 clusters Score -848095.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -848099.625000 Penalty: 4446.108398
	Iteration 42Q: 3 clusters Score -848099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -848104.187500 Penalty: 4446.108398
	Iteration 43Q: 3 clusters Score -848104.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -848111.125000 Penalty: 4446.108398
	Iteration 44Q: 3 clusters Score -848111.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -848116.750000 Penalty: 4446.108398
	Iteration 45Q: 3 clusters Score -848116.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -848124.125000 Penalty: 4446.108398
	Iteration 46Q: 3 clusters Score -848124.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -848132.312500 Penalty: 4446.108398
	Iteration 47Q: 3 clusters Score -848132.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -848138.125000 Penalty: 4446.108398
	Iteration 48Q: 3 clusters Score -848138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -848139.687500 Penalty: 4446.108398
	Iteration 49Q: 3 clusters Score -848139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -848138.937500 Penalty: 4446.108398
	Iteration 50Q: 3 clusters Score -848138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -848142.375000 Penalty: 4446.108398
	Iteration 51Q: 3 clusters Score -848142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -848142.875000 Penalty: 4446.108398
	Iteration 52Q: 3 clusters Score -848142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -848146.375000 Penalty: 4446.108398
	Iteration 53Q: 3 clusters Score -848146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -848152.000000 Penalty: 4446.108398
	Iteration 54Q: 3 clusters Score -848152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -848155.500000 Penalty: 4446.108398
	Iteration 55Q: 3 clusters Score -848155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -848161.937500 Penalty: 4446.108398
	Iteration 56Q: 3 clusters Score -848161.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -848165.937500 Penalty: 4446.108398
	Iteration 57Q: 3 clusters Score -848165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -848170.375000 Penalty: 4446.108398
	Iteration 58Q: 3 clusters Score -848170.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -848176.000000 Penalty: 4446.108398
	Iteration 59Q: 3 clusters Score -848176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -848182.375000 Penalty: 4446.108398
	Iteration 60F: 3 clusters Score -848182.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -848186.500000 Penalty: 4446.108398
	Iteration 61Q: 3 clusters Score -848186.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -848193.562500 Penalty: 4446.108398
	Iteration 62Q: 3 clusters Score -848193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -848194.750000 Penalty: 4446.108398
	Iteration 63Q: 3 clusters Score -848194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -848196.250000 Penalty: 4446.108398
	Iteration 64Q: 3 clusters Score -848196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -848198.687500 Penalty: 4446.108398
	Iteration 65Q: 3 clusters Score -848198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -848201.375000 Penalty: 4446.108398
	Iteration 66Q: 3 clusters Score -848201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -848203.250000 Penalty: 4446.108398
	Iteration 67Q: 3 clusters Score -848203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -848210.937500 Penalty: 4446.108398
	Iteration 68Q: 3 clusters Score -848210.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -848219.875000 Penalty: 4446.108398
	Iteration 69Q: 3 clusters Score -848219.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -848228.500000 Penalty: 4446.108398
	Iteration 70Q: 3 clusters Score -848228.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -848237.062500 Penalty: 4446.108398
	Iteration 71Q: 3 clusters Score -848237.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -848246.187500 Penalty: 4446.108398
	Iteration 72Q: 3 clusters Score -848246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -848255.625000 Penalty: 4446.108398
	Iteration 73Q: 3 clusters Score -848255.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -848267.062500 Penalty: 4446.108398
	Iteration 74Q: 3 clusters Score -848267.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -848285.812500 Penalty: 4446.108398
	Iteration 75Q: 3 clusters Score -848285.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -848295.062500 Penalty: 4446.108398
	Iteration 76Q: 3 clusters Score -848295.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -848303.312500 Penalty: 4446.108398
	Iteration 77Q: 3 clusters Score -848303.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -848312.312500 Penalty: 4446.108398
	Iteration 78Q: 3 clusters Score -848312.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -848317.375000 Penalty: 4446.108398
	Iteration 79Q: 3 clusters Score -848317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -848326.937500 Penalty: 4446.108398
	Iteration 80F: 3 clusters Score -848326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -848335.187500 Penalty: 4446.108398
	Iteration 81Q: 3 clusters Score -848335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -848342.375000 Penalty: 4446.108398
	Iteration 82Q: 3 clusters Score -848342.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -848353.500000 Penalty: 4446.108398
	Iteration 83Q: 3 clusters Score -848353.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -848368.750000 Penalty: 4446.108398
	Iteration 84Q: 3 clusters Score -848368.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -848385.250000 Penalty: 4446.108398
	Iteration 85Q: 3 clusters Score -848385.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -848398.312500 Penalty: 4446.108398
	Iteration 86Q: 3 clusters Score -848398.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -848414.187500 Penalty: 4446.108398
	Iteration 87Q: 3 clusters Score -848414.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -848438.750000 Penalty: 4446.108398
	Iteration 88Q: 3 clusters Score -848438.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -848454.062500 Penalty: 4446.108398
	Iteration 89Q: 3 clusters Score -848454.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -848466.875000 Penalty: 4446.108398
	Iteration 90Q: 3 clusters Score -848466.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -848477.125000 Penalty: 4446.108398
	Iteration 91Q: 3 clusters Score -848477.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -848490.000000 Penalty: 4446.108398
	Iteration 92Q: 3 clusters Score -848490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -848495.250000 Penalty: 4446.108398
	Iteration 93Q: 3 clusters Score -848495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -848498.312500 Penalty: 4446.108398
	Iteration 94Q: 3 clusters Score -848498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -848497.500000 Penalty: 4446.108398
	Iteration 95Q: 3 clusters Score -848497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -848499.562500 Penalty: 4446.108398
	Iteration 96Q: 3 clusters Score -848499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -848500.562500 Penalty: 4446.108398
	Iteration 97Q: 3 clusters Score -848500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -848501.375000 Penalty: 4446.108398
	Iteration 98Q: 3 clusters Score -848501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -848505.250000 Penalty: 4446.108398
	Iteration 99Q: 3 clusters Score -848505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -848505.750000 Penalty: 4446.108398
	Iteration 100F: 3 clusters Score -848505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -848508.125000 Penalty: 4446.108398
	Iteration 101Q: 3 clusters Score -848508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -848507.937500 Penalty: 4446.108398
	Iteration 102Q: 3 clusters Score -848507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -848508.750000 Penalty: 4446.108398
	Iteration 103Q: 3 clusters Score -848508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -848508.750000 Penalty: 4446.108398
	Iteration 104F: 3 clusters Score -848508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Entering Unmasked Estep 
Score: -419100.500000 Penalty: 2044.203491
	Iteration 0F: 2 clusters Score -419100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -415314.250000 Penalty: 4088.406982
	Iteration 0F: 3 clusters Score -415314.2 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -416301.718750 Penalty: 4088.406982
	Iteration 1F: 3 clusters Score -416301.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -416674.250000 Penalty: 4088.406982
	Iteration 2F: 3 clusters Score -416674.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -416944.531250 Penalty: 4088.406982
	Iteration 3F: 3 clusters Score -416944.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -417142.437500 Penalty: 4088.406982
	Iteration 4F: 3 clusters Score -417142.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -417293.593750 Penalty: 4088.406982
	Iteration 5F: 3 clusters Score -417293.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -417468.968750 Penalty: 4088.406982
	Iteration 6Q: 3 clusters Score -417469 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -417675.875000 Penalty: 4088.406982
	Iteration 7Q: 3 clusters Score -417675.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -417910.187500 Penalty: 4088.406982
	Iteration 8F: 3 clusters Score -417910.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -418118.218750 Penalty: 4088.406982
	Iteration 9Q: 3 clusters Score -418118.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -418340.750000 Penalty: 4088.406982
	Iteration 10Q: 3 clusters Score -418340.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -418499.500000 Penalty: 4088.406982
	Iteration 11Q: 3 clusters Score -418499.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -418578.375000 Penalty: 4088.406982
	Iteration 12Q: 3 clusters Score -418578.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -418620.250000 Penalty: 4088.406982
	Iteration 13Q: 3 clusters Score -418620.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -418645.687500 Penalty: 4088.406982
	Iteration 14Q: 3 clusters Score -418645.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -418670.937500 Penalty: 4088.406982
	Iteration 15Q: 3 clusters Score -418670.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -418694.375000 Penalty: 4088.406982
	Iteration 16Q: 3 clusters Score -418694.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -418706.937500 Penalty: 4088.406982
	Iteration 17Q: 3 clusters Score -418706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -418715.062500 Penalty: 4088.406982
	Iteration 18Q: 3 clusters Score -418715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -418720.093750 Penalty: 4088.406982
	Iteration 19Q: 3 clusters Score -418720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -418822.187500 Penalty: 4088.406982
	Iteration 20F: 3 clusters Score -418822.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -418987.125000 Penalty: 4088.406982
	Iteration 21Q: 3 clusters Score -418987.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -419092.750000 Penalty: 4088.406982
	Iteration 22Q: 3 clusters Score -419092.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -419157.312500 Penalty: 4088.406982
	Iteration 23Q: 3 clusters Score -419157.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -419190.406250 Penalty: 4088.406982
	Iteration 24Q: 3 clusters Score -419190.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -419213.187500 Penalty: 4088.406982
	Iteration 25Q: 3 clusters Score -419213.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -419226.750000 Penalty: 4088.406982
	Iteration 26Q: 3 clusters Score -419226.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -419238.218750 Penalty: 4088.406982
	Iteration 27Q: 3 clusters Score -419238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -419245.406250 Penalty: 4088.406982
	Iteration 28Q: 3 clusters Score -419245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -419249.875000 Penalty: 4088.406982
	Iteration 29Q: 3 clusters Score -419249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -419253.718750 Penalty: 4088.406982
	Iteration 30Q: 3 clusters Score -419253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -419254.593750 Penalty: 4088.406982
	Iteration 31Q: 3 clusters Score -419254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -419256.125000 Penalty: 4088.406982
	Iteration 32Q: 3 clusters Score -419256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -419257.031250 Penalty: 4088.406982
	Iteration 33Q: 3 clusters Score -419257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -419259.187500 Penalty: 4088.406982
	Iteration 34Q: 3 clusters Score -419259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -419258.375000 Penalty: 4088.406982
	Iteration 35Q: 3 clusters Score -419258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -419258.375000 Penalty: 4088.406982
	Iteration 36F: 3 clusters Score -419258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 27204 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 769 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 57654 members 
Mstep: Class 35 contains 33792 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 7315 members 
Mstep: Class 38 contains 2832 members 
Mstep: Class 39 contains 629 members 
Mstep: Class 40 contains 702 members 
Entering Unmasked Estep 
Score: -205570304.000000 Penalty: 142798.250000
Splitting cluster 32 changes total score from -205569984.000000 to -205570304.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 33 (26920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Entering Unmasked Estep 
Score: -3109506.750000 Penalty: 2529.754883
	Iteration 0F: 2 clusters Score -3109507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3090960.000000 Penalty: 5059.509766
	Iteration 0F: 3 clusters Score -3090960 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3097430.250000 Penalty: 5059.509766
	Iteration 1F: 3 clusters Score -3097430 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3097832.750000 Penalty: 5059.509766
	Iteration 2Q: 3 clusters Score -3097833 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3098167.000000 Penalty: 5059.509766
	Iteration 3Q: 3 clusters Score -3098167 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3098482.250000 Penalty: 5059.509766
	Iteration 4Q: 3 clusters Score -3098482 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3098795.000000 Penalty: 5059.509766
	Iteration 5Q: 3 clusters Score -3098795 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3099129.500000 Penalty: 5059.509766
	Iteration 6Q: 3 clusters Score -3099130 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3099485.250000 Penalty: 5059.509766
	Iteration 7Q: 3 clusters Score -3099485 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3099877.750000 Penalty: 5059.509766
	Iteration 8Q: 3 clusters Score -3099878 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3100318.000000 Penalty: 5059.509766
	Iteration 9Q: 3 clusters Score -3100318 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3100812.250000 Penalty: 5059.509766
	Iteration 10Q: 3 clusters Score -3100812 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3101450.000000 Penalty: 5059.509766
	Iteration 11Q: 3 clusters Score -3101450 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3102155.000000 Penalty: 5059.509766
	Iteration 12Q: 3 clusters Score -3102155 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3102874.250000 Penalty: 5059.509766
	Iteration 13Q: 3 clusters Score -3102874 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3103641.250000 Penalty: 5059.509766
	Iteration 14Q: 3 clusters Score -3103641 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3104384.750000 Penalty: 5059.509766
	Iteration 15Q: 3 clusters Score -3104385 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3105028.500000 Penalty: 5059.509766
	Iteration 16Q: 3 clusters Score -3105028 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3105561.000000 Penalty: 5059.509766
	Iteration 17Q: 3 clusters Score -3105561 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3106040.500000 Penalty: 5059.509766
	Iteration 18Q: 3 clusters Score -3106040 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3106402.250000 Penalty: 5059.509766
	Iteration 19Q: 3 clusters Score -3106402 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3106719.250000 Penalty: 5059.509766
	Iteration 20F: 3 clusters Score -3106719 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3106933.250000 Penalty: 5059.509766
	Iteration 21Q: 3 clusters Score -3106933 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3107071.000000 Penalty: 5059.509766
	Iteration 22Q: 3 clusters Score -3107071 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3107148.750000 Penalty: 5059.509766
	Iteration 23Q: 3 clusters Score -3107149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3107201.500000 Penalty: 5059.509766
	Iteration 24Q: 3 clusters Score -3107202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3107253.250000 Penalty: 5059.509766
	Iteration 25Q: 3 clusters Score -3107253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3107289.750000 Penalty: 5059.509766
	Iteration 26Q: 3 clusters Score -3107290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3107319.750000 Penalty: 5059.509766
	Iteration 27Q: 3 clusters Score -3107320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3107336.250000 Penalty: 5059.509766
	Iteration 28Q: 3 clusters Score -3107336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3107342.250000 Penalty: 5059.509766
	Iteration 29Q: 3 clusters Score -3107342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3107353.500000 Penalty: 5059.509766
	Iteration 30Q: 3 clusters Score -3107354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3107360.250000 Penalty: 5059.509766
	Iteration 31Q: 3 clusters Score -3107360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3107363.000000 Penalty: 5059.509766
	Iteration 32Q: 3 clusters Score -3107363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3107369.250000 Penalty: 5059.509766
	Iteration 33Q: 3 clusters Score -3107369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3107370.250000 Penalty: 5059.509766
	Iteration 34Q: 3 clusters Score -3107370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3107373.250000 Penalty: 5059.509766
	Iteration 35Q: 3 clusters Score -3107373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3107375.500000 Penalty: 5059.509766
	Iteration 36Q: 3 clusters Score -3107376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3107373.500000 Penalty: 5059.509766
	Iteration 37Q: 3 clusters Score -3107374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3107378.250000 Penalty: 5059.509766
	Iteration 38Q: 3 clusters Score -3107378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3107378.250000 Penalty: 5059.509766
	Iteration 39F: 3 clusters Score -3107378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 246546 members 
Mstep: Class 3 contains 169767 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 94790 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 95928 members 
Mstep: Class 14 contains 114662 members 
Mstep: Class 15 contains 32827 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 127528 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167025 members 
Mstep: Class 26 contains 67919 members 
Mstep: Class 27 contains 27204 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 769 members 
Mstep: Class 30 contains 81576 members 
Mstep: Class 31 contains 7816 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 26920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205576672.000000 Penalty: 142798.250000
Iteration 159Q: 41 clusters Score -2.055767e+08 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 246894 members 
Mstep: Class 3 contains 169743 members 
Mstep: Class 4 contains 17566 members 
Mstep: Class 5 contains 43034 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 160450 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 94868 members 
Mstep: Class 12 contains 15468 members 
Mstep: Class 13 contains 95912 members 
Mstep: Class 14 contains 114894 members 
Mstep: Class 15 contains 32915 members 
Mstep: Class 16 contains 37853 members 
Mstep: Class 17 contains 14437 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 15005 members 
Mstep: Class 20 contains 17897 members 
Mstep: Class 21 contains 8361 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 127614 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 167227 members 
Mstep: Class 26 contains 67913 members 
Mstep: Class 27 contains 26805 members 
Mstep: Class 28 contains 2923 members 
Mstep: Class 29 contains 770 members 
Mstep: Class 30 contains 81687 members 
Mstep: Class 31 contains 7853 members 
Mstep: Class 32 contains 3207 members 
Mstep: Class 33 contains 26982 members 
Mstep: Class 34 contains 55512 members 
Mstep: Class 35 contains 31972 members 
Mstep: Class 36 contains 472 members 
Mstep: Class 37 contains 6864 members 
Mstep: Class 38 contains 2674 members 
Mstep: Class 39 contains 628 members 
Mstep: Class 40 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205581328.000000 Penalty: 142798.250000
Iteration 160F: 41 clusters Score -2.055813e+08 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 246558 members 
Mstep: Class 3 contains 169443 members 
Mstep: Class 4 contains 17141 members 
Mstep: Class 5 contains 43310 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 5033 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 159556 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 94625 members 
Mstep: Class 12 contains 15436 members 
Mstep: Class 13 contains 95712 members 
Mstep: Class 14 contains 114708 members 
Mstep: Class 15 contains 32939 members 
Mstep: Class 16 contains 37802 members 
Mstep: Class 17 contains 14338 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 14940 members 
Mstep: Class 20 contains 17744 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 127551 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 167169 members 
Mstep: Class 26 contains 67873 members 
Mstep: Class 27 contains 26332 members 
Mstep: Class 28 contains 2969 members 
Mstep: Class 29 contains 771 members 
Mstep: Class 30 contains 81529 members 
Mstep: Class 31 contains 7840 members 
Mstep: Class 32 contains 3213 members 
Mstep: Class 33 contains 26932 members 
Mstep: Class 34 contains 56387 members 
Mstep: Class 35 contains 32546 members 
Mstep: Class 36 contains 480 members 
Mstep: Class 37 contains 7759 members 
Mstep: Class 38 contains 3325 members 
Mstep: Class 39 contains 656 members 
Mstep: Class 40 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583600.000000 Penalty: 142798.250000
Iteration 161Q: 41 clusters Score -2.055836e+08 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 246387 members 
Mstep: Class 3 contains 169173 members 
Mstep: Class 4 contains 16862 members 
Mstep: Class 5 contains 43667 members 
Mstep: Class 6 contains 38111 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 158778 members 
Mstep: Class 10 contains 10430 members 
Mstep: Class 11 contains 94437 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 95484 members 
Mstep: Class 14 contains 114525 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 37779 members 
Mstep: Class 17 contains 14257 members 
Mstep: Class 18 contains 6421 members 
Mstep: Class 19 contains 14898 members 
Mstep: Class 20 contains 17687 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 127561 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 167150 members 
Mstep: Class 26 contains 67851 members 
Mstep: Class 27 contains 26000 members 
Mstep: Class 28 contains 3022 members 
Mstep: Class 29 contains 782 members 
Mstep: Class 30 contains 81394 members 
Mstep: Class 31 contains 7874 members 
Mstep: Class 32 contains 3209 members 
Mstep: Class 33 contains 26899 members 
Mstep: Class 34 contains 56953 members 
Mstep: Class 35 contains 32919 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 8364 members 
Mstep: Class 38 contains 3832 members 
Mstep: Class 39 contains 668 members 
Mstep: Class 40 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585248.000000 Penalty: 142798.250000
Iteration 162Q: 41 clusters Score -2.055852e+08 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 246211 members 
Mstep: Class 3 contains 169004 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 43961 members 
Mstep: Class 6 contains 38096 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 158136 members 
Mstep: Class 10 contains 10460 members 
Mstep: Class 11 contains 94304 members 
Mstep: Class 12 contains 15375 members 
Mstep: Class 13 contains 95252 members 
Mstep: Class 14 contains 114348 members 
Mstep: Class 15 contains 32955 members 
Mstep: Class 16 contains 37755 members 
Mstep: Class 17 contains 14171 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 17658 members 
Mstep: Class 21 contains 8318 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 127619 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 167171 members 
Mstep: Class 26 contains 67826 members 
Mstep: Class 27 contains 25697 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 793 members 
Mstep: Class 30 contains 81304 members 
Mstep: Class 31 contains 7912 members 
Mstep: Class 32 contains 3213 members 
Mstep: Class 33 contains 26891 members 
Mstep: Class 34 contains 57349 members 
Mstep: Class 35 contains 33200 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 8839 members 
Mstep: Class 38 contains 4287 members 
Mstep: Class 39 contains 674 members 
Mstep: Class 40 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587184.000000 Penalty: 142798.250000
Iteration 163Q: 41 clusters Score -2.055872e+08 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 246112 members 
Mstep: Class 3 contains 168924 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 44254 members 
Mstep: Class 6 contains 38093 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 157520 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 94203 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 95051 members 
Mstep: Class 14 contains 114181 members 
Mstep: Class 15 contains 32962 members 
Mstep: Class 16 contains 37741 members 
Mstep: Class 17 contains 14086 members 
Mstep: Class 18 contains 7070 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 17667 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 127679 members 
Mstep: Class 24 contains 7084 members 
Mstep: Class 25 contains 167214 members 
Mstep: Class 26 contains 67823 members 
Mstep: Class 27 contains 25408 members 
Mstep: Class 28 contains 3108 members 
Mstep: Class 29 contains 803 members 
Mstep: Class 30 contains 81234 members 
Mstep: Class 31 contains 7971 members 
Mstep: Class 32 contains 3219 members 
Mstep: Class 33 contains 26892 members 
Mstep: Class 34 contains 57694 members 
Mstep: Class 35 contains 33356 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 9210 members 
Mstep: Class 38 contains 4699 members 
Mstep: Class 39 contains 679 members 
Mstep: Class 40 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588192.000000 Penalty: 142798.250000
Iteration 164Q: 41 clusters Score -2.055882e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 246076 members 
Mstep: Class 3 contains 168850 members 
Mstep: Class 4 contains 16369 members 
Mstep: Class 5 contains 44517 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 156949 members 
Mstep: Class 10 contains 10516 members 
Mstep: Class 11 contains 94159 members 
Mstep: Class 12 contains 15331 members 
Mstep: Class 13 contains 94820 members 
Mstep: Class 14 contains 114046 members 
Mstep: Class 15 contains 32984 members 
Mstep: Class 16 contains 37728 members 
Mstep: Class 17 contains 14039 members 
Mstep: Class 18 contains 7276 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 17660 members 
Mstep: Class 21 contains 8278 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 127738 members 
Mstep: Class 24 contains 7088 members 
Mstep: Class 25 contains 167294 members 
Mstep: Class 26 contains 67826 members 
Mstep: Class 27 contains 25105 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 810 members 
Mstep: Class 30 contains 81149 members 
Mstep: Class 31 contains 8032 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 26899 members 
Mstep: Class 34 contains 58016 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 9460 members 
Mstep: Class 38 contains 5059 members 
Mstep: Class 39 contains 679 members 
Mstep: Class 40 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588576.000000 Penalty: 142798.250000
Iteration 165Q: 41 clusters Score -2.055886e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 246117 members 
Mstep: Class 3 contains 168815 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 38099 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 156355 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 94133 members 
Mstep: Class 12 contains 15302 members 
Mstep: Class 13 contains 94600 members 
Mstep: Class 14 contains 113892 members 
Mstep: Class 15 contains 33010 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 17 contains 14008 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 14702 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 8254 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 127785 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 167373 members 
Mstep: Class 26 contains 67833 members 
Mstep: Class 27 contains 24755 members 
Mstep: Class 28 contains 3151 members 
Mstep: Class 29 contains 816 members 
Mstep: Class 30 contains 81102 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 26911 members 
Mstep: Class 34 contains 58314 members 
Mstep: Class 35 contains 33649 members 
Mstep: Class 36 contains 534 members 
Mstep: Class 37 contains 9688 members 
Mstep: Class 38 contains 5441 members 
Mstep: Class 39 contains 678 members 
Mstep: Class 40 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589616.000000 Penalty: 142798.250000
Iteration 166Q: 41 clusters Score -2.055896e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 246095 members 
Mstep: Class 3 contains 168821 members 
Mstep: Class 4 contains 16169 members 
Mstep: Class 5 contains 44961 members 
Mstep: Class 6 contains 38101 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 155868 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 94108 members 
Mstep: Class 12 contains 15278 members 
Mstep: Class 13 contains 94405 members 
Mstep: Class 14 contains 113781 members 
Mstep: Class 15 contains 33027 members 
Mstep: Class 16 contains 37723 members 
Mstep: Class 17 contains 13965 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 14643 members 
Mstep: Class 20 contains 17675 members 
Mstep: Class 21 contains 8235 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 127840 members 
Mstep: Class 24 contains 7083 members 
Mstep: Class 25 contains 167444 members 
Mstep: Class 26 contains 67840 members 
Mstep: Class 27 contains 24453 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 818 members 
Mstep: Class 30 contains 81034 members 
Mstep: Class 31 contains 8151 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 26924 members 
Mstep: Class 34 contains 58550 members 
Mstep: Class 35 contains 33730 members 
Mstep: Class 36 contains 546 members 
Mstep: Class 37 contains 9918 members 
Mstep: Class 38 contains 5792 members 
Mstep: Class 39 contains 679 members 
Mstep: Class 40 contains 733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589824.000000 Penalty: 142798.250000
Iteration 167Q: 41 clusters Score -2.055898e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 246087 members 
Mstep: Class 3 contains 168813 members 
Mstep: Class 4 contains 16122 members 
Mstep: Class 5 contains 45106 members 
Mstep: Class 6 contains 38109 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 155471 members 
Mstep: Class 10 contains 10551 members 
Mstep: Class 11 contains 94087 members 
Mstep: Class 12 contains 15240 members 
Mstep: Class 13 contains 94219 members 
Mstep: Class 14 contains 113690 members 
Mstep: Class 15 contains 33050 members 
Mstep: Class 16 contains 37712 members 
Mstep: Class 17 contains 13930 members 
Mstep: Class 18 contains 7702 members 
Mstep: Class 19 contains 14583 members 
Mstep: Class 20 contains 17693 members 
Mstep: Class 21 contains 8234 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 127908 members 
Mstep: Class 24 contains 7076 members 
Mstep: Class 25 contains 167521 members 
Mstep: Class 26 contains 67840 members 
Mstep: Class 27 contains 24164 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 820 members 
Mstep: Class 30 contains 80981 members 
Mstep: Class 31 contains 8204 members 
Mstep: Class 32 contains 3214 members 
Mstep: Class 33 contains 26932 members 
Mstep: Class 34 contains 58765 members 
Mstep: Class 35 contains 33814 members 
Mstep: Class 36 contains 562 members 
Mstep: Class 37 contains 10124 members 
Mstep: Class 38 contains 6085 members 
Mstep: Class 39 contains 677 members 
Mstep: Class 40 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205590064.000000 Penalty: 142798.250000
Iteration 168Q: 41 clusters Score -2.055901e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 246074 members 
Mstep: Class 3 contains 168758 members 
Mstep: Class 4 contains 16080 members 
Mstep: Class 5 contains 45238 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 155163 members 
Mstep: Class 10 contains 10545 members 
Mstep: Class 11 contains 94078 members 
Mstep: Class 12 contains 15206 members 
Mstep: Class 13 contains 94016 members 
Mstep: Class 14 contains 113615 members 
Mstep: Class 15 contains 33066 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 13899 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 17704 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 856 members 
Mstep: Class 23 contains 127979 members 
Mstep: Class 24 contains 7076 members 
Mstep: Class 25 contains 167588 members 
Mstep: Class 26 contains 67853 members 
Mstep: Class 27 contains 23913 members 
Mstep: Class 28 contains 3206 members 
Mstep: Class 29 contains 821 members 
Mstep: Class 30 contains 80918 members 
Mstep: Class 31 contains 8239 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 26945 members 
Mstep: Class 34 contains 58962 members 
Mstep: Class 35 contains 33866 members 
Mstep: Class 36 contains 580 members 
Mstep: Class 37 contains 10321 members 
Mstep: Class 38 contains 6370 members 
Mstep: Class 39 contains 676 members 
Mstep: Class 40 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205590128.000000 Penalty: 142798.250000
Iteration 169Q: 41 clusters Score -2.055901e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 246043 members 
Mstep: Class 3 contains 168668 members 
Mstep: Class 4 contains 16055 members 
Mstep: Class 5 contains 45360 members 
Mstep: Class 6 contains 38109 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 154905 members 
Mstep: Class 10 contains 10547 members 
Mstep: Class 11 contains 94068 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 93851 members 
Mstep: Class 14 contains 113546 members 
Mstep: Class 15 contains 33081 members 
Mstep: Class 16 contains 37718 members 
Mstep: Class 17 contains 13892 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 17693 members 
Mstep: Class 21 contains 8212 members 
Mstep: Class 22 contains 843 members 
Mstep: Class 23 contains 128067 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 167642 members 
Mstep: Class 26 contains 67850 members 
Mstep: Class 27 contains 23712 members 
Mstep: Class 28 contains 3222 members 
Mstep: Class 29 contains 825 members 
Mstep: Class 30 contains 80855 members 
Mstep: Class 31 contains 8272 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 26957 members 
Mstep: Class 34 contains 59115 members 
Mstep: Class 35 contains 33928 members 
Mstep: Class 36 contains 593 members 
Mstep: Class 37 contains 10470 members 
Mstep: Class 38 contains 6621 members 
Mstep: Class 39 contains 672 members 
Mstep: Class 40 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205590144.000000 Penalty: 142798.250000
Iteration 170Q: 41 clusters Score -2.055901e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 246033 members 
Mstep: Class 3 contains 168565 members 
Mstep: Class 4 contains 16034 members 
Mstep: Class 5 contains 45467 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 4948 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 154698 members 
Mstep: Class 10 contains 10527 members 
Mstep: Class 11 contains 94068 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 13 contains 93717 members 
Mstep: Class 14 contains 113490 members 
Mstep: Class 15 contains 33100 members 
Mstep: Class 16 contains 37729 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 7994 members 
Mstep: Class 19 contains 14473 members 
Mstep: Class 20 contains 17689 members 
Mstep: Class 21 contains 8206 members 
Mstep: Class 22 contains 828 members 
Mstep: Class 23 contains 128117 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 167674 members 
Mstep: Class 26 contains 67859 members 
Mstep: Class 27 contains 23536 members 
Mstep: Class 28 contains 3240 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 80783 members 
Mstep: Class 31 contains 8291 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 26968 members 
Mstep: Class 34 contains 59251 members 
Mstep: Class 35 contains 33977 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 37 contains 10606 members 
Mstep: Class 38 contains 6863 members 
Mstep: Class 39 contains 666 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205590592.000000 Penalty: 142798.250000
Iteration 171Q: 41 clusters Score -2.055906e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 246027 members 
Mstep: Class 3 contains 168448 members 
Mstep: Class 4 contains 16012 members 
Mstep: Class 5 contains 45570 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 154533 members 
Mstep: Class 10 contains 10507 members 
Mstep: Class 11 contains 94035 members 
Mstep: Class 12 contains 15077 members 
Mstep: Class 13 contains 93577 members 
Mstep: Class 14 contains 113452 members 
Mstep: Class 15 contains 33120 members 
Mstep: Class 16 contains 37728 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8066 members 
Mstep: Class 19 contains 14446 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 808 members 
Mstep: Class 23 contains 128167 members 
Mstep: Class 24 contains 7088 members 
Mstep: Class 25 contains 167714 members 
Mstep: Class 26 contains 67860 members 
Mstep: Class 27 contains 23377 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 830 members 
Mstep: Class 30 contains 80734 members 
Mstep: Class 31 contains 8319 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 26971 members 
Mstep: Class 34 contains 59375 members 
Mstep: Class 35 contains 34030 members 
Mstep: Class 36 contains 627 members 
Mstep: Class 37 contains 10732 members 
Mstep: Class 38 contains 7077 members 
Mstep: Class 39 contains 666 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205591232.000000 Penalty: 142798.250000
Iteration 172Q: 41 clusters Score -2.055912e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 246031 members 
Mstep: Class 3 contains 168326 members 
Mstep: Class 4 contains 16002 members 
Mstep: Class 5 contains 45662 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 154443 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 93985 members 
Mstep: Class 12 contains 15042 members 
Mstep: Class 13 contains 93456 members 
Mstep: Class 14 contains 113399 members 
Mstep: Class 15 contains 33119 members 
Mstep: Class 16 contains 37719 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 17691 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 790 members 
Mstep: Class 23 contains 128206 members 
Mstep: Class 24 contains 7080 members 
Mstep: Class 25 contains 167724 members 
Mstep: Class 26 contains 67863 members 
Mstep: Class 27 contains 23284 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80691 members 
Mstep: Class 31 contains 8339 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 26994 members 
Mstep: Class 34 contains 59494 members 
Mstep: Class 35 contains 34074 members 
Mstep: Class 36 contains 644 members 
Mstep: Class 37 contains 10836 members 
Mstep: Class 38 contains 7256 members 
Mstep: Class 39 contains 665 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205591888.000000 Penalty: 142798.250000
Iteration 173Q: 41 clusters Score -2.055919e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 246030 members 
Mstep: Class 3 contains 168173 members 
Mstep: Class 4 contains 15974 members 
Mstep: Class 5 contains 45743 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 7 contains 4962 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 154368 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 93974 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 93336 members 
Mstep: Class 14 contains 113359 members 
Mstep: Class 15 contains 33114 members 
Mstep: Class 16 contains 37723 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 14375 members 
Mstep: Class 20 contains 17710 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 128253 members 
Mstep: Class 24 contains 7070 members 
Mstep: Class 25 contains 167735 members 
Mstep: Class 26 contains 67873 members 
Mstep: Class 27 contains 23199 members 
Mstep: Class 28 contains 3288 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80658 members 
Mstep: Class 31 contains 8347 members 
Mstep: Class 32 contains 3219 members 
Mstep: Class 33 contains 27010 members 
Mstep: Class 34 contains 59602 members 
Mstep: Class 35 contains 34100 members 
Mstep: Class 36 contains 665 members 
Mstep: Class 37 contains 10933 members 
Mstep: Class 38 contains 7414 members 
Mstep: Class 39 contains 665 members 
Mstep: Class 40 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205591872.000000 Penalty: 142798.250000
Iteration 174Q: 41 clusters Score -2.055919e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 246052 members 
Mstep: Class 3 contains 168047 members 
Mstep: Class 4 contains 15963 members 
Mstep: Class 5 contains 45822 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 154301 members 
Mstep: Class 10 contains 10460 members 
Mstep: Class 11 contains 93956 members 
Mstep: Class 12 contains 14991 members 
Mstep: Class 13 contains 93236 members 
Mstep: Class 14 contains 113326 members 
Mstep: Class 15 contains 33103 members 
Mstep: Class 16 contains 37723 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 17713 members 
Mstep: Class 21 contains 8172 members 
Mstep: Class 22 contains 743 members 
Mstep: Class 23 contains 128290 members 
Mstep: Class 24 contains 7066 members 
Mstep: Class 25 contains 167760 members 
Mstep: Class 26 contains 67884 members 
Mstep: Class 27 contains 23111 members 
Mstep: Class 28 contains 3303 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80631 members 
Mstep: Class 31 contains 8365 members 
Mstep: Class 32 contains 3219 members 
Mstep: Class 33 contains 27023 members 
Mstep: Class 34 contains 59698 members 
Mstep: Class 35 contains 34094 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 11018 members 
Mstep: Class 38 contains 7563 members 
Mstep: Class 39 contains 665 members 
Mstep: Class 40 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205592096.000000 Penalty: 142798.250000
Iteration 175Q: 41 clusters Score -2.055921e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 246061 members 
Mstep: Class 3 contains 167893 members 
Mstep: Class 4 contains 15964 members 
Mstep: Class 5 contains 45888 members 
Mstep: Class 6 contains 38120 members 
Mstep: Class 7 contains 4958 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 154258 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 93926 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 93155 members 
Mstep: Class 14 contains 113294 members 
Mstep: Class 15 contains 33110 members 
Mstep: Class 16 contains 37718 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 14312 members 
Mstep: Class 20 contains 17708 members 
Mstep: Class 21 contains 8163 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 128338 members 
Mstep: Class 24 contains 7060 members 
Mstep: Class 25 contains 167782 members 
Mstep: Class 26 contains 67901 members 
Mstep: Class 27 contains 23040 members 
Mstep: Class 28 contains 3315 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80606 members 
Mstep: Class 31 contains 8379 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27042 members 
Mstep: Class 34 contains 59805 members 
Mstep: Class 35 contains 34115 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 11100 members 
Mstep: Class 38 contains 7692 members 
Mstep: Class 39 contains 666 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205592320.000000 Penalty: 142798.250000
Iteration 176Q: 41 clusters Score -2.055923e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 246092 members 
Mstep: Class 3 contains 167755 members 
Mstep: Class 4 contains 15973 members 
Mstep: Class 5 contains 45953 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4962 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154221 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 93893 members 
Mstep: Class 12 contains 14930 members 
Mstep: Class 13 contains 93071 members 
Mstep: Class 14 contains 113262 members 
Mstep: Class 15 contains 33116 members 
Mstep: Class 16 contains 37706 members 
Mstep: Class 17 contains 13844 members 
Mstep: Class 18 contains 8305 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17707 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 128366 members 
Mstep: Class 24 contains 7056 members 
Mstep: Class 25 contains 167797 members 
Mstep: Class 26 contains 67910 members 
Mstep: Class 27 contains 22979 members 
Mstep: Class 28 contains 3323 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80589 members 
Mstep: Class 31 contains 8396 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27058 members 
Mstep: Class 34 contains 59902 members 
Mstep: Class 35 contains 34135 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 11187 members 
Mstep: Class 38 contains 7801 members 
Mstep: Class 39 contains 667 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205592352.000000 Penalty: 142798.250000
Iteration 177Q: 41 clusters Score -2.055924e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 246114 members 
Mstep: Class 3 contains 167619 members 
Mstep: Class 4 contains 15962 members 
Mstep: Class 5 contains 46011 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154229 members 
Mstep: Class 10 contains 10431 members 
Mstep: Class 11 contains 93858 members 
Mstep: Class 12 contains 14893 members 
Mstep: Class 13 contains 92994 members 
Mstep: Class 14 contains 113223 members 
Mstep: Class 15 contains 33121 members 
Mstep: Class 16 contains 37694 members 
Mstep: Class 17 contains 13845 members 
Mstep: Class 18 contains 8326 members 
Mstep: Class 19 contains 14259 members 
Mstep: Class 20 contains 17714 members 
Mstep: Class 21 contains 8143 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 128395 members 
Mstep: Class 24 contains 7053 members 
Mstep: Class 25 contains 167790 members 
Mstep: Class 26 contains 67916 members 
Mstep: Class 27 contains 22905 members 
Mstep: Class 28 contains 3324 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80574 members 
Mstep: Class 31 contains 8422 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27067 members 
Mstep: Class 34 contains 60000 members 
Mstep: Class 35 contains 34125 members 
Mstep: Class 36 contains 745 members 
Mstep: Class 37 contains 11290 members 
Mstep: Class 38 contains 7912 members 
Mstep: Class 39 contains 668 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205592544.000000 Penalty: 142798.250000
Iteration 178Q: 41 clusters Score -2.055925e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 246130 members 
Mstep: Class 3 contains 167471 members 
Mstep: Class 4 contains 15970 members 
Mstep: Class 5 contains 46054 members 
Mstep: Class 6 contains 38122 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154278 members 
Mstep: Class 10 contains 10410 members 
Mstep: Class 11 contains 93830 members 
Mstep: Class 12 contains 14868 members 
Mstep: Class 13 contains 92918 members 
Mstep: Class 14 contains 113180 members 
Mstep: Class 15 contains 33133 members 
Mstep: Class 16 contains 37698 members 
Mstep: Class 17 contains 13844 members 
Mstep: Class 18 contains 8341 members 
Mstep: Class 19 contains 14228 members 
Mstep: Class 20 contains 17726 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 694 members 
Mstep: Class 23 contains 128415 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 167798 members 
Mstep: Class 26 contains 67925 members 
Mstep: Class 27 contains 22868 members 
Mstep: Class 28 contains 3325 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80553 members 
Mstep: Class 31 contains 8437 members 
Mstep: Class 32 contains 3219 members 
Mstep: Class 33 contains 27089 members 
Mstep: Class 34 contains 60082 members 
Mstep: Class 35 contains 34094 members 
Mstep: Class 36 contains 755 members 
Mstep: Class 37 contains 11367 members 
Mstep: Class 38 contains 8016 members 
Mstep: Class 39 contains 668 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205592736.000000 Penalty: 142798.250000
Iteration 179Q: 41 clusters Score -2.055927e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 246125 members 
Mstep: Class 3 contains 167323 members 
Mstep: Class 4 contains 15970 members 
Mstep: Class 5 contains 46101 members 
Mstep: Class 6 contains 38123 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154350 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 93794 members 
Mstep: Class 12 contains 14852 members 
Mstep: Class 13 contains 92844 members 
Mstep: Class 14 contains 113139 members 
Mstep: Class 15 contains 33145 members 
Mstep: Class 16 contains 37697 members 
Mstep: Class 17 contains 13838 members 
Mstep: Class 18 contains 8359 members 
Mstep: Class 19 contains 14218 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 8122 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 128451 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 167816 members 
Mstep: Class 26 contains 67924 members 
Mstep: Class 27 contains 22839 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80532 members 
Mstep: Class 31 contains 8451 members 
Mstep: Class 32 contains 3219 members 
Mstep: Class 33 contains 27111 members 
Mstep: Class 34 contains 60151 members 
Mstep: Class 35 contains 34075 members 
Mstep: Class 36 contains 769 members 
Mstep: Class 37 contains 11433 members 
Mstep: Class 38 contains 8080 members 
Mstep: Class 39 contains 668 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205592896.000000 Penalty: 142798.250000
Iteration 180F: 41 clusters Score -2.055929e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 246132 members 
Mstep: Class 3 contains 167171 members 
Mstep: Class 4 contains 15978 members 
Mstep: Class 5 contains 46139 members 
Mstep: Class 6 contains 38123 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154417 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 93784 members 
Mstep: Class 12 contains 14837 members 
Mstep: Class 13 contains 92769 members 
Mstep: Class 14 contains 113106 members 
Mstep: Class 15 contains 33159 members 
Mstep: Class 16 contains 37699 members 
Mstep: Class 17 contains 13835 members 
Mstep: Class 18 contains 8371 members 
Mstep: Class 19 contains 14208 members 
Mstep: Class 20 contains 17746 members 
Mstep: Class 21 contains 8109 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 128500 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 167824 members 
Mstep: Class 26 contains 67936 members 
Mstep: Class 27 contains 22782 members 
Mstep: Class 28 contains 3340 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80518 members 
Mstep: Class 31 contains 8463 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27125 members 
Mstep: Class 34 contains 60225 members 
Mstep: Class 35 contains 34047 members 
Mstep: Class 36 contains 781 members 
Mstep: Class 37 contains 11509 members 
Mstep: Class 38 contains 8145 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593088.000000 Penalty: 142798.250000
Iteration 181Q: 41 clusters Score -2.055931e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 246136 members 
Mstep: Class 3 contains 167035 members 
Mstep: Class 4 contains 15984 members 
Mstep: Class 5 contains 46170 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 7 contains 4958 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154498 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 93771 members 
Mstep: Class 12 contains 14818 members 
Mstep: Class 13 contains 92690 members 
Mstep: Class 14 contains 113076 members 
Mstep: Class 15 contains 33172 members 
Mstep: Class 16 contains 37696 members 
Mstep: Class 17 contains 13849 members 
Mstep: Class 18 contains 8377 members 
Mstep: Class 19 contains 14203 members 
Mstep: Class 20 contains 17756 members 
Mstep: Class 21 contains 8089 members 
Mstep: Class 22 contains 670 members 
Mstep: Class 23 contains 128541 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 167835 members 
Mstep: Class 26 contains 67939 members 
Mstep: Class 27 contains 22765 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80512 members 
Mstep: Class 31 contains 8479 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27132 members 
Mstep: Class 34 contains 60289 members 
Mstep: Class 35 contains 34010 members 
Mstep: Class 36 contains 790 members 
Mstep: Class 37 contains 11572 members 
Mstep: Class 38 contains 8185 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593152.000000 Penalty: 142798.250000
Iteration 182Q: 41 clusters Score -2.055932e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 246136 members 
Mstep: Class 3 contains 166859 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 46204 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154589 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 93768 members 
Mstep: Class 12 contains 14799 members 
Mstep: Class 13 contains 92608 members 
Mstep: Class 14 contains 113051 members 
Mstep: Class 15 contains 33186 members 
Mstep: Class 16 contains 37683 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 8390 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 17766 members 
Mstep: Class 21 contains 8073 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 128581 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 167861 members 
Mstep: Class 26 contains 67951 members 
Mstep: Class 27 contains 22740 members 
Mstep: Class 28 contains 3370 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80499 members 
Mstep: Class 31 contains 8494 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27139 members 
Mstep: Class 34 contains 60363 members 
Mstep: Class 35 contains 33999 members 
Mstep: Class 36 contains 801 members 
Mstep: Class 37 contains 11631 members 
Mstep: Class 38 contains 8228 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593328.000000 Penalty: 142798.250000
Iteration 183Q: 41 clusters Score -2.055933e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 246122 members 
Mstep: Class 3 contains 166699 members 
Mstep: Class 4 contains 16004 members 
Mstep: Class 5 contains 46232 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154695 members 
Mstep: Class 10 contains 10325 members 
Mstep: Class 11 contains 93752 members 
Mstep: Class 12 contains 14788 members 
Mstep: Class 13 contains 92553 members 
Mstep: Class 14 contains 113020 members 
Mstep: Class 15 contains 33203 members 
Mstep: Class 16 contains 37677 members 
Mstep: Class 17 contains 13851 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 14194 members 
Mstep: Class 20 contains 17785 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 128592 members 
Mstep: Class 24 contains 7046 members 
Mstep: Class 25 contains 167869 members 
Mstep: Class 26 contains 67951 members 
Mstep: Class 27 contains 22723 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80494 members 
Mstep: Class 31 contains 8506 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27148 members 
Mstep: Class 34 contains 60412 members 
Mstep: Class 35 contains 33980 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 11688 members 
Mstep: Class 38 contains 8266 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593600.000000 Penalty: 142798.250000
Iteration 184Q: 41 clusters Score -2.055936e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 246092 members 
Mstep: Class 3 contains 166531 members 
Mstep: Class 4 contains 16013 members 
Mstep: Class 5 contains 46261 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154809 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93746 members 
Mstep: Class 12 contains 14767 members 
Mstep: Class 13 contains 92502 members 
Mstep: Class 14 contains 113005 members 
Mstep: Class 15 contains 33211 members 
Mstep: Class 16 contains 37670 members 
Mstep: Class 17 contains 13855 members 
Mstep: Class 18 contains 8412 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 17802 members 
Mstep: Class 21 contains 8054 members 
Mstep: Class 22 contains 643 members 
Mstep: Class 23 contains 128606 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 167875 members 
Mstep: Class 26 contains 67950 members 
Mstep: Class 27 contains 22719 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80498 members 
Mstep: Class 31 contains 8513 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27164 members 
Mstep: Class 34 contains 60470 members 
Mstep: Class 35 contains 33962 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 11742 members 
Mstep: Class 38 contains 8297 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593760.000000 Penalty: 142798.250000
Iteration 185Q: 41 clusters Score -2.055938e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 246066 members 
Mstep: Class 3 contains 166326 members 
Mstep: Class 4 contains 16023 members 
Mstep: Class 5 contains 46290 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 154919 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 93736 members 
Mstep: Class 12 contains 14749 members 
Mstep: Class 13 contains 92452 members 
Mstep: Class 14 contains 112994 members 
Mstep: Class 15 contains 33218 members 
Mstep: Class 16 contains 37674 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 8426 members 
Mstep: Class 19 contains 14204 members 
Mstep: Class 20 contains 17813 members 
Mstep: Class 21 contains 8043 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 128634 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 167883 members 
Mstep: Class 26 contains 67961 members 
Mstep: Class 27 contains 22692 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80500 members 
Mstep: Class 31 contains 8528 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27180 members 
Mstep: Class 34 contains 60529 members 
Mstep: Class 35 contains 33941 members 
Mstep: Class 36 contains 825 members 
Mstep: Class 37 contains 11793 members 
Mstep: Class 38 contains 8331 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593792.000000 Penalty: 142798.250000
Iteration 186Q: 41 clusters Score -2.055938e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 246055 members 
Mstep: Class 3 contains 166135 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 46321 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155032 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 93727 members 
Mstep: Class 12 contains 14737 members 
Mstep: Class 13 contains 92398 members 
Mstep: Class 14 contains 112978 members 
Mstep: Class 15 contains 33231 members 
Mstep: Class 16 contains 37669 members 
Mstep: Class 17 contains 13863 members 
Mstep: Class 18 contains 8440 members 
Mstep: Class 19 contains 14218 members 
Mstep: Class 20 contains 17812 members 
Mstep: Class 21 contains 8033 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 128661 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 167877 members 
Mstep: Class 26 contains 67969 members 
Mstep: Class 27 contains 22672 members 
Mstep: Class 28 contains 3391 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80496 members 
Mstep: Class 31 contains 8537 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27191 members 
Mstep: Class 34 contains 60595 members 
Mstep: Class 35 contains 33926 members 
Mstep: Class 36 contains 834 members 
Mstep: Class 37 contains 11848 members 
Mstep: Class 38 contains 8363 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593936.000000 Penalty: 142798.250000
Iteration 187Q: 41 clusters Score -2.055939e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 246044 members 
Mstep: Class 3 contains 165907 members 
Mstep: Class 4 contains 16036 members 
Mstep: Class 5 contains 46352 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155150 members 
Mstep: Class 10 contains 10291 members 
Mstep: Class 11 contains 93739 members 
Mstep: Class 12 contains 14728 members 
Mstep: Class 13 contains 92345 members 
Mstep: Class 14 contains 112970 members 
Mstep: Class 15 contains 33239 members 
Mstep: Class 16 contains 37669 members 
Mstep: Class 17 contains 13863 members 
Mstep: Class 18 contains 8451 members 
Mstep: Class 19 contains 14219 members 
Mstep: Class 20 contains 17820 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 622 members 
Mstep: Class 23 contains 128674 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 167881 members 
Mstep: Class 26 contains 67978 members 
Mstep: Class 27 contains 22646 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80493 members 
Mstep: Class 31 contains 8547 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27208 members 
Mstep: Class 34 contains 60655 members 
Mstep: Class 35 contains 33903 members 
Mstep: Class 36 contains 844 members 
Mstep: Class 37 contains 11897 members 
Mstep: Class 38 contains 8396 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205593712.000000 Penalty: 142798.250000
Iteration 188Q: 41 clusters Score -2.055937e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 246048 members 
Mstep: Class 3 contains 165701 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 46376 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155265 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 93735 members 
Mstep: Class 12 contains 14713 members 
Mstep: Class 13 contains 92284 members 
Mstep: Class 14 contains 112956 members 
Mstep: Class 15 contains 33246 members 
Mstep: Class 16 contains 37671 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 8461 members 
Mstep: Class 19 contains 14219 members 
Mstep: Class 20 contains 17827 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 611 members 
Mstep: Class 23 contains 128698 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 167872 members 
Mstep: Class 26 contains 67977 members 
Mstep: Class 27 contains 22624 members 
Mstep: Class 28 contains 3391 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80496 members 
Mstep: Class 31 contains 8552 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 27217 members 
Mstep: Class 34 contains 60712 members 
Mstep: Class 35 contains 33886 members 
Mstep: Class 36 contains 857 members 
Mstep: Class 37 contains 11947 members 
Mstep: Class 38 contains 8439 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594176.000000 Penalty: 142798.250000
Iteration 189Q: 41 clusters Score -2.055942e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 246045 members 
Mstep: Class 3 contains 165542 members 
Mstep: Class 4 contains 16048 members 
Mstep: Class 5 contains 46395 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 4953 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155349 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 93725 members 
Mstep: Class 12 contains 14709 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 112942 members 
Mstep: Class 15 contains 33262 members 
Mstep: Class 16 contains 37680 members 
Mstep: Class 17 contains 13864 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 14211 members 
Mstep: Class 20 contains 17826 members 
Mstep: Class 21 contains 8022 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 128717 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 167870 members 
Mstep: Class 26 contains 67975 members 
Mstep: Class 27 contains 22590 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80494 members 
Mstep: Class 31 contains 8559 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27223 members 
Mstep: Class 34 contains 60777 members 
Mstep: Class 35 contains 33875 members 
Mstep: Class 36 contains 870 members 
Mstep: Class 37 contains 11994 members 
Mstep: Class 38 contains 8484 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594224.000000 Penalty: 142798.250000
Iteration 190Q: 41 clusters Score -2.055942e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 246022 members 
Mstep: Class 3 contains 165403 members 
Mstep: Class 4 contains 16050 members 
Mstep: Class 5 contains 46418 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155431 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 93703 members 
Mstep: Class 12 contains 14696 members 
Mstep: Class 13 contains 92157 members 
Mstep: Class 14 contains 112930 members 
Mstep: Class 15 contains 33284 members 
Mstep: Class 16 contains 37688 members 
Mstep: Class 17 contains 13863 members 
Mstep: Class 18 contains 8484 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 17833 members 
Mstep: Class 21 contains 8020 members 
Mstep: Class 22 contains 594 members 
Mstep: Class 23 contains 128736 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 167879 members 
Mstep: Class 26 contains 67973 members 
Mstep: Class 27 contains 22578 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80489 members 
Mstep: Class 31 contains 8570 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27234 members 
Mstep: Class 34 contains 60837 members 
Mstep: Class 35 contains 33864 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 12030 members 
Mstep: Class 38 contains 8508 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594400.000000 Penalty: 142798.250000
Iteration 191Q: 41 clusters Score -2.055944e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 246014 members 
Mstep: Class 3 contains 165305 members 
Mstep: Class 4 contains 16046 members 
Mstep: Class 5 contains 46441 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155474 members 
Mstep: Class 10 contains 10291 members 
Mstep: Class 11 contains 93685 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 92112 members 
Mstep: Class 14 contains 112906 members 
Mstep: Class 15 contains 33297 members 
Mstep: Class 16 contains 37688 members 
Mstep: Class 17 contains 13865 members 
Mstep: Class 18 contains 8489 members 
Mstep: Class 19 contains 14196 members 
Mstep: Class 20 contains 17834 members 
Mstep: Class 21 contains 8019 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 128747 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 167885 members 
Mstep: Class 26 contains 67971 members 
Mstep: Class 27 contains 22561 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80485 members 
Mstep: Class 31 contains 8585 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27246 members 
Mstep: Class 34 contains 60919 members 
Mstep: Class 35 contains 33848 members 
Mstep: Class 36 contains 883 members 
Mstep: Class 37 contains 12063 members 
Mstep: Class 38 contains 8524 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594416.000000 Penalty: 142798.250000
Iteration 192Q: 41 clusters Score -2.055944e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 246003 members 
Mstep: Class 3 contains 165219 members 
Mstep: Class 4 contains 16051 members 
Mstep: Class 5 contains 46458 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4953 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155541 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 93658 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 92066 members 
Mstep: Class 14 contains 112882 members 
Mstep: Class 15 contains 33310 members 
Mstep: Class 16 contains 37687 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 8488 members 
Mstep: Class 19 contains 14182 members 
Mstep: Class 20 contains 17840 members 
Mstep: Class 21 contains 8020 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 128764 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 167897 members 
Mstep: Class 26 contains 67971 members 
Mstep: Class 27 contains 22552 members 
Mstep: Class 28 contains 3413 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80488 members 
Mstep: Class 31 contains 8596 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 27249 members 
Mstep: Class 34 contains 60971 members 
Mstep: Class 35 contains 33834 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12099 members 
Mstep: Class 38 contains 8546 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594032.000000 Penalty: 142798.250000
Iteration 193Q: 41 clusters Score -2.05594e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 245996 members 
Mstep: Class 3 contains 165116 members 
Mstep: Class 4 contains 16059 members 
Mstep: Class 5 contains 46473 members 
Mstep: Class 6 contains 38120 members 
Mstep: Class 7 contains 4953 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155628 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 11 contains 93651 members 
Mstep: Class 12 contains 14657 members 
Mstep: Class 13 contains 92008 members 
Mstep: Class 14 contains 112855 members 
Mstep: Class 15 contains 33328 members 
Mstep: Class 16 contains 37680 members 
Mstep: Class 17 contains 13856 members 
Mstep: Class 18 contains 8492 members 
Mstep: Class 19 contains 14171 members 
Mstep: Class 20 contains 17850 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 128778 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 167901 members 
Mstep: Class 26 contains 67973 members 
Mstep: Class 27 contains 22537 members 
Mstep: Class 28 contains 3428 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80489 members 
Mstep: Class 31 contains 8601 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 27257 members 
Mstep: Class 34 contains 61011 members 
Mstep: Class 35 contains 33822 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12116 members 
Mstep: Class 38 contains 8574 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594400.000000 Penalty: 142798.250000
Iteration 194Q: 41 clusters Score -2.055944e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 246012 members 
Mstep: Class 3 contains 165002 members 
Mstep: Class 4 contains 16074 members 
Mstep: Class 5 contains 46486 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155721 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 93642 members 
Mstep: Class 12 contains 14645 members 
Mstep: Class 13 contains 91945 members 
Mstep: Class 14 contains 112825 members 
Mstep: Class 15 contains 33349 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 13851 members 
Mstep: Class 18 contains 8493 members 
Mstep: Class 19 contains 14175 members 
Mstep: Class 20 contains 17842 members 
Mstep: Class 21 contains 8009 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 128792 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 167907 members 
Mstep: Class 26 contains 67984 members 
Mstep: Class 27 contains 22524 members 
Mstep: Class 28 contains 3450 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80486 members 
Mstep: Class 31 contains 8604 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 27269 members 
Mstep: Class 34 contains 61042 members 
Mstep: Class 35 contains 33806 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12141 members 
Mstep: Class 38 contains 8594 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594416.000000 Penalty: 142798.250000
Iteration 195Q: 41 clusters Score -2.055944e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 246009 members 
Mstep: Class 3 contains 164874 members 
Mstep: Class 4 contains 16089 members 
Mstep: Class 5 contains 46494 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155841 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 93633 members 
Mstep: Class 12 contains 14639 members 
Mstep: Class 13 contains 91894 members 
Mstep: Class 14 contains 112789 members 
Mstep: Class 15 contains 33363 members 
Mstep: Class 16 contains 37676 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 8499 members 
Mstep: Class 19 contains 14160 members 
Mstep: Class 20 contains 17834 members 
Mstep: Class 21 contains 8007 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 128809 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 167915 members 
Mstep: Class 26 contains 67992 members 
Mstep: Class 27 contains 22502 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80488 members 
Mstep: Class 31 contains 8607 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 27282 members 
Mstep: Class 34 contains 61075 members 
Mstep: Class 35 contains 33778 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 8618 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594560.000000 Penalty: 142798.250000
Iteration 196Q: 41 clusters Score -2.055946e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 245996 members 
Mstep: Class 3 contains 164766 members 
Mstep: Class 4 contains 16104 members 
Mstep: Class 5 contains 46500 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 155949 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 93633 members 
Mstep: Class 12 contains 14625 members 
Mstep: Class 13 contains 91844 members 
Mstep: Class 14 contains 112756 members 
Mstep: Class 15 contains 33376 members 
Mstep: Class 16 contains 37673 members 
Mstep: Class 17 contains 13849 members 
Mstep: Class 18 contains 8510 members 
Mstep: Class 19 contains 14154 members 
Mstep: Class 20 contains 17835 members 
Mstep: Class 21 contains 8005 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 128824 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 167924 members 
Mstep: Class 26 contains 67998 members 
Mstep: Class 27 contains 22482 members 
Mstep: Class 28 contains 3490 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80489 members 
Mstep: Class 31 contains 8603 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27287 members 
Mstep: Class 34 contains 61108 members 
Mstep: Class 35 contains 33744 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 8642 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594624.000000 Penalty: 142798.250000
Iteration 197Q: 41 clusters Score -2.055946e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 245981 members 
Mstep: Class 3 contains 164676 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 46509 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4947 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156056 members 
Mstep: Class 10 contains 10285 members 
Mstep: Class 11 contains 93642 members 
Mstep: Class 12 contains 14613 members 
Mstep: Class 13 contains 91797 members 
Mstep: Class 14 contains 112723 members 
Mstep: Class 15 contains 33395 members 
Mstep: Class 16 contains 37673 members 
Mstep: Class 17 contains 13855 members 
Mstep: Class 18 contains 8518 members 
Mstep: Class 19 contains 14144 members 
Mstep: Class 20 contains 17836 members 
Mstep: Class 21 contains 8005 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 128832 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 167930 members 
Mstep: Class 26 contains 67996 members 
Mstep: Class 27 contains 22452 members 
Mstep: Class 28 contains 3508 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80490 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27295 members 
Mstep: Class 34 contains 61122 members 
Mstep: Class 35 contains 33725 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12205 members 
Mstep: Class 38 contains 8671 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594736.000000 Penalty: 142798.250000
Iteration 198Q: 41 clusters Score -2.055947e+08 nChanged 1138
Entering ConstructFrom: 
Score: -205594736.000000 Penalty: 142798.250000
Entering ConstructFrom: 
Trying to split cluster 1 (19008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Entering Unmasked Estep 
Score: -2163759.750000 Penalty: 2443.448730
	Iteration 0F: 2 clusters Score -2163760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2150308.750000 Penalty: 4886.897461
	Iteration 0F: 3 clusters Score -2150309 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2154897.750000 Penalty: 4886.897461
	Iteration 1F: 3 clusters Score -2154898 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2155492.750000 Penalty: 4886.897461
	Iteration 2F: 3 clusters Score -2155493 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2156062.250000 Penalty: 4886.897461
	Iteration 3F: 3 clusters Score -2156062 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2156634.000000 Penalty: 4886.897461
	Iteration 4F: 3 clusters Score -2156634 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2157266.000000 Penalty: 4886.897461
	Iteration 5F: 3 clusters Score -2157266 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2157985.250000 Penalty: 4886.897461
	Iteration 6F: 3 clusters Score -2157985 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2158763.500000 Penalty: 4886.897461
	Iteration 7F: 3 clusters Score -2158764 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2159626.500000 Penalty: 4886.897461
	Iteration 8F: 3 clusters Score -2159626 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2160530.750000 Penalty: 4886.897461
	Iteration 9F: 3 clusters Score -2160531 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2161321.250000 Penalty: 4886.897461
	Iteration 10Q: 3 clusters Score -2161321 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2161897.750000 Penalty: 4886.897461
	Iteration 11Q: 3 clusters Score -2161898 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2162253.000000 Penalty: 4886.897461
	Iteration 12Q: 3 clusters Score -2162253 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2162469.250000 Penalty: 4886.897461
	Iteration 13Q: 3 clusters Score -2162469 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2162608.000000 Penalty: 4886.897461
	Iteration 14Q: 3 clusters Score -2162608 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2162699.500000 Penalty: 4886.897461
	Iteration 15Q: 3 clusters Score -2162700 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2162755.500000 Penalty: 4886.897461
	Iteration 16Q: 3 clusters Score -2162756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2162810.750000 Penalty: 4886.897461
	Iteration 17Q: 3 clusters Score -2162811 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2162837.500000 Penalty: 4886.897461
	Iteration 18Q: 3 clusters Score -2162838 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2162861.250000 Penalty: 4886.897461
	Iteration 19Q: 3 clusters Score -2162861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2162872.750000 Penalty: 4886.897461
	Iteration 20F: 3 clusters Score -2162873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2162880.750000 Penalty: 4886.897461
	Iteration 21Q: 3 clusters Score -2162881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2162890.250000 Penalty: 4886.897461
	Iteration 22Q: 3 clusters Score -2162890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2162894.750000 Penalty: 4886.897461
	Iteration 23Q: 3 clusters Score -2162895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2162895.000000 Penalty: 4886.897461
	Iteration 24Q: 3 clusters Score -2162895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2162899.000000 Penalty: 4886.897461
	Iteration 25Q: 3 clusters Score -2162899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2162902.000000 Penalty: 4886.897461
	Iteration 26Q: 3 clusters Score -2162902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2162906.250000 Penalty: 4886.897461
	Iteration 27Q: 3 clusters Score -2162906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2162907.750000 Penalty: 4886.897461
	Iteration 28Q: 3 clusters Score -2162908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2162909.750000 Penalty: 4886.897461
	Iteration 29Q: 3 clusters Score -2162910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2162913.000000 Penalty: 4886.897461
	Iteration 30Q: 3 clusters Score -2162913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2162913.000000 Penalty: 4886.897461
	Iteration 31Q: 3 clusters Score -2162913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2162917.000000 Penalty: 4886.897461
	Iteration 32Q: 3 clusters Score -2162917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2162919.000000 Penalty: 4886.897461
	Iteration 33Q: 3 clusters Score -2162919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2162918.750000 Penalty: 4886.897461
	Iteration 34Q: 3 clusters Score -2162919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2162922.500000 Penalty: 4886.897461
	Iteration 35Q: 3 clusters Score -2162922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2162922.000000 Penalty: 4886.897461
	Iteration 36Q: 3 clusters Score -2162922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2162920.000000 Penalty: 4886.897461
	Iteration 37Q: 3 clusters Score -2162920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2162922.000000 Penalty: 4886.897461
	Iteration 38Q: 3 clusters Score -2162922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2162924.750000 Penalty: 4886.897461
	Iteration 39Q: 3 clusters Score -2162925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2162924.000000 Penalty: 4886.897461
	Iteration 40F: 3 clusters Score -2162924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2162925.250000 Penalty: 4886.897461
	Iteration 41Q: 3 clusters Score -2162925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2162924.000000 Penalty: 4886.897461
	Iteration 42Q: 3 clusters Score -2162924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2162924.000000 Penalty: 4886.897461
	Iteration 43F: 3 clusters Score -2162924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (245995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245995 members 
Entering Unmasked Estep 
Score: -28815260.000000 Penalty: 3078.440674
	Iteration 0F: 2 clusters Score -2.881526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 123133 members 
Entering Unmasked Estep 
Score: -28650140.000000 Penalty: 6156.881348
	Iteration 0F: 3 clusters Score -2.865014e+07 nChanged 118724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -28720122.000000 Penalty: 6156.881348
	Iteration 1F: 3 clusters Score -2.872012e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118387 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -28721740.000000 Penalty: 6156.881348
	Iteration 2Q: 3 clusters Score -2.872174e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 130967 members 
Entering Unmasked Estep 
Score: -28724070.000000 Penalty: 6156.881348
	Iteration 3Q: 3 clusters Score -2.872407e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 136152 members 
Entering Unmasked Estep 
Score: -28727658.000000 Penalty: 6156.881348
	Iteration 4Q: 3 clusters Score -2.872766e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -28732806.000000 Penalty: 6156.881348
	Iteration 5Q: 3 clusters Score -2.873281e+07 nChanged 14286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -28740094.000000 Penalty: 6156.881348
	Iteration 6F: 3 clusters Score -2.874009e+07 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -28750288.000000 Penalty: 6156.881348
	Iteration 7F: 3 clusters Score -2.875029e+07 nChanged 17746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 186187 members 
Entering Unmasked Estep 
Score: -28763340.000000 Penalty: 6156.881348
	Iteration 8F: 3 clusters Score -2.876334e+07 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -28777278.000000 Penalty: 6156.881348
	Iteration 9F: 3 clusters Score -2.877728e+07 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 218609 members 
Entering Unmasked Estep 
Score: -28790486.000000 Penalty: 6156.881348
	Iteration 10F: 3 clusters Score -2.879049e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 230019 members 
Entering Unmasked Estep 
Score: -28800826.000000 Penalty: 6156.881348
	Iteration 11Q: 3 clusters Score -2.880083e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 237278 members 
Entering Unmasked Estep 
Score: -28807550.000000 Penalty: 6156.881348
	Iteration 12Q: 3 clusters Score -2.880755e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 240918 members 
Entering Unmasked Estep 
Score: -28810416.000000 Penalty: 6156.881348
	Iteration 13Q: 3 clusters Score -2.881042e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 242666 members 
Entering Unmasked Estep 
Score: -28811832.000000 Penalty: 6156.881348
	Iteration 14Q: 3 clusters Score -2.881183e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 243479 members 
Entering Unmasked Estep 
Score: -28812384.000000 Penalty: 6156.881348
	Iteration 15Q: 3 clusters Score -2.881238e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 243910 members 
Entering Unmasked Estep 
Score: -28812796.000000 Penalty: 6156.881348
	Iteration 16Q: 3 clusters Score -2.88128e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 244135 members 
Entering Unmasked Estep 
Score: -28812962.000000 Penalty: 6156.881348
	Iteration 17Q: 3 clusters Score -2.881296e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 244293 members 
Entering Unmasked Estep 
Score: -28813060.000000 Penalty: 6156.881348
	Iteration 18Q: 3 clusters Score -2.881306e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 244377 members 
Entering Unmasked Estep 
Score: -28813164.000000 Penalty: 6156.881348
	Iteration 19Q: 3 clusters Score -2.881316e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 244434 members 
Entering Unmasked Estep 
Score: -28813176.000000 Penalty: 6156.881348
	Iteration 20F: 3 clusters Score -2.881318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 244471 members 
Entering Unmasked Estep 
Score: -28813172.000000 Penalty: 6156.881348
	Iteration 21Q: 3 clusters Score -2.881317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 244505 members 
Entering Unmasked Estep 
Score: -28813196.000000 Penalty: 6156.881348
	Iteration 22Q: 3 clusters Score -2.88132e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 244540 members 
Entering Unmasked Estep 
Score: -28813186.000000 Penalty: 6156.881348
	Iteration 23Q: 3 clusters Score -2.881319e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 244558 members 
Entering Unmasked Estep 
Score: -28813158.000000 Penalty: 6156.881348
	Iteration 24Q: 3 clusters Score -2.881316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 244580 members 
Entering Unmasked Estep 
Score: -28813178.000000 Penalty: 6156.881348
	Iteration 25Q: 3 clusters Score -2.881318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 244593 members 
Entering Unmasked Estep 
Score: -28813200.000000 Penalty: 6156.881348
	Iteration 26Q: 3 clusters Score -2.88132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 244603 members 
Entering Unmasked Estep 
Score: -28813208.000000 Penalty: 6156.881348
	Iteration 27Q: 3 clusters Score -2.881321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 244602 members 
Entering Unmasked Estep 
Score: -28813188.000000 Penalty: 6156.881348
	Iteration 28Q: 3 clusters Score -2.881319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 244604 members 
Entering Unmasked Estep 
Score: -28813192.000000 Penalty: 6156.881348
	Iteration 29Q: 3 clusters Score -2.881319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 244607 members 
Entering Unmasked Estep 
Score: -28813200.000000 Penalty: 6156.881348
	Iteration 30Q: 3 clusters Score -2.88132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 244605 members 
Entering Unmasked Estep 
Score: -28813212.000000 Penalty: 6156.881348
	Iteration 31Q: 3 clusters Score -2.881321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 244606 members 
Entering Unmasked Estep 
Score: -28813200.000000 Penalty: 6156.881348
	Iteration 32Q: 3 clusters Score -2.88132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 244607 members 
Entering Unmasked Estep 
Score: -28813202.000000 Penalty: 6156.881348
	Iteration 33Q: 3 clusters Score -2.88132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 244606 members 
Entering Unmasked Estep 
Score: -28813206.000000 Penalty: 6156.881348
	Iteration 34Q: 3 clusters Score -2.881321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 244607 members 
Entering Unmasked Estep 
Score: -28813198.000000 Penalty: 6156.881348
	Iteration 35Q: 3 clusters Score -2.88132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 244607 members 
Entering Unmasked Estep 
Score: -28813198.000000 Penalty: 6156.881348
	Iteration 36F: 3 clusters Score -2.88132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164546 members 
Entering Unmasked Estep 
Score: -19725180.000000 Penalty: 2978.714355
	Iteration 0F: 2 clusters Score -1.972518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -19616562.000000 Penalty: 5957.428711
	Iteration 0F: 3 clusters Score -1.961656e+07 nChanged 78935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -19662506.000000 Penalty: 5957.428711
	Iteration 1F: 3 clusters Score -1.966251e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -19663476.000000 Penalty: 5957.428711
	Iteration 2Q: 3 clusters Score -1.966348e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -19664320.000000 Penalty: 5957.428711
	Iteration 3Q: 3 clusters Score -1.966432e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -19665424.000000 Penalty: 5957.428711
	Iteration 4Q: 3 clusters Score -1.966542e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -19666450.000000 Penalty: 5957.428711
	Iteration 5Q: 3 clusters Score -1.966645e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -19667856.000000 Penalty: 5957.428711
	Iteration 6Q: 3 clusters Score -1.966786e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -19669576.000000 Penalty: 5957.428711
	Iteration 7Q: 3 clusters Score -1.966958e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -19671986.000000 Penalty: 5957.428711
	Iteration 8Q: 3 clusters Score -1.967199e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -19675814.000000 Penalty: 5957.428711
	Iteration 9Q: 3 clusters Score -1.967581e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113806 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -19681546.000000 Penalty: 5957.428711
	Iteration 10F: 3 clusters Score -1.968155e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123995 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -19689676.000000 Penalty: 5957.428711
	Iteration 11F: 3 clusters Score -1.968968e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -19698752.000000 Penalty: 5957.428711
	Iteration 12F: 3 clusters Score -1.969875e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -19707400.000000 Penalty: 5957.428711
	Iteration 13F: 3 clusters Score -1.97074e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -19713688.000000 Penalty: 5957.428711
	Iteration 14Q: 3 clusters Score -1.971369e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -19717580.000000 Penalty: 5957.428711
	Iteration 15Q: 3 clusters Score -1.971758e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -19719738.000000 Penalty: 5957.428711
	Iteration 16Q: 3 clusters Score -1.971974e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160933 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -19720954.000000 Penalty: 5957.428711
	Iteration 17Q: 3 clusters Score -1.972095e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162121 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19721780.000000 Penalty: 5957.428711
	Iteration 18Q: 3 clusters Score -1.972178e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19722220.000000 Penalty: 5957.428711
	Iteration 19Q: 3 clusters Score -1.972222e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19722424.000000 Penalty: 5957.428711
	Iteration 20F: 3 clusters Score -1.972242e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -19722616.000000 Penalty: 5957.428711
	Iteration 21Q: 3 clusters Score -1.972262e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19722658.000000 Penalty: 5957.428711
	Iteration 22Q: 3 clusters Score -1.972266e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19722706.000000 Penalty: 5957.428711
	Iteration 23Q: 3 clusters Score -1.972271e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19722732.000000 Penalty: 5957.428711
	Iteration 24Q: 3 clusters Score -1.972273e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163733 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19722758.000000 Penalty: 5957.428711
	Iteration 25Q: 3 clusters Score -1.972276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163775 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19722780.000000 Penalty: 5957.428711
	Iteration 26Q: 3 clusters Score -1.972278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19722798.000000 Penalty: 5957.428711
	Iteration 27Q: 3 clusters Score -1.97228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163812 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19722798.000000 Penalty: 5957.428711
	Iteration 28Q: 3 clusters Score -1.97228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19722832.000000 Penalty: 5957.428711
	Iteration 29Q: 3 clusters Score -1.972283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19722828.000000 Penalty: 5957.428711
	Iteration 30Q: 3 clusters Score -1.972283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163849 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -19722854.000000 Penalty: 5957.428711
	Iteration 31Q: 3 clusters Score -1.972285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163860 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -19722858.000000 Penalty: 5957.428711
	Iteration 32Q: 3 clusters Score -1.972286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19722880.000000 Penalty: 5957.428711
	Iteration 33Q: 3 clusters Score -1.972288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -19722880.000000 Penalty: 5957.428711
	Iteration 34Q: 3 clusters Score -1.972288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19722888.000000 Penalty: 5957.428711
	Iteration 35Q: 3 clusters Score -1.972289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19722888.000000 Penalty: 5957.428711
	Iteration 36Q: 3 clusters Score -1.972289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19722876.000000 Penalty: 5957.428711
	Iteration 37Q: 3 clusters Score -1.972288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -19722876.000000 Penalty: 5957.428711
	Iteration 38Q: 3 clusters Score -1.972288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19722886.000000 Penalty: 5957.428711
	Iteration 39Q: 3 clusters Score -1.972289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19722880.000000 Penalty: 5957.428711
	Iteration 40F: 3 clusters Score -1.972288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Entering Unmasked Estep 
Score: -1809875.500000 Penalty: 2402.578369
	Iteration 0F: 2 clusters Score -1809876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1798270.875000 Penalty: 4805.156738
	Iteration 0F: 3 clusters Score -1798271 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1802175.375000 Penalty: 4805.156738
	Iteration 1F: 3 clusters Score -1802175 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1802682.000000 Penalty: 4805.156738
	Iteration 2F: 3 clusters Score -1802682 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1803151.375000 Penalty: 4805.156738
	Iteration 3F: 3 clusters Score -1803151 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1803703.875000 Penalty: 4805.156738
	Iteration 4F: 3 clusters Score -1803704 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1804474.500000 Penalty: 4805.156738
	Iteration 5F: 3 clusters Score -1804474 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1805410.125000 Penalty: 4805.156738
	Iteration 6F: 3 clusters Score -1805410 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1806384.875000 Penalty: 4805.156738
	Iteration 7F: 3 clusters Score -1806385 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1807151.750000 Penalty: 4805.156738
	Iteration 8F: 3 clusters Score -1807152 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1807630.625000 Penalty: 4805.156738
	Iteration 9Q: 3 clusters Score -1807631 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1807903.250000 Penalty: 4805.156738
	Iteration 10Q: 3 clusters Score -1807903 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1808039.250000 Penalty: 4805.156738
	Iteration 11Q: 3 clusters Score -1808039 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1808123.250000 Penalty: 4805.156738
	Iteration 12Q: 3 clusters Score -1808123 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1808177.750000 Penalty: 4805.156738
	Iteration 13Q: 3 clusters Score -1808178 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1808209.750000 Penalty: 4805.156738
	Iteration 14Q: 3 clusters Score -1808210 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1808235.125000 Penalty: 4805.156738
	Iteration 15Q: 3 clusters Score -1808235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1808265.875000 Penalty: 4805.156738
	Iteration 16Q: 3 clusters Score -1808266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1808281.625000 Penalty: 4805.156738
	Iteration 17Q: 3 clusters Score -1808282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1808290.625000 Penalty: 4805.156738
	Iteration 18Q: 3 clusters Score -1808291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1808304.625000 Penalty: 4805.156738
	Iteration 19Q: 3 clusters Score -1808305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1808308.000000 Penalty: 4805.156738
	Iteration 20F: 3 clusters Score -1808308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1808317.500000 Penalty: 4805.156738
	Iteration 21Q: 3 clusters Score -1808318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1808328.375000 Penalty: 4805.156738
	Iteration 22Q: 3 clusters Score -1808328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1808332.125000 Penalty: 4805.156738
	Iteration 23Q: 3 clusters Score -1808332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1808338.625000 Penalty: 4805.156738
	Iteration 24Q: 3 clusters Score -1808339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1808348.000000 Penalty: 4805.156738
	Iteration 25Q: 3 clusters Score -1808348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1808363.625000 Penalty: 4805.156738
	Iteration 26Q: 3 clusters Score -1808364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1808371.125000 Penalty: 4805.156738
	Iteration 27Q: 3 clusters Score -1808371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1808377.375000 Penalty: 4805.156738
	Iteration 28Q: 3 clusters Score -1808377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1808387.875000 Penalty: 4805.156738
	Iteration 29Q: 3 clusters Score -1808388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1808394.125000 Penalty: 4805.156738
	Iteration 30Q: 3 clusters Score -1808394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1808407.250000 Penalty: 4805.156738
	Iteration 31Q: 3 clusters Score -1808407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1808415.000000 Penalty: 4805.156738
	Iteration 32Q: 3 clusters Score -1808415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1808428.125000 Penalty: 4805.156738
	Iteration 33Q: 3 clusters Score -1808428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1808436.625000 Penalty: 4805.156738
	Iteration 34Q: 3 clusters Score -1808437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1808447.000000 Penalty: 4805.156738
	Iteration 35Q: 3 clusters Score -1808447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1808453.750000 Penalty: 4805.156738
	Iteration 36Q: 3 clusters Score -1808454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1808460.750000 Penalty: 4805.156738
	Iteration 37Q: 3 clusters Score -1808461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1808468.875000 Penalty: 4805.156738
	Iteration 38Q: 3 clusters Score -1808469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1808480.500000 Penalty: 4805.156738
	Iteration 39Q: 3 clusters Score -1808480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1808479.625000 Penalty: 4805.156738
	Iteration 40F: 3 clusters Score -1808480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1808486.875000 Penalty: 4805.156738
	Iteration 41Q: 3 clusters Score -1808487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1808487.750000 Penalty: 4805.156738
	Iteration 42Q: 3 clusters Score -1808488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1808497.500000 Penalty: 4805.156738
	Iteration 43Q: 3 clusters Score -1808498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1808499.125000 Penalty: 4805.156738
	Iteration 44Q: 3 clusters Score -1808499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1808502.875000 Penalty: 4805.156738
	Iteration 45Q: 3 clusters Score -1808503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1808505.625000 Penalty: 4805.156738
	Iteration 46Q: 3 clusters Score -1808506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1808510.125000 Penalty: 4805.156738
	Iteration 47Q: 3 clusters Score -1808510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1808514.250000 Penalty: 4805.156738
	Iteration 48Q: 3 clusters Score -1808514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1808517.125000 Penalty: 4805.156738
	Iteration 49Q: 3 clusters Score -1808517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1808520.500000 Penalty: 4805.156738
	Iteration 50Q: 3 clusters Score -1808520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1808524.875000 Penalty: 4805.156738
	Iteration 51Q: 3 clusters Score -1808525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1808523.125000 Penalty: 4805.156738
	Iteration 52Q: 3 clusters Score -1808523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1808528.375000 Penalty: 4805.156738
	Iteration 53Q: 3 clusters Score -1808528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1808531.125000 Penalty: 4805.156738
	Iteration 54Q: 3 clusters Score -1808531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1808532.125000 Penalty: 4805.156738
	Iteration 55Q: 3 clusters Score -1808532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1808536.750000 Penalty: 4805.156738
	Iteration 56Q: 3 clusters Score -1808537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1808536.875000 Penalty: 4805.156738
	Iteration 57Q: 3 clusters Score -1808537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1808540.375000 Penalty: 4805.156738
	Iteration 58Q: 3 clusters Score -1808540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1808538.375000 Penalty: 4805.156738
	Iteration 59Q: 3 clusters Score -1808538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1808545.625000 Penalty: 4805.156738
	Iteration 60F: 3 clusters Score -1808546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1808546.750000 Penalty: 4805.156738
	Iteration 61Q: 3 clusters Score -1808547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1808546.375000 Penalty: 4805.156738
	Iteration 62Q: 3 clusters Score -1808546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1808544.000000 Penalty: 4805.156738
	Iteration 63Q: 3 clusters Score -1808544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1808548.500000 Penalty: 4805.156738
	Iteration 64Q: 3 clusters Score -1808548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1808550.125000 Penalty: 4805.156738
	Iteration 65Q: 3 clusters Score -1808550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1808548.500000 Penalty: 4805.156738
	Iteration 66Q: 3 clusters Score -1808548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1808547.125000 Penalty: 4805.156738
	Iteration 67Q: 3 clusters Score -1808547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1808546.125000 Penalty: 4805.156738
	Iteration 68Q: 3 clusters Score -1808546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1808545.625000 Penalty: 4805.156738
	Iteration 69Q: 3 clusters Score -1808546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1808549.375000 Penalty: 4805.156738
	Iteration 70Q: 3 clusters Score -1808549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1808550.250000 Penalty: 4805.156738
	Iteration 71Q: 3 clusters Score -1808550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1808549.375000 Penalty: 4805.156738
	Iteration 72Q: 3 clusters Score -1808549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1808553.000000 Penalty: 4805.156738
	Iteration 73Q: 3 clusters Score -1808553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1808552.125000 Penalty: 4805.156738
	Iteration 74Q: 3 clusters Score -1808552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1808552.125000 Penalty: 4805.156738
	Iteration 75F: 3 clusters Score -1808552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Entering Unmasked Estep 
Score: -5440083.500000 Penalty: 2665.408691
	Iteration 0F: 2 clusters Score -5440084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -5408709.500000 Penalty: 5330.817383
	Iteration 0F: 3 clusters Score -5408710 nChanged 21571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5421127.000000 Penalty: 5330.817383
	Iteration 1F: 3 clusters Score -5421127 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5422643.000000 Penalty: 5330.817383
	Iteration 2F: 3 clusters Score -5422643 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5424839.500000 Penalty: 5330.817383
	Iteration 3F: 3 clusters Score -5424840 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -5427463.000000 Penalty: 5330.817383
	Iteration 4F: 3 clusters Score -5427463 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5429903.000000 Penalty: 5330.817383
	Iteration 5F: 3 clusters Score -5429903 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5431609.500000 Penalty: 5330.817383
	Iteration 6F: 3 clusters Score -5431610 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -5432606.000000 Penalty: 5330.817383
	Iteration 7Q: 3 clusters Score -5432606 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -5433188.000000 Penalty: 5330.817383
	Iteration 8Q: 3 clusters Score -5433188 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5433615.000000 Penalty: 5330.817383
	Iteration 9Q: 3 clusters Score -5433615 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5433964.000000 Penalty: 5330.817383
	Iteration 10Q: 3 clusters Score -5433964 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -5434318.500000 Penalty: 5330.817383
	Iteration 11Q: 3 clusters Score -5434318 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -5434767.000000 Penalty: 5330.817383
	Iteration 12Q: 3 clusters Score -5434767 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5435206.500000 Penalty: 5330.817383
	Iteration 13Q: 3 clusters Score -5435206 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5435725.500000 Penalty: 5330.817383
	Iteration 14Q: 3 clusters Score -5435726 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5436340.000000 Penalty: 5330.817383
	Iteration 15Q: 3 clusters Score -5436340 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5436948.500000 Penalty: 5330.817383
	Iteration 16Q: 3 clusters Score -5436948 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5437439.000000 Penalty: 5330.817383
	Iteration 17Q: 3 clusters Score -5437439 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5437854.000000 Penalty: 5330.817383
	Iteration 18Q: 3 clusters Score -5437854 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5438166.500000 Penalty: 5330.817383
	Iteration 19Q: 3 clusters Score -5438166 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5438377.000000 Penalty: 5330.817383
	Iteration 20F: 3 clusters Score -5438377 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5438509.500000 Penalty: 5330.817383
	Iteration 21Q: 3 clusters Score -5438510 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5438615.500000 Penalty: 5330.817383
	Iteration 22Q: 3 clusters Score -5438616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5438695.500000 Penalty: 5330.817383
	Iteration 23Q: 3 clusters Score -5438696 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5438735.500000 Penalty: 5330.817383
	Iteration 24Q: 3 clusters Score -5438736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5438767.500000 Penalty: 5330.817383
	Iteration 25Q: 3 clusters Score -5438768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5438813.000000 Penalty: 5330.817383
	Iteration 26Q: 3 clusters Score -5438813 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5438845.000000 Penalty: 5330.817383
	Iteration 27Q: 3 clusters Score -5438845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5438877.000000 Penalty: 5330.817383
	Iteration 28Q: 3 clusters Score -5438877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5438894.000000 Penalty: 5330.817383
	Iteration 29Q: 3 clusters Score -5438894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5438898.500000 Penalty: 5330.817383
	Iteration 30Q: 3 clusters Score -5438898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5438913.500000 Penalty: 5330.817383
	Iteration 31Q: 3 clusters Score -5438914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5438923.000000 Penalty: 5330.817383
	Iteration 32Q: 3 clusters Score -5438923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5438937.000000 Penalty: 5330.817383
	Iteration 33Q: 3 clusters Score -5438937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5438938.500000 Penalty: 5330.817383
	Iteration 34Q: 3 clusters Score -5438938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5438935.000000 Penalty: 5330.817383
	Iteration 35Q: 3 clusters Score -5438935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5438933.500000 Penalty: 5330.817383
	Iteration 36Q: 3 clusters Score -5438934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5438938.000000 Penalty: 5330.817383
	Iteration 37Q: 3 clusters Score -5438938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5438941.000000 Penalty: 5330.817383
	Iteration 38Q: 3 clusters Score -5438941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5438945.500000 Penalty: 5330.817383
	Iteration 39Q: 3 clusters Score -5438946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5438947.500000 Penalty: 5330.817383
	Iteration 40F: 3 clusters Score -5438948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5438951.000000 Penalty: 5330.817383
	Iteration 41Q: 3 clusters Score -5438951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5438948.000000 Penalty: 5330.817383
	Iteration 42Q: 3 clusters Score -5438948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5438948.000000 Penalty: 5330.817383
	Iteration 43F: 3 clusters Score -5438948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Entering Unmasked Estep 
Score: -4593838.000000 Penalty: 2616.007324
	Iteration 0F: 2 clusters Score -4593838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4568014.000000 Penalty: 5232.014648
	Iteration 0F: 3 clusters Score -4568014 nChanged 17270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4577458.000000 Penalty: 5232.014648
	Iteration 1F: 3 clusters Score -4577458 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4577879.000000 Penalty: 5232.014648
	Iteration 2Q: 3 clusters Score -4577879 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4578240.500000 Penalty: 5232.014648
	Iteration 3Q: 3 clusters Score -4578240 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4578576.500000 Penalty: 5232.014648
	Iteration 4Q: 3 clusters Score -4578576 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4578890.500000 Penalty: 5232.014648
	Iteration 5Q: 3 clusters Score -4578890 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4579136.500000 Penalty: 5232.014648
	Iteration 6Q: 3 clusters Score -4579136 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4579442.500000 Penalty: 5232.014648
	Iteration 7Q: 3 clusters Score -4579442 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4579778.500000 Penalty: 5232.014648
	Iteration 8Q: 3 clusters Score -4579778 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4580229.500000 Penalty: 5232.014648
	Iteration 9Q: 3 clusters Score -4580230 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -4580759.000000 Penalty: 5232.014648
	Iteration 10Q: 3 clusters Score -4580759 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4581517.500000 Penalty: 5232.014648
	Iteration 11Q: 3 clusters Score -4581518 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4582530.000000 Penalty: 5232.014648
	Iteration 12Q: 3 clusters Score -4582530 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4583835.500000 Penalty: 5232.014648
	Iteration 13F: 3 clusters Score -4583836 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4585406.500000 Penalty: 5232.014648
	Iteration 14F: 3 clusters Score -4585406 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4587125.500000 Penalty: 5232.014648
	Iteration 15F: 3 clusters Score -4587126 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4588752.000000 Penalty: 5232.014648
	Iteration 16F: 3 clusters Score -4588752 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4589869.000000 Penalty: 5232.014648
	Iteration 17Q: 3 clusters Score -4589869 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4590590.000000 Penalty: 5232.014648
	Iteration 18Q: 3 clusters Score -4590590 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4590960.000000 Penalty: 5232.014648
	Iteration 19Q: 3 clusters Score -4590960 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4591163.500000 Penalty: 5232.014648
	Iteration 20F: 3 clusters Score -4591164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4591296.000000 Penalty: 5232.014648
	Iteration 21Q: 3 clusters Score -4591296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4591379.500000 Penalty: 5232.014648
	Iteration 22Q: 3 clusters Score -4591380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4591427.000000 Penalty: 5232.014648
	Iteration 23Q: 3 clusters Score -4591427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4591461.500000 Penalty: 5232.014648
	Iteration 24Q: 3 clusters Score -4591462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4591482.500000 Penalty: 5232.014648
	Iteration 25Q: 3 clusters Score -4591482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4591502.500000 Penalty: 5232.014648
	Iteration 26Q: 3 clusters Score -4591502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4591513.000000 Penalty: 5232.014648
	Iteration 27Q: 3 clusters Score -4591513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4591518.000000 Penalty: 5232.014648
	Iteration 28Q: 3 clusters Score -4591518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4591521.500000 Penalty: 5232.014648
	Iteration 29Q: 3 clusters Score -4591522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4591521.500000 Penalty: 5232.014648
	Iteration 30Q: 3 clusters Score -4591522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4591522.500000 Penalty: 5232.014648
	Iteration 31Q: 3 clusters Score -4591522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4591526.500000 Penalty: 5232.014648
	Iteration 32Q: 3 clusters Score -4591526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4591525.500000 Penalty: 5232.014648
	Iteration 33Q: 3 clusters Score -4591526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4591534.500000 Penalty: 5232.014648
	Iteration 34Q: 3 clusters Score -4591534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4591533.500000 Penalty: 5232.014648
	Iteration 35Q: 3 clusters Score -4591534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4591538.000000 Penalty: 5232.014648
	Iteration 36Q: 3 clusters Score -4591538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4591542.500000 Penalty: 5232.014648
	Iteration 37Q: 3 clusters Score -4591542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4591549.000000 Penalty: 5232.014648
	Iteration 38Q: 3 clusters Score -4591549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4591553.500000 Penalty: 5232.014648
	Iteration 39Q: 3 clusters Score -4591554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4591553.500000 Penalty: 5232.014648
	Iteration 40F: 3 clusters Score -4591554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -579579.500000 Penalty: 2109.520752
	Iteration 0F: 2 clusters Score -579579.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -575132.312500 Penalty: 4219.041504
	Iteration 0F: 3 clusters Score -575132.3 nChanged 1860
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: -576141.937500 Penalty: 4219.041504
	Iteration 1F: 3 clusters Score -576141.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -576361.312500 Penalty: 4219.041504
	Iteration 2F: 3 clusters Score -576361.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -576486.062500 Penalty: 4219.041504
	Iteration 3Q: 3 clusters Score -576486.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -576585.687500 Penalty: 4219.041504
	Iteration 4Q: 3 clusters Score -576585.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -576669.062500 Penalty: 4219.041504
	Iteration 5Q: 3 clusters Score -576669.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -576728.250000 Penalty: 4219.041504
	Iteration 6Q: 3 clusters Score -576728.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -576781.500000 Penalty: 4219.041504
	Iteration 7Q: 3 clusters Score -576781.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -576826.562500 Penalty: 4219.041504
	Iteration 8Q: 3 clusters Score -576826.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -576862.375000 Penalty: 4219.041504
	Iteration 9Q: 3 clusters Score -576862.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -576909.250000 Penalty: 4219.041504
	Iteration 10Q: 3 clusters Score -576909.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -576959.812500 Penalty: 4219.041504
	Iteration 11Q: 3 clusters Score -576959.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -577007.375000 Penalty: 4219.041504
	Iteration 12Q: 3 clusters Score -577007.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -577067.125000 Penalty: 4219.041504
	Iteration 13Q: 3 clusters Score -577067.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -577127.562500 Penalty: 4219.041504
	Iteration 14Q: 3 clusters Score -577127.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -577182.250000 Penalty: 4219.041504
	Iteration 15Q: 3 clusters Score -577182.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -577229.125000 Penalty: 4219.041504
	Iteration 16Q: 3 clusters Score -577229.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577275.937500 Penalty: 4219.041504
	Iteration 17Q: 3 clusters Score -577275.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -577329.562500 Penalty: 4219.041504
	Iteration 18Q: 3 clusters Score -577329.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -577380.500000 Penalty: 4219.041504
	Iteration 19Q: 3 clusters Score -577380.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -577436.687500 Penalty: 4219.041504
	Iteration 20F: 3 clusters Score -577436.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -577491.250000 Penalty: 4219.041504
	Iteration 21Q: 3 clusters Score -577491.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -577543.687500 Penalty: 4219.041504
	Iteration 22Q: 3 clusters Score -577543.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -577596.687500 Penalty: 4219.041504
	Iteration 23Q: 3 clusters Score -577596.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -577651.437500 Penalty: 4219.041504
	Iteration 24Q: 3 clusters Score -577651.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -577701.937500 Penalty: 4219.041504
	Iteration 25Q: 3 clusters Score -577701.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -577746.875000 Penalty: 4219.041504
	Iteration 26Q: 3 clusters Score -577746.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -577783.875000 Penalty: 4219.041504
	Iteration 27Q: 3 clusters Score -577783.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -577822.250000 Penalty: 4219.041504
	Iteration 28Q: 3 clusters Score -577822.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -577849.000000 Penalty: 4219.041504
	Iteration 29Q: 3 clusters Score -577849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -577871.562500 Penalty: 4219.041504
	Iteration 30Q: 3 clusters Score -577871.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -577887.500000 Penalty: 4219.041504
	Iteration 31Q: 3 clusters Score -577887.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -577898.750000 Penalty: 4219.041504
	Iteration 32Q: 3 clusters Score -577898.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -577910.750000 Penalty: 4219.041504
	Iteration 33Q: 3 clusters Score -577910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -577917.125000 Penalty: 4219.041504
	Iteration 34Q: 3 clusters Score -577917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -577926.125000 Penalty: 4219.041504
	Iteration 35Q: 3 clusters Score -577926.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -577935.437500 Penalty: 4219.041504
	Iteration 36Q: 3 clusters Score -577935.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -577943.375000 Penalty: 4219.041504
	Iteration 37Q: 3 clusters Score -577943.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -577948.750000 Penalty: 4219.041504
	Iteration 38Q: 3 clusters Score -577948.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -577951.500000 Penalty: 4219.041504
	Iteration 39Q: 3 clusters Score -577951.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -577957.875000 Penalty: 4219.041504
	Iteration 40F: 3 clusters Score -577957.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -577964.312500 Penalty: 4219.041504
	Iteration 41Q: 3 clusters Score -577964.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -577968.750000 Penalty: 4219.041504
	Iteration 42Q: 3 clusters Score -577968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -577970.625000 Penalty: 4219.041504
	Iteration 43Q: 3 clusters Score -577970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -577971.750000 Penalty: 4219.041504
	Iteration 44Q: 3 clusters Score -577971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -577973.812500 Penalty: 4219.041504
	Iteration 45Q: 3 clusters Score -577973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -577974.687500 Penalty: 4219.041504
	Iteration 46Q: 3 clusters Score -577974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -577975.875000 Penalty: 4219.041504
	Iteration 47Q: 3 clusters Score -577975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -577975.250000 Penalty: 4219.041504
	Iteration 48Q: 3 clusters Score -577975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -577975.250000 Penalty: 4219.041504
	Iteration 49F: 3 clusters Score -577975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38741.738281 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38741.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37348.160156 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37348.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37513.507812 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37513.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37564.441406 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37564.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37576.921875 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37576.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37580.078125 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37580.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37580.078125 Penalty: 2948.928711
	Iteration 5F: 3 clusters Score -37580.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Entering Unmasked Estep 
Score: -18630166.000000 Penalty: 2965.749756
	Iteration 0F: 2 clusters Score -1.863017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -18526514.000000 Penalty: 5931.499512
	Iteration 0F: 3 clusters Score -1.852651e+07 nChanged 74668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -18570412.000000 Penalty: 5931.499512
	Iteration 1F: 3 clusters Score -1.857041e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -18572040.000000 Penalty: 5931.499512
	Iteration 2Q: 3 clusters Score -1.857204e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -18574252.000000 Penalty: 5931.499512
	Iteration 3Q: 3 clusters Score -1.857425e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -18577608.000000 Penalty: 5931.499512
	Iteration 4Q: 3 clusters Score -1.857761e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -18582156.000000 Penalty: 5931.499512
	Iteration 5F: 3 clusters Score -1.858216e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -18588338.000000 Penalty: 5931.499512
	Iteration 6F: 3 clusters Score -1.858834e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -18595714.000000 Penalty: 5931.499512
	Iteration 7F: 3 clusters Score -1.859571e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -18602656.000000 Penalty: 5931.499512
	Iteration 8F: 3 clusters Score -1.860266e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -18606784.000000 Penalty: 5931.499512
	Iteration 9Q: 3 clusters Score -1.860678e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -18608998.000000 Penalty: 5931.499512
	Iteration 10Q: 3 clusters Score -1.8609e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -18610026.000000 Penalty: 5931.499512
	Iteration 11Q: 3 clusters Score -1.861003e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115045 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -18611126.000000 Penalty: 5931.499512
	Iteration 12Q: 3 clusters Score -1.861113e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -18611946.000000 Penalty: 5931.499512
	Iteration 13Q: 3 clusters Score -1.861195e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -18612696.000000 Penalty: 5931.499512
	Iteration 14Q: 3 clusters Score -1.86127e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121431 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -18613546.000000 Penalty: 5931.499512
	Iteration 15Q: 3 clusters Score -1.861355e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123559 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -18614300.000000 Penalty: 5931.499512
	Iteration 16Q: 3 clusters Score -1.86143e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125746 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -18615080.000000 Penalty: 5931.499512
	Iteration 17Q: 3 clusters Score -1.861508e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128010 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -18615800.000000 Penalty: 5931.499512
	Iteration 18Q: 3 clusters Score -1.86158e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -18616890.000000 Penalty: 5931.499512
	Iteration 19Q: 3 clusters Score -1.861689e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -18617852.000000 Penalty: 5931.499512
	Iteration 20F: 3 clusters Score -1.861785e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135544 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -18618912.000000 Penalty: 5931.499512
	Iteration 21Q: 3 clusters Score -1.861891e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -18620100.000000 Penalty: 5931.499512
	Iteration 22Q: 3 clusters Score -1.86201e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140474 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -18621216.000000 Penalty: 5931.499512
	Iteration 23Q: 3 clusters Score -1.862122e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -18622260.000000 Penalty: 5931.499512
	Iteration 24Q: 3 clusters Score -1.862226e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -18623534.000000 Penalty: 5931.499512
	Iteration 25Q: 3 clusters Score -1.862353e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -18624602.000000 Penalty: 5931.499512
	Iteration 26Q: 3 clusters Score -1.86246e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148646 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -18625568.000000 Penalty: 5931.499512
	Iteration 27Q: 3 clusters Score -1.862557e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -18626196.000000 Penalty: 5931.499512
	Iteration 28Q: 3 clusters Score -1.86262e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -18626676.000000 Penalty: 5931.499512
	Iteration 29Q: 3 clusters Score -1.862668e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151921 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -18627108.000000 Penalty: 5931.499512
	Iteration 30Q: 3 clusters Score -1.862711e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -18627334.000000 Penalty: 5931.499512
	Iteration 31Q: 3 clusters Score -1.862733e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -18627522.000000 Penalty: 5931.499512
	Iteration 32Q: 3 clusters Score -1.862752e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -18627692.000000 Penalty: 5931.499512
	Iteration 33Q: 3 clusters Score -1.862769e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18627824.000000 Penalty: 5931.499512
	Iteration 34Q: 3 clusters Score -1.862782e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -18627908.000000 Penalty: 5931.499512
	Iteration 35Q: 3 clusters Score -1.862791e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -18627984.000000 Penalty: 5931.499512
	Iteration 36Q: 3 clusters Score -1.862798e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -18628010.000000 Penalty: 5931.499512
	Iteration 37Q: 3 clusters Score -1.862801e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -18628034.000000 Penalty: 5931.499512
	Iteration 38Q: 3 clusters Score -1.862803e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -18628092.000000 Penalty: 5931.499512
	Iteration 39Q: 3 clusters Score -1.862809e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18628140.000000 Penalty: 5931.499512
	Iteration 40F: 3 clusters Score -1.862814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -18628146.000000 Penalty: 5931.499512
	Iteration 41Q: 3 clusters Score -1.862815e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18628146.000000 Penalty: 5931.499512
	Iteration 42Q: 3 clusters Score -1.862815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -18628168.000000 Penalty: 5931.499512
	Iteration 43Q: 3 clusters Score -1.862817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -18628184.000000 Penalty: 5931.499512
	Iteration 44Q: 3 clusters Score -1.862818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154436 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18628182.000000 Penalty: 5931.499512
	Iteration 45Q: 3 clusters Score -1.862818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -18628178.000000 Penalty: 5931.499512
	Iteration 46Q: 3 clusters Score -1.862818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18628160.000000 Penalty: 5931.499512
	Iteration 47Q: 3 clusters Score -1.862816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154489 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -18628156.000000 Penalty: 5931.499512
	Iteration 48Q: 3 clusters Score -1.862816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154497 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -18628172.000000 Penalty: 5931.499512
	Iteration 49Q: 3 clusters Score -1.862817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154505 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -18628168.000000 Penalty: 5931.499512
	Iteration 50Q: 3 clusters Score -1.862817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -18628182.000000 Penalty: 5931.499512
	Iteration 51Q: 3 clusters Score -1.862818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154527 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -18628184.000000 Penalty: 5931.499512
	Iteration 52Q: 3 clusters Score -1.862818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154531 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -18628190.000000 Penalty: 5931.499512
	Iteration 53Q: 3 clusters Score -1.862819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154536 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18628184.000000 Penalty: 5931.499512
	Iteration 54Q: 3 clusters Score -1.862818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -18628192.000000 Penalty: 5931.499512
	Iteration 55Q: 3 clusters Score -1.862819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -18628190.000000 Penalty: 5931.499512
	Iteration 56Q: 3 clusters Score -1.862819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154551 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -18628198.000000 Penalty: 5931.499512
	Iteration 57Q: 3 clusters Score -1.86282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -18628188.000000 Penalty: 5931.499512
	Iteration 58Q: 3 clusters Score -1.862819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -18628194.000000 Penalty: 5931.499512
	Iteration 59Q: 3 clusters Score -1.862819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -18628210.000000 Penalty: 5931.499512
	Iteration 60F: 3 clusters Score -1.862821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -18628202.000000 Penalty: 5931.499512
	Iteration 61Q: 3 clusters Score -1.86282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -18628184.000000 Penalty: 5931.499512
	Iteration 62Q: 3 clusters Score -1.862818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18628180.000000 Penalty: 5931.499512
	Iteration 63Q: 3 clusters Score -1.862818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154581 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -18628194.000000 Penalty: 5931.499512
	Iteration 64Q: 3 clusters Score -1.862819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -18628182.000000 Penalty: 5931.499512
	Iteration 65Q: 3 clusters Score -1.862818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18628186.000000 Penalty: 5931.499512
	Iteration 66Q: 3 clusters Score -1.862819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18628188.000000 Penalty: 5931.499512
	Iteration 67Q: 3 clusters Score -1.862819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18628192.000000 Penalty: 5931.499512
	Iteration 68Q: 3 clusters Score -1.862819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -18628196.000000 Penalty: 5931.499512
	Iteration 69Q: 3 clusters Score -1.86282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154588 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -18628188.000000 Penalty: 5931.499512
	Iteration 70Q: 3 clusters Score -1.862819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154588 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -18628188.000000 Penalty: 5931.499512
	Iteration 71F: 3 clusters Score -1.862819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Entering Unmasked Estep 
Score: -1158747.625000 Penalty: 2290.964600
	Iteration 0F: 2 clusters Score -1158748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1150946.250000 Penalty: 4581.929199
	Iteration 0F: 3 clusters Score -1150946 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1153376.250000 Penalty: 4581.929199
	Iteration 1F: 3 clusters Score -1153376 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1153750.500000 Penalty: 4581.929199
	Iteration 2F: 3 clusters Score -1153750 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1154115.375000 Penalty: 4581.929199
	Iteration 3F: 3 clusters Score -1154115 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1154464.250000 Penalty: 4581.929199
	Iteration 4F: 3 clusters Score -1154464 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1154764.250000 Penalty: 4581.929199
	Iteration 5Q: 3 clusters Score -1154764 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1155031.125000 Penalty: 4581.929199
	Iteration 6Q: 3 clusters Score -1155031 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1155249.250000 Penalty: 4581.929199
	Iteration 7Q: 3 clusters Score -1155249 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1155450.625000 Penalty: 4581.929199
	Iteration 8Q: 3 clusters Score -1155451 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1155611.250000 Penalty: 4581.929199
	Iteration 9Q: 3 clusters Score -1155611 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1155742.375000 Penalty: 4581.929199
	Iteration 10Q: 3 clusters Score -1155742 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1155832.125000 Penalty: 4581.929199
	Iteration 11Q: 3 clusters Score -1155832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1155892.750000 Penalty: 4581.929199
	Iteration 12Q: 3 clusters Score -1155893 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1155946.125000 Penalty: 4581.929199
	Iteration 13Q: 3 clusters Score -1155946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1155994.875000 Penalty: 4581.929199
	Iteration 14Q: 3 clusters Score -1155995 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1156035.750000 Penalty: 4581.929199
	Iteration 15Q: 3 clusters Score -1156036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1156074.000000 Penalty: 4581.929199
	Iteration 16Q: 3 clusters Score -1156074 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1156106.125000 Penalty: 4581.929199
	Iteration 17Q: 3 clusters Score -1156106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1156130.875000 Penalty: 4581.929199
	Iteration 18Q: 3 clusters Score -1156131 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1156150.375000 Penalty: 4581.929199
	Iteration 19Q: 3 clusters Score -1156150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1156175.000000 Penalty: 4581.929199
	Iteration 20F: 3 clusters Score -1156175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1156189.875000 Penalty: 4581.929199
	Iteration 21Q: 3 clusters Score -1156190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1156201.000000 Penalty: 4581.929199
	Iteration 22Q: 3 clusters Score -1156201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1156208.375000 Penalty: 4581.929199
	Iteration 23Q: 3 clusters Score -1156208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1156215.500000 Penalty: 4581.929199
	Iteration 24Q: 3 clusters Score -1156216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1156222.750000 Penalty: 4581.929199
	Iteration 25Q: 3 clusters Score -1156223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1156230.625000 Penalty: 4581.929199
	Iteration 26Q: 3 clusters Score -1156231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1156237.875000 Penalty: 4581.929199
	Iteration 27Q: 3 clusters Score -1156238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1156242.500000 Penalty: 4581.929199
	Iteration 28Q: 3 clusters Score -1156242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1156246.750000 Penalty: 4581.929199
	Iteration 29Q: 3 clusters Score -1156247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1156252.750000 Penalty: 4581.929199
	Iteration 30Q: 3 clusters Score -1156253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1156255.375000 Penalty: 4581.929199
	Iteration 31Q: 3 clusters Score -1156255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1156261.000000 Penalty: 4581.929199
	Iteration 32Q: 3 clusters Score -1156261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1156265.875000 Penalty: 4581.929199
	Iteration 33Q: 3 clusters Score -1156266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1156271.500000 Penalty: 4581.929199
	Iteration 34Q: 3 clusters Score -1156272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1156279.750000 Penalty: 4581.929199
	Iteration 35Q: 3 clusters Score -1156280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1156288.750000 Penalty: 4581.929199
	Iteration 36Q: 3 clusters Score -1156289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1156295.250000 Penalty: 4581.929199
	Iteration 37Q: 3 clusters Score -1156295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1156302.250000 Penalty: 4581.929199
	Iteration 38Q: 3 clusters Score -1156302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1156301.875000 Penalty: 4581.929199
	Iteration 39Q: 3 clusters Score -1156302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1156301.125000 Penalty: 4581.929199
	Iteration 40F: 3 clusters Score -1156301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1156306.125000 Penalty: 4581.929199
	Iteration 41Q: 3 clusters Score -1156306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1156307.375000 Penalty: 4581.929199
	Iteration 42Q: 3 clusters Score -1156307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1156311.375000 Penalty: 4581.929199
	Iteration 43Q: 3 clusters Score -1156311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1156309.250000 Penalty: 4581.929199
	Iteration 44Q: 3 clusters Score -1156309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1156308.875000 Penalty: 4581.929199
	Iteration 45Q: 3 clusters Score -1156309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1156308.625000 Penalty: 4581.929199
	Iteration 46Q: 3 clusters Score -1156309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1156309.750000 Penalty: 4581.929199
	Iteration 47Q: 3 clusters Score -1156310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1156308.500000 Penalty: 4581.929199
	Iteration 48Q: 3 clusters Score -1156308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1156308.375000 Penalty: 4581.929199
	Iteration 49Q: 3 clusters Score -1156308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1156313.000000 Penalty: 4581.929199
	Iteration 50Q: 3 clusters Score -1156313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1156313.625000 Penalty: 4581.929199
	Iteration 51Q: 3 clusters Score -1156314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1156316.000000 Penalty: 4581.929199
	Iteration 52Q: 3 clusters Score -1156316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1156313.625000 Penalty: 4581.929199
	Iteration 53Q: 3 clusters Score -1156314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1156313.625000 Penalty: 4581.929199
	Iteration 54F: 3 clusters Score -1156314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (93636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Entering Unmasked Estep 
Score: -11146358.000000 Penalty: 2838.898193
	Iteration 0F: 2 clusters Score -1.114636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -11083595.000000 Penalty: 5677.796387
	Iteration 0F: 3 clusters Score -1.10836e+07 nChanged 44116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -11108973.000000 Penalty: 5677.796387
	Iteration 1F: 3 clusters Score -1.110897e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -11109790.000000 Penalty: 5677.796387
	Iteration 2Q: 3 clusters Score -1.110979e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -11110710.000000 Penalty: 5677.796387
	Iteration 3Q: 3 clusters Score -1.111071e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -11111692.000000 Penalty: 5677.796387
	Iteration 4Q: 3 clusters Score -1.111169e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -11112948.000000 Penalty: 5677.796387
	Iteration 5Q: 3 clusters Score -1.111295e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -11114473.000000 Penalty: 5677.796387
	Iteration 6Q: 3 clusters Score -1.111447e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -11116397.000000 Penalty: 5677.796387
	Iteration 7Q: 3 clusters Score -1.11164e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -11118902.000000 Penalty: 5677.796387
	Iteration 8F: 3 clusters Score -1.11189e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -11122274.000000 Penalty: 5677.796387
	Iteration 9F: 3 clusters Score -1.112227e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -11126043.000000 Penalty: 5677.796387
	Iteration 10F: 3 clusters Score -1.112604e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -11129749.000000 Penalty: 5677.796387
	Iteration 11F: 3 clusters Score -1.112975e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -11132680.000000 Penalty: 5677.796387
	Iteration 12Q: 3 clusters Score -1.113268e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -11134461.000000 Penalty: 5677.796387
	Iteration 13Q: 3 clusters Score -1.113446e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -11135423.000000 Penalty: 5677.796387
	Iteration 14Q: 3 clusters Score -1.113542e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -11136031.000000 Penalty: 5677.796387
	Iteration 15Q: 3 clusters Score -1.113603e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -11136563.000000 Penalty: 5677.796387
	Iteration 16Q: 3 clusters Score -1.113656e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -11136989.000000 Penalty: 5677.796387
	Iteration 17Q: 3 clusters Score -1.113699e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -11137374.000000 Penalty: 5677.796387
	Iteration 18Q: 3 clusters Score -1.113737e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -11137737.000000 Penalty: 5677.796387
	Iteration 19Q: 3 clusters Score -1.113774e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -11138070.000000 Penalty: 5677.796387
	Iteration 20F: 3 clusters Score -1.113807e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -11138464.000000 Penalty: 5677.796387
	Iteration 21Q: 3 clusters Score -1.113846e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -11138764.000000 Penalty: 5677.796387
	Iteration 22Q: 3 clusters Score -1.113876e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -11139164.000000 Penalty: 5677.796387
	Iteration 23Q: 3 clusters Score -1.113916e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -11139478.000000 Penalty: 5677.796387
	Iteration 24Q: 3 clusters Score -1.113948e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -11139763.000000 Penalty: 5677.796387
	Iteration 25Q: 3 clusters Score -1.113976e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -11139991.000000 Penalty: 5677.796387
	Iteration 26Q: 3 clusters Score -1.113999e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -11140291.000000 Penalty: 5677.796387
	Iteration 27Q: 3 clusters Score -1.114029e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -11140510.000000 Penalty: 5677.796387
	Iteration 28Q: 3 clusters Score -1.114051e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -11140744.000000 Penalty: 5677.796387
	Iteration 29Q: 3 clusters Score -1.114074e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -11140946.000000 Penalty: 5677.796387
	Iteration 30Q: 3 clusters Score -1.114095e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -11141225.000000 Penalty: 5677.796387
	Iteration 31Q: 3 clusters Score -1.114122e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -11141439.000000 Penalty: 5677.796387
	Iteration 32Q: 3 clusters Score -1.114144e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -11141669.000000 Penalty: 5677.796387
	Iteration 33Q: 3 clusters Score -1.114167e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -11141890.000000 Penalty: 5677.796387
	Iteration 34Q: 3 clusters Score -1.114189e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -11142095.000000 Penalty: 5677.796387
	Iteration 35Q: 3 clusters Score -1.11421e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -11142255.000000 Penalty: 5677.796387
	Iteration 36Q: 3 clusters Score -1.114226e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -11142482.000000 Penalty: 5677.796387
	Iteration 37Q: 3 clusters Score -1.114248e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -11142671.000000 Penalty: 5677.796387
	Iteration 38Q: 3 clusters Score -1.114267e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -11142856.000000 Penalty: 5677.796387
	Iteration 39Q: 3 clusters Score -1.114286e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -11142978.000000 Penalty: 5677.796387
	Iteration 40F: 3 clusters Score -1.114298e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -11143103.000000 Penalty: 5677.796387
	Iteration 41Q: 3 clusters Score -1.11431e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -11143197.000000 Penalty: 5677.796387
	Iteration 42Q: 3 clusters Score -1.11432e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -11143309.000000 Penalty: 5677.796387
	Iteration 43Q: 3 clusters Score -1.114331e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -11143411.000000 Penalty: 5677.796387
	Iteration 44Q: 3 clusters Score -1.114341e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -11143501.000000 Penalty: 5677.796387
	Iteration 45Q: 3 clusters Score -1.11435e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -11143592.000000 Penalty: 5677.796387
	Iteration 46Q: 3 clusters Score -1.114359e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -11143682.000000 Penalty: 5677.796387
	Iteration 47Q: 3 clusters Score -1.114368e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -11143728.000000 Penalty: 5677.796387
	Iteration 48Q: 3 clusters Score -1.114373e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
Score: -11143774.000000 Penalty: 5677.796387
	Iteration 49Q: 3 clusters Score -1.114377e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -11143820.000000 Penalty: 5677.796387
	Iteration 50Q: 3 clusters Score -1.114382e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 90748 members 
Entering Unmasked Estep 
Score: -11143831.000000 Penalty: 5677.796387
	Iteration 51Q: 3 clusters Score -1.114383e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -11143898.000000 Penalty: 5677.796387
	Iteration 52Q: 3 clusters Score -1.11439e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -11143935.000000 Penalty: 5677.796387
	Iteration 53Q: 3 clusters Score -1.114394e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -11143968.000000 Penalty: 5677.796387
	Iteration 54Q: 3 clusters Score -1.114397e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -11143983.000000 Penalty: 5677.796387
	Iteration 55Q: 3 clusters Score -1.114398e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -11144024.000000 Penalty: 5677.796387
	Iteration 56Q: 3 clusters Score -1.114402e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -11144068.000000 Penalty: 5677.796387
	Iteration 57Q: 3 clusters Score -1.114407e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -11144075.000000 Penalty: 5677.796387
	Iteration 58Q: 3 clusters Score -1.114408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -11144106.000000 Penalty: 5677.796387
	Iteration 59Q: 3 clusters Score -1.114411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -11144118.000000 Penalty: 5677.796387
	Iteration 60F: 3 clusters Score -1.114412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -11144108.000000 Penalty: 5677.796387
	Iteration 61Q: 3 clusters Score -1.114411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -11144113.000000 Penalty: 5677.796387
	Iteration 62Q: 3 clusters Score -1.114411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -11144120.000000 Penalty: 5677.796387
	Iteration 63Q: 3 clusters Score -1.114412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -11144143.000000 Penalty: 5677.796387
	Iteration 64Q: 3 clusters Score -1.114414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -11144157.000000 Penalty: 5677.796387
	Iteration 65Q: 3 clusters Score -1.114416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -11144166.000000 Penalty: 5677.796387
	Iteration 66Q: 3 clusters Score -1.114417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -11144157.000000 Penalty: 5677.796387
	Iteration 67Q: 3 clusters Score -1.114416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -11144157.000000 Penalty: 5677.796387
	Iteration 68Q: 3 clusters Score -1.114416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -11144154.000000 Penalty: 5677.796387
	Iteration 69Q: 3 clusters Score -1.114415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -11144152.000000 Penalty: 5677.796387
	Iteration 70Q: 3 clusters Score -1.114415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -11144155.000000 Penalty: 5677.796387
	Iteration 71Q: 3 clusters Score -1.114416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -11144152.000000 Penalty: 5677.796387
	Iteration 72Q: 3 clusters Score -1.114415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -11144165.000000 Penalty: 5677.796387
	Iteration 73Q: 3 clusters Score -1.114416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -11144164.000000 Penalty: 5677.796387
	Iteration 74Q: 3 clusters Score -1.114416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11144167.000000 Penalty: 5677.796387
	Iteration 75Q: 3 clusters Score -1.114417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -11144173.000000 Penalty: 5677.796387
	Iteration 76Q: 3 clusters Score -1.114417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -11144169.000000 Penalty: 5677.796387
	Iteration 77Q: 3 clusters Score -1.114417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -11144172.000000 Penalty: 5677.796387
	Iteration 78Q: 3 clusters Score -1.114417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -11144168.000000 Penalty: 5677.796387
	Iteration 79Q: 3 clusters Score -1.114417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -11144165.000000 Penalty: 5677.796387
	Iteration 80F: 3 clusters Score -1.114416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -11144178.000000 Penalty: 5677.796387
	Iteration 81Q: 3 clusters Score -1.114418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -11144176.000000 Penalty: 5677.796387
	Iteration 82Q: 3 clusters Score -1.114418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -11144175.000000 Penalty: 5677.796387
	Iteration 83Q: 3 clusters Score -1.114418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -11144175.000000 Penalty: 5677.796387
	Iteration 84F: 3 clusters Score -1.114418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Entering Unmasked Estep 
Score: -1724081.250000 Penalty: 2378.152588
	Iteration 0F: 2 clusters Score -1724081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1713488.750000 Penalty: 4756.305176
	Iteration 0F: 3 clusters Score -1713489 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1716850.125000 Penalty: 4756.305176
	Iteration 1F: 3 clusters Score -1716850 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1717236.250000 Penalty: 4756.305176
	Iteration 2F: 3 clusters Score -1717236 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1717565.750000 Penalty: 4756.305176
	Iteration 3F: 3 clusters Score -1717566 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1717894.000000 Penalty: 4756.305176
	Iteration 4Q: 3 clusters Score -1717894 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1718230.750000 Penalty: 4756.305176
	Iteration 5Q: 3 clusters Score -1718231 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1718606.750000 Penalty: 4756.305176
	Iteration 6Q: 3 clusters Score -1718607 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1719094.375000 Penalty: 4756.305176
	Iteration 7Q: 3 clusters Score -1719094 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1719694.875000 Penalty: 4756.305176
	Iteration 8F: 3 clusters Score -1719695 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1720394.375000 Penalty: 4756.305176
	Iteration 9F: 3 clusters Score -1720394 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1720999.625000 Penalty: 4756.305176
	Iteration 10F: 3 clusters Score -1721000 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1721415.000000 Penalty: 4756.305176
	Iteration 11Q: 3 clusters Score -1721415 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1721727.125000 Penalty: 4756.305176
	Iteration 12Q: 3 clusters Score -1721727 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1721938.375000 Penalty: 4756.305176
	Iteration 13Q: 3 clusters Score -1721938 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1722080.875000 Penalty: 4756.305176
	Iteration 14Q: 3 clusters Score -1722081 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1722183.875000 Penalty: 4756.305176
	Iteration 15Q: 3 clusters Score -1722184 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1722248.625000 Penalty: 4756.305176
	Iteration 16Q: 3 clusters Score -1722249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1722286.250000 Penalty: 4756.305176
	Iteration 17Q: 3 clusters Score -1722286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1722326.000000 Penalty: 4756.305176
	Iteration 18Q: 3 clusters Score -1722326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1722348.125000 Penalty: 4756.305176
	Iteration 19Q: 3 clusters Score -1722348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1722363.000000 Penalty: 4756.305176
	Iteration 20F: 3 clusters Score -1722363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1722375.000000 Penalty: 4756.305176
	Iteration 21Q: 3 clusters Score -1722375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1722383.250000 Penalty: 4756.305176
	Iteration 22Q: 3 clusters Score -1722383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1722395.375000 Penalty: 4756.305176
	Iteration 23Q: 3 clusters Score -1722395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1722400.750000 Penalty: 4756.305176
	Iteration 24Q: 3 clusters Score -1722401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1722404.125000 Penalty: 4756.305176
	Iteration 25Q: 3 clusters Score -1722404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1722405.375000 Penalty: 4756.305176
	Iteration 26Q: 3 clusters Score -1722405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1722407.250000 Penalty: 4756.305176
	Iteration 27Q: 3 clusters Score -1722407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1722409.625000 Penalty: 4756.305176
	Iteration 28Q: 3 clusters Score -1722410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1722412.500000 Penalty: 4756.305176
	Iteration 29Q: 3 clusters Score -1722412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1722415.125000 Penalty: 4756.305176
	Iteration 30Q: 3 clusters Score -1722415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1722418.750000 Penalty: 4756.305176
	Iteration 31Q: 3 clusters Score -1722419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1722417.750000 Penalty: 4756.305176
	Iteration 32Q: 3 clusters Score -1722418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1722418.250000 Penalty: 4756.305176
	Iteration 33Q: 3 clusters Score -1722418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1722420.750000 Penalty: 4756.305176
	Iteration 34Q: 3 clusters Score -1722421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1722416.875000 Penalty: 4756.305176
	Iteration 35Q: 3 clusters Score -1722417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1722417.125000 Penalty: 4756.305176
	Iteration 36Q: 3 clusters Score -1722417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1722418.625000 Penalty: 4756.305176
	Iteration 37Q: 3 clusters Score -1722419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1722423.375000 Penalty: 4756.305176
	Iteration 38Q: 3 clusters Score -1722423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1722423.375000 Penalty: 4756.305176
	Iteration 39Q: 3 clusters Score -1722423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1722423.125000 Penalty: 4756.305176
	Iteration 40F: 3 clusters Score -1722423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1722424.500000 Penalty: 4756.305176
	Iteration 41Q: 3 clusters Score -1722424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1722427.875000 Penalty: 4756.305176
	Iteration 42Q: 3 clusters Score -1722428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1722428.000000 Penalty: 4756.305176
	Iteration 43Q: 3 clusters Score -1722428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1722428.750000 Penalty: 4756.305176
	Iteration 44Q: 3 clusters Score -1722429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1722427.875000 Penalty: 4756.305176
	Iteration 45Q: 3 clusters Score -1722428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1722428.000000 Penalty: 4756.305176
	Iteration 46Q: 3 clusters Score -1722428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1722430.250000 Penalty: 4756.305176
	Iteration 47Q: 3 clusters Score -1722430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1722429.375000 Penalty: 4756.305176
	Iteration 48Q: 3 clusters Score -1722429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1722429.375000 Penalty: 4756.305176
	Iteration 49Q: 3 clusters Score -1722429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1722428.375000 Penalty: 4756.305176
	Iteration 50Q: 3 clusters Score -1722428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1722429.250000 Penalty: 4756.305176
	Iteration 51Q: 3 clusters Score -1722429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1722429.875000 Penalty: 4756.305176
	Iteration 52Q: 3 clusters Score -1722430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1722430.000000 Penalty: 4756.305176
	Iteration 53Q: 3 clusters Score -1722430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1722432.750000 Penalty: 4756.305176
	Iteration 54Q: 3 clusters Score -1722433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1722433.125000 Penalty: 4756.305176
	Iteration 55Q: 3 clusters Score -1722433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1722433.625000 Penalty: 4756.305176
	Iteration 56Q: 3 clusters Score -1722434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1722433.125000 Penalty: 4756.305176
	Iteration 57Q: 3 clusters Score -1722433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1722432.625000 Penalty: 4756.305176
	Iteration 58Q: 3 clusters Score -1722433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1722434.875000 Penalty: 4756.305176
	Iteration 59Q: 3 clusters Score -1722435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1722434.500000 Penalty: 4756.305176
	Iteration 60F: 3 clusters Score -1722434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1722433.875000 Penalty: 4756.305176
	Iteration 61Q: 3 clusters Score -1722434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1722434.500000 Penalty: 4756.305176
	Iteration 62Q: 3 clusters Score -1722434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1722434.500000 Penalty: 4756.305176
	Iteration 63F: 3 clusters Score -1722434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Entering Unmasked Estep 
Score: -11179006.000000 Penalty: 2833.835938
	Iteration 0F: 2 clusters Score -1.117901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -11117751.000000 Penalty: 5667.671875
	Iteration 0F: 3 clusters Score -1.111775e+07 nChanged 43321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -11142001.000000 Penalty: 5667.671875
	Iteration 1F: 3 clusters Score -1.1142e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -11142635.000000 Penalty: 5667.671875
	Iteration 2Q: 3 clusters Score -1.114264e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -11143150.000000 Penalty: 5667.671875
	Iteration 3Q: 3 clusters Score -1.114315e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -11143766.000000 Penalty: 5667.671875
	Iteration 4Q: 3 clusters Score -1.114377e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -11144331.000000 Penalty: 5667.671875
	Iteration 5Q: 3 clusters Score -1.114433e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -11144965.000000 Penalty: 5667.671875
	Iteration 6Q: 3 clusters Score -1.114496e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -11145989.000000 Penalty: 5667.671875
	Iteration 7Q: 3 clusters Score -1.114599e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -11147469.000000 Penalty: 5667.671875
	Iteration 8Q: 3 clusters Score -1.114747e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -11149832.000000 Penalty: 5667.671875
	Iteration 9Q: 3 clusters Score -1.114983e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -11153451.000000 Penalty: 5667.671875
	Iteration 10F: 3 clusters Score -1.115345e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -11158627.000000 Penalty: 5667.671875
	Iteration 11F: 3 clusters Score -1.115863e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -11164326.000000 Penalty: 5667.671875
	Iteration 12F: 3 clusters Score -1.116433e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -11169165.000000 Penalty: 5667.671875
	Iteration 13F: 3 clusters Score -1.116916e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -11172616.000000 Penalty: 5667.671875
	Iteration 14Q: 3 clusters Score -1.117262e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -11174532.000000 Penalty: 5667.671875
	Iteration 15Q: 3 clusters Score -1.117453e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -11175572.000000 Penalty: 5667.671875
	Iteration 16Q: 3 clusters Score -1.117557e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -11176043.000000 Penalty: 5667.671875
	Iteration 17Q: 3 clusters Score -1.117604e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -11176226.000000 Penalty: 5667.671875
	Iteration 18Q: 3 clusters Score -1.117623e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -11176332.000000 Penalty: 5667.671875
	Iteration 19Q: 3 clusters Score -1.117633e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -11176392.000000 Penalty: 5667.671875
	Iteration 20F: 3 clusters Score -1.117639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -11176440.000000 Penalty: 5667.671875
	Iteration 21Q: 3 clusters Score -1.117644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -11176478.000000 Penalty: 5667.671875
	Iteration 22Q: 3 clusters Score -1.117648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -11176512.000000 Penalty: 5667.671875
	Iteration 23Q: 3 clusters Score -1.117651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -11176540.000000 Penalty: 5667.671875
	Iteration 24Q: 3 clusters Score -1.117654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -11176539.000000 Penalty: 5667.671875
	Iteration 25Q: 3 clusters Score -1.117654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -11176545.000000 Penalty: 5667.671875
	Iteration 26Q: 3 clusters Score -1.117654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -11176541.000000 Penalty: 5667.671875
	Iteration 27Q: 3 clusters Score -1.117654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -11176545.000000 Penalty: 5667.671875
	Iteration 28Q: 3 clusters Score -1.117654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -11176552.000000 Penalty: 5667.671875
	Iteration 29Q: 3 clusters Score -1.117655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -11176552.000000 Penalty: 5667.671875
	Iteration 30F: 3 clusters Score -1.117655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (112704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Entering Unmasked Estep 
Score: -13387037.000000 Penalty: 2884.865234
	Iteration 0F: 2 clusters Score -1.338704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -13311829.000000 Penalty: 5769.730469
	Iteration 0F: 3 clusters Score -1.331183e+07 nChanged 53208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -13342250.000000 Penalty: 5769.730469
	Iteration 1F: 3 clusters Score -1.334225e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -13343249.000000 Penalty: 5769.730469
	Iteration 2Q: 3 clusters Score -1.334325e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -13344260.000000 Penalty: 5769.730469
	Iteration 3Q: 3 clusters Score -1.334426e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -13345299.000000 Penalty: 5769.730469
	Iteration 4Q: 3 clusters Score -1.33453e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -13346481.000000 Penalty: 5769.730469
	Iteration 5Q: 3 clusters Score -1.334648e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -13347974.000000 Penalty: 5769.730469
	Iteration 6Q: 3 clusters Score -1.334797e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -13349542.000000 Penalty: 5769.730469
	Iteration 7Q: 3 clusters Score -1.334954e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -13351333.000000 Penalty: 5769.730469
	Iteration 8Q: 3 clusters Score -1.335133e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -13353194.000000 Penalty: 5769.730469
	Iteration 9Q: 3 clusters Score -1.335319e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -13355219.000000 Penalty: 5769.730469
	Iteration 10Q: 3 clusters Score -1.335522e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -13357217.000000 Penalty: 5769.730469
	Iteration 11Q: 3 clusters Score -1.335722e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -13359609.000000 Penalty: 5769.730469
	Iteration 12Q: 3 clusters Score -1.335961e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -13362098.000000 Penalty: 5769.730469
	Iteration 13Q: 3 clusters Score -1.33621e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -13364772.000000 Penalty: 5769.730469
	Iteration 14Q: 3 clusters Score -1.336477e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -13367132.000000 Penalty: 5769.730469
	Iteration 15Q: 3 clusters Score -1.336713e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -13368960.000000 Penalty: 5769.730469
	Iteration 16Q: 3 clusters Score -1.336896e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -13369804.000000 Penalty: 5769.730469
	Iteration 17Q: 3 clusters Score -1.33698e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -13370288.000000 Penalty: 5769.730469
	Iteration 18Q: 3 clusters Score -1.337029e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -13370547.000000 Penalty: 5769.730469
	Iteration 19Q: 3 clusters Score -1.337055e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -13370840.000000 Penalty: 5769.730469
	Iteration 20F: 3 clusters Score -1.337084e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -13371106.000000 Penalty: 5769.730469
	Iteration 21Q: 3 clusters Score -1.337111e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -13371310.000000 Penalty: 5769.730469
	Iteration 22Q: 3 clusters Score -1.337131e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -13371540.000000 Penalty: 5769.730469
	Iteration 23Q: 3 clusters Score -1.337154e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -13371777.000000 Penalty: 5769.730469
	Iteration 24Q: 3 clusters Score -1.337178e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -13372085.000000 Penalty: 5769.730469
	Iteration 25Q: 3 clusters Score -1.337208e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -13372394.000000 Penalty: 5769.730469
	Iteration 26Q: 3 clusters Score -1.337239e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -13372729.000000 Penalty: 5769.730469
	Iteration 27Q: 3 clusters Score -1.337273e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -13372937.000000 Penalty: 5769.730469
	Iteration 28Q: 3 clusters Score -1.337294e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -13373275.000000 Penalty: 5769.730469
	Iteration 29Q: 3 clusters Score -1.337328e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -13373676.000000 Penalty: 5769.730469
	Iteration 30Q: 3 clusters Score -1.337368e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -13374102.000000 Penalty: 5769.730469
	Iteration 31Q: 3 clusters Score -1.33741e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -13374581.000000 Penalty: 5769.730469
	Iteration 32Q: 3 clusters Score -1.337458e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -13374961.000000 Penalty: 5769.730469
	Iteration 33Q: 3 clusters Score -1.337496e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -13375393.000000 Penalty: 5769.730469
	Iteration 34Q: 3 clusters Score -1.337539e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -13375855.000000 Penalty: 5769.730469
	Iteration 35Q: 3 clusters Score -1.337586e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -13376325.000000 Penalty: 5769.730469
	Iteration 36Q: 3 clusters Score -1.337632e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -13376827.000000 Penalty: 5769.730469
	Iteration 37Q: 3 clusters Score -1.337683e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -13377268.000000 Penalty: 5769.730469
	Iteration 38Q: 3 clusters Score -1.337727e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -13377775.000000 Penalty: 5769.730469
	Iteration 39Q: 3 clusters Score -1.337778e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -13378279.000000 Penalty: 5769.730469
	Iteration 40F: 3 clusters Score -1.337828e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -13378907.000000 Penalty: 5769.730469
	Iteration 41Q: 3 clusters Score -1.337891e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -13379434.000000 Penalty: 5769.730469
	Iteration 42Q: 3 clusters Score -1.337943e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -13380017.000000 Penalty: 5769.730469
	Iteration 43Q: 3 clusters Score -1.338002e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -13380368.000000 Penalty: 5769.730469
	Iteration 44Q: 3 clusters Score -1.338037e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -13380822.000000 Penalty: 5769.730469
	Iteration 45Q: 3 clusters Score -1.338082e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -13381385.000000 Penalty: 5769.730469
	Iteration 46Q: 3 clusters Score -1.338138e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -13381887.000000 Penalty: 5769.730469
	Iteration 47Q: 3 clusters Score -1.338189e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -13382401.000000 Penalty: 5769.730469
	Iteration 48Q: 3 clusters Score -1.33824e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -13382731.000000 Penalty: 5769.730469
	Iteration 49Q: 3 clusters Score -1.338273e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -13383031.000000 Penalty: 5769.730469
	Iteration 50Q: 3 clusters Score -1.338303e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -13383307.000000 Penalty: 5769.730469
	Iteration 51Q: 3 clusters Score -1.338331e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -13383604.000000 Penalty: 5769.730469
	Iteration 52Q: 3 clusters Score -1.33836e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -13383815.000000 Penalty: 5769.730469
	Iteration 53Q: 3 clusters Score -1.338382e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -13384014.000000 Penalty: 5769.730469
	Iteration 54Q: 3 clusters Score -1.338401e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -13384207.000000 Penalty: 5769.730469
	Iteration 55Q: 3 clusters Score -1.338421e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -13384395.000000 Penalty: 5769.730469
	Iteration 56Q: 3 clusters Score -1.33844e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -13384513.000000 Penalty: 5769.730469
	Iteration 57Q: 3 clusters Score -1.338451e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -13384629.000000 Penalty: 5769.730469
	Iteration 58Q: 3 clusters Score -1.338463e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 107746 members 
Entering Unmasked Estep 
Score: -13384717.000000 Penalty: 5769.730469
	Iteration 59Q: 3 clusters Score -1.338472e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -13384777.000000 Penalty: 5769.730469
	Iteration 60F: 3 clusters Score -1.338478e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -13384819.000000 Penalty: 5769.730469
	Iteration 61Q: 3 clusters Score -1.338482e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -13384878.000000 Penalty: 5769.730469
	Iteration 62Q: 3 clusters Score -1.338488e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -13384921.000000 Penalty: 5769.730469
	Iteration 63Q: 3 clusters Score -1.338492e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -13384961.000000 Penalty: 5769.730469
	Iteration 64Q: 3 clusters Score -1.338496e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -13385007.000000 Penalty: 5769.730469
	Iteration 65Q: 3 clusters Score -1.338501e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -13385001.000000 Penalty: 5769.730469
	Iteration 66Q: 3 clusters Score -1.3385e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 109238 members 
Entering Unmasked Estep 
Score: -13385078.000000 Penalty: 5769.730469
	Iteration 67Q: 3 clusters Score -1.338508e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -13385080.000000 Penalty: 5769.730469
	Iteration 68Q: 3 clusters Score -1.338508e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -13385090.000000 Penalty: 5769.730469
	Iteration 69Q: 3 clusters Score -1.338509e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -13385114.000000 Penalty: 5769.730469
	Iteration 70Q: 3 clusters Score -1.338511e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 109593 members 
Entering Unmasked Estep 
Score: -13385150.000000 Penalty: 5769.730469
	Iteration 71Q: 3 clusters Score -1.338515e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -13385138.000000 Penalty: 5769.730469
	Iteration 72Q: 3 clusters Score -1.338514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -13385153.000000 Penalty: 5769.730469
	Iteration 73Q: 3 clusters Score -1.338515e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 109778 members 
Entering Unmasked Estep 
Score: -13385150.000000 Penalty: 5769.730469
	Iteration 74Q: 3 clusters Score -1.338515e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -13385181.000000 Penalty: 5769.730469
	Iteration 75Q: 3 clusters Score -1.338518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -13385197.000000 Penalty: 5769.730469
	Iteration 76Q: 3 clusters Score -1.33852e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 109923 members 
Entering Unmasked Estep 
Score: -13385232.000000 Penalty: 5769.730469
	Iteration 77Q: 3 clusters Score -1.338523e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -13385253.000000 Penalty: 5769.730469
	Iteration 78Q: 3 clusters Score -1.338525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -13385255.000000 Penalty: 5769.730469
	Iteration 79Q: 3 clusters Score -1.338526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -13385259.000000 Penalty: 5769.730469
	Iteration 80F: 3 clusters Score -1.338526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -13385270.000000 Penalty: 5769.730469
	Iteration 81Q: 3 clusters Score -1.338527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -13385273.000000 Penalty: 5769.730469
	Iteration 82Q: 3 clusters Score -1.338527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -13385286.000000 Penalty: 5769.730469
	Iteration 83Q: 3 clusters Score -1.338529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -13385287.000000 Penalty: 5769.730469
	Iteration 84Q: 3 clusters Score -1.338529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 110163 members 
Entering Unmasked Estep 
Score: -13385292.000000 Penalty: 5769.730469
	Iteration 85Q: 3 clusters Score -1.338529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -13385299.000000 Penalty: 5769.730469
	Iteration 86Q: 3 clusters Score -1.33853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -13385294.000000 Penalty: 5769.730469
	Iteration 87Q: 3 clusters Score -1.338529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -13385294.000000 Penalty: 5769.730469
	Iteration 88Q: 3 clusters Score -1.338529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -13385279.000000 Penalty: 5769.730469
	Iteration 89Q: 3 clusters Score -1.338528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -13385281.000000 Penalty: 5769.730469
	Iteration 90Q: 3 clusters Score -1.338528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -13385287.000000 Penalty: 5769.730469
	Iteration 91Q: 3 clusters Score -1.338529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -13385291.000000 Penalty: 5769.730469
	Iteration 92Q: 3 clusters Score -1.338529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -13385294.000000 Penalty: 5769.730469
	Iteration 93Q: 3 clusters Score -1.338529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -13385297.000000 Penalty: 5769.730469
	Iteration 94Q: 3 clusters Score -1.33853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -13385299.000000 Penalty: 5769.730469
	Iteration 95Q: 3 clusters Score -1.33853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -13385298.000000 Penalty: 5769.730469
	Iteration 96Q: 3 clusters Score -1.33853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -13385296.000000 Penalty: 5769.730469
	Iteration 97Q: 3 clusters Score -1.33853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 110244 members 
Entering Unmasked Estep 
Score: -13385306.000000 Penalty: 5769.730469
	Iteration 98Q: 3 clusters Score -1.338531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 110244 members 
Entering Unmasked Estep 
Score: -13385306.000000 Penalty: 5769.730469
	Iteration 99F: 3 clusters Score -1.338531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Entering Unmasked Estep 
Score: -4041222.250000 Penalty: 2583.304443
	Iteration 0F: 2 clusters Score -4041222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4018299.500000 Penalty: 5166.608887
	Iteration 0F: 3 clusters Score -4018300 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4026535.750000 Penalty: 5166.608887
	Iteration 1F: 3 clusters Score -4026536 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4026968.250000 Penalty: 5166.608887
	Iteration 2Q: 3 clusters Score -4026968 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4027305.250000 Penalty: 5166.608887
	Iteration 3Q: 3 clusters Score -4027305 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4027687.000000 Penalty: 5166.608887
	Iteration 4Q: 3 clusters Score -4027687 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4028061.000000 Penalty: 5166.608887
	Iteration 5Q: 3 clusters Score -4028061 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -4028521.500000 Penalty: 5166.608887
	Iteration 6Q: 3 clusters Score -4028522 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4029238.250000 Penalty: 5166.608887
	Iteration 7Q: 3 clusters Score -4029238 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4030309.500000 Penalty: 5166.608887
	Iteration 8F: 3 clusters Score -4030310 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -4031857.750000 Penalty: 5166.608887
	Iteration 9F: 3 clusters Score -4031858 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4033858.250000 Penalty: 5166.608887
	Iteration 10F: 3 clusters Score -4033858 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4035820.750000 Penalty: 5166.608887
	Iteration 11F: 3 clusters Score -4035821 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4037296.750000 Penalty: 5166.608887
	Iteration 12Q: 3 clusters Score -4037297 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4038165.500000 Penalty: 5166.608887
	Iteration 13Q: 3 clusters Score -4038166 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4038577.250000 Penalty: 5166.608887
	Iteration 14Q: 3 clusters Score -4038577 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4038759.000000 Penalty: 5166.608887
	Iteration 15Q: 3 clusters Score -4038759 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4038864.250000 Penalty: 5166.608887
	Iteration 16Q: 3 clusters Score -4038864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4038930.500000 Penalty: 5166.608887
	Iteration 17Q: 3 clusters Score -4038930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4038980.000000 Penalty: 5166.608887
	Iteration 18Q: 3 clusters Score -4038980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4039000.250000 Penalty: 5166.608887
	Iteration 19Q: 3 clusters Score -4039000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4039019.750000 Penalty: 5166.608887
	Iteration 20F: 3 clusters Score -4039020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4039035.500000 Penalty: 5166.608887
	Iteration 21Q: 3 clusters Score -4039036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4039051.000000 Penalty: 5166.608887
	Iteration 22Q: 3 clusters Score -4039051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -4039061.500000 Penalty: 5166.608887
	Iteration 23Q: 3 clusters Score -4039062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4039078.250000 Penalty: 5166.608887
	Iteration 24Q: 3 clusters Score -4039078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4039081.750000 Penalty: 5166.608887
	Iteration 25Q: 3 clusters Score -4039082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4039090.000000 Penalty: 5166.608887
	Iteration 26Q: 3 clusters Score -4039090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4039096.000000 Penalty: 5166.608887
	Iteration 27Q: 3 clusters Score -4039096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4039114.250000 Penalty: 5166.608887
	Iteration 28Q: 3 clusters Score -4039114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4039121.250000 Penalty: 5166.608887
	Iteration 29Q: 3 clusters Score -4039121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4039130.250000 Penalty: 5166.608887
	Iteration 30Q: 3 clusters Score -4039130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4039135.750000 Penalty: 5166.608887
	Iteration 31Q: 3 clusters Score -4039136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4039141.250000 Penalty: 5166.608887
	Iteration 32Q: 3 clusters Score -4039141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4039137.000000 Penalty: 5166.608887
	Iteration 33Q: 3 clusters Score -4039137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4039139.750000 Penalty: 5166.608887
	Iteration 34Q: 3 clusters Score -4039140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4039147.250000 Penalty: 5166.608887
	Iteration 35Q: 3 clusters Score -4039147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4039146.750000 Penalty: 5166.608887
	Iteration 36Q: 3 clusters Score -4039147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4039146.750000 Penalty: 5166.608887
	Iteration 37F: 3 clusters Score -4039147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Entering Unmasked Estep 
Score: -4470090.500000 Penalty: 2613.055420
	Iteration 0F: 2 clusters Score -4470090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4444462.500000 Penalty: 5226.110840
	Iteration 0F: 3 clusters Score -4444462 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4454098.000000 Penalty: 5226.110840
	Iteration 1F: 3 clusters Score -4454098 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4454799.000000 Penalty: 5226.110840
	Iteration 2Q: 3 clusters Score -4454799 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4455530.000000 Penalty: 5226.110840
	Iteration 3Q: 3 clusters Score -4455530 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4456401.000000 Penalty: 5226.110840
	Iteration 4Q: 3 clusters Score -4456401 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4457510.000000 Penalty: 5226.110840
	Iteration 5F: 3 clusters Score -4457510 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4458834.500000 Penalty: 5226.110840
	Iteration 6F: 3 clusters Score -4458834 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4460172.500000 Penalty: 5226.110840
	Iteration 7F: 3 clusters Score -4460172 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4461427.000000 Penalty: 5226.110840
	Iteration 8F: 3 clusters Score -4461427 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4462473.500000 Penalty: 5226.110840
	Iteration 9Q: 3 clusters Score -4462474 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4463211.500000 Penalty: 5226.110840
	Iteration 10Q: 3 clusters Score -4463212 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4463701.500000 Penalty: 5226.110840
	Iteration 11Q: 3 clusters Score -4463702 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4464017.500000 Penalty: 5226.110840
	Iteration 12Q: 3 clusters Score -4464018 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4464247.000000 Penalty: 5226.110840
	Iteration 13Q: 3 clusters Score -4464247 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4464410.000000 Penalty: 5226.110840
	Iteration 14Q: 3 clusters Score -4464410 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4464542.500000 Penalty: 5226.110840
	Iteration 15Q: 3 clusters Score -4464542 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4464657.500000 Penalty: 5226.110840
	Iteration 16Q: 3 clusters Score -4464658 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4464759.500000 Penalty: 5226.110840
	Iteration 17Q: 3 clusters Score -4464760 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4464839.500000 Penalty: 5226.110840
	Iteration 18Q: 3 clusters Score -4464840 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4464923.500000 Penalty: 5226.110840
	Iteration 19Q: 3 clusters Score -4464924 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4465026.500000 Penalty: 5226.110840
	Iteration 20F: 3 clusters Score -4465026 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4465118.500000 Penalty: 5226.110840
	Iteration 21Q: 3 clusters Score -4465118 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -4465226.500000 Penalty: 5226.110840
	Iteration 22Q: 3 clusters Score -4465226 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -4465361.500000 Penalty: 5226.110840
	Iteration 23Q: 3 clusters Score -4465362 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4465521.000000 Penalty: 5226.110840
	Iteration 24Q: 3 clusters Score -4465521 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -4465667.500000 Penalty: 5226.110840
	Iteration 25Q: 3 clusters Score -4465668 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -4465873.000000 Penalty: 5226.110840
	Iteration 26Q: 3 clusters Score -4465873 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4466081.500000 Penalty: 5226.110840
	Iteration 27Q: 3 clusters Score -4466082 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4466357.000000 Penalty: 5226.110840
	Iteration 28Q: 3 clusters Score -4466357 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4466661.000000 Penalty: 5226.110840
	Iteration 29Q: 3 clusters Score -4466661 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4466947.500000 Penalty: 5226.110840
	Iteration 30Q: 3 clusters Score -4466948 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4467195.000000 Penalty: 5226.110840
	Iteration 31Q: 3 clusters Score -4467195 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4467319.000000 Penalty: 5226.110840
	Iteration 32Q: 3 clusters Score -4467319 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4467405.500000 Penalty: 5226.110840
	Iteration 33Q: 3 clusters Score -4467406 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4467451.000000 Penalty: 5226.110840
	Iteration 34Q: 3 clusters Score -4467451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4467482.000000 Penalty: 5226.110840
	Iteration 35Q: 3 clusters Score -4467482 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4467488.500000 Penalty: 5226.110840
	Iteration 36Q: 3 clusters Score -4467488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4467509.000000 Penalty: 5226.110840
	Iteration 37Q: 3 clusters Score -4467509 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4467528.000000 Penalty: 5226.110840
	Iteration 38Q: 3 clusters Score -4467528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4467541.500000 Penalty: 5226.110840
	Iteration 39Q: 3 clusters Score -4467542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4467561.000000 Penalty: 5226.110840
	Iteration 40F: 3 clusters Score -4467561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4467564.500000 Penalty: 5226.110840
	Iteration 41Q: 3 clusters Score -4467564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4467576.500000 Penalty: 5226.110840
	Iteration 42Q: 3 clusters Score -4467576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4467581.000000 Penalty: 5226.110840
	Iteration 43Q: 3 clusters Score -4467581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4467600.000000 Penalty: 5226.110840
	Iteration 44Q: 3 clusters Score -4467600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4467597.000000 Penalty: 5226.110840
	Iteration 45Q: 3 clusters Score -4467597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4467608.000000 Penalty: 5226.110840
	Iteration 46Q: 3 clusters Score -4467608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -4467609.500000 Penalty: 5226.110840
	Iteration 47Q: 3 clusters Score -4467610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4467611.500000 Penalty: 5226.110840
	Iteration 48Q: 3 clusters Score -4467612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4467612.500000 Penalty: 5226.110840
	Iteration 49Q: 3 clusters Score -4467612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4467623.000000 Penalty: 5226.110840
	Iteration 50Q: 3 clusters Score -4467623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4467631.500000 Penalty: 5226.110840
	Iteration 51Q: 3 clusters Score -4467632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4467636.500000 Penalty: 5226.110840
	Iteration 52Q: 3 clusters Score -4467636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4467637.000000 Penalty: 5226.110840
	Iteration 53Q: 3 clusters Score -4467637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4467638.500000 Penalty: 5226.110840
	Iteration 54Q: 3 clusters Score -4467638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4467643.000000 Penalty: 5226.110840
	Iteration 55Q: 3 clusters Score -4467643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4467652.500000 Penalty: 5226.110840
	Iteration 56Q: 3 clusters Score -4467652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4467653.500000 Penalty: 5226.110840
	Iteration 57Q: 3 clusters Score -4467654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4467656.500000 Penalty: 5226.110840
	Iteration 58Q: 3 clusters Score -4467656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4467654.000000 Penalty: 5226.110840
	Iteration 59Q: 3 clusters Score -4467654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4467654.000000 Penalty: 5226.110840
	Iteration 60F: 3 clusters Score -4467654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4467654.000000 Penalty: 5226.110840
	Iteration 61Q: 3 clusters Score -4467654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4467660.000000 Penalty: 5226.110840
	Iteration 62Q: 3 clusters Score -4467660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4467663.500000 Penalty: 5226.110840
	Iteration 63Q: 3 clusters Score -4467664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4467657.500000 Penalty: 5226.110840
	Iteration 64Q: 3 clusters Score -4467658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4467662.000000 Penalty: 5226.110840
	Iteration 65Q: 3 clusters Score -4467662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4467655.500000 Penalty: 5226.110840
	Iteration 66Q: 3 clusters Score -4467656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4467666.000000 Penalty: 5226.110840
	Iteration 67Q: 3 clusters Score -4467666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4467665.500000 Penalty: 5226.110840
	Iteration 68Q: 3 clusters Score -4467666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4467670.000000 Penalty: 5226.110840
	Iteration 69Q: 3 clusters Score -4467670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4467674.500000 Penalty: 5226.110840
	Iteration 70Q: 3 clusters Score -4467674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4467675.500000 Penalty: 5226.110840
	Iteration 71Q: 3 clusters Score -4467676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4467673.000000 Penalty: 5226.110840
	Iteration 72Q: 3 clusters Score -4467673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4467675.500000 Penalty: 5226.110840
	Iteration 73Q: 3 clusters Score -4467676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4467675.500000 Penalty: 5226.110840
	Iteration 74F: 3 clusters Score -4467676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Entering Unmasked Estep 
Score: -1548417.250000 Penalty: 2364.991699
	Iteration 0F: 2 clusters Score -1548417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1538326.125000 Penalty: 4729.983398
	Iteration 0F: 3 clusters Score -1538326 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1541742.000000 Penalty: 4729.983398
	Iteration 1F: 3 clusters Score -1541742 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1542228.250000 Penalty: 4729.983398
	Iteration 2F: 3 clusters Score -1542228 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1542690.750000 Penalty: 4729.983398
	Iteration 3F: 3 clusters Score -1542691 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1543104.250000 Penalty: 4729.983398
	Iteration 4F: 3 clusters Score -1543104 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1543485.250000 Penalty: 4729.983398
	Iteration 5Q: 3 clusters Score -1543485 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1543796.875000 Penalty: 4729.983398
	Iteration 6Q: 3 clusters Score -1543797 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1544083.875000 Penalty: 4729.983398
	Iteration 7Q: 3 clusters Score -1544084 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1544348.875000 Penalty: 4729.983398
	Iteration 8Q: 3 clusters Score -1544349 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1544545.500000 Penalty: 4729.983398
	Iteration 9Q: 3 clusters Score -1544546 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1544696.500000 Penalty: 4729.983398
	Iteration 10Q: 3 clusters Score -1544696 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1544819.375000 Penalty: 4729.983398
	Iteration 11Q: 3 clusters Score -1544819 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1544929.250000 Penalty: 4729.983398
	Iteration 12Q: 3 clusters Score -1544929 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1545045.750000 Penalty: 4729.983398
	Iteration 13Q: 3 clusters Score -1545046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1545124.125000 Penalty: 4729.983398
	Iteration 14Q: 3 clusters Score -1545124 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1545183.000000 Penalty: 4729.983398
	Iteration 15Q: 3 clusters Score -1545183 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1545254.375000 Penalty: 4729.983398
	Iteration 16Q: 3 clusters Score -1545254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1545306.875000 Penalty: 4729.983398
	Iteration 17Q: 3 clusters Score -1545307 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1545363.125000 Penalty: 4729.983398
	Iteration 18Q: 3 clusters Score -1545363 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1545414.750000 Penalty: 4729.983398
	Iteration 19Q: 3 clusters Score -1545415 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1545463.625000 Penalty: 4729.983398
	Iteration 20F: 3 clusters Score -1545464 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1545500.875000 Penalty: 4729.983398
	Iteration 21Q: 3 clusters Score -1545501 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1545547.750000 Penalty: 4729.983398
	Iteration 22Q: 3 clusters Score -1545548 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1545594.750000 Penalty: 4729.983398
	Iteration 23Q: 3 clusters Score -1545595 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1545649.250000 Penalty: 4729.983398
	Iteration 24Q: 3 clusters Score -1545649 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1545713.875000 Penalty: 4729.983398
	Iteration 25Q: 3 clusters Score -1545714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1545775.875000 Penalty: 4729.983398
	Iteration 26Q: 3 clusters Score -1545776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1545820.375000 Penalty: 4729.983398
	Iteration 27Q: 3 clusters Score -1545820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1545877.125000 Penalty: 4729.983398
	Iteration 28Q: 3 clusters Score -1545877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1545910.250000 Penalty: 4729.983398
	Iteration 29Q: 3 clusters Score -1545910 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1545943.375000 Penalty: 4729.983398
	Iteration 30Q: 3 clusters Score -1545943 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1545986.875000 Penalty: 4729.983398
	Iteration 31Q: 3 clusters Score -1545987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1546030.750000 Penalty: 4729.983398
	Iteration 32Q: 3 clusters Score -1546031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1546073.625000 Penalty: 4729.983398
	Iteration 33Q: 3 clusters Score -1546074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1546106.875000 Penalty: 4729.983398
	Iteration 34Q: 3 clusters Score -1546107 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1546137.750000 Penalty: 4729.983398
	Iteration 35Q: 3 clusters Score -1546138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1546166.500000 Penalty: 4729.983398
	Iteration 36Q: 3 clusters Score -1546166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1546194.500000 Penalty: 4729.983398
	Iteration 37Q: 3 clusters Score -1546194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1546223.375000 Penalty: 4729.983398
	Iteration 38Q: 3 clusters Score -1546223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1546244.625000 Penalty: 4729.983398
	Iteration 39Q: 3 clusters Score -1546245 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1546268.875000 Penalty: 4729.983398
	Iteration 40F: 3 clusters Score -1546269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1546293.375000 Penalty: 4729.983398
	Iteration 41Q: 3 clusters Score -1546293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1546316.625000 Penalty: 4729.983398
	Iteration 42Q: 3 clusters Score -1546317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1546342.250000 Penalty: 4729.983398
	Iteration 43Q: 3 clusters Score -1546342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1546364.250000 Penalty: 4729.983398
	Iteration 44Q: 3 clusters Score -1546364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1546386.000000 Penalty: 4729.983398
	Iteration 45Q: 3 clusters Score -1546386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1546405.625000 Penalty: 4729.983398
	Iteration 46Q: 3 clusters Score -1546406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1546429.875000 Penalty: 4729.983398
	Iteration 47Q: 3 clusters Score -1546430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1546444.125000 Penalty: 4729.983398
	Iteration 48Q: 3 clusters Score -1546444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1546466.250000 Penalty: 4729.983398
	Iteration 49Q: 3 clusters Score -1546466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1546495.875000 Penalty: 4729.983398
	Iteration 50Q: 3 clusters Score -1546496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1546508.125000 Penalty: 4729.983398
	Iteration 51Q: 3 clusters Score -1546508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1546525.250000 Penalty: 4729.983398
	Iteration 52Q: 3 clusters Score -1546525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1546533.875000 Penalty: 4729.983398
	Iteration 53Q: 3 clusters Score -1546534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1546538.875000 Penalty: 4729.983398
	Iteration 54Q: 3 clusters Score -1546539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1546547.625000 Penalty: 4729.983398
	Iteration 55Q: 3 clusters Score -1546548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1546548.500000 Penalty: 4729.983398
	Iteration 56Q: 3 clusters Score -1546548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1546548.875000 Penalty: 4729.983398
	Iteration 57Q: 3 clusters Score -1546549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1546552.125000 Penalty: 4729.983398
	Iteration 58Q: 3 clusters Score -1546552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1546557.125000 Penalty: 4729.983398
	Iteration 59Q: 3 clusters Score -1546557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1546563.625000 Penalty: 4729.983398
	Iteration 60F: 3 clusters Score -1546564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1546573.625000 Penalty: 4729.983398
	Iteration 61Q: 3 clusters Score -1546574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1546580.375000 Penalty: 4729.983398
	Iteration 62Q: 3 clusters Score -1546580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1546593.875000 Penalty: 4729.983398
	Iteration 63Q: 3 clusters Score -1546594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1546609.500000 Penalty: 4729.983398
	Iteration 64Q: 3 clusters Score -1546610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1546612.875000 Penalty: 4729.983398
	Iteration 65Q: 3 clusters Score -1546613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1546617.625000 Penalty: 4729.983398
	Iteration 66Q: 3 clusters Score -1546618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1546621.375000 Penalty: 4729.983398
	Iteration 67Q: 3 clusters Score -1546621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1546626.750000 Penalty: 4729.983398
	Iteration 68Q: 3 clusters Score -1546627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1546633.375000 Penalty: 4729.983398
	Iteration 69Q: 3 clusters Score -1546633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1546637.000000 Penalty: 4729.983398
	Iteration 70Q: 3 clusters Score -1546637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1546637.625000 Penalty: 4729.983398
	Iteration 71Q: 3 clusters Score -1546638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1546643.125000 Penalty: 4729.983398
	Iteration 72Q: 3 clusters Score -1546643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1546644.750000 Penalty: 4729.983398
	Iteration 73Q: 3 clusters Score -1546645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1546646.500000 Penalty: 4729.983398
	Iteration 74Q: 3 clusters Score -1546646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1546647.250000 Penalty: 4729.983398
	Iteration 75Q: 3 clusters Score -1546647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1546649.625000 Penalty: 4729.983398
	Iteration 76Q: 3 clusters Score -1546650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1546648.250000 Penalty: 4729.983398
	Iteration 77Q: 3 clusters Score -1546648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1546650.000000 Penalty: 4729.983398
	Iteration 78Q: 3 clusters Score -1546650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1546649.750000 Penalty: 4729.983398
	Iteration 79Q: 3 clusters Score -1546650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1546648.875000 Penalty: 4729.983398
	Iteration 80F: 3 clusters Score -1546649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1546650.750000 Penalty: 4729.983398
	Iteration 81Q: 3 clusters Score -1546651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1546652.250000 Penalty: 4729.983398
	Iteration 82Q: 3 clusters Score -1546652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1546653.625000 Penalty: 4729.983398
	Iteration 83Q: 3 clusters Score -1546654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1546656.125000 Penalty: 4729.983398
	Iteration 84Q: 3 clusters Score -1546656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1546657.250000 Penalty: 4729.983398
	Iteration 85Q: 3 clusters Score -1546657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1546656.875000 Penalty: 4729.983398
	Iteration 86Q: 3 clusters Score -1546657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1546655.375000 Penalty: 4729.983398
	Iteration 87Q: 3 clusters Score -1546655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1546656.000000 Penalty: 4729.983398
	Iteration 88Q: 3 clusters Score -1546656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1546656.000000 Penalty: 4729.983398
	Iteration 89F: 3 clusters Score -1546656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Entering Unmasked Estep 
Score: -967525.375000 Penalty: 2244.529785
	Iteration 0F: 2 clusters Score -967525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -960836.000000 Penalty: 4489.059570
	Iteration 0F: 3 clusters Score -960836 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -962690.562500 Penalty: 4489.059570
	Iteration 1F: 3 clusters Score -962690.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -962963.375000 Penalty: 4489.059570
	Iteration 2F: 3 clusters Score -962963.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -963134.000000 Penalty: 4489.059570
	Iteration 3Q: 3 clusters Score -963134 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -963268.187500 Penalty: 4489.059570
	Iteration 4Q: 3 clusters Score -963268.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -963415.375000 Penalty: 4489.059570
	Iteration 5Q: 3 clusters Score -963415.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -963578.812500 Penalty: 4489.059570
	Iteration 6Q: 3 clusters Score -963578.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -963782.687500 Penalty: 4489.059570
	Iteration 7Q: 3 clusters Score -963782.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -964012.312500 Penalty: 4489.059570
	Iteration 8Q: 3 clusters Score -964012.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -964294.500000 Penalty: 4489.059570
	Iteration 9Q: 3 clusters Score -964294.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -964634.375000 Penalty: 4489.059570
	Iteration 10Q: 3 clusters Score -964634.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -965000.000000 Penalty: 4489.059570
	Iteration 11Q: 3 clusters Score -965000 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -965312.750000 Penalty: 4489.059570
	Iteration 12Q: 3 clusters Score -965312.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -965571.750000 Penalty: 4489.059570
	Iteration 13Q: 3 clusters Score -965571.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -965815.687500 Penalty: 4489.059570
	Iteration 14Q: 3 clusters Score -965815.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -965996.187500 Penalty: 4489.059570
	Iteration 15Q: 3 clusters Score -965996.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -966122.437500 Penalty: 4489.059570
	Iteration 16Q: 3 clusters Score -966122.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -966216.187500 Penalty: 4489.059570
	Iteration 17Q: 3 clusters Score -966216.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -966285.812500 Penalty: 4489.059570
	Iteration 18Q: 3 clusters Score -966285.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -966338.125000 Penalty: 4489.059570
	Iteration 19Q: 3 clusters Score -966338.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -966375.562500 Penalty: 4489.059570
	Iteration 20F: 3 clusters Score -966375.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -966408.625000 Penalty: 4489.059570
	Iteration 21Q: 3 clusters Score -966408.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -966442.437500 Penalty: 4489.059570
	Iteration 22Q: 3 clusters Score -966442.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -966484.562500 Penalty: 4489.059570
	Iteration 23Q: 3 clusters Score -966484.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -966513.250000 Penalty: 4489.059570
	Iteration 24Q: 3 clusters Score -966513.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -966532.312500 Penalty: 4489.059570
	Iteration 25Q: 3 clusters Score -966532.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -966544.875000 Penalty: 4489.059570
	Iteration 26Q: 3 clusters Score -966544.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -966554.125000 Penalty: 4489.059570
	Iteration 27Q: 3 clusters Score -966554.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -966558.062500 Penalty: 4489.059570
	Iteration 28Q: 3 clusters Score -966558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -966561.812500 Penalty: 4489.059570
	Iteration 29Q: 3 clusters Score -966561.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -966565.562500 Penalty: 4489.059570
	Iteration 30Q: 3 clusters Score -966565.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -966567.437500 Penalty: 4489.059570
	Iteration 31Q: 3 clusters Score -966567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -966569.250000 Penalty: 4489.059570
	Iteration 32Q: 3 clusters Score -966569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -966570.437500 Penalty: 4489.059570
	Iteration 33Q: 3 clusters Score -966570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -966570.687500 Penalty: 4489.059570
	Iteration 34Q: 3 clusters Score -966570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -966570.687500 Penalty: 4489.059570
	Iteration 35F: 3 clusters Score -966570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Entering Unmasked Estep 
Score: -1613013.250000 Penalty: 2369.971924
	Iteration 0F: 2 clusters Score -1613013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1602788.625000 Penalty: 4739.943848
	Iteration 0F: 3 clusters Score -1602789 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1606193.125000 Penalty: 4739.943848
	Iteration 1F: 3 clusters Score -1606193 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1606616.625000 Penalty: 4739.943848
	Iteration 2F: 3 clusters Score -1606617 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1606955.625000 Penalty: 4739.943848
	Iteration 3F: 3 clusters Score -1606956 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1607323.500000 Penalty: 4739.943848
	Iteration 4Q: 3 clusters Score -1607324 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1607731.625000 Penalty: 4739.943848
	Iteration 5F: 3 clusters Score -1607732 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1608218.625000 Penalty: 4739.943848
	Iteration 6F: 3 clusters Score -1608219 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1608838.375000 Penalty: 4739.943848
	Iteration 7F: 3 clusters Score -1608838 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1609416.000000 Penalty: 4739.943848
	Iteration 8F: 3 clusters Score -1609416 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1609923.625000 Penalty: 4739.943848
	Iteration 9Q: 3 clusters Score -1609924 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1610303.125000 Penalty: 4739.943848
	Iteration 10Q: 3 clusters Score -1610303 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1610595.750000 Penalty: 4739.943848
	Iteration 11Q: 3 clusters Score -1610596 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1610797.750000 Penalty: 4739.943848
	Iteration 12Q: 3 clusters Score -1610798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1610931.625000 Penalty: 4739.943848
	Iteration 13Q: 3 clusters Score -1610932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1611008.875000 Penalty: 4739.943848
	Iteration 14Q: 3 clusters Score -1611009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1611053.875000 Penalty: 4739.943848
	Iteration 15Q: 3 clusters Score -1611054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1611085.875000 Penalty: 4739.943848
	Iteration 16Q: 3 clusters Score -1611086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1611108.875000 Penalty: 4739.943848
	Iteration 17Q: 3 clusters Score -1611109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1611124.500000 Penalty: 4739.943848
	Iteration 18Q: 3 clusters Score -1611124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1611139.750000 Penalty: 4739.943848
	Iteration 19Q: 3 clusters Score -1611140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1611150.000000 Penalty: 4739.943848
	Iteration 20F: 3 clusters Score -1611150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1611153.000000 Penalty: 4739.943848
	Iteration 21Q: 3 clusters Score -1611153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1611158.125000 Penalty: 4739.943848
	Iteration 22Q: 3 clusters Score -1611158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1611162.875000 Penalty: 4739.943848
	Iteration 23Q: 3 clusters Score -1611163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1611162.625000 Penalty: 4739.943848
	Iteration 24Q: 3 clusters Score -1611163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1611168.125000 Penalty: 4739.943848
	Iteration 25Q: 3 clusters Score -1611168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1611167.875000 Penalty: 4739.943848
	Iteration 26Q: 3 clusters Score -1611168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1611165.500000 Penalty: 4739.943848
	Iteration 27Q: 3 clusters Score -1611166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1611165.500000 Penalty: 4739.943848
	Iteration 28F: 3 clusters Score -1611166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Entering Unmasked Estep 
Score: -1978554.625000 Penalty: 2427.568359
	Iteration 0F: 2 clusters Score -1978555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1965924.250000 Penalty: 4855.136719
	Iteration 0F: 3 clusters Score -1965924 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1970223.000000 Penalty: 4855.136719
	Iteration 1F: 3 clusters Score -1970223 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1970824.625000 Penalty: 4855.136719
	Iteration 2F: 3 clusters Score -1970825 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1971470.625000 Penalty: 4855.136719
	Iteration 3F: 3 clusters Score -1971471 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1972236.500000 Penalty: 4855.136719
	Iteration 4F: 3 clusters Score -1972236 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1973117.875000 Penalty: 4855.136719
	Iteration 5F: 3 clusters Score -1973118 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1973953.250000 Penalty: 4855.136719
	Iteration 6F: 3 clusters Score -1973953 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1974603.250000 Penalty: 4855.136719
	Iteration 7F: 3 clusters Score -1974603 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1975059.875000 Penalty: 4855.136719
	Iteration 8Q: 3 clusters Score -1975060 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1975383.625000 Penalty: 4855.136719
	Iteration 9Q: 3 clusters Score -1975384 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1975590.250000 Penalty: 4855.136719
	Iteration 10Q: 3 clusters Score -1975590 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1975756.125000 Penalty: 4855.136719
	Iteration 11Q: 3 clusters Score -1975756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1975904.375000 Penalty: 4855.136719
	Iteration 12Q: 3 clusters Score -1975904 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1976068.375000 Penalty: 4855.136719
	Iteration 13Q: 3 clusters Score -1976068 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1976275.375000 Penalty: 4855.136719
	Iteration 14Q: 3 clusters Score -1976275 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1976504.875000 Penalty: 4855.136719
	Iteration 15Q: 3 clusters Score -1976505 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1976813.250000 Penalty: 4855.136719
	Iteration 16Q: 3 clusters Score -1976813 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1977119.625000 Penalty: 4855.136719
	Iteration 17Q: 3 clusters Score -1977120 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1977364.875000 Penalty: 4855.136719
	Iteration 18Q: 3 clusters Score -1977365 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1977538.375000 Penalty: 4855.136719
	Iteration 19Q: 3 clusters Score -1977538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1977661.250000 Penalty: 4855.136719
	Iteration 20F: 3 clusters Score -1977661 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1977768.875000 Penalty: 4855.136719
	Iteration 21Q: 3 clusters Score -1977769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1977863.875000 Penalty: 4855.136719
	Iteration 22Q: 3 clusters Score -1977864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1977916.250000 Penalty: 4855.136719
	Iteration 23Q: 3 clusters Score -1977916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1977959.250000 Penalty: 4855.136719
	Iteration 24Q: 3 clusters Score -1977959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1977988.250000 Penalty: 4855.136719
	Iteration 25Q: 3 clusters Score -1977988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1977998.875000 Penalty: 4855.136719
	Iteration 26Q: 3 clusters Score -1977999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1978008.625000 Penalty: 4855.136719
	Iteration 27Q: 3 clusters Score -1978009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1978015.875000 Penalty: 4855.136719
	Iteration 28Q: 3 clusters Score -1978016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1978021.875000 Penalty: 4855.136719
	Iteration 29Q: 3 clusters Score -1978022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1978029.500000 Penalty: 4855.136719
	Iteration 30Q: 3 clusters Score -1978030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1978037.375000 Penalty: 4855.136719
	Iteration 31Q: 3 clusters Score -1978037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1978042.125000 Penalty: 4855.136719
	Iteration 32Q: 3 clusters Score -1978042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1978050.750000 Penalty: 4855.136719
	Iteration 33Q: 3 clusters Score -1978051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1978059.125000 Penalty: 4855.136719
	Iteration 34Q: 3 clusters Score -1978059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1978074.375000 Penalty: 4855.136719
	Iteration 35Q: 3 clusters Score -1978074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1978079.250000 Penalty: 4855.136719
	Iteration 36Q: 3 clusters Score -1978079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1978083.000000 Penalty: 4855.136719
	Iteration 37Q: 3 clusters Score -1978083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1978084.250000 Penalty: 4855.136719
	Iteration 38Q: 3 clusters Score -1978084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1978081.750000 Penalty: 4855.136719
	Iteration 39Q: 3 clusters Score -1978082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1978081.750000 Penalty: 4855.136719
	Iteration 40F: 3 clusters Score -1978082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1978082.625000 Penalty: 4855.136719
	Iteration 41Q: 3 clusters Score -1978083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1978087.375000 Penalty: 4855.136719
	Iteration 42Q: 3 clusters Score -1978087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1978087.875000 Penalty: 4855.136719
	Iteration 43Q: 3 clusters Score -1978088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1978087.875000 Penalty: 4855.136719
	Iteration 44F: 3 clusters Score -1978088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -952416.375000 Penalty: 2229.010742
	Iteration 0F: 2 clusters Score -952416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -945974.625000 Penalty: 4458.021484
	Iteration 0F: 3 clusters Score -945974.6 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -947735.000000 Penalty: 4458.021484
	Iteration 1F: 3 clusters Score -947735 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -948067.125000 Penalty: 4458.021484
	Iteration 2F: 3 clusters Score -948067.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -948326.812500 Penalty: 4458.021484
	Iteration 3F: 3 clusters Score -948326.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -948591.250000 Penalty: 4458.021484
	Iteration 4F: 3 clusters Score -948591.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -948866.687500 Penalty: 4458.021484
	Iteration 5F: 3 clusters Score -948866.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -949172.187500 Penalty: 4458.021484
	Iteration 6F: 3 clusters Score -949172.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -949478.625000 Penalty: 4458.021484
	Iteration 7F: 3 clusters Score -949478.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -949787.125000 Penalty: 4458.021484
	Iteration 8F: 3 clusters Score -949787.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -950033.312500 Penalty: 4458.021484
	Iteration 9Q: 3 clusters Score -950033.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -950207.812500 Penalty: 4458.021484
	Iteration 10Q: 3 clusters Score -950207.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -950325.250000 Penalty: 4458.021484
	Iteration 11Q: 3 clusters Score -950325.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -950407.750000 Penalty: 4458.021484
	Iteration 12Q: 3 clusters Score -950407.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -950468.812500 Penalty: 4458.021484
	Iteration 13Q: 3 clusters Score -950468.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -950512.187500 Penalty: 4458.021484
	Iteration 14Q: 3 clusters Score -950512.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -950539.437500 Penalty: 4458.021484
	Iteration 15Q: 3 clusters Score -950539.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -950562.312500 Penalty: 4458.021484
	Iteration 16Q: 3 clusters Score -950562.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -950580.875000 Penalty: 4458.021484
	Iteration 17Q: 3 clusters Score -950580.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -950591.062500 Penalty: 4458.021484
	Iteration 18Q: 3 clusters Score -950591.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -950601.062500 Penalty: 4458.021484
	Iteration 19Q: 3 clusters Score -950601.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -950611.812500 Penalty: 4458.021484
	Iteration 20F: 3 clusters Score -950611.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -950624.000000 Penalty: 4458.021484
	Iteration 21Q: 3 clusters Score -950624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -950638.187500 Penalty: 4458.021484
	Iteration 22Q: 3 clusters Score -950638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -950641.875000 Penalty: 4458.021484
	Iteration 23Q: 3 clusters Score -950641.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -950649.625000 Penalty: 4458.021484
	Iteration 24Q: 3 clusters Score -950649.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -950658.625000 Penalty: 4458.021484
	Iteration 25Q: 3 clusters Score -950658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -950662.250000 Penalty: 4458.021484
	Iteration 26Q: 3 clusters Score -950662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -950667.187500 Penalty: 4458.021484
	Iteration 27Q: 3 clusters Score -950667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -950671.375000 Penalty: 4458.021484
	Iteration 28Q: 3 clusters Score -950671.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -950679.812500 Penalty: 4458.021484
	Iteration 29Q: 3 clusters Score -950679.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -950683.062500 Penalty: 4458.021484
	Iteration 30Q: 3 clusters Score -950683.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -950684.437500 Penalty: 4458.021484
	Iteration 31Q: 3 clusters Score -950684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -950687.375000 Penalty: 4458.021484
	Iteration 32Q: 3 clusters Score -950687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -950688.500000 Penalty: 4458.021484
	Iteration 33Q: 3 clusters Score -950688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -950688.000000 Penalty: 4458.021484
	Iteration 34Q: 3 clusters Score -950688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -950688.250000 Penalty: 4458.021484
	Iteration 35Q: 3 clusters Score -950688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -950690.687500 Penalty: 4458.021484
	Iteration 36Q: 3 clusters Score -950690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -950690.687500 Penalty: 4458.021484
	Iteration 37F: 3 clusters Score -950690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -67880.093750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -67880.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66320.015625 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -66320.02 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66480.484375 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -66480.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66547.015625 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -66547.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66578.125000 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -66578.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66595.476562 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -66595.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66605.304688 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -66605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66611.257812 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -66611.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66613.921875 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -66613.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66613.921875 Penalty: 3175.350830
	Iteration 8F: 3 clusters Score -66613.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (128849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128849 members 
Entering Unmasked Estep 
Score: -15460663.000000 Penalty: 2918.066406
	Iteration 0F: 2 clusters Score -1.546066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -15374277.000000 Penalty: 5836.132812
	Iteration 0F: 3 clusters Score -1.537428e+07 nChanged 61458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -15410309.000000 Penalty: 5836.132812
	Iteration 1F: 3 clusters Score -1.541031e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -15411400.000000 Penalty: 5836.132812
	Iteration 2Q: 3 clusters Score -1.54114e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -15412745.000000 Penalty: 5836.132812
	Iteration 3Q: 3 clusters Score -1.541274e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -15414351.000000 Penalty: 5836.132812
	Iteration 4Q: 3 clusters Score -1.541435e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -15416363.000000 Penalty: 5836.132812
	Iteration 5Q: 3 clusters Score -1.541636e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -15419171.000000 Penalty: 5836.132812
	Iteration 6Q: 3 clusters Score -1.541917e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -15423411.000000 Penalty: 5836.132812
	Iteration 7F: 3 clusters Score -1.542341e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -15429099.000000 Penalty: 5836.132812
	Iteration 8F: 3 clusters Score -1.54291e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -15435714.000000 Penalty: 5836.132812
	Iteration 9F: 3 clusters Score -1.543571e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -15440980.000000 Penalty: 5836.132812
	Iteration 10F: 3 clusters Score -1.544098e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 103229 members 
Entering Unmasked Estep 
Score: -15444425.000000 Penalty: 5836.132812
	Iteration 11Q: 3 clusters Score -1.544442e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
Score: -15446610.000000 Penalty: 5836.132812
	Iteration 12Q: 3 clusters Score -1.544661e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -15448295.000000 Penalty: 5836.132812
	Iteration 13Q: 3 clusters Score -1.54483e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -15449904.000000 Penalty: 5836.132812
	Iteration 14Q: 3 clusters Score -1.54499e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -15451326.000000 Penalty: 5836.132812
	Iteration 15Q: 3 clusters Score -1.545133e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -15452479.000000 Penalty: 5836.132812
	Iteration 16Q: 3 clusters Score -1.545248e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 119142 members 
Entering Unmasked Estep 
Score: -15453571.000000 Penalty: 5836.132812
	Iteration 17Q: 3 clusters Score -1.545357e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 120885 members 
Entering Unmasked Estep 
Score: -15454669.000000 Penalty: 5836.132812
	Iteration 18Q: 3 clusters Score -1.545467e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 122360 members 
Entering Unmasked Estep 
Score: -15455587.000000 Penalty: 5836.132812
	Iteration 19Q: 3 clusters Score -1.545559e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -15456435.000000 Penalty: 5836.132812
	Iteration 20F: 3 clusters Score -1.545644e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 124621 members 
Entering Unmasked Estep 
Score: -15457064.000000 Penalty: 5836.132812
	Iteration 21Q: 3 clusters Score -1.545706e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -15457437.000000 Penalty: 5836.132812
	Iteration 22Q: 3 clusters Score -1.545744e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -15457762.000000 Penalty: 5836.132812
	Iteration 23Q: 3 clusters Score -1.545776e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -15458031.000000 Penalty: 5836.132812
	Iteration 24Q: 3 clusters Score -1.545803e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 126828 members 
Entering Unmasked Estep 
Score: -15458187.000000 Penalty: 5836.132812
	Iteration 25Q: 3 clusters Score -1.545819e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -15458328.000000 Penalty: 5836.132812
	Iteration 26Q: 3 clusters Score -1.545833e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -15458402.000000 Penalty: 5836.132812
	Iteration 27Q: 3 clusters Score -1.54584e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -15458479.000000 Penalty: 5836.132812
	Iteration 28Q: 3 clusters Score -1.545848e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 127447 members 
Entering Unmasked Estep 
Score: -15458516.000000 Penalty: 5836.132812
	Iteration 29Q: 3 clusters Score -1.545852e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -15458528.000000 Penalty: 5836.132812
	Iteration 30Q: 3 clusters Score -1.545853e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 127535 members 
Entering Unmasked Estep 
Score: -15458532.000000 Penalty: 5836.132812
	Iteration 31Q: 3 clusters Score -1.545853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -15458519.000000 Penalty: 5836.132812
	Iteration 32Q: 3 clusters Score -1.545852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -15458529.000000 Penalty: 5836.132812
	Iteration 33Q: 3 clusters Score -1.545853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
Score: -15458527.000000 Penalty: 5836.132812
	Iteration 34Q: 3 clusters Score -1.545853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -15458527.000000 Penalty: 5836.132812
	Iteration 35Q: 3 clusters Score -1.545853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -15458548.000000 Penalty: 5836.132812
	Iteration 36Q: 3 clusters Score -1.545855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 127605 members 
Entering Unmasked Estep 
Score: -15458563.000000 Penalty: 5836.132812
	Iteration 37Q: 3 clusters Score -1.545856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 127607 members 
Entering Unmasked Estep 
Score: -15458549.000000 Penalty: 5836.132812
	Iteration 38Q: 3 clusters Score -1.545855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 127611 members 
Entering Unmasked Estep 
Score: -15458552.000000 Penalty: 5836.132812
	Iteration 39Q: 3 clusters Score -1.545855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -15458562.000000 Penalty: 5836.132812
	Iteration 40F: 3 clusters Score -1.545856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -15458558.000000 Penalty: 5836.132812
	Iteration 41Q: 3 clusters Score -1.545856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -15458570.000000 Penalty: 5836.132812
	Iteration 42Q: 3 clusters Score -1.545857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -15458568.000000 Penalty: 5836.132812
	Iteration 43Q: 3 clusters Score -1.545857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -15458576.000000 Penalty: 5836.132812
	Iteration 44Q: 3 clusters Score -1.545858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 127646 members 
Entering Unmasked Estep 
Score: -15458572.000000 Penalty: 5836.132812
	Iteration 45Q: 3 clusters Score -1.545857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -15458573.000000 Penalty: 5836.132812
	Iteration 46Q: 3 clusters Score -1.545857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 127656 members 
Entering Unmasked Estep 
Score: -15458582.000000 Penalty: 5836.132812
	Iteration 47Q: 3 clusters Score -1.545858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -15458586.000000 Penalty: 5836.132812
	Iteration 48Q: 3 clusters Score -1.545859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -15458586.000000 Penalty: 5836.132812
	Iteration 49Q: 3 clusters Score -1.545859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -15458589.000000 Penalty: 5836.132812
	Iteration 50Q: 3 clusters Score -1.545859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -15458594.000000 Penalty: 5836.132812
	Iteration 51Q: 3 clusters Score -1.545859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -15458589.000000 Penalty: 5836.132812
	Iteration 52Q: 3 clusters Score -1.545859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -15458593.000000 Penalty: 5836.132812
	Iteration 53Q: 3 clusters Score -1.545859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -15458593.000000 Penalty: 5836.132812
	Iteration 54F: 3 clusters Score -1.545859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -829414.812500 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -829414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -823586.562500 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -823586.6 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -825108.437500 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -825108.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -825428.000000 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -825428 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -825752.625000 Penalty: 4393.468750
	Iteration 3F: 3 clusters Score -825752.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -826146.687500 Penalty: 4393.468750
	Iteration 4F: 3 clusters Score -826146.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -826611.687500 Penalty: 4393.468750
	Iteration 5F: 3 clusters Score -826611.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -827055.625000 Penalty: 4393.468750
	Iteration 6F: 3 clusters Score -827055.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -827402.875000 Penalty: 4393.468750
	Iteration 7F: 3 clusters Score -827402.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -827682.375000 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -827682.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -827858.875000 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -827858.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -827966.437500 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -827966.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -828051.750000 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -828051.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -828113.437500 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -828113.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -828167.062500 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -828167.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -828198.375000 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -828198.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -828221.312500 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -828221.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -828247.062500 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -828247.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -828261.562500 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -828261.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -828274.437500 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -828274.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -828286.375000 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -828286.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -828297.875000 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -828297.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -828306.812500 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -828306.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -828317.562500 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -828317.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -828327.312500 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -828327.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -828332.812500 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -828332.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -828339.937500 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -828339.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -828347.812500 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -828347.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -828351.812500 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -828351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -828355.375000 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -828355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -828358.687500 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -828358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -828357.875000 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -828357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -828359.812500 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -828359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -828359.437500 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -828359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -828359.562500 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -828359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -828359.562500 Penalty: 4393.468750
	Iteration 34F: 3 clusters Score -828359.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (167924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Entering Unmasked Estep 
Score: -20322046.000000 Penalty: 2983.754150
	Iteration 0F: 2 clusters Score -2.032205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -20215448.000000 Penalty: 5967.508301
	Iteration 0F: 3 clusters Score -2.021545e+07 nChanged 80568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -20262036.000000 Penalty: 5967.508301
	Iteration 1F: 3 clusters Score -2.026204e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -20263548.000000 Penalty: 5967.508301
	Iteration 2Q: 3 clusters Score -2.026355e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -20265874.000000 Penalty: 5967.508301
	Iteration 3Q: 3 clusters Score -2.026587e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -20269604.000000 Penalty: 5967.508301
	Iteration 4Q: 3 clusters Score -2.02696e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 109184 members 
Entering Unmasked Estep 
Score: -20275624.000000 Penalty: 5967.508301
	Iteration 5F: 3 clusters Score -2.027562e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -20284450.000000 Penalty: 5967.508301
	Iteration 6F: 3 clusters Score -2.028445e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 132007 members 
Entering Unmasked Estep 
Score: -20295240.000000 Penalty: 5967.508301
	Iteration 7F: 3 clusters Score -2.029524e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -20305874.000000 Penalty: 5967.508301
	Iteration 8F: 3 clusters Score -2.030587e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -20312790.000000 Penalty: 5967.508301
	Iteration 9F: 3 clusters Score -2.031279e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 159602 members 
Entering Unmasked Estep 
Score: -20316162.000000 Penalty: 5967.508301
	Iteration 10Q: 3 clusters Score -2.031616e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -20317878.000000 Penalty: 5967.508301
	Iteration 11Q: 3 clusters Score -2.031788e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 164984 members 
Entering Unmasked Estep 
Score: -20318738.000000 Penalty: 5967.508301
	Iteration 12Q: 3 clusters Score -2.031874e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -20319024.000000 Penalty: 5967.508301
	Iteration 13Q: 3 clusters Score -2.031902e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -20319260.000000 Penalty: 5967.508301
	Iteration 14Q: 3 clusters Score -2.031926e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -20319364.000000 Penalty: 5967.508301
	Iteration 15Q: 3 clusters Score -2.031936e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 166828 members 
Entering Unmasked Estep 
Score: -20319436.000000 Penalty: 5967.508301
	Iteration 16Q: 3 clusters Score -2.031944e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 166915 members 
Entering Unmasked Estep 
Score: -20319466.000000 Penalty: 5967.508301
	Iteration 17Q: 3 clusters Score -2.031947e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 166976 members 
Entering Unmasked Estep 
Score: -20319486.000000 Penalty: 5967.508301
	Iteration 18Q: 3 clusters Score -2.031949e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 167020 members 
Entering Unmasked Estep 
Score: -20319508.000000 Penalty: 5967.508301
	Iteration 19Q: 3 clusters Score -2.031951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -20319518.000000 Penalty: 5967.508301
	Iteration 20F: 3 clusters Score -2.031952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -20319556.000000 Penalty: 5967.508301
	Iteration 21Q: 3 clusters Score -2.031956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -20319560.000000 Penalty: 5967.508301
	Iteration 22Q: 3 clusters Score -2.031956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 167085 members 
Entering Unmasked Estep 
Score: -20319582.000000 Penalty: 5967.508301
	Iteration 23Q: 3 clusters Score -2.031958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -20319582.000000 Penalty: 5967.508301
	Iteration 24Q: 3 clusters Score -2.031958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 167111 members 
Entering Unmasked Estep 
Score: -20319564.000000 Penalty: 5967.508301
	Iteration 25Q: 3 clusters Score -2.031956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -20319570.000000 Penalty: 5967.508301
	Iteration 26Q: 3 clusters Score -2.031957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 167128 members 
Entering Unmasked Estep 
Score: -20319594.000000 Penalty: 5967.508301
	Iteration 27Q: 3 clusters Score -2.031959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 167135 members 
Entering Unmasked Estep 
Score: -20319592.000000 Penalty: 5967.508301
	Iteration 28Q: 3 clusters Score -2.031959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
Score: -20319604.000000 Penalty: 5967.508301
	Iteration 29Q: 3 clusters Score -2.03196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 167154 members 
Entering Unmasked Estep 
Score: -20319590.000000 Penalty: 5967.508301
	Iteration 30Q: 3 clusters Score -2.031959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 167162 members 
Entering Unmasked Estep 
Score: -20319602.000000 Penalty: 5967.508301
	Iteration 31Q: 3 clusters Score -2.03196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 167170 members 
Entering Unmasked Estep 
Score: -20319606.000000 Penalty: 5967.508301
	Iteration 32Q: 3 clusters Score -2.031961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -20319614.000000 Penalty: 5967.508301
	Iteration 33Q: 3 clusters Score -2.031961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -20319622.000000 Penalty: 5967.508301
	Iteration 34Q: 3 clusters Score -2.031962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -20319622.000000 Penalty: 5967.508301
	Iteration 35Q: 3 clusters Score -2.031962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 167184 members 
Entering Unmasked Estep 
Score: -20319624.000000 Penalty: 5967.508301
	Iteration 36Q: 3 clusters Score -2.031962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -20319628.000000 Penalty: 5967.508301
	Iteration 37Q: 3 clusters Score -2.031963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -20319634.000000 Penalty: 5967.508301
	Iteration 38Q: 3 clusters Score -2.031963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -20319628.000000 Penalty: 5967.508301
	Iteration 39Q: 3 clusters Score -2.031963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -20319628.000000 Penalty: 5967.508301
	Iteration 40F: 3 clusters Score -2.031963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Entering Unmasked Estep 
Score: -8191593.000000 Penalty: 2759.561279
	Iteration 0F: 2 clusters Score -8191593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -8145936.000000 Penalty: 5519.122559
	Iteration 0F: 3 clusters Score -8145936 nChanged 31783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -8164056.500000 Penalty: 5519.122559
	Iteration 1F: 3 clusters Score -8164056 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -8164783.500000 Penalty: 5519.122559
	Iteration 2Q: 3 clusters Score -8164784 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -8165402.500000 Penalty: 5519.122559
	Iteration 3Q: 3 clusters Score -8165402 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8166025.000000 Penalty: 5519.122559
	Iteration 4Q: 3 clusters Score -8166025 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8166648.500000 Penalty: 5519.122559
	Iteration 5Q: 3 clusters Score -8166648 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -8167277.500000 Penalty: 5519.122559
	Iteration 6Q: 3 clusters Score -8167278 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -8168087.000000 Penalty: 5519.122559
	Iteration 7Q: 3 clusters Score -8168087 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -8169126.500000 Penalty: 5519.122559
	Iteration 8Q: 3 clusters Score -8169126 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -8170544.000000 Penalty: 5519.122559
	Iteration 9Q: 3 clusters Score -8170544 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -8172730.500000 Penalty: 5519.122559
	Iteration 10F: 3 clusters Score -8172730 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -8175912.500000 Penalty: 5519.122559
	Iteration 11F: 3 clusters Score -8175912 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -8179636.500000 Penalty: 5519.122559
	Iteration 12F: 3 clusters Score -8179636 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -8183358.000000 Penalty: 5519.122559
	Iteration 13F: 3 clusters Score -8183358 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -8186058.000000 Penalty: 5519.122559
	Iteration 14Q: 3 clusters Score -8186058 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -8187541.500000 Penalty: 5519.122559
	Iteration 15Q: 3 clusters Score -8187542 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -8188354.500000 Penalty: 5519.122559
	Iteration 16Q: 3 clusters Score -8188354 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -8188707.000000 Penalty: 5519.122559
	Iteration 17Q: 3 clusters Score -8188707 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -8188886.000000 Penalty: 5519.122559
	Iteration 18Q: 3 clusters Score -8188886 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -8189008.000000 Penalty: 5519.122559
	Iteration 19Q: 3 clusters Score -8189008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -8189077.500000 Penalty: 5519.122559
	Iteration 20F: 3 clusters Score -8189078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -8189112.500000 Penalty: 5519.122559
	Iteration 21Q: 3 clusters Score -8189112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -8189141.500000 Penalty: 5519.122559
	Iteration 22Q: 3 clusters Score -8189142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -8189158.000000 Penalty: 5519.122559
	Iteration 23Q: 3 clusters Score -8189158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -8189170.500000 Penalty: 5519.122559
	Iteration 24Q: 3 clusters Score -8189170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -8189181.000000 Penalty: 5519.122559
	Iteration 25Q: 3 clusters Score -8189181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -8189196.000000 Penalty: 5519.122559
	Iteration 26Q: 3 clusters Score -8189196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -8189200.000000 Penalty: 5519.122559
	Iteration 27Q: 3 clusters Score -8189200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -8189199.500000 Penalty: 5519.122559
	Iteration 28Q: 3 clusters Score -8189200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -8189209.000000 Penalty: 5519.122559
	Iteration 29Q: 3 clusters Score -8189209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -8189214.000000 Penalty: 5519.122559
	Iteration 30Q: 3 clusters Score -8189214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -8189214.000000 Penalty: 5519.122559
	Iteration 31F: 3 clusters Score -8189214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Entering Unmasked Estep 
Score: -2536824.500000 Penalty: 2484.579834
	Iteration 0F: 2 clusters Score -2536824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2521230.500000 Penalty: 4969.159668
	Iteration 0F: 3 clusters Score -2521230 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2526808.500000 Penalty: 4969.159668
	Iteration 1F: 3 clusters Score -2526808 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2527400.750000 Penalty: 4969.159668
	Iteration 2F: 3 clusters Score -2527401 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2528037.500000 Penalty: 4969.159668
	Iteration 3F: 3 clusters Score -2528038 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2528768.250000 Penalty: 4969.159668
	Iteration 4F: 3 clusters Score -2528768 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2529488.500000 Penalty: 4969.159668
	Iteration 5F: 3 clusters Score -2529488 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2530181.250000 Penalty: 4969.159668
	Iteration 6F: 3 clusters Score -2530181 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2530849.500000 Penalty: 4969.159668
	Iteration 7F: 3 clusters Score -2530850 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2531459.750000 Penalty: 4969.159668
	Iteration 8Q: 3 clusters Score -2531460 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2532035.750000 Penalty: 4969.159668
	Iteration 9Q: 3 clusters Score -2532036 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2532578.250000 Penalty: 4969.159668
	Iteration 10Q: 3 clusters Score -2532578 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2533013.000000 Penalty: 4969.159668
	Iteration 11Q: 3 clusters Score -2533013 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2533400.250000 Penalty: 4969.159668
	Iteration 12Q: 3 clusters Score -2533400 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2533721.000000 Penalty: 4969.159668
	Iteration 13Q: 3 clusters Score -2533721 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2534060.250000 Penalty: 4969.159668
	Iteration 14Q: 3 clusters Score -2534060 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2534375.500000 Penalty: 4969.159668
	Iteration 15Q: 3 clusters Score -2534376 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2534635.750000 Penalty: 4969.159668
	Iteration 16Q: 3 clusters Score -2534636 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2534775.500000 Penalty: 4969.159668
	Iteration 17Q: 3 clusters Score -2534776 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2534847.250000 Penalty: 4969.159668
	Iteration 18Q: 3 clusters Score -2534847 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2534914.750000 Penalty: 4969.159668
	Iteration 19Q: 3 clusters Score -2534915 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2534957.000000 Penalty: 4969.159668
	Iteration 20F: 3 clusters Score -2534957 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2534979.750000 Penalty: 4969.159668
	Iteration 21Q: 3 clusters Score -2534980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2535009.500000 Penalty: 4969.159668
	Iteration 22Q: 3 clusters Score -2535010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2535027.000000 Penalty: 4969.159668
	Iteration 23Q: 3 clusters Score -2535027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2535036.500000 Penalty: 4969.159668
	Iteration 24Q: 3 clusters Score -2535036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2535050.000000 Penalty: 4969.159668
	Iteration 25Q: 3 clusters Score -2535050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2535063.750000 Penalty: 4969.159668
	Iteration 26Q: 3 clusters Score -2535064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2535073.750000 Penalty: 4969.159668
	Iteration 27Q: 3 clusters Score -2535074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2535091.250000 Penalty: 4969.159668
	Iteration 28Q: 3 clusters Score -2535091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2535099.250000 Penalty: 4969.159668
	Iteration 29Q: 3 clusters Score -2535099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2535114.000000 Penalty: 4969.159668
	Iteration 30Q: 3 clusters Score -2535114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2535110.500000 Penalty: 4969.159668
	Iteration 31Q: 3 clusters Score -2535110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2535119.000000 Penalty: 4969.159668
	Iteration 32Q: 3 clusters Score -2535119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2535122.500000 Penalty: 4969.159668
	Iteration 33Q: 3 clusters Score -2535122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2535123.250000 Penalty: 4969.159668
	Iteration 34Q: 3 clusters Score -2535123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2535139.000000 Penalty: 4969.159668
	Iteration 35Q: 3 clusters Score -2535139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2535149.750000 Penalty: 4969.159668
	Iteration 36Q: 3 clusters Score -2535150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2535156.250000 Penalty: 4969.159668
	Iteration 37Q: 3 clusters Score -2535156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2535160.500000 Penalty: 4969.159668
	Iteration 38Q: 3 clusters Score -2535160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2535168.750000 Penalty: 4969.159668
	Iteration 39Q: 3 clusters Score -2535169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2535171.250000 Penalty: 4969.159668
	Iteration 40F: 3 clusters Score -2535171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2535183.000000 Penalty: 4969.159668
	Iteration 41Q: 3 clusters Score -2535183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2535179.500000 Penalty: 4969.159668
	Iteration 42Q: 3 clusters Score -2535180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2535180.500000 Penalty: 4969.159668
	Iteration 43Q: 3 clusters Score -2535180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2535187.000000 Penalty: 4969.159668
	Iteration 44Q: 3 clusters Score -2535187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2535187.750000 Penalty: 4969.159668
	Iteration 45Q: 3 clusters Score -2535188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2535182.750000 Penalty: 4969.159668
	Iteration 46Q: 3 clusters Score -2535183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2535187.250000 Penalty: 4969.159668
	Iteration 47Q: 3 clusters Score -2535187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2535193.250000 Penalty: 4969.159668
	Iteration 48Q: 3 clusters Score -2535193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2535197.750000 Penalty: 4969.159668
	Iteration 49Q: 3 clusters Score -2535198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2535203.000000 Penalty: 4969.159668
	Iteration 50Q: 3 clusters Score -2535203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2535205.500000 Penalty: 4969.159668
	Iteration 51Q: 3 clusters Score -2535206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2535207.750000 Penalty: 4969.159668
	Iteration 52Q: 3 clusters Score -2535208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2535212.500000 Penalty: 4969.159668
	Iteration 53Q: 3 clusters Score -2535212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2535213.250000 Penalty: 4969.159668
	Iteration 54Q: 3 clusters Score -2535213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2535221.750000 Penalty: 4969.159668
	Iteration 55Q: 3 clusters Score -2535222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2535218.000000 Penalty: 4969.159668
	Iteration 56Q: 3 clusters Score -2535218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2535222.250000 Penalty: 4969.159668
	Iteration 57Q: 3 clusters Score -2535222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2535223.000000 Penalty: 4969.159668
	Iteration 58Q: 3 clusters Score -2535223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2535227.000000 Penalty: 4969.159668
	Iteration 59Q: 3 clusters Score -2535227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2535229.250000 Penalty: 4969.159668
	Iteration 60F: 3 clusters Score -2535229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2535227.750000 Penalty: 4969.159668
	Iteration 61Q: 3 clusters Score -2535228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2535230.000000 Penalty: 4969.159668
	Iteration 62Q: 3 clusters Score -2535230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2535237.250000 Penalty: 4969.159668
	Iteration 63Q: 3 clusters Score -2535237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2535239.500000 Penalty: 4969.159668
	Iteration 64Q: 3 clusters Score -2535240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2535242.250000 Penalty: 4969.159668
	Iteration 65Q: 3 clusters Score -2535242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2535246.500000 Penalty: 4969.159668
	Iteration 66Q: 3 clusters Score -2535246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2535252.500000 Penalty: 4969.159668
	Iteration 67Q: 3 clusters Score -2535252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2535250.250000 Penalty: 4969.159668
	Iteration 68Q: 3 clusters Score -2535250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2535255.750000 Penalty: 4969.159668
	Iteration 69Q: 3 clusters Score -2535256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2535248.500000 Penalty: 4969.159668
	Iteration 70Q: 3 clusters Score -2535248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2535255.750000 Penalty: 4969.159668
	Iteration 71Q: 3 clusters Score -2535256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2535252.250000 Penalty: 4969.159668
	Iteration 72Q: 3 clusters Score -2535252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2535251.250000 Penalty: 4969.159668
	Iteration 73Q: 3 clusters Score -2535251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2535255.000000 Penalty: 4969.159668
	Iteration 74Q: 3 clusters Score -2535255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2535259.000000 Penalty: 4969.159668
	Iteration 75Q: 3 clusters Score -2535259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2535258.000000 Penalty: 4969.159668
	Iteration 76Q: 3 clusters Score -2535258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2535257.500000 Penalty: 4969.159668
	Iteration 77Q: 3 clusters Score -2535258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2535259.750000 Penalty: 4969.159668
	Iteration 78Q: 3 clusters Score -2535260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2535263.500000 Penalty: 4969.159668
	Iteration 79Q: 3 clusters Score -2535264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2535262.750000 Penalty: 4969.159668
	Iteration 80F: 3 clusters Score -2535263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2535262.750000 Penalty: 4969.159668
	Iteration 81Q: 3 clusters Score -2535263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2535263.250000 Penalty: 4969.159668
	Iteration 82Q: 3 clusters Score -2535263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2535262.250000 Penalty: 4969.159668
	Iteration 83Q: 3 clusters Score -2535262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2535262.500000 Penalty: 4969.159668
	Iteration 84Q: 3 clusters Score -2535262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2535262.500000 Penalty: 4969.159668
	Iteration 85F: 3 clusters Score -2535262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -382270.781250 Penalty: 2024.869141
	Iteration 0F: 2 clusters Score -382270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -378675.406250 Penalty: 4049.738281
	Iteration 0F: 3 clusters Score -378675.4 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -379431.343750 Penalty: 4049.738281
	Iteration 1F: 3 clusters Score -379431.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -379653.250000 Penalty: 4049.738281
	Iteration 2F: 3 clusters Score -379653.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -379813.750000 Penalty: 4049.738281
	Iteration 3F: 3 clusters Score -379813.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -379966.625000 Penalty: 4049.738281
	Iteration 4Q: 3 clusters Score -379966.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -380099.125000 Penalty: 4049.738281
	Iteration 5Q: 3 clusters Score -380099.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -380215.468750 Penalty: 4049.738281
	Iteration 6Q: 3 clusters Score -380215.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -380318.781250 Penalty: 4049.738281
	Iteration 7Q: 3 clusters Score -380318.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -380442.531250 Penalty: 4049.738281
	Iteration 8Q: 3 clusters Score -380442.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -380578.843750 Penalty: 4049.738281
	Iteration 9Q: 3 clusters Score -380578.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -380691.218750 Penalty: 4049.738281
	Iteration 10Q: 3 clusters Score -380691.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -380775.687500 Penalty: 4049.738281
	Iteration 11Q: 3 clusters Score -380775.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -380833.656250 Penalty: 4049.738281
	Iteration 12Q: 3 clusters Score -380833.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -380871.875000 Penalty: 4049.738281
	Iteration 13Q: 3 clusters Score -380871.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -380903.281250 Penalty: 4049.738281
	Iteration 14Q: 3 clusters Score -380903.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -380923.406250 Penalty: 4049.738281
	Iteration 15Q: 3 clusters Score -380923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -380932.875000 Penalty: 4049.738281
	Iteration 16Q: 3 clusters Score -380932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380937.937500 Penalty: 4049.738281
	Iteration 17Q: 3 clusters Score -380937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -380942.531250 Penalty: 4049.738281
	Iteration 18Q: 3 clusters Score -380942.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -380947.843750 Penalty: 4049.738281
	Iteration 19Q: 3 clusters Score -380947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -380951.906250 Penalty: 4049.738281
	Iteration 20F: 3 clusters Score -380951.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -380956.031250 Penalty: 4049.738281
	Iteration 21Q: 3 clusters Score -380956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -380959.187500 Penalty: 4049.738281
	Iteration 22Q: 3 clusters Score -380959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -380961.093750 Penalty: 4049.738281
	Iteration 23Q: 3 clusters Score -380961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380963.843750 Penalty: 4049.738281
	Iteration 24Q: 3 clusters Score -380963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -380967.281250 Penalty: 4049.738281
	Iteration 25Q: 3 clusters Score -380967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -380967.781250 Penalty: 4049.738281
	Iteration 26Q: 3 clusters Score -380967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -380969.937500 Penalty: 4049.738281
	Iteration 27Q: 3 clusters Score -380969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -380970.750000 Penalty: 4049.738281
	Iteration 28Q: 3 clusters Score -380970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -380972.125000 Penalty: 4049.738281
	Iteration 29Q: 3 clusters Score -380972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -380972.843750 Penalty: 4049.738281
	Iteration 30Q: 3 clusters Score -380972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -380974.125000 Penalty: 4049.738281
	Iteration 31Q: 3 clusters Score -380974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380974.375000 Penalty: 4049.738281
	Iteration 32Q: 3 clusters Score -380974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380974.843750 Penalty: 4049.738281
	Iteration 33Q: 3 clusters Score -380974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -380974.093750 Penalty: 4049.738281
	Iteration 34Q: 3 clusters Score -380974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -380975.062500 Penalty: 4049.738281
	Iteration 35Q: 3 clusters Score -380975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -380975.906250 Penalty: 4049.738281
	Iteration 36Q: 3 clusters Score -380975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -380975.781250 Penalty: 4049.738281
	Iteration 37Q: 3 clusters Score -380975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -380976.500000 Penalty: 4049.738281
	Iteration 38Q: 3 clusters Score -380976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -380977.687500 Penalty: 4049.738281
	Iteration 39Q: 3 clusters Score -380977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -380978.843750 Penalty: 4049.738281
	Iteration 40F: 3 clusters Score -380978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380979.906250 Penalty: 4049.738281
	Iteration 41Q: 3 clusters Score -380979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -380980.312500 Penalty: 4049.738281
	Iteration 42Q: 3 clusters Score -380980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380980.656250 Penalty: 4049.738281
	Iteration 43Q: 3 clusters Score -380980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -380980.375000 Penalty: 4049.738281
	Iteration 44Q: 3 clusters Score -380980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -380980.375000 Penalty: 4049.738281
	Iteration 45F: 3 clusters Score -380980.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -90006.484375 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -90006.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88231.835938 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -88231.84 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88507.601562 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -88507.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88600.156250 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -88600.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88669.375000 Penalty: 3334.424561
	Iteration 3Q: 3 clusters Score -88669.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88741.765625 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -88741.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88801.906250 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -88801.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88995.617188 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -88995.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89148.445312 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -89148.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89181.703125 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -89181.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89214.437500 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -89214.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89229.843750 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -89229.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89233.046875 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -89233.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89237.914062 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -89237.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89243.476562 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -89243.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89251.500000 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -89251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -89254.039062 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -89254.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89257.750000 Penalty: 3334.424561
	Iteration 16Q: 3 clusters Score -89257.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -89260.726562 Penalty: 3334.424561
	Iteration 17Q: 3 clusters Score -89260.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89267.218750 Penalty: 3334.424561
	Iteration 18Q: 3 clusters Score -89267.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89280.054688 Penalty: 3334.424561
	Iteration 19Q: 3 clusters Score -89280.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89291.851562 Penalty: 3334.424561
	Iteration 20F: 3 clusters Score -89291.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89307.218750 Penalty: 3334.424561
	Iteration 21Q: 3 clusters Score -89307.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -89311.976562 Penalty: 3334.424561
	Iteration 22Q: 3 clusters Score -89311.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89313.945312 Penalty: 3334.424561
	Iteration 23Q: 3 clusters Score -89313.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -89317.296875 Penalty: 3334.424561
	Iteration 24Q: 3 clusters Score -89317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -89317.296875 Penalty: 3334.424561
	Iteration 25F: 3 clusters Score -89317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Entering Unmasked Estep 
Score: -9541792.000000 Penalty: 2801.358643
	Iteration 0F: 2 clusters Score -9541792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -9487778.000000 Penalty: 5602.717285
	Iteration 0F: 3 clusters Score -9487778 nChanged 37858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -9509281.000000 Penalty: 5602.717285
	Iteration 1F: 3 clusters Score -9509281 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -9509976.000000 Penalty: 5602.717285
	Iteration 2Q: 3 clusters Score -9509976 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -9510753.000000 Penalty: 5602.717285
	Iteration 3Q: 3 clusters Score -9510753 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -9511816.000000 Penalty: 5602.717285
	Iteration 4Q: 3 clusters Score -9511816 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -9513491.000000 Penalty: 5602.717285
	Iteration 5Q: 3 clusters Score -9513491 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -9516239.000000 Penalty: 5602.717285
	Iteration 6F: 3 clusters Score -9516239 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -9520826.000000 Penalty: 5602.717285
	Iteration 7F: 3 clusters Score -9520826 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -9526854.000000 Penalty: 5602.717285
	Iteration 8F: 3 clusters Score -9526854 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -9532745.000000 Penalty: 5602.717285
	Iteration 9F: 3 clusters Score -9532745 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9536446.000000 Penalty: 5602.717285
	Iteration 10Q: 3 clusters Score -9536446 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9538071.000000 Penalty: 5602.717285
	Iteration 11Q: 3 clusters Score -9538071 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9538722.000000 Penalty: 5602.717285
	Iteration 12Q: 3 clusters Score -9538722 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9539030.000000 Penalty: 5602.717285
	Iteration 13Q: 3 clusters Score -9539030 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9539192.000000 Penalty: 5602.717285
	Iteration 14Q: 3 clusters Score -9539192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9539261.000000 Penalty: 5602.717285
	Iteration 15Q: 3 clusters Score -9539261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9539309.000000 Penalty: 5602.717285
	Iteration 16Q: 3 clusters Score -9539309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9539341.000000 Penalty: 5602.717285
	Iteration 17Q: 3 clusters Score -9539341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9539376.000000 Penalty: 5602.717285
	Iteration 18Q: 3 clusters Score -9539376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9539393.000000 Penalty: 5602.717285
	Iteration 19Q: 3 clusters Score -9539393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9539403.000000 Penalty: 5602.717285
	Iteration 20F: 3 clusters Score -9539403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9539420.000000 Penalty: 5602.717285
	Iteration 21Q: 3 clusters Score -9539420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9539411.000000 Penalty: 5602.717285
	Iteration 22Q: 3 clusters Score -9539411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9539418.000000 Penalty: 5602.717285
	Iteration 23Q: 3 clusters Score -9539418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9539439.000000 Penalty: 5602.717285
	Iteration 24Q: 3 clusters Score -9539439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9539436.000000 Penalty: 5602.717285
	Iteration 25Q: 3 clusters Score -9539436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9539444.000000 Penalty: 5602.717285
	Iteration 26Q: 3 clusters Score -9539444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9539449.000000 Penalty: 5602.717285
	Iteration 27Q: 3 clusters Score -9539449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9539455.000000 Penalty: 5602.717285
	Iteration 28Q: 3 clusters Score -9539455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9539456.000000 Penalty: 5602.717285
	Iteration 29Q: 3 clusters Score -9539456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9539449.000000 Penalty: 5602.717285
	Iteration 30Q: 3 clusters Score -9539449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9539459.000000 Penalty: 5602.717285
	Iteration 31Q: 3 clusters Score -9539459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9539458.000000 Penalty: 5602.717285
	Iteration 32Q: 3 clusters Score -9539458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9539462.000000 Penalty: 5602.717285
	Iteration 33Q: 3 clusters Score -9539462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9539473.000000 Penalty: 5602.717285
	Iteration 34Q: 3 clusters Score -9539473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9539475.000000 Penalty: 5602.717285
	Iteration 35Q: 3 clusters Score -9539475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9539470.000000 Penalty: 5602.717285
	Iteration 36Q: 3 clusters Score -9539470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9539473.000000 Penalty: 5602.717285
	Iteration 37Q: 3 clusters Score -9539473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9539480.000000 Penalty: 5602.717285
	Iteration 38Q: 3 clusters Score -9539480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9539484.000000 Penalty: 5602.717285
	Iteration 39Q: 3 clusters Score -9539484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9539486.000000 Penalty: 5602.717285
	Iteration 40F: 3 clusters Score -9539486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Entering Unmasked Estep 
Score: -935501.125000 Penalty: 2247.278809
	Iteration 0F: 2 clusters Score -935501.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -928715.875000 Penalty: 4494.557617
	Iteration 0F: 3 clusters Score -928715.9 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -930786.250000 Penalty: 4494.557617
	Iteration 1F: 3 clusters Score -930786.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -931139.562500 Penalty: 4494.557617
	Iteration 2F: 3 clusters Score -931139.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -931444.937500 Penalty: 4494.557617
	Iteration 3F: 3 clusters Score -931444.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -931696.750000 Penalty: 4494.557617
	Iteration 4F: 3 clusters Score -931696.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -931892.250000 Penalty: 4494.557617
	Iteration 5Q: 3 clusters Score -931892.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -932046.750000 Penalty: 4494.557617
	Iteration 6Q: 3 clusters Score -932046.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -932177.437500 Penalty: 4494.557617
	Iteration 7Q: 3 clusters Score -932177.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -932324.625000 Penalty: 4494.557617
	Iteration 8Q: 3 clusters Score -932324.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -932474.750000 Penalty: 4494.557617
	Iteration 9Q: 3 clusters Score -932474.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -932614.250000 Penalty: 4494.557617
	Iteration 10Q: 3 clusters Score -932614.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -932756.687500 Penalty: 4494.557617
	Iteration 11Q: 3 clusters Score -932756.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -932902.437500 Penalty: 4494.557617
	Iteration 12Q: 3 clusters Score -932902.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -933038.375000 Penalty: 4494.557617
	Iteration 13Q: 3 clusters Score -933038.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -933170.875000 Penalty: 4494.557617
	Iteration 14Q: 3 clusters Score -933170.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -933296.250000 Penalty: 4494.557617
	Iteration 15Q: 3 clusters Score -933296.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -933408.437500 Penalty: 4494.557617
	Iteration 16Q: 3 clusters Score -933408.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -933485.000000 Penalty: 4494.557617
	Iteration 17Q: 3 clusters Score -933485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -933535.437500 Penalty: 4494.557617
	Iteration 18Q: 3 clusters Score -933535.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -933577.375000 Penalty: 4494.557617
	Iteration 19Q: 3 clusters Score -933577.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -933610.125000 Penalty: 4494.557617
	Iteration 20F: 3 clusters Score -933610.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -933642.625000 Penalty: 4494.557617
	Iteration 21Q: 3 clusters Score -933642.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -933664.250000 Penalty: 4494.557617
	Iteration 22Q: 3 clusters Score -933664.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -933685.812500 Penalty: 4494.557617
	Iteration 23Q: 3 clusters Score -933685.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -933701.000000 Penalty: 4494.557617
	Iteration 24Q: 3 clusters Score -933701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -933716.562500 Penalty: 4494.557617
	Iteration 25Q: 3 clusters Score -933716.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -933730.187500 Penalty: 4494.557617
	Iteration 26Q: 3 clusters Score -933730.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -933738.937500 Penalty: 4494.557617
	Iteration 27Q: 3 clusters Score -933738.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -933747.937500 Penalty: 4494.557617
	Iteration 28Q: 3 clusters Score -933747.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -933757.375000 Penalty: 4494.557617
	Iteration 29Q: 3 clusters Score -933757.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -933766.687500 Penalty: 4494.557617
	Iteration 30Q: 3 clusters Score -933766.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -933780.125000 Penalty: 4494.557617
	Iteration 31Q: 3 clusters Score -933780.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -933793.125000 Penalty: 4494.557617
	Iteration 32Q: 3 clusters Score -933793.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -933808.125000 Penalty: 4494.557617
	Iteration 33Q: 3 clusters Score -933808.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -933818.250000 Penalty: 4494.557617
	Iteration 34Q: 3 clusters Score -933818.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -933825.687500 Penalty: 4494.557617
	Iteration 35Q: 3 clusters Score -933825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -933831.125000 Penalty: 4494.557617
	Iteration 36Q: 3 clusters Score -933831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -933834.562500 Penalty: 4494.557617
	Iteration 37Q: 3 clusters Score -933834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -933839.625000 Penalty: 4494.557617
	Iteration 38Q: 3 clusters Score -933839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -933845.000000 Penalty: 4494.557617
	Iteration 39Q: 3 clusters Score -933845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -933848.875000 Penalty: 4494.557617
	Iteration 40F: 3 clusters Score -933848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -933850.750000 Penalty: 4494.557617
	Iteration 41Q: 3 clusters Score -933850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -933854.812500 Penalty: 4494.557617
	Iteration 42Q: 3 clusters Score -933854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -933858.500000 Penalty: 4494.557617
	Iteration 43Q: 3 clusters Score -933858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -933862.125000 Penalty: 4494.557617
	Iteration 44Q: 3 clusters Score -933862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -933864.937500 Penalty: 4494.557617
	Iteration 45Q: 3 clusters Score -933864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -933866.437500 Penalty: 4494.557617
	Iteration 46Q: 3 clusters Score -933866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -933864.812500 Penalty: 4494.557617
	Iteration 47Q: 3 clusters Score -933864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -933864.812500 Penalty: 4494.557617
	Iteration 48F: 3 clusters Score -933864.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -363220.218750 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -363220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -359855.812500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -359855.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -360643.000000 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -360643 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -360828.250000 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -360828.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -360944.562500 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -360944.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -361011.875000 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -361011.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -361068.156250 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -361068.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -361110.562500 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -361110.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -361145.843750 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -361145.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -361194.343750 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -361194.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -361224.281250 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -361224.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -361250.156250 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -361250.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -361270.531250 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -361270.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -361285.375000 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -361285.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -361297.156250 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -361297.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -361304.718750 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -361304.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -361313.312500 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -361313.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -361319.250000 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -361319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -361323.625000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -361323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -361326.906250 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -361326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -361329.906250 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -361329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -361332.562500 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -361332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -361336.781250 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -361336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -361342.031250 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -361342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -361344.812500 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -361344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -361346.031250 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -361346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -361348.406250 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -361348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -361351.250000 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -361351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -361353.187500 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -361353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -361357.281250 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -361357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -361358.343750 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -361358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -361360.250000 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -361360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -361363.437500 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -361363.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -361364.968750 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -361365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -361366.968750 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -361367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -361368.781250 Penalty: 4005.334717
	Iteration 34Q: 3 clusters Score -361368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -361368.781250 Penalty: 4005.334717
	Iteration 35F: 3 clusters Score -361368.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Entering Unmasked Estep 
Score: -3154639.500000 Penalty: 2533.312988
	Iteration 0F: 2 clusters Score -3154640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3135842.500000 Penalty: 5066.625977
	Iteration 0F: 3 clusters Score -3135842 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3142410.500000 Penalty: 5066.625977
	Iteration 1F: 3 clusters Score -3142410 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3142785.500000 Penalty: 5066.625977
	Iteration 2Q: 3 clusters Score -3142786 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3143103.500000 Penalty: 5066.625977
	Iteration 3Q: 3 clusters Score -3143104 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3143380.250000 Penalty: 5066.625977
	Iteration 4Q: 3 clusters Score -3143380 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3143656.750000 Penalty: 5066.625977
	Iteration 5Q: 3 clusters Score -3143657 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3143932.750000 Penalty: 5066.625977
	Iteration 6Q: 3 clusters Score -3143933 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3144261.000000 Penalty: 5066.625977
	Iteration 7Q: 3 clusters Score -3144261 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3144688.250000 Penalty: 5066.625977
	Iteration 8Q: 3 clusters Score -3144688 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3145285.500000 Penalty: 5066.625977
	Iteration 9Q: 3 clusters Score -3145286 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3146187.250000 Penalty: 5066.625977
	Iteration 10F: 3 clusters Score -3146187 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3147492.000000 Penalty: 5066.625977
	Iteration 11F: 3 clusters Score -3147492 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3148974.000000 Penalty: 5066.625977
	Iteration 12F: 3 clusters Score -3148974 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3150345.750000 Penalty: 5066.625977
	Iteration 13F: 3 clusters Score -3150346 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3151308.000000 Penalty: 5066.625977
	Iteration 14Q: 3 clusters Score -3151308 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3151816.250000 Penalty: 5066.625977
	Iteration 15Q: 3 clusters Score -3151816 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3152066.500000 Penalty: 5066.625977
	Iteration 16Q: 3 clusters Score -3152066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3152191.250000 Penalty: 5066.625977
	Iteration 17Q: 3 clusters Score -3152191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3152281.500000 Penalty: 5066.625977
	Iteration 18Q: 3 clusters Score -3152282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3152328.250000 Penalty: 5066.625977
	Iteration 19Q: 3 clusters Score -3152328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3152353.500000 Penalty: 5066.625977
	Iteration 20F: 3 clusters Score -3152354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3152377.250000 Penalty: 5066.625977
	Iteration 21Q: 3 clusters Score -3152377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3152391.250000 Penalty: 5066.625977
	Iteration 22Q: 3 clusters Score -3152391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3152412.250000 Penalty: 5066.625977
	Iteration 23Q: 3 clusters Score -3152412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3152419.750000 Penalty: 5066.625977
	Iteration 24Q: 3 clusters Score -3152420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3152428.500000 Penalty: 5066.625977
	Iteration 25Q: 3 clusters Score -3152428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3152434.250000 Penalty: 5066.625977
	Iteration 26Q: 3 clusters Score -3152434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3152435.750000 Penalty: 5066.625977
	Iteration 27Q: 3 clusters Score -3152436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3152437.000000 Penalty: 5066.625977
	Iteration 28Q: 3 clusters Score -3152437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3152437.000000 Penalty: 5066.625977
	Iteration 29F: 3 clusters Score -3152437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Entering Unmasked Estep 
Score: -7222857.500000 Penalty: 2733.285889
	Iteration 0F: 2 clusters Score -7222858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -7181979.000000 Penalty: 5466.571777
	Iteration 0F: 3 clusters Score -7181979 nChanged 28434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -7197883.500000 Penalty: 5466.571777
	Iteration 1F: 3 clusters Score -7197884 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -7198823.500000 Penalty: 5466.571777
	Iteration 2Q: 3 clusters Score -7198824 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -7199970.000000 Penalty: 5466.571777
	Iteration 3Q: 3 clusters Score -7199970 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -7201655.000000 Penalty: 5466.571777
	Iteration 4Q: 3 clusters Score -7201655 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -7203950.500000 Penalty: 5466.571777
	Iteration 5F: 3 clusters Score -7203950 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -7206859.500000 Penalty: 5466.571777
	Iteration 6F: 3 clusters Score -7206860 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -7210395.000000 Penalty: 5466.571777
	Iteration 7F: 3 clusters Score -7210395 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -7214023.500000 Penalty: 5466.571777
	Iteration 8F: 3 clusters Score -7214024 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7216615.000000 Penalty: 5466.571777
	Iteration 9F: 3 clusters Score -7216615 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7217892.000000 Penalty: 5466.571777
	Iteration 10Q: 3 clusters Score -7217892 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7218545.500000 Penalty: 5466.571777
	Iteration 11Q: 3 clusters Score -7218546 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7218869.000000 Penalty: 5466.571777
	Iteration 12Q: 3 clusters Score -7218869 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7219063.500000 Penalty: 5466.571777
	Iteration 13Q: 3 clusters Score -7219064 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -7219162.000000 Penalty: 5466.571777
	Iteration 14Q: 3 clusters Score -7219162 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -7219234.000000 Penalty: 5466.571777
	Iteration 15Q: 3 clusters Score -7219234 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7219309.000000 Penalty: 5466.571777
	Iteration 16Q: 3 clusters Score -7219309 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -7219359.500000 Penalty: 5466.571777
	Iteration 17Q: 3 clusters Score -7219360 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -7219371.500000 Penalty: 5466.571777
	Iteration 18Q: 3 clusters Score -7219372 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -7219383.500000 Penalty: 5466.571777
	Iteration 19Q: 3 clusters Score -7219384 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -7219428.500000 Penalty: 5466.571777
	Iteration 20F: 3 clusters Score -7219428 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7219437.000000 Penalty: 5466.571777
	Iteration 21Q: 3 clusters Score -7219437 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -7219428.500000 Penalty: 5466.571777
	Iteration 22Q: 3 clusters Score -7219428 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -7219450.500000 Penalty: 5466.571777
	Iteration 23Q: 3 clusters Score -7219450 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -7219467.500000 Penalty: 5466.571777
	Iteration 24Q: 3 clusters Score -7219468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -7219489.000000 Penalty: 5466.571777
	Iteration 25Q: 3 clusters Score -7219489 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -7219508.000000 Penalty: 5466.571777
	Iteration 26Q: 3 clusters Score -7219508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -7219520.500000 Penalty: 5466.571777
	Iteration 27Q: 3 clusters Score -7219520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -7219531.000000 Penalty: 5466.571777
	Iteration 28Q: 3 clusters Score -7219531 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -7219547.500000 Penalty: 5466.571777
	Iteration 29Q: 3 clusters Score -7219548 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -7219581.000000 Penalty: 5466.571777
	Iteration 30Q: 3 clusters Score -7219581 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -7219622.000000 Penalty: 5466.571777
	Iteration 31Q: 3 clusters Score -7219622 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -7219670.000000 Penalty: 5466.571777
	Iteration 32Q: 3 clusters Score -7219670 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -7219693.500000 Penalty: 5466.571777
	Iteration 33Q: 3 clusters Score -7219694 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -7219756.000000 Penalty: 5466.571777
	Iteration 34Q: 3 clusters Score -7219756 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -7219809.500000 Penalty: 5466.571777
	Iteration 35Q: 3 clusters Score -7219810 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -7219841.500000 Penalty: 5466.571777
	Iteration 36Q: 3 clusters Score -7219842 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -7219877.500000 Penalty: 5466.571777
	Iteration 37Q: 3 clusters Score -7219878 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -7219922.500000 Penalty: 5466.571777
	Iteration 38Q: 3 clusters Score -7219922 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -7219936.500000 Penalty: 5466.571777
	Iteration 39Q: 3 clusters Score -7219936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -7219943.000000 Penalty: 5466.571777
	Iteration 40F: 3 clusters Score -7219943 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -7219995.000000 Penalty: 5466.571777
	Iteration 41Q: 3 clusters Score -7219995 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -7219998.000000 Penalty: 5466.571777
	Iteration 42Q: 3 clusters Score -7219998 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -7220023.000000 Penalty: 5466.571777
	Iteration 43Q: 3 clusters Score -7220023 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -7220036.000000 Penalty: 5466.571777
	Iteration 44Q: 3 clusters Score -7220036 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -7220075.500000 Penalty: 5466.571777
	Iteration 45Q: 3 clusters Score -7220076 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -7220121.000000 Penalty: 5466.571777
	Iteration 46Q: 3 clusters Score -7220121 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -7220148.000000 Penalty: 5466.571777
	Iteration 47Q: 3 clusters Score -7220148 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -7220193.000000 Penalty: 5466.571777
	Iteration 48Q: 3 clusters Score -7220193 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -7220250.500000 Penalty: 5466.571777
	Iteration 49Q: 3 clusters Score -7220250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -7220275.500000 Penalty: 5466.571777
	Iteration 50Q: 3 clusters Score -7220276 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -7220310.500000 Penalty: 5466.571777
	Iteration 51Q: 3 clusters Score -7220310 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -7220317.000000 Penalty: 5466.571777
	Iteration 52Q: 3 clusters Score -7220317 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -7220354.500000 Penalty: 5466.571777
	Iteration 53Q: 3 clusters Score -7220354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -7220403.500000 Penalty: 5466.571777
	Iteration 54Q: 3 clusters Score -7220404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -7220423.500000 Penalty: 5466.571777
	Iteration 55Q: 3 clusters Score -7220424 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -7220433.000000 Penalty: 5466.571777
	Iteration 56Q: 3 clusters Score -7220433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -7220453.500000 Penalty: 5466.571777
	Iteration 57Q: 3 clusters Score -7220454 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -7220503.500000 Penalty: 5466.571777
	Iteration 58Q: 3 clusters Score -7220504 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -7220517.000000 Penalty: 5466.571777
	Iteration 59Q: 3 clusters Score -7220517 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -7220550.000000 Penalty: 5466.571777
	Iteration 60F: 3 clusters Score -7220550 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -7220564.000000 Penalty: 5466.571777
	Iteration 61Q: 3 clusters Score -7220564 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -7220598.000000 Penalty: 5466.571777
	Iteration 62Q: 3 clusters Score -7220598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -7220607.500000 Penalty: 5466.571777
	Iteration 63Q: 3 clusters Score -7220608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -7220640.500000 Penalty: 5466.571777
	Iteration 64Q: 3 clusters Score -7220640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -7220659.000000 Penalty: 5466.571777
	Iteration 65Q: 3 clusters Score -7220659 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -7220666.500000 Penalty: 5466.571777
	Iteration 66Q: 3 clusters Score -7220666 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -7220684.000000 Penalty: 5466.571777
	Iteration 67Q: 3 clusters Score -7220684 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -7220676.000000 Penalty: 5466.571777
	Iteration 68Q: 3 clusters Score -7220676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -7220725.000000 Penalty: 5466.571777
	Iteration 69Q: 3 clusters Score -7220725 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -7220758.500000 Penalty: 5466.571777
	Iteration 70Q: 3 clusters Score -7220758 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -7220789.000000 Penalty: 5466.571777
	Iteration 71Q: 3 clusters Score -7220789 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -7220782.500000 Penalty: 5466.571777
	Iteration 72Q: 3 clusters Score -7220782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7220817.500000 Penalty: 5466.571777
	Iteration 73Q: 3 clusters Score -7220818 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -7220835.000000 Penalty: 5466.571777
	Iteration 74Q: 3 clusters Score -7220835 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7220841.000000 Penalty: 5466.571777
	Iteration 75Q: 3 clusters Score -7220841 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -7220861.500000 Penalty: 5466.571777
	Iteration 76Q: 3 clusters Score -7220862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -7220878.500000 Penalty: 5466.571777
	Iteration 77Q: 3 clusters Score -7220878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -7220888.000000 Penalty: 5466.571777
	Iteration 78Q: 3 clusters Score -7220888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -7220907.000000 Penalty: 5466.571777
	Iteration 79Q: 3 clusters Score -7220907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7220930.000000 Penalty: 5466.571777
	Iteration 80F: 3 clusters Score -7220930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -7220955.500000 Penalty: 5466.571777
	Iteration 81Q: 3 clusters Score -7220956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -7220968.500000 Penalty: 5466.571777
	Iteration 82Q: 3 clusters Score -7220968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -7220968.000000 Penalty: 5466.571777
	Iteration 83Q: 3 clusters Score -7220968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -7220968.000000 Penalty: 5466.571777
	Iteration 84Q: 3 clusters Score -7220968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -7220994.500000 Penalty: 5466.571777
	Iteration 85Q: 3 clusters Score -7220994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -7221012.000000 Penalty: 5466.571777
	Iteration 86Q: 3 clusters Score -7221012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -7221022.500000 Penalty: 5466.571777
	Iteration 87Q: 3 clusters Score -7221022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -7221027.000000 Penalty: 5466.571777
	Iteration 88Q: 3 clusters Score -7221027 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7221041.500000 Penalty: 5466.571777
	Iteration 89Q: 3 clusters Score -7221042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -7221033.500000 Penalty: 5466.571777
	Iteration 90Q: 3 clusters Score -7221034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7221036.500000 Penalty: 5466.571777
	Iteration 91Q: 3 clusters Score -7221036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -7221032.000000 Penalty: 5466.571777
	Iteration 92Q: 3 clusters Score -7221032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -7221036.500000 Penalty: 5466.571777
	Iteration 93Q: 3 clusters Score -7221036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -7221052.500000 Penalty: 5466.571777
	Iteration 94Q: 3 clusters Score -7221052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -7221058.500000 Penalty: 5466.571777
	Iteration 95Q: 3 clusters Score -7221058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -7221080.000000 Penalty: 5466.571777
	Iteration 96Q: 3 clusters Score -7221080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -7221083.500000 Penalty: 5466.571777
	Iteration 97Q: 3 clusters Score -7221084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -7221087.000000 Penalty: 5466.571777
	Iteration 98Q: 3 clusters Score -7221087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -7221082.500000 Penalty: 5466.571777
	Iteration 99Q: 3 clusters Score -7221082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -7221090.000000 Penalty: 5466.571777
	Iteration 100F: 3 clusters Score -7221090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7221088.000000 Penalty: 5466.571777
	Iteration 101Q: 3 clusters Score -7221088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7221088.000000 Penalty: 5466.571777
	Iteration 102Q: 3 clusters Score -7221088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -7221088.000000 Penalty: 5466.571777
	Iteration 103Q: 3 clusters Score -7221088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -7221100.000000 Penalty: 5466.571777
	Iteration 104Q: 3 clusters Score -7221100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -7221099.000000 Penalty: 5466.571777
	Iteration 105Q: 3 clusters Score -7221099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -7221083.500000 Penalty: 5466.571777
	Iteration 106Q: 3 clusters Score -7221084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -7221090.500000 Penalty: 5466.571777
	Iteration 107Q: 3 clusters Score -7221090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -7221096.500000 Penalty: 5466.571777
	Iteration 108Q: 3 clusters Score -7221096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -7221103.000000 Penalty: 5466.571777
	Iteration 109Q: 3 clusters Score -7221103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -7221099.500000 Penalty: 5466.571777
	Iteration 110Q: 3 clusters Score -7221100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -7221100.500000 Penalty: 5466.571777
	Iteration 111Q: 3 clusters Score -7221100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -7221101.000000 Penalty: 5466.571777
	Iteration 112Q: 3 clusters Score -7221101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -7221109.000000 Penalty: 5466.571777
	Iteration 113Q: 3 clusters Score -7221109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -7221103.000000 Penalty: 5466.571777
	Iteration 114Q: 3 clusters Score -7221103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -7221102.000000 Penalty: 5466.571777
	Iteration 115Q: 3 clusters Score -7221102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -7221103.000000 Penalty: 5466.571777
	Iteration 116Q: 3 clusters Score -7221103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -7221103.500000 Penalty: 5466.571777
	Iteration 117Q: 3 clusters Score -7221104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -7221097.000000 Penalty: 5466.571777
	Iteration 118Q: 3 clusters Score -7221097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -7221096.000000 Penalty: 5466.571777
	Iteration 119Q: 3 clusters Score -7221096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -7221102.000000 Penalty: 5466.571777
	Iteration 120F: 3 clusters Score -7221102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -7221094.000000 Penalty: 5466.571777
	Iteration 121Q: 3 clusters Score -7221094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -7221096.500000 Penalty: 5466.571777
	Iteration 122Q: 3 clusters Score -7221096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -7221099.500000 Penalty: 5466.571777
	Iteration 123Q: 3 clusters Score -7221100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -7221096.500000 Penalty: 5466.571777
	Iteration 124Q: 3 clusters Score -7221096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -7221107.000000 Penalty: 5466.571777
	Iteration 125Q: 3 clusters Score -7221107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -7221104.000000 Penalty: 5466.571777
	Iteration 126Q: 3 clusters Score -7221104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -7221107.500000 Penalty: 5466.571777
	Iteration 127Q: 3 clusters Score -7221108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -7221116.000000 Penalty: 5466.571777
	Iteration 128Q: 3 clusters Score -7221116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -7221127.500000 Penalty: 5466.571777
	Iteration 129Q: 3 clusters Score -7221128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7221125.000000 Penalty: 5466.571777
	Iteration 130Q: 3 clusters Score -7221125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -7221140.500000 Penalty: 5466.571777
	Iteration 131Q: 3 clusters Score -7221140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -7221136.000000 Penalty: 5466.571777
	Iteration 132Q: 3 clusters Score -7221136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -7221129.500000 Penalty: 5466.571777
	Iteration 133Q: 3 clusters Score -7221130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -7221133.000000 Penalty: 5466.571777
	Iteration 134Q: 3 clusters Score -7221133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7221141.500000 Penalty: 5466.571777
	Iteration 135Q: 3 clusters Score -7221142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -7221131.500000 Penalty: 5466.571777
	Iteration 136Q: 3 clusters Score -7221132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -7221134.000000 Penalty: 5466.571777
	Iteration 137Q: 3 clusters Score -7221134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -7221133.000000 Penalty: 5466.571777
	Iteration 138Q: 3 clusters Score -7221133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -7221134.500000 Penalty: 5466.571777
	Iteration 139Q: 3 clusters Score -7221134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7221126.000000 Penalty: 5466.571777
	Iteration 140F: 3 clusters Score -7221126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -7221132.000000 Penalty: 5466.571777
	Iteration 141Q: 3 clusters Score -7221132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -7221124.500000 Penalty: 5466.571777
	Iteration 142Q: 3 clusters Score -7221124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -7221126.000000 Penalty: 5466.571777
	Iteration 143Q: 3 clusters Score -7221126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7221120.000000 Penalty: 5466.571777
	Iteration 144Q: 3 clusters Score -7221120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7221123.500000 Penalty: 5466.571777
	Iteration 145Q: 3 clusters Score -7221124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7221123.500000 Penalty: 5466.571777
	Iteration 146F: 3 clusters Score -7221124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Entering Unmasked Estep 
Score: -3774946.000000 Penalty: 2585.543701
	Iteration 0F: 2 clusters Score -3774946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3751910.000000 Penalty: 5171.087402
	Iteration 0F: 3 clusters Score -3751910 nChanged 15385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3760836.000000 Penalty: 5171.087402
	Iteration 1F: 3 clusters Score -3760836 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3761869.750000 Penalty: 5171.087402
	Iteration 2F: 3 clusters Score -3761870 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3763187.000000 Penalty: 5171.087402
	Iteration 3F: 3 clusters Score -3763187 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3764922.000000 Penalty: 5171.087402
	Iteration 4F: 3 clusters Score -3764922 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3766928.500000 Penalty: 5171.087402
	Iteration 5F: 3 clusters Score -3766928 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3768847.750000 Penalty: 5171.087402
	Iteration 6F: 3 clusters Score -3768848 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3770293.250000 Penalty: 5171.087402
	Iteration 7F: 3 clusters Score -3770293 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3771229.500000 Penalty: 5171.087402
	Iteration 8Q: 3 clusters Score -3771230 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3771852.000000 Penalty: 5171.087402
	Iteration 9Q: 3 clusters Score -3771852 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3772240.500000 Penalty: 5171.087402
	Iteration 10Q: 3 clusters Score -3772240 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3772497.000000 Penalty: 5171.087402
	Iteration 11Q: 3 clusters Score -3772497 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3772670.750000 Penalty: 5171.087402
	Iteration 12Q: 3 clusters Score -3772671 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3772803.000000 Penalty: 5171.087402
	Iteration 13Q: 3 clusters Score -3772803 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3772907.750000 Penalty: 5171.087402
	Iteration 14Q: 3 clusters Score -3772908 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3772996.000000 Penalty: 5171.087402
	Iteration 15Q: 3 clusters Score -3772996 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3773070.750000 Penalty: 5171.087402
	Iteration 16Q: 3 clusters Score -3773071 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3773112.500000 Penalty: 5171.087402
	Iteration 17Q: 3 clusters Score -3773112 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3773140.750000 Penalty: 5171.087402
	Iteration 18Q: 3 clusters Score -3773141 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3773190.000000 Penalty: 5171.087402
	Iteration 19Q: 3 clusters Score -3773190 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3773240.000000 Penalty: 5171.087402
	Iteration 20F: 3 clusters Score -3773240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3773259.500000 Penalty: 5171.087402
	Iteration 21Q: 3 clusters Score -3773260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3773288.000000 Penalty: 5171.087402
	Iteration 22Q: 3 clusters Score -3773288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3773297.250000 Penalty: 5171.087402
	Iteration 23Q: 3 clusters Score -3773297 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3773316.000000 Penalty: 5171.087402
	Iteration 24Q: 3 clusters Score -3773316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3773340.250000 Penalty: 5171.087402
	Iteration 25Q: 3 clusters Score -3773340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3773353.500000 Penalty: 5171.087402
	Iteration 26Q: 3 clusters Score -3773354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3773350.000000 Penalty: 5171.087402
	Iteration 27Q: 3 clusters Score -3773350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3773347.750000 Penalty: 5171.087402
	Iteration 28Q: 3 clusters Score -3773348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3773378.250000 Penalty: 5171.087402
	Iteration 29Q: 3 clusters Score -3773378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3773391.250000 Penalty: 5171.087402
	Iteration 30Q: 3 clusters Score -3773391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3773412.250000 Penalty: 5171.087402
	Iteration 31Q: 3 clusters Score -3773412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -3773402.500000 Penalty: 5171.087402
	Iteration 32Q: 3 clusters Score -3773402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3773403.000000 Penalty: 5171.087402
	Iteration 33Q: 3 clusters Score -3773403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3773409.750000 Penalty: 5171.087402
	Iteration 34Q: 3 clusters Score -3773410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3773421.000000 Penalty: 5171.087402
	Iteration 35Q: 3 clusters Score -3773421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3773447.750000 Penalty: 5171.087402
	Iteration 36Q: 3 clusters Score -3773448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3773465.750000 Penalty: 5171.087402
	Iteration 37Q: 3 clusters Score -3773466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3773469.250000 Penalty: 5171.087402
	Iteration 38Q: 3 clusters Score -3773469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3773475.250000 Penalty: 5171.087402
	Iteration 39Q: 3 clusters Score -3773475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3773478.500000 Penalty: 5171.087402
	Iteration 40F: 3 clusters Score -3773478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3773474.750000 Penalty: 5171.087402
	Iteration 41Q: 3 clusters Score -3773475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3773476.250000 Penalty: 5171.087402
	Iteration 42Q: 3 clusters Score -3773476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3773484.500000 Penalty: 5171.087402
	Iteration 43Q: 3 clusters Score -3773484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3773484.750000 Penalty: 5171.087402
	Iteration 44Q: 3 clusters Score -3773485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3773485.250000 Penalty: 5171.087402
	Iteration 45Q: 3 clusters Score -3773485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3773476.250000 Penalty: 5171.087402
	Iteration 46Q: 3 clusters Score -3773476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3773483.500000 Penalty: 5171.087402
	Iteration 47Q: 3 clusters Score -3773484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3773486.250000 Penalty: 5171.087402
	Iteration 48Q: 3 clusters Score -3773486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3773488.750000 Penalty: 5171.087402
	Iteration 49Q: 3 clusters Score -3773489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3773480.250000 Penalty: 5171.087402
	Iteration 50Q: 3 clusters Score -3773480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3773484.250000 Penalty: 5171.087402
	Iteration 51Q: 3 clusters Score -3773484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3773482.500000 Penalty: 5171.087402
	Iteration 52Q: 3 clusters Score -3773482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3773483.500000 Penalty: 5171.087402
	Iteration 53Q: 3 clusters Score -3773484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3773493.250000 Penalty: 5171.087402
	Iteration 54Q: 3 clusters Score -3773493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3773497.250000 Penalty: 5171.087402
	Iteration 55Q: 3 clusters Score -3773497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3773498.000000 Penalty: 5171.087402
	Iteration 56Q: 3 clusters Score -3773498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3773502.500000 Penalty: 5171.087402
	Iteration 57Q: 3 clusters Score -3773502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3773501.000000 Penalty: 5171.087402
	Iteration 58Q: 3 clusters Score -3773501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3773502.500000 Penalty: 5171.087402
	Iteration 59Q: 3 clusters Score -3773502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3773505.250000 Penalty: 5171.087402
	Iteration 60F: 3 clusters Score -3773505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3773502.250000 Penalty: 5171.087402
	Iteration 61Q: 3 clusters Score -3773502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3773503.750000 Penalty: 5171.087402
	Iteration 62Q: 3 clusters Score -3773504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3773498.750000 Penalty: 5171.087402
	Iteration 63Q: 3 clusters Score -3773499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3773504.750000 Penalty: 5171.087402
	Iteration 64Q: 3 clusters Score -3773505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3773505.250000 Penalty: 5171.087402
	Iteration 65Q: 3 clusters Score -3773505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3773506.000000 Penalty: 5171.087402
	Iteration 66Q: 3 clusters Score -3773506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3773508.250000 Penalty: 5171.087402
	Iteration 67Q: 3 clusters Score -3773508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3773510.000000 Penalty: 5171.087402
	Iteration 68Q: 3 clusters Score -3773510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3773510.000000 Penalty: 5171.087402
	Iteration 69F: 3 clusters Score -3773510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -95723.781250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -95723.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93888.671875 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -93888.67 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -94168.523438 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -94168.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94303.820312 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -94303.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94426.687500 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -94426.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94528.171875 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -94528.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94579.187500 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -94579.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -94639.296875 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -94639.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94673.460938 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -94673.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94700.039062 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -94700.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94725.328125 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -94725.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -94757.226562 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -94757.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -94798.390625 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -94798.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -94830.835938 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -94830.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -94851.054688 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -94851.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94872.437500 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -94872.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -94896.171875 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -94896.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -94916.898438 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -94916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94929.265625 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -94929.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -94933.640625 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -94933.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -94933.640625 Penalty: 3365.090820
	Iteration 19F: 3 clusters Score -94933.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Entering Unmasked Estep 
Score: -1404222.250000 Penalty: 2333.926270
	Iteration 0F: 2 clusters Score -1404222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1395182.625000 Penalty: 4667.852539
	Iteration 0F: 3 clusters Score -1395183 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1398038.500000 Penalty: 4667.852539
	Iteration 1F: 3 clusters Score -1398038 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1398470.500000 Penalty: 4667.852539
	Iteration 2F: 3 clusters Score -1398470 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1398803.500000 Penalty: 4667.852539
	Iteration 3F: 3 clusters Score -1398804 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1399083.250000 Penalty: 4667.852539
	Iteration 4Q: 3 clusters Score -1399083 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1399368.625000 Penalty: 4667.852539
	Iteration 5Q: 3 clusters Score -1399369 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1399596.875000 Penalty: 4667.852539
	Iteration 6Q: 3 clusters Score -1399597 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1399815.875000 Penalty: 4667.852539
	Iteration 7Q: 3 clusters Score -1399816 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1400032.375000 Penalty: 4667.852539
	Iteration 8Q: 3 clusters Score -1400032 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1400219.875000 Penalty: 4667.852539
	Iteration 9Q: 3 clusters Score -1400220 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1400387.875000 Penalty: 4667.852539
	Iteration 10Q: 3 clusters Score -1400388 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1400550.250000 Penalty: 4667.852539
	Iteration 11Q: 3 clusters Score -1400550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1400687.625000 Penalty: 4667.852539
	Iteration 12Q: 3 clusters Score -1400688 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1400813.375000 Penalty: 4667.852539
	Iteration 13Q: 3 clusters Score -1400813 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1400942.625000 Penalty: 4667.852539
	Iteration 14Q: 3 clusters Score -1400943 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1401085.500000 Penalty: 4667.852539
	Iteration 15Q: 3 clusters Score -1401086 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1401202.000000 Penalty: 4667.852539
	Iteration 16Q: 3 clusters Score -1401202 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1401295.000000 Penalty: 4667.852539
	Iteration 17Q: 3 clusters Score -1401295 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1401379.250000 Penalty: 4667.852539
	Iteration 18Q: 3 clusters Score -1401379 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1401442.875000 Penalty: 4667.852539
	Iteration 19Q: 3 clusters Score -1401443 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1401498.000000 Penalty: 4667.852539
	Iteration 20F: 3 clusters Score -1401498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1401540.750000 Penalty: 4667.852539
	Iteration 21Q: 3 clusters Score -1401541 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1401573.875000 Penalty: 4667.852539
	Iteration 22Q: 3 clusters Score -1401574 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1401617.625000 Penalty: 4667.852539
	Iteration 23Q: 3 clusters Score -1401618 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1401656.875000 Penalty: 4667.852539
	Iteration 24Q: 3 clusters Score -1401657 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1401699.375000 Penalty: 4667.852539
	Iteration 25Q: 3 clusters Score -1401699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1401742.750000 Penalty: 4667.852539
	Iteration 26Q: 3 clusters Score -1401743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1401786.875000 Penalty: 4667.852539
	Iteration 27Q: 3 clusters Score -1401787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1401826.375000 Penalty: 4667.852539
	Iteration 28Q: 3 clusters Score -1401826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1401867.375000 Penalty: 4667.852539
	Iteration 29Q: 3 clusters Score -1401867 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1401918.500000 Penalty: 4667.852539
	Iteration 30Q: 3 clusters Score -1401918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1401956.375000 Penalty: 4667.852539
	Iteration 31Q: 3 clusters Score -1401956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1401988.375000 Penalty: 4667.852539
	Iteration 32Q: 3 clusters Score -1401988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1402013.125000 Penalty: 4667.852539
	Iteration 33Q: 3 clusters Score -1402013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1402037.750000 Penalty: 4667.852539
	Iteration 34Q: 3 clusters Score -1402038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1402059.750000 Penalty: 4667.852539
	Iteration 35Q: 3 clusters Score -1402060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1402078.750000 Penalty: 4667.852539
	Iteration 36Q: 3 clusters Score -1402079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1402108.750000 Penalty: 4667.852539
	Iteration 37Q: 3 clusters Score -1402109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1402133.500000 Penalty: 4667.852539
	Iteration 38Q: 3 clusters Score -1402134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1402152.750000 Penalty: 4667.852539
	Iteration 39Q: 3 clusters Score -1402153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1402168.500000 Penalty: 4667.852539
	Iteration 40F: 3 clusters Score -1402168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1402185.500000 Penalty: 4667.852539
	Iteration 41Q: 3 clusters Score -1402186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1402199.750000 Penalty: 4667.852539
	Iteration 42Q: 3 clusters Score -1402200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1402213.000000 Penalty: 4667.852539
	Iteration 43Q: 3 clusters Score -1402213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1402220.875000 Penalty: 4667.852539
	Iteration 44Q: 3 clusters Score -1402221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1402227.375000 Penalty: 4667.852539
	Iteration 45Q: 3 clusters Score -1402227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1402231.500000 Penalty: 4667.852539
	Iteration 46Q: 3 clusters Score -1402232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1402235.750000 Penalty: 4667.852539
	Iteration 47Q: 3 clusters Score -1402236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1402241.250000 Penalty: 4667.852539
	Iteration 48Q: 3 clusters Score -1402241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1402246.125000 Penalty: 4667.852539
	Iteration 49Q: 3 clusters Score -1402246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1402251.000000 Penalty: 4667.852539
	Iteration 50Q: 3 clusters Score -1402251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1402252.250000 Penalty: 4667.852539
	Iteration 51Q: 3 clusters Score -1402252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1402256.625000 Penalty: 4667.852539
	Iteration 52Q: 3 clusters Score -1402257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1402256.875000 Penalty: 4667.852539
	Iteration 53Q: 3 clusters Score -1402257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1402257.750000 Penalty: 4667.852539
	Iteration 54Q: 3 clusters Score -1402258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1402262.875000 Penalty: 4667.852539
	Iteration 55Q: 3 clusters Score -1402263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1402266.250000 Penalty: 4667.852539
	Iteration 56Q: 3 clusters Score -1402266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1402268.500000 Penalty: 4667.852539
	Iteration 57Q: 3 clusters Score -1402268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1402271.375000 Penalty: 4667.852539
	Iteration 58Q: 3 clusters Score -1402271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1402273.750000 Penalty: 4667.852539
	Iteration 59Q: 3 clusters Score -1402274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1402275.000000 Penalty: 4667.852539
	Iteration 60F: 3 clusters Score -1402275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1402279.375000 Penalty: 4667.852539
	Iteration 61Q: 3 clusters Score -1402279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1402279.750000 Penalty: 4667.852539
	Iteration 62Q: 3 clusters Score -1402280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1402281.750000 Penalty: 4667.852539
	Iteration 63Q: 3 clusters Score -1402282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1402281.625000 Penalty: 4667.852539
	Iteration 64Q: 3 clusters Score -1402282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1402285.375000 Penalty: 4667.852539
	Iteration 65Q: 3 clusters Score -1402285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1402285.875000 Penalty: 4667.852539
	Iteration 66Q: 3 clusters Score -1402286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1402285.500000 Penalty: 4667.852539
	Iteration 67Q: 3 clusters Score -1402286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1402285.750000 Penalty: 4667.852539
	Iteration 68Q: 3 clusters Score -1402286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1402288.250000 Penalty: 4667.852539
	Iteration 69Q: 3 clusters Score -1402288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1402290.750000 Penalty: 4667.852539
	Iteration 70Q: 3 clusters Score -1402291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1402287.000000 Penalty: 4667.852539
	Iteration 71Q: 3 clusters Score -1402287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1402288.250000 Penalty: 4667.852539
	Iteration 72Q: 3 clusters Score -1402288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1402287.625000 Penalty: 4667.852539
	Iteration 73Q: 3 clusters Score -1402288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1402289.250000 Penalty: 4667.852539
	Iteration 74Q: 3 clusters Score -1402289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1402288.500000 Penalty: 4667.852539
	Iteration 75Q: 3 clusters Score -1402288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1402289.750000 Penalty: 4667.852539
	Iteration 76Q: 3 clusters Score -1402290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1402293.875000 Penalty: 4667.852539
	Iteration 77Q: 3 clusters Score -1402294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1402291.875000 Penalty: 4667.852539
	Iteration 78Q: 3 clusters Score -1402292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1402296.625000 Penalty: 4667.852539
	Iteration 79Q: 3 clusters Score -1402297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1402301.125000 Penalty: 4667.852539
	Iteration 80F: 3 clusters Score -1402301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1402305.000000 Penalty: 4667.852539
	Iteration 81Q: 3 clusters Score -1402305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1402307.375000 Penalty: 4667.852539
	Iteration 82Q: 3 clusters Score -1402307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1402312.750000 Penalty: 4667.852539
	Iteration 83Q: 3 clusters Score -1402313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1402319.375000 Penalty: 4667.852539
	Iteration 84Q: 3 clusters Score -1402319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1402318.000000 Penalty: 4667.852539
	Iteration 85Q: 3 clusters Score -1402318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1402319.375000 Penalty: 4667.852539
	Iteration 86Q: 3 clusters Score -1402319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1402321.750000 Penalty: 4667.852539
	Iteration 87Q: 3 clusters Score -1402322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1402324.500000 Penalty: 4667.852539
	Iteration 88Q: 3 clusters Score -1402324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1402325.250000 Penalty: 4667.852539
	Iteration 89Q: 3 clusters Score -1402325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1402324.750000 Penalty: 4667.852539
	Iteration 90Q: 3 clusters Score -1402325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1402325.875000 Penalty: 4667.852539
	Iteration 91Q: 3 clusters Score -1402326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1402326.500000 Penalty: 4667.852539
	Iteration 92Q: 3 clusters Score -1402326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1402326.750000 Penalty: 4667.852539
	Iteration 93Q: 3 clusters Score -1402327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1402328.875000 Penalty: 4667.852539
	Iteration 94Q: 3 clusters Score -1402329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1402330.000000 Penalty: 4667.852539
	Iteration 95Q: 3 clusters Score -1402330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1402330.000000 Penalty: 4667.852539
	Iteration 96F: 3 clusters Score -1402330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Entering Unmasked Estep 
Score: -984850.750000 Penalty: 2249.656006
	Iteration 0F: 2 clusters Score -984850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -977982.125000 Penalty: 4499.312012
	Iteration 0F: 3 clusters Score -977982.1 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -979841.125000 Penalty: 4499.312012
	Iteration 1F: 3 clusters Score -979841.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -980111.125000 Penalty: 4499.312012
	Iteration 2F: 3 clusters Score -980111.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -980335.250000 Penalty: 4499.312012
	Iteration 3F: 3 clusters Score -980335.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -980503.375000 Penalty: 4499.312012
	Iteration 4Q: 3 clusters Score -980503.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -980641.562500 Penalty: 4499.312012
	Iteration 5Q: 3 clusters Score -980641.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -980760.062500 Penalty: 4499.312012
	Iteration 6Q: 3 clusters Score -980760.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -980865.562500 Penalty: 4499.312012
	Iteration 7Q: 3 clusters Score -980865.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -980953.437500 Penalty: 4499.312012
	Iteration 8Q: 3 clusters Score -980953.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -981038.000000 Penalty: 4499.312012
	Iteration 9Q: 3 clusters Score -981038 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -981118.562500 Penalty: 4499.312012
	Iteration 10Q: 3 clusters Score -981118.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -981221.375000 Penalty: 4499.312012
	Iteration 11Q: 3 clusters Score -981221.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -981324.500000 Penalty: 4499.312012
	Iteration 12Q: 3 clusters Score -981324.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -981443.812500 Penalty: 4499.312012
	Iteration 13Q: 3 clusters Score -981443.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -981565.562500 Penalty: 4499.312012
	Iteration 14Q: 3 clusters Score -981565.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -981697.312500 Penalty: 4499.312012
	Iteration 15Q: 3 clusters Score -981697.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -981818.687500 Penalty: 4499.312012
	Iteration 16Q: 3 clusters Score -981818.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -981927.437500 Penalty: 4499.312012
	Iteration 17Q: 3 clusters Score -981927.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -982026.625000 Penalty: 4499.312012
	Iteration 18Q: 3 clusters Score -982026.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -982114.562500 Penalty: 4499.312012
	Iteration 19Q: 3 clusters Score -982114.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -982194.062500 Penalty: 4499.312012
	Iteration 20F: 3 clusters Score -982194.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -982273.937500 Penalty: 4499.312012
	Iteration 21Q: 3 clusters Score -982273.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -982342.687500 Penalty: 4499.312012
	Iteration 22Q: 3 clusters Score -982342.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -982416.125000 Penalty: 4499.312012
	Iteration 23Q: 3 clusters Score -982416.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -982485.500000 Penalty: 4499.312012
	Iteration 24Q: 3 clusters Score -982485.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -982537.937500 Penalty: 4499.312012
	Iteration 25Q: 3 clusters Score -982537.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -982581.500000 Penalty: 4499.312012
	Iteration 26Q: 3 clusters Score -982581.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -982627.437500 Penalty: 4499.312012
	Iteration 27Q: 3 clusters Score -982627.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -982675.937500 Penalty: 4499.312012
	Iteration 28Q: 3 clusters Score -982675.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -982708.750000 Penalty: 4499.312012
	Iteration 29Q: 3 clusters Score -982708.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -982731.500000 Penalty: 4499.312012
	Iteration 30Q: 3 clusters Score -982731.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -982751.687500 Penalty: 4499.312012
	Iteration 31Q: 3 clusters Score -982751.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -982768.000000 Penalty: 4499.312012
	Iteration 32Q: 3 clusters Score -982768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -982782.812500 Penalty: 4499.312012
	Iteration 33Q: 3 clusters Score -982782.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -982797.125000 Penalty: 4499.312012
	Iteration 34Q: 3 clusters Score -982797.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -982807.812500 Penalty: 4499.312012
	Iteration 35Q: 3 clusters Score -982807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -982817.125000 Penalty: 4499.312012
	Iteration 36Q: 3 clusters Score -982817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -982825.562500 Penalty: 4499.312012
	Iteration 37Q: 3 clusters Score -982825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -982829.437500 Penalty: 4499.312012
	Iteration 38Q: 3 clusters Score -982829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -982830.562500 Penalty: 4499.312012
	Iteration 39Q: 3 clusters Score -982830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -982836.062500 Penalty: 4499.312012
	Iteration 40F: 3 clusters Score -982836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -982839.437500 Penalty: 4499.312012
	Iteration 41Q: 3 clusters Score -982839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -982842.812500 Penalty: 4499.312012
	Iteration 42Q: 3 clusters Score -982842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -982844.312500 Penalty: 4499.312012
	Iteration 43Q: 3 clusters Score -982844.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -982849.562500 Penalty: 4499.312012
	Iteration 44Q: 3 clusters Score -982849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -982850.937500 Penalty: 4499.312012
	Iteration 45Q: 3 clusters Score -982850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -982855.000000 Penalty: 4499.312012
	Iteration 46Q: 3 clusters Score -982855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -982853.375000 Penalty: 4499.312012
	Iteration 47Q: 3 clusters Score -982853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -982854.625000 Penalty: 4499.312012
	Iteration 48Q: 3 clusters Score -982854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -982853.875000 Penalty: 4499.312012
	Iteration 49Q: 3 clusters Score -982853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -982853.750000 Penalty: 4499.312012
	Iteration 50Q: 3 clusters Score -982853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -982853.750000 Penalty: 4499.312012
	Iteration 51F: 3 clusters Score -982853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -72094.867188 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -72094.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70467.726562 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -70467.73 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70763.484375 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -70763.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70895.875000 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -70895.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70962.468750 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -70962.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71007.554688 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -71007.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71046.367188 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -71046.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71070.617188 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -71070.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71090.531250 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -71090.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71109.765625 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -71109.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71147.406250 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -71147.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71179.570312 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -71179.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71209.953125 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -71209.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71222.843750 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -71222.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71230.492188 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -71230.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71232.320312 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -71232.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71234.171875 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -71234.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71235.210938 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -71235.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71238.296875 Penalty: 3227.609619
	Iteration 17Q: 3 clusters Score -71238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71242.671875 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -71242.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71247.398438 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -71247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71252.281250 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -71252.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71256.593750 Penalty: 3227.609619
	Iteration 21Q: 3 clusters Score -71256.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71260.117188 Penalty: 3227.609619
	Iteration 22Q: 3 clusters Score -71260.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -71261.414062 Penalty: 3227.609619
	Iteration 23Q: 3 clusters Score -71261.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71263.015625 Penalty: 3227.609619
	Iteration 24Q: 3 clusters Score -71263.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71263.015625 Penalty: 3227.609619
	Iteration 25F: 3 clusters Score -71263.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -76180.367188 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -76180.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74496.281250 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -74496.28 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74715.195312 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -74715.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74799.015625 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -74799.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74829.398438 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -74829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74855.695312 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -74855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74865.187500 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -74865.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74877.062500 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -74877.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74885.765625 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -74885.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74890.218750 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -74890.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74892.320312 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -74892.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74893.953125 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -74893.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74898.078125 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -74898.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74900.273438 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -74900.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74905.351562 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -74905.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74909.562500 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -74909.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74912.554688 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -74912.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74916.500000 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -74916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74916.867188 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -74916.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74916.867188 Penalty: 3277.568359
	Iteration 18F: 3 clusters Score -74916.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 245995 members 
Mstep: Class 3 contains 164546 members 
Mstep: Class 4 contains 16120 members 
Mstep: Class 5 contains 46519 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4945 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156165 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 93636 members 
Mstep: Class 12 contains 14608 members 
Mstep: Class 13 contains 91744 members 
Mstep: Class 14 contains 112704 members 
Mstep: Class 15 contains 33408 members 
Mstep: Class 16 contains 37666 members 
Mstep: Class 17 contains 13853 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14134 members 
Mstep: Class 20 contains 17829 members 
Mstep: Class 21 contains 8006 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128849 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 167924 members 
Mstep: Class 26 contains 68000 members 
Mstep: Class 27 contains 22437 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80483 members 
Mstep: Class 31 contains 8618 members 
Mstep: Class 32 contains 3214 members 
Mstep: Class 33 contains 27309 members 
Mstep: Class 34 contains 61164 members 
Mstep: Class 35 contains 33711 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12222 members 
Mstep: Class 38 contains 8701 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595072.000000 Penalty: 142798.250000
Iteration 199Q: 41 clusters Score -2.055951e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 245982 members 
Mstep: Class 3 contains 164464 members 
Mstep: Class 4 contains 16127 members 
Mstep: Class 5 contains 46527 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4941 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156250 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 93631 members 
Mstep: Class 12 contains 14603 members 
Mstep: Class 13 contains 91689 members 
Mstep: Class 14 contains 112680 members 
Mstep: Class 15 contains 33432 members 
Mstep: Class 16 contains 37664 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14134 members 
Mstep: Class 20 contains 17827 members 
Mstep: Class 21 contains 8006 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128866 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 167925 members 
Mstep: Class 26 contains 68003 members 
Mstep: Class 27 contains 22421 members 
Mstep: Class 28 contains 3522 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80480 members 
Mstep: Class 31 contains 8630 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27318 members 
Mstep: Class 34 contains 61187 members 
Mstep: Class 35 contains 33694 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12244 members 
Mstep: Class 38 contains 8718 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594864.000000 Penalty: 142798.250000
Iteration 200F: 41 clusters Score -2.055949e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 245980 members 
Mstep: Class 3 contains 164377 members 
Mstep: Class 4 contains 16131 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 4935 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156338 members 
Mstep: Class 10 contains 10276 members 
Mstep: Class 11 contains 93608 members 
Mstep: Class 12 contains 14594 members 
Mstep: Class 13 contains 91631 members 
Mstep: Class 14 contains 112656 members 
Mstep: Class 15 contains 33453 members 
Mstep: Class 16 contains 37673 members 
Mstep: Class 17 contains 13863 members 
Mstep: Class 18 contains 8531 members 
Mstep: Class 19 contains 14136 members 
Mstep: Class 20 contains 17823 members 
Mstep: Class 21 contains 8006 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128888 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 167929 members 
Mstep: Class 26 contains 68006 members 
Mstep: Class 27 contains 22395 members 
Mstep: Class 28 contains 3532 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80479 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27323 members 
Mstep: Class 34 contains 61216 members 
Mstep: Class 35 contains 33692 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12257 members 
Mstep: Class 38 contains 8739 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594672.000000 Penalty: 142798.250000
Iteration 201Q: 41 clusters Score -2.055947e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 245978 members 
Mstep: Class 3 contains 164288 members 
Mstep: Class 4 contains 16136 members 
Mstep: Class 5 contains 46539 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156427 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 93591 members 
Mstep: Class 12 contains 14587 members 
Mstep: Class 13 contains 91572 members 
Mstep: Class 14 contains 112637 members 
Mstep: Class 15 contains 33468 members 
Mstep: Class 16 contains 37676 members 
Mstep: Class 17 contains 13863 members 
Mstep: Class 18 contains 8538 members 
Mstep: Class 19 contains 14144 members 
Mstep: Class 20 contains 17822 members 
Mstep: Class 21 contains 8004 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128905 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 167926 members 
Mstep: Class 26 contains 68013 members 
Mstep: Class 27 contains 22389 members 
Mstep: Class 28 contains 3543 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80469 members 
Mstep: Class 31 contains 8625 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27328 members 
Mstep: Class 34 contains 61249 members 
Mstep: Class 35 contains 33693 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12271 members 
Mstep: Class 38 contains 8756 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594848.000000 Penalty: 142798.250000
Iteration 202Q: 41 clusters Score -2.055948e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 245984 members 
Mstep: Class 3 contains 164210 members 
Mstep: Class 4 contains 16139 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4924 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156505 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 93582 members 
Mstep: Class 12 contains 14579 members 
Mstep: Class 13 contains 91507 members 
Mstep: Class 14 contains 112607 members 
Mstep: Class 15 contains 33487 members 
Mstep: Class 16 contains 37674 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 14160 members 
Mstep: Class 20 contains 17829 members 
Mstep: Class 21 contains 8001 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128934 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 167929 members 
Mstep: Class 26 contains 68015 members 
Mstep: Class 27 contains 22376 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80458 members 
Mstep: Class 31 contains 8627 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27331 members 
Mstep: Class 34 contains 61283 members 
Mstep: Class 35 contains 33686 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12275 members 
Mstep: Class 38 contains 8765 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595008.000000 Penalty: 142798.250000
Iteration 203Q: 41 clusters Score -2.05595e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 245992 members 
Mstep: Class 3 contains 164135 members 
Mstep: Class 4 contains 16140 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4917 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156588 members 
Mstep: Class 10 contains 10291 members 
Mstep: Class 11 contains 93582 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 91451 members 
Mstep: Class 14 contains 112578 members 
Mstep: Class 15 contains 33495 members 
Mstep: Class 16 contains 37669 members 
Mstep: Class 17 contains 13865 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14162 members 
Mstep: Class 20 contains 17823 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128957 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 167937 members 
Mstep: Class 26 contains 68022 members 
Mstep: Class 27 contains 22370 members 
Mstep: Class 28 contains 3563 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80457 members 
Mstep: Class 31 contains 8631 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27338 members 
Mstep: Class 34 contains 61303 members 
Mstep: Class 35 contains 33678 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12283 members 
Mstep: Class 38 contains 8780 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595072.000000 Penalty: 142798.250000
Iteration 204Q: 41 clusters Score -2.055951e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 246004 members 
Mstep: Class 3 contains 164070 members 
Mstep: Class 4 contains 16149 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4914 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156663 members 
Mstep: Class 10 contains 10301 members 
Mstep: Class 11 contains 93576 members 
Mstep: Class 12 contains 14558 members 
Mstep: Class 13 contains 91396 members 
Mstep: Class 14 contains 112552 members 
Mstep: Class 15 contains 33511 members 
Mstep: Class 16 contains 37665 members 
Mstep: Class 17 contains 13867 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 14173 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 7987 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128977 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 167931 members 
Mstep: Class 26 contains 68026 members 
Mstep: Class 27 contains 22361 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80457 members 
Mstep: Class 31 contains 8634 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27345 members 
Mstep: Class 34 contains 61305 members 
Mstep: Class 35 contains 33666 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12294 members 
Mstep: Class 38 contains 8791 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595152.000000 Penalty: 142798.250000
Iteration 205Q: 41 clusters Score -2.055952e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 246021 members 
Mstep: Class 3 contains 163998 members 
Mstep: Class 4 contains 16148 members 
Mstep: Class 5 contains 46570 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4909 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156776 members 
Mstep: Class 10 contains 10301 members 
Mstep: Class 11 contains 93565 members 
Mstep: Class 12 contains 14552 members 
Mstep: Class 13 contains 91346 members 
Mstep: Class 14 contains 112525 members 
Mstep: Class 15 contains 33529 members 
Mstep: Class 16 contains 37666 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14182 members 
Mstep: Class 20 contains 17811 members 
Mstep: Class 21 contains 7979 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 128992 members 
Mstep: Class 24 contains 7027 members 
Mstep: Class 25 contains 167934 members 
Mstep: Class 26 contains 68026 members 
Mstep: Class 27 contains 22342 members 
Mstep: Class 28 contains 3577 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80458 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27349 members 
Mstep: Class 34 contains 61304 members 
Mstep: Class 35 contains 33658 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12304 members 
Mstep: Class 38 contains 8808 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595232.000000 Penalty: 142798.250000
Iteration 206Q: 41 clusters Score -2.055952e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 246035 members 
Mstep: Class 3 contains 163918 members 
Mstep: Class 4 contains 16149 members 
Mstep: Class 5 contains 46578 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156876 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 93553 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 91276 members 
Mstep: Class 14 contains 112503 members 
Mstep: Class 15 contains 33542 members 
Mstep: Class 16 contains 37659 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14186 members 
Mstep: Class 20 contains 17811 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129015 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 167947 members 
Mstep: Class 26 contains 68027 members 
Mstep: Class 27 contains 22331 members 
Mstep: Class 28 contains 3583 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80457 members 
Mstep: Class 31 contains 8638 members 
Mstep: Class 32 contains 3215 members 
Mstep: Class 33 contains 27349 members 
Mstep: Class 34 contains 61297 members 
Mstep: Class 35 contains 33659 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12312 members 
Mstep: Class 38 contains 8827 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595072.000000 Penalty: 142798.250000
Iteration 207Q: 41 clusters Score -2.055951e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 246056 members 
Mstep: Class 3 contains 163851 members 
Mstep: Class 4 contains 16151 members 
Mstep: Class 5 contains 46589 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 4906 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156963 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 93534 members 
Mstep: Class 12 contains 14543 members 
Mstep: Class 13 contains 91207 members 
Mstep: Class 14 contains 112481 members 
Mstep: Class 15 contains 33560 members 
Mstep: Class 16 contains 37650 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 14195 members 
Mstep: Class 20 contains 17808 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129041 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167946 members 
Mstep: Class 26 contains 68033 members 
Mstep: Class 27 contains 22315 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80455 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 3216 members 
Mstep: Class 33 contains 27353 members 
Mstep: Class 34 contains 61289 members 
Mstep: Class 35 contains 33663 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12316 members 
Mstep: Class 38 contains 8846 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595136.000000 Penalty: 142798.250000
Iteration 208Q: 41 clusters Score -2.055951e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 246083 members 
Mstep: Class 3 contains 163828 members 
Mstep: Class 4 contains 16155 members 
Mstep: Class 5 contains 46591 members 
Mstep: Class 6 contains 38111 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157031 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 93526 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 91154 members 
Mstep: Class 14 contains 112454 members 
Mstep: Class 15 contains 33573 members 
Mstep: Class 16 contains 37645 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8556 members 
Mstep: Class 19 contains 14207 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129054 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167947 members 
Mstep: Class 26 contains 68038 members 
Mstep: Class 27 contains 22303 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80452 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27358 members 
Mstep: Class 34 contains 61270 members 
Mstep: Class 35 contains 33649 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12321 members 
Mstep: Class 38 contains 8862 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205594944.000000 Penalty: 142798.250000
Iteration 209Q: 41 clusters Score -2.055949e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 246097 members 
Mstep: Class 3 contains 163804 members 
Mstep: Class 4 contains 16156 members 
Mstep: Class 5 contains 46594 members 
Mstep: Class 6 contains 38111 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157085 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 93518 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 91114 members 
Mstep: Class 14 contains 112433 members 
Mstep: Class 15 contains 33585 members 
Mstep: Class 16 contains 37640 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8556 members 
Mstep: Class 19 contains 14216 members 
Mstep: Class 20 contains 17799 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129070 members 
Mstep: Class 24 contains 7026 members 
Mstep: Class 25 contains 167942 members 
Mstep: Class 26 contains 68041 members 
Mstep: Class 27 contains 22287 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80450 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27373 members 
Mstep: Class 34 contains 61247 members 
Mstep: Class 35 contains 33654 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12322 members 
Mstep: Class 38 contains 8881 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595488.000000 Penalty: 142798.250000
Iteration 210Q: 41 clusters Score -2.055955e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 246126 members 
Mstep: Class 3 contains 163782 members 
Mstep: Class 4 contains 16159 members 
Mstep: Class 5 contains 46603 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157124 members 
Mstep: Class 10 contains 10307 members 
Mstep: Class 11 contains 93519 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 91063 members 
Mstep: Class 14 contains 112415 members 
Mstep: Class 15 contains 33597 members 
Mstep: Class 16 contains 37635 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 14220 members 
Mstep: Class 20 contains 17796 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129089 members 
Mstep: Class 24 contains 7026 members 
Mstep: Class 25 contains 167945 members 
Mstep: Class 26 contains 68043 members 
Mstep: Class 27 contains 22267 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80450 members 
Mstep: Class 31 contains 8657 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27382 members 
Mstep: Class 34 contains 61239 members 
Mstep: Class 35 contains 33652 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12328 members 
Mstep: Class 38 contains 8891 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595088.000000 Penalty: 142798.250000
Iteration 211Q: 41 clusters Score -2.055951e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 246125 members 
Mstep: Class 3 contains 163761 members 
Mstep: Class 4 contains 16166 members 
Mstep: Class 5 contains 46610 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157154 members 
Mstep: Class 10 contains 10307 members 
Mstep: Class 11 contains 93505 members 
Mstep: Class 12 contains 14514 members 
Mstep: Class 13 contains 91020 members 
Mstep: Class 14 contains 112405 members 
Mstep: Class 15 contains 33606 members 
Mstep: Class 16 contains 37633 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 14232 members 
Mstep: Class 20 contains 17795 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129110 members 
Mstep: Class 24 contains 7027 members 
Mstep: Class 25 contains 167942 members 
Mstep: Class 26 contains 68048 members 
Mstep: Class 27 contains 22249 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80448 members 
Mstep: Class 31 contains 8656 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27394 members 
Mstep: Class 34 contains 61238 members 
Mstep: Class 35 contains 33653 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12338 members 
Mstep: Class 38 contains 8902 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595168.000000 Penalty: 142798.250000
Iteration 212Q: 41 clusters Score -2.055952e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 246146 members 
Mstep: Class 3 contains 163738 members 
Mstep: Class 4 contains 16176 members 
Mstep: Class 5 contains 46615 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157198 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93503 members 
Mstep: Class 12 contains 14512 members 
Mstep: Class 13 contains 90974 members 
Mstep: Class 14 contains 112371 members 
Mstep: Class 15 contains 33614 members 
Mstep: Class 16 contains 37629 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8557 members 
Mstep: Class 19 contains 14236 members 
Mstep: Class 20 contains 17798 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129122 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167942 members 
Mstep: Class 26 contains 68053 members 
Mstep: Class 27 contains 22235 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80447 members 
Mstep: Class 31 contains 8660 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27395 members 
Mstep: Class 34 contains 61239 members 
Mstep: Class 35 contains 33634 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12347 members 
Mstep: Class 38 contains 8916 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595280.000000 Penalty: 142798.250000
Iteration 213Q: 41 clusters Score -2.055953e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 246171 members 
Mstep: Class 3 contains 163684 members 
Mstep: Class 4 contains 16181 members 
Mstep: Class 5 contains 46620 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157244 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 93499 members 
Mstep: Class 12 contains 14507 members 
Mstep: Class 13 contains 90916 members 
Mstep: Class 14 contains 112348 members 
Mstep: Class 15 contains 33630 members 
Mstep: Class 16 contains 37623 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 14235 members 
Mstep: Class 20 contains 17796 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129145 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167945 members 
Mstep: Class 26 contains 68057 members 
Mstep: Class 27 contains 22221 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80453 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27398 members 
Mstep: Class 34 contains 61249 members 
Mstep: Class 35 contains 33624 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12361 members 
Mstep: Class 38 contains 8930 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595296.000000 Penalty: 142798.250000
Iteration 214Q: 41 clusters Score -2.055953e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 246202 members 
Mstep: Class 3 contains 163646 members 
Mstep: Class 4 contains 16183 members 
Mstep: Class 5 contains 46625 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157295 members 
Mstep: Class 10 contains 10306 members 
Mstep: Class 11 contains 93503 members 
Mstep: Class 12 contains 14498 members 
Mstep: Class 13 contains 90873 members 
Mstep: Class 14 contains 112316 members 
Mstep: Class 15 contains 33643 members 
Mstep: Class 16 contains 37614 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8560 members 
Mstep: Class 19 contains 14236 members 
Mstep: Class 20 contains 17803 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129172 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167945 members 
Mstep: Class 26 contains 68062 members 
Mstep: Class 27 contains 22193 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80449 members 
Mstep: Class 31 contains 8661 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27400 members 
Mstep: Class 34 contains 61254 members 
Mstep: Class 35 contains 33621 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12376 members 
Mstep: Class 38 contains 8943 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595328.000000 Penalty: 142798.250000
Iteration 215Q: 41 clusters Score -2.055953e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 246224 members 
Mstep: Class 3 contains 163646 members 
Mstep: Class 4 contains 16179 members 
Mstep: Class 5 contains 46624 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157305 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 11 contains 93506 members 
Mstep: Class 12 contains 14494 members 
Mstep: Class 13 contains 90829 members 
Mstep: Class 14 contains 112283 members 
Mstep: Class 15 contains 33652 members 
Mstep: Class 16 contains 37608 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8560 members 
Mstep: Class 19 contains 14244 members 
Mstep: Class 20 contains 17811 members 
Mstep: Class 21 contains 7957 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129188 members 
Mstep: Class 24 contains 7027 members 
Mstep: Class 25 contains 167955 members 
Mstep: Class 26 contains 68064 members 
Mstep: Class 27 contains 22173 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80447 members 
Mstep: Class 31 contains 8663 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27402 members 
Mstep: Class 34 contains 61262 members 
Mstep: Class 35 contains 33617 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12382 members 
Mstep: Class 38 contains 8961 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595328.000000 Penalty: 142798.250000
Iteration 216Q: 41 clusters Score -2.055953e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 246250 members 
Mstep: Class 3 contains 163646 members 
Mstep: Class 4 contains 16173 members 
Mstep: Class 5 contains 46625 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157312 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 93507 members 
Mstep: Class 12 contains 14491 members 
Mstep: Class 13 contains 90783 members 
Mstep: Class 14 contains 112254 members 
Mstep: Class 15 contains 33660 members 
Mstep: Class 16 contains 37608 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8558 members 
Mstep: Class 19 contains 14245 members 
Mstep: Class 20 contains 17810 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129202 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167970 members 
Mstep: Class 26 contains 68067 members 
Mstep: Class 27 contains 22155 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80450 members 
Mstep: Class 31 contains 8666 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27403 members 
Mstep: Class 34 contains 61282 members 
Mstep: Class 35 contains 33609 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12387 members 
Mstep: Class 38 contains 8971 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595408.000000 Penalty: 142798.250000
Iteration 217Q: 41 clusters Score -2.055954e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 246282 members 
Mstep: Class 3 contains 163648 members 
Mstep: Class 4 contains 16169 members 
Mstep: Class 5 contains 46625 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157315 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 93497 members 
Mstep: Class 12 contains 14492 members 
Mstep: Class 13 contains 90728 members 
Mstep: Class 14 contains 112224 members 
Mstep: Class 15 contains 33670 members 
Mstep: Class 16 contains 37602 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8555 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 17813 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129214 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167983 members 
Mstep: Class 26 contains 68072 members 
Mstep: Class 27 contains 22140 members 
Mstep: Class 28 contains 3594 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80458 members 
Mstep: Class 31 contains 8667 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27406 members 
Mstep: Class 34 contains 61303 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12397 members 
Mstep: Class 38 contains 8976 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595376.000000 Penalty: 142798.250000
Iteration 218Q: 41 clusters Score -2.055954e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 246297 members 
Mstep: Class 3 contains 163672 members 
Mstep: Class 4 contains 16167 members 
Mstep: Class 5 contains 46629 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4891 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157297 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 93488 members 
Mstep: Class 12 contains 14491 members 
Mstep: Class 13 contains 90671 members 
Mstep: Class 14 contains 112208 members 
Mstep: Class 15 contains 33683 members 
Mstep: Class 16 contains 37595 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8558 members 
Mstep: Class 19 contains 14251 members 
Mstep: Class 20 contains 17815 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129222 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167986 members 
Mstep: Class 26 contains 68078 members 
Mstep: Class 27 contains 22128 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80455 members 
Mstep: Class 31 contains 8672 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27408 members 
Mstep: Class 34 contains 61331 members 
Mstep: Class 35 contains 33593 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12403 members 
Mstep: Class 38 contains 8984 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595456.000000 Penalty: 142798.250000
Iteration 219Q: 41 clusters Score -2.055955e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 246320 members 
Mstep: Class 3 contains 163695 members 
Mstep: Class 4 contains 16173 members 
Mstep: Class 5 contains 46636 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157269 members 
Mstep: Class 10 contains 10307 members 
Mstep: Class 11 contains 93487 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 90622 members 
Mstep: Class 14 contains 112182 members 
Mstep: Class 15 contains 33691 members 
Mstep: Class 16 contains 37591 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 17823 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129229 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 167989 members 
Mstep: Class 26 contains 68089 members 
Mstep: Class 27 contains 22118 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80450 members 
Mstep: Class 31 contains 8675 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27411 members 
Mstep: Class 34 contains 61346 members 
Mstep: Class 35 contains 33589 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12407 members 
Mstep: Class 38 contains 8994 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595984.000000 Penalty: 142798.250000
Iteration 220F: 41 clusters Score -2.05596e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 246344 members 
Mstep: Class 3 contains 163702 members 
Mstep: Class 4 contains 16184 members 
Mstep: Class 5 contains 46643 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157244 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 93485 members 
Mstep: Class 12 contains 14480 members 
Mstep: Class 13 contains 90569 members 
Mstep: Class 14 contains 112157 members 
Mstep: Class 15 contains 33698 members 
Mstep: Class 16 contains 37587 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 14260 members 
Mstep: Class 20 contains 17830 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129239 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 167994 members 
Mstep: Class 26 contains 68092 members 
Mstep: Class 27 contains 22119 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80453 members 
Mstep: Class 31 contains 8674 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27415 members 
Mstep: Class 34 contains 61354 members 
Mstep: Class 35 contains 33589 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12412 members 
Mstep: Class 38 contains 9004 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205595824.000000 Penalty: 142798.250000
Iteration 221Q: 41 clusters Score -2.055958e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 246361 members 
Mstep: Class 3 contains 163707 members 
Mstep: Class 4 contains 16192 members 
Mstep: Class 5 contains 46655 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157238 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93492 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 90528 members 
Mstep: Class 14 contains 112127 members 
Mstep: Class 15 contains 33710 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13873 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 14265 members 
Mstep: Class 20 contains 17835 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129235 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 168004 members 
Mstep: Class 26 contains 68098 members 
Mstep: Class 27 contains 22111 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 80455 members 
Mstep: Class 31 contains 8675 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 61351 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12413 members 
Mstep: Class 38 contains 9020 members 
Mstep: Class 39 contains 672 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596096.000000 Penalty: 142798.250000
Iteration 222Q: 41 clusters Score -2.055961e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 246368 members 
Mstep: Class 3 contains 163734 members 
Mstep: Class 4 contains 16192 members 
Mstep: Class 5 contains 46665 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157212 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 93490 members 
Mstep: Class 12 contains 14469 members 
Mstep: Class 13 contains 90494 members 
Mstep: Class 14 contains 112097 members 
Mstep: Class 15 contains 33713 members 
Mstep: Class 16 contains 37582 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 14270 members 
Mstep: Class 20 contains 17840 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129239 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 168012 members 
Mstep: Class 26 contains 68099 members 
Mstep: Class 27 contains 22098 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 832 members 
Mstep: Class 30 contains 80452 members 
Mstep: Class 31 contains 8676 members 
Mstep: Class 32 contains 3219 members 
Mstep: Class 33 contains 27424 members 
Mstep: Class 34 contains 61351 members 
Mstep: Class 35 contains 33585 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12417 members 
Mstep: Class 38 contains 9035 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596240.000000 Penalty: 142798.250000
Iteration 223Q: 41 clusters Score -2.055962e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 246378 members 
Mstep: Class 3 contains 163766 members 
Mstep: Class 4 contains 16200 members 
Mstep: Class 5 contains 46674 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157190 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 93497 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 90464 members 
Mstep: Class 14 contains 112077 members 
Mstep: Class 15 contains 33722 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 14271 members 
Mstep: Class 20 contains 17843 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129237 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 168020 members 
Mstep: Class 26 contains 68102 members 
Mstep: Class 27 contains 22091 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 80451 members 
Mstep: Class 31 contains 8678 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27432 members 
Mstep: Class 34 contains 61338 members 
Mstep: Class 35 contains 33577 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 9045 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 224Q: 41 clusters Score -2.055963e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 246382 members 
Mstep: Class 3 contains 163809 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 46685 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157150 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 93505 members 
Mstep: Class 12 contains 14460 members 
Mstep: Class 13 contains 90438 members 
Mstep: Class 14 contains 112056 members 
Mstep: Class 15 contains 33733 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14275 members 
Mstep: Class 20 contains 17844 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129239 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 168022 members 
Mstep: Class 26 contains 68103 members 
Mstep: Class 27 contains 22083 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 80449 members 
Mstep: Class 31 contains 8677 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27436 members 
Mstep: Class 34 contains 61339 members 
Mstep: Class 35 contains 33577 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12425 members 
Mstep: Class 38 contains 9051 members 
Mstep: Class 39 contains 669 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 225Q: 41 clusters Score -2.055963e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 246395 members 
Mstep: Class 3 contains 163829 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 46699 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157119 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93509 members 
Mstep: Class 12 contains 14459 members 
Mstep: Class 13 contains 90415 members 
Mstep: Class 14 contains 112034 members 
Mstep: Class 15 contains 33741 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 14279 members 
Mstep: Class 20 contains 17847 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129240 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 168028 members 
Mstep: Class 26 contains 68108 members 
Mstep: Class 27 contains 22077 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 80448 members 
Mstep: Class 31 contains 8678 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27437 members 
Mstep: Class 34 contains 61333 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12427 members 
Mstep: Class 38 contains 9063 members 
Mstep: Class 39 contains 666 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596368.000000 Penalty: 142798.250000
Iteration 226Q: 41 clusters Score -2.055964e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 246412 members 
Mstep: Class 3 contains 163848 members 
Mstep: Class 4 contains 16204 members 
Mstep: Class 5 contains 46703 members 
Mstep: Class 6 contains 38120 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157089 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 93523 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 90387 members 
Mstep: Class 14 contains 112009 members 
Mstep: Class 15 contains 33750 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8570 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 17849 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129238 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 168026 members 
Mstep: Class 26 contains 68110 members 
Mstep: Class 27 contains 22078 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 80444 members 
Mstep: Class 31 contains 8679 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27438 members 
Mstep: Class 34 contains 61330 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12430 members 
Mstep: Class 38 contains 9075 members 
Mstep: Class 39 contains 666 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596368.000000 Penalty: 142798.250000
Iteration 227Q: 41 clusters Score -2.055964e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 246425 members 
Mstep: Class 3 contains 163882 members 
Mstep: Class 4 contains 16206 members 
Mstep: Class 5 contains 46704 members 
Mstep: Class 6 contains 38120 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157067 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93523 members 
Mstep: Class 12 contains 14452 members 
Mstep: Class 13 contains 90361 members 
Mstep: Class 14 contains 111988 members 
Mstep: Class 15 contains 33758 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8569 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17856 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129239 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 168026 members 
Mstep: Class 26 contains 68111 members 
Mstep: Class 27 contains 22080 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 840 members 
Mstep: Class 30 contains 80438 members 
Mstep: Class 31 contains 8679 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27443 members 
Mstep: Class 34 contains 61324 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12431 members 
Mstep: Class 38 contains 9084 members 
Mstep: Class 39 contains 664 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 228Q: 41 clusters Score -2.055964e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 246450 members 
Mstep: Class 3 contains 163926 members 
Mstep: Class 4 contains 16206 members 
Mstep: Class 5 contains 46705 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157034 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 93529 members 
Mstep: Class 12 contains 14446 members 
Mstep: Class 13 contains 90335 members 
Mstep: Class 14 contains 111963 members 
Mstep: Class 15 contains 33772 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17856 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129238 members 
Mstep: Class 24 contains 7030 members 
Mstep: Class 25 contains 168024 members 
Mstep: Class 26 contains 68113 members 
Mstep: Class 27 contains 22079 members 
Mstep: Class 28 contains 3610 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80437 members 
Mstep: Class 31 contains 8679 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27446 members 
Mstep: Class 34 contains 61324 members 
Mstep: Class 35 contains 33577 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12435 members 
Mstep: Class 38 contains 9090 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596336.000000 Penalty: 142798.250000
Iteration 229Q: 41 clusters Score -2.055963e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 246462 members 
Mstep: Class 3 contains 163965 members 
Mstep: Class 4 contains 16211 members 
Mstep: Class 5 contains 46707 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156992 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93533 members 
Mstep: Class 12 contains 14444 members 
Mstep: Class 13 contains 90310 members 
Mstep: Class 14 contains 111937 members 
Mstep: Class 15 contains 33782 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17860 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129238 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 168025 members 
Mstep: Class 26 contains 68120 members 
Mstep: Class 27 contains 22079 members 
Mstep: Class 28 contains 3612 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80438 members 
Mstep: Class 31 contains 8679 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27450 members 
Mstep: Class 34 contains 61327 members 
Mstep: Class 35 contains 33577 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12437 members 
Mstep: Class 38 contains 9095 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596240.000000 Penalty: 142798.250000
Iteration 230Q: 41 clusters Score -2.055962e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 246472 members 
Mstep: Class 3 contains 163995 members 
Mstep: Class 4 contains 16212 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156960 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93546 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 90271 members 
Mstep: Class 14 contains 111922 members 
Mstep: Class 15 contains 33798 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17867 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129243 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 168026 members 
Mstep: Class 26 contains 68124 members 
Mstep: Class 27 contains 22082 members 
Mstep: Class 28 contains 3615 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80436 members 
Mstep: Class 31 contains 8678 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27451 members 
Mstep: Class 34 contains 61321 members 
Mstep: Class 35 contains 33577 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12438 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596288.000000 Penalty: 142798.250000
Iteration 231Q: 41 clusters Score -2.055963e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 246500 members 
Mstep: Class 3 contains 164025 members 
Mstep: Class 4 contains 16212 members 
Mstep: Class 5 contains 46710 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156928 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93553 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 90231 members 
Mstep: Class 14 contains 111907 members 
Mstep: Class 15 contains 33809 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 17867 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129246 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 168026 members 
Mstep: Class 26 contains 68125 members 
Mstep: Class 27 contains 22080 members 
Mstep: Class 28 contains 3616 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80435 members 
Mstep: Class 31 contains 8678 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27456 members 
Mstep: Class 34 contains 61322 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12440 members 
Mstep: Class 38 contains 9104 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 232Q: 41 clusters Score -2.055964e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 246520 members 
Mstep: Class 3 contains 164049 members 
Mstep: Class 4 contains 16211 members 
Mstep: Class 5 contains 46711 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156908 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93558 members 
Mstep: Class 12 contains 14425 members 
Mstep: Class 13 contains 90197 members 
Mstep: Class 14 contains 111894 members 
Mstep: Class 15 contains 33816 members 
Mstep: Class 16 contains 37570 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8567 members 
Mstep: Class 19 contains 14279 members 
Mstep: Class 20 contains 17866 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129248 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168027 members 
Mstep: Class 26 contains 68125 members 
Mstep: Class 27 contains 22077 members 
Mstep: Class 28 contains 3615 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80436 members 
Mstep: Class 31 contains 8679 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27466 members 
Mstep: Class 34 contains 61321 members 
Mstep: Class 35 contains 33585 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12442 members 
Mstep: Class 38 contains 9107 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596288.000000 Penalty: 142798.250000
Iteration 233Q: 41 clusters Score -2.055963e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 246535 members 
Mstep: Class 3 contains 164099 members 
Mstep: Class 4 contains 16216 members 
Mstep: Class 5 contains 46713 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156873 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 93564 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 90161 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 15 contains 33824 members 
Mstep: Class 16 contains 37570 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 14275 members 
Mstep: Class 20 contains 17864 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129258 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168024 members 
Mstep: Class 26 contains 68122 members 
Mstep: Class 27 contains 22075 members 
Mstep: Class 28 contains 3614 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80435 members 
Mstep: Class 31 contains 8681 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27473 members 
Mstep: Class 34 contains 61315 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12445 members 
Mstep: Class 38 contains 9115 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596432.000000 Penalty: 142798.250000
Iteration 234Q: 41 clusters Score -2.055964e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 246547 members 
Mstep: Class 3 contains 164142 members 
Mstep: Class 4 contains 16221 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156839 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 93576 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 90134 members 
Mstep: Class 14 contains 111855 members 
Mstep: Class 15 contains 33827 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 14276 members 
Mstep: Class 20 contains 17859 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129261 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168025 members 
Mstep: Class 26 contains 68121 members 
Mstep: Class 27 contains 22075 members 
Mstep: Class 28 contains 3614 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80434 members 
Mstep: Class 31 contains 8681 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27482 members 
Mstep: Class 34 contains 61315 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12446 members 
Mstep: Class 38 contains 9119 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596464.000000 Penalty: 142798.250000
Iteration 235Q: 41 clusters Score -2.055965e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 246559 members 
Mstep: Class 3 contains 164176 members 
Mstep: Class 4 contains 16229 members 
Mstep: Class 5 contains 46719 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156803 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 93583 members 
Mstep: Class 12 contains 14422 members 
Mstep: Class 13 contains 90106 members 
Mstep: Class 14 contains 111835 members 
Mstep: Class 15 contains 33836 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 17858 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129268 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168025 members 
Mstep: Class 26 contains 68122 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 3615 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80430 members 
Mstep: Class 31 contains 8682 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27483 members 
Mstep: Class 34 contains 61310 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12448 members 
Mstep: Class 38 contains 9125 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596464.000000 Penalty: 142798.250000
Iteration 236Q: 41 clusters Score -2.055965e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 246570 members 
Mstep: Class 3 contains 164196 members 
Mstep: Class 4 contains 16234 members 
Mstep: Class 5 contains 46724 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156779 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 93588 members 
Mstep: Class 12 contains 14420 members 
Mstep: Class 13 contains 90087 members 
Mstep: Class 14 contains 111822 members 
Mstep: Class 15 contains 33839 members 
Mstep: Class 16 contains 37570 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8562 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17855 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129273 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168025 members 
Mstep: Class 26 contains 68121 members 
Mstep: Class 27 contains 22075 members 
Mstep: Class 28 contains 3616 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80429 members 
Mstep: Class 31 contains 8681 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27486 members 
Mstep: Class 34 contains 61306 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12451 members 
Mstep: Class 38 contains 9132 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596384.000000 Penalty: 142798.250000
Iteration 237Q: 41 clusters Score -2.055964e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 246581 members 
Mstep: Class 3 contains 164224 members 
Mstep: Class 4 contains 16240 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156740 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 93599 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 90065 members 
Mstep: Class 14 contains 111814 members 
Mstep: Class 15 contains 33843 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17853 members 
Mstep: Class 21 contains 7957 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129274 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168025 members 
Mstep: Class 26 contains 68121 members 
Mstep: Class 27 contains 22076 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80429 members 
Mstep: Class 31 contains 8682 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27487 members 
Mstep: Class 34 contains 61309 members 
Mstep: Class 35 contains 33585 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 9135 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596352.000000 Penalty: 142798.250000
Iteration 238Q: 41 clusters Score -2.055964e+08 nChanged 191
Entering ConstructFrom: 
Score: -205596352.000000 Penalty: 142798.250000
Entering ConstructFrom: 
Trying to split cluster 1 (18855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Entering Unmasked Estep 
Score: -2145354.750000 Penalty: 2441.444092
	Iteration 0F: 2 clusters Score -2145355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2132063.250000 Penalty: 4882.888184
	Iteration 0F: 3 clusters Score -2132063 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2136736.000000 Penalty: 4882.888184
	Iteration 1F: 3 clusters Score -2136736 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2137294.500000 Penalty: 4882.888184
	Iteration 2F: 3 clusters Score -2137294 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2137824.750000 Penalty: 4882.888184
	Iteration 3F: 3 clusters Score -2137825 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2138296.250000 Penalty: 4882.888184
	Iteration 4F: 3 clusters Score -2138296 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2138783.250000 Penalty: 4882.888184
	Iteration 5F: 3 clusters Score -2138783 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2139315.000000 Penalty: 4882.888184
	Iteration 6Q: 3 clusters Score -2139315 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2139905.500000 Penalty: 4882.888184
	Iteration 7F: 3 clusters Score -2139906 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2140489.500000 Penalty: 4882.888184
	Iteration 8F: 3 clusters Score -2140490 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2141054.500000 Penalty: 4882.888184
	Iteration 9Q: 3 clusters Score -2141054 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2141453.000000 Penalty: 4882.888184
	Iteration 10Q: 3 clusters Score -2141453 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2141761.750000 Penalty: 4882.888184
	Iteration 11Q: 3 clusters Score -2141762 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2141982.000000 Penalty: 4882.888184
	Iteration 12Q: 3 clusters Score -2141982 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2142128.000000 Penalty: 4882.888184
	Iteration 13Q: 3 clusters Score -2142128 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2142220.250000 Penalty: 4882.888184
	Iteration 14Q: 3 clusters Score -2142220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2142277.000000 Penalty: 4882.888184
	Iteration 15Q: 3 clusters Score -2142277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2142313.750000 Penalty: 4882.888184
	Iteration 16Q: 3 clusters Score -2142314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2142335.250000 Penalty: 4882.888184
	Iteration 17Q: 3 clusters Score -2142335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2142351.500000 Penalty: 4882.888184
	Iteration 18Q: 3 clusters Score -2142352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2142364.250000 Penalty: 4882.888184
	Iteration 19Q: 3 clusters Score -2142364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2142386.500000 Penalty: 4882.888184
	Iteration 20F: 3 clusters Score -2142386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2142406.750000 Penalty: 4882.888184
	Iteration 21Q: 3 clusters Score -2142407 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2142429.750000 Penalty: 4882.888184
	Iteration 22Q: 3 clusters Score -2142430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2142450.500000 Penalty: 4882.888184
	Iteration 23Q: 3 clusters Score -2142450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2142474.750000 Penalty: 4882.888184
	Iteration 24Q: 3 clusters Score -2142475 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2142509.500000 Penalty: 4882.888184
	Iteration 25Q: 3 clusters Score -2142510 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2142545.500000 Penalty: 4882.888184
	Iteration 26Q: 3 clusters Score -2142546 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2142586.000000 Penalty: 4882.888184
	Iteration 27Q: 3 clusters Score -2142586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2142662.000000 Penalty: 4882.888184
	Iteration 28Q: 3 clusters Score -2142662 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2142728.500000 Penalty: 4882.888184
	Iteration 29Q: 3 clusters Score -2142728 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2142813.500000 Penalty: 4882.888184
	Iteration 30Q: 3 clusters Score -2142814 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2142901.000000 Penalty: 4882.888184
	Iteration 31Q: 3 clusters Score -2142901 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2142979.500000 Penalty: 4882.888184
	Iteration 32Q: 3 clusters Score -2142980 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2143099.750000 Penalty: 4882.888184
	Iteration 33Q: 3 clusters Score -2143100 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2143225.250000 Penalty: 4882.888184
	Iteration 34Q: 3 clusters Score -2143225 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2143364.000000 Penalty: 4882.888184
	Iteration 35Q: 3 clusters Score -2143364 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2143513.500000 Penalty: 4882.888184
	Iteration 36Q: 3 clusters Score -2143514 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2143654.000000 Penalty: 4882.888184
	Iteration 37Q: 3 clusters Score -2143654 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2143812.750000 Penalty: 4882.888184
	Iteration 38Q: 3 clusters Score -2143813 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2143958.500000 Penalty: 4882.888184
	Iteration 39Q: 3 clusters Score -2143958 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2144104.250000 Penalty: 4882.888184
	Iteration 40F: 3 clusters Score -2144104 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2144208.750000 Penalty: 4882.888184
	Iteration 41Q: 3 clusters Score -2144209 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2144282.250000 Penalty: 4882.888184
	Iteration 42Q: 3 clusters Score -2144282 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2144343.500000 Penalty: 4882.888184
	Iteration 43Q: 3 clusters Score -2144344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2144388.000000 Penalty: 4882.888184
	Iteration 44Q: 3 clusters Score -2144388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2144429.750000 Penalty: 4882.888184
	Iteration 45Q: 3 clusters Score -2144430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2144456.750000 Penalty: 4882.888184
	Iteration 46Q: 3 clusters Score -2144457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2144467.000000 Penalty: 4882.888184
	Iteration 47Q: 3 clusters Score -2144467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2144479.500000 Penalty: 4882.888184
	Iteration 48Q: 3 clusters Score -2144480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2144486.250000 Penalty: 4882.888184
	Iteration 49Q: 3 clusters Score -2144486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2144498.750000 Penalty: 4882.888184
	Iteration 50Q: 3 clusters Score -2144499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2144499.500000 Penalty: 4882.888184
	Iteration 51Q: 3 clusters Score -2144500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2144499.250000 Penalty: 4882.888184
	Iteration 52Q: 3 clusters Score -2144499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2144498.000000 Penalty: 4882.888184
	Iteration 53Q: 3 clusters Score -2144498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2144507.750000 Penalty: 4882.888184
	Iteration 54Q: 3 clusters Score -2144508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2144507.250000 Penalty: 4882.888184
	Iteration 55Q: 3 clusters Score -2144507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2144511.250000 Penalty: 4882.888184
	Iteration 56Q: 3 clusters Score -2144511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2144501.500000 Penalty: 4882.888184
	Iteration 57Q: 3 clusters Score -2144502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2144509.000000 Penalty: 4882.888184
	Iteration 58Q: 3 clusters Score -2144509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2144512.500000 Penalty: 4882.888184
	Iteration 59Q: 3 clusters Score -2144512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2144516.750000 Penalty: 4882.888184
	Iteration 60F: 3 clusters Score -2144517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2144524.250000 Penalty: 4882.888184
	Iteration 61Q: 3 clusters Score -2144524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2144528.000000 Penalty: 4882.888184
	Iteration 62Q: 3 clusters Score -2144528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2144526.250000 Penalty: 4882.888184
	Iteration 63Q: 3 clusters Score -2144526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2144525.500000 Penalty: 4882.888184
	Iteration 64Q: 3 clusters Score -2144526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2144525.750000 Penalty: 4882.888184
	Iteration 65Q: 3 clusters Score -2144526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2144525.750000 Penalty: 4882.888184
	Iteration 66F: 3 clusters Score -2144526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246595 members 
Entering Unmasked Estep 
Score: -28889184.000000 Penalty: 3079.044678
	Iteration 0F: 2 clusters Score -2.888918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 123494 members 
Entering Unmasked Estep 
Score: -28723236.000000 Penalty: 6158.089355
	Iteration 0F: 3 clusters Score -2.872324e+07 nChanged 119084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -28793448.000000 Penalty: 6158.089355
	Iteration 1F: 3 clusters Score -2.879345e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -28794914.000000 Penalty: 6158.089355
	Iteration 2Q: 3 clusters Score -2.879491e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108383 members 
Mstep: Class 2 contains 138212 members 
Entering Unmasked Estep 
Score: -28797476.000000 Penalty: 6158.089355
	Iteration 3Q: 3 clusters Score -2.879748e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99405 members 
Mstep: Class 2 contains 147190 members 
Entering Unmasked Estep 
Score: -28801610.000000 Penalty: 6158.089355
	Iteration 4Q: 3 clusters Score -2.880161e+07 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 160263 members 
Entering Unmasked Estep 
Score: -28809358.000000 Penalty: 6158.089355
	Iteration 5F: 3 clusters Score -2.880936e+07 nChanged 18425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -28822008.000000 Penalty: 6158.089355
	Iteration 6F: 3 clusters Score -2.882201e+07 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 199336 members 
Entering Unmasked Estep 
Score: -28839954.000000 Penalty: 6158.089355
	Iteration 7F: 3 clusters Score -2.883995e+07 nChanged 20625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 219897 members 
Entering Unmasked Estep 
Score: -28860128.000000 Penalty: 6158.089355
	Iteration 8F: 3 clusters Score -2.886013e+07 nChanged 14777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 234644 members 
Entering Unmasked Estep 
Score: -28874962.000000 Penalty: 6158.089355
	Iteration 9F: 3 clusters Score -2.887496e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 242369 members 
Entering Unmasked Estep 
Score: -28882678.000000 Penalty: 6158.089355
	Iteration 10Q: 3 clusters Score -2.888268e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 245133 members 
Entering Unmasked Estep 
Score: -28885370.000000 Penalty: 6158.089355
	Iteration 11Q: 3 clusters Score -2.888537e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 245924 members 
Entering Unmasked Estep 
Score: -28886056.000000 Penalty: 6158.089355
	Iteration 12Q: 3 clusters Score -2.888606e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 246128 members 
Entering Unmasked Estep 
Score: -28886374.000000 Penalty: 6158.089355
	Iteration 13Q: 3 clusters Score -2.888637e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 246185 members 
Entering Unmasked Estep 
Score: -28886460.000000 Penalty: 6158.089355
	Iteration 14Q: 3 clusters Score -2.888646e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 246200 members 
Entering Unmasked Estep 
Score: -28886530.000000 Penalty: 6158.089355
	Iteration 15Q: 3 clusters Score -2.888653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 246205 members 
Entering Unmasked Estep 
Score: -28886574.000000 Penalty: 6158.089355
	Iteration 16Q: 3 clusters Score -2.888657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 246207 members 
Entering Unmasked Estep 
Score: -28886574.000000 Penalty: 6158.089355
	Iteration 17Q: 3 clusters Score -2.888657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 246210 members 
Entering Unmasked Estep 
Score: -28886592.000000 Penalty: 6158.089355
	Iteration 18Q: 3 clusters Score -2.888659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 246211 members 
Entering Unmasked Estep 
Score: -28886602.000000 Penalty: 6158.089355
	Iteration 19Q: 3 clusters Score -2.88866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 246215 members 
Entering Unmasked Estep 
Score: -28886608.000000 Penalty: 6158.089355
	Iteration 20F: 3 clusters Score -2.888661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 246224 members 
Entering Unmasked Estep 
Score: -28886630.000000 Penalty: 6158.089355
	Iteration 21Q: 3 clusters Score -2.888663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 246226 members 
Entering Unmasked Estep 
Score: -28886628.000000 Penalty: 6158.089355
	Iteration 22Q: 3 clusters Score -2.888663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 246228 members 
Entering Unmasked Estep 
Score: -28886634.000000 Penalty: 6158.089355
	Iteration 23Q: 3 clusters Score -2.888663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 246226 members 
Entering Unmasked Estep 
Score: -28886622.000000 Penalty: 6158.089355
	Iteration 24Q: 3 clusters Score -2.888662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 246229 members 
Entering Unmasked Estep 
Score: -28886636.000000 Penalty: 6158.089355
	Iteration 25Q: 3 clusters Score -2.888664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 246230 members 
Entering Unmasked Estep 
Score: -28886646.000000 Penalty: 6158.089355
	Iteration 26Q: 3 clusters Score -2.888665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 246229 members 
Entering Unmasked Estep 
Score: -28886638.000000 Penalty: 6158.089355
	Iteration 27Q: 3 clusters Score -2.888664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 246230 members 
Entering Unmasked Estep 
Score: -28886634.000000 Penalty: 6158.089355
	Iteration 28Q: 3 clusters Score -2.888663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 246230 members 
Entering Unmasked Estep 
Score: -28886634.000000 Penalty: 6158.089355
	Iteration 29F: 3 clusters Score -2.888663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Entering Unmasked Estep 
Score: -19688932.000000 Penalty: 2978.287598
	Iteration 0F: 2 clusters Score -1.968893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -19580806.000000 Penalty: 5956.575195
	Iteration 0F: 3 clusters Score -1.958081e+07 nChanged 78414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -19626530.000000 Penalty: 5956.575195
	Iteration 1F: 3 clusters Score -1.962653e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -19628096.000000 Penalty: 5956.575195
	Iteration 2Q: 3 clusters Score -1.96281e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -19630834.000000 Penalty: 5956.575195
	Iteration 3Q: 3 clusters Score -1.963083e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -19635820.000000 Penalty: 5956.575195
	Iteration 4F: 3 clusters Score -1.963582e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -19644296.000000 Penalty: 5956.575195
	Iteration 5F: 3 clusters Score -1.96443e+07 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130466 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -19655996.000000 Penalty: 5956.575195
	Iteration 6F: 3 clusters Score -1.9656e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -19668470.000000 Penalty: 5956.575195
	Iteration 7F: 3 clusters Score -1.966847e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153734 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -19678062.000000 Penalty: 5956.575195
	Iteration 8F: 3 clusters Score -1.967806e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159715 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -19682868.000000 Penalty: 5956.575195
	Iteration 9Q: 3 clusters Score -1.968287e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162466 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -19684924.000000 Penalty: 5956.575195
	Iteration 10Q: 3 clusters Score -1.968492e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19685754.000000 Penalty: 5956.575195
	Iteration 11Q: 3 clusters Score -1.968575e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19686000.000000 Penalty: 5956.575195
	Iteration 12Q: 3 clusters Score -1.9686e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19686102.000000 Penalty: 5956.575195
	Iteration 13Q: 3 clusters Score -1.96861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19686204.000000 Penalty: 5956.575195
	Iteration 14Q: 3 clusters Score -1.96862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19686252.000000 Penalty: 5956.575195
	Iteration 15Q: 3 clusters Score -1.968625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19686290.000000 Penalty: 5956.575195
	Iteration 16Q: 3 clusters Score -1.968629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19686330.000000 Penalty: 5956.575195
	Iteration 17Q: 3 clusters Score -1.968633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19686330.000000 Penalty: 5956.575195
	Iteration 18Q: 3 clusters Score -1.968633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19686334.000000 Penalty: 5956.575195
	Iteration 19Q: 3 clusters Score -1.968633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19686336.000000 Penalty: 5956.575195
	Iteration 20F: 3 clusters Score -1.968634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19686360.000000 Penalty: 5956.575195
	Iteration 21Q: 3 clusters Score -1.968636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19686366.000000 Penalty: 5956.575195
	Iteration 22Q: 3 clusters Score -1.968637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19686378.000000 Penalty: 5956.575195
	Iteration 23Q: 3 clusters Score -1.968638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164010 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19686372.000000 Penalty: 5956.575195
	Iteration 24Q: 3 clusters Score -1.968637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164010 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19686372.000000 Penalty: 5956.575195
	Iteration 25F: 3 clusters Score -1.968637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Entering Unmasked Estep 
Score: -1823594.125000 Penalty: 2404.402588
	Iteration 0F: 2 clusters Score -1823594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1812080.500000 Penalty: 4808.805176
	Iteration 0F: 3 clusters Score -1812080 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1815907.125000 Penalty: 4808.805176
	Iteration 1F: 3 clusters Score -1815907 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1816459.875000 Penalty: 4808.805176
	Iteration 2F: 3 clusters Score -1816460 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1816985.000000 Penalty: 4808.805176
	Iteration 3F: 3 clusters Score -1816985 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1817557.000000 Penalty: 4808.805176
	Iteration 4F: 3 clusters Score -1817557 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1818202.750000 Penalty: 4808.805176
	Iteration 5F: 3 clusters Score -1818203 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1818938.375000 Penalty: 4808.805176
	Iteration 6F: 3 clusters Score -1818938 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1819705.875000 Penalty: 4808.805176
	Iteration 7F: 3 clusters Score -1819706 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1820334.500000 Penalty: 4808.805176
	Iteration 8F: 3 clusters Score -1820334 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1820771.875000 Penalty: 4808.805176
	Iteration 9Q: 3 clusters Score -1820772 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1821066.750000 Penalty: 4808.805176
	Iteration 10Q: 3 clusters Score -1821067 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1821280.625000 Penalty: 4808.805176
	Iteration 11Q: 3 clusters Score -1821281 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1821429.250000 Penalty: 4808.805176
	Iteration 12Q: 3 clusters Score -1821429 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1821561.375000 Penalty: 4808.805176
	Iteration 13Q: 3 clusters Score -1821561 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1821663.250000 Penalty: 4808.805176
	Iteration 14Q: 3 clusters Score -1821663 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1821747.375000 Penalty: 4808.805176
	Iteration 15Q: 3 clusters Score -1821747 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1821803.750000 Penalty: 4808.805176
	Iteration 16Q: 3 clusters Score -1821804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1821840.000000 Penalty: 4808.805176
	Iteration 17Q: 3 clusters Score -1821840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1821875.250000 Penalty: 4808.805176
	Iteration 18Q: 3 clusters Score -1821875 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1821906.250000 Penalty: 4808.805176
	Iteration 19Q: 3 clusters Score -1821906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1821925.625000 Penalty: 4808.805176
	Iteration 20F: 3 clusters Score -1821926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1821940.875000 Penalty: 4808.805176
	Iteration 21Q: 3 clusters Score -1821941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1821962.000000 Penalty: 4808.805176
	Iteration 22Q: 3 clusters Score -1821962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1821972.625000 Penalty: 4808.805176
	Iteration 23Q: 3 clusters Score -1821973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1821993.250000 Penalty: 4808.805176
	Iteration 24Q: 3 clusters Score -1821993 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1822006.875000 Penalty: 4808.805176
	Iteration 25Q: 3 clusters Score -1822007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1822015.250000 Penalty: 4808.805176
	Iteration 26Q: 3 clusters Score -1822015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1822026.250000 Penalty: 4808.805176
	Iteration 27Q: 3 clusters Score -1822026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1822036.125000 Penalty: 4808.805176
	Iteration 28Q: 3 clusters Score -1822036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1822041.625000 Penalty: 4808.805176
	Iteration 29Q: 3 clusters Score -1822042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1822047.625000 Penalty: 4808.805176
	Iteration 30Q: 3 clusters Score -1822048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1822049.625000 Penalty: 4808.805176
	Iteration 31Q: 3 clusters Score -1822050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1822050.625000 Penalty: 4808.805176
	Iteration 32Q: 3 clusters Score -1822051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1822056.625000 Penalty: 4808.805176
	Iteration 33Q: 3 clusters Score -1822057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1822059.500000 Penalty: 4808.805176
	Iteration 34Q: 3 clusters Score -1822060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1822062.000000 Penalty: 4808.805176
	Iteration 35Q: 3 clusters Score -1822062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1822063.625000 Penalty: 4808.805176
	Iteration 36Q: 3 clusters Score -1822064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1822062.375000 Penalty: 4808.805176
	Iteration 37Q: 3 clusters Score -1822062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1822061.625000 Penalty: 4808.805176
	Iteration 38Q: 3 clusters Score -1822062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1822065.500000 Penalty: 4808.805176
	Iteration 39Q: 3 clusters Score -1822066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1822063.500000 Penalty: 4808.805176
	Iteration 40F: 3 clusters Score -1822064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1822061.500000 Penalty: 4808.805176
	Iteration 41Q: 3 clusters Score -1822062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1822061.500000 Penalty: 4808.805176
	Iteration 42F: 3 clusters Score -1822062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Entering Unmasked Estep 
Score: -5465135.500000 Penalty: 2666.541748
	Iteration 0F: 2 clusters Score -5465136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5433582.500000 Penalty: 5333.083496
	Iteration 0F: 3 clusters Score -5433582 nChanged 21540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5445526.000000 Penalty: 5333.083496
	Iteration 1F: 3 clusters Score -5445526 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5446205.000000 Penalty: 5333.083496
	Iteration 2Q: 3 clusters Score -5446205 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5446881.500000 Penalty: 5333.083496
	Iteration 3Q: 3 clusters Score -5446882 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5447635.000000 Penalty: 5333.083496
	Iteration 4Q: 3 clusters Score -5447635 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5448463.000000 Penalty: 5333.083496
	Iteration 5Q: 3 clusters Score -5448463 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5449343.000000 Penalty: 5333.083496
	Iteration 6Q: 3 clusters Score -5449343 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5450277.000000 Penalty: 5333.083496
	Iteration 7Q: 3 clusters Score -5450277 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5451287.000000 Penalty: 5333.083496
	Iteration 8Q: 3 clusters Score -5451287 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5452217.500000 Penalty: 5333.083496
	Iteration 9Q: 3 clusters Score -5452218 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -5453158.000000 Penalty: 5333.083496
	Iteration 10Q: 3 clusters Score -5453158 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -5454000.500000 Penalty: 5333.083496
	Iteration 11Q: 3 clusters Score -5454000 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -5454920.500000 Penalty: 5333.083496
	Iteration 12Q: 3 clusters Score -5454920 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5455885.000000 Penalty: 5333.083496
	Iteration 13Q: 3 clusters Score -5455885 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5456792.000000 Penalty: 5333.083496
	Iteration 14Q: 3 clusters Score -5456792 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5457710.500000 Penalty: 5333.083496
	Iteration 15Q: 3 clusters Score -5457710 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5458530.500000 Penalty: 5333.083496
	Iteration 16Q: 3 clusters Score -5458530 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -5459374.000000 Penalty: 5333.083496
	Iteration 17Q: 3 clusters Score -5459374 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -5460185.000000 Penalty: 5333.083496
	Iteration 18Q: 3 clusters Score -5460185 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5460816.500000 Penalty: 5333.083496
	Iteration 19Q: 3 clusters Score -5460816 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5461361.500000 Penalty: 5333.083496
	Iteration 20F: 3 clusters Score -5461362 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5461762.000000 Penalty: 5333.083496
	Iteration 21Q: 3 clusters Score -5461762 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5462080.500000 Penalty: 5333.083496
	Iteration 22Q: 3 clusters Score -5462080 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5462309.500000 Penalty: 5333.083496
	Iteration 23Q: 3 clusters Score -5462310 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5462487.000000 Penalty: 5333.083496
	Iteration 24Q: 3 clusters Score -5462487 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5462611.500000 Penalty: 5333.083496
	Iteration 25Q: 3 clusters Score -5462612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5462692.000000 Penalty: 5333.083496
	Iteration 26Q: 3 clusters Score -5462692 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5462756.000000 Penalty: 5333.083496
	Iteration 27Q: 3 clusters Score -5462756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5462814.000000 Penalty: 5333.083496
	Iteration 28Q: 3 clusters Score -5462814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5462861.000000 Penalty: 5333.083496
	Iteration 29Q: 3 clusters Score -5462861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5462895.500000 Penalty: 5333.083496
	Iteration 30Q: 3 clusters Score -5462896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5462924.000000 Penalty: 5333.083496
	Iteration 31Q: 3 clusters Score -5462924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5462961.000000 Penalty: 5333.083496
	Iteration 32Q: 3 clusters Score -5462961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5462985.000000 Penalty: 5333.083496
	Iteration 33Q: 3 clusters Score -5462985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5462999.000000 Penalty: 5333.083496
	Iteration 34Q: 3 clusters Score -5462999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5463002.500000 Penalty: 5333.083496
	Iteration 35Q: 3 clusters Score -5463002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5463011.000000 Penalty: 5333.083496
	Iteration 36Q: 3 clusters Score -5463011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5463015.000000 Penalty: 5333.083496
	Iteration 37Q: 3 clusters Score -5463015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5463012.500000 Penalty: 5333.083496
	Iteration 38Q: 3 clusters Score -5463012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5463012.500000 Penalty: 5333.083496
	Iteration 39Q: 3 clusters Score -5463012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5463013.500000 Penalty: 5333.083496
	Iteration 40F: 3 clusters Score -5463014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5463017.500000 Penalty: 5333.083496
	Iteration 41Q: 3 clusters Score -5463018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5463025.000000 Penalty: 5333.083496
	Iteration 42Q: 3 clusters Score -5463025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5463037.500000 Penalty: 5333.083496
	Iteration 43Q: 3 clusters Score -5463038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5463044.000000 Penalty: 5333.083496
	Iteration 44Q: 3 clusters Score -5463044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5463049.000000 Penalty: 5333.083496
	Iteration 45Q: 3 clusters Score -5463049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5463048.500000 Penalty: 5333.083496
	Iteration 46Q: 3 clusters Score -5463048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5463045.500000 Penalty: 5333.083496
	Iteration 47Q: 3 clusters Score -5463046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5463050.000000 Penalty: 5333.083496
	Iteration 48Q: 3 clusters Score -5463050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5463052.000000 Penalty: 5333.083496
	Iteration 49Q: 3 clusters Score -5463052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5463052.000000 Penalty: 5333.083496
	Iteration 50Q: 3 clusters Score -5463052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5463049.500000 Penalty: 5333.083496
	Iteration 51Q: 3 clusters Score -5463050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5463052.500000 Penalty: 5333.083496
	Iteration 52Q: 3 clusters Score -5463052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5463055.000000 Penalty: 5333.083496
	Iteration 53Q: 3 clusters Score -5463055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5463058.500000 Penalty: 5333.083496
	Iteration 54Q: 3 clusters Score -5463058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5463061.500000 Penalty: 5333.083496
	Iteration 55Q: 3 clusters Score -5463062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5463057.500000 Penalty: 5333.083496
	Iteration 56Q: 3 clusters Score -5463058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5463057.000000 Penalty: 5333.083496
	Iteration 57Q: 3 clusters Score -5463057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5463059.000000 Penalty: 5333.083496
	Iteration 58Q: 3 clusters Score -5463059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5463057.500000 Penalty: 5333.083496
	Iteration 59Q: 3 clusters Score -5463058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5463057.500000 Penalty: 5333.083496
	Iteration 60F: 3 clusters Score -5463058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5463054.000000 Penalty: 5333.083496
	Iteration 61Q: 3 clusters Score -5463054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5463054.000000 Penalty: 5333.083496
	Iteration 62F: 3 clusters Score -5463054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Entering Unmasked Estep 
Score: -4593338.000000 Penalty: 2615.980957
	Iteration 0F: 2 clusters Score -4593338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4567398.500000 Penalty: 5231.961914
	Iteration 0F: 3 clusters Score -4567398 nChanged 17381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4576812.500000 Penalty: 5231.961914
	Iteration 1F: 3 clusters Score -4576812 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4577342.000000 Penalty: 5231.961914
	Iteration 2Q: 3 clusters Score -4577342 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4577813.000000 Penalty: 5231.961914
	Iteration 3Q: 3 clusters Score -4577813 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4578227.500000 Penalty: 5231.961914
	Iteration 4Q: 3 clusters Score -4578228 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4578594.500000 Penalty: 5231.961914
	Iteration 5Q: 3 clusters Score -4578594 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4578970.000000 Penalty: 5231.961914
	Iteration 6Q: 3 clusters Score -4578970 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4579333.000000 Penalty: 5231.961914
	Iteration 7Q: 3 clusters Score -4579333 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4579684.000000 Penalty: 5231.961914
	Iteration 8Q: 3 clusters Score -4579684 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4580101.000000 Penalty: 5231.961914
	Iteration 9Q: 3 clusters Score -4580101 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4580591.000000 Penalty: 5231.961914
	Iteration 10Q: 3 clusters Score -4580591 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4581152.500000 Penalty: 5231.961914
	Iteration 11Q: 3 clusters Score -4581152 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4581780.500000 Penalty: 5231.961914
	Iteration 12Q: 3 clusters Score -4581780 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4582597.500000 Penalty: 5231.961914
	Iteration 13Q: 3 clusters Score -4582598 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4583530.500000 Penalty: 5231.961914
	Iteration 14Q: 3 clusters Score -4583530 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4584550.000000 Penalty: 5231.961914
	Iteration 15Q: 3 clusters Score -4584550 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -4585647.000000 Penalty: 5231.961914
	Iteration 16Q: 3 clusters Score -4585647 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4586628.000000 Penalty: 5231.961914
	Iteration 17Q: 3 clusters Score -4586628 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -4587475.500000 Penalty: 5231.961914
	Iteration 18Q: 3 clusters Score -4587476 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4588243.000000 Penalty: 5231.961914
	Iteration 19Q: 3 clusters Score -4588243 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4588910.000000 Penalty: 5231.961914
	Iteration 20F: 3 clusters Score -4588910 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4589508.500000 Penalty: 5231.961914
	Iteration 21Q: 3 clusters Score -4589508 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4589994.500000 Penalty: 5231.961914
	Iteration 22Q: 3 clusters Score -4589994 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4590335.000000 Penalty: 5231.961914
	Iteration 23Q: 3 clusters Score -4590335 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4590569.500000 Penalty: 5231.961914
	Iteration 24Q: 3 clusters Score -4590570 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4590743.500000 Penalty: 5231.961914
	Iteration 25Q: 3 clusters Score -4590744 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4590853.500000 Penalty: 5231.961914
	Iteration 26Q: 3 clusters Score -4590854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4590966.500000 Penalty: 5231.961914
	Iteration 27Q: 3 clusters Score -4590966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4591031.000000 Penalty: 5231.961914
	Iteration 28Q: 3 clusters Score -4591031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4591085.000000 Penalty: 5231.961914
	Iteration 29Q: 3 clusters Score -4591085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4591136.000000 Penalty: 5231.961914
	Iteration 30Q: 3 clusters Score -4591136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4591189.500000 Penalty: 5231.961914
	Iteration 31Q: 3 clusters Score -4591190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4591226.000000 Penalty: 5231.961914
	Iteration 32Q: 3 clusters Score -4591226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4591246.000000 Penalty: 5231.961914
	Iteration 33Q: 3 clusters Score -4591246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4591258.500000 Penalty: 5231.961914
	Iteration 34Q: 3 clusters Score -4591258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4591262.500000 Penalty: 5231.961914
	Iteration 35Q: 3 clusters Score -4591262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4591274.500000 Penalty: 5231.961914
	Iteration 36Q: 3 clusters Score -4591274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4591283.500000 Penalty: 5231.961914
	Iteration 37Q: 3 clusters Score -4591284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4591282.500000 Penalty: 5231.961914
	Iteration 38Q: 3 clusters Score -4591282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4591294.000000 Penalty: 5231.961914
	Iteration 39Q: 3 clusters Score -4591294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4591292.000000 Penalty: 5231.961914
	Iteration 40F: 3 clusters Score -4591292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4591287.500000 Penalty: 5231.961914
	Iteration 41Q: 3 clusters Score -4591288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4591290.500000 Penalty: 5231.961914
	Iteration 42Q: 3 clusters Score -4591290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4591287.500000 Penalty: 5231.961914
	Iteration 43Q: 3 clusters Score -4591288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4591287.500000 Penalty: 5231.961914
	Iteration 44F: 3 clusters Score -4591288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Entering Unmasked Estep 
Score: -572182.437500 Penalty: 2106.239502
	Iteration 0F: 2 clusters Score -572182.4 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 2409 members 
Entering Unmasked Estep 
Score: -567744.375000 Penalty: 4212.479004
	Iteration 0F: 3 clusters Score -567744.4 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -568821.687500 Penalty: 4212.479004
	Iteration 1F: 3 clusters Score -568821.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -568994.562500 Penalty: 4212.479004
	Iteration 2F: 3 clusters Score -568994.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -569106.250000 Penalty: 4212.479004
	Iteration 3Q: 3 clusters Score -569106.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -569187.437500 Penalty: 4212.479004
	Iteration 4Q: 3 clusters Score -569187.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -569257.312500 Penalty: 4212.479004
	Iteration 5Q: 3 clusters Score -569257.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -569331.625000 Penalty: 4212.479004
	Iteration 6Q: 3 clusters Score -569331.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -569398.437500 Penalty: 4212.479004
	Iteration 7Q: 3 clusters Score -569398.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -569455.875000 Penalty: 4212.479004
	Iteration 8Q: 3 clusters Score -569455.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -569514.000000 Penalty: 4212.479004
	Iteration 9Q: 3 clusters Score -569514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -569571.625000 Penalty: 4212.479004
	Iteration 10Q: 3 clusters Score -569571.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -569634.000000 Penalty: 4212.479004
	Iteration 11Q: 3 clusters Score -569634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -569718.187500 Penalty: 4212.479004
	Iteration 12Q: 3 clusters Score -569718.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -569786.625000 Penalty: 4212.479004
	Iteration 13Q: 3 clusters Score -569786.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -569843.312500 Penalty: 4212.479004
	Iteration 14Q: 3 clusters Score -569843.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -569903.875000 Penalty: 4212.479004
	Iteration 15Q: 3 clusters Score -569903.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -569958.125000 Penalty: 4212.479004
	Iteration 16Q: 3 clusters Score -569958.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -570016.312500 Penalty: 4212.479004
	Iteration 17Q: 3 clusters Score -570016.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -570058.125000 Penalty: 4212.479004
	Iteration 18Q: 3 clusters Score -570058.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -570086.437500 Penalty: 4212.479004
	Iteration 19Q: 3 clusters Score -570086.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -570111.062500 Penalty: 4212.479004
	Iteration 20F: 3 clusters Score -570111.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -570138.875000 Penalty: 4212.479004
	Iteration 21Q: 3 clusters Score -570138.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -570166.000000 Penalty: 4212.479004
	Iteration 22Q: 3 clusters Score -570166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -570184.000000 Penalty: 4212.479004
	Iteration 23Q: 3 clusters Score -570184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -570204.937500 Penalty: 4212.479004
	Iteration 24Q: 3 clusters Score -570204.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -570226.437500 Penalty: 4212.479004
	Iteration 25Q: 3 clusters Score -570226.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -570246.812500 Penalty: 4212.479004
	Iteration 26Q: 3 clusters Score -570246.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -570265.875000 Penalty: 4212.479004
	Iteration 27Q: 3 clusters Score -570265.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -570281.500000 Penalty: 4212.479004
	Iteration 28Q: 3 clusters Score -570281.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -570295.625000 Penalty: 4212.479004
	Iteration 29Q: 3 clusters Score -570295.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -570306.187500 Penalty: 4212.479004
	Iteration 30Q: 3 clusters Score -570306.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -570316.500000 Penalty: 4212.479004
	Iteration 31Q: 3 clusters Score -570316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -570319.937500 Penalty: 4212.479004
	Iteration 32Q: 3 clusters Score -570319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -570322.937500 Penalty: 4212.479004
	Iteration 33Q: 3 clusters Score -570322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -570326.187500 Penalty: 4212.479004
	Iteration 34Q: 3 clusters Score -570326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -570328.375000 Penalty: 4212.479004
	Iteration 35Q: 3 clusters Score -570328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -570329.250000 Penalty: 4212.479004
	Iteration 36Q: 3 clusters Score -570329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -570332.250000 Penalty: 4212.479004
	Iteration 37Q: 3 clusters Score -570332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -570335.875000 Penalty: 4212.479004
	Iteration 38Q: 3 clusters Score -570335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -570342.187500 Penalty: 4212.479004
	Iteration 39Q: 3 clusters Score -570342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -570342.500000 Penalty: 4212.479004
	Iteration 40F: 3 clusters Score -570342.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38741.738281 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38741.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37420.281250 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37420.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37548.027344 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37548.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37581.710938 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37581.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37600.035156 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37600.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37619.304688 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37643.710938 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37643.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37682.742188 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -37682.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37788.378906 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -37788.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37829.644531 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -37829.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37856.597656 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -37856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37889.605469 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -37889.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37908.941406 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -37908.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37936.261719 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -37936.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37940.265625 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -37940.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37940.265625 Penalty: 2948.928711
	Iteration 14F: 3 clusters Score -37940.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156708 members 
Entering Unmasked Estep 
Score: -18698470.000000 Penalty: 2966.610596
	Iteration 0F: 2 clusters Score -1.869847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -18594290.000000 Penalty: 5933.221191
	Iteration 0F: 3 clusters Score -1.859429e+07 nChanged 74920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -18638772.000000 Penalty: 5933.221191
	Iteration 1F: 3 clusters Score -1.863877e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -18640450.000000 Penalty: 5933.221191
	Iteration 2Q: 3 clusters Score -1.864045e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -18643418.000000 Penalty: 5933.221191
	Iteration 3Q: 3 clusters Score -1.864342e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -18648504.000000 Penalty: 5933.221191
	Iteration 4F: 3 clusters Score -1.86485e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -18656806.000000 Penalty: 5933.221191
	Iteration 5F: 3 clusters Score -1.865681e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -18667748.000000 Penalty: 5933.221191
	Iteration 6F: 3 clusters Score -1.866775e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 137701 members 
Entering Unmasked Estep 
Score: -18678848.000000 Penalty: 5933.221191
	Iteration 7F: 3 clusters Score -1.867885e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 146699 members 
Entering Unmasked Estep 
Score: -18687466.000000 Penalty: 5933.221191
	Iteration 8F: 3 clusters Score -1.868747e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 152145 members 
Entering Unmasked Estep 
Score: -18692300.000000 Penalty: 5933.221191
	Iteration 9Q: 3 clusters Score -1.86923e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -18694420.000000 Penalty: 5933.221191
	Iteration 10Q: 3 clusters Score -1.869442e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -18695266.000000 Penalty: 5933.221191
	Iteration 11Q: 3 clusters Score -1.869527e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 156150 members 
Entering Unmasked Estep 
Score: -18695502.000000 Penalty: 5933.221191
	Iteration 12Q: 3 clusters Score -1.86955e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -18695630.000000 Penalty: 5933.221191
	Iteration 13Q: 3 clusters Score -1.869563e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -18695698.000000 Penalty: 5933.221191
	Iteration 14Q: 3 clusters Score -1.86957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -18695750.000000 Penalty: 5933.221191
	Iteration 15Q: 3 clusters Score -1.869575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -18695776.000000 Penalty: 5933.221191
	Iteration 16Q: 3 clusters Score -1.869578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 156379 members 
Entering Unmasked Estep 
Score: -18695786.000000 Penalty: 5933.221191
	Iteration 17Q: 3 clusters Score -1.869579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -18695804.000000 Penalty: 5933.221191
	Iteration 18Q: 3 clusters Score -1.86958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -18695804.000000 Penalty: 5933.221191
	Iteration 19Q: 3 clusters Score -1.86958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 156396 members 
Entering Unmasked Estep 
Score: -18695822.000000 Penalty: 5933.221191
	Iteration 20F: 3 clusters Score -1.869582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -18695838.000000 Penalty: 5933.221191
	Iteration 21Q: 3 clusters Score -1.869584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -18695848.000000 Penalty: 5933.221191
	Iteration 22Q: 3 clusters Score -1.869585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -18695852.000000 Penalty: 5933.221191
	Iteration 23Q: 3 clusters Score -1.869585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -18695856.000000 Penalty: 5933.221191
	Iteration 24Q: 3 clusters Score -1.869586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -18695858.000000 Penalty: 5933.221191
	Iteration 25Q: 3 clusters Score -1.869586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -18695852.000000 Penalty: 5933.221191
	Iteration 26Q: 3 clusters Score -1.869585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -18695860.000000 Penalty: 5933.221191
	Iteration 27Q: 3 clusters Score -1.869586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -18695864.000000 Penalty: 5933.221191
	Iteration 28Q: 3 clusters Score -1.869586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -18695860.000000 Penalty: 5933.221191
	Iteration 29Q: 3 clusters Score -1.869586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -18695860.000000 Penalty: 5933.221191
	Iteration 30F: 3 clusters Score -1.869586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -1163061.875000 Penalty: 2291.879883
	Iteration 0F: 2 clusters Score -1163062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1155198.750000 Penalty: 4583.759766
	Iteration 0F: 3 clusters Score -1155199 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1157583.875000 Penalty: 4583.759766
	Iteration 1F: 3 clusters Score -1157584 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1157963.625000 Penalty: 4583.759766
	Iteration 2F: 3 clusters Score -1157964 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1158278.875000 Penalty: 4583.759766
	Iteration 3F: 3 clusters Score -1158279 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1158553.500000 Penalty: 4583.759766
	Iteration 4Q: 3 clusters Score -1158554 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1158853.375000 Penalty: 4583.759766
	Iteration 5Q: 3 clusters Score -1158853 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1159143.125000 Penalty: 4583.759766
	Iteration 6Q: 3 clusters Score -1159143 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1159381.375000 Penalty: 4583.759766
	Iteration 7Q: 3 clusters Score -1159381 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1159591.375000 Penalty: 4583.759766
	Iteration 8Q: 3 clusters Score -1159591 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1159775.750000 Penalty: 4583.759766
	Iteration 9Q: 3 clusters Score -1159776 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1159907.125000 Penalty: 4583.759766
	Iteration 10Q: 3 clusters Score -1159907 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1159997.625000 Penalty: 4583.759766
	Iteration 11Q: 3 clusters Score -1159998 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1160084.625000 Penalty: 4583.759766
	Iteration 12Q: 3 clusters Score -1160085 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1160175.375000 Penalty: 4583.759766
	Iteration 13Q: 3 clusters Score -1160175 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1160250.250000 Penalty: 4583.759766
	Iteration 14Q: 3 clusters Score -1160250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1160304.625000 Penalty: 4583.759766
	Iteration 15Q: 3 clusters Score -1160305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1160353.500000 Penalty: 4583.759766
	Iteration 16Q: 3 clusters Score -1160354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1160396.625000 Penalty: 4583.759766
	Iteration 17Q: 3 clusters Score -1160397 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1160437.125000 Penalty: 4583.759766
	Iteration 18Q: 3 clusters Score -1160437 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1160469.000000 Penalty: 4583.759766
	Iteration 19Q: 3 clusters Score -1160469 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1160517.125000 Penalty: 4583.759766
	Iteration 20F: 3 clusters Score -1160517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1160549.000000 Penalty: 4583.759766
	Iteration 21Q: 3 clusters Score -1160549 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1160589.625000 Penalty: 4583.759766
	Iteration 22Q: 3 clusters Score -1160590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1160627.750000 Penalty: 4583.759766
	Iteration 23Q: 3 clusters Score -1160628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1160681.875000 Penalty: 4583.759766
	Iteration 24Q: 3 clusters Score -1160682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1160737.250000 Penalty: 4583.759766
	Iteration 25Q: 3 clusters Score -1160737 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1160776.125000 Penalty: 4583.759766
	Iteration 26Q: 3 clusters Score -1160776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1160816.375000 Penalty: 4583.759766
	Iteration 27Q: 3 clusters Score -1160816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1160847.750000 Penalty: 4583.759766
	Iteration 28Q: 3 clusters Score -1160848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1160889.250000 Penalty: 4583.759766
	Iteration 29Q: 3 clusters Score -1160889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1160930.875000 Penalty: 4583.759766
	Iteration 30Q: 3 clusters Score -1160931 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1160981.250000 Penalty: 4583.759766
	Iteration 31Q: 3 clusters Score -1160981 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1161022.625000 Penalty: 4583.759766
	Iteration 32Q: 3 clusters Score -1161023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1161060.625000 Penalty: 4583.759766
	Iteration 33Q: 3 clusters Score -1161061 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1161102.250000 Penalty: 4583.759766
	Iteration 34Q: 3 clusters Score -1161102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1161140.625000 Penalty: 4583.759766
	Iteration 35Q: 3 clusters Score -1161141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1161167.500000 Penalty: 4583.759766
	Iteration 36Q: 3 clusters Score -1161168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1161212.875000 Penalty: 4583.759766
	Iteration 37Q: 3 clusters Score -1161213 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1161254.750000 Penalty: 4583.759766
	Iteration 38Q: 3 clusters Score -1161255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1161304.625000 Penalty: 4583.759766
	Iteration 39Q: 3 clusters Score -1161305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1161349.125000 Penalty: 4583.759766
	Iteration 40F: 3 clusters Score -1161349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1161393.000000 Penalty: 4583.759766
	Iteration 41Q: 3 clusters Score -1161393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1161424.875000 Penalty: 4583.759766
	Iteration 42Q: 3 clusters Score -1161425 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1161455.875000 Penalty: 4583.759766
	Iteration 43Q: 3 clusters Score -1161456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1161476.250000 Penalty: 4583.759766
	Iteration 44Q: 3 clusters Score -1161476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1161497.500000 Penalty: 4583.759766
	Iteration 45Q: 3 clusters Score -1161498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1161516.125000 Penalty: 4583.759766
	Iteration 46Q: 3 clusters Score -1161516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1161528.875000 Penalty: 4583.759766
	Iteration 47Q: 3 clusters Score -1161529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1161552.000000 Penalty: 4583.759766
	Iteration 48Q: 3 clusters Score -1161552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1161574.875000 Penalty: 4583.759766
	Iteration 49Q: 3 clusters Score -1161575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1161588.625000 Penalty: 4583.759766
	Iteration 50Q: 3 clusters Score -1161589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1161606.375000 Penalty: 4583.759766
	Iteration 51Q: 3 clusters Score -1161606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1161619.000000 Penalty: 4583.759766
	Iteration 52Q: 3 clusters Score -1161619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1161630.125000 Penalty: 4583.759766
	Iteration 53Q: 3 clusters Score -1161630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1161641.500000 Penalty: 4583.759766
	Iteration 54Q: 3 clusters Score -1161642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1161648.750000 Penalty: 4583.759766
	Iteration 55Q: 3 clusters Score -1161649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1161659.500000 Penalty: 4583.759766
	Iteration 56Q: 3 clusters Score -1161660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1161670.500000 Penalty: 4583.759766
	Iteration 57Q: 3 clusters Score -1161670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1161682.250000 Penalty: 4583.759766
	Iteration 58Q: 3 clusters Score -1161682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1161686.500000 Penalty: 4583.759766
	Iteration 59Q: 3 clusters Score -1161686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1161689.375000 Penalty: 4583.759766
	Iteration 60F: 3 clusters Score -1161689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1161690.125000 Penalty: 4583.759766
	Iteration 61Q: 3 clusters Score -1161690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1161691.875000 Penalty: 4583.759766
	Iteration 62Q: 3 clusters Score -1161692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1161693.500000 Penalty: 4583.759766
	Iteration 63Q: 3 clusters Score -1161694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1161693.500000 Penalty: 4583.759766
	Iteration 64Q: 3 clusters Score -1161694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1161694.000000 Penalty: 4583.759766
	Iteration 65Q: 3 clusters Score -1161694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1161694.000000 Penalty: 4583.759766
	Iteration 66F: 3 clusters Score -1161694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (93605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Entering Unmasked Estep 
Score: -11141459.000000 Penalty: 2838.816162
	Iteration 0F: 2 clusters Score -1.114146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -11078800.000000 Penalty: 5677.632324
	Iteration 0F: 3 clusters Score -1.10788e+07 nChanged 44204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -11104412.000000 Penalty: 5677.632324
	Iteration 1F: 3 clusters Score -1.110441e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -11105378.000000 Penalty: 5677.632324
	Iteration 2Q: 3 clusters Score -1.110538e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -11106637.000000 Penalty: 5677.632324
	Iteration 3Q: 3 clusters Score -1.110664e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -11108295.000000 Penalty: 5677.632324
	Iteration 4Q: 3 clusters Score -1.11083e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -11110171.000000 Penalty: 5677.632324
	Iteration 5Q: 3 clusters Score -1.111017e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -11112390.000000 Penalty: 5677.632324
	Iteration 6Q: 3 clusters Score -1.111239e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -11114990.000000 Penalty: 5677.632324
	Iteration 7F: 3 clusters Score -1.111499e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -11117736.000000 Penalty: 5677.632324
	Iteration 8F: 3 clusters Score -1.111774e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -11120746.000000 Penalty: 5677.632324
	Iteration 9F: 3 clusters Score -1.112075e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -11123490.000000 Penalty: 5677.632324
	Iteration 10Q: 3 clusters Score -1.112349e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -11125885.000000 Penalty: 5677.632324
	Iteration 11Q: 3 clusters Score -1.112588e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -11127501.000000 Penalty: 5677.632324
	Iteration 12Q: 3 clusters Score -1.11275e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -11128443.000000 Penalty: 5677.632324
	Iteration 13Q: 3 clusters Score -1.112844e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -11128905.000000 Penalty: 5677.632324
	Iteration 14Q: 3 clusters Score -1.11289e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -11129311.000000 Penalty: 5677.632324
	Iteration 15Q: 3 clusters Score -1.112931e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -11129640.000000 Penalty: 5677.632324
	Iteration 16Q: 3 clusters Score -1.112964e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -11130068.000000 Penalty: 5677.632324
	Iteration 17Q: 3 clusters Score -1.113007e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -11130448.000000 Penalty: 5677.632324
	Iteration 18Q: 3 clusters Score -1.113045e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -11130760.000000 Penalty: 5677.632324
	Iteration 19Q: 3 clusters Score -1.113076e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -11130983.000000 Penalty: 5677.632324
	Iteration 20F: 3 clusters Score -1.113098e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -11131334.000000 Penalty: 5677.632324
	Iteration 21Q: 3 clusters Score -1.113133e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -11131687.000000 Penalty: 5677.632324
	Iteration 22Q: 3 clusters Score -1.113169e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -11131902.000000 Penalty: 5677.632324
	Iteration 23Q: 3 clusters Score -1.11319e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -11132215.000000 Penalty: 5677.632324
	Iteration 24Q: 3 clusters Score -1.113222e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -11132491.000000 Penalty: 5677.632324
	Iteration 25Q: 3 clusters Score -1.113249e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -11132810.000000 Penalty: 5677.632324
	Iteration 26Q: 3 clusters Score -1.113281e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -11133159.000000 Penalty: 5677.632324
	Iteration 27Q: 3 clusters Score -1.113316e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -11133442.000000 Penalty: 5677.632324
	Iteration 28Q: 3 clusters Score -1.113344e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -11133799.000000 Penalty: 5677.632324
	Iteration 29Q: 3 clusters Score -1.11338e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -11134235.000000 Penalty: 5677.632324
	Iteration 30Q: 3 clusters Score -1.113424e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -11134567.000000 Penalty: 5677.632324
	Iteration 31Q: 3 clusters Score -1.113457e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -11134924.000000 Penalty: 5677.632324
	Iteration 32Q: 3 clusters Score -1.113492e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -11135260.000000 Penalty: 5677.632324
	Iteration 33Q: 3 clusters Score -1.113526e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -11135591.000000 Penalty: 5677.632324
	Iteration 34Q: 3 clusters Score -1.113559e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -11135891.000000 Penalty: 5677.632324
	Iteration 35Q: 3 clusters Score -1.113589e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -11136199.000000 Penalty: 5677.632324
	Iteration 36Q: 3 clusters Score -1.11362e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -11136496.000000 Penalty: 5677.632324
	Iteration 37Q: 3 clusters Score -1.11365e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -11136844.000000 Penalty: 5677.632324
	Iteration 38Q: 3 clusters Score -1.113684e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -11137113.000000 Penalty: 5677.632324
	Iteration 39Q: 3 clusters Score -1.113711e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -11137347.000000 Penalty: 5677.632324
	Iteration 40F: 3 clusters Score -1.113735e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -11137601.000000 Penalty: 5677.632324
	Iteration 41Q: 3 clusters Score -1.11376e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -11137808.000000 Penalty: 5677.632324
	Iteration 42Q: 3 clusters Score -1.113781e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -11137973.000000 Penalty: 5677.632324
	Iteration 43Q: 3 clusters Score -1.113797e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -11138099.000000 Penalty: 5677.632324
	Iteration 44Q: 3 clusters Score -1.11381e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -11138238.000000 Penalty: 5677.632324
	Iteration 45Q: 3 clusters Score -1.113824e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -11138325.000000 Penalty: 5677.632324
	Iteration 46Q: 3 clusters Score -1.113832e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -11138383.000000 Penalty: 5677.632324
	Iteration 47Q: 3 clusters Score -1.113838e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -11138511.000000 Penalty: 5677.632324
	Iteration 48Q: 3 clusters Score -1.113851e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -11138572.000000 Penalty: 5677.632324
	Iteration 49Q: 3 clusters Score -1.113857e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -11138605.000000 Penalty: 5677.632324
	Iteration 50Q: 3 clusters Score -1.11386e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -11138689.000000 Penalty: 5677.632324
	Iteration 51Q: 3 clusters Score -1.113869e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -11138753.000000 Penalty: 5677.632324
	Iteration 52Q: 3 clusters Score -1.113875e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -11138796.000000 Penalty: 5677.632324
	Iteration 53Q: 3 clusters Score -1.11388e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11138839.000000 Penalty: 5677.632324
	Iteration 54Q: 3 clusters Score -1.113884e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -11138887.000000 Penalty: 5677.632324
	Iteration 55Q: 3 clusters Score -1.113889e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -11138912.000000 Penalty: 5677.632324
	Iteration 56Q: 3 clusters Score -1.113891e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -11138922.000000 Penalty: 5677.632324
	Iteration 57Q: 3 clusters Score -1.113892e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -11138939.000000 Penalty: 5677.632324
	Iteration 58Q: 3 clusters Score -1.113894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -11138964.000000 Penalty: 5677.632324
	Iteration 59Q: 3 clusters Score -1.113896e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -11138978.000000 Penalty: 5677.632324
	Iteration 60F: 3 clusters Score -1.113898e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91143 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11139001.000000 Penalty: 5677.632324
	Iteration 61Q: 3 clusters Score -1.1139e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -11139017.000000 Penalty: 5677.632324
	Iteration 62Q: 3 clusters Score -1.113902e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11139012.000000 Penalty: 5677.632324
	Iteration 63Q: 3 clusters Score -1.113901e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -11139057.000000 Penalty: 5677.632324
	Iteration 64Q: 3 clusters Score -1.113906e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11139113.000000 Penalty: 5677.632324
	Iteration 65Q: 3 clusters Score -1.113911e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11139124.000000 Penalty: 5677.632324
	Iteration 66Q: 3 clusters Score -1.113912e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11139146.000000 Penalty: 5677.632324
	Iteration 67Q: 3 clusters Score -1.113915e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11139151.000000 Penalty: 5677.632324
	Iteration 68Q: 3 clusters Score -1.113915e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11139180.000000 Penalty: 5677.632324
	Iteration 69Q: 3 clusters Score -1.113918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11139181.000000 Penalty: 5677.632324
	Iteration 70Q: 3 clusters Score -1.113918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11139187.000000 Penalty: 5677.632324
	Iteration 71Q: 3 clusters Score -1.113919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11139195.000000 Penalty: 5677.632324
	Iteration 72Q: 3 clusters Score -1.11392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11139193.000000 Penalty: 5677.632324
	Iteration 73Q: 3 clusters Score -1.113919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11139191.000000 Penalty: 5677.632324
	Iteration 74Q: 3 clusters Score -1.113919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11139194.000000 Penalty: 5677.632324
	Iteration 75Q: 3 clusters Score -1.113919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11139207.000000 Penalty: 5677.632324
	Iteration 76Q: 3 clusters Score -1.113921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11139203.000000 Penalty: 5677.632324
	Iteration 77Q: 3 clusters Score -1.11392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11139213.000000 Penalty: 5677.632324
	Iteration 78Q: 3 clusters Score -1.113921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11139213.000000 Penalty: 5677.632324
	Iteration 79F: 3 clusters Score -1.113921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -1702856.125000 Penalty: 2374.923096
	Iteration 0F: 2 clusters Score -1702856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1692284.250000 Penalty: 4749.846191
	Iteration 0F: 3 clusters Score -1692284 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1695683.750000 Penalty: 4749.846191
	Iteration 1F: 3 clusters Score -1695684 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1696116.875000 Penalty: 4749.846191
	Iteration 2F: 3 clusters Score -1696117 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1696623.375000 Penalty: 4749.846191
	Iteration 3F: 3 clusters Score -1696623 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1697183.250000 Penalty: 4749.846191
	Iteration 4F: 3 clusters Score -1697183 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1697803.875000 Penalty: 4749.846191
	Iteration 5F: 3 clusters Score -1697804 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1698484.875000 Penalty: 4749.846191
	Iteration 6F: 3 clusters Score -1698485 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1699124.625000 Penalty: 4749.846191
	Iteration 7F: 3 clusters Score -1699125 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1699719.875000 Penalty: 4749.846191
	Iteration 8Q: 3 clusters Score -1699720 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1700208.625000 Penalty: 4749.846191
	Iteration 9Q: 3 clusters Score -1700209 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1700554.125000 Penalty: 4749.846191
	Iteration 10Q: 3 clusters Score -1700554 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1700798.000000 Penalty: 4749.846191
	Iteration 11Q: 3 clusters Score -1700798 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1700944.375000 Penalty: 4749.846191
	Iteration 12Q: 3 clusters Score -1700944 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1701034.000000 Penalty: 4749.846191
	Iteration 13Q: 3 clusters Score -1701034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1701088.375000 Penalty: 4749.846191
	Iteration 14Q: 3 clusters Score -1701088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1701126.125000 Penalty: 4749.846191
	Iteration 15Q: 3 clusters Score -1701126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1701155.250000 Penalty: 4749.846191
	Iteration 16Q: 3 clusters Score -1701155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1701166.000000 Penalty: 4749.846191
	Iteration 17Q: 3 clusters Score -1701166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1701176.250000 Penalty: 4749.846191
	Iteration 18Q: 3 clusters Score -1701176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1701181.500000 Penalty: 4749.846191
	Iteration 19Q: 3 clusters Score -1701182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1701186.750000 Penalty: 4749.846191
	Iteration 20F: 3 clusters Score -1701187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1701184.750000 Penalty: 4749.846191
	Iteration 21Q: 3 clusters Score -1701185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1701188.875000 Penalty: 4749.846191
	Iteration 22Q: 3 clusters Score -1701189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1701188.250000 Penalty: 4749.846191
	Iteration 23Q: 3 clusters Score -1701188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1701188.250000 Penalty: 4749.846191
	Iteration 24F: 3 clusters Score -1701188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (90033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Entering Unmasked Estep 
Score: -10974365.000000 Penalty: 2829.166992
	Iteration 0F: 2 clusters Score -1.097436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -10914094.000000 Penalty: 5658.333984
	Iteration 0F: 3 clusters Score -1.091409e+07 nChanged 42475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -10938364.000000 Penalty: 5658.333984
	Iteration 1F: 3 clusters Score -1.093836e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -10938977.000000 Penalty: 5658.333984
	Iteration 2Q: 3 clusters Score -1.093898e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -10939637.000000 Penalty: 5658.333984
	Iteration 3Q: 3 clusters Score -1.093964e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -10940386.000000 Penalty: 5658.333984
	Iteration 4Q: 3 clusters Score -1.094039e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -10941163.000000 Penalty: 5658.333984
	Iteration 5Q: 3 clusters Score -1.094116e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -10942119.000000 Penalty: 5658.333984
	Iteration 6Q: 3 clusters Score -1.094212e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -10943491.000000 Penalty: 5658.333984
	Iteration 7Q: 3 clusters Score -1.094349e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -10945142.000000 Penalty: 5658.333984
	Iteration 8Q: 3 clusters Score -1.094514e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -10947718.000000 Penalty: 5658.333984
	Iteration 9Q: 3 clusters Score -1.094772e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -10951051.000000 Penalty: 5658.333984
	Iteration 10F: 3 clusters Score -1.095105e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -10955337.000000 Penalty: 5658.333984
	Iteration 11F: 3 clusters Score -1.095534e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -10959279.000000 Penalty: 5658.333984
	Iteration 12F: 3 clusters Score -1.095928e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -10962325.000000 Penalty: 5658.333984
	Iteration 13Q: 3 clusters Score -1.096232e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -10964593.000000 Penalty: 5658.333984
	Iteration 14Q: 3 clusters Score -1.096459e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -10966427.000000 Penalty: 5658.333984
	Iteration 15Q: 3 clusters Score -1.096643e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -10967856.000000 Penalty: 5658.333984
	Iteration 16Q: 3 clusters Score -1.096786e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -10969180.000000 Penalty: 5658.333984
	Iteration 17Q: 3 clusters Score -1.096918e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -10970138.000000 Penalty: 5658.333984
	Iteration 18Q: 3 clusters Score -1.097014e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -10970809.000000 Penalty: 5658.333984
	Iteration 19Q: 3 clusters Score -1.097081e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10971356.000000 Penalty: 5658.333984
	Iteration 20F: 3 clusters Score -1.097136e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -10971709.000000 Penalty: 5658.333984
	Iteration 21Q: 3 clusters Score -1.097171e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10971965.000000 Penalty: 5658.333984
	Iteration 22Q: 3 clusters Score -1.097196e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10972143.000000 Penalty: 5658.333984
	Iteration 23Q: 3 clusters Score -1.097214e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10972299.000000 Penalty: 5658.333984
	Iteration 24Q: 3 clusters Score -1.09723e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10972393.000000 Penalty: 5658.333984
	Iteration 25Q: 3 clusters Score -1.097239e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10972511.000000 Penalty: 5658.333984
	Iteration 26Q: 3 clusters Score -1.097251e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10972583.000000 Penalty: 5658.333984
	Iteration 27Q: 3 clusters Score -1.097258e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10972629.000000 Penalty: 5658.333984
	Iteration 28Q: 3 clusters Score -1.097263e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10972656.000000 Penalty: 5658.333984
	Iteration 29Q: 3 clusters Score -1.097266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10972695.000000 Penalty: 5658.333984
	Iteration 30Q: 3 clusters Score -1.09727e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10972723.000000 Penalty: 5658.333984
	Iteration 31Q: 3 clusters Score -1.097272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10972729.000000 Penalty: 5658.333984
	Iteration 32Q: 3 clusters Score -1.097273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10972741.000000 Penalty: 5658.333984
	Iteration 33Q: 3 clusters Score -1.097274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10972744.000000 Penalty: 5658.333984
	Iteration 34Q: 3 clusters Score -1.097274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10972740.000000 Penalty: 5658.333984
	Iteration 35Q: 3 clusters Score -1.097274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10972740.000000 Penalty: 5658.333984
	Iteration 36Q: 3 clusters Score -1.097274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10972756.000000 Penalty: 5658.333984
	Iteration 37Q: 3 clusters Score -1.097276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10972756.000000 Penalty: 5658.333984
	Iteration 38F: 3 clusters Score -1.097276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Entering Unmasked Estep 
Score: -13280852.000000 Penalty: 2882.865723
	Iteration 0F: 2 clusters Score -1.328085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -13206377.000000 Penalty: 5765.731445
	Iteration 0F: 3 clusters Score -1.320638e+07 nChanged 52986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -13236600.000000 Penalty: 5765.731445
	Iteration 1F: 3 clusters Score -1.32366e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -13237563.000000 Penalty: 5765.731445
	Iteration 2Q: 3 clusters Score -1.323756e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -13238712.000000 Penalty: 5765.731445
	Iteration 3Q: 3 clusters Score -1.323871e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -13239858.000000 Penalty: 5765.731445
	Iteration 4Q: 3 clusters Score -1.323986e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -13241180.000000 Penalty: 5765.731445
	Iteration 5Q: 3 clusters Score -1.324118e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -13242896.000000 Penalty: 5765.731445
	Iteration 6Q: 3 clusters Score -1.32429e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -13245066.000000 Penalty: 5765.731445
	Iteration 7Q: 3 clusters Score -1.324507e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -13248174.000000 Penalty: 5765.731445
	Iteration 8Q: 3 clusters Score -1.324817e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -13252058.000000 Penalty: 5765.731445
	Iteration 9F: 3 clusters Score -1.325206e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -13256364.000000 Penalty: 5765.731445
	Iteration 10F: 3 clusters Score -1.325636e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -13260970.000000 Penalty: 5765.731445
	Iteration 11F: 3 clusters Score -1.326097e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -13264399.000000 Penalty: 5765.731445
	Iteration 12Q: 3 clusters Score -1.32644e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -13266640.000000 Penalty: 5765.731445
	Iteration 13Q: 3 clusters Score -1.326664e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -13268281.000000 Penalty: 5765.731445
	Iteration 14Q: 3 clusters Score -1.326828e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -13269509.000000 Penalty: 5765.731445
	Iteration 15Q: 3 clusters Score -1.326951e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -13270512.000000 Penalty: 5765.731445
	Iteration 16Q: 3 clusters Score -1.327051e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -13271466.000000 Penalty: 5765.731445
	Iteration 17Q: 3 clusters Score -1.327147e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -13272421.000000 Penalty: 5765.731445
	Iteration 18Q: 3 clusters Score -1.327242e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -13273488.000000 Penalty: 5765.731445
	Iteration 19Q: 3 clusters Score -1.327349e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -13274377.000000 Penalty: 5765.731445
	Iteration 20F: 3 clusters Score -1.327438e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -13275286.000000 Penalty: 5765.731445
	Iteration 21Q: 3 clusters Score -1.327529e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106510 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -13276161.000000 Penalty: 5765.731445
	Iteration 22Q: 3 clusters Score -1.327616e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -13276788.000000 Penalty: 5765.731445
	Iteration 23Q: 3 clusters Score -1.327679e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -13277253.000000 Penalty: 5765.731445
	Iteration 24Q: 3 clusters Score -1.327725e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -13277661.000000 Penalty: 5765.731445
	Iteration 25Q: 3 clusters Score -1.327766e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -13278037.000000 Penalty: 5765.731445
	Iteration 26Q: 3 clusters Score -1.327804e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13278263.000000 Penalty: 5765.731445
	Iteration 27Q: 3 clusters Score -1.327826e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13278378.000000 Penalty: 5765.731445
	Iteration 28Q: 3 clusters Score -1.327838e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -13278479.000000 Penalty: 5765.731445
	Iteration 29Q: 3 clusters Score -1.327848e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13278536.000000 Penalty: 5765.731445
	Iteration 30Q: 3 clusters Score -1.327854e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13278588.000000 Penalty: 5765.731445
	Iteration 31Q: 3 clusters Score -1.327859e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13278637.000000 Penalty: 5765.731445
	Iteration 32Q: 3 clusters Score -1.327864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13278671.000000 Penalty: 5765.731445
	Iteration 33Q: 3 clusters Score -1.327867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110406 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13278675.000000 Penalty: 5765.731445
	Iteration 34Q: 3 clusters Score -1.327868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -13278676.000000 Penalty: 5765.731445
	Iteration 35Q: 3 clusters Score -1.327868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13278698.000000 Penalty: 5765.731445
	Iteration 36Q: 3 clusters Score -1.32787e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13278691.000000 Penalty: 5765.731445
	Iteration 37Q: 3 clusters Score -1.327869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -13278714.000000 Penalty: 5765.731445
	Iteration 38Q: 3 clusters Score -1.327871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -13278704.000000 Penalty: 5765.731445
	Iteration 39Q: 3 clusters Score -1.32787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110507 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13278707.000000 Penalty: 5765.731445
	Iteration 40F: 3 clusters Score -1.327871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110512 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13278726.000000 Penalty: 5765.731445
	Iteration 41Q: 3 clusters Score -1.327873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110518 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13278720.000000 Penalty: 5765.731445
	Iteration 42Q: 3 clusters Score -1.327872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13278717.000000 Penalty: 5765.731445
	Iteration 43Q: 3 clusters Score -1.327872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13278729.000000 Penalty: 5765.731445
	Iteration 44Q: 3 clusters Score -1.327873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13278726.000000 Penalty: 5765.731445
	Iteration 45Q: 3 clusters Score -1.327873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13278722.000000 Penalty: 5765.731445
	Iteration 46Q: 3 clusters Score -1.327872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13278722.000000 Penalty: 5765.731445
	Iteration 47F: 3 clusters Score -1.327872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Entering Unmasked Estep 
Score: -4094310.000000 Penalty: 2586.556885
	Iteration 0F: 2 clusters Score -4094310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4071525.000000 Penalty: 5173.113770
	Iteration 0F: 3 clusters Score -4071525 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4080003.000000 Penalty: 5173.113770
	Iteration 1F: 3 clusters Score -4080003 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4080689.750000 Penalty: 5173.113770
	Iteration 2Q: 3 clusters Score -4080690 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4081419.500000 Penalty: 5173.113770
	Iteration 3Q: 3 clusters Score -4081420 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4082353.500000 Penalty: 5173.113770
	Iteration 4F: 3 clusters Score -4082354 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4083572.250000 Penalty: 5173.113770
	Iteration 5F: 3 clusters Score -4083572 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4084949.000000 Penalty: 5173.113770
	Iteration 6F: 3 clusters Score -4084949 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4086445.000000 Penalty: 5173.113770
	Iteration 7F: 3 clusters Score -4086445 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4087974.000000 Penalty: 5173.113770
	Iteration 8F: 3 clusters Score -4087974 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4089030.750000 Penalty: 5173.113770
	Iteration 9Q: 3 clusters Score -4089031 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -4089575.250000 Penalty: 5173.113770
	Iteration 10Q: 3 clusters Score -4089575 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -4089805.000000 Penalty: 5173.113770
	Iteration 11Q: 3 clusters Score -4089805 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -4089945.250000 Penalty: 5173.113770
	Iteration 12Q: 3 clusters Score -4089945 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4090027.750000 Penalty: 5173.113770
	Iteration 13Q: 3 clusters Score -4090028 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -4090107.500000 Penalty: 5173.113770
	Iteration 14Q: 3 clusters Score -4090108 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4090193.250000 Penalty: 5173.113770
	Iteration 15Q: 3 clusters Score -4090193 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4090262.000000 Penalty: 5173.113770
	Iteration 16Q: 3 clusters Score -4090262 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4090325.000000 Penalty: 5173.113770
	Iteration 17Q: 3 clusters Score -4090325 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -4090374.250000 Penalty: 5173.113770
	Iteration 18Q: 3 clusters Score -4090374 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4090438.750000 Penalty: 5173.113770
	Iteration 19Q: 3 clusters Score -4090439 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -4090489.500000 Penalty: 5173.113770
	Iteration 20F: 3 clusters Score -4090490 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4090526.000000 Penalty: 5173.113770
	Iteration 21Q: 3 clusters Score -4090526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4090545.500000 Penalty: 5173.113770
	Iteration 22Q: 3 clusters Score -4090546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4090570.000000 Penalty: 5173.113770
	Iteration 23Q: 3 clusters Score -4090570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -4090588.250000 Penalty: 5173.113770
	Iteration 24Q: 3 clusters Score -4090588 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4090604.250000 Penalty: 5173.113770
	Iteration 25Q: 3 clusters Score -4090604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4090647.750000 Penalty: 5173.113770
	Iteration 26Q: 3 clusters Score -4090648 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4090686.250000 Penalty: 5173.113770
	Iteration 27Q: 3 clusters Score -4090686 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4090709.750000 Penalty: 5173.113770
	Iteration 28Q: 3 clusters Score -4090710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4090731.500000 Penalty: 5173.113770
	Iteration 29Q: 3 clusters Score -4090732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -4090762.750000 Penalty: 5173.113770
	Iteration 30Q: 3 clusters Score -4090763 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4090790.500000 Penalty: 5173.113770
	Iteration 31Q: 3 clusters Score -4090790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4090791.500000 Penalty: 5173.113770
	Iteration 32Q: 3 clusters Score -4090792 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4090814.250000 Penalty: 5173.113770
	Iteration 33Q: 3 clusters Score -4090814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4090830.750000 Penalty: 5173.113770
	Iteration 34Q: 3 clusters Score -4090831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4090883.500000 Penalty: 5173.113770
	Iteration 35Q: 3 clusters Score -4090884 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4090911.500000 Penalty: 5173.113770
	Iteration 36Q: 3 clusters Score -4090912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -4090962.750000 Penalty: 5173.113770
	Iteration 37Q: 3 clusters Score -4090963 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4091003.750000 Penalty: 5173.113770
	Iteration 38Q: 3 clusters Score -4091004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4091045.500000 Penalty: 5173.113770
	Iteration 39Q: 3 clusters Score -4091046 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4091073.000000 Penalty: 5173.113770
	Iteration 40F: 3 clusters Score -4091073 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4091109.250000 Penalty: 5173.113770
	Iteration 41Q: 3 clusters Score -4091109 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4091150.500000 Penalty: 5173.113770
	Iteration 42Q: 3 clusters Score -4091150 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4091191.250000 Penalty: 5173.113770
	Iteration 43Q: 3 clusters Score -4091191 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4091221.500000 Penalty: 5173.113770
	Iteration 44Q: 3 clusters Score -4091222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4091256.500000 Penalty: 5173.113770
	Iteration 45Q: 3 clusters Score -4091256 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4091299.500000 Penalty: 5173.113770
	Iteration 46Q: 3 clusters Score -4091300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4091323.500000 Penalty: 5173.113770
	Iteration 47Q: 3 clusters Score -4091324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4091360.000000 Penalty: 5173.113770
	Iteration 48Q: 3 clusters Score -4091360 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4091409.500000 Penalty: 5173.113770
	Iteration 49Q: 3 clusters Score -4091410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4091437.000000 Penalty: 5173.113770
	Iteration 50Q: 3 clusters Score -4091437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4091474.250000 Penalty: 5173.113770
	Iteration 51Q: 3 clusters Score -4091474 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4091542.250000 Penalty: 5173.113770
	Iteration 52Q: 3 clusters Score -4091542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4091595.000000 Penalty: 5173.113770
	Iteration 53Q: 3 clusters Score -4091595 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4091670.000000 Penalty: 5173.113770
	Iteration 54Q: 3 clusters Score -4091670 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4091722.000000 Penalty: 5173.113770
	Iteration 55Q: 3 clusters Score -4091722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4091752.250000 Penalty: 5173.113770
	Iteration 56Q: 3 clusters Score -4091752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4091799.750000 Penalty: 5173.113770
	Iteration 57Q: 3 clusters Score -4091800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4091846.750000 Penalty: 5173.113770
	Iteration 58Q: 3 clusters Score -4091847 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4091874.000000 Penalty: 5173.113770
	Iteration 59Q: 3 clusters Score -4091874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4091897.000000 Penalty: 5173.113770
	Iteration 60F: 3 clusters Score -4091897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4091935.500000 Penalty: 5173.113770
	Iteration 61Q: 3 clusters Score -4091936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4091953.500000 Penalty: 5173.113770
	Iteration 62Q: 3 clusters Score -4091954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4091976.000000 Penalty: 5173.113770
	Iteration 63Q: 3 clusters Score -4091976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4092007.000000 Penalty: 5173.113770
	Iteration 64Q: 3 clusters Score -4092007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4092031.250000 Penalty: 5173.113770
	Iteration 65Q: 3 clusters Score -4092031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4092044.500000 Penalty: 5173.113770
	Iteration 66Q: 3 clusters Score -4092044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4092074.250000 Penalty: 5173.113770
	Iteration 67Q: 3 clusters Score -4092074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -4092087.000000 Penalty: 5173.113770
	Iteration 68Q: 3 clusters Score -4092087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4092101.250000 Penalty: 5173.113770
	Iteration 69Q: 3 clusters Score -4092101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4092113.500000 Penalty: 5173.113770
	Iteration 70Q: 3 clusters Score -4092114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4092128.000000 Penalty: 5173.113770
	Iteration 71Q: 3 clusters Score -4092128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4092136.500000 Penalty: 5173.113770
	Iteration 72Q: 3 clusters Score -4092136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -4092139.000000 Penalty: 5173.113770
	Iteration 73Q: 3 clusters Score -4092139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4092137.000000 Penalty: 5173.113770
	Iteration 74Q: 3 clusters Score -4092137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4092146.000000 Penalty: 5173.113770
	Iteration 75Q: 3 clusters Score -4092146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4092142.000000 Penalty: 5173.113770
	Iteration 76Q: 3 clusters Score -4092142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -4092142.000000 Penalty: 5173.113770
	Iteration 77Q: 3 clusters Score -4092142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4092147.000000 Penalty: 5173.113770
	Iteration 78Q: 3 clusters Score -4092147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4092155.500000 Penalty: 5173.113770
	Iteration 79Q: 3 clusters Score -4092156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4092155.000000 Penalty: 5173.113770
	Iteration 80F: 3 clusters Score -4092155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4092155.750000 Penalty: 5173.113770
	Iteration 81Q: 3 clusters Score -4092156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4092158.750000 Penalty: 5173.113770
	Iteration 82Q: 3 clusters Score -4092159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4092157.750000 Penalty: 5173.113770
	Iteration 83Q: 3 clusters Score -4092158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4092157.500000 Penalty: 5173.113770
	Iteration 84Q: 3 clusters Score -4092158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4092159.500000 Penalty: 5173.113770
	Iteration 85Q: 3 clusters Score -4092160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4092162.500000 Penalty: 5173.113770
	Iteration 86Q: 3 clusters Score -4092162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4092168.500000 Penalty: 5173.113770
	Iteration 87Q: 3 clusters Score -4092168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4092168.750000 Penalty: 5173.113770
	Iteration 88Q: 3 clusters Score -4092169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4092167.750000 Penalty: 5173.113770
	Iteration 89Q: 3 clusters Score -4092168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4092172.000000 Penalty: 5173.113770
	Iteration 90Q: 3 clusters Score -4092172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4092176.250000 Penalty: 5173.113770
	Iteration 91Q: 3 clusters Score -4092176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4092176.250000 Penalty: 5173.113770
	Iteration 92Q: 3 clusters Score -4092176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4092179.500000 Penalty: 5173.113770
	Iteration 93Q: 3 clusters Score -4092180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4092181.000000 Penalty: 5173.113770
	Iteration 94Q: 3 clusters Score -4092181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4092181.000000 Penalty: 5173.113770
	Iteration 95F: 3 clusters Score -4092181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Entering Unmasked Estep 
Score: -4458489.000000 Penalty: 2612.402588
	Iteration 0F: 2 clusters Score -4458489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4432936.000000 Penalty: 5224.805176
	Iteration 0F: 3 clusters Score -4432936 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4442466.500000 Penalty: 5224.805176
	Iteration 1F: 3 clusters Score -4442466 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4443008.000000 Penalty: 5224.805176
	Iteration 2Q: 3 clusters Score -4443008 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4443584.500000 Penalty: 5224.805176
	Iteration 3Q: 3 clusters Score -4443584 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4444104.000000 Penalty: 5224.805176
	Iteration 4Q: 3 clusters Score -4444104 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4444718.500000 Penalty: 5224.805176
	Iteration 5Q: 3 clusters Score -4444718 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4445493.500000 Penalty: 5224.805176
	Iteration 6Q: 3 clusters Score -4445494 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -4446396.500000 Penalty: 5224.805176
	Iteration 7Q: 3 clusters Score -4446396 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4447632.000000 Penalty: 5224.805176
	Iteration 8F: 3 clusters Score -4447632 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -4449175.000000 Penalty: 5224.805176
	Iteration 9F: 3 clusters Score -4449175 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4450941.500000 Penalty: 5224.805176
	Iteration 10F: 3 clusters Score -4450942 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4452598.000000 Penalty: 5224.805176
	Iteration 11Q: 3 clusters Score -4452598 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4453798.500000 Penalty: 5224.805176
	Iteration 12Q: 3 clusters Score -4453798 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4454796.500000 Penalty: 5224.805176
	Iteration 13Q: 3 clusters Score -4454796 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4455404.500000 Penalty: 5224.805176
	Iteration 14Q: 3 clusters Score -4455404 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4455800.000000 Penalty: 5224.805176
	Iteration 15Q: 3 clusters Score -4455800 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4456054.500000 Penalty: 5224.805176
	Iteration 16Q: 3 clusters Score -4456054 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4456262.500000 Penalty: 5224.805176
	Iteration 17Q: 3 clusters Score -4456262 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4456372.000000 Penalty: 5224.805176
	Iteration 18Q: 3 clusters Score -4456372 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4456449.500000 Penalty: 5224.805176
	Iteration 19Q: 3 clusters Score -4456450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4456497.000000 Penalty: 5224.805176
	Iteration 20F: 3 clusters Score -4456497 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4456528.000000 Penalty: 5224.805176
	Iteration 21Q: 3 clusters Score -4456528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4456565.000000 Penalty: 5224.805176
	Iteration 22Q: 3 clusters Score -4456565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4456578.000000 Penalty: 5224.805176
	Iteration 23Q: 3 clusters Score -4456578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4456595.000000 Penalty: 5224.805176
	Iteration 24Q: 3 clusters Score -4456595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4456599.000000 Penalty: 5224.805176
	Iteration 25Q: 3 clusters Score -4456599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4456618.500000 Penalty: 5224.805176
	Iteration 26Q: 3 clusters Score -4456618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4456623.000000 Penalty: 5224.805176
	Iteration 27Q: 3 clusters Score -4456623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4456621.500000 Penalty: 5224.805176
	Iteration 28Q: 3 clusters Score -4456622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4456627.500000 Penalty: 5224.805176
	Iteration 29Q: 3 clusters Score -4456628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4456640.500000 Penalty: 5224.805176
	Iteration 30Q: 3 clusters Score -4456640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4456649.000000 Penalty: 5224.805176
	Iteration 31Q: 3 clusters Score -4456649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4456656.500000 Penalty: 5224.805176
	Iteration 32Q: 3 clusters Score -4456656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4456654.500000 Penalty: 5224.805176
	Iteration 33Q: 3 clusters Score -4456654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4456656.000000 Penalty: 5224.805176
	Iteration 34Q: 3 clusters Score -4456656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4456665.500000 Penalty: 5224.805176
	Iteration 35Q: 3 clusters Score -4456666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4456668.000000 Penalty: 5224.805176
	Iteration 36Q: 3 clusters Score -4456668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4456663.000000 Penalty: 5224.805176
	Iteration 37Q: 3 clusters Score -4456663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4456666.000000 Penalty: 5224.805176
	Iteration 38Q: 3 clusters Score -4456666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4456658.000000 Penalty: 5224.805176
	Iteration 39Q: 3 clusters Score -4456658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4456662.000000 Penalty: 5224.805176
	Iteration 40F: 3 clusters Score -4456662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4456661.000000 Penalty: 5224.805176
	Iteration 41Q: 3 clusters Score -4456661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4456667.500000 Penalty: 5224.805176
	Iteration 42Q: 3 clusters Score -4456668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4456666.500000 Penalty: 5224.805176
	Iteration 43Q: 3 clusters Score -4456666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4456669.500000 Penalty: 5224.805176
	Iteration 44Q: 3 clusters Score -4456670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4456669.500000 Penalty: 5224.805176
	Iteration 45Q: 3 clusters Score -4456670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4456671.000000 Penalty: 5224.805176
	Iteration 46Q: 3 clusters Score -4456671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4456672.000000 Penalty: 5224.805176
	Iteration 47Q: 3 clusters Score -4456672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4456672.000000 Penalty: 5224.805176
	Iteration 48F: 3 clusters Score -4456672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Entering Unmasked Estep 
Score: -1551618.250000 Penalty: 2365.510254
	Iteration 0F: 2 clusters Score -1551618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1541495.375000 Penalty: 4731.020508
	Iteration 0F: 3 clusters Score -1541495 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1544884.375000 Penalty: 4731.020508
	Iteration 1F: 3 clusters Score -1544884 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1545589.000000 Penalty: 4731.020508
	Iteration 2F: 3 clusters Score -1545589 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1546242.875000 Penalty: 4731.020508
	Iteration 3F: 3 clusters Score -1546243 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1546830.375000 Penalty: 4731.020508
	Iteration 4F: 3 clusters Score -1546830 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1547283.500000 Penalty: 4731.020508
	Iteration 5F: 3 clusters Score -1547284 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1547609.875000 Penalty: 4731.020508
	Iteration 6Q: 3 clusters Score -1547610 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1547846.750000 Penalty: 4731.020508
	Iteration 7Q: 3 clusters Score -1547847 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1548032.375000 Penalty: 4731.020508
	Iteration 8Q: 3 clusters Score -1548032 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1548177.125000 Penalty: 4731.020508
	Iteration 9Q: 3 clusters Score -1548177 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1548291.875000 Penalty: 4731.020508
	Iteration 10Q: 3 clusters Score -1548292 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1548383.875000 Penalty: 4731.020508
	Iteration 11Q: 3 clusters Score -1548384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1548493.000000 Penalty: 4731.020508
	Iteration 12Q: 3 clusters Score -1548493 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1548577.875000 Penalty: 4731.020508
	Iteration 13Q: 3 clusters Score -1548578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1548661.875000 Penalty: 4731.020508
	Iteration 14Q: 3 clusters Score -1548662 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1548758.125000 Penalty: 4731.020508
	Iteration 15Q: 3 clusters Score -1548758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1548850.000000 Penalty: 4731.020508
	Iteration 16Q: 3 clusters Score -1548850 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1548948.125000 Penalty: 4731.020508
	Iteration 17Q: 3 clusters Score -1548948 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1549038.500000 Penalty: 4731.020508
	Iteration 18Q: 3 clusters Score -1549038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1549118.875000 Penalty: 4731.020508
	Iteration 19Q: 3 clusters Score -1549119 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1549196.750000 Penalty: 4731.020508
	Iteration 20F: 3 clusters Score -1549197 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1549269.625000 Penalty: 4731.020508
	Iteration 21Q: 3 clusters Score -1549270 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1549348.625000 Penalty: 4731.020508
	Iteration 22Q: 3 clusters Score -1549349 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1549411.500000 Penalty: 4731.020508
	Iteration 23Q: 3 clusters Score -1549412 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1549486.000000 Penalty: 4731.020508
	Iteration 24Q: 3 clusters Score -1549486 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1549542.750000 Penalty: 4731.020508
	Iteration 25Q: 3 clusters Score -1549543 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1549599.625000 Penalty: 4731.020508
	Iteration 26Q: 3 clusters Score -1549600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1549662.375000 Penalty: 4731.020508
	Iteration 27Q: 3 clusters Score -1549662 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1549729.750000 Penalty: 4731.020508
	Iteration 28Q: 3 clusters Score -1549730 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1549791.625000 Penalty: 4731.020508
	Iteration 29Q: 3 clusters Score -1549792 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1549845.625000 Penalty: 4731.020508
	Iteration 30Q: 3 clusters Score -1549846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1549886.375000 Penalty: 4731.020508
	Iteration 31Q: 3 clusters Score -1549886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1549921.500000 Penalty: 4731.020508
	Iteration 32Q: 3 clusters Score -1549922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1549943.875000 Penalty: 4731.020508
	Iteration 33Q: 3 clusters Score -1549944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1549959.875000 Penalty: 4731.020508
	Iteration 34Q: 3 clusters Score -1549960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1549975.875000 Penalty: 4731.020508
	Iteration 35Q: 3 clusters Score -1549976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1549985.500000 Penalty: 4731.020508
	Iteration 36Q: 3 clusters Score -1549986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1550010.375000 Penalty: 4731.020508
	Iteration 37Q: 3 clusters Score -1550010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1550023.000000 Penalty: 4731.020508
	Iteration 38Q: 3 clusters Score -1550023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1550035.625000 Penalty: 4731.020508
	Iteration 39Q: 3 clusters Score -1550036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1550046.500000 Penalty: 4731.020508
	Iteration 40F: 3 clusters Score -1550046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1550053.625000 Penalty: 4731.020508
	Iteration 41Q: 3 clusters Score -1550054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1550067.500000 Penalty: 4731.020508
	Iteration 42Q: 3 clusters Score -1550068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1550073.375000 Penalty: 4731.020508
	Iteration 43Q: 3 clusters Score -1550073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1550075.500000 Penalty: 4731.020508
	Iteration 44Q: 3 clusters Score -1550076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1550076.875000 Penalty: 4731.020508
	Iteration 45Q: 3 clusters Score -1550077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1550078.500000 Penalty: 4731.020508
	Iteration 46Q: 3 clusters Score -1550078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1550079.250000 Penalty: 4731.020508
	Iteration 47Q: 3 clusters Score -1550079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1550084.875000 Penalty: 4731.020508
	Iteration 48Q: 3 clusters Score -1550085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1550086.125000 Penalty: 4731.020508
	Iteration 49Q: 3 clusters Score -1550086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1550092.000000 Penalty: 4731.020508
	Iteration 50Q: 3 clusters Score -1550092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1550095.500000 Penalty: 4731.020508
	Iteration 51Q: 3 clusters Score -1550096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1550099.500000 Penalty: 4731.020508
	Iteration 52Q: 3 clusters Score -1550100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1550112.500000 Penalty: 4731.020508
	Iteration 53Q: 3 clusters Score -1550112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1550119.875000 Penalty: 4731.020508
	Iteration 54Q: 3 clusters Score -1550120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1550128.500000 Penalty: 4731.020508
	Iteration 55Q: 3 clusters Score -1550128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1550137.125000 Penalty: 4731.020508
	Iteration 56Q: 3 clusters Score -1550137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1550142.375000 Penalty: 4731.020508
	Iteration 57Q: 3 clusters Score -1550142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1550144.000000 Penalty: 4731.020508
	Iteration 58Q: 3 clusters Score -1550144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1550149.875000 Penalty: 4731.020508
	Iteration 59Q: 3 clusters Score -1550150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1550154.250000 Penalty: 4731.020508
	Iteration 60F: 3 clusters Score -1550154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1550158.125000 Penalty: 4731.020508
	Iteration 61Q: 3 clusters Score -1550158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1550157.750000 Penalty: 4731.020508
	Iteration 62Q: 3 clusters Score -1550158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1550163.000000 Penalty: 4731.020508
	Iteration 63Q: 3 clusters Score -1550163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1550169.000000 Penalty: 4731.020508
	Iteration 64Q: 3 clusters Score -1550169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1550171.125000 Penalty: 4731.020508
	Iteration 65Q: 3 clusters Score -1550171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1550176.125000 Penalty: 4731.020508
	Iteration 66Q: 3 clusters Score -1550176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1550179.000000 Penalty: 4731.020508
	Iteration 67Q: 3 clusters Score -1550179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1550182.125000 Penalty: 4731.020508
	Iteration 68Q: 3 clusters Score -1550182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1550183.125000 Penalty: 4731.020508
	Iteration 69Q: 3 clusters Score -1550183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1550185.500000 Penalty: 4731.020508
	Iteration 70Q: 3 clusters Score -1550186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1550189.500000 Penalty: 4731.020508
	Iteration 71Q: 3 clusters Score -1550190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1550190.875000 Penalty: 4731.020508
	Iteration 72Q: 3 clusters Score -1550191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1550196.375000 Penalty: 4731.020508
	Iteration 73Q: 3 clusters Score -1550196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1550198.500000 Penalty: 4731.020508
	Iteration 74Q: 3 clusters Score -1550198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1550201.000000 Penalty: 4731.020508
	Iteration 75Q: 3 clusters Score -1550201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1550202.375000 Penalty: 4731.020508
	Iteration 76Q: 3 clusters Score -1550202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1550202.000000 Penalty: 4731.020508
	Iteration 77Q: 3 clusters Score -1550202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1550201.750000 Penalty: 4731.020508
	Iteration 78Q: 3 clusters Score -1550202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1550203.000000 Penalty: 4731.020508
	Iteration 79Q: 3 clusters Score -1550203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1550203.875000 Penalty: 4731.020508
	Iteration 80F: 3 clusters Score -1550204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1550204.125000 Penalty: 4731.020508
	Iteration 81Q: 3 clusters Score -1550204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1550204.000000 Penalty: 4731.020508
	Iteration 82Q: 3 clusters Score -1550204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1550205.000000 Penalty: 4731.020508
	Iteration 83Q: 3 clusters Score -1550205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1550204.375000 Penalty: 4731.020508
	Iteration 84Q: 3 clusters Score -1550204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1550203.875000 Penalty: 4731.020508
	Iteration 85Q: 3 clusters Score -1550204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1550204.375000 Penalty: 4731.020508
	Iteration 86Q: 3 clusters Score -1550204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1550204.500000 Penalty: 4731.020508
	Iteration 87Q: 3 clusters Score -1550204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1550205.125000 Penalty: 4731.020508
	Iteration 88Q: 3 clusters Score -1550205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1550206.375000 Penalty: 4731.020508
	Iteration 89Q: 3 clusters Score -1550206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1550204.375000 Penalty: 4731.020508
	Iteration 90Q: 3 clusters Score -1550204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1550203.750000 Penalty: 4731.020508
	Iteration 91Q: 3 clusters Score -1550204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1550205.875000 Penalty: 4731.020508
	Iteration 92Q: 3 clusters Score -1550206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1550204.500000 Penalty: 4731.020508
	Iteration 93Q: 3 clusters Score -1550204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1550208.750000 Penalty: 4731.020508
	Iteration 94Q: 3 clusters Score -1550209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1550210.250000 Penalty: 4731.020508
	Iteration 95Q: 3 clusters Score -1550210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1550212.625000 Penalty: 4731.020508
	Iteration 96Q: 3 clusters Score -1550213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1550217.875000 Penalty: 4731.020508
	Iteration 97Q: 3 clusters Score -1550218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1550214.625000 Penalty: 4731.020508
	Iteration 98Q: 3 clusters Score -1550215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1550222.875000 Penalty: 4731.020508
	Iteration 99Q: 3 clusters Score -1550223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1550227.125000 Penalty: 4731.020508
	Iteration 100F: 3 clusters Score -1550227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1550230.750000 Penalty: 4731.020508
	Iteration 101Q: 3 clusters Score -1550231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1550239.000000 Penalty: 4731.020508
	Iteration 102Q: 3 clusters Score -1550239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1550246.750000 Penalty: 4731.020508
	Iteration 103Q: 3 clusters Score -1550247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1550256.875000 Penalty: 4731.020508
	Iteration 104Q: 3 clusters Score -1550257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1550262.875000 Penalty: 4731.020508
	Iteration 105Q: 3 clusters Score -1550263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1550266.875000 Penalty: 4731.020508
	Iteration 106Q: 3 clusters Score -1550267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1550273.375000 Penalty: 4731.020508
	Iteration 107Q: 3 clusters Score -1550273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1550277.750000 Penalty: 4731.020508
	Iteration 108Q: 3 clusters Score -1550278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1550281.375000 Penalty: 4731.020508
	Iteration 109Q: 3 clusters Score -1550281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1550285.625000 Penalty: 4731.020508
	Iteration 110Q: 3 clusters Score -1550286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1550289.375000 Penalty: 4731.020508
	Iteration 111Q: 3 clusters Score -1550289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1550294.750000 Penalty: 4731.020508
	Iteration 112Q: 3 clusters Score -1550295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1550301.250000 Penalty: 4731.020508
	Iteration 113Q: 3 clusters Score -1550301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1550302.250000 Penalty: 4731.020508
	Iteration 114Q: 3 clusters Score -1550302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1550308.000000 Penalty: 4731.020508
	Iteration 115Q: 3 clusters Score -1550308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1550312.125000 Penalty: 4731.020508
	Iteration 116Q: 3 clusters Score -1550312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1550311.625000 Penalty: 4731.020508
	Iteration 117Q: 3 clusters Score -1550312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1550317.000000 Penalty: 4731.020508
	Iteration 118Q: 3 clusters Score -1550317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1550319.875000 Penalty: 4731.020508
	Iteration 119Q: 3 clusters Score -1550320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1550320.750000 Penalty: 4731.020508
	Iteration 120F: 3 clusters Score -1550321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1550326.000000 Penalty: 4731.020508
	Iteration 121Q: 3 clusters Score -1550326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1550332.125000 Penalty: 4731.020508
	Iteration 122Q: 3 clusters Score -1550332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1550334.125000 Penalty: 4731.020508
	Iteration 123Q: 3 clusters Score -1550334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1550341.750000 Penalty: 4731.020508
	Iteration 124Q: 3 clusters Score -1550342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1550353.375000 Penalty: 4731.020508
	Iteration 125Q: 3 clusters Score -1550353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1550366.750000 Penalty: 4731.020508
	Iteration 126Q: 3 clusters Score -1550367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1550386.500000 Penalty: 4731.020508
	Iteration 127Q: 3 clusters Score -1550386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1550400.500000 Penalty: 4731.020508
	Iteration 128Q: 3 clusters Score -1550400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1550415.000000 Penalty: 4731.020508
	Iteration 129Q: 3 clusters Score -1550415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1550433.000000 Penalty: 4731.020508
	Iteration 130Q: 3 clusters Score -1550433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1550462.500000 Penalty: 4731.020508
	Iteration 131Q: 3 clusters Score -1550462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1550513.250000 Penalty: 4731.020508
	Iteration 132Q: 3 clusters Score -1550513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1550582.250000 Penalty: 4731.020508
	Iteration 133Q: 3 clusters Score -1550582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1550646.750000 Penalty: 4731.020508
	Iteration 134Q: 3 clusters Score -1550647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1550682.375000 Penalty: 4731.020508
	Iteration 135Q: 3 clusters Score -1550682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1550705.125000 Penalty: 4731.020508
	Iteration 136Q: 3 clusters Score -1550705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1550726.375000 Penalty: 4731.020508
	Iteration 137Q: 3 clusters Score -1550726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1550738.000000 Penalty: 4731.020508
	Iteration 138Q: 3 clusters Score -1550738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1550744.125000 Penalty: 4731.020508
	Iteration 139Q: 3 clusters Score -1550744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1550745.750000 Penalty: 4731.020508
	Iteration 140F: 3 clusters Score -1550746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1550747.000000 Penalty: 4731.020508
	Iteration 141Q: 3 clusters Score -1550747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1550750.250000 Penalty: 4731.020508
	Iteration 142Q: 3 clusters Score -1550750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1550753.625000 Penalty: 4731.020508
	Iteration 143Q: 3 clusters Score -1550754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1550756.250000 Penalty: 4731.020508
	Iteration 144Q: 3 clusters Score -1550756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1550755.750000 Penalty: 4731.020508
	Iteration 145Q: 3 clusters Score -1550756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1550758.125000 Penalty: 4731.020508
	Iteration 146Q: 3 clusters Score -1550758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1550758.125000 Penalty: 4731.020508
	Iteration 147F: 3 clusters Score -1550758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -971947.750000 Penalty: 2245.748779
	Iteration 0F: 2 clusters Score -971947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -965240.000000 Penalty: 4491.497559
	Iteration 0F: 3 clusters Score -965240 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -967387.937500 Penalty: 4491.497559
	Iteration 1F: 3 clusters Score -967387.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -967881.812500 Penalty: 4491.497559
	Iteration 2F: 3 clusters Score -967881.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -968251.937500 Penalty: 4491.497559
	Iteration 3F: 3 clusters Score -968251.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -968568.062500 Penalty: 4491.497559
	Iteration 4F: 3 clusters Score -968568.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -968870.437500 Penalty: 4491.497559
	Iteration 5Q: 3 clusters Score -968870.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -969134.937500 Penalty: 4491.497559
	Iteration 6Q: 3 clusters Score -969134.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -969365.500000 Penalty: 4491.497559
	Iteration 7Q: 3 clusters Score -969365.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -969576.625000 Penalty: 4491.497559
	Iteration 8Q: 3 clusters Score -969576.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -969785.500000 Penalty: 4491.497559
	Iteration 9Q: 3 clusters Score -969785.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -969981.687500 Penalty: 4491.497559
	Iteration 10Q: 3 clusters Score -969981.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -970112.375000 Penalty: 4491.497559
	Iteration 11Q: 3 clusters Score -970112.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -970216.500000 Penalty: 4491.497559
	Iteration 12Q: 3 clusters Score -970216.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -970304.375000 Penalty: 4491.497559
	Iteration 13Q: 3 clusters Score -970304.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -970393.187500 Penalty: 4491.497559
	Iteration 14Q: 3 clusters Score -970393.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -970484.000000 Penalty: 4491.497559
	Iteration 15Q: 3 clusters Score -970484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -970611.437500 Penalty: 4491.497559
	Iteration 16Q: 3 clusters Score -970611.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -970711.375000 Penalty: 4491.497559
	Iteration 17Q: 3 clusters Score -970711.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -970770.312500 Penalty: 4491.497559
	Iteration 18Q: 3 clusters Score -970770.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -970816.500000 Penalty: 4491.497559
	Iteration 19Q: 3 clusters Score -970816.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -970841.375000 Penalty: 4491.497559
	Iteration 20F: 3 clusters Score -970841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -970851.937500 Penalty: 4491.497559
	Iteration 21Q: 3 clusters Score -970851.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -970858.562500 Penalty: 4491.497559
	Iteration 22Q: 3 clusters Score -970858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -970863.000000 Penalty: 4491.497559
	Iteration 23Q: 3 clusters Score -970863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -970865.062500 Penalty: 4491.497559
	Iteration 24Q: 3 clusters Score -970865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -970869.375000 Penalty: 4491.497559
	Iteration 25Q: 3 clusters Score -970869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -970869.437500 Penalty: 4491.497559
	Iteration 26Q: 3 clusters Score -970869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -970869.500000 Penalty: 4491.497559
	Iteration 27Q: 3 clusters Score -970869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -970870.312500 Penalty: 4491.497559
	Iteration 28Q: 3 clusters Score -970870.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -970870.312500 Penalty: 4491.497559
	Iteration 29F: 3 clusters Score -970870.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Entering Unmasked Estep 
Score: -1629619.875000 Penalty: 2372.642090
	Iteration 0F: 2 clusters Score -1629620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1619299.625000 Penalty: 4745.284180
	Iteration 0F: 3 clusters Score -1619300 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1622564.250000 Penalty: 4745.284180
	Iteration 1F: 3 clusters Score -1622564 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1623112.625000 Penalty: 4745.284180
	Iteration 2F: 3 clusters Score -1623113 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1623653.125000 Penalty: 4745.284180
	Iteration 3F: 3 clusters Score -1623653 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1624246.875000 Penalty: 4745.284180
	Iteration 4F: 3 clusters Score -1624247 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1624801.125000 Penalty: 4745.284180
	Iteration 5F: 3 clusters Score -1624801 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1625256.375000 Penalty: 4745.284180
	Iteration 6F: 3 clusters Score -1625256 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1625683.125000 Penalty: 4745.284180
	Iteration 7F: 3 clusters Score -1625683 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1625977.625000 Penalty: 4745.284180
	Iteration 8Q: 3 clusters Score -1625978 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1626186.625000 Penalty: 4745.284180
	Iteration 9Q: 3 clusters Score -1626187 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1626343.625000 Penalty: 4745.284180
	Iteration 10Q: 3 clusters Score -1626344 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1626469.625000 Penalty: 4745.284180
	Iteration 11Q: 3 clusters Score -1626470 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1626571.000000 Penalty: 4745.284180
	Iteration 12Q: 3 clusters Score -1626571 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1626656.000000 Penalty: 4745.284180
	Iteration 13Q: 3 clusters Score -1626656 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1626740.250000 Penalty: 4745.284180
	Iteration 14Q: 3 clusters Score -1626740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1626818.125000 Penalty: 4745.284180
	Iteration 15Q: 3 clusters Score -1626818 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1626893.750000 Penalty: 4745.284180
	Iteration 16Q: 3 clusters Score -1626894 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1626980.375000 Penalty: 4745.284180
	Iteration 17Q: 3 clusters Score -1626980 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1627051.375000 Penalty: 4745.284180
	Iteration 18Q: 3 clusters Score -1627051 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1627123.750000 Penalty: 4745.284180
	Iteration 19Q: 3 clusters Score -1627124 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1627195.000000 Penalty: 4745.284180
	Iteration 20F: 3 clusters Score -1627195 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1627291.125000 Penalty: 4745.284180
	Iteration 21Q: 3 clusters Score -1627291 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1627395.375000 Penalty: 4745.284180
	Iteration 22Q: 3 clusters Score -1627395 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1627537.625000 Penalty: 4745.284180
	Iteration 23Q: 3 clusters Score -1627538 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1627690.125000 Penalty: 4745.284180
	Iteration 24Q: 3 clusters Score -1627690 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1627801.625000 Penalty: 4745.284180
	Iteration 25Q: 3 clusters Score -1627802 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1627885.125000 Penalty: 4745.284180
	Iteration 26Q: 3 clusters Score -1627885 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1627974.250000 Penalty: 4745.284180
	Iteration 27Q: 3 clusters Score -1627974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1628040.625000 Penalty: 4745.284180
	Iteration 28Q: 3 clusters Score -1628041 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1628100.250000 Penalty: 4745.284180
	Iteration 29Q: 3 clusters Score -1628100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1628138.375000 Penalty: 4745.284180
	Iteration 30Q: 3 clusters Score -1628138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1628163.500000 Penalty: 4745.284180
	Iteration 31Q: 3 clusters Score -1628164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1628186.375000 Penalty: 4745.284180
	Iteration 32Q: 3 clusters Score -1628186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1628198.625000 Penalty: 4745.284180
	Iteration 33Q: 3 clusters Score -1628199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1628209.875000 Penalty: 4745.284180
	Iteration 34Q: 3 clusters Score -1628210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1628219.125000 Penalty: 4745.284180
	Iteration 35Q: 3 clusters Score -1628219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1628223.625000 Penalty: 4745.284180
	Iteration 36Q: 3 clusters Score -1628224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1628231.750000 Penalty: 4745.284180
	Iteration 37Q: 3 clusters Score -1628232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1628239.375000 Penalty: 4745.284180
	Iteration 38Q: 3 clusters Score -1628239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1628248.625000 Penalty: 4745.284180
	Iteration 39Q: 3 clusters Score -1628249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1628256.125000 Penalty: 4745.284180
	Iteration 40F: 3 clusters Score -1628256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1628267.250000 Penalty: 4745.284180
	Iteration 41Q: 3 clusters Score -1628267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1628273.750000 Penalty: 4745.284180
	Iteration 42Q: 3 clusters Score -1628274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1628285.125000 Penalty: 4745.284180
	Iteration 43Q: 3 clusters Score -1628285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1628293.500000 Penalty: 4745.284180
	Iteration 44Q: 3 clusters Score -1628294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1628300.000000 Penalty: 4745.284180
	Iteration 45Q: 3 clusters Score -1628300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1628302.250000 Penalty: 4745.284180
	Iteration 46Q: 3 clusters Score -1628302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1628312.375000 Penalty: 4745.284180
	Iteration 47Q: 3 clusters Score -1628312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1628312.875000 Penalty: 4745.284180
	Iteration 48Q: 3 clusters Score -1628313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1628320.625000 Penalty: 4745.284180
	Iteration 49Q: 3 clusters Score -1628321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1628321.625000 Penalty: 4745.284180
	Iteration 50Q: 3 clusters Score -1628322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1628325.625000 Penalty: 4745.284180
	Iteration 51Q: 3 clusters Score -1628326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1628324.875000 Penalty: 4745.284180
	Iteration 52Q: 3 clusters Score -1628325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1628327.250000 Penalty: 4745.284180
	Iteration 53Q: 3 clusters Score -1628327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1628330.250000 Penalty: 4745.284180
	Iteration 54Q: 3 clusters Score -1628330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1628335.000000 Penalty: 4745.284180
	Iteration 55Q: 3 clusters Score -1628335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1628340.625000 Penalty: 4745.284180
	Iteration 56Q: 3 clusters Score -1628341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1628338.375000 Penalty: 4745.284180
	Iteration 57Q: 3 clusters Score -1628338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1628340.500000 Penalty: 4745.284180
	Iteration 58Q: 3 clusters Score -1628340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1628344.750000 Penalty: 4745.284180
	Iteration 59Q: 3 clusters Score -1628345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1628351.625000 Penalty: 4745.284180
	Iteration 60F: 3 clusters Score -1628352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1628353.500000 Penalty: 4745.284180
	Iteration 61Q: 3 clusters Score -1628354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1628357.250000 Penalty: 4745.284180
	Iteration 62Q: 3 clusters Score -1628357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1628363.750000 Penalty: 4745.284180
	Iteration 63Q: 3 clusters Score -1628364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1628360.000000 Penalty: 4745.284180
	Iteration 64Q: 3 clusters Score -1628360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1628365.375000 Penalty: 4745.284180
	Iteration 65Q: 3 clusters Score -1628365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1628366.625000 Penalty: 4745.284180
	Iteration 66Q: 3 clusters Score -1628367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1628365.625000 Penalty: 4745.284180
	Iteration 67Q: 3 clusters Score -1628366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1628368.125000 Penalty: 4745.284180
	Iteration 68Q: 3 clusters Score -1628368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1628372.750000 Penalty: 4745.284180
	Iteration 69Q: 3 clusters Score -1628373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1628373.000000 Penalty: 4745.284180
	Iteration 70Q: 3 clusters Score -1628373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1628374.375000 Penalty: 4745.284180
	Iteration 71Q: 3 clusters Score -1628374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1628374.500000 Penalty: 4745.284180
	Iteration 72Q: 3 clusters Score -1628374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1628375.125000 Penalty: 4745.284180
	Iteration 73Q: 3 clusters Score -1628375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1628375.125000 Penalty: 4745.284180
	Iteration 74Q: 3 clusters Score -1628375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1628378.000000 Penalty: 4745.284180
	Iteration 75Q: 3 clusters Score -1628378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1628378.750000 Penalty: 4745.284180
	Iteration 76Q: 3 clusters Score -1628379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1628379.125000 Penalty: 4745.284180
	Iteration 77Q: 3 clusters Score -1628379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1628378.000000 Penalty: 4745.284180
	Iteration 78Q: 3 clusters Score -1628378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1628379.875000 Penalty: 4745.284180
	Iteration 79Q: 3 clusters Score -1628380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1628382.500000 Penalty: 4745.284180
	Iteration 80F: 3 clusters Score -1628382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1628382.125000 Penalty: 4745.284180
	Iteration 81Q: 3 clusters Score -1628382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1628380.500000 Penalty: 4745.284180
	Iteration 82Q: 3 clusters Score -1628380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1628384.125000 Penalty: 4745.284180
	Iteration 83Q: 3 clusters Score -1628384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1628384.375000 Penalty: 4745.284180
	Iteration 84Q: 3 clusters Score -1628384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1628387.125000 Penalty: 4745.284180
	Iteration 85Q: 3 clusters Score -1628387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1628387.375000 Penalty: 4745.284180
	Iteration 86Q: 3 clusters Score -1628387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1628387.125000 Penalty: 4745.284180
	Iteration 87Q: 3 clusters Score -1628387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1628385.750000 Penalty: 4745.284180
	Iteration 88Q: 3 clusters Score -1628386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1628385.750000 Penalty: 4745.284180
	Iteration 89F: 3 clusters Score -1628386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Entering Unmasked Estep 
Score: -1982687.500000 Penalty: 2427.888184
	Iteration 0F: 2 clusters Score -1982688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1970080.500000 Penalty: 4855.776367
	Iteration 0F: 3 clusters Score -1970080 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1974159.750000 Penalty: 4855.776367
	Iteration 1F: 3 clusters Score -1974160 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1974622.500000 Penalty: 4855.776367
	Iteration 2F: 3 clusters Score -1974622 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1975030.125000 Penalty: 4855.776367
	Iteration 3F: 3 clusters Score -1975030 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1975414.875000 Penalty: 4855.776367
	Iteration 4Q: 3 clusters Score -1975415 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1975818.375000 Penalty: 4855.776367
	Iteration 5Q: 3 clusters Score -1975818 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1976224.625000 Penalty: 4855.776367
	Iteration 6Q: 3 clusters Score -1976225 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1976681.750000 Penalty: 4855.776367
	Iteration 7Q: 3 clusters Score -1976682 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1977197.000000 Penalty: 4855.776367
	Iteration 8Q: 3 clusters Score -1977197 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1977792.000000 Penalty: 4855.776367
	Iteration 9F: 3 clusters Score -1977792 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1978397.750000 Penalty: 4855.776367
	Iteration 10Q: 3 clusters Score -1978398 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1978993.375000 Penalty: 4855.776367
	Iteration 11Q: 3 clusters Score -1978993 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1979536.125000 Penalty: 4855.776367
	Iteration 12Q: 3 clusters Score -1979536 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1980048.750000 Penalty: 4855.776367
	Iteration 13Q: 3 clusters Score -1980049 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1980449.500000 Penalty: 4855.776367
	Iteration 14Q: 3 clusters Score -1980450 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1980691.125000 Penalty: 4855.776367
	Iteration 15Q: 3 clusters Score -1980691 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1980830.500000 Penalty: 4855.776367
	Iteration 16Q: 3 clusters Score -1980830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1980915.625000 Penalty: 4855.776367
	Iteration 17Q: 3 clusters Score -1980916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1980977.375000 Penalty: 4855.776367
	Iteration 18Q: 3 clusters Score -1980977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1981013.625000 Penalty: 4855.776367
	Iteration 19Q: 3 clusters Score -1981014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1981058.125000 Penalty: 4855.776367
	Iteration 20F: 3 clusters Score -1981058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1981085.500000 Penalty: 4855.776367
	Iteration 21Q: 3 clusters Score -1981086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1981116.625000 Penalty: 4855.776367
	Iteration 22Q: 3 clusters Score -1981117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1981133.250000 Penalty: 4855.776367
	Iteration 23Q: 3 clusters Score -1981133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1981144.250000 Penalty: 4855.776367
	Iteration 24Q: 3 clusters Score -1981144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1981163.500000 Penalty: 4855.776367
	Iteration 25Q: 3 clusters Score -1981164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1981185.000000 Penalty: 4855.776367
	Iteration 26Q: 3 clusters Score -1981185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1981202.375000 Penalty: 4855.776367
	Iteration 27Q: 3 clusters Score -1981202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1981208.875000 Penalty: 4855.776367
	Iteration 28Q: 3 clusters Score -1981209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1981217.000000 Penalty: 4855.776367
	Iteration 29Q: 3 clusters Score -1981217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1981217.500000 Penalty: 4855.776367
	Iteration 30Q: 3 clusters Score -1981218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1981220.125000 Penalty: 4855.776367
	Iteration 31Q: 3 clusters Score -1981220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1981221.750000 Penalty: 4855.776367
	Iteration 32Q: 3 clusters Score -1981222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1981221.875000 Penalty: 4855.776367
	Iteration 33Q: 3 clusters Score -1981222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1981223.500000 Penalty: 4855.776367
	Iteration 34Q: 3 clusters Score -1981224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1981225.250000 Penalty: 4855.776367
	Iteration 35Q: 3 clusters Score -1981225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1981225.250000 Penalty: 4855.776367
	Iteration 36F: 3 clusters Score -1981225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -946652.812500 Penalty: 2227.488281
	Iteration 0F: 2 clusters Score -946652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -940268.125000 Penalty: 4454.976562
	Iteration 0F: 3 clusters Score -940268.1 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -942017.750000 Penalty: 4454.976562
	Iteration 1F: 3 clusters Score -942017.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -942334.437500 Penalty: 4454.976562
	Iteration 2F: 3 clusters Score -942334.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -942550.687500 Penalty: 4454.976562
	Iteration 3F: 3 clusters Score -942550.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -942693.187500 Penalty: 4454.976562
	Iteration 4Q: 3 clusters Score -942693.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -942803.125000 Penalty: 4454.976562
	Iteration 5Q: 3 clusters Score -942803.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -942903.187500 Penalty: 4454.976562
	Iteration 6Q: 3 clusters Score -942903.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -942996.062500 Penalty: 4454.976562
	Iteration 7Q: 3 clusters Score -942996.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -943078.312500 Penalty: 4454.976562
	Iteration 8Q: 3 clusters Score -943078.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -943149.625000 Penalty: 4454.976562
	Iteration 9Q: 3 clusters Score -943149.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -943218.437500 Penalty: 4454.976562
	Iteration 10Q: 3 clusters Score -943218.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -943273.625000 Penalty: 4454.976562
	Iteration 11Q: 3 clusters Score -943273.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -943329.000000 Penalty: 4454.976562
	Iteration 12Q: 3 clusters Score -943329 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -943387.375000 Penalty: 4454.976562
	Iteration 13Q: 3 clusters Score -943387.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -943445.437500 Penalty: 4454.976562
	Iteration 14Q: 3 clusters Score -943445.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -943506.312500 Penalty: 4454.976562
	Iteration 15Q: 3 clusters Score -943506.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -943566.250000 Penalty: 4454.976562
	Iteration 16Q: 3 clusters Score -943566.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -943617.875000 Penalty: 4454.976562
	Iteration 17Q: 3 clusters Score -943617.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -943651.125000 Penalty: 4454.976562
	Iteration 18Q: 3 clusters Score -943651.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -943685.437500 Penalty: 4454.976562
	Iteration 19Q: 3 clusters Score -943685.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -943706.062500 Penalty: 4454.976562
	Iteration 20F: 3 clusters Score -943706.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -943729.125000 Penalty: 4454.976562
	Iteration 21Q: 3 clusters Score -943729.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -943753.000000 Penalty: 4454.976562
	Iteration 22Q: 3 clusters Score -943753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -943780.875000 Penalty: 4454.976562
	Iteration 23Q: 3 clusters Score -943780.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -943800.187500 Penalty: 4454.976562
	Iteration 24Q: 3 clusters Score -943800.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -943820.687500 Penalty: 4454.976562
	Iteration 25Q: 3 clusters Score -943820.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -943852.250000 Penalty: 4454.976562
	Iteration 26Q: 3 clusters Score -943852.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -943878.125000 Penalty: 4454.976562
	Iteration 27Q: 3 clusters Score -943878.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -943912.312500 Penalty: 4454.976562
	Iteration 28Q: 3 clusters Score -943912.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -943956.437500 Penalty: 4454.976562
	Iteration 29Q: 3 clusters Score -943956.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -944013.187500 Penalty: 4454.976562
	Iteration 30Q: 3 clusters Score -944013.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -944056.375000 Penalty: 4454.976562
	Iteration 31Q: 3 clusters Score -944056.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -944088.375000 Penalty: 4454.976562
	Iteration 32Q: 3 clusters Score -944088.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -944113.125000 Penalty: 4454.976562
	Iteration 33Q: 3 clusters Score -944113.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -944135.062500 Penalty: 4454.976562
	Iteration 34Q: 3 clusters Score -944135.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -944160.000000 Penalty: 4454.976562
	Iteration 35Q: 3 clusters Score -944160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -944178.562500 Penalty: 4454.976562
	Iteration 36Q: 3 clusters Score -944178.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -944200.000000 Penalty: 4454.976562
	Iteration 37Q: 3 clusters Score -944200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -944230.562500 Penalty: 4454.976562
	Iteration 38Q: 3 clusters Score -944230.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -944262.750000 Penalty: 4454.976562
	Iteration 39Q: 3 clusters Score -944262.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -944303.562500 Penalty: 4454.976562
	Iteration 40F: 3 clusters Score -944303.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -944353.562500 Penalty: 4454.976562
	Iteration 41Q: 3 clusters Score -944353.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -944401.187500 Penalty: 4454.976562
	Iteration 42Q: 3 clusters Score -944401.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -944448.687500 Penalty: 4454.976562
	Iteration 43Q: 3 clusters Score -944448.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -944497.250000 Penalty: 4454.976562
	Iteration 44Q: 3 clusters Score -944497.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -944543.375000 Penalty: 4454.976562
	Iteration 45Q: 3 clusters Score -944543.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -944582.937500 Penalty: 4454.976562
	Iteration 46Q: 3 clusters Score -944582.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -944608.062500 Penalty: 4454.976562
	Iteration 47Q: 3 clusters Score -944608.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -944637.125000 Penalty: 4454.976562
	Iteration 48Q: 3 clusters Score -944637.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -944658.687500 Penalty: 4454.976562
	Iteration 49Q: 3 clusters Score -944658.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -944687.625000 Penalty: 4454.976562
	Iteration 50Q: 3 clusters Score -944687.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -944710.437500 Penalty: 4454.976562
	Iteration 51Q: 3 clusters Score -944710.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -944725.812500 Penalty: 4454.976562
	Iteration 52Q: 3 clusters Score -944725.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -944743.375000 Penalty: 4454.976562
	Iteration 53Q: 3 clusters Score -944743.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -944751.750000 Penalty: 4454.976562
	Iteration 54Q: 3 clusters Score -944751.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -944765.500000 Penalty: 4454.976562
	Iteration 55Q: 3 clusters Score -944765.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -944773.750000 Penalty: 4454.976562
	Iteration 56Q: 3 clusters Score -944773.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -944783.000000 Penalty: 4454.976562
	Iteration 57Q: 3 clusters Score -944783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -944792.375000 Penalty: 4454.976562
	Iteration 58Q: 3 clusters Score -944792.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -944801.500000 Penalty: 4454.976562
	Iteration 59Q: 3 clusters Score -944801.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -944810.000000 Penalty: 4454.976562
	Iteration 60F: 3 clusters Score -944810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -944818.625000 Penalty: 4454.976562
	Iteration 61Q: 3 clusters Score -944818.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -944825.062500 Penalty: 4454.976562
	Iteration 62Q: 3 clusters Score -944825.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -944828.812500 Penalty: 4454.976562
	Iteration 63Q: 3 clusters Score -944828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -944834.187500 Penalty: 4454.976562
	Iteration 64Q: 3 clusters Score -944834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -944834.312500 Penalty: 4454.976562
	Iteration 65Q: 3 clusters Score -944834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -944836.500000 Penalty: 4454.976562
	Iteration 66Q: 3 clusters Score -944836.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -944841.000000 Penalty: 4454.976562
	Iteration 67Q: 3 clusters Score -944841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -944844.562500 Penalty: 4454.976562
	Iteration 68Q: 3 clusters Score -944844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -944846.562500 Penalty: 4454.976562
	Iteration 69Q: 3 clusters Score -944846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -944850.000000 Penalty: 4454.976562
	Iteration 70Q: 3 clusters Score -944850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -944848.687500 Penalty: 4454.976562
	Iteration 71Q: 3 clusters Score -944848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -944849.750000 Penalty: 4454.976562
	Iteration 72Q: 3 clusters Score -944849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -944851.812500 Penalty: 4454.976562
	Iteration 73Q: 3 clusters Score -944851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -944852.187500 Penalty: 4454.976562
	Iteration 74Q: 3 clusters Score -944852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -944852.375000 Penalty: 4454.976562
	Iteration 75Q: 3 clusters Score -944852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -944852.750000 Penalty: 4454.976562
	Iteration 76Q: 3 clusters Score -944852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -944854.500000 Penalty: 4454.976562
	Iteration 77Q: 3 clusters Score -944854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -944855.437500 Penalty: 4454.976562
	Iteration 78Q: 3 clusters Score -944855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -944856.812500 Penalty: 4454.976562
	Iteration 79Q: 3 clusters Score -944856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -944857.312500 Penalty: 4454.976562
	Iteration 80F: 3 clusters Score -944857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -944857.375000 Penalty: 4454.976562
	Iteration 81Q: 3 clusters Score -944857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -944857.875000 Penalty: 4454.976562
	Iteration 82Q: 3 clusters Score -944857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -944857.500000 Penalty: 4454.976562
	Iteration 83Q: 3 clusters Score -944857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -944858.375000 Penalty: 4454.976562
	Iteration 84Q: 3 clusters Score -944858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -944859.625000 Penalty: 4454.976562
	Iteration 85Q: 3 clusters Score -944859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -944861.000000 Penalty: 4454.976562
	Iteration 86Q: 3 clusters Score -944861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -944859.250000 Penalty: 4454.976562
	Iteration 87Q: 3 clusters Score -944859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -944861.312500 Penalty: 4454.976562
	Iteration 88Q: 3 clusters Score -944861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -944864.312500 Penalty: 4454.976562
	Iteration 89Q: 3 clusters Score -944864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -944865.562500 Penalty: 4454.976562
	Iteration 90Q: 3 clusters Score -944865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -944863.625000 Penalty: 4454.976562
	Iteration 91Q: 3 clusters Score -944863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -944864.375000 Penalty: 4454.976562
	Iteration 92Q: 3 clusters Score -944864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -944864.000000 Penalty: 4454.976562
	Iteration 93Q: 3 clusters Score -944864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -944866.312500 Penalty: 4454.976562
	Iteration 94Q: 3 clusters Score -944866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -944866.312500 Penalty: 4454.976562
	Iteration 95F: 3 clusters Score -944866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -67880.093750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -67880.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66289.250000 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -66289.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66496.914062 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -66496.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66564.039062 Penalty: 3175.350830
	Iteration 2Q: 3 clusters Score -66564.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66616.148438 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -66616.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66641.500000 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -66641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66646.960938 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -66646.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66648.976562 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -66648.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66655.593750 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -66655.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66661.257812 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -66661.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66662.539062 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -66662.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66662.539062 Penalty: 3175.350830
	Iteration 10F: 3 clusters Score -66662.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (129282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129282 members 
Entering Unmasked Estep 
Score: -15511802.000000 Penalty: 2918.898438
	Iteration 0F: 2 clusters Score -1.55118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -15425381.000000 Penalty: 5837.796875
	Iteration 0F: 3 clusters Score -1.542538e+07 nChanged 61562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -15460861.000000 Penalty: 5837.796875
	Iteration 1F: 3 clusters Score -1.546086e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -15462101.000000 Penalty: 5837.796875
	Iteration 2Q: 3 clusters Score -1.54621e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -15463334.000000 Penalty: 5837.796875
	Iteration 3Q: 3 clusters Score -1.546333e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -15464954.000000 Penalty: 5837.796875
	Iteration 4Q: 3 clusters Score -1.546495e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -15466861.000000 Penalty: 5837.796875
	Iteration 5Q: 3 clusters Score -1.546686e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -15469437.000000 Penalty: 5837.796875
	Iteration 6Q: 3 clusters Score -1.546944e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -15472531.000000 Penalty: 5837.796875
	Iteration 7F: 3 clusters Score -1.547253e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -15476464.000000 Penalty: 5837.796875
	Iteration 8F: 3 clusters Score -1.547646e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -15481122.000000 Penalty: 5837.796875
	Iteration 9F: 3 clusters Score -1.548112e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -15485917.000000 Penalty: 5837.796875
	Iteration 10F: 3 clusters Score -1.548592e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -15489666.000000 Penalty: 5837.796875
	Iteration 11Q: 3 clusters Score -1.548967e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -15492111.000000 Penalty: 5837.796875
	Iteration 12Q: 3 clusters Score -1.549211e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -15493611.000000 Penalty: 5837.796875
	Iteration 13Q: 3 clusters Score -1.549361e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -15494811.000000 Penalty: 5837.796875
	Iteration 14Q: 3 clusters Score -1.549481e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -15496053.000000 Penalty: 5837.796875
	Iteration 15Q: 3 clusters Score -1.549605e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -15497177.000000 Penalty: 5837.796875
	Iteration 16Q: 3 clusters Score -1.549718e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -15498478.000000 Penalty: 5837.796875
	Iteration 17Q: 3 clusters Score -1.549848e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -15499918.000000 Penalty: 5837.796875
	Iteration 18Q: 3 clusters Score -1.549992e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -15501267.000000 Penalty: 5837.796875
	Iteration 19Q: 3 clusters Score -1.550127e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -15502488.000000 Penalty: 5837.796875
	Iteration 20F: 3 clusters Score -1.550249e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 116600 members 
Entering Unmasked Estep 
Score: -15503561.000000 Penalty: 5837.796875
	Iteration 21Q: 3 clusters Score -1.550356e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 118626 members 
Entering Unmasked Estep 
Score: -15504654.000000 Penalty: 5837.796875
	Iteration 22Q: 3 clusters Score -1.550465e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 120433 members 
Entering Unmasked Estep 
Score: -15505668.000000 Penalty: 5837.796875
	Iteration 23Q: 3 clusters Score -1.550567e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 122046 members 
Entering Unmasked Estep 
Score: -15506554.000000 Penalty: 5837.796875
	Iteration 24Q: 3 clusters Score -1.550655e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -15507338.000000 Penalty: 5837.796875
	Iteration 25Q: 3 clusters Score -1.550734e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 124544 members 
Entering Unmasked Estep 
Score: -15507989.000000 Penalty: 5837.796875
	Iteration 26Q: 3 clusters Score -1.550799e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 125452 members 
Entering Unmasked Estep 
Score: -15508490.000000 Penalty: 5837.796875
	Iteration 27Q: 3 clusters Score -1.550849e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -15508842.000000 Penalty: 5837.796875
	Iteration 28Q: 3 clusters Score -1.550884e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -15509111.000000 Penalty: 5837.796875
	Iteration 29Q: 3 clusters Score -1.550911e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 127044 members 
Entering Unmasked Estep 
Score: -15509282.000000 Penalty: 5837.796875
	Iteration 30Q: 3 clusters Score -1.550928e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -15509374.000000 Penalty: 5837.796875
	Iteration 31Q: 3 clusters Score -1.550937e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 127455 members 
Entering Unmasked Estep 
Score: -15509465.000000 Penalty: 5837.796875
	Iteration 32Q: 3 clusters Score -1.550946e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -15509514.000000 Penalty: 5837.796875
	Iteration 33Q: 3 clusters Score -1.550951e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 127692 members 
Entering Unmasked Estep 
Score: -15509613.000000 Penalty: 5837.796875
	Iteration 34Q: 3 clusters Score -1.550961e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 127766 members 
Entering Unmasked Estep 
Score: -15509629.000000 Penalty: 5837.796875
	Iteration 35Q: 3 clusters Score -1.550963e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 127825 members 
Entering Unmasked Estep 
Score: -15509610.000000 Penalty: 5837.796875
	Iteration 36Q: 3 clusters Score -1.550961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -15509663.000000 Penalty: 5837.796875
	Iteration 37Q: 3 clusters Score -1.550966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 127896 members 
Entering Unmasked Estep 
Score: -15509667.000000 Penalty: 5837.796875
	Iteration 38Q: 3 clusters Score -1.550967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -15509662.000000 Penalty: 5837.796875
	Iteration 39Q: 3 clusters Score -1.550966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -15509670.000000 Penalty: 5837.796875
	Iteration 40F: 3 clusters Score -1.550967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 127969 members 
Entering Unmasked Estep 
Score: -15509674.000000 Penalty: 5837.796875
	Iteration 41Q: 3 clusters Score -1.550967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 127987 members 
Entering Unmasked Estep 
Score: -15509672.000000 Penalty: 5837.796875
	Iteration 42Q: 3 clusters Score -1.550967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 128004 members 
Entering Unmasked Estep 
Score: -15509672.000000 Penalty: 5837.796875
	Iteration 43Q: 3 clusters Score -1.550967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -15509662.000000 Penalty: 5837.796875
	Iteration 44Q: 3 clusters Score -1.550966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -15509683.000000 Penalty: 5837.796875
	Iteration 45Q: 3 clusters Score -1.550968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -15509694.000000 Penalty: 5837.796875
	Iteration 46Q: 3 clusters Score -1.550969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 128042 members 
Entering Unmasked Estep 
Score: -15509701.000000 Penalty: 5837.796875
	Iteration 47Q: 3 clusters Score -1.55097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 128047 members 
Entering Unmasked Estep 
Score: -15509709.000000 Penalty: 5837.796875
	Iteration 48Q: 3 clusters Score -1.550971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 128049 members 
Entering Unmasked Estep 
Score: -15509707.000000 Penalty: 5837.796875
	Iteration 49Q: 3 clusters Score -1.550971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 128052 members 
Entering Unmasked Estep 
Score: -15509706.000000 Penalty: 5837.796875
	Iteration 50Q: 3 clusters Score -1.550971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 128056 members 
Entering Unmasked Estep 
Score: -15509714.000000 Penalty: 5837.796875
	Iteration 51Q: 3 clusters Score -1.550971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 128057 members 
Entering Unmasked Estep 
Score: -15509726.000000 Penalty: 5837.796875
	Iteration 52Q: 3 clusters Score -1.550973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 128059 members 
Entering Unmasked Estep 
Score: -15509715.000000 Penalty: 5837.796875
	Iteration 53Q: 3 clusters Score -1.550972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -15509715.000000 Penalty: 5837.796875
	Iteration 54Q: 3 clusters Score -1.550972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -15509720.000000 Penalty: 5837.796875
	Iteration 55Q: 3 clusters Score -1.550972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 128064 members 
Entering Unmasked Estep 
Score: -15509715.000000 Penalty: 5837.796875
	Iteration 56Q: 3 clusters Score -1.550972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 128064 members 
Entering Unmasked Estep 
Score: -15509715.000000 Penalty: 5837.796875
	Iteration 57F: 3 clusters Score -1.550972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Entering Unmasked Estep 
Score: -830769.937500 Penalty: 2197.122070
	Iteration 0F: 2 clusters Score -830769.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -825000.000000 Penalty: 4394.244141
	Iteration 0F: 3 clusters Score -825000 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -826602.875000 Penalty: 4394.244141
	Iteration 1F: 3 clusters Score -826602.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -826929.312500 Penalty: 4394.244141
	Iteration 2F: 3 clusters Score -826929.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -827172.062500 Penalty: 4394.244141
	Iteration 3F: 3 clusters Score -827172.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -827435.750000 Penalty: 4394.244141
	Iteration 4F: 3 clusters Score -827435.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -827725.125000 Penalty: 4394.244141
	Iteration 5F: 3 clusters Score -827725.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -828060.812500 Penalty: 4394.244141
	Iteration 6F: 3 clusters Score -828060.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -828413.187500 Penalty: 4394.244141
	Iteration 7F: 3 clusters Score -828413.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -828723.625000 Penalty: 4394.244141
	Iteration 8F: 3 clusters Score -828723.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -828958.437500 Penalty: 4394.244141
	Iteration 9Q: 3 clusters Score -828958.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -829119.062500 Penalty: 4394.244141
	Iteration 10Q: 3 clusters Score -829119.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -829234.562500 Penalty: 4394.244141
	Iteration 11Q: 3 clusters Score -829234.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -829317.125000 Penalty: 4394.244141
	Iteration 12Q: 3 clusters Score -829317.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -829378.812500 Penalty: 4394.244141
	Iteration 13Q: 3 clusters Score -829378.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -829415.875000 Penalty: 4394.244141
	Iteration 14Q: 3 clusters Score -829415.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -829441.125000 Penalty: 4394.244141
	Iteration 15Q: 3 clusters Score -829441.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -829467.875000 Penalty: 4394.244141
	Iteration 16Q: 3 clusters Score -829467.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -829500.437500 Penalty: 4394.244141
	Iteration 17Q: 3 clusters Score -829500.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -829532.687500 Penalty: 4394.244141
	Iteration 18Q: 3 clusters Score -829532.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -829566.562500 Penalty: 4394.244141
	Iteration 19Q: 3 clusters Score -829566.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -829579.625000 Penalty: 4394.244141
	Iteration 20F: 3 clusters Score -829579.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -829593.812500 Penalty: 4394.244141
	Iteration 21Q: 3 clusters Score -829593.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -829604.437500 Penalty: 4394.244141
	Iteration 22Q: 3 clusters Score -829604.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -829617.500000 Penalty: 4394.244141
	Iteration 23Q: 3 clusters Score -829617.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -829625.812500 Penalty: 4394.244141
	Iteration 24Q: 3 clusters Score -829625.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -829632.625000 Penalty: 4394.244141
	Iteration 25Q: 3 clusters Score -829632.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -829636.375000 Penalty: 4394.244141
	Iteration 26Q: 3 clusters Score -829636.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -829641.812500 Penalty: 4394.244141
	Iteration 27Q: 3 clusters Score -829641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -829644.875000 Penalty: 4394.244141
	Iteration 28Q: 3 clusters Score -829644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -829647.625000 Penalty: 4394.244141
	Iteration 29Q: 3 clusters Score -829647.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -829654.062500 Penalty: 4394.244141
	Iteration 30Q: 3 clusters Score -829654.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -829661.312500 Penalty: 4394.244141
	Iteration 31Q: 3 clusters Score -829661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -829662.812500 Penalty: 4394.244141
	Iteration 32Q: 3 clusters Score -829662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -829665.437500 Penalty: 4394.244141
	Iteration 33Q: 3 clusters Score -829665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -829667.875000 Penalty: 4394.244141
	Iteration 34Q: 3 clusters Score -829667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -829666.937500 Penalty: 4394.244141
	Iteration 35Q: 3 clusters Score -829666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -829669.750000 Penalty: 4394.244141
	Iteration 36Q: 3 clusters Score -829669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -829671.312500 Penalty: 4394.244141
	Iteration 37Q: 3 clusters Score -829671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -829675.750000 Penalty: 4394.244141
	Iteration 38Q: 3 clusters Score -829675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -829678.625000 Penalty: 4394.244141
	Iteration 39Q: 3 clusters Score -829678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -829680.687500 Penalty: 4394.244141
	Iteration 40F: 3 clusters Score -829680.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -829683.250000 Penalty: 4394.244141
	Iteration 41Q: 3 clusters Score -829683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -829683.125000 Penalty: 4394.244141
	Iteration 42Q: 3 clusters Score -829683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -829682.437500 Penalty: 4394.244141
	Iteration 43Q: 3 clusters Score -829682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -829682.437500 Penalty: 4394.244141
	Iteration 44F: 3 clusters Score -829682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Entering Unmasked Estep 
Score: -20334222.000000 Penalty: 2983.904785
	Iteration 0F: 2 clusters Score -2.033422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -20227554.000000 Penalty: 5967.809570
	Iteration 0F: 3 clusters Score -2.022755e+07 nChanged 80536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -20274934.000000 Penalty: 5967.809570
	Iteration 1F: 3 clusters Score -2.027493e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -20277056.000000 Penalty: 5967.809570
	Iteration 2Q: 3 clusters Score -2.027706e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -20280194.000000 Penalty: 5967.809570
	Iteration 3Q: 3 clusters Score -2.028019e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -20284982.000000 Penalty: 5967.809570
	Iteration 4F: 3 clusters Score -2.028498e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -20291064.000000 Penalty: 5967.809570
	Iteration 5F: 3 clusters Score -2.029106e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -20297782.000000 Penalty: 5967.809570
	Iteration 6F: 3 clusters Score -2.029778e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 123293 members 
Entering Unmasked Estep 
Score: -20304538.000000 Penalty: 5967.809570
	Iteration 7F: 3 clusters Score -2.030454e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -20310762.000000 Penalty: 5967.809570
	Iteration 8F: 3 clusters Score -2.031076e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 140887 members 
Entering Unmasked Estep 
Score: -20316886.000000 Penalty: 5967.809570
	Iteration 9F: 3 clusters Score -2.031689e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 148871 members 
Entering Unmasked Estep 
Score: -20322092.000000 Penalty: 5967.809570
	Iteration 10Q: 3 clusters Score -2.032209e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 155558 members 
Entering Unmasked Estep 
Score: -20325922.000000 Penalty: 5967.809570
	Iteration 11Q: 3 clusters Score -2.032592e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 160390 members 
Entering Unmasked Estep 
Score: -20328458.000000 Penalty: 5967.809570
	Iteration 12Q: 3 clusters Score -2.032846e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -20330170.000000 Penalty: 5967.809570
	Iteration 13Q: 3 clusters Score -2.033017e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -20331086.000000 Penalty: 5967.809570
	Iteration 14Q: 3 clusters Score -2.033109e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -20331522.000000 Penalty: 5967.809570
	Iteration 15Q: 3 clusters Score -2.033152e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -20331858.000000 Penalty: 5967.809570
	Iteration 16Q: 3 clusters Score -2.033186e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 166829 members 
Entering Unmasked Estep 
Score: -20332030.000000 Penalty: 5967.809570
	Iteration 17Q: 3 clusters Score -2.033203e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -20332174.000000 Penalty: 5967.809570
	Iteration 18Q: 3 clusters Score -2.033217e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 167010 members 
Entering Unmasked Estep 
Score: -20332256.000000 Penalty: 5967.809570
	Iteration 19Q: 3 clusters Score -2.033226e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -20332294.000000 Penalty: 5967.809570
	Iteration 20F: 3 clusters Score -2.033229e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -20332314.000000 Penalty: 5967.809570
	Iteration 21Q: 3 clusters Score -2.033231e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -20332350.000000 Penalty: 5967.809570
	Iteration 22Q: 3 clusters Score -2.033235e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 167101 members 
Entering Unmasked Estep 
Score: -20332382.000000 Penalty: 5967.809570
	Iteration 23Q: 3 clusters Score -2.033238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 167105 members 
Entering Unmasked Estep 
Score: -20332404.000000 Penalty: 5967.809570
	Iteration 24Q: 3 clusters Score -2.03324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 167115 members 
Entering Unmasked Estep 
Score: -20332406.000000 Penalty: 5967.809570
	Iteration 25Q: 3 clusters Score -2.033241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -20332414.000000 Penalty: 5967.809570
	Iteration 26Q: 3 clusters Score -2.033241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -20332434.000000 Penalty: 5967.809570
	Iteration 27Q: 3 clusters Score -2.033243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -20332452.000000 Penalty: 5967.809570
	Iteration 28Q: 3 clusters Score -2.033245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -20332458.000000 Penalty: 5967.809570
	Iteration 29Q: 3 clusters Score -2.033246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -20332474.000000 Penalty: 5967.809570
	Iteration 30Q: 3 clusters Score -2.033247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -20332454.000000 Penalty: 5967.809570
	Iteration 31Q: 3 clusters Score -2.033245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -20332460.000000 Penalty: 5967.809570
	Iteration 32Q: 3 clusters Score -2.033246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -20332460.000000 Penalty: 5967.809570
	Iteration 33Q: 3 clusters Score -2.033246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -20332480.000000 Penalty: 5967.809570
	Iteration 34Q: 3 clusters Score -2.033248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -20332476.000000 Penalty: 5967.809570
	Iteration 35Q: 3 clusters Score -2.033248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -20332480.000000 Penalty: 5967.809570
	Iteration 36Q: 3 clusters Score -2.033248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -20332470.000000 Penalty: 5967.809570
	Iteration 37Q: 3 clusters Score -2.033247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -20332468.000000 Penalty: 5967.809570
	Iteration 38Q: 3 clusters Score -2.033247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -20332486.000000 Penalty: 5967.809570
	Iteration 39Q: 3 clusters Score -2.033249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -20332474.000000 Penalty: 5967.809570
	Iteration 40F: 3 clusters Score -2.033247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -20332474.000000 Penalty: 5967.809570
	Iteration 41Q: 3 clusters Score -2.033247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -20332474.000000 Penalty: 5967.809570
	Iteration 42F: 3 clusters Score -2.033247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Entering Unmasked Estep 
Score: -8206153.500000 Penalty: 2759.998535
	Iteration 0F: 2 clusters Score -8206154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -8160346.500000 Penalty: 5519.997070
	Iteration 0F: 3 clusters Score -8160346 nChanged 31802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -8178098.500000 Penalty: 5519.997070
	Iteration 1F: 3 clusters Score -8178098 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -8178587.500000 Penalty: 5519.997070
	Iteration 2Q: 3 clusters Score -8178588 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8179085.000000 Penalty: 5519.997070
	Iteration 3Q: 3 clusters Score -8179085 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -8179518.500000 Penalty: 5519.997070
	Iteration 4Q: 3 clusters Score -8179518 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -8180020.000000 Penalty: 5519.997070
	Iteration 5Q: 3 clusters Score -8180020 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -8180503.500000 Penalty: 5519.997070
	Iteration 6Q: 3 clusters Score -8180504 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -8181146.500000 Penalty: 5519.997070
	Iteration 7Q: 3 clusters Score -8181146 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -8182019.000000 Penalty: 5519.997070
	Iteration 8Q: 3 clusters Score -8182019 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -8183264.500000 Penalty: 5519.997070
	Iteration 9Q: 3 clusters Score -8183264 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -8185105.500000 Penalty: 5519.997070
	Iteration 10F: 3 clusters Score -8185106 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -8187876.000000 Penalty: 5519.997070
	Iteration 11F: 3 clusters Score -8187876 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -8191646.000000 Penalty: 5519.997070
	Iteration 12F: 3 clusters Score -8191646 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -8195792.000000 Penalty: 5519.997070
	Iteration 13F: 3 clusters Score -8195792 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8199465.000000 Penalty: 5519.997070
	Iteration 14F: 3 clusters Score -8199465 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8201754.000000 Penalty: 5519.997070
	Iteration 15Q: 3 clusters Score -8201754 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8202832.500000 Penalty: 5519.997070
	Iteration 16Q: 3 clusters Score -8202832 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8203310.000000 Penalty: 5519.997070
	Iteration 17Q: 3 clusters Score -8203310 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8203511.000000 Penalty: 5519.997070
	Iteration 18Q: 3 clusters Score -8203511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8203614.500000 Penalty: 5519.997070
	Iteration 19Q: 3 clusters Score -8203614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8203659.500000 Penalty: 5519.997070
	Iteration 20F: 3 clusters Score -8203660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8203678.500000 Penalty: 5519.997070
	Iteration 21Q: 3 clusters Score -8203678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8203681.000000 Penalty: 5519.997070
	Iteration 22Q: 3 clusters Score -8203681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8203695.500000 Penalty: 5519.997070
	Iteration 23Q: 3 clusters Score -8203696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8203709.000000 Penalty: 5519.997070
	Iteration 24Q: 3 clusters Score -8203709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8203709.000000 Penalty: 5519.997070
	Iteration 25Q: 3 clusters Score -8203709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8203712.000000 Penalty: 5519.997070
	Iteration 26Q: 3 clusters Score -8203712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8203710.500000 Penalty: 5519.997070
	Iteration 27Q: 3 clusters Score -8203710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8203708.500000 Penalty: 5519.997070
	Iteration 28Q: 3 clusters Score -8203708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8203708.500000 Penalty: 5519.997070
	Iteration 29F: 3 clusters Score -8203708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Entering Unmasked Estep 
Score: -2498264.500000 Penalty: 2480.601807
	Iteration 0F: 2 clusters Score -2498264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2482790.500000 Penalty: 4961.203613
	Iteration 0F: 3 clusters Score -2482790 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2488158.000000 Penalty: 4961.203613
	Iteration 1F: 3 clusters Score -2488158 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2488787.250000 Penalty: 4961.203613
	Iteration 2F: 3 clusters Score -2488787 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2489389.500000 Penalty: 4961.203613
	Iteration 3F: 3 clusters Score -2489390 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2489989.750000 Penalty: 4961.203613
	Iteration 4F: 3 clusters Score -2489990 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2490614.250000 Penalty: 4961.203613
	Iteration 5F: 3 clusters Score -2490614 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2491321.500000 Penalty: 4961.203613
	Iteration 6F: 3 clusters Score -2491322 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2492055.000000 Penalty: 4961.203613
	Iteration 7F: 3 clusters Score -2492055 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2492704.750000 Penalty: 4961.203613
	Iteration 8Q: 3 clusters Score -2492705 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2493292.000000 Penalty: 4961.203613
	Iteration 9Q: 3 clusters Score -2493292 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2493855.750000 Penalty: 4961.203613
	Iteration 10Q: 3 clusters Score -2493856 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2494303.000000 Penalty: 4961.203613
	Iteration 11Q: 3 clusters Score -2494303 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2494642.000000 Penalty: 4961.203613
	Iteration 12Q: 3 clusters Score -2494642 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2494902.500000 Penalty: 4961.203613
	Iteration 13Q: 3 clusters Score -2494902 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2495141.250000 Penalty: 4961.203613
	Iteration 14Q: 3 clusters Score -2495141 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2495347.000000 Penalty: 4961.203613
	Iteration 15Q: 3 clusters Score -2495347 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2495485.250000 Penalty: 4961.203613
	Iteration 16Q: 3 clusters Score -2495485 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2495603.500000 Penalty: 4961.203613
	Iteration 17Q: 3 clusters Score -2495604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2495708.250000 Penalty: 4961.203613
	Iteration 18Q: 3 clusters Score -2495708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2495784.500000 Penalty: 4961.203613
	Iteration 19Q: 3 clusters Score -2495784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2495840.250000 Penalty: 4961.203613
	Iteration 20F: 3 clusters Score -2495840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2495890.250000 Penalty: 4961.203613
	Iteration 21Q: 3 clusters Score -2495890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2495933.000000 Penalty: 4961.203613
	Iteration 22Q: 3 clusters Score -2495933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2495962.000000 Penalty: 4961.203613
	Iteration 23Q: 3 clusters Score -2495962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2495987.000000 Penalty: 4961.203613
	Iteration 24Q: 3 clusters Score -2495987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2496012.500000 Penalty: 4961.203613
	Iteration 25Q: 3 clusters Score -2496012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2496035.500000 Penalty: 4961.203613
	Iteration 26Q: 3 clusters Score -2496036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2496058.500000 Penalty: 4961.203613
	Iteration 27Q: 3 clusters Score -2496058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2496074.500000 Penalty: 4961.203613
	Iteration 28Q: 3 clusters Score -2496074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2496093.750000 Penalty: 4961.203613
	Iteration 29Q: 3 clusters Score -2496094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2496104.250000 Penalty: 4961.203613
	Iteration 30Q: 3 clusters Score -2496104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2496128.750000 Penalty: 4961.203613
	Iteration 31Q: 3 clusters Score -2496129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2496137.250000 Penalty: 4961.203613
	Iteration 32Q: 3 clusters Score -2496137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2496150.000000 Penalty: 4961.203613
	Iteration 33Q: 3 clusters Score -2496150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2496161.000000 Penalty: 4961.203613
	Iteration 34Q: 3 clusters Score -2496161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2496167.750000 Penalty: 4961.203613
	Iteration 35Q: 3 clusters Score -2496168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2496177.000000 Penalty: 4961.203613
	Iteration 36Q: 3 clusters Score -2496177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2496182.750000 Penalty: 4961.203613
	Iteration 37Q: 3 clusters Score -2496183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2496187.000000 Penalty: 4961.203613
	Iteration 38Q: 3 clusters Score -2496187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2496191.500000 Penalty: 4961.203613
	Iteration 39Q: 3 clusters Score -2496192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2496190.250000 Penalty: 4961.203613
	Iteration 40F: 3 clusters Score -2496190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -392965.656250 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -392965.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -389351.812500 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -389351.8 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -390253.781250 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -390253.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -390522.875000 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -390522.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -390708.500000 Penalty: 4063.926514
	Iteration 3F: 3 clusters Score -390708.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -390884.656250 Penalty: 4063.926514
	Iteration 4F: 3 clusters Score -390884.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -391046.937500 Penalty: 4063.926514
	Iteration 5F: 3 clusters Score -391046.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -391182.843750 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -391182.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -391281.875000 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -391281.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -391360.218750 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -391360.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -391414.937500 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -391414.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -391445.656250 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -391445.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -391466.968750 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -391467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -391480.656250 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -391480.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -391490.593750 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -391490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -391497.062500 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -391497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -391505.062500 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -391505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -391508.906250 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -391508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -391513.312500 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -391513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -391517.156250 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -391517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -391518.843750 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -391518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -391524.968750 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -391525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -391527.406250 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -391527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -391527.968750 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -391528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -391528.562500 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -391528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -391530.562500 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -391530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -391531.062500 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -391531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -391533.156250 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -391533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -391535.250000 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -391535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -391537.812500 Penalty: 4063.926514
	Iteration 28Q: 3 clusters Score -391537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -391539.281250 Penalty: 4063.926514
	Iteration 29Q: 3 clusters Score -391539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -391539.812500 Penalty: 4063.926514
	Iteration 30Q: 3 clusters Score -391539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -391540.312500 Penalty: 4063.926514
	Iteration 31Q: 3 clusters Score -391540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -391540.718750 Penalty: 4063.926514
	Iteration 32Q: 3 clusters Score -391540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -391542.312500 Penalty: 4063.926514
	Iteration 33Q: 3 clusters Score -391542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -391543.125000 Penalty: 4063.926514
	Iteration 34Q: 3 clusters Score -391543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -391543.125000 Penalty: 4063.926514
	Iteration 35F: 3 clusters Score -391543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -91083.546875 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -91083.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89286.179688 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -89286.18 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89531.882812 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -89531.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89649.101562 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -89649.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89781.398438 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -89781.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89860.437500 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -89860.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -89902.187500 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -89902.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89933.726562 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -89933.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -89959.992188 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -89959.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89968.820312 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -89968.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89977.921875 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -89977.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89987.375000 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -89987.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89992.007812 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -89992.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -89993.757812 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -89993.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -89993.757812 Penalty: 3340.357422
	Iteration 13F: 3 clusters Score -89993.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Entering Unmasked Estep 
Score: -9535069.000000 Penalty: 2801.189209
	Iteration 0F: 2 clusters Score -9535069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -9481086.000000 Penalty: 5602.378418
	Iteration 0F: 3 clusters Score -9481086 nChanged 37898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -9502968.000000 Penalty: 5602.378418
	Iteration 1F: 3 clusters Score -9502968 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -9503956.000000 Penalty: 5602.378418
	Iteration 2Q: 3 clusters Score -9503956 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -9505685.000000 Penalty: 5602.378418
	Iteration 3Q: 3 clusters Score -9505685 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -9508143.000000 Penalty: 5602.378418
	Iteration 4F: 3 clusters Score -9508143 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -9511947.000000 Penalty: 5602.378418
	Iteration 5F: 3 clusters Score -9511947 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -9516857.000000 Penalty: 5602.378418
	Iteration 6F: 3 clusters Score -9516857 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -9522084.000000 Penalty: 5602.378418
	Iteration 7F: 3 clusters Score -9522084 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -9526417.000000 Penalty: 5602.378418
	Iteration 8F: 3 clusters Score -9526417 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -9529316.000000 Penalty: 5602.378418
	Iteration 9Q: 3 clusters Score -9529316 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -9530907.000000 Penalty: 5602.378418
	Iteration 10Q: 3 clusters Score -9530907 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -9531753.000000 Penalty: 5602.378418
	Iteration 11Q: 3 clusters Score -9531753 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -9532195.000000 Penalty: 5602.378418
	Iteration 12Q: 3 clusters Score -9532195 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -9532410.000000 Penalty: 5602.378418
	Iteration 13Q: 3 clusters Score -9532410 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -9532582.000000 Penalty: 5602.378418
	Iteration 14Q: 3 clusters Score -9532582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -9532658.000000 Penalty: 5602.378418
	Iteration 15Q: 3 clusters Score -9532658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -9532726.000000 Penalty: 5602.378418
	Iteration 16Q: 3 clusters Score -9532726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -9532765.000000 Penalty: 5602.378418
	Iteration 17Q: 3 clusters Score -9532765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -9532795.000000 Penalty: 5602.378418
	Iteration 18Q: 3 clusters Score -9532795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -9532798.000000 Penalty: 5602.378418
	Iteration 19Q: 3 clusters Score -9532798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -9532815.000000 Penalty: 5602.378418
	Iteration 20F: 3 clusters Score -9532815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -9532829.000000 Penalty: 5602.378418
	Iteration 21Q: 3 clusters Score -9532829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -9532836.000000 Penalty: 5602.378418
	Iteration 22Q: 3 clusters Score -9532836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -9532834.000000 Penalty: 5602.378418
	Iteration 23Q: 3 clusters Score -9532834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -9532841.000000 Penalty: 5602.378418
	Iteration 24Q: 3 clusters Score -9532841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -9532848.000000 Penalty: 5602.378418
	Iteration 25Q: 3 clusters Score -9532848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -9532843.000000 Penalty: 5602.378418
	Iteration 26Q: 3 clusters Score -9532843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -9532845.000000 Penalty: 5602.378418
	Iteration 27Q: 3 clusters Score -9532845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -9532849.000000 Penalty: 5602.378418
	Iteration 28Q: 3 clusters Score -9532849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -9532850.000000 Penalty: 5602.378418
	Iteration 29Q: 3 clusters Score -9532850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -9532855.000000 Penalty: 5602.378418
	Iteration 30Q: 3 clusters Score -9532855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -9532864.000000 Penalty: 5602.378418
	Iteration 31Q: 3 clusters Score -9532864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -9532867.000000 Penalty: 5602.378418
	Iteration 32Q: 3 clusters Score -9532867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -9532864.000000 Penalty: 5602.378418
	Iteration 33Q: 3 clusters Score -9532864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -9532862.000000 Penalty: 5602.378418
	Iteration 34Q: 3 clusters Score -9532862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -9532862.000000 Penalty: 5602.378418
	Iteration 35F: 3 clusters Score -9532862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Entering Unmasked Estep 
Score: -942440.812500 Penalty: 2249.113770
	Iteration 0F: 2 clusters Score -942440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -935597.500000 Penalty: 4498.227539
	Iteration 0F: 3 clusters Score -935597.5 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -937546.312500 Penalty: 4498.227539
	Iteration 1F: 3 clusters Score -937546.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -937916.375000 Penalty: 4498.227539
	Iteration 2F: 3 clusters Score -937916.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -938214.812500 Penalty: 4498.227539
	Iteration 3F: 3 clusters Score -938214.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -938439.437500 Penalty: 4498.227539
	Iteration 4F: 3 clusters Score -938439.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -938629.250000 Penalty: 4498.227539
	Iteration 5Q: 3 clusters Score -938629.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -938803.312500 Penalty: 4498.227539
	Iteration 6Q: 3 clusters Score -938803.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -938943.562500 Penalty: 4498.227539
	Iteration 7Q: 3 clusters Score -938943.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -939052.750000 Penalty: 4498.227539
	Iteration 8Q: 3 clusters Score -939052.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -939126.875000 Penalty: 4498.227539
	Iteration 9Q: 3 clusters Score -939126.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -939195.875000 Penalty: 4498.227539
	Iteration 10Q: 3 clusters Score -939195.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -939256.937500 Penalty: 4498.227539
	Iteration 11Q: 3 clusters Score -939256.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -939312.500000 Penalty: 4498.227539
	Iteration 12Q: 3 clusters Score -939312.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -939348.500000 Penalty: 4498.227539
	Iteration 13Q: 3 clusters Score -939348.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -939379.875000 Penalty: 4498.227539
	Iteration 14Q: 3 clusters Score -939379.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -939402.437500 Penalty: 4498.227539
	Iteration 15Q: 3 clusters Score -939402.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -939421.125000 Penalty: 4498.227539
	Iteration 16Q: 3 clusters Score -939421.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -939434.937500 Penalty: 4498.227539
	Iteration 17Q: 3 clusters Score -939434.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -939445.750000 Penalty: 4498.227539
	Iteration 18Q: 3 clusters Score -939445.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -939453.312500 Penalty: 4498.227539
	Iteration 19Q: 3 clusters Score -939453.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -939457.187500 Penalty: 4498.227539
	Iteration 20F: 3 clusters Score -939457.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -939465.625000 Penalty: 4498.227539
	Iteration 21Q: 3 clusters Score -939465.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -939470.812500 Penalty: 4498.227539
	Iteration 22Q: 3 clusters Score -939470.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -939477.000000 Penalty: 4498.227539
	Iteration 23Q: 3 clusters Score -939477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -939480.250000 Penalty: 4498.227539
	Iteration 24Q: 3 clusters Score -939480.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -939483.062500 Penalty: 4498.227539
	Iteration 25Q: 3 clusters Score -939483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -939485.375000 Penalty: 4498.227539
	Iteration 26Q: 3 clusters Score -939485.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -939487.937500 Penalty: 4498.227539
	Iteration 27Q: 3 clusters Score -939487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -939489.750000 Penalty: 4498.227539
	Iteration 28Q: 3 clusters Score -939489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -939491.375000 Penalty: 4498.227539
	Iteration 29Q: 3 clusters Score -939491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -939496.375000 Penalty: 4498.227539
	Iteration 30Q: 3 clusters Score -939496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -939498.062500 Penalty: 4498.227539
	Iteration 31Q: 3 clusters Score -939498.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -939500.312500 Penalty: 4498.227539
	Iteration 32Q: 3 clusters Score -939500.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -939501.500000 Penalty: 4498.227539
	Iteration 33Q: 3 clusters Score -939501.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -939504.937500 Penalty: 4498.227539
	Iteration 34Q: 3 clusters Score -939504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -939505.562500 Penalty: 4498.227539
	Iteration 35Q: 3 clusters Score -939505.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -939506.500000 Penalty: 4498.227539
	Iteration 36Q: 3 clusters Score -939506.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -939509.562500 Penalty: 4498.227539
	Iteration 37Q: 3 clusters Score -939509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -939511.125000 Penalty: 4498.227539
	Iteration 38Q: 3 clusters Score -939511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -939511.812500 Penalty: 4498.227539
	Iteration 39Q: 3 clusters Score -939511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -939515.000000 Penalty: 4498.227539
	Iteration 40F: 3 clusters Score -939515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -939517.187500 Penalty: 4498.227539
	Iteration 41Q: 3 clusters Score -939517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -939517.937500 Penalty: 4498.227539
	Iteration 42Q: 3 clusters Score -939517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -939518.250000 Penalty: 4498.227539
	Iteration 43Q: 3 clusters Score -939518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -939520.062500 Penalty: 4498.227539
	Iteration 44Q: 3 clusters Score -939520.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -939522.875000 Penalty: 4498.227539
	Iteration 45Q: 3 clusters Score -939522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -939522.500000 Penalty: 4498.227539
	Iteration 46Q: 3 clusters Score -939522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -939521.937500 Penalty: 4498.227539
	Iteration 47Q: 3 clusters Score -939521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -939523.750000 Penalty: 4498.227539
	Iteration 48Q: 3 clusters Score -939523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -939522.937500 Penalty: 4498.227539
	Iteration 49Q: 3 clusters Score -939522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -939523.875000 Penalty: 4498.227539
	Iteration 50Q: 3 clusters Score -939523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -939526.875000 Penalty: 4498.227539
	Iteration 51Q: 3 clusters Score -939526.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -939528.812500 Penalty: 4498.227539
	Iteration 52Q: 3 clusters Score -939528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -939530.375000 Penalty: 4498.227539
	Iteration 53Q: 3 clusters Score -939530.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -939535.375000 Penalty: 4498.227539
	Iteration 54Q: 3 clusters Score -939535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -939541.000000 Penalty: 4498.227539
	Iteration 55Q: 3 clusters Score -939541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -939547.312500 Penalty: 4498.227539
	Iteration 56Q: 3 clusters Score -939547.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -939548.937500 Penalty: 4498.227539
	Iteration 57Q: 3 clusters Score -939548.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -939553.500000 Penalty: 4498.227539
	Iteration 58Q: 3 clusters Score -939553.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -939556.812500 Penalty: 4498.227539
	Iteration 59Q: 3 clusters Score -939556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -939560.812500 Penalty: 4498.227539
	Iteration 60F: 3 clusters Score -939560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -939566.625000 Penalty: 4498.227539
	Iteration 61Q: 3 clusters Score -939566.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -939571.125000 Penalty: 4498.227539
	Iteration 62Q: 3 clusters Score -939571.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -939574.187500 Penalty: 4498.227539
	Iteration 63Q: 3 clusters Score -939574.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -939581.750000 Penalty: 4498.227539
	Iteration 64Q: 3 clusters Score -939581.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -939586.187500 Penalty: 4498.227539
	Iteration 65Q: 3 clusters Score -939586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -939588.625000 Penalty: 4498.227539
	Iteration 66Q: 3 clusters Score -939588.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -939590.125000 Penalty: 4498.227539
	Iteration 67Q: 3 clusters Score -939590.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -939594.187500 Penalty: 4498.227539
	Iteration 68Q: 3 clusters Score -939594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -939594.875000 Penalty: 4498.227539
	Iteration 69Q: 3 clusters Score -939594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -939596.812500 Penalty: 4498.227539
	Iteration 70Q: 3 clusters Score -939596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -939598.812500 Penalty: 4498.227539
	Iteration 71Q: 3 clusters Score -939598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -939599.375000 Penalty: 4498.227539
	Iteration 72Q: 3 clusters Score -939599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -939601.062500 Penalty: 4498.227539
	Iteration 73Q: 3 clusters Score -939601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -939599.500000 Penalty: 4498.227539
	Iteration 74Q: 3 clusters Score -939599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -939601.187500 Penalty: 4498.227539
	Iteration 75Q: 3 clusters Score -939601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -939600.750000 Penalty: 4498.227539
	Iteration 76Q: 3 clusters Score -939600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -939600.750000 Penalty: 4498.227539
	Iteration 77F: 3 clusters Score -939600.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -363863.812500 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -363863.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -360498.187500 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -360498.2 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -361222.187500 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -361222.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -361391.312500 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -361391.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -361481.343750 Penalty: 4006.260010
	Iteration 3Q: 3 clusters Score -361481.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -361523.343750 Penalty: 4006.260010
	Iteration 4Q: 3 clusters Score -361523.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -361551.937500 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -361551.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -361570.968750 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -361571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -361584.937500 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -361584.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -361595.656250 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -361595.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -361609.093750 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -361609.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -361622.937500 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -361622.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -361635.656250 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -361635.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -361642.968750 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -361643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -361648.656250 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -361648.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -361654.531250 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -361654.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -361660.343750 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -361660.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -361663.937500 Penalty: 4006.260010
	Iteration 16Q: 3 clusters Score -361663.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -361667.593750 Penalty: 4006.260010
	Iteration 17Q: 3 clusters Score -361667.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -361672.250000 Penalty: 4006.260010
	Iteration 18Q: 3 clusters Score -361672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -361674.593750 Penalty: 4006.260010
	Iteration 19Q: 3 clusters Score -361674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -361676.875000 Penalty: 4006.260010
	Iteration 20F: 3 clusters Score -361676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -361681.625000 Penalty: 4006.260010
	Iteration 21Q: 3 clusters Score -361681.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -361686.781250 Penalty: 4006.260010
	Iteration 22Q: 3 clusters Score -361686.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -361693.093750 Penalty: 4006.260010
	Iteration 23Q: 3 clusters Score -361693.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -361697.750000 Penalty: 4006.260010
	Iteration 24Q: 3 clusters Score -361697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -361703.156250 Penalty: 4006.260010
	Iteration 25Q: 3 clusters Score -361703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -361706.093750 Penalty: 4006.260010
	Iteration 26Q: 3 clusters Score -361706.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -361708.593750 Penalty: 4006.260010
	Iteration 27Q: 3 clusters Score -361708.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -361714.031250 Penalty: 4006.260010
	Iteration 28Q: 3 clusters Score -361714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -361721.968750 Penalty: 4006.260010
	Iteration 29Q: 3 clusters Score -361722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -361728.562500 Penalty: 4006.260010
	Iteration 30Q: 3 clusters Score -361728.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -361735.718750 Penalty: 4006.260010
	Iteration 31Q: 3 clusters Score -361735.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -361745.750000 Penalty: 4006.260010
	Iteration 32Q: 3 clusters Score -361745.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -361757.468750 Penalty: 4006.260010
	Iteration 33Q: 3 clusters Score -361757.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -361765.312500 Penalty: 4006.260010
	Iteration 34Q: 3 clusters Score -361765.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -361771.937500 Penalty: 4006.260010
	Iteration 35Q: 3 clusters Score -361771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -361779.656250 Penalty: 4006.260010
	Iteration 36Q: 3 clusters Score -361779.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -361787.656250 Penalty: 4006.260010
	Iteration 37Q: 3 clusters Score -361787.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -361797.156250 Penalty: 4006.260010
	Iteration 38Q: 3 clusters Score -361797.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -361802.687500 Penalty: 4006.260010
	Iteration 39Q: 3 clusters Score -361802.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -361810.843750 Penalty: 4006.260010
	Iteration 40F: 3 clusters Score -361810.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -361815.625000 Penalty: 4006.260010
	Iteration 41Q: 3 clusters Score -361815.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -361822.500000 Penalty: 4006.260010
	Iteration 42Q: 3 clusters Score -361822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -361824.812500 Penalty: 4006.260010
	Iteration 43Q: 3 clusters Score -361824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -361826.000000 Penalty: 4006.260010
	Iteration 44Q: 3 clusters Score -361826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -361829.125000 Penalty: 4006.260010
	Iteration 45Q: 3 clusters Score -361829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -361832.281250 Penalty: 4006.260010
	Iteration 46Q: 3 clusters Score -361832.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -361837.718750 Penalty: 4006.260010
	Iteration 47Q: 3 clusters Score -361837.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -361844.593750 Penalty: 4006.260010
	Iteration 48Q: 3 clusters Score -361844.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -361850.031250 Penalty: 4006.260010
	Iteration 49Q: 3 clusters Score -361850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -361857.000000 Penalty: 4006.260010
	Iteration 50Q: 3 clusters Score -361857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -361862.937500 Penalty: 4006.260010
	Iteration 51Q: 3 clusters Score -361862.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -361869.812500 Penalty: 4006.260010
	Iteration 52Q: 3 clusters Score -361869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -361871.843750 Penalty: 4006.260010
	Iteration 53Q: 3 clusters Score -361871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -361874.218750 Penalty: 4006.260010
	Iteration 54Q: 3 clusters Score -361874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -361877.250000 Penalty: 4006.260010
	Iteration 55Q: 3 clusters Score -361877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -361880.937500 Penalty: 4006.260010
	Iteration 56Q: 3 clusters Score -361880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -361882.281250 Penalty: 4006.260010
	Iteration 57Q: 3 clusters Score -361882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -361885.250000 Penalty: 4006.260010
	Iteration 58Q: 3 clusters Score -361885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -361888.781250 Penalty: 4006.260010
	Iteration 59Q: 3 clusters Score -361888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -361890.937500 Penalty: 4006.260010
	Iteration 60F: 3 clusters Score -361890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -361891.812500 Penalty: 4006.260010
	Iteration 61Q: 3 clusters Score -361891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -361893.218750 Penalty: 4006.260010
	Iteration 62Q: 3 clusters Score -361893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -361896.500000 Penalty: 4006.260010
	Iteration 63Q: 3 clusters Score -361896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -361898.468750 Penalty: 4006.260010
	Iteration 64Q: 3 clusters Score -361898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -361899.718750 Penalty: 4006.260010
	Iteration 65Q: 3 clusters Score -361899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -361902.937500 Penalty: 4006.260010
	Iteration 66Q: 3 clusters Score -361902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -361905.000000 Penalty: 4006.260010
	Iteration 67Q: 3 clusters Score -361905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -361908.718750 Penalty: 4006.260010
	Iteration 68Q: 3 clusters Score -361908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -361910.593750 Penalty: 4006.260010
	Iteration 69Q: 3 clusters Score -361910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -361911.281250 Penalty: 4006.260010
	Iteration 70Q: 3 clusters Score -361911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -361911.968750 Penalty: 4006.260010
	Iteration 71Q: 3 clusters Score -361912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -361913.000000 Penalty: 4006.260010
	Iteration 72Q: 3 clusters Score -361913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -361914.906250 Penalty: 4006.260010
	Iteration 73Q: 3 clusters Score -361914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -361915.625000 Penalty: 4006.260010
	Iteration 74Q: 3 clusters Score -361915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -361915.625000 Penalty: 4006.260010
	Iteration 75F: 3 clusters Score -361915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Entering Unmasked Estep 
Score: -3175076.000000 Penalty: 2534.942383
	Iteration 0F: 2 clusters Score -3175076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3156124.500000 Penalty: 5069.884766
	Iteration 0F: 3 clusters Score -3156124 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3162842.000000 Penalty: 5069.884766
	Iteration 1F: 3 clusters Score -3162842 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3163375.500000 Penalty: 5069.884766
	Iteration 2F: 3 clusters Score -3163376 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3163852.250000 Penalty: 5069.884766
	Iteration 3Q: 3 clusters Score -3163852 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3164320.750000 Penalty: 5069.884766
	Iteration 4Q: 3 clusters Score -3164321 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3164785.000000 Penalty: 5069.884766
	Iteration 5Q: 3 clusters Score -3164785 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3165308.500000 Penalty: 5069.884766
	Iteration 6Q: 3 clusters Score -3165308 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3165905.500000 Penalty: 5069.884766
	Iteration 7Q: 3 clusters Score -3165906 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3166595.000000 Penalty: 5069.884766
	Iteration 8Q: 3 clusters Score -3166595 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3167350.000000 Penalty: 5069.884766
	Iteration 9Q: 3 clusters Score -3167350 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3168111.750000 Penalty: 5069.884766
	Iteration 10Q: 3 clusters Score -3168112 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3168873.750000 Penalty: 5069.884766
	Iteration 11Q: 3 clusters Score -3168874 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3169663.250000 Penalty: 5069.884766
	Iteration 12Q: 3 clusters Score -3169663 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3170489.500000 Penalty: 5069.884766
	Iteration 13Q: 3 clusters Score -3170490 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3171158.000000 Penalty: 5069.884766
	Iteration 14Q: 3 clusters Score -3171158 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3171588.500000 Penalty: 5069.884766
	Iteration 15Q: 3 clusters Score -3171588 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3171878.750000 Penalty: 5069.884766
	Iteration 16Q: 3 clusters Score -3171879 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3172087.750000 Penalty: 5069.884766
	Iteration 17Q: 3 clusters Score -3172088 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3172256.000000 Penalty: 5069.884766
	Iteration 18Q: 3 clusters Score -3172256 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3172375.000000 Penalty: 5069.884766
	Iteration 19Q: 3 clusters Score -3172375 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3172443.750000 Penalty: 5069.884766
	Iteration 20F: 3 clusters Score -3172444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3172483.500000 Penalty: 5069.884766
	Iteration 21Q: 3 clusters Score -3172484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3172528.500000 Penalty: 5069.884766
	Iteration 22Q: 3 clusters Score -3172528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3172557.000000 Penalty: 5069.884766
	Iteration 23Q: 3 clusters Score -3172557 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3172596.250000 Penalty: 5069.884766
	Iteration 24Q: 3 clusters Score -3172596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3172634.750000 Penalty: 5069.884766
	Iteration 25Q: 3 clusters Score -3172635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3172665.000000 Penalty: 5069.884766
	Iteration 26Q: 3 clusters Score -3172665 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3172692.000000 Penalty: 5069.884766
	Iteration 27Q: 3 clusters Score -3172692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3172709.250000 Penalty: 5069.884766
	Iteration 28Q: 3 clusters Score -3172709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3172723.750000 Penalty: 5069.884766
	Iteration 29Q: 3 clusters Score -3172724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3172742.750000 Penalty: 5069.884766
	Iteration 30Q: 3 clusters Score -3172743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3172750.500000 Penalty: 5069.884766
	Iteration 31Q: 3 clusters Score -3172750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3172765.250000 Penalty: 5069.884766
	Iteration 32Q: 3 clusters Score -3172765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3172761.500000 Penalty: 5069.884766
	Iteration 33Q: 3 clusters Score -3172762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3172769.250000 Penalty: 5069.884766
	Iteration 34Q: 3 clusters Score -3172769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3172775.250000 Penalty: 5069.884766
	Iteration 35Q: 3 clusters Score -3172775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3172769.750000 Penalty: 5069.884766
	Iteration 36Q: 3 clusters Score -3172770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3172785.250000 Penalty: 5069.884766
	Iteration 37Q: 3 clusters Score -3172785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3172785.500000 Penalty: 5069.884766
	Iteration 38Q: 3 clusters Score -3172786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3172785.000000 Penalty: 5069.884766
	Iteration 39Q: 3 clusters Score -3172785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3172788.750000 Penalty: 5069.884766
	Iteration 40F: 3 clusters Score -3172789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3172786.500000 Penalty: 5069.884766
	Iteration 41Q: 3 clusters Score -3172786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3172790.250000 Penalty: 5069.884766
	Iteration 42Q: 3 clusters Score -3172790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3172788.750000 Penalty: 5069.884766
	Iteration 43Q: 3 clusters Score -3172789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3172791.750000 Penalty: 5069.884766
	Iteration 44Q: 3 clusters Score -3172792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3172796.750000 Penalty: 5069.884766
	Iteration 45Q: 3 clusters Score -3172797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3172792.000000 Penalty: 5069.884766
	Iteration 46Q: 3 clusters Score -3172792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3172793.500000 Penalty: 5069.884766
	Iteration 47Q: 3 clusters Score -3172794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3172796.750000 Penalty: 5069.884766
	Iteration 48Q: 3 clusters Score -3172797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3172796.250000 Penalty: 5069.884766
	Iteration 49Q: 3 clusters Score -3172796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3172799.750000 Penalty: 5069.884766
	Iteration 50Q: 3 clusters Score -3172800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3172799.750000 Penalty: 5069.884766
	Iteration 51F: 3 clusters Score -3172800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Entering Unmasked Estep 
Score: -7240178.500000 Penalty: 2733.861084
	Iteration 0F: 2 clusters Score -7240178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -7199060.500000 Penalty: 5467.722168
	Iteration 0F: 3 clusters Score -7199060 nChanged 28522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -7215324.500000 Penalty: 5467.722168
	Iteration 1F: 3 clusters Score -7215324 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -7216410.500000 Penalty: 5467.722168
	Iteration 2Q: 3 clusters Score -7216410 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -7217958.500000 Penalty: 5467.722168
	Iteration 3Q: 3 clusters Score -7217958 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -7219918.000000 Penalty: 5467.722168
	Iteration 4F: 3 clusters Score -7219918 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7222285.500000 Penalty: 5467.722168
	Iteration 5F: 3 clusters Score -7222286 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -7224682.500000 Penalty: 5467.722168
	Iteration 6F: 3 clusters Score -7224682 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -7226888.500000 Penalty: 5467.722168
	Iteration 7F: 3 clusters Score -7226888 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -7228751.000000 Penalty: 5467.722168
	Iteration 8F: 3 clusters Score -7228751 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -7230459.500000 Penalty: 5467.722168
	Iteration 9Q: 3 clusters Score -7230460 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7232005.000000 Penalty: 5467.722168
	Iteration 10Q: 3 clusters Score -7232005 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -7233398.500000 Penalty: 5467.722168
	Iteration 11Q: 3 clusters Score -7233398 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7234537.500000 Penalty: 5467.722168
	Iteration 12Q: 3 clusters Score -7234538 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -7235268.500000 Penalty: 5467.722168
	Iteration 13Q: 3 clusters Score -7235268 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7235747.000000 Penalty: 5467.722168
	Iteration 14Q: 3 clusters Score -7235747 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -7235956.500000 Penalty: 5467.722168
	Iteration 15Q: 3 clusters Score -7235956 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -7236066.500000 Penalty: 5467.722168
	Iteration 16Q: 3 clusters Score -7236066 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -7236111.500000 Penalty: 5467.722168
	Iteration 17Q: 3 clusters Score -7236112 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -7236136.500000 Penalty: 5467.722168
	Iteration 18Q: 3 clusters Score -7236136 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -7236161.000000 Penalty: 5467.722168
	Iteration 19Q: 3 clusters Score -7236161 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -7236198.500000 Penalty: 5467.722168
	Iteration 20F: 3 clusters Score -7236198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -7236208.500000 Penalty: 5467.722168
	Iteration 21Q: 3 clusters Score -7236208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -7236196.000000 Penalty: 5467.722168
	Iteration 22Q: 3 clusters Score -7236196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -7236211.000000 Penalty: 5467.722168
	Iteration 23Q: 3 clusters Score -7236211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -7236193.000000 Penalty: 5467.722168
	Iteration 24Q: 3 clusters Score -7236193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -7236205.000000 Penalty: 5467.722168
	Iteration 25Q: 3 clusters Score -7236205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -7236204.000000 Penalty: 5467.722168
	Iteration 26Q: 3 clusters Score -7236204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -7236213.000000 Penalty: 5467.722168
	Iteration 27Q: 3 clusters Score -7236213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -7236229.000000 Penalty: 5467.722168
	Iteration 28Q: 3 clusters Score -7236229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -7236229.500000 Penalty: 5467.722168
	Iteration 29Q: 3 clusters Score -7236230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -7236218.000000 Penalty: 5467.722168
	Iteration 30Q: 3 clusters Score -7236218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7236214.500000 Penalty: 5467.722168
	Iteration 31Q: 3 clusters Score -7236214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -7236225.000000 Penalty: 5467.722168
	Iteration 32Q: 3 clusters Score -7236225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -7236214.000000 Penalty: 5467.722168
	Iteration 33Q: 3 clusters Score -7236214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -7236216.000000 Penalty: 5467.722168
	Iteration 34Q: 3 clusters Score -7236216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -7236210.000000 Penalty: 5467.722168
	Iteration 35Q: 3 clusters Score -7236210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -7236213.000000 Penalty: 5467.722168
	Iteration 36Q: 3 clusters Score -7236213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -7236205.000000 Penalty: 5467.722168
	Iteration 37Q: 3 clusters Score -7236205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -7236207.500000 Penalty: 5467.722168
	Iteration 38Q: 3 clusters Score -7236208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -7236206.000000 Penalty: 5467.722168
	Iteration 39Q: 3 clusters Score -7236206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -7236206.500000 Penalty: 5467.722168
	Iteration 40F: 3 clusters Score -7236206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -7236213.000000 Penalty: 5467.722168
	Iteration 41Q: 3 clusters Score -7236213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -7236215.000000 Penalty: 5467.722168
	Iteration 42Q: 3 clusters Score -7236215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -7236212.500000 Penalty: 5467.722168
	Iteration 43Q: 3 clusters Score -7236212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -7236209.500000 Penalty: 5467.722168
	Iteration 44Q: 3 clusters Score -7236210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -7236210.500000 Penalty: 5467.722168
	Iteration 45Q: 3 clusters Score -7236210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -7236210.500000 Penalty: 5467.722168
	Iteration 46F: 3 clusters Score -7236210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Entering Unmasked Estep 
Score: -3761873.000000 Penalty: 2584.607666
	Iteration 0F: 2 clusters Score -3761873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3739009.000000 Penalty: 5169.215332
	Iteration 0F: 3 clusters Score -3739009 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3747611.000000 Penalty: 5169.215332
	Iteration 1F: 3 clusters Score -3747611 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3748266.250000 Penalty: 5169.215332
	Iteration 2F: 3 clusters Score -3748266 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3748965.750000 Penalty: 5169.215332
	Iteration 3Q: 3 clusters Score -3748966 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3749783.750000 Penalty: 5169.215332
	Iteration 4Q: 3 clusters Score -3749784 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3750776.500000 Penalty: 5169.215332
	Iteration 5F: 3 clusters Score -3750776 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3751999.750000 Penalty: 5169.215332
	Iteration 6F: 3 clusters Score -3752000 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3753354.000000 Penalty: 5169.215332
	Iteration 7F: 3 clusters Score -3753354 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3754629.750000 Penalty: 5169.215332
	Iteration 8F: 3 clusters Score -3754630 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3755817.750000 Penalty: 5169.215332
	Iteration 9Q: 3 clusters Score -3755818 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3756615.500000 Penalty: 5169.215332
	Iteration 10Q: 3 clusters Score -3756616 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3757232.750000 Penalty: 5169.215332
	Iteration 11Q: 3 clusters Score -3757233 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3757667.250000 Penalty: 5169.215332
	Iteration 12Q: 3 clusters Score -3757667 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3757946.250000 Penalty: 5169.215332
	Iteration 13Q: 3 clusters Score -3757946 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3758186.000000 Penalty: 5169.215332
	Iteration 14Q: 3 clusters Score -3758186 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3758383.000000 Penalty: 5169.215332
	Iteration 15Q: 3 clusters Score -3758383 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3758564.500000 Penalty: 5169.215332
	Iteration 16Q: 3 clusters Score -3758564 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3758718.250000 Penalty: 5169.215332
	Iteration 17Q: 3 clusters Score -3758718 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3758882.750000 Penalty: 5169.215332
	Iteration 18Q: 3 clusters Score -3758883 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3759055.500000 Penalty: 5169.215332
	Iteration 19Q: 3 clusters Score -3759056 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3759232.500000 Penalty: 5169.215332
	Iteration 20F: 3 clusters Score -3759232 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3759411.750000 Penalty: 5169.215332
	Iteration 21Q: 3 clusters Score -3759412 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3759585.250000 Penalty: 5169.215332
	Iteration 22Q: 3 clusters Score -3759585 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3759707.500000 Penalty: 5169.215332
	Iteration 23Q: 3 clusters Score -3759708 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3759851.250000 Penalty: 5169.215332
	Iteration 24Q: 3 clusters Score -3759851 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3760009.000000 Penalty: 5169.215332
	Iteration 25Q: 3 clusters Score -3760009 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3760150.000000 Penalty: 5169.215332
	Iteration 26Q: 3 clusters Score -3760150 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3760256.500000 Penalty: 5169.215332
	Iteration 27Q: 3 clusters Score -3760256 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3760327.500000 Penalty: 5169.215332
	Iteration 28Q: 3 clusters Score -3760328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3760397.750000 Penalty: 5169.215332
	Iteration 29Q: 3 clusters Score -3760398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3760442.500000 Penalty: 5169.215332
	Iteration 30Q: 3 clusters Score -3760442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3760477.750000 Penalty: 5169.215332
	Iteration 31Q: 3 clusters Score -3760478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3760507.250000 Penalty: 5169.215332
	Iteration 32Q: 3 clusters Score -3760507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3760531.250000 Penalty: 5169.215332
	Iteration 33Q: 3 clusters Score -3760531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3760548.250000 Penalty: 5169.215332
	Iteration 34Q: 3 clusters Score -3760548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3760562.000000 Penalty: 5169.215332
	Iteration 35Q: 3 clusters Score -3760562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3760582.250000 Penalty: 5169.215332
	Iteration 36Q: 3 clusters Score -3760582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3760598.000000 Penalty: 5169.215332
	Iteration 37Q: 3 clusters Score -3760598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3760609.500000 Penalty: 5169.215332
	Iteration 38Q: 3 clusters Score -3760610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3760612.750000 Penalty: 5169.215332
	Iteration 39Q: 3 clusters Score -3760613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3760618.000000 Penalty: 5169.215332
	Iteration 40F: 3 clusters Score -3760618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3760622.250000 Penalty: 5169.215332
	Iteration 41Q: 3 clusters Score -3760622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3760627.250000 Penalty: 5169.215332
	Iteration 42Q: 3 clusters Score -3760627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3760636.000000 Penalty: 5169.215332
	Iteration 43Q: 3 clusters Score -3760636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3760637.250000 Penalty: 5169.215332
	Iteration 44Q: 3 clusters Score -3760637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3760643.000000 Penalty: 5169.215332
	Iteration 45Q: 3 clusters Score -3760643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3760641.750000 Penalty: 5169.215332
	Iteration 46Q: 3 clusters Score -3760642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3760655.750000 Penalty: 5169.215332
	Iteration 47Q: 3 clusters Score -3760656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3760659.750000 Penalty: 5169.215332
	Iteration 48Q: 3 clusters Score -3760660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3760661.750000 Penalty: 5169.215332
	Iteration 49Q: 3 clusters Score -3760662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3760663.750000 Penalty: 5169.215332
	Iteration 50Q: 3 clusters Score -3760664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3760664.500000 Penalty: 5169.215332
	Iteration 51Q: 3 clusters Score -3760664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3760668.000000 Penalty: 5169.215332
	Iteration 52Q: 3 clusters Score -3760668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3760672.000000 Penalty: 5169.215332
	Iteration 53Q: 3 clusters Score -3760672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3760669.000000 Penalty: 5169.215332
	Iteration 54Q: 3 clusters Score -3760669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3760668.500000 Penalty: 5169.215332
	Iteration 55Q: 3 clusters Score -3760668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3760668.000000 Penalty: 5169.215332
	Iteration 56Q: 3 clusters Score -3760668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3760667.000000 Penalty: 5169.215332
	Iteration 57Q: 3 clusters Score -3760667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3760667.000000 Penalty: 5169.215332
	Iteration 58Q: 3 clusters Score -3760667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3760666.000000 Penalty: 5169.215332
	Iteration 59Q: 3 clusters Score -3760666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3760666.000000 Penalty: 5169.215332
	Iteration 60F: 3 clusters Score -3760666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -95723.781250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -95723.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93923.765625 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -93923.77 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94459.281250 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -94459.28 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94810.898438 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -94810.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -94980.835938 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -94980.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -95053.562500 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -95053.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -95083.656250 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -95083.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95103.710938 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -95103.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95116.132812 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -95116.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95126.117188 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -95126.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -95133.750000 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -95133.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -95135.226562 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -95135.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95137.773438 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -95137.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -95140.039062 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -95140.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -95140.039062 Penalty: 3365.090820
	Iteration 13F: 3 clusters Score -95140.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Entering Unmasked Estep 
Score: -1430430.625000 Penalty: 2338.550049
	Iteration 0F: 2 clusters Score -1430431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1421155.125000 Penalty: 4677.100098
	Iteration 0F: 3 clusters Score -1421155 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1423942.875000 Penalty: 4677.100098
	Iteration 1F: 3 clusters Score -1423943 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1424281.750000 Penalty: 4677.100098
	Iteration 2F: 3 clusters Score -1424282 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1424553.375000 Penalty: 4677.100098
	Iteration 3Q: 3 clusters Score -1424553 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1424854.500000 Penalty: 4677.100098
	Iteration 4Q: 3 clusters Score -1424854 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1425166.750000 Penalty: 4677.100098
	Iteration 5Q: 3 clusters Score -1425167 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1425481.500000 Penalty: 4677.100098
	Iteration 6Q: 3 clusters Score -1425482 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1425840.625000 Penalty: 4677.100098
	Iteration 7Q: 3 clusters Score -1425841 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1426212.500000 Penalty: 4677.100098
	Iteration 8Q: 3 clusters Score -1426212 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1426594.875000 Penalty: 4677.100098
	Iteration 9Q: 3 clusters Score -1426595 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1426946.375000 Penalty: 4677.100098
	Iteration 10Q: 3 clusters Score -1426946 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1427216.375000 Penalty: 4677.100098
	Iteration 11Q: 3 clusters Score -1427216 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1427436.500000 Penalty: 4677.100098
	Iteration 12Q: 3 clusters Score -1427436 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1427597.125000 Penalty: 4677.100098
	Iteration 13Q: 3 clusters Score -1427597 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1427750.375000 Penalty: 4677.100098
	Iteration 14Q: 3 clusters Score -1427750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1427860.625000 Penalty: 4677.100098
	Iteration 15Q: 3 clusters Score -1427861 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1427975.000000 Penalty: 4677.100098
	Iteration 16Q: 3 clusters Score -1427975 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1428071.250000 Penalty: 4677.100098
	Iteration 17Q: 3 clusters Score -1428071 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1428154.000000 Penalty: 4677.100098
	Iteration 18Q: 3 clusters Score -1428154 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1428230.000000 Penalty: 4677.100098
	Iteration 19Q: 3 clusters Score -1428230 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1428297.250000 Penalty: 4677.100098
	Iteration 20F: 3 clusters Score -1428297 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1428355.625000 Penalty: 4677.100098
	Iteration 21Q: 3 clusters Score -1428356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1428409.875000 Penalty: 4677.100098
	Iteration 22Q: 3 clusters Score -1428410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1428463.375000 Penalty: 4677.100098
	Iteration 23Q: 3 clusters Score -1428463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1428506.750000 Penalty: 4677.100098
	Iteration 24Q: 3 clusters Score -1428507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1428541.000000 Penalty: 4677.100098
	Iteration 25Q: 3 clusters Score -1428541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1428562.875000 Penalty: 4677.100098
	Iteration 26Q: 3 clusters Score -1428563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1428576.625000 Penalty: 4677.100098
	Iteration 27Q: 3 clusters Score -1428577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1428591.375000 Penalty: 4677.100098
	Iteration 28Q: 3 clusters Score -1428591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1428597.250000 Penalty: 4677.100098
	Iteration 29Q: 3 clusters Score -1428597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1428605.750000 Penalty: 4677.100098
	Iteration 30Q: 3 clusters Score -1428606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1428618.625000 Penalty: 4677.100098
	Iteration 31Q: 3 clusters Score -1428619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1428622.750000 Penalty: 4677.100098
	Iteration 32Q: 3 clusters Score -1428623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1428630.625000 Penalty: 4677.100098
	Iteration 33Q: 3 clusters Score -1428631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1428637.375000 Penalty: 4677.100098
	Iteration 34Q: 3 clusters Score -1428637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1428644.625000 Penalty: 4677.100098
	Iteration 35Q: 3 clusters Score -1428645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1428646.250000 Penalty: 4677.100098
	Iteration 36Q: 3 clusters Score -1428646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1428653.625000 Penalty: 4677.100098
	Iteration 37Q: 3 clusters Score -1428654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1428658.000000 Penalty: 4677.100098
	Iteration 38Q: 3 clusters Score -1428658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1428663.125000 Penalty: 4677.100098
	Iteration 39Q: 3 clusters Score -1428663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1428663.875000 Penalty: 4677.100098
	Iteration 40F: 3 clusters Score -1428664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1428668.250000 Penalty: 4677.100098
	Iteration 41Q: 3 clusters Score -1428668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1428671.125000 Penalty: 4677.100098
	Iteration 42Q: 3 clusters Score -1428671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1428673.125000 Penalty: 4677.100098
	Iteration 43Q: 3 clusters Score -1428673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1428677.750000 Penalty: 4677.100098
	Iteration 44Q: 3 clusters Score -1428678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1428677.250000 Penalty: 4677.100098
	Iteration 45Q: 3 clusters Score -1428677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1428677.500000 Penalty: 4677.100098
	Iteration 46Q: 3 clusters Score -1428678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1428677.500000 Penalty: 4677.100098
	Iteration 47Q: 3 clusters Score -1428678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1428675.250000 Penalty: 4677.100098
	Iteration 48Q: 3 clusters Score -1428675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1428676.875000 Penalty: 4677.100098
	Iteration 49Q: 3 clusters Score -1428677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1428676.875000 Penalty: 4677.100098
	Iteration 50F: 3 clusters Score -1428677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Entering Unmasked Estep 
Score: -1033845.250000 Penalty: 2261.727295
	Iteration 0F: 2 clusters Score -1033845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1026742.312500 Penalty: 4523.454590
	Iteration 0F: 3 clusters Score -1026742 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1028728.000000 Penalty: 4523.454590
	Iteration 1F: 3 clusters Score -1028728 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1029015.750000 Penalty: 4523.454590
	Iteration 2F: 3 clusters Score -1029016 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1029212.125000 Penalty: 4523.454590
	Iteration 3Q: 3 clusters Score -1029212 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1029416.750000 Penalty: 4523.454590
	Iteration 4Q: 3 clusters Score -1029417 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1029609.562500 Penalty: 4523.454590
	Iteration 5Q: 3 clusters Score -1029610 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1029773.375000 Penalty: 4523.454590
	Iteration 6Q: 3 clusters Score -1029773 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1029915.250000 Penalty: 4523.454590
	Iteration 7Q: 3 clusters Score -1029915 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1030037.062500 Penalty: 4523.454590
	Iteration 8Q: 3 clusters Score -1030037 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1030150.250000 Penalty: 4523.454590
	Iteration 9Q: 3 clusters Score -1030150 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1030276.312500 Penalty: 4523.454590
	Iteration 10Q: 3 clusters Score -1030276 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1030390.000000 Penalty: 4523.454590
	Iteration 11Q: 3 clusters Score -1030390 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1030484.500000 Penalty: 4523.454590
	Iteration 12Q: 3 clusters Score -1030484 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1030559.687500 Penalty: 4523.454590
	Iteration 13Q: 3 clusters Score -1030560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1030618.875000 Penalty: 4523.454590
	Iteration 14Q: 3 clusters Score -1030619 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1030672.500000 Penalty: 4523.454590
	Iteration 15Q: 3 clusters Score -1030672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1030728.562500 Penalty: 4523.454590
	Iteration 16Q: 3 clusters Score -1030729 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1030794.250000 Penalty: 4523.454590
	Iteration 17Q: 3 clusters Score -1030794 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1030849.750000 Penalty: 4523.454590
	Iteration 18Q: 3 clusters Score -1030850 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1030904.250000 Penalty: 4523.454590
	Iteration 19Q: 3 clusters Score -1030904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1030956.937500 Penalty: 4523.454590
	Iteration 20F: 3 clusters Score -1030957 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1031006.062500 Penalty: 4523.454590
	Iteration 21Q: 3 clusters Score -1031006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1031049.062500 Penalty: 4523.454590
	Iteration 22Q: 3 clusters Score -1031049 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1031093.937500 Penalty: 4523.454590
	Iteration 23Q: 3 clusters Score -1031094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1031135.875000 Penalty: 4523.454590
	Iteration 24Q: 3 clusters Score -1031136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1031158.625000 Penalty: 4523.454590
	Iteration 25Q: 3 clusters Score -1031159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1031173.437500 Penalty: 4523.454590
	Iteration 26Q: 3 clusters Score -1031173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1031186.437500 Penalty: 4523.454590
	Iteration 27Q: 3 clusters Score -1031186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1031196.437500 Penalty: 4523.454590
	Iteration 28Q: 3 clusters Score -1031196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1031203.437500 Penalty: 4523.454590
	Iteration 29Q: 3 clusters Score -1031203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1031212.937500 Penalty: 4523.454590
	Iteration 30Q: 3 clusters Score -1031213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1031221.250000 Penalty: 4523.454590
	Iteration 31Q: 3 clusters Score -1031221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1031230.375000 Penalty: 4523.454590
	Iteration 32Q: 3 clusters Score -1031230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1031235.312500 Penalty: 4523.454590
	Iteration 33Q: 3 clusters Score -1031235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1031238.562500 Penalty: 4523.454590
	Iteration 34Q: 3 clusters Score -1031239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1031240.500000 Penalty: 4523.454590
	Iteration 35Q: 3 clusters Score -1031240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1031242.312500 Penalty: 4523.454590
	Iteration 36Q: 3 clusters Score -1031242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1031245.187500 Penalty: 4523.454590
	Iteration 37Q: 3 clusters Score -1031245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1031248.312500 Penalty: 4523.454590
	Iteration 38Q: 3 clusters Score -1031248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1031253.062500 Penalty: 4523.454590
	Iteration 39Q: 3 clusters Score -1031253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1031255.937500 Penalty: 4523.454590
	Iteration 40F: 3 clusters Score -1031256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1031257.875000 Penalty: 4523.454590
	Iteration 41Q: 3 clusters Score -1031258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1031260.750000 Penalty: 4523.454590
	Iteration 42Q: 3 clusters Score -1031261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1031261.312500 Penalty: 4523.454590
	Iteration 43Q: 3 clusters Score -1031261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1031262.750000 Penalty: 4523.454590
	Iteration 44Q: 3 clusters Score -1031263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1031266.250000 Penalty: 4523.454590
	Iteration 45Q: 3 clusters Score -1031266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1031268.937500 Penalty: 4523.454590
	Iteration 46Q: 3 clusters Score -1031269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1031273.750000 Penalty: 4523.454590
	Iteration 47Q: 3 clusters Score -1031274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1031271.875000 Penalty: 4523.454590
	Iteration 48Q: 3 clusters Score -1031272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1031277.625000 Penalty: 4523.454590
	Iteration 49Q: 3 clusters Score -1031278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1031280.062500 Penalty: 4523.454590
	Iteration 50Q: 3 clusters Score -1031280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1031284.125000 Penalty: 4523.454590
	Iteration 51Q: 3 clusters Score -1031284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1031286.437500 Penalty: 4523.454590
	Iteration 52Q: 3 clusters Score -1031286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1031286.875000 Penalty: 4523.454590
	Iteration 53Q: 3 clusters Score -1031287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1031291.250000 Penalty: 4523.454590
	Iteration 54Q: 3 clusters Score -1031291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1031292.875000 Penalty: 4523.454590
	Iteration 55Q: 3 clusters Score -1031293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1031293.062500 Penalty: 4523.454590
	Iteration 56Q: 3 clusters Score -1031293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1031294.000000 Penalty: 4523.454590
	Iteration 57Q: 3 clusters Score -1031294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1031294.500000 Penalty: 4523.454590
	Iteration 58Q: 3 clusters Score -1031294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1031298.062500 Penalty: 4523.454590
	Iteration 59Q: 3 clusters Score -1031298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1031299.187500 Penalty: 4523.454590
	Iteration 60F: 3 clusters Score -1031299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1031302.000000 Penalty: 4523.454590
	Iteration 61Q: 3 clusters Score -1031302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1031302.187500 Penalty: 4523.454590
	Iteration 62Q: 3 clusters Score -1031302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1031303.937500 Penalty: 4523.454590
	Iteration 63Q: 3 clusters Score -1031304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1031302.937500 Penalty: 4523.454590
	Iteration 64Q: 3 clusters Score -1031303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1031305.437500 Penalty: 4523.454590
	Iteration 65Q: 3 clusters Score -1031305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1031306.687500 Penalty: 4523.454590
	Iteration 66Q: 3 clusters Score -1031307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1031306.000000 Penalty: 4523.454590
	Iteration 67Q: 3 clusters Score -1031306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1031306.562500 Penalty: 4523.454590
	Iteration 68Q: 3 clusters Score -1031307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1031305.812500 Penalty: 4523.454590
	Iteration 69Q: 3 clusters Score -1031306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1031308.750000 Penalty: 4523.454590
	Iteration 70Q: 3 clusters Score -1031309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1031309.125000 Penalty: 4523.454590
	Iteration 71Q: 3 clusters Score -1031309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1031310.562500 Penalty: 4523.454590
	Iteration 72Q: 3 clusters Score -1031311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1031311.687500 Penalty: 4523.454590
	Iteration 73Q: 3 clusters Score -1031312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1031313.312500 Penalty: 4523.454590
	Iteration 74Q: 3 clusters Score -1031313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1031315.062500 Penalty: 4523.454590
	Iteration 75Q: 3 clusters Score -1031315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1031315.000000 Penalty: 4523.454590
	Iteration 76Q: 3 clusters Score -1031315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1031318.625000 Penalty: 4523.454590
	Iteration 77Q: 3 clusters Score -1031319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1031318.437500 Penalty: 4523.454590
	Iteration 78Q: 3 clusters Score -1031318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1031319.812500 Penalty: 4523.454590
	Iteration 79Q: 3 clusters Score -1031320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1031322.062500 Penalty: 4523.454590
	Iteration 80F: 3 clusters Score -1031322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1031324.125000 Penalty: 4523.454590
	Iteration 81Q: 3 clusters Score -1031324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1031325.937500 Penalty: 4523.454590
	Iteration 82Q: 3 clusters Score -1031326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1031323.625000 Penalty: 4523.454590
	Iteration 83Q: 3 clusters Score -1031324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1031324.562500 Penalty: 4523.454590
	Iteration 84Q: 3 clusters Score -1031325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1031326.250000 Penalty: 4523.454590
	Iteration 85Q: 3 clusters Score -1031326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1031327.687500 Penalty: 4523.454590
	Iteration 86Q: 3 clusters Score -1031328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1031328.937500 Penalty: 4523.454590
	Iteration 87Q: 3 clusters Score -1031329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1031328.937500 Penalty: 4523.454590
	Iteration 88F: 3 clusters Score -1031329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -71348.789062 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -71348.79 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 328 members 
Entering Unmasked Estep 
Score: -69765.601562 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -69765.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70044.484375 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -70044.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70115.898438 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -70115.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70172.867188 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -70172.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70231.867188 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -70231.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70278.406250 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -70278.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70317.203125 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -70317.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70364.265625 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -70364.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70400.929688 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -70400.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -70458.445312 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -70458.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -70502.976562 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -70502.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70531.296875 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -70531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70542.210938 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -70542.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70555.531250 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -70555.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70568.273438 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -70568.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70574.156250 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -70574.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -70577.781250 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -70577.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -70578.234375 Penalty: 3222.400391
	Iteration 17F: 3 clusters Score -70578.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70592.882812 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -70592.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70614.187500 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -70614.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70621.132812 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -70621.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70633.968750 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -70633.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70647.000000 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -70647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70693.625000 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -70693.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70708.976562 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -70708.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -70723.640625 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -70723.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70750.718750 Penalty: 3222.400391
	Iteration 26Q: 3 clusters Score -70750.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70762.398438 Penalty: 3222.400391
	Iteration 27Q: 3 clusters Score -70762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70768.945312 Penalty: 3222.400391
	Iteration 28Q: 3 clusters Score -70768.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70774.015625 Penalty: 3222.400391
	Iteration 29Q: 3 clusters Score -70774.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70779.007812 Penalty: 3222.400391
	Iteration 30Q: 3 clusters Score -70779.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70789.812500 Penalty: 3222.400391
	Iteration 31Q: 3 clusters Score -70789.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70802.265625 Penalty: 3222.400391
	Iteration 32Q: 3 clusters Score -70802.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70816.117188 Penalty: 3222.400391
	Iteration 33F: 3 clusters Score -70816.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70855.984375 Penalty: 3222.400391
	Iteration 34Q: 3 clusters Score -70855.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70861.406250 Penalty: 3222.400391
	Iteration 35Q: 3 clusters Score -70861.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70865.171875 Penalty: 3222.400391
	Iteration 36Q: 3 clusters Score -70865.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70876.914062 Penalty: 3222.400391
	Iteration 37Q: 3 clusters Score -70876.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -70897.359375 Penalty: 3222.400391
	Iteration 38Q: 3 clusters Score -70897.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70916.125000 Penalty: 3222.400391
	Iteration 39Q: 3 clusters Score -70916.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70939.789062 Penalty: 3222.400391
	Iteration 40F: 3 clusters Score -70939.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70959.273438 Penalty: 3222.400391
	Iteration 41Q: 3 clusters Score -70959.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70964.601562 Penalty: 3222.400391
	Iteration 42Q: 3 clusters Score -70964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70967.460938 Penalty: 3222.400391
	Iteration 43Q: 3 clusters Score -70967.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70982.843750 Penalty: 3222.400391
	Iteration 44Q: 3 clusters Score -70982.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70993.632812 Penalty: 3222.400391
	Iteration 45Q: 3 clusters Score -70993.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71000.179688 Penalty: 3222.400391
	Iteration 46Q: 3 clusters Score -71000.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71017.367188 Penalty: 3222.400391
	Iteration 47Q: 3 clusters Score -71017.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71057.242188 Penalty: 3222.400391
	Iteration 48Q: 3 clusters Score -71057.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -71066.695312 Penalty: 3222.400391
	Iteration 49Q: 3 clusters Score -71066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -71078.859375 Penalty: 3222.400391
	Iteration 50Q: 3 clusters Score -71078.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71090.812500 Penalty: 3222.400391
	Iteration 51Q: 3 clusters Score -71090.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71094.593750 Penalty: 3222.400391
	Iteration 52Q: 3 clusters Score -71094.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71094.593750 Penalty: 3222.400391
	Iteration 53F: 3 clusters Score -71094.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -76180.367188 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -76180.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74473.156250 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -74473.16 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74765.382812 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -74765.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74843.445312 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -74843.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74870.281250 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -74870.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74885.281250 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -74885.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74897.429688 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -74897.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74907.906250 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -74907.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74911.281250 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -74911.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74915.398438 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -74915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74916.921875 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -74916.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74916.921875 Penalty: 3277.568359
	Iteration 10F: 3 clusters Score -74916.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 246595 members 
Mstep: Class 3 contains 164263 members 
Mstep: Class 4 contains 16239 members 
Mstep: Class 5 contains 46732 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156708 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 93605 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 90033 members 
Mstep: Class 14 contains 111799 members 
Mstep: Class 15 contains 33849 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17852 members 
Mstep: Class 21 contains 7957 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129282 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168026 members 
Mstep: Class 26 contains 68120 members 
Mstep: Class 27 contains 22080 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80428 members 
Mstep: Class 31 contains 8682 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27489 members 
Mstep: Class 34 contains 61306 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9135 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596288.000000 Penalty: 142798.250000
Iteration 239Q: 41 clusters Score -2.055963e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 246600 members 
Mstep: Class 3 contains 164296 members 
Mstep: Class 4 contains 16238 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156686 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 93608 members 
Mstep: Class 12 contains 14418 members 
Mstep: Class 13 contains 90009 members 
Mstep: Class 14 contains 111779 members 
Mstep: Class 15 contains 33853 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8567 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17852 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129289 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168026 members 
Mstep: Class 26 contains 68120 members 
Mstep: Class 27 contains 22078 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80428 members 
Mstep: Class 31 contains 8682 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27492 members 
Mstep: Class 34 contains 61308 members 
Mstep: Class 35 contains 33590 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 9135 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596320.000000 Penalty: 142798.250000
Iteration 240F: 41 clusters Score -2.055963e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 246610 members 
Mstep: Class 3 contains 164320 members 
Mstep: Class 4 contains 16239 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156666 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 93610 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 89988 members 
Mstep: Class 14 contains 111768 members 
Mstep: Class 15 contains 33854 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17854 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129294 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168029 members 
Mstep: Class 26 contains 68118 members 
Mstep: Class 27 contains 22076 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80424 members 
Mstep: Class 31 contains 8683 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27493 members 
Mstep: Class 34 contains 61313 members 
Mstep: Class 35 contains 33593 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12455 members 
Mstep: Class 38 contains 9135 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596336.000000 Penalty: 142798.250000
Iteration 241Q: 41 clusters Score -2.055963e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 246623 members 
Mstep: Class 3 contains 164331 members 
Mstep: Class 4 contains 16240 members 
Mstep: Class 5 contains 46736 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156661 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93604 members 
Mstep: Class 12 contains 14413 members 
Mstep: Class 13 contains 89963 members 
Mstep: Class 14 contains 111763 members 
Mstep: Class 15 contains 33858 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17858 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129300 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168030 members 
Mstep: Class 26 contains 68119 members 
Mstep: Class 27 contains 22078 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80423 members 
Mstep: Class 31 contains 8684 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27493 members 
Mstep: Class 34 contains 61310 members 
Mstep: Class 35 contains 33596 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12454 members 
Mstep: Class 38 contains 9134 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596576.000000 Penalty: 142798.250000
Iteration 242Q: 41 clusters Score -2.055966e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 246638 members 
Mstep: Class 3 contains 164336 members 
Mstep: Class 4 contains 16242 members 
Mstep: Class 5 contains 46737 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156661 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93607 members 
Mstep: Class 12 contains 14409 members 
Mstep: Class 13 contains 89939 members 
Mstep: Class 14 contains 111749 members 
Mstep: Class 15 contains 33859 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8562 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17859 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129305 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168031 members 
Mstep: Class 26 contains 68120 members 
Mstep: Class 27 contains 22082 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80423 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27494 members 
Mstep: Class 34 contains 61310 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 9133 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 243Q: 41 clusters Score -2.055964e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 246663 members 
Mstep: Class 3 contains 164333 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 46738 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156662 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 93607 members 
Mstep: Class 12 contains 14406 members 
Mstep: Class 13 contains 89911 members 
Mstep: Class 14 contains 111742 members 
Mstep: Class 15 contains 33859 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17862 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129306 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168032 members 
Mstep: Class 26 contains 68121 members 
Mstep: Class 27 contains 22085 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80422 members 
Mstep: Class 31 contains 8687 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27497 members 
Mstep: Class 34 contains 61307 members 
Mstep: Class 35 contains 33597 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9132 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596304.000000 Penalty: 142798.250000
Iteration 244Q: 41 clusters Score -2.055963e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 246683 members 
Mstep: Class 3 contains 164321 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46737 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156673 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 93609 members 
Mstep: Class 12 contains 14406 members 
Mstep: Class 13 contains 89878 members 
Mstep: Class 14 contains 111738 members 
Mstep: Class 15 contains 33865 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17863 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129310 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168032 members 
Mstep: Class 26 contains 68122 members 
Mstep: Class 27 contains 22085 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80421 members 
Mstep: Class 31 contains 8687 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27502 members 
Mstep: Class 34 contains 61307 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9134 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596640.000000 Penalty: 142798.250000
Iteration 245Q: 41 clusters Score -2.055966e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 246705 members 
Mstep: Class 3 contains 164310 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156686 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93606 members 
Mstep: Class 12 contains 14406 members 
Mstep: Class 13 contains 89846 members 
Mstep: Class 14 contains 111735 members 
Mstep: Class 15 contains 33871 members 
Mstep: Class 16 contains 37574 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17865 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129316 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168033 members 
Mstep: Class 26 contains 68123 members 
Mstep: Class 27 contains 22085 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8687 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27504 members 
Mstep: Class 34 contains 61305 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9137 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596496.000000 Penalty: 142798.250000
Iteration 246Q: 41 clusters Score -2.055965e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 246723 members 
Mstep: Class 3 contains 164301 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156692 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93607 members 
Mstep: Class 12 contains 14406 members 
Mstep: Class 13 contains 89811 members 
Mstep: Class 14 contains 111729 members 
Mstep: Class 15 contains 33875 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17865 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129327 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 168035 members 
Mstep: Class 26 contains 68129 members 
Mstep: Class 27 contains 22086 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80414 members 
Mstep: Class 31 contains 8688 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27506 members 
Mstep: Class 34 contains 61305 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12451 members 
Mstep: Class 38 contains 9138 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 247Q: 41 clusters Score -2.055964e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 246737 members 
Mstep: Class 3 contains 164308 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156692 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93608 members 
Mstep: Class 12 contains 14406 members 
Mstep: Class 13 contains 89783 members 
Mstep: Class 14 contains 111717 members 
Mstep: Class 15 contains 33878 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17866 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129333 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168037 members 
Mstep: Class 26 contains 68130 members 
Mstep: Class 27 contains 22086 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27508 members 
Mstep: Class 34 contains 61308 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9138 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596384.000000 Penalty: 142798.250000
Iteration 248Q: 41 clusters Score -2.055964e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 246757 members 
Mstep: Class 3 contains 164324 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156676 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93615 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89748 members 
Mstep: Class 14 contains 111702 members 
Mstep: Class 15 contains 33879 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17867 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129342 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168042 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22081 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80419 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27509 members 
Mstep: Class 34 contains 61310 members 
Mstep: Class 35 contains 33603 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9139 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596464.000000 Penalty: 142798.250000
Iteration 249Q: 41 clusters Score -2.055965e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 246769 members 
Mstep: Class 3 contains 164330 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156670 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93617 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89725 members 
Mstep: Class 14 contains 111690 members 
Mstep: Class 15 contains 33880 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17868 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129349 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168044 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22082 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80422 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27511 members 
Mstep: Class 34 contains 61310 members 
Mstep: Class 35 contains 33605 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9139 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596400.000000 Penalty: 142798.250000
Iteration 250Q: 41 clusters Score -2.055964e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 246776 members 
Mstep: Class 3 contains 164340 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156659 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 93616 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89710 members 
Mstep: Class 14 contains 111689 members 
Mstep: Class 15 contains 33881 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17870 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129353 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168046 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22082 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80422 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27512 members 
Mstep: Class 34 contains 61315 members 
Mstep: Class 35 contains 33609 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9139 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596496.000000 Penalty: 142798.250000
Iteration 251Q: 41 clusters Score -2.055965e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 246775 members 
Mstep: Class 3 contains 164342 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156656 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 93616 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89702 members 
Mstep: Class 14 contains 111684 members 
Mstep: Class 15 contains 33881 members 
Mstep: Class 16 contains 37577 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17872 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129358 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168047 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22083 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80419 members 
Mstep: Class 31 contains 8690 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27514 members 
Mstep: Class 34 contains 61319 members 
Mstep: Class 35 contains 33611 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9139 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 252Q: 41 clusters Score -2.055963e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 246783 members 
Mstep: Class 3 contains 164347 members 
Mstep: Class 4 contains 16246 members 
Mstep: Class 5 contains 46732 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156658 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93614 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89690 members 
Mstep: Class 14 contains 111681 members 
Mstep: Class 15 contains 33881 members 
Mstep: Class 16 contains 37577 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17870 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129359 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168046 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22084 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80418 members 
Mstep: Class 31 contains 8691 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27514 members 
Mstep: Class 34 contains 61321 members 
Mstep: Class 35 contains 33610 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9140 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596464.000000 Penalty: 142798.250000
Iteration 253Q: 41 clusters Score -2.055965e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 246794 members 
Mstep: Class 3 contains 164346 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46732 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156666 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93613 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89674 members 
Mstep: Class 14 contains 111681 members 
Mstep: Class 15 contains 33883 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17870 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129360 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168045 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22085 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8692 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27514 members 
Mstep: Class 34 contains 61322 members 
Mstep: Class 35 contains 33606 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596480.000000 Penalty: 142798.250000
Iteration 254Q: 41 clusters Score -2.055965e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 246800 members 
Mstep: Class 3 contains 164343 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156667 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93611 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89659 members 
Mstep: Class 14 contains 111680 members 
Mstep: Class 15 contains 33882 members 
Mstep: Class 16 contains 37577 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8564 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17872 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129367 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 168045 members 
Mstep: Class 26 contains 68130 members 
Mstep: Class 27 contains 22085 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80413 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27514 members 
Mstep: Class 34 contains 61325 members 
Mstep: Class 35 contains 33605 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596432.000000 Penalty: 142798.250000
Iteration 255Q: 41 clusters Score -2.055964e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 246809 members 
Mstep: Class 3 contains 164330 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46735 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156669 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93613 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89640 members 
Mstep: Class 14 contains 111682 members 
Mstep: Class 15 contains 33884 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17875 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129372 members 
Mstep: Class 24 contains 7042 members 
Mstep: Class 25 contains 168045 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22085 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80414 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27515 members 
Mstep: Class 34 contains 61329 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12451 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596336.000000 Penalty: 142798.250000
Iteration 256Q: 41 clusters Score -2.055963e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 246813 members 
Mstep: Class 3 contains 164330 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 46736 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 4885 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156677 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93612 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89624 members 
Mstep: Class 14 contains 111677 members 
Mstep: Class 15 contains 33885 members 
Mstep: Class 16 contains 37574 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129376 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168045 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22086 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80414 members 
Mstep: Class 31 contains 8696 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27519 members 
Mstep: Class 34 contains 61329 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 257Q: 41 clusters Score -2.055964e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 246821 members 
Mstep: Class 3 contains 164324 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38115 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156689 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93614 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 89612 members 
Mstep: Class 14 contains 111676 members 
Mstep: Class 15 contains 33885 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8562 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17878 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129377 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168048 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22086 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27520 members 
Mstep: Class 34 contains 61327 members 
Mstep: Class 35 contains 33597 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12451 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596304.000000 Penalty: 142798.250000
Iteration 258Q: 41 clusters Score -2.055963e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 246829 members 
Mstep: Class 3 contains 164322 members 
Mstep: Class 4 contains 16247 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156697 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93613 members 
Mstep: Class 12 contains 14404 members 
Mstep: Class 13 contains 89603 members 
Mstep: Class 14 contains 111673 members 
Mstep: Class 15 contains 33885 members 
Mstep: Class 16 contains 37577 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8562 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17880 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129375 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168049 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22086 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8697 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27521 members 
Mstep: Class 34 contains 61323 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596240.000000 Penalty: 142798.250000
Iteration 259Q: 41 clusters Score -2.055962e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 246836 members 
Mstep: Class 3 contains 164330 members 
Mstep: Class 4 contains 16250 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156693 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 93608 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89594 members 
Mstep: Class 14 contains 111672 members 
Mstep: Class 15 contains 33885 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17878 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129373 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168053 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22083 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27522 members 
Mstep: Class 34 contains 61321 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12452 members 
Mstep: Class 38 contains 9145 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596288.000000 Penalty: 142798.250000
Iteration 260F: 41 clusters Score -2.055963e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 246843 members 
Mstep: Class 3 contains 164346 members 
Mstep: Class 4 contains 16251 members 
Mstep: Class 5 contains 46735 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156684 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 93609 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89585 members 
Mstep: Class 14 contains 111665 members 
Mstep: Class 15 contains 33885 members 
Mstep: Class 16 contains 37574 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8557 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17877 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129378 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168055 members 
Mstep: Class 26 contains 68133 members 
Mstep: Class 27 contains 22081 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80409 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27525 members 
Mstep: Class 34 contains 61318 members 
Mstep: Class 35 contains 33588 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12451 members 
Mstep: Class 38 contains 9145 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 261Q: 41 clusters Score -2.055964e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 246850 members 
Mstep: Class 3 contains 164377 members 
Mstep: Class 4 contains 16254 members 
Mstep: Class 5 contains 46738 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156671 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93606 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 89568 members 
Mstep: Class 14 contains 111664 members 
Mstep: Class 15 contains 33885 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8556 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17876 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129383 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168056 members 
Mstep: Class 26 contains 68133 members 
Mstep: Class 27 contains 22082 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27526 members 
Mstep: Class 34 contains 61307 members 
Mstep: Class 35 contains 33588 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 262Q: 41 clusters Score -2.055964e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 246865 members 
Mstep: Class 3 contains 164404 members 
Mstep: Class 4 contains 16253 members 
Mstep: Class 5 contains 46743 members 
Mstep: Class 6 contains 38117 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156652 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 93603 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 89547 members 
Mstep: Class 14 contains 111656 members 
Mstep: Class 15 contains 33886 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8557 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17880 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129387 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168057 members 
Mstep: Class 26 contains 68134 members 
Mstep: Class 27 contains 22078 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27526 members 
Mstep: Class 34 contains 61299 members 
Mstep: Class 35 contains 33587 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12455 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596608.000000 Penalty: 142798.250000
Iteration 263Q: 41 clusters Score -2.055966e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 246875 members 
Mstep: Class 3 contains 164436 members 
Mstep: Class 4 contains 16253 members 
Mstep: Class 5 contains 46745 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156629 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93607 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 89528 members 
Mstep: Class 14 contains 111648 members 
Mstep: Class 15 contains 33888 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8555 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17882 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129390 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168060 members 
Mstep: Class 26 contains 68134 members 
Mstep: Class 27 contains 22075 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27526 members 
Mstep: Class 34 contains 61300 members 
Mstep: Class 35 contains 33587 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12457 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596640.000000 Penalty: 142798.250000
Iteration 264Q: 41 clusters Score -2.055966e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 246895 members 
Mstep: Class 3 contains 164455 members 
Mstep: Class 4 contains 16255 members 
Mstep: Class 5 contains 46747 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156618 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 93609 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 89503 members 
Mstep: Class 14 contains 111631 members 
Mstep: Class 15 contains 33892 members 
Mstep: Class 16 contains 37574 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8553 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17888 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129396 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168064 members 
Mstep: Class 26 contains 68133 members 
Mstep: Class 27 contains 22075 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80407 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27526 members 
Mstep: Class 34 contains 61289 members 
Mstep: Class 35 contains 33589 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12455 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596720.000000 Penalty: 142798.250000
Iteration 265Q: 41 clusters Score -2.055967e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 246909 members 
Mstep: Class 3 contains 164460 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 46748 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156617 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93610 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 89482 members 
Mstep: Class 14 contains 111618 members 
Mstep: Class 15 contains 33896 members 
Mstep: Class 16 contains 37573 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8554 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17891 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129401 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168065 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22074 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80407 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27526 members 
Mstep: Class 34 contains 61286 members 
Mstep: Class 35 contains 33593 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596736.000000 Penalty: 142798.250000
Iteration 266Q: 41 clusters Score -2.055967e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 246923 members 
Mstep: Class 3 contains 164474 members 
Mstep: Class 4 contains 16259 members 
Mstep: Class 5 contains 46753 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156608 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93612 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 89459 members 
Mstep: Class 14 contains 111608 members 
Mstep: Class 15 contains 33899 members 
Mstep: Class 16 contains 37573 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8553 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17891 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129407 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168071 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80406 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27526 members 
Mstep: Class 34 contains 61278 members 
Mstep: Class 35 contains 33595 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596688.000000 Penalty: 142798.250000
Iteration 267Q: 41 clusters Score -2.055967e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 246942 members 
Mstep: Class 3 contains 164506 members 
Mstep: Class 4 contains 16260 members 
Mstep: Class 5 contains 46761 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156594 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93605 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 89441 members 
Mstep: Class 14 contains 111599 members 
Mstep: Class 15 contains 33901 members 
Mstep: Class 16 contains 37570 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17889 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129406 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168076 members 
Mstep: Class 26 contains 68132 members 
Mstep: Class 27 contains 22071 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80406 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27527 members 
Mstep: Class 34 contains 61271 members 
Mstep: Class 35 contains 33596 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 9145 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596736.000000 Penalty: 142798.250000
Iteration 268Q: 41 clusters Score -2.055967e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 246954 members 
Mstep: Class 3 contains 164525 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46767 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156595 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93598 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 89422 members 
Mstep: Class 14 contains 111584 members 
Mstep: Class 15 contains 33905 members 
Mstep: Class 16 contains 37570 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17889 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129414 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168078 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22071 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80406 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27529 members 
Mstep: Class 34 contains 61254 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12456 members 
Mstep: Class 38 contains 9146 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596672.000000 Penalty: 142798.250000
Iteration 269Q: 41 clusters Score -2.055967e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 246980 members 
Mstep: Class 3 contains 164549 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 46770 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156589 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93583 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89398 members 
Mstep: Class 14 contains 111572 members 
Mstep: Class 15 contains 33907 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8552 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17894 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129416 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168080 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80405 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27529 members 
Mstep: Class 34 contains 61244 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12456 members 
Mstep: Class 38 contains 9149 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596704.000000 Penalty: 142798.250000
Iteration 270Q: 41 clusters Score -2.055967e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 246994 members 
Mstep: Class 3 contains 164568 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 46773 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156589 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93569 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89380 members 
Mstep: Class 14 contains 111563 members 
Mstep: Class 15 contains 33913 members 
Mstep: Class 16 contains 37570 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17895 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129415 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168086 members 
Mstep: Class 26 contains 68131 members 
Mstep: Class 27 contains 22071 members 
Mstep: Class 28 contains 3617 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80405 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27528 members 
Mstep: Class 34 contains 61237 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12457 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596704.000000 Penalty: 142798.250000
Iteration 271Q: 41 clusters Score -2.055967e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 247004 members 
Mstep: Class 3 contains 164582 members 
Mstep: Class 4 contains 16269 members 
Mstep: Class 5 contains 46774 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156577 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93558 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89359 members 
Mstep: Class 14 contains 111562 members 
Mstep: Class 15 contains 33920 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17896 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129418 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168090 members 
Mstep: Class 26 contains 68134 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80405 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27528 members 
Mstep: Class 34 contains 61239 members 
Mstep: Class 35 contains 33597 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12458 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596784.000000 Penalty: 142798.250000
Iteration 272Q: 41 clusters Score -2.055968e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 247013 members 
Mstep: Class 3 contains 164596 members 
Mstep: Class 4 contains 16269 members 
Mstep: Class 5 contains 46774 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156574 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 93550 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89334 members 
Mstep: Class 14 contains 111554 members 
Mstep: Class 15 contains 33930 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8552 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 17897 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129423 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168092 members 
Mstep: Class 26 contains 68134 members 
Mstep: Class 27 contains 22071 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80407 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27528 members 
Mstep: Class 34 contains 61239 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12460 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596688.000000 Penalty: 142798.250000
Iteration 273Q: 41 clusters Score -2.055967e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 247028 members 
Mstep: Class 3 contains 164605 members 
Mstep: Class 4 contains 16268 members 
Mstep: Class 5 contains 46774 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156574 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 93538 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89315 members 
Mstep: Class 14 contains 111549 members 
Mstep: Class 15 contains 33936 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8553 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17898 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129427 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168090 members 
Mstep: Class 26 contains 68133 members 
Mstep: Class 27 contains 22070 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80409 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27528 members 
Mstep: Class 34 contains 61243 members 
Mstep: Class 35 contains 33593 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12462 members 
Mstep: Class 38 contains 9151 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596624.000000 Penalty: 142798.250000
Iteration 274Q: 41 clusters Score -2.055966e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 247028 members 
Mstep: Class 3 contains 164609 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 46774 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156577 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 93531 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89300 members 
Mstep: Class 14 contains 111542 members 
Mstep: Class 15 contains 33939 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17901 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129432 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168093 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22067 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27529 members 
Mstep: Class 34 contains 61243 members 
Mstep: Class 35 contains 33597 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12464 members 
Mstep: Class 38 contains 9151 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596432.000000 Penalty: 142798.250000
Iteration 275Q: 41 clusters Score -2.055964e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 247041 members 
Mstep: Class 3 contains 164619 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 46775 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156584 members 
Mstep: Class 10 contains 10325 members 
Mstep: Class 11 contains 93516 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89285 members 
Mstep: Class 14 contains 111535 members 
Mstep: Class 15 contains 33945 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17901 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129435 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168091 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22065 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27529 members 
Mstep: Class 34 contains 61239 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12469 members 
Mstep: Class 38 contains 9151 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596400.000000 Penalty: 142798.250000
Iteration 276Q: 41 clusters Score -2.055964e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247048 members 
Mstep: Class 3 contains 164627 members 
Mstep: Class 4 contains 16268 members 
Mstep: Class 5 contains 46778 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156590 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 93508 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 89269 members 
Mstep: Class 14 contains 111526 members 
Mstep: Class 15 contains 33950 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17900 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129440 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168092 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22063 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27529 members 
Mstep: Class 34 contains 61236 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12477 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596400.000000 Penalty: 142798.250000
Iteration 277Q: 41 clusters Score -2.055964e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247060 members 
Mstep: Class 3 contains 164634 members 
Mstep: Class 4 contains 16269 members 
Mstep: Class 5 contains 46783 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156595 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 93505 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89249 members 
Mstep: Class 14 contains 111516 members 
Mstep: Class 15 contains 33954 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17901 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129444 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168094 members 
Mstep: Class 26 contains 68136 members 
Mstep: Class 27 contains 22060 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27529 members 
Mstep: Class 34 contains 61228 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12482 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596576.000000 Penalty: 142798.250000
Iteration 278Q: 41 clusters Score -2.055966e+08 nChanged 118
Entering ConstructFrom: 
Score: -205596576.000000 Penalty: 142798.250000
Entering ConstructFrom: 
Trying to split cluster 1 (18814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Entering Unmasked Estep 
Score: -2140550.750000 Penalty: 2440.904541
	Iteration 0F: 2 clusters Score -2140551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2127232.000000 Penalty: 4881.809082
	Iteration 0F: 3 clusters Score -2127232 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2131628.750000 Penalty: 4881.809082
	Iteration 1F: 3 clusters Score -2131629 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2132012.500000 Penalty: 4881.809082
	Iteration 2F: 3 clusters Score -2132012 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2132363.250000 Penalty: 4881.809082
	Iteration 3Q: 3 clusters Score -2132363 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2132712.500000 Penalty: 4881.809082
	Iteration 4Q: 3 clusters Score -2132712 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2133134.750000 Penalty: 4881.809082
	Iteration 5Q: 3 clusters Score -2133135 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2133672.000000 Penalty: 4881.809082
	Iteration 6Q: 3 clusters Score -2133672 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2134322.250000 Penalty: 4881.809082
	Iteration 7F: 3 clusters Score -2134322 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2135117.500000 Penalty: 4881.809082
	Iteration 8F: 3 clusters Score -2135118 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2136010.500000 Penalty: 4881.809082
	Iteration 9F: 3 clusters Score -2136010 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2136912.750000 Penalty: 4881.809082
	Iteration 10F: 3 clusters Score -2136913 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2137756.250000 Penalty: 4881.809082
	Iteration 11F: 3 clusters Score -2137756 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2138349.750000 Penalty: 4881.809082
	Iteration 12Q: 3 clusters Score -2138350 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2138747.250000 Penalty: 4881.809082
	Iteration 13Q: 3 clusters Score -2138747 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2139019.250000 Penalty: 4881.809082
	Iteration 14Q: 3 clusters Score -2139019 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2139255.250000 Penalty: 4881.809082
	Iteration 15Q: 3 clusters Score -2139255 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2139423.500000 Penalty: 4881.809082
	Iteration 16Q: 3 clusters Score -2139424 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2139585.000000 Penalty: 4881.809082
	Iteration 17Q: 3 clusters Score -2139585 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2139696.250000 Penalty: 4881.809082
	Iteration 18Q: 3 clusters Score -2139696 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2139779.750000 Penalty: 4881.809082
	Iteration 19Q: 3 clusters Score -2139780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2139847.500000 Penalty: 4881.809082
	Iteration 20F: 3 clusters Score -2139848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2139908.750000 Penalty: 4881.809082
	Iteration 21Q: 3 clusters Score -2139909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2139954.500000 Penalty: 4881.809082
	Iteration 22Q: 3 clusters Score -2139954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2140013.250000 Penalty: 4881.809082
	Iteration 23Q: 3 clusters Score -2140013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2140064.000000 Penalty: 4881.809082
	Iteration 24Q: 3 clusters Score -2140064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2140115.000000 Penalty: 4881.809082
	Iteration 25Q: 3 clusters Score -2140115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2140137.500000 Penalty: 4881.809082
	Iteration 26Q: 3 clusters Score -2140138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2140148.500000 Penalty: 4881.809082
	Iteration 27Q: 3 clusters Score -2140148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2140166.500000 Penalty: 4881.809082
	Iteration 28Q: 3 clusters Score -2140166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2140181.000000 Penalty: 4881.809082
	Iteration 29Q: 3 clusters Score -2140181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2140185.000000 Penalty: 4881.809082
	Iteration 30Q: 3 clusters Score -2140185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2140186.750000 Penalty: 4881.809082
	Iteration 31Q: 3 clusters Score -2140187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2140186.250000 Penalty: 4881.809082
	Iteration 32Q: 3 clusters Score -2140186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2140192.250000 Penalty: 4881.809082
	Iteration 33Q: 3 clusters Score -2140192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2140192.250000 Penalty: 4881.809082
	Iteration 34Q: 3 clusters Score -2140192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2140191.250000 Penalty: 4881.809082
	Iteration 35Q: 3 clusters Score -2140191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2140194.000000 Penalty: 4881.809082
	Iteration 36Q: 3 clusters Score -2140194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2140197.000000 Penalty: 4881.809082
	Iteration 37Q: 3 clusters Score -2140197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2140199.500000 Penalty: 4881.809082
	Iteration 38Q: 3 clusters Score -2140200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2140203.750000 Penalty: 4881.809082
	Iteration 39Q: 3 clusters Score -2140204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2140203.750000 Penalty: 4881.809082
	Iteration 40F: 3 clusters Score -2140204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (247068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247068 members 
Entering Unmasked Estep 
Score: -28945736.000000 Penalty: 3079.519775
	Iteration 0F: 2 clusters Score -2.894574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -28779420.000000 Penalty: 6159.039551
	Iteration 0F: 3 clusters Score -2.877942e+07 nChanged 119573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -28849650.000000 Penalty: 6159.039551
	Iteration 1F: 3 clusters Score -2.884965e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -28851318.000000 Penalty: 6159.039551
	Iteration 2Q: 3 clusters Score -2.885132e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -28853678.000000 Penalty: 6159.039551
	Iteration 3Q: 3 clusters Score -2.885368e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 142713 members 
Entering Unmasked Estep 
Score: -28857220.000000 Penalty: 6159.039551
	Iteration 4Q: 3 clusters Score -2.885722e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 153673 members 
Entering Unmasked Estep 
Score: -28863384.000000 Penalty: 6159.039551
	Iteration 5F: 3 clusters Score -2.886338e+07 nChanged 16880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 169467 members 
Entering Unmasked Estep 
Score: -28874110.000000 Penalty: 6159.039551
	Iteration 6F: 3 clusters Score -2.887411e+07 nChanged 20568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 189543 members 
Entering Unmasked Estep 
Score: -28890142.000000 Penalty: 6159.039551
	Iteration 7F: 3 clusters Score -2.889014e+07 nChanged 21078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 210461 members 
Entering Unmasked Estep 
Score: -28909570.000000 Penalty: 6159.039551
	Iteration 8F: 3 clusters Score -2.890957e+07 nChanged 16916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 227317 members 
Entering Unmasked Estep 
Score: -28926060.000000 Penalty: 6159.039551
	Iteration 9F: 3 clusters Score -2.892606e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 237330 members 
Entering Unmasked Estep 
Score: -28935792.000000 Penalty: 6159.039551
	Iteration 10Q: 3 clusters Score -2.893579e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 242200 members 
Entering Unmasked Estep 
Score: -28940516.000000 Penalty: 6159.039551
	Iteration 11Q: 3 clusters Score -2.894052e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 244151 members 
Entering Unmasked Estep 
Score: -28942280.000000 Penalty: 6159.039551
	Iteration 12Q: 3 clusters Score -2.894228e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 244853 members 
Entering Unmasked Estep 
Score: -28942894.000000 Penalty: 6159.039551
	Iteration 13Q: 3 clusters Score -2.894289e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 245146 members 
Entering Unmasked Estep 
Score: -28943234.000000 Penalty: 6159.039551
	Iteration 14Q: 3 clusters Score -2.894323e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 245327 members 
Entering Unmasked Estep 
Score: -28943352.000000 Penalty: 6159.039551
	Iteration 15Q: 3 clusters Score -2.894335e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 245443 members 
Entering Unmasked Estep 
Score: -28943410.000000 Penalty: 6159.039551
	Iteration 16Q: 3 clusters Score -2.894341e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 245507 members 
Entering Unmasked Estep 
Score: -28943506.000000 Penalty: 6159.039551
	Iteration 17Q: 3 clusters Score -2.894351e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 245567 members 
Entering Unmasked Estep 
Score: -28943534.000000 Penalty: 6159.039551
	Iteration 18Q: 3 clusters Score -2.894353e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 245600 members 
Entering Unmasked Estep 
Score: -28943602.000000 Penalty: 6159.039551
	Iteration 19Q: 3 clusters Score -2.89436e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 245638 members 
Entering Unmasked Estep 
Score: -28943624.000000 Penalty: 6159.039551
	Iteration 20F: 3 clusters Score -2.894362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 245651 members 
Entering Unmasked Estep 
Score: -28943608.000000 Penalty: 6159.039551
	Iteration 21Q: 3 clusters Score -2.894361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 245672 members 
Entering Unmasked Estep 
Score: -28943616.000000 Penalty: 6159.039551
	Iteration 22Q: 3 clusters Score -2.894362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 245692 members 
Entering Unmasked Estep 
Score: -28943650.000000 Penalty: 6159.039551
	Iteration 23Q: 3 clusters Score -2.894365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 245703 members 
Entering Unmasked Estep 
Score: -28943644.000000 Penalty: 6159.039551
	Iteration 24Q: 3 clusters Score -2.894364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 245707 members 
Entering Unmasked Estep 
Score: -28943656.000000 Penalty: 6159.039551
	Iteration 25Q: 3 clusters Score -2.894366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 245711 members 
Entering Unmasked Estep 
Score: -28943652.000000 Penalty: 6159.039551
	Iteration 26Q: 3 clusters Score -2.894365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 245710 members 
Entering Unmasked Estep 
Score: -28943634.000000 Penalty: 6159.039551
	Iteration 27Q: 3 clusters Score -2.894363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 245708 members 
Entering Unmasked Estep 
Score: -28943640.000000 Penalty: 6159.039551
	Iteration 28Q: 3 clusters Score -2.894364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 245710 members 
Entering Unmasked Estep 
Score: -28943638.000000 Penalty: 6159.039551
	Iteration 29Q: 3 clusters Score -2.894364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 245710 members 
Entering Unmasked Estep 
Score: -28943666.000000 Penalty: 6159.039551
	Iteration 30Q: 3 clusters Score -2.894367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 245712 members 
Entering Unmasked Estep 
Score: -28943652.000000 Penalty: 6159.039551
	Iteration 31Q: 3 clusters Score -2.894365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 245715 members 
Entering Unmasked Estep 
Score: -28943654.000000 Penalty: 6159.039551
	Iteration 32Q: 3 clusters Score -2.894365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 245718 members 
Entering Unmasked Estep 
Score: -28943650.000000 Penalty: 6159.039551
	Iteration 33Q: 3 clusters Score -2.894365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 245720 members 
Entering Unmasked Estep 
Score: -28943630.000000 Penalty: 6159.039551
	Iteration 34Q: 3 clusters Score -2.894363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 245723 members 
Entering Unmasked Estep 
Score: -28943646.000000 Penalty: 6159.039551
	Iteration 35Q: 3 clusters Score -2.894365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 245722 members 
Entering Unmasked Estep 
Score: -28943644.000000 Penalty: 6159.039551
	Iteration 36Q: 3 clusters Score -2.894364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 245722 members 
Entering Unmasked Estep 
Score: -28943644.000000 Penalty: 6159.039551
	Iteration 37F: 3 clusters Score -2.894364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Entering Unmasked Estep 
Score: -19733646.000000 Penalty: 2978.862061
	Iteration 0F: 2 clusters Score -1.973365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -19625176.000000 Penalty: 5957.724121
	Iteration 0F: 3 clusters Score -1.962518e+07 nChanged 79058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -19672472.000000 Penalty: 5957.724121
	Iteration 1F: 3 clusters Score -1.967247e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -19674106.000000 Penalty: 5957.724121
	Iteration 2Q: 3 clusters Score -1.967411e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -19676348.000000 Penalty: 5957.724121
	Iteration 3Q: 3 clusters Score -1.967635e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76674 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -19678922.000000 Penalty: 5957.724121
	Iteration 4Q: 3 clusters Score -1.967892e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -19681792.000000 Penalty: 5957.724121
	Iteration 5Q: 3 clusters Score -1.968179e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -19685262.000000 Penalty: 5957.724121
	Iteration 6Q: 3 clusters Score -1.968526e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -19689214.000000 Penalty: 5957.724121
	Iteration 7Q: 3 clusters Score -1.968921e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -19693082.000000 Penalty: 5957.724121
	Iteration 8Q: 3 clusters Score -1.969308e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -19697536.000000 Penalty: 5957.724121
	Iteration 9Q: 3 clusters Score -1.969754e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -19702304.000000 Penalty: 5957.724121
	Iteration 10Q: 3 clusters Score -1.97023e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 115372 members 
Entering Unmasked Estep 
Score: -19706964.000000 Penalty: 5957.724121
	Iteration 11Q: 3 clusters Score -1.970696e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 119287 members 
Entering Unmasked Estep 
Score: -19711252.000000 Penalty: 5957.724121
	Iteration 12Q: 3 clusters Score -1.971125e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 122569 members 
Entering Unmasked Estep 
Score: -19714458.000000 Penalty: 5957.724121
	Iteration 13Q: 3 clusters Score -1.971446e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 125294 members 
Entering Unmasked Estep 
Score: -19717012.000000 Penalty: 5957.724121
	Iteration 14Q: 3 clusters Score -1.971701e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 127794 members 
Entering Unmasked Estep 
Score: -19718598.000000 Penalty: 5957.724121
	Iteration 15Q: 3 clusters Score -1.97186e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 130065 members 
Entering Unmasked Estep 
Score: -19719826.000000 Penalty: 5957.724121
	Iteration 16Q: 3 clusters Score -1.971983e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 132347 members 
Entering Unmasked Estep 
Score: -19720902.000000 Penalty: 5957.724121
	Iteration 17Q: 3 clusters Score -1.97209e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -19721830.000000 Penalty: 5957.724121
	Iteration 18Q: 3 clusters Score -1.972183e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -19722676.000000 Penalty: 5957.724121
	Iteration 19Q: 3 clusters Score -1.972268e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 138799 members 
Entering Unmasked Estep 
Score: -19723522.000000 Penalty: 5957.724121
	Iteration 20F: 3 clusters Score -1.972352e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -19724286.000000 Penalty: 5957.724121
	Iteration 21Q: 3 clusters Score -1.972429e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 142895 members 
Entering Unmasked Estep 
Score: -19725072.000000 Penalty: 5957.724121
	Iteration 22Q: 3 clusters Score -1.972507e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 144880 members 
Entering Unmasked Estep 
Score: -19725890.000000 Penalty: 5957.724121
	Iteration 23Q: 3 clusters Score -1.972589e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -19726546.000000 Penalty: 5957.724121
	Iteration 24Q: 3 clusters Score -1.972655e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 148504 members 
Entering Unmasked Estep 
Score: -19727166.000000 Penalty: 5957.724121
	Iteration 25Q: 3 clusters Score -1.972717e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -19727734.000000 Penalty: 5957.724121
	Iteration 26Q: 3 clusters Score -1.972773e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -19728372.000000 Penalty: 5957.724121
	Iteration 27Q: 3 clusters Score -1.972837e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 153161 members 
Entering Unmasked Estep 
Score: -19728774.000000 Penalty: 5957.724121
	Iteration 28Q: 3 clusters Score -1.972877e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -19729134.000000 Penalty: 5957.724121
	Iteration 29Q: 3 clusters Score -1.972913e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 155629 members 
Entering Unmasked Estep 
Score: -19729406.000000 Penalty: 5957.724121
	Iteration 30Q: 3 clusters Score -1.972941e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 156663 members 
Entering Unmasked Estep 
Score: -19729698.000000 Penalty: 5957.724121
	Iteration 31Q: 3 clusters Score -1.97297e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 157623 members 
Entering Unmasked Estep 
Score: -19729944.000000 Penalty: 5957.724121
	Iteration 32Q: 3 clusters Score -1.972994e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -19730264.000000 Penalty: 5957.724121
	Iteration 33Q: 3 clusters Score -1.973026e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -19730452.000000 Penalty: 5957.724121
	Iteration 34Q: 3 clusters Score -1.973045e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 159748 members 
Entering Unmasked Estep 
Score: -19730664.000000 Penalty: 5957.724121
	Iteration 35Q: 3 clusters Score -1.973066e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 160261 members 
Entering Unmasked Estep 
Score: -19730840.000000 Penalty: 5957.724121
	Iteration 36Q: 3 clusters Score -1.973084e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 160693 members 
Entering Unmasked Estep 
Score: -19730912.000000 Penalty: 5957.724121
	Iteration 37Q: 3 clusters Score -1.973091e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -19731032.000000 Penalty: 5957.724121
	Iteration 38Q: 3 clusters Score -1.973103e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -19731080.000000 Penalty: 5957.724121
	Iteration 39Q: 3 clusters Score -1.973108e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 161541 members 
Entering Unmasked Estep 
Score: -19731146.000000 Penalty: 5957.724121
	Iteration 40F: 3 clusters Score -1.973115e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 161752 members 
Entering Unmasked Estep 
Score: -19731236.000000 Penalty: 5957.724121
	Iteration 41Q: 3 clusters Score -1.973124e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -19731296.000000 Penalty: 5957.724121
	Iteration 42Q: 3 clusters Score -1.97313e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -19731324.000000 Penalty: 5957.724121
	Iteration 43Q: 3 clusters Score -1.973132e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 162170 members 
Entering Unmasked Estep 
Score: -19731342.000000 Penalty: 5957.724121
	Iteration 44Q: 3 clusters Score -1.973134e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -19731358.000000 Penalty: 5957.724121
	Iteration 45Q: 3 clusters Score -1.973136e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 162372 members 
Entering Unmasked Estep 
Score: -19731424.000000 Penalty: 5957.724121
	Iteration 46Q: 3 clusters Score -1.973142e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 162448 members 
Entering Unmasked Estep 
Score: -19731448.000000 Penalty: 5957.724121
	Iteration 47Q: 3 clusters Score -1.973145e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 162533 members 
Entering Unmasked Estep 
Score: -19731452.000000 Penalty: 5957.724121
	Iteration 48Q: 3 clusters Score -1.973145e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -19731490.000000 Penalty: 5957.724121
	Iteration 49Q: 3 clusters Score -1.973149e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 162658 members 
Entering Unmasked Estep 
Score: -19731482.000000 Penalty: 5957.724121
	Iteration 50Q: 3 clusters Score -1.973148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -19731498.000000 Penalty: 5957.724121
	Iteration 51Q: 3 clusters Score -1.97315e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 162720 members 
Entering Unmasked Estep 
Score: -19731520.000000 Penalty: 5957.724121
	Iteration 52Q: 3 clusters Score -1.973152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 162752 members 
Entering Unmasked Estep 
Score: -19731502.000000 Penalty: 5957.724121
	Iteration 53Q: 3 clusters Score -1.97315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 162779 members 
Entering Unmasked Estep 
Score: -19731512.000000 Penalty: 5957.724121
	Iteration 54Q: 3 clusters Score -1.973151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 162804 members 
Entering Unmasked Estep 
Score: -19731508.000000 Penalty: 5957.724121
	Iteration 55Q: 3 clusters Score -1.973151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -19731534.000000 Penalty: 5957.724121
	Iteration 56Q: 3 clusters Score -1.973153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 162848 members 
Entering Unmasked Estep 
Score: -19731536.000000 Penalty: 5957.724121
	Iteration 57Q: 3 clusters Score -1.973154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 162867 members 
Entering Unmasked Estep 
Score: -19731540.000000 Penalty: 5957.724121
	Iteration 58Q: 3 clusters Score -1.973154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 162884 members 
Entering Unmasked Estep 
Score: -19731552.000000 Penalty: 5957.724121
	Iteration 59Q: 3 clusters Score -1.973155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -19731534.000000 Penalty: 5957.724121
	Iteration 60F: 3 clusters Score -1.973153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 162907 members 
Entering Unmasked Estep 
Score: -19731530.000000 Penalty: 5957.724121
	Iteration 61Q: 3 clusters Score -1.973153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 162920 members 
Entering Unmasked Estep 
Score: -19731540.000000 Penalty: 5957.724121
	Iteration 62Q: 3 clusters Score -1.973154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -19731538.000000 Penalty: 5957.724121
	Iteration 63Q: 3 clusters Score -1.973154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -19731546.000000 Penalty: 5957.724121
	Iteration 64Q: 3 clusters Score -1.973155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 162962 members 
Entering Unmasked Estep 
Score: -19731552.000000 Penalty: 5957.724121
	Iteration 65Q: 3 clusters Score -1.973155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -19731558.000000 Penalty: 5957.724121
	Iteration 66Q: 3 clusters Score -1.973156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 162978 members 
Entering Unmasked Estep 
Score: -19731588.000000 Penalty: 5957.724121
	Iteration 67Q: 3 clusters Score -1.973159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 162981 members 
Entering Unmasked Estep 
Score: -19731576.000000 Penalty: 5957.724121
	Iteration 68Q: 3 clusters Score -1.973158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -19731582.000000 Penalty: 5957.724121
	Iteration 69Q: 3 clusters Score -1.973158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 162991 members 
Entering Unmasked Estep 
Score: -19731572.000000 Penalty: 5957.724121
	Iteration 70Q: 3 clusters Score -1.973157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -19731600.000000 Penalty: 5957.724121
	Iteration 71Q: 3 clusters Score -1.97316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 163003 members 
Entering Unmasked Estep 
Score: -19731614.000000 Penalty: 5957.724121
	Iteration 72Q: 3 clusters Score -1.973161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 163009 members 
Entering Unmasked Estep 
Score: -19731618.000000 Penalty: 5957.724121
	Iteration 73Q: 3 clusters Score -1.973162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -19731608.000000 Penalty: 5957.724121
	Iteration 74Q: 3 clusters Score -1.973161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 163020 members 
Entering Unmasked Estep 
Score: -19731612.000000 Penalty: 5957.724121
	Iteration 75Q: 3 clusters Score -1.973161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 163021 members 
Entering Unmasked Estep 
Score: -19731600.000000 Penalty: 5957.724121
	Iteration 76Q: 3 clusters Score -1.97316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 163024 members 
Entering Unmasked Estep 
Score: -19731614.000000 Penalty: 5957.724121
	Iteration 77Q: 3 clusters Score -1.973161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -19731616.000000 Penalty: 5957.724121
	Iteration 78Q: 3 clusters Score -1.973162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -19731610.000000 Penalty: 5957.724121
	Iteration 79Q: 3 clusters Score -1.973161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -19731598.000000 Penalty: 5957.724121
	Iteration 80F: 3 clusters Score -1.97316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -19731608.000000 Penalty: 5957.724121
	Iteration 81Q: 3 clusters Score -1.973161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -19731606.000000 Penalty: 5957.724121
	Iteration 82Q: 3 clusters Score -1.973161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -19731612.000000 Penalty: 5957.724121
	Iteration 83Q: 3 clusters Score -1.973161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -19731604.000000 Penalty: 5957.724121
	Iteration 84Q: 3 clusters Score -1.97316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -19731600.000000 Penalty: 5957.724121
	Iteration 85Q: 3 clusters Score -1.97316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -19731608.000000 Penalty: 5957.724121
	Iteration 86Q: 3 clusters Score -1.973161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -19731608.000000 Penalty: 5957.724121
	Iteration 87F: 3 clusters Score -1.973161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Entering Unmasked Estep 
Score: -1827006.000000 Penalty: 2404.860107
	Iteration 0F: 2 clusters Score -1827006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1815437.750000 Penalty: 4809.720215
	Iteration 0F: 3 clusters Score -1815438 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1819256.125000 Penalty: 4809.720215
	Iteration 1F: 3 clusters Score -1819256 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1819607.875000 Penalty: 4809.720215
	Iteration 2F: 3 clusters Score -1819608 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1819872.500000 Penalty: 4809.720215
	Iteration 3Q: 3 clusters Score -1819872 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1820106.875000 Penalty: 4809.720215
	Iteration 4Q: 3 clusters Score -1820107 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1820328.875000 Penalty: 4809.720215
	Iteration 5Q: 3 clusters Score -1820329 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1820577.625000 Penalty: 4809.720215
	Iteration 6Q: 3 clusters Score -1820578 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1820865.125000 Penalty: 4809.720215
	Iteration 7Q: 3 clusters Score -1820865 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1821176.500000 Penalty: 4809.720215
	Iteration 8Q: 3 clusters Score -1821176 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1821589.250000 Penalty: 4809.720215
	Iteration 9Q: 3 clusters Score -1821589 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1822085.250000 Penalty: 4809.720215
	Iteration 10Q: 3 clusters Score -1822085 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1822626.250000 Penalty: 4809.720215
	Iteration 11Q: 3 clusters Score -1822626 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1823145.375000 Penalty: 4809.720215
	Iteration 12Q: 3 clusters Score -1823145 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1823673.000000 Penalty: 4809.720215
	Iteration 13Q: 3 clusters Score -1823673 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1824092.125000 Penalty: 4809.720215
	Iteration 14Q: 3 clusters Score -1824092 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1824398.000000 Penalty: 4809.720215
	Iteration 15Q: 3 clusters Score -1824398 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1824591.000000 Penalty: 4809.720215
	Iteration 16Q: 3 clusters Score -1824591 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1824742.625000 Penalty: 4809.720215
	Iteration 17Q: 3 clusters Score -1824743 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1824893.750000 Penalty: 4809.720215
	Iteration 18Q: 3 clusters Score -1824894 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1825005.750000 Penalty: 4809.720215
	Iteration 19Q: 3 clusters Score -1825006 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1825104.875000 Penalty: 4809.720215
	Iteration 20F: 3 clusters Score -1825105 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1825184.875000 Penalty: 4809.720215
	Iteration 21Q: 3 clusters Score -1825185 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1825231.875000 Penalty: 4809.720215
	Iteration 22Q: 3 clusters Score -1825232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1825275.000000 Penalty: 4809.720215
	Iteration 23Q: 3 clusters Score -1825275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1825300.000000 Penalty: 4809.720215
	Iteration 24Q: 3 clusters Score -1825300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1825317.875000 Penalty: 4809.720215
	Iteration 25Q: 3 clusters Score -1825318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1825338.000000 Penalty: 4809.720215
	Iteration 26Q: 3 clusters Score -1825338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1825348.250000 Penalty: 4809.720215
	Iteration 27Q: 3 clusters Score -1825348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1825355.375000 Penalty: 4809.720215
	Iteration 28Q: 3 clusters Score -1825355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1825362.750000 Penalty: 4809.720215
	Iteration 29Q: 3 clusters Score -1825363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1825372.000000 Penalty: 4809.720215
	Iteration 30Q: 3 clusters Score -1825372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1825373.250000 Penalty: 4809.720215
	Iteration 31Q: 3 clusters Score -1825373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1825371.875000 Penalty: 4809.720215
	Iteration 32Q: 3 clusters Score -1825372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1825377.250000 Penalty: 4809.720215
	Iteration 33Q: 3 clusters Score -1825377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1825375.750000 Penalty: 4809.720215
	Iteration 34Q: 3 clusters Score -1825376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1825380.250000 Penalty: 4809.720215
	Iteration 35Q: 3 clusters Score -1825380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1825376.750000 Penalty: 4809.720215
	Iteration 36Q: 3 clusters Score -1825377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1825376.750000 Penalty: 4809.720215
	Iteration 37F: 3 clusters Score -1825377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Entering Unmasked Estep 
Score: -5471369.000000 Penalty: 2666.822754
	Iteration 0F: 2 clusters Score -5471369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -5439738.000000 Penalty: 5333.645508
	Iteration 0F: 3 clusters Score -5439738 nChanged 21629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -5452124.500000 Penalty: 5333.645508
	Iteration 1F: 3 clusters Score -5452124 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5453067.500000 Penalty: 5333.645508
	Iteration 2Q: 3 clusters Score -5453068 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -5454162.000000 Penalty: 5333.645508
	Iteration 3F: 3 clusters Score -5454162 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5455593.000000 Penalty: 5333.645508
	Iteration 4F: 3 clusters Score -5455593 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -5457501.500000 Penalty: 5333.645508
	Iteration 5F: 3 clusters Score -5457502 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -5459918.500000 Penalty: 5333.645508
	Iteration 6F: 3 clusters Score -5459918 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5462584.000000 Penalty: 5333.645508
	Iteration 7F: 3 clusters Score -5462584 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5465036.000000 Penalty: 5333.645508
	Iteration 8F: 3 clusters Score -5465036 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -5466931.000000 Penalty: 5333.645508
	Iteration 9Q: 3 clusters Score -5466931 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -5468110.500000 Penalty: 5333.645508
	Iteration 10Q: 3 clusters Score -5468110 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -5468858.000000 Penalty: 5333.645508
	Iteration 11Q: 3 clusters Score -5468858 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -5469254.500000 Penalty: 5333.645508
	Iteration 12Q: 3 clusters Score -5469254 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -5469407.000000 Penalty: 5333.645508
	Iteration 13Q: 3 clusters Score -5469407 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -5469505.000000 Penalty: 5333.645508
	Iteration 14Q: 3 clusters Score -5469505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5469554.500000 Penalty: 5333.645508
	Iteration 15Q: 3 clusters Score -5469554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5469585.000000 Penalty: 5333.645508
	Iteration 16Q: 3 clusters Score -5469585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5469593.000000 Penalty: 5333.645508
	Iteration 17Q: 3 clusters Score -5469593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5469613.500000 Penalty: 5333.645508
	Iteration 18Q: 3 clusters Score -5469614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5469621.500000 Penalty: 5333.645508
	Iteration 19Q: 3 clusters Score -5469622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -5469644.000000 Penalty: 5333.645508
	Iteration 20F: 3 clusters Score -5469644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5469655.500000 Penalty: 5333.645508
	Iteration 21Q: 3 clusters Score -5469656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5469658.500000 Penalty: 5333.645508
	Iteration 22Q: 3 clusters Score -5469658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -5469661.000000 Penalty: 5333.645508
	Iteration 23Q: 3 clusters Score -5469661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -5469665.500000 Penalty: 5333.645508
	Iteration 24Q: 3 clusters Score -5469666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5469674.500000 Penalty: 5333.645508
	Iteration 25Q: 3 clusters Score -5469674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5469674.500000 Penalty: 5333.645508
	Iteration 26F: 3 clusters Score -5469674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Entering Unmasked Estep 
Score: -4594825.000000 Penalty: 2616.065674
	Iteration 0F: 2 clusters Score -4594825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4569115.500000 Penalty: 5232.131348
	Iteration 0F: 3 clusters Score -4569116 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -4578536.000000 Penalty: 5232.131348
	Iteration 1F: 3 clusters Score -4578536 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4579001.000000 Penalty: 5232.131348
	Iteration 2Q: 3 clusters Score -4579001 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4579371.000000 Penalty: 5232.131348
	Iteration 3Q: 3 clusters Score -4579371 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4579703.500000 Penalty: 5232.131348
	Iteration 4Q: 3 clusters Score -4579704 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4580004.500000 Penalty: 5232.131348
	Iteration 5Q: 3 clusters Score -4580004 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4580361.000000 Penalty: 5232.131348
	Iteration 6Q: 3 clusters Score -4580361 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4580698.500000 Penalty: 5232.131348
	Iteration 7Q: 3 clusters Score -4580698 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -4581052.500000 Penalty: 5232.131348
	Iteration 8Q: 3 clusters Score -4581052 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -4581511.500000 Penalty: 5232.131348
	Iteration 9Q: 3 clusters Score -4581512 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4582032.500000 Penalty: 5232.131348
	Iteration 10Q: 3 clusters Score -4582032 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4582768.000000 Penalty: 5232.131348
	Iteration 11Q: 3 clusters Score -4582768 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -4583766.500000 Penalty: 5232.131348
	Iteration 12Q: 3 clusters Score -4583766 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4585021.000000 Penalty: 5232.131348
	Iteration 13F: 3 clusters Score -4585021 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4586521.500000 Penalty: 5232.131348
	Iteration 14F: 3 clusters Score -4586522 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4587895.000000 Penalty: 5232.131348
	Iteration 15Q: 3 clusters Score -4587895 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4589000.500000 Penalty: 5232.131348
	Iteration 16Q: 3 clusters Score -4589000 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4589901.500000 Penalty: 5232.131348
	Iteration 17Q: 3 clusters Score -4589902 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4590505.500000 Penalty: 5232.131348
	Iteration 18Q: 3 clusters Score -4590506 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4590988.500000 Penalty: 5232.131348
	Iteration 19Q: 3 clusters Score -4590988 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4591409.500000 Penalty: 5232.131348
	Iteration 20F: 3 clusters Score -4591410 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4591726.000000 Penalty: 5232.131348
	Iteration 21Q: 3 clusters Score -4591726 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4591965.500000 Penalty: 5232.131348
	Iteration 22Q: 3 clusters Score -4591966 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4592123.500000 Penalty: 5232.131348
	Iteration 23Q: 3 clusters Score -4592124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -4592231.000000 Penalty: 5232.131348
	Iteration 24Q: 3 clusters Score -4592231 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4592313.000000 Penalty: 5232.131348
	Iteration 25Q: 3 clusters Score -4592313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4592370.000000 Penalty: 5232.131348
	Iteration 26Q: 3 clusters Score -4592370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4592438.500000 Penalty: 5232.131348
	Iteration 27Q: 3 clusters Score -4592438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4592511.000000 Penalty: 5232.131348
	Iteration 28Q: 3 clusters Score -4592511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -4592560.500000 Penalty: 5232.131348
	Iteration 29Q: 3 clusters Score -4592560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4592592.000000 Penalty: 5232.131348
	Iteration 30Q: 3 clusters Score -4592592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -4592622.500000 Penalty: 5232.131348
	Iteration 31Q: 3 clusters Score -4592622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -4592646.500000 Penalty: 5232.131348
	Iteration 32Q: 3 clusters Score -4592646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4592649.000000 Penalty: 5232.131348
	Iteration 33Q: 3 clusters Score -4592649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4592653.500000 Penalty: 5232.131348
	Iteration 34Q: 3 clusters Score -4592654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4592655.500000 Penalty: 5232.131348
	Iteration 35Q: 3 clusters Score -4592656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -4592661.500000 Penalty: 5232.131348
	Iteration 36Q: 3 clusters Score -4592662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4592672.500000 Penalty: 5232.131348
	Iteration 37Q: 3 clusters Score -4592672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4592673.000000 Penalty: 5232.131348
	Iteration 38Q: 3 clusters Score -4592673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4592671.000000 Penalty: 5232.131348
	Iteration 39Q: 3 clusters Score -4592671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4592671.000000 Penalty: 5232.131348
	Iteration 40F: 3 clusters Score -4592671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4592669.000000 Penalty: 5232.131348
	Iteration 41Q: 3 clusters Score -4592669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4592675.000000 Penalty: 5232.131348
	Iteration 42Q: 3 clusters Score -4592675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4592676.500000 Penalty: 5232.131348
	Iteration 43Q: 3 clusters Score -4592676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4592679.000000 Penalty: 5232.131348
	Iteration 44Q: 3 clusters Score -4592679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4592677.000000 Penalty: 5232.131348
	Iteration 45Q: 3 clusters Score -4592677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4592679.500000 Penalty: 5232.131348
	Iteration 46Q: 3 clusters Score -4592680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4592679.000000 Penalty: 5232.131348
	Iteration 47Q: 3 clusters Score -4592679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4592679.000000 Penalty: 5232.131348
	Iteration 48F: 3 clusters Score -4592679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Entering Unmasked Estep 
Score: -572507.562500 Penalty: 2106.391602
	Iteration 0F: 2 clusters Score -572507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -568058.875000 Penalty: 4212.783203
	Iteration 0F: 3 clusters Score -568058.9 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -569117.250000 Penalty: 4212.783203
	Iteration 1F: 3 clusters Score -569117.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -569331.625000 Penalty: 4212.783203
	Iteration 2F: 3 clusters Score -569331.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -569464.000000 Penalty: 4212.783203
	Iteration 3F: 3 clusters Score -569464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -569560.562500 Penalty: 4212.783203
	Iteration 4Q: 3 clusters Score -569560.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -569645.375000 Penalty: 4212.783203
	Iteration 5Q: 3 clusters Score -569645.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -569717.062500 Penalty: 4212.783203
	Iteration 6Q: 3 clusters Score -569717.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -569785.187500 Penalty: 4212.783203
	Iteration 7Q: 3 clusters Score -569785.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -569846.937500 Penalty: 4212.783203
	Iteration 8Q: 3 clusters Score -569846.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -569907.500000 Penalty: 4212.783203
	Iteration 9Q: 3 clusters Score -569907.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -569964.500000 Penalty: 4212.783203
	Iteration 10Q: 3 clusters Score -569964.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -570020.687500 Penalty: 4212.783203
	Iteration 11Q: 3 clusters Score -570020.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -570095.875000 Penalty: 4212.783203
	Iteration 12Q: 3 clusters Score -570095.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -570163.000000 Penalty: 4212.783203
	Iteration 13Q: 3 clusters Score -570163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -570220.187500 Penalty: 4212.783203
	Iteration 14Q: 3 clusters Score -570220.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -570284.062500 Penalty: 4212.783203
	Iteration 15Q: 3 clusters Score -570284.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -570341.125000 Penalty: 4212.783203
	Iteration 16Q: 3 clusters Score -570341.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -570390.187500 Penalty: 4212.783203
	Iteration 17Q: 3 clusters Score -570390.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -570440.000000 Penalty: 4212.783203
	Iteration 18Q: 3 clusters Score -570440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -570490.125000 Penalty: 4212.783203
	Iteration 19Q: 3 clusters Score -570490.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -570526.375000 Penalty: 4212.783203
	Iteration 20F: 3 clusters Score -570526.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -570562.000000 Penalty: 4212.783203
	Iteration 21Q: 3 clusters Score -570562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -570590.437500 Penalty: 4212.783203
	Iteration 22Q: 3 clusters Score -570590.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -570615.875000 Penalty: 4212.783203
	Iteration 23Q: 3 clusters Score -570615.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -570643.500000 Penalty: 4212.783203
	Iteration 24Q: 3 clusters Score -570643.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -570666.062500 Penalty: 4212.783203
	Iteration 25Q: 3 clusters Score -570666.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -570687.625000 Penalty: 4212.783203
	Iteration 26Q: 3 clusters Score -570687.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -570705.125000 Penalty: 4212.783203
	Iteration 27Q: 3 clusters Score -570705.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -570722.187500 Penalty: 4212.783203
	Iteration 28Q: 3 clusters Score -570722.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -570738.750000 Penalty: 4212.783203
	Iteration 29Q: 3 clusters Score -570738.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -570752.250000 Penalty: 4212.783203
	Iteration 30Q: 3 clusters Score -570752.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -570759.875000 Penalty: 4212.783203
	Iteration 31Q: 3 clusters Score -570759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -570767.187500 Penalty: 4212.783203
	Iteration 32Q: 3 clusters Score -570767.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -570772.812500 Penalty: 4212.783203
	Iteration 33Q: 3 clusters Score -570772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -570778.062500 Penalty: 4212.783203
	Iteration 34Q: 3 clusters Score -570778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -570779.375000 Penalty: 4212.783203
	Iteration 35Q: 3 clusters Score -570779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -570781.937500 Penalty: 4212.783203
	Iteration 36Q: 3 clusters Score -570781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -570783.125000 Penalty: 4212.783203
	Iteration 37Q: 3 clusters Score -570783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -570784.000000 Penalty: 4212.783203
	Iteration 38Q: 3 clusters Score -570784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -570785.750000 Penalty: 4212.783203
	Iteration 39Q: 3 clusters Score -570785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -570785.750000 Penalty: 4212.783203
	Iteration 40F: 3 clusters Score -570785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38741.738281 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38741.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37392.250000 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37392.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37545.867188 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37545.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37580.601562 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37587.710938 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37587.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37598.324219 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37598.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37599.914062 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37599.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37603.300781 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -37603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37604.621094 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -37604.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37608.617188 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -37608.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37610.863281 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -37610.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37610.863281 Penalty: 2948.928711
	Iteration 10F: 3 clusters Score -37610.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156603 members 
Entering Unmasked Estep 
Score: -18686342.000000 Penalty: 2966.444580
	Iteration 0F: 2 clusters Score -1.868634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -18582620.000000 Penalty: 5932.889160
	Iteration 0F: 3 clusters Score -1.858262e+07 nChanged 74867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -18626564.000000 Penalty: 5932.889160
	Iteration 1F: 3 clusters Score -1.862656e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -18627900.000000 Penalty: 5932.889160
	Iteration 2Q: 3 clusters Score -1.86279e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -18629476.000000 Penalty: 5932.889160
	Iteration 3Q: 3 clusters Score -1.862948e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -18631544.000000 Penalty: 5932.889160
	Iteration 4Q: 3 clusters Score -1.863154e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -18634576.000000 Penalty: 5932.889160
	Iteration 5Q: 3 clusters Score -1.863458e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 92639 members 
Entering Unmasked Estep 
Score: -18638776.000000 Penalty: 5932.889160
	Iteration 6F: 3 clusters Score -1.863878e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -18643964.000000 Penalty: 5932.889160
	Iteration 7F: 3 clusters Score -1.864396e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -18649862.000000 Penalty: 5932.889160
	Iteration 8F: 3 clusters Score -1.864986e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -18655950.000000 Penalty: 5932.889160
	Iteration 9F: 3 clusters Score -1.865595e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -18660780.000000 Penalty: 5932.889160
	Iteration 10Q: 3 clusters Score -1.866078e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 119257 members 
Entering Unmasked Estep 
Score: -18664082.000000 Penalty: 5932.889160
	Iteration 11Q: 3 clusters Score -1.866408e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 122970 members 
Entering Unmasked Estep 
Score: -18666156.000000 Penalty: 5932.889160
	Iteration 12Q: 3 clusters Score -1.866616e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 126419 members 
Entering Unmasked Estep 
Score: -18667754.000000 Penalty: 5932.889160
	Iteration 13Q: 3 clusters Score -1.866775e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 129648 members 
Entering Unmasked Estep 
Score: -18669048.000000 Penalty: 5932.889160
	Iteration 14Q: 3 clusters Score -1.866905e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 132887 members 
Entering Unmasked Estep 
Score: -18670526.000000 Penalty: 5932.889160
	Iteration 15Q: 3 clusters Score -1.867053e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 136121 members 
Entering Unmasked Estep 
Score: -18672096.000000 Penalty: 5932.889160
	Iteration 16Q: 3 clusters Score -1.86721e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 139184 members 
Entering Unmasked Estep 
Score: -18673602.000000 Penalty: 5932.889160
	Iteration 17Q: 3 clusters Score -1.86736e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 142100 members 
Entering Unmasked Estep 
Score: -18675220.000000 Penalty: 5932.889160
	Iteration 18Q: 3 clusters Score -1.867522e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -18676798.000000 Penalty: 5932.889160
	Iteration 19Q: 3 clusters Score -1.86768e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -18678234.000000 Penalty: 5932.889160
	Iteration 20F: 3 clusters Score -1.867823e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -18679586.000000 Penalty: 5932.889160
	Iteration 21Q: 3 clusters Score -1.867959e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -18680694.000000 Penalty: 5932.889160
	Iteration 22Q: 3 clusters Score -1.868069e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -18681626.000000 Penalty: 5932.889160
	Iteration 23Q: 3 clusters Score -1.868163e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 153783 members 
Entering Unmasked Estep 
Score: -18682306.000000 Penalty: 5932.889160
	Iteration 24Q: 3 clusters Score -1.868231e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -18682780.000000 Penalty: 5932.889160
	Iteration 25Q: 3 clusters Score -1.868278e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -18683086.000000 Penalty: 5932.889160
	Iteration 26Q: 3 clusters Score -1.868309e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -18683292.000000 Penalty: 5932.889160
	Iteration 27Q: 3 clusters Score -1.868329e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -18683442.000000 Penalty: 5932.889160
	Iteration 28Q: 3 clusters Score -1.868344e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 155724 members 
Entering Unmasked Estep 
Score: -18683528.000000 Penalty: 5932.889160
	Iteration 29Q: 3 clusters Score -1.868353e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 155814 members 
Entering Unmasked Estep 
Score: -18683614.000000 Penalty: 5932.889160
	Iteration 30Q: 3 clusters Score -1.868361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 155879 members 
Entering Unmasked Estep 
Score: -18683634.000000 Penalty: 5932.889160
	Iteration 31Q: 3 clusters Score -1.868363e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -18683686.000000 Penalty: 5932.889160
	Iteration 32Q: 3 clusters Score -1.868369e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 155969 members 
Entering Unmasked Estep 
Score: -18683720.000000 Penalty: 5932.889160
	Iteration 33Q: 3 clusters Score -1.868372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 156003 members 
Entering Unmasked Estep 
Score: -18683730.000000 Penalty: 5932.889160
	Iteration 34Q: 3 clusters Score -1.868373e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -18683770.000000 Penalty: 5932.889160
	Iteration 35Q: 3 clusters Score -1.868377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 156029 members 
Entering Unmasked Estep 
Score: -18683796.000000 Penalty: 5932.889160
	Iteration 36Q: 3 clusters Score -1.86838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 156038 members 
Entering Unmasked Estep 
Score: -18683796.000000 Penalty: 5932.889160
	Iteration 37Q: 3 clusters Score -1.86838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -18683804.000000 Penalty: 5932.889160
	Iteration 38Q: 3 clusters Score -1.86838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 156048 members 
Entering Unmasked Estep 
Score: -18683822.000000 Penalty: 5932.889160
	Iteration 39Q: 3 clusters Score -1.868382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 156054 members 
Entering Unmasked Estep 
Score: -18683838.000000 Penalty: 5932.889160
	Iteration 40F: 3 clusters Score -1.868384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -18683832.000000 Penalty: 5932.889160
	Iteration 41Q: 3 clusters Score -1.868383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -18683836.000000 Penalty: 5932.889160
	Iteration 42Q: 3 clusters Score -1.868384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -18683860.000000 Penalty: 5932.889160
	Iteration 43Q: 3 clusters Score -1.868386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 156073 members 
Entering Unmasked Estep 
Score: -18683880.000000 Penalty: 5932.889160
	Iteration 44Q: 3 clusters Score -1.868388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 156077 members 
Entering Unmasked Estep 
Score: -18683876.000000 Penalty: 5932.889160
	Iteration 45Q: 3 clusters Score -1.868388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 156078 members 
Entering Unmasked Estep 
Score: -18683866.000000 Penalty: 5932.889160
	Iteration 46Q: 3 clusters Score -1.868387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 156078 members 
Entering Unmasked Estep 
Score: -18683866.000000 Penalty: 5932.889160
	Iteration 47F: 3 clusters Score -1.868387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1164139.750000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1164140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1156184.875000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1156185 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1158615.250000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1158615 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1158954.000000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1158954 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1159207.500000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1159208 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1159436.375000 Penalty: 4584.192871
	Iteration 4Q: 3 clusters Score -1159436 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1159629.750000 Penalty: 4584.192871
	Iteration 5Q: 3 clusters Score -1159630 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1159806.875000 Penalty: 4584.192871
	Iteration 6Q: 3 clusters Score -1159807 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1159975.000000 Penalty: 4584.192871
	Iteration 7Q: 3 clusters Score -1159975 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1160139.625000 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -1160140 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1160301.375000 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1160301 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1160465.125000 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1160465 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1160639.875000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1160640 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1160836.250000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1160836 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1161061.875000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1161062 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1161307.125000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1161307 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1161520.750000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1161521 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1161698.000000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1161698 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1161838.125000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1161838 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1161951.250000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1161951 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1162049.250000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1162049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1162120.875000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1162121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1162183.500000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1162184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1162221.500000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1162222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1162245.250000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1162245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1162260.125000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1162260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1162269.250000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1162269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1162273.000000 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1162273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1162278.250000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1162278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1162280.125000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1162280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1162288.375000 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1162288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1162288.875000 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1162289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1162289.250000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1162289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1162292.500000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1162292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1162293.375000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1162293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1162294.250000 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1162294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1162294.250000 Penalty: 4584.192871
	Iteration 35F: 3 clusters Score -1162294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (93500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Entering Unmasked Estep 
Score: -11128827.000000 Penalty: 2838.537842
	Iteration 0F: 2 clusters Score -1.112883e+07 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 46908 members 
Entering Unmasked Estep 
Score: -11066057.000000 Penalty: 5677.075684
	Iteration 0F: 3 clusters Score -1.106606e+07 nChanged 44177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -11091467.000000 Penalty: 5677.075684
	Iteration 1F: 3 clusters Score -1.109147e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -11092297.000000 Penalty: 5677.075684
	Iteration 2Q: 3 clusters Score -1.10923e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -11093182.000000 Penalty: 5677.075684
	Iteration 3Q: 3 clusters Score -1.109318e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -11094361.000000 Penalty: 5677.075684
	Iteration 4Q: 3 clusters Score -1.109436e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -11095953.000000 Penalty: 5677.075684
	Iteration 5Q: 3 clusters Score -1.109595e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -11097827.000000 Penalty: 5677.075684
	Iteration 6Q: 3 clusters Score -1.109783e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -11100300.000000 Penalty: 5677.075684
	Iteration 7Q: 3 clusters Score -1.11003e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -11103440.000000 Penalty: 5677.075684
	Iteration 8F: 3 clusters Score -1.110344e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -11107080.000000 Penalty: 5677.075684
	Iteration 9F: 3 clusters Score -1.110708e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -11110871.000000 Penalty: 5677.075684
	Iteration 10F: 3 clusters Score -1.111087e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -11114310.000000 Penalty: 5677.075684
	Iteration 11Q: 3 clusters Score -1.111431e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -11116921.000000 Penalty: 5677.075684
	Iteration 12Q: 3 clusters Score -1.111692e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -11118735.000000 Penalty: 5677.075684
	Iteration 13Q: 3 clusters Score -1.111874e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -11120011.000000 Penalty: 5677.075684
	Iteration 14Q: 3 clusters Score -1.112001e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -11120894.000000 Penalty: 5677.075684
	Iteration 15Q: 3 clusters Score -1.112089e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -11121600.000000 Penalty: 5677.075684
	Iteration 16Q: 3 clusters Score -1.11216e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -11122151.000000 Penalty: 5677.075684
	Iteration 17Q: 3 clusters Score -1.112215e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -11122697.000000 Penalty: 5677.075684
	Iteration 18Q: 3 clusters Score -1.11227e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -11123171.000000 Penalty: 5677.075684
	Iteration 19Q: 3 clusters Score -1.112317e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -11123628.000000 Penalty: 5677.075684
	Iteration 20F: 3 clusters Score -1.112363e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -11124012.000000 Penalty: 5677.075684
	Iteration 21Q: 3 clusters Score -1.112401e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -11124370.000000 Penalty: 5677.075684
	Iteration 22Q: 3 clusters Score -1.112437e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -11124693.000000 Penalty: 5677.075684
	Iteration 23Q: 3 clusters Score -1.112469e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -11124958.000000 Penalty: 5677.075684
	Iteration 24Q: 3 clusters Score -1.112496e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -11125217.000000 Penalty: 5677.075684
	Iteration 25Q: 3 clusters Score -1.112522e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -11125446.000000 Penalty: 5677.075684
	Iteration 26Q: 3 clusters Score -1.112545e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -11125653.000000 Penalty: 5677.075684
	Iteration 27Q: 3 clusters Score -1.112565e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -11125796.000000 Penalty: 5677.075684
	Iteration 28Q: 3 clusters Score -1.11258e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -11125954.000000 Penalty: 5677.075684
	Iteration 29Q: 3 clusters Score -1.112595e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -11126094.000000 Penalty: 5677.075684
	Iteration 30Q: 3 clusters Score -1.112609e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -11126204.000000 Penalty: 5677.075684
	Iteration 31Q: 3 clusters Score -1.11262e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -11126256.000000 Penalty: 5677.075684
	Iteration 32Q: 3 clusters Score -1.112626e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -11126293.000000 Penalty: 5677.075684
	Iteration 33Q: 3 clusters Score -1.112629e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -11126334.000000 Penalty: 5677.075684
	Iteration 34Q: 3 clusters Score -1.112633e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -11126389.000000 Penalty: 5677.075684
	Iteration 35Q: 3 clusters Score -1.112639e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -11126429.000000 Penalty: 5677.075684
	Iteration 36Q: 3 clusters Score -1.112643e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -11126474.000000 Penalty: 5677.075684
	Iteration 37Q: 3 clusters Score -1.112647e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -11126503.000000 Penalty: 5677.075684
	Iteration 38Q: 3 clusters Score -1.11265e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -11126518.000000 Penalty: 5677.075684
	Iteration 39Q: 3 clusters Score -1.112652e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -11126527.000000 Penalty: 5677.075684
	Iteration 40F: 3 clusters Score -1.112653e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -11126553.000000 Penalty: 5677.075684
	Iteration 41Q: 3 clusters Score -1.112655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -11126565.000000 Penalty: 5677.075684
	Iteration 42Q: 3 clusters Score -1.112656e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -11126568.000000 Penalty: 5677.075684
	Iteration 43Q: 3 clusters Score -1.112657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -11126588.000000 Penalty: 5677.075684
	Iteration 44Q: 3 clusters Score -1.112659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -11126583.000000 Penalty: 5677.075684
	Iteration 45Q: 3 clusters Score -1.112658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -11126605.000000 Penalty: 5677.075684
	Iteration 46Q: 3 clusters Score -1.11266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -11126602.000000 Penalty: 5677.075684
	Iteration 47Q: 3 clusters Score -1.11266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -11126606.000000 Penalty: 5677.075684
	Iteration 48Q: 3 clusters Score -1.112661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -11126614.000000 Penalty: 5677.075684
	Iteration 49Q: 3 clusters Score -1.112661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -11126620.000000 Penalty: 5677.075684
	Iteration 50Q: 3 clusters Score -1.112662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -11126625.000000 Penalty: 5677.075684
	Iteration 51Q: 3 clusters Score -1.112662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -11126634.000000 Penalty: 5677.075684
	Iteration 52Q: 3 clusters Score -1.112663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -11126619.000000 Penalty: 5677.075684
	Iteration 53Q: 3 clusters Score -1.112662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -11126628.000000 Penalty: 5677.075684
	Iteration 54Q: 3 clusters Score -1.112663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -11126626.000000 Penalty: 5677.075684
	Iteration 55Q: 3 clusters Score -1.112663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -11126628.000000 Penalty: 5677.075684
	Iteration 56Q: 3 clusters Score -1.112663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 91696 members 
Entering Unmasked Estep 
Score: -11126651.000000 Penalty: 5677.075684
	Iteration 57Q: 3 clusters Score -1.112665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -11126650.000000 Penalty: 5677.075684
	Iteration 58Q: 3 clusters Score -1.112665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -11126640.000000 Penalty: 5677.075684
	Iteration 59Q: 3 clusters Score -1.112664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -11126640.000000 Penalty: 5677.075684
	Iteration 60F: 3 clusters Score -1.112664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -11126638.000000 Penalty: 5677.075684
	Iteration 61Q: 3 clusters Score -1.112664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -11126638.000000 Penalty: 5677.075684
	Iteration 62F: 3 clusters Score -1.112664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Entering Unmasked Estep 
Score: -1701114.125000 Penalty: 2374.647461
	Iteration 0F: 2 clusters Score -1701114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1690637.625000 Penalty: 4749.294922
	Iteration 0F: 3 clusters Score -1690638 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1694092.875000 Penalty: 4749.294922
	Iteration 1F: 3 clusters Score -1694093 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1694604.250000 Penalty: 4749.294922
	Iteration 2F: 3 clusters Score -1694604 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1695040.250000 Penalty: 4749.294922
	Iteration 3F: 3 clusters Score -1695040 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1695433.750000 Penalty: 4749.294922
	Iteration 4F: 3 clusters Score -1695434 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1695866.125000 Penalty: 4749.294922
	Iteration 5Q: 3 clusters Score -1695866 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1696379.125000 Penalty: 4749.294922
	Iteration 6F: 3 clusters Score -1696379 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1696978.625000 Penalty: 4749.294922
	Iteration 7F: 3 clusters Score -1696979 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1697604.250000 Penalty: 4749.294922
	Iteration 8F: 3 clusters Score -1697604 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1698146.500000 Penalty: 4749.294922
	Iteration 9F: 3 clusters Score -1698146 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1698557.375000 Penalty: 4749.294922
	Iteration 10Q: 3 clusters Score -1698557 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1698840.000000 Penalty: 4749.294922
	Iteration 11Q: 3 clusters Score -1698840 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1699030.375000 Penalty: 4749.294922
	Iteration 12Q: 3 clusters Score -1699030 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1699143.750000 Penalty: 4749.294922
	Iteration 13Q: 3 clusters Score -1699144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1699221.375000 Penalty: 4749.294922
	Iteration 14Q: 3 clusters Score -1699221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1699277.125000 Penalty: 4749.294922
	Iteration 15Q: 3 clusters Score -1699277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1699314.875000 Penalty: 4749.294922
	Iteration 16Q: 3 clusters Score -1699315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1699343.625000 Penalty: 4749.294922
	Iteration 17Q: 3 clusters Score -1699344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1699362.125000 Penalty: 4749.294922
	Iteration 18Q: 3 clusters Score -1699362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1699376.250000 Penalty: 4749.294922
	Iteration 19Q: 3 clusters Score -1699376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1699382.375000 Penalty: 4749.294922
	Iteration 20F: 3 clusters Score -1699382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1699389.250000 Penalty: 4749.294922
	Iteration 21Q: 3 clusters Score -1699389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1699398.375000 Penalty: 4749.294922
	Iteration 22Q: 3 clusters Score -1699398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1699409.000000 Penalty: 4749.294922
	Iteration 23Q: 3 clusters Score -1699409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1699414.125000 Penalty: 4749.294922
	Iteration 24Q: 3 clusters Score -1699414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1699419.250000 Penalty: 4749.294922
	Iteration 25Q: 3 clusters Score -1699419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1699419.375000 Penalty: 4749.294922
	Iteration 26Q: 3 clusters Score -1699419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1699423.125000 Penalty: 4749.294922
	Iteration 27Q: 3 clusters Score -1699423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1699424.875000 Penalty: 4749.294922
	Iteration 28Q: 3 clusters Score -1699425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1699427.500000 Penalty: 4749.294922
	Iteration 29Q: 3 clusters Score -1699428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1699429.875000 Penalty: 4749.294922
	Iteration 30Q: 3 clusters Score -1699430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1699434.875000 Penalty: 4749.294922
	Iteration 31Q: 3 clusters Score -1699435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1699436.000000 Penalty: 4749.294922
	Iteration 32Q: 3 clusters Score -1699436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1699442.375000 Penalty: 4749.294922
	Iteration 33Q: 3 clusters Score -1699442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1699447.000000 Penalty: 4749.294922
	Iteration 34Q: 3 clusters Score -1699447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1699452.500000 Penalty: 4749.294922
	Iteration 35Q: 3 clusters Score -1699452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1699451.875000 Penalty: 4749.294922
	Iteration 36Q: 3 clusters Score -1699452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1699454.500000 Penalty: 4749.294922
	Iteration 37Q: 3 clusters Score -1699454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1699456.750000 Penalty: 4749.294922
	Iteration 38Q: 3 clusters Score -1699457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1699458.875000 Penalty: 4749.294922
	Iteration 39Q: 3 clusters Score -1699459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1699458.000000 Penalty: 4749.294922
	Iteration 40F: 3 clusters Score -1699458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1699460.125000 Penalty: 4749.294922
	Iteration 41Q: 3 clusters Score -1699460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1699459.000000 Penalty: 4749.294922
	Iteration 42Q: 3 clusters Score -1699459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1699460.000000 Penalty: 4749.294922
	Iteration 43Q: 3 clusters Score -1699460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1699460.875000 Penalty: 4749.294922
	Iteration 44Q: 3 clusters Score -1699461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1699463.125000 Penalty: 4749.294922
	Iteration 45Q: 3 clusters Score -1699463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1699463.125000 Penalty: 4749.294922
	Iteration 46F: 3 clusters Score -1699463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Entering Unmasked Estep 
Score: -10879755.000000 Penalty: 2826.978516
	Iteration 0F: 2 clusters Score -1.087976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -10820038.000000 Penalty: 5653.957031
	Iteration 0F: 3 clusters Score -1.082004e+07 nChanged 42093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -10844058.000000 Penalty: 5653.957031
	Iteration 1F: 3 clusters Score -1.084406e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -10844673.000000 Penalty: 5653.957031
	Iteration 2Q: 3 clusters Score -1.084467e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -10845537.000000 Penalty: 5653.957031
	Iteration 3Q: 3 clusters Score -1.084554e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -10846636.000000 Penalty: 5653.957031
	Iteration 4Q: 3 clusters Score -1.084664e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -10848323.000000 Penalty: 5653.957031
	Iteration 5Q: 3 clusters Score -1.084832e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -10850952.000000 Penalty: 5653.957031
	Iteration 6F: 3 clusters Score -1.085095e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -10855058.000000 Penalty: 5653.957031
	Iteration 7F: 3 clusters Score -1.085506e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -10860355.000000 Penalty: 5653.957031
	Iteration 8F: 3 clusters Score -1.086036e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -10866025.000000 Penalty: 5653.957031
	Iteration 9F: 3 clusters Score -1.086602e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -10870348.000000 Penalty: 5653.957031
	Iteration 10F: 3 clusters Score -1.087035e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -10872988.000000 Penalty: 5653.957031
	Iteration 11Q: 3 clusters Score -1.087299e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -10874689.000000 Penalty: 5653.957031
	Iteration 12Q: 3 clusters Score -1.087469e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -10875655.000000 Penalty: 5653.957031
	Iteration 13Q: 3 clusters Score -1.087566e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -10876394.000000 Penalty: 5653.957031
	Iteration 14Q: 3 clusters Score -1.087639e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -10876756.000000 Penalty: 5653.957031
	Iteration 15Q: 3 clusters Score -1.087676e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -10877018.000000 Penalty: 5653.957031
	Iteration 16Q: 3 clusters Score -1.087702e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -10877226.000000 Penalty: 5653.957031
	Iteration 17Q: 3 clusters Score -1.087723e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -10877325.000000 Penalty: 5653.957031
	Iteration 18Q: 3 clusters Score -1.087732e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -10877445.000000 Penalty: 5653.957031
	Iteration 19Q: 3 clusters Score -1.087744e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -10877558.000000 Penalty: 5653.957031
	Iteration 20F: 3 clusters Score -1.087756e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -10877614.000000 Penalty: 5653.957031
	Iteration 21Q: 3 clusters Score -1.087761e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -10877664.000000 Penalty: 5653.957031
	Iteration 22Q: 3 clusters Score -1.087766e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -10877673.000000 Penalty: 5653.957031
	Iteration 23Q: 3 clusters Score -1.087767e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -10877709.000000 Penalty: 5653.957031
	Iteration 24Q: 3 clusters Score -1.087771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -10877734.000000 Penalty: 5653.957031
	Iteration 25Q: 3 clusters Score -1.087773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -10877739.000000 Penalty: 5653.957031
	Iteration 26Q: 3 clusters Score -1.087774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -10877763.000000 Penalty: 5653.957031
	Iteration 27Q: 3 clusters Score -1.087776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -10877772.000000 Penalty: 5653.957031
	Iteration 28Q: 3 clusters Score -1.087777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -10877777.000000 Penalty: 5653.957031
	Iteration 29Q: 3 clusters Score -1.087778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -10877787.000000 Penalty: 5653.957031
	Iteration 30Q: 3 clusters Score -1.087779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -10877786.000000 Penalty: 5653.957031
	Iteration 31Q: 3 clusters Score -1.087779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -10877796.000000 Penalty: 5653.957031
	Iteration 32Q: 3 clusters Score -1.08778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -10877803.000000 Penalty: 5653.957031
	Iteration 33Q: 3 clusters Score -1.08778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 88613 members 
Entering Unmasked Estep 
Score: -10877799.000000 Penalty: 5653.957031
	Iteration 34Q: 3 clusters Score -1.08778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -10877803.000000 Penalty: 5653.957031
	Iteration 35Q: 3 clusters Score -1.08778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -10877802.000000 Penalty: 5653.957031
	Iteration 36Q: 3 clusters Score -1.08778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -10877817.000000 Penalty: 5653.957031
	Iteration 37Q: 3 clusters Score -1.087782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -10877826.000000 Penalty: 5653.957031
	Iteration 38Q: 3 clusters Score -1.087783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -10877838.000000 Penalty: 5653.957031
	Iteration 39Q: 3 clusters Score -1.087784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -10877844.000000 Penalty: 5653.957031
	Iteration 40F: 3 clusters Score -1.087784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -10877853.000000 Penalty: 5653.957031
	Iteration 41Q: 3 clusters Score -1.087785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -10877864.000000 Penalty: 5653.957031
	Iteration 42Q: 3 clusters Score -1.087786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -10877870.000000 Penalty: 5653.957031
	Iteration 43Q: 3 clusters Score -1.087787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -10877892.000000 Penalty: 5653.957031
	Iteration 44Q: 3 clusters Score -1.087789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -10877884.000000 Penalty: 5653.957031
	Iteration 45Q: 3 clusters Score -1.087788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -10877896.000000 Penalty: 5653.957031
	Iteration 46Q: 3 clusters Score -1.08779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -10877926.000000 Penalty: 5653.957031
	Iteration 47Q: 3 clusters Score -1.087793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -10877966.000000 Penalty: 5653.957031
	Iteration 48Q: 3 clusters Score -1.087797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -10878004.000000 Penalty: 5653.957031
	Iteration 49Q: 3 clusters Score -1.0878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -10878027.000000 Penalty: 5653.957031
	Iteration 50Q: 3 clusters Score -1.087803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -10878038.000000 Penalty: 5653.957031
	Iteration 51Q: 3 clusters Score -1.087804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -10878056.000000 Penalty: 5653.957031
	Iteration 52Q: 3 clusters Score -1.087806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -10878071.000000 Penalty: 5653.957031
	Iteration 53Q: 3 clusters Score -1.087807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -10878080.000000 Penalty: 5653.957031
	Iteration 54Q: 3 clusters Score -1.087808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -10878084.000000 Penalty: 5653.957031
	Iteration 55Q: 3 clusters Score -1.087808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -10878096.000000 Penalty: 5653.957031
	Iteration 56Q: 3 clusters Score -1.08781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -10878100.000000 Penalty: 5653.957031
	Iteration 57Q: 3 clusters Score -1.08781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 88649 members 
Entering Unmasked Estep 
Score: -10878102.000000 Penalty: 5653.957031
	Iteration 58Q: 3 clusters Score -1.08781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -10878112.000000 Penalty: 5653.957031
	Iteration 59Q: 3 clusters Score -1.087811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -10878114.000000 Penalty: 5653.957031
	Iteration 60F: 3 clusters Score -1.087811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -10878127.000000 Penalty: 5653.957031
	Iteration 61Q: 3 clusters Score -1.087813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -10878131.000000 Penalty: 5653.957031
	Iteration 62Q: 3 clusters Score -1.087813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -10878128.000000 Penalty: 5653.957031
	Iteration 63Q: 3 clusters Score -1.087813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -10878128.000000 Penalty: 5653.957031
	Iteration 64F: 3 clusters Score -1.087813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Entering Unmasked Estep 
Score: -13244899.000000 Penalty: 2882.186035
	Iteration 0F: 2 clusters Score -1.32449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -13170545.000000 Penalty: 5764.372070
	Iteration 0F: 3 clusters Score -1.317054e+07 nChanged 52942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -13200356.000000 Penalty: 5764.372070
	Iteration 1F: 3 clusters Score -1.320036e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -13201367.000000 Penalty: 5764.372070
	Iteration 2Q: 3 clusters Score -1.320137e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -13202482.000000 Penalty: 5764.372070
	Iteration 3Q: 3 clusters Score -1.320248e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -13204051.000000 Penalty: 5764.372070
	Iteration 4Q: 3 clusters Score -1.320405e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -13206033.000000 Penalty: 5764.372070
	Iteration 5Q: 3 clusters Score -1.320603e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -13208216.000000 Penalty: 5764.372070
	Iteration 6Q: 3 clusters Score -1.320822e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -13210511.000000 Penalty: 5764.372070
	Iteration 7Q: 3 clusters Score -1.321051e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -13212941.000000 Penalty: 5764.372070
	Iteration 8Q: 3 clusters Score -1.321294e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -13215689.000000 Penalty: 5764.372070
	Iteration 9Q: 3 clusters Score -1.321569e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -13219034.000000 Penalty: 5764.372070
	Iteration 10Q: 3 clusters Score -1.321903e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -13222359.000000 Penalty: 5764.372070
	Iteration 11Q: 3 clusters Score -1.322236e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -13225135.000000 Penalty: 5764.372070
	Iteration 12Q: 3 clusters Score -1.322514e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -13226901.000000 Penalty: 5764.372070
	Iteration 13Q: 3 clusters Score -1.32269e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -13227849.000000 Penalty: 5764.372070
	Iteration 14Q: 3 clusters Score -1.322785e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -13228291.000000 Penalty: 5764.372070
	Iteration 15Q: 3 clusters Score -1.322829e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -13228637.000000 Penalty: 5764.372070
	Iteration 16Q: 3 clusters Score -1.322864e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 70019 members 
Entering Unmasked Estep 
Score: -13228931.000000 Penalty: 5764.372070
	Iteration 17Q: 3 clusters Score -1.322893e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -13229138.000000 Penalty: 5764.372070
	Iteration 18Q: 3 clusters Score -1.322914e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -13229394.000000 Penalty: 5764.372070
	Iteration 19Q: 3 clusters Score -1.322939e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -13229748.000000 Penalty: 5764.372070
	Iteration 20F: 3 clusters Score -1.322975e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -13230003.000000 Penalty: 5764.372070
	Iteration 21Q: 3 clusters Score -1.323e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -13230226.000000 Penalty: 5764.372070
	Iteration 22Q: 3 clusters Score -1.323023e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -13230351.000000 Penalty: 5764.372070
	Iteration 23Q: 3 clusters Score -1.323035e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -13230565.000000 Penalty: 5764.372070
	Iteration 24Q: 3 clusters Score -1.323056e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -13230760.000000 Penalty: 5764.372070
	Iteration 25Q: 3 clusters Score -1.323076e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -13230969.000000 Penalty: 5764.372070
	Iteration 26Q: 3 clusters Score -1.323097e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -13231133.000000 Penalty: 5764.372070
	Iteration 27Q: 3 clusters Score -1.323113e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -13231307.000000 Penalty: 5764.372070
	Iteration 28Q: 3 clusters Score -1.323131e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -13231420.000000 Penalty: 5764.372070
	Iteration 29Q: 3 clusters Score -1.323142e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -13231501.000000 Penalty: 5764.372070
	Iteration 30Q: 3 clusters Score -1.32315e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -13231634.000000 Penalty: 5764.372070
	Iteration 31Q: 3 clusters Score -1.323163e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -13231752.000000 Penalty: 5764.372070
	Iteration 32Q: 3 clusters Score -1.323175e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -13231789.000000 Penalty: 5764.372070
	Iteration 33Q: 3 clusters Score -1.323179e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -13231886.000000 Penalty: 5764.372070
	Iteration 34Q: 3 clusters Score -1.323189e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -13231940.000000 Penalty: 5764.372070
	Iteration 35Q: 3 clusters Score -1.323194e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -13231959.000000 Penalty: 5764.372070
	Iteration 36Q: 3 clusters Score -1.323196e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -13232096.000000 Penalty: 5764.372070
	Iteration 37Q: 3 clusters Score -1.32321e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -13232173.000000 Penalty: 5764.372070
	Iteration 38Q: 3 clusters Score -1.323217e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -13232267.000000 Penalty: 5764.372070
	Iteration 39Q: 3 clusters Score -1.323227e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -13232373.000000 Penalty: 5764.372070
	Iteration 40F: 3 clusters Score -1.323237e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -13232502.000000 Penalty: 5764.372070
	Iteration 41Q: 3 clusters Score -1.32325e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -13232628.000000 Penalty: 5764.372070
	Iteration 42Q: 3 clusters Score -1.323263e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -13232767.000000 Penalty: 5764.372070
	Iteration 43Q: 3 clusters Score -1.323277e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -13233003.000000 Penalty: 5764.372070
	Iteration 44Q: 3 clusters Score -1.3233e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -13233201.000000 Penalty: 5764.372070
	Iteration 45Q: 3 clusters Score -1.32332e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -13233340.000000 Penalty: 5764.372070
	Iteration 46Q: 3 clusters Score -1.323334e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -13233551.000000 Penalty: 5764.372070
	Iteration 47Q: 3 clusters Score -1.323355e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -13233810.000000 Penalty: 5764.372070
	Iteration 48Q: 3 clusters Score -1.323381e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -13234008.000000 Penalty: 5764.372070
	Iteration 49Q: 3 clusters Score -1.323401e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -13234260.000000 Penalty: 5764.372070
	Iteration 50Q: 3 clusters Score -1.323426e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -13234437.000000 Penalty: 5764.372070
	Iteration 51Q: 3 clusters Score -1.323444e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -13234675.000000 Penalty: 5764.372070
	Iteration 52Q: 3 clusters Score -1.323468e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -13234985.000000 Penalty: 5764.372070
	Iteration 53Q: 3 clusters Score -1.323498e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -13235275.000000 Penalty: 5764.372070
	Iteration 54Q: 3 clusters Score -1.323528e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -13235568.000000 Penalty: 5764.372070
	Iteration 55Q: 3 clusters Score -1.323557e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -13235932.000000 Penalty: 5764.372070
	Iteration 56Q: 3 clusters Score -1.323593e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -13236275.000000 Penalty: 5764.372070
	Iteration 57Q: 3 clusters Score -1.323628e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -13236661.000000 Penalty: 5764.372070
	Iteration 58Q: 3 clusters Score -1.323666e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -13237098.000000 Penalty: 5764.372070
	Iteration 59Q: 3 clusters Score -1.32371e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -13237652.000000 Penalty: 5764.372070
	Iteration 60F: 3 clusters Score -1.323765e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -13238270.000000 Penalty: 5764.372070
	Iteration 61Q: 3 clusters Score -1.323827e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -13238900.000000 Penalty: 5764.372070
	Iteration 62Q: 3 clusters Score -1.32389e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -13239383.000000 Penalty: 5764.372070
	Iteration 63Q: 3 clusters Score -1.323938e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -13239905.000000 Penalty: 5764.372070
	Iteration 64Q: 3 clusters Score -1.32399e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -13240402.000000 Penalty: 5764.372070
	Iteration 65Q: 3 clusters Score -1.32404e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 107338 members 
Entering Unmasked Estep 
Score: -13240824.000000 Penalty: 5764.372070
	Iteration 66Q: 3 clusters Score -1.324082e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
Score: -13241205.000000 Penalty: 5764.372070
	Iteration 67Q: 3 clusters Score -1.32412e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -13241448.000000 Penalty: 5764.372070
	Iteration 68Q: 3 clusters Score -1.324145e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -13241683.000000 Penalty: 5764.372070
	Iteration 69Q: 3 clusters Score -1.324168e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -13241802.000000 Penalty: 5764.372070
	Iteration 70Q: 3 clusters Score -1.32418e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -13241918.000000 Penalty: 5764.372070
	Iteration 71Q: 3 clusters Score -1.324192e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -13242046.000000 Penalty: 5764.372070
	Iteration 72Q: 3 clusters Score -1.324205e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -13242127.000000 Penalty: 5764.372070
	Iteration 73Q: 3 clusters Score -1.324213e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -13242205.000000 Penalty: 5764.372070
	Iteration 74Q: 3 clusters Score -1.32422e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -13242253.000000 Penalty: 5764.372070
	Iteration 75Q: 3 clusters Score -1.324225e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -13242276.000000 Penalty: 5764.372070
	Iteration 76Q: 3 clusters Score -1.324228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -13242292.000000 Penalty: 5764.372070
	Iteration 77Q: 3 clusters Score -1.324229e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -13242305.000000 Penalty: 5764.372070
	Iteration 78Q: 3 clusters Score -1.32423e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 110447 members 
Entering Unmasked Estep 
Score: -13242317.000000 Penalty: 5764.372070
	Iteration 79Q: 3 clusters Score -1.324232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -13242350.000000 Penalty: 5764.372070
	Iteration 80F: 3 clusters Score -1.324235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -13242357.000000 Penalty: 5764.372070
	Iteration 81Q: 3 clusters Score -1.324236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 110538 members 
Entering Unmasked Estep 
Score: -13242369.000000 Penalty: 5764.372070
	Iteration 82Q: 3 clusters Score -1.324237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -13242383.000000 Penalty: 5764.372070
	Iteration 83Q: 3 clusters Score -1.324238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -13242399.000000 Penalty: 5764.372070
	Iteration 84Q: 3 clusters Score -1.32424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 110596 members 
Entering Unmasked Estep 
Score: -13242405.000000 Penalty: 5764.372070
	Iteration 85Q: 3 clusters Score -1.32424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 110611 members 
Entering Unmasked Estep 
Score: -13242402.000000 Penalty: 5764.372070
	Iteration 86Q: 3 clusters Score -1.32424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 110620 members 
Entering Unmasked Estep 
Score: -13242408.000000 Penalty: 5764.372070
	Iteration 87Q: 3 clusters Score -1.324241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -13242407.000000 Penalty: 5764.372070
	Iteration 88Q: 3 clusters Score -1.324241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -13242409.000000 Penalty: 5764.372070
	Iteration 89Q: 3 clusters Score -1.324241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -13242415.000000 Penalty: 5764.372070
	Iteration 90Q: 3 clusters Score -1.324242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -13242415.000000 Penalty: 5764.372070
	Iteration 91Q: 3 clusters Score -1.324242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -13242414.000000 Penalty: 5764.372070
	Iteration 92Q: 3 clusters Score -1.324241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -13242420.000000 Penalty: 5764.372070
	Iteration 93Q: 3 clusters Score -1.324242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -13242422.000000 Penalty: 5764.372070
	Iteration 94Q: 3 clusters Score -1.324242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -13242429.000000 Penalty: 5764.372070
	Iteration 95Q: 3 clusters Score -1.324243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -13242429.000000 Penalty: 5764.372070
	Iteration 96F: 3 clusters Score -1.324243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Entering Unmasked Estep 
Score: -4107181.500000 Penalty: 2587.339600
	Iteration 0F: 2 clusters Score -4107182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4084039.000000 Penalty: 5174.679199
	Iteration 0F: 3 clusters Score -4084039 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4092351.500000 Penalty: 5174.679199
	Iteration 1F: 3 clusters Score -4092352 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4092860.750000 Penalty: 5174.679199
	Iteration 2Q: 3 clusters Score -4092861 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4093345.750000 Penalty: 5174.679199
	Iteration 3Q: 3 clusters Score -4093346 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4093862.750000 Penalty: 5174.679199
	Iteration 4Q: 3 clusters Score -4093863 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4094488.750000 Penalty: 5174.679199
	Iteration 5Q: 3 clusters Score -4094489 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4095324.250000 Penalty: 5174.679199
	Iteration 6Q: 3 clusters Score -4095324 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4096371.500000 Penalty: 5174.679199
	Iteration 7F: 3 clusters Score -4096372 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4097805.750000 Penalty: 5174.679199
	Iteration 8F: 3 clusters Score -4097806 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4099474.000000 Penalty: 5174.679199
	Iteration 9F: 3 clusters Score -4099474 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4101159.500000 Penalty: 5174.679199
	Iteration 10F: 3 clusters Score -4101160 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4102423.500000 Penalty: 5174.679199
	Iteration 11Q: 3 clusters Score -4102424 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4103274.750000 Penalty: 5174.679199
	Iteration 12Q: 3 clusters Score -4103275 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4103738.500000 Penalty: 5174.679199
	Iteration 13Q: 3 clusters Score -4103738 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4103991.250000 Penalty: 5174.679199
	Iteration 14Q: 3 clusters Score -4103991 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4104185.500000 Penalty: 5174.679199
	Iteration 15Q: 3 clusters Score -4104186 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4104331.500000 Penalty: 5174.679199
	Iteration 16Q: 3 clusters Score -4104332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4104455.250000 Penalty: 5174.679199
	Iteration 17Q: 3 clusters Score -4104455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4104551.250000 Penalty: 5174.679199
	Iteration 18Q: 3 clusters Score -4104551 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4104612.000000 Penalty: 5174.679199
	Iteration 19Q: 3 clusters Score -4104612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4104682.000000 Penalty: 5174.679199
	Iteration 20F: 3 clusters Score -4104682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4104740.500000 Penalty: 5174.679199
	Iteration 21Q: 3 clusters Score -4104740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4104800.500000 Penalty: 5174.679199
	Iteration 22Q: 3 clusters Score -4104800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4104845.500000 Penalty: 5174.679199
	Iteration 23Q: 3 clusters Score -4104846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4104877.000000 Penalty: 5174.679199
	Iteration 24Q: 3 clusters Score -4104877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4104912.250000 Penalty: 5174.679199
	Iteration 25Q: 3 clusters Score -4104912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4104925.250000 Penalty: 5174.679199
	Iteration 26Q: 3 clusters Score -4104925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4104951.750000 Penalty: 5174.679199
	Iteration 27Q: 3 clusters Score -4104952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4104961.750000 Penalty: 5174.679199
	Iteration 28Q: 3 clusters Score -4104962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4104971.000000 Penalty: 5174.679199
	Iteration 29Q: 3 clusters Score -4104971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4104986.500000 Penalty: 5174.679199
	Iteration 30Q: 3 clusters Score -4104986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4104991.750000 Penalty: 5174.679199
	Iteration 31Q: 3 clusters Score -4104992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4104997.500000 Penalty: 5174.679199
	Iteration 32Q: 3 clusters Score -4104998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4105007.250000 Penalty: 5174.679199
	Iteration 33Q: 3 clusters Score -4105007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4105006.250000 Penalty: 5174.679199
	Iteration 34Q: 3 clusters Score -4105006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4105011.750000 Penalty: 5174.679199
	Iteration 35Q: 3 clusters Score -4105012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4105013.250000 Penalty: 5174.679199
	Iteration 36Q: 3 clusters Score -4105013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4105016.750000 Penalty: 5174.679199
	Iteration 37Q: 3 clusters Score -4105017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4105020.000000 Penalty: 5174.679199
	Iteration 38Q: 3 clusters Score -4105020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4105019.000000 Penalty: 5174.679199
	Iteration 39Q: 3 clusters Score -4105019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -4105027.250000 Penalty: 5174.679199
	Iteration 40F: 3 clusters Score -4105027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4105023.000000 Penalty: 5174.679199
	Iteration 41Q: 3 clusters Score -4105023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4105027.500000 Penalty: 5174.679199
	Iteration 42Q: 3 clusters Score -4105028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4105027.500000 Penalty: 5174.679199
	Iteration 43Q: 3 clusters Score -4105028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4105031.000000 Penalty: 5174.679199
	Iteration 44Q: 3 clusters Score -4105031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4105028.000000 Penalty: 5174.679199
	Iteration 45Q: 3 clusters Score -4105028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4105037.500000 Penalty: 5174.679199
	Iteration 46Q: 3 clusters Score -4105038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4105043.250000 Penalty: 5174.679199
	Iteration 47Q: 3 clusters Score -4105043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4105039.000000 Penalty: 5174.679199
	Iteration 48Q: 3 clusters Score -4105039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4105040.250000 Penalty: 5174.679199
	Iteration 49Q: 3 clusters Score -4105040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4105048.500000 Penalty: 5174.679199
	Iteration 50Q: 3 clusters Score -4105048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4105059.000000 Penalty: 5174.679199
	Iteration 51Q: 3 clusters Score -4105059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4105060.250000 Penalty: 5174.679199
	Iteration 52Q: 3 clusters Score -4105060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4105061.000000 Penalty: 5174.679199
	Iteration 53Q: 3 clusters Score -4105061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4105061.000000 Penalty: 5174.679199
	Iteration 54F: 3 clusters Score -4105061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Entering Unmasked Estep 
Score: -4458846.000000 Penalty: 2612.415771
	Iteration 0F: 2 clusters Score -4458846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4433283.500000 Penalty: 5224.831543
	Iteration 0F: 3 clusters Score -4433284 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4442795.500000 Penalty: 5224.831543
	Iteration 1F: 3 clusters Score -4442796 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4443546.500000 Penalty: 5224.831543
	Iteration 2F: 3 clusters Score -4443546 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4444459.000000 Penalty: 5224.831543
	Iteration 3F: 3 clusters Score -4444459 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4445693.000000 Penalty: 5224.831543
	Iteration 4F: 3 clusters Score -4445693 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4447322.500000 Penalty: 5224.831543
	Iteration 5F: 3 clusters Score -4447322 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4449327.000000 Penalty: 5224.831543
	Iteration 6F: 3 clusters Score -4449327 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4451274.500000 Penalty: 5224.831543
	Iteration 7F: 3 clusters Score -4451274 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -4452900.000000 Penalty: 5224.831543
	Iteration 8F: 3 clusters Score -4452900 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4454023.000000 Penalty: 5224.831543
	Iteration 9Q: 3 clusters Score -4454023 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4454621.500000 Penalty: 5224.831543
	Iteration 10Q: 3 clusters Score -4454622 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4454891.000000 Penalty: 5224.831543
	Iteration 11Q: 3 clusters Score -4454891 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4455102.500000 Penalty: 5224.831543
	Iteration 12Q: 3 clusters Score -4455102 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4455227.000000 Penalty: 5224.831543
	Iteration 13Q: 3 clusters Score -4455227 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -4455350.000000 Penalty: 5224.831543
	Iteration 14Q: 3 clusters Score -4455350 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -4455448.000000 Penalty: 5224.831543
	Iteration 15Q: 3 clusters Score -4455448 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4455551.000000 Penalty: 5224.831543
	Iteration 16Q: 3 clusters Score -4455551 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4455649.500000 Penalty: 5224.831543
	Iteration 17Q: 3 clusters Score -4455650 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4455705.500000 Penalty: 5224.831543
	Iteration 18Q: 3 clusters Score -4455706 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4455778.000000 Penalty: 5224.831543
	Iteration 19Q: 3 clusters Score -4455778 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4455830.000000 Penalty: 5224.831543
	Iteration 20F: 3 clusters Score -4455830 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4455872.500000 Penalty: 5224.831543
	Iteration 21Q: 3 clusters Score -4455872 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -4455935.500000 Penalty: 5224.831543
	Iteration 22Q: 3 clusters Score -4455936 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -4455999.000000 Penalty: 5224.831543
	Iteration 23Q: 3 clusters Score -4455999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4456041.500000 Penalty: 5224.831543
	Iteration 24Q: 3 clusters Score -4456042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4456086.000000 Penalty: 5224.831543
	Iteration 25Q: 3 clusters Score -4456086 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4456126.500000 Penalty: 5224.831543
	Iteration 26Q: 3 clusters Score -4456126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4456152.500000 Penalty: 5224.831543
	Iteration 27Q: 3 clusters Score -4456152 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4456177.500000 Penalty: 5224.831543
	Iteration 28Q: 3 clusters Score -4456178 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4456208.000000 Penalty: 5224.831543
	Iteration 29Q: 3 clusters Score -4456208 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4456242.000000 Penalty: 5224.831543
	Iteration 30Q: 3 clusters Score -4456242 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4456290.500000 Penalty: 5224.831543
	Iteration 31Q: 3 clusters Score -4456290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4456320.500000 Penalty: 5224.831543
	Iteration 32Q: 3 clusters Score -4456320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4456350.000000 Penalty: 5224.831543
	Iteration 33Q: 3 clusters Score -4456350 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4456362.500000 Penalty: 5224.831543
	Iteration 34Q: 3 clusters Score -4456362 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4456398.500000 Penalty: 5224.831543
	Iteration 35Q: 3 clusters Score -4456398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4456410.000000 Penalty: 5224.831543
	Iteration 36Q: 3 clusters Score -4456410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4456444.000000 Penalty: 5224.831543
	Iteration 37Q: 3 clusters Score -4456444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -4456456.500000 Penalty: 5224.831543
	Iteration 38Q: 3 clusters Score -4456456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4456491.000000 Penalty: 5224.831543
	Iteration 39Q: 3 clusters Score -4456491 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4456491.000000 Penalty: 5224.831543
	Iteration 40F: 3 clusters Score -4456491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4456510.500000 Penalty: 5224.831543
	Iteration 41Q: 3 clusters Score -4456510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -4456534.000000 Penalty: 5224.831543
	Iteration 42Q: 3 clusters Score -4456534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4456550.000000 Penalty: 5224.831543
	Iteration 43Q: 3 clusters Score -4456550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4456568.500000 Penalty: 5224.831543
	Iteration 44Q: 3 clusters Score -4456568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4456586.500000 Penalty: 5224.831543
	Iteration 45Q: 3 clusters Score -4456586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4456597.500000 Penalty: 5224.831543
	Iteration 46Q: 3 clusters Score -4456598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4456605.500000 Penalty: 5224.831543
	Iteration 47Q: 3 clusters Score -4456606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4456621.500000 Penalty: 5224.831543
	Iteration 48Q: 3 clusters Score -4456622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4456629.000000 Penalty: 5224.831543
	Iteration 49Q: 3 clusters Score -4456629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4456651.500000 Penalty: 5224.831543
	Iteration 50Q: 3 clusters Score -4456652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4456657.000000 Penalty: 5224.831543
	Iteration 51Q: 3 clusters Score -4456657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4456676.000000 Penalty: 5224.831543
	Iteration 52Q: 3 clusters Score -4456676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4456682.500000 Penalty: 5224.831543
	Iteration 53Q: 3 clusters Score -4456682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4456687.000000 Penalty: 5224.831543
	Iteration 54Q: 3 clusters Score -4456687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4456709.000000 Penalty: 5224.831543
	Iteration 55Q: 3 clusters Score -4456709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4456715.500000 Penalty: 5224.831543
	Iteration 56Q: 3 clusters Score -4456716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4456718.500000 Penalty: 5224.831543
	Iteration 57Q: 3 clusters Score -4456718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4456725.000000 Penalty: 5224.831543
	Iteration 58Q: 3 clusters Score -4456725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4456738.000000 Penalty: 5224.831543
	Iteration 59Q: 3 clusters Score -4456738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4456738.500000 Penalty: 5224.831543
	Iteration 60F: 3 clusters Score -4456738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4456756.500000 Penalty: 5224.831543
	Iteration 61Q: 3 clusters Score -4456756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4456755.500000 Penalty: 5224.831543
	Iteration 62Q: 3 clusters Score -4456756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4456749.500000 Penalty: 5224.831543
	Iteration 63Q: 3 clusters Score -4456750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4456757.000000 Penalty: 5224.831543
	Iteration 64Q: 3 clusters Score -4456757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4456763.000000 Penalty: 5224.831543
	Iteration 65Q: 3 clusters Score -4456763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4456768.000000 Penalty: 5224.831543
	Iteration 66Q: 3 clusters Score -4456768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4456771.000000 Penalty: 5224.831543
	Iteration 67Q: 3 clusters Score -4456771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4456774.000000 Penalty: 5224.831543
	Iteration 68Q: 3 clusters Score -4456774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4456783.500000 Penalty: 5224.831543
	Iteration 69Q: 3 clusters Score -4456784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4456785.000000 Penalty: 5224.831543
	Iteration 70Q: 3 clusters Score -4456785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4456794.000000 Penalty: 5224.831543
	Iteration 71Q: 3 clusters Score -4456794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4456799.500000 Penalty: 5224.831543
	Iteration 72Q: 3 clusters Score -4456800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4456799.000000 Penalty: 5224.831543
	Iteration 73Q: 3 clusters Score -4456799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4456800.500000 Penalty: 5224.831543
	Iteration 74Q: 3 clusters Score -4456800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4456811.500000 Penalty: 5224.831543
	Iteration 75Q: 3 clusters Score -4456812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4456804.500000 Penalty: 5224.831543
	Iteration 76Q: 3 clusters Score -4456804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4456806.500000 Penalty: 5224.831543
	Iteration 77Q: 3 clusters Score -4456806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4456813.500000 Penalty: 5224.831543
	Iteration 78Q: 3 clusters Score -4456814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4456808.500000 Penalty: 5224.831543
	Iteration 79Q: 3 clusters Score -4456808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4456816.000000 Penalty: 5224.831543
	Iteration 80F: 3 clusters Score -4456816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4456819.000000 Penalty: 5224.831543
	Iteration 81Q: 3 clusters Score -4456819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4456819.500000 Penalty: 5224.831543
	Iteration 82Q: 3 clusters Score -4456820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4456821.500000 Penalty: 5224.831543
	Iteration 83Q: 3 clusters Score -4456822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4456822.000000 Penalty: 5224.831543
	Iteration 84Q: 3 clusters Score -4456822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4456822.500000 Penalty: 5224.831543
	Iteration 85Q: 3 clusters Score -4456822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -4456822.500000 Penalty: 5224.831543
	Iteration 86Q: 3 clusters Score -4456822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4456817.500000 Penalty: 5224.831543
	Iteration 87Q: 3 clusters Score -4456818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4456826.000000 Penalty: 5224.831543
	Iteration 88Q: 3 clusters Score -4456826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4456823.500000 Penalty: 5224.831543
	Iteration 89Q: 3 clusters Score -4456824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4456823.500000 Penalty: 5224.831543
	Iteration 90Q: 3 clusters Score -4456824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4456826.000000 Penalty: 5224.831543
	Iteration 91Q: 3 clusters Score -4456826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -4456828.500000 Penalty: 5224.831543
	Iteration 92Q: 3 clusters Score -4456828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4456825.500000 Penalty: 5224.831543
	Iteration 93Q: 3 clusters Score -4456826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4456825.500000 Penalty: 5224.831543
	Iteration 94F: 3 clusters Score -4456826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1551109.000000 Penalty: 2365.438965
	Iteration 0F: 2 clusters Score -1551109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1541018.000000 Penalty: 4730.877930
	Iteration 0F: 3 clusters Score -1541018 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1544354.125000 Penalty: 4730.877930
	Iteration 1F: 3 clusters Score -1544354 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1544954.125000 Penalty: 4730.877930
	Iteration 2F: 3 clusters Score -1544954 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1545501.375000 Penalty: 4730.877930
	Iteration 3F: 3 clusters Score -1545501 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1545968.250000 Penalty: 4730.877930
	Iteration 4F: 3 clusters Score -1545968 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1546412.875000 Penalty: 4730.877930
	Iteration 5F: 3 clusters Score -1546413 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1546808.375000 Penalty: 4730.877930
	Iteration 6Q: 3 clusters Score -1546808 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1547109.750000 Penalty: 4730.877930
	Iteration 7Q: 3 clusters Score -1547110 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1547346.500000 Penalty: 4730.877930
	Iteration 8Q: 3 clusters Score -1547346 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1547537.375000 Penalty: 4730.877930
	Iteration 9Q: 3 clusters Score -1547537 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1547717.625000 Penalty: 4730.877930
	Iteration 10Q: 3 clusters Score -1547718 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1547897.125000 Penalty: 4730.877930
	Iteration 11Q: 3 clusters Score -1547897 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1548053.500000 Penalty: 4730.877930
	Iteration 12Q: 3 clusters Score -1548054 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1548212.000000 Penalty: 4730.877930
	Iteration 13Q: 3 clusters Score -1548212 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1548332.875000 Penalty: 4730.877930
	Iteration 14Q: 3 clusters Score -1548333 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1548435.125000 Penalty: 4730.877930
	Iteration 15Q: 3 clusters Score -1548435 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1548498.625000 Penalty: 4730.877930
	Iteration 16Q: 3 clusters Score -1548499 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1548549.375000 Penalty: 4730.877930
	Iteration 17Q: 3 clusters Score -1548549 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1548600.750000 Penalty: 4730.877930
	Iteration 18Q: 3 clusters Score -1548601 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1548655.125000 Penalty: 4730.877930
	Iteration 19Q: 3 clusters Score -1548655 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1548717.500000 Penalty: 4730.877930
	Iteration 20F: 3 clusters Score -1548718 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1548802.000000 Penalty: 4730.877930
	Iteration 21Q: 3 clusters Score -1548802 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1548969.125000 Penalty: 4730.877930
	Iteration 22Q: 3 clusters Score -1548969 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1549178.750000 Penalty: 4730.877930
	Iteration 23Q: 3 clusters Score -1549179 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1549344.625000 Penalty: 4730.877930
	Iteration 24Q: 3 clusters Score -1549345 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1549423.625000 Penalty: 4730.877930
	Iteration 25Q: 3 clusters Score -1549424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1549472.000000 Penalty: 4730.877930
	Iteration 26Q: 3 clusters Score -1549472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1549502.375000 Penalty: 4730.877930
	Iteration 27Q: 3 clusters Score -1549502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1549529.625000 Penalty: 4730.877930
	Iteration 28Q: 3 clusters Score -1549530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1549537.625000 Penalty: 4730.877930
	Iteration 29Q: 3 clusters Score -1549538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1549550.875000 Penalty: 4730.877930
	Iteration 30Q: 3 clusters Score -1549551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1549564.250000 Penalty: 4730.877930
	Iteration 31Q: 3 clusters Score -1549564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1549575.750000 Penalty: 4730.877930
	Iteration 32Q: 3 clusters Score -1549576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1549583.750000 Penalty: 4730.877930
	Iteration 33Q: 3 clusters Score -1549584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1549594.375000 Penalty: 4730.877930
	Iteration 34Q: 3 clusters Score -1549594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1549599.500000 Penalty: 4730.877930
	Iteration 35Q: 3 clusters Score -1549600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1549605.250000 Penalty: 4730.877930
	Iteration 36Q: 3 clusters Score -1549605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1549610.500000 Penalty: 4730.877930
	Iteration 37Q: 3 clusters Score -1549610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1549614.375000 Penalty: 4730.877930
	Iteration 38Q: 3 clusters Score -1549614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1549617.375000 Penalty: 4730.877930
	Iteration 39Q: 3 clusters Score -1549617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1549613.750000 Penalty: 4730.877930
	Iteration 40F: 3 clusters Score -1549614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1549615.500000 Penalty: 4730.877930
	Iteration 41Q: 3 clusters Score -1549616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1549616.625000 Penalty: 4730.877930
	Iteration 42Q: 3 clusters Score -1549617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1549623.500000 Penalty: 4730.877930
	Iteration 43Q: 3 clusters Score -1549624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1549624.250000 Penalty: 4730.877930
	Iteration 44Q: 3 clusters Score -1549624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1549623.000000 Penalty: 4730.877930
	Iteration 45Q: 3 clusters Score -1549623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1549621.500000 Penalty: 4730.877930
	Iteration 46Q: 3 clusters Score -1549622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1549622.625000 Penalty: 4730.877930
	Iteration 47Q: 3 clusters Score -1549623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1549620.625000 Penalty: 4730.877930
	Iteration 48Q: 3 clusters Score -1549621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1549623.625000 Penalty: 4730.877930
	Iteration 49Q: 3 clusters Score -1549624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1549621.875000 Penalty: 4730.877930
	Iteration 50Q: 3 clusters Score -1549622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1549624.625000 Penalty: 4730.877930
	Iteration 51Q: 3 clusters Score -1549625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1549626.875000 Penalty: 4730.877930
	Iteration 52Q: 3 clusters Score -1549627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1549626.875000 Penalty: 4730.877930
	Iteration 53Q: 3 clusters Score -1549627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1549628.250000 Penalty: 4730.877930
	Iteration 54Q: 3 clusters Score -1549628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1549629.875000 Penalty: 4730.877930
	Iteration 55Q: 3 clusters Score -1549630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1549629.000000 Penalty: 4730.877930
	Iteration 56Q: 3 clusters Score -1549629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1549629.000000 Penalty: 4730.877930
	Iteration 57F: 3 clusters Score -1549629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Entering Unmasked Estep 
Score: -970216.687500 Penalty: 2245.343262
	Iteration 0F: 2 clusters Score -970216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -963459.375000 Penalty: 4490.686523
	Iteration 0F: 3 clusters Score -963459.4 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -965295.437500 Penalty: 4490.686523
	Iteration 1F: 3 clusters Score -965295.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -965635.500000 Penalty: 4490.686523
	Iteration 2F: 3 clusters Score -965635.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -965906.062500 Penalty: 4490.686523
	Iteration 3F: 3 clusters Score -965906.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -966164.687500 Penalty: 4490.686523
	Iteration 4F: 3 clusters Score -966164.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -966452.750000 Penalty: 4490.686523
	Iteration 5F: 3 clusters Score -966452.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -966778.625000 Penalty: 4490.686523
	Iteration 6F: 3 clusters Score -966778.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -967112.562500 Penalty: 4490.686523
	Iteration 7F: 3 clusters Score -967112.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -967459.250000 Penalty: 4490.686523
	Iteration 8Q: 3 clusters Score -967459.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -967802.375000 Penalty: 4490.686523
	Iteration 9Q: 3 clusters Score -967802.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -968149.500000 Penalty: 4490.686523
	Iteration 10Q: 3 clusters Score -968149.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -968535.687500 Penalty: 4490.686523
	Iteration 11Q: 3 clusters Score -968535.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -968838.375000 Penalty: 4490.686523
	Iteration 12Q: 3 clusters Score -968838.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -969021.312500 Penalty: 4490.686523
	Iteration 13Q: 3 clusters Score -969021.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -969112.500000 Penalty: 4490.686523
	Iteration 14Q: 3 clusters Score -969112.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -969158.750000 Penalty: 4490.686523
	Iteration 15Q: 3 clusters Score -969158.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -969175.687500 Penalty: 4490.686523
	Iteration 16Q: 3 clusters Score -969175.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -969185.250000 Penalty: 4490.686523
	Iteration 17Q: 3 clusters Score -969185.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -969190.437500 Penalty: 4490.686523
	Iteration 18Q: 3 clusters Score -969190.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -969196.437500 Penalty: 4490.686523
	Iteration 19Q: 3 clusters Score -969196.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -969200.375000 Penalty: 4490.686523
	Iteration 20F: 3 clusters Score -969200.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -969204.875000 Penalty: 4490.686523
	Iteration 21Q: 3 clusters Score -969204.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -969209.312500 Penalty: 4490.686523
	Iteration 22Q: 3 clusters Score -969209.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -969214.187500 Penalty: 4490.686523
	Iteration 23Q: 3 clusters Score -969214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -969214.562500 Penalty: 4490.686523
	Iteration 24Q: 3 clusters Score -969214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -969220.062500 Penalty: 4490.686523
	Iteration 25Q: 3 clusters Score -969220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -969220.500000 Penalty: 4490.686523
	Iteration 26Q: 3 clusters Score -969220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -969222.000000 Penalty: 4490.686523
	Iteration 27Q: 3 clusters Score -969222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -969221.000000 Penalty: 4490.686523
	Iteration 28Q: 3 clusters Score -969221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -969223.312500 Penalty: 4490.686523
	Iteration 29Q: 3 clusters Score -969223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -969222.812500 Penalty: 4490.686523
	Iteration 30Q: 3 clusters Score -969222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -969224.562500 Penalty: 4490.686523
	Iteration 31Q: 3 clusters Score -969224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -969222.562500 Penalty: 4490.686523
	Iteration 32Q: 3 clusters Score -969222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -969222.562500 Penalty: 4490.686523
	Iteration 33F: 3 clusters Score -969222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Entering Unmasked Estep 
Score: -1629673.000000 Penalty: 2372.676758
	Iteration 0F: 2 clusters Score -1629673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1619278.250000 Penalty: 4745.353516
	Iteration 0F: 3 clusters Score -1619278 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1622658.750000 Penalty: 4745.353516
	Iteration 1F: 3 clusters Score -1622659 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1623169.375000 Penalty: 4745.353516
	Iteration 2F: 3 clusters Score -1623169 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1623654.000000 Penalty: 4745.353516
	Iteration 3F: 3 clusters Score -1623654 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1624122.750000 Penalty: 4745.353516
	Iteration 4F: 3 clusters Score -1624123 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1624610.250000 Penalty: 4745.353516
	Iteration 5F: 3 clusters Score -1624610 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1625059.125000 Penalty: 4745.353516
	Iteration 6F: 3 clusters Score -1625059 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1625528.375000 Penalty: 4745.353516
	Iteration 7F: 3 clusters Score -1625528 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1625968.750000 Penalty: 4745.353516
	Iteration 8F: 3 clusters Score -1625969 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1626365.125000 Penalty: 4745.353516
	Iteration 9Q: 3 clusters Score -1626365 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1626684.750000 Penalty: 4745.353516
	Iteration 10Q: 3 clusters Score -1626685 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1626933.000000 Penalty: 4745.353516
	Iteration 11Q: 3 clusters Score -1626933 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1627148.000000 Penalty: 4745.353516
	Iteration 12Q: 3 clusters Score -1627148 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1627323.875000 Penalty: 4745.353516
	Iteration 13Q: 3 clusters Score -1627324 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1627481.500000 Penalty: 4745.353516
	Iteration 14Q: 3 clusters Score -1627482 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1627626.125000 Penalty: 4745.353516
	Iteration 15Q: 3 clusters Score -1627626 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1627757.000000 Penalty: 4745.353516
	Iteration 16Q: 3 clusters Score -1627757 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1627872.125000 Penalty: 4745.353516
	Iteration 17Q: 3 clusters Score -1627872 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1627964.250000 Penalty: 4745.353516
	Iteration 18Q: 3 clusters Score -1627964 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1628050.875000 Penalty: 4745.353516
	Iteration 19Q: 3 clusters Score -1628051 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1628116.875000 Penalty: 4745.353516
	Iteration 20F: 3 clusters Score -1628117 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1628153.750000 Penalty: 4745.353516
	Iteration 21Q: 3 clusters Score -1628154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1628192.125000 Penalty: 4745.353516
	Iteration 22Q: 3 clusters Score -1628192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1628223.375000 Penalty: 4745.353516
	Iteration 23Q: 3 clusters Score -1628223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1628245.750000 Penalty: 4745.353516
	Iteration 24Q: 3 clusters Score -1628246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1628259.000000 Penalty: 4745.353516
	Iteration 25Q: 3 clusters Score -1628259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1628268.500000 Penalty: 4745.353516
	Iteration 26Q: 3 clusters Score -1628268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1628273.500000 Penalty: 4745.353516
	Iteration 27Q: 3 clusters Score -1628274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1628277.875000 Penalty: 4745.353516
	Iteration 28Q: 3 clusters Score -1628278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1628285.250000 Penalty: 4745.353516
	Iteration 29Q: 3 clusters Score -1628285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1628289.750000 Penalty: 4745.353516
	Iteration 30Q: 3 clusters Score -1628290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1628294.625000 Penalty: 4745.353516
	Iteration 31Q: 3 clusters Score -1628295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1628296.625000 Penalty: 4745.353516
	Iteration 32Q: 3 clusters Score -1628297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1628302.875000 Penalty: 4745.353516
	Iteration 33Q: 3 clusters Score -1628303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1628304.625000 Penalty: 4745.353516
	Iteration 34Q: 3 clusters Score -1628305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1628308.625000 Penalty: 4745.353516
	Iteration 35Q: 3 clusters Score -1628309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1628313.750000 Penalty: 4745.353516
	Iteration 36Q: 3 clusters Score -1628314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1628316.125000 Penalty: 4745.353516
	Iteration 37Q: 3 clusters Score -1628316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1628319.125000 Penalty: 4745.353516
	Iteration 38Q: 3 clusters Score -1628319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1628319.375000 Penalty: 4745.353516
	Iteration 39Q: 3 clusters Score -1628319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1628326.250000 Penalty: 4745.353516
	Iteration 40F: 3 clusters Score -1628326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1628327.750000 Penalty: 4745.353516
	Iteration 41Q: 3 clusters Score -1628328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1628330.500000 Penalty: 4745.353516
	Iteration 42Q: 3 clusters Score -1628330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1628332.250000 Penalty: 4745.353516
	Iteration 43Q: 3 clusters Score -1628332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1628346.000000 Penalty: 4745.353516
	Iteration 44Q: 3 clusters Score -1628346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1628351.750000 Penalty: 4745.353516
	Iteration 45Q: 3 clusters Score -1628352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1628360.000000 Penalty: 4745.353516
	Iteration 46Q: 3 clusters Score -1628360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1628367.000000 Penalty: 4745.353516
	Iteration 47Q: 3 clusters Score -1628367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1628374.375000 Penalty: 4745.353516
	Iteration 48Q: 3 clusters Score -1628374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1628377.250000 Penalty: 4745.353516
	Iteration 49Q: 3 clusters Score -1628377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1628380.000000 Penalty: 4745.353516
	Iteration 50Q: 3 clusters Score -1628380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1628394.000000 Penalty: 4745.353516
	Iteration 51Q: 3 clusters Score -1628394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1628394.125000 Penalty: 4745.353516
	Iteration 52Q: 3 clusters Score -1628394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1628403.625000 Penalty: 4745.353516
	Iteration 53Q: 3 clusters Score -1628404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1628416.500000 Penalty: 4745.353516
	Iteration 54Q: 3 clusters Score -1628416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1628419.250000 Penalty: 4745.353516
	Iteration 55Q: 3 clusters Score -1628419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1628424.500000 Penalty: 4745.353516
	Iteration 56Q: 3 clusters Score -1628424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1628427.125000 Penalty: 4745.353516
	Iteration 57Q: 3 clusters Score -1628427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1628428.625000 Penalty: 4745.353516
	Iteration 58Q: 3 clusters Score -1628429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1628430.625000 Penalty: 4745.353516
	Iteration 59Q: 3 clusters Score -1628431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1628433.125000 Penalty: 4745.353516
	Iteration 60F: 3 clusters Score -1628433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1628433.875000 Penalty: 4745.353516
	Iteration 61Q: 3 clusters Score -1628434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1628433.375000 Penalty: 4745.353516
	Iteration 62Q: 3 clusters Score -1628433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1628436.125000 Penalty: 4745.353516
	Iteration 63Q: 3 clusters Score -1628436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1628436.125000 Penalty: 4745.353516
	Iteration 64F: 3 clusters Score -1628436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Entering Unmasked Estep 
Score: -1988051.375000 Penalty: 2428.553955
	Iteration 0F: 2 clusters Score -1988051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1975345.750000 Penalty: 4857.107910
	Iteration 0F: 3 clusters Score -1975346 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1979820.875000 Penalty: 4857.107910
	Iteration 1F: 3 clusters Score -1979821 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1980880.125000 Penalty: 4857.107910
	Iteration 2F: 3 clusters Score -1980880 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1981904.250000 Penalty: 4857.107910
	Iteration 3F: 3 clusters Score -1981904 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1982810.875000 Penalty: 4857.107910
	Iteration 4F: 3 clusters Score -1982811 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1983611.250000 Penalty: 4857.107910
	Iteration 5F: 3 clusters Score -1983611 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1984338.375000 Penalty: 4857.107910
	Iteration 6F: 3 clusters Score -1984338 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1985030.625000 Penalty: 4857.107910
	Iteration 7F: 3 clusters Score -1985031 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1985606.625000 Penalty: 4857.107910
	Iteration 8Q: 3 clusters Score -1985607 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1986139.625000 Penalty: 4857.107910
	Iteration 9Q: 3 clusters Score -1986140 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1986565.875000 Penalty: 4857.107910
	Iteration 10Q: 3 clusters Score -1986566 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1986906.000000 Penalty: 4857.107910
	Iteration 11Q: 3 clusters Score -1986906 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1987153.125000 Penalty: 4857.107910
	Iteration 12Q: 3 clusters Score -1987153 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1987330.000000 Penalty: 4857.107910
	Iteration 13Q: 3 clusters Score -1987330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1987447.875000 Penalty: 4857.107910
	Iteration 14Q: 3 clusters Score -1987448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1987512.250000 Penalty: 4857.107910
	Iteration 15Q: 3 clusters Score -1987512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1987534.625000 Penalty: 4857.107910
	Iteration 16Q: 3 clusters Score -1987535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1987549.375000 Penalty: 4857.107910
	Iteration 17Q: 3 clusters Score -1987549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1987558.125000 Penalty: 4857.107910
	Iteration 18Q: 3 clusters Score -1987558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1987562.125000 Penalty: 4857.107910
	Iteration 19Q: 3 clusters Score -1987562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1987567.875000 Penalty: 4857.107910
	Iteration 20F: 3 clusters Score -1987568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1987576.375000 Penalty: 4857.107910
	Iteration 21Q: 3 clusters Score -1987576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1987576.625000 Penalty: 4857.107910
	Iteration 22Q: 3 clusters Score -1987577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1987583.375000 Penalty: 4857.107910
	Iteration 23Q: 3 clusters Score -1987583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1987586.000000 Penalty: 4857.107910
	Iteration 24Q: 3 clusters Score -1987586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1987589.375000 Penalty: 4857.107910
	Iteration 25Q: 3 clusters Score -1987589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1987589.750000 Penalty: 4857.107910
	Iteration 26Q: 3 clusters Score -1987590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1987594.125000 Penalty: 4857.107910
	Iteration 27Q: 3 clusters Score -1987594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1987594.125000 Penalty: 4857.107910
	Iteration 28Q: 3 clusters Score -1987594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1987596.125000 Penalty: 4857.107910
	Iteration 29Q: 3 clusters Score -1987596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1987597.625000 Penalty: 4857.107910
	Iteration 30Q: 3 clusters Score -1987598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1987597.125000 Penalty: 4857.107910
	Iteration 31Q: 3 clusters Score -1987597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1987600.250000 Penalty: 4857.107910
	Iteration 32Q: 3 clusters Score -1987600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1987601.000000 Penalty: 4857.107910
	Iteration 33Q: 3 clusters Score -1987601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1987601.000000 Penalty: 4857.107910
	Iteration 34Q: 3 clusters Score -1987601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1987602.625000 Penalty: 4857.107910
	Iteration 35Q: 3 clusters Score -1987603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1987601.500000 Penalty: 4857.107910
	Iteration 36Q: 3 clusters Score -1987602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1987601.500000 Penalty: 4857.107910
	Iteration 37F: 3 clusters Score -1987602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -947031.812500 Penalty: 2227.581787
	Iteration 0F: 2 clusters Score -947031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -940733.250000 Penalty: 4455.163574
	Iteration 0F: 3 clusters Score -940733.2 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -942640.500000 Penalty: 4455.163574
	Iteration 1F: 3 clusters Score -942640.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -943049.500000 Penalty: 4455.163574
	Iteration 2F: 3 clusters Score -943049.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -943396.750000 Penalty: 4455.163574
	Iteration 3F: 3 clusters Score -943396.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -943669.562500 Penalty: 4455.163574
	Iteration 4F: 3 clusters Score -943669.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -943943.062500 Penalty: 4455.163574
	Iteration 5Q: 3 clusters Score -943943.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -944172.000000 Penalty: 4455.163574
	Iteration 6Q: 3 clusters Score -944172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -944387.187500 Penalty: 4455.163574
	Iteration 7Q: 3 clusters Score -944387.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -944589.625000 Penalty: 4455.163574
	Iteration 8Q: 3 clusters Score -944589.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -944756.937500 Penalty: 4455.163574
	Iteration 9Q: 3 clusters Score -944756.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -944876.250000 Penalty: 4455.163574
	Iteration 10Q: 3 clusters Score -944876.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -944969.250000 Penalty: 4455.163574
	Iteration 11Q: 3 clusters Score -944969.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -945044.625000 Penalty: 4455.163574
	Iteration 12Q: 3 clusters Score -945044.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -945104.000000 Penalty: 4455.163574
	Iteration 13Q: 3 clusters Score -945104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -945151.125000 Penalty: 4455.163574
	Iteration 14Q: 3 clusters Score -945151.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -945186.250000 Penalty: 4455.163574
	Iteration 15Q: 3 clusters Score -945186.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -945213.875000 Penalty: 4455.163574
	Iteration 16Q: 3 clusters Score -945213.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -945229.562500 Penalty: 4455.163574
	Iteration 17Q: 3 clusters Score -945229.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -945243.187500 Penalty: 4455.163574
	Iteration 18Q: 3 clusters Score -945243.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -945256.625000 Penalty: 4455.163574
	Iteration 19Q: 3 clusters Score -945256.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -945276.375000 Penalty: 4455.163574
	Iteration 20F: 3 clusters Score -945276.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -945287.062500 Penalty: 4455.163574
	Iteration 21Q: 3 clusters Score -945287.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -945294.625000 Penalty: 4455.163574
	Iteration 22Q: 3 clusters Score -945294.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -945303.500000 Penalty: 4455.163574
	Iteration 23Q: 3 clusters Score -945303.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -945311.062500 Penalty: 4455.163574
	Iteration 24Q: 3 clusters Score -945311.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -945315.250000 Penalty: 4455.163574
	Iteration 25Q: 3 clusters Score -945315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -945315.937500 Penalty: 4455.163574
	Iteration 26Q: 3 clusters Score -945315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -945320.625000 Penalty: 4455.163574
	Iteration 27Q: 3 clusters Score -945320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -945321.375000 Penalty: 4455.163574
	Iteration 28Q: 3 clusters Score -945321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -945322.125000 Penalty: 4455.163574
	Iteration 29Q: 3 clusters Score -945322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -945322.750000 Penalty: 4455.163574
	Iteration 30Q: 3 clusters Score -945322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -945325.312500 Penalty: 4455.163574
	Iteration 31Q: 3 clusters Score -945325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -945327.437500 Penalty: 4455.163574
	Iteration 32Q: 3 clusters Score -945327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -945329.312500 Penalty: 4455.163574
	Iteration 33Q: 3 clusters Score -945329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -945332.750000 Penalty: 4455.163574
	Iteration 34Q: 3 clusters Score -945332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -945333.375000 Penalty: 4455.163574
	Iteration 35Q: 3 clusters Score -945333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -945332.625000 Penalty: 4455.163574
	Iteration 36Q: 3 clusters Score -945332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -945333.437500 Penalty: 4455.163574
	Iteration 37Q: 3 clusters Score -945333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -945333.437500 Penalty: 4455.163574
	Iteration 38F: 3 clusters Score -945333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -67880.093750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -67880.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66268.453125 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -66268.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66440.570312 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -66440.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66524.914062 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -66524.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66597.375000 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -66597.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66631.132812 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -66631.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66650.812500 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -66650.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66654.984375 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -66654.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66661.546875 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -66661.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66664.914062 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -66664.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66668.203125 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -66668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66668.203125 Penalty: 3175.350830
	Iteration 10F: 3 clusters Score -66668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (129446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Entering Unmasked Estep 
Score: -15531697.000000 Penalty: 2919.212646
	Iteration 0F: 2 clusters Score -1.55317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -15445022.000000 Penalty: 5838.425293
	Iteration 0F: 3 clusters Score -1.544502e+07 nChanged 61476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -15479945.000000 Penalty: 5838.425293
	Iteration 1F: 3 clusters Score -1.547994e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -15480730.000000 Penalty: 5838.425293
	Iteration 2Q: 3 clusters Score -1.548073e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -15481397.000000 Penalty: 5838.425293
	Iteration 3Q: 3 clusters Score -1.54814e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -15482288.000000 Penalty: 5838.425293
	Iteration 4Q: 3 clusters Score -1.548229e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -15483402.000000 Penalty: 5838.425293
	Iteration 5Q: 3 clusters Score -1.54834e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -15485052.000000 Penalty: 5838.425293
	Iteration 6Q: 3 clusters Score -1.548505e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80583 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -15487707.000000 Penalty: 5838.425293
	Iteration 7Q: 3 clusters Score -1.548771e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -15492469.000000 Penalty: 5838.425293
	Iteration 8F: 3 clusters Score -1.549247e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -15500087.000000 Penalty: 5838.425293
	Iteration 9F: 3 clusters Score -1.550009e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -15509666.000000 Penalty: 5838.425293
	Iteration 10F: 3 clusters Score -1.550967e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -15518882.000000 Penalty: 5838.425293
	Iteration 11F: 3 clusters Score -1.551888e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -15524996.000000 Penalty: 5838.425293
	Iteration 12Q: 3 clusters Score -1.5525e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127506 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -15527701.000000 Penalty: 5838.425293
	Iteration 13Q: 3 clusters Score -1.55277e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128511 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -15528605.000000 Penalty: 5838.425293
	Iteration 14Q: 3 clusters Score -1.55286e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15528955.000000 Penalty: 5838.425293
	Iteration 15Q: 3 clusters Score -1.552896e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15529097.000000 Penalty: 5838.425293
	Iteration 16Q: 3 clusters Score -1.55291e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15529162.000000 Penalty: 5838.425293
	Iteration 17Q: 3 clusters Score -1.552916e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15529191.000000 Penalty: 5838.425293
	Iteration 18Q: 3 clusters Score -1.552919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -15529224.000000 Penalty: 5838.425293
	Iteration 19Q: 3 clusters Score -1.552922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15529233.000000 Penalty: 5838.425293
	Iteration 20F: 3 clusters Score -1.552923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129064 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -15529233.000000 Penalty: 5838.425293
	Iteration 21Q: 3 clusters Score -1.552923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15529243.000000 Penalty: 5838.425293
	Iteration 22Q: 3 clusters Score -1.552924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129068 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15529250.000000 Penalty: 5838.425293
	Iteration 23Q: 3 clusters Score -1.552925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129070 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -15529240.000000 Penalty: 5838.425293
	Iteration 24Q: 3 clusters Score -1.552924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129076 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15529262.000000 Penalty: 5838.425293
	Iteration 25Q: 3 clusters Score -1.552926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15529273.000000 Penalty: 5838.425293
	Iteration 26Q: 3 clusters Score -1.552927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129079 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15529278.000000 Penalty: 5838.425293
	Iteration 27Q: 3 clusters Score -1.552928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15529295.000000 Penalty: 5838.425293
	Iteration 28Q: 3 clusters Score -1.55293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15529298.000000 Penalty: 5838.425293
	Iteration 29Q: 3 clusters Score -1.55293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15529299.000000 Penalty: 5838.425293
	Iteration 30Q: 3 clusters Score -1.55293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15529301.000000 Penalty: 5838.425293
	Iteration 31Q: 3 clusters Score -1.55293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15529301.000000 Penalty: 5838.425293
	Iteration 32F: 3 clusters Score -1.55293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -831104.000000 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -831104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -825271.250000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -825271.2 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -826821.937500 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -826821.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -827065.750000 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -827065.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -827231.062500 Penalty: 4394.455566
	Iteration 3F: 3 clusters Score -827231.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -827361.062500 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -827361.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -827458.125000 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -827458.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -827547.125000 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -827547.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -827617.062500 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -827617.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -827690.812500 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -827690.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -827763.000000 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -827763 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -827844.125000 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -827844.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -827977.812500 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -827977.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -828146.812500 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -828146.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -828342.000000 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -828342 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -828549.812500 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -828549.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -828788.687500 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -828788.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -829017.000000 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -829017 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -829202.312500 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -829202.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -829360.062500 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -829360.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -829493.500000 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -829493.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -829616.375000 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -829616.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -829710.687500 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -829710.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -829766.812500 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -829766.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -829814.937500 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -829814.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -829859.062500 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -829859.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -829890.750000 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -829890.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -829914.937500 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -829914.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -829934.000000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -829934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -829948.562500 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -829948.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -829964.750000 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -829964.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -829971.187500 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -829971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -829978.312500 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -829978.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -829983.937500 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -829983.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -829994.312500 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -829994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -829999.875000 Penalty: 4394.455566
	Iteration 34Q: 3 clusters Score -829999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -830003.562500 Penalty: 4394.455566
	Iteration 35Q: 3 clusters Score -830003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -830007.062500 Penalty: 4394.455566
	Iteration 36Q: 3 clusters Score -830007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -830010.187500 Penalty: 4394.455566
	Iteration 37Q: 3 clusters Score -830010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -830010.187500 Penalty: 4394.455566
	Iteration 38Q: 3 clusters Score -830010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -830014.687500 Penalty: 4394.455566
	Iteration 39Q: 3 clusters Score -830014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -830016.562500 Penalty: 4394.455566
	Iteration 40F: 3 clusters Score -830016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -830017.062500 Penalty: 4394.455566
	Iteration 41Q: 3 clusters Score -830017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -830018.000000 Penalty: 4394.455566
	Iteration 42Q: 3 clusters Score -830018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -830019.937500 Penalty: 4394.455566
	Iteration 43Q: 3 clusters Score -830019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -830019.625000 Penalty: 4394.455566
	Iteration 44Q: 3 clusters Score -830019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -830021.000000 Penalty: 4394.455566
	Iteration 45Q: 3 clusters Score -830021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -830022.187500 Penalty: 4394.455566
	Iteration 46Q: 3 clusters Score -830022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -830022.250000 Penalty: 4394.455566
	Iteration 47Q: 3 clusters Score -830022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -830023.437500 Penalty: 4394.455566
	Iteration 48Q: 3 clusters Score -830023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -830025.812500 Penalty: 4394.455566
	Iteration 49Q: 3 clusters Score -830025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -830025.750000 Penalty: 4394.455566
	Iteration 50Q: 3 clusters Score -830025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -830026.625000 Penalty: 4394.455566
	Iteration 51Q: 3 clusters Score -830026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -830026.312500 Penalty: 4394.455566
	Iteration 52Q: 3 clusters Score -830026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -830027.375000 Penalty: 4394.455566
	Iteration 53Q: 3 clusters Score -830027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -830027.375000 Penalty: 4394.455566
	Iteration 54F: 3 clusters Score -830027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Entering Unmasked Estep 
Score: -20342292.000000 Penalty: 2984.005127
	Iteration 0F: 2 clusters Score -2.034229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -20235492.000000 Penalty: 5968.010254
	Iteration 0F: 3 clusters Score -2.023549e+07 nChanged 80287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -20282394.000000 Penalty: 5968.010254
	Iteration 1F: 3 clusters Score -2.028239e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -20283662.000000 Penalty: 5968.010254
	Iteration 2Q: 3 clusters Score -2.028366e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -20285428.000000 Penalty: 5968.010254
	Iteration 3Q: 3 clusters Score -2.028543e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -20287680.000000 Penalty: 5968.010254
	Iteration 4Q: 3 clusters Score -2.028768e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -20290856.000000 Penalty: 5968.010254
	Iteration 5Q: 3 clusters Score -2.029086e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -20294576.000000 Penalty: 5968.010254
	Iteration 6F: 3 clusters Score -2.029458e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -20298428.000000 Penalty: 5968.010254
	Iteration 7F: 3 clusters Score -2.029843e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -20302330.000000 Penalty: 5968.010254
	Iteration 8F: 3 clusters Score -2.030233e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -20305606.000000 Penalty: 5968.010254
	Iteration 9Q: 3 clusters Score -2.030561e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -20308132.000000 Penalty: 5968.010254
	Iteration 10Q: 3 clusters Score -2.030813e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 102975 members 
Entering Unmasked Estep 
Score: -20310084.000000 Penalty: 5968.010254
	Iteration 11Q: 3 clusters Score -2.031008e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -20311572.000000 Penalty: 5968.010254
	Iteration 12Q: 3 clusters Score -2.031157e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 108405 members 
Entering Unmasked Estep 
Score: -20312636.000000 Penalty: 5968.010254
	Iteration 13Q: 3 clusters Score -2.031264e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 111493 members 
Entering Unmasked Estep 
Score: -20313448.000000 Penalty: 5968.010254
	Iteration 14Q: 3 clusters Score -2.031345e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -20314416.000000 Penalty: 5968.010254
	Iteration 15Q: 3 clusters Score -2.031442e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 118833 members 
Entering Unmasked Estep 
Score: -20315524.000000 Penalty: 5968.010254
	Iteration 16Q: 3 clusters Score -2.031552e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -20316950.000000 Penalty: 5968.010254
	Iteration 17Q: 3 clusters Score -2.031695e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -20318902.000000 Penalty: 5968.010254
	Iteration 18Q: 3 clusters Score -2.03189e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 134213 members 
Entering Unmasked Estep 
Score: -20321704.000000 Penalty: 5968.010254
	Iteration 19Q: 3 clusters Score -2.03217e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 140666 members 
Entering Unmasked Estep 
Score: -20325248.000000 Penalty: 5968.010254
	Iteration 20F: 3 clusters Score -2.032525e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 147267 members 
Entering Unmasked Estep 
Score: -20329144.000000 Penalty: 5968.010254
	Iteration 21Q: 3 clusters Score -2.032914e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 153687 members 
Entering Unmasked Estep 
Score: -20332606.000000 Penalty: 5968.010254
	Iteration 22Q: 3 clusters Score -2.033261e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 159007 members 
Entering Unmasked Estep 
Score: -20335574.000000 Penalty: 5968.010254
	Iteration 23Q: 3 clusters Score -2.033557e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 162750 members 
Entering Unmasked Estep 
Score: -20337548.000000 Penalty: 5968.010254
	Iteration 24Q: 3 clusters Score -2.033755e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -20338706.000000 Penalty: 5968.010254
	Iteration 25Q: 3 clusters Score -2.033871e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 166135 members 
Entering Unmasked Estep 
Score: -20339394.000000 Penalty: 5968.010254
	Iteration 26Q: 3 clusters Score -2.033939e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 166700 members 
Entering Unmasked Estep 
Score: -20339682.000000 Penalty: 5968.010254
	Iteration 27Q: 3 clusters Score -2.033968e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -20339910.000000 Penalty: 5968.010254
	Iteration 28Q: 3 clusters Score -2.033991e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -20339986.000000 Penalty: 5968.010254
	Iteration 29Q: 3 clusters Score -2.033999e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 167210 members 
Entering Unmasked Estep 
Score: -20340128.000000 Penalty: 5968.010254
	Iteration 30Q: 3 clusters Score -2.034013e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 167242 members 
Entering Unmasked Estep 
Score: -20340218.000000 Penalty: 5968.010254
	Iteration 31Q: 3 clusters Score -2.034022e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 167266 members 
Entering Unmasked Estep 
Score: -20340280.000000 Penalty: 5968.010254
	Iteration 32Q: 3 clusters Score -2.034028e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -20340312.000000 Penalty: 5968.010254
	Iteration 33Q: 3 clusters Score -2.034031e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -20340352.000000 Penalty: 5968.010254
	Iteration 34Q: 3 clusters Score -2.034035e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -20340382.000000 Penalty: 5968.010254
	Iteration 35Q: 3 clusters Score -2.034038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -20340424.000000 Penalty: 5968.010254
	Iteration 36Q: 3 clusters Score -2.034042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -20340442.000000 Penalty: 5968.010254
	Iteration 37Q: 3 clusters Score -2.034044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -20340460.000000 Penalty: 5968.010254
	Iteration 38Q: 3 clusters Score -2.034046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -20340456.000000 Penalty: 5968.010254
	Iteration 39Q: 3 clusters Score -2.034046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -20340470.000000 Penalty: 5968.010254
	Iteration 40F: 3 clusters Score -2.034047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -20340470.000000 Penalty: 5968.010254
	Iteration 41Q: 3 clusters Score -2.034047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -20340476.000000 Penalty: 5968.010254
	Iteration 42Q: 3 clusters Score -2.034048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -20340492.000000 Penalty: 5968.010254
	Iteration 43Q: 3 clusters Score -2.034049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 167291 members 
Entering Unmasked Estep 
Score: -20340488.000000 Penalty: 5968.010254
	Iteration 44Q: 3 clusters Score -2.034049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 167294 members 
Entering Unmasked Estep 
Score: -20340496.000000 Penalty: 5968.010254
	Iteration 45Q: 3 clusters Score -2.03405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 167293 members 
Entering Unmasked Estep 
Score: -20340496.000000 Penalty: 5968.010254
	Iteration 46Q: 3 clusters Score -2.03405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 167289 members 
Entering Unmasked Estep 
Score: -20340502.000000 Penalty: 5968.010254
	Iteration 47Q: 3 clusters Score -2.03405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -20340504.000000 Penalty: 5968.010254
	Iteration 48Q: 3 clusters Score -2.03405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -20340502.000000 Penalty: 5968.010254
	Iteration 49Q: 3 clusters Score -2.03405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -20340498.000000 Penalty: 5968.010254
	Iteration 50Q: 3 clusters Score -2.03405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 167287 members 
Entering Unmasked Estep 
Score: -20340498.000000 Penalty: 5968.010254
	Iteration 51Q: 3 clusters Score -2.03405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 167287 members 
Entering Unmasked Estep 
Score: -20340498.000000 Penalty: 5968.010254
	Iteration 52F: 3 clusters Score -2.03405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Entering Unmasked Estep 
Score: -8208160.500000 Penalty: 2760.060303
	Iteration 0F: 2 clusters Score -8208160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -8162425.000000 Penalty: 5520.120605
	Iteration 0F: 3 clusters Score -8162425 nChanged 31880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -8180204.500000 Penalty: 5520.120605
	Iteration 1F: 3 clusters Score -8180204 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -8180759.000000 Penalty: 5520.120605
	Iteration 2Q: 3 clusters Score -8180759 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -8181388.000000 Penalty: 5520.120605
	Iteration 3Q: 3 clusters Score -8181388 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8182265.500000 Penalty: 5520.120605
	Iteration 4Q: 3 clusters Score -8182266 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8183493.000000 Penalty: 5520.120605
	Iteration 5Q: 3 clusters Score -8183493 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8185364.000000 Penalty: 5520.120605
	Iteration 6Q: 3 clusters Score -8185364 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -8188444.500000 Penalty: 5520.120605
	Iteration 7F: 3 clusters Score -8188444 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -8192884.000000 Penalty: 5520.120605
	Iteration 8F: 3 clusters Score -8192884 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -8197649.000000 Penalty: 5520.120605
	Iteration 9F: 3 clusters Score -8197649 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -8201301.500000 Penalty: 5520.120605
	Iteration 10F: 3 clusters Score -8201302 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -8203596.500000 Penalty: 5520.120605
	Iteration 11Q: 3 clusters Score -8203596 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -8204722.500000 Penalty: 5520.120605
	Iteration 12Q: 3 clusters Score -8204722 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -8205216.000000 Penalty: 5520.120605
	Iteration 13Q: 3 clusters Score -8205216 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -8205425.500000 Penalty: 5520.120605
	Iteration 14Q: 3 clusters Score -8205426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -8205538.500000 Penalty: 5520.120605
	Iteration 15Q: 3 clusters Score -8205538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -8205604.000000 Penalty: 5520.120605
	Iteration 16Q: 3 clusters Score -8205604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -8205645.000000 Penalty: 5520.120605
	Iteration 17Q: 3 clusters Score -8205645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -8205672.000000 Penalty: 5520.120605
	Iteration 18Q: 3 clusters Score -8205672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -8205680.000000 Penalty: 5520.120605
	Iteration 19Q: 3 clusters Score -8205680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -8205699.000000 Penalty: 5520.120605
	Iteration 20F: 3 clusters Score -8205699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -8205703.000000 Penalty: 5520.120605
	Iteration 21Q: 3 clusters Score -8205703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -8205713.500000 Penalty: 5520.120605
	Iteration 22Q: 3 clusters Score -8205714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -8205718.000000 Penalty: 5520.120605
	Iteration 23Q: 3 clusters Score -8205718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -8205722.500000 Penalty: 5520.120605
	Iteration 24Q: 3 clusters Score -8205722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -8205727.000000 Penalty: 5520.120605
	Iteration 25Q: 3 clusters Score -8205727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -8205731.000000 Penalty: 5520.120605
	Iteration 26Q: 3 clusters Score -8205731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -8205733.500000 Penalty: 5520.120605
	Iteration 27Q: 3 clusters Score -8205734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -8205730.500000 Penalty: 5520.120605
	Iteration 28Q: 3 clusters Score -8205730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -8205730.500000 Penalty: 5520.120605
	Iteration 29F: 3 clusters Score -8205730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Entering Unmasked Estep 
Score: -2496101.750000 Penalty: 2480.366211
	Iteration 0F: 2 clusters Score -2496102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2480671.250000 Penalty: 4960.732422
	Iteration 0F: 3 clusters Score -2480671 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2485891.000000 Penalty: 4960.732422
	Iteration 1F: 3 clusters Score -2485891 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2486387.250000 Penalty: 4960.732422
	Iteration 2F: 3 clusters Score -2486387 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2486874.250000 Penalty: 4960.732422
	Iteration 3F: 3 clusters Score -2486874 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2487429.500000 Penalty: 4960.732422
	Iteration 4Q: 3 clusters Score -2487430 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2488076.750000 Penalty: 4960.732422
	Iteration 5F: 3 clusters Score -2488077 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2488922.500000 Penalty: 4960.732422
	Iteration 6F: 3 clusters Score -2488922 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2489918.750000 Penalty: 4960.732422
	Iteration 7F: 3 clusters Score -2489919 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2490911.250000 Penalty: 4960.732422
	Iteration 8F: 3 clusters Score -2490911 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2491783.250000 Penalty: 4960.732422
	Iteration 9Q: 3 clusters Score -2491783 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2492486.000000 Penalty: 4960.732422
	Iteration 10Q: 3 clusters Score -2492486 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2492976.750000 Penalty: 4960.732422
	Iteration 11Q: 3 clusters Score -2492977 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2493302.500000 Penalty: 4960.732422
	Iteration 12Q: 3 clusters Score -2493302 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2493495.500000 Penalty: 4960.732422
	Iteration 13Q: 3 clusters Score -2493496 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2493655.500000 Penalty: 4960.732422
	Iteration 14Q: 3 clusters Score -2493656 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2493743.750000 Penalty: 4960.732422
	Iteration 15Q: 3 clusters Score -2493744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2493805.250000 Penalty: 4960.732422
	Iteration 16Q: 3 clusters Score -2493805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2493844.250000 Penalty: 4960.732422
	Iteration 17Q: 3 clusters Score -2493844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2493887.000000 Penalty: 4960.732422
	Iteration 18Q: 3 clusters Score -2493887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2493926.250000 Penalty: 4960.732422
	Iteration 19Q: 3 clusters Score -2493926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2493951.250000 Penalty: 4960.732422
	Iteration 20F: 3 clusters Score -2493951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2493971.750000 Penalty: 4960.732422
	Iteration 21Q: 3 clusters Score -2493972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2493981.000000 Penalty: 4960.732422
	Iteration 22Q: 3 clusters Score -2493981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2493994.500000 Penalty: 4960.732422
	Iteration 23Q: 3 clusters Score -2493994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2493998.000000 Penalty: 4960.732422
	Iteration 24Q: 3 clusters Score -2493998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2494001.000000 Penalty: 4960.732422
	Iteration 25Q: 3 clusters Score -2494001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2494007.250000 Penalty: 4960.732422
	Iteration 26Q: 3 clusters Score -2494007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2494017.250000 Penalty: 4960.732422
	Iteration 27Q: 3 clusters Score -2494017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2494020.750000 Penalty: 4960.732422
	Iteration 28Q: 3 clusters Score -2494021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2494028.750000 Penalty: 4960.732422
	Iteration 29Q: 3 clusters Score -2494029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2494038.500000 Penalty: 4960.732422
	Iteration 30Q: 3 clusters Score -2494038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2494042.750000 Penalty: 4960.732422
	Iteration 31Q: 3 clusters Score -2494043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2494047.500000 Penalty: 4960.732422
	Iteration 32Q: 3 clusters Score -2494048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2494051.500000 Penalty: 4960.732422
	Iteration 33Q: 3 clusters Score -2494052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2494062.750000 Penalty: 4960.732422
	Iteration 34Q: 3 clusters Score -2494063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2494069.750000 Penalty: 4960.732422
	Iteration 35Q: 3 clusters Score -2494070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2494073.500000 Penalty: 4960.732422
	Iteration 36Q: 3 clusters Score -2494074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2494080.500000 Penalty: 4960.732422
	Iteration 37Q: 3 clusters Score -2494080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2494087.250000 Penalty: 4960.732422
	Iteration 38Q: 3 clusters Score -2494087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2494091.250000 Penalty: 4960.732422
	Iteration 39Q: 3 clusters Score -2494091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2494099.250000 Penalty: 4960.732422
	Iteration 40F: 3 clusters Score -2494099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2494104.000000 Penalty: 4960.732422
	Iteration 41Q: 3 clusters Score -2494104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2494116.250000 Penalty: 4960.732422
	Iteration 42Q: 3 clusters Score -2494116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2494120.000000 Penalty: 4960.732422
	Iteration 43Q: 3 clusters Score -2494120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2494121.500000 Penalty: 4960.732422
	Iteration 44Q: 3 clusters Score -2494122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2494123.750000 Penalty: 4960.732422
	Iteration 45Q: 3 clusters Score -2494124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2494126.500000 Penalty: 4960.732422
	Iteration 46Q: 3 clusters Score -2494126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2494132.000000 Penalty: 4960.732422
	Iteration 47Q: 3 clusters Score -2494132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2494140.000000 Penalty: 4960.732422
	Iteration 48Q: 3 clusters Score -2494140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2494143.500000 Penalty: 4960.732422
	Iteration 49Q: 3 clusters Score -2494144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2494144.000000 Penalty: 4960.732422
	Iteration 50Q: 3 clusters Score -2494144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2494153.000000 Penalty: 4960.732422
	Iteration 51Q: 3 clusters Score -2494153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2494154.500000 Penalty: 4960.732422
	Iteration 52Q: 3 clusters Score -2494154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2494162.500000 Penalty: 4960.732422
	Iteration 53Q: 3 clusters Score -2494162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2494161.500000 Penalty: 4960.732422
	Iteration 54Q: 3 clusters Score -2494162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2494161.000000 Penalty: 4960.732422
	Iteration 55Q: 3 clusters Score -2494161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2494162.750000 Penalty: 4960.732422
	Iteration 56Q: 3 clusters Score -2494163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2494167.750000 Penalty: 4960.732422
	Iteration 57Q: 3 clusters Score -2494168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2494167.750000 Penalty: 4960.732422
	Iteration 58Q: 3 clusters Score -2494168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2494167.750000 Penalty: 4960.732422
	Iteration 59F: 3 clusters Score -2494168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -393282.500000 Penalty: 2032.168823
	Iteration 0F: 2 clusters Score -393282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -389642.000000 Penalty: 4064.337646
	Iteration 0F: 3 clusters Score -389642 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -390491.343750 Penalty: 4064.337646
	Iteration 1F: 3 clusters Score -390491.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -390709.562500 Penalty: 4064.337646
	Iteration 2F: 3 clusters Score -390709.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -390842.437500 Penalty: 4064.337646
	Iteration 3Q: 3 clusters Score -390842.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -390952.843750 Penalty: 4064.337646
	Iteration 4Q: 3 clusters Score -390952.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -391060.187500 Penalty: 4064.337646
	Iteration 5Q: 3 clusters Score -391060.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -391155.343750 Penalty: 4064.337646
	Iteration 6Q: 3 clusters Score -391155.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -391229.406250 Penalty: 4064.337646
	Iteration 7Q: 3 clusters Score -391229.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -391276.875000 Penalty: 4064.337646
	Iteration 8Q: 3 clusters Score -391276.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -391326.906250 Penalty: 4064.337646
	Iteration 9Q: 3 clusters Score -391326.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -391361.937500 Penalty: 4064.337646
	Iteration 10Q: 3 clusters Score -391361.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -391401.343750 Penalty: 4064.337646
	Iteration 11Q: 3 clusters Score -391401.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -391432.468750 Penalty: 4064.337646
	Iteration 12Q: 3 clusters Score -391432.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -391458.468750 Penalty: 4064.337646
	Iteration 13Q: 3 clusters Score -391458.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -391476.218750 Penalty: 4064.337646
	Iteration 14Q: 3 clusters Score -391476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -391489.937500 Penalty: 4064.337646
	Iteration 15Q: 3 clusters Score -391489.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -391507.812500 Penalty: 4064.337646
	Iteration 16Q: 3 clusters Score -391507.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -391528.437500 Penalty: 4064.337646
	Iteration 17Q: 3 clusters Score -391528.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -391548.531250 Penalty: 4064.337646
	Iteration 18Q: 3 clusters Score -391548.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -391564.187500 Penalty: 4064.337646
	Iteration 19Q: 3 clusters Score -391564.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -391576.125000 Penalty: 4064.337646
	Iteration 20F: 3 clusters Score -391576.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -391592.718750 Penalty: 4064.337646
	Iteration 21Q: 3 clusters Score -391592.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -391605.562500 Penalty: 4064.337646
	Iteration 22Q: 3 clusters Score -391605.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -391616.781250 Penalty: 4064.337646
	Iteration 23Q: 3 clusters Score -391616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -391628.937500 Penalty: 4064.337646
	Iteration 24Q: 3 clusters Score -391628.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -391642.812500 Penalty: 4064.337646
	Iteration 25Q: 3 clusters Score -391642.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -391661.375000 Penalty: 4064.337646
	Iteration 26Q: 3 clusters Score -391661.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -391680.906250 Penalty: 4064.337646
	Iteration 27Q: 3 clusters Score -391680.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -391702.125000 Penalty: 4064.337646
	Iteration 28Q: 3 clusters Score -391702.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -391711.125000 Penalty: 4064.337646
	Iteration 29Q: 3 clusters Score -391711.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -391720.687500 Penalty: 4064.337646
	Iteration 30Q: 3 clusters Score -391720.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -391736.406250 Penalty: 4064.337646
	Iteration 31Q: 3 clusters Score -391736.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -391752.312500 Penalty: 4064.337646
	Iteration 32Q: 3 clusters Score -391752.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -391760.812500 Penalty: 4064.337646
	Iteration 33Q: 3 clusters Score -391760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -391766.250000 Penalty: 4064.337646
	Iteration 34Q: 3 clusters Score -391766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -391768.250000 Penalty: 4064.337646
	Iteration 35Q: 3 clusters Score -391768.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -391772.656250 Penalty: 4064.337646
	Iteration 36Q: 3 clusters Score -391772.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -391775.875000 Penalty: 4064.337646
	Iteration 37Q: 3 clusters Score -391775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -391780.312500 Penalty: 4064.337646
	Iteration 38Q: 3 clusters Score -391780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -391783.843750 Penalty: 4064.337646
	Iteration 39Q: 3 clusters Score -391783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -391787.000000 Penalty: 4064.337646
	Iteration 40F: 3 clusters Score -391787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -391793.968750 Penalty: 4064.337646
	Iteration 41Q: 3 clusters Score -391794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -391801.218750 Penalty: 4064.337646
	Iteration 42Q: 3 clusters Score -391801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -391806.843750 Penalty: 4064.337646
	Iteration 43Q: 3 clusters Score -391806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -391810.593750 Penalty: 4064.337646
	Iteration 44Q: 3 clusters Score -391810.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -391813.937500 Penalty: 4064.337646
	Iteration 45Q: 3 clusters Score -391813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -391815.718750 Penalty: 4064.337646
	Iteration 46Q: 3 clusters Score -391815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -391819.031250 Penalty: 4064.337646
	Iteration 47Q: 3 clusters Score -391819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -391821.125000 Penalty: 4064.337646
	Iteration 48Q: 3 clusters Score -391821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -391821.562500 Penalty: 4064.337646
	Iteration 49Q: 3 clusters Score -391821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -391822.312500 Penalty: 4064.337646
	Iteration 50Q: 3 clusters Score -391822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -391822.843750 Penalty: 4064.337646
	Iteration 51Q: 3 clusters Score -391822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -391824.968750 Penalty: 4064.337646
	Iteration 52Q: 3 clusters Score -391825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -391828.250000 Penalty: 4064.337646
	Iteration 53Q: 3 clusters Score -391828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -391828.593750 Penalty: 4064.337646
	Iteration 54Q: 3 clusters Score -391828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -391830.093750 Penalty: 4064.337646
	Iteration 55Q: 3 clusters Score -391830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -391832.125000 Penalty: 4064.337646
	Iteration 56Q: 3 clusters Score -391832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -391831.562500 Penalty: 4064.337646
	Iteration 57Q: 3 clusters Score -391831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -391832.593750 Penalty: 4064.337646
	Iteration 58Q: 3 clusters Score -391832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -391834.000000 Penalty: 4064.337646
	Iteration 59Q: 3 clusters Score -391834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -391835.500000 Penalty: 4064.337646
	Iteration 60F: 3 clusters Score -391835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -391836.062500 Penalty: 4064.337646
	Iteration 61Q: 3 clusters Score -391836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -391837.156250 Penalty: 4064.337646
	Iteration 62Q: 3 clusters Score -391837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -391838.187500 Penalty: 4064.337646
	Iteration 63Q: 3 clusters Score -391838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -391838.187500 Penalty: 4064.337646
	Iteration 64F: 3 clusters Score -391838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -91083.546875 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -91083.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89272.164062 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -89272.16 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89584.554688 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -89584.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89702.796875 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -89702.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -89753.187500 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -89753.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89792.539062 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -89792.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89827.343750 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -89827.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89845.640625 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -89845.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89863.648438 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -89863.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89872.820312 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -89872.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89876.570312 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -89876.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89878.929688 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -89878.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89879.703125 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -89879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89880.718750 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -89880.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89883.492188 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -89883.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89887.773438 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -89887.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89887.773438 Penalty: 3340.357422
	Iteration 15F: 3 clusters Score -89887.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Entering Unmasked Estep 
Score: -9533061.000000 Penalty: 2801.139893
	Iteration 0F: 2 clusters Score -9533061 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 40210 members 
Entering Unmasked Estep 
Score: -9478989.000000 Penalty: 5602.279785
	Iteration 0F: 3 clusters Score -9478989 nChanged 37916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -9500727.000000 Penalty: 5602.279785
	Iteration 1F: 3 clusters Score -9500727 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9501694.000000 Penalty: 5602.279785
	Iteration 2Q: 3 clusters Score -9501694 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -9502750.000000 Penalty: 5602.279785
	Iteration 3Q: 3 clusters Score -9502750 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -9503891.000000 Penalty: 5602.279785
	Iteration 4Q: 3 clusters Score -9503891 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -9505260.000000 Penalty: 5602.279785
	Iteration 5Q: 3 clusters Score -9505260 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -9506766.000000 Penalty: 5602.279785
	Iteration 6Q: 3 clusters Score -9506766 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -9508257.000000 Penalty: 5602.279785
	Iteration 7Q: 3 clusters Score -9508257 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -9509794.000000 Penalty: 5602.279785
	Iteration 8Q: 3 clusters Score -9509794 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9511015.000000 Penalty: 5602.279785
	Iteration 9Q: 3 clusters Score -9511015 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -9512215.000000 Penalty: 5602.279785
	Iteration 10Q: 3 clusters Score -9512215 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -9513338.000000 Penalty: 5602.279785
	Iteration 11Q: 3 clusters Score -9513338 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -9514327.000000 Penalty: 5602.279785
	Iteration 12Q: 3 clusters Score -9514327 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -9515356.000000 Penalty: 5602.279785
	Iteration 13Q: 3 clusters Score -9515356 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -9516573.000000 Penalty: 5602.279785
	Iteration 14Q: 3 clusters Score -9516573 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -9518034.000000 Penalty: 5602.279785
	Iteration 15Q: 3 clusters Score -9518034 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -9519940.000000 Penalty: 5602.279785
	Iteration 16Q: 3 clusters Score -9519940 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -9522140.000000 Penalty: 5602.279785
	Iteration 17Q: 3 clusters Score -9522140 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -9524525.000000 Penalty: 5602.279785
	Iteration 18Q: 3 clusters Score -9524525 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -9526851.000000 Penalty: 5602.279785
	Iteration 19Q: 3 clusters Score -9526851 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -9528499.000000 Penalty: 5602.279785
	Iteration 20F: 3 clusters Score -9528499 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -9529559.000000 Penalty: 5602.279785
	Iteration 21Q: 3 clusters Score -9529559 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -9530176.000000 Penalty: 5602.279785
	Iteration 22Q: 3 clusters Score -9530176 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -9530428.000000 Penalty: 5602.279785
	Iteration 23Q: 3 clusters Score -9530428 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -9530558.000000 Penalty: 5602.279785
	Iteration 24Q: 3 clusters Score -9530558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -9530653.000000 Penalty: 5602.279785
	Iteration 25Q: 3 clusters Score -9530653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -9530713.000000 Penalty: 5602.279785
	Iteration 26Q: 3 clusters Score -9530713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9530740.000000 Penalty: 5602.279785
	Iteration 27Q: 3 clusters Score -9530740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -9530782.000000 Penalty: 5602.279785
	Iteration 28Q: 3 clusters Score -9530782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -9530793.000000 Penalty: 5602.279785
	Iteration 29Q: 3 clusters Score -9530793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -9530811.000000 Penalty: 5602.279785
	Iteration 30Q: 3 clusters Score -9530811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -9530821.000000 Penalty: 5602.279785
	Iteration 31Q: 3 clusters Score -9530821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -9530829.000000 Penalty: 5602.279785
	Iteration 32Q: 3 clusters Score -9530829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -9530837.000000 Penalty: 5602.279785
	Iteration 33Q: 3 clusters Score -9530837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -9530854.000000 Penalty: 5602.279785
	Iteration 34Q: 3 clusters Score -9530854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -9530848.000000 Penalty: 5602.279785
	Iteration 35Q: 3 clusters Score -9530848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -9530855.000000 Penalty: 5602.279785
	Iteration 36Q: 3 clusters Score -9530855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -9530869.000000 Penalty: 5602.279785
	Iteration 37Q: 3 clusters Score -9530869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -9530872.000000 Penalty: 5602.279785
	Iteration 38Q: 3 clusters Score -9530872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -9530879.000000 Penalty: 5602.279785
	Iteration 39Q: 3 clusters Score -9530879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -9530875.000000 Penalty: 5602.279785
	Iteration 40F: 3 clusters Score -9530875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -9530874.000000 Penalty: 5602.279785
	Iteration 41Q: 3 clusters Score -9530874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -9530881.000000 Penalty: 5602.279785
	Iteration 42Q: 3 clusters Score -9530881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -9530899.000000 Penalty: 5602.279785
	Iteration 43Q: 3 clusters Score -9530899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -9530902.000000 Penalty: 5602.279785
	Iteration 44Q: 3 clusters Score -9530902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -9530909.000000 Penalty: 5602.279785
	Iteration 45Q: 3 clusters Score -9530909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -9530904.000000 Penalty: 5602.279785
	Iteration 46Q: 3 clusters Score -9530904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -9530910.000000 Penalty: 5602.279785
	Iteration 47Q: 3 clusters Score -9530910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -9530906.000000 Penalty: 5602.279785
	Iteration 48Q: 3 clusters Score -9530906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -9530903.000000 Penalty: 5602.279785
	Iteration 49Q: 3 clusters Score -9530903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -9530903.000000 Penalty: 5602.279785
	Iteration 50F: 3 clusters Score -9530903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Entering Unmasked Estep 
Score: -944290.312500 Penalty: 2249.598877
	Iteration 0F: 2 clusters Score -944290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -937426.687500 Penalty: 4499.197754
	Iteration 0F: 3 clusters Score -937426.7 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -939390.812500 Penalty: 4499.197754
	Iteration 1F: 3 clusters Score -939390.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -939699.875000 Penalty: 4499.197754
	Iteration 2F: 3 clusters Score -939699.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -939931.250000 Penalty: 4499.197754
	Iteration 3F: 3 clusters Score -939931.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -940126.375000 Penalty: 4499.197754
	Iteration 4Q: 3 clusters Score -940126.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -940300.937500 Penalty: 4499.197754
	Iteration 5Q: 3 clusters Score -940300.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -940449.000000 Penalty: 4499.197754
	Iteration 6Q: 3 clusters Score -940449 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -940589.250000 Penalty: 4499.197754
	Iteration 7Q: 3 clusters Score -940589.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -940715.687500 Penalty: 4499.197754
	Iteration 8Q: 3 clusters Score -940715.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -940845.875000 Penalty: 4499.197754
	Iteration 9Q: 3 clusters Score -940845.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -940974.937500 Penalty: 4499.197754
	Iteration 10Q: 3 clusters Score -940974.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -941093.625000 Penalty: 4499.197754
	Iteration 11Q: 3 clusters Score -941093.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -941215.875000 Penalty: 4499.197754
	Iteration 12Q: 3 clusters Score -941215.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -941348.937500 Penalty: 4499.197754
	Iteration 13Q: 3 clusters Score -941348.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -941471.375000 Penalty: 4499.197754
	Iteration 14Q: 3 clusters Score -941471.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -941586.625000 Penalty: 4499.197754
	Iteration 15Q: 3 clusters Score -941586.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -941687.375000 Penalty: 4499.197754
	Iteration 16Q: 3 clusters Score -941687.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -941790.875000 Penalty: 4499.197754
	Iteration 17Q: 3 clusters Score -941790.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -941895.562500 Penalty: 4499.197754
	Iteration 18Q: 3 clusters Score -941895.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -942008.875000 Penalty: 4499.197754
	Iteration 19Q: 3 clusters Score -942008.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -942125.000000 Penalty: 4499.197754
	Iteration 20F: 3 clusters Score -942125 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -942230.250000 Penalty: 4499.197754
	Iteration 21Q: 3 clusters Score -942230.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -942324.125000 Penalty: 4499.197754
	Iteration 22Q: 3 clusters Score -942324.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -942411.125000 Penalty: 4499.197754
	Iteration 23Q: 3 clusters Score -942411.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -942473.625000 Penalty: 4499.197754
	Iteration 24Q: 3 clusters Score -942473.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -942532.125000 Penalty: 4499.197754
	Iteration 25Q: 3 clusters Score -942532.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -942578.437500 Penalty: 4499.197754
	Iteration 26Q: 3 clusters Score -942578.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -942617.187500 Penalty: 4499.197754
	Iteration 27Q: 3 clusters Score -942617.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -942653.812500 Penalty: 4499.197754
	Iteration 28Q: 3 clusters Score -942653.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -942687.625000 Penalty: 4499.197754
	Iteration 29Q: 3 clusters Score -942687.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -942717.750000 Penalty: 4499.197754
	Iteration 30Q: 3 clusters Score -942717.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -942744.187500 Penalty: 4499.197754
	Iteration 31Q: 3 clusters Score -942744.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -942756.562500 Penalty: 4499.197754
	Iteration 32Q: 3 clusters Score -942756.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -942767.437500 Penalty: 4499.197754
	Iteration 33Q: 3 clusters Score -942767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -942769.500000 Penalty: 4499.197754
	Iteration 34Q: 3 clusters Score -942769.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -942773.062500 Penalty: 4499.197754
	Iteration 35Q: 3 clusters Score -942773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -942773.812500 Penalty: 4499.197754
	Iteration 36Q: 3 clusters Score -942773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -942777.062500 Penalty: 4499.197754
	Iteration 37Q: 3 clusters Score -942777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -942777.437500 Penalty: 4499.197754
	Iteration 38Q: 3 clusters Score -942777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -942776.625000 Penalty: 4499.197754
	Iteration 39Q: 3 clusters Score -942776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -942779.187500 Penalty: 4499.197754
	Iteration 40F: 3 clusters Score -942779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -942778.937500 Penalty: 4499.197754
	Iteration 41Q: 3 clusters Score -942778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -942779.812500 Penalty: 4499.197754
	Iteration 42Q: 3 clusters Score -942779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -942779.812500 Penalty: 4499.197754
	Iteration 43Q: 3 clusters Score -942779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -942780.125000 Penalty: 4499.197754
	Iteration 44Q: 3 clusters Score -942780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -942782.125000 Penalty: 4499.197754
	Iteration 45Q: 3 clusters Score -942782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -942784.062500 Penalty: 4499.197754
	Iteration 46Q: 3 clusters Score -942784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -942786.312500 Penalty: 4499.197754
	Iteration 47Q: 3 clusters Score -942786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -942788.062500 Penalty: 4499.197754
	Iteration 48Q: 3 clusters Score -942788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -942789.125000 Penalty: 4499.197754
	Iteration 49Q: 3 clusters Score -942789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -942787.750000 Penalty: 4499.197754
	Iteration 50Q: 3 clusters Score -942787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -942788.687500 Penalty: 4499.197754
	Iteration 51Q: 3 clusters Score -942788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -942790.562500 Penalty: 4499.197754
	Iteration 52Q: 3 clusters Score -942790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -942791.312500 Penalty: 4499.197754
	Iteration 53Q: 3 clusters Score -942791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -942791.312500 Penalty: 4499.197754
	Iteration 54Q: 3 clusters Score -942791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -942794.875000 Penalty: 4499.197754
	Iteration 55Q: 3 clusters Score -942794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -942794.750000 Penalty: 4499.197754
	Iteration 56Q: 3 clusters Score -942794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -942796.437500 Penalty: 4499.197754
	Iteration 57Q: 3 clusters Score -942796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -942796.437500 Penalty: 4499.197754
	Iteration 58F: 3 clusters Score -942796.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -363980.656250 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -363980.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360555.812500 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -360555.8 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -361253.843750 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -361253.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -361427.812500 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -361427.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -361521.156250 Penalty: 4006.413574
	Iteration 3Q: 3 clusters Score -361521.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -361577.281250 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -361577.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -361620.437500 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -361620.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -361658.875000 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -361658.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -361695.312500 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -361695.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -361736.750000 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -361736.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -361770.031250 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -361770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -361799.968750 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -361800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -361828.906250 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -361828.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -361847.031250 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -361847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -361857.093750 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -361857.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -361868.406250 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -361868.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -361874.000000 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -361874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -361880.718750 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -361880.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -361885.156250 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -361885.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -361891.718750 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -361891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -361897.718750 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -361897.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -361905.031250 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -361905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -361908.968750 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -361909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -361917.062500 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -361917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -361922.031250 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -361922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -361926.875000 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -361926.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -361941.031250 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -361941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -361951.750000 Penalty: 4006.413574
	Iteration 26Q: 3 clusters Score -361951.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -361962.906250 Penalty: 4006.413574
	Iteration 27Q: 3 clusters Score -361962.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -361972.781250 Penalty: 4006.413574
	Iteration 28Q: 3 clusters Score -361972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -361981.000000 Penalty: 4006.413574
	Iteration 29Q: 3 clusters Score -361981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -361987.125000 Penalty: 4006.413574
	Iteration 30Q: 3 clusters Score -361987.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -361993.250000 Penalty: 4006.413574
	Iteration 31Q: 3 clusters Score -361993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -362002.593750 Penalty: 4006.413574
	Iteration 32Q: 3 clusters Score -362002.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -362010.250000 Penalty: 4006.413574
	Iteration 33Q: 3 clusters Score -362010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -362015.718750 Penalty: 4006.413574
	Iteration 34Q: 3 clusters Score -362015.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -362021.375000 Penalty: 4006.413574
	Iteration 35Q: 3 clusters Score -362021.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -362025.218750 Penalty: 4006.413574
	Iteration 36Q: 3 clusters Score -362025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -362030.218750 Penalty: 4006.413574
	Iteration 37Q: 3 clusters Score -362030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -362035.500000 Penalty: 4006.413574
	Iteration 38Q: 3 clusters Score -362035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -362039.093750 Penalty: 4006.413574
	Iteration 39Q: 3 clusters Score -362039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -362041.593750 Penalty: 4006.413574
	Iteration 40F: 3 clusters Score -362041.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -362046.968750 Penalty: 4006.413574
	Iteration 41Q: 3 clusters Score -362047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -362051.937500 Penalty: 4006.413574
	Iteration 42Q: 3 clusters Score -362051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -362057.656250 Penalty: 4006.413574
	Iteration 43Q: 3 clusters Score -362057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -362063.375000 Penalty: 4006.413574
	Iteration 44Q: 3 clusters Score -362063.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -362067.187500 Penalty: 4006.413574
	Iteration 45Q: 3 clusters Score -362067.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -362072.781250 Penalty: 4006.413574
	Iteration 46Q: 3 clusters Score -362072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -362077.437500 Penalty: 4006.413574
	Iteration 47Q: 3 clusters Score -362077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -362082.843750 Penalty: 4006.413574
	Iteration 48Q: 3 clusters Score -362082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -362085.500000 Penalty: 4006.413574
	Iteration 49Q: 3 clusters Score -362085.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -362090.875000 Penalty: 4006.413574
	Iteration 50Q: 3 clusters Score -362090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -362096.937500 Penalty: 4006.413574
	Iteration 51Q: 3 clusters Score -362096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -362099.937500 Penalty: 4006.413574
	Iteration 52Q: 3 clusters Score -362099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -362102.406250 Penalty: 4006.413574
	Iteration 53Q: 3 clusters Score -362102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -362104.937500 Penalty: 4006.413574
	Iteration 54Q: 3 clusters Score -362104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -362107.031250 Penalty: 4006.413574
	Iteration 55Q: 3 clusters Score -362107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -362110.468750 Penalty: 4006.413574
	Iteration 56Q: 3 clusters Score -362110.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -362115.250000 Penalty: 4006.413574
	Iteration 57Q: 3 clusters Score -362115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -362121.718750 Penalty: 4006.413574
	Iteration 58Q: 3 clusters Score -362121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -362126.593750 Penalty: 4006.413574
	Iteration 59Q: 3 clusters Score -362126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -362130.000000 Penalty: 4006.413574
	Iteration 60F: 3 clusters Score -362130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -362132.437500 Penalty: 4006.413574
	Iteration 61Q: 3 clusters Score -362132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -362136.250000 Penalty: 4006.413574
	Iteration 62Q: 3 clusters Score -362136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -362139.781250 Penalty: 4006.413574
	Iteration 63Q: 3 clusters Score -362139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -362143.437500 Penalty: 4006.413574
	Iteration 64Q: 3 clusters Score -362143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -362145.781250 Penalty: 4006.413574
	Iteration 65Q: 3 clusters Score -362145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -362146.687500 Penalty: 4006.413574
	Iteration 66Q: 3 clusters Score -362146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -362148.437500 Penalty: 4006.413574
	Iteration 67Q: 3 clusters Score -362148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -362149.031250 Penalty: 4006.413574
	Iteration 68Q: 3 clusters Score -362149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -362150.031250 Penalty: 4006.413574
	Iteration 69Q: 3 clusters Score -362150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -362149.937500 Penalty: 4006.413574
	Iteration 70Q: 3 clusters Score -362149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -362151.937500 Penalty: 4006.413574
	Iteration 71Q: 3 clusters Score -362151.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -362154.156250 Penalty: 4006.413574
	Iteration 72Q: 3 clusters Score -362154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -362156.031250 Penalty: 4006.413574
	Iteration 73Q: 3 clusters Score -362156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -362157.125000 Penalty: 4006.413574
	Iteration 74Q: 3 clusters Score -362157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -362158.625000 Penalty: 4006.413574
	Iteration 75Q: 3 clusters Score -362158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -362160.375000 Penalty: 4006.413574
	Iteration 76Q: 3 clusters Score -362160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -362162.250000 Penalty: 4006.413574
	Iteration 77Q: 3 clusters Score -362162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -362162.718750 Penalty: 4006.413574
	Iteration 78Q: 3 clusters Score -362162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -362162.750000 Penalty: 4006.413574
	Iteration 79Q: 3 clusters Score -362162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -362162.750000 Penalty: 4006.413574
	Iteration 80F: 3 clusters Score -362162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Entering Unmasked Estep 
Score: -3180009.250000 Penalty: 2535.329834
	Iteration 0F: 2 clusters Score -3180009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3160951.000000 Penalty: 5070.659668
	Iteration 0F: 3 clusters Score -3160951 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3167915.750000 Penalty: 5070.659668
	Iteration 1F: 3 clusters Score -3167916 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3168588.500000 Penalty: 5070.659668
	Iteration 2F: 3 clusters Score -3168588 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3169261.250000 Penalty: 5070.659668
	Iteration 3F: 3 clusters Score -3169261 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3169949.250000 Penalty: 5070.659668
	Iteration 4F: 3 clusters Score -3169949 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3170666.250000 Penalty: 5070.659668
	Iteration 5F: 3 clusters Score -3170666 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3171367.750000 Penalty: 5070.659668
	Iteration 6F: 3 clusters Score -3171368 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3172032.250000 Penalty: 5070.659668
	Iteration 7Q: 3 clusters Score -3172032 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3172691.000000 Penalty: 5070.659668
	Iteration 8Q: 3 clusters Score -3172691 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3173257.750000 Penalty: 5070.659668
	Iteration 9Q: 3 clusters Score -3173258 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3173797.250000 Penalty: 5070.659668
	Iteration 10Q: 3 clusters Score -3173797 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3174333.000000 Penalty: 5070.659668
	Iteration 11Q: 3 clusters Score -3174333 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3174983.000000 Penalty: 5070.659668
	Iteration 12Q: 3 clusters Score -3174983 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3175637.250000 Penalty: 5070.659668
	Iteration 13Q: 3 clusters Score -3175637 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3176237.750000 Penalty: 5070.659668
	Iteration 14Q: 3 clusters Score -3176238 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3176681.500000 Penalty: 5070.659668
	Iteration 15Q: 3 clusters Score -3176682 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3176985.250000 Penalty: 5070.659668
	Iteration 16Q: 3 clusters Score -3176985 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3177156.500000 Penalty: 5070.659668
	Iteration 17Q: 3 clusters Score -3177156 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3177311.500000 Penalty: 5070.659668
	Iteration 18Q: 3 clusters Score -3177312 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3177406.250000 Penalty: 5070.659668
	Iteration 19Q: 3 clusters Score -3177406 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3177475.000000 Penalty: 5070.659668
	Iteration 20F: 3 clusters Score -3177475 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3177517.250000 Penalty: 5070.659668
	Iteration 21Q: 3 clusters Score -3177517 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3177558.000000 Penalty: 5070.659668
	Iteration 22Q: 3 clusters Score -3177558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3177590.250000 Penalty: 5070.659668
	Iteration 23Q: 3 clusters Score -3177590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3177611.750000 Penalty: 5070.659668
	Iteration 24Q: 3 clusters Score -3177612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3177636.750000 Penalty: 5070.659668
	Iteration 25Q: 3 clusters Score -3177637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3177659.000000 Penalty: 5070.659668
	Iteration 26Q: 3 clusters Score -3177659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3177672.000000 Penalty: 5070.659668
	Iteration 27Q: 3 clusters Score -3177672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3177676.250000 Penalty: 5070.659668
	Iteration 28Q: 3 clusters Score -3177676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3177688.000000 Penalty: 5070.659668
	Iteration 29Q: 3 clusters Score -3177688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3177691.250000 Penalty: 5070.659668
	Iteration 30Q: 3 clusters Score -3177691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3177683.250000 Penalty: 5070.659668
	Iteration 31Q: 3 clusters Score -3177683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3177702.250000 Penalty: 5070.659668
	Iteration 32Q: 3 clusters Score -3177702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3177711.250000 Penalty: 5070.659668
	Iteration 33Q: 3 clusters Score -3177711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3177721.500000 Penalty: 5070.659668
	Iteration 34Q: 3 clusters Score -3177722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3177718.500000 Penalty: 5070.659668
	Iteration 35Q: 3 clusters Score -3177718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3177729.250000 Penalty: 5070.659668
	Iteration 36Q: 3 clusters Score -3177729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3177723.750000 Penalty: 5070.659668
	Iteration 37Q: 3 clusters Score -3177724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3177729.750000 Penalty: 5070.659668
	Iteration 38Q: 3 clusters Score -3177730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3177731.250000 Penalty: 5070.659668
	Iteration 39Q: 3 clusters Score -3177731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3177735.000000 Penalty: 5070.659668
	Iteration 40F: 3 clusters Score -3177735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3177737.500000 Penalty: 5070.659668
	Iteration 41Q: 3 clusters Score -3177738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3177738.500000 Penalty: 5070.659668
	Iteration 42Q: 3 clusters Score -3177738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3177739.000000 Penalty: 5070.659668
	Iteration 43Q: 3 clusters Score -3177739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3177739.000000 Penalty: 5070.659668
	Iteration 44Q: 3 clusters Score -3177739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3177737.000000 Penalty: 5070.659668
	Iteration 45Q: 3 clusters Score -3177737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3177736.250000 Penalty: 5070.659668
	Iteration 46Q: 3 clusters Score -3177736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3177737.750000 Penalty: 5070.659668
	Iteration 47Q: 3 clusters Score -3177738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3177738.000000 Penalty: 5070.659668
	Iteration 48Q: 3 clusters Score -3177738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3177739.750000 Penalty: 5070.659668
	Iteration 49Q: 3 clusters Score -3177740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3177742.250000 Penalty: 5070.659668
	Iteration 50Q: 3 clusters Score -3177742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3177738.250000 Penalty: 5070.659668
	Iteration 51Q: 3 clusters Score -3177738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3177742.250000 Penalty: 5070.659668
	Iteration 52Q: 3 clusters Score -3177742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3177743.000000 Penalty: 5070.659668
	Iteration 53Q: 3 clusters Score -3177743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3177743.000000 Penalty: 5070.659668
	Iteration 54F: 3 clusters Score -3177743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Entering Unmasked Estep 
Score: -7230624.500000 Penalty: 2733.529053
	Iteration 0F: 2 clusters Score -7230624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7189583.000000 Penalty: 5467.058105
	Iteration 0F: 3 clusters Score -7189583 nChanged 28286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -7205227.500000 Penalty: 5467.058105
	Iteration 1F: 3 clusters Score -7205228 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -7205872.000000 Penalty: 5467.058105
	Iteration 2Q: 3 clusters Score -7205872 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7206654.500000 Penalty: 5467.058105
	Iteration 3Q: 3 clusters Score -7206654 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -7207725.500000 Penalty: 5467.058105
	Iteration 4Q: 3 clusters Score -7207726 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -7209166.500000 Penalty: 5467.058105
	Iteration 5Q: 3 clusters Score -7209166 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -7210948.500000 Penalty: 5467.058105
	Iteration 6Q: 3 clusters Score -7210948 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -7213047.500000 Penalty: 5467.058105
	Iteration 7F: 3 clusters Score -7213048 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -7215508.000000 Penalty: 5467.058105
	Iteration 8F: 3 clusters Score -7215508 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -7217783.500000 Penalty: 5467.058105
	Iteration 9F: 3 clusters Score -7217784 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -7219737.500000 Penalty: 5467.058105
	Iteration 10F: 3 clusters Score -7219738 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -7221124.500000 Penalty: 5467.058105
	Iteration 11Q: 3 clusters Score -7221124 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -7222333.500000 Penalty: 5467.058105
	Iteration 12Q: 3 clusters Score -7222334 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7223443.500000 Penalty: 5467.058105
	Iteration 13Q: 3 clusters Score -7223444 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -7224559.500000 Penalty: 5467.058105
	Iteration 14Q: 3 clusters Score -7224560 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -7225576.000000 Penalty: 5467.058105
	Iteration 15Q: 3 clusters Score -7225576 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -7226168.500000 Penalty: 5467.058105
	Iteration 16Q: 3 clusters Score -7226168 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -7226440.500000 Penalty: 5467.058105
	Iteration 17Q: 3 clusters Score -7226440 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -7226530.000000 Penalty: 5467.058105
	Iteration 18Q: 3 clusters Score -7226530 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -7226577.000000 Penalty: 5467.058105
	Iteration 19Q: 3 clusters Score -7226577 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -7226622.000000 Penalty: 5467.058105
	Iteration 20F: 3 clusters Score -7226622 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -7226624.000000 Penalty: 5467.058105
	Iteration 21Q: 3 clusters Score -7226624 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -7226638.000000 Penalty: 5467.058105
	Iteration 22Q: 3 clusters Score -7226638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -7226635.500000 Penalty: 5467.058105
	Iteration 23Q: 3 clusters Score -7226636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7226653.500000 Penalty: 5467.058105
	Iteration 24Q: 3 clusters Score -7226654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -7226663.000000 Penalty: 5467.058105
	Iteration 25Q: 3 clusters Score -7226663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -7226642.000000 Penalty: 5467.058105
	Iteration 26Q: 3 clusters Score -7226642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -7226654.000000 Penalty: 5467.058105
	Iteration 27Q: 3 clusters Score -7226654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -7226660.500000 Penalty: 5467.058105
	Iteration 28Q: 3 clusters Score -7226660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -7226672.500000 Penalty: 5467.058105
	Iteration 29Q: 3 clusters Score -7226672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -7226677.000000 Penalty: 5467.058105
	Iteration 30Q: 3 clusters Score -7226677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -7226691.000000 Penalty: 5467.058105
	Iteration 31Q: 3 clusters Score -7226691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -7226689.500000 Penalty: 5467.058105
	Iteration 32Q: 3 clusters Score -7226690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -7226684.500000 Penalty: 5467.058105
	Iteration 33Q: 3 clusters Score -7226684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -7226698.000000 Penalty: 5467.058105
	Iteration 34Q: 3 clusters Score -7226698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -7226692.000000 Penalty: 5467.058105
	Iteration 35Q: 3 clusters Score -7226692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -7226691.500000 Penalty: 5467.058105
	Iteration 36Q: 3 clusters Score -7226692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -7226681.500000 Penalty: 5467.058105
	Iteration 37Q: 3 clusters Score -7226682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -7226678.500000 Penalty: 5467.058105
	Iteration 38Q: 3 clusters Score -7226678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -7226678.000000 Penalty: 5467.058105
	Iteration 39Q: 3 clusters Score -7226678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -7226681.000000 Penalty: 5467.058105
	Iteration 40F: 3 clusters Score -7226681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -7226681.500000 Penalty: 5467.058105
	Iteration 41Q: 3 clusters Score -7226682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -7226678.000000 Penalty: 5467.058105
	Iteration 42Q: 3 clusters Score -7226678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -7226674.000000 Penalty: 5467.058105
	Iteration 43Q: 3 clusters Score -7226674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -7226681.000000 Penalty: 5467.058105
	Iteration 44Q: 3 clusters Score -7226681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -7226679.000000 Penalty: 5467.058105
	Iteration 45Q: 3 clusters Score -7226679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -7226678.500000 Penalty: 5467.058105
	Iteration 46Q: 3 clusters Score -7226678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -7226667.000000 Penalty: 5467.058105
	Iteration 47Q: 3 clusters Score -7226667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7226671.000000 Penalty: 5467.058105
	Iteration 48Q: 3 clusters Score -7226671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -7226668.000000 Penalty: 5467.058105
	Iteration 49Q: 3 clusters Score -7226668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7226671.500000 Penalty: 5467.058105
	Iteration 50Q: 3 clusters Score -7226672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -7226670.000000 Penalty: 5467.058105
	Iteration 51Q: 3 clusters Score -7226670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -7226666.500000 Penalty: 5467.058105
	Iteration 52Q: 3 clusters Score -7226666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7226659.500000 Penalty: 5467.058105
	Iteration 53Q: 3 clusters Score -7226660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -7226672.500000 Penalty: 5467.058105
	Iteration 54Q: 3 clusters Score -7226672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -7226663.500000 Penalty: 5467.058105
	Iteration 55Q: 3 clusters Score -7226664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -7226659.500000 Penalty: 5467.058105
	Iteration 56Q: 3 clusters Score -7226660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -7226671.000000 Penalty: 5467.058105
	Iteration 57Q: 3 clusters Score -7226671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -7226662.500000 Penalty: 5467.058105
	Iteration 58Q: 3 clusters Score -7226662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -7226658.000000 Penalty: 5467.058105
	Iteration 59Q: 3 clusters Score -7226658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -7226658.500000 Penalty: 5467.058105
	Iteration 60F: 3 clusters Score -7226658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -7226653.500000 Penalty: 5467.058105
	Iteration 61Q: 3 clusters Score -7226654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -7226653.000000 Penalty: 5467.058105
	Iteration 62Q: 3 clusters Score -7226653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7226643.500000 Penalty: 5467.058105
	Iteration 63Q: 3 clusters Score -7226644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7226651.500000 Penalty: 5467.058105
	Iteration 64Q: 3 clusters Score -7226652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -7226641.500000 Penalty: 5467.058105
	Iteration 65Q: 3 clusters Score -7226642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -7226651.500000 Penalty: 5467.058105
	Iteration 66Q: 3 clusters Score -7226652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -7226662.500000 Penalty: 5467.058105
	Iteration 67Q: 3 clusters Score -7226662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7226648.000000 Penalty: 5467.058105
	Iteration 68Q: 3 clusters Score -7226648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -7226630.500000 Penalty: 5467.058105
	Iteration 69Q: 3 clusters Score -7226630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -7226632.000000 Penalty: 5467.058105
	Iteration 70Q: 3 clusters Score -7226632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -7226652.000000 Penalty: 5467.058105
	Iteration 71Q: 3 clusters Score -7226652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -7226650.500000 Penalty: 5467.058105
	Iteration 72Q: 3 clusters Score -7226650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -7226654.000000 Penalty: 5467.058105
	Iteration 73Q: 3 clusters Score -7226654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -7226648.000000 Penalty: 5467.058105
	Iteration 74Q: 3 clusters Score -7226648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -7226648.000000 Penalty: 5467.058105
	Iteration 75Q: 3 clusters Score -7226648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -7226643.500000 Penalty: 5467.058105
	Iteration 76Q: 3 clusters Score -7226644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -7226648.000000 Penalty: 5467.058105
	Iteration 77Q: 3 clusters Score -7226648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -7226642.000000 Penalty: 5467.058105
	Iteration 78Q: 3 clusters Score -7226642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -7226648.000000 Penalty: 5467.058105
	Iteration 79Q: 3 clusters Score -7226648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -7226641.500000 Penalty: 5467.058105
	Iteration 80F: 3 clusters Score -7226642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Entering Unmasked Estep 
Score: -3763922.000000 Penalty: 2584.725830
	Iteration 0F: 2 clusters Score -3763922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3741019.000000 Penalty: 5169.451660
	Iteration 0F: 3 clusters Score -3741019 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3749358.500000 Penalty: 5169.451660
	Iteration 1F: 3 clusters Score -3749358 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3749984.250000 Penalty: 5169.451660
	Iteration 2Q: 3 clusters Score -3749984 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3750670.750000 Penalty: 5169.451660
	Iteration 3Q: 3 clusters Score -3750671 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3751478.000000 Penalty: 5169.451660
	Iteration 4F: 3 clusters Score -3751478 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3752536.000000 Penalty: 5169.451660
	Iteration 5F: 3 clusters Score -3752536 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3753900.000000 Penalty: 5169.451660
	Iteration 6F: 3 clusters Score -3753900 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3755529.000000 Penalty: 5169.451660
	Iteration 7F: 3 clusters Score -3755529 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3757240.750000 Penalty: 5169.451660
	Iteration 8F: 3 clusters Score -3757241 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3758726.000000 Penalty: 5169.451660
	Iteration 9F: 3 clusters Score -3758726 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3759804.500000 Penalty: 5169.451660
	Iteration 10Q: 3 clusters Score -3759804 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3760471.500000 Penalty: 5169.451660
	Iteration 11Q: 3 clusters Score -3760472 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3760911.750000 Penalty: 5169.451660
	Iteration 12Q: 3 clusters Score -3760912 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3761171.250000 Penalty: 5169.451660
	Iteration 13Q: 3 clusters Score -3761171 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3761326.250000 Penalty: 5169.451660
	Iteration 14Q: 3 clusters Score -3761326 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3761481.250000 Penalty: 5169.451660
	Iteration 15Q: 3 clusters Score -3761481 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3761610.500000 Penalty: 5169.451660
	Iteration 16Q: 3 clusters Score -3761610 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3761683.500000 Penalty: 5169.451660
	Iteration 17Q: 3 clusters Score -3761684 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3761776.500000 Penalty: 5169.451660
	Iteration 18Q: 3 clusters Score -3761776 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3761859.500000 Penalty: 5169.451660
	Iteration 19Q: 3 clusters Score -3761860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3761930.750000 Penalty: 5169.451660
	Iteration 20F: 3 clusters Score -3761931 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3761986.750000 Penalty: 5169.451660
	Iteration 21Q: 3 clusters Score -3761987 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3762070.250000 Penalty: 5169.451660
	Iteration 22Q: 3 clusters Score -3762070 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3762159.500000 Penalty: 5169.451660
	Iteration 23Q: 3 clusters Score -3762160 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3762210.250000 Penalty: 5169.451660
	Iteration 24Q: 3 clusters Score -3762210 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3762253.500000 Penalty: 5169.451660
	Iteration 25Q: 3 clusters Score -3762254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3762278.750000 Penalty: 5169.451660
	Iteration 26Q: 3 clusters Score -3762279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3762300.000000 Penalty: 5169.451660
	Iteration 27Q: 3 clusters Score -3762300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -3762337.250000 Penalty: 5169.451660
	Iteration 28Q: 3 clusters Score -3762337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3762364.500000 Penalty: 5169.451660
	Iteration 29Q: 3 clusters Score -3762364 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3762393.500000 Penalty: 5169.451660
	Iteration 30Q: 3 clusters Score -3762394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3762416.250000 Penalty: 5169.451660
	Iteration 31Q: 3 clusters Score -3762416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3762432.000000 Penalty: 5169.451660
	Iteration 32Q: 3 clusters Score -3762432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3762460.500000 Penalty: 5169.451660
	Iteration 33Q: 3 clusters Score -3762460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3762476.250000 Penalty: 5169.451660
	Iteration 34Q: 3 clusters Score -3762476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -3762488.500000 Penalty: 5169.451660
	Iteration 35Q: 3 clusters Score -3762488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3762503.250000 Penalty: 5169.451660
	Iteration 36Q: 3 clusters Score -3762503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3762536.000000 Penalty: 5169.451660
	Iteration 37Q: 3 clusters Score -3762536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3762545.250000 Penalty: 5169.451660
	Iteration 38Q: 3 clusters Score -3762545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3762557.000000 Penalty: 5169.451660
	Iteration 39Q: 3 clusters Score -3762557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3762569.500000 Penalty: 5169.451660
	Iteration 40F: 3 clusters Score -3762570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3762588.000000 Penalty: 5169.451660
	Iteration 41Q: 3 clusters Score -3762588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3762602.500000 Penalty: 5169.451660
	Iteration 42Q: 3 clusters Score -3762602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3762607.500000 Penalty: 5169.451660
	Iteration 43Q: 3 clusters Score -3762608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -3762616.250000 Penalty: 5169.451660
	Iteration 44Q: 3 clusters Score -3762616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3762629.750000 Penalty: 5169.451660
	Iteration 45Q: 3 clusters Score -3762630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3762638.750000 Penalty: 5169.451660
	Iteration 46Q: 3 clusters Score -3762639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3762648.250000 Penalty: 5169.451660
	Iteration 47Q: 3 clusters Score -3762648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3762656.500000 Penalty: 5169.451660
	Iteration 48Q: 3 clusters Score -3762656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -3762656.750000 Penalty: 5169.451660
	Iteration 49Q: 3 clusters Score -3762657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3762662.000000 Penalty: 5169.451660
	Iteration 50Q: 3 clusters Score -3762662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -3762659.000000 Penalty: 5169.451660
	Iteration 51Q: 3 clusters Score -3762659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -3762671.500000 Penalty: 5169.451660
	Iteration 52Q: 3 clusters Score -3762672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3762674.750000 Penalty: 5169.451660
	Iteration 53Q: 3 clusters Score -3762675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3762671.750000 Penalty: 5169.451660
	Iteration 54Q: 3 clusters Score -3762672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3762668.000000 Penalty: 5169.451660
	Iteration 55Q: 3 clusters Score -3762668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3762668.000000 Penalty: 5169.451660
	Iteration 56F: 3 clusters Score -3762668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -95723.781250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -95723.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93928.039062 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -93928.04 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -94309.234375 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -94309.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94430.757812 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -94430.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94474.953125 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -94474.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94493.289062 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -94493.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94502.929688 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -94502.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94508.046875 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -94508.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94513.875000 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -94513.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94516.648438 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -94516.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94517.773438 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -94517.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94521.109375 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -94521.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94525.062500 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -94525.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94526.539062 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -94526.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94526.539062 Penalty: 3365.090820
	Iteration 13F: 3 clusters Score -94526.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Entering Unmasked Estep 
Score: -1433971.375000 Penalty: 2339.166504
	Iteration 0F: 2 clusters Score -1433971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1424590.000000 Penalty: 4678.333008
	Iteration 0F: 3 clusters Score -1424590 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1427403.875000 Penalty: 4678.333008
	Iteration 1F: 3 clusters Score -1427404 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1427719.625000 Penalty: 4678.333008
	Iteration 2F: 3 clusters Score -1427720 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1427952.625000 Penalty: 4678.333008
	Iteration 3Q: 3 clusters Score -1427953 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1428139.750000 Penalty: 4678.333008
	Iteration 4Q: 3 clusters Score -1428140 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1428292.250000 Penalty: 4678.333008
	Iteration 5Q: 3 clusters Score -1428292 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1428447.500000 Penalty: 4678.333008
	Iteration 6Q: 3 clusters Score -1428448 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1428599.500000 Penalty: 4678.333008
	Iteration 7Q: 3 clusters Score -1428600 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1428748.250000 Penalty: 4678.333008
	Iteration 8Q: 3 clusters Score -1428748 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1428910.250000 Penalty: 4678.333008
	Iteration 9Q: 3 clusters Score -1428910 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1429087.375000 Penalty: 4678.333008
	Iteration 10Q: 3 clusters Score -1429087 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1429301.125000 Penalty: 4678.333008
	Iteration 11Q: 3 clusters Score -1429301 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1429521.125000 Penalty: 4678.333008
	Iteration 12Q: 3 clusters Score -1429521 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1429757.750000 Penalty: 4678.333008
	Iteration 13Q: 3 clusters Score -1429758 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1430016.125000 Penalty: 4678.333008
	Iteration 14Q: 3 clusters Score -1430016 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1430306.625000 Penalty: 4678.333008
	Iteration 15Q: 3 clusters Score -1430307 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1430597.000000 Penalty: 4678.333008
	Iteration 16Q: 3 clusters Score -1430597 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1430865.375000 Penalty: 4678.333008
	Iteration 17Q: 3 clusters Score -1430865 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1431112.625000 Penalty: 4678.333008
	Iteration 18Q: 3 clusters Score -1431113 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1431308.000000 Penalty: 4678.333008
	Iteration 19Q: 3 clusters Score -1431308 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1431455.000000 Penalty: 4678.333008
	Iteration 20F: 3 clusters Score -1431455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1431549.750000 Penalty: 4678.333008
	Iteration 21Q: 3 clusters Score -1431550 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1431626.625000 Penalty: 4678.333008
	Iteration 22Q: 3 clusters Score -1431627 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1431683.625000 Penalty: 4678.333008
	Iteration 23Q: 3 clusters Score -1431684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1431722.500000 Penalty: 4678.333008
	Iteration 24Q: 3 clusters Score -1431722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1431754.250000 Penalty: 4678.333008
	Iteration 25Q: 3 clusters Score -1431754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1431787.500000 Penalty: 4678.333008
	Iteration 26Q: 3 clusters Score -1431788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1431826.500000 Penalty: 4678.333008
	Iteration 27Q: 3 clusters Score -1431826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1431846.500000 Penalty: 4678.333008
	Iteration 28Q: 3 clusters Score -1431846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1431874.625000 Penalty: 4678.333008
	Iteration 29Q: 3 clusters Score -1431875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1431888.500000 Penalty: 4678.333008
	Iteration 30Q: 3 clusters Score -1431888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1431903.000000 Penalty: 4678.333008
	Iteration 31Q: 3 clusters Score -1431903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1431913.000000 Penalty: 4678.333008
	Iteration 32Q: 3 clusters Score -1431913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1431921.000000 Penalty: 4678.333008
	Iteration 33Q: 3 clusters Score -1431921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1431922.500000 Penalty: 4678.333008
	Iteration 34Q: 3 clusters Score -1431922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1431922.500000 Penalty: 4678.333008
	Iteration 35Q: 3 clusters Score -1431922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1431926.500000 Penalty: 4678.333008
	Iteration 36Q: 3 clusters Score -1431926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1431926.125000 Penalty: 4678.333008
	Iteration 37Q: 3 clusters Score -1431926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1431926.875000 Penalty: 4678.333008
	Iteration 38Q: 3 clusters Score -1431927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1431931.875000 Penalty: 4678.333008
	Iteration 39Q: 3 clusters Score -1431932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1431931.625000 Penalty: 4678.333008
	Iteration 40F: 3 clusters Score -1431932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1431931.500000 Penalty: 4678.333008
	Iteration 41Q: 3 clusters Score -1431932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1431931.125000 Penalty: 4678.333008
	Iteration 42Q: 3 clusters Score -1431931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1431933.250000 Penalty: 4678.333008
	Iteration 43Q: 3 clusters Score -1431933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1431934.500000 Penalty: 4678.333008
	Iteration 44Q: 3 clusters Score -1431934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1431933.875000 Penalty: 4678.333008
	Iteration 45Q: 3 clusters Score -1431934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1431935.000000 Penalty: 4678.333008
	Iteration 46Q: 3 clusters Score -1431935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1431935.375000 Penalty: 4678.333008
	Iteration 47Q: 3 clusters Score -1431935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1431933.625000 Penalty: 4678.333008
	Iteration 48Q: 3 clusters Score -1431934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1431933.625000 Penalty: 4678.333008
	Iteration 49F: 3 clusters Score -1431934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -1035508.187500 Penalty: 2262.134277
	Iteration 0F: 2 clusters Score -1035508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1028356.000000 Penalty: 4524.268555
	Iteration 0F: 3 clusters Score -1028356 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1030329.437500 Penalty: 4524.268555
	Iteration 1F: 3 clusters Score -1030329 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1030602.187500 Penalty: 4524.268555
	Iteration 2F: 3 clusters Score -1030602 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1030802.437500 Penalty: 4524.268555
	Iteration 3F: 3 clusters Score -1030802 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1030960.875000 Penalty: 4524.268555
	Iteration 4Q: 3 clusters Score -1030961 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1031085.937500 Penalty: 4524.268555
	Iteration 5Q: 3 clusters Score -1031086 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1031189.000000 Penalty: 4524.268555
	Iteration 6Q: 3 clusters Score -1031189 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1031300.312500 Penalty: 4524.268555
	Iteration 7Q: 3 clusters Score -1031300 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1031411.687500 Penalty: 4524.268555
	Iteration 8Q: 3 clusters Score -1031412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1031542.125000 Penalty: 4524.268555
	Iteration 9Q: 3 clusters Score -1031542 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1031680.750000 Penalty: 4524.268555
	Iteration 10Q: 3 clusters Score -1031681 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1031828.500000 Penalty: 4524.268555
	Iteration 11Q: 3 clusters Score -1031828 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1031983.562500 Penalty: 4524.268555
	Iteration 12Q: 3 clusters Score -1031984 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1032147.312500 Penalty: 4524.268555
	Iteration 13Q: 3 clusters Score -1032147 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1032299.062500 Penalty: 4524.268555
	Iteration 14Q: 3 clusters Score -1032299 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1032475.125000 Penalty: 4524.268555
	Iteration 15Q: 3 clusters Score -1032475 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1032648.812500 Penalty: 4524.268555
	Iteration 16Q: 3 clusters Score -1032649 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1032812.062500 Penalty: 4524.268555
	Iteration 17Q: 3 clusters Score -1032812 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1032976.875000 Penalty: 4524.268555
	Iteration 18Q: 3 clusters Score -1032977 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1033142.250000 Penalty: 4524.268555
	Iteration 19Q: 3 clusters Score -1033142 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1033263.937500 Penalty: 4524.268555
	Iteration 20F: 3 clusters Score -1033264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1033343.312500 Penalty: 4524.268555
	Iteration 21Q: 3 clusters Score -1033343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1033397.187500 Penalty: 4524.268555
	Iteration 22Q: 3 clusters Score -1033397 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1033455.687500 Penalty: 4524.268555
	Iteration 23Q: 3 clusters Score -1033456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1033515.000000 Penalty: 4524.268555
	Iteration 24Q: 3 clusters Score -1033515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1033558.750000 Penalty: 4524.268555
	Iteration 25Q: 3 clusters Score -1033559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1033582.375000 Penalty: 4524.268555
	Iteration 26Q: 3 clusters Score -1033582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1033603.625000 Penalty: 4524.268555
	Iteration 27Q: 3 clusters Score -1033604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1033626.375000 Penalty: 4524.268555
	Iteration 28Q: 3 clusters Score -1033626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1033646.250000 Penalty: 4524.268555
	Iteration 29Q: 3 clusters Score -1033646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1033663.562500 Penalty: 4524.268555
	Iteration 30Q: 3 clusters Score -1033664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1033680.687500 Penalty: 4524.268555
	Iteration 31Q: 3 clusters Score -1033681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1033691.000000 Penalty: 4524.268555
	Iteration 32Q: 3 clusters Score -1033691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1033694.375000 Penalty: 4524.268555
	Iteration 33Q: 3 clusters Score -1033694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1033700.375000 Penalty: 4524.268555
	Iteration 34Q: 3 clusters Score -1033700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1033703.937500 Penalty: 4524.268555
	Iteration 35Q: 3 clusters Score -1033704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1033703.437500 Penalty: 4524.268555
	Iteration 36Q: 3 clusters Score -1033703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1033703.437500 Penalty: 4524.268555
	Iteration 37F: 3 clusters Score -1033703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -71348.789062 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -71348.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69696.703125 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -69696.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69977.585938 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -69977.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70055.703125 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -70055.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70115.601562 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -70115.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70154.976562 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -70154.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70214.820312 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -70214.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70280.960938 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -70280.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70339.984375 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -70339.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70401.296875 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -70401.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70437.664062 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -70437.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70475.132812 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -70475.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -70535.976562 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -70535.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70612.523438 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -70612.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -70658.835938 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -70658.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -70682.445312 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -70682.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70695.085938 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -70695.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -70720.382812 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -70720.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70741.453125 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -70741.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -70751.953125 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -70751.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70757.937500 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -70757.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70763.015625 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -70763.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70812.546875 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -70812.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -70845.554688 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -70845.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70879.046875 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -70879.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70908.398438 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -70908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70925.304688 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -70925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -70933.625000 Penalty: 3222.400391
	Iteration 26Q: 3 clusters Score -70933.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -70933.625000 Penalty: 3222.400391
	Iteration 27F: 3 clusters Score -70933.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -76072.726562 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -76072.73 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 367 members 
Entering Unmasked Estep 
Score: -74363.953125 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -74363.95 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74663.007812 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -74663.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74717.492188 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -74717.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74743.125000 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -74743.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74764.835938 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -74764.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74768.164062 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -74768.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74769.695312 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -74769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74770.640625 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -74770.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74770.640625 Penalty: 3276.898682
	Iteration 8F: 3 clusters Score -74770.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247068 members 
Mstep: Class 3 contains 164644 members 
Mstep: Class 4 contains 16269 members 
Mstep: Class 5 contains 46785 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156603 members 
Mstep: Class 10 contains 10325 members 
Mstep: Class 11 contains 93500 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 89242 members 
Mstep: Class 14 contains 111493 members 
Mstep: Class 15 contains 33956 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17900 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129446 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168094 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22059 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27532 members 
Mstep: Class 34 contains 61224 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12483 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596592.000000 Penalty: 142798.250000
Iteration 279Q: 41 clusters Score -2.055966e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247072 members 
Mstep: Class 3 contains 164655 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 46785 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156606 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 93503 members 
Mstep: Class 12 contains 14404 members 
Mstep: Class 13 contains 89233 members 
Mstep: Class 14 contains 111476 members 
Mstep: Class 15 contains 33960 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17901 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129452 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 168092 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22058 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61222 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12483 members 
Mstep: Class 38 contains 9151 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596592.000000 Penalty: 142798.250000
Iteration 280F: 41 clusters Score -2.055966e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247078 members 
Mstep: Class 3 contains 164646 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 46786 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156619 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93503 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 89221 members 
Mstep: Class 14 contains 111461 members 
Mstep: Class 15 contains 33962 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17903 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129456 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168094 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22056 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80413 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61223 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12483 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596720.000000 Penalty: 142798.250000
Iteration 281Q: 41 clusters Score -2.055967e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247088 members 
Mstep: Class 3 contains 164656 members 
Mstep: Class 4 contains 16269 members 
Mstep: Class 5 contains 46790 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156625 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93499 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 89209 members 
Mstep: Class 14 contains 111449 members 
Mstep: Class 15 contains 33961 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17904 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129460 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168098 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22054 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80413 members 
Mstep: Class 31 contains 8697 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61218 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9155 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596736.000000 Penalty: 142798.250000
Iteration 282Q: 41 clusters Score -2.055967e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247092 members 
Mstep: Class 3 contains 164661 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 46793 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156632 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93501 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 89200 members 
Mstep: Class 14 contains 111443 members 
Mstep: Class 15 contains 33963 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17906 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129467 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168098 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22050 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61208 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9156 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596624.000000 Penalty: 142798.250000
Iteration 283Q: 41 clusters Score -2.055966e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247098 members 
Mstep: Class 3 contains 164664 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156636 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93499 members 
Mstep: Class 12 contains 14404 members 
Mstep: Class 13 contains 89191 members 
Mstep: Class 14 contains 111439 members 
Mstep: Class 15 contains 33963 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17905 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129470 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168100 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22046 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61204 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596576.000000 Penalty: 142798.250000
Iteration 284Q: 41 clusters Score -2.055966e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247106 members 
Mstep: Class 3 contains 164655 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 38129 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156648 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93499 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 89183 members 
Mstep: Class 14 contains 111436 members 
Mstep: Class 15 contains 33963 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17907 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129472 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168102 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61201 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596560.000000 Penalty: 142798.250000
Iteration 285Q: 41 clusters Score -2.055966e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247113 members 
Mstep: Class 3 contains 164659 members 
Mstep: Class 4 contains 16272 members 
Mstep: Class 5 contains 46794 members 
Mstep: Class 6 contains 38129 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156650 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93499 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 89171 members 
Mstep: Class 14 contains 111434 members 
Mstep: Class 15 contains 33963 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17907 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129478 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168104 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61201 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596560.000000 Penalty: 142798.250000
Iteration 286Q: 41 clusters Score -2.055966e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247127 members 
Mstep: Class 3 contains 164651 members 
Mstep: Class 4 contains 16273 members 
Mstep: Class 5 contains 46794 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156664 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93499 members 
Mstep: Class 12 contains 14396 members 
Mstep: Class 13 contains 89147 members 
Mstep: Class 14 contains 111428 members 
Mstep: Class 15 contains 33965 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17906 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129486 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168105 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22041 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61198 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596768.000000 Penalty: 142798.250000
Iteration 287Q: 41 clusters Score -2.055968e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247139 members 
Mstep: Class 3 contains 164647 members 
Mstep: Class 4 contains 16273 members 
Mstep: Class 5 contains 46794 members 
Mstep: Class 6 contains 38129 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156670 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93495 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 89130 members 
Mstep: Class 14 contains 111429 members 
Mstep: Class 15 contains 33964 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 14295 members 
Mstep: Class 20 contains 17908 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129493 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168107 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22038 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61195 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12485 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596768.000000 Penalty: 142798.250000
Iteration 288Q: 41 clusters Score -2.055968e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247142 members 
Mstep: Class 3 contains 164649 members 
Mstep: Class 4 contains 16273 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156670 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93493 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 89109 members 
Mstep: Class 14 contains 111429 members 
Mstep: Class 15 contains 33964 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 14296 members 
Mstep: Class 20 contains 17909 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129504 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168108 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80413 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596784.000000 Penalty: 142798.250000
Iteration 289Q: 41 clusters Score -2.055968e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 247154 members 
Mstep: Class 3 contains 164651 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156667 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 93492 members 
Mstep: Class 12 contains 14392 members 
Mstep: Class 13 contains 89087 members 
Mstep: Class 14 contains 111429 members 
Mstep: Class 15 contains 33963 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 14298 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129509 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168111 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22036 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80415 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9157 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596640.000000 Penalty: 142798.250000
Iteration 290Q: 41 clusters Score -2.055966e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 247167 members 
Mstep: Class 3 contains 164659 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 46794 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156665 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93487 members 
Mstep: Class 12 contains 14390 members 
Mstep: Class 13 contains 89065 members 
Mstep: Class 14 contains 111426 members 
Mstep: Class 15 contains 33961 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 14297 members 
Mstep: Class 20 contains 17912 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129517 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168119 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22032 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9157 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596592.000000 Penalty: 142798.250000
Iteration 291Q: 41 clusters Score -2.055966e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 247183 members 
Mstep: Class 3 contains 164665 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 46793 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156661 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 93486 members 
Mstep: Class 12 contains 14387 members 
Mstep: Class 13 contains 89043 members 
Mstep: Class 14 contains 111427 members 
Mstep: Class 15 contains 33960 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 14295 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129522 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168125 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22030 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61190 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596560.000000 Penalty: 142798.250000
Iteration 292Q: 41 clusters Score -2.055966e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 247188 members 
Mstep: Class 3 contains 164672 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46793 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156661 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 93486 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 89024 members 
Mstep: Class 14 contains 111425 members 
Mstep: Class 15 contains 33959 members 
Mstep: Class 16 contains 37568 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17909 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129529 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 168129 members 
Mstep: Class 26 contains 68134 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61190 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12485 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596480.000000 Penalty: 142798.250000
Iteration 293Q: 41 clusters Score -2.055965e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247196 members 
Mstep: Class 3 contains 164667 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46793 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156669 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93484 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 89005 members 
Mstep: Class 14 contains 111421 members 
Mstep: Class 15 contains 33959 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17908 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129537 members 
Mstep: Class 24 contains 7046 members 
Mstep: Class 25 contains 168134 members 
Mstep: Class 26 contains 68133 members 
Mstep: Class 27 contains 22036 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12486 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596336.000000 Penalty: 142798.250000
Iteration 294Q: 41 clusters Score -2.055963e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247205 members 
Mstep: Class 3 contains 164663 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46793 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156669 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93483 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88979 members 
Mstep: Class 14 contains 111417 members 
Mstep: Class 15 contains 33958 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8552 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129548 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 168140 members 
Mstep: Class 26 contains 68134 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33602 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12486 members 
Mstep: Class 38 contains 9159 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596320.000000 Penalty: 142798.250000
Iteration 295Q: 41 clusters Score -2.055963e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247224 members 
Mstep: Class 3 contains 164660 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156672 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93482 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88943 members 
Mstep: Class 14 contains 111415 members 
Mstep: Class 15 contains 33959 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8551 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17911 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129560 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168144 members 
Mstep: Class 26 contains 68136 members 
Mstep: Class 27 contains 22032 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80418 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61193 members 
Mstep: Class 35 contains 33598 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12488 members 
Mstep: Class 38 contains 9159 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596336.000000 Penalty: 142798.250000
Iteration 296Q: 41 clusters Score -2.055963e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247244 members 
Mstep: Class 3 contains 164649 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156682 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93483 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88910 members 
Mstep: Class 14 contains 111414 members 
Mstep: Class 15 contains 33961 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17912 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129568 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168146 members 
Mstep: Class 26 contains 68136 members 
Mstep: Class 27 contains 22030 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80418 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27533 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12489 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596464.000000 Penalty: 142798.250000
Iteration 297Q: 41 clusters Score -2.055965e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247257 members 
Mstep: Class 3 contains 164644 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156695 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93480 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88878 members 
Mstep: Class 14 contains 111409 members 
Mstep: Class 15 contains 33962 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17914 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129581 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168149 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22030 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27535 members 
Mstep: Class 34 contains 61187 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12489 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596576.000000 Penalty: 142798.250000
Iteration 298Q: 41 clusters Score -2.055966e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247280 members 
Mstep: Class 3 contains 164632 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156706 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93479 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88840 members 
Mstep: Class 14 contains 111410 members 
Mstep: Class 15 contains 33961 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17915 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129590 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168152 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27535 members 
Mstep: Class 34 contains 61188 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12489 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596560.000000 Penalty: 142798.250000
Iteration 299Q: 41 clusters Score -2.055966e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247303 members 
Mstep: Class 3 contains 164633 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156710 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 93478 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88802 members 
Mstep: Class 14 contains 111405 members 
Mstep: Class 15 contains 33962 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 14294 members 
Mstep: Class 20 contains 17916 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129596 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168156 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27535 members 
Mstep: Class 34 contains 61188 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12489 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596352.000000 Penalty: 142798.250000
Iteration 300F: 41 clusters Score -2.055964e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247322 members 
Mstep: Class 3 contains 164632 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156721 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 93475 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88769 members 
Mstep: Class 14 contains 111401 members 
Mstep: Class 15 contains 33961 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129604 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168159 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27536 members 
Mstep: Class 34 contains 61187 members 
Mstep: Class 35 contains 33600 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12490 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 301Q: 41 clusters Score -2.055964e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247339 members 
Mstep: Class 3 contains 164625 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156731 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 93470 members 
Mstep: Class 12 contains 14387 members 
Mstep: Class 13 contains 88737 members 
Mstep: Class 14 contains 111402 members 
Mstep: Class 15 contains 33960 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129612 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 168161 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80415 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27536 members 
Mstep: Class 34 contains 61187 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596720.000000 Penalty: 142798.250000
Iteration 302Q: 41 clusters Score -2.055967e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247363 members 
Mstep: Class 3 contains 164619 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156737 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 93467 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 88706 members 
Mstep: Class 14 contains 111402 members 
Mstep: Class 15 contains 33962 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129621 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 168163 members 
Mstep: Class 26 contains 68142 members 
Mstep: Class 27 contains 22035 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80414 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27536 members 
Mstep: Class 34 contains 61186 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596784.000000 Penalty: 142798.250000
Iteration 303Q: 41 clusters Score -2.055968e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247394 members 
Mstep: Class 3 contains 164618 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46796 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156746 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93461 members 
Mstep: Class 12 contains 14385 members 
Mstep: Class 13 contains 88666 members 
Mstep: Class 14 contains 111400 members 
Mstep: Class 15 contains 33964 members 
Mstep: Class 16 contains 37573 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129632 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168164 members 
Mstep: Class 26 contains 68146 members 
Mstep: Class 27 contains 22036 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80415 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27536 members 
Mstep: Class 34 contains 61185 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596736.000000 Penalty: 142798.250000
Iteration 304Q: 41 clusters Score -2.055967e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247416 members 
Mstep: Class 3 contains 164625 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46797 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156745 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93459 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 88628 members 
Mstep: Class 14 contains 111399 members 
Mstep: Class 15 contains 33968 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129643 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168165 members 
Mstep: Class 26 contains 68148 members 
Mstep: Class 27 contains 22035 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80415 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27537 members 
Mstep: Class 34 contains 61183 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12491 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596960.000000 Penalty: 142798.250000
Iteration 305Q: 41 clusters Score -2.05597e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247443 members 
Mstep: Class 3 contains 164629 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46797 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156742 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 93459 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 88588 members 
Mstep: Class 14 contains 111396 members 
Mstep: Class 15 contains 33972 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129652 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168168 members 
Mstep: Class 26 contains 68148 members 
Mstep: Class 27 contains 22035 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80415 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27538 members 
Mstep: Class 34 contains 61184 members 
Mstep: Class 35 contains 33599 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12491 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596928.000000 Penalty: 142798.250000
Iteration 306Q: 41 clusters Score -2.055969e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247461 members 
Mstep: Class 3 contains 164627 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46797 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156746 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93458 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 88563 members 
Mstep: Class 14 contains 111395 members 
Mstep: Class 15 contains 33974 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129655 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168169 members 
Mstep: Class 26 contains 68149 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80414 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27540 members 
Mstep: Class 34 contains 61181 members 
Mstep: Class 35 contains 33597 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596944.000000 Penalty: 142798.250000
Iteration 307Q: 41 clusters Score -2.055969e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247478 members 
Mstep: Class 3 contains 164619 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 46798 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156762 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93459 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88548 members 
Mstep: Class 14 contains 111394 members 
Mstep: Class 15 contains 33975 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17915 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129653 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168171 members 
Mstep: Class 26 contains 68148 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80414 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27541 members 
Mstep: Class 34 contains 61175 members 
Mstep: Class 35 contains 33595 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596800.000000 Penalty: 142798.250000
Iteration 308Q: 41 clusters Score -2.055968e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247487 members 
Mstep: Class 3 contains 164607 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 46798 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156780 members 
Mstep: Class 10 contains 10318 members 
Mstep: Class 11 contains 93456 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88537 members 
Mstep: Class 14 contains 111395 members 
Mstep: Class 15 contains 33975 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17915 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129654 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168172 members 
Mstep: Class 26 contains 68148 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27544 members 
Mstep: Class 34 contains 61170 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12494 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596752.000000 Penalty: 142798.250000
Iteration 309Q: 41 clusters Score -2.055968e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247496 members 
Mstep: Class 3 contains 164606 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46798 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156787 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 93451 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88520 members 
Mstep: Class 14 contains 111395 members 
Mstep: Class 15 contains 33975 members 
Mstep: Class 16 contains 37572 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129655 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168173 members 
Mstep: Class 26 contains 68148 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27546 members 
Mstep: Class 34 contains 61168 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12495 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596704.000000 Penalty: 142798.250000
Iteration 310Q: 41 clusters Score -2.055967e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247510 members 
Mstep: Class 3 contains 164582 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46798 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156812 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 93446 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88504 members 
Mstep: Class 14 contains 111394 members 
Mstep: Class 15 contains 33975 members 
Mstep: Class 16 contains 37573 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129661 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168178 members 
Mstep: Class 26 contains 68147 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27545 members 
Mstep: Class 34 contains 61166 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12494 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596624.000000 Penalty: 142798.250000
Iteration 311Q: 41 clusters Score -2.055966e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 247522 members 
Mstep: Class 3 contains 164560 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46799 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156829 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 93446 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88491 members 
Mstep: Class 14 contains 111394 members 
Mstep: Class 15 contains 33976 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 129664 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168178 members 
Mstep: Class 26 contains 68144 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27545 members 
Mstep: Class 34 contains 61165 members 
Mstep: Class 35 contains 33592 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596576.000000 Penalty: 142798.250000
Iteration 312Q: 41 clusters Score -2.055966e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 247542 members 
Mstep: Class 3 contains 164540 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 46800 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156846 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 93447 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88460 members 
Mstep: Class 14 contains 111395 members 
Mstep: Class 15 contains 33976 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 129672 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 168179 members 
Mstep: Class 26 contains 68143 members 
Mstep: Class 27 contains 22032 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27545 members 
Mstep: Class 34 contains 61162 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12494 members 
Mstep: Class 38 contains 9162 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596528.000000 Penalty: 142798.250000
Iteration 313Q: 41 clusters Score -2.055965e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 247557 members 
Mstep: Class 3 contains 164525 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 46799 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156863 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 93446 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88438 members 
Mstep: Class 14 contains 111393 members 
Mstep: Class 15 contains 33976 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129684 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168179 members 
Mstep: Class 26 contains 68142 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27546 members 
Mstep: Class 34 contains 61162 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 9162 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596560.000000 Penalty: 142798.250000
Iteration 314Q: 41 clusters Score -2.055966e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 247573 members 
Mstep: Class 3 contains 164507 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 46802 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156873 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93446 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88410 members 
Mstep: Class 14 contains 111392 members 
Mstep: Class 15 contains 33979 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17920 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129696 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168177 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80418 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27549 members 
Mstep: Class 34 contains 61165 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 9162 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596528.000000 Penalty: 142798.250000
Iteration 315Q: 41 clusters Score -2.055965e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 247590 members 
Mstep: Class 3 contains 164485 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46805 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156886 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93446 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88387 members 
Mstep: Class 14 contains 111390 members 
Mstep: Class 15 contains 33981 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129704 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27549 members 
Mstep: Class 34 contains 61167 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 9161 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 316Q: 41 clusters Score -2.055964e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 247606 members 
Mstep: Class 3 contains 164464 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46806 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156903 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93441 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88367 members 
Mstep: Class 14 contains 111390 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8543 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129715 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80417 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27549 members 
Mstep: Class 34 contains 61166 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596304.000000 Penalty: 142798.250000
Iteration 317Q: 41 clusters Score -2.055963e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 247625 members 
Mstep: Class 3 contains 164446 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46808 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156926 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93435 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88345 members 
Mstep: Class 14 contains 111391 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14291 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129723 members 
Mstep: Class 24 contains 7053 members 
Mstep: Class 25 contains 168183 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80416 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27549 members 
Mstep: Class 34 contains 61164 members 
Mstep: Class 35 contains 33591 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 9161 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596400.000000 Penalty: 142798.250000
Iteration 318Q: 41 clusters Score -2.055964e+08 nChanged 66
Entering ConstructFrom: 
Score: -205596400.000000 Penalty: 142798.250000
Entering ConstructFrom: 
Trying to split cluster 1 (18819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Entering Unmasked Estep 
Score: -2141070.000000 Penalty: 2440.970459
	Iteration 0F: 2 clusters Score -2141070 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 9521 members 
Entering Unmasked Estep 
Score: -2127695.250000 Penalty: 4881.940918
	Iteration 0F: 3 clusters Score -2127695 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2132333.250000 Penalty: 4881.940918
	Iteration 1F: 3 clusters Score -2132333 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2132945.000000 Penalty: 4881.940918
	Iteration 2F: 3 clusters Score -2132945 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2133460.250000 Penalty: 4881.940918
	Iteration 3F: 3 clusters Score -2133460 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2133962.250000 Penalty: 4881.940918
	Iteration 4F: 3 clusters Score -2133962 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2134403.250000 Penalty: 4881.940918
	Iteration 5Q: 3 clusters Score -2134403 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2134905.500000 Penalty: 4881.940918
	Iteration 6Q: 3 clusters Score -2134906 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2135419.750000 Penalty: 4881.940918
	Iteration 7Q: 3 clusters Score -2135420 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2135841.500000 Penalty: 4881.940918
	Iteration 8Q: 3 clusters Score -2135842 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2136221.500000 Penalty: 4881.940918
	Iteration 9Q: 3 clusters Score -2136222 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2136542.000000 Penalty: 4881.940918
	Iteration 10Q: 3 clusters Score -2136542 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2136834.750000 Penalty: 4881.940918
	Iteration 11Q: 3 clusters Score -2136835 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2137143.250000 Penalty: 4881.940918
	Iteration 12Q: 3 clusters Score -2137143 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2137481.250000 Penalty: 4881.940918
	Iteration 13Q: 3 clusters Score -2137481 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2137829.250000 Penalty: 4881.940918
	Iteration 14Q: 3 clusters Score -2137829 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2138149.500000 Penalty: 4881.940918
	Iteration 15Q: 3 clusters Score -2138150 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2138381.500000 Penalty: 4881.940918
	Iteration 16Q: 3 clusters Score -2138382 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2138535.750000 Penalty: 4881.940918
	Iteration 17Q: 3 clusters Score -2138536 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2138621.500000 Penalty: 4881.940918
	Iteration 18Q: 3 clusters Score -2138622 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2138685.250000 Penalty: 4881.940918
	Iteration 19Q: 3 clusters Score -2138685 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2138733.750000 Penalty: 4881.940918
	Iteration 20F: 3 clusters Score -2138734 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2138756.750000 Penalty: 4881.940918
	Iteration 21Q: 3 clusters Score -2138757 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2138791.750000 Penalty: 4881.940918
	Iteration 22Q: 3 clusters Score -2138792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2138812.250000 Penalty: 4881.940918
	Iteration 23Q: 3 clusters Score -2138812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2138828.750000 Penalty: 4881.940918
	Iteration 24Q: 3 clusters Score -2138829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2138839.500000 Penalty: 4881.940918
	Iteration 25Q: 3 clusters Score -2138840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2138852.000000 Penalty: 4881.940918
	Iteration 26Q: 3 clusters Score -2138852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2138864.750000 Penalty: 4881.940918
	Iteration 27Q: 3 clusters Score -2138865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2138876.000000 Penalty: 4881.940918
	Iteration 28Q: 3 clusters Score -2138876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2138883.750000 Penalty: 4881.940918
	Iteration 29Q: 3 clusters Score -2138884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2138893.750000 Penalty: 4881.940918
	Iteration 30Q: 3 clusters Score -2138894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2138908.250000 Penalty: 4881.940918
	Iteration 31Q: 3 clusters Score -2138908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2138917.000000 Penalty: 4881.940918
	Iteration 32Q: 3 clusters Score -2138917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2138930.250000 Penalty: 4881.940918
	Iteration 33Q: 3 clusters Score -2138930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2138944.750000 Penalty: 4881.940918
	Iteration 34Q: 3 clusters Score -2138945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2138952.500000 Penalty: 4881.940918
	Iteration 35Q: 3 clusters Score -2138952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2138972.250000 Penalty: 4881.940918
	Iteration 36Q: 3 clusters Score -2138972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2138981.500000 Penalty: 4881.940918
	Iteration 37Q: 3 clusters Score -2138982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2138985.250000 Penalty: 4881.940918
	Iteration 38Q: 3 clusters Score -2138985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2138999.750000 Penalty: 4881.940918
	Iteration 39Q: 3 clusters Score -2139000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2139009.500000 Penalty: 4881.940918
	Iteration 40F: 3 clusters Score -2139010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2139021.250000 Penalty: 4881.940918
	Iteration 41Q: 3 clusters Score -2139021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2139034.500000 Penalty: 4881.940918
	Iteration 42Q: 3 clusters Score -2139034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2139038.000000 Penalty: 4881.940918
	Iteration 43Q: 3 clusters Score -2139038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2139041.500000 Penalty: 4881.940918
	Iteration 44Q: 3 clusters Score -2139042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2139053.000000 Penalty: 4881.940918
	Iteration 45Q: 3 clusters Score -2139053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2139057.000000 Penalty: 4881.940918
	Iteration 46Q: 3 clusters Score -2139057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2139062.750000 Penalty: 4881.940918
	Iteration 47Q: 3 clusters Score -2139063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2139063.250000 Penalty: 4881.940918
	Iteration 48Q: 3 clusters Score -2139063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2139065.000000 Penalty: 4881.940918
	Iteration 49Q: 3 clusters Score -2139065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2139078.250000 Penalty: 4881.940918
	Iteration 50Q: 3 clusters Score -2139078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2139086.500000 Penalty: 4881.940918
	Iteration 51Q: 3 clusters Score -2139086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2139088.500000 Penalty: 4881.940918
	Iteration 52Q: 3 clusters Score -2139088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2139093.250000 Penalty: 4881.940918
	Iteration 53Q: 3 clusters Score -2139093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2139098.000000 Penalty: 4881.940918
	Iteration 54Q: 3 clusters Score -2139098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2139100.000000 Penalty: 4881.940918
	Iteration 55Q: 3 clusters Score -2139100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2139104.000000 Penalty: 4881.940918
	Iteration 56Q: 3 clusters Score -2139104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2139109.000000 Penalty: 4881.940918
	Iteration 57Q: 3 clusters Score -2139109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2139113.250000 Penalty: 4881.940918
	Iteration 58Q: 3 clusters Score -2139113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2139120.500000 Penalty: 4881.940918
	Iteration 59Q: 3 clusters Score -2139120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2139121.500000 Penalty: 4881.940918
	Iteration 60F: 3 clusters Score -2139122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2139127.750000 Penalty: 4881.940918
	Iteration 61Q: 3 clusters Score -2139128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2139129.000000 Penalty: 4881.940918
	Iteration 62Q: 3 clusters Score -2139129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2139132.250000 Penalty: 4881.940918
	Iteration 63Q: 3 clusters Score -2139132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2139139.750000 Penalty: 4881.940918
	Iteration 64Q: 3 clusters Score -2139140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2139142.000000 Penalty: 4881.940918
	Iteration 65Q: 3 clusters Score -2139142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2139147.500000 Penalty: 4881.940918
	Iteration 66Q: 3 clusters Score -2139148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2139145.500000 Penalty: 4881.940918
	Iteration 67Q: 3 clusters Score -2139146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2139152.000000 Penalty: 4881.940918
	Iteration 68Q: 3 clusters Score -2139152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2139153.500000 Penalty: 4881.940918
	Iteration 69Q: 3 clusters Score -2139154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2139154.250000 Penalty: 4881.940918
	Iteration 70Q: 3 clusters Score -2139154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2139156.500000 Penalty: 4881.940918
	Iteration 71Q: 3 clusters Score -2139156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2139162.250000 Penalty: 4881.940918
	Iteration 72Q: 3 clusters Score -2139162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2139166.250000 Penalty: 4881.940918
	Iteration 73Q: 3 clusters Score -2139166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2139169.000000 Penalty: 4881.940918
	Iteration 74Q: 3 clusters Score -2139169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2139175.250000 Penalty: 4881.940918
	Iteration 75Q: 3 clusters Score -2139175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2139179.750000 Penalty: 4881.940918
	Iteration 76Q: 3 clusters Score -2139180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2139179.250000 Penalty: 4881.940918
	Iteration 77Q: 3 clusters Score -2139179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2139184.750000 Penalty: 4881.940918
	Iteration 78Q: 3 clusters Score -2139185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2139192.750000 Penalty: 4881.940918
	Iteration 79Q: 3 clusters Score -2139193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2139196.750000 Penalty: 4881.940918
	Iteration 80F: 3 clusters Score -2139197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2139196.750000 Penalty: 4881.940918
	Iteration 81Q: 3 clusters Score -2139197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2139200.000000 Penalty: 4881.940918
	Iteration 82Q: 3 clusters Score -2139200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2139201.250000 Penalty: 4881.940918
	Iteration 83Q: 3 clusters Score -2139201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2139204.000000 Penalty: 4881.940918
	Iteration 84Q: 3 clusters Score -2139204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2139211.500000 Penalty: 4881.940918
	Iteration 85Q: 3 clusters Score -2139212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2139217.250000 Penalty: 4881.940918
	Iteration 86Q: 3 clusters Score -2139217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2139224.500000 Penalty: 4881.940918
	Iteration 87Q: 3 clusters Score -2139224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2139229.750000 Penalty: 4881.940918
	Iteration 88Q: 3 clusters Score -2139230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2139234.250000 Penalty: 4881.940918
	Iteration 89Q: 3 clusters Score -2139234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2139231.250000 Penalty: 4881.940918
	Iteration 90Q: 3 clusters Score -2139231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2139238.000000 Penalty: 4881.940918
	Iteration 91Q: 3 clusters Score -2139238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2139241.250000 Penalty: 4881.940918
	Iteration 92Q: 3 clusters Score -2139241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2139247.000000 Penalty: 4881.940918
	Iteration 93Q: 3 clusters Score -2139247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2139243.500000 Penalty: 4881.940918
	Iteration 94Q: 3 clusters Score -2139244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2139248.000000 Penalty: 4881.940918
	Iteration 95Q: 3 clusters Score -2139248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2139250.250000 Penalty: 4881.940918
	Iteration 96Q: 3 clusters Score -2139250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2139247.250000 Penalty: 4881.940918
	Iteration 97Q: 3 clusters Score -2139247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2139245.750000 Penalty: 4881.940918
	Iteration 98Q: 3 clusters Score -2139246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2139245.750000 Penalty: 4881.940918
	Iteration 99F: 3 clusters Score -2139246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (247633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247633 members 
Entering Unmasked Estep 
Score: -29012468.000000 Penalty: 3080.086426
	Iteration 0F: 2 clusters Score -2.901247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123571 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -28845888.000000 Penalty: 6160.172852
	Iteration 0F: 3 clusters Score -2.884589e+07 nChanged 119506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120113 members 
Mstep: Class 2 contains 127520 members 
Entering Unmasked Estep 
Score: -28916370.000000 Penalty: 6160.172852
	Iteration 1F: 3 clusters Score -2.891637e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117588 members 
Mstep: Class 2 contains 130045 members 
Entering Unmasked Estep 
Score: -28917430.000000 Penalty: 6160.172852
	Iteration 2Q: 3 clusters Score -2.891743e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 134082 members 
Entering Unmasked Estep 
Score: -28918794.000000 Penalty: 6160.172852
	Iteration 3Q: 3 clusters Score -2.891879e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 140320 members 
Entering Unmasked Estep 
Score: -28921212.000000 Penalty: 6160.172852
	Iteration 4Q: 3 clusters Score -2.892121e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97704 members 
Mstep: Class 2 contains 149929 members 
Entering Unmasked Estep 
Score: -28925604.000000 Penalty: 6160.172852
	Iteration 5Q: 3 clusters Score -2.89256e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -28933860.000000 Penalty: 6160.172852
	Iteration 6F: 3 clusters Score -2.893386e+07 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 183765 members 
Entering Unmasked Estep 
Score: -28948630.000000 Penalty: 6160.172852
	Iteration 7F: 3 clusters Score -2.894863e+07 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 206531 members 
Entering Unmasked Estep 
Score: -28969130.000000 Penalty: 6160.172852
	Iteration 8F: 3 clusters Score -2.896913e+07 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 227268 members 
Entering Unmasked Estep 
Score: -28989660.000000 Penalty: 6160.172852
	Iteration 9F: 3 clusters Score -2.898966e+07 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 240183 members 
Entering Unmasked Estep 
Score: -29002718.000000 Penalty: 6160.172852
	Iteration 10F: 3 clusters Score -2.900272e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 245335 members 
Entering Unmasked Estep 
Score: -29007662.000000 Penalty: 6160.172852
	Iteration 11Q: 3 clusters Score -2.900766e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 246858 members 
Entering Unmasked Estep 
Score: -29009032.000000 Penalty: 6160.172852
	Iteration 12Q: 3 clusters Score -2.900903e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 247218 members 
Entering Unmasked Estep 
Score: -29009452.000000 Penalty: 6160.172852
	Iteration 13Q: 3 clusters Score -2.900945e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 247311 members 
Entering Unmasked Estep 
Score: -29009606.000000 Penalty: 6160.172852
	Iteration 14Q: 3 clusters Score -2.900961e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247340 members 
Entering Unmasked Estep 
Score: -29009680.000000 Penalty: 6160.172852
	Iteration 15Q: 3 clusters Score -2.900968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 247348 members 
Entering Unmasked Estep 
Score: -29009734.000000 Penalty: 6160.172852
	Iteration 16Q: 3 clusters Score -2.900973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 247357 members 
Entering Unmasked Estep 
Score: -29009798.000000 Penalty: 6160.172852
	Iteration 17Q: 3 clusters Score -2.90098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247363 members 
Entering Unmasked Estep 
Score: -29009828.000000 Penalty: 6160.172852
	Iteration 18Q: 3 clusters Score -2.900983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247365 members 
Entering Unmasked Estep 
Score: -29009854.000000 Penalty: 6160.172852
	Iteration 19Q: 3 clusters Score -2.900985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 247370 members 
Entering Unmasked Estep 
Score: -29009870.000000 Penalty: 6160.172852
	Iteration 20F: 3 clusters Score -2.900987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 247370 members 
Entering Unmasked Estep 
Score: -29009896.000000 Penalty: 6160.172852
	Iteration 21Q: 3 clusters Score -2.90099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 247371 members 
Entering Unmasked Estep 
Score: -29009890.000000 Penalty: 6160.172852
	Iteration 22Q: 3 clusters Score -2.900989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 247375 members 
Entering Unmasked Estep 
Score: -29009908.000000 Penalty: 6160.172852
	Iteration 23Q: 3 clusters Score -2.900991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 247376 members 
Entering Unmasked Estep 
Score: -29009916.000000 Penalty: 6160.172852
	Iteration 24Q: 3 clusters Score -2.900992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 247375 members 
Entering Unmasked Estep 
Score: -29009944.000000 Penalty: 6160.172852
	Iteration 25Q: 3 clusters Score -2.900994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 247376 members 
Entering Unmasked Estep 
Score: -29009938.000000 Penalty: 6160.172852
	Iteration 26Q: 3 clusters Score -2.900994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 247375 members 
Entering Unmasked Estep 
Score: -29009968.000000 Penalty: 6160.172852
	Iteration 27Q: 3 clusters Score -2.900997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 247375 members 
Entering Unmasked Estep 
Score: -29009970.000000 Penalty: 6160.172852
	Iteration 28Q: 3 clusters Score -2.900997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247377 members 
Entering Unmasked Estep 
Score: -29009978.000000 Penalty: 6160.172852
	Iteration 29Q: 3 clusters Score -2.900998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247377 members 
Entering Unmasked Estep 
Score: -29009972.000000 Penalty: 6160.172852
	Iteration 30Q: 3 clusters Score -2.900997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247377 members 
Entering Unmasked Estep 
Score: -29009972.000000 Penalty: 6160.172852
	Iteration 31F: 3 clusters Score -2.900997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164432 members 
Entering Unmasked Estep 
Score: -19708202.000000 Penalty: 2978.542480
	Iteration 0F: 2 clusters Score -1.97082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -19599670.000000 Penalty: 5957.084961
	Iteration 0F: 3 clusters Score -1.959967e+07 nChanged 78738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80538 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -19646106.000000 Penalty: 5957.084961
	Iteration 1F: 3 clusters Score -1.964611e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -19647436.000000 Penalty: 5957.084961
	Iteration 2Q: 3 clusters Score -1.964744e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -19649170.000000 Penalty: 5957.084961
	Iteration 3Q: 3 clusters Score -1.964917e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -19651026.000000 Penalty: 5957.084961
	Iteration 4Q: 3 clusters Score -1.965103e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -19653624.000000 Penalty: 5957.084961
	Iteration 5Q: 3 clusters Score -1.965362e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -19656700.000000 Penalty: 5957.084961
	Iteration 6Q: 3 clusters Score -1.96567e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -19660920.000000 Penalty: 5957.084961
	Iteration 7Q: 3 clusters Score -1.966092e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -19666860.000000 Penalty: 5957.084961
	Iteration 8F: 3 clusters Score -1.966686e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -19673824.000000 Penalty: 5957.084961
	Iteration 9F: 3 clusters Score -1.967382e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -19680918.000000 Penalty: 5957.084961
	Iteration 10F: 3 clusters Score -1.968092e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 121375 members 
Entering Unmasked Estep 
Score: -19685930.000000 Penalty: 5957.084961
	Iteration 11Q: 3 clusters Score -1.968593e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -19688906.000000 Penalty: 5957.084961
	Iteration 12Q: 3 clusters Score -1.968891e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -19690240.000000 Penalty: 5957.084961
	Iteration 13Q: 3 clusters Score -1.969024e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 130537 members 
Entering Unmasked Estep 
Score: -19691488.000000 Penalty: 5957.084961
	Iteration 14Q: 3 clusters Score -1.969149e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 133368 members 
Entering Unmasked Estep 
Score: -19692796.000000 Penalty: 5957.084961
	Iteration 15Q: 3 clusters Score -1.96928e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -19694070.000000 Penalty: 5957.084961
	Iteration 16Q: 3 clusters Score -1.969407e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 139130 members 
Entering Unmasked Estep 
Score: -19695234.000000 Penalty: 5957.084961
	Iteration 17Q: 3 clusters Score -1.969523e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 141857 members 
Entering Unmasked Estep 
Score: -19696534.000000 Penalty: 5957.084961
	Iteration 18Q: 3 clusters Score -1.969653e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -19697692.000000 Penalty: 5957.084961
	Iteration 19Q: 3 clusters Score -1.969769e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -19698844.000000 Penalty: 5957.084961
	Iteration 20F: 3 clusters Score -1.969884e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 149415 members 
Entering Unmasked Estep 
Score: -19699770.000000 Penalty: 5957.084961
	Iteration 21Q: 3 clusters Score -1.969977e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -19700696.000000 Penalty: 5957.084961
	Iteration 22Q: 3 clusters Score -1.97007e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 153628 members 
Entering Unmasked Estep 
Score: -19701588.000000 Penalty: 5957.084961
	Iteration 23Q: 3 clusters Score -1.970159e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 155497 members 
Entering Unmasked Estep 
Score: -19702376.000000 Penalty: 5957.084961
	Iteration 24Q: 3 clusters Score -1.970238e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 157083 members 
Entering Unmasked Estep 
Score: -19702990.000000 Penalty: 5957.084961
	Iteration 25Q: 3 clusters Score -1.970299e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 158439 members 
Entering Unmasked Estep 
Score: -19703630.000000 Penalty: 5957.084961
	Iteration 26Q: 3 clusters Score -1.970363e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -19704108.000000 Penalty: 5957.084961
	Iteration 27Q: 3 clusters Score -1.970411e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -19704410.000000 Penalty: 5957.084961
	Iteration 28Q: 3 clusters Score -1.970441e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 161272 members 
Entering Unmasked Estep 
Score: -19704756.000000 Penalty: 5957.084961
	Iteration 29Q: 3 clusters Score -1.970476e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -19704964.000000 Penalty: 5957.084961
	Iteration 30Q: 3 clusters Score -1.970496e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 162284 members 
Entering Unmasked Estep 
Score: -19705144.000000 Penalty: 5957.084961
	Iteration 31Q: 3 clusters Score -1.970514e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -19705276.000000 Penalty: 5957.084961
	Iteration 32Q: 3 clusters Score -1.970528e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 162840 members 
Entering Unmasked Estep 
Score: -19705454.000000 Penalty: 5957.084961
	Iteration 33Q: 3 clusters Score -1.970545e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -19705518.000000 Penalty: 5957.084961
	Iteration 34Q: 3 clusters Score -1.970552e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 163111 members 
Entering Unmasked Estep 
Score: -19705532.000000 Penalty: 5957.084961
	Iteration 35Q: 3 clusters Score -1.970553e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -19705582.000000 Penalty: 5957.084961
	Iteration 36Q: 3 clusters Score -1.970558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -19705588.000000 Penalty: 5957.084961
	Iteration 37Q: 3 clusters Score -1.970559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -19705610.000000 Penalty: 5957.084961
	Iteration 38Q: 3 clusters Score -1.970561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -19705620.000000 Penalty: 5957.084961
	Iteration 39Q: 3 clusters Score -1.970562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -19705646.000000 Penalty: 5957.084961
	Iteration 40F: 3 clusters Score -1.970565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -19705670.000000 Penalty: 5957.084961
	Iteration 41Q: 3 clusters Score -1.970567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -19705672.000000 Penalty: 5957.084961
	Iteration 42Q: 3 clusters Score -1.970567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -19705692.000000 Penalty: 5957.084961
	Iteration 43Q: 3 clusters Score -1.970569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -19705682.000000 Penalty: 5957.084961
	Iteration 44Q: 3 clusters Score -1.970568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -19705656.000000 Penalty: 5957.084961
	Iteration 45Q: 3 clusters Score -1.970566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 163473 members 
Entering Unmasked Estep 
Score: -19705682.000000 Penalty: 5957.084961
	Iteration 46Q: 3 clusters Score -1.970568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -19705680.000000 Penalty: 5957.084961
	Iteration 47Q: 3 clusters Score -1.970568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -19705692.000000 Penalty: 5957.084961
	Iteration 48Q: 3 clusters Score -1.970569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -19705708.000000 Penalty: 5957.084961
	Iteration 49Q: 3 clusters Score -1.970571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 163513 members 
Entering Unmasked Estep 
Score: -19705706.000000 Penalty: 5957.084961
	Iteration 50Q: 3 clusters Score -1.970571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 163518 members 
Entering Unmasked Estep 
Score: -19705694.000000 Penalty: 5957.084961
	Iteration 51Q: 3 clusters Score -1.970569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -19705710.000000 Penalty: 5957.084961
	Iteration 52Q: 3 clusters Score -1.970571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -19705696.000000 Penalty: 5957.084961
	Iteration 53Q: 3 clusters Score -1.97057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -19705700.000000 Penalty: 5957.084961
	Iteration 54Q: 3 clusters Score -1.97057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 163529 members 
Entering Unmasked Estep 
Score: -19705696.000000 Penalty: 5957.084961
	Iteration 55Q: 3 clusters Score -1.97057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -19705694.000000 Penalty: 5957.084961
	Iteration 56Q: 3 clusters Score -1.970569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 163534 members 
Entering Unmasked Estep 
Score: -19705694.000000 Penalty: 5957.084961
	Iteration 57Q: 3 clusters Score -1.970569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 163534 members 
Entering Unmasked Estep 
Score: -19705694.000000 Penalty: 5957.084961
	Iteration 58F: 3 clusters Score -1.970569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Entering Unmasked Estep 
Score: -1828841.375000 Penalty: 2405.104004
	Iteration 0F: 2 clusters Score -1828841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1817183.500000 Penalty: 4810.208008
	Iteration 0F: 3 clusters Score -1817184 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1821061.000000 Penalty: 4810.208008
	Iteration 1F: 3 clusters Score -1821061 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1821454.000000 Penalty: 4810.208008
	Iteration 2F: 3 clusters Score -1821454 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1821810.125000 Penalty: 4810.208008
	Iteration 3Q: 3 clusters Score -1821810 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1822100.625000 Penalty: 4810.208008
	Iteration 4Q: 3 clusters Score -1822101 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1822382.250000 Penalty: 4810.208008
	Iteration 5Q: 3 clusters Score -1822382 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1822643.500000 Penalty: 4810.208008
	Iteration 6Q: 3 clusters Score -1822644 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1822874.250000 Penalty: 4810.208008
	Iteration 7Q: 3 clusters Score -1822874 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1823087.625000 Penalty: 4810.208008
	Iteration 8Q: 3 clusters Score -1823088 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1823335.500000 Penalty: 4810.208008
	Iteration 9Q: 3 clusters Score -1823336 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1823628.625000 Penalty: 4810.208008
	Iteration 10Q: 3 clusters Score -1823629 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1823991.125000 Penalty: 4810.208008
	Iteration 11Q: 3 clusters Score -1823991 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1824428.250000 Penalty: 4810.208008
	Iteration 12Q: 3 clusters Score -1824428 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1824925.750000 Penalty: 4810.208008
	Iteration 13Q: 3 clusters Score -1824926 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1825434.125000 Penalty: 4810.208008
	Iteration 14Q: 3 clusters Score -1825434 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1825861.250000 Penalty: 4810.208008
	Iteration 15Q: 3 clusters Score -1825861 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1826182.500000 Penalty: 4810.208008
	Iteration 16Q: 3 clusters Score -1826182 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1826446.500000 Penalty: 4810.208008
	Iteration 17Q: 3 clusters Score -1826446 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1826662.250000 Penalty: 4810.208008
	Iteration 18Q: 3 clusters Score -1826662 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1826809.875000 Penalty: 4810.208008
	Iteration 19Q: 3 clusters Score -1826810 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1826942.125000 Penalty: 4810.208008
	Iteration 20F: 3 clusters Score -1826942 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1827049.750000 Penalty: 4810.208008
	Iteration 21Q: 3 clusters Score -1827050 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1827129.500000 Penalty: 4810.208008
	Iteration 22Q: 3 clusters Score -1827130 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1827196.125000 Penalty: 4810.208008
	Iteration 23Q: 3 clusters Score -1827196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1827257.375000 Penalty: 4810.208008
	Iteration 24Q: 3 clusters Score -1827257 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1827317.750000 Penalty: 4810.208008
	Iteration 25Q: 3 clusters Score -1827318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1827366.125000 Penalty: 4810.208008
	Iteration 26Q: 3 clusters Score -1827366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1827412.750000 Penalty: 4810.208008
	Iteration 27Q: 3 clusters Score -1827413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1827439.375000 Penalty: 4810.208008
	Iteration 28Q: 3 clusters Score -1827439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1827462.125000 Penalty: 4810.208008
	Iteration 29Q: 3 clusters Score -1827462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1827477.000000 Penalty: 4810.208008
	Iteration 30Q: 3 clusters Score -1827477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1827493.125000 Penalty: 4810.208008
	Iteration 31Q: 3 clusters Score -1827493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1827503.250000 Penalty: 4810.208008
	Iteration 32Q: 3 clusters Score -1827503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1827510.000000 Penalty: 4810.208008
	Iteration 33Q: 3 clusters Score -1827510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1827520.625000 Penalty: 4810.208008
	Iteration 34Q: 3 clusters Score -1827521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1827522.250000 Penalty: 4810.208008
	Iteration 35Q: 3 clusters Score -1827522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1827527.375000 Penalty: 4810.208008
	Iteration 36Q: 3 clusters Score -1827527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1827527.000000 Penalty: 4810.208008
	Iteration 37Q: 3 clusters Score -1827527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1827529.500000 Penalty: 4810.208008
	Iteration 38Q: 3 clusters Score -1827530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1827532.125000 Penalty: 4810.208008
	Iteration 39Q: 3 clusters Score -1827532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1827531.750000 Penalty: 4810.208008
	Iteration 40F: 3 clusters Score -1827532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1827528.375000 Penalty: 4810.208008
	Iteration 41Q: 3 clusters Score -1827528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1827534.750000 Penalty: 4810.208008
	Iteration 42Q: 3 clusters Score -1827535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1827532.875000 Penalty: 4810.208008
	Iteration 43Q: 3 clusters Score -1827533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1827535.250000 Penalty: 4810.208008
	Iteration 44Q: 3 clusters Score -1827535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1827535.625000 Penalty: 4810.208008
	Iteration 45Q: 3 clusters Score -1827536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1827536.500000 Penalty: 4810.208008
	Iteration 46Q: 3 clusters Score -1827536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1827536.500000 Penalty: 4810.208008
	Iteration 47Q: 3 clusters Score -1827536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1827533.750000 Penalty: 4810.208008
	Iteration 48Q: 3 clusters Score -1827534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1827536.250000 Penalty: 4810.208008
	Iteration 49Q: 3 clusters Score -1827536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1827536.250000 Penalty: 4810.208008
	Iteration 50F: 3 clusters Score -1827536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Entering Unmasked Estep 
Score: -5474089.000000 Penalty: 2666.944580
	Iteration 0F: 2 clusters Score -5474089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5442611.500000 Penalty: 5333.889160
	Iteration 0F: 3 clusters Score -5442612 nChanged 21524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5454591.000000 Penalty: 5333.889160
	Iteration 1F: 3 clusters Score -5454591 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5455319.000000 Penalty: 5333.889160
	Iteration 2Q: 3 clusters Score -5455319 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5456106.000000 Penalty: 5333.889160
	Iteration 3Q: 3 clusters Score -5456106 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -5457142.000000 Penalty: 5333.889160
	Iteration 4Q: 3 clusters Score -5457142 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5458428.000000 Penalty: 5333.889160
	Iteration 5F: 3 clusters Score -5458428 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5459919.500000 Penalty: 5333.889160
	Iteration 6F: 3 clusters Score -5459920 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5461556.500000 Penalty: 5333.889160
	Iteration 7F: 3 clusters Score -5461556 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5463044.000000 Penalty: 5333.889160
	Iteration 8F: 3 clusters Score -5463044 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5464207.500000 Penalty: 5333.889160
	Iteration 9F: 3 clusters Score -5464208 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -5465025.000000 Penalty: 5333.889160
	Iteration 10Q: 3 clusters Score -5465025 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5465586.500000 Penalty: 5333.889160
	Iteration 11Q: 3 clusters Score -5465586 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5465946.000000 Penalty: 5333.889160
	Iteration 12Q: 3 clusters Score -5465946 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5466218.500000 Penalty: 5333.889160
	Iteration 13Q: 3 clusters Score -5466218 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -5466465.000000 Penalty: 5333.889160
	Iteration 14Q: 3 clusters Score -5466465 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5466708.000000 Penalty: 5333.889160
	Iteration 15Q: 3 clusters Score -5466708 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -5466999.000000 Penalty: 5333.889160
	Iteration 16Q: 3 clusters Score -5466999 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5467256.500000 Penalty: 5333.889160
	Iteration 17Q: 3 clusters Score -5467256 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5467594.000000 Penalty: 5333.889160
	Iteration 18Q: 3 clusters Score -5467594 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -5467928.500000 Penalty: 5333.889160
	Iteration 19Q: 3 clusters Score -5467928 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5468269.500000 Penalty: 5333.889160
	Iteration 20F: 3 clusters Score -5468270 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -5468598.500000 Penalty: 5333.889160
	Iteration 21Q: 3 clusters Score -5468598 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -5468907.000000 Penalty: 5333.889160
	Iteration 22Q: 3 clusters Score -5468907 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -5469190.500000 Penalty: 5333.889160
	Iteration 23Q: 3 clusters Score -5469190 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -5469481.500000 Penalty: 5333.889160
	Iteration 24Q: 3 clusters Score -5469482 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5469740.000000 Penalty: 5333.889160
	Iteration 25Q: 3 clusters Score -5469740 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -5469992.500000 Penalty: 5333.889160
	Iteration 26Q: 3 clusters Score -5469992 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -5470225.000000 Penalty: 5333.889160
	Iteration 27Q: 3 clusters Score -5470225 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -5470459.000000 Penalty: 5333.889160
	Iteration 28Q: 3 clusters Score -5470459 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -5470674.000000 Penalty: 5333.889160
	Iteration 29Q: 3 clusters Score -5470674 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5470869.500000 Penalty: 5333.889160
	Iteration 30Q: 3 clusters Score -5470870 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -5471025.500000 Penalty: 5333.889160
	Iteration 31Q: 3 clusters Score -5471026 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -5471168.000000 Penalty: 5333.889160
	Iteration 32Q: 3 clusters Score -5471168 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5471292.500000 Penalty: 5333.889160
	Iteration 33Q: 3 clusters Score -5471292 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5471396.000000 Penalty: 5333.889160
	Iteration 34Q: 3 clusters Score -5471396 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5471487.000000 Penalty: 5333.889160
	Iteration 35Q: 3 clusters Score -5471487 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5471579.000000 Penalty: 5333.889160
	Iteration 36Q: 3 clusters Score -5471579 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5471647.000000 Penalty: 5333.889160
	Iteration 37Q: 3 clusters Score -5471647 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -5471718.000000 Penalty: 5333.889160
	Iteration 38Q: 3 clusters Score -5471718 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5471782.500000 Penalty: 5333.889160
	Iteration 39Q: 3 clusters Score -5471782 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5471811.000000 Penalty: 5333.889160
	Iteration 40F: 3 clusters Score -5471811 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5471864.500000 Penalty: 5333.889160
	Iteration 41Q: 3 clusters Score -5471864 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5471916.500000 Penalty: 5333.889160
	Iteration 42Q: 3 clusters Score -5471916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5471954.500000 Penalty: 5333.889160
	Iteration 43Q: 3 clusters Score -5471954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5471965.000000 Penalty: 5333.889160
	Iteration 44Q: 3 clusters Score -5471965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5471984.000000 Penalty: 5333.889160
	Iteration 45Q: 3 clusters Score -5471984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5472025.500000 Penalty: 5333.889160
	Iteration 46Q: 3 clusters Score -5472026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5472048.000000 Penalty: 5333.889160
	Iteration 47Q: 3 clusters Score -5472048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5472052.500000 Penalty: 5333.889160
	Iteration 48Q: 3 clusters Score -5472052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5472072.000000 Penalty: 5333.889160
	Iteration 49Q: 3 clusters Score -5472072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5472085.500000 Penalty: 5333.889160
	Iteration 50Q: 3 clusters Score -5472086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5472104.000000 Penalty: 5333.889160
	Iteration 51Q: 3 clusters Score -5472104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5472102.000000 Penalty: 5333.889160
	Iteration 52Q: 3 clusters Score -5472102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5472118.000000 Penalty: 5333.889160
	Iteration 53Q: 3 clusters Score -5472118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5472113.000000 Penalty: 5333.889160
	Iteration 54Q: 3 clusters Score -5472113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5472125.500000 Penalty: 5333.889160
	Iteration 55Q: 3 clusters Score -5472126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5472140.000000 Penalty: 5333.889160
	Iteration 56Q: 3 clusters Score -5472140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5472139.500000 Penalty: 5333.889160
	Iteration 57Q: 3 clusters Score -5472140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5472134.000000 Penalty: 5333.889160
	Iteration 58Q: 3 clusters Score -5472134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5472154.500000 Penalty: 5333.889160
	Iteration 59Q: 3 clusters Score -5472154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5472150.000000 Penalty: 5333.889160
	Iteration 60F: 3 clusters Score -5472150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5472166.000000 Penalty: 5333.889160
	Iteration 61Q: 3 clusters Score -5472166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5472168.000000 Penalty: 5333.889160
	Iteration 62Q: 3 clusters Score -5472168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5472167.000000 Penalty: 5333.889160
	Iteration 63Q: 3 clusters Score -5472167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5472173.500000 Penalty: 5333.889160
	Iteration 64Q: 3 clusters Score -5472174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5472173.000000 Penalty: 5333.889160
	Iteration 65Q: 3 clusters Score -5472173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5472178.000000 Penalty: 5333.889160
	Iteration 66Q: 3 clusters Score -5472178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5472179.500000 Penalty: 5333.889160
	Iteration 67Q: 3 clusters Score -5472180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5472189.500000 Penalty: 5333.889160
	Iteration 68Q: 3 clusters Score -5472190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5472189.000000 Penalty: 5333.889160
	Iteration 69Q: 3 clusters Score -5472189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5472189.500000 Penalty: 5333.889160
	Iteration 70Q: 3 clusters Score -5472190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5472193.500000 Penalty: 5333.889160
	Iteration 71Q: 3 clusters Score -5472194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5472195.000000 Penalty: 5333.889160
	Iteration 72Q: 3 clusters Score -5472195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5472198.500000 Penalty: 5333.889160
	Iteration 73Q: 3 clusters Score -5472198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5472198.500000 Penalty: 5333.889160
	Iteration 74Q: 3 clusters Score -5472198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5472200.500000 Penalty: 5333.889160
	Iteration 75Q: 3 clusters Score -5472200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5472200.500000 Penalty: 5333.889160
	Iteration 76F: 3 clusters Score -5472200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Entering Unmasked Estep 
Score: -4595315.500000 Penalty: 2616.091553
	Iteration 0F: 2 clusters Score -4595316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4569606.000000 Penalty: 5232.183105
	Iteration 0F: 3 clusters Score -4569606 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4579430.000000 Penalty: 5232.183105
	Iteration 1F: 3 clusters Score -4579430 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4580138.000000 Penalty: 5232.183105
	Iteration 2Q: 3 clusters Score -4580138 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4581038.000000 Penalty: 5232.183105
	Iteration 3F: 3 clusters Score -4581038 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4582147.500000 Penalty: 5232.183105
	Iteration 4F: 3 clusters Score -4582148 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4583666.500000 Penalty: 5232.183105
	Iteration 5F: 3 clusters Score -4583666 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4585459.500000 Penalty: 5232.183105
	Iteration 6F: 3 clusters Score -4585460 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -4587351.500000 Penalty: 5232.183105
	Iteration 7F: 3 clusters Score -4587352 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4589112.000000 Penalty: 5232.183105
	Iteration 8F: 3 clusters Score -4589112 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4590308.000000 Penalty: 5232.183105
	Iteration 9Q: 3 clusters Score -4590308 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4591043.500000 Penalty: 5232.183105
	Iteration 10Q: 3 clusters Score -4591044 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4591565.000000 Penalty: 5232.183105
	Iteration 11Q: 3 clusters Score -4591565 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4591906.500000 Penalty: 5232.183105
	Iteration 12Q: 3 clusters Score -4591906 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4592165.500000 Penalty: 5232.183105
	Iteration 13Q: 3 clusters Score -4592166 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4592375.500000 Penalty: 5232.183105
	Iteration 14Q: 3 clusters Score -4592376 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4592498.000000 Penalty: 5232.183105
	Iteration 15Q: 3 clusters Score -4592498 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4592656.000000 Penalty: 5232.183105
	Iteration 16Q: 3 clusters Score -4592656 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4592758.000000 Penalty: 5232.183105
	Iteration 17Q: 3 clusters Score -4592758 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4592854.500000 Penalty: 5232.183105
	Iteration 18Q: 3 clusters Score -4592854 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4592931.000000 Penalty: 5232.183105
	Iteration 19Q: 3 clusters Score -4592931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4592956.000000 Penalty: 5232.183105
	Iteration 20F: 3 clusters Score -4592956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4592984.500000 Penalty: 5232.183105
	Iteration 21Q: 3 clusters Score -4592984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4593010.000000 Penalty: 5232.183105
	Iteration 22Q: 3 clusters Score -4593010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4593029.000000 Penalty: 5232.183105
	Iteration 23Q: 3 clusters Score -4593029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4593053.000000 Penalty: 5232.183105
	Iteration 24Q: 3 clusters Score -4593053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -4593079.500000 Penalty: 5232.183105
	Iteration 25Q: 3 clusters Score -4593080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4593093.500000 Penalty: 5232.183105
	Iteration 26Q: 3 clusters Score -4593094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4593109.000000 Penalty: 5232.183105
	Iteration 27Q: 3 clusters Score -4593109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4593120.000000 Penalty: 5232.183105
	Iteration 28Q: 3 clusters Score -4593120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4593137.500000 Penalty: 5232.183105
	Iteration 29Q: 3 clusters Score -4593138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4593153.500000 Penalty: 5232.183105
	Iteration 30Q: 3 clusters Score -4593154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4593162.000000 Penalty: 5232.183105
	Iteration 31Q: 3 clusters Score -4593162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4593169.500000 Penalty: 5232.183105
	Iteration 32Q: 3 clusters Score -4593170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4593185.500000 Penalty: 5232.183105
	Iteration 33Q: 3 clusters Score -4593186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4593184.000000 Penalty: 5232.183105
	Iteration 34Q: 3 clusters Score -4593184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4593190.500000 Penalty: 5232.183105
	Iteration 35Q: 3 clusters Score -4593190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4593186.500000 Penalty: 5232.183105
	Iteration 36Q: 3 clusters Score -4593186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4593194.500000 Penalty: 5232.183105
	Iteration 37Q: 3 clusters Score -4593194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4593201.000000 Penalty: 5232.183105
	Iteration 38Q: 3 clusters Score -4593201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4593203.000000 Penalty: 5232.183105
	Iteration 39Q: 3 clusters Score -4593203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4593199.500000 Penalty: 5232.183105
	Iteration 40F: 3 clusters Score -4593200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -4593201.000000 Penalty: 5232.183105
	Iteration 41Q: 3 clusters Score -4593201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4593209.500000 Penalty: 5232.183105
	Iteration 42Q: 3 clusters Score -4593210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -4593201.500000 Penalty: 5232.183105
	Iteration 43Q: 3 clusters Score -4593202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -4593203.000000 Penalty: 5232.183105
	Iteration 44Q: 3 clusters Score -4593203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4593205.000000 Penalty: 5232.183105
	Iteration 45Q: 3 clusters Score -4593205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4593205.000000 Penalty: 5232.183105
	Iteration 46F: 3 clusters Score -4593205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -571948.125000 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -571948.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -567520.000000 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -567520 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -568594.125000 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -568594.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -568808.562500 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -568808.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -568917.000000 Penalty: 4212.275391
	Iteration 3Q: 3 clusters Score -568917 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -568994.312500 Penalty: 4212.275391
	Iteration 4Q: 3 clusters Score -568994.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -569058.000000 Penalty: 4212.275391
	Iteration 5Q: 3 clusters Score -569058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -569123.250000 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -569123.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -569170.625000 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -569170.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -569205.000000 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -569205 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -569235.937500 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -569235.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -569264.687500 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -569264.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -569299.062500 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -569299.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -569339.437500 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -569339.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -569394.625000 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -569394.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -569460.812500 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -569460.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -569523.375000 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -569523.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -569590.937500 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -569590.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -569645.812500 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -569645.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -569696.000000 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -569696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -569741.562500 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -569741.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -569782.625000 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -569782.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -569823.937500 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -569823.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -569868.250000 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -569868.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -569914.687500 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -569914.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -569961.812500 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -569961.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -570007.375000 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -570007.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -570062.312500 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -570062.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -570111.875000 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -570111.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -570160.187500 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -570160.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -570209.312500 Penalty: 4212.275391
	Iteration 29Q: 3 clusters Score -570209.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -570243.750000 Penalty: 4212.275391
	Iteration 30Q: 3 clusters Score -570243.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -570268.875000 Penalty: 4212.275391
	Iteration 31Q: 3 clusters Score -570268.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -570287.562500 Penalty: 4212.275391
	Iteration 32Q: 3 clusters Score -570287.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -570305.750000 Penalty: 4212.275391
	Iteration 33Q: 3 clusters Score -570305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -570319.687500 Penalty: 4212.275391
	Iteration 34Q: 3 clusters Score -570319.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -570328.687500 Penalty: 4212.275391
	Iteration 35Q: 3 clusters Score -570328.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -570336.187500 Penalty: 4212.275391
	Iteration 36Q: 3 clusters Score -570336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -570343.687500 Penalty: 4212.275391
	Iteration 37Q: 3 clusters Score -570343.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -570348.812500 Penalty: 4212.275391
	Iteration 38Q: 3 clusters Score -570348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -570355.562500 Penalty: 4212.275391
	Iteration 39Q: 3 clusters Score -570355.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -570363.750000 Penalty: 4212.275391
	Iteration 40F: 3 clusters Score -570363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -570368.750000 Penalty: 4212.275391
	Iteration 41Q: 3 clusters Score -570368.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -570371.625000 Penalty: 4212.275391
	Iteration 42Q: 3 clusters Score -570371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -570376.937500 Penalty: 4212.275391
	Iteration 43Q: 3 clusters Score -570376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -570381.625000 Penalty: 4212.275391
	Iteration 44Q: 3 clusters Score -570381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -570384.187500 Penalty: 4212.275391
	Iteration 45Q: 3 clusters Score -570384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -570385.187500 Penalty: 4212.275391
	Iteration 46Q: 3 clusters Score -570385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -570387.500000 Penalty: 4212.275391
	Iteration 47Q: 3 clusters Score -570387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -570390.125000 Penalty: 4212.275391
	Iteration 48Q: 3 clusters Score -570390.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -570392.250000 Penalty: 4212.275391
	Iteration 49Q: 3 clusters Score -570392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -570393.562500 Penalty: 4212.275391
	Iteration 50Q: 3 clusters Score -570393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -570395.375000 Penalty: 4212.275391
	Iteration 51Q: 3 clusters Score -570395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -570397.312500 Penalty: 4212.275391
	Iteration 52Q: 3 clusters Score -570397.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -570399.625000 Penalty: 4212.275391
	Iteration 53Q: 3 clusters Score -570399.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -570401.062500 Penalty: 4212.275391
	Iteration 54Q: 3 clusters Score -570401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -570402.875000 Penalty: 4212.275391
	Iteration 55Q: 3 clusters Score -570402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -570404.187500 Penalty: 4212.275391
	Iteration 56Q: 3 clusters Score -570404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -570404.562500 Penalty: 4212.275391
	Iteration 57Q: 3 clusters Score -570404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -570405.750000 Penalty: 4212.275391
	Iteration 58Q: 3 clusters Score -570405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -570405.875000 Penalty: 4212.275391
	Iteration 59Q: 3 clusters Score -570405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -570406.750000 Penalty: 4212.275391
	Iteration 60F: 3 clusters Score -570406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -570407.500000 Penalty: 4212.275391
	Iteration 61Q: 3 clusters Score -570407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -570407.812500 Penalty: 4212.275391
	Iteration 62Q: 3 clusters Score -570407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -570407.812500 Penalty: 4212.275391
	Iteration 63F: 3 clusters Score -570407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38741.738281 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38741.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37388.769531 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37388.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37646.675781 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37646.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37694.562500 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37694.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37729.750000 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37729.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37739.503906 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37742.394531 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37742.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37747.460938 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -37747.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37751.589844 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -37751.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37757.496094 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -37757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37761.601562 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -37761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37767.960938 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -37767.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37771.019531 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -37771.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37771.019531 Penalty: 2948.928711
	Iteration 12F: 3 clusters Score -37771.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Entering Unmasked Estep 
Score: -18727044.000000 Penalty: 2966.983643
	Iteration 0F: 2 clusters Score -1.872704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -18622712.000000 Penalty: 5933.967285
	Iteration 0F: 3 clusters Score -1.862271e+07 nChanged 75085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -18666420.000000 Penalty: 5933.967285
	Iteration 1F: 3 clusters Score -1.866642e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -18667740.000000 Penalty: 5933.967285
	Iteration 2Q: 3 clusters Score -1.866774e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -18669722.000000 Penalty: 5933.967285
	Iteration 3Q: 3 clusters Score -1.866972e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 97356 members 
Entering Unmasked Estep 
Score: -18673190.000000 Penalty: 5933.967285
	Iteration 4Q: 3 clusters Score -1.867319e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -18679520.000000 Penalty: 5933.967285
	Iteration 5F: 3 clusters Score -1.867952e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 120439 members 
Entering Unmasked Estep 
Score: -18690048.000000 Penalty: 5933.967285
	Iteration 6F: 3 clusters Score -1.869005e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 134710 members 
Entering Unmasked Estep 
Score: -18703384.000000 Penalty: 5933.967285
	Iteration 7F: 3 clusters Score -1.870338e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -18714806.000000 Penalty: 5933.967285
	Iteration 8F: 3 clusters Score -1.871481e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 152579 members 
Entering Unmasked Estep 
Score: -18720744.000000 Penalty: 5933.967285
	Iteration 9Q: 3 clusters Score -1.872074e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -18723020.000000 Penalty: 5933.967285
	Iteration 10Q: 3 clusters Score -1.872302e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 156121 members 
Entering Unmasked Estep 
Score: -18723850.000000 Penalty: 5933.967285
	Iteration 11Q: 3 clusters Score -1.872385e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -18724164.000000 Penalty: 5933.967285
	Iteration 12Q: 3 clusters Score -1.872416e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -18724312.000000 Penalty: 5933.967285
	Iteration 13Q: 3 clusters Score -1.872431e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 156538 members 
Entering Unmasked Estep 
Score: -18724352.000000 Penalty: 5933.967285
	Iteration 14Q: 3 clusters Score -1.872435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -18724398.000000 Penalty: 5933.967285
	Iteration 15Q: 3 clusters Score -1.87244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 156559 members 
Entering Unmasked Estep 
Score: -18724422.000000 Penalty: 5933.967285
	Iteration 16Q: 3 clusters Score -1.872442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -18724440.000000 Penalty: 5933.967285
	Iteration 17Q: 3 clusters Score -1.872444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 156576 members 
Entering Unmasked Estep 
Score: -18724446.000000 Penalty: 5933.967285
	Iteration 18Q: 3 clusters Score -1.872445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -18724456.000000 Penalty: 5933.967285
	Iteration 19Q: 3 clusters Score -1.872446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -18724486.000000 Penalty: 5933.967285
	Iteration 20F: 3 clusters Score -1.872449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -18724502.000000 Penalty: 5933.967285
	Iteration 21Q: 3 clusters Score -1.87245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -18724516.000000 Penalty: 5933.967285
	Iteration 22Q: 3 clusters Score -1.872452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -18724518.000000 Penalty: 5933.967285
	Iteration 23Q: 3 clusters Score -1.872452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -18724514.000000 Penalty: 5933.967285
	Iteration 24Q: 3 clusters Score -1.872451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -18724514.000000 Penalty: 5933.967285
	Iteration 25Q: 3 clusters Score -1.872451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -18724514.000000 Penalty: 5933.967285
	Iteration 26F: 3 clusters Score -1.872451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1162638.375000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1162638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1154741.125000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1154741 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1157092.125000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1157092 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1157479.000000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1157479 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1157777.625000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1157778 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1158066.625000 Penalty: 4583.567383
	Iteration 4Q: 3 clusters Score -1158067 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1158346.625000 Penalty: 4583.567383
	Iteration 5Q: 3 clusters Score -1158347 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1158618.375000 Penalty: 4583.567383
	Iteration 6Q: 3 clusters Score -1158618 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1158916.500000 Penalty: 4583.567383
	Iteration 7Q: 3 clusters Score -1158916 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1159192.750000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1159193 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1159417.250000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1159417 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1159599.750000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1159600 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1159752.625000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1159753 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1159882.125000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1159882 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1159988.625000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1159989 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1160080.125000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1160080 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1160157.500000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1160158 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1160222.500000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1160222 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1160265.500000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1160266 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1160300.000000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1160300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1160326.875000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1160327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1160362.625000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1160363 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1160404.250000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1160404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1160447.375000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1160447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1160476.500000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1160476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1160497.500000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1160498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1160512.500000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1160512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1160530.750000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1160531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1160550.875000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1160551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1160572.625000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1160573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1160597.000000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1160597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1160613.375000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1160613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1160632.625000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1160633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1160652.375000 Penalty: 4583.567383
	Iteration 32Q: 3 clusters Score -1160652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1160671.750000 Penalty: 4583.567383
	Iteration 33Q: 3 clusters Score -1160672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1160677.750000 Penalty: 4583.567383
	Iteration 34Q: 3 clusters Score -1160678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1160687.500000 Penalty: 4583.567383
	Iteration 35Q: 3 clusters Score -1160688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1160702.500000 Penalty: 4583.567383
	Iteration 36Q: 3 clusters Score -1160702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1160721.000000 Penalty: 4583.567383
	Iteration 37Q: 3 clusters Score -1160721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1160730.875000 Penalty: 4583.567383
	Iteration 38Q: 3 clusters Score -1160731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1160737.125000 Penalty: 4583.567383
	Iteration 39Q: 3 clusters Score -1160737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1160748.625000 Penalty: 4583.567383
	Iteration 40F: 3 clusters Score -1160749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1160755.000000 Penalty: 4583.567383
	Iteration 41Q: 3 clusters Score -1160755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1160764.125000 Penalty: 4583.567383
	Iteration 42Q: 3 clusters Score -1160764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1160766.250000 Penalty: 4583.567383
	Iteration 43Q: 3 clusters Score -1160766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1160771.250000 Penalty: 4583.567383
	Iteration 44Q: 3 clusters Score -1160771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1160779.625000 Penalty: 4583.567383
	Iteration 45Q: 3 clusters Score -1160780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1160785.625000 Penalty: 4583.567383
	Iteration 46Q: 3 clusters Score -1160786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1160791.125000 Penalty: 4583.567383
	Iteration 47Q: 3 clusters Score -1160791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1160791.375000 Penalty: 4583.567383
	Iteration 48Q: 3 clusters Score -1160791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1160796.875000 Penalty: 4583.567383
	Iteration 49Q: 3 clusters Score -1160797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1160797.375000 Penalty: 4583.567383
	Iteration 50Q: 3 clusters Score -1160797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1160800.750000 Penalty: 4583.567383
	Iteration 51Q: 3 clusters Score -1160801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1160802.875000 Penalty: 4583.567383
	Iteration 52Q: 3 clusters Score -1160803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1160803.000000 Penalty: 4583.567383
	Iteration 53Q: 3 clusters Score -1160803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1160805.250000 Penalty: 4583.567383
	Iteration 54Q: 3 clusters Score -1160805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1160804.500000 Penalty: 4583.567383
	Iteration 55Q: 3 clusters Score -1160804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1160805.750000 Penalty: 4583.567383
	Iteration 56Q: 3 clusters Score -1160806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1160807.250000 Penalty: 4583.567383
	Iteration 57Q: 3 clusters Score -1160807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1160809.625000 Penalty: 4583.567383
	Iteration 58Q: 3 clusters Score -1160810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1160811.500000 Penalty: 4583.567383
	Iteration 59Q: 3 clusters Score -1160812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1160814.750000 Penalty: 4583.567383
	Iteration 60F: 3 clusters Score -1160815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1160817.875000 Penalty: 4583.567383
	Iteration 61Q: 3 clusters Score -1160818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1160818.875000 Penalty: 4583.567383
	Iteration 62Q: 3 clusters Score -1160819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1160822.750000 Penalty: 4583.567383
	Iteration 63Q: 3 clusters Score -1160823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1160824.000000 Penalty: 4583.567383
	Iteration 64Q: 3 clusters Score -1160824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1160822.250000 Penalty: 4583.567383
	Iteration 65Q: 3 clusters Score -1160822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1160823.625000 Penalty: 4583.567383
	Iteration 66Q: 3 clusters Score -1160824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1160823.875000 Penalty: 4583.567383
	Iteration 67Q: 3 clusters Score -1160824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1160823.125000 Penalty: 4583.567383
	Iteration 68Q: 3 clusters Score -1160823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1160823.125000 Penalty: 4583.567383
	Iteration 69F: 3 clusters Score -1160823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (93431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Entering Unmasked Estep 
Score: -11120594.000000 Penalty: 2838.354736
	Iteration 0F: 2 clusters Score -1.112059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -11058078.000000 Penalty: 5676.709473
	Iteration 0F: 3 clusters Score -1.105808e+07 nChanged 44029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -11083344.000000 Penalty: 5676.709473
	Iteration 1F: 3 clusters Score -1.108334e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -11084042.000000 Penalty: 5676.709473
	Iteration 2Q: 3 clusters Score -1.108404e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -11084840.000000 Penalty: 5676.709473
	Iteration 3Q: 3 clusters Score -1.108484e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -11085728.000000 Penalty: 5676.709473
	Iteration 4Q: 3 clusters Score -1.108573e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -11086796.000000 Penalty: 5676.709473
	Iteration 5Q: 3 clusters Score -1.10868e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -11087842.000000 Penalty: 5676.709473
	Iteration 6Q: 3 clusters Score -1.108784e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11088972.000000 Penalty: 5676.709473
	Iteration 7Q: 3 clusters Score -1.108897e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -11090396.000000 Penalty: 5676.709473
	Iteration 8Q: 3 clusters Score -1.10904e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -11092305.000000 Penalty: 5676.709473
	Iteration 9Q: 3 clusters Score -1.10923e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -11095026.000000 Penalty: 5676.709473
	Iteration 10Q: 3 clusters Score -1.109503e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -11098527.000000 Penalty: 5676.709473
	Iteration 11F: 3 clusters Score -1.109853e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -11102601.000000 Penalty: 5676.709473
	Iteration 12F: 3 clusters Score -1.11026e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -11106429.000000 Penalty: 5676.709473
	Iteration 13F: 3 clusters Score -1.110643e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -11109580.000000 Penalty: 5676.709473
	Iteration 14Q: 3 clusters Score -1.110958e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -11111598.000000 Penalty: 5676.709473
	Iteration 15Q: 3 clusters Score -1.11116e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -11113000.000000 Penalty: 5676.709473
	Iteration 16Q: 3 clusters Score -1.1113e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -11113897.000000 Penalty: 5676.709473
	Iteration 17Q: 3 clusters Score -1.11139e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -11114684.000000 Penalty: 5676.709473
	Iteration 18Q: 3 clusters Score -1.111468e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -11115315.000000 Penalty: 5676.709473
	Iteration 19Q: 3 clusters Score -1.111532e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -11115742.000000 Penalty: 5676.709473
	Iteration 20F: 3 clusters Score -1.111574e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -11116180.000000 Penalty: 5676.709473
	Iteration 21Q: 3 clusters Score -1.111618e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -11116549.000000 Penalty: 5676.709473
	Iteration 22Q: 3 clusters Score -1.111655e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11116801.000000 Penalty: 5676.709473
	Iteration 23Q: 3 clusters Score -1.11168e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -11117020.000000 Penalty: 5676.709473
	Iteration 24Q: 3 clusters Score -1.111702e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -11117207.000000 Penalty: 5676.709473
	Iteration 25Q: 3 clusters Score -1.111721e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -11117320.000000 Penalty: 5676.709473
	Iteration 26Q: 3 clusters Score -1.111732e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88682 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -11117466.000000 Penalty: 5676.709473
	Iteration 27Q: 3 clusters Score -1.111747e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -11117519.000000 Penalty: 5676.709473
	Iteration 28Q: 3 clusters Score -1.111752e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -11117639.000000 Penalty: 5676.709473
	Iteration 29Q: 3 clusters Score -1.111764e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -11117716.000000 Penalty: 5676.709473
	Iteration 30Q: 3 clusters Score -1.111772e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -11117789.000000 Penalty: 5676.709473
	Iteration 31Q: 3 clusters Score -1.111779e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -11117875.000000 Penalty: 5676.709473
	Iteration 32Q: 3 clusters Score -1.111788e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -11117866.000000 Penalty: 5676.709473
	Iteration 33Q: 3 clusters Score -1.111787e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -11117880.000000 Penalty: 5676.709473
	Iteration 34Q: 3 clusters Score -1.111788e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11117940.000000 Penalty: 5676.709473
	Iteration 35Q: 3 clusters Score -1.111794e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11117995.000000 Penalty: 5676.709473
	Iteration 36Q: 3 clusters Score -1.1118e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -11118008.000000 Penalty: 5676.709473
	Iteration 37Q: 3 clusters Score -1.111801e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11118031.000000 Penalty: 5676.709473
	Iteration 38Q: 3 clusters Score -1.111803e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -11118046.000000 Penalty: 5676.709473
	Iteration 39Q: 3 clusters Score -1.111805e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11118091.000000 Penalty: 5676.709473
	Iteration 40F: 3 clusters Score -1.111809e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -11118116.000000 Penalty: 5676.709473
	Iteration 41Q: 3 clusters Score -1.111812e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -11118143.000000 Penalty: 5676.709473
	Iteration 42Q: 3 clusters Score -1.111814e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -11118160.000000 Penalty: 5676.709473
	Iteration 43Q: 3 clusters Score -1.111816e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11118187.000000 Penalty: 5676.709473
	Iteration 44Q: 3 clusters Score -1.111819e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11118232.000000 Penalty: 5676.709473
	Iteration 45Q: 3 clusters Score -1.111823e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11118236.000000 Penalty: 5676.709473
	Iteration 46Q: 3 clusters Score -1.111824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -11118255.000000 Penalty: 5676.709473
	Iteration 47Q: 3 clusters Score -1.111826e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11118251.000000 Penalty: 5676.709473
	Iteration 48Q: 3 clusters Score -1.111825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11118261.000000 Penalty: 5676.709473
	Iteration 49Q: 3 clusters Score -1.111826e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -11118295.000000 Penalty: 5676.709473
	Iteration 50Q: 3 clusters Score -1.11183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11118303.000000 Penalty: 5676.709473
	Iteration 51Q: 3 clusters Score -1.11183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11118304.000000 Penalty: 5676.709473
	Iteration 52Q: 3 clusters Score -1.11183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11118308.000000 Penalty: 5676.709473
	Iteration 53Q: 3 clusters Score -1.111831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11118325.000000 Penalty: 5676.709473
	Iteration 54Q: 3 clusters Score -1.111832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11118338.000000 Penalty: 5676.709473
	Iteration 55Q: 3 clusters Score -1.111834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11118331.000000 Penalty: 5676.709473
	Iteration 56Q: 3 clusters Score -1.111833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11118352.000000 Penalty: 5676.709473
	Iteration 57Q: 3 clusters Score -1.111835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11118351.000000 Penalty: 5676.709473
	Iteration 58Q: 3 clusters Score -1.111835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11118353.000000 Penalty: 5676.709473
	Iteration 59Q: 3 clusters Score -1.111835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -11118355.000000 Penalty: 5676.709473
	Iteration 60F: 3 clusters Score -1.111836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Entering Unmasked Estep 
Score: -1698833.000000 Penalty: 2374.285645
	Iteration 0F: 2 clusters Score -1698833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1688348.625000 Penalty: 4748.571289
	Iteration 0F: 3 clusters Score -1688349 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1691805.875000 Penalty: 4748.571289
	Iteration 1F: 3 clusters Score -1691806 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1692344.625000 Penalty: 4748.571289
	Iteration 2F: 3 clusters Score -1692345 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1692872.000000 Penalty: 4748.571289
	Iteration 3F: 3 clusters Score -1692872 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1693457.750000 Penalty: 4748.571289
	Iteration 4F: 3 clusters Score -1693458 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1694081.125000 Penalty: 4748.571289
	Iteration 5F: 3 clusters Score -1694081 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1694764.000000 Penalty: 4748.571289
	Iteration 6F: 3 clusters Score -1694764 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1695498.375000 Penalty: 4748.571289
	Iteration 7F: 3 clusters Score -1695498 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1696101.500000 Penalty: 4748.571289
	Iteration 8F: 3 clusters Score -1696102 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1696568.375000 Penalty: 4748.571289
	Iteration 9Q: 3 clusters Score -1696568 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1696871.500000 Penalty: 4748.571289
	Iteration 10Q: 3 clusters Score -1696872 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1697083.375000 Penalty: 4748.571289
	Iteration 11Q: 3 clusters Score -1697083 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1697187.875000 Penalty: 4748.571289
	Iteration 12Q: 3 clusters Score -1697188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1697250.250000 Penalty: 4748.571289
	Iteration 13Q: 3 clusters Score -1697250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1697274.000000 Penalty: 4748.571289
	Iteration 14Q: 3 clusters Score -1697274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1697299.000000 Penalty: 4748.571289
	Iteration 15Q: 3 clusters Score -1697299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1697314.000000 Penalty: 4748.571289
	Iteration 16Q: 3 clusters Score -1697314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1697320.875000 Penalty: 4748.571289
	Iteration 17Q: 3 clusters Score -1697321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1697334.250000 Penalty: 4748.571289
	Iteration 18Q: 3 clusters Score -1697334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1697348.125000 Penalty: 4748.571289
	Iteration 19Q: 3 clusters Score -1697348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1697358.000000 Penalty: 4748.571289
	Iteration 20F: 3 clusters Score -1697358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1697382.125000 Penalty: 4748.571289
	Iteration 21Q: 3 clusters Score -1697382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1697391.250000 Penalty: 4748.571289
	Iteration 22Q: 3 clusters Score -1697391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1697399.375000 Penalty: 4748.571289
	Iteration 23Q: 3 clusters Score -1697399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1697405.500000 Penalty: 4748.571289
	Iteration 24Q: 3 clusters Score -1697406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1697424.750000 Penalty: 4748.571289
	Iteration 25Q: 3 clusters Score -1697425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1697432.125000 Penalty: 4748.571289
	Iteration 26Q: 3 clusters Score -1697432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1697439.375000 Penalty: 4748.571289
	Iteration 27Q: 3 clusters Score -1697439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1697441.125000 Penalty: 4748.571289
	Iteration 28Q: 3 clusters Score -1697441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1697447.625000 Penalty: 4748.571289
	Iteration 29Q: 3 clusters Score -1697448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1697450.375000 Penalty: 4748.571289
	Iteration 30Q: 3 clusters Score -1697450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1697451.125000 Penalty: 4748.571289
	Iteration 31Q: 3 clusters Score -1697451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1697459.125000 Penalty: 4748.571289
	Iteration 32Q: 3 clusters Score -1697459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1697460.625000 Penalty: 4748.571289
	Iteration 33Q: 3 clusters Score -1697461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1697458.625000 Penalty: 4748.571289
	Iteration 34Q: 3 clusters Score -1697459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1697461.500000 Penalty: 4748.571289
	Iteration 35Q: 3 clusters Score -1697462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1697463.125000 Penalty: 4748.571289
	Iteration 36Q: 3 clusters Score -1697463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1697465.000000 Penalty: 4748.571289
	Iteration 37Q: 3 clusters Score -1697465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1697466.500000 Penalty: 4748.571289
	Iteration 38Q: 3 clusters Score -1697466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1697469.625000 Penalty: 4748.571289
	Iteration 39Q: 3 clusters Score -1697470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1697471.000000 Penalty: 4748.571289
	Iteration 40F: 3 clusters Score -1697471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1697470.500000 Penalty: 4748.571289
	Iteration 41Q: 3 clusters Score -1697470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1697472.750000 Penalty: 4748.571289
	Iteration 42Q: 3 clusters Score -1697473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1697473.500000 Penalty: 4748.571289
	Iteration 43Q: 3 clusters Score -1697474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1697474.000000 Penalty: 4748.571289
	Iteration 44Q: 3 clusters Score -1697474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1697474.625000 Penalty: 4748.571289
	Iteration 45Q: 3 clusters Score -1697475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1697475.000000 Penalty: 4748.571289
	Iteration 46Q: 3 clusters Score -1697475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1697478.500000 Penalty: 4748.571289
	Iteration 47Q: 3 clusters Score -1697478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1697478.250000 Penalty: 4748.571289
	Iteration 48Q: 3 clusters Score -1697478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1697477.375000 Penalty: 4748.571289
	Iteration 49Q: 3 clusters Score -1697477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1697477.375000 Penalty: 4748.571289
	Iteration 50F: 3 clusters Score -1697477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Entering Unmasked Estep 
Score: -10771009.000000 Penalty: 2824.433838
	Iteration 0F: 2 clusters Score -1.077101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -10711782.000000 Penalty: 5648.867676
	Iteration 0F: 3 clusters Score -1.071178e+07 nChanged 41862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -10736023.000000 Penalty: 5648.867676
	Iteration 1F: 3 clusters Score -1.073602e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -10737025.000000 Penalty: 5648.867676
	Iteration 2Q: 3 clusters Score -1.073702e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -10737994.000000 Penalty: 5648.867676
	Iteration 3Q: 3 clusters Score -1.073799e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -10739084.000000 Penalty: 5648.867676
	Iteration 4Q: 3 clusters Score -1.073908e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -10740493.000000 Penalty: 5648.867676
	Iteration 5Q: 3 clusters Score -1.074049e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -10742181.000000 Penalty: 5648.867676
	Iteration 6Q: 3 clusters Score -1.074218e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -10744220.000000 Penalty: 5648.867676
	Iteration 7Q: 3 clusters Score -1.074422e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -10746864.000000 Penalty: 5648.867676
	Iteration 8F: 3 clusters Score -1.074686e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -10750002.000000 Penalty: 5648.867676
	Iteration 9F: 3 clusters Score -1.075e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -10753357.000000 Penalty: 5648.867676
	Iteration 10F: 3 clusters Score -1.075336e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -10756204.000000 Penalty: 5648.867676
	Iteration 11Q: 3 clusters Score -1.07562e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -10757775.000000 Penalty: 5648.867676
	Iteration 12Q: 3 clusters Score -1.075778e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -10758628.000000 Penalty: 5648.867676
	Iteration 13Q: 3 clusters Score -1.075863e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -10759113.000000 Penalty: 5648.867676
	Iteration 14Q: 3 clusters Score -1.075911e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -10759600.000000 Penalty: 5648.867676
	Iteration 15Q: 3 clusters Score -1.07596e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -10760058.000000 Penalty: 5648.867676
	Iteration 16Q: 3 clusters Score -1.076006e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -10760514.000000 Penalty: 5648.867676
	Iteration 17Q: 3 clusters Score -1.076051e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -10761033.000000 Penalty: 5648.867676
	Iteration 18Q: 3 clusters Score -1.076103e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -10761549.000000 Penalty: 5648.867676
	Iteration 19Q: 3 clusters Score -1.076155e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -10762120.000000 Penalty: 5648.867676
	Iteration 20F: 3 clusters Score -1.076212e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -10762760.000000 Penalty: 5648.867676
	Iteration 21Q: 3 clusters Score -1.076276e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -10763460.000000 Penalty: 5648.867676
	Iteration 22Q: 3 clusters Score -1.076346e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -10764109.000000 Penalty: 5648.867676
	Iteration 23Q: 3 clusters Score -1.076411e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -10764801.000000 Penalty: 5648.867676
	Iteration 24Q: 3 clusters Score -1.07648e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -10765450.000000 Penalty: 5648.867676
	Iteration 25Q: 3 clusters Score -1.076545e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -10765983.000000 Penalty: 5648.867676
	Iteration 26Q: 3 clusters Score -1.076598e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -10766434.000000 Penalty: 5648.867676
	Iteration 27Q: 3 clusters Score -1.076643e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -10766842.000000 Penalty: 5648.867676
	Iteration 28Q: 3 clusters Score -1.076684e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -10767157.000000 Penalty: 5648.867676
	Iteration 29Q: 3 clusters Score -1.076716e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10767459.000000 Penalty: 5648.867676
	Iteration 30Q: 3 clusters Score -1.076746e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10767658.000000 Penalty: 5648.867676
	Iteration 31Q: 3 clusters Score -1.076766e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10767872.000000 Penalty: 5648.867676
	Iteration 32Q: 3 clusters Score -1.076787e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10767960.000000 Penalty: 5648.867676
	Iteration 33Q: 3 clusters Score -1.076796e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10768079.000000 Penalty: 5648.867676
	Iteration 34Q: 3 clusters Score -1.076808e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10768179.000000 Penalty: 5648.867676
	Iteration 35Q: 3 clusters Score -1.076818e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10768250.000000 Penalty: 5648.867676
	Iteration 36Q: 3 clusters Score -1.076825e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10768278.000000 Penalty: 5648.867676
	Iteration 37Q: 3 clusters Score -1.076828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10768330.000000 Penalty: 5648.867676
	Iteration 38Q: 3 clusters Score -1.076833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10768356.000000 Penalty: 5648.867676
	Iteration 39Q: 3 clusters Score -1.076836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10768372.000000 Penalty: 5648.867676
	Iteration 40F: 3 clusters Score -1.076837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10768390.000000 Penalty: 5648.867676
	Iteration 41Q: 3 clusters Score -1.076839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10768411.000000 Penalty: 5648.867676
	Iteration 42Q: 3 clusters Score -1.076841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10768417.000000 Penalty: 5648.867676
	Iteration 43Q: 3 clusters Score -1.076842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10768434.000000 Penalty: 5648.867676
	Iteration 44Q: 3 clusters Score -1.076843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10768450.000000 Penalty: 5648.867676
	Iteration 45Q: 3 clusters Score -1.076845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10768459.000000 Penalty: 5648.867676
	Iteration 46Q: 3 clusters Score -1.076846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10768460.000000 Penalty: 5648.867676
	Iteration 47Q: 3 clusters Score -1.076846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10768465.000000 Penalty: 5648.867676
	Iteration 48Q: 3 clusters Score -1.076846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10768469.000000 Penalty: 5648.867676
	Iteration 49Q: 3 clusters Score -1.076847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10768487.000000 Penalty: 5648.867676
	Iteration 50Q: 3 clusters Score -1.076849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10768490.000000 Penalty: 5648.867676
	Iteration 51Q: 3 clusters Score -1.076849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10768483.000000 Penalty: 5648.867676
	Iteration 52Q: 3 clusters Score -1.076848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10768492.000000 Penalty: 5648.867676
	Iteration 53Q: 3 clusters Score -1.076849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10768497.000000 Penalty: 5648.867676
	Iteration 54Q: 3 clusters Score -1.07685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10768489.000000 Penalty: 5648.867676
	Iteration 55Q: 3 clusters Score -1.076849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10768491.000000 Penalty: 5648.867676
	Iteration 56Q: 3 clusters Score -1.076849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10768496.000000 Penalty: 5648.867676
	Iteration 57Q: 3 clusters Score -1.07685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10768493.000000 Penalty: 5648.867676
	Iteration 58Q: 3 clusters Score -1.076849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10768493.000000 Penalty: 5648.867676
	Iteration 59F: 3 clusters Score -1.076849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Entering Unmasked Estep 
Score: -13232722.000000 Penalty: 2881.956543
	Iteration 0F: 2 clusters Score -1.323272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -13158492.000000 Penalty: 5763.913086
	Iteration 0F: 3 clusters Score -1.315849e+07 nChanged 52609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -13189245.000000 Penalty: 5763.913086
	Iteration 1F: 3 clusters Score -1.318924e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -13190717.000000 Penalty: 5763.913086
	Iteration 2Q: 3 clusters Score -1.319072e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -13192783.000000 Penalty: 5763.913086
	Iteration 3Q: 3 clusters Score -1.319278e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -13195780.000000 Penalty: 5763.913086
	Iteration 4Q: 3 clusters Score -1.319578e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -13199772.000000 Penalty: 5763.913086
	Iteration 5F: 3 clusters Score -1.319977e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -13204501.000000 Penalty: 5763.913086
	Iteration 6F: 3 clusters Score -1.32045e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -13209158.000000 Penalty: 5763.913086
	Iteration 7F: 3 clusters Score -1.320916e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -13213612.000000 Penalty: 5763.913086
	Iteration 8F: 3 clusters Score -1.321361e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -13217515.000000 Penalty: 5763.913086
	Iteration 9F: 3 clusters Score -1.321752e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -13220938.000000 Penalty: 5763.913086
	Iteration 10Q: 3 clusters Score -1.322094e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -13223690.000000 Penalty: 5763.913086
	Iteration 11Q: 3 clusters Score -1.322369e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -13225740.000000 Penalty: 5763.913086
	Iteration 12Q: 3 clusters Score -1.322574e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -13227249.000000 Penalty: 5763.913086
	Iteration 13Q: 3 clusters Score -1.322725e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -13228319.000000 Penalty: 5763.913086
	Iteration 14Q: 3 clusters Score -1.322832e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -13229023.000000 Penalty: 5763.913086
	Iteration 15Q: 3 clusters Score -1.322902e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 107576 members 
Entering Unmasked Estep 
Score: -13229528.000000 Penalty: 5763.913086
	Iteration 16Q: 3 clusters Score -1.322953e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -13229842.000000 Penalty: 5763.913086
	Iteration 17Q: 3 clusters Score -1.322984e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 108617 members 
Entering Unmasked Estep 
Score: -13230091.000000 Penalty: 5763.913086
	Iteration 18Q: 3 clusters Score -1.323009e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 108926 members 
Entering Unmasked Estep 
Score: -13230245.000000 Penalty: 5763.913086
	Iteration 19Q: 3 clusters Score -1.323024e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -13230357.000000 Penalty: 5763.913086
	Iteration 20F: 3 clusters Score -1.323036e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 109282 members 
Entering Unmasked Estep 
Score: -13230440.000000 Penalty: 5763.913086
	Iteration 21Q: 3 clusters Score -1.323044e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -13230474.000000 Penalty: 5763.913086
	Iteration 22Q: 3 clusters Score -1.323047e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -13230516.000000 Penalty: 5763.913086
	Iteration 23Q: 3 clusters Score -1.323052e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 109479 members 
Entering Unmasked Estep 
Score: -13230531.000000 Penalty: 5763.913086
	Iteration 24Q: 3 clusters Score -1.323053e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -13230544.000000 Penalty: 5763.913086
	Iteration 25Q: 3 clusters Score -1.323054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -13230549.000000 Penalty: 5763.913086
	Iteration 26Q: 3 clusters Score -1.323055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
Score: -13230558.000000 Penalty: 5763.913086
	Iteration 27Q: 3 clusters Score -1.323056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -13230556.000000 Penalty: 5763.913086
	Iteration 28Q: 3 clusters Score -1.323056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 109587 members 
Entering Unmasked Estep 
Score: -13230567.000000 Penalty: 5763.913086
	Iteration 29Q: 3 clusters Score -1.323057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -13230565.000000 Penalty: 5763.913086
	Iteration 30Q: 3 clusters Score -1.323056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -13230581.000000 Penalty: 5763.913086
	Iteration 31Q: 3 clusters Score -1.323058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 109611 members 
Entering Unmasked Estep 
Score: -13230584.000000 Penalty: 5763.913086
	Iteration 32Q: 3 clusters Score -1.323058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -13230573.000000 Penalty: 5763.913086
	Iteration 33Q: 3 clusters Score -1.323057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -13230590.000000 Penalty: 5763.913086
	Iteration 34Q: 3 clusters Score -1.323059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 109622 members 
Entering Unmasked Estep 
Score: -13230580.000000 Penalty: 5763.913086
	Iteration 35Q: 3 clusters Score -1.323058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -13230569.000000 Penalty: 5763.913086
	Iteration 36Q: 3 clusters Score -1.323057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -13230574.000000 Penalty: 5763.913086
	Iteration 37Q: 3 clusters Score -1.323057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -13230576.000000 Penalty: 5763.913086
	Iteration 38Q: 3 clusters Score -1.323058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 109660 members 
Entering Unmasked Estep 
Score: -13230595.000000 Penalty: 5763.913086
	Iteration 39Q: 3 clusters Score -1.32306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 109670 members 
Entering Unmasked Estep 
Score: -13230605.000000 Penalty: 5763.913086
	Iteration 40F: 3 clusters Score -1.32306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 109678 members 
Entering Unmasked Estep 
Score: -13230597.000000 Penalty: 5763.913086
	Iteration 41Q: 3 clusters Score -1.32306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 109677 members 
Entering Unmasked Estep 
Score: -13230610.000000 Penalty: 5763.913086
	Iteration 42Q: 3 clusters Score -1.323061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -13230615.000000 Penalty: 5763.913086
	Iteration 43Q: 3 clusters Score -1.323062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -13230613.000000 Penalty: 5763.913086
	Iteration 44Q: 3 clusters Score -1.323061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -13230616.000000 Penalty: 5763.913086
	Iteration 45Q: 3 clusters Score -1.323062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 109691 members 
Entering Unmasked Estep 
Score: -13230620.000000 Penalty: 5763.913086
	Iteration 46Q: 3 clusters Score -1.323062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -13230622.000000 Penalty: 5763.913086
	Iteration 47Q: 3 clusters Score -1.323062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -13230624.000000 Penalty: 5763.913086
	Iteration 48Q: 3 clusters Score -1.323062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 109693 members 
Entering Unmasked Estep 
Score: -13230617.000000 Penalty: 5763.913086
	Iteration 49Q: 3 clusters Score -1.323062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -13230623.000000 Penalty: 5763.913086
	Iteration 50Q: 3 clusters Score -1.323062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -13230612.000000 Penalty: 5763.913086
	Iteration 51Q: 3 clusters Score -1.323061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -13230620.000000 Penalty: 5763.913086
	Iteration 52Q: 3 clusters Score -1.323062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -13230627.000000 Penalty: 5763.913086
	Iteration 53Q: 3 clusters Score -1.323063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -13230629.000000 Penalty: 5763.913086
	Iteration 54Q: 3 clusters Score -1.323063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -13230629.000000 Penalty: 5763.913086
	Iteration 55Q: 3 clusters Score -1.323063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -13230634.000000 Penalty: 5763.913086
	Iteration 56Q: 3 clusters Score -1.323063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 109716 members 
Entering Unmasked Estep 
Score: -13230635.000000 Penalty: 5763.913086
	Iteration 57Q: 3 clusters Score -1.323064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -13230634.000000 Penalty: 5763.913086
	Iteration 58Q: 3 clusters Score -1.323063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -13230639.000000 Penalty: 5763.913086
	Iteration 59Q: 3 clusters Score -1.323064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -13230640.000000 Penalty: 5763.913086
	Iteration 60F: 3 clusters Score -1.323064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 109724 members 
Entering Unmasked Estep 
Score: -13230635.000000 Penalty: 5763.913086
	Iteration 61Q: 3 clusters Score -1.323064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 109727 members 
Entering Unmasked Estep 
Score: -13230636.000000 Penalty: 5763.913086
	Iteration 62Q: 3 clusters Score -1.323064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 109729 members 
Entering Unmasked Estep 
Score: -13230640.000000 Penalty: 5763.913086
	Iteration 63Q: 3 clusters Score -1.323064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -13230639.000000 Penalty: 5763.913086
	Iteration 64Q: 3 clusters Score -1.323064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 109734 members 
Entering Unmasked Estep 
Score: -13230643.000000 Penalty: 5763.913086
	Iteration 65Q: 3 clusters Score -1.323064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -13230639.000000 Penalty: 5763.913086
	Iteration 66Q: 3 clusters Score -1.323064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -13230639.000000 Penalty: 5763.913086
	Iteration 67F: 3 clusters Score -1.323064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Entering Unmasked Estep 
Score: -4110517.250000 Penalty: 2587.543945
	Iteration 0F: 2 clusters Score -4110517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4087262.000000 Penalty: 5175.087891
	Iteration 0F: 3 clusters Score -4087262 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4095890.250000 Penalty: 5175.087891
	Iteration 1F: 3 clusters Score -4095890 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4096421.250000 Penalty: 5175.087891
	Iteration 2Q: 3 clusters Score -4096421 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4096870.500000 Penalty: 5175.087891
	Iteration 3Q: 3 clusters Score -4096870 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4097295.750000 Penalty: 5175.087891
	Iteration 4Q: 3 clusters Score -4097296 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4097763.750000 Penalty: 5175.087891
	Iteration 5Q: 3 clusters Score -4097764 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -4098313.250000 Penalty: 5175.087891
	Iteration 6Q: 3 clusters Score -4098313 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4099064.500000 Penalty: 5175.087891
	Iteration 7Q: 3 clusters Score -4099064 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4100025.000000 Penalty: 5175.087891
	Iteration 8Q: 3 clusters Score -4100025 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4101321.250000 Penalty: 5175.087891
	Iteration 9F: 3 clusters Score -4101321 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -4102831.750000 Penalty: 5175.087891
	Iteration 10F: 3 clusters Score -4102832 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -4104212.000000 Penalty: 5175.087891
	Iteration 11F: 3 clusters Score -4104212 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4105308.000000 Penalty: 5175.087891
	Iteration 12Q: 3 clusters Score -4105308 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4106068.250000 Penalty: 5175.087891
	Iteration 13Q: 3 clusters Score -4106068 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4106621.250000 Penalty: 5175.087891
	Iteration 14Q: 3 clusters Score -4106621 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4107009.500000 Penalty: 5175.087891
	Iteration 15Q: 3 clusters Score -4107010 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4107304.750000 Penalty: 5175.087891
	Iteration 16Q: 3 clusters Score -4107305 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4107527.750000 Penalty: 5175.087891
	Iteration 17Q: 3 clusters Score -4107528 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4107694.000000 Penalty: 5175.087891
	Iteration 18Q: 3 clusters Score -4107694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4107794.500000 Penalty: 5175.087891
	Iteration 19Q: 3 clusters Score -4107794 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4107884.000000 Penalty: 5175.087891
	Iteration 20F: 3 clusters Score -4107884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4107967.750000 Penalty: 5175.087891
	Iteration 21Q: 3 clusters Score -4107968 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4108038.750000 Penalty: 5175.087891
	Iteration 22Q: 3 clusters Score -4108039 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4108102.000000 Penalty: 5175.087891
	Iteration 23Q: 3 clusters Score -4108102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4108126.750000 Penalty: 5175.087891
	Iteration 24Q: 3 clusters Score -4108127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4108158.250000 Penalty: 5175.087891
	Iteration 25Q: 3 clusters Score -4108158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4108176.250000 Penalty: 5175.087891
	Iteration 26Q: 3 clusters Score -4108176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4108193.500000 Penalty: 5175.087891
	Iteration 27Q: 3 clusters Score -4108194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4108215.500000 Penalty: 5175.087891
	Iteration 28Q: 3 clusters Score -4108216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4108233.500000 Penalty: 5175.087891
	Iteration 29Q: 3 clusters Score -4108234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4108237.500000 Penalty: 5175.087891
	Iteration 30Q: 3 clusters Score -4108238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4108253.000000 Penalty: 5175.087891
	Iteration 31Q: 3 clusters Score -4108253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4108268.000000 Penalty: 5175.087891
	Iteration 32Q: 3 clusters Score -4108268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4108282.500000 Penalty: 5175.087891
	Iteration 33Q: 3 clusters Score -4108282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4108287.250000 Penalty: 5175.087891
	Iteration 34Q: 3 clusters Score -4108287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4108304.000000 Penalty: 5175.087891
	Iteration 35Q: 3 clusters Score -4108304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4108318.250000 Penalty: 5175.087891
	Iteration 36Q: 3 clusters Score -4108318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4108321.000000 Penalty: 5175.087891
	Iteration 37Q: 3 clusters Score -4108321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4108324.250000 Penalty: 5175.087891
	Iteration 38Q: 3 clusters Score -4108324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4108326.000000 Penalty: 5175.087891
	Iteration 39Q: 3 clusters Score -4108326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4108341.750000 Penalty: 5175.087891
	Iteration 40F: 3 clusters Score -4108342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4108342.250000 Penalty: 5175.087891
	Iteration 41Q: 3 clusters Score -4108342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4108343.750000 Penalty: 5175.087891
	Iteration 42Q: 3 clusters Score -4108344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4108343.000000 Penalty: 5175.087891
	Iteration 43Q: 3 clusters Score -4108343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4108348.500000 Penalty: 5175.087891
	Iteration 44Q: 3 clusters Score -4108348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4108354.000000 Penalty: 5175.087891
	Iteration 45Q: 3 clusters Score -4108354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4108363.250000 Penalty: 5175.087891
	Iteration 46Q: 3 clusters Score -4108363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4108369.000000 Penalty: 5175.087891
	Iteration 47Q: 3 clusters Score -4108369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4108372.250000 Penalty: 5175.087891
	Iteration 48Q: 3 clusters Score -4108372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4108378.500000 Penalty: 5175.087891
	Iteration 49Q: 3 clusters Score -4108378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4108384.000000 Penalty: 5175.087891
	Iteration 50Q: 3 clusters Score -4108384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4108384.000000 Penalty: 5175.087891
	Iteration 51Q: 3 clusters Score -4108384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4108386.000000 Penalty: 5175.087891
	Iteration 52Q: 3 clusters Score -4108386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4108386.000000 Penalty: 5175.087891
	Iteration 53Q: 3 clusters Score -4108386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4108391.250000 Penalty: 5175.087891
	Iteration 54Q: 3 clusters Score -4108391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4108396.000000 Penalty: 5175.087891
	Iteration 55Q: 3 clusters Score -4108396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4108402.250000 Penalty: 5175.087891
	Iteration 56Q: 3 clusters Score -4108402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4108413.750000 Penalty: 5175.087891
	Iteration 57Q: 3 clusters Score -4108414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4108424.500000 Penalty: 5175.087891
	Iteration 58Q: 3 clusters Score -4108424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4108421.250000 Penalty: 5175.087891
	Iteration 59Q: 3 clusters Score -4108421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4108420.500000 Penalty: 5175.087891
	Iteration 60F: 3 clusters Score -4108420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4108429.000000 Penalty: 5175.087891
	Iteration 61Q: 3 clusters Score -4108429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4108437.250000 Penalty: 5175.087891
	Iteration 62Q: 3 clusters Score -4108437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4108435.000000 Penalty: 5175.087891
	Iteration 63Q: 3 clusters Score -4108435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4108438.250000 Penalty: 5175.087891
	Iteration 64Q: 3 clusters Score -4108438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4108437.250000 Penalty: 5175.087891
	Iteration 65Q: 3 clusters Score -4108437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4108436.750000 Penalty: 5175.087891
	Iteration 66Q: 3 clusters Score -4108437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4108440.750000 Penalty: 5175.087891
	Iteration 67Q: 3 clusters Score -4108441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4108440.750000 Penalty: 5175.087891
	Iteration 68F: 3 clusters Score -4108441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Entering Unmasked Estep 
Score: -4460203.000000 Penalty: 2612.488281
	Iteration 0F: 2 clusters Score -4460203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4434859.000000 Penalty: 5224.976562
	Iteration 0F: 3 clusters Score -4434859 nChanged 17043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4444397.000000 Penalty: 5224.976562
	Iteration 1F: 3 clusters Score -4444397 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4445098.000000 Penalty: 5224.976562
	Iteration 2Q: 3 clusters Score -4445098 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4445799.000000 Penalty: 5224.976562
	Iteration 3Q: 3 clusters Score -4445799 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4446661.000000 Penalty: 5224.976562
	Iteration 4Q: 3 clusters Score -4446661 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4447678.500000 Penalty: 5224.976562
	Iteration 5Q: 3 clusters Score -4447678 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4449019.500000 Penalty: 5224.976562
	Iteration 6F: 3 clusters Score -4449020 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4450650.500000 Penalty: 5224.976562
	Iteration 7F: 3 clusters Score -4450650 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4452411.500000 Penalty: 5224.976562
	Iteration 8F: 3 clusters Score -4452412 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4453767.500000 Penalty: 5224.976562
	Iteration 9F: 3 clusters Score -4453768 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4454712.000000 Penalty: 5224.976562
	Iteration 10Q: 3 clusters Score -4454712 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4455320.500000 Penalty: 5224.976562
	Iteration 11Q: 3 clusters Score -4455320 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4455831.500000 Penalty: 5224.976562
	Iteration 12Q: 3 clusters Score -4455832 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4456221.500000 Penalty: 5224.976562
	Iteration 13Q: 3 clusters Score -4456222 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -4456610.000000 Penalty: 5224.976562
	Iteration 14Q: 3 clusters Score -4456610 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4456885.000000 Penalty: 5224.976562
	Iteration 15Q: 3 clusters Score -4456885 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4457064.500000 Penalty: 5224.976562
	Iteration 16Q: 3 clusters Score -4457064 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4457215.000000 Penalty: 5224.976562
	Iteration 17Q: 3 clusters Score -4457215 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4457300.000000 Penalty: 5224.976562
	Iteration 18Q: 3 clusters Score -4457300 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4457362.000000 Penalty: 5224.976562
	Iteration 19Q: 3 clusters Score -4457362 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4457398.500000 Penalty: 5224.976562
	Iteration 20F: 3 clusters Score -4457398 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4457424.500000 Penalty: 5224.976562
	Iteration 21Q: 3 clusters Score -4457424 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4457466.500000 Penalty: 5224.976562
	Iteration 22Q: 3 clusters Score -4457466 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4457468.500000 Penalty: 5224.976562
	Iteration 23Q: 3 clusters Score -4457468 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -4457493.500000 Penalty: 5224.976562
	Iteration 24Q: 3 clusters Score -4457494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -4457495.000000 Penalty: 5224.976562
	Iteration 25Q: 3 clusters Score -4457495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4457498.000000 Penalty: 5224.976562
	Iteration 26Q: 3 clusters Score -4457498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4457514.500000 Penalty: 5224.976562
	Iteration 27Q: 3 clusters Score -4457514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4457514.500000 Penalty: 5224.976562
	Iteration 28Q: 3 clusters Score -4457514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -4457514.500000 Penalty: 5224.976562
	Iteration 29Q: 3 clusters Score -4457514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4457507.500000 Penalty: 5224.976562
	Iteration 30Q: 3 clusters Score -4457508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4457515.000000 Penalty: 5224.976562
	Iteration 31Q: 3 clusters Score -4457515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4457525.500000 Penalty: 5224.976562
	Iteration 32Q: 3 clusters Score -4457526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4457516.000000 Penalty: 5224.976562
	Iteration 33Q: 3 clusters Score -4457516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4457517.000000 Penalty: 5224.976562
	Iteration 34Q: 3 clusters Score -4457517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4457523.500000 Penalty: 5224.976562
	Iteration 35Q: 3 clusters Score -4457524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4457530.000000 Penalty: 5224.976562
	Iteration 36Q: 3 clusters Score -4457530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4457527.500000 Penalty: 5224.976562
	Iteration 37Q: 3 clusters Score -4457528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4457530.500000 Penalty: 5224.976562
	Iteration 38Q: 3 clusters Score -4457530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -4457527.500000 Penalty: 5224.976562
	Iteration 39Q: 3 clusters Score -4457528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4457525.500000 Penalty: 5224.976562
	Iteration 40F: 3 clusters Score -4457526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -4457528.000000 Penalty: 5224.976562
	Iteration 41Q: 3 clusters Score -4457528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4457522.500000 Penalty: 5224.976562
	Iteration 42Q: 3 clusters Score -4457522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4457528.000000 Penalty: 5224.976562
	Iteration 43Q: 3 clusters Score -4457528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4457528.000000 Penalty: 5224.976562
	Iteration 44F: 3 clusters Score -4457528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -1551676.750000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -1551677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1541507.000000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -1541507 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1544885.625000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -1544886 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1545577.750000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -1545578 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1546293.375000 Penalty: 4731.056641
	Iteration 3F: 3 clusters Score -1546293 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1546952.250000 Penalty: 4731.056641
	Iteration 4F: 3 clusters Score -1546952 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1547438.625000 Penalty: 4731.056641
	Iteration 5F: 3 clusters Score -1547439 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1547824.000000 Penalty: 4731.056641
	Iteration 6Q: 3 clusters Score -1547824 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1548117.750000 Penalty: 4731.056641
	Iteration 7Q: 3 clusters Score -1548118 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1548371.750000 Penalty: 4731.056641
	Iteration 8Q: 3 clusters Score -1548372 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1548556.875000 Penalty: 4731.056641
	Iteration 9Q: 3 clusters Score -1548557 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1548697.000000 Penalty: 4731.056641
	Iteration 10Q: 3 clusters Score -1548697 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1548806.750000 Penalty: 4731.056641
	Iteration 11Q: 3 clusters Score -1548807 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1548915.875000 Penalty: 4731.056641
	Iteration 12Q: 3 clusters Score -1548916 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1548982.250000 Penalty: 4731.056641
	Iteration 13Q: 3 clusters Score -1548982 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1549046.000000 Penalty: 4731.056641
	Iteration 14Q: 3 clusters Score -1549046 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1549085.750000 Penalty: 4731.056641
	Iteration 15Q: 3 clusters Score -1549086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1549117.625000 Penalty: 4731.056641
	Iteration 16Q: 3 clusters Score -1549118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1549145.875000 Penalty: 4731.056641
	Iteration 17Q: 3 clusters Score -1549146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1549156.375000 Penalty: 4731.056641
	Iteration 18Q: 3 clusters Score -1549156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1549174.000000 Penalty: 4731.056641
	Iteration 19Q: 3 clusters Score -1549174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1549183.875000 Penalty: 4731.056641
	Iteration 20F: 3 clusters Score -1549184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1549196.000000 Penalty: 4731.056641
	Iteration 21Q: 3 clusters Score -1549196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1549216.875000 Penalty: 4731.056641
	Iteration 22Q: 3 clusters Score -1549217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1549225.875000 Penalty: 4731.056641
	Iteration 23Q: 3 clusters Score -1549226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1549244.250000 Penalty: 4731.056641
	Iteration 24Q: 3 clusters Score -1549244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1549252.625000 Penalty: 4731.056641
	Iteration 25Q: 3 clusters Score -1549253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1549258.625000 Penalty: 4731.056641
	Iteration 26Q: 3 clusters Score -1549259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1549264.250000 Penalty: 4731.056641
	Iteration 27Q: 3 clusters Score -1549264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1549277.750000 Penalty: 4731.056641
	Iteration 28Q: 3 clusters Score -1549278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1549291.750000 Penalty: 4731.056641
	Iteration 29Q: 3 clusters Score -1549292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1549301.125000 Penalty: 4731.056641
	Iteration 30Q: 3 clusters Score -1549301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1549304.250000 Penalty: 4731.056641
	Iteration 31Q: 3 clusters Score -1549304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1549313.375000 Penalty: 4731.056641
	Iteration 32Q: 3 clusters Score -1549313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1549318.875000 Penalty: 4731.056641
	Iteration 33Q: 3 clusters Score -1549319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1549324.000000 Penalty: 4731.056641
	Iteration 34Q: 3 clusters Score -1549324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1549326.000000 Penalty: 4731.056641
	Iteration 35Q: 3 clusters Score -1549326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1549330.875000 Penalty: 4731.056641
	Iteration 36Q: 3 clusters Score -1549331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1549330.375000 Penalty: 4731.056641
	Iteration 37Q: 3 clusters Score -1549330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1549334.125000 Penalty: 4731.056641
	Iteration 38Q: 3 clusters Score -1549334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1549338.750000 Penalty: 4731.056641
	Iteration 39Q: 3 clusters Score -1549339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1549337.500000 Penalty: 4731.056641
	Iteration 40F: 3 clusters Score -1549338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1549341.375000 Penalty: 4731.056641
	Iteration 41Q: 3 clusters Score -1549341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1549337.625000 Penalty: 4731.056641
	Iteration 42Q: 3 clusters Score -1549338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1549343.875000 Penalty: 4731.056641
	Iteration 43Q: 3 clusters Score -1549344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1549348.250000 Penalty: 4731.056641
	Iteration 44Q: 3 clusters Score -1549348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1549347.875000 Penalty: 4731.056641
	Iteration 45Q: 3 clusters Score -1549348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1549348.125000 Penalty: 4731.056641
	Iteration 46Q: 3 clusters Score -1549348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1549350.250000 Penalty: 4731.056641
	Iteration 47Q: 3 clusters Score -1549350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1549350.375000 Penalty: 4731.056641
	Iteration 48Q: 3 clusters Score -1549350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1549353.375000 Penalty: 4731.056641
	Iteration 49Q: 3 clusters Score -1549353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1549353.750000 Penalty: 4731.056641
	Iteration 50Q: 3 clusters Score -1549354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1549357.750000 Penalty: 4731.056641
	Iteration 51Q: 3 clusters Score -1549358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1549359.000000 Penalty: 4731.056641
	Iteration 52Q: 3 clusters Score -1549359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1549359.875000 Penalty: 4731.056641
	Iteration 53Q: 3 clusters Score -1549360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1549362.750000 Penalty: 4731.056641
	Iteration 54Q: 3 clusters Score -1549363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1549361.500000 Penalty: 4731.056641
	Iteration 55Q: 3 clusters Score -1549362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1549359.375000 Penalty: 4731.056641
	Iteration 56Q: 3 clusters Score -1549359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1549363.875000 Penalty: 4731.056641
	Iteration 57Q: 3 clusters Score -1549364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1549367.375000 Penalty: 4731.056641
	Iteration 58Q: 3 clusters Score -1549367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1549368.250000 Penalty: 4731.056641
	Iteration 59Q: 3 clusters Score -1549368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1549366.000000 Penalty: 4731.056641
	Iteration 60F: 3 clusters Score -1549366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1549374.500000 Penalty: 4731.056641
	Iteration 61Q: 3 clusters Score -1549374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1549372.375000 Penalty: 4731.056641
	Iteration 62Q: 3 clusters Score -1549372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1549374.125000 Penalty: 4731.056641
	Iteration 63Q: 3 clusters Score -1549374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1549381.375000 Penalty: 4731.056641
	Iteration 64Q: 3 clusters Score -1549381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1549388.125000 Penalty: 4731.056641
	Iteration 65Q: 3 clusters Score -1549388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1549386.875000 Penalty: 4731.056641
	Iteration 66Q: 3 clusters Score -1549387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1549389.250000 Penalty: 4731.056641
	Iteration 67Q: 3 clusters Score -1549389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1549388.750000 Penalty: 4731.056641
	Iteration 68Q: 3 clusters Score -1549389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1549388.250000 Penalty: 4731.056641
	Iteration 69Q: 3 clusters Score -1549388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1549392.625000 Penalty: 4731.056641
	Iteration 70Q: 3 clusters Score -1549393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1549394.750000 Penalty: 4731.056641
	Iteration 71Q: 3 clusters Score -1549395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1549399.875000 Penalty: 4731.056641
	Iteration 72Q: 3 clusters Score -1549400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1549403.875000 Penalty: 4731.056641
	Iteration 73Q: 3 clusters Score -1549404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1549406.250000 Penalty: 4731.056641
	Iteration 74Q: 3 clusters Score -1549406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1549406.750000 Penalty: 4731.056641
	Iteration 75Q: 3 clusters Score -1549407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1549410.625000 Penalty: 4731.056641
	Iteration 76Q: 3 clusters Score -1549411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1549413.625000 Penalty: 4731.056641
	Iteration 77Q: 3 clusters Score -1549414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1549414.250000 Penalty: 4731.056641
	Iteration 78Q: 3 clusters Score -1549414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1549415.000000 Penalty: 4731.056641
	Iteration 79Q: 3 clusters Score -1549415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1549415.250000 Penalty: 4731.056641
	Iteration 80F: 3 clusters Score -1549415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1549417.750000 Penalty: 4731.056641
	Iteration 81Q: 3 clusters Score -1549418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1549416.375000 Penalty: 4731.056641
	Iteration 82Q: 3 clusters Score -1549416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1549418.875000 Penalty: 4731.056641
	Iteration 83Q: 3 clusters Score -1549419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1549417.250000 Penalty: 4731.056641
	Iteration 84Q: 3 clusters Score -1549417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1549414.875000 Penalty: 4731.056641
	Iteration 85Q: 3 clusters Score -1549415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1549415.500000 Penalty: 4731.056641
	Iteration 86Q: 3 clusters Score -1549416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1549419.250000 Penalty: 4731.056641
	Iteration 87Q: 3 clusters Score -1549419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1549420.250000 Penalty: 4731.056641
	Iteration 88Q: 3 clusters Score -1549420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1549423.875000 Penalty: 4731.056641
	Iteration 89Q: 3 clusters Score -1549424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1549423.500000 Penalty: 4731.056641
	Iteration 90Q: 3 clusters Score -1549424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1549425.250000 Penalty: 4731.056641
	Iteration 91Q: 3 clusters Score -1549425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1549421.750000 Penalty: 4731.056641
	Iteration 92Q: 3 clusters Score -1549422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1549421.000000 Penalty: 4731.056641
	Iteration 93Q: 3 clusters Score -1549421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1549417.250000 Penalty: 4731.056641
	Iteration 94Q: 3 clusters Score -1549417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1549420.125000 Penalty: 4731.056641
	Iteration 95Q: 3 clusters Score -1549420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1549426.750000 Penalty: 4731.056641
	Iteration 96Q: 3 clusters Score -1549427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1549426.875000 Penalty: 4731.056641
	Iteration 97Q: 3 clusters Score -1549427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1549434.375000 Penalty: 4731.056641
	Iteration 98Q: 3 clusters Score -1549434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1549434.250000 Penalty: 4731.056641
	Iteration 99Q: 3 clusters Score -1549434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1549434.500000 Penalty: 4731.056641
	Iteration 100F: 3 clusters Score -1549434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1549435.875000 Penalty: 4731.056641
	Iteration 101Q: 3 clusters Score -1549436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1549435.750000 Penalty: 4731.056641
	Iteration 102Q: 3 clusters Score -1549436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1549442.000000 Penalty: 4731.056641
	Iteration 103Q: 3 clusters Score -1549442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1549440.375000 Penalty: 4731.056641
	Iteration 104Q: 3 clusters Score -1549440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1549441.375000 Penalty: 4731.056641
	Iteration 105Q: 3 clusters Score -1549441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1549440.000000 Penalty: 4731.056641
	Iteration 106Q: 3 clusters Score -1549440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1549440.250000 Penalty: 4731.056641
	Iteration 107Q: 3 clusters Score -1549440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1549442.250000 Penalty: 4731.056641
	Iteration 108Q: 3 clusters Score -1549442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1549444.625000 Penalty: 4731.056641
	Iteration 109Q: 3 clusters Score -1549445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1549442.125000 Penalty: 4731.056641
	Iteration 110Q: 3 clusters Score -1549442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1549443.000000 Penalty: 4731.056641
	Iteration 111Q: 3 clusters Score -1549443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1549442.625000 Penalty: 4731.056641
	Iteration 112Q: 3 clusters Score -1549443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1549442.625000 Penalty: 4731.056641
	Iteration 113F: 3 clusters Score -1549443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -969077.187500 Penalty: 2245.082031
	Iteration 0F: 2 clusters Score -969077.2 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 4265 members 
Entering Unmasked Estep 
Score: -962411.312500 Penalty: 4490.164062
	Iteration 0F: 3 clusters Score -962411.3 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -964313.312500 Penalty: 4490.164062
	Iteration 1F: 3 clusters Score -964313.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -964610.125000 Penalty: 4490.164062
	Iteration 2F: 3 clusters Score -964610.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -964853.875000 Penalty: 4490.164062
	Iteration 3F: 3 clusters Score -964853.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -965050.187500 Penalty: 4490.164062
	Iteration 4Q: 3 clusters Score -965050.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -965235.062500 Penalty: 4490.164062
	Iteration 5Q: 3 clusters Score -965235.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -965442.687500 Penalty: 4490.164062
	Iteration 6Q: 3 clusters Score -965442.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -965672.312500 Penalty: 4490.164062
	Iteration 7Q: 3 clusters Score -965672.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -965922.187500 Penalty: 4490.164062
	Iteration 8Q: 3 clusters Score -965922.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -966187.562500 Penalty: 4490.164062
	Iteration 9Q: 3 clusters Score -966187.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -966447.687500 Penalty: 4490.164062
	Iteration 10Q: 3 clusters Score -966447.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -966736.187500 Penalty: 4490.164062
	Iteration 11Q: 3 clusters Score -966736.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -966974.875000 Penalty: 4490.164062
	Iteration 12Q: 3 clusters Score -966974.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -967154.000000 Penalty: 4490.164062
	Iteration 13Q: 3 clusters Score -967154 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -967267.187500 Penalty: 4490.164062
	Iteration 14Q: 3 clusters Score -967267.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -967322.125000 Penalty: 4490.164062
	Iteration 15Q: 3 clusters Score -967322.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -967355.562500 Penalty: 4490.164062
	Iteration 16Q: 3 clusters Score -967355.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -967373.812500 Penalty: 4490.164062
	Iteration 17Q: 3 clusters Score -967373.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -967382.625000 Penalty: 4490.164062
	Iteration 18Q: 3 clusters Score -967382.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -967392.312500 Penalty: 4490.164062
	Iteration 19Q: 3 clusters Score -967392.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -967399.500000 Penalty: 4490.164062
	Iteration 20F: 3 clusters Score -967399.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -967407.875000 Penalty: 4490.164062
	Iteration 21Q: 3 clusters Score -967407.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -967411.000000 Penalty: 4490.164062
	Iteration 22Q: 3 clusters Score -967411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -967416.687500 Penalty: 4490.164062
	Iteration 23Q: 3 clusters Score -967416.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -967420.125000 Penalty: 4490.164062
	Iteration 24Q: 3 clusters Score -967420.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -967422.000000 Penalty: 4490.164062
	Iteration 25Q: 3 clusters Score -967422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -967425.187500 Penalty: 4490.164062
	Iteration 26Q: 3 clusters Score -967425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -967428.312500 Penalty: 4490.164062
	Iteration 27Q: 3 clusters Score -967428.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -967431.250000 Penalty: 4490.164062
	Iteration 28Q: 3 clusters Score -967431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -967434.000000 Penalty: 4490.164062
	Iteration 29Q: 3 clusters Score -967434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -967434.812500 Penalty: 4490.164062
	Iteration 30Q: 3 clusters Score -967434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -967434.750000 Penalty: 4490.164062
	Iteration 31Q: 3 clusters Score -967434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -967433.812500 Penalty: 4490.164062
	Iteration 32Q: 3 clusters Score -967433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -967434.437500 Penalty: 4490.164062
	Iteration 33Q: 3 clusters Score -967434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -967434.750000 Penalty: 4490.164062
	Iteration 34Q: 3 clusters Score -967434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -967435.562500 Penalty: 4490.164062
	Iteration 35Q: 3 clusters Score -967435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -967434.625000 Penalty: 4490.164062
	Iteration 36Q: 3 clusters Score -967434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -967434.500000 Penalty: 4490.164062
	Iteration 37Q: 3 clusters Score -967434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -967435.125000 Penalty: 4490.164062
	Iteration 38Q: 3 clusters Score -967435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -967435.437500 Penalty: 4490.164062
	Iteration 39Q: 3 clusters Score -967435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -967436.062500 Penalty: 4490.164062
	Iteration 40F: 3 clusters Score -967436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -967438.250000 Penalty: 4490.164062
	Iteration 41Q: 3 clusters Score -967438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -967442.000000 Penalty: 4490.164062
	Iteration 42Q: 3 clusters Score -967442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -967445.187500 Penalty: 4490.164062
	Iteration 43Q: 3 clusters Score -967445.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -967447.250000 Penalty: 4490.164062
	Iteration 44Q: 3 clusters Score -967447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -967448.000000 Penalty: 4490.164062
	Iteration 45Q: 3 clusters Score -967448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -967450.562500 Penalty: 4490.164062
	Iteration 46Q: 3 clusters Score -967450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -967452.000000 Penalty: 4490.164062
	Iteration 47Q: 3 clusters Score -967452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -967453.375000 Penalty: 4490.164062
	Iteration 48Q: 3 clusters Score -967453.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -967454.875000 Penalty: 4490.164062
	Iteration 49Q: 3 clusters Score -967454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -967454.937500 Penalty: 4490.164062
	Iteration 50Q: 3 clusters Score -967454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -967457.562500 Penalty: 4490.164062
	Iteration 51Q: 3 clusters Score -967457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -967457.250000 Penalty: 4490.164062
	Iteration 52Q: 3 clusters Score -967457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -967457.125000 Penalty: 4490.164062
	Iteration 53Q: 3 clusters Score -967457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -967459.000000 Penalty: 4490.164062
	Iteration 54Q: 3 clusters Score -967459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -967461.000000 Penalty: 4490.164062
	Iteration 55Q: 3 clusters Score -967461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -967462.937500 Penalty: 4490.164062
	Iteration 56Q: 3 clusters Score -967462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -967461.625000 Penalty: 4490.164062
	Iteration 57Q: 3 clusters Score -967461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -967461.687500 Penalty: 4490.164062
	Iteration 58Q: 3 clusters Score -967461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -967461.687500 Penalty: 4490.164062
	Iteration 59F: 3 clusters Score -967461.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Entering Unmasked Estep 
Score: -1629723.375000 Penalty: 2372.694092
	Iteration 0F: 2 clusters Score -1629723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1619247.500000 Penalty: 4745.388184
	Iteration 0F: 3 clusters Score -1619248 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1622523.375000 Penalty: 4745.388184
	Iteration 1F: 3 clusters Score -1622523 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1622876.125000 Penalty: 4745.388184
	Iteration 2F: 3 clusters Score -1622876 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1623203.500000 Penalty: 4745.388184
	Iteration 3F: 3 clusters Score -1623204 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1623549.500000 Penalty: 4745.388184
	Iteration 4Q: 3 clusters Score -1623550 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1623881.250000 Penalty: 4745.388184
	Iteration 5Q: 3 clusters Score -1623881 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1624224.750000 Penalty: 4745.388184
	Iteration 6Q: 3 clusters Score -1624225 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1624585.625000 Penalty: 4745.388184
	Iteration 7Q: 3 clusters Score -1624586 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1624924.125000 Penalty: 4745.388184
	Iteration 8Q: 3 clusters Score -1624924 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1625287.250000 Penalty: 4745.388184
	Iteration 9Q: 3 clusters Score -1625287 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1625639.500000 Penalty: 4745.388184
	Iteration 10Q: 3 clusters Score -1625640 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1625934.375000 Penalty: 4745.388184
	Iteration 11Q: 3 clusters Score -1625934 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1626189.250000 Penalty: 4745.388184
	Iteration 12Q: 3 clusters Score -1626189 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1626363.875000 Penalty: 4745.388184
	Iteration 13Q: 3 clusters Score -1626364 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1626494.000000 Penalty: 4745.388184
	Iteration 14Q: 3 clusters Score -1626494 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1626607.000000 Penalty: 4745.388184
	Iteration 15Q: 3 clusters Score -1626607 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1626705.750000 Penalty: 4745.388184
	Iteration 16Q: 3 clusters Score -1626706 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1626783.625000 Penalty: 4745.388184
	Iteration 17Q: 3 clusters Score -1626784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1626846.500000 Penalty: 4745.388184
	Iteration 18Q: 3 clusters Score -1626846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1626921.750000 Penalty: 4745.388184
	Iteration 19Q: 3 clusters Score -1626922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1626990.375000 Penalty: 4745.388184
	Iteration 20F: 3 clusters Score -1626990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1627066.875000 Penalty: 4745.388184
	Iteration 21Q: 3 clusters Score -1627067 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1627138.125000 Penalty: 4745.388184
	Iteration 22Q: 3 clusters Score -1627138 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1627231.500000 Penalty: 4745.388184
	Iteration 23Q: 3 clusters Score -1627232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1627334.250000 Penalty: 4745.388184
	Iteration 24Q: 3 clusters Score -1627334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1627425.125000 Penalty: 4745.388184
	Iteration 25Q: 3 clusters Score -1627425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1627546.875000 Penalty: 4745.388184
	Iteration 26Q: 3 clusters Score -1627547 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1627657.375000 Penalty: 4745.388184
	Iteration 27Q: 3 clusters Score -1627657 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1627778.625000 Penalty: 4745.388184
	Iteration 28Q: 3 clusters Score -1627779 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1627910.875000 Penalty: 4745.388184
	Iteration 29Q: 3 clusters Score -1627911 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1628033.625000 Penalty: 4745.388184
	Iteration 30Q: 3 clusters Score -1628034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1628140.875000 Penalty: 4745.388184
	Iteration 31Q: 3 clusters Score -1628141 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1628223.125000 Penalty: 4745.388184
	Iteration 32Q: 3 clusters Score -1628223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1628304.750000 Penalty: 4745.388184
	Iteration 33Q: 3 clusters Score -1628305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1628377.375000 Penalty: 4745.388184
	Iteration 34Q: 3 clusters Score -1628377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1628429.125000 Penalty: 4745.388184
	Iteration 35Q: 3 clusters Score -1628429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1628472.750000 Penalty: 4745.388184
	Iteration 36Q: 3 clusters Score -1628473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1628513.125000 Penalty: 4745.388184
	Iteration 37Q: 3 clusters Score -1628513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1628535.250000 Penalty: 4745.388184
	Iteration 38Q: 3 clusters Score -1628535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1628550.750000 Penalty: 4745.388184
	Iteration 39Q: 3 clusters Score -1628551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1628566.875000 Penalty: 4745.388184
	Iteration 40F: 3 clusters Score -1628567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1628570.750000 Penalty: 4745.388184
	Iteration 41Q: 3 clusters Score -1628571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1628577.375000 Penalty: 4745.388184
	Iteration 42Q: 3 clusters Score -1628577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1628579.125000 Penalty: 4745.388184
	Iteration 43Q: 3 clusters Score -1628579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1628583.625000 Penalty: 4745.388184
	Iteration 44Q: 3 clusters Score -1628584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1628586.875000 Penalty: 4745.388184
	Iteration 45Q: 3 clusters Score -1628587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1628593.875000 Penalty: 4745.388184
	Iteration 46Q: 3 clusters Score -1628594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1628595.625000 Penalty: 4745.388184
	Iteration 47Q: 3 clusters Score -1628596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1628595.375000 Penalty: 4745.388184
	Iteration 48Q: 3 clusters Score -1628595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1628600.000000 Penalty: 4745.388184
	Iteration 49Q: 3 clusters Score -1628600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1628599.250000 Penalty: 4745.388184
	Iteration 50Q: 3 clusters Score -1628599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1628599.250000 Penalty: 4745.388184
	Iteration 51F: 3 clusters Score -1628599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Entering Unmasked Estep 
Score: -1990563.625000 Penalty: 2428.858398
	Iteration 0F: 2 clusters Score -1990564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1977867.125000 Penalty: 4857.716797
	Iteration 0F: 3 clusters Score -1977867 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1981995.375000 Penalty: 4857.716797
	Iteration 1F: 3 clusters Score -1981995 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1982435.125000 Penalty: 4857.716797
	Iteration 2F: 3 clusters Score -1982435 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1982855.500000 Penalty: 4857.716797
	Iteration 3Q: 3 clusters Score -1982856 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1983390.500000 Penalty: 4857.716797
	Iteration 4Q: 3 clusters Score -1983390 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1984018.500000 Penalty: 4857.716797
	Iteration 5F: 3 clusters Score -1984018 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1984589.000000 Penalty: 4857.716797
	Iteration 6Q: 3 clusters Score -1984589 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1985050.125000 Penalty: 4857.716797
	Iteration 7Q: 3 clusters Score -1985050 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1985407.125000 Penalty: 4857.716797
	Iteration 8Q: 3 clusters Score -1985407 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1985721.250000 Penalty: 4857.716797
	Iteration 9Q: 3 clusters Score -1985721 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1985950.125000 Penalty: 4857.716797
	Iteration 10Q: 3 clusters Score -1985950 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1986137.375000 Penalty: 4857.716797
	Iteration 11Q: 3 clusters Score -1986137 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1986285.625000 Penalty: 4857.716797
	Iteration 12Q: 3 clusters Score -1986286 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1986386.250000 Penalty: 4857.716797
	Iteration 13Q: 3 clusters Score -1986386 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1986511.500000 Penalty: 4857.716797
	Iteration 14Q: 3 clusters Score -1986512 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1986631.375000 Penalty: 4857.716797
	Iteration 15Q: 3 clusters Score -1986631 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1986746.000000 Penalty: 4857.716797
	Iteration 16Q: 3 clusters Score -1986746 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1986859.500000 Penalty: 4857.716797
	Iteration 17Q: 3 clusters Score -1986860 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1986970.625000 Penalty: 4857.716797
	Iteration 18Q: 3 clusters Score -1986971 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1987079.000000 Penalty: 4857.716797
	Iteration 19Q: 3 clusters Score -1987079 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1987152.125000 Penalty: 4857.716797
	Iteration 20F: 3 clusters Score -1987152 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1987227.750000 Penalty: 4857.716797
	Iteration 21Q: 3 clusters Score -1987228 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1987312.375000 Penalty: 4857.716797
	Iteration 22Q: 3 clusters Score -1987312 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1987393.750000 Penalty: 4857.716797
	Iteration 23Q: 3 clusters Score -1987394 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1987483.625000 Penalty: 4857.716797
	Iteration 24Q: 3 clusters Score -1987484 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1987573.625000 Penalty: 4857.716797
	Iteration 25Q: 3 clusters Score -1987574 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1987647.500000 Penalty: 4857.716797
	Iteration 26Q: 3 clusters Score -1987648 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1987722.625000 Penalty: 4857.716797
	Iteration 27Q: 3 clusters Score -1987723 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1987800.125000 Penalty: 4857.716797
	Iteration 28Q: 3 clusters Score -1987800 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1987881.125000 Penalty: 4857.716797
	Iteration 29Q: 3 clusters Score -1987881 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1987963.625000 Penalty: 4857.716797
	Iteration 30Q: 3 clusters Score -1987964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1988039.375000 Penalty: 4857.716797
	Iteration 31Q: 3 clusters Score -1988039 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1988118.500000 Penalty: 4857.716797
	Iteration 32Q: 3 clusters Score -1988118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1988199.750000 Penalty: 4857.716797
	Iteration 33Q: 3 clusters Score -1988200 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1988281.500000 Penalty: 4857.716797
	Iteration 34Q: 3 clusters Score -1988282 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1988348.375000 Penalty: 4857.716797
	Iteration 35Q: 3 clusters Score -1988348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1988395.750000 Penalty: 4857.716797
	Iteration 36Q: 3 clusters Score -1988396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1988434.750000 Penalty: 4857.716797
	Iteration 37Q: 3 clusters Score -1988435 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1988483.125000 Penalty: 4857.716797
	Iteration 38Q: 3 clusters Score -1988483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1988514.875000 Penalty: 4857.716797
	Iteration 39Q: 3 clusters Score -1988515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1988546.750000 Penalty: 4857.716797
	Iteration 40F: 3 clusters Score -1988547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1988576.250000 Penalty: 4857.716797
	Iteration 41Q: 3 clusters Score -1988576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1988610.625000 Penalty: 4857.716797
	Iteration 42Q: 3 clusters Score -1988611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1988631.250000 Penalty: 4857.716797
	Iteration 43Q: 3 clusters Score -1988631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1988661.000000 Penalty: 4857.716797
	Iteration 44Q: 3 clusters Score -1988661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1988678.375000 Penalty: 4857.716797
	Iteration 45Q: 3 clusters Score -1988678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1988705.125000 Penalty: 4857.716797
	Iteration 46Q: 3 clusters Score -1988705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1988714.750000 Penalty: 4857.716797
	Iteration 47Q: 3 clusters Score -1988715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1988731.625000 Penalty: 4857.716797
	Iteration 48Q: 3 clusters Score -1988732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1988744.125000 Penalty: 4857.716797
	Iteration 49Q: 3 clusters Score -1988744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1988761.125000 Penalty: 4857.716797
	Iteration 50Q: 3 clusters Score -1988761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1988784.875000 Penalty: 4857.716797
	Iteration 51Q: 3 clusters Score -1988785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1988801.125000 Penalty: 4857.716797
	Iteration 52Q: 3 clusters Score -1988801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1988827.625000 Penalty: 4857.716797
	Iteration 53Q: 3 clusters Score -1988828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1988850.250000 Penalty: 4857.716797
	Iteration 54Q: 3 clusters Score -1988850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1988872.875000 Penalty: 4857.716797
	Iteration 55Q: 3 clusters Score -1988873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1988887.000000 Penalty: 4857.716797
	Iteration 56Q: 3 clusters Score -1988887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1988893.250000 Penalty: 4857.716797
	Iteration 57Q: 3 clusters Score -1988893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1988898.375000 Penalty: 4857.716797
	Iteration 58Q: 3 clusters Score -1988898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1988901.625000 Penalty: 4857.716797
	Iteration 59Q: 3 clusters Score -1988902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1988906.375000 Penalty: 4857.716797
	Iteration 60F: 3 clusters Score -1988906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1988910.000000 Penalty: 4857.716797
	Iteration 61Q: 3 clusters Score -1988910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1988917.625000 Penalty: 4857.716797
	Iteration 62Q: 3 clusters Score -1988918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1988919.875000 Penalty: 4857.716797
	Iteration 63Q: 3 clusters Score -1988920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1988931.625000 Penalty: 4857.716797
	Iteration 64Q: 3 clusters Score -1988932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1988939.250000 Penalty: 4857.716797
	Iteration 65Q: 3 clusters Score -1988939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1988945.875000 Penalty: 4857.716797
	Iteration 66Q: 3 clusters Score -1988946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1988946.750000 Penalty: 4857.716797
	Iteration 67Q: 3 clusters Score -1988947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1988945.625000 Penalty: 4857.716797
	Iteration 68Q: 3 clusters Score -1988946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1988945.625000 Penalty: 4857.716797
	Iteration 69F: 3 clusters Score -1988946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -947027.562500 Penalty: 2227.581787
	Iteration 0F: 2 clusters Score -947027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -940719.937500 Penalty: 4455.163574
	Iteration 0F: 3 clusters Score -940719.9 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -942515.062500 Penalty: 4455.163574
	Iteration 1F: 3 clusters Score -942515.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -942780.812500 Penalty: 4455.163574
	Iteration 2F: 3 clusters Score -942780.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -942959.250000 Penalty: 4455.163574
	Iteration 3Q: 3 clusters Score -942959.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -943128.625000 Penalty: 4455.163574
	Iteration 4Q: 3 clusters Score -943128.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -943303.312500 Penalty: 4455.163574
	Iteration 5Q: 3 clusters Score -943303.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -943462.375000 Penalty: 4455.163574
	Iteration 6Q: 3 clusters Score -943462.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -943603.812500 Penalty: 4455.163574
	Iteration 7Q: 3 clusters Score -943603.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -943740.375000 Penalty: 4455.163574
	Iteration 8Q: 3 clusters Score -943740.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -943883.750000 Penalty: 4455.163574
	Iteration 9Q: 3 clusters Score -943883.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -944071.750000 Penalty: 4455.163574
	Iteration 10Q: 3 clusters Score -944071.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -944251.562500 Penalty: 4455.163574
	Iteration 11Q: 3 clusters Score -944251.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -944471.625000 Penalty: 4455.163574
	Iteration 12Q: 3 clusters Score -944471.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -944686.062500 Penalty: 4455.163574
	Iteration 13Q: 3 clusters Score -944686.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -944845.437500 Penalty: 4455.163574
	Iteration 14Q: 3 clusters Score -944845.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -944961.875000 Penalty: 4455.163574
	Iteration 15Q: 3 clusters Score -944961.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -945056.437500 Penalty: 4455.163574
	Iteration 16Q: 3 clusters Score -945056.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -945129.375000 Penalty: 4455.163574
	Iteration 17Q: 3 clusters Score -945129.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -945179.687500 Penalty: 4455.163574
	Iteration 18Q: 3 clusters Score -945179.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -945213.812500 Penalty: 4455.163574
	Iteration 19Q: 3 clusters Score -945213.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -945239.875000 Penalty: 4455.163574
	Iteration 20F: 3 clusters Score -945239.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -945255.375000 Penalty: 4455.163574
	Iteration 21Q: 3 clusters Score -945255.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -945268.937500 Penalty: 4455.163574
	Iteration 22Q: 3 clusters Score -945268.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -945279.062500 Penalty: 4455.163574
	Iteration 23Q: 3 clusters Score -945279.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -945287.625000 Penalty: 4455.163574
	Iteration 24Q: 3 clusters Score -945287.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -945294.375000 Penalty: 4455.163574
	Iteration 25Q: 3 clusters Score -945294.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -945301.250000 Penalty: 4455.163574
	Iteration 26Q: 3 clusters Score -945301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -945304.375000 Penalty: 4455.163574
	Iteration 27Q: 3 clusters Score -945304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -945309.562500 Penalty: 4455.163574
	Iteration 28Q: 3 clusters Score -945309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -945312.750000 Penalty: 4455.163574
	Iteration 29Q: 3 clusters Score -945312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -945312.312500 Penalty: 4455.163574
	Iteration 30Q: 3 clusters Score -945312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -945313.062500 Penalty: 4455.163574
	Iteration 31Q: 3 clusters Score -945313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -945314.875000 Penalty: 4455.163574
	Iteration 32Q: 3 clusters Score -945314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -945318.687500 Penalty: 4455.163574
	Iteration 33Q: 3 clusters Score -945318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -945319.750000 Penalty: 4455.163574
	Iteration 34Q: 3 clusters Score -945319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -945320.250000 Penalty: 4455.163574
	Iteration 35Q: 3 clusters Score -945320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -945322.375000 Penalty: 4455.163574
	Iteration 36Q: 3 clusters Score -945322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -945323.562500 Penalty: 4455.163574
	Iteration 37Q: 3 clusters Score -945323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -945324.750000 Penalty: 4455.163574
	Iteration 38Q: 3 clusters Score -945324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -945326.375000 Penalty: 4455.163574
	Iteration 39Q: 3 clusters Score -945326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -945326.125000 Penalty: 4455.163574
	Iteration 40F: 3 clusters Score -945326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -945328.812500 Penalty: 4455.163574
	Iteration 41Q: 3 clusters Score -945328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -945328.687500 Penalty: 4455.163574
	Iteration 42Q: 3 clusters Score -945328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -945330.000000 Penalty: 4455.163574
	Iteration 43Q: 3 clusters Score -945330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -945330.625000 Penalty: 4455.163574
	Iteration 44Q: 3 clusters Score -945330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -945330.625000 Penalty: 4455.163574
	Iteration 45F: 3 clusters Score -945330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -67655.125000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -67655.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66055.171875 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66055.17 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66229.757812 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66229.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66310.132812 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -66310.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66366.984375 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -66366.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66392.492188 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -66392.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66405.640625 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -66405.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66410.039062 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -66410.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66410.039062 Penalty: 3173.703125
	Iteration 7F: 3 clusters Score -66410.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (129727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Entering Unmasked Estep 
Score: -15565312.000000 Penalty: 2919.750488
	Iteration 0F: 2 clusters Score -1.556531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -15478089.000000 Penalty: 5839.500977
	Iteration 0F: 3 clusters Score -1.547809e+07 nChanged 61702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -15513064.000000 Penalty: 5839.500977
	Iteration 1F: 3 clusters Score -1.551306e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -15513933.000000 Penalty: 5839.500977
	Iteration 2Q: 3 clusters Score -1.551393e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -15515118.000000 Penalty: 5839.500977
	Iteration 3Q: 3 clusters Score -1.551512e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -15516619.000000 Penalty: 5839.500977
	Iteration 4Q: 3 clusters Score -1.551662e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -15518969.000000 Penalty: 5839.500977
	Iteration 5Q: 3 clusters Score -1.551897e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -15523374.000000 Penalty: 5839.500977
	Iteration 6F: 3 clusters Score -1.552337e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -15530626.000000 Penalty: 5839.500977
	Iteration 7F: 3 clusters Score -1.553063e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106744 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -15540682.000000 Penalty: 5839.500977
	Iteration 8F: 3 clusters Score -1.554068e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -15550367.000000 Penalty: 5839.500977
	Iteration 9F: 3 clusters Score -1.555037e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -15557262.000000 Penalty: 5839.500977
	Iteration 10F: 3 clusters Score -1.555726e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -15560708.000000 Penalty: 5839.500977
	Iteration 11Q: 3 clusters Score -1.556071e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -15562016.000000 Penalty: 5839.500977
	Iteration 12Q: 3 clusters Score -1.556202e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -15562410.000000 Penalty: 5839.500977
	Iteration 13Q: 3 clusters Score -1.556241e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129449 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15562572.000000 Penalty: 5839.500977
	Iteration 14Q: 3 clusters Score -1.556257e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129488 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15562637.000000 Penalty: 5839.500977
	Iteration 15Q: 3 clusters Score -1.556264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129502 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15562694.000000 Penalty: 5839.500977
	Iteration 16Q: 3 clusters Score -1.556269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129511 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15562722.000000 Penalty: 5839.500977
	Iteration 17Q: 3 clusters Score -1.556272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15562738.000000 Penalty: 5839.500977
	Iteration 18Q: 3 clusters Score -1.556274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15562736.000000 Penalty: 5839.500977
	Iteration 19Q: 3 clusters Score -1.556274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15562770.000000 Penalty: 5839.500977
	Iteration 20F: 3 clusters Score -1.556277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129518 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15562768.000000 Penalty: 5839.500977
	Iteration 21Q: 3 clusters Score -1.556277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15562776.000000 Penalty: 5839.500977
	Iteration 22Q: 3 clusters Score -1.556278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15562776.000000 Penalty: 5839.500977
	Iteration 23F: 3 clusters Score -1.556278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -832365.125000 Penalty: 2197.614746
	Iteration 0F: 2 clusters Score -832365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -826595.812500 Penalty: 4395.229492
	Iteration 0F: 3 clusters Score -826595.8 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -828158.687500 Penalty: 4395.229492
	Iteration 1F: 3 clusters Score -828158.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -828467.375000 Penalty: 4395.229492
	Iteration 2F: 3 clusters Score -828467.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -828662.375000 Penalty: 4395.229492
	Iteration 3Q: 3 clusters Score -828662.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -828834.187500 Penalty: 4395.229492
	Iteration 4Q: 3 clusters Score -828834.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -828985.750000 Penalty: 4395.229492
	Iteration 5Q: 3 clusters Score -828985.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -829139.625000 Penalty: 4395.229492
	Iteration 6Q: 3 clusters Score -829139.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -829283.125000 Penalty: 4395.229492
	Iteration 7Q: 3 clusters Score -829283.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -829441.500000 Penalty: 4395.229492
	Iteration 8Q: 3 clusters Score -829441.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -829644.375000 Penalty: 4395.229492
	Iteration 9Q: 3 clusters Score -829644.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -829884.812500 Penalty: 4395.229492
	Iteration 10Q: 3 clusters Score -829884.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -830121.687500 Penalty: 4395.229492
	Iteration 11Q: 3 clusters Score -830121.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -830358.000000 Penalty: 4395.229492
	Iteration 12Q: 3 clusters Score -830358 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -830574.062500 Penalty: 4395.229492
	Iteration 13Q: 3 clusters Score -830574.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -830738.250000 Penalty: 4395.229492
	Iteration 14Q: 3 clusters Score -830738.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -830865.562500 Penalty: 4395.229492
	Iteration 15Q: 3 clusters Score -830865.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -830939.375000 Penalty: 4395.229492
	Iteration 16Q: 3 clusters Score -830939.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -831001.187500 Penalty: 4395.229492
	Iteration 17Q: 3 clusters Score -831001.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -831048.625000 Penalty: 4395.229492
	Iteration 18Q: 3 clusters Score -831048.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -831093.500000 Penalty: 4395.229492
	Iteration 19Q: 3 clusters Score -831093.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -831129.000000 Penalty: 4395.229492
	Iteration 20F: 3 clusters Score -831129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -831156.750000 Penalty: 4395.229492
	Iteration 21Q: 3 clusters Score -831156.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -831172.750000 Penalty: 4395.229492
	Iteration 22Q: 3 clusters Score -831172.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -831182.875000 Penalty: 4395.229492
	Iteration 23Q: 3 clusters Score -831182.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -831194.062500 Penalty: 4395.229492
	Iteration 24Q: 3 clusters Score -831194.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -831202.937500 Penalty: 4395.229492
	Iteration 25Q: 3 clusters Score -831202.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -831203.937500 Penalty: 4395.229492
	Iteration 26Q: 3 clusters Score -831203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -831212.062500 Penalty: 4395.229492
	Iteration 27Q: 3 clusters Score -831212.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -831217.187500 Penalty: 4395.229492
	Iteration 28Q: 3 clusters Score -831217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -831220.312500 Penalty: 4395.229492
	Iteration 29Q: 3 clusters Score -831220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -831221.375000 Penalty: 4395.229492
	Iteration 30Q: 3 clusters Score -831221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -831223.812500 Penalty: 4395.229492
	Iteration 31Q: 3 clusters Score -831223.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -831225.500000 Penalty: 4395.229492
	Iteration 32Q: 3 clusters Score -831225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -831230.312500 Penalty: 4395.229492
	Iteration 33Q: 3 clusters Score -831230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -831230.687500 Penalty: 4395.229492
	Iteration 34Q: 3 clusters Score -831230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -831233.125000 Penalty: 4395.229492
	Iteration 35Q: 3 clusters Score -831233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -831232.500000 Penalty: 4395.229492
	Iteration 36Q: 3 clusters Score -831232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -831232.500000 Penalty: 4395.229492
	Iteration 37F: 3 clusters Score -831232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168183 members 
Entering Unmasked Estep 
Score: -20352866.000000 Penalty: 2984.136475
	Iteration 0F: 2 clusters Score -2.035287e+07 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 84219 members 
Entering Unmasked Estep 
Score: -20246576.000000 Penalty: 5968.272949
	Iteration 0F: 3 clusters Score -2.024658e+07 nChanged 80369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -20292974.000000 Penalty: 5968.272949
	Iteration 1F: 3 clusters Score -2.029297e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -20294102.000000 Penalty: 5968.272949
	Iteration 2Q: 3 clusters Score -2.02941e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -20295976.000000 Penalty: 5968.272949
	Iteration 3Q: 3 clusters Score -2.029598e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -20298876.000000 Penalty: 5968.272949
	Iteration 4Q: 3 clusters Score -2.029888e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 103379 members 
Entering Unmasked Estep 
Score: -20303446.000000 Penalty: 5968.272949
	Iteration 5F: 3 clusters Score -2.030345e+07 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -20309812.000000 Penalty: 5968.272949
	Iteration 6F: 3 clusters Score -2.030981e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -20318016.000000 Penalty: 5968.272949
	Iteration 7F: 3 clusters Score -2.031802e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 132825 members 
Entering Unmasked Estep 
Score: -20326844.000000 Penalty: 5968.272949
	Iteration 8F: 3 clusters Score -2.032684e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -20335386.000000 Penalty: 5968.272949
	Iteration 9F: 3 clusters Score -2.033539e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 152136 members 
Entering Unmasked Estep 
Score: -20341820.000000 Penalty: 5968.272949
	Iteration 10F: 3 clusters Score -2.034182e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 158504 members 
Entering Unmasked Estep 
Score: -20345858.000000 Penalty: 5968.272949
	Iteration 11Q: 3 clusters Score -2.034586e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 162429 members 
Entering Unmasked Estep 
Score: -20348070.000000 Penalty: 5968.272949
	Iteration 12Q: 3 clusters Score -2.034807e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -20349274.000000 Penalty: 5968.272949
	Iteration 13Q: 3 clusters Score -2.034927e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -20350008.000000 Penalty: 5968.272949
	Iteration 14Q: 3 clusters Score -2.035001e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 166431 members 
Entering Unmasked Estep 
Score: -20350390.000000 Penalty: 5968.272949
	Iteration 15Q: 3 clusters Score -2.035039e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -20350614.000000 Penalty: 5968.272949
	Iteration 16Q: 3 clusters Score -2.035061e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 166894 members 
Entering Unmasked Estep 
Score: -20350776.000000 Penalty: 5968.272949
	Iteration 17Q: 3 clusters Score -2.035078e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 166966 members 
Entering Unmasked Estep 
Score: -20350886.000000 Penalty: 5968.272949
	Iteration 18Q: 3 clusters Score -2.035089e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -20350956.000000 Penalty: 5968.272949
	Iteration 19Q: 3 clusters Score -2.035096e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -20351034.000000 Penalty: 5968.272949
	Iteration 20F: 3 clusters Score -2.035103e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 167051 members 
Entering Unmasked Estep 
Score: -20351060.000000 Penalty: 5968.272949
	Iteration 21Q: 3 clusters Score -2.035106e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -20351092.000000 Penalty: 5968.272949
	Iteration 22Q: 3 clusters Score -2.035109e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 167084 members 
Entering Unmasked Estep 
Score: -20351130.000000 Penalty: 5968.272949
	Iteration 23Q: 3 clusters Score -2.035113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 167097 members 
Entering Unmasked Estep 
Score: -20351142.000000 Penalty: 5968.272949
	Iteration 24Q: 3 clusters Score -2.035114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 167101 members 
Entering Unmasked Estep 
Score: -20351152.000000 Penalty: 5968.272949
	Iteration 25Q: 3 clusters Score -2.035115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 167110 members 
Entering Unmasked Estep 
Score: -20351158.000000 Penalty: 5968.272949
	Iteration 26Q: 3 clusters Score -2.035116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 167118 members 
Entering Unmasked Estep 
Score: -20351150.000000 Penalty: 5968.272949
	Iteration 27Q: 3 clusters Score -2.035115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -20351152.000000 Penalty: 5968.272949
	Iteration 28Q: 3 clusters Score -2.035115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -20351172.000000 Penalty: 5968.272949
	Iteration 29Q: 3 clusters Score -2.035117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 167124 members 
Entering Unmasked Estep 
Score: -20351152.000000 Penalty: 5968.272949
	Iteration 30Q: 3 clusters Score -2.035115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -20351164.000000 Penalty: 5968.272949
	Iteration 31Q: 3 clusters Score -2.035116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -20351164.000000 Penalty: 5968.272949
	Iteration 32Q: 3 clusters Score -2.035116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -20351172.000000 Penalty: 5968.272949
	Iteration 33Q: 3 clusters Score -2.035117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 167124 members 
Entering Unmasked Estep 
Score: -20351178.000000 Penalty: 5968.272949
	Iteration 34Q: 3 clusters Score -2.035118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 167124 members 
Entering Unmasked Estep 
Score: -20351178.000000 Penalty: 5968.272949
	Iteration 35F: 3 clusters Score -2.035118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Entering Unmasked Estep 
Score: -8208330.000000 Penalty: 2760.063965
	Iteration 0F: 2 clusters Score -8208330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -8162572.500000 Penalty: 5520.127930
	Iteration 0F: 3 clusters Score -8162572 nChanged 31780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -8180381.500000 Penalty: 5520.127930
	Iteration 1F: 3 clusters Score -8180382 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8181034.000000 Penalty: 5520.127930
	Iteration 2Q: 3 clusters Score -8181034 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -8181624.500000 Penalty: 5520.127930
	Iteration 3Q: 3 clusters Score -8181624 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -8182284.000000 Penalty: 5520.127930
	Iteration 4Q: 3 clusters Score -8182284 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -8183002.000000 Penalty: 5520.127930
	Iteration 5Q: 3 clusters Score -8183002 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -8183871.500000 Penalty: 5520.127930
	Iteration 6Q: 3 clusters Score -8183872 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -8185039.500000 Penalty: 5520.127930
	Iteration 7Q: 3 clusters Score -8185040 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8186618.000000 Penalty: 5520.127930
	Iteration 8Q: 3 clusters Score -8186618 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8188912.000000 Penalty: 5520.127930
	Iteration 9F: 3 clusters Score -8188912 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -8192023.000000 Penalty: 5520.127930
	Iteration 10F: 3 clusters Score -8192023 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -8195872.500000 Penalty: 5520.127930
	Iteration 11F: 3 clusters Score -8195872 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -8199676.000000 Penalty: 5520.127930
	Iteration 12F: 3 clusters Score -8199676 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -8202531.500000 Penalty: 5520.127930
	Iteration 13F: 3 clusters Score -8202532 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -8204323.000000 Penalty: 5520.127930
	Iteration 14Q: 3 clusters Score -8204323 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -8205145.500000 Penalty: 5520.127930
	Iteration 15Q: 3 clusters Score -8205146 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -8205467.000000 Penalty: 5520.127930
	Iteration 16Q: 3 clusters Score -8205467 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -8205645.500000 Penalty: 5520.127930
	Iteration 17Q: 3 clusters Score -8205646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -8205755.000000 Penalty: 5520.127930
	Iteration 18Q: 3 clusters Score -8205755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -8205814.500000 Penalty: 5520.127930
	Iteration 19Q: 3 clusters Score -8205814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -8205866.000000 Penalty: 5520.127930
	Iteration 20F: 3 clusters Score -8205866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -8205900.500000 Penalty: 5520.127930
	Iteration 21Q: 3 clusters Score -8205900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -8205911.500000 Penalty: 5520.127930
	Iteration 22Q: 3 clusters Score -8205912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -8205913.500000 Penalty: 5520.127930
	Iteration 23Q: 3 clusters Score -8205914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -8205924.500000 Penalty: 5520.127930
	Iteration 24Q: 3 clusters Score -8205924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -8205928.500000 Penalty: 5520.127930
	Iteration 25Q: 3 clusters Score -8205928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -8205937.000000 Penalty: 5520.127930
	Iteration 26Q: 3 clusters Score -8205937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -8205946.000000 Penalty: 5520.127930
	Iteration 27Q: 3 clusters Score -8205946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -8205951.000000 Penalty: 5520.127930
	Iteration 28Q: 3 clusters Score -8205951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -8205961.500000 Penalty: 5520.127930
	Iteration 29Q: 3 clusters Score -8205962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -8205956.500000 Penalty: 5520.127930
	Iteration 30Q: 3 clusters Score -8205956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -8205956.500000 Penalty: 5520.127930
	Iteration 31F: 3 clusters Score -8205956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Entering Unmasked Estep 
Score: -2492890.250000 Penalty: 2480.028564
	Iteration 0F: 2 clusters Score -2492890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2477563.250000 Penalty: 4960.057129
	Iteration 0F: 3 clusters Score -2477563 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2482902.250000 Penalty: 4960.057129
	Iteration 1F: 3 clusters Score -2482902 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2483498.500000 Penalty: 4960.057129
	Iteration 2F: 3 clusters Score -2483498 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2484162.250000 Penalty: 4960.057129
	Iteration 3F: 3 clusters Score -2484162 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2484921.500000 Penalty: 4960.057129
	Iteration 4F: 3 clusters Score -2484922 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2485791.500000 Penalty: 4960.057129
	Iteration 5F: 3 clusters Score -2485792 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2486707.500000 Penalty: 4960.057129
	Iteration 6F: 3 clusters Score -2486708 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2487583.500000 Penalty: 4960.057129
	Iteration 7F: 3 clusters Score -2487584 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2488356.500000 Penalty: 4960.057129
	Iteration 8Q: 3 clusters Score -2488356 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2488890.000000 Penalty: 4960.057129
	Iteration 9Q: 3 clusters Score -2488890 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2489224.250000 Penalty: 4960.057129
	Iteration 10Q: 3 clusters Score -2489224 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2489470.750000 Penalty: 4960.057129
	Iteration 11Q: 3 clusters Score -2489471 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2489647.000000 Penalty: 4960.057129
	Iteration 12Q: 3 clusters Score -2489647 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2489742.500000 Penalty: 4960.057129
	Iteration 13Q: 3 clusters Score -2489742 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2489843.500000 Penalty: 4960.057129
	Iteration 14Q: 3 clusters Score -2489844 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2489917.500000 Penalty: 4960.057129
	Iteration 15Q: 3 clusters Score -2489918 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2489972.750000 Penalty: 4960.057129
	Iteration 16Q: 3 clusters Score -2489973 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2490011.500000 Penalty: 4960.057129
	Iteration 17Q: 3 clusters Score -2490012 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2490043.750000 Penalty: 4960.057129
	Iteration 18Q: 3 clusters Score -2490044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2490074.500000 Penalty: 4960.057129
	Iteration 19Q: 3 clusters Score -2490074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2490088.250000 Penalty: 4960.057129
	Iteration 20F: 3 clusters Score -2490088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2490108.500000 Penalty: 4960.057129
	Iteration 21Q: 3 clusters Score -2490108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2490126.750000 Penalty: 4960.057129
	Iteration 22Q: 3 clusters Score -2490127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2490144.500000 Penalty: 4960.057129
	Iteration 23Q: 3 clusters Score -2490144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2490155.000000 Penalty: 4960.057129
	Iteration 24Q: 3 clusters Score -2490155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2490157.250000 Penalty: 4960.057129
	Iteration 25Q: 3 clusters Score -2490157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2490164.500000 Penalty: 4960.057129
	Iteration 26Q: 3 clusters Score -2490164 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2490180.500000 Penalty: 4960.057129
	Iteration 27Q: 3 clusters Score -2490180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2490192.750000 Penalty: 4960.057129
	Iteration 28Q: 3 clusters Score -2490193 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2490208.000000 Penalty: 4960.057129
	Iteration 29Q: 3 clusters Score -2490208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2490219.250000 Penalty: 4960.057129
	Iteration 30Q: 3 clusters Score -2490219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2490235.000000 Penalty: 4960.057129
	Iteration 31Q: 3 clusters Score -2490235 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2490258.750000 Penalty: 4960.057129
	Iteration 32Q: 3 clusters Score -2490259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2490273.000000 Penalty: 4960.057129
	Iteration 33Q: 3 clusters Score -2490273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2490289.000000 Penalty: 4960.057129
	Iteration 34Q: 3 clusters Score -2490289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2490294.500000 Penalty: 4960.057129
	Iteration 35Q: 3 clusters Score -2490294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2490317.500000 Penalty: 4960.057129
	Iteration 36Q: 3 clusters Score -2490318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2490324.750000 Penalty: 4960.057129
	Iteration 37Q: 3 clusters Score -2490325 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2490341.250000 Penalty: 4960.057129
	Iteration 38Q: 3 clusters Score -2490341 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2490363.250000 Penalty: 4960.057129
	Iteration 39Q: 3 clusters Score -2490363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2490374.000000 Penalty: 4960.057129
	Iteration 40F: 3 clusters Score -2490374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2490402.750000 Penalty: 4960.057129
	Iteration 41Q: 3 clusters Score -2490403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2490412.000000 Penalty: 4960.057129
	Iteration 42Q: 3 clusters Score -2490412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2490440.250000 Penalty: 4960.057129
	Iteration 43Q: 3 clusters Score -2490440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2490445.750000 Penalty: 4960.057129
	Iteration 44Q: 3 clusters Score -2490446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2490459.000000 Penalty: 4960.057129
	Iteration 45Q: 3 clusters Score -2490459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2490469.000000 Penalty: 4960.057129
	Iteration 46Q: 3 clusters Score -2490469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2490490.500000 Penalty: 4960.057129
	Iteration 47Q: 3 clusters Score -2490490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2490495.250000 Penalty: 4960.057129
	Iteration 48Q: 3 clusters Score -2490495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2490504.500000 Penalty: 4960.057129
	Iteration 49Q: 3 clusters Score -2490504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2490510.000000 Penalty: 4960.057129
	Iteration 50Q: 3 clusters Score -2490510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2490519.000000 Penalty: 4960.057129
	Iteration 51Q: 3 clusters Score -2490519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2490525.500000 Penalty: 4960.057129
	Iteration 52Q: 3 clusters Score -2490526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2490533.000000 Penalty: 4960.057129
	Iteration 53Q: 3 clusters Score -2490533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2490548.750000 Penalty: 4960.057129
	Iteration 54Q: 3 clusters Score -2490549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2490559.750000 Penalty: 4960.057129
	Iteration 55Q: 3 clusters Score -2490560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2490570.500000 Penalty: 4960.057129
	Iteration 56Q: 3 clusters Score -2490570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2490577.750000 Penalty: 4960.057129
	Iteration 57Q: 3 clusters Score -2490578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2490575.750000 Penalty: 4960.057129
	Iteration 58Q: 3 clusters Score -2490576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2490585.750000 Penalty: 4960.057129
	Iteration 59Q: 3 clusters Score -2490586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2490594.500000 Penalty: 4960.057129
	Iteration 60F: 3 clusters Score -2490594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2490600.750000 Penalty: 4960.057129
	Iteration 61Q: 3 clusters Score -2490601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2490606.250000 Penalty: 4960.057129
	Iteration 62Q: 3 clusters Score -2490606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2490610.750000 Penalty: 4960.057129
	Iteration 63Q: 3 clusters Score -2490611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2490612.500000 Penalty: 4960.057129
	Iteration 64Q: 3 clusters Score -2490612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2490624.750000 Penalty: 4960.057129
	Iteration 65Q: 3 clusters Score -2490625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2490628.250000 Penalty: 4960.057129
	Iteration 66Q: 3 clusters Score -2490628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2490633.750000 Penalty: 4960.057129
	Iteration 67Q: 3 clusters Score -2490634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2490648.500000 Penalty: 4960.057129
	Iteration 68Q: 3 clusters Score -2490648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2490668.250000 Penalty: 4960.057129
	Iteration 69Q: 3 clusters Score -2490668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2490690.500000 Penalty: 4960.057129
	Iteration 70Q: 3 clusters Score -2490690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2490716.250000 Penalty: 4960.057129
	Iteration 71Q: 3 clusters Score -2490716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2490738.750000 Penalty: 4960.057129
	Iteration 72Q: 3 clusters Score -2490739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2490759.000000 Penalty: 4960.057129
	Iteration 73Q: 3 clusters Score -2490759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2490775.000000 Penalty: 4960.057129
	Iteration 74Q: 3 clusters Score -2490775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2490797.250000 Penalty: 4960.057129
	Iteration 75Q: 3 clusters Score -2490797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2490810.250000 Penalty: 4960.057129
	Iteration 76Q: 3 clusters Score -2490810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2490822.000000 Penalty: 4960.057129
	Iteration 77Q: 3 clusters Score -2490822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2490836.750000 Penalty: 4960.057129
	Iteration 78Q: 3 clusters Score -2490837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2490847.500000 Penalty: 4960.057129
	Iteration 79Q: 3 clusters Score -2490848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2490861.500000 Penalty: 4960.057129
	Iteration 80F: 3 clusters Score -2490862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2490864.250000 Penalty: 4960.057129
	Iteration 81Q: 3 clusters Score -2490864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2490873.000000 Penalty: 4960.057129
	Iteration 82Q: 3 clusters Score -2490873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2490880.500000 Penalty: 4960.057129
	Iteration 83Q: 3 clusters Score -2490880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2490881.500000 Penalty: 4960.057129
	Iteration 84Q: 3 clusters Score -2490882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2490886.250000 Penalty: 4960.057129
	Iteration 85Q: 3 clusters Score -2490886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2490898.000000 Penalty: 4960.057129
	Iteration 86Q: 3 clusters Score -2490898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2490896.500000 Penalty: 4960.057129
	Iteration 87Q: 3 clusters Score -2490896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2490906.750000 Penalty: 4960.057129
	Iteration 88Q: 3 clusters Score -2490907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2490919.250000 Penalty: 4960.057129
	Iteration 89Q: 3 clusters Score -2490919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2490910.500000 Penalty: 4960.057129
	Iteration 90Q: 3 clusters Score -2490910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2490924.500000 Penalty: 4960.057129
	Iteration 91Q: 3 clusters Score -2490924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2490929.250000 Penalty: 4960.057129
	Iteration 92Q: 3 clusters Score -2490929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2490933.250000 Penalty: 4960.057129
	Iteration 93Q: 3 clusters Score -2490933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2490942.750000 Penalty: 4960.057129
	Iteration 94Q: 3 clusters Score -2490943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2490950.250000 Penalty: 4960.057129
	Iteration 95Q: 3 clusters Score -2490950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2490957.750000 Penalty: 4960.057129
	Iteration 96Q: 3 clusters Score -2490958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2490958.500000 Penalty: 4960.057129
	Iteration 97Q: 3 clusters Score -2490958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2490955.750000 Penalty: 4960.057129
	Iteration 98Q: 3 clusters Score -2490956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2490956.500000 Penalty: 4960.057129
	Iteration 99Q: 3 clusters Score -2490956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2490964.000000 Penalty: 4960.057129
	Iteration 100F: 3 clusters Score -2490964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2490963.000000 Penalty: 4960.057129
	Iteration 101Q: 3 clusters Score -2490963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2490964.750000 Penalty: 4960.057129
	Iteration 102Q: 3 clusters Score -2490965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2490966.500000 Penalty: 4960.057129
	Iteration 103Q: 3 clusters Score -2490966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2490971.000000 Penalty: 4960.057129
	Iteration 104Q: 3 clusters Score -2490971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2490969.250000 Penalty: 4960.057129
	Iteration 105Q: 3 clusters Score -2490969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2490975.500000 Penalty: 4960.057129
	Iteration 106Q: 3 clusters Score -2490976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2490977.250000 Penalty: 4960.057129
	Iteration 107Q: 3 clusters Score -2490977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2490984.000000 Penalty: 4960.057129
	Iteration 108Q: 3 clusters Score -2490984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2490986.000000 Penalty: 4960.057129
	Iteration 109Q: 3 clusters Score -2490986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2490992.250000 Penalty: 4960.057129
	Iteration 110Q: 3 clusters Score -2490992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2491001.500000 Penalty: 4960.057129
	Iteration 111Q: 3 clusters Score -2491002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2491001.500000 Penalty: 4960.057129
	Iteration 112Q: 3 clusters Score -2491002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2491003.000000 Penalty: 4960.057129
	Iteration 113Q: 3 clusters Score -2491003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2491006.750000 Penalty: 4960.057129
	Iteration 114Q: 3 clusters Score -2491007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2491011.750000 Penalty: 4960.057129
	Iteration 115Q: 3 clusters Score -2491012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2491011.750000 Penalty: 4960.057129
	Iteration 116Q: 3 clusters Score -2491012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2491013.750000 Penalty: 4960.057129
	Iteration 117Q: 3 clusters Score -2491014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2491022.250000 Penalty: 4960.057129
	Iteration 118Q: 3 clusters Score -2491022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2491019.000000 Penalty: 4960.057129
	Iteration 119Q: 3 clusters Score -2491019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2491021.500000 Penalty: 4960.057129
	Iteration 120F: 3 clusters Score -2491022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2491024.000000 Penalty: 4960.057129
	Iteration 121Q: 3 clusters Score -2491024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2491030.500000 Penalty: 4960.057129
	Iteration 122Q: 3 clusters Score -2491030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2491026.000000 Penalty: 4960.057129
	Iteration 123Q: 3 clusters Score -2491026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2491026.750000 Penalty: 4960.057129
	Iteration 124Q: 3 clusters Score -2491027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2491027.750000 Penalty: 4960.057129
	Iteration 125Q: 3 clusters Score -2491028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2491026.500000 Penalty: 4960.057129
	Iteration 126Q: 3 clusters Score -2491026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2491029.000000 Penalty: 4960.057129
	Iteration 127Q: 3 clusters Score -2491029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2491028.000000 Penalty: 4960.057129
	Iteration 128Q: 3 clusters Score -2491028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2491037.500000 Penalty: 4960.057129
	Iteration 129Q: 3 clusters Score -2491038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2491051.500000 Penalty: 4960.057129
	Iteration 130Q: 3 clusters Score -2491052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2491065.750000 Penalty: 4960.057129
	Iteration 131Q: 3 clusters Score -2491066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2491078.750000 Penalty: 4960.057129
	Iteration 132Q: 3 clusters Score -2491079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2491086.500000 Penalty: 4960.057129
	Iteration 133Q: 3 clusters Score -2491086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2491100.750000 Penalty: 4960.057129
	Iteration 134Q: 3 clusters Score -2491101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2491130.500000 Penalty: 4960.057129
	Iteration 135Q: 3 clusters Score -2491130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2491164.750000 Penalty: 4960.057129
	Iteration 136Q: 3 clusters Score -2491165 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2491201.500000 Penalty: 4960.057129
	Iteration 137Q: 3 clusters Score -2491202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2491238.500000 Penalty: 4960.057129
	Iteration 138Q: 3 clusters Score -2491238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2491270.750000 Penalty: 4960.057129
	Iteration 139Q: 3 clusters Score -2491271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2491297.500000 Penalty: 4960.057129
	Iteration 140F: 3 clusters Score -2491298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2491318.750000 Penalty: 4960.057129
	Iteration 141Q: 3 clusters Score -2491319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2491337.250000 Penalty: 4960.057129
	Iteration 142Q: 3 clusters Score -2491337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2491349.000000 Penalty: 4960.057129
	Iteration 143Q: 3 clusters Score -2491349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2491351.500000 Penalty: 4960.057129
	Iteration 144Q: 3 clusters Score -2491352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2491352.250000 Penalty: 4960.057129
	Iteration 145Q: 3 clusters Score -2491352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2491353.500000 Penalty: 4960.057129
	Iteration 146Q: 3 clusters Score -2491354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2491356.250000 Penalty: 4960.057129
	Iteration 147Q: 3 clusters Score -2491356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2491356.250000 Penalty: 4960.057129
	Iteration 148F: 3 clusters Score -2491356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -393165.906250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -393165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -389551.500000 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -389551.5 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -390378.156250 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -390378.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -390598.062500 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -390598.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -390743.625000 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -390743.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -390858.593750 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -390858.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -390957.968750 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -390958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -391052.687500 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -391052.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -391154.031250 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -391154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -391256.406250 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -391256.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -391352.500000 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -391352.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -391448.156250 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -391448.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -391524.406250 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -391524.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -391579.625000 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -391579.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -391626.593750 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -391626.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -391671.750000 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -391671.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -391706.843750 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -391706.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -391726.843750 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -391726.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -391739.468750 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -391739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -391748.062500 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -391748.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -391753.187500 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -391753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -391762.812500 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -391762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -391767.218750 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -391767.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -391770.375000 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -391770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -391772.781250 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -391772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -391775.406250 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -391775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -391776.406250 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -391776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -391779.875000 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -391779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -391785.437500 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -391785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -391792.812500 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -391792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -391796.437500 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -391796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -391798.062500 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -391798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -391800.187500 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -391800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -391801.656250 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -391801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -391807.281250 Penalty: 4064.200439
	Iteration 33Q: 3 clusters Score -391807.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -391813.500000 Penalty: 4064.200439
	Iteration 34Q: 3 clusters Score -391813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -391816.937500 Penalty: 4064.200439
	Iteration 35Q: 3 clusters Score -391816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -391817.218750 Penalty: 4064.200439
	Iteration 36Q: 3 clusters Score -391817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -391817.500000 Penalty: 4064.200439
	Iteration 37Q: 3 clusters Score -391817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -391817.500000 Penalty: 4064.200439
	Iteration 38F: 3 clusters Score -391817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -91083.546875 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -91083.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89286.078125 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -89286.08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89585.242188 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -89585.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89694.546875 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -89694.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89774.851562 Penalty: 3340.357422
	Iteration 3F: 3 clusters Score -89774.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89828.710938 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -89828.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89865.554688 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -89865.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89878.937500 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -89878.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89881.554688 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -89881.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89883.265625 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -89883.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89884.843750 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -89884.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89886.210938 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -89886.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89886.898438 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -89886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89887.531250 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -89887.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89887.531250 Penalty: 3340.357422
	Iteration 13F: 3 clusters Score -89887.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Entering Unmasked Estep 
Score: -9533208.000000 Penalty: 2801.145996
	Iteration 0F: 2 clusters Score -9533208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -9479417.000000 Penalty: 5602.291992
	Iteration 0F: 3 clusters Score -9479417 nChanged 37697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -9500470.000000 Penalty: 5602.291992
	Iteration 1F: 3 clusters Score -9500470 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -9501343.000000 Penalty: 5602.291992
	Iteration 2Q: 3 clusters Score -9501343 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -9502280.000000 Penalty: 5602.291992
	Iteration 3Q: 3 clusters Score -9502280 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -9503569.000000 Penalty: 5602.291992
	Iteration 4Q: 3 clusters Score -9503569 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -9505360.000000 Penalty: 5602.291992
	Iteration 5Q: 3 clusters Score -9505360 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -9508056.000000 Penalty: 5602.291992
	Iteration 6F: 3 clusters Score -9508056 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -9511958.000000 Penalty: 5602.291992
	Iteration 7F: 3 clusters Score -9511958 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -9517206.000000 Penalty: 5602.291992
	Iteration 8F: 3 clusters Score -9517206 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -9522550.000000 Penalty: 5602.291992
	Iteration 9F: 3 clusters Score -9522550 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -9526643.000000 Penalty: 5602.291992
	Iteration 10F: 3 clusters Score -9526643 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -9528861.000000 Penalty: 5602.291992
	Iteration 11Q: 3 clusters Score -9528861 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -9529835.000000 Penalty: 5602.291992
	Iteration 12Q: 3 clusters Score -9529835 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -9530317.000000 Penalty: 5602.291992
	Iteration 13Q: 3 clusters Score -9530317 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -9530560.000000 Penalty: 5602.291992
	Iteration 14Q: 3 clusters Score -9530560 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -9530692.000000 Penalty: 5602.291992
	Iteration 15Q: 3 clusters Score -9530692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -9530764.000000 Penalty: 5602.291992
	Iteration 16Q: 3 clusters Score -9530764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -9530826.000000 Penalty: 5602.291992
	Iteration 17Q: 3 clusters Score -9530826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -9530848.000000 Penalty: 5602.291992
	Iteration 18Q: 3 clusters Score -9530848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -9530870.000000 Penalty: 5602.291992
	Iteration 19Q: 3 clusters Score -9530870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -9530884.000000 Penalty: 5602.291992
	Iteration 20F: 3 clusters Score -9530884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -9530882.000000 Penalty: 5602.291992
	Iteration 21Q: 3 clusters Score -9530882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -9530879.000000 Penalty: 5602.291992
	Iteration 22Q: 3 clusters Score -9530879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79914 members 
Entering Unmasked Estep 
Score: -9530896.000000 Penalty: 5602.291992
	Iteration 23Q: 3 clusters Score -9530896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -9530897.000000 Penalty: 5602.291992
	Iteration 24Q: 3 clusters Score -9530897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -9530899.000000 Penalty: 5602.291992
	Iteration 25Q: 3 clusters Score -9530899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -9530908.000000 Penalty: 5602.291992
	Iteration 26Q: 3 clusters Score -9530908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -9530909.000000 Penalty: 5602.291992
	Iteration 27Q: 3 clusters Score -9530909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -9530906.000000 Penalty: 5602.291992
	Iteration 28Q: 3 clusters Score -9530906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -9530906.000000 Penalty: 5602.291992
	Iteration 29F: 3 clusters Score -9530906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -944595.937500 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -944595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -937798.625000 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -937798.6 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -939803.375000 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -939803.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -940136.562500 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -940136.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -940399.562500 Penalty: 4499.368652
	Iteration 3F: 3 clusters Score -940399.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -940623.375000 Penalty: 4499.368652
	Iteration 4F: 3 clusters Score -940623.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -940798.937500 Penalty: 4499.368652
	Iteration 5Q: 3 clusters Score -940798.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -940948.437500 Penalty: 4499.368652
	Iteration 6Q: 3 clusters Score -940948.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -941097.250000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -941097.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -941257.000000 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -941257 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -941406.562500 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -941406.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -941556.000000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -941556 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -941700.125000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -941700.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -941849.812500 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -941849.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -941966.375000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -941966.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -942065.937500 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -942065.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -942143.937500 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -942143.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -942208.312500 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -942208.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -942256.562500 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -942256.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -942290.812500 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -942290.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -942319.375000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -942319.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -942338.312500 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -942338.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -942360.187500 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -942360.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -942380.062500 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -942380.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -942400.875000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -942400.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -942421.500000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -942421.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -942443.000000 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -942443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -942467.187500 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -942467.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -942490.875000 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -942490.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -942510.500000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -942510.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -942539.875000 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -942539.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -942572.125000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -942572.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -942599.750000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -942599.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -942623.312500 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -942623.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -942644.750000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -942644.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -942673.687500 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -942673.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -942692.812500 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -942692.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -942718.062500 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -942718.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -942733.000000 Penalty: 4499.368652
	Iteration 37Q: 3 clusters Score -942733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -942752.625000 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -942752.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -942768.750000 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -942768.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -942785.562500 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -942785.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -942806.625000 Penalty: 4499.368652
	Iteration 41Q: 3 clusters Score -942806.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -942830.437500 Penalty: 4499.368652
	Iteration 42Q: 3 clusters Score -942830.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -942852.000000 Penalty: 4499.368652
	Iteration 43Q: 3 clusters Score -942852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -942883.500000 Penalty: 4499.368652
	Iteration 44Q: 3 clusters Score -942883.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -942910.875000 Penalty: 4499.368652
	Iteration 45Q: 3 clusters Score -942910.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -942936.437500 Penalty: 4499.368652
	Iteration 46Q: 3 clusters Score -942936.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -942961.312500 Penalty: 4499.368652
	Iteration 47Q: 3 clusters Score -942961.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -942994.250000 Penalty: 4499.368652
	Iteration 48Q: 3 clusters Score -942994.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -943022.437500 Penalty: 4499.368652
	Iteration 49Q: 3 clusters Score -943022.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -943053.687500 Penalty: 4499.368652
	Iteration 50Q: 3 clusters Score -943053.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -943083.062500 Penalty: 4499.368652
	Iteration 51Q: 3 clusters Score -943083.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -943108.812500 Penalty: 4499.368652
	Iteration 52Q: 3 clusters Score -943108.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -943133.187500 Penalty: 4499.368652
	Iteration 53Q: 3 clusters Score -943133.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -943151.937500 Penalty: 4499.368652
	Iteration 54Q: 3 clusters Score -943151.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -943163.687500 Penalty: 4499.368652
	Iteration 55Q: 3 clusters Score -943163.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -943172.500000 Penalty: 4499.368652
	Iteration 56Q: 3 clusters Score -943172.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -943182.687500 Penalty: 4499.368652
	Iteration 57Q: 3 clusters Score -943182.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -943193.875000 Penalty: 4499.368652
	Iteration 58Q: 3 clusters Score -943193.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -943202.625000 Penalty: 4499.368652
	Iteration 59Q: 3 clusters Score -943202.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -943215.875000 Penalty: 4499.368652
	Iteration 60F: 3 clusters Score -943215.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -943229.312500 Penalty: 4499.368652
	Iteration 61Q: 3 clusters Score -943229.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -943231.437500 Penalty: 4499.368652
	Iteration 62Q: 3 clusters Score -943231.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -943236.687500 Penalty: 4499.368652
	Iteration 63Q: 3 clusters Score -943236.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -943242.312500 Penalty: 4499.368652
	Iteration 64Q: 3 clusters Score -943242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -943247.562500 Penalty: 4499.368652
	Iteration 65Q: 3 clusters Score -943247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -943248.437500 Penalty: 4499.368652
	Iteration 66Q: 3 clusters Score -943248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -943254.187500 Penalty: 4499.368652
	Iteration 67Q: 3 clusters Score -943254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -943256.750000 Penalty: 4499.368652
	Iteration 68Q: 3 clusters Score -943256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -943257.125000 Penalty: 4499.368652
	Iteration 69Q: 3 clusters Score -943257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -943259.312500 Penalty: 4499.368652
	Iteration 70Q: 3 clusters Score -943259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -943261.687500 Penalty: 4499.368652
	Iteration 71Q: 3 clusters Score -943261.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -943267.062500 Penalty: 4499.368652
	Iteration 72Q: 3 clusters Score -943267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -943270.875000 Penalty: 4499.368652
	Iteration 73Q: 3 clusters Score -943270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -943271.687500 Penalty: 4499.368652
	Iteration 74Q: 3 clusters Score -943271.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -943272.250000 Penalty: 4499.368652
	Iteration 75Q: 3 clusters Score -943272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -943275.562500 Penalty: 4499.368652
	Iteration 76Q: 3 clusters Score -943275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -943276.312500 Penalty: 4499.368652
	Iteration 77Q: 3 clusters Score -943276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -943278.375000 Penalty: 4499.368652
	Iteration 78Q: 3 clusters Score -943278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -943279.062500 Penalty: 4499.368652
	Iteration 79Q: 3 clusters Score -943279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -943279.062500 Penalty: 4499.368652
	Iteration 80F: 3 clusters Score -943279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -363864.593750 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -363864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -360463.312500 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -360463.3 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -361156.250000 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -361156.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -361326.343750 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -361326.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -361424.031250 Penalty: 4006.260010
	Iteration 3Q: 3 clusters Score -361424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -361494.031250 Penalty: 4006.260010
	Iteration 4Q: 3 clusters Score -361494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -361544.125000 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -361544.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -361587.437500 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -361587.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -361628.062500 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -361628.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -361660.875000 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -361660.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -361697.281250 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -361697.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -361725.406250 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -361725.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -361750.062500 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -361750.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -361773.656250 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -361773.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -361791.000000 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -361791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -361810.625000 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -361810.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -361830.500000 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -361830.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -361852.500000 Penalty: 4006.260010
	Iteration 16Q: 3 clusters Score -361852.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -361869.125000 Penalty: 4006.260010
	Iteration 17Q: 3 clusters Score -361869.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -361889.375000 Penalty: 4006.260010
	Iteration 18Q: 3 clusters Score -361889.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -361906.937500 Penalty: 4006.260010
	Iteration 19Q: 3 clusters Score -361906.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -361922.812500 Penalty: 4006.260010
	Iteration 20F: 3 clusters Score -361922.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -361938.968750 Penalty: 4006.260010
	Iteration 21Q: 3 clusters Score -361939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -361952.250000 Penalty: 4006.260010
	Iteration 22Q: 3 clusters Score -361952.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -361963.468750 Penalty: 4006.260010
	Iteration 23Q: 3 clusters Score -361963.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -361973.625000 Penalty: 4006.260010
	Iteration 24Q: 3 clusters Score -361973.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -361983.156250 Penalty: 4006.260010
	Iteration 25Q: 3 clusters Score -361983.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -361988.218750 Penalty: 4006.260010
	Iteration 26Q: 3 clusters Score -361988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -361994.812500 Penalty: 4006.260010
	Iteration 27Q: 3 clusters Score -361994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -361996.468750 Penalty: 4006.260010
	Iteration 28Q: 3 clusters Score -361996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -361998.843750 Penalty: 4006.260010
	Iteration 29Q: 3 clusters Score -361998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -362001.343750 Penalty: 4006.260010
	Iteration 30Q: 3 clusters Score -362001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -362003.968750 Penalty: 4006.260010
	Iteration 31Q: 3 clusters Score -362004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -362005.343750 Penalty: 4006.260010
	Iteration 32Q: 3 clusters Score -362005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -362005.718750 Penalty: 4006.260010
	Iteration 33Q: 3 clusters Score -362005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -362006.187500 Penalty: 4006.260010
	Iteration 34Q: 3 clusters Score -362006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -362006.187500 Penalty: 4006.260010
	Iteration 35F: 3 clusters Score -362006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Entering Unmasked Estep 
Score: -3181979.000000 Penalty: 2535.482910
	Iteration 0F: 2 clusters Score -3181979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3162927.250000 Penalty: 5070.965820
	Iteration 0F: 3 clusters Score -3162927 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3169544.750000 Penalty: 5070.965820
	Iteration 1F: 3 clusters Score -3169545 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3169873.250000 Penalty: 5070.965820
	Iteration 2Q: 3 clusters Score -3169873 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3170158.750000 Penalty: 5070.965820
	Iteration 3Q: 3 clusters Score -3170159 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3170388.500000 Penalty: 5070.965820
	Iteration 4Q: 3 clusters Score -3170388 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3170604.000000 Penalty: 5070.965820
	Iteration 5Q: 3 clusters Score -3170604 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3170808.500000 Penalty: 5070.965820
	Iteration 6Q: 3 clusters Score -3170808 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3170990.250000 Penalty: 5070.965820
	Iteration 7Q: 3 clusters Score -3170990 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3171187.250000 Penalty: 5070.965820
	Iteration 8Q: 3 clusters Score -3171187 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3171412.750000 Penalty: 5070.965820
	Iteration 9Q: 3 clusters Score -3171413 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3171659.250000 Penalty: 5070.965820
	Iteration 10Q: 3 clusters Score -3171659 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3171997.750000 Penalty: 5070.965820
	Iteration 11Q: 3 clusters Score -3171998 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3172452.750000 Penalty: 5070.965820
	Iteration 12Q: 3 clusters Score -3172453 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3173071.000000 Penalty: 5070.965820
	Iteration 13Q: 3 clusters Score -3173071 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3173842.750000 Penalty: 5070.965820
	Iteration 14Q: 3 clusters Score -3173843 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3174526.000000 Penalty: 5070.965820
	Iteration 15Q: 3 clusters Score -3174526 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3174970.500000 Penalty: 5070.965820
	Iteration 16Q: 3 clusters Score -3174970 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3175187.250000 Penalty: 5070.965820
	Iteration 17Q: 3 clusters Score -3175187 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3175271.000000 Penalty: 5070.965820
	Iteration 18Q: 3 clusters Score -3175271 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3175320.500000 Penalty: 5070.965820
	Iteration 19Q: 3 clusters Score -3175320 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3175364.750000 Penalty: 5070.965820
	Iteration 20F: 3 clusters Score -3175365 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3175415.250000 Penalty: 5070.965820
	Iteration 21Q: 3 clusters Score -3175415 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3175439.750000 Penalty: 5070.965820
	Iteration 22Q: 3 clusters Score -3175440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3175483.500000 Penalty: 5070.965820
	Iteration 23Q: 3 clusters Score -3175484 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3175528.000000 Penalty: 5070.965820
	Iteration 24Q: 3 clusters Score -3175528 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3175577.750000 Penalty: 5070.965820
	Iteration 25Q: 3 clusters Score -3175578 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3175646.750000 Penalty: 5070.965820
	Iteration 26Q: 3 clusters Score -3175647 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3175730.000000 Penalty: 5070.965820
	Iteration 27Q: 3 clusters Score -3175730 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3175817.000000 Penalty: 5070.965820
	Iteration 28Q: 3 clusters Score -3175817 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3175912.250000 Penalty: 5070.965820
	Iteration 29Q: 3 clusters Score -3175912 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3176018.000000 Penalty: 5070.965820
	Iteration 30Q: 3 clusters Score -3176018 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3176129.250000 Penalty: 5070.965820
	Iteration 31Q: 3 clusters Score -3176129 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3176276.250000 Penalty: 5070.965820
	Iteration 32Q: 3 clusters Score -3176276 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3176450.500000 Penalty: 5070.965820
	Iteration 33Q: 3 clusters Score -3176450 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3176624.500000 Penalty: 5070.965820
	Iteration 34Q: 3 clusters Score -3176624 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3176801.750000 Penalty: 5070.965820
	Iteration 35Q: 3 clusters Score -3176802 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3177024.500000 Penalty: 5070.965820
	Iteration 36Q: 3 clusters Score -3177024 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3177287.750000 Penalty: 5070.965820
	Iteration 37Q: 3 clusters Score -3177288 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3177549.500000 Penalty: 5070.965820
	Iteration 38Q: 3 clusters Score -3177550 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3177855.500000 Penalty: 5070.965820
	Iteration 39Q: 3 clusters Score -3177856 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3178186.000000 Penalty: 5070.965820
	Iteration 40F: 3 clusters Score -3178186 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3178455.000000 Penalty: 5070.965820
	Iteration 41Q: 3 clusters Score -3178455 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3178685.500000 Penalty: 5070.965820
	Iteration 42Q: 3 clusters Score -3178686 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3178880.250000 Penalty: 5070.965820
	Iteration 43Q: 3 clusters Score -3178880 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3179051.750000 Penalty: 5070.965820
	Iteration 44Q: 3 clusters Score -3179052 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3179173.250000 Penalty: 5070.965820
	Iteration 45Q: 3 clusters Score -3179173 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3179277.250000 Penalty: 5070.965820
	Iteration 46Q: 3 clusters Score -3179277 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3179377.250000 Penalty: 5070.965820
	Iteration 47Q: 3 clusters Score -3179377 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3179466.000000 Penalty: 5070.965820
	Iteration 48Q: 3 clusters Score -3179466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3179529.500000 Penalty: 5070.965820
	Iteration 49Q: 3 clusters Score -3179530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3179560.250000 Penalty: 5070.965820
	Iteration 50Q: 3 clusters Score -3179560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3179579.250000 Penalty: 5070.965820
	Iteration 51Q: 3 clusters Score -3179579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3179602.500000 Penalty: 5070.965820
	Iteration 52Q: 3 clusters Score -3179602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3179613.750000 Penalty: 5070.965820
	Iteration 53Q: 3 clusters Score -3179614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3179626.500000 Penalty: 5070.965820
	Iteration 54Q: 3 clusters Score -3179626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3179644.000000 Penalty: 5070.965820
	Iteration 55Q: 3 clusters Score -3179644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3179651.000000 Penalty: 5070.965820
	Iteration 56Q: 3 clusters Score -3179651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3179653.250000 Penalty: 5070.965820
	Iteration 57Q: 3 clusters Score -3179653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3179666.000000 Penalty: 5070.965820
	Iteration 58Q: 3 clusters Score -3179666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3179684.250000 Penalty: 5070.965820
	Iteration 59Q: 3 clusters Score -3179684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3179685.750000 Penalty: 5070.965820
	Iteration 60F: 3 clusters Score -3179686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3179694.500000 Penalty: 5070.965820
	Iteration 61Q: 3 clusters Score -3179694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3179694.250000 Penalty: 5070.965820
	Iteration 62Q: 3 clusters Score -3179694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3179703.500000 Penalty: 5070.965820
	Iteration 63Q: 3 clusters Score -3179704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3179708.750000 Penalty: 5070.965820
	Iteration 64Q: 3 clusters Score -3179709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3179725.750000 Penalty: 5070.965820
	Iteration 65Q: 3 clusters Score -3179726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3179729.750000 Penalty: 5070.965820
	Iteration 66Q: 3 clusters Score -3179730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3179732.750000 Penalty: 5070.965820
	Iteration 67Q: 3 clusters Score -3179733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3179740.750000 Penalty: 5070.965820
	Iteration 68Q: 3 clusters Score -3179741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3179741.750000 Penalty: 5070.965820
	Iteration 69Q: 3 clusters Score -3179742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3179740.750000 Penalty: 5070.965820
	Iteration 70Q: 3 clusters Score -3179741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3179741.500000 Penalty: 5070.965820
	Iteration 71Q: 3 clusters Score -3179742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3179740.250000 Penalty: 5070.965820
	Iteration 72Q: 3 clusters Score -3179740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3179737.250000 Penalty: 5070.965820
	Iteration 73Q: 3 clusters Score -3179737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3179744.000000 Penalty: 5070.965820
	Iteration 74Q: 3 clusters Score -3179744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3179744.500000 Penalty: 5070.965820
	Iteration 75Q: 3 clusters Score -3179744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3179744.750000 Penalty: 5070.965820
	Iteration 76Q: 3 clusters Score -3179745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3179745.750000 Penalty: 5070.965820
	Iteration 77Q: 3 clusters Score -3179746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3179743.750000 Penalty: 5070.965820
	Iteration 78Q: 3 clusters Score -3179744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3179743.000000 Penalty: 5070.965820
	Iteration 79Q: 3 clusters Score -3179743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3179742.000000 Penalty: 5070.965820
	Iteration 80F: 3 clusters Score -3179742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Entering Unmasked Estep 
Score: -7223605.500000 Penalty: 2733.285889
	Iteration 0F: 2 clusters Score -7223606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -7182507.500000 Penalty: 5466.571777
	Iteration 0F: 3 clusters Score -7182508 nChanged 28387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -7198335.500000 Penalty: 5466.571777
	Iteration 1F: 3 clusters Score -7198336 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -7199123.500000 Penalty: 5466.571777
	Iteration 2Q: 3 clusters Score -7199124 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -7200087.500000 Penalty: 5466.571777
	Iteration 3Q: 3 clusters Score -7200088 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -7201279.000000 Penalty: 5466.571777
	Iteration 4Q: 3 clusters Score -7201279 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -7203057.000000 Penalty: 5466.571777
	Iteration 5Q: 3 clusters Score -7203057 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7205299.000000 Penalty: 5466.571777
	Iteration 6F: 3 clusters Score -7205299 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -7207802.500000 Penalty: 5466.571777
	Iteration 7F: 3 clusters Score -7207802 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -7210164.500000 Penalty: 5466.571777
	Iteration 8F: 3 clusters Score -7210164 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7212170.500000 Penalty: 5466.571777
	Iteration 9Q: 3 clusters Score -7212170 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -7213786.500000 Penalty: 5466.571777
	Iteration 10Q: 3 clusters Score -7213786 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -7215074.000000 Penalty: 5466.571777
	Iteration 11Q: 3 clusters Score -7215074 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -7216048.500000 Penalty: 5466.571777
	Iteration 12Q: 3 clusters Score -7216048 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -7216861.000000 Penalty: 5466.571777
	Iteration 13Q: 3 clusters Score -7216861 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -7217449.000000 Penalty: 5466.571777
	Iteration 14Q: 3 clusters Score -7217449 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -7218032.000000 Penalty: 5466.571777
	Iteration 15Q: 3 clusters Score -7218032 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -7218447.000000 Penalty: 5466.571777
	Iteration 16Q: 3 clusters Score -7218447 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -7218803.000000 Penalty: 5466.571777
	Iteration 17Q: 3 clusters Score -7218803 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -7219089.500000 Penalty: 5466.571777
	Iteration 18Q: 3 clusters Score -7219090 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -7219296.500000 Penalty: 5466.571777
	Iteration 19Q: 3 clusters Score -7219296 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -7219448.500000 Penalty: 5466.571777
	Iteration 20F: 3 clusters Score -7219448 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -7219537.500000 Penalty: 5466.571777
	Iteration 21Q: 3 clusters Score -7219538 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -7219570.500000 Penalty: 5466.571777
	Iteration 22Q: 3 clusters Score -7219570 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -7219575.000000 Penalty: 5466.571777
	Iteration 23Q: 3 clusters Score -7219575 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -7219588.500000 Penalty: 5466.571777
	Iteration 24Q: 3 clusters Score -7219588 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7219604.500000 Penalty: 5466.571777
	Iteration 25Q: 3 clusters Score -7219604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -7219616.000000 Penalty: 5466.571777
	Iteration 26Q: 3 clusters Score -7219616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -7219610.000000 Penalty: 5466.571777
	Iteration 27Q: 3 clusters Score -7219610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -7219608.500000 Penalty: 5466.571777
	Iteration 28Q: 3 clusters Score -7219608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7219630.000000 Penalty: 5466.571777
	Iteration 29Q: 3 clusters Score -7219630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -7219622.500000 Penalty: 5466.571777
	Iteration 30Q: 3 clusters Score -7219622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -7219621.000000 Penalty: 5466.571777
	Iteration 31Q: 3 clusters Score -7219621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -7219625.000000 Penalty: 5466.571777
	Iteration 32Q: 3 clusters Score -7219625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -7219627.500000 Penalty: 5466.571777
	Iteration 33Q: 3 clusters Score -7219628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -7219626.500000 Penalty: 5466.571777
	Iteration 34Q: 3 clusters Score -7219626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -7219621.000000 Penalty: 5466.571777
	Iteration 35Q: 3 clusters Score -7219621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -7219628.000000 Penalty: 5466.571777
	Iteration 36Q: 3 clusters Score -7219628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7219629.500000 Penalty: 5466.571777
	Iteration 37Q: 3 clusters Score -7219630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -7219632.000000 Penalty: 5466.571777
	Iteration 38Q: 3 clusters Score -7219632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7219626.500000 Penalty: 5466.571777
	Iteration 39Q: 3 clusters Score -7219626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -7219637.500000 Penalty: 5466.571777
	Iteration 40F: 3 clusters Score -7219638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -7219630.500000 Penalty: 5466.571777
	Iteration 41Q: 3 clusters Score -7219630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -7219637.000000 Penalty: 5466.571777
	Iteration 42Q: 3 clusters Score -7219637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -7219638.500000 Penalty: 5466.571777
	Iteration 43Q: 3 clusters Score -7219638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -7219638.500000 Penalty: 5466.571777
	Iteration 44F: 3 clusters Score -7219638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Entering Unmasked Estep 
Score: -3762749.250000 Penalty: 2584.651855
	Iteration 0F: 2 clusters Score -3762749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3739839.250000 Penalty: 5169.303711
	Iteration 0F: 3 clusters Score -3739839 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3748397.000000 Penalty: 5169.303711
	Iteration 1F: 3 clusters Score -3748397 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3749227.750000 Penalty: 5169.303711
	Iteration 2F: 3 clusters Score -3749228 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3750220.750000 Penalty: 5169.303711
	Iteration 3F: 3 clusters Score -3750221 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3751463.750000 Penalty: 5169.303711
	Iteration 4F: 3 clusters Score -3751464 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3752996.500000 Penalty: 5169.303711
	Iteration 5F: 3 clusters Score -3752996 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3754712.500000 Penalty: 5169.303711
	Iteration 6F: 3 clusters Score -3754712 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3756385.750000 Penalty: 5169.303711
	Iteration 7F: 3 clusters Score -3756386 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3757802.750000 Penalty: 5169.303711
	Iteration 8F: 3 clusters Score -3757803 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3758829.000000 Penalty: 5169.303711
	Iteration 9Q: 3 clusters Score -3758829 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3759472.000000 Penalty: 5169.303711
	Iteration 10Q: 3 clusters Score -3759472 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3759888.500000 Penalty: 5169.303711
	Iteration 11Q: 3 clusters Score -3759888 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3760156.000000 Penalty: 5169.303711
	Iteration 12Q: 3 clusters Score -3760156 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3760359.000000 Penalty: 5169.303711
	Iteration 13Q: 3 clusters Score -3760359 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3760498.750000 Penalty: 5169.303711
	Iteration 14Q: 3 clusters Score -3760499 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3760579.500000 Penalty: 5169.303711
	Iteration 15Q: 3 clusters Score -3760580 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3760659.000000 Penalty: 5169.303711
	Iteration 16Q: 3 clusters Score -3760659 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3760705.000000 Penalty: 5169.303711
	Iteration 17Q: 3 clusters Score -3760705 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3760747.250000 Penalty: 5169.303711
	Iteration 18Q: 3 clusters Score -3760747 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3760794.000000 Penalty: 5169.303711
	Iteration 19Q: 3 clusters Score -3760794 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3760821.250000 Penalty: 5169.303711
	Iteration 20F: 3 clusters Score -3760821 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3760859.500000 Penalty: 5169.303711
	Iteration 21Q: 3 clusters Score -3760860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3760888.500000 Penalty: 5169.303711
	Iteration 22Q: 3 clusters Score -3760888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3760898.250000 Penalty: 5169.303711
	Iteration 23Q: 3 clusters Score -3760898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3760918.500000 Penalty: 5169.303711
	Iteration 24Q: 3 clusters Score -3760918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3760937.250000 Penalty: 5169.303711
	Iteration 25Q: 3 clusters Score -3760937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3760948.750000 Penalty: 5169.303711
	Iteration 26Q: 3 clusters Score -3760949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3760968.750000 Penalty: 5169.303711
	Iteration 27Q: 3 clusters Score -3760969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3760967.250000 Penalty: 5169.303711
	Iteration 28Q: 3 clusters Score -3760967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3760990.750000 Penalty: 5169.303711
	Iteration 29Q: 3 clusters Score -3760991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3760984.000000 Penalty: 5169.303711
	Iteration 30Q: 3 clusters Score -3760984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3760988.250000 Penalty: 5169.303711
	Iteration 31Q: 3 clusters Score -3760988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3760990.750000 Penalty: 5169.303711
	Iteration 32Q: 3 clusters Score -3760991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3760991.500000 Penalty: 5169.303711
	Iteration 33Q: 3 clusters Score -3760992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3760986.500000 Penalty: 5169.303711
	Iteration 34Q: 3 clusters Score -3760986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3760994.250000 Penalty: 5169.303711
	Iteration 35Q: 3 clusters Score -3760994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3760999.750000 Penalty: 5169.303711
	Iteration 36Q: 3 clusters Score -3761000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3760994.750000 Penalty: 5169.303711
	Iteration 37Q: 3 clusters Score -3760995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3760996.000000 Penalty: 5169.303711
	Iteration 38Q: 3 clusters Score -3760996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3760997.750000 Penalty: 5169.303711
	Iteration 39Q: 3 clusters Score -3760998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3760999.500000 Penalty: 5169.303711
	Iteration 40F: 3 clusters Score -3761000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3760994.000000 Penalty: 5169.303711
	Iteration 41Q: 3 clusters Score -3760994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3760995.750000 Penalty: 5169.303711
	Iteration 42Q: 3 clusters Score -3760996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3760994.750000 Penalty: 5169.303711
	Iteration 43Q: 3 clusters Score -3760995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3760990.000000 Penalty: 5169.303711
	Iteration 44Q: 3 clusters Score -3760990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3760993.000000 Penalty: 5169.303711
	Iteration 45Q: 3 clusters Score -3760993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3760986.000000 Penalty: 5169.303711
	Iteration 46Q: 3 clusters Score -3760986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3760988.250000 Penalty: 5169.303711
	Iteration 47Q: 3 clusters Score -3760988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3760994.750000 Penalty: 5169.303711
	Iteration 48Q: 3 clusters Score -3760995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3760996.750000 Penalty: 5169.303711
	Iteration 49Q: 3 clusters Score -3760997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3760998.250000 Penalty: 5169.303711
	Iteration 50Q: 3 clusters Score -3760998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3761004.000000 Penalty: 5169.303711
	Iteration 51Q: 3 clusters Score -3761004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3760998.000000 Penalty: 5169.303711
	Iteration 52Q: 3 clusters Score -3760998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3761001.250000 Penalty: 5169.303711
	Iteration 53Q: 3 clusters Score -3761001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3761002.250000 Penalty: 5169.303711
	Iteration 54Q: 3 clusters Score -3761002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3761002.000000 Penalty: 5169.303711
	Iteration 55Q: 3 clusters Score -3761002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3761000.750000 Penalty: 5169.303711
	Iteration 56Q: 3 clusters Score -3761001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3761003.250000 Penalty: 5169.303711
	Iteration 57Q: 3 clusters Score -3761003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3760998.750000 Penalty: 5169.303711
	Iteration 58Q: 3 clusters Score -3760999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3761007.500000 Penalty: 5169.303711
	Iteration 59Q: 3 clusters Score -3761008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3761009.000000 Penalty: 5169.303711
	Iteration 60F: 3 clusters Score -3761009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3761006.000000 Penalty: 5169.303711
	Iteration 61Q: 3 clusters Score -3761006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3761001.500000 Penalty: 5169.303711
	Iteration 62Q: 3 clusters Score -3761002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3761005.500000 Penalty: 5169.303711
	Iteration 63Q: 3 clusters Score -3761006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3761007.750000 Penalty: 5169.303711
	Iteration 64Q: 3 clusters Score -3761008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3761006.750000 Penalty: 5169.303711
	Iteration 65Q: 3 clusters Score -3761007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3761009.250000 Penalty: 5169.303711
	Iteration 66Q: 3 clusters Score -3761009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3761006.250000 Penalty: 5169.303711
	Iteration 67Q: 3 clusters Score -3761006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3761002.250000 Penalty: 5169.303711
	Iteration 68Q: 3 clusters Score -3761002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3760999.000000 Penalty: 5169.303711
	Iteration 69Q: 3 clusters Score -3760999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3761004.750000 Penalty: 5169.303711
	Iteration 70Q: 3 clusters Score -3761005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3761001.000000 Penalty: 5169.303711
	Iteration 71Q: 3 clusters Score -3761001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3761005.250000 Penalty: 5169.303711
	Iteration 72Q: 3 clusters Score -3761005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3761006.500000 Penalty: 5169.303711
	Iteration 73Q: 3 clusters Score -3761006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3761005.500000 Penalty: 5169.303711
	Iteration 74Q: 3 clusters Score -3761006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3761005.000000 Penalty: 5169.303711
	Iteration 75Q: 3 clusters Score -3761005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3761005.500000 Penalty: 5169.303711
	Iteration 76Q: 3 clusters Score -3761006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3761006.000000 Penalty: 5169.303711
	Iteration 77Q: 3 clusters Score -3761006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3761009.750000 Penalty: 5169.303711
	Iteration 78Q: 3 clusters Score -3761010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3761009.500000 Penalty: 5169.303711
	Iteration 79Q: 3 clusters Score -3761010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3761016.250000 Penalty: 5169.303711
	Iteration 80F: 3 clusters Score -3761016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3761013.000000 Penalty: 5169.303711
	Iteration 81Q: 3 clusters Score -3761013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3761013.000000 Penalty: 5169.303711
	Iteration 82F: 3 clusters Score -3761013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -95723.781250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -95723.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93893.335938 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -93893.34 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94173.757812 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -94173.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94317.148438 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -94317.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94444.140625 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -94444.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94505.640625 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -94505.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94528.585938 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -94528.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94541.992188 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -94541.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94573.218750 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -94573.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94583.203125 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -94583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94591.335938 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -94591.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94601.742188 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -94601.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94610.226562 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -94610.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94613.960938 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -94613.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94613.960938 Penalty: 3365.090820
	Iteration 13F: 3 clusters Score -94613.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -1435030.875000 Penalty: 2339.345459
	Iteration 0F: 2 clusters Score -1435031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1425774.375000 Penalty: 4678.690918
	Iteration 0F: 3 clusters Score -1425774 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1428595.750000 Penalty: 4678.690918
	Iteration 1F: 3 clusters Score -1428596 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1429034.625000 Penalty: 4678.690918
	Iteration 2F: 3 clusters Score -1429035 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1429435.125000 Penalty: 4678.690918
	Iteration 3F: 3 clusters Score -1429435 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1429797.625000 Penalty: 4678.690918
	Iteration 4F: 3 clusters Score -1429798 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1430182.875000 Penalty: 4678.690918
	Iteration 5F: 3 clusters Score -1430183 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1430558.125000 Penalty: 4678.690918
	Iteration 6F: 3 clusters Score -1430558 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1430966.250000 Penalty: 4678.690918
	Iteration 7Q: 3 clusters Score -1430966 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1431395.375000 Penalty: 4678.690918
	Iteration 8Q: 3 clusters Score -1431395 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1431794.875000 Penalty: 4678.690918
	Iteration 9Q: 3 clusters Score -1431795 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1432133.625000 Penalty: 4678.690918
	Iteration 10Q: 3 clusters Score -1432134 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1432359.500000 Penalty: 4678.690918
	Iteration 11Q: 3 clusters Score -1432360 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1432530.000000 Penalty: 4678.690918
	Iteration 12Q: 3 clusters Score -1432530 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1432663.500000 Penalty: 4678.690918
	Iteration 13Q: 3 clusters Score -1432664 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1432755.875000 Penalty: 4678.690918
	Iteration 14Q: 3 clusters Score -1432756 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1432830.500000 Penalty: 4678.690918
	Iteration 15Q: 3 clusters Score -1432830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1432898.000000 Penalty: 4678.690918
	Iteration 16Q: 3 clusters Score -1432898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1432957.125000 Penalty: 4678.690918
	Iteration 17Q: 3 clusters Score -1432957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1433001.750000 Penalty: 4678.690918
	Iteration 18Q: 3 clusters Score -1433002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1433040.750000 Penalty: 4678.690918
	Iteration 19Q: 3 clusters Score -1433041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1433067.875000 Penalty: 4678.690918
	Iteration 20F: 3 clusters Score -1433068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1433095.625000 Penalty: 4678.690918
	Iteration 21Q: 3 clusters Score -1433096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1433124.625000 Penalty: 4678.690918
	Iteration 22Q: 3 clusters Score -1433125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1433140.000000 Penalty: 4678.690918
	Iteration 23Q: 3 clusters Score -1433140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1433147.875000 Penalty: 4678.690918
	Iteration 24Q: 3 clusters Score -1433148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1433157.500000 Penalty: 4678.690918
	Iteration 25Q: 3 clusters Score -1433158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1433167.250000 Penalty: 4678.690918
	Iteration 26Q: 3 clusters Score -1433167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1433169.250000 Penalty: 4678.690918
	Iteration 27Q: 3 clusters Score -1433169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1433173.250000 Penalty: 4678.690918
	Iteration 28Q: 3 clusters Score -1433173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1433177.500000 Penalty: 4678.690918
	Iteration 29Q: 3 clusters Score -1433178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1433180.250000 Penalty: 4678.690918
	Iteration 30Q: 3 clusters Score -1433180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1433183.000000 Penalty: 4678.690918
	Iteration 31Q: 3 clusters Score -1433183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1433181.125000 Penalty: 4678.690918
	Iteration 32Q: 3 clusters Score -1433181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1433178.250000 Penalty: 4678.690918
	Iteration 33Q: 3 clusters Score -1433178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1433179.625000 Penalty: 4678.690918
	Iteration 34Q: 3 clusters Score -1433180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1433181.500000 Penalty: 4678.690918
	Iteration 35Q: 3 clusters Score -1433182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1433180.500000 Penalty: 4678.690918
	Iteration 36Q: 3 clusters Score -1433180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1433180.625000 Penalty: 4678.690918
	Iteration 37Q: 3 clusters Score -1433181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1433182.625000 Penalty: 4678.690918
	Iteration 38Q: 3 clusters Score -1433183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1433182.625000 Penalty: 4678.690918
	Iteration 39Q: 3 clusters Score -1433183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1433186.500000 Penalty: 4678.690918
	Iteration 40F: 3 clusters Score -1433186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1433185.500000 Penalty: 4678.690918
	Iteration 41Q: 3 clusters Score -1433186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1433186.750000 Penalty: 4678.690918
	Iteration 42Q: 3 clusters Score -1433187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1433186.750000 Penalty: 4678.690918
	Iteration 43F: 3 clusters Score -1433187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -1036932.500000 Penalty: 2262.486328
	Iteration 0F: 2 clusters Score -1036932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1029770.437500 Penalty: 4524.972656
	Iteration 0F: 3 clusters Score -1029770 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1031925.062500 Penalty: 4524.972656
	Iteration 1F: 3 clusters Score -1031925 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1032234.437500 Penalty: 4524.972656
	Iteration 2F: 3 clusters Score -1032234 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1032423.625000 Penalty: 4524.972656
	Iteration 3F: 3 clusters Score -1032424 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1032568.687500 Penalty: 4524.972656
	Iteration 4Q: 3 clusters Score -1032569 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1032699.375000 Penalty: 4524.972656
	Iteration 5Q: 3 clusters Score -1032699 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1032813.500000 Penalty: 4524.972656
	Iteration 6Q: 3 clusters Score -1032814 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1032907.750000 Penalty: 4524.972656
	Iteration 7Q: 3 clusters Score -1032908 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1033012.437500 Penalty: 4524.972656
	Iteration 8Q: 3 clusters Score -1033012 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1033128.437500 Penalty: 4524.972656
	Iteration 9Q: 3 clusters Score -1033128 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1033254.687500 Penalty: 4524.972656
	Iteration 10Q: 3 clusters Score -1033255 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1033380.500000 Penalty: 4524.972656
	Iteration 11Q: 3 clusters Score -1033380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1033504.187500 Penalty: 4524.972656
	Iteration 12Q: 3 clusters Score -1033504 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1033596.875000 Penalty: 4524.972656
	Iteration 13Q: 3 clusters Score -1033597 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1033668.562500 Penalty: 4524.972656
	Iteration 14Q: 3 clusters Score -1033669 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1033742.312500 Penalty: 4524.972656
	Iteration 15Q: 3 clusters Score -1033742 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1033808.750000 Penalty: 4524.972656
	Iteration 16Q: 3 clusters Score -1033809 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1033882.125000 Penalty: 4524.972656
	Iteration 17Q: 3 clusters Score -1033882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1033951.375000 Penalty: 4524.972656
	Iteration 18Q: 3 clusters Score -1033951 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1034002.937500 Penalty: 4524.972656
	Iteration 19Q: 3 clusters Score -1034003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1034058.375000 Penalty: 4524.972656
	Iteration 20F: 3 clusters Score -1034058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1034112.687500 Penalty: 4524.972656
	Iteration 21Q: 3 clusters Score -1034113 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1034158.312500 Penalty: 4524.972656
	Iteration 22Q: 3 clusters Score -1034158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1034204.687500 Penalty: 4524.972656
	Iteration 23Q: 3 clusters Score -1034205 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1034237.062500 Penalty: 4524.972656
	Iteration 24Q: 3 clusters Score -1034237 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1034277.062500 Penalty: 4524.972656
	Iteration 25Q: 3 clusters Score -1034277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1034308.875000 Penalty: 4524.972656
	Iteration 26Q: 3 clusters Score -1034309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1034347.562500 Penalty: 4524.972656
	Iteration 27Q: 3 clusters Score -1034348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1034375.312500 Penalty: 4524.972656
	Iteration 28Q: 3 clusters Score -1034375 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1034409.500000 Penalty: 4524.972656
	Iteration 29Q: 3 clusters Score -1034410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1034442.562500 Penalty: 4524.972656
	Iteration 30Q: 3 clusters Score -1034443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1034478.062500 Penalty: 4524.972656
	Iteration 31Q: 3 clusters Score -1034478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1034522.375000 Penalty: 4524.972656
	Iteration 32Q: 3 clusters Score -1034522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1034560.875000 Penalty: 4524.972656
	Iteration 33Q: 3 clusters Score -1034561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1034596.437500 Penalty: 4524.972656
	Iteration 34Q: 3 clusters Score -1034596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1034629.062500 Penalty: 4524.972656
	Iteration 35Q: 3 clusters Score -1034629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1034654.687500 Penalty: 4524.972656
	Iteration 36Q: 3 clusters Score -1034655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1034680.062500 Penalty: 4524.972656
	Iteration 37Q: 3 clusters Score -1034680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1034713.937500 Penalty: 4524.972656
	Iteration 38Q: 3 clusters Score -1034714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1034742.000000 Penalty: 4524.972656
	Iteration 39Q: 3 clusters Score -1034742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1034774.500000 Penalty: 4524.972656
	Iteration 40F: 3 clusters Score -1034774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1034806.187500 Penalty: 4524.972656
	Iteration 41Q: 3 clusters Score -1034806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1034834.625000 Penalty: 4524.972656
	Iteration 42Q: 3 clusters Score -1034835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1034861.687500 Penalty: 4524.972656
	Iteration 43Q: 3 clusters Score -1034862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1034887.062500 Penalty: 4524.972656
	Iteration 44Q: 3 clusters Score -1034887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1034910.312500 Penalty: 4524.972656
	Iteration 45Q: 3 clusters Score -1034910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1034928.062500 Penalty: 4524.972656
	Iteration 46Q: 3 clusters Score -1034928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1034952.750000 Penalty: 4524.972656
	Iteration 47Q: 3 clusters Score -1034953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1034975.625000 Penalty: 4524.972656
	Iteration 48Q: 3 clusters Score -1034976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1034985.250000 Penalty: 4524.972656
	Iteration 49Q: 3 clusters Score -1034985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1035005.625000 Penalty: 4524.972656
	Iteration 50Q: 3 clusters Score -1035006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1035015.187500 Penalty: 4524.972656
	Iteration 51Q: 3 clusters Score -1035015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1035025.250000 Penalty: 4524.972656
	Iteration 52Q: 3 clusters Score -1035025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1035038.500000 Penalty: 4524.972656
	Iteration 53Q: 3 clusters Score -1035038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1035045.125000 Penalty: 4524.972656
	Iteration 54Q: 3 clusters Score -1035045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1035052.812500 Penalty: 4524.972656
	Iteration 55Q: 3 clusters Score -1035053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1035056.750000 Penalty: 4524.972656
	Iteration 56Q: 3 clusters Score -1035057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1035065.000000 Penalty: 4524.972656
	Iteration 57Q: 3 clusters Score -1035065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1035068.250000 Penalty: 4524.972656
	Iteration 58Q: 3 clusters Score -1035068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1035071.812500 Penalty: 4524.972656
	Iteration 59Q: 3 clusters Score -1035072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1035075.437500 Penalty: 4524.972656
	Iteration 60F: 3 clusters Score -1035075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1035075.500000 Penalty: 4524.972656
	Iteration 61Q: 3 clusters Score -1035076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1035078.187500 Penalty: 4524.972656
	Iteration 62Q: 3 clusters Score -1035078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1035080.000000 Penalty: 4524.972656
	Iteration 63Q: 3 clusters Score -1035080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1035080.687500 Penalty: 4524.972656
	Iteration 64Q: 3 clusters Score -1035081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1035080.750000 Penalty: 4524.972656
	Iteration 65Q: 3 clusters Score -1035081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1035081.875000 Penalty: 4524.972656
	Iteration 66Q: 3 clusters Score -1035082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1035082.875000 Penalty: 4524.972656
	Iteration 67Q: 3 clusters Score -1035083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1035084.812500 Penalty: 4524.972656
	Iteration 68Q: 3 clusters Score -1035085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1035083.500000 Penalty: 4524.972656
	Iteration 69Q: 3 clusters Score -1035084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1035083.500000 Penalty: 4524.972656
	Iteration 70Q: 3 clusters Score -1035084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1035084.062500 Penalty: 4524.972656
	Iteration 71Q: 3 clusters Score -1035084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1035086.750000 Penalty: 4524.972656
	Iteration 72Q: 3 clusters Score -1035087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1035085.500000 Penalty: 4524.972656
	Iteration 73Q: 3 clusters Score -1035086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1035087.687500 Penalty: 4524.972656
	Iteration 74Q: 3 clusters Score -1035088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1035089.187500 Penalty: 4524.972656
	Iteration 75Q: 3 clusters Score -1035089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1035089.812500 Penalty: 4524.972656
	Iteration 76Q: 3 clusters Score -1035090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1035091.312500 Penalty: 4524.972656
	Iteration 77Q: 3 clusters Score -1035091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1035093.937500 Penalty: 4524.972656
	Iteration 78Q: 3 clusters Score -1035094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1035097.250000 Penalty: 4524.972656
	Iteration 79Q: 3 clusters Score -1035097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1035100.500000 Penalty: 4524.972656
	Iteration 80F: 3 clusters Score -1035100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1035103.500000 Penalty: 4524.972656
	Iteration 81Q: 3 clusters Score -1035104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1035104.250000 Penalty: 4524.972656
	Iteration 82Q: 3 clusters Score -1035104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1035104.312500 Penalty: 4524.972656
	Iteration 83Q: 3 clusters Score -1035104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1035107.375000 Penalty: 4524.972656
	Iteration 84Q: 3 clusters Score -1035107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1035107.750000 Penalty: 4524.972656
	Iteration 85Q: 3 clusters Score -1035108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1035109.250000 Penalty: 4524.972656
	Iteration 86Q: 3 clusters Score -1035109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1035109.000000 Penalty: 4524.972656
	Iteration 87Q: 3 clusters Score -1035109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1035109.000000 Penalty: 4524.972656
	Iteration 88F: 3 clusters Score -1035109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -71348.789062 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -71348.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69743.296875 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -69743.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69967.328125 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -69967.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70038.601562 Penalty: 3222.400391
	Iteration 2Q: 3 clusters Score -70038.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70103.789062 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -70103.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70180.039062 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -70180.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70240.578125 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -70240.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70336.093750 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -70336.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -70464.179688 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -70464.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70603.507812 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -70603.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70674.367188 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -70674.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70717.617188 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -70717.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70738.382812 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -70738.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -70741.125000 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -70741.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70752.093750 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -70752.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70756.773438 Penalty: 3222.400391
	Iteration 14F: 3 clusters Score -70756.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70776.273438 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -70776.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70781.109375 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -70781.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70782.960938 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -70782.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70783.812500 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -70783.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70783.812500 Penalty: 3222.400391
	Iteration 19F: 3 clusters Score -70783.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -76072.726562 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -76072.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74371.125000 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -74371.12 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74614.398438 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -74614.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74702.046875 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -74702.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74736.640625 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -74736.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74748.859375 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -74748.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74753.929688 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -74753.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74755.390625 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -74755.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74755.390625 Penalty: 3276.898682
	Iteration 7F: 3 clusters Score -74755.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 247633 members 
Mstep: Class 3 contains 164432 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 46808 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156944 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93431 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88331 members 
Mstep: Class 14 contains 111390 members 
Mstep: Class 15 contains 33984 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129727 members 
Mstep: Class 24 contains 7054 members 
Mstep: Class 25 contains 168183 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80414 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27549 members 
Mstep: Class 34 contains 61164 members 
Mstep: Class 35 contains 33590 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 9163 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 319Q: 41 clusters Score -2.055964e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247640 members 
Mstep: Class 3 contains 164413 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 46808 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156963 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93428 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88326 members 
Mstep: Class 14 contains 111390 members 
Mstep: Class 15 contains 33984 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8543 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129727 members 
Mstep: Class 24 contains 7053 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80413 members 
Mstep: Class 31 contains 8703 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27550 members 
Mstep: Class 34 contains 61165 members 
Mstep: Class 35 contains 33589 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12492 members 
Mstep: Class 38 contains 9164 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596512.000000 Penalty: 142798.250000
Iteration 320F: 41 clusters Score -2.055965e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247646 members 
Mstep: Class 3 contains 164392 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156987 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93423 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88322 members 
Mstep: Class 14 contains 111391 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8543 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129730 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27550 members 
Mstep: Class 34 contains 61163 members 
Mstep: Class 35 contains 33588 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12493 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596560.000000 Penalty: 142798.250000
Iteration 321Q: 41 clusters Score -2.055966e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247654 members 
Mstep: Class 3 contains 164380 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 156999 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93417 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88319 members 
Mstep: Class 14 contains 111392 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8543 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129731 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168179 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22035 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27551 members 
Mstep: Class 34 contains 61162 members 
Mstep: Class 35 contains 33587 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12495 members 
Mstep: Class 38 contains 9164 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596576.000000 Penalty: 142798.250000
Iteration 322Q: 41 clusters Score -2.055966e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247660 members 
Mstep: Class 3 contains 164361 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157016 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93415 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88317 members 
Mstep: Class 14 contains 111389 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129732 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3621 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27551 members 
Mstep: Class 34 contains 61161 members 
Mstep: Class 35 contains 33586 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12496 members 
Mstep: Class 38 contains 9162 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596544.000000 Penalty: 142798.250000
Iteration 323Q: 41 clusters Score -2.055965e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247663 members 
Mstep: Class 3 contains 164345 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157037 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93410 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88314 members 
Mstep: Class 14 contains 111389 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129733 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168184 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3622 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27551 members 
Mstep: Class 34 contains 61160 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596592.000000 Penalty: 142798.250000
Iteration 324Q: 41 clusters Score -2.055966e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247664 members 
Mstep: Class 3 contains 164335 members 
Mstep: Class 4 contains 16287 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157053 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93406 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88315 members 
Mstep: Class 14 contains 111386 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129734 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168183 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3623 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27552 members 
Mstep: Class 34 contains 61158 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596544.000000 Penalty: 142798.250000
Iteration 325Q: 41 clusters Score -2.055965e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247670 members 
Mstep: Class 3 contains 164317 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157073 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93402 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88316 members 
Mstep: Class 14 contains 111384 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129737 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22032 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80410 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27555 members 
Mstep: Class 34 contains 61157 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596496.000000 Penalty: 142798.250000
Iteration 326Q: 41 clusters Score -2.055965e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247670 members 
Mstep: Class 3 contains 164302 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46811 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157096 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93399 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88316 members 
Mstep: Class 14 contains 111378 members 
Mstep: Class 15 contains 33984 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129739 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22030 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27558 members 
Mstep: Class 34 contains 61154 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596528.000000 Penalty: 142798.250000
Iteration 327Q: 41 clusters Score -2.055965e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247669 members 
Mstep: Class 3 contains 164294 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46812 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157119 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93390 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88315 members 
Mstep: Class 14 contains 111376 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129741 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22030 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61152 members 
Mstep: Class 35 contains 33584 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596432.000000 Penalty: 142798.250000
Iteration 328Q: 41 clusters Score -2.055964e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 247675 members 
Mstep: Class 3 contains 164273 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 46812 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157146 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93378 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88315 members 
Mstep: Class 14 contains 111374 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129742 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80411 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61153 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 329Q: 41 clusters Score -2.055964e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247679 members 
Mstep: Class 3 contains 164245 members 
Mstep: Class 4 contains 16283 members 
Mstep: Class 5 contains 46813 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157178 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93374 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88314 members 
Mstep: Class 14 contains 111373 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129742 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80409 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61153 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596464.000000 Penalty: 142798.250000
Iteration 330Q: 41 clusters Score -2.055965e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 247687 members 
Mstep: Class 3 contains 164217 members 
Mstep: Class 4 contains 16283 members 
Mstep: Class 5 contains 46814 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157208 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93372 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88310 members 
Mstep: Class 14 contains 111370 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129741 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68136 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80409 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61153 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596400.000000 Penalty: 142798.250000
Iteration 331Q: 41 clusters Score -2.055964e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 247689 members 
Mstep: Class 3 contains 164179 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 46814 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157245 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93374 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88307 members 
Mstep: Class 14 contains 111367 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129741 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68136 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80409 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61156 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596368.000000 Penalty: 142798.250000
Iteration 332Q: 41 clusters Score -2.055964e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 247697 members 
Mstep: Class 3 contains 164141 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 46816 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157279 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93372 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88301 members 
Mstep: Class 14 contains 111367 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129741 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168183 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22032 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80409 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61157 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12497 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596384.000000 Penalty: 142798.250000
Iteration 333Q: 41 clusters Score -2.055964e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247708 members 
Mstep: Class 3 contains 164108 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46816 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157310 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93374 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88293 members 
Mstep: Class 14 contains 111365 members 
Mstep: Class 15 contains 33984 members 
Mstep: Class 16 contains 37578 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129742 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168183 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61157 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12498 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 334Q: 41 clusters Score -2.055964e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247714 members 
Mstep: Class 3 contains 164081 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 46819 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157349 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93366 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88283 members 
Mstep: Class 14 contains 111364 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 37577 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129745 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168184 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22031 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27560 members 
Mstep: Class 34 contains 61155 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12498 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596528.000000 Penalty: 142798.250000
Iteration 335Q: 41 clusters Score -2.055965e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247722 members 
Mstep: Class 3 contains 164075 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 46822 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157365 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93358 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88274 members 
Mstep: Class 14 contains 111360 members 
Mstep: Class 15 contains 33981 members 
Mstep: Class 16 contains 37577 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17919 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129749 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168184 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22030 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80407 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27561 members 
Mstep: Class 34 contains 61153 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12499 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596528.000000 Penalty: 142798.250000
Iteration 336Q: 41 clusters Score -2.055965e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247733 members 
Mstep: Class 3 contains 164069 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 46826 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157389 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93353 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88264 members 
Mstep: Class 14 contains 111359 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8540 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129748 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168184 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22029 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 8703 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27563 members 
Mstep: Class 34 contains 61144 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12499 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596704.000000 Penalty: 142798.250000
Iteration 337Q: 41 clusters Score -2.055967e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247735 members 
Mstep: Class 3 contains 164054 members 
Mstep: Class 4 contains 16279 members 
Mstep: Class 5 contains 46826 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157415 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93346 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88254 members 
Mstep: Class 14 contains 111355 members 
Mstep: Class 15 contains 33987 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8541 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17917 members 
Mstep: Class 21 contains 7960 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129751 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22030 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80408 members 
Mstep: Class 31 contains 8705 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27565 members 
Mstep: Class 34 contains 61143 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12499 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596640.000000 Penalty: 142798.250000
Iteration 338Q: 41 clusters Score -2.055966e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247744 members 
Mstep: Class 3 contains 164036 members 
Mstep: Class 4 contains 16278 members 
Mstep: Class 5 contains 46826 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157443 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93334 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88239 members 
Mstep: Class 14 contains 111349 members 
Mstep: Class 15 contains 33992 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17919 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129751 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80407 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27565 members 
Mstep: Class 34 contains 61144 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12498 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596752.000000 Penalty: 142798.250000
Iteration 339Q: 41 clusters Score -2.055968e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247755 members 
Mstep: Class 3 contains 164017 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 46827 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157476 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93325 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88218 members 
Mstep: Class 14 contains 111347 members 
Mstep: Class 15 contains 33998 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 17919 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129754 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68134 members 
Mstep: Class 27 contains 22036 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80407 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27565 members 
Mstep: Class 34 contains 61143 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12498 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596768.000000 Penalty: 142798.250000
Iteration 340F: 41 clusters Score -2.055968e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247774 members 
Mstep: Class 3 contains 164006 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 46827 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157505 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93307 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88190 members 
Mstep: Class 14 contains 111344 members 
Mstep: Class 15 contains 34007 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129760 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 168179 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22037 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80407 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27565 members 
Mstep: Class 34 contains 61140 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12498 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596640.000000 Penalty: 142798.250000
Iteration 341Q: 41 clusters Score -2.055966e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247792 members 
Mstep: Class 3 contains 163993 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 46828 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157528 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93296 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88170 members 
Mstep: Class 14 contains 111343 members 
Mstep: Class 15 contains 34008 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8543 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129764 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 168179 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22038 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80406 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27566 members 
Mstep: Class 34 contains 61138 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12498 members 
Mstep: Class 38 contains 9161 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596752.000000 Penalty: 142798.250000
Iteration 342Q: 41 clusters Score -2.055968e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247806 members 
Mstep: Class 3 contains 163996 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 46829 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157534 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93285 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88156 members 
Mstep: Class 14 contains 111342 members 
Mstep: Class 15 contains 34007 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129766 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 168179 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22040 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80405 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27568 members 
Mstep: Class 34 contains 61140 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12498 members 
Mstep: Class 38 contains 9164 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596736.000000 Penalty: 142798.250000
Iteration 343Q: 41 clusters Score -2.055967e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247816 members 
Mstep: Class 3 contains 164001 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 5 contains 46830 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157535 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93276 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88138 members 
Mstep: Class 14 contains 111343 members 
Mstep: Class 15 contains 34010 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8542 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129770 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168181 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22040 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80405 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27570 members 
Mstep: Class 34 contains 61138 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12499 members 
Mstep: Class 38 contains 9164 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596608.000000 Penalty: 142798.250000
Iteration 344Q: 41 clusters Score -2.055966e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247827 members 
Mstep: Class 3 contains 164011 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 5 contains 46831 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157526 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93267 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88126 members 
Mstep: Class 14 contains 111340 members 
Mstep: Class 15 contains 34013 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129771 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80405 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27570 members 
Mstep: Class 34 contains 61143 members 
Mstep: Class 35 contains 33573 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12501 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596512.000000 Penalty: 142798.250000
Iteration 345Q: 41 clusters Score -2.055965e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247840 members 
Mstep: Class 3 contains 164020 members 
Mstep: Class 4 contains 16273 members 
Mstep: Class 5 contains 46833 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157519 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93260 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88106 members 
Mstep: Class 14 contains 111339 members 
Mstep: Class 15 contains 34014 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8537 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129776 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168180 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80404 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27571 members 
Mstep: Class 34 contains 61147 members 
Mstep: Class 35 contains 33572 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12502 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596496.000000 Penalty: 142798.250000
Iteration 346Q: 41 clusters Score -2.055965e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247858 members 
Mstep: Class 3 contains 164038 members 
Mstep: Class 4 contains 16271 members 
Mstep: Class 5 contains 46835 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157504 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93252 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88085 members 
Mstep: Class 14 contains 111335 members 
Mstep: Class 15 contains 34016 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8534 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129781 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168183 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80401 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27571 members 
Mstep: Class 34 contains 61150 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12503 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596512.000000 Penalty: 142798.250000
Iteration 347Q: 41 clusters Score -2.055965e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 247874 members 
Mstep: Class 3 contains 164052 members 
Mstep: Class 4 contains 16271 members 
Mstep: Class 5 contains 46836 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157498 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93246 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88062 members 
Mstep: Class 14 contains 111329 members 
Mstep: Class 15 contains 34018 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129785 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168186 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22046 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80398 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27572 members 
Mstep: Class 34 contains 61152 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12503 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596480.000000 Penalty: 142798.250000
Iteration 348Q: 41 clusters Score -2.055965e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 247875 members 
Mstep: Class 3 contains 164066 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 46838 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157484 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93247 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 88048 members 
Mstep: Class 14 contains 111326 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129791 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168187 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22048 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80398 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27573 members 
Mstep: Class 34 contains 61154 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12504 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596512.000000 Penalty: 142798.250000
Iteration 349Q: 41 clusters Score -2.055965e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 247885 members 
Mstep: Class 3 contains 164088 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 46842 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157467 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93247 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 88033 members 
Mstep: Class 14 contains 111322 members 
Mstep: Class 15 contains 34017 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 8533 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129796 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168190 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22048 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80396 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27575 members 
Mstep: Class 34 contains 61151 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12505 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596496.000000 Penalty: 142798.250000
Iteration 350Q: 41 clusters Score -2.055965e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 247894 members 
Mstep: Class 3 contains 164100 members 
Mstep: Class 4 contains 16267 members 
Mstep: Class 5 contains 46843 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157457 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93248 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88018 members 
Mstep: Class 14 contains 111322 members 
Mstep: Class 15 contains 34018 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8533 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129797 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168192 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22049 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80395 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27575 members 
Mstep: Class 34 contains 61154 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12505 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596368.000000 Penalty: 142798.250000
Iteration 351Q: 41 clusters Score -2.055964e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 247895 members 
Mstep: Class 3 contains 164112 members 
Mstep: Class 4 contains 16265 members 
Mstep: Class 5 contains 46847 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157444 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93242 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 88012 members 
Mstep: Class 14 contains 111320 members 
Mstep: Class 15 contains 34019 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129799 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168191 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22049 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80395 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27576 members 
Mstep: Class 34 contains 61157 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12505 members 
Mstep: Class 38 contains 9166 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 352Q: 41 clusters Score -2.055964e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 247899 members 
Mstep: Class 3 contains 164116 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46850 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157432 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93247 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 88005 members 
Mstep: Class 14 contains 111318 members 
Mstep: Class 15 contains 34021 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8533 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 17922 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129800 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22051 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80395 members 
Mstep: Class 31 contains 8705 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27576 members 
Mstep: Class 34 contains 61160 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12505 members 
Mstep: Class 38 contains 9167 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596432.000000 Penalty: 142798.250000
Iteration 353Q: 41 clusters Score -2.055964e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 247903 members 
Mstep: Class 3 contains 164126 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46851 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157410 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93252 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87997 members 
Mstep: Class 14 contains 111320 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129801 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22048 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80395 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27576 members 
Mstep: Class 34 contains 61165 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12506 members 
Mstep: Class 38 contains 9169 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 354Q: 41 clusters Score -2.055964e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 247910 members 
Mstep: Class 3 contains 164129 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46851 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157403 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93253 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87987 members 
Mstep: Class 14 contains 111318 members 
Mstep: Class 15 contains 34027 members 
Mstep: Class 16 contains 37576 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8531 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129803 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 168191 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22046 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80395 members 
Mstep: Class 31 contains 8705 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27577 members 
Mstep: Class 34 contains 61169 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12506 members 
Mstep: Class 38 contains 9170 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596464.000000 Penalty: 142798.250000
Iteration 355Q: 41 clusters Score -2.055965e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 247920 members 
Mstep: Class 3 contains 164137 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46851 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157389 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 93251 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87976 members 
Mstep: Class 14 contains 111318 members 
Mstep: Class 15 contains 34028 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129808 members 
Mstep: Class 24 contains 7049 members 
Mstep: Class 25 contains 168192 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22045 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80395 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27577 members 
Mstep: Class 34 contains 61169 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12506 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596352.000000 Penalty: 142798.250000
Iteration 356Q: 41 clusters Score -2.055964e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 247930 members 
Mstep: Class 3 contains 164153 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46853 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157377 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93249 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87965 members 
Mstep: Class 14 contains 111313 members 
Mstep: Class 15 contains 34027 members 
Mstep: Class 16 contains 37573 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129813 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168190 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22045 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80395 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27577 members 
Mstep: Class 34 contains 61168 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12507 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596480.000000 Penalty: 142798.250000
Iteration 357Q: 41 clusters Score -2.055965e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 247939 members 
Mstep: Class 3 contains 164165 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46854 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157369 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93247 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87956 members 
Mstep: Class 14 contains 111312 members 
Mstep: Class 15 contains 34028 members 
Mstep: Class 16 contains 37571 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129812 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168191 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22045 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80394 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27577 members 
Mstep: Class 34 contains 61168 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12508 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596368.000000 Penalty: 142798.250000
Iteration 358Q: 41 clusters Score -2.055964e+08 nChanged 69
Entering ConstructFrom: 
Score: -205596368.000000 Penalty: 142798.250000
Entering ConstructFrom: 
Trying to split cluster 1 (18807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Entering Unmasked Estep 
Score: -2139643.000000 Penalty: 2440.812256
	Iteration 0F: 2 clusters Score -2139643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2126334.000000 Penalty: 4881.624512
	Iteration 0F: 3 clusters Score -2126334 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2130749.500000 Penalty: 4881.624512
	Iteration 1F: 3 clusters Score -2130750 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2131185.250000 Penalty: 4881.624512
	Iteration 2F: 3 clusters Score -2131185 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2131559.750000 Penalty: 4881.624512
	Iteration 3F: 3 clusters Score -2131560 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2131911.500000 Penalty: 4881.624512
	Iteration 4Q: 3 clusters Score -2131912 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2132273.500000 Penalty: 4881.624512
	Iteration 5Q: 3 clusters Score -2132274 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2132636.250000 Penalty: 4881.624512
	Iteration 6Q: 3 clusters Score -2132636 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2132986.500000 Penalty: 4881.624512
	Iteration 7Q: 3 clusters Score -2132986 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2133303.500000 Penalty: 4881.624512
	Iteration 8Q: 3 clusters Score -2133304 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2133593.000000 Penalty: 4881.624512
	Iteration 9Q: 3 clusters Score -2133593 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2133875.250000 Penalty: 4881.624512
	Iteration 10Q: 3 clusters Score -2133875 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2134090.500000 Penalty: 4881.624512
	Iteration 11Q: 3 clusters Score -2134090 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2134292.000000 Penalty: 4881.624512
	Iteration 12Q: 3 clusters Score -2134292 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2134499.750000 Penalty: 4881.624512
	Iteration 13Q: 3 clusters Score -2134500 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2134713.250000 Penalty: 4881.624512
	Iteration 14Q: 3 clusters Score -2134713 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2134921.000000 Penalty: 4881.624512
	Iteration 15Q: 3 clusters Score -2134921 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2135111.000000 Penalty: 4881.624512
	Iteration 16Q: 3 clusters Score -2135111 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2135302.750000 Penalty: 4881.624512
	Iteration 17Q: 3 clusters Score -2135303 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2135458.000000 Penalty: 4881.624512
	Iteration 18Q: 3 clusters Score -2135458 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2135615.250000 Penalty: 4881.624512
	Iteration 19Q: 3 clusters Score -2135615 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2135782.500000 Penalty: 4881.624512
	Iteration 20F: 3 clusters Score -2135782 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2135888.250000 Penalty: 4881.624512
	Iteration 21Q: 3 clusters Score -2135888 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2136017.750000 Penalty: 4881.624512
	Iteration 22Q: 3 clusters Score -2136018 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2136112.500000 Penalty: 4881.624512
	Iteration 23Q: 3 clusters Score -2136112 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2136191.250000 Penalty: 4881.624512
	Iteration 24Q: 3 clusters Score -2136191 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2136286.750000 Penalty: 4881.624512
	Iteration 25Q: 3 clusters Score -2136287 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2136367.750000 Penalty: 4881.624512
	Iteration 26Q: 3 clusters Score -2136368 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2136460.750000 Penalty: 4881.624512
	Iteration 27Q: 3 clusters Score -2136461 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2136568.750000 Penalty: 4881.624512
	Iteration 28Q: 3 clusters Score -2136569 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2136669.500000 Penalty: 4881.624512
	Iteration 29Q: 3 clusters Score -2136670 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2136787.750000 Penalty: 4881.624512
	Iteration 30Q: 3 clusters Score -2136788 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2136930.250000 Penalty: 4881.624512
	Iteration 31Q: 3 clusters Score -2136930 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2137065.000000 Penalty: 4881.624512
	Iteration 32Q: 3 clusters Score -2137065 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2137187.750000 Penalty: 4881.624512
	Iteration 33Q: 3 clusters Score -2137188 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2137306.500000 Penalty: 4881.624512
	Iteration 34Q: 3 clusters Score -2137306 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2137426.500000 Penalty: 4881.624512
	Iteration 35Q: 3 clusters Score -2137426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2137525.500000 Penalty: 4881.624512
	Iteration 36Q: 3 clusters Score -2137526 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2137612.500000 Penalty: 4881.624512
	Iteration 37Q: 3 clusters Score -2137612 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2137681.500000 Penalty: 4881.624512
	Iteration 38Q: 3 clusters Score -2137682 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2137733.750000 Penalty: 4881.624512
	Iteration 39Q: 3 clusters Score -2137734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2137837.500000 Penalty: 4881.624512
	Iteration 40F: 3 clusters Score -2137838 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2137919.500000 Penalty: 4881.624512
	Iteration 41Q: 3 clusters Score -2137920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2138004.750000 Penalty: 4881.624512
	Iteration 42Q: 3 clusters Score -2138005 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2138068.250000 Penalty: 4881.624512
	Iteration 43Q: 3 clusters Score -2138068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2138131.000000 Penalty: 4881.624512
	Iteration 44Q: 3 clusters Score -2138131 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2138193.000000 Penalty: 4881.624512
	Iteration 45Q: 3 clusters Score -2138193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2138245.250000 Penalty: 4881.624512
	Iteration 46Q: 3 clusters Score -2138245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2138286.500000 Penalty: 4881.624512
	Iteration 47Q: 3 clusters Score -2138286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2138311.000000 Penalty: 4881.624512
	Iteration 48Q: 3 clusters Score -2138311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2138326.000000 Penalty: 4881.624512
	Iteration 49Q: 3 clusters Score -2138326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2138341.250000 Penalty: 4881.624512
	Iteration 50Q: 3 clusters Score -2138341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2138358.500000 Penalty: 4881.624512
	Iteration 51Q: 3 clusters Score -2138358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2138368.250000 Penalty: 4881.624512
	Iteration 52Q: 3 clusters Score -2138368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2138372.500000 Penalty: 4881.624512
	Iteration 53Q: 3 clusters Score -2138372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2138377.250000 Penalty: 4881.624512
	Iteration 54Q: 3 clusters Score -2138377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2138382.000000 Penalty: 4881.624512
	Iteration 55Q: 3 clusters Score -2138382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2138381.250000 Penalty: 4881.624512
	Iteration 56Q: 3 clusters Score -2138381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2138387.750000 Penalty: 4881.624512
	Iteration 57Q: 3 clusters Score -2138388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2138386.500000 Penalty: 4881.624512
	Iteration 58Q: 3 clusters Score -2138386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2138387.500000 Penalty: 4881.624512
	Iteration 59Q: 3 clusters Score -2138388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2138401.750000 Penalty: 4881.624512
	Iteration 60F: 3 clusters Score -2138402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2138411.500000 Penalty: 4881.624512
	Iteration 61Q: 3 clusters Score -2138412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2138417.750000 Penalty: 4881.624512
	Iteration 62Q: 3 clusters Score -2138418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2138421.000000 Penalty: 4881.624512
	Iteration 63Q: 3 clusters Score -2138421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2138425.750000 Penalty: 4881.624512
	Iteration 64Q: 3 clusters Score -2138426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2138421.500000 Penalty: 4881.624512
	Iteration 65Q: 3 clusters Score -2138422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2138422.750000 Penalty: 4881.624512
	Iteration 66Q: 3 clusters Score -2138423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2138427.250000 Penalty: 4881.624512
	Iteration 67Q: 3 clusters Score -2138427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2138427.000000 Penalty: 4881.624512
	Iteration 68Q: 3 clusters Score -2138427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2138431.500000 Penalty: 4881.624512
	Iteration 69Q: 3 clusters Score -2138432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2138430.500000 Penalty: 4881.624512
	Iteration 70Q: 3 clusters Score -2138430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2138432.500000 Penalty: 4881.624512
	Iteration 71Q: 3 clusters Score -2138432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2138435.000000 Penalty: 4881.624512
	Iteration 72Q: 3 clusters Score -2138435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2138438.500000 Penalty: 4881.624512
	Iteration 73Q: 3 clusters Score -2138438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2138444.500000 Penalty: 4881.624512
	Iteration 74Q: 3 clusters Score -2138444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2138450.500000 Penalty: 4881.624512
	Iteration 75Q: 3 clusters Score -2138450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2138453.250000 Penalty: 4881.624512
	Iteration 76Q: 3 clusters Score -2138453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2138454.500000 Penalty: 4881.624512
	Iteration 77Q: 3 clusters Score -2138454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2138450.250000 Penalty: 4881.624512
	Iteration 78Q: 3 clusters Score -2138450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2138449.750000 Penalty: 4881.624512
	Iteration 79Q: 3 clusters Score -2138450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2138453.000000 Penalty: 4881.624512
	Iteration 80F: 3 clusters Score -2138453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2138453.250000 Penalty: 4881.624512
	Iteration 81Q: 3 clusters Score -2138453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2138454.500000 Penalty: 4881.624512
	Iteration 82Q: 3 clusters Score -2138454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2138454.500000 Penalty: 4881.624512
	Iteration 83F: 3 clusters Score -2138454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (247946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247946 members 
Entering Unmasked Estep 
Score: -29049470.000000 Penalty: 3080.399658
	Iteration 0F: 2 clusters Score -2.904947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123964 members 
Mstep: Class 2 contains 123982 members 
Entering Unmasked Estep 
Score: -28882420.000000 Penalty: 6160.799316
	Iteration 0F: 3 clusters Score -2.888242e+07 nChanged 119716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -28952476.000000 Penalty: 6160.799316
	Iteration 1F: 3 clusters Score -2.895248e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124148 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -28953452.000000 Penalty: 6160.799316
	Iteration 2Q: 3 clusters Score -2.895345e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -28954452.000000 Penalty: 6160.799316
	Iteration 3Q: 3 clusters Score -2.895445e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122266 members 
Mstep: Class 2 contains 125680 members 
Entering Unmasked Estep 
Score: -28955734.000000 Penalty: 6160.799316
	Iteration 4Q: 3 clusters Score -2.895573e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 127453 members 
Entering Unmasked Estep 
Score: -28957280.000000 Penalty: 6160.799316
	Iteration 5Q: 3 clusters Score -2.895728e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 130197 members 
Entering Unmasked Estep 
Score: -28959182.000000 Penalty: 6160.799316
	Iteration 6Q: 3 clusters Score -2.895918e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 134357 members 
Entering Unmasked Estep 
Score: -28961814.000000 Penalty: 6160.799316
	Iteration 7Q: 3 clusters Score -2.896181e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 140339 members 
Entering Unmasked Estep 
Score: -28965252.000000 Penalty: 6160.799316
	Iteration 8Q: 3 clusters Score -2.896525e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 148548 members 
Entering Unmasked Estep 
Score: -28970226.000000 Penalty: 6160.799316
	Iteration 9Q: 3 clusters Score -2.897023e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -28977242.000000 Penalty: 6160.799316
	Iteration 10F: 3 clusters Score -2.897724e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -28986584.000000 Penalty: 6160.799316
	Iteration 11F: 3 clusters Score -2.898658e+07 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 185675 members 
Entering Unmasked Estep 
Score: -28997590.000000 Penalty: 6160.799316
	Iteration 12F: 3 clusters Score -2.899759e+07 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 199709 members 
Entering Unmasked Estep 
Score: -29008890.000000 Penalty: 6160.799316
	Iteration 13F: 3 clusters Score -2.900889e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 212185 members 
Entering Unmasked Estep 
Score: -29019210.000000 Penalty: 6160.799316
	Iteration 14F: 3 clusters Score -2.901921e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 222376 members 
Entering Unmasked Estep 
Score: -29027614.000000 Penalty: 6160.799316
	Iteration 15Q: 3 clusters Score -2.902761e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 230245 members 
Entering Unmasked Estep 
Score: -29034310.000000 Penalty: 6160.799316
	Iteration 16Q: 3 clusters Score -2.903431e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 235954 members 
Entering Unmasked Estep 
Score: -29038594.000000 Penalty: 6160.799316
	Iteration 17Q: 3 clusters Score -2.903859e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 240025 members 
Entering Unmasked Estep 
Score: -29041922.000000 Penalty: 6160.799316
	Iteration 18Q: 3 clusters Score -2.904192e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 242722 members 
Entering Unmasked Estep 
Score: -29044114.000000 Penalty: 6160.799316
	Iteration 19Q: 3 clusters Score -2.904411e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 244322 members 
Entering Unmasked Estep 
Score: -29045494.000000 Penalty: 6160.799316
	Iteration 20F: 3 clusters Score -2.904549e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 245209 members 
Entering Unmasked Estep 
Score: -29046172.000000 Penalty: 6160.799316
	Iteration 21Q: 3 clusters Score -2.904617e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 245712 members 
Entering Unmasked Estep 
Score: -29046610.000000 Penalty: 6160.799316
	Iteration 22Q: 3 clusters Score -2.904661e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 245967 members 
Entering Unmasked Estep 
Score: -29046852.000000 Penalty: 6160.799316
	Iteration 23Q: 3 clusters Score -2.904685e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 246140 members 
Entering Unmasked Estep 
Score: -29046974.000000 Penalty: 6160.799316
	Iteration 24Q: 3 clusters Score -2.904697e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 246251 members 
Entering Unmasked Estep 
Score: -29047082.000000 Penalty: 6160.799316
	Iteration 25Q: 3 clusters Score -2.904708e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 246335 members 
Entering Unmasked Estep 
Score: -29047134.000000 Penalty: 6160.799316
	Iteration 26Q: 3 clusters Score -2.904713e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 246403 members 
Entering Unmasked Estep 
Score: -29047160.000000 Penalty: 6160.799316
	Iteration 27Q: 3 clusters Score -2.904716e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 246436 members 
Entering Unmasked Estep 
Score: -29047186.000000 Penalty: 6160.799316
	Iteration 28Q: 3 clusters Score -2.904719e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 246466 members 
Entering Unmasked Estep 
Score: -29047280.000000 Penalty: 6160.799316
	Iteration 29Q: 3 clusters Score -2.904728e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 246492 members 
Entering Unmasked Estep 
Score: -29047286.000000 Penalty: 6160.799316
	Iteration 30Q: 3 clusters Score -2.904729e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 246520 members 
Entering Unmasked Estep 
Score: -29047298.000000 Penalty: 6160.799316
	Iteration 31Q: 3 clusters Score -2.90473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 246532 members 
Entering Unmasked Estep 
Score: -29047316.000000 Penalty: 6160.799316
	Iteration 32Q: 3 clusters Score -2.904732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 246537 members 
Entering Unmasked Estep 
Score: -29047364.000000 Penalty: 6160.799316
	Iteration 33Q: 3 clusters Score -2.904736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 246545 members 
Entering Unmasked Estep 
Score: -29047352.000000 Penalty: 6160.799316
	Iteration 34Q: 3 clusters Score -2.904735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 246549 members 
Entering Unmasked Estep 
Score: -29047380.000000 Penalty: 6160.799316
	Iteration 35Q: 3 clusters Score -2.904738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 246555 members 
Entering Unmasked Estep 
Score: -29047360.000000 Penalty: 6160.799316
	Iteration 36Q: 3 clusters Score -2.904736e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 246573 members 
Entering Unmasked Estep 
Score: -29047406.000000 Penalty: 6160.799316
	Iteration 37Q: 3 clusters Score -2.904741e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 246594 members 
Entering Unmasked Estep 
Score: -29047416.000000 Penalty: 6160.799316
	Iteration 38Q: 3 clusters Score -2.904742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 246604 members 
Entering Unmasked Estep 
Score: -29047476.000000 Penalty: 6160.799316
	Iteration 39Q: 3 clusters Score -2.904748e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 246614 members 
Entering Unmasked Estep 
Score: -29047510.000000 Penalty: 6160.799316
	Iteration 40F: 3 clusters Score -2.904751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 246613 members 
Entering Unmasked Estep 
Score: -29047500.000000 Penalty: 6160.799316
	Iteration 41Q: 3 clusters Score -2.90475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 246616 members 
Entering Unmasked Estep 
Score: -29047498.000000 Penalty: 6160.799316
	Iteration 42Q: 3 clusters Score -2.90475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 246616 members 
Entering Unmasked Estep 
Score: -29047480.000000 Penalty: 6160.799316
	Iteration 43Q: 3 clusters Score -2.904748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 246617 members 
Entering Unmasked Estep 
Score: -29047508.000000 Penalty: 6160.799316
	Iteration 44Q: 3 clusters Score -2.904751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 246616 members 
Entering Unmasked Estep 
Score: -29047508.000000 Penalty: 6160.799316
	Iteration 45Q: 3 clusters Score -2.904751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 246616 members 
Entering Unmasked Estep 
Score: -29047516.000000 Penalty: 6160.799316
	Iteration 46Q: 3 clusters Score -2.904752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 246618 members 
Entering Unmasked Estep 
Score: -29047532.000000 Penalty: 6160.799316
	Iteration 47Q: 3 clusters Score -2.904753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 246621 members 
Entering Unmasked Estep 
Score: -29047520.000000 Penalty: 6160.799316
	Iteration 48Q: 3 clusters Score -2.904752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 246620 members 
Entering Unmasked Estep 
Score: -29047502.000000 Penalty: 6160.799316
	Iteration 49Q: 3 clusters Score -2.90475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 246616 members 
Entering Unmasked Estep 
Score: -29047512.000000 Penalty: 6160.799316
	Iteration 50Q: 3 clusters Score -2.904751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 246620 members 
Entering Unmasked Estep 
Score: -29047536.000000 Penalty: 6160.799316
	Iteration 51Q: 3 clusters Score -2.904754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 246624 members 
Entering Unmasked Estep 
Score: -29047524.000000 Penalty: 6160.799316
	Iteration 52Q: 3 clusters Score -2.904752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 246626 members 
Entering Unmasked Estep 
Score: -29047518.000000 Penalty: 6160.799316
	Iteration 53Q: 3 clusters Score -2.904752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 246627 members 
Entering Unmasked Estep 
Score: -29047518.000000 Penalty: 6160.799316
	Iteration 54Q: 3 clusters Score -2.904752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 246627 members 
Entering Unmasked Estep 
Score: -29047512.000000 Penalty: 6160.799316
	Iteration 55Q: 3 clusters Score -2.904751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 246627 members 
Entering Unmasked Estep 
Score: -29047512.000000 Penalty: 6160.799316
	Iteration 56F: 3 clusters Score -2.904751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Entering Unmasked Estep 
Score: -19678274.000000 Penalty: 2978.166748
	Iteration 0F: 2 clusters Score -1.967827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -19569938.000000 Penalty: 5956.333496
	Iteration 0F: 3 clusters Score -1.956994e+07 nChanged 78762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -19616978.000000 Penalty: 5956.333496
	Iteration 1F: 3 clusters Score -1.961698e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -19619564.000000 Penalty: 5956.333496
	Iteration 2Q: 3 clusters Score -1.961956e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 104256 members 
Entering Unmasked Estep 
Score: -19623940.000000 Penalty: 5956.333496
	Iteration 3F: 3 clusters Score -1.962394e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -19632050.000000 Penalty: 5956.333496
	Iteration 4F: 3 clusters Score -1.963205e+07 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -19644504.000000 Penalty: 5956.333496
	Iteration 5F: 3 clusters Score -1.96445e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -19657918.000000 Penalty: 5956.333496
	Iteration 6F: 3 clusters Score -1.965792e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -19667854.000000 Penalty: 5956.333496
	Iteration 7F: 3 clusters Score -1.966785e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 160012 members 
Entering Unmasked Estep 
Score: -19672720.000000 Penalty: 5956.333496
	Iteration 8Q: 3 clusters Score -1.967272e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 162398 members 
Entering Unmasked Estep 
Score: -19674564.000000 Penalty: 5956.333496
	Iteration 9Q: 3 clusters Score -1.967456e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 163244 members 
Entering Unmasked Estep 
Score: -19675198.000000 Penalty: 5956.333496
	Iteration 10Q: 3 clusters Score -1.96752e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 163530 members 
Entering Unmasked Estep 
Score: -19675422.000000 Penalty: 5956.333496
	Iteration 11Q: 3 clusters Score -1.967542e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -19675554.000000 Penalty: 5956.333496
	Iteration 12Q: 3 clusters Score -1.967555e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -19675602.000000 Penalty: 5956.333496
	Iteration 13Q: 3 clusters Score -1.96756e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -19675656.000000 Penalty: 5956.333496
	Iteration 14Q: 3 clusters Score -1.967566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -19675664.000000 Penalty: 5956.333496
	Iteration 15Q: 3 clusters Score -1.967566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 163736 members 
Entering Unmasked Estep 
Score: -19675680.000000 Penalty: 5956.333496
	Iteration 16Q: 3 clusters Score -1.967568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -19675718.000000 Penalty: 5956.333496
	Iteration 17Q: 3 clusters Score -1.967572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -19675736.000000 Penalty: 5956.333496
	Iteration 18Q: 3 clusters Score -1.967574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 163742 members 
Entering Unmasked Estep 
Score: -19675744.000000 Penalty: 5956.333496
	Iteration 19Q: 3 clusters Score -1.967574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 163745 members 
Entering Unmasked Estep 
Score: -19675748.000000 Penalty: 5956.333496
	Iteration 20F: 3 clusters Score -1.967575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
Score: -19675750.000000 Penalty: 5956.333496
	Iteration 21Q: 3 clusters Score -1.967575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -19675742.000000 Penalty: 5956.333496
	Iteration 22Q: 3 clusters Score -1.967574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 163755 members 
Entering Unmasked Estep 
Score: -19675744.000000 Penalty: 5956.333496
	Iteration 23Q: 3 clusters Score -1.967574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 163757 members 
Entering Unmasked Estep 
Score: -19675742.000000 Penalty: 5956.333496
	Iteration 24Q: 3 clusters Score -1.967574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -19675734.000000 Penalty: 5956.333496
	Iteration 25Q: 3 clusters Score -1.967573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 163761 members 
Entering Unmasked Estep 
Score: -19675740.000000 Penalty: 5956.333496
	Iteration 26Q: 3 clusters Score -1.967574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -19675738.000000 Penalty: 5956.333496
	Iteration 27Q: 3 clusters Score -1.967574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -19675738.000000 Penalty: 5956.333496
	Iteration 28F: 3 clusters Score -1.967574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Entering Unmasked Estep 
Score: -1826432.500000 Penalty: 2404.783936
	Iteration 0F: 2 clusters Score -1826432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1814755.125000 Penalty: 4809.567871
	Iteration 0F: 3 clusters Score -1814755 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1818540.875000 Penalty: 4809.567871
	Iteration 1F: 3 clusters Score -1818541 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1818990.250000 Penalty: 4809.567871
	Iteration 2F: 3 clusters Score -1818990 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1819456.250000 Penalty: 4809.567871
	Iteration 3F: 3 clusters Score -1819456 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1819980.625000 Penalty: 4809.567871
	Iteration 4F: 3 clusters Score -1819981 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1820608.000000 Penalty: 4809.567871
	Iteration 5F: 3 clusters Score -1820608 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1821322.125000 Penalty: 4809.567871
	Iteration 6F: 3 clusters Score -1821322 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1822038.750000 Penalty: 4809.567871
	Iteration 7F: 3 clusters Score -1822039 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1822740.625000 Penalty: 4809.567871
	Iteration 8F: 3 clusters Score -1822741 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1823383.000000 Penalty: 4809.567871
	Iteration 9F: 3 clusters Score -1823383 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1823883.750000 Penalty: 4809.567871
	Iteration 10Q: 3 clusters Score -1823884 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1824247.625000 Penalty: 4809.567871
	Iteration 11Q: 3 clusters Score -1824248 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1824444.875000 Penalty: 4809.567871
	Iteration 12Q: 3 clusters Score -1824445 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1824571.000000 Penalty: 4809.567871
	Iteration 13Q: 3 clusters Score -1824571 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1824656.250000 Penalty: 4809.567871
	Iteration 14Q: 3 clusters Score -1824656 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1824720.250000 Penalty: 4809.567871
	Iteration 15Q: 3 clusters Score -1824720 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1824759.750000 Penalty: 4809.567871
	Iteration 16Q: 3 clusters Score -1824760 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1824798.250000 Penalty: 4809.567871
	Iteration 17Q: 3 clusters Score -1824798 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1824836.250000 Penalty: 4809.567871
	Iteration 18Q: 3 clusters Score -1824836 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1824872.375000 Penalty: 4809.567871
	Iteration 19Q: 3 clusters Score -1824872 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1824925.750000 Penalty: 4809.567871
	Iteration 20F: 3 clusters Score -1824926 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1824975.750000 Penalty: 4809.567871
	Iteration 21Q: 3 clusters Score -1824976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1825016.250000 Penalty: 4809.567871
	Iteration 22Q: 3 clusters Score -1825016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1825044.500000 Penalty: 4809.567871
	Iteration 23Q: 3 clusters Score -1825044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1825066.500000 Penalty: 4809.567871
	Iteration 24Q: 3 clusters Score -1825066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1825086.875000 Penalty: 4809.567871
	Iteration 25Q: 3 clusters Score -1825087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1825099.375000 Penalty: 4809.567871
	Iteration 26Q: 3 clusters Score -1825099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1825119.500000 Penalty: 4809.567871
	Iteration 27Q: 3 clusters Score -1825120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1825135.375000 Penalty: 4809.567871
	Iteration 28Q: 3 clusters Score -1825135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1825145.500000 Penalty: 4809.567871
	Iteration 29Q: 3 clusters Score -1825146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1825146.000000 Penalty: 4809.567871
	Iteration 30Q: 3 clusters Score -1825146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1825151.625000 Penalty: 4809.567871
	Iteration 31Q: 3 clusters Score -1825152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1825155.875000 Penalty: 4809.567871
	Iteration 32Q: 3 clusters Score -1825156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1825151.500000 Penalty: 4809.567871
	Iteration 33Q: 3 clusters Score -1825152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1825154.375000 Penalty: 4809.567871
	Iteration 34Q: 3 clusters Score -1825154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1825160.250000 Penalty: 4809.567871
	Iteration 35Q: 3 clusters Score -1825160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1825162.500000 Penalty: 4809.567871
	Iteration 36Q: 3 clusters Score -1825162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1825167.625000 Penalty: 4809.567871
	Iteration 37Q: 3 clusters Score -1825168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1825162.000000 Penalty: 4809.567871
	Iteration 38Q: 3 clusters Score -1825162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1825163.000000 Penalty: 4809.567871
	Iteration 39Q: 3 clusters Score -1825163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1825163.625000 Penalty: 4809.567871
	Iteration 40F: 3 clusters Score -1825164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1825163.375000 Penalty: 4809.567871
	Iteration 41Q: 3 clusters Score -1825163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1825164.000000 Penalty: 4809.567871
	Iteration 42Q: 3 clusters Score -1825164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1825164.750000 Penalty: 4809.567871
	Iteration 43Q: 3 clusters Score -1825165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1825166.250000 Penalty: 4809.567871
	Iteration 44Q: 3 clusters Score -1825166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1825166.250000 Penalty: 4809.567871
	Iteration 45F: 3 clusters Score -1825166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Entering Unmasked Estep 
Score: -5479593.000000 Penalty: 2667.193604
	Iteration 0F: 2 clusters Score -5479593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5447919.500000 Penalty: 5334.387207
	Iteration 0F: 3 clusters Score -5447920 nChanged 21689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5460226.500000 Penalty: 5334.387207
	Iteration 1F: 3 clusters Score -5460226 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5461045.500000 Penalty: 5334.387207
	Iteration 2Q: 3 clusters Score -5461046 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5461880.500000 Penalty: 5334.387207
	Iteration 3Q: 3 clusters Score -5461880 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5462839.000000 Penalty: 5334.387207
	Iteration 4Q: 3 clusters Score -5462839 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -5464091.000000 Penalty: 5334.387207
	Iteration 5F: 3 clusters Score -5464091 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -5466001.000000 Penalty: 5334.387207
	Iteration 6F: 3 clusters Score -5466001 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5468438.000000 Penalty: 5334.387207
	Iteration 7F: 3 clusters Score -5468438 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -5471167.500000 Penalty: 5334.387207
	Iteration 8F: 3 clusters Score -5471168 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -5473488.000000 Penalty: 5334.387207
	Iteration 9F: 3 clusters Score -5473488 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -5475347.500000 Penalty: 5334.387207
	Iteration 10F: 3 clusters Score -5475348 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5476568.500000 Penalty: 5334.387207
	Iteration 11Q: 3 clusters Score -5476568 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5477333.500000 Penalty: 5334.387207
	Iteration 12Q: 3 clusters Score -5477334 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5477743.000000 Penalty: 5334.387207
	Iteration 13Q: 3 clusters Score -5477743 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5478007.000000 Penalty: 5334.387207
	Iteration 14Q: 3 clusters Score -5478007 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5478169.000000 Penalty: 5334.387207
	Iteration 15Q: 3 clusters Score -5478169 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5478225.000000 Penalty: 5334.387207
	Iteration 16Q: 3 clusters Score -5478225 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5478260.500000 Penalty: 5334.387207
	Iteration 17Q: 3 clusters Score -5478260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5478278.000000 Penalty: 5334.387207
	Iteration 18Q: 3 clusters Score -5478278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5478317.500000 Penalty: 5334.387207
	Iteration 19Q: 3 clusters Score -5478318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5478333.500000 Penalty: 5334.387207
	Iteration 20F: 3 clusters Score -5478334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5478364.000000 Penalty: 5334.387207
	Iteration 21Q: 3 clusters Score -5478364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5478373.500000 Penalty: 5334.387207
	Iteration 22Q: 3 clusters Score -5478374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5478380.000000 Penalty: 5334.387207
	Iteration 23Q: 3 clusters Score -5478380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5478387.500000 Penalty: 5334.387207
	Iteration 24Q: 3 clusters Score -5478388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5478387.500000 Penalty: 5334.387207
	Iteration 25Q: 3 clusters Score -5478388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5478376.500000 Penalty: 5334.387207
	Iteration 26Q: 3 clusters Score -5478376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5478395.000000 Penalty: 5334.387207
	Iteration 27Q: 3 clusters Score -5478395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5478397.500000 Penalty: 5334.387207
	Iteration 28Q: 3 clusters Score -5478398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5478400.500000 Penalty: 5334.387207
	Iteration 29Q: 3 clusters Score -5478400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5478400.000000 Penalty: 5334.387207
	Iteration 30Q: 3 clusters Score -5478400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5478402.500000 Penalty: 5334.387207
	Iteration 31Q: 3 clusters Score -5478402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5478406.000000 Penalty: 5334.387207
	Iteration 32Q: 3 clusters Score -5478406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5478400.000000 Penalty: 5334.387207
	Iteration 33Q: 3 clusters Score -5478400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5478399.500000 Penalty: 5334.387207
	Iteration 34Q: 3 clusters Score -5478400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5478406.000000 Penalty: 5334.387207
	Iteration 35Q: 3 clusters Score -5478406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5478407.000000 Penalty: 5334.387207
	Iteration 36Q: 3 clusters Score -5478407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5478404.500000 Penalty: 5334.387207
	Iteration 37Q: 3 clusters Score -5478404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5478405.000000 Penalty: 5334.387207
	Iteration 38Q: 3 clusters Score -5478405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5478399.500000 Penalty: 5334.387207
	Iteration 39Q: 3 clusters Score -5478400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5478406.000000 Penalty: 5334.387207
	Iteration 40F: 3 clusters Score -5478406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5478408.500000 Penalty: 5334.387207
	Iteration 41Q: 3 clusters Score -5478408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5478408.500000 Penalty: 5334.387207
	Iteration 42F: 3 clusters Score -5478408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Entering Unmasked Estep 
Score: -4595570.000000 Penalty: 2616.104736
	Iteration 0F: 2 clusters Score -4595570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4569718.500000 Penalty: 5232.209473
	Iteration 0F: 3 clusters Score -4569718 nChanged 17451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4579348.500000 Penalty: 5232.209473
	Iteration 1F: 3 clusters Score -4579348 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4579807.000000 Penalty: 5232.209473
	Iteration 2Q: 3 clusters Score -4579807 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4580230.500000 Penalty: 5232.209473
	Iteration 3Q: 3 clusters Score -4580230 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4580698.500000 Penalty: 5232.209473
	Iteration 4Q: 3 clusters Score -4580698 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4581243.500000 Penalty: 5232.209473
	Iteration 5Q: 3 clusters Score -4581244 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4582087.500000 Penalty: 5232.209473
	Iteration 6Q: 3 clusters Score -4582088 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4583360.500000 Penalty: 5232.209473
	Iteration 7F: 3 clusters Score -4583360 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4585170.500000 Penalty: 5232.209473
	Iteration 8F: 3 clusters Score -4585170 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4587299.500000 Penalty: 5232.209473
	Iteration 9F: 3 clusters Score -4587300 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4589308.000000 Penalty: 5232.209473
	Iteration 10F: 3 clusters Score -4589308 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4590924.000000 Penalty: 5232.209473
	Iteration 11Q: 3 clusters Score -4590924 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4591962.000000 Penalty: 5232.209473
	Iteration 12Q: 3 clusters Score -4591962 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4592568.500000 Penalty: 5232.209473
	Iteration 13Q: 3 clusters Score -4592568 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4592867.500000 Penalty: 5232.209473
	Iteration 14Q: 3 clusters Score -4592868 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4593043.500000 Penalty: 5232.209473
	Iteration 15Q: 3 clusters Score -4593044 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4593144.500000 Penalty: 5232.209473
	Iteration 16Q: 3 clusters Score -4593144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4593216.000000 Penalty: 5232.209473
	Iteration 17Q: 3 clusters Score -4593216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4593257.000000 Penalty: 5232.209473
	Iteration 18Q: 3 clusters Score -4593257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4593282.500000 Penalty: 5232.209473
	Iteration 19Q: 3 clusters Score -4593282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4593304.500000 Penalty: 5232.209473
	Iteration 20F: 3 clusters Score -4593304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4593320.000000 Penalty: 5232.209473
	Iteration 21Q: 3 clusters Score -4593320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4593344.500000 Penalty: 5232.209473
	Iteration 22Q: 3 clusters Score -4593344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4593360.500000 Penalty: 5232.209473
	Iteration 23Q: 3 clusters Score -4593360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4593383.000000 Penalty: 5232.209473
	Iteration 24Q: 3 clusters Score -4593383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4593394.000000 Penalty: 5232.209473
	Iteration 25Q: 3 clusters Score -4593394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4593395.500000 Penalty: 5232.209473
	Iteration 26Q: 3 clusters Score -4593396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4593408.000000 Penalty: 5232.209473
	Iteration 27Q: 3 clusters Score -4593408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4593403.000000 Penalty: 5232.209473
	Iteration 28Q: 3 clusters Score -4593403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4593410.000000 Penalty: 5232.209473
	Iteration 29Q: 3 clusters Score -4593410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4593416.500000 Penalty: 5232.209473
	Iteration 30Q: 3 clusters Score -4593416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4593416.500000 Penalty: 5232.209473
	Iteration 31Q: 3 clusters Score -4593416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4593415.500000 Penalty: 5232.209473
	Iteration 32Q: 3 clusters Score -4593416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4593419.500000 Penalty: 5232.209473
	Iteration 33Q: 3 clusters Score -4593420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4593417.500000 Penalty: 5232.209473
	Iteration 34Q: 3 clusters Score -4593418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4593419.000000 Penalty: 5232.209473
	Iteration 35Q: 3 clusters Score -4593419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4593419.000000 Penalty: 5232.209473
	Iteration 36F: 3 clusters Score -4593419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -571712.562500 Penalty: 2106.036133
	Iteration 0F: 2 clusters Score -571712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -567296.437500 Penalty: 4212.072266
	Iteration 0F: 3 clusters Score -567296.4 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -568351.750000 Penalty: 4212.072266
	Iteration 1F: 3 clusters Score -568351.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -568548.687500 Penalty: 4212.072266
	Iteration 2F: 3 clusters Score -568548.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -568679.500000 Penalty: 4212.072266
	Iteration 3Q: 3 clusters Score -568679.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -568771.687500 Penalty: 4212.072266
	Iteration 4Q: 3 clusters Score -568771.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -568856.375000 Penalty: 4212.072266
	Iteration 5Q: 3 clusters Score -568856.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -568923.375000 Penalty: 4212.072266
	Iteration 6Q: 3 clusters Score -568923.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -568976.062500 Penalty: 4212.072266
	Iteration 7Q: 3 clusters Score -568976.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -569010.812500 Penalty: 4212.072266
	Iteration 8Q: 3 clusters Score -569010.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -569042.812500 Penalty: 4212.072266
	Iteration 9Q: 3 clusters Score -569042.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -569076.625000 Penalty: 4212.072266
	Iteration 10Q: 3 clusters Score -569076.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -569095.562500 Penalty: 4212.072266
	Iteration 11Q: 3 clusters Score -569095.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -569115.125000 Penalty: 4212.072266
	Iteration 12Q: 3 clusters Score -569115.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -569133.000000 Penalty: 4212.072266
	Iteration 13Q: 3 clusters Score -569133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -569152.687500 Penalty: 4212.072266
	Iteration 14Q: 3 clusters Score -569152.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -569179.375000 Penalty: 4212.072266
	Iteration 15Q: 3 clusters Score -569179.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -569207.625000 Penalty: 4212.072266
	Iteration 16Q: 3 clusters Score -569207.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -569235.625000 Penalty: 4212.072266
	Iteration 17Q: 3 clusters Score -569235.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -569261.625000 Penalty: 4212.072266
	Iteration 18Q: 3 clusters Score -569261.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -569283.375000 Penalty: 4212.072266
	Iteration 19Q: 3 clusters Score -569283.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -569315.875000 Penalty: 4212.072266
	Iteration 20F: 3 clusters Score -569315.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -569350.000000 Penalty: 4212.072266
	Iteration 21Q: 3 clusters Score -569350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -569389.812500 Penalty: 4212.072266
	Iteration 22Q: 3 clusters Score -569389.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -569419.687500 Penalty: 4212.072266
	Iteration 23Q: 3 clusters Score -569419.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -569452.125000 Penalty: 4212.072266
	Iteration 24Q: 3 clusters Score -569452.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -569476.687500 Penalty: 4212.072266
	Iteration 25Q: 3 clusters Score -569476.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -569500.562500 Penalty: 4212.072266
	Iteration 26Q: 3 clusters Score -569500.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -569521.375000 Penalty: 4212.072266
	Iteration 27Q: 3 clusters Score -569521.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -569537.562500 Penalty: 4212.072266
	Iteration 28Q: 3 clusters Score -569537.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -569558.000000 Penalty: 4212.072266
	Iteration 29Q: 3 clusters Score -569558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -569577.187500 Penalty: 4212.072266
	Iteration 30Q: 3 clusters Score -569577.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -569593.812500 Penalty: 4212.072266
	Iteration 31Q: 3 clusters Score -569593.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -569612.062500 Penalty: 4212.072266
	Iteration 32Q: 3 clusters Score -569612.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -569629.125000 Penalty: 4212.072266
	Iteration 33Q: 3 clusters Score -569629.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -569653.000000 Penalty: 4212.072266
	Iteration 34Q: 3 clusters Score -569653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -569676.187500 Penalty: 4212.072266
	Iteration 35Q: 3 clusters Score -569676.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -569693.187500 Penalty: 4212.072266
	Iteration 36Q: 3 clusters Score -569693.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -569705.500000 Penalty: 4212.072266
	Iteration 37Q: 3 clusters Score -569705.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -569719.875000 Penalty: 4212.072266
	Iteration 38Q: 3 clusters Score -569719.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -569728.937500 Penalty: 4212.072266
	Iteration 39Q: 3 clusters Score -569728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -569735.750000 Penalty: 4212.072266
	Iteration 40F: 3 clusters Score -569735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -569743.250000 Penalty: 4212.072266
	Iteration 41Q: 3 clusters Score -569743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -569749.500000 Penalty: 4212.072266
	Iteration 42Q: 3 clusters Score -569749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -569751.562500 Penalty: 4212.072266
	Iteration 43Q: 3 clusters Score -569751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -569755.812500 Penalty: 4212.072266
	Iteration 44Q: 3 clusters Score -569755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -569763.750000 Penalty: 4212.072266
	Iteration 45Q: 3 clusters Score -569763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -569771.937500 Penalty: 4212.072266
	Iteration 46Q: 3 clusters Score -569771.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -569783.187500 Penalty: 4212.072266
	Iteration 47Q: 3 clusters Score -569783.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -569794.625000 Penalty: 4212.072266
	Iteration 48Q: 3 clusters Score -569794.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -569804.375000 Penalty: 4212.072266
	Iteration 49Q: 3 clusters Score -569804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -569813.625000 Penalty: 4212.072266
	Iteration 50Q: 3 clusters Score -569813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -569821.937500 Penalty: 4212.072266
	Iteration 51Q: 3 clusters Score -569821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -569828.125000 Penalty: 4212.072266
	Iteration 52Q: 3 clusters Score -569828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -569835.187500 Penalty: 4212.072266
	Iteration 53Q: 3 clusters Score -569835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -569837.062500 Penalty: 4212.072266
	Iteration 54Q: 3 clusters Score -569837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -569840.812500 Penalty: 4212.072266
	Iteration 55Q: 3 clusters Score -569840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -569846.187500 Penalty: 4212.072266
	Iteration 56Q: 3 clusters Score -569846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -569848.437500 Penalty: 4212.072266
	Iteration 57Q: 3 clusters Score -569848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -569848.125000 Penalty: 4212.072266
	Iteration 58Q: 3 clusters Score -569848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -569848.125000 Penalty: 4212.072266
	Iteration 59F: 3 clusters Score -569848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38741.738281 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38741.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37324.656250 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37324.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37464.261719 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37464.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37507.382812 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37507.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37522.710938 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37522.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37529.699219 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37556.492188 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37556.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37641.765625 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -37641.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37655.351562 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -37655.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37674.968750 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -37674.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37683.148438 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -37683.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37698.574219 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -37698.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37700.847656 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -37700.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37700.847656 Penalty: 2948.928711
	Iteration 12F: 3 clusters Score -37700.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Entering Unmasked Estep 
Score: -18776622.000000 Penalty: 2967.635498
	Iteration 0F: 2 clusters Score -1.877662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -18672116.000000 Penalty: 5935.270996
	Iteration 0F: 3 clusters Score -1.867212e+07 nChanged 75393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -18715424.000000 Penalty: 5935.270996
	Iteration 1F: 3 clusters Score -1.871542e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -18716312.000000 Penalty: 5935.270996
	Iteration 2Q: 3 clusters Score -1.871631e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -18717164.000000 Penalty: 5935.270996
	Iteration 3Q: 3 clusters Score -1.871716e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -18718202.000000 Penalty: 5935.270996
	Iteration 4Q: 3 clusters Score -1.87182e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -18719548.000000 Penalty: 5935.270996
	Iteration 5Q: 3 clusters Score -1.871955e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -18721590.000000 Penalty: 5935.270996
	Iteration 6Q: 3 clusters Score -1.872159e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -18724646.000000 Penalty: 5935.270996
	Iteration 7Q: 3 clusters Score -1.872465e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -18729530.000000 Penalty: 5935.270996
	Iteration 8F: 3 clusters Score -1.872953e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111059 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -18737018.000000 Penalty: 5935.270996
	Iteration 9F: 3 clusters Score -1.873702e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121788 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -18746246.000000 Penalty: 5935.270996
	Iteration 10F: 3 clusters Score -1.874625e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132217 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -18755602.000000 Penalty: 5935.270996
	Iteration 11F: 3 clusters Score -1.87556e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140724 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -18762870.000000 Penalty: 5935.270996
	Iteration 12F: 3 clusters Score -1.876287e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -18767742.000000 Penalty: 5935.270996
	Iteration 13Q: 3 clusters Score -1.876774e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150595 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -18770640.000000 Penalty: 5935.270996
	Iteration 14Q: 3 clusters Score -1.877064e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152927 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -18772124.000000 Penalty: 5935.270996
	Iteration 15Q: 3 clusters Score -1.877212e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154310 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -18773012.000000 Penalty: 5935.270996
	Iteration 16Q: 3 clusters Score -1.877301e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -18773446.000000 Penalty: 5935.270996
	Iteration 17Q: 3 clusters Score -1.877345e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18773760.000000 Penalty: 5935.270996
	Iteration 18Q: 3 clusters Score -1.877376e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155835 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18773930.000000 Penalty: 5935.270996
	Iteration 19Q: 3 clusters Score -1.877393e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156004 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -18774024.000000 Penalty: 5935.270996
	Iteration 20F: 3 clusters Score -1.877402e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156107 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18774124.000000 Penalty: 5935.270996
	Iteration 21Q: 3 clusters Score -1.877412e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156201 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -18774180.000000 Penalty: 5935.270996
	Iteration 22Q: 3 clusters Score -1.877418e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -18774228.000000 Penalty: 5935.270996
	Iteration 23Q: 3 clusters Score -1.877423e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18774226.000000 Penalty: 5935.270996
	Iteration 24Q: 3 clusters Score -1.877423e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18774244.000000 Penalty: 5935.270996
	Iteration 25Q: 3 clusters Score -1.877424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18774252.000000 Penalty: 5935.270996
	Iteration 26Q: 3 clusters Score -1.877425e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -18774262.000000 Penalty: 5935.270996
	Iteration 27Q: 3 clusters Score -1.877426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -18774288.000000 Penalty: 5935.270996
	Iteration 28Q: 3 clusters Score -1.877429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -18774306.000000 Penalty: 5935.270996
	Iteration 29Q: 3 clusters Score -1.877431e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -18774332.000000 Penalty: 5935.270996
	Iteration 30Q: 3 clusters Score -1.877433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -18774332.000000 Penalty: 5935.270996
	Iteration 31Q: 3 clusters Score -1.877433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156394 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -18774344.000000 Penalty: 5935.270996
	Iteration 32Q: 3 clusters Score -1.877434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -18774366.000000 Penalty: 5935.270996
	Iteration 33Q: 3 clusters Score -1.877437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18774370.000000 Penalty: 5935.270996
	Iteration 34Q: 3 clusters Score -1.877437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -18774352.000000 Penalty: 5935.270996
	Iteration 35Q: 3 clusters Score -1.877435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18774374.000000 Penalty: 5935.270996
	Iteration 36Q: 3 clusters Score -1.877437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18774362.000000 Penalty: 5935.270996
	Iteration 37Q: 3 clusters Score -1.877436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18774366.000000 Penalty: 5935.270996
	Iteration 38Q: 3 clusters Score -1.877437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -18774368.000000 Penalty: 5935.270996
	Iteration 39Q: 3 clusters Score -1.877437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156423 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -18774364.000000 Penalty: 5935.270996
	Iteration 40F: 3 clusters Score -1.877436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156423 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -18774368.000000 Penalty: 5935.270996
	Iteration 41Q: 3 clusters Score -1.877437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156423 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -18774366.000000 Penalty: 5935.270996
	Iteration 42Q: 3 clusters Score -1.877437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156426 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18774360.000000 Penalty: 5935.270996
	Iteration 43Q: 3 clusters Score -1.877436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156425 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -18774350.000000 Penalty: 5935.270996
	Iteration 44Q: 3 clusters Score -1.877435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156425 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -18774356.000000 Penalty: 5935.270996
	Iteration 45Q: 3 clusters Score -1.877436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156425 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -18774364.000000 Penalty: 5935.270996
	Iteration 46Q: 3 clusters Score -1.877436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156425 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -18774354.000000 Penalty: 5935.270996
	Iteration 47Q: 3 clusters Score -1.877435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156426 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18774358.000000 Penalty: 5935.270996
	Iteration 48Q: 3 clusters Score -1.877436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156426 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18774358.000000 Penalty: 5935.270996
	Iteration 49F: 3 clusters Score -1.877436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1162618.250000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1162618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1154827.500000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1154828 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1157072.125000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1157072 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1157446.000000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1157446 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1157742.750000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1157743 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1157948.875000 Penalty: 4583.567383
	Iteration 4Q: 3 clusters Score -1157949 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1158084.500000 Penalty: 4583.567383
	Iteration 5Q: 3 clusters Score -1158084 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1158216.125000 Penalty: 4583.567383
	Iteration 6Q: 3 clusters Score -1158216 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1158354.250000 Penalty: 4583.567383
	Iteration 7Q: 3 clusters Score -1158354 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1158479.250000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1158479 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1158622.125000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1158622 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1158781.500000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1158782 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1158957.875000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1158958 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1159176.625000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1159177 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1159408.125000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1159408 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1159620.875000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1159621 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1159814.500000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1159814 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1159993.375000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1159993 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1160134.500000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1160134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1160211.250000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1160211 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1160260.500000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1160260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1160306.375000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1160306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1160363.250000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1160363 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1160412.125000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1160412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1160447.375000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1160447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1160473.875000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1160474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1160494.250000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1160494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1160502.500000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1160502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1160513.125000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1160513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1160520.250000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1160520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1160524.750000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1160525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1160532.125000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1160532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1160542.625000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1160543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1160546.375000 Penalty: 4583.567383
	Iteration 32Q: 3 clusters Score -1160546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1160550.625000 Penalty: 4583.567383
	Iteration 33Q: 3 clusters Score -1160551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1160552.875000 Penalty: 4583.567383
	Iteration 34Q: 3 clusters Score -1160553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1160555.000000 Penalty: 4583.567383
	Iteration 35Q: 3 clusters Score -1160555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1160560.000000 Penalty: 4583.567383
	Iteration 36Q: 3 clusters Score -1160560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1160560.875000 Penalty: 4583.567383
	Iteration 37Q: 3 clusters Score -1160561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1160561.625000 Penalty: 4583.567383
	Iteration 38Q: 3 clusters Score -1160562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1160561.625000 Penalty: 4583.567383
	Iteration 39F: 3 clusters Score -1160562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (93244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Entering Unmasked Estep 
Score: -11098214.000000 Penalty: 2837.857910
	Iteration 0F: 2 clusters Score -1.109821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -11035863.000000 Penalty: 5675.715820
	Iteration 0F: 3 clusters Score -1.103586e+07 nChanged 44042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -11060839.000000 Penalty: 5675.715820
	Iteration 1F: 3 clusters Score -1.106084e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -11061695.000000 Penalty: 5675.715820
	Iteration 2Q: 3 clusters Score -1.10617e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -11062814.000000 Penalty: 5675.715820
	Iteration 3Q: 3 clusters Score -1.106281e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -11064060.000000 Penalty: 5675.715820
	Iteration 4Q: 3 clusters Score -1.106406e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -11065832.000000 Penalty: 5675.715820
	Iteration 5Q: 3 clusters Score -1.106583e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -11068214.000000 Penalty: 5675.715820
	Iteration 6F: 3 clusters Score -1.106821e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -11071528.000000 Penalty: 5675.715820
	Iteration 7F: 3 clusters Score -1.107153e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -11075549.000000 Penalty: 5675.715820
	Iteration 8F: 3 clusters Score -1.107555e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -11079811.000000 Penalty: 5675.715820
	Iteration 9F: 3 clusters Score -1.107981e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -11083828.000000 Penalty: 5675.715820
	Iteration 10F: 3 clusters Score -1.108383e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -11086920.000000 Penalty: 5675.715820
	Iteration 11Q: 3 clusters Score -1.108692e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -11089031.000000 Penalty: 5675.715820
	Iteration 12Q: 3 clusters Score -1.108903e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -11090452.000000 Penalty: 5675.715820
	Iteration 13Q: 3 clusters Score -1.109045e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -11091624.000000 Penalty: 5675.715820
	Iteration 14Q: 3 clusters Score -1.109162e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -11092596.000000 Penalty: 5675.715820
	Iteration 15Q: 3 clusters Score -1.10926e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -11093235.000000 Penalty: 5675.715820
	Iteration 16Q: 3 clusters Score -1.109324e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -11093828.000000 Penalty: 5675.715820
	Iteration 17Q: 3 clusters Score -1.109383e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -11094260.000000 Penalty: 5675.715820
	Iteration 18Q: 3 clusters Score -1.109426e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -11094571.000000 Penalty: 5675.715820
	Iteration 19Q: 3 clusters Score -1.109457e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -11094848.000000 Penalty: 5675.715820
	Iteration 20F: 3 clusters Score -1.109485e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -11095099.000000 Penalty: 5675.715820
	Iteration 21Q: 3 clusters Score -1.10951e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -11095250.000000 Penalty: 5675.715820
	Iteration 22Q: 3 clusters Score -1.109525e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -11095415.000000 Penalty: 5675.715820
	Iteration 23Q: 3 clusters Score -1.109542e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -11095556.000000 Penalty: 5675.715820
	Iteration 24Q: 3 clusters Score -1.109556e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -11095633.000000 Penalty: 5675.715820
	Iteration 25Q: 3 clusters Score -1.109563e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -11095720.000000 Penalty: 5675.715820
	Iteration 26Q: 3 clusters Score -1.109572e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -11095764.000000 Penalty: 5675.715820
	Iteration 27Q: 3 clusters Score -1.109576e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -11095765.000000 Penalty: 5675.715820
	Iteration 28Q: 3 clusters Score -1.109576e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -11095819.000000 Penalty: 5675.715820
	Iteration 29Q: 3 clusters Score -1.109582e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -11095853.000000 Penalty: 5675.715820
	Iteration 30Q: 3 clusters Score -1.109585e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -11095882.000000 Penalty: 5675.715820
	Iteration 31Q: 3 clusters Score -1.109588e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -11095911.000000 Penalty: 5675.715820
	Iteration 32Q: 3 clusters Score -1.109591e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -11095926.000000 Penalty: 5675.715820
	Iteration 33Q: 3 clusters Score -1.109593e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -11095984.000000 Penalty: 5675.715820
	Iteration 34Q: 3 clusters Score -1.109598e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -11096006.000000 Penalty: 5675.715820
	Iteration 35Q: 3 clusters Score -1.109601e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -11096026.000000 Penalty: 5675.715820
	Iteration 36Q: 3 clusters Score -1.109603e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -11096021.000000 Penalty: 5675.715820
	Iteration 37Q: 3 clusters Score -1.109602e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -11096049.000000 Penalty: 5675.715820
	Iteration 38Q: 3 clusters Score -1.109605e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -11096033.000000 Penalty: 5675.715820
	Iteration 39Q: 3 clusters Score -1.109603e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -11096032.000000 Penalty: 5675.715820
	Iteration 40F: 3 clusters Score -1.109603e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -11096032.000000 Penalty: 5675.715820
	Iteration 41Q: 3 clusters Score -1.109603e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -11096038.000000 Penalty: 5675.715820
	Iteration 42Q: 3 clusters Score -1.109604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -11096053.000000 Penalty: 5675.715820
	Iteration 43Q: 3 clusters Score -1.109605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -11096048.000000 Penalty: 5675.715820
	Iteration 44Q: 3 clusters Score -1.109605e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -11096047.000000 Penalty: 5675.715820
	Iteration 45Q: 3 clusters Score -1.109605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -11096046.000000 Penalty: 5675.715820
	Iteration 46Q: 3 clusters Score -1.109605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -11096059.000000 Penalty: 5675.715820
	Iteration 47Q: 3 clusters Score -1.109606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -11096062.000000 Penalty: 5675.715820
	Iteration 48Q: 3 clusters Score -1.109606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -11096065.000000 Penalty: 5675.715820
	Iteration 49Q: 3 clusters Score -1.109606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -11096068.000000 Penalty: 5675.715820
	Iteration 50Q: 3 clusters Score -1.109607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -11096082.000000 Penalty: 5675.715820
	Iteration 51Q: 3 clusters Score -1.109608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -11096067.000000 Penalty: 5675.715820
	Iteration 52Q: 3 clusters Score -1.109607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -11096090.000000 Penalty: 5675.715820
	Iteration 53Q: 3 clusters Score -1.109609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -11096098.000000 Penalty: 5675.715820
	Iteration 54Q: 3 clusters Score -1.10961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -11096098.000000 Penalty: 5675.715820
	Iteration 55Q: 3 clusters Score -1.10961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -11096095.000000 Penalty: 5675.715820
	Iteration 56Q: 3 clusters Score -1.10961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -11096087.000000 Penalty: 5675.715820
	Iteration 57Q: 3 clusters Score -1.109609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -11096087.000000 Penalty: 5675.715820
	Iteration 58Q: 3 clusters Score -1.109609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -11096082.000000 Penalty: 5675.715820
	Iteration 59Q: 3 clusters Score -1.109608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -11096091.000000 Penalty: 5675.715820
	Iteration 60F: 3 clusters Score -1.109609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -11096106.000000 Penalty: 5675.715820
	Iteration 61Q: 3 clusters Score -1.109611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -11096101.000000 Penalty: 5675.715820
	Iteration 62Q: 3 clusters Score -1.10961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -11096096.000000 Penalty: 5675.715820
	Iteration 63Q: 3 clusters Score -1.10961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -11096099.000000 Penalty: 5675.715820
	Iteration 64Q: 3 clusters Score -1.10961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11096092.000000 Penalty: 5675.715820
	Iteration 65Q: 3 clusters Score -1.109609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -11096086.000000 Penalty: 5675.715820
	Iteration 66Q: 3 clusters Score -1.109609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -11096084.000000 Penalty: 5675.715820
	Iteration 67Q: 3 clusters Score -1.109608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -11096096.000000 Penalty: 5675.715820
	Iteration 68Q: 3 clusters Score -1.10961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -11096104.000000 Penalty: 5675.715820
	Iteration 69Q: 3 clusters Score -1.10961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -11096117.000000 Penalty: 5675.715820
	Iteration 70Q: 3 clusters Score -1.109612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 89850 members 
Entering Unmasked Estep 
Score: -11096103.000000 Penalty: 5675.715820
	Iteration 71Q: 3 clusters Score -1.10961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -11096099.000000 Penalty: 5675.715820
	Iteration 72Q: 3 clusters Score -1.10961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -11096106.000000 Penalty: 5675.715820
	Iteration 73Q: 3 clusters Score -1.109611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -11096100.000000 Penalty: 5675.715820
	Iteration 74Q: 3 clusters Score -1.10961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -11096096.000000 Penalty: 5675.715820
	Iteration 75Q: 3 clusters Score -1.10961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -11096100.000000 Penalty: 5675.715820
	Iteration 76Q: 3 clusters Score -1.10961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -11096103.000000 Penalty: 5675.715820
	Iteration 77Q: 3 clusters Score -1.10961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -11096105.000000 Penalty: 5675.715820
	Iteration 78Q: 3 clusters Score -1.10961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -11096108.000000 Penalty: 5675.715820
	Iteration 79Q: 3 clusters Score -1.109611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -11096113.000000 Penalty: 5675.715820
	Iteration 80F: 3 clusters Score -1.109611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -11096110.000000 Penalty: 5675.715820
	Iteration 81Q: 3 clusters Score -1.109611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -11096105.000000 Penalty: 5675.715820
	Iteration 82Q: 3 clusters Score -1.10961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -11096093.000000 Penalty: 5675.715820
	Iteration 83Q: 3 clusters Score -1.109609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -11096096.000000 Penalty: 5675.715820
	Iteration 84Q: 3 clusters Score -1.10961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -11096101.000000 Penalty: 5675.715820
	Iteration 85Q: 3 clusters Score -1.10961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -11096104.000000 Penalty: 5675.715820
	Iteration 86Q: 3 clusters Score -1.10961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -11096107.000000 Penalty: 5675.715820
	Iteration 87Q: 3 clusters Score -1.109611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -11096107.000000 Penalty: 5675.715820
	Iteration 88F: 3 clusters Score -1.109611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Entering Unmasked Estep 
Score: -1698837.000000 Penalty: 2374.285645
	Iteration 0F: 2 clusters Score -1698837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1688388.875000 Penalty: 4748.571289
	Iteration 0F: 3 clusters Score -1688389 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1691656.125000 Penalty: 4748.571289
	Iteration 1F: 3 clusters Score -1691656 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1691993.750000 Penalty: 4748.571289
	Iteration 2F: 3 clusters Score -1691994 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1692256.250000 Penalty: 4748.571289
	Iteration 3Q: 3 clusters Score -1692256 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1692452.750000 Penalty: 4748.571289
	Iteration 4Q: 3 clusters Score -1692453 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1692634.125000 Penalty: 4748.571289
	Iteration 5Q: 3 clusters Score -1692634 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1692829.000000 Penalty: 4748.571289
	Iteration 6Q: 3 clusters Score -1692829 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1693006.875000 Penalty: 4748.571289
	Iteration 7Q: 3 clusters Score -1693007 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1693262.500000 Penalty: 4748.571289
	Iteration 8Q: 3 clusters Score -1693262 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1693617.500000 Penalty: 4748.571289
	Iteration 9Q: 3 clusters Score -1693618 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1694107.250000 Penalty: 4748.571289
	Iteration 10F: 3 clusters Score -1694107 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1694728.625000 Penalty: 4748.571289
	Iteration 11F: 3 clusters Score -1694729 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1695339.125000 Penalty: 4748.571289
	Iteration 12F: 3 clusters Score -1695339 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1695862.625000 Penalty: 4748.571289
	Iteration 13Q: 3 clusters Score -1695863 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1696254.500000 Penalty: 4748.571289
	Iteration 14Q: 3 clusters Score -1696254 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1696534.875000 Penalty: 4748.571289
	Iteration 15Q: 3 clusters Score -1696535 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1696727.500000 Penalty: 4748.571289
	Iteration 16Q: 3 clusters Score -1696728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1696855.875000 Penalty: 4748.571289
	Iteration 17Q: 3 clusters Score -1696856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1696952.625000 Penalty: 4748.571289
	Iteration 18Q: 3 clusters Score -1696953 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1697015.625000 Penalty: 4748.571289
	Iteration 19Q: 3 clusters Score -1697016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1697056.500000 Penalty: 4748.571289
	Iteration 20F: 3 clusters Score -1697056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1697081.875000 Penalty: 4748.571289
	Iteration 21Q: 3 clusters Score -1697082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1697107.250000 Penalty: 4748.571289
	Iteration 22Q: 3 clusters Score -1697107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1697130.875000 Penalty: 4748.571289
	Iteration 23Q: 3 clusters Score -1697131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1697143.250000 Penalty: 4748.571289
	Iteration 24Q: 3 clusters Score -1697143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1697154.625000 Penalty: 4748.571289
	Iteration 25Q: 3 clusters Score -1697155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1697166.875000 Penalty: 4748.571289
	Iteration 26Q: 3 clusters Score -1697167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1697185.375000 Penalty: 4748.571289
	Iteration 27Q: 3 clusters Score -1697185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1697205.625000 Penalty: 4748.571289
	Iteration 28Q: 3 clusters Score -1697206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1697222.000000 Penalty: 4748.571289
	Iteration 29Q: 3 clusters Score -1697222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1697229.875000 Penalty: 4748.571289
	Iteration 30Q: 3 clusters Score -1697230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1697231.125000 Penalty: 4748.571289
	Iteration 31Q: 3 clusters Score -1697231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1697232.875000 Penalty: 4748.571289
	Iteration 32Q: 3 clusters Score -1697233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1697233.250000 Penalty: 4748.571289
	Iteration 33Q: 3 clusters Score -1697233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1697236.625000 Penalty: 4748.571289
	Iteration 34Q: 3 clusters Score -1697237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1697238.125000 Penalty: 4748.571289
	Iteration 35Q: 3 clusters Score -1697238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1697251.125000 Penalty: 4748.571289
	Iteration 36Q: 3 clusters Score -1697251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1697250.500000 Penalty: 4748.571289
	Iteration 37Q: 3 clusters Score -1697250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1697252.250000 Penalty: 4748.571289
	Iteration 38Q: 3 clusters Score -1697252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1697260.375000 Penalty: 4748.571289
	Iteration 39Q: 3 clusters Score -1697260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1697262.375000 Penalty: 4748.571289
	Iteration 40F: 3 clusters Score -1697262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1697271.625000 Penalty: 4748.571289
	Iteration 41Q: 3 clusters Score -1697272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1697278.750000 Penalty: 4748.571289
	Iteration 42Q: 3 clusters Score -1697279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1697291.125000 Penalty: 4748.571289
	Iteration 43Q: 3 clusters Score -1697291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1697294.625000 Penalty: 4748.571289
	Iteration 44Q: 3 clusters Score -1697295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1697304.125000 Penalty: 4748.571289
	Iteration 45Q: 3 clusters Score -1697304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1697302.625000 Penalty: 4748.571289
	Iteration 46Q: 3 clusters Score -1697303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1697304.000000 Penalty: 4748.571289
	Iteration 47Q: 3 clusters Score -1697304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1697306.250000 Penalty: 4748.571289
	Iteration 48Q: 3 clusters Score -1697306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1697307.375000 Penalty: 4748.571289
	Iteration 49Q: 3 clusters Score -1697307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1697311.750000 Penalty: 4748.571289
	Iteration 50Q: 3 clusters Score -1697312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1697311.375000 Penalty: 4748.571289
	Iteration 51Q: 3 clusters Score -1697311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1697318.250000 Penalty: 4748.571289
	Iteration 52Q: 3 clusters Score -1697318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1697321.000000 Penalty: 4748.571289
	Iteration 53Q: 3 clusters Score -1697321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1697321.000000 Penalty: 4748.571289
	Iteration 54Q: 3 clusters Score -1697321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1697324.125000 Penalty: 4748.571289
	Iteration 55Q: 3 clusters Score -1697324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1697325.000000 Penalty: 4748.571289
	Iteration 56Q: 3 clusters Score -1697325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1697326.250000 Penalty: 4748.571289
	Iteration 57Q: 3 clusters Score -1697326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1697326.625000 Penalty: 4748.571289
	Iteration 58Q: 3 clusters Score -1697327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1697327.125000 Penalty: 4748.571289
	Iteration 59Q: 3 clusters Score -1697327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1697326.750000 Penalty: 4748.571289
	Iteration 60F: 3 clusters Score -1697327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1697328.125000 Penalty: 4748.571289
	Iteration 61Q: 3 clusters Score -1697328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1697328.125000 Penalty: 4748.571289
	Iteration 62F: 3 clusters Score -1697328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Entering Unmasked Estep 
Score: -10725384.000000 Penalty: 2823.358887
	Iteration 0F: 2 clusters Score -1.072538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -10666422.000000 Penalty: 5646.717773
	Iteration 0F: 3 clusters Score -1.066642e+07 nChanged 41467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -10690080.000000 Penalty: 5646.717773
	Iteration 1F: 3 clusters Score -1.069008e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -10690760.000000 Penalty: 5646.717773
	Iteration 2Q: 3 clusters Score -1.069076e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -10691671.000000 Penalty: 5646.717773
	Iteration 3Q: 3 clusters Score -1.069167e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -10692823.000000 Penalty: 5646.717773
	Iteration 4Q: 3 clusters Score -1.069282e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -10694611.000000 Penalty: 5646.717773
	Iteration 5Q: 3 clusters Score -1.069461e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -10697451.000000 Penalty: 5646.717773
	Iteration 6F: 3 clusters Score -1.069745e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -10701903.000000 Penalty: 5646.717773
	Iteration 7F: 3 clusters Score -1.07019e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -10708049.000000 Penalty: 5646.717773
	Iteration 8F: 3 clusters Score -1.070805e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -10714359.000000 Penalty: 5646.717773
	Iteration 9F: 3 clusters Score -1.071436e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -10718998.000000 Penalty: 5646.717773
	Iteration 10F: 3 clusters Score -1.0719e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -10721441.000000 Penalty: 5646.717773
	Iteration 11Q: 3 clusters Score -1.072144e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -10722409.000000 Penalty: 5646.717773
	Iteration 12Q: 3 clusters Score -1.072241e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10722869.000000 Penalty: 5646.717773
	Iteration 13Q: 3 clusters Score -1.072287e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10723082.000000 Penalty: 5646.717773
	Iteration 14Q: 3 clusters Score -1.072308e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10723196.000000 Penalty: 5646.717773
	Iteration 15Q: 3 clusters Score -1.07232e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10723283.000000 Penalty: 5646.717773
	Iteration 16Q: 3 clusters Score -1.072328e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10723327.000000 Penalty: 5646.717773
	Iteration 17Q: 3 clusters Score -1.072333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10723352.000000 Penalty: 5646.717773
	Iteration 18Q: 3 clusters Score -1.072335e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10723388.000000 Penalty: 5646.717773
	Iteration 19Q: 3 clusters Score -1.072339e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10723440.000000 Penalty: 5646.717773
	Iteration 20F: 3 clusters Score -1.072344e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10723494.000000 Penalty: 5646.717773
	Iteration 21Q: 3 clusters Score -1.072349e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10723547.000000 Penalty: 5646.717773
	Iteration 22Q: 3 clusters Score -1.072355e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10723603.000000 Penalty: 5646.717773
	Iteration 23Q: 3 clusters Score -1.07236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10723654.000000 Penalty: 5646.717773
	Iteration 24Q: 3 clusters Score -1.072365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87307 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10723663.000000 Penalty: 5646.717773
	Iteration 25Q: 3 clusters Score -1.072366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10723665.000000 Penalty: 5646.717773
	Iteration 26Q: 3 clusters Score -1.072366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10723684.000000 Penalty: 5646.717773
	Iteration 27Q: 3 clusters Score -1.072368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10723689.000000 Penalty: 5646.717773
	Iteration 28Q: 3 clusters Score -1.072369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10723697.000000 Penalty: 5646.717773
	Iteration 29Q: 3 clusters Score -1.07237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10723701.000000 Penalty: 5646.717773
	Iteration 30Q: 3 clusters Score -1.07237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10723711.000000 Penalty: 5646.717773
	Iteration 31Q: 3 clusters Score -1.072371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10723704.000000 Penalty: 5646.717773
	Iteration 32Q: 3 clusters Score -1.07237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10723711.000000 Penalty: 5646.717773
	Iteration 33Q: 3 clusters Score -1.072371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10723711.000000 Penalty: 5646.717773
	Iteration 34F: 3 clusters Score -1.072371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Entering Unmasked Estep 
Score: -13223156.000000 Penalty: 2881.773926
	Iteration 0F: 2 clusters Score -1.322316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -13149086.000000 Penalty: 5763.547852
	Iteration 0F: 3 clusters Score -1.314909e+07 nChanged 52829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -13179288.000000 Penalty: 5763.547852
	Iteration 1F: 3 clusters Score -1.317929e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -13180081.000000 Penalty: 5763.547852
	Iteration 2Q: 3 clusters Score -1.318008e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -13181226.000000 Penalty: 5763.547852
	Iteration 3Q: 3 clusters Score -1.318123e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -13182916.000000 Penalty: 5763.547852
	Iteration 4Q: 3 clusters Score -1.318292e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -13185689.000000 Penalty: 5763.547852
	Iteration 5F: 3 clusters Score -1.318569e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -13190654.000000 Penalty: 5763.547852
	Iteration 6F: 3 clusters Score -1.319065e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -13198296.000000 Penalty: 5763.547852
	Iteration 7F: 3 clusters Score -1.31983e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -13207262.000000 Penalty: 5763.547852
	Iteration 8F: 3 clusters Score -1.320726e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103119 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -13214246.000000 Penalty: 5763.547852
	Iteration 9F: 3 clusters Score -1.321425e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107151 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -13218113.000000 Penalty: 5763.547852
	Iteration 10Q: 3 clusters Score -1.321811e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13219778.000000 Penalty: 5763.547852
	Iteration 11Q: 3 clusters Score -1.321978e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13220516.000000 Penalty: 5763.547852
	Iteration 12Q: 3 clusters Score -1.322052e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -13220859.000000 Penalty: 5763.547852
	Iteration 13Q: 3 clusters Score -1.322086e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13221058.000000 Penalty: 5763.547852
	Iteration 14Q: 3 clusters Score -1.322106e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13221187.000000 Penalty: 5763.547852
	Iteration 15Q: 3 clusters Score -1.322119e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110082 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13221265.000000 Penalty: 5763.547852
	Iteration 16Q: 3 clusters Score -1.322126e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13221308.000000 Penalty: 5763.547852
	Iteration 17Q: 3 clusters Score -1.322131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13221324.000000 Penalty: 5763.547852
	Iteration 18Q: 3 clusters Score -1.322132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13221347.000000 Penalty: 5763.547852
	Iteration 19Q: 3 clusters Score -1.322135e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13221340.000000 Penalty: 5763.547852
	Iteration 20F: 3 clusters Score -1.322134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13221354.000000 Penalty: 5763.547852
	Iteration 21Q: 3 clusters Score -1.322135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13221367.000000 Penalty: 5763.547852
	Iteration 22Q: 3 clusters Score -1.322137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13221366.000000 Penalty: 5763.547852
	Iteration 23Q: 3 clusters Score -1.322137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -13221378.000000 Penalty: 5763.547852
	Iteration 24Q: 3 clusters Score -1.322138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13221381.000000 Penalty: 5763.547852
	Iteration 25Q: 3 clusters Score -1.322138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13221396.000000 Penalty: 5763.547852
	Iteration 26Q: 3 clusters Score -1.32214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13221398.000000 Penalty: 5763.547852
	Iteration 27Q: 3 clusters Score -1.32214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -13221424.000000 Penalty: 5763.547852
	Iteration 28Q: 3 clusters Score -1.322142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13221422.000000 Penalty: 5763.547852
	Iteration 29Q: 3 clusters Score -1.322142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -13221431.000000 Penalty: 5763.547852
	Iteration 30Q: 3 clusters Score -1.322143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13221427.000000 Penalty: 5763.547852
	Iteration 31Q: 3 clusters Score -1.322143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13221429.000000 Penalty: 5763.547852
	Iteration 32Q: 3 clusters Score -1.322143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13221430.000000 Penalty: 5763.547852
	Iteration 33Q: 3 clusters Score -1.322143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13221432.000000 Penalty: 5763.547852
	Iteration 34Q: 3 clusters Score -1.322143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13221438.000000 Penalty: 5763.547852
	Iteration 35Q: 3 clusters Score -1.322144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110018 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13221443.000000 Penalty: 5763.547852
	Iteration 36Q: 3 clusters Score -1.322144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13221444.000000 Penalty: 5763.547852
	Iteration 37Q: 3 clusters Score -1.322144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13221434.000000 Penalty: 5763.547852
	Iteration 38Q: 3 clusters Score -1.322143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13221441.000000 Penalty: 5763.547852
	Iteration 39Q: 3 clusters Score -1.322144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -13221440.000000 Penalty: 5763.547852
	Iteration 40F: 3 clusters Score -1.322144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Entering Unmasked Estep 
Score: -4116092.000000 Penalty: 2587.879395
	Iteration 0F: 2 clusters Score -4116092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4092841.250000 Penalty: 5175.758789
	Iteration 0F: 3 clusters Score -4092841 nChanged 15441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4101272.750000 Penalty: 5175.758789
	Iteration 1F: 3 clusters Score -4101273 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4101755.750000 Penalty: 5175.758789
	Iteration 2Q: 3 clusters Score -4101756 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -4102220.250000 Penalty: 5175.758789
	Iteration 3Q: 3 clusters Score -4102220 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4102795.000000 Penalty: 5175.758789
	Iteration 4Q: 3 clusters Score -4102795 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -4103548.500000 Penalty: 5175.758789
	Iteration 5Q: 3 clusters Score -4103548 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -4104621.000000 Penalty: 5175.758789
	Iteration 6F: 3 clusters Score -4104621 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4106120.500000 Penalty: 5175.758789
	Iteration 7F: 3 clusters Score -4106120 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4108160.750000 Penalty: 5175.758789
	Iteration 8F: 3 clusters Score -4108161 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4110271.750000 Penalty: 5175.758789
	Iteration 9F: 3 clusters Score -4110272 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4111751.750000 Penalty: 5175.758789
	Iteration 10F: 3 clusters Score -4111752 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4112735.250000 Penalty: 5175.758789
	Iteration 11Q: 3 clusters Score -4112735 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4113242.500000 Penalty: 5175.758789
	Iteration 12Q: 3 clusters Score -4113242 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4113524.750000 Penalty: 5175.758789
	Iteration 13Q: 3 clusters Score -4113525 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4113680.750000 Penalty: 5175.758789
	Iteration 14Q: 3 clusters Score -4113681 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4113750.750000 Penalty: 5175.758789
	Iteration 15Q: 3 clusters Score -4113751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4113808.000000 Penalty: 5175.758789
	Iteration 16Q: 3 clusters Score -4113808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4113855.500000 Penalty: 5175.758789
	Iteration 17Q: 3 clusters Score -4113856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4113881.250000 Penalty: 5175.758789
	Iteration 18Q: 3 clusters Score -4113881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4113897.250000 Penalty: 5175.758789
	Iteration 19Q: 3 clusters Score -4113897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4113900.250000 Penalty: 5175.758789
	Iteration 20F: 3 clusters Score -4113900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4113905.250000 Penalty: 5175.758789
	Iteration 21Q: 3 clusters Score -4113905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4113914.500000 Penalty: 5175.758789
	Iteration 22Q: 3 clusters Score -4113914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4113916.500000 Penalty: 5175.758789
	Iteration 23Q: 3 clusters Score -4113916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4113921.250000 Penalty: 5175.758789
	Iteration 24Q: 3 clusters Score -4113921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4113930.250000 Penalty: 5175.758789
	Iteration 25Q: 3 clusters Score -4113930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4113933.500000 Penalty: 5175.758789
	Iteration 26Q: 3 clusters Score -4113934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4113937.500000 Penalty: 5175.758789
	Iteration 27Q: 3 clusters Score -4113938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4113948.000000 Penalty: 5175.758789
	Iteration 28Q: 3 clusters Score -4113948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4113955.500000 Penalty: 5175.758789
	Iteration 29Q: 3 clusters Score -4113956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4113960.750000 Penalty: 5175.758789
	Iteration 30Q: 3 clusters Score -4113961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4113967.000000 Penalty: 5175.758789
	Iteration 31Q: 3 clusters Score -4113967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4113977.000000 Penalty: 5175.758789
	Iteration 32Q: 3 clusters Score -4113977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4113978.750000 Penalty: 5175.758789
	Iteration 33Q: 3 clusters Score -4113979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4113993.000000 Penalty: 5175.758789
	Iteration 34Q: 3 clusters Score -4113993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4113989.500000 Penalty: 5175.758789
	Iteration 35Q: 3 clusters Score -4113990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4113989.250000 Penalty: 5175.758789
	Iteration 36Q: 3 clusters Score -4113989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4113989.250000 Penalty: 5175.758789
	Iteration 37F: 3 clusters Score -4113989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Entering Unmasked Estep 
Score: -4458938.000000 Penalty: 2612.415771
	Iteration 0F: 2 clusters Score -4458938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4433452.000000 Penalty: 5224.831543
	Iteration 0F: 3 clusters Score -4433452 nChanged 17080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -4442812.000000 Penalty: 5224.831543
	Iteration 1F: 3 clusters Score -4442812 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4443398.500000 Penalty: 5224.831543
	Iteration 2Q: 3 clusters Score -4443398 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4443963.000000 Penalty: 5224.831543
	Iteration 3Q: 3 clusters Score -4443963 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4444666.500000 Penalty: 5224.831543
	Iteration 4Q: 3 clusters Score -4444666 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4445644.500000 Penalty: 5224.831543
	Iteration 5Q: 3 clusters Score -4445644 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4447169.000000 Penalty: 5224.831543
	Iteration 6F: 3 clusters Score -4447169 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4449363.500000 Penalty: 5224.831543
	Iteration 7F: 3 clusters Score -4449364 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4451853.500000 Penalty: 5224.831543
	Iteration 8F: 3 clusters Score -4451854 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4454066.000000 Penalty: 5224.831543
	Iteration 9F: 3 clusters Score -4454066 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4455397.000000 Penalty: 5224.831543
	Iteration 10Q: 3 clusters Score -4455397 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4456028.000000 Penalty: 5224.831543
	Iteration 11Q: 3 clusters Score -4456028 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4456300.000000 Penalty: 5224.831543
	Iteration 12Q: 3 clusters Score -4456300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4456454.500000 Penalty: 5224.831543
	Iteration 13Q: 3 clusters Score -4456454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4456537.000000 Penalty: 5224.831543
	Iteration 14Q: 3 clusters Score -4456537 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4456599.000000 Penalty: 5224.831543
	Iteration 15Q: 3 clusters Score -4456599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4456616.500000 Penalty: 5224.831543
	Iteration 16Q: 3 clusters Score -4456616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4456630.000000 Penalty: 5224.831543
	Iteration 17Q: 3 clusters Score -4456630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4456636.500000 Penalty: 5224.831543
	Iteration 18Q: 3 clusters Score -4456636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4456643.000000 Penalty: 5224.831543
	Iteration 19Q: 3 clusters Score -4456643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4456649.000000 Penalty: 5224.831543
	Iteration 20F: 3 clusters Score -4456649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4456650.500000 Penalty: 5224.831543
	Iteration 21Q: 3 clusters Score -4456650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4456656.500000 Penalty: 5224.831543
	Iteration 22Q: 3 clusters Score -4456656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4456665.000000 Penalty: 5224.831543
	Iteration 23Q: 3 clusters Score -4456665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4456668.000000 Penalty: 5224.831543
	Iteration 24Q: 3 clusters Score -4456668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4456667.000000 Penalty: 5224.831543
	Iteration 25Q: 3 clusters Score -4456667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4456668.000000 Penalty: 5224.831543
	Iteration 26Q: 3 clusters Score -4456668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4456668.000000 Penalty: 5224.831543
	Iteration 27F: 3 clusters Score -4456668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Entering Unmasked Estep 
Score: -1551451.375000 Penalty: 2365.492676
	Iteration 0F: 2 clusters Score -1551451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1541324.875000 Penalty: 4730.985352
	Iteration 0F: 3 clusters Score -1541325 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1544511.250000 Penalty: 4730.985352
	Iteration 1F: 3 clusters Score -1544511 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1544958.750000 Penalty: 4730.985352
	Iteration 2F: 3 clusters Score -1544959 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1545378.375000 Penalty: 4730.985352
	Iteration 3F: 3 clusters Score -1545378 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1545783.750000 Penalty: 4730.985352
	Iteration 4F: 3 clusters Score -1545784 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1546198.250000 Penalty: 4730.985352
	Iteration 5F: 3 clusters Score -1546198 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1546656.125000 Penalty: 4730.985352
	Iteration 6F: 3 clusters Score -1546656 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1547080.500000 Penalty: 4730.985352
	Iteration 7F: 3 clusters Score -1547080 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1547478.500000 Penalty: 4730.985352
	Iteration 8Q: 3 clusters Score -1547478 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1547829.750000 Penalty: 4730.985352
	Iteration 9Q: 3 clusters Score -1547830 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1548132.250000 Penalty: 4730.985352
	Iteration 10Q: 3 clusters Score -1548132 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1548342.750000 Penalty: 4730.985352
	Iteration 11Q: 3 clusters Score -1548343 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1548531.625000 Penalty: 4730.985352
	Iteration 12Q: 3 clusters Score -1548532 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1548652.250000 Penalty: 4730.985352
	Iteration 13Q: 3 clusters Score -1548652 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1548767.750000 Penalty: 4730.985352
	Iteration 14Q: 3 clusters Score -1548768 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1548857.250000 Penalty: 4730.985352
	Iteration 15Q: 3 clusters Score -1548857 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1548935.125000 Penalty: 4730.985352
	Iteration 16Q: 3 clusters Score -1548935 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1548995.750000 Penalty: 4730.985352
	Iteration 17Q: 3 clusters Score -1548996 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1549070.000000 Penalty: 4730.985352
	Iteration 18Q: 3 clusters Score -1549070 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1549156.250000 Penalty: 4730.985352
	Iteration 19Q: 3 clusters Score -1549156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1549254.500000 Penalty: 4730.985352
	Iteration 20F: 3 clusters Score -1549254 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1549341.625000 Penalty: 4730.985352
	Iteration 21Q: 3 clusters Score -1549342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1549420.000000 Penalty: 4730.985352
	Iteration 22Q: 3 clusters Score -1549420 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1549500.250000 Penalty: 4730.985352
	Iteration 23Q: 3 clusters Score -1549500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1549565.250000 Penalty: 4730.985352
	Iteration 24Q: 3 clusters Score -1549565 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1549634.125000 Penalty: 4730.985352
	Iteration 25Q: 3 clusters Score -1549634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1549689.750000 Penalty: 4730.985352
	Iteration 26Q: 3 clusters Score -1549690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1549742.000000 Penalty: 4730.985352
	Iteration 27Q: 3 clusters Score -1549742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1549786.250000 Penalty: 4730.985352
	Iteration 28Q: 3 clusters Score -1549786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1549839.500000 Penalty: 4730.985352
	Iteration 29Q: 3 clusters Score -1549840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1549881.875000 Penalty: 4730.985352
	Iteration 30Q: 3 clusters Score -1549882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1549923.250000 Penalty: 4730.985352
	Iteration 31Q: 3 clusters Score -1549923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1549951.625000 Penalty: 4730.985352
	Iteration 32Q: 3 clusters Score -1549952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1549975.500000 Penalty: 4730.985352
	Iteration 33Q: 3 clusters Score -1549976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1549982.625000 Penalty: 4730.985352
	Iteration 34Q: 3 clusters Score -1549983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1549995.625000 Penalty: 4730.985352
	Iteration 35Q: 3 clusters Score -1549996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1550006.125000 Penalty: 4730.985352
	Iteration 36Q: 3 clusters Score -1550006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1550014.250000 Penalty: 4730.985352
	Iteration 37Q: 3 clusters Score -1550014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1550019.000000 Penalty: 4730.985352
	Iteration 38Q: 3 clusters Score -1550019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1550025.250000 Penalty: 4730.985352
	Iteration 39Q: 3 clusters Score -1550025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1550029.500000 Penalty: 4730.985352
	Iteration 40F: 3 clusters Score -1550030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1550032.500000 Penalty: 4730.985352
	Iteration 41Q: 3 clusters Score -1550032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1550041.125000 Penalty: 4730.985352
	Iteration 42Q: 3 clusters Score -1550041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1550051.500000 Penalty: 4730.985352
	Iteration 43Q: 3 clusters Score -1550052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1550055.750000 Penalty: 4730.985352
	Iteration 44Q: 3 clusters Score -1550056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1550062.625000 Penalty: 4730.985352
	Iteration 45Q: 3 clusters Score -1550063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1550070.125000 Penalty: 4730.985352
	Iteration 46Q: 3 clusters Score -1550070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1550070.375000 Penalty: 4730.985352
	Iteration 47Q: 3 clusters Score -1550070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1550075.125000 Penalty: 4730.985352
	Iteration 48Q: 3 clusters Score -1550075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1550078.125000 Penalty: 4730.985352
	Iteration 49Q: 3 clusters Score -1550078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1550085.500000 Penalty: 4730.985352
	Iteration 50Q: 3 clusters Score -1550086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1550089.875000 Penalty: 4730.985352
	Iteration 51Q: 3 clusters Score -1550090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1550092.875000 Penalty: 4730.985352
	Iteration 52Q: 3 clusters Score -1550093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1550096.875000 Penalty: 4730.985352
	Iteration 53Q: 3 clusters Score -1550097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1550095.500000 Penalty: 4730.985352
	Iteration 54Q: 3 clusters Score -1550096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1550097.500000 Penalty: 4730.985352
	Iteration 55Q: 3 clusters Score -1550098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1550098.750000 Penalty: 4730.985352
	Iteration 56Q: 3 clusters Score -1550099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1550101.125000 Penalty: 4730.985352
	Iteration 57Q: 3 clusters Score -1550101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1550105.625000 Penalty: 4730.985352
	Iteration 58Q: 3 clusters Score -1550106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1550107.875000 Penalty: 4730.985352
	Iteration 59Q: 3 clusters Score -1550108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1550106.500000 Penalty: 4730.985352
	Iteration 60F: 3 clusters Score -1550106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1550108.750000 Penalty: 4730.985352
	Iteration 61Q: 3 clusters Score -1550109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1550110.875000 Penalty: 4730.985352
	Iteration 62Q: 3 clusters Score -1550111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1550110.875000 Penalty: 4730.985352
	Iteration 63F: 3 clusters Score -1550111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -967893.812500 Penalty: 2244.791748
	Iteration 0F: 2 clusters Score -967893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -961132.875000 Penalty: 4489.583496
	Iteration 0F: 3 clusters Score -961132.9 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -963107.125000 Penalty: 4489.583496
	Iteration 1F: 3 clusters Score -963107.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -963463.187500 Penalty: 4489.583496
	Iteration 2F: 3 clusters Score -963463.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -963782.687500 Penalty: 4489.583496
	Iteration 3F: 3 clusters Score -963782.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -964001.187500 Penalty: 4489.583496
	Iteration 4Q: 3 clusters Score -964001.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -964219.750000 Penalty: 4489.583496
	Iteration 5Q: 3 clusters Score -964219.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -964452.437500 Penalty: 4489.583496
	Iteration 6Q: 3 clusters Score -964452.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -964698.125000 Penalty: 4489.583496
	Iteration 7Q: 3 clusters Score -964698.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -964972.750000 Penalty: 4489.583496
	Iteration 8Q: 3 clusters Score -964972.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -965317.875000 Penalty: 4489.583496
	Iteration 9Q: 3 clusters Score -965317.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -965641.812500 Penalty: 4489.583496
	Iteration 10Q: 3 clusters Score -965641.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -965891.000000 Penalty: 4489.583496
	Iteration 11Q: 3 clusters Score -965891 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -966100.375000 Penalty: 4489.583496
	Iteration 12Q: 3 clusters Score -966100.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -966237.312500 Penalty: 4489.583496
	Iteration 13Q: 3 clusters Score -966237.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -966312.062500 Penalty: 4489.583496
	Iteration 14Q: 3 clusters Score -966312.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -966366.312500 Penalty: 4489.583496
	Iteration 15Q: 3 clusters Score -966366.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -966405.812500 Penalty: 4489.583496
	Iteration 16Q: 3 clusters Score -966405.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -966438.562500 Penalty: 4489.583496
	Iteration 17Q: 3 clusters Score -966438.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -966456.562500 Penalty: 4489.583496
	Iteration 18Q: 3 clusters Score -966456.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -966472.625000 Penalty: 4489.583496
	Iteration 19Q: 3 clusters Score -966472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -966491.500000 Penalty: 4489.583496
	Iteration 20F: 3 clusters Score -966491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -966515.875000 Penalty: 4489.583496
	Iteration 21Q: 3 clusters Score -966515.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -966532.062500 Penalty: 4489.583496
	Iteration 22Q: 3 clusters Score -966532.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -966550.750000 Penalty: 4489.583496
	Iteration 23Q: 3 clusters Score -966550.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -966568.062500 Penalty: 4489.583496
	Iteration 24Q: 3 clusters Score -966568.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -966587.750000 Penalty: 4489.583496
	Iteration 25Q: 3 clusters Score -966587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -966616.812500 Penalty: 4489.583496
	Iteration 26Q: 3 clusters Score -966616.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -966642.437500 Penalty: 4489.583496
	Iteration 27Q: 3 clusters Score -966642.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -966656.750000 Penalty: 4489.583496
	Iteration 28Q: 3 clusters Score -966656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -966662.625000 Penalty: 4489.583496
	Iteration 29Q: 3 clusters Score -966662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -966674.000000 Penalty: 4489.583496
	Iteration 30Q: 3 clusters Score -966674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -966686.375000 Penalty: 4489.583496
	Iteration 31Q: 3 clusters Score -966686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -966692.000000 Penalty: 4489.583496
	Iteration 32Q: 3 clusters Score -966692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -966694.437500 Penalty: 4489.583496
	Iteration 33Q: 3 clusters Score -966694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -966698.187500 Penalty: 4489.583496
	Iteration 34Q: 3 clusters Score -966698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -966702.937500 Penalty: 4489.583496
	Iteration 35Q: 3 clusters Score -966702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -966707.000000 Penalty: 4489.583496
	Iteration 36Q: 3 clusters Score -966707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -966709.937500 Penalty: 4489.583496
	Iteration 37Q: 3 clusters Score -966709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -966713.062500 Penalty: 4489.583496
	Iteration 38Q: 3 clusters Score -966713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -966713.062500 Penalty: 4489.583496
	Iteration 39Q: 3 clusters Score -966713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -966715.687500 Penalty: 4489.583496
	Iteration 40F: 3 clusters Score -966715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -966718.687500 Penalty: 4489.583496
	Iteration 41Q: 3 clusters Score -966718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -966718.687500 Penalty: 4489.583496
	Iteration 42F: 3 clusters Score -966718.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Entering Unmasked Estep 
Score: -1628692.250000 Penalty: 2372.538086
	Iteration 0F: 2 clusters Score -1628692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1618152.375000 Penalty: 4745.076172
	Iteration 0F: 3 clusters Score -1618152 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1621626.125000 Penalty: 4745.076172
	Iteration 1F: 3 clusters Score -1621626 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1622079.125000 Penalty: 4745.076172
	Iteration 2F: 3 clusters Score -1622079 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1622455.375000 Penalty: 4745.076172
	Iteration 3F: 3 clusters Score -1622455 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1622780.625000 Penalty: 4745.076172
	Iteration 4Q: 3 clusters Score -1622781 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1623110.000000 Penalty: 4745.076172
	Iteration 5Q: 3 clusters Score -1623110 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1623441.250000 Penalty: 4745.076172
	Iteration 6Q: 3 clusters Score -1623441 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1623796.750000 Penalty: 4745.076172
	Iteration 7Q: 3 clusters Score -1623797 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1624179.000000 Penalty: 4745.076172
	Iteration 8Q: 3 clusters Score -1624179 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1624586.750000 Penalty: 4745.076172
	Iteration 9Q: 3 clusters Score -1624587 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1625059.750000 Penalty: 4745.076172
	Iteration 10Q: 3 clusters Score -1625060 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1625532.250000 Penalty: 4745.076172
	Iteration 11Q: 3 clusters Score -1625532 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1625977.000000 Penalty: 4745.076172
	Iteration 12Q: 3 clusters Score -1625977 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1626353.875000 Penalty: 4745.076172
	Iteration 13Q: 3 clusters Score -1626354 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1626633.375000 Penalty: 4745.076172
	Iteration 14Q: 3 clusters Score -1626633 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1626855.375000 Penalty: 4745.076172
	Iteration 15Q: 3 clusters Score -1626855 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1626989.625000 Penalty: 4745.076172
	Iteration 16Q: 3 clusters Score -1626990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1627082.875000 Penalty: 4745.076172
	Iteration 17Q: 3 clusters Score -1627083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1627157.000000 Penalty: 4745.076172
	Iteration 18Q: 3 clusters Score -1627157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1627224.625000 Penalty: 4745.076172
	Iteration 19Q: 3 clusters Score -1627225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1627265.375000 Penalty: 4745.076172
	Iteration 20F: 3 clusters Score -1627265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1627281.250000 Penalty: 4745.076172
	Iteration 21Q: 3 clusters Score -1627281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1627297.875000 Penalty: 4745.076172
	Iteration 22Q: 3 clusters Score -1627298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1627306.250000 Penalty: 4745.076172
	Iteration 23Q: 3 clusters Score -1627306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1627311.000000 Penalty: 4745.076172
	Iteration 24Q: 3 clusters Score -1627311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1627321.500000 Penalty: 4745.076172
	Iteration 25Q: 3 clusters Score -1627322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1627325.375000 Penalty: 4745.076172
	Iteration 26Q: 3 clusters Score -1627325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1627336.000000 Penalty: 4745.076172
	Iteration 27Q: 3 clusters Score -1627336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1627342.625000 Penalty: 4745.076172
	Iteration 28Q: 3 clusters Score -1627343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1627345.000000 Penalty: 4745.076172
	Iteration 29Q: 3 clusters Score -1627345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1627346.500000 Penalty: 4745.076172
	Iteration 30Q: 3 clusters Score -1627346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1627348.750000 Penalty: 4745.076172
	Iteration 31Q: 3 clusters Score -1627349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1627353.250000 Penalty: 4745.076172
	Iteration 32Q: 3 clusters Score -1627353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1627355.375000 Penalty: 4745.076172
	Iteration 33Q: 3 clusters Score -1627355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1627357.000000 Penalty: 4745.076172
	Iteration 34Q: 3 clusters Score -1627357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1627360.000000 Penalty: 4745.076172
	Iteration 35Q: 3 clusters Score -1627360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1627364.250000 Penalty: 4745.076172
	Iteration 36Q: 3 clusters Score -1627364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1627368.000000 Penalty: 4745.076172
	Iteration 37Q: 3 clusters Score -1627368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1627373.875000 Penalty: 4745.076172
	Iteration 38Q: 3 clusters Score -1627374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1627374.750000 Penalty: 4745.076172
	Iteration 39Q: 3 clusters Score -1627375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1627374.875000 Penalty: 4745.076172
	Iteration 40F: 3 clusters Score -1627375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1627376.375000 Penalty: 4745.076172
	Iteration 41Q: 3 clusters Score -1627376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1627376.125000 Penalty: 4745.076172
	Iteration 42Q: 3 clusters Score -1627376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1627376.125000 Penalty: 4745.076172
	Iteration 43F: 3 clusters Score -1627376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Entering Unmasked Estep 
Score: -1990851.125000 Penalty: 2428.886230
	Iteration 0F: 2 clusters Score -1990851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1978025.875000 Penalty: 4857.772461
	Iteration 0F: 3 clusters Score -1978026 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1982336.625000 Penalty: 4857.772461
	Iteration 1F: 3 clusters Score -1982337 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1982742.875000 Penalty: 4857.772461
	Iteration 2F: 3 clusters Score -1982743 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1983089.625000 Penalty: 4857.772461
	Iteration 3Q: 3 clusters Score -1983090 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1983451.875000 Penalty: 4857.772461
	Iteration 4Q: 3 clusters Score -1983452 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1983865.875000 Penalty: 4857.772461
	Iteration 5Q: 3 clusters Score -1983866 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1984299.000000 Penalty: 4857.772461
	Iteration 6Q: 3 clusters Score -1984299 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1984751.125000 Penalty: 4857.772461
	Iteration 7Q: 3 clusters Score -1984751 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1985214.250000 Penalty: 4857.772461
	Iteration 8Q: 3 clusters Score -1985214 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1985629.625000 Penalty: 4857.772461
	Iteration 9Q: 3 clusters Score -1985630 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1986024.375000 Penalty: 4857.772461
	Iteration 10Q: 3 clusters Score -1986024 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1986369.750000 Penalty: 4857.772461
	Iteration 11Q: 3 clusters Score -1986370 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1986659.000000 Penalty: 4857.772461
	Iteration 12Q: 3 clusters Score -1986659 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1986915.000000 Penalty: 4857.772461
	Iteration 13Q: 3 clusters Score -1986915 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1987146.000000 Penalty: 4857.772461
	Iteration 14Q: 3 clusters Score -1987146 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1987340.375000 Penalty: 4857.772461
	Iteration 15Q: 3 clusters Score -1987340 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1987506.500000 Penalty: 4857.772461
	Iteration 16Q: 3 clusters Score -1987506 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1987670.000000 Penalty: 4857.772461
	Iteration 17Q: 3 clusters Score -1987670 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1987835.000000 Penalty: 4857.772461
	Iteration 18Q: 3 clusters Score -1987835 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1987996.125000 Penalty: 4857.772461
	Iteration 19Q: 3 clusters Score -1987996 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1988161.500000 Penalty: 4857.772461
	Iteration 20F: 3 clusters Score -1988162 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1988346.375000 Penalty: 4857.772461
	Iteration 21Q: 3 clusters Score -1988346 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1988562.125000 Penalty: 4857.772461
	Iteration 22Q: 3 clusters Score -1988562 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1988782.125000 Penalty: 4857.772461
	Iteration 23Q: 3 clusters Score -1988782 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1989004.250000 Penalty: 4857.772461
	Iteration 24Q: 3 clusters Score -1989004 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1989207.000000 Penalty: 4857.772461
	Iteration 25Q: 3 clusters Score -1989207 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1989430.000000 Penalty: 4857.772461
	Iteration 26Q: 3 clusters Score -1989430 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1989653.750000 Penalty: 4857.772461
	Iteration 27Q: 3 clusters Score -1989654 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1989856.750000 Penalty: 4857.772461
	Iteration 28Q: 3 clusters Score -1989857 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1990047.000000 Penalty: 4857.772461
	Iteration 29Q: 3 clusters Score -1990047 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1990172.875000 Penalty: 4857.772461
	Iteration 30Q: 3 clusters Score -1990173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1990232.000000 Penalty: 4857.772461
	Iteration 31Q: 3 clusters Score -1990232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1990277.000000 Penalty: 4857.772461
	Iteration 32Q: 3 clusters Score -1990277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1990315.750000 Penalty: 4857.772461
	Iteration 33Q: 3 clusters Score -1990316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1990329.000000 Penalty: 4857.772461
	Iteration 34Q: 3 clusters Score -1990329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1990339.375000 Penalty: 4857.772461
	Iteration 35Q: 3 clusters Score -1990339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1990353.125000 Penalty: 4857.772461
	Iteration 36Q: 3 clusters Score -1990353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1990359.875000 Penalty: 4857.772461
	Iteration 37Q: 3 clusters Score -1990360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1990364.500000 Penalty: 4857.772461
	Iteration 38Q: 3 clusters Score -1990364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1990369.625000 Penalty: 4857.772461
	Iteration 39Q: 3 clusters Score -1990370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1990367.875000 Penalty: 4857.772461
	Iteration 40F: 3 clusters Score -1990368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1990367.375000 Penalty: 4857.772461
	Iteration 41Q: 3 clusters Score -1990367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1990369.125000 Penalty: 4857.772461
	Iteration 42Q: 3 clusters Score -1990369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1990366.875000 Penalty: 4857.772461
	Iteration 43Q: 3 clusters Score -1990367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1990367.125000 Penalty: 4857.772461
	Iteration 44Q: 3 clusters Score -1990367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1990373.875000 Penalty: 4857.772461
	Iteration 45Q: 3 clusters Score -1990374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1990372.000000 Penalty: 4857.772461
	Iteration 46Q: 3 clusters Score -1990372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1990372.000000 Penalty: 4857.772461
	Iteration 47F: 3 clusters Score -1990372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -947385.000000 Penalty: 2227.675049
	Iteration 0F: 2 clusters Score -947385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -941103.937500 Penalty: 4455.350098
	Iteration 0F: 3 clusters Score -941103.9 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -942805.562500 Penalty: 4455.350098
	Iteration 1F: 3 clusters Score -942805.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -943080.500000 Penalty: 4455.350098
	Iteration 2F: 3 clusters Score -943080.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -943323.687500 Penalty: 4455.350098
	Iteration 3F: 3 clusters Score -943323.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -943538.000000 Penalty: 4455.350098
	Iteration 4Q: 3 clusters Score -943538 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -943753.937500 Penalty: 4455.350098
	Iteration 5Q: 3 clusters Score -943753.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -943976.312500 Penalty: 4455.350098
	Iteration 6Q: 3 clusters Score -943976.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -944224.125000 Penalty: 4455.350098
	Iteration 7Q: 3 clusters Score -944224.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -944470.875000 Penalty: 4455.350098
	Iteration 8Q: 3 clusters Score -944470.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -944690.062500 Penalty: 4455.350098
	Iteration 9Q: 3 clusters Score -944690.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -944897.875000 Penalty: 4455.350098
	Iteration 10Q: 3 clusters Score -944897.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -945051.125000 Penalty: 4455.350098
	Iteration 11Q: 3 clusters Score -945051.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -945155.750000 Penalty: 4455.350098
	Iteration 12Q: 3 clusters Score -945155.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -945244.937500 Penalty: 4455.350098
	Iteration 13Q: 3 clusters Score -945244.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -945313.625000 Penalty: 4455.350098
	Iteration 14Q: 3 clusters Score -945313.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -945358.062500 Penalty: 4455.350098
	Iteration 15Q: 3 clusters Score -945358.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -945389.750000 Penalty: 4455.350098
	Iteration 16Q: 3 clusters Score -945389.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -945417.375000 Penalty: 4455.350098
	Iteration 17Q: 3 clusters Score -945417.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -945438.937500 Penalty: 4455.350098
	Iteration 18Q: 3 clusters Score -945438.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -945452.500000 Penalty: 4455.350098
	Iteration 19Q: 3 clusters Score -945452.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -945468.500000 Penalty: 4455.350098
	Iteration 20F: 3 clusters Score -945468.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -945473.375000 Penalty: 4455.350098
	Iteration 21Q: 3 clusters Score -945473.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -945479.437500 Penalty: 4455.350098
	Iteration 22Q: 3 clusters Score -945479.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -945486.625000 Penalty: 4455.350098
	Iteration 23Q: 3 clusters Score -945486.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -945492.500000 Penalty: 4455.350098
	Iteration 24Q: 3 clusters Score -945492.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -945497.375000 Penalty: 4455.350098
	Iteration 25Q: 3 clusters Score -945497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -945502.625000 Penalty: 4455.350098
	Iteration 26Q: 3 clusters Score -945502.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -945509.312500 Penalty: 4455.350098
	Iteration 27Q: 3 clusters Score -945509.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -945513.312500 Penalty: 4455.350098
	Iteration 28Q: 3 clusters Score -945513.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -945519.812500 Penalty: 4455.350098
	Iteration 29Q: 3 clusters Score -945519.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -945524.062500 Penalty: 4455.350098
	Iteration 30Q: 3 clusters Score -945524.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -945529.750000 Penalty: 4455.350098
	Iteration 31Q: 3 clusters Score -945529.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -945538.937500 Penalty: 4455.350098
	Iteration 32Q: 3 clusters Score -945538.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -945542.375000 Penalty: 4455.350098
	Iteration 33Q: 3 clusters Score -945542.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -945552.562500 Penalty: 4455.350098
	Iteration 34Q: 3 clusters Score -945552.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -945562.625000 Penalty: 4455.350098
	Iteration 35Q: 3 clusters Score -945562.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -945569.375000 Penalty: 4455.350098
	Iteration 36Q: 3 clusters Score -945569.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -945573.625000 Penalty: 4455.350098
	Iteration 37Q: 3 clusters Score -945573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -945578.437500 Penalty: 4455.350098
	Iteration 38Q: 3 clusters Score -945578.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -945581.750000 Penalty: 4455.350098
	Iteration 39Q: 3 clusters Score -945581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -945584.937500 Penalty: 4455.350098
	Iteration 40F: 3 clusters Score -945584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -945588.687500 Penalty: 4455.350098
	Iteration 41Q: 3 clusters Score -945588.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -945595.750000 Penalty: 4455.350098
	Iteration 42Q: 3 clusters Score -945595.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -945606.187500 Penalty: 4455.350098
	Iteration 43Q: 3 clusters Score -945606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -945610.750000 Penalty: 4455.350098
	Iteration 44Q: 3 clusters Score -945610.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -945615.062500 Penalty: 4455.350098
	Iteration 45Q: 3 clusters Score -945615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -945619.750000 Penalty: 4455.350098
	Iteration 46Q: 3 clusters Score -945619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -945627.562500 Penalty: 4455.350098
	Iteration 47Q: 3 clusters Score -945627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -945630.000000 Penalty: 4455.350098
	Iteration 48Q: 3 clusters Score -945630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -945632.562500 Penalty: 4455.350098
	Iteration 49Q: 3 clusters Score -945632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -945637.312500 Penalty: 4455.350098
	Iteration 50Q: 3 clusters Score -945637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -945640.062500 Penalty: 4455.350098
	Iteration 51Q: 3 clusters Score -945640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -945641.875000 Penalty: 4455.350098
	Iteration 52Q: 3 clusters Score -945641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -945641.437500 Penalty: 4455.350098
	Iteration 53Q: 3 clusters Score -945641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -945641.000000 Penalty: 4455.350098
	Iteration 54Q: 3 clusters Score -945641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -945640.500000 Penalty: 4455.350098
	Iteration 55Q: 3 clusters Score -945640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -945641.500000 Penalty: 4455.350098
	Iteration 56Q: 3 clusters Score -945641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -945645.125000 Penalty: 4455.350098
	Iteration 57Q: 3 clusters Score -945645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -945649.000000 Penalty: 4455.350098
	Iteration 58Q: 3 clusters Score -945649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -945649.937500 Penalty: 4455.350098
	Iteration 59Q: 3 clusters Score -945649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -945648.375000 Penalty: 4455.350098
	Iteration 60F: 3 clusters Score -945648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -945650.062500 Penalty: 4455.350098
	Iteration 61Q: 3 clusters Score -945650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -945650.062500 Penalty: 4455.350098
	Iteration 62F: 3 clusters Score -945650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -67655.125000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -67655.12 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 311 members 
Entering Unmasked Estep 
Score: -66091.273438 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66091.27 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66285.546875 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66285.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66329.890625 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -66329.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66357.648438 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -66357.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66389.015625 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -66389.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66403.085938 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -66403.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66415.781250 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -66415.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66427.828125 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -66427.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66443.007812 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -66443.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66448.359375 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -66448.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66448.359375 Penalty: 3173.703125
	Iteration 10F: 3 clusters Score -66448.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (129814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129814 members 
Entering Unmasked Estep 
Score: -15575679.000000 Penalty: 2919.916748
	Iteration 0F: 2 clusters Score -1.557568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -15488519.000000 Penalty: 5839.833496
	Iteration 0F: 3 clusters Score -1.548852e+07 nChanged 61793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -15524482.000000 Penalty: 5839.833496
	Iteration 1F: 3 clusters Score -1.552448e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -15525464.000000 Penalty: 5839.833496
	Iteration 2Q: 3 clusters Score -1.552546e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -15526686.000000 Penalty: 5839.833496
	Iteration 3Q: 3 clusters Score -1.552669e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -15528300.000000 Penalty: 5839.833496
	Iteration 4Q: 3 clusters Score -1.55283e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -15530899.000000 Penalty: 5839.833496
	Iteration 5Q: 3 clusters Score -1.55309e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -15535381.000000 Penalty: 5839.833496
	Iteration 6F: 3 clusters Score -1.553538e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -15542063.000000 Penalty: 5839.833496
	Iteration 7F: 3 clusters Score -1.554206e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -15550637.000000 Penalty: 5839.833496
	Iteration 8F: 3 clusters Score -1.555064e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113818 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -15559372.000000 Penalty: 5839.833496
	Iteration 9F: 3 clusters Score -1.555937e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -15566152.000000 Penalty: 5839.833496
	Iteration 10F: 3 clusters Score -1.556615e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -15570112.000000 Penalty: 5839.833496
	Iteration 11Q: 3 clusters Score -1.557011e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -15572020.000000 Penalty: 5839.833496
	Iteration 12Q: 3 clusters Score -1.557202e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128368 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -15572760.000000 Penalty: 5839.833496
	Iteration 13Q: 3 clusters Score -1.557276e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15573108.000000 Penalty: 5839.833496
	Iteration 14Q: 3 clusters Score -1.557311e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128819 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -15573268.000000 Penalty: 5839.833496
	Iteration 15Q: 3 clusters Score -1.557327e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -15573365.000000 Penalty: 5839.833496
	Iteration 16Q: 3 clusters Score -1.557336e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15573459.000000 Penalty: 5839.833496
	Iteration 17Q: 3 clusters Score -1.557346e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -15573474.000000 Penalty: 5839.833496
	Iteration 18Q: 3 clusters Score -1.557347e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128983 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15573495.000000 Penalty: 5839.833496
	Iteration 19Q: 3 clusters Score -1.55735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128985 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15573528.000000 Penalty: 5839.833496
	Iteration 20F: 3 clusters Score -1.557353e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15573543.000000 Penalty: 5839.833496
	Iteration 21Q: 3 clusters Score -1.557354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -15573561.000000 Penalty: 5839.833496
	Iteration 22Q: 3 clusters Score -1.557356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129001 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15573565.000000 Penalty: 5839.833496
	Iteration 23Q: 3 clusters Score -1.557356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129000 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15573552.000000 Penalty: 5839.833496
	Iteration 24Q: 3 clusters Score -1.557355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129002 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15573556.000000 Penalty: 5839.833496
	Iteration 25Q: 3 clusters Score -1.557356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15573553.000000 Penalty: 5839.833496
	Iteration 26Q: 3 clusters Score -1.557355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15573569.000000 Penalty: 5839.833496
	Iteration 27Q: 3 clusters Score -1.557357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15573565.000000 Penalty: 5839.833496
	Iteration 28Q: 3 clusters Score -1.557356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -15573555.000000 Penalty: 5839.833496
	Iteration 29Q: 3 clusters Score -1.557356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15573561.000000 Penalty: 5839.833496
	Iteration 30Q: 3 clusters Score -1.557356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15573569.000000 Penalty: 5839.833496
	Iteration 31Q: 3 clusters Score -1.557357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15573567.000000 Penalty: 5839.833496
	Iteration 32Q: 3 clusters Score -1.557357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -15573561.000000 Penalty: 5839.833496
	Iteration 33Q: 3 clusters Score -1.557356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15573558.000000 Penalty: 5839.833496
	Iteration 34Q: 3 clusters Score -1.557356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15573558.000000 Penalty: 5839.833496
	Iteration 35F: 3 clusters Score -1.557356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -831673.062500 Penalty: 2197.403809
	Iteration 0F: 2 clusters Score -831673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -825898.375000 Penalty: 4394.807617
	Iteration 0F: 3 clusters Score -825898.4 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -827444.312500 Penalty: 4394.807617
	Iteration 1F: 3 clusters Score -827444.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -827846.000000 Penalty: 4394.807617
	Iteration 2F: 3 clusters Score -827846 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -828314.812500 Penalty: 4394.807617
	Iteration 3F: 3 clusters Score -828314.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -828774.375000 Penalty: 4394.807617
	Iteration 4F: 3 clusters Score -828774.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -829214.687500 Penalty: 4394.807617
	Iteration 5F: 3 clusters Score -829214.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -829547.625000 Penalty: 4394.807617
	Iteration 6F: 3 clusters Score -829547.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -829796.625000 Penalty: 4394.807617
	Iteration 7F: 3 clusters Score -829796.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -829954.812500 Penalty: 4394.807617
	Iteration 8Q: 3 clusters Score -829954.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -830052.000000 Penalty: 4394.807617
	Iteration 9Q: 3 clusters Score -830052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -830114.562500 Penalty: 4394.807617
	Iteration 10Q: 3 clusters Score -830114.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -830172.125000 Penalty: 4394.807617
	Iteration 11Q: 3 clusters Score -830172.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -830228.375000 Penalty: 4394.807617
	Iteration 12Q: 3 clusters Score -830228.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -830272.812500 Penalty: 4394.807617
	Iteration 13Q: 3 clusters Score -830272.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -830302.125000 Penalty: 4394.807617
	Iteration 14Q: 3 clusters Score -830302.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -830325.000000 Penalty: 4394.807617
	Iteration 15Q: 3 clusters Score -830325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -830347.125000 Penalty: 4394.807617
	Iteration 16Q: 3 clusters Score -830347.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -830367.687500 Penalty: 4394.807617
	Iteration 17Q: 3 clusters Score -830367.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -830388.187500 Penalty: 4394.807617
	Iteration 18Q: 3 clusters Score -830388.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -830409.000000 Penalty: 4394.807617
	Iteration 19Q: 3 clusters Score -830409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -830426.250000 Penalty: 4394.807617
	Iteration 20F: 3 clusters Score -830426.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -830444.062500 Penalty: 4394.807617
	Iteration 21Q: 3 clusters Score -830444.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -830460.500000 Penalty: 4394.807617
	Iteration 22Q: 3 clusters Score -830460.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -830476.250000 Penalty: 4394.807617
	Iteration 23Q: 3 clusters Score -830476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -830493.000000 Penalty: 4394.807617
	Iteration 24Q: 3 clusters Score -830493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -830502.187500 Penalty: 4394.807617
	Iteration 25Q: 3 clusters Score -830502.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -830512.937500 Penalty: 4394.807617
	Iteration 26Q: 3 clusters Score -830512.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -830517.062500 Penalty: 4394.807617
	Iteration 27Q: 3 clusters Score -830517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -830520.937500 Penalty: 4394.807617
	Iteration 28Q: 3 clusters Score -830520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -830523.562500 Penalty: 4394.807617
	Iteration 29Q: 3 clusters Score -830523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -830526.812500 Penalty: 4394.807617
	Iteration 30Q: 3 clusters Score -830526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -830525.312500 Penalty: 4394.807617
	Iteration 31Q: 3 clusters Score -830525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -830525.625000 Penalty: 4394.807617
	Iteration 32Q: 3 clusters Score -830525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -830527.250000 Penalty: 4394.807617
	Iteration 33Q: 3 clusters Score -830527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -830529.250000 Penalty: 4394.807617
	Iteration 34Q: 3 clusters Score -830529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -830529.250000 Penalty: 4394.807617
	Iteration 35F: 3 clusters Score -830529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Entering Unmasked Estep 
Score: -20353822.000000 Penalty: 2984.148193
	Iteration 0F: 2 clusters Score -2.035382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -20246538.000000 Penalty: 5968.296387
	Iteration 0F: 3 clusters Score -2.024654e+07 nChanged 80750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -20294024.000000 Penalty: 5968.296387
	Iteration 1F: 3 clusters Score -2.029402e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -20295550.000000 Penalty: 5968.296387
	Iteration 2Q: 3 clusters Score -2.029555e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -20297338.000000 Penalty: 5968.296387
	Iteration 3Q: 3 clusters Score -2.029734e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -20299794.000000 Penalty: 5968.296387
	Iteration 4Q: 3 clusters Score -2.029979e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -20303314.000000 Penalty: 5968.296387
	Iteration 5Q: 3 clusters Score -2.030331e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -20308392.000000 Penalty: 5968.296387
	Iteration 6F: 3 clusters Score -2.030839e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -20315380.000000 Penalty: 5968.296387
	Iteration 7F: 3 clusters Score -2.031538e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121700 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -20322974.000000 Penalty: 5968.296387
	Iteration 8F: 3 clusters Score -2.032297e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -20331422.000000 Penalty: 5968.296387
	Iteration 9F: 3 clusters Score -2.033142e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -20339188.000000 Penalty: 5968.296387
	Iteration 10F: 3 clusters Score -2.033919e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149972 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -20344836.000000 Penalty: 5968.296387
	Iteration 11Q: 3 clusters Score -2.034484e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156138 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -20347992.000000 Penalty: 5968.296387
	Iteration 12Q: 3 clusters Score -2.034799e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -20349840.000000 Penalty: 5968.296387
	Iteration 13Q: 3 clusters Score -2.034984e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -20350584.000000 Penalty: 5968.296387
	Iteration 14Q: 3 clusters Score -2.035058e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -20351072.000000 Penalty: 5968.296387
	Iteration 15Q: 3 clusters Score -2.035107e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -20351186.000000 Penalty: 5968.296387
	Iteration 16Q: 3 clusters Score -2.035119e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20351342.000000 Penalty: 5968.296387
	Iteration 17Q: 3 clusters Score -2.035134e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -20351406.000000 Penalty: 5968.296387
	Iteration 18Q: 3 clusters Score -2.035141e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20351470.000000 Penalty: 5968.296387
	Iteration 19Q: 3 clusters Score -2.035147e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20351534.000000 Penalty: 5968.296387
	Iteration 20F: 3 clusters Score -2.035153e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20351608.000000 Penalty: 5968.296387
	Iteration 21Q: 3 clusters Score -2.035161e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166786 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20351606.000000 Penalty: 5968.296387
	Iteration 22Q: 3 clusters Score -2.035161e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166840 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20351666.000000 Penalty: 5968.296387
	Iteration 23Q: 3 clusters Score -2.035167e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166867 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -20351690.000000 Penalty: 5968.296387
	Iteration 24Q: 3 clusters Score -2.035169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166900 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20351686.000000 Penalty: 5968.296387
	Iteration 25Q: 3 clusters Score -2.035169e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166923 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -20351700.000000 Penalty: 5968.296387
	Iteration 26Q: 3 clusters Score -2.03517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -20351732.000000 Penalty: 5968.296387
	Iteration 27Q: 3 clusters Score -2.035173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166980 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20351704.000000 Penalty: 5968.296387
	Iteration 28Q: 3 clusters Score -2.03517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166997 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -20351724.000000 Penalty: 5968.296387
	Iteration 29Q: 3 clusters Score -2.035172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167012 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20351730.000000 Penalty: 5968.296387
	Iteration 30Q: 3 clusters Score -2.035173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20351718.000000 Penalty: 5968.296387
	Iteration 31Q: 3 clusters Score -2.035172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20351740.000000 Penalty: 5968.296387
	Iteration 32Q: 3 clusters Score -2.035174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20351734.000000 Penalty: 5968.296387
	Iteration 33Q: 3 clusters Score -2.035173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167068 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -20351736.000000 Penalty: 5968.296387
	Iteration 34Q: 3 clusters Score -2.035174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20351736.000000 Penalty: 5968.296387
	Iteration 35Q: 3 clusters Score -2.035174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -20351748.000000 Penalty: 5968.296387
	Iteration 36Q: 3 clusters Score -2.035175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167080 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20351748.000000 Penalty: 5968.296387
	Iteration 37Q: 3 clusters Score -2.035175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20351732.000000 Penalty: 5968.296387
	Iteration 38Q: 3 clusters Score -2.035173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20351718.000000 Penalty: 5968.296387
	Iteration 39Q: 3 clusters Score -2.035172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20351742.000000 Penalty: 5968.296387
	Iteration 40F: 3 clusters Score -2.035174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20351742.000000 Penalty: 5968.296387
	Iteration 41Q: 3 clusters Score -2.035174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167091 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20351738.000000 Penalty: 5968.296387
	Iteration 42Q: 3 clusters Score -2.035174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167093 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -20351736.000000 Penalty: 5968.296387
	Iteration 43Q: 3 clusters Score -2.035174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20351742.000000 Penalty: 5968.296387
	Iteration 44Q: 3 clusters Score -2.035174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167097 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20351752.000000 Penalty: 5968.296387
	Iteration 45Q: 3 clusters Score -2.035175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167098 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -20351758.000000 Penalty: 5968.296387
	Iteration 46Q: 3 clusters Score -2.035176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167101 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -20351770.000000 Penalty: 5968.296387
	Iteration 47Q: 3 clusters Score -2.035177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -20351762.000000 Penalty: 5968.296387
	Iteration 48Q: 3 clusters Score -2.035176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -20351762.000000 Penalty: 5968.296387
	Iteration 49F: 3 clusters Score -2.035176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Entering Unmasked Estep 
Score: -8208580.500000 Penalty: 2760.071289
	Iteration 0F: 2 clusters Score -8208580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -8162936.000000 Penalty: 5520.142578
	Iteration 0F: 3 clusters Score -8162936 nChanged 31956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -8180801.000000 Penalty: 5520.142578
	Iteration 1F: 3 clusters Score -8180801 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -8181536.500000 Penalty: 5520.142578
	Iteration 2Q: 3 clusters Score -8181536 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -8182365.000000 Penalty: 5520.142578
	Iteration 3Q: 3 clusters Score -8182365 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -8183300.500000 Penalty: 5520.142578
	Iteration 4Q: 3 clusters Score -8183300 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -8184443.000000 Penalty: 5520.142578
	Iteration 5Q: 3 clusters Score -8184443 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -8185963.000000 Penalty: 5520.142578
	Iteration 6Q: 3 clusters Score -8185963 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8188096.500000 Penalty: 5520.142578
	Iteration 7F: 3 clusters Score -8188096 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8190946.000000 Penalty: 5520.142578
	Iteration 8F: 3 clusters Score -8190946 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -8194325.500000 Penalty: 5520.142578
	Iteration 9F: 3 clusters Score -8194326 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8197770.500000 Penalty: 5520.142578
	Iteration 10F: 3 clusters Score -8197770 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -8200667.500000 Penalty: 5520.142578
	Iteration 11F: 3 clusters Score -8200668 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -8202867.000000 Penalty: 5520.142578
	Iteration 12Q: 3 clusters Score -8202867 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8204214.500000 Penalty: 5520.142578
	Iteration 13Q: 3 clusters Score -8204214 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8204938.000000 Penalty: 5520.142578
	Iteration 14Q: 3 clusters Score -8204938 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8205328.500000 Penalty: 5520.142578
	Iteration 15Q: 3 clusters Score -8205328 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8205587.000000 Penalty: 5520.142578
	Iteration 16Q: 3 clusters Score -8205587 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8205766.000000 Penalty: 5520.142578
	Iteration 17Q: 3 clusters Score -8205766 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8205878.500000 Penalty: 5520.142578
	Iteration 18Q: 3 clusters Score -8205878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8205972.500000 Penalty: 5520.142578
	Iteration 19Q: 3 clusters Score -8205972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8206043.500000 Penalty: 5520.142578
	Iteration 20F: 3 clusters Score -8206044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8206101.000000 Penalty: 5520.142578
	Iteration 21Q: 3 clusters Score -8206101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8206138.000000 Penalty: 5520.142578
	Iteration 22Q: 3 clusters Score -8206138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8206166.000000 Penalty: 5520.142578
	Iteration 23Q: 3 clusters Score -8206166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8206185.500000 Penalty: 5520.142578
	Iteration 24Q: 3 clusters Score -8206186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8206202.000000 Penalty: 5520.142578
	Iteration 25Q: 3 clusters Score -8206202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8206214.500000 Penalty: 5520.142578
	Iteration 26Q: 3 clusters Score -8206214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8206238.500000 Penalty: 5520.142578
	Iteration 27Q: 3 clusters Score -8206238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8206246.500000 Penalty: 5520.142578
	Iteration 28Q: 3 clusters Score -8206246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8206259.500000 Penalty: 5520.142578
	Iteration 29Q: 3 clusters Score -8206260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8206270.500000 Penalty: 5520.142578
	Iteration 30Q: 3 clusters Score -8206270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8206279.500000 Penalty: 5520.142578
	Iteration 31Q: 3 clusters Score -8206280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8206285.500000 Penalty: 5520.142578
	Iteration 32Q: 3 clusters Score -8206286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8206283.000000 Penalty: 5520.142578
	Iteration 33Q: 3 clusters Score -8206283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8206291.500000 Penalty: 5520.142578
	Iteration 34Q: 3 clusters Score -8206292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8206291.000000 Penalty: 5520.142578
	Iteration 35Q: 3 clusters Score -8206291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8206296.500000 Penalty: 5520.142578
	Iteration 36Q: 3 clusters Score -8206296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8206298.000000 Penalty: 5520.142578
	Iteration 37Q: 3 clusters Score -8206298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8206293.000000 Penalty: 5520.142578
	Iteration 38Q: 3 clusters Score -8206293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8206293.500000 Penalty: 5520.142578
	Iteration 39Q: 3 clusters Score -8206294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8206293.500000 Penalty: 5520.142578
	Iteration 40F: 3 clusters Score -8206294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Entering Unmasked Estep 
Score: -2494826.000000 Penalty: 2480.208496
	Iteration 0F: 2 clusters Score -2494826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2479360.000000 Penalty: 4960.416992
	Iteration 0F: 3 clusters Score -2479360 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2484792.500000 Penalty: 4960.416992
	Iteration 1F: 3 clusters Score -2484792 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2485418.000000 Penalty: 4960.416992
	Iteration 2F: 3 clusters Score -2485418 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2486055.000000 Penalty: 4960.416992
	Iteration 3F: 3 clusters Score -2486055 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2486772.750000 Penalty: 4960.416992
	Iteration 4F: 3 clusters Score -2486773 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2487586.250000 Penalty: 4960.416992
	Iteration 5F: 3 clusters Score -2487586 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2488533.250000 Penalty: 4960.416992
	Iteration 6F: 3 clusters Score -2488533 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2489462.750000 Penalty: 4960.416992
	Iteration 7F: 3 clusters Score -2489463 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2490215.250000 Penalty: 4960.416992
	Iteration 8F: 3 clusters Score -2490215 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2490796.500000 Penalty: 4960.416992
	Iteration 9Q: 3 clusters Score -2490796 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2491219.000000 Penalty: 4960.416992
	Iteration 10Q: 3 clusters Score -2491219 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2491492.000000 Penalty: 4960.416992
	Iteration 11Q: 3 clusters Score -2491492 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2491660.000000 Penalty: 4960.416992
	Iteration 12Q: 3 clusters Score -2491660 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2491765.000000 Penalty: 4960.416992
	Iteration 13Q: 3 clusters Score -2491765 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2491830.500000 Penalty: 4960.416992
	Iteration 14Q: 3 clusters Score -2491830 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2491870.500000 Penalty: 4960.416992
	Iteration 15Q: 3 clusters Score -2491870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2491910.750000 Penalty: 4960.416992
	Iteration 16Q: 3 clusters Score -2491911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2491921.250000 Penalty: 4960.416992
	Iteration 17Q: 3 clusters Score -2491921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2491936.500000 Penalty: 4960.416992
	Iteration 18Q: 3 clusters Score -2491936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2491943.750000 Penalty: 4960.416992
	Iteration 19Q: 3 clusters Score -2491944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2491963.750000 Penalty: 4960.416992
	Iteration 20F: 3 clusters Score -2491964 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2491974.750000 Penalty: 4960.416992
	Iteration 21Q: 3 clusters Score -2491975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2491989.750000 Penalty: 4960.416992
	Iteration 22Q: 3 clusters Score -2491990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2491993.500000 Penalty: 4960.416992
	Iteration 23Q: 3 clusters Score -2491994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2492001.250000 Penalty: 4960.416992
	Iteration 24Q: 3 clusters Score -2492001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2492008.000000 Penalty: 4960.416992
	Iteration 25Q: 3 clusters Score -2492008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2492010.000000 Penalty: 4960.416992
	Iteration 26Q: 3 clusters Score -2492010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2492010.500000 Penalty: 4960.416992
	Iteration 27Q: 3 clusters Score -2492010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2492022.000000 Penalty: 4960.416992
	Iteration 28Q: 3 clusters Score -2492022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2492023.750000 Penalty: 4960.416992
	Iteration 29Q: 3 clusters Score -2492024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2492020.000000 Penalty: 4960.416992
	Iteration 30Q: 3 clusters Score -2492020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2492023.750000 Penalty: 4960.416992
	Iteration 31Q: 3 clusters Score -2492024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2492027.000000 Penalty: 4960.416992
	Iteration 32Q: 3 clusters Score -2492027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2492031.250000 Penalty: 4960.416992
	Iteration 33Q: 3 clusters Score -2492031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2492033.500000 Penalty: 4960.416992
	Iteration 34Q: 3 clusters Score -2492034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2492031.000000 Penalty: 4960.416992
	Iteration 35Q: 3 clusters Score -2492031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2492035.000000 Penalty: 4960.416992
	Iteration 36Q: 3 clusters Score -2492035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2492033.750000 Penalty: 4960.416992
	Iteration 37Q: 3 clusters Score -2492034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2492038.250000 Penalty: 4960.416992
	Iteration 38Q: 3 clusters Score -2492038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2492039.500000 Penalty: 4960.416992
	Iteration 39Q: 3 clusters Score -2492040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2492042.250000 Penalty: 4960.416992
	Iteration 40F: 3 clusters Score -2492042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2492044.500000 Penalty: 4960.416992
	Iteration 41Q: 3 clusters Score -2492044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2492043.000000 Penalty: 4960.416992
	Iteration 42Q: 3 clusters Score -2492043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2492044.250000 Penalty: 4960.416992
	Iteration 43Q: 3 clusters Score -2492044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2492042.750000 Penalty: 4960.416992
	Iteration 44Q: 3 clusters Score -2492043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2492048.000000 Penalty: 4960.416992
	Iteration 45Q: 3 clusters Score -2492048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2492048.500000 Penalty: 4960.416992
	Iteration 46Q: 3 clusters Score -2492048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2492048.000000 Penalty: 4960.416992
	Iteration 47Q: 3 clusters Score -2492048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2492047.000000 Penalty: 4960.416992
	Iteration 48Q: 3 clusters Score -2492047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2492047.750000 Penalty: 4960.416992
	Iteration 49Q: 3 clusters Score -2492048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2492047.250000 Penalty: 4960.416992
	Iteration 50Q: 3 clusters Score -2492047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2492047.500000 Penalty: 4960.416992
	Iteration 51Q: 3 clusters Score -2492048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2492048.500000 Penalty: 4960.416992
	Iteration 52Q: 3 clusters Score -2492048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2492048.000000 Penalty: 4960.416992
	Iteration 53Q: 3 clusters Score -2492048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2492049.750000 Penalty: 4960.416992
	Iteration 54Q: 3 clusters Score -2492050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2492050.000000 Penalty: 4960.416992
	Iteration 55Q: 3 clusters Score -2492050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2492047.500000 Penalty: 4960.416992
	Iteration 56Q: 3 clusters Score -2492048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2492045.250000 Penalty: 4960.416992
	Iteration 57Q: 3 clusters Score -2492045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2492046.500000 Penalty: 4960.416992
	Iteration 58Q: 3 clusters Score -2492046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2492047.750000 Penalty: 4960.416992
	Iteration 59Q: 3 clusters Score -2492048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2492051.250000 Penalty: 4960.416992
	Iteration 60F: 3 clusters Score -2492051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2492049.000000 Penalty: 4960.416992
	Iteration 61Q: 3 clusters Score -2492049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2492050.750000 Penalty: 4960.416992
	Iteration 62Q: 3 clusters Score -2492051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2492047.000000 Penalty: 4960.416992
	Iteration 63Q: 3 clusters Score -2492047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2492047.000000 Penalty: 4960.416992
	Iteration 64F: 3 clusters Score -2492047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -393128.906250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -393128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -389497.500000 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -389497.5 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -390316.312500 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -390316.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -390534.062500 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -390534.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -390676.468750 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -390676.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -390784.812500 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -390784.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -390890.562500 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -390890.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -390998.718750 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -390998.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -391110.281250 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -391110.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391191.812500 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -391191.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -391259.000000 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -391259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -391326.593750 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -391326.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -391373.531250 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -391373.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -391417.062500 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -391417.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -391454.750000 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -391454.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -391485.156250 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -391485.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -391510.250000 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -391510.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -391535.937500 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -391535.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -391556.031250 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -391556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -391567.437500 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -391567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -391576.093750 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -391576.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -391587.718750 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -391587.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -391595.218750 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -391595.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -391604.437500 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -391604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -391611.531250 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -391611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -391613.250000 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -391613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -391619.343750 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -391619.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -391626.750000 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -391626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -391628.500000 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -391628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -391629.937500 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -391629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -391631.375000 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -391631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -391632.437500 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -391632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -391633.343750 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -391633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -391633.312500 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -391633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -391633.312500 Penalty: 4064.200439
	Iteration 33F: 3 clusters Score -391633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -91083.546875 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -91083.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89264.273438 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -89264.27 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89525.382812 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -89525.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89602.421875 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -89602.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89639.953125 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -89639.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89660.257812 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -89660.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89679.960938 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -89679.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89718.757812 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -89718.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89751.515625 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -89751.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89774.523438 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -89774.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89804.992188 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -89804.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89861.085938 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -89861.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90022.000000 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -90022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90111.304688 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -90111.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90146.000000 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -90146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90175.648438 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -90175.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90209.648438 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -90209.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90235.304688 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -90235.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90253.710938 Penalty: 3340.357422
	Iteration 17Q: 3 clusters Score -90253.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90265.843750 Penalty: 3340.357422
	Iteration 18Q: 3 clusters Score -90265.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90274.531250 Penalty: 3340.357422
	Iteration 19Q: 3 clusters Score -90274.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90279.343750 Penalty: 3340.357422
	Iteration 20F: 3 clusters Score -90279.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90283.664062 Penalty: 3340.357422
	Iteration 21Q: 3 clusters Score -90283.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90284.789062 Penalty: 3340.357422
	Iteration 22Q: 3 clusters Score -90284.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90285.992188 Penalty: 3340.357422
	Iteration 23Q: 3 clusters Score -90285.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90290.750000 Penalty: 3340.357422
	Iteration 24Q: 3 clusters Score -90290.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90293.828125 Penalty: 3340.357422
	Iteration 25Q: 3 clusters Score -90293.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90294.531250 Penalty: 3340.357422
	Iteration 26Q: 3 clusters Score -90294.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90298.789062 Penalty: 3340.357422
	Iteration 27Q: 3 clusters Score -90298.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90301.585938 Penalty: 3340.357422
	Iteration 28Q: 3 clusters Score -90301.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90303.703125 Penalty: 3340.357422
	Iteration 29Q: 3 clusters Score -90303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90305.359375 Penalty: 3340.357422
	Iteration 30Q: 3 clusters Score -90305.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90306.085938 Penalty: 3340.357422
	Iteration 31Q: 3 clusters Score -90306.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90306.085938 Penalty: 3340.357422
	Iteration 32F: 3 clusters Score -90306.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Entering Unmasked Estep 
Score: -9530839.000000 Penalty: 2801.084229
	Iteration 0F: 2 clusters Score -9530839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -9477273.000000 Penalty: 5602.168457
	Iteration 0F: 3 clusters Score -9477273 nChanged 37759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -9498420.000000 Penalty: 5602.168457
	Iteration 1F: 3 clusters Score -9498420 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9499703.000000 Penalty: 5602.168457
	Iteration 2Q: 3 clusters Score -9499703 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -9501440.000000 Penalty: 5602.168457
	Iteration 3F: 3 clusters Score -9501440 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -9503791.000000 Penalty: 5602.168457
	Iteration 4F: 3 clusters Score -9503791 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -9506789.000000 Penalty: 5602.168457
	Iteration 5F: 3 clusters Score -9506789 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -9510112.000000 Penalty: 5602.168457
	Iteration 6F: 3 clusters Score -9510112 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -9513186.000000 Penalty: 5602.168457
	Iteration 7F: 3 clusters Score -9513186 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -9515742.000000 Penalty: 5602.168457
	Iteration 8F: 3 clusters Score -9515742 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -9517957.000000 Penalty: 5602.168457
	Iteration 9Q: 3 clusters Score -9517957 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -9519982.000000 Penalty: 5602.168457
	Iteration 10Q: 3 clusters Score -9519982 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -9521926.000000 Penalty: 5602.168457
	Iteration 11Q: 3 clusters Score -9521926 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -9523668.000000 Penalty: 5602.168457
	Iteration 12Q: 3 clusters Score -9523668 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -9525169.000000 Penalty: 5602.168457
	Iteration 13Q: 3 clusters Score -9525169 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -9526389.000000 Penalty: 5602.168457
	Iteration 14Q: 3 clusters Score -9526389 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9527231.000000 Penalty: 5602.168457
	Iteration 15Q: 3 clusters Score -9527231 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9527728.000000 Penalty: 5602.168457
	Iteration 16Q: 3 clusters Score -9527728 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9528100.000000 Penalty: 5602.168457
	Iteration 17Q: 3 clusters Score -9528100 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9528275.000000 Penalty: 5602.168457
	Iteration 18Q: 3 clusters Score -9528275 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9528400.000000 Penalty: 5602.168457
	Iteration 19Q: 3 clusters Score -9528400 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9528512.000000 Penalty: 5602.168457
	Iteration 20F: 3 clusters Score -9528512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9528570.000000 Penalty: 5602.168457
	Iteration 21Q: 3 clusters Score -9528570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9528617.000000 Penalty: 5602.168457
	Iteration 22Q: 3 clusters Score -9528617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9528652.000000 Penalty: 5602.168457
	Iteration 23Q: 3 clusters Score -9528652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9528675.000000 Penalty: 5602.168457
	Iteration 24Q: 3 clusters Score -9528675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9528714.000000 Penalty: 5602.168457
	Iteration 25Q: 3 clusters Score -9528714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9528731.000000 Penalty: 5602.168457
	Iteration 26Q: 3 clusters Score -9528731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9528756.000000 Penalty: 5602.168457
	Iteration 27Q: 3 clusters Score -9528756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9528773.000000 Penalty: 5602.168457
	Iteration 28Q: 3 clusters Score -9528773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9528780.000000 Penalty: 5602.168457
	Iteration 29Q: 3 clusters Score -9528780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9528787.000000 Penalty: 5602.168457
	Iteration 30Q: 3 clusters Score -9528787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9528800.000000 Penalty: 5602.168457
	Iteration 31Q: 3 clusters Score -9528800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9528816.000000 Penalty: 5602.168457
	Iteration 32Q: 3 clusters Score -9528816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9528820.000000 Penalty: 5602.168457
	Iteration 33Q: 3 clusters Score -9528820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9528808.000000 Penalty: 5602.168457
	Iteration 34Q: 3 clusters Score -9528808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9528812.000000 Penalty: 5602.168457
	Iteration 35Q: 3 clusters Score -9528812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9528809.000000 Penalty: 5602.168457
	Iteration 36Q: 3 clusters Score -9528809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9528811.000000 Penalty: 5602.168457
	Iteration 37Q: 3 clusters Score -9528811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9528813.000000 Penalty: 5602.168457
	Iteration 38Q: 3 clusters Score -9528813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9528811.000000 Penalty: 5602.168457
	Iteration 39Q: 3 clusters Score -9528811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9528818.000000 Penalty: 5602.168457
	Iteration 40F: 3 clusters Score -9528818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9528815.000000 Penalty: 5602.168457
	Iteration 41Q: 3 clusters Score -9528815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9528810.000000 Penalty: 5602.168457
	Iteration 42Q: 3 clusters Score -9528810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9528826.000000 Penalty: 5602.168457
	Iteration 43Q: 3 clusters Score -9528826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9528818.000000 Penalty: 5602.168457
	Iteration 44Q: 3 clusters Score -9528818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9528826.000000 Penalty: 5602.168457
	Iteration 45Q: 3 clusters Score -9528826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9528828.000000 Penalty: 5602.168457
	Iteration 46Q: 3 clusters Score -9528828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9528830.000000 Penalty: 5602.168457
	Iteration 47Q: 3 clusters Score -9528830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9528838.000000 Penalty: 5602.168457
	Iteration 48Q: 3 clusters Score -9528838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9528839.000000 Penalty: 5602.168457
	Iteration 49Q: 3 clusters Score -9528839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9528842.000000 Penalty: 5602.168457
	Iteration 50Q: 3 clusters Score -9528842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9528849.000000 Penalty: 5602.168457
	Iteration 51Q: 3 clusters Score -9528849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9528849.000000 Penalty: 5602.168457
	Iteration 52F: 3 clusters Score -9528849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -945146.500000 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -945146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -938266.937500 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -938266.9 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -940357.312500 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -940357.3 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -940906.625000 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -940906.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -941339.937500 Penalty: 4499.653809
	Iteration 3F: 3 clusters Score -941339.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -941682.562500 Penalty: 4499.653809
	Iteration 4F: 3 clusters Score -941682.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -941940.687500 Penalty: 4499.653809
	Iteration 5F: 3 clusters Score -941940.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -942148.125000 Penalty: 4499.653809
	Iteration 6Q: 3 clusters Score -942148.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -942346.250000 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -942346.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -942556.937500 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -942556.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -942726.875000 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -942726.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -942857.312500 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -942857.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -942975.187500 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -942975.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -943099.500000 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -943099.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -943206.375000 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -943206.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -943300.000000 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -943300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -943381.125000 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -943381.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -943454.375000 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -943454.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -943502.062500 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -943502.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -943534.000000 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -943534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -943553.812500 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -943553.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -943572.187500 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -943572.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -943590.687500 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -943590.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -943602.750000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -943602.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -943614.250000 Penalty: 4499.653809
	Iteration 23Q: 3 clusters Score -943614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -943620.312500 Penalty: 4499.653809
	Iteration 24Q: 3 clusters Score -943620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -943626.250000 Penalty: 4499.653809
	Iteration 25Q: 3 clusters Score -943626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -943628.500000 Penalty: 4499.653809
	Iteration 26Q: 3 clusters Score -943628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -943630.312500 Penalty: 4499.653809
	Iteration 27Q: 3 clusters Score -943630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -943631.562500 Penalty: 4499.653809
	Iteration 28Q: 3 clusters Score -943631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -943634.562500 Penalty: 4499.653809
	Iteration 29Q: 3 clusters Score -943634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -943639.312500 Penalty: 4499.653809
	Iteration 30Q: 3 clusters Score -943639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -943639.312500 Penalty: 4499.653809
	Iteration 31F: 3 clusters Score -943639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -363974.500000 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -363974.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -360537.062500 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -360537.1 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -361273.000000 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -361273 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -361454.968750 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -361455 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -361540.937500 Penalty: 4006.413574
	Iteration 3Q: 3 clusters Score -361540.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -361589.375000 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -361589.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -361625.281250 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -361625.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -361655.875000 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -361655.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -361678.843750 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -361678.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -361694.343750 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -361694.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -361704.093750 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -361704.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -361708.718750 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -361708.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -361715.062500 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -361715.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -361721.687500 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -361721.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -361728.156250 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -361728.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -361733.343750 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -361733.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -361740.250000 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -361740.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -361748.437500 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -361748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -361751.593750 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -361751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -361758.250000 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -361758.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -361767.312500 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -361767.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -361775.906250 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -361775.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -361779.750000 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -361779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -361785.187500 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -361785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -361788.187500 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -361788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -361789.875000 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -361789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -361790.281250 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -361790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -361790.906250 Penalty: 4006.413574
	Iteration 26Q: 3 clusters Score -361790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -361791.687500 Penalty: 4006.413574
	Iteration 27Q: 3 clusters Score -361791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -361792.406250 Penalty: 4006.413574
	Iteration 28Q: 3 clusters Score -361792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -361793.593750 Penalty: 4006.413574
	Iteration 29Q: 3 clusters Score -361793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -361794.343750 Penalty: 4006.413574
	Iteration 30Q: 3 clusters Score -361794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -361795.156250 Penalty: 4006.413574
	Iteration 31Q: 3 clusters Score -361795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -361795.500000 Penalty: 4006.413574
	Iteration 32Q: 3 clusters Score -361795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -361796.656250 Penalty: 4006.413574
	Iteration 33Q: 3 clusters Score -361796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -361797.218750 Penalty: 4006.413574
	Iteration 34Q: 3 clusters Score -361797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -361797.281250 Penalty: 4006.413574
	Iteration 35Q: 3 clusters Score -361797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -361797.343750 Penalty: 4006.413574
	Iteration 36Q: 3 clusters Score -361797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -361797.750000 Penalty: 4006.413574
	Iteration 37Q: 3 clusters Score -361797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361797.656250 Penalty: 4006.413574
	Iteration 38Q: 3 clusters Score -361797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -361797.812500 Penalty: 4006.413574
	Iteration 39Q: 3 clusters Score -361797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -361798.750000 Penalty: 4006.413574
	Iteration 40F: 3 clusters Score -361798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -361798.312500 Penalty: 4006.413574
	Iteration 41Q: 3 clusters Score -361798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -361798.312500 Penalty: 4006.413574
	Iteration 42F: 3 clusters Score -361798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Entering Unmasked Estep 
Score: -3185154.250000 Penalty: 2535.734863
	Iteration 0F: 2 clusters Score -3185154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3166165.250000 Penalty: 5071.469727
	Iteration 0F: 3 clusters Score -3166165 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3173102.750000 Penalty: 5071.469727
	Iteration 1F: 3 clusters Score -3173103 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3173616.750000 Penalty: 5071.469727
	Iteration 2F: 3 clusters Score -3173617 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3174080.250000 Penalty: 5071.469727
	Iteration 3Q: 3 clusters Score -3174080 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3174526.500000 Penalty: 5071.469727
	Iteration 4Q: 3 clusters Score -3174526 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3175012.500000 Penalty: 5071.469727
	Iteration 5Q: 3 clusters Score -3175012 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3175525.750000 Penalty: 5071.469727
	Iteration 6Q: 3 clusters Score -3175526 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3176133.750000 Penalty: 5071.469727
	Iteration 7Q: 3 clusters Score -3176134 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3176794.250000 Penalty: 5071.469727
	Iteration 8Q: 3 clusters Score -3176794 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3177541.250000 Penalty: 5071.469727
	Iteration 9Q: 3 clusters Score -3177541 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3178266.500000 Penalty: 5071.469727
	Iteration 10Q: 3 clusters Score -3178266 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3178900.250000 Penalty: 5071.469727
	Iteration 11Q: 3 clusters Score -3178900 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3179452.250000 Penalty: 5071.469727
	Iteration 12Q: 3 clusters Score -3179452 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3180033.500000 Penalty: 5071.469727
	Iteration 13Q: 3 clusters Score -3180034 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3180748.750000 Penalty: 5071.469727
	Iteration 14Q: 3 clusters Score -3180749 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3181520.000000 Penalty: 5071.469727
	Iteration 15Q: 3 clusters Score -3181520 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3181994.000000 Penalty: 5071.469727
	Iteration 16Q: 3 clusters Score -3181994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3182253.500000 Penalty: 5071.469727
	Iteration 17Q: 3 clusters Score -3182254 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3182430.000000 Penalty: 5071.469727
	Iteration 18Q: 3 clusters Score -3182430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3182540.500000 Penalty: 5071.469727
	Iteration 19Q: 3 clusters Score -3182540 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3182614.750000 Penalty: 5071.469727
	Iteration 20F: 3 clusters Score -3182615 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3182683.500000 Penalty: 5071.469727
	Iteration 21Q: 3 clusters Score -3182684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3182710.000000 Penalty: 5071.469727
	Iteration 22Q: 3 clusters Score -3182710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3182746.250000 Penalty: 5071.469727
	Iteration 23Q: 3 clusters Score -3182746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3182763.750000 Penalty: 5071.469727
	Iteration 24Q: 3 clusters Score -3182764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3182780.500000 Penalty: 5071.469727
	Iteration 25Q: 3 clusters Score -3182780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3182808.250000 Penalty: 5071.469727
	Iteration 26Q: 3 clusters Score -3182808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3182816.250000 Penalty: 5071.469727
	Iteration 27Q: 3 clusters Score -3182816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3182829.250000 Penalty: 5071.469727
	Iteration 28Q: 3 clusters Score -3182829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3182839.750000 Penalty: 5071.469727
	Iteration 29Q: 3 clusters Score -3182840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3182840.750000 Penalty: 5071.469727
	Iteration 30Q: 3 clusters Score -3182841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3182843.250000 Penalty: 5071.469727
	Iteration 31Q: 3 clusters Score -3182843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3182846.000000 Penalty: 5071.469727
	Iteration 32Q: 3 clusters Score -3182846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3182852.250000 Penalty: 5071.469727
	Iteration 33Q: 3 clusters Score -3182852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3182850.000000 Penalty: 5071.469727
	Iteration 34Q: 3 clusters Score -3182850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3182852.500000 Penalty: 5071.469727
	Iteration 35Q: 3 clusters Score -3182852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3182855.000000 Penalty: 5071.469727
	Iteration 36Q: 3 clusters Score -3182855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3182857.250000 Penalty: 5071.469727
	Iteration 37Q: 3 clusters Score -3182857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3182857.500000 Penalty: 5071.469727
	Iteration 38Q: 3 clusters Score -3182858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3182857.750000 Penalty: 5071.469727
	Iteration 39Q: 3 clusters Score -3182858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3182864.000000 Penalty: 5071.469727
	Iteration 40F: 3 clusters Score -3182864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3182863.000000 Penalty: 5071.469727
	Iteration 41Q: 3 clusters Score -3182863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3182868.000000 Penalty: 5071.469727
	Iteration 42Q: 3 clusters Score -3182868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3182868.250000 Penalty: 5071.469727
	Iteration 43Q: 3 clusters Score -3182868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3182865.250000 Penalty: 5071.469727
	Iteration 44Q: 3 clusters Score -3182865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3182864.500000 Penalty: 5071.469727
	Iteration 45Q: 3 clusters Score -3182864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3182866.750000 Penalty: 5071.469727
	Iteration 46Q: 3 clusters Score -3182867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3182861.250000 Penalty: 5071.469727
	Iteration 47Q: 3 clusters Score -3182861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3182864.750000 Penalty: 5071.469727
	Iteration 48Q: 3 clusters Score -3182865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3182864.250000 Penalty: 5071.469727
	Iteration 49Q: 3 clusters Score -3182864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3182866.500000 Penalty: 5071.469727
	Iteration 50Q: 3 clusters Score -3182866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3182873.250000 Penalty: 5071.469727
	Iteration 51Q: 3 clusters Score -3182873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3182875.250000 Penalty: 5071.469727
	Iteration 52Q: 3 clusters Score -3182875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3182878.000000 Penalty: 5071.469727
	Iteration 53Q: 3 clusters Score -3182878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3182876.750000 Penalty: 5071.469727
	Iteration 54Q: 3 clusters Score -3182877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3182880.250000 Penalty: 5071.469727
	Iteration 55Q: 3 clusters Score -3182880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3182880.750000 Penalty: 5071.469727
	Iteration 56Q: 3 clusters Score -3182881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3182882.250000 Penalty: 5071.469727
	Iteration 57Q: 3 clusters Score -3182882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3182882.250000 Penalty: 5071.469727
	Iteration 58F: 3 clusters Score -3182882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Entering Unmasked Estep 
Score: -7224117.000000 Penalty: 2733.306152
	Iteration 0F: 2 clusters Score -7224117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -7182988.000000 Penalty: 5466.612305
	Iteration 0F: 3 clusters Score -7182988 nChanged 28301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -7198875.500000 Penalty: 5466.612305
	Iteration 1F: 3 clusters Score -7198876 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -7199539.000000 Penalty: 5466.612305
	Iteration 2Q: 3 clusters Score -7199539 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -7200485.500000 Penalty: 5466.612305
	Iteration 3Q: 3 clusters Score -7200486 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -7201936.000000 Penalty: 5466.612305
	Iteration 4Q: 3 clusters Score -7201936 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -7204336.500000 Penalty: 5466.612305
	Iteration 5F: 3 clusters Score -7204336 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -7207861.500000 Penalty: 5466.612305
	Iteration 6F: 3 clusters Score -7207862 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -7212321.000000 Penalty: 5466.612305
	Iteration 7F: 3 clusters Score -7212321 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -7216640.000000 Penalty: 5466.612305
	Iteration 8F: 3 clusters Score -7216640 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -7220065.000000 Penalty: 5466.612305
	Iteration 9Q: 3 clusters Score -7220065 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -7221416.500000 Penalty: 5466.612305
	Iteration 10Q: 3 clusters Score -7221416 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -7221824.500000 Penalty: 5466.612305
	Iteration 11Q: 3 clusters Score -7221824 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -7221950.000000 Penalty: 5466.612305
	Iteration 12Q: 3 clusters Score -7221950 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -7222020.000000 Penalty: 5466.612305
	Iteration 13Q: 3 clusters Score -7222020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -7222068.000000 Penalty: 5466.612305
	Iteration 14Q: 3 clusters Score -7222068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -7222104.500000 Penalty: 5466.612305
	Iteration 15Q: 3 clusters Score -7222104 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -7222126.000000 Penalty: 5466.612305
	Iteration 16Q: 3 clusters Score -7222126 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -7222157.000000 Penalty: 5466.612305
	Iteration 17Q: 3 clusters Score -7222157 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -7222182.000000 Penalty: 5466.612305
	Iteration 18Q: 3 clusters Score -7222182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -7222186.000000 Penalty: 5466.612305
	Iteration 19Q: 3 clusters Score -7222186 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -7222221.000000 Penalty: 5466.612305
	Iteration 20F: 3 clusters Score -7222221 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -7222237.500000 Penalty: 5466.612305
	Iteration 21Q: 3 clusters Score -7222238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -7222252.000000 Penalty: 5466.612305
	Iteration 22Q: 3 clusters Score -7222252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -7222283.000000 Penalty: 5466.612305
	Iteration 23Q: 3 clusters Score -7222283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -7222298.000000 Penalty: 5466.612305
	Iteration 24Q: 3 clusters Score -7222298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7222312.000000 Penalty: 5466.612305
	Iteration 25Q: 3 clusters Score -7222312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -7222305.000000 Penalty: 5466.612305
	Iteration 26Q: 3 clusters Score -7222305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -7222299.000000 Penalty: 5466.612305
	Iteration 27Q: 3 clusters Score -7222299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -7222292.000000 Penalty: 5466.612305
	Iteration 28Q: 3 clusters Score -7222292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7222312.500000 Penalty: 5466.612305
	Iteration 29Q: 3 clusters Score -7222312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -7222330.000000 Penalty: 5466.612305
	Iteration 30Q: 3 clusters Score -7222330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -7222360.000000 Penalty: 5466.612305
	Iteration 31Q: 3 clusters Score -7222360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7222343.000000 Penalty: 5466.612305
	Iteration 32Q: 3 clusters Score -7222343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -7222347.500000 Penalty: 5466.612305
	Iteration 33Q: 3 clusters Score -7222348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7222363.000000 Penalty: 5466.612305
	Iteration 34Q: 3 clusters Score -7222363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -7222367.000000 Penalty: 5466.612305
	Iteration 35Q: 3 clusters Score -7222367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -7222361.000000 Penalty: 5466.612305
	Iteration 36Q: 3 clusters Score -7222361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -7222372.000000 Penalty: 5466.612305
	Iteration 37Q: 3 clusters Score -7222372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7222369.000000 Penalty: 5466.612305
	Iteration 38Q: 3 clusters Score -7222369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -7222378.000000 Penalty: 5466.612305
	Iteration 39Q: 3 clusters Score -7222378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -7222377.500000 Penalty: 5466.612305
	Iteration 40F: 3 clusters Score -7222378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -7222384.500000 Penalty: 5466.612305
	Iteration 41Q: 3 clusters Score -7222384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -7222391.500000 Penalty: 5466.612305
	Iteration 42Q: 3 clusters Score -7222392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -7222391.000000 Penalty: 5466.612305
	Iteration 43Q: 3 clusters Score -7222391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7222380.500000 Penalty: 5466.612305
	Iteration 44Q: 3 clusters Score -7222380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -7222387.000000 Penalty: 5466.612305
	Iteration 45Q: 3 clusters Score -7222387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -7222395.500000 Penalty: 5466.612305
	Iteration 46Q: 3 clusters Score -7222396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -7222401.500000 Penalty: 5466.612305
	Iteration 47Q: 3 clusters Score -7222402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7222387.000000 Penalty: 5466.612305
	Iteration 48Q: 3 clusters Score -7222387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -7222389.000000 Penalty: 5466.612305
	Iteration 49Q: 3 clusters Score -7222389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -7222383.500000 Penalty: 5466.612305
	Iteration 50Q: 3 clusters Score -7222384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7222378.500000 Penalty: 5466.612305
	Iteration 51Q: 3 clusters Score -7222378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7222372.000000 Penalty: 5466.612305
	Iteration 52Q: 3 clusters Score -7222372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -7222375.500000 Penalty: 5466.612305
	Iteration 53Q: 3 clusters Score -7222376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -7222374.000000 Penalty: 5466.612305
	Iteration 54Q: 3 clusters Score -7222374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7222384.000000 Penalty: 5466.612305
	Iteration 55Q: 3 clusters Score -7222384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -7222377.000000 Penalty: 5466.612305
	Iteration 56Q: 3 clusters Score -7222377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -7222375.000000 Penalty: 5466.612305
	Iteration 57Q: 3 clusters Score -7222375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7222369.500000 Penalty: 5466.612305
	Iteration 58Q: 3 clusters Score -7222370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -7222381.500000 Penalty: 5466.612305
	Iteration 59Q: 3 clusters Score -7222382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7222378.000000 Penalty: 5466.612305
	Iteration 60F: 3 clusters Score -7222378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -7222378.000000 Penalty: 5466.612305
	Iteration 61Q: 3 clusters Score -7222378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -7222374.500000 Penalty: 5466.612305
	Iteration 62Q: 3 clusters Score -7222374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -7222371.500000 Penalty: 5466.612305
	Iteration 63Q: 3 clusters Score -7222372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -7222368.000000 Penalty: 5466.612305
	Iteration 64Q: 3 clusters Score -7222368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -7222363.500000 Penalty: 5466.612305
	Iteration 65Q: 3 clusters Score -7222364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -7222365.500000 Penalty: 5466.612305
	Iteration 66Q: 3 clusters Score -7222366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -7222368.000000 Penalty: 5466.612305
	Iteration 67Q: 3 clusters Score -7222368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -7222365.000000 Penalty: 5466.612305
	Iteration 68Q: 3 clusters Score -7222365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -7222365.000000 Penalty: 5466.612305
	Iteration 69F: 3 clusters Score -7222365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Entering Unmasked Estep 
Score: -3761669.500000 Penalty: 2584.578125
	Iteration 0F: 2 clusters Score -3761670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3738831.750000 Penalty: 5169.156250
	Iteration 0F: 3 clusters Score -3738832 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3747142.750000 Penalty: 5169.156250
	Iteration 1F: 3 clusters Score -3747143 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3748116.750000 Penalty: 5169.156250
	Iteration 2F: 3 clusters Score -3748117 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3749262.250000 Penalty: 5169.156250
	Iteration 3F: 3 clusters Score -3749262 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3750765.500000 Penalty: 5169.156250
	Iteration 4F: 3 clusters Score -3750766 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3752493.500000 Penalty: 5169.156250
	Iteration 5F: 3 clusters Score -3752494 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3754331.250000 Penalty: 5169.156250
	Iteration 6F: 3 clusters Score -3754331 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3755872.250000 Penalty: 5169.156250
	Iteration 7F: 3 clusters Score -3755872 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3756980.250000 Penalty: 5169.156250
	Iteration 8F: 3 clusters Score -3756980 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3757714.000000 Penalty: 5169.156250
	Iteration 9Q: 3 clusters Score -3757714 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3758191.000000 Penalty: 5169.156250
	Iteration 10Q: 3 clusters Score -3758191 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3758478.000000 Penalty: 5169.156250
	Iteration 11Q: 3 clusters Score -3758478 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3758704.500000 Penalty: 5169.156250
	Iteration 12Q: 3 clusters Score -3758704 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3758866.500000 Penalty: 5169.156250
	Iteration 13Q: 3 clusters Score -3758866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3758966.750000 Penalty: 5169.156250
	Iteration 14Q: 3 clusters Score -3758967 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3759089.250000 Penalty: 5169.156250
	Iteration 15Q: 3 clusters Score -3759089 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3759173.750000 Penalty: 5169.156250
	Iteration 16Q: 3 clusters Score -3759174 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3759267.750000 Penalty: 5169.156250
	Iteration 17Q: 3 clusters Score -3759268 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3759345.750000 Penalty: 5169.156250
	Iteration 18Q: 3 clusters Score -3759346 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3759419.000000 Penalty: 5169.156250
	Iteration 19Q: 3 clusters Score -3759419 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3759479.250000 Penalty: 5169.156250
	Iteration 20F: 3 clusters Score -3759479 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3759562.000000 Penalty: 5169.156250
	Iteration 21Q: 3 clusters Score -3759562 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3759606.250000 Penalty: 5169.156250
	Iteration 22Q: 3 clusters Score -3759606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3759657.250000 Penalty: 5169.156250
	Iteration 23Q: 3 clusters Score -3759657 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3759740.000000 Penalty: 5169.156250
	Iteration 24Q: 3 clusters Score -3759740 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3759775.250000 Penalty: 5169.156250
	Iteration 25Q: 3 clusters Score -3759775 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3759803.500000 Penalty: 5169.156250
	Iteration 26Q: 3 clusters Score -3759804 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3759854.750000 Penalty: 5169.156250
	Iteration 27Q: 3 clusters Score -3759855 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3759881.500000 Penalty: 5169.156250
	Iteration 28Q: 3 clusters Score -3759882 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3759913.750000 Penalty: 5169.156250
	Iteration 29Q: 3 clusters Score -3759914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3759932.000000 Penalty: 5169.156250
	Iteration 30Q: 3 clusters Score -3759932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3759967.750000 Penalty: 5169.156250
	Iteration 31Q: 3 clusters Score -3759968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3759983.250000 Penalty: 5169.156250
	Iteration 32Q: 3 clusters Score -3759983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3759994.250000 Penalty: 5169.156250
	Iteration 33Q: 3 clusters Score -3759994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3760014.000000 Penalty: 5169.156250
	Iteration 34Q: 3 clusters Score -3760014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3760010.000000 Penalty: 5169.156250
	Iteration 35Q: 3 clusters Score -3760010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3760032.500000 Penalty: 5169.156250
	Iteration 36Q: 3 clusters Score -3760032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3760049.250000 Penalty: 5169.156250
	Iteration 37Q: 3 clusters Score -3760049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3760051.750000 Penalty: 5169.156250
	Iteration 38Q: 3 clusters Score -3760052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3760052.250000 Penalty: 5169.156250
	Iteration 39Q: 3 clusters Score -3760052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3760058.000000 Penalty: 5169.156250
	Iteration 40F: 3 clusters Score -3760058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3760064.500000 Penalty: 5169.156250
	Iteration 41Q: 3 clusters Score -3760064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3760072.750000 Penalty: 5169.156250
	Iteration 42Q: 3 clusters Score -3760073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3760081.750000 Penalty: 5169.156250
	Iteration 43Q: 3 clusters Score -3760082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3760086.000000 Penalty: 5169.156250
	Iteration 44Q: 3 clusters Score -3760086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3760084.250000 Penalty: 5169.156250
	Iteration 45Q: 3 clusters Score -3760084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3760087.500000 Penalty: 5169.156250
	Iteration 46Q: 3 clusters Score -3760088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3760096.000000 Penalty: 5169.156250
	Iteration 47Q: 3 clusters Score -3760096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3760090.000000 Penalty: 5169.156250
	Iteration 48Q: 3 clusters Score -3760090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3760086.500000 Penalty: 5169.156250
	Iteration 49Q: 3 clusters Score -3760086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3760088.000000 Penalty: 5169.156250
	Iteration 50Q: 3 clusters Score -3760088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3760085.500000 Penalty: 5169.156250
	Iteration 51Q: 3 clusters Score -3760086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3760096.250000 Penalty: 5169.156250
	Iteration 52Q: 3 clusters Score -3760096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3760098.500000 Penalty: 5169.156250
	Iteration 53Q: 3 clusters Score -3760098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3760101.750000 Penalty: 5169.156250
	Iteration 54Q: 3 clusters Score -3760102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3760103.000000 Penalty: 5169.156250
	Iteration 55Q: 3 clusters Score -3760103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3760107.000000 Penalty: 5169.156250
	Iteration 56Q: 3 clusters Score -3760107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3760109.750000 Penalty: 5169.156250
	Iteration 57Q: 3 clusters Score -3760110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3760111.750000 Penalty: 5169.156250
	Iteration 58Q: 3 clusters Score -3760112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3760110.500000 Penalty: 5169.156250
	Iteration 59Q: 3 clusters Score -3760110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3760109.500000 Penalty: 5169.156250
	Iteration 60F: 3 clusters Score -3760110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3760105.250000 Penalty: 5169.156250
	Iteration 61Q: 3 clusters Score -3760105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3760103.750000 Penalty: 5169.156250
	Iteration 62Q: 3 clusters Score -3760104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3760109.500000 Penalty: 5169.156250
	Iteration 63Q: 3 clusters Score -3760110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3760115.500000 Penalty: 5169.156250
	Iteration 64Q: 3 clusters Score -3760116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3760117.250000 Penalty: 5169.156250
	Iteration 65Q: 3 clusters Score -3760117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3760123.000000 Penalty: 5169.156250
	Iteration 66Q: 3 clusters Score -3760123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3760127.500000 Penalty: 5169.156250
	Iteration 67Q: 3 clusters Score -3760128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3760135.250000 Penalty: 5169.156250
	Iteration 68Q: 3 clusters Score -3760135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3760127.000000 Penalty: 5169.156250
	Iteration 69Q: 3 clusters Score -3760127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3760126.000000 Penalty: 5169.156250
	Iteration 70Q: 3 clusters Score -3760126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3760124.250000 Penalty: 5169.156250
	Iteration 71Q: 3 clusters Score -3760124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3760131.250000 Penalty: 5169.156250
	Iteration 72Q: 3 clusters Score -3760131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3760132.750000 Penalty: 5169.156250
	Iteration 73Q: 3 clusters Score -3760133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3760141.250000 Penalty: 5169.156250
	Iteration 74Q: 3 clusters Score -3760141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3760137.750000 Penalty: 5169.156250
	Iteration 75Q: 3 clusters Score -3760138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3760144.000000 Penalty: 5169.156250
	Iteration 76Q: 3 clusters Score -3760144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3760147.500000 Penalty: 5169.156250
	Iteration 77Q: 3 clusters Score -3760148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3760153.250000 Penalty: 5169.156250
	Iteration 78Q: 3 clusters Score -3760153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3760161.250000 Penalty: 5169.156250
	Iteration 79Q: 3 clusters Score -3760161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3760159.250000 Penalty: 5169.156250
	Iteration 80F: 3 clusters Score -3760159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3760158.500000 Penalty: 5169.156250
	Iteration 81Q: 3 clusters Score -3760158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3760154.750000 Penalty: 5169.156250
	Iteration 82Q: 3 clusters Score -3760155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3760157.250000 Penalty: 5169.156250
	Iteration 83Q: 3 clusters Score -3760157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3760157.000000 Penalty: 5169.156250
	Iteration 84Q: 3 clusters Score -3760157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3760159.250000 Penalty: 5169.156250
	Iteration 85Q: 3 clusters Score -3760159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3760165.500000 Penalty: 5169.156250
	Iteration 86Q: 3 clusters Score -3760166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3760157.250000 Penalty: 5169.156250
	Iteration 87Q: 3 clusters Score -3760157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3760161.750000 Penalty: 5169.156250
	Iteration 88Q: 3 clusters Score -3760162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3760162.000000 Penalty: 5169.156250
	Iteration 89Q: 3 clusters Score -3760162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3760168.250000 Penalty: 5169.156250
	Iteration 90Q: 3 clusters Score -3760168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3760164.500000 Penalty: 5169.156250
	Iteration 91Q: 3 clusters Score -3760164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3760163.500000 Penalty: 5169.156250
	Iteration 92Q: 3 clusters Score -3760164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3760165.000000 Penalty: 5169.156250
	Iteration 93Q: 3 clusters Score -3760165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3760162.750000 Penalty: 5169.156250
	Iteration 94Q: 3 clusters Score -3760163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3760162.000000 Penalty: 5169.156250
	Iteration 95Q: 3 clusters Score -3760162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3760162.000000 Penalty: 5169.156250
	Iteration 96F: 3 clusters Score -3760162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -95723.781250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -95723.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93934.671875 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -93934.67 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -94423.046875 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -94423.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94620.273438 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -94620.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94758.445312 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -94758.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -94861.296875 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -94861.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -94948.734375 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -94948.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94988.273438 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -94988.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95026.851562 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -95026.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -95033.679688 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -95033.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95040.148438 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -95040.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -95044.179688 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -95044.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -95044.179688 Penalty: 3365.090820
	Iteration 11F: 3 clusters Score -95044.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Entering Unmasked Estep 
Score: -1436900.750000 Penalty: 2339.662842
	Iteration 0F: 2 clusters Score -1436901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1427634.625000 Penalty: 4679.325684
	Iteration 0F: 3 clusters Score -1427635 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1430457.375000 Penalty: 4679.325684
	Iteration 1F: 3 clusters Score -1430457 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1430865.250000 Penalty: 4679.325684
	Iteration 2F: 3 clusters Score -1430865 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1431224.875000 Penalty: 4679.325684
	Iteration 3F: 3 clusters Score -1431225 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1431549.750000 Penalty: 4679.325684
	Iteration 4F: 3 clusters Score -1431550 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1431814.375000 Penalty: 4679.325684
	Iteration 5Q: 3 clusters Score -1431814 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1432035.625000 Penalty: 4679.325684
	Iteration 6Q: 3 clusters Score -1432036 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1432239.250000 Penalty: 4679.325684
	Iteration 7Q: 3 clusters Score -1432239 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1432415.625000 Penalty: 4679.325684
	Iteration 8Q: 3 clusters Score -1432416 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1432625.625000 Penalty: 4679.325684
	Iteration 9Q: 3 clusters Score -1432626 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1432848.250000 Penalty: 4679.325684
	Iteration 10Q: 3 clusters Score -1432848 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1433063.375000 Penalty: 4679.325684
	Iteration 11Q: 3 clusters Score -1433063 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1433264.625000 Penalty: 4679.325684
	Iteration 12Q: 3 clusters Score -1433265 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1433457.125000 Penalty: 4679.325684
	Iteration 13Q: 3 clusters Score -1433457 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1433653.125000 Penalty: 4679.325684
	Iteration 14Q: 3 clusters Score -1433653 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1433872.625000 Penalty: 4679.325684
	Iteration 15Q: 3 clusters Score -1433873 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1434052.000000 Penalty: 4679.325684
	Iteration 16Q: 3 clusters Score -1434052 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1434215.875000 Penalty: 4679.325684
	Iteration 17Q: 3 clusters Score -1434216 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1434352.500000 Penalty: 4679.325684
	Iteration 18Q: 3 clusters Score -1434352 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1434459.500000 Penalty: 4679.325684
	Iteration 19Q: 3 clusters Score -1434460 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1434538.125000 Penalty: 4679.325684
	Iteration 20F: 3 clusters Score -1434538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1434595.125000 Penalty: 4679.325684
	Iteration 21Q: 3 clusters Score -1434595 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1434637.000000 Penalty: 4679.325684
	Iteration 22Q: 3 clusters Score -1434637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1434670.250000 Penalty: 4679.325684
	Iteration 23Q: 3 clusters Score -1434670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1434713.625000 Penalty: 4679.325684
	Iteration 24Q: 3 clusters Score -1434714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1434751.750000 Penalty: 4679.325684
	Iteration 25Q: 3 clusters Score -1434752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1434789.500000 Penalty: 4679.325684
	Iteration 26Q: 3 clusters Score -1434790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1434821.625000 Penalty: 4679.325684
	Iteration 27Q: 3 clusters Score -1434822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1434844.375000 Penalty: 4679.325684
	Iteration 28Q: 3 clusters Score -1434844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1434876.000000 Penalty: 4679.325684
	Iteration 29Q: 3 clusters Score -1434876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1434901.375000 Penalty: 4679.325684
	Iteration 30Q: 3 clusters Score -1434901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1434914.125000 Penalty: 4679.325684
	Iteration 31Q: 3 clusters Score -1434914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1434926.625000 Penalty: 4679.325684
	Iteration 32Q: 3 clusters Score -1434927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1434939.500000 Penalty: 4679.325684
	Iteration 33Q: 3 clusters Score -1434940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1434945.875000 Penalty: 4679.325684
	Iteration 34Q: 3 clusters Score -1434946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1434957.750000 Penalty: 4679.325684
	Iteration 35Q: 3 clusters Score -1434958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1434965.500000 Penalty: 4679.325684
	Iteration 36Q: 3 clusters Score -1434966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1434974.500000 Penalty: 4679.325684
	Iteration 37Q: 3 clusters Score -1434974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1434987.625000 Penalty: 4679.325684
	Iteration 38Q: 3 clusters Score -1434988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1434996.250000 Penalty: 4679.325684
	Iteration 39Q: 3 clusters Score -1434996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1435003.625000 Penalty: 4679.325684
	Iteration 40F: 3 clusters Score -1435004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1435009.250000 Penalty: 4679.325684
	Iteration 41Q: 3 clusters Score -1435009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1435013.250000 Penalty: 4679.325684
	Iteration 42Q: 3 clusters Score -1435013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1435017.500000 Penalty: 4679.325684
	Iteration 43Q: 3 clusters Score -1435018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1435022.375000 Penalty: 4679.325684
	Iteration 44Q: 3 clusters Score -1435022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1435024.625000 Penalty: 4679.325684
	Iteration 45Q: 3 clusters Score -1435025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1435024.000000 Penalty: 4679.325684
	Iteration 46Q: 3 clusters Score -1435024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1435026.000000 Penalty: 4679.325684
	Iteration 47Q: 3 clusters Score -1435026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1435027.750000 Penalty: 4679.325684
	Iteration 48Q: 3 clusters Score -1435028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1435026.625000 Penalty: 4679.325684
	Iteration 49Q: 3 clusters Score -1435027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1435027.375000 Penalty: 4679.325684
	Iteration 50Q: 3 clusters Score -1435027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1435029.875000 Penalty: 4679.325684
	Iteration 51Q: 3 clusters Score -1435030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1435028.750000 Penalty: 4679.325684
	Iteration 52Q: 3 clusters Score -1435029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1435034.375000 Penalty: 4679.325684
	Iteration 53Q: 3 clusters Score -1435034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1435032.875000 Penalty: 4679.325684
	Iteration 54Q: 3 clusters Score -1435033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1435032.250000 Penalty: 4679.325684
	Iteration 55Q: 3 clusters Score -1435032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1435032.250000 Penalty: 4679.325684
	Iteration 56F: 3 clusters Score -1435032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -1037962.250000 Penalty: 2262.729980
	Iteration 0F: 2 clusters Score -1037962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1030807.062500 Penalty: 4525.459961
	Iteration 0F: 3 clusters Score -1030807 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1032879.312500 Penalty: 4525.459961
	Iteration 1F: 3 clusters Score -1032879 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1033294.937500 Penalty: 4525.459961
	Iteration 2F: 3 clusters Score -1033295 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1033640.250000 Penalty: 4525.459961
	Iteration 3F: 3 clusters Score -1033640 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1033917.187500 Penalty: 4525.459961
	Iteration 4F: 3 clusters Score -1033917 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1034137.875000 Penalty: 4525.459961
	Iteration 5Q: 3 clusters Score -1034138 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1034304.062500 Penalty: 4525.459961
	Iteration 6Q: 3 clusters Score -1034304 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1034444.125000 Penalty: 4525.459961
	Iteration 7Q: 3 clusters Score -1034444 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1034564.937500 Penalty: 4525.459961
	Iteration 8Q: 3 clusters Score -1034565 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1034686.062500 Penalty: 4525.459961
	Iteration 9Q: 3 clusters Score -1034686 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1034797.312500 Penalty: 4525.459961
	Iteration 10Q: 3 clusters Score -1034797 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1034890.187500 Penalty: 4525.459961
	Iteration 11Q: 3 clusters Score -1034890 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1034972.750000 Penalty: 4525.459961
	Iteration 12Q: 3 clusters Score -1034973 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1035036.312500 Penalty: 4525.459961
	Iteration 13Q: 3 clusters Score -1035036 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1035076.000000 Penalty: 4525.459961
	Iteration 14Q: 3 clusters Score -1035076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1035120.812500 Penalty: 4525.459961
	Iteration 15Q: 3 clusters Score -1035121 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1035165.062500 Penalty: 4525.459961
	Iteration 16Q: 3 clusters Score -1035165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1035209.500000 Penalty: 4525.459961
	Iteration 17Q: 3 clusters Score -1035210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1035248.000000 Penalty: 4525.459961
	Iteration 18Q: 3 clusters Score -1035248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1035282.562500 Penalty: 4525.459961
	Iteration 19Q: 3 clusters Score -1035283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1035316.500000 Penalty: 4525.459961
	Iteration 20F: 3 clusters Score -1035316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1035348.062500 Penalty: 4525.459961
	Iteration 21Q: 3 clusters Score -1035348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1035379.875000 Penalty: 4525.459961
	Iteration 22Q: 3 clusters Score -1035380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1035405.500000 Penalty: 4525.459961
	Iteration 23Q: 3 clusters Score -1035406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1035431.625000 Penalty: 4525.459961
	Iteration 24Q: 3 clusters Score -1035432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1035452.437500 Penalty: 4525.459961
	Iteration 25Q: 3 clusters Score -1035452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1035473.062500 Penalty: 4525.459961
	Iteration 26Q: 3 clusters Score -1035473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1035490.062500 Penalty: 4525.459961
	Iteration 27Q: 3 clusters Score -1035490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1035512.437500 Penalty: 4525.459961
	Iteration 28Q: 3 clusters Score -1035512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1035530.625000 Penalty: 4525.459961
	Iteration 29Q: 3 clusters Score -1035531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1035553.687500 Penalty: 4525.459961
	Iteration 30Q: 3 clusters Score -1035554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1035571.500000 Penalty: 4525.459961
	Iteration 31Q: 3 clusters Score -1035572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1035598.750000 Penalty: 4525.459961
	Iteration 32Q: 3 clusters Score -1035599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1035619.187500 Penalty: 4525.459961
	Iteration 33Q: 3 clusters Score -1035619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1035637.312500 Penalty: 4525.459961
	Iteration 34Q: 3 clusters Score -1035637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1035652.562500 Penalty: 4525.459961
	Iteration 35Q: 3 clusters Score -1035653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1035658.500000 Penalty: 4525.459961
	Iteration 36Q: 3 clusters Score -1035658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1035665.500000 Penalty: 4525.459961
	Iteration 37Q: 3 clusters Score -1035666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1035674.812500 Penalty: 4525.459961
	Iteration 38Q: 3 clusters Score -1035675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1035680.187500 Penalty: 4525.459961
	Iteration 39Q: 3 clusters Score -1035680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1035689.625000 Penalty: 4525.459961
	Iteration 40F: 3 clusters Score -1035690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1035696.187500 Penalty: 4525.459961
	Iteration 41Q: 3 clusters Score -1035696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1035707.250000 Penalty: 4525.459961
	Iteration 42Q: 3 clusters Score -1035707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1035720.375000 Penalty: 4525.459961
	Iteration 43Q: 3 clusters Score -1035720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1035734.687500 Penalty: 4525.459961
	Iteration 44Q: 3 clusters Score -1035735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1035747.812500 Penalty: 4525.459961
	Iteration 45Q: 3 clusters Score -1035748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1035764.750000 Penalty: 4525.459961
	Iteration 46Q: 3 clusters Score -1035765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1035778.375000 Penalty: 4525.459961
	Iteration 47Q: 3 clusters Score -1035778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1035782.062500 Penalty: 4525.459961
	Iteration 48Q: 3 clusters Score -1035782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1035791.562500 Penalty: 4525.459961
	Iteration 49Q: 3 clusters Score -1035792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1035797.625000 Penalty: 4525.459961
	Iteration 50Q: 3 clusters Score -1035798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1035802.250000 Penalty: 4525.459961
	Iteration 51Q: 3 clusters Score -1035802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1035807.312500 Penalty: 4525.459961
	Iteration 52Q: 3 clusters Score -1035807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1035812.062500 Penalty: 4525.459961
	Iteration 53Q: 3 clusters Score -1035812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1035814.312500 Penalty: 4525.459961
	Iteration 54Q: 3 clusters Score -1035814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1035823.437500 Penalty: 4525.459961
	Iteration 55Q: 3 clusters Score -1035823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1035825.875000 Penalty: 4525.459961
	Iteration 56Q: 3 clusters Score -1035826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1035827.062500 Penalty: 4525.459961
	Iteration 57Q: 3 clusters Score -1035827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1035827.250000 Penalty: 4525.459961
	Iteration 58Q: 3 clusters Score -1035827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1035827.937500 Penalty: 4525.459961
	Iteration 59Q: 3 clusters Score -1035828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1035830.312500 Penalty: 4525.459961
	Iteration 60F: 3 clusters Score -1035830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1035832.937500 Penalty: 4525.459961
	Iteration 61Q: 3 clusters Score -1035833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1035835.812500 Penalty: 4525.459961
	Iteration 62Q: 3 clusters Score -1035836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1035840.750000 Penalty: 4525.459961
	Iteration 63Q: 3 clusters Score -1035841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1035842.937500 Penalty: 4525.459961
	Iteration 64Q: 3 clusters Score -1035843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1035847.000000 Penalty: 4525.459961
	Iteration 65Q: 3 clusters Score -1035847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1035849.187500 Penalty: 4525.459961
	Iteration 66Q: 3 clusters Score -1035849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1035852.875000 Penalty: 4525.459961
	Iteration 67Q: 3 clusters Score -1035853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1035856.000000 Penalty: 4525.459961
	Iteration 68Q: 3 clusters Score -1035856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1035856.812500 Penalty: 4525.459961
	Iteration 69Q: 3 clusters Score -1035857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1035859.125000 Penalty: 4525.459961
	Iteration 70Q: 3 clusters Score -1035859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1035859.750000 Penalty: 4525.459961
	Iteration 71Q: 3 clusters Score -1035860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1035863.250000 Penalty: 4525.459961
	Iteration 72Q: 3 clusters Score -1035863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1035867.750000 Penalty: 4525.459961
	Iteration 73Q: 3 clusters Score -1035868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1035869.625000 Penalty: 4525.459961
	Iteration 74Q: 3 clusters Score -1035870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1035871.500000 Penalty: 4525.459961
	Iteration 75Q: 3 clusters Score -1035872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1035871.500000 Penalty: 4525.459961
	Iteration 76Q: 3 clusters Score -1035872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1035871.812500 Penalty: 4525.459961
	Iteration 77Q: 3 clusters Score -1035872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1035872.750000 Penalty: 4525.459961
	Iteration 78Q: 3 clusters Score -1035873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1035873.250000 Penalty: 4525.459961
	Iteration 79Q: 3 clusters Score -1035873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1035873.375000 Penalty: 4525.459961
	Iteration 80F: 3 clusters Score -1035873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1035873.875000 Penalty: 4525.459961
	Iteration 81Q: 3 clusters Score -1035874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1035873.437500 Penalty: 4525.459961
	Iteration 82Q: 3 clusters Score -1035873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1035874.250000 Penalty: 4525.459961
	Iteration 83Q: 3 clusters Score -1035874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1035874.687500 Penalty: 4525.459961
	Iteration 84Q: 3 clusters Score -1035875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1035873.000000 Penalty: 4525.459961
	Iteration 85Q: 3 clusters Score -1035873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1035877.875000 Penalty: 4525.459961
	Iteration 86Q: 3 clusters Score -1035878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1035880.312500 Penalty: 4525.459961
	Iteration 87Q: 3 clusters Score -1035880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1035886.250000 Penalty: 4525.459961
	Iteration 88Q: 3 clusters Score -1035886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1035893.375000 Penalty: 4525.459961
	Iteration 89Q: 3 clusters Score -1035893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1035901.250000 Penalty: 4525.459961
	Iteration 90Q: 3 clusters Score -1035901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1035906.312500 Penalty: 4525.459961
	Iteration 91Q: 3 clusters Score -1035906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1035907.500000 Penalty: 4525.459961
	Iteration 92Q: 3 clusters Score -1035908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1035916.937500 Penalty: 4525.459961
	Iteration 93Q: 3 clusters Score -1035917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1035919.562500 Penalty: 4525.459961
	Iteration 94Q: 3 clusters Score -1035920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1035922.437500 Penalty: 4525.459961
	Iteration 95Q: 3 clusters Score -1035922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1035924.750000 Penalty: 4525.459961
	Iteration 96Q: 3 clusters Score -1035925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1035925.500000 Penalty: 4525.459961
	Iteration 97Q: 3 clusters Score -1035926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1035926.625000 Penalty: 4525.459961
	Iteration 98Q: 3 clusters Score -1035927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1035927.250000 Penalty: 4525.459961
	Iteration 99Q: 3 clusters Score -1035927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1035929.812500 Penalty: 4525.459961
	Iteration 100F: 3 clusters Score -1035930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1035927.500000 Penalty: 4525.459961
	Iteration 101Q: 3 clusters Score -1035928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1035928.250000 Penalty: 4525.459961
	Iteration 102Q: 3 clusters Score -1035928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1035929.500000 Penalty: 4525.459961
	Iteration 103Q: 3 clusters Score -1035930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1035930.125000 Penalty: 4525.459961
	Iteration 104Q: 3 clusters Score -1035930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1035930.125000 Penalty: 4525.459961
	Iteration 105Q: 3 clusters Score -1035930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1035931.812500 Penalty: 4525.459961
	Iteration 106Q: 3 clusters Score -1035932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1035933.250000 Penalty: 4525.459961
	Iteration 107Q: 3 clusters Score -1035933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1035933.875000 Penalty: 4525.459961
	Iteration 108Q: 3 clusters Score -1035934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1035935.437500 Penalty: 4525.459961
	Iteration 109Q: 3 clusters Score -1035935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1035937.375000 Penalty: 4525.459961
	Iteration 110Q: 3 clusters Score -1035937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1035937.937500 Penalty: 4525.459961
	Iteration 111Q: 3 clusters Score -1035938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1035938.812500 Penalty: 4525.459961
	Iteration 112Q: 3 clusters Score -1035939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1035941.812500 Penalty: 4525.459961
	Iteration 113Q: 3 clusters Score -1035942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1035942.000000 Penalty: 4525.459961
	Iteration 114Q: 3 clusters Score -1035942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1035943.437500 Penalty: 4525.459961
	Iteration 115Q: 3 clusters Score -1035943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1035945.500000 Penalty: 4525.459961
	Iteration 116Q: 3 clusters Score -1035946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1035945.562500 Penalty: 4525.459961
	Iteration 117Q: 3 clusters Score -1035946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1035948.250000 Penalty: 4525.459961
	Iteration 118Q: 3 clusters Score -1035948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1035949.875000 Penalty: 4525.459961
	Iteration 119Q: 3 clusters Score -1035950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1035949.125000 Penalty: 4525.459961
	Iteration 120F: 3 clusters Score -1035949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -71348.789062 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -71348.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69720.976562 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -69720.98 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70046.406250 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -70046.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70216.000000 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -70216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70395.304688 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -70395.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70478.437500 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -70478.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70553.507812 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -70553.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70601.710938 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -70601.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70649.460938 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -70649.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70670.796875 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -70670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -70694.781250 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -70694.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70710.578125 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -70710.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -70731.828125 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -70731.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70751.531250 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -70751.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70758.679688 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -70758.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70764.570312 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -70764.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -70772.562500 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -70772.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70778.843750 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -70778.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70804.984375 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -70804.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70835.890625 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -70835.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70857.390625 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -70857.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70866.328125 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -70866.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70880.156250 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -70880.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70890.070312 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -70890.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -70916.890625 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -70916.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -70916.890625 Penalty: 3222.400391
	Iteration 24F: 3 clusters Score -70916.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -76072.726562 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -76072.73 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 365 members 
Entering Unmasked Estep 
Score: -74316.078125 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -74316.08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74593.015625 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -74593.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74645.968750 Penalty: 3276.898682
	Iteration 2Q: 3 clusters Score -74645.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74676.312500 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -74676.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74695.382812 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -74695.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74711.984375 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -74711.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74718.304688 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -74718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74719.218750 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -74719.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74719.703125 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -74719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74722.625000 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -74722.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74723.296875 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -74723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74724.148438 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -74724.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74724.148438 Penalty: 3276.898682
	Iteration 12F: 3 clusters Score -74724.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 247946 members 
Mstep: Class 3 contains 164183 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46855 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157357 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93244 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87949 members 
Mstep: Class 14 contains 111308 members 
Mstep: Class 15 contains 34030 members 
Mstep: Class 16 contains 37569 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14281 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129814 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168191 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22045 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80394 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27577 members 
Mstep: Class 34 contains 61169 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12508 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 359Q: 41 clusters Score -2.055964e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 247954 members 
Mstep: Class 3 contains 164204 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46858 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157335 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93242 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87943 members 
Mstep: Class 14 contains 111306 members 
Mstep: Class 15 contains 34029 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17924 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129816 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168192 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22044 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80392 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61169 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12508 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596496.000000 Penalty: 142798.250000
Iteration 360F: 41 clusters Score -2.055965e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247960 members 
Mstep: Class 3 contains 164229 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46859 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157310 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93244 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87940 members 
Mstep: Class 14 contains 111300 members 
Mstep: Class 15 contains 34030 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14281 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129816 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168192 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22045 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80391 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61168 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12507 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596496.000000 Penalty: 142798.250000
Iteration 361Q: 41 clusters Score -2.055965e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247962 members 
Mstep: Class 3 contains 164245 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46859 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157300 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93246 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87938 members 
Mstep: Class 14 contains 111298 members 
Mstep: Class 15 contains 34030 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8531 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17925 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129817 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168191 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80388 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61169 members 
Mstep: Class 35 contains 33578 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12509 members 
Mstep: Class 38 contains 9171 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 362Q: 41 clusters Score -2.055964e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247965 members 
Mstep: Class 3 contains 164255 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46859 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157289 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93250 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87935 members 
Mstep: Class 14 contains 111292 members 
Mstep: Class 15 contains 34030 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8529 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129816 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168191 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22041 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80388 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61171 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9171 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 363Q: 41 clusters Score -2.055964e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247966 members 
Mstep: Class 3 contains 164263 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 46859 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157282 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93251 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87932 members 
Mstep: Class 14 contains 111289 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17927 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129817 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22040 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61172 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 9171 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596432.000000 Penalty: 142798.250000
Iteration 364Q: 41 clusters Score -2.055964e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247969 members 
Mstep: Class 3 contains 164270 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46859 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157271 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93252 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 87932 members 
Mstep: Class 14 contains 111288 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 37567 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 17929 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129817 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168188 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22040 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61172 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 9170 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596400.000000 Penalty: 142798.250000
Iteration 365Q: 41 clusters Score -2.055964e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 247971 members 
Mstep: Class 3 contains 164284 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 46859 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157261 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93252 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87932 members 
Mstep: Class 14 contains 111285 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 17931 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129818 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168187 members 
Mstep: Class 26 contains 68142 members 
Mstep: Class 27 contains 22038 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61173 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9171 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596288.000000 Penalty: 142798.250000
Iteration 366Q: 41 clusters Score -2.055963e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 247974 members 
Mstep: Class 3 contains 164291 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46861 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157253 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93251 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87930 members 
Mstep: Class 14 contains 111286 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 17933 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129819 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168186 members 
Mstep: Class 26 contains 68142 members 
Mstep: Class 27 contains 22038 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8705 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61174 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596352.000000 Penalty: 142798.250000
Iteration 367Q: 41 clusters Score -2.055964e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 247976 members 
Mstep: Class 3 contains 164294 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46864 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157242 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93252 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87929 members 
Mstep: Class 14 contains 111287 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14281 members 
Mstep: Class 20 contains 17932 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129819 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168185 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22038 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61178 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596288.000000 Penalty: 142798.250000
Iteration 368Q: 41 clusters Score -2.055963e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 247977 members 
Mstep: Class 3 contains 164301 members 
Mstep: Class 4 contains 16260 members 
Mstep: Class 5 contains 46868 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157230 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93253 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 87927 members 
Mstep: Class 14 contains 111286 members 
Mstep: Class 15 contains 34032 members 
Mstep: Class 16 contains 37565 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 17933 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129819 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168185 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22039 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61178 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596400.000000 Penalty: 142798.250000
Iteration 369Q: 41 clusters Score -2.055964e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 247979 members 
Mstep: Class 3 contains 164307 members 
Mstep: Class 4 contains 16260 members 
Mstep: Class 5 contains 46868 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157227 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 93251 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87925 members 
Mstep: Class 14 contains 111283 members 
Mstep: Class 15 contains 34033 members 
Mstep: Class 16 contains 37565 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 17934 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129820 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168185 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22039 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61176 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596480.000000 Penalty: 142798.250000
Iteration 370Q: 41 clusters Score -2.055965e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247979 members 
Mstep: Class 3 contains 164311 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46869 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157218 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93253 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87923 members 
Mstep: Class 14 contains 111280 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 17934 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129821 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168186 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22039 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61177 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 371Q: 41 clusters Score -2.055964e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247982 members 
Mstep: Class 3 contains 164314 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46870 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157210 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93256 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87922 members 
Mstep: Class 14 contains 111278 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 17935 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129821 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168185 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22040 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61178 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596368.000000 Penalty: 142798.250000
Iteration 372Q: 41 clusters Score -2.055964e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 247985 members 
Mstep: Class 3 contains 164318 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46871 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157203 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93256 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87917 members 
Mstep: Class 14 contains 111276 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8527 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129822 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168186 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22039 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61180 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596528.000000 Penalty: 142798.250000
Iteration 373Q: 41 clusters Score -2.055965e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247987 members 
Mstep: Class 3 contains 164320 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157196 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 93254 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87912 members 
Mstep: Class 14 contains 111279 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129822 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168187 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22039 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61183 members 
Mstep: Class 35 contains 33583 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596544.000000 Penalty: 142798.250000
Iteration 374Q: 41 clusters Score -2.055965e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247990 members 
Mstep: Class 3 contains 164323 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46873 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157182 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93257 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87907 members 
Mstep: Class 14 contains 111279 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129822 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22039 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61189 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596512.000000 Penalty: 142798.250000
Iteration 375Q: 41 clusters Score -2.055965e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247994 members 
Mstep: Class 3 contains 164334 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46873 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157167 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93257 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87903 members 
Mstep: Class 14 contains 111281 members 
Mstep: Class 15 contains 34039 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129823 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168190 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22038 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61190 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596448.000000 Penalty: 142798.250000
Iteration 376Q: 41 clusters Score -2.055964e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247994 members 
Mstep: Class 3 contains 164338 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157159 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93258 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87902 members 
Mstep: Class 14 contains 111282 members 
Mstep: Class 15 contains 34039 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129823 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22039 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27578 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596416.000000 Penalty: 142798.250000
Iteration 377Q: 41 clusters Score -2.055964e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247994 members 
Mstep: Class 3 contains 164343 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157156 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93258 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87901 members 
Mstep: Class 14 contains 111282 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129823 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22040 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27579 members 
Mstep: Class 34 contains 61190 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596304.000000 Penalty: 142798.250000
Iteration 378Q: 41 clusters Score -2.055963e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247992 members 
Mstep: Class 3 contains 164346 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157150 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93261 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87901 members 
Mstep: Class 14 contains 111282 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8526 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129822 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27581 members 
Mstep: Class 34 contains 61190 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 379Q: 41 clusters Score -2.055963e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247995 members 
Mstep: Class 3 contains 164352 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157146 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93262 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87897 members 
Mstep: Class 14 contains 111281 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129822 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168189 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27582 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596208.000000 Penalty: 142798.250000
Iteration 380F: 41 clusters Score -2.055962e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247995 members 
Mstep: Class 3 contains 164362 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157139 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93262 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87892 members 
Mstep: Class 14 contains 111277 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129823 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168190 members 
Mstep: Class 26 contains 68141 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27585 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596224.000000 Penalty: 142798.250000
Iteration 381Q: 41 clusters Score -2.055962e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 247994 members 
Mstep: Class 3 contains 164365 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157136 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93262 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87888 members 
Mstep: Class 14 contains 111276 members 
Mstep: Class 15 contains 34038 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129825 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168191 members 
Mstep: Class 26 contains 68140 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8705 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596224.000000 Penalty: 142798.250000
Iteration 382Q: 41 clusters Score -2.055962e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247996 members 
Mstep: Class 3 contains 164369 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157133 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93262 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87879 members 
Mstep: Class 14 contains 111274 members 
Mstep: Class 15 contains 34040 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129830 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168194 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 383Q: 41 clusters Score -2.055963e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 247996 members 
Mstep: Class 3 contains 164375 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157127 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93261 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87874 members 
Mstep: Class 14 contains 111273 members 
Mstep: Class 15 contains 34040 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129836 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168194 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596320.000000 Penalty: 142798.250000
Iteration 384Q: 41 clusters Score -2.055963e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 248000 members 
Mstep: Class 3 contains 164373 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157121 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93263 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87867 members 
Mstep: Class 14 contains 111273 members 
Mstep: Class 15 contains 34040 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129838 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168197 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 385Q: 41 clusters Score -2.055963e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 248005 members 
Mstep: Class 3 contains 164373 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157119 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93264 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87861 members 
Mstep: Class 14 contains 111273 members 
Mstep: Class 15 contains 34040 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129841 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168198 members 
Mstep: Class 26 contains 68137 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 386Q: 41 clusters Score -2.055963e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 248006 members 
Mstep: Class 3 contains 164372 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157120 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93266 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87853 members 
Mstep: Class 14 contains 111273 members 
Mstep: Class 15 contains 34041 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129842 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168200 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12511 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596288.000000 Penalty: 142798.250000
Iteration 387Q: 41 clusters Score -2.055963e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 248012 members 
Mstep: Class 3 contains 164373 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157119 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93267 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87846 members 
Mstep: Class 14 contains 111272 members 
Mstep: Class 15 contains 34042 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8522 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129843 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168201 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12512 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596320.000000 Penalty: 142798.250000
Iteration 388Q: 41 clusters Score -2.055963e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 248015 members 
Mstep: Class 3 contains 164374 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157117 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93268 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87836 members 
Mstep: Class 14 contains 111272 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13876 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129846 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168201 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27588 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9173 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596320.000000 Penalty: 142798.250000
Iteration 389Q: 41 clusters Score -2.055963e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 248015 members 
Mstep: Class 3 contains 164376 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157116 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93268 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87830 members 
Mstep: Class 14 contains 111272 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129849 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22043 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27589 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9173 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596272.000000 Penalty: 142798.250000
Iteration 390Q: 41 clusters Score -2.055963e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 248017 members 
Mstep: Class 3 contains 164377 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157114 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93268 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87823 members 
Mstep: Class 14 contains 111273 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129852 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168203 members 
Mstep: Class 26 contains 68139 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27590 members 
Mstep: Class 34 contains 61194 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9173 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596208.000000 Penalty: 142798.250000
Iteration 391Q: 41 clusters Score -2.055962e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 248021 members 
Mstep: Class 3 contains 164377 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157113 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93268 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87820 members 
Mstep: Class 14 contains 111272 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129854 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168204 members 
Mstep: Class 26 contains 68136 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27590 members 
Mstep: Class 34 contains 61193 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9174 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596144.000000 Penalty: 142798.250000
Iteration 392Q: 41 clusters Score -2.055961e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 248024 members 
Mstep: Class 3 contains 164378 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157112 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93270 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 87815 members 
Mstep: Class 14 contains 111272 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 37563 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129854 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168204 members 
Mstep: Class 26 contains 68135 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27590 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9176 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596064.000000 Penalty: 142798.250000
Iteration 393Q: 41 clusters Score -2.055961e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 248025 members 
Mstep: Class 3 contains 164377 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157113 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 87808 members 
Mstep: Class 14 contains 111272 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129856 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168203 members 
Mstep: Class 26 contains 68136 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80388 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27591 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9176 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596064.000000 Penalty: 142798.250000
Iteration 394Q: 41 clusters Score -2.055961e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 248026 members 
Mstep: Class 3 contains 164378 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157111 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 87805 members 
Mstep: Class 14 contains 111272 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17936 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129858 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168203 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27591 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9177 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596112.000000 Penalty: 142798.250000
Iteration 395Q: 41 clusters Score -2.055961e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 248028 members 
Mstep: Class 3 contains 164379 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157109 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 87802 members 
Mstep: Class 14 contains 111271 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129860 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168203 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27591 members 
Mstep: Class 34 contains 61191 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9177 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596128.000000 Penalty: 142798.250000
Iteration 396Q: 41 clusters Score -2.055961e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 248031 members 
Mstep: Class 3 contains 164377 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157108 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14375 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111270 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129862 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168204 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27591 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33581 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596144.000000 Penalty: 142798.250000
Iteration 397Q: 41 clusters Score -2.055961e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164377 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157108 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14373 members 
Mstep: Class 13 contains 87798 members 
Mstep: Class 14 contains 111269 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168204 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80387 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27591 members 
Mstep: Class 34 contains 61193 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596208.000000 Penalty: 142798.250000
Iteration 398Q: 41 clusters Score -2.055962e+08 nChanged 6
Entering ConstructFrom: 
Score: -205596208.000000 Penalty: 142798.250000
Entering ConstructFrom: 
Trying to split cluster 1 (18826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Entering Unmasked Estep 
Score: -2141817.750000 Penalty: 2441.062500
	Iteration 0F: 2 clusters Score -2141818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2128484.000000 Penalty: 4882.125000
	Iteration 0F: 3 clusters Score -2128484 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2133185.750000 Penalty: 4882.125000
	Iteration 1F: 3 clusters Score -2133186 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2133902.250000 Penalty: 4882.125000
	Iteration 2F: 3 clusters Score -2133902 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2134653.250000 Penalty: 4882.125000
	Iteration 3F: 3 clusters Score -2134653 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2135424.750000 Penalty: 4882.125000
	Iteration 4F: 3 clusters Score -2135425 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2136141.250000 Penalty: 4882.125000
	Iteration 5F: 3 clusters Score -2136141 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2136824.000000 Penalty: 4882.125000
	Iteration 6F: 3 clusters Score -2136824 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2137389.500000 Penalty: 4882.125000
	Iteration 7F: 3 clusters Score -2137390 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2137826.500000 Penalty: 4882.125000
	Iteration 8Q: 3 clusters Score -2137826 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2138158.000000 Penalty: 4882.125000
	Iteration 9Q: 3 clusters Score -2138158 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2138419.250000 Penalty: 4882.125000
	Iteration 10Q: 3 clusters Score -2138419 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2138600.750000 Penalty: 4882.125000
	Iteration 11Q: 3 clusters Score -2138601 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2138734.250000 Penalty: 4882.125000
	Iteration 12Q: 3 clusters Score -2138734 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2138838.500000 Penalty: 4882.125000
	Iteration 13Q: 3 clusters Score -2138838 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2138937.750000 Penalty: 4882.125000
	Iteration 14Q: 3 clusters Score -2138938 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2139036.000000 Penalty: 4882.125000
	Iteration 15Q: 3 clusters Score -2139036 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2139155.500000 Penalty: 4882.125000
	Iteration 16Q: 3 clusters Score -2139156 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2139266.250000 Penalty: 4882.125000
	Iteration 17Q: 3 clusters Score -2139266 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2139400.250000 Penalty: 4882.125000
	Iteration 18Q: 3 clusters Score -2139400 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2139549.250000 Penalty: 4882.125000
	Iteration 19Q: 3 clusters Score -2139549 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2139711.250000 Penalty: 4882.125000
	Iteration 20F: 3 clusters Score -2139711 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2139912.500000 Penalty: 4882.125000
	Iteration 21Q: 3 clusters Score -2139912 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2140150.500000 Penalty: 4882.125000
	Iteration 22Q: 3 clusters Score -2140150 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2140349.500000 Penalty: 4882.125000
	Iteration 23Q: 3 clusters Score -2140350 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2140496.500000 Penalty: 4882.125000
	Iteration 24Q: 3 clusters Score -2140496 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2140608.750000 Penalty: 4882.125000
	Iteration 25Q: 3 clusters Score -2140609 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2140692.000000 Penalty: 4882.125000
	Iteration 26Q: 3 clusters Score -2140692 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2140748.000000 Penalty: 4882.125000
	Iteration 27Q: 3 clusters Score -2140748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2140792.000000 Penalty: 4882.125000
	Iteration 28Q: 3 clusters Score -2140792 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2140812.000000 Penalty: 4882.125000
	Iteration 29Q: 3 clusters Score -2140812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2140832.250000 Penalty: 4882.125000
	Iteration 30Q: 3 clusters Score -2140832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2140852.750000 Penalty: 4882.125000
	Iteration 31Q: 3 clusters Score -2140853 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2140868.500000 Penalty: 4882.125000
	Iteration 32Q: 3 clusters Score -2140868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2140879.500000 Penalty: 4882.125000
	Iteration 33Q: 3 clusters Score -2140880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2140892.250000 Penalty: 4882.125000
	Iteration 34Q: 3 clusters Score -2140892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2140898.000000 Penalty: 4882.125000
	Iteration 35Q: 3 clusters Score -2140898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2140912.250000 Penalty: 4882.125000
	Iteration 36Q: 3 clusters Score -2140912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2140912.750000 Penalty: 4882.125000
	Iteration 37Q: 3 clusters Score -2140913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2140917.000000 Penalty: 4882.125000
	Iteration 38Q: 3 clusters Score -2140917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2140919.750000 Penalty: 4882.125000
	Iteration 39Q: 3 clusters Score -2140920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2140927.500000 Penalty: 4882.125000
	Iteration 40F: 3 clusters Score -2140928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2140931.500000 Penalty: 4882.125000
	Iteration 41Q: 3 clusters Score -2140932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2140936.500000 Penalty: 4882.125000
	Iteration 42Q: 3 clusters Score -2140936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2140944.500000 Penalty: 4882.125000
	Iteration 43Q: 3 clusters Score -2140944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2140942.000000 Penalty: 4882.125000
	Iteration 44Q: 3 clusters Score -2140942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2140944.500000 Penalty: 4882.125000
	Iteration 45Q: 3 clusters Score -2140944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2140946.250000 Penalty: 4882.125000
	Iteration 46Q: 3 clusters Score -2140946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2140949.000000 Penalty: 4882.125000
	Iteration 47Q: 3 clusters Score -2140949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2140953.000000 Penalty: 4882.125000
	Iteration 48Q: 3 clusters Score -2140953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2140950.500000 Penalty: 4882.125000
	Iteration 49Q: 3 clusters Score -2140950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2140954.250000 Penalty: 4882.125000
	Iteration 50Q: 3 clusters Score -2140954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2140952.500000 Penalty: 4882.125000
	Iteration 51Q: 3 clusters Score -2140952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2140950.000000 Penalty: 4882.125000
	Iteration 52Q: 3 clusters Score -2140950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2140955.750000 Penalty: 4882.125000
	Iteration 53Q: 3 clusters Score -2140956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2140959.000000 Penalty: 4882.125000
	Iteration 54Q: 3 clusters Score -2140959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2140958.500000 Penalty: 4882.125000
	Iteration 55Q: 3 clusters Score -2140958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2140956.500000 Penalty: 4882.125000
	Iteration 56Q: 3 clusters Score -2140956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2140958.750000 Penalty: 4882.125000
	Iteration 57Q: 3 clusters Score -2140959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2140958.750000 Penalty: 4882.125000
	Iteration 58F: 3 clusters Score -2140959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248033 members 
Entering Unmasked Estep 
Score: -29059716.000000 Penalty: 3080.486572
	Iteration 0F: 2 clusters Score -2.905972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123931 members 
Mstep: Class 2 contains 124102 members 
Entering Unmasked Estep 
Score: -28892586.000000 Penalty: 6160.973145
	Iteration 0F: 3 clusters Score -2.889259e+07 nChanged 119917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -28963412.000000 Penalty: 6160.973145
	Iteration 1F: 3 clusters Score -2.896341e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123657 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -28964560.000000 Penalty: 6160.973145
	Iteration 2Q: 3 clusters Score -2.896456e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123887 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -28965710.000000 Penalty: 6160.973145
	Iteration 3Q: 3 clusters Score -2.896571e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 123777 members 
Entering Unmasked Estep 
Score: -28966946.000000 Penalty: 6160.973145
	Iteration 4Q: 3 clusters Score -2.896695e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 123152 members 
Entering Unmasked Estep 
Score: -28968512.000000 Penalty: 6160.973145
	Iteration 5Q: 3 clusters Score -2.896851e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -28970884.000000 Penalty: 6160.973145
	Iteration 6Q: 3 clusters Score -2.897088e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127169 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -28973518.000000 Penalty: 6160.973145
	Iteration 7Q: 3 clusters Score -2.897352e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -28976302.000000 Penalty: 6160.973145
	Iteration 8Q: 3 clusters Score -2.89763e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 117057 members 
Entering Unmasked Estep 
Score: -28979146.000000 Penalty: 6160.973145
	Iteration 9Q: 3 clusters Score -2.897915e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133509 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -28982116.000000 Penalty: 6160.973145
	Iteration 10Q: 3 clusters Score -2.898212e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 111579 members 
Entering Unmasked Estep 
Score: -28985430.000000 Penalty: 6160.973145
	Iteration 11Q: 3 clusters Score -2.898543e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139952 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -28988916.000000 Penalty: 6160.973145
	Iteration 12Q: 3 clusters Score -2.898892e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144238 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -28993452.000000 Penalty: 6160.973145
	Iteration 13Q: 3 clusters Score -2.899345e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149374 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -28999216.000000 Penalty: 6160.973145
	Iteration 14Q: 3 clusters Score -2.899922e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -29006270.000000 Penalty: 6160.973145
	Iteration 15Q: 3 clusters Score -2.900627e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -29012946.000000 Penalty: 6160.973145
	Iteration 16Q: 3 clusters Score -2.901295e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -29017304.000000 Penalty: 6160.973145
	Iteration 17Q: 3 clusters Score -2.90173e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168732 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -29019534.000000 Penalty: 6160.973145
	Iteration 18Q: 3 clusters Score -2.901953e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173192 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -29021018.000000 Penalty: 6160.973145
	Iteration 19Q: 3 clusters Score -2.902102e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177768 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -29022288.000000 Penalty: 6160.973145
	Iteration 20F: 3 clusters Score -2.902229e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182414 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -29023624.000000 Penalty: 6160.973145
	Iteration 21Q: 3 clusters Score -2.902362e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187333 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -29025150.000000 Penalty: 6160.973145
	Iteration 22Q: 3 clusters Score -2.902515e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192462 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -29026824.000000 Penalty: 6160.973145
	Iteration 23Q: 3 clusters Score -2.902682e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197598 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -29028808.000000 Penalty: 6160.973145
	Iteration 24Q: 3 clusters Score -2.902881e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202848 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -29031052.000000 Penalty: 6160.973145
	Iteration 25Q: 3 clusters Score -2.903105e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208135 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -29033360.000000 Penalty: 6160.973145
	Iteration 26Q: 3 clusters Score -2.903336e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213420 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -29035926.000000 Penalty: 6160.973145
	Iteration 27Q: 3 clusters Score -2.903593e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218696 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -29038856.000000 Penalty: 6160.973145
	Iteration 28Q: 3 clusters Score -2.903886e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223600 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -29041572.000000 Penalty: 6160.973145
	Iteration 29Q: 3 clusters Score -2.904157e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228052 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -29044002.000000 Penalty: 6160.973145
	Iteration 30Q: 3 clusters Score -2.9044e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232101 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -29046546.000000 Penalty: 6160.973145
	Iteration 31Q: 3 clusters Score -2.904655e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235724 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -29049208.000000 Penalty: 6160.973145
	Iteration 32Q: 3 clusters Score -2.904921e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238839 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -29051172.000000 Penalty: 6160.973145
	Iteration 33Q: 3 clusters Score -2.905117e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241356 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -29053138.000000 Penalty: 6160.973145
	Iteration 34Q: 3 clusters Score -2.905314e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243300 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -29054628.000000 Penalty: 6160.973145
	Iteration 35Q: 3 clusters Score -2.905463e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244725 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -29055770.000000 Penalty: 6160.973145
	Iteration 36Q: 3 clusters Score -2.905577e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245658 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -29056422.000000 Penalty: 6160.973145
	Iteration 37Q: 3 clusters Score -2.905642e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246172 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -29056786.000000 Penalty: 6160.973145
	Iteration 38Q: 3 clusters Score -2.905679e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246471 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -29056978.000000 Penalty: 6160.973145
	Iteration 39Q: 3 clusters Score -2.905698e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246649 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -29057192.000000 Penalty: 6160.973145
	Iteration 40F: 3 clusters Score -2.905719e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246772 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -29057264.000000 Penalty: 6160.973145
	Iteration 41Q: 3 clusters Score -2.905726e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246854 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -29057358.000000 Penalty: 6160.973145
	Iteration 42Q: 3 clusters Score -2.905736e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246905 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -29057430.000000 Penalty: 6160.973145
	Iteration 43Q: 3 clusters Score -2.905743e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246935 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -29057506.000000 Penalty: 6160.973145
	Iteration 44Q: 3 clusters Score -2.905751e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246955 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -29057586.000000 Penalty: 6160.973145
	Iteration 45Q: 3 clusters Score -2.905759e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246967 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -29057626.000000 Penalty: 6160.973145
	Iteration 46Q: 3 clusters Score -2.905763e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246981 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29057684.000000 Penalty: 6160.973145
	Iteration 47Q: 3 clusters Score -2.905768e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246984 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -29057692.000000 Penalty: 6160.973145
	Iteration 48Q: 3 clusters Score -2.905769e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246987 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -29057700.000000 Penalty: 6160.973145
	Iteration 49Q: 3 clusters Score -2.90577e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246989 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -29057730.000000 Penalty: 6160.973145
	Iteration 50Q: 3 clusters Score -2.905773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246993 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -29057750.000000 Penalty: 6160.973145
	Iteration 51Q: 3 clusters Score -2.905775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246990 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -29057794.000000 Penalty: 6160.973145
	Iteration 52Q: 3 clusters Score -2.905779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246986 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -29057818.000000 Penalty: 6160.973145
	Iteration 53Q: 3 clusters Score -2.905782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246984 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -29057818.000000 Penalty: 6160.973145
	Iteration 54Q: 3 clusters Score -2.905782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246983 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -29057824.000000 Penalty: 6160.973145
	Iteration 55Q: 3 clusters Score -2.905782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246984 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -29057824.000000 Penalty: 6160.973145
	Iteration 56Q: 3 clusters Score -2.905782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246983 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -29057858.000000 Penalty: 6160.973145
	Iteration 57Q: 3 clusters Score -2.905786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246980 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29057876.000000 Penalty: 6160.973145
	Iteration 58Q: 3 clusters Score -2.905788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246983 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -29057880.000000 Penalty: 6160.973145
	Iteration 59Q: 3 clusters Score -2.905788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246985 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -29057886.000000 Penalty: 6160.973145
	Iteration 60F: 3 clusters Score -2.905789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246979 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -29057886.000000 Penalty: 6160.973145
	Iteration 61Q: 3 clusters Score -2.905789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246980 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29057866.000000 Penalty: 6160.973145
	Iteration 62Q: 3 clusters Score -2.905787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246981 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29057862.000000 Penalty: 6160.973145
	Iteration 63Q: 3 clusters Score -2.905786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246981 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29057870.000000 Penalty: 6160.973145
	Iteration 64Q: 3 clusters Score -2.905787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246980 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29057876.000000 Penalty: 6160.973145
	Iteration 65Q: 3 clusters Score -2.905788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246976 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -29057890.000000 Penalty: 6160.973145
	Iteration 66Q: 3 clusters Score -2.905789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246979 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -29057862.000000 Penalty: 6160.973145
	Iteration 67Q: 3 clusters Score -2.905786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246981 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29057856.000000 Penalty: 6160.973145
	Iteration 68Q: 3 clusters Score -2.905786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246978 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -29057868.000000 Penalty: 6160.973145
	Iteration 69Q: 3 clusters Score -2.905787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246978 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -29057876.000000 Penalty: 6160.973145
	Iteration 70Q: 3 clusters Score -2.905788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246981 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29057904.000000 Penalty: 6160.973145
	Iteration 71Q: 3 clusters Score -2.90579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246985 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -29057908.000000 Penalty: 6160.973145
	Iteration 72Q: 3 clusters Score -2.905791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246988 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -29057906.000000 Penalty: 6160.973145
	Iteration 73Q: 3 clusters Score -2.905791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246988 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -29057910.000000 Penalty: 6160.973145
	Iteration 74Q: 3 clusters Score -2.905791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246989 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -29057912.000000 Penalty: 6160.973145
	Iteration 75Q: 3 clusters Score -2.905791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246991 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -29057918.000000 Penalty: 6160.973145
	Iteration 76Q: 3 clusters Score -2.905792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246991 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -29057898.000000 Penalty: 6160.973145
	Iteration 77Q: 3 clusters Score -2.90579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246985 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -29057912.000000 Penalty: 6160.973145
	Iteration 78Q: 3 clusters Score -2.905791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246984 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -29057904.000000 Penalty: 6160.973145
	Iteration 79Q: 3 clusters Score -2.90579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246980 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29057922.000000 Penalty: 6160.973145
	Iteration 80F: 3 clusters Score -2.905792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246980 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29057918.000000 Penalty: 6160.973145
	Iteration 81Q: 3 clusters Score -2.905792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246980 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29057922.000000 Penalty: 6160.973145
	Iteration 82Q: 3 clusters Score -2.905792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246981 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -29057912.000000 Penalty: 6160.973145
	Iteration 83Q: 3 clusters Score -2.905791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246982 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -29057918.000000 Penalty: 6160.973145
	Iteration 84Q: 3 clusters Score -2.905792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246983 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -29057908.000000 Penalty: 6160.973145
	Iteration 85Q: 3 clusters Score -2.905791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246982 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -29057908.000000 Penalty: 6160.973145
	Iteration 86Q: 3 clusters Score -2.905791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246982 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -29057908.000000 Penalty: 6160.973145
	Iteration 87F: 3 clusters Score -2.905791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164375 members 
Entering Unmasked Estep 
Score: -19700820.000000 Penalty: 2978.456543
	Iteration 0F: 2 clusters Score -1.970082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -19592484.000000 Penalty: 5956.913086
	Iteration 0F: 3 clusters Score -1.959248e+07 nChanged 78608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -19638762.000000 Penalty: 5956.913086
	Iteration 1F: 3 clusters Score -1.963876e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -19640246.000000 Penalty: 5956.913086
	Iteration 2Q: 3 clusters Score -1.964025e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -19642108.000000 Penalty: 5956.913086
	Iteration 3Q: 3 clusters Score -1.964211e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -19644440.000000 Penalty: 5956.913086
	Iteration 4Q: 3 clusters Score -1.964444e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -19647540.000000 Penalty: 5956.913086
	Iteration 5Q: 3 clusters Score -1.964754e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -19651544.000000 Penalty: 5956.913086
	Iteration 6F: 3 clusters Score -1.965154e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -19656262.000000 Penalty: 5956.913086
	Iteration 7F: 3 clusters Score -1.965626e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -19662034.000000 Penalty: 5956.913086
	Iteration 8F: 3 clusters Score -1.966203e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -19668254.000000 Penalty: 5956.913086
	Iteration 9F: 3 clusters Score -1.966825e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -19675166.000000 Penalty: 5956.913086
	Iteration 10F: 3 clusters Score -1.967517e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -19682014.000000 Penalty: 5956.913086
	Iteration 11F: 3 clusters Score -1.968201e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -19688088.000000 Penalty: 5956.913086
	Iteration 12Q: 3 clusters Score -1.968809e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151704 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -19692240.000000 Penalty: 5956.913086
	Iteration 13Q: 3 clusters Score -1.969224e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154914 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -19694804.000000 Penalty: 5956.913086
	Iteration 14Q: 3 clusters Score -1.96948e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -19696298.000000 Penalty: 5956.913086
	Iteration 15Q: 3 clusters Score -1.96963e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -19697484.000000 Penalty: 5956.913086
	Iteration 16Q: 3 clusters Score -1.969748e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -19698108.000000 Penalty: 5956.913086
	Iteration 17Q: 3 clusters Score -1.969811e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159864 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -19698600.000000 Penalty: 5956.913086
	Iteration 18Q: 3 clusters Score -1.96986e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -19698920.000000 Penalty: 5956.913086
	Iteration 19Q: 3 clusters Score -1.969892e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160636 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -19699138.000000 Penalty: 5956.913086
	Iteration 20F: 3 clusters Score -1.969914e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -19699278.000000 Penalty: 5956.913086
	Iteration 21Q: 3 clusters Score -1.969928e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -19699354.000000 Penalty: 5956.913086
	Iteration 22Q: 3 clusters Score -1.969935e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161170 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -19699420.000000 Penalty: 5956.913086
	Iteration 23Q: 3 clusters Score -1.969942e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161266 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -19699416.000000 Penalty: 5956.913086
	Iteration 24Q: 3 clusters Score -1.969942e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19699430.000000 Penalty: 5956.913086
	Iteration 25Q: 3 clusters Score -1.969943e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -19699490.000000 Penalty: 5956.913086
	Iteration 26Q: 3 clusters Score -1.969949e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161460 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -19699512.000000 Penalty: 5956.913086
	Iteration 27Q: 3 clusters Score -1.969951e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19699504.000000 Penalty: 5956.913086
	Iteration 28Q: 3 clusters Score -1.96995e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161526 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -19699452.000000 Penalty: 5956.913086
	Iteration 29Q: 3 clusters Score -1.969945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -19699448.000000 Penalty: 5956.913086
	Iteration 30Q: 3 clusters Score -1.969945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -19699454.000000 Penalty: 5956.913086
	Iteration 31Q: 3 clusters Score -1.969945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -19699444.000000 Penalty: 5956.913086
	Iteration 32Q: 3 clusters Score -1.969944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -19699460.000000 Penalty: 5956.913086
	Iteration 33Q: 3 clusters Score -1.969946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -19699468.000000 Penalty: 5956.913086
	Iteration 34Q: 3 clusters Score -1.969947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -19699458.000000 Penalty: 5956.913086
	Iteration 35Q: 3 clusters Score -1.969946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19699460.000000 Penalty: 5956.913086
	Iteration 36Q: 3 clusters Score -1.969946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -19699478.000000 Penalty: 5956.913086
	Iteration 37Q: 3 clusters Score -1.969948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -19699482.000000 Penalty: 5956.913086
	Iteration 38Q: 3 clusters Score -1.969948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -19699484.000000 Penalty: 5956.913086
	Iteration 39Q: 3 clusters Score -1.969948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161618 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -19699462.000000 Penalty: 5956.913086
	Iteration 40F: 3 clusters Score -1.969946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -19699466.000000 Penalty: 5956.913086
	Iteration 41Q: 3 clusters Score -1.969947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161624 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -19699474.000000 Penalty: 5956.913086
	Iteration 42Q: 3 clusters Score -1.969947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161624 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -19699464.000000 Penalty: 5956.913086
	Iteration 43Q: 3 clusters Score -1.969946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -19699462.000000 Penalty: 5956.913086
	Iteration 44Q: 3 clusters Score -1.969946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -19699470.000000 Penalty: 5956.913086
	Iteration 45Q: 3 clusters Score -1.969947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161633 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -19699456.000000 Penalty: 5956.913086
	Iteration 46Q: 3 clusters Score -1.969946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -19699456.000000 Penalty: 5956.913086
	Iteration 47Q: 3 clusters Score -1.969946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161648 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19699450.000000 Penalty: 5956.913086
	Iteration 48Q: 3 clusters Score -1.969945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161656 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -19699456.000000 Penalty: 5956.913086
	Iteration 49Q: 3 clusters Score -1.969946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161660 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -19699458.000000 Penalty: 5956.913086
	Iteration 50Q: 3 clusters Score -1.969946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -19699450.000000 Penalty: 5956.913086
	Iteration 51Q: 3 clusters Score -1.969945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -19699460.000000 Penalty: 5956.913086
	Iteration 52Q: 3 clusters Score -1.969946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19699478.000000 Penalty: 5956.913086
	Iteration 53Q: 3 clusters Score -1.969948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -19699484.000000 Penalty: 5956.913086
	Iteration 54Q: 3 clusters Score -1.969948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -19699490.000000 Penalty: 5956.913086
	Iteration 55Q: 3 clusters Score -1.969949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19699482.000000 Penalty: 5956.913086
	Iteration 56Q: 3 clusters Score -1.969948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161676 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -19699496.000000 Penalty: 5956.913086
	Iteration 57Q: 3 clusters Score -1.96995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -19699500.000000 Penalty: 5956.913086
	Iteration 58Q: 3 clusters Score -1.96995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19699500.000000 Penalty: 5956.913086
	Iteration 59Q: 3 clusters Score -1.96995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19699502.000000 Penalty: 5956.913086
	Iteration 60F: 3 clusters Score -1.96995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161682 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19699502.000000 Penalty: 5956.913086
	Iteration 61Q: 3 clusters Score -1.96995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19699514.000000 Penalty: 5956.913086
	Iteration 62Q: 3 clusters Score -1.969951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19699514.000000 Penalty: 5956.913086
	Iteration 63F: 3 clusters Score -1.969951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Entering Unmasked Estep 
Score: -1826341.125000 Penalty: 2404.768555
	Iteration 0F: 2 clusters Score -1826341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1814772.875000 Penalty: 4809.537109
	Iteration 0F: 3 clusters Score -1814773 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1818708.875000 Penalty: 4809.537109
	Iteration 1F: 3 clusters Score -1818709 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1819315.625000 Penalty: 4809.537109
	Iteration 2F: 3 clusters Score -1819316 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1819949.125000 Penalty: 4809.537109
	Iteration 3F: 3 clusters Score -1819949 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1820634.250000 Penalty: 4809.537109
	Iteration 4F: 3 clusters Score -1820634 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1821414.500000 Penalty: 4809.537109
	Iteration 5F: 3 clusters Score -1821414 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1822211.500000 Penalty: 4809.537109
	Iteration 6F: 3 clusters Score -1822212 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1822826.750000 Penalty: 4809.537109
	Iteration 7F: 3 clusters Score -1822827 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1823259.875000 Penalty: 4809.537109
	Iteration 8Q: 3 clusters Score -1823260 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1823560.500000 Penalty: 4809.537109
	Iteration 9Q: 3 clusters Score -1823560 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1823742.125000 Penalty: 4809.537109
	Iteration 10Q: 3 clusters Score -1823742 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1823833.375000 Penalty: 4809.537109
	Iteration 11Q: 3 clusters Score -1823833 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1823899.250000 Penalty: 4809.537109
	Iteration 12Q: 3 clusters Score -1823899 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1823963.375000 Penalty: 4809.537109
	Iteration 13Q: 3 clusters Score -1823963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1824020.375000 Penalty: 4809.537109
	Iteration 14Q: 3 clusters Score -1824020 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1824092.125000 Penalty: 4809.537109
	Iteration 15Q: 3 clusters Score -1824092 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1824178.250000 Penalty: 4809.537109
	Iteration 16Q: 3 clusters Score -1824178 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1824288.000000 Penalty: 4809.537109
	Iteration 17Q: 3 clusters Score -1824288 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1824413.375000 Penalty: 4809.537109
	Iteration 18Q: 3 clusters Score -1824413 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1824530.375000 Penalty: 4809.537109
	Iteration 19Q: 3 clusters Score -1824530 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1824651.125000 Penalty: 4809.537109
	Iteration 20F: 3 clusters Score -1824651 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1824766.250000 Penalty: 4809.537109
	Iteration 21Q: 3 clusters Score -1824766 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1824846.500000 Penalty: 4809.537109
	Iteration 22Q: 3 clusters Score -1824846 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1824913.500000 Penalty: 4809.537109
	Iteration 23Q: 3 clusters Score -1824914 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1824955.250000 Penalty: 4809.537109
	Iteration 24Q: 3 clusters Score -1824955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1824978.875000 Penalty: 4809.537109
	Iteration 25Q: 3 clusters Score -1824979 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1825008.750000 Penalty: 4809.537109
	Iteration 26Q: 3 clusters Score -1825009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1825024.500000 Penalty: 4809.537109
	Iteration 27Q: 3 clusters Score -1825024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1825036.375000 Penalty: 4809.537109
	Iteration 28Q: 3 clusters Score -1825036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1825048.875000 Penalty: 4809.537109
	Iteration 29Q: 3 clusters Score -1825049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1825055.500000 Penalty: 4809.537109
	Iteration 30Q: 3 clusters Score -1825056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1825058.875000 Penalty: 4809.537109
	Iteration 31Q: 3 clusters Score -1825059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1825063.000000 Penalty: 4809.537109
	Iteration 32Q: 3 clusters Score -1825063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1825062.750000 Penalty: 4809.537109
	Iteration 33Q: 3 clusters Score -1825063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1825066.625000 Penalty: 4809.537109
	Iteration 34Q: 3 clusters Score -1825067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1825072.125000 Penalty: 4809.537109
	Iteration 35Q: 3 clusters Score -1825072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1825075.375000 Penalty: 4809.537109
	Iteration 36Q: 3 clusters Score -1825075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1825074.375000 Penalty: 4809.537109
	Iteration 37Q: 3 clusters Score -1825074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1825073.250000 Penalty: 4809.537109
	Iteration 38Q: 3 clusters Score -1825073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1825076.375000 Penalty: 4809.537109
	Iteration 39Q: 3 clusters Score -1825076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1825074.375000 Penalty: 4809.537109
	Iteration 40F: 3 clusters Score -1825074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1825074.250000 Penalty: 4809.537109
	Iteration 41Q: 3 clusters Score -1825074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1825075.750000 Penalty: 4809.537109
	Iteration 42Q: 3 clusters Score -1825076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1825075.375000 Penalty: 4809.537109
	Iteration 43Q: 3 clusters Score -1825075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1825076.250000 Penalty: 4809.537109
	Iteration 44Q: 3 clusters Score -1825076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1825075.250000 Penalty: 4809.537109
	Iteration 45Q: 3 clusters Score -1825075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1825075.250000 Penalty: 4809.537109
	Iteration 46F: 3 clusters Score -1825075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Entering Unmasked Estep 
Score: -5481615.500000 Penalty: 2667.283447
	Iteration 0F: 2 clusters Score -5481616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5450134.500000 Penalty: 5334.566895
	Iteration 0F: 3 clusters Score -5450134 nChanged 21586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5462168.500000 Penalty: 5334.566895
	Iteration 1F: 3 clusters Score -5462168 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5463030.500000 Penalty: 5334.566895
	Iteration 2Q: 3 clusters Score -5463030 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5464318.500000 Penalty: 5334.566895
	Iteration 3F: 3 clusters Score -5464318 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5466310.000000 Penalty: 5334.566895
	Iteration 4F: 3 clusters Score -5466310 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -5469180.000000 Penalty: 5334.566895
	Iteration 5F: 3 clusters Score -5469180 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5472494.000000 Penalty: 5334.566895
	Iteration 6F: 3 clusters Score -5472494 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5475559.500000 Penalty: 5334.566895
	Iteration 7F: 3 clusters Score -5475560 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5477695.000000 Penalty: 5334.566895
	Iteration 8F: 3 clusters Score -5477695 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5478903.000000 Penalty: 5334.566895
	Iteration 9Q: 3 clusters Score -5478903 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5479586.000000 Penalty: 5334.566895
	Iteration 10Q: 3 clusters Score -5479586 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5479867.000000 Penalty: 5334.566895
	Iteration 11Q: 3 clusters Score -5479867 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5480012.000000 Penalty: 5334.566895
	Iteration 12Q: 3 clusters Score -5480012 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5480108.000000 Penalty: 5334.566895
	Iteration 13Q: 3 clusters Score -5480108 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5480170.500000 Penalty: 5334.566895
	Iteration 14Q: 3 clusters Score -5480170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5480199.500000 Penalty: 5334.566895
	Iteration 15Q: 3 clusters Score -5480200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5480227.000000 Penalty: 5334.566895
	Iteration 16Q: 3 clusters Score -5480227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5480248.500000 Penalty: 5334.566895
	Iteration 17Q: 3 clusters Score -5480248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5480275.000000 Penalty: 5334.566895
	Iteration 18Q: 3 clusters Score -5480275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5480296.000000 Penalty: 5334.566895
	Iteration 19Q: 3 clusters Score -5480296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5480302.500000 Penalty: 5334.566895
	Iteration 20F: 3 clusters Score -5480302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5480310.500000 Penalty: 5334.566895
	Iteration 21Q: 3 clusters Score -5480310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5480312.000000 Penalty: 5334.566895
	Iteration 22Q: 3 clusters Score -5480312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5480321.000000 Penalty: 5334.566895
	Iteration 23Q: 3 clusters Score -5480321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5480330.500000 Penalty: 5334.566895
	Iteration 24Q: 3 clusters Score -5480330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5480334.000000 Penalty: 5334.566895
	Iteration 25Q: 3 clusters Score -5480334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5480339.500000 Penalty: 5334.566895
	Iteration 26Q: 3 clusters Score -5480340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5480345.500000 Penalty: 5334.566895
	Iteration 27Q: 3 clusters Score -5480346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5480345.500000 Penalty: 5334.566895
	Iteration 28Q: 3 clusters Score -5480346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5480347.500000 Penalty: 5334.566895
	Iteration 29Q: 3 clusters Score -5480348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5480347.000000 Penalty: 5334.566895
	Iteration 30Q: 3 clusters Score -5480347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5480352.000000 Penalty: 5334.566895
	Iteration 31Q: 3 clusters Score -5480352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5480349.500000 Penalty: 5334.566895
	Iteration 32Q: 3 clusters Score -5480350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5480354.000000 Penalty: 5334.566895
	Iteration 33Q: 3 clusters Score -5480354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5480355.500000 Penalty: 5334.566895
	Iteration 34Q: 3 clusters Score -5480356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5480362.000000 Penalty: 5334.566895
	Iteration 35Q: 3 clusters Score -5480362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5480358.500000 Penalty: 5334.566895
	Iteration 36Q: 3 clusters Score -5480358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5480358.000000 Penalty: 5334.566895
	Iteration 37Q: 3 clusters Score -5480358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5480363.500000 Penalty: 5334.566895
	Iteration 38Q: 3 clusters Score -5480364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5480364.500000 Penalty: 5334.566895
	Iteration 39Q: 3 clusters Score -5480364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5480366.500000 Penalty: 5334.566895
	Iteration 40F: 3 clusters Score -5480366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5480368.500000 Penalty: 5334.566895
	Iteration 41Q: 3 clusters Score -5480368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5480367.000000 Penalty: 5334.566895
	Iteration 42Q: 3 clusters Score -5480367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5480374.000000 Penalty: 5334.566895
	Iteration 43Q: 3 clusters Score -5480374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5480374.000000 Penalty: 5334.566895
	Iteration 44F: 3 clusters Score -5480374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Entering Unmasked Estep 
Score: -4595448.000000 Penalty: 2616.098145
	Iteration 0F: 2 clusters Score -4595448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4569530.000000 Penalty: 5232.196289
	Iteration 0F: 3 clusters Score -4569530 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4579097.500000 Penalty: 5232.196289
	Iteration 1F: 3 clusters Score -4579098 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4579616.000000 Penalty: 5232.196289
	Iteration 2Q: 3 clusters Score -4579616 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4580108.500000 Penalty: 5232.196289
	Iteration 3Q: 3 clusters Score -4580108 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4580569.000000 Penalty: 5232.196289
	Iteration 4Q: 3 clusters Score -4580569 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4581053.500000 Penalty: 5232.196289
	Iteration 5Q: 3 clusters Score -4581054 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4581578.000000 Penalty: 5232.196289
	Iteration 6Q: 3 clusters Score -4581578 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -4582097.500000 Penalty: 5232.196289
	Iteration 7Q: 3 clusters Score -4582098 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4582760.500000 Penalty: 5232.196289
	Iteration 8Q: 3 clusters Score -4582760 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4583357.500000 Penalty: 5232.196289
	Iteration 9Q: 3 clusters Score -4583358 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -4584085.000000 Penalty: 5232.196289
	Iteration 10Q: 3 clusters Score -4584085 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4584922.000000 Penalty: 5232.196289
	Iteration 11Q: 3 clusters Score -4584922 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4585919.000000 Penalty: 5232.196289
	Iteration 12Q: 3 clusters Score -4585919 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -4587064.000000 Penalty: 5232.196289
	Iteration 13Q: 3 clusters Score -4587064 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4588284.500000 Penalty: 5232.196289
	Iteration 14Q: 3 clusters Score -4588284 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4589306.500000 Penalty: 5232.196289
	Iteration 15Q: 3 clusters Score -4589306 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4590051.500000 Penalty: 5232.196289
	Iteration 16Q: 3 clusters Score -4590052 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4590675.500000 Penalty: 5232.196289
	Iteration 17Q: 3 clusters Score -4590676 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4591215.000000 Penalty: 5232.196289
	Iteration 18Q: 3 clusters Score -4591215 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4591560.500000 Penalty: 5232.196289
	Iteration 19Q: 3 clusters Score -4591560 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4591887.500000 Penalty: 5232.196289
	Iteration 20F: 3 clusters Score -4591888 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4592143.500000 Penalty: 5232.196289
	Iteration 21Q: 3 clusters Score -4592144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4592370.000000 Penalty: 5232.196289
	Iteration 22Q: 3 clusters Score -4592370 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4592557.000000 Penalty: 5232.196289
	Iteration 23Q: 3 clusters Score -4592557 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4592728.000000 Penalty: 5232.196289
	Iteration 24Q: 3 clusters Score -4592728 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4592850.500000 Penalty: 5232.196289
	Iteration 25Q: 3 clusters Score -4592850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4592931.500000 Penalty: 5232.196289
	Iteration 26Q: 3 clusters Score -4592932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4592991.500000 Penalty: 5232.196289
	Iteration 27Q: 3 clusters Score -4592992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4593036.500000 Penalty: 5232.196289
	Iteration 28Q: 3 clusters Score -4593036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4593058.000000 Penalty: 5232.196289
	Iteration 29Q: 3 clusters Score -4593058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4593076.500000 Penalty: 5232.196289
	Iteration 30Q: 3 clusters Score -4593076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4593084.500000 Penalty: 5232.196289
	Iteration 31Q: 3 clusters Score -4593084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4593094.500000 Penalty: 5232.196289
	Iteration 32Q: 3 clusters Score -4593094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4593102.500000 Penalty: 5232.196289
	Iteration 33Q: 3 clusters Score -4593102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4593118.000000 Penalty: 5232.196289
	Iteration 34Q: 3 clusters Score -4593118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4593132.500000 Penalty: 5232.196289
	Iteration 35Q: 3 clusters Score -4593132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4593140.500000 Penalty: 5232.196289
	Iteration 36Q: 3 clusters Score -4593140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4593150.000000 Penalty: 5232.196289
	Iteration 37Q: 3 clusters Score -4593150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4593157.000000 Penalty: 5232.196289
	Iteration 38Q: 3 clusters Score -4593157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4593161.000000 Penalty: 5232.196289
	Iteration 39Q: 3 clusters Score -4593161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4593163.500000 Penalty: 5232.196289
	Iteration 40F: 3 clusters Score -4593164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4593178.000000 Penalty: 5232.196289
	Iteration 41Q: 3 clusters Score -4593178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4593177.500000 Penalty: 5232.196289
	Iteration 42Q: 3 clusters Score -4593178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4593187.500000 Penalty: 5232.196289
	Iteration 43Q: 3 clusters Score -4593188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4593186.000000 Penalty: 5232.196289
	Iteration 44Q: 3 clusters Score -4593186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4593186.500000 Penalty: 5232.196289
	Iteration 45Q: 3 clusters Score -4593186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4593186.500000 Penalty: 5232.196289
	Iteration 46F: 3 clusters Score -4593186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -571943.625000 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -571943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -567474.687500 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -567474.7 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -568594.250000 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -568594.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -568821.125000 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -568821.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -568989.687500 Penalty: 4212.275391
	Iteration 3F: 3 clusters Score -568989.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -569117.312500 Penalty: 4212.275391
	Iteration 4Q: 3 clusters Score -569117.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -569223.500000 Penalty: 4212.275391
	Iteration 5Q: 3 clusters Score -569223.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -569316.500000 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -569316.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -569395.125000 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -569395.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -569469.812500 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -569469.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -569538.312500 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -569538.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -569600.875000 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -569600.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -569648.812500 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -569648.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -569692.375000 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -569692.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -569722.187500 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -569722.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -569749.312500 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -569749.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -569775.125000 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -569775.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -569795.875000 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -569795.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -569817.187500 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -569817.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -569840.937500 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -569840.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -569866.375000 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -569866.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -569886.812500 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -569886.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -569906.250000 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -569906.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -569927.250000 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -569927.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -569948.312500 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -569948.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -569965.937500 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -569965.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -569983.312500 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -569983.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -569991.062500 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -569991.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -569998.312500 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -569998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -570001.750000 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -570001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -570005.125000 Penalty: 4212.275391
	Iteration 29Q: 3 clusters Score -570005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -570009.250000 Penalty: 4212.275391
	Iteration 30Q: 3 clusters Score -570009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -570014.000000 Penalty: 4212.275391
	Iteration 31Q: 3 clusters Score -570014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -570017.750000 Penalty: 4212.275391
	Iteration 32Q: 3 clusters Score -570017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -570021.562500 Penalty: 4212.275391
	Iteration 33Q: 3 clusters Score -570021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -570026.437500 Penalty: 4212.275391
	Iteration 34Q: 3 clusters Score -570026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -570032.000000 Penalty: 4212.275391
	Iteration 35Q: 3 clusters Score -570032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -570035.187500 Penalty: 4212.275391
	Iteration 36Q: 3 clusters Score -570035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -570038.125000 Penalty: 4212.275391
	Iteration 37Q: 3 clusters Score -570038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -570041.437500 Penalty: 4212.275391
	Iteration 38Q: 3 clusters Score -570041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -570044.437500 Penalty: 4212.275391
	Iteration 39Q: 3 clusters Score -570044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -570045.375000 Penalty: 4212.275391
	Iteration 40F: 3 clusters Score -570045.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -570050.625000 Penalty: 4212.275391
	Iteration 41Q: 3 clusters Score -570050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -570051.687500 Penalty: 4212.275391
	Iteration 42Q: 3 clusters Score -570051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -570053.250000 Penalty: 4212.275391
	Iteration 43Q: 3 clusters Score -570053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -570054.937500 Penalty: 4212.275391
	Iteration 44Q: 3 clusters Score -570054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -570055.125000 Penalty: 4212.275391
	Iteration 45Q: 3 clusters Score -570055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -570055.875000 Penalty: 4212.275391
	Iteration 46Q: 3 clusters Score -570055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -570055.500000 Penalty: 4212.275391
	Iteration 47Q: 3 clusters Score -570055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -570057.187500 Penalty: 4212.275391
	Iteration 48Q: 3 clusters Score -570057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -570057.375000 Penalty: 4212.275391
	Iteration 49Q: 3 clusters Score -570057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -570057.750000 Penalty: 4212.275391
	Iteration 50Q: 3 clusters Score -570057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -570057.375000 Penalty: 4212.275391
	Iteration 51Q: 3 clusters Score -570057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -570057.375000 Penalty: 4212.275391
	Iteration 52F: 3 clusters Score -570057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38741.738281 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38741.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37383.558594 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37383.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37503.550781 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37503.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37523.000000 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -37523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37566.355469 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37566.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37626.664062 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37626.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37643.492188 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37643.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37644.523438 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -37644.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37645.121094 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -37645.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37645.121094 Penalty: 2948.928711
	Iteration 8F: 3 clusters Score -37645.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157110 members 
Entering Unmasked Estep 
Score: -18747556.000000 Penalty: 2967.246094
	Iteration 0F: 2 clusters Score -1.874756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -18643406.000000 Penalty: 5934.492188
	Iteration 0F: 3 clusters Score -1.864341e+07 nChanged 74996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -18687242.000000 Penalty: 5934.492188
	Iteration 1F: 3 clusters Score -1.868724e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -18688704.000000 Penalty: 5934.492188
	Iteration 2Q: 3 clusters Score -1.86887e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -18691236.000000 Penalty: 5934.492188
	Iteration 3Q: 3 clusters Score -1.869124e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -18695240.000000 Penalty: 5934.492188
	Iteration 4F: 3 clusters Score -1.869524e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104171 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -18701114.000000 Penalty: 5934.492188
	Iteration 5F: 3 clusters Score -1.870111e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114270 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -18709008.000000 Penalty: 5934.492188
	Iteration 6F: 3 clusters Score -1.870901e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -18718062.000000 Penalty: 5934.492188
	Iteration 7F: 3 clusters Score -1.871806e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -18727076.000000 Penalty: 5934.492188
	Iteration 8F: 3 clusters Score -1.872708e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -18734560.000000 Penalty: 5934.492188
	Iteration 9F: 3 clusters Score -1.873456e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150253 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -18739776.000000 Penalty: 5934.492188
	Iteration 10Q: 3 clusters Score -1.873978e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -18742724.000000 Penalty: 5934.492188
	Iteration 11Q: 3 clusters Score -1.874272e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -18743988.000000 Penalty: 5934.492188
	Iteration 12Q: 3 clusters Score -1.874399e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -18744464.000000 Penalty: 5934.492188
	Iteration 13Q: 3 clusters Score -1.874446e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156485 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18744690.000000 Penalty: 5934.492188
	Iteration 14Q: 3 clusters Score -1.874469e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18744820.000000 Penalty: 5934.492188
	Iteration 15Q: 3 clusters Score -1.874482e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156667 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18744914.000000 Penalty: 5934.492188
	Iteration 16Q: 3 clusters Score -1.874491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18744942.000000 Penalty: 5934.492188
	Iteration 17Q: 3 clusters Score -1.874494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -18744980.000000 Penalty: 5934.492188
	Iteration 18Q: 3 clusters Score -1.874498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -18745004.000000 Penalty: 5934.492188
	Iteration 19Q: 3 clusters Score -1.8745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156725 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -18745010.000000 Penalty: 5934.492188
	Iteration 20F: 3 clusters Score -1.874501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156729 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18745016.000000 Penalty: 5934.492188
	Iteration 21Q: 3 clusters Score -1.874502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18745038.000000 Penalty: 5934.492188
	Iteration 22Q: 3 clusters Score -1.874504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156732 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18745038.000000 Penalty: 5934.492188
	Iteration 23Q: 3 clusters Score -1.874504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18745040.000000 Penalty: 5934.492188
	Iteration 24Q: 3 clusters Score -1.874504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156737 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18745040.000000 Penalty: 5934.492188
	Iteration 25Q: 3 clusters Score -1.874504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156740 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -18745038.000000 Penalty: 5934.492188
	Iteration 26Q: 3 clusters Score -1.874504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156743 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -18745044.000000 Penalty: 5934.492188
	Iteration 27Q: 3 clusters Score -1.874504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18745044.000000 Penalty: 5934.492188
	Iteration 28Q: 3 clusters Score -1.874504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156746 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18745050.000000 Penalty: 5934.492188
	Iteration 29Q: 3 clusters Score -1.874505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156746 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18745054.000000 Penalty: 5934.492188
	Iteration 30Q: 3 clusters Score -1.874505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18745050.000000 Penalty: 5934.492188
	Iteration 31Q: 3 clusters Score -1.874505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18745050.000000 Penalty: 5934.492188
	Iteration 32F: 3 clusters Score -1.874505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Entering Unmasked Estep 
Score: -1162722.750000 Penalty: 2291.807861
	Iteration 0F: 2 clusters Score -1162723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1154894.750000 Penalty: 4583.615723
	Iteration 0F: 3 clusters Score -1154895 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1157264.750000 Penalty: 4583.615723
	Iteration 1F: 3 clusters Score -1157265 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1157702.125000 Penalty: 4583.615723
	Iteration 2F: 3 clusters Score -1157702 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1158033.875000 Penalty: 4583.615723
	Iteration 3F: 3 clusters Score -1158034 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1158300.625000 Penalty: 4583.615723
	Iteration 4Q: 3 clusters Score -1158301 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1158524.125000 Penalty: 4583.615723
	Iteration 5Q: 3 clusters Score -1158524 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1158708.625000 Penalty: 4583.615723
	Iteration 6Q: 3 clusters Score -1158709 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1158851.625000 Penalty: 4583.615723
	Iteration 7Q: 3 clusters Score -1158852 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1158967.125000 Penalty: 4583.615723
	Iteration 8Q: 3 clusters Score -1158967 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1159074.375000 Penalty: 4583.615723
	Iteration 9Q: 3 clusters Score -1159074 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1159185.250000 Penalty: 4583.615723
	Iteration 10Q: 3 clusters Score -1159185 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1159293.375000 Penalty: 4583.615723
	Iteration 11Q: 3 clusters Score -1159293 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1159419.250000 Penalty: 4583.615723
	Iteration 12Q: 3 clusters Score -1159419 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1159549.750000 Penalty: 4583.615723
	Iteration 13Q: 3 clusters Score -1159550 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1159698.250000 Penalty: 4583.615723
	Iteration 14Q: 3 clusters Score -1159698 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1159864.500000 Penalty: 4583.615723
	Iteration 15Q: 3 clusters Score -1159864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1160031.625000 Penalty: 4583.615723
	Iteration 16Q: 3 clusters Score -1160032 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1160213.125000 Penalty: 4583.615723
	Iteration 17Q: 3 clusters Score -1160213 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1160382.500000 Penalty: 4583.615723
	Iteration 18Q: 3 clusters Score -1160382 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1160543.875000 Penalty: 4583.615723
	Iteration 19Q: 3 clusters Score -1160544 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1160694.500000 Penalty: 4583.615723
	Iteration 20F: 3 clusters Score -1160694 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1160812.875000 Penalty: 4583.615723
	Iteration 21Q: 3 clusters Score -1160813 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1160921.375000 Penalty: 4583.615723
	Iteration 22Q: 3 clusters Score -1160921 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1161013.125000 Penalty: 4583.615723
	Iteration 23Q: 3 clusters Score -1161013 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1161080.875000 Penalty: 4583.615723
	Iteration 24Q: 3 clusters Score -1161081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1161135.625000 Penalty: 4583.615723
	Iteration 25Q: 3 clusters Score -1161136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1161174.125000 Penalty: 4583.615723
	Iteration 26Q: 3 clusters Score -1161174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1161199.875000 Penalty: 4583.615723
	Iteration 27Q: 3 clusters Score -1161200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1161218.125000 Penalty: 4583.615723
	Iteration 28Q: 3 clusters Score -1161218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1161239.250000 Penalty: 4583.615723
	Iteration 29Q: 3 clusters Score -1161239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1161257.625000 Penalty: 4583.615723
	Iteration 30Q: 3 clusters Score -1161258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1161270.625000 Penalty: 4583.615723
	Iteration 31Q: 3 clusters Score -1161271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1161282.250000 Penalty: 4583.615723
	Iteration 32Q: 3 clusters Score -1161282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1161294.125000 Penalty: 4583.615723
	Iteration 33Q: 3 clusters Score -1161294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1161299.125000 Penalty: 4583.615723
	Iteration 34Q: 3 clusters Score -1161299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1161306.625000 Penalty: 4583.615723
	Iteration 35Q: 3 clusters Score -1161307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1161315.375000 Penalty: 4583.615723
	Iteration 36Q: 3 clusters Score -1161315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1161320.250000 Penalty: 4583.615723
	Iteration 37Q: 3 clusters Score -1161320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1161325.875000 Penalty: 4583.615723
	Iteration 38Q: 3 clusters Score -1161326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1161326.875000 Penalty: 4583.615723
	Iteration 39Q: 3 clusters Score -1161327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1161329.500000 Penalty: 4583.615723
	Iteration 40F: 3 clusters Score -1161330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1161330.375000 Penalty: 4583.615723
	Iteration 41Q: 3 clusters Score -1161330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1161330.375000 Penalty: 4583.615723
	Iteration 42F: 3 clusters Score -1161330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (93269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Entering Unmasked Estep 
Score: -11101202.000000 Penalty: 2837.924316
	Iteration 0F: 2 clusters Score -1.11012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -11038849.000000 Penalty: 5675.848633
	Iteration 0F: 3 clusters Score -1.103885e+07 nChanged 44043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -11064060.000000 Penalty: 5675.848633
	Iteration 1F: 3 clusters Score -1.106406e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -11064969.000000 Penalty: 5675.848633
	Iteration 2Q: 3 clusters Score -1.106497e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -11065977.000000 Penalty: 5675.848633
	Iteration 3Q: 3 clusters Score -1.106598e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -11067229.000000 Penalty: 5675.848633
	Iteration 4Q: 3 clusters Score -1.106723e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -11068967.000000 Penalty: 5675.848633
	Iteration 5Q: 3 clusters Score -1.106897e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -11071564.000000 Penalty: 5675.848633
	Iteration 6Q: 3 clusters Score -1.107156e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -11075244.000000 Penalty: 5675.848633
	Iteration 7F: 3 clusters Score -1.107524e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -11079690.000000 Penalty: 5675.848633
	Iteration 8F: 3 clusters Score -1.107969e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -11084424.000000 Penalty: 5675.848633
	Iteration 9F: 3 clusters Score -1.108442e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -11088650.000000 Penalty: 5675.848633
	Iteration 10F: 3 clusters Score -1.108865e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -11091934.000000 Penalty: 5675.848633
	Iteration 11Q: 3 clusters Score -1.109193e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -11094210.000000 Penalty: 5675.848633
	Iteration 12Q: 3 clusters Score -1.109421e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -11095764.000000 Penalty: 5675.848633
	Iteration 13Q: 3 clusters Score -1.109576e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -11096877.000000 Penalty: 5675.848633
	Iteration 14Q: 3 clusters Score -1.109688e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -11097531.000000 Penalty: 5675.848633
	Iteration 15Q: 3 clusters Score -1.109753e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -11097839.000000 Penalty: 5675.848633
	Iteration 16Q: 3 clusters Score -1.109784e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -11098085.000000 Penalty: 5675.848633
	Iteration 17Q: 3 clusters Score -1.109808e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -11098227.000000 Penalty: 5675.848633
	Iteration 18Q: 3 clusters Score -1.109823e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -11098302.000000 Penalty: 5675.848633
	Iteration 19Q: 3 clusters Score -1.10983e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -11098312.000000 Penalty: 5675.848633
	Iteration 20F: 3 clusters Score -1.109831e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -11098368.000000 Penalty: 5675.848633
	Iteration 21Q: 3 clusters Score -1.109837e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -11098428.000000 Penalty: 5675.848633
	Iteration 22Q: 3 clusters Score -1.109843e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -11098473.000000 Penalty: 5675.848633
	Iteration 23Q: 3 clusters Score -1.109847e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -11098493.000000 Penalty: 5675.848633
	Iteration 24Q: 3 clusters Score -1.109849e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -11098513.000000 Penalty: 5675.848633
	Iteration 25Q: 3 clusters Score -1.109851e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -11098524.000000 Penalty: 5675.848633
	Iteration 26Q: 3 clusters Score -1.109852e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -11098538.000000 Penalty: 5675.848633
	Iteration 27Q: 3 clusters Score -1.109854e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -11098534.000000 Penalty: 5675.848633
	Iteration 28Q: 3 clusters Score -1.109853e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -11098559.000000 Penalty: 5675.848633
	Iteration 29Q: 3 clusters Score -1.109856e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -11098566.000000 Penalty: 5675.848633
	Iteration 30Q: 3 clusters Score -1.109857e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -11098594.000000 Penalty: 5675.848633
	Iteration 31Q: 3 clusters Score -1.109859e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -11098594.000000 Penalty: 5675.848633
	Iteration 32Q: 3 clusters Score -1.109859e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -11098600.000000 Penalty: 5675.848633
	Iteration 33Q: 3 clusters Score -1.10986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -11098594.000000 Penalty: 5675.848633
	Iteration 34Q: 3 clusters Score -1.109859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -11098610.000000 Penalty: 5675.848633
	Iteration 35Q: 3 clusters Score -1.109861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -11098613.000000 Penalty: 5675.848633
	Iteration 36Q: 3 clusters Score -1.109861e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -11098628.000000 Penalty: 5675.848633
	Iteration 37Q: 3 clusters Score -1.109863e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -11098622.000000 Penalty: 5675.848633
	Iteration 38Q: 3 clusters Score -1.109862e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -11098626.000000 Penalty: 5675.848633
	Iteration 39Q: 3 clusters Score -1.109863e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -11098649.000000 Penalty: 5675.848633
	Iteration 40F: 3 clusters Score -1.109865e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -11098641.000000 Penalty: 5675.848633
	Iteration 41Q: 3 clusters Score -1.109864e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -11098630.000000 Penalty: 5675.848633
	Iteration 42Q: 3 clusters Score -1.109863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11098661.000000 Penalty: 5675.848633
	Iteration 43Q: 3 clusters Score -1.109866e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -11098681.000000 Penalty: 5675.848633
	Iteration 44Q: 3 clusters Score -1.109868e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -11098690.000000 Penalty: 5675.848633
	Iteration 45Q: 3 clusters Score -1.109869e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -11098719.000000 Penalty: 5675.848633
	Iteration 46Q: 3 clusters Score -1.109872e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -11098740.000000 Penalty: 5675.848633
	Iteration 47Q: 3 clusters Score -1.109874e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -11098747.000000 Penalty: 5675.848633
	Iteration 48Q: 3 clusters Score -1.109875e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -11098773.000000 Penalty: 5675.848633
	Iteration 49Q: 3 clusters Score -1.109877e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -11098765.000000 Penalty: 5675.848633
	Iteration 50Q: 3 clusters Score -1.109876e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -11098788.000000 Penalty: 5675.848633
	Iteration 51Q: 3 clusters Score -1.109879e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -11098819.000000 Penalty: 5675.848633
	Iteration 52Q: 3 clusters Score -1.109882e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -11098830.000000 Penalty: 5675.848633
	Iteration 53Q: 3 clusters Score -1.109883e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -11098845.000000 Penalty: 5675.848633
	Iteration 54Q: 3 clusters Score -1.109884e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -11098837.000000 Penalty: 5675.848633
	Iteration 55Q: 3 clusters Score -1.109884e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -11098857.000000 Penalty: 5675.848633
	Iteration 56Q: 3 clusters Score -1.109886e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -11098857.000000 Penalty: 5675.848633
	Iteration 57Q: 3 clusters Score -1.109886e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -11098852.000000 Penalty: 5675.848633
	Iteration 58Q: 3 clusters Score -1.109885e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -11098875.000000 Penalty: 5675.848633
	Iteration 59Q: 3 clusters Score -1.109888e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -11098902.000000 Penalty: 5675.848633
	Iteration 60F: 3 clusters Score -1.10989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -11098893.000000 Penalty: 5675.848633
	Iteration 61Q: 3 clusters Score -1.109889e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -11098912.000000 Penalty: 5675.848633
	Iteration 62Q: 3 clusters Score -1.109891e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -11098935.000000 Penalty: 5675.848633
	Iteration 63Q: 3 clusters Score -1.109894e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -11098962.000000 Penalty: 5675.848633
	Iteration 64Q: 3 clusters Score -1.109896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -11098950.000000 Penalty: 5675.848633
	Iteration 65Q: 3 clusters Score -1.109895e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -11098969.000000 Penalty: 5675.848633
	Iteration 66Q: 3 clusters Score -1.109897e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -11098986.000000 Penalty: 5675.848633
	Iteration 67Q: 3 clusters Score -1.109899e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -11099002.000000 Penalty: 5675.848633
	Iteration 68Q: 3 clusters Score -1.1099e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -11099009.000000 Penalty: 5675.848633
	Iteration 69Q: 3 clusters Score -1.109901e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -11099019.000000 Penalty: 5675.848633
	Iteration 70Q: 3 clusters Score -1.109902e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -11099023.000000 Penalty: 5675.848633
	Iteration 71Q: 3 clusters Score -1.109902e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -11099028.000000 Penalty: 5675.848633
	Iteration 72Q: 3 clusters Score -1.109903e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -11099008.000000 Penalty: 5675.848633
	Iteration 73Q: 3 clusters Score -1.109901e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -11099010.000000 Penalty: 5675.848633
	Iteration 74Q: 3 clusters Score -1.109901e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -11099008.000000 Penalty: 5675.848633
	Iteration 75Q: 3 clusters Score -1.109901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -11099001.000000 Penalty: 5675.848633
	Iteration 76Q: 3 clusters Score -1.1099e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -11099030.000000 Penalty: 5675.848633
	Iteration 77Q: 3 clusters Score -1.109903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -11099032.000000 Penalty: 5675.848633
	Iteration 78Q: 3 clusters Score -1.109903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -11099026.000000 Penalty: 5675.848633
	Iteration 79Q: 3 clusters Score -1.109903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -11099040.000000 Penalty: 5675.848633
	Iteration 80F: 3 clusters Score -1.109904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -11099030.000000 Penalty: 5675.848633
	Iteration 81Q: 3 clusters Score -1.109903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -11099037.000000 Penalty: 5675.848633
	Iteration 82Q: 3 clusters Score -1.109904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89226 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -11099035.000000 Penalty: 5675.848633
	Iteration 83Q: 3 clusters Score -1.109904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -11099043.000000 Penalty: 5675.848633
	Iteration 84Q: 3 clusters Score -1.109904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -11099041.000000 Penalty: 5675.848633
	Iteration 85Q: 3 clusters Score -1.109904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -11099030.000000 Penalty: 5675.848633
	Iteration 86Q: 3 clusters Score -1.109903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -11099040.000000 Penalty: 5675.848633
	Iteration 87Q: 3 clusters Score -1.109904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -11099039.000000 Penalty: 5675.848633
	Iteration 88Q: 3 clusters Score -1.109904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -11099040.000000 Penalty: 5675.848633
	Iteration 89Q: 3 clusters Score -1.109904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -11099039.000000 Penalty: 5675.848633
	Iteration 90Q: 3 clusters Score -1.109904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11099048.000000 Penalty: 5675.848633
	Iteration 91Q: 3 clusters Score -1.109905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -11099050.000000 Penalty: 5675.848633
	Iteration 92Q: 3 clusters Score -1.109905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -11099044.000000 Penalty: 5675.848633
	Iteration 93Q: 3 clusters Score -1.109904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -11099045.000000 Penalty: 5675.848633
	Iteration 94Q: 3 clusters Score -1.109904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -11099039.000000 Penalty: 5675.848633
	Iteration 95Q: 3 clusters Score -1.109904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -11099039.000000 Penalty: 5675.848633
	Iteration 96Q: 3 clusters Score -1.109904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -11099043.000000 Penalty: 5675.848633
	Iteration 97Q: 3 clusters Score -1.109904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -11099043.000000 Penalty: 5675.848633
	Iteration 98F: 3 clusters Score -1.109904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1697973.500000 Penalty: 2374.147705
	Iteration 0F: 2 clusters Score -1697974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1687547.875000 Penalty: 4748.295410
	Iteration 0F: 3 clusters Score -1687548 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1690921.750000 Penalty: 4748.295410
	Iteration 1F: 3 clusters Score -1690922 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1691424.000000 Penalty: 4748.295410
	Iteration 2F: 3 clusters Score -1691424 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1691969.750000 Penalty: 4748.295410
	Iteration 3F: 3 clusters Score -1691970 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1692587.125000 Penalty: 4748.295410
	Iteration 4F: 3 clusters Score -1692587 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1693234.750000 Penalty: 4748.295410
	Iteration 5F: 3 clusters Score -1693235 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1693810.875000 Penalty: 4748.295410
	Iteration 6F: 3 clusters Score -1693811 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1694340.750000 Penalty: 4748.295410
	Iteration 7F: 3 clusters Score -1694341 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1694810.750000 Penalty: 4748.295410
	Iteration 8Q: 3 clusters Score -1694811 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1695211.250000 Penalty: 4748.295410
	Iteration 9Q: 3 clusters Score -1695211 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1695513.625000 Penalty: 4748.295410
	Iteration 10Q: 3 clusters Score -1695514 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1695724.875000 Penalty: 4748.295410
	Iteration 11Q: 3 clusters Score -1695725 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1695876.125000 Penalty: 4748.295410
	Iteration 12Q: 3 clusters Score -1695876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1695970.750000 Penalty: 4748.295410
	Iteration 13Q: 3 clusters Score -1695971 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1696043.500000 Penalty: 4748.295410
	Iteration 14Q: 3 clusters Score -1696044 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1696086.125000 Penalty: 4748.295410
	Iteration 15Q: 3 clusters Score -1696086 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1696127.375000 Penalty: 4748.295410
	Iteration 16Q: 3 clusters Score -1696127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1696152.625000 Penalty: 4748.295410
	Iteration 17Q: 3 clusters Score -1696153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1696176.500000 Penalty: 4748.295410
	Iteration 18Q: 3 clusters Score -1696176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1696194.375000 Penalty: 4748.295410
	Iteration 19Q: 3 clusters Score -1696194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1696209.375000 Penalty: 4748.295410
	Iteration 20F: 3 clusters Score -1696209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1696219.125000 Penalty: 4748.295410
	Iteration 21Q: 3 clusters Score -1696219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1696231.625000 Penalty: 4748.295410
	Iteration 22Q: 3 clusters Score -1696232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1696243.750000 Penalty: 4748.295410
	Iteration 23Q: 3 clusters Score -1696244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1696249.875000 Penalty: 4748.295410
	Iteration 24Q: 3 clusters Score -1696250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1696253.000000 Penalty: 4748.295410
	Iteration 25Q: 3 clusters Score -1696253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1696254.750000 Penalty: 4748.295410
	Iteration 26Q: 3 clusters Score -1696255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1696254.000000 Penalty: 4748.295410
	Iteration 27Q: 3 clusters Score -1696254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1696255.875000 Penalty: 4748.295410
	Iteration 28Q: 3 clusters Score -1696256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1696256.250000 Penalty: 4748.295410
	Iteration 29Q: 3 clusters Score -1696256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1696258.375000 Penalty: 4748.295410
	Iteration 30Q: 3 clusters Score -1696258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1696256.625000 Penalty: 4748.295410
	Iteration 31Q: 3 clusters Score -1696257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1696257.125000 Penalty: 4748.295410
	Iteration 32Q: 3 clusters Score -1696257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1696258.250000 Penalty: 4748.295410
	Iteration 33Q: 3 clusters Score -1696258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1696259.125000 Penalty: 4748.295410
	Iteration 34Q: 3 clusters Score -1696259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1696262.875000 Penalty: 4748.295410
	Iteration 35Q: 3 clusters Score -1696263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1696260.125000 Penalty: 4748.295410
	Iteration 36Q: 3 clusters Score -1696260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1696259.875000 Penalty: 4748.295410
	Iteration 37Q: 3 clusters Score -1696260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1696258.125000 Penalty: 4748.295410
	Iteration 38Q: 3 clusters Score -1696258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1696258.125000 Penalty: 4748.295410
	Iteration 39F: 3 clusters Score -1696258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Entering Unmasked Estep 
Score: -10707395.000000 Penalty: 2822.933105
	Iteration 0F: 2 clusters Score -1.07074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -10648492.000000 Penalty: 5645.866211
	Iteration 0F: 3 clusters Score -1.064849e+07 nChanged 41402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -10672093.000000 Penalty: 5645.866211
	Iteration 1F: 3 clusters Score -1.067209e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -10672831.000000 Penalty: 5645.866211
	Iteration 2Q: 3 clusters Score -1.067283e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -10673507.000000 Penalty: 5645.866211
	Iteration 3Q: 3 clusters Score -1.067351e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -10674199.000000 Penalty: 5645.866211
	Iteration 4Q: 3 clusters Score -1.06742e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -10675288.000000 Penalty: 5645.866211
	Iteration 5Q: 3 clusters Score -1.067529e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -10676872.000000 Penalty: 5645.866211
	Iteration 6Q: 3 clusters Score -1.067687e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -10679014.000000 Penalty: 5645.866211
	Iteration 7Q: 3 clusters Score -1.067901e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -10682050.000000 Penalty: 5645.866211
	Iteration 8F: 3 clusters Score -1.068205e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -10685721.000000 Penalty: 5645.866211
	Iteration 9F: 3 clusters Score -1.068572e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -10689210.000000 Penalty: 5645.866211
	Iteration 10F: 3 clusters Score -1.068921e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -10691499.000000 Penalty: 5645.866211
	Iteration 11Q: 3 clusters Score -1.06915e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -10692617.000000 Penalty: 5645.866211
	Iteration 12Q: 3 clusters Score -1.069262e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -10693275.000000 Penalty: 5645.866211
	Iteration 13Q: 3 clusters Score -1.069328e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -10693709.000000 Penalty: 5645.866211
	Iteration 14Q: 3 clusters Score -1.069371e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -10694127.000000 Penalty: 5645.866211
	Iteration 15Q: 3 clusters Score -1.069413e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -10694711.000000 Penalty: 5645.866211
	Iteration 16Q: 3 clusters Score -1.069471e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -10695292.000000 Penalty: 5645.866211
	Iteration 17Q: 3 clusters Score -1.069529e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -10695947.000000 Penalty: 5645.866211
	Iteration 18Q: 3 clusters Score -1.069595e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -10696698.000000 Penalty: 5645.866211
	Iteration 19Q: 3 clusters Score -1.06967e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -10697461.000000 Penalty: 5645.866211
	Iteration 20F: 3 clusters Score -1.069746e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -10698376.000000 Penalty: 5645.866211
	Iteration 21Q: 3 clusters Score -1.069838e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -10699358.000000 Penalty: 5645.866211
	Iteration 22Q: 3 clusters Score -1.069936e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 80227 members 
Entering Unmasked Estep 
Score: -10700345.000000 Penalty: 5645.866211
	Iteration 23Q: 3 clusters Score -1.070034e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -10701374.000000 Penalty: 5645.866211
	Iteration 24Q: 3 clusters Score -1.070137e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -10702352.000000 Penalty: 5645.866211
	Iteration 25Q: 3 clusters Score -1.070235e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -10703214.000000 Penalty: 5645.866211
	Iteration 26Q: 3 clusters Score -1.070321e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -10703892.000000 Penalty: 5645.866211
	Iteration 27Q: 3 clusters Score -1.070389e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -10704335.000000 Penalty: 5645.866211
	Iteration 28Q: 3 clusters Score -1.070434e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -10704624.000000 Penalty: 5645.866211
	Iteration 29Q: 3 clusters Score -1.070462e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -10704842.000000 Penalty: 5645.866211
	Iteration 30Q: 3 clusters Score -1.070484e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -10704997.000000 Penalty: 5645.866211
	Iteration 31Q: 3 clusters Score -1.0705e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -10705138.000000 Penalty: 5645.866211
	Iteration 32Q: 3 clusters Score -1.070514e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -10705208.000000 Penalty: 5645.866211
	Iteration 33Q: 3 clusters Score -1.070521e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -10705250.000000 Penalty: 5645.866211
	Iteration 34Q: 3 clusters Score -1.070525e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -10705275.000000 Penalty: 5645.866211
	Iteration 35Q: 3 clusters Score -1.070528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -10705302.000000 Penalty: 5645.866211
	Iteration 36Q: 3 clusters Score -1.07053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -10705304.000000 Penalty: 5645.866211
	Iteration 37Q: 3 clusters Score -1.07053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -10705325.000000 Penalty: 5645.866211
	Iteration 38Q: 3 clusters Score -1.070532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -10705336.000000 Penalty: 5645.866211
	Iteration 39Q: 3 clusters Score -1.070534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -10705345.000000 Penalty: 5645.866211
	Iteration 40F: 3 clusters Score -1.070534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -10705357.000000 Penalty: 5645.866211
	Iteration 41Q: 3 clusters Score -1.070536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -10705353.000000 Penalty: 5645.866211
	Iteration 42Q: 3 clusters Score -1.070535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -10705364.000000 Penalty: 5645.866211
	Iteration 43Q: 3 clusters Score -1.070536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -10705376.000000 Penalty: 5645.866211
	Iteration 44Q: 3 clusters Score -1.070538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -10705375.000000 Penalty: 5645.866211
	Iteration 45Q: 3 clusters Score -1.070538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -10705376.000000 Penalty: 5645.866211
	Iteration 46Q: 3 clusters Score -1.070538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -10705383.000000 Penalty: 5645.866211
	Iteration 47Q: 3 clusters Score -1.070538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -10705382.000000 Penalty: 5645.866211
	Iteration 48Q: 3 clusters Score -1.070538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -10705386.000000 Penalty: 5645.866211
	Iteration 49Q: 3 clusters Score -1.070539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -10705392.000000 Penalty: 5645.866211
	Iteration 50Q: 3 clusters Score -1.070539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -10705392.000000 Penalty: 5645.866211
	Iteration 51Q: 3 clusters Score -1.070539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -10705404.000000 Penalty: 5645.866211
	Iteration 52Q: 3 clusters Score -1.07054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -10705404.000000 Penalty: 5645.866211
	Iteration 53Q: 3 clusters Score -1.07054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -10705416.000000 Penalty: 5645.866211
	Iteration 54Q: 3 clusters Score -1.070542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -10705427.000000 Penalty: 5645.866211
	Iteration 55Q: 3 clusters Score -1.070543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -10705422.000000 Penalty: 5645.866211
	Iteration 56Q: 3 clusters Score -1.070542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -10705424.000000 Penalty: 5645.866211
	Iteration 57Q: 3 clusters Score -1.070542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -10705422.000000 Penalty: 5645.866211
	Iteration 58Q: 3 clusters Score -1.070542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -10705426.000000 Penalty: 5645.866211
	Iteration 59Q: 3 clusters Score -1.070543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -10705431.000000 Penalty: 5645.866211
	Iteration 60F: 3 clusters Score -1.070543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -10705428.000000 Penalty: 5645.866211
	Iteration 61Q: 3 clusters Score -1.070543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -10705426.000000 Penalty: 5645.866211
	Iteration 62Q: 3 clusters Score -1.070543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -10705421.000000 Penalty: 5645.866211
	Iteration 63Q: 3 clusters Score -1.070542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -10705415.000000 Penalty: 5645.866211
	Iteration 64Q: 3 clusters Score -1.070542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -10705413.000000 Penalty: 5645.866211
	Iteration 65Q: 3 clusters Score -1.070541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -10705420.000000 Penalty: 5645.866211
	Iteration 66Q: 3 clusters Score -1.070542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -10705417.000000 Penalty: 5645.866211
	Iteration 67Q: 3 clusters Score -1.070542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -10705422.000000 Penalty: 5645.866211
	Iteration 68Q: 3 clusters Score -1.070542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -10705419.000000 Penalty: 5645.866211
	Iteration 69Q: 3 clusters Score -1.070542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -10705419.000000 Penalty: 5645.866211
	Iteration 70Q: 3 clusters Score -1.070542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -10705430.000000 Penalty: 5645.866211
	Iteration 71Q: 3 clusters Score -1.070543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -10705430.000000 Penalty: 5645.866211
	Iteration 72F: 3 clusters Score -1.070543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Entering Unmasked Estep 
Score: -13218602.000000 Penalty: 2881.687012
	Iteration 0F: 2 clusters Score -1.32186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -13144858.000000 Penalty: 5763.374023
	Iteration 0F: 3 clusters Score -1.314486e+07 nChanged 52509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -13176058.000000 Penalty: 5763.374023
	Iteration 1F: 3 clusters Score -1.317606e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -13178080.000000 Penalty: 5763.374023
	Iteration 2Q: 3 clusters Score -1.317808e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -13180809.000000 Penalty: 5763.374023
	Iteration 3F: 3 clusters Score -1.318081e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -13184390.000000 Penalty: 5763.374023
	Iteration 4F: 3 clusters Score -1.318439e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -13189101.000000 Penalty: 5763.374023
	Iteration 5F: 3 clusters Score -1.31891e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -13194866.000000 Penalty: 5763.374023
	Iteration 6F: 3 clusters Score -1.319487e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -13201101.000000 Penalty: 5763.374023
	Iteration 7F: 3 clusters Score -1.32011e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -13205986.000000 Penalty: 5763.374023
	Iteration 8F: 3 clusters Score -1.320599e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -13208419.000000 Penalty: 5763.374023
	Iteration 9Q: 3 clusters Score -1.320842e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -13209434.000000 Penalty: 5763.374023
	Iteration 10Q: 3 clusters Score -1.320943e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -13209975.000000 Penalty: 5763.374023
	Iteration 11Q: 3 clusters Score -1.320998e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -13210462.000000 Penalty: 5763.374023
	Iteration 12Q: 3 clusters Score -1.321046e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -13210906.000000 Penalty: 5763.374023
	Iteration 13Q: 3 clusters Score -1.321091e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -13211329.000000 Penalty: 5763.374023
	Iteration 14Q: 3 clusters Score -1.321133e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -13211758.000000 Penalty: 5763.374023
	Iteration 15Q: 3 clusters Score -1.321176e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -13212198.000000 Penalty: 5763.374023
	Iteration 16Q: 3 clusters Score -1.32122e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -13212574.000000 Penalty: 5763.374023
	Iteration 17Q: 3 clusters Score -1.321257e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -13212921.000000 Penalty: 5763.374023
	Iteration 18Q: 3 clusters Score -1.321292e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -13213341.000000 Penalty: 5763.374023
	Iteration 19Q: 3 clusters Score -1.321334e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -13213656.000000 Penalty: 5763.374023
	Iteration 20F: 3 clusters Score -1.321366e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -13213965.000000 Penalty: 5763.374023
	Iteration 21Q: 3 clusters Score -1.321396e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -13214315.000000 Penalty: 5763.374023
	Iteration 22Q: 3 clusters Score -1.321432e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -13214670.000000 Penalty: 5763.374023
	Iteration 23Q: 3 clusters Score -1.321467e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -13214934.000000 Penalty: 5763.374023
	Iteration 24Q: 3 clusters Score -1.321493e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -13215155.000000 Penalty: 5763.374023
	Iteration 25Q: 3 clusters Score -1.321516e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -13215385.000000 Penalty: 5763.374023
	Iteration 26Q: 3 clusters Score -1.321538e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -13215623.000000 Penalty: 5763.374023
	Iteration 27Q: 3 clusters Score -1.321562e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -13215790.000000 Penalty: 5763.374023
	Iteration 28Q: 3 clusters Score -1.321579e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -13215926.000000 Penalty: 5763.374023
	Iteration 29Q: 3 clusters Score -1.321593e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -13216015.000000 Penalty: 5763.374023
	Iteration 30Q: 3 clusters Score -1.321602e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -13216194.000000 Penalty: 5763.374023
	Iteration 31Q: 3 clusters Score -1.321619e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -13216249.000000 Penalty: 5763.374023
	Iteration 32Q: 3 clusters Score -1.321625e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106674 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -13216301.000000 Penalty: 5763.374023
	Iteration 33Q: 3 clusters Score -1.32163e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -13216357.000000 Penalty: 5763.374023
	Iteration 34Q: 3 clusters Score -1.321636e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107147 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -13216423.000000 Penalty: 5763.374023
	Iteration 35Q: 3 clusters Score -1.321642e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -13216499.000000 Penalty: 5763.374023
	Iteration 36Q: 3 clusters Score -1.32165e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -13216568.000000 Penalty: 5763.374023
	Iteration 37Q: 3 clusters Score -1.321657e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -13216604.000000 Penalty: 5763.374023
	Iteration 38Q: 3 clusters Score -1.32166e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -13216614.000000 Penalty: 5763.374023
	Iteration 39Q: 3 clusters Score -1.321661e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -13216640.000000 Penalty: 5763.374023
	Iteration 40F: 3 clusters Score -1.321664e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107988 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -13216661.000000 Penalty: 5763.374023
	Iteration 41Q: 3 clusters Score -1.321666e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108065 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -13216684.000000 Penalty: 5763.374023
	Iteration 42Q: 3 clusters Score -1.321668e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -13216664.000000 Penalty: 5763.374023
	Iteration 43Q: 3 clusters Score -1.321666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -13216661.000000 Penalty: 5763.374023
	Iteration 44Q: 3 clusters Score -1.321666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -13216667.000000 Penalty: 5763.374023
	Iteration 45Q: 3 clusters Score -1.321667e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108288 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -13216672.000000 Penalty: 5763.374023
	Iteration 46Q: 3 clusters Score -1.321667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -13216668.000000 Penalty: 5763.374023
	Iteration 47Q: 3 clusters Score -1.321667e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -13216663.000000 Penalty: 5763.374023
	Iteration 48Q: 3 clusters Score -1.321666e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -13216675.000000 Penalty: 5763.374023
	Iteration 49Q: 3 clusters Score -1.321668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -13216681.000000 Penalty: 5763.374023
	Iteration 50Q: 3 clusters Score -1.321668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108509 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -13216704.000000 Penalty: 5763.374023
	Iteration 51Q: 3 clusters Score -1.32167e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13216728.000000 Penalty: 5763.374023
	Iteration 52Q: 3 clusters Score -1.321673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -13216731.000000 Penalty: 5763.374023
	Iteration 53Q: 3 clusters Score -1.321673e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -13216754.000000 Penalty: 5763.374023
	Iteration 54Q: 3 clusters Score -1.321675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13216766.000000 Penalty: 5763.374023
	Iteration 55Q: 3 clusters Score -1.321677e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -13216777.000000 Penalty: 5763.374023
	Iteration 56Q: 3 clusters Score -1.321678e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -13216788.000000 Penalty: 5763.374023
	Iteration 57Q: 3 clusters Score -1.321679e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -13216795.000000 Penalty: 5763.374023
	Iteration 58Q: 3 clusters Score -1.32168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108828 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -13216808.000000 Penalty: 5763.374023
	Iteration 59Q: 3 clusters Score -1.321681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -13216812.000000 Penalty: 5763.374023
	Iteration 60F: 3 clusters Score -1.321681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13216813.000000 Penalty: 5763.374023
	Iteration 61Q: 3 clusters Score -1.321681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -13216826.000000 Penalty: 5763.374023
	Iteration 62Q: 3 clusters Score -1.321683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -13216842.000000 Penalty: 5763.374023
	Iteration 63Q: 3 clusters Score -1.321684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -13216842.000000 Penalty: 5763.374023
	Iteration 64Q: 3 clusters Score -1.321684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -13216853.000000 Penalty: 5763.374023
	Iteration 65Q: 3 clusters Score -1.321685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13216853.000000 Penalty: 5763.374023
	Iteration 66Q: 3 clusters Score -1.321685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108930 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13216855.000000 Penalty: 5763.374023
	Iteration 67Q: 3 clusters Score -1.321686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -13216885.000000 Penalty: 5763.374023
	Iteration 68Q: 3 clusters Score -1.321688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -13216874.000000 Penalty: 5763.374023
	Iteration 69Q: 3 clusters Score -1.321687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13216883.000000 Penalty: 5763.374023
	Iteration 70Q: 3 clusters Score -1.321688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -13216887.000000 Penalty: 5763.374023
	Iteration 71Q: 3 clusters Score -1.321689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13216877.000000 Penalty: 5763.374023
	Iteration 72Q: 3 clusters Score -1.321688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13216871.000000 Penalty: 5763.374023
	Iteration 73Q: 3 clusters Score -1.321687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -13216885.000000 Penalty: 5763.374023
	Iteration 74Q: 3 clusters Score -1.321688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -13216887.000000 Penalty: 5763.374023
	Iteration 75Q: 3 clusters Score -1.321689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13216885.000000 Penalty: 5763.374023
	Iteration 76Q: 3 clusters Score -1.321688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13216885.000000 Penalty: 5763.374023
	Iteration 77Q: 3 clusters Score -1.321688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -13216884.000000 Penalty: 5763.374023
	Iteration 78Q: 3 clusters Score -1.321688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -13216883.000000 Penalty: 5763.374023
	Iteration 79Q: 3 clusters Score -1.321688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -13216887.000000 Penalty: 5763.374023
	Iteration 80F: 3 clusters Score -1.321689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13216883.000000 Penalty: 5763.374023
	Iteration 81Q: 3 clusters Score -1.321688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -13216887.000000 Penalty: 5763.374023
	Iteration 82Q: 3 clusters Score -1.321689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109008 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -13216885.000000 Penalty: 5763.374023
	Iteration 83Q: 3 clusters Score -1.321688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13216891.000000 Penalty: 5763.374023
	Iteration 84Q: 3 clusters Score -1.321689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13216891.000000 Penalty: 5763.374023
	Iteration 85Q: 3 clusters Score -1.321689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13216891.000000 Penalty: 5763.374023
	Iteration 86F: 3 clusters Score -1.321689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Entering Unmasked Estep 
Score: -4117664.000000 Penalty: 2587.974121
	Iteration 0F: 2 clusters Score -4117664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4094474.750000 Penalty: 5175.948242
	Iteration 0F: 3 clusters Score -4094475 nChanged 15466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4102817.000000 Penalty: 5175.948242
	Iteration 1F: 3 clusters Score -4102817 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -4103396.000000 Penalty: 5175.948242
	Iteration 2Q: 3 clusters Score -4103396 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4104022.250000 Penalty: 5175.948242
	Iteration 3Q: 3 clusters Score -4104022 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4104825.750000 Penalty: 5175.948242
	Iteration 4F: 3 clusters Score -4104826 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4105926.000000 Penalty: 5175.948242
	Iteration 5F: 3 clusters Score -4105926 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4107425.000000 Penalty: 5175.948242
	Iteration 6F: 3 clusters Score -4107425 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4109324.000000 Penalty: 5175.948242
	Iteration 7F: 3 clusters Score -4109324 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4111361.000000 Penalty: 5175.948242
	Iteration 8F: 3 clusters Score -4111361 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4113028.750000 Penalty: 5175.948242
	Iteration 9F: 3 clusters Score -4113029 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4114101.500000 Penalty: 5175.948242
	Iteration 10Q: 3 clusters Score -4114102 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4114710.250000 Penalty: 5175.948242
	Iteration 11Q: 3 clusters Score -4114710 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4115022.250000 Penalty: 5175.948242
	Iteration 12Q: 3 clusters Score -4115022 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4115201.000000 Penalty: 5175.948242
	Iteration 13Q: 3 clusters Score -4115201 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4115290.000000 Penalty: 5175.948242
	Iteration 14Q: 3 clusters Score -4115290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4115349.000000 Penalty: 5175.948242
	Iteration 15Q: 3 clusters Score -4115349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4115379.750000 Penalty: 5175.948242
	Iteration 16Q: 3 clusters Score -4115380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4115399.250000 Penalty: 5175.948242
	Iteration 17Q: 3 clusters Score -4115399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4115420.750000 Penalty: 5175.948242
	Iteration 18Q: 3 clusters Score -4115421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4115431.250000 Penalty: 5175.948242
	Iteration 19Q: 3 clusters Score -4115431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4115439.000000 Penalty: 5175.948242
	Iteration 20F: 3 clusters Score -4115439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4115439.250000 Penalty: 5175.948242
	Iteration 21Q: 3 clusters Score -4115439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4115447.250000 Penalty: 5175.948242
	Iteration 22Q: 3 clusters Score -4115447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4115446.500000 Penalty: 5175.948242
	Iteration 23Q: 3 clusters Score -4115446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4115448.250000 Penalty: 5175.948242
	Iteration 24Q: 3 clusters Score -4115448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4115449.500000 Penalty: 5175.948242
	Iteration 25Q: 3 clusters Score -4115450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4115456.750000 Penalty: 5175.948242
	Iteration 26Q: 3 clusters Score -4115457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4115457.500000 Penalty: 5175.948242
	Iteration 27Q: 3 clusters Score -4115458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4115467.750000 Penalty: 5175.948242
	Iteration 28Q: 3 clusters Score -4115468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4115472.000000 Penalty: 5175.948242
	Iteration 29Q: 3 clusters Score -4115472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4115472.750000 Penalty: 5175.948242
	Iteration 30Q: 3 clusters Score -4115473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4115476.000000 Penalty: 5175.948242
	Iteration 31Q: 3 clusters Score -4115476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4115479.500000 Penalty: 5175.948242
	Iteration 32Q: 3 clusters Score -4115480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4115485.500000 Penalty: 5175.948242
	Iteration 33Q: 3 clusters Score -4115486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4115485.250000 Penalty: 5175.948242
	Iteration 34Q: 3 clusters Score -4115485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4115490.500000 Penalty: 5175.948242
	Iteration 35Q: 3 clusters Score -4115490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4115490.500000 Penalty: 5175.948242
	Iteration 36F: 3 clusters Score -4115490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Entering Unmasked Estep 
Score: -4458360.500000 Penalty: 2612.382568
	Iteration 0F: 2 clusters Score -4458360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4432900.500000 Penalty: 5224.765137
	Iteration 0F: 3 clusters Score -4432900 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4442250.500000 Penalty: 5224.765137
	Iteration 1F: 3 clusters Score -4442250 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4442781.000000 Penalty: 5224.765137
	Iteration 2Q: 3 clusters Score -4442781 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -4443331.500000 Penalty: 5224.765137
	Iteration 3Q: 3 clusters Score -4443332 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4443946.000000 Penalty: 5224.765137
	Iteration 4Q: 3 clusters Score -4443946 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4444598.000000 Penalty: 5224.765137
	Iteration 5Q: 3 clusters Score -4444598 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4445363.500000 Penalty: 5224.765137
	Iteration 6Q: 3 clusters Score -4445364 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4446313.500000 Penalty: 5224.765137
	Iteration 7Q: 3 clusters Score -4446314 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4447365.000000 Penalty: 5224.765137
	Iteration 8Q: 3 clusters Score -4447365 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -4448493.000000 Penalty: 5224.765137
	Iteration 9F: 3 clusters Score -4448493 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4449580.000000 Penalty: 5224.765137
	Iteration 10F: 3 clusters Score -4449580 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4450423.000000 Penalty: 5224.765137
	Iteration 11Q: 3 clusters Score -4450423 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4451147.000000 Penalty: 5224.765137
	Iteration 12Q: 3 clusters Score -4451147 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4451800.500000 Penalty: 5224.765137
	Iteration 13Q: 3 clusters Score -4451800 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -4452270.000000 Penalty: 5224.765137
	Iteration 14Q: 3 clusters Score -4452270 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4452671.500000 Penalty: 5224.765137
	Iteration 15Q: 3 clusters Score -4452672 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4453038.500000 Penalty: 5224.765137
	Iteration 16Q: 3 clusters Score -4453038 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4453497.000000 Penalty: 5224.765137
	Iteration 17Q: 3 clusters Score -4453497 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4453913.000000 Penalty: 5224.765137
	Iteration 18Q: 3 clusters Score -4453913 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4454374.500000 Penalty: 5224.765137
	Iteration 19Q: 3 clusters Score -4454374 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4454816.000000 Penalty: 5224.765137
	Iteration 20F: 3 clusters Score -4454816 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4455224.500000 Penalty: 5224.765137
	Iteration 21Q: 3 clusters Score -4455224 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4455538.500000 Penalty: 5224.765137
	Iteration 22Q: 3 clusters Score -4455538 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -4455718.000000 Penalty: 5224.765137
	Iteration 23Q: 3 clusters Score -4455718 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4455835.500000 Penalty: 5224.765137
	Iteration 24Q: 3 clusters Score -4455836 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4455904.000000 Penalty: 5224.765137
	Iteration 25Q: 3 clusters Score -4455904 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4455964.000000 Penalty: 5224.765137
	Iteration 26Q: 3 clusters Score -4455964 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4455989.500000 Penalty: 5224.765137
	Iteration 27Q: 3 clusters Score -4455990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4456028.500000 Penalty: 5224.765137
	Iteration 28Q: 3 clusters Score -4456028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4456043.500000 Penalty: 5224.765137
	Iteration 29Q: 3 clusters Score -4456044 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4456062.000000 Penalty: 5224.765137
	Iteration 30Q: 3 clusters Score -4456062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4456084.000000 Penalty: 5224.765137
	Iteration 31Q: 3 clusters Score -4456084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4456092.500000 Penalty: 5224.765137
	Iteration 32Q: 3 clusters Score -4456092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4456115.000000 Penalty: 5224.765137
	Iteration 33Q: 3 clusters Score -4456115 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4456120.500000 Penalty: 5224.765137
	Iteration 34Q: 3 clusters Score -4456120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4456131.500000 Penalty: 5224.765137
	Iteration 35Q: 3 clusters Score -4456132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4456152.000000 Penalty: 5224.765137
	Iteration 36Q: 3 clusters Score -4456152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4456146.000000 Penalty: 5224.765137
	Iteration 37Q: 3 clusters Score -4456146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4456158.000000 Penalty: 5224.765137
	Iteration 38Q: 3 clusters Score -4456158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4456152.000000 Penalty: 5224.765137
	Iteration 39Q: 3 clusters Score -4456152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4456152.500000 Penalty: 5224.765137
	Iteration 40F: 3 clusters Score -4456152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4456168.000000 Penalty: 5224.765137
	Iteration 41Q: 3 clusters Score -4456168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4456169.000000 Penalty: 5224.765137
	Iteration 42Q: 3 clusters Score -4456169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4456175.500000 Penalty: 5224.765137
	Iteration 43Q: 3 clusters Score -4456176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4456183.500000 Penalty: 5224.765137
	Iteration 44Q: 3 clusters Score -4456184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4456181.000000 Penalty: 5224.765137
	Iteration 45Q: 3 clusters Score -4456181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4456195.500000 Penalty: 5224.765137
	Iteration 46Q: 3 clusters Score -4456196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4456201.500000 Penalty: 5224.765137
	Iteration 47Q: 3 clusters Score -4456202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4456196.500000 Penalty: 5224.765137
	Iteration 48Q: 3 clusters Score -4456196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4456202.500000 Penalty: 5224.765137
	Iteration 49Q: 3 clusters Score -4456202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4456207.000000 Penalty: 5224.765137
	Iteration 50Q: 3 clusters Score -4456207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -4456212.000000 Penalty: 5224.765137
	Iteration 51Q: 3 clusters Score -4456212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4456213.000000 Penalty: 5224.765137
	Iteration 52Q: 3 clusters Score -4456213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4456226.000000 Penalty: 5224.765137
	Iteration 53Q: 3 clusters Score -4456226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4456218.000000 Penalty: 5224.765137
	Iteration 54Q: 3 clusters Score -4456218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4456218.000000 Penalty: 5224.765137
	Iteration 55Q: 3 clusters Score -4456218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4456225.500000 Penalty: 5224.765137
	Iteration 56Q: 3 clusters Score -4456226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4456229.500000 Penalty: 5224.765137
	Iteration 57Q: 3 clusters Score -4456230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4456224.000000 Penalty: 5224.765137
	Iteration 58Q: 3 clusters Score -4456224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4456227.000000 Penalty: 5224.765137
	Iteration 59Q: 3 clusters Score -4456227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4456225.000000 Penalty: 5224.765137
	Iteration 60F: 3 clusters Score -4456225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4456222.500000 Penalty: 5224.765137
	Iteration 61Q: 3 clusters Score -4456222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4456224.000000 Penalty: 5224.765137
	Iteration 62Q: 3 clusters Score -4456224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4456228.500000 Penalty: 5224.765137
	Iteration 63Q: 3 clusters Score -4456228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4456227.500000 Penalty: 5224.765137
	Iteration 64Q: 3 clusters Score -4456228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4456225.500000 Penalty: 5224.765137
	Iteration 65Q: 3 clusters Score -4456226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4456230.500000 Penalty: 5224.765137
	Iteration 66Q: 3 clusters Score -4456230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4456235.500000 Penalty: 5224.765137
	Iteration 67Q: 3 clusters Score -4456236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4456249.000000 Penalty: 5224.765137
	Iteration 68Q: 3 clusters Score -4456249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4456248.500000 Penalty: 5224.765137
	Iteration 69Q: 3 clusters Score -4456248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4456250.000000 Penalty: 5224.765137
	Iteration 70Q: 3 clusters Score -4456250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4456262.500000 Penalty: 5224.765137
	Iteration 71Q: 3 clusters Score -4456262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4456259.000000 Penalty: 5224.765137
	Iteration 72Q: 3 clusters Score -4456259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4456252.500000 Penalty: 5224.765137
	Iteration 73Q: 3 clusters Score -4456252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4456262.000000 Penalty: 5224.765137
	Iteration 74Q: 3 clusters Score -4456262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4456276.000000 Penalty: 5224.765137
	Iteration 75Q: 3 clusters Score -4456276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4456271.500000 Penalty: 5224.765137
	Iteration 76Q: 3 clusters Score -4456272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -4456270.500000 Penalty: 5224.765137
	Iteration 77Q: 3 clusters Score -4456270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4456271.000000 Penalty: 5224.765137
	Iteration 78Q: 3 clusters Score -4456271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4456275.500000 Penalty: 5224.765137
	Iteration 79Q: 3 clusters Score -4456276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4456276.000000 Penalty: 5224.765137
	Iteration 80F: 3 clusters Score -4456276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4456284.000000 Penalty: 5224.765137
	Iteration 81Q: 3 clusters Score -4456284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4456283.000000 Penalty: 5224.765137
	Iteration 82Q: 3 clusters Score -4456283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4456275.500000 Penalty: 5224.765137
	Iteration 83Q: 3 clusters Score -4456276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4456282.000000 Penalty: 5224.765137
	Iteration 84Q: 3 clusters Score -4456282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4456282.500000 Penalty: 5224.765137
	Iteration 85Q: 3 clusters Score -4456282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4456280.500000 Penalty: 5224.765137
	Iteration 86Q: 3 clusters Score -4456280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4456275.000000 Penalty: 5224.765137
	Iteration 87Q: 3 clusters Score -4456275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4456280.500000 Penalty: 5224.765137
	Iteration 88Q: 3 clusters Score -4456280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4456274.500000 Penalty: 5224.765137
	Iteration 89Q: 3 clusters Score -4456274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4456277.000000 Penalty: 5224.765137
	Iteration 90Q: 3 clusters Score -4456277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4456277.500000 Penalty: 5224.765137
	Iteration 91Q: 3 clusters Score -4456278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4456275.500000 Penalty: 5224.765137
	Iteration 92Q: 3 clusters Score -4456276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4456277.000000 Penalty: 5224.765137
	Iteration 93Q: 3 clusters Score -4456277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -4456276.500000 Penalty: 5224.765137
	Iteration 94Q: 3 clusters Score -4456276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4456281.000000 Penalty: 5224.765137
	Iteration 95Q: 3 clusters Score -4456281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4456279.000000 Penalty: 5224.765137
	Iteration 96Q: 3 clusters Score -4456279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4456282.000000 Penalty: 5224.765137
	Iteration 97Q: 3 clusters Score -4456282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4456280.500000 Penalty: 5224.765137
	Iteration 98Q: 3 clusters Score -4456280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4456280.500000 Penalty: 5224.765137
	Iteration 99Q: 3 clusters Score -4456280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4456282.500000 Penalty: 5224.765137
	Iteration 100F: 3 clusters Score -4456282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4456282.000000 Penalty: 5224.765137
	Iteration 101Q: 3 clusters Score -4456282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4456289.000000 Penalty: 5224.765137
	Iteration 102Q: 3 clusters Score -4456289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4456286.000000 Penalty: 5224.765137
	Iteration 103Q: 3 clusters Score -4456286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4456294.000000 Penalty: 5224.765137
	Iteration 104Q: 3 clusters Score -4456294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4456293.000000 Penalty: 5224.765137
	Iteration 105Q: 3 clusters Score -4456293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4456296.500000 Penalty: 5224.765137
	Iteration 106Q: 3 clusters Score -4456296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4456294.500000 Penalty: 5224.765137
	Iteration 107Q: 3 clusters Score -4456294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -4456294.500000 Penalty: 5224.765137
	Iteration 108F: 3 clusters Score -4456294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Entering Unmasked Estep 
Score: -1550648.125000 Penalty: 2365.367432
	Iteration 0F: 2 clusters Score -1550648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1540593.625000 Penalty: 4730.734863
	Iteration 0F: 3 clusters Score -1540594 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1544012.375000 Penalty: 4730.734863
	Iteration 1F: 3 clusters Score -1544012 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1544747.375000 Penalty: 4730.734863
	Iteration 2F: 3 clusters Score -1544747 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1545363.750000 Penalty: 4730.734863
	Iteration 3F: 3 clusters Score -1545364 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1545865.500000 Penalty: 4730.734863
	Iteration 4F: 3 clusters Score -1545866 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1546266.500000 Penalty: 4730.734863
	Iteration 5F: 3 clusters Score -1546266 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1546586.625000 Penalty: 4730.734863
	Iteration 6Q: 3 clusters Score -1546587 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1546851.500000 Penalty: 4730.734863
	Iteration 7Q: 3 clusters Score -1546852 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1547017.500000 Penalty: 4730.734863
	Iteration 8Q: 3 clusters Score -1547018 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1547171.375000 Penalty: 4730.734863
	Iteration 9Q: 3 clusters Score -1547171 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1547284.625000 Penalty: 4730.734863
	Iteration 10Q: 3 clusters Score -1547285 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1547373.375000 Penalty: 4730.734863
	Iteration 11Q: 3 clusters Score -1547373 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1547444.000000 Penalty: 4730.734863
	Iteration 12Q: 3 clusters Score -1547444 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1547503.250000 Penalty: 4730.734863
	Iteration 13Q: 3 clusters Score -1547503 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1547569.375000 Penalty: 4730.734863
	Iteration 14Q: 3 clusters Score -1547569 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1547641.375000 Penalty: 4730.734863
	Iteration 15Q: 3 clusters Score -1547641 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1547698.500000 Penalty: 4730.734863
	Iteration 16Q: 3 clusters Score -1547698 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1547774.375000 Penalty: 4730.734863
	Iteration 17Q: 3 clusters Score -1547774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1547837.125000 Penalty: 4730.734863
	Iteration 18Q: 3 clusters Score -1547837 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1547880.625000 Penalty: 4730.734863
	Iteration 19Q: 3 clusters Score -1547881 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1547917.375000 Penalty: 4730.734863
	Iteration 20F: 3 clusters Score -1547917 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1547951.250000 Penalty: 4730.734863
	Iteration 21Q: 3 clusters Score -1547951 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1547979.500000 Penalty: 4730.734863
	Iteration 22Q: 3 clusters Score -1547980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1547994.250000 Penalty: 4730.734863
	Iteration 23Q: 3 clusters Score -1547994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1548012.000000 Penalty: 4730.734863
	Iteration 24Q: 3 clusters Score -1548012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1548025.000000 Penalty: 4730.734863
	Iteration 25Q: 3 clusters Score -1548025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1548031.500000 Penalty: 4730.734863
	Iteration 26Q: 3 clusters Score -1548032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1548036.250000 Penalty: 4730.734863
	Iteration 27Q: 3 clusters Score -1548036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1548046.375000 Penalty: 4730.734863
	Iteration 28Q: 3 clusters Score -1548046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1548057.750000 Penalty: 4730.734863
	Iteration 29Q: 3 clusters Score -1548058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1548068.375000 Penalty: 4730.734863
	Iteration 30Q: 3 clusters Score -1548068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1548076.000000 Penalty: 4730.734863
	Iteration 31Q: 3 clusters Score -1548076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1548090.625000 Penalty: 4730.734863
	Iteration 32Q: 3 clusters Score -1548091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1548104.500000 Penalty: 4730.734863
	Iteration 33Q: 3 clusters Score -1548104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1548110.250000 Penalty: 4730.734863
	Iteration 34Q: 3 clusters Score -1548110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1548120.250000 Penalty: 4730.734863
	Iteration 35Q: 3 clusters Score -1548120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1548132.750000 Penalty: 4730.734863
	Iteration 36Q: 3 clusters Score -1548133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1548138.750000 Penalty: 4730.734863
	Iteration 37Q: 3 clusters Score -1548139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1548144.500000 Penalty: 4730.734863
	Iteration 38Q: 3 clusters Score -1548144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1548148.000000 Penalty: 4730.734863
	Iteration 39Q: 3 clusters Score -1548148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1548152.125000 Penalty: 4730.734863
	Iteration 40F: 3 clusters Score -1548152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1548155.250000 Penalty: 4730.734863
	Iteration 41Q: 3 clusters Score -1548155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1548160.250000 Penalty: 4730.734863
	Iteration 42Q: 3 clusters Score -1548160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1548161.500000 Penalty: 4730.734863
	Iteration 43Q: 3 clusters Score -1548162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1548164.125000 Penalty: 4730.734863
	Iteration 44Q: 3 clusters Score -1548164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1548166.000000 Penalty: 4730.734863
	Iteration 45Q: 3 clusters Score -1548166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1548167.500000 Penalty: 4730.734863
	Iteration 46Q: 3 clusters Score -1548168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1548165.750000 Penalty: 4730.734863
	Iteration 47Q: 3 clusters Score -1548166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1548167.875000 Penalty: 4730.734863
	Iteration 48Q: 3 clusters Score -1548168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1548167.875000 Penalty: 4730.734863
	Iteration 49F: 3 clusters Score -1548168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Entering Unmasked Estep 
Score: -966614.625000 Penalty: 2244.471680
	Iteration 0F: 2 clusters Score -966614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -959883.375000 Penalty: 4488.943359
	Iteration 0F: 3 clusters Score -959883.4 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -961823.000000 Penalty: 4488.943359
	Iteration 1F: 3 clusters Score -961823 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -962103.875000 Penalty: 4488.943359
	Iteration 2F: 3 clusters Score -962103.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -962323.500000 Penalty: 4488.943359
	Iteration 3Q: 3 clusters Score -962323.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -962512.687500 Penalty: 4488.943359
	Iteration 4Q: 3 clusters Score -962512.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -962691.437500 Penalty: 4488.943359
	Iteration 5Q: 3 clusters Score -962691.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -962846.125000 Penalty: 4488.943359
	Iteration 6Q: 3 clusters Score -962846.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -962997.687500 Penalty: 4488.943359
	Iteration 7Q: 3 clusters Score -962997.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -963144.750000 Penalty: 4488.943359
	Iteration 8Q: 3 clusters Score -963144.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -963272.625000 Penalty: 4488.943359
	Iteration 9Q: 3 clusters Score -963272.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -963414.187500 Penalty: 4488.943359
	Iteration 10Q: 3 clusters Score -963414.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -963553.125000 Penalty: 4488.943359
	Iteration 11Q: 3 clusters Score -963553.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -963680.750000 Penalty: 4488.943359
	Iteration 12Q: 3 clusters Score -963680.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -963810.625000 Penalty: 4488.943359
	Iteration 13Q: 3 clusters Score -963810.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -963936.625000 Penalty: 4488.943359
	Iteration 14Q: 3 clusters Score -963936.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -964058.937500 Penalty: 4488.943359
	Iteration 15Q: 3 clusters Score -964058.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -964179.750000 Penalty: 4488.943359
	Iteration 16Q: 3 clusters Score -964179.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -964305.750000 Penalty: 4488.943359
	Iteration 17Q: 3 clusters Score -964305.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -964450.375000 Penalty: 4488.943359
	Iteration 18Q: 3 clusters Score -964450.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -964600.625000 Penalty: 4488.943359
	Iteration 19Q: 3 clusters Score -964600.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -964737.750000 Penalty: 4488.943359
	Iteration 20F: 3 clusters Score -964737.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -964840.437500 Penalty: 4488.943359
	Iteration 21Q: 3 clusters Score -964840.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -964935.812500 Penalty: 4488.943359
	Iteration 22Q: 3 clusters Score -964935.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -965002.125000 Penalty: 4488.943359
	Iteration 23Q: 3 clusters Score -965002.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -965049.125000 Penalty: 4488.943359
	Iteration 24Q: 3 clusters Score -965049.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -965084.500000 Penalty: 4488.943359
	Iteration 25Q: 3 clusters Score -965084.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -965109.937500 Penalty: 4488.943359
	Iteration 26Q: 3 clusters Score -965109.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -965120.937500 Penalty: 4488.943359
	Iteration 27Q: 3 clusters Score -965120.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -965140.062500 Penalty: 4488.943359
	Iteration 28Q: 3 clusters Score -965140.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -965154.375000 Penalty: 4488.943359
	Iteration 29Q: 3 clusters Score -965154.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -965169.375000 Penalty: 4488.943359
	Iteration 30Q: 3 clusters Score -965169.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -965181.125000 Penalty: 4488.943359
	Iteration 31Q: 3 clusters Score -965181.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -965193.812500 Penalty: 4488.943359
	Iteration 32Q: 3 clusters Score -965193.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -965206.312500 Penalty: 4488.943359
	Iteration 33Q: 3 clusters Score -965206.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -965216.062500 Penalty: 4488.943359
	Iteration 34Q: 3 clusters Score -965216.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -965221.937500 Penalty: 4488.943359
	Iteration 35Q: 3 clusters Score -965221.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -965232.375000 Penalty: 4488.943359
	Iteration 36Q: 3 clusters Score -965232.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -965241.062500 Penalty: 4488.943359
	Iteration 37Q: 3 clusters Score -965241.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -965246.000000 Penalty: 4488.943359
	Iteration 38Q: 3 clusters Score -965246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -965253.625000 Penalty: 4488.943359
	Iteration 39Q: 3 clusters Score -965253.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -965256.687500 Penalty: 4488.943359
	Iteration 40F: 3 clusters Score -965256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -965257.125000 Penalty: 4488.943359
	Iteration 41Q: 3 clusters Score -965257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -965258.562500 Penalty: 4488.943359
	Iteration 42Q: 3 clusters Score -965258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -965260.250000 Penalty: 4488.943359
	Iteration 43Q: 3 clusters Score -965260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -965262.625000 Penalty: 4488.943359
	Iteration 44Q: 3 clusters Score -965262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -965264.125000 Penalty: 4488.943359
	Iteration 45Q: 3 clusters Score -965264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -965264.937500 Penalty: 4488.943359
	Iteration 46Q: 3 clusters Score -965264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -965265.750000 Penalty: 4488.943359
	Iteration 47Q: 3 clusters Score -965265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -965266.187500 Penalty: 4488.943359
	Iteration 48Q: 3 clusters Score -965266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -965266.187500 Penalty: 4488.943359
	Iteration 49F: 3 clusters Score -965266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1628999.875000 Penalty: 2372.590088
	Iteration 0F: 2 clusters Score -1629000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1618705.500000 Penalty: 4745.180176
	Iteration 0F: 3 clusters Score -1618706 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1622069.125000 Penalty: 4745.180176
	Iteration 1F: 3 clusters Score -1622069 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1622583.500000 Penalty: 4745.180176
	Iteration 2F: 3 clusters Score -1622584 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1623059.250000 Penalty: 4745.180176
	Iteration 3F: 3 clusters Score -1623059 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1623517.125000 Penalty: 4745.180176
	Iteration 4F: 3 clusters Score -1623517 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1623978.250000 Penalty: 4745.180176
	Iteration 5F: 3 clusters Score -1623978 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1624392.750000 Penalty: 4745.180176
	Iteration 6F: 3 clusters Score -1624393 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1624824.000000 Penalty: 4745.180176
	Iteration 7Q: 3 clusters Score -1624824 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1625273.375000 Penalty: 4745.180176
	Iteration 8Q: 3 clusters Score -1625273 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1625655.000000 Penalty: 4745.180176
	Iteration 9Q: 3 clusters Score -1625655 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1625931.375000 Penalty: 4745.180176
	Iteration 10Q: 3 clusters Score -1625931 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1626137.500000 Penalty: 4745.180176
	Iteration 11Q: 3 clusters Score -1626138 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1626296.000000 Penalty: 4745.180176
	Iteration 12Q: 3 clusters Score -1626296 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1626437.000000 Penalty: 4745.180176
	Iteration 13Q: 3 clusters Score -1626437 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1626559.375000 Penalty: 4745.180176
	Iteration 14Q: 3 clusters Score -1626559 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1626665.625000 Penalty: 4745.180176
	Iteration 15Q: 3 clusters Score -1626666 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1626769.250000 Penalty: 4745.180176
	Iteration 16Q: 3 clusters Score -1626769 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1626848.500000 Penalty: 4745.180176
	Iteration 17Q: 3 clusters Score -1626848 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1626924.750000 Penalty: 4745.180176
	Iteration 18Q: 3 clusters Score -1626925 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1626998.125000 Penalty: 4745.180176
	Iteration 19Q: 3 clusters Score -1626998 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1627083.625000 Penalty: 4745.180176
	Iteration 20F: 3 clusters Score -1627084 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1627170.625000 Penalty: 4745.180176
	Iteration 21Q: 3 clusters Score -1627171 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1627253.750000 Penalty: 4745.180176
	Iteration 22Q: 3 clusters Score -1627254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1627329.375000 Penalty: 4745.180176
	Iteration 23Q: 3 clusters Score -1627329 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1627410.375000 Penalty: 4745.180176
	Iteration 24Q: 3 clusters Score -1627410 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1627474.750000 Penalty: 4745.180176
	Iteration 25Q: 3 clusters Score -1627475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1627523.750000 Penalty: 4745.180176
	Iteration 26Q: 3 clusters Score -1627524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1627555.250000 Penalty: 4745.180176
	Iteration 27Q: 3 clusters Score -1627555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1627584.375000 Penalty: 4745.180176
	Iteration 28Q: 3 clusters Score -1627584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1627604.750000 Penalty: 4745.180176
	Iteration 29Q: 3 clusters Score -1627605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1627616.500000 Penalty: 4745.180176
	Iteration 30Q: 3 clusters Score -1627616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1627625.250000 Penalty: 4745.180176
	Iteration 31Q: 3 clusters Score -1627625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1627629.750000 Penalty: 4745.180176
	Iteration 32Q: 3 clusters Score -1627630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1627639.500000 Penalty: 4745.180176
	Iteration 33Q: 3 clusters Score -1627640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1627643.250000 Penalty: 4745.180176
	Iteration 34Q: 3 clusters Score -1627643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1627653.125000 Penalty: 4745.180176
	Iteration 35Q: 3 clusters Score -1627653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1627663.125000 Penalty: 4745.180176
	Iteration 36Q: 3 clusters Score -1627663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1627663.875000 Penalty: 4745.180176
	Iteration 37Q: 3 clusters Score -1627664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1627661.500000 Penalty: 4745.180176
	Iteration 38Q: 3 clusters Score -1627662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1627666.125000 Penalty: 4745.180176
	Iteration 39Q: 3 clusters Score -1627666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1627675.500000 Penalty: 4745.180176
	Iteration 40F: 3 clusters Score -1627676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1627676.750000 Penalty: 4745.180176
	Iteration 41Q: 3 clusters Score -1627677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1627678.875000 Penalty: 4745.180176
	Iteration 42Q: 3 clusters Score -1627679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1627690.000000 Penalty: 4745.180176
	Iteration 43Q: 3 clusters Score -1627690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1627687.125000 Penalty: 4745.180176
	Iteration 44Q: 3 clusters Score -1627687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1627688.875000 Penalty: 4745.180176
	Iteration 45Q: 3 clusters Score -1627689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1627695.500000 Penalty: 4745.180176
	Iteration 46Q: 3 clusters Score -1627696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1627702.125000 Penalty: 4745.180176
	Iteration 47Q: 3 clusters Score -1627702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1627714.875000 Penalty: 4745.180176
	Iteration 48Q: 3 clusters Score -1627715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1627718.500000 Penalty: 4745.180176
	Iteration 49Q: 3 clusters Score -1627718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1627727.750000 Penalty: 4745.180176
	Iteration 50Q: 3 clusters Score -1627728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1627728.625000 Penalty: 4745.180176
	Iteration 51Q: 3 clusters Score -1627729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1627732.250000 Penalty: 4745.180176
	Iteration 52Q: 3 clusters Score -1627732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1627733.125000 Penalty: 4745.180176
	Iteration 53Q: 3 clusters Score -1627733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1627736.125000 Penalty: 4745.180176
	Iteration 54Q: 3 clusters Score -1627736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1627734.125000 Penalty: 4745.180176
	Iteration 55Q: 3 clusters Score -1627734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1627735.375000 Penalty: 4745.180176
	Iteration 56Q: 3 clusters Score -1627735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1627733.625000 Penalty: 4745.180176
	Iteration 57Q: 3 clusters Score -1627734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1627733.625000 Penalty: 4745.180176
	Iteration 58F: 3 clusters Score -1627734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Entering Unmasked Estep 
Score: -1992443.125000 Penalty: 2429.079834
	Iteration 0F: 2 clusters Score -1992443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1979723.375000 Penalty: 4858.159668
	Iteration 0F: 3 clusters Score -1979723 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1983923.750000 Penalty: 4858.159668
	Iteration 1F: 3 clusters Score -1983924 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1984386.000000 Penalty: 4858.159668
	Iteration 2F: 3 clusters Score -1984386 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1984802.375000 Penalty: 4858.159668
	Iteration 3F: 3 clusters Score -1984802 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1985226.875000 Penalty: 4858.159668
	Iteration 4Q: 3 clusters Score -1985227 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1985615.000000 Penalty: 4858.159668
	Iteration 5Q: 3 clusters Score -1985615 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1985953.125000 Penalty: 4858.159668
	Iteration 6Q: 3 clusters Score -1985953 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1986271.375000 Penalty: 4858.159668
	Iteration 7Q: 3 clusters Score -1986271 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1986592.000000 Penalty: 4858.159668
	Iteration 8Q: 3 clusters Score -1986592 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1986851.625000 Penalty: 4858.159668
	Iteration 9Q: 3 clusters Score -1986852 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1987078.875000 Penalty: 4858.159668
	Iteration 10Q: 3 clusters Score -1987079 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1987265.250000 Penalty: 4858.159668
	Iteration 11Q: 3 clusters Score -1987265 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1987407.250000 Penalty: 4858.159668
	Iteration 12Q: 3 clusters Score -1987407 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1987530.375000 Penalty: 4858.159668
	Iteration 13Q: 3 clusters Score -1987530 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1987644.125000 Penalty: 4858.159668
	Iteration 14Q: 3 clusters Score -1987644 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1987755.500000 Penalty: 4858.159668
	Iteration 15Q: 3 clusters Score -1987756 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1987891.250000 Penalty: 4858.159668
	Iteration 16Q: 3 clusters Score -1987891 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1988024.000000 Penalty: 4858.159668
	Iteration 17Q: 3 clusters Score -1988024 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1988147.750000 Penalty: 4858.159668
	Iteration 18Q: 3 clusters Score -1988148 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1988265.125000 Penalty: 4858.159668
	Iteration 19Q: 3 clusters Score -1988265 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1988382.875000 Penalty: 4858.159668
	Iteration 20F: 3 clusters Score -1988383 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1988509.500000 Penalty: 4858.159668
	Iteration 21Q: 3 clusters Score -1988510 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1988625.375000 Penalty: 4858.159668
	Iteration 22Q: 3 clusters Score -1988625 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1988716.875000 Penalty: 4858.159668
	Iteration 23Q: 3 clusters Score -1988717 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1988797.125000 Penalty: 4858.159668
	Iteration 24Q: 3 clusters Score -1988797 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1988859.500000 Penalty: 4858.159668
	Iteration 25Q: 3 clusters Score -1988860 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1988911.750000 Penalty: 4858.159668
	Iteration 26Q: 3 clusters Score -1988912 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1988947.875000 Penalty: 4858.159668
	Iteration 27Q: 3 clusters Score -1988948 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1988997.000000 Penalty: 4858.159668
	Iteration 28Q: 3 clusters Score -1988997 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1989032.125000 Penalty: 4858.159668
	Iteration 29Q: 3 clusters Score -1989032 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1989065.750000 Penalty: 4858.159668
	Iteration 30Q: 3 clusters Score -1989066 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1989100.500000 Penalty: 4858.159668
	Iteration 31Q: 3 clusters Score -1989100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1989132.125000 Penalty: 4858.159668
	Iteration 32Q: 3 clusters Score -1989132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1989156.625000 Penalty: 4858.159668
	Iteration 33Q: 3 clusters Score -1989157 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1989178.000000 Penalty: 4858.159668
	Iteration 34Q: 3 clusters Score -1989178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1989194.125000 Penalty: 4858.159668
	Iteration 35Q: 3 clusters Score -1989194 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1989210.750000 Penalty: 4858.159668
	Iteration 36Q: 3 clusters Score -1989211 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1989239.375000 Penalty: 4858.159668
	Iteration 37Q: 3 clusters Score -1989239 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1989265.750000 Penalty: 4858.159668
	Iteration 38Q: 3 clusters Score -1989266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1989296.750000 Penalty: 4858.159668
	Iteration 39Q: 3 clusters Score -1989297 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1989333.875000 Penalty: 4858.159668
	Iteration 40F: 3 clusters Score -1989334 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1989356.625000 Penalty: 4858.159668
	Iteration 41Q: 3 clusters Score -1989357 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1989405.000000 Penalty: 4858.159668
	Iteration 42Q: 3 clusters Score -1989405 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1989458.125000 Penalty: 4858.159668
	Iteration 43Q: 3 clusters Score -1989458 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1989498.875000 Penalty: 4858.159668
	Iteration 44Q: 3 clusters Score -1989499 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1989558.375000 Penalty: 4858.159668
	Iteration 45Q: 3 clusters Score -1989558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1989616.500000 Penalty: 4858.159668
	Iteration 46Q: 3 clusters Score -1989616 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1989684.625000 Penalty: 4858.159668
	Iteration 47Q: 3 clusters Score -1989685 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1989758.750000 Penalty: 4858.159668
	Iteration 48Q: 3 clusters Score -1989759 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1989853.000000 Penalty: 4858.159668
	Iteration 49Q: 3 clusters Score -1989853 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1989939.875000 Penalty: 4858.159668
	Iteration 50Q: 3 clusters Score -1989940 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1990028.750000 Penalty: 4858.159668
	Iteration 51Q: 3 clusters Score -1990029 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1990101.125000 Penalty: 4858.159668
	Iteration 52Q: 3 clusters Score -1990101 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1990154.125000 Penalty: 4858.159668
	Iteration 53Q: 3 clusters Score -1990154 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1990201.500000 Penalty: 4858.159668
	Iteration 54Q: 3 clusters Score -1990202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1990253.625000 Penalty: 4858.159668
	Iteration 55Q: 3 clusters Score -1990254 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1990289.750000 Penalty: 4858.159668
	Iteration 56Q: 3 clusters Score -1990290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1990334.250000 Penalty: 4858.159668
	Iteration 57Q: 3 clusters Score -1990334 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1990362.625000 Penalty: 4858.159668
	Iteration 58Q: 3 clusters Score -1990363 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1990401.750000 Penalty: 4858.159668
	Iteration 59Q: 3 clusters Score -1990402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1990433.750000 Penalty: 4858.159668
	Iteration 60F: 3 clusters Score -1990434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1990468.375000 Penalty: 4858.159668
	Iteration 61Q: 3 clusters Score -1990468 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1990507.125000 Penalty: 4858.159668
	Iteration 62Q: 3 clusters Score -1990507 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1990551.750000 Penalty: 4858.159668
	Iteration 63Q: 3 clusters Score -1990552 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1990596.125000 Penalty: 4858.159668
	Iteration 64Q: 3 clusters Score -1990596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1990640.125000 Penalty: 4858.159668
	Iteration 65Q: 3 clusters Score -1990640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1990697.625000 Penalty: 4858.159668
	Iteration 66Q: 3 clusters Score -1990698 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1990774.250000 Penalty: 4858.159668
	Iteration 67Q: 3 clusters Score -1990774 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1990859.500000 Penalty: 4858.159668
	Iteration 68Q: 3 clusters Score -1990860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1990963.750000 Penalty: 4858.159668
	Iteration 69Q: 3 clusters Score -1990964 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1991072.375000 Penalty: 4858.159668
	Iteration 70Q: 3 clusters Score -1991072 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1991185.250000 Penalty: 4858.159668
	Iteration 71Q: 3 clusters Score -1991185 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1991270.750000 Penalty: 4858.159668
	Iteration 72Q: 3 clusters Score -1991271 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1991339.875000 Penalty: 4858.159668
	Iteration 73Q: 3 clusters Score -1991340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1991388.875000 Penalty: 4858.159668
	Iteration 74Q: 3 clusters Score -1991389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1991434.875000 Penalty: 4858.159668
	Iteration 75Q: 3 clusters Score -1991435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1991471.875000 Penalty: 4858.159668
	Iteration 76Q: 3 clusters Score -1991472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1991507.375000 Penalty: 4858.159668
	Iteration 77Q: 3 clusters Score -1991507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1991551.625000 Penalty: 4858.159668
	Iteration 78Q: 3 clusters Score -1991552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1991591.250000 Penalty: 4858.159668
	Iteration 79Q: 3 clusters Score -1991591 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1991634.250000 Penalty: 4858.159668
	Iteration 80F: 3 clusters Score -1991634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1991672.625000 Penalty: 4858.159668
	Iteration 81Q: 3 clusters Score -1991673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1991710.625000 Penalty: 4858.159668
	Iteration 82Q: 3 clusters Score -1991711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1991749.000000 Penalty: 4858.159668
	Iteration 83Q: 3 clusters Score -1991749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1991797.625000 Penalty: 4858.159668
	Iteration 84Q: 3 clusters Score -1991798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1991844.875000 Penalty: 4858.159668
	Iteration 85Q: 3 clusters Score -1991845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1991895.500000 Penalty: 4858.159668
	Iteration 86Q: 3 clusters Score -1991896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1991920.125000 Penalty: 4858.159668
	Iteration 87Q: 3 clusters Score -1991920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1991931.500000 Penalty: 4858.159668
	Iteration 88Q: 3 clusters Score -1991932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1991941.625000 Penalty: 4858.159668
	Iteration 89Q: 3 clusters Score -1991942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1991950.000000 Penalty: 4858.159668
	Iteration 90Q: 3 clusters Score -1991950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1991955.375000 Penalty: 4858.159668
	Iteration 91Q: 3 clusters Score -1991955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1991963.250000 Penalty: 4858.159668
	Iteration 92Q: 3 clusters Score -1991963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1991963.000000 Penalty: 4858.159668
	Iteration 93Q: 3 clusters Score -1991963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1991967.750000 Penalty: 4858.159668
	Iteration 94Q: 3 clusters Score -1991968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1991967.625000 Penalty: 4858.159668
	Iteration 95Q: 3 clusters Score -1991968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1991968.750000 Penalty: 4858.159668
	Iteration 96Q: 3 clusters Score -1991969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1991968.375000 Penalty: 4858.159668
	Iteration 97Q: 3 clusters Score -1991968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1991968.500000 Penalty: 4858.159668
	Iteration 98Q: 3 clusters Score -1991968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1991970.625000 Penalty: 4858.159668
	Iteration 99Q: 3 clusters Score -1991971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1991970.625000 Penalty: 4858.159668
	Iteration 100F: 3 clusters Score -1991971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -947385.000000 Penalty: 2227.675049
	Iteration 0F: 2 clusters Score -947385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -940951.562500 Penalty: 4455.350098
	Iteration 0F: 3 clusters Score -940951.6 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -942776.125000 Penalty: 4455.350098
	Iteration 1F: 3 clusters Score -942776.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -943141.187500 Penalty: 4455.350098
	Iteration 2F: 3 clusters Score -943141.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -943436.000000 Penalty: 4455.350098
	Iteration 3F: 3 clusters Score -943436 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -943753.625000 Penalty: 4455.350098
	Iteration 4F: 3 clusters Score -943753.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -944060.375000 Penalty: 4455.350098
	Iteration 5F: 3 clusters Score -944060.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -944337.812500 Penalty: 4455.350098
	Iteration 6Q: 3 clusters Score -944337.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -944552.625000 Penalty: 4455.350098
	Iteration 7Q: 3 clusters Score -944552.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -944712.250000 Penalty: 4455.350098
	Iteration 8Q: 3 clusters Score -944712.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -944855.187500 Penalty: 4455.350098
	Iteration 9Q: 3 clusters Score -944855.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -944956.750000 Penalty: 4455.350098
	Iteration 10Q: 3 clusters Score -944956.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -945035.062500 Penalty: 4455.350098
	Iteration 11Q: 3 clusters Score -945035.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -945087.812500 Penalty: 4455.350098
	Iteration 12Q: 3 clusters Score -945087.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -945122.187500 Penalty: 4455.350098
	Iteration 13Q: 3 clusters Score -945122.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -945150.187500 Penalty: 4455.350098
	Iteration 14Q: 3 clusters Score -945150.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -945178.687500 Penalty: 4455.350098
	Iteration 15Q: 3 clusters Score -945178.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -945197.250000 Penalty: 4455.350098
	Iteration 16Q: 3 clusters Score -945197.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -945207.937500 Penalty: 4455.350098
	Iteration 17Q: 3 clusters Score -945207.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -945220.062500 Penalty: 4455.350098
	Iteration 18Q: 3 clusters Score -945220.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -945232.125000 Penalty: 4455.350098
	Iteration 19Q: 3 clusters Score -945232.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -945243.437500 Penalty: 4455.350098
	Iteration 20F: 3 clusters Score -945243.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -945259.687500 Penalty: 4455.350098
	Iteration 21Q: 3 clusters Score -945259.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -945271.125000 Penalty: 4455.350098
	Iteration 22Q: 3 clusters Score -945271.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -945288.500000 Penalty: 4455.350098
	Iteration 23Q: 3 clusters Score -945288.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -945303.375000 Penalty: 4455.350098
	Iteration 24Q: 3 clusters Score -945303.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -945323.250000 Penalty: 4455.350098
	Iteration 25Q: 3 clusters Score -945323.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -945336.125000 Penalty: 4455.350098
	Iteration 26Q: 3 clusters Score -945336.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -945346.875000 Penalty: 4455.350098
	Iteration 27Q: 3 clusters Score -945346.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -945361.125000 Penalty: 4455.350098
	Iteration 28Q: 3 clusters Score -945361.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -945377.437500 Penalty: 4455.350098
	Iteration 29Q: 3 clusters Score -945377.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -945384.000000 Penalty: 4455.350098
	Iteration 30Q: 3 clusters Score -945384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -945399.375000 Penalty: 4455.350098
	Iteration 31Q: 3 clusters Score -945399.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -945407.562500 Penalty: 4455.350098
	Iteration 32Q: 3 clusters Score -945407.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -945420.062500 Penalty: 4455.350098
	Iteration 33Q: 3 clusters Score -945420.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -945433.250000 Penalty: 4455.350098
	Iteration 34Q: 3 clusters Score -945433.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -945447.187500 Penalty: 4455.350098
	Iteration 35Q: 3 clusters Score -945447.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -945462.000000 Penalty: 4455.350098
	Iteration 36Q: 3 clusters Score -945462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -945469.187500 Penalty: 4455.350098
	Iteration 37Q: 3 clusters Score -945469.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -945482.937500 Penalty: 4455.350098
	Iteration 38Q: 3 clusters Score -945482.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -945495.000000 Penalty: 4455.350098
	Iteration 39Q: 3 clusters Score -945495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -945499.000000 Penalty: 4455.350098
	Iteration 40F: 3 clusters Score -945499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -945503.000000 Penalty: 4455.350098
	Iteration 41Q: 3 clusters Score -945503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -945509.687500 Penalty: 4455.350098
	Iteration 42Q: 3 clusters Score -945509.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -945513.625000 Penalty: 4455.350098
	Iteration 43Q: 3 clusters Score -945513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -945514.000000 Penalty: 4455.350098
	Iteration 44Q: 3 clusters Score -945514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -945515.687500 Penalty: 4455.350098
	Iteration 45Q: 3 clusters Score -945515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -945514.250000 Penalty: 4455.350098
	Iteration 46Q: 3 clusters Score -945514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -945515.125000 Penalty: 4455.350098
	Iteration 47Q: 3 clusters Score -945515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -945516.937500 Penalty: 4455.350098
	Iteration 48Q: 3 clusters Score -945516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -945517.812500 Penalty: 4455.350098
	Iteration 49Q: 3 clusters Score -945517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -945518.687500 Penalty: 4455.350098
	Iteration 50Q: 3 clusters Score -945518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -945518.187500 Penalty: 4455.350098
	Iteration 51Q: 3 clusters Score -945518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -945518.187500 Penalty: 4455.350098
	Iteration 52Q: 3 clusters Score -945518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -945517.500000 Penalty: 4455.350098
	Iteration 53Q: 3 clusters Score -945517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -945518.000000 Penalty: 4455.350098
	Iteration 54Q: 3 clusters Score -945518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -945518.000000 Penalty: 4455.350098
	Iteration 55F: 3 clusters Score -945518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -67655.125000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -67655.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66022.984375 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66022.98 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66254.328125 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66254.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66344.898438 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -66344.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66393.648438 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -66393.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66424.992188 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -66424.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66453.328125 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -66453.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66472.132812 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -66472.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66493.664062 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -66493.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66499.390625 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -66499.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66499.390625 Penalty: 3173.703125
	Iteration 9F: 3 clusters Score -66499.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (129864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Entering Unmasked Estep 
Score: -15581682.000000 Penalty: 2920.012451
	Iteration 0F: 2 clusters Score -1.558168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -15494720.000000 Penalty: 5840.024902
	Iteration 0F: 3 clusters Score -1.549472e+07 nChanged 61837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -15530710.000000 Penalty: 5840.024902
	Iteration 1F: 3 clusters Score -1.553071e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -15532026.000000 Penalty: 5840.024902
	Iteration 2Q: 3 clusters Score -1.553203e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -15533971.000000 Penalty: 5840.024902
	Iteration 3Q: 3 clusters Score -1.553397e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -15537193.000000 Penalty: 5840.024902
	Iteration 4F: 3 clusters Score -1.553719e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -15542852.000000 Penalty: 5840.024902
	Iteration 5F: 3 clusters Score -1.554285e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -15551055.000000 Penalty: 5840.024902
	Iteration 6F: 3 clusters Score -1.555106e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -15561398.000000 Penalty: 5840.024902
	Iteration 7F: 3 clusters Score -1.55614e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 119531 members 
Entering Unmasked Estep 
Score: -15569934.000000 Penalty: 5840.024902
	Iteration 8F: 3 clusters Score -1.556993e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -15575331.000000 Penalty: 5840.024902
	Iteration 9Q: 3 clusters Score -1.557533e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -15577665.000000 Penalty: 5840.024902
	Iteration 10Q: 3 clusters Score -1.557766e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -15578544.000000 Penalty: 5840.024902
	Iteration 11Q: 3 clusters Score -1.557854e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 129112 members 
Entering Unmasked Estep 
Score: -15578922.000000 Penalty: 5840.024902
	Iteration 12Q: 3 clusters Score -1.557892e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -15579068.000000 Penalty: 5840.024902
	Iteration 13Q: 3 clusters Score -1.557907e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 129298 members 
Entering Unmasked Estep 
Score: -15579192.000000 Penalty: 5840.024902
	Iteration 14Q: 3 clusters Score -1.557919e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 129324 members 
Entering Unmasked Estep 
Score: -15579271.000000 Penalty: 5840.024902
	Iteration 15Q: 3 clusters Score -1.557927e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -15579302.000000 Penalty: 5840.024902
	Iteration 16Q: 3 clusters Score -1.55793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -15579324.000000 Penalty: 5840.024902
	Iteration 17Q: 3 clusters Score -1.557932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -15579336.000000 Penalty: 5840.024902
	Iteration 18Q: 3 clusters Score -1.557934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -15579356.000000 Penalty: 5840.024902
	Iteration 19Q: 3 clusters Score -1.557936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 129355 members 
Entering Unmasked Estep 
Score: -15579356.000000 Penalty: 5840.024902
	Iteration 20F: 3 clusters Score -1.557936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -15579367.000000 Penalty: 5840.024902
	Iteration 21Q: 3 clusters Score -1.557937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -15579381.000000 Penalty: 5840.024902
	Iteration 22Q: 3 clusters Score -1.557938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 129372 members 
Entering Unmasked Estep 
Score: -15579394.000000 Penalty: 5840.024902
	Iteration 23Q: 3 clusters Score -1.557939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -15579384.000000 Penalty: 5840.024902
	Iteration 24Q: 3 clusters Score -1.557938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -15579383.000000 Penalty: 5840.024902
	Iteration 25Q: 3 clusters Score -1.557938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -15579401.000000 Penalty: 5840.024902
	Iteration 26Q: 3 clusters Score -1.55794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -15579388.000000 Penalty: 5840.024902
	Iteration 27Q: 3 clusters Score -1.557939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -15579393.000000 Penalty: 5840.024902
	Iteration 28Q: 3 clusters Score -1.557939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -15579390.000000 Penalty: 5840.024902
	Iteration 29Q: 3 clusters Score -1.557939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -15579397.000000 Penalty: 5840.024902
	Iteration 30Q: 3 clusters Score -1.55794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -15579410.000000 Penalty: 5840.024902
	Iteration 31Q: 3 clusters Score -1.557941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -15579407.000000 Penalty: 5840.024902
	Iteration 32Q: 3 clusters Score -1.557941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 129381 members 
Entering Unmasked Estep 
Score: -15579424.000000 Penalty: 5840.024902
	Iteration 33Q: 3 clusters Score -1.557942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -15579437.000000 Penalty: 5840.024902
	Iteration 34Q: 3 clusters Score -1.557944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -15579440.000000 Penalty: 5840.024902
	Iteration 35Q: 3 clusters Score -1.557944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -15579428.000000 Penalty: 5840.024902
	Iteration 36Q: 3 clusters Score -1.557943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -15579433.000000 Penalty: 5840.024902
	Iteration 37Q: 3 clusters Score -1.557943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -15579442.000000 Penalty: 5840.024902
	Iteration 38Q: 3 clusters Score -1.557944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -15579436.000000 Penalty: 5840.024902
	Iteration 39Q: 3 clusters Score -1.557944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -15579448.000000 Penalty: 5840.024902
	Iteration 40F: 3 clusters Score -1.557945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -831673.062500 Penalty: 2197.403809
	Iteration 0F: 2 clusters Score -831673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -825841.562500 Penalty: 4394.807617
	Iteration 0F: 3 clusters Score -825841.6 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -827480.937500 Penalty: 4394.807617
	Iteration 1F: 3 clusters Score -827480.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -827795.000000 Penalty: 4394.807617
	Iteration 2F: 3 clusters Score -827795 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -828023.562500 Penalty: 4394.807617
	Iteration 3F: 3 clusters Score -828023.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -828197.875000 Penalty: 4394.807617
	Iteration 4Q: 3 clusters Score -828197.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -828397.937500 Penalty: 4394.807617
	Iteration 5Q: 3 clusters Score -828397.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -828603.125000 Penalty: 4394.807617
	Iteration 6Q: 3 clusters Score -828603.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -828834.125000 Penalty: 4394.807617
	Iteration 7Q: 3 clusters Score -828834.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -829082.625000 Penalty: 4394.807617
	Iteration 8Q: 3 clusters Score -829082.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -829304.375000 Penalty: 4394.807617
	Iteration 9Q: 3 clusters Score -829304.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -829496.875000 Penalty: 4394.807617
	Iteration 10Q: 3 clusters Score -829496.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -829682.562500 Penalty: 4394.807617
	Iteration 11Q: 3 clusters Score -829682.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -829835.500000 Penalty: 4394.807617
	Iteration 12Q: 3 clusters Score -829835.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -829956.000000 Penalty: 4394.807617
	Iteration 13Q: 3 clusters Score -829956 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -830042.000000 Penalty: 4394.807617
	Iteration 14Q: 3 clusters Score -830042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -830106.062500 Penalty: 4394.807617
	Iteration 15Q: 3 clusters Score -830106.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -830152.750000 Penalty: 4394.807617
	Iteration 16Q: 3 clusters Score -830152.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -830196.187500 Penalty: 4394.807617
	Iteration 17Q: 3 clusters Score -830196.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -830245.312500 Penalty: 4394.807617
	Iteration 18Q: 3 clusters Score -830245.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -830293.812500 Penalty: 4394.807617
	Iteration 19Q: 3 clusters Score -830293.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -830333.750000 Penalty: 4394.807617
	Iteration 20F: 3 clusters Score -830333.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -830375.250000 Penalty: 4394.807617
	Iteration 21Q: 3 clusters Score -830375.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -830404.812500 Penalty: 4394.807617
	Iteration 22Q: 3 clusters Score -830404.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -830423.250000 Penalty: 4394.807617
	Iteration 23Q: 3 clusters Score -830423.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -830443.375000 Penalty: 4394.807617
	Iteration 24Q: 3 clusters Score -830443.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -830454.875000 Penalty: 4394.807617
	Iteration 25Q: 3 clusters Score -830454.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -830476.625000 Penalty: 4394.807617
	Iteration 26Q: 3 clusters Score -830476.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -830492.125000 Penalty: 4394.807617
	Iteration 27Q: 3 clusters Score -830492.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -830504.625000 Penalty: 4394.807617
	Iteration 28Q: 3 clusters Score -830504.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -830512.375000 Penalty: 4394.807617
	Iteration 29Q: 3 clusters Score -830512.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -830520.125000 Penalty: 4394.807617
	Iteration 30Q: 3 clusters Score -830520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -830525.687500 Penalty: 4394.807617
	Iteration 31Q: 3 clusters Score -830525.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -830532.500000 Penalty: 4394.807617
	Iteration 32Q: 3 clusters Score -830532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -830536.312500 Penalty: 4394.807617
	Iteration 33Q: 3 clusters Score -830536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -830536.125000 Penalty: 4394.807617
	Iteration 34Q: 3 clusters Score -830536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -830538.312500 Penalty: 4394.807617
	Iteration 35Q: 3 clusters Score -830538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -830541.812500 Penalty: 4394.807617
	Iteration 36Q: 3 clusters Score -830541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -830543.812500 Penalty: 4394.807617
	Iteration 37Q: 3 clusters Score -830543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -830550.125000 Penalty: 4394.807617
	Iteration 38Q: 3 clusters Score -830550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -830556.000000 Penalty: 4394.807617
	Iteration 39Q: 3 clusters Score -830556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -830568.187500 Penalty: 4394.807617
	Iteration 40F: 3 clusters Score -830568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -830574.750000 Penalty: 4394.807617
	Iteration 41Q: 3 clusters Score -830574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -830584.000000 Penalty: 4394.807617
	Iteration 42Q: 3 clusters Score -830584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -830586.937500 Penalty: 4394.807617
	Iteration 43Q: 3 clusters Score -830586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -830591.625000 Penalty: 4394.807617
	Iteration 44Q: 3 clusters Score -830591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -830591.625000 Penalty: 4394.807617
	Iteration 45Q: 3 clusters Score -830591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -830591.000000 Penalty: 4394.807617
	Iteration 46Q: 3 clusters Score -830591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -830594.875000 Penalty: 4394.807617
	Iteration 47Q: 3 clusters Score -830594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -830594.687500 Penalty: 4394.807617
	Iteration 48Q: 3 clusters Score -830594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -830594.687500 Penalty: 4394.807617
	Iteration 49F: 3 clusters Score -830594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Entering Unmasked Estep 
Score: -20355324.000000 Penalty: 2984.165771
	Iteration 0F: 2 clusters Score -2.035532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -20248580.000000 Penalty: 5968.331543
	Iteration 0F: 3 clusters Score -2.024858e+07 nChanged 80601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -20294788.000000 Penalty: 5968.331543
	Iteration 1F: 3 clusters Score -2.029479e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -20295778.000000 Penalty: 5968.331543
	Iteration 2Q: 3 clusters Score -2.029578e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -20297090.000000 Penalty: 5968.331543
	Iteration 3Q: 3 clusters Score -2.029709e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -20298668.000000 Penalty: 5968.331543
	Iteration 4Q: 3 clusters Score -2.029867e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -20301514.000000 Penalty: 5968.331543
	Iteration 5Q: 3 clusters Score -2.030151e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -20306622.000000 Penalty: 5968.331543
	Iteration 6F: 3 clusters Score -2.030662e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -20314922.000000 Penalty: 5968.331543
	Iteration 7F: 3 clusters Score -2.031492e+07 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -20326340.000000 Penalty: 5968.331543
	Iteration 8F: 3 clusters Score -2.032634e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -20338010.000000 Penalty: 5968.331543
	Iteration 9F: 3 clusters Score -2.033801e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 155585 members 
Entering Unmasked Estep 
Score: -20345258.000000 Penalty: 5968.331543
	Iteration 10F: 3 clusters Score -2.034526e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 161195 members 
Entering Unmasked Estep 
Score: -20348994.000000 Penalty: 5968.331543
	Iteration 11Q: 3 clusters Score -2.034899e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 164188 members 
Entering Unmasked Estep 
Score: -20350836.000000 Penalty: 5968.331543
	Iteration 12Q: 3 clusters Score -2.035084e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 165722 members 
Entering Unmasked Estep 
Score: -20351676.000000 Penalty: 5968.331543
	Iteration 13Q: 3 clusters Score -2.035168e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 166530 members 
Entering Unmasked Estep 
Score: -20352096.000000 Penalty: 5968.331543
	Iteration 14Q: 3 clusters Score -2.03521e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 166971 members 
Entering Unmasked Estep 
Score: -20352314.000000 Penalty: 5968.331543
	Iteration 15Q: 3 clusters Score -2.035231e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -20352442.000000 Penalty: 5968.331543
	Iteration 16Q: 3 clusters Score -2.035244e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 167374 members 
Entering Unmasked Estep 
Score: -20352526.000000 Penalty: 5968.331543
	Iteration 17Q: 3 clusters Score -2.035253e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -20352606.000000 Penalty: 5968.331543
	Iteration 18Q: 3 clusters Score -2.035261e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -20352652.000000 Penalty: 5968.331543
	Iteration 19Q: 3 clusters Score -2.035265e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -20352638.000000 Penalty: 5968.331543
	Iteration 20F: 3 clusters Score -2.035264e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 167624 members 
Entering Unmasked Estep 
Score: -20352684.000000 Penalty: 5968.331543
	Iteration 21Q: 3 clusters Score -2.035268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 167645 members 
Entering Unmasked Estep 
Score: -20352682.000000 Penalty: 5968.331543
	Iteration 22Q: 3 clusters Score -2.035268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 167659 members 
Entering Unmasked Estep 
Score: -20352692.000000 Penalty: 5968.331543
	Iteration 23Q: 3 clusters Score -2.035269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 167667 members 
Entering Unmasked Estep 
Score: -20352692.000000 Penalty: 5968.331543
	Iteration 24Q: 3 clusters Score -2.035269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 167671 members 
Entering Unmasked Estep 
Score: -20352696.000000 Penalty: 5968.331543
	Iteration 25Q: 3 clusters Score -2.03527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 167676 members 
Entering Unmasked Estep 
Score: -20352690.000000 Penalty: 5968.331543
	Iteration 26Q: 3 clusters Score -2.035269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 167681 members 
Entering Unmasked Estep 
Score: -20352716.000000 Penalty: 5968.331543
	Iteration 27Q: 3 clusters Score -2.035272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -20352726.000000 Penalty: 5968.331543
	Iteration 28Q: 3 clusters Score -2.035273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 167685 members 
Entering Unmasked Estep 
Score: -20352708.000000 Penalty: 5968.331543
	Iteration 29Q: 3 clusters Score -2.035271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -20352706.000000 Penalty: 5968.331543
	Iteration 30Q: 3 clusters Score -2.035271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 167692 members 
Entering Unmasked Estep 
Score: -20352714.000000 Penalty: 5968.331543
	Iteration 31Q: 3 clusters Score -2.035271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -20352718.000000 Penalty: 5968.331543
	Iteration 32Q: 3 clusters Score -2.035272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 167701 members 
Entering Unmasked Estep 
Score: -20352738.000000 Penalty: 5968.331543
	Iteration 33Q: 3 clusters Score -2.035274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 167700 members 
Entering Unmasked Estep 
Score: -20352736.000000 Penalty: 5968.331543
	Iteration 34Q: 3 clusters Score -2.035274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 167702 members 
Entering Unmasked Estep 
Score: -20352740.000000 Penalty: 5968.331543
	Iteration 35Q: 3 clusters Score -2.035274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -20352734.000000 Penalty: 5968.331543
	Iteration 36Q: 3 clusters Score -2.035273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 167704 members 
Entering Unmasked Estep 
Score: -20352736.000000 Penalty: 5968.331543
	Iteration 37Q: 3 clusters Score -2.035274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 167707 members 
Entering Unmasked Estep 
Score: -20352740.000000 Penalty: 5968.331543
	Iteration 38Q: 3 clusters Score -2.035274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -20352736.000000 Penalty: 5968.331543
	Iteration 39Q: 3 clusters Score -2.035274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 167711 members 
Entering Unmasked Estep 
Score: -20352734.000000 Penalty: 5968.331543
	Iteration 40F: 3 clusters Score -2.035273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -20352730.000000 Penalty: 5968.331543
	Iteration 41Q: 3 clusters Score -2.035273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 167713 members 
Entering Unmasked Estep 
Score: -20352720.000000 Penalty: 5968.331543
	Iteration 42Q: 3 clusters Score -2.035272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -20352730.000000 Penalty: 5968.331543
	Iteration 43Q: 3 clusters Score -2.035273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 167715 members 
Entering Unmasked Estep 
Score: -20352738.000000 Penalty: 5968.331543
	Iteration 44Q: 3 clusters Score -2.035274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -20352734.000000 Penalty: 5968.331543
	Iteration 45Q: 3 clusters Score -2.035273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -20352734.000000 Penalty: 5968.331543
	Iteration 46F: 3 clusters Score -2.035273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Entering Unmasked Estep 
Score: -8208307.000000 Penalty: 2760.063965
	Iteration 0F: 2 clusters Score -8208307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -8162318.000000 Penalty: 5520.127930
	Iteration 0F: 3 clusters Score -8162318 nChanged 31925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -8180421.000000 Penalty: 5520.127930
	Iteration 1F: 3 clusters Score -8180421 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8181052.000000 Penalty: 5520.127930
	Iteration 2Q: 3 clusters Score -8181052 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -8181785.500000 Penalty: 5520.127930
	Iteration 3Q: 3 clusters Score -8181786 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -8182743.000000 Penalty: 5520.127930
	Iteration 4Q: 3 clusters Score -8182743 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8184138.500000 Penalty: 5520.127930
	Iteration 5Q: 3 clusters Score -8184138 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8186551.500000 Penalty: 5520.127930
	Iteration 6F: 3 clusters Score -8186552 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -8190058.500000 Penalty: 5520.127930
	Iteration 7F: 3 clusters Score -8190058 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -8194786.500000 Penalty: 5520.127930
	Iteration 8F: 3 clusters Score -8194786 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -8199310.000000 Penalty: 5520.127930
	Iteration 9F: 3 clusters Score -8199310 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -8202223.000000 Penalty: 5520.127930
	Iteration 10Q: 3 clusters Score -8202223 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -8203724.500000 Penalty: 5520.127930
	Iteration 11Q: 3 clusters Score -8203724 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -8204482.500000 Penalty: 5520.127930
	Iteration 12Q: 3 clusters Score -8204482 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -8204884.500000 Penalty: 5520.127930
	Iteration 13Q: 3 clusters Score -8204884 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -8205154.500000 Penalty: 5520.127930
	Iteration 14Q: 3 clusters Score -8205154 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -8205347.500000 Penalty: 5520.127930
	Iteration 15Q: 3 clusters Score -8205348 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -8205503.000000 Penalty: 5520.127930
	Iteration 16Q: 3 clusters Score -8205503 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -8205623.500000 Penalty: 5520.127930
	Iteration 17Q: 3 clusters Score -8205624 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -8205724.500000 Penalty: 5520.127930
	Iteration 18Q: 3 clusters Score -8205724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -8205779.000000 Penalty: 5520.127930
	Iteration 19Q: 3 clusters Score -8205779 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -8205854.000000 Penalty: 5520.127930
	Iteration 20F: 3 clusters Score -8205854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -8205923.500000 Penalty: 5520.127930
	Iteration 21Q: 3 clusters Score -8205924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -8205962.000000 Penalty: 5520.127930
	Iteration 22Q: 3 clusters Score -8205962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -8205974.500000 Penalty: 5520.127930
	Iteration 23Q: 3 clusters Score -8205974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -8205999.000000 Penalty: 5520.127930
	Iteration 24Q: 3 clusters Score -8205999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -8206022.500000 Penalty: 5520.127930
	Iteration 25Q: 3 clusters Score -8206022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -8206039.500000 Penalty: 5520.127930
	Iteration 26Q: 3 clusters Score -8206040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -8206052.500000 Penalty: 5520.127930
	Iteration 27Q: 3 clusters Score -8206052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -8206074.500000 Penalty: 5520.127930
	Iteration 28Q: 3 clusters Score -8206074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -8206083.000000 Penalty: 5520.127930
	Iteration 29Q: 3 clusters Score -8206083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -8206090.500000 Penalty: 5520.127930
	Iteration 30Q: 3 clusters Score -8206090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -8206097.500000 Penalty: 5520.127930
	Iteration 31Q: 3 clusters Score -8206098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -8206125.000000 Penalty: 5520.127930
	Iteration 32Q: 3 clusters Score -8206125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -8206152.000000 Penalty: 5520.127930
	Iteration 33Q: 3 clusters Score -8206152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -8206149.500000 Penalty: 5520.127930
	Iteration 34Q: 3 clusters Score -8206150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -8206169.500000 Penalty: 5520.127930
	Iteration 35Q: 3 clusters Score -8206170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -8206164.500000 Penalty: 5520.127930
	Iteration 36Q: 3 clusters Score -8206164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -8206177.500000 Penalty: 5520.127930
	Iteration 37Q: 3 clusters Score -8206178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -8206166.000000 Penalty: 5520.127930
	Iteration 38Q: 3 clusters Score -8206166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -8206164.500000 Penalty: 5520.127930
	Iteration 39Q: 3 clusters Score -8206164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -8206162.500000 Penalty: 5520.127930
	Iteration 40F: 3 clusters Score -8206162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -8206166.000000 Penalty: 5520.127930
	Iteration 41Q: 3 clusters Score -8206166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -8206163.000000 Penalty: 5520.127930
	Iteration 42Q: 3 clusters Score -8206163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -8206170.000000 Penalty: 5520.127930
	Iteration 43Q: 3 clusters Score -8206170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -8206182.000000 Penalty: 5520.127930
	Iteration 44Q: 3 clusters Score -8206182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -8206185.000000 Penalty: 5520.127930
	Iteration 45Q: 3 clusters Score -8206185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -8206189.500000 Penalty: 5520.127930
	Iteration 46Q: 3 clusters Score -8206190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -8206188.000000 Penalty: 5520.127930
	Iteration 47Q: 3 clusters Score -8206188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -8206198.000000 Penalty: 5520.127930
	Iteration 48Q: 3 clusters Score -8206198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -8206194.500000 Penalty: 5520.127930
	Iteration 49Q: 3 clusters Score -8206194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -8206202.000000 Penalty: 5520.127930
	Iteration 50Q: 3 clusters Score -8206202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -8206206.500000 Penalty: 5520.127930
	Iteration 51Q: 3 clusters Score -8206206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -8206206.500000 Penalty: 5520.127930
	Iteration 52F: 3 clusters Score -8206206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Entering Unmasked Estep 
Score: -2494508.500000 Penalty: 2480.174805
	Iteration 0F: 2 clusters Score -2494508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2479134.000000 Penalty: 4960.349609
	Iteration 0F: 3 clusters Score -2479134 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2484276.250000 Penalty: 4960.349609
	Iteration 1F: 3 clusters Score -2484276 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2484818.500000 Penalty: 4960.349609
	Iteration 2F: 3 clusters Score -2484818 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2485348.250000 Penalty: 4960.349609
	Iteration 3F: 3 clusters Score -2485348 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2485834.750000 Penalty: 4960.349609
	Iteration 4Q: 3 clusters Score -2485835 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2486386.500000 Penalty: 4960.349609
	Iteration 5Q: 3 clusters Score -2486386 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2486983.000000 Penalty: 4960.349609
	Iteration 6Q: 3 clusters Score -2486983 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2487682.000000 Penalty: 4960.349609
	Iteration 7F: 3 clusters Score -2487682 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2488390.000000 Penalty: 4960.349609
	Iteration 8F: 3 clusters Score -2488390 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2488987.000000 Penalty: 4960.349609
	Iteration 9Q: 3 clusters Score -2488987 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2489458.250000 Penalty: 4960.349609
	Iteration 10Q: 3 clusters Score -2489458 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2489823.250000 Penalty: 4960.349609
	Iteration 11Q: 3 clusters Score -2489823 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2490113.000000 Penalty: 4960.349609
	Iteration 12Q: 3 clusters Score -2490113 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2490336.750000 Penalty: 4960.349609
	Iteration 13Q: 3 clusters Score -2490337 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2490513.250000 Penalty: 4960.349609
	Iteration 14Q: 3 clusters Score -2490513 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2490641.250000 Penalty: 4960.349609
	Iteration 15Q: 3 clusters Score -2490641 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2490760.250000 Penalty: 4960.349609
	Iteration 16Q: 3 clusters Score -2490760 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2490864.500000 Penalty: 4960.349609
	Iteration 17Q: 3 clusters Score -2490864 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2490940.500000 Penalty: 4960.349609
	Iteration 18Q: 3 clusters Score -2490940 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2491009.250000 Penalty: 4960.349609
	Iteration 19Q: 3 clusters Score -2491009 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2491079.750000 Penalty: 4960.349609
	Iteration 20F: 3 clusters Score -2491080 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2491130.250000 Penalty: 4960.349609
	Iteration 21Q: 3 clusters Score -2491130 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2491201.750000 Penalty: 4960.349609
	Iteration 22Q: 3 clusters Score -2491202 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2491264.250000 Penalty: 4960.349609
	Iteration 23Q: 3 clusters Score -2491264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2491313.000000 Penalty: 4960.349609
	Iteration 24Q: 3 clusters Score -2491313 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2491370.000000 Penalty: 4960.349609
	Iteration 25Q: 3 clusters Score -2491370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2491405.500000 Penalty: 4960.349609
	Iteration 26Q: 3 clusters Score -2491406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2491434.250000 Penalty: 4960.349609
	Iteration 27Q: 3 clusters Score -2491434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2491487.000000 Penalty: 4960.349609
	Iteration 28Q: 3 clusters Score -2491487 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2491517.000000 Penalty: 4960.349609
	Iteration 29Q: 3 clusters Score -2491517 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2491542.500000 Penalty: 4960.349609
	Iteration 30Q: 3 clusters Score -2491542 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2491573.500000 Penalty: 4960.349609
	Iteration 31Q: 3 clusters Score -2491574 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2491601.500000 Penalty: 4960.349609
	Iteration 32Q: 3 clusters Score -2491602 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2491633.750000 Penalty: 4960.349609
	Iteration 33Q: 3 clusters Score -2491634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2491639.750000 Penalty: 4960.349609
	Iteration 34Q: 3 clusters Score -2491640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2491647.500000 Penalty: 4960.349609
	Iteration 35Q: 3 clusters Score -2491648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2491663.500000 Penalty: 4960.349609
	Iteration 36Q: 3 clusters Score -2491664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2491675.250000 Penalty: 4960.349609
	Iteration 37Q: 3 clusters Score -2491675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2491685.000000 Penalty: 4960.349609
	Iteration 38Q: 3 clusters Score -2491685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2491687.000000 Penalty: 4960.349609
	Iteration 39Q: 3 clusters Score -2491687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2491685.000000 Penalty: 4960.349609
	Iteration 40F: 3 clusters Score -2491685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2491685.000000 Penalty: 4960.349609
	Iteration 41Q: 3 clusters Score -2491685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2491685.250000 Penalty: 4960.349609
	Iteration 42Q: 3 clusters Score -2491685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2491687.000000 Penalty: 4960.349609
	Iteration 43Q: 3 clusters Score -2491687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2491695.500000 Penalty: 4960.349609
	Iteration 44Q: 3 clusters Score -2491696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2491692.000000 Penalty: 4960.349609
	Iteration 45Q: 3 clusters Score -2491692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2491690.000000 Penalty: 4960.349609
	Iteration 46Q: 3 clusters Score -2491690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2491686.250000 Penalty: 4960.349609
	Iteration 47Q: 3 clusters Score -2491686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2491693.750000 Penalty: 4960.349609
	Iteration 48Q: 3 clusters Score -2491694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2491691.250000 Penalty: 4960.349609
	Iteration 49Q: 3 clusters Score -2491691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2491691.000000 Penalty: 4960.349609
	Iteration 50Q: 3 clusters Score -2491691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2491700.500000 Penalty: 4960.349609
	Iteration 51Q: 3 clusters Score -2491700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2491702.500000 Penalty: 4960.349609
	Iteration 52Q: 3 clusters Score -2491702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2491695.250000 Penalty: 4960.349609
	Iteration 53Q: 3 clusters Score -2491695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2491693.750000 Penalty: 4960.349609
	Iteration 54Q: 3 clusters Score -2491694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2491694.500000 Penalty: 4960.349609
	Iteration 55Q: 3 clusters Score -2491694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2491696.000000 Penalty: 4960.349609
	Iteration 56Q: 3 clusters Score -2491696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2491693.750000 Penalty: 4960.349609
	Iteration 57Q: 3 clusters Score -2491694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2491693.000000 Penalty: 4960.349609
	Iteration 58Q: 3 clusters Score -2491693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2491696.500000 Penalty: 4960.349609
	Iteration 59Q: 3 clusters Score -2491696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2491699.250000 Penalty: 4960.349609
	Iteration 60F: 3 clusters Score -2491699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2491698.250000 Penalty: 4960.349609
	Iteration 61Q: 3 clusters Score -2491698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2491697.000000 Penalty: 4960.349609
	Iteration 62Q: 3 clusters Score -2491697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2491697.000000 Penalty: 4960.349609
	Iteration 63F: 3 clusters Score -2491697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -393128.906250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -393128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -389473.656250 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -389473.7 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -390280.843750 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -390280.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -390488.437500 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -390488.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -390624.656250 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -390624.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -390762.718750 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -390762.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -390891.562500 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -390891.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -391027.000000 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -391027 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -391224.625000 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -391224.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -391399.781250 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -391399.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -391561.031250 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -391561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -391650.593750 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -391650.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -391706.125000 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -391706.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -391739.937500 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -391739.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -391763.437500 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -391763.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -391779.468750 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -391779.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -391787.093750 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -391787.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391793.406250 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -391793.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -391798.187500 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -391798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -391805.031250 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -391805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -391812.781250 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -391812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -391816.843750 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -391816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -391821.375000 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -391821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -391822.562500 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -391822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -391825.031250 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -391825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -391825.781250 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -391825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -391827.000000 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -391827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -391827.000000 Penalty: 4064.200439
	Iteration 26F: 3 clusters Score -391827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -91083.546875 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -91083.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89280.476562 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -89280.48 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89549.132812 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -89549.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89652.195312 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -89652.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89753.257812 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -89753.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89890.296875 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -89890.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90166.625000 Penalty: 3340.357422
	Iteration 5F: 3 clusters Score -90166.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90265.421875 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -90265.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90331.929688 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -90331.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90378.867188 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -90378.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90405.273438 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -90405.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90416.984375 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -90416.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90422.382812 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -90422.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90435.820312 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -90435.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -90444.250000 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -90444.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90446.796875 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -90446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90452.226562 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -90452.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90455.507812 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -90455.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90455.507812 Penalty: 3340.357422
	Iteration 17F: 3 clusters Score -90455.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Entering Unmasked Estep 
Score: -9529918.000000 Penalty: 2801.059814
	Iteration 0F: 2 clusters Score -9529918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -9476222.000000 Penalty: 5602.119629
	Iteration 0F: 3 clusters Score -9476222 nChanged 37697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -9497828.000000 Penalty: 5602.119629
	Iteration 1F: 3 clusters Score -9497828 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -9498954.000000 Penalty: 5602.119629
	Iteration 2Q: 3 clusters Score -9498954 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -9500374.000000 Penalty: 5602.119629
	Iteration 3Q: 3 clusters Score -9500374 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -9502104.000000 Penalty: 5602.119629
	Iteration 4Q: 3 clusters Score -9502104 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -9504248.000000 Penalty: 5602.119629
	Iteration 5F: 3 clusters Score -9504248 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -9506647.000000 Penalty: 5602.119629
	Iteration 6F: 3 clusters Score -9506647 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -9509187.000000 Penalty: 5602.119629
	Iteration 7F: 3 clusters Score -9509187 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -9511592.000000 Penalty: 5602.119629
	Iteration 8F: 3 clusters Score -9511592 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -9513884.000000 Penalty: 5602.119629
	Iteration 9F: 3 clusters Score -9513884 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -9515923.000000 Penalty: 5602.119629
	Iteration 10Q: 3 clusters Score -9515923 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -9517819.000000 Penalty: 5602.119629
	Iteration 11Q: 3 clusters Score -9517819 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -9519786.000000 Penalty: 5602.119629
	Iteration 12Q: 3 clusters Score -9519786 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -9521506.000000 Penalty: 5602.119629
	Iteration 13Q: 3 clusters Score -9521506 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -9523162.000000 Penalty: 5602.119629
	Iteration 14Q: 3 clusters Score -9523162 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -9524415.000000 Penalty: 5602.119629
	Iteration 15Q: 3 clusters Score -9524415 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -9525431.000000 Penalty: 5602.119629
	Iteration 16Q: 3 clusters Score -9525431 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -9526090.000000 Penalty: 5602.119629
	Iteration 17Q: 3 clusters Score -9526090 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -9526520.000000 Penalty: 5602.119629
	Iteration 18Q: 3 clusters Score -9526520 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -9526810.000000 Penalty: 5602.119629
	Iteration 19Q: 3 clusters Score -9526810 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -9527012.000000 Penalty: 5602.119629
	Iteration 20F: 3 clusters Score -9527012 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -9527137.000000 Penalty: 5602.119629
	Iteration 21Q: 3 clusters Score -9527137 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -9527212.000000 Penalty: 5602.119629
	Iteration 22Q: 3 clusters Score -9527212 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -9527278.000000 Penalty: 5602.119629
	Iteration 23Q: 3 clusters Score -9527278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -9527318.000000 Penalty: 5602.119629
	Iteration 24Q: 3 clusters Score -9527318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -9527334.000000 Penalty: 5602.119629
	Iteration 25Q: 3 clusters Score -9527334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -9527374.000000 Penalty: 5602.119629
	Iteration 26Q: 3 clusters Score -9527374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -9527375.000000 Penalty: 5602.119629
	Iteration 27Q: 3 clusters Score -9527375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -9527405.000000 Penalty: 5602.119629
	Iteration 28Q: 3 clusters Score -9527405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -9527434.000000 Penalty: 5602.119629
	Iteration 29Q: 3 clusters Score -9527434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -9527467.000000 Penalty: 5602.119629
	Iteration 30Q: 3 clusters Score -9527467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -9527461.000000 Penalty: 5602.119629
	Iteration 31Q: 3 clusters Score -9527461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -9527478.000000 Penalty: 5602.119629
	Iteration 32Q: 3 clusters Score -9527478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -9527488.000000 Penalty: 5602.119629
	Iteration 33Q: 3 clusters Score -9527488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -9527498.000000 Penalty: 5602.119629
	Iteration 34Q: 3 clusters Score -9527498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -9527510.000000 Penalty: 5602.119629
	Iteration 35Q: 3 clusters Score -9527510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -9527528.000000 Penalty: 5602.119629
	Iteration 36Q: 3 clusters Score -9527528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9527529.000000 Penalty: 5602.119629
	Iteration 37Q: 3 clusters Score -9527529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -9527533.000000 Penalty: 5602.119629
	Iteration 38Q: 3 clusters Score -9527533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -9527540.000000 Penalty: 5602.119629
	Iteration 39Q: 3 clusters Score -9527540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -9527544.000000 Penalty: 5602.119629
	Iteration 40F: 3 clusters Score -9527544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -9527537.000000 Penalty: 5602.119629
	Iteration 41Q: 3 clusters Score -9527537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -9527541.000000 Penalty: 5602.119629
	Iteration 42Q: 3 clusters Score -9527541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -9527537.000000 Penalty: 5602.119629
	Iteration 43Q: 3 clusters Score -9527537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -9527539.000000 Penalty: 5602.119629
	Iteration 44Q: 3 clusters Score -9527539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -9527541.000000 Penalty: 5602.119629
	Iteration 45Q: 3 clusters Score -9527541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -9527551.000000 Penalty: 5602.119629
	Iteration 46Q: 3 clusters Score -9527551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -9527552.000000 Penalty: 5602.119629
	Iteration 47Q: 3 clusters Score -9527552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -9527549.000000 Penalty: 5602.119629
	Iteration 48Q: 3 clusters Score -9527549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -9527549.000000 Penalty: 5602.119629
	Iteration 49F: 3 clusters Score -9527549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -945140.187500 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -945140.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -938393.625000 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -938393.6 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -940494.437500 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -940494.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -940906.500000 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -940906.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -941215.000000 Penalty: 4499.653809
	Iteration 3F: 3 clusters Score -941215 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -941467.687500 Penalty: 4499.653809
	Iteration 4F: 3 clusters Score -941467.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -941653.812500 Penalty: 4499.653809
	Iteration 5Q: 3 clusters Score -941653.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -941831.875000 Penalty: 4499.653809
	Iteration 6Q: 3 clusters Score -941831.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -941971.375000 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -941971.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -942090.062500 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -942090.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -942181.750000 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -942181.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -942255.375000 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -942255.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -942325.125000 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -942325.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -942381.750000 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -942381.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -942428.375000 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -942428.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -942476.562500 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -942476.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -942522.625000 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -942522.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -942567.312500 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -942567.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -942612.187500 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -942612.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -942656.250000 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -942656.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -942697.625000 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -942697.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -942743.625000 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -942743.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -942791.812500 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -942791.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -942841.625000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -942841.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -942887.437500 Penalty: 4499.653809
	Iteration 23Q: 3 clusters Score -942887.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -942927.062500 Penalty: 4499.653809
	Iteration 24Q: 3 clusters Score -942927.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -942977.687500 Penalty: 4499.653809
	Iteration 25Q: 3 clusters Score -942977.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -943025.687500 Penalty: 4499.653809
	Iteration 26Q: 3 clusters Score -943025.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -943066.875000 Penalty: 4499.653809
	Iteration 27Q: 3 clusters Score -943066.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -943110.062500 Penalty: 4499.653809
	Iteration 28Q: 3 clusters Score -943110.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -943155.875000 Penalty: 4499.653809
	Iteration 29Q: 3 clusters Score -943155.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -943211.000000 Penalty: 4499.653809
	Iteration 30Q: 3 clusters Score -943211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -943256.687500 Penalty: 4499.653809
	Iteration 31Q: 3 clusters Score -943256.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -943296.500000 Penalty: 4499.653809
	Iteration 32Q: 3 clusters Score -943296.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -943332.562500 Penalty: 4499.653809
	Iteration 33Q: 3 clusters Score -943332.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -943371.062500 Penalty: 4499.653809
	Iteration 34Q: 3 clusters Score -943371.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -943397.812500 Penalty: 4499.653809
	Iteration 35Q: 3 clusters Score -943397.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -943426.937500 Penalty: 4499.653809
	Iteration 36Q: 3 clusters Score -943426.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -943443.625000 Penalty: 4499.653809
	Iteration 37Q: 3 clusters Score -943443.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -943467.125000 Penalty: 4499.653809
	Iteration 38Q: 3 clusters Score -943467.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -943480.750000 Penalty: 4499.653809
	Iteration 39Q: 3 clusters Score -943480.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -943496.687500 Penalty: 4499.653809
	Iteration 40F: 3 clusters Score -943496.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -943504.437500 Penalty: 4499.653809
	Iteration 41Q: 3 clusters Score -943504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -943510.000000 Penalty: 4499.653809
	Iteration 42Q: 3 clusters Score -943510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -943520.125000 Penalty: 4499.653809
	Iteration 43Q: 3 clusters Score -943520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -943524.500000 Penalty: 4499.653809
	Iteration 44Q: 3 clusters Score -943524.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -943534.062500 Penalty: 4499.653809
	Iteration 45Q: 3 clusters Score -943534.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -943545.500000 Penalty: 4499.653809
	Iteration 46Q: 3 clusters Score -943545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -943556.250000 Penalty: 4499.653809
	Iteration 47Q: 3 clusters Score -943556.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -943566.500000 Penalty: 4499.653809
	Iteration 48Q: 3 clusters Score -943566.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -943579.062500 Penalty: 4499.653809
	Iteration 49Q: 3 clusters Score -943579.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -943591.062500 Penalty: 4499.653809
	Iteration 50Q: 3 clusters Score -943591.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -943604.187500 Penalty: 4499.653809
	Iteration 51Q: 3 clusters Score -943604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -943613.937500 Penalty: 4499.653809
	Iteration 52Q: 3 clusters Score -943613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -943624.437500 Penalty: 4499.653809
	Iteration 53Q: 3 clusters Score -943624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -943629.000000 Penalty: 4499.653809
	Iteration 54Q: 3 clusters Score -943629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -943632.937500 Penalty: 4499.653809
	Iteration 55Q: 3 clusters Score -943632.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -943640.375000 Penalty: 4499.653809
	Iteration 56Q: 3 clusters Score -943640.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -943646.687500 Penalty: 4499.653809
	Iteration 57Q: 3 clusters Score -943646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -943649.500000 Penalty: 4499.653809
	Iteration 58Q: 3 clusters Score -943649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -943654.000000 Penalty: 4499.653809
	Iteration 59Q: 3 clusters Score -943654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -943659.000000 Penalty: 4499.653809
	Iteration 60F: 3 clusters Score -943659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -943660.062500 Penalty: 4499.653809
	Iteration 61Q: 3 clusters Score -943660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -943663.312500 Penalty: 4499.653809
	Iteration 62Q: 3 clusters Score -943663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -943663.375000 Penalty: 4499.653809
	Iteration 63Q: 3 clusters Score -943663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -943662.375000 Penalty: 4499.653809
	Iteration 64Q: 3 clusters Score -943662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -943662.375000 Penalty: 4499.653809
	Iteration 65F: 3 clusters Score -943662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -363860.562500 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -363860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -360503.906250 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -360503.9 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -361264.968750 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -361265 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -361434.031250 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -361434 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -361533.750000 Penalty: 4006.260010
	Iteration 3Q: 3 clusters Score -361533.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -361589.218750 Penalty: 4006.260010
	Iteration 4Q: 3 clusters Score -361589.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -361630.781250 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -361630.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -361657.656250 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -361657.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -361673.843750 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -361673.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -361687.562500 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -361687.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -361693.875000 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -361693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -361698.343750 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -361698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -361701.187500 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -361701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -361703.531250 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -361703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -361704.593750 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -361704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -361704.500000 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -361704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361705.468750 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -361705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361705.468750 Penalty: 4006.260010
	Iteration 16F: 3 clusters Score -361705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Entering Unmasked Estep 
Score: -3186781.750000 Penalty: 2535.860596
	Iteration 0F: 2 clusters Score -3186782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3167794.250000 Penalty: 5071.721191
	Iteration 0F: 3 clusters Score -3167794 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3174355.750000 Penalty: 5071.721191
	Iteration 1F: 3 clusters Score -3174356 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3174845.750000 Penalty: 5071.721191
	Iteration 2F: 3 clusters Score -3174846 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3175293.250000 Penalty: 5071.721191
	Iteration 3Q: 3 clusters Score -3175293 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3175664.000000 Penalty: 5071.721191
	Iteration 4Q: 3 clusters Score -3175664 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3176067.250000 Penalty: 5071.721191
	Iteration 5Q: 3 clusters Score -3176067 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3176526.250000 Penalty: 5071.721191
	Iteration 6Q: 3 clusters Score -3176526 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3177010.250000 Penalty: 5071.721191
	Iteration 7Q: 3 clusters Score -3177010 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3177573.250000 Penalty: 5071.721191
	Iteration 8Q: 3 clusters Score -3177573 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3178268.750000 Penalty: 5071.721191
	Iteration 9Q: 3 clusters Score -3178269 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3178958.250000 Penalty: 5071.721191
	Iteration 10Q: 3 clusters Score -3178958 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3179572.000000 Penalty: 5071.721191
	Iteration 11Q: 3 clusters Score -3179572 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3180147.500000 Penalty: 5071.721191
	Iteration 12Q: 3 clusters Score -3180148 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3180704.000000 Penalty: 5071.721191
	Iteration 13Q: 3 clusters Score -3180704 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3181235.500000 Penalty: 5071.721191
	Iteration 14Q: 3 clusters Score -3181236 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3181754.000000 Penalty: 5071.721191
	Iteration 15Q: 3 clusters Score -3181754 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3182239.000000 Penalty: 5071.721191
	Iteration 16Q: 3 clusters Score -3182239 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3182683.500000 Penalty: 5071.721191
	Iteration 17Q: 3 clusters Score -3182684 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3183091.000000 Penalty: 5071.721191
	Iteration 18Q: 3 clusters Score -3183091 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3183429.750000 Penalty: 5071.721191
	Iteration 19Q: 3 clusters Score -3183430 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3183715.250000 Penalty: 5071.721191
	Iteration 20F: 3 clusters Score -3183715 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3183918.000000 Penalty: 5071.721191
	Iteration 21Q: 3 clusters Score -3183918 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3184091.000000 Penalty: 5071.721191
	Iteration 22Q: 3 clusters Score -3184091 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3184226.750000 Penalty: 5071.721191
	Iteration 23Q: 3 clusters Score -3184227 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3184322.250000 Penalty: 5071.721191
	Iteration 24Q: 3 clusters Score -3184322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3184399.500000 Penalty: 5071.721191
	Iteration 25Q: 3 clusters Score -3184400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3184462.250000 Penalty: 5071.721191
	Iteration 26Q: 3 clusters Score -3184462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3184499.750000 Penalty: 5071.721191
	Iteration 27Q: 3 clusters Score -3184500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3184534.500000 Penalty: 5071.721191
	Iteration 28Q: 3 clusters Score -3184534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3184558.500000 Penalty: 5071.721191
	Iteration 29Q: 3 clusters Score -3184558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3184582.500000 Penalty: 5071.721191
	Iteration 30Q: 3 clusters Score -3184582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3184592.500000 Penalty: 5071.721191
	Iteration 31Q: 3 clusters Score -3184592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3184610.250000 Penalty: 5071.721191
	Iteration 32Q: 3 clusters Score -3184610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3184628.500000 Penalty: 5071.721191
	Iteration 33Q: 3 clusters Score -3184628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3184635.000000 Penalty: 5071.721191
	Iteration 34Q: 3 clusters Score -3184635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3184642.500000 Penalty: 5071.721191
	Iteration 35Q: 3 clusters Score -3184642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3184649.000000 Penalty: 5071.721191
	Iteration 36Q: 3 clusters Score -3184649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3184658.500000 Penalty: 5071.721191
	Iteration 37Q: 3 clusters Score -3184658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3184667.750000 Penalty: 5071.721191
	Iteration 38Q: 3 clusters Score -3184668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3184666.250000 Penalty: 5071.721191
	Iteration 39Q: 3 clusters Score -3184666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3184672.500000 Penalty: 5071.721191
	Iteration 40F: 3 clusters Score -3184672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3184670.750000 Penalty: 5071.721191
	Iteration 41Q: 3 clusters Score -3184671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3184670.750000 Penalty: 5071.721191
	Iteration 42Q: 3 clusters Score -3184671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3184670.500000 Penalty: 5071.721191
	Iteration 43Q: 3 clusters Score -3184670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3184670.500000 Penalty: 5071.721191
	Iteration 44F: 3 clusters Score -3184670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Entering Unmasked Estep 
Score: -7226961.500000 Penalty: 2733.403320
	Iteration 0F: 2 clusters Score -7226962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -7185874.000000 Penalty: 5466.806641
	Iteration 0F: 3 clusters Score -7185874 nChanged 28473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -7202046.000000 Penalty: 5466.806641
	Iteration 1F: 3 clusters Score -7202046 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -7202741.000000 Penalty: 5466.806641
	Iteration 2Q: 3 clusters Score -7202741 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -7203383.500000 Penalty: 5466.806641
	Iteration 3Q: 3 clusters Score -7203384 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7204184.000000 Penalty: 5466.806641
	Iteration 4Q: 3 clusters Score -7204184 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -7205044.500000 Penalty: 5466.806641
	Iteration 5Q: 3 clusters Score -7205044 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -7206064.000000 Penalty: 5466.806641
	Iteration 6Q: 3 clusters Score -7206064 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -7207279.500000 Penalty: 5466.806641
	Iteration 7Q: 3 clusters Score -7207280 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -7208888.000000 Penalty: 5466.806641
	Iteration 8F: 3 clusters Score -7208888 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -7210930.500000 Penalty: 5466.806641
	Iteration 9F: 3 clusters Score -7210930 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -7213741.000000 Penalty: 5466.806641
	Iteration 10F: 3 clusters Score -7213741 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7216789.000000 Penalty: 5466.806641
	Iteration 11F: 3 clusters Score -7216789 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -7219451.000000 Penalty: 5466.806641
	Iteration 12F: 3 clusters Score -7219451 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7221107.000000 Penalty: 5466.806641
	Iteration 13Q: 3 clusters Score -7221107 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -7222059.000000 Penalty: 5466.806641
	Iteration 14Q: 3 clusters Score -7222059 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -7222698.000000 Penalty: 5466.806641
	Iteration 15Q: 3 clusters Score -7222698 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -7223100.500000 Penalty: 5466.806641
	Iteration 16Q: 3 clusters Score -7223100 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -7223391.000000 Penalty: 5466.806641
	Iteration 17Q: 3 clusters Score -7223391 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -7223553.000000 Penalty: 5466.806641
	Iteration 18Q: 3 clusters Score -7223553 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -7223669.500000 Penalty: 5466.806641
	Iteration 19Q: 3 clusters Score -7223670 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -7223725.500000 Penalty: 5466.806641
	Iteration 20F: 3 clusters Score -7223726 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -7223743.000000 Penalty: 5466.806641
	Iteration 21Q: 3 clusters Score -7223743 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -7223775.500000 Penalty: 5466.806641
	Iteration 22Q: 3 clusters Score -7223776 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -7223810.000000 Penalty: 5466.806641
	Iteration 23Q: 3 clusters Score -7223810 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -7223843.000000 Penalty: 5466.806641
	Iteration 24Q: 3 clusters Score -7223843 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -7223857.000000 Penalty: 5466.806641
	Iteration 25Q: 3 clusters Score -7223857 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -7223903.500000 Penalty: 5466.806641
	Iteration 26Q: 3 clusters Score -7223904 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -7223913.500000 Penalty: 5466.806641
	Iteration 27Q: 3 clusters Score -7223914 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -7223938.000000 Penalty: 5466.806641
	Iteration 28Q: 3 clusters Score -7223938 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -7223968.000000 Penalty: 5466.806641
	Iteration 29Q: 3 clusters Score -7223968 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -7223966.000000 Penalty: 5466.806641
	Iteration 30Q: 3 clusters Score -7223966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -7223969.500000 Penalty: 5466.806641
	Iteration 31Q: 3 clusters Score -7223970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -7223991.000000 Penalty: 5466.806641
	Iteration 32Q: 3 clusters Score -7223991 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -7224020.000000 Penalty: 5466.806641
	Iteration 33Q: 3 clusters Score -7224020 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -7224054.000000 Penalty: 5466.806641
	Iteration 34Q: 3 clusters Score -7224054 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -7224091.000000 Penalty: 5466.806641
	Iteration 35Q: 3 clusters Score -7224091 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -7224123.000000 Penalty: 5466.806641
	Iteration 36Q: 3 clusters Score -7224123 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -7224157.500000 Penalty: 5466.806641
	Iteration 37Q: 3 clusters Score -7224158 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -7224201.500000 Penalty: 5466.806641
	Iteration 38Q: 3 clusters Score -7224202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -7224199.000000 Penalty: 5466.806641
	Iteration 39Q: 3 clusters Score -7224199 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -7224217.000000 Penalty: 5466.806641
	Iteration 40F: 3 clusters Score -7224217 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -7224238.000000 Penalty: 5466.806641
	Iteration 41Q: 3 clusters Score -7224238 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -7224241.000000 Penalty: 5466.806641
	Iteration 42Q: 3 clusters Score -7224241 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -7224275.000000 Penalty: 5466.806641
	Iteration 43Q: 3 clusters Score -7224275 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -7224285.000000 Penalty: 5466.806641
	Iteration 44Q: 3 clusters Score -7224285 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -7224324.000000 Penalty: 5466.806641
	Iteration 45Q: 3 clusters Score -7224324 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -7224338.000000 Penalty: 5466.806641
	Iteration 46Q: 3 clusters Score -7224338 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -7224378.000000 Penalty: 5466.806641
	Iteration 47Q: 3 clusters Score -7224378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -7224417.500000 Penalty: 5466.806641
	Iteration 48Q: 3 clusters Score -7224418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -7224432.000000 Penalty: 5466.806641
	Iteration 49Q: 3 clusters Score -7224432 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -7224427.500000 Penalty: 5466.806641
	Iteration 50Q: 3 clusters Score -7224428 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -7224468.500000 Penalty: 5466.806641
	Iteration 51Q: 3 clusters Score -7224468 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -7224485.500000 Penalty: 5466.806641
	Iteration 52Q: 3 clusters Score -7224486 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -7224487.000000 Penalty: 5466.806641
	Iteration 53Q: 3 clusters Score -7224487 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -7224524.500000 Penalty: 5466.806641
	Iteration 54Q: 3 clusters Score -7224524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -7224560.500000 Penalty: 5466.806641
	Iteration 55Q: 3 clusters Score -7224560 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -7224567.500000 Penalty: 5466.806641
	Iteration 56Q: 3 clusters Score -7224568 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -7224617.000000 Penalty: 5466.806641
	Iteration 57Q: 3 clusters Score -7224617 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -7224645.000000 Penalty: 5466.806641
	Iteration 58Q: 3 clusters Score -7224645 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -7224672.500000 Penalty: 5466.806641
	Iteration 59Q: 3 clusters Score -7224672 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -7224705.000000 Penalty: 5466.806641
	Iteration 60F: 3 clusters Score -7224705 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -7224738.500000 Penalty: 5466.806641
	Iteration 61Q: 3 clusters Score -7224738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -7224760.500000 Penalty: 5466.806641
	Iteration 62Q: 3 clusters Score -7224760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -7224800.500000 Penalty: 5466.806641
	Iteration 63Q: 3 clusters Score -7224800 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -7224823.500000 Penalty: 5466.806641
	Iteration 64Q: 3 clusters Score -7224824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7224835.000000 Penalty: 5466.806641
	Iteration 65Q: 3 clusters Score -7224835 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -7224849.500000 Penalty: 5466.806641
	Iteration 66Q: 3 clusters Score -7224850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7224864.500000 Penalty: 5466.806641
	Iteration 67Q: 3 clusters Score -7224864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -7224893.000000 Penalty: 5466.806641
	Iteration 68Q: 3 clusters Score -7224893 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7224908.000000 Penalty: 5466.806641
	Iteration 69Q: 3 clusters Score -7224908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7224898.500000 Penalty: 5466.806641
	Iteration 70Q: 3 clusters Score -7224898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -7224902.000000 Penalty: 5466.806641
	Iteration 71Q: 3 clusters Score -7224902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -7224936.500000 Penalty: 5466.806641
	Iteration 72Q: 3 clusters Score -7224936 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -7224960.500000 Penalty: 5466.806641
	Iteration 73Q: 3 clusters Score -7224960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -7224987.500000 Penalty: 5466.806641
	Iteration 74Q: 3 clusters Score -7224988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -7225004.500000 Penalty: 5466.806641
	Iteration 75Q: 3 clusters Score -7225004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -7225009.500000 Penalty: 5466.806641
	Iteration 76Q: 3 clusters Score -7225010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -7225001.500000 Penalty: 5466.806641
	Iteration 77Q: 3 clusters Score -7225002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -7225012.000000 Penalty: 5466.806641
	Iteration 78Q: 3 clusters Score -7225012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -7225027.500000 Penalty: 5466.806641
	Iteration 79Q: 3 clusters Score -7225028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -7225041.000000 Penalty: 5466.806641
	Iteration 80F: 3 clusters Score -7225041 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7225061.500000 Penalty: 5466.806641
	Iteration 81Q: 3 clusters Score -7225062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -7225074.500000 Penalty: 5466.806641
	Iteration 82Q: 3 clusters Score -7225074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -7225075.500000 Penalty: 5466.806641
	Iteration 83Q: 3 clusters Score -7225076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -7225084.000000 Penalty: 5466.806641
	Iteration 84Q: 3 clusters Score -7225084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -7225108.500000 Penalty: 5466.806641
	Iteration 85Q: 3 clusters Score -7225108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -7225106.500000 Penalty: 5466.806641
	Iteration 86Q: 3 clusters Score -7225106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -7225114.500000 Penalty: 5466.806641
	Iteration 87Q: 3 clusters Score -7225114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -7225125.000000 Penalty: 5466.806641
	Iteration 88Q: 3 clusters Score -7225125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -7225134.500000 Penalty: 5466.806641
	Iteration 89Q: 3 clusters Score -7225134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -7225132.500000 Penalty: 5466.806641
	Iteration 90Q: 3 clusters Score -7225132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -7225142.500000 Penalty: 5466.806641
	Iteration 91Q: 3 clusters Score -7225142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -7225150.500000 Penalty: 5466.806641
	Iteration 92Q: 3 clusters Score -7225150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -7225163.000000 Penalty: 5466.806641
	Iteration 93Q: 3 clusters Score -7225163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -7225173.500000 Penalty: 5466.806641
	Iteration 94Q: 3 clusters Score -7225174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -7225179.500000 Penalty: 5466.806641
	Iteration 95Q: 3 clusters Score -7225180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -7225182.500000 Penalty: 5466.806641
	Iteration 96Q: 3 clusters Score -7225182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -7225204.000000 Penalty: 5466.806641
	Iteration 97Q: 3 clusters Score -7225204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -7225205.500000 Penalty: 5466.806641
	Iteration 98Q: 3 clusters Score -7225206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -7225193.000000 Penalty: 5466.806641
	Iteration 99Q: 3 clusters Score -7225193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -7225199.000000 Penalty: 5466.806641
	Iteration 100F: 3 clusters Score -7225199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -7225201.000000 Penalty: 5466.806641
	Iteration 101Q: 3 clusters Score -7225201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -7225196.500000 Penalty: 5466.806641
	Iteration 102Q: 3 clusters Score -7225196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -7225203.000000 Penalty: 5466.806641
	Iteration 103Q: 3 clusters Score -7225203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -7225211.000000 Penalty: 5466.806641
	Iteration 104Q: 3 clusters Score -7225211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7225218.500000 Penalty: 5466.806641
	Iteration 105Q: 3 clusters Score -7225218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -7225221.500000 Penalty: 5466.806641
	Iteration 106Q: 3 clusters Score -7225222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -7225223.500000 Penalty: 5466.806641
	Iteration 107Q: 3 clusters Score -7225224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -7225214.500000 Penalty: 5466.806641
	Iteration 108Q: 3 clusters Score -7225214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -7225217.000000 Penalty: 5466.806641
	Iteration 109Q: 3 clusters Score -7225217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -7225223.500000 Penalty: 5466.806641
	Iteration 110Q: 3 clusters Score -7225224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -7225237.500000 Penalty: 5466.806641
	Iteration 111Q: 3 clusters Score -7225238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -7225238.000000 Penalty: 5466.806641
	Iteration 112Q: 3 clusters Score -7225238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -7225230.000000 Penalty: 5466.806641
	Iteration 113Q: 3 clusters Score -7225230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -7225227.500000 Penalty: 5466.806641
	Iteration 114Q: 3 clusters Score -7225228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7225233.000000 Penalty: 5466.806641
	Iteration 115Q: 3 clusters Score -7225233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -7225232.000000 Penalty: 5466.806641
	Iteration 116Q: 3 clusters Score -7225232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -7225229.000000 Penalty: 5466.806641
	Iteration 117Q: 3 clusters Score -7225229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -7225231.500000 Penalty: 5466.806641
	Iteration 118Q: 3 clusters Score -7225232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -7225224.000000 Penalty: 5466.806641
	Iteration 119Q: 3 clusters Score -7225224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7225217.500000 Penalty: 5466.806641
	Iteration 120F: 3 clusters Score -7225218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -7225229.000000 Penalty: 5466.806641
	Iteration 121Q: 3 clusters Score -7225229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -7225231.500000 Penalty: 5466.806641
	Iteration 122Q: 3 clusters Score -7225232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -7225227.000000 Penalty: 5466.806641
	Iteration 123Q: 3 clusters Score -7225227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -7225229.500000 Penalty: 5466.806641
	Iteration 124Q: 3 clusters Score -7225230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -7225224.000000 Penalty: 5466.806641
	Iteration 125Q: 3 clusters Score -7225224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -7225233.500000 Penalty: 5466.806641
	Iteration 126Q: 3 clusters Score -7225234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7225229.000000 Penalty: 5466.806641
	Iteration 127Q: 3 clusters Score -7225229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -7225231.500000 Penalty: 5466.806641
	Iteration 128Q: 3 clusters Score -7225232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -7225233.000000 Penalty: 5466.806641
	Iteration 129Q: 3 clusters Score -7225233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -7225227.000000 Penalty: 5466.806641
	Iteration 130Q: 3 clusters Score -7225227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -7225227.000000 Penalty: 5466.806641
	Iteration 131F: 3 clusters Score -7225227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Entering Unmasked Estep 
Score: -3761664.500000 Penalty: 2584.578125
	Iteration 0F: 2 clusters Score -3761664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3738863.250000 Penalty: 5169.156250
	Iteration 0F: 3 clusters Score -3738863 nChanged 15214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3747505.750000 Penalty: 5169.156250
	Iteration 1F: 3 clusters Score -3747506 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3748338.000000 Penalty: 5169.156250
	Iteration 2F: 3 clusters Score -3748338 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3749169.000000 Penalty: 5169.156250
	Iteration 3F: 3 clusters Score -3749169 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3749986.250000 Penalty: 5169.156250
	Iteration 4F: 3 clusters Score -3749986 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3750864.500000 Penalty: 5169.156250
	Iteration 5F: 3 clusters Score -3750864 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3751742.750000 Penalty: 5169.156250
	Iteration 6F: 3 clusters Score -3751743 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3752636.500000 Penalty: 5169.156250
	Iteration 7Q: 3 clusters Score -3752636 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3753584.250000 Penalty: 5169.156250
	Iteration 8Q: 3 clusters Score -3753584 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3754419.750000 Penalty: 5169.156250
	Iteration 9Q: 3 clusters Score -3754420 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3755139.750000 Penalty: 5169.156250
	Iteration 10Q: 3 clusters Score -3755140 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3755714.000000 Penalty: 5169.156250
	Iteration 11Q: 3 clusters Score -3755714 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3756076.750000 Penalty: 5169.156250
	Iteration 12Q: 3 clusters Score -3756077 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3756306.250000 Penalty: 5169.156250
	Iteration 13Q: 3 clusters Score -3756306 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3756456.250000 Penalty: 5169.156250
	Iteration 14Q: 3 clusters Score -3756456 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3756609.000000 Penalty: 5169.156250
	Iteration 15Q: 3 clusters Score -3756609 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3756747.000000 Penalty: 5169.156250
	Iteration 16Q: 3 clusters Score -3756747 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3756871.250000 Penalty: 5169.156250
	Iteration 17Q: 3 clusters Score -3756871 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3756985.750000 Penalty: 5169.156250
	Iteration 18Q: 3 clusters Score -3756986 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3757111.750000 Penalty: 5169.156250
	Iteration 19Q: 3 clusters Score -3757112 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3757259.500000 Penalty: 5169.156250
	Iteration 20F: 3 clusters Score -3757260 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3757384.000000 Penalty: 5169.156250
	Iteration 21Q: 3 clusters Score -3757384 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3757518.000000 Penalty: 5169.156250
	Iteration 22Q: 3 clusters Score -3757518 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3757650.000000 Penalty: 5169.156250
	Iteration 23Q: 3 clusters Score -3757650 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3757770.750000 Penalty: 5169.156250
	Iteration 24Q: 3 clusters Score -3757771 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3757929.000000 Penalty: 5169.156250
	Iteration 25Q: 3 clusters Score -3757929 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3758075.500000 Penalty: 5169.156250
	Iteration 26Q: 3 clusters Score -3758076 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3758236.750000 Penalty: 5169.156250
	Iteration 27Q: 3 clusters Score -3758237 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3758401.500000 Penalty: 5169.156250
	Iteration 28Q: 3 clusters Score -3758402 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3758589.750000 Penalty: 5169.156250
	Iteration 29Q: 3 clusters Score -3758590 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3758734.000000 Penalty: 5169.156250
	Iteration 30Q: 3 clusters Score -3758734 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3758877.500000 Penalty: 5169.156250
	Iteration 31Q: 3 clusters Score -3758878 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3759014.750000 Penalty: 5169.156250
	Iteration 32Q: 3 clusters Score -3759015 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3759148.000000 Penalty: 5169.156250
	Iteration 33Q: 3 clusters Score -3759148 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3759298.750000 Penalty: 5169.156250
	Iteration 34Q: 3 clusters Score -3759299 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3759438.000000 Penalty: 5169.156250
	Iteration 35Q: 3 clusters Score -3759438 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3759583.750000 Penalty: 5169.156250
	Iteration 36Q: 3 clusters Score -3759584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3759742.000000 Penalty: 5169.156250
	Iteration 37Q: 3 clusters Score -3759742 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3759848.750000 Penalty: 5169.156250
	Iteration 38Q: 3 clusters Score -3759849 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3759941.000000 Penalty: 5169.156250
	Iteration 39Q: 3 clusters Score -3759941 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3759991.250000 Penalty: 5169.156250
	Iteration 40F: 3 clusters Score -3759991 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3760046.250000 Penalty: 5169.156250
	Iteration 41Q: 3 clusters Score -3760046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3760093.250000 Penalty: 5169.156250
	Iteration 42Q: 3 clusters Score -3760093 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3760140.250000 Penalty: 5169.156250
	Iteration 43Q: 3 clusters Score -3760140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3760174.000000 Penalty: 5169.156250
	Iteration 44Q: 3 clusters Score -3760174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3760190.250000 Penalty: 5169.156250
	Iteration 45Q: 3 clusters Score -3760190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3760200.750000 Penalty: 5169.156250
	Iteration 46Q: 3 clusters Score -3760201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3760231.000000 Penalty: 5169.156250
	Iteration 47Q: 3 clusters Score -3760231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3760244.000000 Penalty: 5169.156250
	Iteration 48Q: 3 clusters Score -3760244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3760267.500000 Penalty: 5169.156250
	Iteration 49Q: 3 clusters Score -3760268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3760291.000000 Penalty: 5169.156250
	Iteration 50Q: 3 clusters Score -3760291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3760302.250000 Penalty: 5169.156250
	Iteration 51Q: 3 clusters Score -3760302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3760323.750000 Penalty: 5169.156250
	Iteration 52Q: 3 clusters Score -3760324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3760335.250000 Penalty: 5169.156250
	Iteration 53Q: 3 clusters Score -3760335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3760367.750000 Penalty: 5169.156250
	Iteration 54Q: 3 clusters Score -3760368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3760385.500000 Penalty: 5169.156250
	Iteration 55Q: 3 clusters Score -3760386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3760402.250000 Penalty: 5169.156250
	Iteration 56Q: 3 clusters Score -3760402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3760408.500000 Penalty: 5169.156250
	Iteration 57Q: 3 clusters Score -3760408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3760412.000000 Penalty: 5169.156250
	Iteration 58Q: 3 clusters Score -3760412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3760426.500000 Penalty: 5169.156250
	Iteration 59Q: 3 clusters Score -3760426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3760427.500000 Penalty: 5169.156250
	Iteration 60F: 3 clusters Score -3760428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3760436.750000 Penalty: 5169.156250
	Iteration 61Q: 3 clusters Score -3760437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3760447.750000 Penalty: 5169.156250
	Iteration 62Q: 3 clusters Score -3760448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3760455.500000 Penalty: 5169.156250
	Iteration 63Q: 3 clusters Score -3760456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3760453.250000 Penalty: 5169.156250
	Iteration 64Q: 3 clusters Score -3760453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3760457.500000 Penalty: 5169.156250
	Iteration 65Q: 3 clusters Score -3760458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3760462.750000 Penalty: 5169.156250
	Iteration 66Q: 3 clusters Score -3760463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3760460.750000 Penalty: 5169.156250
	Iteration 67Q: 3 clusters Score -3760461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3760468.250000 Penalty: 5169.156250
	Iteration 68Q: 3 clusters Score -3760468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3760467.250000 Penalty: 5169.156250
	Iteration 69Q: 3 clusters Score -3760467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3760470.750000 Penalty: 5169.156250
	Iteration 70Q: 3 clusters Score -3760471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3760475.750000 Penalty: 5169.156250
	Iteration 71Q: 3 clusters Score -3760476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3760477.750000 Penalty: 5169.156250
	Iteration 72Q: 3 clusters Score -3760478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3760480.000000 Penalty: 5169.156250
	Iteration 73Q: 3 clusters Score -3760480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3760477.000000 Penalty: 5169.156250
	Iteration 74Q: 3 clusters Score -3760477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3760479.500000 Penalty: 5169.156250
	Iteration 75Q: 3 clusters Score -3760480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3760479.750000 Penalty: 5169.156250
	Iteration 76Q: 3 clusters Score -3760480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3760484.500000 Penalty: 5169.156250
	Iteration 77Q: 3 clusters Score -3760484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3760488.500000 Penalty: 5169.156250
	Iteration 78Q: 3 clusters Score -3760488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3760486.750000 Penalty: 5169.156250
	Iteration 79Q: 3 clusters Score -3760487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3760485.000000 Penalty: 5169.156250
	Iteration 80F: 3 clusters Score -3760485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -95723.781250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -95723.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93989.585938 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -93989.59 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94429.882812 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -94429.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94532.804688 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -94532.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -94583.726562 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -94583.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94601.953125 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -94601.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94609.906250 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -94609.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94614.437500 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -94614.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94616.093750 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -94616.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94618.500000 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -94618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94624.179688 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -94624.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94630.148438 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -94630.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94632.117188 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -94632.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94638.843750 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -94638.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94641.187500 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -94641.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -94644.718750 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -94644.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94647.531250 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -94647.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94647.953125 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -94647.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -94648.804688 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -94648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94649.421875 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -94649.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -94651.468750 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -94651.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94652.546875 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -94652.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1437454.875000 Penalty: 2339.761963
	Iteration 0F: 2 clusters Score -1437455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1428110.250000 Penalty: 4679.523926
	Iteration 0F: 3 clusters Score -1428110 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1431066.250000 Penalty: 4679.523926
	Iteration 1F: 3 clusters Score -1431066 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1431583.750000 Penalty: 4679.523926
	Iteration 2F: 3 clusters Score -1431584 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1431962.625000 Penalty: 4679.523926
	Iteration 3F: 3 clusters Score -1431963 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1432308.625000 Penalty: 4679.523926
	Iteration 4F: 3 clusters Score -1432309 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1432639.250000 Penalty: 4679.523926
	Iteration 5F: 3 clusters Score -1432639 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1432965.625000 Penalty: 4679.523926
	Iteration 6Q: 3 clusters Score -1432966 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1433292.250000 Penalty: 4679.523926
	Iteration 7Q: 3 clusters Score -1433292 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1433598.250000 Penalty: 4679.523926
	Iteration 8Q: 3 clusters Score -1433598 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1433901.875000 Penalty: 4679.523926
	Iteration 9Q: 3 clusters Score -1433902 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1434212.750000 Penalty: 4679.523926
	Iteration 10Q: 3 clusters Score -1434213 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1434508.125000 Penalty: 4679.523926
	Iteration 11Q: 3 clusters Score -1434508 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1434743.000000 Penalty: 4679.523926
	Iteration 12Q: 3 clusters Score -1434743 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1434897.125000 Penalty: 4679.523926
	Iteration 13Q: 3 clusters Score -1434897 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1435034.250000 Penalty: 4679.523926
	Iteration 14Q: 3 clusters Score -1435034 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1435142.875000 Penalty: 4679.523926
	Iteration 15Q: 3 clusters Score -1435143 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1435220.875000 Penalty: 4679.523926
	Iteration 16Q: 3 clusters Score -1435221 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1435278.750000 Penalty: 4679.523926
	Iteration 17Q: 3 clusters Score -1435279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1435328.125000 Penalty: 4679.523926
	Iteration 18Q: 3 clusters Score -1435328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1435376.500000 Penalty: 4679.523926
	Iteration 19Q: 3 clusters Score -1435376 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1435411.625000 Penalty: 4679.523926
	Iteration 20F: 3 clusters Score -1435412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1435435.375000 Penalty: 4679.523926
	Iteration 21Q: 3 clusters Score -1435435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1435451.750000 Penalty: 4679.523926
	Iteration 22Q: 3 clusters Score -1435452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1435464.125000 Penalty: 4679.523926
	Iteration 23Q: 3 clusters Score -1435464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1435479.375000 Penalty: 4679.523926
	Iteration 24Q: 3 clusters Score -1435479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1435487.000000 Penalty: 4679.523926
	Iteration 25Q: 3 clusters Score -1435487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1435494.625000 Penalty: 4679.523926
	Iteration 26Q: 3 clusters Score -1435495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1435499.875000 Penalty: 4679.523926
	Iteration 27Q: 3 clusters Score -1435500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1435503.875000 Penalty: 4679.523926
	Iteration 28Q: 3 clusters Score -1435504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1435508.500000 Penalty: 4679.523926
	Iteration 29Q: 3 clusters Score -1435508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1435507.000000 Penalty: 4679.523926
	Iteration 30Q: 3 clusters Score -1435507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1435514.750000 Penalty: 4679.523926
	Iteration 31Q: 3 clusters Score -1435515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1435517.750000 Penalty: 4679.523926
	Iteration 32Q: 3 clusters Score -1435518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1435522.750000 Penalty: 4679.523926
	Iteration 33Q: 3 clusters Score -1435523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1435525.250000 Penalty: 4679.523926
	Iteration 34Q: 3 clusters Score -1435525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1435526.750000 Penalty: 4679.523926
	Iteration 35Q: 3 clusters Score -1435527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1435528.750000 Penalty: 4679.523926
	Iteration 36Q: 3 clusters Score -1435529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1435532.875000 Penalty: 4679.523926
	Iteration 37Q: 3 clusters Score -1435533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1435535.125000 Penalty: 4679.523926
	Iteration 38Q: 3 clusters Score -1435535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1435540.625000 Penalty: 4679.523926
	Iteration 39Q: 3 clusters Score -1435541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1435540.125000 Penalty: 4679.523926
	Iteration 40F: 3 clusters Score -1435540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1435539.000000 Penalty: 4679.523926
	Iteration 41Q: 3 clusters Score -1435539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1435539.875000 Penalty: 4679.523926
	Iteration 42Q: 3 clusters Score -1435540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1435538.375000 Penalty: 4679.523926
	Iteration 43Q: 3 clusters Score -1435538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1435538.375000 Penalty: 4679.523926
	Iteration 44F: 3 clusters Score -1435538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1038624.062500 Penalty: 2262.891846
	Iteration 0F: 2 clusters Score -1038624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1031486.562500 Penalty: 4525.783691
	Iteration 0F: 3 clusters Score -1031487 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1033593.375000 Penalty: 4525.783691
	Iteration 1F: 3 clusters Score -1033593 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1033987.625000 Penalty: 4525.783691
	Iteration 2F: 3 clusters Score -1033988 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1034287.250000 Penalty: 4525.783691
	Iteration 3F: 3 clusters Score -1034287 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1034533.812500 Penalty: 4525.783691
	Iteration 4Q: 3 clusters Score -1034534 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1034751.687500 Penalty: 4525.783691
	Iteration 5Q: 3 clusters Score -1034752 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1034954.000000 Penalty: 4525.783691
	Iteration 6Q: 3 clusters Score -1034954 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1035154.937500 Penalty: 4525.783691
	Iteration 7Q: 3 clusters Score -1035155 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1035330.812500 Penalty: 4525.783691
	Iteration 8Q: 3 clusters Score -1035331 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1035488.062500 Penalty: 4525.783691
	Iteration 9Q: 3 clusters Score -1035488 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1035596.687500 Penalty: 4525.783691
	Iteration 10Q: 3 clusters Score -1035597 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1035664.000000 Penalty: 4525.783691
	Iteration 11Q: 3 clusters Score -1035664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1035710.625000 Penalty: 4525.783691
	Iteration 12Q: 3 clusters Score -1035711 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1035747.437500 Penalty: 4525.783691
	Iteration 13Q: 3 clusters Score -1035747 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1035774.375000 Penalty: 4525.783691
	Iteration 14Q: 3 clusters Score -1035774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1035794.687500 Penalty: 4525.783691
	Iteration 15Q: 3 clusters Score -1035795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1035817.937500 Penalty: 4525.783691
	Iteration 16Q: 3 clusters Score -1035818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1035842.687500 Penalty: 4525.783691
	Iteration 17Q: 3 clusters Score -1035843 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1035866.437500 Penalty: 4525.783691
	Iteration 18Q: 3 clusters Score -1035866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1035889.375000 Penalty: 4525.783691
	Iteration 19Q: 3 clusters Score -1035889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1035911.687500 Penalty: 4525.783691
	Iteration 20F: 3 clusters Score -1035912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1035925.687500 Penalty: 4525.783691
	Iteration 21Q: 3 clusters Score -1035926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1035934.875000 Penalty: 4525.783691
	Iteration 22Q: 3 clusters Score -1035935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1035943.250000 Penalty: 4525.783691
	Iteration 23Q: 3 clusters Score -1035943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1035946.187500 Penalty: 4525.783691
	Iteration 24Q: 3 clusters Score -1035946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1035951.875000 Penalty: 4525.783691
	Iteration 25Q: 3 clusters Score -1035952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1035957.500000 Penalty: 4525.783691
	Iteration 26Q: 3 clusters Score -1035958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1035963.937500 Penalty: 4525.783691
	Iteration 27Q: 3 clusters Score -1035964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1035969.812500 Penalty: 4525.783691
	Iteration 28Q: 3 clusters Score -1035970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1035971.375000 Penalty: 4525.783691
	Iteration 29Q: 3 clusters Score -1035971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1035977.250000 Penalty: 4525.783691
	Iteration 30Q: 3 clusters Score -1035977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1035983.562500 Penalty: 4525.783691
	Iteration 31Q: 3 clusters Score -1035984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1035984.750000 Penalty: 4525.783691
	Iteration 32Q: 3 clusters Score -1035985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1035989.125000 Penalty: 4525.783691
	Iteration 33Q: 3 clusters Score -1035989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1035990.375000 Penalty: 4525.783691
	Iteration 34Q: 3 clusters Score -1035990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1035989.312500 Penalty: 4525.783691
	Iteration 35Q: 3 clusters Score -1035989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1035993.250000 Penalty: 4525.783691
	Iteration 36Q: 3 clusters Score -1035993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1035996.125000 Penalty: 4525.783691
	Iteration 37Q: 3 clusters Score -1035996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1035996.625000 Penalty: 4525.783691
	Iteration 38Q: 3 clusters Score -1035997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1035997.437500 Penalty: 4525.783691
	Iteration 39Q: 3 clusters Score -1035997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1035999.687500 Penalty: 4525.783691
	Iteration 40F: 3 clusters Score -1036000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1036002.875000 Penalty: 4525.783691
	Iteration 41Q: 3 clusters Score -1036003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1036003.125000 Penalty: 4525.783691
	Iteration 42Q: 3 clusters Score -1036003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1036003.625000 Penalty: 4525.783691
	Iteration 43Q: 3 clusters Score -1036004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1036005.625000 Penalty: 4525.783691
	Iteration 44Q: 3 clusters Score -1036006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1036006.437500 Penalty: 4525.783691
	Iteration 45Q: 3 clusters Score -1036006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1036009.000000 Penalty: 4525.783691
	Iteration 46Q: 3 clusters Score -1036009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1036011.312500 Penalty: 4525.783691
	Iteration 47Q: 3 clusters Score -1036011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1036012.312500 Penalty: 4525.783691
	Iteration 48Q: 3 clusters Score -1036012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1036014.000000 Penalty: 4525.783691
	Iteration 49Q: 3 clusters Score -1036014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1036013.312500 Penalty: 4525.783691
	Iteration 50Q: 3 clusters Score -1036013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1036012.125000 Penalty: 4525.783691
	Iteration 51Q: 3 clusters Score -1036012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1036012.937500 Penalty: 4525.783691
	Iteration 52Q: 3 clusters Score -1036013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1036015.875000 Penalty: 4525.783691
	Iteration 53Q: 3 clusters Score -1036016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1036014.750000 Penalty: 4525.783691
	Iteration 54Q: 3 clusters Score -1036015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1036015.625000 Penalty: 4525.783691
	Iteration 55Q: 3 clusters Score -1036016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1036015.125000 Penalty: 4525.783691
	Iteration 56Q: 3 clusters Score -1036015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1036014.062500 Penalty: 4525.783691
	Iteration 57Q: 3 clusters Score -1036014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1036014.062500 Penalty: 4525.783691
	Iteration 58F: 3 clusters Score -1036014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -71348.789062 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -71348.79 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 322 members 
Entering Unmasked Estep 
Score: -69733.265625 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -69733.27 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70002.312500 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -70002.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70108.054688 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -70108.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70181.367188 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -70181.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70238.445312 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -70238.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -70293.640625 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -70293.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70327.851562 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -70327.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70358.828125 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -70358.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -70387.140625 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -70387.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -70398.562500 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -70398.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -70402.304688 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -70402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70417.328125 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -70417.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70438.164062 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -70438.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70452.273438 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -70452.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -70462.625000 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -70462.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70475.039062 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -70475.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -70490.820312 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -70490.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70494.531250 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -70494.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70494.531250 Penalty: 3222.400391
	Iteration 18F: 3 clusters Score -70494.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -76072.726562 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -76072.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74366.445312 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -74366.45 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74580.453125 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -74580.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74659.476562 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -74659.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74676.968750 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -74676.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74699.421875 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -74699.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74722.109375 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -74722.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74747.898438 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -74747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74760.328125 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -74760.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74768.390625 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -74768.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74771.750000 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -74771.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74774.773438 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -74774.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74774.773438 Penalty: 3276.898682
	Iteration 11F: 3 clusters Score -74774.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248033 members 
Mstep: Class 3 contains 164375 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157110 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87798 members 
Mstep: Class 14 contains 111269 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168203 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27591 members 
Mstep: Class 34 contains 61193 members 
Mstep: Class 35 contains 33580 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596208.000000 Penalty: 142798.250000
Iteration 399Q: 41 clusters Score -2.055962e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164374 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157113 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111269 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61192 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596112.000000 Penalty: 142798.250000
Iteration 400F: 41 clusters Score -2.055961e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164370 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157117 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111269 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61193 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596176.000000 Penalty: 142798.250000
Iteration 401Q: 41 clusters Score -2.055962e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164366 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157119 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111270 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8519 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61195 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596144.000000 Penalty: 142798.250000
Iteration 402Q: 41 clusters Score -2.055961e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164364 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157120 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93269 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111271 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8519 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61195 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596176.000000 Penalty: 142798.250000
Iteration 403Q: 41 clusters Score -2.055962e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164360 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157124 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93270 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111270 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8519 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61195 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596160.000000 Penalty: 142798.250000
Iteration 404Q: 41 clusters Score -2.055962e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164359 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157125 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93270 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111270 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8519 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61195 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596144.000000 Penalty: 142798.250000
Iteration 405Q: 41 clusters Score -2.055961e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164358 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157126 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93270 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111270 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8519 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61195 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596128.000000 Penalty: 142798.250000
Iteration 406Q: 41 clusters Score -2.055961e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 248032 members 
Mstep: Class 3 contains 164358 members 
Mstep: Class 4 contains 16263 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 157126 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 93270 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 87799 members 
Mstep: Class 14 contains 111270 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 8519 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 129864 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 168202 members 
Mstep: Class 26 contains 68138 members 
Mstep: Class 27 contains 22042 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 80386 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 27592 members 
Mstep: Class 34 contains 61195 members 
Mstep: Class 35 contains 33579 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 12513 members 
Mstep: Class 38 contains 9178 members 
Mstep: Class 39 contains 663 members 
Mstep: Class 40 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205596128.000000 Penalty: 142798.250000
Iteration 407F: 41 clusters Score -2.055961e+08 nChanged 0
Entering ConstructFrom: 
Score: -205596128.000000 Penalty: 142798.250000
Entering ConstructFrom: 
Trying to split cluster 1 (18826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Entering Unmasked Estep 
Score: -2141817.750000 Penalty: 2441.062500
	Iteration 0F: 2 clusters Score -2141818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2128377.750000 Penalty: 4882.125000
	Iteration 0F: 3 clusters Score -2128378 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2132959.250000 Penalty: 4882.125000
	Iteration 1F: 3 clusters Score -2132959 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2133514.500000 Penalty: 4882.125000
	Iteration 2F: 3 clusters Score -2133514 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2134043.500000 Penalty: 4882.125000
	Iteration 3F: 3 clusters Score -2134044 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2134622.500000 Penalty: 4882.125000
	Iteration 4F: 3 clusters Score -2134622 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2135208.000000 Penalty: 4882.125000
	Iteration 5F: 3 clusters Score -2135208 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2135792.500000 Penalty: 4882.125000
	Iteration 6F: 3 clusters Score -2135792 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2136356.000000 Penalty: 4882.125000
	Iteration 7F: 3 clusters Score -2136356 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2136827.000000 Penalty: 4882.125000
	Iteration 8Q: 3 clusters Score -2136827 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2137276.250000 Penalty: 4882.125000
	Iteration 9Q: 3 clusters Score -2137276 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2137754.750000 Penalty: 4882.125000
	Iteration 10Q: 3 clusters Score -2137755 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2138135.000000 Penalty: 4882.125000
	Iteration 11Q: 3 clusters Score -2138135 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2138465.750000 Penalty: 4882.125000
	Iteration 12Q: 3 clusters Score -2138466 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2138745.250000 Penalty: 4882.125000
	Iteration 13Q: 3 clusters Score -2138745 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2138969.500000 Penalty: 4882.125000
	Iteration 14Q: 3 clusters Score -2138970 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2139119.000000 Penalty: 4882.125000
	Iteration 15Q: 3 clusters Score -2139119 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2139235.250000 Penalty: 4882.125000
	Iteration 16Q: 3 clusters Score -2139235 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2139320.000000 Penalty: 4882.125000
	Iteration 17Q: 3 clusters Score -2139320 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2139384.250000 Penalty: 4882.125000
	Iteration 18Q: 3 clusters Score -2139384 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2139456.000000 Penalty: 4882.125000
	Iteration 19Q: 3 clusters Score -2139456 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2139523.500000 Penalty: 4882.125000
	Iteration 20F: 3 clusters Score -2139524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2139581.500000 Penalty: 4882.125000
	Iteration 21Q: 3 clusters Score -2139582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2139661.750000 Penalty: 4882.125000
	Iteration 22Q: 3 clusters Score -2139662 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2139746.000000 Penalty: 4882.125000
	Iteration 23Q: 3 clusters Score -2139746 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2139824.750000 Penalty: 4882.125000
	Iteration 24Q: 3 clusters Score -2139825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2139902.750000 Penalty: 4882.125000
	Iteration 25Q: 3 clusters Score -2139903 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2139986.500000 Penalty: 4882.125000
	Iteration 26Q: 3 clusters Score -2139986 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2140046.500000 Penalty: 4882.125000
	Iteration 27Q: 3 clusters Score -2140046 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2140096.750000 Penalty: 4882.125000
	Iteration 28Q: 3 clusters Score -2140097 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2140133.750000 Penalty: 4882.125000
	Iteration 29Q: 3 clusters Score -2140134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2140192.500000 Penalty: 4882.125000
	Iteration 30Q: 3 clusters Score -2140192 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2140259.000000 Penalty: 4882.125000
	Iteration 31Q: 3 clusters Score -2140259 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2140313.500000 Penalty: 4882.125000
	Iteration 32Q: 3 clusters Score -2140314 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2140356.500000 Penalty: 4882.125000
	Iteration 33Q: 3 clusters Score -2140356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2140402.000000 Penalty: 4882.125000
	Iteration 34Q: 3 clusters Score -2140402 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2140467.250000 Penalty: 4882.125000
	Iteration 35Q: 3 clusters Score -2140467 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2140513.000000 Penalty: 4882.125000
	Iteration 36Q: 3 clusters Score -2140513 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2140556.000000 Penalty: 4882.125000
	Iteration 37Q: 3 clusters Score -2140556 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2140591.000000 Penalty: 4882.125000
	Iteration 38Q: 3 clusters Score -2140591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2140631.000000 Penalty: 4882.125000
	Iteration 39Q: 3 clusters Score -2140631 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2140682.250000 Penalty: 4882.125000
	Iteration 40F: 3 clusters Score -2140682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2140722.250000 Penalty: 4882.125000
	Iteration 41Q: 3 clusters Score -2140722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2140747.500000 Penalty: 4882.125000
	Iteration 42Q: 3 clusters Score -2140748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2140764.500000 Penalty: 4882.125000
	Iteration 43Q: 3 clusters Score -2140764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2140776.000000 Penalty: 4882.125000
	Iteration 44Q: 3 clusters Score -2140776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2140789.250000 Penalty: 4882.125000
	Iteration 45Q: 3 clusters Score -2140789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2140795.250000 Penalty: 4882.125000
	Iteration 46Q: 3 clusters Score -2140795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2140804.000000 Penalty: 4882.125000
	Iteration 47Q: 3 clusters Score -2140804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2140808.000000 Penalty: 4882.125000
	Iteration 48Q: 3 clusters Score -2140808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2140820.750000 Penalty: 4882.125000
	Iteration 49Q: 3 clusters Score -2140821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2140817.250000 Penalty: 4882.125000
	Iteration 50Q: 3 clusters Score -2140817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2140822.750000 Penalty: 4882.125000
	Iteration 51Q: 3 clusters Score -2140823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2140829.500000 Penalty: 4882.125000
	Iteration 52Q: 3 clusters Score -2140830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2140828.000000 Penalty: 4882.125000
	Iteration 53Q: 3 clusters Score -2140828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2140837.500000 Penalty: 4882.125000
	Iteration 54Q: 3 clusters Score -2140838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2140837.500000 Penalty: 4882.125000
	Iteration 55Q: 3 clusters Score -2140838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2140840.250000 Penalty: 4882.125000
	Iteration 56Q: 3 clusters Score -2140840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2140844.500000 Penalty: 4882.125000
	Iteration 57Q: 3 clusters Score -2140844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2140843.750000 Penalty: 4882.125000
	Iteration 58Q: 3 clusters Score -2140844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2140845.000000 Penalty: 4882.125000
	Iteration 59Q: 3 clusters Score -2140845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2140844.750000 Penalty: 4882.125000
	Iteration 60F: 3 clusters Score -2140845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2140847.750000 Penalty: 4882.125000
	Iteration 61Q: 3 clusters Score -2140848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2140847.250000 Penalty: 4882.125000
	Iteration 62Q: 3 clusters Score -2140847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2140846.500000 Penalty: 4882.125000
	Iteration 63Q: 3 clusters Score -2140846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2140846.500000 Penalty: 4882.125000
	Iteration 64F: 3 clusters Score -2140846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248032 members 
Entering Unmasked Estep 
Score: -29059604.000000 Penalty: 3080.485596
	Iteration 0F: 2 clusters Score -2.90596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 124500 members 
Entering Unmasked Estep 
Score: -28892862.000000 Penalty: 6160.971191
	Iteration 0F: 3 clusters Score -2.889286e+07 nChanged 119665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -28962968.000000 Penalty: 6160.971191
	Iteration 1F: 3 clusters Score -2.896297e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 137023 members 
Entering Unmasked Estep 
Score: -28965130.000000 Penalty: 6160.971191
	Iteration 2Q: 3 clusters Score -2.896513e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -28968588.000000 Penalty: 6160.971191
	Iteration 3Q: 3 clusters Score -2.896859e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -28974622.000000 Penalty: 6160.971191
	Iteration 4F: 3 clusters Score -2.897462e+07 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 174838 members 
Entering Unmasked Estep 
Score: -28986382.000000 Penalty: 6160.971191
	Iteration 5F: 3 clusters Score -2.898638e+07 nChanged 22787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 197603 members 
Entering Unmasked Estep 
Score: -29005884.000000 Penalty: 6160.971191
	Iteration 6F: 3 clusters Score -2.900588e+07 nChanged 23825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 221428 members 
Entering Unmasked Estep 
Score: -29029870.000000 Penalty: 6160.971191
	Iteration 7F: 3 clusters Score -2.902987e+07 nChanged 16814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 238242 members 
Entering Unmasked Estep 
Score: -29046958.000000 Penalty: 6160.971191
	Iteration 8F: 3 clusters Score -2.904696e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 245519 members 
Entering Unmasked Estep 
Score: -29054144.000000 Penalty: 6160.971191
	Iteration 9Q: 3 clusters Score -2.905414e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 247420 members 
Entering Unmasked Estep 
Score: -29056176.000000 Penalty: 6160.971191
	Iteration 10Q: 3 clusters Score -2.905618e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 247754 members 
Entering Unmasked Estep 
Score: -29056554.000000 Penalty: 6160.971191
	Iteration 11Q: 3 clusters Score -2.905655e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 247823 members 
Entering Unmasked Estep 
Score: -29056708.000000 Penalty: 6160.971191
	Iteration 12Q: 3 clusters Score -2.905671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 247838 members 
Entering Unmasked Estep 
Score: -29056774.000000 Penalty: 6160.971191
	Iteration 13Q: 3 clusters Score -2.905677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 247850 members 
Entering Unmasked Estep 
Score: -29056808.000000 Penalty: 6160.971191
	Iteration 14Q: 3 clusters Score -2.905681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247849 members 
Entering Unmasked Estep 
Score: -29056850.000000 Penalty: 6160.971191
	Iteration 15Q: 3 clusters Score -2.905685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247849 members 
Entering Unmasked Estep 
Score: -29056866.000000 Penalty: 6160.971191
	Iteration 16Q: 3 clusters Score -2.905687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 247851 members 
Entering Unmasked Estep 
Score: -29056850.000000 Penalty: 6160.971191
	Iteration 17Q: 3 clusters Score -2.905685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 247851 members 
Entering Unmasked Estep 
Score: -29056862.000000 Penalty: 6160.971191
	Iteration 18Q: 3 clusters Score -2.905686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 247850 members 
Entering Unmasked Estep 
Score: -29056854.000000 Penalty: 6160.971191
	Iteration 19Q: 3 clusters Score -2.905685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 247851 members 
Entering Unmasked Estep 
Score: -29056862.000000 Penalty: 6160.971191
	Iteration 20F: 3 clusters Score -2.905686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 247853 members 
Entering Unmasked Estep 
Score: -29056872.000000 Penalty: 6160.971191
	Iteration 21Q: 3 clusters Score -2.905687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 247854 members 
Entering Unmasked Estep 
Score: -29056860.000000 Penalty: 6160.971191
	Iteration 22Q: 3 clusters Score -2.905686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 247853 members 
Entering Unmasked Estep 
Score: -29056870.000000 Penalty: 6160.971191
	Iteration 23Q: 3 clusters Score -2.905687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 247853 members 
Entering Unmasked Estep 
Score: -29056870.000000 Penalty: 6160.971191
	Iteration 24F: 3 clusters Score -2.905687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Entering Unmasked Estep 
Score: -19698760.000000 Penalty: 2978.430908
	Iteration 0F: 2 clusters Score -1.969876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -19590346.000000 Penalty: 5956.861816
	Iteration 0F: 3 clusters Score -1.959035e+07 nChanged 78971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -19635818.000000 Penalty: 5956.861816
	Iteration 1F: 3 clusters Score -1.963582e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -19636880.000000 Penalty: 5956.861816
	Iteration 2Q: 3 clusters Score -1.963688e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -19638162.000000 Penalty: 5956.861816
	Iteration 3Q: 3 clusters Score -1.963816e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -19640084.000000 Penalty: 5956.861816
	Iteration 4Q: 3 clusters Score -1.964008e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -19643356.000000 Penalty: 5956.861816
	Iteration 5Q: 3 clusters Score -1.964336e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -19649362.000000 Penalty: 5956.861816
	Iteration 6F: 3 clusters Score -1.964936e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -19658806.000000 Penalty: 5956.861816
	Iteration 7F: 3 clusters Score -1.965881e+07 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132845 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -19670468.000000 Penalty: 5956.861816
	Iteration 8F: 3 clusters Score -1.967047e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -19681774.000000 Penalty: 5956.861816
	Iteration 9F: 3 clusters Score -1.968177e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -19689670.000000 Penalty: 5956.861816
	Iteration 10Q: 3 clusters Score -1.968967e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -19693954.000000 Penalty: 5956.861816
	Iteration 11Q: 3 clusters Score -1.969395e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157897 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -19695938.000000 Penalty: 5956.861816
	Iteration 12Q: 3 clusters Score -1.969594e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158611 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -19696730.000000 Penalty: 5956.861816
	Iteration 13Q: 3 clusters Score -1.969673e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159063 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -19696998.000000 Penalty: 5956.861816
	Iteration 14Q: 3 clusters Score -1.9697e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -19697200.000000 Penalty: 5956.861816
	Iteration 15Q: 3 clusters Score -1.96972e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -19697234.000000 Penalty: 5956.861816
	Iteration 16Q: 3 clusters Score -1.969723e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -19697250.000000 Penalty: 5956.861816
	Iteration 17Q: 3 clusters Score -1.969725e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -19697338.000000 Penalty: 5956.861816
	Iteration 18Q: 3 clusters Score -1.969734e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160262 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -19697386.000000 Penalty: 5956.861816
	Iteration 19Q: 3 clusters Score -1.969739e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160367 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -19697416.000000 Penalty: 5956.861816
	Iteration 20F: 3 clusters Score -1.969742e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -19697412.000000 Penalty: 5956.861816
	Iteration 21Q: 3 clusters Score -1.969741e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160523 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -19697442.000000 Penalty: 5956.861816
	Iteration 22Q: 3 clusters Score -1.969744e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -19697464.000000 Penalty: 5956.861816
	Iteration 23Q: 3 clusters Score -1.969746e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160642 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -19697476.000000 Penalty: 5956.861816
	Iteration 24Q: 3 clusters Score -1.969748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -19697474.000000 Penalty: 5956.861816
	Iteration 25Q: 3 clusters Score -1.969747e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -19697508.000000 Penalty: 5956.861816
	Iteration 26Q: 3 clusters Score -1.969751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160776 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -19697536.000000 Penalty: 5956.861816
	Iteration 27Q: 3 clusters Score -1.969754e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -19697556.000000 Penalty: 5956.861816
	Iteration 28Q: 3 clusters Score -1.969756e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -19697532.000000 Penalty: 5956.861816
	Iteration 29Q: 3 clusters Score -1.969753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160878 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -19697560.000000 Penalty: 5956.861816
	Iteration 30Q: 3 clusters Score -1.969756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -19697544.000000 Penalty: 5956.861816
	Iteration 31Q: 3 clusters Score -1.969754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160935 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -19697534.000000 Penalty: 5956.861816
	Iteration 32Q: 3 clusters Score -1.969753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -19697530.000000 Penalty: 5956.861816
	Iteration 33Q: 3 clusters Score -1.969753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -19697516.000000 Penalty: 5956.861816
	Iteration 34Q: 3 clusters Score -1.969752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -19697514.000000 Penalty: 5956.861816
	Iteration 35Q: 3 clusters Score -1.969751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -19697512.000000 Penalty: 5956.861816
	Iteration 36Q: 3 clusters Score -1.969751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161032 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -19697508.000000 Penalty: 5956.861816
	Iteration 37Q: 3 clusters Score -1.969751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161037 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -19697522.000000 Penalty: 5956.861816
	Iteration 38Q: 3 clusters Score -1.969752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -19697526.000000 Penalty: 5956.861816
	Iteration 39Q: 3 clusters Score -1.969753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -19697520.000000 Penalty: 5956.861816
	Iteration 40F: 3 clusters Score -1.969752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -19697514.000000 Penalty: 5956.861816
	Iteration 41Q: 3 clusters Score -1.969751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -19697534.000000 Penalty: 5956.861816
	Iteration 42Q: 3 clusters Score -1.969753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -19697530.000000 Penalty: 5956.861816
	Iteration 43Q: 3 clusters Score -1.969753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -19697522.000000 Penalty: 5956.861816
	Iteration 44Q: 3 clusters Score -1.969752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -19697524.000000 Penalty: 5956.861816
	Iteration 45Q: 3 clusters Score -1.969752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -19697516.000000 Penalty: 5956.861816
	Iteration 46Q: 3 clusters Score -1.969752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -19697530.000000 Penalty: 5956.861816
	Iteration 47Q: 3 clusters Score -1.969753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -19697526.000000 Penalty: 5956.861816
	Iteration 48Q: 3 clusters Score -1.969753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -19697528.000000 Penalty: 5956.861816
	Iteration 49Q: 3 clusters Score -1.969753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -19697528.000000 Penalty: 5956.861816
	Iteration 50F: 3 clusters Score -1.969753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Entering Unmasked Estep 
Score: -1826341.125000 Penalty: 2404.768555
	Iteration 0F: 2 clusters Score -1826341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1814715.250000 Penalty: 4809.537109
	Iteration 0F: 3 clusters Score -1814715 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1818629.375000 Penalty: 4809.537109
	Iteration 1F: 3 clusters Score -1818629 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1819177.375000 Penalty: 4809.537109
	Iteration 2F: 3 clusters Score -1819177 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1819824.125000 Penalty: 4809.537109
	Iteration 3F: 3 clusters Score -1819824 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1820691.125000 Penalty: 4809.537109
	Iteration 4F: 3 clusters Score -1820691 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1821752.625000 Penalty: 4809.537109
	Iteration 5F: 3 clusters Score -1821753 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1822871.750000 Penalty: 4809.537109
	Iteration 6F: 3 clusters Score -1822872 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1823606.500000 Penalty: 4809.537109
	Iteration 7F: 3 clusters Score -1823606 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1824049.000000 Penalty: 4809.537109
	Iteration 8Q: 3 clusters Score -1824049 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1824306.375000 Penalty: 4809.537109
	Iteration 9Q: 3 clusters Score -1824306 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1824467.250000 Penalty: 4809.537109
	Iteration 10Q: 3 clusters Score -1824467 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1824608.625000 Penalty: 4809.537109
	Iteration 11Q: 3 clusters Score -1824609 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1824706.625000 Penalty: 4809.537109
	Iteration 12Q: 3 clusters Score -1824707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1824801.500000 Penalty: 4809.537109
	Iteration 13Q: 3 clusters Score -1824802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1824855.500000 Penalty: 4809.537109
	Iteration 14Q: 3 clusters Score -1824856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1824910.250000 Penalty: 4809.537109
	Iteration 15Q: 3 clusters Score -1824910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1824941.000000 Penalty: 4809.537109
	Iteration 16Q: 3 clusters Score -1824941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1824964.250000 Penalty: 4809.537109
	Iteration 17Q: 3 clusters Score -1824964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1824981.125000 Penalty: 4809.537109
	Iteration 18Q: 3 clusters Score -1824981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1824996.750000 Penalty: 4809.537109
	Iteration 19Q: 3 clusters Score -1824997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1825004.875000 Penalty: 4809.537109
	Iteration 20F: 3 clusters Score -1825005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1825010.250000 Penalty: 4809.537109
	Iteration 21Q: 3 clusters Score -1825010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1825014.250000 Penalty: 4809.537109
	Iteration 22Q: 3 clusters Score -1825014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1825017.000000 Penalty: 4809.537109
	Iteration 23Q: 3 clusters Score -1825017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1825020.500000 Penalty: 4809.537109
	Iteration 24Q: 3 clusters Score -1825020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1825022.625000 Penalty: 4809.537109
	Iteration 25Q: 3 clusters Score -1825023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1825024.625000 Penalty: 4809.537109
	Iteration 26Q: 3 clusters Score -1825025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1825030.250000 Penalty: 4809.537109
	Iteration 27Q: 3 clusters Score -1825030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1825033.750000 Penalty: 4809.537109
	Iteration 28Q: 3 clusters Score -1825034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1825033.500000 Penalty: 4809.537109
	Iteration 29Q: 3 clusters Score -1825034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1825031.500000 Penalty: 4809.537109
	Iteration 30Q: 3 clusters Score -1825032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1825032.125000 Penalty: 4809.537109
	Iteration 31Q: 3 clusters Score -1825032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1825032.125000 Penalty: 4809.537109
	Iteration 32F: 3 clusters Score -1825032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Entering Unmasked Estep 
Score: -5481615.500000 Penalty: 2667.283447
	Iteration 0F: 2 clusters Score -5481616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -5450082.500000 Penalty: 5334.566895
	Iteration 0F: 3 clusters Score -5450082 nChanged 21593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -5462053.500000 Penalty: 5334.566895
	Iteration 1F: 3 clusters Score -5462054 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5463075.500000 Penalty: 5334.566895
	Iteration 2Q: 3 clusters Score -5463076 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5464587.500000 Penalty: 5334.566895
	Iteration 3F: 3 clusters Score -5464588 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5466768.000000 Penalty: 5334.566895
	Iteration 4F: 3 clusters Score -5466768 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5469286.500000 Penalty: 5334.566895
	Iteration 5F: 3 clusters Score -5469286 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5471639.000000 Penalty: 5334.566895
	Iteration 6F: 3 clusters Score -5471639 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5473359.000000 Penalty: 5334.566895
	Iteration 7F: 3 clusters Score -5473359 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -5474443.000000 Penalty: 5334.566895
	Iteration 8Q: 3 clusters Score -5474443 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -5475214.500000 Penalty: 5334.566895
	Iteration 9Q: 3 clusters Score -5475214 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -5475772.000000 Penalty: 5334.566895
	Iteration 10Q: 3 clusters Score -5475772 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5476289.500000 Penalty: 5334.566895
	Iteration 11Q: 3 clusters Score -5476290 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -5476825.500000 Penalty: 5334.566895
	Iteration 12Q: 3 clusters Score -5476826 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -5477384.000000 Penalty: 5334.566895
	Iteration 13Q: 3 clusters Score -5477384 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5477967.500000 Penalty: 5334.566895
	Iteration 14Q: 3 clusters Score -5477968 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -5478568.000000 Penalty: 5334.566895
	Iteration 15Q: 3 clusters Score -5478568 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5479000.000000 Penalty: 5334.566895
	Iteration 16Q: 3 clusters Score -5479000 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5479378.000000 Penalty: 5334.566895
	Iteration 17Q: 3 clusters Score -5479378 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5479686.500000 Penalty: 5334.566895
	Iteration 18Q: 3 clusters Score -5479686 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5479880.000000 Penalty: 5334.566895
	Iteration 19Q: 3 clusters Score -5479880 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5480016.000000 Penalty: 5334.566895
	Iteration 20F: 3 clusters Score -5480016 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5480117.500000 Penalty: 5334.566895
	Iteration 21Q: 3 clusters Score -5480118 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5480180.000000 Penalty: 5334.566895
	Iteration 22Q: 3 clusters Score -5480180 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5480214.000000 Penalty: 5334.566895
	Iteration 23Q: 3 clusters Score -5480214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5480231.000000 Penalty: 5334.566895
	Iteration 24Q: 3 clusters Score -5480231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5480271.000000 Penalty: 5334.566895
	Iteration 25Q: 3 clusters Score -5480271 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5480277.500000 Penalty: 5334.566895
	Iteration 26Q: 3 clusters Score -5480278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5480309.500000 Penalty: 5334.566895
	Iteration 27Q: 3 clusters Score -5480310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5480343.500000 Penalty: 5334.566895
	Iteration 28Q: 3 clusters Score -5480344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5480366.000000 Penalty: 5334.566895
	Iteration 29Q: 3 clusters Score -5480366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5480370.000000 Penalty: 5334.566895
	Iteration 30Q: 3 clusters Score -5480370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5480386.500000 Penalty: 5334.566895
	Iteration 31Q: 3 clusters Score -5480386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5480397.000000 Penalty: 5334.566895
	Iteration 32Q: 3 clusters Score -5480397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5480402.000000 Penalty: 5334.566895
	Iteration 33Q: 3 clusters Score -5480402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5480402.500000 Penalty: 5334.566895
	Iteration 34Q: 3 clusters Score -5480402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5480410.000000 Penalty: 5334.566895
	Iteration 35Q: 3 clusters Score -5480410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5480403.500000 Penalty: 5334.566895
	Iteration 36Q: 3 clusters Score -5480404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5480417.500000 Penalty: 5334.566895
	Iteration 37Q: 3 clusters Score -5480418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5480416.500000 Penalty: 5334.566895
	Iteration 38Q: 3 clusters Score -5480416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5480425.000000 Penalty: 5334.566895
	Iteration 39Q: 3 clusters Score -5480425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5480419.500000 Penalty: 5334.566895
	Iteration 40F: 3 clusters Score -5480420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5480416.500000 Penalty: 5334.566895
	Iteration 41Q: 3 clusters Score -5480416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5480418.500000 Penalty: 5334.566895
	Iteration 42Q: 3 clusters Score -5480418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5480415.000000 Penalty: 5334.566895
	Iteration 43Q: 3 clusters Score -5480415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5480415.000000 Penalty: 5334.566895
	Iteration 44F: 3 clusters Score -5480415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Entering Unmasked Estep 
Score: -4595448.000000 Penalty: 2616.098145
	Iteration 0F: 2 clusters Score -4595448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4569412.500000 Penalty: 5232.196289
	Iteration 0F: 3 clusters Score -4569412 nChanged 17454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4579031.000000 Penalty: 5232.196289
	Iteration 1F: 3 clusters Score -4579031 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -4579508.500000 Penalty: 5232.196289
	Iteration 2Q: 3 clusters Score -4579508 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4579935.000000 Penalty: 5232.196289
	Iteration 3Q: 3 clusters Score -4579935 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4580368.500000 Penalty: 5232.196289
	Iteration 4Q: 3 clusters Score -4580368 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4580881.500000 Penalty: 5232.196289
	Iteration 5Q: 3 clusters Score -4580882 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4581588.500000 Penalty: 5232.196289
	Iteration 6Q: 3 clusters Score -4581588 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4582656.500000 Penalty: 5232.196289
	Iteration 7F: 3 clusters Score -4582656 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4584208.000000 Penalty: 5232.196289
	Iteration 8F: 3 clusters Score -4584208 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4586376.000000 Penalty: 5232.196289
	Iteration 9F: 3 clusters Score -4586376 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4588708.500000 Penalty: 5232.196289
	Iteration 10F: 3 clusters Score -4588708 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4590736.000000 Penalty: 5232.196289
	Iteration 11F: 3 clusters Score -4590736 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4591958.500000 Penalty: 5232.196289
	Iteration 12Q: 3 clusters Score -4591958 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4592576.500000 Penalty: 5232.196289
	Iteration 13Q: 3 clusters Score -4592576 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4592857.000000 Penalty: 5232.196289
	Iteration 14Q: 3 clusters Score -4592857 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4592989.500000 Penalty: 5232.196289
	Iteration 15Q: 3 clusters Score -4592990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4593080.000000 Penalty: 5232.196289
	Iteration 16Q: 3 clusters Score -4593080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4593125.000000 Penalty: 5232.196289
	Iteration 17Q: 3 clusters Score -4593125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4593147.500000 Penalty: 5232.196289
	Iteration 18Q: 3 clusters Score -4593148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4593175.000000 Penalty: 5232.196289
	Iteration 19Q: 3 clusters Score -4593175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4593199.000000 Penalty: 5232.196289
	Iteration 20F: 3 clusters Score -4593199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4593241.500000 Penalty: 5232.196289
	Iteration 21Q: 3 clusters Score -4593242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4593252.500000 Penalty: 5232.196289
	Iteration 22Q: 3 clusters Score -4593252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4593272.000000 Penalty: 5232.196289
	Iteration 23Q: 3 clusters Score -4593272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4593284.000000 Penalty: 5232.196289
	Iteration 24Q: 3 clusters Score -4593284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4593281.000000 Penalty: 5232.196289
	Iteration 25Q: 3 clusters Score -4593281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593288.500000 Penalty: 5232.196289
	Iteration 26Q: 3 clusters Score -4593288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593300.000000 Penalty: 5232.196289
	Iteration 27Q: 3 clusters Score -4593300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593301.000000 Penalty: 5232.196289
	Iteration 28Q: 3 clusters Score -4593301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4593303.000000 Penalty: 5232.196289
	Iteration 29Q: 3 clusters Score -4593303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593301.000000 Penalty: 5232.196289
	Iteration 30Q: 3 clusters Score -4593301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4593308.000000 Penalty: 5232.196289
	Iteration 31Q: 3 clusters Score -4593308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4593311.000000 Penalty: 5232.196289
	Iteration 32Q: 3 clusters Score -4593311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4593314.000000 Penalty: 5232.196289
	Iteration 33Q: 3 clusters Score -4593314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4593311.000000 Penalty: 5232.196289
	Iteration 34Q: 3 clusters Score -4593311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4593314.000000 Penalty: 5232.196289
	Iteration 35Q: 3 clusters Score -4593314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4593315.000000 Penalty: 5232.196289
	Iteration 36Q: 3 clusters Score -4593315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4593315.000000 Penalty: 5232.196289
	Iteration 37F: 3 clusters Score -4593315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -571943.625000 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -571943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -567511.375000 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -567511.4 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -568545.000000 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -568545 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -568765.062500 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -568765.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -568891.062500 Penalty: 4212.275391
	Iteration 3Q: 3 clusters Score -568891.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -568963.062500 Penalty: 4212.275391
	Iteration 4Q: 3 clusters Score -568963.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -569012.125000 Penalty: 4212.275391
	Iteration 5Q: 3 clusters Score -569012.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -569057.687500 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -569057.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -569099.187500 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -569099.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -569140.375000 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -569140.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -569188.875000 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -569188.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -569237.625000 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -569237.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -569274.625000 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -569274.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -569309.562500 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -569309.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -569343.500000 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -569343.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -569379.312500 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -569379.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -569408.812500 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -569408.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -569446.312500 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -569446.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -569482.125000 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -569482.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -569524.125000 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -569524.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -569570.250000 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -569570.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -569621.812500 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -569621.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -569662.625000 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -569662.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -569699.812500 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -569699.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -569736.187500 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -569736.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -569768.000000 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -569768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -569799.875000 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -569799.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -569827.375000 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -569827.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -569855.437500 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -569855.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -569884.437500 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -569884.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -569911.937500 Penalty: 4212.275391
	Iteration 29Q: 3 clusters Score -569911.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -569942.687500 Penalty: 4212.275391
	Iteration 30Q: 3 clusters Score -569942.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -569970.437500 Penalty: 4212.275391
	Iteration 31Q: 3 clusters Score -569970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -569987.375000 Penalty: 4212.275391
	Iteration 32Q: 3 clusters Score -569987.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -569994.437500 Penalty: 4212.275391
	Iteration 33Q: 3 clusters Score -569994.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -569998.125000 Penalty: 4212.275391
	Iteration 34Q: 3 clusters Score -569998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -570001.187500 Penalty: 4212.275391
	Iteration 35Q: 3 clusters Score -570001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -570002.875000 Penalty: 4212.275391
	Iteration 36Q: 3 clusters Score -570002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -570007.875000 Penalty: 4212.275391
	Iteration 37Q: 3 clusters Score -570007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -570009.812500 Penalty: 4212.275391
	Iteration 38Q: 3 clusters Score -570009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -570012.375000 Penalty: 4212.275391
	Iteration 39Q: 3 clusters Score -570012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -570014.125000 Penalty: 4212.275391
	Iteration 40F: 3 clusters Score -570014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -570016.750000 Penalty: 4212.275391
	Iteration 41Q: 3 clusters Score -570016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -570020.937500 Penalty: 4212.275391
	Iteration 42Q: 3 clusters Score -570020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -570029.500000 Penalty: 4212.275391
	Iteration 43Q: 3 clusters Score -570029.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -570032.750000 Penalty: 4212.275391
	Iteration 44Q: 3 clusters Score -570032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -570039.437500 Penalty: 4212.275391
	Iteration 45Q: 3 clusters Score -570039.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -570048.812500 Penalty: 4212.275391
	Iteration 46Q: 3 clusters Score -570048.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -570057.000000 Penalty: 4212.275391
	Iteration 47Q: 3 clusters Score -570057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -570060.687500 Penalty: 4212.275391
	Iteration 48Q: 3 clusters Score -570060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -570064.750000 Penalty: 4212.275391
	Iteration 49Q: 3 clusters Score -570064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -570068.125000 Penalty: 4212.275391
	Iteration 50Q: 3 clusters Score -570068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -570072.812500 Penalty: 4212.275391
	Iteration 51Q: 3 clusters Score -570072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -570075.687500 Penalty: 4212.275391
	Iteration 52Q: 3 clusters Score -570075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -570079.000000 Penalty: 4212.275391
	Iteration 53Q: 3 clusters Score -570079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -570080.187500 Penalty: 4212.275391
	Iteration 54Q: 3 clusters Score -570080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -570083.312500 Penalty: 4212.275391
	Iteration 55Q: 3 clusters Score -570083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -570089.250000 Penalty: 4212.275391
	Iteration 56Q: 3 clusters Score -570089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -570089.625000 Penalty: 4212.275391
	Iteration 57Q: 3 clusters Score -570089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -570089.625000 Penalty: 4212.275391
	Iteration 58F: 3 clusters Score -570089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -38741.738281 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -38741.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37389.164062 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -37389.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37541.363281 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -37541.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37591.246094 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -37591.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37611.851562 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -37611.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37619.476562 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -37619.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37624.285156 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -37624.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37624.285156 Penalty: 2948.928711
	Iteration 6F: 3 clusters Score -37624.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (157126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Entering Unmasked Estep 
Score: -18749498.000000 Penalty: 2967.271240
	Iteration 0F: 2 clusters Score -1.87495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -18645164.000000 Penalty: 5934.542480
	Iteration 0F: 3 clusters Score -1.864516e+07 nChanged 75378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -18689172.000000 Penalty: 5934.542480
	Iteration 1F: 3 clusters Score -1.868917e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -18691098.000000 Penalty: 5934.542480
	Iteration 2Q: 3 clusters Score -1.86911e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -18694920.000000 Penalty: 5934.542480
	Iteration 3F: 3 clusters Score -1.869492e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -18701898.000000 Penalty: 5934.542480
	Iteration 4F: 3 clusters Score -1.87019e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -18713310.000000 Penalty: 5934.542480
	Iteration 5F: 3 clusters Score -1.871331e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -18727372.000000 Penalty: 5934.542480
	Iteration 6F: 3 clusters Score -1.872737e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -18738936.000000 Penalty: 5934.542480
	Iteration 7F: 3 clusters Score -1.873894e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -18744418.000000 Penalty: 5934.542480
	Iteration 8Q: 3 clusters Score -1.874442e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156195 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18746026.000000 Penalty: 5934.542480
	Iteration 9Q: 3 clusters Score -1.874603e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18746492.000000 Penalty: 5934.542480
	Iteration 10Q: 3 clusters Score -1.874649e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18746624.000000 Penalty: 5934.542480
	Iteration 11Q: 3 clusters Score -1.874662e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18746688.000000 Penalty: 5934.542480
	Iteration 12Q: 3 clusters Score -1.874669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18746694.000000 Penalty: 5934.542480
	Iteration 13Q: 3 clusters Score -1.874669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18746746.000000 Penalty: 5934.542480
	Iteration 14Q: 3 clusters Score -1.874675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156906 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18746768.000000 Penalty: 5934.542480
	Iteration 15Q: 3 clusters Score -1.874677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18746786.000000 Penalty: 5934.542480
	Iteration 16Q: 3 clusters Score -1.874679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18746794.000000 Penalty: 5934.542480
	Iteration 17Q: 3 clusters Score -1.874679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18746804.000000 Penalty: 5934.542480
	Iteration 18Q: 3 clusters Score -1.87468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18746824.000000 Penalty: 5934.542480
	Iteration 19Q: 3 clusters Score -1.874682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18746828.000000 Penalty: 5934.542480
	Iteration 20F: 3 clusters Score -1.874683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18746826.000000 Penalty: 5934.542480
	Iteration 21Q: 3 clusters Score -1.874683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18746826.000000 Penalty: 5934.542480
	Iteration 22F: 3 clusters Score -1.874683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Entering Unmasked Estep 
Score: -1162722.750000 Penalty: 2291.807861
	Iteration 0F: 2 clusters Score -1162723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1154897.500000 Penalty: 4583.615723
	Iteration 0F: 3 clusters Score -1154898 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1157253.375000 Penalty: 4583.615723
	Iteration 1F: 3 clusters Score -1157253 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1157646.625000 Penalty: 4583.615723
	Iteration 2F: 3 clusters Score -1157647 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1157972.375000 Penalty: 4583.615723
	Iteration 3F: 3 clusters Score -1157972 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1158300.000000 Penalty: 4583.615723
	Iteration 4Q: 3 clusters Score -1158300 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1158567.625000 Penalty: 4583.615723
	Iteration 5Q: 3 clusters Score -1158568 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1158778.250000 Penalty: 4583.615723
	Iteration 6Q: 3 clusters Score -1158778 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1158957.125000 Penalty: 4583.615723
	Iteration 7Q: 3 clusters Score -1158957 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1159109.000000 Penalty: 4583.615723
	Iteration 8Q: 3 clusters Score -1159109 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1159259.125000 Penalty: 4583.615723
	Iteration 9Q: 3 clusters Score -1159259 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1159413.750000 Penalty: 4583.615723
	Iteration 10Q: 3 clusters Score -1159414 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1159565.500000 Penalty: 4583.615723
	Iteration 11Q: 3 clusters Score -1159566 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1159723.875000 Penalty: 4583.615723
	Iteration 12Q: 3 clusters Score -1159724 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1159884.750000 Penalty: 4583.615723
	Iteration 13Q: 3 clusters Score -1159885 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1160042.500000 Penalty: 4583.615723
	Iteration 14Q: 3 clusters Score -1160042 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1160209.250000 Penalty: 4583.615723
	Iteration 15Q: 3 clusters Score -1160209 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1160391.750000 Penalty: 4583.615723
	Iteration 16Q: 3 clusters Score -1160392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1160564.125000 Penalty: 4583.615723
	Iteration 17Q: 3 clusters Score -1160564 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1160717.750000 Penalty: 4583.615723
	Iteration 18Q: 3 clusters Score -1160718 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1160863.125000 Penalty: 4583.615723
	Iteration 19Q: 3 clusters Score -1160863 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1160981.625000 Penalty: 4583.615723
	Iteration 20F: 3 clusters Score -1160982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1161062.250000 Penalty: 4583.615723
	Iteration 21Q: 3 clusters Score -1161062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1161125.375000 Penalty: 4583.615723
	Iteration 22Q: 3 clusters Score -1161125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1161183.875000 Penalty: 4583.615723
	Iteration 23Q: 3 clusters Score -1161184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1161228.500000 Penalty: 4583.615723
	Iteration 24Q: 3 clusters Score -1161228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1161264.375000 Penalty: 4583.615723
	Iteration 25Q: 3 clusters Score -1161264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1161279.125000 Penalty: 4583.615723
	Iteration 26Q: 3 clusters Score -1161279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1161291.000000 Penalty: 4583.615723
	Iteration 27Q: 3 clusters Score -1161291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1161304.125000 Penalty: 4583.615723
	Iteration 28Q: 3 clusters Score -1161304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1161312.750000 Penalty: 4583.615723
	Iteration 29Q: 3 clusters Score -1161313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1161321.750000 Penalty: 4583.615723
	Iteration 30Q: 3 clusters Score -1161322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1161322.875000 Penalty: 4583.615723
	Iteration 31Q: 3 clusters Score -1161323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1161329.375000 Penalty: 4583.615723
	Iteration 32Q: 3 clusters Score -1161329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1161331.875000 Penalty: 4583.615723
	Iteration 33Q: 3 clusters Score -1161332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1161330.875000 Penalty: 4583.615723
	Iteration 34Q: 3 clusters Score -1161331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1161330.875000 Penalty: 4583.615723
	Iteration 35F: 3 clusters Score -1161331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (93270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Entering Unmasked Estep 
Score: -11101327.000000 Penalty: 2837.926758
	Iteration 0F: 2 clusters Score -1.110133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -11039165.000000 Penalty: 5675.853516
	Iteration 0F: 3 clusters Score -1.103916e+07 nChanged 43856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -11064014.000000 Penalty: 5675.853516
	Iteration 1F: 3 clusters Score -1.106401e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -11064994.000000 Penalty: 5675.853516
	Iteration 2Q: 3 clusters Score -1.106499e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -11066220.000000 Penalty: 5675.853516
	Iteration 3Q: 3 clusters Score -1.106622e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -11067908.000000 Penalty: 5675.853516
	Iteration 4Q: 3 clusters Score -1.106791e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -11070214.000000 Penalty: 5675.853516
	Iteration 5F: 3 clusters Score -1.107021e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -11073090.000000 Penalty: 5675.853516
	Iteration 6F: 3 clusters Score -1.107309e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -11076598.000000 Penalty: 5675.853516
	Iteration 7F: 3 clusters Score -1.10766e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -11080386.000000 Penalty: 5675.853516
	Iteration 8F: 3 clusters Score -1.108039e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -11084146.000000 Penalty: 5675.853516
	Iteration 9F: 3 clusters Score -1.108415e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -11087615.000000 Penalty: 5675.853516
	Iteration 10F: 3 clusters Score -1.108762e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -11090148.000000 Penalty: 5675.853516
	Iteration 11Q: 3 clusters Score -1.109015e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -11091943.000000 Penalty: 5675.853516
	Iteration 12Q: 3 clusters Score -1.109194e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -11093066.000000 Penalty: 5675.853516
	Iteration 13Q: 3 clusters Score -1.109307e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -11093912.000000 Penalty: 5675.853516
	Iteration 14Q: 3 clusters Score -1.109391e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -11094505.000000 Penalty: 5675.853516
	Iteration 15Q: 3 clusters Score -1.10945e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -11094982.000000 Penalty: 5675.853516
	Iteration 16Q: 3 clusters Score -1.109498e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -11095362.000000 Penalty: 5675.853516
	Iteration 17Q: 3 clusters Score -1.109536e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -11095645.000000 Penalty: 5675.853516
	Iteration 18Q: 3 clusters Score -1.109564e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -11095903.000000 Penalty: 5675.853516
	Iteration 19Q: 3 clusters Score -1.10959e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -11096172.000000 Penalty: 5675.853516
	Iteration 20F: 3 clusters Score -1.109617e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -11096442.000000 Penalty: 5675.853516
	Iteration 21Q: 3 clusters Score -1.109644e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -11096660.000000 Penalty: 5675.853516
	Iteration 22Q: 3 clusters Score -1.109666e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -11096919.000000 Penalty: 5675.853516
	Iteration 23Q: 3 clusters Score -1.109692e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -11097153.000000 Penalty: 5675.853516
	Iteration 24Q: 3 clusters Score -1.109715e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -11097425.000000 Penalty: 5675.853516
	Iteration 25Q: 3 clusters Score -1.109742e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -11097666.000000 Penalty: 5675.853516
	Iteration 26Q: 3 clusters Score -1.109767e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -11097841.000000 Penalty: 5675.853516
	Iteration 27Q: 3 clusters Score -1.109784e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -11098040.000000 Penalty: 5675.853516
	Iteration 28Q: 3 clusters Score -1.109804e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -11098198.000000 Penalty: 5675.853516
	Iteration 29Q: 3 clusters Score -1.10982e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -11098314.000000 Penalty: 5675.853516
	Iteration 30Q: 3 clusters Score -1.109831e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -11098448.000000 Penalty: 5675.853516
	Iteration 31Q: 3 clusters Score -1.109845e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -11098579.000000 Penalty: 5675.853516
	Iteration 32Q: 3 clusters Score -1.109858e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -11098676.000000 Penalty: 5675.853516
	Iteration 33Q: 3 clusters Score -1.109868e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -11098742.000000 Penalty: 5675.853516
	Iteration 34Q: 3 clusters Score -1.109874e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -11098762.000000 Penalty: 5675.853516
	Iteration 35Q: 3 clusters Score -1.109876e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -11098820.000000 Penalty: 5675.853516
	Iteration 36Q: 3 clusters Score -1.109882e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -11098843.000000 Penalty: 5675.853516
	Iteration 37Q: 3 clusters Score -1.109884e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -11098860.000000 Penalty: 5675.853516
	Iteration 38Q: 3 clusters Score -1.109886e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -11098910.000000 Penalty: 5675.853516
	Iteration 39Q: 3 clusters Score -1.109891e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -11098932.000000 Penalty: 5675.853516
	Iteration 40F: 3 clusters Score -1.109893e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -11098977.000000 Penalty: 5675.853516
	Iteration 41Q: 3 clusters Score -1.109898e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -11098975.000000 Penalty: 5675.853516
	Iteration 42Q: 3 clusters Score -1.109898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -11098984.000000 Penalty: 5675.853516
	Iteration 43Q: 3 clusters Score -1.109898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -11099022.000000 Penalty: 5675.853516
	Iteration 44Q: 3 clusters Score -1.109902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -11099042.000000 Penalty: 5675.853516
	Iteration 45Q: 3 clusters Score -1.109904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -11099037.000000 Penalty: 5675.853516
	Iteration 46Q: 3 clusters Score -1.109904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -11099045.000000 Penalty: 5675.853516
	Iteration 47Q: 3 clusters Score -1.109904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -11099039.000000 Penalty: 5675.853516
	Iteration 48Q: 3 clusters Score -1.109904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -11099064.000000 Penalty: 5675.853516
	Iteration 49Q: 3 clusters Score -1.109906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -11099057.000000 Penalty: 5675.853516
	Iteration 50Q: 3 clusters Score -1.109906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -11099065.000000 Penalty: 5675.853516
	Iteration 51Q: 3 clusters Score -1.109906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -11099059.000000 Penalty: 5675.853516
	Iteration 52Q: 3 clusters Score -1.109906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -11099065.000000 Penalty: 5675.853516
	Iteration 53Q: 3 clusters Score -1.109906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -11099066.000000 Penalty: 5675.853516
	Iteration 54Q: 3 clusters Score -1.109907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -11099065.000000 Penalty: 5675.853516
	Iteration 55Q: 3 clusters Score -1.109906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -11099076.000000 Penalty: 5675.853516
	Iteration 56Q: 3 clusters Score -1.109908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -11099077.000000 Penalty: 5675.853516
	Iteration 57Q: 3 clusters Score -1.109908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -11099077.000000 Penalty: 5675.853516
	Iteration 58Q: 3 clusters Score -1.109908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -11099092.000000 Penalty: 5675.853516
	Iteration 59Q: 3 clusters Score -1.109909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -11099096.000000 Penalty: 5675.853516
	Iteration 60F: 3 clusters Score -1.10991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -11099088.000000 Penalty: 5675.853516
	Iteration 61Q: 3 clusters Score -1.109909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -11099096.000000 Penalty: 5675.853516
	Iteration 62Q: 3 clusters Score -1.10991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -11099093.000000 Penalty: 5675.853516
	Iteration 63Q: 3 clusters Score -1.109909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -11099100.000000 Penalty: 5675.853516
	Iteration 64Q: 3 clusters Score -1.10991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -11099096.000000 Penalty: 5675.853516
	Iteration 65Q: 3 clusters Score -1.10991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -11099092.000000 Penalty: 5675.853516
	Iteration 66Q: 3 clusters Score -1.109909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -11099099.000000 Penalty: 5675.853516
	Iteration 67Q: 3 clusters Score -1.10991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -11099108.000000 Penalty: 5675.853516
	Iteration 68Q: 3 clusters Score -1.109911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -11099108.000000 Penalty: 5675.853516
	Iteration 69Q: 3 clusters Score -1.109911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -11099104.000000 Penalty: 5675.853516
	Iteration 70Q: 3 clusters Score -1.10991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -11099104.000000 Penalty: 5675.853516
	Iteration 71F: 3 clusters Score -1.10991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1697973.500000 Penalty: 2374.147705
	Iteration 0F: 2 clusters Score -1697974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1687616.500000 Penalty: 4748.295410
	Iteration 0F: 3 clusters Score -1687616 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1690836.500000 Penalty: 4748.295410
	Iteration 1F: 3 clusters Score -1690836 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1691249.500000 Penalty: 4748.295410
	Iteration 2F: 3 clusters Score -1691250 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1691579.250000 Penalty: 4748.295410
	Iteration 3F: 3 clusters Score -1691579 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1691931.625000 Penalty: 4748.295410
	Iteration 4Q: 3 clusters Score -1691932 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1692339.875000 Penalty: 4748.295410
	Iteration 5Q: 3 clusters Score -1692340 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1692845.500000 Penalty: 4748.295410
	Iteration 6F: 3 clusters Score -1692846 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1693473.625000 Penalty: 4748.295410
	Iteration 7F: 3 clusters Score -1693474 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1694105.500000 Penalty: 4748.295410
	Iteration 8F: 3 clusters Score -1694106 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1694695.625000 Penalty: 4748.295410
	Iteration 9F: 3 clusters Score -1694696 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1695147.500000 Penalty: 4748.295410
	Iteration 10Q: 3 clusters Score -1695148 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1695488.000000 Penalty: 4748.295410
	Iteration 11Q: 3 clusters Score -1695488 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1695770.125000 Penalty: 4748.295410
	Iteration 12Q: 3 clusters Score -1695770 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1695940.500000 Penalty: 4748.295410
	Iteration 13Q: 3 clusters Score -1695940 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1696054.750000 Penalty: 4748.295410
	Iteration 14Q: 3 clusters Score -1696055 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1696154.875000 Penalty: 4748.295410
	Iteration 15Q: 3 clusters Score -1696155 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1696201.500000 Penalty: 4748.295410
	Iteration 16Q: 3 clusters Score -1696202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1696239.500000 Penalty: 4748.295410
	Iteration 17Q: 3 clusters Score -1696240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1696282.000000 Penalty: 4748.295410
	Iteration 18Q: 3 clusters Score -1696282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1696333.875000 Penalty: 4748.295410
	Iteration 19Q: 3 clusters Score -1696334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1696370.125000 Penalty: 4748.295410
	Iteration 20F: 3 clusters Score -1696370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1696414.000000 Penalty: 4748.295410
	Iteration 21Q: 3 clusters Score -1696414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1696452.250000 Penalty: 4748.295410
	Iteration 22Q: 3 clusters Score -1696452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1696500.625000 Penalty: 4748.295410
	Iteration 23Q: 3 clusters Score -1696501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1696532.125000 Penalty: 4748.295410
	Iteration 24Q: 3 clusters Score -1696532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1696558.000000 Penalty: 4748.295410
	Iteration 25Q: 3 clusters Score -1696558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1696566.500000 Penalty: 4748.295410
	Iteration 26Q: 3 clusters Score -1696566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1696571.125000 Penalty: 4748.295410
	Iteration 27Q: 3 clusters Score -1696571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1696578.875000 Penalty: 4748.295410
	Iteration 28Q: 3 clusters Score -1696579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1696582.875000 Penalty: 4748.295410
	Iteration 29Q: 3 clusters Score -1696583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1696590.875000 Penalty: 4748.295410
	Iteration 30Q: 3 clusters Score -1696591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1696595.000000 Penalty: 4748.295410
	Iteration 31Q: 3 clusters Score -1696595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1696597.000000 Penalty: 4748.295410
	Iteration 32Q: 3 clusters Score -1696597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1696601.875000 Penalty: 4748.295410
	Iteration 33Q: 3 clusters Score -1696602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1696601.125000 Penalty: 4748.295410
	Iteration 34Q: 3 clusters Score -1696601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1696603.375000 Penalty: 4748.295410
	Iteration 35Q: 3 clusters Score -1696603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1696600.750000 Penalty: 4748.295410
	Iteration 36Q: 3 clusters Score -1696601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1696601.000000 Penalty: 4748.295410
	Iteration 37Q: 3 clusters Score -1696601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1696603.625000 Penalty: 4748.295410
	Iteration 38Q: 3 clusters Score -1696604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1696604.875000 Penalty: 4748.295410
	Iteration 39Q: 3 clusters Score -1696605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1696605.625000 Penalty: 4748.295410
	Iteration 40F: 3 clusters Score -1696606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1696606.250000 Penalty: 4748.295410
	Iteration 41Q: 3 clusters Score -1696606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1696605.875000 Penalty: 4748.295410
	Iteration 42Q: 3 clusters Score -1696606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1696608.250000 Penalty: 4748.295410
	Iteration 43Q: 3 clusters Score -1696608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1696609.250000 Penalty: 4748.295410
	Iteration 44Q: 3 clusters Score -1696609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1696609.250000 Penalty: 4748.295410
	Iteration 45F: 3 clusters Score -1696609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Entering Unmasked Estep 
Score: -10707523.000000 Penalty: 2822.935791
	Iteration 0F: 2 clusters Score -1.070752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -10648794.000000 Penalty: 5645.871582
	Iteration 0F: 3 clusters Score -1.064879e+07 nChanged 41282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -10672472.000000 Penalty: 5645.871582
	Iteration 1F: 3 clusters Score -1.067247e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -10673311.000000 Penalty: 5645.871582
	Iteration 2Q: 3 clusters Score -1.067331e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -10674332.000000 Penalty: 5645.871582
	Iteration 3Q: 3 clusters Score -1.067433e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -10675437.000000 Penalty: 5645.871582
	Iteration 4Q: 3 clusters Score -1.067544e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -10677165.000000 Penalty: 5645.871582
	Iteration 5Q: 3 clusters Score -1.067716e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -10679685.000000 Penalty: 5645.871582
	Iteration 6F: 3 clusters Score -1.067968e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -10683485.000000 Penalty: 5645.871582
	Iteration 7F: 3 clusters Score -1.068348e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -10688536.000000 Penalty: 5645.871582
	Iteration 8F: 3 clusters Score -1.068854e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -10694310.000000 Penalty: 5645.871582
	Iteration 9F: 3 clusters Score -1.069431e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -10699066.000000 Penalty: 5645.871582
	Iteration 10F: 3 clusters Score -1.069907e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -10702016.000000 Penalty: 5645.871582
	Iteration 11Q: 3 clusters Score -1.070202e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -10703796.000000 Penalty: 5645.871582
	Iteration 12Q: 3 clusters Score -1.07038e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -10704682.000000 Penalty: 5645.871582
	Iteration 13Q: 3 clusters Score -1.070468e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10705131.000000 Penalty: 5645.871582
	Iteration 14Q: 3 clusters Score -1.070513e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10705445.000000 Penalty: 5645.871582
	Iteration 15Q: 3 clusters Score -1.070544e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10705625.000000 Penalty: 5645.871582
	Iteration 16Q: 3 clusters Score -1.070562e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10705729.000000 Penalty: 5645.871582
	Iteration 17Q: 3 clusters Score -1.070573e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10705775.000000 Penalty: 5645.871582
	Iteration 18Q: 3 clusters Score -1.070578e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10705800.000000 Penalty: 5645.871582
	Iteration 19Q: 3 clusters Score -1.07058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10705827.000000 Penalty: 5645.871582
	Iteration 20F: 3 clusters Score -1.070583e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10705855.000000 Penalty: 5645.871582
	Iteration 21Q: 3 clusters Score -1.070586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10705874.000000 Penalty: 5645.871582
	Iteration 22Q: 3 clusters Score -1.070587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10705894.000000 Penalty: 5645.871582
	Iteration 23Q: 3 clusters Score -1.070589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10705888.000000 Penalty: 5645.871582
	Iteration 24Q: 3 clusters Score -1.070589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10705885.000000 Penalty: 5645.871582
	Iteration 25Q: 3 clusters Score -1.070588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10705883.000000 Penalty: 5645.871582
	Iteration 26Q: 3 clusters Score -1.070588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10705885.000000 Penalty: 5645.871582
	Iteration 27Q: 3 clusters Score -1.070588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10705885.000000 Penalty: 5645.871582
	Iteration 28F: 3 clusters Score -1.070588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Entering Unmasked Estep 
Score: -13218713.000000 Penalty: 2881.689209
	Iteration 0F: 2 clusters Score -1.321871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -13144640.000000 Penalty: 5763.378418
	Iteration 0F: 3 clusters Score -1.314464e+07 nChanged 52801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -13174869.000000 Penalty: 5763.378418
	Iteration 1F: 3 clusters Score -1.317487e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -13176258.000000 Penalty: 5763.378418
	Iteration 2Q: 3 clusters Score -1.317626e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -13178200.000000 Penalty: 5763.378418
	Iteration 3Q: 3 clusters Score -1.31782e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -13181208.000000 Penalty: 5763.378418
	Iteration 4F: 3 clusters Score -1.318121e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -13186139.000000 Penalty: 5763.378418
	Iteration 5F: 3 clusters Score -1.318614e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -13193412.000000 Penalty: 5763.378418
	Iteration 6F: 3 clusters Score -1.319341e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -13201894.000000 Penalty: 5763.378418
	Iteration 7F: 3 clusters Score -1.320189e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -13208872.000000 Penalty: 5763.378418
	Iteration 8F: 3 clusters Score -1.320887e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -13212854.000000 Penalty: 5763.378418
	Iteration 9Q: 3 clusters Score -1.321285e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -13214806.000000 Penalty: 5763.378418
	Iteration 10Q: 3 clusters Score -1.321481e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13215650.000000 Penalty: 5763.378418
	Iteration 11Q: 3 clusters Score -1.321565e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13216010.000000 Penalty: 5763.378418
	Iteration 12Q: 3 clusters Score -1.321601e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110577 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13216196.000000 Penalty: 5763.378418
	Iteration 13Q: 3 clusters Score -1.32162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13216290.000000 Penalty: 5763.378418
	Iteration 14Q: 3 clusters Score -1.321629e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -13216328.000000 Penalty: 5763.378418
	Iteration 15Q: 3 clusters Score -1.321633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13216391.000000 Penalty: 5763.378418
	Iteration 16Q: 3 clusters Score -1.321639e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13216413.000000 Penalty: 5763.378418
	Iteration 17Q: 3 clusters Score -1.321641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13216425.000000 Penalty: 5763.378418
	Iteration 18Q: 3 clusters Score -1.321642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13216434.000000 Penalty: 5763.378418
	Iteration 19Q: 3 clusters Score -1.321643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13216448.000000 Penalty: 5763.378418
	Iteration 20F: 3 clusters Score -1.321645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13216455.000000 Penalty: 5763.378418
	Iteration 21Q: 3 clusters Score -1.321646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13216474.000000 Penalty: 5763.378418
	Iteration 22Q: 3 clusters Score -1.321647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13216473.000000 Penalty: 5763.378418
	Iteration 23Q: 3 clusters Score -1.321647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13216478.000000 Penalty: 5763.378418
	Iteration 24Q: 3 clusters Score -1.321648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13216488.000000 Penalty: 5763.378418
	Iteration 25Q: 3 clusters Score -1.321649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -13216484.000000 Penalty: 5763.378418
	Iteration 26Q: 3 clusters Score -1.321648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13216498.000000 Penalty: 5763.378418
	Iteration 27Q: 3 clusters Score -1.32165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13216502.000000 Penalty: 5763.378418
	Iteration 28Q: 3 clusters Score -1.32165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13216511.000000 Penalty: 5763.378418
	Iteration 29Q: 3 clusters Score -1.321651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13216539.000000 Penalty: 5763.378418
	Iteration 30Q: 3 clusters Score -1.321654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13216537.000000 Penalty: 5763.378418
	Iteration 31Q: 3 clusters Score -1.321654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110680 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13216575.000000 Penalty: 5763.378418
	Iteration 32Q: 3 clusters Score -1.321658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13216591.000000 Penalty: 5763.378418
	Iteration 33Q: 3 clusters Score -1.321659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13216606.000000 Penalty: 5763.378418
	Iteration 34Q: 3 clusters Score -1.321661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13216599.000000 Penalty: 5763.378418
	Iteration 35Q: 3 clusters Score -1.32166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13216607.000000 Penalty: 5763.378418
	Iteration 36Q: 3 clusters Score -1.321661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13216624.000000 Penalty: 5763.378418
	Iteration 37Q: 3 clusters Score -1.321662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13216616.000000 Penalty: 5763.378418
	Iteration 38Q: 3 clusters Score -1.321662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13216610.000000 Penalty: 5763.378418
	Iteration 39Q: 3 clusters Score -1.321661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13216615.000000 Penalty: 5763.378418
	Iteration 40F: 3 clusters Score -1.321662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13216614.000000 Penalty: 5763.378418
	Iteration 41Q: 3 clusters Score -1.321661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13216624.000000 Penalty: 5763.378418
	Iteration 42Q: 3 clusters Score -1.321662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13216627.000000 Penalty: 5763.378418
	Iteration 43Q: 3 clusters Score -1.321663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13216627.000000 Penalty: 5763.378418
	Iteration 44F: 3 clusters Score -1.321663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Entering Unmasked Estep 
Score: -4117664.000000 Penalty: 2587.974121
	Iteration 0F: 2 clusters Score -4117664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4094439.000000 Penalty: 5175.948242
	Iteration 0F: 3 clusters Score -4094439 nChanged 15385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4102844.250000 Penalty: 5175.948242
	Iteration 1F: 3 clusters Score -4102844 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4103378.500000 Penalty: 5175.948242
	Iteration 2Q: 3 clusters Score -4103378 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4103940.250000 Penalty: 5175.948242
	Iteration 3Q: 3 clusters Score -4103940 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -4104600.000000 Penalty: 5175.948242
	Iteration 4Q: 3 clusters Score -4104600 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4105376.000000 Penalty: 5175.948242
	Iteration 5Q: 3 clusters Score -4105376 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -4106465.500000 Penalty: 5175.948242
	Iteration 6F: 3 clusters Score -4106466 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -4107919.750000 Penalty: 5175.948242
	Iteration 7F: 3 clusters Score -4107920 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -4109776.750000 Penalty: 5175.948242
	Iteration 8F: 3 clusters Score -4109777 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4111654.500000 Penalty: 5175.948242
	Iteration 9F: 3 clusters Score -4111654 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4113232.750000 Penalty: 5175.948242
	Iteration 10F: 3 clusters Score -4113233 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4114282.750000 Penalty: 5175.948242
	Iteration 11Q: 3 clusters Score -4114283 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4114827.750000 Penalty: 5175.948242
	Iteration 12Q: 3 clusters Score -4114828 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4115098.500000 Penalty: 5175.948242
	Iteration 13Q: 3 clusters Score -4115098 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -4115247.000000 Penalty: 5175.948242
	Iteration 14Q: 3 clusters Score -4115247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4115330.000000 Penalty: 5175.948242
	Iteration 15Q: 3 clusters Score -4115330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4115363.750000 Penalty: 5175.948242
	Iteration 16Q: 3 clusters Score -4115364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4115404.500000 Penalty: 5175.948242
	Iteration 17Q: 3 clusters Score -4115404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4115432.000000 Penalty: 5175.948242
	Iteration 18Q: 3 clusters Score -4115432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4115451.750000 Penalty: 5175.948242
	Iteration 19Q: 3 clusters Score -4115452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4115471.250000 Penalty: 5175.948242
	Iteration 20F: 3 clusters Score -4115471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4115489.250000 Penalty: 5175.948242
	Iteration 21Q: 3 clusters Score -4115489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4115506.500000 Penalty: 5175.948242
	Iteration 22Q: 3 clusters Score -4115506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4115517.250000 Penalty: 5175.948242
	Iteration 23Q: 3 clusters Score -4115517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4115534.000000 Penalty: 5175.948242
	Iteration 24Q: 3 clusters Score -4115534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4115556.000000 Penalty: 5175.948242
	Iteration 25Q: 3 clusters Score -4115556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4115564.500000 Penalty: 5175.948242
	Iteration 26Q: 3 clusters Score -4115564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4115571.250000 Penalty: 5175.948242
	Iteration 27Q: 3 clusters Score -4115571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4115579.500000 Penalty: 5175.948242
	Iteration 28Q: 3 clusters Score -4115580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4115583.750000 Penalty: 5175.948242
	Iteration 29Q: 3 clusters Score -4115584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4115584.750000 Penalty: 5175.948242
	Iteration 30Q: 3 clusters Score -4115585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -4115581.750000 Penalty: 5175.948242
	Iteration 31Q: 3 clusters Score -4115582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4115586.000000 Penalty: 5175.948242
	Iteration 32Q: 3 clusters Score -4115586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4115586.000000 Penalty: 5175.948242
	Iteration 33F: 3 clusters Score -4115586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Entering Unmasked Estep 
Score: -4458360.500000 Penalty: 2612.382568
	Iteration 0F: 2 clusters Score -4458360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4432745.500000 Penalty: 5224.765137
	Iteration 0F: 3 clusters Score -4432746 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4442101.000000 Penalty: 5224.765137
	Iteration 1F: 3 clusters Score -4442101 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4442699.500000 Penalty: 5224.765137
	Iteration 2Q: 3 clusters Score -4442700 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4443267.500000 Penalty: 5224.765137
	Iteration 3Q: 3 clusters Score -4443268 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -4443990.000000 Penalty: 5224.765137
	Iteration 4Q: 3 clusters Score -4443990 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4444930.000000 Penalty: 5224.765137
	Iteration 5F: 3 clusters Score -4444930 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4446174.500000 Penalty: 5224.765137
	Iteration 6F: 3 clusters Score -4446174 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4447741.000000 Penalty: 5224.765137
	Iteration 7F: 3 clusters Score -4447741 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4449628.500000 Penalty: 5224.765137
	Iteration 8F: 3 clusters Score -4449628 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4451651.500000 Penalty: 5224.765137
	Iteration 9F: 3 clusters Score -4451652 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4453427.000000 Penalty: 5224.765137
	Iteration 10F: 3 clusters Score -4453427 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4454724.000000 Penalty: 5224.765137
	Iteration 11Q: 3 clusters Score -4454724 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4455372.500000 Penalty: 5224.765137
	Iteration 12Q: 3 clusters Score -4455372 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4455743.500000 Penalty: 5224.765137
	Iteration 13Q: 3 clusters Score -4455744 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4455927.500000 Penalty: 5224.765137
	Iteration 14Q: 3 clusters Score -4455928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4456057.000000 Penalty: 5224.765137
	Iteration 15Q: 3 clusters Score -4456057 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4456138.000000 Penalty: 5224.765137
	Iteration 16Q: 3 clusters Score -4456138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4456200.500000 Penalty: 5224.765137
	Iteration 17Q: 3 clusters Score -4456200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4456229.500000 Penalty: 5224.765137
	Iteration 18Q: 3 clusters Score -4456230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4456242.000000 Penalty: 5224.765137
	Iteration 19Q: 3 clusters Score -4456242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4456250.500000 Penalty: 5224.765137
	Iteration 20F: 3 clusters Score -4456250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4456260.500000 Penalty: 5224.765137
	Iteration 21Q: 3 clusters Score -4456260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4456262.500000 Penalty: 5224.765137
	Iteration 22Q: 3 clusters Score -4456262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4456267.500000 Penalty: 5224.765137
	Iteration 23Q: 3 clusters Score -4456268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4456271.000000 Penalty: 5224.765137
	Iteration 24Q: 3 clusters Score -4456271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4456269.000000 Penalty: 5224.765137
	Iteration 25Q: 3 clusters Score -4456269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4456274.000000 Penalty: 5224.765137
	Iteration 26Q: 3 clusters Score -4456274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4456283.500000 Penalty: 5224.765137
	Iteration 27Q: 3 clusters Score -4456284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4456287.000000 Penalty: 5224.765137
	Iteration 28Q: 3 clusters Score -4456287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4456287.000000 Penalty: 5224.765137
	Iteration 29F: 3 clusters Score -4456287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Entering Unmasked Estep 
Score: -1550648.125000 Penalty: 2365.367432
	Iteration 0F: 2 clusters Score -1550648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1540473.875000 Penalty: 4730.734863
	Iteration 0F: 3 clusters Score -1540474 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1543898.625000 Penalty: 4730.734863
	Iteration 1F: 3 clusters Score -1543899 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1544693.875000 Penalty: 4730.734863
	Iteration 2F: 3 clusters Score -1544694 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1545602.875000 Penalty: 4730.734863
	Iteration 3F: 3 clusters Score -1545603 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1546567.625000 Penalty: 4730.734863
	Iteration 4F: 3 clusters Score -1546568 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1547330.375000 Penalty: 4730.734863
	Iteration 5F: 3 clusters Score -1547330 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1547869.000000 Penalty: 4730.734863
	Iteration 6F: 3 clusters Score -1547869 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1548182.875000 Penalty: 4730.734863
	Iteration 7Q: 3 clusters Score -1548183 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1548361.125000 Penalty: 4730.734863
	Iteration 8Q: 3 clusters Score -1548361 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1548473.375000 Penalty: 4730.734863
	Iteration 9Q: 3 clusters Score -1548473 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1548566.125000 Penalty: 4730.734863
	Iteration 10Q: 3 clusters Score -1548566 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1548631.125000 Penalty: 4730.734863
	Iteration 11Q: 3 clusters Score -1548631 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1548687.625000 Penalty: 4730.734863
	Iteration 12Q: 3 clusters Score -1548688 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1548758.250000 Penalty: 4730.734863
	Iteration 13Q: 3 clusters Score -1548758 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1548804.875000 Penalty: 4730.734863
	Iteration 14Q: 3 clusters Score -1548805 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1548863.125000 Penalty: 4730.734863
	Iteration 15Q: 3 clusters Score -1548863 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1548921.000000 Penalty: 4730.734863
	Iteration 16Q: 3 clusters Score -1548921 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1548974.250000 Penalty: 4730.734863
	Iteration 17Q: 3 clusters Score -1548974 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1549020.625000 Penalty: 4730.734863
	Iteration 18Q: 3 clusters Score -1549021 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1549059.250000 Penalty: 4730.734863
	Iteration 19Q: 3 clusters Score -1549059 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1549094.875000 Penalty: 4730.734863
	Iteration 20F: 3 clusters Score -1549095 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1549115.875000 Penalty: 4730.734863
	Iteration 21Q: 3 clusters Score -1549116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1549153.625000 Penalty: 4730.734863
	Iteration 22Q: 3 clusters Score -1549154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1549187.125000 Penalty: 4730.734863
	Iteration 23Q: 3 clusters Score -1549187 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1549224.750000 Penalty: 4730.734863
	Iteration 24Q: 3 clusters Score -1549225 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1549265.625000 Penalty: 4730.734863
	Iteration 25Q: 3 clusters Score -1549266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1549299.000000 Penalty: 4730.734863
	Iteration 26Q: 3 clusters Score -1549299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1549321.125000 Penalty: 4730.734863
	Iteration 27Q: 3 clusters Score -1549321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1549350.000000 Penalty: 4730.734863
	Iteration 28Q: 3 clusters Score -1549350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1549373.000000 Penalty: 4730.734863
	Iteration 29Q: 3 clusters Score -1549373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1549394.375000 Penalty: 4730.734863
	Iteration 30Q: 3 clusters Score -1549394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1549408.750000 Penalty: 4730.734863
	Iteration 31Q: 3 clusters Score -1549409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1549414.375000 Penalty: 4730.734863
	Iteration 32Q: 3 clusters Score -1549414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1549426.125000 Penalty: 4730.734863
	Iteration 33Q: 3 clusters Score -1549426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1549439.000000 Penalty: 4730.734863
	Iteration 34Q: 3 clusters Score -1549439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1549451.500000 Penalty: 4730.734863
	Iteration 35Q: 3 clusters Score -1549452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1549466.875000 Penalty: 4730.734863
	Iteration 36Q: 3 clusters Score -1549467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1549469.500000 Penalty: 4730.734863
	Iteration 37Q: 3 clusters Score -1549470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1549488.250000 Penalty: 4730.734863
	Iteration 38Q: 3 clusters Score -1549488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1549502.250000 Penalty: 4730.734863
	Iteration 39Q: 3 clusters Score -1549502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1549511.250000 Penalty: 4730.734863
	Iteration 40F: 3 clusters Score -1549511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1549524.875000 Penalty: 4730.734863
	Iteration 41Q: 3 clusters Score -1549525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1549534.875000 Penalty: 4730.734863
	Iteration 42Q: 3 clusters Score -1549535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1549545.875000 Penalty: 4730.734863
	Iteration 43Q: 3 clusters Score -1549546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1549556.250000 Penalty: 4730.734863
	Iteration 44Q: 3 clusters Score -1549556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1549563.125000 Penalty: 4730.734863
	Iteration 45Q: 3 clusters Score -1549563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1549566.875000 Penalty: 4730.734863
	Iteration 46Q: 3 clusters Score -1549567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1549572.750000 Penalty: 4730.734863
	Iteration 47Q: 3 clusters Score -1549573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1549584.250000 Penalty: 4730.734863
	Iteration 48Q: 3 clusters Score -1549584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1549588.000000 Penalty: 4730.734863
	Iteration 49Q: 3 clusters Score -1549588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1549595.750000 Penalty: 4730.734863
	Iteration 50Q: 3 clusters Score -1549596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1549599.875000 Penalty: 4730.734863
	Iteration 51Q: 3 clusters Score -1549600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1549604.000000 Penalty: 4730.734863
	Iteration 52Q: 3 clusters Score -1549604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1549607.375000 Penalty: 4730.734863
	Iteration 53Q: 3 clusters Score -1549607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1549608.500000 Penalty: 4730.734863
	Iteration 54Q: 3 clusters Score -1549608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1549607.125000 Penalty: 4730.734863
	Iteration 55Q: 3 clusters Score -1549607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1549611.625000 Penalty: 4730.734863
	Iteration 56Q: 3 clusters Score -1549612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1549613.625000 Penalty: 4730.734863
	Iteration 57Q: 3 clusters Score -1549614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1549616.125000 Penalty: 4730.734863
	Iteration 58Q: 3 clusters Score -1549616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1549617.625000 Penalty: 4730.734863
	Iteration 59Q: 3 clusters Score -1549618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1549615.250000 Penalty: 4730.734863
	Iteration 60F: 3 clusters Score -1549615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1549615.250000 Penalty: 4730.734863
	Iteration 61Q: 3 clusters Score -1549615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1549614.625000 Penalty: 4730.734863
	Iteration 62Q: 3 clusters Score -1549615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1549614.000000 Penalty: 4730.734863
	Iteration 63Q: 3 clusters Score -1549614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1549614.000000 Penalty: 4730.734863
	Iteration 64F: 3 clusters Score -1549614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Entering Unmasked Estep 
Score: -966374.125000 Penalty: 2244.413574
	Iteration 0F: 2 clusters Score -966374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -959654.000000 Penalty: 4488.827148
	Iteration 0F: 3 clusters Score -959654 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -961541.812500 Penalty: 4488.827148
	Iteration 1F: 3 clusters Score -961541.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -961838.062500 Penalty: 4488.827148
	Iteration 2F: 3 clusters Score -961838.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -962049.000000 Penalty: 4488.827148
	Iteration 3Q: 3 clusters Score -962049 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -962254.375000 Penalty: 4488.827148
	Iteration 4Q: 3 clusters Score -962254.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -962464.562500 Penalty: 4488.827148
	Iteration 5Q: 3 clusters Score -962464.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -962712.125000 Penalty: 4488.827148
	Iteration 6Q: 3 clusters Score -962712.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -962931.250000 Penalty: 4488.827148
	Iteration 7Q: 3 clusters Score -962931.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -963129.937500 Penalty: 4488.827148
	Iteration 8Q: 3 clusters Score -963129.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -963319.875000 Penalty: 4488.827148
	Iteration 9Q: 3 clusters Score -963319.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -963534.750000 Penalty: 4488.827148
	Iteration 10Q: 3 clusters Score -963534.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -963762.937500 Penalty: 4488.827148
	Iteration 11Q: 3 clusters Score -963762.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -963969.875000 Penalty: 4488.827148
	Iteration 12Q: 3 clusters Score -963969.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -964182.062500 Penalty: 4488.827148
	Iteration 13Q: 3 clusters Score -964182.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -964360.875000 Penalty: 4488.827148
	Iteration 14Q: 3 clusters Score -964360.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -964500.875000 Penalty: 4488.827148
	Iteration 15Q: 3 clusters Score -964500.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -964624.250000 Penalty: 4488.827148
	Iteration 16Q: 3 clusters Score -964624.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -964737.125000 Penalty: 4488.827148
	Iteration 17Q: 3 clusters Score -964737.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -964822.250000 Penalty: 4488.827148
	Iteration 18Q: 3 clusters Score -964822.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -964907.875000 Penalty: 4488.827148
	Iteration 19Q: 3 clusters Score -964907.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -964987.562500 Penalty: 4488.827148
	Iteration 20F: 3 clusters Score -964987.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -965054.062500 Penalty: 4488.827148
	Iteration 21Q: 3 clusters Score -965054.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -965130.250000 Penalty: 4488.827148
	Iteration 22Q: 3 clusters Score -965130.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -965189.312500 Penalty: 4488.827148
	Iteration 23Q: 3 clusters Score -965189.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -965230.000000 Penalty: 4488.827148
	Iteration 24Q: 3 clusters Score -965230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -965258.375000 Penalty: 4488.827148
	Iteration 25Q: 3 clusters Score -965258.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -965275.687500 Penalty: 4488.827148
	Iteration 26Q: 3 clusters Score -965275.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -965287.062500 Penalty: 4488.827148
	Iteration 27Q: 3 clusters Score -965287.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -965292.000000 Penalty: 4488.827148
	Iteration 28Q: 3 clusters Score -965292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -965294.875000 Penalty: 4488.827148
	Iteration 29Q: 3 clusters Score -965294.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -965297.250000 Penalty: 4488.827148
	Iteration 30Q: 3 clusters Score -965297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -965297.562500 Penalty: 4488.827148
	Iteration 31Q: 3 clusters Score -965297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -965297.750000 Penalty: 4488.827148
	Iteration 32Q: 3 clusters Score -965297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -965298.687500 Penalty: 4488.827148
	Iteration 33Q: 3 clusters Score -965298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -965301.187500 Penalty: 4488.827148
	Iteration 34Q: 3 clusters Score -965301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -965300.875000 Penalty: 4488.827148
	Iteration 35Q: 3 clusters Score -965300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -965301.875000 Penalty: 4488.827148
	Iteration 36Q: 3 clusters Score -965301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -965304.625000 Penalty: 4488.827148
	Iteration 37Q: 3 clusters Score -965304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -965306.125000 Penalty: 4488.827148
	Iteration 38Q: 3 clusters Score -965306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -965307.687500 Penalty: 4488.827148
	Iteration 39Q: 3 clusters Score -965307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -965307.312500 Penalty: 4488.827148
	Iteration 40F: 3 clusters Score -965307.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1628999.875000 Penalty: 2372.590088
	Iteration 0F: 2 clusters Score -1629000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1618559.125000 Penalty: 4745.180176
	Iteration 0F: 3 clusters Score -1618559 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1621957.000000 Penalty: 4745.180176
	Iteration 1F: 3 clusters Score -1621957 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1622422.250000 Penalty: 4745.180176
	Iteration 2F: 3 clusters Score -1622422 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1622981.250000 Penalty: 4745.180176
	Iteration 3F: 3 clusters Score -1622981 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1623635.375000 Penalty: 4745.180176
	Iteration 4F: 3 clusters Score -1623635 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1624329.500000 Penalty: 4745.180176
	Iteration 5F: 3 clusters Score -1624330 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1624983.250000 Penalty: 4745.180176
	Iteration 6F: 3 clusters Score -1624983 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1625552.875000 Penalty: 4745.180176
	Iteration 7F: 3 clusters Score -1625553 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1625986.500000 Penalty: 4745.180176
	Iteration 8Q: 3 clusters Score -1625986 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1626306.250000 Penalty: 4745.180176
	Iteration 9Q: 3 clusters Score -1626306 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1626579.375000 Penalty: 4745.180176
	Iteration 10Q: 3 clusters Score -1626579 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1626801.625000 Penalty: 4745.180176
	Iteration 11Q: 3 clusters Score -1626802 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1627029.875000 Penalty: 4745.180176
	Iteration 12Q: 3 clusters Score -1627030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1627215.375000 Penalty: 4745.180176
	Iteration 13Q: 3 clusters Score -1627215 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1627372.875000 Penalty: 4745.180176
	Iteration 14Q: 3 clusters Score -1627373 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1627526.500000 Penalty: 4745.180176
	Iteration 15Q: 3 clusters Score -1627526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1627642.500000 Penalty: 4745.180176
	Iteration 16Q: 3 clusters Score -1627642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1627702.375000 Penalty: 4745.180176
	Iteration 17Q: 3 clusters Score -1627702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1627742.000000 Penalty: 4745.180176
	Iteration 18Q: 3 clusters Score -1627742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1627774.000000 Penalty: 4745.180176
	Iteration 19Q: 3 clusters Score -1627774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1627785.750000 Penalty: 4745.180176
	Iteration 20F: 3 clusters Score -1627786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1627799.625000 Penalty: 4745.180176
	Iteration 21Q: 3 clusters Score -1627800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1627806.000000 Penalty: 4745.180176
	Iteration 22Q: 3 clusters Score -1627806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1627825.250000 Penalty: 4745.180176
	Iteration 23Q: 3 clusters Score -1627825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1627838.750000 Penalty: 4745.180176
	Iteration 24Q: 3 clusters Score -1627839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1627852.000000 Penalty: 4745.180176
	Iteration 25Q: 3 clusters Score -1627852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1627856.875000 Penalty: 4745.180176
	Iteration 26Q: 3 clusters Score -1627857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1627862.125000 Penalty: 4745.180176
	Iteration 27Q: 3 clusters Score -1627862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1627862.125000 Penalty: 4745.180176
	Iteration 28Q: 3 clusters Score -1627862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1627864.375000 Penalty: 4745.180176
	Iteration 29Q: 3 clusters Score -1627864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1627864.375000 Penalty: 4745.180176
	Iteration 30Q: 3 clusters Score -1627864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1627864.375000 Penalty: 4745.180176
	Iteration 31F: 3 clusters Score -1627864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Entering Unmasked Estep 
Score: -1992443.125000 Penalty: 2429.079834
	Iteration 0F: 2 clusters Score -1992443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1979833.625000 Penalty: 4858.159668
	Iteration 0F: 3 clusters Score -1979834 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1983970.500000 Penalty: 4858.159668
	Iteration 1F: 3 clusters Score -1983970 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1984522.750000 Penalty: 4858.159668
	Iteration 2F: 3 clusters Score -1984523 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1985160.375000 Penalty: 4858.159668
	Iteration 3F: 3 clusters Score -1985160 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1985841.125000 Penalty: 4858.159668
	Iteration 4F: 3 clusters Score -1985841 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1986581.125000 Penalty: 4858.159668
	Iteration 5F: 3 clusters Score -1986581 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1987384.875000 Penalty: 4858.159668
	Iteration 6F: 3 clusters Score -1987385 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1988158.625000 Penalty: 4858.159668
	Iteration 7F: 3 clusters Score -1988159 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1988814.500000 Penalty: 4858.159668
	Iteration 8F: 3 clusters Score -1988814 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1989305.875000 Penalty: 4858.159668
	Iteration 9Q: 3 clusters Score -1989306 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1989656.000000 Penalty: 4858.159668
	Iteration 10Q: 3 clusters Score -1989656 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1989912.750000 Penalty: 4858.159668
	Iteration 11Q: 3 clusters Score -1989913 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1990146.750000 Penalty: 4858.159668
	Iteration 12Q: 3 clusters Score -1990147 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1990391.875000 Penalty: 4858.159668
	Iteration 13Q: 3 clusters Score -1990392 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1990671.875000 Penalty: 4858.159668
	Iteration 14Q: 3 clusters Score -1990672 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1990970.500000 Penalty: 4858.159668
	Iteration 15Q: 3 clusters Score -1990970 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1991249.625000 Penalty: 4858.159668
	Iteration 16Q: 3 clusters Score -1991250 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1991467.125000 Penalty: 4858.159668
	Iteration 17Q: 3 clusters Score -1991467 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1991603.625000 Penalty: 4858.159668
	Iteration 18Q: 3 clusters Score -1991604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1991708.125000 Penalty: 4858.159668
	Iteration 19Q: 3 clusters Score -1991708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1991786.750000 Penalty: 4858.159668
	Iteration 20F: 3 clusters Score -1991787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1991835.625000 Penalty: 4858.159668
	Iteration 21Q: 3 clusters Score -1991836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1991884.875000 Penalty: 4858.159668
	Iteration 22Q: 3 clusters Score -1991885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1991912.875000 Penalty: 4858.159668
	Iteration 23Q: 3 clusters Score -1991913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1991937.250000 Penalty: 4858.159668
	Iteration 24Q: 3 clusters Score -1991937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1991946.500000 Penalty: 4858.159668
	Iteration 25Q: 3 clusters Score -1991946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1991947.625000 Penalty: 4858.159668
	Iteration 26Q: 3 clusters Score -1991948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1991947.125000 Penalty: 4858.159668
	Iteration 27Q: 3 clusters Score -1991947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1991955.500000 Penalty: 4858.159668
	Iteration 28Q: 3 clusters Score -1991956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1991965.625000 Penalty: 4858.159668
	Iteration 29Q: 3 clusters Score -1991966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1991965.750000 Penalty: 4858.159668
	Iteration 30Q: 3 clusters Score -1991966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1991972.375000 Penalty: 4858.159668
	Iteration 31Q: 3 clusters Score -1991972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1991976.375000 Penalty: 4858.159668
	Iteration 32Q: 3 clusters Score -1991976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1991976.375000 Penalty: 4858.159668
	Iteration 33F: 3 clusters Score -1991976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -947385.000000 Penalty: 2227.675049
	Iteration 0F: 2 clusters Score -947385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -941043.562500 Penalty: 4455.350098
	Iteration 0F: 3 clusters Score -941043.6 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -942733.687500 Penalty: 4455.350098
	Iteration 1F: 3 clusters Score -942733.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -943004.437500 Penalty: 4455.350098
	Iteration 2F: 3 clusters Score -943004.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -943206.750000 Penalty: 4455.350098
	Iteration 3Q: 3 clusters Score -943206.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -943374.125000 Penalty: 4455.350098
	Iteration 4Q: 3 clusters Score -943374.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -943508.687500 Penalty: 4455.350098
	Iteration 5Q: 3 clusters Score -943508.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -943651.312500 Penalty: 4455.350098
	Iteration 6Q: 3 clusters Score -943651.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -943794.625000 Penalty: 4455.350098
	Iteration 7Q: 3 clusters Score -943794.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -943943.812500 Penalty: 4455.350098
	Iteration 8Q: 3 clusters Score -943943.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -944105.187500 Penalty: 4455.350098
	Iteration 9Q: 3 clusters Score -944105.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -944298.375000 Penalty: 4455.350098
	Iteration 10Q: 3 clusters Score -944298.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -944498.562500 Penalty: 4455.350098
	Iteration 11Q: 3 clusters Score -944498.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -944688.750000 Penalty: 4455.350098
	Iteration 12Q: 3 clusters Score -944688.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -944892.125000 Penalty: 4455.350098
	Iteration 13Q: 3 clusters Score -944892.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -945063.000000 Penalty: 4455.350098
	Iteration 14Q: 3 clusters Score -945063 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -945198.937500 Penalty: 4455.350098
	Iteration 15Q: 3 clusters Score -945198.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -945297.937500 Penalty: 4455.350098
	Iteration 16Q: 3 clusters Score -945297.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -945370.250000 Penalty: 4455.350098
	Iteration 17Q: 3 clusters Score -945370.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -945426.562500 Penalty: 4455.350098
	Iteration 18Q: 3 clusters Score -945426.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -945461.062500 Penalty: 4455.350098
	Iteration 19Q: 3 clusters Score -945461.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -945496.437500 Penalty: 4455.350098
	Iteration 20F: 3 clusters Score -945496.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -945514.562500 Penalty: 4455.350098
	Iteration 21Q: 3 clusters Score -945514.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -945535.187500 Penalty: 4455.350098
	Iteration 22Q: 3 clusters Score -945535.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -945548.812500 Penalty: 4455.350098
	Iteration 23Q: 3 clusters Score -945548.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -945561.625000 Penalty: 4455.350098
	Iteration 24Q: 3 clusters Score -945561.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -945571.000000 Penalty: 4455.350098
	Iteration 25Q: 3 clusters Score -945571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -945579.562500 Penalty: 4455.350098
	Iteration 26Q: 3 clusters Score -945579.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -945585.500000 Penalty: 4455.350098
	Iteration 27Q: 3 clusters Score -945585.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -945588.875000 Penalty: 4455.350098
	Iteration 28Q: 3 clusters Score -945588.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -945597.625000 Penalty: 4455.350098
	Iteration 29Q: 3 clusters Score -945597.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -945605.125000 Penalty: 4455.350098
	Iteration 30Q: 3 clusters Score -945605.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -945613.062500 Penalty: 4455.350098
	Iteration 31Q: 3 clusters Score -945613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -945616.312500 Penalty: 4455.350098
	Iteration 32Q: 3 clusters Score -945616.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -945622.125000 Penalty: 4455.350098
	Iteration 33Q: 3 clusters Score -945622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -945625.937500 Penalty: 4455.350098
	Iteration 34Q: 3 clusters Score -945625.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -945633.500000 Penalty: 4455.350098
	Iteration 35Q: 3 clusters Score -945633.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -945634.687500 Penalty: 4455.350098
	Iteration 36Q: 3 clusters Score -945634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -945638.500000 Penalty: 4455.350098
	Iteration 37Q: 3 clusters Score -945638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -945640.875000 Penalty: 4455.350098
	Iteration 38Q: 3 clusters Score -945640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -945643.187500 Penalty: 4455.350098
	Iteration 39Q: 3 clusters Score -945643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -945645.062500 Penalty: 4455.350098
	Iteration 40F: 3 clusters Score -945645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -945646.875000 Penalty: 4455.350098
	Iteration 41Q: 3 clusters Score -945646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -945649.375000 Penalty: 4455.350098
	Iteration 42Q: 3 clusters Score -945649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -945652.125000 Penalty: 4455.350098
	Iteration 43Q: 3 clusters Score -945652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -945652.875000 Penalty: 4455.350098
	Iteration 44Q: 3 clusters Score -945652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -945654.500000 Penalty: 4455.350098
	Iteration 45Q: 3 clusters Score -945654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -945656.000000 Penalty: 4455.350098
	Iteration 46Q: 3 clusters Score -945656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -945658.187500 Penalty: 4455.350098
	Iteration 47Q: 3 clusters Score -945658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -945664.187500 Penalty: 4455.350098
	Iteration 48Q: 3 clusters Score -945664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -945667.000000 Penalty: 4455.350098
	Iteration 49Q: 3 clusters Score -945667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -945670.375000 Penalty: 4455.350098
	Iteration 50Q: 3 clusters Score -945670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -945669.125000 Penalty: 4455.350098
	Iteration 51Q: 3 clusters Score -945669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -945669.625000 Penalty: 4455.350098
	Iteration 52Q: 3 clusters Score -945669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -945671.625000 Penalty: 4455.350098
	Iteration 53Q: 3 clusters Score -945671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -945672.312500 Penalty: 4455.350098
	Iteration 54Q: 3 clusters Score -945672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -945673.187500 Penalty: 4455.350098
	Iteration 55Q: 3 clusters Score -945673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -945673.125000 Penalty: 4455.350098
	Iteration 56Q: 3 clusters Score -945673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -945673.687500 Penalty: 4455.350098
	Iteration 57Q: 3 clusters Score -945673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -945675.062500 Penalty: 4455.350098
	Iteration 58Q: 3 clusters Score -945675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -945675.062500 Penalty: 4455.350098
	Iteration 59F: 3 clusters Score -945675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -67655.125000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -67655.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66038.734375 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -66038.73 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66242.953125 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -66242.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66302.320312 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -66302.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66331.273438 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -66331.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66344.453125 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -66344.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66348.585938 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -66348.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66354.718750 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -66354.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66360.242188 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -66360.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66361.585938 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -66361.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66361.585938 Penalty: 3173.703125
	Iteration 9F: 3 clusters Score -66361.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (129864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Entering Unmasked Estep 
Score: -15581682.000000 Penalty: 2920.012451
	Iteration 0F: 2 clusters Score -1.558168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -15494733.000000 Penalty: 5840.024902
	Iteration 0F: 3 clusters Score -1.549473e+07 nChanged 61669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -15530599.000000 Penalty: 5840.024902
	Iteration 1F: 3 clusters Score -1.55306e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -15531648.000000 Penalty: 5840.024902
	Iteration 2Q: 3 clusters Score -1.553165e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -15532768.000000 Penalty: 5840.024902
	Iteration 3Q: 3 clusters Score -1.553277e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -15534125.000000 Penalty: 5840.024902
	Iteration 4Q: 3 clusters Score -1.553412e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -15535495.000000 Penalty: 5840.024902
	Iteration 5Q: 3 clusters Score -1.55355e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -15537506.000000 Penalty: 5840.024902
	Iteration 6Q: 3 clusters Score -1.553751e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -15539841.000000 Penalty: 5840.024902
	Iteration 7Q: 3 clusters Score -1.553984e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -15542560.000000 Penalty: 5840.024902
	Iteration 8Q: 3 clusters Score -1.554256e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -15546013.000000 Penalty: 5840.024902
	Iteration 9Q: 3 clusters Score -1.554601e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -15549733.000000 Penalty: 5840.024902
	Iteration 10Q: 3 clusters Score -1.554973e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -15553966.000000 Penalty: 5840.024902
	Iteration 11F: 3 clusters Score -1.555397e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -15558441.000000 Penalty: 5840.024902
	Iteration 12F: 3 clusters Score -1.555844e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -15563095.000000 Penalty: 5840.024902
	Iteration 13F: 3 clusters Score -1.55631e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -15567386.000000 Penalty: 5840.024902
	Iteration 14Q: 3 clusters Score -1.556739e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -15571227.000000 Penalty: 5840.024902
	Iteration 15Q: 3 clusters Score -1.557123e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 120817 members 
Entering Unmasked Estep 
Score: -15574116.000000 Penalty: 5840.024902
	Iteration 16Q: 3 clusters Score -1.557412e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -15575955.000000 Penalty: 5840.024902
	Iteration 17Q: 3 clusters Score -1.557596e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -15577171.000000 Penalty: 5840.024902
	Iteration 18Q: 3 clusters Score -1.557717e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -15577892.000000 Penalty: 5840.024902
	Iteration 19Q: 3 clusters Score -1.557789e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 127679 members 
Entering Unmasked Estep 
Score: -15578349.000000 Penalty: 5840.024902
	Iteration 20F: 3 clusters Score -1.557835e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 128141 members 
Entering Unmasked Estep 
Score: -15578612.000000 Penalty: 5840.024902
	Iteration 21Q: 3 clusters Score -1.557861e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 128445 members 
Entering Unmasked Estep 
Score: -15578734.000000 Penalty: 5840.024902
	Iteration 22Q: 3 clusters Score -1.557873e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 128645 members 
Entering Unmasked Estep 
Score: -15578890.000000 Penalty: 5840.024902
	Iteration 23Q: 3 clusters Score -1.557889e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -15578966.000000 Penalty: 5840.024902
	Iteration 24Q: 3 clusters Score -1.557897e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 128862 members 
Entering Unmasked Estep 
Score: -15579013.000000 Penalty: 5840.024902
	Iteration 25Q: 3 clusters Score -1.557901e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -15579048.000000 Penalty: 5840.024902
	Iteration 26Q: 3 clusters Score -1.557905e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -15579082.000000 Penalty: 5840.024902
	Iteration 27Q: 3 clusters Score -1.557908e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 129005 members 
Entering Unmasked Estep 
Score: -15579135.000000 Penalty: 5840.024902
	Iteration 28Q: 3 clusters Score -1.557914e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -15579168.000000 Penalty: 5840.024902
	Iteration 29Q: 3 clusters Score -1.557917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -15579191.000000 Penalty: 5840.024902
	Iteration 30Q: 3 clusters Score -1.557919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -15579229.000000 Penalty: 5840.024902
	Iteration 31Q: 3 clusters Score -1.557923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 129075 members 
Entering Unmasked Estep 
Score: -15579242.000000 Penalty: 5840.024902
	Iteration 32Q: 3 clusters Score -1.557924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 129087 members 
Entering Unmasked Estep 
Score: -15579232.000000 Penalty: 5840.024902
	Iteration 33Q: 3 clusters Score -1.557923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -15579245.000000 Penalty: 5840.024902
	Iteration 34Q: 3 clusters Score -1.557924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -15579255.000000 Penalty: 5840.024902
	Iteration 35Q: 3 clusters Score -1.557926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 129120 members 
Entering Unmasked Estep 
Score: -15579255.000000 Penalty: 5840.024902
	Iteration 36Q: 3 clusters Score -1.557926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 129126 members 
Entering Unmasked Estep 
Score: -15579242.000000 Penalty: 5840.024902
	Iteration 37Q: 3 clusters Score -1.557924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 129132 members 
Entering Unmasked Estep 
Score: -15579261.000000 Penalty: 5840.024902
	Iteration 38Q: 3 clusters Score -1.557926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 129138 members 
Entering Unmasked Estep 
Score: -15579260.000000 Penalty: 5840.024902
	Iteration 39Q: 3 clusters Score -1.557926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 129141 members 
Entering Unmasked Estep 
Score: -15579266.000000 Penalty: 5840.024902
	Iteration 40F: 3 clusters Score -1.557927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 129144 members 
Entering Unmasked Estep 
Score: -15579270.000000 Penalty: 5840.024902
	Iteration 41Q: 3 clusters Score -1.557927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -15579277.000000 Penalty: 5840.024902
	Iteration 42Q: 3 clusters Score -1.557928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -15579288.000000 Penalty: 5840.024902
	Iteration 43Q: 3 clusters Score -1.557929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 129160 members 
Entering Unmasked Estep 
Score: -15579285.000000 Penalty: 5840.024902
	Iteration 44Q: 3 clusters Score -1.557928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -15579304.000000 Penalty: 5840.024902
	Iteration 45Q: 3 clusters Score -1.55793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 129168 members 
Entering Unmasked Estep 
Score: -15579309.000000 Penalty: 5840.024902
	Iteration 46Q: 3 clusters Score -1.557931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 129169 members 
Entering Unmasked Estep 
Score: -15579305.000000 Penalty: 5840.024902
	Iteration 47Q: 3 clusters Score -1.55793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -15579311.000000 Penalty: 5840.024902
	Iteration 48Q: 3 clusters Score -1.557931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 129171 members 
Entering Unmasked Estep 
Score: -15579311.000000 Penalty: 5840.024902
	Iteration 49Q: 3 clusters Score -1.557931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 129173 members 
Entering Unmasked Estep 
Score: -15579313.000000 Penalty: 5840.024902
	Iteration 50Q: 3 clusters Score -1.557931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -15579314.000000 Penalty: 5840.024902
	Iteration 51Q: 3 clusters Score -1.557931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -15579314.000000 Penalty: 5840.024902
	Iteration 52F: 3 clusters Score -1.557931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -831673.062500 Penalty: 2197.403809
	Iteration 0F: 2 clusters Score -831673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -825850.562500 Penalty: 4394.807617
	Iteration 0F: 3 clusters Score -825850.6 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -827424.562500 Penalty: 4394.807617
	Iteration 1F: 3 clusters Score -827424.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -827727.437500 Penalty: 4394.807617
	Iteration 2F: 3 clusters Score -827727.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -827968.375000 Penalty: 4394.807617
	Iteration 3F: 3 clusters Score -827968.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -828200.312500 Penalty: 4394.807617
	Iteration 4Q: 3 clusters Score -828200.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -828472.937500 Penalty: 4394.807617
	Iteration 5F: 3 clusters Score -828472.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -828799.687500 Penalty: 4394.807617
	Iteration 6F: 3 clusters Score -828799.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -829160.375000 Penalty: 4394.807617
	Iteration 7F: 3 clusters Score -829160.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -829510.250000 Penalty: 4394.807617
	Iteration 8F: 3 clusters Score -829510.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -829801.062500 Penalty: 4394.807617
	Iteration 9Q: 3 clusters Score -829801.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -830000.375000 Penalty: 4394.807617
	Iteration 10Q: 3 clusters Score -830000.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -830143.562500 Penalty: 4394.807617
	Iteration 11Q: 3 clusters Score -830143.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -830241.187500 Penalty: 4394.807617
	Iteration 12Q: 3 clusters Score -830241.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -830323.875000 Penalty: 4394.807617
	Iteration 13Q: 3 clusters Score -830323.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -830385.687500 Penalty: 4394.807617
	Iteration 14Q: 3 clusters Score -830385.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -830433.437500 Penalty: 4394.807617
	Iteration 15Q: 3 clusters Score -830433.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -830472.937500 Penalty: 4394.807617
	Iteration 16Q: 3 clusters Score -830472.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -830505.062500 Penalty: 4394.807617
	Iteration 17Q: 3 clusters Score -830505.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -830520.750000 Penalty: 4394.807617
	Iteration 18Q: 3 clusters Score -830520.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -830532.437500 Penalty: 4394.807617
	Iteration 19Q: 3 clusters Score -830532.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -830538.875000 Penalty: 4394.807617
	Iteration 20F: 3 clusters Score -830538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -830549.062500 Penalty: 4394.807617
	Iteration 21Q: 3 clusters Score -830549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -830551.437500 Penalty: 4394.807617
	Iteration 22Q: 3 clusters Score -830551.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -830552.812500 Penalty: 4394.807617
	Iteration 23Q: 3 clusters Score -830552.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -830555.062500 Penalty: 4394.807617
	Iteration 24Q: 3 clusters Score -830555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -830558.625000 Penalty: 4394.807617
	Iteration 25Q: 3 clusters Score -830558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -830562.187500 Penalty: 4394.807617
	Iteration 26Q: 3 clusters Score -830562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -830563.687500 Penalty: 4394.807617
	Iteration 27Q: 3 clusters Score -830563.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -830564.375000 Penalty: 4394.807617
	Iteration 28Q: 3 clusters Score -830564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -830567.000000 Penalty: 4394.807617
	Iteration 29Q: 3 clusters Score -830567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -830569.625000 Penalty: 4394.807617
	Iteration 30Q: 3 clusters Score -830569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -830571.812500 Penalty: 4394.807617
	Iteration 31Q: 3 clusters Score -830571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -830571.875000 Penalty: 4394.807617
	Iteration 32Q: 3 clusters Score -830571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -830573.625000 Penalty: 4394.807617
	Iteration 33Q: 3 clusters Score -830573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -830575.312500 Penalty: 4394.807617
	Iteration 34Q: 3 clusters Score -830575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -830576.312500 Penalty: 4394.807617
	Iteration 35Q: 3 clusters Score -830576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -830576.625000 Penalty: 4394.807617
	Iteration 36Q: 3 clusters Score -830576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -830577.625000 Penalty: 4394.807617
	Iteration 37Q: 3 clusters Score -830577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -830579.562500 Penalty: 4394.807617
	Iteration 38Q: 3 clusters Score -830579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -830585.062500 Penalty: 4394.807617
	Iteration 39Q: 3 clusters Score -830585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -830588.312500 Penalty: 4394.807617
	Iteration 40F: 3 clusters Score -830588.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -830591.437500 Penalty: 4394.807617
	Iteration 41Q: 3 clusters Score -830591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -830594.625000 Penalty: 4394.807617
	Iteration 42Q: 3 clusters Score -830594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -830596.750000 Penalty: 4394.807617
	Iteration 43Q: 3 clusters Score -830596.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -830599.312500 Penalty: 4394.807617
	Iteration 44Q: 3 clusters Score -830599.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -830602.437500 Penalty: 4394.807617
	Iteration 45Q: 3 clusters Score -830602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -830604.875000 Penalty: 4394.807617
	Iteration 46Q: 3 clusters Score -830604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -830606.187500 Penalty: 4394.807617
	Iteration 47Q: 3 clusters Score -830606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -830607.937500 Penalty: 4394.807617
	Iteration 48Q: 3 clusters Score -830607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -830608.687500 Penalty: 4394.807617
	Iteration 49Q: 3 clusters Score -830608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -830608.687500 Penalty: 4394.807617
	Iteration 50F: 3 clusters Score -830608.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (168202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Entering Unmasked Estep 
Score: -20355188.000000 Penalty: 2984.164307
	Iteration 0F: 2 clusters Score -2.035519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -20248446.000000 Penalty: 5968.328613
	Iteration 0F: 3 clusters Score -2.024845e+07 nChanged 80514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -20295008.000000 Penalty: 5968.328613
	Iteration 1F: 3 clusters Score -2.029501e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -20295812.000000 Penalty: 5968.328613
	Iteration 2Q: 3 clusters Score -2.029581e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -20296506.000000 Penalty: 5968.328613
	Iteration 3Q: 3 clusters Score -2.029651e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -20297332.000000 Penalty: 5968.328613
	Iteration 4Q: 3 clusters Score -2.029733e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -20298558.000000 Penalty: 5968.328613
	Iteration 5Q: 3 clusters Score -2.029856e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -20300052.000000 Penalty: 5968.328613
	Iteration 6Q: 3 clusters Score -2.030005e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -20302258.000000 Penalty: 5968.328613
	Iteration 7Q: 3 clusters Score -2.030226e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -20305454.000000 Penalty: 5968.328613
	Iteration 8Q: 3 clusters Score -2.030545e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -20310830.000000 Penalty: 5968.328613
	Iteration 9F: 3 clusters Score -2.031083e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 120507 members 
Entering Unmasked Estep 
Score: -20318656.000000 Penalty: 5968.328613
	Iteration 10F: 3 clusters Score -2.031866e+07 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -20328470.000000 Penalty: 5968.328613
	Iteration 11F: 3 clusters Score -2.032847e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -20338228.000000 Penalty: 5968.328613
	Iteration 12F: 3 clusters Score -2.033823e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -20344394.000000 Penalty: 5968.328613
	Iteration 13F: 3 clusters Score -2.034439e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -20348142.000000 Penalty: 5968.328613
	Iteration 14Q: 3 clusters Score -2.034814e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -20350372.000000 Penalty: 5968.328613
	Iteration 15Q: 3 clusters Score -2.035037e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 166249 members 
Entering Unmasked Estep 
Score: -20351468.000000 Penalty: 5968.328613
	Iteration 16Q: 3 clusters Score -2.035147e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 167109 members 
Entering Unmasked Estep 
Score: -20351976.000000 Penalty: 5968.328613
	Iteration 17Q: 3 clusters Score -2.035198e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 167473 members 
Entering Unmasked Estep 
Score: -20352168.000000 Penalty: 5968.328613
	Iteration 18Q: 3 clusters Score -2.035217e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 167656 members 
Entering Unmasked Estep 
Score: -20352342.000000 Penalty: 5968.328613
	Iteration 19Q: 3 clusters Score -2.035234e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -20352458.000000 Penalty: 5968.328613
	Iteration 20F: 3 clusters Score -2.035246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 167779 members 
Entering Unmasked Estep 
Score: -20352482.000000 Penalty: 5968.328613
	Iteration 21Q: 3 clusters Score -2.035248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 167800 members 
Entering Unmasked Estep 
Score: -20352522.000000 Penalty: 5968.328613
	Iteration 22Q: 3 clusters Score -2.035252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 167816 members 
Entering Unmasked Estep 
Score: -20352566.000000 Penalty: 5968.328613
	Iteration 23Q: 3 clusters Score -2.035257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 167827 members 
Entering Unmasked Estep 
Score: -20352602.000000 Penalty: 5968.328613
	Iteration 24Q: 3 clusters Score -2.03526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 167834 members 
Entering Unmasked Estep 
Score: -20352626.000000 Penalty: 5968.328613
	Iteration 25Q: 3 clusters Score -2.035263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -20352648.000000 Penalty: 5968.328613
	Iteration 26Q: 3 clusters Score -2.035265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -20352684.000000 Penalty: 5968.328613
	Iteration 27Q: 3 clusters Score -2.035268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 167849 members 
Entering Unmasked Estep 
Score: -20352690.000000 Penalty: 5968.328613
	Iteration 28Q: 3 clusters Score -2.035269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -20352732.000000 Penalty: 5968.328613
	Iteration 29Q: 3 clusters Score -2.035273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 167857 members 
Entering Unmasked Estep 
Score: -20352724.000000 Penalty: 5968.328613
	Iteration 30Q: 3 clusters Score -2.035272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -20352724.000000 Penalty: 5968.328613
	Iteration 31Q: 3 clusters Score -2.035272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167861 members 
Entering Unmasked Estep 
Score: -20352716.000000 Penalty: 5968.328613
	Iteration 32Q: 3 clusters Score -2.035272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -20352728.000000 Penalty: 5968.328613
	Iteration 33Q: 3 clusters Score -2.035273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -20352756.000000 Penalty: 5968.328613
	Iteration 34Q: 3 clusters Score -2.035276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167861 members 
Entering Unmasked Estep 
Score: -20352754.000000 Penalty: 5968.328613
	Iteration 35Q: 3 clusters Score -2.035275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -20352750.000000 Penalty: 5968.328613
	Iteration 36Q: 3 clusters Score -2.035275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -20352750.000000 Penalty: 5968.328613
	Iteration 37F: 3 clusters Score -2.035275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (68138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Entering Unmasked Estep 
Score: -8208307.000000 Penalty: 2760.063965
	Iteration 0F: 2 clusters Score -8208307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -8162544.000000 Penalty: 5520.127930
	Iteration 0F: 3 clusters Score -8162544 nChanged 31723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -8180454.000000 Penalty: 5520.127930
	Iteration 1F: 3 clusters Score -8180454 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -8181231.500000 Penalty: 5520.127930
	Iteration 2Q: 3 clusters Score -8181232 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -8182146.500000 Penalty: 5520.127930
	Iteration 3Q: 3 clusters Score -8182146 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -8183394.500000 Penalty: 5520.127930
	Iteration 4Q: 3 clusters Score -8183394 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -8185418.000000 Penalty: 5520.127930
	Iteration 5F: 3 clusters Score -8185418 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -8188507.000000 Penalty: 5520.127930
	Iteration 6F: 3 clusters Score -8188507 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8193068.000000 Penalty: 5520.127930
	Iteration 7F: 3 clusters Score -8193068 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -8198606.000000 Penalty: 5520.127930
	Iteration 8F: 3 clusters Score -8198606 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8202774.000000 Penalty: 5520.127930
	Iteration 9F: 3 clusters Score -8202774 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8204662.500000 Penalty: 5520.127930
	Iteration 10Q: 3 clusters Score -8204662 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8205372.500000 Penalty: 5520.127930
	Iteration 11Q: 3 clusters Score -8205372 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8205612.500000 Penalty: 5520.127930
	Iteration 12Q: 3 clusters Score -8205612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8205686.000000 Penalty: 5520.127930
	Iteration 13Q: 3 clusters Score -8205686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8205738.500000 Penalty: 5520.127930
	Iteration 14Q: 3 clusters Score -8205738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8205754.000000 Penalty: 5520.127930
	Iteration 15Q: 3 clusters Score -8205754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8205753.000000 Penalty: 5520.127930
	Iteration 16Q: 3 clusters Score -8205753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8205764.000000 Penalty: 5520.127930
	Iteration 17Q: 3 clusters Score -8205764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8205761.000000 Penalty: 5520.127930
	Iteration 18Q: 3 clusters Score -8205761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8205772.500000 Penalty: 5520.127930
	Iteration 19Q: 3 clusters Score -8205772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8205770.000000 Penalty: 5520.127930
	Iteration 20F: 3 clusters Score -8205770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8205791.000000 Penalty: 5520.127930
	Iteration 21Q: 3 clusters Score -8205791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8205798.500000 Penalty: 5520.127930
	Iteration 22Q: 3 clusters Score -8205798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8205799.500000 Penalty: 5520.127930
	Iteration 23Q: 3 clusters Score -8205800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8205805.000000 Penalty: 5520.127930
	Iteration 24Q: 3 clusters Score -8205805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8205802.500000 Penalty: 5520.127930
	Iteration 25Q: 3 clusters Score -8205802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8205802.000000 Penalty: 5520.127930
	Iteration 26Q: 3 clusters Score -8205802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8205802.000000 Penalty: 5520.127930
	Iteration 27F: 3 clusters Score -8205802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Entering Unmasked Estep 
Score: -2494508.500000 Penalty: 2480.174805
	Iteration 0F: 2 clusters Score -2494508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2478979.500000 Penalty: 4960.349609
	Iteration 0F: 3 clusters Score -2478980 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2484544.750000 Penalty: 4960.349609
	Iteration 1F: 3 clusters Score -2484545 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2485237.500000 Penalty: 4960.349609
	Iteration 2F: 3 clusters Score -2485238 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2485839.250000 Penalty: 4960.349609
	Iteration 3F: 3 clusters Score -2485839 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2486376.750000 Penalty: 4960.349609
	Iteration 4F: 3 clusters Score -2486377 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2486908.000000 Penalty: 4960.349609
	Iteration 5Q: 3 clusters Score -2486908 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2487460.250000 Penalty: 4960.349609
	Iteration 6Q: 3 clusters Score -2487460 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2487959.500000 Penalty: 4960.349609
	Iteration 7Q: 3 clusters Score -2487960 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2488552.250000 Penalty: 4960.349609
	Iteration 8Q: 3 clusters Score -2488552 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2489157.500000 Penalty: 4960.349609
	Iteration 9Q: 3 clusters Score -2489158 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2489704.000000 Penalty: 4960.349609
	Iteration 10Q: 3 clusters Score -2489704 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2490115.250000 Penalty: 4960.349609
	Iteration 11Q: 3 clusters Score -2490115 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2490401.250000 Penalty: 4960.349609
	Iteration 12Q: 3 clusters Score -2490401 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2490613.500000 Penalty: 4960.349609
	Iteration 13Q: 3 clusters Score -2490614 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2490807.000000 Penalty: 4960.349609
	Iteration 14Q: 3 clusters Score -2490807 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2490946.000000 Penalty: 4960.349609
	Iteration 15Q: 3 clusters Score -2490946 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2491074.000000 Penalty: 4960.349609
	Iteration 16Q: 3 clusters Score -2491074 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2491209.500000 Penalty: 4960.349609
	Iteration 17Q: 3 clusters Score -2491210 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2491335.500000 Penalty: 4960.349609
	Iteration 18Q: 3 clusters Score -2491336 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2491456.000000 Penalty: 4960.349609
	Iteration 19Q: 3 clusters Score -2491456 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2491567.500000 Penalty: 4960.349609
	Iteration 20F: 3 clusters Score -2491568 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2491655.000000 Penalty: 4960.349609
	Iteration 21Q: 3 clusters Score -2491655 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2491720.000000 Penalty: 4960.349609
	Iteration 22Q: 3 clusters Score -2491720 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2491771.500000 Penalty: 4960.349609
	Iteration 23Q: 3 clusters Score -2491772 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2491806.250000 Penalty: 4960.349609
	Iteration 24Q: 3 clusters Score -2491806 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2491836.500000 Penalty: 4960.349609
	Iteration 25Q: 3 clusters Score -2491836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2491865.000000 Penalty: 4960.349609
	Iteration 26Q: 3 clusters Score -2491865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2491887.750000 Penalty: 4960.349609
	Iteration 27Q: 3 clusters Score -2491888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2491910.750000 Penalty: 4960.349609
	Iteration 28Q: 3 clusters Score -2491911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2491925.500000 Penalty: 4960.349609
	Iteration 29Q: 3 clusters Score -2491926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2491944.750000 Penalty: 4960.349609
	Iteration 30Q: 3 clusters Score -2491945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2491964.000000 Penalty: 4960.349609
	Iteration 31Q: 3 clusters Score -2491964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2491965.750000 Penalty: 4960.349609
	Iteration 32Q: 3 clusters Score -2491966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2491985.000000 Penalty: 4960.349609
	Iteration 33Q: 3 clusters Score -2491985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2491992.250000 Penalty: 4960.349609
	Iteration 34Q: 3 clusters Score -2491992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2491997.250000 Penalty: 4960.349609
	Iteration 35Q: 3 clusters Score -2491997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2492001.500000 Penalty: 4960.349609
	Iteration 36Q: 3 clusters Score -2492002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2492004.750000 Penalty: 4960.349609
	Iteration 37Q: 3 clusters Score -2492005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2492016.000000 Penalty: 4960.349609
	Iteration 38Q: 3 clusters Score -2492016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2492020.500000 Penalty: 4960.349609
	Iteration 39Q: 3 clusters Score -2492020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2492020.750000 Penalty: 4960.349609
	Iteration 40F: 3 clusters Score -2492021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2492025.750000 Penalty: 4960.349609
	Iteration 41Q: 3 clusters Score -2492026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2492036.500000 Penalty: 4960.349609
	Iteration 42Q: 3 clusters Score -2492036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2492044.000000 Penalty: 4960.349609
	Iteration 43Q: 3 clusters Score -2492044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2492061.000000 Penalty: 4960.349609
	Iteration 44Q: 3 clusters Score -2492061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2492061.000000 Penalty: 4960.349609
	Iteration 45Q: 3 clusters Score -2492061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2492069.500000 Penalty: 4960.349609
	Iteration 46Q: 3 clusters Score -2492070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2492067.250000 Penalty: 4960.349609
	Iteration 47Q: 3 clusters Score -2492067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2492065.250000 Penalty: 4960.349609
	Iteration 48Q: 3 clusters Score -2492065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2492077.500000 Penalty: 4960.349609
	Iteration 49Q: 3 clusters Score -2492078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2492081.750000 Penalty: 4960.349609
	Iteration 50Q: 3 clusters Score -2492082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2492099.000000 Penalty: 4960.349609
	Iteration 51Q: 3 clusters Score -2492099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2492110.500000 Penalty: 4960.349609
	Iteration 52Q: 3 clusters Score -2492110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2492125.500000 Penalty: 4960.349609
	Iteration 53Q: 3 clusters Score -2492126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2492122.250000 Penalty: 4960.349609
	Iteration 54Q: 3 clusters Score -2492122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2492129.500000 Penalty: 4960.349609
	Iteration 55Q: 3 clusters Score -2492130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2492141.250000 Penalty: 4960.349609
	Iteration 56Q: 3 clusters Score -2492141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2492152.000000 Penalty: 4960.349609
	Iteration 57Q: 3 clusters Score -2492152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2492160.500000 Penalty: 4960.349609
	Iteration 58Q: 3 clusters Score -2492160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2492171.500000 Penalty: 4960.349609
	Iteration 59Q: 3 clusters Score -2492172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2492174.250000 Penalty: 4960.349609
	Iteration 60F: 3 clusters Score -2492174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2492184.500000 Penalty: 4960.349609
	Iteration 61Q: 3 clusters Score -2492184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2492194.000000 Penalty: 4960.349609
	Iteration 62Q: 3 clusters Score -2492194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2492198.750000 Penalty: 4960.349609
	Iteration 63Q: 3 clusters Score -2492199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2492206.500000 Penalty: 4960.349609
	Iteration 64Q: 3 clusters Score -2492206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2492210.500000 Penalty: 4960.349609
	Iteration 65Q: 3 clusters Score -2492210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2492220.000000 Penalty: 4960.349609
	Iteration 66Q: 3 clusters Score -2492220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2492223.250000 Penalty: 4960.349609
	Iteration 67Q: 3 clusters Score -2492223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2492228.750000 Penalty: 4960.349609
	Iteration 68Q: 3 clusters Score -2492229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2492234.000000 Penalty: 4960.349609
	Iteration 69Q: 3 clusters Score -2492234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2492242.250000 Penalty: 4960.349609
	Iteration 70Q: 3 clusters Score -2492242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2492254.750000 Penalty: 4960.349609
	Iteration 71Q: 3 clusters Score -2492255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2492266.000000 Penalty: 4960.349609
	Iteration 72Q: 3 clusters Score -2492266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2492260.500000 Penalty: 4960.349609
	Iteration 73Q: 3 clusters Score -2492260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2492272.500000 Penalty: 4960.349609
	Iteration 74Q: 3 clusters Score -2492272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2492277.250000 Penalty: 4960.349609
	Iteration 75Q: 3 clusters Score -2492277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2492296.500000 Penalty: 4960.349609
	Iteration 76Q: 3 clusters Score -2492296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2492296.750000 Penalty: 4960.349609
	Iteration 77Q: 3 clusters Score -2492297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2492315.000000 Penalty: 4960.349609
	Iteration 78Q: 3 clusters Score -2492315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2492331.500000 Penalty: 4960.349609
	Iteration 79Q: 3 clusters Score -2492332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2492350.250000 Penalty: 4960.349609
	Iteration 80F: 3 clusters Score -2492350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2492361.750000 Penalty: 4960.349609
	Iteration 81Q: 3 clusters Score -2492362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2492364.750000 Penalty: 4960.349609
	Iteration 82Q: 3 clusters Score -2492365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2492371.000000 Penalty: 4960.349609
	Iteration 83Q: 3 clusters Score -2492371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2492385.250000 Penalty: 4960.349609
	Iteration 84Q: 3 clusters Score -2492385 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2492402.000000 Penalty: 4960.349609
	Iteration 85Q: 3 clusters Score -2492402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2492414.500000 Penalty: 4960.349609
	Iteration 86Q: 3 clusters Score -2492414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2492416.250000 Penalty: 4960.349609
	Iteration 87Q: 3 clusters Score -2492416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2492430.750000 Penalty: 4960.349609
	Iteration 88Q: 3 clusters Score -2492431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2492440.000000 Penalty: 4960.349609
	Iteration 89Q: 3 clusters Score -2492440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2492456.750000 Penalty: 4960.349609
	Iteration 90Q: 3 clusters Score -2492457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2492463.750000 Penalty: 4960.349609
	Iteration 91Q: 3 clusters Score -2492464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2492472.250000 Penalty: 4960.349609
	Iteration 92Q: 3 clusters Score -2492472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2492482.000000 Penalty: 4960.349609
	Iteration 93Q: 3 clusters Score -2492482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2492486.500000 Penalty: 4960.349609
	Iteration 94Q: 3 clusters Score -2492486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2492505.250000 Penalty: 4960.349609
	Iteration 95Q: 3 clusters Score -2492505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2492509.250000 Penalty: 4960.349609
	Iteration 96Q: 3 clusters Score -2492509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2492530.000000 Penalty: 4960.349609
	Iteration 97Q: 3 clusters Score -2492530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2492533.750000 Penalty: 4960.349609
	Iteration 98Q: 3 clusters Score -2492534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2492540.750000 Penalty: 4960.349609
	Iteration 99Q: 3 clusters Score -2492541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2492548.000000 Penalty: 4960.349609
	Iteration 100F: 3 clusters Score -2492548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2492560.250000 Penalty: 4960.349609
	Iteration 101Q: 3 clusters Score -2492560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2492566.250000 Penalty: 4960.349609
	Iteration 102Q: 3 clusters Score -2492566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2492572.000000 Penalty: 4960.349609
	Iteration 103Q: 3 clusters Score -2492572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2492580.250000 Penalty: 4960.349609
	Iteration 104Q: 3 clusters Score -2492580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2492586.250000 Penalty: 4960.349609
	Iteration 105Q: 3 clusters Score -2492586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2492594.750000 Penalty: 4960.349609
	Iteration 106Q: 3 clusters Score -2492595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2492605.500000 Penalty: 4960.349609
	Iteration 107Q: 3 clusters Score -2492606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2492615.750000 Penalty: 4960.349609
	Iteration 108Q: 3 clusters Score -2492616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2492613.000000 Penalty: 4960.349609
	Iteration 109Q: 3 clusters Score -2492613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2492626.000000 Penalty: 4960.349609
	Iteration 110Q: 3 clusters Score -2492626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2492625.750000 Penalty: 4960.349609
	Iteration 111Q: 3 clusters Score -2492626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2492635.000000 Penalty: 4960.349609
	Iteration 112Q: 3 clusters Score -2492635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2492644.000000 Penalty: 4960.349609
	Iteration 113Q: 3 clusters Score -2492644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2492650.750000 Penalty: 4960.349609
	Iteration 114Q: 3 clusters Score -2492651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2492656.000000 Penalty: 4960.349609
	Iteration 115Q: 3 clusters Score -2492656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2492665.250000 Penalty: 4960.349609
	Iteration 116Q: 3 clusters Score -2492665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2492670.000000 Penalty: 4960.349609
	Iteration 117Q: 3 clusters Score -2492670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2492678.750000 Penalty: 4960.349609
	Iteration 118Q: 3 clusters Score -2492679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2492682.250000 Penalty: 4960.349609
	Iteration 119Q: 3 clusters Score -2492682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2492696.000000 Penalty: 4960.349609
	Iteration 120F: 3 clusters Score -2492696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2492702.750000 Penalty: 4960.349609
	Iteration 121Q: 3 clusters Score -2492703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2492702.000000 Penalty: 4960.349609
	Iteration 122Q: 3 clusters Score -2492702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2492702.750000 Penalty: 4960.349609
	Iteration 123Q: 3 clusters Score -2492703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2492706.750000 Penalty: 4960.349609
	Iteration 124Q: 3 clusters Score -2492707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2492709.000000 Penalty: 4960.349609
	Iteration 125Q: 3 clusters Score -2492709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2492712.750000 Penalty: 4960.349609
	Iteration 126Q: 3 clusters Score -2492713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2492715.500000 Penalty: 4960.349609
	Iteration 127Q: 3 clusters Score -2492716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2492715.750000 Penalty: 4960.349609
	Iteration 128Q: 3 clusters Score -2492716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2492720.000000 Penalty: 4960.349609
	Iteration 129Q: 3 clusters Score -2492720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2492729.250000 Penalty: 4960.349609
	Iteration 130Q: 3 clusters Score -2492729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2492733.000000 Penalty: 4960.349609
	Iteration 131Q: 3 clusters Score -2492733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2492729.750000 Penalty: 4960.349609
	Iteration 132Q: 3 clusters Score -2492730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2492734.250000 Penalty: 4960.349609
	Iteration 133Q: 3 clusters Score -2492734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2492731.500000 Penalty: 4960.349609
	Iteration 134Q: 3 clusters Score -2492732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2492733.750000 Penalty: 4960.349609
	Iteration 135Q: 3 clusters Score -2492734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2492735.250000 Penalty: 4960.349609
	Iteration 136Q: 3 clusters Score -2492735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2492737.250000 Penalty: 4960.349609
	Iteration 137Q: 3 clusters Score -2492737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2492739.000000 Penalty: 4960.349609
	Iteration 138Q: 3 clusters Score -2492739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2492744.000000 Penalty: 4960.349609
	Iteration 139Q: 3 clusters Score -2492744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2492747.250000 Penalty: 4960.349609
	Iteration 140F: 3 clusters Score -2492747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2492749.750000 Penalty: 4960.349609
	Iteration 141Q: 3 clusters Score -2492750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2492755.500000 Penalty: 4960.349609
	Iteration 142Q: 3 clusters Score -2492756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2492753.250000 Penalty: 4960.349609
	Iteration 143Q: 3 clusters Score -2492753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2492765.750000 Penalty: 4960.349609
	Iteration 144Q: 3 clusters Score -2492766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2492767.000000 Penalty: 4960.349609
	Iteration 145Q: 3 clusters Score -2492767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2492772.250000 Penalty: 4960.349609
	Iteration 146Q: 3 clusters Score -2492772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2492767.750000 Penalty: 4960.349609
	Iteration 147Q: 3 clusters Score -2492768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2492759.750000 Penalty: 4960.349609
	Iteration 148Q: 3 clusters Score -2492760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2492768.250000 Penalty: 4960.349609
	Iteration 149Q: 3 clusters Score -2492768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2492773.250000 Penalty: 4960.349609
	Iteration 150Q: 3 clusters Score -2492773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2492773.000000 Penalty: 4960.349609
	Iteration 151Q: 3 clusters Score -2492773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2492770.500000 Penalty: 4960.349609
	Iteration 152Q: 3 clusters Score -2492770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2492773.750000 Penalty: 4960.349609
	Iteration 153Q: 3 clusters Score -2492774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2492781.500000 Penalty: 4960.349609
	Iteration 154Q: 3 clusters Score -2492782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2492780.000000 Penalty: 4960.349609
	Iteration 155Q: 3 clusters Score -2492780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2492784.500000 Penalty: 4960.349609
	Iteration 156Q: 3 clusters Score -2492784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2492790.500000 Penalty: 4960.349609
	Iteration 157Q: 3 clusters Score -2492790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2492792.500000 Penalty: 4960.349609
	Iteration 158Q: 3 clusters Score -2492792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2492800.000000 Penalty: 4960.349609
	Iteration 159Q: 3 clusters Score -2492800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2492793.250000 Penalty: 4960.349609
	Iteration 160F: 3 clusters Score -2492793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2492793.750000 Penalty: 4960.349609
	Iteration 161Q: 3 clusters Score -2492794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2492794.000000 Penalty: 4960.349609
	Iteration 162Q: 3 clusters Score -2492794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2492799.750000 Penalty: 4960.349609
	Iteration 163Q: 3 clusters Score -2492800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2492799.250000 Penalty: 4960.349609
	Iteration 164Q: 3 clusters Score -2492799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2492805.500000 Penalty: 4960.349609
	Iteration 165Q: 3 clusters Score -2492806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2492810.750000 Penalty: 4960.349609
	Iteration 166Q: 3 clusters Score -2492811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2492810.000000 Penalty: 4960.349609
	Iteration 167Q: 3 clusters Score -2492810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2492813.500000 Penalty: 4960.349609
	Iteration 168Q: 3 clusters Score -2492814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2492817.750000 Penalty: 4960.349609
	Iteration 169Q: 3 clusters Score -2492818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2492822.750000 Penalty: 4960.349609
	Iteration 170Q: 3 clusters Score -2492823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2492829.000000 Penalty: 4960.349609
	Iteration 171Q: 3 clusters Score -2492829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2492833.500000 Penalty: 4960.349609
	Iteration 172Q: 3 clusters Score -2492834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2492836.750000 Penalty: 4960.349609
	Iteration 173Q: 3 clusters Score -2492837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2492850.750000 Penalty: 4960.349609
	Iteration 174Q: 3 clusters Score -2492851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2492848.500000 Penalty: 4960.349609
	Iteration 175Q: 3 clusters Score -2492848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2492853.500000 Penalty: 4960.349609
	Iteration 176Q: 3 clusters Score -2492854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2492858.250000 Penalty: 4960.349609
	Iteration 177Q: 3 clusters Score -2492858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2492859.250000 Penalty: 4960.349609
	Iteration 178Q: 3 clusters Score -2492859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2492867.750000 Penalty: 4960.349609
	Iteration 179Q: 3 clusters Score -2492868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2492871.000000 Penalty: 4960.349609
	Iteration 180F: 3 clusters Score -2492871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2492878.000000 Penalty: 4960.349609
	Iteration 181Q: 3 clusters Score -2492878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2492877.500000 Penalty: 4960.349609
	Iteration 182Q: 3 clusters Score -2492878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2492881.500000 Penalty: 4960.349609
	Iteration 183Q: 3 clusters Score -2492882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2492887.750000 Penalty: 4960.349609
	Iteration 184Q: 3 clusters Score -2492888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2492888.500000 Penalty: 4960.349609
	Iteration 185Q: 3 clusters Score -2492888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2492893.500000 Penalty: 4960.349609
	Iteration 186Q: 3 clusters Score -2492894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2492897.500000 Penalty: 4960.349609
	Iteration 187Q: 3 clusters Score -2492898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2492901.000000 Penalty: 4960.349609
	Iteration 188Q: 3 clusters Score -2492901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2492901.000000 Penalty: 4960.349609
	Iteration 189F: 3 clusters Score -2492901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -393128.906250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -393128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -389519.187500 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -389519.2 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -390353.406250 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -390353.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -390583.437500 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -390583.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -390799.343750 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -390799.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -391001.000000 Penalty: 4064.200439
	Iteration 4F: 3 clusters Score -391001 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -391166.343750 Penalty: 4064.200439
	Iteration 5F: 3 clusters Score -391166.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -391318.687500 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -391318.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -391423.312500 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -391423.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -391500.000000 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -391500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -391551.375000 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -391551.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -391583.250000 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -391583.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -391615.656250 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -391615.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -391644.000000 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -391644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -391664.500000 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -391664.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -391677.750000 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -391677.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -391690.156250 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -391690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -391699.875000 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -391699.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -391707.718750 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -391707.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -391711.781250 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -391711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -391715.781250 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -391715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -391718.937500 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -391718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -391723.750000 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -391723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -391726.875000 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -391726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -391728.468750 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -391728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391729.343750 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -391729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -391730.656250 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -391730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -391730.406250 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -391730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -391732.875000 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -391732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -391733.281250 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -391733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -391733.625000 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -391733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -391734.375000 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -391734.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -391734.375000 Penalty: 4064.200439
	Iteration 31F: 3 clusters Score -391734.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -91083.546875 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -91083.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89272.281250 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -89272.28 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89523.507812 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -89523.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89593.812500 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -89593.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89630.281250 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -89630.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89688.375000 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -89688.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89779.953125 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -89779.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90046.695312 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -90046.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90142.632812 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -90142.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90181.414062 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -90181.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90212.734375 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -90212.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90248.414062 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -90248.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90272.625000 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -90272.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90285.210938 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -90285.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90295.906250 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -90295.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90313.156250 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -90313.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90342.500000 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -90342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90366.609375 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -90366.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90383.015625 Penalty: 3340.357422
	Iteration 17Q: 3 clusters Score -90383.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90400.109375 Penalty: 3340.357422
	Iteration 18Q: 3 clusters Score -90400.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90411.335938 Penalty: 3340.357422
	Iteration 19Q: 3 clusters Score -90411.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90419.835938 Penalty: 3340.357422
	Iteration 20F: 3 clusters Score -90419.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90429.148438 Penalty: 3340.357422
	Iteration 21Q: 3 clusters Score -90429.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90430.898438 Penalty: 3340.357422
	Iteration 22Q: 3 clusters Score -90430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90430.898438 Penalty: 3340.357422
	Iteration 23F: 3 clusters Score -90430.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Entering Unmasked Estep 
Score: -9529918.000000 Penalty: 2801.059814
	Iteration 0F: 2 clusters Score -9529918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -9476358.000000 Penalty: 5602.119629
	Iteration 0F: 3 clusters Score -9476358 nChanged 37670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -9498167.000000 Penalty: 5602.119629
	Iteration 1F: 3 clusters Score -9498167 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -9499221.000000 Penalty: 5602.119629
	Iteration 2Q: 3 clusters Score -9499221 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -9500535.000000 Penalty: 5602.119629
	Iteration 3Q: 3 clusters Score -9500535 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -9501718.000000 Penalty: 5602.119629
	Iteration 4Q: 3 clusters Score -9501718 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -9502942.000000 Penalty: 5602.119629
	Iteration 5Q: 3 clusters Score -9502942 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -9504359.000000 Penalty: 5602.119629
	Iteration 6Q: 3 clusters Score -9504359 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -9506251.000000 Penalty: 5602.119629
	Iteration 7Q: 3 clusters Score -9506251 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -9508343.000000 Penalty: 5602.119629
	Iteration 8Q: 3 clusters Score -9508343 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -9511045.000000 Penalty: 5602.119629
	Iteration 9F: 3 clusters Score -9511045 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -9514099.000000 Penalty: 5602.119629
	Iteration 10F: 3 clusters Score -9514099 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -9517109.000000 Penalty: 5602.119629
	Iteration 11F: 3 clusters Score -9517109 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -9519815.000000 Penalty: 5602.119629
	Iteration 12Q: 3 clusters Score -9519815 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -9522255.000000 Penalty: 5602.119629
	Iteration 13Q: 3 clusters Score -9522255 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -9524077.000000 Penalty: 5602.119629
	Iteration 14Q: 3 clusters Score -9524077 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -9525394.000000 Penalty: 5602.119629
	Iteration 15Q: 3 clusters Score -9525394 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -9526246.000000 Penalty: 5602.119629
	Iteration 16Q: 3 clusters Score -9526246 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9526703.000000 Penalty: 5602.119629
	Iteration 17Q: 3 clusters Score -9526703 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9527056.000000 Penalty: 5602.119629
	Iteration 18Q: 3 clusters Score -9527056 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9527260.000000 Penalty: 5602.119629
	Iteration 19Q: 3 clusters Score -9527260 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9527392.000000 Penalty: 5602.119629
	Iteration 20F: 3 clusters Score -9527392 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9527452.000000 Penalty: 5602.119629
	Iteration 21Q: 3 clusters Score -9527452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9527482.000000 Penalty: 5602.119629
	Iteration 22Q: 3 clusters Score -9527482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9527548.000000 Penalty: 5602.119629
	Iteration 23Q: 3 clusters Score -9527548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9527564.000000 Penalty: 5602.119629
	Iteration 24Q: 3 clusters Score -9527564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9527575.000000 Penalty: 5602.119629
	Iteration 25Q: 3 clusters Score -9527575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9527581.000000 Penalty: 5602.119629
	Iteration 26Q: 3 clusters Score -9527581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9527586.000000 Penalty: 5602.119629
	Iteration 27Q: 3 clusters Score -9527586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9527584.000000 Penalty: 5602.119629
	Iteration 28Q: 3 clusters Score -9527584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9527585.000000 Penalty: 5602.119629
	Iteration 29Q: 3 clusters Score -9527585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9527595.000000 Penalty: 5602.119629
	Iteration 30Q: 3 clusters Score -9527595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9527609.000000 Penalty: 5602.119629
	Iteration 31Q: 3 clusters Score -9527609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9527630.000000 Penalty: 5602.119629
	Iteration 32Q: 3 clusters Score -9527630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9527632.000000 Penalty: 5602.119629
	Iteration 33Q: 3 clusters Score -9527632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9527633.000000 Penalty: 5602.119629
	Iteration 34Q: 3 clusters Score -9527633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9527636.000000 Penalty: 5602.119629
	Iteration 35Q: 3 clusters Score -9527636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9527637.000000 Penalty: 5602.119629
	Iteration 36Q: 3 clusters Score -9527637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9527643.000000 Penalty: 5602.119629
	Iteration 37Q: 3 clusters Score -9527643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9527642.000000 Penalty: 5602.119629
	Iteration 38Q: 3 clusters Score -9527642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9527643.000000 Penalty: 5602.119629
	Iteration 39Q: 3 clusters Score -9527643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9527646.000000 Penalty: 5602.119629
	Iteration 40F: 3 clusters Score -9527646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9527644.000000 Penalty: 5602.119629
	Iteration 41Q: 3 clusters Score -9527644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9527650.000000 Penalty: 5602.119629
	Iteration 42Q: 3 clusters Score -9527650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9527652.000000 Penalty: 5602.119629
	Iteration 43Q: 3 clusters Score -9527652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9527658.000000 Penalty: 5602.119629
	Iteration 44Q: 3 clusters Score -9527658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9527661.000000 Penalty: 5602.119629
	Iteration 45Q: 3 clusters Score -9527661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9527661.000000 Penalty: 5602.119629
	Iteration 46F: 3 clusters Score -9527661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -945140.187500 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -945140.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -938394.125000 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -938394.1 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -940429.687500 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -940429.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -940757.812500 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -940757.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -941009.875000 Penalty: 4499.653809
	Iteration 3F: 3 clusters Score -941009.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -941216.437500 Penalty: 4499.653809
	Iteration 4Q: 3 clusters Score -941216.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -941438.187500 Penalty: 4499.653809
	Iteration 5Q: 3 clusters Score -941438.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -941657.500000 Penalty: 4499.653809
	Iteration 6Q: 3 clusters Score -941657.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -941851.250000 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -941851.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -942038.312500 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -942038.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -942197.875000 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -942197.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -942338.312500 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -942338.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -942458.062500 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -942458.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -942569.062500 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -942569.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -942672.437500 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -942672.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -942786.812500 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -942786.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -942898.187500 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -942898.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -942996.125000 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -942996.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -943083.500000 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -943083.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -943153.812500 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -943153.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -943217.812500 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -943217.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -943272.937500 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -943272.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -943321.375000 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -943321.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -943358.250000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -943358.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -943396.812500 Penalty: 4499.653809
	Iteration 23Q: 3 clusters Score -943396.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -943435.937500 Penalty: 4499.653809
	Iteration 24Q: 3 clusters Score -943435.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -943463.937500 Penalty: 4499.653809
	Iteration 25Q: 3 clusters Score -943463.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -943492.562500 Penalty: 4499.653809
	Iteration 26Q: 3 clusters Score -943492.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -943513.750000 Penalty: 4499.653809
	Iteration 27Q: 3 clusters Score -943513.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -943530.812500 Penalty: 4499.653809
	Iteration 28Q: 3 clusters Score -943530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -943542.250000 Penalty: 4499.653809
	Iteration 29Q: 3 clusters Score -943542.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -943551.625000 Penalty: 4499.653809
	Iteration 30Q: 3 clusters Score -943551.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -943561.250000 Penalty: 4499.653809
	Iteration 31Q: 3 clusters Score -943561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -943568.125000 Penalty: 4499.653809
	Iteration 32Q: 3 clusters Score -943568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -943576.562500 Penalty: 4499.653809
	Iteration 33Q: 3 clusters Score -943576.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -943580.062500 Penalty: 4499.653809
	Iteration 34Q: 3 clusters Score -943580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -943582.875000 Penalty: 4499.653809
	Iteration 35Q: 3 clusters Score -943582.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -943590.937500 Penalty: 4499.653809
	Iteration 36Q: 3 clusters Score -943590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -943598.437500 Penalty: 4499.653809
	Iteration 37Q: 3 clusters Score -943598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -943601.000000 Penalty: 4499.653809
	Iteration 38Q: 3 clusters Score -943601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -943603.875000 Penalty: 4499.653809
	Iteration 39Q: 3 clusters Score -943603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -943608.437500 Penalty: 4499.653809
	Iteration 40F: 3 clusters Score -943608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -943609.125000 Penalty: 4499.653809
	Iteration 41Q: 3 clusters Score -943609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -943613.437500 Penalty: 4499.653809
	Iteration 42Q: 3 clusters Score -943613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -943617.062500 Penalty: 4499.653809
	Iteration 43Q: 3 clusters Score -943617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -943619.937500 Penalty: 4499.653809
	Iteration 44Q: 3 clusters Score -943619.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -943619.562500 Penalty: 4499.653809
	Iteration 45Q: 3 clusters Score -943619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -943622.375000 Penalty: 4499.653809
	Iteration 46Q: 3 clusters Score -943622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -943624.437500 Penalty: 4499.653809
	Iteration 47Q: 3 clusters Score -943624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -943625.500000 Penalty: 4499.653809
	Iteration 48Q: 3 clusters Score -943625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -943626.375000 Penalty: 4499.653809
	Iteration 49Q: 3 clusters Score -943626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -943625.937500 Penalty: 4499.653809
	Iteration 50Q: 3 clusters Score -943625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -943626.687500 Penalty: 4499.653809
	Iteration 51Q: 3 clusters Score -943626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -943626.687500 Penalty: 4499.653809
	Iteration 52F: 3 clusters Score -943626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -363860.562500 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -363860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -360501.687500 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -360501.7 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -361187.093750 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -361187.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -361347.750000 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -361347.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -361425.250000 Penalty: 4006.260010
	Iteration 3Q: 3 clusters Score -361425.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -361485.218750 Penalty: 4006.260010
	Iteration 4Q: 3 clusters Score -361485.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -361531.812500 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -361531.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361564.281250 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -361564.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -361589.312500 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -361589.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361605.687500 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -361605.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -361623.843750 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -361623.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -361638.468750 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -361638.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -361654.437500 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -361654.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -361672.625000 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -361672.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -361692.625000 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -361692.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -361711.375000 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -361711.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -361730.437500 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -361730.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -361749.187500 Penalty: 4006.260010
	Iteration 16Q: 3 clusters Score -361749.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -361769.812500 Penalty: 4006.260010
	Iteration 17Q: 3 clusters Score -361769.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361786.812500 Penalty: 4006.260010
	Iteration 18Q: 3 clusters Score -361786.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -361804.875000 Penalty: 4006.260010
	Iteration 19Q: 3 clusters Score -361804.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -361813.218750 Penalty: 4006.260010
	Iteration 20F: 3 clusters Score -361813.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -361822.375000 Penalty: 4006.260010
	Iteration 21Q: 3 clusters Score -361822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -361826.468750 Penalty: 4006.260010
	Iteration 22Q: 3 clusters Score -361826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -361829.875000 Penalty: 4006.260010
	Iteration 23Q: 3 clusters Score -361829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -361834.812500 Penalty: 4006.260010
	Iteration 24Q: 3 clusters Score -361834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -361843.531250 Penalty: 4006.260010
	Iteration 25Q: 3 clusters Score -361843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -361851.406250 Penalty: 4006.260010
	Iteration 26Q: 3 clusters Score -361851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -361858.781250 Penalty: 4006.260010
	Iteration 27Q: 3 clusters Score -361858.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -361864.031250 Penalty: 4006.260010
	Iteration 28Q: 3 clusters Score -361864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -361869.875000 Penalty: 4006.260010
	Iteration 29Q: 3 clusters Score -361869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -361875.250000 Penalty: 4006.260010
	Iteration 30Q: 3 clusters Score -361875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -361877.812500 Penalty: 4006.260010
	Iteration 31Q: 3 clusters Score -361877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -361881.250000 Penalty: 4006.260010
	Iteration 32Q: 3 clusters Score -361881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -361884.437500 Penalty: 4006.260010
	Iteration 33Q: 3 clusters Score -361884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -361887.593750 Penalty: 4006.260010
	Iteration 34Q: 3 clusters Score -361887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -361891.687500 Penalty: 4006.260010
	Iteration 35Q: 3 clusters Score -361891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -361894.906250 Penalty: 4006.260010
	Iteration 36Q: 3 clusters Score -361894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -361895.968750 Penalty: 4006.260010
	Iteration 37Q: 3 clusters Score -361896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -361897.437500 Penalty: 4006.260010
	Iteration 38Q: 3 clusters Score -361897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -361899.437500 Penalty: 4006.260010
	Iteration 39Q: 3 clusters Score -361899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -361901.218750 Penalty: 4006.260010
	Iteration 40F: 3 clusters Score -361901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -361904.062500 Penalty: 4006.260010
	Iteration 41Q: 3 clusters Score -361904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -361906.468750 Penalty: 4006.260010
	Iteration 42Q: 3 clusters Score -361906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -361909.906250 Penalty: 4006.260010
	Iteration 43Q: 3 clusters Score -361909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -361912.781250 Penalty: 4006.260010
	Iteration 44Q: 3 clusters Score -361912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -361918.125000 Penalty: 4006.260010
	Iteration 45Q: 3 clusters Score -361918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -361924.500000 Penalty: 4006.260010
	Iteration 46Q: 3 clusters Score -361924.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -361930.093750 Penalty: 4006.260010
	Iteration 47Q: 3 clusters Score -361930.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -361935.562500 Penalty: 4006.260010
	Iteration 48Q: 3 clusters Score -361935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -361940.093750 Penalty: 4006.260010
	Iteration 49Q: 3 clusters Score -361940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -361942.250000 Penalty: 4006.260010
	Iteration 50Q: 3 clusters Score -361942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -361944.000000 Penalty: 4006.260010
	Iteration 51Q: 3 clusters Score -361944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -361945.656250 Penalty: 4006.260010
	Iteration 52Q: 3 clusters Score -361945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -361945.093750 Penalty: 4006.260010
	Iteration 53Q: 3 clusters Score -361945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -361945.093750 Penalty: 4006.260010
	Iteration 54F: 3 clusters Score -361945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Entering Unmasked Estep 
Score: -3186891.500000 Penalty: 2535.869629
	Iteration 0F: 2 clusters Score -3186892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3167943.250000 Penalty: 5071.739258
	Iteration 0F: 3 clusters Score -3167943 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3174512.250000 Penalty: 5071.739258
	Iteration 1F: 3 clusters Score -3174512 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3174948.000000 Penalty: 5071.739258
	Iteration 2Q: 3 clusters Score -3174948 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3175371.000000 Penalty: 5071.739258
	Iteration 3Q: 3 clusters Score -3175371 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3175795.750000 Penalty: 5071.739258
	Iteration 4Q: 3 clusters Score -3175796 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3176314.000000 Penalty: 5071.739258
	Iteration 5Q: 3 clusters Score -3176314 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3176996.750000 Penalty: 5071.739258
	Iteration 6Q: 3 clusters Score -3176997 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3178047.500000 Penalty: 5071.739258
	Iteration 7F: 3 clusters Score -3178048 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3179389.250000 Penalty: 5071.739258
	Iteration 8F: 3 clusters Score -3179389 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3181010.000000 Penalty: 5071.739258
	Iteration 9F: 3 clusters Score -3181010 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3182498.250000 Penalty: 5071.739258
	Iteration 10F: 3 clusters Score -3182498 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3183539.750000 Penalty: 5071.739258
	Iteration 11Q: 3 clusters Score -3183540 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3184097.500000 Penalty: 5071.739258
	Iteration 12Q: 3 clusters Score -3184098 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3184398.000000 Penalty: 5071.739258
	Iteration 13Q: 3 clusters Score -3184398 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3184538.500000 Penalty: 5071.739258
	Iteration 14Q: 3 clusters Score -3184538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3184622.500000 Penalty: 5071.739258
	Iteration 15Q: 3 clusters Score -3184622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3184667.500000 Penalty: 5071.739258
	Iteration 16Q: 3 clusters Score -3184668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3184686.000000 Penalty: 5071.739258
	Iteration 17Q: 3 clusters Score -3184686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3184697.750000 Penalty: 5071.739258
	Iteration 18Q: 3 clusters Score -3184698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3184700.500000 Penalty: 5071.739258
	Iteration 19Q: 3 clusters Score -3184700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3184706.000000 Penalty: 5071.739258
	Iteration 20F: 3 clusters Score -3184706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3184708.750000 Penalty: 5071.739258
	Iteration 21Q: 3 clusters Score -3184709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3184712.500000 Penalty: 5071.739258
	Iteration 22Q: 3 clusters Score -3184712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3184712.250000 Penalty: 5071.739258
	Iteration 23Q: 3 clusters Score -3184712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3184715.500000 Penalty: 5071.739258
	Iteration 24Q: 3 clusters Score -3184716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3184714.250000 Penalty: 5071.739258
	Iteration 25Q: 3 clusters Score -3184714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3184715.750000 Penalty: 5071.739258
	Iteration 26Q: 3 clusters Score -3184716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3184715.500000 Penalty: 5071.739258
	Iteration 27Q: 3 clusters Score -3184716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3184715.500000 Penalty: 5071.739258
	Iteration 28F: 3 clusters Score -3184716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Entering Unmasked Estep 
Score: -7227177.500000 Penalty: 2733.411621
	Iteration 0F: 2 clusters Score -7227178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -7185904.000000 Penalty: 5466.823242
	Iteration 0F: 3 clusters Score -7185904 nChanged 28651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -7201998.500000 Penalty: 5466.823242
	Iteration 1F: 3 clusters Score -7201998 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -7202587.000000 Penalty: 5466.823242
	Iteration 2Q: 3 clusters Score -7202587 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -7203266.000000 Penalty: 5466.823242
	Iteration 3Q: 3 clusters Score -7203266 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -7204012.500000 Penalty: 5466.823242
	Iteration 4Q: 3 clusters Score -7204012 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -7205197.500000 Penalty: 5466.823242
	Iteration 5Q: 3 clusters Score -7205198 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -7206880.500000 Penalty: 5466.823242
	Iteration 6Q: 3 clusters Score -7206880 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -7209407.000000 Penalty: 5466.823242
	Iteration 7F: 3 clusters Score -7209407 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -7212958.000000 Penalty: 5466.823242
	Iteration 8F: 3 clusters Score -7212958 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -7216967.000000 Penalty: 5466.823242
	Iteration 9F: 3 clusters Score -7216967 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7220502.000000 Penalty: 5466.823242
	Iteration 10F: 3 clusters Score -7220502 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7222787.000000 Penalty: 5466.823242
	Iteration 11Q: 3 clusters Score -7222787 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7223849.500000 Penalty: 5466.823242
	Iteration 12Q: 3 clusters Score -7223850 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7224345.500000 Penalty: 5466.823242
	Iteration 13Q: 3 clusters Score -7224346 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7224559.500000 Penalty: 5466.823242
	Iteration 14Q: 3 clusters Score -7224560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7224669.000000 Penalty: 5466.823242
	Iteration 15Q: 3 clusters Score -7224669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7224707.500000 Penalty: 5466.823242
	Iteration 16Q: 3 clusters Score -7224708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7224734.500000 Penalty: 5466.823242
	Iteration 17Q: 3 clusters Score -7224734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7224756.500000 Penalty: 5466.823242
	Iteration 18Q: 3 clusters Score -7224756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7224759.000000 Penalty: 5466.823242
	Iteration 19Q: 3 clusters Score -7224759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7224769.000000 Penalty: 5466.823242
	Iteration 20F: 3 clusters Score -7224769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7224790.000000 Penalty: 5466.823242
	Iteration 21Q: 3 clusters Score -7224790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7224804.000000 Penalty: 5466.823242
	Iteration 22Q: 3 clusters Score -7224804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7224805.500000 Penalty: 5466.823242
	Iteration 23Q: 3 clusters Score -7224806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7224819.500000 Penalty: 5466.823242
	Iteration 24Q: 3 clusters Score -7224820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7224817.000000 Penalty: 5466.823242
	Iteration 25Q: 3 clusters Score -7224817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7224822.000000 Penalty: 5466.823242
	Iteration 26Q: 3 clusters Score -7224822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7224819.500000 Penalty: 5466.823242
	Iteration 27Q: 3 clusters Score -7224820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7224819.500000 Penalty: 5466.823242
	Iteration 28F: 3 clusters Score -7224820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Entering Unmasked Estep 
Score: -3761554.500000 Penalty: 2584.570801
	Iteration 0F: 2 clusters Score -3761554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3738634.250000 Penalty: 5169.141602
	Iteration 0F: 3 clusters Score -3738634 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3747062.500000 Penalty: 5169.141602
	Iteration 1F: 3 clusters Score -3747062 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3747860.500000 Penalty: 5169.141602
	Iteration 2F: 3 clusters Score -3747860 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3748894.000000 Penalty: 5169.141602
	Iteration 3F: 3 clusters Score -3748894 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3750274.750000 Penalty: 5169.141602
	Iteration 4F: 3 clusters Score -3750275 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3751887.250000 Penalty: 5169.141602
	Iteration 5F: 3 clusters Score -3751887 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3753606.000000 Penalty: 5169.141602
	Iteration 6F: 3 clusters Score -3753606 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3755242.250000 Penalty: 5169.141602
	Iteration 7F: 3 clusters Score -3755242 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3756592.000000 Penalty: 5169.141602
	Iteration 8F: 3 clusters Score -3756592 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3757543.750000 Penalty: 5169.141602
	Iteration 9Q: 3 clusters Score -3757544 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3758219.000000 Penalty: 5169.141602
	Iteration 10Q: 3 clusters Score -3758219 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3758727.250000 Penalty: 5169.141602
	Iteration 11Q: 3 clusters Score -3758727 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3759095.250000 Penalty: 5169.141602
	Iteration 12Q: 3 clusters Score -3759095 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3759349.250000 Penalty: 5169.141602
	Iteration 13Q: 3 clusters Score -3759349 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3759522.500000 Penalty: 5169.141602
	Iteration 14Q: 3 clusters Score -3759522 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3759639.250000 Penalty: 5169.141602
	Iteration 15Q: 3 clusters Score -3759639 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3759742.250000 Penalty: 5169.141602
	Iteration 16Q: 3 clusters Score -3759742 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3759837.750000 Penalty: 5169.141602
	Iteration 17Q: 3 clusters Score -3759838 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3759867.000000 Penalty: 5169.141602
	Iteration 18Q: 3 clusters Score -3759867 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3759916.500000 Penalty: 5169.141602
	Iteration 19Q: 3 clusters Score -3759916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3759943.000000 Penalty: 5169.141602
	Iteration 20F: 3 clusters Score -3759943 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3759981.500000 Penalty: 5169.141602
	Iteration 21Q: 3 clusters Score -3759982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3759978.250000 Penalty: 5169.141602
	Iteration 22Q: 3 clusters Score -3759978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3759990.750000 Penalty: 5169.141602
	Iteration 23Q: 3 clusters Score -3759991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3760002.500000 Penalty: 5169.141602
	Iteration 24Q: 3 clusters Score -3760002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3760029.500000 Penalty: 5169.141602
	Iteration 25Q: 3 clusters Score -3760030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3760039.000000 Penalty: 5169.141602
	Iteration 26Q: 3 clusters Score -3760039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3760041.250000 Penalty: 5169.141602
	Iteration 27Q: 3 clusters Score -3760041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3760051.500000 Penalty: 5169.141602
	Iteration 28Q: 3 clusters Score -3760052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3760058.500000 Penalty: 5169.141602
	Iteration 29Q: 3 clusters Score -3760058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3760061.500000 Penalty: 5169.141602
	Iteration 30Q: 3 clusters Score -3760062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3760055.750000 Penalty: 5169.141602
	Iteration 31Q: 3 clusters Score -3760056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3760060.000000 Penalty: 5169.141602
	Iteration 32Q: 3 clusters Score -3760060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3760066.500000 Penalty: 5169.141602
	Iteration 33Q: 3 clusters Score -3760066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3760074.500000 Penalty: 5169.141602
	Iteration 34Q: 3 clusters Score -3760074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3760065.750000 Penalty: 5169.141602
	Iteration 35Q: 3 clusters Score -3760066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3760063.500000 Penalty: 5169.141602
	Iteration 36Q: 3 clusters Score -3760064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3760064.250000 Penalty: 5169.141602
	Iteration 37Q: 3 clusters Score -3760064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3760062.750000 Penalty: 5169.141602
	Iteration 38Q: 3 clusters Score -3760063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3760060.000000 Penalty: 5169.141602
	Iteration 39Q: 3 clusters Score -3760060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3760057.750000 Penalty: 5169.141602
	Iteration 40F: 3 clusters Score -3760058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3760059.750000 Penalty: 5169.141602
	Iteration 41Q: 3 clusters Score -3760060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3760050.000000 Penalty: 5169.141602
	Iteration 42Q: 3 clusters Score -3760050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3760055.500000 Penalty: 5169.141602
	Iteration 43Q: 3 clusters Score -3760056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3760051.500000 Penalty: 5169.141602
	Iteration 44Q: 3 clusters Score -3760052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3760050.000000 Penalty: 5169.141602
	Iteration 45Q: 3 clusters Score -3760050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3760051.750000 Penalty: 5169.141602
	Iteration 46Q: 3 clusters Score -3760052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3760057.500000 Penalty: 5169.141602
	Iteration 47Q: 3 clusters Score -3760058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3760054.250000 Penalty: 5169.141602
	Iteration 48Q: 3 clusters Score -3760054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3760053.500000 Penalty: 5169.141602
	Iteration 49Q: 3 clusters Score -3760054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3760053.500000 Penalty: 5169.141602
	Iteration 50F: 3 clusters Score -3760054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -95723.781250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -95723.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93949.734375 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -93949.73 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94305.679688 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -94305.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94482.023438 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -94482.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94582.835938 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -94582.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -94667.414062 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -94667.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94715.242188 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -94715.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94754.570312 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -94754.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94803.437500 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -94803.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -94845.390625 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -94845.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94888.687500 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -94888.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -94916.015625 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -94916.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -94932.320312 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -94932.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94947.914062 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -94947.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94962.195312 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -94962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -94983.578125 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -94983.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -95004.906250 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -95004.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -95011.648438 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -95011.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -95017.437500 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -95017.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -95022.554688 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -95022.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -95023.453125 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -95023.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -95024.007812 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -95024.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -95033.781250 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -95033.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -95033.781250 Penalty: 3365.090820
	Iteration 22F: 3 clusters Score -95033.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1437454.875000 Penalty: 2339.761963
	Iteration 0F: 2 clusters Score -1437455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1428119.875000 Penalty: 4679.523926
	Iteration 0F: 3 clusters Score -1428120 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1430948.625000 Penalty: 4679.523926
	Iteration 1F: 3 clusters Score -1430949 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1431336.500000 Penalty: 4679.523926
	Iteration 2F: 3 clusters Score -1431336 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1431661.125000 Penalty: 4679.523926
	Iteration 3F: 3 clusters Score -1431661 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1431924.000000 Penalty: 4679.523926
	Iteration 4Q: 3 clusters Score -1431924 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1432179.625000 Penalty: 4679.523926
	Iteration 5Q: 3 clusters Score -1432180 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1432431.375000 Penalty: 4679.523926
	Iteration 6Q: 3 clusters Score -1432431 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1432637.250000 Penalty: 4679.523926
	Iteration 7Q: 3 clusters Score -1432637 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1432829.375000 Penalty: 4679.523926
	Iteration 8Q: 3 clusters Score -1432829 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1433090.125000 Penalty: 4679.523926
	Iteration 9Q: 3 clusters Score -1433090 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1433338.625000 Penalty: 4679.523926
	Iteration 10Q: 3 clusters Score -1433339 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1433595.250000 Penalty: 4679.523926
	Iteration 11Q: 3 clusters Score -1433595 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1433863.000000 Penalty: 4679.523926
	Iteration 12Q: 3 clusters Score -1433863 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1434097.375000 Penalty: 4679.523926
	Iteration 13Q: 3 clusters Score -1434097 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1434308.000000 Penalty: 4679.523926
	Iteration 14Q: 3 clusters Score -1434308 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1434460.500000 Penalty: 4679.523926
	Iteration 15Q: 3 clusters Score -1434460 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1434581.000000 Penalty: 4679.523926
	Iteration 16Q: 3 clusters Score -1434581 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1434710.875000 Penalty: 4679.523926
	Iteration 17Q: 3 clusters Score -1434711 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1434824.250000 Penalty: 4679.523926
	Iteration 18Q: 3 clusters Score -1434824 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1434919.000000 Penalty: 4679.523926
	Iteration 19Q: 3 clusters Score -1434919 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1435010.000000 Penalty: 4679.523926
	Iteration 20F: 3 clusters Score -1435010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1435092.375000 Penalty: 4679.523926
	Iteration 21Q: 3 clusters Score -1435092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1435156.500000 Penalty: 4679.523926
	Iteration 22Q: 3 clusters Score -1435156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1435228.625000 Penalty: 4679.523926
	Iteration 23Q: 3 clusters Score -1435229 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1435280.750000 Penalty: 4679.523926
	Iteration 24Q: 3 clusters Score -1435281 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1435321.250000 Penalty: 4679.523926
	Iteration 25Q: 3 clusters Score -1435321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1435347.250000 Penalty: 4679.523926
	Iteration 26Q: 3 clusters Score -1435347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1435380.375000 Penalty: 4679.523926
	Iteration 27Q: 3 clusters Score -1435380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1435400.000000 Penalty: 4679.523926
	Iteration 28Q: 3 clusters Score -1435400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1435416.875000 Penalty: 4679.523926
	Iteration 29Q: 3 clusters Score -1435417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1435428.250000 Penalty: 4679.523926
	Iteration 30Q: 3 clusters Score -1435428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1435435.375000 Penalty: 4679.523926
	Iteration 31Q: 3 clusters Score -1435435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1435444.375000 Penalty: 4679.523926
	Iteration 32Q: 3 clusters Score -1435444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1435453.125000 Penalty: 4679.523926
	Iteration 33Q: 3 clusters Score -1435453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1435455.250000 Penalty: 4679.523926
	Iteration 34Q: 3 clusters Score -1435455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1435460.875000 Penalty: 4679.523926
	Iteration 35Q: 3 clusters Score -1435461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1435468.750000 Penalty: 4679.523926
	Iteration 36Q: 3 clusters Score -1435469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1435476.375000 Penalty: 4679.523926
	Iteration 37Q: 3 clusters Score -1435476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1435474.625000 Penalty: 4679.523926
	Iteration 38Q: 3 clusters Score -1435475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1435477.000000 Penalty: 4679.523926
	Iteration 39Q: 3 clusters Score -1435477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1435481.000000 Penalty: 4679.523926
	Iteration 40F: 3 clusters Score -1435481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1435488.750000 Penalty: 4679.523926
	Iteration 41Q: 3 clusters Score -1435489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1435490.625000 Penalty: 4679.523926
	Iteration 42Q: 3 clusters Score -1435491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1435495.500000 Penalty: 4679.523926
	Iteration 43Q: 3 clusters Score -1435496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1435499.500000 Penalty: 4679.523926
	Iteration 44Q: 3 clusters Score -1435500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1435506.625000 Penalty: 4679.523926
	Iteration 45Q: 3 clusters Score -1435507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1435514.125000 Penalty: 4679.523926
	Iteration 46Q: 3 clusters Score -1435514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1435521.375000 Penalty: 4679.523926
	Iteration 47Q: 3 clusters Score -1435521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1435529.000000 Penalty: 4679.523926
	Iteration 48Q: 3 clusters Score -1435529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1435538.000000 Penalty: 4679.523926
	Iteration 49Q: 3 clusters Score -1435538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1435541.250000 Penalty: 4679.523926
	Iteration 50Q: 3 clusters Score -1435541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1435546.125000 Penalty: 4679.523926
	Iteration 51Q: 3 clusters Score -1435546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1435554.250000 Penalty: 4679.523926
	Iteration 52Q: 3 clusters Score -1435554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1435560.000000 Penalty: 4679.523926
	Iteration 53Q: 3 clusters Score -1435560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1435562.000000 Penalty: 4679.523926
	Iteration 54Q: 3 clusters Score -1435562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1435568.625000 Penalty: 4679.523926
	Iteration 55Q: 3 clusters Score -1435569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1435571.750000 Penalty: 4679.523926
	Iteration 56Q: 3 clusters Score -1435572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1435576.750000 Penalty: 4679.523926
	Iteration 57Q: 3 clusters Score -1435577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1435580.250000 Penalty: 4679.523926
	Iteration 58Q: 3 clusters Score -1435580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1435582.375000 Penalty: 4679.523926
	Iteration 59Q: 3 clusters Score -1435582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1435591.375000 Penalty: 4679.523926
	Iteration 60F: 3 clusters Score -1435591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1435596.875000 Penalty: 4679.523926
	Iteration 61Q: 3 clusters Score -1435597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1435602.000000 Penalty: 4679.523926
	Iteration 62Q: 3 clusters Score -1435602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1435607.250000 Penalty: 4679.523926
	Iteration 63Q: 3 clusters Score -1435607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1435616.000000 Penalty: 4679.523926
	Iteration 64Q: 3 clusters Score -1435616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1435624.000000 Penalty: 4679.523926
	Iteration 65Q: 3 clusters Score -1435624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1435625.750000 Penalty: 4679.523926
	Iteration 66Q: 3 clusters Score -1435626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1435634.500000 Penalty: 4679.523926
	Iteration 67Q: 3 clusters Score -1435634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1435644.000000 Penalty: 4679.523926
	Iteration 68Q: 3 clusters Score -1435644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1435650.250000 Penalty: 4679.523926
	Iteration 69Q: 3 clusters Score -1435650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1435652.250000 Penalty: 4679.523926
	Iteration 70Q: 3 clusters Score -1435652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1435654.000000 Penalty: 4679.523926
	Iteration 71Q: 3 clusters Score -1435654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1435656.625000 Penalty: 4679.523926
	Iteration 72Q: 3 clusters Score -1435657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1435662.125000 Penalty: 4679.523926
	Iteration 73Q: 3 clusters Score -1435662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1435666.750000 Penalty: 4679.523926
	Iteration 74Q: 3 clusters Score -1435667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1435671.125000 Penalty: 4679.523926
	Iteration 75Q: 3 clusters Score -1435671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1435674.625000 Penalty: 4679.523926
	Iteration 76Q: 3 clusters Score -1435675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1435676.125000 Penalty: 4679.523926
	Iteration 77Q: 3 clusters Score -1435676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1435683.125000 Penalty: 4679.523926
	Iteration 78Q: 3 clusters Score -1435683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1435691.375000 Penalty: 4679.523926
	Iteration 79Q: 3 clusters Score -1435691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1435695.500000 Penalty: 4679.523926
	Iteration 80F: 3 clusters Score -1435696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1435704.750000 Penalty: 4679.523926
	Iteration 81Q: 3 clusters Score -1435705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1435711.875000 Penalty: 4679.523926
	Iteration 82Q: 3 clusters Score -1435712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1435712.625000 Penalty: 4679.523926
	Iteration 83Q: 3 clusters Score -1435713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1435721.750000 Penalty: 4679.523926
	Iteration 84Q: 3 clusters Score -1435722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1435720.375000 Penalty: 4679.523926
	Iteration 85Q: 3 clusters Score -1435720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1435718.125000 Penalty: 4679.523926
	Iteration 86Q: 3 clusters Score -1435718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1435721.000000 Penalty: 4679.523926
	Iteration 87Q: 3 clusters Score -1435721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1435723.375000 Penalty: 4679.523926
	Iteration 88Q: 3 clusters Score -1435723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1435726.375000 Penalty: 4679.523926
	Iteration 89Q: 3 clusters Score -1435726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1435728.000000 Penalty: 4679.523926
	Iteration 90Q: 3 clusters Score -1435728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1435730.500000 Penalty: 4679.523926
	Iteration 91Q: 3 clusters Score -1435730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1435730.500000 Penalty: 4679.523926
	Iteration 92F: 3 clusters Score -1435730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1038624.062500 Penalty: 2262.891846
	Iteration 0F: 2 clusters Score -1038624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1031451.187500 Penalty: 4525.783691
	Iteration 0F: 3 clusters Score -1031451 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1033631.687500 Penalty: 4525.783691
	Iteration 1F: 3 clusters Score -1033632 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1034067.312500 Penalty: 4525.783691
	Iteration 2F: 3 clusters Score -1034067 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1034433.625000 Penalty: 4525.783691
	Iteration 3F: 3 clusters Score -1034434 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1034759.937500 Penalty: 4525.783691
	Iteration 4F: 3 clusters Score -1034760 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1035060.812500 Penalty: 4525.783691
	Iteration 5F: 3 clusters Score -1035061 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1035358.312500 Penalty: 4525.783691
	Iteration 6Q: 3 clusters Score -1035358 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1035603.125000 Penalty: 4525.783691
	Iteration 7Q: 3 clusters Score -1035603 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1035799.187500 Penalty: 4525.783691
	Iteration 8Q: 3 clusters Score -1035799 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1035978.062500 Penalty: 4525.783691
	Iteration 9Q: 3 clusters Score -1035978 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1036126.750000 Penalty: 4525.783691
	Iteration 10Q: 3 clusters Score -1036127 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1036273.937500 Penalty: 4525.783691
	Iteration 11Q: 3 clusters Score -1036274 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1036403.875000 Penalty: 4525.783691
	Iteration 12Q: 3 clusters Score -1036404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1036510.812500 Penalty: 4525.783691
	Iteration 13Q: 3 clusters Score -1036511 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1036571.562500 Penalty: 4525.783691
	Iteration 14Q: 3 clusters Score -1036572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1036618.437500 Penalty: 4525.783691
	Iteration 15Q: 3 clusters Score -1036618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1036657.187500 Penalty: 4525.783691
	Iteration 16Q: 3 clusters Score -1036657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1036683.000000 Penalty: 4525.783691
	Iteration 17Q: 3 clusters Score -1036683 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1036711.937500 Penalty: 4525.783691
	Iteration 18Q: 3 clusters Score -1036712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1036740.937500 Penalty: 4525.783691
	Iteration 19Q: 3 clusters Score -1036741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1036756.375000 Penalty: 4525.783691
	Iteration 20F: 3 clusters Score -1036756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1036776.750000 Penalty: 4525.783691
	Iteration 21Q: 3 clusters Score -1036777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1036790.375000 Penalty: 4525.783691
	Iteration 22Q: 3 clusters Score -1036790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1036805.875000 Penalty: 4525.783691
	Iteration 23Q: 3 clusters Score -1036806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1036809.875000 Penalty: 4525.783691
	Iteration 24Q: 3 clusters Score -1036810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1036812.125000 Penalty: 4525.783691
	Iteration 25Q: 3 clusters Score -1036812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1036815.312500 Penalty: 4525.783691
	Iteration 26Q: 3 clusters Score -1036815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1036817.875000 Penalty: 4525.783691
	Iteration 27Q: 3 clusters Score -1036818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1036821.937500 Penalty: 4525.783691
	Iteration 28Q: 3 clusters Score -1036822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1036826.437500 Penalty: 4525.783691
	Iteration 29Q: 3 clusters Score -1036826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1036831.875000 Penalty: 4525.783691
	Iteration 30Q: 3 clusters Score -1036832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1036833.750000 Penalty: 4525.783691
	Iteration 31Q: 3 clusters Score -1036834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1036839.812500 Penalty: 4525.783691
	Iteration 32Q: 3 clusters Score -1036840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1036842.125000 Penalty: 4525.783691
	Iteration 33Q: 3 clusters Score -1036842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1036843.125000 Penalty: 4525.783691
	Iteration 34Q: 3 clusters Score -1036843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1036847.062500 Penalty: 4525.783691
	Iteration 35Q: 3 clusters Score -1036847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1036849.625000 Penalty: 4525.783691
	Iteration 36Q: 3 clusters Score -1036850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1036850.187500 Penalty: 4525.783691
	Iteration 37Q: 3 clusters Score -1036850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1036848.750000 Penalty: 4525.783691
	Iteration 38Q: 3 clusters Score -1036849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1036848.750000 Penalty: 4525.783691
	Iteration 39F: 3 clusters Score -1036849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -71348.789062 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -71348.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69746.296875 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -69746.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70032.656250 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -70032.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70136.156250 Penalty: 3222.400391
	Iteration 2Q: 3 clusters Score -70136.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70184.039062 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -70184.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70237.468750 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -70237.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70284.117188 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -70284.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70303.187500 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -70303.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70313.726562 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -70313.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70318.234375 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -70318.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70319.890625 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -70319.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70320.476562 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -70320.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70320.476562 Penalty: 3222.400391
	Iteration 11F: 3 clusters Score -70320.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -76072.726562 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -76072.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74376.328125 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -74376.33 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74620.835938 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -74620.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74687.132812 Penalty: 3276.898682
	Iteration 2Q: 3 clusters Score -74687.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74722.718750 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -74722.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74750.054688 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -74750.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74762.132812 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -74762.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74770.851562 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -74770.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74785.007812 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -74785.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74787.953125 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -74787.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74792.960938 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -74792.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74795.789062 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -74795.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74802.117188 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -74802.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74805.078125 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -74805.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74805.078125 Penalty: 3276.898682
	Iteration 13F: 3 clusters Score -74805.08 nChanged 0
--- Evaluating fit on full set of 5355296 points ---
Entering Unmasked Estep 
Score: -638926400.000000 Penalty: 153696.468750
21->41 Clusters: Score -638926400.000000, best is -638937920.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1785098 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 85318 members 
Mstep: Class 3 contains 85697 members 
Mstep: Class 4 contains 84797 members 
Mstep: Class 5 contains 84792 members 
Mstep: Class 6 contains 85196 members 
Mstep: Class 7 contains 85200 members 
Mstep: Class 8 contains 84346 members 
Mstep: Class 9 contains 84690 members 
Mstep: Class 10 contains 85127 members 
Mstep: Class 11 contains 85235 members 
Mstep: Class 12 contains 84924 members 
Mstep: Class 13 contains 84790 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 85227 members 
Mstep: Class 16 contains 85012 members 
Mstep: Class 17 contains 84718 members 
Mstep: Class 18 contains 84752 members 
Mstep: Class 19 contains 84728 members 
Mstep: Class 20 contains 84884 members 
Mstep: Class 21 contains 85106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 881.273987 but Gain 3569.953125
Score: -196701744.000000 Penalty: 71399.125000
Iteration 0F: 21 clusters Score -1.967017e+08 nChanged 1692343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2571 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 113099 members 
Mstep: Class 3 contains 150133 members 
Mstep: Class 4 contains 95411 members 
Mstep: Class 5 contains 58467 members 
Mstep: Class 6 contains 57867 members 
Mstep: Class 7 contains 80789 members 
Mstep: Class 8 contains 231553 members 
Mstep: Class 10 contains 83516 members 
Mstep: Class 11 contains 48917 members 
Mstep: Class 12 contains 28177 members 
Mstep: Class 13 contains 74151 members 
Mstep: Class 14 contains 86652 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 177423 members 
Mstep: Class 17 contains 47991 members 
Mstep: Class 18 contains 42710 members 
Mstep: Class 19 contains 75649 members 
Mstep: Class 20 contains 167630 members 
Mstep: Class 21 contains 52031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -201358384.000000 Penalty: 71399.125000
Iteration 1F: 21 clusters Score -2.013584e+08 nChanged 683118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2109 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 95553 members 
Mstep: Class 3 contains 150796 members 
Mstep: Class 4 contains 104668 members 
Mstep: Class 5 contains 53044 members 
Mstep: Class 6 contains 69011 members 
Mstep: Class 7 contains 56462 members 
Mstep: Class 8 contains 252593 members 
Mstep: Class 10 contains 110477 members 
Mstep: Class 11 contains 36485 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 76273 members 
Mstep: Class 14 contains 76266 members 
Mstep: Class 15 contains 35472 members 
Mstep: Class 16 contains 182620 members 
Mstep: Class 17 contains 49425 members 
Mstep: Class 18 contains 34809 members 
Mstep: Class 19 contains 63262 members 
Mstep: Class 20 contains 198401 members 
Mstep: Class 21 contains 78393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -202819760.000000 Penalty: 71399.125000
Iteration 2F: 21 clusters Score -2.028198e+08 nChanged 534585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1005 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 88747 members 
Mstep: Class 3 contains 120595 members 
Mstep: Class 4 contains 113590 members 
Mstep: Class 5 contains 52184 members 
Mstep: Class 6 contains 89399 members 
Mstep: Class 7 contains 42731 members 
Mstep: Class 8 contains 260021 members 
Mstep: Class 10 contains 145037 members 
Mstep: Class 11 contains 24471 members 
Mstep: Class 12 contains 17633 members 
Mstep: Class 13 contains 84022 members 
Mstep: Class 14 contains 66034 members 
Mstep: Class 15 contains 22028 members 
Mstep: Class 16 contains 168180 members 
Mstep: Class 17 contains 55151 members 
Mstep: Class 18 contains 25353 members 
Mstep: Class 19 contains 57540 members 
Mstep: Class 20 contains 184037 members 
Mstep: Class 21 contains 126848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -203734576.000000 Penalty: 71399.125000
Iteration 3F: 21 clusters Score -2.037346e+08 nChanged 404091
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 91558 members 
Mstep: Class 3 contains 92491 members 
Mstep: Class 4 contains 106935 members 
Mstep: Class 5 contains 49379 members 
Mstep: Class 6 contains 104959 members 
Mstep: Class 7 contains 34542 members 
Mstep: Class 8 contains 247484 members 
Mstep: Class 10 contains 174744 members 
Mstep: Class 11 contains 16839 members 
Mstep: Class 12 contains 8995 members 
Mstep: Class 13 contains 94168 members 
Mstep: Class 14 contains 65672 members 
Mstep: Class 15 contains 10249 members 
Mstep: Class 16 contains 161638 members 
Mstep: Class 17 contains 68319 members 
Mstep: Class 18 contains 16860 members 
Mstep: Class 19 contains 55726 members 
Mstep: Class 20 contains 164917 members 
Mstep: Class 21 contains 173949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204279056.000000 Penalty: 71399.125000
Iteration 4F: 21 clusters Score -2.042791e+08 nChanged 300717
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 102761 members 
Mstep: Class 3 contains 74246 members 
Mstep: Class 4 contains 89617 members 
Mstep: Class 5 contains 43670 members 
Mstep: Class 6 contains 110973 members 
Mstep: Class 7 contains 30899 members 
Mstep: Class 8 contains 220276 members 
Mstep: Class 10 contains 194380 members 
Mstep: Class 11 contains 12970 members 
Mstep: Class 12 contains 3598 members 
Mstep: Class 13 contains 102408 members 
Mstep: Class 14 contains 67900 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 16 contains 160728 members 
Mstep: Class 17 contains 80381 members 
Mstep: Class 18 contains 13251 members 
Mstep: Class 19 contains 54606 members 
Mstep: Class 20 contains 159425 members 
Mstep: Class 21 contains 208352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204600160.000000 Penalty: 71399.125000
Iteration 5F: 21 clusters Score -2.046002e+08 nChanged 222407
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 118733 members 
Mstep: Class 3 contains 62213 members 
Mstep: Class 4 contains 75702 members 
Mstep: Class 5 contains 37217 members 
Mstep: Class 6 contains 110451 members 
Mstep: Class 7 contains 29626 members 
Mstep: Class 8 contains 194366 members 
Mstep: Class 10 contains 203164 members 
Mstep: Class 11 contains 11516 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 107410 members 
Mstep: Class 14 contains 67988 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 161589 members 
Mstep: Class 17 contains 85919 members 
Mstep: Class 18 contains 10658 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 165218 members 
Mstep: Class 21 contains 229674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204773120.000000 Penalty: 71399.125000
Iteration 6F: 21 clusters Score -2.047731e+08 nChanged 166680
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 135436 members 
Mstep: Class 3 contains 53060 members 
Mstep: Class 4 contains 68263 members 
Mstep: Class 5 contains 31887 members 
Mstep: Class 6 contains 106759 members 
Mstep: Class 7 contains 29460 members 
Mstep: Class 8 contains 173136 members 
Mstep: Class 10 contains 205175 members 
Mstep: Class 11 contains 11242 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 109749 members 
Mstep: Class 14 contains 66610 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 163335 members 
Mstep: Class 17 contains 88478 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 52431 members 
Mstep: Class 20 contains 176128 members 
Mstep: Class 21 contains 242104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204866704.000000 Penalty: 71399.125000
Iteration 7F: 21 clusters Score -2.048667e+08 nChanged 128215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 151372 members 
Mstep: Class 3 contains 45841 members 
Mstep: Class 4 contains 64424 members 
Mstep: Class 5 contains 27833 members 
Mstep: Class 6 contains 102013 members 
Mstep: Class 7 contains 29891 members 
Mstep: Class 8 contains 156179 members 
Mstep: Class 10 contains 204991 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 112352 members 
Mstep: Class 14 contains 65019 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 165276 members 
Mstep: Class 17 contains 89533 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 51511 members 
Mstep: Class 20 contains 185997 members 
Mstep: Class 21 contains 249248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204924944.000000 Penalty: 71399.125000
Iteration 8F: 21 clusters Score -2.049249e+08 nChanged 102752
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 166678 members 
Mstep: Class 3 contains 39648 members 
Mstep: Class 4 contains 62334 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 96804 members 
Mstep: Class 7 contains 30692 members 
Mstep: Class 8 contains 142737 members 
Mstep: Class 10 contains 204160 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 1630 members 
Mstep: Class 13 contains 116281 members 
Mstep: Class 14 contains 64259 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 167386 members 
Mstep: Class 17 contains 89914 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 50618 members 
Mstep: Class 20 contains 192436 members 
Mstep: Class 21 contains 252751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204963584.000000 Penalty: 71399.125000
Iteration 9F: 21 clusters Score -2.049636e+08 nChanged 86070
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 181415 members 
Mstep: Class 3 contains 34450 members 
Mstep: Class 4 contains 61087 members 
Mstep: Class 5 contains 22438 members 
Mstep: Class 6 contains 91420 members 
Mstep: Class 7 contains 31961 members 
Mstep: Class 8 contains 132309 members 
Mstep: Class 10 contains 203203 members 
Mstep: Class 11 contains 12317 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 121304 members 
Mstep: Class 14 contains 64149 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 169568 members 
Mstep: Class 17 contains 89907 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 19 contains 49833 members 
Mstep: Class 20 contains 195303 members 
Mstep: Class 21 contains 253518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204994176.000000 Penalty: 71399.125000
Iteration 10Q: 21 clusters Score -2.049942e+08 nChanged 74054
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 194261 members 
Mstep: Class 3 contains 30334 members 
Mstep: Class 4 contains 60288 members 
Mstep: Class 5 contains 20699 members 
Mstep: Class 6 contains 86101 members 
Mstep: Class 7 contains 33452 members 
Mstep: Class 8 contains 125048 members 
Mstep: Class 10 contains 202328 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 127151 members 
Mstep: Class 14 contains 64424 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 171856 members 
Mstep: Class 17 contains 89763 members 
Mstep: Class 18 contains 7001 members 
Mstep: Class 19 contains 49044 members 
Mstep: Class 20 contains 195626 members 
Mstep: Class 21 contains 252013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205018064.000000 Penalty: 71399.125000
Iteration 11Q: 21 clusters Score -2.050181e+08 nChanged 64598
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 204393 members 
Mstep: Class 3 contains 27604 members 
Mstep: Class 4 contains 59621 members 
Mstep: Class 5 contains 19616 members 
Mstep: Class 6 contains 81043 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 121228 members 
Mstep: Class 10 contains 201522 members 
Mstep: Class 11 contains 12699 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 133294 members 
Mstep: Class 14 contains 64897 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 174330 members 
Mstep: Class 17 contains 89510 members 
Mstep: Class 18 contains 6934 members 
Mstep: Class 19 contains 48190 members 
Mstep: Class 20 contains 194186 members 
Mstep: Class 21 contains 248555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205038224.000000 Penalty: 71399.125000
Iteration 12Q: 21 clusters Score -2.050382e+08 nChanged 58147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 211869 members 
Mstep: Class 3 contains 25910 members 
Mstep: Class 4 contains 58967 members 
Mstep: Class 5 contains 18965 members 
Mstep: Class 6 contains 76394 members 
Mstep: Class 7 contains 36486 members 
Mstep: Class 8 contains 120913 members 
Mstep: Class 10 contains 200704 members 
Mstep: Class 11 contains 12707 members 
Mstep: Class 12 contains 1485 members 
Mstep: Class 13 contains 139743 members 
Mstep: Class 14 contains 65225 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 177032 members 
Mstep: Class 17 contains 89292 members 
Mstep: Class 18 contains 6846 members 
Mstep: Class 19 contains 47221 members 
Mstep: Class 20 contains 191510 members 
Mstep: Class 21 contains 243289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205056384.000000 Penalty: 71399.125000
Iteration 13Q: 21 clusters Score -2.050564e+08 nChanged 53807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 217193 members 
Mstep: Class 3 contains 25043 members 
Mstep: Class 4 contains 58353 members 
Mstep: Class 5 contains 18528 members 
Mstep: Class 6 contains 72176 members 
Mstep: Class 7 contains 37613 members 
Mstep: Class 8 contains 123501 members 
Mstep: Class 10 contains 199896 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1482 members 
Mstep: Class 13 contains 146332 members 
Mstep: Class 14 contains 65423 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 179945 members 
Mstep: Class 17 contains 89232 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 46089 members 
Mstep: Class 20 contains 188015 members 
Mstep: Class 21 contains 236594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205079088.000000 Penalty: 71399.125000
Iteration 14Q: 21 clusters Score -2.050791e+08 nChanged 50675
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 220754 members 
Mstep: Class 3 contains 24660 members 
Mstep: Class 4 contains 57525 members 
Mstep: Class 5 contains 18310 members 
Mstep: Class 6 contains 68361 members 
Mstep: Class 7 contains 38655 members 
Mstep: Class 8 contains 127999 members 
Mstep: Class 10 contains 199053 members 
Mstep: Class 11 contains 12683 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 153167 members 
Mstep: Class 14 contains 65511 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 182734 members 
Mstep: Class 17 contains 89328 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 44904 members 
Mstep: Class 20 contains 183905 members 
Mstep: Class 21 contains 229361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205102272.000000 Penalty: 71399.125000
Iteration 15Q: 21 clusters Score -2.051023e+08 nChanged 48821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 222633 members 
Mstep: Class 3 contains 24613 members 
Mstep: Class 4 contains 56517 members 
Mstep: Class 5 contains 18175 members 
Mstep: Class 6 contains 64971 members 
Mstep: Class 7 contains 39653 members 
Mstep: Class 8 contains 133807 members 
Mstep: Class 10 contains 198285 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 160136 members 
Mstep: Class 14 contains 65788 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 185506 members 
Mstep: Class 17 contains 89528 members 
Mstep: Class 18 contains 6523 members 
Mstep: Class 19 contains 43558 members 
Mstep: Class 20 contains 179073 members 
Mstep: Class 21 contains 222193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205128496.000000 Penalty: 71399.125000
Iteration 16Q: 21 clusters Score -2.051285e+08 nChanged 46822
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 222865 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 55237 members 
Mstep: Class 5 contains 18106 members 
Mstep: Class 6 contains 62324 members 
Mstep: Class 7 contains 40441 members 
Mstep: Class 8 contains 139759 members 
Mstep: Class 10 contains 197463 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 166905 members 
Mstep: Class 14 contains 66113 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 188328 members 
Mstep: Class 17 contains 89963 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 42100 members 
Mstep: Class 20 contains 174069 members 
Mstep: Class 21 contains 216120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205152080.000000 Penalty: 71399.125000
Iteration 17Q: 21 clusters Score -2.051521e+08 nChanged 44137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 221848 members 
Mstep: Class 3 contains 25061 members 
Mstep: Class 4 contains 53701 members 
Mstep: Class 5 contains 18055 members 
Mstep: Class 6 contains 60396 members 
Mstep: Class 7 contains 40945 members 
Mstep: Class 8 contains 144820 members 
Mstep: Class 10 contains 196647 members 
Mstep: Class 11 contains 12783 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 173149 members 
Mstep: Class 14 contains 66333 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 191210 members 
Mstep: Class 17 contains 90659 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 19 contains 40610 members 
Mstep: Class 20 contains 169299 members 
Mstep: Class 21 contains 211829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205173008.000000 Penalty: 71399.125000
Iteration 18Q: 21 clusters Score -2.05173e+08 nChanged 41122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 219765 members 
Mstep: Class 3 contains 25392 members 
Mstep: Class 4 contains 51996 members 
Mstep: Class 5 contains 18039 members 
Mstep: Class 6 contains 58979 members 
Mstep: Class 7 contains 41356 members 
Mstep: Class 8 contains 148566 members 
Mstep: Class 10 contains 195860 members 
Mstep: Class 11 contains 13030 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 178450 members 
Mstep: Class 14 contains 66288 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 194253 members 
Mstep: Class 17 contains 91545 members 
Mstep: Class 18 contains 6244 members 
Mstep: Class 19 contains 39067 members 
Mstep: Class 20 contains 165448 members 
Mstep: Class 21 contains 209389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205191216.000000 Penalty: 71399.125000
Iteration 19Q: 21 clusters Score -2.051912e+08 nChanged 37451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 217088 members 
Mstep: Class 3 contains 25666 members 
Mstep: Class 4 contains 50183 members 
Mstep: Class 5 contains 18019 members 
Mstep: Class 6 contains 57984 members 
Mstep: Class 7 contains 41525 members 
Mstep: Class 8 contains 151100 members 
Mstep: Class 10 contains 195121 members 
Mstep: Class 11 contains 13450 members 
Mstep: Class 12 contains 1483 members 
Mstep: Class 13 contains 182401 members 
Mstep: Class 14 contains 66209 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 197315 members 
Mstep: Class 17 contains 92652 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 162668 members 
Mstep: Class 21 contains 208547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205204928.000000 Penalty: 71399.125000
Iteration 20F: 21 clusters Score -2.052049e+08 nChanged 34783
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 214251 members 
Mstep: Class 3 contains 26039 members 
Mstep: Class 4 contains 48370 members 
Mstep: Class 5 contains 18027 members 
Mstep: Class 6 contains 57199 members 
Mstep: Class 7 contains 41506 members 
Mstep: Class 8 contains 152645 members 
Mstep: Class 10 contains 194395 members 
Mstep: Class 11 contains 14004 members 
Mstep: Class 12 contains 1485 members 
Mstep: Class 13 contains 184920 members 
Mstep: Class 14 contains 66080 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 200300 members 
Mstep: Class 17 contains 94069 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 36284 members 
Mstep: Class 20 contains 161029 members 
Mstep: Class 21 contains 208580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205217392.000000 Penalty: 71399.125000
Iteration 21Q: 21 clusters Score -2.052174e+08 nChanged 32466
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 211632 members 
Mstep: Class 3 contains 26501 members 
Mstep: Class 4 contains 46656 members 
Mstep: Class 5 contains 18081 members 
Mstep: Class 6 contains 56643 members 
Mstep: Class 7 contains 41378 members 
Mstep: Class 8 contains 153470 members 
Mstep: Class 10 contains 193746 members 
Mstep: Class 11 contains 14630 members 
Mstep: Class 12 contains 1485 members 
Mstep: Class 13 contains 186084 members 
Mstep: Class 14 contains 65929 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 202729 members 
Mstep: Class 17 contains 95849 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 35049 members 
Mstep: Class 20 contains 160285 members 
Mstep: Class 21 contains 209167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205228160.000000 Penalty: 71399.125000
Iteration 22Q: 21 clusters Score -2.052282e+08 nChanged 30355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 209414 members 
Mstep: Class 3 contains 26945 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 18157 members 
Mstep: Class 6 contains 56177 members 
Mstep: Class 7 contains 41125 members 
Mstep: Class 8 contains 153796 members 
Mstep: Class 10 contains 193299 members 
Mstep: Class 11 contains 15238 members 
Mstep: Class 12 contains 1486 members 
Mstep: Class 13 contains 186293 members 
Mstep: Class 14 contains 65872 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 204308 members 
Mstep: Class 17 contains 98008 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 19 contains 33849 members 
Mstep: Class 20 contains 160275 members 
Mstep: Class 21 contains 210123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205237936.000000 Penalty: 71399.125000
Iteration 23Q: 21 clusters Score -2.052379e+08 nChanged 28323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 207799 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 43358 members 
Mstep: Class 5 contains 18221 members 
Mstep: Class 6 contains 55838 members 
Mstep: Class 7 contains 40800 members 
Mstep: Class 8 contains 153780 members 
Mstep: Class 10 contains 192975 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 185513 members 
Mstep: Class 14 contains 65918 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 204839 members 
Mstep: Class 17 contains 100665 members 
Mstep: Class 18 contains 6526 members 
Mstep: Class 19 contains 32767 members 
Mstep: Class 20 contains 160910 members 
Mstep: Class 21 contains 211231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205244384.000000 Penalty: 71399.125000
Iteration 24Q: 21 clusters Score -2.052444e+08 nChanged 26682
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 206560 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 41860 members 
Mstep: Class 5 contains 18295 members 
Mstep: Class 6 contains 55570 members 
Mstep: Class 7 contains 40391 members 
Mstep: Class 8 contains 153303 members 
Mstep: Class 10 contains 192763 members 
Mstep: Class 11 contains 16205 members 
Mstep: Class 12 contains 1492 members 
Mstep: Class 13 contains 184343 members 
Mstep: Class 14 contains 66108 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 204082 members 
Mstep: Class 17 contains 104079 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 31660 members 
Mstep: Class 20 contains 161885 members 
Mstep: Class 21 contains 212587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205250096.000000 Penalty: 71399.125000
Iteration 25Q: 21 clusters Score -2.052501e+08 nChanged 25321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 205780 members 
Mstep: Class 3 contains 28402 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 18327 members 
Mstep: Class 6 contains 55335 members 
Mstep: Class 7 contains 40032 members 
Mstep: Class 8 contains 152645 members 
Mstep: Class 10 contains 192631 members 
Mstep: Class 11 contains 16626 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 182792 members 
Mstep: Class 14 contains 66570 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 202171 members 
Mstep: Class 17 contains 108088 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 19 contains 30634 members 
Mstep: Class 20 contains 162977 members 
Mstep: Class 21 contains 214076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205256256.000000 Penalty: 71399.125000
Iteration 26Q: 21 clusters Score -2.052563e+08 nChanged 24393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 205413 members 
Mstep: Class 3 contains 28800 members 
Mstep: Class 4 contains 39268 members 
Mstep: Class 5 contains 18384 members 
Mstep: Class 6 contains 55085 members 
Mstep: Class 7 contains 39671 members 
Mstep: Class 8 contains 151712 members 
Mstep: Class 10 contains 192577 members 
Mstep: Class 11 contains 17002 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 181086 members 
Mstep: Class 14 contains 67179 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 199170 members 
Mstep: Class 17 contains 112705 members 
Mstep: Class 18 contains 7495 members 
Mstep: Class 19 contains 29723 members 
Mstep: Class 20 contains 164145 members 
Mstep: Class 21 contains 215730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205260576.000000 Penalty: 71399.125000
Iteration 27Q: 21 clusters Score -2.052606e+08 nChanged 23759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 205470 members 
Mstep: Class 3 contains 29168 members 
Mstep: Class 4 contains 38169 members 
Mstep: Class 5 contains 18416 members 
Mstep: Class 6 contains 54825 members 
Mstep: Class 7 contains 39294 members 
Mstep: Class 8 contains 150633 members 
Mstep: Class 10 contains 192567 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 179283 members 
Mstep: Class 14 contains 67893 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 195094 members 
Mstep: Class 17 contains 117945 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 28972 members 
Mstep: Class 20 contains 165225 members 
Mstep: Class 21 contains 217448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205266032.000000 Penalty: 71399.125000
Iteration 28Q: 21 clusters Score -2.05266e+08 nChanged 23250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 205754 members 
Mstep: Class 3 contains 29484 members 
Mstep: Class 4 contains 37145 members 
Mstep: Class 5 contains 18430 members 
Mstep: Class 6 contains 54577 members 
Mstep: Class 7 contains 38951 members 
Mstep: Class 8 contains 149510 members 
Mstep: Class 10 contains 192632 members 
Mstep: Class 11 contains 17587 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 177377 members 
Mstep: Class 14 contains 68740 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 190268 members 
Mstep: Class 17 contains 123652 members 
Mstep: Class 18 contains 8244 members 
Mstep: Class 19 contains 28332 members 
Mstep: Class 20 contains 166135 members 
Mstep: Class 21 contains 219229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205271568.000000 Penalty: 71399.125000
Iteration 29Q: 21 clusters Score -2.052716e+08 nChanged 22953
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 206159 members 
Mstep: Class 3 contains 29759 members 
Mstep: Class 4 contains 36214 members 
Mstep: Class 5 contains 18422 members 
Mstep: Class 6 contains 54310 members 
Mstep: Class 7 contains 38568 members 
Mstep: Class 8 contains 148273 members 
Mstep: Class 10 contains 192711 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 175562 members 
Mstep: Class 14 contains 69685 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 184894 members 
Mstep: Class 17 contains 129703 members 
Mstep: Class 18 contains 8719 members 
Mstep: Class 19 contains 27749 members 
Mstep: Class 20 contains 166982 members 
Mstep: Class 21 contains 221021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205278304.000000 Penalty: 71399.125000
Iteration 30Q: 21 clusters Score -2.052783e+08 nChanged 22374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 206587 members 
Mstep: Class 3 contains 30016 members 
Mstep: Class 4 contains 35377 members 
Mstep: Class 5 contains 18414 members 
Mstep: Class 6 contains 54077 members 
Mstep: Class 7 contains 38202 members 
Mstep: Class 8 contains 146902 members 
Mstep: Class 10 contains 192788 members 
Mstep: Class 11 contains 17946 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 173923 members 
Mstep: Class 14 contains 70741 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 179342 members 
Mstep: Class 17 contains 135902 members 
Mstep: Class 18 contains 9241 members 
Mstep: Class 19 contains 27236 members 
Mstep: Class 20 contains 167472 members 
Mstep: Class 21 contains 222851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205284032.000000 Penalty: 71399.125000
Iteration 31Q: 21 clusters Score -2.05284e+08 nChanged 21848
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 207164 members 
Mstep: Class 3 contains 30248 members 
Mstep: Class 4 contains 34598 members 
Mstep: Class 5 contains 18414 members 
Mstep: Class 6 contains 53860 members 
Mstep: Class 7 contains 37908 members 
Mstep: Class 8 contains 145430 members 
Mstep: Class 10 contains 192894 members 
Mstep: Class 11 contains 18085 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 172347 members 
Mstep: Class 14 contains 71884 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 173747 members 
Mstep: Class 17 contains 142045 members 
Mstep: Class 18 contains 9880 members 
Mstep: Class 19 contains 26760 members 
Mstep: Class 20 contains 167628 members 
Mstep: Class 21 contains 224738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205291328.000000 Penalty: 71399.125000
Iteration 32Q: 21 clusters Score -2.052913e+08 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 207751 members 
Mstep: Class 3 contains 30448 members 
Mstep: Class 4 contains 33924 members 
Mstep: Class 5 contains 18408 members 
Mstep: Class 6 contains 53653 members 
Mstep: Class 7 contains 37667 members 
Mstep: Class 8 contains 143841 members 
Mstep: Class 10 contains 193060 members 
Mstep: Class 11 contains 18196 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 170832 members 
Mstep: Class 14 contains 73130 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 168593 members 
Mstep: Class 17 contains 147842 members 
Mstep: Class 18 contains 10607 members 
Mstep: Class 19 contains 26347 members 
Mstep: Class 20 contains 167483 members 
Mstep: Class 21 contains 226508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205299392.000000 Penalty: 71399.125000
Iteration 33Q: 21 clusters Score -2.052994e+08 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 208374 members 
Mstep: Class 3 contains 30614 members 
Mstep: Class 4 contains 33317 members 
Mstep: Class 5 contains 18377 members 
Mstep: Class 6 contains 53475 members 
Mstep: Class 7 contains 37445 members 
Mstep: Class 8 contains 142271 members 
Mstep: Class 10 contains 193177 members 
Mstep: Class 11 contains 18299 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 169449 members 
Mstep: Class 14 contains 74412 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 163974 members 
Mstep: Class 17 contains 153417 members 
Mstep: Class 18 contains 11371 members 
Mstep: Class 19 contains 25968 members 
Mstep: Class 20 contains 167131 members 
Mstep: Class 21 contains 228024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205306384.000000 Penalty: 71399.125000
Iteration 34Q: 21 clusters Score -2.053064e+08 nChanged 18927
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 209043 members 
Mstep: Class 3 contains 30759 members 
Mstep: Class 4 contains 32832 members 
Mstep: Class 5 contains 18363 members 
Mstep: Class 6 contains 53308 members 
Mstep: Class 7 contains 37253 members 
Mstep: Class 8 contains 140736 members 
Mstep: Class 10 contains 193314 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 168062 members 
Mstep: Class 14 contains 75667 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 159832 members 
Mstep: Class 17 contains 158686 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 25600 members 
Mstep: Class 20 contains 166661 members 
Mstep: Class 21 contains 229320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205311008.000000 Penalty: 71399.125000
Iteration 35Q: 21 clusters Score -2.05311e+08 nChanged 18071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 209688 members 
Mstep: Class 3 contains 30884 members 
Mstep: Class 4 contains 32428 members 
Mstep: Class 5 contains 18341 members 
Mstep: Class 6 contains 53151 members 
Mstep: Class 7 contains 37065 members 
Mstep: Class 8 contains 139210 members 
Mstep: Class 10 contains 193484 members 
Mstep: Class 11 contains 18356 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 166878 members 
Mstep: Class 14 contains 76903 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 156079 members 
Mstep: Class 17 contains 163850 members 
Mstep: Class 18 contains 12869 members 
Mstep: Class 19 contains 25304 members 
Mstep: Class 20 contains 165965 members 
Mstep: Class 21 contains 230367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205316208.000000 Penalty: 71399.125000
Iteration 36Q: 21 clusters Score -2.053162e+08 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 210235 members 
Mstep: Class 3 contains 30980 members 
Mstep: Class 4 contains 32050 members 
Mstep: Class 5 contains 18331 members 
Mstep: Class 6 contains 53026 members 
Mstep: Class 7 contains 36935 members 
Mstep: Class 8 contains 137790 members 
Mstep: Class 10 contains 193616 members 
Mstep: Class 11 contains 18361 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 165734 members 
Mstep: Class 14 contains 78105 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 152921 members 
Mstep: Class 17 contains 168447 members 
Mstep: Class 18 contains 13583 members 
Mstep: Class 19 contains 25057 members 
Mstep: Class 20 contains 165196 members 
Mstep: Class 21 contains 231322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205320992.000000 Penalty: 71399.125000
Iteration 37Q: 21 clusters Score -2.05321e+08 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 210776 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 4 contains 31679 members 
Mstep: Class 5 contains 18334 members 
Mstep: Class 6 contains 52890 members 
Mstep: Class 7 contains 36867 members 
Mstep: Class 8 contains 136416 members 
Mstep: Class 10 contains 193730 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 164660 members 
Mstep: Class 14 contains 79227 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 150149 members 
Mstep: Class 17 contains 172803 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 24822 members 
Mstep: Class 20 contains 164277 members 
Mstep: Class 21 contains 232086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205324592.000000 Penalty: 71399.125000
Iteration 38Q: 21 clusters Score -2.053246e+08 nChanged 14576
Entering ConstructFrom: 
Score: -205324592.000000 Penalty: 71399.125000
Entering ConstructFrom: 
Trying to split cluster 1 (48763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Entering Unmasked Estep 
Score: -5373564.000000 Penalty: 2677.092285
	Iteration 0F: 2 clusters Score -5373564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5340702.000000 Penalty: 5354.184570
	Iteration 0F: 3 clusters Score -5340702 nChanged 22398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5354570.500000 Penalty: 5354.184570
	Iteration 1F: 3 clusters Score -5354570 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5356704.500000 Penalty: 5354.184570
	Iteration 2F: 3 clusters Score -5356704 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5359220.000000 Penalty: 5354.184570
	Iteration 3F: 3 clusters Score -5359220 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5361651.500000 Penalty: 5354.184570
	Iteration 4F: 3 clusters Score -5361652 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5363825.000000 Penalty: 5354.184570
	Iteration 5F: 3 clusters Score -5363825 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -5365572.000000 Penalty: 5354.184570
	Iteration 6F: 3 clusters Score -5365572 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -5367090.500000 Penalty: 5354.184570
	Iteration 7F: 3 clusters Score -5367090 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -5368453.000000 Penalty: 5354.184570
	Iteration 8Q: 3 clusters Score -5368453 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5369661.500000 Penalty: 5354.184570
	Iteration 9Q: 3 clusters Score -5369662 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -5370834.000000 Penalty: 5354.184570
	Iteration 10Q: 3 clusters Score -5370834 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -5371927.000000 Penalty: 5354.184570
	Iteration 11Q: 3 clusters Score -5371927 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5372751.500000 Penalty: 5354.184570
	Iteration 12Q: 3 clusters Score -5372752 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5373158.000000 Penalty: 5354.184570
	Iteration 13Q: 3 clusters Score -5373158 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5373502.000000 Penalty: 5354.184570
	Iteration 14Q: 3 clusters Score -5373502 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5373723.000000 Penalty: 5354.184570
	Iteration 15Q: 3 clusters Score -5373723 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5373820.000000 Penalty: 5354.184570
	Iteration 16Q: 3 clusters Score -5373820 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5373927.500000 Penalty: 5354.184570
	Iteration 17Q: 3 clusters Score -5373928 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5373994.500000 Penalty: 5354.184570
	Iteration 18Q: 3 clusters Score -5373994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5374026.000000 Penalty: 5354.184570
	Iteration 19Q: 3 clusters Score -5374026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5374078.000000 Penalty: 5354.184570
	Iteration 20F: 3 clusters Score -5374078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5374109.000000 Penalty: 5354.184570
	Iteration 21Q: 3 clusters Score -5374109 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5374133.500000 Penalty: 5354.184570
	Iteration 22Q: 3 clusters Score -5374134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5374131.000000 Penalty: 5354.184570
	Iteration 23Q: 3 clusters Score -5374131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5374158.000000 Penalty: 5354.184570
	Iteration 24Q: 3 clusters Score -5374158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5374178.000000 Penalty: 5354.184570
	Iteration 25Q: 3 clusters Score -5374178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5374188.500000 Penalty: 5354.184570
	Iteration 26Q: 3 clusters Score -5374188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5374195.000000 Penalty: 5354.184570
	Iteration 27Q: 3 clusters Score -5374195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5374196.500000 Penalty: 5354.184570
	Iteration 28Q: 3 clusters Score -5374196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5374198.000000 Penalty: 5354.184570
	Iteration 29Q: 3 clusters Score -5374198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5374195.500000 Penalty: 5354.184570
	Iteration 30Q: 3 clusters Score -5374196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5374195.500000 Penalty: 5354.184570
	Iteration 31Q: 3 clusters Score -5374196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5374193.000000 Penalty: 5354.184570
	Iteration 32Q: 3 clusters Score -5374193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5374193.000000 Penalty: 5354.184570
	Iteration 33F: 3 clusters Score -5374193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 211315 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 52780 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 193797 members 
Mstep: Class 11 contains 18538 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Entering Unmasked Estep 
Score: -205325392.000000 Penalty: 74969.078125
Splitting cluster 1 changes total score from -205324592.000000 to -205325392.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (211315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211315 members 
Entering Unmasked Estep 
Score: -24889946.000000 Penalty: 3040.754150
	Iteration 0F: 2 clusters Score -2.488995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -24759860.000000 Penalty: 6081.508301
	Iteration 0F: 3 clusters Score -2.475986e+07 nChanged 101850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 107003 members 
Entering Unmasked Estep 
Score: -24821224.000000 Penalty: 6081.508301
	Iteration 1F: 3 clusters Score -2.482122e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -24823890.000000 Penalty: 6081.508301
	Iteration 2Q: 3 clusters Score -2.482389e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -24828074.000000 Penalty: 6081.508301
	Iteration 3Q: 3 clusters Score -2.482807e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -24834312.000000 Penalty: 6081.508301
	Iteration 4F: 3 clusters Score -2.483431e+07 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -24842332.000000 Penalty: 6081.508301
	Iteration 5F: 3 clusters Score -2.484233e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -24851862.000000 Penalty: 6081.508301
	Iteration 6F: 3 clusters Score -2.485186e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -24862476.000000 Penalty: 6081.508301
	Iteration 7F: 3 clusters Score -2.486248e+07 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 102703 members 
Entering Unmasked Estep 
Score: -24874400.000000 Penalty: 6081.508301
	Iteration 8F: 3 clusters Score -2.48744e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 101309 members 
Entering Unmasked Estep 
Score: -24884212.000000 Penalty: 6081.508301
	Iteration 9F: 3 clusters Score -2.488421e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -24891262.000000 Penalty: 6081.508301
	Iteration 10Q: 3 clusters Score -2.489126e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112580 members 
Mstep: Class 2 contains 98735 members 
Entering Unmasked Estep 
Score: -24895722.000000 Penalty: 6081.508301
	Iteration 11Q: 3 clusters Score -2.489572e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -24898574.000000 Penalty: 6081.508301
	Iteration 12Q: 3 clusters Score -2.489857e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -24899974.000000 Penalty: 6081.508301
	Iteration 13Q: 3 clusters Score -2.489997e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -24900694.000000 Penalty: 6081.508301
	Iteration 14Q: 3 clusters Score -2.490069e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116113 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -24901274.000000 Penalty: 6081.508301
	Iteration 15Q: 3 clusters Score -2.490127e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116687 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -24901606.000000 Penalty: 6081.508301
	Iteration 16Q: 3 clusters Score -2.490161e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -24901666.000000 Penalty: 6081.508301
	Iteration 17Q: 3 clusters Score -2.490167e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -24901716.000000 Penalty: 6081.508301
	Iteration 18Q: 3 clusters Score -2.490172e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118204 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -24901722.000000 Penalty: 6081.508301
	Iteration 19Q: 3 clusters Score -2.490172e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -24901764.000000 Penalty: 6081.508301
	Iteration 20F: 3 clusters Score -2.490176e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -24901800.000000 Penalty: 6081.508301
	Iteration 21Q: 3 clusters Score -2.49018e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119245 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -24901838.000000 Penalty: 6081.508301
	Iteration 22Q: 3 clusters Score -2.490184e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -24901858.000000 Penalty: 6081.508301
	Iteration 23Q: 3 clusters Score -2.490186e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -24901868.000000 Penalty: 6081.508301
	Iteration 24Q: 3 clusters Score -2.490187e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -24901876.000000 Penalty: 6081.508301
	Iteration 25Q: 3 clusters Score -2.490188e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -24901840.000000 Penalty: 6081.508301
	Iteration 26Q: 3 clusters Score -2.490184e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -24901840.000000 Penalty: 6081.508301
	Iteration 27Q: 3 clusters Score -2.490184e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120456 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -24901830.000000 Penalty: 6081.508301
	Iteration 28Q: 3 clusters Score -2.490183e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -24901828.000000 Penalty: 6081.508301
	Iteration 29Q: 3 clusters Score -2.490183e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -24901870.000000 Penalty: 6081.508301
	Iteration 30Q: 3 clusters Score -2.490187e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -24901914.000000 Penalty: 6081.508301
	Iteration 31Q: 3 clusters Score -2.490191e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120889 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -24901890.000000 Penalty: 6081.508301
	Iteration 32Q: 3 clusters Score -2.490189e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -24901878.000000 Penalty: 6081.508301
	Iteration 33Q: 3 clusters Score -2.490188e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -24901878.000000 Penalty: 6081.508301
	Iteration 34Q: 3 clusters Score -2.490188e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -24901874.000000 Penalty: 6081.508301
	Iteration 35Q: 3 clusters Score -2.490187e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121176 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -24901868.000000 Penalty: 6081.508301
	Iteration 36Q: 3 clusters Score -2.490187e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -24901858.000000 Penalty: 6081.508301
	Iteration 37Q: 3 clusters Score -2.490186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121274 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -24901860.000000 Penalty: 6081.508301
	Iteration 38Q: 3 clusters Score -2.490186e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121315 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -24901838.000000 Penalty: 6081.508301
	Iteration 39Q: 3 clusters Score -2.490184e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -24901856.000000 Penalty: 6081.508301
	Iteration 40F: 3 clusters Score -2.490186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121381 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -24901830.000000 Penalty: 6081.508301
	Iteration 41Q: 3 clusters Score -2.490183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -24901828.000000 Penalty: 6081.508301
	Iteration 42Q: 3 clusters Score -2.490183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121450 members 
Mstep: Class 2 contains 89865 members 
Entering Unmasked Estep 
Score: -24901796.000000 Penalty: 6081.508301
	Iteration 43Q: 3 clusters Score -2.49018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121486 members 
Mstep: Class 2 contains 89829 members 
Entering Unmasked Estep 
Score: -24901774.000000 Penalty: 6081.508301
	Iteration 44Q: 3 clusters Score -2.490177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -24901772.000000 Penalty: 6081.508301
	Iteration 45Q: 3 clusters Score -2.490177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -24901770.000000 Penalty: 6081.508301
	Iteration 46Q: 3 clusters Score -2.490177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121565 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -24901806.000000 Penalty: 6081.508301
	Iteration 47Q: 3 clusters Score -2.490181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121590 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -24901800.000000 Penalty: 6081.508301
	Iteration 48Q: 3 clusters Score -2.49018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121618 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -24901836.000000 Penalty: 6081.508301
	Iteration 49Q: 3 clusters Score -2.490184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -24901844.000000 Penalty: 6081.508301
	Iteration 50Q: 3 clusters Score -2.490184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -24901868.000000 Penalty: 6081.508301
	Iteration 51Q: 3 clusters Score -2.490187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -24901870.000000 Penalty: 6081.508301
	Iteration 52Q: 3 clusters Score -2.490187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121701 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -24901864.000000 Penalty: 6081.508301
	Iteration 53Q: 3 clusters Score -2.490186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -24901862.000000 Penalty: 6081.508301
	Iteration 54Q: 3 clusters Score -2.490186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121736 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -24901856.000000 Penalty: 6081.508301
	Iteration 55Q: 3 clusters Score -2.490186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -24901852.000000 Penalty: 6081.508301
	Iteration 56Q: 3 clusters Score -2.490185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -24901820.000000 Penalty: 6081.508301
	Iteration 57Q: 3 clusters Score -2.490182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -24901822.000000 Penalty: 6081.508301
	Iteration 58Q: 3 clusters Score -2.490182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -24901796.000000 Penalty: 6081.508301
	Iteration 59Q: 3 clusters Score -2.49018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121794 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -24901796.000000 Penalty: 6081.508301
	Iteration 60F: 3 clusters Score -2.49018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -24901782.000000 Penalty: 6081.508301
	Iteration 61Q: 3 clusters Score -2.490178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -24901780.000000 Penalty: 6081.508301
	Iteration 62Q: 3 clusters Score -2.490178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121823 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -24901774.000000 Penalty: 6081.508301
	Iteration 63Q: 3 clusters Score -2.490177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121832 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -24901780.000000 Penalty: 6081.508301
	Iteration 64Q: 3 clusters Score -2.490178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121840 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -24901782.000000 Penalty: 6081.508301
	Iteration 65Q: 3 clusters Score -2.490178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -24901786.000000 Penalty: 6081.508301
	Iteration 66Q: 3 clusters Score -2.490179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121861 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -24901784.000000 Penalty: 6081.508301
	Iteration 67Q: 3 clusters Score -2.490178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -24901784.000000 Penalty: 6081.508301
	Iteration 68Q: 3 clusters Score -2.490178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -24901784.000000 Penalty: 6081.508301
	Iteration 69Q: 3 clusters Score -2.490178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121901 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -24901796.000000 Penalty: 6081.508301
	Iteration 70Q: 3 clusters Score -2.49018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121912 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -24901806.000000 Penalty: 6081.508301
	Iteration 71Q: 3 clusters Score -2.490181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121929 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -24901802.000000 Penalty: 6081.508301
	Iteration 72Q: 3 clusters Score -2.49018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121947 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -24901788.000000 Penalty: 6081.508301
	Iteration 73Q: 3 clusters Score -2.490179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121962 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -24901788.000000 Penalty: 6081.508301
	Iteration 74Q: 3 clusters Score -2.490179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121974 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -24901786.000000 Penalty: 6081.508301
	Iteration 75Q: 3 clusters Score -2.490179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -24901772.000000 Penalty: 6081.508301
	Iteration 76Q: 3 clusters Score -2.490177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121995 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -24901794.000000 Penalty: 6081.508301
	Iteration 77Q: 3 clusters Score -2.490179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -24901788.000000 Penalty: 6081.508301
	Iteration 78Q: 3 clusters Score -2.490179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -24901788.000000 Penalty: 6081.508301
	Iteration 79F: 3 clusters Score -2.490179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 52780 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 193797 members 
Mstep: Class 11 contains 18538 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Entering Unmasked Estep 
Score: -205338816.000000 Penalty: 78539.031250
Splitting cluster 2 changes total score from -205324592.000000 to -205338816.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (31189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Entering Unmasked Estep 
Score: -3606419.250000 Penalty: 2566.259521
	Iteration 0F: 2 clusters Score -3606419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3585211.500000 Penalty: 5132.519043
	Iteration 0F: 3 clusters Score -3585212 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3593393.000000 Penalty: 5132.519043
	Iteration 1F: 3 clusters Score -3593393 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3594468.500000 Penalty: 5132.519043
	Iteration 2F: 3 clusters Score -3594468 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3595721.250000 Penalty: 5132.519043
	Iteration 3F: 3 clusters Score -3595721 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3597064.500000 Penalty: 5132.519043
	Iteration 4F: 3 clusters Score -3597064 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3598568.250000 Penalty: 5132.519043
	Iteration 5F: 3 clusters Score -3598568 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3599979.250000 Penalty: 5132.519043
	Iteration 6F: 3 clusters Score -3599979 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3601257.000000 Penalty: 5132.519043
	Iteration 7F: 3 clusters Score -3601257 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3602401.750000 Penalty: 5132.519043
	Iteration 8Q: 3 clusters Score -3602402 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3603273.250000 Penalty: 5132.519043
	Iteration 9Q: 3 clusters Score -3603273 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3603870.000000 Penalty: 5132.519043
	Iteration 10Q: 3 clusters Score -3603870 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3604250.250000 Penalty: 5132.519043
	Iteration 11Q: 3 clusters Score -3604250 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3604568.750000 Penalty: 5132.519043
	Iteration 12Q: 3 clusters Score -3604569 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3604814.750000 Penalty: 5132.519043
	Iteration 13Q: 3 clusters Score -3604815 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3605022.750000 Penalty: 5132.519043
	Iteration 14Q: 3 clusters Score -3605023 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3605207.000000 Penalty: 5132.519043
	Iteration 15Q: 3 clusters Score -3605207 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3605398.750000 Penalty: 5132.519043
	Iteration 16Q: 3 clusters Score -3605399 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3605508.250000 Penalty: 5132.519043
	Iteration 17Q: 3 clusters Score -3605508 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3605586.750000 Penalty: 5132.519043
	Iteration 18Q: 3 clusters Score -3605587 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3605649.750000 Penalty: 5132.519043
	Iteration 19Q: 3 clusters Score -3605650 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3605683.000000 Penalty: 5132.519043
	Iteration 20F: 3 clusters Score -3605683 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3605710.750000 Penalty: 5132.519043
	Iteration 21Q: 3 clusters Score -3605711 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3605729.250000 Penalty: 5132.519043
	Iteration 22Q: 3 clusters Score -3605729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3605749.500000 Penalty: 5132.519043
	Iteration 23Q: 3 clusters Score -3605750 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3605756.000000 Penalty: 5132.519043
	Iteration 24Q: 3 clusters Score -3605756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3605758.500000 Penalty: 5132.519043
	Iteration 25Q: 3 clusters Score -3605758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3605763.750000 Penalty: 5132.519043
	Iteration 26Q: 3 clusters Score -3605764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3605774.000000 Penalty: 5132.519043
	Iteration 27Q: 3 clusters Score -3605774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3605774.250000 Penalty: 5132.519043
	Iteration 28Q: 3 clusters Score -3605774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3605770.500000 Penalty: 5132.519043
	Iteration 29Q: 3 clusters Score -3605770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3605774.250000 Penalty: 5132.519043
	Iteration 30Q: 3 clusters Score -3605774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -3605773.750000 Penalty: 5132.519043
	Iteration 31Q: 3 clusters Score -3605774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3605777.250000 Penalty: 5132.519043
	Iteration 32Q: 3 clusters Score -3605777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3605777.500000 Penalty: 5132.519043
	Iteration 33Q: 3 clusters Score -3605778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3605781.500000 Penalty: 5132.519043
	Iteration 34Q: 3 clusters Score -3605782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3605774.000000 Penalty: 5132.519043
	Iteration 35Q: 3 clusters Score -3605774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3605774.500000 Penalty: 5132.519043
	Iteration 36Q: 3 clusters Score -3605774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3605772.000000 Penalty: 5132.519043
	Iteration 37Q: 3 clusters Score -3605772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3605771.000000 Penalty: 5132.519043
	Iteration 38Q: 3 clusters Score -3605771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3605776.250000 Penalty: 5132.519043
	Iteration 39Q: 3 clusters Score -3605776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3605772.000000 Penalty: 5132.519043
	Iteration 40F: 3 clusters Score -3605772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3605775.750000 Penalty: 5132.519043
	Iteration 41Q: 3 clusters Score -3605776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3605775.250000 Penalty: 5132.519043
	Iteration 42Q: 3 clusters Score -3605775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3605775.000000 Penalty: 5132.519043
	Iteration 43Q: 3 clusters Score -3605775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3605771.000000 Penalty: 5132.519043
	Iteration 44Q: 3 clusters Score -3605771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3605768.750000 Penalty: 5132.519043
	Iteration 45Q: 3 clusters Score -3605769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3605773.750000 Penalty: 5132.519043
	Iteration 46Q: 3 clusters Score -3605774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3605777.000000 Penalty: 5132.519043
	Iteration 47Q: 3 clusters Score -3605777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3605776.750000 Penalty: 5132.519043
	Iteration 48Q: 3 clusters Score -3605777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3605777.750000 Penalty: 5132.519043
	Iteration 49Q: 3 clusters Score -3605778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3605777.750000 Penalty: 5132.519043
	Iteration 50F: 3 clusters Score -3605778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Entering Unmasked Estep 
Score: -3578892.000000 Penalty: 2567.156494
	Iteration 0F: 2 clusters Score -3578892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3557486.000000 Penalty: 5134.312988
	Iteration 0F: 3 clusters Score -3557486 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3565370.000000 Penalty: 5134.312988
	Iteration 1F: 3 clusters Score -3565370 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3565877.500000 Penalty: 5134.312988
	Iteration 2Q: 3 clusters Score -3565878 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3566280.250000 Penalty: 5134.312988
	Iteration 3Q: 3 clusters Score -3566280 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3566649.000000 Penalty: 5134.312988
	Iteration 4Q: 3 clusters Score -3566649 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3567046.250000 Penalty: 5134.312988
	Iteration 5Q: 3 clusters Score -3567046 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3567411.750000 Penalty: 5134.312988
	Iteration 6Q: 3 clusters Score -3567412 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3567814.750000 Penalty: 5134.312988
	Iteration 7Q: 3 clusters Score -3567815 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3568248.000000 Penalty: 5134.312988
	Iteration 8Q: 3 clusters Score -3568248 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3568748.500000 Penalty: 5134.312988
	Iteration 9Q: 3 clusters Score -3568748 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3569308.000000 Penalty: 5134.312988
	Iteration 10Q: 3 clusters Score -3569308 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3569981.500000 Penalty: 5134.312988
	Iteration 11Q: 3 clusters Score -3569982 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3570834.000000 Penalty: 5134.312988
	Iteration 12Q: 3 clusters Score -3570834 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3571716.750000 Penalty: 5134.312988
	Iteration 13Q: 3 clusters Score -3571717 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3572503.750000 Penalty: 5134.312988
	Iteration 14Q: 3 clusters Score -3572504 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3573181.500000 Penalty: 5134.312988
	Iteration 15Q: 3 clusters Score -3573182 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3573803.250000 Penalty: 5134.312988
	Iteration 16Q: 3 clusters Score -3573803 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3574367.750000 Penalty: 5134.312988
	Iteration 17Q: 3 clusters Score -3574368 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3574869.750000 Penalty: 5134.312988
	Iteration 18Q: 3 clusters Score -3574870 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3575263.500000 Penalty: 5134.312988
	Iteration 19Q: 3 clusters Score -3575264 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3575650.750000 Penalty: 5134.312988
	Iteration 20F: 3 clusters Score -3575651 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3576065.000000 Penalty: 5134.312988
	Iteration 21Q: 3 clusters Score -3576065 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3576455.000000 Penalty: 5134.312988
	Iteration 22Q: 3 clusters Score -3576455 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3576793.250000 Penalty: 5134.312988
	Iteration 23Q: 3 clusters Score -3576793 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3577040.500000 Penalty: 5134.312988
	Iteration 24Q: 3 clusters Score -3577040 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3577218.500000 Penalty: 5134.312988
	Iteration 25Q: 3 clusters Score -3577218 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -3577322.250000 Penalty: 5134.312988
	Iteration 26Q: 3 clusters Score -3577322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3577391.250000 Penalty: 5134.312988
	Iteration 27Q: 3 clusters Score -3577391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3577435.500000 Penalty: 5134.312988
	Iteration 28Q: 3 clusters Score -3577436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3577468.500000 Penalty: 5134.312988
	Iteration 29Q: 3 clusters Score -3577468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3577496.000000 Penalty: 5134.312988
	Iteration 30Q: 3 clusters Score -3577496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3577518.500000 Penalty: 5134.312988
	Iteration 31Q: 3 clusters Score -3577518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3577539.500000 Penalty: 5134.312988
	Iteration 32Q: 3 clusters Score -3577540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3577542.000000 Penalty: 5134.312988
	Iteration 33Q: 3 clusters Score -3577542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3577552.750000 Penalty: 5134.312988
	Iteration 34Q: 3 clusters Score -3577553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3577552.750000 Penalty: 5134.312988
	Iteration 35Q: 3 clusters Score -3577553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3577567.750000 Penalty: 5134.312988
	Iteration 36Q: 3 clusters Score -3577568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3577568.000000 Penalty: 5134.312988
	Iteration 37Q: 3 clusters Score -3577568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3577569.250000 Penalty: 5134.312988
	Iteration 38Q: 3 clusters Score -3577569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3577571.500000 Penalty: 5134.312988
	Iteration 39Q: 3 clusters Score -3577572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3577576.750000 Penalty: 5134.312988
	Iteration 40F: 3 clusters Score -3577577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3577579.000000 Penalty: 5134.312988
	Iteration 41Q: 3 clusters Score -3577579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3577579.250000 Penalty: 5134.312988
	Iteration 42Q: 3 clusters Score -3577579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3577579.250000 Penalty: 5134.312988
	Iteration 43Q: 3 clusters Score -3577579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3577580.750000 Penalty: 5134.312988
	Iteration 44Q: 3 clusters Score -3577581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3577581.500000 Penalty: 5134.312988
	Iteration 45Q: 3 clusters Score -3577582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3577581.500000 Penalty: 5134.312988
	Iteration 46Q: 3 clusters Score -3577582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3577579.750000 Penalty: 5134.312988
	Iteration 47Q: 3 clusters Score -3577580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3577580.250000 Penalty: 5134.312988
	Iteration 48Q: 3 clusters Score -3577580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3577584.750000 Penalty: 5134.312988
	Iteration 49Q: 3 clusters Score -3577585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3577587.000000 Penalty: 5134.312988
	Iteration 50Q: 3 clusters Score -3577587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3577587.000000 Penalty: 5134.312988
	Iteration 51Q: 3 clusters Score -3577587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3577587.000000 Penalty: 5134.312988
	Iteration 52F: 3 clusters Score -3577587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2166435.750000 Penalty: 2434.468018
	Iteration 0F: 2 clusters Score -2166436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2153345.250000 Penalty: 4868.936035
	Iteration 0F: 3 clusters Score -2153345 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2157872.500000 Penalty: 4868.936035
	Iteration 1F: 3 clusters Score -2157872 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2158492.500000 Penalty: 4868.936035
	Iteration 2F: 3 clusters Score -2158492 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2159345.500000 Penalty: 4868.936035
	Iteration 3F: 3 clusters Score -2159346 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2160418.000000 Penalty: 4868.936035
	Iteration 4F: 3 clusters Score -2160418 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2161573.500000 Penalty: 4868.936035
	Iteration 5F: 3 clusters Score -2161574 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2162501.000000 Penalty: 4868.936035
	Iteration 6F: 3 clusters Score -2162501 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2163151.250000 Penalty: 4868.936035
	Iteration 7F: 3 clusters Score -2163151 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2163529.250000 Penalty: 4868.936035
	Iteration 8Q: 3 clusters Score -2163529 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2163815.500000 Penalty: 4868.936035
	Iteration 9Q: 3 clusters Score -2163816 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2164050.750000 Penalty: 4868.936035
	Iteration 10Q: 3 clusters Score -2164051 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2164200.500000 Penalty: 4868.936035
	Iteration 11Q: 3 clusters Score -2164200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2164330.250000 Penalty: 4868.936035
	Iteration 12Q: 3 clusters Score -2164330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2164418.500000 Penalty: 4868.936035
	Iteration 13Q: 3 clusters Score -2164418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2164490.500000 Penalty: 4868.936035
	Iteration 14Q: 3 clusters Score -2164490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2164548.250000 Penalty: 4868.936035
	Iteration 15Q: 3 clusters Score -2164548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2164596.250000 Penalty: 4868.936035
	Iteration 16Q: 3 clusters Score -2164596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2164628.500000 Penalty: 4868.936035
	Iteration 17Q: 3 clusters Score -2164628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2164654.250000 Penalty: 4868.936035
	Iteration 18Q: 3 clusters Score -2164654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2164674.250000 Penalty: 4868.936035
	Iteration 19Q: 3 clusters Score -2164674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2164707.500000 Penalty: 4868.936035
	Iteration 20F: 3 clusters Score -2164708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2164724.750000 Penalty: 4868.936035
	Iteration 21Q: 3 clusters Score -2164725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2164735.750000 Penalty: 4868.936035
	Iteration 22Q: 3 clusters Score -2164736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2164736.000000 Penalty: 4868.936035
	Iteration 23Q: 3 clusters Score -2164736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2164749.500000 Penalty: 4868.936035
	Iteration 24Q: 3 clusters Score -2164750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2164756.750000 Penalty: 4868.936035
	Iteration 25Q: 3 clusters Score -2164757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2164765.750000 Penalty: 4868.936035
	Iteration 26Q: 3 clusters Score -2164766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2164774.500000 Penalty: 4868.936035
	Iteration 27Q: 3 clusters Score -2164774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2164780.250000 Penalty: 4868.936035
	Iteration 28Q: 3 clusters Score -2164780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2164787.750000 Penalty: 4868.936035
	Iteration 29Q: 3 clusters Score -2164788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2164796.000000 Penalty: 4868.936035
	Iteration 30Q: 3 clusters Score -2164796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2164803.500000 Penalty: 4868.936035
	Iteration 31Q: 3 clusters Score -2164804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2164817.500000 Penalty: 4868.936035
	Iteration 32Q: 3 clusters Score -2164818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2164818.500000 Penalty: 4868.936035
	Iteration 33Q: 3 clusters Score -2164818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2164820.750000 Penalty: 4868.936035
	Iteration 34Q: 3 clusters Score -2164821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2164826.000000 Penalty: 4868.936035
	Iteration 35Q: 3 clusters Score -2164826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2164828.250000 Penalty: 4868.936035
	Iteration 36Q: 3 clusters Score -2164828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2164833.250000 Penalty: 4868.936035
	Iteration 37Q: 3 clusters Score -2164833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2164837.250000 Penalty: 4868.936035
	Iteration 38Q: 3 clusters Score -2164837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2164839.250000 Penalty: 4868.936035
	Iteration 39Q: 3 clusters Score -2164839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2164841.500000 Penalty: 4868.936035
	Iteration 40F: 3 clusters Score -2164842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2164840.250000 Penalty: 4868.936035
	Iteration 41Q: 3 clusters Score -2164840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2164839.000000 Penalty: 4868.936035
	Iteration 42Q: 3 clusters Score -2164839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2164839.000000 Penalty: 4868.936035
	Iteration 43Q: 3 clusters Score -2164839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2164839.000000 Penalty: 4868.936035
	Iteration 44F: 3 clusters Score -2164839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Entering Unmasked Estep 
Score: -6139052.500000 Penalty: 2696.724121
	Iteration 0F: 2 clusters Score -6139052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6103501.500000 Penalty: 5393.448242
	Iteration 0F: 3 clusters Score -6103502 nChanged 24492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -6117373.500000 Penalty: 5393.448242
	Iteration 1F: 3 clusters Score -6117374 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -6118626.500000 Penalty: 5393.448242
	Iteration 2F: 3 clusters Score -6118626 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6120202.000000 Penalty: 5393.448242
	Iteration 3F: 3 clusters Score -6120202 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6122057.000000 Penalty: 5393.448242
	Iteration 4F: 3 clusters Score -6122057 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -6123960.500000 Penalty: 5393.448242
	Iteration 5F: 3 clusters Score -6123960 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -6125593.000000 Penalty: 5393.448242
	Iteration 6F: 3 clusters Score -6125593 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6126938.000000 Penalty: 5393.448242
	Iteration 7F: 3 clusters Score -6126938 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -6128198.500000 Penalty: 5393.448242
	Iteration 8F: 3 clusters Score -6128198 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6129597.500000 Penalty: 5393.448242
	Iteration 9F: 3 clusters Score -6129598 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -6131218.000000 Penalty: 5393.448242
	Iteration 10F: 3 clusters Score -6131218 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -6132963.000000 Penalty: 5393.448242
	Iteration 11F: 3 clusters Score -6132963 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6134709.000000 Penalty: 5393.448242
	Iteration 12F: 3 clusters Score -6134709 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -6136162.500000 Penalty: 5393.448242
	Iteration 13Q: 3 clusters Score -6136162 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -6137352.000000 Penalty: 5393.448242
	Iteration 14Q: 3 clusters Score -6137352 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -6138218.500000 Penalty: 5393.448242
	Iteration 15Q: 3 clusters Score -6138218 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -6138770.000000 Penalty: 5393.448242
	Iteration 16Q: 3 clusters Score -6138770 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6139117.000000 Penalty: 5393.448242
	Iteration 17Q: 3 clusters Score -6139117 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -6139318.000000 Penalty: 5393.448242
	Iteration 18Q: 3 clusters Score -6139318 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -6139404.000000 Penalty: 5393.448242
	Iteration 19Q: 3 clusters Score -6139404 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -6139476.000000 Penalty: 5393.448242
	Iteration 20F: 3 clusters Score -6139476 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -6139517.500000 Penalty: 5393.448242
	Iteration 21Q: 3 clusters Score -6139518 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -6139605.000000 Penalty: 5393.448242
	Iteration 22Q: 3 clusters Score -6139605 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6139688.500000 Penalty: 5393.448242
	Iteration 23Q: 3 clusters Score -6139688 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -6139772.500000 Penalty: 5393.448242
	Iteration 24Q: 3 clusters Score -6139772 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -6139814.000000 Penalty: 5393.448242
	Iteration 25Q: 3 clusters Score -6139814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6139859.000000 Penalty: 5393.448242
	Iteration 26Q: 3 clusters Score -6139859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6139886.500000 Penalty: 5393.448242
	Iteration 27Q: 3 clusters Score -6139886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6139899.000000 Penalty: 5393.448242
	Iteration 28Q: 3 clusters Score -6139899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6139924.000000 Penalty: 5393.448242
	Iteration 29Q: 3 clusters Score -6139924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -6139945.500000 Penalty: 5393.448242
	Iteration 30Q: 3 clusters Score -6139946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -6139980.500000 Penalty: 5393.448242
	Iteration 31Q: 3 clusters Score -6139980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -6139975.500000 Penalty: 5393.448242
	Iteration 32Q: 3 clusters Score -6139976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6139983.000000 Penalty: 5393.448242
	Iteration 33Q: 3 clusters Score -6139983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -6139988.000000 Penalty: 5393.448242
	Iteration 34Q: 3 clusters Score -6139988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -6139986.500000 Penalty: 5393.448242
	Iteration 35Q: 3 clusters Score -6139986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6139992.500000 Penalty: 5393.448242
	Iteration 36Q: 3 clusters Score -6139992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6140006.500000 Penalty: 5393.448242
	Iteration 37Q: 3 clusters Score -6140006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6139999.000000 Penalty: 5393.448242
	Iteration 38Q: 3 clusters Score -6139999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -6140001.000000 Penalty: 5393.448242
	Iteration 39Q: 3 clusters Score -6140001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -6139999.000000 Penalty: 5393.448242
	Iteration 40F: 3 clusters Score -6139999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6140020.000000 Penalty: 5393.448242
	Iteration 41Q: 3 clusters Score -6140020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6140023.500000 Penalty: 5393.448242
	Iteration 42Q: 3 clusters Score -6140024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -6140033.000000 Penalty: 5393.448242
	Iteration 43Q: 3 clusters Score -6140033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -6140035.500000 Penalty: 5393.448242
	Iteration 44Q: 3 clusters Score -6140036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6140045.000000 Penalty: 5393.448242
	Iteration 45Q: 3 clusters Score -6140045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6140048.500000 Penalty: 5393.448242
	Iteration 46Q: 3 clusters Score -6140048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6140052.000000 Penalty: 5393.448242
	Iteration 47Q: 3 clusters Score -6140052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6140057.500000 Penalty: 5393.448242
	Iteration 48Q: 3 clusters Score -6140058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -6140059.500000 Penalty: 5393.448242
	Iteration 49Q: 3 clusters Score -6140060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -6140054.500000 Penalty: 5393.448242
	Iteration 50Q: 3 clusters Score -6140054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6140063.000000 Penalty: 5393.448242
	Iteration 51Q: 3 clusters Score -6140063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -6140065.500000 Penalty: 5393.448242
	Iteration 52Q: 3 clusters Score -6140066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6140068.500000 Penalty: 5393.448242
	Iteration 53Q: 3 clusters Score -6140068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6140065.500000 Penalty: 5393.448242
	Iteration 54Q: 3 clusters Score -6140066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6140067.000000 Penalty: 5393.448242
	Iteration 55Q: 3 clusters Score -6140067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6140059.000000 Penalty: 5393.448242
	Iteration 56Q: 3 clusters Score -6140059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6140061.000000 Penalty: 5393.448242
	Iteration 57Q: 3 clusters Score -6140061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6140057.500000 Penalty: 5393.448242
	Iteration 58Q: 3 clusters Score -6140058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6140055.000000 Penalty: 5393.448242
	Iteration 59Q: 3 clusters Score -6140055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6140055.000000 Penalty: 5393.448242
	Iteration 60F: 3 clusters Score -6140055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6140069.000000 Penalty: 5393.448242
	Iteration 61Q: 3 clusters Score -6140069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -6140065.000000 Penalty: 5393.448242
	Iteration 62Q: 3 clusters Score -6140065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -6140063.500000 Penalty: 5393.448242
	Iteration 63Q: 3 clusters Score -6140064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -6140064.500000 Penalty: 5393.448242
	Iteration 64Q: 3 clusters Score -6140064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6140063.500000 Penalty: 5393.448242
	Iteration 65Q: 3 clusters Score -6140064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6140061.000000 Penalty: 5393.448242
	Iteration 66Q: 3 clusters Score -6140061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6140060.000000 Penalty: 5393.448242
	Iteration 67Q: 3 clusters Score -6140060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6140068.000000 Penalty: 5393.448242
	Iteration 68Q: 3 clusters Score -6140068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6140068.000000 Penalty: 5393.448242
	Iteration 69F: 3 clusters Score -6140068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 36791 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 193797 members 
Mstep: Class 11 contains 18538 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Entering Unmasked Estep 
Score: -205340320.000000 Penalty: 82108.992188
Splitting cluster 6 changes total score from -205324592.000000 to -205340320.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (36791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Entering Unmasked Estep 
Score: -4054687.500000 Penalty: 2607.226074
	Iteration 0F: 2 clusters Score -4054688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4029740.750000 Penalty: 5214.452148
	Iteration 0F: 3 clusters Score -4029741 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4039761.000000 Penalty: 5214.452148
	Iteration 1F: 3 clusters Score -4039761 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4041550.000000 Penalty: 5214.452148
	Iteration 2F: 3 clusters Score -4041550 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4043597.000000 Penalty: 5214.452148
	Iteration 3F: 3 clusters Score -4043597 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4045777.500000 Penalty: 5214.452148
	Iteration 4F: 3 clusters Score -4045778 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4047582.250000 Penalty: 5214.452148
	Iteration 5F: 3 clusters Score -4047582 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4048848.750000 Penalty: 5214.452148
	Iteration 6F: 3 clusters Score -4048849 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4049658.250000 Penalty: 5214.452148
	Iteration 7Q: 3 clusters Score -4049658 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4050226.750000 Penalty: 5214.452148
	Iteration 8Q: 3 clusters Score -4050227 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4050627.500000 Penalty: 5214.452148
	Iteration 9Q: 3 clusters Score -4050628 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4050907.000000 Penalty: 5214.452148
	Iteration 10Q: 3 clusters Score -4050907 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4051151.250000 Penalty: 5214.452148
	Iteration 11Q: 3 clusters Score -4051151 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4051347.500000 Penalty: 5214.452148
	Iteration 12Q: 3 clusters Score -4051348 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4051529.000000 Penalty: 5214.452148
	Iteration 13Q: 3 clusters Score -4051529 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4051664.500000 Penalty: 5214.452148
	Iteration 14Q: 3 clusters Score -4051664 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4051784.750000 Penalty: 5214.452148
	Iteration 15Q: 3 clusters Score -4051785 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4051898.000000 Penalty: 5214.452148
	Iteration 16Q: 3 clusters Score -4051898 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4051992.750000 Penalty: 5214.452148
	Iteration 17Q: 3 clusters Score -4051993 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4052059.750000 Penalty: 5214.452148
	Iteration 18Q: 3 clusters Score -4052060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4052130.750000 Penalty: 5214.452148
	Iteration 19Q: 3 clusters Score -4052131 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4052171.000000 Penalty: 5214.452148
	Iteration 20F: 3 clusters Score -4052171 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4052217.750000 Penalty: 5214.452148
	Iteration 21Q: 3 clusters Score -4052218 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4052275.000000 Penalty: 5214.452148
	Iteration 22Q: 3 clusters Score -4052275 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4052336.500000 Penalty: 5214.452148
	Iteration 23Q: 3 clusters Score -4052336 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4052394.000000 Penalty: 5214.452148
	Iteration 24Q: 3 clusters Score -4052394 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -4052456.000000 Penalty: 5214.452148
	Iteration 25Q: 3 clusters Score -4052456 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4052508.500000 Penalty: 5214.452148
	Iteration 26Q: 3 clusters Score -4052508 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4052573.250000 Penalty: 5214.452148
	Iteration 27Q: 3 clusters Score -4052573 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4052649.500000 Penalty: 5214.452148
	Iteration 28Q: 3 clusters Score -4052650 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4052752.500000 Penalty: 5214.452148
	Iteration 29Q: 3 clusters Score -4052752 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4052854.500000 Penalty: 5214.452148
	Iteration 30Q: 3 clusters Score -4052854 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4052968.500000 Penalty: 5214.452148
	Iteration 31Q: 3 clusters Score -4052968 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4053095.750000 Penalty: 5214.452148
	Iteration 32Q: 3 clusters Score -4053096 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4053214.500000 Penalty: 5214.452148
	Iteration 33Q: 3 clusters Score -4053214 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4053332.750000 Penalty: 5214.452148
	Iteration 34Q: 3 clusters Score -4053333 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -4053457.750000 Penalty: 5214.452148
	Iteration 35Q: 3 clusters Score -4053458 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4053534.500000 Penalty: 5214.452148
	Iteration 36Q: 3 clusters Score -4053534 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -4053579.250000 Penalty: 5214.452148
	Iteration 37Q: 3 clusters Score -4053579 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4053626.500000 Penalty: 5214.452148
	Iteration 38Q: 3 clusters Score -4053626 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -4053655.750000 Penalty: 5214.452148
	Iteration 39Q: 3 clusters Score -4053656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4053672.000000 Penalty: 5214.452148
	Iteration 40F: 3 clusters Score -4053672 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4053692.500000 Penalty: 5214.452148
	Iteration 41Q: 3 clusters Score -4053692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4053716.750000 Penalty: 5214.452148
	Iteration 42Q: 3 clusters Score -4053717 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4053720.000000 Penalty: 5214.452148
	Iteration 43Q: 3 clusters Score -4053720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -4053730.750000 Penalty: 5214.452148
	Iteration 44Q: 3 clusters Score -4053731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4053734.000000 Penalty: 5214.452148
	Iteration 45Q: 3 clusters Score -4053734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -4053743.000000 Penalty: 5214.452148
	Iteration 46Q: 3 clusters Score -4053743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4053739.000000 Penalty: 5214.452148
	Iteration 47Q: 3 clusters Score -4053739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4053763.500000 Penalty: 5214.452148
	Iteration 48Q: 3 clusters Score -4053764 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4053770.750000 Penalty: 5214.452148
	Iteration 49Q: 3 clusters Score -4053771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4053777.750000 Penalty: 5214.452148
	Iteration 50Q: 3 clusters Score -4053778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4053784.250000 Penalty: 5214.452148
	Iteration 51Q: 3 clusters Score -4053784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4053795.000000 Penalty: 5214.452148
	Iteration 52Q: 3 clusters Score -4053795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4053790.500000 Penalty: 5214.452148
	Iteration 53Q: 3 clusters Score -4053790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4053794.250000 Penalty: 5214.452148
	Iteration 54Q: 3 clusters Score -4053794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4053802.750000 Penalty: 5214.452148
	Iteration 55Q: 3 clusters Score -4053803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4053807.750000 Penalty: 5214.452148
	Iteration 56Q: 3 clusters Score -4053808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4053807.000000 Penalty: 5214.452148
	Iteration 57Q: 3 clusters Score -4053807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4053813.500000 Penalty: 5214.452148
	Iteration 58Q: 3 clusters Score -4053814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -4053811.750000 Penalty: 5214.452148
	Iteration 59Q: 3 clusters Score -4053812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4053814.750000 Penalty: 5214.452148
	Iteration 60F: 3 clusters Score -4053815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4053825.000000 Penalty: 5214.452148
	Iteration 61Q: 3 clusters Score -4053825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4053827.500000 Penalty: 5214.452148
	Iteration 62Q: 3 clusters Score -4053828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4053820.500000 Penalty: 5214.452148
	Iteration 63Q: 3 clusters Score -4053820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4053822.250000 Penalty: 5214.452148
	Iteration 64Q: 3 clusters Score -4053822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4053836.750000 Penalty: 5214.452148
	Iteration 65Q: 3 clusters Score -4053837 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4053858.000000 Penalty: 5214.452148
	Iteration 66Q: 3 clusters Score -4053858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -4053877.750000 Penalty: 5214.452148
	Iteration 67Q: 3 clusters Score -4053878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -4053870.750000 Penalty: 5214.452148
	Iteration 68Q: 3 clusters Score -4053871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4053886.250000 Penalty: 5214.452148
	Iteration 69Q: 3 clusters Score -4053886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4053891.250000 Penalty: 5214.452148
	Iteration 70Q: 3 clusters Score -4053891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4053896.000000 Penalty: 5214.452148
	Iteration 71Q: 3 clusters Score -4053896 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4053896.000000 Penalty: 5214.452148
	Iteration 72Q: 3 clusters Score -4053896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4053902.500000 Penalty: 5214.452148
	Iteration 73Q: 3 clusters Score -4053902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4053907.000000 Penalty: 5214.452148
	Iteration 74Q: 3 clusters Score -4053907 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4053919.250000 Penalty: 5214.452148
	Iteration 75Q: 3 clusters Score -4053919 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4053935.000000 Penalty: 5214.452148
	Iteration 76Q: 3 clusters Score -4053935 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4053951.250000 Penalty: 5214.452148
	Iteration 77Q: 3 clusters Score -4053951 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4053967.250000 Penalty: 5214.452148
	Iteration 78Q: 3 clusters Score -4053967 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4054005.750000 Penalty: 5214.452148
	Iteration 79Q: 3 clusters Score -4054006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -4054026.500000 Penalty: 5214.452148
	Iteration 80F: 3 clusters Score -4054026 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4054043.500000 Penalty: 5214.452148
	Iteration 81Q: 3 clusters Score -4054044 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4054075.000000 Penalty: 5214.452148
	Iteration 82Q: 3 clusters Score -4054075 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4054078.500000 Penalty: 5214.452148
	Iteration 83Q: 3 clusters Score -4054078 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4054094.250000 Penalty: 5214.452148
	Iteration 84Q: 3 clusters Score -4054094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4054117.250000 Penalty: 5214.452148
	Iteration 85Q: 3 clusters Score -4054117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4054132.250000 Penalty: 5214.452148
	Iteration 86Q: 3 clusters Score -4054132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4054137.750000 Penalty: 5214.452148
	Iteration 87Q: 3 clusters Score -4054138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -4054157.750000 Penalty: 5214.452148
	Iteration 88Q: 3 clusters Score -4054158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4054156.500000 Penalty: 5214.452148
	Iteration 89Q: 3 clusters Score -4054156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4054172.500000 Penalty: 5214.452148
	Iteration 90Q: 3 clusters Score -4054172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4054182.500000 Penalty: 5214.452148
	Iteration 91Q: 3 clusters Score -4054182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4054189.250000 Penalty: 5214.452148
	Iteration 92Q: 3 clusters Score -4054189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4054202.250000 Penalty: 5214.452148
	Iteration 93Q: 3 clusters Score -4054202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4054215.000000 Penalty: 5214.452148
	Iteration 94Q: 3 clusters Score -4054215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4054221.500000 Penalty: 5214.452148
	Iteration 95Q: 3 clusters Score -4054222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -4054223.250000 Penalty: 5214.452148
	Iteration 96Q: 3 clusters Score -4054223 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4054220.750000 Penalty: 5214.452148
	Iteration 97Q: 3 clusters Score -4054221 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4054250.750000 Penalty: 5214.452148
	Iteration 98Q: 3 clusters Score -4054251 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4054252.250000 Penalty: 5214.452148
	Iteration 99Q: 3 clusters Score -4054252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4054263.250000 Penalty: 5214.452148
	Iteration 100F: 3 clusters Score -4054263 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4054279.500000 Penalty: 5214.452148
	Iteration 101Q: 3 clusters Score -4054280 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4054292.000000 Penalty: 5214.452148
	Iteration 102Q: 3 clusters Score -4054292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4054328.500000 Penalty: 5214.452148
	Iteration 103Q: 3 clusters Score -4054328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4054346.500000 Penalty: 5214.452148
	Iteration 104Q: 3 clusters Score -4054346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4054382.750000 Penalty: 5214.452148
	Iteration 105Q: 3 clusters Score -4054383 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4054431.500000 Penalty: 5214.452148
	Iteration 106Q: 3 clusters Score -4054432 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4054447.750000 Penalty: 5214.452148
	Iteration 107Q: 3 clusters Score -4054448 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4054510.750000 Penalty: 5214.452148
	Iteration 108Q: 3 clusters Score -4054511 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4054542.500000 Penalty: 5214.452148
	Iteration 109Q: 3 clusters Score -4054542 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4054590.000000 Penalty: 5214.452148
	Iteration 110Q: 3 clusters Score -4054590 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4054645.500000 Penalty: 5214.452148
	Iteration 111Q: 3 clusters Score -4054646 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4054728.000000 Penalty: 5214.452148
	Iteration 112Q: 3 clusters Score -4054728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4054830.750000 Penalty: 5214.452148
	Iteration 113Q: 3 clusters Score -4054831 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4054929.000000 Penalty: 5214.452148
	Iteration 114Q: 3 clusters Score -4054929 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4055043.250000 Penalty: 5214.452148
	Iteration 115Q: 3 clusters Score -4055043 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4055152.000000 Penalty: 5214.452148
	Iteration 116Q: 3 clusters Score -4055152 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4055236.000000 Penalty: 5214.452148
	Iteration 117Q: 3 clusters Score -4055236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4055283.500000 Penalty: 5214.452148
	Iteration 118Q: 3 clusters Score -4055284 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4055324.500000 Penalty: 5214.452148
	Iteration 119Q: 3 clusters Score -4055324 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4055363.000000 Penalty: 5214.452148
	Iteration 120F: 3 clusters Score -4055363 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4055407.000000 Penalty: 5214.452148
	Iteration 121Q: 3 clusters Score -4055407 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4055447.000000 Penalty: 5214.452148
	Iteration 122Q: 3 clusters Score -4055447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -4055472.250000 Penalty: 5214.452148
	Iteration 123Q: 3 clusters Score -4055472 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4055495.000000 Penalty: 5214.452148
	Iteration 124Q: 3 clusters Score -4055495 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4055516.250000 Penalty: 5214.452148
	Iteration 125Q: 3 clusters Score -4055516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4055529.250000 Penalty: 5214.452148
	Iteration 126Q: 3 clusters Score -4055529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4055538.000000 Penalty: 5214.452148
	Iteration 127Q: 3 clusters Score -4055538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4055537.000000 Penalty: 5214.452148
	Iteration 128Q: 3 clusters Score -4055537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4055544.750000 Penalty: 5214.452148
	Iteration 129Q: 3 clusters Score -4055545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4055544.000000 Penalty: 5214.452148
	Iteration 130Q: 3 clusters Score -4055544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4055536.750000 Penalty: 5214.452148
	Iteration 131Q: 3 clusters Score -4055537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -4055545.000000 Penalty: 5214.452148
	Iteration 132Q: 3 clusters Score -4055545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4055560.750000 Penalty: 5214.452148
	Iteration 133Q: 3 clusters Score -4055561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4055557.500000 Penalty: 5214.452148
	Iteration 134Q: 3 clusters Score -4055558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4055557.000000 Penalty: 5214.452148
	Iteration 135Q: 3 clusters Score -4055557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -4055572.750000 Penalty: 5214.452148
	Iteration 136Q: 3 clusters Score -4055573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -4055580.250000 Penalty: 5214.452148
	Iteration 137Q: 3 clusters Score -4055580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4055569.750000 Penalty: 5214.452148
	Iteration 138Q: 3 clusters Score -4055570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4055564.500000 Penalty: 5214.452148
	Iteration 139Q: 3 clusters Score -4055564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4055567.000000 Penalty: 5214.452148
	Iteration 140F: 3 clusters Score -4055567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4055573.750000 Penalty: 5214.452148
	Iteration 141Q: 3 clusters Score -4055574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4055573.250000 Penalty: 5214.452148
	Iteration 142Q: 3 clusters Score -4055573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4055575.000000 Penalty: 5214.452148
	Iteration 143Q: 3 clusters Score -4055575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -4055571.750000 Penalty: 5214.452148
	Iteration 144Q: 3 clusters Score -4055572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4055574.250000 Penalty: 5214.452148
	Iteration 145Q: 3 clusters Score -4055574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4055574.750000 Penalty: 5214.452148
	Iteration 146Q: 3 clusters Score -4055575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4055568.500000 Penalty: 5214.452148
	Iteration 147Q: 3 clusters Score -4055568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4055573.500000 Penalty: 5214.452148
	Iteration 148Q: 3 clusters Score -4055574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4055571.000000 Penalty: 5214.452148
	Iteration 149Q: 3 clusters Score -4055571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4055568.500000 Penalty: 5214.452148
	Iteration 150Q: 3 clusters Score -4055568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4055575.750000 Penalty: 5214.452148
	Iteration 151Q: 3 clusters Score -4055576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4055573.250000 Penalty: 5214.452148
	Iteration 152Q: 3 clusters Score -4055573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4055580.750000 Penalty: 5214.452148
	Iteration 153Q: 3 clusters Score -4055581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4055574.000000 Penalty: 5214.452148
	Iteration 154Q: 3 clusters Score -4055574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4055576.750000 Penalty: 5214.452148
	Iteration 155Q: 3 clusters Score -4055577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4055579.000000 Penalty: 5214.452148
	Iteration 156Q: 3 clusters Score -4055579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4055577.250000 Penalty: 5214.452148
	Iteration 157Q: 3 clusters Score -4055577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4055579.750000 Penalty: 5214.452148
	Iteration 158Q: 3 clusters Score -4055580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4055579.750000 Penalty: 5214.452148
	Iteration 159F: 3 clusters Score -4055580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 193797 members 
Mstep: Class 11 contains 18538 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 13373 members 
Entering Unmasked Estep 
Score: -205340272.000000 Penalty: 85678.945312
Splitting cluster 7 changes total score from -205324592.000000 to -205340272.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (135158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135158 members 
Entering Unmasked Estep 
Score: -16096379.000000 Penalty: 2929.921387
	Iteration 0F: 2 clusters Score -1.609638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -16006125.000000 Penalty: 5859.842773
	Iteration 0F: 3 clusters Score -1.600612e+07 nChanged 64406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -16043212.000000 Penalty: 5859.842773
	Iteration 1F: 3 clusters Score -1.604321e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -16044185.000000 Penalty: 5859.842773
	Iteration 2Q: 3 clusters Score -1.604418e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -16045309.000000 Penalty: 5859.842773
	Iteration 3Q: 3 clusters Score -1.604531e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -16046854.000000 Penalty: 5859.842773
	Iteration 4Q: 3 clusters Score -1.604685e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -16048545.000000 Penalty: 5859.842773
	Iteration 5Q: 3 clusters Score -1.604854e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -16050810.000000 Penalty: 5859.842773
	Iteration 6Q: 3 clusters Score -1.605081e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -16053857.000000 Penalty: 5859.842773
	Iteration 7F: 3 clusters Score -1.605386e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -16058012.000000 Penalty: 5859.842773
	Iteration 8F: 3 clusters Score -1.605801e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -16063139.000000 Penalty: 5859.842773
	Iteration 9F: 3 clusters Score -1.606314e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -16069185.000000 Penalty: 5859.842773
	Iteration 10F: 3 clusters Score -1.606918e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -16075192.000000 Penalty: 5859.842773
	Iteration 11F: 3 clusters Score -1.607519e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -16080851.000000 Penalty: 5859.842773
	Iteration 12F: 3 clusters Score -1.608085e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -16085728.000000 Penalty: 5859.842773
	Iteration 13Q: 3 clusters Score -1.608573e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -16089348.000000 Penalty: 5859.842773
	Iteration 14Q: 3 clusters Score -1.608935e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -16091599.000000 Penalty: 5859.842773
	Iteration 15Q: 3 clusters Score -1.60916e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -16092901.000000 Penalty: 5859.842773
	Iteration 16Q: 3 clusters Score -1.60929e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -16093559.000000 Penalty: 5859.842773
	Iteration 17Q: 3 clusters Score -1.609356e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133536 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16093860.000000 Penalty: 5859.842773
	Iteration 18Q: 3 clusters Score -1.609386e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133798 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16094070.000000 Penalty: 5859.842773
	Iteration 19Q: 3 clusters Score -1.609407e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133938 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16094215.000000 Penalty: 5859.842773
	Iteration 20F: 3 clusters Score -1.609422e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134005 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -16094325.000000 Penalty: 5859.842773
	Iteration 21Q: 3 clusters Score -1.609432e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134057 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16094382.000000 Penalty: 5859.842773
	Iteration 22Q: 3 clusters Score -1.609438e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16094397.000000 Penalty: 5859.842773
	Iteration 23Q: 3 clusters Score -1.60944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16094427.000000 Penalty: 5859.842773
	Iteration 24Q: 3 clusters Score -1.609443e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -16094452.000000 Penalty: 5859.842773
	Iteration 25Q: 3 clusters Score -1.609445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134120 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16094489.000000 Penalty: 5859.842773
	Iteration 26Q: 3 clusters Score -1.609449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134132 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16094476.000000 Penalty: 5859.842773
	Iteration 27Q: 3 clusters Score -1.609448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134131 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16094472.000000 Penalty: 5859.842773
	Iteration 28Q: 3 clusters Score -1.609447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134140 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16094498.000000 Penalty: 5859.842773
	Iteration 29Q: 3 clusters Score -1.60945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134136 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16094499.000000 Penalty: 5859.842773
	Iteration 30Q: 3 clusters Score -1.60945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16094489.000000 Penalty: 5859.842773
	Iteration 31Q: 3 clusters Score -1.609449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134131 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16094521.000000 Penalty: 5859.842773
	Iteration 32Q: 3 clusters Score -1.609452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134128 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16094508.000000 Penalty: 5859.842773
	Iteration 33Q: 3 clusters Score -1.609451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16094512.000000 Penalty: 5859.842773
	Iteration 34Q: 3 clusters Score -1.609451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134128 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16094519.000000 Penalty: 5859.842773
	Iteration 35Q: 3 clusters Score -1.609452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16094518.000000 Penalty: 5859.842773
	Iteration 36Q: 3 clusters Score -1.609452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16094511.000000 Penalty: 5859.842773
	Iteration 37Q: 3 clusters Score -1.609451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134121 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16094515.000000 Penalty: 5859.842773
	Iteration 38Q: 3 clusters Score -1.609452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16094510.000000 Penalty: 5859.842773
	Iteration 39Q: 3 clusters Score -1.609451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134119 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16094511.000000 Penalty: 5859.842773
	Iteration 40F: 3 clusters Score -1.609451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134119 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16094528.000000 Penalty: 5859.842773
	Iteration 41Q: 3 clusters Score -1.609453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134118 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16094532.000000 Penalty: 5859.842773
	Iteration 42Q: 3 clusters Score -1.609453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134120 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16094527.000000 Penalty: 5859.842773
	Iteration 43Q: 3 clusters Score -1.609453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134123 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16094537.000000 Penalty: 5859.842773
	Iteration 44Q: 3 clusters Score -1.609454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16094541.000000 Penalty: 5859.842773
	Iteration 45Q: 3 clusters Score -1.609454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16094542.000000 Penalty: 5859.842773
	Iteration 46Q: 3 clusters Score -1.609454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134123 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16094533.000000 Penalty: 5859.842773
	Iteration 47Q: 3 clusters Score -1.609453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16094539.000000 Penalty: 5859.842773
	Iteration 48Q: 3 clusters Score -1.609454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16094546.000000 Penalty: 5859.842773
	Iteration 49Q: 3 clusters Score -1.609455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16094558.000000 Penalty: 5859.842773
	Iteration 50Q: 3 clusters Score -1.609456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16094557.000000 Penalty: 5859.842773
	Iteration 51Q: 3 clusters Score -1.609456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16094553.000000 Penalty: 5859.842773
	Iteration 52Q: 3 clusters Score -1.609455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16094549.000000 Penalty: 5859.842773
	Iteration 53Q: 3 clusters Score -1.609455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134123 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16094545.000000 Penalty: 5859.842773
	Iteration 54Q: 3 clusters Score -1.609454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134123 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16094554.000000 Penalty: 5859.842773
	Iteration 55Q: 3 clusters Score -1.609455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16094552.000000 Penalty: 5859.842773
	Iteration 56Q: 3 clusters Score -1.609455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16094552.000000 Penalty: 5859.842773
	Iteration 57F: 3 clusters Score -1.609455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193797 members 
Entering Unmasked Estep 
Score: -23390066.000000 Penalty: 3019.292480
	Iteration 0F: 2 clusters Score -2.339007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -23280248.000000 Penalty: 6038.584961
	Iteration 0F: 3 clusters Score -2.328025e+07 nChanged 92738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -23334548.000000 Penalty: 6038.584961
	Iteration 1F: 3 clusters Score -2.333455e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -23335660.000000 Penalty: 6038.584961
	Iteration 2Q: 3 clusters Score -2.333566e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -23337400.000000 Penalty: 6038.584961
	Iteration 3Q: 3 clusters Score -2.33374e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -23340136.000000 Penalty: 6038.584961
	Iteration 4Q: 3 clusters Score -2.334014e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -23344316.000000 Penalty: 6038.584961
	Iteration 5Q: 3 clusters Score -2.334432e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 119256 members 
Entering Unmasked Estep 
Score: -23351806.000000 Penalty: 6038.584961
	Iteration 6F: 3 clusters Score -2.335181e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 130132 members 
Entering Unmasked Estep 
Score: -23362956.000000 Penalty: 6038.584961
	Iteration 7F: 3 clusters Score -2.336296e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -23375534.000000 Penalty: 6038.584961
	Iteration 8F: 3 clusters Score -2.337553e+07 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 151872 members 
Entering Unmasked Estep 
Score: -23386770.000000 Penalty: 6038.584961
	Iteration 9F: 3 clusters Score -2.338677e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -23394170.000000 Penalty: 6038.584961
	Iteration 10Q: 3 clusters Score -2.339417e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -23398264.000000 Penalty: 6038.584961
	Iteration 11Q: 3 clusters Score -2.339826e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 162598 members 
Entering Unmasked Estep 
Score: -23400110.000000 Penalty: 6038.584961
	Iteration 12Q: 3 clusters Score -2.340011e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 164171 members 
Entering Unmasked Estep 
Score: -23400952.000000 Penalty: 6038.584961
	Iteration 13Q: 3 clusters Score -2.340095e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -23401502.000000 Penalty: 6038.584961
	Iteration 14Q: 3 clusters Score -2.34015e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 166677 members 
Entering Unmasked Estep 
Score: -23401882.000000 Penalty: 6038.584961
	Iteration 15Q: 3 clusters Score -2.340188e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 167675 members 
Entering Unmasked Estep 
Score: -23402048.000000 Penalty: 6038.584961
	Iteration 16Q: 3 clusters Score -2.340205e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 168563 members 
Entering Unmasked Estep 
Score: -23402098.000000 Penalty: 6038.584961
	Iteration 17Q: 3 clusters Score -2.34021e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 169370 members 
Entering Unmasked Estep 
Score: -23402184.000000 Penalty: 6038.584961
	Iteration 18Q: 3 clusters Score -2.340218e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -23402136.000000 Penalty: 6038.584961
	Iteration 19Q: 3 clusters Score -2.340214e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -23402114.000000 Penalty: 6038.584961
	Iteration 20F: 3 clusters Score -2.340211e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -23402042.000000 Penalty: 6038.584961
	Iteration 21Q: 3 clusters Score -2.340204e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 171727 members 
Entering Unmasked Estep 
Score: -23401940.000000 Penalty: 6038.584961
	Iteration 22Q: 3 clusters Score -2.340194e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -23401836.000000 Penalty: 6038.584961
	Iteration 23Q: 3 clusters Score -2.340184e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 172679 members 
Entering Unmasked Estep 
Score: -23401714.000000 Penalty: 6038.584961
	Iteration 24Q: 3 clusters Score -2.340171e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -23401596.000000 Penalty: 6038.584961
	Iteration 25Q: 3 clusters Score -2.34016e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 173431 members 
Entering Unmasked Estep 
Score: -23401508.000000 Penalty: 6038.584961
	Iteration 26Q: 3 clusters Score -2.340151e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 173740 members 
Entering Unmasked Estep 
Score: -23401432.000000 Penalty: 6038.584961
	Iteration 27Q: 3 clusters Score -2.340143e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 174012 members 
Entering Unmasked Estep 
Score: -23401352.000000 Penalty: 6038.584961
	Iteration 28Q: 3 clusters Score -2.340135e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 174277 members 
Entering Unmasked Estep 
Score: -23401270.000000 Penalty: 6038.584961
	Iteration 29Q: 3 clusters Score -2.340127e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -23401168.000000 Penalty: 6038.584961
	Iteration 30Q: 3 clusters Score -2.340117e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 174739 members 
Entering Unmasked Estep 
Score: -23401054.000000 Penalty: 6038.584961
	Iteration 31Q: 3 clusters Score -2.340105e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -23400990.000000 Penalty: 6038.584961
	Iteration 32Q: 3 clusters Score -2.340099e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -23400930.000000 Penalty: 6038.584961
	Iteration 33Q: 3 clusters Score -2.340093e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -23400800.000000 Penalty: 6038.584961
	Iteration 34Q: 3 clusters Score -2.34008e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -23400762.000000 Penalty: 6038.584961
	Iteration 35Q: 3 clusters Score -2.340076e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 175594 members 
Entering Unmasked Estep 
Score: -23400692.000000 Penalty: 6038.584961
	Iteration 36Q: 3 clusters Score -2.340069e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -23400574.000000 Penalty: 6038.584961
	Iteration 37Q: 3 clusters Score -2.340057e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 175836 members 
Entering Unmasked Estep 
Score: -23400542.000000 Penalty: 6038.584961
	Iteration 38Q: 3 clusters Score -2.340054e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -23400500.000000 Penalty: 6038.584961
	Iteration 39Q: 3 clusters Score -2.34005e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 176013 members 
Entering Unmasked Estep 
Score: -23400448.000000 Penalty: 6038.584961
	Iteration 40F: 3 clusters Score -2.340045e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 176094 members 
Entering Unmasked Estep 
Score: -23400436.000000 Penalty: 6038.584961
	Iteration 41Q: 3 clusters Score -2.340044e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 176164 members 
Entering Unmasked Estep 
Score: -23400378.000000 Penalty: 6038.584961
	Iteration 42Q: 3 clusters Score -2.340038e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 176233 members 
Entering Unmasked Estep 
Score: -23400372.000000 Penalty: 6038.584961
	Iteration 43Q: 3 clusters Score -2.340037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 176286 members 
Entering Unmasked Estep 
Score: -23400362.000000 Penalty: 6038.584961
	Iteration 44Q: 3 clusters Score -2.340036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 176328 members 
Entering Unmasked Estep 
Score: -23400338.000000 Penalty: 6038.584961
	Iteration 45Q: 3 clusters Score -2.340034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 176362 members 
Entering Unmasked Estep 
Score: -23400350.000000 Penalty: 6038.584961
	Iteration 46Q: 3 clusters Score -2.340035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 176393 members 
Entering Unmasked Estep 
Score: -23400318.000000 Penalty: 6038.584961
	Iteration 47Q: 3 clusters Score -2.340032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 176427 members 
Entering Unmasked Estep 
Score: -23400308.000000 Penalty: 6038.584961
	Iteration 48Q: 3 clusters Score -2.340031e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -23400270.000000 Penalty: 6038.584961
	Iteration 49Q: 3 clusters Score -2.340027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 176488 members 
Entering Unmasked Estep 
Score: -23400248.000000 Penalty: 6038.584961
	Iteration 50Q: 3 clusters Score -2.340025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 176513 members 
Entering Unmasked Estep 
Score: -23400234.000000 Penalty: 6038.584961
	Iteration 51Q: 3 clusters Score -2.340023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -23400228.000000 Penalty: 6038.584961
	Iteration 52Q: 3 clusters Score -2.340023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -23400214.000000 Penalty: 6038.584961
	Iteration 53Q: 3 clusters Score -2.340021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 176586 members 
Entering Unmasked Estep 
Score: -23400192.000000 Penalty: 6038.584961
	Iteration 54Q: 3 clusters Score -2.340019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -23400180.000000 Penalty: 6038.584961
	Iteration 55Q: 3 clusters Score -2.340018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 176653 members 
Entering Unmasked Estep 
Score: -23400180.000000 Penalty: 6038.584961
	Iteration 56Q: 3 clusters Score -2.340018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 176692 members 
Entering Unmasked Estep 
Score: -23400194.000000 Penalty: 6038.584961
	Iteration 57Q: 3 clusters Score -2.340019e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 176721 members 
Entering Unmasked Estep 
Score: -23400172.000000 Penalty: 6038.584961
	Iteration 58Q: 3 clusters Score -2.340017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 176748 members 
Entering Unmasked Estep 
Score: -23400166.000000 Penalty: 6038.584961
	Iteration 59Q: 3 clusters Score -2.340017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 176769 members 
Entering Unmasked Estep 
Score: -23400170.000000 Penalty: 6038.584961
	Iteration 60F: 3 clusters Score -2.340017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 176786 members 
Entering Unmasked Estep 
Score: -23400158.000000 Penalty: 6038.584961
	Iteration 61Q: 3 clusters Score -2.340016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -23400162.000000 Penalty: 6038.584961
	Iteration 62Q: 3 clusters Score -2.340016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 176825 members 
Entering Unmasked Estep 
Score: -23400142.000000 Penalty: 6038.584961
	Iteration 63Q: 3 clusters Score -2.340014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 176845 members 
Entering Unmasked Estep 
Score: -23400154.000000 Penalty: 6038.584961
	Iteration 64Q: 3 clusters Score -2.340015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 176872 members 
Entering Unmasked Estep 
Score: -23400146.000000 Penalty: 6038.584961
	Iteration 65Q: 3 clusters Score -2.340015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 176897 members 
Entering Unmasked Estep 
Score: -23400150.000000 Penalty: 6038.584961
	Iteration 66Q: 3 clusters Score -2.340015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 176914 members 
Entering Unmasked Estep 
Score: -23400128.000000 Penalty: 6038.584961
	Iteration 67Q: 3 clusters Score -2.340013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 176930 members 
Entering Unmasked Estep 
Score: -23400142.000000 Penalty: 6038.584961
	Iteration 68Q: 3 clusters Score -2.340014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 176945 members 
Entering Unmasked Estep 
Score: -23400130.000000 Penalty: 6038.584961
	Iteration 69Q: 3 clusters Score -2.340013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 176959 members 
Entering Unmasked Estep 
Score: -23400118.000000 Penalty: 6038.584961
	Iteration 70Q: 3 clusters Score -2.340012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 176962 members 
Entering Unmasked Estep 
Score: -23400120.000000 Penalty: 6038.584961
	Iteration 71Q: 3 clusters Score -2.340012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -23400114.000000 Penalty: 6038.584961
	Iteration 72Q: 3 clusters Score -2.340011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 176975 members 
Entering Unmasked Estep 
Score: -23400100.000000 Penalty: 6038.584961
	Iteration 73Q: 3 clusters Score -2.34001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 176985 members 
Entering Unmasked Estep 
Score: -23400102.000000 Penalty: 6038.584961
	Iteration 74Q: 3 clusters Score -2.34001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 176997 members 
Entering Unmasked Estep 
Score: -23400110.000000 Penalty: 6038.584961
	Iteration 75Q: 3 clusters Score -2.340011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 177008 members 
Entering Unmasked Estep 
Score: -23400112.000000 Penalty: 6038.584961
	Iteration 76Q: 3 clusters Score -2.340011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 177016 members 
Entering Unmasked Estep 
Score: -23400098.000000 Penalty: 6038.584961
	Iteration 77Q: 3 clusters Score -2.34001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -23400094.000000 Penalty: 6038.584961
	Iteration 78Q: 3 clusters Score -2.340009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 177027 members 
Entering Unmasked Estep 
Score: -23400090.000000 Penalty: 6038.584961
	Iteration 79Q: 3 clusters Score -2.340009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 177034 members 
Entering Unmasked Estep 
Score: -23400074.000000 Penalty: 6038.584961
	Iteration 80F: 3 clusters Score -2.340007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 177043 members 
Entering Unmasked Estep 
Score: -23400064.000000 Penalty: 6038.584961
	Iteration 81Q: 3 clusters Score -2.340006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 177048 members 
Entering Unmasked Estep 
Score: -23400066.000000 Penalty: 6038.584961
	Iteration 82Q: 3 clusters Score -2.340007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -23400070.000000 Penalty: 6038.584961
	Iteration 83Q: 3 clusters Score -2.340007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -23400066.000000 Penalty: 6038.584961
	Iteration 84Q: 3 clusters Score -2.340007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -23400066.000000 Penalty: 6038.584961
	Iteration 85Q: 3 clusters Score -2.340007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -23400060.000000 Penalty: 6038.584961
	Iteration 86Q: 3 clusters Score -2.340006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -23400060.000000 Penalty: 6038.584961
	Iteration 87F: 3 clusters Score -2.340006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 18538 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 177064 members 
Entering Unmasked Estep 
Score: -205352544.000000 Penalty: 89248.898438
Splitting cluster 10 changes total score from -205324592.000000 to -205352544.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (18538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Entering Unmasked Estep 
Score: -2059386.125000 Penalty: 2437.239258
	Iteration 0F: 2 clusters Score -2059386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2046390.625000 Penalty: 4874.478516
	Iteration 0F: 3 clusters Score -2046391 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2051423.625000 Penalty: 4874.478516
	Iteration 1F: 3 clusters Score -2051424 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2052900.000000 Penalty: 4874.478516
	Iteration 2F: 3 clusters Score -2052900 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2054619.500000 Penalty: 4874.478516
	Iteration 3F: 3 clusters Score -2054620 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2056214.875000 Penalty: 4874.478516
	Iteration 4F: 3 clusters Score -2056215 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2057311.000000 Penalty: 4874.478516
	Iteration 5F: 3 clusters Score -2057311 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2057980.000000 Penalty: 4874.478516
	Iteration 6F: 3 clusters Score -2057980 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2058408.625000 Penalty: 4874.478516
	Iteration 7Q: 3 clusters Score -2058409 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2058669.125000 Penalty: 4874.478516
	Iteration 8Q: 3 clusters Score -2058669 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2058827.750000 Penalty: 4874.478516
	Iteration 9Q: 3 clusters Score -2058828 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2058948.875000 Penalty: 4874.478516
	Iteration 10Q: 3 clusters Score -2058949 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2059042.500000 Penalty: 4874.478516
	Iteration 11Q: 3 clusters Score -2059042 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2059108.750000 Penalty: 4874.478516
	Iteration 12Q: 3 clusters Score -2059109 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2059167.500000 Penalty: 4874.478516
	Iteration 13Q: 3 clusters Score -2059168 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2059228.750000 Penalty: 4874.478516
	Iteration 14Q: 3 clusters Score -2059229 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2059268.875000 Penalty: 4874.478516
	Iteration 15Q: 3 clusters Score -2059269 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2059299.375000 Penalty: 4874.478516
	Iteration 16Q: 3 clusters Score -2059299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2059328.250000 Penalty: 4874.478516
	Iteration 17Q: 3 clusters Score -2059328 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2059354.500000 Penalty: 4874.478516
	Iteration 18Q: 3 clusters Score -2059354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2059368.625000 Penalty: 4874.478516
	Iteration 19Q: 3 clusters Score -2059369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2059392.250000 Penalty: 4874.478516
	Iteration 20F: 3 clusters Score -2059392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2059400.375000 Penalty: 4874.478516
	Iteration 21Q: 3 clusters Score -2059400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2059419.125000 Penalty: 4874.478516
	Iteration 22Q: 3 clusters Score -2059419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2059425.875000 Penalty: 4874.478516
	Iteration 23Q: 3 clusters Score -2059426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2059430.000000 Penalty: 4874.478516
	Iteration 24Q: 3 clusters Score -2059430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2059442.500000 Penalty: 4874.478516
	Iteration 25Q: 3 clusters Score -2059442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2059449.000000 Penalty: 4874.478516
	Iteration 26Q: 3 clusters Score -2059449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2059459.500000 Penalty: 4874.478516
	Iteration 27Q: 3 clusters Score -2059460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2059463.000000 Penalty: 4874.478516
	Iteration 28Q: 3 clusters Score -2059463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2059464.375000 Penalty: 4874.478516
	Iteration 29Q: 3 clusters Score -2059464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2059471.500000 Penalty: 4874.478516
	Iteration 30Q: 3 clusters Score -2059472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2059478.250000 Penalty: 4874.478516
	Iteration 31Q: 3 clusters Score -2059478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2059482.125000 Penalty: 4874.478516
	Iteration 32Q: 3 clusters Score -2059482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2059485.750000 Penalty: 4874.478516
	Iteration 33Q: 3 clusters Score -2059486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2059487.875000 Penalty: 4874.478516
	Iteration 34Q: 3 clusters Score -2059488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2059491.250000 Penalty: 4874.478516
	Iteration 35Q: 3 clusters Score -2059491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2059492.625000 Penalty: 4874.478516
	Iteration 36Q: 3 clusters Score -2059493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2059497.750000 Penalty: 4874.478516
	Iteration 37Q: 3 clusters Score -2059498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2059499.125000 Penalty: 4874.478516
	Iteration 38Q: 3 clusters Score -2059499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2059498.500000 Penalty: 4874.478516
	Iteration 39Q: 3 clusters Score -2059498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2059497.500000 Penalty: 4874.478516
	Iteration 40F: 3 clusters Score -2059498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2059496.750000 Penalty: 4874.478516
	Iteration 41Q: 3 clusters Score -2059497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2059496.125000 Penalty: 4874.478516
	Iteration 42Q: 3 clusters Score -2059496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2059495.875000 Penalty: 4874.478516
	Iteration 43Q: 3 clusters Score -2059496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2059500.625000 Penalty: 4874.478516
	Iteration 44Q: 3 clusters Score -2059501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2059498.625000 Penalty: 4874.478516
	Iteration 45Q: 3 clusters Score -2059499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2059503.125000 Penalty: 4874.478516
	Iteration 46Q: 3 clusters Score -2059503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2059500.875000 Penalty: 4874.478516
	Iteration 47Q: 3 clusters Score -2059501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2059505.125000 Penalty: 4874.478516
	Iteration 48Q: 3 clusters Score -2059505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2059506.875000 Penalty: 4874.478516
	Iteration 49Q: 3 clusters Score -2059507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2059506.875000 Penalty: 4874.478516
	Iteration 50Q: 3 clusters Score -2059507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2059506.875000 Penalty: 4874.478516
	Iteration 51F: 3 clusters Score -2059507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 177064 members 
Mstep: Class 26 contains 6210 members 
Entering Unmasked Estep 
Score: -205351120.000000 Penalty: 92818.859375
Splitting cluster 11 changes total score from -205324592.000000 to -205351120.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -158219.375000 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -158219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155997.640625 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -155997.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -156680.390625 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -156680.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157358.390625 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -157358.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -158035.796875 Penalty: 3629.008057
	Iteration 3F: 3 clusters Score -158035.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -158494.421875 Penalty: 3629.008057
	Iteration 4F: 3 clusters Score -158494.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -159108.437500 Penalty: 3629.008057
	Iteration 5F: 3 clusters Score -159108.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -159577.359375 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -159577.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -159654.921875 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -159654.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -159690.656250 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -159690.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -159712.312500 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -159712.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -159731.406250 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -159731.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -159756.968750 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -159757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -159786.953125 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -159787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -159808.140625 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -159808.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -159843.562500 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -159843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -159876.828125 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -159876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -159919.828125 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -159919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -159996.796875 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -159996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -160013.421875 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -160013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -160020.203125 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -160020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -160036.609375 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -160036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 177064 members 
Mstep: Class 26 contains 6210 members 
Mstep: Class 27 contains 247 members 
Entering Unmasked Estep 
Score: -205351168.000000 Penalty: 96388.812500
Splitting cluster 12 changes total score from -205324592.000000 to -205351168.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (163566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Entering Unmasked Estep 
Score: -19343036.000000 Penalty: 2977.232910
	Iteration 0F: 2 clusters Score -1.934304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -19235288.000000 Penalty: 5954.465820
	Iteration 0F: 3 clusters Score -1.923529e+07 nChanged 78543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -19281888.000000 Penalty: 5954.465820
	Iteration 1F: 3 clusters Score -1.928189e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -19284840.000000 Penalty: 5954.465820
	Iteration 2Q: 3 clusters Score -1.928484e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 103894 members 
Entering Unmasked Estep 
Score: -19290330.000000 Penalty: 5954.465820
	Iteration 3F: 3 clusters Score -1.929033e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 115248 members 
Entering Unmasked Estep 
Score: -19299814.000000 Penalty: 5954.465820
	Iteration 4F: 3 clusters Score -1.929981e+07 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 128335 members 
Entering Unmasked Estep 
Score: -19312706.000000 Penalty: 5954.465820
	Iteration 5F: 3 clusters Score -1.931271e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -19325448.000000 Penalty: 5954.465820
	Iteration 6F: 3 clusters Score -1.932545e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 147361 members 
Entering Unmasked Estep 
Score: -19335142.000000 Penalty: 5954.465820
	Iteration 7F: 3 clusters Score -1.933514e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -19340224.000000 Penalty: 5954.465820
	Iteration 8Q: 3 clusters Score -1.934022e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -19341902.000000 Penalty: 5954.465820
	Iteration 9Q: 3 clusters Score -1.93419e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -19342372.000000 Penalty: 5954.465820
	Iteration 10Q: 3 clusters Score -1.934237e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -19342570.000000 Penalty: 5954.465820
	Iteration 11Q: 3 clusters Score -1.934257e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -19342638.000000 Penalty: 5954.465820
	Iteration 12Q: 3 clusters Score -1.934264e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 152671 members 
Entering Unmasked Estep 
Score: -19342708.000000 Penalty: 5954.465820
	Iteration 13Q: 3 clusters Score -1.934271e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -19342760.000000 Penalty: 5954.465820
	Iteration 14Q: 3 clusters Score -1.934276e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -19342828.000000 Penalty: 5954.465820
	Iteration 15Q: 3 clusters Score -1.934283e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 153527 members 
Entering Unmasked Estep 
Score: -19342826.000000 Penalty: 5954.465820
	Iteration 16Q: 3 clusters Score -1.934283e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 153751 members 
Entering Unmasked Estep 
Score: -19342890.000000 Penalty: 5954.465820
	Iteration 17Q: 3 clusters Score -1.934289e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 153939 members 
Entering Unmasked Estep 
Score: -19342866.000000 Penalty: 5954.465820
	Iteration 18Q: 3 clusters Score -1.934287e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -19342876.000000 Penalty: 5954.465820
	Iteration 19Q: 3 clusters Score -1.934288e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -19342842.000000 Penalty: 5954.465820
	Iteration 20F: 3 clusters Score -1.934284e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 154450 members 
Entering Unmasked Estep 
Score: -19342810.000000 Penalty: 5954.465820
	Iteration 21Q: 3 clusters Score -1.934281e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 154594 members 
Entering Unmasked Estep 
Score: -19342838.000000 Penalty: 5954.465820
	Iteration 22Q: 3 clusters Score -1.934284e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 154728 members 
Entering Unmasked Estep 
Score: -19342820.000000 Penalty: 5954.465820
	Iteration 23Q: 3 clusters Score -1.934282e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -19342812.000000 Penalty: 5954.465820
	Iteration 24Q: 3 clusters Score -1.934281e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 154995 members 
Entering Unmasked Estep 
Score: -19342836.000000 Penalty: 5954.465820
	Iteration 25Q: 3 clusters Score -1.934284e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -19342870.000000 Penalty: 5954.465820
	Iteration 26Q: 3 clusters Score -1.934287e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -19342850.000000 Penalty: 5954.465820
	Iteration 27Q: 3 clusters Score -1.934285e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -19342804.000000 Penalty: 5954.465820
	Iteration 28Q: 3 clusters Score -1.93428e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -19342826.000000 Penalty: 5954.465820
	Iteration 29Q: 3 clusters Score -1.934283e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 155472 members 
Entering Unmasked Estep 
Score: -19342784.000000 Penalty: 5954.465820
	Iteration 30Q: 3 clusters Score -1.934278e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -19342816.000000 Penalty: 5954.465820
	Iteration 31Q: 3 clusters Score -1.934282e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 155602 members 
Entering Unmasked Estep 
Score: -19342790.000000 Penalty: 5954.465820
	Iteration 32Q: 3 clusters Score -1.934279e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -19342804.000000 Penalty: 5954.465820
	Iteration 33Q: 3 clusters Score -1.93428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 155731 members 
Entering Unmasked Estep 
Score: -19342794.000000 Penalty: 5954.465820
	Iteration 34Q: 3 clusters Score -1.934279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -19342762.000000 Penalty: 5954.465820
	Iteration 35Q: 3 clusters Score -1.934276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -19342802.000000 Penalty: 5954.465820
	Iteration 36Q: 3 clusters Score -1.93428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -19342820.000000 Penalty: 5954.465820
	Iteration 37Q: 3 clusters Score -1.934282e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -19342806.000000 Penalty: 5954.465820
	Iteration 38Q: 3 clusters Score -1.934281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 155946 members 
Entering Unmasked Estep 
Score: -19342818.000000 Penalty: 5954.465820
	Iteration 39Q: 3 clusters Score -1.934282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 155968 members 
Entering Unmasked Estep 
Score: -19342808.000000 Penalty: 5954.465820
	Iteration 40F: 3 clusters Score -1.934281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -19342802.000000 Penalty: 5954.465820
	Iteration 41Q: 3 clusters Score -1.93428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -19342806.000000 Penalty: 5954.465820
	Iteration 42Q: 3 clusters Score -1.934281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -19342810.000000 Penalty: 5954.465820
	Iteration 43Q: 3 clusters Score -1.934281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 156078 members 
Entering Unmasked Estep 
Score: -19342812.000000 Penalty: 5954.465820
	Iteration 44Q: 3 clusters Score -1.934281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 156104 members 
Entering Unmasked Estep 
Score: -19342788.000000 Penalty: 5954.465820
	Iteration 45Q: 3 clusters Score -1.934279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 156134 members 
Entering Unmasked Estep 
Score: -19342796.000000 Penalty: 5954.465820
	Iteration 46Q: 3 clusters Score -1.93428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -19342804.000000 Penalty: 5954.465820
	Iteration 47Q: 3 clusters Score -1.93428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -19342810.000000 Penalty: 5954.465820
	Iteration 48Q: 3 clusters Score -1.934281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -19342832.000000 Penalty: 5954.465820
	Iteration 49Q: 3 clusters Score -1.934283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -19342848.000000 Penalty: 5954.465820
	Iteration 50Q: 3 clusters Score -1.934285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 156306 members 
Entering Unmasked Estep 
Score: -19342846.000000 Penalty: 5954.465820
	Iteration 51Q: 3 clusters Score -1.934285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -19342852.000000 Penalty: 5954.465820
	Iteration 52Q: 3 clusters Score -1.934285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 156349 members 
Entering Unmasked Estep 
Score: -19342856.000000 Penalty: 5954.465820
	Iteration 53Q: 3 clusters Score -1.934286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 156370 members 
Entering Unmasked Estep 
Score: -19342850.000000 Penalty: 5954.465820
	Iteration 54Q: 3 clusters Score -1.934285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -19342842.000000 Penalty: 5954.465820
	Iteration 55Q: 3 clusters Score -1.934284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -19342838.000000 Penalty: 5954.465820
	Iteration 56Q: 3 clusters Score -1.934284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 156424 members 
Entering Unmasked Estep 
Score: -19342838.000000 Penalty: 5954.465820
	Iteration 57Q: 3 clusters Score -1.934284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 156438 members 
Entering Unmasked Estep 
Score: -19342834.000000 Penalty: 5954.465820
	Iteration 58Q: 3 clusters Score -1.934283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -19342822.000000 Penalty: 5954.465820
	Iteration 59Q: 3 clusters Score -1.934282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -19342814.000000 Penalty: 5954.465820
	Iteration 60F: 3 clusters Score -1.934281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 156470 members 
Entering Unmasked Estep 
Score: -19342810.000000 Penalty: 5954.465820
	Iteration 61Q: 3 clusters Score -1.934281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -19342802.000000 Penalty: 5954.465820
	Iteration 62Q: 3 clusters Score -1.93428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -19342780.000000 Penalty: 5954.465820
	Iteration 63Q: 3 clusters Score -1.934278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 156500 members 
Entering Unmasked Estep 
Score: -19342774.000000 Penalty: 5954.465820
	Iteration 64Q: 3 clusters Score -1.934277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 156511 members 
Entering Unmasked Estep 
Score: -19342784.000000 Penalty: 5954.465820
	Iteration 65Q: 3 clusters Score -1.934278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 156519 members 
Entering Unmasked Estep 
Score: -19342798.000000 Penalty: 5954.465820
	Iteration 66Q: 3 clusters Score -1.93428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -19342782.000000 Penalty: 5954.465820
	Iteration 67Q: 3 clusters Score -1.934278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -19342780.000000 Penalty: 5954.465820
	Iteration 68Q: 3 clusters Score -1.934278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -19342776.000000 Penalty: 5954.465820
	Iteration 69Q: 3 clusters Score -1.934278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 156531 members 
Entering Unmasked Estep 
Score: -19342788.000000 Penalty: 5954.465820
	Iteration 70Q: 3 clusters Score -1.934279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 156534 members 
Entering Unmasked Estep 
Score: -19342780.000000 Penalty: 5954.465820
	Iteration 71Q: 3 clusters Score -1.934278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -19342786.000000 Penalty: 5954.465820
	Iteration 72Q: 3 clusters Score -1.934279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 156542 members 
Entering Unmasked Estep 
Score: -19342774.000000 Penalty: 5954.465820
	Iteration 73Q: 3 clusters Score -1.934277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -19342764.000000 Penalty: 5954.465820
	Iteration 74Q: 3 clusters Score -1.934276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -19342758.000000 Penalty: 5954.465820
	Iteration 75Q: 3 clusters Score -1.934276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -19342766.000000 Penalty: 5954.465820
	Iteration 76Q: 3 clusters Score -1.934277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 156561 members 
Entering Unmasked Estep 
Score: -19342770.000000 Penalty: 5954.465820
	Iteration 77Q: 3 clusters Score -1.934277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -19342752.000000 Penalty: 5954.465820
	Iteration 78Q: 3 clusters Score -1.934275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -19342758.000000 Penalty: 5954.465820
	Iteration 79Q: 3 clusters Score -1.934276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 156591 members 
Entering Unmasked Estep 
Score: -19342744.000000 Penalty: 5954.465820
	Iteration 80F: 3 clusters Score -1.934274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -19342734.000000 Penalty: 5954.465820
	Iteration 81Q: 3 clusters Score -1.934273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 156618 members 
Entering Unmasked Estep 
Score: -19342734.000000 Penalty: 5954.465820
	Iteration 82Q: 3 clusters Score -1.934273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -19342728.000000 Penalty: 5954.465820
	Iteration 83Q: 3 clusters Score -1.934273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 156639 members 
Entering Unmasked Estep 
Score: -19342710.000000 Penalty: 5954.465820
	Iteration 84Q: 3 clusters Score -1.934271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -19342704.000000 Penalty: 5954.465820
	Iteration 85Q: 3 clusters Score -1.93427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -19342712.000000 Penalty: 5954.465820
	Iteration 86Q: 3 clusters Score -1.934271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -19342704.000000 Penalty: 5954.465820
	Iteration 87Q: 3 clusters Score -1.93427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 156669 members 
Entering Unmasked Estep 
Score: -19342694.000000 Penalty: 5954.465820
	Iteration 88Q: 3 clusters Score -1.934269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -19342704.000000 Penalty: 5954.465820
	Iteration 89Q: 3 clusters Score -1.93427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -19342696.000000 Penalty: 5954.465820
	Iteration 90Q: 3 clusters Score -1.93427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 156703 members 
Entering Unmasked Estep 
Score: -19342710.000000 Penalty: 5954.465820
	Iteration 91Q: 3 clusters Score -1.934271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -19342724.000000 Penalty: 5954.465820
	Iteration 92Q: 3 clusters Score -1.934272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -19342732.000000 Penalty: 5954.465820
	Iteration 93Q: 3 clusters Score -1.934273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 156726 members 
Entering Unmasked Estep 
Score: -19342722.000000 Penalty: 5954.465820
	Iteration 94Q: 3 clusters Score -1.934272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 156728 members 
Entering Unmasked Estep 
Score: -19342722.000000 Penalty: 5954.465820
	Iteration 95Q: 3 clusters Score -1.934272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -19342702.000000 Penalty: 5954.465820
	Iteration 96Q: 3 clusters Score -1.93427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -19342722.000000 Penalty: 5954.465820
	Iteration 97Q: 3 clusters Score -1.934272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -19342706.000000 Penalty: 5954.465820
	Iteration 98Q: 3 clusters Score -1.934271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -19342714.000000 Penalty: 5954.465820
	Iteration 99Q: 3 clusters Score -1.934271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -19342700.000000 Penalty: 5954.465820
	Iteration 100F: 3 clusters Score -1.93427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 156755 members 
Entering Unmasked Estep 
Score: -19342710.000000 Penalty: 5954.465820
	Iteration 101Q: 3 clusters Score -1.934271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -19342700.000000 Penalty: 5954.465820
	Iteration 102Q: 3 clusters Score -1.93427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 156764 members 
Entering Unmasked Estep 
Score: -19342706.000000 Penalty: 5954.465820
	Iteration 103Q: 3 clusters Score -1.934271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
Score: -19342702.000000 Penalty: 5954.465820
	Iteration 104Q: 3 clusters Score -1.93427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -19342704.000000 Penalty: 5954.465820
	Iteration 105Q: 3 clusters Score -1.93427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -19342710.000000 Penalty: 5954.465820
	Iteration 106Q: 3 clusters Score -1.934271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -19342704.000000 Penalty: 5954.465820
	Iteration 107Q: 3 clusters Score -1.93427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -19342702.000000 Penalty: 5954.465820
	Iteration 108Q: 3 clusters Score -1.93427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -19342704.000000 Penalty: 5954.465820
	Iteration 109Q: 3 clusters Score -1.93427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 156777 members 
Entering Unmasked Estep 
Score: -19342692.000000 Penalty: 5954.465820
	Iteration 110Q: 3 clusters Score -1.934269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 156777 members 
Entering Unmasked Estep 
Score: -19342692.000000 Penalty: 5954.465820
	Iteration 111F: 3 clusters Score -1.934269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (80307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Entering Unmasked Estep 
Score: -9650365.000000 Penalty: 2800.815918
	Iteration 0F: 2 clusters Score -9650365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -9596438.000000 Penalty: 5601.631836
	Iteration 0F: 3 clusters Score -9596438 nChanged 37900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -9618179.000000 Penalty: 5601.631836
	Iteration 1F: 3 clusters Score -9618179 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -9618943.000000 Penalty: 5601.631836
	Iteration 2Q: 3 clusters Score -9618943 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -9619713.000000 Penalty: 5601.631836
	Iteration 3Q: 3 clusters Score -9619713 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -9620542.000000 Penalty: 5601.631836
	Iteration 4Q: 3 clusters Score -9620542 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -9621394.000000 Penalty: 5601.631836
	Iteration 5Q: 3 clusters Score -9621394 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -9622336.000000 Penalty: 5601.631836
	Iteration 6Q: 3 clusters Score -9622336 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -9623499.000000 Penalty: 5601.631836
	Iteration 7Q: 3 clusters Score -9623499 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -9625027.000000 Penalty: 5601.631836
	Iteration 8Q: 3 clusters Score -9625027 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -9626889.000000 Penalty: 5601.631836
	Iteration 9Q: 3 clusters Score -9626889 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -9629444.000000 Penalty: 5601.631836
	Iteration 10F: 3 clusters Score -9629444 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -9632831.000000 Penalty: 5601.631836
	Iteration 11F: 3 clusters Score -9632831 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -9636256.000000 Penalty: 5601.631836
	Iteration 12F: 3 clusters Score -9636256 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -9638976.000000 Penalty: 5601.631836
	Iteration 13Q: 3 clusters Score -9638976 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -9640669.000000 Penalty: 5601.631836
	Iteration 14Q: 3 clusters Score -9640669 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -9641724.000000 Penalty: 5601.631836
	Iteration 15Q: 3 clusters Score -9641724 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -9642483.000000 Penalty: 5601.631836
	Iteration 16Q: 3 clusters Score -9642483 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -9643018.000000 Penalty: 5601.631836
	Iteration 17Q: 3 clusters Score -9643018 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -9643566.000000 Penalty: 5601.631836
	Iteration 18Q: 3 clusters Score -9643566 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -9644167.000000 Penalty: 5601.631836
	Iteration 19Q: 3 clusters Score -9644167 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -9644653.000000 Penalty: 5601.631836
	Iteration 20F: 3 clusters Score -9644653 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -9645089.000000 Penalty: 5601.631836
	Iteration 21Q: 3 clusters Score -9645089 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -9645554.000000 Penalty: 5601.631836
	Iteration 22Q: 3 clusters Score -9645554 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -9645922.000000 Penalty: 5601.631836
	Iteration 23Q: 3 clusters Score -9645922 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -9646273.000000 Penalty: 5601.631836
	Iteration 24Q: 3 clusters Score -9646273 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -9646553.000000 Penalty: 5601.631836
	Iteration 25Q: 3 clusters Score -9646553 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -9646793.000000 Penalty: 5601.631836
	Iteration 26Q: 3 clusters Score -9646793 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -9646956.000000 Penalty: 5601.631836
	Iteration 27Q: 3 clusters Score -9646956 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -9647067.000000 Penalty: 5601.631836
	Iteration 28Q: 3 clusters Score -9647067 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -9647199.000000 Penalty: 5601.631836
	Iteration 29Q: 3 clusters Score -9647199 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -9647340.000000 Penalty: 5601.631836
	Iteration 30Q: 3 clusters Score -9647340 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -9647423.000000 Penalty: 5601.631836
	Iteration 31Q: 3 clusters Score -9647423 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -9647505.000000 Penalty: 5601.631836
	Iteration 32Q: 3 clusters Score -9647505 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -9647549.000000 Penalty: 5601.631836
	Iteration 33Q: 3 clusters Score -9647549 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -9647615.000000 Penalty: 5601.631836
	Iteration 34Q: 3 clusters Score -9647615 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -9647679.000000 Penalty: 5601.631836
	Iteration 35Q: 3 clusters Score -9647679 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -9647707.000000 Penalty: 5601.631836
	Iteration 36Q: 3 clusters Score -9647707 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -9647760.000000 Penalty: 5601.631836
	Iteration 37Q: 3 clusters Score -9647760 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -9647818.000000 Penalty: 5601.631836
	Iteration 38Q: 3 clusters Score -9647818 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -9647884.000000 Penalty: 5601.631836
	Iteration 39Q: 3 clusters Score -9647884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -9647933.000000 Penalty: 5601.631836
	Iteration 40F: 3 clusters Score -9647933 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -9647982.000000 Penalty: 5601.631836
	Iteration 41Q: 3 clusters Score -9647982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -9647988.000000 Penalty: 5601.631836
	Iteration 42Q: 3 clusters Score -9647988 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -9648002.000000 Penalty: 5601.631836
	Iteration 43Q: 3 clusters Score -9648002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -9648018.000000 Penalty: 5601.631836
	Iteration 44Q: 3 clusters Score -9648018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -9648049.000000 Penalty: 5601.631836
	Iteration 45Q: 3 clusters Score -9648049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -9648078.000000 Penalty: 5601.631836
	Iteration 46Q: 3 clusters Score -9648078 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -9648086.000000 Penalty: 5601.631836
	Iteration 47Q: 3 clusters Score -9648086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -9648112.000000 Penalty: 5601.631836
	Iteration 48Q: 3 clusters Score -9648112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -9648144.000000 Penalty: 5601.631836
	Iteration 49Q: 3 clusters Score -9648144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -9648162.000000 Penalty: 5601.631836
	Iteration 50Q: 3 clusters Score -9648162 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -9648188.000000 Penalty: 5601.631836
	Iteration 51Q: 3 clusters Score -9648188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -9648204.000000 Penalty: 5601.631836
	Iteration 52Q: 3 clusters Score -9648204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -9648215.000000 Penalty: 5601.631836
	Iteration 53Q: 3 clusters Score -9648215 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -9648227.000000 Penalty: 5601.631836
	Iteration 54Q: 3 clusters Score -9648227 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -9648228.000000 Penalty: 5601.631836
	Iteration 55Q: 3 clusters Score -9648228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -9648242.000000 Penalty: 5601.631836
	Iteration 56Q: 3 clusters Score -9648242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -9648259.000000 Penalty: 5601.631836
	Iteration 57Q: 3 clusters Score -9648259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -9648245.000000 Penalty: 5601.631836
	Iteration 58Q: 3 clusters Score -9648245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 76957 members 
Entering Unmasked Estep 
Score: -9648245.000000 Penalty: 5601.631836
	Iteration 59Q: 3 clusters Score -9648245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -9648242.000000 Penalty: 5601.631836
	Iteration 60F: 3 clusters Score -9648242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -9648271.000000 Penalty: 5601.631836
	Iteration 61Q: 3 clusters Score -9648271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -9648271.000000 Penalty: 5601.631836
	Iteration 62Q: 3 clusters Score -9648271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -9648284.000000 Penalty: 5601.631836
	Iteration 63Q: 3 clusters Score -9648284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -9648303.000000 Penalty: 5601.631836
	Iteration 64Q: 3 clusters Score -9648303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -9648311.000000 Penalty: 5601.631836
	Iteration 65Q: 3 clusters Score -9648311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -9648305.000000 Penalty: 5601.631836
	Iteration 66Q: 3 clusters Score -9648305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -9648307.000000 Penalty: 5601.631836
	Iteration 67Q: 3 clusters Score -9648307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -9648306.000000 Penalty: 5601.631836
	Iteration 68Q: 3 clusters Score -9648306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -9648310.000000 Penalty: 5601.631836
	Iteration 69Q: 3 clusters Score -9648310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -9648311.000000 Penalty: 5601.631836
	Iteration 70Q: 3 clusters Score -9648311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -9648326.000000 Penalty: 5601.631836
	Iteration 71Q: 3 clusters Score -9648326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -9648343.000000 Penalty: 5601.631836
	Iteration 72Q: 3 clusters Score -9648343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -9648351.000000 Penalty: 5601.631836
	Iteration 73Q: 3 clusters Score -9648351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -9648351.000000 Penalty: 5601.631836
	Iteration 74Q: 3 clusters Score -9648351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -9648352.000000 Penalty: 5601.631836
	Iteration 75Q: 3 clusters Score -9648352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -9648358.000000 Penalty: 5601.631836
	Iteration 76Q: 3 clusters Score -9648358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
Score: -9648363.000000 Penalty: 5601.631836
	Iteration 77Q: 3 clusters Score -9648363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -9648355.000000 Penalty: 5601.631836
	Iteration 78Q: 3 clusters Score -9648355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -9648356.000000 Penalty: 5601.631836
	Iteration 79Q: 3 clusters Score -9648356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -9648370.000000 Penalty: 5601.631836
	Iteration 80F: 3 clusters Score -9648370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -9648368.000000 Penalty: 5601.631836
	Iteration 81Q: 3 clusters Score -9648368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -9648380.000000 Penalty: 5601.631836
	Iteration 82Q: 3 clusters Score -9648380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -9648383.000000 Penalty: 5601.631836
	Iteration 83Q: 3 clusters Score -9648383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -9648383.000000 Penalty: 5601.631836
	Iteration 84Q: 3 clusters Score -9648383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9648381.000000 Penalty: 5601.631836
	Iteration 85Q: 3 clusters Score -9648381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -9648383.000000 Penalty: 5601.631836
	Iteration 86Q: 3 clusters Score -9648383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -9648384.000000 Penalty: 5601.631836
	Iteration 87Q: 3 clusters Score -9648384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -9648385.000000 Penalty: 5601.631836
	Iteration 88Q: 3 clusters Score -9648385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -9648386.000000 Penalty: 5601.631836
	Iteration 89Q: 3 clusters Score -9648386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -9648386.000000 Penalty: 5601.631836
	Iteration 90F: 3 clusters Score -9648386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -151608.515625 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -151608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -149565.906250 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -149565.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150523.781250 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -150523.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -151785.156250 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -151785.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -153126.000000 Penalty: 3607.109619
	Iteration 3F: 3 clusters Score -153126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -153305.265625 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -153305.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -153366.968750 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -153367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -153397.453125 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -153397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -153410.718750 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -153410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -153411.312500 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -153411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153412.937500 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -153412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153412.937500 Penalty: 3607.109619
	Iteration 10F: 3 clusters Score -153412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 147642 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 177064 members 
Mstep: Class 26 contains 6210 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1065 members 
Entering Unmasked Estep 
Score: -205351248.000000 Penalty: 99958.773438
Splitting cluster 15 changes total score from -205324592.000000 to -205351248.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (147642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147642 members 
Entering Unmasked Estep 
Score: -17327786.000000 Penalty: 2951.831299
	Iteration 0F: 2 clusters Score -1.732779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -17229002.000000 Penalty: 5903.662598
	Iteration 0F: 3 clusters Score -1.7229e+07 nChanged 70892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -17270368.000000 Penalty: 5903.662598
	Iteration 1F: 3 clusters Score -1.727037e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -17271782.000000 Penalty: 5903.662598
	Iteration 2Q: 3 clusters Score -1.727178e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -17273774.000000 Penalty: 5903.662598
	Iteration 3Q: 3 clusters Score -1.727377e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -17277078.000000 Penalty: 5903.662598
	Iteration 4Q: 3 clusters Score -1.727708e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -17282432.000000 Penalty: 5903.662598
	Iteration 5F: 3 clusters Score -1.728243e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -17290130.000000 Penalty: 5903.662598
	Iteration 6F: 3 clusters Score -1.729013e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -17300010.000000 Penalty: 5903.662598
	Iteration 7F: 3 clusters Score -1.730001e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -17310152.000000 Penalty: 5903.662598
	Iteration 8F: 3 clusters Score -1.731015e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -17319032.000000 Penalty: 5903.662598
	Iteration 9F: 3 clusters Score -1.731903e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -17325610.000000 Penalty: 5903.662598
	Iteration 10Q: 3 clusters Score -1.732561e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -17328694.000000 Penalty: 5903.662598
	Iteration 11Q: 3 clusters Score -1.732869e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -17329956.000000 Penalty: 5903.662598
	Iteration 12Q: 3 clusters Score -1.732996e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -17330682.000000 Penalty: 5903.662598
	Iteration 13Q: 3 clusters Score -1.733068e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -17331096.000000 Penalty: 5903.662598
	Iteration 14Q: 3 clusters Score -1.73311e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -17331416.000000 Penalty: 5903.662598
	Iteration 15Q: 3 clusters Score -1.733142e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -17331612.000000 Penalty: 5903.662598
	Iteration 16Q: 3 clusters Score -1.733161e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -17331840.000000 Penalty: 5903.662598
	Iteration 17Q: 3 clusters Score -1.733184e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -17331982.000000 Penalty: 5903.662598
	Iteration 18Q: 3 clusters Score -1.733198e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -17332156.000000 Penalty: 5903.662598
	Iteration 19Q: 3 clusters Score -1.733216e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -17332170.000000 Penalty: 5903.662598
	Iteration 20F: 3 clusters Score -1.733217e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -17332254.000000 Penalty: 5903.662598
	Iteration 21Q: 3 clusters Score -1.733225e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -17332358.000000 Penalty: 5903.662598
	Iteration 22Q: 3 clusters Score -1.733236e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -17332370.000000 Penalty: 5903.662598
	Iteration 23Q: 3 clusters Score -1.733237e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 103108 members 
Entering Unmasked Estep 
Score: -17332412.000000 Penalty: 5903.662598
	Iteration 24Q: 3 clusters Score -1.733241e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -17332422.000000 Penalty: 5903.662598
	Iteration 25Q: 3 clusters Score -1.733242e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -17332466.000000 Penalty: 5903.662598
	Iteration 26Q: 3 clusters Score -1.733247e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -17332470.000000 Penalty: 5903.662598
	Iteration 27Q: 3 clusters Score -1.733247e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 101989 members 
Entering Unmasked Estep 
Score: -17332480.000000 Penalty: 5903.662598
	Iteration 28Q: 3 clusters Score -1.733248e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -17332506.000000 Penalty: 5903.662598
	Iteration 29Q: 3 clusters Score -1.733251e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 101544 members 
Entering Unmasked Estep 
Score: -17332550.000000 Penalty: 5903.662598
	Iteration 30Q: 3 clusters Score -1.733255e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -17332528.000000 Penalty: 5903.662598
	Iteration 31Q: 3 clusters Score -1.733253e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -17332568.000000 Penalty: 5903.662598
	Iteration 32Q: 3 clusters Score -1.733257e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -17332556.000000 Penalty: 5903.662598
	Iteration 33Q: 3 clusters Score -1.733256e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -17332558.000000 Penalty: 5903.662598
	Iteration 34Q: 3 clusters Score -1.733256e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -17332580.000000 Penalty: 5903.662598
	Iteration 35Q: 3 clusters Score -1.733258e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -17332566.000000 Penalty: 5903.662598
	Iteration 36Q: 3 clusters Score -1.733257e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -17332606.000000 Penalty: 5903.662598
	Iteration 37Q: 3 clusters Score -1.733261e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -17332632.000000 Penalty: 5903.662598
	Iteration 38Q: 3 clusters Score -1.733263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -17332636.000000 Penalty: 5903.662598
	Iteration 39Q: 3 clusters Score -1.733264e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -17332634.000000 Penalty: 5903.662598
	Iteration 40F: 3 clusters Score -1.733263e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -17332626.000000 Penalty: 5903.662598
	Iteration 41Q: 3 clusters Score -1.733263e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -17332642.000000 Penalty: 5903.662598
	Iteration 42Q: 3 clusters Score -1.733264e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -17332640.000000 Penalty: 5903.662598
	Iteration 43Q: 3 clusters Score -1.733264e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -17332600.000000 Penalty: 5903.662598
	Iteration 44Q: 3 clusters Score -1.73326e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -17332606.000000 Penalty: 5903.662598
	Iteration 45Q: 3 clusters Score -1.733261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -17332586.000000 Penalty: 5903.662598
	Iteration 46Q: 3 clusters Score -1.733259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -17332576.000000 Penalty: 5903.662598
	Iteration 47Q: 3 clusters Score -1.733258e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -17332580.000000 Penalty: 5903.662598
	Iteration 48Q: 3 clusters Score -1.733258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -17332580.000000 Penalty: 5903.662598
	Iteration 49Q: 3 clusters Score -1.733258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -17332574.000000 Penalty: 5903.662598
	Iteration 50Q: 3 clusters Score -1.733257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -17332580.000000 Penalty: 5903.662598
	Iteration 51Q: 3 clusters Score -1.733258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -17332574.000000 Penalty: 5903.662598
	Iteration 52Q: 3 clusters Score -1.733257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -17332572.000000 Penalty: 5903.662598
	Iteration 53Q: 3 clusters Score -1.733257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -17332570.000000 Penalty: 5903.662598
	Iteration 54Q: 3 clusters Score -1.733257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -17332548.000000 Penalty: 5903.662598
	Iteration 55Q: 3 clusters Score -1.733255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -17332564.000000 Penalty: 5903.662598
	Iteration 56Q: 3 clusters Score -1.733256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -17332564.000000 Penalty: 5903.662598
	Iteration 57Q: 3 clusters Score -1.733256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -17332576.000000 Penalty: 5903.662598
	Iteration 58Q: 3 clusters Score -1.733258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -17332558.000000 Penalty: 5903.662598
	Iteration 59Q: 3 clusters Score -1.733256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -17332562.000000 Penalty: 5903.662598
	Iteration 60F: 3 clusters Score -1.733256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -17332568.000000 Penalty: 5903.662598
	Iteration 61Q: 3 clusters Score -1.733257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -17332560.000000 Penalty: 5903.662598
	Iteration 62Q: 3 clusters Score -1.733256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -17332566.000000 Penalty: 5903.662598
	Iteration 63Q: 3 clusters Score -1.733257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -17332570.000000 Penalty: 5903.662598
	Iteration 64Q: 3 clusters Score -1.733257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -17332566.000000 Penalty: 5903.662598
	Iteration 65Q: 3 clusters Score -1.733257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -17332552.000000 Penalty: 5903.662598
	Iteration 66Q: 3 clusters Score -1.733255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -17332552.000000 Penalty: 5903.662598
	Iteration 67Q: 3 clusters Score -1.733255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -17332550.000000 Penalty: 5903.662598
	Iteration 68Q: 3 clusters Score -1.733255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -17332552.000000 Penalty: 5903.662598
	Iteration 69Q: 3 clusters Score -1.733255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -17332560.000000 Penalty: 5903.662598
	Iteration 70Q: 3 clusters Score -1.733256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -17332560.000000 Penalty: 5903.662598
	Iteration 71Q: 3 clusters Score -1.733256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -17332564.000000 Penalty: 5903.662598
	Iteration 72Q: 3 clusters Score -1.733256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -17332566.000000 Penalty: 5903.662598
	Iteration 73Q: 3 clusters Score -1.733257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -17332566.000000 Penalty: 5903.662598
	Iteration 74Q: 3 clusters Score -1.733257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -17332558.000000 Penalty: 5903.662598
	Iteration 75Q: 3 clusters Score -1.733256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -17332556.000000 Penalty: 5903.662598
	Iteration 76Q: 3 clusters Score -1.733256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 99760 members 
Entering Unmasked Estep 
Score: -17332558.000000 Penalty: 5903.662598
	Iteration 77Q: 3 clusters Score -1.733256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -17332574.000000 Penalty: 5903.662598
	Iteration 78Q: 3 clusters Score -1.733257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -17332564.000000 Penalty: 5903.662598
	Iteration 79Q: 3 clusters Score -1.733256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -17332566.000000 Penalty: 5903.662598
	Iteration 80F: 3 clusters Score -1.733257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -17332574.000000 Penalty: 5903.662598
	Iteration 81Q: 3 clusters Score -1.733257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -17332572.000000 Penalty: 5903.662598
	Iteration 82Q: 3 clusters Score -1.733257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -17332576.000000 Penalty: 5903.662598
	Iteration 83Q: 3 clusters Score -1.733258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -17332572.000000 Penalty: 5903.662598
	Iteration 84Q: 3 clusters Score -1.733257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -17332578.000000 Penalty: 5903.662598
	Iteration 85Q: 3 clusters Score -1.733258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -17332568.000000 Penalty: 5903.662598
	Iteration 86Q: 3 clusters Score -1.733257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -17332572.000000 Penalty: 5903.662598
	Iteration 87Q: 3 clusters Score -1.733257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -17332572.000000 Penalty: 5903.662598
	Iteration 88Q: 3 clusters Score -1.733257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -17332576.000000 Penalty: 5903.662598
	Iteration 89Q: 3 clusters Score -1.733258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -17332580.000000 Penalty: 5903.662598
	Iteration 90Q: 3 clusters Score -1.733258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -17332574.000000 Penalty: 5903.662598
	Iteration 91Q: 3 clusters Score -1.733257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -17332578.000000 Penalty: 5903.662598
	Iteration 92Q: 3 clusters Score -1.733258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -17332574.000000 Penalty: 5903.662598
	Iteration 93Q: 3 clusters Score -1.733257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -17332572.000000 Penalty: 5903.662598
	Iteration 94Q: 3 clusters Score -1.733257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -17332568.000000 Penalty: 5903.662598
	Iteration 95Q: 3 clusters Score -1.733257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -17332566.000000 Penalty: 5903.662598
	Iteration 96Q: 3 clusters Score -1.733257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -17332560.000000 Penalty: 5903.662598
	Iteration 97Q: 3 clusters Score -1.733256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -17332562.000000 Penalty: 5903.662598
	Iteration 98Q: 3 clusters Score -1.733256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -17332570.000000 Penalty: 5903.662598
	Iteration 99Q: 3 clusters Score -1.733257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -17332560.000000 Penalty: 5903.662598
	Iteration 100F: 3 clusters Score -1.733256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -17332568.000000 Penalty: 5903.662598
	Iteration 101Q: 3 clusters Score -1.733257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -17332560.000000 Penalty: 5903.662598
	Iteration 102Q: 3 clusters Score -1.733256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -17332560.000000 Penalty: 5903.662598
	Iteration 103F: 3 clusters Score -1.733256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 47941 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 177064 members 
Mstep: Class 26 contains 6210 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 99701 members 
Entering Unmasked Estep 
Score: -205356576.000000 Penalty: 103528.726562
Splitting cluster 16 changes total score from -205324592.000000 to -205356576.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (176814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176814 members 
Entering Unmasked Estep 
Score: -20628846.000000 Penalty: 2996.547607
	Iteration 0F: 2 clusters Score -2.062885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -20510916.000000 Penalty: 5993.095215
	Iteration 0F: 3 clusters Score -2.051092e+07 nChanged 84707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -20560974.000000 Penalty: 5993.095215
	Iteration 1F: 3 clusters Score -2.056097e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -20562928.000000 Penalty: 5993.095215
	Iteration 2Q: 3 clusters Score -2.056293e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -20565928.000000 Penalty: 5993.095215
	Iteration 3Q: 3 clusters Score -2.056593e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -20570128.000000 Penalty: 5993.095215
	Iteration 4Q: 3 clusters Score -2.057013e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -20576066.000000 Penalty: 5993.095215
	Iteration 5F: 3 clusters Score -2.057607e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 127681 members 
Entering Unmasked Estep 
Score: -20584230.000000 Penalty: 5993.095215
	Iteration 6F: 3 clusters Score -2.058423e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 140702 members 
Entering Unmasked Estep 
Score: -20594804.000000 Penalty: 5993.095215
	Iteration 7F: 3 clusters Score -2.05948e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 154060 members 
Entering Unmasked Estep 
Score: -20606876.000000 Penalty: 5993.095215
	Iteration 8F: 3 clusters Score -2.060688e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 164762 members 
Entering Unmasked Estep 
Score: -20616760.000000 Penalty: 5993.095215
	Iteration 9F: 3 clusters Score -2.061676e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -20622848.000000 Penalty: 5993.095215
	Iteration 10Q: 3 clusters Score -2.062285e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -20625434.000000 Penalty: 5993.095215
	Iteration 11Q: 3 clusters Score -2.062543e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -20626378.000000 Penalty: 5993.095215
	Iteration 12Q: 3 clusters Score -2.062638e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 175522 members 
Entering Unmasked Estep 
Score: -20626878.000000 Penalty: 5993.095215
	Iteration 13Q: 3 clusters Score -2.062688e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 175640 members 
Entering Unmasked Estep 
Score: -20627162.000000 Penalty: 5993.095215
	Iteration 14Q: 3 clusters Score -2.062716e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 175669 members 
Entering Unmasked Estep 
Score: -20627274.000000 Penalty: 5993.095215
	Iteration 15Q: 3 clusters Score -2.062727e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -20627348.000000 Penalty: 5993.095215
	Iteration 16Q: 3 clusters Score -2.062735e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -20627378.000000 Penalty: 5993.095215
	Iteration 17Q: 3 clusters Score -2.062738e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 175682 members 
Entering Unmasked Estep 
Score: -20627390.000000 Penalty: 5993.095215
	Iteration 18Q: 3 clusters Score -2.062739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 175685 members 
Entering Unmasked Estep 
Score: -20627398.000000 Penalty: 5993.095215
	Iteration 19Q: 3 clusters Score -2.06274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -20627396.000000 Penalty: 5993.095215
	Iteration 20F: 3 clusters Score -2.06274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -20627424.000000 Penalty: 5993.095215
	Iteration 21Q: 3 clusters Score -2.062742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -20627422.000000 Penalty: 5993.095215
	Iteration 22Q: 3 clusters Score -2.062742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -20627426.000000 Penalty: 5993.095215
	Iteration 23Q: 3 clusters Score -2.062743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -20627426.000000 Penalty: 5993.095215
	Iteration 24Q: 3 clusters Score -2.062743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -20627434.000000 Penalty: 5993.095215
	Iteration 25Q: 3 clusters Score -2.062743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -20627440.000000 Penalty: 5993.095215
	Iteration 26Q: 3 clusters Score -2.062744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 175689 members 
Entering Unmasked Estep 
Score: -20627430.000000 Penalty: 5993.095215
	Iteration 27Q: 3 clusters Score -2.062743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 175689 members 
Entering Unmasked Estep 
Score: -20627418.000000 Penalty: 5993.095215
	Iteration 28Q: 3 clusters Score -2.062742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -20627412.000000 Penalty: 5993.095215
	Iteration 29Q: 3 clusters Score -2.062741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 175691 members 
Entering Unmasked Estep 
Score: -20627432.000000 Penalty: 5993.095215
	Iteration 30Q: 3 clusters Score -2.062743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 175692 members 
Entering Unmasked Estep 
Score: -20627418.000000 Penalty: 5993.095215
	Iteration 31Q: 3 clusters Score -2.062742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 175692 members 
Entering Unmasked Estep 
Score: -20627418.000000 Penalty: 5993.095215
	Iteration 32F: 3 clusters Score -2.062742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Entering Unmasked Estep 
Score: -1600897.000000 Penalty: 2384.007812
	Iteration 0F: 2 clusters Score -1600897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1590518.125000 Penalty: 4768.015625
	Iteration 0F: 3 clusters Score -1590518 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1600376.750000 Penalty: 4768.015625
	Iteration 1F: 3 clusters Score -1600377 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1614542.000000 Penalty: 4768.015625
	Iteration 2F: 3 clusters Score -1614542 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1623340.625000 Penalty: 4768.015625
	Iteration 3F: 3 clusters Score -1623341 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1625642.375000 Penalty: 4768.015625
	Iteration 4Q: 3 clusters Score -1625642 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1625896.875000 Penalty: 4768.015625
	Iteration 5Q: 3 clusters Score -1625897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1625932.125000 Penalty: 4768.015625
	Iteration 6Q: 3 clusters Score -1625932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1625933.750000 Penalty: 4768.015625
	Iteration 7Q: 3 clusters Score -1625934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1625932.625000 Penalty: 4768.015625
	Iteration 8Q: 3 clusters Score -1625933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1625933.000000 Penalty: 4768.015625
	Iteration 9Q: 3 clusters Score -1625933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1625936.375000 Penalty: 4768.015625
	Iteration 10Q: 3 clusters Score -1625936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1625941.750000 Penalty: 4768.015625
	Iteration 11Q: 3 clusters Score -1625942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1625942.250000 Penalty: 4768.015625
	Iteration 12Q: 3 clusters Score -1625942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1625941.625000 Penalty: 4768.015625
	Iteration 13Q: 3 clusters Score -1625942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1625941.625000 Penalty: 4768.015625
	Iteration 14F: 3 clusters Score -1625942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 47941 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Mstep: Class 22 contains 89317 members 
Mstep: Class 23 contains 50400 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 177064 members 
Mstep: Class 26 contains 6210 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 99701 members 
Mstep: Class 30 contains 11466 members 
Entering Unmasked Estep 
Score: -205382096.000000 Penalty: 107098.679688
Splitting cluster 18 changes total score from -205324592.000000 to -205382096.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (24627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Entering Unmasked Estep 
Score: -2803524.750000 Penalty: 2507.676514
	Iteration 0F: 2 clusters Score -2803525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2786451.000000 Penalty: 5015.353027
	Iteration 0F: 3 clusters Score -2786451 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2792969.000000 Penalty: 5015.353027
	Iteration 1F: 3 clusters Score -2792969 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2793867.750000 Penalty: 5015.353027
	Iteration 2F: 3 clusters Score -2793868 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2794799.750000 Penalty: 5015.353027
	Iteration 3F: 3 clusters Score -2794800 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2795659.500000 Penalty: 5015.353027
	Iteration 4F: 3 clusters Score -2795660 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2796488.500000 Penalty: 5015.353027
	Iteration 5F: 3 clusters Score -2796488 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2797183.250000 Penalty: 5015.353027
	Iteration 6F: 3 clusters Score -2797183 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2797704.750000 Penalty: 5015.353027
	Iteration 7Q: 3 clusters Score -2797705 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2798124.250000 Penalty: 5015.353027
	Iteration 8Q: 3 clusters Score -2798124 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2798526.500000 Penalty: 5015.353027
	Iteration 9Q: 3 clusters Score -2798526 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2798980.000000 Penalty: 5015.353027
	Iteration 10Q: 3 clusters Score -2798980 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2799437.250000 Penalty: 5015.353027
	Iteration 11Q: 3 clusters Score -2799437 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2799862.250000 Penalty: 5015.353027
	Iteration 12Q: 3 clusters Score -2799862 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2800309.250000 Penalty: 5015.353027
	Iteration 13Q: 3 clusters Score -2800309 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2800680.750000 Penalty: 5015.353027
	Iteration 14Q: 3 clusters Score -2800681 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2801010.000000 Penalty: 5015.353027
	Iteration 15Q: 3 clusters Score -2801010 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2801321.250000 Penalty: 5015.353027
	Iteration 16Q: 3 clusters Score -2801321 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2801525.000000 Penalty: 5015.353027
	Iteration 17Q: 3 clusters Score -2801525 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2801667.000000 Penalty: 5015.353027
	Iteration 18Q: 3 clusters Score -2801667 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2801800.500000 Penalty: 5015.353027
	Iteration 19Q: 3 clusters Score -2801800 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2801903.750000 Penalty: 5015.353027
	Iteration 20F: 3 clusters Score -2801904 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2801980.750000 Penalty: 5015.353027
	Iteration 21Q: 3 clusters Score -2801981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2802038.250000 Penalty: 5015.353027
	Iteration 22Q: 3 clusters Score -2802038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2802078.250000 Penalty: 5015.353027
	Iteration 23Q: 3 clusters Score -2802078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2802112.000000 Penalty: 5015.353027
	Iteration 24Q: 3 clusters Score -2802112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2802141.500000 Penalty: 5015.353027
	Iteration 25Q: 3 clusters Score -2802142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2802156.500000 Penalty: 5015.353027
	Iteration 26Q: 3 clusters Score -2802156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2802180.750000 Penalty: 5015.353027
	Iteration 27Q: 3 clusters Score -2802181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2802199.250000 Penalty: 5015.353027
	Iteration 28Q: 3 clusters Score -2802199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2802219.500000 Penalty: 5015.353027
	Iteration 29Q: 3 clusters Score -2802220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2802229.000000 Penalty: 5015.353027
	Iteration 30Q: 3 clusters Score -2802229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2802241.250000 Penalty: 5015.353027
	Iteration 31Q: 3 clusters Score -2802241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2802257.000000 Penalty: 5015.353027
	Iteration 32Q: 3 clusters Score -2802257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2802263.250000 Penalty: 5015.353027
	Iteration 33Q: 3 clusters Score -2802263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2802274.000000 Penalty: 5015.353027
	Iteration 34Q: 3 clusters Score -2802274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2802276.500000 Penalty: 5015.353027
	Iteration 35Q: 3 clusters Score -2802276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2802281.750000 Penalty: 5015.353027
	Iteration 36Q: 3 clusters Score -2802282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2802279.500000 Penalty: 5015.353027
	Iteration 37Q: 3 clusters Score -2802280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2802297.000000 Penalty: 5015.353027
	Iteration 38Q: 3 clusters Score -2802297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2802291.750000 Penalty: 5015.353027
	Iteration 39Q: 3 clusters Score -2802292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2802293.750000 Penalty: 5015.353027
	Iteration 40F: 3 clusters Score -2802294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2802294.500000 Penalty: 5015.353027
	Iteration 41Q: 3 clusters Score -2802294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2802301.000000 Penalty: 5015.353027
	Iteration 42Q: 3 clusters Score -2802301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2802302.000000 Penalty: 5015.353027
	Iteration 43Q: 3 clusters Score -2802302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2802299.250000 Penalty: 5015.353027
	Iteration 44Q: 3 clusters Score -2802299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2802297.250000 Penalty: 5015.353027
	Iteration 45Q: 3 clusters Score -2802297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2802297.750000 Penalty: 5015.353027
	Iteration 46Q: 3 clusters Score -2802298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2802298.250000 Penalty: 5015.353027
	Iteration 47Q: 3 clusters Score -2802298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2802300.750000 Penalty: 5015.353027
	Iteration 48Q: 3 clusters Score -2802301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2802309.750000 Penalty: 5015.353027
	Iteration 49Q: 3 clusters Score -2802310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2802308.500000 Penalty: 5015.353027
	Iteration 50Q: 3 clusters Score -2802308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2802310.750000 Penalty: 5015.353027
	Iteration 51Q: 3 clusters Score -2802311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2802309.000000 Penalty: 5015.353027
	Iteration 52Q: 3 clusters Score -2802309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2802310.750000 Penalty: 5015.353027
	Iteration 53Q: 3 clusters Score -2802311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2802311.250000 Penalty: 5015.353027
	Iteration 54Q: 3 clusters Score -2802311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2802314.250000 Penalty: 5015.353027
	Iteration 55Q: 3 clusters Score -2802314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2802314.000000 Penalty: 5015.353027
	Iteration 56Q: 3 clusters Score -2802314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2802315.750000 Penalty: 5015.353027
	Iteration 57Q: 3 clusters Score -2802316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2802320.500000 Penalty: 5015.353027
	Iteration 58Q: 3 clusters Score -2802320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2802321.250000 Penalty: 5015.353027
	Iteration 59Q: 3 clusters Score -2802321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2802317.000000 Penalty: 5015.353027
	Iteration 60F: 3 clusters Score -2802317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2802329.750000 Penalty: 5015.353027
	Iteration 61Q: 3 clusters Score -2802330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2802333.750000 Penalty: 5015.353027
	Iteration 62Q: 3 clusters Score -2802334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2802338.500000 Penalty: 5015.353027
	Iteration 63Q: 3 clusters Score -2802338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2802351.750000 Penalty: 5015.353027
	Iteration 64Q: 3 clusters Score -2802352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2802354.500000 Penalty: 5015.353027
	Iteration 65Q: 3 clusters Score -2802354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2802351.000000 Penalty: 5015.353027
	Iteration 66Q: 3 clusters Score -2802351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2802351.250000 Penalty: 5015.353027
	Iteration 67Q: 3 clusters Score -2802351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2802359.750000 Penalty: 5015.353027
	Iteration 68Q: 3 clusters Score -2802360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2802361.000000 Penalty: 5015.353027
	Iteration 69Q: 3 clusters Score -2802361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2802367.000000 Penalty: 5015.353027
	Iteration 70Q: 3 clusters Score -2802367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2802367.750000 Penalty: 5015.353027
	Iteration 71Q: 3 clusters Score -2802368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2802370.750000 Penalty: 5015.353027
	Iteration 72Q: 3 clusters Score -2802371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2802369.250000 Penalty: 5015.353027
	Iteration 73Q: 3 clusters Score -2802369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2802369.250000 Penalty: 5015.353027
	Iteration 74F: 3 clusters Score -2802369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (163466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Entering Unmasked Estep 
Score: -19589436.000000 Penalty: 2977.081299
	Iteration 0F: 2 clusters Score -1.958944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -19482466.000000 Penalty: 5954.162598
	Iteration 0F: 3 clusters Score -1.948247e+07 nChanged 78001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -19528192.000000 Penalty: 5954.162598
	Iteration 1F: 3 clusters Score -1.952819e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -19530022.000000 Penalty: 5954.162598
	Iteration 2Q: 3 clusters Score -1.953002e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -19532790.000000 Penalty: 5954.162598
	Iteration 3Q: 3 clusters Score -1.953279e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -19537272.000000 Penalty: 5954.162598
	Iteration 4F: 3 clusters Score -1.953727e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -19543876.000000 Penalty: 5954.162598
	Iteration 5F: 3 clusters Score -1.954388e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -19553022.000000 Penalty: 5954.162598
	Iteration 6F: 3 clusters Score -1.955302e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126009 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -19564050.000000 Penalty: 5954.162598
	Iteration 7F: 3 clusters Score -1.956405e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134262 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -19574050.000000 Penalty: 5954.162598
	Iteration 8F: 3 clusters Score -1.957405e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138786 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -19580780.000000 Penalty: 5954.162598
	Iteration 9Q: 3 clusters Score -1.958078e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140970 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -19583382.000000 Penalty: 5954.162598
	Iteration 10Q: 3 clusters Score -1.958338e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -19584416.000000 Penalty: 5954.162598
	Iteration 11Q: 3 clusters Score -1.958442e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -19584904.000000 Penalty: 5954.162598
	Iteration 12Q: 3 clusters Score -1.95849e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -19585386.000000 Penalty: 5954.162598
	Iteration 13Q: 3 clusters Score -1.958539e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -19585794.000000 Penalty: 5954.162598
	Iteration 14Q: 3 clusters Score -1.958579e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -19586092.000000 Penalty: 5954.162598
	Iteration 15Q: 3 clusters Score -1.958609e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -19586430.000000 Penalty: 5954.162598
	Iteration 16Q: 3 clusters Score -1.958643e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -19586726.000000 Penalty: 5954.162598
	Iteration 17Q: 3 clusters Score -1.958673e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -19586962.000000 Penalty: 5954.162598
	Iteration 18Q: 3 clusters Score -1.958696e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -19587146.000000 Penalty: 5954.162598
	Iteration 19Q: 3 clusters Score -1.958715e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -19587336.000000 Penalty: 5954.162598
	Iteration 20F: 3 clusters Score -1.958734e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155294 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -19587506.000000 Penalty: 5954.162598
	Iteration 21Q: 3 clusters Score -1.958751e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -19587548.000000 Penalty: 5954.162598
	Iteration 22Q: 3 clusters Score -1.958755e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -19587674.000000 Penalty: 5954.162598
	Iteration 23Q: 3 clusters Score -1.958767e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -19587688.000000 Penalty: 5954.162598
	Iteration 24Q: 3 clusters Score -1.958769e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -19587758.000000 Penalty: 5954.162598
	Iteration 25Q: 3 clusters Score -1.958776e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159309 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -19587844.000000 Penalty: 5954.162598
	Iteration 26Q: 3 clusters Score -1.958784e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159815 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -19587858.000000 Penalty: 5954.162598
	Iteration 27Q: 3 clusters Score -1.958786e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -19587838.000000 Penalty: 5954.162598
	Iteration 28Q: 3 clusters Score -1.958784e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -19587902.000000 Penalty: 5954.162598
	Iteration 29Q: 3 clusters Score -1.95879e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160837 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -19587888.000000 Penalty: 5954.162598
	Iteration 30Q: 3 clusters Score -1.958789e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19587920.000000 Penalty: 5954.162598
	Iteration 31Q: 3 clusters Score -1.958792e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161252 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -19587928.000000 Penalty: 5954.162598
	Iteration 32Q: 3 clusters Score -1.958793e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19587918.000000 Penalty: 5954.162598
	Iteration 33Q: 3 clusters Score -1.958792e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161513 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19587866.000000 Penalty: 5954.162598
	Iteration 34Q: 3 clusters Score -1.958787e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19587838.000000 Penalty: 5954.162598
	Iteration 35Q: 3 clusters Score -1.958784e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161718 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19587856.000000 Penalty: 5954.162598
	Iteration 36Q: 3 clusters Score -1.958786e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19587864.000000 Penalty: 5954.162598
	Iteration 37Q: 3 clusters Score -1.958786e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19587862.000000 Penalty: 5954.162598
	Iteration 38Q: 3 clusters Score -1.958786e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19587850.000000 Penalty: 5954.162598
	Iteration 39Q: 3 clusters Score -1.958785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161940 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19587852.000000 Penalty: 5954.162598
	Iteration 40F: 3 clusters Score -1.958785e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161990 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -19587854.000000 Penalty: 5954.162598
	Iteration 41Q: 3 clusters Score -1.958785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19587858.000000 Penalty: 5954.162598
	Iteration 42Q: 3 clusters Score -1.958786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19587854.000000 Penalty: 5954.162598
	Iteration 43Q: 3 clusters Score -1.958785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -19587856.000000 Penalty: 5954.162598
	Iteration 44Q: 3 clusters Score -1.958786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162102 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -19587848.000000 Penalty: 5954.162598
	Iteration 45Q: 3 clusters Score -1.958785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19587862.000000 Penalty: 5954.162598
	Iteration 46Q: 3 clusters Score -1.958786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162124 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -19587858.000000 Penalty: 5954.162598
	Iteration 47Q: 3 clusters Score -1.958786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19587850.000000 Penalty: 5954.162598
	Iteration 48Q: 3 clusters Score -1.958785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -19587878.000000 Penalty: 5954.162598
	Iteration 49Q: 3 clusters Score -1.958788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162154 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19587860.000000 Penalty: 5954.162598
	Iteration 50Q: 3 clusters Score -1.958786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19587854.000000 Penalty: 5954.162598
	Iteration 51Q: 3 clusters Score -1.958785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162160 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -19587844.000000 Penalty: 5954.162598
	Iteration 52Q: 3 clusters Score -1.958784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162162 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -19587832.000000 Penalty: 5954.162598
	Iteration 53Q: 3 clusters Score -1.958783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19587828.000000 Penalty: 5954.162598
	Iteration 54Q: 3 clusters Score -1.958783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19587834.000000 Penalty: 5954.162598
	Iteration 55Q: 3 clusters Score -1.958783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162165 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -19587840.000000 Penalty: 5954.162598
	Iteration 56Q: 3 clusters Score -1.958784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162166 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -19587840.000000 Penalty: 5954.162598
	Iteration 57Q: 3 clusters Score -1.958784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162168 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19587842.000000 Penalty: 5954.162598
	Iteration 58Q: 3 clusters Score -1.958784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162170 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19587838.000000 Penalty: 5954.162598
	Iteration 59Q: 3 clusters Score -1.958784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162171 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19587836.000000 Penalty: 5954.162598
	Iteration 60F: 3 clusters Score -1.958784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19587836.000000 Penalty: 5954.162598
	Iteration 61Q: 3 clusters Score -1.958784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162176 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19587818.000000 Penalty: 5954.162598
	Iteration 62Q: 3 clusters Score -1.958782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162179 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19587834.000000 Penalty: 5954.162598
	Iteration 63Q: 3 clusters Score -1.958783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19587834.000000 Penalty: 5954.162598
	Iteration 64Q: 3 clusters Score -1.958783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162185 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19587828.000000 Penalty: 5954.162598
	Iteration 65Q: 3 clusters Score -1.958783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -19587828.000000 Penalty: 5954.162598
	Iteration 66Q: 3 clusters Score -1.958783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162193 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19587830.000000 Penalty: 5954.162598
	Iteration 67Q: 3 clusters Score -1.958783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162195 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19587830.000000 Penalty: 5954.162598
	Iteration 68Q: 3 clusters Score -1.958783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162197 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -19587828.000000 Penalty: 5954.162598
	Iteration 69Q: 3 clusters Score -1.958783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162200 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -19587838.000000 Penalty: 5954.162598
	Iteration 70Q: 3 clusters Score -1.958784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162203 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19587830.000000 Penalty: 5954.162598
	Iteration 71Q: 3 clusters Score -1.958783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162204 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19587830.000000 Penalty: 5954.162598
	Iteration 72Q: 3 clusters Score -1.958783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162206 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19587830.000000 Penalty: 5954.162598
	Iteration 73Q: 3 clusters Score -1.958783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19587818.000000 Penalty: 5954.162598
	Iteration 74Q: 3 clusters Score -1.958782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19587832.000000 Penalty: 5954.162598
	Iteration 75Q: 3 clusters Score -1.958783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19587820.000000 Penalty: 5954.162598
	Iteration 76Q: 3 clusters Score -1.958782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19587820.000000 Penalty: 5954.162598
	Iteration 77F: 3 clusters Score -1.958782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (232794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232794 members 
Entering Unmasked Estep 
Score: -27878036.000000 Penalty: 3064.761475
	Iteration 0F: 2 clusters Score -2.787804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116115 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -27740838.000000 Penalty: 6129.522949
	Iteration 0F: 3 clusters Score -2.774084e+07 nChanged 112488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -27808594.000000 Penalty: 6129.522949
	Iteration 1F: 3 clusters Score -2.780859e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -27811380.000000 Penalty: 6129.522949
	Iteration 2Q: 3 clusters Score -2.781138e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 133736 members 
Entering Unmasked Estep 
Score: -27815534.000000 Penalty: 6129.522949
	Iteration 3Q: 3 clusters Score -2.781553e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 142604 members 
Entering Unmasked Estep 
Score: -27822254.000000 Penalty: 6129.522949
	Iteration 4F: 3 clusters Score -2.782225e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -27832038.000000 Penalty: 6129.522949
	Iteration 5F: 3 clusters Score -2.783204e+07 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 169751 members 
Entering Unmasked Estep 
Score: -27843070.000000 Penalty: 6129.522949
	Iteration 6F: 3 clusters Score -2.784307e+07 nChanged 18304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 187219 members 
Entering Unmasked Estep 
Score: -27853022.000000 Penalty: 6129.522949
	Iteration 7F: 3 clusters Score -2.785302e+07 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 203441 members 
Entering Unmasked Estep 
Score: -27862330.000000 Penalty: 6129.522949
	Iteration 8F: 3 clusters Score -2.786233e+07 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 215087 members 
Entering Unmasked Estep 
Score: -27868474.000000 Penalty: 6129.522949
	Iteration 9F: 3 clusters Score -2.786847e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 222487 members 
Entering Unmasked Estep 
Score: -27872098.000000 Penalty: 6129.522949
	Iteration 10Q: 3 clusters Score -2.78721e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 226671 members 
Entering Unmasked Estep 
Score: -27873774.000000 Penalty: 6129.522949
	Iteration 11Q: 3 clusters Score -2.787377e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 228947 members 
Entering Unmasked Estep 
Score: -27874678.000000 Penalty: 6129.522949
	Iteration 12Q: 3 clusters Score -2.787468e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 230227 members 
Entering Unmasked Estep 
Score: -27875278.000000 Penalty: 6129.522949
	Iteration 13Q: 3 clusters Score -2.787528e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 230910 members 
Entering Unmasked Estep 
Score: -27875534.000000 Penalty: 6129.522949
	Iteration 14Q: 3 clusters Score -2.787553e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 231314 members 
Entering Unmasked Estep 
Score: -27875716.000000 Penalty: 6129.522949
	Iteration 15Q: 3 clusters Score -2.787572e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 231554 members 
Entering Unmasked Estep 
Score: -27875854.000000 Penalty: 6129.522949
	Iteration 16Q: 3 clusters Score -2.787585e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 231675 members 
Entering Unmasked Estep 
Score: -27875988.000000 Penalty: 6129.522949
	Iteration 17Q: 3 clusters Score -2.787599e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 231765 members 
Entering Unmasked Estep 
Score: -27876040.000000 Penalty: 6129.522949
	Iteration 18Q: 3 clusters Score -2.787604e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 231831 members 
Entering Unmasked Estep 
Score: -27876084.000000 Penalty: 6129.522949
	Iteration 19Q: 3 clusters Score -2.787608e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 231874 members 
Entering Unmasked Estep 
Score: -27876130.000000 Penalty: 6129.522949
	Iteration 20F: 3 clusters Score -2.787613e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 231916 members 
Entering Unmasked Estep 
Score: -27876164.000000 Penalty: 6129.522949
	Iteration 21Q: 3 clusters Score -2.787616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 231933 members 
Entering Unmasked Estep 
Score: -27876178.000000 Penalty: 6129.522949
	Iteration 22Q: 3 clusters Score -2.787618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 231952 members 
Entering Unmasked Estep 
Score: -27876202.000000 Penalty: 6129.522949
	Iteration 23Q: 3 clusters Score -2.78762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 231970 members 
Entering Unmasked Estep 
Score: -27876218.000000 Penalty: 6129.522949
	Iteration 24Q: 3 clusters Score -2.787622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 231980 members 
Entering Unmasked Estep 
Score: -27876216.000000 Penalty: 6129.522949
	Iteration 25Q: 3 clusters Score -2.787622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 231991 members 
Entering Unmasked Estep 
Score: -27876196.000000 Penalty: 6129.522949
	Iteration 26Q: 3 clusters Score -2.78762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 232002 members 
Entering Unmasked Estep 
Score: -27876220.000000 Penalty: 6129.522949
	Iteration 27Q: 3 clusters Score -2.787622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 232009 members 
Entering Unmasked Estep 
Score: -27876232.000000 Penalty: 6129.522949
	Iteration 28Q: 3 clusters Score -2.787623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 232009 members 
Entering Unmasked Estep 
Score: -27876236.000000 Penalty: 6129.522949
	Iteration 29Q: 3 clusters Score -2.787624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 232016 members 
Entering Unmasked Estep 
Score: -27876236.000000 Penalty: 6129.522949
	Iteration 30Q: 3 clusters Score -2.787624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 232022 members 
Entering Unmasked Estep 
Score: -27876234.000000 Penalty: 6129.522949
	Iteration 31Q: 3 clusters Score -2.787623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 232021 members 
Entering Unmasked Estep 
Score: -27876248.000000 Penalty: 6129.522949
	Iteration 32Q: 3 clusters Score -2.787625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 232025 members 
Entering Unmasked Estep 
Score: -27876254.000000 Penalty: 6129.522949
	Iteration 33Q: 3 clusters Score -2.787625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 232029 members 
Entering Unmasked Estep 
Score: -27876250.000000 Penalty: 6129.522949
	Iteration 34Q: 3 clusters Score -2.787625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 232030 members 
Entering Unmasked Estep 
Score: -27876260.000000 Penalty: 6129.522949
	Iteration 35Q: 3 clusters Score -2.787626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 232031 members 
Entering Unmasked Estep 
Score: -27876256.000000 Penalty: 6129.522949
	Iteration 36Q: 3 clusters Score -2.787626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 232030 members 
Entering Unmasked Estep 
Score: -27876252.000000 Penalty: 6129.522949
	Iteration 37Q: 3 clusters Score -2.787625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 232030 members 
Entering Unmasked Estep 
Score: -27876252.000000 Penalty: 6129.522949
	Iteration 38F: 3 clusters Score -2.787625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 31302 members 
Mstep: Class 5 contains 18332 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 135158 members 
Mstep: Class 10 contains 16733 members 
Mstep: Class 11 contains 12328 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 163566 members 
Mstep: Class 14 contains 80307 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 47941 members 
Mstep: Class 17 contains 176814 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 24627 members 
Mstep: Class 20 contains 163466 members 
Mstep: Class 21 contains 232794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205405200.000000 Penalty: 107098.679688
Iteration 39Q: 31 clusters Score -2.054052e+08 nChanged 49407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 122920 members 
Mstep: Class 3 contains 31603 members 
Mstep: Class 4 contains 31482 members 
Mstep: Class 5 contains 18530 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 23673 members 
Mstep: Class 8 contains 134813 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 163771 members 
Mstep: Class 14 contains 81083 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 48505 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 3847 members 
Mstep: Class 19 contains 24696 members 
Mstep: Class 20 contains 164574 members 
Mstep: Class 21 contains 234142 members 
Mstep: Class 22 contains 84245 members 
Mstep: Class 23 contains 49903 members 
Mstep: Class 24 contains 12736 members 
Mstep: Class 25 contains 174043 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 94608 members 
Mstep: Class 30 contains 11183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205429984.000000 Penalty: 107098.679688
Iteration 40F: 31 clusters Score -2.0543e+08 nChanged 40555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 122253 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 30579 members 
Mstep: Class 5 contains 18337 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 23346 members 
Mstep: Class 8 contains 133186 members 
Mstep: Class 9 contains 2175 members 
Mstep: Class 10 contains 20064 members 
Mstep: Class 11 contains 14044 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 161206 members 
Mstep: Class 14 contains 81849 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 48197 members 
Mstep: Class 17 contains 181923 members 
Mstep: Class 18 contains 3993 members 
Mstep: Class 19 contains 24463 members 
Mstep: Class 20 contains 163355 members 
Mstep: Class 21 contains 233472 members 
Mstep: Class 22 contains 86470 members 
Mstep: Class 23 contains 50147 members 
Mstep: Class 24 contains 14234 members 
Mstep: Class 25 contains 174121 members 
Mstep: Class 26 contains 6073 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 93009 members 
Mstep: Class 30 contains 14575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205447552.000000 Penalty: 107098.679688
Iteration 41Q: 31 clusters Score -2.054476e+08 nChanged 28408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 121677 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 29894 members 
Mstep: Class 5 contains 18162 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 23358 members 
Mstep: Class 8 contains 131568 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 21643 members 
Mstep: Class 11 contains 14871 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 159154 members 
Mstep: Class 14 contains 82483 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 47703 members 
Mstep: Class 17 contains 183814 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 24247 members 
Mstep: Class 20 contains 161800 members 
Mstep: Class 21 contains 232101 members 
Mstep: Class 22 contains 88112 members 
Mstep: Class 23 contains 50246 members 
Mstep: Class 24 contains 15266 members 
Mstep: Class 25 contains 174007 members 
Mstep: Class 26 contains 6320 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 91532 members 
Mstep: Class 30 contains 17288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205458016.000000 Penalty: 107098.679688
Iteration 42Q: 31 clusters Score -2.05458e+08 nChanged 24099
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 121126 members 
Mstep: Class 3 contains 30875 members 
Mstep: Class 4 contains 29314 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 23406 members 
Mstep: Class 8 contains 130044 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 23192 members 
Mstep: Class 11 contains 15613 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 157252 members 
Mstep: Class 14 contains 82993 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 47184 members 
Mstep: Class 17 contains 186554 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 24060 members 
Mstep: Class 20 contains 160354 members 
Mstep: Class 21 contains 230338 members 
Mstep: Class 22 contains 89622 members 
Mstep: Class 23 contains 50298 members 
Mstep: Class 24 contains 16024 members 
Mstep: Class 25 contains 173791 members 
Mstep: Class 26 contains 6485 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 90353 members 
Mstep: Class 30 contains 19452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205465920.000000 Penalty: 107098.679688
Iteration 43Q: 31 clusters Score -2.054659e+08 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 120601 members 
Mstep: Class 3 contains 30835 members 
Mstep: Class 4 contains 28872 members 
Mstep: Class 5 contains 17842 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 23393 members 
Mstep: Class 8 contains 128659 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 24772 members 
Mstep: Class 11 contains 16223 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 155463 members 
Mstep: Class 14 contains 83467 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 46669 members 
Mstep: Class 17 contains 189474 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 159101 members 
Mstep: Class 21 contains 228427 members 
Mstep: Class 22 contains 90967 members 
Mstep: Class 23 contains 50336 members 
Mstep: Class 24 contains 16635 members 
Mstep: Class 25 contains 173536 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 89352 members 
Mstep: Class 30 contains 21240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205473664.000000 Penalty: 107098.679688
Iteration 44Q: 31 clusters Score -2.054737e+08 nChanged 18968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 120136 members 
Mstep: Class 3 contains 30800 members 
Mstep: Class 4 contains 28510 members 
Mstep: Class 5 contains 17740 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 23412 members 
Mstep: Class 8 contains 127499 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 26366 members 
Mstep: Class 11 contains 16696 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 153794 members 
Mstep: Class 14 contains 83872 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 46149 members 
Mstep: Class 17 contains 192411 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 23616 members 
Mstep: Class 20 contains 158069 members 
Mstep: Class 21 contains 226443 members 
Mstep: Class 22 contains 92060 members 
Mstep: Class 23 contains 50355 members 
Mstep: Class 24 contains 17164 members 
Mstep: Class 25 contains 173300 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 88514 members 
Mstep: Class 30 contains 22724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205480336.000000 Penalty: 107098.679688
Iteration 45Q: 31 clusters Score -2.054803e+08 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 119732 members 
Mstep: Class 3 contains 30782 members 
Mstep: Class 4 contains 28193 members 
Mstep: Class 5 contains 17638 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 23435 members 
Mstep: Class 8 contains 126482 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 27888 members 
Mstep: Class 11 contains 17120 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 152269 members 
Mstep: Class 14 contains 84227 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 45623 members 
Mstep: Class 17 contains 195214 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 23410 members 
Mstep: Class 20 contains 157163 members 
Mstep: Class 21 contains 224498 members 
Mstep: Class 22 contains 93075 members 
Mstep: Class 23 contains 50344 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 173089 members 
Mstep: Class 26 contains 6805 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 87790 members 
Mstep: Class 30 contains 24012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205485632.000000 Penalty: 107098.679688
Iteration 46Q: 31 clusters Score -2.054856e+08 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 119344 members 
Mstep: Class 3 contains 30771 members 
Mstep: Class 4 contains 27899 members 
Mstep: Class 5 contains 17553 members 
Mstep: Class 6 contains 4309 members 
Mstep: Class 7 contains 23481 members 
Mstep: Class 8 contains 125604 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 29265 members 
Mstep: Class 11 contains 17480 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 150790 members 
Mstep: Class 14 contains 84633 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 45114 members 
Mstep: Class 17 contains 198001 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 23202 members 
Mstep: Class 20 contains 156380 members 
Mstep: Class 21 contains 222614 members 
Mstep: Class 22 contains 93923 members 
Mstep: Class 23 contains 50343 members 
Mstep: Class 24 contains 18048 members 
Mstep: Class 25 contains 172889 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 87176 members 
Mstep: Class 30 contains 25164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205490640.000000 Penalty: 107098.679688
Iteration 47Q: 31 clusters Score -2.054906e+08 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 119003 members 
Mstep: Class 3 contains 30741 members 
Mstep: Class 4 contains 27684 members 
Mstep: Class 5 contains 17491 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 23526 members 
Mstep: Class 8 contains 124843 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 30463 members 
Mstep: Class 11 contains 17741 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 149443 members 
Mstep: Class 14 contains 85010 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 44622 members 
Mstep: Class 17 contains 200619 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 23014 members 
Mstep: Class 20 contains 155718 members 
Mstep: Class 21 contains 220934 members 
Mstep: Class 22 contains 94700 members 
Mstep: Class 23 contains 50290 members 
Mstep: Class 24 contains 18387 members 
Mstep: Class 25 contains 172665 members 
Mstep: Class 26 contains 6964 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 86696 members 
Mstep: Class 30 contains 26123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205495200.000000 Penalty: 107098.679688
Iteration 48Q: 31 clusters Score -2.054952e+08 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 118680 members 
Mstep: Class 3 contains 30719 members 
Mstep: Class 4 contains 27469 members 
Mstep: Class 5 contains 17460 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 23537 members 
Mstep: Class 8 contains 124172 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 31479 members 
Mstep: Class 11 contains 17931 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 148132 members 
Mstep: Class 14 contains 85386 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 44144 members 
Mstep: Class 17 contains 202981 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 22855 members 
Mstep: Class 20 contains 155345 members 
Mstep: Class 21 contains 219485 members 
Mstep: Class 22 contains 95320 members 
Mstep: Class 23 contains 50203 members 
Mstep: Class 24 contains 18713 members 
Mstep: Class 25 contains 172522 members 
Mstep: Class 26 contains 7013 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 86327 members 
Mstep: Class 30 contains 26940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205498688.000000 Penalty: 107098.679688
Iteration 49Q: 31 clusters Score -2.054987e+08 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 118366 members 
Mstep: Class 3 contains 30703 members 
Mstep: Class 4 contains 27239 members 
Mstep: Class 5 contains 17415 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 23575 members 
Mstep: Class 8 contains 123611 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 32346 members 
Mstep: Class 11 contains 18084 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 146784 members 
Mstep: Class 14 contains 85784 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 43691 members 
Mstep: Class 17 contains 205210 members 
Mstep: Class 18 contains 4268 members 
Mstep: Class 19 contains 22674 members 
Mstep: Class 20 contains 155157 members 
Mstep: Class 21 contains 218248 members 
Mstep: Class 22 contains 95837 members 
Mstep: Class 23 contains 50158 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 172373 members 
Mstep: Class 26 contains 7085 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 86029 members 
Mstep: Class 30 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501232.000000 Penalty: 107098.679688
Iteration 50Q: 31 clusters Score -2.055012e+08 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 118034 members 
Mstep: Class 3 contains 30682 members 
Mstep: Class 4 contains 27055 members 
Mstep: Class 5 contains 17381 members 
Mstep: Class 6 contains 5137 members 
Mstep: Class 7 contains 23621 members 
Mstep: Class 8 contains 123117 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 33098 members 
Mstep: Class 11 contains 18200 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 145539 members 
Mstep: Class 14 contains 86158 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 43220 members 
Mstep: Class 17 contains 207341 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 22512 members 
Mstep: Class 20 contains 155113 members 
Mstep: Class 21 contains 217101 members 
Mstep: Class 22 contains 96303 members 
Mstep: Class 23 contains 50077 members 
Mstep: Class 24 contains 19253 members 
Mstep: Class 25 contains 172203 members 
Mstep: Class 26 contains 7168 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 85784 members 
Mstep: Class 30 contains 28143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205503744.000000 Penalty: 107098.679688
Iteration 51Q: 31 clusters Score -2.055037e+08 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 117727 members 
Mstep: Class 3 contains 30663 members 
Mstep: Class 4 contains 26882 members 
Mstep: Class 5 contains 17354 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 23674 members 
Mstep: Class 8 contains 122670 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 33699 members 
Mstep: Class 11 contains 18275 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 144302 members 
Mstep: Class 14 contains 86569 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 42812 members 
Mstep: Class 17 contains 209229 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 155213 members 
Mstep: Class 21 contains 216169 members 
Mstep: Class 22 contains 96721 members 
Mstep: Class 23 contains 49971 members 
Mstep: Class 24 contains 19470 members 
Mstep: Class 25 contains 172079 members 
Mstep: Class 26 contains 7250 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 85543 members 
Mstep: Class 30 contains 28625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205505232.000000 Penalty: 107098.679688
Iteration 52Q: 31 clusters Score -2.055052e+08 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 117413 members 
Mstep: Class 3 contains 30638 members 
Mstep: Class 4 contains 26743 members 
Mstep: Class 5 contains 17327 members 
Mstep: Class 6 contains 5443 members 
Mstep: Class 7 contains 23716 members 
Mstep: Class 8 contains 122218 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 34243 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 143139 members 
Mstep: Class 14 contains 87040 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 42439 members 
Mstep: Class 17 contains 210951 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 22227 members 
Mstep: Class 20 contains 155307 members 
Mstep: Class 21 contains 215426 members 
Mstep: Class 22 contains 97091 members 
Mstep: Class 23 contains 49884 members 
Mstep: Class 24 contains 19677 members 
Mstep: Class 25 contains 171949 members 
Mstep: Class 26 contains 7338 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 85343 members 
Mstep: Class 30 contains 29039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205505872.000000 Penalty: 107098.679688
Iteration 53Q: 31 clusters Score -2.055059e+08 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 117125 members 
Mstep: Class 3 contains 30611 members 
Mstep: Class 4 contains 26655 members 
Mstep: Class 5 contains 17300 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 121806 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 34708 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 141989 members 
Mstep: Class 14 contains 87665 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 42096 members 
Mstep: Class 17 contains 212523 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 22122 members 
Mstep: Class 20 contains 155385 members 
Mstep: Class 21 contains 214737 members 
Mstep: Class 22 contains 97371 members 
Mstep: Class 23 contains 49775 members 
Mstep: Class 24 contains 19855 members 
Mstep: Class 25 contains 171801 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 85172 members 
Mstep: Class 30 contains 29394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205506176.000000 Penalty: 107098.679688
Iteration 54Q: 31 clusters Score -2.055062e+08 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 116900 members 
Mstep: Class 3 contains 30574 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 17261 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 23808 members 
Mstep: Class 8 contains 121455 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 35102 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 140741 members 
Mstep: Class 14 contains 88393 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 41794 members 
Mstep: Class 17 contains 214023 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 22013 members 
Mstep: Class 20 contains 155539 members 
Mstep: Class 21 contains 214138 members 
Mstep: Class 22 contains 97587 members 
Mstep: Class 23 contains 49670 members 
Mstep: Class 24 contains 19980 members 
Mstep: Class 25 contains 171685 members 
Mstep: Class 26 contains 7533 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 85017 members 
Mstep: Class 30 contains 29672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205507376.000000 Penalty: 107098.679688
Iteration 55Q: 31 clusters Score -2.055074e+08 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 116690 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 26491 members 
Mstep: Class 5 contains 17212 members 
Mstep: Class 6 contains 5762 members 
Mstep: Class 7 contains 23840 members 
Mstep: Class 8 contains 121137 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 35442 members 
Mstep: Class 11 contains 18433 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 139416 members 
Mstep: Class 14 contains 89281 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 41547 members 
Mstep: Class 17 contains 215441 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 21930 members 
Mstep: Class 20 contains 155646 members 
Mstep: Class 21 contains 213597 members 
Mstep: Class 22 contains 97744 members 
Mstep: Class 23 contains 49576 members 
Mstep: Class 24 contains 20120 members 
Mstep: Class 25 contains 171580 members 
Mstep: Class 26 contains 7582 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84874 members 
Mstep: Class 30 contains 29930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205508400.000000 Penalty: 107098.679688
Iteration 56Q: 31 clusters Score -2.055084e+08 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 116468 members 
Mstep: Class 3 contains 30505 members 
Mstep: Class 4 contains 26426 members 
Mstep: Class 5 contains 17163 members 
Mstep: Class 6 contains 5850 members 
Mstep: Class 7 contains 23899 members 
Mstep: Class 8 contains 120860 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 35770 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 138073 members 
Mstep: Class 14 contains 90328 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 41310 members 
Mstep: Class 17 contains 216686 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 21837 members 
Mstep: Class 20 contains 155691 members 
Mstep: Class 21 contains 213125 members 
Mstep: Class 22 contains 97888 members 
Mstep: Class 23 contains 49486 members 
Mstep: Class 24 contains 20225 members 
Mstep: Class 25 contains 171436 members 
Mstep: Class 26 contains 7662 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84753 members 
Mstep: Class 30 contains 30171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205510208.000000 Penalty: 107098.679688
Iteration 57Q: 31 clusters Score -2.055102e+08 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 116247 members 
Mstep: Class 3 contains 30493 members 
Mstep: Class 4 contains 26357 members 
Mstep: Class 5 contains 17128 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 23904 members 
Mstep: Class 8 contains 120578 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 36070 members 
Mstep: Class 11 contains 18458 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 136614 members 
Mstep: Class 14 contains 91477 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 41103 members 
Mstep: Class 17 contains 217836 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 21757 members 
Mstep: Class 20 contains 155734 members 
Mstep: Class 21 contains 212698 members 
Mstep: Class 22 contains 98017 members 
Mstep: Class 23 contains 49416 members 
Mstep: Class 24 contains 20359 members 
Mstep: Class 25 contains 171313 members 
Mstep: Class 26 contains 7757 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84654 members 
Mstep: Class 30 contains 30394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205510768.000000 Penalty: 107098.679688
Iteration 58Q: 31 clusters Score -2.055108e+08 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 116053 members 
Mstep: Class 3 contains 30489 members 
Mstep: Class 4 contains 26331 members 
Mstep: Class 5 contains 17093 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 23917 members 
Mstep: Class 8 contains 120322 members 
Mstep: Class 9 contains 3122 members 
Mstep: Class 10 contains 36351 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 135175 members 
Mstep: Class 14 contains 92586 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 40897 members 
Mstep: Class 17 contains 218892 members 
Mstep: Class 18 contains 4304 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 155811 members 
Mstep: Class 21 contains 212313 members 
Mstep: Class 22 contains 98135 members 
Mstep: Class 23 contains 49333 members 
Mstep: Class 24 contains 20489 members 
Mstep: Class 25 contains 171201 members 
Mstep: Class 26 contains 7835 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84543 members 
Mstep: Class 30 contains 30599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205512464.000000 Penalty: 107098.679688
Iteration 59Q: 31 clusters Score -2.055125e+08 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 115832 members 
Mstep: Class 3 contains 30490 members 
Mstep: Class 4 contains 26268 members 
Mstep: Class 5 contains 17056 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 23937 members 
Mstep: Class 8 contains 120072 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 36632 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 133801 members 
Mstep: Class 14 contains 93747 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 40709 members 
Mstep: Class 17 contains 219971 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 21593 members 
Mstep: Class 20 contains 155890 members 
Mstep: Class 21 contains 211970 members 
Mstep: Class 22 contains 98224 members 
Mstep: Class 23 contains 49276 members 
Mstep: Class 24 contains 20599 members 
Mstep: Class 25 contains 171113 members 
Mstep: Class 26 contains 7921 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84426 members 
Mstep: Class 30 contains 30762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205514176.000000 Penalty: 107098.679688
Iteration 60F: 31 clusters Score -2.055142e+08 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 115604 members 
Mstep: Class 3 contains 30467 members 
Mstep: Class 4 contains 26217 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 6266 members 
Mstep: Class 7 contains 23936 members 
Mstep: Class 8 contains 119804 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 37605 members 
Mstep: Class 11 contains 18444 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 132500 members 
Mstep: Class 14 contains 94916 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 40513 members 
Mstep: Class 17 contains 220894 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 21527 members 
Mstep: Class 20 contains 155961 members 
Mstep: Class 21 contains 211031 members 
Mstep: Class 22 contains 98312 members 
Mstep: Class 23 contains 49222 members 
Mstep: Class 24 contains 20687 members 
Mstep: Class 25 contains 171032 members 
Mstep: Class 26 contains 8044 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84336 members 
Mstep: Class 30 contains 30846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205515264.000000 Penalty: 107098.679688
Iteration 61Q: 31 clusters Score -2.055153e+08 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 115409 members 
Mstep: Class 3 contains 30444 members 
Mstep: Class 4 contains 26171 members 
Mstep: Class 5 contains 16981 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 23929 members 
Mstep: Class 8 contains 119544 members 
Mstep: Class 9 contains 3271 members 
Mstep: Class 10 contains 38572 members 
Mstep: Class 11 contains 18445 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 131192 members 
Mstep: Class 14 contains 96186 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 40362 members 
Mstep: Class 17 contains 221815 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 21473 members 
Mstep: Class 20 contains 155972 members 
Mstep: Class 21 contains 209962 members 
Mstep: Class 22 contains 98386 members 
Mstep: Class 23 contains 49162 members 
Mstep: Class 24 contains 20778 members 
Mstep: Class 25 contains 170921 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84268 members 
Mstep: Class 30 contains 30897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205516592.000000 Penalty: 107098.679688
Iteration 62Q: 31 clusters Score -2.055166e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 115250 members 
Mstep: Class 3 contains 30434 members 
Mstep: Class 4 contains 26142 members 
Mstep: Class 5 contains 16930 members 
Mstep: Class 6 contains 6762 members 
Mstep: Class 7 contains 23959 members 
Mstep: Class 8 contains 119318 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 39582 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 129868 members 
Mstep: Class 14 contains 97480 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 40216 members 
Mstep: Class 17 contains 222655 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 21409 members 
Mstep: Class 20 contains 155912 members 
Mstep: Class 21 contains 208831 members 
Mstep: Class 22 contains 98449 members 
Mstep: Class 23 contains 49120 members 
Mstep: Class 24 contains 20868 members 
Mstep: Class 25 contains 170830 members 
Mstep: Class 26 contains 8291 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84185 members 
Mstep: Class 30 contains 30956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205517136.000000 Penalty: 107098.679688
Iteration 63Q: 31 clusters Score -2.055171e+08 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 115037 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 26107 members 
Mstep: Class 5 contains 16898 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 23979 members 
Mstep: Class 8 contains 119115 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 40509 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 128586 members 
Mstep: Class 14 contains 98770 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 40069 members 
Mstep: Class 17 contains 223458 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 21335 members 
Mstep: Class 20 contains 155917 members 
Mstep: Class 21 contains 207781 members 
Mstep: Class 22 contains 98469 members 
Mstep: Class 23 contains 49102 members 
Mstep: Class 24 contains 20961 members 
Mstep: Class 25 contains 170754 members 
Mstep: Class 26 contains 8433 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84093 members 
Mstep: Class 30 contains 31035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205517152.000000 Penalty: 107098.679688
Iteration 64Q: 31 clusters Score -2.055172e+08 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 114842 members 
Mstep: Class 3 contains 30397 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 16849 members 
Mstep: Class 6 contains 7224 members 
Mstep: Class 7 contains 23973 members 
Mstep: Class 8 contains 118915 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 41384 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 127210 members 
Mstep: Class 14 contains 100279 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39906 members 
Mstep: Class 17 contains 224259 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 21275 members 
Mstep: Class 20 contains 155941 members 
Mstep: Class 21 contains 206718 members 
Mstep: Class 22 contains 98465 members 
Mstep: Class 23 contains 49070 members 
Mstep: Class 24 contains 21066 members 
Mstep: Class 25 contains 170680 members 
Mstep: Class 26 contains 8585 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 84015 members 
Mstep: Class 30 contains 31080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518368.000000 Penalty: 107098.679688
Iteration 65Q: 31 clusters Score -2.055184e+08 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 114650 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 26019 members 
Mstep: Class 5 contains 16813 members 
Mstep: Class 6 contains 7434 members 
Mstep: Class 7 contains 23959 members 
Mstep: Class 8 contains 118707 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 125842 members 
Mstep: Class 14 contains 101922 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39748 members 
Mstep: Class 17 contains 225031 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 21220 members 
Mstep: Class 20 contains 155857 members 
Mstep: Class 21 contains 205737 members 
Mstep: Class 22 contains 98431 members 
Mstep: Class 23 contains 49035 members 
Mstep: Class 24 contains 21159 members 
Mstep: Class 25 contains 170614 members 
Mstep: Class 26 contains 8775 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 83944 members 
Mstep: Class 30 contains 31128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518256.000000 Penalty: 107098.679688
Iteration 66Q: 31 clusters Score -2.055183e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 114453 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 25967 members 
Mstep: Class 5 contains 16781 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 23977 members 
Mstep: Class 8 contains 118541 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 124428 members 
Mstep: Class 14 contains 103677 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39636 members 
Mstep: Class 17 contains 225740 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 21166 members 
Mstep: Class 20 contains 155782 members 
Mstep: Class 21 contains 204733 members 
Mstep: Class 22 contains 98361 members 
Mstep: Class 23 contains 48999 members 
Mstep: Class 24 contains 21226 members 
Mstep: Class 25 contains 170546 members 
Mstep: Class 26 contains 8945 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 83897 members 
Mstep: Class 30 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205519936.000000 Penalty: 107098.679688
Iteration 67Q: 31 clusters Score -2.055199e+08 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 114287 members 
Mstep: Class 3 contains 30276 members 
Mstep: Class 4 contains 25920 members 
Mstep: Class 5 contains 16755 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 23991 members 
Mstep: Class 8 contains 118383 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 43882 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 123014 members 
Mstep: Class 14 contains 105468 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39521 members 
Mstep: Class 17 contains 226438 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 155686 members 
Mstep: Class 21 contains 203716 members 
Mstep: Class 22 contains 98309 members 
Mstep: Class 23 contains 48954 members 
Mstep: Class 24 contains 21259 members 
Mstep: Class 25 contains 170455 members 
Mstep: Class 26 contains 9126 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83856 members 
Mstep: Class 30 contains 31211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205520976.000000 Penalty: 107098.679688
Iteration 68Q: 31 clusters Score -2.05521e+08 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 114107 members 
Mstep: Class 3 contains 30245 members 
Mstep: Class 4 contains 25879 members 
Mstep: Class 5 contains 16740 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 24021 members 
Mstep: Class 8 contains 118256 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 44700 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 121490 members 
Mstep: Class 14 contains 107275 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39397 members 
Mstep: Class 17 contains 227053 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 21022 members 
Mstep: Class 20 contains 155709 members 
Mstep: Class 21 contains 202699 members 
Mstep: Class 22 contains 98281 members 
Mstep: Class 23 contains 48886 members 
Mstep: Class 24 contains 21309 members 
Mstep: Class 25 contains 170376 members 
Mstep: Class 26 contains 9308 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83796 members 
Mstep: Class 30 contains 31237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205521968.000000 Penalty: 107098.679688
Iteration 69Q: 31 clusters Score -2.05522e+08 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 113946 members 
Mstep: Class 3 contains 30215 members 
Mstep: Class 4 contains 25860 members 
Mstep: Class 5 contains 16720 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 24051 members 
Mstep: Class 8 contains 118108 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 45475 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 119928 members 
Mstep: Class 14 contains 109149 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39294 members 
Mstep: Class 17 contains 227665 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 155725 members 
Mstep: Class 21 contains 201704 members 
Mstep: Class 22 contains 98233 members 
Mstep: Class 23 contains 48816 members 
Mstep: Class 24 contains 21350 members 
Mstep: Class 25 contains 170302 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83715 members 
Mstep: Class 30 contains 31236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205523280.000000 Penalty: 107098.679688
Iteration 70Q: 31 clusters Score -2.055233e+08 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 113775 members 
Mstep: Class 3 contains 30194 members 
Mstep: Class 4 contains 25831 members 
Mstep: Class 5 contains 16685 members 
Mstep: Class 6 contains 8567 members 
Mstep: Class 7 contains 24069 members 
Mstep: Class 8 contains 117960 members 
Mstep: Class 9 contains 4413 members 
Mstep: Class 10 contains 46234 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 118328 members 
Mstep: Class 14 contains 111057 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39200 members 
Mstep: Class 17 contains 228392 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 20893 members 
Mstep: Class 20 contains 155770 members 
Mstep: Class 21 contains 200680 members 
Mstep: Class 22 contains 98175 members 
Mstep: Class 23 contains 48754 members 
Mstep: Class 24 contains 21384 members 
Mstep: Class 25 contains 170226 members 
Mstep: Class 26 contains 9683 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83647 members 
Mstep: Class 30 contains 31180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524672.000000 Penalty: 107098.679688
Iteration 71Q: 31 clusters Score -2.055247e+08 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 113648 members 
Mstep: Class 3 contains 30179 members 
Mstep: Class 4 contains 25792 members 
Mstep: Class 5 contains 16650 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 24066 members 
Mstep: Class 8 contains 117844 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 46922 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 116699 members 
Mstep: Class 14 contains 113094 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39111 members 
Mstep: Class 17 contains 229082 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 155714 members 
Mstep: Class 21 contains 199730 members 
Mstep: Class 22 contains 98139 members 
Mstep: Class 23 contains 48684 members 
Mstep: Class 24 contains 21430 members 
Mstep: Class 25 contains 170162 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83575 members 
Mstep: Class 30 contains 31143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525440.000000 Penalty: 107098.679688
Iteration 72Q: 31 clusters Score -2.055254e+08 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 113539 members 
Mstep: Class 3 contains 30162 members 
Mstep: Class 4 contains 25768 members 
Mstep: Class 5 contains 16643 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 24056 members 
Mstep: Class 8 contains 117743 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 47561 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 115108 members 
Mstep: Class 14 contains 115139 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 39011 members 
Mstep: Class 17 contains 229723 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 20735 members 
Mstep: Class 20 contains 155667 members 
Mstep: Class 21 contains 198835 members 
Mstep: Class 22 contains 98105 members 
Mstep: Class 23 contains 48620 members 
Mstep: Class 24 contains 21461 members 
Mstep: Class 25 contains 170129 members 
Mstep: Class 26 contains 9995 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83478 members 
Mstep: Class 30 contains 31111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527216.000000 Penalty: 107098.679688
Iteration 73Q: 31 clusters Score -2.055272e+08 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 113410 members 
Mstep: Class 3 contains 30129 members 
Mstep: Class 4 contains 25745 members 
Mstep: Class 5 contains 16618 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 24043 members 
Mstep: Class 8 contains 117648 members 
Mstep: Class 9 contains 4771 members 
Mstep: Class 10 contains 48210 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 113500 members 
Mstep: Class 14 contains 117192 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38908 members 
Mstep: Class 17 contains 230347 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 20641 members 
Mstep: Class 20 contains 155640 members 
Mstep: Class 21 contains 197995 members 
Mstep: Class 22 contains 98118 members 
Mstep: Class 23 contains 48538 members 
Mstep: Class 24 contains 21509 members 
Mstep: Class 25 contains 170094 members 
Mstep: Class 26 contains 10145 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83392 members 
Mstep: Class 30 contains 31055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528800.000000 Penalty: 107098.679688
Iteration 74Q: 31 clusters Score -2.055288e+08 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 113309 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 25746 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 24047 members 
Mstep: Class 8 contains 117579 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 48882 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 111819 members 
Mstep: Class 14 contains 119220 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38792 members 
Mstep: Class 17 contains 230930 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 20544 members 
Mstep: Class 20 contains 155622 members 
Mstep: Class 21 contains 197152 members 
Mstep: Class 22 contains 98123 members 
Mstep: Class 23 contains 48470 members 
Mstep: Class 24 contains 21542 members 
Mstep: Class 25 contains 170055 members 
Mstep: Class 26 contains 10315 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83302 members 
Mstep: Class 30 contains 30998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205529488.000000 Penalty: 107098.679688
Iteration 75Q: 31 clusters Score -2.055295e+08 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 113194 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 25766 members 
Mstep: Class 5 contains 16556 members 
Mstep: Class 6 contains 9551 members 
Mstep: Class 7 contains 24076 members 
Mstep: Class 8 contains 117512 members 
Mstep: Class 9 contains 4980 members 
Mstep: Class 10 contains 49532 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 110185 members 
Mstep: Class 14 contains 121097 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38699 members 
Mstep: Class 17 contains 231555 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 20473 members 
Mstep: Class 20 contains 155653 members 
Mstep: Class 21 contains 196249 members 
Mstep: Class 22 contains 98150 members 
Mstep: Class 23 contains 48417 members 
Mstep: Class 24 contains 21591 members 
Mstep: Class 25 contains 169994 members 
Mstep: Class 26 contains 10480 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83223 members 
Mstep: Class 30 contains 30932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205530400.000000 Penalty: 107098.679688
Iteration 76Q: 31 clusters Score -2.055304e+08 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 113106 members 
Mstep: Class 3 contains 30117 members 
Mstep: Class 4 contains 25752 members 
Mstep: Class 5 contains 16528 members 
Mstep: Class 6 contains 9773 members 
Mstep: Class 7 contains 24119 members 
Mstep: Class 8 contains 117470 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 50163 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 108637 members 
Mstep: Class 14 contains 122942 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38591 members 
Mstep: Class 17 contains 232095 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 20404 members 
Mstep: Class 20 contains 155715 members 
Mstep: Class 21 contains 195348 members 
Mstep: Class 22 contains 98148 members 
Mstep: Class 23 contains 48345 members 
Mstep: Class 24 contains 21629 members 
Mstep: Class 25 contains 169942 members 
Mstep: Class 26 contains 10666 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83152 members 
Mstep: Class 30 contains 30886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205531696.000000 Penalty: 107098.679688
Iteration 77Q: 31 clusters Score -2.055317e+08 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 113013 members 
Mstep: Class 3 contains 30126 members 
Mstep: Class 4 contains 25767 members 
Mstep: Class 5 contains 16503 members 
Mstep: Class 6 contains 9966 members 
Mstep: Class 7 contains 24137 members 
Mstep: Class 8 contains 117396 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 50734 members 
Mstep: Class 11 contains 18484 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 107061 members 
Mstep: Class 14 contains 124688 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38488 members 
Mstep: Class 17 contains 232585 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 20353 members 
Mstep: Class 20 contains 155813 members 
Mstep: Class 21 contains 194569 members 
Mstep: Class 22 contains 98169 members 
Mstep: Class 23 contains 48285 members 
Mstep: Class 24 contains 21666 members 
Mstep: Class 25 contains 169893 members 
Mstep: Class 26 contains 10832 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83096 members 
Mstep: Class 30 contains 30859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532688.000000 Penalty: 107098.679688
Iteration 78Q: 31 clusters Score -2.055327e+08 nChanged 6862
Entering ConstructFrom: 
Score: -205532688.000000 Penalty: 107098.679688
Entering ConstructFrom: 
Trying to split cluster 1 (29654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Entering Unmasked Estep 
Score: -3293475.250000 Penalty: 2553.743164
	Iteration 0F: 2 clusters Score -3293475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3273103.500000 Penalty: 5107.486328
	Iteration 0F: 3 clusters Score -3273104 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3280153.250000 Penalty: 5107.486328
	Iteration 1F: 3 clusters Score -3280153 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3280738.500000 Penalty: 5107.486328
	Iteration 2F: 3 clusters Score -3280738 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3281403.250000 Penalty: 5107.486328
	Iteration 3Q: 3 clusters Score -3281403 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3282185.000000 Penalty: 5107.486328
	Iteration 4F: 3 clusters Score -3282185 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3283054.250000 Penalty: 5107.486328
	Iteration 5F: 3 clusters Score -3283054 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3284193.500000 Penalty: 5107.486328
	Iteration 6F: 3 clusters Score -3284194 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3285683.000000 Penalty: 5107.486328
	Iteration 7F: 3 clusters Score -3285683 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3287515.750000 Penalty: 5107.486328
	Iteration 8F: 3 clusters Score -3287516 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3289509.250000 Penalty: 5107.486328
	Iteration 9F: 3 clusters Score -3289509 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3291341.250000 Penalty: 5107.486328
	Iteration 10F: 3 clusters Score -3291341 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3292683.500000 Penalty: 5107.486328
	Iteration 11Q: 3 clusters Score -3292684 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3293410.000000 Penalty: 5107.486328
	Iteration 12Q: 3 clusters Score -3293410 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3293733.000000 Penalty: 5107.486328
	Iteration 13Q: 3 clusters Score -3293733 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3293932.750000 Penalty: 5107.486328
	Iteration 14Q: 3 clusters Score -3293933 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3294042.500000 Penalty: 5107.486328
	Iteration 15Q: 3 clusters Score -3294042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3294112.750000 Penalty: 5107.486328
	Iteration 16Q: 3 clusters Score -3294113 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3294175.750000 Penalty: 5107.486328
	Iteration 17Q: 3 clusters Score -3294176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3294209.500000 Penalty: 5107.486328
	Iteration 18Q: 3 clusters Score -3294210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3294228.250000 Penalty: 5107.486328
	Iteration 19Q: 3 clusters Score -3294228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3294250.500000 Penalty: 5107.486328
	Iteration 20F: 3 clusters Score -3294250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3294261.750000 Penalty: 5107.486328
	Iteration 21Q: 3 clusters Score -3294262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3294265.000000 Penalty: 5107.486328
	Iteration 22Q: 3 clusters Score -3294265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3294266.500000 Penalty: 5107.486328
	Iteration 23Q: 3 clusters Score -3294266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3294266.000000 Penalty: 5107.486328
	Iteration 24Q: 3 clusters Score -3294266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3294275.000000 Penalty: 5107.486328
	Iteration 25Q: 3 clusters Score -3294275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3294273.250000 Penalty: 5107.486328
	Iteration 26Q: 3 clusters Score -3294273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3294280.250000 Penalty: 5107.486328
	Iteration 27Q: 3 clusters Score -3294280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3294283.000000 Penalty: 5107.486328
	Iteration 28Q: 3 clusters Score -3294283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3294289.500000 Penalty: 5107.486328
	Iteration 29Q: 3 clusters Score -3294290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3294288.250000 Penalty: 5107.486328
	Iteration 30Q: 3 clusters Score -3294288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3294292.500000 Penalty: 5107.486328
	Iteration 31Q: 3 clusters Score -3294292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3294297.250000 Penalty: 5107.486328
	Iteration 32Q: 3 clusters Score -3294297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3294299.000000 Penalty: 5107.486328
	Iteration 33Q: 3 clusters Score -3294299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3294295.750000 Penalty: 5107.486328
	Iteration 34Q: 3 clusters Score -3294296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3294292.000000 Penalty: 5107.486328
	Iteration 35Q: 3 clusters Score -3294292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3294295.250000 Penalty: 5107.486328
	Iteration 36Q: 3 clusters Score -3294295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3294295.750000 Penalty: 5107.486328
	Iteration 37Q: 3 clusters Score -3294296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3294296.000000 Penalty: 5107.486328
	Iteration 38Q: 3 clusters Score -3294296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3294295.750000 Penalty: 5107.486328
	Iteration 39Q: 3 clusters Score -3294296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3294296.250000 Penalty: 5107.486328
	Iteration 40F: 3 clusters Score -3294296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3294302.750000 Penalty: 5107.486328
	Iteration 41Q: 3 clusters Score -3294303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3294297.000000 Penalty: 5107.486328
	Iteration 42Q: 3 clusters Score -3294297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3294293.750000 Penalty: 5107.486328
	Iteration 43Q: 3 clusters Score -3294294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3294293.750000 Penalty: 5107.486328
	Iteration 44F: 3 clusters Score -3294294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 112929 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 25770 members 
Mstep: Class 5 contains 16481 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 117339 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 51256 members 
Mstep: Class 11 contains 18488 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 105538 members 
Mstep: Class 14 contains 126310 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38398 members 
Mstep: Class 17 contains 233107 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 20275 members 
Mstep: Class 20 contains 155950 members 
Mstep: Class 21 contains 193809 members 
Mstep: Class 22 contains 98200 members 
Mstep: Class 23 contains 48215 members 
Mstep: Class 24 contains 21714 members 
Mstep: Class 25 contains 169843 members 
Mstep: Class 26 contains 10984 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83046 members 
Mstep: Class 30 contains 30827 members 
Mstep: Class 31 contains 3617 members 
Entering Unmasked Estep 
Score: -205532624.000000 Penalty: 110668.640625
Splitting cluster 1 changes total score from -205532688.000000 to -205532624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (112929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112929 members 
Entering Unmasked Estep 
Score: -13404100.000000 Penalty: 2885.359619
	Iteration 0F: 2 clusters Score -1.34041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -13328985.000000 Penalty: 5770.719238
	Iteration 0F: 3 clusters Score -1.332898e+07 nChanged 53491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -13359584.000000 Penalty: 5770.719238
	Iteration 1F: 3 clusters Score -1.335958e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -13360617.000000 Penalty: 5770.719238
	Iteration 2Q: 3 clusters Score -1.336062e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -13362097.000000 Penalty: 5770.719238
	Iteration 3Q: 3 clusters Score -1.33621e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -13364283.000000 Penalty: 5770.719238
	Iteration 4Q: 3 clusters Score -1.336428e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -13367086.000000 Penalty: 5770.719238
	Iteration 5Q: 3 clusters Score -1.336709e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -13370307.000000 Penalty: 5770.719238
	Iteration 6F: 3 clusters Score -1.337031e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -13374476.000000 Penalty: 5770.719238
	Iteration 7F: 3 clusters Score -1.337448e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -13379120.000000 Penalty: 5770.719238
	Iteration 8F: 3 clusters Score -1.337912e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -13383539.000000 Penalty: 5770.719238
	Iteration 9F: 3 clusters Score -1.338354e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -13386704.000000 Penalty: 5770.719238
	Iteration 10Q: 3 clusters Score -1.33867e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -13388531.000000 Penalty: 5770.719238
	Iteration 11Q: 3 clusters Score -1.338853e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -13389435.000000 Penalty: 5770.719238
	Iteration 12Q: 3 clusters Score -1.338944e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -13390095.000000 Penalty: 5770.719238
	Iteration 13Q: 3 clusters Score -1.33901e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -13390660.000000 Penalty: 5770.719238
	Iteration 14Q: 3 clusters Score -1.339066e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -13391301.000000 Penalty: 5770.719238
	Iteration 15Q: 3 clusters Score -1.33913e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -13391842.000000 Penalty: 5770.719238
	Iteration 16Q: 3 clusters Score -1.339184e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -13392564.000000 Penalty: 5770.719238
	Iteration 17Q: 3 clusters Score -1.339256e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -13393249.000000 Penalty: 5770.719238
	Iteration 18Q: 3 clusters Score -1.339325e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -13393914.000000 Penalty: 5770.719238
	Iteration 19Q: 3 clusters Score -1.339391e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -13394434.000000 Penalty: 5770.719238
	Iteration 20F: 3 clusters Score -1.339443e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -13394983.000000 Penalty: 5770.719238
	Iteration 21Q: 3 clusters Score -1.339498e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -13395574.000000 Penalty: 5770.719238
	Iteration 22Q: 3 clusters Score -1.339557e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -13396095.000000 Penalty: 5770.719238
	Iteration 23Q: 3 clusters Score -1.33961e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -13396707.000000 Penalty: 5770.719238
	Iteration 24Q: 3 clusters Score -1.339671e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -13397241.000000 Penalty: 5770.719238
	Iteration 25Q: 3 clusters Score -1.339724e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -13397677.000000 Penalty: 5770.719238
	Iteration 26Q: 3 clusters Score -1.339768e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -13398017.000000 Penalty: 5770.719238
	Iteration 27Q: 3 clusters Score -1.339802e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -13398356.000000 Penalty: 5770.719238
	Iteration 28Q: 3 clusters Score -1.339836e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -13398703.000000 Penalty: 5770.719238
	Iteration 29Q: 3 clusters Score -1.33987e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -13399090.000000 Penalty: 5770.719238
	Iteration 30Q: 3 clusters Score -1.339909e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -13399448.000000 Penalty: 5770.719238
	Iteration 31Q: 3 clusters Score -1.339945e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -13399787.000000 Penalty: 5770.719238
	Iteration 32Q: 3 clusters Score -1.339979e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -13400078.000000 Penalty: 5770.719238
	Iteration 33Q: 3 clusters Score -1.340008e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -13400337.000000 Penalty: 5770.719238
	Iteration 34Q: 3 clusters Score -1.340034e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -13400593.000000 Penalty: 5770.719238
	Iteration 35Q: 3 clusters Score -1.340059e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -13400744.000000 Penalty: 5770.719238
	Iteration 36Q: 3 clusters Score -1.340074e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -13400907.000000 Penalty: 5770.719238
	Iteration 37Q: 3 clusters Score -1.340091e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -13401153.000000 Penalty: 5770.719238
	Iteration 38Q: 3 clusters Score -1.340115e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -13401258.000000 Penalty: 5770.719238
	Iteration 39Q: 3 clusters Score -1.340126e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -13401423.000000 Penalty: 5770.719238
	Iteration 40F: 3 clusters Score -1.340142e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -13401496.000000 Penalty: 5770.719238
	Iteration 41Q: 3 clusters Score -1.34015e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107673 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -13401601.000000 Penalty: 5770.719238
	Iteration 42Q: 3 clusters Score -1.34016e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -13401640.000000 Penalty: 5770.719238
	Iteration 43Q: 3 clusters Score -1.340164e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -13401677.000000 Penalty: 5770.719238
	Iteration 44Q: 3 clusters Score -1.340168e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108422 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -13401767.000000 Penalty: 5770.719238
	Iteration 45Q: 3 clusters Score -1.340177e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -13401839.000000 Penalty: 5770.719238
	Iteration 46Q: 3 clusters Score -1.340184e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -13401881.000000 Penalty: 5770.719238
	Iteration 47Q: 3 clusters Score -1.340188e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -13401924.000000 Penalty: 5770.719238
	Iteration 48Q: 3 clusters Score -1.340192e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -13401935.000000 Penalty: 5770.719238
	Iteration 49Q: 3 clusters Score -1.340194e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -13401940.000000 Penalty: 5770.719238
	Iteration 50Q: 3 clusters Score -1.340194e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -13401969.000000 Penalty: 5770.719238
	Iteration 51Q: 3 clusters Score -1.340197e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -13401983.000000 Penalty: 5770.719238
	Iteration 52Q: 3 clusters Score -1.340198e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -13402004.000000 Penalty: 5770.719238
	Iteration 53Q: 3 clusters Score -1.3402e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109437 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -13402017.000000 Penalty: 5770.719238
	Iteration 54Q: 3 clusters Score -1.340202e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -13402040.000000 Penalty: 5770.719238
	Iteration 55Q: 3 clusters Score -1.340204e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -13402074.000000 Penalty: 5770.719238
	Iteration 56Q: 3 clusters Score -1.340207e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -13402047.000000 Penalty: 5770.719238
	Iteration 57Q: 3 clusters Score -1.340205e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -13402054.000000 Penalty: 5770.719238
	Iteration 58Q: 3 clusters Score -1.340205e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -13402056.000000 Penalty: 5770.719238
	Iteration 59Q: 3 clusters Score -1.340206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -13402068.000000 Penalty: 5770.719238
	Iteration 60F: 3 clusters Score -1.340207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -13402055.000000 Penalty: 5770.719238
	Iteration 61Q: 3 clusters Score -1.340206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -13402066.000000 Penalty: 5770.719238
	Iteration 62Q: 3 clusters Score -1.340207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109844 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -13402065.000000 Penalty: 5770.719238
	Iteration 63Q: 3 clusters Score -1.340206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -13402069.000000 Penalty: 5770.719238
	Iteration 64Q: 3 clusters Score -1.340207e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -13402085.000000 Penalty: 5770.719238
	Iteration 65Q: 3 clusters Score -1.340208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13402110.000000 Penalty: 5770.719238
	Iteration 66Q: 3 clusters Score -1.340211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -13402103.000000 Penalty: 5770.719238
	Iteration 67Q: 3 clusters Score -1.34021e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -13402095.000000 Penalty: 5770.719238
	Iteration 68Q: 3 clusters Score -1.34021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -13402113.000000 Penalty: 5770.719238
	Iteration 69Q: 3 clusters Score -1.340211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13402109.000000 Penalty: 5770.719238
	Iteration 70Q: 3 clusters Score -1.340211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -13402104.000000 Penalty: 5770.719238
	Iteration 71Q: 3 clusters Score -1.34021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -13402117.000000 Penalty: 5770.719238
	Iteration 72Q: 3 clusters Score -1.340212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13402126.000000 Penalty: 5770.719238
	Iteration 73Q: 3 clusters Score -1.340213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -13402132.000000 Penalty: 5770.719238
	Iteration 74Q: 3 clusters Score -1.340213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -13402147.000000 Penalty: 5770.719238
	Iteration 75Q: 3 clusters Score -1.340215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -13402138.000000 Penalty: 5770.719238
	Iteration 76Q: 3 clusters Score -1.340214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -13402155.000000 Penalty: 5770.719238
	Iteration 77Q: 3 clusters Score -1.340216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110216 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13402139.000000 Penalty: 5770.719238
	Iteration 78Q: 3 clusters Score -1.340214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -13402144.000000 Penalty: 5770.719238
	Iteration 79Q: 3 clusters Score -1.340214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -13402137.000000 Penalty: 5770.719238
	Iteration 80F: 3 clusters Score -1.340214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -13402156.000000 Penalty: 5770.719238
	Iteration 81Q: 3 clusters Score -1.340216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -13402181.000000 Penalty: 5770.719238
	Iteration 82Q: 3 clusters Score -1.340218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13402176.000000 Penalty: 5770.719238
	Iteration 83Q: 3 clusters Score -1.340218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -13402183.000000 Penalty: 5770.719238
	Iteration 84Q: 3 clusters Score -1.340218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13402171.000000 Penalty: 5770.719238
	Iteration 85Q: 3 clusters Score -1.340217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110348 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13402178.000000 Penalty: 5770.719238
	Iteration 86Q: 3 clusters Score -1.340218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -13402163.000000 Penalty: 5770.719238
	Iteration 87Q: 3 clusters Score -1.340216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -13402149.000000 Penalty: 5770.719238
	Iteration 88Q: 3 clusters Score -1.340215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13402162.000000 Penalty: 5770.719238
	Iteration 89Q: 3 clusters Score -1.340216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -13402152.000000 Penalty: 5770.719238
	Iteration 90Q: 3 clusters Score -1.340215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -13402164.000000 Penalty: 5770.719238
	Iteration 91Q: 3 clusters Score -1.340216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13402172.000000 Penalty: 5770.719238
	Iteration 92Q: 3 clusters Score -1.340217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13402189.000000 Penalty: 5770.719238
	Iteration 93Q: 3 clusters Score -1.340219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -13402194.000000 Penalty: 5770.719238
	Iteration 94Q: 3 clusters Score -1.340219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -13402215.000000 Penalty: 5770.719238
	Iteration 95Q: 3 clusters Score -1.340222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -13402235.000000 Penalty: 5770.719238
	Iteration 96Q: 3 clusters Score -1.340224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -13402232.000000 Penalty: 5770.719238
	Iteration 97Q: 3 clusters Score -1.340223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13402256.000000 Penalty: 5770.719238
	Iteration 98Q: 3 clusters Score -1.340226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110528 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13402255.000000 Penalty: 5770.719238
	Iteration 99Q: 3 clusters Score -1.340226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110542 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -13402246.000000 Penalty: 5770.719238
	Iteration 100F: 3 clusters Score -1.340225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110555 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -13402276.000000 Penalty: 5770.719238
	Iteration 101Q: 3 clusters Score -1.340228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -13402276.000000 Penalty: 5770.719238
	Iteration 102Q: 3 clusters Score -1.340228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -13402271.000000 Penalty: 5770.719238
	Iteration 103Q: 3 clusters Score -1.340227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -13402296.000000 Penalty: 5770.719238
	Iteration 104Q: 3 clusters Score -1.34023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13402298.000000 Penalty: 5770.719238
	Iteration 105Q: 3 clusters Score -1.34023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13402282.000000 Penalty: 5770.719238
	Iteration 106Q: 3 clusters Score -1.340228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110646 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -13402290.000000 Penalty: 5770.719238
	Iteration 107Q: 3 clusters Score -1.340229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -13402289.000000 Penalty: 5770.719238
	Iteration 108Q: 3 clusters Score -1.340229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110664 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13402298.000000 Penalty: 5770.719238
	Iteration 109Q: 3 clusters Score -1.34023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110664 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13402293.000000 Penalty: 5770.719238
	Iteration 110Q: 3 clusters Score -1.340229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13402302.000000 Penalty: 5770.719238
	Iteration 111Q: 3 clusters Score -1.34023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -13402314.000000 Penalty: 5770.719238
	Iteration 112Q: 3 clusters Score -1.340231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -13402310.000000 Penalty: 5770.719238
	Iteration 113Q: 3 clusters Score -1.340231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13402296.000000 Penalty: 5770.719238
	Iteration 114Q: 3 clusters Score -1.34023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13402310.000000 Penalty: 5770.719238
	Iteration 115Q: 3 clusters Score -1.340231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -13402312.000000 Penalty: 5770.719238
	Iteration 116Q: 3 clusters Score -1.340231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -13402311.000000 Penalty: 5770.719238
	Iteration 117Q: 3 clusters Score -1.340231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110788 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -13402314.000000 Penalty: 5770.719238
	Iteration 118Q: 3 clusters Score -1.340231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -13402327.000000 Penalty: 5770.719238
	Iteration 119Q: 3 clusters Score -1.340233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -13402315.000000 Penalty: 5770.719238
	Iteration 120F: 3 clusters Score -1.340232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -13402325.000000 Penalty: 5770.719238
	Iteration 121Q: 3 clusters Score -1.340232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13402332.000000 Penalty: 5770.719238
	Iteration 122Q: 3 clusters Score -1.340233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -13402319.000000 Penalty: 5770.719238
	Iteration 123Q: 3 clusters Score -1.340232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110824 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -13402312.000000 Penalty: 5770.719238
	Iteration 124Q: 3 clusters Score -1.340231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110832 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13402325.000000 Penalty: 5770.719238
	Iteration 125Q: 3 clusters Score -1.340232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -13402320.000000 Penalty: 5770.719238
	Iteration 126Q: 3 clusters Score -1.340232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13402327.000000 Penalty: 5770.719238
	Iteration 127Q: 3 clusters Score -1.340233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110857 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13402328.000000 Penalty: 5770.719238
	Iteration 128Q: 3 clusters Score -1.340233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110868 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -13402328.000000 Penalty: 5770.719238
	Iteration 129Q: 3 clusters Score -1.340233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110877 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13402340.000000 Penalty: 5770.719238
	Iteration 130Q: 3 clusters Score -1.340234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13402331.000000 Penalty: 5770.719238
	Iteration 131Q: 3 clusters Score -1.340233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -13402326.000000 Penalty: 5770.719238
	Iteration 132Q: 3 clusters Score -1.340233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -13402332.000000 Penalty: 5770.719238
	Iteration 133Q: 3 clusters Score -1.340233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13402329.000000 Penalty: 5770.719238
	Iteration 134Q: 3 clusters Score -1.340233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13402314.000000 Penalty: 5770.719238
	Iteration 135Q: 3 clusters Score -1.340231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -13402321.000000 Penalty: 5770.719238
	Iteration 136Q: 3 clusters Score -1.340232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13402321.000000 Penalty: 5770.719238
	Iteration 137Q: 3 clusters Score -1.340232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13402314.000000 Penalty: 5770.719238
	Iteration 138Q: 3 clusters Score -1.340231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13402316.000000 Penalty: 5770.719238
	Iteration 139Q: 3 clusters Score -1.340232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110909 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13402322.000000 Penalty: 5770.719238
	Iteration 140F: 3 clusters Score -1.340232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -13402321.000000 Penalty: 5770.719238
	Iteration 141Q: 3 clusters Score -1.340232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -13402321.000000 Penalty: 5770.719238
	Iteration 142F: 3 clusters Score -1.340232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Entering Unmasked Estep 
Score: -3477765.500000 Penalty: 2557.717285
	Iteration 0F: 2 clusters Score -3477766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3456919.750000 Penalty: 5115.434570
	Iteration 0F: 3 clusters Score -3456920 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3464506.750000 Penalty: 5115.434570
	Iteration 1F: 3 clusters Score -3464507 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3465342.500000 Penalty: 5115.434570
	Iteration 2F: 3 clusters Score -3465342 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3466411.250000 Penalty: 5115.434570
	Iteration 3F: 3 clusters Score -3466411 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3467878.000000 Penalty: 5115.434570
	Iteration 4F: 3 clusters Score -3467878 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3469534.250000 Penalty: 5115.434570
	Iteration 5F: 3 clusters Score -3469534 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3471257.000000 Penalty: 5115.434570
	Iteration 6F: 3 clusters Score -3471257 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3472802.000000 Penalty: 5115.434570
	Iteration 7F: 3 clusters Score -3472802 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3473946.500000 Penalty: 5115.434570
	Iteration 8F: 3 clusters Score -3473946 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3474735.000000 Penalty: 5115.434570
	Iteration 9Q: 3 clusters Score -3474735 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3475290.500000 Penalty: 5115.434570
	Iteration 10Q: 3 clusters Score -3475290 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3475627.000000 Penalty: 5115.434570
	Iteration 11Q: 3 clusters Score -3475627 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3475839.250000 Penalty: 5115.434570
	Iteration 12Q: 3 clusters Score -3475839 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3475992.500000 Penalty: 5115.434570
	Iteration 13Q: 3 clusters Score -3475992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3476095.750000 Penalty: 5115.434570
	Iteration 14Q: 3 clusters Score -3476096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3476156.250000 Penalty: 5115.434570
	Iteration 15Q: 3 clusters Score -3476156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3476229.000000 Penalty: 5115.434570
	Iteration 16Q: 3 clusters Score -3476229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3476291.000000 Penalty: 5115.434570
	Iteration 17Q: 3 clusters Score -3476291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3476367.250000 Penalty: 5115.434570
	Iteration 18Q: 3 clusters Score -3476367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3476493.250000 Penalty: 5115.434570
	Iteration 19Q: 3 clusters Score -3476493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3476635.000000 Penalty: 5115.434570
	Iteration 20F: 3 clusters Score -3476635 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3476737.500000 Penalty: 5115.434570
	Iteration 21Q: 3 clusters Score -3476738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3476802.250000 Penalty: 5115.434570
	Iteration 22Q: 3 clusters Score -3476802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3476838.000000 Penalty: 5115.434570
	Iteration 23Q: 3 clusters Score -3476838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3476848.750000 Penalty: 5115.434570
	Iteration 24Q: 3 clusters Score -3476849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3476861.250000 Penalty: 5115.434570
	Iteration 25Q: 3 clusters Score -3476861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3476864.500000 Penalty: 5115.434570
	Iteration 26Q: 3 clusters Score -3476864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3476863.250000 Penalty: 5115.434570
	Iteration 27Q: 3 clusters Score -3476863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3476870.250000 Penalty: 5115.434570
	Iteration 28Q: 3 clusters Score -3476870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3476867.750000 Penalty: 5115.434570
	Iteration 29Q: 3 clusters Score -3476868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3476867.000000 Penalty: 5115.434570
	Iteration 30Q: 3 clusters Score -3476867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3476867.000000 Penalty: 5115.434570
	Iteration 31F: 3 clusters Score -3476867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Entering Unmasked Estep 
Score: -2912647.750000 Penalty: 2518.927734
	Iteration 0F: 2 clusters Score -2912648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2894850.000000 Penalty: 5037.855469
	Iteration 0F: 3 clusters Score -2894850 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2901488.250000 Penalty: 5037.855469
	Iteration 1F: 3 clusters Score -2901488 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2902348.000000 Penalty: 5037.855469
	Iteration 2F: 3 clusters Score -2902348 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2903295.750000 Penalty: 5037.855469
	Iteration 3F: 3 clusters Score -2903296 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2904441.250000 Penalty: 5037.855469
	Iteration 4F: 3 clusters Score -2904441 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2905633.250000 Penalty: 5037.855469
	Iteration 5F: 3 clusters Score -2905633 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2906641.750000 Penalty: 5037.855469
	Iteration 6F: 3 clusters Score -2906642 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2907467.250000 Penalty: 5037.855469
	Iteration 7F: 3 clusters Score -2907467 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2908072.750000 Penalty: 5037.855469
	Iteration 8Q: 3 clusters Score -2908073 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2908507.500000 Penalty: 5037.855469
	Iteration 9Q: 3 clusters Score -2908508 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2908842.000000 Penalty: 5037.855469
	Iteration 10Q: 3 clusters Score -2908842 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2909207.500000 Penalty: 5037.855469
	Iteration 11Q: 3 clusters Score -2909208 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2909556.500000 Penalty: 5037.855469
	Iteration 12Q: 3 clusters Score -2909556 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2909880.750000 Penalty: 5037.855469
	Iteration 13Q: 3 clusters Score -2909881 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2910181.750000 Penalty: 5037.855469
	Iteration 14Q: 3 clusters Score -2910182 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2910446.250000 Penalty: 5037.855469
	Iteration 15Q: 3 clusters Score -2910446 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2910667.000000 Penalty: 5037.855469
	Iteration 16Q: 3 clusters Score -2910667 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2910831.750000 Penalty: 5037.855469
	Iteration 17Q: 3 clusters Score -2910832 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2910941.750000 Penalty: 5037.855469
	Iteration 18Q: 3 clusters Score -2910942 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2911022.250000 Penalty: 5037.855469
	Iteration 19Q: 3 clusters Score -2911022 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2911098.000000 Penalty: 5037.855469
	Iteration 20F: 3 clusters Score -2911098 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2911144.500000 Penalty: 5037.855469
	Iteration 21Q: 3 clusters Score -2911144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2911179.250000 Penalty: 5037.855469
	Iteration 22Q: 3 clusters Score -2911179 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2911189.250000 Penalty: 5037.855469
	Iteration 23Q: 3 clusters Score -2911189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2911199.500000 Penalty: 5037.855469
	Iteration 24Q: 3 clusters Score -2911200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2911218.000000 Penalty: 5037.855469
	Iteration 25Q: 3 clusters Score -2911218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2911219.000000 Penalty: 5037.855469
	Iteration 26Q: 3 clusters Score -2911219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2911226.000000 Penalty: 5037.855469
	Iteration 27Q: 3 clusters Score -2911226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2911234.500000 Penalty: 5037.855469
	Iteration 28Q: 3 clusters Score -2911234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2911241.250000 Penalty: 5037.855469
	Iteration 29Q: 3 clusters Score -2911241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2911242.500000 Penalty: 5037.855469
	Iteration 30Q: 3 clusters Score -2911242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2911245.000000 Penalty: 5037.855469
	Iteration 31Q: 3 clusters Score -2911245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2911257.250000 Penalty: 5037.855469
	Iteration 32Q: 3 clusters Score -2911257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2911253.750000 Penalty: 5037.855469
	Iteration 33Q: 3 clusters Score -2911254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2911258.750000 Penalty: 5037.855469
	Iteration 34Q: 3 clusters Score -2911259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2911261.500000 Penalty: 5037.855469
	Iteration 35Q: 3 clusters Score -2911262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2911266.250000 Penalty: 5037.855469
	Iteration 36Q: 3 clusters Score -2911266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2911270.000000 Penalty: 5037.855469
	Iteration 37Q: 3 clusters Score -2911270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2911268.000000 Penalty: 5037.855469
	Iteration 38Q: 3 clusters Score -2911268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2911273.250000 Penalty: 5037.855469
	Iteration 39Q: 3 clusters Score -2911273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2911274.250000 Penalty: 5037.855469
	Iteration 40F: 3 clusters Score -2911274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2911273.000000 Penalty: 5037.855469
	Iteration 41Q: 3 clusters Score -2911273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2911270.750000 Penalty: 5037.855469
	Iteration 42Q: 3 clusters Score -2911271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2911279.250000 Penalty: 5037.855469
	Iteration 43Q: 3 clusters Score -2911279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2911277.250000 Penalty: 5037.855469
	Iteration 44Q: 3 clusters Score -2911277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2911275.500000 Penalty: 5037.855469
	Iteration 45Q: 3 clusters Score -2911276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2911276.500000 Penalty: 5037.855469
	Iteration 46Q: 3 clusters Score -2911276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2911272.500000 Penalty: 5037.855469
	Iteration 47Q: 3 clusters Score -2911272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2911272.000000 Penalty: 5037.855469
	Iteration 48Q: 3 clusters Score -2911272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2911272.000000 Penalty: 5037.855469
	Iteration 49F: 3 clusters Score -2911272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Entering Unmasked Estep 
Score: -1941884.250000 Penalty: 2408.071045
	Iteration 0F: 2 clusters Score -1941884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1930014.750000 Penalty: 4816.142090
	Iteration 0F: 3 clusters Score -1930015 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1933946.125000 Penalty: 4816.142090
	Iteration 1F: 3 clusters Score -1933946 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1934571.125000 Penalty: 4816.142090
	Iteration 2F: 3 clusters Score -1934571 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1935309.875000 Penalty: 4816.142090
	Iteration 3F: 3 clusters Score -1935310 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1936034.500000 Penalty: 4816.142090
	Iteration 4F: 3 clusters Score -1936034 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1936826.500000 Penalty: 4816.142090
	Iteration 5F: 3 clusters Score -1936826 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1937708.750000 Penalty: 4816.142090
	Iteration 6F: 3 clusters Score -1937709 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1938506.000000 Penalty: 4816.142090
	Iteration 7F: 3 clusters Score -1938506 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1939140.625000 Penalty: 4816.142090
	Iteration 8F: 3 clusters Score -1939141 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1939646.625000 Penalty: 4816.142090
	Iteration 9Q: 3 clusters Score -1939647 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1940001.625000 Penalty: 4816.142090
	Iteration 10Q: 3 clusters Score -1940002 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1940257.375000 Penalty: 4816.142090
	Iteration 11Q: 3 clusters Score -1940257 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1940463.375000 Penalty: 4816.142090
	Iteration 12Q: 3 clusters Score -1940463 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1940617.250000 Penalty: 4816.142090
	Iteration 13Q: 3 clusters Score -1940617 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1940731.625000 Penalty: 4816.142090
	Iteration 14Q: 3 clusters Score -1940732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1940822.875000 Penalty: 4816.142090
	Iteration 15Q: 3 clusters Score -1940823 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1940888.000000 Penalty: 4816.142090
	Iteration 16Q: 3 clusters Score -1940888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1940936.750000 Penalty: 4816.142090
	Iteration 17Q: 3 clusters Score -1940937 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1940995.125000 Penalty: 4816.142090
	Iteration 18Q: 3 clusters Score -1940995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1941044.125000 Penalty: 4816.142090
	Iteration 19Q: 3 clusters Score -1941044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1941094.250000 Penalty: 4816.142090
	Iteration 20F: 3 clusters Score -1941094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1941130.875000 Penalty: 4816.142090
	Iteration 21Q: 3 clusters Score -1941131 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1941170.250000 Penalty: 4816.142090
	Iteration 22Q: 3 clusters Score -1941170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1941207.000000 Penalty: 4816.142090
	Iteration 23Q: 3 clusters Score -1941207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1941253.000000 Penalty: 4816.142090
	Iteration 24Q: 3 clusters Score -1941253 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1941293.625000 Penalty: 4816.142090
	Iteration 25Q: 3 clusters Score -1941294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1941326.750000 Penalty: 4816.142090
	Iteration 26Q: 3 clusters Score -1941327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1941353.250000 Penalty: 4816.142090
	Iteration 27Q: 3 clusters Score -1941353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1941372.750000 Penalty: 4816.142090
	Iteration 28Q: 3 clusters Score -1941373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1941389.500000 Penalty: 4816.142090
	Iteration 29Q: 3 clusters Score -1941390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1941413.125000 Penalty: 4816.142090
	Iteration 30Q: 3 clusters Score -1941413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1941441.875000 Penalty: 4816.142090
	Iteration 31Q: 3 clusters Score -1941442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1941472.000000 Penalty: 4816.142090
	Iteration 32Q: 3 clusters Score -1941472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1941500.750000 Penalty: 4816.142090
	Iteration 33Q: 3 clusters Score -1941501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1941524.500000 Penalty: 4816.142090
	Iteration 34Q: 3 clusters Score -1941524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1941534.750000 Penalty: 4816.142090
	Iteration 35Q: 3 clusters Score -1941535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1941540.125000 Penalty: 4816.142090
	Iteration 36Q: 3 clusters Score -1941540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1941544.250000 Penalty: 4816.142090
	Iteration 37Q: 3 clusters Score -1941544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1941545.000000 Penalty: 4816.142090
	Iteration 38Q: 3 clusters Score -1941545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1941546.625000 Penalty: 4816.142090
	Iteration 39Q: 3 clusters Score -1941547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1941547.250000 Penalty: 4816.142090
	Iteration 40F: 3 clusters Score -1941547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1941549.625000 Penalty: 4816.142090
	Iteration 41Q: 3 clusters Score -1941550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1941550.750000 Penalty: 4816.142090
	Iteration 42Q: 3 clusters Score -1941551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1941550.875000 Penalty: 4816.142090
	Iteration 43Q: 3 clusters Score -1941551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1941550.250000 Penalty: 4816.142090
	Iteration 44Q: 3 clusters Score -1941550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1941549.375000 Penalty: 4816.142090
	Iteration 45Q: 3 clusters Score -1941549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1941551.250000 Penalty: 4816.142090
	Iteration 46Q: 3 clusters Score -1941551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1941554.250000 Penalty: 4816.142090
	Iteration 47Q: 3 clusters Score -1941554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1941553.250000 Penalty: 4816.142090
	Iteration 48Q: 3 clusters Score -1941553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1941557.125000 Penalty: 4816.142090
	Iteration 49Q: 3 clusters Score -1941557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1941557.750000 Penalty: 4816.142090
	Iteration 50Q: 3 clusters Score -1941558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1941557.750000 Penalty: 4816.142090
	Iteration 51F: 3 clusters Score -1941558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Entering Unmasked Estep 
Score: -1112297.000000 Penalty: 2288.027832
	Iteration 0F: 2 clusters Score -1112297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1104603.250000 Penalty: 4576.055664
	Iteration 0F: 3 clusters Score -1104603 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1107169.750000 Penalty: 4576.055664
	Iteration 1F: 3 clusters Score -1107170 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1107900.750000 Penalty: 4576.055664
	Iteration 2F: 3 clusters Score -1107901 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1108865.125000 Penalty: 4576.055664
	Iteration 3F: 3 clusters Score -1108865 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1109832.750000 Penalty: 4576.055664
	Iteration 4F: 3 clusters Score -1109833 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1110490.750000 Penalty: 4576.055664
	Iteration 5F: 3 clusters Score -1110491 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1110867.875000 Penalty: 4576.055664
	Iteration 6F: 3 clusters Score -1110868 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1111056.750000 Penalty: 4576.055664
	Iteration 7Q: 3 clusters Score -1111057 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1111175.000000 Penalty: 4576.055664
	Iteration 8Q: 3 clusters Score -1111175 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1111245.250000 Penalty: 4576.055664
	Iteration 9Q: 3 clusters Score -1111245 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1111293.000000 Penalty: 4576.055664
	Iteration 10Q: 3 clusters Score -1111293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1111325.750000 Penalty: 4576.055664
	Iteration 11Q: 3 clusters Score -1111326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1111353.375000 Penalty: 4576.055664
	Iteration 12Q: 3 clusters Score -1111353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1111375.875000 Penalty: 4576.055664
	Iteration 13Q: 3 clusters Score -1111376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1111388.000000 Penalty: 4576.055664
	Iteration 14Q: 3 clusters Score -1111388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1111401.875000 Penalty: 4576.055664
	Iteration 15Q: 3 clusters Score -1111402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1111412.875000 Penalty: 4576.055664
	Iteration 16Q: 3 clusters Score -1111413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1111420.875000 Penalty: 4576.055664
	Iteration 17Q: 3 clusters Score -1111421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1111429.000000 Penalty: 4576.055664
	Iteration 18Q: 3 clusters Score -1111429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1111442.875000 Penalty: 4576.055664
	Iteration 19Q: 3 clusters Score -1111443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1111463.750000 Penalty: 4576.055664
	Iteration 20F: 3 clusters Score -1111464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1111496.875000 Penalty: 4576.055664
	Iteration 21Q: 3 clusters Score -1111497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1111539.625000 Penalty: 4576.055664
	Iteration 22Q: 3 clusters Score -1111540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1111605.750000 Penalty: 4576.055664
	Iteration 23Q: 3 clusters Score -1111606 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1111666.500000 Penalty: 4576.055664
	Iteration 24Q: 3 clusters Score -1111666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1111722.125000 Penalty: 4576.055664
	Iteration 25Q: 3 clusters Score -1111722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1111767.750000 Penalty: 4576.055664
	Iteration 26Q: 3 clusters Score -1111768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1111799.500000 Penalty: 4576.055664
	Iteration 27Q: 3 clusters Score -1111800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1111821.750000 Penalty: 4576.055664
	Iteration 28Q: 3 clusters Score -1111822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1111836.250000 Penalty: 4576.055664
	Iteration 29Q: 3 clusters Score -1111836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1111842.875000 Penalty: 4576.055664
	Iteration 30Q: 3 clusters Score -1111843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1111846.625000 Penalty: 4576.055664
	Iteration 31Q: 3 clusters Score -1111847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1111852.875000 Penalty: 4576.055664
	Iteration 32Q: 3 clusters Score -1111853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1111857.500000 Penalty: 4576.055664
	Iteration 33Q: 3 clusters Score -1111858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1111856.625000 Penalty: 4576.055664
	Iteration 34Q: 3 clusters Score -1111857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1111857.625000 Penalty: 4576.055664
	Iteration 35Q: 3 clusters Score -1111858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1111859.500000 Penalty: 4576.055664
	Iteration 36Q: 3 clusters Score -1111860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1111859.000000 Penalty: 4576.055664
	Iteration 37Q: 3 clusters Score -1111859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1111859.250000 Penalty: 4576.055664
	Iteration 38Q: 3 clusters Score -1111859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1111861.500000 Penalty: 4576.055664
	Iteration 39Q: 3 clusters Score -1111862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1111861.875000 Penalty: 4576.055664
	Iteration 40F: 3 clusters Score -1111862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1111862.500000 Penalty: 4576.055664
	Iteration 41Q: 3 clusters Score -1111862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1111862.500000 Penalty: 4576.055664
	Iteration 42F: 3 clusters Score -1111862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Entering Unmasked Estep 
Score: -2680930.750000 Penalty: 2502.938721
	Iteration 0F: 2 clusters Score -2680931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2664121.750000 Penalty: 5005.877441
	Iteration 0F: 3 clusters Score -2664122 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2669972.500000 Penalty: 5005.877441
	Iteration 1F: 3 clusters Score -2669972 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2670610.500000 Penalty: 5005.877441
	Iteration 2F: 3 clusters Score -2670610 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2671392.500000 Penalty: 5005.877441
	Iteration 3F: 3 clusters Score -2671392 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2672302.750000 Penalty: 5005.877441
	Iteration 4F: 3 clusters Score -2672303 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2673287.000000 Penalty: 5005.877441
	Iteration 5F: 3 clusters Score -2673287 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2674290.500000 Penalty: 5005.877441
	Iteration 6F: 3 clusters Score -2674290 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2675107.000000 Penalty: 5005.877441
	Iteration 7F: 3 clusters Score -2675107 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2675668.250000 Penalty: 5005.877441
	Iteration 8Q: 3 clusters Score -2675668 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2676123.000000 Penalty: 5005.877441
	Iteration 9Q: 3 clusters Score -2676123 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2676466.750000 Penalty: 5005.877441
	Iteration 10Q: 3 clusters Score -2676467 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2676703.750000 Penalty: 5005.877441
	Iteration 11Q: 3 clusters Score -2676704 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2676890.250000 Penalty: 5005.877441
	Iteration 12Q: 3 clusters Score -2676890 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2677012.500000 Penalty: 5005.877441
	Iteration 13Q: 3 clusters Score -2677012 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2677144.250000 Penalty: 5005.877441
	Iteration 14Q: 3 clusters Score -2677144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2677241.500000 Penalty: 5005.877441
	Iteration 15Q: 3 clusters Score -2677242 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2677294.750000 Penalty: 5005.877441
	Iteration 16Q: 3 clusters Score -2677295 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2677325.500000 Penalty: 5005.877441
	Iteration 17Q: 3 clusters Score -2677326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2677334.750000 Penalty: 5005.877441
	Iteration 18Q: 3 clusters Score -2677335 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2677366.000000 Penalty: 5005.877441
	Iteration 19Q: 3 clusters Score -2677366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2677381.250000 Penalty: 5005.877441
	Iteration 20F: 3 clusters Score -2677381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2677393.000000 Penalty: 5005.877441
	Iteration 21Q: 3 clusters Score -2677393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2677401.500000 Penalty: 5005.877441
	Iteration 22Q: 3 clusters Score -2677402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2677413.750000 Penalty: 5005.877441
	Iteration 23Q: 3 clusters Score -2677414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2677424.250000 Penalty: 5005.877441
	Iteration 24Q: 3 clusters Score -2677424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2677431.000000 Penalty: 5005.877441
	Iteration 25Q: 3 clusters Score -2677431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2677433.250000 Penalty: 5005.877441
	Iteration 26Q: 3 clusters Score -2677433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2677442.500000 Penalty: 5005.877441
	Iteration 27Q: 3 clusters Score -2677442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2677457.250000 Penalty: 5005.877441
	Iteration 28Q: 3 clusters Score -2677457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2677466.250000 Penalty: 5005.877441
	Iteration 29Q: 3 clusters Score -2677466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2677467.000000 Penalty: 5005.877441
	Iteration 30Q: 3 clusters Score -2677467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2677463.250000 Penalty: 5005.877441
	Iteration 31Q: 3 clusters Score -2677463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2677475.750000 Penalty: 5005.877441
	Iteration 32Q: 3 clusters Score -2677476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2677483.500000 Penalty: 5005.877441
	Iteration 33Q: 3 clusters Score -2677484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2677482.500000 Penalty: 5005.877441
	Iteration 34Q: 3 clusters Score -2677482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2677492.000000 Penalty: 5005.877441
	Iteration 35Q: 3 clusters Score -2677492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2677494.000000 Penalty: 5005.877441
	Iteration 36Q: 3 clusters Score -2677494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2677493.500000 Penalty: 5005.877441
	Iteration 37Q: 3 clusters Score -2677494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2677502.000000 Penalty: 5005.877441
	Iteration 38Q: 3 clusters Score -2677502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2677505.000000 Penalty: 5005.877441
	Iteration 39Q: 3 clusters Score -2677505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2677506.500000 Penalty: 5005.877441
	Iteration 40F: 3 clusters Score -2677506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2677511.000000 Penalty: 5005.877441
	Iteration 41Q: 3 clusters Score -2677511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2677523.750000 Penalty: 5005.877441
	Iteration 42Q: 3 clusters Score -2677524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2677522.000000 Penalty: 5005.877441
	Iteration 43Q: 3 clusters Score -2677522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2677523.250000 Penalty: 5005.877441
	Iteration 44Q: 3 clusters Score -2677523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2677529.750000 Penalty: 5005.877441
	Iteration 45Q: 3 clusters Score -2677530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2677533.500000 Penalty: 5005.877441
	Iteration 46Q: 3 clusters Score -2677534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2677536.000000 Penalty: 5005.877441
	Iteration 47Q: 3 clusters Score -2677536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2677528.750000 Penalty: 5005.877441
	Iteration 48Q: 3 clusters Score -2677529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2677530.500000 Penalty: 5005.877441
	Iteration 49Q: 3 clusters Score -2677530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2677541.250000 Penalty: 5005.877441
	Iteration 50Q: 3 clusters Score -2677541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2677546.500000 Penalty: 5005.877441
	Iteration 51Q: 3 clusters Score -2677546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2677555.750000 Penalty: 5005.877441
	Iteration 52Q: 3 clusters Score -2677556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2677559.750000 Penalty: 5005.877441
	Iteration 53Q: 3 clusters Score -2677560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2677558.250000 Penalty: 5005.877441
	Iteration 54Q: 3 clusters Score -2677558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2677556.500000 Penalty: 5005.877441
	Iteration 55Q: 3 clusters Score -2677556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2677576.250000 Penalty: 5005.877441
	Iteration 56Q: 3 clusters Score -2677576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2677580.750000 Penalty: 5005.877441
	Iteration 57Q: 3 clusters Score -2677581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2677583.500000 Penalty: 5005.877441
	Iteration 58Q: 3 clusters Score -2677584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2677591.750000 Penalty: 5005.877441
	Iteration 59Q: 3 clusters Score -2677592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2677600.500000 Penalty: 5005.877441
	Iteration 60F: 3 clusters Score -2677600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2677619.750000 Penalty: 5005.877441
	Iteration 61Q: 3 clusters Score -2677620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2677628.500000 Penalty: 5005.877441
	Iteration 62Q: 3 clusters Score -2677628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2677631.000000 Penalty: 5005.877441
	Iteration 63Q: 3 clusters Score -2677631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2677646.000000 Penalty: 5005.877441
	Iteration 64Q: 3 clusters Score -2677646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2677657.250000 Penalty: 5005.877441
	Iteration 65Q: 3 clusters Score -2677657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2677667.000000 Penalty: 5005.877441
	Iteration 66Q: 3 clusters Score -2677667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2677671.750000 Penalty: 5005.877441
	Iteration 67Q: 3 clusters Score -2677672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2677673.750000 Penalty: 5005.877441
	Iteration 68Q: 3 clusters Score -2677674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2677686.500000 Penalty: 5005.877441
	Iteration 69Q: 3 clusters Score -2677686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2677706.750000 Penalty: 5005.877441
	Iteration 70Q: 3 clusters Score -2677707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2677722.000000 Penalty: 5005.877441
	Iteration 71Q: 3 clusters Score -2677722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2677723.500000 Penalty: 5005.877441
	Iteration 72Q: 3 clusters Score -2677724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2677746.750000 Penalty: 5005.877441
	Iteration 73Q: 3 clusters Score -2677747 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2677757.750000 Penalty: 5005.877441
	Iteration 74Q: 3 clusters Score -2677758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2677784.250000 Penalty: 5005.877441
	Iteration 75Q: 3 clusters Score -2677784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2677818.750000 Penalty: 5005.877441
	Iteration 76Q: 3 clusters Score -2677819 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2677846.750000 Penalty: 5005.877441
	Iteration 77Q: 3 clusters Score -2677847 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2677889.000000 Penalty: 5005.877441
	Iteration 78Q: 3 clusters Score -2677889 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2677934.000000 Penalty: 5005.877441
	Iteration 79Q: 3 clusters Score -2677934 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2677994.250000 Penalty: 5005.877441
	Iteration 80F: 3 clusters Score -2677994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2678050.500000 Penalty: 5005.877441
	Iteration 81Q: 3 clusters Score -2678050 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2678139.500000 Penalty: 5005.877441
	Iteration 82Q: 3 clusters Score -2678140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2678238.250000 Penalty: 5005.877441
	Iteration 83Q: 3 clusters Score -2678238 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2678323.000000 Penalty: 5005.877441
	Iteration 84Q: 3 clusters Score -2678323 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2678395.000000 Penalty: 5005.877441
	Iteration 85Q: 3 clusters Score -2678395 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2678480.500000 Penalty: 5005.877441
	Iteration 86Q: 3 clusters Score -2678480 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2678564.000000 Penalty: 5005.877441
	Iteration 87Q: 3 clusters Score -2678564 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2678632.500000 Penalty: 5005.877441
	Iteration 88Q: 3 clusters Score -2678632 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2678702.750000 Penalty: 5005.877441
	Iteration 89Q: 3 clusters Score -2678703 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2678764.000000 Penalty: 5005.877441
	Iteration 90Q: 3 clusters Score -2678764 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2678812.750000 Penalty: 5005.877441
	Iteration 91Q: 3 clusters Score -2678813 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2678875.250000 Penalty: 5005.877441
	Iteration 92Q: 3 clusters Score -2678875 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2678911.250000 Penalty: 5005.877441
	Iteration 93Q: 3 clusters Score -2678911 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2678944.000000 Penalty: 5005.877441
	Iteration 94Q: 3 clusters Score -2678944 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2678967.750000 Penalty: 5005.877441
	Iteration 95Q: 3 clusters Score -2678968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2678988.750000 Penalty: 5005.877441
	Iteration 96Q: 3 clusters Score -2678989 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2679018.500000 Penalty: 5005.877441
	Iteration 97Q: 3 clusters Score -2679018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2679050.750000 Penalty: 5005.877441
	Iteration 98Q: 3 clusters Score -2679051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2679065.000000 Penalty: 5005.877441
	Iteration 99Q: 3 clusters Score -2679065 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2679094.000000 Penalty: 5005.877441
	Iteration 100F: 3 clusters Score -2679094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2679122.500000 Penalty: 5005.877441
	Iteration 101Q: 3 clusters Score -2679122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2679138.000000 Penalty: 5005.877441
	Iteration 102Q: 3 clusters Score -2679138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2679145.250000 Penalty: 5005.877441
	Iteration 103Q: 3 clusters Score -2679145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2679161.500000 Penalty: 5005.877441
	Iteration 104Q: 3 clusters Score -2679162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2679165.500000 Penalty: 5005.877441
	Iteration 105Q: 3 clusters Score -2679166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2679172.750000 Penalty: 5005.877441
	Iteration 106Q: 3 clusters Score -2679173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2679192.000000 Penalty: 5005.877441
	Iteration 107Q: 3 clusters Score -2679192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2679197.750000 Penalty: 5005.877441
	Iteration 108Q: 3 clusters Score -2679198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2679203.000000 Penalty: 5005.877441
	Iteration 109Q: 3 clusters Score -2679203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2679215.000000 Penalty: 5005.877441
	Iteration 110Q: 3 clusters Score -2679215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2679216.500000 Penalty: 5005.877441
	Iteration 111Q: 3 clusters Score -2679216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2679217.000000 Penalty: 5005.877441
	Iteration 112Q: 3 clusters Score -2679217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2679224.500000 Penalty: 5005.877441
	Iteration 113Q: 3 clusters Score -2679224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2679231.500000 Penalty: 5005.877441
	Iteration 114Q: 3 clusters Score -2679232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2679230.500000 Penalty: 5005.877441
	Iteration 115Q: 3 clusters Score -2679230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2679232.750000 Penalty: 5005.877441
	Iteration 116Q: 3 clusters Score -2679233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2679242.500000 Penalty: 5005.877441
	Iteration 117Q: 3 clusters Score -2679242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2679247.250000 Penalty: 5005.877441
	Iteration 118Q: 3 clusters Score -2679247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2679247.000000 Penalty: 5005.877441
	Iteration 119Q: 3 clusters Score -2679247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2679249.500000 Penalty: 5005.877441
	Iteration 120F: 3 clusters Score -2679250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2679257.250000 Penalty: 5005.877441
	Iteration 121Q: 3 clusters Score -2679257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2679267.250000 Penalty: 5005.877441
	Iteration 122Q: 3 clusters Score -2679267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2679272.750000 Penalty: 5005.877441
	Iteration 123Q: 3 clusters Score -2679273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2679280.500000 Penalty: 5005.877441
	Iteration 124Q: 3 clusters Score -2679280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2679291.250000 Penalty: 5005.877441
	Iteration 125Q: 3 clusters Score -2679291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2679296.250000 Penalty: 5005.877441
	Iteration 126Q: 3 clusters Score -2679296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2679300.750000 Penalty: 5005.877441
	Iteration 127Q: 3 clusters Score -2679301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2679309.000000 Penalty: 5005.877441
	Iteration 128Q: 3 clusters Score -2679309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2679303.250000 Penalty: 5005.877441
	Iteration 129Q: 3 clusters Score -2679303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2679309.500000 Penalty: 5005.877441
	Iteration 130Q: 3 clusters Score -2679310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2679310.750000 Penalty: 5005.877441
	Iteration 131Q: 3 clusters Score -2679311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2679312.750000 Penalty: 5005.877441
	Iteration 132Q: 3 clusters Score -2679313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2679318.500000 Penalty: 5005.877441
	Iteration 133Q: 3 clusters Score -2679318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2679312.500000 Penalty: 5005.877441
	Iteration 134Q: 3 clusters Score -2679312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2679317.250000 Penalty: 5005.877441
	Iteration 135Q: 3 clusters Score -2679317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2679325.000000 Penalty: 5005.877441
	Iteration 136Q: 3 clusters Score -2679325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2679328.250000 Penalty: 5005.877441
	Iteration 137Q: 3 clusters Score -2679328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2679331.500000 Penalty: 5005.877441
	Iteration 138Q: 3 clusters Score -2679332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2679329.250000 Penalty: 5005.877441
	Iteration 139Q: 3 clusters Score -2679329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2679337.500000 Penalty: 5005.877441
	Iteration 140F: 3 clusters Score -2679338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2679336.750000 Penalty: 5005.877441
	Iteration 141Q: 3 clusters Score -2679337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2679342.500000 Penalty: 5005.877441
	Iteration 142Q: 3 clusters Score -2679342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2679337.500000 Penalty: 5005.877441
	Iteration 143Q: 3 clusters Score -2679338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2679333.250000 Penalty: 5005.877441
	Iteration 144Q: 3 clusters Score -2679333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2679336.000000 Penalty: 5005.877441
	Iteration 145Q: 3 clusters Score -2679336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2679339.250000 Penalty: 5005.877441
	Iteration 146Q: 3 clusters Score -2679339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2679341.000000 Penalty: 5005.877441
	Iteration 147Q: 3 clusters Score -2679341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2679342.500000 Penalty: 5005.877441
	Iteration 148Q: 3 clusters Score -2679342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2679346.250000 Penalty: 5005.877441
	Iteration 149Q: 3 clusters Score -2679346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2679348.000000 Penalty: 5005.877441
	Iteration 150Q: 3 clusters Score -2679348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2679348.250000 Penalty: 5005.877441
	Iteration 151Q: 3 clusters Score -2679348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2679351.750000 Penalty: 5005.877441
	Iteration 152Q: 3 clusters Score -2679352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2679352.250000 Penalty: 5005.877441
	Iteration 153Q: 3 clusters Score -2679352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2679352.000000 Penalty: 5005.877441
	Iteration 154Q: 3 clusters Score -2679352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2679349.500000 Penalty: 5005.877441
	Iteration 155Q: 3 clusters Score -2679350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2679350.000000 Penalty: 5005.877441
	Iteration 156Q: 3 clusters Score -2679350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2679348.250000 Penalty: 5005.877441
	Iteration 157Q: 3 clusters Score -2679348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2679349.500000 Penalty: 5005.877441
	Iteration 158Q: 3 clusters Score -2679350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2679346.500000 Penalty: 5005.877441
	Iteration 159Q: 3 clusters Score -2679346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2679353.750000 Penalty: 5005.877441
	Iteration 160F: 3 clusters Score -2679354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2679351.000000 Penalty: 5005.877441
	Iteration 161Q: 3 clusters Score -2679351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2679355.250000 Penalty: 5005.877441
	Iteration 162Q: 3 clusters Score -2679355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2679354.250000 Penalty: 5005.877441
	Iteration 163Q: 3 clusters Score -2679354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2679352.500000 Penalty: 5005.877441
	Iteration 164Q: 3 clusters Score -2679352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2679355.500000 Penalty: 5005.877441
	Iteration 165Q: 3 clusters Score -2679356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2679354.000000 Penalty: 5005.877441
	Iteration 166Q: 3 clusters Score -2679354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2679355.000000 Penalty: 5005.877441
	Iteration 167Q: 3 clusters Score -2679355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2679357.500000 Penalty: 5005.877441
	Iteration 168Q: 3 clusters Score -2679358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2679359.250000 Penalty: 5005.877441
	Iteration 169Q: 3 clusters Score -2679359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2679357.000000 Penalty: 5005.877441
	Iteration 170Q: 3 clusters Score -2679357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2679359.750000 Penalty: 5005.877441
	Iteration 171Q: 3 clusters Score -2679360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2679359.750000 Penalty: 5005.877441
	Iteration 172F: 3 clusters Score -2679360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117339 members 
Entering Unmasked Estep 
Score: -14039239.000000 Penalty: 2894.859863
	Iteration 0F: 2 clusters Score -1.403924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -13961220.000000 Penalty: 5789.719727
	Iteration 0F: 3 clusters Score -1.396122e+07 nChanged 55549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -13993504.000000 Penalty: 5789.719727
	Iteration 1F: 3 clusters Score -1.39935e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -13995175.000000 Penalty: 5789.719727
	Iteration 2Q: 3 clusters Score -1.399518e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -13997480.000000 Penalty: 5789.719727
	Iteration 3Q: 3 clusters Score -1.399748e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -14001169.000000 Penalty: 5789.719727
	Iteration 4F: 3 clusters Score -1.400117e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 81239 members 
Entering Unmasked Estep 
Score: -14006854.000000 Penalty: 5789.719727
	Iteration 5F: 3 clusters Score -1.400685e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
Score: -14014396.000000 Penalty: 5789.719727
	Iteration 6F: 3 clusters Score -1.40144e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -14022465.000000 Penalty: 5789.719727
	Iteration 7F: 3 clusters Score -1.402246e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -14028683.000000 Penalty: 5789.719727
	Iteration 8F: 3 clusters Score -1.402868e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 108569 members 
Entering Unmasked Estep 
Score: -14032260.000000 Penalty: 5789.719727
	Iteration 9Q: 3 clusters Score -1.403226e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -14034175.000000 Penalty: 5789.719727
	Iteration 10Q: 3 clusters Score -1.403418e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 112139 members 
Entering Unmasked Estep 
Score: -14035200.000000 Penalty: 5789.719727
	Iteration 11Q: 3 clusters Score -1.40352e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -14035761.000000 Penalty: 5789.719727
	Iteration 12Q: 3 clusters Score -1.403576e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 113706 members 
Entering Unmasked Estep 
Score: -14036200.000000 Penalty: 5789.719727
	Iteration 13Q: 3 clusters Score -1.40362e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -14036465.000000 Penalty: 5789.719727
	Iteration 14Q: 3 clusters Score -1.403646e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -14036670.000000 Penalty: 5789.719727
	Iteration 15Q: 3 clusters Score -1.403667e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 114841 members 
Entering Unmasked Estep 
Score: -14036801.000000 Penalty: 5789.719727
	Iteration 16Q: 3 clusters Score -1.40368e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -14036880.000000 Penalty: 5789.719727
	Iteration 17Q: 3 clusters Score -1.403688e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -14036977.000000 Penalty: 5789.719727
	Iteration 18Q: 3 clusters Score -1.403698e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -14037082.000000 Penalty: 5789.719727
	Iteration 19Q: 3 clusters Score -1.403708e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -14037119.000000 Penalty: 5789.719727
	Iteration 20F: 3 clusters Score -1.403712e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -14037163.000000 Penalty: 5789.719727
	Iteration 21Q: 3 clusters Score -1.403716e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -14037156.000000 Penalty: 5789.719727
	Iteration 22Q: 3 clusters Score -1.403716e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -14037215.000000 Penalty: 5789.719727
	Iteration 23Q: 3 clusters Score -1.403722e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 115713 members 
Entering Unmasked Estep 
Score: -14037254.000000 Penalty: 5789.719727
	Iteration 24Q: 3 clusters Score -1.403725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -14037256.000000 Penalty: 5789.719727
	Iteration 25Q: 3 clusters Score -1.403726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -14037267.000000 Penalty: 5789.719727
	Iteration 26Q: 3 clusters Score -1.403727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -14037280.000000 Penalty: 5789.719727
	Iteration 27Q: 3 clusters Score -1.403728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -14037284.000000 Penalty: 5789.719727
	Iteration 28Q: 3 clusters Score -1.403728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 115837 members 
Entering Unmasked Estep 
Score: -14037292.000000 Penalty: 5789.719727
	Iteration 29Q: 3 clusters Score -1.403729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -14037293.000000 Penalty: 5789.719727
	Iteration 30Q: 3 clusters Score -1.403729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -14037295.000000 Penalty: 5789.719727
	Iteration 31Q: 3 clusters Score -1.40373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -14037299.000000 Penalty: 5789.719727
	Iteration 32Q: 3 clusters Score -1.40373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 115890 members 
Entering Unmasked Estep 
Score: -14037320.000000 Penalty: 5789.719727
	Iteration 33Q: 3 clusters Score -1.403732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -14037332.000000 Penalty: 5789.719727
	Iteration 34Q: 3 clusters Score -1.403733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 115909 members 
Entering Unmasked Estep 
Score: -14037313.000000 Penalty: 5789.719727
	Iteration 35Q: 3 clusters Score -1.403731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 115915 members 
Entering Unmasked Estep 
Score: -14037329.000000 Penalty: 5789.719727
	Iteration 36Q: 3 clusters Score -1.403733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 115922 members 
Entering Unmasked Estep 
Score: -14037315.000000 Penalty: 5789.719727
	Iteration 37Q: 3 clusters Score -1.403732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -14037319.000000 Penalty: 5789.719727
	Iteration 38Q: 3 clusters Score -1.403732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -14037320.000000 Penalty: 5789.719727
	Iteration 39Q: 3 clusters Score -1.403732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -14037318.000000 Penalty: 5789.719727
	Iteration 40F: 3 clusters Score -1.403732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -14037317.000000 Penalty: 5789.719727
	Iteration 41Q: 3 clusters Score -1.403732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -14037315.000000 Penalty: 5789.719727
	Iteration 42Q: 3 clusters Score -1.403732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -14037316.000000 Penalty: 5789.719727
	Iteration 43Q: 3 clusters Score -1.403732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -14037320.000000 Penalty: 5789.719727
	Iteration 44Q: 3 clusters Score -1.403732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -14037319.000000 Penalty: 5789.719727
	Iteration 45Q: 3 clusters Score -1.403732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 115931 members 
Entering Unmasked Estep 
Score: -14037321.000000 Penalty: 5789.719727
	Iteration 46Q: 3 clusters Score -1.403732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -14037318.000000 Penalty: 5789.719727
	Iteration 47Q: 3 clusters Score -1.403732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -14037309.000000 Penalty: 5789.719727
	Iteration 48Q: 3 clusters Score -1.403731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 115936 members 
Entering Unmasked Estep 
Score: -14037307.000000 Penalty: 5789.719727
	Iteration 49Q: 3 clusters Score -1.403731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -14037297.000000 Penalty: 5789.719727
	Iteration 50Q: 3 clusters Score -1.40373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -14037312.000000 Penalty: 5789.719727
	Iteration 51Q: 3 clusters Score -1.403731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -14037312.000000 Penalty: 5789.719727
	Iteration 52F: 3 clusters Score -1.403731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Entering Unmasked Estep 
Score: -552512.187500 Penalty: 2123.037598
	Iteration 0F: 2 clusters Score -552512.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -547900.625000 Penalty: 4246.075195
	Iteration 0F: 3 clusters Score -547900.6 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -549277.312500 Penalty: 4246.075195
	Iteration 1F: 3 clusters Score -549277.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -549893.000000 Penalty: 4246.075195
	Iteration 2F: 3 clusters Score -549893 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -550514.687500 Penalty: 4246.075195
	Iteration 3F: 3 clusters Score -550514.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -551180.187500 Penalty: 4246.075195
	Iteration 4F: 3 clusters Score -551180.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -551744.625000 Penalty: 4246.075195
	Iteration 5F: 3 clusters Score -551744.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -552154.000000 Penalty: 4246.075195
	Iteration 6F: 3 clusters Score -552154 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -552389.187500 Penalty: 4246.075195
	Iteration 7Q: 3 clusters Score -552389.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -552528.375000 Penalty: 4246.075195
	Iteration 8Q: 3 clusters Score -552528.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -552597.000000 Penalty: 4246.075195
	Iteration 9Q: 3 clusters Score -552597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -552625.437500 Penalty: 4246.075195
	Iteration 10Q: 3 clusters Score -552625.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -552641.500000 Penalty: 4246.075195
	Iteration 11Q: 3 clusters Score -552641.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -552648.750000 Penalty: 4246.075195
	Iteration 12Q: 3 clusters Score -552648.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -552660.437500 Penalty: 4246.075195
	Iteration 13Q: 3 clusters Score -552660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -552669.437500 Penalty: 4246.075195
	Iteration 14Q: 3 clusters Score -552669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -552674.437500 Penalty: 4246.075195
	Iteration 15Q: 3 clusters Score -552674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -552675.875000 Penalty: 4246.075195
	Iteration 16Q: 3 clusters Score -552675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -552678.375000 Penalty: 4246.075195
	Iteration 17Q: 3 clusters Score -552678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -552679.750000 Penalty: 4246.075195
	Iteration 18Q: 3 clusters Score -552679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -552679.750000 Penalty: 4246.075195
	Iteration 19F: 3 clusters Score -552679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 112929 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 25770 members 
Mstep: Class 5 contains 16481 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 117339 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 51256 members 
Mstep: Class 11 contains 18488 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 105538 members 
Mstep: Class 14 contains 126310 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38398 members 
Mstep: Class 17 contains 233107 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 20275 members 
Mstep: Class 20 contains 155950 members 
Mstep: Class 21 contains 193809 members 
Mstep: Class 22 contains 98200 members 
Mstep: Class 23 contains 48215 members 
Mstep: Class 24 contains 21714 members 
Mstep: Class 25 contains 169843 members 
Mstep: Class 26 contains 10984 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83046 members 
Mstep: Class 30 contains 30827 members 
Mstep: Class 31 contains 2759 members 
Entering Unmasked Estep 
Score: -205532128.000000 Penalty: 110668.640625
Splitting cluster 9 changes total score from -205532688.000000 to -205532128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (51256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Entering Unmasked Estep 
Score: -6214123.000000 Penalty: 2689.458008
	Iteration 0F: 2 clusters Score -6214123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -6179666.500000 Penalty: 5378.916016
	Iteration 0F: 3 clusters Score -6179666 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -6192657.000000 Penalty: 5378.916016
	Iteration 1F: 3 clusters Score -6192657 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -6193281.500000 Penalty: 5378.916016
	Iteration 2Q: 3 clusters Score -6193282 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -6193891.500000 Penalty: 5378.916016
	Iteration 3Q: 3 clusters Score -6193892 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -6194695.500000 Penalty: 5378.916016
	Iteration 4Q: 3 clusters Score -6194696 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -6195639.500000 Penalty: 5378.916016
	Iteration 5Q: 3 clusters Score -6195640 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -6197052.000000 Penalty: 5378.916016
	Iteration 6F: 3 clusters Score -6197052 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -6198965.000000 Penalty: 5378.916016
	Iteration 7F: 3 clusters Score -6198965 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -6201388.000000 Penalty: 5378.916016
	Iteration 8F: 3 clusters Score -6201388 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -6204138.000000 Penalty: 5378.916016
	Iteration 9F: 3 clusters Score -6204138 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -6206666.000000 Penalty: 5378.916016
	Iteration 10F: 3 clusters Score -6206666 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -6208662.500000 Penalty: 5378.916016
	Iteration 11Q: 3 clusters Score -6208662 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -6209859.000000 Penalty: 5378.916016
	Iteration 12Q: 3 clusters Score -6209859 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6210676.000000 Penalty: 5378.916016
	Iteration 13Q: 3 clusters Score -6210676 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6211118.500000 Penalty: 5378.916016
	Iteration 14Q: 3 clusters Score -6211118 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6211344.500000 Penalty: 5378.916016
	Iteration 15Q: 3 clusters Score -6211344 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6211546.500000 Penalty: 5378.916016
	Iteration 16Q: 3 clusters Score -6211546 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6211658.500000 Penalty: 5378.916016
	Iteration 17Q: 3 clusters Score -6211658 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6211740.500000 Penalty: 5378.916016
	Iteration 18Q: 3 clusters Score -6211740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6211782.500000 Penalty: 5378.916016
	Iteration 19Q: 3 clusters Score -6211782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6211821.000000 Penalty: 5378.916016
	Iteration 20F: 3 clusters Score -6211821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6211847.500000 Penalty: 5378.916016
	Iteration 21Q: 3 clusters Score -6211848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6211860.500000 Penalty: 5378.916016
	Iteration 22Q: 3 clusters Score -6211860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6211883.000000 Penalty: 5378.916016
	Iteration 23Q: 3 clusters Score -6211883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6211894.000000 Penalty: 5378.916016
	Iteration 24Q: 3 clusters Score -6211894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6211902.500000 Penalty: 5378.916016
	Iteration 25Q: 3 clusters Score -6211902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6211910.500000 Penalty: 5378.916016
	Iteration 26Q: 3 clusters Score -6211910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6211925.500000 Penalty: 5378.916016
	Iteration 27Q: 3 clusters Score -6211926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6211926.000000 Penalty: 5378.916016
	Iteration 28Q: 3 clusters Score -6211926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6211921.000000 Penalty: 5378.916016
	Iteration 29Q: 3 clusters Score -6211921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6211921.500000 Penalty: 5378.916016
	Iteration 30Q: 3 clusters Score -6211922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6211923.500000 Penalty: 5378.916016
	Iteration 31Q: 3 clusters Score -6211924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6211928.000000 Penalty: 5378.916016
	Iteration 32Q: 3 clusters Score -6211928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6211935.500000 Penalty: 5378.916016
	Iteration 33Q: 3 clusters Score -6211936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6211939.500000 Penalty: 5378.916016
	Iteration 34Q: 3 clusters Score -6211940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6211936.000000 Penalty: 5378.916016
	Iteration 35Q: 3 clusters Score -6211936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6211940.000000 Penalty: 5378.916016
	Iteration 36Q: 3 clusters Score -6211940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6211933.000000 Penalty: 5378.916016
	Iteration 37Q: 3 clusters Score -6211933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6211937.500000 Penalty: 5378.916016
	Iteration 38Q: 3 clusters Score -6211938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6211942.500000 Penalty: 5378.916016
	Iteration 39Q: 3 clusters Score -6211942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6211943.500000 Penalty: 5378.916016
	Iteration 40F: 3 clusters Score -6211944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6211938.000000 Penalty: 5378.916016
	Iteration 41Q: 3 clusters Score -6211938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6211942.000000 Penalty: 5378.916016
	Iteration 42Q: 3 clusters Score -6211942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6211940.500000 Penalty: 5378.916016
	Iteration 43Q: 3 clusters Score -6211940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6211938.500000 Penalty: 5378.916016
	Iteration 44Q: 3 clusters Score -6211938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6211941.500000 Penalty: 5378.916016
	Iteration 45Q: 3 clusters Score -6211942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6211948.000000 Penalty: 5378.916016
	Iteration 46Q: 3 clusters Score -6211948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6211948.000000 Penalty: 5378.916016
	Iteration 47Q: 3 clusters Score -6211948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6211953.500000 Penalty: 5378.916016
	Iteration 48Q: 3 clusters Score -6211954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6211957.500000 Penalty: 5378.916016
	Iteration 49Q: 3 clusters Score -6211958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6211951.000000 Penalty: 5378.916016
	Iteration 50Q: 3 clusters Score -6211951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6211957.500000 Penalty: 5378.916016
	Iteration 51Q: 3 clusters Score -6211958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6211956.500000 Penalty: 5378.916016
	Iteration 52Q: 3 clusters Score -6211956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6211951.000000 Penalty: 5378.916016
	Iteration 53Q: 3 clusters Score -6211951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6211974.000000 Penalty: 5378.916016
	Iteration 54Q: 3 clusters Score -6211974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6211978.500000 Penalty: 5378.916016
	Iteration 55Q: 3 clusters Score -6211978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6211972.000000 Penalty: 5378.916016
	Iteration 56Q: 3 clusters Score -6211972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6211984.000000 Penalty: 5378.916016
	Iteration 57Q: 3 clusters Score -6211984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6211993.000000 Penalty: 5378.916016
	Iteration 58Q: 3 clusters Score -6211993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6211989.500000 Penalty: 5378.916016
	Iteration 59Q: 3 clusters Score -6211990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6211987.500000 Penalty: 5378.916016
	Iteration 60F: 3 clusters Score -6211988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6211983.500000 Penalty: 5378.916016
	Iteration 61Q: 3 clusters Score -6211984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6211985.500000 Penalty: 5378.916016
	Iteration 62Q: 3 clusters Score -6211986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6211985.500000 Penalty: 5378.916016
	Iteration 63F: 3 clusters Score -6211986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Entering Unmasked Estep 
Score: -2099236.750000 Penalty: 2436.569336
	Iteration 0F: 2 clusters Score -2099237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2086024.500000 Penalty: 4873.138672
	Iteration 0F: 3 clusters Score -2086024 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2090420.875000 Penalty: 4873.138672
	Iteration 1F: 3 clusters Score -2090421 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2090906.875000 Penalty: 4873.138672
	Iteration 2F: 3 clusters Score -2090907 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2091324.625000 Penalty: 4873.138672
	Iteration 3F: 3 clusters Score -2091325 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2091702.375000 Penalty: 4873.138672
	Iteration 4Q: 3 clusters Score -2091702 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2092090.875000 Penalty: 4873.138672
	Iteration 5Q: 3 clusters Score -2092091 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2092568.250000 Penalty: 4873.138672
	Iteration 6Q: 3 clusters Score -2092568 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2093116.375000 Penalty: 4873.138672
	Iteration 7Q: 3 clusters Score -2093116 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2093681.000000 Penalty: 4873.138672
	Iteration 8Q: 3 clusters Score -2093681 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2094222.125000 Penalty: 4873.138672
	Iteration 9Q: 3 clusters Score -2094222 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2094750.875000 Penalty: 4873.138672
	Iteration 10Q: 3 clusters Score -2094751 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2095257.500000 Penalty: 4873.138672
	Iteration 11Q: 3 clusters Score -2095258 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2095702.625000 Penalty: 4873.138672
	Iteration 12Q: 3 clusters Score -2095703 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2096036.625000 Penalty: 4873.138672
	Iteration 13Q: 3 clusters Score -2096037 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2096301.500000 Penalty: 4873.138672
	Iteration 14Q: 3 clusters Score -2096302 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2096525.250000 Penalty: 4873.138672
	Iteration 15Q: 3 clusters Score -2096525 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2096731.375000 Penalty: 4873.138672
	Iteration 16Q: 3 clusters Score -2096731 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2096888.625000 Penalty: 4873.138672
	Iteration 17Q: 3 clusters Score -2096889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2097021.375000 Penalty: 4873.138672
	Iteration 18Q: 3 clusters Score -2097021 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2097108.250000 Penalty: 4873.138672
	Iteration 19Q: 3 clusters Score -2097108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2097167.500000 Penalty: 4873.138672
	Iteration 20F: 3 clusters Score -2097168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2097221.750000 Penalty: 4873.138672
	Iteration 21Q: 3 clusters Score -2097222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2097264.500000 Penalty: 4873.138672
	Iteration 22Q: 3 clusters Score -2097264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2097291.000000 Penalty: 4873.138672
	Iteration 23Q: 3 clusters Score -2097291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2097321.500000 Penalty: 4873.138672
	Iteration 24Q: 3 clusters Score -2097322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2097342.500000 Penalty: 4873.138672
	Iteration 25Q: 3 clusters Score -2097342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2097360.500000 Penalty: 4873.138672
	Iteration 26Q: 3 clusters Score -2097360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2097367.250000 Penalty: 4873.138672
	Iteration 27Q: 3 clusters Score -2097367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2097381.250000 Penalty: 4873.138672
	Iteration 28Q: 3 clusters Score -2097381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2097388.500000 Penalty: 4873.138672
	Iteration 29Q: 3 clusters Score -2097388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2097394.250000 Penalty: 4873.138672
	Iteration 30Q: 3 clusters Score -2097394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2097399.500000 Penalty: 4873.138672
	Iteration 31Q: 3 clusters Score -2097400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2097403.000000 Penalty: 4873.138672
	Iteration 32Q: 3 clusters Score -2097403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2097409.750000 Penalty: 4873.138672
	Iteration 33Q: 3 clusters Score -2097410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2097415.750000 Penalty: 4873.138672
	Iteration 34Q: 3 clusters Score -2097416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2097423.000000 Penalty: 4873.138672
	Iteration 35Q: 3 clusters Score -2097423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2097423.250000 Penalty: 4873.138672
	Iteration 36Q: 3 clusters Score -2097423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2097428.750000 Penalty: 4873.138672
	Iteration 37Q: 3 clusters Score -2097429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2097433.500000 Penalty: 4873.138672
	Iteration 38Q: 3 clusters Score -2097434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2097434.250000 Penalty: 4873.138672
	Iteration 39Q: 3 clusters Score -2097434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2097442.000000 Penalty: 4873.138672
	Iteration 40F: 3 clusters Score -2097442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2097444.250000 Penalty: 4873.138672
	Iteration 41Q: 3 clusters Score -2097444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2097444.250000 Penalty: 4873.138672
	Iteration 42Q: 3 clusters Score -2097444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2097444.000000 Penalty: 4873.138672
	Iteration 43Q: 3 clusters Score -2097444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2097444.000000 Penalty: 4873.138672
	Iteration 44F: 3 clusters Score -2097444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -135234.203125 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -135234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133208.015625 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -133208 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133608.984375 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -133609 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -133757.984375 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -133758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133911.109375 Penalty: 3537.718994
	Iteration 3F: 3 clusters Score -133911.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134093.765625 Penalty: 3537.718994
	Iteration 4F: 3 clusters Score -134093.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -134249.343750 Penalty: 3537.718994
	Iteration 5F: 3 clusters Score -134249.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -134369.140625 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -134369.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -134449.406250 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -134449.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -134501.328125 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -134501.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -134541.625000 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -134541.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -134570.875000 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -134570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -134602.343750 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -134602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -134635.765625 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -134635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -134648.703125 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -134648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -134659.578125 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -134659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -134661.859375 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -134661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -134662.812500 Penalty: 3537.718994
	Iteration 16Q: 3 clusters Score -134662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -134665.578125 Penalty: 3537.718994
	Iteration 17F: 3 clusters Score -134665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -134671.390625 Penalty: 3537.718994
	Iteration 18Q: 3 clusters Score -134671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -134674.234375 Penalty: 3537.718994
	Iteration 19Q: 3 clusters Score -134674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -134674.234375 Penalty: 3537.718994
	Iteration 20F: 3 clusters Score -134674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Entering Unmasked Estep 
Score: -12410262.000000 Penalty: 2868.572998
	Iteration 0F: 2 clusters Score -1.241026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -12339876.000000 Penalty: 5737.145996
	Iteration 0F: 3 clusters Score -1.233988e+07 nChanged 49762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -12368763.000000 Penalty: 5737.145996
	Iteration 1F: 3 clusters Score -1.236876e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -12370068.000000 Penalty: 5737.145996
	Iteration 2Q: 3 clusters Score -1.237007e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -12372322.000000 Penalty: 5737.145996
	Iteration 3Q: 3 clusters Score -1.237232e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -12375865.000000 Penalty: 5737.145996
	Iteration 4F: 3 clusters Score -1.237586e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -12381132.000000 Penalty: 5737.145996
	Iteration 5F: 3 clusters Score -1.238113e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -12387601.000000 Penalty: 5737.145996
	Iteration 6F: 3 clusters Score -1.23876e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -12394146.000000 Penalty: 5737.145996
	Iteration 7F: 3 clusters Score -1.239415e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -12399806.000000 Penalty: 5737.145996
	Iteration 8F: 3 clusters Score -1.239981e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -12403903.000000 Penalty: 5737.145996
	Iteration 9Q: 3 clusters Score -1.24039e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -12405626.000000 Penalty: 5737.145996
	Iteration 10Q: 3 clusters Score -1.240563e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -12406339.000000 Penalty: 5737.145996
	Iteration 11Q: 3 clusters Score -1.240634e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -12406770.000000 Penalty: 5737.145996
	Iteration 12Q: 3 clusters Score -1.240677e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -12407052.000000 Penalty: 5737.145996
	Iteration 13Q: 3 clusters Score -1.240705e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -12407183.000000 Penalty: 5737.145996
	Iteration 14Q: 3 clusters Score -1.240718e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -12407406.000000 Penalty: 5737.145996
	Iteration 15Q: 3 clusters Score -1.240741e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -12407536.000000 Penalty: 5737.145996
	Iteration 16Q: 3 clusters Score -1.240754e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -12407624.000000 Penalty: 5737.145996
	Iteration 17Q: 3 clusters Score -1.240762e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -12407742.000000 Penalty: 5737.145996
	Iteration 18Q: 3 clusters Score -1.240774e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -12407748.000000 Penalty: 5737.145996
	Iteration 19Q: 3 clusters Score -1.240775e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -12407844.000000 Penalty: 5737.145996
	Iteration 20F: 3 clusters Score -1.240784e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 89935 members 
Entering Unmasked Estep 
Score: -12407929.000000 Penalty: 5737.145996
	Iteration 21Q: 3 clusters Score -1.240793e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -12408025.000000 Penalty: 5737.145996
	Iteration 22Q: 3 clusters Score -1.240802e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -12408095.000000 Penalty: 5737.145996
	Iteration 23Q: 3 clusters Score -1.24081e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -12408201.000000 Penalty: 5737.145996
	Iteration 24Q: 3 clusters Score -1.24082e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -12408288.000000 Penalty: 5737.145996
	Iteration 25Q: 3 clusters Score -1.240829e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -12408341.000000 Penalty: 5737.145996
	Iteration 26Q: 3 clusters Score -1.240834e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -12408375.000000 Penalty: 5737.145996
	Iteration 27Q: 3 clusters Score -1.240838e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -12408457.000000 Penalty: 5737.145996
	Iteration 28Q: 3 clusters Score -1.240846e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -12408495.000000 Penalty: 5737.145996
	Iteration 29Q: 3 clusters Score -1.24085e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -12408491.000000 Penalty: 5737.145996
	Iteration 30Q: 3 clusters Score -1.240849e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -12408519.000000 Penalty: 5737.145996
	Iteration 31Q: 3 clusters Score -1.240852e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -12408551.000000 Penalty: 5737.145996
	Iteration 32Q: 3 clusters Score -1.240855e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -12408600.000000 Penalty: 5737.145996
	Iteration 33Q: 3 clusters Score -1.24086e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -12408670.000000 Penalty: 5737.145996
	Iteration 34Q: 3 clusters Score -1.240867e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 94769 members 
Entering Unmasked Estep 
Score: -12408671.000000 Penalty: 5737.145996
	Iteration 35Q: 3 clusters Score -1.240867e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -12408706.000000 Penalty: 5737.145996
	Iteration 36Q: 3 clusters Score -1.240871e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -12408715.000000 Penalty: 5737.145996
	Iteration 37Q: 3 clusters Score -1.240872e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -12408687.000000 Penalty: 5737.145996
	Iteration 38Q: 3 clusters Score -1.240869e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -12408735.000000 Penalty: 5737.145996
	Iteration 39Q: 3 clusters Score -1.240874e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -12408793.000000 Penalty: 5737.145996
	Iteration 40F: 3 clusters Score -1.240879e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -12408829.000000 Penalty: 5737.145996
	Iteration 41Q: 3 clusters Score -1.240883e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -12408868.000000 Penalty: 5737.145996
	Iteration 42Q: 3 clusters Score -1.240887e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -12408908.000000 Penalty: 5737.145996
	Iteration 43Q: 3 clusters Score -1.240891e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -12408920.000000 Penalty: 5737.145996
	Iteration 44Q: 3 clusters Score -1.240892e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -12408947.000000 Penalty: 5737.145996
	Iteration 45Q: 3 clusters Score -1.240895e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -12408992.000000 Penalty: 5737.145996
	Iteration 46Q: 3 clusters Score -1.240899e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -12408976.000000 Penalty: 5737.145996
	Iteration 47Q: 3 clusters Score -1.240898e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -12409007.000000 Penalty: 5737.145996
	Iteration 48Q: 3 clusters Score -1.240901e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 97249 members 
Entering Unmasked Estep 
Score: -12409025.000000 Penalty: 5737.145996
	Iteration 49Q: 3 clusters Score -1.240902e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -12409045.000000 Penalty: 5737.145996
	Iteration 50Q: 3 clusters Score -1.240904e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -12409038.000000 Penalty: 5737.145996
	Iteration 51Q: 3 clusters Score -1.240904e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -12409061.000000 Penalty: 5737.145996
	Iteration 52Q: 3 clusters Score -1.240906e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -12409112.000000 Penalty: 5737.145996
	Iteration 53Q: 3 clusters Score -1.240911e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -12409167.000000 Penalty: 5737.145996
	Iteration 54Q: 3 clusters Score -1.240917e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -12409163.000000 Penalty: 5737.145996
	Iteration 55Q: 3 clusters Score -1.240916e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -12409156.000000 Penalty: 5737.145996
	Iteration 56Q: 3 clusters Score -1.240916e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -12409145.000000 Penalty: 5737.145996
	Iteration 57Q: 3 clusters Score -1.240914e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -12409176.000000 Penalty: 5737.145996
	Iteration 58Q: 3 clusters Score -1.240918e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -12409170.000000 Penalty: 5737.145996
	Iteration 59Q: 3 clusters Score -1.240917e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -12409190.000000 Penalty: 5737.145996
	Iteration 60F: 3 clusters Score -1.240919e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -12409207.000000 Penalty: 5737.145996
	Iteration 61Q: 3 clusters Score -1.240921e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -12409202.000000 Penalty: 5737.145996
	Iteration 62Q: 3 clusters Score -1.24092e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -12409189.000000 Penalty: 5737.145996
	Iteration 63Q: 3 clusters Score -1.240919e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -12409202.000000 Penalty: 5737.145996
	Iteration 64Q: 3 clusters Score -1.24092e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -12409192.000000 Penalty: 5737.145996
	Iteration 65Q: 3 clusters Score -1.240919e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 99033 members 
Entering Unmasked Estep 
Score: -12409185.000000 Penalty: 5737.145996
	Iteration 66Q: 3 clusters Score -1.240918e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -12409197.000000 Penalty: 5737.145996
	Iteration 67Q: 3 clusters Score -1.24092e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -12409206.000000 Penalty: 5737.145996
	Iteration 68Q: 3 clusters Score -1.240921e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -12409209.000000 Penalty: 5737.145996
	Iteration 69Q: 3 clusters Score -1.240921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -12409217.000000 Penalty: 5737.145996
	Iteration 70Q: 3 clusters Score -1.240922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -12409237.000000 Penalty: 5737.145996
	Iteration 71Q: 3 clusters Score -1.240924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -12409234.000000 Penalty: 5737.145996
	Iteration 72Q: 3 clusters Score -1.240923e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -12409248.000000 Penalty: 5737.145996
	Iteration 73Q: 3 clusters Score -1.240925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -12409262.000000 Penalty: 5737.145996
	Iteration 74Q: 3 clusters Score -1.240926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -12409268.000000 Penalty: 5737.145996
	Iteration 75Q: 3 clusters Score -1.240927e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -12409271.000000 Penalty: 5737.145996
	Iteration 76Q: 3 clusters Score -1.240927e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -12409278.000000 Penalty: 5737.145996
	Iteration 77Q: 3 clusters Score -1.240928e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -12409285.000000 Penalty: 5737.145996
	Iteration 78Q: 3 clusters Score -1.240928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 99593 members 
Entering Unmasked Estep 
Score: -12409293.000000 Penalty: 5737.145996
	Iteration 79Q: 3 clusters Score -1.240929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -12409311.000000 Penalty: 5737.145996
	Iteration 80F: 3 clusters Score -1.240931e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -12409313.000000 Penalty: 5737.145996
	Iteration 81Q: 3 clusters Score -1.240931e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -12409319.000000 Penalty: 5737.145996
	Iteration 82Q: 3 clusters Score -1.240932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -12409303.000000 Penalty: 5737.145996
	Iteration 83Q: 3 clusters Score -1.24093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -12409308.000000 Penalty: 5737.145996
	Iteration 84Q: 3 clusters Score -1.240931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -12409308.000000 Penalty: 5737.145996
	Iteration 85Q: 3 clusters Score -1.240931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -12409306.000000 Penalty: 5737.145996
	Iteration 86Q: 3 clusters Score -1.240931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 99768 members 
Entering Unmasked Estep 
Score: -12409308.000000 Penalty: 5737.145996
	Iteration 87Q: 3 clusters Score -1.240931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -12409312.000000 Penalty: 5737.145996
	Iteration 88Q: 3 clusters Score -1.240931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -12409318.000000 Penalty: 5737.145996
	Iteration 89Q: 3 clusters Score -1.240932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -12409312.000000 Penalty: 5737.145996
	Iteration 90Q: 3 clusters Score -1.240931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -12409310.000000 Penalty: 5737.145996
	Iteration 91Q: 3 clusters Score -1.240931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -12409313.000000 Penalty: 5737.145996
	Iteration 92Q: 3 clusters Score -1.240931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -12409312.000000 Penalty: 5737.145996
	Iteration 93Q: 3 clusters Score -1.240931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -12409310.000000 Penalty: 5737.145996
	Iteration 94Q: 3 clusters Score -1.240931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -12409319.000000 Penalty: 5737.145996
	Iteration 95Q: 3 clusters Score -1.240932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -12409317.000000 Penalty: 5737.145996
	Iteration 96Q: 3 clusters Score -1.240932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -12409315.000000 Penalty: 5737.145996
	Iteration 97Q: 3 clusters Score -1.240932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -12409308.000000 Penalty: 5737.145996
	Iteration 98Q: 3 clusters Score -1.240931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -12409313.000000 Penalty: 5737.145996
	Iteration 99Q: 3 clusters Score -1.240931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -12409312.000000 Penalty: 5737.145996
	Iteration 100F: 3 clusters Score -1.240931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -12409295.000000 Penalty: 5737.145996
	Iteration 101Q: 3 clusters Score -1.24093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -12409294.000000 Penalty: 5737.145996
	Iteration 102Q: 3 clusters Score -1.240929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -12409294.000000 Penalty: 5737.145996
	Iteration 103Q: 3 clusters Score -1.240929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -12409296.000000 Penalty: 5737.145996
	Iteration 104Q: 3 clusters Score -1.24093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -12409292.000000 Penalty: 5737.145996
	Iteration 105Q: 3 clusters Score -1.240929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -12409287.000000 Penalty: 5737.145996
	Iteration 106Q: 3 clusters Score -1.240929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -12409292.000000 Penalty: 5737.145996
	Iteration 107Q: 3 clusters Score -1.240929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -12409298.000000 Penalty: 5737.145996
	Iteration 108Q: 3 clusters Score -1.24093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -12409294.000000 Penalty: 5737.145996
	Iteration 109Q: 3 clusters Score -1.240929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -12409293.000000 Penalty: 5737.145996
	Iteration 110Q: 3 clusters Score -1.240929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -12409294.000000 Penalty: 5737.145996
	Iteration 111Q: 3 clusters Score -1.240929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -12409293.000000 Penalty: 5737.145996
	Iteration 112Q: 3 clusters Score -1.240929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 99911 members 
Entering Unmasked Estep 
Score: -12409301.000000 Penalty: 5737.145996
	Iteration 113Q: 3 clusters Score -1.24093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -12409300.000000 Penalty: 5737.145996
	Iteration 114Q: 3 clusters Score -1.24093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -12409303.000000 Penalty: 5737.145996
	Iteration 115Q: 3 clusters Score -1.24093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -12409302.000000 Penalty: 5737.145996
	Iteration 116Q: 3 clusters Score -1.24093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -12409302.000000 Penalty: 5737.145996
	Iteration 117F: 3 clusters Score -1.24093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (126310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Entering Unmasked Estep 
Score: -15155011.000000 Penalty: 2913.130615
	Iteration 0F: 2 clusters Score -1.515501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -15070482.000000 Penalty: 5826.261230
	Iteration 0F: 3 clusters Score -1.507048e+07 nChanged 60075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -15105421.000000 Penalty: 5826.261230
	Iteration 1F: 3 clusters Score -1.510542e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -15106226.000000 Penalty: 5826.261230
	Iteration 2Q: 3 clusters Score -1.510623e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -15107253.000000 Penalty: 5826.261230
	Iteration 3Q: 3 clusters Score -1.510725e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -15108365.000000 Penalty: 5826.261230
	Iteration 4Q: 3 clusters Score -1.510836e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -15109709.000000 Penalty: 5826.261230
	Iteration 5Q: 3 clusters Score -1.510971e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -15111215.000000 Penalty: 5826.261230
	Iteration 6Q: 3 clusters Score -1.511122e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -15113007.000000 Penalty: 5826.261230
	Iteration 7Q: 3 clusters Score -1.511301e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -15114855.000000 Penalty: 5826.261230
	Iteration 8Q: 3 clusters Score -1.511486e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -15117259.000000 Penalty: 5826.261230
	Iteration 9Q: 3 clusters Score -1.511726e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -15119748.000000 Penalty: 5826.261230
	Iteration 10Q: 3 clusters Score -1.511975e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -15122534.000000 Penalty: 5826.261230
	Iteration 11Q: 3 clusters Score -1.512253e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -15125554.000000 Penalty: 5826.261230
	Iteration 12Q: 3 clusters Score -1.512555e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -15128756.000000 Penalty: 5826.261230
	Iteration 13Q: 3 clusters Score -1.512876e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -15131414.000000 Penalty: 5826.261230
	Iteration 14Q: 3 clusters Score -1.513141e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -15132844.000000 Penalty: 5826.261230
	Iteration 15Q: 3 clusters Score -1.513284e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -15133630.000000 Penalty: 5826.261230
	Iteration 16Q: 3 clusters Score -1.513363e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -15134323.000000 Penalty: 5826.261230
	Iteration 17Q: 3 clusters Score -1.513432e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -15135027.000000 Penalty: 5826.261230
	Iteration 18Q: 3 clusters Score -1.513503e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -15135596.000000 Penalty: 5826.261230
	Iteration 19Q: 3 clusters Score -1.51356e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -15136379.000000 Penalty: 5826.261230
	Iteration 20F: 3 clusters Score -1.513638e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -15137089.000000 Penalty: 5826.261230
	Iteration 21Q: 3 clusters Score -1.513709e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -15138008.000000 Penalty: 5826.261230
	Iteration 22Q: 3 clusters Score -1.513801e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -15139015.000000 Penalty: 5826.261230
	Iteration 23Q: 3 clusters Score -1.513902e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -15139962.000000 Penalty: 5826.261230
	Iteration 24Q: 3 clusters Score -1.513996e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -15141029.000000 Penalty: 5826.261230
	Iteration 25Q: 3 clusters Score -1.514103e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -15142050.000000 Penalty: 5826.261230
	Iteration 26Q: 3 clusters Score -1.514205e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -15143162.000000 Penalty: 5826.261230
	Iteration 27Q: 3 clusters Score -1.514316e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 111158 members 
Entering Unmasked Estep 
Score: -15144211.000000 Penalty: 5826.261230
	Iteration 28Q: 3 clusters Score -1.514421e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -15145283.000000 Penalty: 5826.261230
	Iteration 29Q: 3 clusters Score -1.514528e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -15146433.000000 Penalty: 5826.261230
	Iteration 30Q: 3 clusters Score -1.514643e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 117076 members 
Entering Unmasked Estep 
Score: -15147398.000000 Penalty: 5826.261230
	Iteration 31Q: 3 clusters Score -1.51474e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 118655 members 
Entering Unmasked Estep 
Score: -15148296.000000 Penalty: 5826.261230
	Iteration 32Q: 3 clusters Score -1.51483e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -15149060.000000 Penalty: 5826.261230
	Iteration 33Q: 3 clusters Score -1.514906e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -15149867.000000 Penalty: 5826.261230
	Iteration 34Q: 3 clusters Score -1.514987e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 122165 members 
Entering Unmasked Estep 
Score: -15150445.000000 Penalty: 5826.261230
	Iteration 35Q: 3 clusters Score -1.515044e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 122948 members 
Entering Unmasked Estep 
Score: -15150910.000000 Penalty: 5826.261230
	Iteration 36Q: 3 clusters Score -1.515091e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -15151304.000000 Penalty: 5826.261230
	Iteration 37Q: 3 clusters Score -1.51513e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 124085 members 
Entering Unmasked Estep 
Score: -15151657.000000 Penalty: 5826.261230
	Iteration 38Q: 3 clusters Score -1.515166e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -15151880.000000 Penalty: 5826.261230
	Iteration 39Q: 3 clusters Score -1.515188e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -15152030.000000 Penalty: 5826.261230
	Iteration 40F: 3 clusters Score -1.515203e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 124959 members 
Entering Unmasked Estep 
Score: -15152132.000000 Penalty: 5826.261230
	Iteration 41Q: 3 clusters Score -1.515213e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -15152205.000000 Penalty: 5826.261230
	Iteration 42Q: 3 clusters Score -1.51522e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -15152279.000000 Penalty: 5826.261230
	Iteration 43Q: 3 clusters Score -1.515228e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
Score: -15152324.000000 Penalty: 5826.261230
	Iteration 44Q: 3 clusters Score -1.515232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 125339 members 
Entering Unmasked Estep 
Score: -15152356.000000 Penalty: 5826.261230
	Iteration 45Q: 3 clusters Score -1.515236e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -15152356.000000 Penalty: 5826.261230
	Iteration 46Q: 3 clusters Score -1.515236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -15152375.000000 Penalty: 5826.261230
	Iteration 47Q: 3 clusters Score -1.515238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 125441 members 
Entering Unmasked Estep 
Score: -15152395.000000 Penalty: 5826.261230
	Iteration 48Q: 3 clusters Score -1.51524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -15152406.000000 Penalty: 5826.261230
	Iteration 49Q: 3 clusters Score -1.515241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 125474 members 
Entering Unmasked Estep 
Score: -15152428.000000 Penalty: 5826.261230
	Iteration 50Q: 3 clusters Score -1.515243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -15152431.000000 Penalty: 5826.261230
	Iteration 51Q: 3 clusters Score -1.515243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 125512 members 
Entering Unmasked Estep 
Score: -15152456.000000 Penalty: 5826.261230
	Iteration 52Q: 3 clusters Score -1.515246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -15152449.000000 Penalty: 5826.261230
	Iteration 53Q: 3 clusters Score -1.515245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -15152448.000000 Penalty: 5826.261230
	Iteration 54Q: 3 clusters Score -1.515245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -15152452.000000 Penalty: 5826.261230
	Iteration 55Q: 3 clusters Score -1.515245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125559 members 
Entering Unmasked Estep 
Score: -15152459.000000 Penalty: 5826.261230
	Iteration 56Q: 3 clusters Score -1.515246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -15152481.000000 Penalty: 5826.261230
	Iteration 57Q: 3 clusters Score -1.515248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 125595 members 
Entering Unmasked Estep 
Score: -15152482.000000 Penalty: 5826.261230
	Iteration 58Q: 3 clusters Score -1.515248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 125606 members 
Entering Unmasked Estep 
Score: -15152497.000000 Penalty: 5826.261230
	Iteration 59Q: 3 clusters Score -1.51525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -15152506.000000 Penalty: 5826.261230
	Iteration 60F: 3 clusters Score -1.515251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -15152499.000000 Penalty: 5826.261230
	Iteration 61Q: 3 clusters Score -1.51525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 125631 members 
Entering Unmasked Estep 
Score: -15152488.000000 Penalty: 5826.261230
	Iteration 62Q: 3 clusters Score -1.515249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 125634 members 
Entering Unmasked Estep 
Score: -15152509.000000 Penalty: 5826.261230
	Iteration 63Q: 3 clusters Score -1.515251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 125637 members 
Entering Unmasked Estep 
Score: -15152506.000000 Penalty: 5826.261230
	Iteration 64Q: 3 clusters Score -1.515251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -15152508.000000 Penalty: 5826.261230
	Iteration 65Q: 3 clusters Score -1.515251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 125645 members 
Entering Unmasked Estep 
Score: -15152525.000000 Penalty: 5826.261230
	Iteration 66Q: 3 clusters Score -1.515252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 125651 members 
Entering Unmasked Estep 
Score: -15152522.000000 Penalty: 5826.261230
	Iteration 67Q: 3 clusters Score -1.515252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -15152521.000000 Penalty: 5826.261230
	Iteration 68Q: 3 clusters Score -1.515252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 125657 members 
Entering Unmasked Estep 
Score: -15152521.000000 Penalty: 5826.261230
	Iteration 69Q: 3 clusters Score -1.515252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -15152529.000000 Penalty: 5826.261230
	Iteration 70Q: 3 clusters Score -1.515253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 125661 members 
Entering Unmasked Estep 
Score: -15152511.000000 Penalty: 5826.261230
	Iteration 71Q: 3 clusters Score -1.515251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 125663 members 
Entering Unmasked Estep 
Score: -15152512.000000 Penalty: 5826.261230
	Iteration 72Q: 3 clusters Score -1.515251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 125665 members 
Entering Unmasked Estep 
Score: -15152518.000000 Penalty: 5826.261230
	Iteration 73Q: 3 clusters Score -1.515252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -15152521.000000 Penalty: 5826.261230
	Iteration 74Q: 3 clusters Score -1.515252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -15152521.000000 Penalty: 5826.261230
	Iteration 75F: 3 clusters Score -1.515252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -37853.671875 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -37853.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36530.382812 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -36530.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36706.203125 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -36706.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36772.054688 Penalty: 2939.755371
	Iteration 2Q: 3 clusters Score -36772.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36791.570312 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -36791.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36794.867188 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -36794.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36798.191406 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -36798.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36799.835938 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -36799.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36799.835938 Penalty: 2939.755371
	Iteration 7F: 3 clusters Score -36799.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Entering Unmasked Estep 
Score: -4553955.000000 Penalty: 2617.828613
	Iteration 0F: 2 clusters Score -4553955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4527902.500000 Penalty: 5235.657227
	Iteration 0F: 3 clusters Score -4527902 nChanged 17481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4537551.000000 Penalty: 5235.657227
	Iteration 1F: 3 clusters Score -4537551 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4538043.500000 Penalty: 5235.657227
	Iteration 2Q: 3 clusters Score -4538044 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4538580.500000 Penalty: 5235.657227
	Iteration 3Q: 3 clusters Score -4538580 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4539187.500000 Penalty: 5235.657227
	Iteration 4Q: 3 clusters Score -4539188 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4539957.500000 Penalty: 5235.657227
	Iteration 5Q: 3 clusters Score -4539958 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4540908.500000 Penalty: 5235.657227
	Iteration 6Q: 3 clusters Score -4540908 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4541971.000000 Penalty: 5235.657227
	Iteration 7F: 3 clusters Score -4541971 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4543136.000000 Penalty: 5235.657227
	Iteration 8F: 3 clusters Score -4543136 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4544308.500000 Penalty: 5235.657227
	Iteration 9F: 3 clusters Score -4544308 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4545424.500000 Penalty: 5235.657227
	Iteration 10Q: 3 clusters Score -4545424 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4546328.500000 Penalty: 5235.657227
	Iteration 11Q: 3 clusters Score -4546328 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4547123.500000 Penalty: 5235.657227
	Iteration 12Q: 3 clusters Score -4547124 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4547710.000000 Penalty: 5235.657227
	Iteration 13Q: 3 clusters Score -4547710 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4548175.000000 Penalty: 5235.657227
	Iteration 14Q: 3 clusters Score -4548175 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -4548502.000000 Penalty: 5235.657227
	Iteration 15Q: 3 clusters Score -4548502 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4548688.000000 Penalty: 5235.657227
	Iteration 16Q: 3 clusters Score -4548688 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4548832.000000 Penalty: 5235.657227
	Iteration 17Q: 3 clusters Score -4548832 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4548936.000000 Penalty: 5235.657227
	Iteration 18Q: 3 clusters Score -4548936 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4549001.500000 Penalty: 5235.657227
	Iteration 19Q: 3 clusters Score -4549002 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4549117.500000 Penalty: 5235.657227
	Iteration 20F: 3 clusters Score -4549118 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4549216.500000 Penalty: 5235.657227
	Iteration 21Q: 3 clusters Score -4549216 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4549286.000000 Penalty: 5235.657227
	Iteration 22Q: 3 clusters Score -4549286 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -4549371.000000 Penalty: 5235.657227
	Iteration 23Q: 3 clusters Score -4549371 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4549468.500000 Penalty: 5235.657227
	Iteration 24Q: 3 clusters Score -4549468 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4549567.500000 Penalty: 5235.657227
	Iteration 25Q: 3 clusters Score -4549568 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -4549660.000000 Penalty: 5235.657227
	Iteration 26Q: 3 clusters Score -4549660 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4549729.500000 Penalty: 5235.657227
	Iteration 27Q: 3 clusters Score -4549730 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4549800.000000 Penalty: 5235.657227
	Iteration 28Q: 3 clusters Score -4549800 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4549886.000000 Penalty: 5235.657227
	Iteration 29Q: 3 clusters Score -4549886 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4549983.500000 Penalty: 5235.657227
	Iteration 30Q: 3 clusters Score -4549984 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4550064.500000 Penalty: 5235.657227
	Iteration 31Q: 3 clusters Score -4550064 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -4550163.500000 Penalty: 5235.657227
	Iteration 32Q: 3 clusters Score -4550164 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4550243.500000 Penalty: 5235.657227
	Iteration 33Q: 3 clusters Score -4550244 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4550325.500000 Penalty: 5235.657227
	Iteration 34Q: 3 clusters Score -4550326 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4550343.000000 Penalty: 5235.657227
	Iteration 35Q: 3 clusters Score -4550343 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4550390.000000 Penalty: 5235.657227
	Iteration 36Q: 3 clusters Score -4550390 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -4550424.000000 Penalty: 5235.657227
	Iteration 37Q: 3 clusters Score -4550424 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4550442.500000 Penalty: 5235.657227
	Iteration 38Q: 3 clusters Score -4550442 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4550474.000000 Penalty: 5235.657227
	Iteration 39Q: 3 clusters Score -4550474 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4550499.500000 Penalty: 5235.657227
	Iteration 40F: 3 clusters Score -4550500 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -4550529.000000 Penalty: 5235.657227
	Iteration 41Q: 3 clusters Score -4550529 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4550552.000000 Penalty: 5235.657227
	Iteration 42Q: 3 clusters Score -4550552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -4550576.500000 Penalty: 5235.657227
	Iteration 43Q: 3 clusters Score -4550576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4550590.500000 Penalty: 5235.657227
	Iteration 44Q: 3 clusters Score -4550590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -4550616.500000 Penalty: 5235.657227
	Iteration 45Q: 3 clusters Score -4550616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -4550669.500000 Penalty: 5235.657227
	Iteration 46Q: 3 clusters Score -4550670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4550684.500000 Penalty: 5235.657227
	Iteration 47Q: 3 clusters Score -4550684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4550711.500000 Penalty: 5235.657227
	Iteration 48Q: 3 clusters Score -4550712 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4550733.000000 Penalty: 5235.657227
	Iteration 49Q: 3 clusters Score -4550733 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -4550759.500000 Penalty: 5235.657227
	Iteration 50Q: 3 clusters Score -4550760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4550783.000000 Penalty: 5235.657227
	Iteration 51Q: 3 clusters Score -4550783 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4550798.000000 Penalty: 5235.657227
	Iteration 52Q: 3 clusters Score -4550798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4550808.000000 Penalty: 5235.657227
	Iteration 53Q: 3 clusters Score -4550808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4550829.500000 Penalty: 5235.657227
	Iteration 54Q: 3 clusters Score -4550830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4550834.000000 Penalty: 5235.657227
	Iteration 55Q: 3 clusters Score -4550834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4550839.500000 Penalty: 5235.657227
	Iteration 56Q: 3 clusters Score -4550840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4550847.500000 Penalty: 5235.657227
	Iteration 57Q: 3 clusters Score -4550848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -4550852.000000 Penalty: 5235.657227
	Iteration 58Q: 3 clusters Score -4550852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4550854.000000 Penalty: 5235.657227
	Iteration 59Q: 3 clusters Score -4550854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4550878.500000 Penalty: 5235.657227
	Iteration 60F: 3 clusters Score -4550878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4550897.000000 Penalty: 5235.657227
	Iteration 61Q: 3 clusters Score -4550897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4550894.500000 Penalty: 5235.657227
	Iteration 62Q: 3 clusters Score -4550894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4550896.000000 Penalty: 5235.657227
	Iteration 63Q: 3 clusters Score -4550896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4550915.500000 Penalty: 5235.657227
	Iteration 64Q: 3 clusters Score -4550916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4550929.000000 Penalty: 5235.657227
	Iteration 65Q: 3 clusters Score -4550929 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -4550927.000000 Penalty: 5235.657227
	Iteration 66Q: 3 clusters Score -4550927 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4550941.500000 Penalty: 5235.657227
	Iteration 67Q: 3 clusters Score -4550942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -4550959.500000 Penalty: 5235.657227
	Iteration 68Q: 3 clusters Score -4550960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4550963.500000 Penalty: 5235.657227
	Iteration 69Q: 3 clusters Score -4550964 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4550982.500000 Penalty: 5235.657227
	Iteration 70Q: 3 clusters Score -4550982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4551000.000000 Penalty: 5235.657227
	Iteration 71Q: 3 clusters Score -4551000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4551025.500000 Penalty: 5235.657227
	Iteration 72Q: 3 clusters Score -4551026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4551031.500000 Penalty: 5235.657227
	Iteration 73Q: 3 clusters Score -4551032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4551051.000000 Penalty: 5235.657227
	Iteration 74Q: 3 clusters Score -4551051 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4551071.000000 Penalty: 5235.657227
	Iteration 75Q: 3 clusters Score -4551071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4551075.500000 Penalty: 5235.657227
	Iteration 76Q: 3 clusters Score -4551076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4551082.000000 Penalty: 5235.657227
	Iteration 77Q: 3 clusters Score -4551082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4551089.000000 Penalty: 5235.657227
	Iteration 78Q: 3 clusters Score -4551089 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4551108.000000 Penalty: 5235.657227
	Iteration 79Q: 3 clusters Score -4551108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4551108.000000 Penalty: 5235.657227
	Iteration 80F: 3 clusters Score -4551108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4551124.500000 Penalty: 5235.657227
	Iteration 81Q: 3 clusters Score -4551124 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -4551137.000000 Penalty: 5235.657227
	Iteration 82Q: 3 clusters Score -4551137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4551166.500000 Penalty: 5235.657227
	Iteration 83Q: 3 clusters Score -4551166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4551183.000000 Penalty: 5235.657227
	Iteration 84Q: 3 clusters Score -4551183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4551179.000000 Penalty: 5235.657227
	Iteration 85Q: 3 clusters Score -4551179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4551184.500000 Penalty: 5235.657227
	Iteration 86Q: 3 clusters Score -4551184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -4551192.000000 Penalty: 5235.657227
	Iteration 87Q: 3 clusters Score -4551192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4551196.500000 Penalty: 5235.657227
	Iteration 88Q: 3 clusters Score -4551196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4551194.500000 Penalty: 5235.657227
	Iteration 89Q: 3 clusters Score -4551194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4551195.000000 Penalty: 5235.657227
	Iteration 90Q: 3 clusters Score -4551195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4551198.000000 Penalty: 5235.657227
	Iteration 91Q: 3 clusters Score -4551198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -4551198.500000 Penalty: 5235.657227
	Iteration 92Q: 3 clusters Score -4551198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4551203.500000 Penalty: 5235.657227
	Iteration 93Q: 3 clusters Score -4551204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4551209.000000 Penalty: 5235.657227
	Iteration 94Q: 3 clusters Score -4551209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -4551216.000000 Penalty: 5235.657227
	Iteration 95Q: 3 clusters Score -4551216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4551227.500000 Penalty: 5235.657227
	Iteration 96Q: 3 clusters Score -4551228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -4551218.500000 Penalty: 5235.657227
	Iteration 97Q: 3 clusters Score -4551218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4551239.500000 Penalty: 5235.657227
	Iteration 98Q: 3 clusters Score -4551240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4551246.500000 Penalty: 5235.657227
	Iteration 99Q: 3 clusters Score -4551246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -4551254.000000 Penalty: 5235.657227
	Iteration 100F: 3 clusters Score -4551254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -4551260.000000 Penalty: 5235.657227
	Iteration 101Q: 3 clusters Score -4551260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4551271.500000 Penalty: 5235.657227
	Iteration 102Q: 3 clusters Score -4551272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4551272.000000 Penalty: 5235.657227
	Iteration 103Q: 3 clusters Score -4551272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4551287.000000 Penalty: 5235.657227
	Iteration 104Q: 3 clusters Score -4551287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4551302.000000 Penalty: 5235.657227
	Iteration 105Q: 3 clusters Score -4551302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4551300.000000 Penalty: 5235.657227
	Iteration 106Q: 3 clusters Score -4551300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -4551306.500000 Penalty: 5235.657227
	Iteration 107Q: 3 clusters Score -4551306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4551310.500000 Penalty: 5235.657227
	Iteration 108Q: 3 clusters Score -4551310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -4551320.500000 Penalty: 5235.657227
	Iteration 109Q: 3 clusters Score -4551320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4551320.000000 Penalty: 5235.657227
	Iteration 110Q: 3 clusters Score -4551320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4551318.500000 Penalty: 5235.657227
	Iteration 111Q: 3 clusters Score -4551318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4551314.000000 Penalty: 5235.657227
	Iteration 112Q: 3 clusters Score -4551314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4551321.000000 Penalty: 5235.657227
	Iteration 113Q: 3 clusters Score -4551321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -4551325.000000 Penalty: 5235.657227
	Iteration 114Q: 3 clusters Score -4551325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4551327.500000 Penalty: 5235.657227
	Iteration 115Q: 3 clusters Score -4551328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4551343.000000 Penalty: 5235.657227
	Iteration 116Q: 3 clusters Score -4551343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4551343.000000 Penalty: 5235.657227
	Iteration 117Q: 3 clusters Score -4551343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -4551343.000000 Penalty: 5235.657227
	Iteration 118Q: 3 clusters Score -4551343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4551344.000000 Penalty: 5235.657227
	Iteration 119Q: 3 clusters Score -4551344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4551364.000000 Penalty: 5235.657227
	Iteration 120F: 3 clusters Score -4551364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4551369.500000 Penalty: 5235.657227
	Iteration 121Q: 3 clusters Score -4551370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4551374.500000 Penalty: 5235.657227
	Iteration 122Q: 3 clusters Score -4551374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4551401.000000 Penalty: 5235.657227
	Iteration 123Q: 3 clusters Score -4551401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4551406.500000 Penalty: 5235.657227
	Iteration 124Q: 3 clusters Score -4551406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4551401.000000 Penalty: 5235.657227
	Iteration 125Q: 3 clusters Score -4551401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4551393.000000 Penalty: 5235.657227
	Iteration 126Q: 3 clusters Score -4551393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -4551389.000000 Penalty: 5235.657227
	Iteration 127Q: 3 clusters Score -4551389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4551382.500000 Penalty: 5235.657227
	Iteration 128Q: 3 clusters Score -4551382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -4551390.500000 Penalty: 5235.657227
	Iteration 129Q: 3 clusters Score -4551390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4551396.000000 Penalty: 5235.657227
	Iteration 130Q: 3 clusters Score -4551396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4551387.000000 Penalty: 5235.657227
	Iteration 131Q: 3 clusters Score -4551387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4551400.000000 Penalty: 5235.657227
	Iteration 132Q: 3 clusters Score -4551400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -4551391.000000 Penalty: 5235.657227
	Iteration 133Q: 3 clusters Score -4551391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4551391.500000 Penalty: 5235.657227
	Iteration 134Q: 3 clusters Score -4551392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4551390.500000 Penalty: 5235.657227
	Iteration 135Q: 3 clusters Score -4551390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -4551397.500000 Penalty: 5235.657227
	Iteration 136Q: 3 clusters Score -4551398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4551401.000000 Penalty: 5235.657227
	Iteration 137Q: 3 clusters Score -4551401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4551404.000000 Penalty: 5235.657227
	Iteration 138Q: 3 clusters Score -4551404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -4551405.500000 Penalty: 5235.657227
	Iteration 139Q: 3 clusters Score -4551406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4551403.000000 Penalty: 5235.657227
	Iteration 140F: 3 clusters Score -4551403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4551404.000000 Penalty: 5235.657227
	Iteration 141Q: 3 clusters Score -4551404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4551406.500000 Penalty: 5235.657227
	Iteration 142Q: 3 clusters Score -4551406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4551400.500000 Penalty: 5235.657227
	Iteration 143Q: 3 clusters Score -4551400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4551401.000000 Penalty: 5235.657227
	Iteration 144Q: 3 clusters Score -4551401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4551398.500000 Penalty: 5235.657227
	Iteration 145Q: 3 clusters Score -4551398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -4551402.000000 Penalty: 5235.657227
	Iteration 146Q: 3 clusters Score -4551402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4551395.500000 Penalty: 5235.657227
	Iteration 147Q: 3 clusters Score -4551396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4551401.000000 Penalty: 5235.657227
	Iteration 148Q: 3 clusters Score -4551401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4551401.000000 Penalty: 5235.657227
	Iteration 149Q: 3 clusters Score -4551401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4551401.000000 Penalty: 5235.657227
	Iteration 150F: 3 clusters Score -4551401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (233107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233107 members 
Entering Unmasked Estep 
Score: -27351118.000000 Penalty: 3065.094727
	Iteration 0F: 2 clusters Score -2.735112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117230 members 
Mstep: Class 2 contains 115877 members 
Entering Unmasked Estep 
Score: -27194626.000000 Penalty: 6130.189453
	Iteration 0F: 3 clusters Score -2.719463e+07 nChanged 112574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -27262988.000000 Penalty: 6130.189453
	Iteration 1F: 3 clusters Score -2.726299e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139927 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -27267168.000000 Penalty: 6130.189453
	Iteration 2Q: 3 clusters Score -2.726717e+07 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -27275194.000000 Penalty: 6130.189453
	Iteration 3F: 3 clusters Score -2.727519e+07 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171775 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -27288962.000000 Penalty: 6130.189453
	Iteration 4F: 3 clusters Score -2.728896e+07 nChanged 22302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193949 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -27310124.000000 Penalty: 6130.189453
	Iteration 5F: 3 clusters Score -2.731012e+07 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214086 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -27330892.000000 Penalty: 6130.189453
	Iteration 6F: 3 clusters Score -2.733089e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226101 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -27343052.000000 Penalty: 6130.189453
	Iteration 7F: 3 clusters Score -2.734305e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230605 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -27347386.000000 Penalty: 6130.189453
	Iteration 8Q: 3 clusters Score -2.734739e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231796 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -27348734.000000 Penalty: 6130.189453
	Iteration 9Q: 3 clusters Score -2.734873e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232029 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -27349284.000000 Penalty: 6130.189453
	Iteration 10Q: 3 clusters Score -2.734928e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232014 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -27349600.000000 Penalty: 6130.189453
	Iteration 11Q: 3 clusters Score -2.73496e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231944 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -27349846.000000 Penalty: 6130.189453
	Iteration 12Q: 3 clusters Score -2.734985e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231891 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -27350002.000000 Penalty: 6130.189453
	Iteration 13Q: 3 clusters Score -2.735e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231841 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -27350048.000000 Penalty: 6130.189453
	Iteration 14Q: 3 clusters Score -2.735005e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231805 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -27350076.000000 Penalty: 6130.189453
	Iteration 15Q: 3 clusters Score -2.735008e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231776 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -27350154.000000 Penalty: 6130.189453
	Iteration 16Q: 3 clusters Score -2.735015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231762 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -27350168.000000 Penalty: 6130.189453
	Iteration 17Q: 3 clusters Score -2.735017e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231752 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -27350160.000000 Penalty: 6130.189453
	Iteration 18Q: 3 clusters Score -2.735016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231739 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -27350172.000000 Penalty: 6130.189453
	Iteration 19Q: 3 clusters Score -2.735017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231724 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -27350156.000000 Penalty: 6130.189453
	Iteration 20F: 3 clusters Score -2.735016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231709 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -27350204.000000 Penalty: 6130.189453
	Iteration 21Q: 3 clusters Score -2.73502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231698 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -27350210.000000 Penalty: 6130.189453
	Iteration 22Q: 3 clusters Score -2.735021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231686 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -27350212.000000 Penalty: 6130.189453
	Iteration 23Q: 3 clusters Score -2.735021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231681 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -27350220.000000 Penalty: 6130.189453
	Iteration 24Q: 3 clusters Score -2.735022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231681 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -27350218.000000 Penalty: 6130.189453
	Iteration 25Q: 3 clusters Score -2.735022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231678 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -27350226.000000 Penalty: 6130.189453
	Iteration 26Q: 3 clusters Score -2.735023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231675 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -27350236.000000 Penalty: 6130.189453
	Iteration 27Q: 3 clusters Score -2.735024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231672 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -27350218.000000 Penalty: 6130.189453
	Iteration 28Q: 3 clusters Score -2.735022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231669 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -27350216.000000 Penalty: 6130.189453
	Iteration 29Q: 3 clusters Score -2.735022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231668 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -27350212.000000 Penalty: 6130.189453
	Iteration 30Q: 3 clusters Score -2.735021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231669 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -27350214.000000 Penalty: 6130.189453
	Iteration 31Q: 3 clusters Score -2.735021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231667 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -27350226.000000 Penalty: 6130.189453
	Iteration 32Q: 3 clusters Score -2.735023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231665 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -27350220.000000 Penalty: 6130.189453
	Iteration 33Q: 3 clusters Score -2.735022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231666 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -27350214.000000 Penalty: 6130.189453
	Iteration 34Q: 3 clusters Score -2.735021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231667 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -27350222.000000 Penalty: 6130.189453
	Iteration 35Q: 3 clusters Score -2.735022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231664 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -27350212.000000 Penalty: 6130.189453
	Iteration 36Q: 3 clusters Score -2.735021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231662 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -27350212.000000 Penalty: 6130.189453
	Iteration 37Q: 3 clusters Score -2.735021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231662 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -27350208.000000 Penalty: 6130.189453
	Iteration 38Q: 3 clusters Score -2.735021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231662 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -27350210.000000 Penalty: 6130.189453
	Iteration 39Q: 3 clusters Score -2.735021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231662 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -27350210.000000 Penalty: 6130.189453
	Iteration 40F: 3 clusters Score -2.735021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Entering Unmasked Estep 
Score: -477127.406250 Penalty: 2077.270264
	Iteration 0F: 2 clusters Score -477127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -473207.062500 Penalty: 4154.540527
	Iteration 0F: 3 clusters Score -473207.1 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -474737.937500 Penalty: 4154.540527
	Iteration 1F: 3 clusters Score -474737.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -475583.875000 Penalty: 4154.540527
	Iteration 2F: 3 clusters Score -475583.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -476230.281250 Penalty: 4154.540527
	Iteration 3F: 3 clusters Score -476230.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -476529.656250 Penalty: 4154.540527
	Iteration 4F: 3 clusters Score -476529.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -476712.156250 Penalty: 4154.540527
	Iteration 5Q: 3 clusters Score -476712.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -476822.843750 Penalty: 4154.540527
	Iteration 6Q: 3 clusters Score -476822.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -476898.093750 Penalty: 4154.540527
	Iteration 7Q: 3 clusters Score -476898.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -476945.031250 Penalty: 4154.540527
	Iteration 8Q: 3 clusters Score -476945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -476984.187500 Penalty: 4154.540527
	Iteration 9Q: 3 clusters Score -476984.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -477009.437500 Penalty: 4154.540527
	Iteration 10Q: 3 clusters Score -477009.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -477027.968750 Penalty: 4154.540527
	Iteration 11Q: 3 clusters Score -477028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -477039.000000 Penalty: 4154.540527
	Iteration 12Q: 3 clusters Score -477039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -477049.187500 Penalty: 4154.540527
	Iteration 13Q: 3 clusters Score -477049.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -477062.312500 Penalty: 4154.540527
	Iteration 14Q: 3 clusters Score -477062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -477074.437500 Penalty: 4154.540527
	Iteration 15Q: 3 clusters Score -477074.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -477084.375000 Penalty: 4154.540527
	Iteration 16Q: 3 clusters Score -477084.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -477091.937500 Penalty: 4154.540527
	Iteration 17Q: 3 clusters Score -477091.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -477102.000000 Penalty: 4154.540527
	Iteration 18Q: 3 clusters Score -477102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -477108.781250 Penalty: 4154.540527
	Iteration 19Q: 3 clusters Score -477108.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -477118.281250 Penalty: 4154.540527
	Iteration 20F: 3 clusters Score -477118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -477124.093750 Penalty: 4154.540527
	Iteration 21Q: 3 clusters Score -477124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -477129.375000 Penalty: 4154.540527
	Iteration 22Q: 3 clusters Score -477129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -477136.250000 Penalty: 4154.540527
	Iteration 23Q: 3 clusters Score -477136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -477139.875000 Penalty: 4154.540527
	Iteration 24Q: 3 clusters Score -477139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -477142.906250 Penalty: 4154.540527
	Iteration 25Q: 3 clusters Score -477142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -477153.250000 Penalty: 4154.540527
	Iteration 26Q: 3 clusters Score -477153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -477171.406250 Penalty: 4154.540527
	Iteration 27Q: 3 clusters Score -477171.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -477195.093750 Penalty: 4154.540527
	Iteration 28Q: 3 clusters Score -477195.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -477216.500000 Penalty: 4154.540527
	Iteration 29Q: 3 clusters Score -477216.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -477231.875000 Penalty: 4154.540527
	Iteration 30Q: 3 clusters Score -477231.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -477247.406250 Penalty: 4154.540527
	Iteration 31Q: 3 clusters Score -477247.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -477261.937500 Penalty: 4154.540527
	Iteration 32Q: 3 clusters Score -477261.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -477271.281250 Penalty: 4154.540527
	Iteration 33Q: 3 clusters Score -477271.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -477277.343750 Penalty: 4154.540527
	Iteration 34Q: 3 clusters Score -477277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -477282.500000 Penalty: 4154.540527
	Iteration 35Q: 3 clusters Score -477282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -477287.093750 Penalty: 4154.540527
	Iteration 36Q: 3 clusters Score -477287.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -477291.750000 Penalty: 4154.540527
	Iteration 37Q: 3 clusters Score -477291.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -477299.468750 Penalty: 4154.540527
	Iteration 38Q: 3 clusters Score -477299.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -477305.406250 Penalty: 4154.540527
	Iteration 39Q: 3 clusters Score -477305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -477310.156250 Penalty: 4154.540527
	Iteration 40F: 3 clusters Score -477310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -477312.656250 Penalty: 4154.540527
	Iteration 41Q: 3 clusters Score -477312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -477314.031250 Penalty: 4154.540527
	Iteration 42Q: 3 clusters Score -477314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -477315.531250 Penalty: 4154.540527
	Iteration 43Q: 3 clusters Score -477315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -477318.218750 Penalty: 4154.540527
	Iteration 44Q: 3 clusters Score -477318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -477320.843750 Penalty: 4154.540527
	Iteration 45Q: 3 clusters Score -477320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -477323.937500 Penalty: 4154.540527
	Iteration 46Q: 3 clusters Score -477323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -477325.843750 Penalty: 4154.540527
	Iteration 47Q: 3 clusters Score -477325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -477326.531250 Penalty: 4154.540527
	Iteration 48Q: 3 clusters Score -477326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -477326.531250 Penalty: 4154.540527
	Iteration 49F: 3 clusters Score -477326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 112929 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 25770 members 
Mstep: Class 5 contains 16481 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 117339 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 51256 members 
Mstep: Class 11 contains 18488 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 105538 members 
Mstep: Class 14 contains 126310 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38398 members 
Mstep: Class 17 contains 233107 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 20275 members 
Mstep: Class 20 contains 155950 members 
Mstep: Class 21 contains 193809 members 
Mstep: Class 22 contains 98200 members 
Mstep: Class 23 contains 48215 members 
Mstep: Class 24 contains 21714 members 
Mstep: Class 25 contains 169843 members 
Mstep: Class 26 contains 10984 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83046 members 
Mstep: Class 30 contains 30827 members 
Mstep: Class 31 contains 3325 members 
Entering Unmasked Estep 
Score: -205531744.000000 Penalty: 110668.640625
Splitting cluster 18 changes total score from -205532688.000000 to -205531744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (20275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Entering Unmasked Estep 
Score: -2315947.500000 Penalty: 2459.451660
	Iteration 0F: 2 clusters Score -2315948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2301775.250000 Penalty: 4918.903320
	Iteration 0F: 3 clusters Score -2301775 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2306758.250000 Penalty: 4918.903320
	Iteration 1F: 3 clusters Score -2306758 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2307411.000000 Penalty: 4918.903320
	Iteration 2F: 3 clusters Score -2307411 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2308184.750000 Penalty: 4918.903320
	Iteration 3F: 3 clusters Score -2308185 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2309235.250000 Penalty: 4918.903320
	Iteration 4F: 3 clusters Score -2309235 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2310528.000000 Penalty: 4918.903320
	Iteration 5F: 3 clusters Score -2310528 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2311704.750000 Penalty: 4918.903320
	Iteration 6F: 3 clusters Score -2311705 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2312600.500000 Penalty: 4918.903320
	Iteration 7F: 3 clusters Score -2312600 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2313235.500000 Penalty: 4918.903320
	Iteration 8Q: 3 clusters Score -2313236 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2313671.000000 Penalty: 4918.903320
	Iteration 9Q: 3 clusters Score -2313671 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2313931.750000 Penalty: 4918.903320
	Iteration 10Q: 3 clusters Score -2313932 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2314075.250000 Penalty: 4918.903320
	Iteration 11Q: 3 clusters Score -2314075 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2314153.000000 Penalty: 4918.903320
	Iteration 12Q: 3 clusters Score -2314153 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2314193.500000 Penalty: 4918.903320
	Iteration 13Q: 3 clusters Score -2314194 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2314232.500000 Penalty: 4918.903320
	Iteration 14Q: 3 clusters Score -2314232 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2314262.250000 Penalty: 4918.903320
	Iteration 15Q: 3 clusters Score -2314262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2314284.250000 Penalty: 4918.903320
	Iteration 16Q: 3 clusters Score -2314284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2314322.500000 Penalty: 4918.903320
	Iteration 17Q: 3 clusters Score -2314322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2314353.750000 Penalty: 4918.903320
	Iteration 18Q: 3 clusters Score -2314354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2314372.500000 Penalty: 4918.903320
	Iteration 19Q: 3 clusters Score -2314372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2314405.500000 Penalty: 4918.903320
	Iteration 20F: 3 clusters Score -2314406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2314429.000000 Penalty: 4918.903320
	Iteration 21Q: 3 clusters Score -2314429 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2314468.250000 Penalty: 4918.903320
	Iteration 22Q: 3 clusters Score -2314468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2314489.000000 Penalty: 4918.903320
	Iteration 23Q: 3 clusters Score -2314489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2314499.500000 Penalty: 4918.903320
	Iteration 24Q: 3 clusters Score -2314500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2314520.750000 Penalty: 4918.903320
	Iteration 25Q: 3 clusters Score -2314521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2314536.750000 Penalty: 4918.903320
	Iteration 26Q: 3 clusters Score -2314537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2314565.250000 Penalty: 4918.903320
	Iteration 27Q: 3 clusters Score -2314565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2314592.000000 Penalty: 4918.903320
	Iteration 28Q: 3 clusters Score -2314592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2314610.750000 Penalty: 4918.903320
	Iteration 29Q: 3 clusters Score -2314611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2314631.500000 Penalty: 4918.903320
	Iteration 30Q: 3 clusters Score -2314632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2314639.250000 Penalty: 4918.903320
	Iteration 31Q: 3 clusters Score -2314639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2314644.250000 Penalty: 4918.903320
	Iteration 32Q: 3 clusters Score -2314644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2314654.500000 Penalty: 4918.903320
	Iteration 33Q: 3 clusters Score -2314654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2314664.000000 Penalty: 4918.903320
	Iteration 34Q: 3 clusters Score -2314664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2314662.250000 Penalty: 4918.903320
	Iteration 35Q: 3 clusters Score -2314662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2314670.250000 Penalty: 4918.903320
	Iteration 36Q: 3 clusters Score -2314670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2314681.500000 Penalty: 4918.903320
	Iteration 37Q: 3 clusters Score -2314682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2314683.750000 Penalty: 4918.903320
	Iteration 38Q: 3 clusters Score -2314684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2314688.000000 Penalty: 4918.903320
	Iteration 39Q: 3 clusters Score -2314688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2314698.750000 Penalty: 4918.903320
	Iteration 40F: 3 clusters Score -2314699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2314704.000000 Penalty: 4918.903320
	Iteration 41Q: 3 clusters Score -2314704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2314704.250000 Penalty: 4918.903320
	Iteration 42Q: 3 clusters Score -2314704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2314709.750000 Penalty: 4918.903320
	Iteration 43Q: 3 clusters Score -2314710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2314708.500000 Penalty: 4918.903320
	Iteration 44Q: 3 clusters Score -2314708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2314708.250000 Penalty: 4918.903320
	Iteration 45Q: 3 clusters Score -2314708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2314706.000000 Penalty: 4918.903320
	Iteration 46Q: 3 clusters Score -2314706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2314704.000000 Penalty: 4918.903320
	Iteration 47Q: 3 clusters Score -2314704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2314705.250000 Penalty: 4918.903320
	Iteration 48Q: 3 clusters Score -2314705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2314708.750000 Penalty: 4918.903320
	Iteration 49Q: 3 clusters Score -2314709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2314708.250000 Penalty: 4918.903320
	Iteration 50Q: 3 clusters Score -2314708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2314708.250000 Penalty: 4918.903320
	Iteration 51F: 3 clusters Score -2314708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Entering Unmasked Estep 
Score: -18686478.000000 Penalty: 2965.408203
	Iteration 0F: 2 clusters Score -1.868648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -18582858.000000 Penalty: 5930.816406
	Iteration 0F: 3 clusters Score -1.858286e+07 nChanged 74392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -18626292.000000 Penalty: 5930.816406
	Iteration 1F: 3 clusters Score -1.862629e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -18627646.000000 Penalty: 5930.816406
	Iteration 2Q: 3 clusters Score -1.862765e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -18629204.000000 Penalty: 5930.816406
	Iteration 3Q: 3 clusters Score -1.86292e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -18631146.000000 Penalty: 5930.816406
	Iteration 4Q: 3 clusters Score -1.863115e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -18633788.000000 Penalty: 5930.816406
	Iteration 5Q: 3 clusters Score -1.863379e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -18636990.000000 Penalty: 5930.816406
	Iteration 6Q: 3 clusters Score -1.863699e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -18641566.000000 Penalty: 5930.816406
	Iteration 7F: 3 clusters Score -1.864157e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -18647714.000000 Penalty: 5930.816406
	Iteration 8F: 3 clusters Score -1.864771e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -18655326.000000 Penalty: 5930.816406
	Iteration 9F: 3 clusters Score -1.865533e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 68557 members 
Entering Unmasked Estep 
Score: -18662240.000000 Penalty: 5930.816406
	Iteration 10F: 3 clusters Score -1.866224e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -18666366.000000 Penalty: 5930.816406
	Iteration 11Q: 3 clusters Score -1.866637e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -18668124.000000 Penalty: 5930.816406
	Iteration 12Q: 3 clusters Score -1.866812e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -18669414.000000 Penalty: 5930.816406
	Iteration 13Q: 3 clusters Score -1.866941e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -18670352.000000 Penalty: 5930.816406
	Iteration 14Q: 3 clusters Score -1.867035e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -18671236.000000 Penalty: 5930.816406
	Iteration 15Q: 3 clusters Score -1.867124e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -18672138.000000 Penalty: 5930.816406
	Iteration 16Q: 3 clusters Score -1.867214e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -18672946.000000 Penalty: 5930.816406
	Iteration 17Q: 3 clusters Score -1.867295e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -18673592.000000 Penalty: 5930.816406
	Iteration 18Q: 3 clusters Score -1.867359e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -18674122.000000 Penalty: 5930.816406
	Iteration 19Q: 3 clusters Score -1.867412e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -18674482.000000 Penalty: 5930.816406
	Iteration 20F: 3 clusters Score -1.867448e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -18674946.000000 Penalty: 5930.816406
	Iteration 21Q: 3 clusters Score -1.867495e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102985 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -18675374.000000 Penalty: 5930.816406
	Iteration 22Q: 3 clusters Score -1.867537e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -18675650.000000 Penalty: 5930.816406
	Iteration 23Q: 3 clusters Score -1.867565e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -18675886.000000 Penalty: 5930.816406
	Iteration 24Q: 3 clusters Score -1.867589e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105895 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -18676108.000000 Penalty: 5930.816406
	Iteration 25Q: 3 clusters Score -1.867611e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106837 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -18676262.000000 Penalty: 5930.816406
	Iteration 26Q: 3 clusters Score -1.867626e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -18676412.000000 Penalty: 5930.816406
	Iteration 27Q: 3 clusters Score -1.867641e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -18676496.000000 Penalty: 5930.816406
	Iteration 28Q: 3 clusters Score -1.86765e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -18676662.000000 Penalty: 5930.816406
	Iteration 29Q: 3 clusters Score -1.867666e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -18676802.000000 Penalty: 5930.816406
	Iteration 30Q: 3 clusters Score -1.86768e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111034 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -18676892.000000 Penalty: 5930.816406
	Iteration 31Q: 3 clusters Score -1.867689e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -18676976.000000 Penalty: 5930.816406
	Iteration 32Q: 3 clusters Score -1.867698e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -18677164.000000 Penalty: 5930.816406
	Iteration 33Q: 3 clusters Score -1.867716e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113472 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -18677268.000000 Penalty: 5930.816406
	Iteration 34Q: 3 clusters Score -1.867727e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114325 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -18677378.000000 Penalty: 5930.816406
	Iteration 35Q: 3 clusters Score -1.867738e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -18677458.000000 Penalty: 5930.816406
	Iteration 36Q: 3 clusters Score -1.867746e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -18677546.000000 Penalty: 5930.816406
	Iteration 37Q: 3 clusters Score -1.867755e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -18677626.000000 Penalty: 5930.816406
	Iteration 38Q: 3 clusters Score -1.867763e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -18677854.000000 Penalty: 5930.816406
	Iteration 39Q: 3 clusters Score -1.867785e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -18677934.000000 Penalty: 5930.816406
	Iteration 40F: 3 clusters Score -1.867793e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119862 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -18678160.000000 Penalty: 5930.816406
	Iteration 41Q: 3 clusters Score -1.867816e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -18678324.000000 Penalty: 5930.816406
	Iteration 42Q: 3 clusters Score -1.867832e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121762 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -18678548.000000 Penalty: 5930.816406
	Iteration 43Q: 3 clusters Score -1.867855e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -18678660.000000 Penalty: 5930.816406
	Iteration 44Q: 3 clusters Score -1.867866e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -18678778.000000 Penalty: 5930.816406
	Iteration 45Q: 3 clusters Score -1.867878e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -18678872.000000 Penalty: 5930.816406
	Iteration 46Q: 3 clusters Score -1.867887e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125054 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -18678992.000000 Penalty: 5930.816406
	Iteration 47Q: 3 clusters Score -1.867899e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125865 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -18679100.000000 Penalty: 5930.816406
	Iteration 48Q: 3 clusters Score -1.86791e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126686 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -18679292.000000 Penalty: 5930.816406
	Iteration 49Q: 3 clusters Score -1.867929e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127494 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -18679496.000000 Penalty: 5930.816406
	Iteration 50Q: 3 clusters Score -1.86795e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128302 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -18679588.000000 Penalty: 5930.816406
	Iteration 51Q: 3 clusters Score -1.867959e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129088 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -18679716.000000 Penalty: 5930.816406
	Iteration 52Q: 3 clusters Score -1.867972e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -18679804.000000 Penalty: 5930.816406
	Iteration 53Q: 3 clusters Score -1.86798e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -18679926.000000 Penalty: 5930.816406
	Iteration 54Q: 3 clusters Score -1.867993e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -18680046.000000 Penalty: 5930.816406
	Iteration 55Q: 3 clusters Score -1.868005e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -18680152.000000 Penalty: 5930.816406
	Iteration 56Q: 3 clusters Score -1.868015e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132863 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -18680274.000000 Penalty: 5930.816406
	Iteration 57Q: 3 clusters Score -1.868027e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133640 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -18680350.000000 Penalty: 5930.816406
	Iteration 58Q: 3 clusters Score -1.868035e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -18680428.000000 Penalty: 5930.816406
	Iteration 59Q: 3 clusters Score -1.868043e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135202 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -18680592.000000 Penalty: 5930.816406
	Iteration 60F: 3 clusters Score -1.868059e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135993 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -18680712.000000 Penalty: 5930.816406
	Iteration 61Q: 3 clusters Score -1.868071e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -18680936.000000 Penalty: 5930.816406
	Iteration 62Q: 3 clusters Score -1.868094e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137591 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -18681110.000000 Penalty: 5930.816406
	Iteration 63Q: 3 clusters Score -1.868111e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138397 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -18681302.000000 Penalty: 5930.816406
	Iteration 64Q: 3 clusters Score -1.86813e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139188 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -18681540.000000 Penalty: 5930.816406
	Iteration 65Q: 3 clusters Score -1.868154e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -18681606.000000 Penalty: 5930.816406
	Iteration 66Q: 3 clusters Score -1.868161e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140734 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -18681802.000000 Penalty: 5930.816406
	Iteration 67Q: 3 clusters Score -1.86818e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141454 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -18682056.000000 Penalty: 5930.816406
	Iteration 68Q: 3 clusters Score -1.868206e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142189 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -18682254.000000 Penalty: 5930.816406
	Iteration 69Q: 3 clusters Score -1.868225e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142904 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -18682390.000000 Penalty: 5930.816406
	Iteration 70Q: 3 clusters Score -1.868239e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143604 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -18682550.000000 Penalty: 5930.816406
	Iteration 71Q: 3 clusters Score -1.868255e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144298 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -18682774.000000 Penalty: 5930.816406
	Iteration 72Q: 3 clusters Score -1.868277e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144960 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -18682900.000000 Penalty: 5930.816406
	Iteration 73Q: 3 clusters Score -1.86829e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145588 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -18682948.000000 Penalty: 5930.816406
	Iteration 74Q: 3 clusters Score -1.868295e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146162 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -18683094.000000 Penalty: 5930.816406
	Iteration 75Q: 3 clusters Score -1.868309e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146728 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -18683318.000000 Penalty: 5930.816406
	Iteration 76Q: 3 clusters Score -1.868332e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147277 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -18683394.000000 Penalty: 5930.816406
	Iteration 77Q: 3 clusters Score -1.868339e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -18683426.000000 Penalty: 5930.816406
	Iteration 78Q: 3 clusters Score -1.868343e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -18683590.000000 Penalty: 5930.816406
	Iteration 79Q: 3 clusters Score -1.868359e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -18683634.000000 Penalty: 5930.816406
	Iteration 80F: 3 clusters Score -1.868363e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -18683714.000000 Penalty: 5930.816406
	Iteration 81Q: 3 clusters Score -1.868371e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -18683842.000000 Penalty: 5930.816406
	Iteration 82Q: 3 clusters Score -1.868384e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -18683888.000000 Penalty: 5930.816406
	Iteration 83Q: 3 clusters Score -1.868389e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -18683928.000000 Penalty: 5930.816406
	Iteration 84Q: 3 clusters Score -1.868393e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150971 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -18683912.000000 Penalty: 5930.816406
	Iteration 85Q: 3 clusters Score -1.868391e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151322 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -18683948.000000 Penalty: 5930.816406
	Iteration 86Q: 3 clusters Score -1.868395e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -18684016.000000 Penalty: 5930.816406
	Iteration 87Q: 3 clusters Score -1.868402e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -18684016.000000 Penalty: 5930.816406
	Iteration 88Q: 3 clusters Score -1.868402e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18684080.000000 Penalty: 5930.816406
	Iteration 89Q: 3 clusters Score -1.868408e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152398 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -18684090.000000 Penalty: 5930.816406
	Iteration 90Q: 3 clusters Score -1.868409e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152592 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -18684154.000000 Penalty: 5930.816406
	Iteration 91Q: 3 clusters Score -1.868415e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152744 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -18684180.000000 Penalty: 5930.816406
	Iteration 92Q: 3 clusters Score -1.868418e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -18684186.000000 Penalty: 5930.816406
	Iteration 93Q: 3 clusters Score -1.868419e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -18684204.000000 Penalty: 5930.816406
	Iteration 94Q: 3 clusters Score -1.86842e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -18684246.000000 Penalty: 5930.816406
	Iteration 95Q: 3 clusters Score -1.868425e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -18684254.000000 Penalty: 5930.816406
	Iteration 96Q: 3 clusters Score -1.868425e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -18684264.000000 Penalty: 5930.816406
	Iteration 97Q: 3 clusters Score -1.868426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -18684280.000000 Penalty: 5930.816406
	Iteration 98Q: 3 clusters Score -1.868428e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -18684246.000000 Penalty: 5930.816406
	Iteration 99Q: 3 clusters Score -1.868425e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18684236.000000 Penalty: 5930.816406
	Iteration 100F: 3 clusters Score -1.868424e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153736 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18684268.000000 Penalty: 5930.816406
	Iteration 101Q: 3 clusters Score -1.868427e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18684268.000000 Penalty: 5930.816406
	Iteration 102Q: 3 clusters Score -1.868427e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -18684298.000000 Penalty: 5930.816406
	Iteration 103Q: 3 clusters Score -1.86843e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -18684268.000000 Penalty: 5930.816406
	Iteration 104Q: 3 clusters Score -1.868427e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -18684292.000000 Penalty: 5930.816406
	Iteration 105Q: 3 clusters Score -1.868429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153931 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -18684286.000000 Penalty: 5930.816406
	Iteration 106Q: 3 clusters Score -1.868429e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153965 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -18684298.000000 Penalty: 5930.816406
	Iteration 107Q: 3 clusters Score -1.86843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -18684282.000000 Penalty: 5930.816406
	Iteration 108Q: 3 clusters Score -1.868428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18684274.000000 Penalty: 5930.816406
	Iteration 109Q: 3 clusters Score -1.868427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18684266.000000 Penalty: 5930.816406
	Iteration 110Q: 3 clusters Score -1.868427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -18684286.000000 Penalty: 5930.816406
	Iteration 111Q: 3 clusters Score -1.868429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154060 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18684272.000000 Penalty: 5930.816406
	Iteration 112Q: 3 clusters Score -1.868427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154069 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18684278.000000 Penalty: 5930.816406
	Iteration 113Q: 3 clusters Score -1.868428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -18684276.000000 Penalty: 5930.816406
	Iteration 114Q: 3 clusters Score -1.868428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -18684278.000000 Penalty: 5930.816406
	Iteration 115Q: 3 clusters Score -1.868428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18684270.000000 Penalty: 5930.816406
	Iteration 116Q: 3 clusters Score -1.868427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -18684270.000000 Penalty: 5930.816406
	Iteration 117Q: 3 clusters Score -1.868427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154125 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18684268.000000 Penalty: 5930.816406
	Iteration 118Q: 3 clusters Score -1.868427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154131 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18684274.000000 Penalty: 5930.816406
	Iteration 119Q: 3 clusters Score -1.868427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18684274.000000 Penalty: 5930.816406
	Iteration 120F: 3 clusters Score -1.868427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -18684280.000000 Penalty: 5930.816406
	Iteration 121Q: 3 clusters Score -1.868428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -18684280.000000 Penalty: 5930.816406
	Iteration 122Q: 3 clusters Score -1.868428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18684284.000000 Penalty: 5930.816406
	Iteration 123Q: 3 clusters Score -1.868428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154159 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -18684268.000000 Penalty: 5930.816406
	Iteration 124Q: 3 clusters Score -1.868427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -18684272.000000 Penalty: 5930.816406
	Iteration 125Q: 3 clusters Score -1.868427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -18684272.000000 Penalty: 5930.816406
	Iteration 126Q: 3 clusters Score -1.868427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -18684286.000000 Penalty: 5930.816406
	Iteration 127Q: 3 clusters Score -1.868429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -18684298.000000 Penalty: 5930.816406
	Iteration 128Q: 3 clusters Score -1.86843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -18684286.000000 Penalty: 5930.816406
	Iteration 129Q: 3 clusters Score -1.868429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -18684290.000000 Penalty: 5930.816406
	Iteration 130Q: 3 clusters Score -1.868429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -18684302.000000 Penalty: 5930.816406
	Iteration 131Q: 3 clusters Score -1.86843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -18684298.000000 Penalty: 5930.816406
	Iteration 132Q: 3 clusters Score -1.86843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -18684302.000000 Penalty: 5930.816406
	Iteration 133Q: 3 clusters Score -1.86843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154203 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -18684296.000000 Penalty: 5930.816406
	Iteration 134Q: 3 clusters Score -1.86843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154204 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -18684294.000000 Penalty: 5930.816406
	Iteration 135Q: 3 clusters Score -1.868429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154204 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -18684294.000000 Penalty: 5930.816406
	Iteration 136F: 3 clusters Score -1.868429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (193809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193809 members 
Entering Unmasked Estep 
Score: -23237526.000000 Penalty: 3019.307861
	Iteration 0F: 2 clusters Score -2.323753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -23114284.000000 Penalty: 6038.615723
	Iteration 0F: 3 clusters Score -2.311428e+07 nChanged 93413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -23170402.000000 Penalty: 6038.615723
	Iteration 1F: 3 clusters Score -2.31704e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -23171874.000000 Penalty: 6038.615723
	Iteration 2Q: 3 clusters Score -2.317187e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 95675 members 
Entering Unmasked Estep 
Score: -23173458.000000 Penalty: 6038.615723
	Iteration 3Q: 3 clusters Score -2.317346e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98953 members 
Mstep: Class 2 contains 94856 members 
Entering Unmasked Estep 
Score: -23175452.000000 Penalty: 6038.615723
	Iteration 4Q: 3 clusters Score -2.317545e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -23177714.000000 Penalty: 6038.615723
	Iteration 5Q: 3 clusters Score -2.317771e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -23180802.000000 Penalty: 6038.615723
	Iteration 6Q: 3 clusters Score -2.31808e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -23184822.000000 Penalty: 6038.615723
	Iteration 7Q: 3 clusters Score -2.318482e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108842 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -23190408.000000 Penalty: 6038.615723
	Iteration 8F: 3 clusters Score -2.319041e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -23198072.000000 Penalty: 6038.615723
	Iteration 9F: 3 clusters Score -2.319807e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -23207176.000000 Penalty: 6038.615723
	Iteration 10F: 3 clusters Score -2.320718e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121534 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -23215306.000000 Penalty: 6038.615723
	Iteration 11F: 3 clusters Score -2.321531e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123931 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -23220200.000000 Penalty: 6038.615723
	Iteration 12Q: 3 clusters Score -2.32202e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125538 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -23223002.000000 Penalty: 6038.615723
	Iteration 13Q: 3 clusters Score -2.3223e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -23224660.000000 Penalty: 6038.615723
	Iteration 14Q: 3 clusters Score -2.322466e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -23225802.000000 Penalty: 6038.615723
	Iteration 15Q: 3 clusters Score -2.32258e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128453 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -23226528.000000 Penalty: 6038.615723
	Iteration 16Q: 3 clusters Score -2.322653e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129071 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -23227216.000000 Penalty: 6038.615723
	Iteration 17Q: 3 clusters Score -2.322722e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129662 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -23227872.000000 Penalty: 6038.615723
	Iteration 18Q: 3 clusters Score -2.322787e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -23228178.000000 Penalty: 6038.615723
	Iteration 19Q: 3 clusters Score -2.322818e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -23228638.000000 Penalty: 6038.615723
	Iteration 20F: 3 clusters Score -2.322864e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131067 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -23228938.000000 Penalty: 6038.615723
	Iteration 21Q: 3 clusters Score -2.322894e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131543 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -23229036.000000 Penalty: 6038.615723
	Iteration 22Q: 3 clusters Score -2.322904e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -23229230.000000 Penalty: 6038.615723
	Iteration 23Q: 3 clusters Score -2.322923e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -23229336.000000 Penalty: 6038.615723
	Iteration 24Q: 3 clusters Score -2.322934e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133033 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -23229436.000000 Penalty: 6038.615723
	Iteration 25Q: 3 clusters Score -2.322944e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133496 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -23229478.000000 Penalty: 6038.615723
	Iteration 26Q: 3 clusters Score -2.322948e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -23229512.000000 Penalty: 6038.615723
	Iteration 27Q: 3 clusters Score -2.322951e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134424 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -23229554.000000 Penalty: 6038.615723
	Iteration 28Q: 3 clusters Score -2.322955e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -23229558.000000 Penalty: 6038.615723
	Iteration 29Q: 3 clusters Score -2.322956e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135297 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -23229542.000000 Penalty: 6038.615723
	Iteration 30Q: 3 clusters Score -2.322954e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -23229588.000000 Penalty: 6038.615723
	Iteration 31Q: 3 clusters Score -2.322959e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136222 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -23229682.000000 Penalty: 6038.615723
	Iteration 32Q: 3 clusters Score -2.322968e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136692 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -23229724.000000 Penalty: 6038.615723
	Iteration 33Q: 3 clusters Score -2.322972e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137160 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -23229744.000000 Penalty: 6038.615723
	Iteration 34Q: 3 clusters Score -2.322974e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137643 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -23229764.000000 Penalty: 6038.615723
	Iteration 35Q: 3 clusters Score -2.322976e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138132 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -23229764.000000 Penalty: 6038.615723
	Iteration 36Q: 3 clusters Score -2.322976e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138604 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -23229788.000000 Penalty: 6038.615723
	Iteration 37Q: 3 clusters Score -2.322979e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139132 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -23229910.000000 Penalty: 6038.615723
	Iteration 38Q: 3 clusters Score -2.322991e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -23229984.000000 Penalty: 6038.615723
	Iteration 39Q: 3 clusters Score -2.322998e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -23229914.000000 Penalty: 6038.615723
	Iteration 40F: 3 clusters Score -2.322991e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -23229934.000000 Penalty: 6038.615723
	Iteration 41Q: 3 clusters Score -2.322993e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141132 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -23229992.000000 Penalty: 6038.615723
	Iteration 42Q: 3 clusters Score -2.322999e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -23230010.000000 Penalty: 6038.615723
	Iteration 43Q: 3 clusters Score -2.323001e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142072 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -23230084.000000 Penalty: 6038.615723
	Iteration 44Q: 3 clusters Score -2.323008e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -23230070.000000 Penalty: 6038.615723
	Iteration 45Q: 3 clusters Score -2.323007e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -23230082.000000 Penalty: 6038.615723
	Iteration 46Q: 3 clusters Score -2.323008e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143398 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -23230084.000000 Penalty: 6038.615723
	Iteration 47Q: 3 clusters Score -2.323008e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143831 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -23230110.000000 Penalty: 6038.615723
	Iteration 48Q: 3 clusters Score -2.323011e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -23230110.000000 Penalty: 6038.615723
	Iteration 49Q: 3 clusters Score -2.323011e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -23230148.000000 Penalty: 6038.615723
	Iteration 50Q: 3 clusters Score -2.323015e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -23230134.000000 Penalty: 6038.615723
	Iteration 51Q: 3 clusters Score -2.323013e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145722 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -23230154.000000 Penalty: 6038.615723
	Iteration 52Q: 3 clusters Score -2.323015e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146228 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -23230164.000000 Penalty: 6038.615723
	Iteration 53Q: 3 clusters Score -2.323016e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -23230208.000000 Penalty: 6038.615723
	Iteration 54Q: 3 clusters Score -2.323021e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -23230228.000000 Penalty: 6038.615723
	Iteration 55Q: 3 clusters Score -2.323023e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147861 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -23230278.000000 Penalty: 6038.615723
	Iteration 56Q: 3 clusters Score -2.323028e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148385 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -23230326.000000 Penalty: 6038.615723
	Iteration 57Q: 3 clusters Score -2.323033e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -23230250.000000 Penalty: 6038.615723
	Iteration 58Q: 3 clusters Score -2.323025e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -23230222.000000 Penalty: 6038.615723
	Iteration 59Q: 3 clusters Score -2.323022e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -23230322.000000 Penalty: 6038.615723
	Iteration 60F: 3 clusters Score -2.323032e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150651 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -23230400.000000 Penalty: 6038.615723
	Iteration 61Q: 3 clusters Score -2.32304e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -23230496.000000 Penalty: 6038.615723
	Iteration 62Q: 3 clusters Score -2.32305e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151906 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -23230550.000000 Penalty: 6038.615723
	Iteration 63Q: 3 clusters Score -2.323055e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152535 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -23230490.000000 Penalty: 6038.615723
	Iteration 64Q: 3 clusters Score -2.323049e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -23230606.000000 Penalty: 6038.615723
	Iteration 65Q: 3 clusters Score -2.323061e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -23230684.000000 Penalty: 6038.615723
	Iteration 66Q: 3 clusters Score -2.323068e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -23230684.000000 Penalty: 6038.615723
	Iteration 67Q: 3 clusters Score -2.323068e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155348 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -23230748.000000 Penalty: 6038.615723
	Iteration 68Q: 3 clusters Score -2.323075e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -23230830.000000 Penalty: 6038.615723
	Iteration 69Q: 3 clusters Score -2.323083e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -23230866.000000 Penalty: 6038.615723
	Iteration 70Q: 3 clusters Score -2.323087e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -23230958.000000 Penalty: 6038.615723
	Iteration 71Q: 3 clusters Score -2.323096e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -23231024.000000 Penalty: 6038.615723
	Iteration 72Q: 3 clusters Score -2.323102e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -23231100.000000 Penalty: 6038.615723
	Iteration 73Q: 3 clusters Score -2.32311e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159816 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -23231104.000000 Penalty: 6038.615723
	Iteration 74Q: 3 clusters Score -2.32311e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160671 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -23231160.000000 Penalty: 6038.615723
	Iteration 75Q: 3 clusters Score -2.323116e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161600 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -23231200.000000 Penalty: 6038.615723
	Iteration 76Q: 3 clusters Score -2.32312e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -23231224.000000 Penalty: 6038.615723
	Iteration 77Q: 3 clusters Score -2.323122e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163607 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -23231250.000000 Penalty: 6038.615723
	Iteration 78Q: 3 clusters Score -2.323125e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164680 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -23231390.000000 Penalty: 6038.615723
	Iteration 79Q: 3 clusters Score -2.323139e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165824 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -23231476.000000 Penalty: 6038.615723
	Iteration 80F: 3 clusters Score -2.323148e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -23231524.000000 Penalty: 6038.615723
	Iteration 81Q: 3 clusters Score -2.323152e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168326 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -23231736.000000 Penalty: 6038.615723
	Iteration 82Q: 3 clusters Score -2.323174e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169605 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -23231828.000000 Penalty: 6038.615723
	Iteration 83Q: 3 clusters Score -2.323183e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170944 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -23231828.000000 Penalty: 6038.615723
	Iteration 84Q: 3 clusters Score -2.323183e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172356 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -23231918.000000 Penalty: 6038.615723
	Iteration 85Q: 3 clusters Score -2.323192e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173815 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -23232136.000000 Penalty: 6038.615723
	Iteration 86Q: 3 clusters Score -2.323214e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -23232268.000000 Penalty: 6038.615723
	Iteration 87Q: 3 clusters Score -2.323227e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176864 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -23232446.000000 Penalty: 6038.615723
	Iteration 88Q: 3 clusters Score -2.323245e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -23232692.000000 Penalty: 6038.615723
	Iteration 89Q: 3 clusters Score -2.323269e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180021 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -23232976.000000 Penalty: 6038.615723
	Iteration 90Q: 3 clusters Score -2.323298e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181537 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -23233156.000000 Penalty: 6038.615723
	Iteration 91Q: 3 clusters Score -2.323316e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182937 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -23233514.000000 Penalty: 6038.615723
	Iteration 92Q: 3 clusters Score -2.323351e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184284 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -23233720.000000 Penalty: 6038.615723
	Iteration 93Q: 3 clusters Score -2.323372e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185509 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -23233958.000000 Penalty: 6038.615723
	Iteration 94Q: 3 clusters Score -2.323396e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186560 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -23234206.000000 Penalty: 6038.615723
	Iteration 95Q: 3 clusters Score -2.323421e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187500 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -23234444.000000 Penalty: 6038.615723
	Iteration 96Q: 3 clusters Score -2.323444e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188241 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -23234664.000000 Penalty: 6038.615723
	Iteration 97Q: 3 clusters Score -2.323466e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188867 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -23234798.000000 Penalty: 6038.615723
	Iteration 98Q: 3 clusters Score -2.32348e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189422 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -23234962.000000 Penalty: 6038.615723
	Iteration 99Q: 3 clusters Score -2.323496e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189872 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -23235050.000000 Penalty: 6038.615723
	Iteration 100F: 3 clusters Score -2.323505e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190249 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -23235174.000000 Penalty: 6038.615723
	Iteration 101Q: 3 clusters Score -2.323517e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190569 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -23235292.000000 Penalty: 6038.615723
	Iteration 102Q: 3 clusters Score -2.323529e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190869 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -23235400.000000 Penalty: 6038.615723
	Iteration 103Q: 3 clusters Score -2.32354e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191133 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -23235454.000000 Penalty: 6038.615723
	Iteration 104Q: 3 clusters Score -2.323545e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191350 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -23235558.000000 Penalty: 6038.615723
	Iteration 105Q: 3 clusters Score -2.323556e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191521 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23235670.000000 Penalty: 6038.615723
	Iteration 106Q: 3 clusters Score -2.323567e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191671 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -23235740.000000 Penalty: 6038.615723
	Iteration 107Q: 3 clusters Score -2.323574e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191789 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -23235784.000000 Penalty: 6038.615723
	Iteration 108Q: 3 clusters Score -2.323578e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191883 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -23235844.000000 Penalty: 6038.615723
	Iteration 109Q: 3 clusters Score -2.323584e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191975 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23235882.000000 Penalty: 6038.615723
	Iteration 110Q: 3 clusters Score -2.323588e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192045 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23235924.000000 Penalty: 6038.615723
	Iteration 111Q: 3 clusters Score -2.323592e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192120 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -23235988.000000 Penalty: 6038.615723
	Iteration 112Q: 3 clusters Score -2.323599e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192196 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -23236014.000000 Penalty: 6038.615723
	Iteration 113Q: 3 clusters Score -2.323601e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192267 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -23236060.000000 Penalty: 6038.615723
	Iteration 114Q: 3 clusters Score -2.323606e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192329 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -23236086.000000 Penalty: 6038.615723
	Iteration 115Q: 3 clusters Score -2.323609e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192383 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23236144.000000 Penalty: 6038.615723
	Iteration 116Q: 3 clusters Score -2.323614e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23236170.000000 Penalty: 6038.615723
	Iteration 117Q: 3 clusters Score -2.323617e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192469 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -23236208.000000 Penalty: 6038.615723
	Iteration 118Q: 3 clusters Score -2.323621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192499 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -23236206.000000 Penalty: 6038.615723
	Iteration 119Q: 3 clusters Score -2.323621e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192528 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -23236220.000000 Penalty: 6038.615723
	Iteration 120F: 3 clusters Score -2.323622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192547 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23236258.000000 Penalty: 6038.615723
	Iteration 121Q: 3 clusters Score -2.323626e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192570 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -23236268.000000 Penalty: 6038.615723
	Iteration 122Q: 3 clusters Score -2.323627e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192591 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -23236306.000000 Penalty: 6038.615723
	Iteration 123Q: 3 clusters Score -2.323631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192613 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -23236332.000000 Penalty: 6038.615723
	Iteration 124Q: 3 clusters Score -2.323633e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192653 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23236376.000000 Penalty: 6038.615723
	Iteration 125Q: 3 clusters Score -2.323638e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192680 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23236402.000000 Penalty: 6038.615723
	Iteration 126Q: 3 clusters Score -2.32364e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192715 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23236424.000000 Penalty: 6038.615723
	Iteration 127Q: 3 clusters Score -2.323642e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192744 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23236456.000000 Penalty: 6038.615723
	Iteration 128Q: 3 clusters Score -2.323646e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192756 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23236458.000000 Penalty: 6038.615723
	Iteration 129Q: 3 clusters Score -2.323646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192762 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23236506.000000 Penalty: 6038.615723
	Iteration 130Q: 3 clusters Score -2.323651e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192767 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -23236528.000000 Penalty: 6038.615723
	Iteration 131Q: 3 clusters Score -2.323653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192789 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -23236570.000000 Penalty: 6038.615723
	Iteration 132Q: 3 clusters Score -2.323657e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192807 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -23236626.000000 Penalty: 6038.615723
	Iteration 133Q: 3 clusters Score -2.323663e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192826 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23236672.000000 Penalty: 6038.615723
	Iteration 134Q: 3 clusters Score -2.323667e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192832 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23236728.000000 Penalty: 6038.615723
	Iteration 135Q: 3 clusters Score -2.323673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192832 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23236764.000000 Penalty: 6038.615723
	Iteration 136Q: 3 clusters Score -2.323676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192839 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23236788.000000 Penalty: 6038.615723
	Iteration 137Q: 3 clusters Score -2.323679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192837 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -23236784.000000 Penalty: 6038.615723
	Iteration 138Q: 3 clusters Score -2.323678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23236778.000000 Penalty: 6038.615723
	Iteration 139Q: 3 clusters Score -2.323678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192839 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23236784.000000 Penalty: 6038.615723
	Iteration 140F: 3 clusters Score -2.323678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192835 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23236796.000000 Penalty: 6038.615723
	Iteration 141Q: 3 clusters Score -2.32368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192834 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23236820.000000 Penalty: 6038.615723
	Iteration 142Q: 3 clusters Score -2.323682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192832 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23236830.000000 Penalty: 6038.615723
	Iteration 143Q: 3 clusters Score -2.323683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192829 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23236834.000000 Penalty: 6038.615723
	Iteration 144Q: 3 clusters Score -2.323683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192832 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23236832.000000 Penalty: 6038.615723
	Iteration 145Q: 3 clusters Score -2.323683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192834 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23236846.000000 Penalty: 6038.615723
	Iteration 146Q: 3 clusters Score -2.323685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192839 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23236856.000000 Penalty: 6038.615723
	Iteration 147Q: 3 clusters Score -2.323686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -23236846.000000 Penalty: 6038.615723
	Iteration 148Q: 3 clusters Score -2.323685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192845 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -23236840.000000 Penalty: 6038.615723
	Iteration 149Q: 3 clusters Score -2.323684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192848 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -23236840.000000 Penalty: 6038.615723
	Iteration 150Q: 3 clusters Score -2.323684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192851 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23236840.000000 Penalty: 6038.615723
	Iteration 151Q: 3 clusters Score -2.323684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192853 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23236854.000000 Penalty: 6038.615723
	Iteration 152Q: 3 clusters Score -2.323685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192855 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23236860.000000 Penalty: 6038.615723
	Iteration 153Q: 3 clusters Score -2.323686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192856 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -23236858.000000 Penalty: 6038.615723
	Iteration 154Q: 3 clusters Score -2.323686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -23236874.000000 Penalty: 6038.615723
	Iteration 155Q: 3 clusters Score -2.323687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192864 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23236878.000000 Penalty: 6038.615723
	Iteration 156Q: 3 clusters Score -2.323688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23236894.000000 Penalty: 6038.615723
	Iteration 157Q: 3 clusters Score -2.323689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192870 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23236874.000000 Penalty: 6038.615723
	Iteration 158Q: 3 clusters Score -2.323687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192872 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23236868.000000 Penalty: 6038.615723
	Iteration 159Q: 3 clusters Score -2.323687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -23236878.000000 Penalty: 6038.615723
	Iteration 160F: 3 clusters Score -2.323688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -23236894.000000 Penalty: 6038.615723
	Iteration 161Q: 3 clusters Score -2.323689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -23236894.000000 Penalty: 6038.615723
	Iteration 162F: 3 clusters Score -2.323689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Entering Unmasked Estep 
Score: -11684075.000000 Penalty: 2850.700928
	Iteration 0F: 2 clusters Score -1.168408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -11618278.000000 Penalty: 5701.401855
	Iteration 0F: 3 clusters Score -1.161828e+07 nChanged 46418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -11644768.000000 Penalty: 5701.401855
	Iteration 1F: 3 clusters Score -1.164477e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -11645591.000000 Penalty: 5701.401855
	Iteration 2Q: 3 clusters Score -1.164559e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -11646386.000000 Penalty: 5701.401855
	Iteration 3Q: 3 clusters Score -1.164639e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -11647432.000000 Penalty: 5701.401855
	Iteration 4Q: 3 clusters Score -1.164743e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -11648835.000000 Penalty: 5701.401855
	Iteration 5Q: 3 clusters Score -1.164884e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -11650801.000000 Penalty: 5701.401855
	Iteration 6Q: 3 clusters Score -1.16508e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -11653484.000000 Penalty: 5701.401855
	Iteration 7F: 3 clusters Score -1.165348e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -11656753.000000 Penalty: 5701.401855
	Iteration 8F: 3 clusters Score -1.165675e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -11660283.000000 Penalty: 5701.401855
	Iteration 9F: 3 clusters Score -1.166028e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -11663795.000000 Penalty: 5701.401855
	Iteration 10F: 3 clusters Score -1.16638e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -11666864.000000 Penalty: 5701.401855
	Iteration 11Q: 3 clusters Score -1.166686e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -11669766.000000 Penalty: 5701.401855
	Iteration 12Q: 3 clusters Score -1.166977e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -11671967.000000 Penalty: 5701.401855
	Iteration 13Q: 3 clusters Score -1.167197e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -11673556.000000 Penalty: 5701.401855
	Iteration 14Q: 3 clusters Score -1.167356e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -11674744.000000 Penalty: 5701.401855
	Iteration 15Q: 3 clusters Score -1.167474e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -11675610.000000 Penalty: 5701.401855
	Iteration 16Q: 3 clusters Score -1.167561e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -11676234.000000 Penalty: 5701.401855
	Iteration 17Q: 3 clusters Score -1.167623e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -11676654.000000 Penalty: 5701.401855
	Iteration 18Q: 3 clusters Score -1.167665e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -11676947.000000 Penalty: 5701.401855
	Iteration 19Q: 3 clusters Score -1.167695e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -11677252.000000 Penalty: 5701.401855
	Iteration 20F: 3 clusters Score -1.167725e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -11677560.000000 Penalty: 5701.401855
	Iteration 21Q: 3 clusters Score -1.167756e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -11677889.000000 Penalty: 5701.401855
	Iteration 22Q: 3 clusters Score -1.167789e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -11678192.000000 Penalty: 5701.401855
	Iteration 23Q: 3 clusters Score -1.167819e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -11678445.000000 Penalty: 5701.401855
	Iteration 24Q: 3 clusters Score -1.167844e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -11678639.000000 Penalty: 5701.401855
	Iteration 25Q: 3 clusters Score -1.167864e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -11678916.000000 Penalty: 5701.401855
	Iteration 26Q: 3 clusters Score -1.167892e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 91674 members 
Entering Unmasked Estep 
Score: -11679174.000000 Penalty: 5701.401855
	Iteration 27Q: 3 clusters Score -1.167917e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -11679448.000000 Penalty: 5701.401855
	Iteration 28Q: 3 clusters Score -1.167945e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -11679759.000000 Penalty: 5701.401855
	Iteration 29Q: 3 clusters Score -1.167976e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -11679958.000000 Penalty: 5701.401855
	Iteration 30Q: 3 clusters Score -1.167996e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -11680234.000000 Penalty: 5701.401855
	Iteration 31Q: 3 clusters Score -1.168023e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -11680463.000000 Penalty: 5701.401855
	Iteration 32Q: 3 clusters Score -1.168046e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -11680641.000000 Penalty: 5701.401855
	Iteration 33Q: 3 clusters Score -1.168064e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -11680837.000000 Penalty: 5701.401855
	Iteration 34Q: 3 clusters Score -1.168084e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -11680991.000000 Penalty: 5701.401855
	Iteration 35Q: 3 clusters Score -1.168099e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -11681088.000000 Penalty: 5701.401855
	Iteration 36Q: 3 clusters Score -1.168109e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -11681207.000000 Penalty: 5701.401855
	Iteration 37Q: 3 clusters Score -1.168121e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 96009 members 
Entering Unmasked Estep 
Score: -11681344.000000 Penalty: 5701.401855
	Iteration 38Q: 3 clusters Score -1.168134e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -11681423.000000 Penalty: 5701.401855
	Iteration 39Q: 3 clusters Score -1.168142e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -11681476.000000 Penalty: 5701.401855
	Iteration 40F: 3 clusters Score -1.168148e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -11681531.000000 Penalty: 5701.401855
	Iteration 41Q: 3 clusters Score -1.168153e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -11681535.000000 Penalty: 5701.401855
	Iteration 42Q: 3 clusters Score -1.168154e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -11681574.000000 Penalty: 5701.401855
	Iteration 43Q: 3 clusters Score -1.168157e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -11681610.000000 Penalty: 5701.401855
	Iteration 44Q: 3 clusters Score -1.168161e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 96557 members 
Entering Unmasked Estep 
Score: -11681652.000000 Penalty: 5701.401855
	Iteration 45Q: 3 clusters Score -1.168165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -11681652.000000 Penalty: 5701.401855
	Iteration 46Q: 3 clusters Score -1.168165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -11681663.000000 Penalty: 5701.401855
	Iteration 47Q: 3 clusters Score -1.168166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -11681673.000000 Penalty: 5701.401855
	Iteration 48Q: 3 clusters Score -1.168167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -11681683.000000 Penalty: 5701.401855
	Iteration 49Q: 3 clusters Score -1.168168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96686 members 
Entering Unmasked Estep 
Score: -11681678.000000 Penalty: 5701.401855
	Iteration 50Q: 3 clusters Score -1.168168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -11681696.000000 Penalty: 5701.401855
	Iteration 51Q: 3 clusters Score -1.16817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -11681709.000000 Penalty: 5701.401855
	Iteration 52Q: 3 clusters Score -1.168171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -11681707.000000 Penalty: 5701.401855
	Iteration 53Q: 3 clusters Score -1.168171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -11681702.000000 Penalty: 5701.401855
	Iteration 54Q: 3 clusters Score -1.16817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -11681712.000000 Penalty: 5701.401855
	Iteration 55Q: 3 clusters Score -1.168171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -11681711.000000 Penalty: 5701.401855
	Iteration 56Q: 3 clusters Score -1.168171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -11681725.000000 Penalty: 5701.401855
	Iteration 57Q: 3 clusters Score -1.168172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -11681736.000000 Penalty: 5701.401855
	Iteration 58Q: 3 clusters Score -1.168174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -11681726.000000 Penalty: 5701.401855
	Iteration 59Q: 3 clusters Score -1.168173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -11681732.000000 Penalty: 5701.401855
	Iteration 60F: 3 clusters Score -1.168173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -11681741.000000 Penalty: 5701.401855
	Iteration 61Q: 3 clusters Score -1.168174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -11681725.000000 Penalty: 5701.401855
	Iteration 62Q: 3 clusters Score -1.168172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -11681736.000000 Penalty: 5701.401855
	Iteration 63Q: 3 clusters Score -1.168174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -11681727.000000 Penalty: 5701.401855
	Iteration 64Q: 3 clusters Score -1.168173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -11681722.000000 Penalty: 5701.401855
	Iteration 65Q: 3 clusters Score -1.168172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -11681727.000000 Penalty: 5701.401855
	Iteration 66Q: 3 clusters Score -1.168173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -11681741.000000 Penalty: 5701.401855
	Iteration 67Q: 3 clusters Score -1.168174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -11681751.000000 Penalty: 5701.401855
	Iteration 68Q: 3 clusters Score -1.168175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -11681757.000000 Penalty: 5701.401855
	Iteration 69Q: 3 clusters Score -1.168176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -11681763.000000 Penalty: 5701.401855
	Iteration 70Q: 3 clusters Score -1.168176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -11681756.000000 Penalty: 5701.401855
	Iteration 71Q: 3 clusters Score -1.168176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -11681758.000000 Penalty: 5701.401855
	Iteration 72Q: 3 clusters Score -1.168176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -11681766.000000 Penalty: 5701.401855
	Iteration 73Q: 3 clusters Score -1.168177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -11681757.000000 Penalty: 5701.401855
	Iteration 74Q: 3 clusters Score -1.168176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -11681764.000000 Penalty: 5701.401855
	Iteration 75Q: 3 clusters Score -1.168176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -11681773.000000 Penalty: 5701.401855
	Iteration 76Q: 3 clusters Score -1.168177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -11681774.000000 Penalty: 5701.401855
	Iteration 77Q: 3 clusters Score -1.168177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -11681770.000000 Penalty: 5701.401855
	Iteration 78Q: 3 clusters Score -1.168177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -11681791.000000 Penalty: 5701.401855
	Iteration 79Q: 3 clusters Score -1.168179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -11681795.000000 Penalty: 5701.401855
	Iteration 80F: 3 clusters Score -1.16818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Entering Unmasked Estep 
Score: -5646367.500000 Penalty: 2674.289551
	Iteration 0F: 2 clusters Score -5646368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -5613760.000000 Penalty: 5348.579102
	Iteration 0F: 3 clusters Score -5613760 nChanged 22256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -5626271.500000 Penalty: 5348.579102
	Iteration 1F: 3 clusters Score -5626272 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5626943.500000 Penalty: 5348.579102
	Iteration 2Q: 3 clusters Score -5626944 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -5627731.000000 Penalty: 5348.579102
	Iteration 3Q: 3 clusters Score -5627731 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5628590.000000 Penalty: 5348.579102
	Iteration 4Q: 3 clusters Score -5628590 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5629854.000000 Penalty: 5348.579102
	Iteration 5F: 3 clusters Score -5629854 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5631542.000000 Penalty: 5348.579102
	Iteration 6F: 3 clusters Score -5631542 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -5633641.500000 Penalty: 5348.579102
	Iteration 7F: 3 clusters Score -5633642 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -5635639.500000 Penalty: 5348.579102
	Iteration 8F: 3 clusters Score -5635640 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -5637299.500000 Penalty: 5348.579102
	Iteration 9F: 3 clusters Score -5637300 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -5638536.500000 Penalty: 5348.579102
	Iteration 10Q: 3 clusters Score -5638536 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -5639384.000000 Penalty: 5348.579102
	Iteration 11Q: 3 clusters Score -5639384 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -5640122.500000 Penalty: 5348.579102
	Iteration 12Q: 3 clusters Score -5640122 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -5640776.500000 Penalty: 5348.579102
	Iteration 13Q: 3 clusters Score -5640776 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -5641265.500000 Penalty: 5348.579102
	Iteration 14Q: 3 clusters Score -5641266 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -5641763.000000 Penalty: 5348.579102
	Iteration 15Q: 3 clusters Score -5641763 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5642228.000000 Penalty: 5348.579102
	Iteration 16Q: 3 clusters Score -5642228 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5642599.500000 Penalty: 5348.579102
	Iteration 17Q: 3 clusters Score -5642600 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5642935.500000 Penalty: 5348.579102
	Iteration 18Q: 3 clusters Score -5642936 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5643278.500000 Penalty: 5348.579102
	Iteration 19Q: 3 clusters Score -5643278 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5643503.500000 Penalty: 5348.579102
	Iteration 20F: 3 clusters Score -5643504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5643682.500000 Penalty: 5348.579102
	Iteration 21Q: 3 clusters Score -5643682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5643815.000000 Penalty: 5348.579102
	Iteration 22Q: 3 clusters Score -5643815 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5643945.500000 Penalty: 5348.579102
	Iteration 23Q: 3 clusters Score -5643946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5644032.000000 Penalty: 5348.579102
	Iteration 24Q: 3 clusters Score -5644032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5644086.000000 Penalty: 5348.579102
	Iteration 25Q: 3 clusters Score -5644086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5644120.000000 Penalty: 5348.579102
	Iteration 26Q: 3 clusters Score -5644120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5644147.500000 Penalty: 5348.579102
	Iteration 27Q: 3 clusters Score -5644148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5644163.500000 Penalty: 5348.579102
	Iteration 28Q: 3 clusters Score -5644164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5644185.000000 Penalty: 5348.579102
	Iteration 29Q: 3 clusters Score -5644185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5644198.000000 Penalty: 5348.579102
	Iteration 30Q: 3 clusters Score -5644198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5644212.000000 Penalty: 5348.579102
	Iteration 31Q: 3 clusters Score -5644212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5644222.500000 Penalty: 5348.579102
	Iteration 32Q: 3 clusters Score -5644222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5644227.000000 Penalty: 5348.579102
	Iteration 33Q: 3 clusters Score -5644227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5644225.500000 Penalty: 5348.579102
	Iteration 34Q: 3 clusters Score -5644226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5644226.500000 Penalty: 5348.579102
	Iteration 35Q: 3 clusters Score -5644226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5644226.000000 Penalty: 5348.579102
	Iteration 36Q: 3 clusters Score -5644226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5644222.500000 Penalty: 5348.579102
	Iteration 37Q: 3 clusters Score -5644222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5644227.500000 Penalty: 5348.579102
	Iteration 38Q: 3 clusters Score -5644228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5644228.000000 Penalty: 5348.579102
	Iteration 39Q: 3 clusters Score -5644228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5644222.000000 Penalty: 5348.579102
	Iteration 40F: 3 clusters Score -5644222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Entering Unmasked Estep 
Score: -2457761.250000 Penalty: 2476.456543
	Iteration 0F: 2 clusters Score -2457761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2442618.750000 Penalty: 4952.913086
	Iteration 0F: 3 clusters Score -2442619 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2447833.750000 Penalty: 4952.913086
	Iteration 1F: 3 clusters Score -2447834 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2448280.500000 Penalty: 4952.913086
	Iteration 2F: 3 clusters Score -2448280 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2448709.250000 Penalty: 4952.913086
	Iteration 3Q: 3 clusters Score -2448709 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2449093.000000 Penalty: 4952.913086
	Iteration 4Q: 3 clusters Score -2449093 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2449421.500000 Penalty: 4952.913086
	Iteration 5Q: 3 clusters Score -2449422 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2449725.500000 Penalty: 4952.913086
	Iteration 6Q: 3 clusters Score -2449726 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2450033.250000 Penalty: 4952.913086
	Iteration 7Q: 3 clusters Score -2450033 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2450370.250000 Penalty: 4952.913086
	Iteration 8Q: 3 clusters Score -2450370 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2450712.250000 Penalty: 4952.913086
	Iteration 9Q: 3 clusters Score -2450712 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2451038.000000 Penalty: 4952.913086
	Iteration 10Q: 3 clusters Score -2451038 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2451408.750000 Penalty: 4952.913086
	Iteration 11Q: 3 clusters Score -2451409 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2451750.500000 Penalty: 4952.913086
	Iteration 12Q: 3 clusters Score -2451750 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2452111.000000 Penalty: 4952.913086
	Iteration 13Q: 3 clusters Score -2452111 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2452461.750000 Penalty: 4952.913086
	Iteration 14Q: 3 clusters Score -2452462 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2452824.000000 Penalty: 4952.913086
	Iteration 15Q: 3 clusters Score -2452824 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2453141.250000 Penalty: 4952.913086
	Iteration 16Q: 3 clusters Score -2453141 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2453472.250000 Penalty: 4952.913086
	Iteration 17Q: 3 clusters Score -2453472 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2453787.000000 Penalty: 4952.913086
	Iteration 18Q: 3 clusters Score -2453787 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2454051.750000 Penalty: 4952.913086
	Iteration 19Q: 3 clusters Score -2454052 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2454277.250000 Penalty: 4952.913086
	Iteration 20F: 3 clusters Score -2454277 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2454450.250000 Penalty: 4952.913086
	Iteration 21Q: 3 clusters Score -2454450 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2454579.250000 Penalty: 4952.913086
	Iteration 22Q: 3 clusters Score -2454579 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2454692.750000 Penalty: 4952.913086
	Iteration 23Q: 3 clusters Score -2454693 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2454798.750000 Penalty: 4952.913086
	Iteration 24Q: 3 clusters Score -2454799 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2454881.750000 Penalty: 4952.913086
	Iteration 25Q: 3 clusters Score -2454882 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2454949.250000 Penalty: 4952.913086
	Iteration 26Q: 3 clusters Score -2454949 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2455004.500000 Penalty: 4952.913086
	Iteration 27Q: 3 clusters Score -2455004 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2455047.750000 Penalty: 4952.913086
	Iteration 28Q: 3 clusters Score -2455048 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2455100.000000 Penalty: 4952.913086
	Iteration 29Q: 3 clusters Score -2455100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2455149.000000 Penalty: 4952.913086
	Iteration 30Q: 3 clusters Score -2455149 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2455179.500000 Penalty: 4952.913086
	Iteration 31Q: 3 clusters Score -2455180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2455219.750000 Penalty: 4952.913086
	Iteration 32Q: 3 clusters Score -2455220 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2455268.000000 Penalty: 4952.913086
	Iteration 33Q: 3 clusters Score -2455268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2455307.000000 Penalty: 4952.913086
	Iteration 34Q: 3 clusters Score -2455307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2455341.000000 Penalty: 4952.913086
	Iteration 35Q: 3 clusters Score -2455341 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2455367.750000 Penalty: 4952.913086
	Iteration 36Q: 3 clusters Score -2455368 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2455396.750000 Penalty: 4952.913086
	Iteration 37Q: 3 clusters Score -2455397 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2455424.250000 Penalty: 4952.913086
	Iteration 38Q: 3 clusters Score -2455424 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2455468.000000 Penalty: 4952.913086
	Iteration 39Q: 3 clusters Score -2455468 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2455496.750000 Penalty: 4952.913086
	Iteration 40F: 3 clusters Score -2455497 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2455520.750000 Penalty: 4952.913086
	Iteration 41Q: 3 clusters Score -2455521 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2455544.750000 Penalty: 4952.913086
	Iteration 42Q: 3 clusters Score -2455545 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2455567.000000 Penalty: 4952.913086
	Iteration 43Q: 3 clusters Score -2455567 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2455587.250000 Penalty: 4952.913086
	Iteration 44Q: 3 clusters Score -2455587 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2455597.750000 Penalty: 4952.913086
	Iteration 45Q: 3 clusters Score -2455598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2455629.000000 Penalty: 4952.913086
	Iteration 46Q: 3 clusters Score -2455629 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2455650.500000 Penalty: 4952.913086
	Iteration 47Q: 3 clusters Score -2455650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2455661.500000 Penalty: 4952.913086
	Iteration 48Q: 3 clusters Score -2455662 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2455676.000000 Penalty: 4952.913086
	Iteration 49Q: 3 clusters Score -2455676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2455686.250000 Penalty: 4952.913086
	Iteration 50Q: 3 clusters Score -2455686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2455709.500000 Penalty: 4952.913086
	Iteration 51Q: 3 clusters Score -2455710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2455726.750000 Penalty: 4952.913086
	Iteration 52Q: 3 clusters Score -2455727 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2455743.500000 Penalty: 4952.913086
	Iteration 53Q: 3 clusters Score -2455744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2455760.750000 Penalty: 4952.913086
	Iteration 54Q: 3 clusters Score -2455761 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2455770.000000 Penalty: 4952.913086
	Iteration 55Q: 3 clusters Score -2455770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2455782.000000 Penalty: 4952.913086
	Iteration 56Q: 3 clusters Score -2455782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2455774.500000 Penalty: 4952.913086
	Iteration 57Q: 3 clusters Score -2455774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2455778.750000 Penalty: 4952.913086
	Iteration 58Q: 3 clusters Score -2455779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2455786.000000 Penalty: 4952.913086
	Iteration 59Q: 3 clusters Score -2455786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2455791.250000 Penalty: 4952.913086
	Iteration 60F: 3 clusters Score -2455791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2455789.500000 Penalty: 4952.913086
	Iteration 61Q: 3 clusters Score -2455790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2455794.500000 Penalty: 4952.913086
	Iteration 62Q: 3 clusters Score -2455794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2455795.250000 Penalty: 4952.913086
	Iteration 63Q: 3 clusters Score -2455795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2455797.250000 Penalty: 4952.913086
	Iteration 64Q: 3 clusters Score -2455797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2455798.750000 Penalty: 4952.913086
	Iteration 65Q: 3 clusters Score -2455799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2455793.000000 Penalty: 4952.913086
	Iteration 66Q: 3 clusters Score -2455793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2455791.000000 Penalty: 4952.913086
	Iteration 67Q: 3 clusters Score -2455791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2455794.000000 Penalty: 4952.913086
	Iteration 68Q: 3 clusters Score -2455794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2455796.750000 Penalty: 4952.913086
	Iteration 69Q: 3 clusters Score -2455797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2455801.250000 Penalty: 4952.913086
	Iteration 70Q: 3 clusters Score -2455801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2455794.750000 Penalty: 4952.913086
	Iteration 71Q: 3 clusters Score -2455795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2455802.500000 Penalty: 4952.913086
	Iteration 72Q: 3 clusters Score -2455802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2455796.750000 Penalty: 4952.913086
	Iteration 73Q: 3 clusters Score -2455797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2455797.000000 Penalty: 4952.913086
	Iteration 74Q: 3 clusters Score -2455797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2455798.000000 Penalty: 4952.913086
	Iteration 75Q: 3 clusters Score -2455798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2455798.750000 Penalty: 4952.913086
	Iteration 76Q: 3 clusters Score -2455799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2455799.750000 Penalty: 4952.913086
	Iteration 77Q: 3 clusters Score -2455800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2455801.750000 Penalty: 4952.913086
	Iteration 78Q: 3 clusters Score -2455802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2455797.000000 Penalty: 4952.913086
	Iteration 79Q: 3 clusters Score -2455797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2455801.250000 Penalty: 4952.913086
	Iteration 80F: 3 clusters Score -2455801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2455805.250000 Penalty: 4952.913086
	Iteration 81Q: 3 clusters Score -2455805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2455796.750000 Penalty: 4952.913086
	Iteration 82Q: 3 clusters Score -2455797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2455803.500000 Penalty: 4952.913086
	Iteration 83Q: 3 clusters Score -2455804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2455810.500000 Penalty: 4952.913086
	Iteration 84Q: 3 clusters Score -2455810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2455814.750000 Penalty: 4952.913086
	Iteration 85Q: 3 clusters Score -2455815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2455812.750000 Penalty: 4952.913086
	Iteration 86Q: 3 clusters Score -2455813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2455818.750000 Penalty: 4952.913086
	Iteration 87Q: 3 clusters Score -2455819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2455816.000000 Penalty: 4952.913086
	Iteration 88Q: 3 clusters Score -2455816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2455817.500000 Penalty: 4952.913086
	Iteration 89Q: 3 clusters Score -2455818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2455810.500000 Penalty: 4952.913086
	Iteration 90Q: 3 clusters Score -2455810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2455817.750000 Penalty: 4952.913086
	Iteration 91Q: 3 clusters Score -2455818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2455814.500000 Penalty: 4952.913086
	Iteration 92Q: 3 clusters Score -2455814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2455816.750000 Penalty: 4952.913086
	Iteration 93Q: 3 clusters Score -2455817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2455815.250000 Penalty: 4952.913086
	Iteration 94Q: 3 clusters Score -2455815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2455819.500000 Penalty: 4952.913086
	Iteration 95Q: 3 clusters Score -2455820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2455824.500000 Penalty: 4952.913086
	Iteration 96Q: 3 clusters Score -2455824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2455827.000000 Penalty: 4952.913086
	Iteration 97Q: 3 clusters Score -2455827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2455820.250000 Penalty: 4952.913086
	Iteration 98Q: 3 clusters Score -2455820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2455823.750000 Penalty: 4952.913086
	Iteration 99Q: 3 clusters Score -2455824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2455822.750000 Penalty: 4952.913086
	Iteration 100F: 3 clusters Score -2455823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2455822.000000 Penalty: 4952.913086
	Iteration 101Q: 3 clusters Score -2455822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2455829.000000 Penalty: 4952.913086
	Iteration 102Q: 3 clusters Score -2455829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2455832.250000 Penalty: 4952.913086
	Iteration 103Q: 3 clusters Score -2455832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2455837.250000 Penalty: 4952.913086
	Iteration 104Q: 3 clusters Score -2455837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2455834.500000 Penalty: 4952.913086
	Iteration 105Q: 3 clusters Score -2455834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2455830.000000 Penalty: 4952.913086
	Iteration 106Q: 3 clusters Score -2455830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2455829.750000 Penalty: 4952.913086
	Iteration 107Q: 3 clusters Score -2455830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2455830.250000 Penalty: 4952.913086
	Iteration 108Q: 3 clusters Score -2455830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2455827.000000 Penalty: 4952.913086
	Iteration 109Q: 3 clusters Score -2455827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2455827.250000 Penalty: 4952.913086
	Iteration 110Q: 3 clusters Score -2455827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2455828.250000 Penalty: 4952.913086
	Iteration 111Q: 3 clusters Score -2455828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2455827.000000 Penalty: 4952.913086
	Iteration 112Q: 3 clusters Score -2455827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2455827.000000 Penalty: 4952.913086
	Iteration 113F: 3 clusters Score -2455827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (169843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169843 members 
Entering Unmasked Estep 
Score: -20565392.000000 Penalty: 2986.572266
	Iteration 0F: 2 clusters Score -2.056539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -20457992.000000 Penalty: 5973.144531
	Iteration 0F: 3 clusters Score -2.045799e+07 nChanged 81365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -20505770.000000 Penalty: 5973.144531
	Iteration 1F: 3 clusters Score -2.050577e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -20506986.000000 Penalty: 5973.144531
	Iteration 2Q: 3 clusters Score -2.050699e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -20508746.000000 Penalty: 5973.144531
	Iteration 3Q: 3 clusters Score -2.050875e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -20511736.000000 Penalty: 5973.144531
	Iteration 4Q: 3 clusters Score -2.051174e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -20516850.000000 Penalty: 5973.144531
	Iteration 5F: 3 clusters Score -2.051685e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 121840 members 
Entering Unmasked Estep 
Score: -20525742.000000 Penalty: 5973.144531
	Iteration 6F: 3 clusters Score -2.052574e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -20537672.000000 Penalty: 5973.144531
	Iteration 7F: 3 clusters Score -2.053767e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 148670 members 
Entering Unmasked Estep 
Score: -20549642.000000 Penalty: 5973.144531
	Iteration 8F: 3 clusters Score -2.054964e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -20557164.000000 Penalty: 5973.144531
	Iteration 9F: 3 clusters Score -2.055716e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -20560744.000000 Penalty: 5973.144531
	Iteration 10Q: 3 clusters Score -2.056074e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 167197 members 
Entering Unmasked Estep 
Score: -20562398.000000 Penalty: 5973.144531
	Iteration 11Q: 3 clusters Score -2.05624e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -20563026.000000 Penalty: 5973.144531
	Iteration 12Q: 3 clusters Score -2.056303e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 168543 members 
Entering Unmasked Estep 
Score: -20563306.000000 Penalty: 5973.144531
	Iteration 13Q: 3 clusters Score -2.056331e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 168718 members 
Entering Unmasked Estep 
Score: -20563442.000000 Penalty: 5973.144531
	Iteration 14Q: 3 clusters Score -2.056344e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 168785 members 
Entering Unmasked Estep 
Score: -20563532.000000 Penalty: 5973.144531
	Iteration 15Q: 3 clusters Score -2.056353e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -20563598.000000 Penalty: 5973.144531
	Iteration 16Q: 3 clusters Score -2.05636e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -20563638.000000 Penalty: 5973.144531
	Iteration 17Q: 3 clusters Score -2.056364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -20563672.000000 Penalty: 5973.144531
	Iteration 18Q: 3 clusters Score -2.056367e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 168870 members 
Entering Unmasked Estep 
Score: -20563694.000000 Penalty: 5973.144531
	Iteration 19Q: 3 clusters Score -2.056369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 168873 members 
Entering Unmasked Estep 
Score: -20563732.000000 Penalty: 5973.144531
	Iteration 20F: 3 clusters Score -2.056373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 168881 members 
Entering Unmasked Estep 
Score: -20563742.000000 Penalty: 5973.144531
	Iteration 21Q: 3 clusters Score -2.056374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 168887 members 
Entering Unmasked Estep 
Score: -20563734.000000 Penalty: 5973.144531
	Iteration 22Q: 3 clusters Score -2.056373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 168889 members 
Entering Unmasked Estep 
Score: -20563734.000000 Penalty: 5973.144531
	Iteration 23Q: 3 clusters Score -2.056373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -20563730.000000 Penalty: 5973.144531
	Iteration 24Q: 3 clusters Score -2.056373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -20563758.000000 Penalty: 5973.144531
	Iteration 25Q: 3 clusters Score -2.056376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 168890 members 
Entering Unmasked Estep 
Score: -20563754.000000 Penalty: 5973.144531
	Iteration 26Q: 3 clusters Score -2.056375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 168888 members 
Entering Unmasked Estep 
Score: -20563764.000000 Penalty: 5973.144531
	Iteration 27Q: 3 clusters Score -2.056376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 168892 members 
Entering Unmasked Estep 
Score: -20563760.000000 Penalty: 5973.144531
	Iteration 28Q: 3 clusters Score -2.056376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -20563746.000000 Penalty: 5973.144531
	Iteration 29Q: 3 clusters Score -2.056375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 168894 members 
Entering Unmasked Estep 
Score: -20563744.000000 Penalty: 5973.144531
	Iteration 30Q: 3 clusters Score -2.056374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 168894 members 
Entering Unmasked Estep 
Score: -20563754.000000 Penalty: 5973.144531
	Iteration 31Q: 3 clusters Score -2.056375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -20563758.000000 Penalty: 5973.144531
	Iteration 32Q: 3 clusters Score -2.056376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -20563758.000000 Penalty: 5973.144531
	Iteration 33Q: 3 clusters Score -2.056376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 168894 members 
Entering Unmasked Estep 
Score: -20563762.000000 Penalty: 5973.144531
	Iteration 34Q: 3 clusters Score -2.056376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -20563740.000000 Penalty: 5973.144531
	Iteration 35Q: 3 clusters Score -2.056374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -20563740.000000 Penalty: 5973.144531
	Iteration 36Q: 3 clusters Score -2.056374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -20563750.000000 Penalty: 5973.144531
	Iteration 37Q: 3 clusters Score -2.056375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -20563740.000000 Penalty: 5973.144531
	Iteration 38Q: 3 clusters Score -2.056374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -20563746.000000 Penalty: 5973.144531
	Iteration 39Q: 3 clusters Score -2.056375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -20563746.000000 Penalty: 5973.144531
	Iteration 40F: 3 clusters Score -2.056375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Entering Unmasked Estep 
Score: -1224279.375000 Penalty: 2307.440430
	Iteration 0F: 2 clusters Score -1224279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1216014.250000 Penalty: 4614.880859
	Iteration 0F: 3 clusters Score -1216014 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1218665.000000 Penalty: 4614.880859
	Iteration 1F: 3 clusters Score -1218665 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1219236.500000 Penalty: 4614.880859
	Iteration 2F: 3 clusters Score -1219236 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1219799.375000 Penalty: 4614.880859
	Iteration 3F: 3 clusters Score -1219799 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1220243.125000 Penalty: 4614.880859
	Iteration 4F: 3 clusters Score -1220243 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1220576.750000 Penalty: 4614.880859
	Iteration 5F: 3 clusters Score -1220577 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1220801.500000 Penalty: 4614.880859
	Iteration 6Q: 3 clusters Score -1220802 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1220974.625000 Penalty: 4614.880859
	Iteration 7Q: 3 clusters Score -1220975 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1221110.250000 Penalty: 4614.880859
	Iteration 8Q: 3 clusters Score -1221110 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1221210.000000 Penalty: 4614.880859
	Iteration 9Q: 3 clusters Score -1221210 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1221313.375000 Penalty: 4614.880859
	Iteration 10Q: 3 clusters Score -1221313 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1221422.750000 Penalty: 4614.880859
	Iteration 11Q: 3 clusters Score -1221423 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1221517.125000 Penalty: 4614.880859
	Iteration 12Q: 3 clusters Score -1221517 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1221597.875000 Penalty: 4614.880859
	Iteration 13Q: 3 clusters Score -1221598 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1221689.125000 Penalty: 4614.880859
	Iteration 14Q: 3 clusters Score -1221689 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1221793.000000 Penalty: 4614.880859
	Iteration 15Q: 3 clusters Score -1221793 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1221919.500000 Penalty: 4614.880859
	Iteration 16Q: 3 clusters Score -1221920 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1222066.625000 Penalty: 4614.880859
	Iteration 17Q: 3 clusters Score -1222067 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1222186.375000 Penalty: 4614.880859
	Iteration 18Q: 3 clusters Score -1222186 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1222295.000000 Penalty: 4614.880859
	Iteration 19Q: 3 clusters Score -1222295 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1222359.375000 Penalty: 4614.880859
	Iteration 20F: 3 clusters Score -1222359 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1222407.750000 Penalty: 4614.880859
	Iteration 21Q: 3 clusters Score -1222408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1222441.125000 Penalty: 4614.880859
	Iteration 22Q: 3 clusters Score -1222441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1222467.750000 Penalty: 4614.880859
	Iteration 23Q: 3 clusters Score -1222468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1222499.000000 Penalty: 4614.880859
	Iteration 24Q: 3 clusters Score -1222499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1222530.875000 Penalty: 4614.880859
	Iteration 25Q: 3 clusters Score -1222531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1222557.875000 Penalty: 4614.880859
	Iteration 26Q: 3 clusters Score -1222558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1222594.000000 Penalty: 4614.880859
	Iteration 27Q: 3 clusters Score -1222594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1222641.375000 Penalty: 4614.880859
	Iteration 28Q: 3 clusters Score -1222641 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1222726.875000 Penalty: 4614.880859
	Iteration 29Q: 3 clusters Score -1222727 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1222844.875000 Penalty: 4614.880859
	Iteration 30Q: 3 clusters Score -1222845 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1222976.000000 Penalty: 4614.880859
	Iteration 31Q: 3 clusters Score -1222976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1223112.250000 Penalty: 4614.880859
	Iteration 32Q: 3 clusters Score -1223112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1223196.625000 Penalty: 4614.880859
	Iteration 33Q: 3 clusters Score -1223197 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1223248.875000 Penalty: 4614.880859
	Iteration 34Q: 3 clusters Score -1223249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1223267.875000 Penalty: 4614.880859
	Iteration 35Q: 3 clusters Score -1223268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1223278.750000 Penalty: 4614.880859
	Iteration 36Q: 3 clusters Score -1223279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1223289.625000 Penalty: 4614.880859
	Iteration 37Q: 3 clusters Score -1223290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1223293.750000 Penalty: 4614.880859
	Iteration 38Q: 3 clusters Score -1223294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1223298.500000 Penalty: 4614.880859
	Iteration 39Q: 3 clusters Score -1223298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1223299.625000 Penalty: 4614.880859
	Iteration 40F: 3 clusters Score -1223300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1223305.250000 Penalty: 4614.880859
	Iteration 41Q: 3 clusters Score -1223305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1223307.125000 Penalty: 4614.880859
	Iteration 42Q: 3 clusters Score -1223307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1223311.250000 Penalty: 4614.880859
	Iteration 43Q: 3 clusters Score -1223311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1223312.375000 Penalty: 4614.880859
	Iteration 44Q: 3 clusters Score -1223312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1223317.250000 Penalty: 4614.880859
	Iteration 45Q: 3 clusters Score -1223317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1223319.500000 Penalty: 4614.880859
	Iteration 46Q: 3 clusters Score -1223320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1223323.875000 Penalty: 4614.880859
	Iteration 47Q: 3 clusters Score -1223324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1223326.625000 Penalty: 4614.880859
	Iteration 48Q: 3 clusters Score -1223327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1223327.750000 Penalty: 4614.880859
	Iteration 49Q: 3 clusters Score -1223328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1223325.500000 Penalty: 4614.880859
	Iteration 50Q: 3 clusters Score -1223326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1223326.875000 Penalty: 4614.880859
	Iteration 51Q: 3 clusters Score -1223327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1223326.875000 Penalty: 4614.880859
	Iteration 52F: 3 clusters Score -1223327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24437.632812 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24437.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24526.921875 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24526.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24550.412109 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24550.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24559.748047 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24559.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24590.453125 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24590.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24617.378906 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24617.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24628.873047 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -24628.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24628.873047 Penalty: 2732.656738
	Iteration 7F: 3 clusters Score -24628.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -117177.265625 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -117177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115233.695312 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -115233.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -115593.468750 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -115593.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115712.617188 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -115712.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -115791.554688 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -115791.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115848.968750 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -115849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115891.062500 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -115891.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115925.695312 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -115925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115946.570312 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -115946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115961.398438 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -115961.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115978.937500 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -115978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115985.968750 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -115986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115988.679688 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -115988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115991.609375 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -115991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -115995.750000 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -115995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115997.914062 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -115997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -115998.796875 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -115998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -115999.140625 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -115999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -115999.140625 Penalty: 3458.877441
	Iteration 17F: 3 clusters Score -115999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (83046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Entering Unmasked Estep 
Score: -9834926.000000 Penalty: 2809.133301
	Iteration 0F: 2 clusters Score -9834926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -9779471.000000 Penalty: 5618.266602
	Iteration 0F: 3 clusters Score -9779471 nChanged 39155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -9801957.000000 Penalty: 5618.266602
	Iteration 1F: 3 clusters Score -9801957 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -9802942.000000 Penalty: 5618.266602
	Iteration 2Q: 3 clusters Score -9802942 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -9803929.000000 Penalty: 5618.266602
	Iteration 3Q: 3 clusters Score -9803929 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -9805082.000000 Penalty: 5618.266602
	Iteration 4Q: 3 clusters Score -9805082 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -9806435.000000 Penalty: 5618.266602
	Iteration 5Q: 3 clusters Score -9806435 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -9808044.000000 Penalty: 5618.266602
	Iteration 6Q: 3 clusters Score -9808044 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9809754.000000 Penalty: 5618.266602
	Iteration 7Q: 3 clusters Score -9809754 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -9811555.000000 Penalty: 5618.266602
	Iteration 8Q: 3 clusters Score -9811555 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -9813298.000000 Penalty: 5618.266602
	Iteration 9Q: 3 clusters Score -9813298 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -9814839.000000 Penalty: 5618.266602
	Iteration 10Q: 3 clusters Score -9814839 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -9816244.000000 Penalty: 5618.266602
	Iteration 11Q: 3 clusters Score -9816244 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -9817758.000000 Penalty: 5618.266602
	Iteration 12Q: 3 clusters Score -9817758 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -9819362.000000 Penalty: 5618.266602
	Iteration 13Q: 3 clusters Score -9819362 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -9821187.000000 Penalty: 5618.266602
	Iteration 14Q: 3 clusters Score -9821187 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -9823268.000000 Penalty: 5618.266602
	Iteration 15Q: 3 clusters Score -9823268 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -9825408.000000 Penalty: 5618.266602
	Iteration 16Q: 3 clusters Score -9825408 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -9827433.000000 Penalty: 5618.266602
	Iteration 17Q: 3 clusters Score -9827433 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -9829067.000000 Penalty: 5618.266602
	Iteration 18Q: 3 clusters Score -9829067 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -9830343.000000 Penalty: 5618.266602
	Iteration 19Q: 3 clusters Score -9830343 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -9831120.000000 Penalty: 5618.266602
	Iteration 20F: 3 clusters Score -9831120 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9831612.000000 Penalty: 5618.266602
	Iteration 21Q: 3 clusters Score -9831612 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9831914.000000 Penalty: 5618.266602
	Iteration 22Q: 3 clusters Score -9831914 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9832110.000000 Penalty: 5618.266602
	Iteration 23Q: 3 clusters Score -9832110 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9832207.000000 Penalty: 5618.266602
	Iteration 24Q: 3 clusters Score -9832207 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9832293.000000 Penalty: 5618.266602
	Iteration 25Q: 3 clusters Score -9832293 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -9832372.000000 Penalty: 5618.266602
	Iteration 26Q: 3 clusters Score -9832372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9832415.000000 Penalty: 5618.266602
	Iteration 27Q: 3 clusters Score -9832415 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9832460.000000 Penalty: 5618.266602
	Iteration 28Q: 3 clusters Score -9832460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9832499.000000 Penalty: 5618.266602
	Iteration 29Q: 3 clusters Score -9832499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9832522.000000 Penalty: 5618.266602
	Iteration 30Q: 3 clusters Score -9832522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9832551.000000 Penalty: 5618.266602
	Iteration 31Q: 3 clusters Score -9832551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9832570.000000 Penalty: 5618.266602
	Iteration 32Q: 3 clusters Score -9832570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9832582.000000 Penalty: 5618.266602
	Iteration 33Q: 3 clusters Score -9832582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9832593.000000 Penalty: 5618.266602
	Iteration 34Q: 3 clusters Score -9832593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9832597.000000 Penalty: 5618.266602
	Iteration 35Q: 3 clusters Score -9832597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9832600.000000 Penalty: 5618.266602
	Iteration 36Q: 3 clusters Score -9832600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9832617.000000 Penalty: 5618.266602
	Iteration 37Q: 3 clusters Score -9832617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9832608.000000 Penalty: 5618.266602
	Iteration 38Q: 3 clusters Score -9832608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9832606.000000 Penalty: 5618.266602
	Iteration 39Q: 3 clusters Score -9832606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9832629.000000 Penalty: 5618.266602
	Iteration 40F: 3 clusters Score -9832629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9832628.000000 Penalty: 5618.266602
	Iteration 41Q: 3 clusters Score -9832628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9832627.000000 Penalty: 5618.266602
	Iteration 42Q: 3 clusters Score -9832627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9832624.000000 Penalty: 5618.266602
	Iteration 43Q: 3 clusters Score -9832624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9832641.000000 Penalty: 5618.266602
	Iteration 44Q: 3 clusters Score -9832641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9832643.000000 Penalty: 5618.266602
	Iteration 45Q: 3 clusters Score -9832643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9832644.000000 Penalty: 5618.266602
	Iteration 46Q: 3 clusters Score -9832644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9832641.000000 Penalty: 5618.266602
	Iteration 47Q: 3 clusters Score -9832641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9832651.000000 Penalty: 5618.266602
	Iteration 48Q: 3 clusters Score -9832651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9832658.000000 Penalty: 5618.266602
	Iteration 49Q: 3 clusters Score -9832658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9832654.000000 Penalty: 5618.266602
	Iteration 50Q: 3 clusters Score -9832654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9832652.000000 Penalty: 5618.266602
	Iteration 51Q: 3 clusters Score -9832652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9832650.000000 Penalty: 5618.266602
	Iteration 52Q: 3 clusters Score -9832650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9832644.000000 Penalty: 5618.266602
	Iteration 53Q: 3 clusters Score -9832644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9832651.000000 Penalty: 5618.266602
	Iteration 54Q: 3 clusters Score -9832651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9832653.000000 Penalty: 5618.266602
	Iteration 55Q: 3 clusters Score -9832653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9832652.000000 Penalty: 5618.266602
	Iteration 56Q: 3 clusters Score -9832652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9832659.000000 Penalty: 5618.266602
	Iteration 57Q: 3 clusters Score -9832659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9832666.000000 Penalty: 5618.266602
	Iteration 58Q: 3 clusters Score -9832666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9832665.000000 Penalty: 5618.266602
	Iteration 59Q: 3 clusters Score -9832665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9832670.000000 Penalty: 5618.266602
	Iteration 60F: 3 clusters Score -9832670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Entering Unmasked Estep 
Score: -3514824.750000 Penalty: 2563.364258
	Iteration 0F: 2 clusters Score -3514825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3493835.500000 Penalty: 5126.728516
	Iteration 0F: 3 clusters Score -3493836 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3501395.750000 Penalty: 5126.728516
	Iteration 1F: 3 clusters Score -3501396 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3501956.000000 Penalty: 5126.728516
	Iteration 2Q: 3 clusters Score -3501956 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3502550.000000 Penalty: 5126.728516
	Iteration 3Q: 3 clusters Score -3502550 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3503261.750000 Penalty: 5126.728516
	Iteration 4Q: 3 clusters Score -3503262 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3504071.500000 Penalty: 5126.728516
	Iteration 5Q: 3 clusters Score -3504072 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3504980.500000 Penalty: 5126.728516
	Iteration 6F: 3 clusters Score -3504980 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3506049.750000 Penalty: 5126.728516
	Iteration 7F: 3 clusters Score -3506050 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3507241.000000 Penalty: 5126.728516
	Iteration 8F: 3 clusters Score -3507241 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3508520.250000 Penalty: 5126.728516
	Iteration 9F: 3 clusters Score -3508520 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3509762.000000 Penalty: 5126.728516
	Iteration 10F: 3 clusters Score -3509762 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3510769.000000 Penalty: 5126.728516
	Iteration 11Q: 3 clusters Score -3510769 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3511530.750000 Penalty: 5126.728516
	Iteration 12Q: 3 clusters Score -3511531 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3512254.250000 Penalty: 5126.728516
	Iteration 13Q: 3 clusters Score -3512254 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3512973.250000 Penalty: 5126.728516
	Iteration 14Q: 3 clusters Score -3512973 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3513302.750000 Penalty: 5126.728516
	Iteration 15Q: 3 clusters Score -3513303 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3513423.750000 Penalty: 5126.728516
	Iteration 16Q: 3 clusters Score -3513424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3513488.750000 Penalty: 5126.728516
	Iteration 17Q: 3 clusters Score -3513489 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3513540.000000 Penalty: 5126.728516
	Iteration 18Q: 3 clusters Score -3513540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3513563.750000 Penalty: 5126.728516
	Iteration 19Q: 3 clusters Score -3513564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3513576.750000 Penalty: 5126.728516
	Iteration 20F: 3 clusters Score -3513577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3513604.500000 Penalty: 5126.728516
	Iteration 21Q: 3 clusters Score -3513604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3513615.750000 Penalty: 5126.728516
	Iteration 22Q: 3 clusters Score -3513616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3513621.000000 Penalty: 5126.728516
	Iteration 23Q: 3 clusters Score -3513621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3513625.750000 Penalty: 5126.728516
	Iteration 24Q: 3 clusters Score -3513626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3513637.250000 Penalty: 5126.728516
	Iteration 25Q: 3 clusters Score -3513637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3513637.750000 Penalty: 5126.728516
	Iteration 26Q: 3 clusters Score -3513638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3513637.750000 Penalty: 5126.728516
	Iteration 27Q: 3 clusters Score -3513638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3513641.500000 Penalty: 5126.728516
	Iteration 28Q: 3 clusters Score -3513642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3513642.250000 Penalty: 5126.728516
	Iteration 29Q: 3 clusters Score -3513642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3513646.250000 Penalty: 5126.728516
	Iteration 30Q: 3 clusters Score -3513646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3513646.250000 Penalty: 5126.728516
	Iteration 31F: 3 clusters Score -3513646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 112929 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 25770 members 
Mstep: Class 5 contains 16481 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 117339 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 51256 members 
Mstep: Class 11 contains 18488 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 105538 members 
Mstep: Class 14 contains 126310 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38398 members 
Mstep: Class 17 contains 233107 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 20275 members 
Mstep: Class 20 contains 155950 members 
Mstep: Class 21 contains 193809 members 
Mstep: Class 22 contains 98200 members 
Mstep: Class 23 contains 48215 members 
Mstep: Class 24 contains 21714 members 
Mstep: Class 25 contains 169843 members 
Mstep: Class 26 contains 10984 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83046 members 
Mstep: Class 30 contains 30827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205533328.000000 Penalty: 107098.679688
Iteration 79Q: 31 clusters Score -2.055333e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 112855 members 
Mstep: Class 3 contains 30123 members 
Mstep: Class 4 contains 25792 members 
Mstep: Class 5 contains 16463 members 
Mstep: Class 6 contains 10331 members 
Mstep: Class 7 contains 24163 members 
Mstep: Class 8 contains 117272 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 51767 members 
Mstep: Class 11 contains 18473 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 104035 members 
Mstep: Class 14 contains 127993 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38309 members 
Mstep: Class 17 contains 233559 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 20213 members 
Mstep: Class 20 contains 156050 members 
Mstep: Class 21 contains 193044 members 
Mstep: Class 22 contains 98228 members 
Mstep: Class 23 contains 48165 members 
Mstep: Class 24 contains 21768 members 
Mstep: Class 25 contains 169823 members 
Mstep: Class 26 contains 11138 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 83010 members 
Mstep: Class 30 contains 30799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205534464.000000 Penalty: 107098.679688
Iteration 80F: 31 clusters Score -2.055345e+08 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 112787 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 25778 members 
Mstep: Class 5 contains 16436 members 
Mstep: Class 6 contains 10633 members 
Mstep: Class 7 contains 24159 members 
Mstep: Class 8 contains 117207 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 52306 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 102422 members 
Mstep: Class 14 contains 129688 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38219 members 
Mstep: Class 17 contains 234037 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 20131 members 
Mstep: Class 20 contains 156186 members 
Mstep: Class 21 contains 192236 members 
Mstep: Class 22 contains 98300 members 
Mstep: Class 23 contains 48096 members 
Mstep: Class 24 contains 21824 members 
Mstep: Class 25 contains 169814 members 
Mstep: Class 26 contains 11316 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82962 members 
Mstep: Class 30 contains 30733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205535872.000000 Penalty: 107098.679688
Iteration 81Q: 31 clusters Score -2.055359e+08 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 112732 members 
Mstep: Class 3 contains 30105 members 
Mstep: Class 4 contains 25751 members 
Mstep: Class 5 contains 16413 members 
Mstep: Class 6 contains 10921 members 
Mstep: Class 7 contains 24173 members 
Mstep: Class 8 contains 117130 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 52840 members 
Mstep: Class 11 contains 18434 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 100807 members 
Mstep: Class 14 contains 131451 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38146 members 
Mstep: Class 17 contains 234446 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 20060 members 
Mstep: Class 20 contains 156311 members 
Mstep: Class 21 contains 191399 members 
Mstep: Class 22 contains 98330 members 
Mstep: Class 23 contains 48061 members 
Mstep: Class 24 contains 21855 members 
Mstep: Class 25 contains 169822 members 
Mstep: Class 26 contains 11499 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82918 members 
Mstep: Class 30 contains 30683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205536768.000000 Penalty: 107098.679688
Iteration 82Q: 31 clusters Score -2.055368e+08 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 112653 members 
Mstep: Class 3 contains 30120 members 
Mstep: Class 4 contains 25759 members 
Mstep: Class 5 contains 16405 members 
Mstep: Class 6 contains 11183 members 
Mstep: Class 7 contains 24182 members 
Mstep: Class 8 contains 117085 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 53359 members 
Mstep: Class 11 contains 18426 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 99204 members 
Mstep: Class 14 contains 133228 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 234797 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 19978 members 
Mstep: Class 20 contains 156436 members 
Mstep: Class 21 contains 190561 members 
Mstep: Class 22 contains 98362 members 
Mstep: Class 23 contains 48005 members 
Mstep: Class 24 contains 21883 members 
Mstep: Class 25 contains 169814 members 
Mstep: Class 26 contains 11693 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82885 members 
Mstep: Class 30 contains 30657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537584.000000 Penalty: 107098.679688
Iteration 83Q: 31 clusters Score -2.055376e+08 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 112606 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 25762 members 
Mstep: Class 5 contains 16388 members 
Mstep: Class 6 contains 11387 members 
Mstep: Class 7 contains 24204 members 
Mstep: Class 8 contains 117049 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 53874 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 97625 members 
Mstep: Class 14 contains 135044 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37994 members 
Mstep: Class 17 contains 235101 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 156510 members 
Mstep: Class 21 contains 189739 members 
Mstep: Class 22 contains 98405 members 
Mstep: Class 23 contains 47942 members 
Mstep: Class 24 contains 21923 members 
Mstep: Class 25 contains 169827 members 
Mstep: Class 26 contains 11856 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82860 members 
Mstep: Class 30 contains 30643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538864.000000 Penalty: 107098.679688
Iteration 84Q: 31 clusters Score -2.055389e+08 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 112568 members 
Mstep: Class 3 contains 30084 members 
Mstep: Class 4 contains 25766 members 
Mstep: Class 5 contains 16378 members 
Mstep: Class 6 contains 11533 members 
Mstep: Class 7 contains 24228 members 
Mstep: Class 8 contains 117013 members 
Mstep: Class 9 contains 5599 members 
Mstep: Class 10 contains 54306 members 
Mstep: Class 11 contains 18420 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 96098 members 
Mstep: Class 14 contains 136801 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37934 members 
Mstep: Class 17 contains 235454 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 19816 members 
Mstep: Class 20 contains 156539 members 
Mstep: Class 21 contains 188945 members 
Mstep: Class 22 contains 98468 members 
Mstep: Class 23 contains 47910 members 
Mstep: Class 24 contains 21962 members 
Mstep: Class 25 contains 169862 members 
Mstep: Class 26 contains 12015 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82834 members 
Mstep: Class 30 contains 30629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539424.000000 Penalty: 107098.679688
Iteration 85Q: 31 clusters Score -2.055394e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 112548 members 
Mstep: Class 3 contains 30083 members 
Mstep: Class 4 contains 25772 members 
Mstep: Class 5 contains 16375 members 
Mstep: Class 6 contains 11655 members 
Mstep: Class 7 contains 24238 members 
Mstep: Class 8 contains 116961 members 
Mstep: Class 9 contains 5614 members 
Mstep: Class 10 contains 54785 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 94577 members 
Mstep: Class 14 contains 138473 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37852 members 
Mstep: Class 17 contains 235749 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 19755 members 
Mstep: Class 20 contains 156612 members 
Mstep: Class 21 contains 188175 members 
Mstep: Class 22 contains 98516 members 
Mstep: Class 23 contains 47882 members 
Mstep: Class 24 contains 21989 members 
Mstep: Class 25 contains 169909 members 
Mstep: Class 26 contains 12180 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82810 members 
Mstep: Class 30 contains 30605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540400.000000 Penalty: 107098.679688
Iteration 86Q: 31 clusters Score -2.055404e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 112486 members 
Mstep: Class 3 contains 30088 members 
Mstep: Class 4 contains 25791 members 
Mstep: Class 5 contains 16370 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 24243 members 
Mstep: Class 8 contains 116858 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 55242 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 93108 members 
Mstep: Class 14 contains 140117 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37773 members 
Mstep: Class 17 contains 236051 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 19677 members 
Mstep: Class 20 contains 156739 members 
Mstep: Class 21 contains 187465 members 
Mstep: Class 22 contains 98570 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 22000 members 
Mstep: Class 25 contains 169940 members 
Mstep: Class 26 contains 12342 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82788 members 
Mstep: Class 30 contains 30588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541216.000000 Penalty: 107098.679688
Iteration 87Q: 31 clusters Score -2.055412e+08 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 112433 members 
Mstep: Class 3 contains 30115 members 
Mstep: Class 4 contains 25800 members 
Mstep: Class 5 contains 16364 members 
Mstep: Class 6 contains 11823 members 
Mstep: Class 7 contains 24261 members 
Mstep: Class 8 contains 116765 members 
Mstep: Class 9 contains 5615 members 
Mstep: Class 10 contains 55679 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 91569 members 
Mstep: Class 14 contains 141752 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37716 members 
Mstep: Class 17 contains 236306 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 19602 members 
Mstep: Class 20 contains 156813 members 
Mstep: Class 21 contains 186814 members 
Mstep: Class 22 contains 98601 members 
Mstep: Class 23 contains 47823 members 
Mstep: Class 24 contains 22037 members 
Mstep: Class 25 contains 169963 members 
Mstep: Class 26 contains 12516 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82761 members 
Mstep: Class 30 contains 30587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541776.000000 Penalty: 107098.679688
Iteration 88Q: 31 clusters Score -2.055418e+08 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 112391 members 
Mstep: Class 3 contains 30112 members 
Mstep: Class 4 contains 25804 members 
Mstep: Class 5 contains 16362 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 24292 members 
Mstep: Class 8 contains 116666 members 
Mstep: Class 9 contains 5607 members 
Mstep: Class 10 contains 56068 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 90115 members 
Mstep: Class 14 contains 143334 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37666 members 
Mstep: Class 17 contains 236587 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 19539 members 
Mstep: Class 20 contains 156823 members 
Mstep: Class 21 contains 186216 members 
Mstep: Class 22 contains 98632 members 
Mstep: Class 23 contains 47815 members 
Mstep: Class 24 contains 22082 members 
Mstep: Class 25 contains 170004 members 
Mstep: Class 26 contains 12660 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82734 members 
Mstep: Class 30 contains 30577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205542720.000000 Penalty: 107098.679688
Iteration 89Q: 31 clusters Score -2.055427e+08 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 112352 members 
Mstep: Class 3 contains 30106 members 
Mstep: Class 4 contains 25824 members 
Mstep: Class 5 contains 16350 members 
Mstep: Class 6 contains 11920 members 
Mstep: Class 7 contains 24326 members 
Mstep: Class 8 contains 116617 members 
Mstep: Class 9 contains 5597 members 
Mstep: Class 10 contains 56487 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 88711 members 
Mstep: Class 14 contains 144893 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37612 members 
Mstep: Class 17 contains 236888 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 19473 members 
Mstep: Class 20 contains 156807 members 
Mstep: Class 21 contains 185565 members 
Mstep: Class 22 contains 98653 members 
Mstep: Class 23 contains 47795 members 
Mstep: Class 24 contains 22128 members 
Mstep: Class 25 contains 170036 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82692 members 
Mstep: Class 30 contains 30572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205542944.000000 Penalty: 107098.679688
Iteration 90Q: 31 clusters Score -2.055429e+08 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 112326 members 
Mstep: Class 3 contains 30106 members 
Mstep: Class 4 contains 25868 members 
Mstep: Class 5 contains 16339 members 
Mstep: Class 6 contains 11945 members 
Mstep: Class 7 contains 24353 members 
Mstep: Class 8 contains 116551 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 56874 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 87454 members 
Mstep: Class 14 contains 146487 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37555 members 
Mstep: Class 17 contains 237176 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 19414 members 
Mstep: Class 20 contains 156630 members 
Mstep: Class 21 contains 184941 members 
Mstep: Class 22 contains 98676 members 
Mstep: Class 23 contains 47755 members 
Mstep: Class 24 contains 22154 members 
Mstep: Class 25 contains 170071 members 
Mstep: Class 26 contains 12923 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82668 members 
Mstep: Class 30 contains 30545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205543904.000000 Penalty: 107098.679688
Iteration 91Q: 31 clusters Score -2.055439e+08 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 112293 members 
Mstep: Class 3 contains 30110 members 
Mstep: Class 4 contains 25891 members 
Mstep: Class 5 contains 16334 members 
Mstep: Class 6 contains 11977 members 
Mstep: Class 7 contains 24397 members 
Mstep: Class 8 contains 116508 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 57222 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 86232 members 
Mstep: Class 14 contains 148103 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37501 members 
Mstep: Class 17 contains 237436 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 19349 members 
Mstep: Class 20 contains 156360 members 
Mstep: Class 21 contains 184335 members 
Mstep: Class 22 contains 98714 members 
Mstep: Class 23 contains 47722 members 
Mstep: Class 24 contains 22186 members 
Mstep: Class 25 contains 170118 members 
Mstep: Class 26 contains 13057 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82652 members 
Mstep: Class 30 contains 30510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205544976.000000 Penalty: 107098.679688
Iteration 92Q: 31 clusters Score -2.05545e+08 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 112270 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 25921 members 
Mstep: Class 5 contains 16333 members 
Mstep: Class 6 contains 11975 members 
Mstep: Class 7 contains 24437 members 
Mstep: Class 8 contains 116458 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 57612 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 85185 members 
Mstep: Class 14 contains 149688 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37449 members 
Mstep: Class 17 contains 237687 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 19296 members 
Mstep: Class 20 contains 155961 members 
Mstep: Class 21 contains 183746 members 
Mstep: Class 22 contains 98720 members 
Mstep: Class 23 contains 47697 members 
Mstep: Class 24 contains 22222 members 
Mstep: Class 25 contains 170144 members 
Mstep: Class 26 contains 13153 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82624 members 
Mstep: Class 30 contains 30469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205546112.000000 Penalty: 107098.679688
Iteration 93Q: 31 clusters Score -2.055461e+08 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 112221 members 
Mstep: Class 3 contains 30097 members 
Mstep: Class 4 contains 25949 members 
Mstep: Class 5 contains 16342 members 
Mstep: Class 6 contains 11979 members 
Mstep: Class 7 contains 24479 members 
Mstep: Class 8 contains 116423 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 58012 members 
Mstep: Class 11 contains 18309 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 84220 members 
Mstep: Class 14 contains 151302 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37391 members 
Mstep: Class 17 contains 237941 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 155430 members 
Mstep: Class 21 contains 183187 members 
Mstep: Class 22 contains 98737 members 
Mstep: Class 23 contains 47659 members 
Mstep: Class 24 contains 22264 members 
Mstep: Class 25 contains 170173 members 
Mstep: Class 26 contains 13248 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 82592 members 
Mstep: Class 30 contains 30431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205546864.000000 Penalty: 107098.679688
Iteration 94Q: 31 clusters Score -2.055469e+08 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 112189 members 
Mstep: Class 3 contains 30093 members 
Mstep: Class 4 contains 25967 members 
Mstep: Class 5 contains 16349 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 24538 members 
Mstep: Class 8 contains 116374 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 58403 members 
Mstep: Class 11 contains 18298 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 83348 members 
Mstep: Class 14 contains 152892 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 37331 members 
Mstep: Class 17 contains 238159 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 154794 members 
Mstep: Class 21 contains 182682 members 
Mstep: Class 22 contains 98721 members 
Mstep: Class 23 contains 47631 members 
Mstep: Class 24 contains 22292 members 
Mstep: Class 25 contains 170204 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 82571 members 
Mstep: Class 30 contains 30390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205546992.000000 Penalty: 107098.679688
Iteration 95Q: 31 clusters Score -2.05547e+08 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 112157 members 
Mstep: Class 3 contains 30097 members 
Mstep: Class 4 contains 25985 members 
Mstep: Class 5 contains 16347 members 
Mstep: Class 6 contains 11953 members 
Mstep: Class 7 contains 24599 members 
Mstep: Class 8 contains 116343 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 58771 members 
Mstep: Class 11 contains 18300 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 82487 members 
Mstep: Class 14 contains 154426 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 17 contains 238370 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 19172 members 
Mstep: Class 20 contains 154153 members 
Mstep: Class 21 contains 182250 members 
Mstep: Class 22 contains 98682 members 
Mstep: Class 23 contains 47616 members 
Mstep: Class 24 contains 22336 members 
Mstep: Class 25 contains 170242 members 
Mstep: Class 26 contains 13414 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82544 members 
Mstep: Class 30 contains 30362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205547296.000000 Penalty: 107098.679688
Iteration 96Q: 31 clusters Score -2.055473e+08 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 112113 members 
Mstep: Class 3 contains 30115 members 
Mstep: Class 4 contains 26016 members 
Mstep: Class 5 contains 16348 members 
Mstep: Class 6 contains 11950 members 
Mstep: Class 7 contains 24665 members 
Mstep: Class 8 contains 116299 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 59139 members 
Mstep: Class 11 contains 18305 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 81728 members 
Mstep: Class 14 contains 155840 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 37203 members 
Mstep: Class 17 contains 238573 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 19127 members 
Mstep: Class 20 contains 153579 members 
Mstep: Class 21 contains 181786 members 
Mstep: Class 22 contains 98637 members 
Mstep: Class 23 contains 47588 members 
Mstep: Class 24 contains 22373 members 
Mstep: Class 25 contains 170259 members 
Mstep: Class 26 contains 13463 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82527 members 
Mstep: Class 30 contains 30334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205547312.000000 Penalty: 107098.679688
Iteration 97Q: 31 clusters Score -2.055473e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 112079 members 
Mstep: Class 3 contains 30132 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 16360 members 
Mstep: Class 6 contains 11936 members 
Mstep: Class 7 contains 24728 members 
Mstep: Class 8 contains 116252 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 59474 members 
Mstep: Class 11 contains 18299 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 81034 members 
Mstep: Class 14 contains 157129 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 37145 members 
Mstep: Class 17 contains 238760 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 19092 members 
Mstep: Class 20 contains 153053 members 
Mstep: Class 21 contains 181379 members 
Mstep: Class 22 contains 98592 members 
Mstep: Class 23 contains 47570 members 
Mstep: Class 24 contains 22412 members 
Mstep: Class 25 contains 170272 members 
Mstep: Class 26 contains 13515 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82503 members 
Mstep: Class 30 contains 30293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205547584.000000 Penalty: 107098.679688
Iteration 98Q: 31 clusters Score -2.055476e+08 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 112038 members 
Mstep: Class 3 contains 30137 members 
Mstep: Class 4 contains 26088 members 
Mstep: Class 5 contains 16360 members 
Mstep: Class 6 contains 11931 members 
Mstep: Class 7 contains 24785 members 
Mstep: Class 8 contains 116219 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 59771 members 
Mstep: Class 11 contains 18301 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 80324 members 
Mstep: Class 14 contains 158348 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 37095 members 
Mstep: Class 17 contains 238894 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 19059 members 
Mstep: Class 20 contains 152629 members 
Mstep: Class 21 contains 181007 members 
Mstep: Class 22 contains 98558 members 
Mstep: Class 23 contains 47554 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 25 contains 170301 members 
Mstep: Class 26 contains 13555 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82480 members 
Mstep: Class 30 contains 30272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205547920.000000 Penalty: 107098.679688
Iteration 99Q: 31 clusters Score -2.055479e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 112011 members 
Mstep: Class 3 contains 30152 members 
Mstep: Class 4 contains 26109 members 
Mstep: Class 5 contains 16358 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 24847 members 
Mstep: Class 8 contains 116204 members 
Mstep: Class 9 contains 5597 members 
Mstep: Class 10 contains 60072 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 79626 members 
Mstep: Class 14 contains 159460 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 37059 members 
Mstep: Class 17 contains 239000 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 19018 members 
Mstep: Class 20 contains 152258 members 
Mstep: Class 21 contains 180665 members 
Mstep: Class 22 contains 98496 members 
Mstep: Class 23 contains 47539 members 
Mstep: Class 24 contains 22465 members 
Mstep: Class 25 contains 170329 members 
Mstep: Class 26 contains 13591 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82467 members 
Mstep: Class 30 contains 30253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205548608.000000 Penalty: 107098.679688
Iteration 100F: 31 clusters Score -2.055486e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 111955 members 
Mstep: Class 3 contains 30154 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 16365 members 
Mstep: Class 6 contains 11953 members 
Mstep: Class 7 contains 24921 members 
Mstep: Class 8 contains 116191 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 60362 members 
Mstep: Class 11 contains 18312 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 78909 members 
Mstep: Class 14 contains 160456 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 37015 members 
Mstep: Class 17 contains 239100 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 18991 members 
Mstep: Class 20 contains 151978 members 
Mstep: Class 21 contains 180311 members 
Mstep: Class 22 contains 98445 members 
Mstep: Class 23 contains 47527 members 
Mstep: Class 24 contains 22511 members 
Mstep: Class 25 contains 170372 members 
Mstep: Class 26 contains 13631 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82456 members 
Mstep: Class 30 contains 30240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205549136.000000 Penalty: 107098.679688
Iteration 101Q: 31 clusters Score -2.055491e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 111921 members 
Mstep: Class 3 contains 30172 members 
Mstep: Class 4 contains 26154 members 
Mstep: Class 5 contains 16371 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 25016 members 
Mstep: Class 8 contains 116174 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 60643 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 78210 members 
Mstep: Class 14 contains 161314 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36973 members 
Mstep: Class 17 contains 239156 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 18957 members 
Mstep: Class 20 contains 151820 members 
Mstep: Class 21 contains 179991 members 
Mstep: Class 22 contains 98365 members 
Mstep: Class 23 contains 47511 members 
Mstep: Class 24 contains 22538 members 
Mstep: Class 25 contains 170409 members 
Mstep: Class 26 contains 13677 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82447 members 
Mstep: Class 30 contains 30216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205549296.000000 Penalty: 107098.679688
Iteration 102Q: 31 clusters Score -2.055493e+08 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 111912 members 
Mstep: Class 3 contains 30175 members 
Mstep: Class 4 contains 26176 members 
Mstep: Class 5 contains 16370 members 
Mstep: Class 6 contains 11993 members 
Mstep: Class 7 contains 25094 members 
Mstep: Class 8 contains 116172 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 60931 members 
Mstep: Class 11 contains 18354 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 77525 members 
Mstep: Class 14 contains 162017 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36944 members 
Mstep: Class 17 contains 239207 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 18926 members 
Mstep: Class 20 contains 151809 members 
Mstep: Class 21 contains 179652 members 
Mstep: Class 22 contains 98294 members 
Mstep: Class 23 contains 47495 members 
Mstep: Class 24 contains 22545 members 
Mstep: Class 25 contains 170435 members 
Mstep: Class 26 contains 13721 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82436 members 
Mstep: Class 30 contains 30193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205549840.000000 Penalty: 107098.679688
Iteration 103Q: 31 clusters Score -2.055498e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 111880 members 
Mstep: Class 3 contains 30177 members 
Mstep: Class 4 contains 26184 members 
Mstep: Class 5 contains 16367 members 
Mstep: Class 6 contains 12018 members 
Mstep: Class 7 contains 25153 members 
Mstep: Class 8 contains 116176 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 61219 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 76855 members 
Mstep: Class 14 contains 162614 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36912 members 
Mstep: Class 17 contains 239270 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 18901 members 
Mstep: Class 20 contains 151911 members 
Mstep: Class 21 contains 179318 members 
Mstep: Class 22 contains 98209 members 
Mstep: Class 23 contains 47485 members 
Mstep: Class 24 contains 22564 members 
Mstep: Class 25 contains 170455 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82421 members 
Mstep: Class 30 contains 30175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205550096.000000 Penalty: 107098.679688
Iteration 104Q: 31 clusters Score -2.055501e+08 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 111832 members 
Mstep: Class 3 contains 30186 members 
Mstep: Class 4 contains 26186 members 
Mstep: Class 5 contains 16372 members 
Mstep: Class 6 contains 12033 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 116185 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 61482 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 76218 members 
Mstep: Class 14 contains 163053 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36882 members 
Mstep: Class 17 contains 239354 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 152134 members 
Mstep: Class 21 contains 178996 members 
Mstep: Class 22 contains 98155 members 
Mstep: Class 23 contains 47475 members 
Mstep: Class 24 contains 22581 members 
Mstep: Class 25 contains 170484 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82419 members 
Mstep: Class 30 contains 30171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205550960.000000 Penalty: 107098.679688
Iteration 105Q: 31 clusters Score -2.05551e+08 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 111763 members 
Mstep: Class 3 contains 30204 members 
Mstep: Class 4 contains 26187 members 
Mstep: Class 5 contains 16368 members 
Mstep: Class 6 contains 12040 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 116167 members 
Mstep: Class 9 contains 5639 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 18388 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 75608 members 
Mstep: Class 14 contains 163458 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36849 members 
Mstep: Class 17 contains 239402 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 18808 members 
Mstep: Class 20 contains 152414 members 
Mstep: Class 21 contains 178726 members 
Mstep: Class 22 contains 98133 members 
Mstep: Class 23 contains 47459 members 
Mstep: Class 24 contains 22587 members 
Mstep: Class 25 contains 170506 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82430 members 
Mstep: Class 30 contains 30165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205551088.000000 Penalty: 107098.679688
Iteration 106Q: 31 clusters Score -2.055511e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 111692 members 
Mstep: Class 3 contains 30209 members 
Mstep: Class 4 contains 26187 members 
Mstep: Class 5 contains 16373 members 
Mstep: Class 6 contains 12061 members 
Mstep: Class 7 contains 25257 members 
Mstep: Class 8 contains 116160 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 62042 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 75020 members 
Mstep: Class 14 contains 163753 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36825 members 
Mstep: Class 17 contains 239444 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 18774 members 
Mstep: Class 20 contains 152704 members 
Mstep: Class 21 contains 178455 members 
Mstep: Class 22 contains 98122 members 
Mstep: Class 23 contains 47447 members 
Mstep: Class 24 contains 22601 members 
Mstep: Class 25 contains 170528 members 
Mstep: Class 26 contains 13888 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82430 members 
Mstep: Class 30 contains 30162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205551216.000000 Penalty: 107098.679688
Iteration 107Q: 31 clusters Score -2.055512e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 111637 members 
Mstep: Class 3 contains 30218 members 
Mstep: Class 4 contains 26186 members 
Mstep: Class 5 contains 16375 members 
Mstep: Class 6 contains 12072 members 
Mstep: Class 7 contains 25308 members 
Mstep: Class 8 contains 116149 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 62315 members 
Mstep: Class 11 contains 18417 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 74399 members 
Mstep: Class 14 contains 163962 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36801 members 
Mstep: Class 17 contains 239484 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 18744 members 
Mstep: Class 20 contains 153116 members 
Mstep: Class 21 contains 178178 members 
Mstep: Class 22 contains 98104 members 
Mstep: Class 23 contains 47441 members 
Mstep: Class 24 contains 22623 members 
Mstep: Class 25 contains 170560 members 
Mstep: Class 26 contains 13918 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82434 members 
Mstep: Class 30 contains 30154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205551856.000000 Penalty: 107098.679688
Iteration 108Q: 31 clusters Score -2.055519e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 111590 members 
Mstep: Class 3 contains 30215 members 
Mstep: Class 4 contains 26192 members 
Mstep: Class 5 contains 16381 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 25378 members 
Mstep: Class 8 contains 116136 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 62573 members 
Mstep: Class 11 contains 18424 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 73747 members 
Mstep: Class 14 contains 164124 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36774 members 
Mstep: Class 17 contains 239540 members 
Mstep: Class 18 contains 4311 members 
Mstep: Class 19 contains 18709 members 
Mstep: Class 20 contains 153554 members 
Mstep: Class 21 contains 177914 members 
Mstep: Class 22 contains 98086 members 
Mstep: Class 23 contains 47442 members 
Mstep: Class 24 contains 22646 members 
Mstep: Class 25 contains 170588 members 
Mstep: Class 26 contains 13948 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82428 members 
Mstep: Class 30 contains 30148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552080.000000 Penalty: 107098.679688
Iteration 109Q: 31 clusters Score -2.055521e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 111565 members 
Mstep: Class 3 contains 30214 members 
Mstep: Class 4 contains 26168 members 
Mstep: Class 5 contains 16386 members 
Mstep: Class 6 contains 12113 members 
Mstep: Class 7 contains 25438 members 
Mstep: Class 8 contains 116102 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 62848 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 73086 members 
Mstep: Class 14 contains 164249 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36755 members 
Mstep: Class 17 contains 239584 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 18666 members 
Mstep: Class 20 contains 154027 members 
Mstep: Class 21 contains 177699 members 
Mstep: Class 22 contains 98051 members 
Mstep: Class 23 contains 47462 members 
Mstep: Class 24 contains 22641 members 
Mstep: Class 25 contains 170633 members 
Mstep: Class 26 contains 13989 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82438 members 
Mstep: Class 30 contains 30135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552480.000000 Penalty: 107098.679688
Iteration 110Q: 31 clusters Score -2.055525e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 111546 members 
Mstep: Class 3 contains 30223 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 16382 members 
Mstep: Class 6 contains 12147 members 
Mstep: Class 7 contains 25493 members 
Mstep: Class 8 contains 116074 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 63092 members 
Mstep: Class 11 contains 18420 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 72433 members 
Mstep: Class 14 contains 164312 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36739 members 
Mstep: Class 17 contains 239628 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 18647 members 
Mstep: Class 20 contains 154534 members 
Mstep: Class 21 contains 177489 members 
Mstep: Class 22 contains 98019 members 
Mstep: Class 23 contains 47459 members 
Mstep: Class 24 contains 22643 members 
Mstep: Class 25 contains 170672 members 
Mstep: Class 26 contains 14026 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82441 members 
Mstep: Class 30 contains 30123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552752.000000 Penalty: 107098.679688
Iteration 111Q: 31 clusters Score -2.055528e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 111506 members 
Mstep: Class 3 contains 30222 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 16383 members 
Mstep: Class 6 contains 12161 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 116044 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 63331 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 71836 members 
Mstep: Class 14 contains 164287 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36718 members 
Mstep: Class 17 contains 239635 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 18621 members 
Mstep: Class 20 contains 155084 members 
Mstep: Class 21 contains 177317 members 
Mstep: Class 22 contains 98008 members 
Mstep: Class 23 contains 47487 members 
Mstep: Class 24 contains 22657 members 
Mstep: Class 25 contains 170698 members 
Mstep: Class 26 contains 14073 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82447 members 
Mstep: Class 30 contains 30109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552656.000000 Penalty: 107098.679688
Iteration 112Q: 31 clusters Score -2.055527e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 111482 members 
Mstep: Class 3 contains 30225 members 
Mstep: Class 4 contains 26171 members 
Mstep: Class 5 contains 16383 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 25626 members 
Mstep: Class 8 contains 116026 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 63566 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 71281 members 
Mstep: Class 14 contains 164164 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36709 members 
Mstep: Class 17 contains 239636 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 18603 members 
Mstep: Class 20 contains 155627 members 
Mstep: Class 21 contains 177125 members 
Mstep: Class 22 contains 97991 members 
Mstep: Class 23 contains 47506 members 
Mstep: Class 24 contains 22659 members 
Mstep: Class 25 contains 170731 members 
Mstep: Class 26 contains 14115 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82453 members 
Mstep: Class 30 contains 30105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552896.000000 Penalty: 107098.679688
Iteration 113Q: 31 clusters Score -2.055529e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 111456 members 
Mstep: Class 3 contains 30218 members 
Mstep: Class 4 contains 26179 members 
Mstep: Class 5 contains 16377 members 
Mstep: Class 6 contains 12230 members 
Mstep: Class 7 contains 25708 members 
Mstep: Class 8 contains 116003 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 63760 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 70738 members 
Mstep: Class 14 contains 163971 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36696 members 
Mstep: Class 17 contains 239681 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 18585 members 
Mstep: Class 20 contains 156218 members 
Mstep: Class 21 contains 176956 members 
Mstep: Class 22 contains 97970 members 
Mstep: Class 23 contains 47521 members 
Mstep: Class 24 contains 22655 members 
Mstep: Class 25 contains 170775 members 
Mstep: Class 26 contains 14138 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 82455 members 
Mstep: Class 30 contains 30097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205553136.000000 Penalty: 107098.679688
Iteration 114Q: 31 clusters Score -2.055531e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 111420 members 
Mstep: Class 3 contains 30212 members 
Mstep: Class 4 contains 26195 members 
Mstep: Class 5 contains 16374 members 
Mstep: Class 6 contains 12258 members 
Mstep: Class 7 contains 25786 members 
Mstep: Class 8 contains 115986 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 63938 members 
Mstep: Class 11 contains 18408 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 70249 members 
Mstep: Class 14 contains 163726 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36684 members 
Mstep: Class 17 contains 239711 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 18567 members 
Mstep: Class 20 contains 156839 members 
Mstep: Class 21 contains 176815 members 
Mstep: Class 22 contains 97941 members 
Mstep: Class 23 contains 47533 members 
Mstep: Class 24 contains 22663 members 
Mstep: Class 25 contains 170804 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82454 members 
Mstep: Class 30 contains 30086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205553632.000000 Penalty: 107098.679688
Iteration 115Q: 31 clusters Score -2.055536e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 111387 members 
Mstep: Class 3 contains 30200 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 16368 members 
Mstep: Class 6 contains 12294 members 
Mstep: Class 7 contains 25859 members 
Mstep: Class 8 contains 115982 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 64112 members 
Mstep: Class 11 contains 18409 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 69792 members 
Mstep: Class 14 contains 163424 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36675 members 
Mstep: Class 17 contains 239726 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 18556 members 
Mstep: Class 20 contains 157480 members 
Mstep: Class 21 contains 176683 members 
Mstep: Class 22 contains 97922 members 
Mstep: Class 23 contains 47541 members 
Mstep: Class 24 contains 22665 members 
Mstep: Class 25 contains 170823 members 
Mstep: Class 26 contains 14188 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82455 members 
Mstep: Class 30 contains 30076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554336.000000 Penalty: 107098.679688
Iteration 116Q: 31 clusters Score -2.055543e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 111343 members 
Mstep: Class 3 contains 30188 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 16361 members 
Mstep: Class 6 contains 12331 members 
Mstep: Class 7 contains 25913 members 
Mstep: Class 8 contains 115968 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 64276 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 69354 members 
Mstep: Class 14 contains 163099 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36674 members 
Mstep: Class 17 contains 239726 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 18539 members 
Mstep: Class 20 contains 158150 members 
Mstep: Class 21 contains 176555 members 
Mstep: Class 22 contains 97913 members 
Mstep: Class 23 contains 47557 members 
Mstep: Class 24 contains 22668 members 
Mstep: Class 25 contains 170846 members 
Mstep: Class 26 contains 14215 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82453 members 
Mstep: Class 30 contains 30072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554160.000000 Penalty: 107098.679688
Iteration 117Q: 31 clusters Score -2.055542e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 111308 members 
Mstep: Class 3 contains 30187 members 
Mstep: Class 4 contains 26211 members 
Mstep: Class 5 contains 16348 members 
Mstep: Class 6 contains 12372 members 
Mstep: Class 7 contains 25962 members 
Mstep: Class 8 contains 115961 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 64432 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 68910 members 
Mstep: Class 14 contains 162785 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36668 members 
Mstep: Class 17 contains 239736 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 18517 members 
Mstep: Class 20 contains 158795 members 
Mstep: Class 21 contains 176423 members 
Mstep: Class 22 contains 97903 members 
Mstep: Class 23 contains 47576 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 170872 members 
Mstep: Class 26 contains 14247 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82458 members 
Mstep: Class 30 contains 30066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554880.000000 Penalty: 107098.679688
Iteration 118Q: 31 clusters Score -2.055549e+08 nChanged 2147
Entering ConstructFrom: 
Score: -205554880.000000 Penalty: 107098.679688
Entering ConstructFrom: 
Trying to split cluster 1 (23330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Entering Unmasked Estep 
Score: -2596192.000000 Penalty: 2494.258789
	Iteration 0F: 2 clusters Score -2596192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2579914.250000 Penalty: 4988.517578
	Iteration 0F: 3 clusters Score -2579914 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2585792.750000 Penalty: 4988.517578
	Iteration 1F: 3 clusters Score -2585793 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2586351.750000 Penalty: 4988.517578
	Iteration 2F: 3 clusters Score -2586352 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2586931.500000 Penalty: 4988.517578
	Iteration 3F: 3 clusters Score -2586932 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2587509.500000 Penalty: 4988.517578
	Iteration 4F: 3 clusters Score -2587510 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2588187.500000 Penalty: 4988.517578
	Iteration 5F: 3 clusters Score -2588188 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2588988.250000 Penalty: 4988.517578
	Iteration 6F: 3 clusters Score -2588988 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2589906.500000 Penalty: 4988.517578
	Iteration 7F: 3 clusters Score -2589906 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2590820.500000 Penalty: 4988.517578
	Iteration 8F: 3 clusters Score -2590820 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2591655.500000 Penalty: 4988.517578
	Iteration 9F: 3 clusters Score -2591656 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2592382.000000 Penalty: 4988.517578
	Iteration 10Q: 3 clusters Score -2592382 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2593019.750000 Penalty: 4988.517578
	Iteration 11Q: 3 clusters Score -2593020 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2593625.250000 Penalty: 4988.517578
	Iteration 12Q: 3 clusters Score -2593625 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2594215.250000 Penalty: 4988.517578
	Iteration 13Q: 3 clusters Score -2594215 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2594754.500000 Penalty: 4988.517578
	Iteration 14Q: 3 clusters Score -2594754 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2595166.000000 Penalty: 4988.517578
	Iteration 15Q: 3 clusters Score -2595166 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2595491.000000 Penalty: 4988.517578
	Iteration 16Q: 3 clusters Score -2595491 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2595783.000000 Penalty: 4988.517578
	Iteration 17Q: 3 clusters Score -2595783 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2596032.250000 Penalty: 4988.517578
	Iteration 18Q: 3 clusters Score -2596032 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2596227.250000 Penalty: 4988.517578
	Iteration 19Q: 3 clusters Score -2596227 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2596326.250000 Penalty: 4988.517578
	Iteration 20F: 3 clusters Score -2596326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2596406.250000 Penalty: 4988.517578
	Iteration 21Q: 3 clusters Score -2596406 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2596479.750000 Penalty: 4988.517578
	Iteration 22Q: 3 clusters Score -2596480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2596527.000000 Penalty: 4988.517578
	Iteration 23Q: 3 clusters Score -2596527 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2596553.250000 Penalty: 4988.517578
	Iteration 24Q: 3 clusters Score -2596553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2596589.000000 Penalty: 4988.517578
	Iteration 25Q: 3 clusters Score -2596589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2596615.000000 Penalty: 4988.517578
	Iteration 26Q: 3 clusters Score -2596615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2596631.000000 Penalty: 4988.517578
	Iteration 27Q: 3 clusters Score -2596631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2596642.750000 Penalty: 4988.517578
	Iteration 28Q: 3 clusters Score -2596643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2596656.250000 Penalty: 4988.517578
	Iteration 29Q: 3 clusters Score -2596656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2596667.500000 Penalty: 4988.517578
	Iteration 30Q: 3 clusters Score -2596668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2596670.750000 Penalty: 4988.517578
	Iteration 31Q: 3 clusters Score -2596671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2596676.750000 Penalty: 4988.517578
	Iteration 32Q: 3 clusters Score -2596677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2596678.250000 Penalty: 4988.517578
	Iteration 33Q: 3 clusters Score -2596678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2596679.000000 Penalty: 4988.517578
	Iteration 34Q: 3 clusters Score -2596679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2596682.750000 Penalty: 4988.517578
	Iteration 35Q: 3 clusters Score -2596683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2596689.750000 Penalty: 4988.517578
	Iteration 36Q: 3 clusters Score -2596690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2596686.500000 Penalty: 4988.517578
	Iteration 37Q: 3 clusters Score -2596686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2596688.250000 Penalty: 4988.517578
	Iteration 38Q: 3 clusters Score -2596688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2596688.250000 Penalty: 4988.517578
	Iteration 39Q: 3 clusters Score -2596688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2596688.500000 Penalty: 4988.517578
	Iteration 40F: 3 clusters Score -2596688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2596688.250000 Penalty: 4988.517578
	Iteration 41Q: 3 clusters Score -2596688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2596688.250000 Penalty: 4988.517578
	Iteration 42F: 3 clusters Score -2596688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 111273 members 
Mstep: Class 3 contains 30188 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 12413 members 
Mstep: Class 7 contains 25994 members 
Mstep: Class 8 contains 115957 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 64571 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 68446 members 
Mstep: Class 14 contains 162545 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36653 members 
Mstep: Class 17 contains 239734 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 159409 members 
Mstep: Class 21 contains 176312 members 
Mstep: Class 22 contains 97879 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 170894 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82464 members 
Mstep: Class 30 contains 30058 members 
Mstep: Class 31 contains 21168 members 
Entering Unmasked Estep 
Score: -205553872.000000 Penalty: 110668.640625
Splitting cluster 1 changes total score from -205554880.000000 to -205553872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (111273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Entering Unmasked Estep 
Score: -13212926.000000 Penalty: 2881.695801
	Iteration 0F: 2 clusters Score -1.321293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -13138626.000000 Penalty: 5763.391602
	Iteration 0F: 3 clusters Score -1.313863e+07 nChanged 52957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -13168897.000000 Penalty: 5763.391602
	Iteration 1F: 3 clusters Score -1.31689e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -13170033.000000 Penalty: 5763.391602
	Iteration 2Q: 3 clusters Score -1.317003e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -13171222.000000 Penalty: 5763.391602
	Iteration 3Q: 3 clusters Score -1.317122e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -13173002.000000 Penalty: 5763.391602
	Iteration 4Q: 3 clusters Score -1.3173e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -13175329.000000 Penalty: 5763.391602
	Iteration 5Q: 3 clusters Score -1.317533e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -13178653.000000 Penalty: 5763.391602
	Iteration 6F: 3 clusters Score -1.317865e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -13182661.000000 Penalty: 5763.391602
	Iteration 7F: 3 clusters Score -1.318266e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -13186838.000000 Penalty: 5763.391602
	Iteration 8F: 3 clusters Score -1.318684e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -13190945.000000 Penalty: 5763.391602
	Iteration 9F: 3 clusters Score -1.319094e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -13194632.000000 Penalty: 5763.391602
	Iteration 10F: 3 clusters Score -1.319463e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -13197887.000000 Penalty: 5763.391602
	Iteration 11Q: 3 clusters Score -1.319789e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -13200547.000000 Penalty: 5763.391602
	Iteration 12Q: 3 clusters Score -1.320055e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -13202835.000000 Penalty: 5763.391602
	Iteration 13Q: 3 clusters Score -1.320284e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -13204642.000000 Penalty: 5763.391602
	Iteration 14Q: 3 clusters Score -1.320464e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -13206066.000000 Penalty: 5763.391602
	Iteration 15Q: 3 clusters Score -1.320607e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -13207203.000000 Penalty: 5763.391602
	Iteration 16Q: 3 clusters Score -1.32072e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -13208087.000000 Penalty: 5763.391602
	Iteration 17Q: 3 clusters Score -1.320809e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -13208687.000000 Penalty: 5763.391602
	Iteration 18Q: 3 clusters Score -1.320869e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -13209190.000000 Penalty: 5763.391602
	Iteration 19Q: 3 clusters Score -1.320919e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 105205 members 
Entering Unmasked Estep 
Score: -13209642.000000 Penalty: 5763.391602
	Iteration 20F: 3 clusters Score -1.320964e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -13209965.000000 Penalty: 5763.391602
	Iteration 21Q: 3 clusters Score -1.320996e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -13210172.000000 Penalty: 5763.391602
	Iteration 22Q: 3 clusters Score -1.321017e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -13210336.000000 Penalty: 5763.391602
	Iteration 23Q: 3 clusters Score -1.321034e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -13210469.000000 Penalty: 5763.391602
	Iteration 24Q: 3 clusters Score -1.321047e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -13210593.000000 Penalty: 5763.391602
	Iteration 25Q: 3 clusters Score -1.321059e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -13210673.000000 Penalty: 5763.391602
	Iteration 26Q: 3 clusters Score -1.321067e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 107658 members 
Entering Unmasked Estep 
Score: -13210687.000000 Penalty: 5763.391602
	Iteration 27Q: 3 clusters Score -1.321069e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -13210733.000000 Penalty: 5763.391602
	Iteration 28Q: 3 clusters Score -1.321073e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -13210785.000000 Penalty: 5763.391602
	Iteration 29Q: 3 clusters Score -1.321078e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -13210813.000000 Penalty: 5763.391602
	Iteration 30Q: 3 clusters Score -1.321081e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 108174 members 
Entering Unmasked Estep 
Score: -13210826.000000 Penalty: 5763.391602
	Iteration 31Q: 3 clusters Score -1.321083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -13210846.000000 Penalty: 5763.391602
	Iteration 32Q: 3 clusters Score -1.321085e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -13210853.000000 Penalty: 5763.391602
	Iteration 33Q: 3 clusters Score -1.321085e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
Score: -13210880.000000 Penalty: 5763.391602
	Iteration 34Q: 3 clusters Score -1.321088e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -13210870.000000 Penalty: 5763.391602
	Iteration 35Q: 3 clusters Score -1.321087e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -13210874.000000 Penalty: 5763.391602
	Iteration 36Q: 3 clusters Score -1.321087e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -13210872.000000 Penalty: 5763.391602
	Iteration 37Q: 3 clusters Score -1.321087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -13210894.000000 Penalty: 5763.391602
	Iteration 38Q: 3 clusters Score -1.321089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -13210900.000000 Penalty: 5763.391602
	Iteration 39Q: 3 clusters Score -1.32109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 108644 members 
Entering Unmasked Estep 
Score: -13210914.000000 Penalty: 5763.391602
	Iteration 40F: 3 clusters Score -1.321091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -13210933.000000 Penalty: 5763.391602
	Iteration 41Q: 3 clusters Score -1.321093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -13210912.000000 Penalty: 5763.391602
	Iteration 42Q: 3 clusters Score -1.321091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -13210917.000000 Penalty: 5763.391602
	Iteration 43Q: 3 clusters Score -1.321092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -13210923.000000 Penalty: 5763.391602
	Iteration 44Q: 3 clusters Score -1.321092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -13210922.000000 Penalty: 5763.391602
	Iteration 45Q: 3 clusters Score -1.321092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -13210925.000000 Penalty: 5763.391602
	Iteration 46Q: 3 clusters Score -1.321092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -13210920.000000 Penalty: 5763.391602
	Iteration 47Q: 3 clusters Score -1.321092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 108835 members 
Entering Unmasked Estep 
Score: -13210933.000000 Penalty: 5763.391602
	Iteration 48Q: 3 clusters Score -1.321093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -13210935.000000 Penalty: 5763.391602
	Iteration 49Q: 3 clusters Score -1.321094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -13210936.000000 Penalty: 5763.391602
	Iteration 50Q: 3 clusters Score -1.321094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -13210940.000000 Penalty: 5763.391602
	Iteration 51Q: 3 clusters Score -1.321094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 108870 members 
Entering Unmasked Estep 
Score: -13210934.000000 Penalty: 5763.391602
	Iteration 52Q: 3 clusters Score -1.321093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
Score: -13210932.000000 Penalty: 5763.391602
	Iteration 53Q: 3 clusters Score -1.321093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 108877 members 
Entering Unmasked Estep 
Score: -13210938.000000 Penalty: 5763.391602
	Iteration 54Q: 3 clusters Score -1.321094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -13210932.000000 Penalty: 5763.391602
	Iteration 55Q: 3 clusters Score -1.321093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 108883 members 
Entering Unmasked Estep 
Score: -13210930.000000 Penalty: 5763.391602
	Iteration 56Q: 3 clusters Score -1.321093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -13210940.000000 Penalty: 5763.391602
	Iteration 57Q: 3 clusters Score -1.321094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -13210938.000000 Penalty: 5763.391602
	Iteration 58Q: 3 clusters Score -1.321094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -13210938.000000 Penalty: 5763.391602
	Iteration 59Q: 3 clusters Score -1.321094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -13210945.000000 Penalty: 5763.391602
	Iteration 60F: 3 clusters Score -1.321094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -13210948.000000 Penalty: 5763.391602
	Iteration 61Q: 3 clusters Score -1.321095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 108934 members 
Entering Unmasked Estep 
Score: -13210941.000000 Penalty: 5763.391602
	Iteration 62Q: 3 clusters Score -1.321094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -13210948.000000 Penalty: 5763.391602
	Iteration 63Q: 3 clusters Score -1.321095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -13210960.000000 Penalty: 5763.391602
	Iteration 64Q: 3 clusters Score -1.321096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 108952 members 
Entering Unmasked Estep 
Score: -13210949.000000 Penalty: 5763.391602
	Iteration 65Q: 3 clusters Score -1.321095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 108963 members 
Entering Unmasked Estep 
Score: -13210957.000000 Penalty: 5763.391602
	Iteration 66Q: 3 clusters Score -1.321096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 108973 members 
Entering Unmasked Estep 
Score: -13210945.000000 Penalty: 5763.391602
	Iteration 67Q: 3 clusters Score -1.321094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -13210952.000000 Penalty: 5763.391602
	Iteration 68Q: 3 clusters Score -1.321095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
Score: -13210946.000000 Penalty: 5763.391602
	Iteration 69Q: 3 clusters Score -1.321095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -13210955.000000 Penalty: 5763.391602
	Iteration 70Q: 3 clusters Score -1.321096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 109004 members 
Entering Unmasked Estep 
Score: -13210968.000000 Penalty: 5763.391602
	Iteration 71Q: 3 clusters Score -1.321097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 109011 members 
Entering Unmasked Estep 
Score: -13210966.000000 Penalty: 5763.391602
	Iteration 72Q: 3 clusters Score -1.321097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -13210985.000000 Penalty: 5763.391602
	Iteration 73Q: 3 clusters Score -1.321098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -13210984.000000 Penalty: 5763.391602
	Iteration 74Q: 3 clusters Score -1.321098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -13210989.000000 Penalty: 5763.391602
	Iteration 75Q: 3 clusters Score -1.321099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -13210989.000000 Penalty: 5763.391602
	Iteration 76F: 3 clusters Score -1.321099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Entering Unmasked Estep 
Score: -3487004.500000 Penalty: 2558.169678
	Iteration 0F: 2 clusters Score -3487004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3466248.500000 Penalty: 5116.339355
	Iteration 0F: 3 clusters Score -3466248 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3473899.500000 Penalty: 5116.339355
	Iteration 1F: 3 clusters Score -3473900 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3474530.000000 Penalty: 5116.339355
	Iteration 2F: 3 clusters Score -3474530 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3475230.500000 Penalty: 5116.339355
	Iteration 3F: 3 clusters Score -3475230 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3476103.750000 Penalty: 5116.339355
	Iteration 4F: 3 clusters Score -3476104 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3477239.500000 Penalty: 5116.339355
	Iteration 5F: 3 clusters Score -3477240 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3478544.500000 Penalty: 5116.339355
	Iteration 6F: 3 clusters Score -3478544 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3479749.750000 Penalty: 5116.339355
	Iteration 7F: 3 clusters Score -3479750 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3480737.500000 Penalty: 5116.339355
	Iteration 8F: 3 clusters Score -3480738 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3481453.000000 Penalty: 5116.339355
	Iteration 9Q: 3 clusters Score -3481453 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3481915.750000 Penalty: 5116.339355
	Iteration 10Q: 3 clusters Score -3481916 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3482267.000000 Penalty: 5116.339355
	Iteration 11Q: 3 clusters Score -3482267 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3482543.500000 Penalty: 5116.339355
	Iteration 12Q: 3 clusters Score -3482544 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3482794.250000 Penalty: 5116.339355
	Iteration 13Q: 3 clusters Score -3482794 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3483073.000000 Penalty: 5116.339355
	Iteration 14Q: 3 clusters Score -3483073 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3483352.750000 Penalty: 5116.339355
	Iteration 15Q: 3 clusters Score -3483353 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3483720.250000 Penalty: 5116.339355
	Iteration 16Q: 3 clusters Score -3483720 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3484181.250000 Penalty: 5116.339355
	Iteration 17Q: 3 clusters Score -3484181 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3484737.750000 Penalty: 5116.339355
	Iteration 18Q: 3 clusters Score -3484738 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3485479.000000 Penalty: 5116.339355
	Iteration 19Q: 3 clusters Score -3485479 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3486315.250000 Penalty: 5116.339355
	Iteration 20F: 3 clusters Score -3486315 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3486960.750000 Penalty: 5116.339355
	Iteration 21Q: 3 clusters Score -3486961 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3487329.750000 Penalty: 5116.339355
	Iteration 22Q: 3 clusters Score -3487330 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3487539.750000 Penalty: 5116.339355
	Iteration 23Q: 3 clusters Score -3487540 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3487644.500000 Penalty: 5116.339355
	Iteration 24Q: 3 clusters Score -3487644 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3487724.000000 Penalty: 5116.339355
	Iteration 25Q: 3 clusters Score -3487724 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3487792.500000 Penalty: 5116.339355
	Iteration 26Q: 3 clusters Score -3487792 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3487822.500000 Penalty: 5116.339355
	Iteration 27Q: 3 clusters Score -3487822 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3487851.250000 Penalty: 5116.339355
	Iteration 28Q: 3 clusters Score -3487851 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3487887.750000 Penalty: 5116.339355
	Iteration 29Q: 3 clusters Score -3487888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3487910.750000 Penalty: 5116.339355
	Iteration 30Q: 3 clusters Score -3487911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3487920.000000 Penalty: 5116.339355
	Iteration 31Q: 3 clusters Score -3487920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3487954.750000 Penalty: 5116.339355
	Iteration 32Q: 3 clusters Score -3487955 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3487968.000000 Penalty: 5116.339355
	Iteration 33Q: 3 clusters Score -3487968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3487973.250000 Penalty: 5116.339355
	Iteration 34Q: 3 clusters Score -3487973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3487987.750000 Penalty: 5116.339355
	Iteration 35Q: 3 clusters Score -3487988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3487998.750000 Penalty: 5116.339355
	Iteration 36Q: 3 clusters Score -3487999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3488009.500000 Penalty: 5116.339355
	Iteration 37Q: 3 clusters Score -3488010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3488018.750000 Penalty: 5116.339355
	Iteration 38Q: 3 clusters Score -3488019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3488016.250000 Penalty: 5116.339355
	Iteration 39Q: 3 clusters Score -3488016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3488030.000000 Penalty: 5116.339355
	Iteration 40F: 3 clusters Score -3488030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3488034.250000 Penalty: 5116.339355
	Iteration 41Q: 3 clusters Score -3488034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3488037.750000 Penalty: 5116.339355
	Iteration 42Q: 3 clusters Score -3488038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3488035.500000 Penalty: 5116.339355
	Iteration 43Q: 3 clusters Score -3488036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3488037.000000 Penalty: 5116.339355
	Iteration 44Q: 3 clusters Score -3488037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3488037.750000 Penalty: 5116.339355
	Iteration 45Q: 3 clusters Score -3488038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3488046.500000 Penalty: 5116.339355
	Iteration 46Q: 3 clusters Score -3488046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3488042.500000 Penalty: 5116.339355
	Iteration 47Q: 3 clusters Score -3488042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3488039.000000 Penalty: 5116.339355
	Iteration 48Q: 3 clusters Score -3488039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3488040.750000 Penalty: 5116.339355
	Iteration 49Q: 3 clusters Score -3488041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3488041.250000 Penalty: 5116.339355
	Iteration 50Q: 3 clusters Score -3488041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3488043.750000 Penalty: 5116.339355
	Iteration 51Q: 3 clusters Score -3488044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3488042.250000 Penalty: 5116.339355
	Iteration 52Q: 3 clusters Score -3488042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3488041.000000 Penalty: 5116.339355
	Iteration 53Q: 3 clusters Score -3488041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3488047.000000 Penalty: 5116.339355
	Iteration 54Q: 3 clusters Score -3488047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3488047.750000 Penalty: 5116.339355
	Iteration 55Q: 3 clusters Score -3488048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3488051.500000 Penalty: 5116.339355
	Iteration 56Q: 3 clusters Score -3488052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3488053.250000 Penalty: 5116.339355
	Iteration 57Q: 3 clusters Score -3488053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3488046.000000 Penalty: 5116.339355
	Iteration 58Q: 3 clusters Score -3488046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3488046.250000 Penalty: 5116.339355
	Iteration 59Q: 3 clusters Score -3488046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3488044.250000 Penalty: 5116.339355
	Iteration 60F: 3 clusters Score -3488044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3488045.500000 Penalty: 5116.339355
	Iteration 61Q: 3 clusters Score -3488046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3488042.500000 Penalty: 5116.339355
	Iteration 62Q: 3 clusters Score -3488042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3488042.500000 Penalty: 5116.339355
	Iteration 63F: 3 clusters Score -3488042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 111273 members 
Mstep: Class 3 contains 24398 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 12413 members 
Mstep: Class 7 contains 25994 members 
Mstep: Class 8 contains 115957 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 64571 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 68446 members 
Mstep: Class 14 contains 162545 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36653 members 
Mstep: Class 17 contains 239734 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 159409 members 
Mstep: Class 21 contains 176312 members 
Mstep: Class 22 contains 97879 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 170894 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82464 members 
Mstep: Class 30 contains 30058 members 
Mstep: Class 31 contains 5790 members 
Entering Unmasked Estep 
Score: -205556800.000000 Penalty: 110668.640625
Splitting cluster 3 changes total score from -205554880.000000 to -205556800.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 4 (26207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Entering Unmasked Estep 
Score: -2955386.000000 Penalty: 2523.097900
	Iteration 0F: 2 clusters Score -2955386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2937255.000000 Penalty: 5046.195801
	Iteration 0F: 3 clusters Score -2937255 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2944092.000000 Penalty: 5046.195801
	Iteration 1F: 3 clusters Score -2944092 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2945053.250000 Penalty: 5046.195801
	Iteration 2F: 3 clusters Score -2945053 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2946205.000000 Penalty: 5046.195801
	Iteration 3F: 3 clusters Score -2946205 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2947640.500000 Penalty: 5046.195801
	Iteration 4F: 3 clusters Score -2947640 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2949182.500000 Penalty: 5046.195801
	Iteration 5F: 3 clusters Score -2949182 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2950482.750000 Penalty: 5046.195801
	Iteration 6F: 3 clusters Score -2950483 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2951334.750000 Penalty: 5046.195801
	Iteration 7F: 3 clusters Score -2951335 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2951776.000000 Penalty: 5046.195801
	Iteration 8Q: 3 clusters Score -2951776 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2951997.750000 Penalty: 5046.195801
	Iteration 9Q: 3 clusters Score -2951998 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2952124.500000 Penalty: 5046.195801
	Iteration 10Q: 3 clusters Score -2952124 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2952216.500000 Penalty: 5046.195801
	Iteration 11Q: 3 clusters Score -2952216 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2952282.750000 Penalty: 5046.195801
	Iteration 12Q: 3 clusters Score -2952283 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2952293.250000 Penalty: 5046.195801
	Iteration 13Q: 3 clusters Score -2952293 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2952325.000000 Penalty: 5046.195801
	Iteration 14Q: 3 clusters Score -2952325 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2952352.500000 Penalty: 5046.195801
	Iteration 15Q: 3 clusters Score -2952352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2952346.000000 Penalty: 5046.195801
	Iteration 16Q: 3 clusters Score -2952346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2952362.500000 Penalty: 5046.195801
	Iteration 17Q: 3 clusters Score -2952362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2952369.750000 Penalty: 5046.195801
	Iteration 18Q: 3 clusters Score -2952370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2952375.000000 Penalty: 5046.195801
	Iteration 19Q: 3 clusters Score -2952375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2952388.750000 Penalty: 5046.195801
	Iteration 20F: 3 clusters Score -2952389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2952398.500000 Penalty: 5046.195801
	Iteration 21Q: 3 clusters Score -2952398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2952406.500000 Penalty: 5046.195801
	Iteration 22Q: 3 clusters Score -2952406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2952403.250000 Penalty: 5046.195801
	Iteration 23Q: 3 clusters Score -2952403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2952408.250000 Penalty: 5046.195801
	Iteration 24Q: 3 clusters Score -2952408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2952414.500000 Penalty: 5046.195801
	Iteration 25Q: 3 clusters Score -2952414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2952412.750000 Penalty: 5046.195801
	Iteration 26Q: 3 clusters Score -2952413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2952419.750000 Penalty: 5046.195801
	Iteration 27Q: 3 clusters Score -2952420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2952412.250000 Penalty: 5046.195801
	Iteration 28Q: 3 clusters Score -2952412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2952414.750000 Penalty: 5046.195801
	Iteration 29Q: 3 clusters Score -2952415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2952414.750000 Penalty: 5046.195801
	Iteration 30Q: 3 clusters Score -2952415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2952419.250000 Penalty: 5046.195801
	Iteration 31Q: 3 clusters Score -2952419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2952423.000000 Penalty: 5046.195801
	Iteration 32Q: 3 clusters Score -2952423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2952425.500000 Penalty: 5046.195801
	Iteration 33Q: 3 clusters Score -2952426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2952431.000000 Penalty: 5046.195801
	Iteration 34Q: 3 clusters Score -2952431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2952428.500000 Penalty: 5046.195801
	Iteration 35Q: 3 clusters Score -2952428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2952428.500000 Penalty: 5046.195801
	Iteration 36Q: 3 clusters Score -2952428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2952427.750000 Penalty: 5046.195801
	Iteration 37Q: 3 clusters Score -2952428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2952428.500000 Penalty: 5046.195801
	Iteration 38Q: 3 clusters Score -2952428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2952432.250000 Penalty: 5046.195801
	Iteration 39Q: 3 clusters Score -2952432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2952433.500000 Penalty: 5046.195801
	Iteration 40F: 3 clusters Score -2952434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2952430.750000 Penalty: 5046.195801
	Iteration 41Q: 3 clusters Score -2952431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2952429.750000 Penalty: 5046.195801
	Iteration 42Q: 3 clusters Score -2952430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2952430.500000 Penalty: 5046.195801
	Iteration 43Q: 3 clusters Score -2952430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2952430.250000 Penalty: 5046.195801
	Iteration 44Q: 3 clusters Score -2952430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2952430.250000 Penalty: 5046.195801
	Iteration 45Q: 3 clusters Score -2952430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2952432.250000 Penalty: 5046.195801
	Iteration 46Q: 3 clusters Score -2952432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2952432.000000 Penalty: 5046.195801
	Iteration 47Q: 3 clusters Score -2952432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2952430.000000 Penalty: 5046.195801
	Iteration 48Q: 3 clusters Score -2952430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2952434.250000 Penalty: 5046.195801
	Iteration 49Q: 3 clusters Score -2952434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2952432.000000 Penalty: 5046.195801
	Iteration 50Q: 3 clusters Score -2952432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2952434.000000 Penalty: 5046.195801
	Iteration 51Q: 3 clusters Score -2952434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2952427.250000 Penalty: 5046.195801
	Iteration 52Q: 3 clusters Score -2952427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2952428.250000 Penalty: 5046.195801
	Iteration 53Q: 3 clusters Score -2952428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2952429.500000 Penalty: 5046.195801
	Iteration 54Q: 3 clusters Score -2952430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2952439.500000 Penalty: 5046.195801
	Iteration 55Q: 3 clusters Score -2952440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2952438.000000 Penalty: 5046.195801
	Iteration 56Q: 3 clusters Score -2952438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2952439.500000 Penalty: 5046.195801
	Iteration 57Q: 3 clusters Score -2952440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2952441.750000 Penalty: 5046.195801
	Iteration 58Q: 3 clusters Score -2952442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2952444.000000 Penalty: 5046.195801
	Iteration 59Q: 3 clusters Score -2952444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2952442.500000 Penalty: 5046.195801
	Iteration 60F: 3 clusters Score -2952442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2952445.250000 Penalty: 5046.195801
	Iteration 61Q: 3 clusters Score -2952445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2952446.000000 Penalty: 5046.195801
	Iteration 62Q: 3 clusters Score -2952446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2952449.750000 Penalty: 5046.195801
	Iteration 63Q: 3 clusters Score -2952450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2952449.000000 Penalty: 5046.195801
	Iteration 64Q: 3 clusters Score -2952449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2952443.250000 Penalty: 5046.195801
	Iteration 65Q: 3 clusters Score -2952443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2952446.250000 Penalty: 5046.195801
	Iteration 66Q: 3 clusters Score -2952446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2952444.500000 Penalty: 5046.195801
	Iteration 67Q: 3 clusters Score -2952444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2952448.500000 Penalty: 5046.195801
	Iteration 68Q: 3 clusters Score -2952448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2952443.250000 Penalty: 5046.195801
	Iteration 69Q: 3 clusters Score -2952443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2952447.000000 Penalty: 5046.195801
	Iteration 70Q: 3 clusters Score -2952447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2952448.000000 Penalty: 5046.195801
	Iteration 71Q: 3 clusters Score -2952448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2952447.750000 Penalty: 5046.195801
	Iteration 72Q: 3 clusters Score -2952448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2952451.750000 Penalty: 5046.195801
	Iteration 73Q: 3 clusters Score -2952452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2952452.250000 Penalty: 5046.195801
	Iteration 74Q: 3 clusters Score -2952452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2952452.250000 Penalty: 5046.195801
	Iteration 75Q: 3 clusters Score -2952452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2952449.250000 Penalty: 5046.195801
	Iteration 76Q: 3 clusters Score -2952449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2952447.500000 Penalty: 5046.195801
	Iteration 77Q: 3 clusters Score -2952448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2952447.500000 Penalty: 5046.195801
	Iteration 78F: 3 clusters Score -2952448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Entering Unmasked Estep 
Score: -1925872.500000 Penalty: 2405.985596
	Iteration 0F: 2 clusters Score -1925872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1914194.000000 Penalty: 4811.971191
	Iteration 0F: 3 clusters Score -1914194 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1917919.125000 Penalty: 4811.971191
	Iteration 1F: 3 clusters Score -1917919 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1918381.875000 Penalty: 4811.971191
	Iteration 2F: 3 clusters Score -1918382 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1918918.125000 Penalty: 4811.971191
	Iteration 3F: 3 clusters Score -1918918 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1919533.750000 Penalty: 4811.971191
	Iteration 4F: 3 clusters Score -1919534 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1920137.625000 Penalty: 4811.971191
	Iteration 5F: 3 clusters Score -1920138 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1920760.375000 Penalty: 4811.971191
	Iteration 6F: 3 clusters Score -1920760 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1921458.000000 Penalty: 4811.971191
	Iteration 7F: 3 clusters Score -1921458 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1922217.875000 Penalty: 4811.971191
	Iteration 8F: 3 clusters Score -1922218 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1922939.375000 Penalty: 4811.971191
	Iteration 9F: 3 clusters Score -1922939 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1923484.000000 Penalty: 4811.971191
	Iteration 10Q: 3 clusters Score -1923484 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1923844.750000 Penalty: 4811.971191
	Iteration 11Q: 3 clusters Score -1923845 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1924104.875000 Penalty: 4811.971191
	Iteration 12Q: 3 clusters Score -1924105 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1924265.500000 Penalty: 4811.971191
	Iteration 13Q: 3 clusters Score -1924266 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1924379.250000 Penalty: 4811.971191
	Iteration 14Q: 3 clusters Score -1924379 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1924476.625000 Penalty: 4811.971191
	Iteration 15Q: 3 clusters Score -1924477 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1924558.125000 Penalty: 4811.971191
	Iteration 16Q: 3 clusters Score -1924558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1924613.125000 Penalty: 4811.971191
	Iteration 17Q: 3 clusters Score -1924613 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1924662.000000 Penalty: 4811.971191
	Iteration 18Q: 3 clusters Score -1924662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1924710.250000 Penalty: 4811.971191
	Iteration 19Q: 3 clusters Score -1924710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1924742.250000 Penalty: 4811.971191
	Iteration 20F: 3 clusters Score -1924742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1924771.375000 Penalty: 4811.971191
	Iteration 21Q: 3 clusters Score -1924771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1924797.750000 Penalty: 4811.971191
	Iteration 22Q: 3 clusters Score -1924798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1924821.375000 Penalty: 4811.971191
	Iteration 23Q: 3 clusters Score -1924821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1924840.375000 Penalty: 4811.971191
	Iteration 24Q: 3 clusters Score -1924840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1924850.250000 Penalty: 4811.971191
	Iteration 25Q: 3 clusters Score -1924850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1924873.625000 Penalty: 4811.971191
	Iteration 26Q: 3 clusters Score -1924874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1924890.875000 Penalty: 4811.971191
	Iteration 27Q: 3 clusters Score -1924891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1924904.500000 Penalty: 4811.971191
	Iteration 28Q: 3 clusters Score -1924904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1924919.125000 Penalty: 4811.971191
	Iteration 29Q: 3 clusters Score -1924919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1924937.125000 Penalty: 4811.971191
	Iteration 30Q: 3 clusters Score -1924937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1924956.125000 Penalty: 4811.971191
	Iteration 31Q: 3 clusters Score -1924956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1924958.500000 Penalty: 4811.971191
	Iteration 32Q: 3 clusters Score -1924958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1924972.750000 Penalty: 4811.971191
	Iteration 33Q: 3 clusters Score -1924973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1924979.000000 Penalty: 4811.971191
	Iteration 34Q: 3 clusters Score -1924979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1924991.750000 Penalty: 4811.971191
	Iteration 35Q: 3 clusters Score -1924992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1925000.000000 Penalty: 4811.971191
	Iteration 36Q: 3 clusters Score -1925000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1925013.000000 Penalty: 4811.971191
	Iteration 37Q: 3 clusters Score -1925013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1925018.250000 Penalty: 4811.971191
	Iteration 38Q: 3 clusters Score -1925018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1925028.375000 Penalty: 4811.971191
	Iteration 39Q: 3 clusters Score -1925028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1925034.000000 Penalty: 4811.971191
	Iteration 40F: 3 clusters Score -1925034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1925047.625000 Penalty: 4811.971191
	Iteration 41Q: 3 clusters Score -1925048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1925055.125000 Penalty: 4811.971191
	Iteration 42Q: 3 clusters Score -1925055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1925067.000000 Penalty: 4811.971191
	Iteration 43Q: 3 clusters Score -1925067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1925079.375000 Penalty: 4811.971191
	Iteration 44Q: 3 clusters Score -1925079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1925093.625000 Penalty: 4811.971191
	Iteration 45Q: 3 clusters Score -1925094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1925099.500000 Penalty: 4811.971191
	Iteration 46Q: 3 clusters Score -1925100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1925110.500000 Penalty: 4811.971191
	Iteration 47Q: 3 clusters Score -1925110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1925121.875000 Penalty: 4811.971191
	Iteration 48Q: 3 clusters Score -1925122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1925121.250000 Penalty: 4811.971191
	Iteration 49Q: 3 clusters Score -1925121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1925138.125000 Penalty: 4811.971191
	Iteration 50Q: 3 clusters Score -1925138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1925147.875000 Penalty: 4811.971191
	Iteration 51Q: 3 clusters Score -1925148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1925151.375000 Penalty: 4811.971191
	Iteration 52Q: 3 clusters Score -1925151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1925156.125000 Penalty: 4811.971191
	Iteration 53Q: 3 clusters Score -1925156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1925164.375000 Penalty: 4811.971191
	Iteration 54Q: 3 clusters Score -1925164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1925170.250000 Penalty: 4811.971191
	Iteration 55Q: 3 clusters Score -1925170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1925178.750000 Penalty: 4811.971191
	Iteration 56Q: 3 clusters Score -1925179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1925190.125000 Penalty: 4811.971191
	Iteration 57Q: 3 clusters Score -1925190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1925197.500000 Penalty: 4811.971191
	Iteration 58Q: 3 clusters Score -1925198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1925207.125000 Penalty: 4811.971191
	Iteration 59Q: 3 clusters Score -1925207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1925213.625000 Penalty: 4811.971191
	Iteration 60F: 3 clusters Score -1925214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1925226.500000 Penalty: 4811.971191
	Iteration 61Q: 3 clusters Score -1925226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1925240.125000 Penalty: 4811.971191
	Iteration 62Q: 3 clusters Score -1925240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1925244.875000 Penalty: 4811.971191
	Iteration 63Q: 3 clusters Score -1925245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1925252.750000 Penalty: 4811.971191
	Iteration 64Q: 3 clusters Score -1925253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1925257.125000 Penalty: 4811.971191
	Iteration 65Q: 3 clusters Score -1925257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1925263.625000 Penalty: 4811.971191
	Iteration 66Q: 3 clusters Score -1925264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1925273.750000 Penalty: 4811.971191
	Iteration 67Q: 3 clusters Score -1925274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1925292.000000 Penalty: 4811.971191
	Iteration 68Q: 3 clusters Score -1925292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1925311.125000 Penalty: 4811.971191
	Iteration 69Q: 3 clusters Score -1925311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1925329.375000 Penalty: 4811.971191
	Iteration 70Q: 3 clusters Score -1925329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1925348.875000 Penalty: 4811.971191
	Iteration 71Q: 3 clusters Score -1925349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1925367.500000 Penalty: 4811.971191
	Iteration 72Q: 3 clusters Score -1925368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1925389.750000 Penalty: 4811.971191
	Iteration 73Q: 3 clusters Score -1925390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1925406.750000 Penalty: 4811.971191
	Iteration 74Q: 3 clusters Score -1925407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1925422.000000 Penalty: 4811.971191
	Iteration 75Q: 3 clusters Score -1925422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1925433.250000 Penalty: 4811.971191
	Iteration 76Q: 3 clusters Score -1925433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1925447.875000 Penalty: 4811.971191
	Iteration 77Q: 3 clusters Score -1925448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1925461.000000 Penalty: 4811.971191
	Iteration 78Q: 3 clusters Score -1925461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1925478.125000 Penalty: 4811.971191
	Iteration 79Q: 3 clusters Score -1925478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1925492.750000 Penalty: 4811.971191
	Iteration 80F: 3 clusters Score -1925493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1925518.250000 Penalty: 4811.971191
	Iteration 81Q: 3 clusters Score -1925518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1925551.625000 Penalty: 4811.971191
	Iteration 82Q: 3 clusters Score -1925552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1925590.375000 Penalty: 4811.971191
	Iteration 83Q: 3 clusters Score -1925590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1925650.875000 Penalty: 4811.971191
	Iteration 84Q: 3 clusters Score -1925651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1925671.625000 Penalty: 4811.971191
	Iteration 85Q: 3 clusters Score -1925672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1925688.500000 Penalty: 4811.971191
	Iteration 86Q: 3 clusters Score -1925688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1925694.375000 Penalty: 4811.971191
	Iteration 87Q: 3 clusters Score -1925694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1925700.000000 Penalty: 4811.971191
	Iteration 88Q: 3 clusters Score -1925700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1925700.750000 Penalty: 4811.971191
	Iteration 89Q: 3 clusters Score -1925701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1925704.125000 Penalty: 4811.971191
	Iteration 90Q: 3 clusters Score -1925704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1925706.500000 Penalty: 4811.971191
	Iteration 91Q: 3 clusters Score -1925706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1925707.125000 Penalty: 4811.971191
	Iteration 92Q: 3 clusters Score -1925707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1925706.000000 Penalty: 4811.971191
	Iteration 93Q: 3 clusters Score -1925706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1925707.375000 Penalty: 4811.971191
	Iteration 94Q: 3 clusters Score -1925707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1925707.375000 Penalty: 4811.971191
	Iteration 95F: 3 clusters Score -1925707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Entering Unmasked Estep 
Score: -1357577.500000 Penalty: 2337.771729
	Iteration 0F: 2 clusters Score -1357578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1348452.250000 Penalty: 4675.543457
	Iteration 0F: 3 clusters Score -1348452 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1351457.625000 Penalty: 4675.543457
	Iteration 1F: 3 clusters Score -1351458 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1352192.500000 Penalty: 4675.543457
	Iteration 2F: 3 clusters Score -1352192 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1353217.000000 Penalty: 4675.543457
	Iteration 3F: 3 clusters Score -1353217 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1354569.250000 Penalty: 4675.543457
	Iteration 4F: 3 clusters Score -1354569 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1355926.875000 Penalty: 4675.543457
	Iteration 5F: 3 clusters Score -1355927 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1356706.375000 Penalty: 4675.543457
	Iteration 6F: 3 clusters Score -1356706 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1357136.375000 Penalty: 4675.543457
	Iteration 7Q: 3 clusters Score -1357136 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1357439.875000 Penalty: 4675.543457
	Iteration 8Q: 3 clusters Score -1357440 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1357697.500000 Penalty: 4675.543457
	Iteration 9Q: 3 clusters Score -1357698 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1357882.750000 Penalty: 4675.543457
	Iteration 10Q: 3 clusters Score -1357883 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1357977.250000 Penalty: 4675.543457
	Iteration 11Q: 3 clusters Score -1357977 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1358010.875000 Penalty: 4675.543457
	Iteration 12Q: 3 clusters Score -1358011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1358024.375000 Penalty: 4675.543457
	Iteration 13Q: 3 clusters Score -1358024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1358033.500000 Penalty: 4675.543457
	Iteration 14Q: 3 clusters Score -1358034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1358034.000000 Penalty: 4675.543457
	Iteration 15Q: 3 clusters Score -1358034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1358041.375000 Penalty: 4675.543457
	Iteration 16Q: 3 clusters Score -1358041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1358043.125000 Penalty: 4675.543457
	Iteration 17Q: 3 clusters Score -1358043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1358048.500000 Penalty: 4675.543457
	Iteration 18Q: 3 clusters Score -1358048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1358046.750000 Penalty: 4675.543457
	Iteration 19Q: 3 clusters Score -1358047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1358047.250000 Penalty: 4675.543457
	Iteration 20F: 3 clusters Score -1358047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1358047.500000 Penalty: 4675.543457
	Iteration 21Q: 3 clusters Score -1358048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1358047.875000 Penalty: 4675.543457
	Iteration 22Q: 3 clusters Score -1358048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1358049.375000 Penalty: 4675.543457
	Iteration 23Q: 3 clusters Score -1358049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1358050.375000 Penalty: 4675.543457
	Iteration 24Q: 3 clusters Score -1358050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1358052.750000 Penalty: 4675.543457
	Iteration 25Q: 3 clusters Score -1358053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1358052.750000 Penalty: 4675.543457
	Iteration 26Q: 3 clusters Score -1358053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1358053.750000 Penalty: 4675.543457
	Iteration 27Q: 3 clusters Score -1358054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1358053.125000 Penalty: 4675.543457
	Iteration 28Q: 3 clusters Score -1358053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1358053.125000 Penalty: 4675.543457
	Iteration 29F: 3 clusters Score -1358053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 111273 members 
Mstep: Class 3 contains 24398 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 25994 members 
Mstep: Class 8 contains 115957 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 64571 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 68446 members 
Mstep: Class 14 contains 162545 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36653 members 
Mstep: Class 17 contains 239734 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 159409 members 
Mstep: Class 21 contains 176312 members 
Mstep: Class 22 contains 97879 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 170894 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82464 members 
Mstep: Class 30 contains 30058 members 
Mstep: Class 31 contains 5790 members 
Mstep: Class 32 contains 5464 members 
Entering Unmasked Estep 
Score: -205555968.000000 Penalty: 114238.593750
Splitting cluster 6 changes total score from -205554880.000000 to -205555968.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 7 (25994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Entering Unmasked Estep 
Score: -2886514.750000 Penalty: 2521.073975
	Iteration 0F: 2 clusters Score -2886515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2868516.000000 Penalty: 5042.147949
	Iteration 0F: 3 clusters Score -2868516 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2875242.500000 Penalty: 5042.147949
	Iteration 1F: 3 clusters Score -2875242 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2876187.250000 Penalty: 5042.147949
	Iteration 2F: 3 clusters Score -2876187 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2877128.250000 Penalty: 5042.147949
	Iteration 3F: 3 clusters Score -2877128 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2877998.500000 Penalty: 5042.147949
	Iteration 4F: 3 clusters Score -2877998 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2878780.500000 Penalty: 5042.147949
	Iteration 5F: 3 clusters Score -2878780 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2879528.500000 Penalty: 5042.147949
	Iteration 6F: 3 clusters Score -2879528 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2880272.500000 Penalty: 5042.147949
	Iteration 7Q: 3 clusters Score -2880272 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2881036.750000 Penalty: 5042.147949
	Iteration 8Q: 3 clusters Score -2881037 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2881698.000000 Penalty: 5042.147949
	Iteration 9Q: 3 clusters Score -2881698 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2882206.500000 Penalty: 5042.147949
	Iteration 10Q: 3 clusters Score -2882206 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2882621.750000 Penalty: 5042.147949
	Iteration 11Q: 3 clusters Score -2882622 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2883012.750000 Penalty: 5042.147949
	Iteration 12Q: 3 clusters Score -2883013 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2883332.000000 Penalty: 5042.147949
	Iteration 13Q: 3 clusters Score -2883332 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2883576.250000 Penalty: 5042.147949
	Iteration 14Q: 3 clusters Score -2883576 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2883785.750000 Penalty: 5042.147949
	Iteration 15Q: 3 clusters Score -2883786 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2883995.500000 Penalty: 5042.147949
	Iteration 16Q: 3 clusters Score -2883996 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2884220.250000 Penalty: 5042.147949
	Iteration 17Q: 3 clusters Score -2884220 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2884413.250000 Penalty: 5042.147949
	Iteration 18Q: 3 clusters Score -2884413 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2884589.500000 Penalty: 5042.147949
	Iteration 19Q: 3 clusters Score -2884590 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2884740.000000 Penalty: 5042.147949
	Iteration 20F: 3 clusters Score -2884740 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2884907.500000 Penalty: 5042.147949
	Iteration 21Q: 3 clusters Score -2884908 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2885128.500000 Penalty: 5042.147949
	Iteration 22Q: 3 clusters Score -2885128 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2885274.500000 Penalty: 5042.147949
	Iteration 23Q: 3 clusters Score -2885274 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2885409.000000 Penalty: 5042.147949
	Iteration 24Q: 3 clusters Score -2885409 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2885537.000000 Penalty: 5042.147949
	Iteration 25Q: 3 clusters Score -2885537 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2885658.750000 Penalty: 5042.147949
	Iteration 26Q: 3 clusters Score -2885659 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2885741.500000 Penalty: 5042.147949
	Iteration 27Q: 3 clusters Score -2885742 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2885806.000000 Penalty: 5042.147949
	Iteration 28Q: 3 clusters Score -2885806 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2885853.250000 Penalty: 5042.147949
	Iteration 29Q: 3 clusters Score -2885853 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2885897.500000 Penalty: 5042.147949
	Iteration 30Q: 3 clusters Score -2885898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2885944.750000 Penalty: 5042.147949
	Iteration 31Q: 3 clusters Score -2885945 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2885970.750000 Penalty: 5042.147949
	Iteration 32Q: 3 clusters Score -2885971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2885994.750000 Penalty: 5042.147949
	Iteration 33Q: 3 clusters Score -2885995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2886022.250000 Penalty: 5042.147949
	Iteration 34Q: 3 clusters Score -2886022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2886034.750000 Penalty: 5042.147949
	Iteration 35Q: 3 clusters Score -2886035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2886046.000000 Penalty: 5042.147949
	Iteration 36Q: 3 clusters Score -2886046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2886051.750000 Penalty: 5042.147949
	Iteration 37Q: 3 clusters Score -2886052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2886043.500000 Penalty: 5042.147949
	Iteration 38Q: 3 clusters Score -2886044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2886054.500000 Penalty: 5042.147949
	Iteration 39Q: 3 clusters Score -2886054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2886056.500000 Penalty: 5042.147949
	Iteration 40F: 3 clusters Score -2886056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2886061.250000 Penalty: 5042.147949
	Iteration 41Q: 3 clusters Score -2886061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2886068.250000 Penalty: 5042.147949
	Iteration 42Q: 3 clusters Score -2886068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2886068.500000 Penalty: 5042.147949
	Iteration 43Q: 3 clusters Score -2886068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2886073.750000 Penalty: 5042.147949
	Iteration 44Q: 3 clusters Score -2886074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2886070.250000 Penalty: 5042.147949
	Iteration 45Q: 3 clusters Score -2886070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2886071.250000 Penalty: 5042.147949
	Iteration 46Q: 3 clusters Score -2886071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2886074.250000 Penalty: 5042.147949
	Iteration 47Q: 3 clusters Score -2886074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2886077.750000 Penalty: 5042.147949
	Iteration 48Q: 3 clusters Score -2886078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2886075.500000 Penalty: 5042.147949
	Iteration 49Q: 3 clusters Score -2886076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2886075.000000 Penalty: 5042.147949
	Iteration 50Q: 3 clusters Score -2886075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2886071.250000 Penalty: 5042.147949
	Iteration 51Q: 3 clusters Score -2886071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2886081.750000 Penalty: 5042.147949
	Iteration 52Q: 3 clusters Score -2886082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2886082.750000 Penalty: 5042.147949
	Iteration 53Q: 3 clusters Score -2886083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2886079.250000 Penalty: 5042.147949
	Iteration 54Q: 3 clusters Score -2886079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2886084.500000 Penalty: 5042.147949
	Iteration 55Q: 3 clusters Score -2886084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2886082.750000 Penalty: 5042.147949
	Iteration 56Q: 3 clusters Score -2886083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2886087.500000 Penalty: 5042.147949
	Iteration 57Q: 3 clusters Score -2886088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2886088.250000 Penalty: 5042.147949
	Iteration 58Q: 3 clusters Score -2886088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2886087.250000 Penalty: 5042.147949
	Iteration 59Q: 3 clusters Score -2886087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2886087.250000 Penalty: 5042.147949
	Iteration 60F: 3 clusters Score -2886087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2886089.000000 Penalty: 5042.147949
	Iteration 61Q: 3 clusters Score -2886089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2886086.500000 Penalty: 5042.147949
	Iteration 62Q: 3 clusters Score -2886086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2886088.000000 Penalty: 5042.147949
	Iteration 63Q: 3 clusters Score -2886088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2886085.500000 Penalty: 5042.147949
	Iteration 64Q: 3 clusters Score -2886086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2886085.500000 Penalty: 5042.147949
	Iteration 65F: 3 clusters Score -2886086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (115957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Entering Unmasked Estep 
Score: -13881905.000000 Penalty: 2891.921631
	Iteration 0F: 2 clusters Score -1.38819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -13804451.000000 Penalty: 5783.843262
	Iteration 0F: 3 clusters Score -1.380445e+07 nChanged 55154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -13835848.000000 Penalty: 5783.843262
	Iteration 1F: 3 clusters Score -1.383585e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -13836819.000000 Penalty: 5783.843262
	Iteration 2Q: 3 clusters Score -1.383682e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -13837727.000000 Penalty: 5783.843262
	Iteration 3Q: 3 clusters Score -1.383773e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -13839091.000000 Penalty: 5783.843262
	Iteration 4Q: 3 clusters Score -1.383909e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -13841070.000000 Penalty: 5783.843262
	Iteration 5Q: 3 clusters Score -1.384107e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -13844205.000000 Penalty: 5783.843262
	Iteration 6F: 3 clusters Score -1.38442e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -13848830.000000 Penalty: 5783.843262
	Iteration 7F: 3 clusters Score -1.384883e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -13855074.000000 Penalty: 5783.843262
	Iteration 8F: 3 clusters Score -1.385507e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -13862580.000000 Penalty: 5783.843262
	Iteration 9F: 3 clusters Score -1.386258e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -13869040.000000 Penalty: 5783.843262
	Iteration 10F: 3 clusters Score -1.386904e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -13873584.000000 Penalty: 5783.843262
	Iteration 11Q: 3 clusters Score -1.387358e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -13876375.000000 Penalty: 5783.843262
	Iteration 12Q: 3 clusters Score -1.387638e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 113425 members 
Entering Unmasked Estep 
Score: -13877841.000000 Penalty: 5783.843262
	Iteration 13Q: 3 clusters Score -1.387784e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -13878658.000000 Penalty: 5783.843262
	Iteration 14Q: 3 clusters Score -1.387866e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -13878987.000000 Penalty: 5783.843262
	Iteration 15Q: 3 clusters Score -1.387899e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -13879189.000000 Penalty: 5783.843262
	Iteration 16Q: 3 clusters Score -1.387919e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 115045 members 
Entering Unmasked Estep 
Score: -13879324.000000 Penalty: 5783.843262
	Iteration 17Q: 3 clusters Score -1.387932e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -13879420.000000 Penalty: 5783.843262
	Iteration 18Q: 3 clusters Score -1.387942e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -13879505.000000 Penalty: 5783.843262
	Iteration 19Q: 3 clusters Score -1.38795e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 115195 members 
Entering Unmasked Estep 
Score: -13879568.000000 Penalty: 5783.843262
	Iteration 20F: 3 clusters Score -1.387957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -13879572.000000 Penalty: 5783.843262
	Iteration 21Q: 3 clusters Score -1.387957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -13879604.000000 Penalty: 5783.843262
	Iteration 22Q: 3 clusters Score -1.38796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -13879623.000000 Penalty: 5783.843262
	Iteration 23Q: 3 clusters Score -1.387962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 115261 members 
Entering Unmasked Estep 
Score: -13879661.000000 Penalty: 5783.843262
	Iteration 24Q: 3 clusters Score -1.387966e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -13879673.000000 Penalty: 5783.843262
	Iteration 25Q: 3 clusters Score -1.387967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 115267 members 
Entering Unmasked Estep 
Score: -13879697.000000 Penalty: 5783.843262
	Iteration 26Q: 3 clusters Score -1.38797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 115267 members 
Entering Unmasked Estep 
Score: -13879683.000000 Penalty: 5783.843262
	Iteration 27Q: 3 clusters Score -1.387968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -13879694.000000 Penalty: 5783.843262
	Iteration 28Q: 3 clusters Score -1.387969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -13879714.000000 Penalty: 5783.843262
	Iteration 29Q: 3 clusters Score -1.387971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -13879718.000000 Penalty: 5783.843262
	Iteration 30Q: 3 clusters Score -1.387972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 115275 members 
Entering Unmasked Estep 
Score: -13879727.000000 Penalty: 5783.843262
	Iteration 31Q: 3 clusters Score -1.387973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -13879738.000000 Penalty: 5783.843262
	Iteration 32Q: 3 clusters Score -1.387974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -13879732.000000 Penalty: 5783.843262
	Iteration 33Q: 3 clusters Score -1.387973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -13879745.000000 Penalty: 5783.843262
	Iteration 34Q: 3 clusters Score -1.387974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 115286 members 
Entering Unmasked Estep 
Score: -13879730.000000 Penalty: 5783.843262
	Iteration 35Q: 3 clusters Score -1.387973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -13879738.000000 Penalty: 5783.843262
	Iteration 36Q: 3 clusters Score -1.387974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -13879737.000000 Penalty: 5783.843262
	Iteration 37Q: 3 clusters Score -1.387974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -13879748.000000 Penalty: 5783.843262
	Iteration 38Q: 3 clusters Score -1.387975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -13879741.000000 Penalty: 5783.843262
	Iteration 39Q: 3 clusters Score -1.387974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -13879748.000000 Penalty: 5783.843262
	Iteration 40F: 3 clusters Score -1.387975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -13879746.000000 Penalty: 5783.843262
	Iteration 41Q: 3 clusters Score -1.387975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -13879747.000000 Penalty: 5783.843262
	Iteration 42Q: 3 clusters Score -1.387975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -13879747.000000 Penalty: 5783.843262
	Iteration 43F: 3 clusters Score -1.387975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -609713.000000 Penalty: 2147.097412
	Iteration 0F: 2 clusters Score -609713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -604759.437500 Penalty: 4294.194824
	Iteration 0F: 3 clusters Score -604759.4 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -606219.750000 Penalty: 4294.194824
	Iteration 1F: 3 clusters Score -606219.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -606799.000000 Penalty: 4294.194824
	Iteration 2F: 3 clusters Score -606799 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -607470.250000 Penalty: 4294.194824
	Iteration 3F: 3 clusters Score -607470.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -608034.000000 Penalty: 4294.194824
	Iteration 4F: 3 clusters Score -608034 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -608591.187500 Penalty: 4294.194824
	Iteration 5F: 3 clusters Score -608591.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -609068.437500 Penalty: 4294.194824
	Iteration 6F: 3 clusters Score -609068.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -609511.750000 Penalty: 4294.194824
	Iteration 7F: 3 clusters Score -609511.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -609858.875000 Penalty: 4294.194824
	Iteration 8Q: 3 clusters Score -609858.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -610107.187500 Penalty: 4294.194824
	Iteration 9Q: 3 clusters Score -610107.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -610237.625000 Penalty: 4294.194824
	Iteration 10Q: 3 clusters Score -610237.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -610299.187500 Penalty: 4294.194824
	Iteration 11Q: 3 clusters Score -610299.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -610329.250000 Penalty: 4294.194824
	Iteration 12Q: 3 clusters Score -610329.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -610337.062500 Penalty: 4294.194824
	Iteration 13Q: 3 clusters Score -610337.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -610346.250000 Penalty: 4294.194824
	Iteration 14Q: 3 clusters Score -610346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -610349.437500 Penalty: 4294.194824
	Iteration 15Q: 3 clusters Score -610349.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -610351.125000 Penalty: 4294.194824
	Iteration 16Q: 3 clusters Score -610351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -610354.312500 Penalty: 4294.194824
	Iteration 17Q: 3 clusters Score -610354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -610353.125000 Penalty: 4294.194824
	Iteration 18Q: 3 clusters Score -610353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -610353.750000 Penalty: 4294.194824
	Iteration 19Q: 3 clusters Score -610353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -610354.750000 Penalty: 4294.194824
	Iteration 20F: 3 clusters Score -610354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -610355.500000 Penalty: 4294.194824
	Iteration 21Q: 3 clusters Score -610355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -610355.625000 Penalty: 4294.194824
	Iteration 22Q: 3 clusters Score -610355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -610355.625000 Penalty: 4294.194824
	Iteration 23F: 3 clusters Score -610355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 111273 members 
Mstep: Class 3 contains 24398 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 25994 members 
Mstep: Class 8 contains 115957 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 64571 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 68446 members 
Mstep: Class 14 contains 162545 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36653 members 
Mstep: Class 17 contains 239734 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 159409 members 
Mstep: Class 21 contains 176312 members 
Mstep: Class 22 contains 97879 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 170894 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82464 members 
Mstep: Class 30 contains 30058 members 
Mstep: Class 31 contains 5790 members 
Mstep: Class 32 contains 5464 members 
Mstep: Class 33 contains 3214 members 
Entering Unmasked Estep 
Score: -205555664.000000 Penalty: 117808.554688
Splitting cluster 9 changes total score from -205554880.000000 to -205555664.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (64571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Entering Unmasked Estep 
Score: -7844130.500000 Penalty: 2746.729004
	Iteration 0F: 2 clusters Score -7844130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -7800900.500000 Penalty: 5493.458008
	Iteration 0F: 3 clusters Score -7800900 nChanged 30161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -7818103.500000 Penalty: 5493.458008
	Iteration 1F: 3 clusters Score -7818104 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -7818891.500000 Penalty: 5493.458008
	Iteration 2Q: 3 clusters Score -7818892 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -7820024.000000 Penalty: 5493.458008
	Iteration 3Q: 3 clusters Score -7820024 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -7821657.000000 Penalty: 5493.458008
	Iteration 4F: 3 clusters Score -7821657 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -7824018.500000 Penalty: 5493.458008
	Iteration 5F: 3 clusters Score -7824018 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -7826966.000000 Penalty: 5493.458008
	Iteration 6F: 3 clusters Score -7826966 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -7830423.500000 Penalty: 5493.458008
	Iteration 7F: 3 clusters Score -7830424 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -7833704.500000 Penalty: 5493.458008
	Iteration 8F: 3 clusters Score -7833704 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -7836228.500000 Penalty: 5493.458008
	Iteration 9Q: 3 clusters Score -7836228 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -7837813.000000 Penalty: 5493.458008
	Iteration 10Q: 3 clusters Score -7837813 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7838926.500000 Penalty: 5493.458008
	Iteration 11Q: 3 clusters Score -7838926 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -7839664.500000 Penalty: 5493.458008
	Iteration 12Q: 3 clusters Score -7839664 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -7840147.500000 Penalty: 5493.458008
	Iteration 13Q: 3 clusters Score -7840148 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -7840547.500000 Penalty: 5493.458008
	Iteration 14Q: 3 clusters Score -7840548 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -7840838.000000 Penalty: 5493.458008
	Iteration 15Q: 3 clusters Score -7840838 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -7841097.500000 Penalty: 5493.458008
	Iteration 16Q: 3 clusters Score -7841098 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -7841291.000000 Penalty: 5493.458008
	Iteration 17Q: 3 clusters Score -7841291 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -7841417.500000 Penalty: 5493.458008
	Iteration 18Q: 3 clusters Score -7841418 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -7841524.500000 Penalty: 5493.458008
	Iteration 19Q: 3 clusters Score -7841524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -7841583.500000 Penalty: 5493.458008
	Iteration 20F: 3 clusters Score -7841584 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -7841653.000000 Penalty: 5493.458008
	Iteration 21Q: 3 clusters Score -7841653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -7841698.000000 Penalty: 5493.458008
	Iteration 22Q: 3 clusters Score -7841698 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -7841753.500000 Penalty: 5493.458008
	Iteration 23Q: 3 clusters Score -7841754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -7841786.500000 Penalty: 5493.458008
	Iteration 24Q: 3 clusters Score -7841786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -7841808.500000 Penalty: 5493.458008
	Iteration 25Q: 3 clusters Score -7841808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -7841828.500000 Penalty: 5493.458008
	Iteration 26Q: 3 clusters Score -7841828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -7841840.000000 Penalty: 5493.458008
	Iteration 27Q: 3 clusters Score -7841840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -7841855.500000 Penalty: 5493.458008
	Iteration 28Q: 3 clusters Score -7841856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -7841858.000000 Penalty: 5493.458008
	Iteration 29Q: 3 clusters Score -7841858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -7841873.000000 Penalty: 5493.458008
	Iteration 30Q: 3 clusters Score -7841873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -7841874.500000 Penalty: 5493.458008
	Iteration 31Q: 3 clusters Score -7841874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -7841881.500000 Penalty: 5493.458008
	Iteration 32Q: 3 clusters Score -7841882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -7841891.000000 Penalty: 5493.458008
	Iteration 33Q: 3 clusters Score -7841891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -7841902.500000 Penalty: 5493.458008
	Iteration 34Q: 3 clusters Score -7841902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -7841899.500000 Penalty: 5493.458008
	Iteration 35Q: 3 clusters Score -7841900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7841900.000000 Penalty: 5493.458008
	Iteration 36Q: 3 clusters Score -7841900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -7841897.500000 Penalty: 5493.458008
	Iteration 37Q: 3 clusters Score -7841898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -7841892.000000 Penalty: 5493.458008
	Iteration 38Q: 3 clusters Score -7841892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -7841892.000000 Penalty: 5493.458008
	Iteration 39F: 3 clusters Score -7841892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Entering Unmasked Estep 
Score: -2092142.875000 Penalty: 2435.345703
	Iteration 0F: 2 clusters Score -2092143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2079171.375000 Penalty: 4870.691406
	Iteration 0F: 3 clusters Score -2079171 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2083767.875000 Penalty: 4870.691406
	Iteration 1F: 3 clusters Score -2083768 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2084438.375000 Penalty: 4870.691406
	Iteration 2F: 3 clusters Score -2084438 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2085054.000000 Penalty: 4870.691406
	Iteration 3F: 3 clusters Score -2085054 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2085673.250000 Penalty: 4870.691406
	Iteration 4F: 3 clusters Score -2085673 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2086262.000000 Penalty: 4870.691406
	Iteration 5F: 3 clusters Score -2086262 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2086888.750000 Penalty: 4870.691406
	Iteration 6F: 3 clusters Score -2086889 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2087555.750000 Penalty: 4870.691406
	Iteration 7F: 3 clusters Score -2087556 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2088226.250000 Penalty: 4870.691406
	Iteration 8F: 3 clusters Score -2088226 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2088929.125000 Penalty: 4870.691406
	Iteration 9Q: 3 clusters Score -2088929 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2089531.000000 Penalty: 4870.691406
	Iteration 10Q: 3 clusters Score -2089531 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2089953.875000 Penalty: 4870.691406
	Iteration 11Q: 3 clusters Score -2089954 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2090250.250000 Penalty: 4870.691406
	Iteration 12Q: 3 clusters Score -2090250 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2090429.750000 Penalty: 4870.691406
	Iteration 13Q: 3 clusters Score -2090430 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2090557.250000 Penalty: 4870.691406
	Iteration 14Q: 3 clusters Score -2090557 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2090635.000000 Penalty: 4870.691406
	Iteration 15Q: 3 clusters Score -2090635 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2090687.875000 Penalty: 4870.691406
	Iteration 16Q: 3 clusters Score -2090688 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2090729.500000 Penalty: 4870.691406
	Iteration 17Q: 3 clusters Score -2090730 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2090766.625000 Penalty: 4870.691406
	Iteration 18Q: 3 clusters Score -2090767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2090789.500000 Penalty: 4870.691406
	Iteration 19Q: 3 clusters Score -2090790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2090819.375000 Penalty: 4870.691406
	Iteration 20F: 3 clusters Score -2090819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2090842.500000 Penalty: 4870.691406
	Iteration 21Q: 3 clusters Score -2090842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2090852.500000 Penalty: 4870.691406
	Iteration 22Q: 3 clusters Score -2090852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2090866.375000 Penalty: 4870.691406
	Iteration 23Q: 3 clusters Score -2090866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2090887.500000 Penalty: 4870.691406
	Iteration 24Q: 3 clusters Score -2090888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2090892.750000 Penalty: 4870.691406
	Iteration 25Q: 3 clusters Score -2090893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2090900.250000 Penalty: 4870.691406
	Iteration 26Q: 3 clusters Score -2090900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2090907.875000 Penalty: 4870.691406
	Iteration 27Q: 3 clusters Score -2090908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2090913.375000 Penalty: 4870.691406
	Iteration 28Q: 3 clusters Score -2090913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2090930.000000 Penalty: 4870.691406
	Iteration 29Q: 3 clusters Score -2090930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2090936.625000 Penalty: 4870.691406
	Iteration 30Q: 3 clusters Score -2090937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2090939.500000 Penalty: 4870.691406
	Iteration 31Q: 3 clusters Score -2090940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2090943.625000 Penalty: 4870.691406
	Iteration 32Q: 3 clusters Score -2090944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2090946.250000 Penalty: 4870.691406
	Iteration 33Q: 3 clusters Score -2090946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2090953.750000 Penalty: 4870.691406
	Iteration 34Q: 3 clusters Score -2090954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2090957.625000 Penalty: 4870.691406
	Iteration 35Q: 3 clusters Score -2090958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2090950.875000 Penalty: 4870.691406
	Iteration 36Q: 3 clusters Score -2090951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2090953.500000 Penalty: 4870.691406
	Iteration 37Q: 3 clusters Score -2090954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2090960.625000 Penalty: 4870.691406
	Iteration 38Q: 3 clusters Score -2090961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2090957.750000 Penalty: 4870.691406
	Iteration 39Q: 3 clusters Score -2090958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2090961.500000 Penalty: 4870.691406
	Iteration 40F: 3 clusters Score -2090962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2090962.000000 Penalty: 4870.691406
	Iteration 41Q: 3 clusters Score -2090962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2090963.375000 Penalty: 4870.691406
	Iteration 42Q: 3 clusters Score -2090963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2090962.000000 Penalty: 4870.691406
	Iteration 43Q: 3 clusters Score -2090962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2090960.000000 Penalty: 4870.691406
	Iteration 44Q: 3 clusters Score -2090960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2090959.125000 Penalty: 4870.691406
	Iteration 45Q: 3 clusters Score -2090959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2090959.875000 Penalty: 4870.691406
	Iteration 46Q: 3 clusters Score -2090960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2090958.375000 Penalty: 4870.691406
	Iteration 47Q: 3 clusters Score -2090958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2090962.125000 Penalty: 4870.691406
	Iteration 48Q: 3 clusters Score -2090962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2090960.875000 Penalty: 4870.691406
	Iteration 49Q: 3 clusters Score -2090961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2090962.125000 Penalty: 4870.691406
	Iteration 50Q: 3 clusters Score -2090962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2090965.375000 Penalty: 4870.691406
	Iteration 51Q: 3 clusters Score -2090965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2090968.500000 Penalty: 4870.691406
	Iteration 52Q: 3 clusters Score -2090968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2090966.250000 Penalty: 4870.691406
	Iteration 53Q: 3 clusters Score -2090966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2090968.750000 Penalty: 4870.691406
	Iteration 54Q: 3 clusters Score -2090969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2090969.625000 Penalty: 4870.691406
	Iteration 55Q: 3 clusters Score -2090970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2090968.250000 Penalty: 4870.691406
	Iteration 56Q: 3 clusters Score -2090968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2090965.875000 Penalty: 4870.691406
	Iteration 57Q: 3 clusters Score -2090966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2090965.750000 Penalty: 4870.691406
	Iteration 58Q: 3 clusters Score -2090966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2090965.375000 Penalty: 4870.691406
	Iteration 59Q: 3 clusters Score -2090965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2090965.375000 Penalty: 4870.691406
	Iteration 60F: 3 clusters Score -2090965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -134296.203125 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -134296.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132221.390625 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -132221.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132685.562500 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -132685.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132829.843750 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -132829.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132895.281250 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -132895.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132930.171875 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -132930.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132945.578125 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -132945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132965.078125 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -132965.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133005.515625 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -133005.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133023.781250 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -133023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133032.328125 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -133032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133035.312500 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -133035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133037.390625 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -133037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133042.406250 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -133042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133044.468750 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -133044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133044.890625 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -133044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133045.343750 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -133045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133045.343750 Penalty: 3534.140381
	Iteration 16F: 3 clusters Score -133045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Entering Unmasked Estep 
Score: -8049617.500000 Penalty: 2761.182617
	Iteration 0F: 2 clusters Score -8049618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -8003789.000000 Penalty: 5522.365234
	Iteration 0F: 3 clusters Score -8003789 nChanged 31892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -8022256.000000 Penalty: 5522.365234
	Iteration 1F: 3 clusters Score -8022256 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8023662.500000 Penalty: 5522.365234
	Iteration 2Q: 3 clusters Score -8023662 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8025493.500000 Penalty: 5522.365234
	Iteration 3F: 3 clusters Score -8025494 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8027822.000000 Penalty: 5522.365234
	Iteration 4F: 3 clusters Score -8027822 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -8030444.500000 Penalty: 5522.365234
	Iteration 5F: 3 clusters Score -8030444 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -8033230.500000 Penalty: 5522.365234
	Iteration 6F: 3 clusters Score -8033230 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8036148.000000 Penalty: 5522.365234
	Iteration 7F: 3 clusters Score -8036148 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -8038727.500000 Penalty: 5522.365234
	Iteration 8F: 3 clusters Score -8038728 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -8040428.000000 Penalty: 5522.365234
	Iteration 9Q: 3 clusters Score -8040428 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -8041370.500000 Penalty: 5522.365234
	Iteration 10Q: 3 clusters Score -8041370 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -8042090.500000 Penalty: 5522.365234
	Iteration 11Q: 3 clusters Score -8042090 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -8042666.500000 Penalty: 5522.365234
	Iteration 12Q: 3 clusters Score -8042666 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -8043205.000000 Penalty: 5522.365234
	Iteration 13Q: 3 clusters Score -8043205 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -8043659.500000 Penalty: 5522.365234
	Iteration 14Q: 3 clusters Score -8043660 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -8043965.000000 Penalty: 5522.365234
	Iteration 15Q: 3 clusters Score -8043965 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -8044241.500000 Penalty: 5522.365234
	Iteration 16Q: 3 clusters Score -8044242 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -8044415.500000 Penalty: 5522.365234
	Iteration 17Q: 3 clusters Score -8044416 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8044527.000000 Penalty: 5522.365234
	Iteration 18Q: 3 clusters Score -8044527 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -8044640.000000 Penalty: 5522.365234
	Iteration 19Q: 3 clusters Score -8044640 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -8044732.000000 Penalty: 5522.365234
	Iteration 20F: 3 clusters Score -8044732 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -8044761.500000 Penalty: 5522.365234
	Iteration 21Q: 3 clusters Score -8044762 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -8044817.000000 Penalty: 5522.365234
	Iteration 22Q: 3 clusters Score -8044817 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -8044865.000000 Penalty: 5522.365234
	Iteration 23Q: 3 clusters Score -8044865 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -8044917.500000 Penalty: 5522.365234
	Iteration 24Q: 3 clusters Score -8044918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -8044976.000000 Penalty: 5522.365234
	Iteration 25Q: 3 clusters Score -8044976 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8044989.000000 Penalty: 5522.365234
	Iteration 26Q: 3 clusters Score -8044989 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -8045047.000000 Penalty: 5522.365234
	Iteration 27Q: 3 clusters Score -8045047 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -8045070.000000 Penalty: 5522.365234
	Iteration 28Q: 3 clusters Score -8045070 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -8045124.000000 Penalty: 5522.365234
	Iteration 29Q: 3 clusters Score -8045124 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -8045150.000000 Penalty: 5522.365234
	Iteration 30Q: 3 clusters Score -8045150 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -8045186.500000 Penalty: 5522.365234
	Iteration 31Q: 3 clusters Score -8045186 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -8045168.500000 Penalty: 5522.365234
	Iteration 32Q: 3 clusters Score -8045168 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -8045211.500000 Penalty: 5522.365234
	Iteration 33Q: 3 clusters Score -8045212 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -8045262.000000 Penalty: 5522.365234
	Iteration 34Q: 3 clusters Score -8045262 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8045295.000000 Penalty: 5522.365234
	Iteration 35Q: 3 clusters Score -8045295 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -8045331.500000 Penalty: 5522.365234
	Iteration 36Q: 3 clusters Score -8045332 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -8045387.000000 Penalty: 5522.365234
	Iteration 37Q: 3 clusters Score -8045387 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -8045469.000000 Penalty: 5522.365234
	Iteration 38Q: 3 clusters Score -8045469 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -8045564.000000 Penalty: 5522.365234
	Iteration 39Q: 3 clusters Score -8045564 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -8045594.000000 Penalty: 5522.365234
	Iteration 40F: 3 clusters Score -8045594 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -8045644.500000 Penalty: 5522.365234
	Iteration 41Q: 3 clusters Score -8045644 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -8045655.500000 Penalty: 5522.365234
	Iteration 42Q: 3 clusters Score -8045656 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -8045727.000000 Penalty: 5522.365234
	Iteration 43Q: 3 clusters Score -8045727 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -8045780.000000 Penalty: 5522.365234
	Iteration 44Q: 3 clusters Score -8045780 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -8045851.000000 Penalty: 5522.365234
	Iteration 45Q: 3 clusters Score -8045851 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -8045921.000000 Penalty: 5522.365234
	Iteration 46Q: 3 clusters Score -8045921 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -8045969.500000 Penalty: 5522.365234
	Iteration 47Q: 3 clusters Score -8045970 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -8046037.000000 Penalty: 5522.365234
	Iteration 48Q: 3 clusters Score -8046037 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -8046084.000000 Penalty: 5522.365234
	Iteration 49Q: 3 clusters Score -8046084 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -8046185.000000 Penalty: 5522.365234
	Iteration 50Q: 3 clusters Score -8046185 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -8046269.000000 Penalty: 5522.365234
	Iteration 51Q: 3 clusters Score -8046269 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -8046323.500000 Penalty: 5522.365234
	Iteration 52Q: 3 clusters Score -8046324 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -8046387.000000 Penalty: 5522.365234
	Iteration 53Q: 3 clusters Score -8046387 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -8046456.500000 Penalty: 5522.365234
	Iteration 54Q: 3 clusters Score -8046456 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -8046505.500000 Penalty: 5522.365234
	Iteration 55Q: 3 clusters Score -8046506 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -8046595.000000 Penalty: 5522.365234
	Iteration 56Q: 3 clusters Score -8046595 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -8046694.500000 Penalty: 5522.365234
	Iteration 57Q: 3 clusters Score -8046694 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -8046731.000000 Penalty: 5522.365234
	Iteration 58Q: 3 clusters Score -8046731 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -8046777.000000 Penalty: 5522.365234
	Iteration 59Q: 3 clusters Score -8046777 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -8046857.000000 Penalty: 5522.365234
	Iteration 60F: 3 clusters Score -8046857 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -8046932.500000 Penalty: 5522.365234
	Iteration 61Q: 3 clusters Score -8046932 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -8047000.000000 Penalty: 5522.365234
	Iteration 62Q: 3 clusters Score -8047000 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -8047082.500000 Penalty: 5522.365234
	Iteration 63Q: 3 clusters Score -8047082 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -8047147.500000 Penalty: 5522.365234
	Iteration 64Q: 3 clusters Score -8047148 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -8047196.500000 Penalty: 5522.365234
	Iteration 65Q: 3 clusters Score -8047196 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -8047253.500000 Penalty: 5522.365234
	Iteration 66Q: 3 clusters Score -8047254 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -8047347.500000 Penalty: 5522.365234
	Iteration 67Q: 3 clusters Score -8047348 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -8047417.500000 Penalty: 5522.365234
	Iteration 68Q: 3 clusters Score -8047418 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -8047480.000000 Penalty: 5522.365234
	Iteration 69Q: 3 clusters Score -8047480 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -8047520.500000 Penalty: 5522.365234
	Iteration 70Q: 3 clusters Score -8047520 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8047575.000000 Penalty: 5522.365234
	Iteration 71Q: 3 clusters Score -8047575 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -8047616.000000 Penalty: 5522.365234
	Iteration 72Q: 3 clusters Score -8047616 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -8047696.500000 Penalty: 5522.365234
	Iteration 73Q: 3 clusters Score -8047696 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -8047743.000000 Penalty: 5522.365234
	Iteration 74Q: 3 clusters Score -8047743 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -8047807.500000 Penalty: 5522.365234
	Iteration 75Q: 3 clusters Score -8047808 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8047859.000000 Penalty: 5522.365234
	Iteration 76Q: 3 clusters Score -8047859 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -8047911.000000 Penalty: 5522.365234
	Iteration 77Q: 3 clusters Score -8047911 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -8047968.500000 Penalty: 5522.365234
	Iteration 78Q: 3 clusters Score -8047968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8048013.500000 Penalty: 5522.365234
	Iteration 79Q: 3 clusters Score -8048014 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -8048053.000000 Penalty: 5522.365234
	Iteration 80F: 3 clusters Score -8048053 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8048108.000000 Penalty: 5522.365234
	Iteration 81Q: 3 clusters Score -8048108 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8048127.000000 Penalty: 5522.365234
	Iteration 82Q: 3 clusters Score -8048127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -8048177.500000 Penalty: 5522.365234
	Iteration 83Q: 3 clusters Score -8048178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -8048198.500000 Penalty: 5522.365234
	Iteration 84Q: 3 clusters Score -8048198 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -8048227.000000 Penalty: 5522.365234
	Iteration 85Q: 3 clusters Score -8048227 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8048260.500000 Penalty: 5522.365234
	Iteration 86Q: 3 clusters Score -8048260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8048274.500000 Penalty: 5522.365234
	Iteration 87Q: 3 clusters Score -8048274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -8048275.500000 Penalty: 5522.365234
	Iteration 88Q: 3 clusters Score -8048276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8048310.000000 Penalty: 5522.365234
	Iteration 89Q: 3 clusters Score -8048310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -8048315.000000 Penalty: 5522.365234
	Iteration 90Q: 3 clusters Score -8048315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -8048327.000000 Penalty: 5522.365234
	Iteration 91Q: 3 clusters Score -8048327 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8048355.500000 Penalty: 5522.365234
	Iteration 92Q: 3 clusters Score -8048356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8048365.000000 Penalty: 5522.365234
	Iteration 93Q: 3 clusters Score -8048365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8048384.500000 Penalty: 5522.365234
	Iteration 94Q: 3 clusters Score -8048384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -8048389.500000 Penalty: 5522.365234
	Iteration 95Q: 3 clusters Score -8048390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8048407.500000 Penalty: 5522.365234
	Iteration 96Q: 3 clusters Score -8048408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -8048424.000000 Penalty: 5522.365234
	Iteration 97Q: 3 clusters Score -8048424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8048437.000000 Penalty: 5522.365234
	Iteration 98Q: 3 clusters Score -8048437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -8048442.000000 Penalty: 5522.365234
	Iteration 99Q: 3 clusters Score -8048442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8048453.000000 Penalty: 5522.365234
	Iteration 100F: 3 clusters Score -8048453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8048450.500000 Penalty: 5522.365234
	Iteration 101Q: 3 clusters Score -8048450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -8048448.000000 Penalty: 5522.365234
	Iteration 102Q: 3 clusters Score -8048448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -8048448.500000 Penalty: 5522.365234
	Iteration 103Q: 3 clusters Score -8048448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8048457.500000 Penalty: 5522.365234
	Iteration 104Q: 3 clusters Score -8048458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8048470.000000 Penalty: 5522.365234
	Iteration 105Q: 3 clusters Score -8048470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -8048467.000000 Penalty: 5522.365234
	Iteration 106Q: 3 clusters Score -8048467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8048472.500000 Penalty: 5522.365234
	Iteration 107Q: 3 clusters Score -8048472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8048476.000000 Penalty: 5522.365234
	Iteration 108Q: 3 clusters Score -8048476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -8048483.500000 Penalty: 5522.365234
	Iteration 109Q: 3 clusters Score -8048484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8048482.000000 Penalty: 5522.365234
	Iteration 110Q: 3 clusters Score -8048482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8048487.000000 Penalty: 5522.365234
	Iteration 111Q: 3 clusters Score -8048487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8048490.000000 Penalty: 5522.365234
	Iteration 112Q: 3 clusters Score -8048490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -8048489.000000 Penalty: 5522.365234
	Iteration 113Q: 3 clusters Score -8048489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8048496.500000 Penalty: 5522.365234
	Iteration 114Q: 3 clusters Score -8048496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8048500.500000 Penalty: 5522.365234
	Iteration 115Q: 3 clusters Score -8048500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8048485.500000 Penalty: 5522.365234
	Iteration 116Q: 3 clusters Score -8048486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8048491.000000 Penalty: 5522.365234
	Iteration 117Q: 3 clusters Score -8048491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8048487.000000 Penalty: 5522.365234
	Iteration 118Q: 3 clusters Score -8048487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -8048497.000000 Penalty: 5522.365234
	Iteration 119Q: 3 clusters Score -8048497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8048501.500000 Penalty: 5522.365234
	Iteration 120F: 3 clusters Score -8048502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8048516.500000 Penalty: 5522.365234
	Iteration 121Q: 3 clusters Score -8048516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -8048516.000000 Penalty: 5522.365234
	Iteration 122Q: 3 clusters Score -8048516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8048513.500000 Penalty: 5522.365234
	Iteration 123Q: 3 clusters Score -8048514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8048514.000000 Penalty: 5522.365234
	Iteration 124Q: 3 clusters Score -8048514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8048521.500000 Penalty: 5522.365234
	Iteration 125Q: 3 clusters Score -8048522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8048511.500000 Penalty: 5522.365234
	Iteration 126Q: 3 clusters Score -8048512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8048513.500000 Penalty: 5522.365234
	Iteration 127Q: 3 clusters Score -8048514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8048504.000000 Penalty: 5522.365234
	Iteration 128Q: 3 clusters Score -8048504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8048498.000000 Penalty: 5522.365234
	Iteration 129Q: 3 clusters Score -8048498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -8048503.500000 Penalty: 5522.365234
	Iteration 130Q: 3 clusters Score -8048504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -8048503.000000 Penalty: 5522.365234
	Iteration 131Q: 3 clusters Score -8048503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8048508.500000 Penalty: 5522.365234
	Iteration 132Q: 3 clusters Score -8048508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8048503.500000 Penalty: 5522.365234
	Iteration 133Q: 3 clusters Score -8048504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8048512.000000 Penalty: 5522.365234
	Iteration 134Q: 3 clusters Score -8048512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8048512.000000 Penalty: 5522.365234
	Iteration 135Q: 3 clusters Score -8048512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8048512.500000 Penalty: 5522.365234
	Iteration 136Q: 3 clusters Score -8048512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8048517.500000 Penalty: 5522.365234
	Iteration 137Q: 3 clusters Score -8048518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -8048517.500000 Penalty: 5522.365234
	Iteration 138Q: 3 clusters Score -8048518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -8048526.000000 Penalty: 5522.365234
	Iteration 139Q: 3 clusters Score -8048526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8048516.000000 Penalty: 5522.365234
	Iteration 140F: 3 clusters Score -8048516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8048516.500000 Penalty: 5522.365234
	Iteration 141Q: 3 clusters Score -8048516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8048519.000000 Penalty: 5522.365234
	Iteration 142Q: 3 clusters Score -8048519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8048526.000000 Penalty: 5522.365234
	Iteration 143Q: 3 clusters Score -8048526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8048528.500000 Penalty: 5522.365234
	Iteration 144Q: 3 clusters Score -8048528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8048533.500000 Penalty: 5522.365234
	Iteration 145Q: 3 clusters Score -8048534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -8048530.000000 Penalty: 5522.365234
	Iteration 146Q: 3 clusters Score -8048530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8048533.500000 Penalty: 5522.365234
	Iteration 147Q: 3 clusters Score -8048534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -8048534.000000 Penalty: 5522.365234
	Iteration 148Q: 3 clusters Score -8048534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8048529.500000 Penalty: 5522.365234
	Iteration 149Q: 3 clusters Score -8048530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8048542.000000 Penalty: 5522.365234
	Iteration 150Q: 3 clusters Score -8048542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8048550.500000 Penalty: 5522.365234
	Iteration 151Q: 3 clusters Score -8048550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8048556.500000 Penalty: 5522.365234
	Iteration 152Q: 3 clusters Score -8048556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8048557.000000 Penalty: 5522.365234
	Iteration 153Q: 3 clusters Score -8048557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8048565.500000 Penalty: 5522.365234
	Iteration 154Q: 3 clusters Score -8048566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8048579.000000 Penalty: 5522.365234
	Iteration 155Q: 3 clusters Score -8048579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -8048577.000000 Penalty: 5522.365234
	Iteration 156Q: 3 clusters Score -8048577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8048584.000000 Penalty: 5522.365234
	Iteration 157Q: 3 clusters Score -8048584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8048581.000000 Penalty: 5522.365234
	Iteration 158Q: 3 clusters Score -8048581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -8048583.000000 Penalty: 5522.365234
	Iteration 159Q: 3 clusters Score -8048583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8048582.000000 Penalty: 5522.365234
	Iteration 160F: 3 clusters Score -8048582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8048583.000000 Penalty: 5522.365234
	Iteration 161Q: 3 clusters Score -8048583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8048588.000000 Penalty: 5522.365234
	Iteration 162Q: 3 clusters Score -8048588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8048577.500000 Penalty: 5522.365234
	Iteration 163Q: 3 clusters Score -8048578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -8048583.500000 Penalty: 5522.365234
	Iteration 164Q: 3 clusters Score -8048584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8048583.000000 Penalty: 5522.365234
	Iteration 165Q: 3 clusters Score -8048583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8048586.000000 Penalty: 5522.365234
	Iteration 166Q: 3 clusters Score -8048586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8048589.500000 Penalty: 5522.365234
	Iteration 167Q: 3 clusters Score -8048590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8048588.000000 Penalty: 5522.365234
	Iteration 168Q: 3 clusters Score -8048588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8048588.000000 Penalty: 5522.365234
	Iteration 169Q: 3 clusters Score -8048588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -8048592.500000 Penalty: 5522.365234
	Iteration 170Q: 3 clusters Score -8048592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8048586.000000 Penalty: 5522.365234
	Iteration 171Q: 3 clusters Score -8048586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8048589.000000 Penalty: 5522.365234
	Iteration 172Q: 3 clusters Score -8048589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8048586.500000 Penalty: 5522.365234
	Iteration 173Q: 3 clusters Score -8048586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8048591.500000 Penalty: 5522.365234
	Iteration 174Q: 3 clusters Score -8048592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -8048591.500000 Penalty: 5522.365234
	Iteration 175Q: 3 clusters Score -8048592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8048595.500000 Penalty: 5522.365234
	Iteration 176Q: 3 clusters Score -8048596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8048606.000000 Penalty: 5522.365234
	Iteration 177Q: 3 clusters Score -8048606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8048596.500000 Penalty: 5522.365234
	Iteration 178Q: 3 clusters Score -8048596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8048595.500000 Penalty: 5522.365234
	Iteration 179Q: 3 clusters Score -8048596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8048592.000000 Penalty: 5522.365234
	Iteration 180F: 3 clusters Score -8048592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -8048582.000000 Penalty: 5522.365234
	Iteration 181Q: 3 clusters Score -8048582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -8048591.500000 Penalty: 5522.365234
	Iteration 182Q: 3 clusters Score -8048592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8048600.000000 Penalty: 5522.365234
	Iteration 183Q: 3 clusters Score -8048600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8048600.500000 Penalty: 5522.365234
	Iteration 184Q: 3 clusters Score -8048600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8048594.000000 Penalty: 5522.365234
	Iteration 185Q: 3 clusters Score -8048594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -8048597.500000 Penalty: 5522.365234
	Iteration 186Q: 3 clusters Score -8048598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8048595.500000 Penalty: 5522.365234
	Iteration 187Q: 3 clusters Score -8048596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8048595.500000 Penalty: 5522.365234
	Iteration 188F: 3 clusters Score -8048596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162545 members 
Entering Unmasked Estep 
Score: -19388012.000000 Penalty: 2975.680176
	Iteration 0F: 2 clusters Score -1.938801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -19281052.000000 Penalty: 5951.360352
	Iteration 0F: 3 clusters Score -1.928105e+07 nChanged 77733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -19326572.000000 Penalty: 5951.360352
	Iteration 1F: 3 clusters Score -1.932657e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -19327786.000000 Penalty: 5951.360352
	Iteration 2Q: 3 clusters Score -1.932779e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -19329184.000000 Penalty: 5951.360352
	Iteration 3Q: 3 clusters Score -1.932918e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -19330810.000000 Penalty: 5951.360352
	Iteration 4Q: 3 clusters Score -1.933081e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -19332928.000000 Penalty: 5951.360352
	Iteration 5Q: 3 clusters Score -1.933293e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -19335322.000000 Penalty: 5951.360352
	Iteration 6Q: 3 clusters Score -1.933532e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -19338246.000000 Penalty: 5951.360352
	Iteration 7Q: 3 clusters Score -1.933825e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -19341074.000000 Penalty: 5951.360352
	Iteration 8Q: 3 clusters Score -1.934107e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -19343450.000000 Penalty: 5951.360352
	Iteration 9Q: 3 clusters Score -1.934345e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -19345674.000000 Penalty: 5951.360352
	Iteration 10Q: 3 clusters Score -1.934567e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -19347056.000000 Penalty: 5951.360352
	Iteration 11Q: 3 clusters Score -1.934706e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -19348322.000000 Penalty: 5951.360352
	Iteration 12Q: 3 clusters Score -1.934832e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -19349312.000000 Penalty: 5951.360352
	Iteration 13Q: 3 clusters Score -1.934931e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -19350724.000000 Penalty: 5951.360352
	Iteration 14Q: 3 clusters Score -1.935072e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -19352486.000000 Penalty: 5951.360352
	Iteration 15Q: 3 clusters Score -1.935249e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -19354886.000000 Penalty: 5951.360352
	Iteration 16Q: 3 clusters Score -1.935489e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -19357742.000000 Penalty: 5951.360352
	Iteration 17Q: 3 clusters Score -1.935774e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -19360938.000000 Penalty: 5951.360352
	Iteration 18Q: 3 clusters Score -1.936094e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -19363414.000000 Penalty: 5951.360352
	Iteration 19Q: 3 clusters Score -1.936341e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -19365162.000000 Penalty: 5951.360352
	Iteration 20F: 3 clusters Score -1.936516e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -19366682.000000 Penalty: 5951.360352
	Iteration 21Q: 3 clusters Score -1.936668e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -19368692.000000 Penalty: 5951.360352
	Iteration 22Q: 3 clusters Score -1.936869e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -19371012.000000 Penalty: 5951.360352
	Iteration 23Q: 3 clusters Score -1.937101e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -19373306.000000 Penalty: 5951.360352
	Iteration 24Q: 3 clusters Score -1.937331e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -19375456.000000 Penalty: 5951.360352
	Iteration 25Q: 3 clusters Score -1.937546e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -19377126.000000 Penalty: 5951.360352
	Iteration 26Q: 3 clusters Score -1.937713e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111902 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -19378342.000000 Penalty: 5951.360352
	Iteration 27Q: 3 clusters Score -1.937834e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112806 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -19379152.000000 Penalty: 5951.360352
	Iteration 28Q: 3 clusters Score -1.937915e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -19379606.000000 Penalty: 5951.360352
	Iteration 29Q: 3 clusters Score -1.937961e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114313 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -19379948.000000 Penalty: 5951.360352
	Iteration 30Q: 3 clusters Score -1.937995e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -19380206.000000 Penalty: 5951.360352
	Iteration 31Q: 3 clusters Score -1.938021e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -19380478.000000 Penalty: 5951.360352
	Iteration 32Q: 3 clusters Score -1.938048e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -19380674.000000 Penalty: 5951.360352
	Iteration 33Q: 3 clusters Score -1.938067e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116981 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -19380812.000000 Penalty: 5951.360352
	Iteration 34Q: 3 clusters Score -1.938081e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -19380996.000000 Penalty: 5951.360352
	Iteration 35Q: 3 clusters Score -1.9381e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118332 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -19381040.000000 Penalty: 5951.360352
	Iteration 36Q: 3 clusters Score -1.938104e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119005 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -19381146.000000 Penalty: 5951.360352
	Iteration 37Q: 3 clusters Score -1.938115e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119681 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -19381240.000000 Penalty: 5951.360352
	Iteration 38Q: 3 clusters Score -1.938124e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -19381330.000000 Penalty: 5951.360352
	Iteration 39Q: 3 clusters Score -1.938133e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -19381404.000000 Penalty: 5951.360352
	Iteration 40F: 3 clusters Score -1.93814e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121705 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -19381428.000000 Penalty: 5951.360352
	Iteration 41Q: 3 clusters Score -1.938143e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122349 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -19381462.000000 Penalty: 5951.360352
	Iteration 42Q: 3 clusters Score -1.938146e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122982 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -19381556.000000 Penalty: 5951.360352
	Iteration 43Q: 3 clusters Score -1.938156e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123580 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -19381596.000000 Penalty: 5951.360352
	Iteration 44Q: 3 clusters Score -1.93816e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124167 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -19381632.000000 Penalty: 5951.360352
	Iteration 45Q: 3 clusters Score -1.938163e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -19381794.000000 Penalty: 5951.360352
	Iteration 46Q: 3 clusters Score -1.938179e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125378 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -19381914.000000 Penalty: 5951.360352
	Iteration 47Q: 3 clusters Score -1.938191e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125946 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -19381952.000000 Penalty: 5951.360352
	Iteration 48Q: 3 clusters Score -1.938195e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126492 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -19382062.000000 Penalty: 5951.360352
	Iteration 49Q: 3 clusters Score -1.938206e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -19382164.000000 Penalty: 5951.360352
	Iteration 50Q: 3 clusters Score -1.938216e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -19382246.000000 Penalty: 5951.360352
	Iteration 51Q: 3 clusters Score -1.938225e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -19382210.000000 Penalty: 5951.360352
	Iteration 52Q: 3 clusters Score -1.938221e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -19382318.000000 Penalty: 5951.360352
	Iteration 53Q: 3 clusters Score -1.938232e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129219 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -19382336.000000 Penalty: 5951.360352
	Iteration 54Q: 3 clusters Score -1.938234e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129704 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -19382388.000000 Penalty: 5951.360352
	Iteration 55Q: 3 clusters Score -1.938239e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -19382480.000000 Penalty: 5951.360352
	Iteration 56Q: 3 clusters Score -1.938248e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130722 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -19382486.000000 Penalty: 5951.360352
	Iteration 57Q: 3 clusters Score -1.938249e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -19382592.000000 Penalty: 5951.360352
	Iteration 58Q: 3 clusters Score -1.938259e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131845 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -19382648.000000 Penalty: 5951.360352
	Iteration 59Q: 3 clusters Score -1.938265e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -19382746.000000 Penalty: 5951.360352
	Iteration 60F: 3 clusters Score -1.938275e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -19382892.000000 Penalty: 5951.360352
	Iteration 61Q: 3 clusters Score -1.938289e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -19382948.000000 Penalty: 5951.360352
	Iteration 62Q: 3 clusters Score -1.938295e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134344 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -19383028.000000 Penalty: 5951.360352
	Iteration 63Q: 3 clusters Score -1.938303e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134957 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -19383082.000000 Penalty: 5951.360352
	Iteration 64Q: 3 clusters Score -1.938308e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135574 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -19383196.000000 Penalty: 5951.360352
	Iteration 65Q: 3 clusters Score -1.93832e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -19383312.000000 Penalty: 5951.360352
	Iteration 66Q: 3 clusters Score -1.938331e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136761 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -19383348.000000 Penalty: 5951.360352
	Iteration 67Q: 3 clusters Score -1.938335e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -19383416.000000 Penalty: 5951.360352
	Iteration 68Q: 3 clusters Score -1.938342e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137908 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -19383494.000000 Penalty: 5951.360352
	Iteration 69Q: 3 clusters Score -1.938349e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -19383578.000000 Penalty: 5951.360352
	Iteration 70Q: 3 clusters Score -1.938358e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139010 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -19383696.000000 Penalty: 5951.360352
	Iteration 71Q: 3 clusters Score -1.93837e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139569 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -19383752.000000 Penalty: 5951.360352
	Iteration 72Q: 3 clusters Score -1.938375e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140130 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -19383848.000000 Penalty: 5951.360352
	Iteration 73Q: 3 clusters Score -1.938385e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -19384022.000000 Penalty: 5951.360352
	Iteration 74Q: 3 clusters Score -1.938402e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -19384116.000000 Penalty: 5951.360352
	Iteration 75Q: 3 clusters Score -1.938412e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -19384200.000000 Penalty: 5951.360352
	Iteration 76Q: 3 clusters Score -1.93842e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142194 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -19384314.000000 Penalty: 5951.360352
	Iteration 77Q: 3 clusters Score -1.938431e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -19384400.000000 Penalty: 5951.360352
	Iteration 78Q: 3 clusters Score -1.93844e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143207 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -19384508.000000 Penalty: 5951.360352
	Iteration 79Q: 3 clusters Score -1.938451e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143689 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -19384616.000000 Penalty: 5951.360352
	Iteration 80F: 3 clusters Score -1.938462e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144163 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -19384718.000000 Penalty: 5951.360352
	Iteration 81Q: 3 clusters Score -1.938472e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144612 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -19384812.000000 Penalty: 5951.360352
	Iteration 82Q: 3 clusters Score -1.938481e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -19384862.000000 Penalty: 5951.360352
	Iteration 83Q: 3 clusters Score -1.938486e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145408 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -19384940.000000 Penalty: 5951.360352
	Iteration 84Q: 3 clusters Score -1.938494e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -19385004.000000 Penalty: 5951.360352
	Iteration 85Q: 3 clusters Score -1.9385e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146194 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -19385062.000000 Penalty: 5951.360352
	Iteration 86Q: 3 clusters Score -1.938506e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146610 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -19385128.000000 Penalty: 5951.360352
	Iteration 87Q: 3 clusters Score -1.938513e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147001 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -19385112.000000 Penalty: 5951.360352
	Iteration 88Q: 3 clusters Score -1.938511e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -19385174.000000 Penalty: 5951.360352
	Iteration 89Q: 3 clusters Score -1.938517e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147734 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -19385244.000000 Penalty: 5951.360352
	Iteration 90Q: 3 clusters Score -1.938524e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -19385248.000000 Penalty: 5951.360352
	Iteration 91Q: 3 clusters Score -1.938525e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -19385248.000000 Penalty: 5951.360352
	Iteration 92Q: 3 clusters Score -1.938525e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148804 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -19385280.000000 Penalty: 5951.360352
	Iteration 93Q: 3 clusters Score -1.938528e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -19385318.000000 Penalty: 5951.360352
	Iteration 94Q: 3 clusters Score -1.938532e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -19385362.000000 Penalty: 5951.360352
	Iteration 95Q: 3 clusters Score -1.938536e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -19385400.000000 Penalty: 5951.360352
	Iteration 96Q: 3 clusters Score -1.93854e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -19385454.000000 Penalty: 5951.360352
	Iteration 97Q: 3 clusters Score -1.938545e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -19385496.000000 Penalty: 5951.360352
	Iteration 98Q: 3 clusters Score -1.93855e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150742 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -19385524.000000 Penalty: 5951.360352
	Iteration 99Q: 3 clusters Score -1.938552e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151013 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -19385578.000000 Penalty: 5951.360352
	Iteration 100F: 3 clusters Score -1.938558e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151266 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -19385540.000000 Penalty: 5951.360352
	Iteration 101Q: 3 clusters Score -1.938554e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151494 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -19385558.000000 Penalty: 5951.360352
	Iteration 102Q: 3 clusters Score -1.938556e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151706 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -19385576.000000 Penalty: 5951.360352
	Iteration 103Q: 3 clusters Score -1.938558e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151906 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -19385574.000000 Penalty: 5951.360352
	Iteration 104Q: 3 clusters Score -1.938557e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -19385596.000000 Penalty: 5951.360352
	Iteration 105Q: 3 clusters Score -1.93856e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -19385624.000000 Penalty: 5951.360352
	Iteration 106Q: 3 clusters Score -1.938562e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -19385614.000000 Penalty: 5951.360352
	Iteration 107Q: 3 clusters Score -1.938561e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -19385590.000000 Penalty: 5951.360352
	Iteration 108Q: 3 clusters Score -1.938559e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152914 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -19385576.000000 Penalty: 5951.360352
	Iteration 109Q: 3 clusters Score -1.938558e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -19385558.000000 Penalty: 5951.360352
	Iteration 110Q: 3 clusters Score -1.938556e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -19385556.000000 Penalty: 5951.360352
	Iteration 111Q: 3 clusters Score -1.938556e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -19385606.000000 Penalty: 5951.360352
	Iteration 112Q: 3 clusters Score -1.938561e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -19385598.000000 Penalty: 5951.360352
	Iteration 113Q: 3 clusters Score -1.93856e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -19385622.000000 Penalty: 5951.360352
	Iteration 114Q: 3 clusters Score -1.938562e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -19385588.000000 Penalty: 5951.360352
	Iteration 115Q: 3 clusters Score -1.938559e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154059 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -19385590.000000 Penalty: 5951.360352
	Iteration 116Q: 3 clusters Score -1.938559e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -19385544.000000 Penalty: 5951.360352
	Iteration 117Q: 3 clusters Score -1.938554e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154320 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -19385540.000000 Penalty: 5951.360352
	Iteration 118Q: 3 clusters Score -1.938554e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -19385552.000000 Penalty: 5951.360352
	Iteration 119Q: 3 clusters Score -1.938555e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -19385602.000000 Penalty: 5951.360352
	Iteration 120F: 3 clusters Score -1.93856e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154685 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -19385558.000000 Penalty: 5951.360352
	Iteration 121Q: 3 clusters Score -1.938556e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -19385612.000000 Penalty: 5951.360352
	Iteration 122Q: 3 clusters Score -1.938561e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -19385596.000000 Penalty: 5951.360352
	Iteration 123Q: 3 clusters Score -1.93856e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155056 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -19385602.000000 Penalty: 5951.360352
	Iteration 124Q: 3 clusters Score -1.93856e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -19385568.000000 Penalty: 5951.360352
	Iteration 125Q: 3 clusters Score -1.938557e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -19385560.000000 Penalty: 5951.360352
	Iteration 126Q: 3 clusters Score -1.938556e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155399 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -19385576.000000 Penalty: 5951.360352
	Iteration 127Q: 3 clusters Score -1.938558e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -19385614.000000 Penalty: 5951.360352
	Iteration 128Q: 3 clusters Score -1.938561e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155655 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -19385618.000000 Penalty: 5951.360352
	Iteration 129Q: 3 clusters Score -1.938562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155768 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -19385672.000000 Penalty: 5951.360352
	Iteration 130Q: 3 clusters Score -1.938567e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155886 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -19385688.000000 Penalty: 5951.360352
	Iteration 131Q: 3 clusters Score -1.938569e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156015 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -19385692.000000 Penalty: 5951.360352
	Iteration 132Q: 3 clusters Score -1.938569e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -19385714.000000 Penalty: 5951.360352
	Iteration 133Q: 3 clusters Score -1.938571e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -19385718.000000 Penalty: 5951.360352
	Iteration 134Q: 3 clusters Score -1.938572e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -19385714.000000 Penalty: 5951.360352
	Iteration 135Q: 3 clusters Score -1.938571e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -19385708.000000 Penalty: 5951.360352
	Iteration 136Q: 3 clusters Score -1.938571e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -19385756.000000 Penalty: 5951.360352
	Iteration 137Q: 3 clusters Score -1.938576e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -19385722.000000 Penalty: 5951.360352
	Iteration 138Q: 3 clusters Score -1.938572e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -19385710.000000 Penalty: 5951.360352
	Iteration 139Q: 3 clusters Score -1.938571e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -19385748.000000 Penalty: 5951.360352
	Iteration 140F: 3 clusters Score -1.938575e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -19385782.000000 Penalty: 5951.360352
	Iteration 141Q: 3 clusters Score -1.938578e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -19385788.000000 Penalty: 5951.360352
	Iteration 142Q: 3 clusters Score -1.938579e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -19385778.000000 Penalty: 5951.360352
	Iteration 143Q: 3 clusters Score -1.938578e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157431 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -19385772.000000 Penalty: 5951.360352
	Iteration 144Q: 3 clusters Score -1.938577e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -19385768.000000 Penalty: 5951.360352
	Iteration 145Q: 3 clusters Score -1.938577e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -19385752.000000 Penalty: 5951.360352
	Iteration 146Q: 3 clusters Score -1.938575e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157711 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -19385740.000000 Penalty: 5951.360352
	Iteration 147Q: 3 clusters Score -1.938574e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157816 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -19385726.000000 Penalty: 5951.360352
	Iteration 148Q: 3 clusters Score -1.938573e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -19385718.000000 Penalty: 5951.360352
	Iteration 149Q: 3 clusters Score -1.938572e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -19385730.000000 Penalty: 5951.360352
	Iteration 150Q: 3 clusters Score -1.938573e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158111 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -19385732.000000 Penalty: 5951.360352
	Iteration 151Q: 3 clusters Score -1.938573e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -19385746.000000 Penalty: 5951.360352
	Iteration 152Q: 3 clusters Score -1.938575e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158301 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -19385766.000000 Penalty: 5951.360352
	Iteration 153Q: 3 clusters Score -1.938577e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -19385778.000000 Penalty: 5951.360352
	Iteration 154Q: 3 clusters Score -1.938578e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -19385792.000000 Penalty: 5951.360352
	Iteration 155Q: 3 clusters Score -1.938579e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -19385782.000000 Penalty: 5951.360352
	Iteration 156Q: 3 clusters Score -1.938578e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158640 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -19385812.000000 Penalty: 5951.360352
	Iteration 157Q: 3 clusters Score -1.938581e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -19385830.000000 Penalty: 5951.360352
	Iteration 158Q: 3 clusters Score -1.938583e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -19385816.000000 Penalty: 5951.360352
	Iteration 159Q: 3 clusters Score -1.938582e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158879 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -19385824.000000 Penalty: 5951.360352
	Iteration 160F: 3 clusters Score -1.938582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -19385864.000000 Penalty: 5951.360352
	Iteration 161Q: 3 clusters Score -1.938586e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159041 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -19385906.000000 Penalty: 5951.360352
	Iteration 162Q: 3 clusters Score -1.938591e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159131 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19385886.000000 Penalty: 5951.360352
	Iteration 163Q: 3 clusters Score -1.938589e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -19385880.000000 Penalty: 5951.360352
	Iteration 164Q: 3 clusters Score -1.938588e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -19385878.000000 Penalty: 5951.360352
	Iteration 165Q: 3 clusters Score -1.938588e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159339 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -19385872.000000 Penalty: 5951.360352
	Iteration 166Q: 3 clusters Score -1.938587e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159405 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -19385852.000000 Penalty: 5951.360352
	Iteration 167Q: 3 clusters Score -1.938585e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -19385848.000000 Penalty: 5951.360352
	Iteration 168Q: 3 clusters Score -1.938585e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -19385856.000000 Penalty: 5951.360352
	Iteration 169Q: 3 clusters Score -1.938586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -19385878.000000 Penalty: 5951.360352
	Iteration 170Q: 3 clusters Score -1.938588e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19385880.000000 Penalty: 5951.360352
	Iteration 171Q: 3 clusters Score -1.938588e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19385898.000000 Penalty: 5951.360352
	Iteration 172Q: 3 clusters Score -1.93859e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159719 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -19385880.000000 Penalty: 5951.360352
	Iteration 173Q: 3 clusters Score -1.938588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -19385888.000000 Penalty: 5951.360352
	Iteration 174Q: 3 clusters Score -1.938589e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159824 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -19385888.000000 Penalty: 5951.360352
	Iteration 175Q: 3 clusters Score -1.938589e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -19385898.000000 Penalty: 5951.360352
	Iteration 176Q: 3 clusters Score -1.93859e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -19385870.000000 Penalty: 5951.360352
	Iteration 177Q: 3 clusters Score -1.938587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -19385858.000000 Penalty: 5951.360352
	Iteration 178Q: 3 clusters Score -1.938586e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160024 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -19385884.000000 Penalty: 5951.360352
	Iteration 179Q: 3 clusters Score -1.938588e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160082 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19385868.000000 Penalty: 5951.360352
	Iteration 180F: 3 clusters Score -1.938587e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19385878.000000 Penalty: 5951.360352
	Iteration 181Q: 3 clusters Score -1.938588e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -19385896.000000 Penalty: 5951.360352
	Iteration 182Q: 3 clusters Score -1.93859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -19385918.000000 Penalty: 5951.360352
	Iteration 183Q: 3 clusters Score -1.938592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160285 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -19385908.000000 Penalty: 5951.360352
	Iteration 184Q: 3 clusters Score -1.938591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160331 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -19385904.000000 Penalty: 5951.360352
	Iteration 185Q: 3 clusters Score -1.93859e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160371 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -19385930.000000 Penalty: 5951.360352
	Iteration 186Q: 3 clusters Score -1.938593e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -19385938.000000 Penalty: 5951.360352
	Iteration 187Q: 3 clusters Score -1.938594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160441 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19385930.000000 Penalty: 5951.360352
	Iteration 188Q: 3 clusters Score -1.938593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160470 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -19385906.000000 Penalty: 5951.360352
	Iteration 189Q: 3 clusters Score -1.938591e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19385924.000000 Penalty: 5951.360352
	Iteration 190Q: 3 clusters Score -1.938592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19385914.000000 Penalty: 5951.360352
	Iteration 191Q: 3 clusters Score -1.938591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19385908.000000 Penalty: 5951.360352
	Iteration 192Q: 3 clusters Score -1.938591e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160576 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -19385888.000000 Penalty: 5951.360352
	Iteration 193Q: 3 clusters Score -1.938589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160604 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -19385904.000000 Penalty: 5951.360352
	Iteration 194Q: 3 clusters Score -1.93859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160630 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -19385912.000000 Penalty: 5951.360352
	Iteration 195Q: 3 clusters Score -1.938591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160653 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19385916.000000 Penalty: 5951.360352
	Iteration 196Q: 3 clusters Score -1.938592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160669 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19385928.000000 Penalty: 5951.360352
	Iteration 197Q: 3 clusters Score -1.938593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160685 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -19385938.000000 Penalty: 5951.360352
	Iteration 198Q: 3 clusters Score -1.938594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160688 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -19385946.000000 Penalty: 5951.360352
	Iteration 199Q: 3 clusters Score -1.938595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19385920.000000 Penalty: 5951.360352
	Iteration 200F: 3 clusters Score -1.938592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160704 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19385914.000000 Penalty: 5951.360352
	Iteration 201Q: 3 clusters Score -1.938591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160714 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -19385928.000000 Penalty: 5951.360352
	Iteration 202Q: 3 clusters Score -1.938593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160722 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -19385926.000000 Penalty: 5951.360352
	Iteration 203Q: 3 clusters Score -1.938593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160732 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -19385910.000000 Penalty: 5951.360352
	Iteration 204Q: 3 clusters Score -1.938591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19385910.000000 Penalty: 5951.360352
	Iteration 205Q: 3 clusters Score -1.938591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -19385904.000000 Penalty: 5951.360352
	Iteration 206Q: 3 clusters Score -1.93859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160763 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19385910.000000 Penalty: 5951.360352
	Iteration 207Q: 3 clusters Score -1.938591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19385920.000000 Penalty: 5951.360352
	Iteration 208Q: 3 clusters Score -1.938592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160795 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -19385922.000000 Penalty: 5951.360352
	Iteration 209Q: 3 clusters Score -1.938592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19385918.000000 Penalty: 5951.360352
	Iteration 210Q: 3 clusters Score -1.938592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160828 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19385924.000000 Penalty: 5951.360352
	Iteration 211Q: 3 clusters Score -1.938592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19385916.000000 Penalty: 5951.360352
	Iteration 212Q: 3 clusters Score -1.938592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19385916.000000 Penalty: 5951.360352
	Iteration 213Q: 3 clusters Score -1.938592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160891 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19385916.000000 Penalty: 5951.360352
	Iteration 214Q: 3 clusters Score -1.938592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19385920.000000 Penalty: 5951.360352
	Iteration 215Q: 3 clusters Score -1.938592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -19385932.000000 Penalty: 5951.360352
	Iteration 216Q: 3 clusters Score -1.938593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160944 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -19385930.000000 Penalty: 5951.360352
	Iteration 217Q: 3 clusters Score -1.938593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19385928.000000 Penalty: 5951.360352
	Iteration 218Q: 3 clusters Score -1.938593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160970 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -19385928.000000 Penalty: 5951.360352
	Iteration 219Q: 3 clusters Score -1.938593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160979 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -19385932.000000 Penalty: 5951.360352
	Iteration 220F: 3 clusters Score -1.938593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19385940.000000 Penalty: 5951.360352
	Iteration 221Q: 3 clusters Score -1.938594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161004 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19385936.000000 Penalty: 5951.360352
	Iteration 222Q: 3 clusters Score -1.938594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19385944.000000 Penalty: 5951.360352
	Iteration 223Q: 3 clusters Score -1.938594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -19385958.000000 Penalty: 5951.360352
	Iteration 224Q: 3 clusters Score -1.938596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19385966.000000 Penalty: 5951.360352
	Iteration 225Q: 3 clusters Score -1.938597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161046 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19385966.000000 Penalty: 5951.360352
	Iteration 226Q: 3 clusters Score -1.938597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -19385968.000000 Penalty: 5951.360352
	Iteration 227Q: 3 clusters Score -1.938597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161063 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -19385978.000000 Penalty: 5951.360352
	Iteration 228Q: 3 clusters Score -1.938598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19385970.000000 Penalty: 5951.360352
	Iteration 229Q: 3 clusters Score -1.938597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19385978.000000 Penalty: 5951.360352
	Iteration 230Q: 3 clusters Score -1.938598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161083 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19385974.000000 Penalty: 5951.360352
	Iteration 231Q: 3 clusters Score -1.938597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -19385982.000000 Penalty: 5951.360352
	Iteration 232Q: 3 clusters Score -1.938598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -19385982.000000 Penalty: 5951.360352
	Iteration 233Q: 3 clusters Score -1.938598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -19385984.000000 Penalty: 5951.360352
	Iteration 234Q: 3 clusters Score -1.938598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19385992.000000 Penalty: 5951.360352
	Iteration 235Q: 3 clusters Score -1.938599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161098 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19385990.000000 Penalty: 5951.360352
	Iteration 236Q: 3 clusters Score -1.938599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161102 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19385992.000000 Penalty: 5951.360352
	Iteration 237Q: 3 clusters Score -1.938599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161104 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -19386006.000000 Penalty: 5951.360352
	Iteration 238Q: 3 clusters Score -1.938601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161110 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19385996.000000 Penalty: 5951.360352
	Iteration 239Q: 3 clusters Score -1.9386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161115 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -19385996.000000 Penalty: 5951.360352
	Iteration 240F: 3 clusters Score -1.9386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161120 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19385996.000000 Penalty: 5951.360352
	Iteration 241Q: 3 clusters Score -1.9386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19385990.000000 Penalty: 5951.360352
	Iteration 242Q: 3 clusters Score -1.938599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161128 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19385994.000000 Penalty: 5951.360352
	Iteration 243Q: 3 clusters Score -1.938599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161134 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19385980.000000 Penalty: 5951.360352
	Iteration 244Q: 3 clusters Score -1.938598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19385966.000000 Penalty: 5951.360352
	Iteration 245Q: 3 clusters Score -1.938597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19385990.000000 Penalty: 5951.360352
	Iteration 246Q: 3 clusters Score -1.938599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161151 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19386006.000000 Penalty: 5951.360352
	Iteration 247Q: 3 clusters Score -1.938601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19386000.000000 Penalty: 5951.360352
	Iteration 248Q: 3 clusters Score -1.9386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -19386006.000000 Penalty: 5951.360352
	Iteration 249Q: 3 clusters Score -1.938601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161172 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19386010.000000 Penalty: 5951.360352
	Iteration 250Q: 3 clusters Score -1.938601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161177 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19386006.000000 Penalty: 5951.360352
	Iteration 251Q: 3 clusters Score -1.938601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19386004.000000 Penalty: 5951.360352
	Iteration 252Q: 3 clusters Score -1.9386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19386002.000000 Penalty: 5951.360352
	Iteration 253Q: 3 clusters Score -1.9386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19386004.000000 Penalty: 5951.360352
	Iteration 254Q: 3 clusters Score -1.9386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161183 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19386002.000000 Penalty: 5951.360352
	Iteration 255Q: 3 clusters Score -1.9386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161186 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19385998.000000 Penalty: 5951.360352
	Iteration 256Q: 3 clusters Score -1.9386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19385996.000000 Penalty: 5951.360352
	Iteration 257Q: 3 clusters Score -1.9386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19386012.000000 Penalty: 5951.360352
	Iteration 258Q: 3 clusters Score -1.938601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161193 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -19386014.000000 Penalty: 5951.360352
	Iteration 259Q: 3 clusters Score -1.938601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19386004.000000 Penalty: 5951.360352
	Iteration 260F: 3 clusters Score -1.9386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161193 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -19386002.000000 Penalty: 5951.360352
	Iteration 261Q: 3 clusters Score -1.9386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19385998.000000 Penalty: 5951.360352
	Iteration 262Q: 3 clusters Score -1.9386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19385998.000000 Penalty: 5951.360352
	Iteration 263F: 3 clusters Score -1.9386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36438.476562 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36438.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36630.902344 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36630.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36700.625000 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -36700.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36725.500000 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36725.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36766.441406 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36766.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36799.882812 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -36799.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36823.414062 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -36823.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36843.031250 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -36843.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36852.429688 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -36852.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36861.718750 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -36861.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36871.960938 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -36871.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36885.375000 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -36885.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36906.753906 Penalty: 2938.430908
	Iteration 12Q: 3 clusters Score -36906.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36915.117188 Penalty: 2938.430908
	Iteration 13Q: 3 clusters Score -36915.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36973.320312 Penalty: 2938.430908
	Iteration 14Q: 3 clusters Score -36973.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36991.046875 Penalty: 2938.430908
	Iteration 15Q: 3 clusters Score -36991.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36996.292969 Penalty: 2938.430908
	Iteration 16Q: 3 clusters Score -36996.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37004.050781 Penalty: 2938.430908
	Iteration 17Q: 3 clusters Score -37004.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37005.406250 Penalty: 2938.430908
	Iteration 18Q: 3 clusters Score -37005.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37014.054688 Penalty: 2938.430908
	Iteration 19Q: 3 clusters Score -37014.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37021.562500 Penalty: 2938.430908
	Iteration 20F: 3 clusters Score -37021.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37024.554688 Penalty: 2938.430908
	Iteration 21Q: 3 clusters Score -37024.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37028.386719 Penalty: 2938.430908
	Iteration 22Q: 3 clusters Score -37028.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37033.609375 Penalty: 2938.430908
	Iteration 23Q: 3 clusters Score -37033.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37037.027344 Penalty: 2938.430908
	Iteration 24Q: 3 clusters Score -37037.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37037.027344 Penalty: 2938.430908
	Iteration 25F: 3 clusters Score -37037.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Entering Unmasked Estep 
Score: -4347209.000000 Penalty: 2606.294189
	Iteration 0F: 2 clusters Score -4347209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4322122.000000 Penalty: 5212.588379
	Iteration 0F: 3 clusters Score -4322122 nChanged 16819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4331437.500000 Penalty: 5212.588379
	Iteration 1F: 3 clusters Score -4331438 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4331927.500000 Penalty: 5212.588379
	Iteration 2Q: 3 clusters Score -4331928 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4332383.000000 Penalty: 5212.588379
	Iteration 3Q: 3 clusters Score -4332383 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4332849.000000 Penalty: 5212.588379
	Iteration 4Q: 3 clusters Score -4332849 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4333396.500000 Penalty: 5212.588379
	Iteration 5Q: 3 clusters Score -4333396 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4334257.000000 Penalty: 5212.588379
	Iteration 6Q: 3 clusters Score -4334257 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4335443.500000 Penalty: 5212.588379
	Iteration 7F: 3 clusters Score -4335444 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -4337048.000000 Penalty: 5212.588379
	Iteration 8F: 3 clusters Score -4337048 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4338903.000000 Penalty: 5212.588379
	Iteration 9F: 3 clusters Score -4338903 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4340696.000000 Penalty: 5212.588379
	Iteration 10F: 3 clusters Score -4340696 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4342108.000000 Penalty: 5212.588379
	Iteration 11Q: 3 clusters Score -4342108 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -4343122.000000 Penalty: 5212.588379
	Iteration 12Q: 3 clusters Score -4343122 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -4343793.500000 Penalty: 5212.588379
	Iteration 13Q: 3 clusters Score -4343794 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4344211.000000 Penalty: 5212.588379
	Iteration 14Q: 3 clusters Score -4344211 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4344459.500000 Penalty: 5212.588379
	Iteration 15Q: 3 clusters Score -4344460 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4344605.000000 Penalty: 5212.588379
	Iteration 16Q: 3 clusters Score -4344605 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4344697.000000 Penalty: 5212.588379
	Iteration 17Q: 3 clusters Score -4344697 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4344779.000000 Penalty: 5212.588379
	Iteration 18Q: 3 clusters Score -4344779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4344832.000000 Penalty: 5212.588379
	Iteration 19Q: 3 clusters Score -4344832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4344866.500000 Penalty: 5212.588379
	Iteration 20F: 3 clusters Score -4344866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4344894.500000 Penalty: 5212.588379
	Iteration 21Q: 3 clusters Score -4344894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4344910.500000 Penalty: 5212.588379
	Iteration 22Q: 3 clusters Score -4344910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4344930.000000 Penalty: 5212.588379
	Iteration 23Q: 3 clusters Score -4344930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4344945.500000 Penalty: 5212.588379
	Iteration 24Q: 3 clusters Score -4344946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4344958.000000 Penalty: 5212.588379
	Iteration 25Q: 3 clusters Score -4344958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4344971.000000 Penalty: 5212.588379
	Iteration 26Q: 3 clusters Score -4344971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4344981.000000 Penalty: 5212.588379
	Iteration 27Q: 3 clusters Score -4344981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4344990.000000 Penalty: 5212.588379
	Iteration 28Q: 3 clusters Score -4344990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4344997.500000 Penalty: 5212.588379
	Iteration 29Q: 3 clusters Score -4344998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4345000.500000 Penalty: 5212.588379
	Iteration 30Q: 3 clusters Score -4345000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4345008.500000 Penalty: 5212.588379
	Iteration 31Q: 3 clusters Score -4345008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4345005.000000 Penalty: 5212.588379
	Iteration 32Q: 3 clusters Score -4345005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4345003.000000 Penalty: 5212.588379
	Iteration 33Q: 3 clusters Score -4345003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4345002.500000 Penalty: 5212.588379
	Iteration 34Q: 3 clusters Score -4345002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4345002.000000 Penalty: 5212.588379
	Iteration 35Q: 3 clusters Score -4345002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4345006.000000 Penalty: 5212.588379
	Iteration 36Q: 3 clusters Score -4345006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4345010.000000 Penalty: 5212.588379
	Iteration 37Q: 3 clusters Score -4345010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4345020.000000 Penalty: 5212.588379
	Iteration 38Q: 3 clusters Score -4345020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4345018.000000 Penalty: 5212.588379
	Iteration 39Q: 3 clusters Score -4345018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4345018.000000 Penalty: 5212.588379
	Iteration 40F: 3 clusters Score -4345018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (239734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239734 members 
Entering Unmasked Estep 
Score: -28127874.000000 Penalty: 3072.046631
	Iteration 0F: 2 clusters Score -2.812787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120376 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -27966872.000000 Penalty: 6144.093262
	Iteration 0F: 3 clusters Score -2.796687e+07 nChanged 116032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131170 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -28036058.000000 Penalty: 6144.093262
	Iteration 1F: 3 clusters Score -2.803606e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138261 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -28038936.000000 Penalty: 6144.093262
	Iteration 2Q: 3 clusters Score -2.803894e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -28044678.000000 Penalty: 6144.093262
	Iteration 3Q: 3 clusters Score -2.804468e+07 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -28055088.000000 Penalty: 6144.093262
	Iteration 4F: 3 clusters Score -2.805509e+07 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186663 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -28073468.000000 Penalty: 6144.093262
	Iteration 5F: 3 clusters Score -2.807347e+07 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209392 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -28095656.000000 Penalty: 6144.093262
	Iteration 6F: 3 clusters Score -2.809566e+07 nChanged 17576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226930 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -28114182.000000 Penalty: 6144.093262
	Iteration 7F: 3 clusters Score -2.811418e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235413 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -28122450.000000 Penalty: 6144.093262
	Iteration 8Q: 3 clusters Score -2.812245e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238075 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -28125018.000000 Penalty: 6144.093262
	Iteration 9Q: 3 clusters Score -2.812502e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238723 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -28125924.000000 Penalty: 6144.093262
	Iteration 10Q: 3 clusters Score -2.812592e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238835 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -28126504.000000 Penalty: 6144.093262
	Iteration 11Q: 3 clusters Score -2.81265e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238798 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -28126878.000000 Penalty: 6144.093262
	Iteration 12Q: 3 clusters Score -2.812688e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238681 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -28127036.000000 Penalty: 6144.093262
	Iteration 13Q: 3 clusters Score -2.812704e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238575 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -28127184.000000 Penalty: 6144.093262
	Iteration 14Q: 3 clusters Score -2.812718e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238494 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -28127292.000000 Penalty: 6144.093262
	Iteration 15Q: 3 clusters Score -2.812729e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238431 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -28127352.000000 Penalty: 6144.093262
	Iteration 16Q: 3 clusters Score -2.812735e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238379 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -28127374.000000 Penalty: 6144.093262
	Iteration 17Q: 3 clusters Score -2.812737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238338 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -28127390.000000 Penalty: 6144.093262
	Iteration 18Q: 3 clusters Score -2.812739e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238314 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -28127390.000000 Penalty: 6144.093262
	Iteration 19Q: 3 clusters Score -2.812739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238301 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -28127408.000000 Penalty: 6144.093262
	Iteration 20F: 3 clusters Score -2.812741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238288 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -28127390.000000 Penalty: 6144.093262
	Iteration 21Q: 3 clusters Score -2.812739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238274 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -28127402.000000 Penalty: 6144.093262
	Iteration 22Q: 3 clusters Score -2.81274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238271 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -28127388.000000 Penalty: 6144.093262
	Iteration 23Q: 3 clusters Score -2.812739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238266 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -28127400.000000 Penalty: 6144.093262
	Iteration 24Q: 3 clusters Score -2.81274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238264 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -28127434.000000 Penalty: 6144.093262
	Iteration 25Q: 3 clusters Score -2.812743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238258 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28127438.000000 Penalty: 6144.093262
	Iteration 26Q: 3 clusters Score -2.812744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238252 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -28127436.000000 Penalty: 6144.093262
	Iteration 27Q: 3 clusters Score -2.812744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -28127430.000000 Penalty: 6144.093262
	Iteration 28Q: 3 clusters Score -2.812743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238246 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -28127436.000000 Penalty: 6144.093262
	Iteration 29Q: 3 clusters Score -2.812744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238245 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -28127434.000000 Penalty: 6144.093262
	Iteration 30Q: 3 clusters Score -2.812743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238243 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -28127438.000000 Penalty: 6144.093262
	Iteration 31Q: 3 clusters Score -2.812744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238241 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -28127430.000000 Penalty: 6144.093262
	Iteration 32Q: 3 clusters Score -2.812743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238241 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -28127430.000000 Penalty: 6144.093262
	Iteration 33F: 3 clusters Score -2.812743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -471215.000000 Penalty: 2074.166748
	Iteration 0F: 2 clusters Score -471215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -467279.718750 Penalty: 4148.333496
	Iteration 0F: 3 clusters Score -467279.7 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -468912.875000 Penalty: 4148.333496
	Iteration 1F: 3 clusters Score -468912.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -469696.625000 Penalty: 4148.333496
	Iteration 2F: 3 clusters Score -469696.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -470272.718750 Penalty: 4148.333496
	Iteration 3F: 3 clusters Score -470272.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -470650.875000 Penalty: 4148.333496
	Iteration 4F: 3 clusters Score -470650.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -470875.562500 Penalty: 4148.333496
	Iteration 5F: 3 clusters Score -470875.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -470983.750000 Penalty: 4148.333496
	Iteration 6Q: 3 clusters Score -470983.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -471038.531250 Penalty: 4148.333496
	Iteration 7Q: 3 clusters Score -471038.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -471066.750000 Penalty: 4148.333496
	Iteration 8Q: 3 clusters Score -471066.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -471092.437500 Penalty: 4148.333496
	Iteration 9Q: 3 clusters Score -471092.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -471116.500000 Penalty: 4148.333496
	Iteration 10Q: 3 clusters Score -471116.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -471140.812500 Penalty: 4148.333496
	Iteration 11Q: 3 clusters Score -471140.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -471174.437500 Penalty: 4148.333496
	Iteration 12Q: 3 clusters Score -471174.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -471221.343750 Penalty: 4148.333496
	Iteration 13Q: 3 clusters Score -471221.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -471260.406250 Penalty: 4148.333496
	Iteration 14Q: 3 clusters Score -471260.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -471291.968750 Penalty: 4148.333496
	Iteration 15Q: 3 clusters Score -471292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -471309.000000 Penalty: 4148.333496
	Iteration 16Q: 3 clusters Score -471309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -471320.031250 Penalty: 4148.333496
	Iteration 17Q: 3 clusters Score -471320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -471330.187500 Penalty: 4148.333496
	Iteration 18Q: 3 clusters Score -471330.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -471334.812500 Penalty: 4148.333496
	Iteration 19Q: 3 clusters Score -471334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -471340.000000 Penalty: 4148.333496
	Iteration 20F: 3 clusters Score -471340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -471342.781250 Penalty: 4148.333496
	Iteration 21Q: 3 clusters Score -471342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -471345.562500 Penalty: 4148.333496
	Iteration 22Q: 3 clusters Score -471345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -471347.093750 Penalty: 4148.333496
	Iteration 23Q: 3 clusters Score -471347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -471348.031250 Penalty: 4148.333496
	Iteration 24Q: 3 clusters Score -471348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -471349.562500 Penalty: 4148.333496
	Iteration 25Q: 3 clusters Score -471349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -471352.375000 Penalty: 4148.333496
	Iteration 26Q: 3 clusters Score -471352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -471354.781250 Penalty: 4148.333496
	Iteration 27Q: 3 clusters Score -471354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -471356.312500 Penalty: 4148.333496
	Iteration 28Q: 3 clusters Score -471356.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -471358.468750 Penalty: 4148.333496
	Iteration 29Q: 3 clusters Score -471358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -471358.750000 Penalty: 4148.333496
	Iteration 30Q: 3 clusters Score -471358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -471360.437500 Penalty: 4148.333496
	Iteration 31Q: 3 clusters Score -471360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -471362.437500 Penalty: 4148.333496
	Iteration 32Q: 3 clusters Score -471362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -471365.468750 Penalty: 4148.333496
	Iteration 33Q: 3 clusters Score -471365.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -471370.375000 Penalty: 4148.333496
	Iteration 34Q: 3 clusters Score -471370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -471372.406250 Penalty: 4148.333496
	Iteration 35Q: 3 clusters Score -471372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -471375.218750 Penalty: 4148.333496
	Iteration 36Q: 3 clusters Score -471375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -471379.531250 Penalty: 4148.333496
	Iteration 37Q: 3 clusters Score -471379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -471380.500000 Penalty: 4148.333496
	Iteration 38Q: 3 clusters Score -471380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -471380.843750 Penalty: 4148.333496
	Iteration 39Q: 3 clusters Score -471380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -471382.125000 Penalty: 4148.333496
	Iteration 40F: 3 clusters Score -471382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -471383.218750 Penalty: 4148.333496
	Iteration 41Q: 3 clusters Score -471383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -471382.781250 Penalty: 4148.333496
	Iteration 42Q: 3 clusters Score -471382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -471384.937500 Penalty: 4148.333496
	Iteration 43Q: 3 clusters Score -471384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -471385.906250 Penalty: 4148.333496
	Iteration 44Q: 3 clusters Score -471385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -471386.625000 Penalty: 4148.333496
	Iteration 45Q: 3 clusters Score -471386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -471386.531250 Penalty: 4148.333496
	Iteration 46Q: 3 clusters Score -471386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -471386.531250 Penalty: 4148.333496
	Iteration 47F: 3 clusters Score -471386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 111273 members 
Mstep: Class 3 contains 24398 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 25994 members 
Mstep: Class 8 contains 115957 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 64571 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 68446 members 
Mstep: Class 14 contains 162545 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36653 members 
Mstep: Class 17 contains 239734 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 159409 members 
Mstep: Class 21 contains 176312 members 
Mstep: Class 22 contains 97879 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 170894 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82464 members 
Mstep: Class 30 contains 30058 members 
Mstep: Class 31 contains 5790 members 
Mstep: Class 32 contains 5464 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 1122 members 
Entering Unmasked Estep 
Score: -205554368.000000 Penalty: 121378.507812
Splitting cluster 18 changes total score from -205554880.000000 to -205554368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Entering Unmasked Estep 
Score: -2112365.750000 Penalty: 2436.623047
	Iteration 0F: 2 clusters Score -2112366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2099187.750000 Penalty: 4873.246094
	Iteration 0F: 3 clusters Score -2099188 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2103546.000000 Penalty: 4873.246094
	Iteration 1F: 3 clusters Score -2103546 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2104041.250000 Penalty: 4873.246094
	Iteration 2F: 3 clusters Score -2104041 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2104583.750000 Penalty: 4873.246094
	Iteration 3F: 3 clusters Score -2104584 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2105348.500000 Penalty: 4873.246094
	Iteration 4F: 3 clusters Score -2105348 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2106295.500000 Penalty: 4873.246094
	Iteration 5F: 3 clusters Score -2106296 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2107291.000000 Penalty: 4873.246094
	Iteration 6F: 3 clusters Score -2107291 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2108223.750000 Penalty: 4873.246094
	Iteration 7F: 3 clusters Score -2108224 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2109028.500000 Penalty: 4873.246094
	Iteration 8F: 3 clusters Score -2109028 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2109651.000000 Penalty: 4873.246094
	Iteration 9Q: 3 clusters Score -2109651 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2110127.000000 Penalty: 4873.246094
	Iteration 10Q: 3 clusters Score -2110127 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2110450.250000 Penalty: 4873.246094
	Iteration 11Q: 3 clusters Score -2110450 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2110672.250000 Penalty: 4873.246094
	Iteration 12Q: 3 clusters Score -2110672 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2110786.750000 Penalty: 4873.246094
	Iteration 13Q: 3 clusters Score -2110787 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2110850.000000 Penalty: 4873.246094
	Iteration 14Q: 3 clusters Score -2110850 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2110903.500000 Penalty: 4873.246094
	Iteration 15Q: 3 clusters Score -2110904 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2110942.250000 Penalty: 4873.246094
	Iteration 16Q: 3 clusters Score -2110942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2110985.750000 Penalty: 4873.246094
	Iteration 17Q: 3 clusters Score -2110986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2111012.000000 Penalty: 4873.246094
	Iteration 18Q: 3 clusters Score -2111012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2111036.500000 Penalty: 4873.246094
	Iteration 19Q: 3 clusters Score -2111036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2111054.500000 Penalty: 4873.246094
	Iteration 20F: 3 clusters Score -2111054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2111063.250000 Penalty: 4873.246094
	Iteration 21Q: 3 clusters Score -2111063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2111075.000000 Penalty: 4873.246094
	Iteration 22Q: 3 clusters Score -2111075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2111084.500000 Penalty: 4873.246094
	Iteration 23Q: 3 clusters Score -2111084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2111093.500000 Penalty: 4873.246094
	Iteration 24Q: 3 clusters Score -2111094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2111107.500000 Penalty: 4873.246094
	Iteration 25Q: 3 clusters Score -2111108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2111111.500000 Penalty: 4873.246094
	Iteration 26Q: 3 clusters Score -2111112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2111113.500000 Penalty: 4873.246094
	Iteration 27Q: 3 clusters Score -2111114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2111119.250000 Penalty: 4873.246094
	Iteration 28Q: 3 clusters Score -2111119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2111122.750000 Penalty: 4873.246094
	Iteration 29Q: 3 clusters Score -2111123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2111120.000000 Penalty: 4873.246094
	Iteration 30Q: 3 clusters Score -2111120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2111120.750000 Penalty: 4873.246094
	Iteration 31Q: 3 clusters Score -2111121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2111124.250000 Penalty: 4873.246094
	Iteration 32Q: 3 clusters Score -2111124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2111120.750000 Penalty: 4873.246094
	Iteration 33Q: 3 clusters Score -2111121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2111121.250000 Penalty: 4873.246094
	Iteration 34Q: 3 clusters Score -2111121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2111121.250000 Penalty: 4873.246094
	Iteration 35F: 3 clusters Score -2111121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159409 members 
Entering Unmasked Estep 
Score: -19098298.000000 Penalty: 2970.848877
	Iteration 0F: 2 clusters Score -1.90983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -18992718.000000 Penalty: 5941.697754
	Iteration 0F: 3 clusters Score -1.899272e+07 nChanged 76501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -19037854.000000 Penalty: 5941.697754
	Iteration 1F: 3 clusters Score -1.903785e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 77439 members 
Entering Unmasked Estep 
Score: -19039580.000000 Penalty: 5941.697754
	Iteration 2Q: 3 clusters Score -1.903958e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -19041606.000000 Penalty: 5941.697754
	Iteration 3Q: 3 clusters Score -1.904161e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -19043834.000000 Penalty: 5941.697754
	Iteration 4Q: 3 clusters Score -1.904383e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -19046496.000000 Penalty: 5941.697754
	Iteration 5Q: 3 clusters Score -1.90465e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -19049700.000000 Penalty: 5941.697754
	Iteration 6Q: 3 clusters Score -1.90497e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -19053222.000000 Penalty: 5941.697754
	Iteration 7Q: 3 clusters Score -1.905322e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -19057672.000000 Penalty: 5941.697754
	Iteration 8F: 3 clusters Score -1.905767e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -19062646.000000 Penalty: 5941.697754
	Iteration 9F: 3 clusters Score -1.906265e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -19067404.000000 Penalty: 5941.697754
	Iteration 10Q: 3 clusters Score -1.90674e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -19070866.000000 Penalty: 5941.697754
	Iteration 11Q: 3 clusters Score -1.907087e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113646 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -19073354.000000 Penalty: 5941.697754
	Iteration 12Q: 3 clusters Score -1.907335e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116802 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -19075094.000000 Penalty: 5941.697754
	Iteration 13Q: 3 clusters Score -1.907509e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119898 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -19076616.000000 Penalty: 5941.697754
	Iteration 14Q: 3 clusters Score -1.907662e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -19077950.000000 Penalty: 5941.697754
	Iteration 15Q: 3 clusters Score -1.907795e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -19079392.000000 Penalty: 5941.697754
	Iteration 16Q: 3 clusters Score -1.907939e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128983 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -19080896.000000 Penalty: 5941.697754
	Iteration 17Q: 3 clusters Score -1.90809e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -19082488.000000 Penalty: 5941.697754
	Iteration 18Q: 3 clusters Score -1.908249e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134820 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -19084038.000000 Penalty: 5941.697754
	Iteration 19Q: 3 clusters Score -1.908404e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137565 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -19085886.000000 Penalty: 5941.697754
	Iteration 20F: 3 clusters Score -1.908589e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139982 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -19087572.000000 Penalty: 5941.697754
	Iteration 21Q: 3 clusters Score -1.908757e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -19089264.000000 Penalty: 5941.697754
	Iteration 22Q: 3 clusters Score -1.908926e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143915 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -19090716.000000 Penalty: 5941.697754
	Iteration 23Q: 3 clusters Score -1.909072e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145500 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -19092016.000000 Penalty: 5941.697754
	Iteration 24Q: 3 clusters Score -1.909202e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146819 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -19093026.000000 Penalty: 5941.697754
	Iteration 25Q: 3 clusters Score -1.909303e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147942 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -19093742.000000 Penalty: 5941.697754
	Iteration 26Q: 3 clusters Score -1.909374e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -19094360.000000 Penalty: 5941.697754
	Iteration 27Q: 3 clusters Score -1.909436e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -19094728.000000 Penalty: 5941.697754
	Iteration 28Q: 3 clusters Score -1.909473e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -19094954.000000 Penalty: 5941.697754
	Iteration 29Q: 3 clusters Score -1.909495e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -19095188.000000 Penalty: 5941.697754
	Iteration 30Q: 3 clusters Score -1.909519e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -19095390.000000 Penalty: 5941.697754
	Iteration 31Q: 3 clusters Score -1.909539e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152276 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -19095526.000000 Penalty: 5941.697754
	Iteration 32Q: 3 clusters Score -1.909553e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -19095586.000000 Penalty: 5941.697754
	Iteration 33Q: 3 clusters Score -1.909559e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153177 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -19095686.000000 Penalty: 5941.697754
	Iteration 34Q: 3 clusters Score -1.909569e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -19095792.000000 Penalty: 5941.697754
	Iteration 35Q: 3 clusters Score -1.909579e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -19095892.000000 Penalty: 5941.697754
	Iteration 36Q: 3 clusters Score -1.909589e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154224 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -19095930.000000 Penalty: 5941.697754
	Iteration 37Q: 3 clusters Score -1.909593e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -19095940.000000 Penalty: 5941.697754
	Iteration 38Q: 3 clusters Score -1.909594e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -19096000.000000 Penalty: 5941.697754
	Iteration 39Q: 3 clusters Score -1.9096e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -19096062.000000 Penalty: 5941.697754
	Iteration 40F: 3 clusters Score -1.909606e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -19096034.000000 Penalty: 5941.697754
	Iteration 41Q: 3 clusters Score -1.909603e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -19096006.000000 Penalty: 5941.697754
	Iteration 42Q: 3 clusters Score -1.909601e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155356 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -19096034.000000 Penalty: 5941.697754
	Iteration 43Q: 3 clusters Score -1.909603e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -19096050.000000 Penalty: 5941.697754
	Iteration 44Q: 3 clusters Score -1.909605e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -19096076.000000 Penalty: 5941.697754
	Iteration 45Q: 3 clusters Score -1.909608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155638 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -19096056.000000 Penalty: 5941.697754
	Iteration 46Q: 3 clusters Score -1.909606e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -19096100.000000 Penalty: 5941.697754
	Iteration 47Q: 3 clusters Score -1.90961e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155798 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -19096124.000000 Penalty: 5941.697754
	Iteration 48Q: 3 clusters Score -1.909612e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155884 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -19096096.000000 Penalty: 5941.697754
	Iteration 49Q: 3 clusters Score -1.90961e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155951 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -19096086.000000 Penalty: 5941.697754
	Iteration 50Q: 3 clusters Score -1.909609e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -19096090.000000 Penalty: 5941.697754
	Iteration 51Q: 3 clusters Score -1.909609e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -19096092.000000 Penalty: 5941.697754
	Iteration 52Q: 3 clusters Score -1.909609e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -19096126.000000 Penalty: 5941.697754
	Iteration 53Q: 3 clusters Score -1.909613e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -19096166.000000 Penalty: 5941.697754
	Iteration 54Q: 3 clusters Score -1.909617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156285 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -19096142.000000 Penalty: 5941.697754
	Iteration 55Q: 3 clusters Score -1.909614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -19096130.000000 Penalty: 5941.697754
	Iteration 56Q: 3 clusters Score -1.909613e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19096134.000000 Penalty: 5941.697754
	Iteration 57Q: 3 clusters Score -1.909613e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156443 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -19096174.000000 Penalty: 5941.697754
	Iteration 58Q: 3 clusters Score -1.909617e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19096216.000000 Penalty: 5941.697754
	Iteration 59Q: 3 clusters Score -1.909622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -19096216.000000 Penalty: 5941.697754
	Iteration 60F: 3 clusters Score -1.909622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -19096224.000000 Penalty: 5941.697754
	Iteration 61Q: 3 clusters Score -1.909622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -19096262.000000 Penalty: 5941.697754
	Iteration 62Q: 3 clusters Score -1.909626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -19096262.000000 Penalty: 5941.697754
	Iteration 63Q: 3 clusters Score -1.909626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156619 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19096270.000000 Penalty: 5941.697754
	Iteration 64Q: 3 clusters Score -1.909627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -19096268.000000 Penalty: 5941.697754
	Iteration 65Q: 3 clusters Score -1.909627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156663 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -19096288.000000 Penalty: 5941.697754
	Iteration 66Q: 3 clusters Score -1.909629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 67Q: 3 clusters Score -1.909628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -19096302.000000 Penalty: 5941.697754
	Iteration 68Q: 3 clusters Score -1.90963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -19096308.000000 Penalty: 5941.697754
	Iteration 69Q: 3 clusters Score -1.909631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156725 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -19096328.000000 Penalty: 5941.697754
	Iteration 70Q: 3 clusters Score -1.909633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19096318.000000 Penalty: 5941.697754
	Iteration 71Q: 3 clusters Score -1.909632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 72Q: 3 clusters Score -1.90963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19096298.000000 Penalty: 5941.697754
	Iteration 73Q: 3 clusters Score -1.90963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156786 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19096290.000000 Penalty: 5941.697754
	Iteration 74Q: 3 clusters Score -1.909629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156802 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19096288.000000 Penalty: 5941.697754
	Iteration 75Q: 3 clusters Score -1.909629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156821 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -19096276.000000 Penalty: 5941.697754
	Iteration 76Q: 3 clusters Score -1.909628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -19096280.000000 Penalty: 5941.697754
	Iteration 77Q: 3 clusters Score -1.909628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156842 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -19096264.000000 Penalty: 5941.697754
	Iteration 78Q: 3 clusters Score -1.909626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -19096244.000000 Penalty: 5941.697754
	Iteration 79Q: 3 clusters Score -1.909624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -19096236.000000 Penalty: 5941.697754
	Iteration 80F: 3 clusters Score -1.909624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156867 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -19096234.000000 Penalty: 5941.697754
	Iteration 81Q: 3 clusters Score -1.909623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156878 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -19096238.000000 Penalty: 5941.697754
	Iteration 82Q: 3 clusters Score -1.909624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156883 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -19096238.000000 Penalty: 5941.697754
	Iteration 83Q: 3 clusters Score -1.909624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19096252.000000 Penalty: 5941.697754
	Iteration 84Q: 3 clusters Score -1.909625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -19096250.000000 Penalty: 5941.697754
	Iteration 85Q: 3 clusters Score -1.909625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156896 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -19096260.000000 Penalty: 5941.697754
	Iteration 86Q: 3 clusters Score -1.909626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -19096260.000000 Penalty: 5941.697754
	Iteration 87Q: 3 clusters Score -1.909626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156898 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -19096256.000000 Penalty: 5941.697754
	Iteration 88Q: 3 clusters Score -1.909626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -19096256.000000 Penalty: 5941.697754
	Iteration 89Q: 3 clusters Score -1.909626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156907 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -19096262.000000 Penalty: 5941.697754
	Iteration 90Q: 3 clusters Score -1.909626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -19096254.000000 Penalty: 5941.697754
	Iteration 91Q: 3 clusters Score -1.909625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156911 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19096256.000000 Penalty: 5941.697754
	Iteration 92Q: 3 clusters Score -1.909626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156911 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19096264.000000 Penalty: 5941.697754
	Iteration 93Q: 3 clusters Score -1.909626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -19096260.000000 Penalty: 5941.697754
	Iteration 94Q: 3 clusters Score -1.909626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156911 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19096260.000000 Penalty: 5941.697754
	Iteration 95Q: 3 clusters Score -1.909626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156909 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -19096254.000000 Penalty: 5941.697754
	Iteration 96Q: 3 clusters Score -1.909625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156911 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19096252.000000 Penalty: 5941.697754
	Iteration 97Q: 3 clusters Score -1.909625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -19096254.000000 Penalty: 5941.697754
	Iteration 98Q: 3 clusters Score -1.909625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -19096260.000000 Penalty: 5941.697754
	Iteration 99Q: 3 clusters Score -1.909626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -19096256.000000 Penalty: 5941.697754
	Iteration 100F: 3 clusters Score -1.909626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -19096262.000000 Penalty: 5941.697754
	Iteration 101Q: 3 clusters Score -1.909626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -19096256.000000 Penalty: 5941.697754
	Iteration 102Q: 3 clusters Score -1.909626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -19096256.000000 Penalty: 5941.697754
	Iteration 103Q: 3 clusters Score -1.909626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156926 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -19096278.000000 Penalty: 5941.697754
	Iteration 104Q: 3 clusters Score -1.909628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -19096280.000000 Penalty: 5941.697754
	Iteration 105Q: 3 clusters Score -1.909628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19096274.000000 Penalty: 5941.697754
	Iteration 106Q: 3 clusters Score -1.909627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -19096264.000000 Penalty: 5941.697754
	Iteration 107Q: 3 clusters Score -1.909626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19096264.000000 Penalty: 5941.697754
	Iteration 108Q: 3 clusters Score -1.909626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156961 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19096262.000000 Penalty: 5941.697754
	Iteration 109Q: 3 clusters Score -1.909626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -19096280.000000 Penalty: 5941.697754
	Iteration 110Q: 3 clusters Score -1.909628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 111Q: 3 clusters Score -1.909629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 112Q: 3 clusters Score -1.909628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156975 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 113Q: 3 clusters Score -1.909629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156979 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 114Q: 3 clusters Score -1.909629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -19096300.000000 Penalty: 5941.697754
	Iteration 115Q: 3 clusters Score -1.90963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -19096310.000000 Penalty: 5941.697754
	Iteration 116Q: 3 clusters Score -1.909631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -19096298.000000 Penalty: 5941.697754
	Iteration 117Q: 3 clusters Score -1.90963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157009 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 118Q: 3 clusters Score -1.90963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 119Q: 3 clusters Score -1.90963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157025 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 120F: 3 clusters Score -1.90963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -19096302.000000 Penalty: 5941.697754
	Iteration 121Q: 3 clusters Score -1.90963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157049 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -19096298.000000 Penalty: 5941.697754
	Iteration 122Q: 3 clusters Score -1.90963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157060 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -19096290.000000 Penalty: 5941.697754
	Iteration 123Q: 3 clusters Score -1.909629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19096294.000000 Penalty: 5941.697754
	Iteration 124Q: 3 clusters Score -1.909629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19096292.000000 Penalty: 5941.697754
	Iteration 125Q: 3 clusters Score -1.909629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157094 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 126Q: 3 clusters Score -1.909628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157107 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 127Q: 3 clusters Score -1.909629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -19096290.000000 Penalty: 5941.697754
	Iteration 128Q: 3 clusters Score -1.909629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 129Q: 3 clusters Score -1.909629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157151 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -19096298.000000 Penalty: 5941.697754
	Iteration 130Q: 3 clusters Score -1.90963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19096304.000000 Penalty: 5941.697754
	Iteration 131Q: 3 clusters Score -1.90963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -19096320.000000 Penalty: 5941.697754
	Iteration 132Q: 3 clusters Score -1.909632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19096328.000000 Penalty: 5941.697754
	Iteration 133Q: 3 clusters Score -1.909633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -19096330.000000 Penalty: 5941.697754
	Iteration 134Q: 3 clusters Score -1.909633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -19096310.000000 Penalty: 5941.697754
	Iteration 135Q: 3 clusters Score -1.909631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19096312.000000 Penalty: 5941.697754
	Iteration 136Q: 3 clusters Score -1.909631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -19096310.000000 Penalty: 5941.697754
	Iteration 137Q: 3 clusters Score -1.909631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19096314.000000 Penalty: 5941.697754
	Iteration 138Q: 3 clusters Score -1.909631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157248 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 139Q: 3 clusters Score -1.90963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 140F: 3 clusters Score -1.90963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157265 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 141Q: 3 clusters Score -1.909628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157270 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -19096278.000000 Penalty: 5941.697754
	Iteration 142Q: 3 clusters Score -1.909628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -19096268.000000 Penalty: 5941.697754
	Iteration 143Q: 3 clusters Score -1.909627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157281 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -19096288.000000 Penalty: 5941.697754
	Iteration 144Q: 3 clusters Score -1.909629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -19096278.000000 Penalty: 5941.697754
	Iteration 145Q: 3 clusters Score -1.909628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19096304.000000 Penalty: 5941.697754
	Iteration 146Q: 3 clusters Score -1.90963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -19096288.000000 Penalty: 5941.697754
	Iteration 147Q: 3 clusters Score -1.909629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -19096276.000000 Penalty: 5941.697754
	Iteration 148Q: 3 clusters Score -1.909628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 149Q: 3 clusters Score -1.909628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -19096280.000000 Penalty: 5941.697754
	Iteration 150Q: 3 clusters Score -1.909628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 151Q: 3 clusters Score -1.909629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 152Q: 3 clusters Score -1.909629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157333 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19096286.000000 Penalty: 5941.697754
	Iteration 153Q: 3 clusters Score -1.909629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -19096294.000000 Penalty: 5941.697754
	Iteration 154Q: 3 clusters Score -1.909629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 155Q: 3 clusters Score -1.909628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 156Q: 3 clusters Score -1.909628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 157Q: 3 clusters Score -1.909628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19096280.000000 Penalty: 5941.697754
	Iteration 158Q: 3 clusters Score -1.909628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -19096294.000000 Penalty: 5941.697754
	Iteration 159Q: 3 clusters Score -1.909629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157343 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19096292.000000 Penalty: 5941.697754
	Iteration 160F: 3 clusters Score -1.909629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -19096302.000000 Penalty: 5941.697754
	Iteration 161Q: 3 clusters Score -1.90963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 162Q: 3 clusters Score -1.90963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -19096300.000000 Penalty: 5941.697754
	Iteration 163Q: 3 clusters Score -1.90963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157360 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -19096292.000000 Penalty: 5941.697754
	Iteration 164Q: 3 clusters Score -1.909629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157362 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -19096282.000000 Penalty: 5941.697754
	Iteration 165Q: 3 clusters Score -1.909628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19096284.000000 Penalty: 5941.697754
	Iteration 166Q: 3 clusters Score -1.909628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157381 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19096296.000000 Penalty: 5941.697754
	Iteration 167Q: 3 clusters Score -1.90963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157388 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19096310.000000 Penalty: 5941.697754
	Iteration 168Q: 3 clusters Score -1.909631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157396 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19096328.000000 Penalty: 5941.697754
	Iteration 169Q: 3 clusters Score -1.909633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19096332.000000 Penalty: 5941.697754
	Iteration 170Q: 3 clusters Score -1.909633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157404 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -19096324.000000 Penalty: 5941.697754
	Iteration 171Q: 3 clusters Score -1.909632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -19096324.000000 Penalty: 5941.697754
	Iteration 172Q: 3 clusters Score -1.909632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19096336.000000 Penalty: 5941.697754
	Iteration 173Q: 3 clusters Score -1.909634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157420 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19096322.000000 Penalty: 5941.697754
	Iteration 174Q: 3 clusters Score -1.909632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -19096332.000000 Penalty: 5941.697754
	Iteration 175Q: 3 clusters Score -1.909633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157431 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19096340.000000 Penalty: 5941.697754
	Iteration 176Q: 3 clusters Score -1.909634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -19096346.000000 Penalty: 5941.697754
	Iteration 177Q: 3 clusters Score -1.909635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -19096360.000000 Penalty: 5941.697754
	Iteration 178Q: 3 clusters Score -1.909636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -19096346.000000 Penalty: 5941.697754
	Iteration 179Q: 3 clusters Score -1.909635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19096350.000000 Penalty: 5941.697754
	Iteration 180F: 3 clusters Score -1.909635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19096336.000000 Penalty: 5941.697754
	Iteration 181Q: 3 clusters Score -1.909634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -19096344.000000 Penalty: 5941.697754
	Iteration 182Q: 3 clusters Score -1.909634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19096338.000000 Penalty: 5941.697754
	Iteration 183Q: 3 clusters Score -1.909634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19096338.000000 Penalty: 5941.697754
	Iteration 184F: 3 clusters Score -1.909634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (176312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176312 members 
Entering Unmasked Estep 
Score: -21136980.000000 Penalty: 2995.842529
	Iteration 0F: 2 clusters Score -2.113698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -21021848.000000 Penalty: 5991.685059
	Iteration 0F: 3 clusters Score -2.102185e+07 nChanged 84328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -21072346.000000 Penalty: 5991.685059
	Iteration 1F: 3 clusters Score -2.107235e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -21074594.000000 Penalty: 5991.685059
	Iteration 2Q: 3 clusters Score -2.107459e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -21077086.000000 Penalty: 5991.685059
	Iteration 3Q: 3 clusters Score -2.107709e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -21079958.000000 Penalty: 5991.685059
	Iteration 4Q: 3 clusters Score -2.107996e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -21083042.000000 Penalty: 5991.685059
	Iteration 5Q: 3 clusters Score -2.108304e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -21086712.000000 Penalty: 5991.685059
	Iteration 6Q: 3 clusters Score -2.108671e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 111448 members 
Entering Unmasked Estep 
Score: -21091450.000000 Penalty: 5991.685059
	Iteration 7F: 3 clusters Score -2.109145e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 120016 members 
Entering Unmasked Estep 
Score: -21097706.000000 Penalty: 5991.685059
	Iteration 8F: 3 clusters Score -2.109771e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 129208 members 
Entering Unmasked Estep 
Score: -21104860.000000 Penalty: 5991.685059
	Iteration 9F: 3 clusters Score -2.110486e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 138361 members 
Entering Unmasked Estep 
Score: -21112802.000000 Penalty: 5991.685059
	Iteration 10F: 3 clusters Score -2.11128e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 146091 members 
Entering Unmasked Estep 
Score: -21119620.000000 Penalty: 5991.685059
	Iteration 11Q: 3 clusters Score -2.111962e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 151769 members 
Entering Unmasked Estep 
Score: -21124072.000000 Penalty: 5991.685059
	Iteration 12Q: 3 clusters Score -2.112407e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -21127108.000000 Penalty: 5991.685059
	Iteration 13Q: 3 clusters Score -2.112711e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 160233 members 
Entering Unmasked Estep 
Score: -21129154.000000 Penalty: 5991.685059
	Iteration 14Q: 3 clusters Score -2.112915e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -21131030.000000 Penalty: 5991.685059
	Iteration 15Q: 3 clusters Score -2.113103e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -21132256.000000 Penalty: 5991.685059
	Iteration 16Q: 3 clusters Score -2.113226e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 168336 members 
Entering Unmasked Estep 
Score: -21133326.000000 Penalty: 5991.685059
	Iteration 17Q: 3 clusters Score -2.113333e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 170098 members 
Entering Unmasked Estep 
Score: -21134072.000000 Penalty: 5991.685059
	Iteration 18Q: 3 clusters Score -2.113407e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 171438 members 
Entering Unmasked Estep 
Score: -21134462.000000 Penalty: 5991.685059
	Iteration 19Q: 3 clusters Score -2.113446e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 172416 members 
Entering Unmasked Estep 
Score: -21134866.000000 Penalty: 5991.685059
	Iteration 20F: 3 clusters Score -2.113487e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -21135088.000000 Penalty: 5991.685059
	Iteration 21Q: 3 clusters Score -2.113509e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -21135180.000000 Penalty: 5991.685059
	Iteration 22Q: 3 clusters Score -2.113518e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -21135290.000000 Penalty: 5991.685059
	Iteration 23Q: 3 clusters Score -2.113529e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -21135374.000000 Penalty: 5991.685059
	Iteration 24Q: 3 clusters Score -2.113537e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -21135388.000000 Penalty: 5991.685059
	Iteration 25Q: 3 clusters Score -2.113539e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 174504 members 
Entering Unmasked Estep 
Score: -21135400.000000 Penalty: 5991.685059
	Iteration 26Q: 3 clusters Score -2.11354e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 174599 members 
Entering Unmasked Estep 
Score: -21135418.000000 Penalty: 5991.685059
	Iteration 27Q: 3 clusters Score -2.113542e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -21135444.000000 Penalty: 5991.685059
	Iteration 28Q: 3 clusters Score -2.113544e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 174718 members 
Entering Unmasked Estep 
Score: -21135476.000000 Penalty: 5991.685059
	Iteration 29Q: 3 clusters Score -2.113548e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 174764 members 
Entering Unmasked Estep 
Score: -21135456.000000 Penalty: 5991.685059
	Iteration 30Q: 3 clusters Score -2.113546e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 174795 members 
Entering Unmasked Estep 
Score: -21135488.000000 Penalty: 5991.685059
	Iteration 31Q: 3 clusters Score -2.113549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 174820 members 
Entering Unmasked Estep 
Score: -21135512.000000 Penalty: 5991.685059
	Iteration 32Q: 3 clusters Score -2.113551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -21135512.000000 Penalty: 5991.685059
	Iteration 33Q: 3 clusters Score -2.113551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -21135528.000000 Penalty: 5991.685059
	Iteration 34Q: 3 clusters Score -2.113553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -21135546.000000 Penalty: 5991.685059
	Iteration 35Q: 3 clusters Score -2.113555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 174920 members 
Entering Unmasked Estep 
Score: -21135544.000000 Penalty: 5991.685059
	Iteration 36Q: 3 clusters Score -2.113554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -21135546.000000 Penalty: 5991.685059
	Iteration 37Q: 3 clusters Score -2.113555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 174942 members 
Entering Unmasked Estep 
Score: -21135558.000000 Penalty: 5991.685059
	Iteration 38Q: 3 clusters Score -2.113556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -21135550.000000 Penalty: 5991.685059
	Iteration 39Q: 3 clusters Score -2.113555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 174953 members 
Entering Unmasked Estep 
Score: -21135552.000000 Penalty: 5991.685059
	Iteration 40F: 3 clusters Score -2.113555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -21135566.000000 Penalty: 5991.685059
	Iteration 41Q: 3 clusters Score -2.113557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -21135564.000000 Penalty: 5991.685059
	Iteration 42Q: 3 clusters Score -2.113556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -21135550.000000 Penalty: 5991.685059
	Iteration 43Q: 3 clusters Score -2.113555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 174964 members 
Entering Unmasked Estep 
Score: -21135544.000000 Penalty: 5991.685059
	Iteration 44Q: 3 clusters Score -2.113554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 174964 members 
Entering Unmasked Estep 
Score: -21135552.000000 Penalty: 5991.685059
	Iteration 45Q: 3 clusters Score -2.113555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -21135552.000000 Penalty: 5991.685059
	Iteration 46Q: 3 clusters Score -2.113555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -21135552.000000 Penalty: 5991.685059
	Iteration 47F: 3 clusters Score -2.113555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Entering Unmasked Estep 
Score: -11642569.000000 Penalty: 2849.888916
	Iteration 0F: 2 clusters Score -1.164257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -11576998.000000 Penalty: 5699.777832
	Iteration 0F: 3 clusters Score -1.1577e+07 nChanged 46292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -11604072.000000 Penalty: 5699.777832
	Iteration 1F: 3 clusters Score -1.160407e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -11605839.000000 Penalty: 5699.777832
	Iteration 2Q: 3 clusters Score -1.160584e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -11608391.000000 Penalty: 5699.777832
	Iteration 3F: 3 clusters Score -1.160839e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -11612115.000000 Penalty: 5699.777832
	Iteration 4F: 3 clusters Score -1.161212e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -11616962.000000 Penalty: 5699.777832
	Iteration 5F: 3 clusters Score -1.161696e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -11622584.000000 Penalty: 5699.777832
	Iteration 6F: 3 clusters Score -1.162258e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -11627868.000000 Penalty: 5699.777832
	Iteration 7F: 3 clusters Score -1.162787e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -11632176.000000 Penalty: 5699.777832
	Iteration 8F: 3 clusters Score -1.163218e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -11635136.000000 Penalty: 5699.777832
	Iteration 9Q: 3 clusters Score -1.163514e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -11636860.000000 Penalty: 5699.777832
	Iteration 10Q: 3 clusters Score -1.163686e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -11637930.000000 Penalty: 5699.777832
	Iteration 11Q: 3 clusters Score -1.163793e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -11638602.000000 Penalty: 5699.777832
	Iteration 12Q: 3 clusters Score -1.16386e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -11639025.000000 Penalty: 5699.777832
	Iteration 13Q: 3 clusters Score -1.163902e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93202 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -11639241.000000 Penalty: 5699.777832
	Iteration 14Q: 3 clusters Score -1.163924e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -11639407.000000 Penalty: 5699.777832
	Iteration 15Q: 3 clusters Score -1.163941e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -11639604.000000 Penalty: 5699.777832
	Iteration 16Q: 3 clusters Score -1.16396e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -11639739.000000 Penalty: 5699.777832
	Iteration 17Q: 3 clusters Score -1.163974e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -11639818.000000 Penalty: 5699.777832
	Iteration 18Q: 3 clusters Score -1.163982e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -11639946.000000 Penalty: 5699.777832
	Iteration 19Q: 3 clusters Score -1.163995e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -11639981.000000 Penalty: 5699.777832
	Iteration 20F: 3 clusters Score -1.163998e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -11640012.000000 Penalty: 5699.777832
	Iteration 21Q: 3 clusters Score -1.164001e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -11640029.000000 Penalty: 5699.777832
	Iteration 22Q: 3 clusters Score -1.164003e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -11640043.000000 Penalty: 5699.777832
	Iteration 23Q: 3 clusters Score -1.164004e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -11640094.000000 Penalty: 5699.777832
	Iteration 24Q: 3 clusters Score -1.164009e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11640130.000000 Penalty: 5699.777832
	Iteration 25Q: 3 clusters Score -1.164013e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -11640177.000000 Penalty: 5699.777832
	Iteration 26Q: 3 clusters Score -1.164018e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11640183.000000 Penalty: 5699.777832
	Iteration 27Q: 3 clusters Score -1.164018e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -11640192.000000 Penalty: 5699.777832
	Iteration 28Q: 3 clusters Score -1.164019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11640219.000000 Penalty: 5699.777832
	Iteration 29Q: 3 clusters Score -1.164022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11640225.000000 Penalty: 5699.777832
	Iteration 30Q: 3 clusters Score -1.164022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -11640234.000000 Penalty: 5699.777832
	Iteration 31Q: 3 clusters Score -1.164023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11640253.000000 Penalty: 5699.777832
	Iteration 32Q: 3 clusters Score -1.164025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95932 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -11640256.000000 Penalty: 5699.777832
	Iteration 33Q: 3 clusters Score -1.164026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11640253.000000 Penalty: 5699.777832
	Iteration 34Q: 3 clusters Score -1.164025e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11640285.000000 Penalty: 5699.777832
	Iteration 35Q: 3 clusters Score -1.164028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11640288.000000 Penalty: 5699.777832
	Iteration 36Q: 3 clusters Score -1.164029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11640305.000000 Penalty: 5699.777832
	Iteration 37Q: 3 clusters Score -1.16403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11640311.000000 Penalty: 5699.777832
	Iteration 38Q: 3 clusters Score -1.164031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11640308.000000 Penalty: 5699.777832
	Iteration 39Q: 3 clusters Score -1.164031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11640314.000000 Penalty: 5699.777832
	Iteration 40F: 3 clusters Score -1.164031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11640306.000000 Penalty: 5699.777832
	Iteration 41Q: 3 clusters Score -1.164031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -11640302.000000 Penalty: 5699.777832
	Iteration 42Q: 3 clusters Score -1.16403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -11640308.000000 Penalty: 5699.777832
	Iteration 43Q: 3 clusters Score -1.164031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11640312.000000 Penalty: 5699.777832
	Iteration 44Q: 3 clusters Score -1.164031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11640317.000000 Penalty: 5699.777832
	Iteration 45Q: 3 clusters Score -1.164032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11640317.000000 Penalty: 5699.777832
	Iteration 46Q: 3 clusters Score -1.164032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11640317.000000 Penalty: 5699.777832
	Iteration 47F: 3 clusters Score -1.164032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Entering Unmasked Estep 
Score: -5577353.000000 Penalty: 2671.074707
	Iteration 0F: 2 clusters Score -5577353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -5545185.000000 Penalty: 5342.149414
	Iteration 0F: 3 clusters Score -5545185 nChanged 21961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -5557507.500000 Penalty: 5342.149414
	Iteration 1F: 3 clusters Score -5557508 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -5558128.000000 Penalty: 5342.149414
	Iteration 2Q: 3 clusters Score -5558128 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -5558823.500000 Penalty: 5342.149414
	Iteration 3Q: 3 clusters Score -5558824 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -5559653.000000 Penalty: 5342.149414
	Iteration 4Q: 3 clusters Score -5559653 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -5560931.000000 Penalty: 5342.149414
	Iteration 5F: 3 clusters Score -5560931 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -5562772.500000 Penalty: 5342.149414
	Iteration 6F: 3 clusters Score -5562772 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5565138.500000 Penalty: 5342.149414
	Iteration 7F: 3 clusters Score -5565138 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -5567408.000000 Penalty: 5342.149414
	Iteration 8F: 3 clusters Score -5567408 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -5569097.500000 Penalty: 5342.149414
	Iteration 9F: 3 clusters Score -5569098 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -5570271.000000 Penalty: 5342.149414
	Iteration 10Q: 3 clusters Score -5570271 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5571094.500000 Penalty: 5342.149414
	Iteration 11Q: 3 clusters Score -5571094 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5571785.500000 Penalty: 5342.149414
	Iteration 12Q: 3 clusters Score -5571786 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5572411.500000 Penalty: 5342.149414
	Iteration 13Q: 3 clusters Score -5572412 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -5573018.000000 Penalty: 5342.149414
	Iteration 14Q: 3 clusters Score -5573018 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -5573531.000000 Penalty: 5342.149414
	Iteration 15Q: 3 clusters Score -5573531 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5574033.500000 Penalty: 5342.149414
	Iteration 16Q: 3 clusters Score -5574034 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -5574410.500000 Penalty: 5342.149414
	Iteration 17Q: 3 clusters Score -5574410 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5574719.000000 Penalty: 5342.149414
	Iteration 18Q: 3 clusters Score -5574719 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -5574920.500000 Penalty: 5342.149414
	Iteration 19Q: 3 clusters Score -5574920 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5575043.500000 Penalty: 5342.149414
	Iteration 20F: 3 clusters Score -5575044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -5575117.500000 Penalty: 5342.149414
	Iteration 21Q: 3 clusters Score -5575118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -5575180.000000 Penalty: 5342.149414
	Iteration 22Q: 3 clusters Score -5575180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -5575214.000000 Penalty: 5342.149414
	Iteration 23Q: 3 clusters Score -5575214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -5575231.500000 Penalty: 5342.149414
	Iteration 24Q: 3 clusters Score -5575232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -5575246.500000 Penalty: 5342.149414
	Iteration 25Q: 3 clusters Score -5575246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -5575255.500000 Penalty: 5342.149414
	Iteration 26Q: 3 clusters Score -5575256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -5575260.500000 Penalty: 5342.149414
	Iteration 27Q: 3 clusters Score -5575260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -5575283.500000 Penalty: 5342.149414
	Iteration 28Q: 3 clusters Score -5575284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -5575293.500000 Penalty: 5342.149414
	Iteration 29Q: 3 clusters Score -5575294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -5575296.000000 Penalty: 5342.149414
	Iteration 30Q: 3 clusters Score -5575296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5575296.500000 Penalty: 5342.149414
	Iteration 31Q: 3 clusters Score -5575296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5575301.500000 Penalty: 5342.149414
	Iteration 32Q: 3 clusters Score -5575302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -5575305.000000 Penalty: 5342.149414
	Iteration 33Q: 3 clusters Score -5575305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -5575310.000000 Penalty: 5342.149414
	Iteration 34Q: 3 clusters Score -5575310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -5575318.000000 Penalty: 5342.149414
	Iteration 35Q: 3 clusters Score -5575318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -5575321.500000 Penalty: 5342.149414
	Iteration 36Q: 3 clusters Score -5575322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -5575321.000000 Penalty: 5342.149414
	Iteration 37Q: 3 clusters Score -5575321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5575323.000000 Penalty: 5342.149414
	Iteration 38Q: 3 clusters Score -5575323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -5575326.500000 Penalty: 5342.149414
	Iteration 39Q: 3 clusters Score -5575326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -5575320.500000 Penalty: 5342.149414
	Iteration 40F: 3 clusters Score -5575320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Entering Unmasked Estep 
Score: -2565643.000000 Penalty: 2487.141846
	Iteration 0F: 2 clusters Score -2565643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2549776.750000 Penalty: 4974.283691
	Iteration 0F: 3 clusters Score -2549777 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2555526.500000 Penalty: 4974.283691
	Iteration 1F: 3 clusters Score -2555526 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2556205.750000 Penalty: 4974.283691
	Iteration 2F: 3 clusters Score -2556206 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2556908.000000 Penalty: 4974.283691
	Iteration 3F: 3 clusters Score -2556908 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2557675.250000 Penalty: 4974.283691
	Iteration 4F: 3 clusters Score -2557675 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2558438.750000 Penalty: 4974.283691
	Iteration 5F: 3 clusters Score -2558439 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2559159.750000 Penalty: 4974.283691
	Iteration 6F: 3 clusters Score -2559160 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2559896.250000 Penalty: 4974.283691
	Iteration 7F: 3 clusters Score -2559896 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2560623.500000 Penalty: 4974.283691
	Iteration 8Q: 3 clusters Score -2560624 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2561300.000000 Penalty: 4974.283691
	Iteration 9Q: 3 clusters Score -2561300 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2561875.750000 Penalty: 4974.283691
	Iteration 10Q: 3 clusters Score -2561876 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2562302.250000 Penalty: 4974.283691
	Iteration 11Q: 3 clusters Score -2562302 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2562659.500000 Penalty: 4974.283691
	Iteration 12Q: 3 clusters Score -2562660 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2562983.750000 Penalty: 4974.283691
	Iteration 13Q: 3 clusters Score -2562984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2563274.250000 Penalty: 4974.283691
	Iteration 14Q: 3 clusters Score -2563274 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2563482.500000 Penalty: 4974.283691
	Iteration 15Q: 3 clusters Score -2563482 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2563608.250000 Penalty: 4974.283691
	Iteration 16Q: 3 clusters Score -2563608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2563688.750000 Penalty: 4974.283691
	Iteration 17Q: 3 clusters Score -2563689 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2563731.750000 Penalty: 4974.283691
	Iteration 18Q: 3 clusters Score -2563732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2563761.500000 Penalty: 4974.283691
	Iteration 19Q: 3 clusters Score -2563762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2563785.750000 Penalty: 4974.283691
	Iteration 20F: 3 clusters Score -2563786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2563818.250000 Penalty: 4974.283691
	Iteration 21Q: 3 clusters Score -2563818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2563833.750000 Penalty: 4974.283691
	Iteration 22Q: 3 clusters Score -2563834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2563850.500000 Penalty: 4974.283691
	Iteration 23Q: 3 clusters Score -2563850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2563865.500000 Penalty: 4974.283691
	Iteration 24Q: 3 clusters Score -2563866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2563871.250000 Penalty: 4974.283691
	Iteration 25Q: 3 clusters Score -2563871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2563881.000000 Penalty: 4974.283691
	Iteration 26Q: 3 clusters Score -2563881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2563893.500000 Penalty: 4974.283691
	Iteration 27Q: 3 clusters Score -2563894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2563897.500000 Penalty: 4974.283691
	Iteration 28Q: 3 clusters Score -2563898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2563899.250000 Penalty: 4974.283691
	Iteration 29Q: 3 clusters Score -2563899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2563903.500000 Penalty: 4974.283691
	Iteration 30Q: 3 clusters Score -2563904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2563908.500000 Penalty: 4974.283691
	Iteration 31Q: 3 clusters Score -2563908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2563907.000000 Penalty: 4974.283691
	Iteration 32Q: 3 clusters Score -2563907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2563907.750000 Penalty: 4974.283691
	Iteration 33Q: 3 clusters Score -2563908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2563912.500000 Penalty: 4974.283691
	Iteration 34Q: 3 clusters Score -2563912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2563913.500000 Penalty: 4974.283691
	Iteration 35Q: 3 clusters Score -2563914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2563915.000000 Penalty: 4974.283691
	Iteration 36Q: 3 clusters Score -2563915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2563917.500000 Penalty: 4974.283691
	Iteration 37Q: 3 clusters Score -2563918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2563920.500000 Penalty: 4974.283691
	Iteration 38Q: 3 clusters Score -2563920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2563925.000000 Penalty: 4974.283691
	Iteration 39Q: 3 clusters Score -2563925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2563930.500000 Penalty: 4974.283691
	Iteration 40F: 3 clusters Score -2563930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2563927.500000 Penalty: 4974.283691
	Iteration 41Q: 3 clusters Score -2563928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2563927.250000 Penalty: 4974.283691
	Iteration 42Q: 3 clusters Score -2563927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2563930.000000 Penalty: 4974.283691
	Iteration 43Q: 3 clusters Score -2563930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2563932.250000 Penalty: 4974.283691
	Iteration 44Q: 3 clusters Score -2563932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2563932.000000 Penalty: 4974.283691
	Iteration 45Q: 3 clusters Score -2563932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2563933.750000 Penalty: 4974.283691
	Iteration 46Q: 3 clusters Score -2563934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2563935.250000 Penalty: 4974.283691
	Iteration 47Q: 3 clusters Score -2563935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2563934.000000 Penalty: 4974.283691
	Iteration 48Q: 3 clusters Score -2563934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2563934.500000 Penalty: 4974.283691
	Iteration 49Q: 3 clusters Score -2563934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2563936.750000 Penalty: 4974.283691
	Iteration 50Q: 3 clusters Score -2563937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2563936.750000 Penalty: 4974.283691
	Iteration 51F: 3 clusters Score -2563937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (170894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Entering Unmasked Estep 
Score: -20687354.000000 Penalty: 2988.102051
	Iteration 0F: 2 clusters Score -2.068735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -20579992.000000 Penalty: 5976.204102
	Iteration 0F: 3 clusters Score -2.057999e+07 nChanged 81823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -20627584.000000 Penalty: 5976.204102
	Iteration 1F: 3 clusters Score -2.062758e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -20628826.000000 Penalty: 5976.204102
	Iteration 2Q: 3 clusters Score -2.062883e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -20630540.000000 Penalty: 5976.204102
	Iteration 3Q: 3 clusters Score -2.063054e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -20633328.000000 Penalty: 5976.204102
	Iteration 4Q: 3 clusters Score -2.063333e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -20638074.000000 Penalty: 5976.204102
	Iteration 5F: 3 clusters Score -2.063807e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -20646124.000000 Penalty: 5976.204102
	Iteration 6F: 3 clusters Score -2.064612e+07 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -20658036.000000 Penalty: 5976.204102
	Iteration 7F: 3 clusters Score -2.065804e+07 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -20670226.000000 Penalty: 5976.204102
	Iteration 8F: 3 clusters Score -2.067023e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 159913 members 
Entering Unmasked Estep 
Score: -20678380.000000 Penalty: 5976.204102
	Iteration 9F: 3 clusters Score -2.067838e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -20682344.000000 Penalty: 5976.204102
	Iteration 10Q: 3 clusters Score -2.068234e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 168433 members 
Entering Unmasked Estep 
Score: -20683996.000000 Penalty: 5976.204102
	Iteration 11Q: 3 clusters Score -2.0684e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 169475 members 
Entering Unmasked Estep 
Score: -20684424.000000 Penalty: 5976.204102
	Iteration 12Q: 3 clusters Score -2.068442e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -20684736.000000 Penalty: 5976.204102
	Iteration 13Q: 3 clusters Score -2.068474e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 170110 members 
Entering Unmasked Estep 
Score: -20684776.000000 Penalty: 5976.204102
	Iteration 14Q: 3 clusters Score -2.068478e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 170223 members 
Entering Unmasked Estep 
Score: -20684826.000000 Penalty: 5976.204102
	Iteration 15Q: 3 clusters Score -2.068483e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -20684852.000000 Penalty: 5976.204102
	Iteration 16Q: 3 clusters Score -2.068485e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -20684900.000000 Penalty: 5976.204102
	Iteration 17Q: 3 clusters Score -2.06849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -20684930.000000 Penalty: 5976.204102
	Iteration 18Q: 3 clusters Score -2.068493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 170355 members 
Entering Unmasked Estep 
Score: -20684946.000000 Penalty: 5976.204102
	Iteration 19Q: 3 clusters Score -2.068495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -20684938.000000 Penalty: 5976.204102
	Iteration 20F: 3 clusters Score -2.068494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 170389 members 
Entering Unmasked Estep 
Score: -20684974.000000 Penalty: 5976.204102
	Iteration 21Q: 3 clusters Score -2.068497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 170401 members 
Entering Unmasked Estep 
Score: -20684992.000000 Penalty: 5976.204102
	Iteration 22Q: 3 clusters Score -2.068499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -20684998.000000 Penalty: 5976.204102
	Iteration 23Q: 3 clusters Score -2.0685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 170411 members 
Entering Unmasked Estep 
Score: -20685012.000000 Penalty: 5976.204102
	Iteration 24Q: 3 clusters Score -2.068501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 170413 members 
Entering Unmasked Estep 
Score: -20685012.000000 Penalty: 5976.204102
	Iteration 25Q: 3 clusters Score -2.068501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -20685010.000000 Penalty: 5976.204102
	Iteration 26Q: 3 clusters Score -2.068501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -20685016.000000 Penalty: 5976.204102
	Iteration 27Q: 3 clusters Score -2.068502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -20685016.000000 Penalty: 5976.204102
	Iteration 28Q: 3 clusters Score -2.068502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -20685020.000000 Penalty: 5976.204102
	Iteration 29Q: 3 clusters Score -2.068502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 170421 members 
Entering Unmasked Estep 
Score: -20685052.000000 Penalty: 5976.204102
	Iteration 30Q: 3 clusters Score -2.068505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -20685046.000000 Penalty: 5976.204102
	Iteration 31Q: 3 clusters Score -2.068505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -20685058.000000 Penalty: 5976.204102
	Iteration 32Q: 3 clusters Score -2.068506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 170421 members 
Entering Unmasked Estep 
Score: -20685074.000000 Penalty: 5976.204102
	Iteration 33Q: 3 clusters Score -2.068507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 170422 members 
Entering Unmasked Estep 
Score: -20685080.000000 Penalty: 5976.204102
	Iteration 34Q: 3 clusters Score -2.068508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 170425 members 
Entering Unmasked Estep 
Score: -20685080.000000 Penalty: 5976.204102
	Iteration 35Q: 3 clusters Score -2.068508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 170424 members 
Entering Unmasked Estep 
Score: -20685070.000000 Penalty: 5976.204102
	Iteration 36Q: 3 clusters Score -2.068507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -20685082.000000 Penalty: 5976.204102
	Iteration 37Q: 3 clusters Score -2.068508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -20685076.000000 Penalty: 5976.204102
	Iteration 38Q: 3 clusters Score -2.068508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -20685076.000000 Penalty: 5976.204102
	Iteration 39F: 3 clusters Score -2.068508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Entering Unmasked Estep 
Score: -1593303.375000 Penalty: 2372.676758
	Iteration 0F: 2 clusters Score -1593303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1582893.500000 Penalty: 4745.353516
	Iteration 0F: 3 clusters Score -1582894 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1586523.625000 Penalty: 4745.353516
	Iteration 1F: 3 clusters Score -1586524 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1587275.625000 Penalty: 4745.353516
	Iteration 2F: 3 clusters Score -1587276 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1587999.625000 Penalty: 4745.353516
	Iteration 3F: 3 clusters Score -1588000 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1588732.125000 Penalty: 4745.353516
	Iteration 4F: 3 clusters Score -1588732 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1589382.625000 Penalty: 4745.353516
	Iteration 5F: 3 clusters Score -1589383 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1589927.750000 Penalty: 4745.353516
	Iteration 6F: 3 clusters Score -1589928 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1590341.250000 Penalty: 4745.353516
	Iteration 7Q: 3 clusters Score -1590341 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1590654.125000 Penalty: 4745.353516
	Iteration 8Q: 3 clusters Score -1590654 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1590845.125000 Penalty: 4745.353516
	Iteration 9Q: 3 clusters Score -1590845 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1590963.375000 Penalty: 4745.353516
	Iteration 10Q: 3 clusters Score -1590963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1591042.875000 Penalty: 4745.353516
	Iteration 11Q: 3 clusters Score -1591043 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1591102.250000 Penalty: 4745.353516
	Iteration 12Q: 3 clusters Score -1591102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1591148.250000 Penalty: 4745.353516
	Iteration 13Q: 3 clusters Score -1591148 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1591178.625000 Penalty: 4745.353516
	Iteration 14Q: 3 clusters Score -1591179 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1591219.500000 Penalty: 4745.353516
	Iteration 15Q: 3 clusters Score -1591220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1591244.250000 Penalty: 4745.353516
	Iteration 16Q: 3 clusters Score -1591244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1591262.375000 Penalty: 4745.353516
	Iteration 17Q: 3 clusters Score -1591262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1591282.500000 Penalty: 4745.353516
	Iteration 18Q: 3 clusters Score -1591282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1591303.750000 Penalty: 4745.353516
	Iteration 19Q: 3 clusters Score -1591304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1591319.375000 Penalty: 4745.353516
	Iteration 20F: 3 clusters Score -1591319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1591340.000000 Penalty: 4745.353516
	Iteration 21Q: 3 clusters Score -1591340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1591359.000000 Penalty: 4745.353516
	Iteration 22Q: 3 clusters Score -1591359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1591372.750000 Penalty: 4745.353516
	Iteration 23Q: 3 clusters Score -1591373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1591401.375000 Penalty: 4745.353516
	Iteration 24Q: 3 clusters Score -1591401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1591432.125000 Penalty: 4745.353516
	Iteration 25Q: 3 clusters Score -1591432 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1591454.250000 Penalty: 4745.353516
	Iteration 26Q: 3 clusters Score -1591454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1591481.750000 Penalty: 4745.353516
	Iteration 27Q: 3 clusters Score -1591482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1591505.250000 Penalty: 4745.353516
	Iteration 28Q: 3 clusters Score -1591505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1591527.500000 Penalty: 4745.353516
	Iteration 29Q: 3 clusters Score -1591528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1591547.625000 Penalty: 4745.353516
	Iteration 30Q: 3 clusters Score -1591548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1591562.750000 Penalty: 4745.353516
	Iteration 31Q: 3 clusters Score -1591563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1591581.000000 Penalty: 4745.353516
	Iteration 32Q: 3 clusters Score -1591581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1591610.750000 Penalty: 4745.353516
	Iteration 33Q: 3 clusters Score -1591611 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1591631.750000 Penalty: 4745.353516
	Iteration 34Q: 3 clusters Score -1591632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1591661.750000 Penalty: 4745.353516
	Iteration 35Q: 3 clusters Score -1591662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1591683.500000 Penalty: 4745.353516
	Iteration 36Q: 3 clusters Score -1591684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1591715.250000 Penalty: 4745.353516
	Iteration 37Q: 3 clusters Score -1591715 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1591739.625000 Penalty: 4745.353516
	Iteration 38Q: 3 clusters Score -1591740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1591760.375000 Penalty: 4745.353516
	Iteration 39Q: 3 clusters Score -1591760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1591786.875000 Penalty: 4745.353516
	Iteration 40F: 3 clusters Score -1591787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1591816.125000 Penalty: 4745.353516
	Iteration 41Q: 3 clusters Score -1591816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1591869.500000 Penalty: 4745.353516
	Iteration 42Q: 3 clusters Score -1591870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1591976.875000 Penalty: 4745.353516
	Iteration 43Q: 3 clusters Score -1591977 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1592105.500000 Penalty: 4745.353516
	Iteration 44Q: 3 clusters Score -1592106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1592165.875000 Penalty: 4745.353516
	Iteration 45Q: 3 clusters Score -1592166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1592192.250000 Penalty: 4745.353516
	Iteration 46Q: 3 clusters Score -1592192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1592204.500000 Penalty: 4745.353516
	Iteration 47Q: 3 clusters Score -1592204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1592210.500000 Penalty: 4745.353516
	Iteration 48Q: 3 clusters Score -1592210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1592217.500000 Penalty: 4745.353516
	Iteration 49Q: 3 clusters Score -1592218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1592219.375000 Penalty: 4745.353516
	Iteration 50Q: 3 clusters Score -1592219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1592218.375000 Penalty: 4745.353516
	Iteration 51Q: 3 clusters Score -1592218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1592219.750000 Penalty: 4745.353516
	Iteration 52Q: 3 clusters Score -1592220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1592220.750000 Penalty: 4745.353516
	Iteration 53Q: 3 clusters Score -1592221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1592222.250000 Penalty: 4745.353516
	Iteration 54Q: 3 clusters Score -1592222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1592226.875000 Penalty: 4745.353516
	Iteration 55Q: 3 clusters Score -1592227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1592228.875000 Penalty: 4745.353516
	Iteration 56Q: 3 clusters Score -1592229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1592231.375000 Penalty: 4745.353516
	Iteration 57Q: 3 clusters Score -1592231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1592233.375000 Penalty: 4745.353516
	Iteration 58Q: 3 clusters Score -1592233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1592233.000000 Penalty: 4745.353516
	Iteration 59Q: 3 clusters Score -1592233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1592236.000000 Penalty: 4745.353516
	Iteration 60F: 3 clusters Score -1592236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1592231.250000 Penalty: 4745.353516
	Iteration 61Q: 3 clusters Score -1592231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1592235.125000 Penalty: 4745.353516
	Iteration 62Q: 3 clusters Score -1592235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1592236.750000 Penalty: 4745.353516
	Iteration 63Q: 3 clusters Score -1592237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1592238.500000 Penalty: 4745.353516
	Iteration 64Q: 3 clusters Score -1592238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1592242.125000 Penalty: 4745.353516
	Iteration 65Q: 3 clusters Score -1592242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1592240.125000 Penalty: 4745.353516
	Iteration 66Q: 3 clusters Score -1592240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1592245.500000 Penalty: 4745.353516
	Iteration 67Q: 3 clusters Score -1592246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1592246.750000 Penalty: 4745.353516
	Iteration 68Q: 3 clusters Score -1592247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1592250.125000 Penalty: 4745.353516
	Iteration 69Q: 3 clusters Score -1592250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1592254.000000 Penalty: 4745.353516
	Iteration 70Q: 3 clusters Score -1592254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1592255.875000 Penalty: 4745.353516
	Iteration 71Q: 3 clusters Score -1592256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1592257.125000 Penalty: 4745.353516
	Iteration 72Q: 3 clusters Score -1592257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1592254.750000 Penalty: 4745.353516
	Iteration 73Q: 3 clusters Score -1592255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1592257.125000 Penalty: 4745.353516
	Iteration 74Q: 3 clusters Score -1592257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1592254.750000 Penalty: 4745.353516
	Iteration 75Q: 3 clusters Score -1592255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1592254.500000 Penalty: 4745.353516
	Iteration 76Q: 3 clusters Score -1592254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1592255.125000 Penalty: 4745.353516
	Iteration 77Q: 3 clusters Score -1592255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1592256.875000 Penalty: 4745.353516
	Iteration 78Q: 3 clusters Score -1592257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1592256.875000 Penalty: 4745.353516
	Iteration 79F: 3 clusters Score -1592257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24409.187500 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24409.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24503.150391 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24503.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24534.646484 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24534.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24543.183594 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24543.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24547.982422 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24547.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24547.982422 Penalty: 2732.656738
	Iteration 5F: 3 clusters Score -24547.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117617.617188 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115640.945312 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115640.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115933.375000 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -115933.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116043.460938 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -116043.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116118.859375 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -116118.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -116172.796875 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -116172.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116226.898438 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -116226.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116294.179688 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -116294.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116377.445312 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -116377.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116417.617188 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -116417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116459.109375 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -116459.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116543.914062 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -116543.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116652.953125 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -116653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116740.695312 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -116740.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116777.632812 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -116777.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116819.156250 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -116819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116842.843750 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -116842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116862.039062 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -116862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116902.765625 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -116902.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116932.320312 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -116932.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -116968.187500 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -116968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117032.382812 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -117032.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -117235.210938 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -117235.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117298.625000 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -117298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117360.421875 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -117360.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -117398.492188 Penalty: 3460.731689
	Iteration 24Q: 3 clusters Score -117398.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117443.625000 Penalty: 3460.731689
	Iteration 25Q: 3 clusters Score -117443.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -117488.140625 Penalty: 3460.731689
	Iteration 26Q: 3 clusters Score -117488.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117513.531250 Penalty: 3460.731689
	Iteration 27Q: 3 clusters Score -117513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117524.843750 Penalty: 3460.731689
	Iteration 28Q: 3 clusters Score -117524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -117527.906250 Penalty: 3460.731689
	Iteration 29Q: 3 clusters Score -117527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -117527.906250 Penalty: 3460.731689
	Iteration 30F: 3 clusters Score -117527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Entering Unmasked Estep 
Score: -9767059.000000 Penalty: 2807.388916
	Iteration 0F: 2 clusters Score -9767059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -9711876.000000 Penalty: 5614.777832
	Iteration 0F: 3 clusters Score -9711876 nChanged 38734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -9735095.000000 Penalty: 5614.777832
	Iteration 1F: 3 clusters Score -9735095 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -9736976.000000 Penalty: 5614.777832
	Iteration 2F: 3 clusters Score -9736976 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -9739451.000000 Penalty: 5614.777832
	Iteration 3F: 3 clusters Score -9739451 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -9742448.000000 Penalty: 5614.777832
	Iteration 4F: 3 clusters Score -9742448 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -9745542.000000 Penalty: 5614.777832
	Iteration 5F: 3 clusters Score -9745542 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -9748271.000000 Penalty: 5614.777832
	Iteration 6F: 3 clusters Score -9748271 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -9750527.000000 Penalty: 5614.777832
	Iteration 7F: 3 clusters Score -9750527 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -9752401.000000 Penalty: 5614.777832
	Iteration 8Q: 3 clusters Score -9752401 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -9754320.000000 Penalty: 5614.777832
	Iteration 9Q: 3 clusters Score -9754320 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -9756163.000000 Penalty: 5614.777832
	Iteration 10Q: 3 clusters Score -9756163 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -9758025.000000 Penalty: 5614.777832
	Iteration 11Q: 3 clusters Score -9758025 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -9759758.000000 Penalty: 5614.777832
	Iteration 12Q: 3 clusters Score -9759758 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -9761351.000000 Penalty: 5614.777832
	Iteration 13Q: 3 clusters Score -9761351 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -9762594.000000 Penalty: 5614.777832
	Iteration 14Q: 3 clusters Score -9762594 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -9763461.000000 Penalty: 5614.777832
	Iteration 15Q: 3 clusters Score -9763461 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -9763943.000000 Penalty: 5614.777832
	Iteration 16Q: 3 clusters Score -9763943 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -9764246.000000 Penalty: 5614.777832
	Iteration 17Q: 3 clusters Score -9764246 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -9764451.000000 Penalty: 5614.777832
	Iteration 18Q: 3 clusters Score -9764451 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -9764578.000000 Penalty: 5614.777832
	Iteration 19Q: 3 clusters Score -9764578 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -9764636.000000 Penalty: 5614.777832
	Iteration 20F: 3 clusters Score -9764636 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -9764735.000000 Penalty: 5614.777832
	Iteration 21Q: 3 clusters Score -9764735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -9764785.000000 Penalty: 5614.777832
	Iteration 22Q: 3 clusters Score -9764785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -9764828.000000 Penalty: 5614.777832
	Iteration 23Q: 3 clusters Score -9764828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -9764863.000000 Penalty: 5614.777832
	Iteration 24Q: 3 clusters Score -9764863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -9764880.000000 Penalty: 5614.777832
	Iteration 25Q: 3 clusters Score -9764880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -9764870.000000 Penalty: 5614.777832
	Iteration 26Q: 3 clusters Score -9764870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -9764889.000000 Penalty: 5614.777832
	Iteration 27Q: 3 clusters Score -9764889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -9764914.000000 Penalty: 5614.777832
	Iteration 28Q: 3 clusters Score -9764914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -9764926.000000 Penalty: 5614.777832
	Iteration 29Q: 3 clusters Score -9764926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -9764927.000000 Penalty: 5614.777832
	Iteration 30Q: 3 clusters Score -9764927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -9764921.000000 Penalty: 5614.777832
	Iteration 31Q: 3 clusters Score -9764921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -9764928.000000 Penalty: 5614.777832
	Iteration 32Q: 3 clusters Score -9764928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -9764918.000000 Penalty: 5614.777832
	Iteration 33Q: 3 clusters Score -9764918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -9764932.000000 Penalty: 5614.777832
	Iteration 34Q: 3 clusters Score -9764932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -9764930.000000 Penalty: 5614.777832
	Iteration 35Q: 3 clusters Score -9764930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -9764942.000000 Penalty: 5614.777832
	Iteration 36Q: 3 clusters Score -9764942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -9764944.000000 Penalty: 5614.777832
	Iteration 37Q: 3 clusters Score -9764944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -9764952.000000 Penalty: 5614.777832
	Iteration 38Q: 3 clusters Score -9764952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -9764959.000000 Penalty: 5614.777832
	Iteration 39Q: 3 clusters Score -9764959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -9764954.000000 Penalty: 5614.777832
	Iteration 40F: 3 clusters Score -9764954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -9764959.000000 Penalty: 5614.777832
	Iteration 41Q: 3 clusters Score -9764959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -9764959.000000 Penalty: 5614.777832
	Iteration 42F: 3 clusters Score -9764959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Entering Unmasked Estep 
Score: -3443642.250000 Penalty: 2557.099365
	Iteration 0F: 2 clusters Score -3443642 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 15022 members 
Entering Unmasked Estep 
Score: -3422891.250000 Penalty: 5114.198730
	Iteration 0F: 3 clusters Score -3422891 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3430412.750000 Penalty: 5114.198730
	Iteration 1F: 3 clusters Score -3430413 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3431004.500000 Penalty: 5114.198730
	Iteration 2F: 3 clusters Score -3431004 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3431509.250000 Penalty: 5114.198730
	Iteration 3Q: 3 clusters Score -3431509 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3432029.500000 Penalty: 5114.198730
	Iteration 4Q: 3 clusters Score -3432030 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3432577.250000 Penalty: 5114.198730
	Iteration 5Q: 3 clusters Score -3432577 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3433160.250000 Penalty: 5114.198730
	Iteration 6Q: 3 clusters Score -3433160 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3433711.000000 Penalty: 5114.198730
	Iteration 7Q: 3 clusters Score -3433711 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3434253.250000 Penalty: 5114.198730
	Iteration 8Q: 3 clusters Score -3434253 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3434746.000000 Penalty: 5114.198730
	Iteration 9Q: 3 clusters Score -3434746 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3435209.750000 Penalty: 5114.198730
	Iteration 10Q: 3 clusters Score -3435210 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3435618.500000 Penalty: 5114.198730
	Iteration 11Q: 3 clusters Score -3435618 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3436058.000000 Penalty: 5114.198730
	Iteration 12Q: 3 clusters Score -3436058 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3436619.250000 Penalty: 5114.198730
	Iteration 13Q: 3 clusters Score -3436619 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3437227.750000 Penalty: 5114.198730
	Iteration 14Q: 3 clusters Score -3437228 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3437993.000000 Penalty: 5114.198730
	Iteration 15Q: 3 clusters Score -3437993 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3438717.250000 Penalty: 5114.198730
	Iteration 16Q: 3 clusters Score -3438717 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3439453.000000 Penalty: 5114.198730
	Iteration 17Q: 3 clusters Score -3439453 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3440086.750000 Penalty: 5114.198730
	Iteration 18Q: 3 clusters Score -3440087 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3440603.500000 Penalty: 5114.198730
	Iteration 19Q: 3 clusters Score -3440604 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3440972.500000 Penalty: 5114.198730
	Iteration 20F: 3 clusters Score -3440972 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3441202.250000 Penalty: 5114.198730
	Iteration 21Q: 3 clusters Score -3441202 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3441401.750000 Penalty: 5114.198730
	Iteration 22Q: 3 clusters Score -3441402 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3441523.250000 Penalty: 5114.198730
	Iteration 23Q: 3 clusters Score -3441523 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3441611.500000 Penalty: 5114.198730
	Iteration 24Q: 3 clusters Score -3441612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3441663.750000 Penalty: 5114.198730
	Iteration 25Q: 3 clusters Score -3441664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3441703.250000 Penalty: 5114.198730
	Iteration 26Q: 3 clusters Score -3441703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3441733.250000 Penalty: 5114.198730
	Iteration 27Q: 3 clusters Score -3441733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3441754.000000 Penalty: 5114.198730
	Iteration 28Q: 3 clusters Score -3441754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3441765.250000 Penalty: 5114.198730
	Iteration 29Q: 3 clusters Score -3441765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3441785.500000 Penalty: 5114.198730
	Iteration 30Q: 3 clusters Score -3441786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3441792.750000 Penalty: 5114.198730
	Iteration 31Q: 3 clusters Score -3441793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3441790.500000 Penalty: 5114.198730
	Iteration 32Q: 3 clusters Score -3441790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3441795.750000 Penalty: 5114.198730
	Iteration 33Q: 3 clusters Score -3441796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3441802.250000 Penalty: 5114.198730
	Iteration 34Q: 3 clusters Score -3441802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3441804.000000 Penalty: 5114.198730
	Iteration 35Q: 3 clusters Score -3441804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3441812.500000 Penalty: 5114.198730
	Iteration 36Q: 3 clusters Score -3441812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3441815.000000 Penalty: 5114.198730
	Iteration 37Q: 3 clusters Score -3441815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3441817.250000 Penalty: 5114.198730
	Iteration 38Q: 3 clusters Score -3441817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3441814.000000 Penalty: 5114.198730
	Iteration 39Q: 3 clusters Score -3441814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3441819.000000 Penalty: 5114.198730
	Iteration 40F: 3 clusters Score -3441819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3441820.250000 Penalty: 5114.198730
	Iteration 41Q: 3 clusters Score -3441820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3441817.250000 Penalty: 5114.198730
	Iteration 42Q: 3 clusters Score -3441817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3441827.000000 Penalty: 5114.198730
	Iteration 43Q: 3 clusters Score -3441827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3441826.500000 Penalty: 5114.198730
	Iteration 44Q: 3 clusters Score -3441826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3441826.500000 Penalty: 5114.198730
	Iteration 45F: 3 clusters Score -3441826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 111273 members 
Mstep: Class 3 contains 24398 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 25994 members 
Mstep: Class 8 contains 115957 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 64571 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 68446 members 
Mstep: Class 14 contains 162545 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36653 members 
Mstep: Class 17 contains 239734 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 159409 members 
Mstep: Class 21 contains 176312 members 
Mstep: Class 22 contains 97879 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 170894 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82464 members 
Mstep: Class 30 contains 30058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557904.000000 Penalty: 117808.554688
Iteration 119Q: 34 clusters Score -2.055579e+08 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 111347 members 
Mstep: Class 3 contains 23878 members 
Mstep: Class 4 contains 26045 members 
Mstep: Class 5 contains 16357 members 
Mstep: Class 6 contains 7560 members 
Mstep: Class 7 contains 25978 members 
Mstep: Class 8 contains 115998 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 64716 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 67875 members 
Mstep: Class 14 contains 162328 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36641 members 
Mstep: Class 17 contains 239835 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 18433 members 
Mstep: Class 20 contains 160194 members 
Mstep: Class 21 contains 176314 members 
Mstep: Class 22 contains 98015 members 
Mstep: Class 23 contains 47713 members 
Mstep: Class 24 contains 22673 members 
Mstep: Class 25 contains 171326 members 
Mstep: Class 26 contains 14354 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82494 members 
Mstep: Class 30 contains 30124 members 
Mstep: Class 31 contains 5676 members 
Mstep: Class 32 contains 4752 members 
Mstep: Class 33 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560512.000000 Penalty: 117808.554688
Iteration 120F: 34 clusters Score -2.055605e+08 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 111254 members 
Mstep: Class 3 contains 23589 members 
Mstep: Class 4 contains 25869 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 25675 members 
Mstep: Class 8 contains 115931 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 64853 members 
Mstep: Class 11 contains 18197 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 67231 members 
Mstep: Class 14 contains 161990 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36600 members 
Mstep: Class 17 contains 239665 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 18255 members 
Mstep: Class 20 contains 160924 members 
Mstep: Class 21 contains 175936 members 
Mstep: Class 22 contains 97991 members 
Mstep: Class 23 contains 47614 members 
Mstep: Class 24 contains 22557 members 
Mstep: Class 25 contains 171502 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82355 members 
Mstep: Class 30 contains 30012 members 
Mstep: Class 31 contains 6373 members 
Mstep: Class 32 contains 4921 members 
Mstep: Class 33 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563360.000000 Penalty: 117808.554688
Iteration 121Q: 34 clusters Score -2.055634e+08 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 111186 members 
Mstep: Class 3 contains 23473 members 
Mstep: Class 4 contains 25710 members 
Mstep: Class 5 contains 16351 members 
Mstep: Class 6 contains 8595 members 
Mstep: Class 7 contains 25403 members 
Mstep: Class 8 contains 115910 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 65002 members 
Mstep: Class 11 contains 18082 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 66640 members 
Mstep: Class 14 contains 161607 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36579 members 
Mstep: Class 17 contains 239581 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 18135 members 
Mstep: Class 20 contains 161593 members 
Mstep: Class 21 contains 175560 members 
Mstep: Class 22 contains 97960 members 
Mstep: Class 23 contains 47552 members 
Mstep: Class 24 contains 22479 members 
Mstep: Class 25 contains 171652 members 
Mstep: Class 26 contains 14464 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82262 members 
Mstep: Class 30 contains 29946 members 
Mstep: Class 31 contains 6762 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 4772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565792.000000 Penalty: 117808.554688
Iteration 122Q: 34 clusters Score -2.055658e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 111143 members 
Mstep: Class 3 contains 23349 members 
Mstep: Class 4 contains 25584 members 
Mstep: Class 5 contains 16351 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 25167 members 
Mstep: Class 8 contains 115908 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 65165 members 
Mstep: Class 11 contains 17995 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 66072 members 
Mstep: Class 14 contains 161260 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36561 members 
Mstep: Class 17 contains 239554 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 18044 members 
Mstep: Class 20 contains 162212 members 
Mstep: Class 21 contains 175211 members 
Mstep: Class 22 contains 97902 members 
Mstep: Class 23 contains 47499 members 
Mstep: Class 24 contains 22411 members 
Mstep: Class 25 contains 171745 members 
Mstep: Class 26 contains 14492 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82203 members 
Mstep: Class 30 contains 29906 members 
Mstep: Class 31 contains 7080 members 
Mstep: Class 32 contains 5077 members 
Mstep: Class 33 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567216.000000 Penalty: 117808.554688
Iteration 123Q: 34 clusters Score -2.055672e+08 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 111118 members 
Mstep: Class 3 contains 23244 members 
Mstep: Class 4 contains 25485 members 
Mstep: Class 5 contains 16342 members 
Mstep: Class 6 contains 9489 members 
Mstep: Class 7 contains 24947 members 
Mstep: Class 8 contains 115874 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 65337 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 161007 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36554 members 
Mstep: Class 17 contains 239540 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 17979 members 
Mstep: Class 20 contains 162725 members 
Mstep: Class 21 contains 174873 members 
Mstep: Class 22 contains 97868 members 
Mstep: Class 23 contains 47453 members 
Mstep: Class 24 contains 22335 members 
Mstep: Class 25 contains 171799 members 
Mstep: Class 26 contains 14557 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82124 members 
Mstep: Class 30 contains 29897 members 
Mstep: Class 31 contains 7355 members 
Mstep: Class 32 contains 5152 members 
Mstep: Class 33 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568832.000000 Penalty: 117808.554688
Iteration 124Q: 34 clusters Score -2.055688e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 111068 members 
Mstep: Class 3 contains 23173 members 
Mstep: Class 4 contains 25417 members 
Mstep: Class 5 contains 16338 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 24760 members 
Mstep: Class 8 contains 115854 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 65491 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 64958 members 
Mstep: Class 14 contains 160759 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36549 members 
Mstep: Class 17 contains 239527 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 17924 members 
Mstep: Class 20 contains 163200 members 
Mstep: Class 21 contains 174595 members 
Mstep: Class 22 contains 97826 members 
Mstep: Class 23 contains 47419 members 
Mstep: Class 24 contains 22265 members 
Mstep: Class 25 contains 171842 members 
Mstep: Class 26 contains 14634 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82076 members 
Mstep: Class 30 contains 29878 members 
Mstep: Class 31 contains 7574 members 
Mstep: Class 32 contains 5201 members 
Mstep: Class 33 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569568.000000 Penalty: 117808.554688
Iteration 125Q: 34 clusters Score -2.055696e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 111026 members 
Mstep: Class 3 contains 23111 members 
Mstep: Class 4 contains 25380 members 
Mstep: Class 5 contains 16338 members 
Mstep: Class 6 contains 10246 members 
Mstep: Class 7 contains 24588 members 
Mstep: Class 8 contains 115825 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 65645 members 
Mstep: Class 11 contains 17846 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 64481 members 
Mstep: Class 14 contains 160520 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36543 members 
Mstep: Class 17 contains 239535 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 17861 members 
Mstep: Class 20 contains 163645 members 
Mstep: Class 21 contains 174324 members 
Mstep: Class 22 contains 97791 members 
Mstep: Class 23 contains 47384 members 
Mstep: Class 24 contains 22235 members 
Mstep: Class 25 contains 171859 members 
Mstep: Class 26 contains 14702 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82038 members 
Mstep: Class 30 contains 29868 members 
Mstep: Class 31 contains 7764 members 
Mstep: Class 32 contains 5240 members 
Mstep: Class 33 contains 6634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570448.000000 Penalty: 117808.554688
Iteration 126Q: 34 clusters Score -2.055704e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 110979 members 
Mstep: Class 3 contains 23038 members 
Mstep: Class 4 contains 25354 members 
Mstep: Class 5 contains 16338 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 24439 members 
Mstep: Class 8 contains 115809 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 65785 members 
Mstep: Class 11 contains 17798 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 64071 members 
Mstep: Class 14 contains 160308 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36539 members 
Mstep: Class 17 contains 239562 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 17804 members 
Mstep: Class 20 contains 164044 members 
Mstep: Class 21 contains 174082 members 
Mstep: Class 22 contains 97728 members 
Mstep: Class 23 contains 47328 members 
Mstep: Class 24 contains 22210 members 
Mstep: Class 25 contains 171891 members 
Mstep: Class 26 contains 14787 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82013 members 
Mstep: Class 30 contains 29860 members 
Mstep: Class 31 contains 7951 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570912.000000 Penalty: 117808.554688
Iteration 127Q: 34 clusters Score -2.055709e+08 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 110938 members 
Mstep: Class 3 contains 23006 members 
Mstep: Class 4 contains 25316 members 
Mstep: Class 5 contains 16337 members 
Mstep: Class 6 contains 10882 members 
Mstep: Class 7 contains 24300 members 
Mstep: Class 8 contains 115783 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 65930 members 
Mstep: Class 11 contains 17772 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 63740 members 
Mstep: Class 14 contains 160086 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36526 members 
Mstep: Class 17 contains 239597 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 17740 members 
Mstep: Class 20 contains 164358 members 
Mstep: Class 21 contains 173869 members 
Mstep: Class 22 contains 97687 members 
Mstep: Class 23 contains 47261 members 
Mstep: Class 24 contains 22187 members 
Mstep: Class 25 contains 171914 members 
Mstep: Class 26 contains 14863 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82002 members 
Mstep: Class 30 contains 29856 members 
Mstep: Class 31 contains 8133 members 
Mstep: Class 32 contains 5326 members 
Mstep: Class 33 contains 7116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571328.000000 Penalty: 117808.554688
Iteration 128Q: 34 clusters Score -2.055713e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 110885 members 
Mstep: Class 3 contains 22965 members 
Mstep: Class 4 contains 25277 members 
Mstep: Class 5 contains 16332 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 24169 members 
Mstep: Class 8 contains 115759 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 66062 members 
Mstep: Class 11 contains 17740 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 63466 members 
Mstep: Class 14 contains 159884 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36517 members 
Mstep: Class 17 contains 239645 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 17691 members 
Mstep: Class 20 contains 164649 members 
Mstep: Class 21 contains 173645 members 
Mstep: Class 22 contains 97658 members 
Mstep: Class 23 contains 47212 members 
Mstep: Class 24 contains 22157 members 
Mstep: Class 25 contains 171950 members 
Mstep: Class 26 contains 14966 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81991 members 
Mstep: Class 30 contains 29845 members 
Mstep: Class 31 contains 8295 members 
Mstep: Class 32 contains 5353 members 
Mstep: Class 33 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571824.000000 Penalty: 117808.554688
Iteration 129Q: 34 clusters Score -2.055718e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 110815 members 
Mstep: Class 3 contains 22912 members 
Mstep: Class 4 contains 25286 members 
Mstep: Class 5 contains 16324 members 
Mstep: Class 6 contains 11405 members 
Mstep: Class 7 contains 24054 members 
Mstep: Class 8 contains 115768 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 66190 members 
Mstep: Class 11 contains 17700 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 63219 members 
Mstep: Class 14 contains 159732 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36505 members 
Mstep: Class 17 contains 239677 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 17654 members 
Mstep: Class 20 contains 164921 members 
Mstep: Class 21 contains 173435 members 
Mstep: Class 22 contains 97601 members 
Mstep: Class 23 contains 47166 members 
Mstep: Class 24 contains 22126 members 
Mstep: Class 25 contains 171970 members 
Mstep: Class 26 contains 15060 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81978 members 
Mstep: Class 30 contains 29848 members 
Mstep: Class 31 contains 8440 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572512.000000 Penalty: 117808.554688
Iteration 130Q: 34 clusters Score -2.055725e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 110755 members 
Mstep: Class 3 contains 22869 members 
Mstep: Class 4 contains 25275 members 
Mstep: Class 5 contains 16315 members 
Mstep: Class 6 contains 11655 members 
Mstep: Class 7 contains 23943 members 
Mstep: Class 8 contains 115770 members 
Mstep: Class 9 contains 2845 members 
Mstep: Class 10 contains 66315 members 
Mstep: Class 11 contains 17665 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 62983 members 
Mstep: Class 14 contains 159581 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36489 members 
Mstep: Class 17 contains 239684 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 17610 members 
Mstep: Class 20 contains 165171 members 
Mstep: Class 21 contains 173265 members 
Mstep: Class 22 contains 97546 members 
Mstep: Class 23 contains 47118 members 
Mstep: Class 24 contains 22100 members 
Mstep: Class 25 contains 171992 members 
Mstep: Class 26 contains 15162 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81959 members 
Mstep: Class 30 contains 29847 members 
Mstep: Class 31 contains 8568 members 
Mstep: Class 32 contains 5401 members 
Mstep: Class 33 contains 7657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572768.000000 Penalty: 117808.554688
Iteration 131Q: 34 clusters Score -2.055728e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 110719 members 
Mstep: Class 3 contains 22832 members 
Mstep: Class 4 contains 25256 members 
Mstep: Class 5 contains 16310 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 23843 members 
Mstep: Class 8 contains 115777 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 66463 members 
Mstep: Class 11 contains 17625 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 62780 members 
Mstep: Class 14 contains 159474 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 17 contains 239677 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 17579 members 
Mstep: Class 20 contains 165330 members 
Mstep: Class 21 contains 173120 members 
Mstep: Class 22 contains 97487 members 
Mstep: Class 23 contains 47078 members 
Mstep: Class 24 contains 22063 members 
Mstep: Class 25 contains 171999 members 
Mstep: Class 26 contains 15264 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81957 members 
Mstep: Class 30 contains 29831 members 
Mstep: Class 31 contains 8684 members 
Mstep: Class 32 contains 5430 members 
Mstep: Class 33 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572960.000000 Penalty: 117808.554688
Iteration 132Q: 34 clusters Score -2.05573e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 110692 members 
Mstep: Class 3 contains 22793 members 
Mstep: Class 4 contains 25243 members 
Mstep: Class 5 contains 16301 members 
Mstep: Class 6 contains 12078 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 115757 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 66586 members 
Mstep: Class 11 contains 17593 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 62588 members 
Mstep: Class 14 contains 159430 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36458 members 
Mstep: Class 17 contains 239689 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 17570 members 
Mstep: Class 20 contains 165429 members 
Mstep: Class 21 contains 172992 members 
Mstep: Class 22 contains 97445 members 
Mstep: Class 23 contains 47050 members 
Mstep: Class 24 contains 22023 members 
Mstep: Class 25 contains 171998 members 
Mstep: Class 26 contains 15353 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81936 members 
Mstep: Class 30 contains 29827 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 5463 members 
Mstep: Class 33 contains 7927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573104.000000 Penalty: 117808.554688
Iteration 133Q: 34 clusters Score -2.055731e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 110658 members 
Mstep: Class 3 contains 22752 members 
Mstep: Class 4 contains 25252 members 
Mstep: Class 5 contains 16299 members 
Mstep: Class 6 contains 12237 members 
Mstep: Class 7 contains 23665 members 
Mstep: Class 8 contains 115739 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 66721 members 
Mstep: Class 11 contains 17567 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 62446 members 
Mstep: Class 14 contains 159369 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36462 members 
Mstep: Class 17 contains 239680 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 17552 members 
Mstep: Class 20 contains 165528 members 
Mstep: Class 21 contains 172849 members 
Mstep: Class 22 contains 97418 members 
Mstep: Class 23 contains 47026 members 
Mstep: Class 24 contains 21989 members 
Mstep: Class 25 contains 172006 members 
Mstep: Class 26 contains 15404 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81929 members 
Mstep: Class 30 contains 29826 members 
Mstep: Class 31 contains 8870 members 
Mstep: Class 32 contains 5501 members 
Mstep: Class 33 contains 8040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573760.000000 Penalty: 117808.554688
Iteration 134Q: 34 clusters Score -2.055738e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 110617 members 
Mstep: Class 3 contains 22700 members 
Mstep: Class 4 contains 25245 members 
Mstep: Class 5 contains 16291 members 
Mstep: Class 6 contains 12411 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 115738 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 66845 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 62293 members 
Mstep: Class 14 contains 159303 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36458 members 
Mstep: Class 17 contains 239665 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 17542 members 
Mstep: Class 20 contains 165624 members 
Mstep: Class 21 contains 172707 members 
Mstep: Class 22 contains 97385 members 
Mstep: Class 23 contains 47013 members 
Mstep: Class 24 contains 21969 members 
Mstep: Class 25 contains 172045 members 
Mstep: Class 26 contains 15464 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81915 members 
Mstep: Class 30 contains 29825 members 
Mstep: Class 31 contains 8947 members 
Mstep: Class 32 contains 5536 members 
Mstep: Class 33 contains 8125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574032.000000 Penalty: 117808.554688
Iteration 135Q: 34 clusters Score -2.05574e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 110602 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 25248 members 
Mstep: Class 5 contains 16279 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 23525 members 
Mstep: Class 8 contains 115735 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 66985 members 
Mstep: Class 11 contains 17557 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 62155 members 
Mstep: Class 14 contains 159256 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36461 members 
Mstep: Class 17 contains 239663 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 17530 members 
Mstep: Class 20 contains 165700 members 
Mstep: Class 21 contains 172563 members 
Mstep: Class 22 contains 97348 members 
Mstep: Class 23 contains 47004 members 
Mstep: Class 24 contains 21956 members 
Mstep: Class 25 contains 172063 members 
Mstep: Class 26 contains 15508 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81899 members 
Mstep: Class 30 contains 29826 members 
Mstep: Class 31 contains 9025 members 
Mstep: Class 32 contains 5551 members 
Mstep: Class 33 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574336.000000 Penalty: 117808.554688
Iteration 136Q: 34 clusters Score -2.055743e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 110589 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 25245 members 
Mstep: Class 5 contains 16264 members 
Mstep: Class 6 contains 12712 members 
Mstep: Class 7 contains 23470 members 
Mstep: Class 8 contains 115738 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 67119 members 
Mstep: Class 11 contains 17541 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 62040 members 
Mstep: Class 14 contains 159216 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36444 members 
Mstep: Class 17 contains 239678 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 17517 members 
Mstep: Class 20 contains 165744 members 
Mstep: Class 21 contains 172419 members 
Mstep: Class 22 contains 97322 members 
Mstep: Class 23 contains 46985 members 
Mstep: Class 24 contains 21944 members 
Mstep: Class 25 contains 172092 members 
Mstep: Class 26 contains 15545 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81897 members 
Mstep: Class 30 contains 29818 members 
Mstep: Class 31 contains 9101 members 
Mstep: Class 32 contains 5569 members 
Mstep: Class 33 contains 8263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574128.000000 Penalty: 117808.554688
Iteration 137Q: 34 clusters Score -2.055741e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 110577 members 
Mstep: Class 3 contains 22572 members 
Mstep: Class 4 contains 25242 members 
Mstep: Class 5 contains 16257 members 
Mstep: Class 6 contains 12838 members 
Mstep: Class 7 contains 23413 members 
Mstep: Class 8 contains 115750 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 67261 members 
Mstep: Class 11 contains 17538 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 61942 members 
Mstep: Class 14 contains 159236 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36432 members 
Mstep: Class 17 contains 239675 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 17498 members 
Mstep: Class 20 contains 165751 members 
Mstep: Class 21 contains 172278 members 
Mstep: Class 22 contains 97275 members 
Mstep: Class 23 contains 46976 members 
Mstep: Class 24 contains 21929 members 
Mstep: Class 25 contains 172110 members 
Mstep: Class 26 contains 15584 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81900 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 9162 members 
Mstep: Class 32 contains 5584 members 
Mstep: Class 33 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574240.000000 Penalty: 117808.554688
Iteration 138Q: 34 clusters Score -2.055742e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 110560 members 
Mstep: Class 3 contains 22553 members 
Mstep: Class 4 contains 25243 members 
Mstep: Class 5 contains 16246 members 
Mstep: Class 6 contains 12941 members 
Mstep: Class 7 contains 23370 members 
Mstep: Class 8 contains 115751 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 67418 members 
Mstep: Class 11 contains 17520 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 61868 members 
Mstep: Class 14 contains 159282 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36431 members 
Mstep: Class 17 contains 239632 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 17482 members 
Mstep: Class 20 contains 165748 members 
Mstep: Class 21 contains 172173 members 
Mstep: Class 22 contains 97231 members 
Mstep: Class 23 contains 46951 members 
Mstep: Class 24 contains 21908 members 
Mstep: Class 25 contains 172112 members 
Mstep: Class 26 contains 15623 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81895 members 
Mstep: Class 30 contains 29824 members 
Mstep: Class 31 contains 9222 members 
Mstep: Class 32 contains 5597 members 
Mstep: Class 33 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574128.000000 Penalty: 117808.554688
Iteration 139Q: 34 clusters Score -2.055741e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 110548 members 
Mstep: Class 3 contains 22526 members 
Mstep: Class 4 contains 25248 members 
Mstep: Class 5 contains 16242 members 
Mstep: Class 6 contains 13030 members 
Mstep: Class 7 contains 23323 members 
Mstep: Class 8 contains 115756 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 67559 members 
Mstep: Class 11 contains 17500 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 61811 members 
Mstep: Class 14 contains 159315 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36440 members 
Mstep: Class 17 contains 239596 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 17465 members 
Mstep: Class 20 contains 165708 members 
Mstep: Class 21 contains 172085 members 
Mstep: Class 22 contains 97187 members 
Mstep: Class 23 contains 46941 members 
Mstep: Class 24 contains 21891 members 
Mstep: Class 25 contains 172119 members 
Mstep: Class 26 contains 15676 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81884 members 
Mstep: Class 30 contains 29822 members 
Mstep: Class 31 contains 9272 members 
Mstep: Class 32 contains 5605 members 
Mstep: Class 33 contains 8391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574288.000000 Penalty: 117808.554688
Iteration 140F: 34 clusters Score -2.055743e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 110536 members 
Mstep: Class 3 contains 22501 members 
Mstep: Class 4 contains 25262 members 
Mstep: Class 5 contains 16236 members 
Mstep: Class 6 contains 13105 members 
Mstep: Class 7 contains 23275 members 
Mstep: Class 8 contains 115768 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 67697 members 
Mstep: Class 11 contains 17481 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 61766 members 
Mstep: Class 14 contains 159392 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36436 members 
Mstep: Class 17 contains 239570 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 17459 members 
Mstep: Class 20 contains 165656 members 
Mstep: Class 21 contains 171985 members 
Mstep: Class 22 contains 97140 members 
Mstep: Class 23 contains 46931 members 
Mstep: Class 24 contains 21874 members 
Mstep: Class 25 contains 172125 members 
Mstep: Class 26 contains 15706 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81881 members 
Mstep: Class 30 contains 29809 members 
Mstep: Class 31 contains 9312 members 
Mstep: Class 32 contains 5621 members 
Mstep: Class 33 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574640.000000 Penalty: 117808.554688
Iteration 141Q: 34 clusters Score -2.055746e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 110537 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 25269 members 
Mstep: Class 5 contains 16236 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 23232 members 
Mstep: Class 8 contains 115774 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 67829 members 
Mstep: Class 11 contains 17464 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 61723 members 
Mstep: Class 14 contains 159469 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36428 members 
Mstep: Class 17 contains 239557 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 17450 members 
Mstep: Class 20 contains 165598 members 
Mstep: Class 21 contains 171873 members 
Mstep: Class 22 contains 97091 members 
Mstep: Class 23 contains 46924 members 
Mstep: Class 24 contains 21842 members 
Mstep: Class 25 contains 172119 members 
Mstep: Class 26 contains 15754 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81881 members 
Mstep: Class 30 contains 29802 members 
Mstep: Class 31 contains 9370 members 
Mstep: Class 32 contains 5637 members 
Mstep: Class 33 contains 8481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574464.000000 Penalty: 117808.554688
Iteration 142Q: 34 clusters Score -2.055745e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 110535 members 
Mstep: Class 3 contains 22454 members 
Mstep: Class 4 contains 25265 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 23196 members 
Mstep: Class 8 contains 115777 members 
Mstep: Class 9 contains 2865 members 
Mstep: Class 10 contains 67956 members 
Mstep: Class 11 contains 17453 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 61670 members 
Mstep: Class 14 contains 159557 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36430 members 
Mstep: Class 17 contains 239523 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 17441 members 
Mstep: Class 20 contains 165533 members 
Mstep: Class 21 contains 171757 members 
Mstep: Class 22 contains 97056 members 
Mstep: Class 23 contains 46910 members 
Mstep: Class 24 contains 21807 members 
Mstep: Class 25 contains 172136 members 
Mstep: Class 26 contains 15810 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81872 members 
Mstep: Class 30 contains 29805 members 
Mstep: Class 31 contains 9414 members 
Mstep: Class 32 contains 5650 members 
Mstep: Class 33 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 143Q: 34 clusters Score -2.055744e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 110511 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 25252 members 
Mstep: Class 5 contains 16236 members 
Mstep: Class 6 contains 13342 members 
Mstep: Class 7 contains 23157 members 
Mstep: Class 8 contains 115775 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 68068 members 
Mstep: Class 11 contains 17443 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61630 members 
Mstep: Class 14 contains 159623 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36436 members 
Mstep: Class 17 contains 239503 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 17437 members 
Mstep: Class 20 contains 165498 members 
Mstep: Class 21 contains 171649 members 
Mstep: Class 22 contains 97031 members 
Mstep: Class 23 contains 46900 members 
Mstep: Class 24 contains 21778 members 
Mstep: Class 25 contains 172148 members 
Mstep: Class 26 contains 15862 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81857 members 
Mstep: Class 30 contains 29802 members 
Mstep: Class 31 contains 9452 members 
Mstep: Class 32 contains 5661 members 
Mstep: Class 33 contains 8551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 144Q: 34 clusters Score -2.055744e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 110503 members 
Mstep: Class 3 contains 22418 members 
Mstep: Class 4 contains 25256 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 13411 members 
Mstep: Class 7 contains 23133 members 
Mstep: Class 8 contains 115765 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 68212 members 
Mstep: Class 11 contains 17427 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61589 members 
Mstep: Class 14 contains 159692 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36437 members 
Mstep: Class 17 contains 239468 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 17428 members 
Mstep: Class 20 contains 165446 members 
Mstep: Class 21 contains 171543 members 
Mstep: Class 22 contains 97000 members 
Mstep: Class 23 contains 46894 members 
Mstep: Class 24 contains 21753 members 
Mstep: Class 25 contains 172162 members 
Mstep: Class 26 contains 15898 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81852 members 
Mstep: Class 30 contains 29801 members 
Mstep: Class 31 contains 9480 members 
Mstep: Class 32 contains 5681 members 
Mstep: Class 33 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574544.000000 Penalty: 117808.554688
Iteration 145Q: 34 clusters Score -2.055745e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 110481 members 
Mstep: Class 3 contains 22409 members 
Mstep: Class 4 contains 25245 members 
Mstep: Class 5 contains 16230 members 
Mstep: Class 6 contains 13475 members 
Mstep: Class 7 contains 23115 members 
Mstep: Class 8 contains 115746 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 68339 members 
Mstep: Class 11 contains 17419 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61564 members 
Mstep: Class 14 contains 159732 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36441 members 
Mstep: Class 17 contains 239445 members 
Mstep: Class 18 contains 4230 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 165413 members 
Mstep: Class 21 contains 171453 members 
Mstep: Class 22 contains 96970 members 
Mstep: Class 23 contains 46883 members 
Mstep: Class 24 contains 21731 members 
Mstep: Class 25 contains 172177 members 
Mstep: Class 26 contains 15942 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81843 members 
Mstep: Class 30 contains 29787 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 5695 members 
Mstep: Class 33 contains 8618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574208.000000 Penalty: 117808.554688
Iteration 146Q: 34 clusters Score -2.055742e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 110469 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 25234 members 
Mstep: Class 5 contains 16232 members 
Mstep: Class 6 contains 13542 members 
Mstep: Class 7 contains 23088 members 
Mstep: Class 8 contains 115729 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 68470 members 
Mstep: Class 11 contains 17413 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61535 members 
Mstep: Class 14 contains 159790 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36434 members 
Mstep: Class 17 contains 239394 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 165365 members 
Mstep: Class 21 contains 171381 members 
Mstep: Class 22 contains 96951 members 
Mstep: Class 23 contains 46874 members 
Mstep: Class 24 contains 21724 members 
Mstep: Class 25 contains 172194 members 
Mstep: Class 26 contains 15963 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81842 members 
Mstep: Class 30 contains 29785 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 5707 members 
Mstep: Class 33 contains 8642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574256.000000 Penalty: 117808.554688
Iteration 147Q: 34 clusters Score -2.055743e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 110467 members 
Mstep: Class 3 contains 22387 members 
Mstep: Class 4 contains 25234 members 
Mstep: Class 5 contains 16231 members 
Mstep: Class 6 contains 13607 members 
Mstep: Class 7 contains 23034 members 
Mstep: Class 8 contains 115725 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 68575 members 
Mstep: Class 11 contains 17407 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61515 members 
Mstep: Class 14 contains 159830 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36431 members 
Mstep: Class 17 contains 239343 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 17397 members 
Mstep: Class 20 contains 165333 members 
Mstep: Class 21 contains 171326 members 
Mstep: Class 22 contains 96935 members 
Mstep: Class 23 contains 46864 members 
Mstep: Class 24 contains 21724 members 
Mstep: Class 25 contains 172205 members 
Mstep: Class 26 contains 15988 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81844 members 
Mstep: Class 30 contains 29776 members 
Mstep: Class 31 contains 9555 members 
Mstep: Class 32 contains 5714 members 
Mstep: Class 33 contains 8664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574224.000000 Penalty: 117808.554688
Iteration 148Q: 34 clusters Score -2.055742e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 110468 members 
Mstep: Class 3 contains 22380 members 
Mstep: Class 4 contains 25229 members 
Mstep: Class 5 contains 16231 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 22985 members 
Mstep: Class 8 contains 115720 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 68662 members 
Mstep: Class 11 contains 17412 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61489 members 
Mstep: Class 14 contains 159877 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36428 members 
Mstep: Class 17 contains 239289 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 20 contains 165295 members 
Mstep: Class 21 contains 171271 members 
Mstep: Class 22 contains 96925 members 
Mstep: Class 23 contains 46849 members 
Mstep: Class 24 contains 21708 members 
Mstep: Class 25 contains 172219 members 
Mstep: Class 26 contains 16008 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81851 members 
Mstep: Class 30 contains 29767 members 
Mstep: Class 31 contains 9577 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 8678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574032.000000 Penalty: 117808.554688
Iteration 149Q: 34 clusters Score -2.05574e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 110465 members 
Mstep: Class 3 contains 22368 members 
Mstep: Class 4 contains 25223 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 13752 members 
Mstep: Class 7 contains 22944 members 
Mstep: Class 8 contains 115716 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 68740 members 
Mstep: Class 11 contains 17413 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61457 members 
Mstep: Class 14 contains 159926 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36421 members 
Mstep: Class 17 contains 239260 members 
Mstep: Class 18 contains 4226 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 165244 members 
Mstep: Class 21 contains 171235 members 
Mstep: Class 22 contains 96911 members 
Mstep: Class 23 contains 46840 members 
Mstep: Class 24 contains 21694 members 
Mstep: Class 25 contains 172220 members 
Mstep: Class 26 contains 16024 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81853 members 
Mstep: Class 30 contains 29763 members 
Mstep: Class 31 contains 9606 members 
Mstep: Class 32 contains 5745 members 
Mstep: Class 33 contains 8697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574144.000000 Penalty: 117808.554688
Iteration 150Q: 34 clusters Score -2.055741e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 110456 members 
Mstep: Class 3 contains 22355 members 
Mstep: Class 4 contains 25223 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 13817 members 
Mstep: Class 7 contains 22917 members 
Mstep: Class 8 contains 115711 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 68811 members 
Mstep: Class 11 contains 17412 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61435 members 
Mstep: Class 14 contains 159967 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36422 members 
Mstep: Class 17 contains 239244 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 17381 members 
Mstep: Class 20 contains 165191 members 
Mstep: Class 21 contains 171201 members 
Mstep: Class 22 contains 96897 members 
Mstep: Class 23 contains 46831 members 
Mstep: Class 24 contains 21679 members 
Mstep: Class 25 contains 172225 members 
Mstep: Class 26 contains 16036 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81855 members 
Mstep: Class 30 contains 29750 members 
Mstep: Class 31 contains 9629 members 
Mstep: Class 32 contains 5753 members 
Mstep: Class 33 contains 8713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574304.000000 Penalty: 117808.554688
Iteration 151Q: 34 clusters Score -2.055743e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 110447 members 
Mstep: Class 3 contains 22347 members 
Mstep: Class 4 contains 25239 members 
Mstep: Class 5 contains 16232 members 
Mstep: Class 6 contains 13873 members 
Mstep: Class 7 contains 22900 members 
Mstep: Class 8 contains 115712 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 68874 members 
Mstep: Class 11 contains 17410 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61415 members 
Mstep: Class 14 contains 160014 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36415 members 
Mstep: Class 17 contains 239224 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 17372 members 
Mstep: Class 20 contains 165143 members 
Mstep: Class 21 contains 171152 members 
Mstep: Class 22 contains 96890 members 
Mstep: Class 23 contains 46819 members 
Mstep: Class 24 contains 21670 members 
Mstep: Class 25 contains 172223 members 
Mstep: Class 26 contains 16060 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81856 members 
Mstep: Class 30 contains 29742 members 
Mstep: Class 31 contains 9659 members 
Mstep: Class 32 contains 5763 members 
Mstep: Class 33 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574416.000000 Penalty: 117808.554688
Iteration 152Q: 34 clusters Score -2.055744e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 110445 members 
Mstep: Class 3 contains 22337 members 
Mstep: Class 4 contains 25239 members 
Mstep: Class 5 contains 16230 members 
Mstep: Class 6 contains 13917 members 
Mstep: Class 7 contains 22896 members 
Mstep: Class 8 contains 115717 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 68940 members 
Mstep: Class 11 contains 17404 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61396 members 
Mstep: Class 14 contains 160048 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36413 members 
Mstep: Class 17 contains 239206 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 17371 members 
Mstep: Class 20 contains 165097 members 
Mstep: Class 21 contains 171107 members 
Mstep: Class 22 contains 96877 members 
Mstep: Class 23 contains 46816 members 
Mstep: Class 24 contains 21658 members 
Mstep: Class 25 contains 172226 members 
Mstep: Class 26 contains 16080 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81860 members 
Mstep: Class 30 contains 29738 members 
Mstep: Class 31 contains 9682 members 
Mstep: Class 32 contains 5775 members 
Mstep: Class 33 contains 8738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 117808.554688
Iteration 153Q: 34 clusters Score -2.055744e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 110450 members 
Mstep: Class 3 contains 22333 members 
Mstep: Class 4 contains 25237 members 
Mstep: Class 5 contains 16224 members 
Mstep: Class 6 contains 13958 members 
Mstep: Class 7 contains 22883 members 
Mstep: Class 8 contains 115724 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 69006 members 
Mstep: Class 11 contains 17401 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61391 members 
Mstep: Class 14 contains 160066 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36410 members 
Mstep: Class 17 contains 239187 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 17371 members 
Mstep: Class 20 contains 165063 members 
Mstep: Class 21 contains 171065 members 
Mstep: Class 22 contains 96867 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21654 members 
Mstep: Class 25 contains 172228 members 
Mstep: Class 26 contains 16089 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81856 members 
Mstep: Class 30 contains 29735 members 
Mstep: Class 31 contains 9705 members 
Mstep: Class 32 contains 5783 members 
Mstep: Class 33 contains 8743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574368.000000 Penalty: 117808.554688
Iteration 154Q: 34 clusters Score -2.055744e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 110442 members 
Mstep: Class 3 contains 22329 members 
Mstep: Class 4 contains 25233 members 
Mstep: Class 5 contains 16225 members 
Mstep: Class 6 contains 13986 members 
Mstep: Class 7 contains 22867 members 
Mstep: Class 8 contains 115716 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 10 contains 69055 members 
Mstep: Class 11 contains 17396 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61394 members 
Mstep: Class 14 contains 160071 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36408 members 
Mstep: Class 17 contains 239183 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 165057 members 
Mstep: Class 21 contains 171037 members 
Mstep: Class 22 contains 96853 members 
Mstep: Class 23 contains 46808 members 
Mstep: Class 24 contains 21652 members 
Mstep: Class 25 contains 172226 members 
Mstep: Class 26 contains 16100 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81865 members 
Mstep: Class 30 contains 29734 members 
Mstep: Class 31 contains 9730 members 
Mstep: Class 32 contains 5793 members 
Mstep: Class 33 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 155Q: 34 clusters Score -2.055744e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 110441 members 
Mstep: Class 3 contains 22315 members 
Mstep: Class 4 contains 25224 members 
Mstep: Class 5 contains 16223 members 
Mstep: Class 6 contains 14021 members 
Mstep: Class 7 contains 22853 members 
Mstep: Class 8 contains 115721 members 
Mstep: Class 9 contains 2842 members 
Mstep: Class 10 contains 69116 members 
Mstep: Class 11 contains 17393 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61385 members 
Mstep: Class 14 contains 160106 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36407 members 
Mstep: Class 17 contains 239159 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 165031 members 
Mstep: Class 21 contains 171003 members 
Mstep: Class 22 contains 96836 members 
Mstep: Class 23 contains 46804 members 
Mstep: Class 24 contains 21647 members 
Mstep: Class 25 contains 172220 members 
Mstep: Class 26 contains 16112 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81870 members 
Mstep: Class 30 contains 29732 members 
Mstep: Class 31 contains 9775 members 
Mstep: Class 32 contains 5803 members 
Mstep: Class 33 contains 8759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574320.000000 Penalty: 117808.554688
Iteration 156Q: 34 clusters Score -2.055743e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 110431 members 
Mstep: Class 3 contains 22303 members 
Mstep: Class 4 contains 25217 members 
Mstep: Class 5 contains 16219 members 
Mstep: Class 6 contains 14056 members 
Mstep: Class 7 contains 22847 members 
Mstep: Class 8 contains 115742 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 69172 members 
Mstep: Class 11 contains 17393 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61374 members 
Mstep: Class 14 contains 160140 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36403 members 
Mstep: Class 17 contains 239132 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 17357 members 
Mstep: Class 20 contains 165004 members 
Mstep: Class 21 contains 170957 members 
Mstep: Class 22 contains 96820 members 
Mstep: Class 23 contains 46798 members 
Mstep: Class 24 contains 21634 members 
Mstep: Class 25 contains 172207 members 
Mstep: Class 26 contains 16135 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81871 members 
Mstep: Class 30 contains 29726 members 
Mstep: Class 31 contains 9830 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 8775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574128.000000 Penalty: 117808.554688
Iteration 157Q: 34 clusters Score -2.055741e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 110434 members 
Mstep: Class 3 contains 22283 members 
Mstep: Class 4 contains 25215 members 
Mstep: Class 5 contains 16218 members 
Mstep: Class 6 contains 14090 members 
Mstep: Class 7 contains 22839 members 
Mstep: Class 8 contains 115739 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 69214 members 
Mstep: Class 11 contains 17386 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61353 members 
Mstep: Class 14 contains 160191 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36395 members 
Mstep: Class 17 contains 239111 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 164968 members 
Mstep: Class 21 contains 170925 members 
Mstep: Class 22 contains 96798 members 
Mstep: Class 23 contains 46784 members 
Mstep: Class 24 contains 21629 members 
Mstep: Class 25 contains 172205 members 
Mstep: Class 26 contains 16159 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81871 members 
Mstep: Class 30 contains 29722 members 
Mstep: Class 31 contains 9887 members 
Mstep: Class 32 contains 5827 members 
Mstep: Class 33 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574096.000000 Penalty: 117808.554688
Iteration 158Q: 34 clusters Score -2.055741e+08 nChanged 739
Entering ConstructFrom: 
Score: -205574096.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (21683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Entering Unmasked Estep 
Score: -2414577.500000 Penalty: 2476.102295
	Iteration 0F: 2 clusters Score -2414578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2399366.500000 Penalty: 4952.204590
	Iteration 0F: 3 clusters Score -2399366 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2404779.250000 Penalty: 4952.204590
	Iteration 1F: 3 clusters Score -2404779 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2405305.250000 Penalty: 4952.204590
	Iteration 2F: 3 clusters Score -2405305 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2405910.250000 Penalty: 4952.204590
	Iteration 3F: 3 clusters Score -2405910 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2406644.250000 Penalty: 4952.204590
	Iteration 4F: 3 clusters Score -2406644 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2407525.750000 Penalty: 4952.204590
	Iteration 5F: 3 clusters Score -2407526 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2408562.250000 Penalty: 4952.204590
	Iteration 6F: 3 clusters Score -2408562 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2409689.000000 Penalty: 4952.204590
	Iteration 7F: 3 clusters Score -2409689 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2410710.000000 Penalty: 4952.204590
	Iteration 8F: 3 clusters Score -2410710 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2411504.000000 Penalty: 4952.204590
	Iteration 9Q: 3 clusters Score -2411504 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2412162.250000 Penalty: 4952.204590
	Iteration 10Q: 3 clusters Score -2412162 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2412639.500000 Penalty: 4952.204590
	Iteration 11Q: 3 clusters Score -2412640 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2413021.500000 Penalty: 4952.204590
	Iteration 12Q: 3 clusters Score -2413022 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2413280.500000 Penalty: 4952.204590
	Iteration 13Q: 3 clusters Score -2413280 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2413485.000000 Penalty: 4952.204590
	Iteration 14Q: 3 clusters Score -2413485 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2413606.250000 Penalty: 4952.204590
	Iteration 15Q: 3 clusters Score -2413606 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2413688.000000 Penalty: 4952.204590
	Iteration 16Q: 3 clusters Score -2413688 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2413759.250000 Penalty: 4952.204590
	Iteration 17Q: 3 clusters Score -2413759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2413809.000000 Penalty: 4952.204590
	Iteration 18Q: 3 clusters Score -2413809 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2413862.500000 Penalty: 4952.204590
	Iteration 19Q: 3 clusters Score -2413862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2413901.250000 Penalty: 4952.204590
	Iteration 20F: 3 clusters Score -2413901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2413928.750000 Penalty: 4952.204590
	Iteration 21Q: 3 clusters Score -2413929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2413960.000000 Penalty: 4952.204590
	Iteration 22Q: 3 clusters Score -2413960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2413992.250000 Penalty: 4952.204590
	Iteration 23Q: 3 clusters Score -2413992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2414019.250000 Penalty: 4952.204590
	Iteration 24Q: 3 clusters Score -2414019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2414050.750000 Penalty: 4952.204590
	Iteration 25Q: 3 clusters Score -2414051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2414080.250000 Penalty: 4952.204590
	Iteration 26Q: 3 clusters Score -2414080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2414094.250000 Penalty: 4952.204590
	Iteration 27Q: 3 clusters Score -2414094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2414113.250000 Penalty: 4952.204590
	Iteration 28Q: 3 clusters Score -2414113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2414121.250000 Penalty: 4952.204590
	Iteration 29Q: 3 clusters Score -2414121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2414134.750000 Penalty: 4952.204590
	Iteration 30Q: 3 clusters Score -2414135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2414145.750000 Penalty: 4952.204590
	Iteration 31Q: 3 clusters Score -2414146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2414150.250000 Penalty: 4952.204590
	Iteration 32Q: 3 clusters Score -2414150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2414157.250000 Penalty: 4952.204590
	Iteration 33Q: 3 clusters Score -2414157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2414155.500000 Penalty: 4952.204590
	Iteration 34Q: 3 clusters Score -2414156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2414164.000000 Penalty: 4952.204590
	Iteration 35Q: 3 clusters Score -2414164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2414163.750000 Penalty: 4952.204590
	Iteration 36Q: 3 clusters Score -2414164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2414161.000000 Penalty: 4952.204590
	Iteration 37Q: 3 clusters Score -2414161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2414161.500000 Penalty: 4952.204590
	Iteration 38Q: 3 clusters Score -2414162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2414161.750000 Penalty: 4952.204590
	Iteration 39Q: 3 clusters Score -2414162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2414163.000000 Penalty: 4952.204590
	Iteration 40F: 3 clusters Score -2414163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Entering Unmasked Estep 
Score: -13116251.000000 Penalty: 2879.807861
	Iteration 0F: 2 clusters Score -1.311625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -13042583.000000 Penalty: 5759.615723
	Iteration 0F: 3 clusters Score -1.304258e+07 nChanged 52221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -13073173.000000 Penalty: 5759.615723
	Iteration 1F: 3 clusters Score -1.307317e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -13075499.000000 Penalty: 5759.615723
	Iteration 2Q: 3 clusters Score -1.30755e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -13079982.000000 Penalty: 5759.615723
	Iteration 3F: 3 clusters Score -1.307998e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -13087692.000000 Penalty: 5759.615723
	Iteration 4F: 3 clusters Score -1.308769e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -13097793.000000 Penalty: 5759.615723
	Iteration 5F: 3 clusters Score -1.309779e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -13106542.000000 Penalty: 5759.615723
	Iteration 6F: 3 clusters Score -1.310654e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107301 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -13111106.000000 Penalty: 5759.615723
	Iteration 7Q: 3 clusters Score -1.311111e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13112749.000000 Penalty: 5759.615723
	Iteration 8Q: 3 clusters Score -1.311275e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13113320.000000 Penalty: 5759.615723
	Iteration 9Q: 3 clusters Score -1.311332e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13113512.000000 Penalty: 5759.615723
	Iteration 10Q: 3 clusters Score -1.311351e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13113635.000000 Penalty: 5759.615723
	Iteration 11Q: 3 clusters Score -1.311364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13113669.000000 Penalty: 5759.615723
	Iteration 12Q: 3 clusters Score -1.311367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13113701.000000 Penalty: 5759.615723
	Iteration 13Q: 3 clusters Score -1.31137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13113724.000000 Penalty: 5759.615723
	Iteration 14Q: 3 clusters Score -1.311372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -13113735.000000 Penalty: 5759.615723
	Iteration 15Q: 3 clusters Score -1.311374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13113758.000000 Penalty: 5759.615723
	Iteration 16Q: 3 clusters Score -1.311376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13113774.000000 Penalty: 5759.615723
	Iteration 17Q: 3 clusters Score -1.311377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13113788.000000 Penalty: 5759.615723
	Iteration 18Q: 3 clusters Score -1.311379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13113794.000000 Penalty: 5759.615723
	Iteration 19Q: 3 clusters Score -1.311379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13113797.000000 Penalty: 5759.615723
	Iteration 20F: 3 clusters Score -1.31138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13113811.000000 Penalty: 5759.615723
	Iteration 21Q: 3 clusters Score -1.311381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13113806.000000 Penalty: 5759.615723
	Iteration 22Q: 3 clusters Score -1.311381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13113803.000000 Penalty: 5759.615723
	Iteration 23Q: 3 clusters Score -1.31138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13113803.000000 Penalty: 5759.615723
	Iteration 24F: 3 clusters Score -1.31138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Entering Unmasked Estep 
Score: -2545899.750000 Penalty: 2482.715820
	Iteration 0F: 2 clusters Score -2545900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2530287.500000 Penalty: 4965.431641
	Iteration 0F: 3 clusters Score -2530288 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2535536.500000 Penalty: 4965.431641
	Iteration 1F: 3 clusters Score -2535536 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2536062.000000 Penalty: 4965.431641
	Iteration 2F: 3 clusters Score -2536062 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2536588.500000 Penalty: 4965.431641
	Iteration 3F: 3 clusters Score -2536588 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2537110.250000 Penalty: 4965.431641
	Iteration 4Q: 3 clusters Score -2537110 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2537592.500000 Penalty: 4965.431641
	Iteration 5Q: 3 clusters Score -2537592 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2538065.250000 Penalty: 4965.431641
	Iteration 6Q: 3 clusters Score -2538065 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2538496.000000 Penalty: 4965.431641
	Iteration 7Q: 3 clusters Score -2538496 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2538945.000000 Penalty: 4965.431641
	Iteration 8Q: 3 clusters Score -2538945 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2539373.000000 Penalty: 4965.431641
	Iteration 9Q: 3 clusters Score -2539373 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2539782.250000 Penalty: 4965.431641
	Iteration 10Q: 3 clusters Score -2539782 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2540231.250000 Penalty: 4965.431641
	Iteration 11Q: 3 clusters Score -2540231 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2540720.750000 Penalty: 4965.431641
	Iteration 12Q: 3 clusters Score -2540721 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2541149.750000 Penalty: 4965.431641
	Iteration 13Q: 3 clusters Score -2541150 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2541507.000000 Penalty: 4965.431641
	Iteration 14Q: 3 clusters Score -2541507 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2541759.500000 Penalty: 4965.431641
	Iteration 15Q: 3 clusters Score -2541760 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2541957.250000 Penalty: 4965.431641
	Iteration 16Q: 3 clusters Score -2541957 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2542084.500000 Penalty: 4965.431641
	Iteration 17Q: 3 clusters Score -2542084 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2542171.500000 Penalty: 4965.431641
	Iteration 18Q: 3 clusters Score -2542172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2542233.500000 Penalty: 4965.431641
	Iteration 19Q: 3 clusters Score -2542234 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2542296.500000 Penalty: 4965.431641
	Iteration 20F: 3 clusters Score -2542296 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2542347.750000 Penalty: 4965.431641
	Iteration 21Q: 3 clusters Score -2542348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2542397.500000 Penalty: 4965.431641
	Iteration 22Q: 3 clusters Score -2542398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2542449.000000 Penalty: 4965.431641
	Iteration 23Q: 3 clusters Score -2542449 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2542473.750000 Penalty: 4965.431641
	Iteration 24Q: 3 clusters Score -2542474 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2542519.500000 Penalty: 4965.431641
	Iteration 25Q: 3 clusters Score -2542520 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2542574.250000 Penalty: 4965.431641
	Iteration 26Q: 3 clusters Score -2542574 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2542607.000000 Penalty: 4965.431641
	Iteration 27Q: 3 clusters Score -2542607 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2542649.750000 Penalty: 4965.431641
	Iteration 28Q: 3 clusters Score -2542650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2542701.250000 Penalty: 4965.431641
	Iteration 29Q: 3 clusters Score -2542701 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2542756.500000 Penalty: 4965.431641
	Iteration 30Q: 3 clusters Score -2542756 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2542795.000000 Penalty: 4965.431641
	Iteration 31Q: 3 clusters Score -2542795 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2542842.750000 Penalty: 4965.431641
	Iteration 32Q: 3 clusters Score -2542843 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2542886.750000 Penalty: 4965.431641
	Iteration 33Q: 3 clusters Score -2542887 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2542956.500000 Penalty: 4965.431641
	Iteration 34Q: 3 clusters Score -2542956 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2543014.250000 Penalty: 4965.431641
	Iteration 35Q: 3 clusters Score -2543014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2543071.250000 Penalty: 4965.431641
	Iteration 36Q: 3 clusters Score -2543071 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2543118.500000 Penalty: 4965.431641
	Iteration 37Q: 3 clusters Score -2543118 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2543166.500000 Penalty: 4965.431641
	Iteration 38Q: 3 clusters Score -2543166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2543217.250000 Penalty: 4965.431641
	Iteration 39Q: 3 clusters Score -2543217 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2543258.250000 Penalty: 4965.431641
	Iteration 40F: 3 clusters Score -2543258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2543304.250000 Penalty: 4965.431641
	Iteration 41Q: 3 clusters Score -2543304 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2543360.500000 Penalty: 4965.431641
	Iteration 42Q: 3 clusters Score -2543360 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2543393.500000 Penalty: 4965.431641
	Iteration 43Q: 3 clusters Score -2543394 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2543433.250000 Penalty: 4965.431641
	Iteration 44Q: 3 clusters Score -2543433 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2543482.500000 Penalty: 4965.431641
	Iteration 45Q: 3 clusters Score -2543482 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2543541.250000 Penalty: 4965.431641
	Iteration 46Q: 3 clusters Score -2543541 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2543600.000000 Penalty: 4965.431641
	Iteration 47Q: 3 clusters Score -2543600 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2543651.750000 Penalty: 4965.431641
	Iteration 48Q: 3 clusters Score -2543652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2543693.250000 Penalty: 4965.431641
	Iteration 49Q: 3 clusters Score -2543693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2543721.000000 Penalty: 4965.431641
	Iteration 50Q: 3 clusters Score -2543721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2543768.750000 Penalty: 4965.431641
	Iteration 51Q: 3 clusters Score -2543769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2543796.750000 Penalty: 4965.431641
	Iteration 52Q: 3 clusters Score -2543797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2543812.000000 Penalty: 4965.431641
	Iteration 53Q: 3 clusters Score -2543812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2543831.750000 Penalty: 4965.431641
	Iteration 54Q: 3 clusters Score -2543832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2543858.000000 Penalty: 4965.431641
	Iteration 55Q: 3 clusters Score -2543858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2543884.000000 Penalty: 4965.431641
	Iteration 56Q: 3 clusters Score -2543884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2543904.000000 Penalty: 4965.431641
	Iteration 57Q: 3 clusters Score -2543904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2543920.750000 Penalty: 4965.431641
	Iteration 58Q: 3 clusters Score -2543921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2543938.750000 Penalty: 4965.431641
	Iteration 59Q: 3 clusters Score -2543939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2543968.750000 Penalty: 4965.431641
	Iteration 60F: 3 clusters Score -2543969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2543999.750000 Penalty: 4965.431641
	Iteration 61Q: 3 clusters Score -2544000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2544020.750000 Penalty: 4965.431641
	Iteration 62Q: 3 clusters Score -2544021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2544045.500000 Penalty: 4965.431641
	Iteration 63Q: 3 clusters Score -2544046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2544067.500000 Penalty: 4965.431641
	Iteration 64Q: 3 clusters Score -2544068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2544095.750000 Penalty: 4965.431641
	Iteration 65Q: 3 clusters Score -2544096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2544114.750000 Penalty: 4965.431641
	Iteration 66Q: 3 clusters Score -2544115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2544135.500000 Penalty: 4965.431641
	Iteration 67Q: 3 clusters Score -2544136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2544160.750000 Penalty: 4965.431641
	Iteration 68Q: 3 clusters Score -2544161 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2544192.750000 Penalty: 4965.431641
	Iteration 69Q: 3 clusters Score -2544193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2544237.500000 Penalty: 4965.431641
	Iteration 70Q: 3 clusters Score -2544238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2544292.750000 Penalty: 4965.431641
	Iteration 71Q: 3 clusters Score -2544293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2544377.500000 Penalty: 4965.431641
	Iteration 72Q: 3 clusters Score -2544378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2544458.250000 Penalty: 4965.431641
	Iteration 73Q: 3 clusters Score -2544458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2544509.500000 Penalty: 4965.431641
	Iteration 74Q: 3 clusters Score -2544510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2544546.250000 Penalty: 4965.431641
	Iteration 75Q: 3 clusters Score -2544546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2544565.250000 Penalty: 4965.431641
	Iteration 76Q: 3 clusters Score -2544565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2544585.000000 Penalty: 4965.431641
	Iteration 77Q: 3 clusters Score -2544585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2544597.250000 Penalty: 4965.431641
	Iteration 78Q: 3 clusters Score -2544597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2544603.000000 Penalty: 4965.431641
	Iteration 79Q: 3 clusters Score -2544603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2544611.500000 Penalty: 4965.431641
	Iteration 80F: 3 clusters Score -2544612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2544613.500000 Penalty: 4965.431641
	Iteration 81Q: 3 clusters Score -2544614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2544615.750000 Penalty: 4965.431641
	Iteration 82Q: 3 clusters Score -2544616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2544623.500000 Penalty: 4965.431641
	Iteration 83Q: 3 clusters Score -2544624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2544632.250000 Penalty: 4965.431641
	Iteration 84Q: 3 clusters Score -2544632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2544648.000000 Penalty: 4965.431641
	Iteration 85Q: 3 clusters Score -2544648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2544652.000000 Penalty: 4965.431641
	Iteration 86Q: 3 clusters Score -2544652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2544655.500000 Penalty: 4965.431641
	Iteration 87Q: 3 clusters Score -2544656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2544656.000000 Penalty: 4965.431641
	Iteration 88Q: 3 clusters Score -2544656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2544657.250000 Penalty: 4965.431641
	Iteration 89Q: 3 clusters Score -2544657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2544657.500000 Penalty: 4965.431641
	Iteration 90Q: 3 clusters Score -2544658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2544659.750000 Penalty: 4965.431641
	Iteration 91Q: 3 clusters Score -2544660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2544658.750000 Penalty: 4965.431641
	Iteration 92Q: 3 clusters Score -2544659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2544658.750000 Penalty: 4965.431641
	Iteration 93F: 3 clusters Score -2544659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Entering Unmasked Estep 
Score: -2841159.500000 Penalty: 2513.302002
	Iteration 0F: 2 clusters Score -2841160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2823646.750000 Penalty: 5026.604004
	Iteration 0F: 3 clusters Score -2823647 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2829951.250000 Penalty: 5026.604004
	Iteration 1F: 3 clusters Score -2829951 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2830630.750000 Penalty: 5026.604004
	Iteration 2F: 3 clusters Score -2830631 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2831215.000000 Penalty: 5026.604004
	Iteration 3F: 3 clusters Score -2831215 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2831831.250000 Penalty: 5026.604004
	Iteration 4F: 3 clusters Score -2831831 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2832484.000000 Penalty: 5026.604004
	Iteration 5F: 3 clusters Score -2832484 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2833160.000000 Penalty: 5026.604004
	Iteration 6Q: 3 clusters Score -2833160 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2833916.750000 Penalty: 5026.604004
	Iteration 7Q: 3 clusters Score -2833917 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2834815.500000 Penalty: 5026.604004
	Iteration 8F: 3 clusters Score -2834816 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2835751.250000 Penalty: 5026.604004
	Iteration 9F: 3 clusters Score -2835751 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2836496.750000 Penalty: 5026.604004
	Iteration 10Q: 3 clusters Score -2836497 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2837014.250000 Penalty: 5026.604004
	Iteration 11Q: 3 clusters Score -2837014 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2837339.000000 Penalty: 5026.604004
	Iteration 12Q: 3 clusters Score -2837339 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2837561.500000 Penalty: 5026.604004
	Iteration 13Q: 3 clusters Score -2837562 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2837696.750000 Penalty: 5026.604004
	Iteration 14Q: 3 clusters Score -2837697 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2837813.500000 Penalty: 5026.604004
	Iteration 15Q: 3 clusters Score -2837814 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2837899.500000 Penalty: 5026.604004
	Iteration 16Q: 3 clusters Score -2837900 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2837961.250000 Penalty: 5026.604004
	Iteration 17Q: 3 clusters Score -2837961 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2838012.000000 Penalty: 5026.604004
	Iteration 18Q: 3 clusters Score -2838012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2838045.000000 Penalty: 5026.604004
	Iteration 19Q: 3 clusters Score -2838045 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2838068.250000 Penalty: 5026.604004
	Iteration 20F: 3 clusters Score -2838068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2838101.250000 Penalty: 5026.604004
	Iteration 21Q: 3 clusters Score -2838101 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2838119.500000 Penalty: 5026.604004
	Iteration 22Q: 3 clusters Score -2838120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2838115.250000 Penalty: 5026.604004
	Iteration 23Q: 3 clusters Score -2838115 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2838127.250000 Penalty: 5026.604004
	Iteration 24Q: 3 clusters Score -2838127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2838146.500000 Penalty: 5026.604004
	Iteration 25Q: 3 clusters Score -2838146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2838151.000000 Penalty: 5026.604004
	Iteration 26Q: 3 clusters Score -2838151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2838160.250000 Penalty: 5026.604004
	Iteration 27Q: 3 clusters Score -2838160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2838148.750000 Penalty: 5026.604004
	Iteration 28Q: 3 clusters Score -2838149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2838164.500000 Penalty: 5026.604004
	Iteration 29Q: 3 clusters Score -2838164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2838168.000000 Penalty: 5026.604004
	Iteration 30Q: 3 clusters Score -2838168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2838183.000000 Penalty: 5026.604004
	Iteration 31Q: 3 clusters Score -2838183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2838188.000000 Penalty: 5026.604004
	Iteration 32Q: 3 clusters Score -2838188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2838187.500000 Penalty: 5026.604004
	Iteration 33Q: 3 clusters Score -2838188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2838200.000000 Penalty: 5026.604004
	Iteration 34Q: 3 clusters Score -2838200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2838194.250000 Penalty: 5026.604004
	Iteration 35Q: 3 clusters Score -2838194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2838194.500000 Penalty: 5026.604004
	Iteration 36Q: 3 clusters Score -2838194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2838190.500000 Penalty: 5026.604004
	Iteration 37Q: 3 clusters Score -2838190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2838194.500000 Penalty: 5026.604004
	Iteration 38Q: 3 clusters Score -2838194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2838193.500000 Penalty: 5026.604004
	Iteration 39Q: 3 clusters Score -2838194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2838197.750000 Penalty: 5026.604004
	Iteration 40F: 3 clusters Score -2838198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2838197.500000 Penalty: 5026.604004
	Iteration 41Q: 3 clusters Score -2838198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2838201.500000 Penalty: 5026.604004
	Iteration 42Q: 3 clusters Score -2838202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2838202.750000 Penalty: 5026.604004
	Iteration 43Q: 3 clusters Score -2838203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2838201.250000 Penalty: 5026.604004
	Iteration 44Q: 3 clusters Score -2838201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2838198.750000 Penalty: 5026.604004
	Iteration 45Q: 3 clusters Score -2838199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2838196.500000 Penalty: 5026.604004
	Iteration 46Q: 3 clusters Score -2838196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2838192.500000 Penalty: 5026.604004
	Iteration 47Q: 3 clusters Score -2838192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2838194.000000 Penalty: 5026.604004
	Iteration 48Q: 3 clusters Score -2838194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2838190.500000 Penalty: 5026.604004
	Iteration 49Q: 3 clusters Score -2838190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2838196.000000 Penalty: 5026.604004
	Iteration 50Q: 3 clusters Score -2838196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2838191.500000 Penalty: 5026.604004
	Iteration 51Q: 3 clusters Score -2838192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2838193.750000 Penalty: 5026.604004
	Iteration 52Q: 3 clusters Score -2838194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2838195.500000 Penalty: 5026.604004
	Iteration 53Q: 3 clusters Score -2838196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2838196.000000 Penalty: 5026.604004
	Iteration 54Q: 3 clusters Score -2838196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2838193.750000 Penalty: 5026.604004
	Iteration 55Q: 3 clusters Score -2838194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2838196.750000 Penalty: 5026.604004
	Iteration 56Q: 3 clusters Score -2838197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2838195.750000 Penalty: 5026.604004
	Iteration 57Q: 3 clusters Score -2838196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2838197.750000 Penalty: 5026.604004
	Iteration 58Q: 3 clusters Score -2838198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2838200.750000 Penalty: 5026.604004
	Iteration 59Q: 3 clusters Score -2838201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2838196.000000 Penalty: 5026.604004
	Iteration 60F: 3 clusters Score -2838196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2838196.000000 Penalty: 5026.604004
	Iteration 61Q: 3 clusters Score -2838196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2838194.250000 Penalty: 5026.604004
	Iteration 62Q: 3 clusters Score -2838194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2838191.750000 Penalty: 5026.604004
	Iteration 63Q: 3 clusters Score -2838192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2838188.750000 Penalty: 5026.604004
	Iteration 64Q: 3 clusters Score -2838189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2838187.750000 Penalty: 5026.604004
	Iteration 65Q: 3 clusters Score -2838188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2838187.750000 Penalty: 5026.604004
	Iteration 66F: 3 clusters Score -2838188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Entering Unmasked Estep 
Score: -1910913.000000 Penalty: 2404.004883
	Iteration 0F: 2 clusters Score -1910913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1899228.250000 Penalty: 4808.009766
	Iteration 0F: 3 clusters Score -1899228 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1903154.875000 Penalty: 4808.009766
	Iteration 1F: 3 clusters Score -1903155 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1903812.500000 Penalty: 4808.009766
	Iteration 2F: 3 clusters Score -1903812 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1904567.250000 Penalty: 4808.009766
	Iteration 3F: 3 clusters Score -1904567 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1905167.750000 Penalty: 4808.009766
	Iteration 4F: 3 clusters Score -1905168 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1905683.375000 Penalty: 4808.009766
	Iteration 5F: 3 clusters Score -1905683 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1906163.000000 Penalty: 4808.009766
	Iteration 6F: 3 clusters Score -1906163 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1906609.500000 Penalty: 4808.009766
	Iteration 7Q: 3 clusters Score -1906610 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1907066.125000 Penalty: 4808.009766
	Iteration 8Q: 3 clusters Score -1907066 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1907521.750000 Penalty: 4808.009766
	Iteration 9Q: 3 clusters Score -1907522 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1907916.750000 Penalty: 4808.009766
	Iteration 10Q: 3 clusters Score -1907917 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1908230.750000 Penalty: 4808.009766
	Iteration 11Q: 3 clusters Score -1908231 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1908449.375000 Penalty: 4808.009766
	Iteration 12Q: 3 clusters Score -1908449 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1908623.750000 Penalty: 4808.009766
	Iteration 13Q: 3 clusters Score -1908624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1908734.875000 Penalty: 4808.009766
	Iteration 14Q: 3 clusters Score -1908735 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1908819.125000 Penalty: 4808.009766
	Iteration 15Q: 3 clusters Score -1908819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1908878.750000 Penalty: 4808.009766
	Iteration 16Q: 3 clusters Score -1908879 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1908926.750000 Penalty: 4808.009766
	Iteration 17Q: 3 clusters Score -1908927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1908965.750000 Penalty: 4808.009766
	Iteration 18Q: 3 clusters Score -1908966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1908985.500000 Penalty: 4808.009766
	Iteration 19Q: 3 clusters Score -1908986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1909001.875000 Penalty: 4808.009766
	Iteration 20F: 3 clusters Score -1909002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1909025.500000 Penalty: 4808.009766
	Iteration 21Q: 3 clusters Score -1909026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1909034.625000 Penalty: 4808.009766
	Iteration 22Q: 3 clusters Score -1909035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1909039.875000 Penalty: 4808.009766
	Iteration 23Q: 3 clusters Score -1909040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1909049.750000 Penalty: 4808.009766
	Iteration 24Q: 3 clusters Score -1909050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1909059.750000 Penalty: 4808.009766
	Iteration 25Q: 3 clusters Score -1909060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1909071.375000 Penalty: 4808.009766
	Iteration 26Q: 3 clusters Score -1909071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1909071.875000 Penalty: 4808.009766
	Iteration 27Q: 3 clusters Score -1909072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1909077.375000 Penalty: 4808.009766
	Iteration 28Q: 3 clusters Score -1909077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1909083.375000 Penalty: 4808.009766
	Iteration 29Q: 3 clusters Score -1909083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1909086.125000 Penalty: 4808.009766
	Iteration 30Q: 3 clusters Score -1909086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1909091.125000 Penalty: 4808.009766
	Iteration 31Q: 3 clusters Score -1909091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1909095.250000 Penalty: 4808.009766
	Iteration 32Q: 3 clusters Score -1909095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1909100.875000 Penalty: 4808.009766
	Iteration 33Q: 3 clusters Score -1909101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1909102.750000 Penalty: 4808.009766
	Iteration 34Q: 3 clusters Score -1909103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1909101.625000 Penalty: 4808.009766
	Iteration 35Q: 3 clusters Score -1909102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1909107.125000 Penalty: 4808.009766
	Iteration 36Q: 3 clusters Score -1909107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1909108.625000 Penalty: 4808.009766
	Iteration 37Q: 3 clusters Score -1909109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1909113.000000 Penalty: 4808.009766
	Iteration 38Q: 3 clusters Score -1909113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1909112.625000 Penalty: 4808.009766
	Iteration 39Q: 3 clusters Score -1909113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1909114.750000 Penalty: 4808.009766
	Iteration 40F: 3 clusters Score -1909115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1909117.250000 Penalty: 4808.009766
	Iteration 41Q: 3 clusters Score -1909117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1909116.625000 Penalty: 4808.009766
	Iteration 42Q: 3 clusters Score -1909117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1909118.125000 Penalty: 4808.009766
	Iteration 43Q: 3 clusters Score -1909118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1909118.125000 Penalty: 4808.009766
	Iteration 44F: 3 clusters Score -1909118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Entering Unmasked Estep 
Score: -1605385.750000 Penalty: 2369.673340
	Iteration 0F: 2 clusters Score -1605386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1595141.375000 Penalty: 4739.346680
	Iteration 0F: 3 clusters Score -1595141 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1598513.000000 Penalty: 4739.346680
	Iteration 1F: 3 clusters Score -1598513 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1599097.375000 Penalty: 4739.346680
	Iteration 2F: 3 clusters Score -1599097 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1599763.500000 Penalty: 4739.346680
	Iteration 3F: 3 clusters Score -1599764 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1600565.375000 Penalty: 4739.346680
	Iteration 4F: 3 clusters Score -1600565 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1601487.875000 Penalty: 4739.346680
	Iteration 5F: 3 clusters Score -1601488 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1602304.250000 Penalty: 4739.346680
	Iteration 6F: 3 clusters Score -1602304 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1602877.000000 Penalty: 4739.346680
	Iteration 7F: 3 clusters Score -1602877 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1603221.375000 Penalty: 4739.346680
	Iteration 8Q: 3 clusters Score -1603221 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1603489.500000 Penalty: 4739.346680
	Iteration 9Q: 3 clusters Score -1603490 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1603729.750000 Penalty: 4739.346680
	Iteration 10Q: 3 clusters Score -1603730 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1603926.125000 Penalty: 4739.346680
	Iteration 11Q: 3 clusters Score -1603926 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1604057.250000 Penalty: 4739.346680
	Iteration 12Q: 3 clusters Score -1604057 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1604153.375000 Penalty: 4739.346680
	Iteration 13Q: 3 clusters Score -1604153 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1604223.125000 Penalty: 4739.346680
	Iteration 14Q: 3 clusters Score -1604223 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1604266.625000 Penalty: 4739.346680
	Iteration 15Q: 3 clusters Score -1604267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1604287.750000 Penalty: 4739.346680
	Iteration 16Q: 3 clusters Score -1604288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1604316.125000 Penalty: 4739.346680
	Iteration 17Q: 3 clusters Score -1604316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1604325.250000 Penalty: 4739.346680
	Iteration 18Q: 3 clusters Score -1604325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1604334.125000 Penalty: 4739.346680
	Iteration 19Q: 3 clusters Score -1604334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1604341.250000 Penalty: 4739.346680
	Iteration 20F: 3 clusters Score -1604341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1604349.000000 Penalty: 4739.346680
	Iteration 21Q: 3 clusters Score -1604349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1604347.000000 Penalty: 4739.346680
	Iteration 22Q: 3 clusters Score -1604347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1604348.000000 Penalty: 4739.346680
	Iteration 23Q: 3 clusters Score -1604348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1604353.375000 Penalty: 4739.346680
	Iteration 24Q: 3 clusters Score -1604353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1604353.875000 Penalty: 4739.346680
	Iteration 25Q: 3 clusters Score -1604354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1604351.625000 Penalty: 4739.346680
	Iteration 26Q: 3 clusters Score -1604352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1604353.875000 Penalty: 4739.346680
	Iteration 27Q: 3 clusters Score -1604354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1604353.875000 Penalty: 4739.346680
	Iteration 28Q: 3 clusters Score -1604354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1604354.250000 Penalty: 4739.346680
	Iteration 29Q: 3 clusters Score -1604354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1604354.000000 Penalty: 4739.346680
	Iteration 30Q: 3 clusters Score -1604354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1604353.750000 Penalty: 4739.346680
	Iteration 31Q: 3 clusters Score -1604354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1604353.750000 Penalty: 4739.346680
	Iteration 32Q: 3 clusters Score -1604354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1604353.250000 Penalty: 4739.346680
	Iteration 33Q: 3 clusters Score -1604353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1604359.125000 Penalty: 4739.346680
	Iteration 34Q: 3 clusters Score -1604359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1604358.375000 Penalty: 4739.346680
	Iteration 35Q: 3 clusters Score -1604358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1604359.000000 Penalty: 4739.346680
	Iteration 36Q: 3 clusters Score -1604359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1604364.375000 Penalty: 4739.346680
	Iteration 37Q: 3 clusters Score -1604364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1604364.750000 Penalty: 4739.346680
	Iteration 38Q: 3 clusters Score -1604365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1604363.500000 Penalty: 4739.346680
	Iteration 39Q: 3 clusters Score -1604364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1604363.250000 Penalty: 4739.346680
	Iteration 40F: 3 clusters Score -1604363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1604364.125000 Penalty: 4739.346680
	Iteration 41Q: 3 clusters Score -1604364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1604364.375000 Penalty: 4739.346680
	Iteration 42Q: 3 clusters Score -1604364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1604364.375000 Penalty: 4739.346680
	Iteration 43F: 3 clusters Score -1604364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2540712.500000 Penalty: 2488.766602
	Iteration 0F: 2 clusters Score -2540712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2524817.000000 Penalty: 4977.533203
	Iteration 0F: 3 clusters Score -2524817 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2530595.750000 Penalty: 4977.533203
	Iteration 1F: 3 clusters Score -2530596 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2531335.000000 Penalty: 4977.533203
	Iteration 2F: 3 clusters Score -2531335 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2532088.500000 Penalty: 4977.533203
	Iteration 3F: 3 clusters Score -2532088 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2532972.000000 Penalty: 4977.533203
	Iteration 4F: 3 clusters Score -2532972 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2533846.500000 Penalty: 4977.533203
	Iteration 5F: 3 clusters Score -2533846 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2534596.250000 Penalty: 4977.533203
	Iteration 6F: 3 clusters Score -2534596 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2535279.750000 Penalty: 4977.533203
	Iteration 7F: 3 clusters Score -2535280 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2535821.250000 Penalty: 4977.533203
	Iteration 8Q: 3 clusters Score -2535821 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2536233.500000 Penalty: 4977.533203
	Iteration 9Q: 3 clusters Score -2536234 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2536580.500000 Penalty: 4977.533203
	Iteration 10Q: 3 clusters Score -2536580 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2536917.000000 Penalty: 4977.533203
	Iteration 11Q: 3 clusters Score -2536917 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2537240.750000 Penalty: 4977.533203
	Iteration 12Q: 3 clusters Score -2537241 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2537565.750000 Penalty: 4977.533203
	Iteration 13Q: 3 clusters Score -2537566 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2537898.500000 Penalty: 4977.533203
	Iteration 14Q: 3 clusters Score -2537898 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2538204.500000 Penalty: 4977.533203
	Iteration 15Q: 3 clusters Score -2538204 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2538453.250000 Penalty: 4977.533203
	Iteration 16Q: 3 clusters Score -2538453 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2538660.250000 Penalty: 4977.533203
	Iteration 17Q: 3 clusters Score -2538660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2538802.250000 Penalty: 4977.533203
	Iteration 18Q: 3 clusters Score -2538802 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2538922.750000 Penalty: 4977.533203
	Iteration 19Q: 3 clusters Score -2538923 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2539020.250000 Penalty: 4977.533203
	Iteration 20F: 3 clusters Score -2539020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2539083.500000 Penalty: 4977.533203
	Iteration 21Q: 3 clusters Score -2539084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2539125.000000 Penalty: 4977.533203
	Iteration 22Q: 3 clusters Score -2539125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2539163.750000 Penalty: 4977.533203
	Iteration 23Q: 3 clusters Score -2539164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2539187.000000 Penalty: 4977.533203
	Iteration 24Q: 3 clusters Score -2539187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2539203.750000 Penalty: 4977.533203
	Iteration 25Q: 3 clusters Score -2539204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2539222.250000 Penalty: 4977.533203
	Iteration 26Q: 3 clusters Score -2539222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2539241.750000 Penalty: 4977.533203
	Iteration 27Q: 3 clusters Score -2539242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2539247.750000 Penalty: 4977.533203
	Iteration 28Q: 3 clusters Score -2539248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2539259.750000 Penalty: 4977.533203
	Iteration 29Q: 3 clusters Score -2539260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2539271.750000 Penalty: 4977.533203
	Iteration 30Q: 3 clusters Score -2539272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2539271.250000 Penalty: 4977.533203
	Iteration 31Q: 3 clusters Score -2539271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2539277.000000 Penalty: 4977.533203
	Iteration 32Q: 3 clusters Score -2539277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2539283.500000 Penalty: 4977.533203
	Iteration 33Q: 3 clusters Score -2539284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2539285.250000 Penalty: 4977.533203
	Iteration 34Q: 3 clusters Score -2539285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2539293.000000 Penalty: 4977.533203
	Iteration 35Q: 3 clusters Score -2539293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2539292.000000 Penalty: 4977.533203
	Iteration 36Q: 3 clusters Score -2539292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2539290.250000 Penalty: 4977.533203
	Iteration 37Q: 3 clusters Score -2539290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2539290.250000 Penalty: 4977.533203
	Iteration 38F: 3 clusters Score -2539290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (115738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115738 members 
Entering Unmasked Estep 
Score: -13852805.000000 Penalty: 2891.452881
	Iteration 0F: 2 clusters Score -1.38528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -13775412.000000 Penalty: 5782.905762
	Iteration 0F: 3 clusters Score -1.377541e+07 nChanged 54983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -13807516.000000 Penalty: 5782.905762
	Iteration 1F: 3 clusters Score -1.380752e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -13808972.000000 Penalty: 5782.905762
	Iteration 2Q: 3 clusters Score -1.380897e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -13811345.000000 Penalty: 5782.905762
	Iteration 3Q: 3 clusters Score -1.381134e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -13814627.000000 Penalty: 5782.905762
	Iteration 4F: 3 clusters Score -1.381463e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -13818983.000000 Penalty: 5782.905762
	Iteration 5F: 3 clusters Score -1.381898e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -13824033.000000 Penalty: 5782.905762
	Iteration 6F: 3 clusters Score -1.382403e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -13829728.000000 Penalty: 5782.905762
	Iteration 7F: 3 clusters Score -1.382973e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -13835016.000000 Penalty: 5782.905762
	Iteration 8F: 3 clusters Score -1.383502e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -13840028.000000 Penalty: 5782.905762
	Iteration 9F: 3 clusters Score -1.384003e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -13844000.000000 Penalty: 5782.905762
	Iteration 10Q: 3 clusters Score -1.3844e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -13846798.000000 Penalty: 5782.905762
	Iteration 11Q: 3 clusters Score -1.38468e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -13848494.000000 Penalty: 5782.905762
	Iteration 12Q: 3 clusters Score -1.384849e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 111952 members 
Entering Unmasked Estep 
Score: -13849447.000000 Penalty: 5782.905762
	Iteration 13Q: 3 clusters Score -1.384945e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 112633 members 
Entering Unmasked Estep 
Score: -13850044.000000 Penalty: 5782.905762
	Iteration 14Q: 3 clusters Score -1.385004e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -13850351.000000 Penalty: 5782.905762
	Iteration 15Q: 3 clusters Score -1.385035e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 113317 members 
Entering Unmasked Estep 
Score: -13850520.000000 Penalty: 5782.905762
	Iteration 16Q: 3 clusters Score -1.385052e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -13850616.000000 Penalty: 5782.905762
	Iteration 17Q: 3 clusters Score -1.385062e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -13850694.000000 Penalty: 5782.905762
	Iteration 18Q: 3 clusters Score -1.385069e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 113756 members 
Entering Unmasked Estep 
Score: -13850736.000000 Penalty: 5782.905762
	Iteration 19Q: 3 clusters Score -1.385074e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -13850787.000000 Penalty: 5782.905762
	Iteration 20F: 3 clusters Score -1.385079e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -13850789.000000 Penalty: 5782.905762
	Iteration 21Q: 3 clusters Score -1.385079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -13850829.000000 Penalty: 5782.905762
	Iteration 22Q: 3 clusters Score -1.385083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 113947 members 
Entering Unmasked Estep 
Score: -13850852.000000 Penalty: 5782.905762
	Iteration 23Q: 3 clusters Score -1.385085e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -13850862.000000 Penalty: 5782.905762
	Iteration 24Q: 3 clusters Score -1.385086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -13850859.000000 Penalty: 5782.905762
	Iteration 25Q: 3 clusters Score -1.385086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -13850875.000000 Penalty: 5782.905762
	Iteration 26Q: 3 clusters Score -1.385088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -13850877.000000 Penalty: 5782.905762
	Iteration 27Q: 3 clusters Score -1.385088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -13850889.000000 Penalty: 5782.905762
	Iteration 28Q: 3 clusters Score -1.385089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -13850884.000000 Penalty: 5782.905762
	Iteration 29Q: 3 clusters Score -1.385088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 114084 members 
Entering Unmasked Estep 
Score: -13850881.000000 Penalty: 5782.905762
	Iteration 30Q: 3 clusters Score -1.385088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -13850897.000000 Penalty: 5782.905762
	Iteration 31Q: 3 clusters Score -1.38509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -13850925.000000 Penalty: 5782.905762
	Iteration 32Q: 3 clusters Score -1.385092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 114138 members 
Entering Unmasked Estep 
Score: -13850915.000000 Penalty: 5782.905762
	Iteration 33Q: 3 clusters Score -1.385092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -13850936.000000 Penalty: 5782.905762
	Iteration 34Q: 3 clusters Score -1.385094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 114174 members 
Entering Unmasked Estep 
Score: -13850929.000000 Penalty: 5782.905762
	Iteration 35Q: 3 clusters Score -1.385093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -13850922.000000 Penalty: 5782.905762
	Iteration 36Q: 3 clusters Score -1.385092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -13850939.000000 Penalty: 5782.905762
	Iteration 37Q: 3 clusters Score -1.385094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -13850944.000000 Penalty: 5782.905762
	Iteration 38Q: 3 clusters Score -1.385094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -13850949.000000 Penalty: 5782.905762
	Iteration 39Q: 3 clusters Score -1.385095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 114222 members 
Entering Unmasked Estep 
Score: -13850940.000000 Penalty: 5782.905762
	Iteration 40F: 3 clusters Score -1.385094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -13850941.000000 Penalty: 5782.905762
	Iteration 41Q: 3 clusters Score -1.385094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -13850936.000000 Penalty: 5782.905762
	Iteration 42Q: 3 clusters Score -1.385094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 114237 members 
Entering Unmasked Estep 
Score: -13850921.000000 Penalty: 5782.905762
	Iteration 43Q: 3 clusters Score -1.385092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -13850941.000000 Penalty: 5782.905762
	Iteration 44Q: 3 clusters Score -1.385094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 114250 members 
Entering Unmasked Estep 
Score: -13850945.000000 Penalty: 5782.905762
	Iteration 45Q: 3 clusters Score -1.385094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 114257 members 
Entering Unmasked Estep 
Score: -13850941.000000 Penalty: 5782.905762
	Iteration 46Q: 3 clusters Score -1.385094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -13850931.000000 Penalty: 5782.905762
	Iteration 47Q: 3 clusters Score -1.385093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -13850936.000000 Penalty: 5782.905762
	Iteration 48Q: 3 clusters Score -1.385094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -13850937.000000 Penalty: 5782.905762
	Iteration 49Q: 3 clusters Score -1.385094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -13850937.000000 Penalty: 5782.905762
	Iteration 50F: 3 clusters Score -1.385094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -301221.125000 Penalty: 1971.199585
	Iteration 0F: 2 clusters Score -301221.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -298063.625000 Penalty: 3942.399170
	Iteration 0F: 3 clusters Score -298063.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -298733.937500 Penalty: 3942.399170
	Iteration 1F: 3 clusters Score -298733.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -298900.250000 Penalty: 3942.399170
	Iteration 2F: 3 clusters Score -298900.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -299009.750000 Penalty: 3942.399170
	Iteration 3F: 3 clusters Score -299009.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -299118.562500 Penalty: 3942.399170
	Iteration 4Q: 3 clusters Score -299118.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -299225.937500 Penalty: 3942.399170
	Iteration 5Q: 3 clusters Score -299225.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299337.812500 Penalty: 3942.399170
	Iteration 6Q: 3 clusters Score -299337.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -299466.906250 Penalty: 3942.399170
	Iteration 7Q: 3 clusters Score -299466.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -299589.718750 Penalty: 3942.399170
	Iteration 8Q: 3 clusters Score -299589.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -299688.750000 Penalty: 3942.399170
	Iteration 9Q: 3 clusters Score -299688.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -299783.343750 Penalty: 3942.399170
	Iteration 10Q: 3 clusters Score -299783.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -299862.593750 Penalty: 3942.399170
	Iteration 11Q: 3 clusters Score -299862.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -299908.125000 Penalty: 3942.399170
	Iteration 12Q: 3 clusters Score -299908.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -299933.812500 Penalty: 3942.399170
	Iteration 13Q: 3 clusters Score -299933.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -299958.687500 Penalty: 3942.399170
	Iteration 14Q: 3 clusters Score -299958.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -299977.062500 Penalty: 3942.399170
	Iteration 15Q: 3 clusters Score -299977.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -299994.281250 Penalty: 3942.399170
	Iteration 16Q: 3 clusters Score -299994.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -300005.156250 Penalty: 3942.399170
	Iteration 17Q: 3 clusters Score -300005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -300013.968750 Penalty: 3942.399170
	Iteration 18Q: 3 clusters Score -300014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -300022.281250 Penalty: 3942.399170
	Iteration 19Q: 3 clusters Score -300022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -300026.406250 Penalty: 3942.399170
	Iteration 20F: 3 clusters Score -300026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -300029.156250 Penalty: 3942.399170
	Iteration 21Q: 3 clusters Score -300029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -300029.718750 Penalty: 3942.399170
	Iteration 22Q: 3 clusters Score -300029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -300030.375000 Penalty: 3942.399170
	Iteration 23Q: 3 clusters Score -300030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -300030.343750 Penalty: 3942.399170
	Iteration 24Q: 3 clusters Score -300030.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -300030.343750 Penalty: 3942.399170
	Iteration 25F: 3 clusters Score -300030.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Entering Unmasked Estep 
Score: -8411938.000000 Penalty: 2764.057129
	Iteration 0F: 2 clusters Score -8411938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -8365511.000000 Penalty: 5528.114258
	Iteration 0F: 3 clusters Score -8365511 nChanged 32376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -8383621.000000 Penalty: 5528.114258
	Iteration 1F: 3 clusters Score -8383621 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -8384249.500000 Penalty: 5528.114258
	Iteration 2Q: 3 clusters Score -8384250 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -8385019.500000 Penalty: 5528.114258
	Iteration 3Q: 3 clusters Score -8385020 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8385870.000000 Penalty: 5528.114258
	Iteration 4Q: 3 clusters Score -8385870 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -8387008.000000 Penalty: 5528.114258
	Iteration 5Q: 3 clusters Score -8387008 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -8388608.000000 Penalty: 5528.114258
	Iteration 6Q: 3 clusters Score -8388608 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -8390765.000000 Penalty: 5528.114258
	Iteration 7F: 3 clusters Score -8390765 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -8393684.000000 Penalty: 5528.114258
	Iteration 8F: 3 clusters Score -8393684 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -8397272.000000 Penalty: 5528.114258
	Iteration 9F: 3 clusters Score -8397272 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -8400519.000000 Penalty: 5528.114258
	Iteration 10F: 3 clusters Score -8400519 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8402449.000000 Penalty: 5528.114258
	Iteration 11Q: 3 clusters Score -8402449 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8403419.000000 Penalty: 5528.114258
	Iteration 12Q: 3 clusters Score -8403419 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -8403893.000000 Penalty: 5528.114258
	Iteration 13Q: 3 clusters Score -8403893 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8404270.000000 Penalty: 5528.114258
	Iteration 14Q: 3 clusters Score -8404270 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -8404535.000000 Penalty: 5528.114258
	Iteration 15Q: 3 clusters Score -8404535 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -8404803.000000 Penalty: 5528.114258
	Iteration 16Q: 3 clusters Score -8404803 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -8405002.000000 Penalty: 5528.114258
	Iteration 17Q: 3 clusters Score -8405002 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -8405161.000000 Penalty: 5528.114258
	Iteration 18Q: 3 clusters Score -8405161 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -8405266.000000 Penalty: 5528.114258
	Iteration 19Q: 3 clusters Score -8405266 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -8405396.000000 Penalty: 5528.114258
	Iteration 20F: 3 clusters Score -8405396 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -8405532.000000 Penalty: 5528.114258
	Iteration 21Q: 3 clusters Score -8405532 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -8405677.000000 Penalty: 5528.114258
	Iteration 22Q: 3 clusters Score -8405677 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -8405792.000000 Penalty: 5528.114258
	Iteration 23Q: 3 clusters Score -8405792 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -8405973.000000 Penalty: 5528.114258
	Iteration 24Q: 3 clusters Score -8405973 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -8406123.000000 Penalty: 5528.114258
	Iteration 25Q: 3 clusters Score -8406123 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -8406327.000000 Penalty: 5528.114258
	Iteration 26Q: 3 clusters Score -8406327 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -8406495.000000 Penalty: 5528.114258
	Iteration 27Q: 3 clusters Score -8406495 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -8406610.000000 Penalty: 5528.114258
	Iteration 28Q: 3 clusters Score -8406610 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -8406794.000000 Penalty: 5528.114258
	Iteration 29Q: 3 clusters Score -8406794 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -8406946.000000 Penalty: 5528.114258
	Iteration 30Q: 3 clusters Score -8406946 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -8407148.000000 Penalty: 5528.114258
	Iteration 31Q: 3 clusters Score -8407148 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -8407323.000000 Penalty: 5528.114258
	Iteration 32Q: 3 clusters Score -8407323 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -8407515.000000 Penalty: 5528.114258
	Iteration 33Q: 3 clusters Score -8407515 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -8407743.000000 Penalty: 5528.114258
	Iteration 34Q: 3 clusters Score -8407743 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8407912.000000 Penalty: 5528.114258
	Iteration 35Q: 3 clusters Score -8407912 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -8408125.000000 Penalty: 5528.114258
	Iteration 36Q: 3 clusters Score -8408125 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8408230.000000 Penalty: 5528.114258
	Iteration 37Q: 3 clusters Score -8408230 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -8408393.000000 Penalty: 5528.114258
	Iteration 38Q: 3 clusters Score -8408393 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -8408552.000000 Penalty: 5528.114258
	Iteration 39Q: 3 clusters Score -8408552 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -8408716.000000 Penalty: 5528.114258
	Iteration 40F: 3 clusters Score -8408716 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -8408830.000000 Penalty: 5528.114258
	Iteration 41Q: 3 clusters Score -8408830 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8408930.000000 Penalty: 5528.114258
	Iteration 42Q: 3 clusters Score -8408930 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8409026.000000 Penalty: 5528.114258
	Iteration 43Q: 3 clusters Score -8409026 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8409103.000000 Penalty: 5528.114258
	Iteration 44Q: 3 clusters Score -8409103 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8409145.000000 Penalty: 5528.114258
	Iteration 45Q: 3 clusters Score -8409145 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -8409230.000000 Penalty: 5528.114258
	Iteration 46Q: 3 clusters Score -8409230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8409281.000000 Penalty: 5528.114258
	Iteration 47Q: 3 clusters Score -8409281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8409335.000000 Penalty: 5528.114258
	Iteration 48Q: 3 clusters Score -8409335 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8409377.000000 Penalty: 5528.114258
	Iteration 49Q: 3 clusters Score -8409377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8409419.000000 Penalty: 5528.114258
	Iteration 50Q: 3 clusters Score -8409419 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8409442.000000 Penalty: 5528.114258
	Iteration 51Q: 3 clusters Score -8409442 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8409493.000000 Penalty: 5528.114258
	Iteration 52Q: 3 clusters Score -8409493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8409528.000000 Penalty: 5528.114258
	Iteration 53Q: 3 clusters Score -8409528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8409555.000000 Penalty: 5528.114258
	Iteration 54Q: 3 clusters Score -8409555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8409583.000000 Penalty: 5528.114258
	Iteration 55Q: 3 clusters Score -8409583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8409610.000000 Penalty: 5528.114258
	Iteration 56Q: 3 clusters Score -8409610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8409628.000000 Penalty: 5528.114258
	Iteration 57Q: 3 clusters Score -8409628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8409660.000000 Penalty: 5528.114258
	Iteration 58Q: 3 clusters Score -8409660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8409680.000000 Penalty: 5528.114258
	Iteration 59Q: 3 clusters Score -8409680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8409677.000000 Penalty: 5528.114258
	Iteration 60F: 3 clusters Score -8409677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8409712.000000 Penalty: 5528.114258
	Iteration 61Q: 3 clusters Score -8409712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8409724.000000 Penalty: 5528.114258
	Iteration 62Q: 3 clusters Score -8409724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8409729.000000 Penalty: 5528.114258
	Iteration 63Q: 3 clusters Score -8409729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8409753.000000 Penalty: 5528.114258
	Iteration 64Q: 3 clusters Score -8409753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8409781.000000 Penalty: 5528.114258
	Iteration 65Q: 3 clusters Score -8409781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8409779.000000 Penalty: 5528.114258
	Iteration 66Q: 3 clusters Score -8409779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8409775.000000 Penalty: 5528.114258
	Iteration 67Q: 3 clusters Score -8409775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8409783.000000 Penalty: 5528.114258
	Iteration 68Q: 3 clusters Score -8409783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8409784.000000 Penalty: 5528.114258
	Iteration 69Q: 3 clusters Score -8409784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8409791.000000 Penalty: 5528.114258
	Iteration 70Q: 3 clusters Score -8409791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8409800.000000 Penalty: 5528.114258
	Iteration 71Q: 3 clusters Score -8409800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8409802.000000 Penalty: 5528.114258
	Iteration 72Q: 3 clusters Score -8409802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8409803.000000 Penalty: 5528.114258
	Iteration 73Q: 3 clusters Score -8409803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8409802.000000 Penalty: 5528.114258
	Iteration 74Q: 3 clusters Score -8409802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8409808.000000 Penalty: 5528.114258
	Iteration 75Q: 3 clusters Score -8409808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8409792.000000 Penalty: 5528.114258
	Iteration 76Q: 3 clusters Score -8409792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8409798.000000 Penalty: 5528.114258
	Iteration 77Q: 3 clusters Score -8409798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8409807.000000 Penalty: 5528.114258
	Iteration 78Q: 3 clusters Score -8409807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8409808.000000 Penalty: 5528.114258
	Iteration 79Q: 3 clusters Score -8409808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8409808.000000 Penalty: 5528.114258
	Iteration 80F: 3 clusters Score -8409808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8409814.000000 Penalty: 5528.114258
	Iteration 81Q: 3 clusters Score -8409814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8409811.000000 Penalty: 5528.114258
	Iteration 82Q: 3 clusters Score -8409811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8409817.000000 Penalty: 5528.114258
	Iteration 83Q: 3 clusters Score -8409817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8409817.000000 Penalty: 5528.114258
	Iteration 84Q: 3 clusters Score -8409817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8409819.000000 Penalty: 5528.114258
	Iteration 85Q: 3 clusters Score -8409819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8409819.000000 Penalty: 5528.114258
	Iteration 86F: 3 clusters Score -8409819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Entering Unmasked Estep 
Score: -1980065.125000 Penalty: 2421.285645
	Iteration 0F: 2 clusters Score -1980065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1967710.750000 Penalty: 4842.571289
	Iteration 0F: 3 clusters Score -1967711 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1972118.000000 Penalty: 4842.571289
	Iteration 1F: 3 clusters Score -1972118 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1972677.875000 Penalty: 4842.571289
	Iteration 2F: 3 clusters Score -1972678 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1973213.500000 Penalty: 4842.571289
	Iteration 3F: 3 clusters Score -1973214 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1973712.125000 Penalty: 4842.571289
	Iteration 4F: 3 clusters Score -1973712 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1974186.125000 Penalty: 4842.571289
	Iteration 5F: 3 clusters Score -1974186 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1974625.750000 Penalty: 4842.571289
	Iteration 6Q: 3 clusters Score -1974626 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1974990.125000 Penalty: 4842.571289
	Iteration 7Q: 3 clusters Score -1974990 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1975317.375000 Penalty: 4842.571289
	Iteration 8Q: 3 clusters Score -1975317 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1975648.875000 Penalty: 4842.571289
	Iteration 9Q: 3 clusters Score -1975649 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1975935.000000 Penalty: 4842.571289
	Iteration 10Q: 3 clusters Score -1975935 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1976162.375000 Penalty: 4842.571289
	Iteration 11Q: 3 clusters Score -1976162 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1976326.250000 Penalty: 4842.571289
	Iteration 12Q: 3 clusters Score -1976326 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1976446.500000 Penalty: 4842.571289
	Iteration 13Q: 3 clusters Score -1976446 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1976545.375000 Penalty: 4842.571289
	Iteration 14Q: 3 clusters Score -1976545 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1976627.625000 Penalty: 4842.571289
	Iteration 15Q: 3 clusters Score -1976628 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1976713.125000 Penalty: 4842.571289
	Iteration 16Q: 3 clusters Score -1976713 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1976793.000000 Penalty: 4842.571289
	Iteration 17Q: 3 clusters Score -1976793 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1976872.125000 Penalty: 4842.571289
	Iteration 18Q: 3 clusters Score -1976872 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1976932.625000 Penalty: 4842.571289
	Iteration 19Q: 3 clusters Score -1976933 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1976990.375000 Penalty: 4842.571289
	Iteration 20F: 3 clusters Score -1976990 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1977048.000000 Penalty: 4842.571289
	Iteration 21Q: 3 clusters Score -1977048 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1977097.250000 Penalty: 4842.571289
	Iteration 22Q: 3 clusters Score -1977097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1977140.250000 Penalty: 4842.571289
	Iteration 23Q: 3 clusters Score -1977140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1977189.000000 Penalty: 4842.571289
	Iteration 24Q: 3 clusters Score -1977189 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1977233.250000 Penalty: 4842.571289
	Iteration 25Q: 3 clusters Score -1977233 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1977281.500000 Penalty: 4842.571289
	Iteration 26Q: 3 clusters Score -1977282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1977327.250000 Penalty: 4842.571289
	Iteration 27Q: 3 clusters Score -1977327 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1977380.875000 Penalty: 4842.571289
	Iteration 28Q: 3 clusters Score -1977381 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1977439.375000 Penalty: 4842.571289
	Iteration 29Q: 3 clusters Score -1977439 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1977506.125000 Penalty: 4842.571289
	Iteration 30Q: 3 clusters Score -1977506 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1977552.000000 Penalty: 4842.571289
	Iteration 31Q: 3 clusters Score -1977552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1977592.125000 Penalty: 4842.571289
	Iteration 32Q: 3 clusters Score -1977592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1977626.125000 Penalty: 4842.571289
	Iteration 33Q: 3 clusters Score -1977626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1977657.000000 Penalty: 4842.571289
	Iteration 34Q: 3 clusters Score -1977657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1977686.875000 Penalty: 4842.571289
	Iteration 35Q: 3 clusters Score -1977687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1977706.625000 Penalty: 4842.571289
	Iteration 36Q: 3 clusters Score -1977707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1977730.250000 Penalty: 4842.571289
	Iteration 37Q: 3 clusters Score -1977730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1977743.625000 Penalty: 4842.571289
	Iteration 38Q: 3 clusters Score -1977744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1977765.500000 Penalty: 4842.571289
	Iteration 39Q: 3 clusters Score -1977766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1977779.500000 Penalty: 4842.571289
	Iteration 40F: 3 clusters Score -1977780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1977794.375000 Penalty: 4842.571289
	Iteration 41Q: 3 clusters Score -1977794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1977812.625000 Penalty: 4842.571289
	Iteration 42Q: 3 clusters Score -1977813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1977819.875000 Penalty: 4842.571289
	Iteration 43Q: 3 clusters Score -1977820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1977826.500000 Penalty: 4842.571289
	Iteration 44Q: 3 clusters Score -1977826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1977833.500000 Penalty: 4842.571289
	Iteration 45Q: 3 clusters Score -1977834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1977839.750000 Penalty: 4842.571289
	Iteration 46Q: 3 clusters Score -1977840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1977843.375000 Penalty: 4842.571289
	Iteration 47Q: 3 clusters Score -1977843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1977849.375000 Penalty: 4842.571289
	Iteration 48Q: 3 clusters Score -1977849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1977848.625000 Penalty: 4842.571289
	Iteration 49Q: 3 clusters Score -1977849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1977858.375000 Penalty: 4842.571289
	Iteration 50Q: 3 clusters Score -1977858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1977864.875000 Penalty: 4842.571289
	Iteration 51Q: 3 clusters Score -1977865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1977868.125000 Penalty: 4842.571289
	Iteration 52Q: 3 clusters Score -1977868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1977873.250000 Penalty: 4842.571289
	Iteration 53Q: 3 clusters Score -1977873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1977881.250000 Penalty: 4842.571289
	Iteration 54Q: 3 clusters Score -1977881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1977882.125000 Penalty: 4842.571289
	Iteration 55Q: 3 clusters Score -1977882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1977889.625000 Penalty: 4842.571289
	Iteration 56Q: 3 clusters Score -1977890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1977891.000000 Penalty: 4842.571289
	Iteration 57Q: 3 clusters Score -1977891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1977890.125000 Penalty: 4842.571289
	Iteration 58Q: 3 clusters Score -1977890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1977891.500000 Penalty: 4842.571289
	Iteration 59Q: 3 clusters Score -1977892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1977894.625000 Penalty: 4842.571289
	Iteration 60F: 3 clusters Score -1977895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1977900.000000 Penalty: 4842.571289
	Iteration 61Q: 3 clusters Score -1977900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1977904.625000 Penalty: 4842.571289
	Iteration 62Q: 3 clusters Score -1977905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1977906.375000 Penalty: 4842.571289
	Iteration 63Q: 3 clusters Score -1977906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1977906.750000 Penalty: 4842.571289
	Iteration 64Q: 3 clusters Score -1977907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1977907.875000 Penalty: 4842.571289
	Iteration 65Q: 3 clusters Score -1977908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1977911.875000 Penalty: 4842.571289
	Iteration 66Q: 3 clusters Score -1977912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1977909.375000 Penalty: 4842.571289
	Iteration 67Q: 3 clusters Score -1977909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1977912.000000 Penalty: 4842.571289
	Iteration 68Q: 3 clusters Score -1977912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1977913.250000 Penalty: 4842.571289
	Iteration 69Q: 3 clusters Score -1977913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1977914.750000 Penalty: 4842.571289
	Iteration 70Q: 3 clusters Score -1977915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1977917.000000 Penalty: 4842.571289
	Iteration 71Q: 3 clusters Score -1977917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1977915.250000 Penalty: 4842.571289
	Iteration 72Q: 3 clusters Score -1977915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1977917.000000 Penalty: 4842.571289
	Iteration 73Q: 3 clusters Score -1977917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1977915.250000 Penalty: 4842.571289
	Iteration 74Q: 3 clusters Score -1977915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1977920.000000 Penalty: 4842.571289
	Iteration 75Q: 3 clusters Score -1977920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1977919.250000 Penalty: 4842.571289
	Iteration 76Q: 3 clusters Score -1977919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1977920.375000 Penalty: 4842.571289
	Iteration 77Q: 3 clusters Score -1977920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1977923.875000 Penalty: 4842.571289
	Iteration 78Q: 3 clusters Score -1977924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1977927.375000 Penalty: 4842.571289
	Iteration 79Q: 3 clusters Score -1977927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1977927.750000 Penalty: 4842.571289
	Iteration 80F: 3 clusters Score -1977928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1977930.500000 Penalty: 4842.571289
	Iteration 81Q: 3 clusters Score -1977930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1977937.250000 Penalty: 4842.571289
	Iteration 82Q: 3 clusters Score -1977937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1977942.250000 Penalty: 4842.571289
	Iteration 83Q: 3 clusters Score -1977942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1977945.625000 Penalty: 4842.571289
	Iteration 84Q: 3 clusters Score -1977946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1977947.375000 Penalty: 4842.571289
	Iteration 85Q: 3 clusters Score -1977947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1977951.750000 Penalty: 4842.571289
	Iteration 86Q: 3 clusters Score -1977952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1977955.125000 Penalty: 4842.571289
	Iteration 87Q: 3 clusters Score -1977955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1977959.750000 Penalty: 4842.571289
	Iteration 88Q: 3 clusters Score -1977960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1977958.875000 Penalty: 4842.571289
	Iteration 89Q: 3 clusters Score -1977959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1977964.000000 Penalty: 4842.571289
	Iteration 90Q: 3 clusters Score -1977964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1977963.750000 Penalty: 4842.571289
	Iteration 91Q: 3 clusters Score -1977964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1977962.875000 Penalty: 4842.571289
	Iteration 92Q: 3 clusters Score -1977963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1977967.875000 Penalty: 4842.571289
	Iteration 93Q: 3 clusters Score -1977968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1977971.125000 Penalty: 4842.571289
	Iteration 94Q: 3 clusters Score -1977971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1977975.625000 Penalty: 4842.571289
	Iteration 95Q: 3 clusters Score -1977976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1977977.250000 Penalty: 4842.571289
	Iteration 96Q: 3 clusters Score -1977977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1977979.625000 Penalty: 4842.571289
	Iteration 97Q: 3 clusters Score -1977980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1977983.250000 Penalty: 4842.571289
	Iteration 98Q: 3 clusters Score -1977983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1977982.125000 Penalty: 4842.571289
	Iteration 99Q: 3 clusters Score -1977982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1977984.750000 Penalty: 4842.571289
	Iteration 100F: 3 clusters Score -1977985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1977987.125000 Penalty: 4842.571289
	Iteration 101Q: 3 clusters Score -1977987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1977988.000000 Penalty: 4842.571289
	Iteration 102Q: 3 clusters Score -1977988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1977990.750000 Penalty: 4842.571289
	Iteration 103Q: 3 clusters Score -1977991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1977990.875000 Penalty: 4842.571289
	Iteration 104Q: 3 clusters Score -1977991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1977992.250000 Penalty: 4842.571289
	Iteration 105Q: 3 clusters Score -1977992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1977995.000000 Penalty: 4842.571289
	Iteration 106Q: 3 clusters Score -1977995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1977996.625000 Penalty: 4842.571289
	Iteration 107Q: 3 clusters Score -1977997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1977994.375000 Penalty: 4842.571289
	Iteration 108Q: 3 clusters Score -1977994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1977997.500000 Penalty: 4842.571289
	Iteration 109Q: 3 clusters Score -1977998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1978002.125000 Penalty: 4842.571289
	Iteration 110Q: 3 clusters Score -1978002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1978001.125000 Penalty: 4842.571289
	Iteration 111Q: 3 clusters Score -1978001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1977999.250000 Penalty: 4842.571289
	Iteration 112Q: 3 clusters Score -1977999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1978007.500000 Penalty: 4842.571289
	Iteration 113Q: 3 clusters Score -1978008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1978006.750000 Penalty: 4842.571289
	Iteration 114Q: 3 clusters Score -1978007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1978007.500000 Penalty: 4842.571289
	Iteration 115Q: 3 clusters Score -1978008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1978010.875000 Penalty: 4842.571289
	Iteration 116Q: 3 clusters Score -1978011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1978012.125000 Penalty: 4842.571289
	Iteration 117Q: 3 clusters Score -1978012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1978011.250000 Penalty: 4842.571289
	Iteration 118Q: 3 clusters Score -1978011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1978013.000000 Penalty: 4842.571289
	Iteration 119Q: 3 clusters Score -1978013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1978013.250000 Penalty: 4842.571289
	Iteration 120F: 3 clusters Score -1978013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1978011.875000 Penalty: 4842.571289
	Iteration 121Q: 3 clusters Score -1978012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1978015.125000 Penalty: 4842.571289
	Iteration 122Q: 3 clusters Score -1978015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1978016.500000 Penalty: 4842.571289
	Iteration 123Q: 3 clusters Score -1978016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1978018.500000 Penalty: 4842.571289
	Iteration 124Q: 3 clusters Score -1978018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1978018.875000 Penalty: 4842.571289
	Iteration 125Q: 3 clusters Score -1978019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1978019.000000 Penalty: 4842.571289
	Iteration 126Q: 3 clusters Score -1978019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1978021.750000 Penalty: 4842.571289
	Iteration 127Q: 3 clusters Score -1978022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1978023.375000 Penalty: 4842.571289
	Iteration 128Q: 3 clusters Score -1978023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1978022.750000 Penalty: 4842.571289
	Iteration 129Q: 3 clusters Score -1978023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1978025.000000 Penalty: 4842.571289
	Iteration 130Q: 3 clusters Score -1978025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1978026.500000 Penalty: 4842.571289
	Iteration 131Q: 3 clusters Score -1978026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1978026.250000 Penalty: 4842.571289
	Iteration 132Q: 3 clusters Score -1978026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1978027.750000 Penalty: 4842.571289
	Iteration 133Q: 3 clusters Score -1978028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1978026.375000 Penalty: 4842.571289
	Iteration 134Q: 3 clusters Score -1978026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1978032.375000 Penalty: 4842.571289
	Iteration 135Q: 3 clusters Score -1978032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1978034.500000 Penalty: 4842.571289
	Iteration 136Q: 3 clusters Score -1978034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1978037.000000 Penalty: 4842.571289
	Iteration 137Q: 3 clusters Score -1978037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1978041.000000 Penalty: 4842.571289
	Iteration 138Q: 3 clusters Score -1978041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1978044.625000 Penalty: 4842.571289
	Iteration 139Q: 3 clusters Score -1978045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1978051.875000 Penalty: 4842.571289
	Iteration 140F: 3 clusters Score -1978052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1978057.625000 Penalty: 4842.571289
	Iteration 141Q: 3 clusters Score -1978058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1978058.875000 Penalty: 4842.571289
	Iteration 142Q: 3 clusters Score -1978059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1978065.750000 Penalty: 4842.571289
	Iteration 143Q: 3 clusters Score -1978066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1978071.500000 Penalty: 4842.571289
	Iteration 144Q: 3 clusters Score -1978072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1978086.125000 Penalty: 4842.571289
	Iteration 145Q: 3 clusters Score -1978086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1978097.375000 Penalty: 4842.571289
	Iteration 146Q: 3 clusters Score -1978097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1978106.250000 Penalty: 4842.571289
	Iteration 147Q: 3 clusters Score -1978106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1978118.625000 Penalty: 4842.571289
	Iteration 148Q: 3 clusters Score -1978119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1978131.375000 Penalty: 4842.571289
	Iteration 149Q: 3 clusters Score -1978131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1978138.125000 Penalty: 4842.571289
	Iteration 150Q: 3 clusters Score -1978138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1978150.250000 Penalty: 4842.571289
	Iteration 151Q: 3 clusters Score -1978150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1978158.875000 Penalty: 4842.571289
	Iteration 152Q: 3 clusters Score -1978159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1978166.500000 Penalty: 4842.571289
	Iteration 153Q: 3 clusters Score -1978166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1978173.625000 Penalty: 4842.571289
	Iteration 154Q: 3 clusters Score -1978174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1978174.875000 Penalty: 4842.571289
	Iteration 155Q: 3 clusters Score -1978175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1978183.750000 Penalty: 4842.571289
	Iteration 156Q: 3 clusters Score -1978184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1978192.750000 Penalty: 4842.571289
	Iteration 157Q: 3 clusters Score -1978193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1978193.125000 Penalty: 4842.571289
	Iteration 158Q: 3 clusters Score -1978193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1978196.750000 Penalty: 4842.571289
	Iteration 159Q: 3 clusters Score -1978197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1978198.625000 Penalty: 4842.571289
	Iteration 160F: 3 clusters Score -1978199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1978197.375000 Penalty: 4842.571289
	Iteration 161Q: 3 clusters Score -1978197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1978202.125000 Penalty: 4842.571289
	Iteration 162Q: 3 clusters Score -1978202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1978206.125000 Penalty: 4842.571289
	Iteration 163Q: 3 clusters Score -1978206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1978211.375000 Penalty: 4842.571289
	Iteration 164Q: 3 clusters Score -1978211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1978213.250000 Penalty: 4842.571289
	Iteration 165Q: 3 clusters Score -1978213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1978218.500000 Penalty: 4842.571289
	Iteration 166Q: 3 clusters Score -1978218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1978218.375000 Penalty: 4842.571289
	Iteration 167Q: 3 clusters Score -1978218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1978222.250000 Penalty: 4842.571289
	Iteration 168Q: 3 clusters Score -1978222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1978220.250000 Penalty: 4842.571289
	Iteration 169Q: 3 clusters Score -1978220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1978221.250000 Penalty: 4842.571289
	Iteration 170Q: 3 clusters Score -1978221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1978219.500000 Penalty: 4842.571289
	Iteration 171Q: 3 clusters Score -1978220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1978219.500000 Penalty: 4842.571289
	Iteration 172F: 3 clusters Score -1978220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -134086.734375 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -134086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131982.625000 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -131982.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132402.718750 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -132402.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132592.921875 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -132592.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132771.906250 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -132771.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132953.421875 Penalty: 3533.341797
	Iteration 4F: 3 clusters Score -132953.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133068.390625 Penalty: 3533.341797
	Iteration 5Q: 3 clusters Score -133068.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133139.437500 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -133139.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133186.203125 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -133186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -133250.500000 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -133250.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133391.218750 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -133391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133472.390625 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -133472.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133518.468750 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -133518.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133543.390625 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -133543.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133559.375000 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -133559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133570.937500 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -133570.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133579.953125 Penalty: 3533.341797
	Iteration 15Q: 3 clusters Score -133580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133590.187500 Penalty: 3533.341797
	Iteration 16Q: 3 clusters Score -133590.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133616.875000 Penalty: 3533.341797
	Iteration 17Q: 3 clusters Score -133616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133638.906250 Penalty: 3533.341797
	Iteration 18Q: 3 clusters Score -133638.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -133674.546875 Penalty: 3533.341797
	Iteration 19Q: 3 clusters Score -133674.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133729.718750 Penalty: 3533.341797
	Iteration 20F: 3 clusters Score -133729.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133784.250000 Penalty: 3533.341797
	Iteration 21Q: 3 clusters Score -133784.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133841.234375 Penalty: 3533.341797
	Iteration 22Q: 3 clusters Score -133841.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133869.890625 Penalty: 3533.341797
	Iteration 23Q: 3 clusters Score -133869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133876.437500 Penalty: 3533.341797
	Iteration 24Q: 3 clusters Score -133876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133882.390625 Penalty: 3533.341797
	Iteration 25Q: 3 clusters Score -133882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133888.531250 Penalty: 3533.341797
	Iteration 26Q: 3 clusters Score -133888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133910.312500 Penalty: 3533.341797
	Iteration 27Q: 3 clusters Score -133910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133932.828125 Penalty: 3533.341797
	Iteration 28Q: 3 clusters Score -133932.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133948.781250 Penalty: 3533.341797
	Iteration 29Q: 3 clusters Score -133948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133955.046875 Penalty: 3533.341797
	Iteration 30Q: 3 clusters Score -133955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133955.046875 Penalty: 3533.341797
	Iteration 31F: 3 clusters Score -133955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Entering Unmasked Estep 
Score: -7233869.000000 Penalty: 2733.970215
	Iteration 0F: 2 clusters Score -7233869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -7192645.000000 Penalty: 5467.940430
	Iteration 0F: 3 clusters Score -7192645 nChanged 28555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -7208604.000000 Penalty: 5467.940430
	Iteration 1F: 3 clusters Score -7208604 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -7209294.500000 Penalty: 5467.940430
	Iteration 2Q: 3 clusters Score -7209294 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -7210105.000000 Penalty: 5467.940430
	Iteration 3Q: 3 clusters Score -7210105 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -7211177.000000 Penalty: 5467.940430
	Iteration 4Q: 3 clusters Score -7211177 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -7212875.000000 Penalty: 5467.940430
	Iteration 5F: 3 clusters Score -7212875 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -7215506.000000 Penalty: 5467.940430
	Iteration 6F: 3 clusters Score -7215506 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -7218724.500000 Penalty: 5467.940430
	Iteration 7F: 3 clusters Score -7218724 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -7222293.500000 Penalty: 5467.940430
	Iteration 8F: 3 clusters Score -7222294 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -7225513.500000 Penalty: 5467.940430
	Iteration 9F: 3 clusters Score -7225514 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -7228025.000000 Penalty: 5467.940430
	Iteration 10Q: 3 clusters Score -7228025 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -7229905.000000 Penalty: 5467.940430
	Iteration 11Q: 3 clusters Score -7229905 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -7231114.500000 Penalty: 5467.940430
	Iteration 12Q: 3 clusters Score -7231114 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7231722.500000 Penalty: 5467.940430
	Iteration 13Q: 3 clusters Score -7231722 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -7231969.500000 Penalty: 5467.940430
	Iteration 14Q: 3 clusters Score -7231970 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -7232141.500000 Penalty: 5467.940430
	Iteration 15Q: 3 clusters Score -7232142 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7232222.500000 Penalty: 5467.940430
	Iteration 16Q: 3 clusters Score -7232222 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -7232240.500000 Penalty: 5467.940430
	Iteration 17Q: 3 clusters Score -7232240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -7232252.000000 Penalty: 5467.940430
	Iteration 18Q: 3 clusters Score -7232252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7232273.500000 Penalty: 5467.940430
	Iteration 19Q: 3 clusters Score -7232274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -7232279.000000 Penalty: 5467.940430
	Iteration 20F: 3 clusters Score -7232279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7232298.000000 Penalty: 5467.940430
	Iteration 21Q: 3 clusters Score -7232298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7232309.500000 Penalty: 5467.940430
	Iteration 22Q: 3 clusters Score -7232310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7232324.500000 Penalty: 5467.940430
	Iteration 23Q: 3 clusters Score -7232324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -7232321.500000 Penalty: 5467.940430
	Iteration 24Q: 3 clusters Score -7232322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -7232322.000000 Penalty: 5467.940430
	Iteration 25Q: 3 clusters Score -7232322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7232323.500000 Penalty: 5467.940430
	Iteration 26Q: 3 clusters Score -7232324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7232336.000000 Penalty: 5467.940430
	Iteration 27Q: 3 clusters Score -7232336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7232346.500000 Penalty: 5467.940430
	Iteration 28Q: 3 clusters Score -7232346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7232359.500000 Penalty: 5467.940430
	Iteration 29Q: 3 clusters Score -7232360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7232358.000000 Penalty: 5467.940430
	Iteration 30Q: 3 clusters Score -7232358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7232347.500000 Penalty: 5467.940430
	Iteration 31Q: 3 clusters Score -7232348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -7232354.500000 Penalty: 5467.940430
	Iteration 32Q: 3 clusters Score -7232354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7232357.500000 Penalty: 5467.940430
	Iteration 33Q: 3 clusters Score -7232358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7232352.500000 Penalty: 5467.940430
	Iteration 34Q: 3 clusters Score -7232352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7232357.000000 Penalty: 5467.940430
	Iteration 35Q: 3 clusters Score -7232357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7232350.500000 Penalty: 5467.940430
	Iteration 36Q: 3 clusters Score -7232350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7232347.000000 Penalty: 5467.940430
	Iteration 37Q: 3 clusters Score -7232347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7232347.500000 Penalty: 5467.940430
	Iteration 38Q: 3 clusters Score -7232348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -7232358.500000 Penalty: 5467.940430
	Iteration 39Q: 3 clusters Score -7232358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7232356.000000 Penalty: 5467.940430
	Iteration 40F: 3 clusters Score -7232356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7232351.000000 Penalty: 5467.940430
	Iteration 41Q: 3 clusters Score -7232351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7232351.000000 Penalty: 5467.940430
	Iteration 42F: 3 clusters Score -7232351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (160229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Entering Unmasked Estep 
Score: -19108398.000000 Penalty: 2972.121094
	Iteration 0F: 2 clusters Score -1.91084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -19002560.000000 Penalty: 5944.242188
	Iteration 0F: 3 clusters Score -1.900256e+07 nChanged 76585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -19046946.000000 Penalty: 5944.242188
	Iteration 1F: 3 clusters Score -1.904695e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -19048368.000000 Penalty: 5944.242188
	Iteration 2Q: 3 clusters Score -1.904837e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -19050336.000000 Penalty: 5944.242188
	Iteration 3Q: 3 clusters Score -1.905034e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -19053590.000000 Penalty: 5944.242188
	Iteration 4Q: 3 clusters Score -1.905359e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -19059696.000000 Penalty: 5944.242188
	Iteration 5F: 3 clusters Score -1.90597e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -19069494.000000 Penalty: 5944.242188
	Iteration 6F: 3 clusters Score -1.906949e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133358 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -19082154.000000 Penalty: 5944.242188
	Iteration 7F: 3 clusters Score -1.908215e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145792 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -19094384.000000 Penalty: 5944.242188
	Iteration 8F: 3 clusters Score -1.909438e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -19101238.000000 Penalty: 5944.242188
	Iteration 9Q: 3 clusters Score -1.910124e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157232 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -19104218.000000 Penalty: 5944.242188
	Iteration 10Q: 3 clusters Score -1.910422e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -19105276.000000 Penalty: 5944.242188
	Iteration 11Q: 3 clusters Score -1.910528e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159076 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19105640.000000 Penalty: 5944.242188
	Iteration 12Q: 3 clusters Score -1.910564e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19105872.000000 Penalty: 5944.242188
	Iteration 13Q: 3 clusters Score -1.910587e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19105960.000000 Penalty: 5944.242188
	Iteration 14Q: 3 clusters Score -1.910596e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -19106002.000000 Penalty: 5944.242188
	Iteration 15Q: 3 clusters Score -1.9106e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -19106032.000000 Penalty: 5944.242188
	Iteration 16Q: 3 clusters Score -1.910603e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -19106040.000000 Penalty: 5944.242188
	Iteration 17Q: 3 clusters Score -1.910604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19106072.000000 Penalty: 5944.242188
	Iteration 18Q: 3 clusters Score -1.910607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159512 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19106080.000000 Penalty: 5944.242188
	Iteration 19Q: 3 clusters Score -1.910608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19106090.000000 Penalty: 5944.242188
	Iteration 20F: 3 clusters Score -1.910609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19106094.000000 Penalty: 5944.242188
	Iteration 21Q: 3 clusters Score -1.910609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159543 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -19106106.000000 Penalty: 5944.242188
	Iteration 22Q: 3 clusters Score -1.910611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19106114.000000 Penalty: 5944.242188
	Iteration 23Q: 3 clusters Score -1.910611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19106108.000000 Penalty: 5944.242188
	Iteration 24Q: 3 clusters Score -1.910611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19106118.000000 Penalty: 5944.242188
	Iteration 25Q: 3 clusters Score -1.910612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -19106108.000000 Penalty: 5944.242188
	Iteration 26Q: 3 clusters Score -1.910611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19106102.000000 Penalty: 5944.242188
	Iteration 27Q: 3 clusters Score -1.91061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19106116.000000 Penalty: 5944.242188
	Iteration 28Q: 3 clusters Score -1.910612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159568 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19106124.000000 Penalty: 5944.242188
	Iteration 29Q: 3 clusters Score -1.910612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19106120.000000 Penalty: 5944.242188
	Iteration 30Q: 3 clusters Score -1.910612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159572 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19106118.000000 Penalty: 5944.242188
	Iteration 31Q: 3 clusters Score -1.910612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -19106122.000000 Penalty: 5944.242188
	Iteration 32Q: 3 clusters Score -1.910612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159575 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19106124.000000 Penalty: 5944.242188
	Iteration 33Q: 3 clusters Score -1.910612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159575 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19106124.000000 Penalty: 5944.242188
	Iteration 34F: 3 clusters Score -1.910612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 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 171 members 
Entering Unmasked Estep 
Score: -36462.183594 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36462.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36682.195312 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36682.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36812.187500 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -36812.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36885.253906 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36885.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36925.582031 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36925.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36938.382812 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -36938.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36940.449219 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -36940.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36941.285156 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -36941.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36941.285156 Penalty: 2938.430908
	Iteration 8F: 3 clusters Score -36941.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Entering Unmasked Estep 
Score: -4316698.500000 Penalty: 2604.535400
	Iteration 0F: 2 clusters Score -4316698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4291906.500000 Penalty: 5209.070801
	Iteration 0F: 3 clusters Score -4291906 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4301361.500000 Penalty: 5209.070801
	Iteration 1F: 3 clusters Score -4301362 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4301933.000000 Penalty: 5209.070801
	Iteration 2Q: 3 clusters Score -4301933 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4302437.500000 Penalty: 5209.070801
	Iteration 3Q: 3 clusters Score -4302438 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4302887.000000 Penalty: 5209.070801
	Iteration 4Q: 3 clusters Score -4302887 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4303360.500000 Penalty: 5209.070801
	Iteration 5Q: 3 clusters Score -4303360 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4303868.000000 Penalty: 5209.070801
	Iteration 6Q: 3 clusters Score -4303868 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4304471.500000 Penalty: 5209.070801
	Iteration 7Q: 3 clusters Score -4304472 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4305218.000000 Penalty: 5209.070801
	Iteration 8Q: 3 clusters Score -4305218 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4306190.500000 Penalty: 5209.070801
	Iteration 9Q: 3 clusters Score -4306190 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4307480.500000 Penalty: 5209.070801
	Iteration 10F: 3 clusters Score -4307480 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4308875.500000 Penalty: 5209.070801
	Iteration 11F: 3 clusters Score -4308876 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -4310030.000000 Penalty: 5209.070801
	Iteration 12F: 3 clusters Score -4310030 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4310744.000000 Penalty: 5209.070801
	Iteration 13Q: 3 clusters Score -4310744 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4311095.000000 Penalty: 5209.070801
	Iteration 14Q: 3 clusters Score -4311095 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4311305.500000 Penalty: 5209.070801
	Iteration 15Q: 3 clusters Score -4311306 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -4311457.500000 Penalty: 5209.070801
	Iteration 16Q: 3 clusters Score -4311458 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4311621.500000 Penalty: 5209.070801
	Iteration 17Q: 3 clusters Score -4311622 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4311778.000000 Penalty: 5209.070801
	Iteration 18Q: 3 clusters Score -4311778 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4311930.500000 Penalty: 5209.070801
	Iteration 19Q: 3 clusters Score -4311930 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4312064.000000 Penalty: 5209.070801
	Iteration 20F: 3 clusters Score -4312064 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4312221.500000 Penalty: 5209.070801
	Iteration 21Q: 3 clusters Score -4312222 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4312349.000000 Penalty: 5209.070801
	Iteration 22Q: 3 clusters Score -4312349 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4312496.500000 Penalty: 5209.070801
	Iteration 23Q: 3 clusters Score -4312496 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4312601.000000 Penalty: 5209.070801
	Iteration 24Q: 3 clusters Score -4312601 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4312695.000000 Penalty: 5209.070801
	Iteration 25Q: 3 clusters Score -4312695 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4312808.500000 Penalty: 5209.070801
	Iteration 26Q: 3 clusters Score -4312808 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4312887.000000 Penalty: 5209.070801
	Iteration 27Q: 3 clusters Score -4312887 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4312977.500000 Penalty: 5209.070801
	Iteration 28Q: 3 clusters Score -4312978 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4313051.500000 Penalty: 5209.070801
	Iteration 29Q: 3 clusters Score -4313052 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4313110.500000 Penalty: 5209.070801
	Iteration 30Q: 3 clusters Score -4313110 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -4313173.500000 Penalty: 5209.070801
	Iteration 31Q: 3 clusters Score -4313174 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4313226.500000 Penalty: 5209.070801
	Iteration 32Q: 3 clusters Score -4313226 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4313301.000000 Penalty: 5209.070801
	Iteration 33Q: 3 clusters Score -4313301 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -4313351.000000 Penalty: 5209.070801
	Iteration 34Q: 3 clusters Score -4313351 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -4313391.500000 Penalty: 5209.070801
	Iteration 35Q: 3 clusters Score -4313392 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4313437.000000 Penalty: 5209.070801
	Iteration 36Q: 3 clusters Score -4313437 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4313507.000000 Penalty: 5209.070801
	Iteration 37Q: 3 clusters Score -4313507 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4313563.500000 Penalty: 5209.070801
	Iteration 38Q: 3 clusters Score -4313564 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4313615.500000 Penalty: 5209.070801
	Iteration 39Q: 3 clusters Score -4313616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4313675.000000 Penalty: 5209.070801
	Iteration 40F: 3 clusters Score -4313675 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4313733.500000 Penalty: 5209.070801
	Iteration 41Q: 3 clusters Score -4313734 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4313801.500000 Penalty: 5209.070801
	Iteration 42Q: 3 clusters Score -4313802 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4313878.000000 Penalty: 5209.070801
	Iteration 43Q: 3 clusters Score -4313878 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4313919.500000 Penalty: 5209.070801
	Iteration 44Q: 3 clusters Score -4313920 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4313944.500000 Penalty: 5209.070801
	Iteration 45Q: 3 clusters Score -4313944 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4313999.000000 Penalty: 5209.070801
	Iteration 46Q: 3 clusters Score -4313999 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -4314044.000000 Penalty: 5209.070801
	Iteration 47Q: 3 clusters Score -4314044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4314077.000000 Penalty: 5209.070801
	Iteration 48Q: 3 clusters Score -4314077 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4314131.000000 Penalty: 5209.070801
	Iteration 49Q: 3 clusters Score -4314131 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4314178.500000 Penalty: 5209.070801
	Iteration 50Q: 3 clusters Score -4314178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4314209.000000 Penalty: 5209.070801
	Iteration 51Q: 3 clusters Score -4314209 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4314240.000000 Penalty: 5209.070801
	Iteration 52Q: 3 clusters Score -4314240 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4314287.500000 Penalty: 5209.070801
	Iteration 53Q: 3 clusters Score -4314288 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4314311.000000 Penalty: 5209.070801
	Iteration 54Q: 3 clusters Score -4314311 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4314346.000000 Penalty: 5209.070801
	Iteration 55Q: 3 clusters Score -4314346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4314369.000000 Penalty: 5209.070801
	Iteration 56Q: 3 clusters Score -4314369 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4314387.000000 Penalty: 5209.070801
	Iteration 57Q: 3 clusters Score -4314387 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4314413.000000 Penalty: 5209.070801
	Iteration 58Q: 3 clusters Score -4314413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4314441.000000 Penalty: 5209.070801
	Iteration 59Q: 3 clusters Score -4314441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4314446.500000 Penalty: 5209.070801
	Iteration 60F: 3 clusters Score -4314446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4314463.000000 Penalty: 5209.070801
	Iteration 61Q: 3 clusters Score -4314463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4314480.500000 Penalty: 5209.070801
	Iteration 62Q: 3 clusters Score -4314480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4314513.500000 Penalty: 5209.070801
	Iteration 63Q: 3 clusters Score -4314514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4314531.000000 Penalty: 5209.070801
	Iteration 64Q: 3 clusters Score -4314531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4314536.000000 Penalty: 5209.070801
	Iteration 65Q: 3 clusters Score -4314536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4314551.000000 Penalty: 5209.070801
	Iteration 66Q: 3 clusters Score -4314551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4314572.000000 Penalty: 5209.070801
	Iteration 67Q: 3 clusters Score -4314572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4314580.000000 Penalty: 5209.070801
	Iteration 68Q: 3 clusters Score -4314580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4314589.500000 Penalty: 5209.070801
	Iteration 69Q: 3 clusters Score -4314590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4314596.500000 Penalty: 5209.070801
	Iteration 70Q: 3 clusters Score -4314596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4314624.000000 Penalty: 5209.070801
	Iteration 71Q: 3 clusters Score -4314624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4314623.500000 Penalty: 5209.070801
	Iteration 72Q: 3 clusters Score -4314624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4314633.000000 Penalty: 5209.070801
	Iteration 73Q: 3 clusters Score -4314633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4314639.500000 Penalty: 5209.070801
	Iteration 74Q: 3 clusters Score -4314640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4314640.500000 Penalty: 5209.070801
	Iteration 75Q: 3 clusters Score -4314640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4314642.500000 Penalty: 5209.070801
	Iteration 76Q: 3 clusters Score -4314642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4314650.000000 Penalty: 5209.070801
	Iteration 77Q: 3 clusters Score -4314650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4314645.500000 Penalty: 5209.070801
	Iteration 78Q: 3 clusters Score -4314646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4314642.000000 Penalty: 5209.070801
	Iteration 79Q: 3 clusters Score -4314642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4314643.000000 Penalty: 5209.070801
	Iteration 80F: 3 clusters Score -4314643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4314639.500000 Penalty: 5209.070801
	Iteration 81Q: 3 clusters Score -4314640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4314639.500000 Penalty: 5209.070801
	Iteration 82Q: 3 clusters Score -4314640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4314643.500000 Penalty: 5209.070801
	Iteration 83Q: 3 clusters Score -4314644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4314651.500000 Penalty: 5209.070801
	Iteration 84Q: 3 clusters Score -4314652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4314655.500000 Penalty: 5209.070801
	Iteration 85Q: 3 clusters Score -4314656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4314650.500000 Penalty: 5209.070801
	Iteration 86Q: 3 clusters Score -4314650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4314655.500000 Penalty: 5209.070801
	Iteration 87Q: 3 clusters Score -4314656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4314655.500000 Penalty: 5209.070801
	Iteration 88Q: 3 clusters Score -4314656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4314653.500000 Penalty: 5209.070801
	Iteration 89Q: 3 clusters Score -4314654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4314651.000000 Penalty: 5209.070801
	Iteration 90Q: 3 clusters Score -4314651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4314652.000000 Penalty: 5209.070801
	Iteration 91Q: 3 clusters Score -4314652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4314650.500000 Penalty: 5209.070801
	Iteration 92Q: 3 clusters Score -4314650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4314651.500000 Penalty: 5209.070801
	Iteration 93Q: 3 clusters Score -4314652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4314661.000000 Penalty: 5209.070801
	Iteration 94Q: 3 clusters Score -4314661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4314660.500000 Penalty: 5209.070801
	Iteration 95Q: 3 clusters Score -4314660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4314667.000000 Penalty: 5209.070801
	Iteration 96Q: 3 clusters Score -4314667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4314668.500000 Penalty: 5209.070801
	Iteration 97Q: 3 clusters Score -4314668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4314671.000000 Penalty: 5209.070801
	Iteration 98Q: 3 clusters Score -4314671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4314678.500000 Penalty: 5209.070801
	Iteration 99Q: 3 clusters Score -4314678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4314673.500000 Penalty: 5209.070801
	Iteration 100F: 3 clusters Score -4314674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4314664.000000 Penalty: 5209.070801
	Iteration 101Q: 3 clusters Score -4314664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4314671.000000 Penalty: 5209.070801
	Iteration 102Q: 3 clusters Score -4314671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4314678.000000 Penalty: 5209.070801
	Iteration 103Q: 3 clusters Score -4314678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4314692.500000 Penalty: 5209.070801
	Iteration 104Q: 3 clusters Score -4314692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4314691.000000 Penalty: 5209.070801
	Iteration 105Q: 3 clusters Score -4314691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4314689.500000 Penalty: 5209.070801
	Iteration 106Q: 3 clusters Score -4314690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4314689.000000 Penalty: 5209.070801
	Iteration 107Q: 3 clusters Score -4314689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4314691.000000 Penalty: 5209.070801
	Iteration 108Q: 3 clusters Score -4314691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4314689.500000 Penalty: 5209.070801
	Iteration 109Q: 3 clusters Score -4314690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4314696.000000 Penalty: 5209.070801
	Iteration 110Q: 3 clusters Score -4314696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4314692.500000 Penalty: 5209.070801
	Iteration 111Q: 3 clusters Score -4314692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4314701.000000 Penalty: 5209.070801
	Iteration 112Q: 3 clusters Score -4314701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4314703.000000 Penalty: 5209.070801
	Iteration 113Q: 3 clusters Score -4314703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4314710.000000 Penalty: 5209.070801
	Iteration 114Q: 3 clusters Score -4314710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4314711.000000 Penalty: 5209.070801
	Iteration 115Q: 3 clusters Score -4314711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4314717.000000 Penalty: 5209.070801
	Iteration 116Q: 3 clusters Score -4314717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4314712.500000 Penalty: 5209.070801
	Iteration 117Q: 3 clusters Score -4314712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4314719.500000 Penalty: 5209.070801
	Iteration 118Q: 3 clusters Score -4314720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4314717.000000 Penalty: 5209.070801
	Iteration 119Q: 3 clusters Score -4314717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4314720.500000 Penalty: 5209.070801
	Iteration 120F: 3 clusters Score -4314720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4314719.000000 Penalty: 5209.070801
	Iteration 121Q: 3 clusters Score -4314719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4314715.000000 Penalty: 5209.070801
	Iteration 122Q: 3 clusters Score -4314715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4314715.000000 Penalty: 5209.070801
	Iteration 123F: 3 clusters Score -4314715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (239090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239090 members 
Entering Unmasked Estep 
Score: -28060338.000000 Penalty: 3071.379639
	Iteration 0F: 2 clusters Score -2.806034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -27900002.000000 Penalty: 6142.759277
	Iteration 0F: 3 clusters Score -2.79e+07 nChanged 115544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114003 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -27968542.000000 Penalty: 6142.759277
	Iteration 1F: 3 clusters Score -2.796854e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 128412 members 
Entering Unmasked Estep 
Score: -27970654.000000 Penalty: 6142.759277
	Iteration 2Q: 3 clusters Score -2.797065e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 133451 members 
Entering Unmasked Estep 
Score: -27973302.000000 Penalty: 6142.759277
	Iteration 3Q: 3 clusters Score -2.79733e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -27977412.000000 Penalty: 6142.759277
	Iteration 4Q: 3 clusters Score -2.797741e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -27983926.000000 Penalty: 6142.759277
	Iteration 5F: 3 clusters Score -2.798393e+07 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 166596 members 
Entering Unmasked Estep 
Score: -27994772.000000 Penalty: 6142.759277
	Iteration 6F: 3 clusters Score -2.799477e+07 nChanged 18041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 184197 members 
Entering Unmasked Estep 
Score: -28009496.000000 Penalty: 6142.759277
	Iteration 7F: 3 clusters Score -2.80095e+07 nChanged 17491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 201512 members 
Entering Unmasked Estep 
Score: -28024586.000000 Penalty: 6142.759277
	Iteration 8F: 3 clusters Score -2.802459e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 215371 members 
Entering Unmasked Estep 
Score: -28037226.000000 Penalty: 6142.759277
	Iteration 9F: 3 clusters Score -2.803723e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 224866 members 
Entering Unmasked Estep 
Score: -28045968.000000 Penalty: 6142.759277
	Iteration 10Q: 3 clusters Score -2.804597e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 230712 members 
Entering Unmasked Estep 
Score: -28051092.000000 Penalty: 6142.759277
	Iteration 11Q: 3 clusters Score -2.805109e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 234232 members 
Entering Unmasked Estep 
Score: -28054034.000000 Penalty: 6142.759277
	Iteration 12Q: 3 clusters Score -2.805403e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 236179 members 
Entering Unmasked Estep 
Score: -28055698.000000 Penalty: 6142.759277
	Iteration 13Q: 3 clusters Score -2.80557e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 237267 members 
Entering Unmasked Estep 
Score: -28056584.000000 Penalty: 6142.759277
	Iteration 14Q: 3 clusters Score -2.805658e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 237829 members 
Entering Unmasked Estep 
Score: -28057036.000000 Penalty: 6142.759277
	Iteration 15Q: 3 clusters Score -2.805704e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 238127 members 
Entering Unmasked Estep 
Score: -28057294.000000 Penalty: 6142.759277
	Iteration 16Q: 3 clusters Score -2.805729e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 238313 members 
Entering Unmasked Estep 
Score: -28057486.000000 Penalty: 6142.759277
	Iteration 17Q: 3 clusters Score -2.805749e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 238412 members 
Entering Unmasked Estep 
Score: -28057522.000000 Penalty: 6142.759277
	Iteration 18Q: 3 clusters Score -2.805752e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 238481 members 
Entering Unmasked Estep 
Score: -28057608.000000 Penalty: 6142.759277
	Iteration 19Q: 3 clusters Score -2.805761e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 238515 members 
Entering Unmasked Estep 
Score: -28057598.000000 Penalty: 6142.759277
	Iteration 20F: 3 clusters Score -2.80576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 238522 members 
Entering Unmasked Estep 
Score: -28057588.000000 Penalty: 6142.759277
	Iteration 21Q: 3 clusters Score -2.805759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 238531 members 
Entering Unmasked Estep 
Score: -28057620.000000 Penalty: 6142.759277
	Iteration 22Q: 3 clusters Score -2.805762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 238545 members 
Entering Unmasked Estep 
Score: -28057630.000000 Penalty: 6142.759277
	Iteration 23Q: 3 clusters Score -2.805763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 238552 members 
Entering Unmasked Estep 
Score: -28057638.000000 Penalty: 6142.759277
	Iteration 24Q: 3 clusters Score -2.805764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 238558 members 
Entering Unmasked Estep 
Score: -28057640.000000 Penalty: 6142.759277
	Iteration 25Q: 3 clusters Score -2.805764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 238567 members 
Entering Unmasked Estep 
Score: -28057642.000000 Penalty: 6142.759277
	Iteration 26Q: 3 clusters Score -2.805764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 238571 members 
Entering Unmasked Estep 
Score: -28057664.000000 Penalty: 6142.759277
	Iteration 27Q: 3 clusters Score -2.805766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 238577 members 
Entering Unmasked Estep 
Score: -28057684.000000 Penalty: 6142.759277
	Iteration 28Q: 3 clusters Score -2.805768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 238583 members 
Entering Unmasked Estep 
Score: -28057680.000000 Penalty: 6142.759277
	Iteration 29Q: 3 clusters Score -2.805768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 238586 members 
Entering Unmasked Estep 
Score: -28057674.000000 Penalty: 6142.759277
	Iteration 30Q: 3 clusters Score -2.805767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 238585 members 
Entering Unmasked Estep 
Score: -28057668.000000 Penalty: 6142.759277
	Iteration 31Q: 3 clusters Score -2.805767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 238585 members 
Entering Unmasked Estep 
Score: -28057668.000000 Penalty: 6142.759277
	Iteration 32F: 3 clusters Score -2.805767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -463926.750000 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -463926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -460012.281250 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -460012.3 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -461201.812500 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -461201.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -461692.187500 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -461692.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -462047.218750 Penalty: 4140.404785
	Iteration 3F: 3 clusters Score -462047.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -462397.656250 Penalty: 4140.404785
	Iteration 4F: 3 clusters Score -462397.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -462763.406250 Penalty: 4140.404785
	Iteration 5F: 3 clusters Score -462763.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -463002.687500 Penalty: 4140.404785
	Iteration 6F: 3 clusters Score -463002.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -463150.375000 Penalty: 4140.404785
	Iteration 7Q: 3 clusters Score -463150.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -463245.312500 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -463245.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -463289.125000 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -463289.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -463317.968750 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -463318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -463349.687500 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -463349.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -463376.093750 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -463376.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -463388.593750 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -463388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -463394.843750 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -463394.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -463401.718750 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -463401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -463405.281250 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -463405.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -463410.000000 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -463410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -463413.125000 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -463413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -463414.812500 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -463414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -463418.375000 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -463418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -463421.718750 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -463421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -463422.500000 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -463422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -463422.531250 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -463422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -463423.843750 Penalty: 4140.404785
	Iteration 24Q: 3 clusters Score -463423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -463429.343750 Penalty: 4140.404785
	Iteration 25Q: 3 clusters Score -463429.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -463436.625000 Penalty: 4140.404785
	Iteration 26Q: 3 clusters Score -463436.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -463443.531250 Penalty: 4140.404785
	Iteration 27Q: 3 clusters Score -463443.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -463448.531250 Penalty: 4140.404785
	Iteration 28Q: 3 clusters Score -463448.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -463454.531250 Penalty: 4140.404785
	Iteration 29Q: 3 clusters Score -463454.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -463458.687500 Penalty: 4140.404785
	Iteration 30Q: 3 clusters Score -463458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -463460.968750 Penalty: 4140.404785
	Iteration 31Q: 3 clusters Score -463461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -463463.468750 Penalty: 4140.404785
	Iteration 32Q: 3 clusters Score -463463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -463464.468750 Penalty: 4140.404785
	Iteration 33Q: 3 clusters Score -463464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -463464.812500 Penalty: 4140.404785
	Iteration 34Q: 3 clusters Score -463464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -463464.812500 Penalty: 4140.404785
	Iteration 35F: 3 clusters Score -463464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Entering Unmasked Estep 
Score: -1990196.125000 Penalty: 2420.885742
	Iteration 0F: 2 clusters Score -1990196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1977776.750000 Penalty: 4841.771484
	Iteration 0F: 3 clusters Score -1977777 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1981910.250000 Penalty: 4841.771484
	Iteration 1F: 3 clusters Score -1981910 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1982548.000000 Penalty: 4841.771484
	Iteration 2F: 3 clusters Score -1982548 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1983285.250000 Penalty: 4841.771484
	Iteration 3F: 3 clusters Score -1983285 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1984121.500000 Penalty: 4841.771484
	Iteration 4F: 3 clusters Score -1984122 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1984948.250000 Penalty: 4841.771484
	Iteration 5F: 3 clusters Score -1984948 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1985670.000000 Penalty: 4841.771484
	Iteration 6F: 3 clusters Score -1985670 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1986223.500000 Penalty: 4841.771484
	Iteration 7F: 3 clusters Score -1986224 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1986677.625000 Penalty: 4841.771484
	Iteration 8Q: 3 clusters Score -1986678 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1987008.875000 Penalty: 4841.771484
	Iteration 9Q: 3 clusters Score -1987009 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1987252.000000 Penalty: 4841.771484
	Iteration 10Q: 3 clusters Score -1987252 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1987448.875000 Penalty: 4841.771484
	Iteration 11Q: 3 clusters Score -1987449 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1987585.875000 Penalty: 4841.771484
	Iteration 12Q: 3 clusters Score -1987586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1987698.125000 Penalty: 4841.771484
	Iteration 13Q: 3 clusters Score -1987698 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1987784.750000 Penalty: 4841.771484
	Iteration 14Q: 3 clusters Score -1987785 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1987874.000000 Penalty: 4841.771484
	Iteration 15Q: 3 clusters Score -1987874 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1987956.250000 Penalty: 4841.771484
	Iteration 16Q: 3 clusters Score -1987956 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1988024.375000 Penalty: 4841.771484
	Iteration 17Q: 3 clusters Score -1988024 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1988066.500000 Penalty: 4841.771484
	Iteration 18Q: 3 clusters Score -1988066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1988107.500000 Penalty: 4841.771484
	Iteration 19Q: 3 clusters Score -1988108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1988131.125000 Penalty: 4841.771484
	Iteration 20F: 3 clusters Score -1988131 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1988139.250000 Penalty: 4841.771484
	Iteration 21Q: 3 clusters Score -1988139 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1988163.625000 Penalty: 4841.771484
	Iteration 22Q: 3 clusters Score -1988164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1988180.750000 Penalty: 4841.771484
	Iteration 23Q: 3 clusters Score -1988181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1988198.000000 Penalty: 4841.771484
	Iteration 24Q: 3 clusters Score -1988198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1988219.375000 Penalty: 4841.771484
	Iteration 25Q: 3 clusters Score -1988219 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1988237.250000 Penalty: 4841.771484
	Iteration 26Q: 3 clusters Score -1988237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1988247.375000 Penalty: 4841.771484
	Iteration 27Q: 3 clusters Score -1988247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1988263.000000 Penalty: 4841.771484
	Iteration 28Q: 3 clusters Score -1988263 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1988278.500000 Penalty: 4841.771484
	Iteration 29Q: 3 clusters Score -1988278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1988297.875000 Penalty: 4841.771484
	Iteration 30Q: 3 clusters Score -1988298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1988302.375000 Penalty: 4841.771484
	Iteration 31Q: 3 clusters Score -1988302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1988312.125000 Penalty: 4841.771484
	Iteration 32Q: 3 clusters Score -1988312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1988322.125000 Penalty: 4841.771484
	Iteration 33Q: 3 clusters Score -1988322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1988326.375000 Penalty: 4841.771484
	Iteration 34Q: 3 clusters Score -1988326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1988332.625000 Penalty: 4841.771484
	Iteration 35Q: 3 clusters Score -1988333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1988340.750000 Penalty: 4841.771484
	Iteration 36Q: 3 clusters Score -1988341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1988345.250000 Penalty: 4841.771484
	Iteration 37Q: 3 clusters Score -1988345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1988356.250000 Penalty: 4841.771484
	Iteration 38Q: 3 clusters Score -1988356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1988375.875000 Penalty: 4841.771484
	Iteration 39Q: 3 clusters Score -1988376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1988376.500000 Penalty: 4841.771484
	Iteration 40F: 3 clusters Score -1988376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1988388.125000 Penalty: 4841.771484
	Iteration 41Q: 3 clusters Score -1988388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1988403.000000 Penalty: 4841.771484
	Iteration 42Q: 3 clusters Score -1988403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1988414.750000 Penalty: 4841.771484
	Iteration 43Q: 3 clusters Score -1988415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1988425.250000 Penalty: 4841.771484
	Iteration 44Q: 3 clusters Score -1988425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1988444.250000 Penalty: 4841.771484
	Iteration 45Q: 3 clusters Score -1988444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1988456.125000 Penalty: 4841.771484
	Iteration 46Q: 3 clusters Score -1988456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1988466.875000 Penalty: 4841.771484
	Iteration 47Q: 3 clusters Score -1988467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1988483.000000 Penalty: 4841.771484
	Iteration 48Q: 3 clusters Score -1988483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1988485.500000 Penalty: 4841.771484
	Iteration 49Q: 3 clusters Score -1988486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1988503.750000 Penalty: 4841.771484
	Iteration 50Q: 3 clusters Score -1988504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1988519.500000 Penalty: 4841.771484
	Iteration 51Q: 3 clusters Score -1988520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1988527.000000 Penalty: 4841.771484
	Iteration 52Q: 3 clusters Score -1988527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1988538.750000 Penalty: 4841.771484
	Iteration 53Q: 3 clusters Score -1988539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1988547.875000 Penalty: 4841.771484
	Iteration 54Q: 3 clusters Score -1988548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1988557.500000 Penalty: 4841.771484
	Iteration 55Q: 3 clusters Score -1988558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1988559.250000 Penalty: 4841.771484
	Iteration 56Q: 3 clusters Score -1988559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1988561.500000 Penalty: 4841.771484
	Iteration 57Q: 3 clusters Score -1988562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1988566.750000 Penalty: 4841.771484
	Iteration 58Q: 3 clusters Score -1988567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1988571.500000 Penalty: 4841.771484
	Iteration 59Q: 3 clusters Score -1988572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1988576.375000 Penalty: 4841.771484
	Iteration 60F: 3 clusters Score -1988576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1988580.375000 Penalty: 4841.771484
	Iteration 61Q: 3 clusters Score -1988580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1988583.500000 Penalty: 4841.771484
	Iteration 62Q: 3 clusters Score -1988584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1988583.500000 Penalty: 4841.771484
	Iteration 63Q: 3 clusters Score -1988584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1988584.875000 Penalty: 4841.771484
	Iteration 64Q: 3 clusters Score -1988585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1988587.875000 Penalty: 4841.771484
	Iteration 65Q: 3 clusters Score -1988588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1988592.125000 Penalty: 4841.771484
	Iteration 66Q: 3 clusters Score -1988592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1988595.000000 Penalty: 4841.771484
	Iteration 67Q: 3 clusters Score -1988595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1988604.625000 Penalty: 4841.771484
	Iteration 68Q: 3 clusters Score -1988605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1988613.875000 Penalty: 4841.771484
	Iteration 69Q: 3 clusters Score -1988614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1988617.000000 Penalty: 4841.771484
	Iteration 70Q: 3 clusters Score -1988617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1988627.625000 Penalty: 4841.771484
	Iteration 71Q: 3 clusters Score -1988628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1988628.500000 Penalty: 4841.771484
	Iteration 72Q: 3 clusters Score -1988628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1988640.500000 Penalty: 4841.771484
	Iteration 73Q: 3 clusters Score -1988640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1988651.250000 Penalty: 4841.771484
	Iteration 74Q: 3 clusters Score -1988651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1988658.500000 Penalty: 4841.771484
	Iteration 75Q: 3 clusters Score -1988658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1988669.750000 Penalty: 4841.771484
	Iteration 76Q: 3 clusters Score -1988670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1988675.250000 Penalty: 4841.771484
	Iteration 77Q: 3 clusters Score -1988675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1988683.375000 Penalty: 4841.771484
	Iteration 78Q: 3 clusters Score -1988683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1988693.875000 Penalty: 4841.771484
	Iteration 79Q: 3 clusters Score -1988694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1988703.875000 Penalty: 4841.771484
	Iteration 80F: 3 clusters Score -1988704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1988716.500000 Penalty: 4841.771484
	Iteration 81Q: 3 clusters Score -1988716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1988734.125000 Penalty: 4841.771484
	Iteration 82Q: 3 clusters Score -1988734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1988736.625000 Penalty: 4841.771484
	Iteration 83Q: 3 clusters Score -1988737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1988743.875000 Penalty: 4841.771484
	Iteration 84Q: 3 clusters Score -1988744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1988756.750000 Penalty: 4841.771484
	Iteration 85Q: 3 clusters Score -1988757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1988764.000000 Penalty: 4841.771484
	Iteration 86Q: 3 clusters Score -1988764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1988768.375000 Penalty: 4841.771484
	Iteration 87Q: 3 clusters Score -1988768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1988770.625000 Penalty: 4841.771484
	Iteration 88Q: 3 clusters Score -1988771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1988778.375000 Penalty: 4841.771484
	Iteration 89Q: 3 clusters Score -1988778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1988783.625000 Penalty: 4841.771484
	Iteration 90Q: 3 clusters Score -1988784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1988795.125000 Penalty: 4841.771484
	Iteration 91Q: 3 clusters Score -1988795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1988806.500000 Penalty: 4841.771484
	Iteration 92Q: 3 clusters Score -1988806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1988828.750000 Penalty: 4841.771484
	Iteration 93Q: 3 clusters Score -1988829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1988851.250000 Penalty: 4841.771484
	Iteration 94Q: 3 clusters Score -1988851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1988875.375000 Penalty: 4841.771484
	Iteration 95Q: 3 clusters Score -1988875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1988894.000000 Penalty: 4841.771484
	Iteration 96Q: 3 clusters Score -1988894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1988903.625000 Penalty: 4841.771484
	Iteration 97Q: 3 clusters Score -1988904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1988909.500000 Penalty: 4841.771484
	Iteration 98Q: 3 clusters Score -1988910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1988910.875000 Penalty: 4841.771484
	Iteration 99Q: 3 clusters Score -1988911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1988912.750000 Penalty: 4841.771484
	Iteration 100F: 3 clusters Score -1988913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1988914.250000 Penalty: 4841.771484
	Iteration 101Q: 3 clusters Score -1988914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1988913.000000 Penalty: 4841.771484
	Iteration 102Q: 3 clusters Score -1988913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1988917.625000 Penalty: 4841.771484
	Iteration 103Q: 3 clusters Score -1988918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1988919.125000 Penalty: 4841.771484
	Iteration 104Q: 3 clusters Score -1988919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1988919.125000 Penalty: 4841.771484
	Iteration 105F: 3 clusters Score -1988919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Entering Unmasked Estep 
Score: -19757604.000000 Penalty: 2979.301514
	Iteration 0F: 2 clusters Score -1.97576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -19649130.000000 Penalty: 5958.603027
	Iteration 0F: 3 clusters Score -1.964913e+07 nChanged 78878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -19695580.000000 Penalty: 5958.603027
	Iteration 1F: 3 clusters Score -1.969558e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -19697596.000000 Penalty: 5958.603027
	Iteration 2Q: 3 clusters Score -1.96976e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -19700288.000000 Penalty: 5958.603027
	Iteration 3Q: 3 clusters Score -1.970029e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -19704232.000000 Penalty: 5958.603027
	Iteration 4F: 3 clusters Score -1.970423e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100561 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -19710774.000000 Penalty: 5958.603027
	Iteration 5F: 3 clusters Score -1.971077e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -19719440.000000 Penalty: 5958.603027
	Iteration 6F: 3 clusters Score -1.971944e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -19728572.000000 Penalty: 5958.603027
	Iteration 7F: 3 clusters Score -1.972857e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -19735986.000000 Penalty: 5958.603027
	Iteration 8F: 3 clusters Score -1.973599e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -19741360.000000 Penalty: 5958.603027
	Iteration 9Q: 3 clusters Score -1.974136e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -19744554.000000 Penalty: 5958.603027
	Iteration 10Q: 3 clusters Score -1.974455e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -19746698.000000 Penalty: 5958.603027
	Iteration 11Q: 3 clusters Score -1.97467e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -19748188.000000 Penalty: 5958.603027
	Iteration 12Q: 3 clusters Score -1.974819e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141772 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -19749440.000000 Penalty: 5958.603027
	Iteration 13Q: 3 clusters Score -1.974944e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143553 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -19750390.000000 Penalty: 5958.603027
	Iteration 14Q: 3 clusters Score -1.975039e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -19751210.000000 Penalty: 5958.603027
	Iteration 15Q: 3 clusters Score -1.975121e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -19751954.000000 Penalty: 5958.603027
	Iteration 16Q: 3 clusters Score -1.975195e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -19752558.000000 Penalty: 5958.603027
	Iteration 17Q: 3 clusters Score -1.975256e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149336 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -19753128.000000 Penalty: 5958.603027
	Iteration 18Q: 3 clusters Score -1.975313e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150540 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -19753510.000000 Penalty: 5958.603027
	Iteration 19Q: 3 clusters Score -1.975351e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -19753914.000000 Penalty: 5958.603027
	Iteration 20F: 3 clusters Score -1.975391e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -19754188.000000 Penalty: 5958.603027
	Iteration 21Q: 3 clusters Score -1.975419e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -19754568.000000 Penalty: 5958.603027
	Iteration 22Q: 3 clusters Score -1.975457e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -19754742.000000 Penalty: 5958.603027
	Iteration 23Q: 3 clusters Score -1.975474e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -19754888.000000 Penalty: 5958.603027
	Iteration 24Q: 3 clusters Score -1.975489e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -19755014.000000 Penalty: 5958.603027
	Iteration 25Q: 3 clusters Score -1.975501e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156443 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -19755104.000000 Penalty: 5958.603027
	Iteration 26Q: 3 clusters Score -1.97551e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -19755198.000000 Penalty: 5958.603027
	Iteration 27Q: 3 clusters Score -1.97552e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -19755220.000000 Penalty: 5958.603027
	Iteration 28Q: 3 clusters Score -1.975522e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -19755340.000000 Penalty: 5958.603027
	Iteration 29Q: 3 clusters Score -1.975534e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -19755364.000000 Penalty: 5958.603027
	Iteration 30Q: 3 clusters Score -1.975536e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -19755440.000000 Penalty: 5958.603027
	Iteration 31Q: 3 clusters Score -1.975544e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159013 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -19755380.000000 Penalty: 5958.603027
	Iteration 32Q: 3 clusters Score -1.975538e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159291 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -19755394.000000 Penalty: 5958.603027
	Iteration 33Q: 3 clusters Score -1.975539e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -19755436.000000 Penalty: 5958.603027
	Iteration 34Q: 3 clusters Score -1.975544e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159739 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -19755434.000000 Penalty: 5958.603027
	Iteration 35Q: 3 clusters Score -1.975543e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159926 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -19755434.000000 Penalty: 5958.603027
	Iteration 36Q: 3 clusters Score -1.975543e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -19755440.000000 Penalty: 5958.603027
	Iteration 37Q: 3 clusters Score -1.975544e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -19755416.000000 Penalty: 5958.603027
	Iteration 38Q: 3 clusters Score -1.975542e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -19755412.000000 Penalty: 5958.603027
	Iteration 39Q: 3 clusters Score -1.975541e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -19755400.000000 Penalty: 5958.603027
	Iteration 40F: 3 clusters Score -1.97554e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160652 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -19755386.000000 Penalty: 5958.603027
	Iteration 41Q: 3 clusters Score -1.975539e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -19755410.000000 Penalty: 5958.603027
	Iteration 42Q: 3 clusters Score -1.975541e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160910 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -19755422.000000 Penalty: 5958.603027
	Iteration 43Q: 3 clusters Score -1.975542e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161034 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -19755408.000000 Penalty: 5958.603027
	Iteration 44Q: 3 clusters Score -1.975541e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161170 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -19755468.000000 Penalty: 5958.603027
	Iteration 45Q: 3 clusters Score -1.975547e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19755470.000000 Penalty: 5958.603027
	Iteration 46Q: 3 clusters Score -1.975547e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -19755490.000000 Penalty: 5958.603027
	Iteration 47Q: 3 clusters Score -1.975549e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161551 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -19755514.000000 Penalty: 5958.603027
	Iteration 48Q: 3 clusters Score -1.975551e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161643 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19755488.000000 Penalty: 5958.603027
	Iteration 49Q: 3 clusters Score -1.975549e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161730 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -19755458.000000 Penalty: 5958.603027
	Iteration 50Q: 3 clusters Score -1.975546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -19755458.000000 Penalty: 5958.603027
	Iteration 51Q: 3 clusters Score -1.975546e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161875 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -19755450.000000 Penalty: 5958.603027
	Iteration 52Q: 3 clusters Score -1.975545e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161943 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -19755472.000000 Penalty: 5958.603027
	Iteration 53Q: 3 clusters Score -1.975547e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -19755504.000000 Penalty: 5958.603027
	Iteration 54Q: 3 clusters Score -1.97555e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -19755498.000000 Penalty: 5958.603027
	Iteration 55Q: 3 clusters Score -1.97555e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162094 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -19755534.000000 Penalty: 5958.603027
	Iteration 56Q: 3 clusters Score -1.975553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162128 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -19755526.000000 Penalty: 5958.603027
	Iteration 57Q: 3 clusters Score -1.975553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162155 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -19755506.000000 Penalty: 5958.603027
	Iteration 58Q: 3 clusters Score -1.975551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -19755508.000000 Penalty: 5958.603027
	Iteration 59Q: 3 clusters Score -1.975551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162198 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19755544.000000 Penalty: 5958.603027
	Iteration 60F: 3 clusters Score -1.975554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162217 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -19755534.000000 Penalty: 5958.603027
	Iteration 61Q: 3 clusters Score -1.975553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19755528.000000 Penalty: 5958.603027
	Iteration 62Q: 3 clusters Score -1.975553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162257 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -19755526.000000 Penalty: 5958.603027
	Iteration 63Q: 3 clusters Score -1.975553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162280 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19755512.000000 Penalty: 5958.603027
	Iteration 64Q: 3 clusters Score -1.975551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162301 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19755530.000000 Penalty: 5958.603027
	Iteration 65Q: 3 clusters Score -1.975553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162318 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -19755528.000000 Penalty: 5958.603027
	Iteration 66Q: 3 clusters Score -1.975553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162335 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -19755530.000000 Penalty: 5958.603027
	Iteration 67Q: 3 clusters Score -1.975553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162350 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -19755524.000000 Penalty: 5958.603027
	Iteration 68Q: 3 clusters Score -1.975552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162361 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -19755524.000000 Penalty: 5958.603027
	Iteration 69Q: 3 clusters Score -1.975552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162380 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -19755538.000000 Penalty: 5958.603027
	Iteration 70Q: 3 clusters Score -1.975554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -19755548.000000 Penalty: 5958.603027
	Iteration 71Q: 3 clusters Score -1.975555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162419 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -19755520.000000 Penalty: 5958.603027
	Iteration 72Q: 3 clusters Score -1.975552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -19755548.000000 Penalty: 5958.603027
	Iteration 73Q: 3 clusters Score -1.975555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162432 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -19755562.000000 Penalty: 5958.603027
	Iteration 74Q: 3 clusters Score -1.975556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -19755560.000000 Penalty: 5958.603027
	Iteration 75Q: 3 clusters Score -1.975556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -19755552.000000 Penalty: 5958.603027
	Iteration 76Q: 3 clusters Score -1.975555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162454 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19755544.000000 Penalty: 5958.603027
	Iteration 77Q: 3 clusters Score -1.975554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -19755542.000000 Penalty: 5958.603027
	Iteration 78Q: 3 clusters Score -1.975554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162466 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -19755552.000000 Penalty: 5958.603027
	Iteration 79Q: 3 clusters Score -1.975555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19755544.000000 Penalty: 5958.603027
	Iteration 80F: 3 clusters Score -1.975554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162478 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19755554.000000 Penalty: 5958.603027
	Iteration 81Q: 3 clusters Score -1.975555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19755542.000000 Penalty: 5958.603027
	Iteration 82Q: 3 clusters Score -1.975554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19755542.000000 Penalty: 5958.603027
	Iteration 83Q: 3 clusters Score -1.975554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162496 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19755554.000000 Penalty: 5958.603027
	Iteration 84Q: 3 clusters Score -1.975555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -19755558.000000 Penalty: 5958.603027
	Iteration 85Q: 3 clusters Score -1.975556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162509 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19755574.000000 Penalty: 5958.603027
	Iteration 86Q: 3 clusters Score -1.975557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162520 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -19755586.000000 Penalty: 5958.603027
	Iteration 87Q: 3 clusters Score -1.975559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -19755576.000000 Penalty: 5958.603027
	Iteration 88Q: 3 clusters Score -1.975558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162535 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19755566.000000 Penalty: 5958.603027
	Iteration 89Q: 3 clusters Score -1.975557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162538 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -19755562.000000 Penalty: 5958.603027
	Iteration 90Q: 3 clusters Score -1.975556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162546 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19755570.000000 Penalty: 5958.603027
	Iteration 91Q: 3 clusters Score -1.975557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19755566.000000 Penalty: 5958.603027
	Iteration 92Q: 3 clusters Score -1.975557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162554 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19755570.000000 Penalty: 5958.603027
	Iteration 93Q: 3 clusters Score -1.975557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -19755580.000000 Penalty: 5958.603027
	Iteration 94Q: 3 clusters Score -1.975558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19755566.000000 Penalty: 5958.603027
	Iteration 95Q: 3 clusters Score -1.975557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19755566.000000 Penalty: 5958.603027
	Iteration 96F: 3 clusters Score -1.975557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (170883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Entering Unmasked Estep 
Score: -20490738.000000 Penalty: 2988.086182
	Iteration 0F: 2 clusters Score -2.049074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -20378128.000000 Penalty: 5976.172363
	Iteration 0F: 3 clusters Score -2.037813e+07 nChanged 81936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -20426680.000000 Penalty: 5976.172363
	Iteration 1F: 3 clusters Score -2.042668e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -20428058.000000 Penalty: 5976.172363
	Iteration 2Q: 3 clusters Score -2.042806e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -20429862.000000 Penalty: 5976.172363
	Iteration 3Q: 3 clusters Score -2.042986e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -20432312.000000 Penalty: 5976.172363
	Iteration 4Q: 3 clusters Score -2.043231e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -20435862.000000 Penalty: 5976.172363
	Iteration 5Q: 3 clusters Score -2.043586e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -20441048.000000 Penalty: 5976.172363
	Iteration 6F: 3 clusters Score -2.044105e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -20448134.000000 Penalty: 5976.172363
	Iteration 7F: 3 clusters Score -2.044813e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -20455876.000000 Penalty: 5976.172363
	Iteration 8F: 3 clusters Score -2.045588e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -20463080.000000 Penalty: 5976.172363
	Iteration 9F: 3 clusters Score -2.046308e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112553 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -20468176.000000 Penalty: 5976.172363
	Iteration 10F: 3 clusters Score -2.046818e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113338 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -20470956.000000 Penalty: 5976.172363
	Iteration 11Q: 3 clusters Score -2.047096e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -20472242.000000 Penalty: 5976.172363
	Iteration 12Q: 3 clusters Score -2.047224e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -20472708.000000 Penalty: 5976.172363
	Iteration 13Q: 3 clusters Score -2.047271e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115179 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -20473484.000000 Penalty: 5976.172363
	Iteration 14Q: 3 clusters Score -2.047348e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -20473896.000000 Penalty: 5976.172363
	Iteration 15Q: 3 clusters Score -2.04739e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -20474208.000000 Penalty: 5976.172363
	Iteration 16Q: 3 clusters Score -2.047421e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117245 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -20474450.000000 Penalty: 5976.172363
	Iteration 17Q: 3 clusters Score -2.047445e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117937 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -20474674.000000 Penalty: 5976.172363
	Iteration 18Q: 3 clusters Score -2.047467e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118691 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -20474878.000000 Penalty: 5976.172363
	Iteration 19Q: 3 clusters Score -2.047488e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -20475066.000000 Penalty: 5976.172363
	Iteration 20F: 3 clusters Score -2.047507e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -20475346.000000 Penalty: 5976.172363
	Iteration 21Q: 3 clusters Score -2.047535e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -20475518.000000 Penalty: 5976.172363
	Iteration 22Q: 3 clusters Score -2.047552e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -20475724.000000 Penalty: 5976.172363
	Iteration 23Q: 3 clusters Score -2.047572e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122947 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -20475934.000000 Penalty: 5976.172363
	Iteration 24Q: 3 clusters Score -2.047593e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123989 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -20476202.000000 Penalty: 5976.172363
	Iteration 25Q: 3 clusters Score -2.04762e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -20476518.000000 Penalty: 5976.172363
	Iteration 26Q: 3 clusters Score -2.047652e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -20476858.000000 Penalty: 5976.172363
	Iteration 27Q: 3 clusters Score -2.047686e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127577 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -20477256.000000 Penalty: 5976.172363
	Iteration 28Q: 3 clusters Score -2.047726e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -20477682.000000 Penalty: 5976.172363
	Iteration 29Q: 3 clusters Score -2.047768e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130391 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -20478242.000000 Penalty: 5976.172363
	Iteration 30Q: 3 clusters Score -2.047824e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131908 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -20478754.000000 Penalty: 5976.172363
	Iteration 31Q: 3 clusters Score -2.047875e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133466 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -20479294.000000 Penalty: 5976.172363
	Iteration 32Q: 3 clusters Score -2.047929e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135096 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -20479888.000000 Penalty: 5976.172363
	Iteration 33Q: 3 clusters Score -2.047989e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -20480514.000000 Penalty: 5976.172363
	Iteration 34Q: 3 clusters Score -2.048051e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138320 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -20481174.000000 Penalty: 5976.172363
	Iteration 35Q: 3 clusters Score -2.048117e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139899 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -20481744.000000 Penalty: 5976.172363
	Iteration 36Q: 3 clusters Score -2.048174e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -20482358.000000 Penalty: 5976.172363
	Iteration 37Q: 3 clusters Score -2.048236e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -20482978.000000 Penalty: 5976.172363
	Iteration 38Q: 3 clusters Score -2.048298e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144383 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -20483602.000000 Penalty: 5976.172363
	Iteration 39Q: 3 clusters Score -2.04836e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145777 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -20484134.000000 Penalty: 5976.172363
	Iteration 40F: 3 clusters Score -2.048413e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -20484592.000000 Penalty: 5976.172363
	Iteration 41Q: 3 clusters Score -2.048459e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148409 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -20484982.000000 Penalty: 5976.172363
	Iteration 42Q: 3 clusters Score -2.048498e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -20485350.000000 Penalty: 5976.172363
	Iteration 43Q: 3 clusters Score -2.048535e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150737 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -20485538.000000 Penalty: 5976.172363
	Iteration 44Q: 3 clusters Score -2.048554e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -20485782.000000 Penalty: 5976.172363
	Iteration 45Q: 3 clusters Score -2.048578e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -20485990.000000 Penalty: 5976.172363
	Iteration 46Q: 3 clusters Score -2.048599e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -20486276.000000 Penalty: 5976.172363
	Iteration 47Q: 3 clusters Score -2.048628e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -20486420.000000 Penalty: 5976.172363
	Iteration 48Q: 3 clusters Score -2.048642e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -20486646.000000 Penalty: 5976.172363
	Iteration 49Q: 3 clusters Score -2.048665e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -20486750.000000 Penalty: 5976.172363
	Iteration 50Q: 3 clusters Score -2.048675e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157040 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -20486998.000000 Penalty: 5976.172363
	Iteration 51Q: 3 clusters Score -2.0487e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157801 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -20487146.000000 Penalty: 5976.172363
	Iteration 52Q: 3 clusters Score -2.048715e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158550 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -20487288.000000 Penalty: 5976.172363
	Iteration 53Q: 3 clusters Score -2.048729e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159209 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -20487452.000000 Penalty: 5976.172363
	Iteration 54Q: 3 clusters Score -2.048745e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159818 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -20487482.000000 Penalty: 5976.172363
	Iteration 55Q: 3 clusters Score -2.048748e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -20487610.000000 Penalty: 5976.172363
	Iteration 56Q: 3 clusters Score -2.048761e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -20487790.000000 Penalty: 5976.172363
	Iteration 57Q: 3 clusters Score -2.048779e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -20487886.000000 Penalty: 5976.172363
	Iteration 58Q: 3 clusters Score -2.048789e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162005 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -20487982.000000 Penalty: 5976.172363
	Iteration 59Q: 3 clusters Score -2.048798e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -20488126.000000 Penalty: 5976.172363
	Iteration 60F: 3 clusters Score -2.048813e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162919 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -20488244.000000 Penalty: 5976.172363
	Iteration 61Q: 3 clusters Score -2.048824e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -20488326.000000 Penalty: 5976.172363
	Iteration 62Q: 3 clusters Score -2.048833e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -20488332.000000 Penalty: 5976.172363
	Iteration 63Q: 3 clusters Score -2.048833e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -20488412.000000 Penalty: 5976.172363
	Iteration 64Q: 3 clusters Score -2.048841e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -20488494.000000 Penalty: 5976.172363
	Iteration 65Q: 3 clusters Score -2.048849e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164595 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -20488504.000000 Penalty: 5976.172363
	Iteration 66Q: 3 clusters Score -2.04885e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -20488506.000000 Penalty: 5976.172363
	Iteration 67Q: 3 clusters Score -2.048851e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -20488550.000000 Penalty: 5976.172363
	Iteration 68Q: 3 clusters Score -2.048855e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165148 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -20488570.000000 Penalty: 5976.172363
	Iteration 69Q: 3 clusters Score -2.048857e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165261 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -20488588.000000 Penalty: 5976.172363
	Iteration 70Q: 3 clusters Score -2.048859e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165343 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -20488628.000000 Penalty: 5976.172363
	Iteration 71Q: 3 clusters Score -2.048863e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -20488610.000000 Penalty: 5976.172363
	Iteration 72Q: 3 clusters Score -2.048861e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165513 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -20488662.000000 Penalty: 5976.172363
	Iteration 73Q: 3 clusters Score -2.048866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -20488686.000000 Penalty: 5976.172363
	Iteration 74Q: 3 clusters Score -2.048869e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -20488706.000000 Penalty: 5976.172363
	Iteration 75Q: 3 clusters Score -2.048871e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -20488730.000000 Penalty: 5976.172363
	Iteration 76Q: 3 clusters Score -2.048873e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -20488766.000000 Penalty: 5976.172363
	Iteration 77Q: 3 clusters Score -2.048877e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165946 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -20488770.000000 Penalty: 5976.172363
	Iteration 78Q: 3 clusters Score -2.048877e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166028 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -20488784.000000 Penalty: 5976.172363
	Iteration 79Q: 3 clusters Score -2.048878e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166113 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -20488774.000000 Penalty: 5976.172363
	Iteration 80F: 3 clusters Score -2.048877e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166189 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -20488790.000000 Penalty: 5976.172363
	Iteration 81Q: 3 clusters Score -2.048879e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166253 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -20488780.000000 Penalty: 5976.172363
	Iteration 82Q: 3 clusters Score -2.048878e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166316 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -20488780.000000 Penalty: 5976.172363
	Iteration 83Q: 3 clusters Score -2.048878e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -20488780.000000 Penalty: 5976.172363
	Iteration 84Q: 3 clusters Score -2.048878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -20488782.000000 Penalty: 5976.172363
	Iteration 85Q: 3 clusters Score -2.048878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166450 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -20488778.000000 Penalty: 5976.172363
	Iteration 86Q: 3 clusters Score -2.048878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -20488780.000000 Penalty: 5976.172363
	Iteration 87Q: 3 clusters Score -2.048878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -20488790.000000 Penalty: 5976.172363
	Iteration 88Q: 3 clusters Score -2.048879e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -20488800.000000 Penalty: 5976.172363
	Iteration 89Q: 3 clusters Score -2.04888e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -20488816.000000 Penalty: 5976.172363
	Iteration 90Q: 3 clusters Score -2.048882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -20488794.000000 Penalty: 5976.172363
	Iteration 91Q: 3 clusters Score -2.048879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166617 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -20488818.000000 Penalty: 5976.172363
	Iteration 92Q: 3 clusters Score -2.048882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -20488816.000000 Penalty: 5976.172363
	Iteration 93Q: 3 clusters Score -2.048882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -20488816.000000 Penalty: 5976.172363
	Iteration 94Q: 3 clusters Score -2.048882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -20488836.000000 Penalty: 5976.172363
	Iteration 95Q: 3 clusters Score -2.048884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -20488844.000000 Penalty: 5976.172363
	Iteration 96Q: 3 clusters Score -2.048884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -20488842.000000 Penalty: 5976.172363
	Iteration 97Q: 3 clusters Score -2.048884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -20488836.000000 Penalty: 5976.172363
	Iteration 98Q: 3 clusters Score -2.048884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -20488828.000000 Penalty: 5976.172363
	Iteration 99Q: 3 clusters Score -2.048883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166678 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -20488818.000000 Penalty: 5976.172363
	Iteration 100F: 3 clusters Score -2.048882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166682 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20488820.000000 Penalty: 5976.172363
	Iteration 101Q: 3 clusters Score -2.048882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166688 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -20488820.000000 Penalty: 5976.172363
	Iteration 102Q: 3 clusters Score -2.048882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -20488814.000000 Penalty: 5976.172363
	Iteration 103Q: 3 clusters Score -2.048881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -20488820.000000 Penalty: 5976.172363
	Iteration 104Q: 3 clusters Score -2.048882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -20488812.000000 Penalty: 5976.172363
	Iteration 105Q: 3 clusters Score -2.048881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -20488812.000000 Penalty: 5976.172363
	Iteration 106F: 3 clusters Score -2.048881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Entering Unmasked Estep 
Score: -11512772.000000 Penalty: 2847.126953
	Iteration 0F: 2 clusters Score -1.151277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -11447785.000000 Penalty: 5694.253906
	Iteration 0F: 3 clusters Score -1.144778e+07 nChanged 45822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -11474014.000000 Penalty: 5694.253906
	Iteration 1F: 3 clusters Score -1.147401e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -11474953.000000 Penalty: 5694.253906
	Iteration 2Q: 3 clusters Score -1.147495e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -11476312.000000 Penalty: 5694.253906
	Iteration 3Q: 3 clusters Score -1.147631e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -11478407.000000 Penalty: 5694.253906
	Iteration 4Q: 3 clusters Score -1.147841e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -11481991.000000 Penalty: 5694.253906
	Iteration 5F: 3 clusters Score -1.148199e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -11487754.000000 Penalty: 5694.253906
	Iteration 6F: 3 clusters Score -1.148775e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -11494530.000000 Penalty: 5694.253906
	Iteration 7F: 3 clusters Score -1.149453e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -11500915.000000 Penalty: 5694.253906
	Iteration 8F: 3 clusters Score -1.150092e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -11505452.000000 Penalty: 5694.253906
	Iteration 9F: 3 clusters Score -1.150545e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -11507998.000000 Penalty: 5694.253906
	Iteration 10Q: 3 clusters Score -1.1508e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -11509214.000000 Penalty: 5694.253906
	Iteration 11Q: 3 clusters Score -1.150921e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11509795.000000 Penalty: 5694.253906
	Iteration 12Q: 3 clusters Score -1.15098e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11510057.000000 Penalty: 5694.253906
	Iteration 13Q: 3 clusters Score -1.151006e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11510198.000000 Penalty: 5694.253906
	Iteration 14Q: 3 clusters Score -1.15102e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11510314.000000 Penalty: 5694.253906
	Iteration 15Q: 3 clusters Score -1.151031e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11510366.000000 Penalty: 5694.253906
	Iteration 16Q: 3 clusters Score -1.151037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11510412.000000 Penalty: 5694.253906
	Iteration 17Q: 3 clusters Score -1.151041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11510430.000000 Penalty: 5694.253906
	Iteration 18Q: 3 clusters Score -1.151043e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11510455.000000 Penalty: 5694.253906
	Iteration 19Q: 3 clusters Score -1.151046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11510478.000000 Penalty: 5694.253906
	Iteration 20F: 3 clusters Score -1.151048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11510474.000000 Penalty: 5694.253906
	Iteration 21Q: 3 clusters Score -1.151047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11510492.000000 Penalty: 5694.253906
	Iteration 22Q: 3 clusters Score -1.151049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11510513.000000 Penalty: 5694.253906
	Iteration 23Q: 3 clusters Score -1.151051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11510522.000000 Penalty: 5694.253906
	Iteration 24Q: 3 clusters Score -1.151052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11510529.000000 Penalty: 5694.253906
	Iteration 25Q: 3 clusters Score -1.151053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11510539.000000 Penalty: 5694.253906
	Iteration 26Q: 3 clusters Score -1.151054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11510540.000000 Penalty: 5694.253906
	Iteration 27Q: 3 clusters Score -1.151054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11510549.000000 Penalty: 5694.253906
	Iteration 28Q: 3 clusters Score -1.151055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11510549.000000 Penalty: 5694.253906
	Iteration 29Q: 3 clusters Score -1.151055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11510549.000000 Penalty: 5694.253906
	Iteration 30Q: 3 clusters Score -1.151055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11510555.000000 Penalty: 5694.253906
	Iteration 31Q: 3 clusters Score -1.151056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11510555.000000 Penalty: 5694.253906
	Iteration 32Q: 3 clusters Score -1.151056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11510548.000000 Penalty: 5694.253906
	Iteration 33Q: 3 clusters Score -1.151055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11510549.000000 Penalty: 5694.253906
	Iteration 34Q: 3 clusters Score -1.151055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11510549.000000 Penalty: 5694.253906
	Iteration 35F: 3 clusters Score -1.151055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Entering Unmasked Estep 
Score: -5485649.000000 Penalty: 2666.785645
	Iteration 0F: 2 clusters Score -5485649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5453950.500000 Penalty: 5333.571289
	Iteration 0F: 3 clusters Score -5453950 nChanged 21678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5465968.500000 Penalty: 5333.571289
	Iteration 1F: 3 clusters Score -5465968 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5466966.500000 Penalty: 5333.571289
	Iteration 2F: 3 clusters Score -5466966 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -5468241.500000 Penalty: 5333.571289
	Iteration 3F: 3 clusters Score -5468242 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5470024.500000 Penalty: 5333.571289
	Iteration 4F: 3 clusters Score -5470024 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -5471925.000000 Penalty: 5333.571289
	Iteration 5F: 3 clusters Score -5471925 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5473737.500000 Penalty: 5333.571289
	Iteration 6F: 3 clusters Score -5473738 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5475096.000000 Penalty: 5333.571289
	Iteration 7F: 3 clusters Score -5475096 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -5476060.500000 Penalty: 5333.571289
	Iteration 8Q: 3 clusters Score -5476060 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -5476744.000000 Penalty: 5333.571289
	Iteration 9Q: 3 clusters Score -5476744 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -5477305.500000 Penalty: 5333.571289
	Iteration 10Q: 3 clusters Score -5477306 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -5477800.000000 Penalty: 5333.571289
	Iteration 11Q: 3 clusters Score -5477800 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -5478309.500000 Penalty: 5333.571289
	Iteration 12Q: 3 clusters Score -5478310 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -5478919.500000 Penalty: 5333.571289
	Iteration 13Q: 3 clusters Score -5478920 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5479539.000000 Penalty: 5333.571289
	Iteration 14Q: 3 clusters Score -5479539 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -5480289.500000 Penalty: 5333.571289
	Iteration 15Q: 3 clusters Score -5480290 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -5481012.000000 Penalty: 5333.571289
	Iteration 16Q: 3 clusters Score -5481012 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5481627.000000 Penalty: 5333.571289
	Iteration 17Q: 3 clusters Score -5481627 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5482150.500000 Penalty: 5333.571289
	Iteration 18Q: 3 clusters Score -5482150 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5482522.000000 Penalty: 5333.571289
	Iteration 19Q: 3 clusters Score -5482522 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5482775.500000 Penalty: 5333.571289
	Iteration 20F: 3 clusters Score -5482776 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5482952.000000 Penalty: 5333.571289
	Iteration 21Q: 3 clusters Score -5482952 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5483107.500000 Penalty: 5333.571289
	Iteration 22Q: 3 clusters Score -5483108 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5483209.500000 Penalty: 5333.571289
	Iteration 23Q: 3 clusters Score -5483210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5483295.000000 Penalty: 5333.571289
	Iteration 24Q: 3 clusters Score -5483295 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5483359.000000 Penalty: 5333.571289
	Iteration 25Q: 3 clusters Score -5483359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5483406.500000 Penalty: 5333.571289
	Iteration 26Q: 3 clusters Score -5483406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5483436.500000 Penalty: 5333.571289
	Iteration 27Q: 3 clusters Score -5483436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5483456.000000 Penalty: 5333.571289
	Iteration 28Q: 3 clusters Score -5483456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5483462.000000 Penalty: 5333.571289
	Iteration 29Q: 3 clusters Score -5483462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5483476.500000 Penalty: 5333.571289
	Iteration 30Q: 3 clusters Score -5483476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5483472.500000 Penalty: 5333.571289
	Iteration 31Q: 3 clusters Score -5483472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5483474.500000 Penalty: 5333.571289
	Iteration 32Q: 3 clusters Score -5483474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5483477.000000 Penalty: 5333.571289
	Iteration 33Q: 3 clusters Score -5483477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5483476.000000 Penalty: 5333.571289
	Iteration 34Q: 3 clusters Score -5483476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5483476.000000 Penalty: 5333.571289
	Iteration 35Q: 3 clusters Score -5483476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5483479.500000 Penalty: 5333.571289
	Iteration 36Q: 3 clusters Score -5483480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5483484.000000 Penalty: 5333.571289
	Iteration 37Q: 3 clusters Score -5483484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5483484.500000 Penalty: 5333.571289
	Iteration 38Q: 3 clusters Score -5483484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5483494.000000 Penalty: 5333.571289
	Iteration 39Q: 3 clusters Score -5483494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5483492.000000 Penalty: 5333.571289
	Iteration 40F: 3 clusters Score -5483492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5483493.500000 Penalty: 5333.571289
	Iteration 41Q: 3 clusters Score -5483494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5483492.000000 Penalty: 5333.571289
	Iteration 42Q: 3 clusters Score -5483492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5483492.000000 Penalty: 5333.571289
	Iteration 43F: 3 clusters Score -5483492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Entering Unmasked Estep 
Score: -2455036.750000 Penalty: 2475.518311
	Iteration 0F: 2 clusters Score -2455037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2440046.250000 Penalty: 4951.036621
	Iteration 0F: 3 clusters Score -2440046 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2445208.250000 Penalty: 4951.036621
	Iteration 1F: 3 clusters Score -2445208 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2445715.250000 Penalty: 4951.036621
	Iteration 2F: 3 clusters Score -2445715 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2446136.000000 Penalty: 4951.036621
	Iteration 3Q: 3 clusters Score -2446136 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2446548.000000 Penalty: 4951.036621
	Iteration 4Q: 3 clusters Score -2446548 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2446995.750000 Penalty: 4951.036621
	Iteration 5Q: 3 clusters Score -2446996 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2447562.000000 Penalty: 4951.036621
	Iteration 6Q: 3 clusters Score -2447562 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2448236.000000 Penalty: 4951.036621
	Iteration 7Q: 3 clusters Score -2448236 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2449036.750000 Penalty: 4951.036621
	Iteration 8F: 3 clusters Score -2449037 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2449957.500000 Penalty: 4951.036621
	Iteration 9F: 3 clusters Score -2449958 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2450691.750000 Penalty: 4951.036621
	Iteration 10Q: 3 clusters Score -2450692 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2451185.250000 Penalty: 4951.036621
	Iteration 11Q: 3 clusters Score -2451185 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2451477.500000 Penalty: 4951.036621
	Iteration 12Q: 3 clusters Score -2451478 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2451645.250000 Penalty: 4951.036621
	Iteration 13Q: 3 clusters Score -2451645 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2451753.000000 Penalty: 4951.036621
	Iteration 14Q: 3 clusters Score -2451753 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2451846.750000 Penalty: 4951.036621
	Iteration 15Q: 3 clusters Score -2451847 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2451924.750000 Penalty: 4951.036621
	Iteration 16Q: 3 clusters Score -2451925 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2451991.250000 Penalty: 4951.036621
	Iteration 17Q: 3 clusters Score -2451991 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2452065.750000 Penalty: 4951.036621
	Iteration 18Q: 3 clusters Score -2452066 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2452159.500000 Penalty: 4951.036621
	Iteration 19Q: 3 clusters Score -2452160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2452221.250000 Penalty: 4951.036621
	Iteration 20F: 3 clusters Score -2452221 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2452281.250000 Penalty: 4951.036621
	Iteration 21Q: 3 clusters Score -2452281 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2452346.000000 Penalty: 4951.036621
	Iteration 22Q: 3 clusters Score -2452346 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2452389.500000 Penalty: 4951.036621
	Iteration 23Q: 3 clusters Score -2452390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2452431.250000 Penalty: 4951.036621
	Iteration 24Q: 3 clusters Score -2452431 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2452487.000000 Penalty: 4951.036621
	Iteration 25Q: 3 clusters Score -2452487 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2452536.000000 Penalty: 4951.036621
	Iteration 26Q: 3 clusters Score -2452536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2452578.000000 Penalty: 4951.036621
	Iteration 27Q: 3 clusters Score -2452578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2452628.250000 Penalty: 4951.036621
	Iteration 28Q: 3 clusters Score -2452628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2452656.750000 Penalty: 4951.036621
	Iteration 29Q: 3 clusters Score -2452657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2452691.250000 Penalty: 4951.036621
	Iteration 30Q: 3 clusters Score -2452691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2452710.000000 Penalty: 4951.036621
	Iteration 31Q: 3 clusters Score -2452710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2452736.000000 Penalty: 4951.036621
	Iteration 32Q: 3 clusters Score -2452736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2452757.750000 Penalty: 4951.036621
	Iteration 33Q: 3 clusters Score -2452758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2452768.750000 Penalty: 4951.036621
	Iteration 34Q: 3 clusters Score -2452769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2452783.000000 Penalty: 4951.036621
	Iteration 35Q: 3 clusters Score -2452783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2452789.750000 Penalty: 4951.036621
	Iteration 36Q: 3 clusters Score -2452790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2452802.000000 Penalty: 4951.036621
	Iteration 37Q: 3 clusters Score -2452802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2452806.750000 Penalty: 4951.036621
	Iteration 38Q: 3 clusters Score -2452807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2452812.500000 Penalty: 4951.036621
	Iteration 39Q: 3 clusters Score -2452812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2452820.000000 Penalty: 4951.036621
	Iteration 40F: 3 clusters Score -2452820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2452821.500000 Penalty: 4951.036621
	Iteration 41Q: 3 clusters Score -2452822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2452831.000000 Penalty: 4951.036621
	Iteration 42Q: 3 clusters Score -2452831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2452836.750000 Penalty: 4951.036621
	Iteration 43Q: 3 clusters Score -2452837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2452840.250000 Penalty: 4951.036621
	Iteration 44Q: 3 clusters Score -2452840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2452845.000000 Penalty: 4951.036621
	Iteration 45Q: 3 clusters Score -2452845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2452848.500000 Penalty: 4951.036621
	Iteration 46Q: 3 clusters Score -2452848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2452851.000000 Penalty: 4951.036621
	Iteration 47Q: 3 clusters Score -2452851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2452856.750000 Penalty: 4951.036621
	Iteration 48Q: 3 clusters Score -2452857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2452855.500000 Penalty: 4951.036621
	Iteration 49Q: 3 clusters Score -2452856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2452860.750000 Penalty: 4951.036621
	Iteration 50Q: 3 clusters Score -2452861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2452863.250000 Penalty: 4951.036621
	Iteration 51Q: 3 clusters Score -2452863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2452866.500000 Penalty: 4951.036621
	Iteration 52Q: 3 clusters Score -2452866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2452868.250000 Penalty: 4951.036621
	Iteration 53Q: 3 clusters Score -2452868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2452872.000000 Penalty: 4951.036621
	Iteration 54Q: 3 clusters Score -2452872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2452871.750000 Penalty: 4951.036621
	Iteration 55Q: 3 clusters Score -2452872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2452875.000000 Penalty: 4951.036621
	Iteration 56Q: 3 clusters Score -2452875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2452870.500000 Penalty: 4951.036621
	Iteration 57Q: 3 clusters Score -2452870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2452871.500000 Penalty: 4951.036621
	Iteration 58Q: 3 clusters Score -2452872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2452873.250000 Penalty: 4951.036621
	Iteration 59Q: 3 clusters Score -2452873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2452872.750000 Penalty: 4951.036621
	Iteration 60F: 3 clusters Score -2452873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2452879.750000 Penalty: 4951.036621
	Iteration 61Q: 3 clusters Score -2452880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2452878.250000 Penalty: 4951.036621
	Iteration 62Q: 3 clusters Score -2452878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2452875.000000 Penalty: 4951.036621
	Iteration 63Q: 3 clusters Score -2452875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2452883.250000 Penalty: 4951.036621
	Iteration 64Q: 3 clusters Score -2452883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2452884.250000 Penalty: 4951.036621
	Iteration 65Q: 3 clusters Score -2452884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2452880.250000 Penalty: 4951.036621
	Iteration 66Q: 3 clusters Score -2452880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2452883.500000 Penalty: 4951.036621
	Iteration 67Q: 3 clusters Score -2452884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2452883.750000 Penalty: 4951.036621
	Iteration 68Q: 3 clusters Score -2452884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2452888.750000 Penalty: 4951.036621
	Iteration 69Q: 3 clusters Score -2452889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2452889.500000 Penalty: 4951.036621
	Iteration 70Q: 3 clusters Score -2452890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2452891.500000 Penalty: 4951.036621
	Iteration 71Q: 3 clusters Score -2452892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2452889.750000 Penalty: 4951.036621
	Iteration 72Q: 3 clusters Score -2452890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2452889.750000 Penalty: 4951.036621
	Iteration 73Q: 3 clusters Score -2452890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2452891.750000 Penalty: 4951.036621
	Iteration 74Q: 3 clusters Score -2452892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2452893.250000 Penalty: 4951.036621
	Iteration 75Q: 3 clusters Score -2452893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2452895.250000 Penalty: 4951.036621
	Iteration 76Q: 3 clusters Score -2452895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2452898.000000 Penalty: 4951.036621
	Iteration 77Q: 3 clusters Score -2452898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2452892.250000 Penalty: 4951.036621
	Iteration 78Q: 3 clusters Score -2452892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2452896.500000 Penalty: 4951.036621
	Iteration 79Q: 3 clusters Score -2452896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2452897.750000 Penalty: 4951.036621
	Iteration 80F: 3 clusters Score -2452898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2452896.750000 Penalty: 4951.036621
	Iteration 81Q: 3 clusters Score -2452897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2452898.750000 Penalty: 4951.036621
	Iteration 82Q: 3 clusters Score -2452899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2452898.750000 Penalty: 4951.036621
	Iteration 83F: 3 clusters Score -2452899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (172204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172204 members 
Entering Unmasked Estep 
Score: -20834442.000000 Penalty: 2989.995850
	Iteration 0F: 2 clusters Score -2.083444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -20726490.000000 Penalty: 5979.991699
	Iteration 0F: 3 clusters Score -2.072649e+07 nChanged 82466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -20774608.000000 Penalty: 5979.991699
	Iteration 1F: 3 clusters Score -2.077461e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -20775938.000000 Penalty: 5979.991699
	Iteration 2Q: 3 clusters Score -2.077594e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -20777366.000000 Penalty: 5979.991699
	Iteration 3Q: 3 clusters Score -2.077737e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -20779710.000000 Penalty: 5979.991699
	Iteration 4Q: 3 clusters Score -2.077971e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -20783108.000000 Penalty: 5979.991699
	Iteration 5Q: 3 clusters Score -2.078311e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -20788028.000000 Penalty: 5979.991699
	Iteration 6F: 3 clusters Score -2.078803e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 117313 members 
Entering Unmasked Estep 
Score: -20794668.000000 Penalty: 5979.991699
	Iteration 7F: 3 clusters Score -2.079467e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 127492 members 
Entering Unmasked Estep 
Score: -20802278.000000 Penalty: 5979.991699
	Iteration 8F: 3 clusters Score -2.080228e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -20810280.000000 Penalty: 5979.991699
	Iteration 9F: 3 clusters Score -2.081028e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -20817818.000000 Penalty: 5979.991699
	Iteration 10F: 3 clusters Score -2.081782e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -20823544.000000 Penalty: 5979.991699
	Iteration 11Q: 3 clusters Score -2.082354e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 162830 members 
Entering Unmasked Estep 
Score: -20827208.000000 Penalty: 5979.991699
	Iteration 12Q: 3 clusters Score -2.082721e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -20829572.000000 Penalty: 5979.991699
	Iteration 13Q: 3 clusters Score -2.082957e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 169343 members 
Entering Unmasked Estep 
Score: -20830656.000000 Penalty: 5979.991699
	Iteration 14Q: 3 clusters Score -2.083066e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 170516 members 
Entering Unmasked Estep 
Score: -20831134.000000 Penalty: 5979.991699
	Iteration 15Q: 3 clusters Score -2.083113e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -20831424.000000 Penalty: 5979.991699
	Iteration 16Q: 3 clusters Score -2.083142e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -20831608.000000 Penalty: 5979.991699
	Iteration 17Q: 3 clusters Score -2.083161e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171518 members 
Entering Unmasked Estep 
Score: -20831714.000000 Penalty: 5979.991699
	Iteration 18Q: 3 clusters Score -2.083171e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 171589 members 
Entering Unmasked Estep 
Score: -20831774.000000 Penalty: 5979.991699
	Iteration 19Q: 3 clusters Score -2.083177e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 171640 members 
Entering Unmasked Estep 
Score: -20831852.000000 Penalty: 5979.991699
	Iteration 20F: 3 clusters Score -2.083185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 171672 members 
Entering Unmasked Estep 
Score: -20831898.000000 Penalty: 5979.991699
	Iteration 21Q: 3 clusters Score -2.08319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -20831904.000000 Penalty: 5979.991699
	Iteration 22Q: 3 clusters Score -2.08319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 171706 members 
Entering Unmasked Estep 
Score: -20831942.000000 Penalty: 5979.991699
	Iteration 23Q: 3 clusters Score -2.083194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 171709 members 
Entering Unmasked Estep 
Score: -20831950.000000 Penalty: 5979.991699
	Iteration 24Q: 3 clusters Score -2.083195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -20831946.000000 Penalty: 5979.991699
	Iteration 25Q: 3 clusters Score -2.083195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -20831966.000000 Penalty: 5979.991699
	Iteration 26Q: 3 clusters Score -2.083197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -20831972.000000 Penalty: 5979.991699
	Iteration 27Q: 3 clusters Score -2.083197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -20831988.000000 Penalty: 5979.991699
	Iteration 28Q: 3 clusters Score -2.083199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -20831994.000000 Penalty: 5979.991699
	Iteration 29Q: 3 clusters Score -2.083199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -20831980.000000 Penalty: 5979.991699
	Iteration 30Q: 3 clusters Score -2.083198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -20831980.000000 Penalty: 5979.991699
	Iteration 31Q: 3 clusters Score -2.083198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -20831982.000000 Penalty: 5979.991699
	Iteration 32Q: 3 clusters Score -2.083198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 171727 members 
Entering Unmasked Estep 
Score: -20831980.000000 Penalty: 5979.991699
	Iteration 33Q: 3 clusters Score -2.083198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 171730 members 
Entering Unmasked Estep 
Score: -20831972.000000 Penalty: 5979.991699
	Iteration 34Q: 3 clusters Score -2.083197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 171728 members 
Entering Unmasked Estep 
Score: -20831974.000000 Penalty: 5979.991699
	Iteration 35Q: 3 clusters Score -2.083197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -20831990.000000 Penalty: 5979.991699
	Iteration 36Q: 3 clusters Score -2.083199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -20831998.000000 Penalty: 5979.991699
	Iteration 37Q: 3 clusters Score -2.0832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -20831998.000000 Penalty: 5979.991699
	Iteration 38F: 3 clusters Score -2.0832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Entering Unmasked Estep 
Score: -1807430.000000 Penalty: 2403.668457
	Iteration 0F: 2 clusters Score -1807430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1795881.125000 Penalty: 4807.336914
	Iteration 0F: 3 clusters Score -1795881 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1799918.500000 Penalty: 4807.336914
	Iteration 1F: 3 clusters Score -1799918 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1800585.375000 Penalty: 4807.336914
	Iteration 2F: 3 clusters Score -1800585 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1801248.125000 Penalty: 4807.336914
	Iteration 3F: 3 clusters Score -1801248 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1801909.125000 Penalty: 4807.336914
	Iteration 4F: 3 clusters Score -1801909 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1802651.000000 Penalty: 4807.336914
	Iteration 5F: 3 clusters Score -1802651 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1803458.500000 Penalty: 4807.336914
	Iteration 6F: 3 clusters Score -1803458 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1804278.125000 Penalty: 4807.336914
	Iteration 7F: 3 clusters Score -1804278 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1804872.500000 Penalty: 4807.336914
	Iteration 8F: 3 clusters Score -1804872 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1805273.500000 Penalty: 4807.336914
	Iteration 9Q: 3 clusters Score -1805274 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1805504.250000 Penalty: 4807.336914
	Iteration 10Q: 3 clusters Score -1805504 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1805636.250000 Penalty: 4807.336914
	Iteration 11Q: 3 clusters Score -1805636 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1805718.625000 Penalty: 4807.336914
	Iteration 12Q: 3 clusters Score -1805719 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1805770.625000 Penalty: 4807.336914
	Iteration 13Q: 3 clusters Score -1805771 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1805793.125000 Penalty: 4807.336914
	Iteration 14Q: 3 clusters Score -1805793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1805807.250000 Penalty: 4807.336914
	Iteration 15Q: 3 clusters Score -1805807 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1805824.000000 Penalty: 4807.336914
	Iteration 16Q: 3 clusters Score -1805824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1805842.000000 Penalty: 4807.336914
	Iteration 17Q: 3 clusters Score -1805842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1805853.250000 Penalty: 4807.336914
	Iteration 18Q: 3 clusters Score -1805853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1805863.000000 Penalty: 4807.336914
	Iteration 19Q: 3 clusters Score -1805863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1805871.625000 Penalty: 4807.336914
	Iteration 20F: 3 clusters Score -1805872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1805874.000000 Penalty: 4807.336914
	Iteration 21Q: 3 clusters Score -1805874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1805883.250000 Penalty: 4807.336914
	Iteration 22Q: 3 clusters Score -1805883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1805887.000000 Penalty: 4807.336914
	Iteration 23Q: 3 clusters Score -1805887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1805890.500000 Penalty: 4807.336914
	Iteration 24Q: 3 clusters Score -1805890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1805900.000000 Penalty: 4807.336914
	Iteration 25Q: 3 clusters Score -1805900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1805902.250000 Penalty: 4807.336914
	Iteration 26Q: 3 clusters Score -1805902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1805910.375000 Penalty: 4807.336914
	Iteration 27Q: 3 clusters Score -1805910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1805911.250000 Penalty: 4807.336914
	Iteration 28Q: 3 clusters Score -1805911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1805925.125000 Penalty: 4807.336914
	Iteration 29Q: 3 clusters Score -1805925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1805926.000000 Penalty: 4807.336914
	Iteration 30Q: 3 clusters Score -1805926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1805928.375000 Penalty: 4807.336914
	Iteration 31Q: 3 clusters Score -1805928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1805931.250000 Penalty: 4807.336914
	Iteration 32Q: 3 clusters Score -1805931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1805940.375000 Penalty: 4807.336914
	Iteration 33Q: 3 clusters Score -1805940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1805940.875000 Penalty: 4807.336914
	Iteration 34Q: 3 clusters Score -1805941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1805948.875000 Penalty: 4807.336914
	Iteration 35Q: 3 clusters Score -1805949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1805953.875000 Penalty: 4807.336914
	Iteration 36Q: 3 clusters Score -1805954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1805954.875000 Penalty: 4807.336914
	Iteration 37Q: 3 clusters Score -1805955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1805966.000000 Penalty: 4807.336914
	Iteration 38Q: 3 clusters Score -1805966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1805968.875000 Penalty: 4807.336914
	Iteration 39Q: 3 clusters Score -1805969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1805985.250000 Penalty: 4807.336914
	Iteration 40F: 3 clusters Score -1805985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1805992.250000 Penalty: 4807.336914
	Iteration 41Q: 3 clusters Score -1805992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1806027.250000 Penalty: 4807.336914
	Iteration 42Q: 3 clusters Score -1806027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1806056.750000 Penalty: 4807.336914
	Iteration 43Q: 3 clusters Score -1806057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1806084.625000 Penalty: 4807.336914
	Iteration 44Q: 3 clusters Score -1806085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1806117.625000 Penalty: 4807.336914
	Iteration 45Q: 3 clusters Score -1806118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1806156.625000 Penalty: 4807.336914
	Iteration 46Q: 3 clusters Score -1806157 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1806196.000000 Penalty: 4807.336914
	Iteration 47Q: 3 clusters Score -1806196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1806222.250000 Penalty: 4807.336914
	Iteration 48Q: 3 clusters Score -1806222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1806238.000000 Penalty: 4807.336914
	Iteration 49Q: 3 clusters Score -1806238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1806254.375000 Penalty: 4807.336914
	Iteration 50Q: 3 clusters Score -1806254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1806265.125000 Penalty: 4807.336914
	Iteration 51Q: 3 clusters Score -1806265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1806279.000000 Penalty: 4807.336914
	Iteration 52Q: 3 clusters Score -1806279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1806289.125000 Penalty: 4807.336914
	Iteration 53Q: 3 clusters Score -1806289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1806296.375000 Penalty: 4807.336914
	Iteration 54Q: 3 clusters Score -1806296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1806300.250000 Penalty: 4807.336914
	Iteration 55Q: 3 clusters Score -1806300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1806311.000000 Penalty: 4807.336914
	Iteration 56Q: 3 clusters Score -1806311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1806313.375000 Penalty: 4807.336914
	Iteration 57Q: 3 clusters Score -1806313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1806318.750000 Penalty: 4807.336914
	Iteration 58Q: 3 clusters Score -1806319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1806324.000000 Penalty: 4807.336914
	Iteration 59Q: 3 clusters Score -1806324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1806333.250000 Penalty: 4807.336914
	Iteration 60F: 3 clusters Score -1806333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1806339.625000 Penalty: 4807.336914
	Iteration 61Q: 3 clusters Score -1806340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1806345.000000 Penalty: 4807.336914
	Iteration 62Q: 3 clusters Score -1806345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1806356.125000 Penalty: 4807.336914
	Iteration 63Q: 3 clusters Score -1806356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1806362.375000 Penalty: 4807.336914
	Iteration 64Q: 3 clusters Score -1806362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1806371.500000 Penalty: 4807.336914
	Iteration 65Q: 3 clusters Score -1806372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1806382.375000 Penalty: 4807.336914
	Iteration 66Q: 3 clusters Score -1806382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1806387.000000 Penalty: 4807.336914
	Iteration 67Q: 3 clusters Score -1806387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1806392.375000 Penalty: 4807.336914
	Iteration 68Q: 3 clusters Score -1806392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1806391.375000 Penalty: 4807.336914
	Iteration 69Q: 3 clusters Score -1806391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1806401.500000 Penalty: 4807.336914
	Iteration 70Q: 3 clusters Score -1806402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1806404.000000 Penalty: 4807.336914
	Iteration 71Q: 3 clusters Score -1806404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1806401.500000 Penalty: 4807.336914
	Iteration 72Q: 3 clusters Score -1806402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1806403.875000 Penalty: 4807.336914
	Iteration 73Q: 3 clusters Score -1806404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1806409.875000 Penalty: 4807.336914
	Iteration 74Q: 3 clusters Score -1806410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1806408.250000 Penalty: 4807.336914
	Iteration 75Q: 3 clusters Score -1806408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1806414.875000 Penalty: 4807.336914
	Iteration 76Q: 3 clusters Score -1806415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1806408.125000 Penalty: 4807.336914
	Iteration 77Q: 3 clusters Score -1806408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1806411.625000 Penalty: 4807.336914
	Iteration 78Q: 3 clusters Score -1806412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1806411.125000 Penalty: 4807.336914
	Iteration 79Q: 3 clusters Score -1806411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1806416.750000 Penalty: 4807.336914
	Iteration 80F: 3 clusters Score -1806417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1806421.750000 Penalty: 4807.336914
	Iteration 81Q: 3 clusters Score -1806422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1806422.375000 Penalty: 4807.336914
	Iteration 82Q: 3 clusters Score -1806422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1806423.000000 Penalty: 4807.336914
	Iteration 83Q: 3 clusters Score -1806423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1806428.125000 Penalty: 4807.336914
	Iteration 84Q: 3 clusters Score -1806428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1806425.875000 Penalty: 4807.336914
	Iteration 85Q: 3 clusters Score -1806426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1806430.750000 Penalty: 4807.336914
	Iteration 86Q: 3 clusters Score -1806431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1806434.500000 Penalty: 4807.336914
	Iteration 87Q: 3 clusters Score -1806434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1806434.500000 Penalty: 4807.336914
	Iteration 88Q: 3 clusters Score -1806434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1806433.750000 Penalty: 4807.336914
	Iteration 89Q: 3 clusters Score -1806434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1806432.500000 Penalty: 4807.336914
	Iteration 90Q: 3 clusters Score -1806432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1806434.500000 Penalty: 4807.336914
	Iteration 91Q: 3 clusters Score -1806434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1806431.750000 Penalty: 4807.336914
	Iteration 92Q: 3 clusters Score -1806432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1806429.875000 Penalty: 4807.336914
	Iteration 93Q: 3 clusters Score -1806430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1806429.875000 Penalty: 4807.336914
	Iteration 94Q: 3 clusters Score -1806430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1806432.750000 Penalty: 4807.336914
	Iteration 95Q: 3 clusters Score -1806433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1806432.250000 Penalty: 4807.336914
	Iteration 96Q: 3 clusters Score -1806432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1806436.000000 Penalty: 4807.336914
	Iteration 97Q: 3 clusters Score -1806436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1806437.250000 Penalty: 4807.336914
	Iteration 98Q: 3 clusters Score -1806437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1806437.875000 Penalty: 4807.336914
	Iteration 99Q: 3 clusters Score -1806438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1806439.250000 Penalty: 4807.336914
	Iteration 100F: 3 clusters Score -1806439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1806441.625000 Penalty: 4807.336914
	Iteration 101Q: 3 clusters Score -1806442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1806442.625000 Penalty: 4807.336914
	Iteration 102Q: 3 clusters Score -1806443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1806442.500000 Penalty: 4807.336914
	Iteration 103Q: 3 clusters Score -1806442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1806444.875000 Penalty: 4807.336914
	Iteration 104Q: 3 clusters Score -1806445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1806443.875000 Penalty: 4807.336914
	Iteration 105Q: 3 clusters Score -1806444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1806443.875000 Penalty: 4807.336914
	Iteration 106Q: 3 clusters Score -1806444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1806442.500000 Penalty: 4807.336914
	Iteration 107Q: 3 clusters Score -1806442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1806442.500000 Penalty: 4807.336914
	Iteration 108Q: 3 clusters Score -1806442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1806440.625000 Penalty: 4807.336914
	Iteration 109Q: 3 clusters Score -1806441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1806439.750000 Penalty: 4807.336914
	Iteration 110Q: 3 clusters Score -1806440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1806439.750000 Penalty: 4807.336914
	Iteration 111F: 3 clusters Score -1806440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24397.457031 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24397.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24485.931641 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24485.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24514.626953 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24514.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24532.613281 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24532.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24532.613281 Penalty: 2732.656738
	Iteration 4F: 3 clusters Score -24532.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -117514.640625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -117514.6 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 550 members 
Entering Unmasked Estep 
Score: -115533.140625 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -115533.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115894.367188 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -115894.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115950.125000 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -115950.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -115976.382812 Penalty: 3460.268555
	Iteration 3Q: 3 clusters Score -115976.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116002.734375 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -116002.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116035.789062 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -116035.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116052.390625 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -116052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116059.015625 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -116059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116067.570312 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -116067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116075.023438 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -116075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116078.789062 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -116078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -116080.539062 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -116080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116084.750000 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -116084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116092.968750 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -116093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116107.039062 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -116107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116118.867188 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -116118.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116134.617188 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -116134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -116156.351562 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -116156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116180.234375 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -116180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116193.531250 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -116193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116202.585938 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -116202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116209.992188 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -116210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116211.765625 Penalty: 3460.268555
	Iteration 22Q: 3 clusters Score -116211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116218.851562 Penalty: 3460.268555
	Iteration 23Q: 3 clusters Score -116218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116229.585938 Penalty: 3460.268555
	Iteration 24Q: 3 clusters Score -116229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116239.890625 Penalty: 3460.268555
	Iteration 25Q: 3 clusters Score -116239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116257.734375 Penalty: 3460.268555
	Iteration 26Q: 3 clusters Score -116257.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116301.187500 Penalty: 3460.268555
	Iteration 27Q: 3 clusters Score -116301.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116365.265625 Penalty: 3460.268555
	Iteration 28Q: 3 clusters Score -116365.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116443.851562 Penalty: 3460.268555
	Iteration 29Q: 3 clusters Score -116443.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116497.359375 Penalty: 3460.268555
	Iteration 30Q: 3 clusters Score -116497.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116538.703125 Penalty: 3460.268555
	Iteration 31Q: 3 clusters Score -116538.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -116586.210938 Penalty: 3460.268555
	Iteration 32Q: 3 clusters Score -116586.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116688.734375 Penalty: 3460.268555
	Iteration 33Q: 3 clusters Score -116688.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116831.843750 Penalty: 3460.268555
	Iteration 34Q: 3 clusters Score -116831.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116951.164062 Penalty: 3460.268555
	Iteration 35Q: 3 clusters Score -116951.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117043.531250 Penalty: 3460.268555
	Iteration 36Q: 3 clusters Score -117043.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117139.187500 Penalty: 3460.268555
	Iteration 37Q: 3 clusters Score -117139.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117211.195312 Penalty: 3460.268555
	Iteration 38Q: 3 clusters Score -117211.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -117271.539062 Penalty: 3460.268555
	Iteration 39Q: 3 clusters Score -117271.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117360.960938 Penalty: 3460.268555
	Iteration 40F: 3 clusters Score -117361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117416.250000 Penalty: 3460.268555
	Iteration 41Q: 3 clusters Score -117416.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117447.695312 Penalty: 3460.268555
	Iteration 42Q: 3 clusters Score -117447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117455.429688 Penalty: 3460.268555
	Iteration 43Q: 3 clusters Score -117455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -117467.632812 Penalty: 3460.268555
	Iteration 44Q: 3 clusters Score -117467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -117477.609375 Penalty: 3460.268555
	Iteration 45Q: 3 clusters Score -117477.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117479.062500 Penalty: 3460.268555
	Iteration 46Q: 3 clusters Score -117479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117479.062500 Penalty: 3460.268555
	Iteration 47F: 3 clusters Score -117479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (81869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Entering Unmasked Estep 
Score: -9704699.000000 Penalty: 2805.593262
	Iteration 0F: 2 clusters Score -9704699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -9650200.000000 Penalty: 5611.186523
	Iteration 0F: 3 clusters Score -9650200 nChanged 38430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -9671790.000000 Penalty: 5611.186523
	Iteration 1F: 3 clusters Score -9671790 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -9672454.000000 Penalty: 5611.186523
	Iteration 2Q: 3 clusters Score -9672454 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -9673067.000000 Penalty: 5611.186523
	Iteration 3Q: 3 clusters Score -9673067 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -9673597.000000 Penalty: 5611.186523
	Iteration 4Q: 3 clusters Score -9673597 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -9674230.000000 Penalty: 5611.186523
	Iteration 5Q: 3 clusters Score -9674230 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -9675018.000000 Penalty: 5611.186523
	Iteration 6Q: 3 clusters Score -9675018 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -9675929.000000 Penalty: 5611.186523
	Iteration 7Q: 3 clusters Score -9675929 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -9677114.000000 Penalty: 5611.186523
	Iteration 8Q: 3 clusters Score -9677114 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -9678524.000000 Penalty: 5611.186523
	Iteration 9Q: 3 clusters Score -9678524 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -9680305.000000 Penalty: 5611.186523
	Iteration 10Q: 3 clusters Score -9680305 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -9682108.000000 Penalty: 5611.186523
	Iteration 11Q: 3 clusters Score -9682108 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -9683731.000000 Penalty: 5611.186523
	Iteration 12Q: 3 clusters Score -9683731 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -9685142.000000 Penalty: 5611.186523
	Iteration 13Q: 3 clusters Score -9685142 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -9686437.000000 Penalty: 5611.186523
	Iteration 14Q: 3 clusters Score -9686437 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -9687542.000000 Penalty: 5611.186523
	Iteration 15Q: 3 clusters Score -9687542 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -9688671.000000 Penalty: 5611.186523
	Iteration 16Q: 3 clusters Score -9688671 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -9689741.000000 Penalty: 5611.186523
	Iteration 17Q: 3 clusters Score -9689741 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -9691107.000000 Penalty: 5611.186523
	Iteration 18Q: 3 clusters Score -9691107 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -9692678.000000 Penalty: 5611.186523
	Iteration 19Q: 3 clusters Score -9692678 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -9694465.000000 Penalty: 5611.186523
	Iteration 20F: 3 clusters Score -9694465 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -9696262.000000 Penalty: 5611.186523
	Iteration 21Q: 3 clusters Score -9696262 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -9697813.000000 Penalty: 5611.186523
	Iteration 22Q: 3 clusters Score -9697813 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -9699216.000000 Penalty: 5611.186523
	Iteration 23Q: 3 clusters Score -9699216 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9700365.000000 Penalty: 5611.186523
	Iteration 24Q: 3 clusters Score -9700365 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9701089.000000 Penalty: 5611.186523
	Iteration 25Q: 3 clusters Score -9701089 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9701504.000000 Penalty: 5611.186523
	Iteration 26Q: 3 clusters Score -9701504 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9701798.000000 Penalty: 5611.186523
	Iteration 27Q: 3 clusters Score -9701798 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9701989.000000 Penalty: 5611.186523
	Iteration 28Q: 3 clusters Score -9701989 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9702113.000000 Penalty: 5611.186523
	Iteration 29Q: 3 clusters Score -9702113 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9702184.000000 Penalty: 5611.186523
	Iteration 30Q: 3 clusters Score -9702184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9702211.000000 Penalty: 5611.186523
	Iteration 31Q: 3 clusters Score -9702211 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9702248.000000 Penalty: 5611.186523
	Iteration 32Q: 3 clusters Score -9702248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9702268.000000 Penalty: 5611.186523
	Iteration 33Q: 3 clusters Score -9702268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9702301.000000 Penalty: 5611.186523
	Iteration 34Q: 3 clusters Score -9702301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9702313.000000 Penalty: 5611.186523
	Iteration 35Q: 3 clusters Score -9702313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9702332.000000 Penalty: 5611.186523
	Iteration 36Q: 3 clusters Score -9702332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9702316.000000 Penalty: 5611.186523
	Iteration 37Q: 3 clusters Score -9702316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9702327.000000 Penalty: 5611.186523
	Iteration 38Q: 3 clusters Score -9702327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9702340.000000 Penalty: 5611.186523
	Iteration 39Q: 3 clusters Score -9702340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9702342.000000 Penalty: 5611.186523
	Iteration 40F: 3 clusters Score -9702342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9702346.000000 Penalty: 5611.186523
	Iteration 41Q: 3 clusters Score -9702346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9702351.000000 Penalty: 5611.186523
	Iteration 42Q: 3 clusters Score -9702351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9702354.000000 Penalty: 5611.186523
	Iteration 43Q: 3 clusters Score -9702354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9702357.000000 Penalty: 5611.186523
	Iteration 44Q: 3 clusters Score -9702357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9702373.000000 Penalty: 5611.186523
	Iteration 45Q: 3 clusters Score -9702373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9702377.000000 Penalty: 5611.186523
	Iteration 46Q: 3 clusters Score -9702377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9702374.000000 Penalty: 5611.186523
	Iteration 47Q: 3 clusters Score -9702374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9702374.000000 Penalty: 5611.186523
	Iteration 48F: 3 clusters Score -9702374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Entering Unmasked Estep 
Score: -3407897.250000 Penalty: 2554.252930
	Iteration 0F: 2 clusters Score -3407897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3387544.500000 Penalty: 5108.505859
	Iteration 0F: 3 clusters Score -3387544 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3394913.000000 Penalty: 5108.505859
	Iteration 1F: 3 clusters Score -3394913 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3395634.000000 Penalty: 5108.505859
	Iteration 2F: 3 clusters Score -3395634 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3396372.750000 Penalty: 5108.505859
	Iteration 3F: 3 clusters Score -3396373 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3397210.750000 Penalty: 5108.505859
	Iteration 4F: 3 clusters Score -3397211 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3398115.000000 Penalty: 5108.505859
	Iteration 5F: 3 clusters Score -3398115 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3399031.000000 Penalty: 5108.505859
	Iteration 6F: 3 clusters Score -3399031 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3399885.500000 Penalty: 5108.505859
	Iteration 7F: 3 clusters Score -3399886 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3400635.750000 Penalty: 5108.505859
	Iteration 8F: 3 clusters Score -3400636 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3401171.750000 Penalty: 5108.505859
	Iteration 9Q: 3 clusters Score -3401172 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3401528.500000 Penalty: 5108.505859
	Iteration 10Q: 3 clusters Score -3401528 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3401765.000000 Penalty: 5108.505859
	Iteration 11Q: 3 clusters Score -3401765 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3401925.000000 Penalty: 5108.505859
	Iteration 12Q: 3 clusters Score -3401925 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3402059.000000 Penalty: 5108.505859
	Iteration 13Q: 3 clusters Score -3402059 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3402162.000000 Penalty: 5108.505859
	Iteration 14Q: 3 clusters Score -3402162 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3402222.500000 Penalty: 5108.505859
	Iteration 15Q: 3 clusters Score -3402222 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3402250.000000 Penalty: 5108.505859
	Iteration 16Q: 3 clusters Score -3402250 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3402266.500000 Penalty: 5108.505859
	Iteration 17Q: 3 clusters Score -3402266 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3402305.000000 Penalty: 5108.505859
	Iteration 18Q: 3 clusters Score -3402305 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3402331.250000 Penalty: 5108.505859
	Iteration 19Q: 3 clusters Score -3402331 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3402371.250000 Penalty: 5108.505859
	Iteration 20F: 3 clusters Score -3402371 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3402385.750000 Penalty: 5108.505859
	Iteration 21Q: 3 clusters Score -3402386 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3402404.500000 Penalty: 5108.505859
	Iteration 22Q: 3 clusters Score -3402404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3402423.000000 Penalty: 5108.505859
	Iteration 23Q: 3 clusters Score -3402423 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3402450.250000 Penalty: 5108.505859
	Iteration 24Q: 3 clusters Score -3402450 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3402478.500000 Penalty: 5108.505859
	Iteration 25Q: 3 clusters Score -3402478 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3402493.750000 Penalty: 5108.505859
	Iteration 26Q: 3 clusters Score -3402494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3402516.250000 Penalty: 5108.505859
	Iteration 27Q: 3 clusters Score -3402516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3402532.250000 Penalty: 5108.505859
	Iteration 28Q: 3 clusters Score -3402532 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3402551.250000 Penalty: 5108.505859
	Iteration 29Q: 3 clusters Score -3402551 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3402569.000000 Penalty: 5108.505859
	Iteration 30Q: 3 clusters Score -3402569 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3402618.000000 Penalty: 5108.505859
	Iteration 31Q: 3 clusters Score -3402618 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3402659.750000 Penalty: 5108.505859
	Iteration 32Q: 3 clusters Score -3402660 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3402696.500000 Penalty: 5108.505859
	Iteration 33Q: 3 clusters Score -3402696 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3402723.500000 Penalty: 5108.505859
	Iteration 34Q: 3 clusters Score -3402724 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3402764.500000 Penalty: 5108.505859
	Iteration 35Q: 3 clusters Score -3402764 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3402817.000000 Penalty: 5108.505859
	Iteration 36Q: 3 clusters Score -3402817 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3402865.250000 Penalty: 5108.505859
	Iteration 37Q: 3 clusters Score -3402865 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3402947.500000 Penalty: 5108.505859
	Iteration 38Q: 3 clusters Score -3402948 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3403025.750000 Penalty: 5108.505859
	Iteration 39Q: 3 clusters Score -3403026 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3403132.500000 Penalty: 5108.505859
	Iteration 40F: 3 clusters Score -3403132 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3403223.750000 Penalty: 5108.505859
	Iteration 41Q: 3 clusters Score -3403224 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3403334.500000 Penalty: 5108.505859
	Iteration 42Q: 3 clusters Score -3403334 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3403441.000000 Penalty: 5108.505859
	Iteration 43Q: 3 clusters Score -3403441 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3403600.000000 Penalty: 5108.505859
	Iteration 44Q: 3 clusters Score -3403600 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3403772.500000 Penalty: 5108.505859
	Iteration 45Q: 3 clusters Score -3403772 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3403956.000000 Penalty: 5108.505859
	Iteration 46Q: 3 clusters Score -3403956 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3404133.750000 Penalty: 5108.505859
	Iteration 47Q: 3 clusters Score -3404134 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3404302.500000 Penalty: 5108.505859
	Iteration 48Q: 3 clusters Score -3404302 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3404477.750000 Penalty: 5108.505859
	Iteration 49Q: 3 clusters Score -3404478 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3404637.000000 Penalty: 5108.505859
	Iteration 50Q: 3 clusters Score -3404637 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3404745.000000 Penalty: 5108.505859
	Iteration 51Q: 3 clusters Score -3404745 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3404839.250000 Penalty: 5108.505859
	Iteration 52Q: 3 clusters Score -3404839 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3404910.250000 Penalty: 5108.505859
	Iteration 53Q: 3 clusters Score -3404910 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3404996.500000 Penalty: 5108.505859
	Iteration 54Q: 3 clusters Score -3404996 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3405080.500000 Penalty: 5108.505859
	Iteration 55Q: 3 clusters Score -3405080 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3405148.250000 Penalty: 5108.505859
	Iteration 56Q: 3 clusters Score -3405148 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3405222.500000 Penalty: 5108.505859
	Iteration 57Q: 3 clusters Score -3405222 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3405264.500000 Penalty: 5108.505859
	Iteration 58Q: 3 clusters Score -3405264 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3405324.250000 Penalty: 5108.505859
	Iteration 59Q: 3 clusters Score -3405324 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3405389.500000 Penalty: 5108.505859
	Iteration 60F: 3 clusters Score -3405390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3405438.250000 Penalty: 5108.505859
	Iteration 61Q: 3 clusters Score -3405438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3405479.500000 Penalty: 5108.505859
	Iteration 62Q: 3 clusters Score -3405480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3405517.750000 Penalty: 5108.505859
	Iteration 63Q: 3 clusters Score -3405518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3405546.250000 Penalty: 5108.505859
	Iteration 64Q: 3 clusters Score -3405546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3405573.750000 Penalty: 5108.505859
	Iteration 65Q: 3 clusters Score -3405574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3405597.500000 Penalty: 5108.505859
	Iteration 66Q: 3 clusters Score -3405598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3405613.250000 Penalty: 5108.505859
	Iteration 67Q: 3 clusters Score -3405613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3405642.750000 Penalty: 5108.505859
	Iteration 68Q: 3 clusters Score -3405643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3405655.000000 Penalty: 5108.505859
	Iteration 69Q: 3 clusters Score -3405655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3405678.750000 Penalty: 5108.505859
	Iteration 70Q: 3 clusters Score -3405679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3405695.750000 Penalty: 5108.505859
	Iteration 71Q: 3 clusters Score -3405696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3405711.250000 Penalty: 5108.505859
	Iteration 72Q: 3 clusters Score -3405711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3405729.500000 Penalty: 5108.505859
	Iteration 73Q: 3 clusters Score -3405730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3405731.750000 Penalty: 5108.505859
	Iteration 74Q: 3 clusters Score -3405732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3405739.500000 Penalty: 5108.505859
	Iteration 75Q: 3 clusters Score -3405740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3405746.250000 Penalty: 5108.505859
	Iteration 76Q: 3 clusters Score -3405746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3405749.000000 Penalty: 5108.505859
	Iteration 77Q: 3 clusters Score -3405749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3405756.750000 Penalty: 5108.505859
	Iteration 78Q: 3 clusters Score -3405757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3405749.750000 Penalty: 5108.505859
	Iteration 79Q: 3 clusters Score -3405750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3405754.000000 Penalty: 5108.505859
	Iteration 80F: 3 clusters Score -3405754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3405759.250000 Penalty: 5108.505859
	Iteration 81Q: 3 clusters Score -3405759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3405759.500000 Penalty: 5108.505859
	Iteration 82Q: 3 clusters Score -3405760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3405759.250000 Penalty: 5108.505859
	Iteration 83Q: 3 clusters Score -3405759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3405760.000000 Penalty: 5108.505859
	Iteration 84Q: 3 clusters Score -3405760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3405761.000000 Penalty: 5108.505859
	Iteration 85Q: 3 clusters Score -3405761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3405764.500000 Penalty: 5108.505859
	Iteration 86Q: 3 clusters Score -3405764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3405770.250000 Penalty: 5108.505859
	Iteration 87Q: 3 clusters Score -3405770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3405767.250000 Penalty: 5108.505859
	Iteration 88Q: 3 clusters Score -3405767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3405775.500000 Penalty: 5108.505859
	Iteration 89Q: 3 clusters Score -3405776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3405774.250000 Penalty: 5108.505859
	Iteration 90Q: 3 clusters Score -3405774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3405775.000000 Penalty: 5108.505859
	Iteration 91Q: 3 clusters Score -3405775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3405782.750000 Penalty: 5108.505859
	Iteration 92Q: 3 clusters Score -3405783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3405778.750000 Penalty: 5108.505859
	Iteration 93Q: 3 clusters Score -3405779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3405775.000000 Penalty: 5108.505859
	Iteration 94Q: 3 clusters Score -3405775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -3405779.500000 Penalty: 5108.505859
	Iteration 95Q: 3 clusters Score -3405780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3405780.500000 Penalty: 5108.505859
	Iteration 96Q: 3 clusters Score -3405780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -3405780.500000 Penalty: 5108.505859
	Iteration 97Q: 3 clusters Score -3405780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3405784.500000 Penalty: 5108.505859
	Iteration 98Q: 3 clusters Score -3405784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3405783.500000 Penalty: 5108.505859
	Iteration 99Q: 3 clusters Score -3405784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3405784.500000 Penalty: 5108.505859
	Iteration 100F: 3 clusters Score -3405784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3405784.250000 Penalty: 5108.505859
	Iteration 101Q: 3 clusters Score -3405784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3405789.500000 Penalty: 5108.505859
	Iteration 102Q: 3 clusters Score -3405790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3405793.500000 Penalty: 5108.505859
	Iteration 103Q: 3 clusters Score -3405794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3405804.000000 Penalty: 5108.505859
	Iteration 104Q: 3 clusters Score -3405804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3405803.750000 Penalty: 5108.505859
	Iteration 105Q: 3 clusters Score -3405804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3405811.750000 Penalty: 5108.505859
	Iteration 106Q: 3 clusters Score -3405812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3405809.250000 Penalty: 5108.505859
	Iteration 107Q: 3 clusters Score -3405809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3405819.500000 Penalty: 5108.505859
	Iteration 108Q: 3 clusters Score -3405820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3405823.500000 Penalty: 5108.505859
	Iteration 109Q: 3 clusters Score -3405824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3405827.500000 Penalty: 5108.505859
	Iteration 110Q: 3 clusters Score -3405828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3405829.250000 Penalty: 5108.505859
	Iteration 111Q: 3 clusters Score -3405829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3405834.000000 Penalty: 5108.505859
	Iteration 112Q: 3 clusters Score -3405834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3405833.000000 Penalty: 5108.505859
	Iteration 113Q: 3 clusters Score -3405833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3405839.750000 Penalty: 5108.505859
	Iteration 114Q: 3 clusters Score -3405840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3405838.250000 Penalty: 5108.505859
	Iteration 115Q: 3 clusters Score -3405838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3405829.500000 Penalty: 5108.505859
	Iteration 116Q: 3 clusters Score -3405830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3405845.000000 Penalty: 5108.505859
	Iteration 117Q: 3 clusters Score -3405845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3405845.250000 Penalty: 5108.505859
	Iteration 118Q: 3 clusters Score -3405845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3405848.250000 Penalty: 5108.505859
	Iteration 119Q: 3 clusters Score -3405848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3405849.750000 Penalty: 5108.505859
	Iteration 120F: 3 clusters Score -3405850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3405848.250000 Penalty: 5108.505859
	Iteration 121Q: 3 clusters Score -3405848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3405849.750000 Penalty: 5108.505859
	Iteration 122Q: 3 clusters Score -3405850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3405849.500000 Penalty: 5108.505859
	Iteration 123Q: 3 clusters Score -3405850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3405851.000000 Penalty: 5108.505859
	Iteration 124Q: 3 clusters Score -3405851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3405847.500000 Penalty: 5108.505859
	Iteration 125Q: 3 clusters Score -3405848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3405848.000000 Penalty: 5108.505859
	Iteration 126Q: 3 clusters Score -3405848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3405846.750000 Penalty: 5108.505859
	Iteration 127Q: 3 clusters Score -3405847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3405844.250000 Penalty: 5108.505859
	Iteration 128Q: 3 clusters Score -3405844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3405844.250000 Penalty: 5108.505859
	Iteration 129F: 3 clusters Score -3405844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Entering Unmasked Estep 
Score: -1194365.875000 Penalty: 2283.070801
	Iteration 0F: 2 clusters Score -1194366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1186729.875000 Penalty: 4566.141602
	Iteration 0F: 3 clusters Score -1186730 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1188937.875000 Penalty: 4566.141602
	Iteration 1F: 3 clusters Score -1188938 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1189276.375000 Penalty: 4566.141602
	Iteration 2F: 3 clusters Score -1189276 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1189484.625000 Penalty: 4566.141602
	Iteration 3Q: 3 clusters Score -1189485 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1189621.000000 Penalty: 4566.141602
	Iteration 4Q: 3 clusters Score -1189621 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1189713.375000 Penalty: 4566.141602
	Iteration 5Q: 3 clusters Score -1189713 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1189790.750000 Penalty: 4566.141602
	Iteration 6Q: 3 clusters Score -1189791 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1189865.000000 Penalty: 4566.141602
	Iteration 7Q: 3 clusters Score -1189865 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1189929.875000 Penalty: 4566.141602
	Iteration 8Q: 3 clusters Score -1189930 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1189983.625000 Penalty: 4566.141602
	Iteration 9Q: 3 clusters Score -1189984 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1190040.375000 Penalty: 4566.141602
	Iteration 10Q: 3 clusters Score -1190040 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1190098.250000 Penalty: 4566.141602
	Iteration 11Q: 3 clusters Score -1190098 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1190158.250000 Penalty: 4566.141602
	Iteration 12Q: 3 clusters Score -1190158 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1190219.625000 Penalty: 4566.141602
	Iteration 13Q: 3 clusters Score -1190220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1190286.750000 Penalty: 4566.141602
	Iteration 14Q: 3 clusters Score -1190287 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1190381.500000 Penalty: 4566.141602
	Iteration 15Q: 3 clusters Score -1190382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1190475.750000 Penalty: 4566.141602
	Iteration 16Q: 3 clusters Score -1190476 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1190575.500000 Penalty: 4566.141602
	Iteration 17Q: 3 clusters Score -1190576 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1190687.875000 Penalty: 4566.141602
	Iteration 18Q: 3 clusters Score -1190688 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1190822.750000 Penalty: 4566.141602
	Iteration 19Q: 3 clusters Score -1190823 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1190970.875000 Penalty: 4566.141602
	Iteration 20F: 3 clusters Score -1190971 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1191123.000000 Penalty: 4566.141602
	Iteration 21Q: 3 clusters Score -1191123 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1191258.625000 Penalty: 4566.141602
	Iteration 22Q: 3 clusters Score -1191259 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1191394.625000 Penalty: 4566.141602
	Iteration 23Q: 3 clusters Score -1191395 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1191522.375000 Penalty: 4566.141602
	Iteration 24Q: 3 clusters Score -1191522 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1191623.125000 Penalty: 4566.141602
	Iteration 25Q: 3 clusters Score -1191623 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1191705.250000 Penalty: 4566.141602
	Iteration 26Q: 3 clusters Score -1191705 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1191782.875000 Penalty: 4566.141602
	Iteration 27Q: 3 clusters Score -1191783 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1191816.500000 Penalty: 4566.141602
	Iteration 28Q: 3 clusters Score -1191816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1191842.750000 Penalty: 4566.141602
	Iteration 29Q: 3 clusters Score -1191843 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1191866.750000 Penalty: 4566.141602
	Iteration 30Q: 3 clusters Score -1191867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1191890.750000 Penalty: 4566.141602
	Iteration 31Q: 3 clusters Score -1191891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1191901.500000 Penalty: 4566.141602
	Iteration 32Q: 3 clusters Score -1191902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1191909.250000 Penalty: 4566.141602
	Iteration 33Q: 3 clusters Score -1191909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1191912.375000 Penalty: 4566.141602
	Iteration 34Q: 3 clusters Score -1191912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1191918.250000 Penalty: 4566.141602
	Iteration 35Q: 3 clusters Score -1191918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1191922.375000 Penalty: 4566.141602
	Iteration 36Q: 3 clusters Score -1191922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1191923.625000 Penalty: 4566.141602
	Iteration 37Q: 3 clusters Score -1191924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1191926.625000 Penalty: 4566.141602
	Iteration 38Q: 3 clusters Score -1191927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1191928.625000 Penalty: 4566.141602
	Iteration 39Q: 3 clusters Score -1191929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1191930.250000 Penalty: 4566.141602
	Iteration 40F: 3 clusters Score -1191930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1191930.375000 Penalty: 4566.141602
	Iteration 41Q: 3 clusters Score -1191930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1191929.750000 Penalty: 4566.141602
	Iteration 42Q: 3 clusters Score -1191930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1191930.625000 Penalty: 4566.141602
	Iteration 43Q: 3 clusters Score -1191931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1191933.750000 Penalty: 4566.141602
	Iteration 44Q: 3 clusters Score -1191934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1191933.750000 Penalty: 4566.141602
	Iteration 45Q: 3 clusters Score -1191934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1191933.250000 Penalty: 4566.141602
	Iteration 46Q: 3 clusters Score -1191933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1191931.875000 Penalty: 4566.141602
	Iteration 47Q: 3 clusters Score -1191932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1191933.375000 Penalty: 4566.141602
	Iteration 48Q: 3 clusters Score -1191933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1191931.875000 Penalty: 4566.141602
	Iteration 49Q: 3 clusters Score -1191932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1191932.500000 Penalty: 4566.141602
	Iteration 50Q: 3 clusters Score -1191932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1191932.000000 Penalty: 4566.141602
	Iteration 51Q: 3 clusters Score -1191932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1191932.000000 Penalty: 4566.141602
	Iteration 52F: 3 clusters Score -1191932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -630061.812500 Penalty: 2150.818848
	Iteration 0F: 2 clusters Score -630061.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -625005.187500 Penalty: 4301.637695
	Iteration 0F: 3 clusters Score -625005.2 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -626310.437500 Penalty: 4301.637695
	Iteration 1F: 3 clusters Score -626310.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -626763.000000 Penalty: 4301.637695
	Iteration 2F: 3 clusters Score -626763 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -627123.437500 Penalty: 4301.637695
	Iteration 3F: 3 clusters Score -627123.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -627368.000000 Penalty: 4301.637695
	Iteration 4F: 3 clusters Score -627368 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -627587.687500 Penalty: 4301.637695
	Iteration 5Q: 3 clusters Score -627587.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -627794.375000 Penalty: 4301.637695
	Iteration 6Q: 3 clusters Score -627794.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -627971.562500 Penalty: 4301.637695
	Iteration 7Q: 3 clusters Score -627971.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -628163.250000 Penalty: 4301.637695
	Iteration 8Q: 3 clusters Score -628163.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -628329.250000 Penalty: 4301.637695
	Iteration 9Q: 3 clusters Score -628329.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -628478.625000 Penalty: 4301.637695
	Iteration 10Q: 3 clusters Score -628478.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -628595.187500 Penalty: 4301.637695
	Iteration 11Q: 3 clusters Score -628595.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -628688.312500 Penalty: 4301.637695
	Iteration 12Q: 3 clusters Score -628688.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -628745.250000 Penalty: 4301.637695
	Iteration 13Q: 3 clusters Score -628745.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -628777.187500 Penalty: 4301.637695
	Iteration 14Q: 3 clusters Score -628777.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -628804.687500 Penalty: 4301.637695
	Iteration 15Q: 3 clusters Score -628804.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -628824.000000 Penalty: 4301.637695
	Iteration 16Q: 3 clusters Score -628824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -628841.312500 Penalty: 4301.637695
	Iteration 17Q: 3 clusters Score -628841.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -628856.500000 Penalty: 4301.637695
	Iteration 18Q: 3 clusters Score -628856.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -628867.875000 Penalty: 4301.637695
	Iteration 19Q: 3 clusters Score -628867.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -628876.687500 Penalty: 4301.637695
	Iteration 20F: 3 clusters Score -628876.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -628883.562500 Penalty: 4301.637695
	Iteration 21Q: 3 clusters Score -628883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -628886.125000 Penalty: 4301.637695
	Iteration 22Q: 3 clusters Score -628886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -628888.937500 Penalty: 4301.637695
	Iteration 23Q: 3 clusters Score -628888.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -628894.312500 Penalty: 4301.637695
	Iteration 24Q: 3 clusters Score -628894.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -628899.187500 Penalty: 4301.637695
	Iteration 25Q: 3 clusters Score -628899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -628902.000000 Penalty: 4301.637695
	Iteration 26Q: 3 clusters Score -628902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -628905.312500 Penalty: 4301.637695
	Iteration 27Q: 3 clusters Score -628905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -628907.062500 Penalty: 4301.637695
	Iteration 28Q: 3 clusters Score -628907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -628907.937500 Penalty: 4301.637695
	Iteration 29Q: 3 clusters Score -628907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -628908.437500 Penalty: 4301.637695
	Iteration 30Q: 3 clusters Score -628908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -628909.625000 Penalty: 4301.637695
	Iteration 31Q: 3 clusters Score -628909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -628907.750000 Penalty: 4301.637695
	Iteration 32Q: 3 clusters Score -628907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -628909.750000 Penalty: 4301.637695
	Iteration 33Q: 3 clusters Score -628909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -628908.000000 Penalty: 4301.637695
	Iteration 34Q: 3 clusters Score -628908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -628908.000000 Penalty: 4301.637695
	Iteration 35F: 3 clusters Score -628908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Entering Unmasked Estep 
Score: -957043.187500 Penalty: 2252.968262
	Iteration 0F: 2 clusters Score -957043.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -950148.875000 Penalty: 4505.936523
	Iteration 0F: 3 clusters Score -950148.9 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -952231.875000 Penalty: 4505.936523
	Iteration 1F: 3 clusters Score -952231.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -952590.187500 Penalty: 4505.936523
	Iteration 2F: 3 clusters Score -952590.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -952847.750000 Penalty: 4505.936523
	Iteration 3F: 3 clusters Score -952847.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -953057.187500 Penalty: 4505.936523
	Iteration 4Q: 3 clusters Score -953057.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -953272.250000 Penalty: 4505.936523
	Iteration 5Q: 3 clusters Score -953272.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -953484.500000 Penalty: 4505.936523
	Iteration 6Q: 3 clusters Score -953484.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -953705.125000 Penalty: 4505.936523
	Iteration 7Q: 3 clusters Score -953705.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -953977.437500 Penalty: 4505.936523
	Iteration 8Q: 3 clusters Score -953977.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -954251.500000 Penalty: 4505.936523
	Iteration 9Q: 3 clusters Score -954251.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -954507.125000 Penalty: 4505.936523
	Iteration 10Q: 3 clusters Score -954507.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -954747.750000 Penalty: 4505.936523
	Iteration 11Q: 3 clusters Score -954747.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -954950.000000 Penalty: 4505.936523
	Iteration 12Q: 3 clusters Score -954950 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -955096.437500 Penalty: 4505.936523
	Iteration 13Q: 3 clusters Score -955096.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -955215.312500 Penalty: 4505.936523
	Iteration 14Q: 3 clusters Score -955215.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -955341.875000 Penalty: 4505.936523
	Iteration 15Q: 3 clusters Score -955341.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -955432.250000 Penalty: 4505.936523
	Iteration 16Q: 3 clusters Score -955432.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -955479.250000 Penalty: 4505.936523
	Iteration 17Q: 3 clusters Score -955479.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -955508.687500 Penalty: 4505.936523
	Iteration 18Q: 3 clusters Score -955508.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -955539.875000 Penalty: 4505.936523
	Iteration 19Q: 3 clusters Score -955539.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -955566.687500 Penalty: 4505.936523
	Iteration 20F: 3 clusters Score -955566.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -955595.250000 Penalty: 4505.936523
	Iteration 21Q: 3 clusters Score -955595.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -955618.375000 Penalty: 4505.936523
	Iteration 22Q: 3 clusters Score -955618.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -955643.750000 Penalty: 4505.936523
	Iteration 23Q: 3 clusters Score -955643.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -955665.750000 Penalty: 4505.936523
	Iteration 24Q: 3 clusters Score -955665.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -955679.187500 Penalty: 4505.936523
	Iteration 25Q: 3 clusters Score -955679.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -955685.687500 Penalty: 4505.936523
	Iteration 26Q: 3 clusters Score -955685.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -955693.375000 Penalty: 4505.936523
	Iteration 27Q: 3 clusters Score -955693.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -955697.125000 Penalty: 4505.936523
	Iteration 28Q: 3 clusters Score -955697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -955703.875000 Penalty: 4505.936523
	Iteration 29Q: 3 clusters Score -955703.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -955709.250000 Penalty: 4505.936523
	Iteration 30Q: 3 clusters Score -955709.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -955714.000000 Penalty: 4505.936523
	Iteration 31Q: 3 clusters Score -955714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -955720.000000 Penalty: 4505.936523
	Iteration 32Q: 3 clusters Score -955720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -955724.437500 Penalty: 4505.936523
	Iteration 33Q: 3 clusters Score -955724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -955729.875000 Penalty: 4505.936523
	Iteration 34Q: 3 clusters Score -955729.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -955735.250000 Penalty: 4505.936523
	Iteration 35Q: 3 clusters Score -955735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -955738.250000 Penalty: 4505.936523
	Iteration 36Q: 3 clusters Score -955738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -955742.312500 Penalty: 4505.936523
	Iteration 37Q: 3 clusters Score -955742.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -955745.375000 Penalty: 4505.936523
	Iteration 38Q: 3 clusters Score -955745.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -955747.312500 Penalty: 4505.936523
	Iteration 39Q: 3 clusters Score -955747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -955750.937500 Penalty: 4505.936523
	Iteration 40F: 3 clusters Score -955750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -955752.812500 Penalty: 4505.936523
	Iteration 41Q: 3 clusters Score -955752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -955753.000000 Penalty: 4505.936523
	Iteration 42Q: 3 clusters Score -955753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -955757.812500 Penalty: 4505.936523
	Iteration 43Q: 3 clusters Score -955757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -955759.187500 Penalty: 4505.936523
	Iteration 44Q: 3 clusters Score -955759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -955760.750000 Penalty: 4505.936523
	Iteration 45Q: 3 clusters Score -955760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -955762.625000 Penalty: 4505.936523
	Iteration 46Q: 3 clusters Score -955762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -955760.687500 Penalty: 4505.936523
	Iteration 47Q: 3 clusters Score -955760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -955760.687500 Penalty: 4505.936523
	Iteration 48F: 3 clusters Score -955760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 110429 members 
Mstep: Class 3 contains 22269 members 
Mstep: Class 4 contains 25192 members 
Mstep: Class 5 contains 16213 members 
Mstep: Class 6 contains 14117 members 
Mstep: Class 7 contains 22819 members 
Mstep: Class 8 contains 115738 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 69244 members 
Mstep: Class 11 contains 17383 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61333 members 
Mstep: Class 14 contains 160229 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36394 members 
Mstep: Class 17 contains 239090 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 17355 members 
Mstep: Class 20 contains 164936 members 
Mstep: Class 21 contains 170883 members 
Mstep: Class 22 contains 96795 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 21632 members 
Mstep: Class 25 contains 172204 members 
Mstep: Class 26 contains 16191 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81869 members 
Mstep: Class 30 contains 29715 members 
Mstep: Class 31 contains 9956 members 
Mstep: Class 32 contains 5841 members 
Mstep: Class 33 contains 8818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574192.000000 Penalty: 117808.554688
Iteration 159Q: 34 clusters Score -2.055742e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 110421 members 
Mstep: Class 3 contains 22234 members 
Mstep: Class 4 contains 25173 members 
Mstep: Class 5 contains 16213 members 
Mstep: Class 6 contains 14139 members 
Mstep: Class 7 contains 22808 members 
Mstep: Class 8 contains 115743 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 69280 members 
Mstep: Class 11 contains 17381 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61321 members 
Mstep: Class 14 contains 160264 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36381 members 
Mstep: Class 17 contains 239075 members 
Mstep: Class 18 contains 4219 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 164902 members 
Mstep: Class 21 contains 170825 members 
Mstep: Class 22 contains 96791 members 
Mstep: Class 23 contains 46773 members 
Mstep: Class 24 contains 21635 members 
Mstep: Class 25 contains 172209 members 
Mstep: Class 26 contains 16239 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81869 members 
Mstep: Class 30 contains 29709 members 
Mstep: Class 31 contains 10034 members 
Mstep: Class 32 contains 5847 members 
Mstep: Class 33 contains 8842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574560.000000 Penalty: 117808.554688
Iteration 160F: 34 clusters Score -2.055746e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 110429 members 
Mstep: Class 3 contains 22197 members 
Mstep: Class 4 contains 25150 members 
Mstep: Class 5 contains 16210 members 
Mstep: Class 6 contains 14162 members 
Mstep: Class 7 contains 22798 members 
Mstep: Class 8 contains 115748 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 69328 members 
Mstep: Class 11 contains 17372 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61315 members 
Mstep: Class 14 contains 160298 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36366 members 
Mstep: Class 17 contains 239064 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164857 members 
Mstep: Class 21 contains 170761 members 
Mstep: Class 22 contains 96782 members 
Mstep: Class 23 contains 46762 members 
Mstep: Class 24 contains 21638 members 
Mstep: Class 25 contains 172203 members 
Mstep: Class 26 contains 16289 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81869 members 
Mstep: Class 30 contains 29693 members 
Mstep: Class 31 contains 10123 members 
Mstep: Class 32 contains 5861 members 
Mstep: Class 33 contains 8866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574400.000000 Penalty: 117808.554688
Iteration 161Q: 34 clusters Score -2.055744e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 110437 members 
Mstep: Class 3 contains 22134 members 
Mstep: Class 4 contains 25131 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14182 members 
Mstep: Class 7 contains 22779 members 
Mstep: Class 8 contains 115748 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 69377 members 
Mstep: Class 11 contains 17376 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61312 members 
Mstep: Class 14 contains 160322 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36361 members 
Mstep: Class 17 contains 239051 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 164826 members 
Mstep: Class 21 contains 170697 members 
Mstep: Class 22 contains 96778 members 
Mstep: Class 23 contains 46755 members 
Mstep: Class 24 contains 21634 members 
Mstep: Class 25 contains 172187 members 
Mstep: Class 26 contains 16337 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81875 members 
Mstep: Class 30 contains 29676 members 
Mstep: Class 31 contains 10245 members 
Mstep: Class 32 contains 5872 members 
Mstep: Class 33 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574592.000000 Penalty: 117808.554688
Iteration 162Q: 34 clusters Score -2.055746e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 110431 members 
Mstep: Class 3 contains 22085 members 
Mstep: Class 4 contains 25120 members 
Mstep: Class 5 contains 16205 members 
Mstep: Class 6 contains 14198 members 
Mstep: Class 7 contains 22784 members 
Mstep: Class 8 contains 115762 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 69415 members 
Mstep: Class 11 contains 17370 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61311 members 
Mstep: Class 14 contains 160340 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36352 members 
Mstep: Class 17 contains 239031 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164806 members 
Mstep: Class 21 contains 170613 members 
Mstep: Class 22 contains 96770 members 
Mstep: Class 23 contains 46751 members 
Mstep: Class 24 contains 21634 members 
Mstep: Class 25 contains 172171 members 
Mstep: Class 26 contains 16410 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81873 members 
Mstep: Class 30 contains 29663 members 
Mstep: Class 31 contains 10381 members 
Mstep: Class 32 contains 5876 members 
Mstep: Class 33 contains 8922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 163Q: 34 clusters Score -2.055744e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 110429 members 
Mstep: Class 3 contains 22027 members 
Mstep: Class 4 contains 25110 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14221 members 
Mstep: Class 7 contains 22780 members 
Mstep: Class 8 contains 115758 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 69450 members 
Mstep: Class 11 contains 17376 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61305 members 
Mstep: Class 14 contains 160361 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36352 members 
Mstep: Class 17 contains 238995 members 
Mstep: Class 18 contains 4214 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 164795 members 
Mstep: Class 21 contains 170562 members 
Mstep: Class 22 contains 96759 members 
Mstep: Class 23 contains 46741 members 
Mstep: Class 24 contains 21635 members 
Mstep: Class 25 contains 172155 members 
Mstep: Class 26 contains 16475 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81870 members 
Mstep: Class 30 contains 29656 members 
Mstep: Class 31 contains 10512 members 
Mstep: Class 32 contains 5887 members 
Mstep: Class 33 contains 8945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574336.000000 Penalty: 117808.554688
Iteration 164Q: 34 clusters Score -2.055743e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 110411 members 
Mstep: Class 3 contains 21969 members 
Mstep: Class 4 contains 25095 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14245 members 
Mstep: Class 7 contains 22787 members 
Mstep: Class 8 contains 115772 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 69510 members 
Mstep: Class 11 contains 17380 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61291 members 
Mstep: Class 14 contains 160390 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36342 members 
Mstep: Class 17 contains 238951 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164789 members 
Mstep: Class 21 contains 170512 members 
Mstep: Class 22 contains 96740 members 
Mstep: Class 23 contains 46736 members 
Mstep: Class 24 contains 21633 members 
Mstep: Class 25 contains 172130 members 
Mstep: Class 26 contains 16554 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81870 members 
Mstep: Class 30 contains 29639 members 
Mstep: Class 31 contains 10646 members 
Mstep: Class 32 contains 5897 members 
Mstep: Class 33 contains 8967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574480.000000 Penalty: 117808.554688
Iteration 165Q: 34 clusters Score -2.055745e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 110400 members 
Mstep: Class 3 contains 21906 members 
Mstep: Class 4 contains 25060 members 
Mstep: Class 5 contains 16205 members 
Mstep: Class 6 contains 14268 members 
Mstep: Class 7 contains 22797 members 
Mstep: Class 8 contains 115792 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 69579 members 
Mstep: Class 11 contains 17389 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61288 members 
Mstep: Class 14 contains 160398 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36332 members 
Mstep: Class 17 contains 238901 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 164793 members 
Mstep: Class 21 contains 170442 members 
Mstep: Class 22 contains 96723 members 
Mstep: Class 23 contains 46739 members 
Mstep: Class 24 contains 21624 members 
Mstep: Class 25 contains 172103 members 
Mstep: Class 26 contains 16655 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81864 members 
Mstep: Class 30 contains 29625 members 
Mstep: Class 31 contains 10787 members 
Mstep: Class 32 contains 5899 members 
Mstep: Class 33 contains 8982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574912.000000 Penalty: 117808.554688
Iteration 166Q: 34 clusters Score -2.055749e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 110379 members 
Mstep: Class 3 contains 21830 members 
Mstep: Class 4 contains 25021 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14284 members 
Mstep: Class 7 contains 22806 members 
Mstep: Class 8 contains 115838 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 69634 members 
Mstep: Class 11 contains 17392 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61278 members 
Mstep: Class 14 contains 160427 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36328 members 
Mstep: Class 17 contains 238853 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 164797 members 
Mstep: Class 21 contains 170364 members 
Mstep: Class 22 contains 96720 members 
Mstep: Class 23 contains 46738 members 
Mstep: Class 24 contains 21611 members 
Mstep: Class 25 contains 172069 members 
Mstep: Class 26 contains 16754 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81864 members 
Mstep: Class 30 contains 29607 members 
Mstep: Class 31 contains 10925 members 
Mstep: Class 32 contains 5902 members 
Mstep: Class 33 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574736.000000 Penalty: 117808.554688
Iteration 167Q: 34 clusters Score -2.055747e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 110354 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 24984 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14305 members 
Mstep: Class 7 contains 22822 members 
Mstep: Class 8 contains 115884 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 69681 members 
Mstep: Class 11 contains 17398 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61264 members 
Mstep: Class 14 contains 160431 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36329 members 
Mstep: Class 17 contains 238829 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164808 members 
Mstep: Class 21 contains 170296 members 
Mstep: Class 22 contains 96694 members 
Mstep: Class 23 contains 46735 members 
Mstep: Class 24 contains 21601 members 
Mstep: Class 25 contains 172052 members 
Mstep: Class 26 contains 16861 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81857 members 
Mstep: Class 30 contains 29587 members 
Mstep: Class 31 contains 11066 members 
Mstep: Class 32 contains 5906 members 
Mstep: Class 33 contains 9051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574608.000000 Penalty: 117808.554688
Iteration 168Q: 34 clusters Score -2.055746e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 110321 members 
Mstep: Class 3 contains 21677 members 
Mstep: Class 4 contains 24952 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14327 members 
Mstep: Class 7 contains 22830 members 
Mstep: Class 8 contains 115939 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 69716 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61255 members 
Mstep: Class 14 contains 160441 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36327 members 
Mstep: Class 17 contains 238793 members 
Mstep: Class 18 contains 4206 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 164808 members 
Mstep: Class 21 contains 170218 members 
Mstep: Class 22 contains 96668 members 
Mstep: Class 23 contains 46736 members 
Mstep: Class 24 contains 21596 members 
Mstep: Class 25 contains 172027 members 
Mstep: Class 26 contains 16966 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81851 members 
Mstep: Class 30 contains 29571 members 
Mstep: Class 31 contains 11216 members 
Mstep: Class 32 contains 5913 members 
Mstep: Class 33 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574320.000000 Penalty: 117808.554688
Iteration 169Q: 34 clusters Score -2.055743e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 110306 members 
Mstep: Class 3 contains 21604 members 
Mstep: Class 4 contains 24878 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14336 members 
Mstep: Class 7 contains 22833 members 
Mstep: Class 8 contains 116002 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 69771 members 
Mstep: Class 11 contains 17405 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61241 members 
Mstep: Class 14 contains 160464 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36321 members 
Mstep: Class 17 contains 238746 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 17354 members 
Mstep: Class 20 contains 164799 members 
Mstep: Class 21 contains 170148 members 
Mstep: Class 22 contains 96661 members 
Mstep: Class 23 contains 46734 members 
Mstep: Class 24 contains 21578 members 
Mstep: Class 25 contains 172010 members 
Mstep: Class 26 contains 17052 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 81847 members 
Mstep: Class 30 contains 29548 members 
Mstep: Class 31 contains 11361 members 
Mstep: Class 32 contains 5923 members 
Mstep: Class 33 contains 9143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 170Q: 34 clusters Score -2.055744e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 110299 members 
Mstep: Class 3 contains 21519 members 
Mstep: Class 4 contains 24825 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14353 members 
Mstep: Class 7 contains 22836 members 
Mstep: Class 8 contains 116067 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 69806 members 
Mstep: Class 11 contains 17414 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61217 members 
Mstep: Class 14 contains 160487 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36320 members 
Mstep: Class 17 contains 238686 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 17365 members 
Mstep: Class 20 contains 164794 members 
Mstep: Class 21 contains 170104 members 
Mstep: Class 22 contains 96655 members 
Mstep: Class 23 contains 46730 members 
Mstep: Class 24 contains 21559 members 
Mstep: Class 25 contains 171989 members 
Mstep: Class 26 contains 17115 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81857 members 
Mstep: Class 30 contains 29530 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 5937 members 
Mstep: Class 33 contains 9180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574256.000000 Penalty: 117808.554688
Iteration 171Q: 34 clusters Score -2.055743e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 110285 members 
Mstep: Class 3 contains 21495 members 
Mstep: Class 4 contains 24750 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14366 members 
Mstep: Class 7 contains 22827 members 
Mstep: Class 8 contains 116119 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 69857 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61189 members 
Mstep: Class 14 contains 160541 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36326 members 
Mstep: Class 17 contains 238664 members 
Mstep: Class 18 contains 4210 members 
Mstep: Class 19 contains 17369 members 
Mstep: Class 20 contains 164765 members 
Mstep: Class 21 contains 170058 members 
Mstep: Class 22 contains 96624 members 
Mstep: Class 23 contains 46734 members 
Mstep: Class 24 contains 21552 members 
Mstep: Class 25 contains 171983 members 
Mstep: Class 26 contains 17125 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 81878 members 
Mstep: Class 30 contains 29506 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 5941 members 
Mstep: Class 33 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574224.000000 Penalty: 117808.554688
Iteration 172Q: 34 clusters Score -2.055742e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 110272 members 
Mstep: Class 3 contains 21453 members 
Mstep: Class 4 contains 24694 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14378 members 
Mstep: Class 7 contains 22830 members 
Mstep: Class 8 contains 116188 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 10 contains 69895 members 
Mstep: Class 11 contains 17416 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 61167 members 
Mstep: Class 14 contains 160581 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36322 members 
Mstep: Class 17 contains 238661 members 
Mstep: Class 18 contains 4213 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 164739 members 
Mstep: Class 21 contains 170011 members 
Mstep: Class 22 contains 96592 members 
Mstep: Class 23 contains 46728 members 
Mstep: Class 24 contains 21544 members 
Mstep: Class 25 contains 171969 members 
Mstep: Class 26 contains 17125 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 81886 members 
Mstep: Class 30 contains 29504 members 
Mstep: Class 31 contains 11682 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 9255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573888.000000 Penalty: 117808.554688
Iteration 173Q: 34 clusters Score -2.055739e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 110263 members 
Mstep: Class 3 contains 21403 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14378 members 
Mstep: Class 7 contains 22817 members 
Mstep: Class 8 contains 116239 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 69936 members 
Mstep: Class 11 contains 17425 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61157 members 
Mstep: Class 14 contains 160615 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36321 members 
Mstep: Class 17 contains 238645 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 17357 members 
Mstep: Class 20 contains 164713 members 
Mstep: Class 21 contains 169990 members 
Mstep: Class 22 contains 96569 members 
Mstep: Class 23 contains 46729 members 
Mstep: Class 24 contains 21540 members 
Mstep: Class 25 contains 171963 members 
Mstep: Class 26 contains 17143 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 81897 members 
Mstep: Class 30 contains 29493 members 
Mstep: Class 31 contains 11776 members 
Mstep: Class 32 contains 5952 members 
Mstep: Class 33 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573952.000000 Penalty: 117808.554688
Iteration 174Q: 34 clusters Score -2.05574e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 110248 members 
Mstep: Class 3 contains 21361 members 
Mstep: Class 4 contains 24612 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14392 members 
Mstep: Class 7 contains 22802 members 
Mstep: Class 8 contains 116292 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 69993 members 
Mstep: Class 11 contains 17435 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61149 members 
Mstep: Class 14 contains 160653 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36322 members 
Mstep: Class 17 contains 238605 members 
Mstep: Class 18 contains 4210 members 
Mstep: Class 19 contains 17358 members 
Mstep: Class 20 contains 164687 members 
Mstep: Class 21 contains 169953 members 
Mstep: Class 22 contains 96544 members 
Mstep: Class 23 contains 46725 members 
Mstep: Class 24 contains 21534 members 
Mstep: Class 25 contains 171967 members 
Mstep: Class 26 contains 17170 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 81903 members 
Mstep: Class 30 contains 29482 members 
Mstep: Class 31 contains 11846 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 9331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573920.000000 Penalty: 117808.554688
Iteration 175Q: 34 clusters Score -2.055739e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 110234 members 
Mstep: Class 3 contains 21317 members 
Mstep: Class 4 contains 24578 members 
Mstep: Class 5 contains 16205 members 
Mstep: Class 6 contains 14412 members 
Mstep: Class 7 contains 22798 members 
Mstep: Class 8 contains 116337 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 70036 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61136 members 
Mstep: Class 14 contains 160671 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36316 members 
Mstep: Class 17 contains 238598 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 164661 members 
Mstep: Class 21 contains 169928 members 
Mstep: Class 22 contains 96525 members 
Mstep: Class 23 contains 46721 members 
Mstep: Class 24 contains 21540 members 
Mstep: Class 25 contains 171977 members 
Mstep: Class 26 contains 17156 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 81906 members 
Mstep: Class 30 contains 29457 members 
Mstep: Class 31 contains 11911 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 9370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573824.000000 Penalty: 117808.554688
Iteration 176Q: 34 clusters Score -2.055738e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 110214 members 
Mstep: Class 3 contains 21299 members 
Mstep: Class 4 contains 24554 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14425 members 
Mstep: Class 7 contains 22803 members 
Mstep: Class 8 contains 116394 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 70088 members 
Mstep: Class 11 contains 17443 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61130 members 
Mstep: Class 14 contains 160684 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36306 members 
Mstep: Class 17 contains 238580 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164642 members 
Mstep: Class 21 contains 169906 members 
Mstep: Class 22 contains 96510 members 
Mstep: Class 23 contains 46717 members 
Mstep: Class 24 contains 21538 members 
Mstep: Class 25 contains 171984 members 
Mstep: Class 26 contains 17149 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 81911 members 
Mstep: Class 30 contains 29442 members 
Mstep: Class 31 contains 11969 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573744.000000 Penalty: 117808.554688
Iteration 177Q: 34 clusters Score -2.055737e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 110208 members 
Mstep: Class 3 contains 21272 members 
Mstep: Class 4 contains 24539 members 
Mstep: Class 5 contains 16210 members 
Mstep: Class 6 contains 14441 members 
Mstep: Class 7 contains 22789 members 
Mstep: Class 8 contains 116462 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 70130 members 
Mstep: Class 11 contains 17444 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61111 members 
Mstep: Class 14 contains 160694 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36303 members 
Mstep: Class 17 contains 238559 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164610 members 
Mstep: Class 21 contains 169881 members 
Mstep: Class 22 contains 96490 members 
Mstep: Class 23 contains 46718 members 
Mstep: Class 24 contains 21533 members 
Mstep: Class 25 contains 171998 members 
Mstep: Class 26 contains 17112 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 81929 members 
Mstep: Class 30 contains 29430 members 
Mstep: Class 31 contains 12019 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 9419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573760.000000 Penalty: 117808.554688
Iteration 178Q: 34 clusters Score -2.055738e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 110203 members 
Mstep: Class 3 contains 21256 members 
Mstep: Class 4 contains 24528 members 
Mstep: Class 5 contains 16211 members 
Mstep: Class 6 contains 14460 members 
Mstep: Class 7 contains 22776 members 
Mstep: Class 8 contains 116508 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 70177 members 
Mstep: Class 11 contains 17441 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61090 members 
Mstep: Class 14 contains 160693 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36299 members 
Mstep: Class 17 contains 238507 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 164600 members 
Mstep: Class 21 contains 169871 members 
Mstep: Class 22 contains 96473 members 
Mstep: Class 23 contains 46719 members 
Mstep: Class 24 contains 21535 members 
Mstep: Class 25 contains 172002 members 
Mstep: Class 26 contains 17080 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81934 members 
Mstep: Class 30 contains 29420 members 
Mstep: Class 31 contains 12066 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 9445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573456.000000 Penalty: 117808.554688
Iteration 179Q: 34 clusters Score -2.055735e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 110181 members 
Mstep: Class 3 contains 21217 members 
Mstep: Class 4 contains 24517 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14466 members 
Mstep: Class 7 contains 22773 members 
Mstep: Class 8 contains 116541 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 70220 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61077 members 
Mstep: Class 14 contains 160694 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 238471 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164587 members 
Mstep: Class 21 contains 169865 members 
Mstep: Class 22 contains 96456 members 
Mstep: Class 23 contains 46720 members 
Mstep: Class 24 contains 21535 members 
Mstep: Class 25 contains 172013 members 
Mstep: Class 26 contains 17081 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81940 members 
Mstep: Class 30 contains 29411 members 
Mstep: Class 31 contains 12101 members 
Mstep: Class 32 contains 5972 members 
Mstep: Class 33 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573456.000000 Penalty: 117808.554688
Iteration 180F: 34 clusters Score -2.055735e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 110163 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 24516 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14477 members 
Mstep: Class 7 contains 22767 members 
Mstep: Class 8 contains 116569 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 70270 members 
Mstep: Class 11 contains 17441 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61064 members 
Mstep: Class 14 contains 160702 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 238444 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164584 members 
Mstep: Class 21 contains 169849 members 
Mstep: Class 22 contains 96425 members 
Mstep: Class 23 contains 46723 members 
Mstep: Class 24 contains 21530 members 
Mstep: Class 25 contains 172015 members 
Mstep: Class 26 contains 17079 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81955 members 
Mstep: Class 30 contains 29404 members 
Mstep: Class 31 contains 12138 members 
Mstep: Class 32 contains 5976 members 
Mstep: Class 33 contains 9480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573312.000000 Penalty: 117808.554688
Iteration 181Q: 34 clusters Score -2.055733e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 110146 members 
Mstep: Class 3 contains 21180 members 
Mstep: Class 4 contains 24510 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14489 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 116601 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 70316 members 
Mstep: Class 11 contains 17432 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61059 members 
Mstep: Class 14 contains 160697 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36287 members 
Mstep: Class 17 contains 238415 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164581 members 
Mstep: Class 21 contains 169831 members 
Mstep: Class 22 contains 96411 members 
Mstep: Class 23 contains 46726 members 
Mstep: Class 24 contains 21526 members 
Mstep: Class 25 contains 172012 members 
Mstep: Class 26 contains 17069 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81966 members 
Mstep: Class 30 contains 29398 members 
Mstep: Class 31 contains 12168 members 
Mstep: Class 32 contains 5978 members 
Mstep: Class 33 contains 9497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573568.000000 Penalty: 117808.554688
Iteration 182Q: 34 clusters Score -2.055736e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 110134 members 
Mstep: Class 3 contains 21168 members 
Mstep: Class 4 contains 24510 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14498 members 
Mstep: Class 7 contains 22749 members 
Mstep: Class 8 contains 116637 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 70355 members 
Mstep: Class 11 contains 17414 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61056 members 
Mstep: Class 14 contains 160703 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 238390 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 17369 members 
Mstep: Class 20 contains 164578 members 
Mstep: Class 21 contains 169807 members 
Mstep: Class 22 contains 96394 members 
Mstep: Class 23 contains 46725 members 
Mstep: Class 24 contains 21523 members 
Mstep: Class 25 contains 172016 members 
Mstep: Class 26 contains 17037 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81979 members 
Mstep: Class 30 contains 29399 members 
Mstep: Class 31 contains 12198 members 
Mstep: Class 32 contains 5978 members 
Mstep: Class 33 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573664.000000 Penalty: 117808.554688
Iteration 183Q: 34 clusters Score -2.055737e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 110126 members 
Mstep: Class 3 contains 21145 members 
Mstep: Class 4 contains 24515 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14510 members 
Mstep: Class 7 contains 22743 members 
Mstep: Class 8 contains 116658 members 
Mstep: Class 9 contains 2770 members 
Mstep: Class 10 contains 70379 members 
Mstep: Class 11 contains 17405 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61050 members 
Mstep: Class 14 contains 160700 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36293 members 
Mstep: Class 17 contains 238360 members 
Mstep: Class 18 contains 4199 members 
Mstep: Class 19 contains 17365 members 
Mstep: Class 20 contains 164568 members 
Mstep: Class 21 contains 169792 members 
Mstep: Class 22 contains 96382 members 
Mstep: Class 23 contains 46723 members 
Mstep: Class 24 contains 21516 members 
Mstep: Class 25 contains 172040 members 
Mstep: Class 26 contains 17001 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81982 members 
Mstep: Class 30 contains 29386 members 
Mstep: Class 31 contains 12234 members 
Mstep: Class 32 contains 5981 members 
Mstep: Class 33 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573856.000000 Penalty: 117808.554688
Iteration 184Q: 34 clusters Score -2.055739e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 110109 members 
Mstep: Class 3 contains 21131 members 
Mstep: Class 4 contains 24535 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14525 members 
Mstep: Class 7 contains 22738 members 
Mstep: Class 8 contains 116677 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 70415 members 
Mstep: Class 11 contains 17389 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61045 members 
Mstep: Class 14 contains 160706 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36301 members 
Mstep: Class 17 contains 238319 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164552 members 
Mstep: Class 21 contains 169784 members 
Mstep: Class 22 contains 96365 members 
Mstep: Class 23 contains 46729 members 
Mstep: Class 24 contains 21512 members 
Mstep: Class 25 contains 172050 members 
Mstep: Class 26 contains 16974 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 81995 members 
Mstep: Class 30 contains 29377 members 
Mstep: Class 31 contains 12262 members 
Mstep: Class 32 contains 5979 members 
Mstep: Class 33 contains 9576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573472.000000 Penalty: 117808.554688
Iteration 185Q: 34 clusters Score -2.055735e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 110106 members 
Mstep: Class 3 contains 21098 members 
Mstep: Class 4 contains 24537 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14541 members 
Mstep: Class 7 contains 22734 members 
Mstep: Class 8 contains 116711 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 70444 members 
Mstep: Class 11 contains 17366 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61035 members 
Mstep: Class 14 contains 160727 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36303 members 
Mstep: Class 17 contains 238292 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 17368 members 
Mstep: Class 20 contains 164514 members 
Mstep: Class 21 contains 169775 members 
Mstep: Class 22 contains 96355 members 
Mstep: Class 23 contains 46731 members 
Mstep: Class 24 contains 21517 members 
Mstep: Class 25 contains 172060 members 
Mstep: Class 26 contains 16942 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82003 members 
Mstep: Class 30 contains 29367 members 
Mstep: Class 31 contains 12302 members 
Mstep: Class 32 contains 5978 members 
Mstep: Class 33 contains 9605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573440.000000 Penalty: 117808.554688
Iteration 186Q: 34 clusters Score -2.055734e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 110092 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 24542 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14547 members 
Mstep: Class 7 contains 22735 members 
Mstep: Class 8 contains 116736 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 70465 members 
Mstep: Class 11 contains 17357 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61027 members 
Mstep: Class 14 contains 160738 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36309 members 
Mstep: Class 17 contains 238253 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 164504 members 
Mstep: Class 21 contains 169762 members 
Mstep: Class 22 contains 96343 members 
Mstep: Class 23 contains 46734 members 
Mstep: Class 24 contains 21513 members 
Mstep: Class 25 contains 172067 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82013 members 
Mstep: Class 30 contains 29354 members 
Mstep: Class 31 contains 12336 members 
Mstep: Class 32 contains 5978 members 
Mstep: Class 33 contains 9634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573616.000000 Penalty: 117808.554688
Iteration 187Q: 34 clusters Score -2.055736e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 110084 members 
Mstep: Class 3 contains 21064 members 
Mstep: Class 4 contains 24542 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14555 members 
Mstep: Class 7 contains 22730 members 
Mstep: Class 8 contains 116757 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 70482 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61020 members 
Mstep: Class 14 contains 160743 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36309 members 
Mstep: Class 17 contains 238227 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 164500 members 
Mstep: Class 21 contains 169749 members 
Mstep: Class 22 contains 96333 members 
Mstep: Class 23 contains 46735 members 
Mstep: Class 24 contains 21507 members 
Mstep: Class 25 contains 172074 members 
Mstep: Class 26 contains 16890 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82025 members 
Mstep: Class 30 contains 29342 members 
Mstep: Class 31 contains 12365 members 
Mstep: Class 32 contains 5979 members 
Mstep: Class 33 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573712.000000 Penalty: 117808.554688
Iteration 188Q: 34 clusters Score -2.055737e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 110073 members 
Mstep: Class 3 contains 21051 members 
Mstep: Class 4 contains 24538 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14562 members 
Mstep: Class 7 contains 22733 members 
Mstep: Class 8 contains 116775 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 70504 members 
Mstep: Class 11 contains 17351 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61006 members 
Mstep: Class 14 contains 160755 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36304 members 
Mstep: Class 17 contains 238189 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 17382 members 
Mstep: Class 20 contains 164499 members 
Mstep: Class 21 contains 169754 members 
Mstep: Class 22 contains 96328 members 
Mstep: Class 23 contains 46738 members 
Mstep: Class 24 contains 21502 members 
Mstep: Class 25 contains 172072 members 
Mstep: Class 26 contains 16857 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82031 members 
Mstep: Class 30 contains 29331 members 
Mstep: Class 31 contains 12389 members 
Mstep: Class 32 contains 5981 members 
Mstep: Class 33 contains 9689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573904.000000 Penalty: 117808.554688
Iteration 189Q: 34 clusters Score -2.055739e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 110062 members 
Mstep: Class 3 contains 21047 members 
Mstep: Class 4 contains 24535 members 
Mstep: Class 5 contains 16205 members 
Mstep: Class 6 contains 14565 members 
Mstep: Class 7 contains 22732 members 
Mstep: Class 8 contains 116796 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 70514 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 61001 members 
Mstep: Class 14 contains 160757 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36302 members 
Mstep: Class 17 contains 238176 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 20 contains 164474 members 
Mstep: Class 21 contains 169744 members 
Mstep: Class 22 contains 96325 members 
Mstep: Class 23 contains 46738 members 
Mstep: Class 24 contains 21504 members 
Mstep: Class 25 contains 172071 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82042 members 
Mstep: Class 30 contains 29321 members 
Mstep: Class 31 contains 12406 members 
Mstep: Class 32 contains 5982 members 
Mstep: Class 33 contains 9715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574048.000000 Penalty: 117808.554688
Iteration 190Q: 34 clusters Score -2.05574e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 21049 members 
Mstep: Class 4 contains 24549 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14571 members 
Mstep: Class 7 contains 22726 members 
Mstep: Class 8 contains 116808 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 70523 members 
Mstep: Class 11 contains 17343 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60989 members 
Mstep: Class 14 contains 160762 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36302 members 
Mstep: Class 17 contains 238147 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 17388 members 
Mstep: Class 20 contains 164463 members 
Mstep: Class 21 contains 169737 members 
Mstep: Class 22 contains 96321 members 
Mstep: Class 23 contains 46741 members 
Mstep: Class 24 contains 21503 members 
Mstep: Class 25 contains 172078 members 
Mstep: Class 26 contains 16829 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82052 members 
Mstep: Class 30 contains 29318 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 5980 members 
Mstep: Class 33 contains 9728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574208.000000 Penalty: 117808.554688
Iteration 191Q: 34 clusters Score -2.055742e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 110051 members 
Mstep: Class 3 contains 21054 members 
Mstep: Class 4 contains 24553 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14578 members 
Mstep: Class 7 contains 22722 members 
Mstep: Class 8 contains 116818 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 70533 members 
Mstep: Class 11 contains 17323 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60977 members 
Mstep: Class 14 contains 160752 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36302 members 
Mstep: Class 17 contains 238121 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 17388 members 
Mstep: Class 20 contains 164464 members 
Mstep: Class 21 contains 169736 members 
Mstep: Class 22 contains 96324 members 
Mstep: Class 23 contains 46744 members 
Mstep: Class 24 contains 21503 members 
Mstep: Class 25 contains 172084 members 
Mstep: Class 26 contains 16826 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82055 members 
Mstep: Class 30 contains 29312 members 
Mstep: Class 31 contains 12451 members 
Mstep: Class 32 contains 5980 members 
Mstep: Class 33 contains 9742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574336.000000 Penalty: 117808.554688
Iteration 192Q: 34 clusters Score -2.055743e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 110052 members 
Mstep: Class 3 contains 21064 members 
Mstep: Class 4 contains 24558 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 22719 members 
Mstep: Class 8 contains 116822 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 70555 members 
Mstep: Class 11 contains 17314 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60971 members 
Mstep: Class 14 contains 160747 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36302 members 
Mstep: Class 17 contains 238096 members 
Mstep: Class 18 contains 4186 members 
Mstep: Class 19 contains 17389 members 
Mstep: Class 20 contains 164458 members 
Mstep: Class 21 contains 169735 members 
Mstep: Class 22 contains 96326 members 
Mstep: Class 23 contains 46743 members 
Mstep: Class 24 contains 21504 members 
Mstep: Class 25 contains 172079 members 
Mstep: Class 26 contains 16810 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82063 members 
Mstep: Class 30 contains 29305 members 
Mstep: Class 31 contains 12461 members 
Mstep: Class 32 contains 5981 members 
Mstep: Class 33 contains 9753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574144.000000 Penalty: 117808.554688
Iteration 193Q: 34 clusters Score -2.055741e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 110045 members 
Mstep: Class 3 contains 21066 members 
Mstep: Class 4 contains 24561 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14589 members 
Mstep: Class 7 contains 22718 members 
Mstep: Class 8 contains 116836 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 70573 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60968 members 
Mstep: Class 14 contains 160741 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36300 members 
Mstep: Class 17 contains 238079 members 
Mstep: Class 18 contains 4186 members 
Mstep: Class 19 contains 17387 members 
Mstep: Class 20 contains 164458 members 
Mstep: Class 21 contains 169734 members 
Mstep: Class 22 contains 96321 members 
Mstep: Class 23 contains 46743 members 
Mstep: Class 24 contains 21504 members 
Mstep: Class 25 contains 172082 members 
Mstep: Class 26 contains 16802 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82076 members 
Mstep: Class 30 contains 29302 members 
Mstep: Class 31 contains 12476 members 
Mstep: Class 32 contains 5977 members 
Mstep: Class 33 contains 9764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574128.000000 Penalty: 117808.554688
Iteration 194Q: 34 clusters Score -2.055741e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 110047 members 
Mstep: Class 3 contains 21067 members 
Mstep: Class 4 contains 24558 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14591 members 
Mstep: Class 7 contains 22714 members 
Mstep: Class 8 contains 116846 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 70585 members 
Mstep: Class 11 contains 17284 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60965 members 
Mstep: Class 14 contains 160749 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36300 members 
Mstep: Class 17 contains 238066 members 
Mstep: Class 18 contains 4186 members 
Mstep: Class 19 contains 17384 members 
Mstep: Class 20 contains 164450 members 
Mstep: Class 21 contains 169727 members 
Mstep: Class 22 contains 96311 members 
Mstep: Class 23 contains 46744 members 
Mstep: Class 24 contains 21503 members 
Mstep: Class 25 contains 172089 members 
Mstep: Class 26 contains 16798 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82083 members 
Mstep: Class 30 contains 29301 members 
Mstep: Class 31 contains 12496 members 
Mstep: Class 32 contains 5972 members 
Mstep: Class 33 contains 9772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574272.000000 Penalty: 117808.554688
Iteration 195Q: 34 clusters Score -2.055743e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 110041 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 24563 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14590 members 
Mstep: Class 7 contains 22714 members 
Mstep: Class 8 contains 116859 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 70597 members 
Mstep: Class 11 contains 17273 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60963 members 
Mstep: Class 14 contains 160757 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36303 members 
Mstep: Class 17 contains 238049 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 164444 members 
Mstep: Class 21 contains 169714 members 
Mstep: Class 22 contains 96305 members 
Mstep: Class 23 contains 46745 members 
Mstep: Class 24 contains 21501 members 
Mstep: Class 25 contains 172096 members 
Mstep: Class 26 contains 16788 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82092 members 
Mstep: Class 30 contains 29302 members 
Mstep: Class 31 contains 12516 members 
Mstep: Class 32 contains 5969 members 
Mstep: Class 33 contains 9784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574480.000000 Penalty: 117808.554688
Iteration 196Q: 34 clusters Score -2.055745e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 110036 members 
Mstep: Class 3 contains 21053 members 
Mstep: Class 4 contains 24566 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14593 members 
Mstep: Class 7 contains 22710 members 
Mstep: Class 8 contains 116865 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 70608 members 
Mstep: Class 11 contains 17248 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60958 members 
Mstep: Class 14 contains 160759 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36306 members 
Mstep: Class 17 contains 238039 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 17373 members 
Mstep: Class 20 contains 164444 members 
Mstep: Class 21 contains 169704 members 
Mstep: Class 22 contains 96304 members 
Mstep: Class 23 contains 46746 members 
Mstep: Class 24 contains 21498 members 
Mstep: Class 25 contains 172103 members 
Mstep: Class 26 contains 16785 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82101 members 
Mstep: Class 30 contains 29300 members 
Mstep: Class 31 contains 12532 members 
Mstep: Class 32 contains 5969 members 
Mstep: Class 33 contains 9793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 117808.554688
Iteration 197Q: 34 clusters Score -2.055744e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 110038 members 
Mstep: Class 3 contains 21054 members 
Mstep: Class 4 contains 24567 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14593 members 
Mstep: Class 7 contains 22705 members 
Mstep: Class 8 contains 116880 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 70622 members 
Mstep: Class 11 contains 17225 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60955 members 
Mstep: Class 14 contains 160763 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36305 members 
Mstep: Class 17 contains 238027 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 164440 members 
Mstep: Class 21 contains 169702 members 
Mstep: Class 22 contains 96299 members 
Mstep: Class 23 contains 46751 members 
Mstep: Class 24 contains 21495 members 
Mstep: Class 25 contains 172108 members 
Mstep: Class 26 contains 16777 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82113 members 
Mstep: Class 30 contains 29303 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 198Q: 34 clusters Score -2.055744e+08 nChanged 224
Entering ConstructFrom: 
Score: -205574384.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Entering Unmasked Estep 
Score: -2301974.500000 Penalty: 2463.768555
	Iteration 0F: 2 clusters Score -2301974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2287655.500000 Penalty: 4927.537109
	Iteration 0F: 3 clusters Score -2287656 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2292554.750000 Penalty: 4927.537109
	Iteration 1F: 3 clusters Score -2292555 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2293125.250000 Penalty: 4927.537109
	Iteration 2F: 3 clusters Score -2293125 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2293608.500000 Penalty: 4927.537109
	Iteration 3F: 3 clusters Score -2293608 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2294039.500000 Penalty: 4927.537109
	Iteration 4Q: 3 clusters Score -2294040 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2294483.250000 Penalty: 4927.537109
	Iteration 5Q: 3 clusters Score -2294483 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2294917.500000 Penalty: 4927.537109
	Iteration 6Q: 3 clusters Score -2294918 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2295416.000000 Penalty: 4927.537109
	Iteration 7Q: 3 clusters Score -2295416 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2295918.250000 Penalty: 4927.537109
	Iteration 8Q: 3 clusters Score -2295918 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2296493.500000 Penalty: 4927.537109
	Iteration 9Q: 3 clusters Score -2296494 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2297117.750000 Penalty: 4927.537109
	Iteration 10Q: 3 clusters Score -2297118 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2297744.750000 Penalty: 4927.537109
	Iteration 11Q: 3 clusters Score -2297745 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2298340.750000 Penalty: 4927.537109
	Iteration 12Q: 3 clusters Score -2298341 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2298813.250000 Penalty: 4927.537109
	Iteration 13Q: 3 clusters Score -2298813 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2299231.750000 Penalty: 4927.537109
	Iteration 14Q: 3 clusters Score -2299232 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2299530.250000 Penalty: 4927.537109
	Iteration 15Q: 3 clusters Score -2299530 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2299737.250000 Penalty: 4927.537109
	Iteration 16Q: 3 clusters Score -2299737 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2299862.250000 Penalty: 4927.537109
	Iteration 17Q: 3 clusters Score -2299862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2299937.750000 Penalty: 4927.537109
	Iteration 18Q: 3 clusters Score -2299938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2299989.750000 Penalty: 4927.537109
	Iteration 19Q: 3 clusters Score -2299990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2300030.000000 Penalty: 4927.537109
	Iteration 20F: 3 clusters Score -2300030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2300038.500000 Penalty: 4927.537109
	Iteration 21Q: 3 clusters Score -2300038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2300051.750000 Penalty: 4927.537109
	Iteration 22Q: 3 clusters Score -2300052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2300060.500000 Penalty: 4927.537109
	Iteration 23Q: 3 clusters Score -2300060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2300063.500000 Penalty: 4927.537109
	Iteration 24Q: 3 clusters Score -2300064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2300064.500000 Penalty: 4927.537109
	Iteration 25Q: 3 clusters Score -2300064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2300064.250000 Penalty: 4927.537109
	Iteration 26Q: 3 clusters Score -2300064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2300063.250000 Penalty: 4927.537109
	Iteration 27Q: 3 clusters Score -2300063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2300067.000000 Penalty: 4927.537109
	Iteration 28Q: 3 clusters Score -2300067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2300068.250000 Penalty: 4927.537109
	Iteration 29Q: 3 clusters Score -2300068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2300070.250000 Penalty: 4927.537109
	Iteration 30Q: 3 clusters Score -2300070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2300069.250000 Penalty: 4927.537109
	Iteration 31Q: 3 clusters Score -2300069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2300069.250000 Penalty: 4927.537109
	Iteration 32F: 3 clusters Score -2300069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Entering Unmasked Estep 
Score: -13071561.000000 Penalty: 2878.930420
	Iteration 0F: 2 clusters Score -1.307156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -12997954.000000 Penalty: 5757.860840
	Iteration 0F: 3 clusters Score -1.299795e+07 nChanged 52283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -13027757.000000 Penalty: 5757.860840
	Iteration 1F: 3 clusters Score -1.302776e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -13028610.000000 Penalty: 5757.860840
	Iteration 2Q: 3 clusters Score -1.302861e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -13029589.000000 Penalty: 5757.860840
	Iteration 3Q: 3 clusters Score -1.302959e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -13031077.000000 Penalty: 5757.860840
	Iteration 4Q: 3 clusters Score -1.303108e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -13032953.000000 Penalty: 5757.860840
	Iteration 5Q: 3 clusters Score -1.303295e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -13035654.000000 Penalty: 5757.860840
	Iteration 6Q: 3 clusters Score -1.303565e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -13039395.000000 Penalty: 5757.860840
	Iteration 7F: 3 clusters Score -1.30394e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -13043952.000000 Penalty: 5757.860840
	Iteration 8F: 3 clusters Score -1.304395e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -13049494.000000 Penalty: 5757.860840
	Iteration 9F: 3 clusters Score -1.304949e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -13054738.000000 Penalty: 5757.860840
	Iteration 10F: 3 clusters Score -1.305474e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -13059458.000000 Penalty: 5757.860840
	Iteration 11F: 3 clusters Score -1.305946e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -13062887.000000 Penalty: 5757.860840
	Iteration 12Q: 3 clusters Score -1.306289e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -13065270.000000 Penalty: 5757.860840
	Iteration 13Q: 3 clusters Score -1.306527e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -13066770.000000 Penalty: 5757.860840
	Iteration 14Q: 3 clusters Score -1.306677e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -13067774.000000 Penalty: 5757.860840
	Iteration 15Q: 3 clusters Score -1.306777e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -13068444.000000 Penalty: 5757.860840
	Iteration 16Q: 3 clusters Score -1.306844e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 107091 members 
Entering Unmasked Estep 
Score: -13068819.000000 Penalty: 5757.860840
	Iteration 17Q: 3 clusters Score -1.306882e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -13069012.000000 Penalty: 5757.860840
	Iteration 18Q: 3 clusters Score -1.306901e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -13069131.000000 Penalty: 5757.860840
	Iteration 19Q: 3 clusters Score -1.306913e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -13069233.000000 Penalty: 5757.860840
	Iteration 20F: 3 clusters Score -1.306923e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -13069291.000000 Penalty: 5757.860840
	Iteration 21Q: 3 clusters Score -1.306929e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -13069338.000000 Penalty: 5757.860840
	Iteration 22Q: 3 clusters Score -1.306934e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 108097 members 
Entering Unmasked Estep 
Score: -13069384.000000 Penalty: 5757.860840
	Iteration 23Q: 3 clusters Score -1.306938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -13069411.000000 Penalty: 5757.860840
	Iteration 24Q: 3 clusters Score -1.306941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -13069440.000000 Penalty: 5757.860840
	Iteration 25Q: 3 clusters Score -1.306944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -13069441.000000 Penalty: 5757.860840
	Iteration 26Q: 3 clusters Score -1.306944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -13069445.000000 Penalty: 5757.860840
	Iteration 27Q: 3 clusters Score -1.306944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -13069461.000000 Penalty: 5757.860840
	Iteration 28Q: 3 clusters Score -1.306946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -13069473.000000 Penalty: 5757.860840
	Iteration 29Q: 3 clusters Score -1.306947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -13069471.000000 Penalty: 5757.860840
	Iteration 30Q: 3 clusters Score -1.306947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -13069491.000000 Penalty: 5757.860840
	Iteration 31Q: 3 clusters Score -1.306949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -13069497.000000 Penalty: 5757.860840
	Iteration 32Q: 3 clusters Score -1.30695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 108309 members 
Entering Unmasked Estep 
Score: -13069502.000000 Penalty: 5757.860840
	Iteration 33Q: 3 clusters Score -1.30695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -13069492.000000 Penalty: 5757.860840
	Iteration 34Q: 3 clusters Score -1.306949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -13069492.000000 Penalty: 5757.860840
	Iteration 35Q: 3 clusters Score -1.306949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -13069506.000000 Penalty: 5757.860840
	Iteration 36Q: 3 clusters Score -1.306951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -13069524.000000 Penalty: 5757.860840
	Iteration 37Q: 3 clusters Score -1.306952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -13069529.000000 Penalty: 5757.860840
	Iteration 38Q: 3 clusters Score -1.306953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 108355 members 
Entering Unmasked Estep 
Score: -13069541.000000 Penalty: 5757.860840
	Iteration 39Q: 3 clusters Score -1.306954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -13069536.000000 Penalty: 5757.860840
	Iteration 40F: 3 clusters Score -1.306954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 108375 members 
Entering Unmasked Estep 
Score: -13069533.000000 Penalty: 5757.860840
	Iteration 41Q: 3 clusters Score -1.306953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 108385 members 
Entering Unmasked Estep 
Score: -13069544.000000 Penalty: 5757.860840
	Iteration 42Q: 3 clusters Score -1.306954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -13069545.000000 Penalty: 5757.860840
	Iteration 43Q: 3 clusters Score -1.306954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -13069555.000000 Penalty: 5757.860840
	Iteration 44Q: 3 clusters Score -1.306956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -13069546.000000 Penalty: 5757.860840
	Iteration 45Q: 3 clusters Score -1.306955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -13069549.000000 Penalty: 5757.860840
	Iteration 46Q: 3 clusters Score -1.306955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 108410 members 
Entering Unmasked Estep 
Score: -13069553.000000 Penalty: 5757.860840
	Iteration 47Q: 3 clusters Score -1.306955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 108418 members 
Entering Unmasked Estep 
Score: -13069558.000000 Penalty: 5757.860840
	Iteration 48Q: 3 clusters Score -1.306956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -13069553.000000 Penalty: 5757.860840
	Iteration 49Q: 3 clusters Score -1.306955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -13069559.000000 Penalty: 5757.860840
	Iteration 50Q: 3 clusters Score -1.306956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -13069562.000000 Penalty: 5757.860840
	Iteration 51Q: 3 clusters Score -1.306956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -13069560.000000 Penalty: 5757.860840
	Iteration 52Q: 3 clusters Score -1.306956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -13069566.000000 Penalty: 5757.860840
	Iteration 53Q: 3 clusters Score -1.306957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 108442 members 
Entering Unmasked Estep 
Score: -13069565.000000 Penalty: 5757.860840
	Iteration 54Q: 3 clusters Score -1.306956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -13069568.000000 Penalty: 5757.860840
	Iteration 55Q: 3 clusters Score -1.306957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -13069563.000000 Penalty: 5757.860840
	Iteration 56Q: 3 clusters Score -1.306956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -13069573.000000 Penalty: 5757.860840
	Iteration 57Q: 3 clusters Score -1.306957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -13069562.000000 Penalty: 5757.860840
	Iteration 58Q: 3 clusters Score -1.306956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -13069570.000000 Penalty: 5757.860840
	Iteration 59Q: 3 clusters Score -1.306957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 108450 members 
Entering Unmasked Estep 
Score: -13069557.000000 Penalty: 5757.860840
	Iteration 60F: 3 clusters Score -1.306956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -13069557.000000 Penalty: 5757.860840
	Iteration 61Q: 3 clusters Score -1.306956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 108450 members 
Entering Unmasked Estep 
Score: -13069563.000000 Penalty: 5757.860840
	Iteration 62Q: 3 clusters Score -1.306956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -13069556.000000 Penalty: 5757.860840
	Iteration 63Q: 3 clusters Score -1.306956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -13069567.000000 Penalty: 5757.860840
	Iteration 64Q: 3 clusters Score -1.306957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -13069557.000000 Penalty: 5757.860840
	Iteration 65Q: 3 clusters Score -1.306956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -13069556.000000 Penalty: 5757.860840
	Iteration 66Q: 3 clusters Score -1.306956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
Score: -13069563.000000 Penalty: 5757.860840
	Iteration 67Q: 3 clusters Score -1.306956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
Score: -13069565.000000 Penalty: 5757.860840
	Iteration 68Q: 3 clusters Score -1.306956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -13069567.000000 Penalty: 5757.860840
	Iteration 69Q: 3 clusters Score -1.306957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -13069559.000000 Penalty: 5757.860840
	Iteration 70Q: 3 clusters Score -1.306956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -13069559.000000 Penalty: 5757.860840
	Iteration 71Q: 3 clusters Score -1.306956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -13069551.000000 Penalty: 5757.860840
	Iteration 72Q: 3 clusters Score -1.306955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 108467 members 
Entering Unmasked Estep 
Score: -13069559.000000 Penalty: 5757.860840
	Iteration 73Q: 3 clusters Score -1.306956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -13069554.000000 Penalty: 5757.860840
	Iteration 74Q: 3 clusters Score -1.306955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -13069564.000000 Penalty: 5757.860840
	Iteration 75Q: 3 clusters Score -1.306956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -13069564.000000 Penalty: 5757.860840
	Iteration 76F: 3 clusters Score -1.306956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Entering Unmasked Estep 
Score: -2409857.000000 Penalty: 2468.825195
	Iteration 0F: 2 clusters Score -2409857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2395086.500000 Penalty: 4937.650391
	Iteration 0F: 3 clusters Score -2395086 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2400156.750000 Penalty: 4937.650391
	Iteration 1F: 3 clusters Score -2400157 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2400701.750000 Penalty: 4937.650391
	Iteration 2F: 3 clusters Score -2400702 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2401244.500000 Penalty: 4937.650391
	Iteration 3F: 3 clusters Score -2401244 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2401784.750000 Penalty: 4937.650391
	Iteration 4F: 3 clusters Score -2401785 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2402377.750000 Penalty: 4937.650391
	Iteration 5F: 3 clusters Score -2402378 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2402948.250000 Penalty: 4937.650391
	Iteration 6Q: 3 clusters Score -2402948 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2403465.500000 Penalty: 4937.650391
	Iteration 7Q: 3 clusters Score -2403466 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2403923.750000 Penalty: 4937.650391
	Iteration 8Q: 3 clusters Score -2403924 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2404346.750000 Penalty: 4937.650391
	Iteration 9Q: 3 clusters Score -2404347 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2404751.000000 Penalty: 4937.650391
	Iteration 10Q: 3 clusters Score -2404751 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2405154.000000 Penalty: 4937.650391
	Iteration 11Q: 3 clusters Score -2405154 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2405481.500000 Penalty: 4937.650391
	Iteration 12Q: 3 clusters Score -2405482 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2405804.000000 Penalty: 4937.650391
	Iteration 13Q: 3 clusters Score -2405804 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2406031.000000 Penalty: 4937.650391
	Iteration 14Q: 3 clusters Score -2406031 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2406193.750000 Penalty: 4937.650391
	Iteration 15Q: 3 clusters Score -2406194 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2406330.500000 Penalty: 4937.650391
	Iteration 16Q: 3 clusters Score -2406330 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2406418.250000 Penalty: 4937.650391
	Iteration 17Q: 3 clusters Score -2406418 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2406498.750000 Penalty: 4937.650391
	Iteration 18Q: 3 clusters Score -2406499 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2406555.750000 Penalty: 4937.650391
	Iteration 19Q: 3 clusters Score -2406556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2406592.750000 Penalty: 4937.650391
	Iteration 20F: 3 clusters Score -2406593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2406623.250000 Penalty: 4937.650391
	Iteration 21Q: 3 clusters Score -2406623 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2406653.500000 Penalty: 4937.650391
	Iteration 22Q: 3 clusters Score -2406654 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2406670.500000 Penalty: 4937.650391
	Iteration 23Q: 3 clusters Score -2406670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2406689.250000 Penalty: 4937.650391
	Iteration 24Q: 3 clusters Score -2406689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2406717.750000 Penalty: 4937.650391
	Iteration 25Q: 3 clusters Score -2406718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2406743.250000 Penalty: 4937.650391
	Iteration 26Q: 3 clusters Score -2406743 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2406765.000000 Penalty: 4937.650391
	Iteration 27Q: 3 clusters Score -2406765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2406789.500000 Penalty: 4937.650391
	Iteration 28Q: 3 clusters Score -2406790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2406801.500000 Penalty: 4937.650391
	Iteration 29Q: 3 clusters Score -2406802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2406819.250000 Penalty: 4937.650391
	Iteration 30Q: 3 clusters Score -2406819 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2406843.250000 Penalty: 4937.650391
	Iteration 31Q: 3 clusters Score -2406843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2406873.750000 Penalty: 4937.650391
	Iteration 32Q: 3 clusters Score -2406874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2406887.750000 Penalty: 4937.650391
	Iteration 33Q: 3 clusters Score -2406888 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2406916.250000 Penalty: 4937.650391
	Iteration 34Q: 3 clusters Score -2406916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2406940.500000 Penalty: 4937.650391
	Iteration 35Q: 3 clusters Score -2406940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2406962.500000 Penalty: 4937.650391
	Iteration 36Q: 3 clusters Score -2406962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2406975.750000 Penalty: 4937.650391
	Iteration 37Q: 3 clusters Score -2406976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2407004.500000 Penalty: 4937.650391
	Iteration 38Q: 3 clusters Score -2407004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2407019.250000 Penalty: 4937.650391
	Iteration 39Q: 3 clusters Score -2407019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2407039.500000 Penalty: 4937.650391
	Iteration 40F: 3 clusters Score -2407040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2407059.250000 Penalty: 4937.650391
	Iteration 41Q: 3 clusters Score -2407059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2407088.500000 Penalty: 4937.650391
	Iteration 42Q: 3 clusters Score -2407088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2407104.000000 Penalty: 4937.650391
	Iteration 43Q: 3 clusters Score -2407104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2407132.750000 Penalty: 4937.650391
	Iteration 44Q: 3 clusters Score -2407133 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2407157.750000 Penalty: 4937.650391
	Iteration 45Q: 3 clusters Score -2407158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2407195.250000 Penalty: 4937.650391
	Iteration 46Q: 3 clusters Score -2407195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2407224.500000 Penalty: 4937.650391
	Iteration 47Q: 3 clusters Score -2407224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2407257.750000 Penalty: 4937.650391
	Iteration 48Q: 3 clusters Score -2407258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2407277.750000 Penalty: 4937.650391
	Iteration 49Q: 3 clusters Score -2407278 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2407312.250000 Penalty: 4937.650391
	Iteration 50Q: 3 clusters Score -2407312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2407333.750000 Penalty: 4937.650391
	Iteration 51Q: 3 clusters Score -2407334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2407370.750000 Penalty: 4937.650391
	Iteration 52Q: 3 clusters Score -2407371 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2407412.250000 Penalty: 4937.650391
	Iteration 53Q: 3 clusters Score -2407412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2407442.750000 Penalty: 4937.650391
	Iteration 54Q: 3 clusters Score -2407443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2407465.000000 Penalty: 4937.650391
	Iteration 55Q: 3 clusters Score -2407465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2407482.500000 Penalty: 4937.650391
	Iteration 56Q: 3 clusters Score -2407482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2407501.250000 Penalty: 4937.650391
	Iteration 57Q: 3 clusters Score -2407501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2407515.750000 Penalty: 4937.650391
	Iteration 58Q: 3 clusters Score -2407516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2407543.750000 Penalty: 4937.650391
	Iteration 59Q: 3 clusters Score -2407544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2407560.750000 Penalty: 4937.650391
	Iteration 60F: 3 clusters Score -2407561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2407579.750000 Penalty: 4937.650391
	Iteration 61Q: 3 clusters Score -2407580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2407604.250000 Penalty: 4937.650391
	Iteration 62Q: 3 clusters Score -2407604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2407627.000000 Penalty: 4937.650391
	Iteration 63Q: 3 clusters Score -2407627 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2407658.500000 Penalty: 4937.650391
	Iteration 64Q: 3 clusters Score -2407658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2407704.250000 Penalty: 4937.650391
	Iteration 65Q: 3 clusters Score -2407704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2407743.500000 Penalty: 4937.650391
	Iteration 66Q: 3 clusters Score -2407744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2407777.250000 Penalty: 4937.650391
	Iteration 67Q: 3 clusters Score -2407777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2407807.500000 Penalty: 4937.650391
	Iteration 68Q: 3 clusters Score -2407808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2407827.000000 Penalty: 4937.650391
	Iteration 69Q: 3 clusters Score -2407827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2407840.750000 Penalty: 4937.650391
	Iteration 70Q: 3 clusters Score -2407841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2407857.500000 Penalty: 4937.650391
	Iteration 71Q: 3 clusters Score -2407858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2407874.750000 Penalty: 4937.650391
	Iteration 72Q: 3 clusters Score -2407875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2407890.000000 Penalty: 4937.650391
	Iteration 73Q: 3 clusters Score -2407890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2407922.250000 Penalty: 4937.650391
	Iteration 74Q: 3 clusters Score -2407922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2407946.000000 Penalty: 4937.650391
	Iteration 75Q: 3 clusters Score -2407946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2407976.750000 Penalty: 4937.650391
	Iteration 76Q: 3 clusters Score -2407977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2408003.500000 Penalty: 4937.650391
	Iteration 77Q: 3 clusters Score -2408004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2408041.000000 Penalty: 4937.650391
	Iteration 78Q: 3 clusters Score -2408041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2408092.750000 Penalty: 4937.650391
	Iteration 79Q: 3 clusters Score -2408093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2408152.750000 Penalty: 4937.650391
	Iteration 80F: 3 clusters Score -2408153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2408202.000000 Penalty: 4937.650391
	Iteration 81Q: 3 clusters Score -2408202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2408245.000000 Penalty: 4937.650391
	Iteration 82Q: 3 clusters Score -2408245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2408276.250000 Penalty: 4937.650391
	Iteration 83Q: 3 clusters Score -2408276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2408302.500000 Penalty: 4937.650391
	Iteration 84Q: 3 clusters Score -2408302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2408315.500000 Penalty: 4937.650391
	Iteration 85Q: 3 clusters Score -2408316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2408334.750000 Penalty: 4937.650391
	Iteration 86Q: 3 clusters Score -2408335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2408348.250000 Penalty: 4937.650391
	Iteration 87Q: 3 clusters Score -2408348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2408360.750000 Penalty: 4937.650391
	Iteration 88Q: 3 clusters Score -2408361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2408363.000000 Penalty: 4937.650391
	Iteration 89Q: 3 clusters Score -2408363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2408370.000000 Penalty: 4937.650391
	Iteration 90Q: 3 clusters Score -2408370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2408369.500000 Penalty: 4937.650391
	Iteration 91Q: 3 clusters Score -2408370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2408369.000000 Penalty: 4937.650391
	Iteration 92Q: 3 clusters Score -2408369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2408372.250000 Penalty: 4937.650391
	Iteration 93Q: 3 clusters Score -2408372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2408371.000000 Penalty: 4937.650391
	Iteration 94Q: 3 clusters Score -2408371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2408377.250000 Penalty: 4937.650391
	Iteration 95Q: 3 clusters Score -2408377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2408380.250000 Penalty: 4937.650391
	Iteration 96Q: 3 clusters Score -2408380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2408380.500000 Penalty: 4937.650391
	Iteration 97Q: 3 clusters Score -2408380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2408380.500000 Penalty: 4937.650391
	Iteration 98Q: 3 clusters Score -2408380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2408384.750000 Penalty: 4937.650391
	Iteration 99Q: 3 clusters Score -2408385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2408384.250000 Penalty: 4937.650391
	Iteration 100F: 3 clusters Score -2408384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2408386.500000 Penalty: 4937.650391
	Iteration 101Q: 3 clusters Score -2408386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2408385.000000 Penalty: 4937.650391
	Iteration 102Q: 3 clusters Score -2408385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2408385.000000 Penalty: 4937.650391
	Iteration 103Q: 3 clusters Score -2408385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2408384.250000 Penalty: 4937.650391
	Iteration 104Q: 3 clusters Score -2408384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2408388.750000 Penalty: 4937.650391
	Iteration 105Q: 3 clusters Score -2408389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2408390.500000 Penalty: 4937.650391
	Iteration 106Q: 3 clusters Score -2408390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2408396.000000 Penalty: 4937.650391
	Iteration 107Q: 3 clusters Score -2408396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2408394.500000 Penalty: 4937.650391
	Iteration 108Q: 3 clusters Score -2408394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2408393.250000 Penalty: 4937.650391
	Iteration 109Q: 3 clusters Score -2408393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2408394.500000 Penalty: 4937.650391
	Iteration 110Q: 3 clusters Score -2408394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2408392.250000 Penalty: 4937.650391
	Iteration 111Q: 3 clusters Score -2408392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2408392.250000 Penalty: 4937.650391
	Iteration 112F: 3 clusters Score -2408392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -2771323.250000 Penalty: 2507.121826
	Iteration 0F: 2 clusters Score -2771323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2754261.750000 Penalty: 5014.243652
	Iteration 0F: 3 clusters Score -2754262 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2760343.250000 Penalty: 5014.243652
	Iteration 1F: 3 clusters Score -2760343 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2760961.750000 Penalty: 5014.243652
	Iteration 2F: 3 clusters Score -2760962 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2761530.000000 Penalty: 5014.243652
	Iteration 3F: 3 clusters Score -2761530 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2762053.500000 Penalty: 5014.243652
	Iteration 4Q: 3 clusters Score -2762054 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2762548.250000 Penalty: 5014.243652
	Iteration 5Q: 3 clusters Score -2762548 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2762962.000000 Penalty: 5014.243652
	Iteration 6Q: 3 clusters Score -2762962 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2763349.750000 Penalty: 5014.243652
	Iteration 7Q: 3 clusters Score -2763350 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2763717.000000 Penalty: 5014.243652
	Iteration 8Q: 3 clusters Score -2763717 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2764051.750000 Penalty: 5014.243652
	Iteration 9Q: 3 clusters Score -2764052 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2764388.500000 Penalty: 5014.243652
	Iteration 10Q: 3 clusters Score -2764388 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2764686.250000 Penalty: 5014.243652
	Iteration 11Q: 3 clusters Score -2764686 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2765012.000000 Penalty: 5014.243652
	Iteration 12Q: 3 clusters Score -2765012 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2765374.750000 Penalty: 5014.243652
	Iteration 13Q: 3 clusters Score -2765375 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2765754.500000 Penalty: 5014.243652
	Iteration 14Q: 3 clusters Score -2765754 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2766082.000000 Penalty: 5014.243652
	Iteration 15Q: 3 clusters Score -2766082 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2766382.000000 Penalty: 5014.243652
	Iteration 16Q: 3 clusters Score -2766382 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2766646.000000 Penalty: 5014.243652
	Iteration 17Q: 3 clusters Score -2766646 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2766869.250000 Penalty: 5014.243652
	Iteration 18Q: 3 clusters Score -2766869 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2767085.750000 Penalty: 5014.243652
	Iteration 19Q: 3 clusters Score -2767086 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2767303.500000 Penalty: 5014.243652
	Iteration 20F: 3 clusters Score -2767304 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2767488.000000 Penalty: 5014.243652
	Iteration 21Q: 3 clusters Score -2767488 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2767715.500000 Penalty: 5014.243652
	Iteration 22Q: 3 clusters Score -2767716 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2767943.000000 Penalty: 5014.243652
	Iteration 23Q: 3 clusters Score -2767943 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2768165.250000 Penalty: 5014.243652
	Iteration 24Q: 3 clusters Score -2768165 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2768369.000000 Penalty: 5014.243652
	Iteration 25Q: 3 clusters Score -2768369 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2768566.500000 Penalty: 5014.243652
	Iteration 26Q: 3 clusters Score -2768566 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2768744.500000 Penalty: 5014.243652
	Iteration 27Q: 3 clusters Score -2768744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2768880.500000 Penalty: 5014.243652
	Iteration 28Q: 3 clusters Score -2768880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2768984.750000 Penalty: 5014.243652
	Iteration 29Q: 3 clusters Score -2768985 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2769080.750000 Penalty: 5014.243652
	Iteration 30Q: 3 clusters Score -2769081 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2769134.750000 Penalty: 5014.243652
	Iteration 31Q: 3 clusters Score -2769135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2769197.750000 Penalty: 5014.243652
	Iteration 32Q: 3 clusters Score -2769198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2769257.000000 Penalty: 5014.243652
	Iteration 33Q: 3 clusters Score -2769257 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2769294.750000 Penalty: 5014.243652
	Iteration 34Q: 3 clusters Score -2769295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2769330.000000 Penalty: 5014.243652
	Iteration 35Q: 3 clusters Score -2769330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2769350.750000 Penalty: 5014.243652
	Iteration 36Q: 3 clusters Score -2769351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2769368.000000 Penalty: 5014.243652
	Iteration 37Q: 3 clusters Score -2769368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2769383.750000 Penalty: 5014.243652
	Iteration 38Q: 3 clusters Score -2769384 nChanged 38
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: -2769410.250000 Penalty: 5014.243652
	Iteration 39Q: 3 clusters Score -2769410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2769416.000000 Penalty: 5014.243652
	Iteration 40F: 3 clusters Score -2769416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2769428.500000 Penalty: 5014.243652
	Iteration 41Q: 3 clusters Score -2769428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2769433.750000 Penalty: 5014.243652
	Iteration 42Q: 3 clusters Score -2769434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2769439.750000 Penalty: 5014.243652
	Iteration 43Q: 3 clusters Score -2769440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2769453.250000 Penalty: 5014.243652
	Iteration 44Q: 3 clusters Score -2769453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2769457.250000 Penalty: 5014.243652
	Iteration 45Q: 3 clusters Score -2769457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2769461.250000 Penalty: 5014.243652
	Iteration 46Q: 3 clusters Score -2769461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2769460.750000 Penalty: 5014.243652
	Iteration 47Q: 3 clusters Score -2769461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2769465.750000 Penalty: 5014.243652
	Iteration 48Q: 3 clusters Score -2769466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2769474.000000 Penalty: 5014.243652
	Iteration 49Q: 3 clusters Score -2769474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2769483.250000 Penalty: 5014.243652
	Iteration 50Q: 3 clusters Score -2769483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2769492.000000 Penalty: 5014.243652
	Iteration 51Q: 3 clusters Score -2769492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2769492.000000 Penalty: 5014.243652
	Iteration 52Q: 3 clusters Score -2769492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2769501.500000 Penalty: 5014.243652
	Iteration 53Q: 3 clusters Score -2769502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2769498.500000 Penalty: 5014.243652
	Iteration 54Q: 3 clusters Score -2769498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2769504.500000 Penalty: 5014.243652
	Iteration 55Q: 3 clusters Score -2769504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2769508.500000 Penalty: 5014.243652
	Iteration 56Q: 3 clusters Score -2769508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2769515.000000 Penalty: 5014.243652
	Iteration 57Q: 3 clusters Score -2769515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2769517.750000 Penalty: 5014.243652
	Iteration 58Q: 3 clusters Score -2769518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2769521.500000 Penalty: 5014.243652
	Iteration 59Q: 3 clusters Score -2769522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2769520.750000 Penalty: 5014.243652
	Iteration 60F: 3 clusters Score -2769521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2769520.000000 Penalty: 5014.243652
	Iteration 61Q: 3 clusters Score -2769520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2769522.000000 Penalty: 5014.243652
	Iteration 62Q: 3 clusters Score -2769522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2769522.000000 Penalty: 5014.243652
	Iteration 63F: 3 clusters Score -2769522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Entering Unmasked Estep 
Score: -1909370.250000 Penalty: 2403.790771
	Iteration 0F: 2 clusters Score -1909370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1897704.375000 Penalty: 4807.581543
	Iteration 0F: 3 clusters Score -1897704 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1901580.250000 Penalty: 4807.581543
	Iteration 1F: 3 clusters Score -1901580 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1902363.875000 Penalty: 4807.581543
	Iteration 2F: 3 clusters Score -1902364 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1903411.000000 Penalty: 4807.581543
	Iteration 3F: 3 clusters Score -1903411 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1904388.375000 Penalty: 4807.581543
	Iteration 4F: 3 clusters Score -1904388 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1905272.625000 Penalty: 4807.581543
	Iteration 5F: 3 clusters Score -1905273 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1906101.375000 Penalty: 4807.581543
	Iteration 6F: 3 clusters Score -1906101 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1906841.125000 Penalty: 4807.581543
	Iteration 7F: 3 clusters Score -1906841 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1907324.500000 Penalty: 4807.581543
	Iteration 8Q: 3 clusters Score -1907324 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1907686.250000 Penalty: 4807.581543
	Iteration 9Q: 3 clusters Score -1907686 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1907980.375000 Penalty: 4807.581543
	Iteration 10Q: 3 clusters Score -1907980 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1908209.875000 Penalty: 4807.581543
	Iteration 11Q: 3 clusters Score -1908210 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1908355.375000 Penalty: 4807.581543
	Iteration 12Q: 3 clusters Score -1908355 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1908476.750000 Penalty: 4807.581543
	Iteration 13Q: 3 clusters Score -1908477 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1908572.750000 Penalty: 4807.581543
	Iteration 14Q: 3 clusters Score -1908573 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1908651.875000 Penalty: 4807.581543
	Iteration 15Q: 3 clusters Score -1908652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1908728.875000 Penalty: 4807.581543
	Iteration 16Q: 3 clusters Score -1908729 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1908813.625000 Penalty: 4807.581543
	Iteration 17Q: 3 clusters Score -1908814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1908860.375000 Penalty: 4807.581543
	Iteration 18Q: 3 clusters Score -1908860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1908899.375000 Penalty: 4807.581543
	Iteration 19Q: 3 clusters Score -1908899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1908936.250000 Penalty: 4807.581543
	Iteration 20F: 3 clusters Score -1908936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1908972.500000 Penalty: 4807.581543
	Iteration 21Q: 3 clusters Score -1908972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1908984.250000 Penalty: 4807.581543
	Iteration 22Q: 3 clusters Score -1908984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1908998.750000 Penalty: 4807.581543
	Iteration 23Q: 3 clusters Score -1908999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1909011.000000 Penalty: 4807.581543
	Iteration 24Q: 3 clusters Score -1909011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1909017.750000 Penalty: 4807.581543
	Iteration 25Q: 3 clusters Score -1909018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1909018.000000 Penalty: 4807.581543
	Iteration 26Q: 3 clusters Score -1909018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1909024.750000 Penalty: 4807.581543
	Iteration 27Q: 3 clusters Score -1909025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1909019.625000 Penalty: 4807.581543
	Iteration 28Q: 3 clusters Score -1909020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1909028.125000 Penalty: 4807.581543
	Iteration 29Q: 3 clusters Score -1909028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1909029.000000 Penalty: 4807.581543
	Iteration 30Q: 3 clusters Score -1909029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1909033.250000 Penalty: 4807.581543
	Iteration 31Q: 3 clusters Score -1909033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1909031.000000 Penalty: 4807.581543
	Iteration 32Q: 3 clusters Score -1909031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1909030.750000 Penalty: 4807.581543
	Iteration 33Q: 3 clusters Score -1909031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1909030.750000 Penalty: 4807.581543
	Iteration 34F: 3 clusters Score -1909031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Entering Unmasked Estep 
Score: -1660591.750000 Penalty: 2377.931641
	Iteration 0F: 2 clusters Score -1660592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1649993.500000 Penalty: 4755.863281
	Iteration 0F: 3 clusters Score -1649994 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1653407.125000 Penalty: 4755.863281
	Iteration 1F: 3 clusters Score -1653407 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1653783.250000 Penalty: 4755.863281
	Iteration 2F: 3 clusters Score -1653783 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1654071.750000 Penalty: 4755.863281
	Iteration 3Q: 3 clusters Score -1654072 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1654321.875000 Penalty: 4755.863281
	Iteration 4Q: 3 clusters Score -1654322 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1654585.875000 Penalty: 4755.863281
	Iteration 5Q: 3 clusters Score -1654586 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1654843.625000 Penalty: 4755.863281
	Iteration 6Q: 3 clusters Score -1654844 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1655134.625000 Penalty: 4755.863281
	Iteration 7Q: 3 clusters Score -1655135 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1655513.875000 Penalty: 4755.863281
	Iteration 8Q: 3 clusters Score -1655514 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1655935.125000 Penalty: 4755.863281
	Iteration 9Q: 3 clusters Score -1655935 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1656398.375000 Penalty: 4755.863281
	Iteration 10Q: 3 clusters Score -1656398 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1656844.125000 Penalty: 4755.863281
	Iteration 11Q: 3 clusters Score -1656844 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1657231.875000 Penalty: 4755.863281
	Iteration 12Q: 3 clusters Score -1657232 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1657559.750000 Penalty: 4755.863281
	Iteration 13Q: 3 clusters Score -1657560 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1657848.250000 Penalty: 4755.863281
	Iteration 14Q: 3 clusters Score -1657848 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1658098.875000 Penalty: 4755.863281
	Iteration 15Q: 3 clusters Score -1658099 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1658322.375000 Penalty: 4755.863281
	Iteration 16Q: 3 clusters Score -1658322 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1658512.750000 Penalty: 4755.863281
	Iteration 17Q: 3 clusters Score -1658513 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1658721.125000 Penalty: 4755.863281
	Iteration 18Q: 3 clusters Score -1658721 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1658960.875000 Penalty: 4755.863281
	Iteration 19Q: 3 clusters Score -1658961 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1659165.375000 Penalty: 4755.863281
	Iteration 20F: 3 clusters Score -1659165 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1659295.500000 Penalty: 4755.863281
	Iteration 21Q: 3 clusters Score -1659296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1659373.125000 Penalty: 4755.863281
	Iteration 22Q: 3 clusters Score -1659373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1659427.375000 Penalty: 4755.863281
	Iteration 23Q: 3 clusters Score -1659427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1659471.750000 Penalty: 4755.863281
	Iteration 24Q: 3 clusters Score -1659472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1659504.375000 Penalty: 4755.863281
	Iteration 25Q: 3 clusters Score -1659504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1659527.875000 Penalty: 4755.863281
	Iteration 26Q: 3 clusters Score -1659528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1659562.000000 Penalty: 4755.863281
	Iteration 27Q: 3 clusters Score -1659562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1659581.750000 Penalty: 4755.863281
	Iteration 28Q: 3 clusters Score -1659582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1659605.375000 Penalty: 4755.863281
	Iteration 29Q: 3 clusters Score -1659605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1659618.875000 Penalty: 4755.863281
	Iteration 30Q: 3 clusters Score -1659619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1659636.250000 Penalty: 4755.863281
	Iteration 31Q: 3 clusters Score -1659636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1659642.125000 Penalty: 4755.863281
	Iteration 32Q: 3 clusters Score -1659642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1659649.250000 Penalty: 4755.863281
	Iteration 33Q: 3 clusters Score -1659649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1659650.000000 Penalty: 4755.863281
	Iteration 34Q: 3 clusters Score -1659650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1659654.750000 Penalty: 4755.863281
	Iteration 35Q: 3 clusters Score -1659655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1659656.375000 Penalty: 4755.863281
	Iteration 36Q: 3 clusters Score -1659656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1659661.750000 Penalty: 4755.863281
	Iteration 37Q: 3 clusters Score -1659662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1659663.625000 Penalty: 4755.863281
	Iteration 38Q: 3 clusters Score -1659664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1659668.250000 Penalty: 4755.863281
	Iteration 39Q: 3 clusters Score -1659668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1659679.500000 Penalty: 4755.863281
	Iteration 40F: 3 clusters Score -1659680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1659687.000000 Penalty: 4755.863281
	Iteration 41Q: 3 clusters Score -1659687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1659694.250000 Penalty: 4755.863281
	Iteration 42Q: 3 clusters Score -1659694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1659698.750000 Penalty: 4755.863281
	Iteration 43Q: 3 clusters Score -1659699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1659693.000000 Penalty: 4755.863281
	Iteration 44Q: 3 clusters Score -1659693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1659697.250000 Penalty: 4755.863281
	Iteration 45Q: 3 clusters Score -1659697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1659696.250000 Penalty: 4755.863281
	Iteration 46Q: 3 clusters Score -1659696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1659697.875000 Penalty: 4755.863281
	Iteration 47Q: 3 clusters Score -1659698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1659698.500000 Penalty: 4755.863281
	Iteration 48Q: 3 clusters Score -1659698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1659700.125000 Penalty: 4755.863281
	Iteration 49Q: 3 clusters Score -1659700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1659700.125000 Penalty: 4755.863281
	Iteration 50F: 3 clusters Score -1659700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Entering Unmasked Estep 
Score: -2527246.250000 Penalty: 2487.469727
	Iteration 0F: 2 clusters Score -2527246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2511525.000000 Penalty: 4974.939453
	Iteration 0F: 3 clusters Score -2511525 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2517160.250000 Penalty: 4974.939453
	Iteration 1F: 3 clusters Score -2517160 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2517883.750000 Penalty: 4974.939453
	Iteration 2F: 3 clusters Score -2517884 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2518604.250000 Penalty: 4974.939453
	Iteration 3F: 3 clusters Score -2518604 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2519329.750000 Penalty: 4974.939453
	Iteration 4F: 3 clusters Score -2519330 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2520001.500000 Penalty: 4974.939453
	Iteration 5F: 3 clusters Score -2520002 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2520576.250000 Penalty: 4974.939453
	Iteration 6F: 3 clusters Score -2520576 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2521091.250000 Penalty: 4974.939453
	Iteration 7Q: 3 clusters Score -2521091 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2521540.000000 Penalty: 4974.939453
	Iteration 8Q: 3 clusters Score -2521540 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2521924.750000 Penalty: 4974.939453
	Iteration 9Q: 3 clusters Score -2521925 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2522252.500000 Penalty: 4974.939453
	Iteration 10Q: 3 clusters Score -2522252 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2522531.500000 Penalty: 4974.939453
	Iteration 11Q: 3 clusters Score -2522532 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2522722.500000 Penalty: 4974.939453
	Iteration 12Q: 3 clusters Score -2522722 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2522875.500000 Penalty: 4974.939453
	Iteration 13Q: 3 clusters Score -2522876 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2523000.750000 Penalty: 4974.939453
	Iteration 14Q: 3 clusters Score -2523001 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2523097.750000 Penalty: 4974.939453
	Iteration 15Q: 3 clusters Score -2523098 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2523172.000000 Penalty: 4974.939453
	Iteration 16Q: 3 clusters Score -2523172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2523256.500000 Penalty: 4974.939453
	Iteration 17Q: 3 clusters Score -2523256 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2523309.250000 Penalty: 4974.939453
	Iteration 18Q: 3 clusters Score -2523309 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2523358.000000 Penalty: 4974.939453
	Iteration 19Q: 3 clusters Score -2523358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2523388.250000 Penalty: 4974.939453
	Iteration 20F: 3 clusters Score -2523388 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2523432.000000 Penalty: 4974.939453
	Iteration 21Q: 3 clusters Score -2523432 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2523456.000000 Penalty: 4974.939453
	Iteration 22Q: 3 clusters Score -2523456 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2523492.000000 Penalty: 4974.939453
	Iteration 23Q: 3 clusters Score -2523492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2523501.250000 Penalty: 4974.939453
	Iteration 24Q: 3 clusters Score -2523501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2523507.750000 Penalty: 4974.939453
	Iteration 25Q: 3 clusters Score -2523508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2523530.000000 Penalty: 4974.939453
	Iteration 26Q: 3 clusters Score -2523530 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2523545.000000 Penalty: 4974.939453
	Iteration 27Q: 3 clusters Score -2523545 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2523560.500000 Penalty: 4974.939453
	Iteration 28Q: 3 clusters Score -2523560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2523574.250000 Penalty: 4974.939453
	Iteration 29Q: 3 clusters Score -2523574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2523585.500000 Penalty: 4974.939453
	Iteration 30Q: 3 clusters Score -2523586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2523598.500000 Penalty: 4974.939453
	Iteration 31Q: 3 clusters Score -2523598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2523602.500000 Penalty: 4974.939453
	Iteration 32Q: 3 clusters Score -2523602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2523620.250000 Penalty: 4974.939453
	Iteration 33Q: 3 clusters Score -2523620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2523640.250000 Penalty: 4974.939453
	Iteration 34Q: 3 clusters Score -2523640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2523641.500000 Penalty: 4974.939453
	Iteration 35Q: 3 clusters Score -2523642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2523647.000000 Penalty: 4974.939453
	Iteration 36Q: 3 clusters Score -2523647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2523660.000000 Penalty: 4974.939453
	Iteration 37Q: 3 clusters Score -2523660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2523663.500000 Penalty: 4974.939453
	Iteration 38Q: 3 clusters Score -2523664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2523667.500000 Penalty: 4974.939453
	Iteration 39Q: 3 clusters Score -2523668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2523673.750000 Penalty: 4974.939453
	Iteration 40F: 3 clusters Score -2523674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2523662.750000 Penalty: 4974.939453
	Iteration 41Q: 3 clusters Score -2523663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2523672.000000 Penalty: 4974.939453
	Iteration 42Q: 3 clusters Score -2523672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2523671.750000 Penalty: 4974.939453
	Iteration 43Q: 3 clusters Score -2523672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2523674.250000 Penalty: 4974.939453
	Iteration 44Q: 3 clusters Score -2523674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2523677.500000 Penalty: 4974.939453
	Iteration 45Q: 3 clusters Score -2523678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2523674.750000 Penalty: 4974.939453
	Iteration 46Q: 3 clusters Score -2523675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2523676.250000 Penalty: 4974.939453
	Iteration 47Q: 3 clusters Score -2523676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2523672.250000 Penalty: 4974.939453
	Iteration 48Q: 3 clusters Score -2523672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2523674.000000 Penalty: 4974.939453
	Iteration 49Q: 3 clusters Score -2523674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2523676.500000 Penalty: 4974.939453
	Iteration 50Q: 3 clusters Score -2523676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2523681.500000 Penalty: 4974.939453
	Iteration 51Q: 3 clusters Score -2523682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2523688.000000 Penalty: 4974.939453
	Iteration 52Q: 3 clusters Score -2523688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2523696.250000 Penalty: 4974.939453
	Iteration 53Q: 3 clusters Score -2523696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2523694.000000 Penalty: 4974.939453
	Iteration 54Q: 3 clusters Score -2523694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2523700.750000 Penalty: 4974.939453
	Iteration 55Q: 3 clusters Score -2523701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2523703.000000 Penalty: 4974.939453
	Iteration 56Q: 3 clusters Score -2523703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2523705.500000 Penalty: 4974.939453
	Iteration 57Q: 3 clusters Score -2523706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2523703.750000 Penalty: 4974.939453
	Iteration 58Q: 3 clusters Score -2523704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2523708.750000 Penalty: 4974.939453
	Iteration 59Q: 3 clusters Score -2523709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2523707.750000 Penalty: 4974.939453
	Iteration 60F: 3 clusters Score -2523708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2523711.500000 Penalty: 4974.939453
	Iteration 61Q: 3 clusters Score -2523712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2523712.000000 Penalty: 4974.939453
	Iteration 62Q: 3 clusters Score -2523712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2523719.750000 Penalty: 4974.939453
	Iteration 63Q: 3 clusters Score -2523720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2523720.000000 Penalty: 4974.939453
	Iteration 64Q: 3 clusters Score -2523720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2523714.500000 Penalty: 4974.939453
	Iteration 65Q: 3 clusters Score -2523714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2523719.000000 Penalty: 4974.939453
	Iteration 66Q: 3 clusters Score -2523719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2523722.000000 Penalty: 4974.939453
	Iteration 67Q: 3 clusters Score -2523722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2523719.250000 Penalty: 4974.939453
	Iteration 68Q: 3 clusters Score -2523719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2523712.250000 Penalty: 4974.939453
	Iteration 69Q: 3 clusters Score -2523712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2523717.000000 Penalty: 4974.939453
	Iteration 70Q: 3 clusters Score -2523717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2523720.250000 Penalty: 4974.939453
	Iteration 71Q: 3 clusters Score -2523720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2523722.500000 Penalty: 4974.939453
	Iteration 72Q: 3 clusters Score -2523722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2523723.500000 Penalty: 4974.939453
	Iteration 73Q: 3 clusters Score -2523724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2523722.250000 Penalty: 4974.939453
	Iteration 74Q: 3 clusters Score -2523722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2523721.250000 Penalty: 4974.939453
	Iteration 75Q: 3 clusters Score -2523721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2523721.250000 Penalty: 4974.939453
	Iteration 76Q: 3 clusters Score -2523721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2523718.750000 Penalty: 4974.939453
	Iteration 77Q: 3 clusters Score -2523719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2523717.000000 Penalty: 4974.939453
	Iteration 78Q: 3 clusters Score -2523717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2523720.000000 Penalty: 4974.939453
	Iteration 79Q: 3 clusters Score -2523720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2523720.750000 Penalty: 4974.939453
	Iteration 80F: 3 clusters Score -2523721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2523725.750000 Penalty: 4974.939453
	Iteration 81Q: 3 clusters Score -2523726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2523724.000000 Penalty: 4974.939453
	Iteration 82Q: 3 clusters Score -2523724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2523728.500000 Penalty: 4974.939453
	Iteration 83Q: 3 clusters Score -2523728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2523726.500000 Penalty: 4974.939453
	Iteration 84Q: 3 clusters Score -2523726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2523730.000000 Penalty: 4974.939453
	Iteration 85Q: 3 clusters Score -2523730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2523732.500000 Penalty: 4974.939453
	Iteration 86Q: 3 clusters Score -2523732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2523731.250000 Penalty: 4974.939453
	Iteration 87Q: 3 clusters Score -2523731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2523731.250000 Penalty: 4974.939453
	Iteration 88F: 3 clusters Score -2523731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (116886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116886 members 
Entering Unmasked Estep 
Score: -13979866.000000 Penalty: 2893.900879
	Iteration 0F: 2 clusters Score -1.397987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -13901744.000000 Penalty: 5787.801758
	Iteration 0F: 3 clusters Score -1.390174e+07 nChanged 55530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -13933913.000000 Penalty: 5787.801758
	Iteration 1F: 3 clusters Score -1.393391e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -13934898.000000 Penalty: 5787.801758
	Iteration 2Q: 3 clusters Score -1.39349e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -13935727.000000 Penalty: 5787.801758
	Iteration 3Q: 3 clusters Score -1.393573e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -13937042.000000 Penalty: 5787.801758
	Iteration 4Q: 3 clusters Score -1.393704e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -13938740.000000 Penalty: 5787.801758
	Iteration 5Q: 3 clusters Score -1.393874e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -13941056.000000 Penalty: 5787.801758
	Iteration 6Q: 3 clusters Score -1.394106e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -13944266.000000 Penalty: 5787.801758
	Iteration 7F: 3 clusters Score -1.394427e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -13948728.000000 Penalty: 5787.801758
	Iteration 8F: 3 clusters Score -1.394873e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -13954901.000000 Penalty: 5787.801758
	Iteration 9F: 3 clusters Score -1.39549e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -13962974.000000 Penalty: 5787.801758
	Iteration 10F: 3 clusters Score -1.396297e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -13970512.000000 Penalty: 5787.801758
	Iteration 11F: 3 clusters Score -1.397051e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -13975008.000000 Penalty: 5787.801758
	Iteration 12Q: 3 clusters Score -1.397501e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -13977359.000000 Penalty: 5787.801758
	Iteration 13Q: 3 clusters Score -1.397736e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -13978538.000000 Penalty: 5787.801758
	Iteration 14Q: 3 clusters Score -1.397854e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -13979026.000000 Penalty: 5787.801758
	Iteration 15Q: 3 clusters Score -1.397903e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -13979184.000000 Penalty: 5787.801758
	Iteration 16Q: 3 clusters Score -1.397918e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -13979256.000000 Penalty: 5787.801758
	Iteration 17Q: 3 clusters Score -1.397926e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -13979198.000000 Penalty: 5787.801758
	Iteration 18Q: 3 clusters Score -1.39792e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -13979214.000000 Penalty: 5787.801758
	Iteration 19Q: 3 clusters Score -1.397921e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -13979262.000000 Penalty: 5787.801758
	Iteration 20F: 3 clusters Score -1.397926e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -13979260.000000 Penalty: 5787.801758
	Iteration 21Q: 3 clusters Score -1.397926e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -13979275.000000 Penalty: 5787.801758
	Iteration 22Q: 3 clusters Score -1.397928e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -13979291.000000 Penalty: 5787.801758
	Iteration 23Q: 3 clusters Score -1.397929e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -13979280.000000 Penalty: 5787.801758
	Iteration 24Q: 3 clusters Score -1.397928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -13979280.000000 Penalty: 5787.801758
	Iteration 25Q: 3 clusters Score -1.397928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -13979294.000000 Penalty: 5787.801758
	Iteration 26Q: 3 clusters Score -1.397929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -13979313.000000 Penalty: 5787.801758
	Iteration 27Q: 3 clusters Score -1.397931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -13979309.000000 Penalty: 5787.801758
	Iteration 28Q: 3 clusters Score -1.397931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -13979319.000000 Penalty: 5787.801758
	Iteration 29Q: 3 clusters Score -1.397932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -13979324.000000 Penalty: 5787.801758
	Iteration 30Q: 3 clusters Score -1.397932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -13979320.000000 Penalty: 5787.801758
	Iteration 31Q: 3 clusters Score -1.397932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -13979319.000000 Penalty: 5787.801758
	Iteration 32Q: 3 clusters Score -1.397932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88297 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -13979334.000000 Penalty: 5787.801758
	Iteration 33Q: 3 clusters Score -1.397933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88302 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -13979325.000000 Penalty: 5787.801758
	Iteration 34Q: 3 clusters Score -1.397932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -13979320.000000 Penalty: 5787.801758
	Iteration 35Q: 3 clusters Score -1.397932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -13979310.000000 Penalty: 5787.801758
	Iteration 36Q: 3 clusters Score -1.397931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -13979313.000000 Penalty: 5787.801758
	Iteration 37Q: 3 clusters Score -1.397931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -13979312.000000 Penalty: 5787.801758
	Iteration 38Q: 3 clusters Score -1.397931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -13979319.000000 Penalty: 5787.801758
	Iteration 39Q: 3 clusters Score -1.397932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -13979318.000000 Penalty: 5787.801758
	Iteration 40F: 3 clusters Score -1.397932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -13979312.000000 Penalty: 5787.801758
	Iteration 41Q: 3 clusters Score -1.397931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -13979318.000000 Penalty: 5787.801758
	Iteration 42Q: 3 clusters Score -1.397932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -13979320.000000 Penalty: 5787.801758
	Iteration 43Q: 3 clusters Score -1.397932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -13979320.000000 Penalty: 5787.801758
	Iteration 44F: 3 clusters Score -1.397932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -292255.687500 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -292255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -289169.187500 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -289169.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -289715.343750 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -289715.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -289879.406250 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -289879.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -290002.843750 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -290002.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -290088.687500 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -290088.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -290171.781250 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -290171.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -290248.531250 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -290248.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -290309.312500 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -290309.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -290375.125000 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -290375.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -290451.531250 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -290451.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -290536.875000 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -290536.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -290683.781250 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -290683.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -290904.250000 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -290904.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -291167.250000 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -291167.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291365.250000 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -291365.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -291520.218750 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -291520.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -291601.437500 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -291601.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -291639.843750 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -291639.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -291670.656250 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -291670.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -291687.718750 Penalty: 3928.180908
	Iteration 19Q: 3 clusters Score -291687.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -291696.437500 Penalty: 3928.180908
	Iteration 20F: 3 clusters Score -291696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -291699.156250 Penalty: 3928.180908
	Iteration 21Q: 3 clusters Score -291699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -291701.656250 Penalty: 3928.180908
	Iteration 22Q: 3 clusters Score -291701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -291703.406250 Penalty: 3928.180908
	Iteration 23Q: 3 clusters Score -291703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -291705.375000 Penalty: 3928.180908
	Iteration 24Q: 3 clusters Score -291705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -291705.781250 Penalty: 3928.180908
	Iteration 25Q: 3 clusters Score -291705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -291706.531250 Penalty: 3928.180908
	Iteration 26Q: 3 clusters Score -291706.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -291706.531250 Penalty: 3928.180908
	Iteration 27F: 3 clusters Score -291706.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Entering Unmasked Estep 
Score: -8579662.000000 Penalty: 2769.003662
	Iteration 0F: 2 clusters Score -8579662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -8532284.000000 Penalty: 5538.007324
	Iteration 0F: 3 clusters Score -8532284 nChanged 33216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -8551011.000000 Penalty: 5538.007324
	Iteration 1F: 3 clusters Score -8551011 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -8552118.000000 Penalty: 5538.007324
	Iteration 2Q: 3 clusters Score -8552118 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -8553764.000000 Penalty: 5538.007324
	Iteration 3Q: 3 clusters Score -8553764 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -8555987.000000 Penalty: 5538.007324
	Iteration 4F: 3 clusters Score -8555987 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -8559263.000000 Penalty: 5538.007324
	Iteration 5F: 3 clusters Score -8559263 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -8563363.000000 Penalty: 5538.007324
	Iteration 6F: 3 clusters Score -8563363 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -8567649.000000 Penalty: 5538.007324
	Iteration 7F: 3 clusters Score -8567649 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -8570790.000000 Penalty: 5538.007324
	Iteration 8F: 3 clusters Score -8570790 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -8572319.000000 Penalty: 5538.007324
	Iteration 9Q: 3 clusters Score -8572319 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -8573035.000000 Penalty: 5538.007324
	Iteration 10Q: 3 clusters Score -8573035 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -8573491.000000 Penalty: 5538.007324
	Iteration 11Q: 3 clusters Score -8573491 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -8573880.000000 Penalty: 5538.007324
	Iteration 12Q: 3 clusters Score -8573880 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -8574159.000000 Penalty: 5538.007324
	Iteration 13Q: 3 clusters Score -8574159 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -8574493.000000 Penalty: 5538.007324
	Iteration 14Q: 3 clusters Score -8574493 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -8574796.000000 Penalty: 5538.007324
	Iteration 15Q: 3 clusters Score -8574796 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8575050.000000 Penalty: 5538.007324
	Iteration 16Q: 3 clusters Score -8575050 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8575287.000000 Penalty: 5538.007324
	Iteration 17Q: 3 clusters Score -8575287 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -8575513.000000 Penalty: 5538.007324
	Iteration 18Q: 3 clusters Score -8575513 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -8575690.000000 Penalty: 5538.007324
	Iteration 19Q: 3 clusters Score -8575690 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8575863.000000 Penalty: 5538.007324
	Iteration 20F: 3 clusters Score -8575863 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -8576004.000000 Penalty: 5538.007324
	Iteration 21Q: 3 clusters Score -8576004 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8576153.000000 Penalty: 5538.007324
	Iteration 22Q: 3 clusters Score -8576153 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8576316.000000 Penalty: 5538.007324
	Iteration 23Q: 3 clusters Score -8576316 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8576483.000000 Penalty: 5538.007324
	Iteration 24Q: 3 clusters Score -8576483 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8576613.000000 Penalty: 5538.007324
	Iteration 25Q: 3 clusters Score -8576613 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8576679.000000 Penalty: 5538.007324
	Iteration 26Q: 3 clusters Score -8576679 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8576725.000000 Penalty: 5538.007324
	Iteration 27Q: 3 clusters Score -8576725 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8576759.000000 Penalty: 5538.007324
	Iteration 28Q: 3 clusters Score -8576759 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8576834.000000 Penalty: 5538.007324
	Iteration 29Q: 3 clusters Score -8576834 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8576908.000000 Penalty: 5538.007324
	Iteration 30Q: 3 clusters Score -8576908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8576953.000000 Penalty: 5538.007324
	Iteration 31Q: 3 clusters Score -8576953 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8576992.000000 Penalty: 5538.007324
	Iteration 32Q: 3 clusters Score -8576992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8577037.000000 Penalty: 5538.007324
	Iteration 33Q: 3 clusters Score -8577037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8577064.000000 Penalty: 5538.007324
	Iteration 34Q: 3 clusters Score -8577064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8577074.000000 Penalty: 5538.007324
	Iteration 35Q: 3 clusters Score -8577074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8577089.000000 Penalty: 5538.007324
	Iteration 36Q: 3 clusters Score -8577089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8577130.000000 Penalty: 5538.007324
	Iteration 37Q: 3 clusters Score -8577130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8577153.000000 Penalty: 5538.007324
	Iteration 38Q: 3 clusters Score -8577153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8577189.000000 Penalty: 5538.007324
	Iteration 39Q: 3 clusters Score -8577189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8577190.000000 Penalty: 5538.007324
	Iteration 40F: 3 clusters Score -8577190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8577232.000000 Penalty: 5538.007324
	Iteration 41Q: 3 clusters Score -8577232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8577231.000000 Penalty: 5538.007324
	Iteration 42Q: 3 clusters Score -8577231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8577248.000000 Penalty: 5538.007324
	Iteration 43Q: 3 clusters Score -8577248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8577254.000000 Penalty: 5538.007324
	Iteration 44Q: 3 clusters Score -8577254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8577271.000000 Penalty: 5538.007324
	Iteration 45Q: 3 clusters Score -8577271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8577279.000000 Penalty: 5538.007324
	Iteration 46Q: 3 clusters Score -8577279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8577278.000000 Penalty: 5538.007324
	Iteration 47Q: 3 clusters Score -8577278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8577266.000000 Penalty: 5538.007324
	Iteration 48Q: 3 clusters Score -8577266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8577278.000000 Penalty: 5538.007324
	Iteration 49Q: 3 clusters Score -8577278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8577282.000000 Penalty: 5538.007324
	Iteration 50Q: 3 clusters Score -8577282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8577285.000000 Penalty: 5538.007324
	Iteration 51Q: 3 clusters Score -8577285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8577293.000000 Penalty: 5538.007324
	Iteration 52Q: 3 clusters Score -8577293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8577298.000000 Penalty: 5538.007324
	Iteration 53Q: 3 clusters Score -8577298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8577313.000000 Penalty: 5538.007324
	Iteration 54Q: 3 clusters Score -8577313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8577306.000000 Penalty: 5538.007324
	Iteration 55Q: 3 clusters Score -8577306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8577319.000000 Penalty: 5538.007324
	Iteration 56Q: 3 clusters Score -8577319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8577325.000000 Penalty: 5538.007324
	Iteration 57Q: 3 clusters Score -8577325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8577328.000000 Penalty: 5538.007324
	Iteration 58Q: 3 clusters Score -8577328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8577320.000000 Penalty: 5538.007324
	Iteration 59Q: 3 clusters Score -8577320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8577325.000000 Penalty: 5538.007324
	Iteration 60F: 3 clusters Score -8577325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8577325.000000 Penalty: 5538.007324
	Iteration 61Q: 3 clusters Score -8577325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8577326.000000 Penalty: 5538.007324
	Iteration 62Q: 3 clusters Score -8577326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8577320.000000 Penalty: 5538.007324
	Iteration 63Q: 3 clusters Score -8577320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8577315.000000 Penalty: 5538.007324
	Iteration 64Q: 3 clusters Score -8577315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8577315.000000 Penalty: 5538.007324
	Iteration 65Q: 3 clusters Score -8577315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8577326.000000 Penalty: 5538.007324
	Iteration 66Q: 3 clusters Score -8577326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8577324.000000 Penalty: 5538.007324
	Iteration 67Q: 3 clusters Score -8577324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8577324.000000 Penalty: 5538.007324
	Iteration 68Q: 3 clusters Score -8577324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8577318.000000 Penalty: 5538.007324
	Iteration 69Q: 3 clusters Score -8577318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8577325.000000 Penalty: 5538.007324
	Iteration 70Q: 3 clusters Score -8577325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8577324.000000 Penalty: 5538.007324
	Iteration 71Q: 3 clusters Score -8577324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8577333.000000 Penalty: 5538.007324
	Iteration 72Q: 3 clusters Score -8577333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8577332.000000 Penalty: 5538.007324
	Iteration 73Q: 3 clusters Score -8577332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8577336.000000 Penalty: 5538.007324
	Iteration 74Q: 3 clusters Score -8577336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8577343.000000 Penalty: 5538.007324
	Iteration 75Q: 3 clusters Score -8577343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8577345.000000 Penalty: 5538.007324
	Iteration 76Q: 3 clusters Score -8577345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8577345.000000 Penalty: 5538.007324
	Iteration 77Q: 3 clusters Score -8577345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8577345.000000 Penalty: 5538.007324
	Iteration 78Q: 3 clusters Score -8577345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8577345.000000 Penalty: 5538.007324
	Iteration 79F: 3 clusters Score -8577345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Entering Unmasked Estep 
Score: -1958170.875000 Penalty: 2418.732910
	Iteration 0F: 2 clusters Score -1958171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1945909.250000 Penalty: 4837.465820
	Iteration 0F: 3 clusters Score -1945909 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1950076.500000 Penalty: 4837.465820
	Iteration 1F: 3 clusters Score -1950076 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1950670.250000 Penalty: 4837.465820
	Iteration 2F: 3 clusters Score -1950670 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1951205.500000 Penalty: 4837.465820
	Iteration 3F: 3 clusters Score -1951206 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1951755.000000 Penalty: 4837.465820
	Iteration 4F: 3 clusters Score -1951755 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1952376.500000 Penalty: 4837.465820
	Iteration 5F: 3 clusters Score -1952376 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1952993.000000 Penalty: 4837.465820
	Iteration 6F: 3 clusters Score -1952993 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1953626.875000 Penalty: 4837.465820
	Iteration 7F: 3 clusters Score -1953627 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1954287.000000 Penalty: 4837.465820
	Iteration 8Q: 3 clusters Score -1954287 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1954914.000000 Penalty: 4837.465820
	Iteration 9Q: 3 clusters Score -1954914 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1955389.500000 Penalty: 4837.465820
	Iteration 10Q: 3 clusters Score -1955390 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1955696.625000 Penalty: 4837.465820
	Iteration 11Q: 3 clusters Score -1955697 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1955895.250000 Penalty: 4837.465820
	Iteration 12Q: 3 clusters Score -1955895 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1956022.500000 Penalty: 4837.465820
	Iteration 13Q: 3 clusters Score -1956022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1956116.125000 Penalty: 4837.465820
	Iteration 14Q: 3 clusters Score -1956116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1956184.875000 Penalty: 4837.465820
	Iteration 15Q: 3 clusters Score -1956185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1956228.000000 Penalty: 4837.465820
	Iteration 16Q: 3 clusters Score -1956228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1956255.875000 Penalty: 4837.465820
	Iteration 17Q: 3 clusters Score -1956256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1956273.875000 Penalty: 4837.465820
	Iteration 18Q: 3 clusters Score -1956274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1956286.375000 Penalty: 4837.465820
	Iteration 19Q: 3 clusters Score -1956286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1956303.875000 Penalty: 4837.465820
	Iteration 20F: 3 clusters Score -1956304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1956318.625000 Penalty: 4837.465820
	Iteration 21Q: 3 clusters Score -1956319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1956339.375000 Penalty: 4837.465820
	Iteration 22Q: 3 clusters Score -1956339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1956347.625000 Penalty: 4837.465820
	Iteration 23Q: 3 clusters Score -1956348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1956354.125000 Penalty: 4837.465820
	Iteration 24Q: 3 clusters Score -1956354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1956359.000000 Penalty: 4837.465820
	Iteration 25Q: 3 clusters Score -1956359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1956358.625000 Penalty: 4837.465820
	Iteration 26Q: 3 clusters Score -1956359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1956361.875000 Penalty: 4837.465820
	Iteration 27Q: 3 clusters Score -1956362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1956365.000000 Penalty: 4837.465820
	Iteration 28Q: 3 clusters Score -1956365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1956366.625000 Penalty: 4837.465820
	Iteration 29Q: 3 clusters Score -1956367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1956366.375000 Penalty: 4837.465820
	Iteration 30Q: 3 clusters Score -1956366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1956368.000000 Penalty: 4837.465820
	Iteration 31Q: 3 clusters Score -1956368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1956372.750000 Penalty: 4837.465820
	Iteration 32Q: 3 clusters Score -1956373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1956375.250000 Penalty: 4837.465820
	Iteration 33Q: 3 clusters Score -1956375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1956378.875000 Penalty: 4837.465820
	Iteration 34Q: 3 clusters Score -1956379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1956382.375000 Penalty: 4837.465820
	Iteration 35Q: 3 clusters Score -1956382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1956382.625000 Penalty: 4837.465820
	Iteration 36Q: 3 clusters Score -1956383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1956383.375000 Penalty: 4837.465820
	Iteration 37Q: 3 clusters Score -1956383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1956385.750000 Penalty: 4837.465820
	Iteration 38Q: 3 clusters Score -1956386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1956383.625000 Penalty: 4837.465820
	Iteration 39Q: 3 clusters Score -1956384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1956384.375000 Penalty: 4837.465820
	Iteration 40F: 3 clusters Score -1956384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1956387.375000 Penalty: 4837.465820
	Iteration 41Q: 3 clusters Score -1956387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1956389.500000 Penalty: 4837.465820
	Iteration 42Q: 3 clusters Score -1956390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1956392.375000 Penalty: 4837.465820
	Iteration 43Q: 3 clusters Score -1956392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1956391.125000 Penalty: 4837.465820
	Iteration 44Q: 3 clusters Score -1956391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1956392.000000 Penalty: 4837.465820
	Iteration 45Q: 3 clusters Score -1956392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1956392.625000 Penalty: 4837.465820
	Iteration 46Q: 3 clusters Score -1956393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1956392.500000 Penalty: 4837.465820
	Iteration 47Q: 3 clusters Score -1956392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1956398.125000 Penalty: 4837.465820
	Iteration 48Q: 3 clusters Score -1956398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1956398.125000 Penalty: 4837.465820
	Iteration 49Q: 3 clusters Score -1956398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1956395.000000 Penalty: 4837.465820
	Iteration 50Q: 3 clusters Score -1956395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1956399.625000 Penalty: 4837.465820
	Iteration 51Q: 3 clusters Score -1956400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1956398.500000 Penalty: 4837.465820
	Iteration 52Q: 3 clusters Score -1956398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1956396.875000 Penalty: 4837.465820
	Iteration 53Q: 3 clusters Score -1956397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1956401.875000 Penalty: 4837.465820
	Iteration 54Q: 3 clusters Score -1956402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1956403.500000 Penalty: 4837.465820
	Iteration 55Q: 3 clusters Score -1956404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1956402.750000 Penalty: 4837.465820
	Iteration 56Q: 3 clusters Score -1956403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1956403.875000 Penalty: 4837.465820
	Iteration 57Q: 3 clusters Score -1956404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1956407.000000 Penalty: 4837.465820
	Iteration 58Q: 3 clusters Score -1956407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1956413.125000 Penalty: 4837.465820
	Iteration 59Q: 3 clusters Score -1956413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1956415.625000 Penalty: 4837.465820
	Iteration 60F: 3 clusters Score -1956416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1956418.250000 Penalty: 4837.465820
	Iteration 61Q: 3 clusters Score -1956418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1956417.625000 Penalty: 4837.465820
	Iteration 62Q: 3 clusters Score -1956418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1956417.625000 Penalty: 4837.465820
	Iteration 63F: 3 clusters Score -1956418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -134196.671875 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -134196.7 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 608 members 
Entering Unmasked Estep 
Score: -132153.500000 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -132153.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132706.281250 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -132706.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -132998.406250 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -132998.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133330.218750 Penalty: 3533.741211
	Iteration 3F: 3 clusters Score -133330.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133841.671875 Penalty: 3533.741211
	Iteration 4F: 3 clusters Score -133841.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -134246.046875 Penalty: 3533.741211
	Iteration 5F: 3 clusters Score -134246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134381.109375 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -134381.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -134483.390625 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -134483.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134548.781250 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -134548.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134570.656250 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -134570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134584.062500 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -134584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134589.312500 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -134589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134590.859375 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -134590.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134590.859375 Penalty: 3533.741211
	Iteration 13F: 3 clusters Score -134590.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 110039 members 
Mstep: Class 3 contains 21056 members 
Mstep: Class 4 contains 24572 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14595 members 
Mstep: Class 7 contains 22700 members 
Mstep: Class 8 contains 116886 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 70639 members 
Mstep: Class 11 contains 17205 members 
Mstep: Class 12 contains 516 members 
Mstep: Class 13 contains 60951 members 
Mstep: Class 14 contains 160781 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36307 members 
Mstep: Class 17 contains 238015 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 164414 members 
Mstep: Class 21 contains 169700 members 
Mstep: Class 22 contains 96295 members 
Mstep: Class 23 contains 46752 members 
Mstep: Class 24 contains 21493 members 
Mstep: Class 25 contains 172105 members 
Mstep: Class 26 contains 16772 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82119 members 
Mstep: Class 30 contains 29303 members 
Mstep: Class 31 contains 12545 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 9813 members 
Mstep: Class 34 contains 726 members 
Entering Unmasked Estep 
Score: -205573152.000000 Penalty: 121378.507812
Splitting cluster 12 changes total score from -205574384.000000 to -205573152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Entering Unmasked Estep 
Score: -7189693.000000 Penalty: 2732.420654
	Iteration 0F: 2 clusters Score -7189693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -7148725.000000 Penalty: 5464.841309
	Iteration 0F: 3 clusters Score -7148725 nChanged 28503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -7164918.500000 Penalty: 5464.841309
	Iteration 1F: 3 clusters Score -7164918 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -7165536.500000 Penalty: 5464.841309
	Iteration 2Q: 3 clusters Score -7165536 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -7166294.000000 Penalty: 5464.841309
	Iteration 3Q: 3 clusters Score -7166294 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -7167241.000000 Penalty: 5464.841309
	Iteration 4Q: 3 clusters Score -7167241 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -7168511.500000 Penalty: 5464.841309
	Iteration 5Q: 3 clusters Score -7168512 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -7170304.500000 Penalty: 5464.841309
	Iteration 6F: 3 clusters Score -7170304 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -7172812.000000 Penalty: 5464.841309
	Iteration 7F: 3 clusters Score -7172812 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -7176142.000000 Penalty: 5464.841309
	Iteration 8F: 3 clusters Score -7176142 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -7179861.500000 Penalty: 5464.841309
	Iteration 9F: 3 clusters Score -7179862 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -7182862.500000 Penalty: 5464.841309
	Iteration 10F: 3 clusters Score -7182862 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -7184629.000000 Penalty: 5464.841309
	Iteration 11Q: 3 clusters Score -7184629 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -7185507.000000 Penalty: 5464.841309
	Iteration 12Q: 3 clusters Score -7185507 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -7185945.500000 Penalty: 5464.841309
	Iteration 13Q: 3 clusters Score -7185946 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -7186188.000000 Penalty: 5464.841309
	Iteration 14Q: 3 clusters Score -7186188 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -7186376.500000 Penalty: 5464.841309
	Iteration 15Q: 3 clusters Score -7186376 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -7186535.000000 Penalty: 5464.841309
	Iteration 16Q: 3 clusters Score -7186535 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -7186645.000000 Penalty: 5464.841309
	Iteration 17Q: 3 clusters Score -7186645 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -7186689.500000 Penalty: 5464.841309
	Iteration 18Q: 3 clusters Score -7186690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -7186756.500000 Penalty: 5464.841309
	Iteration 19Q: 3 clusters Score -7186756 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -7186832.500000 Penalty: 5464.841309
	Iteration 20F: 3 clusters Score -7186832 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -7186872.500000 Penalty: 5464.841309
	Iteration 21Q: 3 clusters Score -7186872 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -7186903.500000 Penalty: 5464.841309
	Iteration 22Q: 3 clusters Score -7186904 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -7186947.500000 Penalty: 5464.841309
	Iteration 23Q: 3 clusters Score -7186948 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -7187023.000000 Penalty: 5464.841309
	Iteration 24Q: 3 clusters Score -7187023 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -7187041.000000 Penalty: 5464.841309
	Iteration 25Q: 3 clusters Score -7187041 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -7187063.500000 Penalty: 5464.841309
	Iteration 26Q: 3 clusters Score -7187064 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -7187081.000000 Penalty: 5464.841309
	Iteration 27Q: 3 clusters Score -7187081 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -7187130.000000 Penalty: 5464.841309
	Iteration 28Q: 3 clusters Score -7187130 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -7187137.000000 Penalty: 5464.841309
	Iteration 29Q: 3 clusters Score -7187137 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -7187151.500000 Penalty: 5464.841309
	Iteration 30Q: 3 clusters Score -7187152 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -7187192.000000 Penalty: 5464.841309
	Iteration 31Q: 3 clusters Score -7187192 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -7187201.000000 Penalty: 5464.841309
	Iteration 32Q: 3 clusters Score -7187201 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -7187219.000000 Penalty: 5464.841309
	Iteration 33Q: 3 clusters Score -7187219 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -7187229.000000 Penalty: 5464.841309
	Iteration 34Q: 3 clusters Score -7187229 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -7187276.000000 Penalty: 5464.841309
	Iteration 35Q: 3 clusters Score -7187276 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -7187293.000000 Penalty: 5464.841309
	Iteration 36Q: 3 clusters Score -7187293 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -7187321.000000 Penalty: 5464.841309
	Iteration 37Q: 3 clusters Score -7187321 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -7187339.500000 Penalty: 5464.841309
	Iteration 38Q: 3 clusters Score -7187340 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -7187369.000000 Penalty: 5464.841309
	Iteration 39Q: 3 clusters Score -7187369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -7187415.000000 Penalty: 5464.841309
	Iteration 40F: 3 clusters Score -7187415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -7187439.000000 Penalty: 5464.841309
	Iteration 41Q: 3 clusters Score -7187439 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -7187461.000000 Penalty: 5464.841309
	Iteration 42Q: 3 clusters Score -7187461 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -7187471.000000 Penalty: 5464.841309
	Iteration 43Q: 3 clusters Score -7187471 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -7187485.000000 Penalty: 5464.841309
	Iteration 44Q: 3 clusters Score -7187485 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7187546.500000 Penalty: 5464.841309
	Iteration 45Q: 3 clusters Score -7187546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -7187577.000000 Penalty: 5464.841309
	Iteration 46Q: 3 clusters Score -7187577 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -7187612.000000 Penalty: 5464.841309
	Iteration 47Q: 3 clusters Score -7187612 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -7187634.500000 Penalty: 5464.841309
	Iteration 48Q: 3 clusters Score -7187634 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -7187686.000000 Penalty: 5464.841309
	Iteration 49Q: 3 clusters Score -7187686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -7187679.500000 Penalty: 5464.841309
	Iteration 50Q: 3 clusters Score -7187680 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7187730.000000 Penalty: 5464.841309
	Iteration 51Q: 3 clusters Score -7187730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -7187745.000000 Penalty: 5464.841309
	Iteration 52Q: 3 clusters Score -7187745 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -7187763.000000 Penalty: 5464.841309
	Iteration 53Q: 3 clusters Score -7187763 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -7187840.500000 Penalty: 5464.841309
	Iteration 54Q: 3 clusters Score -7187840 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -7187859.000000 Penalty: 5464.841309
	Iteration 55Q: 3 clusters Score -7187859 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -7187863.000000 Penalty: 5464.841309
	Iteration 56Q: 3 clusters Score -7187863 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -7187903.000000 Penalty: 5464.841309
	Iteration 57Q: 3 clusters Score -7187903 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -7187905.500000 Penalty: 5464.841309
	Iteration 58Q: 3 clusters Score -7187906 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -7187936.000000 Penalty: 5464.841309
	Iteration 59Q: 3 clusters Score -7187936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -7187957.500000 Penalty: 5464.841309
	Iteration 60F: 3 clusters Score -7187958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -7187995.500000 Penalty: 5464.841309
	Iteration 61Q: 3 clusters Score -7187996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -7188006.500000 Penalty: 5464.841309
	Iteration 62Q: 3 clusters Score -7188006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -7188018.000000 Penalty: 5464.841309
	Iteration 63Q: 3 clusters Score -7188018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7188021.000000 Penalty: 5464.841309
	Iteration 64Q: 3 clusters Score -7188021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7188041.000000 Penalty: 5464.841309
	Iteration 65Q: 3 clusters Score -7188041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -7188041.500000 Penalty: 5464.841309
	Iteration 66Q: 3 clusters Score -7188042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7188069.500000 Penalty: 5464.841309
	Iteration 67Q: 3 clusters Score -7188070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -7188070.500000 Penalty: 5464.841309
	Iteration 68Q: 3 clusters Score -7188070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7188085.000000 Penalty: 5464.841309
	Iteration 69Q: 3 clusters Score -7188085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -7188095.500000 Penalty: 5464.841309
	Iteration 70Q: 3 clusters Score -7188096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -7188124.000000 Penalty: 5464.841309
	Iteration 71Q: 3 clusters Score -7188124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7188124.000000 Penalty: 5464.841309
	Iteration 72Q: 3 clusters Score -7188124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -7188129.000000 Penalty: 5464.841309
	Iteration 73Q: 3 clusters Score -7188129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -7188140.000000 Penalty: 5464.841309
	Iteration 74Q: 3 clusters Score -7188140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -7188142.000000 Penalty: 5464.841309
	Iteration 75Q: 3 clusters Score -7188142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -7188149.000000 Penalty: 5464.841309
	Iteration 76Q: 3 clusters Score -7188149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7188167.000000 Penalty: 5464.841309
	Iteration 77Q: 3 clusters Score -7188167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -7188178.500000 Penalty: 5464.841309
	Iteration 78Q: 3 clusters Score -7188178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7188185.500000 Penalty: 5464.841309
	Iteration 79Q: 3 clusters Score -7188186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -7188178.500000 Penalty: 5464.841309
	Iteration 80F: 3 clusters Score -7188178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7188171.500000 Penalty: 5464.841309
	Iteration 81Q: 3 clusters Score -7188172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -7188183.500000 Penalty: 5464.841309
	Iteration 82Q: 3 clusters Score -7188184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7188180.500000 Penalty: 5464.841309
	Iteration 83Q: 3 clusters Score -7188180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -7188190.000000 Penalty: 5464.841309
	Iteration 84Q: 3 clusters Score -7188190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7188189.000000 Penalty: 5464.841309
	Iteration 85Q: 3 clusters Score -7188189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7188175.500000 Penalty: 5464.841309
	Iteration 86Q: 3 clusters Score -7188176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7188180.500000 Penalty: 5464.841309
	Iteration 87Q: 3 clusters Score -7188180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7188187.500000 Penalty: 5464.841309
	Iteration 88Q: 3 clusters Score -7188188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -7188184.000000 Penalty: 5464.841309
	Iteration 89Q: 3 clusters Score -7188184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7188184.500000 Penalty: 5464.841309
	Iteration 90Q: 3 clusters Score -7188184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -7188188.500000 Penalty: 5464.841309
	Iteration 91Q: 3 clusters Score -7188188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7188180.500000 Penalty: 5464.841309
	Iteration 92Q: 3 clusters Score -7188180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7188192.000000 Penalty: 5464.841309
	Iteration 93Q: 3 clusters Score -7188192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -7188180.000000 Penalty: 5464.841309
	Iteration 94Q: 3 clusters Score -7188180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7188197.000000 Penalty: 5464.841309
	Iteration 95Q: 3 clusters Score -7188197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -7188200.000000 Penalty: 5464.841309
	Iteration 96Q: 3 clusters Score -7188200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -7188206.500000 Penalty: 5464.841309
	Iteration 97Q: 3 clusters Score -7188206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7188211.500000 Penalty: 5464.841309
	Iteration 98Q: 3 clusters Score -7188212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7188211.500000 Penalty: 5464.841309
	Iteration 99Q: 3 clusters Score -7188212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7188214.000000 Penalty: 5464.841309
	Iteration 100F: 3 clusters Score -7188214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7188214.000000 Penalty: 5464.841309
	Iteration 101Q: 3 clusters Score -7188214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7188209.500000 Penalty: 5464.841309
	Iteration 102Q: 3 clusters Score -7188210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7188209.500000 Penalty: 5464.841309
	Iteration 103F: 3 clusters Score -7188210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (160781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Entering Unmasked Estep 
Score: -19174866.000000 Penalty: 2972.974121
	Iteration 0F: 2 clusters Score -1.917487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -19068258.000000 Penalty: 5945.948242
	Iteration 0F: 3 clusters Score -1.906826e+07 nChanged 77043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -19114006.000000 Penalty: 5945.948242
	Iteration 1F: 3 clusters Score -1.911401e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -19115596.000000 Penalty: 5945.948242
	Iteration 2Q: 3 clusters Score -1.91156e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -19117896.000000 Penalty: 5945.948242
	Iteration 3Q: 3 clusters Score -1.91179e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -19121044.000000 Penalty: 5945.948242
	Iteration 4Q: 3 clusters Score -1.912104e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -19125418.000000 Penalty: 5945.948242
	Iteration 5F: 3 clusters Score -1.912542e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -19130520.000000 Penalty: 5945.948242
	Iteration 6F: 3 clusters Score -1.913052e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -19136292.000000 Penalty: 5945.948242
	Iteration 7F: 3 clusters Score -1.913629e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -19142010.000000 Penalty: 5945.948242
	Iteration 8F: 3 clusters Score -1.914201e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -19147132.000000 Penalty: 5945.948242
	Iteration 9Q: 3 clusters Score -1.914713e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 119887 members 
Entering Unmasked Estep 
Score: -19151236.000000 Penalty: 5945.948242
	Iteration 10Q: 3 clusters Score -1.915124e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 123975 members 
Entering Unmasked Estep 
Score: -19154204.000000 Penalty: 5945.948242
	Iteration 11Q: 3 clusters Score -1.91542e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -19156044.000000 Penalty: 5945.948242
	Iteration 12Q: 3 clusters Score -1.915604e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -19157718.000000 Penalty: 5945.948242
	Iteration 13Q: 3 clusters Score -1.915772e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -19159146.000000 Penalty: 5945.948242
	Iteration 14Q: 3 clusters Score -1.915915e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 137724 members 
Entering Unmasked Estep 
Score: -19160670.000000 Penalty: 5945.948242
	Iteration 15Q: 3 clusters Score -1.916067e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 140880 members 
Entering Unmasked Estep 
Score: -19162282.000000 Penalty: 5945.948242
	Iteration 16Q: 3 clusters Score -1.916228e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 143858 members 
Entering Unmasked Estep 
Score: -19164048.000000 Penalty: 5945.948242
	Iteration 17Q: 3 clusters Score -1.916405e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -19165638.000000 Penalty: 5945.948242
	Iteration 18Q: 3 clusters Score -1.916564e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -19166948.000000 Penalty: 5945.948242
	Iteration 19Q: 3 clusters Score -1.916695e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 151230 members 
Entering Unmasked Estep 
Score: -19168132.000000 Penalty: 5945.948242
	Iteration 20F: 3 clusters Score -1.916813e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 153045 members 
Entering Unmasked Estep 
Score: -19169128.000000 Penalty: 5945.948242
	Iteration 21Q: 3 clusters Score -1.916913e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -19169880.000000 Penalty: 5945.948242
	Iteration 22Q: 3 clusters Score -1.916988e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
Score: -19170558.000000 Penalty: 5945.948242
	Iteration 23Q: 3 clusters Score -1.917056e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -19171026.000000 Penalty: 5945.948242
	Iteration 24Q: 3 clusters Score -1.917103e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 157338 members 
Entering Unmasked Estep 
Score: -19171408.000000 Penalty: 5945.948242
	Iteration 25Q: 3 clusters Score -1.917141e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -19171668.000000 Penalty: 5945.948242
	Iteration 26Q: 3 clusters Score -1.917167e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 158335 members 
Entering Unmasked Estep 
Score: -19171828.000000 Penalty: 5945.948242
	Iteration 27Q: 3 clusters Score -1.917183e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -19171950.000000 Penalty: 5945.948242
	Iteration 28Q: 3 clusters Score -1.917195e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 158872 members 
Entering Unmasked Estep 
Score: -19171992.000000 Penalty: 5945.948242
	Iteration 29Q: 3 clusters Score -1.917199e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 159065 members 
Entering Unmasked Estep 
Score: -19172076.000000 Penalty: 5945.948242
	Iteration 30Q: 3 clusters Score -1.917208e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -19172164.000000 Penalty: 5945.948242
	Iteration 31Q: 3 clusters Score -1.917216e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -19172220.000000 Penalty: 5945.948242
	Iteration 32Q: 3 clusters Score -1.917222e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 159417 members 
Entering Unmasked Estep 
Score: -19172254.000000 Penalty: 5945.948242
	Iteration 33Q: 3 clusters Score -1.917225e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 159480 members 
Entering Unmasked Estep 
Score: -19172278.000000 Penalty: 5945.948242
	Iteration 34Q: 3 clusters Score -1.917228e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -19172298.000000 Penalty: 5945.948242
	Iteration 35Q: 3 clusters Score -1.91723e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 159563 members 
Entering Unmasked Estep 
Score: -19172354.000000 Penalty: 5945.948242
	Iteration 36Q: 3 clusters Score -1.917235e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 159604 members 
Entering Unmasked Estep 
Score: -19172376.000000 Penalty: 5945.948242
	Iteration 37Q: 3 clusters Score -1.917238e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -19172406.000000 Penalty: 5945.948242
	Iteration 38Q: 3 clusters Score -1.917241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -19172404.000000 Penalty: 5945.948242
	Iteration 39Q: 3 clusters Score -1.91724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -19172420.000000 Penalty: 5945.948242
	Iteration 40F: 3 clusters Score -1.917242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 159690 members 
Entering Unmasked Estep 
Score: -19172414.000000 Penalty: 5945.948242
	Iteration 41Q: 3 clusters Score -1.917241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 159712 members 
Entering Unmasked Estep 
Score: -19172428.000000 Penalty: 5945.948242
	Iteration 42Q: 3 clusters Score -1.917243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 159728 members 
Entering Unmasked Estep 
Score: -19172426.000000 Penalty: 5945.948242
	Iteration 43Q: 3 clusters Score -1.917243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 159743 members 
Entering Unmasked Estep 
Score: -19172418.000000 Penalty: 5945.948242
	Iteration 44Q: 3 clusters Score -1.917242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 159754 members 
Entering Unmasked Estep 
Score: -19172408.000000 Penalty: 5945.948242
	Iteration 45Q: 3 clusters Score -1.917241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 159765 members 
Entering Unmasked Estep 
Score: -19172414.000000 Penalty: 5945.948242
	Iteration 46Q: 3 clusters Score -1.917241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -19172406.000000 Penalty: 5945.948242
	Iteration 47Q: 3 clusters Score -1.917241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 159779 members 
Entering Unmasked Estep 
Score: -19172398.000000 Penalty: 5945.948242
	Iteration 48Q: 3 clusters Score -1.91724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 159788 members 
Entering Unmasked Estep 
Score: -19172408.000000 Penalty: 5945.948242
	Iteration 49Q: 3 clusters Score -1.917241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -19172402.000000 Penalty: 5945.948242
	Iteration 50Q: 3 clusters Score -1.91724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -19172402.000000 Penalty: 5945.948242
	Iteration 51Q: 3 clusters Score -1.91724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -19172422.000000 Penalty: 5945.948242
	Iteration 52Q: 3 clusters Score -1.917242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -19172422.000000 Penalty: 5945.948242
	Iteration 53Q: 3 clusters Score -1.917242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -19172432.000000 Penalty: 5945.948242
	Iteration 54Q: 3 clusters Score -1.917243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -19172424.000000 Penalty: 5945.948242
	Iteration 55Q: 3 clusters Score -1.917242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -19172430.000000 Penalty: 5945.948242
	Iteration 56Q: 3 clusters Score -1.917243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 159835 members 
Entering Unmasked Estep 
Score: -19172432.000000 Penalty: 5945.948242
	Iteration 57Q: 3 clusters Score -1.917243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -19172438.000000 Penalty: 5945.948242
	Iteration 58Q: 3 clusters Score -1.917244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -19172438.000000 Penalty: 5945.948242
	Iteration 59F: 3 clusters Score -1.917244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36424.011719 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36424.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36618.828125 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36618.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36670.792969 Penalty: 2938.430908
	Iteration 2Q: 3 clusters Score -36670.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36698.296875 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36721.140625 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36721.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36732.406250 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -36732.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36738.609375 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -36738.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36748.656250 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -36748.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36758.488281 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -36758.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36758.488281 Penalty: 2938.430908
	Iteration 9F: 3 clusters Score -36758.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Entering Unmasked Estep 
Score: -4306630.500000 Penalty: 2603.941895
	Iteration 0F: 2 clusters Score -4306630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4281843.500000 Penalty: 5207.883789
	Iteration 0F: 3 clusters Score -4281844 nChanged 16615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4291015.500000 Penalty: 5207.883789
	Iteration 1F: 3 clusters Score -4291016 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4291503.000000 Penalty: 5207.883789
	Iteration 2Q: 3 clusters Score -4291503 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4291963.500000 Penalty: 5207.883789
	Iteration 3Q: 3 clusters Score -4291964 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4292506.000000 Penalty: 5207.883789
	Iteration 4Q: 3 clusters Score -4292506 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4293293.500000 Penalty: 5207.883789
	Iteration 5Q: 3 clusters Score -4293294 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4294538.500000 Penalty: 5207.883789
	Iteration 6F: 3 clusters Score -4294538 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4296406.000000 Penalty: 5207.883789
	Iteration 7F: 3 clusters Score -4296406 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4298776.500000 Penalty: 5207.883789
	Iteration 8F: 3 clusters Score -4298776 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4301076.500000 Penalty: 5207.883789
	Iteration 9F: 3 clusters Score -4301076 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4302744.500000 Penalty: 5207.883789
	Iteration 10Q: 3 clusters Score -4302744 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4303582.000000 Penalty: 5207.883789
	Iteration 11Q: 3 clusters Score -4303582 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4304025.500000 Penalty: 5207.883789
	Iteration 12Q: 3 clusters Score -4304026 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4304247.000000 Penalty: 5207.883789
	Iteration 13Q: 3 clusters Score -4304247 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4304354.500000 Penalty: 5207.883789
	Iteration 14Q: 3 clusters Score -4304354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -4304416.500000 Penalty: 5207.883789
	Iteration 15Q: 3 clusters Score -4304416 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4304465.500000 Penalty: 5207.883789
	Iteration 16Q: 3 clusters Score -4304466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4304494.500000 Penalty: 5207.883789
	Iteration 17Q: 3 clusters Score -4304494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4304512.000000 Penalty: 5207.883789
	Iteration 18Q: 3 clusters Score -4304512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4304535.500000 Penalty: 5207.883789
	Iteration 19Q: 3 clusters Score -4304536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4304549.500000 Penalty: 5207.883789
	Iteration 20F: 3 clusters Score -4304550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4304567.500000 Penalty: 5207.883789
	Iteration 21Q: 3 clusters Score -4304568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4304580.500000 Penalty: 5207.883789
	Iteration 22Q: 3 clusters Score -4304580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4304588.500000 Penalty: 5207.883789
	Iteration 23Q: 3 clusters Score -4304588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4304591.000000 Penalty: 5207.883789
	Iteration 24Q: 3 clusters Score -4304591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4304594.000000 Penalty: 5207.883789
	Iteration 25Q: 3 clusters Score -4304594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4304602.000000 Penalty: 5207.883789
	Iteration 26Q: 3 clusters Score -4304602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -4304602.000000 Penalty: 5207.883789
	Iteration 27Q: 3 clusters Score -4304602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4304605.500000 Penalty: 5207.883789
	Iteration 28Q: 3 clusters Score -4304606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -4304614.500000 Penalty: 5207.883789
	Iteration 29Q: 3 clusters Score -4304614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4304615.500000 Penalty: 5207.883789
	Iteration 30Q: 3 clusters Score -4304616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4304614.000000 Penalty: 5207.883789
	Iteration 31Q: 3 clusters Score -4304614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4304628.500000 Penalty: 5207.883789
	Iteration 32Q: 3 clusters Score -4304628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4304636.000000 Penalty: 5207.883789
	Iteration 33Q: 3 clusters Score -4304636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4304646.000000 Penalty: 5207.883789
	Iteration 34Q: 3 clusters Score -4304646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4304644.000000 Penalty: 5207.883789
	Iteration 35Q: 3 clusters Score -4304644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4304646.500000 Penalty: 5207.883789
	Iteration 36Q: 3 clusters Score -4304646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4304647.500000 Penalty: 5207.883789
	Iteration 37Q: 3 clusters Score -4304648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4304645.000000 Penalty: 5207.883789
	Iteration 38Q: 3 clusters Score -4304645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4304648.500000 Penalty: 5207.883789
	Iteration 39Q: 3 clusters Score -4304648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -4304650.500000 Penalty: 5207.883789
	Iteration 40F: 3 clusters Score -4304650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4304649.500000 Penalty: 5207.883789
	Iteration 41Q: 3 clusters Score -4304650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4304655.500000 Penalty: 5207.883789
	Iteration 42Q: 3 clusters Score -4304656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4304660.000000 Penalty: 5207.883789
	Iteration 43Q: 3 clusters Score -4304660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4304662.500000 Penalty: 5207.883789
	Iteration 44Q: 3 clusters Score -4304662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4304658.000000 Penalty: 5207.883789
	Iteration 45Q: 3 clusters Score -4304658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -4304656.000000 Penalty: 5207.883789
	Iteration 46Q: 3 clusters Score -4304656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4304656.000000 Penalty: 5207.883789
	Iteration 47Q: 3 clusters Score -4304656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4304656.000000 Penalty: 5207.883789
	Iteration 48F: 3 clusters Score -4304656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (238015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238015 members 
Entering Unmasked Estep 
Score: -27932058.000000 Penalty: 3070.261963
	Iteration 0F: 2 clusters Score -2.793206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 119225 members 
Entering Unmasked Estep 
Score: -27772312.000000 Penalty: 6140.523926
	Iteration 0F: 3 clusters Score -2.777231e+07 nChanged 114949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -27840708.000000 Penalty: 6140.523926
	Iteration 1F: 3 clusters Score -2.784071e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 128274 members 
Entering Unmasked Estep 
Score: -27842284.000000 Penalty: 6140.523926
	Iteration 2Q: 3 clusters Score -2.784228e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103968 members 
Mstep: Class 2 contains 134047 members 
Entering Unmasked Estep 
Score: -27844778.000000 Penalty: 6140.523926
	Iteration 3Q: 3 clusters Score -2.784478e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 142820 members 
Entering Unmasked Estep 
Score: -27849138.000000 Penalty: 6140.523926
	Iteration 4Q: 3 clusters Score -2.784914e+07 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 155549 members 
Entering Unmasked Estep 
Score: -27856662.000000 Penalty: 6140.523926
	Iteration 5F: 3 clusters Score -2.785666e+07 nChanged 17945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -27869482.000000 Penalty: 6140.523926
	Iteration 6F: 3 clusters Score -2.786948e+07 nChanged 20485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 193129 members 
Entering Unmasked Estep 
Score: -27887474.000000 Penalty: 6140.523926
	Iteration 7F: 3 clusters Score -2.788747e+07 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 212340 members 
Entering Unmasked Estep 
Score: -27905778.000000 Penalty: 6140.523926
	Iteration 8F: 3 clusters Score -2.790578e+07 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 226025 members 
Entering Unmasked Estep 
Score: -27919166.000000 Penalty: 6140.523926
	Iteration 9F: 3 clusters Score -2.791917e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 233106 members 
Entering Unmasked Estep 
Score: -27925480.000000 Penalty: 6140.523926
	Iteration 10Q: 3 clusters Score -2.792548e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 235875 members 
Entering Unmasked Estep 
Score: -27927786.000000 Penalty: 6140.523926
	Iteration 11Q: 3 clusters Score -2.792779e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 236846 members 
Entering Unmasked Estep 
Score: -27928686.000000 Penalty: 6140.523926
	Iteration 12Q: 3 clusters Score -2.792869e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 237168 members 
Entering Unmasked Estep 
Score: -27929010.000000 Penalty: 6140.523926
	Iteration 13Q: 3 clusters Score -2.792901e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 237291 members 
Entering Unmasked Estep 
Score: -27929206.000000 Penalty: 6140.523926
	Iteration 14Q: 3 clusters Score -2.792921e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 237350 members 
Entering Unmasked Estep 
Score: -27929310.000000 Penalty: 6140.523926
	Iteration 15Q: 3 clusters Score -2.792931e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 237380 members 
Entering Unmasked Estep 
Score: -27929360.000000 Penalty: 6140.523926
	Iteration 16Q: 3 clusters Score -2.792936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 237399 members 
Entering Unmasked Estep 
Score: -27929400.000000 Penalty: 6140.523926
	Iteration 17Q: 3 clusters Score -2.79294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 237404 members 
Entering Unmasked Estep 
Score: -27929460.000000 Penalty: 6140.523926
	Iteration 18Q: 3 clusters Score -2.792946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 237416 members 
Entering Unmasked Estep 
Score: -27929472.000000 Penalty: 6140.523926
	Iteration 19Q: 3 clusters Score -2.792947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 237432 members 
Entering Unmasked Estep 
Score: -27929480.000000 Penalty: 6140.523926
	Iteration 20F: 3 clusters Score -2.792948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 237447 members 
Entering Unmasked Estep 
Score: -27929528.000000 Penalty: 6140.523926
	Iteration 21Q: 3 clusters Score -2.792953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 237452 members 
Entering Unmasked Estep 
Score: -27929542.000000 Penalty: 6140.523926
	Iteration 22Q: 3 clusters Score -2.792954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 237460 members 
Entering Unmasked Estep 
Score: -27929548.000000 Penalty: 6140.523926
	Iteration 23Q: 3 clusters Score -2.792955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 237471 members 
Entering Unmasked Estep 
Score: -27929552.000000 Penalty: 6140.523926
	Iteration 24Q: 3 clusters Score -2.792955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 237478 members 
Entering Unmasked Estep 
Score: -27929578.000000 Penalty: 6140.523926
	Iteration 25Q: 3 clusters Score -2.792958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 237477 members 
Entering Unmasked Estep 
Score: -27929586.000000 Penalty: 6140.523926
	Iteration 26Q: 3 clusters Score -2.792959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 237473 members 
Entering Unmasked Estep 
Score: -27929564.000000 Penalty: 6140.523926
	Iteration 27Q: 3 clusters Score -2.792956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 237471 members 
Entering Unmasked Estep 
Score: -27929570.000000 Penalty: 6140.523926
	Iteration 28Q: 3 clusters Score -2.792957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 237469 members 
Entering Unmasked Estep 
Score: -27929558.000000 Penalty: 6140.523926
	Iteration 29Q: 3 clusters Score -2.792956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 237467 members 
Entering Unmasked Estep 
Score: -27929552.000000 Penalty: 6140.523926
	Iteration 30Q: 3 clusters Score -2.792955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 237466 members 
Entering Unmasked Estep 
Score: -27929566.000000 Penalty: 6140.523926
	Iteration 31Q: 3 clusters Score -2.792957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 237466 members 
Entering Unmasked Estep 
Score: -27929566.000000 Penalty: 6140.523926
	Iteration 32F: 3 clusters Score -2.792957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -460143.906250 Penalty: 2068.077637
	Iteration 0F: 2 clusters Score -460143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -456288.531250 Penalty: 4136.155273
	Iteration 0F: 3 clusters Score -456288.5 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -457588.312500 Penalty: 4136.155273
	Iteration 1F: 3 clusters Score -457588.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -458226.312500 Penalty: 4136.155273
	Iteration 2F: 3 clusters Score -458226.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -458709.343750 Penalty: 4136.155273
	Iteration 3F: 3 clusters Score -458709.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -459159.250000 Penalty: 4136.155273
	Iteration 4F: 3 clusters Score -459159.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -459486.437500 Penalty: 4136.155273
	Iteration 5F: 3 clusters Score -459486.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -459631.437500 Penalty: 4136.155273
	Iteration 6Q: 3 clusters Score -459631.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -459725.750000 Penalty: 4136.155273
	Iteration 7Q: 3 clusters Score -459725.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -459793.937500 Penalty: 4136.155273
	Iteration 8Q: 3 clusters Score -459793.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -459832.125000 Penalty: 4136.155273
	Iteration 9Q: 3 clusters Score -459832.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -459855.062500 Penalty: 4136.155273
	Iteration 10Q: 3 clusters Score -459855.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -459879.562500 Penalty: 4136.155273
	Iteration 11Q: 3 clusters Score -459879.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -459898.593750 Penalty: 4136.155273
	Iteration 12Q: 3 clusters Score -459898.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -459907.093750 Penalty: 4136.155273
	Iteration 13Q: 3 clusters Score -459907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -459912.250000 Penalty: 4136.155273
	Iteration 14Q: 3 clusters Score -459912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -459916.187500 Penalty: 4136.155273
	Iteration 15Q: 3 clusters Score -459916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -459917.437500 Penalty: 4136.155273
	Iteration 16Q: 3 clusters Score -459917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -459918.093750 Penalty: 4136.155273
	Iteration 17Q: 3 clusters Score -459918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -459918.093750 Penalty: 4136.155273
	Iteration 18F: 3 clusters Score -459918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Entering Unmasked Estep 
Score: -1990927.125000 Penalty: 2421.057129
	Iteration 0F: 2 clusters Score -1990927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1978562.750000 Penalty: 4842.114258
	Iteration 0F: 3 clusters Score -1978563 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1982648.500000 Penalty: 4842.114258
	Iteration 1F: 3 clusters Score -1982648 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1983268.000000 Penalty: 4842.114258
	Iteration 2F: 3 clusters Score -1983268 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1983981.875000 Penalty: 4842.114258
	Iteration 3F: 3 clusters Score -1983982 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1984694.875000 Penalty: 4842.114258
	Iteration 4F: 3 clusters Score -1984695 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1985441.250000 Penalty: 4842.114258
	Iteration 5F: 3 clusters Score -1985441 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1986155.375000 Penalty: 4842.114258
	Iteration 6F: 3 clusters Score -1986155 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1986814.500000 Penalty: 4842.114258
	Iteration 7F: 3 clusters Score -1986814 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1987353.375000 Penalty: 4842.114258
	Iteration 8Q: 3 clusters Score -1987353 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1987762.750000 Penalty: 4842.114258
	Iteration 9Q: 3 clusters Score -1987763 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1988084.500000 Penalty: 4842.114258
	Iteration 10Q: 3 clusters Score -1988084 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1988280.000000 Penalty: 4842.114258
	Iteration 11Q: 3 clusters Score -1988280 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1988405.875000 Penalty: 4842.114258
	Iteration 12Q: 3 clusters Score -1988406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1988491.250000 Penalty: 4842.114258
	Iteration 13Q: 3 clusters Score -1988491 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1988562.125000 Penalty: 4842.114258
	Iteration 14Q: 3 clusters Score -1988562 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1988636.000000 Penalty: 4842.114258
	Iteration 15Q: 3 clusters Score -1988636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1988699.000000 Penalty: 4842.114258
	Iteration 16Q: 3 clusters Score -1988699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1988768.750000 Penalty: 4842.114258
	Iteration 17Q: 3 clusters Score -1988769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1988817.125000 Penalty: 4842.114258
	Iteration 18Q: 3 clusters Score -1988817 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1988861.000000 Penalty: 4842.114258
	Iteration 19Q: 3 clusters Score -1988861 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1988894.375000 Penalty: 4842.114258
	Iteration 20F: 3 clusters Score -1988894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1988938.125000 Penalty: 4842.114258
	Iteration 21Q: 3 clusters Score -1988938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1988963.625000 Penalty: 4842.114258
	Iteration 22Q: 3 clusters Score -1988964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1988981.375000 Penalty: 4842.114258
	Iteration 23Q: 3 clusters Score -1988981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1988994.250000 Penalty: 4842.114258
	Iteration 24Q: 3 clusters Score -1988994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1989004.250000 Penalty: 4842.114258
	Iteration 25Q: 3 clusters Score -1989004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1989010.750000 Penalty: 4842.114258
	Iteration 26Q: 3 clusters Score -1989011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1989018.625000 Penalty: 4842.114258
	Iteration 27Q: 3 clusters Score -1989019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1989024.875000 Penalty: 4842.114258
	Iteration 28Q: 3 clusters Score -1989025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1989029.875000 Penalty: 4842.114258
	Iteration 29Q: 3 clusters Score -1989030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1989034.000000 Penalty: 4842.114258
	Iteration 30Q: 3 clusters Score -1989034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1989037.000000 Penalty: 4842.114258
	Iteration 31Q: 3 clusters Score -1989037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1989037.875000 Penalty: 4842.114258
	Iteration 32Q: 3 clusters Score -1989038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1989038.750000 Penalty: 4842.114258
	Iteration 33Q: 3 clusters Score -1989039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1989040.750000 Penalty: 4842.114258
	Iteration 34Q: 3 clusters Score -1989041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1989043.500000 Penalty: 4842.114258
	Iteration 35Q: 3 clusters Score -1989044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1989041.750000 Penalty: 4842.114258
	Iteration 36Q: 3 clusters Score -1989042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1989046.500000 Penalty: 4842.114258
	Iteration 37Q: 3 clusters Score -1989046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1989046.750000 Penalty: 4842.114258
	Iteration 38Q: 3 clusters Score -1989047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1989045.500000 Penalty: 4842.114258
	Iteration 39Q: 3 clusters Score -1989046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1989045.750000 Penalty: 4842.114258
	Iteration 40F: 3 clusters Score -1989046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1989049.875000 Penalty: 4842.114258
	Iteration 41Q: 3 clusters Score -1989050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1989050.250000 Penalty: 4842.114258
	Iteration 42Q: 3 clusters Score -1989050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1989050.250000 Penalty: 4842.114258
	Iteration 43F: 3 clusters Score -1989050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164414 members 
Entering Unmasked Estep 
Score: -19696046.000000 Penalty: 2978.515625
	Iteration 0F: 2 clusters Score -1.969605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -19587506.000000 Penalty: 5957.031250
	Iteration 0F: 3 clusters Score -1.958751e+07 nChanged 78838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -19633336.000000 Penalty: 5957.031250
	Iteration 1F: 3 clusters Score -1.963334e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -19634832.000000 Penalty: 5957.031250
	Iteration 2Q: 3 clusters Score -1.963483e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -19636904.000000 Penalty: 5957.031250
	Iteration 3Q: 3 clusters Score -1.96369e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -19641306.000000 Penalty: 5957.031250
	Iteration 4F: 3 clusters Score -1.964131e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -19648698.000000 Penalty: 5957.031250
	Iteration 5F: 3 clusters Score -1.96487e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -19659388.000000 Penalty: 5957.031250
	Iteration 6F: 3 clusters Score -1.965939e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -19672014.000000 Penalty: 5957.031250
	Iteration 7F: 3 clusters Score -1.967201e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151368 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -19682420.000000 Penalty: 5957.031250
	Iteration 8F: 3 clusters Score -1.968242e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158428 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -19688486.000000 Penalty: 5957.031250
	Iteration 9Q: 3 clusters Score -1.968849e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162023 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -19691698.000000 Penalty: 5957.031250
	Iteration 10Q: 3 clusters Score -1.96917e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19692800.000000 Penalty: 5957.031250
	Iteration 11Q: 3 clusters Score -1.96928e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163821 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19693168.000000 Penalty: 5957.031250
	Iteration 12Q: 3 clusters Score -1.969317e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19693312.000000 Penalty: 5957.031250
	Iteration 13Q: 3 clusters Score -1.969331e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164012 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -19693366.000000 Penalty: 5957.031250
	Iteration 14Q: 3 clusters Score -1.969337e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19693420.000000 Penalty: 5957.031250
	Iteration 15Q: 3 clusters Score -1.969342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19693472.000000 Penalty: 5957.031250
	Iteration 16Q: 3 clusters Score -1.969347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164068 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -19693482.000000 Penalty: 5957.031250
	Iteration 17Q: 3 clusters Score -1.969348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19693500.000000 Penalty: 5957.031250
	Iteration 18Q: 3 clusters Score -1.96935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19693514.000000 Penalty: 5957.031250
	Iteration 19Q: 3 clusters Score -1.969351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164079 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19693532.000000 Penalty: 5957.031250
	Iteration 20F: 3 clusters Score -1.969353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19693556.000000 Penalty: 5957.031250
	Iteration 21Q: 3 clusters Score -1.969356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19693562.000000 Penalty: 5957.031250
	Iteration 22Q: 3 clusters Score -1.969356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164087 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19693550.000000 Penalty: 5957.031250
	Iteration 23Q: 3 clusters Score -1.969355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164087 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19693580.000000 Penalty: 5957.031250
	Iteration 24Q: 3 clusters Score -1.969358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164090 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19693568.000000 Penalty: 5957.031250
	Iteration 25Q: 3 clusters Score -1.969357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19693576.000000 Penalty: 5957.031250
	Iteration 26Q: 3 clusters Score -1.969358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164090 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19693572.000000 Penalty: 5957.031250
	Iteration 27Q: 3 clusters Score -1.969357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164091 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19693572.000000 Penalty: 5957.031250
	Iteration 28Q: 3 clusters Score -1.969357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19693586.000000 Penalty: 5957.031250
	Iteration 29Q: 3 clusters Score -1.969359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19693592.000000 Penalty: 5957.031250
	Iteration 30Q: 3 clusters Score -1.969359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164096 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19693584.000000 Penalty: 5957.031250
	Iteration 31Q: 3 clusters Score -1.969358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164096 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19693584.000000 Penalty: 5957.031250
	Iteration 32F: 3 clusters Score -1.969358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Entering Unmasked Estep 
Score: -20354384.000000 Penalty: 2986.363281
	Iteration 0F: 2 clusters Score -2.035438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -20242044.000000 Penalty: 5972.726562
	Iteration 0F: 3 clusters Score -2.024204e+07 nChanged 81612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -20289724.000000 Penalty: 5972.726562
	Iteration 1F: 3 clusters Score -2.028972e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -20290682.000000 Penalty: 5972.726562
	Iteration 2Q: 3 clusters Score -2.029068e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -20291836.000000 Penalty: 5972.726562
	Iteration 3Q: 3 clusters Score -2.029184e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -20293526.000000 Penalty: 5972.726562
	Iteration 4Q: 3 clusters Score -2.029353e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -20295428.000000 Penalty: 5972.726562
	Iteration 5Q: 3 clusters Score -2.029543e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -20297766.000000 Penalty: 5972.726562
	Iteration 6Q: 3 clusters Score -2.029777e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -20300714.000000 Penalty: 5972.726562
	Iteration 7Q: 3 clusters Score -2.030071e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -20304122.000000 Penalty: 5972.726562
	Iteration 8Q: 3 clusters Score -2.030412e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -20307810.000000 Penalty: 5972.726562
	Iteration 9Q: 3 clusters Score -2.030781e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 108531 members 
Entering Unmasked Estep 
Score: -20312030.000000 Penalty: 5972.726562
	Iteration 10Q: 3 clusters Score -2.031203e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -20316806.000000 Penalty: 5972.726562
	Iteration 11Q: 3 clusters Score -2.031681e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 118830 members 
Entering Unmasked Estep 
Score: -20322980.000000 Penalty: 5972.726562
	Iteration 12Q: 3 clusters Score -2.032298e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -20328828.000000 Penalty: 5972.726562
	Iteration 13Q: 3 clusters Score -2.032883e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -20332570.000000 Penalty: 5972.726562
	Iteration 14Q: 3 clusters Score -2.033257e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -20334696.000000 Penalty: 5972.726562
	Iteration 15Q: 3 clusters Score -2.03347e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 133092 members 
Entering Unmasked Estep 
Score: -20336416.000000 Penalty: 5972.726562
	Iteration 16Q: 3 clusters Score -2.033642e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -20337962.000000 Penalty: 5972.726562
	Iteration 17Q: 3 clusters Score -2.033796e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 138863 members 
Entering Unmasked Estep 
Score: -20339376.000000 Penalty: 5972.726562
	Iteration 18Q: 3 clusters Score -2.033938e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -20340704.000000 Penalty: 5972.726562
	Iteration 19Q: 3 clusters Score -2.03407e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 144174 members 
Entering Unmasked Estep 
Score: -20341876.000000 Penalty: 5972.726562
	Iteration 20F: 3 clusters Score -2.034188e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 146608 members 
Entering Unmasked Estep 
Score: -20342994.000000 Penalty: 5972.726562
	Iteration 21Q: 3 clusters Score -2.034299e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 148955 members 
Entering Unmasked Estep 
Score: -20343908.000000 Penalty: 5972.726562
	Iteration 22Q: 3 clusters Score -2.034391e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -20344904.000000 Penalty: 5972.726562
	Iteration 23Q: 3 clusters Score -2.03449e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -20345924.000000 Penalty: 5972.726562
	Iteration 24Q: 3 clusters Score -2.034592e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -20346924.000000 Penalty: 5972.726562
	Iteration 25Q: 3 clusters Score -2.034692e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 157978 members 
Entering Unmasked Estep 
Score: -20347818.000000 Penalty: 5972.726562
	Iteration 26Q: 3 clusters Score -2.034782e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -20348718.000000 Penalty: 5972.726562
	Iteration 27Q: 3 clusters Score -2.034872e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -20349636.000000 Penalty: 5972.726562
	Iteration 28Q: 3 clusters Score -2.034964e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 163571 members 
Entering Unmasked Estep 
Score: -20350428.000000 Penalty: 5972.726562
	Iteration 29Q: 3 clusters Score -2.035043e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -20351004.000000 Penalty: 5972.726562
	Iteration 30Q: 3 clusters Score -2.0351e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -20351622.000000 Penalty: 5972.726562
	Iteration 31Q: 3 clusters Score -2.035162e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 166607 members 
Entering Unmasked Estep 
Score: -20352026.000000 Penalty: 5972.726562
	Iteration 32Q: 3 clusters Score -2.035203e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -20352264.000000 Penalty: 5972.726562
	Iteration 33Q: 3 clusters Score -2.035226e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 167440 members 
Entering Unmasked Estep 
Score: -20352422.000000 Penalty: 5972.726562
	Iteration 34Q: 3 clusters Score -2.035242e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 167689 members 
Entering Unmasked Estep 
Score: -20352560.000000 Penalty: 5972.726562
	Iteration 35Q: 3 clusters Score -2.035256e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 167864 members 
Entering Unmasked Estep 
Score: -20352638.000000 Penalty: 5972.726562
	Iteration 36Q: 3 clusters Score -2.035264e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -20352696.000000 Penalty: 5972.726562
	Iteration 37Q: 3 clusters Score -2.03527e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -20352722.000000 Penalty: 5972.726562
	Iteration 38Q: 3 clusters Score -2.035272e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -20352782.000000 Penalty: 5972.726562
	Iteration 39Q: 3 clusters Score -2.035278e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -20352780.000000 Penalty: 5972.726562
	Iteration 40F: 3 clusters Score -2.035278e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -20352758.000000 Penalty: 5972.726562
	Iteration 41Q: 3 clusters Score -2.035276e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -20352772.000000 Penalty: 5972.726562
	Iteration 42Q: 3 clusters Score -2.035277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -20352808.000000 Penalty: 5972.726562
	Iteration 43Q: 3 clusters Score -2.035281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 168323 members 
Entering Unmasked Estep 
Score: -20352798.000000 Penalty: 5972.726562
	Iteration 44Q: 3 clusters Score -2.03528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 168336 members 
Entering Unmasked Estep 
Score: -20352806.000000 Penalty: 5972.726562
	Iteration 45Q: 3 clusters Score -2.035281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 168341 members 
Entering Unmasked Estep 
Score: -20352826.000000 Penalty: 5972.726562
	Iteration 46Q: 3 clusters Score -2.035283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
Score: -20352842.000000 Penalty: 5972.726562
	Iteration 47Q: 3 clusters Score -2.035284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -20352852.000000 Penalty: 5972.726562
	Iteration 48Q: 3 clusters Score -2.035285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -20352860.000000 Penalty: 5972.726562
	Iteration 49Q: 3 clusters Score -2.035286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 168365 members 
Entering Unmasked Estep 
Score: -20352868.000000 Penalty: 5972.726562
	Iteration 50Q: 3 clusters Score -2.035287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -20352894.000000 Penalty: 5972.726562
	Iteration 51Q: 3 clusters Score -2.035289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -20352914.000000 Penalty: 5972.726562
	Iteration 52Q: 3 clusters Score -2.035291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 168385 members 
Entering Unmasked Estep 
Score: -20352912.000000 Penalty: 5972.726562
	Iteration 53Q: 3 clusters Score -2.035291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -20352904.000000 Penalty: 5972.726562
	Iteration 54Q: 3 clusters Score -2.03529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 168397 members 
Entering Unmasked Estep 
Score: -20352890.000000 Penalty: 5972.726562
	Iteration 55Q: 3 clusters Score -2.035289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 168401 members 
Entering Unmasked Estep 
Score: -20352896.000000 Penalty: 5972.726562
	Iteration 56Q: 3 clusters Score -2.03529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 168400 members 
Entering Unmasked Estep 
Score: -20352900.000000 Penalty: 5972.726562
	Iteration 57Q: 3 clusters Score -2.03529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 168408 members 
Entering Unmasked Estep 
Score: -20352910.000000 Penalty: 5972.726562
	Iteration 58Q: 3 clusters Score -2.035291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 168412 members 
Entering Unmasked Estep 
Score: -20352920.000000 Penalty: 5972.726562
	Iteration 59Q: 3 clusters Score -2.035292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 168415 members 
Entering Unmasked Estep 
Score: -20352920.000000 Penalty: 5972.726562
	Iteration 60F: 3 clusters Score -2.035292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -20352918.000000 Penalty: 5972.726562
	Iteration 61Q: 3 clusters Score -2.035292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -20352920.000000 Penalty: 5972.726562
	Iteration 62Q: 3 clusters Score -2.035292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -20352920.000000 Penalty: 5972.726562
	Iteration 63Q: 3 clusters Score -2.035292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -20352920.000000 Penalty: 5972.726562
	Iteration 64Q: 3 clusters Score -2.035292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 168420 members 
Entering Unmasked Estep 
Score: -20352920.000000 Penalty: 5972.726562
	Iteration 65Q: 3 clusters Score -2.035292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 168423 members 
Entering Unmasked Estep 
Score: -20352938.000000 Penalty: 5972.726562
	Iteration 66Q: 3 clusters Score -2.035294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 168425 members 
Entering Unmasked Estep 
Score: -20352928.000000 Penalty: 5972.726562
	Iteration 67Q: 3 clusters Score -2.035293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 168427 members 
Entering Unmasked Estep 
Score: -20352926.000000 Penalty: 5972.726562
	Iteration 68Q: 3 clusters Score -2.035293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -20352932.000000 Penalty: 5972.726562
	Iteration 69Q: 3 clusters Score -2.035293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -20352932.000000 Penalty: 5972.726562
	Iteration 70F: 3 clusters Score -2.035293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Entering Unmasked Estep 
Score: -11454935.000000 Penalty: 2845.842773
	Iteration 0F: 2 clusters Score -1.145494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -11390501.000000 Penalty: 5691.685547
	Iteration 0F: 3 clusters Score -1.13905e+07 nChanged 45490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -11416047.000000 Penalty: 5691.685547
	Iteration 1F: 3 clusters Score -1.141605e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -11416674.000000 Penalty: 5691.685547
	Iteration 2Q: 3 clusters Score -1.141667e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -11417444.000000 Penalty: 5691.685547
	Iteration 3Q: 3 clusters Score -1.141744e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -11418279.000000 Penalty: 5691.685547
	Iteration 4Q: 3 clusters Score -1.141828e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -11419352.000000 Penalty: 5691.685547
	Iteration 5Q: 3 clusters Score -1.141935e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -11421397.000000 Penalty: 5691.685547
	Iteration 6Q: 3 clusters Score -1.14214e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -11424946.000000 Penalty: 5691.685547
	Iteration 7F: 3 clusters Score -1.142495e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -11430289.000000 Penalty: 5691.685547
	Iteration 8F: 3 clusters Score -1.143029e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -11436634.000000 Penalty: 5691.685547
	Iteration 9F: 3 clusters Score -1.143663e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -11442423.000000 Penalty: 5691.685547
	Iteration 10F: 3 clusters Score -1.144242e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -11446425.000000 Penalty: 5691.685547
	Iteration 11Q: 3 clusters Score -1.144642e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -11448802.000000 Penalty: 5691.685547
	Iteration 12Q: 3 clusters Score -1.14488e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -11450085.000000 Penalty: 5691.685547
	Iteration 13Q: 3 clusters Score -1.145008e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -11450853.000000 Penalty: 5691.685547
	Iteration 14Q: 3 clusters Score -1.145085e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -11451283.000000 Penalty: 5691.685547
	Iteration 15Q: 3 clusters Score -1.145128e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -11451554.000000 Penalty: 5691.685547
	Iteration 16Q: 3 clusters Score -1.145155e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -11451827.000000 Penalty: 5691.685547
	Iteration 17Q: 3 clusters Score -1.145183e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -11451980.000000 Penalty: 5691.685547
	Iteration 18Q: 3 clusters Score -1.145198e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -11452104.000000 Penalty: 5691.685547
	Iteration 19Q: 3 clusters Score -1.14521e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -11452198.000000 Penalty: 5691.685547
	Iteration 20F: 3 clusters Score -1.14522e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -11452275.000000 Penalty: 5691.685547
	Iteration 21Q: 3 clusters Score -1.145228e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -11452338.000000 Penalty: 5691.685547
	Iteration 22Q: 3 clusters Score -1.145234e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -11452368.000000 Penalty: 5691.685547
	Iteration 23Q: 3 clusters Score -1.145237e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -11452439.000000 Penalty: 5691.685547
	Iteration 24Q: 3 clusters Score -1.145244e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -11452467.000000 Penalty: 5691.685547
	Iteration 25Q: 3 clusters Score -1.145247e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -11452495.000000 Penalty: 5691.685547
	Iteration 26Q: 3 clusters Score -1.14525e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -11452557.000000 Penalty: 5691.685547
	Iteration 27Q: 3 clusters Score -1.145256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -11452597.000000 Penalty: 5691.685547
	Iteration 28Q: 3 clusters Score -1.14526e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 94093 members 
Entering Unmasked Estep 
Score: -11452606.000000 Penalty: 5691.685547
	Iteration 29Q: 3 clusters Score -1.145261e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -11452641.000000 Penalty: 5691.685547
	Iteration 30Q: 3 clusters Score -1.145264e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -11452665.000000 Penalty: 5691.685547
	Iteration 31Q: 3 clusters Score -1.145266e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -11452683.000000 Penalty: 5691.685547
	Iteration 32Q: 3 clusters Score -1.145268e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -11452690.000000 Penalty: 5691.685547
	Iteration 33Q: 3 clusters Score -1.145269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -11452698.000000 Penalty: 5691.685547
	Iteration 34Q: 3 clusters Score -1.14527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -11452716.000000 Penalty: 5691.685547
	Iteration 35Q: 3 clusters Score -1.145272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -11452715.000000 Penalty: 5691.685547
	Iteration 36Q: 3 clusters Score -1.145272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -11452730.000000 Penalty: 5691.685547
	Iteration 37Q: 3 clusters Score -1.145273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -11452735.000000 Penalty: 5691.685547
	Iteration 38Q: 3 clusters Score -1.145274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -11452740.000000 Penalty: 5691.685547
	Iteration 39Q: 3 clusters Score -1.145274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -11452750.000000 Penalty: 5691.685547
	Iteration 40F: 3 clusters Score -1.145275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -11452750.000000 Penalty: 5691.685547
	Iteration 41Q: 3 clusters Score -1.145275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -11452748.000000 Penalty: 5691.685547
	Iteration 42Q: 3 clusters Score -1.145275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -11452746.000000 Penalty: 5691.685547
	Iteration 43Q: 3 clusters Score -1.145275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -11452736.000000 Penalty: 5691.685547
	Iteration 44Q: 3 clusters Score -1.145274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -11452744.000000 Penalty: 5691.685547
	Iteration 45Q: 3 clusters Score -1.145274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -11452748.000000 Penalty: 5691.685547
	Iteration 46Q: 3 clusters Score -1.145275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -11452751.000000 Penalty: 5691.685547
	Iteration 47Q: 3 clusters Score -1.145275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -11452754.000000 Penalty: 5691.685547
	Iteration 48Q: 3 clusters Score -1.145275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -11452754.000000 Penalty: 5691.685547
	Iteration 49Q: 3 clusters Score -1.145275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -11452751.000000 Penalty: 5691.685547
	Iteration 50Q: 3 clusters Score -1.145275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -11452754.000000 Penalty: 5691.685547
	Iteration 51Q: 3 clusters Score -1.145275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -11452749.000000 Penalty: 5691.685547
	Iteration 52Q: 3 clusters Score -1.145275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -11452752.000000 Penalty: 5691.685547
	Iteration 53Q: 3 clusters Score -1.145275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -11452751.000000 Penalty: 5691.685547
	Iteration 54Q: 3 clusters Score -1.145275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 94586 members 
Entering Unmasked Estep 
Score: -11452748.000000 Penalty: 5691.685547
	Iteration 55Q: 3 clusters Score -1.145275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -11452752.000000 Penalty: 5691.685547
	Iteration 56Q: 3 clusters Score -1.145275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -11452757.000000 Penalty: 5691.685547
	Iteration 57Q: 3 clusters Score -1.145276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -11452749.000000 Penalty: 5691.685547
	Iteration 58Q: 3 clusters Score -1.145275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -11452749.000000 Penalty: 5691.685547
	Iteration 59F: 3 clusters Score -1.145275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Entering Unmasked Estep 
Score: -5483198.500000 Penalty: 2666.647705
	Iteration 0F: 2 clusters Score -5483198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5451550.500000 Penalty: 5333.295410
	Iteration 0F: 3 clusters Score -5451550 nChanged 21530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5463404.000000 Penalty: 5333.295410
	Iteration 1F: 3 clusters Score -5463404 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5464002.500000 Penalty: 5333.295410
	Iteration 2Q: 3 clusters Score -5464002 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -5464604.000000 Penalty: 5333.295410
	Iteration 3Q: 3 clusters Score -5464604 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -5465187.000000 Penalty: 5333.295410
	Iteration 4Q: 3 clusters Score -5465187 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5465806.000000 Penalty: 5333.295410
	Iteration 5Q: 3 clusters Score -5465806 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5466354.500000 Penalty: 5333.295410
	Iteration 6Q: 3 clusters Score -5466354 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5466957.000000 Penalty: 5333.295410
	Iteration 7Q: 3 clusters Score -5466957 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5467721.000000 Penalty: 5333.295410
	Iteration 8Q: 3 clusters Score -5467721 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5468699.500000 Penalty: 5333.295410
	Iteration 9Q: 3 clusters Score -5468700 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5469969.000000 Penalty: 5333.295410
	Iteration 10Q: 3 clusters Score -5469969 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -5471604.000000 Penalty: 5333.295410
	Iteration 11F: 3 clusters Score -5471604 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5473686.500000 Penalty: 5333.295410
	Iteration 12F: 3 clusters Score -5473686 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -5475935.500000 Penalty: 5333.295410
	Iteration 13F: 3 clusters Score -5475936 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5477944.000000 Penalty: 5333.295410
	Iteration 14F: 3 clusters Score -5477944 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5479319.500000 Penalty: 5333.295410
	Iteration 15Q: 3 clusters Score -5479320 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5480127.500000 Penalty: 5333.295410
	Iteration 16Q: 3 clusters Score -5480128 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5480486.500000 Penalty: 5333.295410
	Iteration 17Q: 3 clusters Score -5480486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5480661.500000 Penalty: 5333.295410
	Iteration 18Q: 3 clusters Score -5480662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5480756.500000 Penalty: 5333.295410
	Iteration 19Q: 3 clusters Score -5480756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5480816.000000 Penalty: 5333.295410
	Iteration 20F: 3 clusters Score -5480816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5480850.500000 Penalty: 5333.295410
	Iteration 21Q: 3 clusters Score -5480850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5480869.000000 Penalty: 5333.295410
	Iteration 22Q: 3 clusters Score -5480869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5480883.500000 Penalty: 5333.295410
	Iteration 23Q: 3 clusters Score -5480884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5480891.000000 Penalty: 5333.295410
	Iteration 24Q: 3 clusters Score -5480891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5480895.500000 Penalty: 5333.295410
	Iteration 25Q: 3 clusters Score -5480896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5480902.500000 Penalty: 5333.295410
	Iteration 26Q: 3 clusters Score -5480902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5480904.000000 Penalty: 5333.295410
	Iteration 27Q: 3 clusters Score -5480904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5480898.500000 Penalty: 5333.295410
	Iteration 28Q: 3 clusters Score -5480898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5480897.000000 Penalty: 5333.295410
	Iteration 29Q: 3 clusters Score -5480897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5480897.000000 Penalty: 5333.295410
	Iteration 30Q: 3 clusters Score -5480897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5480897.000000 Penalty: 5333.295410
	Iteration 31F: 3 clusters Score -5480897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Entering Unmasked Estep 
Score: -2439794.750000 Penalty: 2473.919678
	Iteration 0F: 2 clusters Score -2439795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2424623.500000 Penalty: 4947.839355
	Iteration 0F: 3 clusters Score -2424624 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2429867.000000 Penalty: 4947.839355
	Iteration 1F: 3 clusters Score -2429867 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2430402.000000 Penalty: 4947.839355
	Iteration 2F: 3 clusters Score -2430402 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2430884.000000 Penalty: 4947.839355
	Iteration 3F: 3 clusters Score -2430884 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2431392.000000 Penalty: 4947.839355
	Iteration 4F: 3 clusters Score -2431392 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2431957.750000 Penalty: 4947.839355
	Iteration 5F: 3 clusters Score -2431958 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2432558.000000 Penalty: 4947.839355
	Iteration 6F: 3 clusters Score -2432558 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2433180.250000 Penalty: 4947.839355
	Iteration 7Q: 3 clusters Score -2433180 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2433817.000000 Penalty: 4947.839355
	Iteration 8Q: 3 clusters Score -2433817 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2434390.750000 Penalty: 4947.839355
	Iteration 9Q: 3 clusters Score -2434391 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2434904.500000 Penalty: 4947.839355
	Iteration 10Q: 3 clusters Score -2434904 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2435393.750000 Penalty: 4947.839355
	Iteration 11Q: 3 clusters Score -2435394 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2435811.000000 Penalty: 4947.839355
	Iteration 12Q: 3 clusters Score -2435811 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2436131.250000 Penalty: 4947.839355
	Iteration 13Q: 3 clusters Score -2436131 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2436383.750000 Penalty: 4947.839355
	Iteration 14Q: 3 clusters Score -2436384 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2436563.250000 Penalty: 4947.839355
	Iteration 15Q: 3 clusters Score -2436563 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2436747.750000 Penalty: 4947.839355
	Iteration 16Q: 3 clusters Score -2436748 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2436894.250000 Penalty: 4947.839355
	Iteration 17Q: 3 clusters Score -2436894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2437021.000000 Penalty: 4947.839355
	Iteration 18Q: 3 clusters Score -2437021 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2437120.000000 Penalty: 4947.839355
	Iteration 19Q: 3 clusters Score -2437120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2437187.500000 Penalty: 4947.839355
	Iteration 20F: 3 clusters Score -2437188 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2437240.000000 Penalty: 4947.839355
	Iteration 21Q: 3 clusters Score -2437240 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2437288.750000 Penalty: 4947.839355
	Iteration 22Q: 3 clusters Score -2437289 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2437323.500000 Penalty: 4947.839355
	Iteration 23Q: 3 clusters Score -2437324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2437336.250000 Penalty: 4947.839355
	Iteration 24Q: 3 clusters Score -2437336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2437358.250000 Penalty: 4947.839355
	Iteration 25Q: 3 clusters Score -2437358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2437384.250000 Penalty: 4947.839355
	Iteration 26Q: 3 clusters Score -2437384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2437403.000000 Penalty: 4947.839355
	Iteration 27Q: 3 clusters Score -2437403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2437414.750000 Penalty: 4947.839355
	Iteration 28Q: 3 clusters Score -2437415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2437424.750000 Penalty: 4947.839355
	Iteration 29Q: 3 clusters Score -2437425 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2437429.250000 Penalty: 4947.839355
	Iteration 30Q: 3 clusters Score -2437429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2437431.500000 Penalty: 4947.839355
	Iteration 31Q: 3 clusters Score -2437432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2437439.500000 Penalty: 4947.839355
	Iteration 32Q: 3 clusters Score -2437440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2437450.750000 Penalty: 4947.839355
	Iteration 33Q: 3 clusters Score -2437451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2437461.000000 Penalty: 4947.839355
	Iteration 34Q: 3 clusters Score -2437461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2437463.250000 Penalty: 4947.839355
	Iteration 35Q: 3 clusters Score -2437463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2437467.500000 Penalty: 4947.839355
	Iteration 36Q: 3 clusters Score -2437468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2437470.500000 Penalty: 4947.839355
	Iteration 37Q: 3 clusters Score -2437470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2437476.750000 Penalty: 4947.839355
	Iteration 38Q: 3 clusters Score -2437477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2437488.250000 Penalty: 4947.839355
	Iteration 39Q: 3 clusters Score -2437488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2437497.500000 Penalty: 4947.839355
	Iteration 40F: 3 clusters Score -2437498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2437500.500000 Penalty: 4947.839355
	Iteration 41Q: 3 clusters Score -2437500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2437504.750000 Penalty: 4947.839355
	Iteration 42Q: 3 clusters Score -2437505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2437513.250000 Penalty: 4947.839355
	Iteration 43Q: 3 clusters Score -2437513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2437518.750000 Penalty: 4947.839355
	Iteration 44Q: 3 clusters Score -2437519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2437519.250000 Penalty: 4947.839355
	Iteration 45Q: 3 clusters Score -2437519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2437528.750000 Penalty: 4947.839355
	Iteration 46Q: 3 clusters Score -2437529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2437537.250000 Penalty: 4947.839355
	Iteration 47Q: 3 clusters Score -2437537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2437540.750000 Penalty: 4947.839355
	Iteration 48Q: 3 clusters Score -2437541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2437544.000000 Penalty: 4947.839355
	Iteration 49Q: 3 clusters Score -2437544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2437542.500000 Penalty: 4947.839355
	Iteration 50Q: 3 clusters Score -2437542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2437544.750000 Penalty: 4947.839355
	Iteration 51Q: 3 clusters Score -2437545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2437543.500000 Penalty: 4947.839355
	Iteration 52Q: 3 clusters Score -2437544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2437550.000000 Penalty: 4947.839355
	Iteration 53Q: 3 clusters Score -2437550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2437551.750000 Penalty: 4947.839355
	Iteration 54Q: 3 clusters Score -2437552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2437555.500000 Penalty: 4947.839355
	Iteration 55Q: 3 clusters Score -2437556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2437554.750000 Penalty: 4947.839355
	Iteration 56Q: 3 clusters Score -2437555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2437557.500000 Penalty: 4947.839355
	Iteration 57Q: 3 clusters Score -2437558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2437563.000000 Penalty: 4947.839355
	Iteration 58Q: 3 clusters Score -2437563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2437568.000000 Penalty: 4947.839355
	Iteration 59Q: 3 clusters Score -2437568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2437575.500000 Penalty: 4947.839355
	Iteration 60F: 3 clusters Score -2437576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2437577.250000 Penalty: 4947.839355
	Iteration 61Q: 3 clusters Score -2437577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2437575.750000 Penalty: 4947.839355
	Iteration 62Q: 3 clusters Score -2437576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2437579.000000 Penalty: 4947.839355
	Iteration 63Q: 3 clusters Score -2437579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2437577.750000 Penalty: 4947.839355
	Iteration 64Q: 3 clusters Score -2437578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2437578.000000 Penalty: 4947.839355
	Iteration 65Q: 3 clusters Score -2437578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2437580.250000 Penalty: 4947.839355
	Iteration 66Q: 3 clusters Score -2437580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2437581.750000 Penalty: 4947.839355
	Iteration 67Q: 3 clusters Score -2437582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2437586.750000 Penalty: 4947.839355
	Iteration 68Q: 3 clusters Score -2437587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2437584.500000 Penalty: 4947.839355
	Iteration 69Q: 3 clusters Score -2437584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2437584.500000 Penalty: 4947.839355
	Iteration 70Q: 3 clusters Score -2437584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2437586.500000 Penalty: 4947.839355
	Iteration 71Q: 3 clusters Score -2437586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2437586.250000 Penalty: 4947.839355
	Iteration 72Q: 3 clusters Score -2437586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2437590.000000 Penalty: 4947.839355
	Iteration 73Q: 3 clusters Score -2437590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2437590.750000 Penalty: 4947.839355
	Iteration 74Q: 3 clusters Score -2437591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2437590.750000 Penalty: 4947.839355
	Iteration 75Q: 3 clusters Score -2437591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2437591.750000 Penalty: 4947.839355
	Iteration 76Q: 3 clusters Score -2437592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2437592.500000 Penalty: 4947.839355
	Iteration 77Q: 3 clusters Score -2437592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2437600.000000 Penalty: 4947.839355
	Iteration 78Q: 3 clusters Score -2437600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2437602.000000 Penalty: 4947.839355
	Iteration 79Q: 3 clusters Score -2437602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2437606.500000 Penalty: 4947.839355
	Iteration 80F: 3 clusters Score -2437606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2437601.250000 Penalty: 4947.839355
	Iteration 81Q: 3 clusters Score -2437601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2437604.250000 Penalty: 4947.839355
	Iteration 82Q: 3 clusters Score -2437604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2437609.250000 Penalty: 4947.839355
	Iteration 83Q: 3 clusters Score -2437609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2437603.500000 Penalty: 4947.839355
	Iteration 84Q: 3 clusters Score -2437604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2437607.500000 Penalty: 4947.839355
	Iteration 85Q: 3 clusters Score -2437608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2437614.250000 Penalty: 4947.839355
	Iteration 86Q: 3 clusters Score -2437614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2437608.000000 Penalty: 4947.839355
	Iteration 87Q: 3 clusters Score -2437608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2437605.250000 Penalty: 4947.839355
	Iteration 88Q: 3 clusters Score -2437605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2437605.500000 Penalty: 4947.839355
	Iteration 89Q: 3 clusters Score -2437606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2437605.000000 Penalty: 4947.839355
	Iteration 90Q: 3 clusters Score -2437605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2437613.750000 Penalty: 4947.839355
	Iteration 91Q: 3 clusters Score -2437614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2437611.250000 Penalty: 4947.839355
	Iteration 92Q: 3 clusters Score -2437611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2437622.250000 Penalty: 4947.839355
	Iteration 93Q: 3 clusters Score -2437622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2437625.000000 Penalty: 4947.839355
	Iteration 94Q: 3 clusters Score -2437625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2437625.750000 Penalty: 4947.839355
	Iteration 95Q: 3 clusters Score -2437626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2437628.250000 Penalty: 4947.839355
	Iteration 96Q: 3 clusters Score -2437628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2437636.000000 Penalty: 4947.839355
	Iteration 97Q: 3 clusters Score -2437636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2437641.500000 Penalty: 4947.839355
	Iteration 98Q: 3 clusters Score -2437642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2437637.750000 Penalty: 4947.839355
	Iteration 99Q: 3 clusters Score -2437638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2437650.750000 Penalty: 4947.839355
	Iteration 100F: 3 clusters Score -2437651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2437643.250000 Penalty: 4947.839355
	Iteration 101Q: 3 clusters Score -2437643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2437656.250000 Penalty: 4947.839355
	Iteration 102Q: 3 clusters Score -2437656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2437661.000000 Penalty: 4947.839355
	Iteration 103Q: 3 clusters Score -2437661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2437665.750000 Penalty: 4947.839355
	Iteration 104Q: 3 clusters Score -2437666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2437677.750000 Penalty: 4947.839355
	Iteration 105Q: 3 clusters Score -2437678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2437684.000000 Penalty: 4947.839355
	Iteration 106Q: 3 clusters Score -2437684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2437685.500000 Penalty: 4947.839355
	Iteration 107Q: 3 clusters Score -2437686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2437688.750000 Penalty: 4947.839355
	Iteration 108Q: 3 clusters Score -2437689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2437692.500000 Penalty: 4947.839355
	Iteration 109Q: 3 clusters Score -2437692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2437701.000000 Penalty: 4947.839355
	Iteration 110Q: 3 clusters Score -2437701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2437712.000000 Penalty: 4947.839355
	Iteration 111Q: 3 clusters Score -2437712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2437719.750000 Penalty: 4947.839355
	Iteration 112Q: 3 clusters Score -2437720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2437719.750000 Penalty: 4947.839355
	Iteration 113Q: 3 clusters Score -2437720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2437722.750000 Penalty: 4947.839355
	Iteration 114Q: 3 clusters Score -2437723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2437735.000000 Penalty: 4947.839355
	Iteration 115Q: 3 clusters Score -2437735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2437734.500000 Penalty: 4947.839355
	Iteration 116Q: 3 clusters Score -2437734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2437750.500000 Penalty: 4947.839355
	Iteration 117Q: 3 clusters Score -2437750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2437752.250000 Penalty: 4947.839355
	Iteration 118Q: 3 clusters Score -2437752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2437768.500000 Penalty: 4947.839355
	Iteration 119Q: 3 clusters Score -2437768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2437772.500000 Penalty: 4947.839355
	Iteration 120F: 3 clusters Score -2437772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2437776.000000 Penalty: 4947.839355
	Iteration 121Q: 3 clusters Score -2437776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2437779.750000 Penalty: 4947.839355
	Iteration 122Q: 3 clusters Score -2437780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2437781.500000 Penalty: 4947.839355
	Iteration 123Q: 3 clusters Score -2437782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2437787.750000 Penalty: 4947.839355
	Iteration 124Q: 3 clusters Score -2437788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2437792.750000 Penalty: 4947.839355
	Iteration 125Q: 3 clusters Score -2437793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2437797.250000 Penalty: 4947.839355
	Iteration 126Q: 3 clusters Score -2437797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2437805.500000 Penalty: 4947.839355
	Iteration 127Q: 3 clusters Score -2437806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2437805.750000 Penalty: 4947.839355
	Iteration 128Q: 3 clusters Score -2437806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2437808.750000 Penalty: 4947.839355
	Iteration 129Q: 3 clusters Score -2437809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2437810.250000 Penalty: 4947.839355
	Iteration 130Q: 3 clusters Score -2437810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2437815.500000 Penalty: 4947.839355
	Iteration 131Q: 3 clusters Score -2437816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2437813.500000 Penalty: 4947.839355
	Iteration 132Q: 3 clusters Score -2437814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2437817.250000 Penalty: 4947.839355
	Iteration 133Q: 3 clusters Score -2437817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2437820.250000 Penalty: 4947.839355
	Iteration 134Q: 3 clusters Score -2437820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2437827.750000 Penalty: 4947.839355
	Iteration 135Q: 3 clusters Score -2437828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2437837.250000 Penalty: 4947.839355
	Iteration 136Q: 3 clusters Score -2437837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2437843.250000 Penalty: 4947.839355
	Iteration 137Q: 3 clusters Score -2437843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2437845.750000 Penalty: 4947.839355
	Iteration 138Q: 3 clusters Score -2437846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2437845.500000 Penalty: 4947.839355
	Iteration 139Q: 3 clusters Score -2437846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2437852.500000 Penalty: 4947.839355
	Iteration 140F: 3 clusters Score -2437852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2437854.750000 Penalty: 4947.839355
	Iteration 141Q: 3 clusters Score -2437855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2437859.000000 Penalty: 4947.839355
	Iteration 142Q: 3 clusters Score -2437859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2437859.000000 Penalty: 4947.839355
	Iteration 143Q: 3 clusters Score -2437859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2437860.250000 Penalty: 4947.839355
	Iteration 144Q: 3 clusters Score -2437860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2437866.000000 Penalty: 4947.839355
	Iteration 145Q: 3 clusters Score -2437866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2437869.250000 Penalty: 4947.839355
	Iteration 146Q: 3 clusters Score -2437869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2437871.500000 Penalty: 4947.839355
	Iteration 147Q: 3 clusters Score -2437872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2437877.750000 Penalty: 4947.839355
	Iteration 148Q: 3 clusters Score -2437878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2437882.250000 Penalty: 4947.839355
	Iteration 149Q: 3 clusters Score -2437882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2437884.750000 Penalty: 4947.839355
	Iteration 150Q: 3 clusters Score -2437885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2437883.000000 Penalty: 4947.839355
	Iteration 151Q: 3 clusters Score -2437883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2437883.250000 Penalty: 4947.839355
	Iteration 152Q: 3 clusters Score -2437883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2437892.250000 Penalty: 4947.839355
	Iteration 153Q: 3 clusters Score -2437892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2437894.250000 Penalty: 4947.839355
	Iteration 154Q: 3 clusters Score -2437894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2437896.000000 Penalty: 4947.839355
	Iteration 155Q: 3 clusters Score -2437896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2437900.750000 Penalty: 4947.839355
	Iteration 156Q: 3 clusters Score -2437901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2437902.750000 Penalty: 4947.839355
	Iteration 157Q: 3 clusters Score -2437903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2437904.250000 Penalty: 4947.839355
	Iteration 158Q: 3 clusters Score -2437904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2437911.250000 Penalty: 4947.839355
	Iteration 159Q: 3 clusters Score -2437911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2437915.000000 Penalty: 4947.839355
	Iteration 160F: 3 clusters Score -2437915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2437916.750000 Penalty: 4947.839355
	Iteration 161Q: 3 clusters Score -2437917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2437911.750000 Penalty: 4947.839355
	Iteration 162Q: 3 clusters Score -2437912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2437918.750000 Penalty: 4947.839355
	Iteration 163Q: 3 clusters Score -2437919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2437921.250000 Penalty: 4947.839355
	Iteration 164Q: 3 clusters Score -2437921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2437916.000000 Penalty: 4947.839355
	Iteration 165Q: 3 clusters Score -2437916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2437922.750000 Penalty: 4947.839355
	Iteration 166Q: 3 clusters Score -2437923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2437922.250000 Penalty: 4947.839355
	Iteration 167Q: 3 clusters Score -2437922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2437922.250000 Penalty: 4947.839355
	Iteration 168F: 3 clusters Score -2437922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (172105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172105 members 
Entering Unmasked Estep 
Score: -20822862.000000 Penalty: 2989.853516
	Iteration 0F: 2 clusters Score -2.082286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -20715016.000000 Penalty: 5979.707031
	Iteration 0F: 3 clusters Score -2.071502e+07 nChanged 82416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -20763182.000000 Penalty: 5979.707031
	Iteration 1F: 3 clusters Score -2.076318e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -20764110.000000 Penalty: 5979.707031
	Iteration 2Q: 3 clusters Score -2.076411e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -20765308.000000 Penalty: 5979.707031
	Iteration 3Q: 3 clusters Score -2.076531e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -20766574.000000 Penalty: 5979.707031
	Iteration 4Q: 3 clusters Score -2.076657e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -20768240.000000 Penalty: 5979.707031
	Iteration 5Q: 3 clusters Score -2.076824e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -20770372.000000 Penalty: 5979.707031
	Iteration 6Q: 3 clusters Score -2.077037e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -20773308.000000 Penalty: 5979.707031
	Iteration 7Q: 3 clusters Score -2.077331e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -20776416.000000 Penalty: 5979.707031
	Iteration 8Q: 3 clusters Score -2.077642e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -20779904.000000 Penalty: 5979.707031
	Iteration 9Q: 3 clusters Score -2.07799e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -20783632.000000 Penalty: 5979.707031
	Iteration 10Q: 3 clusters Score -2.078363e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -20786930.000000 Penalty: 5979.707031
	Iteration 11Q: 3 clusters Score -2.078693e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -20790560.000000 Penalty: 5979.707031
	Iteration 12Q: 3 clusters Score -2.079056e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 116365 members 
Entering Unmasked Estep 
Score: -20794654.000000 Penalty: 5979.707031
	Iteration 13Q: 3 clusters Score -2.079465e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 119662 members 
Entering Unmasked Estep 
Score: -20798564.000000 Penalty: 5979.707031
	Iteration 14Q: 3 clusters Score -2.079856e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 122413 members 
Entering Unmasked Estep 
Score: -20801844.000000 Penalty: 5979.707031
	Iteration 15Q: 3 clusters Score -2.080184e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -20804080.000000 Penalty: 5979.707031
	Iteration 16Q: 3 clusters Score -2.080408e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 127358 members 
Entering Unmasked Estep 
Score: -20805390.000000 Penalty: 5979.707031
	Iteration 17Q: 3 clusters Score -2.080539e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -20806402.000000 Penalty: 5979.707031
	Iteration 18Q: 3 clusters Score -2.08064e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 132285 members 
Entering Unmasked Estep 
Score: -20807448.000000 Penalty: 5979.707031
	Iteration 19Q: 3 clusters Score -2.080745e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -20808404.000000 Penalty: 5979.707031
	Iteration 20F: 3 clusters Score -2.08084e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 137354 members 
Entering Unmasked Estep 
Score: -20809484.000000 Penalty: 5979.707031
	Iteration 21Q: 3 clusters Score -2.080948e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 139954 members 
Entering Unmasked Estep 
Score: -20810732.000000 Penalty: 5979.707031
	Iteration 22Q: 3 clusters Score -2.081073e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -20811668.000000 Penalty: 5979.707031
	Iteration 23Q: 3 clusters Score -2.081167e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 145027 members 
Entering Unmasked Estep 
Score: -20812656.000000 Penalty: 5979.707031
	Iteration 24Q: 3 clusters Score -2.081266e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -20813580.000000 Penalty: 5979.707031
	Iteration 25Q: 3 clusters Score -2.081358e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -20814350.000000 Penalty: 5979.707031
	Iteration 26Q: 3 clusters Score -2.081435e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -20815006.000000 Penalty: 5979.707031
	Iteration 27Q: 3 clusters Score -2.081501e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 153629 members 
Entering Unmasked Estep 
Score: -20815492.000000 Penalty: 5979.707031
	Iteration 28Q: 3 clusters Score -2.081549e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 155426 members 
Entering Unmasked Estep 
Score: -20816004.000000 Penalty: 5979.707031
	Iteration 29Q: 3 clusters Score -2.0816e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 157168 members 
Entering Unmasked Estep 
Score: -20816578.000000 Penalty: 5979.707031
	Iteration 30Q: 3 clusters Score -2.081658e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -20817052.000000 Penalty: 5979.707031
	Iteration 31Q: 3 clusters Score -2.081705e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -20817516.000000 Penalty: 5979.707031
	Iteration 32Q: 3 clusters Score -2.081752e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -20817718.000000 Penalty: 5979.707031
	Iteration 33Q: 3 clusters Score -2.081772e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 163063 members 
Entering Unmasked Estep 
Score: -20818032.000000 Penalty: 5979.707031
	Iteration 34Q: 3 clusters Score -2.081803e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 164303 members 
Entering Unmasked Estep 
Score: -20818358.000000 Penalty: 5979.707031
	Iteration 35Q: 3 clusters Score -2.081836e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 165412 members 
Entering Unmasked Estep 
Score: -20818576.000000 Penalty: 5979.707031
	Iteration 36Q: 3 clusters Score -2.081858e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -20818918.000000 Penalty: 5979.707031
	Iteration 37Q: 3 clusters Score -2.081892e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -20819094.000000 Penalty: 5979.707031
	Iteration 38Q: 3 clusters Score -2.081909e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 167932 members 
Entering Unmasked Estep 
Score: -20819252.000000 Penalty: 5979.707031
	Iteration 39Q: 3 clusters Score -2.081925e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 168543 members 
Entering Unmasked Estep 
Score: -20819416.000000 Penalty: 5979.707031
	Iteration 40F: 3 clusters Score -2.081942e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -20819538.000000 Penalty: 5979.707031
	Iteration 41Q: 3 clusters Score -2.081954e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 169548 members 
Entering Unmasked Estep 
Score: -20819634.000000 Penalty: 5979.707031
	Iteration 42Q: 3 clusters Score -2.081963e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -20819754.000000 Penalty: 5979.707031
	Iteration 43Q: 3 clusters Score -2.081975e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -20819848.000000 Penalty: 5979.707031
	Iteration 44Q: 3 clusters Score -2.081985e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 170368 members 
Entering Unmasked Estep 
Score: -20819992.000000 Penalty: 5979.707031
	Iteration 45Q: 3 clusters Score -2.081999e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 170549 members 
Entering Unmasked Estep 
Score: -20820028.000000 Penalty: 5979.707031
	Iteration 46Q: 3 clusters Score -2.082003e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -20820054.000000 Penalty: 5979.707031
	Iteration 47Q: 3 clusters Score -2.082005e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 170811 members 
Entering Unmasked Estep 
Score: -20820086.000000 Penalty: 5979.707031
	Iteration 48Q: 3 clusters Score -2.082009e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 170912 members 
Entering Unmasked Estep 
Score: -20820128.000000 Penalty: 5979.707031
	Iteration 49Q: 3 clusters Score -2.082013e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -20820152.000000 Penalty: 5979.707031
	Iteration 50Q: 3 clusters Score -2.082015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -20820152.000000 Penalty: 5979.707031
	Iteration 51Q: 3 clusters Score -2.082015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 171089 members 
Entering Unmasked Estep 
Score: -20820176.000000 Penalty: 5979.707031
	Iteration 52Q: 3 clusters Score -2.082018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 171114 members 
Entering Unmasked Estep 
Score: -20820202.000000 Penalty: 5979.707031
	Iteration 53Q: 3 clusters Score -2.08202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 171139 members 
Entering Unmasked Estep 
Score: -20820204.000000 Penalty: 5979.707031
	Iteration 54Q: 3 clusters Score -2.08202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 171157 members 
Entering Unmasked Estep 
Score: -20820194.000000 Penalty: 5979.707031
	Iteration 55Q: 3 clusters Score -2.082019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -20820184.000000 Penalty: 5979.707031
	Iteration 56Q: 3 clusters Score -2.082018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 171183 members 
Entering Unmasked Estep 
Score: -20820198.000000 Penalty: 5979.707031
	Iteration 57Q: 3 clusters Score -2.08202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 171196 members 
Entering Unmasked Estep 
Score: -20820192.000000 Penalty: 5979.707031
	Iteration 58Q: 3 clusters Score -2.082019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -20820174.000000 Penalty: 5979.707031
	Iteration 59Q: 3 clusters Score -2.082017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -20820184.000000 Penalty: 5979.707031
	Iteration 60F: 3 clusters Score -2.082018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 171223 members 
Entering Unmasked Estep 
Score: -20820196.000000 Penalty: 5979.707031
	Iteration 61Q: 3 clusters Score -2.08202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -20820210.000000 Penalty: 5979.707031
	Iteration 62Q: 3 clusters Score -2.082021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -20820208.000000 Penalty: 5979.707031
	Iteration 63Q: 3 clusters Score -2.082021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -20820216.000000 Penalty: 5979.707031
	Iteration 64Q: 3 clusters Score -2.082022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 171256 members 
Entering Unmasked Estep 
Score: -20820212.000000 Penalty: 5979.707031
	Iteration 65Q: 3 clusters Score -2.082021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -20820230.000000 Penalty: 5979.707031
	Iteration 66Q: 3 clusters Score -2.082023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -20820230.000000 Penalty: 5979.707031
	Iteration 67Q: 3 clusters Score -2.082023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 171272 members 
Entering Unmasked Estep 
Score: -20820226.000000 Penalty: 5979.707031
	Iteration 68Q: 3 clusters Score -2.082023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 171273 members 
Entering Unmasked Estep 
Score: -20820224.000000 Penalty: 5979.707031
	Iteration 69Q: 3 clusters Score -2.082022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 171273 members 
Entering Unmasked Estep 
Score: -20820224.000000 Penalty: 5979.707031
	Iteration 70F: 3 clusters Score -2.082022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Entering Unmasked Estep 
Score: -1879060.000000 Penalty: 2412.411621
	Iteration 0F: 2 clusters Score -1879060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1867065.000000 Penalty: 4824.823242
	Iteration 0F: 3 clusters Score -1867065 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1871150.375000 Penalty: 4824.823242
	Iteration 1F: 3 clusters Score -1871150 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1871749.375000 Penalty: 4824.823242
	Iteration 2F: 3 clusters Score -1871749 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1872344.625000 Penalty: 4824.823242
	Iteration 3F: 3 clusters Score -1872345 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1872977.875000 Penalty: 4824.823242
	Iteration 4F: 3 clusters Score -1872978 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1873644.625000 Penalty: 4824.823242
	Iteration 5F: 3 clusters Score -1873645 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1874286.750000 Penalty: 4824.823242
	Iteration 6F: 3 clusters Score -1874287 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1874966.000000 Penalty: 4824.823242
	Iteration 7F: 3 clusters Score -1874966 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1875690.250000 Penalty: 4824.823242
	Iteration 8Q: 3 clusters Score -1875690 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1876536.875000 Penalty: 4824.823242
	Iteration 9Q: 3 clusters Score -1876537 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1877114.500000 Penalty: 4824.823242
	Iteration 10Q: 3 clusters Score -1877114 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1877461.000000 Penalty: 4824.823242
	Iteration 11Q: 3 clusters Score -1877461 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1877654.000000 Penalty: 4824.823242
	Iteration 12Q: 3 clusters Score -1877654 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1877795.000000 Penalty: 4824.823242
	Iteration 13Q: 3 clusters Score -1877795 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1877910.125000 Penalty: 4824.823242
	Iteration 14Q: 3 clusters Score -1877910 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1877990.000000 Penalty: 4824.823242
	Iteration 15Q: 3 clusters Score -1877990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1878047.875000 Penalty: 4824.823242
	Iteration 16Q: 3 clusters Score -1878048 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1878097.500000 Penalty: 4824.823242
	Iteration 17Q: 3 clusters Score -1878098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1878134.625000 Penalty: 4824.823242
	Iteration 18Q: 3 clusters Score -1878135 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1878159.750000 Penalty: 4824.823242
	Iteration 19Q: 3 clusters Score -1878160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1878191.000000 Penalty: 4824.823242
	Iteration 20F: 3 clusters Score -1878191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1878209.125000 Penalty: 4824.823242
	Iteration 21Q: 3 clusters Score -1878209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1878216.500000 Penalty: 4824.823242
	Iteration 22Q: 3 clusters Score -1878216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1878226.000000 Penalty: 4824.823242
	Iteration 23Q: 3 clusters Score -1878226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1878234.375000 Penalty: 4824.823242
	Iteration 24Q: 3 clusters Score -1878234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1878239.500000 Penalty: 4824.823242
	Iteration 25Q: 3 clusters Score -1878240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1878244.625000 Penalty: 4824.823242
	Iteration 26Q: 3 clusters Score -1878245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1878249.500000 Penalty: 4824.823242
	Iteration 27Q: 3 clusters Score -1878250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1878262.250000 Penalty: 4824.823242
	Iteration 28Q: 3 clusters Score -1878262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1878276.875000 Penalty: 4824.823242
	Iteration 29Q: 3 clusters Score -1878277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1878286.875000 Penalty: 4824.823242
	Iteration 30Q: 3 clusters Score -1878287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1878302.750000 Penalty: 4824.823242
	Iteration 31Q: 3 clusters Score -1878303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1878319.375000 Penalty: 4824.823242
	Iteration 32Q: 3 clusters Score -1878319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1878337.125000 Penalty: 4824.823242
	Iteration 33Q: 3 clusters Score -1878337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1878350.125000 Penalty: 4824.823242
	Iteration 34Q: 3 clusters Score -1878350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1878363.500000 Penalty: 4824.823242
	Iteration 35Q: 3 clusters Score -1878364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1878369.125000 Penalty: 4824.823242
	Iteration 36Q: 3 clusters Score -1878369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1878383.375000 Penalty: 4824.823242
	Iteration 37Q: 3 clusters Score -1878383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1878388.250000 Penalty: 4824.823242
	Iteration 38Q: 3 clusters Score -1878388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1878394.125000 Penalty: 4824.823242
	Iteration 39Q: 3 clusters Score -1878394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1878396.125000 Penalty: 4824.823242
	Iteration 40F: 3 clusters Score -1878396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1878393.625000 Penalty: 4824.823242
	Iteration 41Q: 3 clusters Score -1878394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1878396.000000 Penalty: 4824.823242
	Iteration 42Q: 3 clusters Score -1878396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1878399.125000 Penalty: 4824.823242
	Iteration 43Q: 3 clusters Score -1878399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1878402.375000 Penalty: 4824.823242
	Iteration 44Q: 3 clusters Score -1878402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1878400.875000 Penalty: 4824.823242
	Iteration 45Q: 3 clusters Score -1878401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1878410.625000 Penalty: 4824.823242
	Iteration 46Q: 3 clusters Score -1878411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1878414.500000 Penalty: 4824.823242
	Iteration 47Q: 3 clusters Score -1878414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1878416.000000 Penalty: 4824.823242
	Iteration 48Q: 3 clusters Score -1878416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1878416.250000 Penalty: 4824.823242
	Iteration 49Q: 3 clusters Score -1878416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1878415.875000 Penalty: 4824.823242
	Iteration 50Q: 3 clusters Score -1878416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1878415.750000 Penalty: 4824.823242
	Iteration 51Q: 3 clusters Score -1878416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1878417.875000 Penalty: 4824.823242
	Iteration 52Q: 3 clusters Score -1878418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1878417.125000 Penalty: 4824.823242
	Iteration 53Q: 3 clusters Score -1878417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1878413.125000 Penalty: 4824.823242
	Iteration 54Q: 3 clusters Score -1878413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1878414.625000 Penalty: 4824.823242
	Iteration 55Q: 3 clusters Score -1878415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1878414.500000 Penalty: 4824.823242
	Iteration 56Q: 3 clusters Score -1878414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1878415.750000 Penalty: 4824.823242
	Iteration 57Q: 3 clusters Score -1878416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1878415.750000 Penalty: 4824.823242
	Iteration 58F: 3 clusters Score -1878416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24424.115234 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24424.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24465.628906 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24465.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24476.539062 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24476.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24484.269531 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24484.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24486.160156 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24486.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24491.689453 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24491.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24491.689453 Penalty: 2732.656738
	Iteration 6F: 3 clusters Score -24491.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117626.968750 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115637.828125 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115637.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116019.351562 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -116019.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -116177.710938 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -116177.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -116282.343750 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -116282.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -116399.375000 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -116399.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -116496.203125 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -116496.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -116581.437500 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -116581.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116705.281250 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -116705.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116837.781250 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -116837.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117018.367188 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -117018.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117139.210938 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -117139.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117212.828125 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -117212.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117274.593750 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -117274.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117330.085938 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -117330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117383.742188 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -117383.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117423.960938 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -117424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117443.835938 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -117443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117461.585938 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -117461.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117480.625000 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -117480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117500.320312 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -117500.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117527.351562 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -117527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117542.562500 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -117542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117549.289062 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -117549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -117551.031250 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -117551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -117551.031250 Penalty: 3460.731689
	Iteration 24F: 3 clusters Score -117551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Entering Unmasked Estep 
Score: -9733350.000000 Penalty: 2806.349365
	Iteration 0F: 2 clusters Score -9733350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -9678413.000000 Penalty: 5612.698730
	Iteration 0F: 3 clusters Score -9678413 nChanged 38573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -9700202.000000 Penalty: 5612.698730
	Iteration 1F: 3 clusters Score -9700202 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -9701144.000000 Penalty: 5612.698730
	Iteration 2Q: 3 clusters Score -9701144 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -9702154.000000 Penalty: 5612.698730
	Iteration 3Q: 3 clusters Score -9702154 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -9703420.000000 Penalty: 5612.698730
	Iteration 4Q: 3 clusters Score -9703420 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -9705228.000000 Penalty: 5612.698730
	Iteration 5Q: 3 clusters Score -9705228 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -9707870.000000 Penalty: 5612.698730
	Iteration 6F: 3 clusters Score -9707870 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -9711568.000000 Penalty: 5612.698730
	Iteration 7F: 3 clusters Score -9711568 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -9716049.000000 Penalty: 5612.698730
	Iteration 8F: 3 clusters Score -9716049 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -9720589.000000 Penalty: 5612.698730
	Iteration 9F: 3 clusters Score -9720589 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -9724295.000000 Penalty: 5612.698730
	Iteration 10F: 3 clusters Score -9724295 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -9726901.000000 Penalty: 5612.698730
	Iteration 11Q: 3 clusters Score -9726901 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9728522.000000 Penalty: 5612.698730
	Iteration 12Q: 3 clusters Score -9728522 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -9729497.000000 Penalty: 5612.698730
	Iteration 13Q: 3 clusters Score -9729497 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9730107.000000 Penalty: 5612.698730
	Iteration 14Q: 3 clusters Score -9730107 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9730436.000000 Penalty: 5612.698730
	Iteration 15Q: 3 clusters Score -9730436 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9730624.000000 Penalty: 5612.698730
	Iteration 16Q: 3 clusters Score -9730624 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9730762.000000 Penalty: 5612.698730
	Iteration 17Q: 3 clusters Score -9730762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9730849.000000 Penalty: 5612.698730
	Iteration 18Q: 3 clusters Score -9730849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9730895.000000 Penalty: 5612.698730
	Iteration 19Q: 3 clusters Score -9730895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9730937.000000 Penalty: 5612.698730
	Iteration 20F: 3 clusters Score -9730937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9730959.000000 Penalty: 5612.698730
	Iteration 21Q: 3 clusters Score -9730959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9730976.000000 Penalty: 5612.698730
	Iteration 22Q: 3 clusters Score -9730976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9730999.000000 Penalty: 5612.698730
	Iteration 23Q: 3 clusters Score -9730999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9731007.000000 Penalty: 5612.698730
	Iteration 24Q: 3 clusters Score -9731007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9731021.000000 Penalty: 5612.698730
	Iteration 25Q: 3 clusters Score -9731021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9731022.000000 Penalty: 5612.698730
	Iteration 26Q: 3 clusters Score -9731022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9731031.000000 Penalty: 5612.698730
	Iteration 27Q: 3 clusters Score -9731031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9731038.000000 Penalty: 5612.698730
	Iteration 28Q: 3 clusters Score -9731038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9731028.000000 Penalty: 5612.698730
	Iteration 29Q: 3 clusters Score -9731028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9731033.000000 Penalty: 5612.698730
	Iteration 30Q: 3 clusters Score -9731033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9731033.000000 Penalty: 5612.698730
	Iteration 31Q: 3 clusters Score -9731033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9731031.000000 Penalty: 5612.698730
	Iteration 32Q: 3 clusters Score -9731031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9731041.000000 Penalty: 5612.698730
	Iteration 33Q: 3 clusters Score -9731041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9731043.000000 Penalty: 5612.698730
	Iteration 34Q: 3 clusters Score -9731043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9731047.000000 Penalty: 5612.698730
	Iteration 35Q: 3 clusters Score -9731047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9731047.000000 Penalty: 5612.698730
	Iteration 36F: 3 clusters Score -9731047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Entering Unmasked Estep 
Score: -3361654.000000 Penalty: 2550.790527
	Iteration 0F: 2 clusters Score -3361654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3341638.750000 Penalty: 5101.581055
	Iteration 0F: 3 clusters Score -3341639 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3348949.250000 Penalty: 5101.581055
	Iteration 1F: 3 clusters Score -3348949 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3349721.000000 Penalty: 5101.581055
	Iteration 2F: 3 clusters Score -3349721 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3350599.750000 Penalty: 5101.581055
	Iteration 3F: 3 clusters Score -3350600 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3351678.750000 Penalty: 5101.581055
	Iteration 4F: 3 clusters Score -3351679 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3352749.000000 Penalty: 5101.581055
	Iteration 5F: 3 clusters Score -3352749 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3353776.250000 Penalty: 5101.581055
	Iteration 6F: 3 clusters Score -3353776 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3354570.250000 Penalty: 5101.581055
	Iteration 7F: 3 clusters Score -3354570 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3355125.750000 Penalty: 5101.581055
	Iteration 8Q: 3 clusters Score -3355126 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3355481.000000 Penalty: 5101.581055
	Iteration 9Q: 3 clusters Score -3355481 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3355725.750000 Penalty: 5101.581055
	Iteration 10Q: 3 clusters Score -3355726 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3355880.250000 Penalty: 5101.581055
	Iteration 11Q: 3 clusters Score -3355880 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3356015.250000 Penalty: 5101.581055
	Iteration 12Q: 3 clusters Score -3356015 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3356106.250000 Penalty: 5101.581055
	Iteration 13Q: 3 clusters Score -3356106 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3356215.000000 Penalty: 5101.581055
	Iteration 14Q: 3 clusters Score -3356215 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3356327.500000 Penalty: 5101.581055
	Iteration 15Q: 3 clusters Score -3356328 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3356437.750000 Penalty: 5101.581055
	Iteration 16Q: 3 clusters Score -3356438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3356568.000000 Penalty: 5101.581055
	Iteration 17Q: 3 clusters Score -3356568 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3356647.500000 Penalty: 5101.581055
	Iteration 18Q: 3 clusters Score -3356648 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3356794.750000 Penalty: 5101.581055
	Iteration 19Q: 3 clusters Score -3356795 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3356963.500000 Penalty: 5101.581055
	Iteration 20F: 3 clusters Score -3356964 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3357126.500000 Penalty: 5101.581055
	Iteration 21Q: 3 clusters Score -3357126 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3357353.250000 Penalty: 5101.581055
	Iteration 22Q: 3 clusters Score -3357353 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3357624.250000 Penalty: 5101.581055
	Iteration 23Q: 3 clusters Score -3357624 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3357927.000000 Penalty: 5101.581055
	Iteration 24Q: 3 clusters Score -3357927 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3358233.000000 Penalty: 5101.581055
	Iteration 25Q: 3 clusters Score -3358233 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3358529.750000 Penalty: 5101.581055
	Iteration 26Q: 3 clusters Score -3358530 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3358761.750000 Penalty: 5101.581055
	Iteration 27Q: 3 clusters Score -3358762 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3358952.750000 Penalty: 5101.581055
	Iteration 28Q: 3 clusters Score -3358953 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3359086.000000 Penalty: 5101.581055
	Iteration 29Q: 3 clusters Score -3359086 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3359199.000000 Penalty: 5101.581055
	Iteration 30Q: 3 clusters Score -3359199 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3359340.500000 Penalty: 5101.581055
	Iteration 31Q: 3 clusters Score -3359340 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3359460.500000 Penalty: 5101.581055
	Iteration 32Q: 3 clusters Score -3359460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3359551.000000 Penalty: 5101.581055
	Iteration 33Q: 3 clusters Score -3359551 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3359633.250000 Penalty: 5101.581055
	Iteration 34Q: 3 clusters Score -3359633 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3359700.250000 Penalty: 5101.581055
	Iteration 35Q: 3 clusters Score -3359700 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3359751.750000 Penalty: 5101.581055
	Iteration 36Q: 3 clusters Score -3359752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3359784.500000 Penalty: 5101.581055
	Iteration 37Q: 3 clusters Score -3359784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3359824.250000 Penalty: 5101.581055
	Iteration 38Q: 3 clusters Score -3359824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3359849.250000 Penalty: 5101.581055
	Iteration 39Q: 3 clusters Score -3359849 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3359868.000000 Penalty: 5101.581055
	Iteration 40F: 3 clusters Score -3359868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3359891.750000 Penalty: 5101.581055
	Iteration 41Q: 3 clusters Score -3359892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3359914.000000 Penalty: 5101.581055
	Iteration 42Q: 3 clusters Score -3359914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3359924.000000 Penalty: 5101.581055
	Iteration 43Q: 3 clusters Score -3359924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3359938.000000 Penalty: 5101.581055
	Iteration 44Q: 3 clusters Score -3359938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3359940.250000 Penalty: 5101.581055
	Iteration 45Q: 3 clusters Score -3359940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3359945.750000 Penalty: 5101.581055
	Iteration 46Q: 3 clusters Score -3359946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3359952.000000 Penalty: 5101.581055
	Iteration 47Q: 3 clusters Score -3359952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3359961.750000 Penalty: 5101.581055
	Iteration 48Q: 3 clusters Score -3359962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3359962.750000 Penalty: 5101.581055
	Iteration 49Q: 3 clusters Score -3359963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3359962.750000 Penalty: 5101.581055
	Iteration 50Q: 3 clusters Score -3359963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3359967.000000 Penalty: 5101.581055
	Iteration 51Q: 3 clusters Score -3359967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3359967.500000 Penalty: 5101.581055
	Iteration 52Q: 3 clusters Score -3359968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3359976.250000 Penalty: 5101.581055
	Iteration 53Q: 3 clusters Score -3359976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3359974.000000 Penalty: 5101.581055
	Iteration 54Q: 3 clusters Score -3359974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3359974.000000 Penalty: 5101.581055
	Iteration 55F: 3 clusters Score -3359974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Entering Unmasked Estep 
Score: -1493985.500000 Penalty: 2340.395264
	Iteration 0F: 2 clusters Score -1493986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1484701.000000 Penalty: 4680.790527
	Iteration 0F: 3 clusters Score -1484701 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1487684.250000 Penalty: 4680.790527
	Iteration 1F: 3 clusters Score -1487684 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1488199.875000 Penalty: 4680.790527
	Iteration 2F: 3 clusters Score -1488200 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1488682.000000 Penalty: 4680.790527
	Iteration 3F: 3 clusters Score -1488682 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1489258.875000 Penalty: 4680.790527
	Iteration 4F: 3 clusters Score -1489259 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1489868.125000 Penalty: 4680.790527
	Iteration 5F: 3 clusters Score -1489868 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1490501.625000 Penalty: 4680.790527
	Iteration 6F: 3 clusters Score -1490502 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1491042.125000 Penalty: 4680.790527
	Iteration 7F: 3 clusters Score -1491042 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1491431.250000 Penalty: 4680.790527
	Iteration 8Q: 3 clusters Score -1491431 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1491710.625000 Penalty: 4680.790527
	Iteration 9Q: 3 clusters Score -1491711 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1491959.375000 Penalty: 4680.790527
	Iteration 10Q: 3 clusters Score -1491959 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1492207.125000 Penalty: 4680.790527
	Iteration 11Q: 3 clusters Score -1492207 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1492420.750000 Penalty: 4680.790527
	Iteration 12Q: 3 clusters Score -1492421 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1492550.000000 Penalty: 4680.790527
	Iteration 13Q: 3 clusters Score -1492550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1492632.375000 Penalty: 4680.790527
	Iteration 14Q: 3 clusters Score -1492632 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1492690.500000 Penalty: 4680.790527
	Iteration 15Q: 3 clusters Score -1492690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1492717.875000 Penalty: 4680.790527
	Iteration 16Q: 3 clusters Score -1492718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1492745.875000 Penalty: 4680.790527
	Iteration 17Q: 3 clusters Score -1492746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1492767.250000 Penalty: 4680.790527
	Iteration 18Q: 3 clusters Score -1492767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1492782.000000 Penalty: 4680.790527
	Iteration 19Q: 3 clusters Score -1492782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1492787.500000 Penalty: 4680.790527
	Iteration 20F: 3 clusters Score -1492788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1492802.375000 Penalty: 4680.790527
	Iteration 21Q: 3 clusters Score -1492802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1492812.875000 Penalty: 4680.790527
	Iteration 22Q: 3 clusters Score -1492813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1492817.000000 Penalty: 4680.790527
	Iteration 23Q: 3 clusters Score -1492817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1492823.000000 Penalty: 4680.790527
	Iteration 24Q: 3 clusters Score -1492823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1492832.750000 Penalty: 4680.790527
	Iteration 25Q: 3 clusters Score -1492833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1492836.125000 Penalty: 4680.790527
	Iteration 26Q: 3 clusters Score -1492836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1492848.625000 Penalty: 4680.790527
	Iteration 27Q: 3 clusters Score -1492849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1492850.125000 Penalty: 4680.790527
	Iteration 28Q: 3 clusters Score -1492850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1492850.500000 Penalty: 4680.790527
	Iteration 29Q: 3 clusters Score -1492850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1492853.250000 Penalty: 4680.790527
	Iteration 30Q: 3 clusters Score -1492853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1492856.125000 Penalty: 4680.790527
	Iteration 31Q: 3 clusters Score -1492856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1492862.750000 Penalty: 4680.790527
	Iteration 32Q: 3 clusters Score -1492863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1492865.750000 Penalty: 4680.790527
	Iteration 33Q: 3 clusters Score -1492866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1492870.375000 Penalty: 4680.790527
	Iteration 34Q: 3 clusters Score -1492870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1492873.000000 Penalty: 4680.790527
	Iteration 35Q: 3 clusters Score -1492873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1492878.250000 Penalty: 4680.790527
	Iteration 36Q: 3 clusters Score -1492878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1492879.125000 Penalty: 4680.790527
	Iteration 37Q: 3 clusters Score -1492879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1492880.625000 Penalty: 4680.790527
	Iteration 38Q: 3 clusters Score -1492881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1492879.375000 Penalty: 4680.790527
	Iteration 39Q: 3 clusters Score -1492879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1492878.750000 Penalty: 4680.790527
	Iteration 40F: 3 clusters Score -1492879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -642523.250000 Penalty: 2156.070312
	Iteration 0F: 2 clusters Score -642523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -637442.562500 Penalty: 4312.140625
	Iteration 0F: 3 clusters Score -637442.6 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -638964.062500 Penalty: 4312.140625
	Iteration 1F: 3 clusters Score -638964.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -639275.562500 Penalty: 4312.140625
	Iteration 2F: 3 clusters Score -639275.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -639477.875000 Penalty: 4312.140625
	Iteration 3F: 3 clusters Score -639477.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -639633.687500 Penalty: 4312.140625
	Iteration 4Q: 3 clusters Score -639633.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -639757.250000 Penalty: 4312.140625
	Iteration 5Q: 3 clusters Score -639757.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -639880.312500 Penalty: 4312.140625
	Iteration 6Q: 3 clusters Score -639880.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -640005.625000 Penalty: 4312.140625
	Iteration 7Q: 3 clusters Score -640005.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -640102.187500 Penalty: 4312.140625
	Iteration 8Q: 3 clusters Score -640102.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -640197.937500 Penalty: 4312.140625
	Iteration 9Q: 3 clusters Score -640197.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -640272.187500 Penalty: 4312.140625
	Iteration 10Q: 3 clusters Score -640272.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -640338.562500 Penalty: 4312.140625
	Iteration 11Q: 3 clusters Score -640338.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -640388.125000 Penalty: 4312.140625
	Iteration 12Q: 3 clusters Score -640388.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -640432.750000 Penalty: 4312.140625
	Iteration 13Q: 3 clusters Score -640432.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -640466.000000 Penalty: 4312.140625
	Iteration 14Q: 3 clusters Score -640466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -640497.875000 Penalty: 4312.140625
	Iteration 15Q: 3 clusters Score -640497.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -640535.875000 Penalty: 4312.140625
	Iteration 16Q: 3 clusters Score -640535.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -640566.062500 Penalty: 4312.140625
	Iteration 17Q: 3 clusters Score -640566.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -640592.187500 Penalty: 4312.140625
	Iteration 18Q: 3 clusters Score -640592.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -640621.187500 Penalty: 4312.140625
	Iteration 19Q: 3 clusters Score -640621.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -640642.687500 Penalty: 4312.140625
	Iteration 20F: 3 clusters Score -640642.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -640664.437500 Penalty: 4312.140625
	Iteration 21Q: 3 clusters Score -640664.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -640686.562500 Penalty: 4312.140625
	Iteration 22Q: 3 clusters Score -640686.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -640708.875000 Penalty: 4312.140625
	Iteration 23Q: 3 clusters Score -640708.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -640734.187500 Penalty: 4312.140625
	Iteration 24Q: 3 clusters Score -640734.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -640764.562500 Penalty: 4312.140625
	Iteration 25Q: 3 clusters Score -640764.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -640807.250000 Penalty: 4312.140625
	Iteration 26Q: 3 clusters Score -640807.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -640860.750000 Penalty: 4312.140625
	Iteration 27Q: 3 clusters Score -640860.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -640917.312500 Penalty: 4312.140625
	Iteration 28Q: 3 clusters Score -640917.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -640980.500000 Penalty: 4312.140625
	Iteration 29Q: 3 clusters Score -640980.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -641032.875000 Penalty: 4312.140625
	Iteration 30Q: 3 clusters Score -641032.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -641090.062500 Penalty: 4312.140625
	Iteration 31Q: 3 clusters Score -641090.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -641145.625000 Penalty: 4312.140625
	Iteration 32Q: 3 clusters Score -641145.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -641193.187500 Penalty: 4312.140625
	Iteration 33Q: 3 clusters Score -641193.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -641257.375000 Penalty: 4312.140625
	Iteration 34Q: 3 clusters Score -641257.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -641300.875000 Penalty: 4312.140625
	Iteration 35Q: 3 clusters Score -641300.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -641335.937500 Penalty: 4312.140625
	Iteration 36Q: 3 clusters Score -641335.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -641361.500000 Penalty: 4312.140625
	Iteration 37Q: 3 clusters Score -641361.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -641382.250000 Penalty: 4312.140625
	Iteration 38Q: 3 clusters Score -641382.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -641398.625000 Penalty: 4312.140625
	Iteration 39Q: 3 clusters Score -641398.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -641413.562500 Penalty: 4312.140625
	Iteration 40F: 3 clusters Score -641413.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -641424.250000 Penalty: 4312.140625
	Iteration 41Q: 3 clusters Score -641424.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -641434.875000 Penalty: 4312.140625
	Iteration 42Q: 3 clusters Score -641434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -641444.750000 Penalty: 4312.140625
	Iteration 43Q: 3 clusters Score -641444.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -641453.062500 Penalty: 4312.140625
	Iteration 44Q: 3 clusters Score -641453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -641459.750000 Penalty: 4312.140625
	Iteration 45Q: 3 clusters Score -641459.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -641465.625000 Penalty: 4312.140625
	Iteration 46Q: 3 clusters Score -641465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -641471.062500 Penalty: 4312.140625
	Iteration 47Q: 3 clusters Score -641471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -641472.812500 Penalty: 4312.140625
	Iteration 48Q: 3 clusters Score -641472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -641475.750000 Penalty: 4312.140625
	Iteration 49Q: 3 clusters Score -641475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -641477.125000 Penalty: 4312.140625
	Iteration 50Q: 3 clusters Score -641477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -641476.937500 Penalty: 4312.140625
	Iteration 51Q: 3 clusters Score -641476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -641476.312500 Penalty: 4312.140625
	Iteration 52Q: 3 clusters Score -641476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -641477.812500 Penalty: 4312.140625
	Iteration 53Q: 3 clusters Score -641477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -641477.812500 Penalty: 4312.140625
	Iteration 54F: 3 clusters Score -641477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Entering Unmasked Estep 
Score: -1062972.000000 Penalty: 2279.482910
	Iteration 0F: 2 clusters Score -1062972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1055432.500000 Penalty: 4558.965820
	Iteration 0F: 3 clusters Score -1055432 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1057621.500000 Penalty: 4558.965820
	Iteration 1F: 3 clusters Score -1057622 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1057956.500000 Penalty: 4558.965820
	Iteration 2F: 3 clusters Score -1057956 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1058236.875000 Penalty: 4558.965820
	Iteration 3F: 3 clusters Score -1058237 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1058466.875000 Penalty: 4558.965820
	Iteration 4Q: 3 clusters Score -1058467 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1058671.500000 Penalty: 4558.965820
	Iteration 5Q: 3 clusters Score -1058672 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1058856.375000 Penalty: 4558.965820
	Iteration 6Q: 3 clusters Score -1058856 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1059035.500000 Penalty: 4558.965820
	Iteration 7Q: 3 clusters Score -1059036 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1059201.750000 Penalty: 4558.965820
	Iteration 8Q: 3 clusters Score -1059202 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1059348.250000 Penalty: 4558.965820
	Iteration 9Q: 3 clusters Score -1059348 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1059484.000000 Penalty: 4558.965820
	Iteration 10Q: 3 clusters Score -1059484 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1059623.375000 Penalty: 4558.965820
	Iteration 11Q: 3 clusters Score -1059623 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1059767.625000 Penalty: 4558.965820
	Iteration 12Q: 3 clusters Score -1059768 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1059891.750000 Penalty: 4558.965820
	Iteration 13Q: 3 clusters Score -1059892 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1060022.500000 Penalty: 4558.965820
	Iteration 14Q: 3 clusters Score -1060022 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1060142.875000 Penalty: 4558.965820
	Iteration 15Q: 3 clusters Score -1060143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1060232.000000 Penalty: 4558.965820
	Iteration 16Q: 3 clusters Score -1060232 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1060318.375000 Penalty: 4558.965820
	Iteration 17Q: 3 clusters Score -1060318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1060404.500000 Penalty: 4558.965820
	Iteration 18Q: 3 clusters Score -1060404 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1060478.625000 Penalty: 4558.965820
	Iteration 19Q: 3 clusters Score -1060479 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1060533.500000 Penalty: 4558.965820
	Iteration 20F: 3 clusters Score -1060534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1060580.750000 Penalty: 4558.965820
	Iteration 21Q: 3 clusters Score -1060581 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1060614.750000 Penalty: 4558.965820
	Iteration 22Q: 3 clusters Score -1060615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1060647.875000 Penalty: 4558.965820
	Iteration 23Q: 3 clusters Score -1060648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1060676.500000 Penalty: 4558.965820
	Iteration 24Q: 3 clusters Score -1060676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1060701.250000 Penalty: 4558.965820
	Iteration 25Q: 3 clusters Score -1060701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1060722.750000 Penalty: 4558.965820
	Iteration 26Q: 3 clusters Score -1060723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1060734.750000 Penalty: 4558.965820
	Iteration 27Q: 3 clusters Score -1060735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1060746.875000 Penalty: 4558.965820
	Iteration 28Q: 3 clusters Score -1060747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1060755.875000 Penalty: 4558.965820
	Iteration 29Q: 3 clusters Score -1060756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1060772.500000 Penalty: 4558.965820
	Iteration 30Q: 3 clusters Score -1060772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1060784.000000 Penalty: 4558.965820
	Iteration 31Q: 3 clusters Score -1060784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1060790.250000 Penalty: 4558.965820
	Iteration 32Q: 3 clusters Score -1060790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1060801.500000 Penalty: 4558.965820
	Iteration 33Q: 3 clusters Score -1060802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1060810.875000 Penalty: 4558.965820
	Iteration 34Q: 3 clusters Score -1060811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1060811.375000 Penalty: 4558.965820
	Iteration 35Q: 3 clusters Score -1060811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1060815.750000 Penalty: 4558.965820
	Iteration 36Q: 3 clusters Score -1060816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1060821.250000 Penalty: 4558.965820
	Iteration 37Q: 3 clusters Score -1060821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1060826.125000 Penalty: 4558.965820
	Iteration 38Q: 3 clusters Score -1060826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1060828.750000 Penalty: 4558.965820
	Iteration 39Q: 3 clusters Score -1060829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1060828.000000 Penalty: 4558.965820
	Iteration 40F: 3 clusters Score -1060828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1060828.375000 Penalty: 4558.965820
	Iteration 41Q: 3 clusters Score -1060828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1060831.500000 Penalty: 4558.965820
	Iteration 42Q: 3 clusters Score -1060832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1060831.125000 Penalty: 4558.965820
	Iteration 43Q: 3 clusters Score -1060831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1060831.000000 Penalty: 4558.965820
	Iteration 44Q: 3 clusters Score -1060831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1060833.250000 Penalty: 4558.965820
	Iteration 45Q: 3 clusters Score -1060833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1060832.500000 Penalty: 4558.965820
	Iteration 46Q: 3 clusters Score -1060832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1060832.500000 Penalty: 4558.965820
	Iteration 47F: 3 clusters Score -1060832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 110039 members 
Mstep: Class 3 contains 21056 members 
Mstep: Class 4 contains 24572 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14595 members 
Mstep: Class 7 contains 22700 members 
Mstep: Class 8 contains 116886 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 70639 members 
Mstep: Class 11 contains 17205 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60951 members 
Mstep: Class 14 contains 160781 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36307 members 
Mstep: Class 17 contains 238015 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 164414 members 
Mstep: Class 21 contains 169700 members 
Mstep: Class 22 contains 96295 members 
Mstep: Class 23 contains 46752 members 
Mstep: Class 24 contains 21493 members 
Mstep: Class 25 contains 172105 members 
Mstep: Class 26 contains 16772 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82119 members 
Mstep: Class 30 contains 29303 members 
Mstep: Class 31 contains 12545 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 9813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574544.000000 Penalty: 117808.554688
Iteration 199Q: 34 clusters Score -2.055745e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 110038 members 
Mstep: Class 3 contains 21066 members 
Mstep: Class 4 contains 24570 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14600 members 
Mstep: Class 7 contains 22698 members 
Mstep: Class 8 contains 116887 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 70654 members 
Mstep: Class 11 contains 17181 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60946 members 
Mstep: Class 14 contains 160791 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36309 members 
Mstep: Class 17 contains 238011 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 17368 members 
Mstep: Class 20 contains 164391 members 
Mstep: Class 21 contains 169696 members 
Mstep: Class 22 contains 96297 members 
Mstep: Class 23 contains 46754 members 
Mstep: Class 24 contains 21488 members 
Mstep: Class 25 contains 172102 members 
Mstep: Class 26 contains 16770 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82131 members 
Mstep: Class 30 contains 29303 members 
Mstep: Class 31 contains 12549 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 9822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 200F: 34 clusters Score -2.055744e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 110037 members 
Mstep: Class 3 contains 21079 members 
Mstep: Class 4 contains 24574 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14601 members 
Mstep: Class 7 contains 22693 members 
Mstep: Class 8 contains 116887 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 70664 members 
Mstep: Class 11 contains 17167 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60940 members 
Mstep: Class 14 contains 160794 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36311 members 
Mstep: Class 17 contains 238010 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 17368 members 
Mstep: Class 20 contains 164370 members 
Mstep: Class 21 contains 169687 members 
Mstep: Class 22 contains 96300 members 
Mstep: Class 23 contains 46757 members 
Mstep: Class 24 contains 21488 members 
Mstep: Class 25 contains 172101 members 
Mstep: Class 26 contains 16765 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82134 members 
Mstep: Class 30 contains 29303 members 
Mstep: Class 31 contains 12552 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 9840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574400.000000 Penalty: 117808.554688
Iteration 201Q: 34 clusters Score -2.055744e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 110035 members 
Mstep: Class 3 contains 21089 members 
Mstep: Class 4 contains 24579 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14600 members 
Mstep: Class 7 contains 22695 members 
Mstep: Class 8 contains 116885 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 70676 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60935 members 
Mstep: Class 14 contains 160800 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36311 members 
Mstep: Class 17 contains 238003 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 164357 members 
Mstep: Class 21 contains 169682 members 
Mstep: Class 22 contains 96297 members 
Mstep: Class 23 contains 46758 members 
Mstep: Class 24 contains 21488 members 
Mstep: Class 25 contains 172102 members 
Mstep: Class 26 contains 16768 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82140 members 
Mstep: Class 30 contains 29304 members 
Mstep: Class 31 contains 12554 members 
Mstep: Class 32 contains 5972 members 
Mstep: Class 33 contains 9854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574304.000000 Penalty: 117808.554688
Iteration 202Q: 34 clusters Score -2.055743e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 110032 members 
Mstep: Class 3 contains 21095 members 
Mstep: Class 4 contains 24577 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14595 members 
Mstep: Class 7 contains 22694 members 
Mstep: Class 8 contains 116892 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 11 contains 17127 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60931 members 
Mstep: Class 14 contains 160800 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36308 members 
Mstep: Class 17 contains 237990 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 164342 members 
Mstep: Class 21 contains 169674 members 
Mstep: Class 22 contains 96301 members 
Mstep: Class 23 contains 46763 members 
Mstep: Class 24 contains 21494 members 
Mstep: Class 25 contains 172108 members 
Mstep: Class 26 contains 16774 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82147 members 
Mstep: Class 30 contains 29303 members 
Mstep: Class 31 contains 12560 members 
Mstep: Class 32 contains 5980 members 
Mstep: Class 33 contains 9859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574224.000000 Penalty: 117808.554688
Iteration 203Q: 34 clusters Score -2.055742e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 110032 members 
Mstep: Class 3 contains 21098 members 
Mstep: Class 4 contains 24577 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14595 members 
Mstep: Class 7 contains 22690 members 
Mstep: Class 8 contains 116897 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 70691 members 
Mstep: Class 11 contains 17120 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60928 members 
Mstep: Class 14 contains 160802 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36305 members 
Mstep: Class 17 contains 237983 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 17358 members 
Mstep: Class 20 contains 164331 members 
Mstep: Class 21 contains 169671 members 
Mstep: Class 22 contains 96305 members 
Mstep: Class 23 contains 46765 members 
Mstep: Class 24 contains 21496 members 
Mstep: Class 25 contains 172112 members 
Mstep: Class 26 contains 16773 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82152 members 
Mstep: Class 30 contains 29301 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 5987 members 
Mstep: Class 33 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574416.000000 Penalty: 117808.554688
Iteration 204Q: 34 clusters Score -2.055744e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 110030 members 
Mstep: Class 3 contains 21098 members 
Mstep: Class 4 contains 24577 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14597 members 
Mstep: Class 7 contains 22690 members 
Mstep: Class 8 contains 116904 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 70697 members 
Mstep: Class 11 contains 17111 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60931 members 
Mstep: Class 14 contains 160799 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36301 members 
Mstep: Class 17 contains 237965 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 17355 members 
Mstep: Class 20 contains 164323 members 
Mstep: Class 21 contains 169670 members 
Mstep: Class 22 contains 96303 members 
Mstep: Class 23 contains 46765 members 
Mstep: Class 24 contains 21495 members 
Mstep: Class 25 contains 172118 members 
Mstep: Class 26 contains 16774 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82155 members 
Mstep: Class 30 contains 29301 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 5990 members 
Mstep: Class 33 contains 9876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 205Q: 34 clusters Score -2.055744e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 110026 members 
Mstep: Class 3 contains 21100 members 
Mstep: Class 4 contains 24578 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 22686 members 
Mstep: Class 8 contains 116907 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 70698 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60931 members 
Mstep: Class 14 contains 160802 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36297 members 
Mstep: Class 17 contains 237958 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 17356 members 
Mstep: Class 20 contains 164321 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 96300 members 
Mstep: Class 23 contains 46768 members 
Mstep: Class 24 contains 21495 members 
Mstep: Class 25 contains 172128 members 
Mstep: Class 26 contains 16768 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82162 members 
Mstep: Class 30 contains 29301 members 
Mstep: Class 31 contains 12575 members 
Mstep: Class 32 contains 5991 members 
Mstep: Class 33 contains 9878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574416.000000 Penalty: 117808.554688
Iteration 206Q: 34 clusters Score -2.055744e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 110027 members 
Mstep: Class 3 contains 21104 members 
Mstep: Class 4 contains 24583 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14604 members 
Mstep: Class 7 contains 22682 members 
Mstep: Class 8 contains 116909 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 70705 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60931 members 
Mstep: Class 14 contains 160805 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36289 members 
Mstep: Class 17 contains 237943 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17354 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 169670 members 
Mstep: Class 22 contains 96295 members 
Mstep: Class 23 contains 46764 members 
Mstep: Class 24 contains 21496 members 
Mstep: Class 25 contains 172137 members 
Mstep: Class 26 contains 16771 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82168 members 
Mstep: Class 30 contains 29300 members 
Mstep: Class 31 contains 12576 members 
Mstep: Class 32 contains 5994 members 
Mstep: Class 33 contains 9880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574560.000000 Penalty: 117808.554688
Iteration 207Q: 34 clusters Score -2.055746e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 110027 members 
Mstep: Class 3 contains 21103 members 
Mstep: Class 4 contains 24591 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14604 members 
Mstep: Class 7 contains 22677 members 
Mstep: Class 8 contains 116911 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 70701 members 
Mstep: Class 11 contains 17072 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60933 members 
Mstep: Class 14 contains 160811 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36289 members 
Mstep: Class 17 contains 237937 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 164315 members 
Mstep: Class 21 contains 169671 members 
Mstep: Class 22 contains 96296 members 
Mstep: Class 23 contains 46764 members 
Mstep: Class 24 contains 21494 members 
Mstep: Class 25 contains 172143 members 
Mstep: Class 26 contains 16772 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82171 members 
Mstep: Class 30 contains 29299 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 5999 members 
Mstep: Class 33 contains 9883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 208Q: 34 clusters Score -2.055744e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 110026 members 
Mstep: Class 3 contains 21103 members 
Mstep: Class 4 contains 24598 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14606 members 
Mstep: Class 7 contains 22675 members 
Mstep: Class 8 contains 116911 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 70703 members 
Mstep: Class 11 contains 17056 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60930 members 
Mstep: Class 14 contains 160819 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237932 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17355 members 
Mstep: Class 20 contains 164308 members 
Mstep: Class 21 contains 169671 members 
Mstep: Class 22 contains 96293 members 
Mstep: Class 23 contains 46765 members 
Mstep: Class 24 contains 21492 members 
Mstep: Class 25 contains 172155 members 
Mstep: Class 26 contains 16766 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82177 members 
Mstep: Class 30 contains 29296 members 
Mstep: Class 31 contains 12579 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 9888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574496.000000 Penalty: 117808.554688
Iteration 209Q: 34 clusters Score -2.055745e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 110025 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 24600 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14610 members 
Mstep: Class 7 contains 22674 members 
Mstep: Class 8 contains 116913 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 70703 members 
Mstep: Class 11 contains 17046 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60924 members 
Mstep: Class 14 contains 160816 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36289 members 
Mstep: Class 17 contains 237926 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17355 members 
Mstep: Class 20 contains 164315 members 
Mstep: Class 21 contains 169674 members 
Mstep: Class 22 contains 96289 members 
Mstep: Class 23 contains 46763 members 
Mstep: Class 24 contains 21490 members 
Mstep: Class 25 contains 172158 members 
Mstep: Class 26 contains 16765 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82178 members 
Mstep: Class 30 contains 29292 members 
Mstep: Class 31 contains 12579 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574416.000000 Penalty: 117808.554688
Iteration 210Q: 34 clusters Score -2.055744e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 110025 members 
Mstep: Class 3 contains 21107 members 
Mstep: Class 4 contains 24600 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22678 members 
Mstep: Class 8 contains 116914 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 70709 members 
Mstep: Class 11 contains 17030 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60917 members 
Mstep: Class 14 contains 160827 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36289 members 
Mstep: Class 17 contains 237912 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17355 members 
Mstep: Class 20 contains 164313 members 
Mstep: Class 21 contains 169680 members 
Mstep: Class 22 contains 96285 members 
Mstep: Class 23 contains 46761 members 
Mstep: Class 24 contains 21490 members 
Mstep: Class 25 contains 172166 members 
Mstep: Class 26 contains 16765 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82181 members 
Mstep: Class 30 contains 29292 members 
Mstep: Class 31 contains 12580 members 
Mstep: Class 32 contains 6007 members 
Mstep: Class 33 contains 9897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 211Q: 34 clusters Score -2.055744e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 110022 members 
Mstep: Class 3 contains 21115 members 
Mstep: Class 4 contains 24604 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14604 members 
Mstep: Class 7 contains 22681 members 
Mstep: Class 8 contains 116915 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 70717 members 
Mstep: Class 11 contains 17017 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60913 members 
Mstep: Class 14 contains 160824 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36289 members 
Mstep: Class 17 contains 237904 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17356 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 169676 members 
Mstep: Class 22 contains 96284 members 
Mstep: Class 23 contains 46763 members 
Mstep: Class 24 contains 21493 members 
Mstep: Class 25 contains 172172 members 
Mstep: Class 26 contains 16759 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82185 members 
Mstep: Class 30 contains 29289 members 
Mstep: Class 31 contains 12581 members 
Mstep: Class 32 contains 6007 members 
Mstep: Class 33 contains 9901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 117808.554688
Iteration 212Q: 34 clusters Score -2.055744e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 110020 members 
Mstep: Class 3 contains 21119 members 
Mstep: Class 4 contains 24607 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14606 members 
Mstep: Class 7 contains 22679 members 
Mstep: Class 8 contains 116919 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 70726 members 
Mstep: Class 11 contains 17015 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60910 members 
Mstep: Class 14 contains 160821 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 237897 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 17358 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 169672 members 
Mstep: Class 22 contains 96279 members 
Mstep: Class 23 contains 46766 members 
Mstep: Class 24 contains 21490 members 
Mstep: Class 25 contains 172175 members 
Mstep: Class 26 contains 16759 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82189 members 
Mstep: Class 30 contains 29287 members 
Mstep: Class 31 contains 12582 members 
Mstep: Class 32 contains 6005 members 
Mstep: Class 33 contains 9905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574560.000000 Penalty: 117808.554688
Iteration 213Q: 34 clusters Score -2.055746e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 110022 members 
Mstep: Class 3 contains 21121 members 
Mstep: Class 4 contains 24614 members 
Mstep: Class 5 contains 16205 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 22678 members 
Mstep: Class 8 contains 116922 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 70733 members 
Mstep: Class 11 contains 17003 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60906 members 
Mstep: Class 14 contains 160823 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237885 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164319 members 
Mstep: Class 21 contains 169665 members 
Mstep: Class 22 contains 96279 members 
Mstep: Class 23 contains 46769 members 
Mstep: Class 24 contains 21491 members 
Mstep: Class 25 contains 172180 members 
Mstep: Class 26 contains 16760 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82196 members 
Mstep: Class 30 contains 29285 members 
Mstep: Class 31 contains 12581 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 9908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574608.000000 Penalty: 117808.554688
Iteration 214Q: 34 clusters Score -2.055746e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 110019 members 
Mstep: Class 3 contains 21119 members 
Mstep: Class 4 contains 24625 members 
Mstep: Class 5 contains 16205 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 22679 members 
Mstep: Class 8 contains 116928 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 70737 members 
Mstep: Class 11 contains 16987 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60902 members 
Mstep: Class 14 contains 160830 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237873 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164310 members 
Mstep: Class 21 contains 169661 members 
Mstep: Class 22 contains 96282 members 
Mstep: Class 23 contains 46771 members 
Mstep: Class 24 contains 21487 members 
Mstep: Class 25 contains 172186 members 
Mstep: Class 26 contains 16762 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82197 members 
Mstep: Class 30 contains 29284 members 
Mstep: Class 31 contains 12580 members 
Mstep: Class 32 contains 6007 members 
Mstep: Class 33 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574480.000000 Penalty: 117808.554688
Iteration 215Q: 34 clusters Score -2.055745e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 110019 members 
Mstep: Class 3 contains 21120 members 
Mstep: Class 4 contains 24628 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 22683 members 
Mstep: Class 8 contains 116932 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70741 members 
Mstep: Class 11 contains 16972 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60897 members 
Mstep: Class 14 contains 160835 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36284 members 
Mstep: Class 17 contains 237860 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164308 members 
Mstep: Class 21 contains 169658 members 
Mstep: Class 22 contains 96274 members 
Mstep: Class 23 contains 46770 members 
Mstep: Class 24 contains 21488 members 
Mstep: Class 25 contains 172192 members 
Mstep: Class 26 contains 16767 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82202 members 
Mstep: Class 30 contains 29283 members 
Mstep: Class 31 contains 12583 members 
Mstep: Class 32 contains 6010 members 
Mstep: Class 33 contains 9917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574544.000000 Penalty: 117808.554688
Iteration 216Q: 34 clusters Score -2.055745e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 110016 members 
Mstep: Class 3 contains 21124 members 
Mstep: Class 4 contains 24635 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 22692 members 
Mstep: Class 8 contains 116932 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70746 members 
Mstep: Class 11 contains 16961 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60889 members 
Mstep: Class 14 contains 160847 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36281 members 
Mstep: Class 17 contains 237858 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164296 members 
Mstep: Class 21 contains 169655 members 
Mstep: Class 22 contains 96272 members 
Mstep: Class 23 contains 46766 members 
Mstep: Class 24 contains 21488 members 
Mstep: Class 25 contains 172197 members 
Mstep: Class 26 contains 16765 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82204 members 
Mstep: Class 30 contains 29278 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 9920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574640.000000 Penalty: 117808.554688
Iteration 217Q: 34 clusters Score -2.055746e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 110015 members 
Mstep: Class 3 contains 21125 members 
Mstep: Class 4 contains 24643 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14613 members 
Mstep: Class 7 contains 22698 members 
Mstep: Class 8 contains 116931 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70753 members 
Mstep: Class 11 contains 16946 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60887 members 
Mstep: Class 14 contains 160855 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237848 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164292 members 
Mstep: Class 21 contains 169654 members 
Mstep: Class 22 contains 96270 members 
Mstep: Class 23 contains 46766 members 
Mstep: Class 24 contains 21485 members 
Mstep: Class 25 contains 172200 members 
Mstep: Class 26 contains 16765 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82205 members 
Mstep: Class 30 contains 29278 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 9923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574656.000000 Penalty: 117808.554688
Iteration 218Q: 34 clusters Score -2.055747e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 110016 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 24641 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 22698 members 
Mstep: Class 8 contains 116932 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70764 members 
Mstep: Class 11 contains 16943 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60881 members 
Mstep: Class 14 contains 160863 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237840 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164289 members 
Mstep: Class 21 contains 169652 members 
Mstep: Class 22 contains 96271 members 
Mstep: Class 23 contains 46768 members 
Mstep: Class 24 contains 21479 members 
Mstep: Class 25 contains 172200 members 
Mstep: Class 26 contains 16762 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82205 members 
Mstep: Class 30 contains 29276 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 9933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574768.000000 Penalty: 117808.554688
Iteration 219Q: 34 clusters Score -2.055748e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 110016 members 
Mstep: Class 3 contains 21133 members 
Mstep: Class 4 contains 24644 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 22700 members 
Mstep: Class 8 contains 116936 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70769 members 
Mstep: Class 11 contains 16936 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60881 members 
Mstep: Class 14 contains 160867 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237833 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164279 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96275 members 
Mstep: Class 23 contains 46769 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 172200 members 
Mstep: Class 26 contains 16762 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82206 members 
Mstep: Class 30 contains 29273 members 
Mstep: Class 31 contains 12583 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 9934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574864.000000 Penalty: 117808.554688
Iteration 220F: 34 clusters Score -2.055749e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 110013 members 
Mstep: Class 3 contains 21132 members 
Mstep: Class 4 contains 24648 members 
Mstep: Class 5 contains 16209 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 7 contains 22701 members 
Mstep: Class 8 contains 116943 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70771 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60874 members 
Mstep: Class 14 contains 160879 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 237825 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164268 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96277 members 
Mstep: Class 23 contains 46771 members 
Mstep: Class 24 contains 21476 members 
Mstep: Class 25 contains 172203 members 
Mstep: Class 26 contains 16761 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82209 members 
Mstep: Class 30 contains 29272 members 
Mstep: Class 31 contains 12583 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 9936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574768.000000 Penalty: 117808.554688
Iteration 221Q: 34 clusters Score -2.055748e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 110015 members 
Mstep: Class 3 contains 21133 members 
Mstep: Class 4 contains 24650 members 
Mstep: Class 5 contains 16209 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22701 members 
Mstep: Class 8 contains 116944 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70774 members 
Mstep: Class 11 contains 16932 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60866 members 
Mstep: Class 14 contains 160889 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 237817 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164266 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96273 members 
Mstep: Class 23 contains 46773 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 172208 members 
Mstep: Class 26 contains 16752 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82208 members 
Mstep: Class 30 contains 29272 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 6019 members 
Mstep: Class 33 contains 9939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574896.000000 Penalty: 117808.554688
Iteration 222Q: 34 clusters Score -2.055749e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 110013 members 
Mstep: Class 3 contains 21139 members 
Mstep: Class 4 contains 24651 members 
Mstep: Class 5 contains 16210 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 116944 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 70778 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60860 members 
Mstep: Class 14 contains 160897 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 237804 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164263 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96272 members 
Mstep: Class 23 contains 46774 members 
Mstep: Class 24 contains 21481 members 
Mstep: Class 25 contains 172210 members 
Mstep: Class 26 contains 16746 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82209 members 
Mstep: Class 30 contains 29271 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 9938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574976.000000 Penalty: 117808.554688
Iteration 223Q: 34 clusters Score -2.05575e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 110011 members 
Mstep: Class 3 contains 21139 members 
Mstep: Class 4 contains 24652 members 
Mstep: Class 5 contains 16210 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 116945 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 70778 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60852 members 
Mstep: Class 14 contains 160898 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 237803 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164267 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96272 members 
Mstep: Class 23 contains 46775 members 
Mstep: Class 24 contains 21480 members 
Mstep: Class 25 contains 172212 members 
Mstep: Class 26 contains 16743 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29272 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 9938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574960.000000 Penalty: 117808.554688
Iteration 224Q: 34 clusters Score -2.05575e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 110013 members 
Mstep: Class 3 contains 21141 members 
Mstep: Class 4 contains 24654 members 
Mstep: Class 5 contains 16209 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 116949 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 70781 members 
Mstep: Class 11 contains 16920 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60846 members 
Mstep: Class 14 contains 160908 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237800 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164264 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96269 members 
Mstep: Class 23 contains 46774 members 
Mstep: Class 24 contains 21479 members 
Mstep: Class 25 contains 172213 members 
Mstep: Class 26 contains 16733 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82214 members 
Mstep: Class 30 contains 29272 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 9939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574832.000000 Penalty: 117808.554688
Iteration 225Q: 34 clusters Score -2.055748e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 110014 members 
Mstep: Class 3 contains 21143 members 
Mstep: Class 4 contains 24657 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22701 members 
Mstep: Class 8 contains 116953 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 70784 members 
Mstep: Class 11 contains 16912 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60841 members 
Mstep: Class 14 contains 160909 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237790 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164274 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96266 members 
Mstep: Class 23 contains 46775 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 172217 members 
Mstep: Class 26 contains 16731 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82216 members 
Mstep: Class 30 contains 29272 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 9940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575008.000000 Penalty: 117808.554688
Iteration 226Q: 34 clusters Score -2.05575e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 110012 members 
Mstep: Class 3 contains 21148 members 
Mstep: Class 4 contains 24657 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22704 members 
Mstep: Class 8 contains 116953 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 16904 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60839 members 
Mstep: Class 14 contains 160911 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237790 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164276 members 
Mstep: Class 21 contains 169646 members 
Mstep: Class 22 contains 96264 members 
Mstep: Class 23 contains 46775 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 172222 members 
Mstep: Class 26 contains 16729 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82214 members 
Mstep: Class 30 contains 29271 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 9941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574832.000000 Penalty: 117808.554688
Iteration 227Q: 34 clusters Score -2.055748e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 110012 members 
Mstep: Class 3 contains 21151 members 
Mstep: Class 4 contains 24657 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22707 members 
Mstep: Class 8 contains 116955 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70793 members 
Mstep: Class 11 contains 16899 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60836 members 
Mstep: Class 14 contains 160912 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237785 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164276 members 
Mstep: Class 21 contains 169646 members 
Mstep: Class 22 contains 96266 members 
Mstep: Class 23 contains 46775 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 172220 members 
Mstep: Class 26 contains 16729 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82211 members 
Mstep: Class 30 contains 29270 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 9945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574800.000000 Penalty: 117808.554688
Iteration 228Q: 34 clusters Score -2.055748e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 110010 members 
Mstep: Class 3 contains 21155 members 
Mstep: Class 4 contains 24658 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 7 contains 22706 members 
Mstep: Class 8 contains 116956 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70796 members 
Mstep: Class 11 contains 16889 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60832 members 
Mstep: Class 14 contains 160921 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36281 members 
Mstep: Class 17 contains 237782 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164273 members 
Mstep: Class 21 contains 169646 members 
Mstep: Class 22 contains 96266 members 
Mstep: Class 23 contains 46775 members 
Mstep: Class 24 contains 21479 members 
Mstep: Class 25 contains 172222 members 
Mstep: Class 26 contains 16729 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29268 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 9951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574992.000000 Penalty: 117808.554688
Iteration 229Q: 34 clusters Score -2.05575e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 110009 members 
Mstep: Class 3 contains 21155 members 
Mstep: Class 4 contains 24660 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 22705 members 
Mstep: Class 8 contains 116959 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70798 members 
Mstep: Class 11 contains 16884 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60827 members 
Mstep: Class 14 contains 160937 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 237779 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 164264 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96268 members 
Mstep: Class 23 contains 46776 members 
Mstep: Class 24 contains 21477 members 
Mstep: Class 25 contains 172224 members 
Mstep: Class 26 contains 16724 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29268 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6027 members 
Mstep: Class 33 contains 9956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574928.000000 Penalty: 117808.554688
Iteration 230Q: 34 clusters Score -2.055749e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 110009 members 
Mstep: Class 3 contains 21156 members 
Mstep: Class 4 contains 24661 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 116963 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70801 members 
Mstep: Class 11 contains 16884 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60823 members 
Mstep: Class 14 contains 160948 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 237779 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164251 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96266 members 
Mstep: Class 23 contains 46776 members 
Mstep: Class 24 contains 21477 members 
Mstep: Class 25 contains 172222 members 
Mstep: Class 26 contains 16723 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29268 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 9956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574864.000000 Penalty: 117808.554688
Iteration 231Q: 34 clusters Score -2.055749e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 110005 members 
Mstep: Class 3 contains 21156 members 
Mstep: Class 4 contains 24661 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 22704 members 
Mstep: Class 8 contains 116969 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70803 members 
Mstep: Class 11 contains 16883 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60814 members 
Mstep: Class 14 contains 160950 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237776 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164247 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96266 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 21479 members 
Mstep: Class 25 contains 172222 members 
Mstep: Class 26 contains 16721 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 9957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574896.000000 Penalty: 117808.554688
Iteration 232Q: 34 clusters Score -2.055749e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 110005 members 
Mstep: Class 3 contains 21157 members 
Mstep: Class 4 contains 24660 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 116969 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70802 members 
Mstep: Class 11 contains 16884 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60807 members 
Mstep: Class 14 contains 160953 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237772 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 164250 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96265 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 21479 members 
Mstep: Class 25 contains 172223 members 
Mstep: Class 26 contains 16720 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 9958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574928.000000 Penalty: 117808.554688
Iteration 233Q: 34 clusters Score -2.055749e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 110003 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 24659 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22701 members 
Mstep: Class 8 contains 116970 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70801 members 
Mstep: Class 11 contains 16883 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60796 members 
Mstep: Class 14 contains 160965 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237769 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164252 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96261 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21480 members 
Mstep: Class 25 contains 172223 members 
Mstep: Class 26 contains 16720 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 9960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574768.000000 Penalty: 117808.554688
Iteration 234Q: 34 clusters Score -2.055748e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 110004 members 
Mstep: Class 3 contains 21165 members 
Mstep: Class 4 contains 24659 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22702 members 
Mstep: Class 8 contains 116972 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70798 members 
Mstep: Class 11 contains 16879 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60793 members 
Mstep: Class 14 contains 160973 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237762 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164250 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96259 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21479 members 
Mstep: Class 25 contains 172226 members 
Mstep: Class 26 contains 16720 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574912.000000 Penalty: 117808.554688
Iteration 235Q: 34 clusters Score -2.055749e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 110007 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 24659 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22702 members 
Mstep: Class 8 contains 116972 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70797 members 
Mstep: Class 11 contains 16875 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60790 members 
Mstep: Class 14 contains 160989 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237761 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164235 members 
Mstep: Class 21 contains 169646 members 
Mstep: Class 22 contains 96261 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21477 members 
Mstep: Class 25 contains 172226 members 
Mstep: Class 26 contains 16719 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82212 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575024.000000 Penalty: 117808.554688
Iteration 236Q: 34 clusters Score -2.05575e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 110008 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 24660 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22701 members 
Mstep: Class 8 contains 116971 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70798 members 
Mstep: Class 11 contains 16872 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60786 members 
Mstep: Class 14 contains 160997 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237758 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17365 members 
Mstep: Class 20 contains 164230 members 
Mstep: Class 21 contains 169646 members 
Mstep: Class 22 contains 96263 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21476 members 
Mstep: Class 25 contains 172229 members 
Mstep: Class 26 contains 16717 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82213 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574928.000000 Penalty: 117808.554688
Iteration 237Q: 34 clusters Score -2.055749e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 110010 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 24662 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22702 members 
Mstep: Class 8 contains 116971 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70800 members 
Mstep: Class 11 contains 16867 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60783 members 
Mstep: Class 14 contains 161018 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237757 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 164207 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96264 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21477 members 
Mstep: Class 25 contains 172225 members 
Mstep: Class 26 contains 16715 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82215 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574976.000000 Penalty: 117808.554688
Iteration 238Q: 34 clusters Score -2.05575e+08 nChanged 80
Entering ConstructFrom: 
Score: -205574976.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Entering Unmasked Estep 
Score: -2302886.250000 Penalty: 2463.840576
	Iteration 0F: 2 clusters Score -2302886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2288426.750000 Penalty: 4927.681152
	Iteration 0F: 3 clusters Score -2288427 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2293361.250000 Penalty: 4927.681152
	Iteration 1F: 3 clusters Score -2293361 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2294047.750000 Penalty: 4927.681152
	Iteration 2F: 3 clusters Score -2294048 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2294810.250000 Penalty: 4927.681152
	Iteration 3F: 3 clusters Score -2294810 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2295753.750000 Penalty: 4927.681152
	Iteration 4F: 3 clusters Score -2295754 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2296741.750000 Penalty: 4927.681152
	Iteration 5F: 3 clusters Score -2296742 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2297641.500000 Penalty: 4927.681152
	Iteration 6F: 3 clusters Score -2297642 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2298435.000000 Penalty: 4927.681152
	Iteration 7F: 3 clusters Score -2298435 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2299090.500000 Penalty: 4927.681152
	Iteration 8Q: 3 clusters Score -2299090 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2299587.750000 Penalty: 4927.681152
	Iteration 9Q: 3 clusters Score -2299588 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2299950.000000 Penalty: 4927.681152
	Iteration 10Q: 3 clusters Score -2299950 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2300237.000000 Penalty: 4927.681152
	Iteration 11Q: 3 clusters Score -2300237 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2300428.500000 Penalty: 4927.681152
	Iteration 12Q: 3 clusters Score -2300428 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2300603.250000 Penalty: 4927.681152
	Iteration 13Q: 3 clusters Score -2300603 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2300698.250000 Penalty: 4927.681152
	Iteration 14Q: 3 clusters Score -2300698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2300776.750000 Penalty: 4927.681152
	Iteration 15Q: 3 clusters Score -2300777 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2300837.500000 Penalty: 4927.681152
	Iteration 16Q: 3 clusters Score -2300838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2300881.000000 Penalty: 4927.681152
	Iteration 17Q: 3 clusters Score -2300881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2300912.750000 Penalty: 4927.681152
	Iteration 18Q: 3 clusters Score -2300913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2300945.750000 Penalty: 4927.681152
	Iteration 19Q: 3 clusters Score -2300946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2300962.750000 Penalty: 4927.681152
	Iteration 20F: 3 clusters Score -2300963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2300973.750000 Penalty: 4927.681152
	Iteration 21Q: 3 clusters Score -2300974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2300997.000000 Penalty: 4927.681152
	Iteration 22Q: 3 clusters Score -2300997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2301023.250000 Penalty: 4927.681152
	Iteration 23Q: 3 clusters Score -2301023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2301043.250000 Penalty: 4927.681152
	Iteration 24Q: 3 clusters Score -2301043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2301050.000000 Penalty: 4927.681152
	Iteration 25Q: 3 clusters Score -2301050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2301060.500000 Penalty: 4927.681152
	Iteration 26Q: 3 clusters Score -2301060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2301068.500000 Penalty: 4927.681152
	Iteration 27Q: 3 clusters Score -2301068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2301073.500000 Penalty: 4927.681152
	Iteration 28Q: 3 clusters Score -2301074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2301084.750000 Penalty: 4927.681152
	Iteration 29Q: 3 clusters Score -2301085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2301093.000000 Penalty: 4927.681152
	Iteration 30Q: 3 clusters Score -2301093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2301099.500000 Penalty: 4927.681152
	Iteration 31Q: 3 clusters Score -2301100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2301107.750000 Penalty: 4927.681152
	Iteration 32Q: 3 clusters Score -2301108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2301115.750000 Penalty: 4927.681152
	Iteration 33Q: 3 clusters Score -2301116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2301113.000000 Penalty: 4927.681152
	Iteration 34Q: 3 clusters Score -2301113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2301121.500000 Penalty: 4927.681152
	Iteration 35Q: 3 clusters Score -2301122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2301124.500000 Penalty: 4927.681152
	Iteration 36Q: 3 clusters Score -2301124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2301128.000000 Penalty: 4927.681152
	Iteration 37Q: 3 clusters Score -2301128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2301128.250000 Penalty: 4927.681152
	Iteration 38Q: 3 clusters Score -2301128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2301134.250000 Penalty: 4927.681152
	Iteration 39Q: 3 clusters Score -2301134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2301133.750000 Penalty: 4927.681152
	Iteration 40F: 3 clusters Score -2301134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2301136.750000 Penalty: 4927.681152
	Iteration 41Q: 3 clusters Score -2301137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2301145.000000 Penalty: 4927.681152
	Iteration 42Q: 3 clusters Score -2301145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2301147.250000 Penalty: 4927.681152
	Iteration 43Q: 3 clusters Score -2301147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2301149.000000 Penalty: 4927.681152
	Iteration 44Q: 3 clusters Score -2301149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2301147.000000 Penalty: 4927.681152
	Iteration 45Q: 3 clusters Score -2301147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2301147.000000 Penalty: 4927.681152
	Iteration 46F: 3 clusters Score -2301147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110010 members 
Entering Unmasked Estep 
Score: -13068229.000000 Penalty: 2878.864990
	Iteration 0F: 2 clusters Score -1.306823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -12994732.000000 Penalty: 5757.729980
	Iteration 0F: 3 clusters Score -1.299473e+07 nChanged 52240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -13024473.000000 Penalty: 5757.729980
	Iteration 1F: 3 clusters Score -1.302447e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -13025513.000000 Penalty: 5757.729980
	Iteration 2Q: 3 clusters Score -1.302551e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -13026583.000000 Penalty: 5757.729980
	Iteration 3Q: 3 clusters Score -1.302658e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -13027824.000000 Penalty: 5757.729980
	Iteration 4Q: 3 clusters Score -1.302782e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -13029336.000000 Penalty: 5757.729980
	Iteration 5Q: 3 clusters Score -1.302934e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -13031263.000000 Penalty: 5757.729980
	Iteration 6Q: 3 clusters Score -1.303126e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -13033850.000000 Penalty: 5757.729980
	Iteration 7Q: 3 clusters Score -1.303385e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -13037423.000000 Penalty: 5757.729980
	Iteration 8F: 3 clusters Score -1.303742e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -13042081.000000 Penalty: 5757.729980
	Iteration 9F: 3 clusters Score -1.304208e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -13047035.000000 Penalty: 5757.729980
	Iteration 10F: 3 clusters Score -1.304704e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -13051439.000000 Penalty: 5757.729980
	Iteration 11F: 3 clusters Score -1.305144e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -13054935.000000 Penalty: 5757.729980
	Iteration 12Q: 3 clusters Score -1.305494e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -13057542.000000 Penalty: 5757.729980
	Iteration 13Q: 3 clusters Score -1.305754e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -13059488.000000 Penalty: 5757.729980
	Iteration 14Q: 3 clusters Score -1.305949e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -13060978.000000 Penalty: 5757.729980
	Iteration 15Q: 3 clusters Score -1.306098e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -13062331.000000 Penalty: 5757.729980
	Iteration 16Q: 3 clusters Score -1.306233e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 104682 members 
Entering Unmasked Estep 
Score: -13063426.000000 Penalty: 5757.729980
	Iteration 17Q: 3 clusters Score -1.306343e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -13064242.000000 Penalty: 5757.729980
	Iteration 18Q: 3 clusters Score -1.306424e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -13064894.000000 Penalty: 5757.729980
	Iteration 19Q: 3 clusters Score -1.306489e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -13065253.000000 Penalty: 5757.729980
	Iteration 20F: 3 clusters Score -1.306525e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -13065528.000000 Penalty: 5757.729980
	Iteration 21Q: 3 clusters Score -1.306553e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 108136 members 
Entering Unmasked Estep 
Score: -13065719.000000 Penalty: 5757.729980
	Iteration 22Q: 3 clusters Score -1.306572e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 108358 members 
Entering Unmasked Estep 
Score: -13065829.000000 Penalty: 5757.729980
	Iteration 23Q: 3 clusters Score -1.306583e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -13065934.000000 Penalty: 5757.729980
	Iteration 24Q: 3 clusters Score -1.306593e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -13066031.000000 Penalty: 5757.729980
	Iteration 25Q: 3 clusters Score -1.306603e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -13066086.000000 Penalty: 5757.729980
	Iteration 26Q: 3 clusters Score -1.306609e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -13066112.000000 Penalty: 5757.729980
	Iteration 27Q: 3 clusters Score -1.306611e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 108859 members 
Entering Unmasked Estep 
Score: -13066155.000000 Penalty: 5757.729980
	Iteration 28Q: 3 clusters Score -1.306616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -13066196.000000 Penalty: 5757.729980
	Iteration 29Q: 3 clusters Score -1.30662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -13066204.000000 Penalty: 5757.729980
	Iteration 30Q: 3 clusters Score -1.30662e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -13066219.000000 Penalty: 5757.729980
	Iteration 31Q: 3 clusters Score -1.306622e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -13066251.000000 Penalty: 5757.729980
	Iteration 32Q: 3 clusters Score -1.306625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -13066260.000000 Penalty: 5757.729980
	Iteration 33Q: 3 clusters Score -1.306626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -13066283.000000 Penalty: 5757.729980
	Iteration 34Q: 3 clusters Score -1.306628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -13066316.000000 Penalty: 5757.729980
	Iteration 35Q: 3 clusters Score -1.306632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 109070 members 
Entering Unmasked Estep 
Score: -13066318.000000 Penalty: 5757.729980
	Iteration 36Q: 3 clusters Score -1.306632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -13066341.000000 Penalty: 5757.729980
	Iteration 37Q: 3 clusters Score -1.306634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -13066374.000000 Penalty: 5757.729980
	Iteration 38Q: 3 clusters Score -1.306637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -13066403.000000 Penalty: 5757.729980
	Iteration 39Q: 3 clusters Score -1.30664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -13066408.000000 Penalty: 5757.729980
	Iteration 40F: 3 clusters Score -1.306641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -13066420.000000 Penalty: 5757.729980
	Iteration 41Q: 3 clusters Score -1.306642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -13066429.000000 Penalty: 5757.729980
	Iteration 42Q: 3 clusters Score -1.306643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -13066444.000000 Penalty: 5757.729980
	Iteration 43Q: 3 clusters Score -1.306644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -13066460.000000 Penalty: 5757.729980
	Iteration 44Q: 3 clusters Score -1.306646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -13066459.000000 Penalty: 5757.729980
	Iteration 45Q: 3 clusters Score -1.306646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -13066458.000000 Penalty: 5757.729980
	Iteration 46Q: 3 clusters Score -1.306646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -13066444.000000 Penalty: 5757.729980
	Iteration 47Q: 3 clusters Score -1.306644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -13066444.000000 Penalty: 5757.729980
	Iteration 48Q: 3 clusters Score -1.306644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -13066443.000000 Penalty: 5757.729980
	Iteration 49Q: 3 clusters Score -1.306644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -13066439.000000 Penalty: 5757.729980
	Iteration 50Q: 3 clusters Score -1.306644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
Score: -13066436.000000 Penalty: 5757.729980
	Iteration 51Q: 3 clusters Score -1.306644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -13066445.000000 Penalty: 5757.729980
	Iteration 52Q: 3 clusters Score -1.306644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -13066446.000000 Penalty: 5757.729980
	Iteration 53Q: 3 clusters Score -1.306645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -13066446.000000 Penalty: 5757.729980
	Iteration 54F: 3 clusters Score -1.306645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -2422906.250000 Penalty: 2470.199463
	Iteration 0F: 2 clusters Score -2422906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2408079.000000 Penalty: 4940.398926
	Iteration 0F: 3 clusters Score -2408079 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2413017.250000 Penalty: 4940.398926
	Iteration 1F: 3 clusters Score -2413017 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2413540.750000 Penalty: 4940.398926
	Iteration 2F: 3 clusters Score -2413541 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2414057.500000 Penalty: 4940.398926
	Iteration 3F: 3 clusters Score -2414058 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2414677.500000 Penalty: 4940.398926
	Iteration 4F: 3 clusters Score -2414678 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2415380.250000 Penalty: 4940.398926
	Iteration 5F: 3 clusters Score -2415380 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2416130.000000 Penalty: 4940.398926
	Iteration 6F: 3 clusters Score -2416130 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2416868.500000 Penalty: 4940.398926
	Iteration 7F: 3 clusters Score -2416868 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2417550.750000 Penalty: 4940.398926
	Iteration 8F: 3 clusters Score -2417551 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2418159.250000 Penalty: 4940.398926
	Iteration 9Q: 3 clusters Score -2418159 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2418587.000000 Penalty: 4940.398926
	Iteration 10Q: 3 clusters Score -2418587 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2418917.500000 Penalty: 4940.398926
	Iteration 11Q: 3 clusters Score -2418918 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2419155.500000 Penalty: 4940.398926
	Iteration 12Q: 3 clusters Score -2419156 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2419330.250000 Penalty: 4940.398926
	Iteration 13Q: 3 clusters Score -2419330 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2419472.750000 Penalty: 4940.398926
	Iteration 14Q: 3 clusters Score -2419473 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2419586.500000 Penalty: 4940.398926
	Iteration 15Q: 3 clusters Score -2419586 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2419709.250000 Penalty: 4940.398926
	Iteration 16Q: 3 clusters Score -2419709 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2419828.000000 Penalty: 4940.398926
	Iteration 17Q: 3 clusters Score -2419828 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2419936.750000 Penalty: 4940.398926
	Iteration 18Q: 3 clusters Score -2419937 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2420044.500000 Penalty: 4940.398926
	Iteration 19Q: 3 clusters Score -2420044 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2420175.500000 Penalty: 4940.398926
	Iteration 20F: 3 clusters Score -2420176 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2420342.250000 Penalty: 4940.398926
	Iteration 21Q: 3 clusters Score -2420342 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2420535.750000 Penalty: 4940.398926
	Iteration 22Q: 3 clusters Score -2420536 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2420750.500000 Penalty: 4940.398926
	Iteration 23Q: 3 clusters Score -2420750 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2420996.000000 Penalty: 4940.398926
	Iteration 24Q: 3 clusters Score -2420996 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2421218.500000 Penalty: 4940.398926
	Iteration 25Q: 3 clusters Score -2421218 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2421436.000000 Penalty: 4940.398926
	Iteration 26Q: 3 clusters Score -2421436 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2421606.250000 Penalty: 4940.398926
	Iteration 27Q: 3 clusters Score -2421606 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2421742.750000 Penalty: 4940.398926
	Iteration 28Q: 3 clusters Score -2421743 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2421875.500000 Penalty: 4940.398926
	Iteration 29Q: 3 clusters Score -2421876 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2421958.500000 Penalty: 4940.398926
	Iteration 30Q: 3 clusters Score -2421958 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2422027.500000 Penalty: 4940.398926
	Iteration 31Q: 3 clusters Score -2422028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2422098.250000 Penalty: 4940.398926
	Iteration 32Q: 3 clusters Score -2422098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2422144.500000 Penalty: 4940.398926
	Iteration 33Q: 3 clusters Score -2422144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2422181.000000 Penalty: 4940.398926
	Iteration 34Q: 3 clusters Score -2422181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2422208.250000 Penalty: 4940.398926
	Iteration 35Q: 3 clusters Score -2422208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2422225.250000 Penalty: 4940.398926
	Iteration 36Q: 3 clusters Score -2422225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2422239.000000 Penalty: 4940.398926
	Iteration 37Q: 3 clusters Score -2422239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2422246.500000 Penalty: 4940.398926
	Iteration 38Q: 3 clusters Score -2422246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2422261.750000 Penalty: 4940.398926
	Iteration 39Q: 3 clusters Score -2422262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2422261.750000 Penalty: 4940.398926
	Iteration 40F: 3 clusters Score -2422262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2422264.500000 Penalty: 4940.398926
	Iteration 41Q: 3 clusters Score -2422264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2422269.250000 Penalty: 4940.398926
	Iteration 42Q: 3 clusters Score -2422269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2422270.000000 Penalty: 4940.398926
	Iteration 43Q: 3 clusters Score -2422270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2422275.250000 Penalty: 4940.398926
	Iteration 44Q: 3 clusters Score -2422275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2422283.250000 Penalty: 4940.398926
	Iteration 45Q: 3 clusters Score -2422283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2422278.500000 Penalty: 4940.398926
	Iteration 46Q: 3 clusters Score -2422278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2422280.000000 Penalty: 4940.398926
	Iteration 47Q: 3 clusters Score -2422280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2422284.000000 Penalty: 4940.398926
	Iteration 48Q: 3 clusters Score -2422284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2422284.000000 Penalty: 4940.398926
	Iteration 49Q: 3 clusters Score -2422284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2422288.250000 Penalty: 4940.398926
	Iteration 50Q: 3 clusters Score -2422288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2422279.750000 Penalty: 4940.398926
	Iteration 51Q: 3 clusters Score -2422280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2422281.250000 Penalty: 4940.398926
	Iteration 52Q: 3 clusters Score -2422281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2422286.500000 Penalty: 4940.398926
	Iteration 53Q: 3 clusters Score -2422286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2422301.750000 Penalty: 4940.398926
	Iteration 54Q: 3 clusters Score -2422302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2422300.750000 Penalty: 4940.398926
	Iteration 55Q: 3 clusters Score -2422301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2422305.500000 Penalty: 4940.398926
	Iteration 56Q: 3 clusters Score -2422306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2422301.250000 Penalty: 4940.398926
	Iteration 57Q: 3 clusters Score -2422301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2422298.750000 Penalty: 4940.398926
	Iteration 58Q: 3 clusters Score -2422299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2422299.500000 Penalty: 4940.398926
	Iteration 59Q: 3 clusters Score -2422300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2422299.500000 Penalty: 4940.398926
	Iteration 60F: 3 clusters Score -2422300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2422305.500000 Penalty: 4940.398926
	Iteration 61Q: 3 clusters Score -2422306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2422301.500000 Penalty: 4940.398926
	Iteration 62Q: 3 clusters Score -2422302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2422307.000000 Penalty: 4940.398926
	Iteration 63Q: 3 clusters Score -2422307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2422310.750000 Penalty: 4940.398926
	Iteration 64Q: 3 clusters Score -2422311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2422307.250000 Penalty: 4940.398926
	Iteration 65Q: 3 clusters Score -2422307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2422306.250000 Penalty: 4940.398926
	Iteration 66Q: 3 clusters Score -2422306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2422316.750000 Penalty: 4940.398926
	Iteration 67Q: 3 clusters Score -2422317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2422315.000000 Penalty: 4940.398926
	Iteration 68Q: 3 clusters Score -2422315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2422316.000000 Penalty: 4940.398926
	Iteration 69Q: 3 clusters Score -2422316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2422311.250000 Penalty: 4940.398926
	Iteration 70Q: 3 clusters Score -2422311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2422310.250000 Penalty: 4940.398926
	Iteration 71Q: 3 clusters Score -2422310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2422315.500000 Penalty: 4940.398926
	Iteration 72Q: 3 clusters Score -2422316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2422318.000000 Penalty: 4940.398926
	Iteration 73Q: 3 clusters Score -2422318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2422317.000000 Penalty: 4940.398926
	Iteration 74Q: 3 clusters Score -2422317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2422319.750000 Penalty: 4940.398926
	Iteration 75Q: 3 clusters Score -2422320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2422319.250000 Penalty: 4940.398926
	Iteration 76Q: 3 clusters Score -2422319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2422321.500000 Penalty: 4940.398926
	Iteration 77Q: 3 clusters Score -2422322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2422321.500000 Penalty: 4940.398926
	Iteration 78F: 3 clusters Score -2422322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Entering Unmasked Estep 
Score: -2781302.750000 Penalty: 2508.038574
	Iteration 0F: 2 clusters Score -2781303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2764257.750000 Penalty: 5016.077148
	Iteration 0F: 3 clusters Score -2764258 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2770551.250000 Penalty: 5016.077148
	Iteration 1F: 3 clusters Score -2770551 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2771220.750000 Penalty: 5016.077148
	Iteration 2F: 3 clusters Score -2771221 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2771846.000000 Penalty: 5016.077148
	Iteration 3F: 3 clusters Score -2771846 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2772583.500000 Penalty: 5016.077148
	Iteration 4F: 3 clusters Score -2772584 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2773441.750000 Penalty: 5016.077148
	Iteration 5F: 3 clusters Score -2773442 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2774408.500000 Penalty: 5016.077148
	Iteration 6F: 3 clusters Score -2774408 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2775316.250000 Penalty: 5016.077148
	Iteration 7F: 3 clusters Score -2775316 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2776018.750000 Penalty: 5016.077148
	Iteration 8F: 3 clusters Score -2776019 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2776558.500000 Penalty: 5016.077148
	Iteration 9Q: 3 clusters Score -2776558 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2776929.500000 Penalty: 5016.077148
	Iteration 10Q: 3 clusters Score -2776930 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2777213.500000 Penalty: 5016.077148
	Iteration 11Q: 3 clusters Score -2777214 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2777420.750000 Penalty: 5016.077148
	Iteration 12Q: 3 clusters Score -2777421 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2777568.750000 Penalty: 5016.077148
	Iteration 13Q: 3 clusters Score -2777569 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2777702.250000 Penalty: 5016.077148
	Iteration 14Q: 3 clusters Score -2777702 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2777766.500000 Penalty: 5016.077148
	Iteration 15Q: 3 clusters Score -2777766 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2777834.250000 Penalty: 5016.077148
	Iteration 16Q: 3 clusters Score -2777834 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2777905.250000 Penalty: 5016.077148
	Iteration 17Q: 3 clusters Score -2777905 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2777962.750000 Penalty: 5016.077148
	Iteration 18Q: 3 clusters Score -2777963 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2778001.250000 Penalty: 5016.077148
	Iteration 19Q: 3 clusters Score -2778001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2778023.750000 Penalty: 5016.077148
	Iteration 20F: 3 clusters Score -2778024 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2778044.750000 Penalty: 5016.077148
	Iteration 21Q: 3 clusters Score -2778045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2778060.250000 Penalty: 5016.077148
	Iteration 22Q: 3 clusters Score -2778060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2778088.000000 Penalty: 5016.077148
	Iteration 23Q: 3 clusters Score -2778088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2778107.500000 Penalty: 5016.077148
	Iteration 24Q: 3 clusters Score -2778108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2778137.250000 Penalty: 5016.077148
	Iteration 25Q: 3 clusters Score -2778137 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2778162.250000 Penalty: 5016.077148
	Iteration 26Q: 3 clusters Score -2778162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2778186.250000 Penalty: 5016.077148
	Iteration 27Q: 3 clusters Score -2778186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2778214.500000 Penalty: 5016.077148
	Iteration 28Q: 3 clusters Score -2778214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2778232.250000 Penalty: 5016.077148
	Iteration 29Q: 3 clusters Score -2778232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2778246.250000 Penalty: 5016.077148
	Iteration 30Q: 3 clusters Score -2778246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2778290.000000 Penalty: 5016.077148
	Iteration 31Q: 3 clusters Score -2778290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2778359.500000 Penalty: 5016.077148
	Iteration 32Q: 3 clusters Score -2778360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2778416.000000 Penalty: 5016.077148
	Iteration 33Q: 3 clusters Score -2778416 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2778495.000000 Penalty: 5016.077148
	Iteration 34Q: 3 clusters Score -2778495 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2778561.750000 Penalty: 5016.077148
	Iteration 35Q: 3 clusters Score -2778562 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2778632.000000 Penalty: 5016.077148
	Iteration 36Q: 3 clusters Score -2778632 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2778717.250000 Penalty: 5016.077148
	Iteration 37Q: 3 clusters Score -2778717 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2778842.000000 Penalty: 5016.077148
	Iteration 38Q: 3 clusters Score -2778842 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2778923.250000 Penalty: 5016.077148
	Iteration 39Q: 3 clusters Score -2778923 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2779027.000000 Penalty: 5016.077148
	Iteration 40F: 3 clusters Score -2779027 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2779151.250000 Penalty: 5016.077148
	Iteration 41Q: 3 clusters Score -2779151 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2779269.000000 Penalty: 5016.077148
	Iteration 42Q: 3 clusters Score -2779269 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2779400.250000 Penalty: 5016.077148
	Iteration 43Q: 3 clusters Score -2779400 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2779513.250000 Penalty: 5016.077148
	Iteration 44Q: 3 clusters Score -2779513 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2779619.750000 Penalty: 5016.077148
	Iteration 45Q: 3 clusters Score -2779620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2779731.000000 Penalty: 5016.077148
	Iteration 46Q: 3 clusters Score -2779731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2779830.750000 Penalty: 5016.077148
	Iteration 47Q: 3 clusters Score -2779831 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2779918.750000 Penalty: 5016.077148
	Iteration 48Q: 3 clusters Score -2779919 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2779981.500000 Penalty: 5016.077148
	Iteration 49Q: 3 clusters Score -2779982 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2780052.250000 Penalty: 5016.077148
	Iteration 50Q: 3 clusters Score -2780052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2780083.750000 Penalty: 5016.077148
	Iteration 51Q: 3 clusters Score -2780084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2780124.250000 Penalty: 5016.077148
	Iteration 52Q: 3 clusters Score -2780124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2780146.750000 Penalty: 5016.077148
	Iteration 53Q: 3 clusters Score -2780147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2780155.000000 Penalty: 5016.077148
	Iteration 54Q: 3 clusters Score -2780155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2780163.250000 Penalty: 5016.077148
	Iteration 55Q: 3 clusters Score -2780163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2780171.750000 Penalty: 5016.077148
	Iteration 56Q: 3 clusters Score -2780172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2780170.000000 Penalty: 5016.077148
	Iteration 57Q: 3 clusters Score -2780170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2780178.750000 Penalty: 5016.077148
	Iteration 58Q: 3 clusters Score -2780179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2780189.500000 Penalty: 5016.077148
	Iteration 59Q: 3 clusters Score -2780190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2780188.750000 Penalty: 5016.077148
	Iteration 60F: 3 clusters Score -2780189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2780186.500000 Penalty: 5016.077148
	Iteration 61Q: 3 clusters Score -2780186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2780188.750000 Penalty: 5016.077148
	Iteration 62Q: 3 clusters Score -2780189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2780188.250000 Penalty: 5016.077148
	Iteration 63Q: 3 clusters Score -2780188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2780193.750000 Penalty: 5016.077148
	Iteration 64Q: 3 clusters Score -2780194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2780190.750000 Penalty: 5016.077148
	Iteration 65Q: 3 clusters Score -2780191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2780190.500000 Penalty: 5016.077148
	Iteration 66Q: 3 clusters Score -2780190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2780193.500000 Penalty: 5016.077148
	Iteration 67Q: 3 clusters Score -2780194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2780190.250000 Penalty: 5016.077148
	Iteration 68Q: 3 clusters Score -2780190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2780199.000000 Penalty: 5016.077148
	Iteration 69Q: 3 clusters Score -2780199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2780198.500000 Penalty: 5016.077148
	Iteration 70Q: 3 clusters Score -2780198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2780200.500000 Penalty: 5016.077148
	Iteration 71Q: 3 clusters Score -2780200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2780203.000000 Penalty: 5016.077148
	Iteration 72Q: 3 clusters Score -2780203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2780207.750000 Penalty: 5016.077148
	Iteration 73Q: 3 clusters Score -2780208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2780205.000000 Penalty: 5016.077148
	Iteration 74Q: 3 clusters Score -2780205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2780208.250000 Penalty: 5016.077148
	Iteration 75Q: 3 clusters Score -2780208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2780207.750000 Penalty: 5016.077148
	Iteration 76Q: 3 clusters Score -2780208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2780211.000000 Penalty: 5016.077148
	Iteration 77Q: 3 clusters Score -2780211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2780208.250000 Penalty: 5016.077148
	Iteration 78Q: 3 clusters Score -2780208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2780208.250000 Penalty: 5016.077148
	Iteration 79F: 3 clusters Score -2780208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Entering Unmasked Estep 
Score: -1910283.250000 Penalty: 2403.913086
	Iteration 0F: 2 clusters Score -1910283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1898679.750000 Penalty: 4807.826172
	Iteration 0F: 3 clusters Score -1898680 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1903131.125000 Penalty: 4807.826172
	Iteration 1F: 3 clusters Score -1903131 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1903984.875000 Penalty: 4807.826172
	Iteration 2F: 3 clusters Score -1903985 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1904554.625000 Penalty: 4807.826172
	Iteration 3F: 3 clusters Score -1904555 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1905046.500000 Penalty: 4807.826172
	Iteration 4F: 3 clusters Score -1905046 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1905628.500000 Penalty: 4807.826172
	Iteration 5F: 3 clusters Score -1905628 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1906338.250000 Penalty: 4807.826172
	Iteration 6F: 3 clusters Score -1906338 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1907041.000000 Penalty: 4807.826172
	Iteration 7F: 3 clusters Score -1907041 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1907676.125000 Penalty: 4807.826172
	Iteration 8F: 3 clusters Score -1907676 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1908231.625000 Penalty: 4807.826172
	Iteration 9Q: 3 clusters Score -1908232 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1908626.000000 Penalty: 4807.826172
	Iteration 10Q: 3 clusters Score -1908626 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1908920.875000 Penalty: 4807.826172
	Iteration 11Q: 3 clusters Score -1908921 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1909139.250000 Penalty: 4807.826172
	Iteration 12Q: 3 clusters Score -1909139 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1909329.750000 Penalty: 4807.826172
	Iteration 13Q: 3 clusters Score -1909330 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1909479.375000 Penalty: 4807.826172
	Iteration 14Q: 3 clusters Score -1909479 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1909609.000000 Penalty: 4807.826172
	Iteration 15Q: 3 clusters Score -1909609 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1909682.875000 Penalty: 4807.826172
	Iteration 16Q: 3 clusters Score -1909683 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1909748.750000 Penalty: 4807.826172
	Iteration 17Q: 3 clusters Score -1909749 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1909783.125000 Penalty: 4807.826172
	Iteration 18Q: 3 clusters Score -1909783 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1909816.625000 Penalty: 4807.826172
	Iteration 19Q: 3 clusters Score -1909817 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1909844.625000 Penalty: 4807.826172
	Iteration 20F: 3 clusters Score -1909845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1909866.375000 Penalty: 4807.826172
	Iteration 21Q: 3 clusters Score -1909866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1909877.375000 Penalty: 4807.826172
	Iteration 22Q: 3 clusters Score -1909877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1909888.500000 Penalty: 4807.826172
	Iteration 23Q: 3 clusters Score -1909888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1909897.500000 Penalty: 4807.826172
	Iteration 24Q: 3 clusters Score -1909898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1909900.375000 Penalty: 4807.826172
	Iteration 25Q: 3 clusters Score -1909900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1909905.125000 Penalty: 4807.826172
	Iteration 26Q: 3 clusters Score -1909905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1909907.625000 Penalty: 4807.826172
	Iteration 27Q: 3 clusters Score -1909908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1909909.875000 Penalty: 4807.826172
	Iteration 28Q: 3 clusters Score -1909910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1909911.875000 Penalty: 4807.826172
	Iteration 29Q: 3 clusters Score -1909912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1909915.375000 Penalty: 4807.826172
	Iteration 30Q: 3 clusters Score -1909915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1909919.000000 Penalty: 4807.826172
	Iteration 31Q: 3 clusters Score -1909919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1909923.000000 Penalty: 4807.826172
	Iteration 32Q: 3 clusters Score -1909923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1909925.000000 Penalty: 4807.826172
	Iteration 33Q: 3 clusters Score -1909925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1909926.250000 Penalty: 4807.826172
	Iteration 34Q: 3 clusters Score -1909926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1909926.375000 Penalty: 4807.826172
	Iteration 35Q: 3 clusters Score -1909926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1909927.750000 Penalty: 4807.826172
	Iteration 36Q: 3 clusters Score -1909928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1909932.750000 Penalty: 4807.826172
	Iteration 37Q: 3 clusters Score -1909933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1909929.250000 Penalty: 4807.826172
	Iteration 38Q: 3 clusters Score -1909929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1909929.000000 Penalty: 4807.826172
	Iteration 39Q: 3 clusters Score -1909929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1909931.500000 Penalty: 4807.826172
	Iteration 40F: 3 clusters Score -1909932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1909935.125000 Penalty: 4807.826172
	Iteration 41Q: 3 clusters Score -1909935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1909935.375000 Penalty: 4807.826172
	Iteration 42Q: 3 clusters Score -1909935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1909933.125000 Penalty: 4807.826172
	Iteration 43Q: 3 clusters Score -1909933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1909937.250000 Penalty: 4807.826172
	Iteration 44Q: 3 clusters Score -1909937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1909938.875000 Penalty: 4807.826172
	Iteration 45Q: 3 clusters Score -1909939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1909940.000000 Penalty: 4807.826172
	Iteration 46Q: 3 clusters Score -1909940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1909939.750000 Penalty: 4807.826172
	Iteration 47Q: 3 clusters Score -1909940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1909939.000000 Penalty: 4807.826172
	Iteration 48Q: 3 clusters Score -1909939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1909940.500000 Penalty: 4807.826172
	Iteration 49Q: 3 clusters Score -1909940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1909938.750000 Penalty: 4807.826172
	Iteration 50Q: 3 clusters Score -1909939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1909938.875000 Penalty: 4807.826172
	Iteration 51Q: 3 clusters Score -1909939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1909939.250000 Penalty: 4807.826172
	Iteration 52Q: 3 clusters Score -1909939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1909941.625000 Penalty: 4807.826172
	Iteration 53Q: 3 clusters Score -1909942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1909943.875000 Penalty: 4807.826172
	Iteration 54Q: 3 clusters Score -1909944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1909943.875000 Penalty: 4807.826172
	Iteration 55F: 3 clusters Score -1909944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Entering Unmasked Estep 
Score: -1664067.000000 Penalty: 2378.373047
	Iteration 0F: 2 clusters Score -1664067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1653451.500000 Penalty: 4756.746094
	Iteration 0F: 3 clusters Score -1653452 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1656876.375000 Penalty: 4756.746094
	Iteration 1F: 3 clusters Score -1656876 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1657298.250000 Penalty: 4756.746094
	Iteration 2F: 3 clusters Score -1657298 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1657695.250000 Penalty: 4756.746094
	Iteration 3F: 3 clusters Score -1657695 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1658083.375000 Penalty: 4756.746094
	Iteration 4F: 3 clusters Score -1658083 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1658512.875000 Penalty: 4756.746094
	Iteration 5F: 3 clusters Score -1658513 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1659024.875000 Penalty: 4756.746094
	Iteration 6F: 3 clusters Score -1659025 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1659623.125000 Penalty: 4756.746094
	Iteration 7F: 3 clusters Score -1659623 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1660185.250000 Penalty: 4756.746094
	Iteration 8F: 3 clusters Score -1660185 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1660659.625000 Penalty: 4756.746094
	Iteration 9Q: 3 clusters Score -1660660 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1660993.500000 Penalty: 4756.746094
	Iteration 10Q: 3 clusters Score -1660994 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1661216.375000 Penalty: 4756.746094
	Iteration 11Q: 3 clusters Score -1661216 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1661358.750000 Penalty: 4756.746094
	Iteration 12Q: 3 clusters Score -1661359 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1661451.375000 Penalty: 4756.746094
	Iteration 13Q: 3 clusters Score -1661451 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1661514.000000 Penalty: 4756.746094
	Iteration 14Q: 3 clusters Score -1661514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1661557.750000 Penalty: 4756.746094
	Iteration 15Q: 3 clusters Score -1661558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1661587.375000 Penalty: 4756.746094
	Iteration 16Q: 3 clusters Score -1661587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1661593.250000 Penalty: 4756.746094
	Iteration 17Q: 3 clusters Score -1661593 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1661604.625000 Penalty: 4756.746094
	Iteration 18Q: 3 clusters Score -1661605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1661607.500000 Penalty: 4756.746094
	Iteration 19Q: 3 clusters Score -1661608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1661613.125000 Penalty: 4756.746094
	Iteration 20F: 3 clusters Score -1661613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1661625.125000 Penalty: 4756.746094
	Iteration 21Q: 3 clusters Score -1661625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1661629.875000 Penalty: 4756.746094
	Iteration 22Q: 3 clusters Score -1661630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1661631.625000 Penalty: 4756.746094
	Iteration 23Q: 3 clusters Score -1661632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1661637.500000 Penalty: 4756.746094
	Iteration 24Q: 3 clusters Score -1661638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1661641.000000 Penalty: 4756.746094
	Iteration 25Q: 3 clusters Score -1661641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1661642.500000 Penalty: 4756.746094
	Iteration 26Q: 3 clusters Score -1661642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1661649.250000 Penalty: 4756.746094
	Iteration 27Q: 3 clusters Score -1661649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1661652.375000 Penalty: 4756.746094
	Iteration 28Q: 3 clusters Score -1661652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1661652.750000 Penalty: 4756.746094
	Iteration 29Q: 3 clusters Score -1661653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1661659.750000 Penalty: 4756.746094
	Iteration 30Q: 3 clusters Score -1661660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1661667.625000 Penalty: 4756.746094
	Iteration 31Q: 3 clusters Score -1661668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1661665.500000 Penalty: 4756.746094
	Iteration 32Q: 3 clusters Score -1661666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1661664.500000 Penalty: 4756.746094
	Iteration 33Q: 3 clusters Score -1661664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1661666.000000 Penalty: 4756.746094
	Iteration 34Q: 3 clusters Score -1661666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1661673.875000 Penalty: 4756.746094
	Iteration 35Q: 3 clusters Score -1661674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1661672.375000 Penalty: 4756.746094
	Iteration 36Q: 3 clusters Score -1661672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1661676.375000 Penalty: 4756.746094
	Iteration 37Q: 3 clusters Score -1661676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1661672.000000 Penalty: 4756.746094
	Iteration 38Q: 3 clusters Score -1661672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1661682.625000 Penalty: 4756.746094
	Iteration 39Q: 3 clusters Score -1661683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1661682.000000 Penalty: 4756.746094
	Iteration 40F: 3 clusters Score -1661682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1661683.125000 Penalty: 4756.746094
	Iteration 41Q: 3 clusters Score -1661683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1661689.750000 Penalty: 4756.746094
	Iteration 42Q: 3 clusters Score -1661690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1661696.000000 Penalty: 4756.746094
	Iteration 43Q: 3 clusters Score -1661696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1661703.375000 Penalty: 4756.746094
	Iteration 44Q: 3 clusters Score -1661703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1661713.000000 Penalty: 4756.746094
	Iteration 45Q: 3 clusters Score -1661713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1661713.250000 Penalty: 4756.746094
	Iteration 46Q: 3 clusters Score -1661713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1661721.125000 Penalty: 4756.746094
	Iteration 47Q: 3 clusters Score -1661721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1661737.625000 Penalty: 4756.746094
	Iteration 48Q: 3 clusters Score -1661738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1661743.875000 Penalty: 4756.746094
	Iteration 49Q: 3 clusters Score -1661744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1661765.500000 Penalty: 4756.746094
	Iteration 50Q: 3 clusters Score -1661766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1661803.125000 Penalty: 4756.746094
	Iteration 51Q: 3 clusters Score -1661803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1661853.125000 Penalty: 4756.746094
	Iteration 52Q: 3 clusters Score -1661853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1661896.000000 Penalty: 4756.746094
	Iteration 53Q: 3 clusters Score -1661896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1661950.500000 Penalty: 4756.746094
	Iteration 54Q: 3 clusters Score -1661950 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1662008.750000 Penalty: 4756.746094
	Iteration 55Q: 3 clusters Score -1662009 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1662084.875000 Penalty: 4756.746094
	Iteration 56Q: 3 clusters Score -1662085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1662140.625000 Penalty: 4756.746094
	Iteration 57Q: 3 clusters Score -1662141 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1662180.250000 Penalty: 4756.746094
	Iteration 58Q: 3 clusters Score -1662180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1662215.000000 Penalty: 4756.746094
	Iteration 59Q: 3 clusters Score -1662215 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1662234.375000 Penalty: 4756.746094
	Iteration 60F: 3 clusters Score -1662234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1662252.875000 Penalty: 4756.746094
	Iteration 61Q: 3 clusters Score -1662253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1662262.250000 Penalty: 4756.746094
	Iteration 62Q: 3 clusters Score -1662262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1662275.000000 Penalty: 4756.746094
	Iteration 63Q: 3 clusters Score -1662275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1662279.125000 Penalty: 4756.746094
	Iteration 64Q: 3 clusters Score -1662279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1662286.625000 Penalty: 4756.746094
	Iteration 65Q: 3 clusters Score -1662287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1662293.125000 Penalty: 4756.746094
	Iteration 66Q: 3 clusters Score -1662293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1662298.500000 Penalty: 4756.746094
	Iteration 67Q: 3 clusters Score -1662298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1662301.000000 Penalty: 4756.746094
	Iteration 68Q: 3 clusters Score -1662301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1662305.375000 Penalty: 4756.746094
	Iteration 69Q: 3 clusters Score -1662305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1662304.750000 Penalty: 4756.746094
	Iteration 70Q: 3 clusters Score -1662305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1662310.500000 Penalty: 4756.746094
	Iteration 71Q: 3 clusters Score -1662310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1662313.250000 Penalty: 4756.746094
	Iteration 72Q: 3 clusters Score -1662313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1662313.625000 Penalty: 4756.746094
	Iteration 73Q: 3 clusters Score -1662314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1662316.500000 Penalty: 4756.746094
	Iteration 74Q: 3 clusters Score -1662316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1662321.000000 Penalty: 4756.746094
	Iteration 75Q: 3 clusters Score -1662321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1662322.625000 Penalty: 4756.746094
	Iteration 76Q: 3 clusters Score -1662323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1662326.875000 Penalty: 4756.746094
	Iteration 77Q: 3 clusters Score -1662327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1662330.000000 Penalty: 4756.746094
	Iteration 78Q: 3 clusters Score -1662330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1662327.750000 Penalty: 4756.746094
	Iteration 79Q: 3 clusters Score -1662328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1662330.250000 Penalty: 4756.746094
	Iteration 80F: 3 clusters Score -1662330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1662333.500000 Penalty: 4756.746094
	Iteration 81Q: 3 clusters Score -1662334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1662332.625000 Penalty: 4756.746094
	Iteration 82Q: 3 clusters Score -1662333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1662335.000000 Penalty: 4756.746094
	Iteration 83Q: 3 clusters Score -1662335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1662332.000000 Penalty: 4756.746094
	Iteration 84Q: 3 clusters Score -1662332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1662337.000000 Penalty: 4756.746094
	Iteration 85Q: 3 clusters Score -1662337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1662340.000000 Penalty: 4756.746094
	Iteration 86Q: 3 clusters Score -1662340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1662341.250000 Penalty: 4756.746094
	Iteration 87Q: 3 clusters Score -1662341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1662340.000000 Penalty: 4756.746094
	Iteration 88Q: 3 clusters Score -1662340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1662341.125000 Penalty: 4756.746094
	Iteration 89Q: 3 clusters Score -1662341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1662342.625000 Penalty: 4756.746094
	Iteration 90Q: 3 clusters Score -1662343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1662337.875000 Penalty: 4756.746094
	Iteration 91Q: 3 clusters Score -1662338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1662340.250000 Penalty: 4756.746094
	Iteration 92Q: 3 clusters Score -1662340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1662341.625000 Penalty: 4756.746094
	Iteration 93Q: 3 clusters Score -1662342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1662341.375000 Penalty: 4756.746094
	Iteration 94Q: 3 clusters Score -1662341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1662341.000000 Penalty: 4756.746094
	Iteration 95Q: 3 clusters Score -1662341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1662339.500000 Penalty: 4756.746094
	Iteration 96Q: 3 clusters Score -1662340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1662342.375000 Penalty: 4756.746094
	Iteration 97Q: 3 clusters Score -1662342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1662342.125000 Penalty: 4756.746094
	Iteration 98Q: 3 clusters Score -1662342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1662342.750000 Penalty: 4756.746094
	Iteration 99Q: 3 clusters Score -1662343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1662342.750000 Penalty: 4756.746094
	Iteration 100F: 3 clusters Score -1662343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1662344.250000 Penalty: 4756.746094
	Iteration 101Q: 3 clusters Score -1662344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1662344.250000 Penalty: 4756.746094
	Iteration 102Q: 3 clusters Score -1662344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1662344.500000 Penalty: 4756.746094
	Iteration 103Q: 3 clusters Score -1662344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1662345.625000 Penalty: 4756.746094
	Iteration 104Q: 3 clusters Score -1662346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1662347.000000 Penalty: 4756.746094
	Iteration 105Q: 3 clusters Score -1662347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1662348.375000 Penalty: 4756.746094
	Iteration 106Q: 3 clusters Score -1662348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1662348.750000 Penalty: 4756.746094
	Iteration 107Q: 3 clusters Score -1662349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1662350.125000 Penalty: 4756.746094
	Iteration 108Q: 3 clusters Score -1662350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1662350.125000 Penalty: 4756.746094
	Iteration 109F: 3 clusters Score -1662350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Entering Unmasked Estep 
Score: -2527800.750000 Penalty: 2487.502686
	Iteration 0F: 2 clusters Score -2527801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2512039.000000 Penalty: 4975.005371
	Iteration 0F: 3 clusters Score -2512039 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2517965.500000 Penalty: 4975.005371
	Iteration 1F: 3 clusters Score -2517966 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2518826.000000 Penalty: 4975.005371
	Iteration 2F: 3 clusters Score -2518826 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2519668.250000 Penalty: 4975.005371
	Iteration 3F: 3 clusters Score -2519668 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2520530.500000 Penalty: 4975.005371
	Iteration 4F: 3 clusters Score -2520530 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2521406.500000 Penalty: 4975.005371
	Iteration 5F: 3 clusters Score -2521406 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2522186.500000 Penalty: 4975.005371
	Iteration 6F: 3 clusters Score -2522186 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2522897.000000 Penalty: 4975.005371
	Iteration 7Q: 3 clusters Score -2522897 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2523544.750000 Penalty: 4975.005371
	Iteration 8Q: 3 clusters Score -2523545 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2524025.750000 Penalty: 4975.005371
	Iteration 9Q: 3 clusters Score -2524026 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2524350.000000 Penalty: 4975.005371
	Iteration 10Q: 3 clusters Score -2524350 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2524583.500000 Penalty: 4975.005371
	Iteration 11Q: 3 clusters Score -2524584 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2524728.000000 Penalty: 4975.005371
	Iteration 12Q: 3 clusters Score -2524728 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2524829.500000 Penalty: 4975.005371
	Iteration 13Q: 3 clusters Score -2524830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2524919.500000 Penalty: 4975.005371
	Iteration 14Q: 3 clusters Score -2524920 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2524974.000000 Penalty: 4975.005371
	Iteration 15Q: 3 clusters Score -2524974 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2525031.000000 Penalty: 4975.005371
	Iteration 16Q: 3 clusters Score -2525031 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2525067.500000 Penalty: 4975.005371
	Iteration 17Q: 3 clusters Score -2525068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2525104.500000 Penalty: 4975.005371
	Iteration 18Q: 3 clusters Score -2525104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2525128.000000 Penalty: 4975.005371
	Iteration 19Q: 3 clusters Score -2525128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2525158.500000 Penalty: 4975.005371
	Iteration 20F: 3 clusters Score -2525158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2525187.750000 Penalty: 4975.005371
	Iteration 21Q: 3 clusters Score -2525188 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2525210.000000 Penalty: 4975.005371
	Iteration 22Q: 3 clusters Score -2525210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2525222.250000 Penalty: 4975.005371
	Iteration 23Q: 3 clusters Score -2525222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2525244.750000 Penalty: 4975.005371
	Iteration 24Q: 3 clusters Score -2525245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2525261.250000 Penalty: 4975.005371
	Iteration 25Q: 3 clusters Score -2525261 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2525280.500000 Penalty: 4975.005371
	Iteration 26Q: 3 clusters Score -2525280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2525288.500000 Penalty: 4975.005371
	Iteration 27Q: 3 clusters Score -2525288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2525307.000000 Penalty: 4975.005371
	Iteration 28Q: 3 clusters Score -2525307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2525314.750000 Penalty: 4975.005371
	Iteration 29Q: 3 clusters Score -2525315 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2525332.500000 Penalty: 4975.005371
	Iteration 30Q: 3 clusters Score -2525332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2525347.500000 Penalty: 4975.005371
	Iteration 31Q: 3 clusters Score -2525348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2525355.500000 Penalty: 4975.005371
	Iteration 32Q: 3 clusters Score -2525356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2525368.250000 Penalty: 4975.005371
	Iteration 33Q: 3 clusters Score -2525368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2525378.500000 Penalty: 4975.005371
	Iteration 34Q: 3 clusters Score -2525378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2525386.250000 Penalty: 4975.005371
	Iteration 35Q: 3 clusters Score -2525386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2525385.750000 Penalty: 4975.005371
	Iteration 36Q: 3 clusters Score -2525386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2525390.000000 Penalty: 4975.005371
	Iteration 37Q: 3 clusters Score -2525390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2525401.500000 Penalty: 4975.005371
	Iteration 38Q: 3 clusters Score -2525402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2525406.750000 Penalty: 4975.005371
	Iteration 39Q: 3 clusters Score -2525407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2525410.250000 Penalty: 4975.005371
	Iteration 40F: 3 clusters Score -2525410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2525407.500000 Penalty: 4975.005371
	Iteration 41Q: 3 clusters Score -2525408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2525411.750000 Penalty: 4975.005371
	Iteration 42Q: 3 clusters Score -2525412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2525418.250000 Penalty: 4975.005371
	Iteration 43Q: 3 clusters Score -2525418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2525417.000000 Penalty: 4975.005371
	Iteration 44Q: 3 clusters Score -2525417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2525418.250000 Penalty: 4975.005371
	Iteration 45Q: 3 clusters Score -2525418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2525419.500000 Penalty: 4975.005371
	Iteration 46Q: 3 clusters Score -2525420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2525419.500000 Penalty: 4975.005371
	Iteration 47Q: 3 clusters Score -2525420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2525424.500000 Penalty: 4975.005371
	Iteration 48Q: 3 clusters Score -2525424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2525424.750000 Penalty: 4975.005371
	Iteration 49Q: 3 clusters Score -2525425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2525425.000000 Penalty: 4975.005371
	Iteration 50Q: 3 clusters Score -2525425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2525426.000000 Penalty: 4975.005371
	Iteration 51Q: 3 clusters Score -2525426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2525432.000000 Penalty: 4975.005371
	Iteration 52Q: 3 clusters Score -2525432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2525431.500000 Penalty: 4975.005371
	Iteration 53Q: 3 clusters Score -2525432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2525436.000000 Penalty: 4975.005371
	Iteration 54Q: 3 clusters Score -2525436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2525438.500000 Penalty: 4975.005371
	Iteration 55Q: 3 clusters Score -2525438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2525445.000000 Penalty: 4975.005371
	Iteration 56Q: 3 clusters Score -2525445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2525449.000000 Penalty: 4975.005371
	Iteration 57Q: 3 clusters Score -2525449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2525440.250000 Penalty: 4975.005371
	Iteration 58Q: 3 clusters Score -2525440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2525444.750000 Penalty: 4975.005371
	Iteration 59Q: 3 clusters Score -2525445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2525448.500000 Penalty: 4975.005371
	Iteration 60F: 3 clusters Score -2525448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2525460.000000 Penalty: 4975.005371
	Iteration 61Q: 3 clusters Score -2525460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2525468.500000 Penalty: 4975.005371
	Iteration 62Q: 3 clusters Score -2525468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2525474.500000 Penalty: 4975.005371
	Iteration 63Q: 3 clusters Score -2525474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2525484.750000 Penalty: 4975.005371
	Iteration 64Q: 3 clusters Score -2525485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2525491.750000 Penalty: 4975.005371
	Iteration 65Q: 3 clusters Score -2525492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2525497.750000 Penalty: 4975.005371
	Iteration 66Q: 3 clusters Score -2525498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2525501.500000 Penalty: 4975.005371
	Iteration 67Q: 3 clusters Score -2525502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2525503.500000 Penalty: 4975.005371
	Iteration 68Q: 3 clusters Score -2525504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2525514.000000 Penalty: 4975.005371
	Iteration 69Q: 3 clusters Score -2525514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2525525.750000 Penalty: 4975.005371
	Iteration 70Q: 3 clusters Score -2525526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2525525.000000 Penalty: 4975.005371
	Iteration 71Q: 3 clusters Score -2525525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2525534.500000 Penalty: 4975.005371
	Iteration 72Q: 3 clusters Score -2525534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2525545.750000 Penalty: 4975.005371
	Iteration 73Q: 3 clusters Score -2525546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2525548.750000 Penalty: 4975.005371
	Iteration 74Q: 3 clusters Score -2525549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2525566.750000 Penalty: 4975.005371
	Iteration 75Q: 3 clusters Score -2525567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2525574.500000 Penalty: 4975.005371
	Iteration 76Q: 3 clusters Score -2525574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2525570.750000 Penalty: 4975.005371
	Iteration 77Q: 3 clusters Score -2525571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2525585.000000 Penalty: 4975.005371
	Iteration 78Q: 3 clusters Score -2525585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2525594.750000 Penalty: 4975.005371
	Iteration 79Q: 3 clusters Score -2525595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2525611.000000 Penalty: 4975.005371
	Iteration 80F: 3 clusters Score -2525611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2525619.250000 Penalty: 4975.005371
	Iteration 81Q: 3 clusters Score -2525619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2525624.000000 Penalty: 4975.005371
	Iteration 82Q: 3 clusters Score -2525624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2525624.250000 Penalty: 4975.005371
	Iteration 83Q: 3 clusters Score -2525624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2525635.000000 Penalty: 4975.005371
	Iteration 84Q: 3 clusters Score -2525635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2525650.000000 Penalty: 4975.005371
	Iteration 85Q: 3 clusters Score -2525650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2525659.500000 Penalty: 4975.005371
	Iteration 86Q: 3 clusters Score -2525660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2525678.250000 Penalty: 4975.005371
	Iteration 87Q: 3 clusters Score -2525678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2525691.250000 Penalty: 4975.005371
	Iteration 88Q: 3 clusters Score -2525691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2525698.500000 Penalty: 4975.005371
	Iteration 89Q: 3 clusters Score -2525698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2525703.000000 Penalty: 4975.005371
	Iteration 90Q: 3 clusters Score -2525703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2525715.750000 Penalty: 4975.005371
	Iteration 91Q: 3 clusters Score -2525716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2525719.250000 Penalty: 4975.005371
	Iteration 92Q: 3 clusters Score -2525719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2525724.750000 Penalty: 4975.005371
	Iteration 93Q: 3 clusters Score -2525725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2525742.500000 Penalty: 4975.005371
	Iteration 94Q: 3 clusters Score -2525742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2525756.500000 Penalty: 4975.005371
	Iteration 95Q: 3 clusters Score -2525756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2525764.000000 Penalty: 4975.005371
	Iteration 96Q: 3 clusters Score -2525764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2525781.500000 Penalty: 4975.005371
	Iteration 97Q: 3 clusters Score -2525782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2525796.000000 Penalty: 4975.005371
	Iteration 98Q: 3 clusters Score -2525796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2525806.500000 Penalty: 4975.005371
	Iteration 99Q: 3 clusters Score -2525806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2525823.250000 Penalty: 4975.005371
	Iteration 100F: 3 clusters Score -2525823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2525829.750000 Penalty: 4975.005371
	Iteration 101Q: 3 clusters Score -2525830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2525832.750000 Penalty: 4975.005371
	Iteration 102Q: 3 clusters Score -2525833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2525837.250000 Penalty: 4975.005371
	Iteration 103Q: 3 clusters Score -2525837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2525850.000000 Penalty: 4975.005371
	Iteration 104Q: 3 clusters Score -2525850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2525853.000000 Penalty: 4975.005371
	Iteration 105Q: 3 clusters Score -2525853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2525861.000000 Penalty: 4975.005371
	Iteration 106Q: 3 clusters Score -2525861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2525866.000000 Penalty: 4975.005371
	Iteration 107Q: 3 clusters Score -2525866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2525865.750000 Penalty: 4975.005371
	Iteration 108Q: 3 clusters Score -2525866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2525869.250000 Penalty: 4975.005371
	Iteration 109Q: 3 clusters Score -2525869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2525876.750000 Penalty: 4975.005371
	Iteration 110Q: 3 clusters Score -2525877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2525876.750000 Penalty: 4975.005371
	Iteration 111Q: 3 clusters Score -2525877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2525882.000000 Penalty: 4975.005371
	Iteration 112Q: 3 clusters Score -2525882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2525889.500000 Penalty: 4975.005371
	Iteration 113Q: 3 clusters Score -2525890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2525891.000000 Penalty: 4975.005371
	Iteration 114Q: 3 clusters Score -2525891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2525893.500000 Penalty: 4975.005371
	Iteration 115Q: 3 clusters Score -2525894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2525894.000000 Penalty: 4975.005371
	Iteration 116Q: 3 clusters Score -2525894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2525892.000000 Penalty: 4975.005371
	Iteration 117Q: 3 clusters Score -2525892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2525894.000000 Penalty: 4975.005371
	Iteration 118Q: 3 clusters Score -2525894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2525897.500000 Penalty: 4975.005371
	Iteration 119Q: 3 clusters Score -2525898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2525901.750000 Penalty: 4975.005371
	Iteration 120F: 3 clusters Score -2525902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2525903.750000 Penalty: 4975.005371
	Iteration 121Q: 3 clusters Score -2525904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2525909.750000 Penalty: 4975.005371
	Iteration 122Q: 3 clusters Score -2525910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2525907.000000 Penalty: 4975.005371
	Iteration 123Q: 3 clusters Score -2525907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2525909.250000 Penalty: 4975.005371
	Iteration 124Q: 3 clusters Score -2525909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2525907.250000 Penalty: 4975.005371
	Iteration 125Q: 3 clusters Score -2525907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2525909.250000 Penalty: 4975.005371
	Iteration 126Q: 3 clusters Score -2525909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2525913.250000 Penalty: 4975.005371
	Iteration 127Q: 3 clusters Score -2525913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2525911.000000 Penalty: 4975.005371
	Iteration 128Q: 3 clusters Score -2525911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2525912.500000 Penalty: 4975.005371
	Iteration 129Q: 3 clusters Score -2525912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2525906.000000 Penalty: 4975.005371
	Iteration 130Q: 3 clusters Score -2525906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2525910.500000 Penalty: 4975.005371
	Iteration 131Q: 3 clusters Score -2525910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2525908.750000 Penalty: 4975.005371
	Iteration 132Q: 3 clusters Score -2525909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2525911.000000 Penalty: 4975.005371
	Iteration 133Q: 3 clusters Score -2525911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2525914.250000 Penalty: 4975.005371
	Iteration 134Q: 3 clusters Score -2525914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2525914.000000 Penalty: 4975.005371
	Iteration 135Q: 3 clusters Score -2525914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2525914.500000 Penalty: 4975.005371
	Iteration 136Q: 3 clusters Score -2525914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2525915.500000 Penalty: 4975.005371
	Iteration 137Q: 3 clusters Score -2525916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2525918.000000 Penalty: 4975.005371
	Iteration 138Q: 3 clusters Score -2525918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2525919.500000 Penalty: 4975.005371
	Iteration 139Q: 3 clusters Score -2525920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2525920.500000 Penalty: 4975.005371
	Iteration 140F: 3 clusters Score -2525920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2525921.000000 Penalty: 4975.005371
	Iteration 141Q: 3 clusters Score -2525921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2525921.000000 Penalty: 4975.005371
	Iteration 142Q: 3 clusters Score -2525921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2525921.000000 Penalty: 4975.005371
	Iteration 143Q: 3 clusters Score -2525921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2525920.250000 Penalty: 4975.005371
	Iteration 144Q: 3 clusters Score -2525920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2525921.750000 Penalty: 4975.005371
	Iteration 145Q: 3 clusters Score -2525922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2525918.000000 Penalty: 4975.005371
	Iteration 146Q: 3 clusters Score -2525918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2525920.500000 Penalty: 4975.005371
	Iteration 147Q: 3 clusters Score -2525920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2525918.000000 Penalty: 4975.005371
	Iteration 148Q: 3 clusters Score -2525918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2525918.250000 Penalty: 4975.005371
	Iteration 149Q: 3 clusters Score -2525918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2525919.000000 Penalty: 4975.005371
	Iteration 150Q: 3 clusters Score -2525919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2525919.000000 Penalty: 4975.005371
	Iteration 151F: 3 clusters Score -2525919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (116973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116973 members 
Entering Unmasked Estep 
Score: -13990019.000000 Penalty: 2894.085205
	Iteration 0F: 2 clusters Score -1.399002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -13912317.000000 Penalty: 5788.170410
	Iteration 0F: 3 clusters Score -1.391232e+07 nChanged 55324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -13944400.000000 Penalty: 5788.170410
	Iteration 1F: 3 clusters Score -1.39444e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -13945936.000000 Penalty: 5788.170410
	Iteration 2Q: 3 clusters Score -1.394594e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -13947963.000000 Penalty: 5788.170410
	Iteration 3Q: 3 clusters Score -1.394796e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -13951008.000000 Penalty: 5788.170410
	Iteration 4F: 3 clusters Score -1.395101e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -13955145.000000 Penalty: 5788.170410
	Iteration 5F: 3 clusters Score -1.395514e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -13960607.000000 Penalty: 5788.170410
	Iteration 6F: 3 clusters Score -1.396061e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -13966976.000000 Penalty: 5788.170410
	Iteration 7F: 3 clusters Score -1.396698e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -13973041.000000 Penalty: 5788.170410
	Iteration 8F: 3 clusters Score -1.397304e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -13978149.000000 Penalty: 5788.170410
	Iteration 9Q: 3 clusters Score -1.397815e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -13981376.000000 Penalty: 5788.170410
	Iteration 10Q: 3 clusters Score -1.398138e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -13983232.000000 Penalty: 5788.170410
	Iteration 11Q: 3 clusters Score -1.398323e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -13984089.000000 Penalty: 5788.170410
	Iteration 12Q: 3 clusters Score -1.398409e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -13984488.000000 Penalty: 5788.170410
	Iteration 13Q: 3 clusters Score -1.398449e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -13984721.000000 Penalty: 5788.170410
	Iteration 14Q: 3 clusters Score -1.398472e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -13984866.000000 Penalty: 5788.170410
	Iteration 15Q: 3 clusters Score -1.398487e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -13984971.000000 Penalty: 5788.170410
	Iteration 16Q: 3 clusters Score -1.398497e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -13985053.000000 Penalty: 5788.170410
	Iteration 17Q: 3 clusters Score -1.398505e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -13985130.000000 Penalty: 5788.170410
	Iteration 18Q: 3 clusters Score -1.398513e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -13985106.000000 Penalty: 5788.170410
	Iteration 19Q: 3 clusters Score -1.398511e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -13985128.000000 Penalty: 5788.170410
	Iteration 20F: 3 clusters Score -1.398513e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104028 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -13985167.000000 Penalty: 5788.170410
	Iteration 21Q: 3 clusters Score -1.398517e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -13985164.000000 Penalty: 5788.170410
	Iteration 22Q: 3 clusters Score -1.398516e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -13985201.000000 Penalty: 5788.170410
	Iteration 23Q: 3 clusters Score -1.39852e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -13985214.000000 Penalty: 5788.170410
	Iteration 24Q: 3 clusters Score -1.398521e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -13985239.000000 Penalty: 5788.170410
	Iteration 25Q: 3 clusters Score -1.398524e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -13985227.000000 Penalty: 5788.170410
	Iteration 26Q: 3 clusters Score -1.398523e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -13985264.000000 Penalty: 5788.170410
	Iteration 27Q: 3 clusters Score -1.398526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -13985296.000000 Penalty: 5788.170410
	Iteration 28Q: 3 clusters Score -1.39853e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -13985314.000000 Penalty: 5788.170410
	Iteration 29Q: 3 clusters Score -1.398531e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -13985310.000000 Penalty: 5788.170410
	Iteration 30Q: 3 clusters Score -1.398531e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -13985307.000000 Penalty: 5788.170410
	Iteration 31Q: 3 clusters Score -1.398531e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -13985332.000000 Penalty: 5788.170410
	Iteration 32Q: 3 clusters Score -1.398533e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -13985358.000000 Penalty: 5788.170410
	Iteration 33Q: 3 clusters Score -1.398536e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -13985377.000000 Penalty: 5788.170410
	Iteration 34Q: 3 clusters Score -1.398538e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -13985352.000000 Penalty: 5788.170410
	Iteration 35Q: 3 clusters Score -1.398535e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -13985373.000000 Penalty: 5788.170410
	Iteration 36Q: 3 clusters Score -1.398537e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -13985426.000000 Penalty: 5788.170410
	Iteration 37Q: 3 clusters Score -1.398543e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -13985505.000000 Penalty: 5788.170410
	Iteration 38Q: 3 clusters Score -1.39855e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -13985513.000000 Penalty: 5788.170410
	Iteration 39Q: 3 clusters Score -1.398551e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -13985563.000000 Penalty: 5788.170410
	Iteration 40F: 3 clusters Score -1.398556e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -13985584.000000 Penalty: 5788.170410
	Iteration 41Q: 3 clusters Score -1.398558e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -13985663.000000 Penalty: 5788.170410
	Iteration 42Q: 3 clusters Score -1.398566e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -13985731.000000 Penalty: 5788.170410
	Iteration 43Q: 3 clusters Score -1.398573e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -13985812.000000 Penalty: 5788.170410
	Iteration 44Q: 3 clusters Score -1.398581e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99141 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -13985928.000000 Penalty: 5788.170410
	Iteration 45Q: 3 clusters Score -1.398593e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -13985988.000000 Penalty: 5788.170410
	Iteration 46Q: 3 clusters Score -1.398599e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -13986115.000000 Penalty: 5788.170410
	Iteration 47Q: 3 clusters Score -1.398612e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97341 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -13986244.000000 Penalty: 5788.170410
	Iteration 48Q: 3 clusters Score -1.398624e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -13986346.000000 Penalty: 5788.170410
	Iteration 49Q: 3 clusters Score -1.398635e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -13986491.000000 Penalty: 5788.170410
	Iteration 50Q: 3 clusters Score -1.398649e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -13986739.000000 Penalty: 5788.170410
	Iteration 51Q: 3 clusters Score -1.398674e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -13986961.000000 Penalty: 5788.170410
	Iteration 52Q: 3 clusters Score -1.398696e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -13987187.000000 Penalty: 5788.170410
	Iteration 53Q: 3 clusters Score -1.398719e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -13987352.000000 Penalty: 5788.170410
	Iteration 54Q: 3 clusters Score -1.398735e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -13987510.000000 Penalty: 5788.170410
	Iteration 55Q: 3 clusters Score -1.398751e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -13987721.000000 Penalty: 5788.170410
	Iteration 56Q: 3 clusters Score -1.398772e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -13987897.000000 Penalty: 5788.170410
	Iteration 57Q: 3 clusters Score -1.39879e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -13988040.000000 Penalty: 5788.170410
	Iteration 58Q: 3 clusters Score -1.398804e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -13988108.000000 Penalty: 5788.170410
	Iteration 59Q: 3 clusters Score -1.398811e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -13988215.000000 Penalty: 5788.170410
	Iteration 60F: 3 clusters Score -1.398822e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -13988335.000000 Penalty: 5788.170410
	Iteration 61Q: 3 clusters Score -1.398834e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -13988387.000000 Penalty: 5788.170410
	Iteration 62Q: 3 clusters Score -1.398839e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -13988451.000000 Penalty: 5788.170410
	Iteration 63Q: 3 clusters Score -1.398845e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -13988555.000000 Penalty: 5788.170410
	Iteration 64Q: 3 clusters Score -1.398856e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -13988612.000000 Penalty: 5788.170410
	Iteration 65Q: 3 clusters Score -1.398861e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -13988646.000000 Penalty: 5788.170410
	Iteration 66Q: 3 clusters Score -1.398865e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -13988668.000000 Penalty: 5788.170410
	Iteration 67Q: 3 clusters Score -1.398867e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -13988715.000000 Penalty: 5788.170410
	Iteration 68Q: 3 clusters Score -1.398872e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84375 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -13988669.000000 Penalty: 5788.170410
	Iteration 69Q: 3 clusters Score -1.398867e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -13988747.000000 Penalty: 5788.170410
	Iteration 70Q: 3 clusters Score -1.398875e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -13988747.000000 Penalty: 5788.170410
	Iteration 71Q: 3 clusters Score -1.398875e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -13988723.000000 Penalty: 5788.170410
	Iteration 72Q: 3 clusters Score -1.398872e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -13988787.000000 Penalty: 5788.170410
	Iteration 73Q: 3 clusters Score -1.398879e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -13988772.000000 Penalty: 5788.170410
	Iteration 74Q: 3 clusters Score -1.398877e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -13988764.000000 Penalty: 5788.170410
	Iteration 75Q: 3 clusters Score -1.398876e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -13988787.000000 Penalty: 5788.170410
	Iteration 76Q: 3 clusters Score -1.398879e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -13988778.000000 Penalty: 5788.170410
	Iteration 77Q: 3 clusters Score -1.398878e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -13988779.000000 Penalty: 5788.170410
	Iteration 78Q: 3 clusters Score -1.398878e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -13988791.000000 Penalty: 5788.170410
	Iteration 79Q: 3 clusters Score -1.398879e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -13988801.000000 Penalty: 5788.170410
	Iteration 80F: 3 clusters Score -1.39888e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -13988786.000000 Penalty: 5788.170410
	Iteration 81Q: 3 clusters Score -1.398879e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -13988786.000000 Penalty: 5788.170410
	Iteration 82Q: 3 clusters Score -1.398879e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -13988792.000000 Penalty: 5788.170410
	Iteration 83Q: 3 clusters Score -1.398879e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -13988784.000000 Penalty: 5788.170410
	Iteration 84Q: 3 clusters Score -1.398878e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -13988813.000000 Penalty: 5788.170410
	Iteration 85Q: 3 clusters Score -1.398881e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -13988802.000000 Penalty: 5788.170410
	Iteration 86Q: 3 clusters Score -1.39888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -13988805.000000 Penalty: 5788.170410
	Iteration 87Q: 3 clusters Score -1.39888e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -13988808.000000 Penalty: 5788.170410
	Iteration 88Q: 3 clusters Score -1.398881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -13988807.000000 Penalty: 5788.170410
	Iteration 89Q: 3 clusters Score -1.398881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -13988804.000000 Penalty: 5788.170410
	Iteration 90Q: 3 clusters Score -1.39888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -13988828.000000 Penalty: 5788.170410
	Iteration 91Q: 3 clusters Score -1.398883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -13988814.000000 Penalty: 5788.170410
	Iteration 92Q: 3 clusters Score -1.398881e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -13988815.000000 Penalty: 5788.170410
	Iteration 93Q: 3 clusters Score -1.398882e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -13988833.000000 Penalty: 5788.170410
	Iteration 94Q: 3 clusters Score -1.398883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -13988833.000000 Penalty: 5788.170410
	Iteration 95Q: 3 clusters Score -1.398883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -13988836.000000 Penalty: 5788.170410
	Iteration 96Q: 3 clusters Score -1.398884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -13988852.000000 Penalty: 5788.170410
	Iteration 97Q: 3 clusters Score -1.398885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -13988842.000000 Penalty: 5788.170410
	Iteration 98Q: 3 clusters Score -1.398884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -13988846.000000 Penalty: 5788.170410
	Iteration 99Q: 3 clusters Score -1.398885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -13988845.000000 Penalty: 5788.170410
	Iteration 100F: 3 clusters Score -1.398884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -13988841.000000 Penalty: 5788.170410
	Iteration 101Q: 3 clusters Score -1.398884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -13988845.000000 Penalty: 5788.170410
	Iteration 102Q: 3 clusters Score -1.398884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -13988848.000000 Penalty: 5788.170410
	Iteration 103Q: 3 clusters Score -1.398885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -13988842.000000 Penalty: 5788.170410
	Iteration 104Q: 3 clusters Score -1.398884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -13988843.000000 Penalty: 5788.170410
	Iteration 105Q: 3 clusters Score -1.398884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -13988838.000000 Penalty: 5788.170410
	Iteration 106Q: 3 clusters Score -1.398884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -13988833.000000 Penalty: 5788.170410
	Iteration 107Q: 3 clusters Score -1.398883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -13988842.000000 Penalty: 5788.170410
	Iteration 108Q: 3 clusters Score -1.398884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -13988842.000000 Penalty: 5788.170410
	Iteration 109Q: 3 clusters Score -1.398884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -13988832.000000 Penalty: 5788.170410
	Iteration 110Q: 3 clusters Score -1.398883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -13988837.000000 Penalty: 5788.170410
	Iteration 111Q: 3 clusters Score -1.398884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -13988841.000000 Penalty: 5788.170410
	Iteration 112Q: 3 clusters Score -1.398884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -13988841.000000 Penalty: 5788.170410
	Iteration 113Q: 3 clusters Score -1.398884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -13988843.000000 Penalty: 5788.170410
	Iteration 114Q: 3 clusters Score -1.398884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -13988849.000000 Penalty: 5788.170410
	Iteration 115Q: 3 clusters Score -1.398885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -13988841.000000 Penalty: 5788.170410
	Iteration 116Q: 3 clusters Score -1.398884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -13988841.000000 Penalty: 5788.170410
	Iteration 117Q: 3 clusters Score -1.398884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -13988845.000000 Penalty: 5788.170410
	Iteration 118Q: 3 clusters Score -1.398884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -13988846.000000 Penalty: 5788.170410
	Iteration 119Q: 3 clusters Score -1.398885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -13988843.000000 Penalty: 5788.170410
	Iteration 120F: 3 clusters Score -1.398884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -13988837.000000 Penalty: 5788.170410
	Iteration 121Q: 3 clusters Score -1.398884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -13988837.000000 Penalty: 5788.170410
	Iteration 122Q: 3 clusters Score -1.398884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -13988830.000000 Penalty: 5788.170410
	Iteration 123Q: 3 clusters Score -1.398883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -13988828.000000 Penalty: 5788.170410
	Iteration 124Q: 3 clusters Score -1.398883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -13988831.000000 Penalty: 5788.170410
	Iteration 125Q: 3 clusters Score -1.398883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -13988831.000000 Penalty: 5788.170410
	Iteration 126Q: 3 clusters Score -1.398883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -13988828.000000 Penalty: 5788.170410
	Iteration 127Q: 3 clusters Score -1.398883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -13988834.000000 Penalty: 5788.170410
	Iteration 128Q: 3 clusters Score -1.398883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -13988835.000000 Penalty: 5788.170410
	Iteration 129Q: 3 clusters Score -1.398884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -13988831.000000 Penalty: 5788.170410
	Iteration 130Q: 3 clusters Score -1.398883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -13988835.000000 Penalty: 5788.170410
	Iteration 131Q: 3 clusters Score -1.398884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -13988827.000000 Penalty: 5788.170410
	Iteration 132Q: 3 clusters Score -1.398883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -13988826.000000 Penalty: 5788.170410
	Iteration 133Q: 3 clusters Score -1.398883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -13988816.000000 Penalty: 5788.170410
	Iteration 134Q: 3 clusters Score -1.398882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -13988813.000000 Penalty: 5788.170410
	Iteration 135Q: 3 clusters Score -1.398881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -13988814.000000 Penalty: 5788.170410
	Iteration 136Q: 3 clusters Score -1.398881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -13988814.000000 Penalty: 5788.170410
	Iteration 137F: 3 clusters Score -1.398881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -291064.718750 Penalty: 1963.096924
	Iteration 0F: 2 clusters Score -291064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -287999.250000 Penalty: 3926.193848
	Iteration 0F: 3 clusters Score -287999.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -288644.250000 Penalty: 3926.193848
	Iteration 1F: 3 clusters Score -288644.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -288835.625000 Penalty: 3926.193848
	Iteration 2F: 3 clusters Score -288835.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -288990.437500 Penalty: 3926.193848
	Iteration 3F: 3 clusters Score -288990.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289093.968750 Penalty: 3926.193848
	Iteration 4Q: 3 clusters Score -289094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -289152.687500 Penalty: 3926.193848
	Iteration 5Q: 3 clusters Score -289152.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -289207.593750 Penalty: 3926.193848
	Iteration 6Q: 3 clusters Score -289207.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -289259.187500 Penalty: 3926.193848
	Iteration 7Q: 3 clusters Score -289259.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -289295.437500 Penalty: 3926.193848
	Iteration 8Q: 3 clusters Score -289295.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289330.843750 Penalty: 3926.193848
	Iteration 9Q: 3 clusters Score -289330.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -289363.750000 Penalty: 3926.193848
	Iteration 10Q: 3 clusters Score -289363.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -289397.343750 Penalty: 3926.193848
	Iteration 11Q: 3 clusters Score -289397.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -289423.000000 Penalty: 3926.193848
	Iteration 12Q: 3 clusters Score -289423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -289447.093750 Penalty: 3926.193848
	Iteration 13Q: 3 clusters Score -289447.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -289475.031250 Penalty: 3926.193848
	Iteration 14Q: 3 clusters Score -289475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -289506.312500 Penalty: 3926.193848
	Iteration 15Q: 3 clusters Score -289506.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -289537.531250 Penalty: 3926.193848
	Iteration 16Q: 3 clusters Score -289537.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -289571.468750 Penalty: 3926.193848
	Iteration 17Q: 3 clusters Score -289571.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -289626.093750 Penalty: 3926.193848
	Iteration 18Q: 3 clusters Score -289626.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -289661.875000 Penalty: 3926.193848
	Iteration 19Q: 3 clusters Score -289661.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289695.125000 Penalty: 3926.193848
	Iteration 20F: 3 clusters Score -289695.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -289727.687500 Penalty: 3926.193848
	Iteration 21Q: 3 clusters Score -289727.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -289753.125000 Penalty: 3926.193848
	Iteration 22Q: 3 clusters Score -289753.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -289772.718750 Penalty: 3926.193848
	Iteration 23Q: 3 clusters Score -289772.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -289791.093750 Penalty: 3926.193848
	Iteration 24Q: 3 clusters Score -289791.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -289807.562500 Penalty: 3926.193848
	Iteration 25Q: 3 clusters Score -289807.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -289819.718750 Penalty: 3926.193848
	Iteration 26Q: 3 clusters Score -289819.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -289834.500000 Penalty: 3926.193848
	Iteration 27Q: 3 clusters Score -289834.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -289850.062500 Penalty: 3926.193848
	Iteration 28Q: 3 clusters Score -289850.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -289862.781250 Penalty: 3926.193848
	Iteration 29Q: 3 clusters Score -289862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -289868.500000 Penalty: 3926.193848
	Iteration 30Q: 3 clusters Score -289868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -289871.875000 Penalty: 3926.193848
	Iteration 31Q: 3 clusters Score -289871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -289874.687500 Penalty: 3926.193848
	Iteration 32Q: 3 clusters Score -289874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -289878.812500 Penalty: 3926.193848
	Iteration 33Q: 3 clusters Score -289878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -289886.093750 Penalty: 3926.193848
	Iteration 34Q: 3 clusters Score -289886.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -289894.093750 Penalty: 3926.193848
	Iteration 35Q: 3 clusters Score -289894.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -289900.031250 Penalty: 3926.193848
	Iteration 36Q: 3 clusters Score -289900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -289900.187500 Penalty: 3926.193848
	Iteration 37Q: 3 clusters Score -289900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -289902.156250 Penalty: 3926.193848
	Iteration 38Q: 3 clusters Score -289902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -289901.718750 Penalty: 3926.193848
	Iteration 39Q: 3 clusters Score -289901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -289901.718750 Penalty: 3926.193848
	Iteration 40F: 3 clusters Score -289901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Entering Unmasked Estep 
Score: -8598905.000000 Penalty: 2769.568359
	Iteration 0F: 2 clusters Score -8598905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -8551716.000000 Penalty: 5539.136719
	Iteration 0F: 3 clusters Score -8551716 nChanged 33037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -8570487.000000 Penalty: 5539.136719
	Iteration 1F: 3 clusters Score -8570487 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -8571617.000000 Penalty: 5539.136719
	Iteration 2Q: 3 clusters Score -8571617 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -8573175.000000 Penalty: 5539.136719
	Iteration 3Q: 3 clusters Score -8573175 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -8575305.000000 Penalty: 5539.136719
	Iteration 4F: 3 clusters Score -8575305 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -8578431.000000 Penalty: 5539.136719
	Iteration 5F: 3 clusters Score -8578431 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -8582211.000000 Penalty: 5539.136719
	Iteration 6F: 3 clusters Score -8582211 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -8586058.000000 Penalty: 5539.136719
	Iteration 7F: 3 clusters Score -8586058 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -8588767.000000 Penalty: 5539.136719
	Iteration 8F: 3 clusters Score -8588767 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8590255.000000 Penalty: 5539.136719
	Iteration 9Q: 3 clusters Score -8590255 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -8590934.000000 Penalty: 5539.136719
	Iteration 10Q: 3 clusters Score -8590934 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -8591368.000000 Penalty: 5539.136719
	Iteration 11Q: 3 clusters Score -8591368 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -8591707.000000 Penalty: 5539.136719
	Iteration 12Q: 3 clusters Score -8591707 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -8592049.000000 Penalty: 5539.136719
	Iteration 13Q: 3 clusters Score -8592049 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -8592274.000000 Penalty: 5539.136719
	Iteration 14Q: 3 clusters Score -8592274 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -8592583.000000 Penalty: 5539.136719
	Iteration 15Q: 3 clusters Score -8592583 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -8592875.000000 Penalty: 5539.136719
	Iteration 16Q: 3 clusters Score -8592875 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -8593122.000000 Penalty: 5539.136719
	Iteration 17Q: 3 clusters Score -8593122 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -8593417.000000 Penalty: 5539.136719
	Iteration 18Q: 3 clusters Score -8593417 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -8593703.000000 Penalty: 5539.136719
	Iteration 19Q: 3 clusters Score -8593703 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -8593952.000000 Penalty: 5539.136719
	Iteration 20F: 3 clusters Score -8593952 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -8594174.000000 Penalty: 5539.136719
	Iteration 21Q: 3 clusters Score -8594174 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -8594398.000000 Penalty: 5539.136719
	Iteration 22Q: 3 clusters Score -8594398 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -8594615.000000 Penalty: 5539.136719
	Iteration 23Q: 3 clusters Score -8594615 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -8594799.000000 Penalty: 5539.136719
	Iteration 24Q: 3 clusters Score -8594799 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -8594976.000000 Penalty: 5539.136719
	Iteration 25Q: 3 clusters Score -8594976 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8595172.000000 Penalty: 5539.136719
	Iteration 26Q: 3 clusters Score -8595172 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8595368.000000 Penalty: 5539.136719
	Iteration 27Q: 3 clusters Score -8595368 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -8595437.000000 Penalty: 5539.136719
	Iteration 28Q: 3 clusters Score -8595437 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8595589.000000 Penalty: 5539.136719
	Iteration 29Q: 3 clusters Score -8595589 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8595702.000000 Penalty: 5539.136719
	Iteration 30Q: 3 clusters Score -8595702 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8595809.000000 Penalty: 5539.136719
	Iteration 31Q: 3 clusters Score -8595809 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8595911.000000 Penalty: 5539.136719
	Iteration 32Q: 3 clusters Score -8595911 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8595956.000000 Penalty: 5539.136719
	Iteration 33Q: 3 clusters Score -8595956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8596025.000000 Penalty: 5539.136719
	Iteration 34Q: 3 clusters Score -8596025 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8596096.000000 Penalty: 5539.136719
	Iteration 35Q: 3 clusters Score -8596096 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8596136.000000 Penalty: 5539.136719
	Iteration 36Q: 3 clusters Score -8596136 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8596169.000000 Penalty: 5539.136719
	Iteration 37Q: 3 clusters Score -8596169 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8596205.000000 Penalty: 5539.136719
	Iteration 38Q: 3 clusters Score -8596205 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8596275.000000 Penalty: 5539.136719
	Iteration 39Q: 3 clusters Score -8596275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8596283.000000 Penalty: 5539.136719
	Iteration 40F: 3 clusters Score -8596283 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8596317.000000 Penalty: 5539.136719
	Iteration 41Q: 3 clusters Score -8596317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8596340.000000 Penalty: 5539.136719
	Iteration 42Q: 3 clusters Score -8596340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8596391.000000 Penalty: 5539.136719
	Iteration 43Q: 3 clusters Score -8596391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8596422.000000 Penalty: 5539.136719
	Iteration 44Q: 3 clusters Score -8596422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8596429.000000 Penalty: 5539.136719
	Iteration 45Q: 3 clusters Score -8596429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8596468.000000 Penalty: 5539.136719
	Iteration 46Q: 3 clusters Score -8596468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8596476.000000 Penalty: 5539.136719
	Iteration 47Q: 3 clusters Score -8596476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8596483.000000 Penalty: 5539.136719
	Iteration 48Q: 3 clusters Score -8596483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8596487.000000 Penalty: 5539.136719
	Iteration 49Q: 3 clusters Score -8596487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8596492.000000 Penalty: 5539.136719
	Iteration 50Q: 3 clusters Score -8596492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8596504.000000 Penalty: 5539.136719
	Iteration 51Q: 3 clusters Score -8596504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8596518.000000 Penalty: 5539.136719
	Iteration 52Q: 3 clusters Score -8596518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8596517.000000 Penalty: 5539.136719
	Iteration 53Q: 3 clusters Score -8596517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8596523.000000 Penalty: 5539.136719
	Iteration 54Q: 3 clusters Score -8596523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8596531.000000 Penalty: 5539.136719
	Iteration 55Q: 3 clusters Score -8596531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8596531.000000 Penalty: 5539.136719
	Iteration 56Q: 3 clusters Score -8596531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8596541.000000 Penalty: 5539.136719
	Iteration 57Q: 3 clusters Score -8596541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8596556.000000 Penalty: 5539.136719
	Iteration 58Q: 3 clusters Score -8596556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8596560.000000 Penalty: 5539.136719
	Iteration 59Q: 3 clusters Score -8596560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8596570.000000 Penalty: 5539.136719
	Iteration 60F: 3 clusters Score -8596570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8596576.000000 Penalty: 5539.136719
	Iteration 61Q: 3 clusters Score -8596576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8596586.000000 Penalty: 5539.136719
	Iteration 62Q: 3 clusters Score -8596586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8596605.000000 Penalty: 5539.136719
	Iteration 63Q: 3 clusters Score -8596605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8596596.000000 Penalty: 5539.136719
	Iteration 64Q: 3 clusters Score -8596596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8596618.000000 Penalty: 5539.136719
	Iteration 65Q: 3 clusters Score -8596618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8596616.000000 Penalty: 5539.136719
	Iteration 66Q: 3 clusters Score -8596616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8596621.000000 Penalty: 5539.136719
	Iteration 67Q: 3 clusters Score -8596621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8596623.000000 Penalty: 5539.136719
	Iteration 68Q: 3 clusters Score -8596623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8596621.000000 Penalty: 5539.136719
	Iteration 69Q: 3 clusters Score -8596621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8596612.000000 Penalty: 5539.136719
	Iteration 70Q: 3 clusters Score -8596612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8596610.000000 Penalty: 5539.136719
	Iteration 71Q: 3 clusters Score -8596610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8596612.000000 Penalty: 5539.136719
	Iteration 72Q: 3 clusters Score -8596612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8596611.000000 Penalty: 5539.136719
	Iteration 73Q: 3 clusters Score -8596611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8596606.000000 Penalty: 5539.136719
	Iteration 74Q: 3 clusters Score -8596606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8596615.000000 Penalty: 5539.136719
	Iteration 75Q: 3 clusters Score -8596615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8596609.000000 Penalty: 5539.136719
	Iteration 76Q: 3 clusters Score -8596609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8596618.000000 Penalty: 5539.136719
	Iteration 77Q: 3 clusters Score -8596618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8596621.000000 Penalty: 5539.136719
	Iteration 78Q: 3 clusters Score -8596621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8596616.000000 Penalty: 5539.136719
	Iteration 79Q: 3 clusters Score -8596616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8596619.000000 Penalty: 5539.136719
	Iteration 80F: 3 clusters Score -8596619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8596623.000000 Penalty: 5539.136719
	Iteration 81Q: 3 clusters Score -8596623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8596622.000000 Penalty: 5539.136719
	Iteration 82Q: 3 clusters Score -8596622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8596619.000000 Penalty: 5539.136719
	Iteration 83Q: 3 clusters Score -8596619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8596622.000000 Penalty: 5539.136719
	Iteration 84Q: 3 clusters Score -8596622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8596615.000000 Penalty: 5539.136719
	Iteration 85Q: 3 clusters Score -8596615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8596617.000000 Penalty: 5539.136719
	Iteration 86Q: 3 clusters Score -8596617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8596617.000000 Penalty: 5539.136719
	Iteration 87Q: 3 clusters Score -8596617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8596624.000000 Penalty: 5539.136719
	Iteration 88Q: 3 clusters Score -8596624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8596629.000000 Penalty: 5539.136719
	Iteration 89Q: 3 clusters Score -8596629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8596629.000000 Penalty: 5539.136719
	Iteration 90Q: 3 clusters Score -8596629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8596627.000000 Penalty: 5539.136719
	Iteration 91Q: 3 clusters Score -8596627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8596632.000000 Penalty: 5539.136719
	Iteration 92Q: 3 clusters Score -8596632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8596630.000000 Penalty: 5539.136719
	Iteration 93Q: 3 clusters Score -8596630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8596630.000000 Penalty: 5539.136719
	Iteration 94F: 3 clusters Score -8596630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Entering Unmasked Estep 
Score: -1919173.375000 Penalty: 2413.724121
	Iteration 0F: 2 clusters Score -1919173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1907152.000000 Penalty: 4827.448242
	Iteration 0F: 3 clusters Score -1907152 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1911518.375000 Penalty: 4827.448242
	Iteration 1F: 3 clusters Score -1911518 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1912254.250000 Penalty: 4827.448242
	Iteration 2F: 3 clusters Score -1912254 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1912892.875000 Penalty: 4827.448242
	Iteration 3F: 3 clusters Score -1912893 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1913473.500000 Penalty: 4827.448242
	Iteration 4F: 3 clusters Score -1913474 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1913938.500000 Penalty: 4827.448242
	Iteration 5F: 3 clusters Score -1913938 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1914337.750000 Penalty: 4827.448242
	Iteration 6Q: 3 clusters Score -1914338 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1914736.375000 Penalty: 4827.448242
	Iteration 7Q: 3 clusters Score -1914736 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1915132.000000 Penalty: 4827.448242
	Iteration 8Q: 3 clusters Score -1915132 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1915444.875000 Penalty: 4827.448242
	Iteration 9Q: 3 clusters Score -1915445 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1915679.125000 Penalty: 4827.448242
	Iteration 10Q: 3 clusters Score -1915679 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1915863.750000 Penalty: 4827.448242
	Iteration 11Q: 3 clusters Score -1915864 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1916019.375000 Penalty: 4827.448242
	Iteration 12Q: 3 clusters Score -1916019 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1916133.500000 Penalty: 4827.448242
	Iteration 13Q: 3 clusters Score -1916134 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1916228.875000 Penalty: 4827.448242
	Iteration 14Q: 3 clusters Score -1916229 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1916312.250000 Penalty: 4827.448242
	Iteration 15Q: 3 clusters Score -1916312 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1916375.125000 Penalty: 4827.448242
	Iteration 16Q: 3 clusters Score -1916375 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1916425.000000 Penalty: 4827.448242
	Iteration 17Q: 3 clusters Score -1916425 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1916488.500000 Penalty: 4827.448242
	Iteration 18Q: 3 clusters Score -1916488 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1916561.500000 Penalty: 4827.448242
	Iteration 19Q: 3 clusters Score -1916562 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1916631.000000 Penalty: 4827.448242
	Iteration 20F: 3 clusters Score -1916631 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1916691.125000 Penalty: 4827.448242
	Iteration 21Q: 3 clusters Score -1916691 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1916734.000000 Penalty: 4827.448242
	Iteration 22Q: 3 clusters Score -1916734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1916776.000000 Penalty: 4827.448242
	Iteration 23Q: 3 clusters Score -1916776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1916812.125000 Penalty: 4827.448242
	Iteration 24Q: 3 clusters Score -1916812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1916839.000000 Penalty: 4827.448242
	Iteration 25Q: 3 clusters Score -1916839 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1916862.000000 Penalty: 4827.448242
	Iteration 26Q: 3 clusters Score -1916862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1916882.125000 Penalty: 4827.448242
	Iteration 27Q: 3 clusters Score -1916882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1916897.000000 Penalty: 4827.448242
	Iteration 28Q: 3 clusters Score -1916897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1916915.375000 Penalty: 4827.448242
	Iteration 29Q: 3 clusters Score -1916915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1916929.125000 Penalty: 4827.448242
	Iteration 30Q: 3 clusters Score -1916929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1916946.625000 Penalty: 4827.448242
	Iteration 31Q: 3 clusters Score -1916947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1916950.750000 Penalty: 4827.448242
	Iteration 32Q: 3 clusters Score -1916951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1916959.000000 Penalty: 4827.448242
	Iteration 33Q: 3 clusters Score -1916959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1916962.375000 Penalty: 4827.448242
	Iteration 34Q: 3 clusters Score -1916962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1916963.750000 Penalty: 4827.448242
	Iteration 35Q: 3 clusters Score -1916964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1916968.625000 Penalty: 4827.448242
	Iteration 36Q: 3 clusters Score -1916969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1916971.500000 Penalty: 4827.448242
	Iteration 37Q: 3 clusters Score -1916972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1916976.000000 Penalty: 4827.448242
	Iteration 38Q: 3 clusters Score -1916976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1916973.375000 Penalty: 4827.448242
	Iteration 39Q: 3 clusters Score -1916973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1916973.875000 Penalty: 4827.448242
	Iteration 40F: 3 clusters Score -1916974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1916980.875000 Penalty: 4827.448242
	Iteration 41Q: 3 clusters Score -1916981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1916977.125000 Penalty: 4827.448242
	Iteration 42Q: 3 clusters Score -1916977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1916977.625000 Penalty: 4827.448242
	Iteration 43Q: 3 clusters Score -1916978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1916978.375000 Penalty: 4827.448242
	Iteration 44Q: 3 clusters Score -1916978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1916981.375000 Penalty: 4827.448242
	Iteration 45Q: 3 clusters Score -1916981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1916979.750000 Penalty: 4827.448242
	Iteration 46Q: 3 clusters Score -1916980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1916981.625000 Penalty: 4827.448242
	Iteration 47Q: 3 clusters Score -1916982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1916981.125000 Penalty: 4827.448242
	Iteration 48Q: 3 clusters Score -1916981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1916981.625000 Penalty: 4827.448242
	Iteration 49Q: 3 clusters Score -1916982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1916981.625000 Penalty: 4827.448242
	Iteration 50F: 3 clusters Score -1916982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -134196.671875 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -134196.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132086.125000 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -132086.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -132465.640625 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -132465.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132598.906250 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -132598.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132760.468750 Penalty: 3533.741211
	Iteration 3Q: 3 clusters Score -132760.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132895.656250 Penalty: 3533.741211
	Iteration 4F: 3 clusters Score -132895.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132977.812500 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -132977.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133057.109375 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -133057.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133141.218750 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -133141.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133218.796875 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -133218.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -133294.703125 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -133294.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -133356.312500 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -133356.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133401.390625 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -133401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -133423.015625 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -133423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -133444.687500 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -133444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -133459.015625 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -133459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -133481.640625 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -133481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -133491.078125 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -133491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -133493.234375 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -133493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -133494.703125 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -133494.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -133512.203125 Penalty: 3533.741211
	Iteration 19F: 3 clusters Score -133512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -133540.093750 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -133540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -133559.906250 Penalty: 3533.741211
	Iteration 21Q: 3 clusters Score -133559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -133593.171875 Penalty: 3533.741211
	Iteration 22Q: 3 clusters Score -133593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -133616.531250 Penalty: 3533.741211
	Iteration 23Q: 3 clusters Score -133616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -133623.171875 Penalty: 3533.741211
	Iteration 24Q: 3 clusters Score -133623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -133624.796875 Penalty: 3533.741211
	Iteration 25Q: 3 clusters Score -133624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -133624.796875 Penalty: 3533.741211
	Iteration 26F: 3 clusters Score -133624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Entering Unmasked Estep 
Score: -7169953.500000 Penalty: 2731.732178
	Iteration 0F: 2 clusters Score -7169954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -7129001.500000 Penalty: 5463.464355
	Iteration 0F: 3 clusters Score -7129002 nChanged 28240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -7144681.500000 Penalty: 5463.464355
	Iteration 1F: 3 clusters Score -7144682 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -7145178.000000 Penalty: 5463.464355
	Iteration 2Q: 3 clusters Score -7145178 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -7145676.500000 Penalty: 5463.464355
	Iteration 3Q: 3 clusters Score -7145676 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -7146315.500000 Penalty: 5463.464355
	Iteration 4Q: 3 clusters Score -7146316 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -7147229.000000 Penalty: 5463.464355
	Iteration 5Q: 3 clusters Score -7147229 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -7148671.500000 Penalty: 5463.464355
	Iteration 6Q: 3 clusters Score -7148672 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -7151105.000000 Penalty: 5463.464355
	Iteration 7F: 3 clusters Score -7151105 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -7154908.000000 Penalty: 5463.464355
	Iteration 8F: 3 clusters Score -7154908 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -7159452.000000 Penalty: 5463.464355
	Iteration 9F: 3 clusters Score -7159452 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -7163307.000000 Penalty: 5463.464355
	Iteration 10F: 3 clusters Score -7163307 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7165614.500000 Penalty: 5463.464355
	Iteration 11Q: 3 clusters Score -7165614 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7166874.500000 Penalty: 5463.464355
	Iteration 12Q: 3 clusters Score -7166874 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7167627.500000 Penalty: 5463.464355
	Iteration 13Q: 3 clusters Score -7167628 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7168068.500000 Penalty: 5463.464355
	Iteration 14Q: 3 clusters Score -7168068 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -7168255.000000 Penalty: 5463.464355
	Iteration 15Q: 3 clusters Score -7168255 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7168340.500000 Penalty: 5463.464355
	Iteration 16Q: 3 clusters Score -7168340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7168391.500000 Penalty: 5463.464355
	Iteration 17Q: 3 clusters Score -7168392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -7168438.000000 Penalty: 5463.464355
	Iteration 18Q: 3 clusters Score -7168438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7168486.500000 Penalty: 5463.464355
	Iteration 19Q: 3 clusters Score -7168486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7168513.500000 Penalty: 5463.464355
	Iteration 20F: 3 clusters Score -7168514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7168516.000000 Penalty: 5463.464355
	Iteration 21Q: 3 clusters Score -7168516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7168517.500000 Penalty: 5463.464355
	Iteration 22Q: 3 clusters Score -7168518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7168539.000000 Penalty: 5463.464355
	Iteration 23Q: 3 clusters Score -7168539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7168556.500000 Penalty: 5463.464355
	Iteration 24Q: 3 clusters Score -7168556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7168558.000000 Penalty: 5463.464355
	Iteration 25Q: 3 clusters Score -7168558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7168563.000000 Penalty: 5463.464355
	Iteration 26Q: 3 clusters Score -7168563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7168577.000000 Penalty: 5463.464355
	Iteration 27Q: 3 clusters Score -7168577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7168574.500000 Penalty: 5463.464355
	Iteration 28Q: 3 clusters Score -7168574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7168578.000000 Penalty: 5463.464355
	Iteration 29Q: 3 clusters Score -7168578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7168568.000000 Penalty: 5463.464355
	Iteration 30Q: 3 clusters Score -7168568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7168571.000000 Penalty: 5463.464355
	Iteration 31Q: 3 clusters Score -7168571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7168568.000000 Penalty: 5463.464355
	Iteration 32Q: 3 clusters Score -7168568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7168568.000000 Penalty: 5463.464355
	Iteration 33Q: 3 clusters Score -7168568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7168574.000000 Penalty: 5463.464355
	Iteration 34Q: 3 clusters Score -7168574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7168570.000000 Penalty: 5463.464355
	Iteration 35Q: 3 clusters Score -7168570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7168574.500000 Penalty: 5463.464355
	Iteration 36Q: 3 clusters Score -7168574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7168578.000000 Penalty: 5463.464355
	Iteration 37Q: 3 clusters Score -7168578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7168578.500000 Penalty: 5463.464355
	Iteration 38Q: 3 clusters Score -7168578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7168581.000000 Penalty: 5463.464355
	Iteration 39Q: 3 clusters Score -7168581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7168583.500000 Penalty: 5463.464355
	Iteration 40F: 3 clusters Score -7168584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7168583.500000 Penalty: 5463.464355
	Iteration 41Q: 3 clusters Score -7168584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7168580.500000 Penalty: 5463.464355
	Iteration 42Q: 3 clusters Score -7168580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7168581.500000 Penalty: 5463.464355
	Iteration 43Q: 3 clusters Score -7168582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7168583.000000 Penalty: 5463.464355
	Iteration 44Q: 3 clusters Score -7168583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7168583.000000 Penalty: 5463.464355
	Iteration 45F: 3 clusters Score -7168583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161037 members 
Entering Unmasked Estep 
Score: -19205360.000000 Penalty: 2973.368652
	Iteration 0F: 2 clusters Score -1.920536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -19099428.000000 Penalty: 5946.737305
	Iteration 0F: 3 clusters Score -1.909943e+07 nChanged 76941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -19143672.000000 Penalty: 5946.737305
	Iteration 1F: 3 clusters Score -1.914367e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -19144680.000000 Penalty: 5946.737305
	Iteration 2Q: 3 clusters Score -1.914468e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -19145922.000000 Penalty: 5946.737305
	Iteration 3Q: 3 clusters Score -1.914592e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -19147472.000000 Penalty: 5946.737305
	Iteration 4Q: 3 clusters Score -1.914747e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -19149576.000000 Penalty: 5946.737305
	Iteration 5Q: 3 clusters Score -1.914958e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -19152990.000000 Penalty: 5946.737305
	Iteration 6Q: 3 clusters Score -1.915299e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -19158394.000000 Penalty: 5946.737305
	Iteration 7F: 3 clusters Score -1.915839e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -19166172.000000 Penalty: 5946.737305
	Iteration 8F: 3 clusters Score -1.916617e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -19175602.000000 Penalty: 5946.737305
	Iteration 9F: 3 clusters Score -1.91756e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 136921 members 
Entering Unmasked Estep 
Score: -19184816.000000 Penalty: 5946.737305
	Iteration 10F: 3 clusters Score -1.918482e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -19192064.000000 Penalty: 5946.737305
	Iteration 11F: 3 clusters Score -1.919206e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 150636 members 
Entering Unmasked Estep 
Score: -19196720.000000 Penalty: 5946.737305
	Iteration 12Q: 3 clusters Score -1.919672e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 154260 members 
Entering Unmasked Estep 
Score: -19199310.000000 Penalty: 5946.737305
	Iteration 13Q: 3 clusters Score -1.919931e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 156508 members 
Entering Unmasked Estep 
Score: -19200778.000000 Penalty: 5946.737305
	Iteration 14Q: 3 clusters Score -1.920078e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -19201608.000000 Penalty: 5946.737305
	Iteration 15Q: 3 clusters Score -1.920161e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 158695 members 
Entering Unmasked Estep 
Score: -19202164.000000 Penalty: 5946.737305
	Iteration 16Q: 3 clusters Score -1.920216e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -19202436.000000 Penalty: 5946.737305
	Iteration 17Q: 3 clusters Score -1.920244e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 159517 members 
Entering Unmasked Estep 
Score: -19202564.000000 Penalty: 5946.737305
	Iteration 18Q: 3 clusters Score -1.920256e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -19202660.000000 Penalty: 5946.737305
	Iteration 19Q: 3 clusters Score -1.920266e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -19202744.000000 Penalty: 5946.737305
	Iteration 20F: 3 clusters Score -1.920274e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -19202774.000000 Penalty: 5946.737305
	Iteration 21Q: 3 clusters Score -1.920277e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 160011 members 
Entering Unmasked Estep 
Score: -19202802.000000 Penalty: 5946.737305
	Iteration 22Q: 3 clusters Score -1.92028e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 160063 members 
Entering Unmasked Estep 
Score: -19202806.000000 Penalty: 5946.737305
	Iteration 23Q: 3 clusters Score -1.920281e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -19202820.000000 Penalty: 5946.737305
	Iteration 24Q: 3 clusters Score -1.920282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 160131 members 
Entering Unmasked Estep 
Score: -19202816.000000 Penalty: 5946.737305
	Iteration 25Q: 3 clusters Score -1.920282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 160151 members 
Entering Unmasked Estep 
Score: -19202826.000000 Penalty: 5946.737305
	Iteration 26Q: 3 clusters Score -1.920283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 160165 members 
Entering Unmasked Estep 
Score: -19202828.000000 Penalty: 5946.737305
	Iteration 27Q: 3 clusters Score -1.920283e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 160188 members 
Entering Unmasked Estep 
Score: -19202838.000000 Penalty: 5946.737305
	Iteration 28Q: 3 clusters Score -1.920284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -19202852.000000 Penalty: 5946.737305
	Iteration 29Q: 3 clusters Score -1.920285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -19202858.000000 Penalty: 5946.737305
	Iteration 30Q: 3 clusters Score -1.920286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -19202860.000000 Penalty: 5946.737305
	Iteration 31Q: 3 clusters Score -1.920286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -19202858.000000 Penalty: 5946.737305
	Iteration 32Q: 3 clusters Score -1.920286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -19202858.000000 Penalty: 5946.737305
	Iteration 33Q: 3 clusters Score -1.920286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -19202872.000000 Penalty: 5946.737305
	Iteration 34Q: 3 clusters Score -1.920287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -19202870.000000 Penalty: 5946.737305
	Iteration 35Q: 3 clusters Score -1.920287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -19202862.000000 Penalty: 5946.737305
	Iteration 36Q: 3 clusters Score -1.920286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 160254 members 
Entering Unmasked Estep 
Score: -19202866.000000 Penalty: 5946.737305
	Iteration 37Q: 3 clusters Score -1.920287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -19202870.000000 Penalty: 5946.737305
	Iteration 38Q: 3 clusters Score -1.920287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -19202870.000000 Penalty: 5946.737305
	Iteration 39F: 3 clusters Score -1.920287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36382.417969 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36382.42 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36596.074219 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36596.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36670.554688 Penalty: 2938.430908
	Iteration 2Q: 3 clusters Score -36670.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36698.406250 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36698.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36722.390625 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36722.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36750.042969 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -36750.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36754.890625 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -36754.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36754.890625 Penalty: 2938.430908
	Iteration 7F: 3 clusters Score -36754.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Entering Unmasked Estep 
Score: -4302851.500000 Penalty: 2603.723389
	Iteration 0F: 2 clusters Score -4302852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4278203.000000 Penalty: 5207.446777
	Iteration 0F: 3 clusters Score -4278203 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4287410.000000 Penalty: 5207.446777
	Iteration 1F: 3 clusters Score -4287410 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4288029.500000 Penalty: 5207.446777
	Iteration 2Q: 3 clusters Score -4288030 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4288673.500000 Penalty: 5207.446777
	Iteration 3Q: 3 clusters Score -4288674 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4289390.500000 Penalty: 5207.446777
	Iteration 4Q: 3 clusters Score -4289390 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -4290139.000000 Penalty: 5207.446777
	Iteration 5Q: 3 clusters Score -4290139 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -4291064.000000 Penalty: 5207.446777
	Iteration 6Q: 3 clusters Score -4291064 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4292260.500000 Penalty: 5207.446777
	Iteration 7F: 3 clusters Score -4292260 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4293772.000000 Penalty: 5207.446777
	Iteration 8F: 3 clusters Score -4293772 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -4295513.000000 Penalty: 5207.446777
	Iteration 9F: 3 clusters Score -4295513 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4297163.500000 Penalty: 5207.446777
	Iteration 10F: 3 clusters Score -4297164 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4298428.000000 Penalty: 5207.446777
	Iteration 11Q: 3 clusters Score -4298428 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4299323.000000 Penalty: 5207.446777
	Iteration 12Q: 3 clusters Score -4299323 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4299926.500000 Penalty: 5207.446777
	Iteration 13Q: 3 clusters Score -4299926 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -4300256.500000 Penalty: 5207.446777
	Iteration 14Q: 3 clusters Score -4300256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4300464.500000 Penalty: 5207.446777
	Iteration 15Q: 3 clusters Score -4300464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4300593.000000 Penalty: 5207.446777
	Iteration 16Q: 3 clusters Score -4300593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4300670.000000 Penalty: 5207.446777
	Iteration 17Q: 3 clusters Score -4300670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4300726.500000 Penalty: 5207.446777
	Iteration 18Q: 3 clusters Score -4300726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4300756.000000 Penalty: 5207.446777
	Iteration 19Q: 3 clusters Score -4300756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4300783.000000 Penalty: 5207.446777
	Iteration 20F: 3 clusters Score -4300783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4300808.500000 Penalty: 5207.446777
	Iteration 21Q: 3 clusters Score -4300808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4300818.000000 Penalty: 5207.446777
	Iteration 22Q: 3 clusters Score -4300818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4300821.500000 Penalty: 5207.446777
	Iteration 23Q: 3 clusters Score -4300822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4300822.000000 Penalty: 5207.446777
	Iteration 24Q: 3 clusters Score -4300822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4300823.500000 Penalty: 5207.446777
	Iteration 25Q: 3 clusters Score -4300824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4300825.500000 Penalty: 5207.446777
	Iteration 26Q: 3 clusters Score -4300826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4300831.000000 Penalty: 5207.446777
	Iteration 27Q: 3 clusters Score -4300831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4300835.500000 Penalty: 5207.446777
	Iteration 28Q: 3 clusters Score -4300836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4300837.500000 Penalty: 5207.446777
	Iteration 29Q: 3 clusters Score -4300838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4300836.000000 Penalty: 5207.446777
	Iteration 30Q: 3 clusters Score -4300836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4300836.500000 Penalty: 5207.446777
	Iteration 31Q: 3 clusters Score -4300836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4300834.000000 Penalty: 5207.446777
	Iteration 32Q: 3 clusters Score -4300834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4300834.000000 Penalty: 5207.446777
	Iteration 33F: 3 clusters Score -4300834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (237756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237756 members 
Entering Unmasked Estep 
Score: -27901982.000000 Penalty: 3069.992188
	Iteration 0F: 2 clusters Score -2.790198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -27742416.000000 Penalty: 6139.984375
	Iteration 0F: 3 clusters Score -2.774242e+07 nChanged 114912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -27811180.000000 Penalty: 6139.984375
	Iteration 1F: 3 clusters Score -2.781118e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115172 members 
Mstep: Class 2 contains 122584 members 
Entering Unmasked Estep 
Score: -27812772.000000 Penalty: 6139.984375
	Iteration 2Q: 3 clusters Score -2.781277e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113299 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
Score: -27815502.000000 Penalty: 6139.984375
	Iteration 3Q: 3 clusters Score -2.78155e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -27818290.000000 Penalty: 6139.984375
	Iteration 4Q: 3 clusters Score -2.781829e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106819 members 
Mstep: Class 2 contains 130937 members 
Entering Unmasked Estep 
Score: -27821828.000000 Penalty: 6139.984375
	Iteration 5Q: 3 clusters Score -2.782183e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 136369 members 
Entering Unmasked Estep 
Score: -27825772.000000 Penalty: 6139.984375
	Iteration 6Q: 3 clusters Score -2.782577e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 144180 members 
Entering Unmasked Estep 
Score: -27831252.000000 Penalty: 6139.984375
	Iteration 7Q: 3 clusters Score -2.783125e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -27837736.000000 Penalty: 6139.984375
	Iteration 8F: 3 clusters Score -2.783774e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 167415 members 
Entering Unmasked Estep 
Score: -27846294.000000 Penalty: 6139.984375
	Iteration 9F: 3 clusters Score -2.784629e+07 nChanged 14879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 182136 members 
Entering Unmasked Estep 
Score: -27856438.000000 Penalty: 6139.984375
	Iteration 10F: 3 clusters Score -2.785644e+07 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 197257 members 
Entering Unmasked Estep 
Score: -27867706.000000 Penalty: 6139.984375
	Iteration 11F: 3 clusters Score -2.786771e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 211178 members 
Entering Unmasked Estep 
Score: -27878642.000000 Penalty: 6139.984375
	Iteration 12F: 3 clusters Score -2.787864e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 222064 members 
Entering Unmasked Estep 
Score: -27887258.000000 Penalty: 6139.984375
	Iteration 13Q: 3 clusters Score -2.788726e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 229367 members 
Entering Unmasked Estep 
Score: -27892886.000000 Penalty: 6139.984375
	Iteration 14Q: 3 clusters Score -2.789289e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 233498 members 
Entering Unmasked Estep 
Score: -27896126.000000 Penalty: 6139.984375
	Iteration 15Q: 3 clusters Score -2.789613e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 235473 members 
Entering Unmasked Estep 
Score: -27897694.000000 Penalty: 6139.984375
	Iteration 16Q: 3 clusters Score -2.789769e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 236425 members 
Entering Unmasked Estep 
Score: -27898438.000000 Penalty: 6139.984375
	Iteration 17Q: 3 clusters Score -2.789844e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 236838 members 
Entering Unmasked Estep 
Score: -27898792.000000 Penalty: 6139.984375
	Iteration 18Q: 3 clusters Score -2.789879e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 237048 members 
Entering Unmasked Estep 
Score: -27899004.000000 Penalty: 6139.984375
	Iteration 19Q: 3 clusters Score -2.7899e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 237154 members 
Entering Unmasked Estep 
Score: -27899058.000000 Penalty: 6139.984375
	Iteration 20F: 3 clusters Score -2.789906e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 237205 members 
Entering Unmasked Estep 
Score: -27899116.000000 Penalty: 6139.984375
	Iteration 21Q: 3 clusters Score -2.789912e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 237236 members 
Entering Unmasked Estep 
Score: -27899166.000000 Penalty: 6139.984375
	Iteration 22Q: 3 clusters Score -2.789917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 237251 members 
Entering Unmasked Estep 
Score: -27899186.000000 Penalty: 6139.984375
	Iteration 23Q: 3 clusters Score -2.789919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 237258 members 
Entering Unmasked Estep 
Score: -27899196.000000 Penalty: 6139.984375
	Iteration 24Q: 3 clusters Score -2.78992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 237266 members 
Entering Unmasked Estep 
Score: -27899212.000000 Penalty: 6139.984375
	Iteration 25Q: 3 clusters Score -2.789921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 237274 members 
Entering Unmasked Estep 
Score: -27899216.000000 Penalty: 6139.984375
	Iteration 26Q: 3 clusters Score -2.789922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 237276 members 
Entering Unmasked Estep 
Score: -27899242.000000 Penalty: 6139.984375
	Iteration 27Q: 3 clusters Score -2.789924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 237280 members 
Entering Unmasked Estep 
Score: -27899238.000000 Penalty: 6139.984375
	Iteration 28Q: 3 clusters Score -2.789924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 237282 members 
Entering Unmasked Estep 
Score: -27899246.000000 Penalty: 6139.984375
	Iteration 29Q: 3 clusters Score -2.789925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 237284 members 
Entering Unmasked Estep 
Score: -27899248.000000 Penalty: 6139.984375
	Iteration 30Q: 3 clusters Score -2.789925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 237286 members 
Entering Unmasked Estep 
Score: -27899252.000000 Penalty: 6139.984375
	Iteration 31Q: 3 clusters Score -2.789925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 237294 members 
Entering Unmasked Estep 
Score: -27899260.000000 Penalty: 6139.984375
	Iteration 32Q: 3 clusters Score -2.789926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 237298 members 
Entering Unmasked Estep 
Score: -27899258.000000 Penalty: 6139.984375
	Iteration 33Q: 3 clusters Score -2.789926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 237303 members 
Entering Unmasked Estep 
Score: -27899256.000000 Penalty: 6139.984375
	Iteration 34Q: 3 clusters Score -2.789926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 237306 members 
Entering Unmasked Estep 
Score: -27899260.000000 Penalty: 6139.984375
	Iteration 35Q: 3 clusters Score -2.789926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 237308 members 
Entering Unmasked Estep 
Score: -27899238.000000 Penalty: 6139.984375
	Iteration 36Q: 3 clusters Score -2.789924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 237309 members 
Entering Unmasked Estep 
Score: -27899248.000000 Penalty: 6139.984375
	Iteration 37Q: 3 clusters Score -2.789925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 237310 members 
Entering Unmasked Estep 
Score: -27899250.000000 Penalty: 6139.984375
	Iteration 38Q: 3 clusters Score -2.789925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 237312 members 
Entering Unmasked Estep 
Score: -27899248.000000 Penalty: 6139.984375
	Iteration 39Q: 3 clusters Score -2.789925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 237309 members 
Entering Unmasked Estep 
Score: -27899260.000000 Penalty: 6139.984375
	Iteration 40F: 3 clusters Score -2.789926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 237311 members 
Entering Unmasked Estep 
Score: -27899260.000000 Penalty: 6139.984375
	Iteration 41Q: 3 clusters Score -2.789926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 237316 members 
Entering Unmasked Estep 
Score: -27899270.000000 Penalty: 6139.984375
	Iteration 42Q: 3 clusters Score -2.789927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237318 members 
Entering Unmasked Estep 
Score: -27899258.000000 Penalty: 6139.984375
	Iteration 43Q: 3 clusters Score -2.789926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 237320 members 
Entering Unmasked Estep 
Score: -27899274.000000 Penalty: 6139.984375
	Iteration 44Q: 3 clusters Score -2.789927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 237319 members 
Entering Unmasked Estep 
Score: -27899274.000000 Penalty: 6139.984375
	Iteration 45Q: 3 clusters Score -2.789927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 237319 members 
Entering Unmasked Estep 
Score: -27899258.000000 Penalty: 6139.984375
	Iteration 46Q: 3 clusters Score -2.789926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237318 members 
Entering Unmasked Estep 
Score: -27899278.000000 Penalty: 6139.984375
	Iteration 47Q: 3 clusters Score -2.789928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 237320 members 
Entering Unmasked Estep 
Score: -27899266.000000 Penalty: 6139.984375
	Iteration 48Q: 3 clusters Score -2.789927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 237322 members 
Entering Unmasked Estep 
Score: -27899270.000000 Penalty: 6139.984375
	Iteration 49Q: 3 clusters Score -2.789927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 237326 members 
Entering Unmasked Estep 
Score: -27899258.000000 Penalty: 6139.984375
	Iteration 50Q: 3 clusters Score -2.789926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 237328 members 
Entering Unmasked Estep 
Score: -27899272.000000 Penalty: 6139.984375
	Iteration 51Q: 3 clusters Score -2.789927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237329 members 
Entering Unmasked Estep 
Score: -27899274.000000 Penalty: 6139.984375
	Iteration 52Q: 3 clusters Score -2.789927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237329 members 
Entering Unmasked Estep 
Score: -27899274.000000 Penalty: 6139.984375
	Iteration 53F: 3 clusters Score -2.789927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Entering Unmasked Estep 
Score: -459918.531250 Penalty: 2067.959229
	Iteration 0F: 2 clusters Score -459918.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -456011.781250 Penalty: 4135.918457
	Iteration 0F: 3 clusters Score -456011.8 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -457495.156250 Penalty: 4135.918457
	Iteration 1F: 3 clusters Score -457495.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -458598.843750 Penalty: 4135.918457
	Iteration 2F: 3 clusters Score -458598.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -459395.343750 Penalty: 4135.918457
	Iteration 3F: 3 clusters Score -459395.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -459752.031250 Penalty: 4135.918457
	Iteration 4F: 3 clusters Score -459752 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -459919.687500 Penalty: 4135.918457
	Iteration 5Q: 3 clusters Score -459919.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -459996.250000 Penalty: 4135.918457
	Iteration 6Q: 3 clusters Score -459996.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -460025.031250 Penalty: 4135.918457
	Iteration 7Q: 3 clusters Score -460025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -460038.718750 Penalty: 4135.918457
	Iteration 8Q: 3 clusters Score -460038.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -460047.250000 Penalty: 4135.918457
	Iteration 9Q: 3 clusters Score -460047.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -460052.125000 Penalty: 4135.918457
	Iteration 10Q: 3 clusters Score -460052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -460057.937500 Penalty: 4135.918457
	Iteration 11Q: 3 clusters Score -460057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -460062.468750 Penalty: 4135.918457
	Iteration 12Q: 3 clusters Score -460062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -460063.875000 Penalty: 4135.918457
	Iteration 13Q: 3 clusters Score -460063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -460064.343750 Penalty: 4135.918457
	Iteration 14Q: 3 clusters Score -460064.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -460064.343750 Penalty: 4135.918457
	Iteration 15F: 3 clusters Score -460064.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 110010 members 
Mstep: Class 3 contains 21173 members 
Mstep: Class 4 contains 24663 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14621 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 116973 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70800 members 
Mstep: Class 11 contains 16861 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60782 members 
Mstep: Class 14 contains 161037 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237756 members 
Mstep: Class 18 contains 3001 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 164193 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96260 members 
Mstep: Class 23 contains 46781 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 172226 members 
Mstep: Class 26 contains 16711 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82219 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9961 members 
Mstep: Class 34 contains 1181 members 
Entering Unmasked Estep 
Score: -205573536.000000 Penalty: 121378.507812
Splitting cluster 18 changes total score from -205574976.000000 to -205573536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (17367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Entering Unmasked Estep 
Score: -1990852.875000 Penalty: 2421.057129
	Iteration 0F: 2 clusters Score -1990853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1978620.750000 Penalty: 4842.114258
	Iteration 0F: 3 clusters Score -1978621 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1982730.500000 Penalty: 4842.114258
	Iteration 1F: 3 clusters Score -1982730 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1983205.250000 Penalty: 4842.114258
	Iteration 2F: 3 clusters Score -1983205 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1983614.375000 Penalty: 4842.114258
	Iteration 3F: 3 clusters Score -1983614 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1984044.625000 Penalty: 4842.114258
	Iteration 4Q: 3 clusters Score -1984045 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1984510.875000 Penalty: 4842.114258
	Iteration 5Q: 3 clusters Score -1984511 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1985092.125000 Penalty: 4842.114258
	Iteration 6F: 3 clusters Score -1985092 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1985657.000000 Penalty: 4842.114258
	Iteration 7Q: 3 clusters Score -1985657 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1986252.125000 Penalty: 4842.114258
	Iteration 8Q: 3 clusters Score -1986252 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1986820.625000 Penalty: 4842.114258
	Iteration 9Q: 3 clusters Score -1986821 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1987284.250000 Penalty: 4842.114258
	Iteration 10Q: 3 clusters Score -1987284 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1987668.375000 Penalty: 4842.114258
	Iteration 11Q: 3 clusters Score -1987668 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1987955.875000 Penalty: 4842.114258
	Iteration 12Q: 3 clusters Score -1987956 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1988169.500000 Penalty: 4842.114258
	Iteration 13Q: 3 clusters Score -1988170 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1988330.125000 Penalty: 4842.114258
	Iteration 14Q: 3 clusters Score -1988330 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1988458.875000 Penalty: 4842.114258
	Iteration 15Q: 3 clusters Score -1988459 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1988572.375000 Penalty: 4842.114258
	Iteration 16Q: 3 clusters Score -1988572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1988645.500000 Penalty: 4842.114258
	Iteration 17Q: 3 clusters Score -1988646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1988687.000000 Penalty: 4842.114258
	Iteration 18Q: 3 clusters Score -1988687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1988715.375000 Penalty: 4842.114258
	Iteration 19Q: 3 clusters Score -1988715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1988736.500000 Penalty: 4842.114258
	Iteration 20F: 3 clusters Score -1988736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1988758.375000 Penalty: 4842.114258
	Iteration 21Q: 3 clusters Score -1988758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1988774.625000 Penalty: 4842.114258
	Iteration 22Q: 3 clusters Score -1988775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1988785.875000 Penalty: 4842.114258
	Iteration 23Q: 3 clusters Score -1988786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1988796.750000 Penalty: 4842.114258
	Iteration 24Q: 3 clusters Score -1988797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1988806.250000 Penalty: 4842.114258
	Iteration 25Q: 3 clusters Score -1988806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1988815.750000 Penalty: 4842.114258
	Iteration 26Q: 3 clusters Score -1988816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1988832.125000 Penalty: 4842.114258
	Iteration 27Q: 3 clusters Score -1988832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1988845.750000 Penalty: 4842.114258
	Iteration 28Q: 3 clusters Score -1988846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1988855.500000 Penalty: 4842.114258
	Iteration 29Q: 3 clusters Score -1988856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1988862.875000 Penalty: 4842.114258
	Iteration 30Q: 3 clusters Score -1988863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1988870.125000 Penalty: 4842.114258
	Iteration 31Q: 3 clusters Score -1988870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1988875.625000 Penalty: 4842.114258
	Iteration 32Q: 3 clusters Score -1988876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1988875.875000 Penalty: 4842.114258
	Iteration 33Q: 3 clusters Score -1988876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1988880.250000 Penalty: 4842.114258
	Iteration 34Q: 3 clusters Score -1988880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1988878.500000 Penalty: 4842.114258
	Iteration 35Q: 3 clusters Score -1988878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1988881.500000 Penalty: 4842.114258
	Iteration 36Q: 3 clusters Score -1988882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1988883.625000 Penalty: 4842.114258
	Iteration 37Q: 3 clusters Score -1988884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1988882.875000 Penalty: 4842.114258
	Iteration 38Q: 3 clusters Score -1988883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1988885.500000 Penalty: 4842.114258
	Iteration 39Q: 3 clusters Score -1988886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1988890.375000 Penalty: 4842.114258
	Iteration 40F: 3 clusters Score -1988890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1988893.125000 Penalty: 4842.114258
	Iteration 41Q: 3 clusters Score -1988893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1988893.375000 Penalty: 4842.114258
	Iteration 42Q: 3 clusters Score -1988893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1988897.250000 Penalty: 4842.114258
	Iteration 43Q: 3 clusters Score -1988897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1988897.250000 Penalty: 4842.114258
	Iteration 44Q: 3 clusters Score -1988897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1988901.875000 Penalty: 4842.114258
	Iteration 45Q: 3 clusters Score -1988902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1988900.875000 Penalty: 4842.114258
	Iteration 46Q: 3 clusters Score -1988901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1988900.625000 Penalty: 4842.114258
	Iteration 47Q: 3 clusters Score -1988901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1988901.875000 Penalty: 4842.114258
	Iteration 48Q: 3 clusters Score -1988902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1988901.875000 Penalty: 4842.114258
	Iteration 49F: 3 clusters Score -1988902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Entering Unmasked Estep 
Score: -19670276.000000 Penalty: 2978.181885
	Iteration 0F: 2 clusters Score -1.967028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -19561414.000000 Penalty: 5956.363770
	Iteration 0F: 3 clusters Score -1.956141e+07 nChanged 78789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -19607832.000000 Penalty: 5956.363770
	Iteration 1F: 3 clusters Score -1.960783e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -19609110.000000 Penalty: 5956.363770
	Iteration 2Q: 3 clusters Score -1.960911e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -19611060.000000 Penalty: 5956.363770
	Iteration 3Q: 3 clusters Score -1.961106e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -19613288.000000 Penalty: 5956.363770
	Iteration 4Q: 3 clusters Score -1.961329e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -19616580.000000 Penalty: 5956.363770
	Iteration 5Q: 3 clusters Score -1.961658e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -19620282.000000 Penalty: 5956.363770
	Iteration 6F: 3 clusters Score -1.962028e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -19624956.000000 Penalty: 5956.363770
	Iteration 7F: 3 clusters Score -1.962496e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -19629920.000000 Penalty: 5956.363770
	Iteration 8F: 3 clusters Score -1.962992e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -19635166.000000 Penalty: 5956.363770
	Iteration 9F: 3 clusters Score -1.963517e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90051 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -19640042.000000 Penalty: 5956.363770
	Iteration 10F: 3 clusters Score -1.964004e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -19644372.000000 Penalty: 5956.363770
	Iteration 11Q: 3 clusters Score -1.964437e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -19648362.000000 Penalty: 5956.363770
	Iteration 12Q: 3 clusters Score -1.964836e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -19651154.000000 Penalty: 5956.363770
	Iteration 13Q: 3 clusters Score -1.965115e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -19652950.000000 Penalty: 5956.363770
	Iteration 14Q: 3 clusters Score -1.965295e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -19654168.000000 Penalty: 5956.363770
	Iteration 15Q: 3 clusters Score -1.965417e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -19655238.000000 Penalty: 5956.363770
	Iteration 16Q: 3 clusters Score -1.965524e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -19656312.000000 Penalty: 5956.363770
	Iteration 17Q: 3 clusters Score -1.965631e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -19657234.000000 Penalty: 5956.363770
	Iteration 18Q: 3 clusters Score -1.965723e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -19657914.000000 Penalty: 5956.363770
	Iteration 19Q: 3 clusters Score -1.965791e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97639 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -19658488.000000 Penalty: 5956.363770
	Iteration 20F: 3 clusters Score -1.965849e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -19658962.000000 Penalty: 5956.363770
	Iteration 21Q: 3 clusters Score -1.965896e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -19659248.000000 Penalty: 5956.363770
	Iteration 22Q: 3 clusters Score -1.965925e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99931 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -19659534.000000 Penalty: 5956.363770
	Iteration 23Q: 3 clusters Score -1.965953e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -19659710.000000 Penalty: 5956.363770
	Iteration 24Q: 3 clusters Score -1.965971e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -19659754.000000 Penalty: 5956.363770
	Iteration 25Q: 3 clusters Score -1.965975e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -19659874.000000 Penalty: 5956.363770
	Iteration 26Q: 3 clusters Score -1.965987e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -19659948.000000 Penalty: 5956.363770
	Iteration 27Q: 3 clusters Score -1.965995e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -19659988.000000 Penalty: 5956.363770
	Iteration 28Q: 3 clusters Score -1.965999e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -19660016.000000 Penalty: 5956.363770
	Iteration 29Q: 3 clusters Score -1.966002e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -19660108.000000 Penalty: 5956.363770
	Iteration 30Q: 3 clusters Score -1.966011e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -19660184.000000 Penalty: 5956.363770
	Iteration 31Q: 3 clusters Score -1.966018e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -19660206.000000 Penalty: 5956.363770
	Iteration 32Q: 3 clusters Score -1.966021e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -19660234.000000 Penalty: 5956.363770
	Iteration 33Q: 3 clusters Score -1.966023e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -19660298.000000 Penalty: 5956.363770
	Iteration 34Q: 3 clusters Score -1.96603e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -19660278.000000 Penalty: 5956.363770
	Iteration 35Q: 3 clusters Score -1.966028e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -19660384.000000 Penalty: 5956.363770
	Iteration 36Q: 3 clusters Score -1.966038e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108632 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -19660466.000000 Penalty: 5956.363770
	Iteration 37Q: 3 clusters Score -1.966047e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -19660518.000000 Penalty: 5956.363770
	Iteration 38Q: 3 clusters Score -1.966052e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -19660568.000000 Penalty: 5956.363770
	Iteration 39Q: 3 clusters Score -1.966057e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -19660694.000000 Penalty: 5956.363770
	Iteration 40F: 3 clusters Score -1.966069e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -19660776.000000 Penalty: 5956.363770
	Iteration 41Q: 3 clusters Score -1.966078e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -19660882.000000 Penalty: 5956.363770
	Iteration 42Q: 3 clusters Score -1.966088e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -19660992.000000 Penalty: 5956.363770
	Iteration 43Q: 3 clusters Score -1.966099e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -19661076.000000 Penalty: 5956.363770
	Iteration 44Q: 3 clusters Score -1.966108e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -19661138.000000 Penalty: 5956.363770
	Iteration 45Q: 3 clusters Score -1.966114e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115802 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -19661258.000000 Penalty: 5956.363770
	Iteration 46Q: 3 clusters Score -1.966126e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116612 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -19661366.000000 Penalty: 5956.363770
	Iteration 47Q: 3 clusters Score -1.966137e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -19661440.000000 Penalty: 5956.363770
	Iteration 48Q: 3 clusters Score -1.966144e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -19661516.000000 Penalty: 5956.363770
	Iteration 49Q: 3 clusters Score -1.966152e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -19661682.000000 Penalty: 5956.363770
	Iteration 50Q: 3 clusters Score -1.966168e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119914 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -19661788.000000 Penalty: 5956.363770
	Iteration 51Q: 3 clusters Score -1.966179e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -19661904.000000 Penalty: 5956.363770
	Iteration 52Q: 3 clusters Score -1.96619e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121495 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -19662096.000000 Penalty: 5956.363770
	Iteration 53Q: 3 clusters Score -1.96621e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -19662178.000000 Penalty: 5956.363770
	Iteration 54Q: 3 clusters Score -1.966218e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123064 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -19662266.000000 Penalty: 5956.363770
	Iteration 55Q: 3 clusters Score -1.966227e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -19662326.000000 Penalty: 5956.363770
	Iteration 56Q: 3 clusters Score -1.966233e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -19662412.000000 Penalty: 5956.363770
	Iteration 57Q: 3 clusters Score -1.966241e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -19662510.000000 Penalty: 5956.363770
	Iteration 58Q: 3 clusters Score -1.966251e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126085 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -19662584.000000 Penalty: 5956.363770
	Iteration 59Q: 3 clusters Score -1.966258e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -19662632.000000 Penalty: 5956.363770
	Iteration 60F: 3 clusters Score -1.966263e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -19662674.000000 Penalty: 5956.363770
	Iteration 61Q: 3 clusters Score -1.966267e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -19662826.000000 Penalty: 5956.363770
	Iteration 62Q: 3 clusters Score -1.966283e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -19662904.000000 Penalty: 5956.363770
	Iteration 63Q: 3 clusters Score -1.96629e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -19663002.000000 Penalty: 5956.363770
	Iteration 64Q: 3 clusters Score -1.9663e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130610 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -19663144.000000 Penalty: 5956.363770
	Iteration 65Q: 3 clusters Score -1.966314e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131436 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -19663290.000000 Penalty: 5956.363770
	Iteration 66Q: 3 clusters Score -1.966329e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132223 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -19663354.000000 Penalty: 5956.363770
	Iteration 67Q: 3 clusters Score -1.966335e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132999 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -19663430.000000 Penalty: 5956.363770
	Iteration 68Q: 3 clusters Score -1.966343e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -19663570.000000 Penalty: 5956.363770
	Iteration 69Q: 3 clusters Score -1.966357e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134669 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -19663660.000000 Penalty: 5956.363770
	Iteration 70Q: 3 clusters Score -1.966366e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -19663810.000000 Penalty: 5956.363770
	Iteration 71Q: 3 clusters Score -1.966381e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -19663924.000000 Penalty: 5956.363770
	Iteration 72Q: 3 clusters Score -1.966392e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -19664058.000000 Penalty: 5956.363770
	Iteration 73Q: 3 clusters Score -1.966406e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137961 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -19664132.000000 Penalty: 5956.363770
	Iteration 74Q: 3 clusters Score -1.966413e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138810 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -19664216.000000 Penalty: 5956.363770
	Iteration 75Q: 3 clusters Score -1.966422e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -19664396.000000 Penalty: 5956.363770
	Iteration 76Q: 3 clusters Score -1.96644e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140537 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -19664496.000000 Penalty: 5956.363770
	Iteration 77Q: 3 clusters Score -1.96645e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141398 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -19664672.000000 Penalty: 5956.363770
	Iteration 78Q: 3 clusters Score -1.966467e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142288 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -19664950.000000 Penalty: 5956.363770
	Iteration 79Q: 3 clusters Score -1.966495e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -19665166.000000 Penalty: 5956.363770
	Iteration 80F: 3 clusters Score -1.966517e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -19665338.000000 Penalty: 5956.363770
	Iteration 81Q: 3 clusters Score -1.966534e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -19665484.000000 Penalty: 5956.363770
	Iteration 82Q: 3 clusters Score -1.966548e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -19665706.000000 Penalty: 5956.363770
	Iteration 83Q: 3 clusters Score -1.966571e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -19665914.000000 Penalty: 5956.363770
	Iteration 84Q: 3 clusters Score -1.966591e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147705 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -19666128.000000 Penalty: 5956.363770
	Iteration 85Q: 3 clusters Score -1.966613e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148597 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -19666326.000000 Penalty: 5956.363770
	Iteration 86Q: 3 clusters Score -1.966633e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -19666518.000000 Penalty: 5956.363770
	Iteration 87Q: 3 clusters Score -1.966652e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150277 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -19666622.000000 Penalty: 5956.363770
	Iteration 88Q: 3 clusters Score -1.966662e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -19666800.000000 Penalty: 5956.363770
	Iteration 89Q: 3 clusters Score -1.96668e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151869 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -19666954.000000 Penalty: 5956.363770
	Iteration 90Q: 3 clusters Score -1.966695e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152590 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -19667124.000000 Penalty: 5956.363770
	Iteration 91Q: 3 clusters Score -1.966712e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153243 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -19667318.000000 Penalty: 5956.363770
	Iteration 92Q: 3 clusters Score -1.966732e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -19667402.000000 Penalty: 5956.363770
	Iteration 93Q: 3 clusters Score -1.96674e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -19667520.000000 Penalty: 5956.363770
	Iteration 94Q: 3 clusters Score -1.966752e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -19667600.000000 Penalty: 5956.363770
	Iteration 95Q: 3 clusters Score -1.96676e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -19667670.000000 Penalty: 5956.363770
	Iteration 96Q: 3 clusters Score -1.966767e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -19667700.000000 Penalty: 5956.363770
	Iteration 97Q: 3 clusters Score -1.96677e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -19667736.000000 Penalty: 5956.363770
	Iteration 98Q: 3 clusters Score -1.966774e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156759 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -19667742.000000 Penalty: 5956.363770
	Iteration 99Q: 3 clusters Score -1.966774e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -19667760.000000 Penalty: 5956.363770
	Iteration 100F: 3 clusters Score -1.966776e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -19667812.000000 Penalty: 5956.363770
	Iteration 101Q: 3 clusters Score -1.966781e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157792 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -19667804.000000 Penalty: 5956.363770
	Iteration 102Q: 3 clusters Score -1.96678e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -19667834.000000 Penalty: 5956.363770
	Iteration 103Q: 3 clusters Score -1.966783e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -19667820.000000 Penalty: 5956.363770
	Iteration 104Q: 3 clusters Score -1.966782e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158620 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -19667854.000000 Penalty: 5956.363770
	Iteration 105Q: 3 clusters Score -1.966785e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158847 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -19667912.000000 Penalty: 5956.363770
	Iteration 106Q: 3 clusters Score -1.966791e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -19667908.000000 Penalty: 5956.363770
	Iteration 107Q: 3 clusters Score -1.966791e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -19667872.000000 Penalty: 5956.363770
	Iteration 108Q: 3 clusters Score -1.966787e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -19667920.000000 Penalty: 5956.363770
	Iteration 109Q: 3 clusters Score -1.966792e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -19667906.000000 Penalty: 5956.363770
	Iteration 110Q: 3 clusters Score -1.966791e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -19667910.000000 Penalty: 5956.363770
	Iteration 111Q: 3 clusters Score -1.966791e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -19667872.000000 Penalty: 5956.363770
	Iteration 112Q: 3 clusters Score -1.966787e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -19667872.000000 Penalty: 5956.363770
	Iteration 113Q: 3 clusters Score -1.966787e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160050 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -19667878.000000 Penalty: 5956.363770
	Iteration 114Q: 3 clusters Score -1.966788e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -19667862.000000 Penalty: 5956.363770
	Iteration 115Q: 3 clusters Score -1.966786e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -19667824.000000 Penalty: 5956.363770
	Iteration 116Q: 3 clusters Score -1.966782e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160386 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -19667820.000000 Penalty: 5956.363770
	Iteration 117Q: 3 clusters Score -1.966782e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -19667822.000000 Penalty: 5956.363770
	Iteration 118Q: 3 clusters Score -1.966782e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160622 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -19667846.000000 Penalty: 5956.363770
	Iteration 119Q: 3 clusters Score -1.966785e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160731 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -19667852.000000 Penalty: 5956.363770
	Iteration 120F: 3 clusters Score -1.966785e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -19667874.000000 Penalty: 5956.363770
	Iteration 121Q: 3 clusters Score -1.966787e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160899 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -19667876.000000 Penalty: 5956.363770
	Iteration 122Q: 3 clusters Score -1.966788e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -19667906.000000 Penalty: 5956.363770
	Iteration 123Q: 3 clusters Score -1.966791e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161057 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -19667922.000000 Penalty: 5956.363770
	Iteration 124Q: 3 clusters Score -1.966792e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -19667946.000000 Penalty: 5956.363770
	Iteration 125Q: 3 clusters Score -1.966795e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161216 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -19667968.000000 Penalty: 5956.363770
	Iteration 126Q: 3 clusters Score -1.966797e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161287 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -19667966.000000 Penalty: 5956.363770
	Iteration 127Q: 3 clusters Score -1.966797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161355 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19667990.000000 Penalty: 5956.363770
	Iteration 128Q: 3 clusters Score -1.966799e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -19668020.000000 Penalty: 5956.363770
	Iteration 129Q: 3 clusters Score -1.966802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161469 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -19668034.000000 Penalty: 5956.363770
	Iteration 130Q: 3 clusters Score -1.966803e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19668034.000000 Penalty: 5956.363770
	Iteration 131Q: 3 clusters Score -1.966803e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161551 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19668034.000000 Penalty: 5956.363770
	Iteration 132Q: 3 clusters Score -1.966803e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161583 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -19668074.000000 Penalty: 5956.363770
	Iteration 133Q: 3 clusters Score -1.966807e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161615 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -19668058.000000 Penalty: 5956.363770
	Iteration 134Q: 3 clusters Score -1.966806e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -19668066.000000 Penalty: 5956.363770
	Iteration 135Q: 3 clusters Score -1.966807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19668088.000000 Penalty: 5956.363770
	Iteration 136Q: 3 clusters Score -1.966809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -19668100.000000 Penalty: 5956.363770
	Iteration 137Q: 3 clusters Score -1.96681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -19668100.000000 Penalty: 5956.363770
	Iteration 138Q: 3 clusters Score -1.96681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161738 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19668112.000000 Penalty: 5956.363770
	Iteration 139Q: 3 clusters Score -1.966811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161754 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -19668114.000000 Penalty: 5956.363770
	Iteration 140F: 3 clusters Score -1.966811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -19668118.000000 Penalty: 5956.363770
	Iteration 141Q: 3 clusters Score -1.966812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -19668100.000000 Penalty: 5956.363770
	Iteration 142Q: 3 clusters Score -1.96681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19668090.000000 Penalty: 5956.363770
	Iteration 143Q: 3 clusters Score -1.966809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161828 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -19668100.000000 Penalty: 5956.363770
	Iteration 144Q: 3 clusters Score -1.96681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161841 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -19668102.000000 Penalty: 5956.363770
	Iteration 145Q: 3 clusters Score -1.96681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -19668108.000000 Penalty: 5956.363770
	Iteration 146Q: 3 clusters Score -1.966811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19668112.000000 Penalty: 5956.363770
	Iteration 147Q: 3 clusters Score -1.966811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161868 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19668130.000000 Penalty: 5956.363770
	Iteration 148Q: 3 clusters Score -1.966813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161874 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19668118.000000 Penalty: 5956.363770
	Iteration 149Q: 3 clusters Score -1.966812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -19668134.000000 Penalty: 5956.363770
	Iteration 150Q: 3 clusters Score -1.966813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161886 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -19668150.000000 Penalty: 5956.363770
	Iteration 151Q: 3 clusters Score -1.966815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161890 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -19668152.000000 Penalty: 5956.363770
	Iteration 152Q: 3 clusters Score -1.966815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161893 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -19668156.000000 Penalty: 5956.363770
	Iteration 153Q: 3 clusters Score -1.966816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161900 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -19668160.000000 Penalty: 5956.363770
	Iteration 154Q: 3 clusters Score -1.966816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161904 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -19668158.000000 Penalty: 5956.363770
	Iteration 155Q: 3 clusters Score -1.966816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -19668148.000000 Penalty: 5956.363770
	Iteration 156Q: 3 clusters Score -1.966815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -19668148.000000 Penalty: 5956.363770
	Iteration 157F: 3 clusters Score -1.966815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Entering Unmasked Estep 
Score: -20347962.000000 Penalty: 2986.282715
	Iteration 0F: 2 clusters Score -2.034796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -20235724.000000 Penalty: 5972.565430
	Iteration 0F: 3 clusters Score -2.023572e+07 nChanged 81354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -20283636.000000 Penalty: 5972.565430
	Iteration 1F: 3 clusters Score -2.028364e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -20285270.000000 Penalty: 5972.565430
	Iteration 2Q: 3 clusters Score -2.028527e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -20287840.000000 Penalty: 5972.565430
	Iteration 3Q: 3 clusters Score -2.028784e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -20292314.000000 Penalty: 5972.565430
	Iteration 4F: 3 clusters Score -2.029231e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112110 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -20299070.000000 Penalty: 5972.565430
	Iteration 5F: 3 clusters Score -2.029907e+07 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123648 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -20308602.000000 Penalty: 5972.565430
	Iteration 6F: 3 clusters Score -2.03086e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -20319296.000000 Penalty: 5972.565430
	Iteration 7F: 3 clusters Score -2.03193e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146154 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -20328544.000000 Penalty: 5972.565430
	Iteration 8F: 3 clusters Score -2.032854e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154163 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -20335256.000000 Penalty: 5972.565430
	Iteration 9Q: 3 clusters Score -2.033526e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -20339744.000000 Penalty: 5972.565430
	Iteration 10Q: 3 clusters Score -2.033974e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -20342548.000000 Penalty: 5972.565430
	Iteration 11Q: 3 clusters Score -2.034255e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -20344062.000000 Penalty: 5972.565430
	Iteration 12Q: 3 clusters Score -2.034406e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20344914.000000 Penalty: 5972.565430
	Iteration 13Q: 3 clusters Score -2.034491e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20345254.000000 Penalty: 5972.565430
	Iteration 14Q: 3 clusters Score -2.034525e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20345422.000000 Penalty: 5972.565430
	Iteration 15Q: 3 clusters Score -2.034542e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -20345546.000000 Penalty: 5972.565430
	Iteration 16Q: 3 clusters Score -2.034555e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -20345600.000000 Penalty: 5972.565430
	Iteration 17Q: 3 clusters Score -2.03456e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20345700.000000 Penalty: 5972.565430
	Iteration 18Q: 3 clusters Score -2.03457e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -20345808.000000 Penalty: 5972.565430
	Iteration 19Q: 3 clusters Score -2.034581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -20345852.000000 Penalty: 5972.565430
	Iteration 20F: 3 clusters Score -2.034585e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -20345916.000000 Penalty: 5972.565430
	Iteration 21Q: 3 clusters Score -2.034592e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168995 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20346024.000000 Penalty: 5972.565430
	Iteration 22Q: 3 clusters Score -2.034602e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20346102.000000 Penalty: 5972.565430
	Iteration 23Q: 3 clusters Score -2.03461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20346154.000000 Penalty: 5972.565430
	Iteration 24Q: 3 clusters Score -2.034615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20346182.000000 Penalty: 5972.565430
	Iteration 25Q: 3 clusters Score -2.034618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168946 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20346200.000000 Penalty: 5972.565430
	Iteration 26Q: 3 clusters Score -2.03462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168932 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20346232.000000 Penalty: 5972.565430
	Iteration 27Q: 3 clusters Score -2.034623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168911 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -20346248.000000 Penalty: 5972.565430
	Iteration 28Q: 3 clusters Score -2.034625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168898 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20346270.000000 Penalty: 5972.565430
	Iteration 29Q: 3 clusters Score -2.034627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -20346294.000000 Penalty: 5972.565430
	Iteration 30Q: 3 clusters Score -2.034629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168871 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20346316.000000 Penalty: 5972.565430
	Iteration 31Q: 3 clusters Score -2.034632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20346346.000000 Penalty: 5972.565430
	Iteration 32Q: 3 clusters Score -2.034635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168853 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -20346342.000000 Penalty: 5972.565430
	Iteration 33Q: 3 clusters Score -2.034634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -20346358.000000 Penalty: 5972.565430
	Iteration 34Q: 3 clusters Score -2.034636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168831 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20346368.000000 Penalty: 5972.565430
	Iteration 35Q: 3 clusters Score -2.034637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20346380.000000 Penalty: 5972.565430
	Iteration 36Q: 3 clusters Score -2.034638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20346380.000000 Penalty: 5972.565430
	Iteration 37Q: 3 clusters Score -2.034638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -20346376.000000 Penalty: 5972.565430
	Iteration 38Q: 3 clusters Score -2.034638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -20346366.000000 Penalty: 5972.565430
	Iteration 39Q: 3 clusters Score -2.034637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20346382.000000 Penalty: 5972.565430
	Iteration 40F: 3 clusters Score -2.034638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -20346376.000000 Penalty: 5972.565430
	Iteration 41Q: 3 clusters Score -2.034638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -20346380.000000 Penalty: 5972.565430
	Iteration 42Q: 3 clusters Score -2.034638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -20346394.000000 Penalty: 5972.565430
	Iteration 43Q: 3 clusters Score -2.034639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168809 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -20346404.000000 Penalty: 5972.565430
	Iteration 44Q: 3 clusters Score -2.03464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168806 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20346412.000000 Penalty: 5972.565430
	Iteration 45Q: 3 clusters Score -2.034641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168801 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -20346392.000000 Penalty: 5972.565430
	Iteration 46Q: 3 clusters Score -2.034639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20346400.000000 Penalty: 5972.565430
	Iteration 47Q: 3 clusters Score -2.03464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20346394.000000 Penalty: 5972.565430
	Iteration 48Q: 3 clusters Score -2.034639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168797 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20346390.000000 Penalty: 5972.565430
	Iteration 49Q: 3 clusters Score -2.034639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20346398.000000 Penalty: 5972.565430
	Iteration 50Q: 3 clusters Score -2.03464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20346398.000000 Penalty: 5972.565430
	Iteration 51F: 3 clusters Score -2.03464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Entering Unmasked Estep 
Score: -11450669.000000 Penalty: 2845.752441
	Iteration 0F: 2 clusters Score -1.145067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -11386257.000000 Penalty: 5691.504883
	Iteration 0F: 3 clusters Score -1.138626e+07 nChanged 45536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -11412555.000000 Penalty: 5691.504883
	Iteration 1F: 3 clusters Score -1.141256e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -11413514.000000 Penalty: 5691.504883
	Iteration 2Q: 3 clusters Score -1.141351e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -11414793.000000 Penalty: 5691.504883
	Iteration 3Q: 3 clusters Score -1.141479e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -11416563.000000 Penalty: 5691.504883
	Iteration 4Q: 3 clusters Score -1.141656e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -11419168.000000 Penalty: 5691.504883
	Iteration 5Q: 3 clusters Score -1.141917e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -11422727.000000 Penalty: 5691.504883
	Iteration 6F: 3 clusters Score -1.142273e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -11427417.000000 Penalty: 5691.504883
	Iteration 7F: 3 clusters Score -1.142742e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -11432477.000000 Penalty: 5691.504883
	Iteration 8F: 3 clusters Score -1.143248e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -11437159.000000 Penalty: 5691.504883
	Iteration 9F: 3 clusters Score -1.143716e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -11440889.000000 Penalty: 5691.504883
	Iteration 10Q: 3 clusters Score -1.144089e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -11443587.000000 Penalty: 5691.504883
	Iteration 11Q: 3 clusters Score -1.144359e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -11445394.000000 Penalty: 5691.504883
	Iteration 12Q: 3 clusters Score -1.144539e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11446540.000000 Penalty: 5691.504883
	Iteration 13Q: 3 clusters Score -1.144654e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -11447280.000000 Penalty: 5691.504883
	Iteration 14Q: 3 clusters Score -1.144728e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11447815.000000 Penalty: 5691.504883
	Iteration 15Q: 3 clusters Score -1.144782e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11448105.000000 Penalty: 5691.504883
	Iteration 16Q: 3 clusters Score -1.14481e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11448287.000000 Penalty: 5691.504883
	Iteration 17Q: 3 clusters Score -1.144829e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11448372.000000 Penalty: 5691.504883
	Iteration 18Q: 3 clusters Score -1.144837e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11448410.000000 Penalty: 5691.504883
	Iteration 19Q: 3 clusters Score -1.144841e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11448446.000000 Penalty: 5691.504883
	Iteration 20F: 3 clusters Score -1.144845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11448463.000000 Penalty: 5691.504883
	Iteration 21Q: 3 clusters Score -1.144846e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11448473.000000 Penalty: 5691.504883
	Iteration 22Q: 3 clusters Score -1.144847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11448478.000000 Penalty: 5691.504883
	Iteration 23Q: 3 clusters Score -1.144848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11448494.000000 Penalty: 5691.504883
	Iteration 24Q: 3 clusters Score -1.144849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11448502.000000 Penalty: 5691.504883
	Iteration 25Q: 3 clusters Score -1.14485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11448517.000000 Penalty: 5691.504883
	Iteration 26Q: 3 clusters Score -1.144852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11448520.000000 Penalty: 5691.504883
	Iteration 27Q: 3 clusters Score -1.144852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11448529.000000 Penalty: 5691.504883
	Iteration 28Q: 3 clusters Score -1.144853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11448532.000000 Penalty: 5691.504883
	Iteration 29Q: 3 clusters Score -1.144853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95029 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11448521.000000 Penalty: 5691.504883
	Iteration 30Q: 3 clusters Score -1.144852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11448521.000000 Penalty: 5691.504883
	Iteration 31Q: 3 clusters Score -1.144852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11448532.000000 Penalty: 5691.504883
	Iteration 32Q: 3 clusters Score -1.144853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11448542.000000 Penalty: 5691.504883
	Iteration 33Q: 3 clusters Score -1.144854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11448549.000000 Penalty: 5691.504883
	Iteration 34Q: 3 clusters Score -1.144855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11448550.000000 Penalty: 5691.504883
	Iteration 35Q: 3 clusters Score -1.144855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11448542.000000 Penalty: 5691.504883
	Iteration 36Q: 3 clusters Score -1.144854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11448552.000000 Penalty: 5691.504883
	Iteration 37Q: 3 clusters Score -1.144855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11448559.000000 Penalty: 5691.504883
	Iteration 38Q: 3 clusters Score -1.144856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11448560.000000 Penalty: 5691.504883
	Iteration 39Q: 3 clusters Score -1.144856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11448560.000000 Penalty: 5691.504883
	Iteration 40F: 3 clusters Score -1.144856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11448562.000000 Penalty: 5691.504883
	Iteration 41Q: 3 clusters Score -1.144856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11448566.000000 Penalty: 5691.504883
	Iteration 42Q: 3 clusters Score -1.144857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11448562.000000 Penalty: 5691.504883
	Iteration 43Q: 3 clusters Score -1.144856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11448562.000000 Penalty: 5691.504883
	Iteration 44Q: 3 clusters Score -1.144856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11448564.000000 Penalty: 5691.504883
	Iteration 45Q: 3 clusters Score -1.144856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11448563.000000 Penalty: 5691.504883
	Iteration 46Q: 3 clusters Score -1.144856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11448561.000000 Penalty: 5691.504883
	Iteration 47Q: 3 clusters Score -1.144856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11448556.000000 Penalty: 5691.504883
	Iteration 48Q: 3 clusters Score -1.144856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11448552.000000 Penalty: 5691.504883
	Iteration 49Q: 3 clusters Score -1.144855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11448548.000000 Penalty: 5691.504883
	Iteration 50Q: 3 clusters Score -1.144855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11448549.000000 Penalty: 5691.504883
	Iteration 51Q: 3 clusters Score -1.144855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11448541.000000 Penalty: 5691.504883
	Iteration 52Q: 3 clusters Score -1.144854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11448556.000000 Penalty: 5691.504883
	Iteration 53Q: 3 clusters Score -1.144856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11448553.000000 Penalty: 5691.504883
	Iteration 54Q: 3 clusters Score -1.144855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11448551.000000 Penalty: 5691.504883
	Iteration 55Q: 3 clusters Score -1.144855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11448563.000000 Penalty: 5691.504883
	Iteration 56Q: 3 clusters Score -1.144856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11448560.000000 Penalty: 5691.504883
	Iteration 57Q: 3 clusters Score -1.144856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11448565.000000 Penalty: 5691.504883
	Iteration 58Q: 3 clusters Score -1.144856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11448553.000000 Penalty: 5691.504883
	Iteration 59Q: 3 clusters Score -1.144855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11448558.000000 Penalty: 5691.504883
	Iteration 60F: 3 clusters Score -1.144856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11448567.000000 Penalty: 5691.504883
	Iteration 61Q: 3 clusters Score -1.144857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11448576.000000 Penalty: 5691.504883
	Iteration 62Q: 3 clusters Score -1.144858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11448574.000000 Penalty: 5691.504883
	Iteration 63Q: 3 clusters Score -1.144857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11448576.000000 Penalty: 5691.504883
	Iteration 64Q: 3 clusters Score -1.144858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11448574.000000 Penalty: 5691.504883
	Iteration 65Q: 3 clusters Score -1.144857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11448576.000000 Penalty: 5691.504883
	Iteration 66Q: 3 clusters Score -1.144858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11448571.000000 Penalty: 5691.504883
	Iteration 67Q: 3 clusters Score -1.144857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11448577.000000 Penalty: 5691.504883
	Iteration 68Q: 3 clusters Score -1.144858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11448586.000000 Penalty: 5691.504883
	Iteration 69Q: 3 clusters Score -1.144859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11448578.000000 Penalty: 5691.504883
	Iteration 70Q: 3 clusters Score -1.144858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11448576.000000 Penalty: 5691.504883
	Iteration 71Q: 3 clusters Score -1.144858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11448583.000000 Penalty: 5691.504883
	Iteration 72Q: 3 clusters Score -1.144858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11448583.000000 Penalty: 5691.504883
	Iteration 73Q: 3 clusters Score -1.144858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11448583.000000 Penalty: 5691.504883
	Iteration 74Q: 3 clusters Score -1.144858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11448578.000000 Penalty: 5691.504883
	Iteration 75Q: 3 clusters Score -1.144858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11448578.000000 Penalty: 5691.504883
	Iteration 76F: 3 clusters Score -1.144858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Entering Unmasked Estep 
Score: -5486531.500000 Penalty: 2666.801514
	Iteration 0F: 2 clusters Score -5486532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5455194.000000 Penalty: 5333.603027
	Iteration 0F: 3 clusters Score -5455194 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5466701.500000 Penalty: 5333.603027
	Iteration 1F: 3 clusters Score -5466702 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5467269.000000 Penalty: 5333.603027
	Iteration 2Q: 3 clusters Score -5467269 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -5467734.500000 Penalty: 5333.603027
	Iteration 3Q: 3 clusters Score -5467734 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5468171.000000 Penalty: 5333.603027
	Iteration 4Q: 3 clusters Score -5468171 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5468629.000000 Penalty: 5333.603027
	Iteration 5Q: 3 clusters Score -5468629 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5469129.500000 Penalty: 5333.603027
	Iteration 6Q: 3 clusters Score -5469130 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5469718.500000 Penalty: 5333.603027
	Iteration 7Q: 3 clusters Score -5469718 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5470564.500000 Penalty: 5333.603027
	Iteration 8Q: 3 clusters Score -5470564 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -5471578.500000 Penalty: 5333.603027
	Iteration 9Q: 3 clusters Score -5471578 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5472718.000000 Penalty: 5333.603027
	Iteration 10Q: 3 clusters Score -5472718 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -5473865.000000 Penalty: 5333.603027
	Iteration 11Q: 3 clusters Score -5473865 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -5474780.500000 Penalty: 5333.603027
	Iteration 12Q: 3 clusters Score -5474780 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5475534.500000 Penalty: 5333.603027
	Iteration 13Q: 3 clusters Score -5475534 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5476045.500000 Penalty: 5333.603027
	Iteration 14Q: 3 clusters Score -5476046 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -5476448.000000 Penalty: 5333.603027
	Iteration 15Q: 3 clusters Score -5476448 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -5476736.500000 Penalty: 5333.603027
	Iteration 16Q: 3 clusters Score -5476736 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5476958.000000 Penalty: 5333.603027
	Iteration 17Q: 3 clusters Score -5476958 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -5477160.500000 Penalty: 5333.603027
	Iteration 18Q: 3 clusters Score -5477160 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -5477305.000000 Penalty: 5333.603027
	Iteration 19Q: 3 clusters Score -5477305 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -5477453.500000 Penalty: 5333.603027
	Iteration 20F: 3 clusters Score -5477454 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5477618.500000 Penalty: 5333.603027
	Iteration 21Q: 3 clusters Score -5477618 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -5477705.000000 Penalty: 5333.603027
	Iteration 22Q: 3 clusters Score -5477705 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -5477822.000000 Penalty: 5333.603027
	Iteration 23Q: 3 clusters Score -5477822 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -5477966.000000 Penalty: 5333.603027
	Iteration 24Q: 3 clusters Score -5477966 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -5478092.500000 Penalty: 5333.603027
	Iteration 25Q: 3 clusters Score -5478092 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -5478207.500000 Penalty: 5333.603027
	Iteration 26Q: 3 clusters Score -5478208 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5478351.000000 Penalty: 5333.603027
	Iteration 27Q: 3 clusters Score -5478351 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5478513.500000 Penalty: 5333.603027
	Iteration 28Q: 3 clusters Score -5478514 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -5478692.500000 Penalty: 5333.603027
	Iteration 29Q: 3 clusters Score -5478692 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -5478961.000000 Penalty: 5333.603027
	Iteration 30Q: 3 clusters Score -5478961 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -5479295.500000 Penalty: 5333.603027
	Iteration 31Q: 3 clusters Score -5479296 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5479676.500000 Penalty: 5333.603027
	Iteration 32Q: 3 clusters Score -5479676 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5480090.500000 Penalty: 5333.603027
	Iteration 33Q: 3 clusters Score -5480090 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5480483.000000 Penalty: 5333.603027
	Iteration 34Q: 3 clusters Score -5480483 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5480890.500000 Penalty: 5333.603027
	Iteration 35Q: 3 clusters Score -5480890 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5481174.500000 Penalty: 5333.603027
	Iteration 36Q: 3 clusters Score -5481174 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -5481360.500000 Penalty: 5333.603027
	Iteration 37Q: 3 clusters Score -5481360 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5481536.000000 Penalty: 5333.603027
	Iteration 38Q: 3 clusters Score -5481536 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5481666.500000 Penalty: 5333.603027
	Iteration 39Q: 3 clusters Score -5481666 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5481797.500000 Penalty: 5333.603027
	Iteration 40F: 3 clusters Score -5481798 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -5481933.500000 Penalty: 5333.603027
	Iteration 41Q: 3 clusters Score -5481934 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -5482033.000000 Penalty: 5333.603027
	Iteration 42Q: 3 clusters Score -5482033 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5482146.500000 Penalty: 5333.603027
	Iteration 43Q: 3 clusters Score -5482146 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5482240.500000 Penalty: 5333.603027
	Iteration 44Q: 3 clusters Score -5482240 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -5482368.500000 Penalty: 5333.603027
	Iteration 45Q: 3 clusters Score -5482368 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5482453.000000 Penalty: 5333.603027
	Iteration 46Q: 3 clusters Score -5482453 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -5482510.000000 Penalty: 5333.603027
	Iteration 47Q: 3 clusters Score -5482510 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -5482574.500000 Penalty: 5333.603027
	Iteration 48Q: 3 clusters Score -5482574 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5482639.000000 Penalty: 5333.603027
	Iteration 49Q: 3 clusters Score -5482639 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5482689.000000 Penalty: 5333.603027
	Iteration 50Q: 3 clusters Score -5482689 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5482750.500000 Penalty: 5333.603027
	Iteration 51Q: 3 clusters Score -5482750 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5482807.500000 Penalty: 5333.603027
	Iteration 52Q: 3 clusters Score -5482808 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5482881.000000 Penalty: 5333.603027
	Iteration 53Q: 3 clusters Score -5482881 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5482947.000000 Penalty: 5333.603027
	Iteration 54Q: 3 clusters Score -5482947 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5483015.000000 Penalty: 5333.603027
	Iteration 55Q: 3 clusters Score -5483015 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5483056.000000 Penalty: 5333.603027
	Iteration 56Q: 3 clusters Score -5483056 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5483105.500000 Penalty: 5333.603027
	Iteration 57Q: 3 clusters Score -5483106 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5483146.000000 Penalty: 5333.603027
	Iteration 58Q: 3 clusters Score -5483146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5483198.500000 Penalty: 5333.603027
	Iteration 59Q: 3 clusters Score -5483198 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5483236.500000 Penalty: 5333.603027
	Iteration 60F: 3 clusters Score -5483236 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -5483294.500000 Penalty: 5333.603027
	Iteration 61Q: 3 clusters Score -5483294 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5483332.500000 Penalty: 5333.603027
	Iteration 62Q: 3 clusters Score -5483332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -5483381.000000 Penalty: 5333.603027
	Iteration 63Q: 3 clusters Score -5483381 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -5483436.000000 Penalty: 5333.603027
	Iteration 64Q: 3 clusters Score -5483436 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5483483.500000 Penalty: 5333.603027
	Iteration 65Q: 3 clusters Score -5483484 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5483511.000000 Penalty: 5333.603027
	Iteration 66Q: 3 clusters Score -5483511 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5483553.500000 Penalty: 5333.603027
	Iteration 67Q: 3 clusters Score -5483554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5483586.000000 Penalty: 5333.603027
	Iteration 68Q: 3 clusters Score -5483586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5483596.000000 Penalty: 5333.603027
	Iteration 69Q: 3 clusters Score -5483596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5483624.500000 Penalty: 5333.603027
	Iteration 70Q: 3 clusters Score -5483624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -5483651.000000 Penalty: 5333.603027
	Iteration 71Q: 3 clusters Score -5483651 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5483693.000000 Penalty: 5333.603027
	Iteration 72Q: 3 clusters Score -5483693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -5483708.500000 Penalty: 5333.603027
	Iteration 73Q: 3 clusters Score -5483708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -5483741.500000 Penalty: 5333.603027
	Iteration 74Q: 3 clusters Score -5483742 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5483775.500000 Penalty: 5333.603027
	Iteration 75Q: 3 clusters Score -5483776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5483814.000000 Penalty: 5333.603027
	Iteration 76Q: 3 clusters Score -5483814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -5483842.500000 Penalty: 5333.603027
	Iteration 77Q: 3 clusters Score -5483842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -5483860.500000 Penalty: 5333.603027
	Iteration 78Q: 3 clusters Score -5483860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -5483893.500000 Penalty: 5333.603027
	Iteration 79Q: 3 clusters Score -5483894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5483917.500000 Penalty: 5333.603027
	Iteration 80F: 3 clusters Score -5483918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5483928.500000 Penalty: 5333.603027
	Iteration 81Q: 3 clusters Score -5483928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -5483943.000000 Penalty: 5333.603027
	Iteration 82Q: 3 clusters Score -5483943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5483961.000000 Penalty: 5333.603027
	Iteration 83Q: 3 clusters Score -5483961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5483986.500000 Penalty: 5333.603027
	Iteration 84Q: 3 clusters Score -5483986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5484006.000000 Penalty: 5333.603027
	Iteration 85Q: 3 clusters Score -5484006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5484007.500000 Penalty: 5333.603027
	Iteration 86Q: 3 clusters Score -5484008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5484028.500000 Penalty: 5333.603027
	Iteration 87Q: 3 clusters Score -5484028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -5484032.500000 Penalty: 5333.603027
	Iteration 88Q: 3 clusters Score -5484032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5484039.000000 Penalty: 5333.603027
	Iteration 89Q: 3 clusters Score -5484039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -5484046.000000 Penalty: 5333.603027
	Iteration 90Q: 3 clusters Score -5484046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5484057.500000 Penalty: 5333.603027
	Iteration 91Q: 3 clusters Score -5484058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -5484063.500000 Penalty: 5333.603027
	Iteration 92Q: 3 clusters Score -5484064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5484071.000000 Penalty: 5333.603027
	Iteration 93Q: 3 clusters Score -5484071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5484086.000000 Penalty: 5333.603027
	Iteration 94Q: 3 clusters Score -5484086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -5484109.500000 Penalty: 5333.603027
	Iteration 95Q: 3 clusters Score -5484110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -5484119.000000 Penalty: 5333.603027
	Iteration 96Q: 3 clusters Score -5484119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5484137.000000 Penalty: 5333.603027
	Iteration 97Q: 3 clusters Score -5484137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5484141.000000 Penalty: 5333.603027
	Iteration 98Q: 3 clusters Score -5484141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -5484146.000000 Penalty: 5333.603027
	Iteration 99Q: 3 clusters Score -5484146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -5484150.500000 Penalty: 5333.603027
	Iteration 100F: 3 clusters Score -5484150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5484155.500000 Penalty: 5333.603027
	Iteration 101Q: 3 clusters Score -5484156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5484163.000000 Penalty: 5333.603027
	Iteration 102Q: 3 clusters Score -5484163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -5484174.000000 Penalty: 5333.603027
	Iteration 103Q: 3 clusters Score -5484174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -5484192.500000 Penalty: 5333.603027
	Iteration 104Q: 3 clusters Score -5484192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -5484212.500000 Penalty: 5333.603027
	Iteration 105Q: 3 clusters Score -5484212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -5484220.000000 Penalty: 5333.603027
	Iteration 106Q: 3 clusters Score -5484220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5484228.500000 Penalty: 5333.603027
	Iteration 107Q: 3 clusters Score -5484228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5484243.500000 Penalty: 5333.603027
	Iteration 108Q: 3 clusters Score -5484244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -5484255.000000 Penalty: 5333.603027
	Iteration 109Q: 3 clusters Score -5484255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -5484261.500000 Penalty: 5333.603027
	Iteration 110Q: 3 clusters Score -5484262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5484268.000000 Penalty: 5333.603027
	Iteration 111Q: 3 clusters Score -5484268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -5484284.000000 Penalty: 5333.603027
	Iteration 112Q: 3 clusters Score -5484284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5484275.000000 Penalty: 5333.603027
	Iteration 113Q: 3 clusters Score -5484275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5484284.000000 Penalty: 5333.603027
	Iteration 114Q: 3 clusters Score -5484284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -5484292.500000 Penalty: 5333.603027
	Iteration 115Q: 3 clusters Score -5484292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -5484299.500000 Penalty: 5333.603027
	Iteration 116Q: 3 clusters Score -5484300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -5484303.500000 Penalty: 5333.603027
	Iteration 117Q: 3 clusters Score -5484304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5484318.500000 Penalty: 5333.603027
	Iteration 118Q: 3 clusters Score -5484318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -5484316.500000 Penalty: 5333.603027
	Iteration 119Q: 3 clusters Score -5484316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -5484319.000000 Penalty: 5333.603027
	Iteration 120F: 3 clusters Score -5484319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -5484317.000000 Penalty: 5333.603027
	Iteration 121Q: 3 clusters Score -5484317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -5484321.500000 Penalty: 5333.603027
	Iteration 122Q: 3 clusters Score -5484322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -5484320.500000 Penalty: 5333.603027
	Iteration 123Q: 3 clusters Score -5484320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5484320.000000 Penalty: 5333.603027
	Iteration 124Q: 3 clusters Score -5484320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -5484320.000000 Penalty: 5333.603027
	Iteration 125Q: 3 clusters Score -5484320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -5484317.500000 Penalty: 5333.603027
	Iteration 126Q: 3 clusters Score -5484318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -5484317.500000 Penalty: 5333.603027
	Iteration 127F: 3 clusters Score -5484318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Entering Unmasked Estep 
Score: -2438422.250000 Penalty: 2473.746582
	Iteration 0F: 2 clusters Score -2438422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2423424.750000 Penalty: 4947.493164
	Iteration 0F: 3 clusters Score -2423425 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2428474.250000 Penalty: 4947.493164
	Iteration 1F: 3 clusters Score -2428474 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2428871.250000 Penalty: 4947.493164
	Iteration 2F: 3 clusters Score -2428871 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2429239.250000 Penalty: 4947.493164
	Iteration 3Q: 3 clusters Score -2429239 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2429553.750000 Penalty: 4947.493164
	Iteration 4Q: 3 clusters Score -2429554 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2429900.500000 Penalty: 4947.493164
	Iteration 5Q: 3 clusters Score -2429900 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2430275.500000 Penalty: 4947.493164
	Iteration 6Q: 3 clusters Score -2430276 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2430691.750000 Penalty: 4947.493164
	Iteration 7Q: 3 clusters Score -2430692 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2431185.750000 Penalty: 4947.493164
	Iteration 8Q: 3 clusters Score -2431186 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2431764.250000 Penalty: 4947.493164
	Iteration 9Q: 3 clusters Score -2431764 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2432455.250000 Penalty: 4947.493164
	Iteration 10F: 3 clusters Score -2432455 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2433285.750000 Penalty: 4947.493164
	Iteration 11F: 3 clusters Score -2433286 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2434034.000000 Penalty: 4947.493164
	Iteration 12Q: 3 clusters Score -2434034 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2434696.000000 Penalty: 4947.493164
	Iteration 13Q: 3 clusters Score -2434696 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2435226.500000 Penalty: 4947.493164
	Iteration 14Q: 3 clusters Score -2435226 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2435603.250000 Penalty: 4947.493164
	Iteration 15Q: 3 clusters Score -2435603 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2435883.000000 Penalty: 4947.493164
	Iteration 16Q: 3 clusters Score -2435883 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2436103.750000 Penalty: 4947.493164
	Iteration 17Q: 3 clusters Score -2436104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2436243.000000 Penalty: 4947.493164
	Iteration 18Q: 3 clusters Score -2436243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2436323.250000 Penalty: 4947.493164
	Iteration 19Q: 3 clusters Score -2436323 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2436373.500000 Penalty: 4947.493164
	Iteration 20F: 3 clusters Score -2436374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2436397.750000 Penalty: 4947.493164
	Iteration 21Q: 3 clusters Score -2436398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2436411.250000 Penalty: 4947.493164
	Iteration 22Q: 3 clusters Score -2436411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2436417.000000 Penalty: 4947.493164
	Iteration 23Q: 3 clusters Score -2436417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2436416.250000 Penalty: 4947.493164
	Iteration 24Q: 3 clusters Score -2436416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2436434.250000 Penalty: 4947.493164
	Iteration 25Q: 3 clusters Score -2436434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2436441.500000 Penalty: 4947.493164
	Iteration 26Q: 3 clusters Score -2436442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2436456.250000 Penalty: 4947.493164
	Iteration 27Q: 3 clusters Score -2436456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2436458.500000 Penalty: 4947.493164
	Iteration 28Q: 3 clusters Score -2436458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2436462.500000 Penalty: 4947.493164
	Iteration 29Q: 3 clusters Score -2436462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2436461.000000 Penalty: 4947.493164
	Iteration 30Q: 3 clusters Score -2436461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2436464.750000 Penalty: 4947.493164
	Iteration 31Q: 3 clusters Score -2436465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2436466.750000 Penalty: 4947.493164
	Iteration 32Q: 3 clusters Score -2436467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2436468.250000 Penalty: 4947.493164
	Iteration 33Q: 3 clusters Score -2436468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2436470.250000 Penalty: 4947.493164
	Iteration 34Q: 3 clusters Score -2436470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2436470.500000 Penalty: 4947.493164
	Iteration 35Q: 3 clusters Score -2436470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2436472.500000 Penalty: 4947.493164
	Iteration 36Q: 3 clusters Score -2436472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2436480.750000 Penalty: 4947.493164
	Iteration 37Q: 3 clusters Score -2436481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2436479.000000 Penalty: 4947.493164
	Iteration 38Q: 3 clusters Score -2436479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2436480.500000 Penalty: 4947.493164
	Iteration 39Q: 3 clusters Score -2436480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2436482.000000 Penalty: 4947.493164
	Iteration 40F: 3 clusters Score -2436482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2436479.250000 Penalty: 4947.493164
	Iteration 41Q: 3 clusters Score -2436479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2436487.250000 Penalty: 4947.493164
	Iteration 42Q: 3 clusters Score -2436487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2436486.500000 Penalty: 4947.493164
	Iteration 43Q: 3 clusters Score -2436486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2436488.000000 Penalty: 4947.493164
	Iteration 44Q: 3 clusters Score -2436488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2436487.750000 Penalty: 4947.493164
	Iteration 45Q: 3 clusters Score -2436488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2436488.250000 Penalty: 4947.493164
	Iteration 46Q: 3 clusters Score -2436488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2436493.250000 Penalty: 4947.493164
	Iteration 47Q: 3 clusters Score -2436493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2436491.750000 Penalty: 4947.493164
	Iteration 48Q: 3 clusters Score -2436492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2436491.750000 Penalty: 4947.493164
	Iteration 49F: 3 clusters Score -2436492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (172226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Entering Unmasked Estep 
Score: -20836840.000000 Penalty: 2990.027588
	Iteration 0F: 2 clusters Score -2.083684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -20729006.000000 Penalty: 5980.055176
	Iteration 0F: 3 clusters Score -2.072901e+07 nChanged 82428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -20778716.000000 Penalty: 5980.055176
	Iteration 1F: 3 clusters Score -2.077872e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -20781916.000000 Penalty: 5980.055176
	Iteration 2Q: 3 clusters Score -2.078192e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -20786354.000000 Penalty: 5980.055176
	Iteration 3F: 3 clusters Score -2.078635e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -20792726.000000 Penalty: 5980.055176
	Iteration 4F: 3 clusters Score -2.079273e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -20799934.000000 Penalty: 5980.055176
	Iteration 5F: 3 clusters Score -2.079993e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -20807288.000000 Penalty: 5980.055176
	Iteration 6F: 3 clusters Score -2.080729e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140050 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -20814532.000000 Penalty: 5980.055176
	Iteration 7F: 3 clusters Score -2.081453e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -20820590.000000 Penalty: 5980.055176
	Iteration 8F: 3 clusters Score -2.082059e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -20825492.000000 Penalty: 5980.055176
	Iteration 9Q: 3 clusters Score -2.082549e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -20829564.000000 Penalty: 5980.055176
	Iteration 10Q: 3 clusters Score -2.082956e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -20832368.000000 Penalty: 5980.055176
	Iteration 11Q: 3 clusters Score -2.083237e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -20833594.000000 Penalty: 5980.055176
	Iteration 12Q: 3 clusters Score -2.083359e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171209 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20833980.000000 Penalty: 5980.055176
	Iteration 13Q: 3 clusters Score -2.083398e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171507 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20834186.000000 Penalty: 5980.055176
	Iteration 14Q: 3 clusters Score -2.083419e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20834344.000000 Penalty: 5980.055176
	Iteration 15Q: 3 clusters Score -2.083434e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171679 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20834358.000000 Penalty: 5980.055176
	Iteration 16Q: 3 clusters Score -2.083436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20834396.000000 Penalty: 5980.055176
	Iteration 17Q: 3 clusters Score -2.08344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -20834436.000000 Penalty: 5980.055176
	Iteration 18Q: 3 clusters Score -2.083444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20834462.000000 Penalty: 5980.055176
	Iteration 19Q: 3 clusters Score -2.083446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20834470.000000 Penalty: 5980.055176
	Iteration 20F: 3 clusters Score -2.083447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171741 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -20834482.000000 Penalty: 5980.055176
	Iteration 21Q: 3 clusters Score -2.083448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20834512.000000 Penalty: 5980.055176
	Iteration 22Q: 3 clusters Score -2.083451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -20834518.000000 Penalty: 5980.055176
	Iteration 23Q: 3 clusters Score -2.083452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20834520.000000 Penalty: 5980.055176
	Iteration 24Q: 3 clusters Score -2.083452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -20834536.000000 Penalty: 5980.055176
	Iteration 25Q: 3 clusters Score -2.083454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171743 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20834540.000000 Penalty: 5980.055176
	Iteration 26Q: 3 clusters Score -2.083454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20834552.000000 Penalty: 5980.055176
	Iteration 27Q: 3 clusters Score -2.083455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171752 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20834558.000000 Penalty: 5980.055176
	Iteration 28Q: 3 clusters Score -2.083456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -20834568.000000 Penalty: 5980.055176
	Iteration 29Q: 3 clusters Score -2.083457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20834568.000000 Penalty: 5980.055176
	Iteration 30Q: 3 clusters Score -2.083457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20834568.000000 Penalty: 5980.055176
	Iteration 31F: 3 clusters Score -2.083457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Entering Unmasked Estep 
Score: -1872831.000000 Penalty: 2411.508057
	Iteration 0F: 2 clusters Score -1872831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1860895.125000 Penalty: 4823.016113
	Iteration 0F: 3 clusters Score -1860895 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1864868.500000 Penalty: 4823.016113
	Iteration 1F: 3 clusters Score -1864868 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1865329.000000 Penalty: 4823.016113
	Iteration 2F: 3 clusters Score -1865329 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1865808.875000 Penalty: 4823.016113
	Iteration 3F: 3 clusters Score -1865809 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1866364.125000 Penalty: 4823.016113
	Iteration 4F: 3 clusters Score -1866364 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1866974.375000 Penalty: 4823.016113
	Iteration 5F: 3 clusters Score -1866974 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1867677.625000 Penalty: 4823.016113
	Iteration 6F: 3 clusters Score -1867678 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1868428.750000 Penalty: 4823.016113
	Iteration 7F: 3 clusters Score -1868429 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1869210.375000 Penalty: 4823.016113
	Iteration 8F: 3 clusters Score -1869210 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1869928.000000 Penalty: 4823.016113
	Iteration 9F: 3 clusters Score -1869928 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1870476.875000 Penalty: 4823.016113
	Iteration 10Q: 3 clusters Score -1870477 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1870858.125000 Penalty: 4823.016113
	Iteration 11Q: 3 clusters Score -1870858 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1871114.000000 Penalty: 4823.016113
	Iteration 12Q: 3 clusters Score -1871114 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1871294.750000 Penalty: 4823.016113
	Iteration 13Q: 3 clusters Score -1871295 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1871401.500000 Penalty: 4823.016113
	Iteration 14Q: 3 clusters Score -1871402 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1871446.000000 Penalty: 4823.016113
	Iteration 15Q: 3 clusters Score -1871446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1871468.125000 Penalty: 4823.016113
	Iteration 16Q: 3 clusters Score -1871468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1871485.500000 Penalty: 4823.016113
	Iteration 17Q: 3 clusters Score -1871486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1871501.125000 Penalty: 4823.016113
	Iteration 18Q: 3 clusters Score -1871501 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1871512.375000 Penalty: 4823.016113
	Iteration 19Q: 3 clusters Score -1871512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1871529.125000 Penalty: 4823.016113
	Iteration 20F: 3 clusters Score -1871529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1871539.875000 Penalty: 4823.016113
	Iteration 21Q: 3 clusters Score -1871540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1871547.125000 Penalty: 4823.016113
	Iteration 22Q: 3 clusters Score -1871547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1871547.500000 Penalty: 4823.016113
	Iteration 23Q: 3 clusters Score -1871548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1871550.500000 Penalty: 4823.016113
	Iteration 24Q: 3 clusters Score -1871550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1871553.750000 Penalty: 4823.016113
	Iteration 25Q: 3 clusters Score -1871554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1871556.625000 Penalty: 4823.016113
	Iteration 26Q: 3 clusters Score -1871557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1871556.750000 Penalty: 4823.016113
	Iteration 27Q: 3 clusters Score -1871557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1871560.000000 Penalty: 4823.016113
	Iteration 28Q: 3 clusters Score -1871560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1871559.500000 Penalty: 4823.016113
	Iteration 29Q: 3 clusters Score -1871560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1871558.250000 Penalty: 4823.016113
	Iteration 30Q: 3 clusters Score -1871558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1871560.000000 Penalty: 4823.016113
	Iteration 31Q: 3 clusters Score -1871560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1871558.125000 Penalty: 4823.016113
	Iteration 32Q: 3 clusters Score -1871558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1871557.375000 Penalty: 4823.016113
	Iteration 33Q: 3 clusters Score -1871557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1871560.000000 Penalty: 4823.016113
	Iteration 34Q: 3 clusters Score -1871560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1871559.000000 Penalty: 4823.016113
	Iteration 35Q: 3 clusters Score -1871559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1871561.750000 Penalty: 4823.016113
	Iteration 36Q: 3 clusters Score -1871562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1871566.000000 Penalty: 4823.016113
	Iteration 37Q: 3 clusters Score -1871566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1871571.250000 Penalty: 4823.016113
	Iteration 38Q: 3 clusters Score -1871571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1871573.500000 Penalty: 4823.016113
	Iteration 39Q: 3 clusters Score -1871574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1871573.000000 Penalty: 4823.016113
	Iteration 40F: 3 clusters Score -1871573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1871571.375000 Penalty: 4823.016113
	Iteration 41Q: 3 clusters Score -1871571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1871569.000000 Penalty: 4823.016113
	Iteration 42Q: 3 clusters Score -1871569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1871568.000000 Penalty: 4823.016113
	Iteration 43Q: 3 clusters Score -1871568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1871570.250000 Penalty: 4823.016113
	Iteration 44Q: 3 clusters Score -1871570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1871565.625000 Penalty: 4823.016113
	Iteration 45Q: 3 clusters Score -1871566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1871564.500000 Penalty: 4823.016113
	Iteration 46Q: 3 clusters Score -1871564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1871567.625000 Penalty: 4823.016113
	Iteration 47Q: 3 clusters Score -1871568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1871567.625000 Penalty: 4823.016113
	Iteration 48F: 3 clusters Score -1871568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24455.027344 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24455.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24572.783203 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24572.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24632.537109 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -24632.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24651.728516 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24651.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24662.589844 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24662.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24668.628906 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -24668.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24673.203125 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -24673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24673.203125 Penalty: 2732.656738
	Iteration 7F: 3 clusters Score -24673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117626.968750 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115651.828125 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115651.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -116030.937500 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -116030.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116123.312500 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -116123.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116163.906250 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -116163.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116196.820312 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -116196.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116226.554688 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -116226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116248.804688 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -116248.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116276.773438 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -116276.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116323.625000 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -116323.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116363.265625 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -116363.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116402.023438 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -116402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116433.132812 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -116433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116457.835938 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -116457.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116488.421875 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -116488.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116518.421875 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -116518.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116554.562500 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -116554.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116621.460938 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -116621.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -116731.093750 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -116731.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116845.695312 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -116845.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -116914.156250 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -116914.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116953.187500 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -116953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116965.406250 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -116965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116984.226562 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -116984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116988.867188 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -116988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116989.148438 Penalty: 3460.731689
	Iteration 24Q: 3 clusters Score -116989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116990.679688 Penalty: 3460.731689
	Iteration 25Q: 3 clusters Score -116990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116992.750000 Penalty: 3460.731689
	Iteration 26Q: 3 clusters Score -116992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116997.406250 Penalty: 3460.731689
	Iteration 27Q: 3 clusters Score -116997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116999.679688 Penalty: 3460.731689
	Iteration 28Q: 3 clusters Score -116999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -117001.921875 Penalty: 3460.731689
	Iteration 29Q: 3 clusters Score -117001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117002.960938 Penalty: 3460.731689
	Iteration 30Q: 3 clusters Score -117003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117003.984375 Penalty: 3460.731689
	Iteration 31Q: 3 clusters Score -117004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117006.085938 Penalty: 3460.731689
	Iteration 32Q: 3 clusters Score -117006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117006.085938 Penalty: 3460.731689
	Iteration 33F: 3 clusters Score -117006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Entering Unmasked Estep 
Score: -9744653.000000 Penalty: 2806.651123
	Iteration 0F: 2 clusters Score -9744653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -9689868.000000 Penalty: 5613.302246
	Iteration 0F: 3 clusters Score -9689868 nChanged 38440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -9712187.000000 Penalty: 5613.302246
	Iteration 1F: 3 clusters Score -9712187 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -9713308.000000 Penalty: 5613.302246
	Iteration 2Q: 3 clusters Score -9713308 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -9714854.000000 Penalty: 5613.302246
	Iteration 3Q: 3 clusters Score -9714854 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -9716995.000000 Penalty: 5613.302246
	Iteration 4F: 3 clusters Score -9716995 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -9720240.000000 Penalty: 5613.302246
	Iteration 5F: 3 clusters Score -9720240 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -9724117.000000 Penalty: 5613.302246
	Iteration 6F: 3 clusters Score -9724117 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -9728082.000000 Penalty: 5613.302246
	Iteration 7F: 3 clusters Score -9728082 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -9731493.000000 Penalty: 5613.302246
	Iteration 8F: 3 clusters Score -9731493 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -9734335.000000 Penalty: 5613.302246
	Iteration 9Q: 3 clusters Score -9734335 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -9736763.000000 Penalty: 5613.302246
	Iteration 10Q: 3 clusters Score -9736763 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -9738670.000000 Penalty: 5613.302246
	Iteration 11Q: 3 clusters Score -9738670 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -9740110.000000 Penalty: 5613.302246
	Iteration 12Q: 3 clusters Score -9740110 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9741032.000000 Penalty: 5613.302246
	Iteration 13Q: 3 clusters Score -9741032 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9741527.000000 Penalty: 5613.302246
	Iteration 14Q: 3 clusters Score -9741527 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9741834.000000 Penalty: 5613.302246
	Iteration 15Q: 3 clusters Score -9741834 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9742003.000000 Penalty: 5613.302246
	Iteration 16Q: 3 clusters Score -9742003 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9742114.000000 Penalty: 5613.302246
	Iteration 17Q: 3 clusters Score -9742114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9742165.000000 Penalty: 5613.302246
	Iteration 18Q: 3 clusters Score -9742165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9742206.000000 Penalty: 5613.302246
	Iteration 19Q: 3 clusters Score -9742206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9742243.000000 Penalty: 5613.302246
	Iteration 20F: 3 clusters Score -9742243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9742258.000000 Penalty: 5613.302246
	Iteration 21Q: 3 clusters Score -9742258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9742251.000000 Penalty: 5613.302246
	Iteration 22Q: 3 clusters Score -9742251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9742250.000000 Penalty: 5613.302246
	Iteration 23Q: 3 clusters Score -9742250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9742280.000000 Penalty: 5613.302246
	Iteration 24Q: 3 clusters Score -9742280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9742287.000000 Penalty: 5613.302246
	Iteration 25Q: 3 clusters Score -9742287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9742299.000000 Penalty: 5613.302246
	Iteration 26Q: 3 clusters Score -9742299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9742314.000000 Penalty: 5613.302246
	Iteration 27Q: 3 clusters Score -9742314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9742326.000000 Penalty: 5613.302246
	Iteration 28Q: 3 clusters Score -9742326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9742327.000000 Penalty: 5613.302246
	Iteration 29Q: 3 clusters Score -9742327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9742323.000000 Penalty: 5613.302246
	Iteration 30Q: 3 clusters Score -9742323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9742317.000000 Penalty: 5613.302246
	Iteration 31Q: 3 clusters Score -9742317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9742333.000000 Penalty: 5613.302246
	Iteration 32Q: 3 clusters Score -9742333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9742334.000000 Penalty: 5613.302246
	Iteration 33Q: 3 clusters Score -9742334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9742337.000000 Penalty: 5613.302246
	Iteration 34Q: 3 clusters Score -9742337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9742340.000000 Penalty: 5613.302246
	Iteration 35Q: 3 clusters Score -9742340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9742336.000000 Penalty: 5613.302246
	Iteration 36Q: 3 clusters Score -9742336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9742336.000000 Penalty: 5613.302246
	Iteration 37F: 3 clusters Score -9742336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Entering Unmasked Estep 
Score: -3357875.500000 Penalty: 2550.502686
	Iteration 0F: 2 clusters Score -3357876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3337736.500000 Penalty: 5101.005371
	Iteration 0F: 3 clusters Score -3337736 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3344813.250000 Penalty: 5101.005371
	Iteration 1F: 3 clusters Score -3344813 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3345284.750000 Penalty: 5101.005371
	Iteration 2Q: 3 clusters Score -3345285 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3345721.750000 Penalty: 5101.005371
	Iteration 3Q: 3 clusters Score -3345722 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3346209.250000 Penalty: 5101.005371
	Iteration 4Q: 3 clusters Score -3346209 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3346951.750000 Penalty: 5101.005371
	Iteration 5Q: 3 clusters Score -3346952 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3347934.250000 Penalty: 5101.005371
	Iteration 6F: 3 clusters Score -3347934 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3349077.250000 Penalty: 5101.005371
	Iteration 7F: 3 clusters Score -3349077 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3350299.000000 Penalty: 5101.005371
	Iteration 8F: 3 clusters Score -3350299 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3351253.000000 Penalty: 5101.005371
	Iteration 9F: 3 clusters Score -3351253 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3352082.500000 Penalty: 5101.005371
	Iteration 10F: 3 clusters Score -3352082 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3352658.500000 Penalty: 5101.005371
	Iteration 11Q: 3 clusters Score -3352658 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3353137.750000 Penalty: 5101.005371
	Iteration 12Q: 3 clusters Score -3353138 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3353538.500000 Penalty: 5101.005371
	Iteration 13Q: 3 clusters Score -3353538 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3353922.250000 Penalty: 5101.005371
	Iteration 14Q: 3 clusters Score -3353922 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3354282.000000 Penalty: 5101.005371
	Iteration 15Q: 3 clusters Score -3354282 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3354591.500000 Penalty: 5101.005371
	Iteration 16Q: 3 clusters Score -3354592 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3354857.000000 Penalty: 5101.005371
	Iteration 17Q: 3 clusters Score -3354857 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3355064.500000 Penalty: 5101.005371
	Iteration 18Q: 3 clusters Score -3355064 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3355250.500000 Penalty: 5101.005371
	Iteration 19Q: 3 clusters Score -3355250 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3355389.000000 Penalty: 5101.005371
	Iteration 20F: 3 clusters Score -3355389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3355514.500000 Penalty: 5101.005371
	Iteration 21Q: 3 clusters Score -3355514 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3355614.500000 Penalty: 5101.005371
	Iteration 22Q: 3 clusters Score -3355614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3355705.500000 Penalty: 5101.005371
	Iteration 23Q: 3 clusters Score -3355706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3355782.500000 Penalty: 5101.005371
	Iteration 24Q: 3 clusters Score -3355782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3355870.500000 Penalty: 5101.005371
	Iteration 25Q: 3 clusters Score -3355870 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3355951.250000 Penalty: 5101.005371
	Iteration 26Q: 3 clusters Score -3355951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3355993.000000 Penalty: 5101.005371
	Iteration 27Q: 3 clusters Score -3355993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3356031.500000 Penalty: 5101.005371
	Iteration 28Q: 3 clusters Score -3356032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3356060.250000 Penalty: 5101.005371
	Iteration 29Q: 3 clusters Score -3356060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3356090.000000 Penalty: 5101.005371
	Iteration 30Q: 3 clusters Score -3356090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3356111.000000 Penalty: 5101.005371
	Iteration 31Q: 3 clusters Score -3356111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3356129.000000 Penalty: 5101.005371
	Iteration 32Q: 3 clusters Score -3356129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3356140.750000 Penalty: 5101.005371
	Iteration 33Q: 3 clusters Score -3356141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3356148.750000 Penalty: 5101.005371
	Iteration 34Q: 3 clusters Score -3356149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3356156.500000 Penalty: 5101.005371
	Iteration 35Q: 3 clusters Score -3356156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3356173.500000 Penalty: 5101.005371
	Iteration 36Q: 3 clusters Score -3356174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3356176.250000 Penalty: 5101.005371
	Iteration 37Q: 3 clusters Score -3356176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3356184.750000 Penalty: 5101.005371
	Iteration 38Q: 3 clusters Score -3356185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3356189.750000 Penalty: 5101.005371
	Iteration 39Q: 3 clusters Score -3356190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3356188.500000 Penalty: 5101.005371
	Iteration 40F: 3 clusters Score -3356188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3356201.000000 Penalty: 5101.005371
	Iteration 41Q: 3 clusters Score -3356201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3356200.250000 Penalty: 5101.005371
	Iteration 42Q: 3 clusters Score -3356200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3356213.250000 Penalty: 5101.005371
	Iteration 43Q: 3 clusters Score -3356213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3356221.000000 Penalty: 5101.005371
	Iteration 44Q: 3 clusters Score -3356221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3356230.250000 Penalty: 5101.005371
	Iteration 45Q: 3 clusters Score -3356230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3356235.250000 Penalty: 5101.005371
	Iteration 46Q: 3 clusters Score -3356235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3356238.750000 Penalty: 5101.005371
	Iteration 47Q: 3 clusters Score -3356239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3356247.500000 Penalty: 5101.005371
	Iteration 48Q: 3 clusters Score -3356248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3356249.500000 Penalty: 5101.005371
	Iteration 49Q: 3 clusters Score -3356250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3356255.500000 Penalty: 5101.005371
	Iteration 50Q: 3 clusters Score -3356256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3356257.000000 Penalty: 5101.005371
	Iteration 51Q: 3 clusters Score -3356257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3356259.000000 Penalty: 5101.005371
	Iteration 52Q: 3 clusters Score -3356259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3356258.500000 Penalty: 5101.005371
	Iteration 53Q: 3 clusters Score -3356258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3356257.500000 Penalty: 5101.005371
	Iteration 54Q: 3 clusters Score -3356258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3356257.750000 Penalty: 5101.005371
	Iteration 55Q: 3 clusters Score -3356258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3356262.250000 Penalty: 5101.005371
	Iteration 56Q: 3 clusters Score -3356262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3356261.500000 Penalty: 5101.005371
	Iteration 57Q: 3 clusters Score -3356262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3356264.750000 Penalty: 5101.005371
	Iteration 58Q: 3 clusters Score -3356265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3356266.250000 Penalty: 5101.005371
	Iteration 59Q: 3 clusters Score -3356266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3356266.250000 Penalty: 5101.005371
	Iteration 60F: 3 clusters Score -3356266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Entering Unmasked Estep 
Score: -1499360.750000 Penalty: 2341.302979
	Iteration 0F: 2 clusters Score -1499361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1490046.125000 Penalty: 4682.605957
	Iteration 0F: 3 clusters Score -1490046 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1492860.250000 Penalty: 4682.605957
	Iteration 1F: 3 clusters Score -1492860 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1493226.875000 Penalty: 4682.605957
	Iteration 2F: 3 clusters Score -1493227 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1493524.375000 Penalty: 4682.605957
	Iteration 3F: 3 clusters Score -1493524 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1493819.375000 Penalty: 4682.605957
	Iteration 4Q: 3 clusters Score -1493819 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1494177.625000 Penalty: 4682.605957
	Iteration 5Q: 3 clusters Score -1494178 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1494670.375000 Penalty: 4682.605957
	Iteration 6F: 3 clusters Score -1494670 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1495274.000000 Penalty: 4682.605957
	Iteration 7F: 3 clusters Score -1495274 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1495906.000000 Penalty: 4682.605957
	Iteration 8F: 3 clusters Score -1495906 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1496477.375000 Penalty: 4682.605957
	Iteration 9F: 3 clusters Score -1496477 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1496877.375000 Penalty: 4682.605957
	Iteration 10Q: 3 clusters Score -1496877 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1497186.875000 Penalty: 4682.605957
	Iteration 11Q: 3 clusters Score -1497187 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1497460.000000 Penalty: 4682.605957
	Iteration 12Q: 3 clusters Score -1497460 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1497699.125000 Penalty: 4682.605957
	Iteration 13Q: 3 clusters Score -1497699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1497857.375000 Penalty: 4682.605957
	Iteration 14Q: 3 clusters Score -1497857 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1497978.250000 Penalty: 4682.605957
	Iteration 15Q: 3 clusters Score -1497978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1498056.125000 Penalty: 4682.605957
	Iteration 16Q: 3 clusters Score -1498056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1498110.250000 Penalty: 4682.605957
	Iteration 17Q: 3 clusters Score -1498110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1498133.125000 Penalty: 4682.605957
	Iteration 18Q: 3 clusters Score -1498133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1498145.750000 Penalty: 4682.605957
	Iteration 19Q: 3 clusters Score -1498146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1498159.125000 Penalty: 4682.605957
	Iteration 20F: 3 clusters Score -1498159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1498168.875000 Penalty: 4682.605957
	Iteration 21Q: 3 clusters Score -1498169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1498180.250000 Penalty: 4682.605957
	Iteration 22Q: 3 clusters Score -1498180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1498189.750000 Penalty: 4682.605957
	Iteration 23Q: 3 clusters Score -1498190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1498197.250000 Penalty: 4682.605957
	Iteration 24Q: 3 clusters Score -1498197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1498205.500000 Penalty: 4682.605957
	Iteration 25Q: 3 clusters Score -1498206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1498204.500000 Penalty: 4682.605957
	Iteration 26Q: 3 clusters Score -1498204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1498211.500000 Penalty: 4682.605957
	Iteration 27Q: 3 clusters Score -1498212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1498219.750000 Penalty: 4682.605957
	Iteration 28Q: 3 clusters Score -1498220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1498224.875000 Penalty: 4682.605957
	Iteration 29Q: 3 clusters Score -1498225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1498231.000000 Penalty: 4682.605957
	Iteration 30Q: 3 clusters Score -1498231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1498235.250000 Penalty: 4682.605957
	Iteration 31Q: 3 clusters Score -1498235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1498240.875000 Penalty: 4682.605957
	Iteration 32Q: 3 clusters Score -1498241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1498238.500000 Penalty: 4682.605957
	Iteration 33Q: 3 clusters Score -1498238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1498242.125000 Penalty: 4682.605957
	Iteration 34Q: 3 clusters Score -1498242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1498243.125000 Penalty: 4682.605957
	Iteration 35Q: 3 clusters Score -1498243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1498243.750000 Penalty: 4682.605957
	Iteration 36Q: 3 clusters Score -1498244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1498242.375000 Penalty: 4682.605957
	Iteration 37Q: 3 clusters Score -1498242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1498244.875000 Penalty: 4682.605957
	Iteration 38Q: 3 clusters Score -1498245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1498244.875000 Penalty: 4682.605957
	Iteration 39Q: 3 clusters Score -1498245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1498247.500000 Penalty: 4682.605957
	Iteration 40F: 3 clusters Score -1498248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1498248.875000 Penalty: 4682.605957
	Iteration 41Q: 3 clusters Score -1498249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1498248.000000 Penalty: 4682.605957
	Iteration 42Q: 3 clusters Score -1498248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1498248.000000 Penalty: 4682.605957
	Iteration 43F: 3 clusters Score -1498248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -649347.312500 Penalty: 2158.881104
	Iteration 0F: 2 clusters Score -649347.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -644190.375000 Penalty: 4317.762207
	Iteration 0F: 3 clusters Score -644190.4 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -645629.375000 Penalty: 4317.762207
	Iteration 1F: 3 clusters Score -645629.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -646063.812500 Penalty: 4317.762207
	Iteration 2F: 3 clusters Score -646063.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -646562.437500 Penalty: 4317.762207
	Iteration 3F: 3 clusters Score -646562.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -646934.187500 Penalty: 4317.762207
	Iteration 4F: 3 clusters Score -646934.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -647265.312500 Penalty: 4317.762207
	Iteration 5F: 3 clusters Score -647265.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -647524.125000 Penalty: 4317.762207
	Iteration 6F: 3 clusters Score -647524.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -647715.937500 Penalty: 4317.762207
	Iteration 7Q: 3 clusters Score -647715.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -647845.000000 Penalty: 4317.762207
	Iteration 8Q: 3 clusters Score -647845 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -647940.187500 Penalty: 4317.762207
	Iteration 9Q: 3 clusters Score -647940.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -648010.500000 Penalty: 4317.762207
	Iteration 10Q: 3 clusters Score -648010.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -648073.562500 Penalty: 4317.762207
	Iteration 11Q: 3 clusters Score -648073.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -648116.937500 Penalty: 4317.762207
	Iteration 12Q: 3 clusters Score -648116.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -648142.750000 Penalty: 4317.762207
	Iteration 13Q: 3 clusters Score -648142.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -648156.875000 Penalty: 4317.762207
	Iteration 14Q: 3 clusters Score -648156.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -648168.875000 Penalty: 4317.762207
	Iteration 15Q: 3 clusters Score -648168.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -648179.312500 Penalty: 4317.762207
	Iteration 16Q: 3 clusters Score -648179.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -648188.687500 Penalty: 4317.762207
	Iteration 17Q: 3 clusters Score -648188.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -648194.375000 Penalty: 4317.762207
	Iteration 18Q: 3 clusters Score -648194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -648198.687500 Penalty: 4317.762207
	Iteration 19Q: 3 clusters Score -648198.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -648203.375000 Penalty: 4317.762207
	Iteration 20F: 3 clusters Score -648203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -648205.250000 Penalty: 4317.762207
	Iteration 21Q: 3 clusters Score -648205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -648206.875000 Penalty: 4317.762207
	Iteration 22Q: 3 clusters Score -648206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -648206.750000 Penalty: 4317.762207
	Iteration 23Q: 3 clusters Score -648206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -648208.750000 Penalty: 4317.762207
	Iteration 24Q: 3 clusters Score -648208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -648211.625000 Penalty: 4317.762207
	Iteration 25Q: 3 clusters Score -648211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -648211.000000 Penalty: 4317.762207
	Iteration 26Q: 3 clusters Score -648211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -648210.937500 Penalty: 4317.762207
	Iteration 27Q: 3 clusters Score -648210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -648212.062500 Penalty: 4317.762207
	Iteration 28Q: 3 clusters Score -648212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -648211.437500 Penalty: 4317.762207
	Iteration 29Q: 3 clusters Score -648211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -648213.125000 Penalty: 4317.762207
	Iteration 30Q: 3 clusters Score -648213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -648212.937500 Penalty: 4317.762207
	Iteration 31Q: 3 clusters Score -648212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -648212.937500 Penalty: 4317.762207
	Iteration 32F: 3 clusters Score -648212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1079123.375000 Penalty: 2283.195312
	Iteration 0F: 2 clusters Score -1079123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1071480.250000 Penalty: 4566.390625
	Iteration 0F: 3 clusters Score -1071480 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1073758.125000 Penalty: 4566.390625
	Iteration 1F: 3 clusters Score -1073758 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1074200.375000 Penalty: 4566.390625
	Iteration 2F: 3 clusters Score -1074200 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1074611.500000 Penalty: 4566.390625
	Iteration 3F: 3 clusters Score -1074612 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1074984.500000 Penalty: 4566.390625
	Iteration 4F: 3 clusters Score -1074984 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1075344.750000 Penalty: 4566.390625
	Iteration 5F: 3 clusters Score -1075345 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1075616.500000 Penalty: 4566.390625
	Iteration 6Q: 3 clusters Score -1075616 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1075858.125000 Penalty: 4566.390625
	Iteration 7Q: 3 clusters Score -1075858 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1076069.625000 Penalty: 4566.390625
	Iteration 8Q: 3 clusters Score -1076070 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1076209.125000 Penalty: 4566.390625
	Iteration 9Q: 3 clusters Score -1076209 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1076323.500000 Penalty: 4566.390625
	Iteration 10Q: 3 clusters Score -1076324 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1076443.375000 Penalty: 4566.390625
	Iteration 11Q: 3 clusters Score -1076443 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1076543.000000 Penalty: 4566.390625
	Iteration 12Q: 3 clusters Score -1076543 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1076634.000000 Penalty: 4566.390625
	Iteration 13Q: 3 clusters Score -1076634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1076704.750000 Penalty: 4566.390625
	Iteration 14Q: 3 clusters Score -1076705 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1076770.000000 Penalty: 4566.390625
	Iteration 15Q: 3 clusters Score -1076770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1076821.750000 Penalty: 4566.390625
	Iteration 16Q: 3 clusters Score -1076822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1076862.250000 Penalty: 4566.390625
	Iteration 17Q: 3 clusters Score -1076862 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1076899.750000 Penalty: 4566.390625
	Iteration 18Q: 3 clusters Score -1076900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1076935.750000 Penalty: 4566.390625
	Iteration 19Q: 3 clusters Score -1076936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1076954.125000 Penalty: 4566.390625
	Iteration 20F: 3 clusters Score -1076954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1076977.375000 Penalty: 4566.390625
	Iteration 21Q: 3 clusters Score -1076977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1077002.750000 Penalty: 4566.390625
	Iteration 22Q: 3 clusters Score -1077003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1077025.250000 Penalty: 4566.390625
	Iteration 23Q: 3 clusters Score -1077025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1077044.375000 Penalty: 4566.390625
	Iteration 24Q: 3 clusters Score -1077044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1077061.375000 Penalty: 4566.390625
	Iteration 25Q: 3 clusters Score -1077061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1077078.500000 Penalty: 4566.390625
	Iteration 26Q: 3 clusters Score -1077078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1077094.875000 Penalty: 4566.390625
	Iteration 27Q: 3 clusters Score -1077095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1077106.750000 Penalty: 4566.390625
	Iteration 28Q: 3 clusters Score -1077107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1077112.625000 Penalty: 4566.390625
	Iteration 29Q: 3 clusters Score -1077113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1077114.875000 Penalty: 4566.390625
	Iteration 30Q: 3 clusters Score -1077115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1077121.750000 Penalty: 4566.390625
	Iteration 31Q: 3 clusters Score -1077122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1077126.625000 Penalty: 4566.390625
	Iteration 32Q: 3 clusters Score -1077127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1077129.125000 Penalty: 4566.390625
	Iteration 33Q: 3 clusters Score -1077129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1077133.625000 Penalty: 4566.390625
	Iteration 34Q: 3 clusters Score -1077134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1077135.000000 Penalty: 4566.390625
	Iteration 35Q: 3 clusters Score -1077135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1077141.125000 Penalty: 4566.390625
	Iteration 36Q: 3 clusters Score -1077141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1077143.125000 Penalty: 4566.390625
	Iteration 37Q: 3 clusters Score -1077143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1077149.000000 Penalty: 4566.390625
	Iteration 38Q: 3 clusters Score -1077149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1077147.625000 Penalty: 4566.390625
	Iteration 39Q: 3 clusters Score -1077148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1077151.000000 Penalty: 4566.390625
	Iteration 40F: 3 clusters Score -1077151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1077155.125000 Penalty: 4566.390625
	Iteration 41Q: 3 clusters Score -1077155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1077161.875000 Penalty: 4566.390625
	Iteration 42Q: 3 clusters Score -1077162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1077162.625000 Penalty: 4566.390625
	Iteration 43Q: 3 clusters Score -1077163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1077163.750000 Penalty: 4566.390625
	Iteration 44Q: 3 clusters Score -1077164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1077165.125000 Penalty: 4566.390625
	Iteration 45Q: 3 clusters Score -1077165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1077164.625000 Penalty: 4566.390625
	Iteration 46Q: 3 clusters Score -1077165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1077165.125000 Penalty: 4566.390625
	Iteration 47Q: 3 clusters Score -1077165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1077165.125000 Penalty: 4566.390625
	Iteration 48F: 3 clusters Score -1077165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 110010 members 
Mstep: Class 3 contains 21173 members 
Mstep: Class 4 contains 24663 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14621 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 116973 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70800 members 
Mstep: Class 11 contains 16861 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60782 members 
Mstep: Class 14 contains 161037 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237756 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17367 members 
Mstep: Class 20 contains 164193 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96260 members 
Mstep: Class 23 contains 46781 members 
Mstep: Class 24 contains 21478 members 
Mstep: Class 25 contains 172226 members 
Mstep: Class 26 contains 16711 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82219 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574880.000000 Penalty: 117808.554688
Iteration 239Q: 34 clusters Score -2.055749e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 110008 members 
Mstep: Class 3 contains 21175 members 
Mstep: Class 4 contains 24664 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22704 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70802 members 
Mstep: Class 11 contains 16852 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60781 members 
Mstep: Class 14 contains 161048 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237755 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 164190 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96256 members 
Mstep: Class 23 contains 46781 members 
Mstep: Class 24 contains 21477 members 
Mstep: Class 25 contains 172225 members 
Mstep: Class 26 contains 16705 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82222 members 
Mstep: Class 30 contains 29270 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574880.000000 Penalty: 117808.554688
Iteration 240F: 34 clusters Score -2.055749e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 110006 members 
Mstep: Class 3 contains 21179 members 
Mstep: Class 4 contains 24667 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22706 members 
Mstep: Class 8 contains 116978 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70803 members 
Mstep: Class 11 contains 16845 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60778 members 
Mstep: Class 14 contains 161060 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237754 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 164187 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96253 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21477 members 
Mstep: Class 25 contains 172223 members 
Mstep: Class 26 contains 16701 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82222 members 
Mstep: Class 30 contains 29270 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574944.000000 Penalty: 117808.554688
Iteration 241Q: 34 clusters Score -2.055749e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 110005 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 24673 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22710 members 
Mstep: Class 8 contains 116978 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70803 members 
Mstep: Class 11 contains 16836 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60778 members 
Mstep: Class 14 contains 161068 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237751 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17365 members 
Mstep: Class 20 contains 164176 members 
Mstep: Class 21 contains 169650 members 
Mstep: Class 22 contains 96255 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21475 members 
Mstep: Class 25 contains 172222 members 
Mstep: Class 26 contains 16701 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82222 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574944.000000 Penalty: 117808.554688
Iteration 242Q: 34 clusters Score -2.055749e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 110001 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 24680 members 
Mstep: Class 5 contains 16208 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22715 members 
Mstep: Class 8 contains 116978 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70803 members 
Mstep: Class 11 contains 16827 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60777 members 
Mstep: Class 14 contains 161080 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237748 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17365 members 
Mstep: Class 20 contains 164169 members 
Mstep: Class 21 contains 169653 members 
Mstep: Class 22 contains 96255 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21474 members 
Mstep: Class 25 contains 172219 members 
Mstep: Class 26 contains 16697 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82223 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575008.000000 Penalty: 117808.554688
Iteration 243Q: 34 clusters Score -2.05575e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 110001 members 
Mstep: Class 3 contains 21185 members 
Mstep: Class 4 contains 24685 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22717 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70804 members 
Mstep: Class 11 contains 16818 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60778 members 
Mstep: Class 14 contains 161086 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 237746 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 164167 members 
Mstep: Class 21 contains 169655 members 
Mstep: Class 22 contains 96254 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21472 members 
Mstep: Class 25 contains 172218 members 
Mstep: Class 26 contains 16697 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82224 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574976.000000 Penalty: 117808.554688
Iteration 244Q: 34 clusters Score -2.05575e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 110001 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 24693 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22724 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70805 members 
Mstep: Class 11 contains 16803 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60774 members 
Mstep: Class 14 contains 161095 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36278 members 
Mstep: Class 17 contains 237742 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 164164 members 
Mstep: Class 21 contains 169656 members 
Mstep: Class 22 contains 96250 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21473 members 
Mstep: Class 25 contains 172220 members 
Mstep: Class 26 contains 16694 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82227 members 
Mstep: Class 30 contains 29268 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575152.000000 Penalty: 117808.554688
Iteration 245Q: 34 clusters Score -2.055752e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 109998 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 24699 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22722 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70805 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60774 members 
Mstep: Class 14 contains 161103 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 237741 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 164165 members 
Mstep: Class 21 contains 169658 members 
Mstep: Class 22 contains 96247 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21474 members 
Mstep: Class 25 contains 172218 members 
Mstep: Class 26 contains 16697 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82228 members 
Mstep: Class 30 contains 29268 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575184.000000 Penalty: 117808.554688
Iteration 246Q: 34 clusters Score -2.055752e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 109996 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 24710 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22725 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70804 members 
Mstep: Class 11 contains 16785 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60776 members 
Mstep: Class 14 contains 161105 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237745 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164163 members 
Mstep: Class 21 contains 169657 members 
Mstep: Class 22 contains 96248 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21473 members 
Mstep: Class 25 contains 172218 members 
Mstep: Class 26 contains 16697 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82232 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575152.000000 Penalty: 117808.554688
Iteration 247Q: 34 clusters Score -2.055752e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 24717 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22727 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70803 members 
Mstep: Class 11 contains 16774 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60778 members 
Mstep: Class 14 contains 161108 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237743 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17358 members 
Mstep: Class 20 contains 164163 members 
Mstep: Class 21 contains 169659 members 
Mstep: Class 22 contains 96246 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21471 members 
Mstep: Class 25 contains 172219 members 
Mstep: Class 26 contains 16696 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82234 members 
Mstep: Class 30 contains 29270 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574960.000000 Penalty: 117808.554688
Iteration 248Q: 34 clusters Score -2.05575e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 109993 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 24721 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22724 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70804 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60777 members 
Mstep: Class 14 contains 161112 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 237737 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 164162 members 
Mstep: Class 21 contains 169661 members 
Mstep: Class 22 contains 96246 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21471 members 
Mstep: Class 25 contains 172218 members 
Mstep: Class 26 contains 16694 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82237 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575024.000000 Penalty: 117808.554688
Iteration 249Q: 34 clusters Score -2.05575e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 109993 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 24728 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22724 members 
Mstep: Class 8 contains 116975 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70805 members 
Mstep: Class 11 contains 16769 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60778 members 
Mstep: Class 14 contains 161123 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36278 members 
Mstep: Class 17 contains 237733 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164151 members 
Mstep: Class 21 contains 169660 members 
Mstep: Class 22 contains 96244 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 21471 members 
Mstep: Class 25 contains 172217 members 
Mstep: Class 26 contains 16692 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82239 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575072.000000 Penalty: 117808.554688
Iteration 250Q: 34 clusters Score -2.055751e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 109993 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 24735 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22724 members 
Mstep: Class 8 contains 116979 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70805 members 
Mstep: Class 11 contains 16765 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60776 members 
Mstep: Class 14 contains 161126 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 237729 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 164149 members 
Mstep: Class 21 contains 169656 members 
Mstep: Class 22 contains 96245 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21471 members 
Mstep: Class 25 contains 172219 members 
Mstep: Class 26 contains 16688 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82238 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6035 members 
Mstep: Class 33 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575088.000000 Penalty: 117808.554688
Iteration 251Q: 34 clusters Score -2.055751e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 109993 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 24744 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22723 members 
Mstep: Class 8 contains 116981 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70804 members 
Mstep: Class 11 contains 16760 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60772 members 
Mstep: Class 14 contains 161134 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 237727 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164149 members 
Mstep: Class 21 contains 169654 members 
Mstep: Class 22 contains 96239 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21470 members 
Mstep: Class 25 contains 172217 members 
Mstep: Class 26 contains 16686 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82239 members 
Mstep: Class 30 contains 29268 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6036 members 
Mstep: Class 33 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575104.000000 Penalty: 117808.554688
Iteration 252Q: 34 clusters Score -2.055751e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21185 members 
Mstep: Class 4 contains 24745 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22725 members 
Mstep: Class 8 contains 116986 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70805 members 
Mstep: Class 11 contains 16756 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60770 members 
Mstep: Class 14 contains 161136 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 237725 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164146 members 
Mstep: Class 21 contains 169654 members 
Mstep: Class 22 contains 96235 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21468 members 
Mstep: Class 25 contains 172218 members 
Mstep: Class 26 contains 16685 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82242 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6037 members 
Mstep: Class 33 contains 9985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575168.000000 Penalty: 117808.554688
Iteration 253Q: 34 clusters Score -2.055752e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21185 members 
Mstep: Class 4 contains 24747 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22727 members 
Mstep: Class 8 contains 116990 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70807 members 
Mstep: Class 11 contains 16753 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60768 members 
Mstep: Class 14 contains 161140 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 237719 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164144 members 
Mstep: Class 21 contains 169654 members 
Mstep: Class 22 contains 96232 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 21468 members 
Mstep: Class 25 contains 172218 members 
Mstep: Class 26 contains 16686 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82241 members 
Mstep: Class 30 contains 29269 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 9987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575248.000000 Penalty: 117808.554688
Iteration 254Q: 34 clusters Score -2.055752e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 109995 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 24744 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22727 members 
Mstep: Class 8 contains 116996 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70806 members 
Mstep: Class 11 contains 16754 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60766 members 
Mstep: Class 14 contains 161143 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36281 members 
Mstep: Class 17 contains 237716 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164143 members 
Mstep: Class 21 contains 169656 members 
Mstep: Class 22 contains 96229 members 
Mstep: Class 23 contains 46777 members 
Mstep: Class 24 contains 21469 members 
Mstep: Class 25 contains 172219 members 
Mstep: Class 26 contains 16681 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82242 members 
Mstep: Class 30 contains 29267 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 9993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575216.000000 Penalty: 117808.554688
Iteration 255Q: 34 clusters Score -2.055752e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 109993 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 24744 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22726 members 
Mstep: Class 8 contains 116998 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70807 members 
Mstep: Class 11 contains 16754 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60766 members 
Mstep: Class 14 contains 161145 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237717 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164142 members 
Mstep: Class 21 contains 169655 members 
Mstep: Class 22 contains 96228 members 
Mstep: Class 23 contains 46777 members 
Mstep: Class 24 contains 21468 members 
Mstep: Class 25 contains 172219 members 
Mstep: Class 26 contains 16678 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82242 members 
Mstep: Class 30 contains 29267 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 9997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575152.000000 Penalty: 117808.554688
Iteration 256Q: 34 clusters Score -2.055752e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 24743 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22725 members 
Mstep: Class 8 contains 117004 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70807 members 
Mstep: Class 11 contains 16752 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60764 members 
Mstep: Class 14 contains 161146 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237714 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164144 members 
Mstep: Class 21 contains 169654 members 
Mstep: Class 22 contains 96226 members 
Mstep: Class 23 contains 46777 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 172220 members 
Mstep: Class 26 contains 16673 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82243 members 
Mstep: Class 30 contains 29267 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575280.000000 Penalty: 117808.554688
Iteration 257Q: 34 clusters Score -2.055753e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 24741 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22726 members 
Mstep: Class 8 contains 117008 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70808 members 
Mstep: Class 11 contains 16750 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60761 members 
Mstep: Class 14 contains 161145 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36284 members 
Mstep: Class 17 contains 237708 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164143 members 
Mstep: Class 21 contains 169654 members 
Mstep: Class 22 contains 96227 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 172221 members 
Mstep: Class 26 contains 16669 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82246 members 
Mstep: Class 30 contains 29267 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575248.000000 Penalty: 117808.554688
Iteration 258Q: 34 clusters Score -2.055752e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21185 members 
Mstep: Class 4 contains 24738 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22728 members 
Mstep: Class 8 contains 117013 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70808 members 
Mstep: Class 11 contains 16750 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60759 members 
Mstep: Class 14 contains 161146 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237703 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 164143 members 
Mstep: Class 21 contains 169654 members 
Mstep: Class 22 contains 96226 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21468 members 
Mstep: Class 25 contains 172223 members 
Mstep: Class 26 contains 16663 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82246 members 
Mstep: Class 30 contains 29265 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575232.000000 Penalty: 117808.554688
Iteration 259Q: 34 clusters Score -2.055752e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 109995 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 24736 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22729 members 
Mstep: Class 8 contains 117018 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70809 members 
Mstep: Class 11 contains 16747 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60759 members 
Mstep: Class 14 contains 161144 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237704 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 164145 members 
Mstep: Class 21 contains 169651 members 
Mstep: Class 22 contains 96226 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 172226 members 
Mstep: Class 26 contains 16655 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82246 members 
Mstep: Class 30 contains 29264 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575184.000000 Penalty: 117808.554688
Iteration 260F: 34 clusters Score -2.055752e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 109993 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 24735 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22729 members 
Mstep: Class 8 contains 117026 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70808 members 
Mstep: Class 11 contains 16746 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60759 members 
Mstep: Class 14 contains 161144 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237711 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 164146 members 
Mstep: Class 21 contains 169648 members 
Mstep: Class 22 contains 96225 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21468 members 
Mstep: Class 25 contains 172227 members 
Mstep: Class 26 contains 16645 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82245 members 
Mstep: Class 30 contains 29261 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575312.000000 Penalty: 117808.554688
Iteration 261Q: 34 clusters Score -2.055753e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21181 members 
Mstep: Class 4 contains 24737 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22731 members 
Mstep: Class 8 contains 117030 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70809 members 
Mstep: Class 11 contains 16745 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60758 members 
Mstep: Class 14 contains 161142 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 237709 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 164149 members 
Mstep: Class 21 contains 169646 members 
Mstep: Class 22 contains 96221 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 172229 members 
Mstep: Class 26 contains 16634 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82243 members 
Mstep: Class 30 contains 29260 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575120.000000 Penalty: 117808.554688
Iteration 262Q: 34 clusters Score -2.055751e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 109996 members 
Mstep: Class 3 contains 21179 members 
Mstep: Class 4 contains 24736 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22734 members 
Mstep: Class 8 contains 117034 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70810 members 
Mstep: Class 11 contains 16742 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60758 members 
Mstep: Class 14 contains 161140 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 237707 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 164151 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96220 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 172229 members 
Mstep: Class 26 contains 16623 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82244 members 
Mstep: Class 30 contains 29258 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575184.000000 Penalty: 117808.554688
Iteration 263Q: 34 clusters Score -2.055752e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 109994 members 
Mstep: Class 3 contains 21177 members 
Mstep: Class 4 contains 24736 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22735 members 
Mstep: Class 8 contains 117034 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 70810 members 
Mstep: Class 11 contains 16743 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60759 members 
Mstep: Class 14 contains 161138 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237705 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 164148 members 
Mstep: Class 21 contains 169646 members 
Mstep: Class 22 contains 96219 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21469 members 
Mstep: Class 25 contains 172230 members 
Mstep: Class 26 contains 16612 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82241 members 
Mstep: Class 30 contains 29257 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575088.000000 Penalty: 117808.554688
Iteration 264Q: 34 clusters Score -2.055751e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 109993 members 
Mstep: Class 3 contains 21179 members 
Mstep: Class 4 contains 24731 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22733 members 
Mstep: Class 8 contains 117037 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 70810 members 
Mstep: Class 11 contains 16741 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60759 members 
Mstep: Class 14 contains 161137 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36284 members 
Mstep: Class 17 contains 237703 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 164143 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96220 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 21468 members 
Mstep: Class 25 contains 172233 members 
Mstep: Class 26 contains 16604 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82238 members 
Mstep: Class 30 contains 29258 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575056.000000 Penalty: 117808.554688
Iteration 265Q: 34 clusters Score -2.055751e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 109992 members 
Mstep: Class 3 contains 21181 members 
Mstep: Class 4 contains 24732 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22733 members 
Mstep: Class 8 contains 117046 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 70812 members 
Mstep: Class 11 contains 16738 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60759 members 
Mstep: Class 14 contains 161134 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237699 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 164144 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96222 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 172232 members 
Mstep: Class 26 contains 16588 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82239 members 
Mstep: Class 30 contains 29253 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574992.000000 Penalty: 117808.554688
Iteration 266Q: 34 clusters Score -2.05575e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 109992 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 24735 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 22731 members 
Mstep: Class 8 contains 117049 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70816 members 
Mstep: Class 11 contains 16734 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60755 members 
Mstep: Class 14 contains 161127 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 237692 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 164143 members 
Mstep: Class 21 contains 169648 members 
Mstep: Class 22 contains 96220 members 
Mstep: Class 23 contains 46781 members 
Mstep: Class 24 contains 21467 members 
Mstep: Class 25 contains 172231 members 
Mstep: Class 26 contains 16581 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82243 members 
Mstep: Class 30 contains 29251 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 10118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574976.000000 Penalty: 117808.554688
Iteration 267Q: 34 clusters Score -2.05575e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 109995 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 24737 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 22731 members 
Mstep: Class 8 contains 117051 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70814 members 
Mstep: Class 11 contains 16731 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60756 members 
Mstep: Class 14 contains 161121 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36284 members 
Mstep: Class 17 contains 237688 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 164146 members 
Mstep: Class 21 contains 169649 members 
Mstep: Class 22 contains 96219 members 
Mstep: Class 23 contains 46782 members 
Mstep: Class 24 contains 21462 members 
Mstep: Class 25 contains 172237 members 
Mstep: Class 26 contains 16572 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82242 members 
Mstep: Class 30 contains 29252 members 
Mstep: Class 31 contains 12589 members 
Mstep: Class 32 contains 6041 members 
Mstep: Class 33 contains 10132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574768.000000 Penalty: 117808.554688
Iteration 268Q: 34 clusters Score -2.055748e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 109992 members 
Mstep: Class 3 contains 21187 members 
Mstep: Class 4 contains 24740 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22735 members 
Mstep: Class 8 contains 117051 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70815 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60756 members 
Mstep: Class 14 contains 161120 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 237680 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 164149 members 
Mstep: Class 21 contains 169650 members 
Mstep: Class 22 contains 96216 members 
Mstep: Class 23 contains 46783 members 
Mstep: Class 24 contains 21462 members 
Mstep: Class 25 contains 172240 members 
Mstep: Class 26 contains 16565 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82238 members 
Mstep: Class 30 contains 29252 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6044 members 
Mstep: Class 33 contains 10142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574736.000000 Penalty: 117808.554688
Iteration 269Q: 34 clusters Score -2.055747e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 109991 members 
Mstep: Class 3 contains 21189 members 
Mstep: Class 4 contains 24740 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22741 members 
Mstep: Class 8 contains 117055 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70814 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60758 members 
Mstep: Class 14 contains 161111 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 237680 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 164155 members 
Mstep: Class 21 contains 169650 members 
Mstep: Class 22 contains 96214 members 
Mstep: Class 23 contains 46783 members 
Mstep: Class 24 contains 21461 members 
Mstep: Class 25 contains 172237 members 
Mstep: Class 26 contains 16564 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82236 members 
Mstep: Class 30 contains 29255 members 
Mstep: Class 31 contains 12587 members 
Mstep: Class 32 contains 6046 members 
Mstep: Class 33 contains 10148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574720.000000 Penalty: 117808.554688
Iteration 270Q: 34 clusters Score -2.055747e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 109991 members 
Mstep: Class 3 contains 21189 members 
Mstep: Class 4 contains 24741 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14613 members 
Mstep: Class 7 contains 22742 members 
Mstep: Class 8 contains 117060 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70816 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60757 members 
Mstep: Class 14 contains 161106 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 237672 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164157 members 
Mstep: Class 21 contains 169651 members 
Mstep: Class 22 contains 96217 members 
Mstep: Class 23 contains 46785 members 
Mstep: Class 24 contains 21460 members 
Mstep: Class 25 contains 172236 members 
Mstep: Class 26 contains 16555 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82234 members 
Mstep: Class 30 contains 29262 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 10146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574944.000000 Penalty: 117808.554688
Iteration 271Q: 34 clusters Score -2.055749e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 109989 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24735 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 7 contains 22746 members 
Mstep: Class 8 contains 117069 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70818 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60756 members 
Mstep: Class 14 contains 161105 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237665 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164159 members 
Mstep: Class 21 contains 169649 members 
Mstep: Class 22 contains 96221 members 
Mstep: Class 23 contains 46785 members 
Mstep: Class 24 contains 21455 members 
Mstep: Class 25 contains 172236 members 
Mstep: Class 26 contains 16549 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82234 members 
Mstep: Class 30 contains 29260 members 
Mstep: Class 31 contains 12589 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 10150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574992.000000 Penalty: 117808.554688
Iteration 272Q: 34 clusters Score -2.05575e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 109990 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24732 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14615 members 
Mstep: Class 7 contains 22751 members 
Mstep: Class 8 contains 117080 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 70819 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60752 members 
Mstep: Class 14 contains 161103 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237659 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164165 members 
Mstep: Class 21 contains 169648 members 
Mstep: Class 22 contains 96217 members 
Mstep: Class 23 contains 46783 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172236 members 
Mstep: Class 26 contains 16544 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82234 members 
Mstep: Class 30 contains 29257 members 
Mstep: Class 31 contains 12589 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 10157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574816.000000 Penalty: 117808.554688
Iteration 273Q: 34 clusters Score -2.055748e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 109990 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24731 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117085 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 70819 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60750 members 
Mstep: Class 14 contains 161099 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237649 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164171 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96220 members 
Mstep: Class 23 contains 46785 members 
Mstep: Class 24 contains 21453 members 
Mstep: Class 25 contains 172238 members 
Mstep: Class 26 contains 16543 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82238 members 
Mstep: Class 30 contains 29256 members 
Mstep: Class 31 contains 12589 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 10159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574816.000000 Penalty: 117808.554688
Iteration 274Q: 34 clusters Score -2.055748e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 109991 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24731 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14615 members 
Mstep: Class 7 contains 22754 members 
Mstep: Class 8 contains 117092 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 70820 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60749 members 
Mstep: Class 14 contains 161098 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237645 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164173 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96220 members 
Mstep: Class 23 contains 46784 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172238 members 
Mstep: Class 26 contains 16535 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82238 members 
Mstep: Class 30 contains 29255 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6056 members 
Mstep: Class 33 contains 10162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574960.000000 Penalty: 117808.554688
Iteration 275Q: 34 clusters Score -2.05575e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 109988 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24731 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22753 members 
Mstep: Class 8 contains 117094 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 70821 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60748 members 
Mstep: Class 14 contains 161095 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237642 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164174 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96221 members 
Mstep: Class 23 contains 46787 members 
Mstep: Class 24 contains 21455 members 
Mstep: Class 25 contains 172236 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82238 members 
Mstep: Class 30 contains 29255 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6054 members 
Mstep: Class 33 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574768.000000 Penalty: 117808.554688
Iteration 276Q: 34 clusters Score -2.055748e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 109982 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24733 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22755 members 
Mstep: Class 8 contains 117094 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 70821 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60749 members 
Mstep: Class 14 contains 161092 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237639 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164178 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96222 members 
Mstep: Class 23 contains 46787 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172235 members 
Mstep: Class 26 contains 16532 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82240 members 
Mstep: Class 30 contains 29254 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574736.000000 Penalty: 117808.554688
Iteration 277Q: 34 clusters Score -2.055747e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 109981 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24732 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14617 members 
Mstep: Class 7 contains 22756 members 
Mstep: Class 8 contains 117097 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 70821 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60749 members 
Mstep: Class 14 contains 161088 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237632 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164183 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96223 members 
Mstep: Class 23 contains 46787 members 
Mstep: Class 24 contains 21456 members 
Mstep: Class 25 contains 172233 members 
Mstep: Class 26 contains 16531 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82242 members 
Mstep: Class 30 contains 29251 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6054 members 
Mstep: Class 33 contains 10181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574768.000000 Penalty: 117808.554688
Iteration 278Q: 34 clusters Score -2.055748e+08 nChanged 47
Entering ConstructFrom: 
Score: -205574768.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Entering Unmasked Estep 
Score: -2305644.500000 Penalty: 2464.140625
	Iteration 0F: 2 clusters Score -2305644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2291159.000000 Penalty: 4928.281250
	Iteration 0F: 3 clusters Score -2291159 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2296144.250000 Penalty: 4928.281250
	Iteration 1F: 3 clusters Score -2296144 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2296812.000000 Penalty: 4928.281250
	Iteration 2F: 3 clusters Score -2296812 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2297684.000000 Penalty: 4928.281250
	Iteration 3F: 3 clusters Score -2297684 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2298808.250000 Penalty: 4928.281250
	Iteration 4F: 3 clusters Score -2298808 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2299965.500000 Penalty: 4928.281250
	Iteration 5F: 3 clusters Score -2299966 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2300979.250000 Penalty: 4928.281250
	Iteration 6F: 3 clusters Score -2300979 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2301747.500000 Penalty: 4928.281250
	Iteration 7F: 3 clusters Score -2301748 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2302320.000000 Penalty: 4928.281250
	Iteration 8Q: 3 clusters Score -2302320 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2302684.250000 Penalty: 4928.281250
	Iteration 9Q: 3 clusters Score -2302684 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2302960.500000 Penalty: 4928.281250
	Iteration 10Q: 3 clusters Score -2302960 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2303173.500000 Penalty: 4928.281250
	Iteration 11Q: 3 clusters Score -2303174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2303312.000000 Penalty: 4928.281250
	Iteration 12Q: 3 clusters Score -2303312 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2303430.750000 Penalty: 4928.281250
	Iteration 13Q: 3 clusters Score -2303431 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2303532.500000 Penalty: 4928.281250
	Iteration 14Q: 3 clusters Score -2303532 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2303641.250000 Penalty: 4928.281250
	Iteration 15Q: 3 clusters Score -2303641 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2303756.000000 Penalty: 4928.281250
	Iteration 16Q: 3 clusters Score -2303756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2303828.750000 Penalty: 4928.281250
	Iteration 17Q: 3 clusters Score -2303829 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2303903.750000 Penalty: 4928.281250
	Iteration 18Q: 3 clusters Score -2303904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2303943.750000 Penalty: 4928.281250
	Iteration 19Q: 3 clusters Score -2303944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2303972.000000 Penalty: 4928.281250
	Iteration 20F: 3 clusters Score -2303972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2304002.750000 Penalty: 4928.281250
	Iteration 21Q: 3 clusters Score -2304003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2304023.750000 Penalty: 4928.281250
	Iteration 22Q: 3 clusters Score -2304024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2304031.500000 Penalty: 4928.281250
	Iteration 23Q: 3 clusters Score -2304032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2304041.500000 Penalty: 4928.281250
	Iteration 24Q: 3 clusters Score -2304042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2304048.250000 Penalty: 4928.281250
	Iteration 25Q: 3 clusters Score -2304048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2304045.750000 Penalty: 4928.281250
	Iteration 26Q: 3 clusters Score -2304046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2304047.000000 Penalty: 4928.281250
	Iteration 27Q: 3 clusters Score -2304047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2304047.000000 Penalty: 4928.281250
	Iteration 28F: 3 clusters Score -2304047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Entering Unmasked Estep 
Score: -13064716.000000 Penalty: 2878.799561
	Iteration 0F: 2 clusters Score -1.306472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -12991268.000000 Penalty: 5757.599121
	Iteration 0F: 3 clusters Score -1.299127e+07 nChanged 52184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -13021417.000000 Penalty: 5757.599121
	Iteration 1F: 3 clusters Score -1.302142e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -13022654.000000 Penalty: 5757.599121
	Iteration 2Q: 3 clusters Score -1.302265e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -13024362.000000 Penalty: 5757.599121
	Iteration 3Q: 3 clusters Score -1.302436e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -13026774.000000 Penalty: 5757.599121
	Iteration 4Q: 3 clusters Score -1.302677e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -13029733.000000 Penalty: 5757.599121
	Iteration 5F: 3 clusters Score -1.302973e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -13033032.000000 Penalty: 5757.599121
	Iteration 6F: 3 clusters Score -1.303303e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -13036120.000000 Penalty: 5757.599121
	Iteration 7F: 3 clusters Score -1.303612e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -13038821.000000 Penalty: 5757.599121
	Iteration 8F: 3 clusters Score -1.303882e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -13041290.000000 Penalty: 5757.599121
	Iteration 9Q: 3 clusters Score -1.304129e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -13043637.000000 Penalty: 5757.599121
	Iteration 10Q: 3 clusters Score -1.304364e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -13046077.000000 Penalty: 5757.599121
	Iteration 11Q: 3 clusters Score -1.304608e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -13048828.000000 Penalty: 5757.599121
	Iteration 12Q: 3 clusters Score -1.304883e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -13051817.000000 Penalty: 5757.599121
	Iteration 13Q: 3 clusters Score -1.305182e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -13055015.000000 Penalty: 5757.599121
	Iteration 14Q: 3 clusters Score -1.305502e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -13057688.000000 Penalty: 5757.599121
	Iteration 15Q: 3 clusters Score -1.305769e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 104991 members 
Entering Unmasked Estep 
Score: -13059471.000000 Penalty: 5757.599121
	Iteration 16Q: 3 clusters Score -1.305947e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -13060482.000000 Penalty: 5757.599121
	Iteration 17Q: 3 clusters Score -1.306048e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 107214 members 
Entering Unmasked Estep 
Score: -13061084.000000 Penalty: 5757.599121
	Iteration 18Q: 3 clusters Score -1.306108e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -13061402.000000 Penalty: 5757.599121
	Iteration 19Q: 3 clusters Score -1.30614e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -13061650.000000 Penalty: 5757.599121
	Iteration 20F: 3 clusters Score -1.306165e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -13061858.000000 Penalty: 5757.599121
	Iteration 21Q: 3 clusters Score -1.306186e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 108537 members 
Entering Unmasked Estep 
Score: -13061959.000000 Penalty: 5757.599121
	Iteration 22Q: 3 clusters Score -1.306196e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -13062014.000000 Penalty: 5757.599121
	Iteration 23Q: 3 clusters Score -1.306201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -13062076.000000 Penalty: 5757.599121
	Iteration 24Q: 3 clusters Score -1.306208e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -13062102.000000 Penalty: 5757.599121
	Iteration 25Q: 3 clusters Score -1.30621e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -13062129.000000 Penalty: 5757.599121
	Iteration 26Q: 3 clusters Score -1.306213e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -13062170.000000 Penalty: 5757.599121
	Iteration 27Q: 3 clusters Score -1.306217e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 109001 members 
Entering Unmasked Estep 
Score: -13062186.000000 Penalty: 5757.599121
	Iteration 28Q: 3 clusters Score -1.306219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 109038 members 
Entering Unmasked Estep 
Score: -13062206.000000 Penalty: 5757.599121
	Iteration 29Q: 3 clusters Score -1.306221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -13062229.000000 Penalty: 5757.599121
	Iteration 30Q: 3 clusters Score -1.306223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -13062245.000000 Penalty: 5757.599121
	Iteration 31Q: 3 clusters Score -1.306224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -13062252.000000 Penalty: 5757.599121
	Iteration 32Q: 3 clusters Score -1.306225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
Score: -13062271.000000 Penalty: 5757.599121
	Iteration 33Q: 3 clusters Score -1.306227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 109150 members 
Entering Unmasked Estep 
Score: -13062277.000000 Penalty: 5757.599121
	Iteration 34Q: 3 clusters Score -1.306228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -13062288.000000 Penalty: 5757.599121
	Iteration 35Q: 3 clusters Score -1.306229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -13062293.000000 Penalty: 5757.599121
	Iteration 36Q: 3 clusters Score -1.306229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -13062295.000000 Penalty: 5757.599121
	Iteration 37Q: 3 clusters Score -1.30623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 109206 members 
Entering Unmasked Estep 
Score: -13062289.000000 Penalty: 5757.599121
	Iteration 38Q: 3 clusters Score -1.306229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -13062298.000000 Penalty: 5757.599121
	Iteration 39Q: 3 clusters Score -1.30623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -13062297.000000 Penalty: 5757.599121
	Iteration 40F: 3 clusters Score -1.30623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 109220 members 
Entering Unmasked Estep 
Score: -13062301.000000 Penalty: 5757.599121
	Iteration 41Q: 3 clusters Score -1.30623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -13062308.000000 Penalty: 5757.599121
	Iteration 42Q: 3 clusters Score -1.306231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 109229 members 
Entering Unmasked Estep 
Score: -13062311.000000 Penalty: 5757.599121
	Iteration 43Q: 3 clusters Score -1.306231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -13062317.000000 Penalty: 5757.599121
	Iteration 44Q: 3 clusters Score -1.306232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -13062310.000000 Penalty: 5757.599121
	Iteration 45Q: 3 clusters Score -1.306231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -13062311.000000 Penalty: 5757.599121
	Iteration 46Q: 3 clusters Score -1.306231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -13062311.000000 Penalty: 5757.599121
	Iteration 47F: 3 clusters Score -1.306231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Entering Unmasked Estep 
Score: -2424883.500000 Penalty: 2470.410400
	Iteration 0F: 2 clusters Score -2424884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2409979.250000 Penalty: 4940.820801
	Iteration 0F: 3 clusters Score -2409979 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2415124.000000 Penalty: 4940.820801
	Iteration 1F: 3 clusters Score -2415124 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2415625.250000 Penalty: 4940.820801
	Iteration 2F: 3 clusters Score -2415625 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2416031.000000 Penalty: 4940.820801
	Iteration 3Q: 3 clusters Score -2416031 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2416366.000000 Penalty: 4940.820801
	Iteration 4Q: 3 clusters Score -2416366 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2416637.750000 Penalty: 4940.820801
	Iteration 5Q: 3 clusters Score -2416638 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2416922.250000 Penalty: 4940.820801
	Iteration 6Q: 3 clusters Score -2416922 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2417213.750000 Penalty: 4940.820801
	Iteration 7Q: 3 clusters Score -2417214 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2417521.500000 Penalty: 4940.820801
	Iteration 8Q: 3 clusters Score -2417522 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2417823.250000 Penalty: 4940.820801
	Iteration 9Q: 3 clusters Score -2417823 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2418149.500000 Penalty: 4940.820801
	Iteration 10Q: 3 clusters Score -2418150 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2418514.000000 Penalty: 4940.820801
	Iteration 11Q: 3 clusters Score -2418514 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2418855.250000 Penalty: 4940.820801
	Iteration 12Q: 3 clusters Score -2418855 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2419192.000000 Penalty: 4940.820801
	Iteration 13Q: 3 clusters Score -2419192 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2419500.500000 Penalty: 4940.820801
	Iteration 14Q: 3 clusters Score -2419500 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2419686.500000 Penalty: 4940.820801
	Iteration 15Q: 3 clusters Score -2419686 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2419799.000000 Penalty: 4940.820801
	Iteration 16Q: 3 clusters Score -2419799 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2419882.000000 Penalty: 4940.820801
	Iteration 17Q: 3 clusters Score -2419882 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2419924.500000 Penalty: 4940.820801
	Iteration 18Q: 3 clusters Score -2419924 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2419987.250000 Penalty: 4940.820801
	Iteration 19Q: 3 clusters Score -2419987 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2420029.750000 Penalty: 4940.820801
	Iteration 20F: 3 clusters Score -2420030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2420062.250000 Penalty: 4940.820801
	Iteration 21Q: 3 clusters Score -2420062 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2420098.500000 Penalty: 4940.820801
	Iteration 22Q: 3 clusters Score -2420098 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2420145.000000 Penalty: 4940.820801
	Iteration 23Q: 3 clusters Score -2420145 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2420184.000000 Penalty: 4940.820801
	Iteration 24Q: 3 clusters Score -2420184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2420236.750000 Penalty: 4940.820801
	Iteration 25Q: 3 clusters Score -2420237 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2420291.000000 Penalty: 4940.820801
	Iteration 26Q: 3 clusters Score -2420291 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2420356.250000 Penalty: 4940.820801
	Iteration 27Q: 3 clusters Score -2420356 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2420429.750000 Penalty: 4940.820801
	Iteration 28Q: 3 clusters Score -2420430 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2420539.250000 Penalty: 4940.820801
	Iteration 29Q: 3 clusters Score -2420539 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2420653.000000 Penalty: 4940.820801
	Iteration 30Q: 3 clusters Score -2420653 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2420780.000000 Penalty: 4940.820801
	Iteration 31Q: 3 clusters Score -2420780 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2420935.750000 Penalty: 4940.820801
	Iteration 32Q: 3 clusters Score -2420936 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2421135.750000 Penalty: 4940.820801
	Iteration 33Q: 3 clusters Score -2421136 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2421363.750000 Penalty: 4940.820801
	Iteration 34Q: 3 clusters Score -2421364 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2421631.750000 Penalty: 4940.820801
	Iteration 35Q: 3 clusters Score -2421632 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2421952.750000 Penalty: 4940.820801
	Iteration 36Q: 3 clusters Score -2421953 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2422270.000000 Penalty: 4940.820801
	Iteration 37Q: 3 clusters Score -2422270 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2422572.750000 Penalty: 4940.820801
	Iteration 38Q: 3 clusters Score -2422573 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2422863.000000 Penalty: 4940.820801
	Iteration 39Q: 3 clusters Score -2422863 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2423099.500000 Penalty: 4940.820801
	Iteration 40F: 3 clusters Score -2423100 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2423289.750000 Penalty: 4940.820801
	Iteration 41Q: 3 clusters Score -2423290 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2423415.500000 Penalty: 4940.820801
	Iteration 42Q: 3 clusters Score -2423416 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2423524.250000 Penalty: 4940.820801
	Iteration 43Q: 3 clusters Score -2423524 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2423615.000000 Penalty: 4940.820801
	Iteration 44Q: 3 clusters Score -2423615 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2423699.250000 Penalty: 4940.820801
	Iteration 45Q: 3 clusters Score -2423699 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2423745.500000 Penalty: 4940.820801
	Iteration 46Q: 3 clusters Score -2423746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2423778.250000 Penalty: 4940.820801
	Iteration 47Q: 3 clusters Score -2423778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2423797.000000 Penalty: 4940.820801
	Iteration 48Q: 3 clusters Score -2423797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2423825.750000 Penalty: 4940.820801
	Iteration 49Q: 3 clusters Score -2423826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2423847.500000 Penalty: 4940.820801
	Iteration 50Q: 3 clusters Score -2423848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2423863.500000 Penalty: 4940.820801
	Iteration 51Q: 3 clusters Score -2423864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2423891.000000 Penalty: 4940.820801
	Iteration 52Q: 3 clusters Score -2423891 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2423909.750000 Penalty: 4940.820801
	Iteration 53Q: 3 clusters Score -2423910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2423923.750000 Penalty: 4940.820801
	Iteration 54Q: 3 clusters Score -2423924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2423948.750000 Penalty: 4940.820801
	Iteration 55Q: 3 clusters Score -2423949 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2423975.750000 Penalty: 4940.820801
	Iteration 56Q: 3 clusters Score -2423976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2424000.250000 Penalty: 4940.820801
	Iteration 57Q: 3 clusters Score -2424000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2424024.500000 Penalty: 4940.820801
	Iteration 58Q: 3 clusters Score -2424024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2424035.500000 Penalty: 4940.820801
	Iteration 59Q: 3 clusters Score -2424036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2424059.750000 Penalty: 4940.820801
	Iteration 60F: 3 clusters Score -2424060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2424085.000000 Penalty: 4940.820801
	Iteration 61Q: 3 clusters Score -2424085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2424104.250000 Penalty: 4940.820801
	Iteration 62Q: 3 clusters Score -2424104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2424131.750000 Penalty: 4940.820801
	Iteration 63Q: 3 clusters Score -2424132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2424147.000000 Penalty: 4940.820801
	Iteration 64Q: 3 clusters Score -2424147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2424177.500000 Penalty: 4940.820801
	Iteration 65Q: 3 clusters Score -2424178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2424197.250000 Penalty: 4940.820801
	Iteration 66Q: 3 clusters Score -2424197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2424216.250000 Penalty: 4940.820801
	Iteration 67Q: 3 clusters Score -2424216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2424221.750000 Penalty: 4940.820801
	Iteration 68Q: 3 clusters Score -2424222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2424230.500000 Penalty: 4940.820801
	Iteration 69Q: 3 clusters Score -2424230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2424235.750000 Penalty: 4940.820801
	Iteration 70Q: 3 clusters Score -2424236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2424242.750000 Penalty: 4940.820801
	Iteration 71Q: 3 clusters Score -2424243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2424249.000000 Penalty: 4940.820801
	Iteration 72Q: 3 clusters Score -2424249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2424251.250000 Penalty: 4940.820801
	Iteration 73Q: 3 clusters Score -2424251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2424260.750000 Penalty: 4940.820801
	Iteration 74Q: 3 clusters Score -2424261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2424254.500000 Penalty: 4940.820801
	Iteration 75Q: 3 clusters Score -2424254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2424258.500000 Penalty: 4940.820801
	Iteration 76Q: 3 clusters Score -2424258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2424263.500000 Penalty: 4940.820801
	Iteration 77Q: 3 clusters Score -2424264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2424264.750000 Penalty: 4940.820801
	Iteration 78Q: 3 clusters Score -2424265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2424269.500000 Penalty: 4940.820801
	Iteration 79Q: 3 clusters Score -2424270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2424274.000000 Penalty: 4940.820801
	Iteration 80F: 3 clusters Score -2424274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2424274.250000 Penalty: 4940.820801
	Iteration 81Q: 3 clusters Score -2424274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2424280.500000 Penalty: 4940.820801
	Iteration 82Q: 3 clusters Score -2424280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2424277.750000 Penalty: 4940.820801
	Iteration 83Q: 3 clusters Score -2424278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2424280.250000 Penalty: 4940.820801
	Iteration 84Q: 3 clusters Score -2424280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2424278.750000 Penalty: 4940.820801
	Iteration 85Q: 3 clusters Score -2424279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2424287.500000 Penalty: 4940.820801
	Iteration 86Q: 3 clusters Score -2424288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2424283.500000 Penalty: 4940.820801
	Iteration 87Q: 3 clusters Score -2424284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2424281.250000 Penalty: 4940.820801
	Iteration 88Q: 3 clusters Score -2424281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2424286.250000 Penalty: 4940.820801
	Iteration 89Q: 3 clusters Score -2424286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2424289.250000 Penalty: 4940.820801
	Iteration 90Q: 3 clusters Score -2424289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2424288.000000 Penalty: 4940.820801
	Iteration 91Q: 3 clusters Score -2424288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2424291.750000 Penalty: 4940.820801
	Iteration 92Q: 3 clusters Score -2424292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2424292.250000 Penalty: 4940.820801
	Iteration 93Q: 3 clusters Score -2424292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2424292.500000 Penalty: 4940.820801
	Iteration 94Q: 3 clusters Score -2424292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2424294.000000 Penalty: 4940.820801
	Iteration 95Q: 3 clusters Score -2424294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2424294.000000 Penalty: 4940.820801
	Iteration 96F: 3 clusters Score -2424294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Entering Unmasked Estep 
Score: -2788765.000000 Penalty: 2508.701660
	Iteration 0F: 2 clusters Score -2788765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2771661.750000 Penalty: 5017.403320
	Iteration 0F: 3 clusters Score -2771662 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2777785.000000 Penalty: 5017.403320
	Iteration 1F: 3 clusters Score -2777785 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2778452.250000 Penalty: 5017.403320
	Iteration 2F: 3 clusters Score -2778452 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2779039.750000 Penalty: 5017.403320
	Iteration 3F: 3 clusters Score -2779040 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2779634.250000 Penalty: 5017.403320
	Iteration 4Q: 3 clusters Score -2779634 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2780297.000000 Penalty: 5017.403320
	Iteration 5F: 3 clusters Score -2780297 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2781027.750000 Penalty: 5017.403320
	Iteration 6F: 3 clusters Score -2781028 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2781731.750000 Penalty: 5017.403320
	Iteration 7Q: 3 clusters Score -2781732 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2782491.000000 Penalty: 5017.403320
	Iteration 8Q: 3 clusters Score -2782491 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2783280.750000 Penalty: 5017.403320
	Iteration 9Q: 3 clusters Score -2783281 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2784062.500000 Penalty: 5017.403320
	Iteration 10Q: 3 clusters Score -2784062 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2784767.500000 Penalty: 5017.403320
	Iteration 11Q: 3 clusters Score -2784768 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2785304.000000 Penalty: 5017.403320
	Iteration 12Q: 3 clusters Score -2785304 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2785672.500000 Penalty: 5017.403320
	Iteration 13Q: 3 clusters Score -2785672 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2785927.500000 Penalty: 5017.403320
	Iteration 14Q: 3 clusters Score -2785928 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2786073.250000 Penalty: 5017.403320
	Iteration 15Q: 3 clusters Score -2786073 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2786192.500000 Penalty: 5017.403320
	Iteration 16Q: 3 clusters Score -2786192 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2786279.000000 Penalty: 5017.403320
	Iteration 17Q: 3 clusters Score -2786279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2786355.750000 Penalty: 5017.403320
	Iteration 18Q: 3 clusters Score -2786356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2786434.500000 Penalty: 5017.403320
	Iteration 19Q: 3 clusters Score -2786434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2786501.500000 Penalty: 5017.403320
	Iteration 20F: 3 clusters Score -2786502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2786547.500000 Penalty: 5017.403320
	Iteration 21Q: 3 clusters Score -2786548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2786597.250000 Penalty: 5017.403320
	Iteration 22Q: 3 clusters Score -2786597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2786627.750000 Penalty: 5017.403320
	Iteration 23Q: 3 clusters Score -2786628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2786658.750000 Penalty: 5017.403320
	Iteration 24Q: 3 clusters Score -2786659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2786691.250000 Penalty: 5017.403320
	Iteration 25Q: 3 clusters Score -2786691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2786717.000000 Penalty: 5017.403320
	Iteration 26Q: 3 clusters Score -2786717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2786736.250000 Penalty: 5017.403320
	Iteration 27Q: 3 clusters Score -2786736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2786746.750000 Penalty: 5017.403320
	Iteration 28Q: 3 clusters Score -2786747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2786759.250000 Penalty: 5017.403320
	Iteration 29Q: 3 clusters Score -2786759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2786768.500000 Penalty: 5017.403320
	Iteration 30Q: 3 clusters Score -2786768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2786775.250000 Penalty: 5017.403320
	Iteration 31Q: 3 clusters Score -2786775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2786781.000000 Penalty: 5017.403320
	Iteration 32Q: 3 clusters Score -2786781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2786787.750000 Penalty: 5017.403320
	Iteration 33Q: 3 clusters Score -2786788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2786795.000000 Penalty: 5017.403320
	Iteration 34Q: 3 clusters Score -2786795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2786800.000000 Penalty: 5017.403320
	Iteration 35Q: 3 clusters Score -2786800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2786807.250000 Penalty: 5017.403320
	Iteration 36Q: 3 clusters Score -2786807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2786807.000000 Penalty: 5017.403320
	Iteration 37Q: 3 clusters Score -2786807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2786812.500000 Penalty: 5017.403320
	Iteration 38Q: 3 clusters Score -2786812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2786813.750000 Penalty: 5017.403320
	Iteration 39Q: 3 clusters Score -2786814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2786818.500000 Penalty: 5017.403320
	Iteration 40F: 3 clusters Score -2786818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2786825.500000 Penalty: 5017.403320
	Iteration 41Q: 3 clusters Score -2786826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2786830.500000 Penalty: 5017.403320
	Iteration 42Q: 3 clusters Score -2786830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2786840.750000 Penalty: 5017.403320
	Iteration 43Q: 3 clusters Score -2786841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2786845.250000 Penalty: 5017.403320
	Iteration 44Q: 3 clusters Score -2786845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2786852.000000 Penalty: 5017.403320
	Iteration 45Q: 3 clusters Score -2786852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2786852.250000 Penalty: 5017.403320
	Iteration 46Q: 3 clusters Score -2786852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2786856.250000 Penalty: 5017.403320
	Iteration 47Q: 3 clusters Score -2786856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2786856.500000 Penalty: 5017.403320
	Iteration 48Q: 3 clusters Score -2786856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2786857.500000 Penalty: 5017.403320
	Iteration 49Q: 3 clusters Score -2786858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2786860.750000 Penalty: 5017.403320
	Iteration 50Q: 3 clusters Score -2786861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2786860.750000 Penalty: 5017.403320
	Iteration 51Q: 3 clusters Score -2786861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2786860.750000 Penalty: 5017.403320
	Iteration 52F: 3 clusters Score -2786861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Entering Unmasked Estep 
Score: -1909726.000000 Penalty: 2403.836670
	Iteration 0F: 2 clusters Score -1909726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1898106.500000 Penalty: 4807.673340
	Iteration 0F: 3 clusters Score -1898106 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1901944.500000 Penalty: 4807.673340
	Iteration 1F: 3 clusters Score -1901944 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1902351.250000 Penalty: 4807.673340
	Iteration 2F: 3 clusters Score -1902351 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1902700.375000 Penalty: 4807.673340
	Iteration 3F: 3 clusters Score -1902700 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1903129.625000 Penalty: 4807.673340
	Iteration 4Q: 3 clusters Score -1903130 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1903881.625000 Penalty: 4807.673340
	Iteration 5F: 3 clusters Score -1903882 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1905237.250000 Penalty: 4807.673340
	Iteration 6F: 3 clusters Score -1905237 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1906719.250000 Penalty: 4807.673340
	Iteration 7F: 3 clusters Score -1906719 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1907731.625000 Penalty: 4807.673340
	Iteration 8F: 3 clusters Score -1907732 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1908356.000000 Penalty: 4807.673340
	Iteration 9Q: 3 clusters Score -1908356 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1908656.375000 Penalty: 4807.673340
	Iteration 10Q: 3 clusters Score -1908656 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1908843.875000 Penalty: 4807.673340
	Iteration 11Q: 3 clusters Score -1908844 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1908978.625000 Penalty: 4807.673340
	Iteration 12Q: 3 clusters Score -1908979 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1909079.875000 Penalty: 4807.673340
	Iteration 13Q: 3 clusters Score -1909080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1909145.250000 Penalty: 4807.673340
	Iteration 14Q: 3 clusters Score -1909145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1909206.625000 Penalty: 4807.673340
	Iteration 15Q: 3 clusters Score -1909207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1909246.375000 Penalty: 4807.673340
	Iteration 16Q: 3 clusters Score -1909246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1909285.375000 Penalty: 4807.673340
	Iteration 17Q: 3 clusters Score -1909285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1909331.125000 Penalty: 4807.673340
	Iteration 18Q: 3 clusters Score -1909331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1909359.125000 Penalty: 4807.673340
	Iteration 19Q: 3 clusters Score -1909359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1909382.750000 Penalty: 4807.673340
	Iteration 20F: 3 clusters Score -1909383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1909433.750000 Penalty: 4807.673340
	Iteration 21Q: 3 clusters Score -1909434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1909483.750000 Penalty: 4807.673340
	Iteration 22Q: 3 clusters Score -1909484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1909510.000000 Penalty: 4807.673340
	Iteration 23Q: 3 clusters Score -1909510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1909529.625000 Penalty: 4807.673340
	Iteration 24Q: 3 clusters Score -1909530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1909539.875000 Penalty: 4807.673340
	Iteration 25Q: 3 clusters Score -1909540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1909542.625000 Penalty: 4807.673340
	Iteration 26Q: 3 clusters Score -1909543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1909551.750000 Penalty: 4807.673340
	Iteration 27Q: 3 clusters Score -1909552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1909557.750000 Penalty: 4807.673340
	Iteration 28Q: 3 clusters Score -1909558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1909557.875000 Penalty: 4807.673340
	Iteration 29Q: 3 clusters Score -1909558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1909561.250000 Penalty: 4807.673340
	Iteration 30Q: 3 clusters Score -1909561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1909564.250000 Penalty: 4807.673340
	Iteration 31Q: 3 clusters Score -1909564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1909566.625000 Penalty: 4807.673340
	Iteration 32Q: 3 clusters Score -1909567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1909566.625000 Penalty: 4807.673340
	Iteration 33F: 3 clusters Score -1909567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Entering Unmasked Estep 
Score: -1663614.250000 Penalty: 2378.288330
	Iteration 0F: 2 clusters Score -1663614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1652934.750000 Penalty: 4756.576660
	Iteration 0F: 3 clusters Score -1652935 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1656402.750000 Penalty: 4756.576660
	Iteration 1F: 3 clusters Score -1656403 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1656919.625000 Penalty: 4756.576660
	Iteration 2F: 3 clusters Score -1656920 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1657435.000000 Penalty: 4756.576660
	Iteration 3F: 3 clusters Score -1657435 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1657932.000000 Penalty: 4756.576660
	Iteration 4F: 3 clusters Score -1657932 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1658511.875000 Penalty: 4756.576660
	Iteration 5F: 3 clusters Score -1658512 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1659153.125000 Penalty: 4756.576660
	Iteration 6F: 3 clusters Score -1659153 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1659755.875000 Penalty: 4756.576660
	Iteration 7F: 3 clusters Score -1659756 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1660254.250000 Penalty: 4756.576660
	Iteration 8F: 3 clusters Score -1660254 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1660569.375000 Penalty: 4756.576660
	Iteration 9Q: 3 clusters Score -1660569 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1660786.125000 Penalty: 4756.576660
	Iteration 10Q: 3 clusters Score -1660786 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1660941.250000 Penalty: 4756.576660
	Iteration 11Q: 3 clusters Score -1660941 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1661024.750000 Penalty: 4756.576660
	Iteration 12Q: 3 clusters Score -1661025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1661068.875000 Penalty: 4756.576660
	Iteration 13Q: 3 clusters Score -1661069 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1661098.625000 Penalty: 4756.576660
	Iteration 14Q: 3 clusters Score -1661099 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1661125.250000 Penalty: 4756.576660
	Iteration 15Q: 3 clusters Score -1661125 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1661150.625000 Penalty: 4756.576660
	Iteration 16Q: 3 clusters Score -1661151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1661176.125000 Penalty: 4756.576660
	Iteration 17Q: 3 clusters Score -1661176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1661203.625000 Penalty: 4756.576660
	Iteration 18Q: 3 clusters Score -1661204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1661240.500000 Penalty: 4756.576660
	Iteration 19Q: 3 clusters Score -1661240 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1661278.750000 Penalty: 4756.576660
	Iteration 20F: 3 clusters Score -1661279 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1661334.125000 Penalty: 4756.576660
	Iteration 21Q: 3 clusters Score -1661334 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1661402.250000 Penalty: 4756.576660
	Iteration 22Q: 3 clusters Score -1661402 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1661482.000000 Penalty: 4756.576660
	Iteration 23Q: 3 clusters Score -1661482 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1661561.000000 Penalty: 4756.576660
	Iteration 24Q: 3 clusters Score -1661561 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1661651.875000 Penalty: 4756.576660
	Iteration 25Q: 3 clusters Score -1661652 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1661760.500000 Penalty: 4756.576660
	Iteration 26Q: 3 clusters Score -1661760 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1661873.125000 Penalty: 4756.576660
	Iteration 27Q: 3 clusters Score -1661873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1661968.625000 Penalty: 4756.576660
	Iteration 28Q: 3 clusters Score -1661969 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1662060.000000 Penalty: 4756.576660
	Iteration 29Q: 3 clusters Score -1662060 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1662120.500000 Penalty: 4756.576660
	Iteration 30Q: 3 clusters Score -1662120 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1662168.375000 Penalty: 4756.576660
	Iteration 31Q: 3 clusters Score -1662168 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1662224.375000 Penalty: 4756.576660
	Iteration 32Q: 3 clusters Score -1662224 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1662269.375000 Penalty: 4756.576660
	Iteration 33Q: 3 clusters Score -1662269 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1662322.375000 Penalty: 4756.576660
	Iteration 34Q: 3 clusters Score -1662322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1662360.875000 Penalty: 4756.576660
	Iteration 35Q: 3 clusters Score -1662361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1662388.000000 Penalty: 4756.576660
	Iteration 36Q: 3 clusters Score -1662388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1662404.500000 Penalty: 4756.576660
	Iteration 37Q: 3 clusters Score -1662404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1662419.250000 Penalty: 4756.576660
	Iteration 38Q: 3 clusters Score -1662419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1662431.125000 Penalty: 4756.576660
	Iteration 39Q: 3 clusters Score -1662431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1662439.250000 Penalty: 4756.576660
	Iteration 40F: 3 clusters Score -1662439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1662441.875000 Penalty: 4756.576660
	Iteration 41Q: 3 clusters Score -1662442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1662440.125000 Penalty: 4756.576660
	Iteration 42Q: 3 clusters Score -1662440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1662441.250000 Penalty: 4756.576660
	Iteration 43Q: 3 clusters Score -1662441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1662446.875000 Penalty: 4756.576660
	Iteration 44Q: 3 clusters Score -1662447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1662450.625000 Penalty: 4756.576660
	Iteration 45Q: 3 clusters Score -1662451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1662455.500000 Penalty: 4756.576660
	Iteration 46Q: 3 clusters Score -1662456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1662457.750000 Penalty: 4756.576660
	Iteration 47Q: 3 clusters Score -1662458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1662455.750000 Penalty: 4756.576660
	Iteration 48Q: 3 clusters Score -1662456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1662456.250000 Penalty: 4756.576660
	Iteration 49Q: 3 clusters Score -1662456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1662454.625000 Penalty: 4756.576660
	Iteration 50Q: 3 clusters Score -1662455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1662456.875000 Penalty: 4756.576660
	Iteration 51Q: 3 clusters Score -1662457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1662459.250000 Penalty: 4756.576660
	Iteration 52Q: 3 clusters Score -1662459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1662462.000000 Penalty: 4756.576660
	Iteration 53Q: 3 clusters Score -1662462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1662462.625000 Penalty: 4756.576660
	Iteration 54Q: 3 clusters Score -1662463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1662461.625000 Penalty: 4756.576660
	Iteration 55Q: 3 clusters Score -1662462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1662462.000000 Penalty: 4756.576660
	Iteration 56Q: 3 clusters Score -1662462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1662458.250000 Penalty: 4756.576660
	Iteration 57Q: 3 clusters Score -1662458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1662457.625000 Penalty: 4756.576660
	Iteration 58Q: 3 clusters Score -1662458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1662462.250000 Penalty: 4756.576660
	Iteration 59Q: 3 clusters Score -1662462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1662464.375000 Penalty: 4756.576660
	Iteration 60F: 3 clusters Score -1662464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1662463.000000 Penalty: 4756.576660
	Iteration 61Q: 3 clusters Score -1662463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1662463.875000 Penalty: 4756.576660
	Iteration 62Q: 3 clusters Score -1662464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1662460.375000 Penalty: 4756.576660
	Iteration 63Q: 3 clusters Score -1662460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1662459.625000 Penalty: 4756.576660
	Iteration 64Q: 3 clusters Score -1662460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1662463.500000 Penalty: 4756.576660
	Iteration 65Q: 3 clusters Score -1662464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1662463.000000 Penalty: 4756.576660
	Iteration 66Q: 3 clusters Score -1662463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1662466.250000 Penalty: 4756.576660
	Iteration 67Q: 3 clusters Score -1662466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1662466.375000 Penalty: 4756.576660
	Iteration 68Q: 3 clusters Score -1662466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1662466.875000 Penalty: 4756.576660
	Iteration 69Q: 3 clusters Score -1662467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1662465.375000 Penalty: 4756.576660
	Iteration 70Q: 3 clusters Score -1662465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1662466.000000 Penalty: 4756.576660
	Iteration 71Q: 3 clusters Score -1662466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1662469.125000 Penalty: 4756.576660
	Iteration 72Q: 3 clusters Score -1662469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1662467.500000 Penalty: 4756.576660
	Iteration 73Q: 3 clusters Score -1662468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1662467.500000 Penalty: 4756.576660
	Iteration 74F: 3 clusters Score -1662468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Entering Unmasked Estep 
Score: -2534107.500000 Penalty: 2488.124512
	Iteration 0F: 2 clusters Score -2534108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2518361.000000 Penalty: 4976.249023
	Iteration 0F: 3 clusters Score -2518361 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2523938.000000 Penalty: 4976.249023
	Iteration 1F: 3 clusters Score -2523938 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2524687.000000 Penalty: 4976.249023
	Iteration 2F: 3 clusters Score -2524687 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2525515.500000 Penalty: 4976.249023
	Iteration 3F: 3 clusters Score -2525516 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2526456.750000 Penalty: 4976.249023
	Iteration 4F: 3 clusters Score -2526457 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2527425.750000 Penalty: 4976.249023
	Iteration 5F: 3 clusters Score -2527426 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2528442.000000 Penalty: 4976.249023
	Iteration 6F: 3 clusters Score -2528442 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2529348.250000 Penalty: 4976.249023
	Iteration 7F: 3 clusters Score -2529348 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2530104.500000 Penalty: 4976.249023
	Iteration 8Q: 3 clusters Score -2530104 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2530692.500000 Penalty: 4976.249023
	Iteration 9Q: 3 clusters Score -2530692 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2531115.500000 Penalty: 4976.249023
	Iteration 10Q: 3 clusters Score -2531116 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2531407.250000 Penalty: 4976.249023
	Iteration 11Q: 3 clusters Score -2531407 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2531635.750000 Penalty: 4976.249023
	Iteration 12Q: 3 clusters Score -2531636 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2531795.250000 Penalty: 4976.249023
	Iteration 13Q: 3 clusters Score -2531795 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2531923.250000 Penalty: 4976.249023
	Iteration 14Q: 3 clusters Score -2531923 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2532023.250000 Penalty: 4976.249023
	Iteration 15Q: 3 clusters Score -2532023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2532113.750000 Penalty: 4976.249023
	Iteration 16Q: 3 clusters Score -2532114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2532187.500000 Penalty: 4976.249023
	Iteration 17Q: 3 clusters Score -2532188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2532253.750000 Penalty: 4976.249023
	Iteration 18Q: 3 clusters Score -2532254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2532313.250000 Penalty: 4976.249023
	Iteration 19Q: 3 clusters Score -2532313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2532358.500000 Penalty: 4976.249023
	Iteration 20F: 3 clusters Score -2532358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2532390.000000 Penalty: 4976.249023
	Iteration 21Q: 3 clusters Score -2532390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2532416.250000 Penalty: 4976.249023
	Iteration 22Q: 3 clusters Score -2532416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2532437.250000 Penalty: 4976.249023
	Iteration 23Q: 3 clusters Score -2532437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2532457.250000 Penalty: 4976.249023
	Iteration 24Q: 3 clusters Score -2532457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2532472.750000 Penalty: 4976.249023
	Iteration 25Q: 3 clusters Score -2532473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2532487.250000 Penalty: 4976.249023
	Iteration 26Q: 3 clusters Score -2532487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2532501.500000 Penalty: 4976.249023
	Iteration 27Q: 3 clusters Score -2532502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2532517.000000 Penalty: 4976.249023
	Iteration 28Q: 3 clusters Score -2532517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2532526.750000 Penalty: 4976.249023
	Iteration 29Q: 3 clusters Score -2532527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2532533.500000 Penalty: 4976.249023
	Iteration 30Q: 3 clusters Score -2532534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2532537.500000 Penalty: 4976.249023
	Iteration 31Q: 3 clusters Score -2532538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2532544.750000 Penalty: 4976.249023
	Iteration 32Q: 3 clusters Score -2532545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2532553.000000 Penalty: 4976.249023
	Iteration 33Q: 3 clusters Score -2532553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2532550.500000 Penalty: 4976.249023
	Iteration 34Q: 3 clusters Score -2532550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2532550.500000 Penalty: 4976.249023
	Iteration 35F: 3 clusters Score -2532550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Entering Unmasked Estep 
Score: -14004623.000000 Penalty: 2894.360596
	Iteration 0F: 2 clusters Score -1.400462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -13926402.000000 Penalty: 5788.721191
	Iteration 0F: 3 clusters Score -1.39264e+07 nChanged 55574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -13957799.000000 Penalty: 5788.721191
	Iteration 1F: 3 clusters Score -1.39578e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -13958411.000000 Penalty: 5788.721191
	Iteration 2Q: 3 clusters Score -1.395841e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -13959067.000000 Penalty: 5788.721191
	Iteration 3Q: 3 clusters Score -1.395907e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -13959918.000000 Penalty: 5788.721191
	Iteration 4Q: 3 clusters Score -1.395992e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -13961030.000000 Penalty: 5788.721191
	Iteration 5Q: 3 clusters Score -1.396103e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -13962833.000000 Penalty: 5788.721191
	Iteration 6Q: 3 clusters Score -1.396283e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -13965759.000000 Penalty: 5788.721191
	Iteration 7F: 3 clusters Score -1.396576e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -13971191.000000 Penalty: 5788.721191
	Iteration 8F: 3 clusters Score -1.397119e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -13979105.000000 Penalty: 5788.721191
	Iteration 9F: 3 clusters Score -1.39791e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -13987834.000000 Penalty: 5788.721191
	Iteration 10F: 3 clusters Score -1.398783e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108358 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -13994874.000000 Penalty: 5788.721191
	Iteration 11F: 3 clusters Score -1.399487e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -13998850.000000 Penalty: 5788.721191
	Iteration 12Q: 3 clusters Score -1.399885e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114319 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -14000583.000000 Penalty: 5788.721191
	Iteration 13Q: 3 clusters Score -1.400058e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115124 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -14001308.000000 Penalty: 5788.721191
	Iteration 14Q: 3 clusters Score -1.400131e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115501 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14001627.000000 Penalty: 5788.721191
	Iteration 15Q: 3 clusters Score -1.400163e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -14001813.000000 Penalty: 5788.721191
	Iteration 16Q: 3 clusters Score -1.400181e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14001939.000000 Penalty: 5788.721191
	Iteration 17Q: 3 clusters Score -1.400194e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14002020.000000 Penalty: 5788.721191
	Iteration 18Q: 3 clusters Score -1.400202e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14002080.000000 Penalty: 5788.721191
	Iteration 19Q: 3 clusters Score -1.400208e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14002102.000000 Penalty: 5788.721191
	Iteration 20F: 3 clusters Score -1.40021e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14002154.000000 Penalty: 5788.721191
	Iteration 21Q: 3 clusters Score -1.400215e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14002173.000000 Penalty: 5788.721191
	Iteration 22Q: 3 clusters Score -1.400217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116191 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14002214.000000 Penalty: 5788.721191
	Iteration 23Q: 3 clusters Score -1.400221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14002227.000000 Penalty: 5788.721191
	Iteration 24Q: 3 clusters Score -1.400223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14002256.000000 Penalty: 5788.721191
	Iteration 25Q: 3 clusters Score -1.400226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14002265.000000 Penalty: 5788.721191
	Iteration 26Q: 3 clusters Score -1.400226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14002275.000000 Penalty: 5788.721191
	Iteration 27Q: 3 clusters Score -1.400228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14002285.000000 Penalty: 5788.721191
	Iteration 28Q: 3 clusters Score -1.400228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116251 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14002295.000000 Penalty: 5788.721191
	Iteration 29Q: 3 clusters Score -1.40023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116255 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14002306.000000 Penalty: 5788.721191
	Iteration 30Q: 3 clusters Score -1.400231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14002309.000000 Penalty: 5788.721191
	Iteration 31Q: 3 clusters Score -1.400231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14002309.000000 Penalty: 5788.721191
	Iteration 32Q: 3 clusters Score -1.400231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14002317.000000 Penalty: 5788.721191
	Iteration 33Q: 3 clusters Score -1.400232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14002302.000000 Penalty: 5788.721191
	Iteration 34Q: 3 clusters Score -1.40023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14002292.000000 Penalty: 5788.721191
	Iteration 35Q: 3 clusters Score -1.400229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14002294.000000 Penalty: 5788.721191
	Iteration 36Q: 3 clusters Score -1.400229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14002304.000000 Penalty: 5788.721191
	Iteration 37Q: 3 clusters Score -1.40023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14002305.000000 Penalty: 5788.721191
	Iteration 38Q: 3 clusters Score -1.40023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14002319.000000 Penalty: 5788.721191
	Iteration 39Q: 3 clusters Score -1.400232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14002320.000000 Penalty: 5788.721191
	Iteration 40F: 3 clusters Score -1.400232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14002326.000000 Penalty: 5788.721191
	Iteration 41Q: 3 clusters Score -1.400233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14002333.000000 Penalty: 5788.721191
	Iteration 42Q: 3 clusters Score -1.400233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14002325.000000 Penalty: 5788.721191
	Iteration 43Q: 3 clusters Score -1.400232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116285 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14002329.000000 Penalty: 5788.721191
	Iteration 44Q: 3 clusters Score -1.400233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14002334.000000 Penalty: 5788.721191
	Iteration 45Q: 3 clusters Score -1.400233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14002337.000000 Penalty: 5788.721191
	Iteration 46Q: 3 clusters Score -1.400234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14002338.000000 Penalty: 5788.721191
	Iteration 47Q: 3 clusters Score -1.400234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14002346.000000 Penalty: 5788.721191
	Iteration 48Q: 3 clusters Score -1.400235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14002341.000000 Penalty: 5788.721191
	Iteration 49Q: 3 clusters Score -1.400234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14002333.000000 Penalty: 5788.721191
	Iteration 50Q: 3 clusters Score -1.400233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14002332.000000 Penalty: 5788.721191
	Iteration 51Q: 3 clusters Score -1.400233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14002329.000000 Penalty: 5788.721191
	Iteration 52Q: 3 clusters Score -1.400233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14002347.000000 Penalty: 5788.721191
	Iteration 53Q: 3 clusters Score -1.400235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14002341.000000 Penalty: 5788.721191
	Iteration 54Q: 3 clusters Score -1.400234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116303 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14002358.000000 Penalty: 5788.721191
	Iteration 55Q: 3 clusters Score -1.400236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116312 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14002354.000000 Penalty: 5788.721191
	Iteration 56Q: 3 clusters Score -1.400235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14002358.000000 Penalty: 5788.721191
	Iteration 57Q: 3 clusters Score -1.400236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14002357.000000 Penalty: 5788.721191
	Iteration 58Q: 3 clusters Score -1.400236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14002357.000000 Penalty: 5788.721191
	Iteration 59F: 3 clusters Score -1.400236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -290123.093750 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -290123.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -287063.375000 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -287063.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -287706.031250 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -287706 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -287893.875000 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -287893.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -288037.156250 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -288037.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -288147.625000 Penalty: 3924.561768
	Iteration 4Q: 3 clusters Score -288147.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -288259.125000 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -288259.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -288395.031250 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -288395 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -288549.031250 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -288549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -288713.656250 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -288713.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288921.500000 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -288921.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289169.718750 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -289169.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -289376.812500 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -289376.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -289496.375000 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -289496.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -289574.312500 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -289574.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289625.218750 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -289625.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289660.343750 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -289660.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -289673.343750 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -289673.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -289678.312500 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -289678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -289678.968750 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -289679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -289679.968750 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -289680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -289684.406250 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -289684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -289689.656250 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -289689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -289694.250000 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -289694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -289699.812500 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -289699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -289704.843750 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -289704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -289707.375000 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -289707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -289707.375000 Penalty: 3924.561768
	Iteration 26F: 3 clusters Score -289707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Entering Unmasked Estep 
Score: -8601534.000000 Penalty: 2769.645264
	Iteration 0F: 2 clusters Score -8601534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -8553868.000000 Penalty: 5539.290527
	Iteration 0F: 3 clusters Score -8553868 nChanged 33237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -8572833.000000 Penalty: 5539.290527
	Iteration 1F: 3 clusters Score -8572833 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -8573695.000000 Penalty: 5539.290527
	Iteration 2Q: 3 clusters Score -8573695 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -8574716.000000 Penalty: 5539.290527
	Iteration 3Q: 3 clusters Score -8574716 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -8576147.000000 Penalty: 5539.290527
	Iteration 4Q: 3 clusters Score -8576147 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8578077.000000 Penalty: 5539.290527
	Iteration 5F: 3 clusters Score -8578077 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -8580711.000000 Penalty: 5539.290527
	Iteration 6F: 3 clusters Score -8580711 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -8583996.000000 Penalty: 5539.290527
	Iteration 7F: 3 clusters Score -8583996 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8587526.000000 Penalty: 5539.290527
	Iteration 8F: 3 clusters Score -8587526 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -8590232.000000 Penalty: 5539.290527
	Iteration 9F: 3 clusters Score -8590232 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -8591601.000000 Penalty: 5539.290527
	Iteration 10Q: 3 clusters Score -8591601 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -8592108.000000 Penalty: 5539.290527
	Iteration 11Q: 3 clusters Score -8592108 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -8592428.000000 Penalty: 5539.290527
	Iteration 12Q: 3 clusters Score -8592428 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8592617.000000 Penalty: 5539.290527
	Iteration 13Q: 3 clusters Score -8592617 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8592822.000000 Penalty: 5539.290527
	Iteration 14Q: 3 clusters Score -8592822 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8592972.000000 Penalty: 5539.290527
	Iteration 15Q: 3 clusters Score -8592972 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -8593128.000000 Penalty: 5539.290527
	Iteration 16Q: 3 clusters Score -8593128 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -8593223.000000 Penalty: 5539.290527
	Iteration 17Q: 3 clusters Score -8593223 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8593344.000000 Penalty: 5539.290527
	Iteration 18Q: 3 clusters Score -8593344 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8593382.000000 Penalty: 5539.290527
	Iteration 19Q: 3 clusters Score -8593382 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8593425.000000 Penalty: 5539.290527
	Iteration 20F: 3 clusters Score -8593425 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -8593465.000000 Penalty: 5539.290527
	Iteration 21Q: 3 clusters Score -8593465 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8593555.000000 Penalty: 5539.290527
	Iteration 22Q: 3 clusters Score -8593555 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -8593593.000000 Penalty: 5539.290527
	Iteration 23Q: 3 clusters Score -8593593 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8593650.000000 Penalty: 5539.290527
	Iteration 24Q: 3 clusters Score -8593650 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8593681.000000 Penalty: 5539.290527
	Iteration 25Q: 3 clusters Score -8593681 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -8593722.000000 Penalty: 5539.290527
	Iteration 26Q: 3 clusters Score -8593722 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8593729.000000 Penalty: 5539.290527
	Iteration 27Q: 3 clusters Score -8593729 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8593762.000000 Penalty: 5539.290527
	Iteration 28Q: 3 clusters Score -8593762 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8593777.000000 Penalty: 5539.290527
	Iteration 29Q: 3 clusters Score -8593777 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8593768.000000 Penalty: 5539.290527
	Iteration 30Q: 3 clusters Score -8593768 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8593797.000000 Penalty: 5539.290527
	Iteration 31Q: 3 clusters Score -8593797 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8593808.000000 Penalty: 5539.290527
	Iteration 32Q: 3 clusters Score -8593808 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8593816.000000 Penalty: 5539.290527
	Iteration 33Q: 3 clusters Score -8593816 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -8593838.000000 Penalty: 5539.290527
	Iteration 34Q: 3 clusters Score -8593838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8593867.000000 Penalty: 5539.290527
	Iteration 35Q: 3 clusters Score -8593867 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -8593872.000000 Penalty: 5539.290527
	Iteration 36Q: 3 clusters Score -8593872 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8593877.000000 Penalty: 5539.290527
	Iteration 37Q: 3 clusters Score -8593877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -8593892.000000 Penalty: 5539.290527
	Iteration 38Q: 3 clusters Score -8593892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8593900.000000 Penalty: 5539.290527
	Iteration 39Q: 3 clusters Score -8593900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -8593935.000000 Penalty: 5539.290527
	Iteration 40F: 3 clusters Score -8593935 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -8593935.000000 Penalty: 5539.290527
	Iteration 41Q: 3 clusters Score -8593935 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -8593937.000000 Penalty: 5539.290527
	Iteration 42Q: 3 clusters Score -8593937 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8593915.000000 Penalty: 5539.290527
	Iteration 43Q: 3 clusters Score -8593915 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -8593925.000000 Penalty: 5539.290527
	Iteration 44Q: 3 clusters Score -8593925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8593937.000000 Penalty: 5539.290527
	Iteration 45Q: 3 clusters Score -8593937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8593949.000000 Penalty: 5539.290527
	Iteration 46Q: 3 clusters Score -8593949 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -8593959.000000 Penalty: 5539.290527
	Iteration 47Q: 3 clusters Score -8593959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8593955.000000 Penalty: 5539.290527
	Iteration 48Q: 3 clusters Score -8593955 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -8593959.000000 Penalty: 5539.290527
	Iteration 49Q: 3 clusters Score -8593959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8593957.000000 Penalty: 5539.290527
	Iteration 50Q: 3 clusters Score -8593957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8593959.000000 Penalty: 5539.290527
	Iteration 51Q: 3 clusters Score -8593959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -8593958.000000 Penalty: 5539.290527
	Iteration 52Q: 3 clusters Score -8593958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -8593960.000000 Penalty: 5539.290527
	Iteration 53Q: 3 clusters Score -8593960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8593945.000000 Penalty: 5539.290527
	Iteration 54Q: 3 clusters Score -8593945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8593952.000000 Penalty: 5539.290527
	Iteration 55Q: 3 clusters Score -8593952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8593956.000000 Penalty: 5539.290527
	Iteration 56Q: 3 clusters Score -8593956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8593952.000000 Penalty: 5539.290527
	Iteration 57Q: 3 clusters Score -8593952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -8593947.000000 Penalty: 5539.290527
	Iteration 58Q: 3 clusters Score -8593947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8593950.000000 Penalty: 5539.290527
	Iteration 59Q: 3 clusters Score -8593950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -8593963.000000 Penalty: 5539.290527
	Iteration 60F: 3 clusters Score -8593963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8593964.000000 Penalty: 5539.290527
	Iteration 61Q: 3 clusters Score -8593964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -8593984.000000 Penalty: 5539.290527
	Iteration 62Q: 3 clusters Score -8593984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8593986.000000 Penalty: 5539.290527
	Iteration 63Q: 3 clusters Score -8593986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8593978.000000 Penalty: 5539.290527
	Iteration 64Q: 3 clusters Score -8593978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -8593990.000000 Penalty: 5539.290527
	Iteration 65Q: 3 clusters Score -8593990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -8594008.000000 Penalty: 5539.290527
	Iteration 66Q: 3 clusters Score -8594008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8594023.000000 Penalty: 5539.290527
	Iteration 67Q: 3 clusters Score -8594023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -8594035.000000 Penalty: 5539.290527
	Iteration 68Q: 3 clusters Score -8594035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -8594040.000000 Penalty: 5539.290527
	Iteration 69Q: 3 clusters Score -8594040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8594035.000000 Penalty: 5539.290527
	Iteration 70Q: 3 clusters Score -8594035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -8594036.000000 Penalty: 5539.290527
	Iteration 71Q: 3 clusters Score -8594036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -8594040.000000 Penalty: 5539.290527
	Iteration 72Q: 3 clusters Score -8594040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8594054.000000 Penalty: 5539.290527
	Iteration 73Q: 3 clusters Score -8594054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -8594055.000000 Penalty: 5539.290527
	Iteration 74Q: 3 clusters Score -8594055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -8594060.000000 Penalty: 5539.290527
	Iteration 75Q: 3 clusters Score -8594060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8594053.000000 Penalty: 5539.290527
	Iteration 76Q: 3 clusters Score -8594053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -8594069.000000 Penalty: 5539.290527
	Iteration 77Q: 3 clusters Score -8594069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8594067.000000 Penalty: 5539.290527
	Iteration 78Q: 3 clusters Score -8594067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -8594067.000000 Penalty: 5539.290527
	Iteration 79Q: 3 clusters Score -8594067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -8594060.000000 Penalty: 5539.290527
	Iteration 80F: 3 clusters Score -8594060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -8594063.000000 Penalty: 5539.290527
	Iteration 81Q: 3 clusters Score -8594063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8594057.000000 Penalty: 5539.290527
	Iteration 82Q: 3 clusters Score -8594057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -8594056.000000 Penalty: 5539.290527
	Iteration 83Q: 3 clusters Score -8594056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8594066.000000 Penalty: 5539.290527
	Iteration 84Q: 3 clusters Score -8594066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8594059.000000 Penalty: 5539.290527
	Iteration 85Q: 3 clusters Score -8594059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -8594072.000000 Penalty: 5539.290527
	Iteration 86Q: 3 clusters Score -8594072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8594068.000000 Penalty: 5539.290527
	Iteration 87Q: 3 clusters Score -8594068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8594085.000000 Penalty: 5539.290527
	Iteration 88Q: 3 clusters Score -8594085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8594083.000000 Penalty: 5539.290527
	Iteration 89Q: 3 clusters Score -8594083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8594075.000000 Penalty: 5539.290527
	Iteration 90Q: 3 clusters Score -8594075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8594066.000000 Penalty: 5539.290527
	Iteration 91Q: 3 clusters Score -8594066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -8594060.000000 Penalty: 5539.290527
	Iteration 92Q: 3 clusters Score -8594060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8594074.000000 Penalty: 5539.290527
	Iteration 93Q: 3 clusters Score -8594074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8594078.000000 Penalty: 5539.290527
	Iteration 94Q: 3 clusters Score -8594078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -8594081.000000 Penalty: 5539.290527
	Iteration 95Q: 3 clusters Score -8594081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -8594073.000000 Penalty: 5539.290527
	Iteration 96Q: 3 clusters Score -8594073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -8594076.000000 Penalty: 5539.290527
	Iteration 97Q: 3 clusters Score -8594076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -8594064.000000 Penalty: 5539.290527
	Iteration 98Q: 3 clusters Score -8594064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -8594087.000000 Penalty: 5539.290527
	Iteration 99Q: 3 clusters Score -8594087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -8594096.000000 Penalty: 5539.290527
	Iteration 100F: 3 clusters Score -8594096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -8594098.000000 Penalty: 5539.290527
	Iteration 101Q: 3 clusters Score -8594098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -8594091.000000 Penalty: 5539.290527
	Iteration 102Q: 3 clusters Score -8594091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8594102.000000 Penalty: 5539.290527
	Iteration 103Q: 3 clusters Score -8594102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -8594125.000000 Penalty: 5539.290527
	Iteration 104Q: 3 clusters Score -8594125 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8594127.000000 Penalty: 5539.290527
	Iteration 105Q: 3 clusters Score -8594127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -8594143.000000 Penalty: 5539.290527
	Iteration 106Q: 3 clusters Score -8594143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8594126.000000 Penalty: 5539.290527
	Iteration 107Q: 3 clusters Score -8594126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -8594120.000000 Penalty: 5539.290527
	Iteration 108Q: 3 clusters Score -8594120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -8594132.000000 Penalty: 5539.290527
	Iteration 109Q: 3 clusters Score -8594132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -8594145.000000 Penalty: 5539.290527
	Iteration 110Q: 3 clusters Score -8594145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -8594142.000000 Penalty: 5539.290527
	Iteration 111Q: 3 clusters Score -8594142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -8594119.000000 Penalty: 5539.290527
	Iteration 112Q: 3 clusters Score -8594119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -8594131.000000 Penalty: 5539.290527
	Iteration 113Q: 3 clusters Score -8594131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -8594150.000000 Penalty: 5539.290527
	Iteration 114Q: 3 clusters Score -8594150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -8594135.000000 Penalty: 5539.290527
	Iteration 115Q: 3 clusters Score -8594135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -8594154.000000 Penalty: 5539.290527
	Iteration 116Q: 3 clusters Score -8594154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -8594160.000000 Penalty: 5539.290527
	Iteration 117Q: 3 clusters Score -8594160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -8594150.000000 Penalty: 5539.290527
	Iteration 118Q: 3 clusters Score -8594150 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -8594155.000000 Penalty: 5539.290527
	Iteration 119Q: 3 clusters Score -8594155 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -8594165.000000 Penalty: 5539.290527
	Iteration 120F: 3 clusters Score -8594165 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -8594155.000000 Penalty: 5539.290527
	Iteration 121Q: 3 clusters Score -8594155 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -8594169.000000 Penalty: 5539.290527
	Iteration 122Q: 3 clusters Score -8594169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -8594173.000000 Penalty: 5539.290527
	Iteration 123Q: 3 clusters Score -8594173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -8594173.000000 Penalty: 5539.290527
	Iteration 124Q: 3 clusters Score -8594173 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -8594162.000000 Penalty: 5539.290527
	Iteration 125Q: 3 clusters Score -8594162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -8594166.000000 Penalty: 5539.290527
	Iteration 126Q: 3 clusters Score -8594166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -8594182.000000 Penalty: 5539.290527
	Iteration 127Q: 3 clusters Score -8594182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -8594183.000000 Penalty: 5539.290527
	Iteration 128Q: 3 clusters Score -8594183 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -8594182.000000 Penalty: 5539.290527
	Iteration 129Q: 3 clusters Score -8594182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -8594175.000000 Penalty: 5539.290527
	Iteration 130Q: 3 clusters Score -8594175 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -8594184.000000 Penalty: 5539.290527
	Iteration 131Q: 3 clusters Score -8594184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -8594201.000000 Penalty: 5539.290527
	Iteration 132Q: 3 clusters Score -8594201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -8594208.000000 Penalty: 5539.290527
	Iteration 133Q: 3 clusters Score -8594208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -8594225.000000 Penalty: 5539.290527
	Iteration 134Q: 3 clusters Score -8594225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -8594220.000000 Penalty: 5539.290527
	Iteration 135Q: 3 clusters Score -8594220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -8594197.000000 Penalty: 5539.290527
	Iteration 136Q: 3 clusters Score -8594197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -8594216.000000 Penalty: 5539.290527
	Iteration 137Q: 3 clusters Score -8594216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -8594216.000000 Penalty: 5539.290527
	Iteration 138Q: 3 clusters Score -8594216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -8594225.000000 Penalty: 5539.290527
	Iteration 139Q: 3 clusters Score -8594225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -8594244.000000 Penalty: 5539.290527
	Iteration 140F: 3 clusters Score -8594244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -8594261.000000 Penalty: 5539.290527
	Iteration 141Q: 3 clusters Score -8594261 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -8594253.000000 Penalty: 5539.290527
	Iteration 142Q: 3 clusters Score -8594253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -8594260.000000 Penalty: 5539.290527
	Iteration 143Q: 3 clusters Score -8594260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -8594278.000000 Penalty: 5539.290527
	Iteration 144Q: 3 clusters Score -8594278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -8594283.000000 Penalty: 5539.290527
	Iteration 145Q: 3 clusters Score -8594283 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -8594309.000000 Penalty: 5539.290527
	Iteration 146Q: 3 clusters Score -8594309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -8594298.000000 Penalty: 5539.290527
	Iteration 147Q: 3 clusters Score -8594298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -8594308.000000 Penalty: 5539.290527
	Iteration 148Q: 3 clusters Score -8594308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -8594304.000000 Penalty: 5539.290527
	Iteration 149Q: 3 clusters Score -8594304 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -8594291.000000 Penalty: 5539.290527
	Iteration 150Q: 3 clusters Score -8594291 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -8594307.000000 Penalty: 5539.290527
	Iteration 151Q: 3 clusters Score -8594307 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -8594321.000000 Penalty: 5539.290527
	Iteration 152Q: 3 clusters Score -8594321 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -8594333.000000 Penalty: 5539.290527
	Iteration 153Q: 3 clusters Score -8594333 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -8594340.000000 Penalty: 5539.290527
	Iteration 154Q: 3 clusters Score -8594340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -8594370.000000 Penalty: 5539.290527
	Iteration 155Q: 3 clusters Score -8594370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -8594383.000000 Penalty: 5539.290527
	Iteration 156Q: 3 clusters Score -8594383 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -8594375.000000 Penalty: 5539.290527
	Iteration 157Q: 3 clusters Score -8594375 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -8594378.000000 Penalty: 5539.290527
	Iteration 158Q: 3 clusters Score -8594378 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -8594406.000000 Penalty: 5539.290527
	Iteration 159Q: 3 clusters Score -8594406 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -8594411.000000 Penalty: 5539.290527
	Iteration 160F: 3 clusters Score -8594411 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -8594412.000000 Penalty: 5539.290527
	Iteration 161Q: 3 clusters Score -8594412 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -8594430.000000 Penalty: 5539.290527
	Iteration 162Q: 3 clusters Score -8594430 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -8594440.000000 Penalty: 5539.290527
	Iteration 163Q: 3 clusters Score -8594440 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -8594465.000000 Penalty: 5539.290527
	Iteration 164Q: 3 clusters Score -8594465 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -8594458.000000 Penalty: 5539.290527
	Iteration 165Q: 3 clusters Score -8594458 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -8594476.000000 Penalty: 5539.290527
	Iteration 166Q: 3 clusters Score -8594476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -8594497.000000 Penalty: 5539.290527
	Iteration 167Q: 3 clusters Score -8594497 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -8594509.000000 Penalty: 5539.290527
	Iteration 168Q: 3 clusters Score -8594509 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -8594526.000000 Penalty: 5539.290527
	Iteration 169Q: 3 clusters Score -8594526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -8594538.000000 Penalty: 5539.290527
	Iteration 170Q: 3 clusters Score -8594538 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -8594590.000000 Penalty: 5539.290527
	Iteration 171Q: 3 clusters Score -8594590 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -8594629.000000 Penalty: 5539.290527
	Iteration 172Q: 3 clusters Score -8594629 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -8594665.000000 Penalty: 5539.290527
	Iteration 173Q: 3 clusters Score -8594665 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -8594744.000000 Penalty: 5539.290527
	Iteration 174Q: 3 clusters Score -8594744 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -8594789.000000 Penalty: 5539.290527
	Iteration 175Q: 3 clusters Score -8594789 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -8594833.000000 Penalty: 5539.290527
	Iteration 176Q: 3 clusters Score -8594833 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -8594874.000000 Penalty: 5539.290527
	Iteration 177Q: 3 clusters Score -8594874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -8594910.000000 Penalty: 5539.290527
	Iteration 178Q: 3 clusters Score -8594910 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -8594940.000000 Penalty: 5539.290527
	Iteration 179Q: 3 clusters Score -8594940 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -8594989.000000 Penalty: 5539.290527
	Iteration 180F: 3 clusters Score -8594989 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -8595034.000000 Penalty: 5539.290527
	Iteration 181Q: 3 clusters Score -8595034 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -8595071.000000 Penalty: 5539.290527
	Iteration 182Q: 3 clusters Score -8595071 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -8595134.000000 Penalty: 5539.290527
	Iteration 183Q: 3 clusters Score -8595134 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -8595234.000000 Penalty: 5539.290527
	Iteration 184Q: 3 clusters Score -8595234 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -8595347.000000 Penalty: 5539.290527
	Iteration 185Q: 3 clusters Score -8595347 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -8595477.000000 Penalty: 5539.290527
	Iteration 186Q: 3 clusters Score -8595477 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -8595613.000000 Penalty: 5539.290527
	Iteration 187Q: 3 clusters Score -8595613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -8595751.000000 Penalty: 5539.290527
	Iteration 188Q: 3 clusters Score -8595751 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -8595950.000000 Penalty: 5539.290527
	Iteration 189Q: 3 clusters Score -8595950 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -8596102.000000 Penalty: 5539.290527
	Iteration 190Q: 3 clusters Score -8596102 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -8596312.000000 Penalty: 5539.290527
	Iteration 191Q: 3 clusters Score -8596312 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -8596459.000000 Penalty: 5539.290527
	Iteration 192Q: 3 clusters Score -8596459 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -8596577.000000 Penalty: 5539.290527
	Iteration 193Q: 3 clusters Score -8596577 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -8596763.000000 Penalty: 5539.290527
	Iteration 194Q: 3 clusters Score -8596763 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -8596978.000000 Penalty: 5539.290527
	Iteration 195Q: 3 clusters Score -8596978 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -8597249.000000 Penalty: 5539.290527
	Iteration 196Q: 3 clusters Score -8597249 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -8597456.000000 Penalty: 5539.290527
	Iteration 197Q: 3 clusters Score -8597456 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -8597639.000000 Penalty: 5539.290527
	Iteration 198Q: 3 clusters Score -8597639 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8597842.000000 Penalty: 5539.290527
	Iteration 199Q: 3 clusters Score -8597842 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -8598021.000000 Penalty: 5539.290527
	Iteration 200F: 3 clusters Score -8598021 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -8598172.000000 Penalty: 5539.290527
	Iteration 201Q: 3 clusters Score -8598172 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -8598338.000000 Penalty: 5539.290527
	Iteration 202Q: 3 clusters Score -8598338 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8598435.000000 Penalty: 5539.290527
	Iteration 203Q: 3 clusters Score -8598435 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -8598555.000000 Penalty: 5539.290527
	Iteration 204Q: 3 clusters Score -8598555 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -8598659.000000 Penalty: 5539.290527
	Iteration 205Q: 3 clusters Score -8598659 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -8598699.000000 Penalty: 5539.290527
	Iteration 206Q: 3 clusters Score -8598699 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -8598753.000000 Penalty: 5539.290527
	Iteration 207Q: 3 clusters Score -8598753 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -8598788.000000 Penalty: 5539.290527
	Iteration 208Q: 3 clusters Score -8598788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -8598848.000000 Penalty: 5539.290527
	Iteration 209Q: 3 clusters Score -8598848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -8598885.000000 Penalty: 5539.290527
	Iteration 210Q: 3 clusters Score -8598885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -8598931.000000 Penalty: 5539.290527
	Iteration 211Q: 3 clusters Score -8598931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -8598942.000000 Penalty: 5539.290527
	Iteration 212Q: 3 clusters Score -8598942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -8598965.000000 Penalty: 5539.290527
	Iteration 213Q: 3 clusters Score -8598965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -8598986.000000 Penalty: 5539.290527
	Iteration 214Q: 3 clusters Score -8598986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -8599013.000000 Penalty: 5539.290527
	Iteration 215Q: 3 clusters Score -8599013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -8599029.000000 Penalty: 5539.290527
	Iteration 216Q: 3 clusters Score -8599029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -8599046.000000 Penalty: 5539.290527
	Iteration 217Q: 3 clusters Score -8599046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8599065.000000 Penalty: 5539.290527
	Iteration 218Q: 3 clusters Score -8599065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -8599079.000000 Penalty: 5539.290527
	Iteration 219Q: 3 clusters Score -8599079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -8599084.000000 Penalty: 5539.290527
	Iteration 220F: 3 clusters Score -8599084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -8599086.000000 Penalty: 5539.290527
	Iteration 221Q: 3 clusters Score -8599086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -8599096.000000 Penalty: 5539.290527
	Iteration 222Q: 3 clusters Score -8599096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -8599099.000000 Penalty: 5539.290527
	Iteration 223Q: 3 clusters Score -8599099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -8599108.000000 Penalty: 5539.290527
	Iteration 224Q: 3 clusters Score -8599108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -8599113.000000 Penalty: 5539.290527
	Iteration 225Q: 3 clusters Score -8599113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -8599126.000000 Penalty: 5539.290527
	Iteration 226Q: 3 clusters Score -8599126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -8599131.000000 Penalty: 5539.290527
	Iteration 227Q: 3 clusters Score -8599131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -8599144.000000 Penalty: 5539.290527
	Iteration 228Q: 3 clusters Score -8599144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -8599142.000000 Penalty: 5539.290527
	Iteration 229Q: 3 clusters Score -8599142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -8599143.000000 Penalty: 5539.290527
	Iteration 230Q: 3 clusters Score -8599143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -8599142.000000 Penalty: 5539.290527
	Iteration 231Q: 3 clusters Score -8599142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -8599156.000000 Penalty: 5539.290527
	Iteration 232Q: 3 clusters Score -8599156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -8599162.000000 Penalty: 5539.290527
	Iteration 233Q: 3 clusters Score -8599162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -8599154.000000 Penalty: 5539.290527
	Iteration 234Q: 3 clusters Score -8599154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -8599150.000000 Penalty: 5539.290527
	Iteration 235Q: 3 clusters Score -8599150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -8599149.000000 Penalty: 5539.290527
	Iteration 236Q: 3 clusters Score -8599149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -8599151.000000 Penalty: 5539.290527
	Iteration 237Q: 3 clusters Score -8599151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -8599154.000000 Penalty: 5539.290527
	Iteration 238Q: 3 clusters Score -8599154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -8599159.000000 Penalty: 5539.290527
	Iteration 239Q: 3 clusters Score -8599159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -8599158.000000 Penalty: 5539.290527
	Iteration 240F: 3 clusters Score -8599158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -8599156.000000 Penalty: 5539.290527
	Iteration 241Q: 3 clusters Score -8599156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -8599156.000000 Penalty: 5539.290527
	Iteration 242Q: 3 clusters Score -8599156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -8599154.000000 Penalty: 5539.290527
	Iteration 243Q: 3 clusters Score -8599154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -8599154.000000 Penalty: 5539.290527
	Iteration 244F: 3 clusters Score -8599154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Entering Unmasked Estep 
Score: -1903343.125000 Penalty: 2411.656250
	Iteration 0F: 2 clusters Score -1903343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1891383.625000 Penalty: 4823.312500
	Iteration 0F: 3 clusters Score -1891384 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1895600.750000 Penalty: 4823.312500
	Iteration 1F: 3 clusters Score -1895601 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1896198.000000 Penalty: 4823.312500
	Iteration 2F: 3 clusters Score -1896198 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1896724.875000 Penalty: 4823.312500
	Iteration 3F: 3 clusters Score -1896725 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1897209.375000 Penalty: 4823.312500
	Iteration 4F: 3 clusters Score -1897209 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1897648.875000 Penalty: 4823.312500
	Iteration 5Q: 3 clusters Score -1897649 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1898104.500000 Penalty: 4823.312500
	Iteration 6Q: 3 clusters Score -1898104 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1898538.125000 Penalty: 4823.312500
	Iteration 7Q: 3 clusters Score -1898538 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1898915.750000 Penalty: 4823.312500
	Iteration 8Q: 3 clusters Score -1898916 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1899184.500000 Penalty: 4823.312500
	Iteration 9Q: 3 clusters Score -1899184 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1899377.000000 Penalty: 4823.312500
	Iteration 10Q: 3 clusters Score -1899377 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1899532.375000 Penalty: 4823.312500
	Iteration 11Q: 3 clusters Score -1899532 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1899635.000000 Penalty: 4823.312500
	Iteration 12Q: 3 clusters Score -1899635 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1899715.625000 Penalty: 4823.312500
	Iteration 13Q: 3 clusters Score -1899716 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1899784.125000 Penalty: 4823.312500
	Iteration 14Q: 3 clusters Score -1899784 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1899844.500000 Penalty: 4823.312500
	Iteration 15Q: 3 clusters Score -1899844 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1899912.500000 Penalty: 4823.312500
	Iteration 16Q: 3 clusters Score -1899912 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1899969.875000 Penalty: 4823.312500
	Iteration 17Q: 3 clusters Score -1899970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1900027.250000 Penalty: 4823.312500
	Iteration 18Q: 3 clusters Score -1900027 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1900087.500000 Penalty: 4823.312500
	Iteration 19Q: 3 clusters Score -1900088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1900130.875000 Penalty: 4823.312500
	Iteration 20F: 3 clusters Score -1900131 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1900164.250000 Penalty: 4823.312500
	Iteration 21Q: 3 clusters Score -1900164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1900221.000000 Penalty: 4823.312500
	Iteration 22Q: 3 clusters Score -1900221 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1900273.000000 Penalty: 4823.312500
	Iteration 23Q: 3 clusters Score -1900273 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1900315.000000 Penalty: 4823.312500
	Iteration 24Q: 3 clusters Score -1900315 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1900371.750000 Penalty: 4823.312500
	Iteration 25Q: 3 clusters Score -1900372 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1900421.500000 Penalty: 4823.312500
	Iteration 26Q: 3 clusters Score -1900422 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1900480.250000 Penalty: 4823.312500
	Iteration 27Q: 3 clusters Score -1900480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1900537.750000 Penalty: 4823.312500
	Iteration 28Q: 3 clusters Score -1900538 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1900587.875000 Penalty: 4823.312500
	Iteration 29Q: 3 clusters Score -1900588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1900639.625000 Penalty: 4823.312500
	Iteration 30Q: 3 clusters Score -1900640 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1900689.375000 Penalty: 4823.312500
	Iteration 31Q: 3 clusters Score -1900689 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1900730.625000 Penalty: 4823.312500
	Iteration 32Q: 3 clusters Score -1900731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1900766.250000 Penalty: 4823.312500
	Iteration 33Q: 3 clusters Score -1900766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1900808.250000 Penalty: 4823.312500
	Iteration 34Q: 3 clusters Score -1900808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1900852.875000 Penalty: 4823.312500
	Iteration 35Q: 3 clusters Score -1900853 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1900879.750000 Penalty: 4823.312500
	Iteration 36Q: 3 clusters Score -1900880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1900914.375000 Penalty: 4823.312500
	Iteration 37Q: 3 clusters Score -1900914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1900947.750000 Penalty: 4823.312500
	Iteration 38Q: 3 clusters Score -1900948 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1900967.000000 Penalty: 4823.312500
	Iteration 39Q: 3 clusters Score -1900967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1900980.375000 Penalty: 4823.312500
	Iteration 40F: 3 clusters Score -1900980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1900992.250000 Penalty: 4823.312500
	Iteration 41Q: 3 clusters Score -1900992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1901000.375000 Penalty: 4823.312500
	Iteration 42Q: 3 clusters Score -1901000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1901014.250000 Penalty: 4823.312500
	Iteration 43Q: 3 clusters Score -1901014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1901022.000000 Penalty: 4823.312500
	Iteration 44Q: 3 clusters Score -1901022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1901038.125000 Penalty: 4823.312500
	Iteration 45Q: 3 clusters Score -1901038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1901052.500000 Penalty: 4823.312500
	Iteration 46Q: 3 clusters Score -1901052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1901066.750000 Penalty: 4823.312500
	Iteration 47Q: 3 clusters Score -1901067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1901075.375000 Penalty: 4823.312500
	Iteration 48Q: 3 clusters Score -1901075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1901095.250000 Penalty: 4823.312500
	Iteration 49Q: 3 clusters Score -1901095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1901102.500000 Penalty: 4823.312500
	Iteration 50Q: 3 clusters Score -1901102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1901109.875000 Penalty: 4823.312500
	Iteration 51Q: 3 clusters Score -1901110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1901125.625000 Penalty: 4823.312500
	Iteration 52Q: 3 clusters Score -1901126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1901130.500000 Penalty: 4823.312500
	Iteration 53Q: 3 clusters Score -1901130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1901136.750000 Penalty: 4823.312500
	Iteration 54Q: 3 clusters Score -1901137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1901141.250000 Penalty: 4823.312500
	Iteration 55Q: 3 clusters Score -1901141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1901154.125000 Penalty: 4823.312500
	Iteration 56Q: 3 clusters Score -1901154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1901162.875000 Penalty: 4823.312500
	Iteration 57Q: 3 clusters Score -1901163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1901170.625000 Penalty: 4823.312500
	Iteration 58Q: 3 clusters Score -1901171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1901180.375000 Penalty: 4823.312500
	Iteration 59Q: 3 clusters Score -1901180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1901189.375000 Penalty: 4823.312500
	Iteration 60F: 3 clusters Score -1901189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1901206.625000 Penalty: 4823.312500
	Iteration 61Q: 3 clusters Score -1901207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1901206.375000 Penalty: 4823.312500
	Iteration 62Q: 3 clusters Score -1901206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1901206.375000 Penalty: 4823.312500
	Iteration 63Q: 3 clusters Score -1901206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1901215.250000 Penalty: 4823.312500
	Iteration 64Q: 3 clusters Score -1901215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1901217.750000 Penalty: 4823.312500
	Iteration 65Q: 3 clusters Score -1901218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1901222.250000 Penalty: 4823.312500
	Iteration 66Q: 3 clusters Score -1901222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1901223.500000 Penalty: 4823.312500
	Iteration 67Q: 3 clusters Score -1901224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1901234.000000 Penalty: 4823.312500
	Iteration 68Q: 3 clusters Score -1901234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1901232.375000 Penalty: 4823.312500
	Iteration 69Q: 3 clusters Score -1901232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1901232.125000 Penalty: 4823.312500
	Iteration 70Q: 3 clusters Score -1901232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1901235.500000 Penalty: 4823.312500
	Iteration 71Q: 3 clusters Score -1901236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1901238.000000 Penalty: 4823.312500
	Iteration 72Q: 3 clusters Score -1901238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1901239.500000 Penalty: 4823.312500
	Iteration 73Q: 3 clusters Score -1901240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1901241.625000 Penalty: 4823.312500
	Iteration 74Q: 3 clusters Score -1901242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1901241.750000 Penalty: 4823.312500
	Iteration 75Q: 3 clusters Score -1901242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1901241.625000 Penalty: 4823.312500
	Iteration 76Q: 3 clusters Score -1901242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1901248.375000 Penalty: 4823.312500
	Iteration 77Q: 3 clusters Score -1901248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1901249.625000 Penalty: 4823.312500
	Iteration 78Q: 3 clusters Score -1901250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1901249.000000 Penalty: 4823.312500
	Iteration 79Q: 3 clusters Score -1901249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1901250.250000 Penalty: 4823.312500
	Iteration 80F: 3 clusters Score -1901250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1901249.375000 Penalty: 4823.312500
	Iteration 81Q: 3 clusters Score -1901249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1901252.625000 Penalty: 4823.312500
	Iteration 82Q: 3 clusters Score -1901253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1901250.625000 Penalty: 4823.312500
	Iteration 83Q: 3 clusters Score -1901251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1901250.000000 Penalty: 4823.312500
	Iteration 84Q: 3 clusters Score -1901250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1901251.625000 Penalty: 4823.312500
	Iteration 85Q: 3 clusters Score -1901252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1901250.125000 Penalty: 4823.312500
	Iteration 86Q: 3 clusters Score -1901250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1901249.125000 Penalty: 4823.312500
	Iteration 87Q: 3 clusters Score -1901249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1901252.000000 Penalty: 4823.312500
	Iteration 88Q: 3 clusters Score -1901252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1901256.125000 Penalty: 4823.312500
	Iteration 89Q: 3 clusters Score -1901256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1901257.625000 Penalty: 4823.312500
	Iteration 90Q: 3 clusters Score -1901258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1901255.000000 Penalty: 4823.312500
	Iteration 91Q: 3 clusters Score -1901255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1901257.875000 Penalty: 4823.312500
	Iteration 92Q: 3 clusters Score -1901258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1901260.125000 Penalty: 4823.312500
	Iteration 93Q: 3 clusters Score -1901260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1901264.000000 Penalty: 4823.312500
	Iteration 94Q: 3 clusters Score -1901264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1901264.125000 Penalty: 4823.312500
	Iteration 95Q: 3 clusters Score -1901264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1901262.500000 Penalty: 4823.312500
	Iteration 96Q: 3 clusters Score -1901262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1901264.375000 Penalty: 4823.312500
	Iteration 97Q: 3 clusters Score -1901264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1901269.875000 Penalty: 4823.312500
	Iteration 98Q: 3 clusters Score -1901270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1901268.625000 Penalty: 4823.312500
	Iteration 99Q: 3 clusters Score -1901269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1901272.250000 Penalty: 4823.312500
	Iteration 100F: 3 clusters Score -1901272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1901273.125000 Penalty: 4823.312500
	Iteration 101Q: 3 clusters Score -1901273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1901273.125000 Penalty: 4823.312500
	Iteration 102Q: 3 clusters Score -1901273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1901269.375000 Penalty: 4823.312500
	Iteration 103Q: 3 clusters Score -1901269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1901272.875000 Penalty: 4823.312500
	Iteration 104Q: 3 clusters Score -1901273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1901273.625000 Penalty: 4823.312500
	Iteration 105Q: 3 clusters Score -1901274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1901272.125000 Penalty: 4823.312500
	Iteration 106Q: 3 clusters Score -1901272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1901275.875000 Penalty: 4823.312500
	Iteration 107Q: 3 clusters Score -1901276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1901278.625000 Penalty: 4823.312500
	Iteration 108Q: 3 clusters Score -1901279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1901281.875000 Penalty: 4823.312500
	Iteration 109Q: 3 clusters Score -1901282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1901282.625000 Penalty: 4823.312500
	Iteration 110Q: 3 clusters Score -1901283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1901284.625000 Penalty: 4823.312500
	Iteration 111Q: 3 clusters Score -1901285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1901285.750000 Penalty: 4823.312500
	Iteration 112Q: 3 clusters Score -1901286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1901291.375000 Penalty: 4823.312500
	Iteration 113Q: 3 clusters Score -1901291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1901289.375000 Penalty: 4823.312500
	Iteration 114Q: 3 clusters Score -1901289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1901292.750000 Penalty: 4823.312500
	Iteration 115Q: 3 clusters Score -1901293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1901292.750000 Penalty: 4823.312500
	Iteration 116Q: 3 clusters Score -1901293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1901294.750000 Penalty: 4823.312500
	Iteration 117Q: 3 clusters Score -1901295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1901295.250000 Penalty: 4823.312500
	Iteration 118Q: 3 clusters Score -1901295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1901299.875000 Penalty: 4823.312500
	Iteration 119Q: 3 clusters Score -1901300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1901297.500000 Penalty: 4823.312500
	Iteration 120F: 3 clusters Score -1901298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1901298.250000 Penalty: 4823.312500
	Iteration 121Q: 3 clusters Score -1901298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1901297.500000 Penalty: 4823.312500
	Iteration 122Q: 3 clusters Score -1901298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1901298.000000 Penalty: 4823.312500
	Iteration 123Q: 3 clusters Score -1901298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1901301.250000 Penalty: 4823.312500
	Iteration 124Q: 3 clusters Score -1901301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1901305.500000 Penalty: 4823.312500
	Iteration 125Q: 3 clusters Score -1901306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1901305.375000 Penalty: 4823.312500
	Iteration 126Q: 3 clusters Score -1901305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1901305.375000 Penalty: 4823.312500
	Iteration 127Q: 3 clusters Score -1901305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1901304.375000 Penalty: 4823.312500
	Iteration 128Q: 3 clusters Score -1901304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1901308.000000 Penalty: 4823.312500
	Iteration 129Q: 3 clusters Score -1901308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1901305.250000 Penalty: 4823.312500
	Iteration 130Q: 3 clusters Score -1901305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1901306.250000 Penalty: 4823.312500
	Iteration 131Q: 3 clusters Score -1901306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1901309.500000 Penalty: 4823.312500
	Iteration 132Q: 3 clusters Score -1901310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1901309.875000 Penalty: 4823.312500
	Iteration 133Q: 3 clusters Score -1901310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1901310.750000 Penalty: 4823.312500
	Iteration 134Q: 3 clusters Score -1901311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1901308.250000 Penalty: 4823.312500
	Iteration 135Q: 3 clusters Score -1901308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1901308.625000 Penalty: 4823.312500
	Iteration 136Q: 3 clusters Score -1901309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1901308.625000 Penalty: 4823.312500
	Iteration 137Q: 3 clusters Score -1901309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1901313.750000 Penalty: 4823.312500
	Iteration 138Q: 3 clusters Score -1901314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1901310.000000 Penalty: 4823.312500
	Iteration 139Q: 3 clusters Score -1901310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1901311.625000 Penalty: 4823.312500
	Iteration 140F: 3 clusters Score -1901312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1901314.250000 Penalty: 4823.312500
	Iteration 141Q: 3 clusters Score -1901314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1901314.750000 Penalty: 4823.312500
	Iteration 142Q: 3 clusters Score -1901315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1901314.750000 Penalty: 4823.312500
	Iteration 143F: 3 clusters Score -1901315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -134196.671875 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -134196.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132232.421875 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -132232.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132618.500000 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -132618.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132780.234375 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -132780.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132916.796875 Penalty: 3533.741211
	Iteration 3F: 3 clusters Score -132916.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -133041.484375 Penalty: 3533.741211
	Iteration 4F: 3 clusters Score -133041.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -133101.625000 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -133101.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -133213.109375 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -133213.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -133302.062500 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -133302.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -133374.812500 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -133374.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -133467.843750 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -133467.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -133550.203125 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -133550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133670.000000 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -133670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133790.156250 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -133790.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133931.687500 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -133931.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134068.515625 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -134068.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134200.640625 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -134200.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134292.375000 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -134292.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134375.406250 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -134375.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134421.921875 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -134421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134445.312500 Penalty: 3533.741211
	Iteration 19Q: 3 clusters Score -134445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134469.125000 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -134469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134497.718750 Penalty: 3533.741211
	Iteration 21Q: 3 clusters Score -134497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134507.203125 Penalty: 3533.741211
	Iteration 22Q: 3 clusters Score -134507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134510.375000 Penalty: 3533.741211
	Iteration 23Q: 3 clusters Score -134510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134510.375000 Penalty: 3533.741211
	Iteration 24F: 3 clusters Score -134510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 109981 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24729 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22760 members 
Mstep: Class 8 contains 117103 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70822 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 708 members 
Mstep: Class 13 contains 60749 members 
Mstep: Class 14 contains 161085 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237625 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164186 members 
Mstep: Class 21 contains 169643 members 
Mstep: Class 22 contains 96222 members 
Mstep: Class 23 contains 46786 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172232 members 
Mstep: Class 26 contains 16525 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82244 members 
Mstep: Class 30 contains 29250 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6054 members 
Mstep: Class 33 contains 10188 members 
Mstep: Class 34 contains 534 members 
Entering Unmasked Estep 
Score: -205573248.000000 Penalty: 121378.507812
Splitting cluster 12 changes total score from -205574768.000000 to -205573248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Entering Unmasked Estep 
Score: -7166179.000000 Penalty: 2731.597656
	Iteration 0F: 2 clusters Score -7166179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -7125458.000000 Penalty: 5463.195312
	Iteration 0F: 3 clusters Score -7125458 nChanged 28162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -7141240.500000 Penalty: 5463.195312
	Iteration 1F: 3 clusters Score -7141240 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -7141812.500000 Penalty: 5463.195312
	Iteration 2Q: 3 clusters Score -7141812 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -7142475.500000 Penalty: 5463.195312
	Iteration 3Q: 3 clusters Score -7142476 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7143495.500000 Penalty: 5463.195312
	Iteration 4Q: 3 clusters Score -7143496 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -7144942.000000 Penalty: 5463.195312
	Iteration 5Q: 3 clusters Score -7144942 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -7146955.500000 Penalty: 5463.195312
	Iteration 6Q: 3 clusters Score -7146956 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -7149291.500000 Penalty: 5463.195312
	Iteration 7F: 3 clusters Score -7149292 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -7151656.000000 Penalty: 5463.195312
	Iteration 8F: 3 clusters Score -7151656 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7153690.500000 Penalty: 5463.195312
	Iteration 9F: 3 clusters Score -7153690 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7155562.000000 Penalty: 5463.195312
	Iteration 10F: 3 clusters Score -7155562 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -7157315.000000 Penalty: 5463.195312
	Iteration 11Q: 3 clusters Score -7157315 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -7158803.000000 Penalty: 5463.195312
	Iteration 12Q: 3 clusters Score -7158803 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -7160033.500000 Penalty: 5463.195312
	Iteration 13Q: 3 clusters Score -7160034 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -7160933.500000 Penalty: 5463.195312
	Iteration 14Q: 3 clusters Score -7160934 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -7161555.000000 Penalty: 5463.195312
	Iteration 15Q: 3 clusters Score -7161555 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -7161874.500000 Penalty: 5463.195312
	Iteration 16Q: 3 clusters Score -7161874 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -7162049.500000 Penalty: 5463.195312
	Iteration 17Q: 3 clusters Score -7162050 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7162118.000000 Penalty: 5463.195312
	Iteration 18Q: 3 clusters Score -7162118 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -7162154.500000 Penalty: 5463.195312
	Iteration 19Q: 3 clusters Score -7162154 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -7162178.500000 Penalty: 5463.195312
	Iteration 20F: 3 clusters Score -7162178 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7162181.500000 Penalty: 5463.195312
	Iteration 21Q: 3 clusters Score -7162182 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -7162182.500000 Penalty: 5463.195312
	Iteration 22Q: 3 clusters Score -7162182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -7162174.500000 Penalty: 5463.195312
	Iteration 23Q: 3 clusters Score -7162174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -7162167.500000 Penalty: 5463.195312
	Iteration 24Q: 3 clusters Score -7162168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -7162178.000000 Penalty: 5463.195312
	Iteration 25Q: 3 clusters Score -7162178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -7162172.000000 Penalty: 5463.195312
	Iteration 26Q: 3 clusters Score -7162172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -7162170.500000 Penalty: 5463.195312
	Iteration 27Q: 3 clusters Score -7162170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7162167.000000 Penalty: 5463.195312
	Iteration 28Q: 3 clusters Score -7162167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7162173.500000 Penalty: 5463.195312
	Iteration 29Q: 3 clusters Score -7162174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -7162182.000000 Penalty: 5463.195312
	Iteration 30Q: 3 clusters Score -7162182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7162184.500000 Penalty: 5463.195312
	Iteration 31Q: 3 clusters Score -7162184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -7162175.500000 Penalty: 5463.195312
	Iteration 32Q: 3 clusters Score -7162176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7162182.000000 Penalty: 5463.195312
	Iteration 33Q: 3 clusters Score -7162182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -7162182.000000 Penalty: 5463.195312
	Iteration 34Q: 3 clusters Score -7162182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -7162178.500000 Penalty: 5463.195312
	Iteration 35Q: 3 clusters Score -7162178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -7162177.500000 Penalty: 5463.195312
	Iteration 36Q: 3 clusters Score -7162178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -7162182.000000 Penalty: 5463.195312
	Iteration 37Q: 3 clusters Score -7162182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -7162181.500000 Penalty: 5463.195312
	Iteration 38Q: 3 clusters Score -7162182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -7162177.500000 Penalty: 5463.195312
	Iteration 39Q: 3 clusters Score -7162178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -7162177.000000 Penalty: 5463.195312
	Iteration 40F: 3 clusters Score -7162177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7162180.000000 Penalty: 5463.195312
	Iteration 41Q: 3 clusters Score -7162180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7162181.000000 Penalty: 5463.195312
	Iteration 42Q: 3 clusters Score -7162181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7162181.000000 Penalty: 5463.195312
	Iteration 43F: 3 clusters Score -7162181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161085 members 
Entering Unmasked Estep 
Score: -19211278.000000 Penalty: 2973.442627
	Iteration 0F: 2 clusters Score -1.921128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -19105206.000000 Penalty: 5946.885254
	Iteration 0F: 3 clusters Score -1.910521e+07 nChanged 76951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -19149686.000000 Penalty: 5946.885254
	Iteration 1F: 3 clusters Score -1.914969e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -19150898.000000 Penalty: 5946.885254
	Iteration 2Q: 3 clusters Score -1.91509e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -19152288.000000 Penalty: 5946.885254
	Iteration 3Q: 3 clusters Score -1.915229e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 87730 members 
Entering Unmasked Estep 
Score: -19154524.000000 Penalty: 5946.885254
	Iteration 4Q: 3 clusters Score -1.915452e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -19157738.000000 Penalty: 5946.885254
	Iteration 5Q: 3 clusters Score -1.915774e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -19162302.000000 Penalty: 5946.885254
	Iteration 6F: 3 clusters Score -1.91623e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 106594 members 
Entering Unmasked Estep 
Score: -19167966.000000 Penalty: 5946.885254
	Iteration 7F: 3 clusters Score -1.916797e+07 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -19174672.000000 Penalty: 5946.885254
	Iteration 8F: 3 clusters Score -1.917467e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 126060 members 
Entering Unmasked Estep 
Score: -19181776.000000 Penalty: 5946.885254
	Iteration 9F: 3 clusters Score -1.918178e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 135928 members 
Entering Unmasked Estep 
Score: -19189204.000000 Penalty: 5946.885254
	Iteration 10F: 3 clusters Score -1.91892e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -19195946.000000 Penalty: 5946.885254
	Iteration 11F: 3 clusters Score -1.919595e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 151362 members 
Entering Unmasked Estep 
Score: -19201366.000000 Penalty: 5946.885254
	Iteration 12Q: 3 clusters Score -1.920137e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -19205168.000000 Penalty: 5946.885254
	Iteration 13Q: 3 clusters Score -1.920517e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 158671 members 
Entering Unmasked Estep 
Score: -19207170.000000 Penalty: 5946.885254
	Iteration 14Q: 3 clusters Score -1.920717e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -19207960.000000 Penalty: 5946.885254
	Iteration 15Q: 3 clusters Score -1.920796e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -19208260.000000 Penalty: 5946.885254
	Iteration 16Q: 3 clusters Score -1.920826e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -19208488.000000 Penalty: 5946.885254
	Iteration 17Q: 3 clusters Score -1.920849e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -19208584.000000 Penalty: 5946.885254
	Iteration 18Q: 3 clusters Score -1.920858e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 160613 members 
Entering Unmasked Estep 
Score: -19208634.000000 Penalty: 5946.885254
	Iteration 19Q: 3 clusters Score -1.920863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -19208678.000000 Penalty: 5946.885254
	Iteration 20F: 3 clusters Score -1.920868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -19208698.000000 Penalty: 5946.885254
	Iteration 21Q: 3 clusters Score -1.92087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -19208712.000000 Penalty: 5946.885254
	Iteration 22Q: 3 clusters Score -1.920871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -19208720.000000 Penalty: 5946.885254
	Iteration 23Q: 3 clusters Score -1.920872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 160684 members 
Entering Unmasked Estep 
Score: -19208718.000000 Penalty: 5946.885254
	Iteration 24Q: 3 clusters Score -1.920872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -19208716.000000 Penalty: 5946.885254
	Iteration 25Q: 3 clusters Score -1.920872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 160687 members 
Entering Unmasked Estep 
Score: -19208708.000000 Penalty: 5946.885254
	Iteration 26Q: 3 clusters Score -1.920871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -19208738.000000 Penalty: 5946.885254
	Iteration 27Q: 3 clusters Score -1.920874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 160695 members 
Entering Unmasked Estep 
Score: -19208740.000000 Penalty: 5946.885254
	Iteration 28Q: 3 clusters Score -1.920874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 160696 members 
Entering Unmasked Estep 
Score: -19208740.000000 Penalty: 5946.885254
	Iteration 29Q: 3 clusters Score -1.920874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 160696 members 
Entering Unmasked Estep 
Score: -19208740.000000 Penalty: 5946.885254
	Iteration 30F: 3 clusters Score -1.920874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36402.433594 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36402.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36579.878906 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36579.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36637.429688 Penalty: 2938.430908
	Iteration 2Q: 3 clusters Score -36637.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36698.117188 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36698.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36797.480469 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36797.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36879.496094 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -36879.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36945.488281 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -36945.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37006.734375 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -37006.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37062.035156 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -37062.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37105.191406 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -37105.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37224.085938 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -37224.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37368.324219 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -37368.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37469.300781 Penalty: 2938.430908
	Iteration 12Q: 3 clusters Score -37469.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37539.351562 Penalty: 2938.430908
	Iteration 13Q: 3 clusters Score -37539.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37554.890625 Penalty: 2938.430908
	Iteration 14Q: 3 clusters Score -37554.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37563.445312 Penalty: 2938.430908
	Iteration 15Q: 3 clusters Score -37563.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37568.156250 Penalty: 2938.430908
	Iteration 16F: 3 clusters Score -37568.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37619.718750 Penalty: 2938.430908
	Iteration 17Q: 3 clusters Score -37619.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37619.718750 Penalty: 2938.430908
	Iteration 18F: 3 clusters Score -37619.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Entering Unmasked Estep 
Score: -4302690.000000 Penalty: 2603.709473
	Iteration 0F: 2 clusters Score -4302690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4278082.500000 Penalty: 5207.418945
	Iteration 0F: 3 clusters Score -4278082 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -4287125.000000 Penalty: 5207.418945
	Iteration 1F: 3 clusters Score -4287125 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4287847.000000 Penalty: 5207.418945
	Iteration 2Q: 3 clusters Score -4287847 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4288801.500000 Penalty: 5207.418945
	Iteration 3F: 3 clusters Score -4288802 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4290092.000000 Penalty: 5207.418945
	Iteration 4F: 3 clusters Score -4290092 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4291648.000000 Penalty: 5207.418945
	Iteration 5F: 3 clusters Score -4291648 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -4293309.500000 Penalty: 5207.418945
	Iteration 6F: 3 clusters Score -4293310 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -4294859.000000 Penalty: 5207.418945
	Iteration 7F: 3 clusters Score -4294859 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4296135.000000 Penalty: 5207.418945
	Iteration 8F: 3 clusters Score -4296135 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -4297177.500000 Penalty: 5207.418945
	Iteration 9Q: 3 clusters Score -4297178 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4298009.500000 Penalty: 5207.418945
	Iteration 10Q: 3 clusters Score -4298010 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4298745.500000 Penalty: 5207.418945
	Iteration 11Q: 3 clusters Score -4298746 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4299262.500000 Penalty: 5207.418945
	Iteration 12Q: 3 clusters Score -4299262 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4299690.500000 Penalty: 5207.418945
	Iteration 13Q: 3 clusters Score -4299690 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4299985.000000 Penalty: 5207.418945
	Iteration 14Q: 3 clusters Score -4299985 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4300195.500000 Penalty: 5207.418945
	Iteration 15Q: 3 clusters Score -4300196 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4300347.500000 Penalty: 5207.418945
	Iteration 16Q: 3 clusters Score -4300348 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4300454.000000 Penalty: 5207.418945
	Iteration 17Q: 3 clusters Score -4300454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4300533.500000 Penalty: 5207.418945
	Iteration 18Q: 3 clusters Score -4300534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4300582.500000 Penalty: 5207.418945
	Iteration 19Q: 3 clusters Score -4300582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4300607.500000 Penalty: 5207.418945
	Iteration 20F: 3 clusters Score -4300608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4300634.500000 Penalty: 5207.418945
	Iteration 21Q: 3 clusters Score -4300634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4300644.500000 Penalty: 5207.418945
	Iteration 22Q: 3 clusters Score -4300644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4300658.500000 Penalty: 5207.418945
	Iteration 23Q: 3 clusters Score -4300658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4300662.000000 Penalty: 5207.418945
	Iteration 24Q: 3 clusters Score -4300662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4300662.500000 Penalty: 5207.418945
	Iteration 25Q: 3 clusters Score -4300662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4300668.500000 Penalty: 5207.418945
	Iteration 26Q: 3 clusters Score -4300668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4300675.500000 Penalty: 5207.418945
	Iteration 27Q: 3 clusters Score -4300676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4300677.000000 Penalty: 5207.418945
	Iteration 28Q: 3 clusters Score -4300677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4300688.500000 Penalty: 5207.418945
	Iteration 29Q: 3 clusters Score -4300688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4300684.500000 Penalty: 5207.418945
	Iteration 30Q: 3 clusters Score -4300684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4300690.000000 Penalty: 5207.418945
	Iteration 31Q: 3 clusters Score -4300690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4300694.500000 Penalty: 5207.418945
	Iteration 32Q: 3 clusters Score -4300694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4300693.500000 Penalty: 5207.418945
	Iteration 33Q: 3 clusters Score -4300694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4300693.500000 Penalty: 5207.418945
	Iteration 34Q: 3 clusters Score -4300694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4300699.000000 Penalty: 5207.418945
	Iteration 35Q: 3 clusters Score -4300699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4300697.000000 Penalty: 5207.418945
	Iteration 36Q: 3 clusters Score -4300697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4300690.000000 Penalty: 5207.418945
	Iteration 37Q: 3 clusters Score -4300690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -4300692.000000 Penalty: 5207.418945
	Iteration 38Q: 3 clusters Score -4300692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -4300692.500000 Penalty: 5207.418945
	Iteration 39Q: 3 clusters Score -4300692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4300696.000000 Penalty: 5207.418945
	Iteration 40F: 3 clusters Score -4300696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (237625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237625 members 
Entering Unmasked Estep 
Score: -27887042.000000 Penalty: 3069.855469
	Iteration 0F: 2 clusters Score -2.788704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -27728450.000000 Penalty: 6139.710938
	Iteration 0F: 3 clusters Score -2.772845e+07 nChanged 114175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 130565 members 
Entering Unmasked Estep 
Score: -27795490.000000 Penalty: 6139.710938
	Iteration 1F: 3 clusters Score -2.779549e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 137731 members 
Entering Unmasked Estep 
Score: -27798234.000000 Penalty: 6139.710938
	Iteration 2Q: 3 clusters Score -2.779823e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 148639 members 
Entering Unmasked Estep 
Score: -27803650.000000 Penalty: 6139.710938
	Iteration 3Q: 3 clusters Score -2.780365e+07 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -27814038.000000 Penalty: 6139.710938
	Iteration 4F: 3 clusters Score -2.781404e+07 nChanged 21018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 185588 members 
Entering Unmasked Estep 
Score: -27831218.000000 Penalty: 6139.710938
	Iteration 5F: 3 clusters Score -2.783122e+07 nChanged 22936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 208516 members 
Entering Unmasked Estep 
Score: -27854076.000000 Penalty: 6139.710938
	Iteration 6F: 3 clusters Score -2.785408e+07 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 226271 members 
Entering Unmasked Estep 
Score: -27873034.000000 Penalty: 6139.710938
	Iteration 7F: 3 clusters Score -2.787303e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 234516 members 
Entering Unmasked Estep 
Score: -27881514.000000 Penalty: 6139.710938
	Iteration 8Q: 3 clusters Score -2.788151e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 236770 members 
Entering Unmasked Estep 
Score: -27883614.000000 Penalty: 6139.710938
	Iteration 9Q: 3 clusters Score -2.788361e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 237213 members 
Entering Unmasked Estep 
Score: -27884116.000000 Penalty: 6139.710938
	Iteration 10Q: 3 clusters Score -2.788412e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 237302 members 
Entering Unmasked Estep 
Score: -27884364.000000 Penalty: 6139.710938
	Iteration 11Q: 3 clusters Score -2.788436e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237322 members 
Entering Unmasked Estep 
Score: -27884490.000000 Penalty: 6139.710938
	Iteration 12Q: 3 clusters Score -2.788449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 237327 members 
Entering Unmasked Estep 
Score: -27884572.000000 Penalty: 6139.710938
	Iteration 13Q: 3 clusters Score -2.788457e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237320 members 
Entering Unmasked Estep 
Score: -27884650.000000 Penalty: 6139.710938
	Iteration 14Q: 3 clusters Score -2.788465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 237312 members 
Entering Unmasked Estep 
Score: -27884694.000000 Penalty: 6139.710938
	Iteration 15Q: 3 clusters Score -2.788469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 237307 members 
Entering Unmasked Estep 
Score: -27884714.000000 Penalty: 6139.710938
	Iteration 16Q: 3 clusters Score -2.788471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 237304 members 
Entering Unmasked Estep 
Score: -27884748.000000 Penalty: 6139.710938
	Iteration 17Q: 3 clusters Score -2.788475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 237296 members 
Entering Unmasked Estep 
Score: -27884782.000000 Penalty: 6139.710938
	Iteration 18Q: 3 clusters Score -2.788478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237294 members 
Entering Unmasked Estep 
Score: -27884796.000000 Penalty: 6139.710938
	Iteration 19Q: 3 clusters Score -2.78848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237294 members 
Entering Unmasked Estep 
Score: -27884814.000000 Penalty: 6139.710938
	Iteration 20F: 3 clusters Score -2.788481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237286 members 
Entering Unmasked Estep 
Score: -27884840.000000 Penalty: 6139.710938
	Iteration 21Q: 3 clusters Score -2.788484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 237278 members 
Entering Unmasked Estep 
Score: -27884870.000000 Penalty: 6139.710938
	Iteration 22Q: 3 clusters Score -2.788487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 237270 members 
Entering Unmasked Estep 
Score: -27884868.000000 Penalty: 6139.710938
	Iteration 23Q: 3 clusters Score -2.788487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 237265 members 
Entering Unmasked Estep 
Score: -27884886.000000 Penalty: 6139.710938
	Iteration 24Q: 3 clusters Score -2.788489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 237262 members 
Entering Unmasked Estep 
Score: -27884890.000000 Penalty: 6139.710938
	Iteration 25Q: 3 clusters Score -2.788489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 237262 members 
Entering Unmasked Estep 
Score: -27884896.000000 Penalty: 6139.710938
	Iteration 26Q: 3 clusters Score -2.78849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 237263 members 
Entering Unmasked Estep 
Score: -27884894.000000 Penalty: 6139.710938
	Iteration 27Q: 3 clusters Score -2.788489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 237257 members 
Entering Unmasked Estep 
Score: -27884910.000000 Penalty: 6139.710938
	Iteration 28Q: 3 clusters Score -2.788491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 237255 members 
Entering Unmasked Estep 
Score: -27884918.000000 Penalty: 6139.710938
	Iteration 29Q: 3 clusters Score -2.788492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237252 members 
Entering Unmasked Estep 
Score: -27884918.000000 Penalty: 6139.710938
	Iteration 30Q: 3 clusters Score -2.788492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 237248 members 
Entering Unmasked Estep 
Score: -27884920.000000 Penalty: 6139.710938
	Iteration 31Q: 3 clusters Score -2.788492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 237239 members 
Entering Unmasked Estep 
Score: -27884922.000000 Penalty: 6139.710938
	Iteration 32Q: 3 clusters Score -2.788492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 237237 members 
Entering Unmasked Estep 
Score: -27884924.000000 Penalty: 6139.710938
	Iteration 33Q: 3 clusters Score -2.788492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 237237 members 
Entering Unmasked Estep 
Score: -27884924.000000 Penalty: 6139.710938
	Iteration 34F: 3 clusters Score -2.788492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -459825.656250 Penalty: 2067.899658
	Iteration 0F: 2 clusters Score -459825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -455964.250000 Penalty: 4135.799316
	Iteration 0F: 3 clusters Score -455964.2 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -457169.500000 Penalty: 4135.799316
	Iteration 1F: 3 clusters Score -457169.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -457771.812500 Penalty: 4135.799316
	Iteration 2F: 3 clusters Score -457771.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -458111.843750 Penalty: 4135.799316
	Iteration 3F: 3 clusters Score -458111.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -458310.031250 Penalty: 4135.799316
	Iteration 4F: 3 clusters Score -458310 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -458462.250000 Penalty: 4135.799316
	Iteration 5Q: 3 clusters Score -458462.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -458570.093750 Penalty: 4135.799316
	Iteration 6Q: 3 clusters Score -458570.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -458687.750000 Penalty: 4135.799316
	Iteration 7Q: 3 clusters Score -458687.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -458768.500000 Penalty: 4135.799316
	Iteration 8Q: 3 clusters Score -458768.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -458823.625000 Penalty: 4135.799316
	Iteration 9Q: 3 clusters Score -458823.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -458885.375000 Penalty: 4135.799316
	Iteration 10Q: 3 clusters Score -458885.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -458918.093750 Penalty: 4135.799316
	Iteration 11Q: 3 clusters Score -458918.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -458940.218750 Penalty: 4135.799316
	Iteration 12Q: 3 clusters Score -458940.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -458963.031250 Penalty: 4135.799316
	Iteration 13Q: 3 clusters Score -458963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -458984.343750 Penalty: 4135.799316
	Iteration 14Q: 3 clusters Score -458984.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -459016.562500 Penalty: 4135.799316
	Iteration 15Q: 3 clusters Score -459016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -459033.781250 Penalty: 4135.799316
	Iteration 16Q: 3 clusters Score -459033.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -459043.937500 Penalty: 4135.799316
	Iteration 17Q: 3 clusters Score -459043.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -459053.062500 Penalty: 4135.799316
	Iteration 18Q: 3 clusters Score -459053.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -459058.312500 Penalty: 4135.799316
	Iteration 19Q: 3 clusters Score -459058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -459063.437500 Penalty: 4135.799316
	Iteration 20F: 3 clusters Score -459063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -459073.375000 Penalty: 4135.799316
	Iteration 21Q: 3 clusters Score -459073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -459075.906250 Penalty: 4135.799316
	Iteration 22Q: 3 clusters Score -459075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -459078.187500 Penalty: 4135.799316
	Iteration 23Q: 3 clusters Score -459078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -459082.687500 Penalty: 4135.799316
	Iteration 24Q: 3 clusters Score -459082.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -459087.812500 Penalty: 4135.799316
	Iteration 25Q: 3 clusters Score -459087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -459089.000000 Penalty: 4135.799316
	Iteration 26Q: 3 clusters Score -459089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -459092.468750 Penalty: 4135.799316
	Iteration 27Q: 3 clusters Score -459092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -459092.281250 Penalty: 4135.799316
	Iteration 28Q: 3 clusters Score -459092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -459092.281250 Penalty: 4135.799316
	Iteration 29F: 3 clusters Score -459092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Entering Unmasked Estep 
Score: -1988754.625000 Penalty: 2420.800049
	Iteration 0F: 2 clusters Score -1988755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1976341.250000 Penalty: 4841.600098
	Iteration 0F: 3 clusters Score -1976341 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1980347.875000 Penalty: 4841.600098
	Iteration 1F: 3 clusters Score -1980348 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1980810.000000 Penalty: 4841.600098
	Iteration 2F: 3 clusters Score -1980810 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1981258.750000 Penalty: 4841.600098
	Iteration 3F: 3 clusters Score -1981259 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1981707.375000 Penalty: 4841.600098
	Iteration 4F: 3 clusters Score -1981707 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1982178.375000 Penalty: 4841.600098
	Iteration 5F: 3 clusters Score -1982178 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1982622.625000 Penalty: 4841.600098
	Iteration 6Q: 3 clusters Score -1982623 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1982995.625000 Penalty: 4841.600098
	Iteration 7Q: 3 clusters Score -1982996 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1983374.250000 Penalty: 4841.600098
	Iteration 8Q: 3 clusters Score -1983374 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1983752.500000 Penalty: 4841.600098
	Iteration 9Q: 3 clusters Score -1983752 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1984122.625000 Penalty: 4841.600098
	Iteration 10Q: 3 clusters Score -1984123 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1984429.250000 Penalty: 4841.600098
	Iteration 11Q: 3 clusters Score -1984429 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1984622.000000 Penalty: 4841.600098
	Iteration 12Q: 3 clusters Score -1984622 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1984766.125000 Penalty: 4841.600098
	Iteration 13Q: 3 clusters Score -1984766 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1984863.375000 Penalty: 4841.600098
	Iteration 14Q: 3 clusters Score -1984863 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1984937.875000 Penalty: 4841.600098
	Iteration 15Q: 3 clusters Score -1984938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1984976.875000 Penalty: 4841.600098
	Iteration 16Q: 3 clusters Score -1984977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1985009.125000 Penalty: 4841.600098
	Iteration 17Q: 3 clusters Score -1985009 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1985032.375000 Penalty: 4841.600098
	Iteration 18Q: 3 clusters Score -1985032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1985050.750000 Penalty: 4841.600098
	Iteration 19Q: 3 clusters Score -1985051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1985054.875000 Penalty: 4841.600098
	Iteration 20F: 3 clusters Score -1985055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1985063.750000 Penalty: 4841.600098
	Iteration 21Q: 3 clusters Score -1985064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1985072.000000 Penalty: 4841.600098
	Iteration 22Q: 3 clusters Score -1985072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1985087.250000 Penalty: 4841.600098
	Iteration 23Q: 3 clusters Score -1985087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1985094.000000 Penalty: 4841.600098
	Iteration 24Q: 3 clusters Score -1985094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1985103.125000 Penalty: 4841.600098
	Iteration 25Q: 3 clusters Score -1985103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1985107.250000 Penalty: 4841.600098
	Iteration 26Q: 3 clusters Score -1985107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1985113.500000 Penalty: 4841.600098
	Iteration 27Q: 3 clusters Score -1985114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1985118.250000 Penalty: 4841.600098
	Iteration 28Q: 3 clusters Score -1985118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1985119.500000 Penalty: 4841.600098
	Iteration 29Q: 3 clusters Score -1985120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1985124.375000 Penalty: 4841.600098
	Iteration 30Q: 3 clusters Score -1985124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1985134.625000 Penalty: 4841.600098
	Iteration 31Q: 3 clusters Score -1985135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1985144.000000 Penalty: 4841.600098
	Iteration 32Q: 3 clusters Score -1985144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1985139.000000 Penalty: 4841.600098
	Iteration 33Q: 3 clusters Score -1985139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1985145.875000 Penalty: 4841.600098
	Iteration 34Q: 3 clusters Score -1985146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1985150.250000 Penalty: 4841.600098
	Iteration 35Q: 3 clusters Score -1985150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1985153.250000 Penalty: 4841.600098
	Iteration 36Q: 3 clusters Score -1985153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1985154.875000 Penalty: 4841.600098
	Iteration 37Q: 3 clusters Score -1985155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1985155.625000 Penalty: 4841.600098
	Iteration 38Q: 3 clusters Score -1985156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1985158.750000 Penalty: 4841.600098
	Iteration 39Q: 3 clusters Score -1985159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1985162.000000 Penalty: 4841.600098
	Iteration 40F: 3 clusters Score -1985162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1985163.375000 Penalty: 4841.600098
	Iteration 41Q: 3 clusters Score -1985163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1985167.375000 Penalty: 4841.600098
	Iteration 42Q: 3 clusters Score -1985167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1985173.125000 Penalty: 4841.600098
	Iteration 43Q: 3 clusters Score -1985173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1985175.500000 Penalty: 4841.600098
	Iteration 44Q: 3 clusters Score -1985176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1985177.500000 Penalty: 4841.600098
	Iteration 45Q: 3 clusters Score -1985178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1985178.500000 Penalty: 4841.600098
	Iteration 46Q: 3 clusters Score -1985178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1985189.000000 Penalty: 4841.600098
	Iteration 47Q: 3 clusters Score -1985189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1985189.625000 Penalty: 4841.600098
	Iteration 48Q: 3 clusters Score -1985190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1985194.625000 Penalty: 4841.600098
	Iteration 49Q: 3 clusters Score -1985195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1985201.375000 Penalty: 4841.600098
	Iteration 50Q: 3 clusters Score -1985201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1985205.875000 Penalty: 4841.600098
	Iteration 51Q: 3 clusters Score -1985206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1985208.875000 Penalty: 4841.600098
	Iteration 52Q: 3 clusters Score -1985209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1985217.625000 Penalty: 4841.600098
	Iteration 53Q: 3 clusters Score -1985218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1985220.750000 Penalty: 4841.600098
	Iteration 54Q: 3 clusters Score -1985221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1985222.125000 Penalty: 4841.600098
	Iteration 55Q: 3 clusters Score -1985222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1985233.125000 Penalty: 4841.600098
	Iteration 56Q: 3 clusters Score -1985233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1985237.500000 Penalty: 4841.600098
	Iteration 57Q: 3 clusters Score -1985238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1985244.750000 Penalty: 4841.600098
	Iteration 58Q: 3 clusters Score -1985245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1985257.875000 Penalty: 4841.600098
	Iteration 59Q: 3 clusters Score -1985258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1985259.250000 Penalty: 4841.600098
	Iteration 60F: 3 clusters Score -1985259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1985265.250000 Penalty: 4841.600098
	Iteration 61Q: 3 clusters Score -1985265 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1985281.000000 Penalty: 4841.600098
	Iteration 62Q: 3 clusters Score -1985281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1985286.125000 Penalty: 4841.600098
	Iteration 63Q: 3 clusters Score -1985286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1985290.250000 Penalty: 4841.600098
	Iteration 64Q: 3 clusters Score -1985290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1985296.000000 Penalty: 4841.600098
	Iteration 65Q: 3 clusters Score -1985296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1985303.125000 Penalty: 4841.600098
	Iteration 66Q: 3 clusters Score -1985303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1985300.750000 Penalty: 4841.600098
	Iteration 67Q: 3 clusters Score -1985301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1985313.750000 Penalty: 4841.600098
	Iteration 68Q: 3 clusters Score -1985314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1985311.125000 Penalty: 4841.600098
	Iteration 69Q: 3 clusters Score -1985311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1985322.250000 Penalty: 4841.600098
	Iteration 70Q: 3 clusters Score -1985322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1985332.000000 Penalty: 4841.600098
	Iteration 71Q: 3 clusters Score -1985332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1985339.375000 Penalty: 4841.600098
	Iteration 72Q: 3 clusters Score -1985339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1985342.250000 Penalty: 4841.600098
	Iteration 73Q: 3 clusters Score -1985342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1985343.250000 Penalty: 4841.600098
	Iteration 74Q: 3 clusters Score -1985343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1985351.625000 Penalty: 4841.600098
	Iteration 75Q: 3 clusters Score -1985352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1985359.500000 Penalty: 4841.600098
	Iteration 76Q: 3 clusters Score -1985360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1985365.125000 Penalty: 4841.600098
	Iteration 77Q: 3 clusters Score -1985365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1985378.750000 Penalty: 4841.600098
	Iteration 78Q: 3 clusters Score -1985379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1985391.375000 Penalty: 4841.600098
	Iteration 79Q: 3 clusters Score -1985391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1985407.625000 Penalty: 4841.600098
	Iteration 80F: 3 clusters Score -1985408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1985420.250000 Penalty: 4841.600098
	Iteration 81Q: 3 clusters Score -1985420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1985430.250000 Penalty: 4841.600098
	Iteration 82Q: 3 clusters Score -1985430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1985444.250000 Penalty: 4841.600098
	Iteration 83Q: 3 clusters Score -1985444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1985466.875000 Penalty: 4841.600098
	Iteration 84Q: 3 clusters Score -1985467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1985484.125000 Penalty: 4841.600098
	Iteration 85Q: 3 clusters Score -1985484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1985507.500000 Penalty: 4841.600098
	Iteration 86Q: 3 clusters Score -1985508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1985553.875000 Penalty: 4841.600098
	Iteration 87Q: 3 clusters Score -1985554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1985608.500000 Penalty: 4841.600098
	Iteration 88Q: 3 clusters Score -1985608 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1985662.750000 Penalty: 4841.600098
	Iteration 89Q: 3 clusters Score -1985663 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1985766.250000 Penalty: 4841.600098
	Iteration 90Q: 3 clusters Score -1985766 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1985912.625000 Penalty: 4841.600098
	Iteration 91Q: 3 clusters Score -1985913 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1986124.500000 Penalty: 4841.600098
	Iteration 92Q: 3 clusters Score -1986124 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1986283.250000 Penalty: 4841.600098
	Iteration 93Q: 3 clusters Score -1986283 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1986413.375000 Penalty: 4841.600098
	Iteration 94Q: 3 clusters Score -1986413 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1986539.250000 Penalty: 4841.600098
	Iteration 95Q: 3 clusters Score -1986539 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1986647.125000 Penalty: 4841.600098
	Iteration 96Q: 3 clusters Score -1986647 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1986724.500000 Penalty: 4841.600098
	Iteration 97Q: 3 clusters Score -1986724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1986772.250000 Penalty: 4841.600098
	Iteration 98Q: 3 clusters Score -1986772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1986835.625000 Penalty: 4841.600098
	Iteration 99Q: 3 clusters Score -1986836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1986894.625000 Penalty: 4841.600098
	Iteration 100F: 3 clusters Score -1986895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1986926.125000 Penalty: 4841.600098
	Iteration 101Q: 3 clusters Score -1986926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1986947.875000 Penalty: 4841.600098
	Iteration 102Q: 3 clusters Score -1986948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1986966.250000 Penalty: 4841.600098
	Iteration 103Q: 3 clusters Score -1986966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1986973.125000 Penalty: 4841.600098
	Iteration 104Q: 3 clusters Score -1986973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1986989.625000 Penalty: 4841.600098
	Iteration 105Q: 3 clusters Score -1986990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1986998.500000 Penalty: 4841.600098
	Iteration 106Q: 3 clusters Score -1986998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1987005.375000 Penalty: 4841.600098
	Iteration 107Q: 3 clusters Score -1987005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1987009.375000 Penalty: 4841.600098
	Iteration 108Q: 3 clusters Score -1987009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1987008.750000 Penalty: 4841.600098
	Iteration 109Q: 3 clusters Score -1987009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1987020.125000 Penalty: 4841.600098
	Iteration 110Q: 3 clusters Score -1987020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1987024.000000 Penalty: 4841.600098
	Iteration 111Q: 3 clusters Score -1987024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1987025.000000 Penalty: 4841.600098
	Iteration 112Q: 3 clusters Score -1987025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1987031.500000 Penalty: 4841.600098
	Iteration 113Q: 3 clusters Score -1987032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1987031.250000 Penalty: 4841.600098
	Iteration 114Q: 3 clusters Score -1987031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1987035.125000 Penalty: 4841.600098
	Iteration 115Q: 3 clusters Score -1987035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1987032.000000 Penalty: 4841.600098
	Iteration 116Q: 3 clusters Score -1987032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1987028.875000 Penalty: 4841.600098
	Iteration 117Q: 3 clusters Score -1987029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1987029.125000 Penalty: 4841.600098
	Iteration 118Q: 3 clusters Score -1987029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1987028.875000 Penalty: 4841.600098
	Iteration 119Q: 3 clusters Score -1987029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1987028.875000 Penalty: 4841.600098
	Iteration 120F: 3 clusters Score -1987029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1987032.000000 Penalty: 4841.600098
	Iteration 121Q: 3 clusters Score -1987032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1987033.875000 Penalty: 4841.600098
	Iteration 122Q: 3 clusters Score -1987034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1987035.000000 Penalty: 4841.600098
	Iteration 123Q: 3 clusters Score -1987035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1987032.875000 Penalty: 4841.600098
	Iteration 124Q: 3 clusters Score -1987033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1987034.500000 Penalty: 4841.600098
	Iteration 125Q: 3 clusters Score -1987034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1987035.000000 Penalty: 4841.600098
	Iteration 126Q: 3 clusters Score -1987035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1987036.125000 Penalty: 4841.600098
	Iteration 127Q: 3 clusters Score -1987036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1987038.875000 Penalty: 4841.600098
	Iteration 128Q: 3 clusters Score -1987039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1987039.875000 Penalty: 4841.600098
	Iteration 129Q: 3 clusters Score -1987040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1987038.875000 Penalty: 4841.600098
	Iteration 130Q: 3 clusters Score -1987039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1987040.125000 Penalty: 4841.600098
	Iteration 131Q: 3 clusters Score -1987040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1987041.125000 Penalty: 4841.600098
	Iteration 132Q: 3 clusters Score -1987041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1987040.375000 Penalty: 4841.600098
	Iteration 133Q: 3 clusters Score -1987040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1987041.250000 Penalty: 4841.600098
	Iteration 134Q: 3 clusters Score -1987041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1987044.000000 Penalty: 4841.600098
	Iteration 135Q: 3 clusters Score -1987044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1987043.125000 Penalty: 4841.600098
	Iteration 136Q: 3 clusters Score -1987043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1987046.250000 Penalty: 4841.600098
	Iteration 137Q: 3 clusters Score -1987046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1987043.875000 Penalty: 4841.600098
	Iteration 138Q: 3 clusters Score -1987044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1987045.750000 Penalty: 4841.600098
	Iteration 139Q: 3 clusters Score -1987046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1987045.375000 Penalty: 4841.600098
	Iteration 140F: 3 clusters Score -1987045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1987047.000000 Penalty: 4841.600098
	Iteration 141Q: 3 clusters Score -1987047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1987043.750000 Penalty: 4841.600098
	Iteration 142Q: 3 clusters Score -1987044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1987044.500000 Penalty: 4841.600098
	Iteration 143Q: 3 clusters Score -1987044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1987044.500000 Penalty: 4841.600098
	Iteration 144F: 3 clusters Score -1987044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Entering Unmasked Estep 
Score: -19669418.000000 Penalty: 2978.171143
	Iteration 0F: 2 clusters Score -1.966942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -19561008.000000 Penalty: 5956.342285
	Iteration 0F: 3 clusters Score -1.956101e+07 nChanged 78698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -19606134.000000 Penalty: 5956.342285
	Iteration 1F: 3 clusters Score -1.960613e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -19607052.000000 Penalty: 5956.342285
	Iteration 2Q: 3 clusters Score -1.960705e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -19608384.000000 Penalty: 5956.342285
	Iteration 3Q: 3 clusters Score -1.960838e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -19610660.000000 Penalty: 5956.342285
	Iteration 4Q: 3 clusters Score -1.961066e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -19614324.000000 Penalty: 5956.342285
	Iteration 5Q: 3 clusters Score -1.961432e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112419 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -19621066.000000 Penalty: 5956.342285
	Iteration 6F: 3 clusters Score -1.962107e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -19631446.000000 Penalty: 5956.342285
	Iteration 7F: 3 clusters Score -1.963145e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139390 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -19644472.000000 Penalty: 5956.342285
	Iteration 8F: 3 clusters Score -1.964447e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -19656098.000000 Penalty: 5956.342285
	Iteration 9F: 3 clusters Score -1.96561e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -19662840.000000 Penalty: 5956.342285
	Iteration 10Q: 3 clusters Score -1.966284e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -19665402.000000 Penalty: 5956.342285
	Iteration 11Q: 3 clusters Score -1.96654e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163367 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19666210.000000 Penalty: 5956.342285
	Iteration 12Q: 3 clusters Score -1.966621e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -19666410.000000 Penalty: 5956.342285
	Iteration 13Q: 3 clusters Score -1.966641e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163789 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19666516.000000 Penalty: 5956.342285
	Iteration 14Q: 3 clusters Score -1.966652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163839 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19666594.000000 Penalty: 5956.342285
	Iteration 15Q: 3 clusters Score -1.966659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163862 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19666632.000000 Penalty: 5956.342285
	Iteration 16Q: 3 clusters Score -1.966663e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19666668.000000 Penalty: 5956.342285
	Iteration 17Q: 3 clusters Score -1.966667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19666710.000000 Penalty: 5956.342285
	Iteration 18Q: 3 clusters Score -1.966671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163904 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19666720.000000 Penalty: 5956.342285
	Iteration 19Q: 3 clusters Score -1.966672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19666726.000000 Penalty: 5956.342285
	Iteration 20F: 3 clusters Score -1.966673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163911 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19666742.000000 Penalty: 5956.342285
	Iteration 21Q: 3 clusters Score -1.966674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19666746.000000 Penalty: 5956.342285
	Iteration 22Q: 3 clusters Score -1.966675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19666744.000000 Penalty: 5956.342285
	Iteration 23Q: 3 clusters Score -1.966674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163911 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19666736.000000 Penalty: 5956.342285
	Iteration 24Q: 3 clusters Score -1.966674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19666740.000000 Penalty: 5956.342285
	Iteration 25Q: 3 clusters Score -1.966674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19666740.000000 Penalty: 5956.342285
	Iteration 26F: 3 clusters Score -1.966674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169643 members 
Entering Unmasked Estep 
Score: -20347690.000000 Penalty: 2986.280029
	Iteration 0F: 2 clusters Score -2.034769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -20235476.000000 Penalty: 5972.560059
	Iteration 0F: 3 clusters Score -2.023548e+07 nChanged 81117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -20283214.000000 Penalty: 5972.560059
	Iteration 1F: 3 clusters Score -2.028321e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -20284186.000000 Penalty: 5972.560059
	Iteration 2Q: 3 clusters Score -2.028419e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -20285156.000000 Penalty: 5972.560059
	Iteration 3Q: 3 clusters Score -2.028516e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -20286224.000000 Penalty: 5972.560059
	Iteration 4Q: 3 clusters Score -2.028622e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -20287580.000000 Penalty: 5972.560059
	Iteration 5Q: 3 clusters Score -2.028758e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -20289460.000000 Penalty: 5972.560059
	Iteration 6Q: 3 clusters Score -2.028946e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -20292002.000000 Penalty: 5972.560059
	Iteration 7Q: 3 clusters Score -2.0292e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -20295862.000000 Penalty: 5972.560059
	Iteration 8Q: 3 clusters Score -2.029586e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -20301788.000000 Penalty: 5972.560059
	Iteration 9F: 3 clusters Score -2.030179e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128390 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -20310580.000000 Penalty: 5972.560059
	Iteration 10F: 3 clusters Score -2.031058e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141269 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -20321704.000000 Penalty: 5972.560059
	Iteration 11F: 3 clusters Score -2.03217e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -20331884.000000 Penalty: 5972.560059
	Iteration 12F: 3 clusters Score -2.033188e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161122 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -20339088.000000 Penalty: 5972.560059
	Iteration 13Q: 3 clusters Score -2.033909e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165638 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -20342666.000000 Penalty: 5972.560059
	Iteration 14Q: 3 clusters Score -2.034267e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167664 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20344218.000000 Penalty: 5972.560059
	Iteration 15Q: 3 clusters Score -2.034422e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168448 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20344754.000000 Penalty: 5972.560059
	Iteration 16Q: 3 clusters Score -2.034475e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -20345012.000000 Penalty: 5972.560059
	Iteration 17Q: 3 clusters Score -2.034501e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168889 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -20345138.000000 Penalty: 5972.560059
	Iteration 18Q: 3 clusters Score -2.034514e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168961 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20345252.000000 Penalty: 5972.560059
	Iteration 19Q: 3 clusters Score -2.034525e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -20345312.000000 Penalty: 5972.560059
	Iteration 20F: 3 clusters Score -2.034531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20345372.000000 Penalty: 5972.560059
	Iteration 21Q: 3 clusters Score -2.034537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169038 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20345422.000000 Penalty: 5972.560059
	Iteration 22Q: 3 clusters Score -2.034542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169040 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20345436.000000 Penalty: 5972.560059
	Iteration 23Q: 3 clusters Score -2.034544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20345428.000000 Penalty: 5972.560059
	Iteration 24Q: 3 clusters Score -2.034543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169045 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -20345454.000000 Penalty: 5972.560059
	Iteration 25Q: 3 clusters Score -2.034545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169043 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20345464.000000 Penalty: 5972.560059
	Iteration 26Q: 3 clusters Score -2.034546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169043 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20345480.000000 Penalty: 5972.560059
	Iteration 27Q: 3 clusters Score -2.034548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -20345482.000000 Penalty: 5972.560059
	Iteration 28Q: 3 clusters Score -2.034548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169044 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20345486.000000 Penalty: 5972.560059
	Iteration 29Q: 3 clusters Score -2.034549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20345500.000000 Penalty: 5972.560059
	Iteration 30Q: 3 clusters Score -2.03455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169051 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20345492.000000 Penalty: 5972.560059
	Iteration 31Q: 3 clusters Score -2.034549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20345486.000000 Penalty: 5972.560059
	Iteration 32Q: 3 clusters Score -2.034549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20345484.000000 Penalty: 5972.560059
	Iteration 33Q: 3 clusters Score -2.034548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169058 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -20345490.000000 Penalty: 5972.560059
	Iteration 34Q: 3 clusters Score -2.034549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20345494.000000 Penalty: 5972.560059
	Iteration 35Q: 3 clusters Score -2.034549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20345498.000000 Penalty: 5972.560059
	Iteration 36Q: 3 clusters Score -2.03455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20345494.000000 Penalty: 5972.560059
	Iteration 37Q: 3 clusters Score -2.034549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169063 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20345488.000000 Penalty: 5972.560059
	Iteration 38Q: 3 clusters Score -2.034549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20345494.000000 Penalty: 5972.560059
	Iteration 39Q: 3 clusters Score -2.034549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20345496.000000 Penalty: 5972.560059
	Iteration 40F: 3 clusters Score -2.03455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20345492.000000 Penalty: 5972.560059
	Iteration 41Q: 3 clusters Score -2.034549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20345492.000000 Penalty: 5972.560059
	Iteration 42F: 3 clusters Score -2.034549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Entering Unmasked Estep 
Score: -11446226.000000 Penalty: 2845.654297
	Iteration 0F: 2 clusters Score -1.144623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -11381880.000000 Penalty: 5691.308594
	Iteration 0F: 3 clusters Score -1.138188e+07 nChanged 45452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -11407831.000000 Penalty: 5691.308594
	Iteration 1F: 3 clusters Score -1.140783e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -11408820.000000 Penalty: 5691.308594
	Iteration 2Q: 3 clusters Score -1.140882e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -11410122.000000 Penalty: 5691.308594
	Iteration 3Q: 3 clusters Score -1.141012e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -11411900.000000 Penalty: 5691.308594
	Iteration 4Q: 3 clusters Score -1.14119e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -11414591.000000 Penalty: 5691.308594
	Iteration 5F: 3 clusters Score -1.141459e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -11418311.000000 Penalty: 5691.308594
	Iteration 6F: 3 clusters Score -1.141831e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -11422913.000000 Penalty: 5691.308594
	Iteration 7F: 3 clusters Score -1.142291e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -11428039.000000 Penalty: 5691.308594
	Iteration 8F: 3 clusters Score -1.142804e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -11432418.000000 Penalty: 5691.308594
	Iteration 9F: 3 clusters Score -1.143242e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -11434996.000000 Penalty: 5691.308594
	Iteration 10Q: 3 clusters Score -1.1435e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -11436284.000000 Penalty: 5691.308594
	Iteration 11Q: 3 clusters Score -1.143628e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -11436987.000000 Penalty: 5691.308594
	Iteration 12Q: 3 clusters Score -1.143699e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -11437377.000000 Penalty: 5691.308594
	Iteration 13Q: 3 clusters Score -1.143738e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -11437805.000000 Penalty: 5691.308594
	Iteration 14Q: 3 clusters Score -1.14378e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -11438062.000000 Penalty: 5691.308594
	Iteration 15Q: 3 clusters Score -1.143806e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -11438242.000000 Penalty: 5691.308594
	Iteration 16Q: 3 clusters Score -1.143824e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -11438410.000000 Penalty: 5691.308594
	Iteration 17Q: 3 clusters Score -1.143841e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -11438567.000000 Penalty: 5691.308594
	Iteration 18Q: 3 clusters Score -1.143857e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -11438671.000000 Penalty: 5691.308594
	Iteration 19Q: 3 clusters Score -1.143867e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -11438803.000000 Penalty: 5691.308594
	Iteration 20F: 3 clusters Score -1.14388e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -11438838.000000 Penalty: 5691.308594
	Iteration 21Q: 3 clusters Score -1.143884e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -11438920.000000 Penalty: 5691.308594
	Iteration 22Q: 3 clusters Score -1.143892e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -11438939.000000 Penalty: 5691.308594
	Iteration 23Q: 3 clusters Score -1.143894e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -11438971.000000 Penalty: 5691.308594
	Iteration 24Q: 3 clusters Score -1.143897e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -11438988.000000 Penalty: 5691.308594
	Iteration 25Q: 3 clusters Score -1.143899e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -11439003.000000 Penalty: 5691.308594
	Iteration 26Q: 3 clusters Score -1.1439e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -11439037.000000 Penalty: 5691.308594
	Iteration 27Q: 3 clusters Score -1.143904e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -11439050.000000 Penalty: 5691.308594
	Iteration 28Q: 3 clusters Score -1.143905e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -11439055.000000 Penalty: 5691.308594
	Iteration 29Q: 3 clusters Score -1.143906e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -11439107.000000 Penalty: 5691.308594
	Iteration 30Q: 3 clusters Score -1.143911e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -11439052.000000 Penalty: 5691.308594
	Iteration 31Q: 3 clusters Score -1.143905e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -11439093.000000 Penalty: 5691.308594
	Iteration 32Q: 3 clusters Score -1.143909e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -11439136.000000 Penalty: 5691.308594
	Iteration 33Q: 3 clusters Score -1.143914e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -11439129.000000 Penalty: 5691.308594
	Iteration 34Q: 3 clusters Score -1.143913e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -11439112.000000 Penalty: 5691.308594
	Iteration 35Q: 3 clusters Score -1.143911e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -11439117.000000 Penalty: 5691.308594
	Iteration 36Q: 3 clusters Score -1.143912e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -11439122.000000 Penalty: 5691.308594
	Iteration 37Q: 3 clusters Score -1.143912e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -11439111.000000 Penalty: 5691.308594
	Iteration 38Q: 3 clusters Score -1.143911e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -11439125.000000 Penalty: 5691.308594
	Iteration 39Q: 3 clusters Score -1.143912e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -11439137.000000 Penalty: 5691.308594
	Iteration 40F: 3 clusters Score -1.143914e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -11439140.000000 Penalty: 5691.308594
	Iteration 41Q: 3 clusters Score -1.143914e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -11439117.000000 Penalty: 5691.308594
	Iteration 42Q: 3 clusters Score -1.143912e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -11439152.000000 Penalty: 5691.308594
	Iteration 43Q: 3 clusters Score -1.143915e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -11439151.000000 Penalty: 5691.308594
	Iteration 44Q: 3 clusters Score -1.143915e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -11439141.000000 Penalty: 5691.308594
	Iteration 45Q: 3 clusters Score -1.143914e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -11439138.000000 Penalty: 5691.308594
	Iteration 46Q: 3 clusters Score -1.143914e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -11439120.000000 Penalty: 5691.308594
	Iteration 47Q: 3 clusters Score -1.143912e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -11439153.000000 Penalty: 5691.308594
	Iteration 48Q: 3 clusters Score -1.143915e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -11439154.000000 Penalty: 5691.308594
	Iteration 49Q: 3 clusters Score -1.143915e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -11439154.000000 Penalty: 5691.308594
	Iteration 50Q: 3 clusters Score -1.143915e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -11439146.000000 Penalty: 5691.308594
	Iteration 51Q: 3 clusters Score -1.143915e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -11439154.000000 Penalty: 5691.308594
	Iteration 52Q: 3 clusters Score -1.143915e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -11439172.000000 Penalty: 5691.308594
	Iteration 53Q: 3 clusters Score -1.143917e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -11439174.000000 Penalty: 5691.308594
	Iteration 54Q: 3 clusters Score -1.143917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -11439168.000000 Penalty: 5691.308594
	Iteration 55Q: 3 clusters Score -1.143917e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -11439154.000000 Penalty: 5691.308594
	Iteration 56Q: 3 clusters Score -1.143915e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -11439164.000000 Penalty: 5691.308594
	Iteration 57Q: 3 clusters Score -1.143916e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -11439178.000000 Penalty: 5691.308594
	Iteration 58Q: 3 clusters Score -1.143918e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -11439189.000000 Penalty: 5691.308594
	Iteration 59Q: 3 clusters Score -1.143919e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -11439215.000000 Penalty: 5691.308594
	Iteration 60F: 3 clusters Score -1.143922e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -11439220.000000 Penalty: 5691.308594
	Iteration 61Q: 3 clusters Score -1.143922e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -11439228.000000 Penalty: 5691.308594
	Iteration 62Q: 3 clusters Score -1.143923e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -11439235.000000 Penalty: 5691.308594
	Iteration 63Q: 3 clusters Score -1.143924e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -11439218.000000 Penalty: 5691.308594
	Iteration 64Q: 3 clusters Score -1.143922e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -11439232.000000 Penalty: 5691.308594
	Iteration 65Q: 3 clusters Score -1.143923e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -11439230.000000 Penalty: 5691.308594
	Iteration 66Q: 3 clusters Score -1.143923e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -11439247.000000 Penalty: 5691.308594
	Iteration 67Q: 3 clusters Score -1.143925e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -11439218.000000 Penalty: 5691.308594
	Iteration 68Q: 3 clusters Score -1.143922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -11439220.000000 Penalty: 5691.308594
	Iteration 69Q: 3 clusters Score -1.143922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -11439240.000000 Penalty: 5691.308594
	Iteration 70Q: 3 clusters Score -1.143924e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -11439236.000000 Penalty: 5691.308594
	Iteration 71Q: 3 clusters Score -1.143924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -11439247.000000 Penalty: 5691.308594
	Iteration 72Q: 3 clusters Score -1.143925e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -11439245.000000 Penalty: 5691.308594
	Iteration 73Q: 3 clusters Score -1.143924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -11439238.000000 Penalty: 5691.308594
	Iteration 74Q: 3 clusters Score -1.143924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -11439255.000000 Penalty: 5691.308594
	Iteration 75Q: 3 clusters Score -1.143926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -11439263.000000 Penalty: 5691.308594
	Iteration 76Q: 3 clusters Score -1.143926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -11439251.000000 Penalty: 5691.308594
	Iteration 77Q: 3 clusters Score -1.143925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -11439255.000000 Penalty: 5691.308594
	Iteration 78Q: 3 clusters Score -1.143926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -11439265.000000 Penalty: 5691.308594
	Iteration 79Q: 3 clusters Score -1.143926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -11439282.000000 Penalty: 5691.308594
	Iteration 80F: 3 clusters Score -1.143928e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -11439285.000000 Penalty: 5691.308594
	Iteration 81Q: 3 clusters Score -1.143928e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -11439280.000000 Penalty: 5691.308594
	Iteration 82Q: 3 clusters Score -1.143928e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -11439279.000000 Penalty: 5691.308594
	Iteration 83Q: 3 clusters Score -1.143928e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -11439291.000000 Penalty: 5691.308594
	Iteration 84Q: 3 clusters Score -1.143929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -11439270.000000 Penalty: 5691.308594
	Iteration 85Q: 3 clusters Score -1.143927e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -11439284.000000 Penalty: 5691.308594
	Iteration 86Q: 3 clusters Score -1.143928e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -11439294.000000 Penalty: 5691.308594
	Iteration 87Q: 3 clusters Score -1.143929e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -11439266.000000 Penalty: 5691.308594
	Iteration 88Q: 3 clusters Score -1.143927e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -11439250.000000 Penalty: 5691.308594
	Iteration 89Q: 3 clusters Score -1.143925e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -11439263.000000 Penalty: 5691.308594
	Iteration 90Q: 3 clusters Score -1.143926e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -11439245.000000 Penalty: 5691.308594
	Iteration 91Q: 3 clusters Score -1.143924e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -11439246.000000 Penalty: 5691.308594
	Iteration 92Q: 3 clusters Score -1.143925e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -11439248.000000 Penalty: 5691.308594
	Iteration 93Q: 3 clusters Score -1.143925e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -11439283.000000 Penalty: 5691.308594
	Iteration 94Q: 3 clusters Score -1.143928e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -11439281.000000 Penalty: 5691.308594
	Iteration 95Q: 3 clusters Score -1.143928e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -11439280.000000 Penalty: 5691.308594
	Iteration 96Q: 3 clusters Score -1.143928e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -11439267.000000 Penalty: 5691.308594
	Iteration 97Q: 3 clusters Score -1.143927e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -11439271.000000 Penalty: 5691.308594
	Iteration 98Q: 3 clusters Score -1.143927e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -11439296.000000 Penalty: 5691.308594
	Iteration 99Q: 3 clusters Score -1.14393e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -11439287.000000 Penalty: 5691.308594
	Iteration 100F: 3 clusters Score -1.143929e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -11439295.000000 Penalty: 5691.308594
	Iteration 101Q: 3 clusters Score -1.14393e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -11439296.000000 Penalty: 5691.308594
	Iteration 102Q: 3 clusters Score -1.14393e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -11439293.000000 Penalty: 5691.308594
	Iteration 103Q: 3 clusters Score -1.143929e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -11439297.000000 Penalty: 5691.308594
	Iteration 104Q: 3 clusters Score -1.14393e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -11439314.000000 Penalty: 5691.308594
	Iteration 105Q: 3 clusters Score -1.143931e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -11439324.000000 Penalty: 5691.308594
	Iteration 106Q: 3 clusters Score -1.143932e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -11439342.000000 Penalty: 5691.308594
	Iteration 107Q: 3 clusters Score -1.143934e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -11439325.000000 Penalty: 5691.308594
	Iteration 108Q: 3 clusters Score -1.143932e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -11439355.000000 Penalty: 5691.308594
	Iteration 109Q: 3 clusters Score -1.143936e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -11439380.000000 Penalty: 5691.308594
	Iteration 110Q: 3 clusters Score -1.143938e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -11439376.000000 Penalty: 5691.308594
	Iteration 111Q: 3 clusters Score -1.143938e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -11439392.000000 Penalty: 5691.308594
	Iteration 112Q: 3 clusters Score -1.143939e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -11439417.000000 Penalty: 5691.308594
	Iteration 113Q: 3 clusters Score -1.143942e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -11439428.000000 Penalty: 5691.308594
	Iteration 114Q: 3 clusters Score -1.143943e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -11439446.000000 Penalty: 5691.308594
	Iteration 115Q: 3 clusters Score -1.143945e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -11439449.000000 Penalty: 5691.308594
	Iteration 116Q: 3 clusters Score -1.143945e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -11439483.000000 Penalty: 5691.308594
	Iteration 117Q: 3 clusters Score -1.143948e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -11439506.000000 Penalty: 5691.308594
	Iteration 118Q: 3 clusters Score -1.143951e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -11439499.000000 Penalty: 5691.308594
	Iteration 119Q: 3 clusters Score -1.14395e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -11439508.000000 Penalty: 5691.308594
	Iteration 120F: 3 clusters Score -1.143951e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -11439508.000000 Penalty: 5691.308594
	Iteration 121Q: 3 clusters Score -1.143951e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -11439493.000000 Penalty: 5691.308594
	Iteration 122Q: 3 clusters Score -1.143949e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -11439508.000000 Penalty: 5691.308594
	Iteration 123Q: 3 clusters Score -1.143951e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -11439508.000000 Penalty: 5691.308594
	Iteration 124Q: 3 clusters Score -1.143951e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -11439579.000000 Penalty: 5691.308594
	Iteration 125Q: 3 clusters Score -1.143958e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -11439599.000000 Penalty: 5691.308594
	Iteration 126Q: 3 clusters Score -1.14396e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -11439665.000000 Penalty: 5691.308594
	Iteration 127Q: 3 clusters Score -1.143966e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -11439682.000000 Penalty: 5691.308594
	Iteration 128Q: 3 clusters Score -1.143968e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -11439671.000000 Penalty: 5691.308594
	Iteration 129Q: 3 clusters Score -1.143967e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -11439688.000000 Penalty: 5691.308594
	Iteration 130Q: 3 clusters Score -1.143969e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -11439713.000000 Penalty: 5691.308594
	Iteration 131Q: 3 clusters Score -1.143971e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -11439758.000000 Penalty: 5691.308594
	Iteration 132Q: 3 clusters Score -1.143976e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -11439737.000000 Penalty: 5691.308594
	Iteration 133Q: 3 clusters Score -1.143974e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -11439777.000000 Penalty: 5691.308594
	Iteration 134Q: 3 clusters Score -1.143978e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -11439808.000000 Penalty: 5691.308594
	Iteration 135Q: 3 clusters Score -1.143981e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -11439789.000000 Penalty: 5691.308594
	Iteration 136Q: 3 clusters Score -1.143979e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -11439836.000000 Penalty: 5691.308594
	Iteration 137Q: 3 clusters Score -1.143984e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -11439842.000000 Penalty: 5691.308594
	Iteration 138Q: 3 clusters Score -1.143984e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -11439906.000000 Penalty: 5691.308594
	Iteration 139Q: 3 clusters Score -1.143991e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -11439998.000000 Penalty: 5691.308594
	Iteration 140F: 3 clusters Score -1.144e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -11440086.000000 Penalty: 5691.308594
	Iteration 141Q: 3 clusters Score -1.144009e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -11440146.000000 Penalty: 5691.308594
	Iteration 142Q: 3 clusters Score -1.144015e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -11440230.000000 Penalty: 5691.308594
	Iteration 143Q: 3 clusters Score -1.144023e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -11440361.000000 Penalty: 5691.308594
	Iteration 144Q: 3 clusters Score -1.144036e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -11440487.000000 Penalty: 5691.308594
	Iteration 145Q: 3 clusters Score -1.144049e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -11440629.000000 Penalty: 5691.308594
	Iteration 146Q: 3 clusters Score -1.144063e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -11440734.000000 Penalty: 5691.308594
	Iteration 147Q: 3 clusters Score -1.144073e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -11440847.000000 Penalty: 5691.308594
	Iteration 148Q: 3 clusters Score -1.144085e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -11440932.000000 Penalty: 5691.308594
	Iteration 149Q: 3 clusters Score -1.144093e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -11441061.000000 Penalty: 5691.308594
	Iteration 150Q: 3 clusters Score -1.144106e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -11441183.000000 Penalty: 5691.308594
	Iteration 151Q: 3 clusters Score -1.144118e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -11441298.000000 Penalty: 5691.308594
	Iteration 152Q: 3 clusters Score -1.14413e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -11441468.000000 Penalty: 5691.308594
	Iteration 153Q: 3 clusters Score -1.144147e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -11441564.000000 Penalty: 5691.308594
	Iteration 154Q: 3 clusters Score -1.144156e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -11441678.000000 Penalty: 5691.308594
	Iteration 155Q: 3 clusters Score -1.144168e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -11441729.000000 Penalty: 5691.308594
	Iteration 156Q: 3 clusters Score -1.144173e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -11441809.000000 Penalty: 5691.308594
	Iteration 157Q: 3 clusters Score -1.144181e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -11441884.000000 Penalty: 5691.308594
	Iteration 158Q: 3 clusters Score -1.144188e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -11441975.000000 Penalty: 5691.308594
	Iteration 159Q: 3 clusters Score -1.144198e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -11441996.000000 Penalty: 5691.308594
	Iteration 160F: 3 clusters Score -1.1442e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -11442070.000000 Penalty: 5691.308594
	Iteration 161Q: 3 clusters Score -1.144207e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -11442153.000000 Penalty: 5691.308594
	Iteration 162Q: 3 clusters Score -1.144215e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -11442206.000000 Penalty: 5691.308594
	Iteration 163Q: 3 clusters Score -1.144221e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -11442236.000000 Penalty: 5691.308594
	Iteration 164Q: 3 clusters Score -1.144224e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -11442263.000000 Penalty: 5691.308594
	Iteration 165Q: 3 clusters Score -1.144226e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -11442305.000000 Penalty: 5691.308594
	Iteration 166Q: 3 clusters Score -1.14423e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -11442295.000000 Penalty: 5691.308594
	Iteration 167Q: 3 clusters Score -1.14423e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -11442369.000000 Penalty: 5691.308594
	Iteration 168Q: 3 clusters Score -1.144237e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -11442390.000000 Penalty: 5691.308594
	Iteration 169Q: 3 clusters Score -1.144239e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -11442412.000000 Penalty: 5691.308594
	Iteration 170Q: 3 clusters Score -1.144241e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -11442479.000000 Penalty: 5691.308594
	Iteration 171Q: 3 clusters Score -1.144248e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -11442475.000000 Penalty: 5691.308594
	Iteration 172Q: 3 clusters Score -1.144248e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -11442489.000000 Penalty: 5691.308594
	Iteration 173Q: 3 clusters Score -1.144249e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -11442541.000000 Penalty: 5691.308594
	Iteration 174Q: 3 clusters Score -1.144254e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -11442533.000000 Penalty: 5691.308594
	Iteration 175Q: 3 clusters Score -1.144253e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -11442530.000000 Penalty: 5691.308594
	Iteration 176Q: 3 clusters Score -1.144253e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -11442590.000000 Penalty: 5691.308594
	Iteration 177Q: 3 clusters Score -1.144259e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -11442633.000000 Penalty: 5691.308594
	Iteration 178Q: 3 clusters Score -1.144263e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -11442650.000000 Penalty: 5691.308594
	Iteration 179Q: 3 clusters Score -1.144265e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -11442677.000000 Penalty: 5691.308594
	Iteration 180F: 3 clusters Score -1.144268e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -11442707.000000 Penalty: 5691.308594
	Iteration 181Q: 3 clusters Score -1.144271e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -11442706.000000 Penalty: 5691.308594
	Iteration 182Q: 3 clusters Score -1.144271e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -11442708.000000 Penalty: 5691.308594
	Iteration 183Q: 3 clusters Score -1.144271e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -11442751.000000 Penalty: 5691.308594
	Iteration 184Q: 3 clusters Score -1.144275e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -11442754.000000 Penalty: 5691.308594
	Iteration 185Q: 3 clusters Score -1.144275e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -11442752.000000 Penalty: 5691.308594
	Iteration 186Q: 3 clusters Score -1.144275e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 83612 members 
Entering Unmasked Estep 
Score: -11442808.000000 Penalty: 5691.308594
	Iteration 187Q: 3 clusters Score -1.144281e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -11442834.000000 Penalty: 5691.308594
	Iteration 188Q: 3 clusters Score -1.144283e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -11442851.000000 Penalty: 5691.308594
	Iteration 189Q: 3 clusters Score -1.144285e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -11442911.000000 Penalty: 5691.308594
	Iteration 190Q: 3 clusters Score -1.144291e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -11442930.000000 Penalty: 5691.308594
	Iteration 191Q: 3 clusters Score -1.144293e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -11442944.000000 Penalty: 5691.308594
	Iteration 192Q: 3 clusters Score -1.144294e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -11442965.000000 Penalty: 5691.308594
	Iteration 193Q: 3 clusters Score -1.144296e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -11443005.000000 Penalty: 5691.308594
	Iteration 194Q: 3 clusters Score -1.1443e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -11443024.000000 Penalty: 5691.308594
	Iteration 195Q: 3 clusters Score -1.144302e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -11443023.000000 Penalty: 5691.308594
	Iteration 196Q: 3 clusters Score -1.144302e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -11443037.000000 Penalty: 5691.308594
	Iteration 197Q: 3 clusters Score -1.144304e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -11443053.000000 Penalty: 5691.308594
	Iteration 198Q: 3 clusters Score -1.144305e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -11443075.000000 Penalty: 5691.308594
	Iteration 199Q: 3 clusters Score -1.144308e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -11443084.000000 Penalty: 5691.308594
	Iteration 200F: 3 clusters Score -1.144308e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -11443123.000000 Penalty: 5691.308594
	Iteration 201Q: 3 clusters Score -1.144312e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -11443116.000000 Penalty: 5691.308594
	Iteration 202Q: 3 clusters Score -1.144312e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -11443171.000000 Penalty: 5691.308594
	Iteration 203Q: 3 clusters Score -1.144317e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -11443232.000000 Penalty: 5691.308594
	Iteration 204Q: 3 clusters Score -1.144323e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -11443238.000000 Penalty: 5691.308594
	Iteration 205Q: 3 clusters Score -1.144324e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -11443242.000000 Penalty: 5691.308594
	Iteration 206Q: 3 clusters Score -1.144324e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -11443260.000000 Penalty: 5691.308594
	Iteration 207Q: 3 clusters Score -1.144326e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -11443269.000000 Penalty: 5691.308594
	Iteration 208Q: 3 clusters Score -1.144327e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -11443307.000000 Penalty: 5691.308594
	Iteration 209Q: 3 clusters Score -1.144331e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -11443346.000000 Penalty: 5691.308594
	Iteration 210Q: 3 clusters Score -1.144335e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -11443374.000000 Penalty: 5691.308594
	Iteration 211Q: 3 clusters Score -1.144337e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -11443395.000000 Penalty: 5691.308594
	Iteration 212Q: 3 clusters Score -1.14434e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -11443441.000000 Penalty: 5691.308594
	Iteration 213Q: 3 clusters Score -1.144344e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -11443465.000000 Penalty: 5691.308594
	Iteration 214Q: 3 clusters Score -1.144346e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -11443463.000000 Penalty: 5691.308594
	Iteration 215Q: 3 clusters Score -1.144346e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -11443493.000000 Penalty: 5691.308594
	Iteration 216Q: 3 clusters Score -1.144349e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -11443515.000000 Penalty: 5691.308594
	Iteration 217Q: 3 clusters Score -1.144352e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11443532.000000 Penalty: 5691.308594
	Iteration 218Q: 3 clusters Score -1.144353e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -11443535.000000 Penalty: 5691.308594
	Iteration 219Q: 3 clusters Score -1.144354e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -11443558.000000 Penalty: 5691.308594
	Iteration 220F: 3 clusters Score -1.144356e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 89184 members 
Entering Unmasked Estep 
Score: -11443565.000000 Penalty: 5691.308594
	Iteration 221Q: 3 clusters Score -1.144356e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -11443570.000000 Penalty: 5691.308594
	Iteration 222Q: 3 clusters Score -1.144357e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -11443604.000000 Penalty: 5691.308594
	Iteration 223Q: 3 clusters Score -1.14436e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -11443626.000000 Penalty: 5691.308594
	Iteration 224Q: 3 clusters Score -1.144363e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -11443644.000000 Penalty: 5691.308594
	Iteration 225Q: 3 clusters Score -1.144364e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -11443632.000000 Penalty: 5691.308594
	Iteration 226Q: 3 clusters Score -1.144363e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -11443649.000000 Penalty: 5691.308594
	Iteration 227Q: 3 clusters Score -1.144365e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -11443648.000000 Penalty: 5691.308594
	Iteration 228Q: 3 clusters Score -1.144365e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -11443630.000000 Penalty: 5691.308594
	Iteration 229Q: 3 clusters Score -1.144363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -11443631.000000 Penalty: 5691.308594
	Iteration 230Q: 3 clusters Score -1.144363e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -11443650.000000 Penalty: 5691.308594
	Iteration 231Q: 3 clusters Score -1.144365e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -11443695.000000 Penalty: 5691.308594
	Iteration 232Q: 3 clusters Score -1.14437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -11443679.000000 Penalty: 5691.308594
	Iteration 233Q: 3 clusters Score -1.144368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -11443677.000000 Penalty: 5691.308594
	Iteration 234Q: 3 clusters Score -1.144368e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -11443692.000000 Penalty: 5691.308594
	Iteration 235Q: 3 clusters Score -1.144369e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -11443716.000000 Penalty: 5691.308594
	Iteration 236Q: 3 clusters Score -1.144372e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -11443739.000000 Penalty: 5691.308594
	Iteration 237Q: 3 clusters Score -1.144374e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -11443735.000000 Penalty: 5691.308594
	Iteration 238Q: 3 clusters Score -1.144374e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -11443761.000000 Penalty: 5691.308594
	Iteration 239Q: 3 clusters Score -1.144376e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -11443782.000000 Penalty: 5691.308594
	Iteration 240F: 3 clusters Score -1.144378e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -11443775.000000 Penalty: 5691.308594
	Iteration 241Q: 3 clusters Score -1.144378e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -11443780.000000 Penalty: 5691.308594
	Iteration 242Q: 3 clusters Score -1.144378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -11443806.000000 Penalty: 5691.308594
	Iteration 243Q: 3 clusters Score -1.144381e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -11443796.000000 Penalty: 5691.308594
	Iteration 244Q: 3 clusters Score -1.14438e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -11443800.000000 Penalty: 5691.308594
	Iteration 245Q: 3 clusters Score -1.14438e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -11443844.000000 Penalty: 5691.308594
	Iteration 246Q: 3 clusters Score -1.144384e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -11443836.000000 Penalty: 5691.308594
	Iteration 247Q: 3 clusters Score -1.144384e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -11443846.000000 Penalty: 5691.308594
	Iteration 248Q: 3 clusters Score -1.144385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -11443853.000000 Penalty: 5691.308594
	Iteration 249Q: 3 clusters Score -1.144385e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -11443882.000000 Penalty: 5691.308594
	Iteration 250Q: 3 clusters Score -1.144388e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -11443888.000000 Penalty: 5691.308594
	Iteration 251Q: 3 clusters Score -1.144389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -11443889.000000 Penalty: 5691.308594
	Iteration 252Q: 3 clusters Score -1.144389e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -11443897.000000 Penalty: 5691.308594
	Iteration 253Q: 3 clusters Score -1.14439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 91563 members 
Entering Unmasked Estep 
Score: -11443892.000000 Penalty: 5691.308594
	Iteration 254Q: 3 clusters Score -1.144389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -11443917.000000 Penalty: 5691.308594
	Iteration 255Q: 3 clusters Score -1.144392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -11443931.000000 Penalty: 5691.308594
	Iteration 256Q: 3 clusters Score -1.144393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -11443948.000000 Penalty: 5691.308594
	Iteration 257Q: 3 clusters Score -1.144395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -11443951.000000 Penalty: 5691.308594
	Iteration 258Q: 3 clusters Score -1.144395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -11443966.000000 Penalty: 5691.308594
	Iteration 259Q: 3 clusters Score -1.144397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -11443965.000000 Penalty: 5691.308594
	Iteration 260F: 3 clusters Score -1.144396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -11443965.000000 Penalty: 5691.308594
	Iteration 261Q: 3 clusters Score -1.144396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -11443987.000000 Penalty: 5691.308594
	Iteration 262Q: 3 clusters Score -1.144399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -11443993.000000 Penalty: 5691.308594
	Iteration 263Q: 3 clusters Score -1.144399e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -11443996.000000 Penalty: 5691.308594
	Iteration 264Q: 3 clusters Score -1.1444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -11444016.000000 Penalty: 5691.308594
	Iteration 265Q: 3 clusters Score -1.144402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -11444011.000000 Penalty: 5691.308594
	Iteration 266Q: 3 clusters Score -1.144401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -11443999.000000 Penalty: 5691.308594
	Iteration 267Q: 3 clusters Score -1.1444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -11444030.000000 Penalty: 5691.308594
	Iteration 268Q: 3 clusters Score -1.144403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -11444024.000000 Penalty: 5691.308594
	Iteration 269Q: 3 clusters Score -1.144402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -11444034.000000 Penalty: 5691.308594
	Iteration 270Q: 3 clusters Score -1.144403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -11444036.000000 Penalty: 5691.308594
	Iteration 271Q: 3 clusters Score -1.144404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -11444032.000000 Penalty: 5691.308594
	Iteration 272Q: 3 clusters Score -1.144403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -11444043.000000 Penalty: 5691.308594
	Iteration 273Q: 3 clusters Score -1.144404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -11444051.000000 Penalty: 5691.308594
	Iteration 274Q: 3 clusters Score -1.144405e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -11444044.000000 Penalty: 5691.308594
	Iteration 275Q: 3 clusters Score -1.144404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -11444026.000000 Penalty: 5691.308594
	Iteration 276Q: 3 clusters Score -1.144403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -11444045.000000 Penalty: 5691.308594
	Iteration 277Q: 3 clusters Score -1.144404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -11444041.000000 Penalty: 5691.308594
	Iteration 278Q: 3 clusters Score -1.144404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -11444054.000000 Penalty: 5691.308594
	Iteration 279Q: 3 clusters Score -1.144405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -11444069.000000 Penalty: 5691.308594
	Iteration 280F: 3 clusters Score -1.144407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -11444064.000000 Penalty: 5691.308594
	Iteration 281Q: 3 clusters Score -1.144406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -11444070.000000 Penalty: 5691.308594
	Iteration 282Q: 3 clusters Score -1.144407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -11444075.000000 Penalty: 5691.308594
	Iteration 283Q: 3 clusters Score -1.144408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -11444067.000000 Penalty: 5691.308594
	Iteration 284Q: 3 clusters Score -1.144407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 92536 members 
Entering Unmasked Estep 
Score: -11444071.000000 Penalty: 5691.308594
	Iteration 285Q: 3 clusters Score -1.144407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -11444089.000000 Penalty: 5691.308594
	Iteration 286Q: 3 clusters Score -1.144409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -11444092.000000 Penalty: 5691.308594
	Iteration 287Q: 3 clusters Score -1.144409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -11444100.000000 Penalty: 5691.308594
	Iteration 288Q: 3 clusters Score -1.14441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -11444103.000000 Penalty: 5691.308594
	Iteration 289Q: 3 clusters Score -1.14441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -11444107.000000 Penalty: 5691.308594
	Iteration 290Q: 3 clusters Score -1.144411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -11444107.000000 Penalty: 5691.308594
	Iteration 291Q: 3 clusters Score -1.144411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -11444108.000000 Penalty: 5691.308594
	Iteration 292Q: 3 clusters Score -1.144411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -11444105.000000 Penalty: 5691.308594
	Iteration 293Q: 3 clusters Score -1.14441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -11444113.000000 Penalty: 5691.308594
	Iteration 294Q: 3 clusters Score -1.144411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 92639 members 
Entering Unmasked Estep 
Score: -11444109.000000 Penalty: 5691.308594
	Iteration 295Q: 3 clusters Score -1.144411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 92646 members 
Entering Unmasked Estep 
Score: -11444099.000000 Penalty: 5691.308594
	Iteration 296Q: 3 clusters Score -1.14441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -11444097.000000 Penalty: 5691.308594
	Iteration 297Q: 3 clusters Score -1.14441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -11444093.000000 Penalty: 5691.308594
	Iteration 298Q: 3 clusters Score -1.144409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -11444096.000000 Penalty: 5691.308594
	Iteration 299Q: 3 clusters Score -1.14441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -11444101.000000 Penalty: 5691.308594
	Iteration 300F: 3 clusters Score -1.14441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -11444094.000000 Penalty: 5691.308594
	Iteration 301Q: 3 clusters Score -1.144409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -11444101.000000 Penalty: 5691.308594
	Iteration 302Q: 3 clusters Score -1.14441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -11444103.000000 Penalty: 5691.308594
	Iteration 303Q: 3 clusters Score -1.14441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -11444105.000000 Penalty: 5691.308594
	Iteration 304Q: 3 clusters Score -1.14441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 92677 members 
Entering Unmasked Estep 
Score: -11444101.000000 Penalty: 5691.308594
	Iteration 305Q: 3 clusters Score -1.14441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -11444097.000000 Penalty: 5691.308594
	Iteration 306Q: 3 clusters Score -1.14441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -11444097.000000 Penalty: 5691.308594
	Iteration 307F: 3 clusters Score -1.14441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Entering Unmasked Estep 
Score: -5487133.000000 Penalty: 2666.828369
	Iteration 0F: 2 clusters Score -5487133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5455564.000000 Penalty: 5333.656738
	Iteration 0F: 3 clusters Score -5455564 nChanged 21538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5468048.500000 Penalty: 5333.656738
	Iteration 1F: 3 clusters Score -5468048 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -5468846.500000 Penalty: 5333.656738
	Iteration 2Q: 3 clusters Score -5468846 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5469761.500000 Penalty: 5333.656738
	Iteration 3Q: 3 clusters Score -5469762 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -5470979.500000 Penalty: 5333.656738
	Iteration 4Q: 3 clusters Score -5470980 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -5472514.000000 Penalty: 5333.656738
	Iteration 5F: 3 clusters Score -5472514 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -5474421.000000 Penalty: 5333.656738
	Iteration 6F: 3 clusters Score -5474421 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -5476432.000000 Penalty: 5333.656738
	Iteration 7F: 3 clusters Score -5476432 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -5478318.500000 Penalty: 5333.656738
	Iteration 8F: 3 clusters Score -5478318 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5479698.500000 Penalty: 5333.656738
	Iteration 9Q: 3 clusters Score -5479698 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -5480634.500000 Penalty: 5333.656738
	Iteration 10Q: 3 clusters Score -5480634 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -5481388.500000 Penalty: 5333.656738
	Iteration 11Q: 3 clusters Score -5481388 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5481950.500000 Penalty: 5333.656738
	Iteration 12Q: 3 clusters Score -5481950 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -5482399.500000 Penalty: 5333.656738
	Iteration 13Q: 3 clusters Score -5482400 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -5482668.000000 Penalty: 5333.656738
	Iteration 14Q: 3 clusters Score -5482668 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -5482926.000000 Penalty: 5333.656738
	Iteration 15Q: 3 clusters Score -5482926 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -5483165.000000 Penalty: 5333.656738
	Iteration 16Q: 3 clusters Score -5483165 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5483350.500000 Penalty: 5333.656738
	Iteration 17Q: 3 clusters Score -5483350 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5483520.000000 Penalty: 5333.656738
	Iteration 18Q: 3 clusters Score -5483520 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5483646.500000 Penalty: 5333.656738
	Iteration 19Q: 3 clusters Score -5483646 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5483758.000000 Penalty: 5333.656738
	Iteration 20F: 3 clusters Score -5483758 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -5483812.000000 Penalty: 5333.656738
	Iteration 21Q: 3 clusters Score -5483812 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5483899.000000 Penalty: 5333.656738
	Iteration 22Q: 3 clusters Score -5483899 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5483993.500000 Penalty: 5333.656738
	Iteration 23Q: 3 clusters Score -5483994 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5484097.000000 Penalty: 5333.656738
	Iteration 24Q: 3 clusters Score -5484097 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5484195.000000 Penalty: 5333.656738
	Iteration 25Q: 3 clusters Score -5484195 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -5484249.500000 Penalty: 5333.656738
	Iteration 26Q: 3 clusters Score -5484250 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5484313.500000 Penalty: 5333.656738
	Iteration 27Q: 3 clusters Score -5484314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5484377.000000 Penalty: 5333.656738
	Iteration 28Q: 3 clusters Score -5484377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5484420.000000 Penalty: 5333.656738
	Iteration 29Q: 3 clusters Score -5484420 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5484488.000000 Penalty: 5333.656738
	Iteration 30Q: 3 clusters Score -5484488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5484551.000000 Penalty: 5333.656738
	Iteration 31Q: 3 clusters Score -5484551 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -5484627.500000 Penalty: 5333.656738
	Iteration 32Q: 3 clusters Score -5484628 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -5484708.000000 Penalty: 5333.656738
	Iteration 33Q: 3 clusters Score -5484708 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5484760.000000 Penalty: 5333.656738
	Iteration 34Q: 3 clusters Score -5484760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5484818.500000 Penalty: 5333.656738
	Iteration 35Q: 3 clusters Score -5484818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5484827.500000 Penalty: 5333.656738
	Iteration 36Q: 3 clusters Score -5484828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5484891.500000 Penalty: 5333.656738
	Iteration 37Q: 3 clusters Score -5484892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5484929.000000 Penalty: 5333.656738
	Iteration 38Q: 3 clusters Score -5484929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5484951.000000 Penalty: 5333.656738
	Iteration 39Q: 3 clusters Score -5484951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5484959.500000 Penalty: 5333.656738
	Iteration 40F: 3 clusters Score -5484960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -5484995.500000 Penalty: 5333.656738
	Iteration 41Q: 3 clusters Score -5484996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5485023.500000 Penalty: 5333.656738
	Iteration 42Q: 3 clusters Score -5485024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5485049.000000 Penalty: 5333.656738
	Iteration 43Q: 3 clusters Score -5485049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5485055.500000 Penalty: 5333.656738
	Iteration 44Q: 3 clusters Score -5485056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5485090.000000 Penalty: 5333.656738
	Iteration 45Q: 3 clusters Score -5485090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -5485107.500000 Penalty: 5333.656738
	Iteration 46Q: 3 clusters Score -5485108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5485105.000000 Penalty: 5333.656738
	Iteration 47Q: 3 clusters Score -5485105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5485124.500000 Penalty: 5333.656738
	Iteration 48Q: 3 clusters Score -5485124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -5485118.500000 Penalty: 5333.656738
	Iteration 49Q: 3 clusters Score -5485118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -5485132.500000 Penalty: 5333.656738
	Iteration 50Q: 3 clusters Score -5485132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -5485136.000000 Penalty: 5333.656738
	Iteration 51Q: 3 clusters Score -5485136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -5485141.000000 Penalty: 5333.656738
	Iteration 52Q: 3 clusters Score -5485141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5485143.500000 Penalty: 5333.656738
	Iteration 53Q: 3 clusters Score -5485144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -5485155.000000 Penalty: 5333.656738
	Iteration 54Q: 3 clusters Score -5485155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5485152.000000 Penalty: 5333.656738
	Iteration 55Q: 3 clusters Score -5485152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -5485165.000000 Penalty: 5333.656738
	Iteration 56Q: 3 clusters Score -5485165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5485169.500000 Penalty: 5333.656738
	Iteration 57Q: 3 clusters Score -5485170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5485171.500000 Penalty: 5333.656738
	Iteration 58Q: 3 clusters Score -5485172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -5485172.000000 Penalty: 5333.656738
	Iteration 59Q: 3 clusters Score -5485172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5485172.000000 Penalty: 5333.656738
	Iteration 60F: 3 clusters Score -5485172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5485175.000000 Penalty: 5333.656738
	Iteration 61Q: 3 clusters Score -5485175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5485176.000000 Penalty: 5333.656738
	Iteration 62Q: 3 clusters Score -5485176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -5485170.000000 Penalty: 5333.656738
	Iteration 63Q: 3 clusters Score -5485170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -5485171.000000 Penalty: 5333.656738
	Iteration 64Q: 3 clusters Score -5485171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5485185.000000 Penalty: 5333.656738
	Iteration 65Q: 3 clusters Score -5485185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -5485176.500000 Penalty: 5333.656738
	Iteration 66Q: 3 clusters Score -5485176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -5485180.000000 Penalty: 5333.656738
	Iteration 67Q: 3 clusters Score -5485180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -5485187.000000 Penalty: 5333.656738
	Iteration 68Q: 3 clusters Score -5485187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5485186.500000 Penalty: 5333.656738
	Iteration 69Q: 3 clusters Score -5485186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -5485185.500000 Penalty: 5333.656738
	Iteration 70Q: 3 clusters Score -5485186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -5485188.000000 Penalty: 5333.656738
	Iteration 71Q: 3 clusters Score -5485188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5485186.500000 Penalty: 5333.656738
	Iteration 72Q: 3 clusters Score -5485186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -5485186.000000 Penalty: 5333.656738
	Iteration 73Q: 3 clusters Score -5485186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5485190.000000 Penalty: 5333.656738
	Iteration 74Q: 3 clusters Score -5485190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5485190.500000 Penalty: 5333.656738
	Iteration 75Q: 3 clusters Score -5485190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -5485186.500000 Penalty: 5333.656738
	Iteration 76Q: 3 clusters Score -5485186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -5485186.000000 Penalty: 5333.656738
	Iteration 77Q: 3 clusters Score -5485186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -5485179.000000 Penalty: 5333.656738
	Iteration 78Q: 3 clusters Score -5485179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -5485190.000000 Penalty: 5333.656738
	Iteration 79Q: 3 clusters Score -5485190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5485194.000000 Penalty: 5333.656738
	Iteration 80F: 3 clusters Score -5485194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -5485193.000000 Penalty: 5333.656738
	Iteration 81Q: 3 clusters Score -5485193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -5485195.000000 Penalty: 5333.656738
	Iteration 82Q: 3 clusters Score -5485195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -5485196.000000 Penalty: 5333.656738
	Iteration 83Q: 3 clusters Score -5485196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -5485201.000000 Penalty: 5333.656738
	Iteration 84Q: 3 clusters Score -5485201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -5485201.500000 Penalty: 5333.656738
	Iteration 85Q: 3 clusters Score -5485202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5485202.000000 Penalty: 5333.656738
	Iteration 86Q: 3 clusters Score -5485202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5485201.500000 Penalty: 5333.656738
	Iteration 87Q: 3 clusters Score -5485202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -5485202.500000 Penalty: 5333.656738
	Iteration 88Q: 3 clusters Score -5485202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -5485202.500000 Penalty: 5333.656738
	Iteration 89F: 3 clusters Score -5485202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Entering Unmasked Estep 
Score: -2435971.750000 Penalty: 2473.503906
	Iteration 0F: 2 clusters Score -2435972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2421020.000000 Penalty: 4947.007812
	Iteration 0F: 3 clusters Score -2421020 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2426246.250000 Penalty: 4947.007812
	Iteration 1F: 3 clusters Score -2426246 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2426656.750000 Penalty: 4947.007812
	Iteration 2F: 3 clusters Score -2426657 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2427012.250000 Penalty: 4947.007812
	Iteration 3Q: 3 clusters Score -2427012 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2427341.250000 Penalty: 4947.007812
	Iteration 4Q: 3 clusters Score -2427341 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2427708.750000 Penalty: 4947.007812
	Iteration 5Q: 3 clusters Score -2427709 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2428104.500000 Penalty: 4947.007812
	Iteration 6Q: 3 clusters Score -2428104 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2428530.250000 Penalty: 4947.007812
	Iteration 7Q: 3 clusters Score -2428530 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2428981.750000 Penalty: 4947.007812
	Iteration 8Q: 3 clusters Score -2428982 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2429439.000000 Penalty: 4947.007812
	Iteration 9Q: 3 clusters Score -2429439 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2429916.250000 Penalty: 4947.007812
	Iteration 10Q: 3 clusters Score -2429916 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2430461.750000 Penalty: 4947.007812
	Iteration 11Q: 3 clusters Score -2430462 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2431014.500000 Penalty: 4947.007812
	Iteration 12Q: 3 clusters Score -2431014 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2431569.750000 Penalty: 4947.007812
	Iteration 13Q: 3 clusters Score -2431570 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2432019.750000 Penalty: 4947.007812
	Iteration 14Q: 3 clusters Score -2432020 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2432389.750000 Penalty: 4947.007812
	Iteration 15Q: 3 clusters Score -2432390 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2432668.250000 Penalty: 4947.007812
	Iteration 16Q: 3 clusters Score -2432668 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2432908.000000 Penalty: 4947.007812
	Iteration 17Q: 3 clusters Score -2432908 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2433071.500000 Penalty: 4947.007812
	Iteration 18Q: 3 clusters Score -2433072 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2433190.250000 Penalty: 4947.007812
	Iteration 19Q: 3 clusters Score -2433190 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2433281.750000 Penalty: 4947.007812
	Iteration 20F: 3 clusters Score -2433282 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2433341.000000 Penalty: 4947.007812
	Iteration 21Q: 3 clusters Score -2433341 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2433399.750000 Penalty: 4947.007812
	Iteration 22Q: 3 clusters Score -2433400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2433450.000000 Penalty: 4947.007812
	Iteration 23Q: 3 clusters Score -2433450 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2433480.500000 Penalty: 4947.007812
	Iteration 24Q: 3 clusters Score -2433480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2433522.500000 Penalty: 4947.007812
	Iteration 25Q: 3 clusters Score -2433522 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2433544.500000 Penalty: 4947.007812
	Iteration 26Q: 3 clusters Score -2433544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2433558.500000 Penalty: 4947.007812
	Iteration 27Q: 3 clusters Score -2433558 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2433575.500000 Penalty: 4947.007812
	Iteration 28Q: 3 clusters Score -2433576 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2433583.500000 Penalty: 4947.007812
	Iteration 29Q: 3 clusters Score -2433584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2433606.500000 Penalty: 4947.007812
	Iteration 30Q: 3 clusters Score -2433606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2433617.750000 Penalty: 4947.007812
	Iteration 31Q: 3 clusters Score -2433618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2433630.000000 Penalty: 4947.007812
	Iteration 32Q: 3 clusters Score -2433630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2433636.250000 Penalty: 4947.007812
	Iteration 33Q: 3 clusters Score -2433636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2433642.750000 Penalty: 4947.007812
	Iteration 34Q: 3 clusters Score -2433643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2433648.750000 Penalty: 4947.007812
	Iteration 35Q: 3 clusters Score -2433649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2433659.000000 Penalty: 4947.007812
	Iteration 36Q: 3 clusters Score -2433659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2433664.000000 Penalty: 4947.007812
	Iteration 37Q: 3 clusters Score -2433664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2433667.000000 Penalty: 4947.007812
	Iteration 38Q: 3 clusters Score -2433667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2433677.000000 Penalty: 4947.007812
	Iteration 39Q: 3 clusters Score -2433677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2433685.000000 Penalty: 4947.007812
	Iteration 40F: 3 clusters Score -2433685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2433683.500000 Penalty: 4947.007812
	Iteration 41Q: 3 clusters Score -2433684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2433708.750000 Penalty: 4947.007812
	Iteration 42Q: 3 clusters Score -2433709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2433705.500000 Penalty: 4947.007812
	Iteration 43Q: 3 clusters Score -2433706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2433708.500000 Penalty: 4947.007812
	Iteration 44Q: 3 clusters Score -2433708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2433717.250000 Penalty: 4947.007812
	Iteration 45Q: 3 clusters Score -2433717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2433718.250000 Penalty: 4947.007812
	Iteration 46Q: 3 clusters Score -2433718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2433719.500000 Penalty: 4947.007812
	Iteration 47Q: 3 clusters Score -2433720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2433730.250000 Penalty: 4947.007812
	Iteration 48Q: 3 clusters Score -2433730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2433738.750000 Penalty: 4947.007812
	Iteration 49Q: 3 clusters Score -2433739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2433744.500000 Penalty: 4947.007812
	Iteration 50Q: 3 clusters Score -2433744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2433740.500000 Penalty: 4947.007812
	Iteration 51Q: 3 clusters Score -2433740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2433734.000000 Penalty: 4947.007812
	Iteration 52Q: 3 clusters Score -2433734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2433737.750000 Penalty: 4947.007812
	Iteration 53Q: 3 clusters Score -2433738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2433740.000000 Penalty: 4947.007812
	Iteration 54Q: 3 clusters Score -2433740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2433734.250000 Penalty: 4947.007812
	Iteration 55Q: 3 clusters Score -2433734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2433732.250000 Penalty: 4947.007812
	Iteration 56Q: 3 clusters Score -2433732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2433734.250000 Penalty: 4947.007812
	Iteration 57Q: 3 clusters Score -2433734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2433739.750000 Penalty: 4947.007812
	Iteration 58Q: 3 clusters Score -2433740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2433743.500000 Penalty: 4947.007812
	Iteration 59Q: 3 clusters Score -2433744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2433747.750000 Penalty: 4947.007812
	Iteration 60F: 3 clusters Score -2433748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2433750.000000 Penalty: 4947.007812
	Iteration 61Q: 3 clusters Score -2433750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2433747.000000 Penalty: 4947.007812
	Iteration 62Q: 3 clusters Score -2433747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2433755.250000 Penalty: 4947.007812
	Iteration 63Q: 3 clusters Score -2433755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2433756.500000 Penalty: 4947.007812
	Iteration 64Q: 3 clusters Score -2433756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2433757.250000 Penalty: 4947.007812
	Iteration 65Q: 3 clusters Score -2433757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2433760.500000 Penalty: 4947.007812
	Iteration 66Q: 3 clusters Score -2433760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2433761.500000 Penalty: 4947.007812
	Iteration 67Q: 3 clusters Score -2433762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2433759.500000 Penalty: 4947.007812
	Iteration 68Q: 3 clusters Score -2433760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2433755.500000 Penalty: 4947.007812
	Iteration 69Q: 3 clusters Score -2433756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2433757.250000 Penalty: 4947.007812
	Iteration 70Q: 3 clusters Score -2433757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2433758.000000 Penalty: 4947.007812
	Iteration 71Q: 3 clusters Score -2433758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2433756.000000 Penalty: 4947.007812
	Iteration 72Q: 3 clusters Score -2433756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2433756.750000 Penalty: 4947.007812
	Iteration 73Q: 3 clusters Score -2433757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2433755.750000 Penalty: 4947.007812
	Iteration 74Q: 3 clusters Score -2433756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2433758.750000 Penalty: 4947.007812
	Iteration 75Q: 3 clusters Score -2433759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2433759.250000 Penalty: 4947.007812
	Iteration 76Q: 3 clusters Score -2433759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2433757.250000 Penalty: 4947.007812
	Iteration 77Q: 3 clusters Score -2433757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2433758.500000 Penalty: 4947.007812
	Iteration 78Q: 3 clusters Score -2433758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2433760.250000 Penalty: 4947.007812
	Iteration 79Q: 3 clusters Score -2433760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2433764.250000 Penalty: 4947.007812
	Iteration 80F: 3 clusters Score -2433764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2433764.250000 Penalty: 4947.007812
	Iteration 81Q: 3 clusters Score -2433764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2433767.250000 Penalty: 4947.007812
	Iteration 82Q: 3 clusters Score -2433767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2433771.500000 Penalty: 4947.007812
	Iteration 83Q: 3 clusters Score -2433772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2433770.000000 Penalty: 4947.007812
	Iteration 84Q: 3 clusters Score -2433770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2433765.500000 Penalty: 4947.007812
	Iteration 85Q: 3 clusters Score -2433766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2433764.750000 Penalty: 4947.007812
	Iteration 86Q: 3 clusters Score -2433765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2433767.250000 Penalty: 4947.007812
	Iteration 87Q: 3 clusters Score -2433767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2433768.500000 Penalty: 4947.007812
	Iteration 88Q: 3 clusters Score -2433768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2433769.750000 Penalty: 4947.007812
	Iteration 89Q: 3 clusters Score -2433770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2433768.250000 Penalty: 4947.007812
	Iteration 90Q: 3 clusters Score -2433768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2433770.750000 Penalty: 4947.007812
	Iteration 91Q: 3 clusters Score -2433771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2433769.500000 Penalty: 4947.007812
	Iteration 92Q: 3 clusters Score -2433770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2433769.500000 Penalty: 4947.007812
	Iteration 93F: 3 clusters Score -2433770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (172232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172232 members 
Entering Unmasked Estep 
Score: -20837544.000000 Penalty: 2990.036133
	Iteration 0F: 2 clusters Score -2.083754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -20729834.000000 Penalty: 5980.072266
	Iteration 0F: 3 clusters Score -2.072983e+07 nChanged 82491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -20777560.000000 Penalty: 5980.072266
	Iteration 1F: 3 clusters Score -2.077756e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -20778438.000000 Penalty: 5980.072266
	Iteration 2Q: 3 clusters Score -2.077844e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -20779570.000000 Penalty: 5980.072266
	Iteration 3Q: 3 clusters Score -2.077957e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -20781086.000000 Penalty: 5980.072266
	Iteration 4Q: 3 clusters Score -2.078109e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -20783466.000000 Penalty: 5980.072266
	Iteration 5Q: 3 clusters Score -2.078347e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 107580 members 
Entering Unmasked Estep 
Score: -20787350.000000 Penalty: 5980.072266
	Iteration 6Q: 3 clusters Score -2.078735e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 117901 members 
Entering Unmasked Estep 
Score: -20794198.000000 Penalty: 5980.072266
	Iteration 7F: 3 clusters Score -2.07942e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -20804600.000000 Penalty: 5980.072266
	Iteration 8F: 3 clusters Score -2.08046e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -20816886.000000 Penalty: 5980.072266
	Iteration 9F: 3 clusters Score -2.081689e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -20826018.000000 Penalty: 5980.072266
	Iteration 10F: 3 clusters Score -2.082602e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 165191 members 
Entering Unmasked Estep 
Score: -20831158.000000 Penalty: 5980.072266
	Iteration 11Q: 3 clusters Score -2.083116e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 169143 members 
Entering Unmasked Estep 
Score: -20833578.000000 Penalty: 5980.072266
	Iteration 12Q: 3 clusters Score -2.083358e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -20834492.000000 Penalty: 5980.072266
	Iteration 13Q: 3 clusters Score -2.083449e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -20834802.000000 Penalty: 5980.072266
	Iteration 14Q: 3 clusters Score -2.08348e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 171481 members 
Entering Unmasked Estep 
Score: -20834958.000000 Penalty: 5980.072266
	Iteration 15Q: 3 clusters Score -2.083496e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -20835032.000000 Penalty: 5980.072266
	Iteration 16Q: 3 clusters Score -2.083503e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 171625 members 
Entering Unmasked Estep 
Score: -20835106.000000 Penalty: 5980.072266
	Iteration 17Q: 3 clusters Score -2.083511e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -20835114.000000 Penalty: 5980.072266
	Iteration 18Q: 3 clusters Score -2.083511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -20835100.000000 Penalty: 5980.072266
	Iteration 19Q: 3 clusters Score -2.08351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 171669 members 
Entering Unmasked Estep 
Score: -20835104.000000 Penalty: 5980.072266
	Iteration 20F: 3 clusters Score -2.08351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 171675 members 
Entering Unmasked Estep 
Score: -20835126.000000 Penalty: 5980.072266
	Iteration 21Q: 3 clusters Score -2.083513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 171678 members 
Entering Unmasked Estep 
Score: -20835118.000000 Penalty: 5980.072266
	Iteration 22Q: 3 clusters Score -2.083512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 171682 members 
Entering Unmasked Estep 
Score: -20835130.000000 Penalty: 5980.072266
	Iteration 23Q: 3 clusters Score -2.083513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -20835130.000000 Penalty: 5980.072266
	Iteration 24Q: 3 clusters Score -2.083513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -20835128.000000 Penalty: 5980.072266
	Iteration 25Q: 3 clusters Score -2.083513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -20835130.000000 Penalty: 5980.072266
	Iteration 26Q: 3 clusters Score -2.083513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -20835122.000000 Penalty: 5980.072266
	Iteration 27Q: 3 clusters Score -2.083512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -20835126.000000 Penalty: 5980.072266
	Iteration 28Q: 3 clusters Score -2.083513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 171697 members 
Entering Unmasked Estep 
Score: -20835130.000000 Penalty: 5980.072266
	Iteration 29Q: 3 clusters Score -2.083513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -20835130.000000 Penalty: 5980.072266
	Iteration 30Q: 3 clusters Score -2.083513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -20835128.000000 Penalty: 5980.072266
	Iteration 31Q: 3 clusters Score -2.083513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -20835134.000000 Penalty: 5980.072266
	Iteration 32Q: 3 clusters Score -2.083513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -20835132.000000 Penalty: 5980.072266
	Iteration 33Q: 3 clusters Score -2.083513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -20835132.000000 Penalty: 5980.072266
	Iteration 34F: 3 clusters Score -2.083513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Entering Unmasked Estep 
Score: -1853321.875000 Penalty: 2408.732178
	Iteration 0F: 2 clusters Score -1853322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1841505.375000 Penalty: 4817.464355
	Iteration 0F: 3 clusters Score -1841505 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1845628.000000 Penalty: 4817.464355
	Iteration 1F: 3 clusters Score -1845628 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1846217.250000 Penalty: 4817.464355
	Iteration 2F: 3 clusters Score -1846217 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1846814.125000 Penalty: 4817.464355
	Iteration 3F: 3 clusters Score -1846814 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1847498.250000 Penalty: 4817.464355
	Iteration 4F: 3 clusters Score -1847498 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1848246.875000 Penalty: 4817.464355
	Iteration 5F: 3 clusters Score -1848247 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1849060.500000 Penalty: 4817.464355
	Iteration 6F: 3 clusters Score -1849060 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1849806.125000 Penalty: 4817.464355
	Iteration 7F: 3 clusters Score -1849806 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1850434.125000 Penalty: 4817.464355
	Iteration 8Q: 3 clusters Score -1850434 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1850893.250000 Penalty: 4817.464355
	Iteration 9Q: 3 clusters Score -1850893 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1851215.000000 Penalty: 4817.464355
	Iteration 10Q: 3 clusters Score -1851215 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1851428.750000 Penalty: 4817.464355
	Iteration 11Q: 3 clusters Score -1851429 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1851590.125000 Penalty: 4817.464355
	Iteration 12Q: 3 clusters Score -1851590 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1851717.375000 Penalty: 4817.464355
	Iteration 13Q: 3 clusters Score -1851717 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1851827.250000 Penalty: 4817.464355
	Iteration 14Q: 3 clusters Score -1851827 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1851934.375000 Penalty: 4817.464355
	Iteration 15Q: 3 clusters Score -1851934 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1852038.875000 Penalty: 4817.464355
	Iteration 16Q: 3 clusters Score -1852039 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1852113.625000 Penalty: 4817.464355
	Iteration 17Q: 3 clusters Score -1852114 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1852188.500000 Penalty: 4817.464355
	Iteration 18Q: 3 clusters Score -1852188 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1852259.500000 Penalty: 4817.464355
	Iteration 19Q: 3 clusters Score -1852260 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1852299.375000 Penalty: 4817.464355
	Iteration 20F: 3 clusters Score -1852299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1852342.625000 Penalty: 4817.464355
	Iteration 21Q: 3 clusters Score -1852343 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1852395.750000 Penalty: 4817.464355
	Iteration 22Q: 3 clusters Score -1852396 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1852436.625000 Penalty: 4817.464355
	Iteration 23Q: 3 clusters Score -1852437 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1852482.125000 Penalty: 4817.464355
	Iteration 24Q: 3 clusters Score -1852482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1852511.875000 Penalty: 4817.464355
	Iteration 25Q: 3 clusters Score -1852512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1852543.750000 Penalty: 4817.464355
	Iteration 26Q: 3 clusters Score -1852544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1852570.500000 Penalty: 4817.464355
	Iteration 27Q: 3 clusters Score -1852570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1852600.625000 Penalty: 4817.464355
	Iteration 28Q: 3 clusters Score -1852601 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1852619.500000 Penalty: 4817.464355
	Iteration 29Q: 3 clusters Score -1852620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1852642.750000 Penalty: 4817.464355
	Iteration 30Q: 3 clusters Score -1852643 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1852668.250000 Penalty: 4817.464355
	Iteration 31Q: 3 clusters Score -1852668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1852686.375000 Penalty: 4817.464355
	Iteration 32Q: 3 clusters Score -1852686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1852697.750000 Penalty: 4817.464355
	Iteration 33Q: 3 clusters Score -1852698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1852704.500000 Penalty: 4817.464355
	Iteration 34Q: 3 clusters Score -1852704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1852713.000000 Penalty: 4817.464355
	Iteration 35Q: 3 clusters Score -1852713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1852722.625000 Penalty: 4817.464355
	Iteration 36Q: 3 clusters Score -1852723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1852723.375000 Penalty: 4817.464355
	Iteration 37Q: 3 clusters Score -1852723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1852732.375000 Penalty: 4817.464355
	Iteration 38Q: 3 clusters Score -1852732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1852739.500000 Penalty: 4817.464355
	Iteration 39Q: 3 clusters Score -1852740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1852744.375000 Penalty: 4817.464355
	Iteration 40F: 3 clusters Score -1852744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1852750.625000 Penalty: 4817.464355
	Iteration 41Q: 3 clusters Score -1852751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1852748.250000 Penalty: 4817.464355
	Iteration 42Q: 3 clusters Score -1852748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1852762.500000 Penalty: 4817.464355
	Iteration 43Q: 3 clusters Score -1852762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1852767.250000 Penalty: 4817.464355
	Iteration 44Q: 3 clusters Score -1852767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1852772.375000 Penalty: 4817.464355
	Iteration 45Q: 3 clusters Score -1852772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1852776.250000 Penalty: 4817.464355
	Iteration 46Q: 3 clusters Score -1852776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1852783.250000 Penalty: 4817.464355
	Iteration 47Q: 3 clusters Score -1852783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1852785.625000 Penalty: 4817.464355
	Iteration 48Q: 3 clusters Score -1852786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1852783.500000 Penalty: 4817.464355
	Iteration 49Q: 3 clusters Score -1852784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1852784.500000 Penalty: 4817.464355
	Iteration 50Q: 3 clusters Score -1852784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1852789.750000 Penalty: 4817.464355
	Iteration 51Q: 3 clusters Score -1852790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1852795.875000 Penalty: 4817.464355
	Iteration 52Q: 3 clusters Score -1852796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1852799.375000 Penalty: 4817.464355
	Iteration 53Q: 3 clusters Score -1852799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1852796.750000 Penalty: 4817.464355
	Iteration 54Q: 3 clusters Score -1852797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1852801.750000 Penalty: 4817.464355
	Iteration 55Q: 3 clusters Score -1852802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1852811.750000 Penalty: 4817.464355
	Iteration 56Q: 3 clusters Score -1852812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1852820.375000 Penalty: 4817.464355
	Iteration 57Q: 3 clusters Score -1852820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1852828.375000 Penalty: 4817.464355
	Iteration 58Q: 3 clusters Score -1852828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1852826.750000 Penalty: 4817.464355
	Iteration 59Q: 3 clusters Score -1852827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1852832.125000 Penalty: 4817.464355
	Iteration 60F: 3 clusters Score -1852832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1852833.375000 Penalty: 4817.464355
	Iteration 61Q: 3 clusters Score -1852833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1852833.000000 Penalty: 4817.464355
	Iteration 62Q: 3 clusters Score -1852833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1852838.625000 Penalty: 4817.464355
	Iteration 63Q: 3 clusters Score -1852839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1852837.625000 Penalty: 4817.464355
	Iteration 64Q: 3 clusters Score -1852838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1852844.750000 Penalty: 4817.464355
	Iteration 65Q: 3 clusters Score -1852845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1852848.500000 Penalty: 4817.464355
	Iteration 66Q: 3 clusters Score -1852848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1852853.750000 Penalty: 4817.464355
	Iteration 67Q: 3 clusters Score -1852854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1852856.875000 Penalty: 4817.464355
	Iteration 68Q: 3 clusters Score -1852857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1852861.625000 Penalty: 4817.464355
	Iteration 69Q: 3 clusters Score -1852862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1852859.375000 Penalty: 4817.464355
	Iteration 70Q: 3 clusters Score -1852859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1852866.875000 Penalty: 4817.464355
	Iteration 71Q: 3 clusters Score -1852867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1852872.750000 Penalty: 4817.464355
	Iteration 72Q: 3 clusters Score -1852873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1852884.000000 Penalty: 4817.464355
	Iteration 73Q: 3 clusters Score -1852884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1852884.250000 Penalty: 4817.464355
	Iteration 74Q: 3 clusters Score -1852884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1852893.750000 Penalty: 4817.464355
	Iteration 75Q: 3 clusters Score -1852894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1852899.375000 Penalty: 4817.464355
	Iteration 76Q: 3 clusters Score -1852899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1852899.000000 Penalty: 4817.464355
	Iteration 77Q: 3 clusters Score -1852899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1852902.625000 Penalty: 4817.464355
	Iteration 78Q: 3 clusters Score -1852903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1852911.375000 Penalty: 4817.464355
	Iteration 79Q: 3 clusters Score -1852911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1852911.875000 Penalty: 4817.464355
	Iteration 80F: 3 clusters Score -1852912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1852920.500000 Penalty: 4817.464355
	Iteration 81Q: 3 clusters Score -1852920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1852927.625000 Penalty: 4817.464355
	Iteration 82Q: 3 clusters Score -1852928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1852942.875000 Penalty: 4817.464355
	Iteration 83Q: 3 clusters Score -1852943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1852950.125000 Penalty: 4817.464355
	Iteration 84Q: 3 clusters Score -1852950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1852962.625000 Penalty: 4817.464355
	Iteration 85Q: 3 clusters Score -1852963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1852968.875000 Penalty: 4817.464355
	Iteration 86Q: 3 clusters Score -1852969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1852986.250000 Penalty: 4817.464355
	Iteration 87Q: 3 clusters Score -1852986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1852995.000000 Penalty: 4817.464355
	Iteration 88Q: 3 clusters Score -1852995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1853011.875000 Penalty: 4817.464355
	Iteration 89Q: 3 clusters Score -1853012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1853030.000000 Penalty: 4817.464355
	Iteration 90Q: 3 clusters Score -1853030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1853037.750000 Penalty: 4817.464355
	Iteration 91Q: 3 clusters Score -1853038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1853054.250000 Penalty: 4817.464355
	Iteration 92Q: 3 clusters Score -1853054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1853079.500000 Penalty: 4817.464355
	Iteration 93Q: 3 clusters Score -1853080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1853089.250000 Penalty: 4817.464355
	Iteration 94Q: 3 clusters Score -1853089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1853118.375000 Penalty: 4817.464355
	Iteration 95Q: 3 clusters Score -1853118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1853160.000000 Penalty: 4817.464355
	Iteration 96Q: 3 clusters Score -1853160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1853225.250000 Penalty: 4817.464355
	Iteration 97Q: 3 clusters Score -1853225 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1853335.500000 Penalty: 4817.464355
	Iteration 98Q: 3 clusters Score -1853336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1853468.875000 Penalty: 4817.464355
	Iteration 99Q: 3 clusters Score -1853469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1853587.000000 Penalty: 4817.464355
	Iteration 100F: 3 clusters Score -1853587 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1853659.500000 Penalty: 4817.464355
	Iteration 101Q: 3 clusters Score -1853660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1853698.250000 Penalty: 4817.464355
	Iteration 102Q: 3 clusters Score -1853698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1853719.750000 Penalty: 4817.464355
	Iteration 103Q: 3 clusters Score -1853720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1853743.125000 Penalty: 4817.464355
	Iteration 104Q: 3 clusters Score -1853743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1853755.250000 Penalty: 4817.464355
	Iteration 105Q: 3 clusters Score -1853755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1853765.500000 Penalty: 4817.464355
	Iteration 106Q: 3 clusters Score -1853766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1853768.625000 Penalty: 4817.464355
	Iteration 107Q: 3 clusters Score -1853769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1853768.625000 Penalty: 4817.464355
	Iteration 108Q: 3 clusters Score -1853769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1853775.875000 Penalty: 4817.464355
	Iteration 109Q: 3 clusters Score -1853776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1853780.250000 Penalty: 4817.464355
	Iteration 110Q: 3 clusters Score -1853780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1853780.250000 Penalty: 4817.464355
	Iteration 111Q: 3 clusters Score -1853780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1853779.625000 Penalty: 4817.464355
	Iteration 112Q: 3 clusters Score -1853780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1853778.625000 Penalty: 4817.464355
	Iteration 113Q: 3 clusters Score -1853779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1853780.250000 Penalty: 4817.464355
	Iteration 114Q: 3 clusters Score -1853780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1853778.875000 Penalty: 4817.464355
	Iteration 115Q: 3 clusters Score -1853779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1853780.750000 Penalty: 4817.464355
	Iteration 116Q: 3 clusters Score -1853781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1853779.625000 Penalty: 4817.464355
	Iteration 117Q: 3 clusters Score -1853780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1853782.250000 Penalty: 4817.464355
	Iteration 118Q: 3 clusters Score -1853782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1853781.000000 Penalty: 4817.464355
	Iteration 119Q: 3 clusters Score -1853781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1853783.375000 Penalty: 4817.464355
	Iteration 120F: 3 clusters Score -1853783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1853781.250000 Penalty: 4817.464355
	Iteration 121Q: 3 clusters Score -1853781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1853783.875000 Penalty: 4817.464355
	Iteration 122Q: 3 clusters Score -1853784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1853785.000000 Penalty: 4817.464355
	Iteration 123Q: 3 clusters Score -1853785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1853785.000000 Penalty: 4817.464355
	Iteration 124F: 3 clusters Score -1853785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 109981 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24729 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22760 members 
Mstep: Class 8 contains 117103 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70822 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60749 members 
Mstep: Class 14 contains 161085 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237625 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164186 members 
Mstep: Class 21 contains 169643 members 
Mstep: Class 22 contains 96222 members 
Mstep: Class 23 contains 46786 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172232 members 
Mstep: Class 26 contains 12701 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82244 members 
Mstep: Class 30 contains 29250 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6054 members 
Mstep: Class 33 contains 10188 members 
Mstep: Class 34 contains 3824 members 
Entering Unmasked Estep 
Score: -205573664.000000 Penalty: 121378.507812
Splitting cluster 26 changes total score from -205574768.000000 to -205573664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24478.357422 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24478.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24529.656250 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24529.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24543.878906 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24543.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24545.371094 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24545.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24545.371094 Penalty: 2732.656738
	Iteration 4F: 3 clusters Score -24545.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -117626.968750 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -117627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115673.648438 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -115673.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115994.234375 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -115994.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116109.500000 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -116109.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116179.640625 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -116179.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116203.601562 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -116203.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116228.523438 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -116228.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116249.859375 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -116249.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116276.898438 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -116276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116322.609375 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -116322.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116379.210938 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -116379.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116468.367188 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -116468.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -116580.078125 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -116580.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -116706.929688 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -116706.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -116824.898438 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -116824.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -116914.398438 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -116914.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116995.257812 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -116995.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117042.242188 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -117042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117085.273438 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -117085.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117118.210938 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -117118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117158.039062 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -117158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117187.179688 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -117187.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117220.117188 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -117220.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117265.054688 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -117265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117288.585938 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -117288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117320.828125 Penalty: 3460.731689
	Iteration 24Q: 3 clusters Score -117320.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117361.812500 Penalty: 3460.731689
	Iteration 25Q: 3 clusters Score -117361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -117400.507812 Penalty: 3460.731689
	Iteration 26Q: 3 clusters Score -117400.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117449.585938 Penalty: 3460.731689
	Iteration 27Q: 3 clusters Score -117449.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117520.656250 Penalty: 3460.731689
	Iteration 28Q: 3 clusters Score -117520.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -117550.671875 Penalty: 3460.731689
	Iteration 29Q: 3 clusters Score -117550.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117575.281250 Penalty: 3460.731689
	Iteration 30Q: 3 clusters Score -117575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -117579.078125 Penalty: 3460.731689
	Iteration 31Q: 3 clusters Score -117579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117580.867188 Penalty: 3460.731689
	Iteration 32Q: 3 clusters Score -117580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117580.867188 Penalty: 3460.731689
	Iteration 33F: 3 clusters Score -117580.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Entering Unmasked Estep 
Score: -9747614.000000 Penalty: 2806.726562
	Iteration 0F: 2 clusters Score -9747614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -9692535.000000 Penalty: 5613.453125
	Iteration 0F: 3 clusters Score -9692535 nChanged 38672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -9714479.000000 Penalty: 5613.453125
	Iteration 1F: 3 clusters Score -9714479 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -9715331.000000 Penalty: 5613.453125
	Iteration 2Q: 3 clusters Score -9715331 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -9716533.000000 Penalty: 5613.453125
	Iteration 3Q: 3 clusters Score -9716533 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -9718308.000000 Penalty: 5613.453125
	Iteration 4Q: 3 clusters Score -9718308 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -9721231.000000 Penalty: 5613.453125
	Iteration 5F: 3 clusters Score -9721231 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -9725631.000000 Penalty: 5613.453125
	Iteration 6F: 3 clusters Score -9725631 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -9731614.000000 Penalty: 5613.453125
	Iteration 7F: 3 clusters Score -9731614 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -9737452.000000 Penalty: 5613.453125
	Iteration 8F: 3 clusters Score -9737452 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -9741433.000000 Penalty: 5613.453125
	Iteration 9F: 3 clusters Score -9741433 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -9743428.000000 Penalty: 5613.453125
	Iteration 10Q: 3 clusters Score -9743428 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9744392.000000 Penalty: 5613.453125
	Iteration 11Q: 3 clusters Score -9744392 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9744798.000000 Penalty: 5613.453125
	Iteration 12Q: 3 clusters Score -9744798 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9744954.000000 Penalty: 5613.453125
	Iteration 13Q: 3 clusters Score -9744954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9745062.000000 Penalty: 5613.453125
	Iteration 14Q: 3 clusters Score -9745062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9745122.000000 Penalty: 5613.453125
	Iteration 15Q: 3 clusters Score -9745122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9745173.000000 Penalty: 5613.453125
	Iteration 16Q: 3 clusters Score -9745173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9745199.000000 Penalty: 5613.453125
	Iteration 17Q: 3 clusters Score -9745199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9745232.000000 Penalty: 5613.453125
	Iteration 18Q: 3 clusters Score -9745232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9745243.000000 Penalty: 5613.453125
	Iteration 19Q: 3 clusters Score -9745243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9745247.000000 Penalty: 5613.453125
	Iteration 20F: 3 clusters Score -9745247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9745253.000000 Penalty: 5613.453125
	Iteration 21Q: 3 clusters Score -9745253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9745256.000000 Penalty: 5613.453125
	Iteration 22Q: 3 clusters Score -9745256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9745265.000000 Penalty: 5613.453125
	Iteration 23Q: 3 clusters Score -9745265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9745265.000000 Penalty: 5613.453125
	Iteration 24Q: 3 clusters Score -9745265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9745265.000000 Penalty: 5613.453125
	Iteration 25Q: 3 clusters Score -9745265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9745266.000000 Penalty: 5613.453125
	Iteration 26Q: 3 clusters Score -9745266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9745266.000000 Penalty: 5613.453125
	Iteration 27F: 3 clusters Score -9745266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Entering Unmasked Estep 
Score: -3355772.500000 Penalty: 2550.341553
	Iteration 0F: 2 clusters Score -3355772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3335619.750000 Penalty: 5100.683105
	Iteration 0F: 3 clusters Score -3335620 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3342928.500000 Penalty: 5100.683105
	Iteration 1F: 3 clusters Score -3342928 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3343740.500000 Penalty: 5100.683105
	Iteration 2F: 3 clusters Score -3343740 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3344795.750000 Penalty: 5100.683105
	Iteration 3F: 3 clusters Score -3344796 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3345903.000000 Penalty: 5100.683105
	Iteration 4F: 3 clusters Score -3345903 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3346957.250000 Penalty: 5100.683105
	Iteration 5F: 3 clusters Score -3346957 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3347934.500000 Penalty: 5100.683105
	Iteration 6F: 3 clusters Score -3347934 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3348719.000000 Penalty: 5100.683105
	Iteration 7F: 3 clusters Score -3348719 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3349297.000000 Penalty: 5100.683105
	Iteration 8Q: 3 clusters Score -3349297 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3349693.750000 Penalty: 5100.683105
	Iteration 9Q: 3 clusters Score -3349694 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3349954.250000 Penalty: 5100.683105
	Iteration 10Q: 3 clusters Score -3349954 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3350166.000000 Penalty: 5100.683105
	Iteration 11Q: 3 clusters Score -3350166 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3350343.750000 Penalty: 5100.683105
	Iteration 12Q: 3 clusters Score -3350344 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3350517.250000 Penalty: 5100.683105
	Iteration 13Q: 3 clusters Score -3350517 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3350689.500000 Penalty: 5100.683105
	Iteration 14Q: 3 clusters Score -3350690 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3350871.000000 Penalty: 5100.683105
	Iteration 15Q: 3 clusters Score -3350871 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3351089.750000 Penalty: 5100.683105
	Iteration 16Q: 3 clusters Score -3351090 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3351349.000000 Penalty: 5100.683105
	Iteration 17Q: 3 clusters Score -3351349 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3351703.750000 Penalty: 5100.683105
	Iteration 18Q: 3 clusters Score -3351704 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3352108.500000 Penalty: 5100.683105
	Iteration 19Q: 3 clusters Score -3352108 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3352476.750000 Penalty: 5100.683105
	Iteration 20F: 3 clusters Score -3352477 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3352785.250000 Penalty: 5100.683105
	Iteration 21Q: 3 clusters Score -3352785 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3353019.250000 Penalty: 5100.683105
	Iteration 22Q: 3 clusters Score -3353019 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3353189.000000 Penalty: 5100.683105
	Iteration 23Q: 3 clusters Score -3353189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3353306.500000 Penalty: 5100.683105
	Iteration 24Q: 3 clusters Score -3353306 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3353431.000000 Penalty: 5100.683105
	Iteration 25Q: 3 clusters Score -3353431 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3353535.250000 Penalty: 5100.683105
	Iteration 26Q: 3 clusters Score -3353535 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3353622.000000 Penalty: 5100.683105
	Iteration 27Q: 3 clusters Score -3353622 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3353701.500000 Penalty: 5100.683105
	Iteration 28Q: 3 clusters Score -3353702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3353763.250000 Penalty: 5100.683105
	Iteration 29Q: 3 clusters Score -3353763 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3353811.000000 Penalty: 5100.683105
	Iteration 30Q: 3 clusters Score -3353811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3353846.000000 Penalty: 5100.683105
	Iteration 31Q: 3 clusters Score -3353846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3353882.500000 Penalty: 5100.683105
	Iteration 32Q: 3 clusters Score -3353882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3353924.500000 Penalty: 5100.683105
	Iteration 33Q: 3 clusters Score -3353924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3353956.250000 Penalty: 5100.683105
	Iteration 34Q: 3 clusters Score -3353956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3353980.250000 Penalty: 5100.683105
	Iteration 35Q: 3 clusters Score -3353980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3354007.000000 Penalty: 5100.683105
	Iteration 36Q: 3 clusters Score -3354007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3354037.250000 Penalty: 5100.683105
	Iteration 37Q: 3 clusters Score -3354037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3354052.500000 Penalty: 5100.683105
	Iteration 38Q: 3 clusters Score -3354052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3354065.500000 Penalty: 5100.683105
	Iteration 39Q: 3 clusters Score -3354066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3354073.000000 Penalty: 5100.683105
	Iteration 40F: 3 clusters Score -3354073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3354080.250000 Penalty: 5100.683105
	Iteration 41Q: 3 clusters Score -3354080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3354083.750000 Penalty: 5100.683105
	Iteration 42Q: 3 clusters Score -3354084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3354086.250000 Penalty: 5100.683105
	Iteration 43Q: 3 clusters Score -3354086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3354086.500000 Penalty: 5100.683105
	Iteration 44Q: 3 clusters Score -3354086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3354094.000000 Penalty: 5100.683105
	Iteration 45Q: 3 clusters Score -3354094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3354092.000000 Penalty: 5100.683105
	Iteration 46Q: 3 clusters Score -3354092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3354088.250000 Penalty: 5100.683105
	Iteration 47Q: 3 clusters Score -3354088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3354087.750000 Penalty: 5100.683105
	Iteration 48Q: 3 clusters Score -3354088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3354090.250000 Penalty: 5100.683105
	Iteration 49Q: 3 clusters Score -3354090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3354087.750000 Penalty: 5100.683105
	Iteration 50Q: 3 clusters Score -3354088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3354091.750000 Penalty: 5100.683105
	Iteration 51Q: 3 clusters Score -3354092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3354096.500000 Penalty: 5100.683105
	Iteration 52Q: 3 clusters Score -3354096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3354096.000000 Penalty: 5100.683105
	Iteration 53Q: 3 clusters Score -3354096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3354099.250000 Penalty: 5100.683105
	Iteration 54Q: 3 clusters Score -3354099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3354098.000000 Penalty: 5100.683105
	Iteration 55Q: 3 clusters Score -3354098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3354101.500000 Penalty: 5100.683105
	Iteration 56Q: 3 clusters Score -3354102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3354100.000000 Penalty: 5100.683105
	Iteration 57Q: 3 clusters Score -3354100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3354103.500000 Penalty: 5100.683105
	Iteration 58Q: 3 clusters Score -3354104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3354098.000000 Penalty: 5100.683105
	Iteration 59Q: 3 clusters Score -3354098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3354101.000000 Penalty: 5100.683105
	Iteration 60F: 3 clusters Score -3354101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3354102.750000 Penalty: 5100.683105
	Iteration 61Q: 3 clusters Score -3354103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3354102.250000 Penalty: 5100.683105
	Iteration 62Q: 3 clusters Score -3354102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3354101.750000 Penalty: 5100.683105
	Iteration 63Q: 3 clusters Score -3354102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3354101.500000 Penalty: 5100.683105
	Iteration 64Q: 3 clusters Score -3354102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3354101.750000 Penalty: 5100.683105
	Iteration 65Q: 3 clusters Score -3354102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3354101.250000 Penalty: 5100.683105
	Iteration 66Q: 3 clusters Score -3354101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3354097.000000 Penalty: 5100.683105
	Iteration 67Q: 3 clusters Score -3354097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3354097.000000 Penalty: 5100.683105
	Iteration 68F: 3 clusters Score -3354097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Entering Unmasked Estep 
Score: -1499050.875000 Penalty: 2341.243896
	Iteration 0F: 2 clusters Score -1499051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1489755.500000 Penalty: 4682.487793
	Iteration 0F: 3 clusters Score -1489756 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1492774.375000 Penalty: 4682.487793
	Iteration 1F: 3 clusters Score -1492774 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1493256.500000 Penalty: 4682.487793
	Iteration 2F: 3 clusters Score -1493256 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1493643.125000 Penalty: 4682.487793
	Iteration 3F: 3 clusters Score -1493643 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1493986.000000 Penalty: 4682.487793
	Iteration 4Q: 3 clusters Score -1493986 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1494301.125000 Penalty: 4682.487793
	Iteration 5Q: 3 clusters Score -1494301 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1494588.000000 Penalty: 4682.487793
	Iteration 6Q: 3 clusters Score -1494588 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1494850.500000 Penalty: 4682.487793
	Iteration 7Q: 3 clusters Score -1494850 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1495065.875000 Penalty: 4682.487793
	Iteration 8Q: 3 clusters Score -1495066 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1495242.750000 Penalty: 4682.487793
	Iteration 9Q: 3 clusters Score -1495243 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1495399.375000 Penalty: 4682.487793
	Iteration 10Q: 3 clusters Score -1495399 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1495529.750000 Penalty: 4682.487793
	Iteration 11Q: 3 clusters Score -1495530 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1495633.125000 Penalty: 4682.487793
	Iteration 12Q: 3 clusters Score -1495633 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1495724.500000 Penalty: 4682.487793
	Iteration 13Q: 3 clusters Score -1495724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1495800.125000 Penalty: 4682.487793
	Iteration 14Q: 3 clusters Score -1495800 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1495863.125000 Penalty: 4682.487793
	Iteration 15Q: 3 clusters Score -1495863 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1495910.250000 Penalty: 4682.487793
	Iteration 16Q: 3 clusters Score -1495910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1495961.250000 Penalty: 4682.487793
	Iteration 17Q: 3 clusters Score -1495961 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1496021.000000 Penalty: 4682.487793
	Iteration 18Q: 3 clusters Score -1496021 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1496065.125000 Penalty: 4682.487793
	Iteration 19Q: 3 clusters Score -1496065 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1496104.875000 Penalty: 4682.487793
	Iteration 20F: 3 clusters Score -1496105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1496151.000000 Penalty: 4682.487793
	Iteration 21Q: 3 clusters Score -1496151 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1496188.125000 Penalty: 4682.487793
	Iteration 22Q: 3 clusters Score -1496188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1496234.125000 Penalty: 4682.487793
	Iteration 23Q: 3 clusters Score -1496234 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1496267.875000 Penalty: 4682.487793
	Iteration 24Q: 3 clusters Score -1496268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1496305.375000 Penalty: 4682.487793
	Iteration 25Q: 3 clusters Score -1496305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1496333.000000 Penalty: 4682.487793
	Iteration 26Q: 3 clusters Score -1496333 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1496365.625000 Penalty: 4682.487793
	Iteration 27Q: 3 clusters Score -1496366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1496415.000000 Penalty: 4682.487793
	Iteration 28Q: 3 clusters Score -1496415 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1496461.750000 Penalty: 4682.487793
	Iteration 29Q: 3 clusters Score -1496462 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1496511.250000 Penalty: 4682.487793
	Iteration 30Q: 3 clusters Score -1496511 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1496542.375000 Penalty: 4682.487793
	Iteration 31Q: 3 clusters Score -1496542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1496589.250000 Penalty: 4682.487793
	Iteration 32Q: 3 clusters Score -1496589 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1496623.625000 Penalty: 4682.487793
	Iteration 33Q: 3 clusters Score -1496624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1496665.500000 Penalty: 4682.487793
	Iteration 34Q: 3 clusters Score -1496666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1496704.500000 Penalty: 4682.487793
	Iteration 35Q: 3 clusters Score -1496704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1496738.375000 Penalty: 4682.487793
	Iteration 36Q: 3 clusters Score -1496738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1496774.750000 Penalty: 4682.487793
	Iteration 37Q: 3 clusters Score -1496775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1496806.000000 Penalty: 4682.487793
	Iteration 38Q: 3 clusters Score -1496806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1496841.500000 Penalty: 4682.487793
	Iteration 39Q: 3 clusters Score -1496842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1496863.125000 Penalty: 4682.487793
	Iteration 40F: 3 clusters Score -1496863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1496887.750000 Penalty: 4682.487793
	Iteration 41Q: 3 clusters Score -1496888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1496910.000000 Penalty: 4682.487793
	Iteration 42Q: 3 clusters Score -1496910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1496934.125000 Penalty: 4682.487793
	Iteration 43Q: 3 clusters Score -1496934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1496955.750000 Penalty: 4682.487793
	Iteration 44Q: 3 clusters Score -1496956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1496964.375000 Penalty: 4682.487793
	Iteration 45Q: 3 clusters Score -1496964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1496983.375000 Penalty: 4682.487793
	Iteration 46Q: 3 clusters Score -1496983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1496999.375000 Penalty: 4682.487793
	Iteration 47Q: 3 clusters Score -1496999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1497013.875000 Penalty: 4682.487793
	Iteration 48Q: 3 clusters Score -1497014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1497020.750000 Penalty: 4682.487793
	Iteration 49Q: 3 clusters Score -1497021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1497023.875000 Penalty: 4682.487793
	Iteration 50Q: 3 clusters Score -1497024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1497028.375000 Penalty: 4682.487793
	Iteration 51Q: 3 clusters Score -1497028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1497036.375000 Penalty: 4682.487793
	Iteration 52Q: 3 clusters Score -1497036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1497038.750000 Penalty: 4682.487793
	Iteration 53Q: 3 clusters Score -1497039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1497045.125000 Penalty: 4682.487793
	Iteration 54Q: 3 clusters Score -1497045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1497054.250000 Penalty: 4682.487793
	Iteration 55Q: 3 clusters Score -1497054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1497055.750000 Penalty: 4682.487793
	Iteration 56Q: 3 clusters Score -1497056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1497059.000000 Penalty: 4682.487793
	Iteration 57Q: 3 clusters Score -1497059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1497064.250000 Penalty: 4682.487793
	Iteration 58Q: 3 clusters Score -1497064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1497070.250000 Penalty: 4682.487793
	Iteration 59Q: 3 clusters Score -1497070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1497073.125000 Penalty: 4682.487793
	Iteration 60F: 3 clusters Score -1497073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1497074.250000 Penalty: 4682.487793
	Iteration 61Q: 3 clusters Score -1497074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1497076.375000 Penalty: 4682.487793
	Iteration 62Q: 3 clusters Score -1497076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1497080.375000 Penalty: 4682.487793
	Iteration 63Q: 3 clusters Score -1497080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1497079.250000 Penalty: 4682.487793
	Iteration 64Q: 3 clusters Score -1497079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1497079.250000 Penalty: 4682.487793
	Iteration 65F: 3 clusters Score -1497079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -651352.062500 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -651352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -646223.937500 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -646223.9 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -647595.812500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -647595.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -647929.875000 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -647929.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -648209.625000 Penalty: 4319.403320
	Iteration 3F: 3 clusters Score -648209.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -648450.000000 Penalty: 4319.403320
	Iteration 4F: 3 clusters Score -648450 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -648699.000000 Penalty: 4319.403320
	Iteration 5Q: 3 clusters Score -648699 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -648940.062500 Penalty: 4319.403320
	Iteration 6F: 3 clusters Score -648940.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -649166.750000 Penalty: 4319.403320
	Iteration 7Q: 3 clusters Score -649166.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -649331.000000 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -649331 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -649458.375000 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -649458.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -649565.187500 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -649565.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -649639.187500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -649639.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -649684.437500 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -649684.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -649714.000000 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -649714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -649735.312500 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -649735.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -649745.625000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -649745.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -649759.750000 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -649759.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -649778.375000 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -649778.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -649795.937500 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -649795.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -649810.125000 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -649810.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -649827.437500 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -649827.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -649841.750000 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -649841.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -649850.000000 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -649850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -649856.437500 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -649856.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -649865.875000 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -649865.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -649875.187500 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -649875.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -649882.375000 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -649882.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -649889.250000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -649889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -649893.687500 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -649893.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -649896.125000 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -649896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -649898.937500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -649898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -649898.375000 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -649898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -649900.250000 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -649900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -649898.625000 Penalty: 4319.403320
	Iteration 33Q: 3 clusters Score -649898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -649898.687500 Penalty: 4319.403320
	Iteration 34Q: 3 clusters Score -649898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -649900.187500 Penalty: 4319.403320
	Iteration 35Q: 3 clusters Score -649900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -649901.625000 Penalty: 4319.403320
	Iteration 36Q: 3 clusters Score -649901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -649901.937500 Penalty: 4319.403320
	Iteration 37Q: 3 clusters Score -649901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -649903.125000 Penalty: 4319.403320
	Iteration 38Q: 3 clusters Score -649903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -649902.937500 Penalty: 4319.403320
	Iteration 39Q: 3 clusters Score -649902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -649904.312500 Penalty: 4319.403320
	Iteration 40F: 3 clusters Score -649904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -649903.062500 Penalty: 4319.403320
	Iteration 41Q: 3 clusters Score -649903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -649904.562500 Penalty: 4319.403320
	Iteration 42Q: 3 clusters Score -649904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -649906.875000 Penalty: 4319.403320
	Iteration 43Q: 3 clusters Score -649906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -649907.750000 Penalty: 4319.403320
	Iteration 44Q: 3 clusters Score -649907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -649907.375000 Penalty: 4319.403320
	Iteration 45Q: 3 clusters Score -649907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -649907.937500 Penalty: 4319.403320
	Iteration 46Q: 3 clusters Score -649907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -649907.937500 Penalty: 4319.403320
	Iteration 47F: 3 clusters Score -649907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Entering Unmasked Estep 
Score: -1103648.250000 Penalty: 2288.783447
	Iteration 0F: 2 clusters Score -1103648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1095951.500000 Penalty: 4577.566895
	Iteration 0F: 3 clusters Score -1095952 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1098395.250000 Penalty: 4577.566895
	Iteration 1F: 3 clusters Score -1098395 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1098932.875000 Penalty: 4577.566895
	Iteration 2F: 3 clusters Score -1098933 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1099398.000000 Penalty: 4577.566895
	Iteration 3F: 3 clusters Score -1099398 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1099846.000000 Penalty: 4577.566895
	Iteration 4F: 3 clusters Score -1099846 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1100285.250000 Penalty: 4577.566895
	Iteration 5F: 3 clusters Score -1100285 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1100689.875000 Penalty: 4577.566895
	Iteration 6F: 3 clusters Score -1100690 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1101026.125000 Penalty: 4577.566895
	Iteration 7Q: 3 clusters Score -1101026 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1101265.125000 Penalty: 4577.566895
	Iteration 8Q: 3 clusters Score -1101265 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1101444.250000 Penalty: 4577.566895
	Iteration 9Q: 3 clusters Score -1101444 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1101549.375000 Penalty: 4577.566895
	Iteration 10Q: 3 clusters Score -1101549 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1101627.750000 Penalty: 4577.566895
	Iteration 11Q: 3 clusters Score -1101628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1101683.625000 Penalty: 4577.566895
	Iteration 12Q: 3 clusters Score -1101684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1101729.375000 Penalty: 4577.566895
	Iteration 13Q: 3 clusters Score -1101729 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1101783.375000 Penalty: 4577.566895
	Iteration 14Q: 3 clusters Score -1101783 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1101810.250000 Penalty: 4577.566895
	Iteration 15Q: 3 clusters Score -1101810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1101831.750000 Penalty: 4577.566895
	Iteration 16Q: 3 clusters Score -1101832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1101850.875000 Penalty: 4577.566895
	Iteration 17Q: 3 clusters Score -1101851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1101867.625000 Penalty: 4577.566895
	Iteration 18Q: 3 clusters Score -1101868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1101886.375000 Penalty: 4577.566895
	Iteration 19Q: 3 clusters Score -1101886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1101903.250000 Penalty: 4577.566895
	Iteration 20F: 3 clusters Score -1101903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1101921.500000 Penalty: 4577.566895
	Iteration 21Q: 3 clusters Score -1101922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1101927.875000 Penalty: 4577.566895
	Iteration 22Q: 3 clusters Score -1101928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1101949.250000 Penalty: 4577.566895
	Iteration 23Q: 3 clusters Score -1101949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1101971.750000 Penalty: 4577.566895
	Iteration 24Q: 3 clusters Score -1101972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1101992.125000 Penalty: 4577.566895
	Iteration 25Q: 3 clusters Score -1101992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1102007.750000 Penalty: 4577.566895
	Iteration 26Q: 3 clusters Score -1102008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1102023.375000 Penalty: 4577.566895
	Iteration 27Q: 3 clusters Score -1102023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1102035.500000 Penalty: 4577.566895
	Iteration 28Q: 3 clusters Score -1102036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1102047.750000 Penalty: 4577.566895
	Iteration 29Q: 3 clusters Score -1102048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1102057.875000 Penalty: 4577.566895
	Iteration 30Q: 3 clusters Score -1102058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1102068.125000 Penalty: 4577.566895
	Iteration 31Q: 3 clusters Score -1102068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1102072.125000 Penalty: 4577.566895
	Iteration 32Q: 3 clusters Score -1102072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1102077.250000 Penalty: 4577.566895
	Iteration 33Q: 3 clusters Score -1102077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1102079.000000 Penalty: 4577.566895
	Iteration 34Q: 3 clusters Score -1102079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1102079.000000 Penalty: 4577.566895
	Iteration 35Q: 3 clusters Score -1102079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1102080.125000 Penalty: 4577.566895
	Iteration 36Q: 3 clusters Score -1102080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1102080.750000 Penalty: 4577.566895
	Iteration 37Q: 3 clusters Score -1102081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1102083.125000 Penalty: 4577.566895
	Iteration 38Q: 3 clusters Score -1102083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1102085.625000 Penalty: 4577.566895
	Iteration 39Q: 3 clusters Score -1102086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1102085.250000 Penalty: 4577.566895
	Iteration 40F: 3 clusters Score -1102085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 109981 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24729 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22760 members 
Mstep: Class 8 contains 117103 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70822 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60749 members 
Mstep: Class 14 contains 161085 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237625 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164186 members 
Mstep: Class 21 contains 169643 members 
Mstep: Class 22 contains 96222 members 
Mstep: Class 23 contains 46786 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172232 members 
Mstep: Class 26 contains 16525 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82244 members 
Mstep: Class 30 contains 29250 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6054 members 
Mstep: Class 33 contains 10188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574704.000000 Penalty: 117808.554688
Iteration 279Q: 34 clusters Score -2.055747e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 109980 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24728 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117106 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70823 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60749 members 
Mstep: Class 14 contains 161087 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237628 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164183 members 
Mstep: Class 21 contains 169642 members 
Mstep: Class 22 contains 96218 members 
Mstep: Class 23 contains 46786 members 
Mstep: Class 24 contains 21459 members 
Mstep: Class 25 contains 172234 members 
Mstep: Class 26 contains 16517 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82246 members 
Mstep: Class 30 contains 29249 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6054 members 
Mstep: Class 33 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574672.000000 Penalty: 117808.554688
Iteration 280F: 34 clusters Score -2.055747e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 109977 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24729 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14615 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117114 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70825 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60748 members 
Mstep: Class 14 contains 161089 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 237621 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164184 members 
Mstep: Class 21 contains 169642 members 
Mstep: Class 22 contains 96217 members 
Mstep: Class 23 contains 46787 members 
Mstep: Class 24 contains 21458 members 
Mstep: Class 25 contains 172231 members 
Mstep: Class 26 contains 16509 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82245 members 
Mstep: Class 30 contains 29248 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 10204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574656.000000 Penalty: 117808.554688
Iteration 281Q: 34 clusters Score -2.055747e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 109976 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24728 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14615 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117116 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70823 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60744 members 
Mstep: Class 14 contains 161088 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 237620 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164184 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96217 members 
Mstep: Class 23 contains 46790 members 
Mstep: Class 24 contains 21460 members 
Mstep: Class 25 contains 172230 members 
Mstep: Class 26 contains 16499 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82246 members 
Mstep: Class 30 contains 29250 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6057 members 
Mstep: Class 33 contains 10206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574720.000000 Penalty: 117808.554688
Iteration 282Q: 34 clusters Score -2.055747e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 109976 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24727 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117119 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70822 members 
Mstep: Class 11 contains 16713 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60740 members 
Mstep: Class 14 contains 161086 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237622 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 164184 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96219 members 
Mstep: Class 23 contains 46792 members 
Mstep: Class 24 contains 21458 members 
Mstep: Class 25 contains 172230 members 
Mstep: Class 26 contains 16493 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82247 members 
Mstep: Class 30 contains 29250 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574816.000000 Penalty: 117808.554688
Iteration 283Q: 34 clusters Score -2.055748e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 109975 members 
Mstep: Class 3 contains 21194 members 
Mstep: Class 4 contains 24726 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117124 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70824 members 
Mstep: Class 11 contains 16708 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60737 members 
Mstep: Class 14 contains 161090 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237623 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164181 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96219 members 
Mstep: Class 23 contains 46791 members 
Mstep: Class 24 contains 21458 members 
Mstep: Class 25 contains 172229 members 
Mstep: Class 26 contains 16488 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82253 members 
Mstep: Class 30 contains 29248 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574784.000000 Penalty: 117808.554688
Iteration 284Q: 34 clusters Score -2.055748e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 109975 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24721 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 7 contains 22765 members 
Mstep: Class 8 contains 117131 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70828 members 
Mstep: Class 11 contains 16705 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60732 members 
Mstep: Class 14 contains 161092 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 237618 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164182 members 
Mstep: Class 21 contains 169648 members 
Mstep: Class 22 contains 96218 members 
Mstep: Class 23 contains 46793 members 
Mstep: Class 24 contains 21458 members 
Mstep: Class 25 contains 172229 members 
Mstep: Class 26 contains 16476 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82253 members 
Mstep: Class 30 contains 29247 members 
Mstep: Class 31 contains 12588 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574784.000000 Penalty: 117808.554688
Iteration 285Q: 34 clusters Score -2.055748e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 109974 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24718 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 22765 members 
Mstep: Class 8 contains 117149 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70828 members 
Mstep: Class 11 contains 16704 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60732 members 
Mstep: Class 14 contains 161093 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36266 members 
Mstep: Class 17 contains 237618 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164182 members 
Mstep: Class 21 contains 169649 members 
Mstep: Class 22 contains 96219 members 
Mstep: Class 23 contains 46794 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172228 members 
Mstep: Class 26 contains 16455 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82254 members 
Mstep: Class 30 contains 29246 members 
Mstep: Class 31 contains 12589 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574944.000000 Penalty: 117808.554688
Iteration 286Q: 34 clusters Score -2.055749e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 109973 members 
Mstep: Class 3 contains 21195 members 
Mstep: Class 4 contains 24714 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 14610 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117160 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70830 members 
Mstep: Class 11 contains 16699 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60732 members 
Mstep: Class 14 contains 161094 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237610 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164185 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96215 members 
Mstep: Class 23 contains 46795 members 
Mstep: Class 24 contains 21458 members 
Mstep: Class 25 contains 172231 members 
Mstep: Class 26 contains 16447 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82255 members 
Mstep: Class 30 contains 29247 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575024.000000 Penalty: 117808.554688
Iteration 287Q: 34 clusters Score -2.05575e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 109970 members 
Mstep: Class 3 contains 21196 members 
Mstep: Class 4 contains 24708 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 6 contains 14608 members 
Mstep: Class 7 contains 22764 members 
Mstep: Class 8 contains 117173 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70835 members 
Mstep: Class 11 contains 16695 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60730 members 
Mstep: Class 14 contains 161093 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237600 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17354 members 
Mstep: Class 20 contains 164189 members 
Mstep: Class 21 contains 169645 members 
Mstep: Class 22 contains 96213 members 
Mstep: Class 23 contains 46795 members 
Mstep: Class 24 contains 21459 members 
Mstep: Class 25 contains 172234 members 
Mstep: Class 26 contains 16447 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82254 members 
Mstep: Class 30 contains 29245 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574896.000000 Penalty: 117808.554688
Iteration 288Q: 34 clusters Score -2.055749e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 109969 members 
Mstep: Class 3 contains 21199 members 
Mstep: Class 4 contains 24706 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 22766 members 
Mstep: Class 8 contains 117182 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70834 members 
Mstep: Class 11 contains 16693 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60724 members 
Mstep: Class 14 contains 161092 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237597 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17356 members 
Mstep: Class 20 contains 164192 members 
Mstep: Class 21 contains 169641 members 
Mstep: Class 22 contains 96214 members 
Mstep: Class 23 contains 46796 members 
Mstep: Class 24 contains 21459 members 
Mstep: Class 25 contains 172236 members 
Mstep: Class 26 contains 16447 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82256 members 
Mstep: Class 30 contains 29245 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574896.000000 Penalty: 117808.554688
Iteration 289Q: 34 clusters Score -2.055749e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 109968 members 
Mstep: Class 3 contains 21200 members 
Mstep: Class 4 contains 24704 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 22768 members 
Mstep: Class 8 contains 117183 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70834 members 
Mstep: Class 11 contains 16695 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60719 members 
Mstep: Class 14 contains 161091 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237598 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17357 members 
Mstep: Class 20 contains 164193 members 
Mstep: Class 21 contains 169640 members 
Mstep: Class 22 contains 96214 members 
Mstep: Class 23 contains 46797 members 
Mstep: Class 24 contains 21458 members 
Mstep: Class 25 contains 172238 members 
Mstep: Class 26 contains 16444 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82259 members 
Mstep: Class 30 contains 29244 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 10239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574752.000000 Penalty: 117808.554688
Iteration 290Q: 34 clusters Score -2.055748e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 109965 members 
Mstep: Class 3 contains 21200 members 
Mstep: Class 4 contains 24704 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14608 members 
Mstep: Class 7 contains 22770 members 
Mstep: Class 8 contains 117194 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70834 members 
Mstep: Class 11 contains 16696 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60714 members 
Mstep: Class 14 contains 161094 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237597 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17358 members 
Mstep: Class 20 contains 164191 members 
Mstep: Class 21 contains 169637 members 
Mstep: Class 22 contains 96212 members 
Mstep: Class 23 contains 46796 members 
Mstep: Class 24 contains 21459 members 
Mstep: Class 25 contains 172239 members 
Mstep: Class 26 contains 16434 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82259 members 
Mstep: Class 30 contains 29242 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 6060 members 
Mstep: Class 33 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574736.000000 Penalty: 117808.554688
Iteration 291Q: 34 clusters Score -2.055747e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 109965 members 
Mstep: Class 3 contains 21201 members 
Mstep: Class 4 contains 24705 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14608 members 
Mstep: Class 7 contains 22765 members 
Mstep: Class 8 contains 117201 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70836 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60713 members 
Mstep: Class 14 contains 161093 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237594 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164189 members 
Mstep: Class 21 contains 169635 members 
Mstep: Class 22 contains 96211 members 
Mstep: Class 23 contains 46796 members 
Mstep: Class 24 contains 21459 members 
Mstep: Class 25 contains 172240 members 
Mstep: Class 26 contains 16424 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82259 members 
Mstep: Class 30 contains 29240 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 6062 members 
Mstep: Class 33 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574800.000000 Penalty: 117808.554688
Iteration 292Q: 34 clusters Score -2.055748e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 109966 members 
Mstep: Class 3 contains 21199 members 
Mstep: Class 4 contains 24709 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 22761 members 
Mstep: Class 8 contains 117206 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70835 members 
Mstep: Class 11 contains 16695 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60709 members 
Mstep: Class 14 contains 161095 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237592 members 
Mstep: Class 18 contains 4182 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164188 members 
Mstep: Class 21 contains 169638 members 
Mstep: Class 22 contains 96211 members 
Mstep: Class 23 contains 46796 members 
Mstep: Class 24 contains 21459 members 
Mstep: Class 25 contains 172240 members 
Mstep: Class 26 contains 16422 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82257 members 
Mstep: Class 30 contains 29236 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574816.000000 Penalty: 117808.554688
Iteration 293Q: 34 clusters Score -2.055748e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 109971 members 
Mstep: Class 3 contains 21201 members 
Mstep: Class 4 contains 24709 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117206 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70835 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60708 members 
Mstep: Class 14 contains 161093 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237595 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164191 members 
Mstep: Class 21 contains 169640 members 
Mstep: Class 22 contains 96207 members 
Mstep: Class 23 contains 46796 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172240 members 
Mstep: Class 26 contains 16423 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82257 members 
Mstep: Class 30 contains 29232 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 10254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574672.000000 Penalty: 117808.554688
Iteration 294Q: 34 clusters Score -2.055747e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 109969 members 
Mstep: Class 3 contains 21203 members 
Mstep: Class 4 contains 24707 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14608 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117212 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70837 members 
Mstep: Class 11 contains 16684 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60701 members 
Mstep: Class 14 contains 161097 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237596 members 
Mstep: Class 18 contains 4180 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164194 members 
Mstep: Class 21 contains 169641 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 46797 members 
Mstep: Class 24 contains 21458 members 
Mstep: Class 25 contains 172242 members 
Mstep: Class 26 contains 16421 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82258 members 
Mstep: Class 30 contains 29229 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 10254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574832.000000 Penalty: 117808.554688
Iteration 295Q: 34 clusters Score -2.055748e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 109970 members 
Mstep: Class 3 contains 21204 members 
Mstep: Class 4 contains 24707 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22761 members 
Mstep: Class 8 contains 117217 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70838 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60696 members 
Mstep: Class 14 contains 161095 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237593 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 17361 members 
Mstep: Class 20 contains 164196 members 
Mstep: Class 21 contains 169639 members 
Mstep: Class 22 contains 96204 members 
Mstep: Class 23 contains 46798 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172244 members 
Mstep: Class 26 contains 16422 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82255 members 
Mstep: Class 30 contains 29228 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 10260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574816.000000 Penalty: 117808.554688
Iteration 296Q: 34 clusters Score -2.055748e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 109971 members 
Mstep: Class 3 contains 21207 members 
Mstep: Class 4 contains 24703 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117222 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 70842 members 
Mstep: Class 11 contains 16661 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60690 members 
Mstep: Class 14 contains 161096 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237587 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 164196 members 
Mstep: Class 21 contains 169638 members 
Mstep: Class 22 contains 96202 members 
Mstep: Class 23 contains 46798 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 172249 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 82253 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6071 members 
Mstep: Class 33 contains 10267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574768.000000 Penalty: 117808.554688
Iteration 297Q: 34 clusters Score -2.055748e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 109971 members 
Mstep: Class 3 contains 21209 members 
Mstep: Class 4 contains 24702 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14610 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117226 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16649 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60686 members 
Mstep: Class 14 contains 161096 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237587 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 17357 members 
Mstep: Class 20 contains 164199 members 
Mstep: Class 21 contains 169640 members 
Mstep: Class 22 contains 96199 members 
Mstep: Class 23 contains 46798 members 
Mstep: Class 24 contains 21456 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16424 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82256 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6071 members 
Mstep: Class 33 contains 10269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574912.000000 Penalty: 117808.554688
Iteration 298Q: 34 clusters Score -2.055749e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 109971 members 
Mstep: Class 3 contains 21207 members 
Mstep: Class 4 contains 24705 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22760 members 
Mstep: Class 8 contains 117224 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 70848 members 
Mstep: Class 11 contains 16641 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161090 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237583 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17356 members 
Mstep: Class 20 contains 164202 members 
Mstep: Class 21 contains 169642 members 
Mstep: Class 22 contains 96198 members 
Mstep: Class 23 contains 46799 members 
Mstep: Class 24 contains 21456 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16426 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82257 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6069 members 
Mstep: Class 33 contains 10280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574800.000000 Penalty: 117808.554688
Iteration 299Q: 34 clusters Score -2.055748e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 109969 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24704 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22760 members 
Mstep: Class 8 contains 117223 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 70848 members 
Mstep: Class 11 contains 16638 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161092 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237584 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17354 members 
Mstep: Class 20 contains 164202 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46801 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16424 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82256 members 
Mstep: Class 30 contains 29225 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6069 members 
Mstep: Class 33 contains 10290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574752.000000 Penalty: 117808.554688
Iteration 300F: 34 clusters Score -2.055748e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 109967 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24705 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22761 members 
Mstep: Class 8 contains 117224 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70851 members 
Mstep: Class 11 contains 16633 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161088 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237586 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 164202 members 
Mstep: Class 21 contains 169644 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46803 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172253 members 
Mstep: Class 26 contains 16422 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82256 members 
Mstep: Class 30 contains 29223 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6070 members 
Mstep: Class 33 contains 10296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574656.000000 Penalty: 117808.554688
Iteration 301Q: 34 clusters Score -2.055747e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 109967 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24706 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117227 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16626 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161085 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237586 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164201 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96202 members 
Mstep: Class 23 contains 46803 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172253 members 
Mstep: Class 26 contains 16418 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82258 members 
Mstep: Class 30 contains 29222 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6071 members 
Mstep: Class 33 contains 10302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574624.000000 Penalty: 117808.554688
Iteration 302Q: 34 clusters Score -2.055746e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 109964 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24706 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117227 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16622 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60688 members 
Mstep: Class 14 contains 161083 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237584 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164202 members 
Mstep: Class 21 contains 169649 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 46804 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172253 members 
Mstep: Class 26 contains 16416 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82261 members 
Mstep: Class 30 contains 29223 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6070 members 
Mstep: Class 33 contains 10306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574656.000000 Penalty: 117808.554688
Iteration 303Q: 34 clusters Score -2.055747e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 109964 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24706 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 117229 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16619 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161081 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237582 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164203 members 
Mstep: Class 21 contains 169648 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 46805 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16413 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82262 members 
Mstep: Class 30 contains 29224 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6071 members 
Mstep: Class 33 contains 10311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574624.000000 Penalty: 117808.554688
Iteration 304Q: 34 clusters Score -2.055746e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 109964 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24704 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14609 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117230 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16616 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161081 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237582 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164202 members 
Mstep: Class 21 contains 169648 members 
Mstep: Class 22 contains 96204 members 
Mstep: Class 23 contains 46804 members 
Mstep: Class 24 contains 21453 members 
Mstep: Class 25 contains 172250 members 
Mstep: Class 26 contains 16410 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82261 members 
Mstep: Class 30 contains 29224 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6072 members 
Mstep: Class 33 contains 10318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574656.000000 Penalty: 117808.554688
Iteration 305Q: 34 clusters Score -2.055747e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 109964 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24703 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14608 members 
Mstep: Class 7 contains 22764 members 
Mstep: Class 8 contains 117229 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16614 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161080 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237579 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164204 members 
Mstep: Class 21 contains 169647 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 46804 members 
Mstep: Class 24 contains 21453 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16412 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82261 members 
Mstep: Class 30 contains 29223 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6072 members 
Mstep: Class 33 contains 10324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574608.000000 Penalty: 117808.554688
Iteration 306Q: 34 clusters Score -2.055746e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 109963 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24702 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14608 members 
Mstep: Class 7 contains 22764 members 
Mstep: Class 8 contains 117229 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16612 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161075 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237579 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 164210 members 
Mstep: Class 21 contains 169649 members 
Mstep: Class 22 contains 96202 members 
Mstep: Class 23 contains 46804 members 
Mstep: Class 24 contains 21453 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16412 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82261 members 
Mstep: Class 30 contains 29224 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6072 members 
Mstep: Class 33 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574688.000000 Penalty: 117808.554688
Iteration 307Q: 34 clusters Score -2.055747e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 109961 members 
Mstep: Class 3 contains 21206 members 
Mstep: Class 4 contains 24701 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 22765 members 
Mstep: Class 8 contains 117233 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70848 members 
Mstep: Class 11 contains 16609 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 161073 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237581 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164213 members 
Mstep: Class 21 contains 169649 members 
Mstep: Class 22 contains 96202 members 
Mstep: Class 23 contains 46804 members 
Mstep: Class 24 contains 21452 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16407 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82262 members 
Mstep: Class 30 contains 29223 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6071 members 
Mstep: Class 33 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574576.000000 Penalty: 117808.554688
Iteration 308Q: 34 clusters Score -2.055746e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 109958 members 
Mstep: Class 3 contains 21206 members 
Mstep: Class 4 contains 24701 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14606 members 
Mstep: Class 7 contains 22766 members 
Mstep: Class 8 contains 117234 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70847 members 
Mstep: Class 11 contains 16608 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60686 members 
Mstep: Class 14 contains 161069 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237583 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 164219 members 
Mstep: Class 21 contains 169651 members 
Mstep: Class 22 contains 96200 members 
Mstep: Class 23 contains 46805 members 
Mstep: Class 24 contains 21452 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16401 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82264 members 
Mstep: Class 30 contains 29222 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6071 members 
Mstep: Class 33 contains 10335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574608.000000 Penalty: 117808.554688
Iteration 309Q: 34 clusters Score -2.055746e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 109960 members 
Mstep: Class 3 contains 21206 members 
Mstep: Class 4 contains 24698 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117235 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70847 members 
Mstep: Class 11 contains 16606 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60685 members 
Mstep: Class 14 contains 161069 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237580 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164222 members 
Mstep: Class 21 contains 169650 members 
Mstep: Class 22 contains 96200 members 
Mstep: Class 23 contains 46806 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82267 members 
Mstep: Class 30 contains 29222 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6073 members 
Mstep: Class 33 contains 10342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574752.000000 Penalty: 117808.554688
Iteration 310Q: 34 clusters Score -2.055748e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 109961 members 
Mstep: Class 3 contains 21206 members 
Mstep: Class 4 contains 24699 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 117239 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16601 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60681 members 
Mstep: Class 14 contains 161069 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237578 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164222 members 
Mstep: Class 21 contains 169653 members 
Mstep: Class 22 contains 96200 members 
Mstep: Class 23 contains 46804 members 
Mstep: Class 24 contains 21451 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16392 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82269 members 
Mstep: Class 30 contains 29222 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6075 members 
Mstep: Class 33 contains 10351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574544.000000 Penalty: 117808.554688
Iteration 311Q: 34 clusters Score -2.055745e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 109959 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24697 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14604 members 
Mstep: Class 7 contains 22764 members 
Mstep: Class 8 contains 117247 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16599 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60676 members 
Mstep: Class 14 contains 161067 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237575 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 164228 members 
Mstep: Class 21 contains 169653 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46806 members 
Mstep: Class 24 contains 21450 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16389 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82271 members 
Mstep: Class 30 contains 29222 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6076 members 
Mstep: Class 33 contains 10350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574512.000000 Penalty: 117808.554688
Iteration 312Q: 34 clusters Score -2.055745e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 109957 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24699 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14602 members 
Mstep: Class 7 contains 22766 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16598 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60675 members 
Mstep: Class 14 contains 161063 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237571 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164235 members 
Mstep: Class 21 contains 169651 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46806 members 
Mstep: Class 24 contains 21450 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16384 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82271 members 
Mstep: Class 30 contains 29225 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6076 members 
Mstep: Class 33 contains 10351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574528.000000 Penalty: 117808.554688
Iteration 313Q: 34 clusters Score -2.055745e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 109957 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24697 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14600 members 
Mstep: Class 7 contains 22768 members 
Mstep: Class 8 contains 117253 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16596 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60671 members 
Mstep: Class 14 contains 161067 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237570 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164234 members 
Mstep: Class 21 contains 169653 members 
Mstep: Class 22 contains 96200 members 
Mstep: Class 23 contains 46806 members 
Mstep: Class 24 contains 21449 members 
Mstep: Class 25 contains 172250 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82271 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6076 members 
Mstep: Class 33 contains 10350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574336.000000 Penalty: 117808.554688
Iteration 314Q: 34 clusters Score -2.055743e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 109953 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24695 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 22771 members 
Mstep: Class 8 contains 117253 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 70844 members 
Mstep: Class 11 contains 16597 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60670 members 
Mstep: Class 14 contains 161069 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237570 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164233 members 
Mstep: Class 21 contains 169655 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46807 members 
Mstep: Class 24 contains 21448 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16387 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82271 members 
Mstep: Class 30 contains 29228 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6076 members 
Mstep: Class 33 contains 10350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 117808.554688
Iteration 315Q: 34 clusters Score -2.055744e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 109950 members 
Mstep: Class 3 contains 21204 members 
Mstep: Class 4 contains 24695 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 22773 members 
Mstep: Class 8 contains 117255 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 70844 members 
Mstep: Class 11 contains 16596 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60669 members 
Mstep: Class 14 contains 161067 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237565 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164232 members 
Mstep: Class 21 contains 169655 members 
Mstep: Class 22 contains 96204 members 
Mstep: Class 23 contains 46808 members 
Mstep: Class 24 contains 21445 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16390 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82272 members 
Mstep: Class 30 contains 29229 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6077 members 
Mstep: Class 33 contains 10353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574592.000000 Penalty: 117808.554688
Iteration 316Q: 34 clusters Score -2.055746e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 109949 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 4 contains 24695 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14597 members 
Mstep: Class 7 contains 22770 members 
Mstep: Class 8 contains 117257 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 70843 members 
Mstep: Class 11 contains 16595 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60670 members 
Mstep: Class 14 contains 161061 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237558 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 164235 members 
Mstep: Class 21 contains 169656 members 
Mstep: Class 22 contains 96205 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16391 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82272 members 
Mstep: Class 30 contains 29230 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 6079 members 
Mstep: Class 33 contains 10364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574576.000000 Penalty: 117808.554688
Iteration 317Q: 34 clusters Score -2.055746e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 109944 members 
Mstep: Class 3 contains 21200 members 
Mstep: Class 4 contains 24696 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14597 members 
Mstep: Class 7 contains 22771 members 
Mstep: Class 8 contains 117261 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16593 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60668 members 
Mstep: Class 14 contains 161061 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237556 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 164241 members 
Mstep: Class 21 contains 169657 members 
Mstep: Class 22 contains 96205 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 21442 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82274 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 6081 members 
Mstep: Class 33 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 318Q: 34 clusters Score -2.055744e+08 nChanged 71
Entering ConstructFrom: 
Score: -205574448.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Entering Unmasked Estep 
Score: -2310323.250000 Penalty: 2464.668457
	Iteration 0F: 2 clusters Score -2310323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2295811.500000 Penalty: 4929.336914
	Iteration 0F: 3 clusters Score -2295812 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2300899.500000 Penalty: 4929.336914
	Iteration 1F: 3 clusters Score -2300900 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2301486.500000 Penalty: 4929.336914
	Iteration 2F: 3 clusters Score -2301486 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2302124.750000 Penalty: 4929.336914
	Iteration 3F: 3 clusters Score -2302125 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2302730.250000 Penalty: 4929.336914
	Iteration 4F: 3 clusters Score -2302730 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2303332.000000 Penalty: 4929.336914
	Iteration 5F: 3 clusters Score -2303332 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2303876.000000 Penalty: 4929.336914
	Iteration 6Q: 3 clusters Score -2303876 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2304428.250000 Penalty: 4929.336914
	Iteration 7Q: 3 clusters Score -2304428 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2304917.500000 Penalty: 4929.336914
	Iteration 8Q: 3 clusters Score -2304918 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2305323.250000 Penalty: 4929.336914
	Iteration 9Q: 3 clusters Score -2305323 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2305667.000000 Penalty: 4929.336914
	Iteration 10Q: 3 clusters Score -2305667 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2305982.750000 Penalty: 4929.336914
	Iteration 11Q: 3 clusters Score -2305983 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2306252.000000 Penalty: 4929.336914
	Iteration 12Q: 3 clusters Score -2306252 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2306458.500000 Penalty: 4929.336914
	Iteration 13Q: 3 clusters Score -2306458 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2306652.750000 Penalty: 4929.336914
	Iteration 14Q: 3 clusters Score -2306653 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2306814.000000 Penalty: 4929.336914
	Iteration 15Q: 3 clusters Score -2306814 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2306971.500000 Penalty: 4929.336914
	Iteration 16Q: 3 clusters Score -2306972 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2307105.500000 Penalty: 4929.336914
	Iteration 17Q: 3 clusters Score -2307106 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2307214.750000 Penalty: 4929.336914
	Iteration 18Q: 3 clusters Score -2307215 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2307331.250000 Penalty: 4929.336914
	Iteration 19Q: 3 clusters Score -2307331 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2307452.000000 Penalty: 4929.336914
	Iteration 20F: 3 clusters Score -2307452 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2307561.000000 Penalty: 4929.336914
	Iteration 21Q: 3 clusters Score -2307561 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2307676.000000 Penalty: 4929.336914
	Iteration 22Q: 3 clusters Score -2307676 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2307799.000000 Penalty: 4929.336914
	Iteration 23Q: 3 clusters Score -2307799 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2307896.250000 Penalty: 4929.336914
	Iteration 24Q: 3 clusters Score -2307896 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2307983.000000 Penalty: 4929.336914
	Iteration 25Q: 3 clusters Score -2307983 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2308068.500000 Penalty: 4929.336914
	Iteration 26Q: 3 clusters Score -2308068 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2308123.500000 Penalty: 4929.336914
	Iteration 27Q: 3 clusters Score -2308124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2308166.000000 Penalty: 4929.336914
	Iteration 28Q: 3 clusters Score -2308166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2308217.250000 Penalty: 4929.336914
	Iteration 29Q: 3 clusters Score -2308217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2308269.750000 Penalty: 4929.336914
	Iteration 30Q: 3 clusters Score -2308270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2308299.000000 Penalty: 4929.336914
	Iteration 31Q: 3 clusters Score -2308299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2308321.250000 Penalty: 4929.336914
	Iteration 32Q: 3 clusters Score -2308321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2308337.000000 Penalty: 4929.336914
	Iteration 33Q: 3 clusters Score -2308337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2308350.500000 Penalty: 4929.336914
	Iteration 34Q: 3 clusters Score -2308350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2308365.000000 Penalty: 4929.336914
	Iteration 35Q: 3 clusters Score -2308365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2308368.250000 Penalty: 4929.336914
	Iteration 36Q: 3 clusters Score -2308368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2308374.250000 Penalty: 4929.336914
	Iteration 37Q: 3 clusters Score -2308374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2308378.000000 Penalty: 4929.336914
	Iteration 38Q: 3 clusters Score -2308378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2308382.750000 Penalty: 4929.336914
	Iteration 39Q: 3 clusters Score -2308383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2308385.000000 Penalty: 4929.336914
	Iteration 40F: 3 clusters Score -2308385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2308396.250000 Penalty: 4929.336914
	Iteration 41Q: 3 clusters Score -2308396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2308400.250000 Penalty: 4929.336914
	Iteration 42Q: 3 clusters Score -2308400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2308400.500000 Penalty: 4929.336914
	Iteration 43Q: 3 clusters Score -2308400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2308400.000000 Penalty: 4929.336914
	Iteration 44Q: 3 clusters Score -2308400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2308399.250000 Penalty: 4929.336914
	Iteration 45Q: 3 clusters Score -2308399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2308399.750000 Penalty: 4929.336914
	Iteration 46Q: 3 clusters Score -2308400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2308397.250000 Penalty: 4929.336914
	Iteration 47Q: 3 clusters Score -2308397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2308397.750000 Penalty: 4929.336914
	Iteration 48Q: 3 clusters Score -2308398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2308400.000000 Penalty: 4929.336914
	Iteration 49Q: 3 clusters Score -2308400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2308400.000000 Penalty: 4929.336914
	Iteration 50F: 3 clusters Score -2308400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Entering Unmasked Estep 
Score: -13059627.000000 Penalty: 2878.702637
	Iteration 0F: 2 clusters Score -1.305963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -12986147.000000 Penalty: 5757.405273
	Iteration 0F: 3 clusters Score -1.298615e+07 nChanged 52166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -13015994.000000 Penalty: 5757.405273
	Iteration 1F: 3 clusters Score -1.301599e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -13017165.000000 Penalty: 5757.405273
	Iteration 2Q: 3 clusters Score -1.301716e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -13018915.000000 Penalty: 5757.405273
	Iteration 3Q: 3 clusters Score -1.301892e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -13021656.000000 Penalty: 5757.405273
	Iteration 4F: 3 clusters Score -1.302166e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -13025712.000000 Penalty: 5757.405273
	Iteration 5F: 3 clusters Score -1.302571e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -13031516.000000 Penalty: 5757.405273
	Iteration 6F: 3 clusters Score -1.303152e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -13038345.000000 Penalty: 5757.405273
	Iteration 7F: 3 clusters Score -1.303834e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -13044879.000000 Penalty: 5757.405273
	Iteration 8F: 3 clusters Score -1.304488e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -13050098.000000 Penalty: 5757.405273
	Iteration 9F: 3 clusters Score -1.30501e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -13053335.000000 Penalty: 5757.405273
	Iteration 10Q: 3 clusters Score -1.305334e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -13055303.000000 Penalty: 5757.405273
	Iteration 11Q: 3 clusters Score -1.30553e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -13056249.000000 Penalty: 5757.405273
	Iteration 12Q: 3 clusters Score -1.305625e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 108707 members 
Entering Unmasked Estep 
Score: -13056673.000000 Penalty: 5757.405273
	Iteration 13Q: 3 clusters Score -1.305667e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
Score: -13056892.000000 Penalty: 5757.405273
	Iteration 14Q: 3 clusters Score -1.305689e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -13057024.000000 Penalty: 5757.405273
	Iteration 15Q: 3 clusters Score -1.305702e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -13057103.000000 Penalty: 5757.405273
	Iteration 16Q: 3 clusters Score -1.30571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 109208 members 
Entering Unmasked Estep 
Score: -13057145.000000 Penalty: 5757.405273
	Iteration 17Q: 3 clusters Score -1.305714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 109242 members 
Entering Unmasked Estep 
Score: -13057170.000000 Penalty: 5757.405273
	Iteration 18Q: 3 clusters Score -1.305717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -13057205.000000 Penalty: 5757.405273
	Iteration 19Q: 3 clusters Score -1.30572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 109294 members 
Entering Unmasked Estep 
Score: -13057243.000000 Penalty: 5757.405273
	Iteration 20F: 3 clusters Score -1.305724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -13057268.000000 Penalty: 5757.405273
	Iteration 21Q: 3 clusters Score -1.305727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -13057295.000000 Penalty: 5757.405273
	Iteration 22Q: 3 clusters Score -1.30573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 109320 members 
Entering Unmasked Estep 
Score: -13057301.000000 Penalty: 5757.405273
	Iteration 23Q: 3 clusters Score -1.30573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -13057317.000000 Penalty: 5757.405273
	Iteration 24Q: 3 clusters Score -1.305732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 109325 members 
Entering Unmasked Estep 
Score: -13057322.000000 Penalty: 5757.405273
	Iteration 25Q: 3 clusters Score -1.305732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 109332 members 
Entering Unmasked Estep 
Score: -13057332.000000 Penalty: 5757.405273
	Iteration 26Q: 3 clusters Score -1.305733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -13057324.000000 Penalty: 5757.405273
	Iteration 27Q: 3 clusters Score -1.305732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -13057319.000000 Penalty: 5757.405273
	Iteration 28Q: 3 clusters Score -1.305732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -13057324.000000 Penalty: 5757.405273
	Iteration 29Q: 3 clusters Score -1.305732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -13057329.000000 Penalty: 5757.405273
	Iteration 30Q: 3 clusters Score -1.305733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -13057325.000000 Penalty: 5757.405273
	Iteration 31Q: 3 clusters Score -1.305732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -13057324.000000 Penalty: 5757.405273
	Iteration 32Q: 3 clusters Score -1.305732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -13057335.000000 Penalty: 5757.405273
	Iteration 33Q: 3 clusters Score -1.305734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -13057332.000000 Penalty: 5757.405273
	Iteration 34Q: 3 clusters Score -1.305733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -13057331.000000 Penalty: 5757.405273
	Iteration 35Q: 3 clusters Score -1.305733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -13057350.000000 Penalty: 5757.405273
	Iteration 36Q: 3 clusters Score -1.305735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -13057371.000000 Penalty: 5757.405273
	Iteration 37Q: 3 clusters Score -1.305737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -13057402.000000 Penalty: 5757.405273
	Iteration 38Q: 3 clusters Score -1.30574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -13057405.000000 Penalty: 5757.405273
	Iteration 39Q: 3 clusters Score -1.30574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -13057420.000000 Penalty: 5757.405273
	Iteration 40F: 3 clusters Score -1.305742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -13057440.000000 Penalty: 5757.405273
	Iteration 41Q: 3 clusters Score -1.305744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -13057442.000000 Penalty: 5757.405273
	Iteration 42Q: 3 clusters Score -1.305744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -13057454.000000 Penalty: 5757.405273
	Iteration 43Q: 3 clusters Score -1.305745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -13057472.000000 Penalty: 5757.405273
	Iteration 44Q: 3 clusters Score -1.305747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -13057483.000000 Penalty: 5757.405273
	Iteration 45Q: 3 clusters Score -1.305748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -13057501.000000 Penalty: 5757.405273
	Iteration 46Q: 3 clusters Score -1.30575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -13057505.000000 Penalty: 5757.405273
	Iteration 47Q: 3 clusters Score -1.30575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -13057515.000000 Penalty: 5757.405273
	Iteration 48Q: 3 clusters Score -1.305752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -13057518.000000 Penalty: 5757.405273
	Iteration 49Q: 3 clusters Score -1.305752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -13057511.000000 Penalty: 5757.405273
	Iteration 50Q: 3 clusters Score -1.305751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -13057517.000000 Penalty: 5757.405273
	Iteration 51Q: 3 clusters Score -1.305752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -13057515.000000 Penalty: 5757.405273
	Iteration 52Q: 3 clusters Score -1.305752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -13057518.000000 Penalty: 5757.405273
	Iteration 53Q: 3 clusters Score -1.305752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -13057518.000000 Penalty: 5757.405273
	Iteration 54Q: 3 clusters Score -1.305752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -13057515.000000 Penalty: 5757.405273
	Iteration 55Q: 3 clusters Score -1.305752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -13057521.000000 Penalty: 5757.405273
	Iteration 56Q: 3 clusters Score -1.305752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -13057520.000000 Penalty: 5757.405273
	Iteration 57Q: 3 clusters Score -1.305752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -13057519.000000 Penalty: 5757.405273
	Iteration 58Q: 3 clusters Score -1.305752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -13057519.000000 Penalty: 5757.405273
	Iteration 59F: 3 clusters Score -1.305752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Entering Unmasked Estep 
Score: -2425803.500000 Penalty: 2470.515625
	Iteration 0F: 2 clusters Score -2425804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2411018.000000 Penalty: 4941.031250
	Iteration 0F: 3 clusters Score -2411018 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2416008.000000 Penalty: 4941.031250
	Iteration 1F: 3 clusters Score -2416008 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2416527.500000 Penalty: 4941.031250
	Iteration 2F: 3 clusters Score -2416528 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2416919.000000 Penalty: 4941.031250
	Iteration 3Q: 3 clusters Score -2416919 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2417270.500000 Penalty: 4941.031250
	Iteration 4Q: 3 clusters Score -2417270 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2417599.250000 Penalty: 4941.031250
	Iteration 5Q: 3 clusters Score -2417599 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2417956.000000 Penalty: 4941.031250
	Iteration 6Q: 3 clusters Score -2417956 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2418344.000000 Penalty: 4941.031250
	Iteration 7Q: 3 clusters Score -2418344 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2418759.750000 Penalty: 4941.031250
	Iteration 8Q: 3 clusters Score -2418760 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2419196.500000 Penalty: 4941.031250
	Iteration 9Q: 3 clusters Score -2419196 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2419656.750000 Penalty: 4941.031250
	Iteration 10Q: 3 clusters Score -2419657 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2420072.750000 Penalty: 4941.031250
	Iteration 11Q: 3 clusters Score -2420073 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2420440.250000 Penalty: 4941.031250
	Iteration 12Q: 3 clusters Score -2420440 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2420741.500000 Penalty: 4941.031250
	Iteration 13Q: 3 clusters Score -2420742 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2420984.750000 Penalty: 4941.031250
	Iteration 14Q: 3 clusters Score -2420985 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2421176.750000 Penalty: 4941.031250
	Iteration 15Q: 3 clusters Score -2421177 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2421333.250000 Penalty: 4941.031250
	Iteration 16Q: 3 clusters Score -2421333 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2421489.250000 Penalty: 4941.031250
	Iteration 17Q: 3 clusters Score -2421489 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2421618.250000 Penalty: 4941.031250
	Iteration 18Q: 3 clusters Score -2421618 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2421743.000000 Penalty: 4941.031250
	Iteration 19Q: 3 clusters Score -2421743 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2421860.000000 Penalty: 4941.031250
	Iteration 20F: 3 clusters Score -2421860 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2421991.750000 Penalty: 4941.031250
	Iteration 21Q: 3 clusters Score -2421992 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2422128.500000 Penalty: 4941.031250
	Iteration 22Q: 3 clusters Score -2422128 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2422306.000000 Penalty: 4941.031250
	Iteration 23Q: 3 clusters Score -2422306 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2422458.000000 Penalty: 4941.031250
	Iteration 24Q: 3 clusters Score -2422458 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2422617.750000 Penalty: 4941.031250
	Iteration 25Q: 3 clusters Score -2422618 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2422749.000000 Penalty: 4941.031250
	Iteration 26Q: 3 clusters Score -2422749 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2422831.250000 Penalty: 4941.031250
	Iteration 27Q: 3 clusters Score -2422831 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2422924.750000 Penalty: 4941.031250
	Iteration 28Q: 3 clusters Score -2422925 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2423002.250000 Penalty: 4941.031250
	Iteration 29Q: 3 clusters Score -2423002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2423056.000000 Penalty: 4941.031250
	Iteration 30Q: 3 clusters Score -2423056 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2423099.250000 Penalty: 4941.031250
	Iteration 31Q: 3 clusters Score -2423099 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2423144.500000 Penalty: 4941.031250
	Iteration 32Q: 3 clusters Score -2423144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2423173.750000 Penalty: 4941.031250
	Iteration 33Q: 3 clusters Score -2423174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2423181.750000 Penalty: 4941.031250
	Iteration 34Q: 3 clusters Score -2423182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2423196.750000 Penalty: 4941.031250
	Iteration 35Q: 3 clusters Score -2423197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2423226.750000 Penalty: 4941.031250
	Iteration 36Q: 3 clusters Score -2423227 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2423244.500000 Penalty: 4941.031250
	Iteration 37Q: 3 clusters Score -2423244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2423251.500000 Penalty: 4941.031250
	Iteration 38Q: 3 clusters Score -2423252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2423260.000000 Penalty: 4941.031250
	Iteration 39Q: 3 clusters Score -2423260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2423286.750000 Penalty: 4941.031250
	Iteration 40F: 3 clusters Score -2423287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2423298.750000 Penalty: 4941.031250
	Iteration 41Q: 3 clusters Score -2423299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2423321.750000 Penalty: 4941.031250
	Iteration 42Q: 3 clusters Score -2423322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2423336.000000 Penalty: 4941.031250
	Iteration 43Q: 3 clusters Score -2423336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2423355.250000 Penalty: 4941.031250
	Iteration 44Q: 3 clusters Score -2423355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2423358.250000 Penalty: 4941.031250
	Iteration 45Q: 3 clusters Score -2423358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2423366.250000 Penalty: 4941.031250
	Iteration 46Q: 3 clusters Score -2423366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2423383.750000 Penalty: 4941.031250
	Iteration 47Q: 3 clusters Score -2423384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2423392.500000 Penalty: 4941.031250
	Iteration 48Q: 3 clusters Score -2423392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2423400.000000 Penalty: 4941.031250
	Iteration 49Q: 3 clusters Score -2423400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2423425.500000 Penalty: 4941.031250
	Iteration 50Q: 3 clusters Score -2423426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2423446.750000 Penalty: 4941.031250
	Iteration 51Q: 3 clusters Score -2423447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2423472.500000 Penalty: 4941.031250
	Iteration 52Q: 3 clusters Score -2423472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2423493.750000 Penalty: 4941.031250
	Iteration 53Q: 3 clusters Score -2423494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2423513.250000 Penalty: 4941.031250
	Iteration 54Q: 3 clusters Score -2423513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2423526.500000 Penalty: 4941.031250
	Iteration 55Q: 3 clusters Score -2423526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2423536.750000 Penalty: 4941.031250
	Iteration 56Q: 3 clusters Score -2423537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2423552.750000 Penalty: 4941.031250
	Iteration 57Q: 3 clusters Score -2423553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2423549.500000 Penalty: 4941.031250
	Iteration 58Q: 3 clusters Score -2423550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2423553.250000 Penalty: 4941.031250
	Iteration 59Q: 3 clusters Score -2423553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2423559.250000 Penalty: 4941.031250
	Iteration 60F: 3 clusters Score -2423559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2423562.250000 Penalty: 4941.031250
	Iteration 61Q: 3 clusters Score -2423562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2423562.500000 Penalty: 4941.031250
	Iteration 62Q: 3 clusters Score -2423562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2423573.000000 Penalty: 4941.031250
	Iteration 63Q: 3 clusters Score -2423573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2423574.250000 Penalty: 4941.031250
	Iteration 64Q: 3 clusters Score -2423574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2423575.750000 Penalty: 4941.031250
	Iteration 65Q: 3 clusters Score -2423576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2423583.000000 Penalty: 4941.031250
	Iteration 66Q: 3 clusters Score -2423583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2423591.750000 Penalty: 4941.031250
	Iteration 67Q: 3 clusters Score -2423592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2423593.500000 Penalty: 4941.031250
	Iteration 68Q: 3 clusters Score -2423594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2423591.000000 Penalty: 4941.031250
	Iteration 69Q: 3 clusters Score -2423591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2423590.250000 Penalty: 4941.031250
	Iteration 70Q: 3 clusters Score -2423590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2423597.500000 Penalty: 4941.031250
	Iteration 71Q: 3 clusters Score -2423598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2423598.750000 Penalty: 4941.031250
	Iteration 72Q: 3 clusters Score -2423599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2423604.000000 Penalty: 4941.031250
	Iteration 73Q: 3 clusters Score -2423604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2423615.250000 Penalty: 4941.031250
	Iteration 74Q: 3 clusters Score -2423615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2423614.000000 Penalty: 4941.031250
	Iteration 75Q: 3 clusters Score -2423614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2423620.750000 Penalty: 4941.031250
	Iteration 76Q: 3 clusters Score -2423621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2423623.500000 Penalty: 4941.031250
	Iteration 77Q: 3 clusters Score -2423624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2423635.250000 Penalty: 4941.031250
	Iteration 78Q: 3 clusters Score -2423635 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2423642.000000 Penalty: 4941.031250
	Iteration 79Q: 3 clusters Score -2423642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2423650.500000 Penalty: 4941.031250
	Iteration 80F: 3 clusters Score -2423650 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2423665.750000 Penalty: 4941.031250
	Iteration 81Q: 3 clusters Score -2423666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2423670.750000 Penalty: 4941.031250
	Iteration 82Q: 3 clusters Score -2423671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2423673.250000 Penalty: 4941.031250
	Iteration 83Q: 3 clusters Score -2423673 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2423689.750000 Penalty: 4941.031250
	Iteration 84Q: 3 clusters Score -2423690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2423693.750000 Penalty: 4941.031250
	Iteration 85Q: 3 clusters Score -2423694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2423701.500000 Penalty: 4941.031250
	Iteration 86Q: 3 clusters Score -2423702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2423714.250000 Penalty: 4941.031250
	Iteration 87Q: 3 clusters Score -2423714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2423720.250000 Penalty: 4941.031250
	Iteration 88Q: 3 clusters Score -2423720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2423737.750000 Penalty: 4941.031250
	Iteration 89Q: 3 clusters Score -2423738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2423743.000000 Penalty: 4941.031250
	Iteration 90Q: 3 clusters Score -2423743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2423759.000000 Penalty: 4941.031250
	Iteration 91Q: 3 clusters Score -2423759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2423776.000000 Penalty: 4941.031250
	Iteration 92Q: 3 clusters Score -2423776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2423793.750000 Penalty: 4941.031250
	Iteration 93Q: 3 clusters Score -2423794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2423798.250000 Penalty: 4941.031250
	Iteration 94Q: 3 clusters Score -2423798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2423818.000000 Penalty: 4941.031250
	Iteration 95Q: 3 clusters Score -2423818 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2423836.500000 Penalty: 4941.031250
	Iteration 96Q: 3 clusters Score -2423836 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2423850.750000 Penalty: 4941.031250
	Iteration 97Q: 3 clusters Score -2423851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2423872.000000 Penalty: 4941.031250
	Iteration 98Q: 3 clusters Score -2423872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2423891.000000 Penalty: 4941.031250
	Iteration 99Q: 3 clusters Score -2423891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2423917.500000 Penalty: 4941.031250
	Iteration 100F: 3 clusters Score -2423918 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2423938.750000 Penalty: 4941.031250
	Iteration 101Q: 3 clusters Score -2423939 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2423977.000000 Penalty: 4941.031250
	Iteration 102Q: 3 clusters Score -2423977 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2424020.750000 Penalty: 4941.031250
	Iteration 103Q: 3 clusters Score -2424021 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2424053.750000 Penalty: 4941.031250
	Iteration 104Q: 3 clusters Score -2424054 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2424112.000000 Penalty: 4941.031250
	Iteration 105Q: 3 clusters Score -2424112 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2424155.750000 Penalty: 4941.031250
	Iteration 106Q: 3 clusters Score -2424156 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2424186.250000 Penalty: 4941.031250
	Iteration 107Q: 3 clusters Score -2424186 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2424232.250000 Penalty: 4941.031250
	Iteration 108Q: 3 clusters Score -2424232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2424276.500000 Penalty: 4941.031250
	Iteration 109Q: 3 clusters Score -2424276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2424306.250000 Penalty: 4941.031250
	Iteration 110Q: 3 clusters Score -2424306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2424360.500000 Penalty: 4941.031250
	Iteration 111Q: 3 clusters Score -2424360 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2424409.500000 Penalty: 4941.031250
	Iteration 112Q: 3 clusters Score -2424410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2424441.750000 Penalty: 4941.031250
	Iteration 113Q: 3 clusters Score -2424442 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2424483.750000 Penalty: 4941.031250
	Iteration 114Q: 3 clusters Score -2424484 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2424533.750000 Penalty: 4941.031250
	Iteration 115Q: 3 clusters Score -2424534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2424592.000000 Penalty: 4941.031250
	Iteration 116Q: 3 clusters Score -2424592 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2424629.750000 Penalty: 4941.031250
	Iteration 117Q: 3 clusters Score -2424630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2424668.250000 Penalty: 4941.031250
	Iteration 118Q: 3 clusters Score -2424668 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2424701.500000 Penalty: 4941.031250
	Iteration 119Q: 3 clusters Score -2424702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2424726.000000 Penalty: 4941.031250
	Iteration 120F: 3 clusters Score -2424726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2424738.000000 Penalty: 4941.031250
	Iteration 121Q: 3 clusters Score -2424738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2424754.000000 Penalty: 4941.031250
	Iteration 122Q: 3 clusters Score -2424754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2424763.500000 Penalty: 4941.031250
	Iteration 123Q: 3 clusters Score -2424764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2424776.500000 Penalty: 4941.031250
	Iteration 124Q: 3 clusters Score -2424776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2424797.750000 Penalty: 4941.031250
	Iteration 125Q: 3 clusters Score -2424798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2424823.500000 Penalty: 4941.031250
	Iteration 126Q: 3 clusters Score -2424824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2424832.750000 Penalty: 4941.031250
	Iteration 127Q: 3 clusters Score -2424833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2424856.000000 Penalty: 4941.031250
	Iteration 128Q: 3 clusters Score -2424856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2424884.750000 Penalty: 4941.031250
	Iteration 129Q: 3 clusters Score -2424885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2424908.750000 Penalty: 4941.031250
	Iteration 130Q: 3 clusters Score -2424909 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2424942.500000 Penalty: 4941.031250
	Iteration 131Q: 3 clusters Score -2424942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2424966.250000 Penalty: 4941.031250
	Iteration 132Q: 3 clusters Score -2424966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2424990.750000 Penalty: 4941.031250
	Iteration 133Q: 3 clusters Score -2424991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2425007.000000 Penalty: 4941.031250
	Iteration 134Q: 3 clusters Score -2425007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2425027.750000 Penalty: 4941.031250
	Iteration 135Q: 3 clusters Score -2425028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2425045.250000 Penalty: 4941.031250
	Iteration 136Q: 3 clusters Score -2425045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2425065.500000 Penalty: 4941.031250
	Iteration 137Q: 3 clusters Score -2425066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2425092.500000 Penalty: 4941.031250
	Iteration 138Q: 3 clusters Score -2425092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2425110.500000 Penalty: 4941.031250
	Iteration 139Q: 3 clusters Score -2425110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2425130.750000 Penalty: 4941.031250
	Iteration 140F: 3 clusters Score -2425131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2425142.750000 Penalty: 4941.031250
	Iteration 141Q: 3 clusters Score -2425143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2425160.000000 Penalty: 4941.031250
	Iteration 142Q: 3 clusters Score -2425160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2425159.750000 Penalty: 4941.031250
	Iteration 143Q: 3 clusters Score -2425160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2425168.750000 Penalty: 4941.031250
	Iteration 144Q: 3 clusters Score -2425169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2425174.250000 Penalty: 4941.031250
	Iteration 145Q: 3 clusters Score -2425174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2425176.500000 Penalty: 4941.031250
	Iteration 146Q: 3 clusters Score -2425176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2425180.500000 Penalty: 4941.031250
	Iteration 147Q: 3 clusters Score -2425180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2425193.250000 Penalty: 4941.031250
	Iteration 148Q: 3 clusters Score -2425193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2425195.750000 Penalty: 4941.031250
	Iteration 149Q: 3 clusters Score -2425196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2425191.000000 Penalty: 4941.031250
	Iteration 150Q: 3 clusters Score -2425191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2425201.750000 Penalty: 4941.031250
	Iteration 151Q: 3 clusters Score -2425202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2425201.000000 Penalty: 4941.031250
	Iteration 152Q: 3 clusters Score -2425201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2425202.250000 Penalty: 4941.031250
	Iteration 153Q: 3 clusters Score -2425202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2425209.000000 Penalty: 4941.031250
	Iteration 154Q: 3 clusters Score -2425209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2425207.250000 Penalty: 4941.031250
	Iteration 155Q: 3 clusters Score -2425207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2425208.500000 Penalty: 4941.031250
	Iteration 156Q: 3 clusters Score -2425208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2425209.250000 Penalty: 4941.031250
	Iteration 157Q: 3 clusters Score -2425209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2425216.000000 Penalty: 4941.031250
	Iteration 158Q: 3 clusters Score -2425216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2425219.250000 Penalty: 4941.031250
	Iteration 159Q: 3 clusters Score -2425219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2425218.000000 Penalty: 4941.031250
	Iteration 160F: 3 clusters Score -2425218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2425220.000000 Penalty: 4941.031250
	Iteration 161Q: 3 clusters Score -2425220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2425221.250000 Penalty: 4941.031250
	Iteration 162Q: 3 clusters Score -2425221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2425218.750000 Penalty: 4941.031250
	Iteration 163Q: 3 clusters Score -2425219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2425221.000000 Penalty: 4941.031250
	Iteration 164Q: 3 clusters Score -2425221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2425228.000000 Penalty: 4941.031250
	Iteration 165Q: 3 clusters Score -2425228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2425227.000000 Penalty: 4941.031250
	Iteration 166Q: 3 clusters Score -2425227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2425230.500000 Penalty: 4941.031250
	Iteration 167Q: 3 clusters Score -2425230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2425233.000000 Penalty: 4941.031250
	Iteration 168Q: 3 clusters Score -2425233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2425229.250000 Penalty: 4941.031250
	Iteration 169Q: 3 clusters Score -2425229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2425232.000000 Penalty: 4941.031250
	Iteration 170Q: 3 clusters Score -2425232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2425230.500000 Penalty: 4941.031250
	Iteration 171Q: 3 clusters Score -2425230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2425230.500000 Penalty: 4941.031250
	Iteration 172F: 3 clusters Score -2425230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Entering Unmasked Estep 
Score: -2785535.750000 Penalty: 2508.400391
	Iteration 0F: 2 clusters Score -2785536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2768406.250000 Penalty: 5016.800781
	Iteration 0F: 3 clusters Score -2768406 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2774591.750000 Penalty: 5016.800781
	Iteration 1F: 3 clusters Score -2774592 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2775275.000000 Penalty: 5016.800781
	Iteration 2F: 3 clusters Score -2775275 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2775953.000000 Penalty: 5016.800781
	Iteration 3F: 3 clusters Score -2775953 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2776732.000000 Penalty: 5016.800781
	Iteration 4F: 3 clusters Score -2776732 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2777542.000000 Penalty: 5016.800781
	Iteration 5F: 3 clusters Score -2777542 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2778375.750000 Penalty: 5016.800781
	Iteration 6F: 3 clusters Score -2778376 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2779027.000000 Penalty: 5016.800781
	Iteration 7Q: 3 clusters Score -2779027 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2779527.750000 Penalty: 5016.800781
	Iteration 8Q: 3 clusters Score -2779528 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2779953.500000 Penalty: 5016.800781
	Iteration 9Q: 3 clusters Score -2779954 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2780298.000000 Penalty: 5016.800781
	Iteration 10Q: 3 clusters Score -2780298 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2780641.250000 Penalty: 5016.800781
	Iteration 11Q: 3 clusters Score -2780641 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2780940.500000 Penalty: 5016.800781
	Iteration 12Q: 3 clusters Score -2780940 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2781232.750000 Penalty: 5016.800781
	Iteration 13Q: 3 clusters Score -2781233 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2781492.750000 Penalty: 5016.800781
	Iteration 14Q: 3 clusters Score -2781493 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2781747.750000 Penalty: 5016.800781
	Iteration 15Q: 3 clusters Score -2781748 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2782012.000000 Penalty: 5016.800781
	Iteration 16Q: 3 clusters Score -2782012 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2782271.250000 Penalty: 5016.800781
	Iteration 17Q: 3 clusters Score -2782271 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2782488.250000 Penalty: 5016.800781
	Iteration 18Q: 3 clusters Score -2782488 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2782687.500000 Penalty: 5016.800781
	Iteration 19Q: 3 clusters Score -2782688 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2782842.750000 Penalty: 5016.800781
	Iteration 20F: 3 clusters Score -2782843 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2782983.000000 Penalty: 5016.800781
	Iteration 21Q: 3 clusters Score -2782983 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2783065.000000 Penalty: 5016.800781
	Iteration 22Q: 3 clusters Score -2783065 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2783149.750000 Penalty: 5016.800781
	Iteration 23Q: 3 clusters Score -2783150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2783247.250000 Penalty: 5016.800781
	Iteration 24Q: 3 clusters Score -2783247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2783309.500000 Penalty: 5016.800781
	Iteration 25Q: 3 clusters Score -2783310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2783342.500000 Penalty: 5016.800781
	Iteration 26Q: 3 clusters Score -2783342 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2783397.000000 Penalty: 5016.800781
	Iteration 27Q: 3 clusters Score -2783397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2783441.750000 Penalty: 5016.800781
	Iteration 28Q: 3 clusters Score -2783442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2783476.250000 Penalty: 5016.800781
	Iteration 29Q: 3 clusters Score -2783476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2783495.500000 Penalty: 5016.800781
	Iteration 30Q: 3 clusters Score -2783496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2783513.500000 Penalty: 5016.800781
	Iteration 31Q: 3 clusters Score -2783514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2783517.750000 Penalty: 5016.800781
	Iteration 32Q: 3 clusters Score -2783518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2783534.250000 Penalty: 5016.800781
	Iteration 33Q: 3 clusters Score -2783534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2783544.250000 Penalty: 5016.800781
	Iteration 34Q: 3 clusters Score -2783544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2783545.500000 Penalty: 5016.800781
	Iteration 35Q: 3 clusters Score -2783546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2783553.000000 Penalty: 5016.800781
	Iteration 36Q: 3 clusters Score -2783553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2783563.000000 Penalty: 5016.800781
	Iteration 37Q: 3 clusters Score -2783563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2783572.000000 Penalty: 5016.800781
	Iteration 38Q: 3 clusters Score -2783572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2783576.750000 Penalty: 5016.800781
	Iteration 39Q: 3 clusters Score -2783577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2783575.750000 Penalty: 5016.800781
	Iteration 40F: 3 clusters Score -2783576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2783581.500000 Penalty: 5016.800781
	Iteration 41Q: 3 clusters Score -2783582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2783590.000000 Penalty: 5016.800781
	Iteration 42Q: 3 clusters Score -2783590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2783595.750000 Penalty: 5016.800781
	Iteration 43Q: 3 clusters Score -2783596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2783597.000000 Penalty: 5016.800781
	Iteration 44Q: 3 clusters Score -2783597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2783599.500000 Penalty: 5016.800781
	Iteration 45Q: 3 clusters Score -2783600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2783602.250000 Penalty: 5016.800781
	Iteration 46Q: 3 clusters Score -2783602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2783603.000000 Penalty: 5016.800781
	Iteration 47Q: 3 clusters Score -2783603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2783606.250000 Penalty: 5016.800781
	Iteration 48Q: 3 clusters Score -2783606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2783606.500000 Penalty: 5016.800781
	Iteration 49Q: 3 clusters Score -2783606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2783609.250000 Penalty: 5016.800781
	Iteration 50Q: 3 clusters Score -2783609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2783608.250000 Penalty: 5016.800781
	Iteration 51Q: 3 clusters Score -2783608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2783608.250000 Penalty: 5016.800781
	Iteration 52F: 3 clusters Score -2783608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Entering Unmasked Estep 
Score: -1909568.125000 Penalty: 2403.821289
	Iteration 0F: 2 clusters Score -1909568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1897919.500000 Penalty: 4807.642578
	Iteration 0F: 3 clusters Score -1897920 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1901809.000000 Penalty: 4807.642578
	Iteration 1F: 3 clusters Score -1901809 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1902447.000000 Penalty: 4807.642578
	Iteration 2F: 3 clusters Score -1902447 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1903170.750000 Penalty: 4807.642578
	Iteration 3F: 3 clusters Score -1903171 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1903783.750000 Penalty: 4807.642578
	Iteration 4F: 3 clusters Score -1903784 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1904167.375000 Penalty: 4807.642578
	Iteration 5F: 3 clusters Score -1904167 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1904438.125000 Penalty: 4807.642578
	Iteration 6Q: 3 clusters Score -1904438 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1904626.000000 Penalty: 4807.642578
	Iteration 7Q: 3 clusters Score -1904626 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1904784.125000 Penalty: 4807.642578
	Iteration 8Q: 3 clusters Score -1904784 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1904928.250000 Penalty: 4807.642578
	Iteration 9Q: 3 clusters Score -1904928 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1905049.875000 Penalty: 4807.642578
	Iteration 10Q: 3 clusters Score -1905050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1905161.250000 Penalty: 4807.642578
	Iteration 11Q: 3 clusters Score -1905161 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1905278.125000 Penalty: 4807.642578
	Iteration 12Q: 3 clusters Score -1905278 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1905403.875000 Penalty: 4807.642578
	Iteration 13Q: 3 clusters Score -1905404 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1905527.125000 Penalty: 4807.642578
	Iteration 14Q: 3 clusters Score -1905527 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1905680.375000 Penalty: 4807.642578
	Iteration 15Q: 3 clusters Score -1905680 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1905884.750000 Penalty: 4807.642578
	Iteration 16Q: 3 clusters Score -1905885 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1906147.500000 Penalty: 4807.642578
	Iteration 17Q: 3 clusters Score -1906148 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1906443.750000 Penalty: 4807.642578
	Iteration 18Q: 3 clusters Score -1906444 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1906723.250000 Penalty: 4807.642578
	Iteration 19Q: 3 clusters Score -1906723 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1906995.625000 Penalty: 4807.642578
	Iteration 20F: 3 clusters Score -1906996 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1907199.125000 Penalty: 4807.642578
	Iteration 21Q: 3 clusters Score -1907199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1907333.125000 Penalty: 4807.642578
	Iteration 22Q: 3 clusters Score -1907333 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1907416.625000 Penalty: 4807.642578
	Iteration 23Q: 3 clusters Score -1907417 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1907494.500000 Penalty: 4807.642578
	Iteration 24Q: 3 clusters Score -1907494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1907554.625000 Penalty: 4807.642578
	Iteration 25Q: 3 clusters Score -1907555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1907596.625000 Penalty: 4807.642578
	Iteration 26Q: 3 clusters Score -1907597 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1907631.250000 Penalty: 4807.642578
	Iteration 27Q: 3 clusters Score -1907631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1907659.250000 Penalty: 4807.642578
	Iteration 28Q: 3 clusters Score -1907659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1907684.625000 Penalty: 4807.642578
	Iteration 29Q: 3 clusters Score -1907685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1907700.500000 Penalty: 4807.642578
	Iteration 30Q: 3 clusters Score -1907700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1907704.750000 Penalty: 4807.642578
	Iteration 31Q: 3 clusters Score -1907705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1907720.000000 Penalty: 4807.642578
	Iteration 32Q: 3 clusters Score -1907720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1907719.750000 Penalty: 4807.642578
	Iteration 33Q: 3 clusters Score -1907720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1907724.500000 Penalty: 4807.642578
	Iteration 34Q: 3 clusters Score -1907724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1907729.875000 Penalty: 4807.642578
	Iteration 35Q: 3 clusters Score -1907730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1907732.875000 Penalty: 4807.642578
	Iteration 36Q: 3 clusters Score -1907733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1907739.625000 Penalty: 4807.642578
	Iteration 37Q: 3 clusters Score -1907740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1907738.375000 Penalty: 4807.642578
	Iteration 38Q: 3 clusters Score -1907738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1907741.500000 Penalty: 4807.642578
	Iteration 39Q: 3 clusters Score -1907742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1907745.500000 Penalty: 4807.642578
	Iteration 40F: 3 clusters Score -1907746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1907749.625000 Penalty: 4807.642578
	Iteration 41Q: 3 clusters Score -1907750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1907754.000000 Penalty: 4807.642578
	Iteration 42Q: 3 clusters Score -1907754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1907755.000000 Penalty: 4807.642578
	Iteration 43Q: 3 clusters Score -1907755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1907756.250000 Penalty: 4807.642578
	Iteration 44Q: 3 clusters Score -1907756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1907760.625000 Penalty: 4807.642578
	Iteration 45Q: 3 clusters Score -1907761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1907764.625000 Penalty: 4807.642578
	Iteration 46Q: 3 clusters Score -1907765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1907767.250000 Penalty: 4807.642578
	Iteration 47Q: 3 clusters Score -1907767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1907768.875000 Penalty: 4807.642578
	Iteration 48Q: 3 clusters Score -1907769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1907771.250000 Penalty: 4807.642578
	Iteration 49Q: 3 clusters Score -1907771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1907773.250000 Penalty: 4807.642578
	Iteration 50Q: 3 clusters Score -1907773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1907776.250000 Penalty: 4807.642578
	Iteration 51Q: 3 clusters Score -1907776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1907785.625000 Penalty: 4807.642578
	Iteration 52Q: 3 clusters Score -1907786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1907788.250000 Penalty: 4807.642578
	Iteration 53Q: 3 clusters Score -1907788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1907787.625000 Penalty: 4807.642578
	Iteration 54Q: 3 clusters Score -1907788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1907792.125000 Penalty: 4807.642578
	Iteration 55Q: 3 clusters Score -1907792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1907792.875000 Penalty: 4807.642578
	Iteration 56Q: 3 clusters Score -1907793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1907793.625000 Penalty: 4807.642578
	Iteration 57Q: 3 clusters Score -1907794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1907792.375000 Penalty: 4807.642578
	Iteration 58Q: 3 clusters Score -1907792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1907793.500000 Penalty: 4807.642578
	Iteration 59Q: 3 clusters Score -1907794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1907794.125000 Penalty: 4807.642578
	Iteration 60F: 3 clusters Score -1907794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1907793.750000 Penalty: 4807.642578
	Iteration 61Q: 3 clusters Score -1907794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1907793.875000 Penalty: 4807.642578
	Iteration 62Q: 3 clusters Score -1907794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1907794.375000 Penalty: 4807.642578
	Iteration 63Q: 3 clusters Score -1907794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1907795.875000 Penalty: 4807.642578
	Iteration 64Q: 3 clusters Score -1907796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1907792.500000 Penalty: 4807.642578
	Iteration 65Q: 3 clusters Score -1907792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1907798.500000 Penalty: 4807.642578
	Iteration 66Q: 3 clusters Score -1907798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1907796.875000 Penalty: 4807.642578
	Iteration 67Q: 3 clusters Score -1907797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1907796.500000 Penalty: 4807.642578
	Iteration 68Q: 3 clusters Score -1907796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1907796.500000 Penalty: 4807.642578
	Iteration 69F: 3 clusters Score -1907796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Entering Unmasked Estep 
Score: -1661492.125000 Penalty: 2377.965820
	Iteration 0F: 2 clusters Score -1661492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1650872.875000 Penalty: 4755.931641
	Iteration 0F: 3 clusters Score -1650873 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1654760.375000 Penalty: 4755.931641
	Iteration 1F: 3 clusters Score -1654760 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1655728.125000 Penalty: 4755.931641
	Iteration 2F: 3 clusters Score -1655728 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1656872.125000 Penalty: 4755.931641
	Iteration 3F: 3 clusters Score -1656872 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1658050.125000 Penalty: 4755.931641
	Iteration 4F: 3 clusters Score -1658050 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1659082.750000 Penalty: 4755.931641
	Iteration 5F: 3 clusters Score -1659083 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1659730.375000 Penalty: 4755.931641
	Iteration 6F: 3 clusters Score -1659730 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1660042.125000 Penalty: 4755.931641
	Iteration 7Q: 3 clusters Score -1660042 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1660179.750000 Penalty: 4755.931641
	Iteration 8Q: 3 clusters Score -1660180 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1660240.375000 Penalty: 4755.931641
	Iteration 9Q: 3 clusters Score -1660240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1660274.500000 Penalty: 4755.931641
	Iteration 10Q: 3 clusters Score -1660274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1660292.250000 Penalty: 4755.931641
	Iteration 11Q: 3 clusters Score -1660292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1660302.500000 Penalty: 4755.931641
	Iteration 12Q: 3 clusters Score -1660302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1660313.125000 Penalty: 4755.931641
	Iteration 13Q: 3 clusters Score -1660313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1660311.625000 Penalty: 4755.931641
	Iteration 14Q: 3 clusters Score -1660312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1660306.250000 Penalty: 4755.931641
	Iteration 15Q: 3 clusters Score -1660306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1660313.625000 Penalty: 4755.931641
	Iteration 16Q: 3 clusters Score -1660314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1660316.000000 Penalty: 4755.931641
	Iteration 17Q: 3 clusters Score -1660316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1660319.625000 Penalty: 4755.931641
	Iteration 18Q: 3 clusters Score -1660320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1660320.250000 Penalty: 4755.931641
	Iteration 19Q: 3 clusters Score -1660320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1660321.375000 Penalty: 4755.931641
	Iteration 20F: 3 clusters Score -1660321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1660318.500000 Penalty: 4755.931641
	Iteration 21Q: 3 clusters Score -1660318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1660319.375000 Penalty: 4755.931641
	Iteration 22Q: 3 clusters Score -1660319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1660320.750000 Penalty: 4755.931641
	Iteration 23Q: 3 clusters Score -1660321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1660323.000000 Penalty: 4755.931641
	Iteration 24Q: 3 clusters Score -1660323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1660319.875000 Penalty: 4755.931641
	Iteration 25Q: 3 clusters Score -1660320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1660321.375000 Penalty: 4755.931641
	Iteration 26Q: 3 clusters Score -1660321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1660320.625000 Penalty: 4755.931641
	Iteration 27Q: 3 clusters Score -1660321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1660319.125000 Penalty: 4755.931641
	Iteration 28Q: 3 clusters Score -1660319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1660317.500000 Penalty: 4755.931641
	Iteration 29Q: 3 clusters Score -1660318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1660319.000000 Penalty: 4755.931641
	Iteration 30Q: 3 clusters Score -1660319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1660319.000000 Penalty: 4755.931641
	Iteration 31F: 3 clusters Score -1660319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Entering Unmasked Estep 
Score: -2535336.000000 Penalty: 2488.244385
	Iteration 0F: 2 clusters Score -2535336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2519451.250000 Penalty: 4976.488770
	Iteration 0F: 3 clusters Score -2519451 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2525002.750000 Penalty: 4976.488770
	Iteration 1F: 3 clusters Score -2525003 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2525718.000000 Penalty: 4976.488770
	Iteration 2F: 3 clusters Score -2525718 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2526461.250000 Penalty: 4976.488770
	Iteration 3F: 3 clusters Score -2526461 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2527310.500000 Penalty: 4976.488770
	Iteration 4F: 3 clusters Score -2527310 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2528143.250000 Penalty: 4976.488770
	Iteration 5F: 3 clusters Score -2528143 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2528970.000000 Penalty: 4976.488770
	Iteration 6F: 3 clusters Score -2528970 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2529771.250000 Penalty: 4976.488770
	Iteration 7F: 3 clusters Score -2529771 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2530444.500000 Penalty: 4976.488770
	Iteration 8Q: 3 clusters Score -2530444 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2531057.750000 Penalty: 4976.488770
	Iteration 9Q: 3 clusters Score -2531058 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2531572.250000 Penalty: 4976.488770
	Iteration 10Q: 3 clusters Score -2531572 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2531938.750000 Penalty: 4976.488770
	Iteration 11Q: 3 clusters Score -2531939 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2532211.500000 Penalty: 4976.488770
	Iteration 12Q: 3 clusters Score -2532212 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2532413.000000 Penalty: 4976.488770
	Iteration 13Q: 3 clusters Score -2532413 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2532592.500000 Penalty: 4976.488770
	Iteration 14Q: 3 clusters Score -2532592 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2532729.000000 Penalty: 4976.488770
	Iteration 15Q: 3 clusters Score -2532729 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2532830.500000 Penalty: 4976.488770
	Iteration 16Q: 3 clusters Score -2532830 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2532892.000000 Penalty: 4976.488770
	Iteration 17Q: 3 clusters Score -2532892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2532966.250000 Penalty: 4976.488770
	Iteration 18Q: 3 clusters Score -2532966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2532999.750000 Penalty: 4976.488770
	Iteration 19Q: 3 clusters Score -2533000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2533033.000000 Penalty: 4976.488770
	Iteration 20F: 3 clusters Score -2533033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2533063.750000 Penalty: 4976.488770
	Iteration 21Q: 3 clusters Score -2533064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2533083.250000 Penalty: 4976.488770
	Iteration 22Q: 3 clusters Score -2533083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2533112.000000 Penalty: 4976.488770
	Iteration 23Q: 3 clusters Score -2533112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2533154.000000 Penalty: 4976.488770
	Iteration 24Q: 3 clusters Score -2533154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2533192.000000 Penalty: 4976.488770
	Iteration 25Q: 3 clusters Score -2533192 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2533222.250000 Penalty: 4976.488770
	Iteration 26Q: 3 clusters Score -2533222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2533233.500000 Penalty: 4976.488770
	Iteration 27Q: 3 clusters Score -2533234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2533259.250000 Penalty: 4976.488770
	Iteration 28Q: 3 clusters Score -2533259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2533262.750000 Penalty: 4976.488770
	Iteration 29Q: 3 clusters Score -2533263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2533280.250000 Penalty: 4976.488770
	Iteration 30Q: 3 clusters Score -2533280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2533285.000000 Penalty: 4976.488770
	Iteration 31Q: 3 clusters Score -2533285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2533309.500000 Penalty: 4976.488770
	Iteration 32Q: 3 clusters Score -2533310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2533317.250000 Penalty: 4976.488770
	Iteration 33Q: 3 clusters Score -2533317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2533334.250000 Penalty: 4976.488770
	Iteration 34Q: 3 clusters Score -2533334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2533331.250000 Penalty: 4976.488770
	Iteration 35Q: 3 clusters Score -2533331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2533334.750000 Penalty: 4976.488770
	Iteration 36Q: 3 clusters Score -2533335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2533337.750000 Penalty: 4976.488770
	Iteration 37Q: 3 clusters Score -2533338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2533353.750000 Penalty: 4976.488770
	Iteration 38Q: 3 clusters Score -2533354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2533364.750000 Penalty: 4976.488770
	Iteration 39Q: 3 clusters Score -2533365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2533377.500000 Penalty: 4976.488770
	Iteration 40F: 3 clusters Score -2533378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2533387.000000 Penalty: 4976.488770
	Iteration 41Q: 3 clusters Score -2533387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2533397.000000 Penalty: 4976.488770
	Iteration 42Q: 3 clusters Score -2533397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2533403.250000 Penalty: 4976.488770
	Iteration 43Q: 3 clusters Score -2533403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2533411.250000 Penalty: 4976.488770
	Iteration 44Q: 3 clusters Score -2533411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2533421.250000 Penalty: 4976.488770
	Iteration 45Q: 3 clusters Score -2533421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2533428.500000 Penalty: 4976.488770
	Iteration 46Q: 3 clusters Score -2533428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2533433.750000 Penalty: 4976.488770
	Iteration 47Q: 3 clusters Score -2533434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2533441.000000 Penalty: 4976.488770
	Iteration 48Q: 3 clusters Score -2533441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2533436.250000 Penalty: 4976.488770
	Iteration 49Q: 3 clusters Score -2533436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2533442.500000 Penalty: 4976.488770
	Iteration 50Q: 3 clusters Score -2533442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2533444.750000 Penalty: 4976.488770
	Iteration 51Q: 3 clusters Score -2533445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2533445.500000 Penalty: 4976.488770
	Iteration 52Q: 3 clusters Score -2533446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2533452.000000 Penalty: 4976.488770
	Iteration 53Q: 3 clusters Score -2533452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2533456.750000 Penalty: 4976.488770
	Iteration 54Q: 3 clusters Score -2533457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2533458.250000 Penalty: 4976.488770
	Iteration 55Q: 3 clusters Score -2533458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2533463.750000 Penalty: 4976.488770
	Iteration 56Q: 3 clusters Score -2533464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2533461.500000 Penalty: 4976.488770
	Iteration 57Q: 3 clusters Score -2533462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2533463.250000 Penalty: 4976.488770
	Iteration 58Q: 3 clusters Score -2533463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2533468.250000 Penalty: 4976.488770
	Iteration 59Q: 3 clusters Score -2533468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2533470.250000 Penalty: 4976.488770
	Iteration 60F: 3 clusters Score -2533470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2533468.000000 Penalty: 4976.488770
	Iteration 61Q: 3 clusters Score -2533468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2533474.250000 Penalty: 4976.488770
	Iteration 62Q: 3 clusters Score -2533474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2533479.500000 Penalty: 4976.488770
	Iteration 63Q: 3 clusters Score -2533480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2533483.000000 Penalty: 4976.488770
	Iteration 64Q: 3 clusters Score -2533483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2533481.750000 Penalty: 4976.488770
	Iteration 65Q: 3 clusters Score -2533482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2533483.250000 Penalty: 4976.488770
	Iteration 66Q: 3 clusters Score -2533483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2533479.750000 Penalty: 4976.488770
	Iteration 67Q: 3 clusters Score -2533480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2533482.250000 Penalty: 4976.488770
	Iteration 68Q: 3 clusters Score -2533482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2533483.250000 Penalty: 4976.488770
	Iteration 69Q: 3 clusters Score -2533483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2533484.500000 Penalty: 4976.488770
	Iteration 70Q: 3 clusters Score -2533484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2533486.250000 Penalty: 4976.488770
	Iteration 71Q: 3 clusters Score -2533486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2533486.000000 Penalty: 4976.488770
	Iteration 72Q: 3 clusters Score -2533486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2533488.250000 Penalty: 4976.488770
	Iteration 73Q: 3 clusters Score -2533488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2533487.750000 Penalty: 4976.488770
	Iteration 74Q: 3 clusters Score -2533488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2533488.750000 Penalty: 4976.488770
	Iteration 75Q: 3 clusters Score -2533489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2533488.750000 Penalty: 4976.488770
	Iteration 76F: 3 clusters Score -2533489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117262 members 
Entering Unmasked Estep 
Score: -14022489.000000 Penalty: 2894.697021
	Iteration 0F: 2 clusters Score -1.402249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -13944311.000000 Penalty: 5789.394043
	Iteration 0F: 3 clusters Score -1.394431e+07 nChanged 55603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -13976194.000000 Penalty: 5789.394043
	Iteration 1F: 3 clusters Score -1.397619e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -13976961.000000 Penalty: 5789.394043
	Iteration 2Q: 3 clusters Score -1.397696e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -13977721.000000 Penalty: 5789.394043
	Iteration 3Q: 3 clusters Score -1.397772e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -13978719.000000 Penalty: 5789.394043
	Iteration 4Q: 3 clusters Score -1.397872e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -13979827.000000 Penalty: 5789.394043
	Iteration 5Q: 3 clusters Score -1.397983e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -13980961.000000 Penalty: 5789.394043
	Iteration 6Q: 3 clusters Score -1.398096e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -13982623.000000 Penalty: 5789.394043
	Iteration 7Q: 3 clusters Score -1.398262e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -13984715.000000 Penalty: 5789.394043
	Iteration 8Q: 3 clusters Score -1.398472e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -13987387.000000 Penalty: 5789.394043
	Iteration 9Q: 3 clusters Score -1.398739e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -13991539.000000 Penalty: 5789.394043
	Iteration 10F: 3 clusters Score -1.399154e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -13996517.000000 Penalty: 5789.394043
	Iteration 11F: 3 clusters Score -1.399652e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -14001358.000000 Penalty: 5789.394043
	Iteration 12F: 3 clusters Score -1.400136e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -14005758.000000 Penalty: 5789.394043
	Iteration 13F: 3 clusters Score -1.400576e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -14008774.000000 Penalty: 5789.394043
	Iteration 14Q: 3 clusters Score -1.400877e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -14010761.000000 Penalty: 5789.394043
	Iteration 15Q: 3 clusters Score -1.401076e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -14012891.000000 Penalty: 5789.394043
	Iteration 16Q: 3 clusters Score -1.401289e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -14015035.000000 Penalty: 5789.394043
	Iteration 17Q: 3 clusters Score -1.401504e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -14017128.000000 Penalty: 5789.394043
	Iteration 18Q: 3 clusters Score -1.401713e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -14018750.000000 Penalty: 5789.394043
	Iteration 19Q: 3 clusters Score -1.401875e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -14019761.000000 Penalty: 5789.394043
	Iteration 20F: 3 clusters Score -1.401976e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -14020569.000000 Penalty: 5789.394043
	Iteration 21Q: 3 clusters Score -1.402057e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -14020995.000000 Penalty: 5789.394043
	Iteration 22Q: 3 clusters Score -1.4021e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -14021229.000000 Penalty: 5789.394043
	Iteration 23Q: 3 clusters Score -1.402123e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -14021448.000000 Penalty: 5789.394043
	Iteration 24Q: 3 clusters Score -1.402145e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -14021522.000000 Penalty: 5789.394043
	Iteration 25Q: 3 clusters Score -1.402152e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -14021602.000000 Penalty: 5789.394043
	Iteration 26Q: 3 clusters Score -1.40216e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -14021634.000000 Penalty: 5789.394043
	Iteration 27Q: 3 clusters Score -1.402163e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -14021718.000000 Penalty: 5789.394043
	Iteration 28Q: 3 clusters Score -1.402172e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -14021743.000000 Penalty: 5789.394043
	Iteration 29Q: 3 clusters Score -1.402174e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -14021765.000000 Penalty: 5789.394043
	Iteration 30Q: 3 clusters Score -1.402176e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -14021791.000000 Penalty: 5789.394043
	Iteration 31Q: 3 clusters Score -1.402179e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -14021783.000000 Penalty: 5789.394043
	Iteration 32Q: 3 clusters Score -1.402178e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -14021774.000000 Penalty: 5789.394043
	Iteration 33Q: 3 clusters Score -1.402177e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -14021775.000000 Penalty: 5789.394043
	Iteration 34Q: 3 clusters Score -1.402178e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -14021755.000000 Penalty: 5789.394043
	Iteration 35Q: 3 clusters Score -1.402176e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -14021785.000000 Penalty: 5789.394043
	Iteration 36Q: 3 clusters Score -1.402178e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -14021779.000000 Penalty: 5789.394043
	Iteration 37Q: 3 clusters Score -1.402178e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -14021786.000000 Penalty: 5789.394043
	Iteration 38Q: 3 clusters Score -1.402179e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -14021775.000000 Penalty: 5789.394043
	Iteration 39Q: 3 clusters Score -1.402178e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -14021807.000000 Penalty: 5789.394043
	Iteration 40F: 3 clusters Score -1.402181e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -14021792.000000 Penalty: 5789.394043
	Iteration 41Q: 3 clusters Score -1.402179e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -14021806.000000 Penalty: 5789.394043
	Iteration 42Q: 3 clusters Score -1.402181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -14021821.000000 Penalty: 5789.394043
	Iteration 43Q: 3 clusters Score -1.402182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -14021827.000000 Penalty: 5789.394043
	Iteration 44Q: 3 clusters Score -1.402183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -14021838.000000 Penalty: 5789.394043
	Iteration 45Q: 3 clusters Score -1.402184e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -14021828.000000 Penalty: 5789.394043
	Iteration 46Q: 3 clusters Score -1.402183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -14021841.000000 Penalty: 5789.394043
	Iteration 47Q: 3 clusters Score -1.402184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -14021840.000000 Penalty: 5789.394043
	Iteration 48Q: 3 clusters Score -1.402184e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -14021853.000000 Penalty: 5789.394043
	Iteration 49Q: 3 clusters Score -1.402185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -14021861.000000 Penalty: 5789.394043
	Iteration 50Q: 3 clusters Score -1.402186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -14021839.000000 Penalty: 5789.394043
	Iteration 51Q: 3 clusters Score -1.402184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -14021844.000000 Penalty: 5789.394043
	Iteration 52Q: 3 clusters Score -1.402184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88251 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -14021845.000000 Penalty: 5789.394043
	Iteration 53Q: 3 clusters Score -1.402184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -14021846.000000 Penalty: 5789.394043
	Iteration 54Q: 3 clusters Score -1.402185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -14021834.000000 Penalty: 5789.394043
	Iteration 55Q: 3 clusters Score -1.402183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -14021858.000000 Penalty: 5789.394043
	Iteration 56Q: 3 clusters Score -1.402186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -14021842.000000 Penalty: 5789.394043
	Iteration 57Q: 3 clusters Score -1.402184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -14021850.000000 Penalty: 5789.394043
	Iteration 58Q: 3 clusters Score -1.402185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -14021858.000000 Penalty: 5789.394043
	Iteration 59Q: 3 clusters Score -1.402186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -14021858.000000 Penalty: 5789.394043
	Iteration 60F: 3 clusters Score -1.402186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -14021858.000000 Penalty: 5789.394043
	Iteration 61Q: 3 clusters Score -1.402186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -14021853.000000 Penalty: 5789.394043
	Iteration 62Q: 3 clusters Score -1.402185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -14021855.000000 Penalty: 5789.394043
	Iteration 63Q: 3 clusters Score -1.402186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -14021855.000000 Penalty: 5789.394043
	Iteration 64Q: 3 clusters Score -1.402186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -14021853.000000 Penalty: 5789.394043
	Iteration 65Q: 3 clusters Score -1.402185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -14021850.000000 Penalty: 5789.394043
	Iteration 66Q: 3 clusters Score -1.402185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -14021849.000000 Penalty: 5789.394043
	Iteration 67Q: 3 clusters Score -1.402185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -14021847.000000 Penalty: 5789.394043
	Iteration 68Q: 3 clusters Score -1.402185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -14021847.000000 Penalty: 5789.394043
	Iteration 69F: 3 clusters Score -1.402185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -289677.000000 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -289677 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 1374 members 
Entering Unmasked Estep 
Score: -286582.062500 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -286582.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -287194.968750 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -287195 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -287413.500000 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -287413.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -287591.500000 Penalty: 3923.834961
	Iteration 3F: 3 clusters Score -287591.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287787.906250 Penalty: 3923.834961
	Iteration 4F: 3 clusters Score -287787.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -288089.906250 Penalty: 3923.834961
	Iteration 5F: 3 clusters Score -288089.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -288450.375000 Penalty: 3923.834961
	Iteration 6F: 3 clusters Score -288450.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -288745.312500 Penalty: 3923.834961
	Iteration 7F: 3 clusters Score -288745.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -288947.250000 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -288947.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -289039.937500 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -289039.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -289106.406250 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -289106.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -289143.718750 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -289143.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -289171.562500 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -289171.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -289191.062500 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -289191.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -289206.250000 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -289206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -289215.687500 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -289215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -289220.468750 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -289220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -289223.343750 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -289223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -289227.031250 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -289227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -289227.031250 Penalty: 3923.834961
	Iteration 19F: 3 clusters Score -289227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Entering Unmasked Estep 
Score: -8604214.000000 Penalty: 2769.726074
	Iteration 0F: 2 clusters Score -8604214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -8556722.000000 Penalty: 5539.452148
	Iteration 0F: 3 clusters Score -8556722 nChanged 33169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -8575125.000000 Penalty: 5539.452148
	Iteration 1F: 3 clusters Score -8575125 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -8575710.000000 Penalty: 5539.452148
	Iteration 2Q: 3 clusters Score -8575710 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -8576379.000000 Penalty: 5539.452148
	Iteration 3Q: 3 clusters Score -8576379 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -8577487.000000 Penalty: 5539.452148
	Iteration 4Q: 3 clusters Score -8577487 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -8579233.000000 Penalty: 5539.452148
	Iteration 5F: 3 clusters Score -8579233 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -8582027.000000 Penalty: 5539.452148
	Iteration 6F: 3 clusters Score -8582027 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -8586288.000000 Penalty: 5539.452148
	Iteration 7F: 3 clusters Score -8586288 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8591611.000000 Penalty: 5539.452148
	Iteration 8F: 3 clusters Score -8591611 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8596268.000000 Penalty: 5539.452148
	Iteration 9F: 3 clusters Score -8596268 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -8599186.000000 Penalty: 5539.452148
	Iteration 10Q: 3 clusters Score -8599186 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8600622.000000 Penalty: 5539.452148
	Iteration 11Q: 3 clusters Score -8600622 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8601192.000000 Penalty: 5539.452148
	Iteration 12Q: 3 clusters Score -8601192 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8601477.000000 Penalty: 5539.452148
	Iteration 13Q: 3 clusters Score -8601477 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8601617.000000 Penalty: 5539.452148
	Iteration 14Q: 3 clusters Score -8601617 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8601696.000000 Penalty: 5539.452148
	Iteration 15Q: 3 clusters Score -8601696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8601742.000000 Penalty: 5539.452148
	Iteration 16Q: 3 clusters Score -8601742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8601793.000000 Penalty: 5539.452148
	Iteration 17Q: 3 clusters Score -8601793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8601813.000000 Penalty: 5539.452148
	Iteration 18Q: 3 clusters Score -8601813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8601846.000000 Penalty: 5539.452148
	Iteration 19Q: 3 clusters Score -8601846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8601856.000000 Penalty: 5539.452148
	Iteration 20F: 3 clusters Score -8601856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8601876.000000 Penalty: 5539.452148
	Iteration 21Q: 3 clusters Score -8601876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8601879.000000 Penalty: 5539.452148
	Iteration 22Q: 3 clusters Score -8601879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8601882.000000 Penalty: 5539.452148
	Iteration 23Q: 3 clusters Score -8601882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8601888.000000 Penalty: 5539.452148
	Iteration 24Q: 3 clusters Score -8601888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8601895.000000 Penalty: 5539.452148
	Iteration 25Q: 3 clusters Score -8601895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8601900.000000 Penalty: 5539.452148
	Iteration 26Q: 3 clusters Score -8601900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8601907.000000 Penalty: 5539.452148
	Iteration 27Q: 3 clusters Score -8601907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8601902.000000 Penalty: 5539.452148
	Iteration 28Q: 3 clusters Score -8601902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8601902.000000 Penalty: 5539.452148
	Iteration 29Q: 3 clusters Score -8601902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8601907.000000 Penalty: 5539.452148
	Iteration 30Q: 3 clusters Score -8601907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8601907.000000 Penalty: 5539.452148
	Iteration 31Q: 3 clusters Score -8601907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8601907.000000 Penalty: 5539.452148
	Iteration 32F: 3 clusters Score -8601907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Entering Unmasked Estep 
Score: -1889347.625000 Penalty: 2409.765625
	Iteration 0F: 2 clusters Score -1889348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1877444.000000 Penalty: 4819.531250
	Iteration 0F: 3 clusters Score -1877444 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1881435.750000 Penalty: 4819.531250
	Iteration 1F: 3 clusters Score -1881436 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1881877.625000 Penalty: 4819.531250
	Iteration 2F: 3 clusters Score -1881878 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1882275.125000 Penalty: 4819.531250
	Iteration 3F: 3 clusters Score -1882275 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1882617.375000 Penalty: 4819.531250
	Iteration 4Q: 3 clusters Score -1882617 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1882926.625000 Penalty: 4819.531250
	Iteration 5Q: 3 clusters Score -1882927 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1883251.875000 Penalty: 4819.531250
	Iteration 6Q: 3 clusters Score -1883252 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1883545.375000 Penalty: 4819.531250
	Iteration 7Q: 3 clusters Score -1883545 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1883885.500000 Penalty: 4819.531250
	Iteration 8Q: 3 clusters Score -1883886 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1884233.625000 Penalty: 4819.531250
	Iteration 9Q: 3 clusters Score -1884234 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1884623.250000 Penalty: 4819.531250
	Iteration 10Q: 3 clusters Score -1884623 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1885021.500000 Penalty: 4819.531250
	Iteration 11Q: 3 clusters Score -1885022 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1885344.750000 Penalty: 4819.531250
	Iteration 12Q: 3 clusters Score -1885345 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1885619.750000 Penalty: 4819.531250
	Iteration 13Q: 3 clusters Score -1885620 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1885868.250000 Penalty: 4819.531250
	Iteration 14Q: 3 clusters Score -1885868 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1886109.500000 Penalty: 4819.531250
	Iteration 15Q: 3 clusters Score -1886110 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1886301.000000 Penalty: 4819.531250
	Iteration 16Q: 3 clusters Score -1886301 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1886464.125000 Penalty: 4819.531250
	Iteration 17Q: 3 clusters Score -1886464 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1886643.000000 Penalty: 4819.531250
	Iteration 18Q: 3 clusters Score -1886643 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1886778.500000 Penalty: 4819.531250
	Iteration 19Q: 3 clusters Score -1886778 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1886898.000000 Penalty: 4819.531250
	Iteration 20F: 3 clusters Score -1886898 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1886988.375000 Penalty: 4819.531250
	Iteration 21Q: 3 clusters Score -1886988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1887049.500000 Penalty: 4819.531250
	Iteration 22Q: 3 clusters Score -1887050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1887091.750000 Penalty: 4819.531250
	Iteration 23Q: 3 clusters Score -1887092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1887134.125000 Penalty: 4819.531250
	Iteration 24Q: 3 clusters Score -1887134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1887159.750000 Penalty: 4819.531250
	Iteration 25Q: 3 clusters Score -1887160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1887186.250000 Penalty: 4819.531250
	Iteration 26Q: 3 clusters Score -1887186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1887208.875000 Penalty: 4819.531250
	Iteration 27Q: 3 clusters Score -1887209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1887230.875000 Penalty: 4819.531250
	Iteration 28Q: 3 clusters Score -1887231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1887260.375000 Penalty: 4819.531250
	Iteration 29Q: 3 clusters Score -1887260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1887284.250000 Penalty: 4819.531250
	Iteration 30Q: 3 clusters Score -1887284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1887298.375000 Penalty: 4819.531250
	Iteration 31Q: 3 clusters Score -1887298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1887315.500000 Penalty: 4819.531250
	Iteration 32Q: 3 clusters Score -1887316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1887323.500000 Penalty: 4819.531250
	Iteration 33Q: 3 clusters Score -1887324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1887332.000000 Penalty: 4819.531250
	Iteration 34Q: 3 clusters Score -1887332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1887343.750000 Penalty: 4819.531250
	Iteration 35Q: 3 clusters Score -1887344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1887352.000000 Penalty: 4819.531250
	Iteration 36Q: 3 clusters Score -1887352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1887359.500000 Penalty: 4819.531250
	Iteration 37Q: 3 clusters Score -1887360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1887369.375000 Penalty: 4819.531250
	Iteration 38Q: 3 clusters Score -1887369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1887380.250000 Penalty: 4819.531250
	Iteration 39Q: 3 clusters Score -1887380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1887386.625000 Penalty: 4819.531250
	Iteration 40F: 3 clusters Score -1887387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1887393.875000 Penalty: 4819.531250
	Iteration 41Q: 3 clusters Score -1887394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1887405.250000 Penalty: 4819.531250
	Iteration 42Q: 3 clusters Score -1887405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1887412.125000 Penalty: 4819.531250
	Iteration 43Q: 3 clusters Score -1887412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1887420.375000 Penalty: 4819.531250
	Iteration 44Q: 3 clusters Score -1887420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1887431.500000 Penalty: 4819.531250
	Iteration 45Q: 3 clusters Score -1887432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1887435.250000 Penalty: 4819.531250
	Iteration 46Q: 3 clusters Score -1887435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1887445.625000 Penalty: 4819.531250
	Iteration 47Q: 3 clusters Score -1887446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1887451.625000 Penalty: 4819.531250
	Iteration 48Q: 3 clusters Score -1887452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1887452.625000 Penalty: 4819.531250
	Iteration 49Q: 3 clusters Score -1887453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1887460.375000 Penalty: 4819.531250
	Iteration 50Q: 3 clusters Score -1887460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1887460.875000 Penalty: 4819.531250
	Iteration 51Q: 3 clusters Score -1887461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1887464.125000 Penalty: 4819.531250
	Iteration 52Q: 3 clusters Score -1887464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1887466.000000 Penalty: 4819.531250
	Iteration 53Q: 3 clusters Score -1887466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1887466.000000 Penalty: 4819.531250
	Iteration 54F: 3 clusters Score -1887466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -134196.671875 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -134196.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132116.140625 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -132116.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132515.000000 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -132515 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132709.765625 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -132709.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132882.359375 Penalty: 3533.741211
	Iteration 3F: 3 clusters Score -132882.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133049.843750 Penalty: 3533.741211
	Iteration 4F: 3 clusters Score -133049.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133237.078125 Penalty: 3533.741211
	Iteration 5F: 3 clusters Score -133237.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133374.953125 Penalty: 3533.741211
	Iteration 6F: 3 clusters Score -133375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133492.328125 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -133492.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133594.187500 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -133594.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133675.687500 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -133675.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133788.953125 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -133789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133924.156250 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -133924.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133994.078125 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -133994.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134047.812500 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -134047.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134084.734375 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -134084.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134138.921875 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -134138.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134221.296875 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -134221.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -134350.687500 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -134350.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134386.906250 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -134386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134387.796875 Penalty: 3533.741211
	Iteration 19Q: 3 clusters Score -134387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134387.796875 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -134387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 109938 members 
Mstep: Class 3 contains 21200 members 
Mstep: Class 4 contains 24699 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14597 members 
Mstep: Class 7 contains 22771 members 
Mstep: Class 8 contains 117262 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16594 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 60667 members 
Mstep: Class 14 contains 161056 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237553 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164246 members 
Mstep: Class 21 contains 169663 members 
Mstep: Class 22 contains 96205 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172253 members 
Mstep: Class 26 contains 16383 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82274 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 10369 members 
Mstep: Class 34 contains 589 members 
Entering Unmasked Estep 
Score: -205572864.000000 Penalty: 121378.507812
Splitting cluster 12 changes total score from -205574448.000000 to -205572864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Entering Unmasked Estep 
Score: -7156458.000000 Penalty: 2731.262451
	Iteration 0F: 2 clusters Score -7156458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -7115779.000000 Penalty: 5462.524902
	Iteration 0F: 3 clusters Score -7115779 nChanged 28099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -7131869.000000 Penalty: 5462.524902
	Iteration 1F: 3 clusters Score -7131869 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -7132807.000000 Penalty: 5462.524902
	Iteration 2Q: 3 clusters Score -7132807 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -7134042.000000 Penalty: 5462.524902
	Iteration 3F: 3 clusters Score -7134042 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7135905.500000 Penalty: 5462.524902
	Iteration 4F: 3 clusters Score -7135906 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -7138428.000000 Penalty: 5462.524902
	Iteration 5F: 3 clusters Score -7138428 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -7141767.500000 Penalty: 5462.524902
	Iteration 6F: 3 clusters Score -7141768 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -7145481.000000 Penalty: 5462.524902
	Iteration 7F: 3 clusters Score -7145481 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -7149062.000000 Penalty: 5462.524902
	Iteration 8F: 3 clusters Score -7149062 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -7151623.500000 Penalty: 5462.524902
	Iteration 9Q: 3 clusters Score -7151624 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -7152984.000000 Penalty: 5462.524902
	Iteration 10Q: 3 clusters Score -7152984 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -7153635.500000 Penalty: 5462.524902
	Iteration 11Q: 3 clusters Score -7153636 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7153889.000000 Penalty: 5462.524902
	Iteration 12Q: 3 clusters Score -7153889 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -7154011.500000 Penalty: 5462.524902
	Iteration 13Q: 3 clusters Score -7154012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -7154074.500000 Penalty: 5462.524902
	Iteration 14Q: 3 clusters Score -7154074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -7154126.000000 Penalty: 5462.524902
	Iteration 15Q: 3 clusters Score -7154126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -7154156.500000 Penalty: 5462.524902
	Iteration 16Q: 3 clusters Score -7154156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -7154169.000000 Penalty: 5462.524902
	Iteration 17Q: 3 clusters Score -7154169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -7154169.000000 Penalty: 5462.524902
	Iteration 18Q: 3 clusters Score -7154169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -7154171.500000 Penalty: 5462.524902
	Iteration 19Q: 3 clusters Score -7154172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7154186.000000 Penalty: 5462.524902
	Iteration 20F: 3 clusters Score -7154186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7154177.500000 Penalty: 5462.524902
	Iteration 21Q: 3 clusters Score -7154178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7154180.000000 Penalty: 5462.524902
	Iteration 22Q: 3 clusters Score -7154180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -7154181.500000 Penalty: 5462.524902
	Iteration 23Q: 3 clusters Score -7154182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7154185.000000 Penalty: 5462.524902
	Iteration 24Q: 3 clusters Score -7154185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7154182.500000 Penalty: 5462.524902
	Iteration 25Q: 3 clusters Score -7154182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -7154185.000000 Penalty: 5462.524902
	Iteration 26Q: 3 clusters Score -7154185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -7154197.000000 Penalty: 5462.524902
	Iteration 27Q: 3 clusters Score -7154197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -7154209.500000 Penalty: 5462.524902
	Iteration 28Q: 3 clusters Score -7154210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -7154217.500000 Penalty: 5462.524902
	Iteration 29Q: 3 clusters Score -7154218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7154233.000000 Penalty: 5462.524902
	Iteration 30Q: 3 clusters Score -7154233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -7154232.500000 Penalty: 5462.524902
	Iteration 31Q: 3 clusters Score -7154232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -7154244.000000 Penalty: 5462.524902
	Iteration 32Q: 3 clusters Score -7154244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -7154252.500000 Penalty: 5462.524902
	Iteration 33Q: 3 clusters Score -7154252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7154254.000000 Penalty: 5462.524902
	Iteration 34Q: 3 clusters Score -7154254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -7154255.000000 Penalty: 5462.524902
	Iteration 35Q: 3 clusters Score -7154255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -7154261.500000 Penalty: 5462.524902
	Iteration 36Q: 3 clusters Score -7154262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -7154265.000000 Penalty: 5462.524902
	Iteration 37Q: 3 clusters Score -7154265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -7154267.500000 Penalty: 5462.524902
	Iteration 38Q: 3 clusters Score -7154268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -7154272.000000 Penalty: 5462.524902
	Iteration 39Q: 3 clusters Score -7154272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -7154273.500000 Penalty: 5462.524902
	Iteration 40F: 3 clusters Score -7154274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -7154279.500000 Penalty: 5462.524902
	Iteration 41Q: 3 clusters Score -7154280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -7154272.500000 Penalty: 5462.524902
	Iteration 42Q: 3 clusters Score -7154272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -7154279.000000 Penalty: 5462.524902
	Iteration 43Q: 3 clusters Score -7154279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -7154287.000000 Penalty: 5462.524902
	Iteration 44Q: 3 clusters Score -7154287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -7154293.500000 Penalty: 5462.524902
	Iteration 45Q: 3 clusters Score -7154294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -7154296.000000 Penalty: 5462.524902
	Iteration 46Q: 3 clusters Score -7154296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -7154296.000000 Penalty: 5462.524902
	Iteration 47Q: 3 clusters Score -7154296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -7154296.000000 Penalty: 5462.524902
	Iteration 48F: 3 clusters Score -7154296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Entering Unmasked Estep 
Score: -19207948.000000 Penalty: 2973.397949
	Iteration 0F: 2 clusters Score -1.920795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -19101948.000000 Penalty: 5946.795898
	Iteration 0F: 3 clusters Score -1.910195e+07 nChanged 76805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -19147420.000000 Penalty: 5946.795898
	Iteration 1F: 3 clusters Score -1.914742e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -19149198.000000 Penalty: 5946.795898
	Iteration 2Q: 3 clusters Score -1.91492e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 89284 members 
Entering Unmasked Estep 
Score: -19151650.000000 Penalty: 5946.795898
	Iteration 3Q: 3 clusters Score -1.915165e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -19155384.000000 Penalty: 5946.795898
	Iteration 4F: 3 clusters Score -1.915538e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -19160392.000000 Penalty: 5946.795898
	Iteration 5F: 3 clusters Score -1.916039e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 107571 members 
Entering Unmasked Estep 
Score: -19166070.000000 Penalty: 5946.795898
	Iteration 6F: 3 clusters Score -1.916607e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -19171544.000000 Penalty: 5946.795898
	Iteration 7F: 3 clusters Score -1.917154e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -19177110.000000 Penalty: 5946.795898
	Iteration 8F: 3 clusters Score -1.917711e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 132031 members 
Entering Unmasked Estep 
Score: -19182520.000000 Penalty: 5946.795898
	Iteration 9F: 3 clusters Score -1.918252e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 139990 members 
Entering Unmasked Estep 
Score: -19188248.000000 Penalty: 5946.795898
	Iteration 10Q: 3 clusters Score -1.918825e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 147175 members 
Entering Unmasked Estep 
Score: -19194122.000000 Penalty: 5946.795898
	Iteration 11Q: 3 clusters Score -1.919412e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -19199272.000000 Penalty: 5946.795898
	Iteration 12Q: 3 clusters Score -1.919927e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 157281 members 
Entering Unmasked Estep 
Score: -19202688.000000 Penalty: 5946.795898
	Iteration 13Q: 3 clusters Score -1.920269e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 159323 members 
Entering Unmasked Estep 
Score: -19204222.000000 Penalty: 5946.795898
	Iteration 14Q: 3 clusters Score -1.920422e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -19204830.000000 Penalty: 5946.795898
	Iteration 15Q: 3 clusters Score -1.920483e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 160418 members 
Entering Unmasked Estep 
Score: -19205080.000000 Penalty: 5946.795898
	Iteration 16Q: 3 clusters Score -1.920508e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 160535 members 
Entering Unmasked Estep 
Score: -19205226.000000 Penalty: 5946.795898
	Iteration 17Q: 3 clusters Score -1.920523e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -19205242.000000 Penalty: 5946.795898
	Iteration 18Q: 3 clusters Score -1.920524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 160608 members 
Entering Unmasked Estep 
Score: -19205294.000000 Penalty: 5946.795898
	Iteration 19Q: 3 clusters Score -1.920529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -19205316.000000 Penalty: 5946.795898
	Iteration 20F: 3 clusters Score -1.920532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -19205346.000000 Penalty: 5946.795898
	Iteration 21Q: 3 clusters Score -1.920535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -19205360.000000 Penalty: 5946.795898
	Iteration 22Q: 3 clusters Score -1.920536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -19205366.000000 Penalty: 5946.795898
	Iteration 23Q: 3 clusters Score -1.920537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 160662 members 
Entering Unmasked Estep 
Score: -19205378.000000 Penalty: 5946.795898
	Iteration 24Q: 3 clusters Score -1.920538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -19205406.000000 Penalty: 5946.795898
	Iteration 25Q: 3 clusters Score -1.920541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 160678 members 
Entering Unmasked Estep 
Score: -19205410.000000 Penalty: 5946.795898
	Iteration 26Q: 3 clusters Score -1.920541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160688 members 
Entering Unmasked Estep 
Score: -19205422.000000 Penalty: 5946.795898
	Iteration 27Q: 3 clusters Score -1.920542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 160696 members 
Entering Unmasked Estep 
Score: -19205420.000000 Penalty: 5946.795898
	Iteration 28Q: 3 clusters Score -1.920542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160703 members 
Entering Unmasked Estep 
Score: -19205446.000000 Penalty: 5946.795898
	Iteration 29Q: 3 clusters Score -1.920545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -19205456.000000 Penalty: 5946.795898
	Iteration 30Q: 3 clusters Score -1.920546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 160710 members 
Entering Unmasked Estep 
Score: -19205444.000000 Penalty: 5946.795898
	Iteration 31Q: 3 clusters Score -1.920544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -19205456.000000 Penalty: 5946.795898
	Iteration 32Q: 3 clusters Score -1.920546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -19205472.000000 Penalty: 5946.795898
	Iteration 33Q: 3 clusters Score -1.920547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -19205474.000000 Penalty: 5946.795898
	Iteration 34Q: 3 clusters Score -1.920547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -19205484.000000 Penalty: 5946.795898
	Iteration 35Q: 3 clusters Score -1.920548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -19205484.000000 Penalty: 5946.795898
	Iteration 36F: 3 clusters Score -1.920548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36394.429688 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36394.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36542.816406 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36542.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36591.207031 Penalty: 2938.430908
	Iteration 2Q: 3 clusters Score -36591.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36693.429688 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36693.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36757.531250 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36757.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36800.714844 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -36800.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36856.207031 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -36856.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36914.183594 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -36914.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36933.167969 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -36933.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36948.113281 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -36948.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36959.925781 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -36959.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36963.750000 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -36963.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36963.750000 Penalty: 2938.430908
	Iteration 12F: 3 clusters Score -36963.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Entering Unmasked Estep 
Score: -4302193.500000 Penalty: 2603.688965
	Iteration 0F: 2 clusters Score -4302194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4277815.500000 Penalty: 5207.377930
	Iteration 0F: 3 clusters Score -4277816 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4286958.500000 Penalty: 5207.377930
	Iteration 1F: 3 clusters Score -4286958 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4287725.500000 Penalty: 5207.377930
	Iteration 2F: 3 clusters Score -4287726 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4288570.000000 Penalty: 5207.377930
	Iteration 3F: 3 clusters Score -4288570 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4289518.500000 Penalty: 5207.377930
	Iteration 4F: 3 clusters Score -4289518 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4290630.000000 Penalty: 5207.377930
	Iteration 5F: 3 clusters Score -4290630 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4291972.500000 Penalty: 5207.377930
	Iteration 6F: 3 clusters Score -4291972 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4293513.500000 Penalty: 5207.377930
	Iteration 7F: 3 clusters Score -4293514 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4295130.500000 Penalty: 5207.377930
	Iteration 8F: 3 clusters Score -4295130 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4296616.000000 Penalty: 5207.377930
	Iteration 9Q: 3 clusters Score -4296616 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4297810.500000 Penalty: 5207.377930
	Iteration 10Q: 3 clusters Score -4297810 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4298582.000000 Penalty: 5207.377930
	Iteration 11Q: 3 clusters Score -4298582 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4299055.500000 Penalty: 5207.377930
	Iteration 12Q: 3 clusters Score -4299056 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4299390.000000 Penalty: 5207.377930
	Iteration 13Q: 3 clusters Score -4299390 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4299595.000000 Penalty: 5207.377930
	Iteration 14Q: 3 clusters Score -4299595 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4299695.500000 Penalty: 5207.377930
	Iteration 15Q: 3 clusters Score -4299696 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4299771.000000 Penalty: 5207.377930
	Iteration 16Q: 3 clusters Score -4299771 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4299831.000000 Penalty: 5207.377930
	Iteration 17Q: 3 clusters Score -4299831 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4299868.000000 Penalty: 5207.377930
	Iteration 18Q: 3 clusters Score -4299868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4299893.000000 Penalty: 5207.377930
	Iteration 19Q: 3 clusters Score -4299893 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4299939.000000 Penalty: 5207.377930
	Iteration 20F: 3 clusters Score -4299939 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4299964.500000 Penalty: 5207.377930
	Iteration 21Q: 3 clusters Score -4299964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4300000.000000 Penalty: 5207.377930
	Iteration 22Q: 3 clusters Score -4300000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4300017.000000 Penalty: 5207.377930
	Iteration 23Q: 3 clusters Score -4300017 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4300022.000000 Penalty: 5207.377930
	Iteration 24Q: 3 clusters Score -4300022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4300043.500000 Penalty: 5207.377930
	Iteration 25Q: 3 clusters Score -4300044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4300050.000000 Penalty: 5207.377930
	Iteration 26Q: 3 clusters Score -4300050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4300068.000000 Penalty: 5207.377930
	Iteration 27Q: 3 clusters Score -4300068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4300089.500000 Penalty: 5207.377930
	Iteration 28Q: 3 clusters Score -4300090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4300100.500000 Penalty: 5207.377930
	Iteration 29Q: 3 clusters Score -4300100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4300109.000000 Penalty: 5207.377930
	Iteration 30Q: 3 clusters Score -4300109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4300120.000000 Penalty: 5207.377930
	Iteration 31Q: 3 clusters Score -4300120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4300129.500000 Penalty: 5207.377930
	Iteration 32Q: 3 clusters Score -4300130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4300142.500000 Penalty: 5207.377930
	Iteration 33Q: 3 clusters Score -4300142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4300147.000000 Penalty: 5207.377930
	Iteration 34Q: 3 clusters Score -4300147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4300139.000000 Penalty: 5207.377930
	Iteration 35Q: 3 clusters Score -4300139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4300153.500000 Penalty: 5207.377930
	Iteration 36Q: 3 clusters Score -4300154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4300153.000000 Penalty: 5207.377930
	Iteration 37Q: 3 clusters Score -4300153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4300155.000000 Penalty: 5207.377930
	Iteration 38Q: 3 clusters Score -4300155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4300153.500000 Penalty: 5207.377930
	Iteration 39Q: 3 clusters Score -4300154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4300161.000000 Penalty: 5207.377930
	Iteration 40F: 3 clusters Score -4300161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4300163.000000 Penalty: 5207.377930
	Iteration 41Q: 3 clusters Score -4300163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -4300168.000000 Penalty: 5207.377930
	Iteration 42Q: 3 clusters Score -4300168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -4300162.500000 Penalty: 5207.377930
	Iteration 43Q: 3 clusters Score -4300162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4300164.500000 Penalty: 5207.377930
	Iteration 44Q: 3 clusters Score -4300164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4300166.000000 Penalty: 5207.377930
	Iteration 45Q: 3 clusters Score -4300166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4300167.000000 Penalty: 5207.377930
	Iteration 46Q: 3 clusters Score -4300167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4300167.000000 Penalty: 5207.377930
	Iteration 47F: 3 clusters Score -4300167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (237553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237553 members 
Entering Unmasked Estep 
Score: -27878412.000000 Penalty: 3069.780273
	Iteration 0F: 2 clusters Score -2.787841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 118922 members 
Entering Unmasked Estep 
Score: -27719292.000000 Penalty: 6139.560547
	Iteration 0F: 3 clusters Score -2.771929e+07 nChanged 114573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -27786314.000000 Penalty: 6139.560547
	Iteration 1F: 3 clusters Score -2.778631e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Mstep: Class 2 contains 121183 members 
Entering Unmasked Estep 
Score: -27787196.000000 Penalty: 6139.560547
	Iteration 2Q: 3 clusters Score -2.77872e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -27788360.000000 Penalty: 6139.560547
	Iteration 3Q: 3 clusters Score -2.778836e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -27789644.000000 Penalty: 6139.560547
	Iteration 4Q: 3 clusters Score -2.778964e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -27791058.000000 Penalty: 6139.560547
	Iteration 5Q: 3 clusters Score -2.779106e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 133542 members 
Entering Unmasked Estep 
Score: -27793620.000000 Penalty: 6139.560547
	Iteration 6Q: 3 clusters Score -2.779362e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -27797990.000000 Penalty: 6139.560547
	Iteration 7Q: 3 clusters Score -2.779799e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -27804894.000000 Penalty: 6139.560547
	Iteration 8F: 3 clusters Score -2.780489e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -27816096.000000 Penalty: 6139.560547
	Iteration 9F: 3 clusters Score -2.78161e+07 nChanged 18819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 187398 members 
Entering Unmasked Estep 
Score: -27831456.000000 Penalty: 6139.560547
	Iteration 10F: 3 clusters Score -2.783146e+07 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 206398 members 
Entering Unmasked Estep 
Score: -27848390.000000 Penalty: 6139.560547
	Iteration 11F: 3 clusters Score -2.784839e+07 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 221440 members 
Entering Unmasked Estep 
Score: -27862312.000000 Penalty: 6139.560547
	Iteration 12F: 3 clusters Score -2.786231e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 230296 members 
Entering Unmasked Estep 
Score: -27870060.000000 Penalty: 6139.560547
	Iteration 13Q: 3 clusters Score -2.787006e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 234491 members 
Entering Unmasked Estep 
Score: -27873424.000000 Penalty: 6139.560547
	Iteration 14Q: 3 clusters Score -2.787342e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 236095 members 
Entering Unmasked Estep 
Score: -27874758.000000 Penalty: 6139.560547
	Iteration 15Q: 3 clusters Score -2.787476e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 236641 members 
Entering Unmasked Estep 
Score: -27875250.000000 Penalty: 6139.560547
	Iteration 16Q: 3 clusters Score -2.787525e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 236858 members 
Entering Unmasked Estep 
Score: -27875460.000000 Penalty: 6139.560547
	Iteration 17Q: 3 clusters Score -2.787546e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 236968 members 
Entering Unmasked Estep 
Score: -27875564.000000 Penalty: 6139.560547
	Iteration 18Q: 3 clusters Score -2.787556e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 237032 members 
Entering Unmasked Estep 
Score: -27875628.000000 Penalty: 6139.560547
	Iteration 19Q: 3 clusters Score -2.787563e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 237067 members 
Entering Unmasked Estep 
Score: -27875670.000000 Penalty: 6139.560547
	Iteration 20F: 3 clusters Score -2.787567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 237084 members 
Entering Unmasked Estep 
Score: -27875686.000000 Penalty: 6139.560547
	Iteration 21Q: 3 clusters Score -2.787569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 237091 members 
Entering Unmasked Estep 
Score: -27875694.000000 Penalty: 6139.560547
	Iteration 22Q: 3 clusters Score -2.787569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 237095 members 
Entering Unmasked Estep 
Score: -27875714.000000 Penalty: 6139.560547
	Iteration 23Q: 3 clusters Score -2.787571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 237102 members 
Entering Unmasked Estep 
Score: -27875716.000000 Penalty: 6139.560547
	Iteration 24Q: 3 clusters Score -2.787572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 237107 members 
Entering Unmasked Estep 
Score: -27875730.000000 Penalty: 6139.560547
	Iteration 25Q: 3 clusters Score -2.787573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 237111 members 
Entering Unmasked Estep 
Score: -27875732.000000 Penalty: 6139.560547
	Iteration 26Q: 3 clusters Score -2.787573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 237114 members 
Entering Unmasked Estep 
Score: -27875756.000000 Penalty: 6139.560547
	Iteration 27Q: 3 clusters Score -2.787576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237115 members 
Entering Unmasked Estep 
Score: -27875760.000000 Penalty: 6139.560547
	Iteration 28Q: 3 clusters Score -2.787576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 237116 members 
Entering Unmasked Estep 
Score: -27875770.000000 Penalty: 6139.560547
	Iteration 29Q: 3 clusters Score -2.787577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 237119 members 
Entering Unmasked Estep 
Score: -27875748.000000 Penalty: 6139.560547
	Iteration 30Q: 3 clusters Score -2.787575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 237128 members 
Entering Unmasked Estep 
Score: -27875766.000000 Penalty: 6139.560547
	Iteration 31Q: 3 clusters Score -2.787577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 237131 members 
Entering Unmasked Estep 
Score: -27875792.000000 Penalty: 6139.560547
	Iteration 32Q: 3 clusters Score -2.787579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237132 members 
Entering Unmasked Estep 
Score: -27875796.000000 Penalty: 6139.560547
	Iteration 33Q: 3 clusters Score -2.78758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 237134 members 
Entering Unmasked Estep 
Score: -27875798.000000 Penalty: 6139.560547
	Iteration 34Q: 3 clusters Score -2.78758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237132 members 
Entering Unmasked Estep 
Score: -27875784.000000 Penalty: 6139.560547
	Iteration 35Q: 3 clusters Score -2.787578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 237133 members 
Entering Unmasked Estep 
Score: -27875798.000000 Penalty: 6139.560547
	Iteration 36Q: 3 clusters Score -2.78758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 237132 members 
Entering Unmasked Estep 
Score: -27875800.000000 Penalty: 6139.560547
	Iteration 37Q: 3 clusters Score -2.78758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 237134 members 
Entering Unmasked Estep 
Score: -27875818.000000 Penalty: 6139.560547
	Iteration 38Q: 3 clusters Score -2.787582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 237136 members 
Entering Unmasked Estep 
Score: -27875824.000000 Penalty: 6139.560547
	Iteration 39Q: 3 clusters Score -2.787582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 237136 members 
Entering Unmasked Estep 
Score: -27875814.000000 Penalty: 6139.560547
	Iteration 40F: 3 clusters Score -2.787581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 237137 members 
Entering Unmasked Estep 
Score: -27875816.000000 Penalty: 6139.560547
	Iteration 41Q: 3 clusters Score -2.787582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 237136 members 
Entering Unmasked Estep 
Score: -27875822.000000 Penalty: 6139.560547
	Iteration 42Q: 3 clusters Score -2.787582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 237138 members 
Entering Unmasked Estep 
Score: -27875814.000000 Penalty: 6139.560547
	Iteration 43Q: 3 clusters Score -2.787581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 237139 members 
Entering Unmasked Estep 
Score: -27875820.000000 Penalty: 6139.560547
	Iteration 44Q: 3 clusters Score -2.787582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 237139 members 
Entering Unmasked Estep 
Score: -27875820.000000 Penalty: 6139.560547
	Iteration 45F: 3 clusters Score -2.787582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -458717.125000 Penalty: 2067.305908
	Iteration 0F: 2 clusters Score -458717.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -454836.968750 Penalty: 4134.611816
	Iteration 0F: 3 clusters Score -454837 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -456291.562500 Penalty: 4134.611816
	Iteration 1F: 3 clusters Score -456291.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -457037.500000 Penalty: 4134.611816
	Iteration 2F: 3 clusters Score -457037.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -457446.875000 Penalty: 4134.611816
	Iteration 3F: 3 clusters Score -457446.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -457701.937500 Penalty: 4134.611816
	Iteration 4F: 3 clusters Score -457701.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -457870.437500 Penalty: 4134.611816
	Iteration 5Q: 3 clusters Score -457870.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -457961.250000 Penalty: 4134.611816
	Iteration 6Q: 3 clusters Score -457961.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -458002.812500 Penalty: 4134.611816
	Iteration 7Q: 3 clusters Score -458002.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -458026.000000 Penalty: 4134.611816
	Iteration 8Q: 3 clusters Score -458026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -458040.781250 Penalty: 4134.611816
	Iteration 9Q: 3 clusters Score -458040.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -458050.500000 Penalty: 4134.611816
	Iteration 10Q: 3 clusters Score -458050.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -458057.375000 Penalty: 4134.611816
	Iteration 11Q: 3 clusters Score -458057.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -458061.000000 Penalty: 4134.611816
	Iteration 12Q: 3 clusters Score -458061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -458062.468750 Penalty: 4134.611816
	Iteration 13Q: 3 clusters Score -458062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -458063.187500 Penalty: 4134.611816
	Iteration 14Q: 3 clusters Score -458063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -458063.968750 Penalty: 4134.611816
	Iteration 15Q: 3 clusters Score -458064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -458064.531250 Penalty: 4134.611816
	Iteration 16Q: 3 clusters Score -458064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -458065.125000 Penalty: 4134.611816
	Iteration 17Q: 3 clusters Score -458065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -458064.875000 Penalty: 4134.611816
	Iteration 18Q: 3 clusters Score -458064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -458065.406250 Penalty: 4134.611816
	Iteration 19Q: 3 clusters Score -458065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -458065.406250 Penalty: 4134.611816
	Iteration 20F: 3 clusters Score -458065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Entering Unmasked Estep 
Score: -1988628.000000 Penalty: 2420.785645
	Iteration 0F: 2 clusters Score -1988628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1976285.750000 Penalty: 4841.571289
	Iteration 0F: 3 clusters Score -1976286 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1980460.875000 Penalty: 4841.571289
	Iteration 1F: 3 clusters Score -1980461 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1981038.375000 Penalty: 4841.571289
	Iteration 2F: 3 clusters Score -1981038 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1981630.750000 Penalty: 4841.571289
	Iteration 3F: 3 clusters Score -1981631 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1982224.000000 Penalty: 4841.571289
	Iteration 4F: 3 clusters Score -1982224 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1982792.125000 Penalty: 4841.571289
	Iteration 5F: 3 clusters Score -1982792 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1983261.250000 Penalty: 4841.571289
	Iteration 6F: 3 clusters Score -1983261 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1983694.000000 Penalty: 4841.571289
	Iteration 7Q: 3 clusters Score -1983694 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1984123.875000 Penalty: 4841.571289
	Iteration 8Q: 3 clusters Score -1984124 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1984630.500000 Penalty: 4841.571289
	Iteration 9Q: 3 clusters Score -1984630 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1985116.250000 Penalty: 4841.571289
	Iteration 10Q: 3 clusters Score -1985116 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1985530.500000 Penalty: 4841.571289
	Iteration 11Q: 3 clusters Score -1985530 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1985871.250000 Penalty: 4841.571289
	Iteration 12Q: 3 clusters Score -1985871 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1986113.250000 Penalty: 4841.571289
	Iteration 13Q: 3 clusters Score -1986113 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1986303.750000 Penalty: 4841.571289
	Iteration 14Q: 3 clusters Score -1986304 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1986426.000000 Penalty: 4841.571289
	Iteration 15Q: 3 clusters Score -1986426 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1986506.250000 Penalty: 4841.571289
	Iteration 16Q: 3 clusters Score -1986506 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1986561.125000 Penalty: 4841.571289
	Iteration 17Q: 3 clusters Score -1986561 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1986614.375000 Penalty: 4841.571289
	Iteration 18Q: 3 clusters Score -1986614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1986652.875000 Penalty: 4841.571289
	Iteration 19Q: 3 clusters Score -1986653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1986677.875000 Penalty: 4841.571289
	Iteration 20F: 3 clusters Score -1986678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1986717.625000 Penalty: 4841.571289
	Iteration 21Q: 3 clusters Score -1986718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1986740.375000 Penalty: 4841.571289
	Iteration 22Q: 3 clusters Score -1986740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1986772.500000 Penalty: 4841.571289
	Iteration 23Q: 3 clusters Score -1986772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1986797.375000 Penalty: 4841.571289
	Iteration 24Q: 3 clusters Score -1986797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1986822.375000 Penalty: 4841.571289
	Iteration 25Q: 3 clusters Score -1986822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1986834.000000 Penalty: 4841.571289
	Iteration 26Q: 3 clusters Score -1986834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1986839.625000 Penalty: 4841.571289
	Iteration 27Q: 3 clusters Score -1986840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1986851.125000 Penalty: 4841.571289
	Iteration 28Q: 3 clusters Score -1986851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1986861.625000 Penalty: 4841.571289
	Iteration 29Q: 3 clusters Score -1986862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1986879.125000 Penalty: 4841.571289
	Iteration 30Q: 3 clusters Score -1986879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1986883.625000 Penalty: 4841.571289
	Iteration 31Q: 3 clusters Score -1986884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1986883.875000 Penalty: 4841.571289
	Iteration 32Q: 3 clusters Score -1986884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1986895.125000 Penalty: 4841.571289
	Iteration 33Q: 3 clusters Score -1986895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1986909.250000 Penalty: 4841.571289
	Iteration 34Q: 3 clusters Score -1986909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1986924.375000 Penalty: 4841.571289
	Iteration 35Q: 3 clusters Score -1986924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1986944.000000 Penalty: 4841.571289
	Iteration 36Q: 3 clusters Score -1986944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1986971.250000 Penalty: 4841.571289
	Iteration 37Q: 3 clusters Score -1986971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1987002.375000 Penalty: 4841.571289
	Iteration 38Q: 3 clusters Score -1987002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1987024.125000 Penalty: 4841.571289
	Iteration 39Q: 3 clusters Score -1987024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1987036.250000 Penalty: 4841.571289
	Iteration 40F: 3 clusters Score -1987036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1987044.875000 Penalty: 4841.571289
	Iteration 41Q: 3 clusters Score -1987045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1987061.250000 Penalty: 4841.571289
	Iteration 42Q: 3 clusters Score -1987061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1987059.625000 Penalty: 4841.571289
	Iteration 43Q: 3 clusters Score -1987060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1987062.375000 Penalty: 4841.571289
	Iteration 44Q: 3 clusters Score -1987062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1987064.125000 Penalty: 4841.571289
	Iteration 45Q: 3 clusters Score -1987064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1987064.000000 Penalty: 4841.571289
	Iteration 46Q: 3 clusters Score -1987064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1987064.625000 Penalty: 4841.571289
	Iteration 47Q: 3 clusters Score -1987065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1987070.500000 Penalty: 4841.571289
	Iteration 48Q: 3 clusters Score -1987070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1987069.375000 Penalty: 4841.571289
	Iteration 49Q: 3 clusters Score -1987069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1987077.125000 Penalty: 4841.571289
	Iteration 50Q: 3 clusters Score -1987077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1987079.125000 Penalty: 4841.571289
	Iteration 51Q: 3 clusters Score -1987079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1987083.875000 Penalty: 4841.571289
	Iteration 52Q: 3 clusters Score -1987084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1987086.250000 Penalty: 4841.571289
	Iteration 53Q: 3 clusters Score -1987086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1987086.375000 Penalty: 4841.571289
	Iteration 54Q: 3 clusters Score -1987086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1987088.875000 Penalty: 4841.571289
	Iteration 55Q: 3 clusters Score -1987089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1987086.250000 Penalty: 4841.571289
	Iteration 56Q: 3 clusters Score -1987086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1987092.000000 Penalty: 4841.571289
	Iteration 57Q: 3 clusters Score -1987092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1987091.500000 Penalty: 4841.571289
	Iteration 58Q: 3 clusters Score -1987092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1987089.625000 Penalty: 4841.571289
	Iteration 59Q: 3 clusters Score -1987090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1987089.250000 Penalty: 4841.571289
	Iteration 60F: 3 clusters Score -1987089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1987094.250000 Penalty: 4841.571289
	Iteration 61Q: 3 clusters Score -1987094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1987092.500000 Penalty: 4841.571289
	Iteration 62Q: 3 clusters Score -1987092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1987095.125000 Penalty: 4841.571289
	Iteration 63Q: 3 clusters Score -1987095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1987093.125000 Penalty: 4841.571289
	Iteration 64Q: 3 clusters Score -1987093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1987095.000000 Penalty: 4841.571289
	Iteration 65Q: 3 clusters Score -1987095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1987097.125000 Penalty: 4841.571289
	Iteration 66Q: 3 clusters Score -1987097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1987097.500000 Penalty: 4841.571289
	Iteration 67Q: 3 clusters Score -1987098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1987096.625000 Penalty: 4841.571289
	Iteration 68Q: 3 clusters Score -1987097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1987095.875000 Penalty: 4841.571289
	Iteration 69Q: 3 clusters Score -1987096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1987099.625000 Penalty: 4841.571289
	Iteration 70Q: 3 clusters Score -1987100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1987102.500000 Penalty: 4841.571289
	Iteration 71Q: 3 clusters Score -1987102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1987104.500000 Penalty: 4841.571289
	Iteration 72Q: 3 clusters Score -1987104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1987105.875000 Penalty: 4841.571289
	Iteration 73Q: 3 clusters Score -1987106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1987107.125000 Penalty: 4841.571289
	Iteration 74Q: 3 clusters Score -1987107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1987108.375000 Penalty: 4841.571289
	Iteration 75Q: 3 clusters Score -1987108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1987109.500000 Penalty: 4841.571289
	Iteration 76Q: 3 clusters Score -1987110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1987108.500000 Penalty: 4841.571289
	Iteration 77Q: 3 clusters Score -1987108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1987110.500000 Penalty: 4841.571289
	Iteration 78Q: 3 clusters Score -1987110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1987107.875000 Penalty: 4841.571289
	Iteration 79Q: 3 clusters Score -1987108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1987111.625000 Penalty: 4841.571289
	Iteration 80F: 3 clusters Score -1987112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1987114.250000 Penalty: 4841.571289
	Iteration 81Q: 3 clusters Score -1987114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1987112.625000 Penalty: 4841.571289
	Iteration 82Q: 3 clusters Score -1987113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1987115.000000 Penalty: 4841.571289
	Iteration 83Q: 3 clusters Score -1987115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1987115.375000 Penalty: 4841.571289
	Iteration 84Q: 3 clusters Score -1987115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1987116.250000 Penalty: 4841.571289
	Iteration 85Q: 3 clusters Score -1987116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1987115.000000 Penalty: 4841.571289
	Iteration 86Q: 3 clusters Score -1987115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1987116.875000 Penalty: 4841.571289
	Iteration 87Q: 3 clusters Score -1987117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1987117.000000 Penalty: 4841.571289
	Iteration 88Q: 3 clusters Score -1987117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1987117.625000 Penalty: 4841.571289
	Iteration 89Q: 3 clusters Score -1987118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1987123.500000 Penalty: 4841.571289
	Iteration 90Q: 3 clusters Score -1987124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1987124.125000 Penalty: 4841.571289
	Iteration 91Q: 3 clusters Score -1987124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1987127.750000 Penalty: 4841.571289
	Iteration 92Q: 3 clusters Score -1987128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1987128.000000 Penalty: 4841.571289
	Iteration 93Q: 3 clusters Score -1987128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1987126.375000 Penalty: 4841.571289
	Iteration 94Q: 3 clusters Score -1987126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1987127.125000 Penalty: 4841.571289
	Iteration 95Q: 3 clusters Score -1987127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1987125.875000 Penalty: 4841.571289
	Iteration 96Q: 3 clusters Score -1987126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1987125.875000 Penalty: 4841.571289
	Iteration 97F: 3 clusters Score -1987126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Entering Unmasked Estep 
Score: -19676694.000000 Penalty: 2978.261963
	Iteration 0F: 2 clusters Score -1.967669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -19568318.000000 Penalty: 5956.523926
	Iteration 0F: 3 clusters Score -1.956832e+07 nChanged 78710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -19613784.000000 Penalty: 5956.523926
	Iteration 1F: 3 clusters Score -1.961378e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -19614834.000000 Penalty: 5956.523926
	Iteration 2Q: 3 clusters Score -1.961483e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -19616110.000000 Penalty: 5956.523926
	Iteration 3Q: 3 clusters Score -1.961611e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -19618330.000000 Penalty: 5956.523926
	Iteration 4Q: 3 clusters Score -1.961833e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -19621064.000000 Penalty: 5956.523926
	Iteration 5Q: 3 clusters Score -1.962106e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -19625640.000000 Penalty: 5956.523926
	Iteration 6F: 3 clusters Score -1.962564e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -19631242.000000 Penalty: 5956.523926
	Iteration 7F: 3 clusters Score -1.963124e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -19638086.000000 Penalty: 5956.523926
	Iteration 8F: 3 clusters Score -1.963809e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -19645082.000000 Penalty: 5956.523926
	Iteration 9F: 3 clusters Score -1.964508e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119329 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -19651800.000000 Penalty: 5956.523926
	Iteration 10F: 3 clusters Score -1.96518e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124031 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -19657310.000000 Penalty: 5956.523926
	Iteration 11Q: 3 clusters Score -1.965731e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127433 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -19660906.000000 Penalty: 5956.523926
	Iteration 12Q: 3 clusters Score -1.966091e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130067 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -19663204.000000 Penalty: 5956.523926
	Iteration 13Q: 3 clusters Score -1.96632e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -19664648.000000 Penalty: 5956.523926
	Iteration 14Q: 3 clusters Score -1.966465e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134619 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -19665906.000000 Penalty: 5956.523926
	Iteration 15Q: 3 clusters Score -1.966591e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136658 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -19666902.000000 Penalty: 5956.523926
	Iteration 16Q: 3 clusters Score -1.96669e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138421 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -19667880.000000 Penalty: 5956.523926
	Iteration 17Q: 3 clusters Score -1.966788e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140038 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -19668760.000000 Penalty: 5956.523926
	Iteration 18Q: 3 clusters Score -1.966876e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141553 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -19669566.000000 Penalty: 5956.523926
	Iteration 19Q: 3 clusters Score -1.966957e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142932 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -19670222.000000 Penalty: 5956.523926
	Iteration 20F: 3 clusters Score -1.967022e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144191 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -19670838.000000 Penalty: 5956.523926
	Iteration 21Q: 3 clusters Score -1.967084e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -19671340.000000 Penalty: 5956.523926
	Iteration 22Q: 3 clusters Score -1.967134e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146412 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -19671632.000000 Penalty: 5956.523926
	Iteration 23Q: 3 clusters Score -1.967163e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -19672056.000000 Penalty: 5956.523926
	Iteration 24Q: 3 clusters Score -1.967206e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148522 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -19672374.000000 Penalty: 5956.523926
	Iteration 25Q: 3 clusters Score -1.967237e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -19672754.000000 Penalty: 5956.523926
	Iteration 26Q: 3 clusters Score -1.967275e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150476 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -19672954.000000 Penalty: 5956.523926
	Iteration 27Q: 3 clusters Score -1.967295e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -19673098.000000 Penalty: 5956.523926
	Iteration 28Q: 3 clusters Score -1.96731e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -19673314.000000 Penalty: 5956.523926
	Iteration 29Q: 3 clusters Score -1.967331e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -19673470.000000 Penalty: 5956.523926
	Iteration 30Q: 3 clusters Score -1.967347e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -19673550.000000 Penalty: 5956.523926
	Iteration 31Q: 3 clusters Score -1.967355e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154104 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -19673740.000000 Penalty: 5956.523926
	Iteration 32Q: 3 clusters Score -1.967374e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -19673854.000000 Penalty: 5956.523926
	Iteration 33Q: 3 clusters Score -1.967385e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -19673982.000000 Penalty: 5956.523926
	Iteration 34Q: 3 clusters Score -1.967398e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -19674030.000000 Penalty: 5956.523926
	Iteration 35Q: 3 clusters Score -1.967403e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -19674090.000000 Penalty: 5956.523926
	Iteration 36Q: 3 clusters Score -1.967409e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156656 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -19674106.000000 Penalty: 5956.523926
	Iteration 37Q: 3 clusters Score -1.967411e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -19674140.000000 Penalty: 5956.523926
	Iteration 38Q: 3 clusters Score -1.967414e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -19674182.000000 Penalty: 5956.523926
	Iteration 39Q: 3 clusters Score -1.967418e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157703 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -19674236.000000 Penalty: 5956.523926
	Iteration 40F: 3 clusters Score -1.967424e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158022 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -19674268.000000 Penalty: 5956.523926
	Iteration 41Q: 3 clusters Score -1.967427e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -19674274.000000 Penalty: 5956.523926
	Iteration 42Q: 3 clusters Score -1.967427e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158578 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -19674286.000000 Penalty: 5956.523926
	Iteration 43Q: 3 clusters Score -1.967429e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158786 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -19674306.000000 Penalty: 5956.523926
	Iteration 44Q: 3 clusters Score -1.967431e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158986 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -19674312.000000 Penalty: 5956.523926
	Iteration 45Q: 3 clusters Score -1.967431e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -19674300.000000 Penalty: 5956.523926
	Iteration 46Q: 3 clusters Score -1.96743e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159355 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -19674320.000000 Penalty: 5956.523926
	Iteration 47Q: 3 clusters Score -1.967432e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -19674296.000000 Penalty: 5956.523926
	Iteration 48Q: 3 clusters Score -1.96743e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -19674310.000000 Penalty: 5956.523926
	Iteration 49Q: 3 clusters Score -1.967431e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159804 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -19674334.000000 Penalty: 5956.523926
	Iteration 50Q: 3 clusters Score -1.967433e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -19674328.000000 Penalty: 5956.523926
	Iteration 51Q: 3 clusters Score -1.967433e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -19674286.000000 Penalty: 5956.523926
	Iteration 52Q: 3 clusters Score -1.967429e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -19674284.000000 Penalty: 5956.523926
	Iteration 53Q: 3 clusters Score -1.967428e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160292 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -19674272.000000 Penalty: 5956.523926
	Iteration 54Q: 3 clusters Score -1.967427e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -19674264.000000 Penalty: 5956.523926
	Iteration 55Q: 3 clusters Score -1.967426e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160510 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -19674266.000000 Penalty: 5956.523926
	Iteration 56Q: 3 clusters Score -1.967427e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160626 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -19674286.000000 Penalty: 5956.523926
	Iteration 57Q: 3 clusters Score -1.967429e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160736 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -19674314.000000 Penalty: 5956.523926
	Iteration 58Q: 3 clusters Score -1.967431e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -19674300.000000 Penalty: 5956.523926
	Iteration 59Q: 3 clusters Score -1.96743e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -19674318.000000 Penalty: 5956.523926
	Iteration 60F: 3 clusters Score -1.967432e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -19674302.000000 Penalty: 5956.523926
	Iteration 61Q: 3 clusters Score -1.96743e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -19674330.000000 Penalty: 5956.523926
	Iteration 62Q: 3 clusters Score -1.967433e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161220 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19674348.000000 Penalty: 5956.523926
	Iteration 63Q: 3 clusters Score -1.967435e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161289 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -19674350.000000 Penalty: 5956.523926
	Iteration 64Q: 3 clusters Score -1.967435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161359 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -19674412.000000 Penalty: 5956.523926
	Iteration 65Q: 3 clusters Score -1.967441e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -19674416.000000 Penalty: 5956.523926
	Iteration 66Q: 3 clusters Score -1.967442e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161480 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -19674408.000000 Penalty: 5956.523926
	Iteration 67Q: 3 clusters Score -1.967441e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161534 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -19674418.000000 Penalty: 5956.523926
	Iteration 68Q: 3 clusters Score -1.967442e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161583 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -19674450.000000 Penalty: 5956.523926
	Iteration 69Q: 3 clusters Score -1.967445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19674470.000000 Penalty: 5956.523926
	Iteration 70Q: 3 clusters Score -1.967447e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -19674482.000000 Penalty: 5956.523926
	Iteration 71Q: 3 clusters Score -1.967448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -19674480.000000 Penalty: 5956.523926
	Iteration 72Q: 3 clusters Score -1.967448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -19674494.000000 Penalty: 5956.523926
	Iteration 73Q: 3 clusters Score -1.967449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -19674498.000000 Penalty: 5956.523926
	Iteration 74Q: 3 clusters Score -1.96745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161761 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -19674498.000000 Penalty: 5956.523926
	Iteration 75Q: 3 clusters Score -1.96745e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19674482.000000 Penalty: 5956.523926
	Iteration 76Q: 3 clusters Score -1.967448e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161805 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -19674498.000000 Penalty: 5956.523926
	Iteration 77Q: 3 clusters Score -1.96745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161833 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19674498.000000 Penalty: 5956.523926
	Iteration 78Q: 3 clusters Score -1.96745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -19674508.000000 Penalty: 5956.523926
	Iteration 79Q: 3 clusters Score -1.967451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161879 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19674500.000000 Penalty: 5956.523926
	Iteration 80F: 3 clusters Score -1.96745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -19674538.000000 Penalty: 5956.523926
	Iteration 81Q: 3 clusters Score -1.967454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161916 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19674516.000000 Penalty: 5956.523926
	Iteration 82Q: 3 clusters Score -1.967452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161931 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19674532.000000 Penalty: 5956.523926
	Iteration 83Q: 3 clusters Score -1.967453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161940 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -19674546.000000 Penalty: 5956.523926
	Iteration 84Q: 3 clusters Score -1.967455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161949 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -19674538.000000 Penalty: 5956.523926
	Iteration 85Q: 3 clusters Score -1.967454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161958 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -19674538.000000 Penalty: 5956.523926
	Iteration 86Q: 3 clusters Score -1.967454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161965 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -19674538.000000 Penalty: 5956.523926
	Iteration 87Q: 3 clusters Score -1.967454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161974 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19674532.000000 Penalty: 5956.523926
	Iteration 88Q: 3 clusters Score -1.967453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161980 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -19674528.000000 Penalty: 5956.523926
	Iteration 89Q: 3 clusters Score -1.967453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161984 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -19674518.000000 Penalty: 5956.523926
	Iteration 90Q: 3 clusters Score -1.967452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -19674524.000000 Penalty: 5956.523926
	Iteration 91Q: 3 clusters Score -1.967452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -19674534.000000 Penalty: 5956.523926
	Iteration 92Q: 3 clusters Score -1.967453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161996 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19674526.000000 Penalty: 5956.523926
	Iteration 93Q: 3 clusters Score -1.967453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -19674534.000000 Penalty: 5956.523926
	Iteration 94Q: 3 clusters Score -1.967453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162003 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -19674528.000000 Penalty: 5956.523926
	Iteration 95Q: 3 clusters Score -1.967453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162004 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -19674530.000000 Penalty: 5956.523926
	Iteration 96Q: 3 clusters Score -1.967453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162005 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -19674530.000000 Penalty: 5956.523926
	Iteration 97Q: 3 clusters Score -1.967453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -19674540.000000 Penalty: 5956.523926
	Iteration 98Q: 3 clusters Score -1.967454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -19674548.000000 Penalty: 5956.523926
	Iteration 99Q: 3 clusters Score -1.967455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162015 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -19674542.000000 Penalty: 5956.523926
	Iteration 100F: 3 clusters Score -1.967454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162014 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19674534.000000 Penalty: 5956.523926
	Iteration 101Q: 3 clusters Score -1.967453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162014 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19674534.000000 Penalty: 5956.523926
	Iteration 102F: 3 clusters Score -1.967453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169663 members 
Entering Unmasked Estep 
Score: -20350122.000000 Penalty: 2986.309326
	Iteration 0F: 2 clusters Score -2.035012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -20238152.000000 Penalty: 5972.618652
	Iteration 0F: 3 clusters Score -2.023815e+07 nChanged 81141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -20284928.000000 Penalty: 5972.618652
	Iteration 1F: 3 clusters Score -2.028493e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -20286740.000000 Penalty: 5972.618652
	Iteration 2Q: 3 clusters Score -2.028674e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -20289350.000000 Penalty: 5972.618652
	Iteration 3Q: 3 clusters Score -2.028935e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -20294180.000000 Penalty: 5972.618652
	Iteration 4F: 3 clusters Score -2.029418e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120502 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -20302974.000000 Penalty: 5972.618652
	Iteration 5F: 3 clusters Score -2.030297e+07 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135741 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -20316272.000000 Penalty: 5972.618652
	Iteration 6F: 3 clusters Score -2.031627e+07 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -20331416.000000 Penalty: 5972.618652
	Iteration 7F: 3 clusters Score -2.033142e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161866 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -20341746.000000 Penalty: 5972.618652
	Iteration 8F: 3 clusters Score -2.034175e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -20346134.000000 Penalty: 5972.618652
	Iteration 9Q: 3 clusters Score -2.034613e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20347448.000000 Penalty: 5972.618652
	Iteration 10Q: 3 clusters Score -2.034745e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20347884.000000 Penalty: 5972.618652
	Iteration 11Q: 3 clusters Score -2.034788e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20348108.000000 Penalty: 5972.618652
	Iteration 12Q: 3 clusters Score -2.034811e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168706 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20348348.000000 Penalty: 5972.618652
	Iteration 13Q: 3 clusters Score -2.034835e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168692 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20348430.000000 Penalty: 5972.618652
	Iteration 14Q: 3 clusters Score -2.034843e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168684 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20348472.000000 Penalty: 5972.618652
	Iteration 15Q: 3 clusters Score -2.034847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168669 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20348524.000000 Penalty: 5972.618652
	Iteration 16Q: 3 clusters Score -2.034852e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20348592.000000 Penalty: 5972.618652
	Iteration 17Q: 3 clusters Score -2.034859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20348590.000000 Penalty: 5972.618652
	Iteration 18Q: 3 clusters Score -2.034859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168644 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20348586.000000 Penalty: 5972.618652
	Iteration 19Q: 3 clusters Score -2.034859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168630 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20348620.000000 Penalty: 5972.618652
	Iteration 20F: 3 clusters Score -2.034862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168623 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20348636.000000 Penalty: 5972.618652
	Iteration 21Q: 3 clusters Score -2.034864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20348630.000000 Penalty: 5972.618652
	Iteration 22Q: 3 clusters Score -2.034863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168625 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20348640.000000 Penalty: 5972.618652
	Iteration 23Q: 3 clusters Score -2.034864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168624 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20348634.000000 Penalty: 5972.618652
	Iteration 24Q: 3 clusters Score -2.034863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168622 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20348648.000000 Penalty: 5972.618652
	Iteration 25Q: 3 clusters Score -2.034865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20348666.000000 Penalty: 5972.618652
	Iteration 26Q: 3 clusters Score -2.034867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20348656.000000 Penalty: 5972.618652
	Iteration 27Q: 3 clusters Score -2.034866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168615 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20348668.000000 Penalty: 5972.618652
	Iteration 28Q: 3 clusters Score -2.034867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -20348668.000000 Penalty: 5972.618652
	Iteration 29Q: 3 clusters Score -2.034867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -20348666.000000 Penalty: 5972.618652
	Iteration 30Q: 3 clusters Score -2.034867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20348670.000000 Penalty: 5972.618652
	Iteration 31Q: 3 clusters Score -2.034867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20348670.000000 Penalty: 5972.618652
	Iteration 32F: 3 clusters Score -2.034867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Entering Unmasked Estep 
Score: -11444337.000000 Penalty: 2845.610596
	Iteration 0F: 2 clusters Score -1.144434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -11380230.000000 Penalty: 5691.221191
	Iteration 0F: 3 clusters Score -1.138023e+07 nChanged 45118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -11405850.000000 Penalty: 5691.221191
	Iteration 1F: 3 clusters Score -1.140585e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -11406624.000000 Penalty: 5691.221191
	Iteration 2Q: 3 clusters Score -1.140662e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -11407527.000000 Penalty: 5691.221191
	Iteration 3Q: 3 clusters Score -1.140753e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -11408559.000000 Penalty: 5691.221191
	Iteration 4Q: 3 clusters Score -1.140856e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -11409874.000000 Penalty: 5691.221191
	Iteration 5Q: 3 clusters Score -1.140987e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -11411355.000000 Penalty: 5691.221191
	Iteration 6Q: 3 clusters Score -1.141136e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -11413344.000000 Penalty: 5691.221191
	Iteration 7Q: 3 clusters Score -1.141334e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -11415842.000000 Penalty: 5691.221191
	Iteration 8Q: 3 clusters Score -1.141584e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -11418908.000000 Penalty: 5691.221191
	Iteration 9F: 3 clusters Score -1.141891e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -11422405.000000 Penalty: 5691.221191
	Iteration 10F: 3 clusters Score -1.14224e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -11425626.000000 Penalty: 5691.221191
	Iteration 11F: 3 clusters Score -1.142563e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -11427685.000000 Penalty: 5691.221191
	Iteration 12Q: 3 clusters Score -1.142768e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -11428822.000000 Penalty: 5691.221191
	Iteration 13Q: 3 clusters Score -1.142882e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -11429457.000000 Penalty: 5691.221191
	Iteration 14Q: 3 clusters Score -1.142946e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -11430007.000000 Penalty: 5691.221191
	Iteration 15Q: 3 clusters Score -1.143001e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -11430448.000000 Penalty: 5691.221191
	Iteration 16Q: 3 clusters Score -1.143045e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -11430911.000000 Penalty: 5691.221191
	Iteration 17Q: 3 clusters Score -1.143091e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -11431319.000000 Penalty: 5691.221191
	Iteration 18Q: 3 clusters Score -1.143132e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -11431906.000000 Penalty: 5691.221191
	Iteration 19Q: 3 clusters Score -1.143191e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -11432363.000000 Penalty: 5691.221191
	Iteration 20F: 3 clusters Score -1.143236e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -11432793.000000 Penalty: 5691.221191
	Iteration 21Q: 3 clusters Score -1.143279e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -11433272.000000 Penalty: 5691.221191
	Iteration 22Q: 3 clusters Score -1.143327e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -11433742.000000 Penalty: 5691.221191
	Iteration 23Q: 3 clusters Score -1.143374e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -11434136.000000 Penalty: 5691.221191
	Iteration 24Q: 3 clusters Score -1.143414e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -11434565.000000 Penalty: 5691.221191
	Iteration 25Q: 3 clusters Score -1.143456e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -11434926.000000 Penalty: 5691.221191
	Iteration 26Q: 3 clusters Score -1.143493e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -11435313.000000 Penalty: 5691.221191
	Iteration 27Q: 3 clusters Score -1.143531e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -11435618.000000 Penalty: 5691.221191
	Iteration 28Q: 3 clusters Score -1.143562e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -11435949.000000 Penalty: 5691.221191
	Iteration 29Q: 3 clusters Score -1.143595e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -11436240.000000 Penalty: 5691.221191
	Iteration 30Q: 3 clusters Score -1.143624e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -11436488.000000 Penalty: 5691.221191
	Iteration 31Q: 3 clusters Score -1.143649e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -11436771.000000 Penalty: 5691.221191
	Iteration 32Q: 3 clusters Score -1.143677e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -11437005.000000 Penalty: 5691.221191
	Iteration 33Q: 3 clusters Score -1.1437e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -11437196.000000 Penalty: 5691.221191
	Iteration 34Q: 3 clusters Score -1.14372e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -11437385.000000 Penalty: 5691.221191
	Iteration 35Q: 3 clusters Score -1.143738e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -11437539.000000 Penalty: 5691.221191
	Iteration 36Q: 3 clusters Score -1.143754e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -11437690.000000 Penalty: 5691.221191
	Iteration 37Q: 3 clusters Score -1.143769e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -11437926.000000 Penalty: 5691.221191
	Iteration 38Q: 3 clusters Score -1.143793e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -11438124.000000 Penalty: 5691.221191
	Iteration 39Q: 3 clusters Score -1.143812e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -11438367.000000 Penalty: 5691.221191
	Iteration 40F: 3 clusters Score -1.143837e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -11438539.000000 Penalty: 5691.221191
	Iteration 41Q: 3 clusters Score -1.143854e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -11438821.000000 Penalty: 5691.221191
	Iteration 42Q: 3 clusters Score -1.143882e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -11439043.000000 Penalty: 5691.221191
	Iteration 43Q: 3 clusters Score -1.143904e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -11439272.000000 Penalty: 5691.221191
	Iteration 44Q: 3 clusters Score -1.143927e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -11439474.000000 Penalty: 5691.221191
	Iteration 45Q: 3 clusters Score -1.143947e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -11439707.000000 Penalty: 5691.221191
	Iteration 46Q: 3 clusters Score -1.143971e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -11439822.000000 Penalty: 5691.221191
	Iteration 47Q: 3 clusters Score -1.143982e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -11440002.000000 Penalty: 5691.221191
	Iteration 48Q: 3 clusters Score -1.144e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -11440171.000000 Penalty: 5691.221191
	Iteration 49Q: 3 clusters Score -1.144017e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -11440292.000000 Penalty: 5691.221191
	Iteration 50Q: 3 clusters Score -1.144029e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -11440456.000000 Penalty: 5691.221191
	Iteration 51Q: 3 clusters Score -1.144046e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -11440557.000000 Penalty: 5691.221191
	Iteration 52Q: 3 clusters Score -1.144056e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -11440680.000000 Penalty: 5691.221191
	Iteration 53Q: 3 clusters Score -1.144068e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -11440841.000000 Penalty: 5691.221191
	Iteration 54Q: 3 clusters Score -1.144084e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -11440966.000000 Penalty: 5691.221191
	Iteration 55Q: 3 clusters Score -1.144097e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -11441105.000000 Penalty: 5691.221191
	Iteration 56Q: 3 clusters Score -1.14411e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -11441221.000000 Penalty: 5691.221191
	Iteration 57Q: 3 clusters Score -1.144122e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -11441365.000000 Penalty: 5691.221191
	Iteration 58Q: 3 clusters Score -1.144136e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -11441446.000000 Penalty: 5691.221191
	Iteration 59Q: 3 clusters Score -1.144145e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -11441545.000000 Penalty: 5691.221191
	Iteration 60F: 3 clusters Score -1.144154e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -11441621.000000 Penalty: 5691.221191
	Iteration 61Q: 3 clusters Score -1.144162e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -11441681.000000 Penalty: 5691.221191
	Iteration 62Q: 3 clusters Score -1.144168e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11441745.000000 Penalty: 5691.221191
	Iteration 63Q: 3 clusters Score -1.144174e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -11441799.000000 Penalty: 5691.221191
	Iteration 64Q: 3 clusters Score -1.14418e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11441814.000000 Penalty: 5691.221191
	Iteration 65Q: 3 clusters Score -1.144181e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -11441847.000000 Penalty: 5691.221191
	Iteration 66Q: 3 clusters Score -1.144185e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -11441887.000000 Penalty: 5691.221191
	Iteration 67Q: 3 clusters Score -1.144189e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -11441928.000000 Penalty: 5691.221191
	Iteration 68Q: 3 clusters Score -1.144193e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11441980.000000 Penalty: 5691.221191
	Iteration 69Q: 3 clusters Score -1.144198e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -11442011.000000 Penalty: 5691.221191
	Iteration 70Q: 3 clusters Score -1.144201e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -11442051.000000 Penalty: 5691.221191
	Iteration 71Q: 3 clusters Score -1.144205e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11442068.000000 Penalty: 5691.221191
	Iteration 72Q: 3 clusters Score -1.144207e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -11442088.000000 Penalty: 5691.221191
	Iteration 73Q: 3 clusters Score -1.144209e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11442112.000000 Penalty: 5691.221191
	Iteration 74Q: 3 clusters Score -1.144211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -11442119.000000 Penalty: 5691.221191
	Iteration 75Q: 3 clusters Score -1.144212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11442147.000000 Penalty: 5691.221191
	Iteration 76Q: 3 clusters Score -1.144215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -11442151.000000 Penalty: 5691.221191
	Iteration 77Q: 3 clusters Score -1.144215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11442186.000000 Penalty: 5691.221191
	Iteration 78Q: 3 clusters Score -1.144219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11442181.000000 Penalty: 5691.221191
	Iteration 79Q: 3 clusters Score -1.144218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -11442184.000000 Penalty: 5691.221191
	Iteration 80F: 3 clusters Score -1.144218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11442199.000000 Penalty: 5691.221191
	Iteration 81Q: 3 clusters Score -1.14422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11442188.000000 Penalty: 5691.221191
	Iteration 82Q: 3 clusters Score -1.144219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11442195.000000 Penalty: 5691.221191
	Iteration 83Q: 3 clusters Score -1.14422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11442186.000000 Penalty: 5691.221191
	Iteration 84Q: 3 clusters Score -1.144219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11442194.000000 Penalty: 5691.221191
	Iteration 85Q: 3 clusters Score -1.144219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -11442206.000000 Penalty: 5691.221191
	Iteration 86Q: 3 clusters Score -1.144221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11442205.000000 Penalty: 5691.221191
	Iteration 87Q: 3 clusters Score -1.14422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11442225.000000 Penalty: 5691.221191
	Iteration 88Q: 3 clusters Score -1.144222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11442213.000000 Penalty: 5691.221191
	Iteration 89Q: 3 clusters Score -1.144221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11442219.000000 Penalty: 5691.221191
	Iteration 90Q: 3 clusters Score -1.144222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11442226.000000 Penalty: 5691.221191
	Iteration 91Q: 3 clusters Score -1.144223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -11442224.000000 Penalty: 5691.221191
	Iteration 92Q: 3 clusters Score -1.144222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11442230.000000 Penalty: 5691.221191
	Iteration 93Q: 3 clusters Score -1.144223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -11442228.000000 Penalty: 5691.221191
	Iteration 94Q: 3 clusters Score -1.144223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -11442235.000000 Penalty: 5691.221191
	Iteration 95Q: 3 clusters Score -1.144224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11442237.000000 Penalty: 5691.221191
	Iteration 96Q: 3 clusters Score -1.144224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11442236.000000 Penalty: 5691.221191
	Iteration 97Q: 3 clusters Score -1.144224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -11442231.000000 Penalty: 5691.221191
	Iteration 98Q: 3 clusters Score -1.144223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -11442221.000000 Penalty: 5691.221191
	Iteration 99Q: 3 clusters Score -1.144222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11442224.000000 Penalty: 5691.221191
	Iteration 100F: 3 clusters Score -1.144222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11442224.000000 Penalty: 5691.221191
	Iteration 101Q: 3 clusters Score -1.144222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11442225.000000 Penalty: 5691.221191
	Iteration 102Q: 3 clusters Score -1.144222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11442225.000000 Penalty: 5691.221191
	Iteration 103F: 3 clusters Score -1.144222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Entering Unmasked Estep 
Score: -5490097.000000 Penalty: 2666.960693
	Iteration 0F: 2 clusters Score -5490097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5458516.000000 Penalty: 5333.921387
	Iteration 0F: 3 clusters Score -5458516 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5471292.500000 Penalty: 5333.921387
	Iteration 1F: 3 clusters Score -5471292 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5472801.000000 Penalty: 5333.921387
	Iteration 2F: 3 clusters Score -5472801 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -5474781.000000 Penalty: 5333.921387
	Iteration 3F: 3 clusters Score -5474781 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -5476918.000000 Penalty: 5333.921387
	Iteration 4F: 3 clusters Score -5476918 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5479026.000000 Penalty: 5333.921387
	Iteration 5F: 3 clusters Score -5479026 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -5480828.500000 Penalty: 5333.921387
	Iteration 6F: 3 clusters Score -5480828 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -5482178.000000 Penalty: 5333.921387
	Iteration 7Q: 3 clusters Score -5482178 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -5483268.500000 Penalty: 5333.921387
	Iteration 8Q: 3 clusters Score -5483268 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -5484353.000000 Penalty: 5333.921387
	Iteration 9Q: 3 clusters Score -5484353 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5485327.500000 Penalty: 5333.921387
	Iteration 10Q: 3 clusters Score -5485328 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5486089.000000 Penalty: 5333.921387
	Iteration 11Q: 3 clusters Score -5486089 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5486691.500000 Penalty: 5333.921387
	Iteration 12Q: 3 clusters Score -5486692 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5487084.500000 Penalty: 5333.921387
	Iteration 13Q: 3 clusters Score -5487084 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5487355.500000 Penalty: 5333.921387
	Iteration 14Q: 3 clusters Score -5487356 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5487511.500000 Penalty: 5333.921387
	Iteration 15Q: 3 clusters Score -5487512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5487603.000000 Penalty: 5333.921387
	Iteration 16Q: 3 clusters Score -5487603 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5487669.500000 Penalty: 5333.921387
	Iteration 17Q: 3 clusters Score -5487670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5487740.500000 Penalty: 5333.921387
	Iteration 18Q: 3 clusters Score -5487740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5487766.000000 Penalty: 5333.921387
	Iteration 19Q: 3 clusters Score -5487766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5487791.500000 Penalty: 5333.921387
	Iteration 20F: 3 clusters Score -5487792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5487800.000000 Penalty: 5333.921387
	Iteration 21Q: 3 clusters Score -5487800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5487811.500000 Penalty: 5333.921387
	Iteration 22Q: 3 clusters Score -5487812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5487812.500000 Penalty: 5333.921387
	Iteration 23Q: 3 clusters Score -5487812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5487809.500000 Penalty: 5333.921387
	Iteration 24Q: 3 clusters Score -5487810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5487819.000000 Penalty: 5333.921387
	Iteration 25Q: 3 clusters Score -5487819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5487821.500000 Penalty: 5333.921387
	Iteration 26Q: 3 clusters Score -5487822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5487821.500000 Penalty: 5333.921387
	Iteration 27Q: 3 clusters Score -5487822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5487830.500000 Penalty: 5333.921387
	Iteration 28Q: 3 clusters Score -5487830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5487832.500000 Penalty: 5333.921387
	Iteration 29Q: 3 clusters Score -5487832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5487832.000000 Penalty: 5333.921387
	Iteration 30Q: 3 clusters Score -5487832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5487839.000000 Penalty: 5333.921387
	Iteration 31Q: 3 clusters Score -5487839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5487839.500000 Penalty: 5333.921387
	Iteration 32Q: 3 clusters Score -5487840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5487840.000000 Penalty: 5333.921387
	Iteration 33Q: 3 clusters Score -5487840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5487839.000000 Penalty: 5333.921387
	Iteration 34Q: 3 clusters Score -5487839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5487838.000000 Penalty: 5333.921387
	Iteration 35Q: 3 clusters Score -5487838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5487840.500000 Penalty: 5333.921387
	Iteration 36Q: 3 clusters Score -5487840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5487840.500000 Penalty: 5333.921387
	Iteration 37F: 3 clusters Score -5487840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Entering Unmasked Estep 
Score: -2434466.000000 Penalty: 2473.353516
	Iteration 0F: 2 clusters Score -2434466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2419433.500000 Penalty: 4946.707031
	Iteration 0F: 3 clusters Score -2419434 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2424651.750000 Penalty: 4946.707031
	Iteration 1F: 3 clusters Score -2424652 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2425229.000000 Penalty: 4946.707031
	Iteration 2F: 3 clusters Score -2425229 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2425750.500000 Penalty: 4946.707031
	Iteration 3F: 3 clusters Score -2425750 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2426242.500000 Penalty: 4946.707031
	Iteration 4F: 3 clusters Score -2426242 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2426735.500000 Penalty: 4946.707031
	Iteration 5Q: 3 clusters Score -2426736 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2427270.750000 Penalty: 4946.707031
	Iteration 6Q: 3 clusters Score -2427271 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2427761.500000 Penalty: 4946.707031
	Iteration 7Q: 3 clusters Score -2427762 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2428227.500000 Penalty: 4946.707031
	Iteration 8Q: 3 clusters Score -2428228 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2428687.000000 Penalty: 4946.707031
	Iteration 9Q: 3 clusters Score -2428687 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2429101.500000 Penalty: 4946.707031
	Iteration 10Q: 3 clusters Score -2429102 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2429519.500000 Penalty: 4946.707031
	Iteration 11Q: 3 clusters Score -2429520 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2429891.750000 Penalty: 4946.707031
	Iteration 12Q: 3 clusters Score -2429892 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2430278.750000 Penalty: 4946.707031
	Iteration 13Q: 3 clusters Score -2430279 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2430593.250000 Penalty: 4946.707031
	Iteration 14Q: 3 clusters Score -2430593 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2430923.250000 Penalty: 4946.707031
	Iteration 15Q: 3 clusters Score -2430923 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2431223.250000 Penalty: 4946.707031
	Iteration 16Q: 3 clusters Score -2431223 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2431455.250000 Penalty: 4946.707031
	Iteration 17Q: 3 clusters Score -2431455 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2431636.250000 Penalty: 4946.707031
	Iteration 18Q: 3 clusters Score -2431636 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2431771.000000 Penalty: 4946.707031
	Iteration 19Q: 3 clusters Score -2431771 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2431881.500000 Penalty: 4946.707031
	Iteration 20F: 3 clusters Score -2431882 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2431968.000000 Penalty: 4946.707031
	Iteration 21Q: 3 clusters Score -2431968 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2432044.500000 Penalty: 4946.707031
	Iteration 22Q: 3 clusters Score -2432044 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2432129.250000 Penalty: 4946.707031
	Iteration 23Q: 3 clusters Score -2432129 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2432193.250000 Penalty: 4946.707031
	Iteration 24Q: 3 clusters Score -2432193 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2432230.000000 Penalty: 4946.707031
	Iteration 25Q: 3 clusters Score -2432230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2432260.500000 Penalty: 4946.707031
	Iteration 26Q: 3 clusters Score -2432260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2432297.250000 Penalty: 4946.707031
	Iteration 27Q: 3 clusters Score -2432297 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2432312.750000 Penalty: 4946.707031
	Iteration 28Q: 3 clusters Score -2432313 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2432332.750000 Penalty: 4946.707031
	Iteration 29Q: 3 clusters Score -2432333 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2432355.500000 Penalty: 4946.707031
	Iteration 30Q: 3 clusters Score -2432356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2432369.250000 Penalty: 4946.707031
	Iteration 31Q: 3 clusters Score -2432369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2432390.750000 Penalty: 4946.707031
	Iteration 32Q: 3 clusters Score -2432391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2432404.000000 Penalty: 4946.707031
	Iteration 33Q: 3 clusters Score -2432404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2432410.000000 Penalty: 4946.707031
	Iteration 34Q: 3 clusters Score -2432410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2432425.500000 Penalty: 4946.707031
	Iteration 35Q: 3 clusters Score -2432426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2432435.500000 Penalty: 4946.707031
	Iteration 36Q: 3 clusters Score -2432436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2432438.250000 Penalty: 4946.707031
	Iteration 37Q: 3 clusters Score -2432438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2432445.000000 Penalty: 4946.707031
	Iteration 38Q: 3 clusters Score -2432445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2432444.750000 Penalty: 4946.707031
	Iteration 39Q: 3 clusters Score -2432445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2432448.000000 Penalty: 4946.707031
	Iteration 40F: 3 clusters Score -2432448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2432455.500000 Penalty: 4946.707031
	Iteration 41Q: 3 clusters Score -2432456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2432456.250000 Penalty: 4946.707031
	Iteration 42Q: 3 clusters Score -2432456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2432462.750000 Penalty: 4946.707031
	Iteration 43Q: 3 clusters Score -2432463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2432472.000000 Penalty: 4946.707031
	Iteration 44Q: 3 clusters Score -2432472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2432473.250000 Penalty: 4946.707031
	Iteration 45Q: 3 clusters Score -2432473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2432479.250000 Penalty: 4946.707031
	Iteration 46Q: 3 clusters Score -2432479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2432484.500000 Penalty: 4946.707031
	Iteration 47Q: 3 clusters Score -2432484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2432482.750000 Penalty: 4946.707031
	Iteration 48Q: 3 clusters Score -2432483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2432493.250000 Penalty: 4946.707031
	Iteration 49Q: 3 clusters Score -2432493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2432491.000000 Penalty: 4946.707031
	Iteration 50Q: 3 clusters Score -2432491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2432494.750000 Penalty: 4946.707031
	Iteration 51Q: 3 clusters Score -2432495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2432495.500000 Penalty: 4946.707031
	Iteration 52Q: 3 clusters Score -2432496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2432496.750000 Penalty: 4946.707031
	Iteration 53Q: 3 clusters Score -2432497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2432498.000000 Penalty: 4946.707031
	Iteration 54Q: 3 clusters Score -2432498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2432501.750000 Penalty: 4946.707031
	Iteration 55Q: 3 clusters Score -2432502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2432508.000000 Penalty: 4946.707031
	Iteration 56Q: 3 clusters Score -2432508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2432507.500000 Penalty: 4946.707031
	Iteration 57Q: 3 clusters Score -2432508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2432513.000000 Penalty: 4946.707031
	Iteration 58Q: 3 clusters Score -2432513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2432510.500000 Penalty: 4946.707031
	Iteration 59Q: 3 clusters Score -2432510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2432514.250000 Penalty: 4946.707031
	Iteration 60F: 3 clusters Score -2432514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2432514.250000 Penalty: 4946.707031
	Iteration 61Q: 3 clusters Score -2432514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2432506.750000 Penalty: 4946.707031
	Iteration 62Q: 3 clusters Score -2432507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2432511.500000 Penalty: 4946.707031
	Iteration 63Q: 3 clusters Score -2432512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2432509.250000 Penalty: 4946.707031
	Iteration 64Q: 3 clusters Score -2432509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2432511.250000 Penalty: 4946.707031
	Iteration 65Q: 3 clusters Score -2432511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2432510.750000 Penalty: 4946.707031
	Iteration 66Q: 3 clusters Score -2432511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2432510.750000 Penalty: 4946.707031
	Iteration 67F: 3 clusters Score -2432511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (172253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172253 members 
Entering Unmasked Estep 
Score: -20839910.000000 Penalty: 2990.066406
	Iteration 0F: 2 clusters Score -2.083991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -20731278.000000 Penalty: 5980.132812
	Iteration 0F: 3 clusters Score -2.073128e+07 nChanged 82851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -20779826.000000 Penalty: 5980.132812
	Iteration 1F: 3 clusters Score -2.077983e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -20780614.000000 Penalty: 5980.132812
	Iteration 2Q: 3 clusters Score -2.078061e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -20781604.000000 Penalty: 5980.132812
	Iteration 3Q: 3 clusters Score -2.07816e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -20782762.000000 Penalty: 5980.132812
	Iteration 4Q: 3 clusters Score -2.078276e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -20784104.000000 Penalty: 5980.132812
	Iteration 5Q: 3 clusters Score -2.07841e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -20785954.000000 Penalty: 5980.132812
	Iteration 6Q: 3 clusters Score -2.078595e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -20788664.000000 Penalty: 5980.132812
	Iteration 7Q: 3 clusters Score -2.078866e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -20792506.000000 Penalty: 5980.132812
	Iteration 8Q: 3 clusters Score -2.079251e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113111 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -20797694.000000 Penalty: 5980.132812
	Iteration 9F: 3 clusters Score -2.079769e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -20804700.000000 Penalty: 5980.132812
	Iteration 10F: 3 clusters Score -2.08047e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -20812690.000000 Penalty: 5980.132812
	Iteration 11F: 3 clusters Score -2.081269e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -20820706.000000 Penalty: 5980.132812
	Iteration 12F: 3 clusters Score -2.082071e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -20827136.000000 Penalty: 5980.132812
	Iteration 13F: 3 clusters Score -2.082714e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -20831406.000000 Penalty: 5980.132812
	Iteration 14Q: 3 clusters Score -2.083141e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163241 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -20834020.000000 Penalty: 5980.132812
	Iteration 15Q: 3 clusters Score -2.083402e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -20835618.000000 Penalty: 5980.132812
	Iteration 16Q: 3 clusters Score -2.083562e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -20836386.000000 Penalty: 5980.132812
	Iteration 17Q: 3 clusters Score -2.083639e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20836768.000000 Penalty: 5980.132812
	Iteration 18Q: 3 clusters Score -2.083677e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170376 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -20837076.000000 Penalty: 5980.132812
	Iteration 19Q: 3 clusters Score -2.083708e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170725 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20837198.000000 Penalty: 5980.132812
	Iteration 20F: 3 clusters Score -2.08372e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170941 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20837334.000000 Penalty: 5980.132812
	Iteration 21Q: 3 clusters Score -2.083733e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20837352.000000 Penalty: 5980.132812
	Iteration 22Q: 3 clusters Score -2.083735e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20837376.000000 Penalty: 5980.132812
	Iteration 23Q: 3 clusters Score -2.083738e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20837432.000000 Penalty: 5980.132812
	Iteration 24Q: 3 clusters Score -2.083743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171266 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20837450.000000 Penalty: 5980.132812
	Iteration 25Q: 3 clusters Score -2.083745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171292 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20837464.000000 Penalty: 5980.132812
	Iteration 26Q: 3 clusters Score -2.083746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20837502.000000 Penalty: 5980.132812
	Iteration 27Q: 3 clusters Score -2.08375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171330 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20837500.000000 Penalty: 5980.132812
	Iteration 28Q: 3 clusters Score -2.08375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171343 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -20837502.000000 Penalty: 5980.132812
	Iteration 29Q: 3 clusters Score -2.08375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20837506.000000 Penalty: 5980.132812
	Iteration 30Q: 3 clusters Score -2.083751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -20837500.000000 Penalty: 5980.132812
	Iteration 31Q: 3 clusters Score -2.08375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20837506.000000 Penalty: 5980.132812
	Iteration 32Q: 3 clusters Score -2.083751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20837514.000000 Penalty: 5980.132812
	Iteration 33Q: 3 clusters Score -2.083751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -20837518.000000 Penalty: 5980.132812
	Iteration 34Q: 3 clusters Score -2.083752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -20837532.000000 Penalty: 5980.132812
	Iteration 35Q: 3 clusters Score -2.083753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171380 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20837524.000000 Penalty: 5980.132812
	Iteration 36Q: 3 clusters Score -2.083752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -20837520.000000 Penalty: 5980.132812
	Iteration 37Q: 3 clusters Score -2.083752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20837544.000000 Penalty: 5980.132812
	Iteration 38Q: 3 clusters Score -2.083754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20837532.000000 Penalty: 5980.132812
	Iteration 39Q: 3 clusters Score -2.083753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -20837542.000000 Penalty: 5980.132812
	Iteration 40F: 3 clusters Score -2.083754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -20837534.000000 Penalty: 5980.132812
	Iteration 41Q: 3 clusters Score -2.083753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20837548.000000 Penalty: 5980.132812
	Iteration 42Q: 3 clusters Score -2.083755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -20837552.000000 Penalty: 5980.132812
	Iteration 43Q: 3 clusters Score -2.083755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20837560.000000 Penalty: 5980.132812
	Iteration 44Q: 3 clusters Score -2.083756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20837566.000000 Penalty: 5980.132812
	Iteration 45Q: 3 clusters Score -2.083757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -20837570.000000 Penalty: 5980.132812
	Iteration 46Q: 3 clusters Score -2.083757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171425 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20837578.000000 Penalty: 5980.132812
	Iteration 47Q: 3 clusters Score -2.083758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20837576.000000 Penalty: 5980.132812
	Iteration 48Q: 3 clusters Score -2.083758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20837572.000000 Penalty: 5980.132812
	Iteration 49Q: 3 clusters Score -2.083757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20837572.000000 Penalty: 5980.132812
	Iteration 50F: 3 clusters Score -2.083757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Entering Unmasked Estep 
Score: -1838746.375000 Penalty: 2406.591797
	Iteration 0F: 2 clusters Score -1838746 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 8277 members 
Entering Unmasked Estep 
Score: -1827072.250000 Penalty: 4813.183594
	Iteration 0F: 3 clusters Score -1827072 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1831170.500000 Penalty: 4813.183594
	Iteration 1F: 3 clusters Score -1831170 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1832008.750000 Penalty: 4813.183594
	Iteration 2F: 3 clusters Score -1832009 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1833108.250000 Penalty: 4813.183594
	Iteration 3F: 3 clusters Score -1833108 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1834288.375000 Penalty: 4813.183594
	Iteration 4F: 3 clusters Score -1834288 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1835282.375000 Penalty: 4813.183594
	Iteration 5F: 3 clusters Score -1835282 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1836098.000000 Penalty: 4813.183594
	Iteration 6F: 3 clusters Score -1836098 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1836737.375000 Penalty: 4813.183594
	Iteration 7Q: 3 clusters Score -1836737 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1837236.250000 Penalty: 4813.183594
	Iteration 8Q: 3 clusters Score -1837236 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1837552.875000 Penalty: 4813.183594
	Iteration 9Q: 3 clusters Score -1837553 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1837707.875000 Penalty: 4813.183594
	Iteration 10Q: 3 clusters Score -1837708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1837780.375000 Penalty: 4813.183594
	Iteration 11Q: 3 clusters Score -1837780 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1837839.250000 Penalty: 4813.183594
	Iteration 12Q: 3 clusters Score -1837839 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1837881.750000 Penalty: 4813.183594
	Iteration 13Q: 3 clusters Score -1837882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1837904.125000 Penalty: 4813.183594
	Iteration 14Q: 3 clusters Score -1837904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1837931.000000 Penalty: 4813.183594
	Iteration 15Q: 3 clusters Score -1837931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1837961.750000 Penalty: 4813.183594
	Iteration 16Q: 3 clusters Score -1837962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1837981.000000 Penalty: 4813.183594
	Iteration 17Q: 3 clusters Score -1837981 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1838010.250000 Penalty: 4813.183594
	Iteration 18Q: 3 clusters Score -1838010 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1838039.375000 Penalty: 4813.183594
	Iteration 19Q: 3 clusters Score -1838039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1838056.500000 Penalty: 4813.183594
	Iteration 20F: 3 clusters Score -1838056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1838076.500000 Penalty: 4813.183594
	Iteration 21Q: 3 clusters Score -1838076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1838084.625000 Penalty: 4813.183594
	Iteration 22Q: 3 clusters Score -1838085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1838102.375000 Penalty: 4813.183594
	Iteration 23Q: 3 clusters Score -1838102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1838112.750000 Penalty: 4813.183594
	Iteration 24Q: 3 clusters Score -1838113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1838123.875000 Penalty: 4813.183594
	Iteration 25Q: 3 clusters Score -1838124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1838135.625000 Penalty: 4813.183594
	Iteration 26Q: 3 clusters Score -1838136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1838141.000000 Penalty: 4813.183594
	Iteration 27Q: 3 clusters Score -1838141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1838144.750000 Penalty: 4813.183594
	Iteration 28Q: 3 clusters Score -1838145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1838144.625000 Penalty: 4813.183594
	Iteration 29Q: 3 clusters Score -1838145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1838157.125000 Penalty: 4813.183594
	Iteration 30Q: 3 clusters Score -1838157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1838159.625000 Penalty: 4813.183594
	Iteration 31Q: 3 clusters Score -1838160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1838159.000000 Penalty: 4813.183594
	Iteration 32Q: 3 clusters Score -1838159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1838160.750000 Penalty: 4813.183594
	Iteration 33Q: 3 clusters Score -1838161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1838165.875000 Penalty: 4813.183594
	Iteration 34Q: 3 clusters Score -1838166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1838166.250000 Penalty: 4813.183594
	Iteration 35Q: 3 clusters Score -1838166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1838174.375000 Penalty: 4813.183594
	Iteration 36Q: 3 clusters Score -1838174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1838177.500000 Penalty: 4813.183594
	Iteration 37Q: 3 clusters Score -1838178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1838184.125000 Penalty: 4813.183594
	Iteration 38Q: 3 clusters Score -1838184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1838185.375000 Penalty: 4813.183594
	Iteration 39Q: 3 clusters Score -1838185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1838183.375000 Penalty: 4813.183594
	Iteration 40F: 3 clusters Score -1838183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1838185.250000 Penalty: 4813.183594
	Iteration 41Q: 3 clusters Score -1838185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1838188.375000 Penalty: 4813.183594
	Iteration 42Q: 3 clusters Score -1838188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1838196.250000 Penalty: 4813.183594
	Iteration 43Q: 3 clusters Score -1838196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1838196.625000 Penalty: 4813.183594
	Iteration 44Q: 3 clusters Score -1838197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1838203.375000 Penalty: 4813.183594
	Iteration 45Q: 3 clusters Score -1838203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1838204.000000 Penalty: 4813.183594
	Iteration 46Q: 3 clusters Score -1838204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1838203.875000 Penalty: 4813.183594
	Iteration 47Q: 3 clusters Score -1838204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1838202.375000 Penalty: 4813.183594
	Iteration 48Q: 3 clusters Score -1838202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1838209.250000 Penalty: 4813.183594
	Iteration 49Q: 3 clusters Score -1838209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1838218.625000 Penalty: 4813.183594
	Iteration 50Q: 3 clusters Score -1838219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1838222.000000 Penalty: 4813.183594
	Iteration 51Q: 3 clusters Score -1838222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1838225.375000 Penalty: 4813.183594
	Iteration 52Q: 3 clusters Score -1838225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1838227.625000 Penalty: 4813.183594
	Iteration 53Q: 3 clusters Score -1838228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1838226.625000 Penalty: 4813.183594
	Iteration 54Q: 3 clusters Score -1838227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1838232.250000 Penalty: 4813.183594
	Iteration 55Q: 3 clusters Score -1838232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1838234.875000 Penalty: 4813.183594
	Iteration 56Q: 3 clusters Score -1838235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1838241.750000 Penalty: 4813.183594
	Iteration 57Q: 3 clusters Score -1838242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1838246.875000 Penalty: 4813.183594
	Iteration 58Q: 3 clusters Score -1838247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1838250.125000 Penalty: 4813.183594
	Iteration 59Q: 3 clusters Score -1838250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1838252.625000 Penalty: 4813.183594
	Iteration 60F: 3 clusters Score -1838253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1838254.625000 Penalty: 4813.183594
	Iteration 61Q: 3 clusters Score -1838255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1838259.250000 Penalty: 4813.183594
	Iteration 62Q: 3 clusters Score -1838259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1838261.125000 Penalty: 4813.183594
	Iteration 63Q: 3 clusters Score -1838261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1838266.750000 Penalty: 4813.183594
	Iteration 64Q: 3 clusters Score -1838267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1838266.750000 Penalty: 4813.183594
	Iteration 65Q: 3 clusters Score -1838267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1838266.125000 Penalty: 4813.183594
	Iteration 66Q: 3 clusters Score -1838266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1838270.375000 Penalty: 4813.183594
	Iteration 67Q: 3 clusters Score -1838270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1838267.500000 Penalty: 4813.183594
	Iteration 68Q: 3 clusters Score -1838268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1838270.125000 Penalty: 4813.183594
	Iteration 69Q: 3 clusters Score -1838270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1838269.750000 Penalty: 4813.183594
	Iteration 70Q: 3 clusters Score -1838270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1838269.750000 Penalty: 4813.183594
	Iteration 71F: 3 clusters Score -1838270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24384.220703 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24384.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24443.001953 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24460.109375 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24460.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24482.320312 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24482.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24484.853516 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24484.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24484.853516 Penalty: 2732.656738
	Iteration 5F: 3 clusters Score -24484.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -117728.898438 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -117728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -115749.320312 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -115749.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116048.828125 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -116048.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -116174.382812 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -116174.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -116264.695312 Penalty: 3461.194092
	Iteration 3F: 3 clusters Score -116264.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -116316.218750 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -116316.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -116367.859375 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -116367.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -116394.468750 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -116394.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116425.046875 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -116425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -116431.437500 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -116431.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116437.570312 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -116437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116444.281250 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -116444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116450.515625 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -116450.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116460.546875 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -116460.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116474.460938 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -116474.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116488.984375 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -116489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116514.429688 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -116514.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116545.515625 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -116545.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116600.507812 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -116600.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -116643.164062 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -116643.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116683.820312 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -116683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116735.789062 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -116735.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116800.671875 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -116800.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116885.468750 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -116885.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116959.523438 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -116959.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117009.289062 Penalty: 3461.194092
	Iteration 24Q: 3 clusters Score -117009.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117036.976562 Penalty: 3461.194092
	Iteration 25Q: 3 clusters Score -117037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117062.023438 Penalty: 3461.194092
	Iteration 26Q: 3 clusters Score -117062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117083.406250 Penalty: 3461.194092
	Iteration 27Q: 3 clusters Score -117083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117109.929688 Penalty: 3461.194092
	Iteration 28Q: 3 clusters Score -117109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117128.578125 Penalty: 3461.194092
	Iteration 29Q: 3 clusters Score -117128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -117157.234375 Penalty: 3461.194092
	Iteration 30Q: 3 clusters Score -117157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -117168.273438 Penalty: 3461.194092
	Iteration 31Q: 3 clusters Score -117168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117181.179688 Penalty: 3461.194092
	Iteration 32Q: 3 clusters Score -117181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -117188.304688 Penalty: 3461.194092
	Iteration 33Q: 3 clusters Score -117188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117193.015625 Penalty: 3461.194092
	Iteration 34Q: 3 clusters Score -117193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -117201.648438 Penalty: 3461.194092
	Iteration 35Q: 3 clusters Score -117201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117213.968750 Penalty: 3461.194092
	Iteration 36Q: 3 clusters Score -117214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -117225.593750 Penalty: 3461.194092
	Iteration 37Q: 3 clusters Score -117225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -117242.273438 Penalty: 3461.194092
	Iteration 38Q: 3 clusters Score -117242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -117244.015625 Penalty: 3461.194092
	Iteration 39Q: 3 clusters Score -117244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -117269.945312 Penalty: 3461.194092
	Iteration 40F: 3 clusters Score -117269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -117390.117188 Penalty: 3461.194092
	Iteration 41Q: 3 clusters Score -117390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117414.234375 Penalty: 3461.194092
	Iteration 42Q: 3 clusters Score -117414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117420.945312 Penalty: 3461.194092
	Iteration 43Q: 3 clusters Score -117420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -117425.523438 Penalty: 3461.194092
	Iteration 44Q: 3 clusters Score -117425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117431.148438 Penalty: 3461.194092
	Iteration 45Q: 3 clusters Score -117431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117431.148438 Penalty: 3461.194092
	Iteration 46F: 3 clusters Score -117431.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Entering Unmasked Estep 
Score: -9750980.000000 Penalty: 2806.816895
	Iteration 0F: 2 clusters Score -9750980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -9695959.000000 Penalty: 5613.633789
	Iteration 0F: 3 clusters Score -9695959 nChanged 38570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -9717609.000000 Penalty: 5613.633789
	Iteration 1F: 3 clusters Score -9717609 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -9718409.000000 Penalty: 5613.633789
	Iteration 2Q: 3 clusters Score -9718409 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -9719527.000000 Penalty: 5613.633789
	Iteration 3Q: 3 clusters Score -9719527 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -9720794.000000 Penalty: 5613.633789
	Iteration 4Q: 3 clusters Score -9720794 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -9722783.000000 Penalty: 5613.633789
	Iteration 5F: 3 clusters Score -9722783 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -9725610.000000 Penalty: 5613.633789
	Iteration 6F: 3 clusters Score -9725610 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -9729362.000000 Penalty: 5613.633789
	Iteration 7F: 3 clusters Score -9729362 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -9733699.000000 Penalty: 5613.633789
	Iteration 8F: 3 clusters Score -9733699 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -9737957.000000 Penalty: 5613.633789
	Iteration 9F: 3 clusters Score -9737957 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -9741716.000000 Penalty: 5613.633789
	Iteration 10F: 3 clusters Score -9741716 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -9744384.000000 Penalty: 5613.633789
	Iteration 11Q: 3 clusters Score -9744384 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -9746118.000000 Penalty: 5613.633789
	Iteration 12Q: 3 clusters Score -9746118 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -9747123.000000 Penalty: 5613.633789
	Iteration 13Q: 3 clusters Score -9747123 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -9747624.000000 Penalty: 5613.633789
	Iteration 14Q: 3 clusters Score -9747624 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -9747987.000000 Penalty: 5613.633789
	Iteration 15Q: 3 clusters Score -9747987 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -9748196.000000 Penalty: 5613.633789
	Iteration 16Q: 3 clusters Score -9748196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -9748345.000000 Penalty: 5613.633789
	Iteration 17Q: 3 clusters Score -9748345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -9748405.000000 Penalty: 5613.633789
	Iteration 18Q: 3 clusters Score -9748405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -9748454.000000 Penalty: 5613.633789
	Iteration 19Q: 3 clusters Score -9748454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -9748477.000000 Penalty: 5613.633789
	Iteration 20F: 3 clusters Score -9748477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -9748511.000000 Penalty: 5613.633789
	Iteration 21Q: 3 clusters Score -9748511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -9748544.000000 Penalty: 5613.633789
	Iteration 22Q: 3 clusters Score -9748544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -9748566.000000 Penalty: 5613.633789
	Iteration 23Q: 3 clusters Score -9748566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -9748583.000000 Penalty: 5613.633789
	Iteration 24Q: 3 clusters Score -9748583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 81642 members 
Entering Unmasked Estep 
Score: -9748586.000000 Penalty: 5613.633789
	Iteration 25Q: 3 clusters Score -9748586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -9748595.000000 Penalty: 5613.633789
	Iteration 26Q: 3 clusters Score -9748595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -9748601.000000 Penalty: 5613.633789
	Iteration 27Q: 3 clusters Score -9748601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -9748604.000000 Penalty: 5613.633789
	Iteration 28Q: 3 clusters Score -9748604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -9748598.000000 Penalty: 5613.633789
	Iteration 29Q: 3 clusters Score -9748598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -9748616.000000 Penalty: 5613.633789
	Iteration 30Q: 3 clusters Score -9748616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -9748610.000000 Penalty: 5613.633789
	Iteration 31Q: 3 clusters Score -9748610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -9748621.000000 Penalty: 5613.633789
	Iteration 32Q: 3 clusters Score -9748621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -9748633.000000 Penalty: 5613.633789
	Iteration 33Q: 3 clusters Score -9748633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -9748634.000000 Penalty: 5613.633789
	Iteration 34Q: 3 clusters Score -9748634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -9748639.000000 Penalty: 5613.633789
	Iteration 35Q: 3 clusters Score -9748639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -9748627.000000 Penalty: 5613.633789
	Iteration 36Q: 3 clusters Score -9748627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -9748639.000000 Penalty: 5613.633789
	Iteration 37Q: 3 clusters Score -9748639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -9748629.000000 Penalty: 5613.633789
	Iteration 38Q: 3 clusters Score -9748629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -9748633.000000 Penalty: 5613.633789
	Iteration 39Q: 3 clusters Score -9748633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -9748637.000000 Penalty: 5613.633789
	Iteration 40F: 3 clusters Score -9748637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -9748643.000000 Penalty: 5613.633789
	Iteration 41Q: 3 clusters Score -9748643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -9748652.000000 Penalty: 5613.633789
	Iteration 42Q: 3 clusters Score -9748652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -9748653.000000 Penalty: 5613.633789
	Iteration 43Q: 3 clusters Score -9748653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -9748655.000000 Penalty: 5613.633789
	Iteration 44Q: 3 clusters Score -9748655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -9748660.000000 Penalty: 5613.633789
	Iteration 45Q: 3 clusters Score -9748660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -9748660.000000 Penalty: 5613.633789
	Iteration 46Q: 3 clusters Score -9748660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -9748663.000000 Penalty: 5613.633789
	Iteration 47Q: 3 clusters Score -9748663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -9748663.000000 Penalty: 5613.633789
	Iteration 48F: 3 clusters Score -9748663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Entering Unmasked Estep 
Score: -3353008.500000 Penalty: 2550.137939
	Iteration 0F: 2 clusters Score -3353008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3332904.250000 Penalty: 5100.275879
	Iteration 0F: 3 clusters Score -3332904 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3340174.250000 Penalty: 5100.275879
	Iteration 1F: 3 clusters Score -3340174 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3340977.250000 Penalty: 5100.275879
	Iteration 2F: 3 clusters Score -3340977 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3342159.250000 Penalty: 5100.275879
	Iteration 3F: 3 clusters Score -3342159 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3343633.500000 Penalty: 5100.275879
	Iteration 4F: 3 clusters Score -3343634 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3345045.000000 Penalty: 5100.275879
	Iteration 5F: 3 clusters Score -3345045 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3346191.750000 Penalty: 5100.275879
	Iteration 6F: 3 clusters Score -3346192 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3346978.750000 Penalty: 5100.275879
	Iteration 7F: 3 clusters Score -3346979 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3347484.500000 Penalty: 5100.275879
	Iteration 8Q: 3 clusters Score -3347484 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3347828.750000 Penalty: 5100.275879
	Iteration 9Q: 3 clusters Score -3347829 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3348084.750000 Penalty: 5100.275879
	Iteration 10Q: 3 clusters Score -3348085 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3348318.500000 Penalty: 5100.275879
	Iteration 11Q: 3 clusters Score -3348318 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3348577.250000 Penalty: 5100.275879
	Iteration 12Q: 3 clusters Score -3348577 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3348832.750000 Penalty: 5100.275879
	Iteration 13Q: 3 clusters Score -3348833 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3349141.500000 Penalty: 5100.275879
	Iteration 14Q: 3 clusters Score -3349142 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3349456.500000 Penalty: 5100.275879
	Iteration 15Q: 3 clusters Score -3349456 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3349757.000000 Penalty: 5100.275879
	Iteration 16Q: 3 clusters Score -3349757 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3350057.250000 Penalty: 5100.275879
	Iteration 17Q: 3 clusters Score -3350057 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3350288.000000 Penalty: 5100.275879
	Iteration 18Q: 3 clusters Score -3350288 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3350463.750000 Penalty: 5100.275879
	Iteration 19Q: 3 clusters Score -3350464 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3350611.750000 Penalty: 5100.275879
	Iteration 20F: 3 clusters Score -3350612 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3350700.500000 Penalty: 5100.275879
	Iteration 21Q: 3 clusters Score -3350700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3350790.500000 Penalty: 5100.275879
	Iteration 22Q: 3 clusters Score -3350790 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3350877.500000 Penalty: 5100.275879
	Iteration 23Q: 3 clusters Score -3350878 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3350964.000000 Penalty: 5100.275879
	Iteration 24Q: 3 clusters Score -3350964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3351060.500000 Penalty: 5100.275879
	Iteration 25Q: 3 clusters Score -3351060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3351110.750000 Penalty: 5100.275879
	Iteration 26Q: 3 clusters Score -3351111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3351154.000000 Penalty: 5100.275879
	Iteration 27Q: 3 clusters Score -3351154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3351191.500000 Penalty: 5100.275879
	Iteration 28Q: 3 clusters Score -3351192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3351229.000000 Penalty: 5100.275879
	Iteration 29Q: 3 clusters Score -3351229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3351265.500000 Penalty: 5100.275879
	Iteration 30Q: 3 clusters Score -3351266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3351282.250000 Penalty: 5100.275879
	Iteration 31Q: 3 clusters Score -3351282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3351303.000000 Penalty: 5100.275879
	Iteration 32Q: 3 clusters Score -3351303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3351307.750000 Penalty: 5100.275879
	Iteration 33Q: 3 clusters Score -3351308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3351324.250000 Penalty: 5100.275879
	Iteration 34Q: 3 clusters Score -3351324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3351328.000000 Penalty: 5100.275879
	Iteration 35Q: 3 clusters Score -3351328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3351330.500000 Penalty: 5100.275879
	Iteration 36Q: 3 clusters Score -3351330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3351333.500000 Penalty: 5100.275879
	Iteration 37Q: 3 clusters Score -3351334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3351336.500000 Penalty: 5100.275879
	Iteration 38Q: 3 clusters Score -3351336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3351344.500000 Penalty: 5100.275879
	Iteration 39Q: 3 clusters Score -3351344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3351351.250000 Penalty: 5100.275879
	Iteration 40F: 3 clusters Score -3351351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3351350.250000 Penalty: 5100.275879
	Iteration 41Q: 3 clusters Score -3351350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3351350.250000 Penalty: 5100.275879
	Iteration 42Q: 3 clusters Score -3351350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3351355.250000 Penalty: 5100.275879
	Iteration 43Q: 3 clusters Score -3351355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3351355.000000 Penalty: 5100.275879
	Iteration 44Q: 3 clusters Score -3351355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3351354.250000 Penalty: 5100.275879
	Iteration 45Q: 3 clusters Score -3351354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3351358.250000 Penalty: 5100.275879
	Iteration 46Q: 3 clusters Score -3351358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3351365.250000 Penalty: 5100.275879
	Iteration 47Q: 3 clusters Score -3351365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3351371.250000 Penalty: 5100.275879
	Iteration 48Q: 3 clusters Score -3351371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3351377.000000 Penalty: 5100.275879
	Iteration 49Q: 3 clusters Score -3351377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3351390.250000 Penalty: 5100.275879
	Iteration 50Q: 3 clusters Score -3351390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3351388.750000 Penalty: 5100.275879
	Iteration 51Q: 3 clusters Score -3351389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3351392.750000 Penalty: 5100.275879
	Iteration 52Q: 3 clusters Score -3351393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3351397.750000 Penalty: 5100.275879
	Iteration 53Q: 3 clusters Score -3351398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3351398.000000 Penalty: 5100.275879
	Iteration 54Q: 3 clusters Score -3351398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3351400.750000 Penalty: 5100.275879
	Iteration 55Q: 3 clusters Score -3351401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3351395.500000 Penalty: 5100.275879
	Iteration 56Q: 3 clusters Score -3351396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3351397.000000 Penalty: 5100.275879
	Iteration 57Q: 3 clusters Score -3351397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3351396.250000 Penalty: 5100.275879
	Iteration 58Q: 3 clusters Score -3351396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3351396.750000 Penalty: 5100.275879
	Iteration 59Q: 3 clusters Score -3351397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3351402.250000 Penalty: 5100.275879
	Iteration 60F: 3 clusters Score -3351402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3351413.500000 Penalty: 5100.275879
	Iteration 61Q: 3 clusters Score -3351414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3351413.000000 Penalty: 5100.275879
	Iteration 62Q: 3 clusters Score -3351413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3351418.000000 Penalty: 5100.275879
	Iteration 63Q: 3 clusters Score -3351418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3351418.000000 Penalty: 5100.275879
	Iteration 64F: 3 clusters Score -3351418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -1499651.125000 Penalty: 2341.342285
	Iteration 0F: 2 clusters Score -1499651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1490258.875000 Penalty: 4682.684570
	Iteration 0F: 3 clusters Score -1490259 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1493164.750000 Penalty: 4682.684570
	Iteration 1F: 3 clusters Score -1493165 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1493630.125000 Penalty: 4682.684570
	Iteration 2F: 3 clusters Score -1493630 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1494012.750000 Penalty: 4682.684570
	Iteration 3F: 3 clusters Score -1494013 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1494356.875000 Penalty: 4682.684570
	Iteration 4F: 3 clusters Score -1494357 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1494685.000000 Penalty: 4682.684570
	Iteration 5Q: 3 clusters Score -1494685 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1495017.125000 Penalty: 4682.684570
	Iteration 6F: 3 clusters Score -1495017 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1495351.125000 Penalty: 4682.684570
	Iteration 7Q: 3 clusters Score -1495351 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1495644.000000 Penalty: 4682.684570
	Iteration 8Q: 3 clusters Score -1495644 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1495922.750000 Penalty: 4682.684570
	Iteration 9Q: 3 clusters Score -1495923 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1496198.750000 Penalty: 4682.684570
	Iteration 10Q: 3 clusters Score -1496199 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1496497.500000 Penalty: 4682.684570
	Iteration 11Q: 3 clusters Score -1496498 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1496834.250000 Penalty: 4682.684570
	Iteration 12Q: 3 clusters Score -1496834 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1497182.500000 Penalty: 4682.684570
	Iteration 13Q: 3 clusters Score -1497182 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1497472.875000 Penalty: 4682.684570
	Iteration 14Q: 3 clusters Score -1497473 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1497710.125000 Penalty: 4682.684570
	Iteration 15Q: 3 clusters Score -1497710 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1497879.000000 Penalty: 4682.684570
	Iteration 16Q: 3 clusters Score -1497879 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1498028.000000 Penalty: 4682.684570
	Iteration 17Q: 3 clusters Score -1498028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1498152.000000 Penalty: 4682.684570
	Iteration 18Q: 3 clusters Score -1498152 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1498259.125000 Penalty: 4682.684570
	Iteration 19Q: 3 clusters Score -1498259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1498350.250000 Penalty: 4682.684570
	Iteration 20F: 3 clusters Score -1498350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1498412.250000 Penalty: 4682.684570
	Iteration 21Q: 3 clusters Score -1498412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1498441.375000 Penalty: 4682.684570
	Iteration 22Q: 3 clusters Score -1498441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1498457.375000 Penalty: 4682.684570
	Iteration 23Q: 3 clusters Score -1498457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1498471.625000 Penalty: 4682.684570
	Iteration 24Q: 3 clusters Score -1498472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1498483.250000 Penalty: 4682.684570
	Iteration 25Q: 3 clusters Score -1498483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1498483.125000 Penalty: 4682.684570
	Iteration 26Q: 3 clusters Score -1498483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1498484.750000 Penalty: 4682.684570
	Iteration 27Q: 3 clusters Score -1498485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1498491.750000 Penalty: 4682.684570
	Iteration 28Q: 3 clusters Score -1498492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1498495.000000 Penalty: 4682.684570
	Iteration 29Q: 3 clusters Score -1498495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1498498.125000 Penalty: 4682.684570
	Iteration 30Q: 3 clusters Score -1498498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1498500.375000 Penalty: 4682.684570
	Iteration 31Q: 3 clusters Score -1498500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1498503.000000 Penalty: 4682.684570
	Iteration 32Q: 3 clusters Score -1498503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1498502.625000 Penalty: 4682.684570
	Iteration 33Q: 3 clusters Score -1498503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1498505.125000 Penalty: 4682.684570
	Iteration 34Q: 3 clusters Score -1498505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1498504.750000 Penalty: 4682.684570
	Iteration 35Q: 3 clusters Score -1498505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1498506.125000 Penalty: 4682.684570
	Iteration 36Q: 3 clusters Score -1498506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1498508.375000 Penalty: 4682.684570
	Iteration 37Q: 3 clusters Score -1498508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1498508.375000 Penalty: 4682.684570
	Iteration 38F: 3 clusters Score -1498508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -654292.125000 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -654292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -649138.562500 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -649138.6 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -650539.125000 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -650539.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -650891.875000 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -650891.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -651168.750000 Penalty: 4321.692383
	Iteration 3F: 3 clusters Score -651168.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -651414.937500 Penalty: 4321.692383
	Iteration 4F: 3 clusters Score -651414.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -651637.375000 Penalty: 4321.692383
	Iteration 5Q: 3 clusters Score -651637.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -651813.875000 Penalty: 4321.692383
	Iteration 6Q: 3 clusters Score -651813.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -651944.125000 Penalty: 4321.692383
	Iteration 7Q: 3 clusters Score -651944.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -652064.000000 Penalty: 4321.692383
	Iteration 8Q: 3 clusters Score -652064 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -652157.625000 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -652157.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -652229.875000 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -652229.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -652285.062500 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -652285.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -652332.562500 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -652332.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -652379.750000 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -652379.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -652426.937500 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -652426.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -652488.750000 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -652488.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -652559.937500 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -652559.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -652639.625000 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -652639.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -652720.625000 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -652720.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -652806.375000 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -652806.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -652876.500000 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -652876.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -652950.000000 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -652950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -653009.562500 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -653009.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -653051.437500 Penalty: 4321.692383
	Iteration 23Q: 3 clusters Score -653051.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -653078.687500 Penalty: 4321.692383
	Iteration 24Q: 3 clusters Score -653078.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -653105.437500 Penalty: 4321.692383
	Iteration 25Q: 3 clusters Score -653105.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -653128.812500 Penalty: 4321.692383
	Iteration 26Q: 3 clusters Score -653128.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -653146.562500 Penalty: 4321.692383
	Iteration 27Q: 3 clusters Score -653146.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -653160.562500 Penalty: 4321.692383
	Iteration 28Q: 3 clusters Score -653160.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -653174.937500 Penalty: 4321.692383
	Iteration 29Q: 3 clusters Score -653174.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -653184.625000 Penalty: 4321.692383
	Iteration 30Q: 3 clusters Score -653184.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -653192.875000 Penalty: 4321.692383
	Iteration 31Q: 3 clusters Score -653192.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -653197.250000 Penalty: 4321.692383
	Iteration 32Q: 3 clusters Score -653197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -653202.500000 Penalty: 4321.692383
	Iteration 33Q: 3 clusters Score -653202.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -653207.500000 Penalty: 4321.692383
	Iteration 34Q: 3 clusters Score -653207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -653211.312500 Penalty: 4321.692383
	Iteration 35Q: 3 clusters Score -653211.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -653215.875000 Penalty: 4321.692383
	Iteration 36Q: 3 clusters Score -653215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -653218.375000 Penalty: 4321.692383
	Iteration 37Q: 3 clusters Score -653218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -653219.312500 Penalty: 4321.692383
	Iteration 38Q: 3 clusters Score -653219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -653222.312500 Penalty: 4321.692383
	Iteration 39Q: 3 clusters Score -653222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -653223.750000 Penalty: 4321.692383
	Iteration 40F: 3 clusters Score -653223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -653223.687500 Penalty: 4321.692383
	Iteration 41Q: 3 clusters Score -653223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -653225.062500 Penalty: 4321.692383
	Iteration 42Q: 3 clusters Score -653225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -653226.062500 Penalty: 4321.692383
	Iteration 43Q: 3 clusters Score -653226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -653226.125000 Penalty: 4321.692383
	Iteration 44Q: 3 clusters Score -653226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -653226.937500 Penalty: 4321.692383
	Iteration 45Q: 3 clusters Score -653226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -653227.125000 Penalty: 4321.692383
	Iteration 46Q: 3 clusters Score -653227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -653227.437500 Penalty: 4321.692383
	Iteration 47Q: 3 clusters Score -653227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -653227.250000 Penalty: 4321.692383
	Iteration 48Q: 3 clusters Score -653227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -653229.187500 Penalty: 4321.692383
	Iteration 49Q: 3 clusters Score -653229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -653228.812500 Penalty: 4321.692383
	Iteration 50Q: 3 clusters Score -653228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -653229.375000 Penalty: 4321.692383
	Iteration 51Q: 3 clusters Score -653229.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -653229.375000 Penalty: 4321.692383
	Iteration 52F: 3 clusters Score -653229.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Entering Unmasked Estep 
Score: -1123352.750000 Penalty: 2293.150879
	Iteration 0F: 2 clusters Score -1123353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1115500.500000 Penalty: 4586.301758
	Iteration 0F: 3 clusters Score -1115500 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1118019.125000 Penalty: 4586.301758
	Iteration 1F: 3 clusters Score -1118019 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1118390.500000 Penalty: 4586.301758
	Iteration 2F: 3 clusters Score -1118390 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1118682.375000 Penalty: 4586.301758
	Iteration 3F: 3 clusters Score -1118682 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1118951.625000 Penalty: 4586.301758
	Iteration 4Q: 3 clusters Score -1118952 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1119230.125000 Penalty: 4586.301758
	Iteration 5Q: 3 clusters Score -1119230 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1119531.000000 Penalty: 4586.301758
	Iteration 6Q: 3 clusters Score -1119531 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1119880.250000 Penalty: 4586.301758
	Iteration 7Q: 3 clusters Score -1119880 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1120242.000000 Penalty: 4586.301758
	Iteration 8Q: 3 clusters Score -1120242 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1120560.750000 Penalty: 4586.301758
	Iteration 9Q: 3 clusters Score -1120561 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1120828.375000 Penalty: 4586.301758
	Iteration 10Q: 3 clusters Score -1120828 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1121054.500000 Penalty: 4586.301758
	Iteration 11Q: 3 clusters Score -1121054 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1121223.250000 Penalty: 4586.301758
	Iteration 12Q: 3 clusters Score -1121223 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1121323.500000 Penalty: 4586.301758
	Iteration 13Q: 3 clusters Score -1121324 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1121393.375000 Penalty: 4586.301758
	Iteration 14Q: 3 clusters Score -1121393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1121456.125000 Penalty: 4586.301758
	Iteration 15Q: 3 clusters Score -1121456 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1121521.125000 Penalty: 4586.301758
	Iteration 16Q: 3 clusters Score -1121521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1121564.375000 Penalty: 4586.301758
	Iteration 17Q: 3 clusters Score -1121564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1121592.375000 Penalty: 4586.301758
	Iteration 18Q: 3 clusters Score -1121592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1121617.625000 Penalty: 4586.301758
	Iteration 19Q: 3 clusters Score -1121618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1121634.875000 Penalty: 4586.301758
	Iteration 20F: 3 clusters Score -1121635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1121649.125000 Penalty: 4586.301758
	Iteration 21Q: 3 clusters Score -1121649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1121662.875000 Penalty: 4586.301758
	Iteration 22Q: 3 clusters Score -1121663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1121675.875000 Penalty: 4586.301758
	Iteration 23Q: 3 clusters Score -1121676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1121690.000000 Penalty: 4586.301758
	Iteration 24Q: 3 clusters Score -1121690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1121701.375000 Penalty: 4586.301758
	Iteration 25Q: 3 clusters Score -1121701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1121707.875000 Penalty: 4586.301758
	Iteration 26Q: 3 clusters Score -1121708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1121712.125000 Penalty: 4586.301758
	Iteration 27Q: 3 clusters Score -1121712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1121716.375000 Penalty: 4586.301758
	Iteration 28Q: 3 clusters Score -1121716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1121721.500000 Penalty: 4586.301758
	Iteration 29Q: 3 clusters Score -1121722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1121728.250000 Penalty: 4586.301758
	Iteration 30Q: 3 clusters Score -1121728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1121729.000000 Penalty: 4586.301758
	Iteration 31Q: 3 clusters Score -1121729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1121728.875000 Penalty: 4586.301758
	Iteration 32Q: 3 clusters Score -1121729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1121729.375000 Penalty: 4586.301758
	Iteration 33Q: 3 clusters Score -1121729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1121728.875000 Penalty: 4586.301758
	Iteration 34Q: 3 clusters Score -1121729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1121729.625000 Penalty: 4586.301758
	Iteration 35Q: 3 clusters Score -1121730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1121729.500000 Penalty: 4586.301758
	Iteration 36Q: 3 clusters Score -1121730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1121729.500000 Penalty: 4586.301758
	Iteration 37F: 3 clusters Score -1121730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 109938 members 
Mstep: Class 3 contains 21200 members 
Mstep: Class 4 contains 24699 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14597 members 
Mstep: Class 7 contains 22771 members 
Mstep: Class 8 contains 117262 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16594 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60667 members 
Mstep: Class 14 contains 161056 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237553 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164246 members 
Mstep: Class 21 contains 169663 members 
Mstep: Class 22 contains 96205 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172253 members 
Mstep: Class 26 contains 16383 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82274 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574544.000000 Penalty: 117808.554688
Iteration 319Q: 34 clusters Score -2.055745e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 109932 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24701 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14596 members 
Mstep: Class 7 contains 22774 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16596 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60665 members 
Mstep: Class 14 contains 161049 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237554 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164256 members 
Mstep: Class 21 contains 169662 members 
Mstep: Class 22 contains 96205 members 
Mstep: Class 23 contains 46812 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16378 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82274 members 
Mstep: Class 30 contains 29225 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 10376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574560.000000 Penalty: 117808.554688
Iteration 320F: 34 clusters Score -2.055746e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 109924 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24699 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14596 members 
Mstep: Class 7 contains 22776 members 
Mstep: Class 8 contains 117256 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16589 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60662 members 
Mstep: Class 14 contains 161046 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237551 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164268 members 
Mstep: Class 21 contains 169664 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 46812 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16383 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82274 members 
Mstep: Class 30 contains 29225 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574576.000000 Penalty: 117808.554688
Iteration 321Q: 34 clusters Score -2.055746e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 109920 members 
Mstep: Class 3 contains 21194 members 
Mstep: Class 4 contains 24696 members 
Mstep: Class 5 contains 16201 members 
Mstep: Class 6 contains 14596 members 
Mstep: Class 7 contains 22776 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16585 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60662 members 
Mstep: Class 14 contains 161038 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237551 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 164278 members 
Mstep: Class 21 contains 169666 members 
Mstep: Class 22 contains 96204 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16383 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82276 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 10384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574608.000000 Penalty: 117808.554688
Iteration 322Q: 34 clusters Score -2.055746e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 109915 members 
Mstep: Class 3 contains 21193 members 
Mstep: Class 4 contains 24693 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14595 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16585 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60663 members 
Mstep: Class 14 contains 161037 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237549 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 164282 members 
Mstep: Class 21 contains 169668 members 
Mstep: Class 22 contains 96205 members 
Mstep: Class 23 contains 46810 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172253 members 
Mstep: Class 26 contains 16384 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82276 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574528.000000 Penalty: 117808.554688
Iteration 323Q: 34 clusters Score -2.055745e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 109915 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24690 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14596 members 
Mstep: Class 7 contains 22774 members 
Mstep: Class 8 contains 117261 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16585 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60663 members 
Mstep: Class 14 contains 161033 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237547 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 164285 members 
Mstep: Class 21 contains 169672 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46810 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172253 members 
Mstep: Class 26 contains 16386 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82277 members 
Mstep: Class 30 contains 29225 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6083 members 
Mstep: Class 33 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 117808.554688
Iteration 324Q: 34 clusters Score -2.055744e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 109914 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24689 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14598 members 
Mstep: Class 7 contains 22772 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16583 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60663 members 
Mstep: Class 14 contains 161035 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237548 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 164286 members 
Mstep: Class 21 contains 169672 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46810 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82275 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 6085 members 
Mstep: Class 33 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 325Q: 34 clusters Score -2.055744e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 109913 members 
Mstep: Class 3 contains 21193 members 
Mstep: Class 4 contains 24688 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14598 members 
Mstep: Class 7 contains 22772 members 
Mstep: Class 8 contains 117257 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16584 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60660 members 
Mstep: Class 14 contains 161043 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237550 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164285 members 
Mstep: Class 21 contains 169672 members 
Mstep: Class 22 contains 96200 members 
Mstep: Class 23 contains 46808 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16390 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82276 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 6087 members 
Mstep: Class 33 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 326Q: 34 clusters Score -2.055744e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 109912 members 
Mstep: Class 3 contains 21193 members 
Mstep: Class 4 contains 24687 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14598 members 
Mstep: Class 7 contains 22771 members 
Mstep: Class 8 contains 117255 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16584 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60659 members 
Mstep: Class 14 contains 161041 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237548 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164290 members 
Mstep: Class 21 contains 169673 members 
Mstep: Class 22 contains 96202 members 
Mstep: Class 23 contains 46810 members 
Mstep: Class 24 contains 21442 members 
Mstep: Class 25 contains 172249 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82277 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 6088 members 
Mstep: Class 33 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 117808.554688
Iteration 327Q: 34 clusters Score -2.055744e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 109910 members 
Mstep: Class 3 contains 21194 members 
Mstep: Class 4 contains 24687 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14601 members 
Mstep: Class 7 contains 22768 members 
Mstep: Class 8 contains 117253 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 70845 members 
Mstep: Class 11 contains 16581 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60661 members 
Mstep: Class 14 contains 161038 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237545 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164292 members 
Mstep: Class 21 contains 169673 members 
Mstep: Class 22 contains 96202 members 
Mstep: Class 23 contains 46810 members 
Mstep: Class 24 contains 21442 members 
Mstep: Class 25 contains 172249 members 
Mstep: Class 26 contains 16387 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82278 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6088 members 
Mstep: Class 33 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574560.000000 Penalty: 117808.554688
Iteration 328Q: 34 clusters Score -2.055746e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21195 members 
Mstep: Class 4 contains 24688 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14601 members 
Mstep: Class 7 contains 22764 members 
Mstep: Class 8 contains 117253 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 70844 members 
Mstep: Class 11 contains 16581 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60660 members 
Mstep: Class 14 contains 161033 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237544 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164300 members 
Mstep: Class 21 contains 169671 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 21442 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16387 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82278 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6090 members 
Mstep: Class 33 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574512.000000 Penalty: 117808.554688
Iteration 329Q: 34 clusters Score -2.055745e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21196 members 
Mstep: Class 4 contains 24688 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 22759 members 
Mstep: Class 8 contains 117253 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16579 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60662 members 
Mstep: Class 14 contains 161024 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237542 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164306 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 46812 members 
Mstep: Class 24 contains 21441 members 
Mstep: Class 25 contains 172249 members 
Mstep: Class 26 contains 16387 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82279 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6094 members 
Mstep: Class 33 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574496.000000 Penalty: 117808.554688
Iteration 330Q: 34 clusters Score -2.055745e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14598 members 
Mstep: Class 7 contains 22756 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 16581 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60660 members 
Mstep: Class 14 contains 161023 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 237536 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164312 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 96199 members 
Mstep: Class 23 contains 46812 members 
Mstep: Class 24 contains 21442 members 
Mstep: Class 25 contains 172249 members 
Mstep: Class 26 contains 16387 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82278 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 10398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574464.000000 Penalty: 117808.554688
Iteration 331Q: 34 clusters Score -2.055745e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 117250 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70847 members 
Mstep: Class 11 contains 16580 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60660 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 237534 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164310 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 96199 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 21441 members 
Mstep: Class 25 contains 172250 members 
Mstep: Class 26 contains 16390 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82278 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6101 members 
Mstep: Class 33 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574368.000000 Penalty: 117808.554688
Iteration 332Q: 34 clusters Score -2.055744e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 109910 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24681 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14600 members 
Mstep: Class 7 contains 22751 members 
Mstep: Class 8 contains 117250 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70847 members 
Mstep: Class 11 contains 16579 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60661 members 
Mstep: Class 14 contains 161021 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 237532 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164313 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 96201 members 
Mstep: Class 23 contains 46810 members 
Mstep: Class 24 contains 21441 members 
Mstep: Class 25 contains 172250 members 
Mstep: Class 26 contains 16389 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82279 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6103 members 
Mstep: Class 33 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 333Q: 34 clusters Score -2.055744e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24681 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14601 members 
Mstep: Class 7 contains 22750 members 
Mstep: Class 8 contains 117251 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 70848 members 
Mstep: Class 11 contains 16576 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60659 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237530 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 164313 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 96200 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172250 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82280 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6105 members 
Mstep: Class 33 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574368.000000 Penalty: 117808.554688
Iteration 334Q: 34 clusters Score -2.055744e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 109908 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22751 members 
Mstep: Class 8 contains 117251 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 70848 members 
Mstep: Class 11 contains 16573 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60657 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237531 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 164313 members 
Mstep: Class 21 contains 169669 members 
Mstep: Class 22 contains 96198 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82282 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 6105 members 
Mstep: Class 33 contains 10400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574368.000000 Penalty: 117808.554688
Iteration 335Q: 34 clusters Score -2.055744e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 109908 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16570 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60654 members 
Mstep: Class 14 contains 161023 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237530 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 164314 members 
Mstep: Class 21 contains 169670 members 
Mstep: Class 22 contains 96197 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21445 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16387 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82284 members 
Mstep: Class 30 contains 29224 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6105 members 
Mstep: Class 33 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574352.000000 Penalty: 117808.554688
Iteration 336Q: 34 clusters Score -2.055744e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16567 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60653 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237525 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 164318 members 
Mstep: Class 21 contains 169674 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172246 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82286 members 
Mstep: Class 30 contains 29223 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6105 members 
Mstep: Class 33 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574368.000000 Penalty: 117808.554688
Iteration 337Q: 34 clusters Score -2.055744e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16565 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60653 members 
Mstep: Class 14 contains 161020 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237526 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17340 members 
Mstep: Class 20 contains 164321 members 
Mstep: Class 21 contains 169675 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172245 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82288 members 
Mstep: Class 30 contains 29223 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6105 members 
Mstep: Class 33 contains 10400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 117808.554688
Iteration 338Q: 34 clusters Score -2.055744e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22751 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70848 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60651 members 
Mstep: Class 14 contains 161021 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237528 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 169675 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172245 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82288 members 
Mstep: Class 30 contains 29222 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574496.000000 Penalty: 117808.554688
Iteration 339Q: 34 clusters Score -2.055745e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22751 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60650 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36267 members 
Mstep: Class 17 contains 237527 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 169675 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172245 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82289 members 
Mstep: Class 30 contains 29223 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574496.000000 Penalty: 117808.554688
Iteration 340F: 34 clusters Score -2.055745e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 109908 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22751 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70851 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60650 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36266 members 
Mstep: Class 17 contains 237523 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 164322 members 
Mstep: Class 21 contains 169676 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172245 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82289 members 
Mstep: Class 30 contains 29224 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574496.000000 Penalty: 117808.554688
Iteration 341Q: 34 clusters Score -2.055745e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 109908 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70852 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60650 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36265 members 
Mstep: Class 17 contains 237520 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 164322 members 
Mstep: Class 21 contains 169678 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172245 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82289 members 
Mstep: Class 30 contains 29225 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574512.000000 Penalty: 117808.554688
Iteration 342Q: 34 clusters Score -2.055745e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 21196 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60650 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36265 members 
Mstep: Class 17 contains 237518 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 19 contains 17339 members 
Mstep: Class 20 contains 164322 members 
Mstep: Class 21 contains 169680 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21444 members 
Mstep: Class 25 contains 172246 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82288 members 
Mstep: Class 30 contains 29226 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574560.000000 Penalty: 117808.554688
Iteration 343Q: 34 clusters Score -2.055746e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 109908 members 
Mstep: Class 3 contains 21195 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60650 members 
Mstep: Class 14 contains 161022 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36265 members 
Mstep: Class 17 contains 237521 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17340 members 
Mstep: Class 20 contains 164321 members 
Mstep: Class 21 contains 169681 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172246 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82289 members 
Mstep: Class 30 contains 29227 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574544.000000 Penalty: 117808.554688
Iteration 344Q: 34 clusters Score -2.055745e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 109907 members 
Mstep: Class 3 contains 21195 members 
Mstep: Class 4 contains 24681 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22752 members 
Mstep: Class 8 contains 117253 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60650 members 
Mstep: Class 14 contains 161024 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 237522 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17339 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 169682 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172246 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82286 members 
Mstep: Class 30 contains 29229 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574640.000000 Penalty: 117808.554688
Iteration 345Q: 34 clusters Score -2.055746e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 109907 members 
Mstep: Class 3 contains 21194 members 
Mstep: Class 4 contains 24680 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22753 members 
Mstep: Class 8 contains 117255 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16563 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60651 members 
Mstep: Class 14 contains 161024 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 237522 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17339 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 169681 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172246 members 
Mstep: Class 26 contains 16388 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82286 members 
Mstep: Class 30 contains 29231 members 
Mstep: Class 31 contains 12598 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574608.000000 Penalty: 117808.554688
Iteration 346Q: 34 clusters Score -2.055746e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 109906 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 4 contains 24678 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22754 members 
Mstep: Class 8 contains 117257 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16561 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60650 members 
Mstep: Class 14 contains 161025 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 237520 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17339 members 
Mstep: Class 20 contains 164321 members 
Mstep: Class 21 contains 169681 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16387 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82287 members 
Mstep: Class 30 contains 29232 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574416.000000 Penalty: 117808.554688
Iteration 347Q: 34 clusters Score -2.055744e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 109905 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24678 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14603 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16561 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60649 members 
Mstep: Class 14 contains 161026 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 237518 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17339 members 
Mstep: Class 20 contains 164322 members 
Mstep: Class 21 contains 169679 members 
Mstep: Class 22 contains 96195 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16385 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82286 members 
Mstep: Class 30 contains 29232 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574400.000000 Penalty: 117808.554688
Iteration 348Q: 34 clusters Score -2.055744e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 109905 members 
Mstep: Class 3 contains 21190 members 
Mstep: Class 4 contains 24679 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22755 members 
Mstep: Class 8 contains 117258 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16560 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60647 members 
Mstep: Class 14 contains 161025 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 237516 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17339 members 
Mstep: Class 20 contains 164324 members 
Mstep: Class 21 contains 169680 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21443 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16382 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82287 members 
Mstep: Class 30 contains 29232 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 349Q: 34 clusters Score -2.055744e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 109906 members 
Mstep: Class 3 contains 21190 members 
Mstep: Class 4 contains 24681 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22754 members 
Mstep: Class 8 contains 117257 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16557 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60645 members 
Mstep: Class 14 contains 161025 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36265 members 
Mstep: Class 17 contains 237516 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17339 members 
Mstep: Class 20 contains 164325 members 
Mstep: Class 21 contains 169682 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21441 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16382 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82288 members 
Mstep: Class 30 contains 29232 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 350Q: 34 clusters Score -2.055744e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 109905 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22754 members 
Mstep: Class 8 contains 117256 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16553 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60646 members 
Mstep: Class 14 contains 161023 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36266 members 
Mstep: Class 17 contains 237517 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 164329 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21439 members 
Mstep: Class 25 contains 172247 members 
Mstep: Class 26 contains 16382 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82290 members 
Mstep: Class 30 contains 29233 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574352.000000 Penalty: 117808.554688
Iteration 351Q: 34 clusters Score -2.055744e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22756 members 
Mstep: Class 8 contains 117257 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16553 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36266 members 
Mstep: Class 17 contains 237515 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 164336 members 
Mstep: Class 21 contains 169682 members 
Mstep: Class 22 contains 96196 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172249 members 
Mstep: Class 26 contains 16381 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82291 members 
Mstep: Class 30 contains 29234 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574304.000000 Penalty: 117808.554688
Iteration 352Q: 34 clusters Score -2.055743e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 117257 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16550 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161020 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36266 members 
Mstep: Class 17 contains 237516 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 164337 members 
Mstep: Class 21 contains 169681 members 
Mstep: Class 22 contains 96197 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21438 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16380 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82293 members 
Mstep: Class 30 contains 29235 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574352.000000 Penalty: 117808.554688
Iteration 353Q: 34 clusters Score -2.055744e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 109904 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16198 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 117257 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16549 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 237516 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 164337 members 
Mstep: Class 21 contains 169682 members 
Mstep: Class 22 contains 96197 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16379 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82291 members 
Mstep: Class 30 contains 29236 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574352.000000 Penalty: 117808.554688
Iteration 354Q: 34 clusters Score -2.055744e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 117258 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16549 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 237517 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 164337 members 
Mstep: Class 21 contains 169681 members 
Mstep: Class 22 contains 96195 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21436 members 
Mstep: Class 25 contains 172250 members 
Mstep: Class 26 contains 16378 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82291 members 
Mstep: Class 30 contains 29237 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574336.000000 Penalty: 117808.554688
Iteration 355Q: 34 clusters Score -2.055743e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 109901 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22756 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36270 members 
Mstep: Class 17 contains 237517 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164337 members 
Mstep: Class 21 contains 169680 members 
Mstep: Class 22 contains 96194 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172252 members 
Mstep: Class 26 contains 16377 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82293 members 
Mstep: Class 30 contains 29238 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574336.000000 Penalty: 117808.554688
Iteration 356Q: 34 clusters Score -2.055743e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24683 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22755 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16547 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161018 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237514 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164336 members 
Mstep: Class 21 contains 169680 members 
Mstep: Class 22 contains 96194 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172251 members 
Mstep: Class 26 contains 16376 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82292 members 
Mstep: Class 30 contains 29238 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574352.000000 Penalty: 117808.554688
Iteration 357Q: 34 clusters Score -2.055744e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16546 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 237511 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164333 members 
Mstep: Class 21 contains 169682 members 
Mstep: Class 22 contains 96194 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172250 members 
Mstep: Class 26 contains 16376 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82292 members 
Mstep: Class 30 contains 29238 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574320.000000 Penalty: 117808.554688
Iteration 358Q: 34 clusters Score -2.055743e+08 nChanged 9
Entering ConstructFrom: 
Score: -205574320.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Entering Unmasked Estep 
Score: -2317464.250000 Penalty: 2465.457520
	Iteration 0F: 2 clusters Score -2317464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2302902.750000 Penalty: 4930.915039
	Iteration 0F: 3 clusters Score -2302903 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2307864.000000 Penalty: 4930.915039
	Iteration 1F: 3 clusters Score -2307864 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2308320.000000 Penalty: 4930.915039
	Iteration 2F: 3 clusters Score -2308320 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2308683.250000 Penalty: 4930.915039
	Iteration 3Q: 3 clusters Score -2308683 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2309024.750000 Penalty: 4930.915039
	Iteration 4Q: 3 clusters Score -2309025 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2309375.250000 Penalty: 4930.915039
	Iteration 5Q: 3 clusters Score -2309375 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2309764.000000 Penalty: 4930.915039
	Iteration 6Q: 3 clusters Score -2309764 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2310210.250000 Penalty: 4930.915039
	Iteration 7Q: 3 clusters Score -2310210 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2310729.250000 Penalty: 4930.915039
	Iteration 8Q: 3 clusters Score -2310729 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2311231.250000 Penalty: 4930.915039
	Iteration 9Q: 3 clusters Score -2311231 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2311746.000000 Penalty: 4930.915039
	Iteration 10Q: 3 clusters Score -2311746 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2312319.500000 Penalty: 4930.915039
	Iteration 11Q: 3 clusters Score -2312320 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2312956.000000 Penalty: 4930.915039
	Iteration 12Q: 3 clusters Score -2312956 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2313608.750000 Penalty: 4930.915039
	Iteration 13Q: 3 clusters Score -2313609 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2314188.000000 Penalty: 4930.915039
	Iteration 14Q: 3 clusters Score -2314188 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2314626.750000 Penalty: 4930.915039
	Iteration 15Q: 3 clusters Score -2314627 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2314942.500000 Penalty: 4930.915039
	Iteration 16Q: 3 clusters Score -2314942 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2315146.750000 Penalty: 4930.915039
	Iteration 17Q: 3 clusters Score -2315147 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2315298.500000 Penalty: 4930.915039
	Iteration 18Q: 3 clusters Score -2315298 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2315397.250000 Penalty: 4930.915039
	Iteration 19Q: 3 clusters Score -2315397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2315473.250000 Penalty: 4930.915039
	Iteration 20F: 3 clusters Score -2315473 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2315533.250000 Penalty: 4930.915039
	Iteration 21Q: 3 clusters Score -2315533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2315559.750000 Penalty: 4930.915039
	Iteration 22Q: 3 clusters Score -2315560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2315568.500000 Penalty: 4930.915039
	Iteration 23Q: 3 clusters Score -2315568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2315584.500000 Penalty: 4930.915039
	Iteration 24Q: 3 clusters Score -2315584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2315594.750000 Penalty: 4930.915039
	Iteration 25Q: 3 clusters Score -2315595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2315607.500000 Penalty: 4930.915039
	Iteration 26Q: 3 clusters Score -2315608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2315613.000000 Penalty: 4930.915039
	Iteration 27Q: 3 clusters Score -2315613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2315616.250000 Penalty: 4930.915039
	Iteration 28Q: 3 clusters Score -2315616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2315630.500000 Penalty: 4930.915039
	Iteration 29Q: 3 clusters Score -2315630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2315635.250000 Penalty: 4930.915039
	Iteration 30Q: 3 clusters Score -2315635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2315641.500000 Penalty: 4930.915039
	Iteration 31Q: 3 clusters Score -2315642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2315648.750000 Penalty: 4930.915039
	Iteration 32Q: 3 clusters Score -2315649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2315647.750000 Penalty: 4930.915039
	Iteration 33Q: 3 clusters Score -2315648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2315650.750000 Penalty: 4930.915039
	Iteration 34Q: 3 clusters Score -2315651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2315654.750000 Penalty: 4930.915039
	Iteration 35Q: 3 clusters Score -2315655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2315656.500000 Penalty: 4930.915039
	Iteration 36Q: 3 clusters Score -2315656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2315662.250000 Penalty: 4930.915039
	Iteration 37Q: 3 clusters Score -2315662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2315668.250000 Penalty: 4930.915039
	Iteration 38Q: 3 clusters Score -2315668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2315674.250000 Penalty: 4930.915039
	Iteration 39Q: 3 clusters Score -2315674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2315682.000000 Penalty: 4930.915039
	Iteration 40F: 3 clusters Score -2315682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2315685.000000 Penalty: 4930.915039
	Iteration 41Q: 3 clusters Score -2315685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2315680.000000 Penalty: 4930.915039
	Iteration 42Q: 3 clusters Score -2315680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2315681.750000 Penalty: 4930.915039
	Iteration 43Q: 3 clusters Score -2315682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2315683.750000 Penalty: 4930.915039
	Iteration 44Q: 3 clusters Score -2315684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2315685.000000 Penalty: 4930.915039
	Iteration 45Q: 3 clusters Score -2315685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2315683.500000 Penalty: 4930.915039
	Iteration 46Q: 3 clusters Score -2315684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2315687.750000 Penalty: 4930.915039
	Iteration 47Q: 3 clusters Score -2315688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2315687.750000 Penalty: 4930.915039
	Iteration 48F: 3 clusters Score -2315688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Entering Unmasked Estep 
Score: -13055414.000000 Penalty: 2878.621582
	Iteration 0F: 2 clusters Score -1.305541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -12982032.000000 Penalty: 5757.243164
	Iteration 0F: 3 clusters Score -1.298203e+07 nChanged 52020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -13011660.000000 Penalty: 5757.243164
	Iteration 1F: 3 clusters Score -1.301166e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -13012485.000000 Penalty: 5757.243164
	Iteration 2Q: 3 clusters Score -1.301248e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -13013414.000000 Penalty: 5757.243164
	Iteration 3Q: 3 clusters Score -1.301341e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -13014582.000000 Penalty: 5757.243164
	Iteration 4Q: 3 clusters Score -1.301458e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -13015941.000000 Penalty: 5757.243164
	Iteration 5Q: 3 clusters Score -1.301594e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -13017689.000000 Penalty: 5757.243164
	Iteration 6Q: 3 clusters Score -1.301769e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -13020024.000000 Penalty: 5757.243164
	Iteration 7Q: 3 clusters Score -1.302002e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -13022354.000000 Penalty: 5757.243164
	Iteration 8Q: 3 clusters Score -1.302235e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -13024964.000000 Penalty: 5757.243164
	Iteration 9Q: 3 clusters Score -1.302496e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -13027500.000000 Penalty: 5757.243164
	Iteration 10Q: 3 clusters Score -1.30275e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -13030125.000000 Penalty: 5757.243164
	Iteration 11Q: 3 clusters Score -1.303012e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -13032859.000000 Penalty: 5757.243164
	Iteration 12Q: 3 clusters Score -1.303286e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -13035725.000000 Penalty: 5757.243164
	Iteration 13Q: 3 clusters Score -1.303572e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -13038754.000000 Penalty: 5757.243164
	Iteration 14Q: 3 clusters Score -1.303875e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -13041862.000000 Penalty: 5757.243164
	Iteration 15Q: 3 clusters Score -1.304186e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -13044781.000000 Penalty: 5757.243164
	Iteration 16Q: 3 clusters Score -1.304478e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -13047199.000000 Penalty: 5757.243164
	Iteration 17Q: 3 clusters Score -1.30472e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -13049158.000000 Penalty: 5757.243164
	Iteration 18Q: 3 clusters Score -1.304916e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103166 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -13050537.000000 Penalty: 5757.243164
	Iteration 19Q: 3 clusters Score -1.305054e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -13051490.000000 Penalty: 5757.243164
	Iteration 20F: 3 clusters Score -1.305149e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -13052028.000000 Penalty: 5757.243164
	Iteration 21Q: 3 clusters Score -1.305203e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -13052371.000000 Penalty: 5757.243164
	Iteration 22Q: 3 clusters Score -1.305237e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13052591.000000 Penalty: 5757.243164
	Iteration 23Q: 3 clusters Score -1.305259e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -13052774.000000 Penalty: 5757.243164
	Iteration 24Q: 3 clusters Score -1.305277e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -13052842.000000 Penalty: 5757.243164
	Iteration 25Q: 3 clusters Score -1.305284e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13052963.000000 Penalty: 5757.243164
	Iteration 26Q: 3 clusters Score -1.305296e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13053041.000000 Penalty: 5757.243164
	Iteration 27Q: 3 clusters Score -1.305304e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -13053098.000000 Penalty: 5757.243164
	Iteration 28Q: 3 clusters Score -1.30531e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13053125.000000 Penalty: 5757.243164
	Iteration 29Q: 3 clusters Score -1.305312e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13053138.000000 Penalty: 5757.243164
	Iteration 30Q: 3 clusters Score -1.305314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -13053154.000000 Penalty: 5757.243164
	Iteration 31Q: 3 clusters Score -1.305315e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13053176.000000 Penalty: 5757.243164
	Iteration 32Q: 3 clusters Score -1.305318e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108391 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13053184.000000 Penalty: 5757.243164
	Iteration 33Q: 3 clusters Score -1.305318e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13053217.000000 Penalty: 5757.243164
	Iteration 34Q: 3 clusters Score -1.305322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13053246.000000 Penalty: 5757.243164
	Iteration 35Q: 3 clusters Score -1.305325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108488 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13053266.000000 Penalty: 5757.243164
	Iteration 36Q: 3 clusters Score -1.305327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13053306.000000 Penalty: 5757.243164
	Iteration 37Q: 3 clusters Score -1.305331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13053329.000000 Penalty: 5757.243164
	Iteration 38Q: 3 clusters Score -1.305333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13053364.000000 Penalty: 5757.243164
	Iteration 39Q: 3 clusters Score -1.305336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13053376.000000 Penalty: 5757.243164
	Iteration 40F: 3 clusters Score -1.305338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13053373.000000 Penalty: 5757.243164
	Iteration 41Q: 3 clusters Score -1.305337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13053367.000000 Penalty: 5757.243164
	Iteration 42Q: 3 clusters Score -1.305337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13053379.000000 Penalty: 5757.243164
	Iteration 43Q: 3 clusters Score -1.305338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13053376.000000 Penalty: 5757.243164
	Iteration 44Q: 3 clusters Score -1.305338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -13053392.000000 Penalty: 5757.243164
	Iteration 45Q: 3 clusters Score -1.305339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13053393.000000 Penalty: 5757.243164
	Iteration 46Q: 3 clusters Score -1.305339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13053394.000000 Penalty: 5757.243164
	Iteration 47Q: 3 clusters Score -1.305339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13053403.000000 Penalty: 5757.243164
	Iteration 48Q: 3 clusters Score -1.30534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13053408.000000 Penalty: 5757.243164
	Iteration 49Q: 3 clusters Score -1.305341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13053404.000000 Penalty: 5757.243164
	Iteration 50Q: 3 clusters Score -1.30534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13053411.000000 Penalty: 5757.243164
	Iteration 51Q: 3 clusters Score -1.305341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -13053417.000000 Penalty: 5757.243164
	Iteration 52Q: 3 clusters Score -1.305342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13053418.000000 Penalty: 5757.243164
	Iteration 53Q: 3 clusters Score -1.305342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13053421.000000 Penalty: 5757.243164
	Iteration 54Q: 3 clusters Score -1.305342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -13053425.000000 Penalty: 5757.243164
	Iteration 55Q: 3 clusters Score -1.305342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13053425.000000 Penalty: 5757.243164
	Iteration 56Q: 3 clusters Score -1.305342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13053418.000000 Penalty: 5757.243164
	Iteration 57Q: 3 clusters Score -1.305342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108604 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13053426.000000 Penalty: 5757.243164
	Iteration 58Q: 3 clusters Score -1.305343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13053418.000000 Penalty: 5757.243164
	Iteration 59Q: 3 clusters Score -1.305342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13053425.000000 Penalty: 5757.243164
	Iteration 60F: 3 clusters Score -1.305342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13053428.000000 Penalty: 5757.243164
	Iteration 61Q: 3 clusters Score -1.305343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13053441.000000 Penalty: 5757.243164
	Iteration 62Q: 3 clusters Score -1.305344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13053428.000000 Penalty: 5757.243164
	Iteration 63Q: 3 clusters Score -1.305343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13053430.000000 Penalty: 5757.243164
	Iteration 64Q: 3 clusters Score -1.305343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13053432.000000 Penalty: 5757.243164
	Iteration 65Q: 3 clusters Score -1.305343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13053429.000000 Penalty: 5757.243164
	Iteration 66Q: 3 clusters Score -1.305343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13053429.000000 Penalty: 5757.243164
	Iteration 67Q: 3 clusters Score -1.305343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108604 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13053424.000000 Penalty: 5757.243164
	Iteration 68Q: 3 clusters Score -1.305342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13053429.000000 Penalty: 5757.243164
	Iteration 69Q: 3 clusters Score -1.305343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13053431.000000 Penalty: 5757.243164
	Iteration 70Q: 3 clusters Score -1.305343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13053431.000000 Penalty: 5757.243164
	Iteration 71F: 3 clusters Score -1.305343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Entering Unmasked Estep 
Score: -2424424.500000 Penalty: 2470.375244
	Iteration 0F: 2 clusters Score -2424424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2409508.500000 Penalty: 4940.750488
	Iteration 0F: 3 clusters Score -2409508 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2414856.750000 Penalty: 4940.750488
	Iteration 1F: 3 clusters Score -2414857 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2415349.750000 Penalty: 4940.750488
	Iteration 2F: 3 clusters Score -2415350 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2415788.750000 Penalty: 4940.750488
	Iteration 3Q: 3 clusters Score -2415789 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2416167.250000 Penalty: 4940.750488
	Iteration 4Q: 3 clusters Score -2416167 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2416480.250000 Penalty: 4940.750488
	Iteration 5Q: 3 clusters Score -2416480 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2416781.250000 Penalty: 4940.750488
	Iteration 6Q: 3 clusters Score -2416781 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2417080.750000 Penalty: 4940.750488
	Iteration 7Q: 3 clusters Score -2417081 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2417379.250000 Penalty: 4940.750488
	Iteration 8Q: 3 clusters Score -2417379 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2417740.000000 Penalty: 4940.750488
	Iteration 9Q: 3 clusters Score -2417740 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2418137.750000 Penalty: 4940.750488
	Iteration 10Q: 3 clusters Score -2418138 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2418609.250000 Penalty: 4940.750488
	Iteration 11Q: 3 clusters Score -2418609 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2419105.000000 Penalty: 4940.750488
	Iteration 12Q: 3 clusters Score -2419105 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2419650.750000 Penalty: 4940.750488
	Iteration 13Q: 3 clusters Score -2419651 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2420251.750000 Penalty: 4940.750488
	Iteration 14Q: 3 clusters Score -2420252 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2420844.250000 Penalty: 4940.750488
	Iteration 15Q: 3 clusters Score -2420844 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2421414.750000 Penalty: 4940.750488
	Iteration 16Q: 3 clusters Score -2421415 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2421970.500000 Penalty: 4940.750488
	Iteration 17Q: 3 clusters Score -2421970 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2422428.250000 Penalty: 4940.750488
	Iteration 18Q: 3 clusters Score -2422428 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2422874.500000 Penalty: 4940.750488
	Iteration 19Q: 3 clusters Score -2422874 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2423268.250000 Penalty: 4940.750488
	Iteration 20F: 3 clusters Score -2423268 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2423543.500000 Penalty: 4940.750488
	Iteration 21Q: 3 clusters Score -2423544 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2423702.000000 Penalty: 4940.750488
	Iteration 22Q: 3 clusters Score -2423702 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2423765.750000 Penalty: 4940.750488
	Iteration 23Q: 3 clusters Score -2423766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2423795.000000 Penalty: 4940.750488
	Iteration 24Q: 3 clusters Score -2423795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2423817.750000 Penalty: 4940.750488
	Iteration 25Q: 3 clusters Score -2423818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2423822.750000 Penalty: 4940.750488
	Iteration 26Q: 3 clusters Score -2423823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2423841.000000 Penalty: 4940.750488
	Iteration 27Q: 3 clusters Score -2423841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2423838.250000 Penalty: 4940.750488
	Iteration 28Q: 3 clusters Score -2423838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2423843.000000 Penalty: 4940.750488
	Iteration 29Q: 3 clusters Score -2423843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2423847.750000 Penalty: 4940.750488
	Iteration 30Q: 3 clusters Score -2423848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2423847.000000 Penalty: 4940.750488
	Iteration 31Q: 3 clusters Score -2423847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2423845.000000 Penalty: 4940.750488
	Iteration 32Q: 3 clusters Score -2423845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2423843.500000 Penalty: 4940.750488
	Iteration 33Q: 3 clusters Score -2423844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2423843.500000 Penalty: 4940.750488
	Iteration 34F: 3 clusters Score -2423844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Entering Unmasked Estep 
Score: -2784043.500000 Penalty: 2508.259766
	Iteration 0F: 2 clusters Score -2784044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2766841.500000 Penalty: 5016.519531
	Iteration 0F: 3 clusters Score -2766842 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2773025.250000 Penalty: 5016.519531
	Iteration 1F: 3 clusters Score -2773025 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2773703.250000 Penalty: 5016.519531
	Iteration 2F: 3 clusters Score -2773703 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2774336.000000 Penalty: 5016.519531
	Iteration 3F: 3 clusters Score -2774336 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2774939.750000 Penalty: 5016.519531
	Iteration 4F: 3 clusters Score -2774940 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2775640.750000 Penalty: 5016.519531
	Iteration 5F: 3 clusters Score -2775641 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2776321.250000 Penalty: 5016.519531
	Iteration 6F: 3 clusters Score -2776321 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2776932.250000 Penalty: 5016.519531
	Iteration 7Q: 3 clusters Score -2776932 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2777450.250000 Penalty: 5016.519531
	Iteration 8Q: 3 clusters Score -2777450 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2777889.500000 Penalty: 5016.519531
	Iteration 9Q: 3 clusters Score -2777890 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2778206.750000 Penalty: 5016.519531
	Iteration 10Q: 3 clusters Score -2778207 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2778503.500000 Penalty: 5016.519531
	Iteration 11Q: 3 clusters Score -2778504 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2778756.750000 Penalty: 5016.519531
	Iteration 12Q: 3 clusters Score -2778757 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2778984.750000 Penalty: 5016.519531
	Iteration 13Q: 3 clusters Score -2778985 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2779165.750000 Penalty: 5016.519531
	Iteration 14Q: 3 clusters Score -2779166 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2779344.000000 Penalty: 5016.519531
	Iteration 15Q: 3 clusters Score -2779344 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2779527.500000 Penalty: 5016.519531
	Iteration 16Q: 3 clusters Score -2779528 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2779711.250000 Penalty: 5016.519531
	Iteration 17Q: 3 clusters Score -2779711 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2779895.500000 Penalty: 5016.519531
	Iteration 18Q: 3 clusters Score -2779896 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2780067.500000 Penalty: 5016.519531
	Iteration 19Q: 3 clusters Score -2780068 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2780194.250000 Penalty: 5016.519531
	Iteration 20F: 3 clusters Score -2780194 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2780296.250000 Penalty: 5016.519531
	Iteration 21Q: 3 clusters Score -2780296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2780361.000000 Penalty: 5016.519531
	Iteration 22Q: 3 clusters Score -2780361 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2780415.000000 Penalty: 5016.519531
	Iteration 23Q: 3 clusters Score -2780415 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2780462.500000 Penalty: 5016.519531
	Iteration 24Q: 3 clusters Score -2780462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2780522.750000 Penalty: 5016.519531
	Iteration 25Q: 3 clusters Score -2780523 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2780559.250000 Penalty: 5016.519531
	Iteration 26Q: 3 clusters Score -2780559 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2780601.250000 Penalty: 5016.519531
	Iteration 27Q: 3 clusters Score -2780601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2780626.000000 Penalty: 5016.519531
	Iteration 28Q: 3 clusters Score -2780626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2780656.000000 Penalty: 5016.519531
	Iteration 29Q: 3 clusters Score -2780656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2780683.250000 Penalty: 5016.519531
	Iteration 30Q: 3 clusters Score -2780683 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2780714.250000 Penalty: 5016.519531
	Iteration 31Q: 3 clusters Score -2780714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2780731.000000 Penalty: 5016.519531
	Iteration 32Q: 3 clusters Score -2780731 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2780780.750000 Penalty: 5016.519531
	Iteration 33Q: 3 clusters Score -2780781 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2780809.000000 Penalty: 5016.519531
	Iteration 34Q: 3 clusters Score -2780809 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2780843.250000 Penalty: 5016.519531
	Iteration 35Q: 3 clusters Score -2780843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2780878.250000 Penalty: 5016.519531
	Iteration 36Q: 3 clusters Score -2780878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2780917.750000 Penalty: 5016.519531
	Iteration 37Q: 3 clusters Score -2780918 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2780953.250000 Penalty: 5016.519531
	Iteration 38Q: 3 clusters Score -2780953 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2780977.000000 Penalty: 5016.519531
	Iteration 39Q: 3 clusters Score -2780977 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2781006.500000 Penalty: 5016.519531
	Iteration 40F: 3 clusters Score -2781006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2781026.250000 Penalty: 5016.519531
	Iteration 41Q: 3 clusters Score -2781026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2781055.250000 Penalty: 5016.519531
	Iteration 42Q: 3 clusters Score -2781055 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2781079.250000 Penalty: 5016.519531
	Iteration 43Q: 3 clusters Score -2781079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2781132.000000 Penalty: 5016.519531
	Iteration 44Q: 3 clusters Score -2781132 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2781173.750000 Penalty: 5016.519531
	Iteration 45Q: 3 clusters Score -2781174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2781212.500000 Penalty: 5016.519531
	Iteration 46Q: 3 clusters Score -2781212 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2781245.750000 Penalty: 5016.519531
	Iteration 47Q: 3 clusters Score -2781246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2781300.500000 Penalty: 5016.519531
	Iteration 48Q: 3 clusters Score -2781300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2781336.500000 Penalty: 5016.519531
	Iteration 49Q: 3 clusters Score -2781336 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2781382.000000 Penalty: 5016.519531
	Iteration 50Q: 3 clusters Score -2781382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2781411.500000 Penalty: 5016.519531
	Iteration 51Q: 3 clusters Score -2781412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2781461.750000 Penalty: 5016.519531
	Iteration 52Q: 3 clusters Score -2781462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2781497.750000 Penalty: 5016.519531
	Iteration 53Q: 3 clusters Score -2781498 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2781550.500000 Penalty: 5016.519531
	Iteration 54Q: 3 clusters Score -2781550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2781587.750000 Penalty: 5016.519531
	Iteration 55Q: 3 clusters Score -2781588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2781638.750000 Penalty: 5016.519531
	Iteration 56Q: 3 clusters Score -2781639 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2781695.250000 Penalty: 5016.519531
	Iteration 57Q: 3 clusters Score -2781695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2781729.000000 Penalty: 5016.519531
	Iteration 58Q: 3 clusters Score -2781729 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2781768.750000 Penalty: 5016.519531
	Iteration 59Q: 3 clusters Score -2781769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2781813.750000 Penalty: 5016.519531
	Iteration 60F: 3 clusters Score -2781814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2781847.000000 Penalty: 5016.519531
	Iteration 61Q: 3 clusters Score -2781847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2781888.500000 Penalty: 5016.519531
	Iteration 62Q: 3 clusters Score -2781888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2781917.000000 Penalty: 5016.519531
	Iteration 63Q: 3 clusters Score -2781917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2781928.250000 Penalty: 5016.519531
	Iteration 64Q: 3 clusters Score -2781928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2781955.000000 Penalty: 5016.519531
	Iteration 65Q: 3 clusters Score -2781955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2781970.250000 Penalty: 5016.519531
	Iteration 66Q: 3 clusters Score -2781970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2781982.250000 Penalty: 5016.519531
	Iteration 67Q: 3 clusters Score -2781982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2782008.750000 Penalty: 5016.519531
	Iteration 68Q: 3 clusters Score -2782009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2782026.500000 Penalty: 5016.519531
	Iteration 69Q: 3 clusters Score -2782026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2782047.250000 Penalty: 5016.519531
	Iteration 70Q: 3 clusters Score -2782047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2782066.750000 Penalty: 5016.519531
	Iteration 71Q: 3 clusters Score -2782067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2782090.250000 Penalty: 5016.519531
	Iteration 72Q: 3 clusters Score -2782090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2782107.500000 Penalty: 5016.519531
	Iteration 73Q: 3 clusters Score -2782108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2782119.250000 Penalty: 5016.519531
	Iteration 74Q: 3 clusters Score -2782119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2782133.250000 Penalty: 5016.519531
	Iteration 75Q: 3 clusters Score -2782133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2782137.000000 Penalty: 5016.519531
	Iteration 76Q: 3 clusters Score -2782137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2782146.000000 Penalty: 5016.519531
	Iteration 77Q: 3 clusters Score -2782146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2782154.500000 Penalty: 5016.519531
	Iteration 78Q: 3 clusters Score -2782154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2782158.250000 Penalty: 5016.519531
	Iteration 79Q: 3 clusters Score -2782158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2782160.000000 Penalty: 5016.519531
	Iteration 80F: 3 clusters Score -2782160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2782164.000000 Penalty: 5016.519531
	Iteration 81Q: 3 clusters Score -2782164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2782162.250000 Penalty: 5016.519531
	Iteration 82Q: 3 clusters Score -2782162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2782165.250000 Penalty: 5016.519531
	Iteration 83Q: 3 clusters Score -2782165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2782171.000000 Penalty: 5016.519531
	Iteration 84Q: 3 clusters Score -2782171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2782175.750000 Penalty: 5016.519531
	Iteration 85Q: 3 clusters Score -2782176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2782178.500000 Penalty: 5016.519531
	Iteration 86Q: 3 clusters Score -2782178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2782183.500000 Penalty: 5016.519531
	Iteration 87Q: 3 clusters Score -2782184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2782180.500000 Penalty: 5016.519531
	Iteration 88Q: 3 clusters Score -2782180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2782180.750000 Penalty: 5016.519531
	Iteration 89Q: 3 clusters Score -2782181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2782185.500000 Penalty: 5016.519531
	Iteration 90Q: 3 clusters Score -2782186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2782185.750000 Penalty: 5016.519531
	Iteration 91Q: 3 clusters Score -2782186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2782185.500000 Penalty: 5016.519531
	Iteration 92Q: 3 clusters Score -2782186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2782187.250000 Penalty: 5016.519531
	Iteration 93Q: 3 clusters Score -2782187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2782188.500000 Penalty: 5016.519531
	Iteration 94Q: 3 clusters Score -2782188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2782191.000000 Penalty: 5016.519531
	Iteration 95Q: 3 clusters Score -2782191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2782194.000000 Penalty: 5016.519531
	Iteration 96Q: 3 clusters Score -2782194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2782194.000000 Penalty: 5016.519531
	Iteration 97Q: 3 clusters Score -2782194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2782194.250000 Penalty: 5016.519531
	Iteration 98Q: 3 clusters Score -2782194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2782194.250000 Penalty: 5016.519531
	Iteration 99F: 3 clusters Score -2782194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Entering Unmasked Estep 
Score: -1909457.250000 Penalty: 2403.805908
	Iteration 0F: 2 clusters Score -1909457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1897805.000000 Penalty: 4807.611816
	Iteration 0F: 3 clusters Score -1897805 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1901750.000000 Penalty: 4807.611816
	Iteration 1F: 3 clusters Score -1901750 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1902650.000000 Penalty: 4807.611816
	Iteration 2F: 3 clusters Score -1902650 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1903483.000000 Penalty: 4807.611816
	Iteration 3F: 3 clusters Score -1903483 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1904303.000000 Penalty: 4807.611816
	Iteration 4F: 3 clusters Score -1904303 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1905193.375000 Penalty: 4807.611816
	Iteration 5F: 3 clusters Score -1905193 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1906052.375000 Penalty: 4807.611816
	Iteration 6F: 3 clusters Score -1906052 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1906721.750000 Penalty: 4807.611816
	Iteration 7F: 3 clusters Score -1906722 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1907219.375000 Penalty: 4807.611816
	Iteration 8F: 3 clusters Score -1907219 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1907551.625000 Penalty: 4807.611816
	Iteration 9Q: 3 clusters Score -1907552 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1907809.375000 Penalty: 4807.611816
	Iteration 10Q: 3 clusters Score -1907809 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1907999.625000 Penalty: 4807.611816
	Iteration 11Q: 3 clusters Score -1908000 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1908145.750000 Penalty: 4807.611816
	Iteration 12Q: 3 clusters Score -1908146 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1908286.875000 Penalty: 4807.611816
	Iteration 13Q: 3 clusters Score -1908287 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1908403.375000 Penalty: 4807.611816
	Iteration 14Q: 3 clusters Score -1908403 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1908491.625000 Penalty: 4807.611816
	Iteration 15Q: 3 clusters Score -1908492 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1908563.625000 Penalty: 4807.611816
	Iteration 16Q: 3 clusters Score -1908564 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1908621.500000 Penalty: 4807.611816
	Iteration 17Q: 3 clusters Score -1908622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1908668.875000 Penalty: 4807.611816
	Iteration 18Q: 3 clusters Score -1908669 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1908708.875000 Penalty: 4807.611816
	Iteration 19Q: 3 clusters Score -1908709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1908743.625000 Penalty: 4807.611816
	Iteration 20F: 3 clusters Score -1908744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1908779.000000 Penalty: 4807.611816
	Iteration 21Q: 3 clusters Score -1908779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1908819.125000 Penalty: 4807.611816
	Iteration 22Q: 3 clusters Score -1908819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1908854.750000 Penalty: 4807.611816
	Iteration 23Q: 3 clusters Score -1908855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1908880.000000 Penalty: 4807.611816
	Iteration 24Q: 3 clusters Score -1908880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1908902.875000 Penalty: 4807.611816
	Iteration 25Q: 3 clusters Score -1908903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1908931.500000 Penalty: 4807.611816
	Iteration 26Q: 3 clusters Score -1908932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1908963.500000 Penalty: 4807.611816
	Iteration 27Q: 3 clusters Score -1908964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1909008.750000 Penalty: 4807.611816
	Iteration 28Q: 3 clusters Score -1909009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1909043.375000 Penalty: 4807.611816
	Iteration 29Q: 3 clusters Score -1909043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1909066.500000 Penalty: 4807.611816
	Iteration 30Q: 3 clusters Score -1909066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1909087.750000 Penalty: 4807.611816
	Iteration 31Q: 3 clusters Score -1909088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1909096.125000 Penalty: 4807.611816
	Iteration 32Q: 3 clusters Score -1909096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1909104.125000 Penalty: 4807.611816
	Iteration 33Q: 3 clusters Score -1909104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1909111.750000 Penalty: 4807.611816
	Iteration 34Q: 3 clusters Score -1909112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1909114.625000 Penalty: 4807.611816
	Iteration 35Q: 3 clusters Score -1909115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1909119.000000 Penalty: 4807.611816
	Iteration 36Q: 3 clusters Score -1909119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1909122.875000 Penalty: 4807.611816
	Iteration 37Q: 3 clusters Score -1909123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1909121.500000 Penalty: 4807.611816
	Iteration 38Q: 3 clusters Score -1909122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1909123.125000 Penalty: 4807.611816
	Iteration 39Q: 3 clusters Score -1909123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1909130.125000 Penalty: 4807.611816
	Iteration 40F: 3 clusters Score -1909130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1909129.875000 Penalty: 4807.611816
	Iteration 41Q: 3 clusters Score -1909130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1909129.375000 Penalty: 4807.611816
	Iteration 42Q: 3 clusters Score -1909129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1909137.625000 Penalty: 4807.611816
	Iteration 43Q: 3 clusters Score -1909138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1909142.250000 Penalty: 4807.611816
	Iteration 44Q: 3 clusters Score -1909142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1909139.750000 Penalty: 4807.611816
	Iteration 45Q: 3 clusters Score -1909140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1909141.250000 Penalty: 4807.611816
	Iteration 46Q: 3 clusters Score -1909141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1909148.625000 Penalty: 4807.611816
	Iteration 47Q: 3 clusters Score -1909149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1909151.125000 Penalty: 4807.611816
	Iteration 48Q: 3 clusters Score -1909151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1909154.500000 Penalty: 4807.611816
	Iteration 49Q: 3 clusters Score -1909154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1909154.875000 Penalty: 4807.611816
	Iteration 50Q: 3 clusters Score -1909155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1909158.250000 Penalty: 4807.611816
	Iteration 51Q: 3 clusters Score -1909158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1909155.875000 Penalty: 4807.611816
	Iteration 52Q: 3 clusters Score -1909156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1909158.875000 Penalty: 4807.611816
	Iteration 53Q: 3 clusters Score -1909159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1909160.875000 Penalty: 4807.611816
	Iteration 54Q: 3 clusters Score -1909161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1909157.500000 Penalty: 4807.611816
	Iteration 55Q: 3 clusters Score -1909158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1909161.500000 Penalty: 4807.611816
	Iteration 56Q: 3 clusters Score -1909162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1909162.875000 Penalty: 4807.611816
	Iteration 57Q: 3 clusters Score -1909163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1909161.750000 Penalty: 4807.611816
	Iteration 58Q: 3 clusters Score -1909162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1909160.250000 Penalty: 4807.611816
	Iteration 59Q: 3 clusters Score -1909160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1909161.875000 Penalty: 4807.611816
	Iteration 60F: 3 clusters Score -1909162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1909161.750000 Penalty: 4807.611816
	Iteration 61Q: 3 clusters Score -1909162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1909167.625000 Penalty: 4807.611816
	Iteration 62Q: 3 clusters Score -1909168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1909169.000000 Penalty: 4807.611816
	Iteration 63Q: 3 clusters Score -1909169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1909167.875000 Penalty: 4807.611816
	Iteration 64Q: 3 clusters Score -1909168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1909170.625000 Penalty: 4807.611816
	Iteration 65Q: 3 clusters Score -1909171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1909170.375000 Penalty: 4807.611816
	Iteration 66Q: 3 clusters Score -1909170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1909168.625000 Penalty: 4807.611816
	Iteration 67Q: 3 clusters Score -1909169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1909170.875000 Penalty: 4807.611816
	Iteration 68Q: 3 clusters Score -1909171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1909170.875000 Penalty: 4807.611816
	Iteration 69F: 3 clusters Score -1909171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Entering Unmasked Estep 
Score: -1662478.250000 Penalty: 2378.101562
	Iteration 0F: 2 clusters Score -1662478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1651855.125000 Penalty: 4756.203125
	Iteration 0F: 3 clusters Score -1651855 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1655456.000000 Penalty: 4756.203125
	Iteration 1F: 3 clusters Score -1655456 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1655937.750000 Penalty: 4756.203125
	Iteration 2F: 3 clusters Score -1655938 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1656342.500000 Penalty: 4756.203125
	Iteration 3F: 3 clusters Score -1656342 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1656677.875000 Penalty: 4756.203125
	Iteration 4Q: 3 clusters Score -1656678 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1657000.375000 Penalty: 4756.203125
	Iteration 5Q: 3 clusters Score -1657000 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1657309.000000 Penalty: 4756.203125
	Iteration 6Q: 3 clusters Score -1657309 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1657675.750000 Penalty: 4756.203125
	Iteration 7Q: 3 clusters Score -1657676 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1658145.250000 Penalty: 4756.203125
	Iteration 8Q: 3 clusters Score -1658145 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1658695.500000 Penalty: 4756.203125
	Iteration 9Q: 3 clusters Score -1658696 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1659307.500000 Penalty: 4756.203125
	Iteration 10F: 3 clusters Score -1659308 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1659887.500000 Penalty: 4756.203125
	Iteration 11F: 3 clusters Score -1659888 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1660340.500000 Penalty: 4756.203125
	Iteration 12Q: 3 clusters Score -1660340 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1660678.125000 Penalty: 4756.203125
	Iteration 13Q: 3 clusters Score -1660678 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1660878.625000 Penalty: 4756.203125
	Iteration 14Q: 3 clusters Score -1660879 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1661018.250000 Penalty: 4756.203125
	Iteration 15Q: 3 clusters Score -1661018 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1661111.250000 Penalty: 4756.203125
	Iteration 16Q: 3 clusters Score -1661111 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1661161.250000 Penalty: 4756.203125
	Iteration 17Q: 3 clusters Score -1661161 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1661209.375000 Penalty: 4756.203125
	Iteration 18Q: 3 clusters Score -1661209 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1661240.125000 Penalty: 4756.203125
	Iteration 19Q: 3 clusters Score -1661240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1661269.750000 Penalty: 4756.203125
	Iteration 20F: 3 clusters Score -1661270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1661280.125000 Penalty: 4756.203125
	Iteration 21Q: 3 clusters Score -1661280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1661286.375000 Penalty: 4756.203125
	Iteration 22Q: 3 clusters Score -1661286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1661291.000000 Penalty: 4756.203125
	Iteration 23Q: 3 clusters Score -1661291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1661292.875000 Penalty: 4756.203125
	Iteration 24Q: 3 clusters Score -1661293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1661294.375000 Penalty: 4756.203125
	Iteration 25Q: 3 clusters Score -1661294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1661297.000000 Penalty: 4756.203125
	Iteration 26Q: 3 clusters Score -1661297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1661296.625000 Penalty: 4756.203125
	Iteration 27Q: 3 clusters Score -1661297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1661297.000000 Penalty: 4756.203125
	Iteration 28Q: 3 clusters Score -1661297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1661294.875000 Penalty: 4756.203125
	Iteration 29Q: 3 clusters Score -1661295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1661293.500000 Penalty: 4756.203125
	Iteration 30Q: 3 clusters Score -1661294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1661293.500000 Penalty: 4756.203125
	Iteration 31F: 3 clusters Score -1661294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Entering Unmasked Estep 
Score: -2533919.000000 Penalty: 2488.102539
	Iteration 0F: 2 clusters Score -2533919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2518107.500000 Penalty: 4976.205078
	Iteration 0F: 3 clusters Score -2518108 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2523618.000000 Penalty: 4976.205078
	Iteration 1F: 3 clusters Score -2523618 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2524206.500000 Penalty: 4976.205078
	Iteration 2F: 3 clusters Score -2524206 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2524755.250000 Penalty: 4976.205078
	Iteration 3F: 3 clusters Score -2524755 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2525301.500000 Penalty: 4976.205078
	Iteration 4F: 3 clusters Score -2525302 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2525865.000000 Penalty: 4976.205078
	Iteration 5Q: 3 clusters Score -2525865 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2526471.000000 Penalty: 4976.205078
	Iteration 6Q: 3 clusters Score -2526471 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2527171.250000 Penalty: 4976.205078
	Iteration 7F: 3 clusters Score -2527171 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2527921.500000 Penalty: 4976.205078
	Iteration 8F: 3 clusters Score -2527922 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2528615.750000 Penalty: 4976.205078
	Iteration 9Q: 3 clusters Score -2528616 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2529196.250000 Penalty: 4976.205078
	Iteration 10Q: 3 clusters Score -2529196 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2529577.500000 Penalty: 4976.205078
	Iteration 11Q: 3 clusters Score -2529578 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2529855.500000 Penalty: 4976.205078
	Iteration 12Q: 3 clusters Score -2529856 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2530074.750000 Penalty: 4976.205078
	Iteration 13Q: 3 clusters Score -2530075 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2530272.750000 Penalty: 4976.205078
	Iteration 14Q: 3 clusters Score -2530273 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2530420.500000 Penalty: 4976.205078
	Iteration 15Q: 3 clusters Score -2530420 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2530547.250000 Penalty: 4976.205078
	Iteration 16Q: 3 clusters Score -2530547 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2530629.500000 Penalty: 4976.205078
	Iteration 17Q: 3 clusters Score -2530630 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2530698.750000 Penalty: 4976.205078
	Iteration 18Q: 3 clusters Score -2530699 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2530756.500000 Penalty: 4976.205078
	Iteration 19Q: 3 clusters Score -2530756 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2530816.250000 Penalty: 4976.205078
	Iteration 20F: 3 clusters Score -2530816 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2530868.250000 Penalty: 4976.205078
	Iteration 21Q: 3 clusters Score -2530868 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2530924.000000 Penalty: 4976.205078
	Iteration 22Q: 3 clusters Score -2530924 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2530966.250000 Penalty: 4976.205078
	Iteration 23Q: 3 clusters Score -2530966 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2531015.000000 Penalty: 4976.205078
	Iteration 24Q: 3 clusters Score -2531015 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2531041.500000 Penalty: 4976.205078
	Iteration 25Q: 3 clusters Score -2531042 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2531077.000000 Penalty: 4976.205078
	Iteration 26Q: 3 clusters Score -2531077 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2531109.500000 Penalty: 4976.205078
	Iteration 27Q: 3 clusters Score -2531110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2531132.250000 Penalty: 4976.205078
	Iteration 28Q: 3 clusters Score -2531132 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2531155.250000 Penalty: 4976.205078
	Iteration 29Q: 3 clusters Score -2531155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2531186.500000 Penalty: 4976.205078
	Iteration 30Q: 3 clusters Score -2531186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2531221.500000 Penalty: 4976.205078
	Iteration 31Q: 3 clusters Score -2531222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2531263.250000 Penalty: 4976.205078
	Iteration 32Q: 3 clusters Score -2531263 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2531294.250000 Penalty: 4976.205078
	Iteration 33Q: 3 clusters Score -2531294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2531333.750000 Penalty: 4976.205078
	Iteration 34Q: 3 clusters Score -2531334 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2531377.250000 Penalty: 4976.205078
	Iteration 35Q: 3 clusters Score -2531377 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2531425.250000 Penalty: 4976.205078
	Iteration 36Q: 3 clusters Score -2531425 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2531481.000000 Penalty: 4976.205078
	Iteration 37Q: 3 clusters Score -2531481 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2531512.250000 Penalty: 4976.205078
	Iteration 38Q: 3 clusters Score -2531512 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2531558.750000 Penalty: 4976.205078
	Iteration 39Q: 3 clusters Score -2531559 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2531613.000000 Penalty: 4976.205078
	Iteration 40F: 3 clusters Score -2531613 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2531656.750000 Penalty: 4976.205078
	Iteration 41Q: 3 clusters Score -2531657 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2531695.250000 Penalty: 4976.205078
	Iteration 42Q: 3 clusters Score -2531695 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2531721.500000 Penalty: 4976.205078
	Iteration 43Q: 3 clusters Score -2531722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2531766.000000 Penalty: 4976.205078
	Iteration 44Q: 3 clusters Score -2531766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2531796.750000 Penalty: 4976.205078
	Iteration 45Q: 3 clusters Score -2531797 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2531832.000000 Penalty: 4976.205078
	Iteration 46Q: 3 clusters Score -2531832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2531861.250000 Penalty: 4976.205078
	Iteration 47Q: 3 clusters Score -2531861 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2531891.000000 Penalty: 4976.205078
	Iteration 48Q: 3 clusters Score -2531891 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2531928.500000 Penalty: 4976.205078
	Iteration 49Q: 3 clusters Score -2531928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2531989.500000 Penalty: 4976.205078
	Iteration 50Q: 3 clusters Score -2531990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2532070.000000 Penalty: 4976.205078
	Iteration 51Q: 3 clusters Score -2532070 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2532174.500000 Penalty: 4976.205078
	Iteration 52Q: 3 clusters Score -2532174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2532263.500000 Penalty: 4976.205078
	Iteration 53Q: 3 clusters Score -2532264 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2532354.250000 Penalty: 4976.205078
	Iteration 54Q: 3 clusters Score -2532354 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2532412.750000 Penalty: 4976.205078
	Iteration 55Q: 3 clusters Score -2532413 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2532464.500000 Penalty: 4976.205078
	Iteration 56Q: 3 clusters Score -2532464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2532498.750000 Penalty: 4976.205078
	Iteration 57Q: 3 clusters Score -2532499 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2532519.750000 Penalty: 4976.205078
	Iteration 58Q: 3 clusters Score -2532520 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2532548.250000 Penalty: 4976.205078
	Iteration 59Q: 3 clusters Score -2532548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2532560.250000 Penalty: 4976.205078
	Iteration 60F: 3 clusters Score -2532560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2532588.500000 Penalty: 4976.205078
	Iteration 61Q: 3 clusters Score -2532588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2532604.750000 Penalty: 4976.205078
	Iteration 62Q: 3 clusters Score -2532605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2532615.500000 Penalty: 4976.205078
	Iteration 63Q: 3 clusters Score -2532616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2532617.000000 Penalty: 4976.205078
	Iteration 64Q: 3 clusters Score -2532617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2532623.000000 Penalty: 4976.205078
	Iteration 65Q: 3 clusters Score -2532623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2532639.250000 Penalty: 4976.205078
	Iteration 66Q: 3 clusters Score -2532639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2532655.500000 Penalty: 4976.205078
	Iteration 67Q: 3 clusters Score -2532656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2532665.500000 Penalty: 4976.205078
	Iteration 68Q: 3 clusters Score -2532666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2532680.500000 Penalty: 4976.205078
	Iteration 69Q: 3 clusters Score -2532680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2532703.750000 Penalty: 4976.205078
	Iteration 70Q: 3 clusters Score -2532704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2532750.000000 Penalty: 4976.205078
	Iteration 71Q: 3 clusters Score -2532750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2532790.500000 Penalty: 4976.205078
	Iteration 72Q: 3 clusters Score -2532790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2532856.750000 Penalty: 4976.205078
	Iteration 73Q: 3 clusters Score -2532857 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2532940.500000 Penalty: 4976.205078
	Iteration 74Q: 3 clusters Score -2532940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2533014.000000 Penalty: 4976.205078
	Iteration 75Q: 3 clusters Score -2533014 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2533074.000000 Penalty: 4976.205078
	Iteration 76Q: 3 clusters Score -2533074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2533100.250000 Penalty: 4976.205078
	Iteration 77Q: 3 clusters Score -2533100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2533130.000000 Penalty: 4976.205078
	Iteration 78Q: 3 clusters Score -2533130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2533148.750000 Penalty: 4976.205078
	Iteration 79Q: 3 clusters Score -2533149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2533167.500000 Penalty: 4976.205078
	Iteration 80F: 3 clusters Score -2533168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2533181.250000 Penalty: 4976.205078
	Iteration 81Q: 3 clusters Score -2533181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2533182.000000 Penalty: 4976.205078
	Iteration 82Q: 3 clusters Score -2533182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2533195.750000 Penalty: 4976.205078
	Iteration 83Q: 3 clusters Score -2533196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2533207.250000 Penalty: 4976.205078
	Iteration 84Q: 3 clusters Score -2533207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2533213.250000 Penalty: 4976.205078
	Iteration 85Q: 3 clusters Score -2533213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2533218.250000 Penalty: 4976.205078
	Iteration 86Q: 3 clusters Score -2533218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2533225.250000 Penalty: 4976.205078
	Iteration 87Q: 3 clusters Score -2533225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2533226.500000 Penalty: 4976.205078
	Iteration 88Q: 3 clusters Score -2533226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2533217.750000 Penalty: 4976.205078
	Iteration 89Q: 3 clusters Score -2533218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2533217.500000 Penalty: 4976.205078
	Iteration 90Q: 3 clusters Score -2533218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2533214.500000 Penalty: 4976.205078
	Iteration 91Q: 3 clusters Score -2533214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2533216.000000 Penalty: 4976.205078
	Iteration 92Q: 3 clusters Score -2533216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2533216.000000 Penalty: 4976.205078
	Iteration 93F: 3 clusters Score -2533216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Entering Unmasked Estep 
Score: -14022244.000000 Penalty: 2894.692871
	Iteration 0F: 2 clusters Score -1.402224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -13944033.000000 Penalty: 5789.385742
	Iteration 0F: 3 clusters Score -1.394403e+07 nChanged 55586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -13975911.000000 Penalty: 5789.385742
	Iteration 1F: 3 clusters Score -1.397591e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -13977060.000000 Penalty: 5789.385742
	Iteration 2Q: 3 clusters Score -1.397706e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -13978343.000000 Penalty: 5789.385742
	Iteration 3Q: 3 clusters Score -1.397834e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -13980141.000000 Penalty: 5789.385742
	Iteration 4Q: 3 clusters Score -1.398014e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -13982450.000000 Penalty: 5789.385742
	Iteration 5Q: 3 clusters Score -1.398245e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -13985056.000000 Penalty: 5789.385742
	Iteration 6Q: 3 clusters Score -1.398506e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -13987854.000000 Penalty: 5789.385742
	Iteration 7F: 3 clusters Score -1.398785e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -13990537.000000 Penalty: 5789.385742
	Iteration 8F: 3 clusters Score -1.399054e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -13993209.000000 Penalty: 5789.385742
	Iteration 9Q: 3 clusters Score -1.399321e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -13995812.000000 Penalty: 5789.385742
	Iteration 10Q: 3 clusters Score -1.399581e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -13998237.000000 Penalty: 5789.385742
	Iteration 11Q: 3 clusters Score -1.399824e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -14000994.000000 Penalty: 5789.385742
	Iteration 12Q: 3 clusters Score -1.400099e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -14004042.000000 Penalty: 5789.385742
	Iteration 13Q: 3 clusters Score -1.400404e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -14007544.000000 Penalty: 5789.385742
	Iteration 14Q: 3 clusters Score -1.400754e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -14010816.000000 Penalty: 5789.385742
	Iteration 15Q: 3 clusters Score -1.401082e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -14013649.000000 Penalty: 5789.385742
	Iteration 16Q: 3 clusters Score -1.401365e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -14015848.000000 Penalty: 5789.385742
	Iteration 17Q: 3 clusters Score -1.401585e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 112173 members 
Entering Unmasked Estep 
Score: -14017261.000000 Penalty: 5789.385742
	Iteration 18Q: 3 clusters Score -1.401726e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -14018290.000000 Penalty: 5789.385742
	Iteration 19Q: 3 clusters Score -1.401829e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -14018849.000000 Penalty: 5789.385742
	Iteration 20F: 3 clusters Score -1.401885e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -14019207.000000 Penalty: 5789.385742
	Iteration 21Q: 3 clusters Score -1.401921e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 115735 members 
Entering Unmasked Estep 
Score: -14019432.000000 Penalty: 5789.385742
	Iteration 22Q: 3 clusters Score -1.401943e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -14019546.000000 Penalty: 5789.385742
	Iteration 23Q: 3 clusters Score -1.401955e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -14019603.000000 Penalty: 5789.385742
	Iteration 24Q: 3 clusters Score -1.40196e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -14019676.000000 Penalty: 5789.385742
	Iteration 25Q: 3 clusters Score -1.401968e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -14019711.000000 Penalty: 5789.385742
	Iteration 26Q: 3 clusters Score -1.401971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -14019750.000000 Penalty: 5789.385742
	Iteration 27Q: 3 clusters Score -1.401975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -14019775.000000 Penalty: 5789.385742
	Iteration 28Q: 3 clusters Score -1.401978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -14019791.000000 Penalty: 5789.385742
	Iteration 29Q: 3 clusters Score -1.401979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -14019794.000000 Penalty: 5789.385742
	Iteration 30Q: 3 clusters Score -1.401979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 116431 members 
Entering Unmasked Estep 
Score: -14019809.000000 Penalty: 5789.385742
	Iteration 31Q: 3 clusters Score -1.401981e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 116451 members 
Entering Unmasked Estep 
Score: -14019811.000000 Penalty: 5789.385742
	Iteration 32Q: 3 clusters Score -1.401981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 116464 members 
Entering Unmasked Estep 
Score: -14019807.000000 Penalty: 5789.385742
	Iteration 33Q: 3 clusters Score -1.401981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -14019807.000000 Penalty: 5789.385742
	Iteration 34Q: 3 clusters Score -1.401981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 116497 members 
Entering Unmasked Estep 
Score: -14019826.000000 Penalty: 5789.385742
	Iteration 35Q: 3 clusters Score -1.401983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -14019826.000000 Penalty: 5789.385742
	Iteration 36Q: 3 clusters Score -1.401983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -14019837.000000 Penalty: 5789.385742
	Iteration 37Q: 3 clusters Score -1.401984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 116513 members 
Entering Unmasked Estep 
Score: -14019839.000000 Penalty: 5789.385742
	Iteration 38Q: 3 clusters Score -1.401984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 116520 members 
Entering Unmasked Estep 
Score: -14019841.000000 Penalty: 5789.385742
	Iteration 39Q: 3 clusters Score -1.401984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -14019846.000000 Penalty: 5789.385742
	Iteration 40F: 3 clusters Score -1.401985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -14019850.000000 Penalty: 5789.385742
	Iteration 41Q: 3 clusters Score -1.401985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 116534 members 
Entering Unmasked Estep 
Score: -14019864.000000 Penalty: 5789.385742
	Iteration 42Q: 3 clusters Score -1.401986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -14019860.000000 Penalty: 5789.385742
	Iteration 43Q: 3 clusters Score -1.401986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 116550 members 
Entering Unmasked Estep 
Score: -14019866.000000 Penalty: 5789.385742
	Iteration 44Q: 3 clusters Score -1.401987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -14019878.000000 Penalty: 5789.385742
	Iteration 45Q: 3 clusters Score -1.401988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 116562 members 
Entering Unmasked Estep 
Score: -14019869.000000 Penalty: 5789.385742
	Iteration 46Q: 3 clusters Score -1.401987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -14019880.000000 Penalty: 5789.385742
	Iteration 47Q: 3 clusters Score -1.401988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 116569 members 
Entering Unmasked Estep 
Score: -14019877.000000 Penalty: 5789.385742
	Iteration 48Q: 3 clusters Score -1.401988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 116572 members 
Entering Unmasked Estep 
Score: -14019885.000000 Penalty: 5789.385742
	Iteration 49Q: 3 clusters Score -1.401988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 116574 members 
Entering Unmasked Estep 
Score: -14019893.000000 Penalty: 5789.385742
	Iteration 50Q: 3 clusters Score -1.401989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -14019887.000000 Penalty: 5789.385742
	Iteration 51Q: 3 clusters Score -1.401989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -14019889.000000 Penalty: 5789.385742
	Iteration 52Q: 3 clusters Score -1.401989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 116579 members 
Entering Unmasked Estep 
Score: -14019884.000000 Penalty: 5789.385742
	Iteration 53Q: 3 clusters Score -1.401988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -14019888.000000 Penalty: 5789.385742
	Iteration 54Q: 3 clusters Score -1.401989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -14019884.000000 Penalty: 5789.385742
	Iteration 55Q: 3 clusters Score -1.401988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -14019884.000000 Penalty: 5789.385742
	Iteration 56F: 3 clusters Score -1.401988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -290380.593750 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -290380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -287317.187500 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -287317.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288059.062500 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -288059.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -288352.593750 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -288352.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -288572.093750 Penalty: 3925.106445
	Iteration 3F: 3 clusters Score -288572.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288733.375000 Penalty: 3925.106445
	Iteration 4F: 3 clusters Score -288733.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288894.500000 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -288894.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289005.562500 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -289005.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -289072.000000 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -289072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -289116.156250 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -289116.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -289163.781250 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -289163.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289202.968750 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -289203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -289241.468750 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -289241.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -289295.250000 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -289295.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -289347.687500 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -289347.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -289405.875000 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -289405.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -289454.031250 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -289454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -289486.593750 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -289486.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -289513.281250 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -289513.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -289541.343750 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -289541.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -289563.906250 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -289563.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -289600.437500 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -289600.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -289642.187500 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -289642.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -289692.125000 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -289692.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -289739.312500 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -289739.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -289779.000000 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -289779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -289819.812500 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -289819.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -289843.312500 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -289843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -289860.687500 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -289860.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -289874.625000 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -289874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -289883.781250 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -289883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -289888.750000 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -289888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -289895.562500 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -289895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -289902.593750 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -289902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -289906.562500 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -289906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -289907.468750 Penalty: 3925.106445
	Iteration 34Q: 3 clusters Score -289907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -289909.593750 Penalty: 3925.106445
	Iteration 35Q: 3 clusters Score -289909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -289910.156250 Penalty: 3925.106445
	Iteration 36Q: 3 clusters Score -289910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -289910.156250 Penalty: 3925.106445
	Iteration 37F: 3 clusters Score -289910.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Entering Unmasked Estep 
Score: -8604822.000000 Penalty: 2769.743408
	Iteration 0F: 2 clusters Score -8604822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -8557398.000000 Penalty: 5539.486816
	Iteration 0F: 3 clusters Score -8557398 nChanged 33298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -8575814.000000 Penalty: 5539.486816
	Iteration 1F: 3 clusters Score -8575814 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -8576527.000000 Penalty: 5539.486816
	Iteration 2Q: 3 clusters Score -8576527 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -8577269.000000 Penalty: 5539.486816
	Iteration 3Q: 3 clusters Score -8577269 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -8578211.000000 Penalty: 5539.486816
	Iteration 4Q: 3 clusters Score -8578211 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -8579345.000000 Penalty: 5539.486816
	Iteration 5Q: 3 clusters Score -8579345 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -8580933.000000 Penalty: 5539.486816
	Iteration 6Q: 3 clusters Score -8580933 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8583474.000000 Penalty: 5539.486816
	Iteration 7F: 3 clusters Score -8583474 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -8586889.000000 Penalty: 5539.486816
	Iteration 8F: 3 clusters Score -8586889 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -8590752.000000 Penalty: 5539.486816
	Iteration 9F: 3 clusters Score -8590752 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -8594347.000000 Penalty: 5539.486816
	Iteration 10F: 3 clusters Score -8594347 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -8597037.000000 Penalty: 5539.486816
	Iteration 11Q: 3 clusters Score -8597037 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -8598710.000000 Penalty: 5539.486816
	Iteration 12Q: 3 clusters Score -8598710 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -8599753.000000 Penalty: 5539.486816
	Iteration 13Q: 3 clusters Score -8599753 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -8600455.000000 Penalty: 5539.486816
	Iteration 14Q: 3 clusters Score -8600455 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -8601002.000000 Penalty: 5539.486816
	Iteration 15Q: 3 clusters Score -8601002 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -8601393.000000 Penalty: 5539.486816
	Iteration 16Q: 3 clusters Score -8601393 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -8601752.000000 Penalty: 5539.486816
	Iteration 17Q: 3 clusters Score -8601752 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -8602031.000000 Penalty: 5539.486816
	Iteration 18Q: 3 clusters Score -8602031 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -8602219.000000 Penalty: 5539.486816
	Iteration 19Q: 3 clusters Score -8602219 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -8602355.000000 Penalty: 5539.486816
	Iteration 20F: 3 clusters Score -8602355 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -8602454.000000 Penalty: 5539.486816
	Iteration 21Q: 3 clusters Score -8602454 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -8602555.000000 Penalty: 5539.486816
	Iteration 22Q: 3 clusters Score -8602555 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8602624.000000 Penalty: 5539.486816
	Iteration 23Q: 3 clusters Score -8602624 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -8602660.000000 Penalty: 5539.486816
	Iteration 24Q: 3 clusters Score -8602660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -8602704.000000 Penalty: 5539.486816
	Iteration 25Q: 3 clusters Score -8602704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -8602731.000000 Penalty: 5539.486816
	Iteration 26Q: 3 clusters Score -8602731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -8602756.000000 Penalty: 5539.486816
	Iteration 27Q: 3 clusters Score -8602756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -8602768.000000 Penalty: 5539.486816
	Iteration 28Q: 3 clusters Score -8602768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -8602766.000000 Penalty: 5539.486816
	Iteration 29Q: 3 clusters Score -8602766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -8602786.000000 Penalty: 5539.486816
	Iteration 30Q: 3 clusters Score -8602786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -8602780.000000 Penalty: 5539.486816
	Iteration 31Q: 3 clusters Score -8602780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -8602777.000000 Penalty: 5539.486816
	Iteration 32Q: 3 clusters Score -8602777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -8602786.000000 Penalty: 5539.486816
	Iteration 33Q: 3 clusters Score -8602786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -8602793.000000 Penalty: 5539.486816
	Iteration 34Q: 3 clusters Score -8602793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -8602811.000000 Penalty: 5539.486816
	Iteration 35Q: 3 clusters Score -8602811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -8602811.000000 Penalty: 5539.486816
	Iteration 36Q: 3 clusters Score -8602811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -8602814.000000 Penalty: 5539.486816
	Iteration 37Q: 3 clusters Score -8602814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -8602825.000000 Penalty: 5539.486816
	Iteration 38Q: 3 clusters Score -8602825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -8602831.000000 Penalty: 5539.486816
	Iteration 39Q: 3 clusters Score -8602831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -8602835.000000 Penalty: 5539.486816
	Iteration 40F: 3 clusters Score -8602835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -8602837.000000 Penalty: 5539.486816
	Iteration 41Q: 3 clusters Score -8602837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -8602838.000000 Penalty: 5539.486816
	Iteration 42Q: 3 clusters Score -8602838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -8602846.000000 Penalty: 5539.486816
	Iteration 43Q: 3 clusters Score -8602846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -8602847.000000 Penalty: 5539.486816
	Iteration 44Q: 3 clusters Score -8602847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -8602843.000000 Penalty: 5539.486816
	Iteration 45Q: 3 clusters Score -8602843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -8602853.000000 Penalty: 5539.486816
	Iteration 46Q: 3 clusters Score -8602853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -8602850.000000 Penalty: 5539.486816
	Iteration 47Q: 3 clusters Score -8602850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -8602857.000000 Penalty: 5539.486816
	Iteration 48Q: 3 clusters Score -8602857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8602857.000000 Penalty: 5539.486816
	Iteration 49Q: 3 clusters Score -8602857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8602855.000000 Penalty: 5539.486816
	Iteration 50Q: 3 clusters Score -8602855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -8602858.000000 Penalty: 5539.486816
	Iteration 51Q: 3 clusters Score -8602858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -8602858.000000 Penalty: 5539.486816
	Iteration 52F: 3 clusters Score -8602858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Entering Unmasked Estep 
Score: -1883900.000000 Penalty: 2409.032227
	Iteration 0F: 2 clusters Score -1883900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1872102.750000 Penalty: 4818.064453
	Iteration 0F: 3 clusters Score -1872103 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1875982.375000 Penalty: 4818.064453
	Iteration 1F: 3 clusters Score -1875982 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1876451.250000 Penalty: 4818.064453
	Iteration 2F: 3 clusters Score -1876451 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1876877.000000 Penalty: 4818.064453
	Iteration 3F: 3 clusters Score -1876877 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1877307.500000 Penalty: 4818.064453
	Iteration 4F: 3 clusters Score -1877308 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1877748.125000 Penalty: 4818.064453
	Iteration 5Q: 3 clusters Score -1877748 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1878226.000000 Penalty: 4818.064453
	Iteration 6Q: 3 clusters Score -1878226 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1878733.625000 Penalty: 4818.064453
	Iteration 7Q: 3 clusters Score -1878734 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1879182.000000 Penalty: 4818.064453
	Iteration 8Q: 3 clusters Score -1879182 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1879585.000000 Penalty: 4818.064453
	Iteration 9Q: 3 clusters Score -1879585 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1879910.750000 Penalty: 4818.064453
	Iteration 10Q: 3 clusters Score -1879911 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1880164.250000 Penalty: 4818.064453
	Iteration 11Q: 3 clusters Score -1880164 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1880400.750000 Penalty: 4818.064453
	Iteration 12Q: 3 clusters Score -1880401 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1880588.375000 Penalty: 4818.064453
	Iteration 13Q: 3 clusters Score -1880588 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1880733.250000 Penalty: 4818.064453
	Iteration 14Q: 3 clusters Score -1880733 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1880846.750000 Penalty: 4818.064453
	Iteration 15Q: 3 clusters Score -1880847 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1880940.625000 Penalty: 4818.064453
	Iteration 16Q: 3 clusters Score -1880941 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1881016.625000 Penalty: 4818.064453
	Iteration 17Q: 3 clusters Score -1881017 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1881084.125000 Penalty: 4818.064453
	Iteration 18Q: 3 clusters Score -1881084 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1881134.875000 Penalty: 4818.064453
	Iteration 19Q: 3 clusters Score -1881135 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1881173.750000 Penalty: 4818.064453
	Iteration 20F: 3 clusters Score -1881174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1881210.125000 Penalty: 4818.064453
	Iteration 21Q: 3 clusters Score -1881210 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1881237.500000 Penalty: 4818.064453
	Iteration 22Q: 3 clusters Score -1881238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1881272.875000 Penalty: 4818.064453
	Iteration 23Q: 3 clusters Score -1881273 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1881311.125000 Penalty: 4818.064453
	Iteration 24Q: 3 clusters Score -1881311 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1881346.250000 Penalty: 4818.064453
	Iteration 25Q: 3 clusters Score -1881346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1881363.000000 Penalty: 4818.064453
	Iteration 26Q: 3 clusters Score -1881363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1881381.875000 Penalty: 4818.064453
	Iteration 27Q: 3 clusters Score -1881382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1881395.750000 Penalty: 4818.064453
	Iteration 28Q: 3 clusters Score -1881396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1881411.125000 Penalty: 4818.064453
	Iteration 29Q: 3 clusters Score -1881411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1881419.625000 Penalty: 4818.064453
	Iteration 30Q: 3 clusters Score -1881420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1881426.250000 Penalty: 4818.064453
	Iteration 31Q: 3 clusters Score -1881426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1881438.000000 Penalty: 4818.064453
	Iteration 32Q: 3 clusters Score -1881438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1881445.750000 Penalty: 4818.064453
	Iteration 33Q: 3 clusters Score -1881446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1881455.000000 Penalty: 4818.064453
	Iteration 34Q: 3 clusters Score -1881455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1881457.875000 Penalty: 4818.064453
	Iteration 35Q: 3 clusters Score -1881458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1881465.750000 Penalty: 4818.064453
	Iteration 36Q: 3 clusters Score -1881466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1881478.500000 Penalty: 4818.064453
	Iteration 37Q: 3 clusters Score -1881478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1881485.125000 Penalty: 4818.064453
	Iteration 38Q: 3 clusters Score -1881485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1881493.375000 Penalty: 4818.064453
	Iteration 39Q: 3 clusters Score -1881493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1881509.625000 Penalty: 4818.064453
	Iteration 40F: 3 clusters Score -1881510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1881512.000000 Penalty: 4818.064453
	Iteration 41Q: 3 clusters Score -1881512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1881523.000000 Penalty: 4818.064453
	Iteration 42Q: 3 clusters Score -1881523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1881536.375000 Penalty: 4818.064453
	Iteration 43Q: 3 clusters Score -1881536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1881542.625000 Penalty: 4818.064453
	Iteration 44Q: 3 clusters Score -1881543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1881548.000000 Penalty: 4818.064453
	Iteration 45Q: 3 clusters Score -1881548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1881551.750000 Penalty: 4818.064453
	Iteration 46Q: 3 clusters Score -1881552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1881562.625000 Penalty: 4818.064453
	Iteration 47Q: 3 clusters Score -1881563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1881563.625000 Penalty: 4818.064453
	Iteration 48Q: 3 clusters Score -1881564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1881570.875000 Penalty: 4818.064453
	Iteration 49Q: 3 clusters Score -1881571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1881577.250000 Penalty: 4818.064453
	Iteration 50Q: 3 clusters Score -1881577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1881591.250000 Penalty: 4818.064453
	Iteration 51Q: 3 clusters Score -1881591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1881599.125000 Penalty: 4818.064453
	Iteration 52Q: 3 clusters Score -1881599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1881604.250000 Penalty: 4818.064453
	Iteration 53Q: 3 clusters Score -1881604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1881610.875000 Penalty: 4818.064453
	Iteration 54Q: 3 clusters Score -1881611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1881620.125000 Penalty: 4818.064453
	Iteration 55Q: 3 clusters Score -1881620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1881633.375000 Penalty: 4818.064453
	Iteration 56Q: 3 clusters Score -1881633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1881631.250000 Penalty: 4818.064453
	Iteration 57Q: 3 clusters Score -1881631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1881633.625000 Penalty: 4818.064453
	Iteration 58Q: 3 clusters Score -1881634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1881639.250000 Penalty: 4818.064453
	Iteration 59Q: 3 clusters Score -1881639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1881637.500000 Penalty: 4818.064453
	Iteration 60F: 3 clusters Score -1881638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1881640.125000 Penalty: 4818.064453
	Iteration 61Q: 3 clusters Score -1881640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1881643.375000 Penalty: 4818.064453
	Iteration 62Q: 3 clusters Score -1881643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1881649.250000 Penalty: 4818.064453
	Iteration 63Q: 3 clusters Score -1881649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1881660.750000 Penalty: 4818.064453
	Iteration 64Q: 3 clusters Score -1881661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1881671.750000 Penalty: 4818.064453
	Iteration 65Q: 3 clusters Score -1881672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1881674.625000 Penalty: 4818.064453
	Iteration 66Q: 3 clusters Score -1881675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1881683.500000 Penalty: 4818.064453
	Iteration 67Q: 3 clusters Score -1881684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1881686.125000 Penalty: 4818.064453
	Iteration 68Q: 3 clusters Score -1881686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1881683.750000 Penalty: 4818.064453
	Iteration 69Q: 3 clusters Score -1881684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1881689.500000 Penalty: 4818.064453
	Iteration 70Q: 3 clusters Score -1881690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1881688.000000 Penalty: 4818.064453
	Iteration 71Q: 3 clusters Score -1881688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1881689.750000 Penalty: 4818.064453
	Iteration 72Q: 3 clusters Score -1881690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1881691.875000 Penalty: 4818.064453
	Iteration 73Q: 3 clusters Score -1881692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1881694.625000 Penalty: 4818.064453
	Iteration 74Q: 3 clusters Score -1881695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1881696.375000 Penalty: 4818.064453
	Iteration 75Q: 3 clusters Score -1881696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1881698.750000 Penalty: 4818.064453
	Iteration 76Q: 3 clusters Score -1881699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1881696.750000 Penalty: 4818.064453
	Iteration 77Q: 3 clusters Score -1881697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1881697.500000 Penalty: 4818.064453
	Iteration 78Q: 3 clusters Score -1881698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1881701.375000 Penalty: 4818.064453
	Iteration 79Q: 3 clusters Score -1881701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1881701.125000 Penalty: 4818.064453
	Iteration 80F: 3 clusters Score -1881701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1881702.875000 Penalty: 4818.064453
	Iteration 81Q: 3 clusters Score -1881703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1881697.750000 Penalty: 4818.064453
	Iteration 82Q: 3 clusters Score -1881698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1881706.375000 Penalty: 4818.064453
	Iteration 83Q: 3 clusters Score -1881706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1881704.375000 Penalty: 4818.064453
	Iteration 84Q: 3 clusters Score -1881704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1881703.750000 Penalty: 4818.064453
	Iteration 85Q: 3 clusters Score -1881704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1881704.625000 Penalty: 4818.064453
	Iteration 86Q: 3 clusters Score -1881705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1881704.625000 Penalty: 4818.064453
	Iteration 87F: 3 clusters Score -1881705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -134196.671875 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -134196.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132184.578125 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -132184.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -132721.453125 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -132721.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133049.265625 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -133049.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133252.515625 Penalty: 3533.741211
	Iteration 3F: 3 clusters Score -133252.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -133416.375000 Penalty: 3533.741211
	Iteration 4F: 3 clusters Score -133416.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -133515.765625 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -133515.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -133578.609375 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -133578.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -133623.062500 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -133623.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -133650.750000 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -133650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -133663.843750 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -133663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -133665.328125 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -133665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -133665.984375 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -133666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -133665.984375 Penalty: 3533.741211
	Iteration 12F: 3 clusters Score -133666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Entering Unmasked Estep 
Score: -7154265.500000 Penalty: 2731.184814
	Iteration 0F: 2 clusters Score -7154266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -7113488.000000 Penalty: 5462.369629
	Iteration 0F: 3 clusters Score -7113488 nChanged 28312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7129701.500000 Penalty: 5462.369629
	Iteration 1F: 3 clusters Score -7129702 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -7130653.000000 Penalty: 5462.369629
	Iteration 2Q: 3 clusters Score -7130653 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -7132234.000000 Penalty: 5462.369629
	Iteration 3F: 3 clusters Score -7132234 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -7134375.000000 Penalty: 5462.369629
	Iteration 4F: 3 clusters Score -7134375 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -7137180.000000 Penalty: 5462.369629
	Iteration 5F: 3 clusters Score -7137180 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -7140156.500000 Penalty: 5462.369629
	Iteration 6F: 3 clusters Score -7140156 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -7142976.000000 Penalty: 5462.369629
	Iteration 7F: 3 clusters Score -7142976 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -7145456.000000 Penalty: 5462.369629
	Iteration 8F: 3 clusters Score -7145456 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -7148039.500000 Penalty: 5462.369629
	Iteration 9Q: 3 clusters Score -7148040 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -7150115.000000 Penalty: 5462.369629
	Iteration 10Q: 3 clusters Score -7150115 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -7151130.500000 Penalty: 5462.369629
	Iteration 11Q: 3 clusters Score -7151130 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -7151548.000000 Penalty: 5462.369629
	Iteration 12Q: 3 clusters Score -7151548 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -7151670.000000 Penalty: 5462.369629
	Iteration 13Q: 3 clusters Score -7151670 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -7151753.000000 Penalty: 5462.369629
	Iteration 14Q: 3 clusters Score -7151753 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -7151774.000000 Penalty: 5462.369629
	Iteration 15Q: 3 clusters Score -7151774 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -7151836.000000 Penalty: 5462.369629
	Iteration 16Q: 3 clusters Score -7151836 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -7151895.000000 Penalty: 5462.369629
	Iteration 17Q: 3 clusters Score -7151895 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -7151934.500000 Penalty: 5462.369629
	Iteration 18Q: 3 clusters Score -7151934 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -7151961.500000 Penalty: 5462.369629
	Iteration 19Q: 3 clusters Score -7151962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -7152022.500000 Penalty: 5462.369629
	Iteration 20F: 3 clusters Score -7152022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -7152043.500000 Penalty: 5462.369629
	Iteration 21Q: 3 clusters Score -7152044 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7152065.500000 Penalty: 5462.369629
	Iteration 22Q: 3 clusters Score -7152066 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -7152084.000000 Penalty: 5462.369629
	Iteration 23Q: 3 clusters Score -7152084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -7152096.000000 Penalty: 5462.369629
	Iteration 24Q: 3 clusters Score -7152096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -7152140.500000 Penalty: 5462.369629
	Iteration 25Q: 3 clusters Score -7152140 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -7152211.500000 Penalty: 5462.369629
	Iteration 26Q: 3 clusters Score -7152212 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -7152249.000000 Penalty: 5462.369629
	Iteration 27Q: 3 clusters Score -7152249 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -7152255.000000 Penalty: 5462.369629
	Iteration 28Q: 3 clusters Score -7152255 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -7152291.500000 Penalty: 5462.369629
	Iteration 29Q: 3 clusters Score -7152292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -7152330.500000 Penalty: 5462.369629
	Iteration 30Q: 3 clusters Score -7152330 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -7152377.000000 Penalty: 5462.369629
	Iteration 31Q: 3 clusters Score -7152377 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -7152408.500000 Penalty: 5462.369629
	Iteration 32Q: 3 clusters Score -7152408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -7152431.500000 Penalty: 5462.369629
	Iteration 33Q: 3 clusters Score -7152432 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -7152458.500000 Penalty: 5462.369629
	Iteration 34Q: 3 clusters Score -7152458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -7152483.500000 Penalty: 5462.369629
	Iteration 35Q: 3 clusters Score -7152484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -7152508.000000 Penalty: 5462.369629
	Iteration 36Q: 3 clusters Score -7152508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -7152531.000000 Penalty: 5462.369629
	Iteration 37Q: 3 clusters Score -7152531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -7152569.500000 Penalty: 5462.369629
	Iteration 38Q: 3 clusters Score -7152570 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -7152583.000000 Penalty: 5462.369629
	Iteration 39Q: 3 clusters Score -7152583 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -7152612.500000 Penalty: 5462.369629
	Iteration 40F: 3 clusters Score -7152612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -7152606.000000 Penalty: 5462.369629
	Iteration 41Q: 3 clusters Score -7152606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -7152632.000000 Penalty: 5462.369629
	Iteration 42Q: 3 clusters Score -7152632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7152641.000000 Penalty: 5462.369629
	Iteration 43Q: 3 clusters Score -7152641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -7152638.500000 Penalty: 5462.369629
	Iteration 44Q: 3 clusters Score -7152638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -7152672.500000 Penalty: 5462.369629
	Iteration 45Q: 3 clusters Score -7152672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -7152678.500000 Penalty: 5462.369629
	Iteration 46Q: 3 clusters Score -7152678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -7152677.000000 Penalty: 5462.369629
	Iteration 47Q: 3 clusters Score -7152677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -7152691.000000 Penalty: 5462.369629
	Iteration 48Q: 3 clusters Score -7152691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7152699.000000 Penalty: 5462.369629
	Iteration 49Q: 3 clusters Score -7152699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -7152688.000000 Penalty: 5462.369629
	Iteration 50Q: 3 clusters Score -7152688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -7152717.000000 Penalty: 5462.369629
	Iteration 51Q: 3 clusters Score -7152717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7152704.000000 Penalty: 5462.369629
	Iteration 52Q: 3 clusters Score -7152704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -7152705.000000 Penalty: 5462.369629
	Iteration 53Q: 3 clusters Score -7152705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7152719.000000 Penalty: 5462.369629
	Iteration 54Q: 3 clusters Score -7152719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -7152736.500000 Penalty: 5462.369629
	Iteration 55Q: 3 clusters Score -7152736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7152739.500000 Penalty: 5462.369629
	Iteration 56Q: 3 clusters Score -7152740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -7152730.000000 Penalty: 5462.369629
	Iteration 57Q: 3 clusters Score -7152730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -7152741.000000 Penalty: 5462.369629
	Iteration 58Q: 3 clusters Score -7152741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7152760.500000 Penalty: 5462.369629
	Iteration 59Q: 3 clusters Score -7152760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -7152765.500000 Penalty: 5462.369629
	Iteration 60F: 3 clusters Score -7152766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7152772.500000 Penalty: 5462.369629
	Iteration 61Q: 3 clusters Score -7152772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -7152773.500000 Penalty: 5462.369629
	Iteration 62Q: 3 clusters Score -7152774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7152767.000000 Penalty: 5462.369629
	Iteration 63Q: 3 clusters Score -7152767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7152770.000000 Penalty: 5462.369629
	Iteration 64Q: 3 clusters Score -7152770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -7152771.500000 Penalty: 5462.369629
	Iteration 65Q: 3 clusters Score -7152772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7152785.000000 Penalty: 5462.369629
	Iteration 66Q: 3 clusters Score -7152785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -7152796.000000 Penalty: 5462.369629
	Iteration 67Q: 3 clusters Score -7152796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7152804.000000 Penalty: 5462.369629
	Iteration 68Q: 3 clusters Score -7152804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7152809.000000 Penalty: 5462.369629
	Iteration 69Q: 3 clusters Score -7152809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7152812.000000 Penalty: 5462.369629
	Iteration 70Q: 3 clusters Score -7152812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -7152814.500000 Penalty: 5462.369629
	Iteration 71Q: 3 clusters Score -7152814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7152820.500000 Penalty: 5462.369629
	Iteration 72Q: 3 clusters Score -7152820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7152824.000000 Penalty: 5462.369629
	Iteration 73Q: 3 clusters Score -7152824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7152823.000000 Penalty: 5462.369629
	Iteration 74Q: 3 clusters Score -7152823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7152819.500000 Penalty: 5462.369629
	Iteration 75Q: 3 clusters Score -7152820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -7152816.500000 Penalty: 5462.369629
	Iteration 76Q: 3 clusters Score -7152816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7152820.500000 Penalty: 5462.369629
	Iteration 77Q: 3 clusters Score -7152820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7152823.000000 Penalty: 5462.369629
	Iteration 78Q: 3 clusters Score -7152823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7152825.000000 Penalty: 5462.369629
	Iteration 79Q: 3 clusters Score -7152825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -7152826.500000 Penalty: 5462.369629
	Iteration 80F: 3 clusters Score -7152826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Entering Unmasked Estep 
Score: -19203792.000000 Penalty: 2973.340820
	Iteration 0F: 2 clusters Score -1.920379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -19097600.000000 Penalty: 5946.681641
	Iteration 0F: 3 clusters Score -1.90976e+07 nChanged 77073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 83545 members 
Entering Unmasked Estep 
Score: -19142312.000000 Penalty: 5946.681641
	Iteration 1F: 3 clusters Score -1.914231e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -19143520.000000 Penalty: 5946.681641
	Iteration 2Q: 3 clusters Score -1.914352e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -19145206.000000 Penalty: 5946.681641
	Iteration 3Q: 3 clusters Score -1.914521e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -19147646.000000 Penalty: 5946.681641
	Iteration 4Q: 3 clusters Score -1.914765e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -19151684.000000 Penalty: 5946.681641
	Iteration 5F: 3 clusters Score -1.915168e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -19157866.000000 Penalty: 5946.681641
	Iteration 6F: 3 clusters Score -1.915787e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -19166920.000000 Penalty: 5946.681641
	Iteration 7F: 3 clusters Score -1.916692e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 133608 members 
Entering Unmasked Estep 
Score: -19177616.000000 Penalty: 5946.681641
	Iteration 8F: 3 clusters Score -1.917762e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 144935 members 
Entering Unmasked Estep 
Score: -19188080.000000 Penalty: 5946.681641
	Iteration 9F: 3 clusters Score -1.918808e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -19195342.000000 Penalty: 5946.681641
	Iteration 10F: 3 clusters Score -1.919534e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -19198632.000000 Penalty: 5946.681641
	Iteration 11Q: 3 clusters Score -1.919863e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -19200190.000000 Penalty: 5946.681641
	Iteration 12Q: 3 clusters Score -1.920019e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -19200732.000000 Penalty: 5946.681641
	Iteration 13Q: 3 clusters Score -1.920073e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 160305 members 
Entering Unmasked Estep 
Score: -19200992.000000 Penalty: 5946.681641
	Iteration 14Q: 3 clusters Score -1.920099e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -19201160.000000 Penalty: 5946.681641
	Iteration 15Q: 3 clusters Score -1.920116e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -19201222.000000 Penalty: 5946.681641
	Iteration 16Q: 3 clusters Score -1.920122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 160544 members 
Entering Unmasked Estep 
Score: -19201276.000000 Penalty: 5946.681641
	Iteration 17Q: 3 clusters Score -1.920128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -19201296.000000 Penalty: 5946.681641
	Iteration 18Q: 3 clusters Score -1.92013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 160570 members 
Entering Unmasked Estep 
Score: -19201312.000000 Penalty: 5946.681641
	Iteration 19Q: 3 clusters Score -1.920131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 160580 members 
Entering Unmasked Estep 
Score: -19201322.000000 Penalty: 5946.681641
	Iteration 20F: 3 clusters Score -1.920132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 160591 members 
Entering Unmasked Estep 
Score: -19201334.000000 Penalty: 5946.681641
	Iteration 21Q: 3 clusters Score -1.920133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 160599 members 
Entering Unmasked Estep 
Score: -19201350.000000 Penalty: 5946.681641
	Iteration 22Q: 3 clusters Score -1.920135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -19201348.000000 Penalty: 5946.681641
	Iteration 23Q: 3 clusters Score -1.920135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -19201362.000000 Penalty: 5946.681641
	Iteration 24Q: 3 clusters Score -1.920136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 160610 members 
Entering Unmasked Estep 
Score: -19201366.000000 Penalty: 5946.681641
	Iteration 25Q: 3 clusters Score -1.920137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -19201366.000000 Penalty: 5946.681641
	Iteration 26Q: 3 clusters Score -1.920137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -19201364.000000 Penalty: 5946.681641
	Iteration 27Q: 3 clusters Score -1.920136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -19201374.000000 Penalty: 5946.681641
	Iteration 28Q: 3 clusters Score -1.920137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -19201370.000000 Penalty: 5946.681641
	Iteration 29Q: 3 clusters Score -1.920137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -19201370.000000 Penalty: 5946.681641
	Iteration 30Q: 3 clusters Score -1.920137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -19201366.000000 Penalty: 5946.681641
	Iteration 31Q: 3 clusters Score -1.920137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 160623 members 
Entering Unmasked Estep 
Score: -19201364.000000 Penalty: 5946.681641
	Iteration 32Q: 3 clusters Score -1.920136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -19201366.000000 Penalty: 5946.681641
	Iteration 33Q: 3 clusters Score -1.920137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -19201366.000000 Penalty: 5946.681641
	Iteration 34Q: 3 clusters Score -1.920137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -19201366.000000 Penalty: 5946.681641
	Iteration 35F: 3 clusters Score -1.920137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36413.902344 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36413.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36576.140625 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36576.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36655.558594 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -36655.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36714.539062 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36714.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36742.203125 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36745.074219 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -36745.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36745.074219 Penalty: 2938.430908
	Iteration 6F: 3 clusters Score -36745.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Entering Unmasked Estep 
Score: -4302390.000000 Penalty: 2603.702637
	Iteration 0F: 2 clusters Score -4302390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4277846.000000 Penalty: 5207.405273
	Iteration 0F: 3 clusters Score -4277846 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4286837.500000 Penalty: 5207.405273
	Iteration 1F: 3 clusters Score -4286838 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4287440.500000 Penalty: 5207.405273
	Iteration 2Q: 3 clusters Score -4287440 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4288063.500000 Penalty: 5207.405273
	Iteration 3Q: 3 clusters Score -4288064 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4288822.000000 Penalty: 5207.405273
	Iteration 4Q: 3 clusters Score -4288822 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4289684.000000 Penalty: 5207.405273
	Iteration 5Q: 3 clusters Score -4289684 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4290899.500000 Penalty: 5207.405273
	Iteration 6F: 3 clusters Score -4290900 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -4292387.500000 Penalty: 5207.405273
	Iteration 7F: 3 clusters Score -4292388 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4294348.000000 Penalty: 5207.405273
	Iteration 8F: 3 clusters Score -4294348 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4296316.500000 Penalty: 5207.405273
	Iteration 9F: 3 clusters Score -4296316 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4297844.000000 Penalty: 5207.405273
	Iteration 10Q: 3 clusters Score -4297844 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4298873.500000 Penalty: 5207.405273
	Iteration 11Q: 3 clusters Score -4298874 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4299453.500000 Penalty: 5207.405273
	Iteration 12Q: 3 clusters Score -4299454 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4299733.500000 Penalty: 5207.405273
	Iteration 13Q: 3 clusters Score -4299734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4299857.500000 Penalty: 5207.405273
	Iteration 14Q: 3 clusters Score -4299858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4299956.000000 Penalty: 5207.405273
	Iteration 15Q: 3 clusters Score -4299956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4299993.500000 Penalty: 5207.405273
	Iteration 16Q: 3 clusters Score -4299994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4300030.500000 Penalty: 5207.405273
	Iteration 17Q: 3 clusters Score -4300030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4300053.000000 Penalty: 5207.405273
	Iteration 18Q: 3 clusters Score -4300053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4300060.500000 Penalty: 5207.405273
	Iteration 19Q: 3 clusters Score -4300060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4300067.500000 Penalty: 5207.405273
	Iteration 20F: 3 clusters Score -4300068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4300071.000000 Penalty: 5207.405273
	Iteration 21Q: 3 clusters Score -4300071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4300073.000000 Penalty: 5207.405273
	Iteration 22Q: 3 clusters Score -4300073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4300073.000000 Penalty: 5207.405273
	Iteration 23F: 3 clusters Score -4300073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (237509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237509 members 
Entering Unmasked Estep 
Score: -27873332.000000 Penalty: 3069.734375
	Iteration 0F: 2 clusters Score -2.787333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 118566 members 
Entering Unmasked Estep 
Score: -27714376.000000 Penalty: 6139.468750
	Iteration 0F: 3 clusters Score -2.771438e+07 nChanged 114236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 116484 members 
Entering Unmasked Estep 
Score: -27782962.000000 Penalty: 6139.468750
	Iteration 1F: 3 clusters Score -2.778296e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 115515 members 
Entering Unmasked Estep 
Score: -27784608.000000 Penalty: 6139.468750
	Iteration 2Q: 3 clusters Score -2.778461e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123472 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -27786132.000000 Penalty: 6139.468750
	Iteration 3Q: 3 clusters Score -2.778613e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -27788206.000000 Penalty: 6139.468750
	Iteration 4Q: 3 clusters Score -2.778821e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128881 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -27790808.000000 Penalty: 6139.468750
	Iteration 5Q: 3 clusters Score -2.779081e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133644 members 
Mstep: Class 2 contains 103865 members 
Entering Unmasked Estep 
Score: -27794032.000000 Penalty: 6139.468750
	Iteration 6Q: 3 clusters Score -2.779403e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140150 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -27798390.000000 Penalty: 6139.468750
	Iteration 7Q: 3 clusters Score -2.779839e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148601 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -27804702.000000 Penalty: 6139.468750
	Iteration 8Q: 3 clusters Score -2.78047e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -27813066.000000 Penalty: 6139.468750
	Iteration 9F: 3 clusters Score -2.781307e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -27822594.000000 Penalty: 6139.468750
	Iteration 10F: 3 clusters Score -2.782259e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177760 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -27831132.000000 Penalty: 6139.468750
	Iteration 11F: 3 clusters Score -2.783113e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -27837246.000000 Penalty: 6139.468750
	Iteration 12Q: 3 clusters Score -2.783725e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191484 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -27841146.000000 Penalty: 6139.468750
	Iteration 13Q: 3 clusters Score -2.784115e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197240 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -27844290.000000 Penalty: 6139.468750
	Iteration 14Q: 3 clusters Score -2.784429e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202909 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -27847000.000000 Penalty: 6139.468750
	Iteration 15Q: 3 clusters Score -2.7847e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208397 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -27850116.000000 Penalty: 6139.468750
	Iteration 16Q: 3 clusters Score -2.785012e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213611 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -27853118.000000 Penalty: 6139.468750
	Iteration 17Q: 3 clusters Score -2.785312e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218566 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -27856420.000000 Penalty: 6139.468750
	Iteration 18Q: 3 clusters Score -2.785642e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223076 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -27859552.000000 Penalty: 6139.468750
	Iteration 19Q: 3 clusters Score -2.785955e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226913 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -27862274.000000 Penalty: 6139.468750
	Iteration 20F: 3 clusters Score -2.786227e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230143 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -27864942.000000 Penalty: 6139.468750
	Iteration 21Q: 3 clusters Score -2.786494e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232762 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -27867052.000000 Penalty: 6139.468750
	Iteration 22Q: 3 clusters Score -2.786705e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234687 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -27868504.000000 Penalty: 6139.468750
	Iteration 23Q: 3 clusters Score -2.78685e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235922 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -27869520.000000 Penalty: 6139.468750
	Iteration 24Q: 3 clusters Score -2.786952e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236551 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -27870036.000000 Penalty: 6139.468750
	Iteration 25Q: 3 clusters Score -2.787004e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236837 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -27870260.000000 Penalty: 6139.468750
	Iteration 26Q: 3 clusters Score -2.787026e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236982 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -27870440.000000 Penalty: 6139.468750
	Iteration 27Q: 3 clusters Score -2.787044e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237053 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27870530.000000 Penalty: 6139.468750
	Iteration 28Q: 3 clusters Score -2.787053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237086 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -27870588.000000 Penalty: 6139.468750
	Iteration 29Q: 3 clusters Score -2.787059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237109 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27870620.000000 Penalty: 6139.468750
	Iteration 30Q: 3 clusters Score -2.787062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237121 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -27870624.000000 Penalty: 6139.468750
	Iteration 31Q: 3 clusters Score -2.787062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237133 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27870646.000000 Penalty: 6139.468750
	Iteration 32Q: 3 clusters Score -2.787065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237141 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27870662.000000 Penalty: 6139.468750
	Iteration 33Q: 3 clusters Score -2.787066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237150 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27870666.000000 Penalty: 6139.468750
	Iteration 34Q: 3 clusters Score -2.787067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237156 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27870672.000000 Penalty: 6139.468750
	Iteration 35Q: 3 clusters Score -2.787067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237166 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27870688.000000 Penalty: 6139.468750
	Iteration 36Q: 3 clusters Score -2.787069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237169 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27870690.000000 Penalty: 6139.468750
	Iteration 37Q: 3 clusters Score -2.787069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27870726.000000 Penalty: 6139.468750
	Iteration 38Q: 3 clusters Score -2.787073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27870740.000000 Penalty: 6139.468750
	Iteration 39Q: 3 clusters Score -2.787074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27870734.000000 Penalty: 6139.468750
	Iteration 40F: 3 clusters Score -2.787073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237181 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27870724.000000 Penalty: 6139.468750
	Iteration 41Q: 3 clusters Score -2.787072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237182 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27870726.000000 Penalty: 6139.468750
	Iteration 42Q: 3 clusters Score -2.787073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237182 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27870726.000000 Penalty: 6139.468750
	Iteration 43F: 3 clusters Score -2.787073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -458823.375000 Penalty: 2067.365479
	Iteration 0F: 2 clusters Score -458823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -454910.687500 Penalty: 4134.730957
	Iteration 0F: 3 clusters Score -454910.7 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -455866.625000 Penalty: 4134.730957
	Iteration 1F: 3 clusters Score -455866.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -456246.906250 Penalty: 4134.730957
	Iteration 2F: 3 clusters Score -456246.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -456563.812500 Penalty: 4134.730957
	Iteration 3F: 3 clusters Score -456563.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -456799.937500 Penalty: 4134.730957
	Iteration 4F: 3 clusters Score -456799.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -456995.562500 Penalty: 4134.730957
	Iteration 5Q: 3 clusters Score -456995.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -457243.781250 Penalty: 4134.730957
	Iteration 6F: 3 clusters Score -457243.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -457544.468750 Penalty: 4134.730957
	Iteration 7F: 3 clusters Score -457544.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -457886.500000 Penalty: 4134.730957
	Iteration 8F: 3 clusters Score -457886.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -458273.031250 Penalty: 4134.730957
	Iteration 9F: 3 clusters Score -458273 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -458587.000000 Penalty: 4134.730957
	Iteration 10F: 3 clusters Score -458587 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -458787.500000 Penalty: 4134.730957
	Iteration 11Q: 3 clusters Score -458787.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -458861.687500 Penalty: 4134.730957
	Iteration 12Q: 3 clusters Score -458861.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -458897.656250 Penalty: 4134.730957
	Iteration 13Q: 3 clusters Score -458897.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -458918.812500 Penalty: 4134.730957
	Iteration 14Q: 3 clusters Score -458918.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -458928.406250 Penalty: 4134.730957
	Iteration 15Q: 3 clusters Score -458928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -458935.781250 Penalty: 4134.730957
	Iteration 16Q: 3 clusters Score -458935.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -458941.093750 Penalty: 4134.730957
	Iteration 17Q: 3 clusters Score -458941.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -458942.500000 Penalty: 4134.730957
	Iteration 18Q: 3 clusters Score -458942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -458942.843750 Penalty: 4134.730957
	Iteration 19Q: 3 clusters Score -458942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -458945.218750 Penalty: 4134.730957
	Iteration 20F: 3 clusters Score -458945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -458947.375000 Penalty: 4134.730957
	Iteration 21Q: 3 clusters Score -458947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -458949.750000 Penalty: 4134.730957
	Iteration 22Q: 3 clusters Score -458949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -458951.718750 Penalty: 4134.730957
	Iteration 23Q: 3 clusters Score -458951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -458952.625000 Penalty: 4134.730957
	Iteration 24Q: 3 clusters Score -458952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -458953.843750 Penalty: 4134.730957
	Iteration 25Q: 3 clusters Score -458953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -458953.906250 Penalty: 4134.730957
	Iteration 26Q: 3 clusters Score -458953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -458953.906250 Penalty: 4134.730957
	Iteration 27F: 3 clusters Score -458953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24685 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16545 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237509 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164333 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96194 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16376 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82293 members 
Mstep: Class 30 contains 29238 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10382 members 
Mstep: Class 34 contains 2820 members 
Entering Unmasked Estep 
Score: -205572960.000000 Penalty: 121378.507812
Splitting cluster 18 changes total score from -205574320.000000 to -205572960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (17337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Entering Unmasked Estep 
Score: -1987357.750000 Penalty: 2420.628418
	Iteration 0F: 2 clusters Score -1987358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1975151.375000 Penalty: 4841.256836
	Iteration 0F: 3 clusters Score -1975151 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1979204.500000 Penalty: 4841.256836
	Iteration 1F: 3 clusters Score -1979204 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1979754.250000 Penalty: 4841.256836
	Iteration 2F: 3 clusters Score -1979754 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1980234.125000 Penalty: 4841.256836
	Iteration 3F: 3 clusters Score -1980234 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1980663.125000 Penalty: 4841.256836
	Iteration 4F: 3 clusters Score -1980663 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1981036.250000 Penalty: 4841.256836
	Iteration 5Q: 3 clusters Score -1981036 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1981408.500000 Penalty: 4841.256836
	Iteration 6Q: 3 clusters Score -1981408 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1981763.375000 Penalty: 4841.256836
	Iteration 7Q: 3 clusters Score -1981763 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1982152.125000 Penalty: 4841.256836
	Iteration 8Q: 3 clusters Score -1982152 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1982549.875000 Penalty: 4841.256836
	Iteration 9Q: 3 clusters Score -1982550 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1982949.750000 Penalty: 4841.256836
	Iteration 10Q: 3 clusters Score -1982950 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1983351.000000 Penalty: 4841.256836
	Iteration 11Q: 3 clusters Score -1983351 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1983718.875000 Penalty: 4841.256836
	Iteration 12Q: 3 clusters Score -1983719 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1984064.125000 Penalty: 4841.256836
	Iteration 13Q: 3 clusters Score -1984064 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1984407.250000 Penalty: 4841.256836
	Iteration 14Q: 3 clusters Score -1984407 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1984703.375000 Penalty: 4841.256836
	Iteration 15Q: 3 clusters Score -1984703 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1984955.875000 Penalty: 4841.256836
	Iteration 16Q: 3 clusters Score -1984956 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1985156.125000 Penalty: 4841.256836
	Iteration 17Q: 3 clusters Score -1985156 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1985293.625000 Penalty: 4841.256836
	Iteration 18Q: 3 clusters Score -1985294 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1985414.625000 Penalty: 4841.256836
	Iteration 19Q: 3 clusters Score -1985415 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1985484.625000 Penalty: 4841.256836
	Iteration 20F: 3 clusters Score -1985485 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1985536.750000 Penalty: 4841.256836
	Iteration 21Q: 3 clusters Score -1985537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1985582.875000 Penalty: 4841.256836
	Iteration 22Q: 3 clusters Score -1985583 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1985612.750000 Penalty: 4841.256836
	Iteration 23Q: 3 clusters Score -1985613 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1985643.875000 Penalty: 4841.256836
	Iteration 24Q: 3 clusters Score -1985644 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1985676.125000 Penalty: 4841.256836
	Iteration 25Q: 3 clusters Score -1985676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1985712.750000 Penalty: 4841.256836
	Iteration 26Q: 3 clusters Score -1985713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1985735.500000 Penalty: 4841.256836
	Iteration 27Q: 3 clusters Score -1985736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1985756.500000 Penalty: 4841.256836
	Iteration 28Q: 3 clusters Score -1985756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1985763.750000 Penalty: 4841.256836
	Iteration 29Q: 3 clusters Score -1985764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1985775.625000 Penalty: 4841.256836
	Iteration 30Q: 3 clusters Score -1985776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1985788.250000 Penalty: 4841.256836
	Iteration 31Q: 3 clusters Score -1985788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1985797.250000 Penalty: 4841.256836
	Iteration 32Q: 3 clusters Score -1985797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1985805.375000 Penalty: 4841.256836
	Iteration 33Q: 3 clusters Score -1985805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1985809.625000 Penalty: 4841.256836
	Iteration 34Q: 3 clusters Score -1985810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1985808.000000 Penalty: 4841.256836
	Iteration 35Q: 3 clusters Score -1985808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1985813.375000 Penalty: 4841.256836
	Iteration 36Q: 3 clusters Score -1985813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1985818.500000 Penalty: 4841.256836
	Iteration 37Q: 3 clusters Score -1985818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1985820.375000 Penalty: 4841.256836
	Iteration 38Q: 3 clusters Score -1985820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1985819.875000 Penalty: 4841.256836
	Iteration 39Q: 3 clusters Score -1985820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1985823.000000 Penalty: 4841.256836
	Iteration 40F: 3 clusters Score -1985823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1985823.000000 Penalty: 4841.256836
	Iteration 41Q: 3 clusters Score -1985823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1985824.000000 Penalty: 4841.256836
	Iteration 42Q: 3 clusters Score -1985824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1985828.500000 Penalty: 4841.256836
	Iteration 43Q: 3 clusters Score -1985828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1985830.250000 Penalty: 4841.256836
	Iteration 44Q: 3 clusters Score -1985830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1985827.500000 Penalty: 4841.256836
	Iteration 45Q: 3 clusters Score -1985828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1985826.000000 Penalty: 4841.256836
	Iteration 46Q: 3 clusters Score -1985826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1985825.000000 Penalty: 4841.256836
	Iteration 47Q: 3 clusters Score -1985825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1985830.750000 Penalty: 4841.256836
	Iteration 48Q: 3 clusters Score -1985831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1985827.625000 Penalty: 4841.256836
	Iteration 49Q: 3 clusters Score -1985828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1985831.250000 Penalty: 4841.256836
	Iteration 50Q: 3 clusters Score -1985831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1985833.000000 Penalty: 4841.256836
	Iteration 51Q: 3 clusters Score -1985833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1985835.750000 Penalty: 4841.256836
	Iteration 52Q: 3 clusters Score -1985836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1985837.625000 Penalty: 4841.256836
	Iteration 53Q: 3 clusters Score -1985838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1985837.125000 Penalty: 4841.256836
	Iteration 54Q: 3 clusters Score -1985837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1985838.375000 Penalty: 4841.256836
	Iteration 55Q: 3 clusters Score -1985838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1985838.000000 Penalty: 4841.256836
	Iteration 56Q: 3 clusters Score -1985838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1985839.250000 Penalty: 4841.256836
	Iteration 57Q: 3 clusters Score -1985839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1985837.000000 Penalty: 4841.256836
	Iteration 58Q: 3 clusters Score -1985837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1985838.625000 Penalty: 4841.256836
	Iteration 59Q: 3 clusters Score -1985839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1985839.875000 Penalty: 4841.256836
	Iteration 60F: 3 clusters Score -1985840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164333 members 
Entering Unmasked Estep 
Score: -19686852.000000 Penalty: 2978.393311
	Iteration 0F: 2 clusters Score -1.968685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -19578570.000000 Penalty: 5956.786621
	Iteration 0F: 3 clusters Score -1.957857e+07 nChanged 78653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -19624800.000000 Penalty: 5956.786621
	Iteration 1F: 3 clusters Score -1.96248e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -19626102.000000 Penalty: 5956.786621
	Iteration 2Q: 3 clusters Score -1.96261e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -19627674.000000 Penalty: 5956.786621
	Iteration 3Q: 3 clusters Score -1.962767e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -19630046.000000 Penalty: 5956.786621
	Iteration 4Q: 3 clusters Score -1.963005e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -19633888.000000 Penalty: 5956.786621
	Iteration 5F: 3 clusters Score -1.963389e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -19640154.000000 Penalty: 5956.786621
	Iteration 6F: 3 clusters Score -1.964015e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 122496 members 
Entering Unmasked Estep 
Score: -19649042.000000 Penalty: 5956.786621
	Iteration 7F: 3 clusters Score -1.964904e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -19660454.000000 Penalty: 5956.786621
	Iteration 8F: 3 clusters Score -1.966045e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 146771 members 
Entering Unmasked Estep 
Score: -19671002.000000 Penalty: 5956.786621
	Iteration 9F: 3 clusters Score -1.9671e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 154712 members 
Entering Unmasked Estep 
Score: -19677920.000000 Penalty: 5956.786621
	Iteration 10Q: 3 clusters Score -1.967792e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 159137 members 
Entering Unmasked Estep 
Score: -19681250.000000 Penalty: 5956.786621
	Iteration 11Q: 3 clusters Score -1.968125e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -19682914.000000 Penalty: 5956.786621
	Iteration 12Q: 3 clusters Score -1.968291e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 162374 members 
Entering Unmasked Estep 
Score: -19683630.000000 Penalty: 5956.786621
	Iteration 13Q: 3 clusters Score -1.968363e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 162875 members 
Entering Unmasked Estep 
Score: -19683896.000000 Penalty: 5956.786621
	Iteration 14Q: 3 clusters Score -1.96839e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -19684086.000000 Penalty: 5956.786621
	Iteration 15Q: 3 clusters Score -1.968409e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -19684180.000000 Penalty: 5956.786621
	Iteration 16Q: 3 clusters Score -1.968418e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -19684234.000000 Penalty: 5956.786621
	Iteration 17Q: 3 clusters Score -1.968423e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -19684288.000000 Penalty: 5956.786621
	Iteration 18Q: 3 clusters Score -1.968429e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 163511 members 
Entering Unmasked Estep 
Score: -19684310.000000 Penalty: 5956.786621
	Iteration 19Q: 3 clusters Score -1.968431e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 163548 members 
Entering Unmasked Estep 
Score: -19684390.000000 Penalty: 5956.786621
	Iteration 20F: 3 clusters Score -1.968439e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -19684392.000000 Penalty: 5956.786621
	Iteration 21Q: 3 clusters Score -1.968439e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -19684408.000000 Penalty: 5956.786621
	Iteration 22Q: 3 clusters Score -1.968441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 163617 members 
Entering Unmasked Estep 
Score: -19684422.000000 Penalty: 5956.786621
	Iteration 23Q: 3 clusters Score -1.968442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -19684426.000000 Penalty: 5956.786621
	Iteration 24Q: 3 clusters Score -1.968443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -19684422.000000 Penalty: 5956.786621
	Iteration 25Q: 3 clusters Score -1.968442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 163655 members 
Entering Unmasked Estep 
Score: -19684430.000000 Penalty: 5956.786621
	Iteration 26Q: 3 clusters Score -1.968443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 163664 members 
Entering Unmasked Estep 
Score: -19684438.000000 Penalty: 5956.786621
	Iteration 27Q: 3 clusters Score -1.968444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 163668 members 
Entering Unmasked Estep 
Score: -19684448.000000 Penalty: 5956.786621
	Iteration 28Q: 3 clusters Score -1.968445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -19684452.000000 Penalty: 5956.786621
	Iteration 29Q: 3 clusters Score -1.968445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -19684454.000000 Penalty: 5956.786621
	Iteration 30Q: 3 clusters Score -1.968445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -19684468.000000 Penalty: 5956.786621
	Iteration 31Q: 3 clusters Score -1.968447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 163683 members 
Entering Unmasked Estep 
Score: -19684480.000000 Penalty: 5956.786621
	Iteration 32Q: 3 clusters Score -1.968448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -19684470.000000 Penalty: 5956.786621
	Iteration 33Q: 3 clusters Score -1.968447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -19684470.000000 Penalty: 5956.786621
	Iteration 34Q: 3 clusters Score -1.968447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 163691 members 
Entering Unmasked Estep 
Score: -19684474.000000 Penalty: 5956.786621
	Iteration 35Q: 3 clusters Score -1.968447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 163693 members 
Entering Unmasked Estep 
Score: -19684470.000000 Penalty: 5956.786621
	Iteration 36Q: 3 clusters Score -1.968447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -19684468.000000 Penalty: 5956.786621
	Iteration 37Q: 3 clusters Score -1.968447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -19684466.000000 Penalty: 5956.786621
	Iteration 38Q: 3 clusters Score -1.968447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 163696 members 
Entering Unmasked Estep 
Score: -19684462.000000 Penalty: 5956.786621
	Iteration 39Q: 3 clusters Score -1.968446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 163700 members 
Entering Unmasked Estep 
Score: -19684452.000000 Penalty: 5956.786621
	Iteration 40F: 3 clusters Score -1.968445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 163704 members 
Entering Unmasked Estep 
Score: -19684460.000000 Penalty: 5956.786621
	Iteration 41Q: 3 clusters Score -1.968446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 163704 members 
Entering Unmasked Estep 
Score: -19684460.000000 Penalty: 5956.786621
	Iteration 42F: 3 clusters Score -1.968446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169683 members 
Entering Unmasked Estep 
Score: -20352506.000000 Penalty: 2986.338379
	Iteration 0F: 2 clusters Score -2.035251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -20240274.000000 Penalty: 5972.676758
	Iteration 0F: 3 clusters Score -2.024027e+07 nChanged 81251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -20288390.000000 Penalty: 5972.676758
	Iteration 1F: 3 clusters Score -2.028839e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -20290134.000000 Penalty: 5972.676758
	Iteration 2Q: 3 clusters Score -2.029013e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -20292140.000000 Penalty: 5972.676758
	Iteration 3Q: 3 clusters Score -2.029214e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -20295086.000000 Penalty: 5972.676758
	Iteration 4Q: 3 clusters Score -2.029509e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -20298392.000000 Penalty: 5972.676758
	Iteration 5Q: 3 clusters Score -2.029839e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -20301968.000000 Penalty: 5972.676758
	Iteration 6F: 3 clusters Score -2.030197e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -20306070.000000 Penalty: 5972.676758
	Iteration 7F: 3 clusters Score -2.030607e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -20310424.000000 Penalty: 5972.676758
	Iteration 8F: 3 clusters Score -2.031042e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -20315870.000000 Penalty: 5972.676758
	Iteration 9F: 3 clusters Score -2.031587e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132327 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -20322182.000000 Penalty: 5972.676758
	Iteration 10F: 3 clusters Score -2.032218e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -20329198.000000 Penalty: 5972.676758
	Iteration 11F: 3 clusters Score -2.03292e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -20336676.000000 Penalty: 5972.676758
	Iteration 12F: 3 clusters Score -2.033668e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -20342784.000000 Penalty: 5972.676758
	Iteration 13Q: 3 clusters Score -2.034278e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164321 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -20346746.000000 Penalty: 5972.676758
	Iteration 14Q: 3 clusters Score -2.034675e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20348668.000000 Penalty: 5972.676758
	Iteration 15Q: 3 clusters Score -2.034867e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168140 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -20349524.000000 Penalty: 5972.676758
	Iteration 16Q: 3 clusters Score -2.034952e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20349814.000000 Penalty: 5972.676758
	Iteration 17Q: 3 clusters Score -2.034981e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20349952.000000 Penalty: 5972.676758
	Iteration 18Q: 3 clusters Score -2.034995e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20350096.000000 Penalty: 5972.676758
	Iteration 19Q: 3 clusters Score -2.03501e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20350198.000000 Penalty: 5972.676758
	Iteration 20F: 3 clusters Score -2.03502e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168984 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20350242.000000 Penalty: 5972.676758
	Iteration 21Q: 3 clusters Score -2.035024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20350266.000000 Penalty: 5972.676758
	Iteration 22Q: 3 clusters Score -2.035027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169023 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20350294.000000 Penalty: 5972.676758
	Iteration 23Q: 3 clusters Score -2.035029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169030 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20350308.000000 Penalty: 5972.676758
	Iteration 24Q: 3 clusters Score -2.035031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -20350324.000000 Penalty: 5972.676758
	Iteration 25Q: 3 clusters Score -2.035032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169043 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20350344.000000 Penalty: 5972.676758
	Iteration 26Q: 3 clusters Score -2.035034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20350344.000000 Penalty: 5972.676758
	Iteration 27Q: 3 clusters Score -2.035034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169053 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -20350338.000000 Penalty: 5972.676758
	Iteration 28Q: 3 clusters Score -2.035034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20350330.000000 Penalty: 5972.676758
	Iteration 29Q: 3 clusters Score -2.035033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20350348.000000 Penalty: 5972.676758
	Iteration 30Q: 3 clusters Score -2.035035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -20350370.000000 Penalty: 5972.676758
	Iteration 31Q: 3 clusters Score -2.035037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -20350372.000000 Penalty: 5972.676758
	Iteration 32Q: 3 clusters Score -2.035037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20350370.000000 Penalty: 5972.676758
	Iteration 33Q: 3 clusters Score -2.035037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20350374.000000 Penalty: 5972.676758
	Iteration 34Q: 3 clusters Score -2.035037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20350378.000000 Penalty: 5972.676758
	Iteration 35Q: 3 clusters Score -2.035038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20350372.000000 Penalty: 5972.676758
	Iteration 36Q: 3 clusters Score -2.035037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20350372.000000 Penalty: 5972.676758
	Iteration 37Q: 3 clusters Score -2.035037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20350372.000000 Penalty: 5972.676758
	Iteration 38F: 3 clusters Score -2.035037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Entering Unmasked Estep 
Score: -11443015.000000 Penalty: 2845.582275
	Iteration 0F: 2 clusters Score -1.144302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -11378785.000000 Penalty: 5691.164551
	Iteration 0F: 3 clusters Score -1.137878e+07 nChanged 45238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -11404849.000000 Penalty: 5691.164551
	Iteration 1F: 3 clusters Score -1.140485e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -11405849.000000 Penalty: 5691.164551
	Iteration 2Q: 3 clusters Score -1.140585e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -11407116.000000 Penalty: 5691.164551
	Iteration 3Q: 3 clusters Score -1.140712e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -11408826.000000 Penalty: 5691.164551
	Iteration 4Q: 3 clusters Score -1.140883e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -11411067.000000 Penalty: 5691.164551
	Iteration 5F: 3 clusters Score -1.141107e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -11414226.000000 Penalty: 5691.164551
	Iteration 6F: 3 clusters Score -1.141423e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -11418317.000000 Penalty: 5691.164551
	Iteration 7F: 3 clusters Score -1.141832e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -11422988.000000 Penalty: 5691.164551
	Iteration 8F: 3 clusters Score -1.142299e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -11427617.000000 Penalty: 5691.164551
	Iteration 9F: 3 clusters Score -1.142762e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -11431854.000000 Penalty: 5691.164551
	Iteration 10F: 3 clusters Score -1.143185e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -11435081.000000 Penalty: 5691.164551
	Iteration 11Q: 3 clusters Score -1.143508e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -11437328.000000 Penalty: 5691.164551
	Iteration 12Q: 3 clusters Score -1.143733e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -11438760.000000 Penalty: 5691.164551
	Iteration 13Q: 3 clusters Score -1.143876e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -11439476.000000 Penalty: 5691.164551
	Iteration 14Q: 3 clusters Score -1.143948e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -11439931.000000 Penalty: 5691.164551
	Iteration 15Q: 3 clusters Score -1.143993e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -11440151.000000 Penalty: 5691.164551
	Iteration 16Q: 3 clusters Score -1.144015e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 95226 members 
Entering Unmasked Estep 
Score: -11440339.000000 Penalty: 5691.164551
	Iteration 17Q: 3 clusters Score -1.144034e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -11440435.000000 Penalty: 5691.164551
	Iteration 18Q: 3 clusters Score -1.144044e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -11440494.000000 Penalty: 5691.164551
	Iteration 19Q: 3 clusters Score -1.144049e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -11440541.000000 Penalty: 5691.164551
	Iteration 20F: 3 clusters Score -1.144054e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -11440563.000000 Penalty: 5691.164551
	Iteration 21Q: 3 clusters Score -1.144056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -11440567.000000 Penalty: 5691.164551
	Iteration 22Q: 3 clusters Score -1.144057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -11440574.000000 Penalty: 5691.164551
	Iteration 23Q: 3 clusters Score -1.144057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -11440589.000000 Penalty: 5691.164551
	Iteration 24Q: 3 clusters Score -1.144059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -11440623.000000 Penalty: 5691.164551
	Iteration 25Q: 3 clusters Score -1.144062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -11440621.000000 Penalty: 5691.164551
	Iteration 26Q: 3 clusters Score -1.144062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -11440629.000000 Penalty: 5691.164551
	Iteration 27Q: 3 clusters Score -1.144063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 95622 members 
Entering Unmasked Estep 
Score: -11440631.000000 Penalty: 5691.164551
	Iteration 28Q: 3 clusters Score -1.144063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -11440654.000000 Penalty: 5691.164551
	Iteration 29Q: 3 clusters Score -1.144065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -11440659.000000 Penalty: 5691.164551
	Iteration 30Q: 3 clusters Score -1.144066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -11440661.000000 Penalty: 5691.164551
	Iteration 31Q: 3 clusters Score -1.144066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -11440681.000000 Penalty: 5691.164551
	Iteration 32Q: 3 clusters Score -1.144068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -11440678.000000 Penalty: 5691.164551
	Iteration 33Q: 3 clusters Score -1.144068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -11440673.000000 Penalty: 5691.164551
	Iteration 34Q: 3 clusters Score -1.144067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -11440670.000000 Penalty: 5691.164551
	Iteration 35Q: 3 clusters Score -1.144067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -11440677.000000 Penalty: 5691.164551
	Iteration 36Q: 3 clusters Score -1.144068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -11440682.000000 Penalty: 5691.164551
	Iteration 37Q: 3 clusters Score -1.144068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -11440692.000000 Penalty: 5691.164551
	Iteration 38Q: 3 clusters Score -1.144069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -11440694.000000 Penalty: 5691.164551
	Iteration 39Q: 3 clusters Score -1.144069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -11440684.000000 Penalty: 5691.164551
	Iteration 40F: 3 clusters Score -1.144068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -11440683.000000 Penalty: 5691.164551
	Iteration 41Q: 3 clusters Score -1.144068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -11440683.000000 Penalty: 5691.164551
	Iteration 42F: 3 clusters Score -1.144068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Entering Unmasked Estep 
Score: -5489885.500000 Penalty: 2666.949951
	Iteration 0F: 2 clusters Score -5489886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5458297.000000 Penalty: 5333.899902
	Iteration 0F: 3 clusters Score -5458297 nChanged 21599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5470306.500000 Penalty: 5333.899902
	Iteration 1F: 3 clusters Score -5470306 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5470924.000000 Penalty: 5333.899902
	Iteration 2Q: 3 clusters Score -5470924 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -5471474.000000 Penalty: 5333.899902
	Iteration 3Q: 3 clusters Score -5471474 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5472031.000000 Penalty: 5333.899902
	Iteration 4Q: 3 clusters Score -5472031 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -5472678.000000 Penalty: 5333.899902
	Iteration 5Q: 3 clusters Score -5472678 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -5473681.000000 Penalty: 5333.899902
	Iteration 6Q: 3 clusters Score -5473681 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -5475150.000000 Penalty: 5333.899902
	Iteration 7F: 3 clusters Score -5475150 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5477296.500000 Penalty: 5333.899902
	Iteration 8F: 3 clusters Score -5477296 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -5479916.000000 Penalty: 5333.899902
	Iteration 9F: 3 clusters Score -5479916 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5482423.000000 Penalty: 5333.899902
	Iteration 10F: 3 clusters Score -5482423 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5484331.500000 Penalty: 5333.899902
	Iteration 11F: 3 clusters Score -5484332 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -5485582.500000 Penalty: 5333.899902
	Iteration 12Q: 3 clusters Score -5485582 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5486410.500000 Penalty: 5333.899902
	Iteration 13Q: 3 clusters Score -5486410 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5486845.500000 Penalty: 5333.899902
	Iteration 14Q: 3 clusters Score -5486846 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5487117.500000 Penalty: 5333.899902
	Iteration 15Q: 3 clusters Score -5487118 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -5487279.000000 Penalty: 5333.899902
	Iteration 16Q: 3 clusters Score -5487279 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -5487401.500000 Penalty: 5333.899902
	Iteration 17Q: 3 clusters Score -5487402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5487488.000000 Penalty: 5333.899902
	Iteration 18Q: 3 clusters Score -5487488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -5487550.500000 Penalty: 5333.899902
	Iteration 19Q: 3 clusters Score -5487550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -5487573.000000 Penalty: 5333.899902
	Iteration 20F: 3 clusters Score -5487573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -5487575.500000 Penalty: 5333.899902
	Iteration 21Q: 3 clusters Score -5487576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -5487586.500000 Penalty: 5333.899902
	Iteration 22Q: 3 clusters Score -5487586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5487594.500000 Penalty: 5333.899902
	Iteration 23Q: 3 clusters Score -5487594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -5487604.000000 Penalty: 5333.899902
	Iteration 24Q: 3 clusters Score -5487604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5487610.000000 Penalty: 5333.899902
	Iteration 25Q: 3 clusters Score -5487610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5487603.000000 Penalty: 5333.899902
	Iteration 26Q: 3 clusters Score -5487603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5487613.500000 Penalty: 5333.899902
	Iteration 27Q: 3 clusters Score -5487614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -5487608.500000 Penalty: 5333.899902
	Iteration 28Q: 3 clusters Score -5487608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -5487610.000000 Penalty: 5333.899902
	Iteration 29Q: 3 clusters Score -5487610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -5487618.500000 Penalty: 5333.899902
	Iteration 30Q: 3 clusters Score -5487618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5487630.000000 Penalty: 5333.899902
	Iteration 31Q: 3 clusters Score -5487630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -5487629.500000 Penalty: 5333.899902
	Iteration 32Q: 3 clusters Score -5487630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5487629.500000 Penalty: 5333.899902
	Iteration 33Q: 3 clusters Score -5487630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5487629.500000 Penalty: 5333.899902
	Iteration 34F: 3 clusters Score -5487630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Entering Unmasked Estep 
Score: -2433654.250000 Penalty: 2473.272705
	Iteration 0F: 2 clusters Score -2433654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2418679.750000 Penalty: 4946.545410
	Iteration 0F: 3 clusters Score -2418680 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2423833.000000 Penalty: 4946.545410
	Iteration 1F: 3 clusters Score -2423833 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2424366.000000 Penalty: 4946.545410
	Iteration 2F: 3 clusters Score -2424366 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2424809.250000 Penalty: 4946.545410
	Iteration 3F: 3 clusters Score -2424809 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2425250.250000 Penalty: 4946.545410
	Iteration 4Q: 3 clusters Score -2425250 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2425748.000000 Penalty: 4946.545410
	Iteration 5Q: 3 clusters Score -2425748 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2426388.500000 Penalty: 4946.545410
	Iteration 6Q: 3 clusters Score -2426388 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2427155.500000 Penalty: 4946.545410
	Iteration 7F: 3 clusters Score -2427156 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2428020.500000 Penalty: 4946.545410
	Iteration 8F: 3 clusters Score -2428020 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2428846.750000 Penalty: 4946.545410
	Iteration 9Q: 3 clusters Score -2428847 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2429527.500000 Penalty: 4946.545410
	Iteration 10Q: 3 clusters Score -2429528 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2430046.750000 Penalty: 4946.545410
	Iteration 11Q: 3 clusters Score -2430047 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2430389.750000 Penalty: 4946.545410
	Iteration 12Q: 3 clusters Score -2430390 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2430637.750000 Penalty: 4946.545410
	Iteration 13Q: 3 clusters Score -2430638 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2430838.250000 Penalty: 4946.545410
	Iteration 14Q: 3 clusters Score -2430838 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2431010.000000 Penalty: 4946.545410
	Iteration 15Q: 3 clusters Score -2431010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2431135.750000 Penalty: 4946.545410
	Iteration 16Q: 3 clusters Score -2431136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2431230.750000 Penalty: 4946.545410
	Iteration 17Q: 3 clusters Score -2431231 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2431307.500000 Penalty: 4946.545410
	Iteration 18Q: 3 clusters Score -2431308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2431362.250000 Penalty: 4946.545410
	Iteration 19Q: 3 clusters Score -2431362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2431392.250000 Penalty: 4946.545410
	Iteration 20F: 3 clusters Score -2431392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2431419.750000 Penalty: 4946.545410
	Iteration 21Q: 3 clusters Score -2431420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2431440.250000 Penalty: 4946.545410
	Iteration 22Q: 3 clusters Score -2431440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2431473.750000 Penalty: 4946.545410
	Iteration 23Q: 3 clusters Score -2431474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2431495.500000 Penalty: 4946.545410
	Iteration 24Q: 3 clusters Score -2431496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2431516.250000 Penalty: 4946.545410
	Iteration 25Q: 3 clusters Score -2431516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2431530.250000 Penalty: 4946.545410
	Iteration 26Q: 3 clusters Score -2431530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2431551.000000 Penalty: 4946.545410
	Iteration 27Q: 3 clusters Score -2431551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2431559.000000 Penalty: 4946.545410
	Iteration 28Q: 3 clusters Score -2431559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2431564.000000 Penalty: 4946.545410
	Iteration 29Q: 3 clusters Score -2431564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2431567.250000 Penalty: 4946.545410
	Iteration 30Q: 3 clusters Score -2431567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2431567.500000 Penalty: 4946.545410
	Iteration 31Q: 3 clusters Score -2431568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2431569.750000 Penalty: 4946.545410
	Iteration 32Q: 3 clusters Score -2431570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2431574.250000 Penalty: 4946.545410
	Iteration 33Q: 3 clusters Score -2431574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2431572.750000 Penalty: 4946.545410
	Iteration 34Q: 3 clusters Score -2431573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2431576.500000 Penalty: 4946.545410
	Iteration 35Q: 3 clusters Score -2431576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2431578.250000 Penalty: 4946.545410
	Iteration 36Q: 3 clusters Score -2431578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2431578.250000 Penalty: 4946.545410
	Iteration 37F: 3 clusters Score -2431578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (172248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172248 members 
Entering Unmasked Estep 
Score: -20839326.000000 Penalty: 2990.059082
	Iteration 0F: 2 clusters Score -2.083933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -20731338.000000 Penalty: 5980.118164
	Iteration 0F: 3 clusters Score -2.073134e+07 nChanged 82657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 84514 members 
Entering Unmasked Estep 
Score: -20780016.000000 Penalty: 5980.118164
	Iteration 1F: 3 clusters Score -2.078002e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -20781260.000000 Penalty: 5980.118164
	Iteration 2Q: 3 clusters Score -2.078126e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -20783442.000000 Penalty: 5980.118164
	Iteration 3Q: 3 clusters Score -2.078344e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -20786644.000000 Penalty: 5980.118164
	Iteration 4Q: 3 clusters Score -2.078664e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -20791206.000000 Penalty: 5980.118164
	Iteration 5F: 3 clusters Score -2.079121e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -20797036.000000 Penalty: 5980.118164
	Iteration 6F: 3 clusters Score -2.079704e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112134 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -20803674.000000 Penalty: 5980.118164
	Iteration 7F: 3 clusters Score -2.080367e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118338 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -20810798.000000 Penalty: 5980.118164
	Iteration 8F: 3 clusters Score -2.08108e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -20817144.000000 Penalty: 5980.118164
	Iteration 9F: 3 clusters Score -2.081714e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127661 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -20821518.000000 Penalty: 5980.118164
	Iteration 10Q: 3 clusters Score -2.082152e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130802 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -20824266.000000 Penalty: 5980.118164
	Iteration 11Q: 3 clusters Score -2.082427e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -20825924.000000 Penalty: 5980.118164
	Iteration 12Q: 3 clusters Score -2.082592e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136314 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -20826992.000000 Penalty: 5980.118164
	Iteration 13Q: 3 clusters Score -2.082699e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -20828106.000000 Penalty: 5980.118164
	Iteration 14Q: 3 clusters Score -2.082811e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -20829088.000000 Penalty: 5980.118164
	Iteration 15Q: 3 clusters Score -2.082909e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -20830086.000000 Penalty: 5980.118164
	Iteration 16Q: 3 clusters Score -2.083009e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146684 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -20830884.000000 Penalty: 5980.118164
	Iteration 17Q: 3 clusters Score -2.083088e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149055 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -20831562.000000 Penalty: 5980.118164
	Iteration 18Q: 3 clusters Score -2.083156e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -20832002.000000 Penalty: 5980.118164
	Iteration 19Q: 3 clusters Score -2.0832e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -20832446.000000 Penalty: 5980.118164
	Iteration 20F: 3 clusters Score -2.083245e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -20832972.000000 Penalty: 5980.118164
	Iteration 21Q: 3 clusters Score -2.083297e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -20833558.000000 Penalty: 5980.118164
	Iteration 22Q: 3 clusters Score -2.083356e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158990 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -20834044.000000 Penalty: 5980.118164
	Iteration 23Q: 3 clusters Score -2.083404e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160661 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -20834594.000000 Penalty: 5980.118164
	Iteration 24Q: 3 clusters Score -2.083459e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -20835044.000000 Penalty: 5980.118164
	Iteration 25Q: 3 clusters Score -2.083504e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -20835290.000000 Penalty: 5980.118164
	Iteration 26Q: 3 clusters Score -2.083529e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164494 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -20835602.000000 Penalty: 5980.118164
	Iteration 27Q: 3 clusters Score -2.08356e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -20835872.000000 Penalty: 5980.118164
	Iteration 28Q: 3 clusters Score -2.083587e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166362 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -20836098.000000 Penalty: 5980.118164
	Iteration 29Q: 3 clusters Score -2.08361e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167134 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -20836280.000000 Penalty: 5980.118164
	Iteration 30Q: 3 clusters Score -2.083628e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -20836414.000000 Penalty: 5980.118164
	Iteration 31Q: 3 clusters Score -2.083641e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -20836462.000000 Penalty: 5980.118164
	Iteration 32Q: 3 clusters Score -2.083646e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168688 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -20836540.000000 Penalty: 5980.118164
	Iteration 33Q: 3 clusters Score -2.083654e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -20836664.000000 Penalty: 5980.118164
	Iteration 34Q: 3 clusters Score -2.083666e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -20836724.000000 Penalty: 5980.118164
	Iteration 35Q: 3 clusters Score -2.083672e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -20836792.000000 Penalty: 5980.118164
	Iteration 36Q: 3 clusters Score -2.083679e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -20836860.000000 Penalty: 5980.118164
	Iteration 37Q: 3 clusters Score -2.083686e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20836914.000000 Penalty: 5980.118164
	Iteration 38Q: 3 clusters Score -2.083691e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170209 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -20836962.000000 Penalty: 5980.118164
	Iteration 39Q: 3 clusters Score -2.083696e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20836946.000000 Penalty: 5980.118164
	Iteration 40F: 3 clusters Score -2.083695e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -20836978.000000 Penalty: 5980.118164
	Iteration 41Q: 3 clusters Score -2.083698e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170513 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -20836990.000000 Penalty: 5980.118164
	Iteration 42Q: 3 clusters Score -2.083699e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -20836992.000000 Penalty: 5980.118164
	Iteration 43Q: 3 clusters Score -2.083699e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -20836974.000000 Penalty: 5980.118164
	Iteration 44Q: 3 clusters Score -2.083697e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20836936.000000 Penalty: 5980.118164
	Iteration 45Q: 3 clusters Score -2.083694e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170758 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20836950.000000 Penalty: 5980.118164
	Iteration 46Q: 3 clusters Score -2.083695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170793 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20836978.000000 Penalty: 5980.118164
	Iteration 47Q: 3 clusters Score -2.083698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170818 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -20837002.000000 Penalty: 5980.118164
	Iteration 48Q: 3 clusters Score -2.0837e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170843 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20836988.000000 Penalty: 5980.118164
	Iteration 49Q: 3 clusters Score -2.083699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170868 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -20837006.000000 Penalty: 5980.118164
	Iteration 50Q: 3 clusters Score -2.083701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20837010.000000 Penalty: 5980.118164
	Iteration 51Q: 3 clusters Score -2.083701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -20837014.000000 Penalty: 5980.118164
	Iteration 52Q: 3 clusters Score -2.083701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20837018.000000 Penalty: 5980.118164
	Iteration 53Q: 3 clusters Score -2.083702e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20837010.000000 Penalty: 5980.118164
	Iteration 54Q: 3 clusters Score -2.083701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170953 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20837008.000000 Penalty: 5980.118164
	Iteration 55Q: 3 clusters Score -2.083701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20837026.000000 Penalty: 5980.118164
	Iteration 56Q: 3 clusters Score -2.083703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20837024.000000 Penalty: 5980.118164
	Iteration 57Q: 3 clusters Score -2.083702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20837026.000000 Penalty: 5980.118164
	Iteration 58Q: 3 clusters Score -2.083703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20837032.000000 Penalty: 5980.118164
	Iteration 59Q: 3 clusters Score -2.083703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171017 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20837030.000000 Penalty: 5980.118164
	Iteration 60F: 3 clusters Score -2.083703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -20837030.000000 Penalty: 5980.118164
	Iteration 61Q: 3 clusters Score -2.083703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20837032.000000 Penalty: 5980.118164
	Iteration 62Q: 3 clusters Score -2.083703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20837028.000000 Penalty: 5980.118164
	Iteration 63Q: 3 clusters Score -2.083703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20837024.000000 Penalty: 5980.118164
	Iteration 64Q: 3 clusters Score -2.083702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20837018.000000 Penalty: 5980.118164
	Iteration 65Q: 3 clusters Score -2.083702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20837024.000000 Penalty: 5980.118164
	Iteration 66Q: 3 clusters Score -2.083702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20837026.000000 Penalty: 5980.118164
	Iteration 67Q: 3 clusters Score -2.083703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -20837038.000000 Penalty: 5980.118164
	Iteration 68Q: 3 clusters Score -2.083704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171044 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -20837016.000000 Penalty: 5980.118164
	Iteration 69Q: 3 clusters Score -2.083702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20837022.000000 Penalty: 5980.118164
	Iteration 70Q: 3 clusters Score -2.083702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20837022.000000 Penalty: 5980.118164
	Iteration 71Q: 3 clusters Score -2.083702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171066 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20837016.000000 Penalty: 5980.118164
	Iteration 72Q: 3 clusters Score -2.083702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171071 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20837036.000000 Penalty: 5980.118164
	Iteration 73Q: 3 clusters Score -2.083704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171079 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20837008.000000 Penalty: 5980.118164
	Iteration 74Q: 3 clusters Score -2.083701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20837018.000000 Penalty: 5980.118164
	Iteration 75Q: 3 clusters Score -2.083702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20837024.000000 Penalty: 5980.118164
	Iteration 76Q: 3 clusters Score -2.083702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171098 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20837028.000000 Penalty: 5980.118164
	Iteration 77Q: 3 clusters Score -2.083703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20837036.000000 Penalty: 5980.118164
	Iteration 78Q: 3 clusters Score -2.083704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20837028.000000 Penalty: 5980.118164
	Iteration 79Q: 3 clusters Score -2.083703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20837044.000000 Penalty: 5980.118164
	Iteration 80F: 3 clusters Score -2.083704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20837038.000000 Penalty: 5980.118164
	Iteration 81Q: 3 clusters Score -2.083704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -20837048.000000 Penalty: 5980.118164
	Iteration 82Q: 3 clusters Score -2.083705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171128 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20837040.000000 Penalty: 5980.118164
	Iteration 83Q: 3 clusters Score -2.083704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -20837046.000000 Penalty: 5980.118164
	Iteration 84Q: 3 clusters Score -2.083705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171136 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20837044.000000 Penalty: 5980.118164
	Iteration 85Q: 3 clusters Score -2.083704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171141 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -20837054.000000 Penalty: 5980.118164
	Iteration 86Q: 3 clusters Score -2.083705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171146 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20837048.000000 Penalty: 5980.118164
	Iteration 87Q: 3 clusters Score -2.083705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171150 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -20837052.000000 Penalty: 5980.118164
	Iteration 88Q: 3 clusters Score -2.083705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171154 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20837054.000000 Penalty: 5980.118164
	Iteration 89Q: 3 clusters Score -2.083705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -20837060.000000 Penalty: 5980.118164
	Iteration 90Q: 3 clusters Score -2.083706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171158 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -20837058.000000 Penalty: 5980.118164
	Iteration 91Q: 3 clusters Score -2.083706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -20837042.000000 Penalty: 5980.118164
	Iteration 92Q: 3 clusters Score -2.083704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171166 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -20837044.000000 Penalty: 5980.118164
	Iteration 93Q: 3 clusters Score -2.083704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20837052.000000 Penalty: 5980.118164
	Iteration 94Q: 3 clusters Score -2.083705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20837050.000000 Penalty: 5980.118164
	Iteration 95Q: 3 clusters Score -2.083705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -20837050.000000 Penalty: 5980.118164
	Iteration 96Q: 3 clusters Score -2.083705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20837046.000000 Penalty: 5980.118164
	Iteration 97Q: 3 clusters Score -2.083705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20837046.000000 Penalty: 5980.118164
	Iteration 98Q: 3 clusters Score -2.083705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20837044.000000 Penalty: 5980.118164
	Iteration 99Q: 3 clusters Score -2.083704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20837044.000000 Penalty: 5980.118164
	Iteration 100F: 3 clusters Score -2.083704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Entering Unmasked Estep 
Score: -1838143.125000 Penalty: 2406.485840
	Iteration 0F: 2 clusters Score -1838143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1826354.875000 Penalty: 4812.971680
	Iteration 0F: 3 clusters Score -1826355 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1830485.500000 Penalty: 4812.971680
	Iteration 1F: 3 clusters Score -1830486 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1831298.375000 Penalty: 4812.971680
	Iteration 2F: 3 clusters Score -1831298 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1832181.250000 Penalty: 4812.971680
	Iteration 3F: 3 clusters Score -1832181 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1833153.250000 Penalty: 4812.971680
	Iteration 4F: 3 clusters Score -1833153 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1834134.250000 Penalty: 4812.971680
	Iteration 5F: 3 clusters Score -1834134 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1835178.375000 Penalty: 4812.971680
	Iteration 6F: 3 clusters Score -1835178 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1836226.500000 Penalty: 4812.971680
	Iteration 7F: 3 clusters Score -1836226 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1836954.500000 Penalty: 4812.971680
	Iteration 8Q: 3 clusters Score -1836954 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1837385.125000 Penalty: 4812.971680
	Iteration 9Q: 3 clusters Score -1837385 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1837619.375000 Penalty: 4812.971680
	Iteration 10Q: 3 clusters Score -1837619 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1837739.500000 Penalty: 4812.971680
	Iteration 11Q: 3 clusters Score -1837740 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1837823.125000 Penalty: 4812.971680
	Iteration 12Q: 3 clusters Score -1837823 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1837885.375000 Penalty: 4812.971680
	Iteration 13Q: 3 clusters Score -1837885 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1837913.375000 Penalty: 4812.971680
	Iteration 14Q: 3 clusters Score -1837913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1837921.875000 Penalty: 4812.971680
	Iteration 15Q: 3 clusters Score -1837922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1837945.250000 Penalty: 4812.971680
	Iteration 16Q: 3 clusters Score -1837945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1837953.125000 Penalty: 4812.971680
	Iteration 17Q: 3 clusters Score -1837953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1837962.000000 Penalty: 4812.971680
	Iteration 18Q: 3 clusters Score -1837962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1837972.000000 Penalty: 4812.971680
	Iteration 19Q: 3 clusters Score -1837972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1837975.625000 Penalty: 4812.971680
	Iteration 20F: 3 clusters Score -1837976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1837980.625000 Penalty: 4812.971680
	Iteration 21Q: 3 clusters Score -1837981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1837985.375000 Penalty: 4812.971680
	Iteration 22Q: 3 clusters Score -1837985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1837987.000000 Penalty: 4812.971680
	Iteration 23Q: 3 clusters Score -1837987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1837979.875000 Penalty: 4812.971680
	Iteration 24Q: 3 clusters Score -1837980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1837986.125000 Penalty: 4812.971680
	Iteration 25Q: 3 clusters Score -1837986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1837988.875000 Penalty: 4812.971680
	Iteration 26Q: 3 clusters Score -1837989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1837986.875000 Penalty: 4812.971680
	Iteration 27Q: 3 clusters Score -1837987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1837987.750000 Penalty: 4812.971680
	Iteration 28Q: 3 clusters Score -1837988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1837992.750000 Penalty: 4812.971680
	Iteration 29Q: 3 clusters Score -1837993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1837989.000000 Penalty: 4812.971680
	Iteration 30Q: 3 clusters Score -1837989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1837989.375000 Penalty: 4812.971680
	Iteration 31Q: 3 clusters Score -1837989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1837992.875000 Penalty: 4812.971680
	Iteration 32Q: 3 clusters Score -1837993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1837993.500000 Penalty: 4812.971680
	Iteration 33Q: 3 clusters Score -1837994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1837993.000000 Penalty: 4812.971680
	Iteration 34Q: 3 clusters Score -1837993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1837992.750000 Penalty: 4812.971680
	Iteration 35Q: 3 clusters Score -1837993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1837992.750000 Penalty: 4812.971680
	Iteration 36F: 3 clusters Score -1837993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24387.058594 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24387.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24464.275391 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24464.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24487.597656 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24497.990234 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24497.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24502.556641 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24502.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24502.556641 Penalty: 2732.656738
	Iteration 5F: 3 clusters Score -24502.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -117728.898438 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -117728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115733.898438 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -115733.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116095.039062 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -116095 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116234.156250 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -116234.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116341.335938 Penalty: 3461.194092
	Iteration 3F: 3 clusters Score -116341.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116430.187500 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -116430.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116541.382812 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -116541.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116634.820312 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -116634.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116762.671875 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -116762.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -116853.468750 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -116853.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116945.117188 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -116945.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116995.953125 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -116996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117028.585938 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -117028.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117056.187500 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -117056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117070.312500 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -117070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117088.070312 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -117088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117116.789062 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -117116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117138.093750 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -117138.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117191.359375 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -117191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117230.289062 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -117230.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -117270.187500 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -117270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117367.617188 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -117367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117443.648438 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -117443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117458.695312 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -117458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117463.054688 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -117463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117468.039062 Penalty: 3461.194092
	Iteration 24Q: 3 clusters Score -117468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117468.859375 Penalty: 3461.194092
	Iteration 25Q: 3 clusters Score -117468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117468.859375 Penalty: 3461.194092
	Iteration 26F: 3 clusters Score -117468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Entering Unmasked Estep 
Score: -9753087.000000 Penalty: 2806.874023
	Iteration 0F: 2 clusters Score -9753087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -9698054.000000 Penalty: 5613.748047
	Iteration 0F: 3 clusters Score -9698054 nChanged 38734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -9720489.000000 Penalty: 5613.748047
	Iteration 1F: 3 clusters Score -9720489 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -9721569.000000 Penalty: 5613.748047
	Iteration 2Q: 3 clusters Score -9721569 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -9722904.000000 Penalty: 5613.748047
	Iteration 3Q: 3 clusters Score -9722904 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -9724551.000000 Penalty: 5613.748047
	Iteration 4Q: 3 clusters Score -9724551 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -9726840.000000 Penalty: 5613.748047
	Iteration 5F: 3 clusters Score -9726840 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -9729811.000000 Penalty: 5613.748047
	Iteration 6F: 3 clusters Score -9729811 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -9733217.000000 Penalty: 5613.748047
	Iteration 7F: 3 clusters Score -9733217 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -9736843.000000 Penalty: 5613.748047
	Iteration 8F: 3 clusters Score -9736843 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -9740185.000000 Penalty: 5613.748047
	Iteration 9F: 3 clusters Score -9740185 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -9743091.000000 Penalty: 5613.748047
	Iteration 10Q: 3 clusters Score -9743091 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -9745484.000000 Penalty: 5613.748047
	Iteration 11Q: 3 clusters Score -9745484 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -9747341.000000 Penalty: 5613.748047
	Iteration 12Q: 3 clusters Score -9747341 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -9748696.000000 Penalty: 5613.748047
	Iteration 13Q: 3 clusters Score -9748696 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -9749479.000000 Penalty: 5613.748047
	Iteration 14Q: 3 clusters Score -9749479 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -9749950.000000 Penalty: 5613.748047
	Iteration 15Q: 3 clusters Score -9749950 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -9750165.000000 Penalty: 5613.748047
	Iteration 16Q: 3 clusters Score -9750165 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -9750358.000000 Penalty: 5613.748047
	Iteration 17Q: 3 clusters Score -9750358 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -9750486.000000 Penalty: 5613.748047
	Iteration 18Q: 3 clusters Score -9750486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -9750582.000000 Penalty: 5613.748047
	Iteration 19Q: 3 clusters Score -9750582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -9750621.000000 Penalty: 5613.748047
	Iteration 20F: 3 clusters Score -9750621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -9750681.000000 Penalty: 5613.748047
	Iteration 21Q: 3 clusters Score -9750681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -9750717.000000 Penalty: 5613.748047
	Iteration 22Q: 3 clusters Score -9750717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -9750732.000000 Penalty: 5613.748047
	Iteration 23Q: 3 clusters Score -9750732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -9750744.000000 Penalty: 5613.748047
	Iteration 24Q: 3 clusters Score -9750744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -9750764.000000 Penalty: 5613.748047
	Iteration 25Q: 3 clusters Score -9750764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -9750774.000000 Penalty: 5613.748047
	Iteration 26Q: 3 clusters Score -9750774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -9750789.000000 Penalty: 5613.748047
	Iteration 27Q: 3 clusters Score -9750789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -9750801.000000 Penalty: 5613.748047
	Iteration 28Q: 3 clusters Score -9750801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -9750815.000000 Penalty: 5613.748047
	Iteration 29Q: 3 clusters Score -9750815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -9750805.000000 Penalty: 5613.748047
	Iteration 30Q: 3 clusters Score -9750805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -9750810.000000 Penalty: 5613.748047
	Iteration 31Q: 3 clusters Score -9750810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -9750805.000000 Penalty: 5613.748047
	Iteration 32Q: 3 clusters Score -9750805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -9750812.000000 Penalty: 5613.748047
	Iteration 33Q: 3 clusters Score -9750812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -9750813.000000 Penalty: 5613.748047
	Iteration 34Q: 3 clusters Score -9750813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -9750809.000000 Penalty: 5613.748047
	Iteration 35Q: 3 clusters Score -9750809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -9750817.000000 Penalty: 5613.748047
	Iteration 36Q: 3 clusters Score -9750817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -9750817.000000 Penalty: 5613.748047
	Iteration 37F: 3 clusters Score -9750817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Entering Unmasked Estep 
Score: -3354309.500000 Penalty: 2550.239502
	Iteration 0F: 2 clusters Score -3354310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3334357.250000 Penalty: 5100.479004
	Iteration 0F: 3 clusters Score -3334357 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3341482.750000 Penalty: 5100.479004
	Iteration 1F: 3 clusters Score -3341483 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3341961.250000 Penalty: 5100.479004
	Iteration 2Q: 3 clusters Score -3341961 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3342447.000000 Penalty: 5100.479004
	Iteration 3Q: 3 clusters Score -3342447 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3342963.250000 Penalty: 5100.479004
	Iteration 4Q: 3 clusters Score -3342963 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3343538.500000 Penalty: 5100.479004
	Iteration 5Q: 3 clusters Score -3343538 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3344337.250000 Penalty: 5100.479004
	Iteration 6F: 3 clusters Score -3344337 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3345439.750000 Penalty: 5100.479004
	Iteration 7F: 3 clusters Score -3345440 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3346783.250000 Penalty: 5100.479004
	Iteration 8F: 3 clusters Score -3346783 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3348162.250000 Penalty: 5100.479004
	Iteration 9F: 3 clusters Score -3348162 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3349416.000000 Penalty: 5100.479004
	Iteration 10F: 3 clusters Score -3349416 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3350431.750000 Penalty: 5100.479004
	Iteration 11Q: 3 clusters Score -3350432 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3351159.250000 Penalty: 5100.479004
	Iteration 12Q: 3 clusters Score -3351159 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3351653.750000 Penalty: 5100.479004
	Iteration 13Q: 3 clusters Score -3351654 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3351951.250000 Penalty: 5100.479004
	Iteration 14Q: 3 clusters Score -3351951 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3352194.750000 Penalty: 5100.479004
	Iteration 15Q: 3 clusters Score -3352195 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3352332.750000 Penalty: 5100.479004
	Iteration 16Q: 3 clusters Score -3352333 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3352416.500000 Penalty: 5100.479004
	Iteration 17Q: 3 clusters Score -3352416 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3352470.000000 Penalty: 5100.479004
	Iteration 18Q: 3 clusters Score -3352470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3352506.500000 Penalty: 5100.479004
	Iteration 19Q: 3 clusters Score -3352506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3352533.500000 Penalty: 5100.479004
	Iteration 20F: 3 clusters Score -3352534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3352553.500000 Penalty: 5100.479004
	Iteration 21Q: 3 clusters Score -3352554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3352583.250000 Penalty: 5100.479004
	Iteration 22Q: 3 clusters Score -3352583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3352585.500000 Penalty: 5100.479004
	Iteration 23Q: 3 clusters Score -3352586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3352600.000000 Penalty: 5100.479004
	Iteration 24Q: 3 clusters Score -3352600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3352611.750000 Penalty: 5100.479004
	Iteration 25Q: 3 clusters Score -3352612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3352626.750000 Penalty: 5100.479004
	Iteration 26Q: 3 clusters Score -3352627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3352632.500000 Penalty: 5100.479004
	Iteration 27Q: 3 clusters Score -3352632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3352636.500000 Penalty: 5100.479004
	Iteration 28Q: 3 clusters Score -3352636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3352634.750000 Penalty: 5100.479004
	Iteration 29Q: 3 clusters Score -3352635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3352644.000000 Penalty: 5100.479004
	Iteration 30Q: 3 clusters Score -3352644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3352659.000000 Penalty: 5100.479004
	Iteration 31Q: 3 clusters Score -3352659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3352662.250000 Penalty: 5100.479004
	Iteration 32Q: 3 clusters Score -3352662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3352681.000000 Penalty: 5100.479004
	Iteration 33Q: 3 clusters Score -3352681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3352689.750000 Penalty: 5100.479004
	Iteration 34Q: 3 clusters Score -3352690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3352696.250000 Penalty: 5100.479004
	Iteration 35Q: 3 clusters Score -3352696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3352708.500000 Penalty: 5100.479004
	Iteration 36Q: 3 clusters Score -3352708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3352712.000000 Penalty: 5100.479004
	Iteration 37Q: 3 clusters Score -3352712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3352717.500000 Penalty: 5100.479004
	Iteration 38Q: 3 clusters Score -3352718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3352720.250000 Penalty: 5100.479004
	Iteration 39Q: 3 clusters Score -3352720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3352717.500000 Penalty: 5100.479004
	Iteration 40F: 3 clusters Score -3352718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3352718.000000 Penalty: 5100.479004
	Iteration 41Q: 3 clusters Score -3352718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3352720.000000 Penalty: 5100.479004
	Iteration 42Q: 3 clusters Score -3352720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3352721.000000 Penalty: 5100.479004
	Iteration 43Q: 3 clusters Score -3352721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3352724.000000 Penalty: 5100.479004
	Iteration 44Q: 3 clusters Score -3352724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3352724.750000 Penalty: 5100.479004
	Iteration 45Q: 3 clusters Score -3352725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3352718.250000 Penalty: 5100.479004
	Iteration 46Q: 3 clusters Score -3352718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3352718.250000 Penalty: 5100.479004
	Iteration 47F: 3 clusters Score -3352718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Entering Unmasked Estep 
Score: -1500386.625000 Penalty: 2341.460449
	Iteration 0F: 2 clusters Score -1500387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1491023.500000 Penalty: 4682.920898
	Iteration 0F: 3 clusters Score -1491024 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1493844.750000 Penalty: 4682.920898
	Iteration 1F: 3 clusters Score -1493845 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1494137.125000 Penalty: 4682.920898
	Iteration 2F: 3 clusters Score -1494137 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1494332.500000 Penalty: 4682.920898
	Iteration 3Q: 3 clusters Score -1494332 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1494461.625000 Penalty: 4682.920898
	Iteration 4Q: 3 clusters Score -1494462 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1494590.250000 Penalty: 4682.920898
	Iteration 5Q: 3 clusters Score -1494590 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1494706.500000 Penalty: 4682.920898
	Iteration 6Q: 3 clusters Score -1494706 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1494828.000000 Penalty: 4682.920898
	Iteration 7Q: 3 clusters Score -1494828 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1494981.250000 Penalty: 4682.920898
	Iteration 8Q: 3 clusters Score -1494981 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1495165.625000 Penalty: 4682.920898
	Iteration 9Q: 3 clusters Score -1495166 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1495359.250000 Penalty: 4682.920898
	Iteration 10Q: 3 clusters Score -1495359 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1495595.375000 Penalty: 4682.920898
	Iteration 11Q: 3 clusters Score -1495595 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1495880.000000 Penalty: 4682.920898
	Iteration 12Q: 3 clusters Score -1495880 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1496239.000000 Penalty: 4682.920898
	Iteration 13Q: 3 clusters Score -1496239 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1496611.375000 Penalty: 4682.920898
	Iteration 14Q: 3 clusters Score -1496611 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1496950.250000 Penalty: 4682.920898
	Iteration 15Q: 3 clusters Score -1496950 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1497278.625000 Penalty: 4682.920898
	Iteration 16Q: 3 clusters Score -1497279 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1497559.000000 Penalty: 4682.920898
	Iteration 17Q: 3 clusters Score -1497559 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1497813.625000 Penalty: 4682.920898
	Iteration 18Q: 3 clusters Score -1497814 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1498030.500000 Penalty: 4682.920898
	Iteration 19Q: 3 clusters Score -1498030 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1498205.375000 Penalty: 4682.920898
	Iteration 20F: 3 clusters Score -1498205 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1498355.875000 Penalty: 4682.920898
	Iteration 21Q: 3 clusters Score -1498356 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1498492.500000 Penalty: 4682.920898
	Iteration 22Q: 3 clusters Score -1498492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1498598.500000 Penalty: 4682.920898
	Iteration 23Q: 3 clusters Score -1498598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1498704.750000 Penalty: 4682.920898
	Iteration 24Q: 3 clusters Score -1498705 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1498795.875000 Penalty: 4682.920898
	Iteration 25Q: 3 clusters Score -1498796 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1498881.125000 Penalty: 4682.920898
	Iteration 26Q: 3 clusters Score -1498881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1498947.375000 Penalty: 4682.920898
	Iteration 27Q: 3 clusters Score -1498947 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1498995.125000 Penalty: 4682.920898
	Iteration 28Q: 3 clusters Score -1498995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1499031.625000 Penalty: 4682.920898
	Iteration 29Q: 3 clusters Score -1499032 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1499062.750000 Penalty: 4682.920898
	Iteration 30Q: 3 clusters Score -1499063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1499092.375000 Penalty: 4682.920898
	Iteration 31Q: 3 clusters Score -1499092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1499107.000000 Penalty: 4682.920898
	Iteration 32Q: 3 clusters Score -1499107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1499121.750000 Penalty: 4682.920898
	Iteration 33Q: 3 clusters Score -1499122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1499137.500000 Penalty: 4682.920898
	Iteration 34Q: 3 clusters Score -1499138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1499142.875000 Penalty: 4682.920898
	Iteration 35Q: 3 clusters Score -1499143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1499155.000000 Penalty: 4682.920898
	Iteration 36Q: 3 clusters Score -1499155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1499163.875000 Penalty: 4682.920898
	Iteration 37Q: 3 clusters Score -1499164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1499171.125000 Penalty: 4682.920898
	Iteration 38Q: 3 clusters Score -1499171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1499179.625000 Penalty: 4682.920898
	Iteration 39Q: 3 clusters Score -1499180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1499183.625000 Penalty: 4682.920898
	Iteration 40F: 3 clusters Score -1499184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1499189.375000 Penalty: 4682.920898
	Iteration 41Q: 3 clusters Score -1499189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1499194.750000 Penalty: 4682.920898
	Iteration 42Q: 3 clusters Score -1499195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1499210.750000 Penalty: 4682.920898
	Iteration 43Q: 3 clusters Score -1499211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1499216.250000 Penalty: 4682.920898
	Iteration 44Q: 3 clusters Score -1499216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1499222.125000 Penalty: 4682.920898
	Iteration 45Q: 3 clusters Score -1499222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1499228.375000 Penalty: 4682.920898
	Iteration 46Q: 3 clusters Score -1499228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1499234.750000 Penalty: 4682.920898
	Iteration 47Q: 3 clusters Score -1499235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1499233.875000 Penalty: 4682.920898
	Iteration 48Q: 3 clusters Score -1499234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1499238.250000 Penalty: 4682.920898
	Iteration 49Q: 3 clusters Score -1499238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1499239.250000 Penalty: 4682.920898
	Iteration 50Q: 3 clusters Score -1499239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1499240.000000 Penalty: 4682.920898
	Iteration 51Q: 3 clusters Score -1499240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1499241.500000 Penalty: 4682.920898
	Iteration 52Q: 3 clusters Score -1499242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1499244.250000 Penalty: 4682.920898
	Iteration 53Q: 3 clusters Score -1499244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1499243.125000 Penalty: 4682.920898
	Iteration 54Q: 3 clusters Score -1499243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1499243.125000 Penalty: 4682.920898
	Iteration 55F: 3 clusters Score -1499243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Entering Unmasked Estep 
Score: -656878.312500 Penalty: 2161.822754
	Iteration 0F: 2 clusters Score -656878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -651711.312500 Penalty: 4323.645508
	Iteration 0F: 3 clusters Score -651711.3 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -653192.500000 Penalty: 4323.645508
	Iteration 1F: 3 clusters Score -653192.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -653601.375000 Penalty: 4323.645508
	Iteration 2F: 3 clusters Score -653601.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -653945.500000 Penalty: 4323.645508
	Iteration 3F: 3 clusters Score -653945.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -654228.000000 Penalty: 4323.645508
	Iteration 4F: 3 clusters Score -654228 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -654441.250000 Penalty: 4323.645508
	Iteration 5Q: 3 clusters Score -654441.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -654610.500000 Penalty: 4323.645508
	Iteration 6Q: 3 clusters Score -654610.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -654751.125000 Penalty: 4323.645508
	Iteration 7Q: 3 clusters Score -654751.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -654853.187500 Penalty: 4323.645508
	Iteration 8Q: 3 clusters Score -654853.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -654917.937500 Penalty: 4323.645508
	Iteration 9Q: 3 clusters Score -654917.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -654967.250000 Penalty: 4323.645508
	Iteration 10Q: 3 clusters Score -654967.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -655004.125000 Penalty: 4323.645508
	Iteration 11Q: 3 clusters Score -655004.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -655036.250000 Penalty: 4323.645508
	Iteration 12Q: 3 clusters Score -655036.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -655065.437500 Penalty: 4323.645508
	Iteration 13Q: 3 clusters Score -655065.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -655082.812500 Penalty: 4323.645508
	Iteration 14Q: 3 clusters Score -655082.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -655104.937500 Penalty: 4323.645508
	Iteration 15Q: 3 clusters Score -655104.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -655121.312500 Penalty: 4323.645508
	Iteration 16Q: 3 clusters Score -655121.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -655134.250000 Penalty: 4323.645508
	Iteration 17Q: 3 clusters Score -655134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -655146.750000 Penalty: 4323.645508
	Iteration 18Q: 3 clusters Score -655146.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -655156.625000 Penalty: 4323.645508
	Iteration 19Q: 3 clusters Score -655156.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -655165.875000 Penalty: 4323.645508
	Iteration 20F: 3 clusters Score -655165.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -655171.625000 Penalty: 4323.645508
	Iteration 21Q: 3 clusters Score -655171.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -655177.937500 Penalty: 4323.645508
	Iteration 22Q: 3 clusters Score -655177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -655180.375000 Penalty: 4323.645508
	Iteration 23Q: 3 clusters Score -655180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -655180.875000 Penalty: 4323.645508
	Iteration 24Q: 3 clusters Score -655180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -655180.500000 Penalty: 4323.645508
	Iteration 25Q: 3 clusters Score -655180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -655181.562500 Penalty: 4323.645508
	Iteration 26Q: 3 clusters Score -655181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -655181.062500 Penalty: 4323.645508
	Iteration 27Q: 3 clusters Score -655181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -655181.937500 Penalty: 4323.645508
	Iteration 28Q: 3 clusters Score -655181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -655182.562500 Penalty: 4323.645508
	Iteration 29Q: 3 clusters Score -655182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -655182.312500 Penalty: 4323.645508
	Iteration 30Q: 3 clusters Score -655182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -655182.437500 Penalty: 4323.645508
	Iteration 31Q: 3 clusters Score -655182.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -655182.437500 Penalty: 4323.645508
	Iteration 32F: 3 clusters Score -655182.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Entering Unmasked Estep 
Score: -1124939.875000 Penalty: 2293.461426
	Iteration 0F: 2 clusters Score -1124940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1117068.625000 Penalty: 4586.922852
	Iteration 0F: 3 clusters Score -1117069 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1119428.875000 Penalty: 4586.922852
	Iteration 1F: 3 clusters Score -1119429 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1119967.750000 Penalty: 4586.922852
	Iteration 2F: 3 clusters Score -1119968 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1120434.625000 Penalty: 4586.922852
	Iteration 3F: 3 clusters Score -1120435 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1120865.750000 Penalty: 4586.922852
	Iteration 4F: 3 clusters Score -1120866 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1121267.875000 Penalty: 4586.922852
	Iteration 5F: 3 clusters Score -1121268 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1121592.000000 Penalty: 4586.922852
	Iteration 6F: 3 clusters Score -1121592 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1121893.875000 Penalty: 4586.922852
	Iteration 7Q: 3 clusters Score -1121894 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1122128.500000 Penalty: 4586.922852
	Iteration 8Q: 3 clusters Score -1122128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1122280.750000 Penalty: 4586.922852
	Iteration 9Q: 3 clusters Score -1122281 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1122396.750000 Penalty: 4586.922852
	Iteration 10Q: 3 clusters Score -1122397 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1122489.625000 Penalty: 4586.922852
	Iteration 11Q: 3 clusters Score -1122490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1122553.000000 Penalty: 4586.922852
	Iteration 12Q: 3 clusters Score -1122553 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1122615.500000 Penalty: 4586.922852
	Iteration 13Q: 3 clusters Score -1122616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1122672.875000 Penalty: 4586.922852
	Iteration 14Q: 3 clusters Score -1122673 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1122715.250000 Penalty: 4586.922852
	Iteration 15Q: 3 clusters Score -1122715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1122758.125000 Penalty: 4586.922852
	Iteration 16Q: 3 clusters Score -1122758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1122787.250000 Penalty: 4586.922852
	Iteration 17Q: 3 clusters Score -1122787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1122817.625000 Penalty: 4586.922852
	Iteration 18Q: 3 clusters Score -1122818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1122843.875000 Penalty: 4586.922852
	Iteration 19Q: 3 clusters Score -1122844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1122869.125000 Penalty: 4586.922852
	Iteration 20F: 3 clusters Score -1122869 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1122898.250000 Penalty: 4586.922852
	Iteration 21Q: 3 clusters Score -1122898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1122915.625000 Penalty: 4586.922852
	Iteration 22Q: 3 clusters Score -1122916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1122943.125000 Penalty: 4586.922852
	Iteration 23Q: 3 clusters Score -1122943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1122965.500000 Penalty: 4586.922852
	Iteration 24Q: 3 clusters Score -1122966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1122987.000000 Penalty: 4586.922852
	Iteration 25Q: 3 clusters Score -1122987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1123004.125000 Penalty: 4586.922852
	Iteration 26Q: 3 clusters Score -1123004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1123015.875000 Penalty: 4586.922852
	Iteration 27Q: 3 clusters Score -1123016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1123027.125000 Penalty: 4586.922852
	Iteration 28Q: 3 clusters Score -1123027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1123041.500000 Penalty: 4586.922852
	Iteration 29Q: 3 clusters Score -1123042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1123052.625000 Penalty: 4586.922852
	Iteration 30Q: 3 clusters Score -1123053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1123068.875000 Penalty: 4586.922852
	Iteration 31Q: 3 clusters Score -1123069 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1123085.125000 Penalty: 4586.922852
	Iteration 32Q: 3 clusters Score -1123085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1123101.250000 Penalty: 4586.922852
	Iteration 33Q: 3 clusters Score -1123101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1123115.375000 Penalty: 4586.922852
	Iteration 34Q: 3 clusters Score -1123115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1123125.875000 Penalty: 4586.922852
	Iteration 35Q: 3 clusters Score -1123126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1123140.875000 Penalty: 4586.922852
	Iteration 36Q: 3 clusters Score -1123141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1123150.625000 Penalty: 4586.922852
	Iteration 37Q: 3 clusters Score -1123151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1123158.375000 Penalty: 4586.922852
	Iteration 38Q: 3 clusters Score -1123158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1123161.375000 Penalty: 4586.922852
	Iteration 39Q: 3 clusters Score -1123161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1123168.625000 Penalty: 4586.922852
	Iteration 40F: 3 clusters Score -1123169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1123178.750000 Penalty: 4586.922852
	Iteration 41Q: 3 clusters Score -1123179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1123184.500000 Penalty: 4586.922852
	Iteration 42Q: 3 clusters Score -1123184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1123192.750000 Penalty: 4586.922852
	Iteration 43Q: 3 clusters Score -1123193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1123203.375000 Penalty: 4586.922852
	Iteration 44Q: 3 clusters Score -1123203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1123211.750000 Penalty: 4586.922852
	Iteration 45Q: 3 clusters Score -1123212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1123226.500000 Penalty: 4586.922852
	Iteration 46Q: 3 clusters Score -1123226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1123237.750000 Penalty: 4586.922852
	Iteration 47Q: 3 clusters Score -1123238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1123247.500000 Penalty: 4586.922852
	Iteration 48Q: 3 clusters Score -1123248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1123256.000000 Penalty: 4586.922852
	Iteration 49Q: 3 clusters Score -1123256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1123261.250000 Penalty: 4586.922852
	Iteration 50Q: 3 clusters Score -1123261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1123268.000000 Penalty: 4586.922852
	Iteration 51Q: 3 clusters Score -1123268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1123273.250000 Penalty: 4586.922852
	Iteration 52Q: 3 clusters Score -1123273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1123274.000000 Penalty: 4586.922852
	Iteration 53Q: 3 clusters Score -1123274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1123276.500000 Penalty: 4586.922852
	Iteration 54Q: 3 clusters Score -1123276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1123278.500000 Penalty: 4586.922852
	Iteration 55Q: 3 clusters Score -1123278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1123284.000000 Penalty: 4586.922852
	Iteration 56Q: 3 clusters Score -1123284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1123285.125000 Penalty: 4586.922852
	Iteration 57Q: 3 clusters Score -1123285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1123287.875000 Penalty: 4586.922852
	Iteration 58Q: 3 clusters Score -1123288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1123292.125000 Penalty: 4586.922852
	Iteration 59Q: 3 clusters Score -1123292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1123293.625000 Penalty: 4586.922852
	Iteration 60F: 3 clusters Score -1123294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1123296.875000 Penalty: 4586.922852
	Iteration 61Q: 3 clusters Score -1123297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1123295.125000 Penalty: 4586.922852
	Iteration 62Q: 3 clusters Score -1123295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1123296.875000 Penalty: 4586.922852
	Iteration 63Q: 3 clusters Score -1123297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1123303.750000 Penalty: 4586.922852
	Iteration 64Q: 3 clusters Score -1123304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1123303.125000 Penalty: 4586.922852
	Iteration 65Q: 3 clusters Score -1123303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1123306.250000 Penalty: 4586.922852
	Iteration 66Q: 3 clusters Score -1123306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1123306.625000 Penalty: 4586.922852
	Iteration 67Q: 3 clusters Score -1123307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1123306.875000 Penalty: 4586.922852
	Iteration 68Q: 3 clusters Score -1123307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1123306.500000 Penalty: 4586.922852
	Iteration 69Q: 3 clusters Score -1123306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1123308.250000 Penalty: 4586.922852
	Iteration 70Q: 3 clusters Score -1123308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1123310.125000 Penalty: 4586.922852
	Iteration 71Q: 3 clusters Score -1123310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1123309.875000 Penalty: 4586.922852
	Iteration 72Q: 3 clusters Score -1123310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1123314.375000 Penalty: 4586.922852
	Iteration 73Q: 3 clusters Score -1123314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1123312.875000 Penalty: 4586.922852
	Iteration 74Q: 3 clusters Score -1123313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1123311.625000 Penalty: 4586.922852
	Iteration 75Q: 3 clusters Score -1123312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1123311.500000 Penalty: 4586.922852
	Iteration 76Q: 3 clusters Score -1123312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1123311.500000 Penalty: 4586.922852
	Iteration 77F: 3 clusters Score -1123312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24685 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16545 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 237509 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164333 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96194 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16376 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82293 members 
Mstep: Class 30 contains 29238 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574304.000000 Penalty: 117808.554688
Iteration 359Q: 34 clusters Score -2.055743e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24685 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16542 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161020 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 237509 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164333 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96194 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16376 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574336.000000 Penalty: 117808.554688
Iteration 360F: 34 clusters Score -2.055743e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16542 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161021 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 237510 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164332 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96194 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172249 members 
Mstep: Class 26 contains 16376 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82293 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 117808.554688
Iteration 361Q: 34 clusters Score -2.055744e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109902 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24682 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16543 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161021 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237509 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164332 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96193 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172248 members 
Mstep: Class 26 contains 16377 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574496.000000 Penalty: 117808.554688
Iteration 362Q: 34 clusters Score -2.055745e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161021 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 237508 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164333 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96192 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172247 members 
Mstep: Class 26 contains 16377 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 117808.554688
Iteration 363Q: 34 clusters Score -2.055744e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237508 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164334 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96192 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172247 members 
Mstep: Class 26 contains 16379 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574464.000000 Penalty: 117808.554688
Iteration 364Q: 34 clusters Score -2.055745e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237506 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164334 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96192 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172247 members 
Mstep: Class 26 contains 16380 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574480.000000 Penalty: 117808.554688
Iteration 365Q: 34 clusters Score -2.055745e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237506 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164334 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96192 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172247 members 
Mstep: Class 26 contains 16380 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574480.000000 Penalty: 117808.554688
Iteration 366F: 34 clusters Score -2.055745e+08 nChanged 0
Entering ConstructFrom: 
Score: -205574480.000000 Penalty: 117808.554688
Entering ConstructFrom: 
Trying to split cluster 1 (20772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Entering Unmasked Estep 
Score: -2317464.250000 Penalty: 2465.457520
	Iteration 0F: 2 clusters Score -2317464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2303025.500000 Penalty: 4930.915039
	Iteration 0F: 3 clusters Score -2303026 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2307963.000000 Penalty: 4930.915039
	Iteration 1F: 3 clusters Score -2307963 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2308530.750000 Penalty: 4930.915039
	Iteration 2F: 3 clusters Score -2308531 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2309145.250000 Penalty: 4930.915039
	Iteration 3F: 3 clusters Score -2309145 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2309733.250000 Penalty: 4930.915039
	Iteration 4F: 3 clusters Score -2309733 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2310253.250000 Penalty: 4930.915039
	Iteration 5F: 3 clusters Score -2310253 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2310735.000000 Penalty: 4930.915039
	Iteration 6Q: 3 clusters Score -2310735 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2311127.000000 Penalty: 4930.915039
	Iteration 7Q: 3 clusters Score -2311127 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2311503.500000 Penalty: 4930.915039
	Iteration 8Q: 3 clusters Score -2311504 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2311850.000000 Penalty: 4930.915039
	Iteration 9Q: 3 clusters Score -2311850 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2312155.250000 Penalty: 4930.915039
	Iteration 10Q: 3 clusters Score -2312155 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2312408.250000 Penalty: 4930.915039
	Iteration 11Q: 3 clusters Score -2312408 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2312615.750000 Penalty: 4930.915039
	Iteration 12Q: 3 clusters Score -2312616 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2312823.000000 Penalty: 4930.915039
	Iteration 13Q: 3 clusters Score -2312823 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2313033.750000 Penalty: 4930.915039
	Iteration 14Q: 3 clusters Score -2313034 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2313261.250000 Penalty: 4930.915039
	Iteration 15Q: 3 clusters Score -2313261 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2313458.750000 Penalty: 4930.915039
	Iteration 16Q: 3 clusters Score -2313459 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2313661.500000 Penalty: 4930.915039
	Iteration 17Q: 3 clusters Score -2313662 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2313867.750000 Penalty: 4930.915039
	Iteration 18Q: 3 clusters Score -2313868 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2314087.750000 Penalty: 4930.915039
	Iteration 19Q: 3 clusters Score -2314088 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2314324.750000 Penalty: 4930.915039
	Iteration 20F: 3 clusters Score -2314325 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2314532.250000 Penalty: 4930.915039
	Iteration 21Q: 3 clusters Score -2314532 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2314739.750000 Penalty: 4930.915039
	Iteration 22Q: 3 clusters Score -2314740 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2314912.250000 Penalty: 4930.915039
	Iteration 23Q: 3 clusters Score -2314912 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2315071.000000 Penalty: 4930.915039
	Iteration 24Q: 3 clusters Score -2315071 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2315194.000000 Penalty: 4930.915039
	Iteration 25Q: 3 clusters Score -2315194 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2315278.000000 Penalty: 4930.915039
	Iteration 26Q: 3 clusters Score -2315278 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2315338.250000 Penalty: 4930.915039
	Iteration 27Q: 3 clusters Score -2315338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2315385.250000 Penalty: 4930.915039
	Iteration 28Q: 3 clusters Score -2315385 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2315434.000000 Penalty: 4930.915039
	Iteration 29Q: 3 clusters Score -2315434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2315470.500000 Penalty: 4930.915039
	Iteration 30Q: 3 clusters Score -2315470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2315513.000000 Penalty: 4930.915039
	Iteration 31Q: 3 clusters Score -2315513 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2315558.250000 Penalty: 4930.915039
	Iteration 32Q: 3 clusters Score -2315558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2315588.000000 Penalty: 4930.915039
	Iteration 33Q: 3 clusters Score -2315588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2315614.000000 Penalty: 4930.915039
	Iteration 34Q: 3 clusters Score -2315614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2315623.750000 Penalty: 4930.915039
	Iteration 35Q: 3 clusters Score -2315624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2315627.500000 Penalty: 4930.915039
	Iteration 36Q: 3 clusters Score -2315628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2315636.500000 Penalty: 4930.915039
	Iteration 37Q: 3 clusters Score -2315636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2315643.250000 Penalty: 4930.915039
	Iteration 38Q: 3 clusters Score -2315643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2315650.000000 Penalty: 4930.915039
	Iteration 39Q: 3 clusters Score -2315650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2315654.500000 Penalty: 4930.915039
	Iteration 40F: 3 clusters Score -2315654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2315663.000000 Penalty: 4930.915039
	Iteration 41Q: 3 clusters Score -2315663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2315664.500000 Penalty: 4930.915039
	Iteration 42Q: 3 clusters Score -2315664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2315673.000000 Penalty: 4930.915039
	Iteration 43Q: 3 clusters Score -2315673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2315679.250000 Penalty: 4930.915039
	Iteration 44Q: 3 clusters Score -2315679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2315679.750000 Penalty: 4930.915039
	Iteration 45Q: 3 clusters Score -2315680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2315681.250000 Penalty: 4930.915039
	Iteration 46Q: 3 clusters Score -2315681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2315688.750000 Penalty: 4930.915039
	Iteration 47Q: 3 clusters Score -2315689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2315691.750000 Penalty: 4930.915039
	Iteration 48Q: 3 clusters Score -2315692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2315690.250000 Penalty: 4930.915039
	Iteration 49Q: 3 clusters Score -2315690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2315697.250000 Penalty: 4930.915039
	Iteration 50Q: 3 clusters Score -2315697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2315697.000000 Penalty: 4930.915039
	Iteration 51Q: 3 clusters Score -2315697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2315700.500000 Penalty: 4930.915039
	Iteration 52Q: 3 clusters Score -2315700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2315705.750000 Penalty: 4930.915039
	Iteration 53Q: 3 clusters Score -2315706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2315706.750000 Penalty: 4930.915039
	Iteration 54Q: 3 clusters Score -2315707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2315710.250000 Penalty: 4930.915039
	Iteration 55Q: 3 clusters Score -2315710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2315706.750000 Penalty: 4930.915039
	Iteration 56Q: 3 clusters Score -2315707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2315709.750000 Penalty: 4930.915039
	Iteration 57Q: 3 clusters Score -2315710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2315710.250000 Penalty: 4930.915039
	Iteration 58Q: 3 clusters Score -2315710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2315718.000000 Penalty: 4930.915039
	Iteration 59Q: 3 clusters Score -2315718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2315720.500000 Penalty: 4930.915039
	Iteration 60F: 3 clusters Score -2315720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2315725.000000 Penalty: 4930.915039
	Iteration 61Q: 3 clusters Score -2315725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2315724.250000 Penalty: 4930.915039
	Iteration 62Q: 3 clusters Score -2315724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2315724.250000 Penalty: 4930.915039
	Iteration 63F: 3 clusters Score -2315724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (109903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Entering Unmasked Estep 
Score: -13055533.000000 Penalty: 2878.623535
	Iteration 0F: 2 clusters Score -1.305553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -12982198.000000 Penalty: 5757.247070
	Iteration 0F: 3 clusters Score -1.29822e+07 nChanged 52157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -13011981.000000 Penalty: 5757.247070
	Iteration 1F: 3 clusters Score -1.301198e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -13012926.000000 Penalty: 5757.247070
	Iteration 2Q: 3 clusters Score -1.301293e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -13013934.000000 Penalty: 5757.247070
	Iteration 3Q: 3 clusters Score -1.301393e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -13015505.000000 Penalty: 5757.247070
	Iteration 4Q: 3 clusters Score -1.30155e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -13018142.000000 Penalty: 5757.247070
	Iteration 5Q: 3 clusters Score -1.301814e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -13022674.000000 Penalty: 5757.247070
	Iteration 6F: 3 clusters Score -1.302267e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -13029573.000000 Penalty: 5757.247070
	Iteration 7F: 3 clusters Score -1.302957e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -13037894.000000 Penalty: 5757.247070
	Iteration 8F: 3 clusters Score -1.303789e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -13045237.000000 Penalty: 5757.247070
	Iteration 9F: 3 clusters Score -1.304524e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -13049515.000000 Penalty: 5757.247070
	Iteration 10Q: 3 clusters Score -1.304952e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13051620.000000 Penalty: 5757.247070
	Iteration 11Q: 3 clusters Score -1.305162e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107526 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -13052561.000000 Penalty: 5757.247070
	Iteration 12Q: 3 clusters Score -1.305256e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13052997.000000 Penalty: 5757.247070
	Iteration 13Q: 3 clusters Score -1.3053e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -13053193.000000 Penalty: 5757.247070
	Iteration 14Q: 3 clusters Score -1.305319e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13053307.000000 Penalty: 5757.247070
	Iteration 15Q: 3 clusters Score -1.305331e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108274 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13053350.000000 Penalty: 5757.247070
	Iteration 16Q: 3 clusters Score -1.305335e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13053382.000000 Penalty: 5757.247070
	Iteration 17Q: 3 clusters Score -1.305338e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108343 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13053412.000000 Penalty: 5757.247070
	Iteration 18Q: 3 clusters Score -1.305341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108356 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13053436.000000 Penalty: 5757.247070
	Iteration 19Q: 3 clusters Score -1.305344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108375 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13053451.000000 Penalty: 5757.247070
	Iteration 20F: 3 clusters Score -1.305345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -13053483.000000 Penalty: 5757.247070
	Iteration 21Q: 3 clusters Score -1.305348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108387 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -13053477.000000 Penalty: 5757.247070
	Iteration 22Q: 3 clusters Score -1.305348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -13053479.000000 Penalty: 5757.247070
	Iteration 23Q: 3 clusters Score -1.305348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13053482.000000 Penalty: 5757.247070
	Iteration 24Q: 3 clusters Score -1.305348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13053485.000000 Penalty: 5757.247070
	Iteration 25Q: 3 clusters Score -1.305348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108422 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13053485.000000 Penalty: 5757.247070
	Iteration 26Q: 3 clusters Score -1.305348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13053478.000000 Penalty: 5757.247070
	Iteration 27Q: 3 clusters Score -1.305348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108422 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13053477.000000 Penalty: 5757.247070
	Iteration 28Q: 3 clusters Score -1.305348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13053499.000000 Penalty: 5757.247070
	Iteration 29Q: 3 clusters Score -1.30535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13053517.000000 Penalty: 5757.247070
	Iteration 30Q: 3 clusters Score -1.305352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108430 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13053515.000000 Penalty: 5757.247070
	Iteration 31Q: 3 clusters Score -1.305352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13053503.000000 Penalty: 5757.247070
	Iteration 32Q: 3 clusters Score -1.30535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13053509.000000 Penalty: 5757.247070
	Iteration 33Q: 3 clusters Score -1.305351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13053521.000000 Penalty: 5757.247070
	Iteration 34Q: 3 clusters Score -1.305352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13053513.000000 Penalty: 5757.247070
	Iteration 35Q: 3 clusters Score -1.305351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13053521.000000 Penalty: 5757.247070
	Iteration 36Q: 3 clusters Score -1.305352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13053524.000000 Penalty: 5757.247070
	Iteration 37Q: 3 clusters Score -1.305352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13053524.000000 Penalty: 5757.247070
	Iteration 38F: 3 clusters Score -1.305352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Entering Unmasked Estep 
Score: -2424424.500000 Penalty: 2470.375244
	Iteration 0F: 2 clusters Score -2424424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2409576.250000 Penalty: 4940.750488
	Iteration 0F: 3 clusters Score -2409576 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2414721.750000 Penalty: 4940.750488
	Iteration 1F: 3 clusters Score -2414722 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2415220.500000 Penalty: 4940.750488
	Iteration 2F: 3 clusters Score -2415220 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2415639.250000 Penalty: 4940.750488
	Iteration 3Q: 3 clusters Score -2415639 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2416036.500000 Penalty: 4940.750488
	Iteration 4Q: 3 clusters Score -2416036 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2416470.500000 Penalty: 4940.750488
	Iteration 5Q: 3 clusters Score -2416470 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2417003.500000 Penalty: 4940.750488
	Iteration 6Q: 3 clusters Score -2417004 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2417612.750000 Penalty: 4940.750488
	Iteration 7Q: 3 clusters Score -2417613 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2418256.500000 Penalty: 4940.750488
	Iteration 8Q: 3 clusters Score -2418256 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2418875.500000 Penalty: 4940.750488
	Iteration 9Q: 3 clusters Score -2418876 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2419453.000000 Penalty: 4940.750488
	Iteration 10Q: 3 clusters Score -2419453 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2419892.500000 Penalty: 4940.750488
	Iteration 11Q: 3 clusters Score -2419892 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2420223.250000 Penalty: 4940.750488
	Iteration 12Q: 3 clusters Score -2420223 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2420451.500000 Penalty: 4940.750488
	Iteration 13Q: 3 clusters Score -2420452 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2420642.500000 Penalty: 4940.750488
	Iteration 14Q: 3 clusters Score -2420642 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2420789.750000 Penalty: 4940.750488
	Iteration 15Q: 3 clusters Score -2420790 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2420899.750000 Penalty: 4940.750488
	Iteration 16Q: 3 clusters Score -2420900 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2420998.000000 Penalty: 4940.750488
	Iteration 17Q: 3 clusters Score -2420998 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2421083.500000 Penalty: 4940.750488
	Iteration 18Q: 3 clusters Score -2421084 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2421152.500000 Penalty: 4940.750488
	Iteration 19Q: 3 clusters Score -2421152 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2421222.500000 Penalty: 4940.750488
	Iteration 20F: 3 clusters Score -2421222 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2421292.250000 Penalty: 4940.750488
	Iteration 21Q: 3 clusters Score -2421292 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2421340.500000 Penalty: 4940.750488
	Iteration 22Q: 3 clusters Score -2421340 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2421404.750000 Penalty: 4940.750488
	Iteration 23Q: 3 clusters Score -2421405 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2421486.750000 Penalty: 4940.750488
	Iteration 24Q: 3 clusters Score -2421487 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2421554.500000 Penalty: 4940.750488
	Iteration 25Q: 3 clusters Score -2421554 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2421644.750000 Penalty: 4940.750488
	Iteration 26Q: 3 clusters Score -2421645 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2421730.000000 Penalty: 4940.750488
	Iteration 27Q: 3 clusters Score -2421730 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2421805.750000 Penalty: 4940.750488
	Iteration 28Q: 3 clusters Score -2421806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2421871.250000 Penalty: 4940.750488
	Iteration 29Q: 3 clusters Score -2421871 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2421929.000000 Penalty: 4940.750488
	Iteration 30Q: 3 clusters Score -2421929 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2421972.250000 Penalty: 4940.750488
	Iteration 31Q: 3 clusters Score -2421972 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2422033.500000 Penalty: 4940.750488
	Iteration 32Q: 3 clusters Score -2422034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2422091.250000 Penalty: 4940.750488
	Iteration 33Q: 3 clusters Score -2422091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2422138.750000 Penalty: 4940.750488
	Iteration 34Q: 3 clusters Score -2422139 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2422184.750000 Penalty: 4940.750488
	Iteration 35Q: 3 clusters Score -2422185 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2422228.500000 Penalty: 4940.750488
	Iteration 36Q: 3 clusters Score -2422228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2422272.750000 Penalty: 4940.750488
	Iteration 37Q: 3 clusters Score -2422273 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2422303.000000 Penalty: 4940.750488
	Iteration 38Q: 3 clusters Score -2422303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2422337.000000 Penalty: 4940.750488
	Iteration 39Q: 3 clusters Score -2422337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2422369.500000 Penalty: 4940.750488
	Iteration 40F: 3 clusters Score -2422370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2422395.750000 Penalty: 4940.750488
	Iteration 41Q: 3 clusters Score -2422396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2422438.750000 Penalty: 4940.750488
	Iteration 42Q: 3 clusters Score -2422439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2422470.500000 Penalty: 4940.750488
	Iteration 43Q: 3 clusters Score -2422470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2422504.250000 Penalty: 4940.750488
	Iteration 44Q: 3 clusters Score -2422504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2422524.250000 Penalty: 4940.750488
	Iteration 45Q: 3 clusters Score -2422524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2422535.500000 Penalty: 4940.750488
	Iteration 46Q: 3 clusters Score -2422536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2422550.000000 Penalty: 4940.750488
	Iteration 47Q: 3 clusters Score -2422550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2422562.250000 Penalty: 4940.750488
	Iteration 48Q: 3 clusters Score -2422562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2422576.500000 Penalty: 4940.750488
	Iteration 49Q: 3 clusters Score -2422576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2422595.000000 Penalty: 4940.750488
	Iteration 50Q: 3 clusters Score -2422595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2422616.750000 Penalty: 4940.750488
	Iteration 51Q: 3 clusters Score -2422617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2422640.250000 Penalty: 4940.750488
	Iteration 52Q: 3 clusters Score -2422640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2422652.500000 Penalty: 4940.750488
	Iteration 53Q: 3 clusters Score -2422652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2422672.000000 Penalty: 4940.750488
	Iteration 54Q: 3 clusters Score -2422672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2422678.250000 Penalty: 4940.750488
	Iteration 55Q: 3 clusters Score -2422678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2422693.750000 Penalty: 4940.750488
	Iteration 56Q: 3 clusters Score -2422694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2422703.000000 Penalty: 4940.750488
	Iteration 57Q: 3 clusters Score -2422703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2422719.000000 Penalty: 4940.750488
	Iteration 58Q: 3 clusters Score -2422719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2422732.000000 Penalty: 4940.750488
	Iteration 59Q: 3 clusters Score -2422732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2422735.500000 Penalty: 4940.750488
	Iteration 60F: 3 clusters Score -2422736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2422739.750000 Penalty: 4940.750488
	Iteration 61Q: 3 clusters Score -2422740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2422752.250000 Penalty: 4940.750488
	Iteration 62Q: 3 clusters Score -2422752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2422760.250000 Penalty: 4940.750488
	Iteration 63Q: 3 clusters Score -2422760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2422763.750000 Penalty: 4940.750488
	Iteration 64Q: 3 clusters Score -2422764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2422766.250000 Penalty: 4940.750488
	Iteration 65Q: 3 clusters Score -2422766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2422772.000000 Penalty: 4940.750488
	Iteration 66Q: 3 clusters Score -2422772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2422770.000000 Penalty: 4940.750488
	Iteration 67Q: 3 clusters Score -2422770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2422768.500000 Penalty: 4940.750488
	Iteration 68Q: 3 clusters Score -2422768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2422769.500000 Penalty: 4940.750488
	Iteration 69Q: 3 clusters Score -2422770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2422771.000000 Penalty: 4940.750488
	Iteration 70Q: 3 clusters Score -2422771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2422772.000000 Penalty: 4940.750488
	Iteration 71Q: 3 clusters Score -2422772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2422770.250000 Penalty: 4940.750488
	Iteration 72Q: 3 clusters Score -2422770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2422770.500000 Penalty: 4940.750488
	Iteration 73Q: 3 clusters Score -2422770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2422772.750000 Penalty: 4940.750488
	Iteration 74Q: 3 clusters Score -2422773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2422772.500000 Penalty: 4940.750488
	Iteration 75Q: 3 clusters Score -2422772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2422771.500000 Penalty: 4940.750488
	Iteration 76Q: 3 clusters Score -2422772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2422774.000000 Penalty: 4940.750488
	Iteration 77Q: 3 clusters Score -2422774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2422775.500000 Penalty: 4940.750488
	Iteration 78Q: 3 clusters Score -2422776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2422775.500000 Penalty: 4940.750488
	Iteration 79F: 3 clusters Score -2422776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Entering Unmasked Estep 
Score: -2783923.250000 Penalty: 2508.249756
	Iteration 0F: 2 clusters Score -2783923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2766839.750000 Penalty: 5016.499512
	Iteration 0F: 3 clusters Score -2766840 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2772988.500000 Penalty: 5016.499512
	Iteration 1F: 3 clusters Score -2772988 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2773599.750000 Penalty: 5016.499512
	Iteration 2F: 3 clusters Score -2773600 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2774175.500000 Penalty: 5016.499512
	Iteration 3F: 3 clusters Score -2774176 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2774790.750000 Penalty: 5016.499512
	Iteration 4F: 3 clusters Score -2774791 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2775453.000000 Penalty: 5016.499512
	Iteration 5F: 3 clusters Score -2775453 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2776208.500000 Penalty: 5016.499512
	Iteration 6F: 3 clusters Score -2776208 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2777026.000000 Penalty: 5016.499512
	Iteration 7F: 3 clusters Score -2777026 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2777750.250000 Penalty: 5016.499512
	Iteration 8Q: 3 clusters Score -2777750 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2778349.250000 Penalty: 5016.499512
	Iteration 9Q: 3 clusters Score -2778349 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2778853.750000 Penalty: 5016.499512
	Iteration 10Q: 3 clusters Score -2778854 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2779282.750000 Penalty: 5016.499512
	Iteration 11Q: 3 clusters Score -2779283 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2779646.500000 Penalty: 5016.499512
	Iteration 12Q: 3 clusters Score -2779646 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2779935.750000 Penalty: 5016.499512
	Iteration 13Q: 3 clusters Score -2779936 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2780137.750000 Penalty: 5016.499512
	Iteration 14Q: 3 clusters Score -2780138 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2780288.000000 Penalty: 5016.499512
	Iteration 15Q: 3 clusters Score -2780288 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2780430.750000 Penalty: 5016.499512
	Iteration 16Q: 3 clusters Score -2780431 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2780520.500000 Penalty: 5016.499512
	Iteration 17Q: 3 clusters Score -2780520 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2780623.750000 Penalty: 5016.499512
	Iteration 18Q: 3 clusters Score -2780624 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2780720.500000 Penalty: 5016.499512
	Iteration 19Q: 3 clusters Score -2780720 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2780788.250000 Penalty: 5016.499512
	Iteration 20F: 3 clusters Score -2780788 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2780883.000000 Penalty: 5016.499512
	Iteration 21Q: 3 clusters Score -2780883 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2780961.000000 Penalty: 5016.499512
	Iteration 22Q: 3 clusters Score -2780961 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2781053.000000 Penalty: 5016.499512
	Iteration 23Q: 3 clusters Score -2781053 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2781151.500000 Penalty: 5016.499512
	Iteration 24Q: 3 clusters Score -2781152 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2781256.000000 Penalty: 5016.499512
	Iteration 25Q: 3 clusters Score -2781256 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2781383.750000 Penalty: 5016.499512
	Iteration 26Q: 3 clusters Score -2781384 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2781488.500000 Penalty: 5016.499512
	Iteration 27Q: 3 clusters Score -2781488 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2781612.500000 Penalty: 5016.499512
	Iteration 28Q: 3 clusters Score -2781612 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2781712.500000 Penalty: 5016.499512
	Iteration 29Q: 3 clusters Score -2781712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2781814.000000 Penalty: 5016.499512
	Iteration 30Q: 3 clusters Score -2781814 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2781936.750000 Penalty: 5016.499512
	Iteration 31Q: 3 clusters Score -2781937 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2782059.500000 Penalty: 5016.499512
	Iteration 32Q: 3 clusters Score -2782060 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2782202.750000 Penalty: 5016.499512
	Iteration 33Q: 3 clusters Score -2782203 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2782381.750000 Penalty: 5016.499512
	Iteration 34Q: 3 clusters Score -2782382 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2782575.750000 Penalty: 5016.499512
	Iteration 35Q: 3 clusters Score -2782576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2782672.000000 Penalty: 5016.499512
	Iteration 36Q: 3 clusters Score -2782672 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2782733.500000 Penalty: 5016.499512
	Iteration 37Q: 3 clusters Score -2782734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2782776.250000 Penalty: 5016.499512
	Iteration 38Q: 3 clusters Score -2782776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2782796.500000 Penalty: 5016.499512
	Iteration 39Q: 3 clusters Score -2782796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2782805.750000 Penalty: 5016.499512
	Iteration 40F: 3 clusters Score -2782806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2782821.500000 Penalty: 5016.499512
	Iteration 41Q: 3 clusters Score -2782822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2782824.250000 Penalty: 5016.499512
	Iteration 42Q: 3 clusters Score -2782824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2782822.750000 Penalty: 5016.499512
	Iteration 43Q: 3 clusters Score -2782823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2782831.750000 Penalty: 5016.499512
	Iteration 44Q: 3 clusters Score -2782832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2782840.500000 Penalty: 5016.499512
	Iteration 45Q: 3 clusters Score -2782840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2782832.500000 Penalty: 5016.499512
	Iteration 46Q: 3 clusters Score -2782832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2782836.250000 Penalty: 5016.499512
	Iteration 47Q: 3 clusters Score -2782836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2782836.250000 Penalty: 5016.499512
	Iteration 48F: 3 clusters Score -2782836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Entering Unmasked Estep 
Score: -1909457.250000 Penalty: 2403.805908
	Iteration 0F: 2 clusters Score -1909457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1898020.750000 Penalty: 4807.611816
	Iteration 0F: 3 clusters Score -1898021 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1902414.500000 Penalty: 4807.611816
	Iteration 1F: 3 clusters Score -1902414 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1903681.250000 Penalty: 4807.611816
	Iteration 2F: 3 clusters Score -1903681 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1904883.000000 Penalty: 4807.611816
	Iteration 3F: 3 clusters Score -1904883 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1905905.750000 Penalty: 4807.611816
	Iteration 4F: 3 clusters Score -1905906 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1906640.625000 Penalty: 4807.611816
	Iteration 5F: 3 clusters Score -1906641 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1907148.250000 Penalty: 4807.611816
	Iteration 6Q: 3 clusters Score -1907148 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1907485.125000 Penalty: 4807.611816
	Iteration 7Q: 3 clusters Score -1907485 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1907687.750000 Penalty: 4807.611816
	Iteration 8Q: 3 clusters Score -1907688 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1907799.375000 Penalty: 4807.611816
	Iteration 9Q: 3 clusters Score -1907799 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1907887.750000 Penalty: 4807.611816
	Iteration 10Q: 3 clusters Score -1907888 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1907972.250000 Penalty: 4807.611816
	Iteration 11Q: 3 clusters Score -1907972 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1908046.750000 Penalty: 4807.611816
	Iteration 12Q: 3 clusters Score -1908047 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1908111.125000 Penalty: 4807.611816
	Iteration 13Q: 3 clusters Score -1908111 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1908168.625000 Penalty: 4807.611816
	Iteration 14Q: 3 clusters Score -1908169 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1908224.000000 Penalty: 4807.611816
	Iteration 15Q: 3 clusters Score -1908224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1908267.750000 Penalty: 4807.611816
	Iteration 16Q: 3 clusters Score -1908268 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1908323.000000 Penalty: 4807.611816
	Iteration 17Q: 3 clusters Score -1908323 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1908367.875000 Penalty: 4807.611816
	Iteration 18Q: 3 clusters Score -1908368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1908432.000000 Penalty: 4807.611816
	Iteration 19Q: 3 clusters Score -1908432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1908477.375000 Penalty: 4807.611816
	Iteration 20F: 3 clusters Score -1908477 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1908528.625000 Penalty: 4807.611816
	Iteration 21Q: 3 clusters Score -1908529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1908582.125000 Penalty: 4807.611816
	Iteration 22Q: 3 clusters Score -1908582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1908636.125000 Penalty: 4807.611816
	Iteration 23Q: 3 clusters Score -1908636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1908695.125000 Penalty: 4807.611816
	Iteration 24Q: 3 clusters Score -1908695 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1908745.625000 Penalty: 4807.611816
	Iteration 25Q: 3 clusters Score -1908746 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1908802.000000 Penalty: 4807.611816
	Iteration 26Q: 3 clusters Score -1908802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1908852.125000 Penalty: 4807.611816
	Iteration 27Q: 3 clusters Score -1908852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1908881.875000 Penalty: 4807.611816
	Iteration 28Q: 3 clusters Score -1908882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1908905.000000 Penalty: 4807.611816
	Iteration 29Q: 3 clusters Score -1908905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1908924.875000 Penalty: 4807.611816
	Iteration 30Q: 3 clusters Score -1908925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1908931.250000 Penalty: 4807.611816
	Iteration 31Q: 3 clusters Score -1908931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1908939.000000 Penalty: 4807.611816
	Iteration 32Q: 3 clusters Score -1908939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1908954.125000 Penalty: 4807.611816
	Iteration 33Q: 3 clusters Score -1908954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1908963.750000 Penalty: 4807.611816
	Iteration 34Q: 3 clusters Score -1908964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1908982.375000 Penalty: 4807.611816
	Iteration 35Q: 3 clusters Score -1908982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1909006.625000 Penalty: 4807.611816
	Iteration 36Q: 3 clusters Score -1909007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1909024.000000 Penalty: 4807.611816
	Iteration 37Q: 3 clusters Score -1909024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1909037.375000 Penalty: 4807.611816
	Iteration 38Q: 3 clusters Score -1909037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1909062.125000 Penalty: 4807.611816
	Iteration 39Q: 3 clusters Score -1909062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1909095.000000 Penalty: 4807.611816
	Iteration 40F: 3 clusters Score -1909095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1909142.500000 Penalty: 4807.611816
	Iteration 41Q: 3 clusters Score -1909142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1909170.875000 Penalty: 4807.611816
	Iteration 42Q: 3 clusters Score -1909171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1909189.000000 Penalty: 4807.611816
	Iteration 43Q: 3 clusters Score -1909189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1909199.500000 Penalty: 4807.611816
	Iteration 44Q: 3 clusters Score -1909200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1909204.750000 Penalty: 4807.611816
	Iteration 45Q: 3 clusters Score -1909205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1909216.250000 Penalty: 4807.611816
	Iteration 46Q: 3 clusters Score -1909216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1909223.000000 Penalty: 4807.611816
	Iteration 47Q: 3 clusters Score -1909223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1909222.625000 Penalty: 4807.611816
	Iteration 48Q: 3 clusters Score -1909223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1909228.375000 Penalty: 4807.611816
	Iteration 49Q: 3 clusters Score -1909228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1909235.125000 Penalty: 4807.611816
	Iteration 50Q: 3 clusters Score -1909235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1909244.000000 Penalty: 4807.611816
	Iteration 51Q: 3 clusters Score -1909244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1909249.375000 Penalty: 4807.611816
	Iteration 52Q: 3 clusters Score -1909249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1909253.000000 Penalty: 4807.611816
	Iteration 53Q: 3 clusters Score -1909253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1909262.500000 Penalty: 4807.611816
	Iteration 54Q: 3 clusters Score -1909262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1909265.500000 Penalty: 4807.611816
	Iteration 55Q: 3 clusters Score -1909266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1909265.375000 Penalty: 4807.611816
	Iteration 56Q: 3 clusters Score -1909265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1909266.500000 Penalty: 4807.611816
	Iteration 57Q: 3 clusters Score -1909266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1909271.750000 Penalty: 4807.611816
	Iteration 58Q: 3 clusters Score -1909272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1909271.125000 Penalty: 4807.611816
	Iteration 59Q: 3 clusters Score -1909271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1909271.125000 Penalty: 4807.611816
	Iteration 60F: 3 clusters Score -1909271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Entering Unmasked Estep 
Score: -1662478.250000 Penalty: 2378.101562
	Iteration 0F: 2 clusters Score -1662478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1651917.000000 Penalty: 4756.203125
	Iteration 0F: 3 clusters Score -1651917 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1655268.625000 Penalty: 4756.203125
	Iteration 1F: 3 clusters Score -1655269 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1655691.000000 Penalty: 4756.203125
	Iteration 2F: 3 clusters Score -1655691 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1656067.875000 Penalty: 4756.203125
	Iteration 3F: 3 clusters Score -1656068 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1656432.875000 Penalty: 4756.203125
	Iteration 4F: 3 clusters Score -1656433 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1656822.000000 Penalty: 4756.203125
	Iteration 5Q: 3 clusters Score -1656822 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1657258.000000 Penalty: 4756.203125
	Iteration 6F: 3 clusters Score -1657258 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1657780.250000 Penalty: 4756.203125
	Iteration 7F: 3 clusters Score -1657780 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1658348.500000 Penalty: 4756.203125
	Iteration 8F: 3 clusters Score -1658348 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1658866.750000 Penalty: 4756.203125
	Iteration 9F: 3 clusters Score -1658867 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1659298.000000 Penalty: 4756.203125
	Iteration 10Q: 3 clusters Score -1659298 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1659682.250000 Penalty: 4756.203125
	Iteration 11Q: 3 clusters Score -1659682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1659971.125000 Penalty: 4756.203125
	Iteration 12Q: 3 clusters Score -1659971 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1660213.250000 Penalty: 4756.203125
	Iteration 13Q: 3 clusters Score -1660213 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1660428.875000 Penalty: 4756.203125
	Iteration 14Q: 3 clusters Score -1660429 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1660574.250000 Penalty: 4756.203125
	Iteration 15Q: 3 clusters Score -1660574 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1660670.500000 Penalty: 4756.203125
	Iteration 16Q: 3 clusters Score -1660670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1660705.875000 Penalty: 4756.203125
	Iteration 17Q: 3 clusters Score -1660706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1660728.750000 Penalty: 4756.203125
	Iteration 18Q: 3 clusters Score -1660729 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1660763.250000 Penalty: 4756.203125
	Iteration 19Q: 3 clusters Score -1660763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1660781.625000 Penalty: 4756.203125
	Iteration 20F: 3 clusters Score -1660782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1660806.750000 Penalty: 4756.203125
	Iteration 21Q: 3 clusters Score -1660807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1660816.125000 Penalty: 4756.203125
	Iteration 22Q: 3 clusters Score -1660816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1660829.625000 Penalty: 4756.203125
	Iteration 23Q: 3 clusters Score -1660830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1660836.875000 Penalty: 4756.203125
	Iteration 24Q: 3 clusters Score -1660837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1660850.750000 Penalty: 4756.203125
	Iteration 25Q: 3 clusters Score -1660851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1660861.250000 Penalty: 4756.203125
	Iteration 26Q: 3 clusters Score -1660861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1660868.500000 Penalty: 4756.203125
	Iteration 27Q: 3 clusters Score -1660868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1660877.500000 Penalty: 4756.203125
	Iteration 28Q: 3 clusters Score -1660878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1660880.250000 Penalty: 4756.203125
	Iteration 29Q: 3 clusters Score -1660880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1660884.875000 Penalty: 4756.203125
	Iteration 30Q: 3 clusters Score -1660885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1660891.625000 Penalty: 4756.203125
	Iteration 31Q: 3 clusters Score -1660892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1660904.125000 Penalty: 4756.203125
	Iteration 32Q: 3 clusters Score -1660904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1660906.375000 Penalty: 4756.203125
	Iteration 33Q: 3 clusters Score -1660906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1660909.750000 Penalty: 4756.203125
	Iteration 34Q: 3 clusters Score -1660910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1660912.375000 Penalty: 4756.203125
	Iteration 35Q: 3 clusters Score -1660912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1660913.250000 Penalty: 4756.203125
	Iteration 36Q: 3 clusters Score -1660913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1660918.625000 Penalty: 4756.203125
	Iteration 37Q: 3 clusters Score -1660919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1660921.625000 Penalty: 4756.203125
	Iteration 38Q: 3 clusters Score -1660922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1660922.750000 Penalty: 4756.203125
	Iteration 39Q: 3 clusters Score -1660923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1660927.625000 Penalty: 4756.203125
	Iteration 40F: 3 clusters Score -1660928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1660928.000000 Penalty: 4756.203125
	Iteration 41Q: 3 clusters Score -1660928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1660929.625000 Penalty: 4756.203125
	Iteration 42Q: 3 clusters Score -1660930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1660931.250000 Penalty: 4756.203125
	Iteration 43Q: 3 clusters Score -1660931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1660931.375000 Penalty: 4756.203125
	Iteration 44Q: 3 clusters Score -1660931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1660931.000000 Penalty: 4756.203125
	Iteration 45Q: 3 clusters Score -1660931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1660930.625000 Penalty: 4756.203125
	Iteration 46Q: 3 clusters Score -1660931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1660930.625000 Penalty: 4756.203125
	Iteration 47F: 3 clusters Score -1660931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Entering Unmasked Estep 
Score: -2533906.500000 Penalty: 2488.102539
	Iteration 0F: 2 clusters Score -2533906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2518004.250000 Penalty: 4976.205078
	Iteration 0F: 3 clusters Score -2518004 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2523563.750000 Penalty: 4976.205078
	Iteration 1F: 3 clusters Score -2523564 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2524177.250000 Penalty: 4976.205078
	Iteration 2F: 3 clusters Score -2524177 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2524774.250000 Penalty: 4976.205078
	Iteration 3F: 3 clusters Score -2524774 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2525396.250000 Penalty: 4976.205078
	Iteration 4F: 3 clusters Score -2525396 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2526026.500000 Penalty: 4976.205078
	Iteration 5F: 3 clusters Score -2526026 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2526666.250000 Penalty: 4976.205078
	Iteration 6F: 3 clusters Score -2526666 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2527383.250000 Penalty: 4976.205078
	Iteration 7F: 3 clusters Score -2527383 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2528144.750000 Penalty: 4976.205078
	Iteration 8F: 3 clusters Score -2528145 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2528866.750000 Penalty: 4976.205078
	Iteration 9F: 3 clusters Score -2528867 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2529555.250000 Penalty: 4976.205078
	Iteration 10Q: 3 clusters Score -2529555 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2530180.250000 Penalty: 4976.205078
	Iteration 11Q: 3 clusters Score -2530180 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2530556.500000 Penalty: 4976.205078
	Iteration 12Q: 3 clusters Score -2530556 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2530804.000000 Penalty: 4976.205078
	Iteration 13Q: 3 clusters Score -2530804 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2530964.000000 Penalty: 4976.205078
	Iteration 14Q: 3 clusters Score -2530964 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2531063.250000 Penalty: 4976.205078
	Iteration 15Q: 3 clusters Score -2531063 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2531118.000000 Penalty: 4976.205078
	Iteration 16Q: 3 clusters Score -2531118 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2531162.250000 Penalty: 4976.205078
	Iteration 17Q: 3 clusters Score -2531162 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2531191.000000 Penalty: 4976.205078
	Iteration 18Q: 3 clusters Score -2531191 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2531227.750000 Penalty: 4976.205078
	Iteration 19Q: 3 clusters Score -2531228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2531248.500000 Penalty: 4976.205078
	Iteration 20F: 3 clusters Score -2531248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2531250.000000 Penalty: 4976.205078
	Iteration 21Q: 3 clusters Score -2531250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2531262.750000 Penalty: 4976.205078
	Iteration 22Q: 3 clusters Score -2531263 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2531270.250000 Penalty: 4976.205078
	Iteration 23Q: 3 clusters Score -2531270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2531287.750000 Penalty: 4976.205078
	Iteration 24Q: 3 clusters Score -2531288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2531298.250000 Penalty: 4976.205078
	Iteration 25Q: 3 clusters Score -2531298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2531300.750000 Penalty: 4976.205078
	Iteration 26Q: 3 clusters Score -2531301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2531306.000000 Penalty: 4976.205078
	Iteration 27Q: 3 clusters Score -2531306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2531302.000000 Penalty: 4976.205078
	Iteration 28Q: 3 clusters Score -2531302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2531308.750000 Penalty: 4976.205078
	Iteration 29Q: 3 clusters Score -2531309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2531305.750000 Penalty: 4976.205078
	Iteration 30Q: 3 clusters Score -2531306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2531312.500000 Penalty: 4976.205078
	Iteration 31Q: 3 clusters Score -2531312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2531319.500000 Penalty: 4976.205078
	Iteration 32Q: 3 clusters Score -2531320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2531324.500000 Penalty: 4976.205078
	Iteration 33Q: 3 clusters Score -2531324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2531323.500000 Penalty: 4976.205078
	Iteration 34Q: 3 clusters Score -2531324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2531328.250000 Penalty: 4976.205078
	Iteration 35Q: 3 clusters Score -2531328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2531331.500000 Penalty: 4976.205078
	Iteration 36Q: 3 clusters Score -2531332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2531336.500000 Penalty: 4976.205078
	Iteration 37Q: 3 clusters Score -2531336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2531334.500000 Penalty: 4976.205078
	Iteration 38Q: 3 clusters Score -2531334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2531333.500000 Penalty: 4976.205078
	Iteration 39Q: 3 clusters Score -2531334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2531336.750000 Penalty: 4976.205078
	Iteration 40F: 3 clusters Score -2531337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2531336.500000 Penalty: 4976.205078
	Iteration 41Q: 3 clusters Score -2531336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2531335.500000 Penalty: 4976.205078
	Iteration 42Q: 3 clusters Score -2531336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2531337.750000 Penalty: 4976.205078
	Iteration 43Q: 3 clusters Score -2531338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2531336.250000 Penalty: 4976.205078
	Iteration 44Q: 3 clusters Score -2531336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2531338.500000 Penalty: 4976.205078
	Iteration 45Q: 3 clusters Score -2531338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2531337.250000 Penalty: 4976.205078
	Iteration 46Q: 3 clusters Score -2531337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2531341.000000 Penalty: 4976.205078
	Iteration 47Q: 3 clusters Score -2531341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2531338.000000 Penalty: 4976.205078
	Iteration 48Q: 3 clusters Score -2531338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2531339.000000 Penalty: 4976.205078
	Iteration 49Q: 3 clusters Score -2531339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2531341.000000 Penalty: 4976.205078
	Iteration 50Q: 3 clusters Score -2531341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2531341.000000 Penalty: 4976.205078
	Iteration 51Q: 3 clusters Score -2531341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2531338.500000 Penalty: 4976.205078
	Iteration 52Q: 3 clusters Score -2531338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2531338.500000 Penalty: 4976.205078
	Iteration 53Q: 3 clusters Score -2531338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2531340.500000 Penalty: 4976.205078
	Iteration 54Q: 3 clusters Score -2531340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2531344.500000 Penalty: 4976.205078
	Iteration 55Q: 3 clusters Score -2531344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2531346.500000 Penalty: 4976.205078
	Iteration 56Q: 3 clusters Score -2531346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2531346.250000 Penalty: 4976.205078
	Iteration 57Q: 3 clusters Score -2531346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2531346.250000 Penalty: 4976.205078
	Iteration 58F: 3 clusters Score -2531346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Entering Unmasked Estep 
Score: -14022126.000000 Penalty: 2894.690674
	Iteration 0F: 2 clusters Score -1.402213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -13943772.000000 Penalty: 5789.381348
	Iteration 0F: 3 clusters Score -1.394377e+07 nChanged 55918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -13976232.000000 Penalty: 5789.381348
	Iteration 1F: 3 clusters Score -1.397623e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -13977531.000000 Penalty: 5789.381348
	Iteration 2Q: 3 clusters Score -1.397753e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -13979126.000000 Penalty: 5789.381348
	Iteration 3Q: 3 clusters Score -1.397913e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -13981311.000000 Penalty: 5789.381348
	Iteration 4Q: 3 clusters Score -1.398131e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -13983962.000000 Penalty: 5789.381348
	Iteration 5F: 3 clusters Score -1.398396e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -13987368.000000 Penalty: 5789.381348
	Iteration 6F: 3 clusters Score -1.398737e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -13991717.000000 Penalty: 5789.381348
	Iteration 7F: 3 clusters Score -1.399172e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -13996678.000000 Penalty: 5789.381348
	Iteration 8F: 3 clusters Score -1.399668e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -14001343.000000 Penalty: 5789.381348
	Iteration 9F: 3 clusters Score -1.400134e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -14005009.000000 Penalty: 5789.381348
	Iteration 10Q: 3 clusters Score -1.400501e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -14007406.000000 Penalty: 5789.381348
	Iteration 11Q: 3 clusters Score -1.400741e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -14009079.000000 Penalty: 5789.381348
	Iteration 12Q: 3 clusters Score -1.400908e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 95018 members 
Entering Unmasked Estep 
Score: -14010421.000000 Penalty: 5789.381348
	Iteration 13Q: 3 clusters Score -1.401042e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -14011608.000000 Penalty: 5789.381348
	Iteration 14Q: 3 clusters Score -1.401161e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 99743 members 
Entering Unmasked Estep 
Score: -14012721.000000 Penalty: 5789.381348
	Iteration 15Q: 3 clusters Score -1.401272e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -14013758.000000 Penalty: 5789.381348
	Iteration 16Q: 3 clusters Score -1.401376e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 103900 members 
Entering Unmasked Estep 
Score: -14014787.000000 Penalty: 5789.381348
	Iteration 17Q: 3 clusters Score -1.401479e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 105763 members 
Entering Unmasked Estep 
Score: -14015769.000000 Penalty: 5789.381348
	Iteration 18Q: 3 clusters Score -1.401577e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -14016574.000000 Penalty: 5789.381348
	Iteration 19Q: 3 clusters Score -1.401657e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -14017257.000000 Penalty: 5789.381348
	Iteration 20F: 3 clusters Score -1.401726e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -14017886.000000 Penalty: 5789.381348
	Iteration 21Q: 3 clusters Score -1.401789e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 111141 members 
Entering Unmasked Estep 
Score: -14018343.000000 Penalty: 5789.381348
	Iteration 22Q: 3 clusters Score -1.401834e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 112019 members 
Entering Unmasked Estep 
Score: -14018694.000000 Penalty: 5789.381348
	Iteration 23Q: 3 clusters Score -1.401869e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 112754 members 
Entering Unmasked Estep 
Score: -14018998.000000 Penalty: 5789.381348
	Iteration 24Q: 3 clusters Score -1.4019e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -14019243.000000 Penalty: 5789.381348
	Iteration 25Q: 3 clusters Score -1.401924e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -14019425.000000 Penalty: 5789.381348
	Iteration 26Q: 3 clusters Score -1.401942e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 114218 members 
Entering Unmasked Estep 
Score: -14019559.000000 Penalty: 5789.381348
	Iteration 27Q: 3 clusters Score -1.401956e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -14019625.000000 Penalty: 5789.381348
	Iteration 28Q: 3 clusters Score -1.401962e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -14019694.000000 Penalty: 5789.381348
	Iteration 29Q: 3 clusters Score -1.401969e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -14019765.000000 Penalty: 5789.381348
	Iteration 30Q: 3 clusters Score -1.401976e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 115111 members 
Entering Unmasked Estep 
Score: -14019824.000000 Penalty: 5789.381348
	Iteration 31Q: 3 clusters Score -1.401982e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 115227 members 
Entering Unmasked Estep 
Score: -14019894.000000 Penalty: 5789.381348
	Iteration 32Q: 3 clusters Score -1.401989e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -14019923.000000 Penalty: 5789.381348
	Iteration 33Q: 3 clusters Score -1.401992e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -14019968.000000 Penalty: 5789.381348
	Iteration 34Q: 3 clusters Score -1.401997e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -14019975.000000 Penalty: 5789.381348
	Iteration 35Q: 3 clusters Score -1.401998e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -14019980.000000 Penalty: 5789.381348
	Iteration 36Q: 3 clusters Score -1.401998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -14019987.000000 Penalty: 5789.381348
	Iteration 37Q: 3 clusters Score -1.401999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 115568 members 
Entering Unmasked Estep 
Score: -14020015.000000 Penalty: 5789.381348
	Iteration 38Q: 3 clusters Score -1.402002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -14020018.000000 Penalty: 5789.381348
	Iteration 39Q: 3 clusters Score -1.402002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -14020047.000000 Penalty: 5789.381348
	Iteration 40F: 3 clusters Score -1.402005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -14020041.000000 Penalty: 5789.381348
	Iteration 41Q: 3 clusters Score -1.402004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -14020035.000000 Penalty: 5789.381348
	Iteration 42Q: 3 clusters Score -1.402004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -14020035.000000 Penalty: 5789.381348
	Iteration 43Q: 3 clusters Score -1.402004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -14020032.000000 Penalty: 5789.381348
	Iteration 44Q: 3 clusters Score -1.402003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -14020045.000000 Penalty: 5789.381348
	Iteration 45Q: 3 clusters Score -1.402004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -14020062.000000 Penalty: 5789.381348
	Iteration 46Q: 3 clusters Score -1.402006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -14020055.000000 Penalty: 5789.381348
	Iteration 47Q: 3 clusters Score -1.402006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -14020071.000000 Penalty: 5789.381348
	Iteration 48Q: 3 clusters Score -1.402007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 115713 members 
Entering Unmasked Estep 
Score: -14020064.000000 Penalty: 5789.381348
	Iteration 49Q: 3 clusters Score -1.402006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -14020056.000000 Penalty: 5789.381348
	Iteration 50Q: 3 clusters Score -1.402006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -14020069.000000 Penalty: 5789.381348
	Iteration 51Q: 3 clusters Score -1.402007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -14020069.000000 Penalty: 5789.381348
	Iteration 52Q: 3 clusters Score -1.402007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -14020086.000000 Penalty: 5789.381348
	Iteration 53Q: 3 clusters Score -1.402009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -14020093.000000 Penalty: 5789.381348
	Iteration 54Q: 3 clusters Score -1.402009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 115769 members 
Entering Unmasked Estep 
Score: -14020102.000000 Penalty: 5789.381348
	Iteration 55Q: 3 clusters Score -1.40201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -14020111.000000 Penalty: 5789.381348
	Iteration 56Q: 3 clusters Score -1.402011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 115785 members 
Entering Unmasked Estep 
Score: -14020115.000000 Penalty: 5789.381348
	Iteration 57Q: 3 clusters Score -1.402012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -14020110.000000 Penalty: 5789.381348
	Iteration 58Q: 3 clusters Score -1.402011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -14020106.000000 Penalty: 5789.381348
	Iteration 59Q: 3 clusters Score -1.402011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -14020101.000000 Penalty: 5789.381348
	Iteration 60F: 3 clusters Score -1.40201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -14020106.000000 Penalty: 5789.381348
	Iteration 61Q: 3 clusters Score -1.402011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -14020111.000000 Penalty: 5789.381348
	Iteration 62Q: 3 clusters Score -1.402011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -14020111.000000 Penalty: 5789.381348
	Iteration 63F: 3 clusters Score -1.402011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -290380.593750 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -290380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -287263.750000 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -287263.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -288000.875000 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -288000.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -288315.281250 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -288315.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -288585.156250 Penalty: 3925.106445
	Iteration 3F: 3 clusters Score -288585.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -288886.031250 Penalty: 3925.106445
	Iteration 4F: 3 clusters Score -288886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -289162.093750 Penalty: 3925.106445
	Iteration 5F: 3 clusters Score -289162.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -289361.656250 Penalty: 3925.106445
	Iteration 6F: 3 clusters Score -289361.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -289504.000000 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -289504 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -289609.125000 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -289609.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -289686.500000 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -289686.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -289740.625000 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -289740.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -289780.375000 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -289780.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -289818.125000 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -289818.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -289841.937500 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -289841.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -289852.750000 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -289852.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -289861.562500 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -289861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -289867.187500 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -289867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -289872.937500 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -289872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -289876.937500 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -289876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -289879.468750 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -289879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289882.875000 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -289882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289882.781250 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -289882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289882.781250 Penalty: 3925.106445
	Iteration 22F: 3 clusters Score -289882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Entering Unmasked Estep 
Score: -8604835.000000 Penalty: 2769.743408
	Iteration 0F: 2 clusters Score -8604835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -8557499.000000 Penalty: 5539.486816
	Iteration 0F: 3 clusters Score -8557499 nChanged 33268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -8576172.000000 Penalty: 5539.486816
	Iteration 1F: 3 clusters Score -8576172 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -8576989.000000 Penalty: 5539.486816
	Iteration 2Q: 3 clusters Score -8576989 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -8577885.000000 Penalty: 5539.486816
	Iteration 3Q: 3 clusters Score -8577885 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -8579334.000000 Penalty: 5539.486816
	Iteration 4Q: 3 clusters Score -8579334 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -8581410.000000 Penalty: 5539.486816
	Iteration 5F: 3 clusters Score -8581410 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -8584383.000000 Penalty: 5539.486816
	Iteration 6F: 3 clusters Score -8584383 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -8588019.000000 Penalty: 5539.486816
	Iteration 7F: 3 clusters Score -8588019 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -8591961.000000 Penalty: 5539.486816
	Iteration 8F: 3 clusters Score -8591961 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -8595341.000000 Penalty: 5539.486816
	Iteration 9F: 3 clusters Score -8595341 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -8597439.000000 Penalty: 5539.486816
	Iteration 10Q: 3 clusters Score -8597439 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -8598415.000000 Penalty: 5539.486816
	Iteration 11Q: 3 clusters Score -8598415 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -8598968.000000 Penalty: 5539.486816
	Iteration 12Q: 3 clusters Score -8598968 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -8599334.000000 Penalty: 5539.486816
	Iteration 13Q: 3 clusters Score -8599334 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -8599598.000000 Penalty: 5539.486816
	Iteration 14Q: 3 clusters Score -8599598 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -8599934.000000 Penalty: 5539.486816
	Iteration 15Q: 3 clusters Score -8599934 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -8600174.000000 Penalty: 5539.486816
	Iteration 16Q: 3 clusters Score -8600174 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8600406.000000 Penalty: 5539.486816
	Iteration 17Q: 3 clusters Score -8600406 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8600649.000000 Penalty: 5539.486816
	Iteration 18Q: 3 clusters Score -8600649 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8600865.000000 Penalty: 5539.486816
	Iteration 19Q: 3 clusters Score -8600865 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -8601026.000000 Penalty: 5539.486816
	Iteration 20F: 3 clusters Score -8601026 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8601222.000000 Penalty: 5539.486816
	Iteration 21Q: 3 clusters Score -8601222 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8601388.000000 Penalty: 5539.486816
	Iteration 22Q: 3 clusters Score -8601388 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8601539.000000 Penalty: 5539.486816
	Iteration 23Q: 3 clusters Score -8601539 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8601674.000000 Penalty: 5539.486816
	Iteration 24Q: 3 clusters Score -8601674 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8601825.000000 Penalty: 5539.486816
	Iteration 25Q: 3 clusters Score -8601825 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8601905.000000 Penalty: 5539.486816
	Iteration 26Q: 3 clusters Score -8601905 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8601971.000000 Penalty: 5539.486816
	Iteration 27Q: 3 clusters Score -8601971 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8602033.000000 Penalty: 5539.486816
	Iteration 28Q: 3 clusters Score -8602033 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8602067.000000 Penalty: 5539.486816
	Iteration 29Q: 3 clusters Score -8602067 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8602099.000000 Penalty: 5539.486816
	Iteration 30Q: 3 clusters Score -8602099 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8602152.000000 Penalty: 5539.486816
	Iteration 31Q: 3 clusters Score -8602152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8602190.000000 Penalty: 5539.486816
	Iteration 32Q: 3 clusters Score -8602190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8602200.000000 Penalty: 5539.486816
	Iteration 33Q: 3 clusters Score -8602200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8602235.000000 Penalty: 5539.486816
	Iteration 34Q: 3 clusters Score -8602235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8602286.000000 Penalty: 5539.486816
	Iteration 35Q: 3 clusters Score -8602286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8602303.000000 Penalty: 5539.486816
	Iteration 36Q: 3 clusters Score -8602303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8602326.000000 Penalty: 5539.486816
	Iteration 37Q: 3 clusters Score -8602326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8602359.000000 Penalty: 5539.486816
	Iteration 38Q: 3 clusters Score -8602359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8602369.000000 Penalty: 5539.486816
	Iteration 39Q: 3 clusters Score -8602369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8602392.000000 Penalty: 5539.486816
	Iteration 40F: 3 clusters Score -8602392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8602411.000000 Penalty: 5539.486816
	Iteration 41Q: 3 clusters Score -8602411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8602411.000000 Penalty: 5539.486816
	Iteration 42Q: 3 clusters Score -8602411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8602425.000000 Penalty: 5539.486816
	Iteration 43Q: 3 clusters Score -8602425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8602420.000000 Penalty: 5539.486816
	Iteration 44Q: 3 clusters Score -8602420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8602439.000000 Penalty: 5539.486816
	Iteration 45Q: 3 clusters Score -8602439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8602438.000000 Penalty: 5539.486816
	Iteration 46Q: 3 clusters Score -8602438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8602439.000000 Penalty: 5539.486816
	Iteration 47Q: 3 clusters Score -8602439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8602442.000000 Penalty: 5539.486816
	Iteration 48Q: 3 clusters Score -8602442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8602462.000000 Penalty: 5539.486816
	Iteration 49Q: 3 clusters Score -8602462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8602477.000000 Penalty: 5539.486816
	Iteration 50Q: 3 clusters Score -8602477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8602491.000000 Penalty: 5539.486816
	Iteration 51Q: 3 clusters Score -8602491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8602479.000000 Penalty: 5539.486816
	Iteration 52Q: 3 clusters Score -8602479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8602485.000000 Penalty: 5539.486816
	Iteration 53Q: 3 clusters Score -8602485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8602486.000000 Penalty: 5539.486816
	Iteration 54Q: 3 clusters Score -8602486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8602487.000000 Penalty: 5539.486816
	Iteration 55Q: 3 clusters Score -8602487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8602492.000000 Penalty: 5539.486816
	Iteration 56Q: 3 clusters Score -8602492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8602490.000000 Penalty: 5539.486816
	Iteration 57Q: 3 clusters Score -8602490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8602487.000000 Penalty: 5539.486816
	Iteration 58Q: 3 clusters Score -8602487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8602495.000000 Penalty: 5539.486816
	Iteration 59Q: 3 clusters Score -8602495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8602505.000000 Penalty: 5539.486816
	Iteration 60F: 3 clusters Score -8602505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8602505.000000 Penalty: 5539.486816
	Iteration 61Q: 3 clusters Score -8602505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8602501.000000 Penalty: 5539.486816
	Iteration 62Q: 3 clusters Score -8602501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8602514.000000 Penalty: 5539.486816
	Iteration 63Q: 3 clusters Score -8602514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8602519.000000 Penalty: 5539.486816
	Iteration 64Q: 3 clusters Score -8602519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8602536.000000 Penalty: 5539.486816
	Iteration 65Q: 3 clusters Score -8602536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8602531.000000 Penalty: 5539.486816
	Iteration 66Q: 3 clusters Score -8602531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8602528.000000 Penalty: 5539.486816
	Iteration 67Q: 3 clusters Score -8602528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8602533.000000 Penalty: 5539.486816
	Iteration 68Q: 3 clusters Score -8602533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8602534.000000 Penalty: 5539.486816
	Iteration 69Q: 3 clusters Score -8602534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8602555.000000 Penalty: 5539.486816
	Iteration 70Q: 3 clusters Score -8602555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8602555.000000 Penalty: 5539.486816
	Iteration 71Q: 3 clusters Score -8602555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8602552.000000 Penalty: 5539.486816
	Iteration 72Q: 3 clusters Score -8602552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8602553.000000 Penalty: 5539.486816
	Iteration 73Q: 3 clusters Score -8602553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8602552.000000 Penalty: 5539.486816
	Iteration 74Q: 3 clusters Score -8602552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8602555.000000 Penalty: 5539.486816
	Iteration 75Q: 3 clusters Score -8602555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8602556.000000 Penalty: 5539.486816
	Iteration 76Q: 3 clusters Score -8602556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8602561.000000 Penalty: 5539.486816
	Iteration 77Q: 3 clusters Score -8602561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8602560.000000 Penalty: 5539.486816
	Iteration 78Q: 3 clusters Score -8602560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8602564.000000 Penalty: 5539.486816
	Iteration 79Q: 3 clusters Score -8602564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8602564.000000 Penalty: 5539.486816
	Iteration 80F: 3 clusters Score -8602564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Entering Unmasked Estep 
Score: -1883792.875000 Penalty: 2409.017090
	Iteration 0F: 2 clusters Score -1883793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1871936.000000 Penalty: 4818.034180
	Iteration 0F: 3 clusters Score -1871936 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1876162.000000 Penalty: 4818.034180
	Iteration 1F: 3 clusters Score -1876162 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1876728.500000 Penalty: 4818.034180
	Iteration 2F: 3 clusters Score -1876728 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1877160.125000 Penalty: 4818.034180
	Iteration 3F: 3 clusters Score -1877160 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1877497.375000 Penalty: 4818.034180
	Iteration 4Q: 3 clusters Score -1877497 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1877811.250000 Penalty: 4818.034180
	Iteration 5Q: 3 clusters Score -1877811 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1878087.625000 Penalty: 4818.034180
	Iteration 6Q: 3 clusters Score -1878088 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1878394.250000 Penalty: 4818.034180
	Iteration 7Q: 3 clusters Score -1878394 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1878752.000000 Penalty: 4818.034180
	Iteration 8Q: 3 clusters Score -1878752 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1879144.000000 Penalty: 4818.034180
	Iteration 9Q: 3 clusters Score -1879144 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1879481.625000 Penalty: 4818.034180
	Iteration 10Q: 3 clusters Score -1879482 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1879782.000000 Penalty: 4818.034180
	Iteration 11Q: 3 clusters Score -1879782 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1880006.375000 Penalty: 4818.034180
	Iteration 12Q: 3 clusters Score -1880006 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1880177.625000 Penalty: 4818.034180
	Iteration 13Q: 3 clusters Score -1880178 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1880305.625000 Penalty: 4818.034180
	Iteration 14Q: 3 clusters Score -1880306 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1880450.000000 Penalty: 4818.034180
	Iteration 15Q: 3 clusters Score -1880450 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1880583.250000 Penalty: 4818.034180
	Iteration 16Q: 3 clusters Score -1880583 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1880733.125000 Penalty: 4818.034180
	Iteration 17Q: 3 clusters Score -1880733 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1880884.750000 Penalty: 4818.034180
	Iteration 18Q: 3 clusters Score -1880885 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1881037.375000 Penalty: 4818.034180
	Iteration 19Q: 3 clusters Score -1881037 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1881149.875000 Penalty: 4818.034180
	Iteration 20F: 3 clusters Score -1881150 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1881248.125000 Penalty: 4818.034180
	Iteration 21Q: 3 clusters Score -1881248 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1881333.750000 Penalty: 4818.034180
	Iteration 22Q: 3 clusters Score -1881334 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1881402.250000 Penalty: 4818.034180
	Iteration 23Q: 3 clusters Score -1881402 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1881456.000000 Penalty: 4818.034180
	Iteration 24Q: 3 clusters Score -1881456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1881513.500000 Penalty: 4818.034180
	Iteration 25Q: 3 clusters Score -1881514 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1881553.375000 Penalty: 4818.034180
	Iteration 26Q: 3 clusters Score -1881553 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1881598.875000 Penalty: 4818.034180
	Iteration 27Q: 3 clusters Score -1881599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1881626.875000 Penalty: 4818.034180
	Iteration 28Q: 3 clusters Score -1881627 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1881665.000000 Penalty: 4818.034180
	Iteration 29Q: 3 clusters Score -1881665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1881689.250000 Penalty: 4818.034180
	Iteration 30Q: 3 clusters Score -1881689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1881710.250000 Penalty: 4818.034180
	Iteration 31Q: 3 clusters Score -1881710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1881736.250000 Penalty: 4818.034180
	Iteration 32Q: 3 clusters Score -1881736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1881759.875000 Penalty: 4818.034180
	Iteration 33Q: 3 clusters Score -1881760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1881779.500000 Penalty: 4818.034180
	Iteration 34Q: 3 clusters Score -1881780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1881793.750000 Penalty: 4818.034180
	Iteration 35Q: 3 clusters Score -1881794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1881803.000000 Penalty: 4818.034180
	Iteration 36Q: 3 clusters Score -1881803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1881818.500000 Penalty: 4818.034180
	Iteration 37Q: 3 clusters Score -1881818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1881825.125000 Penalty: 4818.034180
	Iteration 38Q: 3 clusters Score -1881825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1881834.000000 Penalty: 4818.034180
	Iteration 39Q: 3 clusters Score -1881834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1881844.500000 Penalty: 4818.034180
	Iteration 40F: 3 clusters Score -1881844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1881850.750000 Penalty: 4818.034180
	Iteration 41Q: 3 clusters Score -1881851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1881854.000000 Penalty: 4818.034180
	Iteration 42Q: 3 clusters Score -1881854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1881863.250000 Penalty: 4818.034180
	Iteration 43Q: 3 clusters Score -1881863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1881865.875000 Penalty: 4818.034180
	Iteration 44Q: 3 clusters Score -1881866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1881871.375000 Penalty: 4818.034180
	Iteration 45Q: 3 clusters Score -1881871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1881873.375000 Penalty: 4818.034180
	Iteration 46Q: 3 clusters Score -1881873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1881877.375000 Penalty: 4818.034180
	Iteration 47Q: 3 clusters Score -1881877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1881881.875000 Penalty: 4818.034180
	Iteration 48Q: 3 clusters Score -1881882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1881887.875000 Penalty: 4818.034180
	Iteration 49Q: 3 clusters Score -1881888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1881887.875000 Penalty: 4818.034180
	Iteration 50Q: 3 clusters Score -1881888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1881886.750000 Penalty: 4818.034180
	Iteration 51Q: 3 clusters Score -1881887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1881887.250000 Penalty: 4818.034180
	Iteration 52Q: 3 clusters Score -1881887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1881888.875000 Penalty: 4818.034180
	Iteration 53Q: 3 clusters Score -1881889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1881888.125000 Penalty: 4818.034180
	Iteration 54Q: 3 clusters Score -1881888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1881888.625000 Penalty: 4818.034180
	Iteration 55Q: 3 clusters Score -1881889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1881888.000000 Penalty: 4818.034180
	Iteration 56Q: 3 clusters Score -1881888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1881887.375000 Penalty: 4818.034180
	Iteration 57Q: 3 clusters Score -1881887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1881890.750000 Penalty: 4818.034180
	Iteration 58Q: 3 clusters Score -1881891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1881890.750000 Penalty: 4818.034180
	Iteration 59F: 3 clusters Score -1881891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -134196.671875 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -134196.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -132144.984375 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -132145 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132603.140625 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -132603.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132732.218750 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -132732.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132830.562500 Penalty: 3533.741211
	Iteration 3Q: 3 clusters Score -132830.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -132930.859375 Penalty: 3533.741211
	Iteration 4Q: 3 clusters Score -132930.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133062.859375 Penalty: 3533.741211
	Iteration 5Q: 3 clusters Score -133062.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133258.921875 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -133258.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133491.953125 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -133492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133658.406250 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -133658.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133783.390625 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -133783.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133872.328125 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -133872.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133956.625000 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -133956.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134035.734375 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -134035.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134107.734375 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -134107.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134136.890625 Penalty: 3533.741211
	Iteration 14Q: 3 clusters Score -134136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134153.921875 Penalty: 3533.741211
	Iteration 15Q: 3 clusters Score -134153.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134163.843750 Penalty: 3533.741211
	Iteration 16Q: 3 clusters Score -134163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134171.859375 Penalty: 3533.741211
	Iteration 17Q: 3 clusters Score -134171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -134179.000000 Penalty: 3533.741211
	Iteration 18Q: 3 clusters Score -134179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134181.546875 Penalty: 3533.741211
	Iteration 19Q: 3 clusters Score -134181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134189.765625 Penalty: 3533.741211
	Iteration 20F: 3 clusters Score -134189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134215.687500 Penalty: 3533.741211
	Iteration 21Q: 3 clusters Score -134215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134235.078125 Penalty: 3533.741211
	Iteration 22Q: 3 clusters Score -134235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134242.109375 Penalty: 3533.741211
	Iteration 23Q: 3 clusters Score -134242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134246.187500 Penalty: 3533.741211
	Iteration 24Q: 3 clusters Score -134246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134250.609375 Penalty: 3533.741211
	Iteration 25Q: 3 clusters Score -134250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134255.125000 Penalty: 3533.741211
	Iteration 26Q: 3 clusters Score -134255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134268.359375 Penalty: 3533.741211
	Iteration 27Q: 3 clusters Score -134268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -134277.859375 Penalty: 3533.741211
	Iteration 28Q: 3 clusters Score -134277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134295.484375 Penalty: 3533.741211
	Iteration 29Q: 3 clusters Score -134295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134306.500000 Penalty: 3533.741211
	Iteration 30Q: 3 clusters Score -134306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134330.609375 Penalty: 3533.741211
	Iteration 31Q: 3 clusters Score -134330.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134381.640625 Penalty: 3533.741211
	Iteration 32Q: 3 clusters Score -134381.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134427.421875 Penalty: 3533.741211
	Iteration 33Q: 3 clusters Score -134427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134437.640625 Penalty: 3533.741211
	Iteration 34Q: 3 clusters Score -134437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134439.531250 Penalty: 3533.741211
	Iteration 35Q: 3 clusters Score -134439.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134439.531250 Penalty: 3533.741211
	Iteration 36F: 3 clusters Score -134439.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237506 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164334 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96192 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172247 members 
Mstep: Class 26 contains 16380 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10380 members 
Mstep: Class 34 contains 464 members 
Entering Unmasked Estep 
Score: -205572784.000000 Penalty: 121378.507812
Splitting cluster 12 changes total score from -205574480.000000 to -205572784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (60648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Entering Unmasked Estep 
Score: -7154265.500000 Penalty: 2731.184814
	Iteration 0F: 2 clusters Score -7154266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -7113360.500000 Penalty: 5462.369629
	Iteration 0F: 3 clusters Score -7113360 nChanged 28288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -7129294.500000 Penalty: 5462.369629
	Iteration 1F: 3 clusters Score -7129294 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -7130221.000000 Penalty: 5462.369629
	Iteration 2Q: 3 clusters Score -7130221 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -7131467.000000 Penalty: 5462.369629
	Iteration 3Q: 3 clusters Score -7131467 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -7133407.000000 Penalty: 5462.369629
	Iteration 4F: 3 clusters Score -7133407 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -7136441.000000 Penalty: 5462.369629
	Iteration 5F: 3 clusters Score -7136441 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -7140716.500000 Penalty: 5462.369629
	Iteration 6F: 3 clusters Score -7140716 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -7145288.500000 Penalty: 5462.369629
	Iteration 7F: 3 clusters Score -7145288 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -7148644.500000 Penalty: 5462.369629
	Iteration 8F: 3 clusters Score -7148644 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -7150617.500000 Penalty: 5462.369629
	Iteration 9Q: 3 clusters Score -7150618 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -7151718.000000 Penalty: 5462.369629
	Iteration 10Q: 3 clusters Score -7151718 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -7152248.500000 Penalty: 5462.369629
	Iteration 11Q: 3 clusters Score -7152248 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -7152507.500000 Penalty: 5462.369629
	Iteration 12Q: 3 clusters Score -7152508 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -7152654.500000 Penalty: 5462.369629
	Iteration 13Q: 3 clusters Score -7152654 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -7152734.500000 Penalty: 5462.369629
	Iteration 14Q: 3 clusters Score -7152734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -7152782.500000 Penalty: 5462.369629
	Iteration 15Q: 3 clusters Score -7152782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -7152816.000000 Penalty: 5462.369629
	Iteration 16Q: 3 clusters Score -7152816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -7152819.500000 Penalty: 5462.369629
	Iteration 17Q: 3 clusters Score -7152820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7152854.500000 Penalty: 5462.369629
	Iteration 18Q: 3 clusters Score -7152854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -7152863.500000 Penalty: 5462.369629
	Iteration 19Q: 3 clusters Score -7152864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -7152868.000000 Penalty: 5462.369629
	Iteration 20F: 3 clusters Score -7152868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -7152878.500000 Penalty: 5462.369629
	Iteration 21Q: 3 clusters Score -7152878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -7152887.000000 Penalty: 5462.369629
	Iteration 22Q: 3 clusters Score -7152887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7152885.000000 Penalty: 5462.369629
	Iteration 23Q: 3 clusters Score -7152885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -7152894.500000 Penalty: 5462.369629
	Iteration 24Q: 3 clusters Score -7152894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -7152889.500000 Penalty: 5462.369629
	Iteration 25Q: 3 clusters Score -7152890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -7152890.000000 Penalty: 5462.369629
	Iteration 26Q: 3 clusters Score -7152890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -7152892.500000 Penalty: 5462.369629
	Iteration 27Q: 3 clusters Score -7152892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -7152891.000000 Penalty: 5462.369629
	Iteration 28Q: 3 clusters Score -7152891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -7152895.000000 Penalty: 5462.369629
	Iteration 29Q: 3 clusters Score -7152895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -7152895.000000 Penalty: 5462.369629
	Iteration 30Q: 3 clusters Score -7152895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -7152895.500000 Penalty: 5462.369629
	Iteration 31Q: 3 clusters Score -7152896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -7152897.500000 Penalty: 5462.369629
	Iteration 32Q: 3 clusters Score -7152898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7152892.500000 Penalty: 5462.369629
	Iteration 33Q: 3 clusters Score -7152892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -7152898.000000 Penalty: 5462.369629
	Iteration 34Q: 3 clusters Score -7152898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7152897.500000 Penalty: 5462.369629
	Iteration 35Q: 3 clusters Score -7152898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7152895.000000 Penalty: 5462.369629
	Iteration 36Q: 3 clusters Score -7152895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -7152902.000000 Penalty: 5462.369629
	Iteration 37Q: 3 clusters Score -7152902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7152901.000000 Penalty: 5462.369629
	Iteration 38Q: 3 clusters Score -7152901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -7152903.000000 Penalty: 5462.369629
	Iteration 39Q: 3 clusters Score -7152903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -7152904.000000 Penalty: 5462.369629
	Iteration 40F: 3 clusters Score -7152904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -7152900.000000 Penalty: 5462.369629
	Iteration 41Q: 3 clusters Score -7152900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -7152900.000000 Penalty: 5462.369629
	Iteration 42F: 3 clusters Score -7152900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Entering Unmasked Estep 
Score: -19203796.000000 Penalty: 2973.340820
	Iteration 0F: 2 clusters Score -1.92038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -19097804.000000 Penalty: 5946.681641
	Iteration 0F: 3 clusters Score -1.90978e+07 nChanged 77055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -19141728.000000 Penalty: 5946.681641
	Iteration 1F: 3 clusters Score -1.914173e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -19142642.000000 Penalty: 5946.681641
	Iteration 2Q: 3 clusters Score -1.914264e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -19143674.000000 Penalty: 5946.681641
	Iteration 3Q: 3 clusters Score -1.914367e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -19144718.000000 Penalty: 5946.681641
	Iteration 4Q: 3 clusters Score -1.914472e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -19145936.000000 Penalty: 5946.681641
	Iteration 5Q: 3 clusters Score -1.914594e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -19147932.000000 Penalty: 5946.681641
	Iteration 6Q: 3 clusters Score -1.914793e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -19150452.000000 Penalty: 5946.681641
	Iteration 7Q: 3 clusters Score -1.915045e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -19154048.000000 Penalty: 5946.681641
	Iteration 8Q: 3 clusters Score -1.915405e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -19159250.000000 Penalty: 5946.681641
	Iteration 9F: 3 clusters Score -1.915925e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -19165596.000000 Penalty: 5946.681641
	Iteration 10F: 3 clusters Score -1.91656e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -19171938.000000 Penalty: 5946.681641
	Iteration 11F: 3 clusters Score -1.917194e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -19176266.000000 Penalty: 5946.681641
	Iteration 12Q: 3 clusters Score -1.917627e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -19178020.000000 Penalty: 5946.681641
	Iteration 13Q: 3 clusters Score -1.917802e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -19178878.000000 Penalty: 5946.681641
	Iteration 14Q: 3 clusters Score -1.917888e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -19179676.000000 Penalty: 5946.681641
	Iteration 15Q: 3 clusters Score -1.917968e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -19180470.000000 Penalty: 5946.681641
	Iteration 16Q: 3 clusters Score -1.918047e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -19181194.000000 Penalty: 5946.681641
	Iteration 17Q: 3 clusters Score -1.918119e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -19182062.000000 Penalty: 5946.681641
	Iteration 18Q: 3 clusters Score -1.918206e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -19183112.000000 Penalty: 5946.681641
	Iteration 19Q: 3 clusters Score -1.918311e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -19184148.000000 Penalty: 5946.681641
	Iteration 20F: 3 clusters Score -1.918415e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 124676 members 
Entering Unmasked Estep 
Score: -19185184.000000 Penalty: 5946.681641
	Iteration 21Q: 3 clusters Score -1.918518e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 127778 members 
Entering Unmasked Estep 
Score: -19186382.000000 Penalty: 5946.681641
	Iteration 22Q: 3 clusters Score -1.918638e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 130868 members 
Entering Unmasked Estep 
Score: -19187618.000000 Penalty: 5946.681641
	Iteration 23Q: 3 clusters Score -1.918762e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 133922 members 
Entering Unmasked Estep 
Score: -19188896.000000 Penalty: 5946.681641
	Iteration 24Q: 3 clusters Score -1.91889e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -19190178.000000 Penalty: 5946.681641
	Iteration 25Q: 3 clusters Score -1.919018e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 139922 members 
Entering Unmasked Estep 
Score: -19191740.000000 Penalty: 5946.681641
	Iteration 26Q: 3 clusters Score -1.919174e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 142697 members 
Entering Unmasked Estep 
Score: -19193272.000000 Penalty: 5946.681641
	Iteration 27Q: 3 clusters Score -1.919327e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 145334 members 
Entering Unmasked Estep 
Score: -19194774.000000 Penalty: 5946.681641
	Iteration 28Q: 3 clusters Score -1.919477e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 147745 members 
Entering Unmasked Estep 
Score: -19196150.000000 Penalty: 5946.681641
	Iteration 29Q: 3 clusters Score -1.919615e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 149881 members 
Entering Unmasked Estep 
Score: -19197220.000000 Penalty: 5946.681641
	Iteration 30Q: 3 clusters Score -1.919722e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -19198198.000000 Penalty: 5946.681641
	Iteration 31Q: 3 clusters Score -1.91982e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 153346 members 
Entering Unmasked Estep 
Score: -19198872.000000 Penalty: 5946.681641
	Iteration 32Q: 3 clusters Score -1.919887e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 154697 members 
Entering Unmasked Estep 
Score: -19199364.000000 Penalty: 5946.681641
	Iteration 33Q: 3 clusters Score -1.919936e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -19199786.000000 Penalty: 5946.681641
	Iteration 34Q: 3 clusters Score -1.919979e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 156707 members 
Entering Unmasked Estep 
Score: -19200246.000000 Penalty: 5946.681641
	Iteration 35Q: 3 clusters Score -1.920025e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 157439 members 
Entering Unmasked Estep 
Score: -19200474.000000 Penalty: 5946.681641
	Iteration 36Q: 3 clusters Score -1.920047e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -19200666.000000 Penalty: 5946.681641
	Iteration 37Q: 3 clusters Score -1.920067e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -19200942.000000 Penalty: 5946.681641
	Iteration 38Q: 3 clusters Score -1.920094e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -19201046.000000 Penalty: 5946.681641
	Iteration 39Q: 3 clusters Score -1.920105e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 159037 members 
Entering Unmasked Estep 
Score: -19201162.000000 Penalty: 5946.681641
	Iteration 40F: 3 clusters Score -1.920116e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -19201198.000000 Penalty: 5946.681641
	Iteration 41Q: 3 clusters Score -1.92012e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -19201226.000000 Penalty: 5946.681641
	Iteration 42Q: 3 clusters Score -1.920123e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -19201264.000000 Penalty: 5946.681641
	Iteration 43Q: 3 clusters Score -1.920126e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 159517 members 
Entering Unmasked Estep 
Score: -19201324.000000 Penalty: 5946.681641
	Iteration 44Q: 3 clusters Score -1.920132e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 159589 members 
Entering Unmasked Estep 
Score: -19201346.000000 Penalty: 5946.681641
	Iteration 45Q: 3 clusters Score -1.920135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 159644 members 
Entering Unmasked Estep 
Score: -19201362.000000 Penalty: 5946.681641
	Iteration 46Q: 3 clusters Score -1.920136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -19201384.000000 Penalty: 5946.681641
	Iteration 47Q: 3 clusters Score -1.920138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 159737 members 
Entering Unmasked Estep 
Score: -19201402.000000 Penalty: 5946.681641
	Iteration 48Q: 3 clusters Score -1.92014e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 159779 members 
Entering Unmasked Estep 
Score: -19201416.000000 Penalty: 5946.681641
	Iteration 49Q: 3 clusters Score -1.920142e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -19201470.000000 Penalty: 5946.681641
	Iteration 50Q: 3 clusters Score -1.920147e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 159845 members 
Entering Unmasked Estep 
Score: -19201470.000000 Penalty: 5946.681641
	Iteration 51Q: 3 clusters Score -1.920147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -19201480.000000 Penalty: 5946.681641
	Iteration 52Q: 3 clusters Score -1.920148e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 159899 members 
Entering Unmasked Estep 
Score: -19201498.000000 Penalty: 5946.681641
	Iteration 53Q: 3 clusters Score -1.92015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 159914 members 
Entering Unmasked Estep 
Score: -19201488.000000 Penalty: 5946.681641
	Iteration 54Q: 3 clusters Score -1.920149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 159926 members 
Entering Unmasked Estep 
Score: -19201476.000000 Penalty: 5946.681641
	Iteration 55Q: 3 clusters Score -1.920148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 159926 members 
Entering Unmasked Estep 
Score: -19201494.000000 Penalty: 5946.681641
	Iteration 56Q: 3 clusters Score -1.920149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 159930 members 
Entering Unmasked Estep 
Score: -19201494.000000 Penalty: 5946.681641
	Iteration 57Q: 3 clusters Score -1.920149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -19201500.000000 Penalty: 5946.681641
	Iteration 58Q: 3 clusters Score -1.92015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 159938 members 
Entering Unmasked Estep 
Score: -19201496.000000 Penalty: 5946.681641
	Iteration 59Q: 3 clusters Score -1.92015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 159937 members 
Entering Unmasked Estep 
Score: -19201498.000000 Penalty: 5946.681641
	Iteration 60F: 3 clusters Score -1.92015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -19201496.000000 Penalty: 5946.681641
	Iteration 61Q: 3 clusters Score -1.92015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 159940 members 
Entering Unmasked Estep 
Score: -19201500.000000 Penalty: 5946.681641
	Iteration 62Q: 3 clusters Score -1.92015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 159941 members 
Entering Unmasked Estep 
Score: -19201504.000000 Penalty: 5946.681641
	Iteration 63Q: 3 clusters Score -1.92015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 159943 members 
Entering Unmasked Estep 
Score: -19201504.000000 Penalty: 5946.681641
	Iteration 64Q: 3 clusters Score -1.92015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -19201514.000000 Penalty: 5946.681641
	Iteration 65Q: 3 clusters Score -1.920151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -19201510.000000 Penalty: 5946.681641
	Iteration 66Q: 3 clusters Score -1.920151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 159948 members 
Entering Unmasked Estep 
Score: -19201512.000000 Penalty: 5946.681641
	Iteration 67Q: 3 clusters Score -1.920151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -19201500.000000 Penalty: 5946.681641
	Iteration 68Q: 3 clusters Score -1.92015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -19201524.000000 Penalty: 5946.681641
	Iteration 69Q: 3 clusters Score -1.920152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -19201522.000000 Penalty: 5946.681641
	Iteration 70Q: 3 clusters Score -1.920152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 159960 members 
Entering Unmasked Estep 
Score: -19201522.000000 Penalty: 5946.681641
	Iteration 71Q: 3 clusters Score -1.920152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -19201522.000000 Penalty: 5946.681641
	Iteration 72Q: 3 clusters Score -1.920152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 159965 members 
Entering Unmasked Estep 
Score: -19201518.000000 Penalty: 5946.681641
	Iteration 73Q: 3 clusters Score -1.920152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 159965 members 
Entering Unmasked Estep 
Score: -19201518.000000 Penalty: 5946.681641
	Iteration 74F: 3 clusters Score -1.920152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -37746.878906 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -37746.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36422.871094 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -36422.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36554.089844 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -36554.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36597.445312 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -36597.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36629.421875 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -36629.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36635.558594 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -36635.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36635.558594 Penalty: 2938.430908
	Iteration 5F: 3 clusters Score -36635.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Entering Unmasked Estep 
Score: -4302738.000000 Penalty: 2603.723389
	Iteration 0F: 2 clusters Score -4302738 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 18202 members 
Entering Unmasked Estep 
Score: -4278089.000000 Penalty: 5207.446777
	Iteration 0F: 3 clusters Score -4278089 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4287148.500000 Penalty: 5207.446777
	Iteration 1F: 3 clusters Score -4287148 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4287758.500000 Penalty: 5207.446777
	Iteration 2Q: 3 clusters Score -4287758 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4288319.000000 Penalty: 5207.446777
	Iteration 3Q: 3 clusters Score -4288319 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4288823.500000 Penalty: 5207.446777
	Iteration 4Q: 3 clusters Score -4288824 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4289344.000000 Penalty: 5207.446777
	Iteration 5Q: 3 clusters Score -4289344 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4289886.500000 Penalty: 5207.446777
	Iteration 6Q: 3 clusters Score -4289886 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4290507.000000 Penalty: 5207.446777
	Iteration 7Q: 3 clusters Score -4290507 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4291246.500000 Penalty: 5207.446777
	Iteration 8Q: 3 clusters Score -4291246 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4292081.000000 Penalty: 5207.446777
	Iteration 9Q: 3 clusters Score -4292081 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4292989.500000 Penalty: 5207.446777
	Iteration 10Q: 3 clusters Score -4292990 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4294034.500000 Penalty: 5207.446777
	Iteration 11Q: 3 clusters Score -4294034 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4295037.500000 Penalty: 5207.446777
	Iteration 12Q: 3 clusters Score -4295038 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4295912.500000 Penalty: 5207.446777
	Iteration 13Q: 3 clusters Score -4295912 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4296556.500000 Penalty: 5207.446777
	Iteration 14Q: 3 clusters Score -4296556 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4296928.000000 Penalty: 5207.446777
	Iteration 15Q: 3 clusters Score -4296928 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4297142.500000 Penalty: 5207.446777
	Iteration 16Q: 3 clusters Score -4297142 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -4297292.000000 Penalty: 5207.446777
	Iteration 17Q: 3 clusters Score -4297292 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4297420.500000 Penalty: 5207.446777
	Iteration 18Q: 3 clusters Score -4297420 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4297506.500000 Penalty: 5207.446777
	Iteration 19Q: 3 clusters Score -4297506 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -4297555.000000 Penalty: 5207.446777
	Iteration 20F: 3 clusters Score -4297555 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4297631.500000 Penalty: 5207.446777
	Iteration 21Q: 3 clusters Score -4297632 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4297720.500000 Penalty: 5207.446777
	Iteration 22Q: 3 clusters Score -4297720 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4297804.500000 Penalty: 5207.446777
	Iteration 23Q: 3 clusters Score -4297804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4297886.500000 Penalty: 5207.446777
	Iteration 24Q: 3 clusters Score -4297886 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -4297981.000000 Penalty: 5207.446777
	Iteration 25Q: 3 clusters Score -4297981 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4298042.500000 Penalty: 5207.446777
	Iteration 26Q: 3 clusters Score -4298042 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4298120.000000 Penalty: 5207.446777
	Iteration 27Q: 3 clusters Score -4298120 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4298205.000000 Penalty: 5207.446777
	Iteration 28Q: 3 clusters Score -4298205 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4298274.500000 Penalty: 5207.446777
	Iteration 29Q: 3 clusters Score -4298274 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4298351.000000 Penalty: 5207.446777
	Iteration 30Q: 3 clusters Score -4298351 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4298415.500000 Penalty: 5207.446777
	Iteration 31Q: 3 clusters Score -4298416 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4298500.500000 Penalty: 5207.446777
	Iteration 32Q: 3 clusters Score -4298500 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -4298566.500000 Penalty: 5207.446777
	Iteration 33Q: 3 clusters Score -4298566 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4298628.000000 Penalty: 5207.446777
	Iteration 34Q: 3 clusters Score -4298628 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4298654.500000 Penalty: 5207.446777
	Iteration 35Q: 3 clusters Score -4298654 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4298701.000000 Penalty: 5207.446777
	Iteration 36Q: 3 clusters Score -4298701 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4298757.000000 Penalty: 5207.446777
	Iteration 37Q: 3 clusters Score -4298757 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -4298792.000000 Penalty: 5207.446777
	Iteration 38Q: 3 clusters Score -4298792 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4298859.500000 Penalty: 5207.446777
	Iteration 39Q: 3 clusters Score -4298860 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4298899.500000 Penalty: 5207.446777
	Iteration 40F: 3 clusters Score -4298900 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4298967.000000 Penalty: 5207.446777
	Iteration 41Q: 3 clusters Score -4298967 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4299028.000000 Penalty: 5207.446777
	Iteration 42Q: 3 clusters Score -4299028 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -4299068.000000 Penalty: 5207.446777
	Iteration 43Q: 3 clusters Score -4299068 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -4299119.500000 Penalty: 5207.446777
	Iteration 44Q: 3 clusters Score -4299120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -4299172.500000 Penalty: 5207.446777
	Iteration 45Q: 3 clusters Score -4299172 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4299239.500000 Penalty: 5207.446777
	Iteration 46Q: 3 clusters Score -4299240 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -4299334.000000 Penalty: 5207.446777
	Iteration 47Q: 3 clusters Score -4299334 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4299401.000000 Penalty: 5207.446777
	Iteration 48Q: 3 clusters Score -4299401 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -4299440.500000 Penalty: 5207.446777
	Iteration 49Q: 3 clusters Score -4299440 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4299505.500000 Penalty: 5207.446777
	Iteration 50Q: 3 clusters Score -4299506 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4299554.000000 Penalty: 5207.446777
	Iteration 51Q: 3 clusters Score -4299554 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4299627.500000 Penalty: 5207.446777
	Iteration 52Q: 3 clusters Score -4299628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4299684.500000 Penalty: 5207.446777
	Iteration 53Q: 3 clusters Score -4299684 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4299733.000000 Penalty: 5207.446777
	Iteration 54Q: 3 clusters Score -4299733 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4299784.500000 Penalty: 5207.446777
	Iteration 55Q: 3 clusters Score -4299784 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -4299841.000000 Penalty: 5207.446777
	Iteration 56Q: 3 clusters Score -4299841 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4299901.000000 Penalty: 5207.446777
	Iteration 57Q: 3 clusters Score -4299901 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4299949.000000 Penalty: 5207.446777
	Iteration 58Q: 3 clusters Score -4299949 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4299997.500000 Penalty: 5207.446777
	Iteration 59Q: 3 clusters Score -4299998 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4300060.000000 Penalty: 5207.446777
	Iteration 60F: 3 clusters Score -4300060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -4300123.000000 Penalty: 5207.446777
	Iteration 61Q: 3 clusters Score -4300123 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4300168.500000 Penalty: 5207.446777
	Iteration 62Q: 3 clusters Score -4300168 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4300217.500000 Penalty: 5207.446777
	Iteration 63Q: 3 clusters Score -4300218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4300251.000000 Penalty: 5207.446777
	Iteration 64Q: 3 clusters Score -4300251 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4300281.000000 Penalty: 5207.446777
	Iteration 65Q: 3 clusters Score -4300281 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4300299.000000 Penalty: 5207.446777
	Iteration 66Q: 3 clusters Score -4300299 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4300328.500000 Penalty: 5207.446777
	Iteration 67Q: 3 clusters Score -4300328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4300357.500000 Penalty: 5207.446777
	Iteration 68Q: 3 clusters Score -4300358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4300381.500000 Penalty: 5207.446777
	Iteration 69Q: 3 clusters Score -4300382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4300428.500000 Penalty: 5207.446777
	Iteration 70Q: 3 clusters Score -4300428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4300467.500000 Penalty: 5207.446777
	Iteration 71Q: 3 clusters Score -4300468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4300488.500000 Penalty: 5207.446777
	Iteration 72Q: 3 clusters Score -4300488 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4300517.000000 Penalty: 5207.446777
	Iteration 73Q: 3 clusters Score -4300517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4300521.000000 Penalty: 5207.446777
	Iteration 74Q: 3 clusters Score -4300521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4300544.500000 Penalty: 5207.446777
	Iteration 75Q: 3 clusters Score -4300544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4300561.000000 Penalty: 5207.446777
	Iteration 76Q: 3 clusters Score -4300561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4300575.500000 Penalty: 5207.446777
	Iteration 77Q: 3 clusters Score -4300576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4300594.000000 Penalty: 5207.446777
	Iteration 78Q: 3 clusters Score -4300594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4300608.500000 Penalty: 5207.446777
	Iteration 79Q: 3 clusters Score -4300608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4300624.500000 Penalty: 5207.446777
	Iteration 80F: 3 clusters Score -4300624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4300630.000000 Penalty: 5207.446777
	Iteration 81Q: 3 clusters Score -4300630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4300640.000000 Penalty: 5207.446777
	Iteration 82Q: 3 clusters Score -4300640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4300645.500000 Penalty: 5207.446777
	Iteration 83Q: 3 clusters Score -4300646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4300661.000000 Penalty: 5207.446777
	Iteration 84Q: 3 clusters Score -4300661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4300675.500000 Penalty: 5207.446777
	Iteration 85Q: 3 clusters Score -4300676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4300682.000000 Penalty: 5207.446777
	Iteration 86Q: 3 clusters Score -4300682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4300689.000000 Penalty: 5207.446777
	Iteration 87Q: 3 clusters Score -4300689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4300684.500000 Penalty: 5207.446777
	Iteration 88Q: 3 clusters Score -4300684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4300684.500000 Penalty: 5207.446777
	Iteration 89Q: 3 clusters Score -4300684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4300685.500000 Penalty: 5207.446777
	Iteration 90Q: 3 clusters Score -4300686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4300696.500000 Penalty: 5207.446777
	Iteration 91Q: 3 clusters Score -4300696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4300695.500000 Penalty: 5207.446777
	Iteration 92Q: 3 clusters Score -4300696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4300702.000000 Penalty: 5207.446777
	Iteration 93Q: 3 clusters Score -4300702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4300708.500000 Penalty: 5207.446777
	Iteration 94Q: 3 clusters Score -4300708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4300706.500000 Penalty: 5207.446777
	Iteration 95Q: 3 clusters Score -4300706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4300706.500000 Penalty: 5207.446777
	Iteration 96Q: 3 clusters Score -4300706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4300710.000000 Penalty: 5207.446777
	Iteration 97Q: 3 clusters Score -4300710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4300717.000000 Penalty: 5207.446777
	Iteration 98Q: 3 clusters Score -4300717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4300720.000000 Penalty: 5207.446777
	Iteration 99Q: 3 clusters Score -4300720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4300714.000000 Penalty: 5207.446777
	Iteration 100F: 3 clusters Score -4300714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4300721.000000 Penalty: 5207.446777
	Iteration 101Q: 3 clusters Score -4300721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4300727.000000 Penalty: 5207.446777
	Iteration 102Q: 3 clusters Score -4300727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4300731.500000 Penalty: 5207.446777
	Iteration 103Q: 3 clusters Score -4300732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4300729.500000 Penalty: 5207.446777
	Iteration 104Q: 3 clusters Score -4300730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4300737.500000 Penalty: 5207.446777
	Iteration 105Q: 3 clusters Score -4300738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4300736.500000 Penalty: 5207.446777
	Iteration 106Q: 3 clusters Score -4300736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4300736.500000 Penalty: 5207.446777
	Iteration 107Q: 3 clusters Score -4300736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4300738.500000 Penalty: 5207.446777
	Iteration 108Q: 3 clusters Score -4300738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4300746.500000 Penalty: 5207.446777
	Iteration 109Q: 3 clusters Score -4300746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4300752.500000 Penalty: 5207.446777
	Iteration 110Q: 3 clusters Score -4300752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4300753.500000 Penalty: 5207.446777
	Iteration 111Q: 3 clusters Score -4300754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4300754.500000 Penalty: 5207.446777
	Iteration 112Q: 3 clusters Score -4300754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4300754.500000 Penalty: 5207.446777
	Iteration 113Q: 3 clusters Score -4300754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4300753.000000 Penalty: 5207.446777
	Iteration 114Q: 3 clusters Score -4300753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4300755.000000 Penalty: 5207.446777
	Iteration 115Q: 3 clusters Score -4300755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4300758.000000 Penalty: 5207.446777
	Iteration 116Q: 3 clusters Score -4300758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4300758.500000 Penalty: 5207.446777
	Iteration 117Q: 3 clusters Score -4300758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4300761.000000 Penalty: 5207.446777
	Iteration 118Q: 3 clusters Score -4300761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4300761.500000 Penalty: 5207.446777
	Iteration 119Q: 3 clusters Score -4300762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4300759.500000 Penalty: 5207.446777
	Iteration 120F: 3 clusters Score -4300760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4300763.500000 Penalty: 5207.446777
	Iteration 121Q: 3 clusters Score -4300764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4300766.000000 Penalty: 5207.446777
	Iteration 122Q: 3 clusters Score -4300766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4300766.000000 Penalty: 5207.446777
	Iteration 123F: 3 clusters Score -4300766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (237506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237506 members 
Entering Unmasked Estep 
Score: -27872976.000000 Penalty: 3069.730957
	Iteration 0F: 2 clusters Score -2.787298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -27714626.000000 Penalty: 6139.461914
	Iteration 0F: 3 clusters Score -2.771463e+07 nChanged 114078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121545 members 
Mstep: Class 2 contains 115961 members 
Entering Unmasked Estep 
Score: -27780990.000000 Penalty: 6139.461914
	Iteration 1F: 3 clusters Score -2.778099e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123235 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -27782116.000000 Penalty: 6139.461914
	Iteration 2Q: 3 clusters Score -2.778212e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125874 members 
Mstep: Class 2 contains 111632 members 
Entering Unmasked Estep 
Score: -27783700.000000 Penalty: 6139.461914
	Iteration 3Q: 3 clusters Score -2.77837e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
Score: -27785384.000000 Penalty: 6139.461914
	Iteration 4Q: 3 clusters Score -2.778538e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136428 members 
Mstep: Class 2 contains 101078 members 
Entering Unmasked Estep 
Score: -27787872.000000 Penalty: 6139.461914
	Iteration 5Q: 3 clusters Score -2.778787e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -27792296.000000 Penalty: 6139.461914
	Iteration 6Q: 3 clusters Score -2.77923e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158962 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -27799982.000000 Penalty: 6139.461914
	Iteration 7F: 3 clusters Score -2.779998e+07 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176508 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -27812674.000000 Penalty: 6139.461914
	Iteration 8F: 3 clusters Score -2.781267e+07 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196680 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -27830952.000000 Penalty: 6139.461914
	Iteration 9F: 3 clusters Score -2.783095e+07 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215470 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -27849646.000000 Penalty: 6139.461914
	Iteration 10F: 3 clusters Score -2.784965e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227985 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -27862052.000000 Penalty: 6139.461914
	Iteration 11F: 3 clusters Score -2.786205e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233883 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -27868090.000000 Penalty: 6139.461914
	Iteration 12Q: 3 clusters Score -2.786809e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235953 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -27870166.000000 Penalty: 6139.461914
	Iteration 13Q: 3 clusters Score -2.787017e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236486 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -27870802.000000 Penalty: 6139.461914
	Iteration 14Q: 3 clusters Score -2.78708e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236592 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -27871154.000000 Penalty: 6139.461914
	Iteration 15Q: 3 clusters Score -2.787115e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236601 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -27871410.000000 Penalty: 6139.461914
	Iteration 16Q: 3 clusters Score -2.787141e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236576 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -27871612.000000 Penalty: 6139.461914
	Iteration 17Q: 3 clusters Score -2.787161e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236526 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -27871758.000000 Penalty: 6139.461914
	Iteration 18Q: 3 clusters Score -2.787176e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236480 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -27871894.000000 Penalty: 6139.461914
	Iteration 19Q: 3 clusters Score -2.787189e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236437 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -27871954.000000 Penalty: 6139.461914
	Iteration 20F: 3 clusters Score -2.787195e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236406 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -27871974.000000 Penalty: 6139.461914
	Iteration 21Q: 3 clusters Score -2.787197e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236373 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -27872048.000000 Penalty: 6139.461914
	Iteration 22Q: 3 clusters Score -2.787205e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236341 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -27872060.000000 Penalty: 6139.461914
	Iteration 23Q: 3 clusters Score -2.787206e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236318 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -27872074.000000 Penalty: 6139.461914
	Iteration 24Q: 3 clusters Score -2.787207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236299 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -27872090.000000 Penalty: 6139.461914
	Iteration 25Q: 3 clusters Score -2.787209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236282 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -27872108.000000 Penalty: 6139.461914
	Iteration 26Q: 3 clusters Score -2.787211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236276 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -27872108.000000 Penalty: 6139.461914
	Iteration 27Q: 3 clusters Score -2.787211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236265 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -27872100.000000 Penalty: 6139.461914
	Iteration 28Q: 3 clusters Score -2.78721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236252 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -27872094.000000 Penalty: 6139.461914
	Iteration 29Q: 3 clusters Score -2.787209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236243 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -27872118.000000 Penalty: 6139.461914
	Iteration 30Q: 3 clusters Score -2.787212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236232 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -27872104.000000 Penalty: 6139.461914
	Iteration 31Q: 3 clusters Score -2.78721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236224 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -27872100.000000 Penalty: 6139.461914
	Iteration 32Q: 3 clusters Score -2.78721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236220 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -27872128.000000 Penalty: 6139.461914
	Iteration 33Q: 3 clusters Score -2.787213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236217 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -27872118.000000 Penalty: 6139.461914
	Iteration 34Q: 3 clusters Score -2.787212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236215 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -27872122.000000 Penalty: 6139.461914
	Iteration 35Q: 3 clusters Score -2.787212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236212 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -27872122.000000 Penalty: 6139.461914
	Iteration 36Q: 3 clusters Score -2.787212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236209 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -27872124.000000 Penalty: 6139.461914
	Iteration 37Q: 3 clusters Score -2.787212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236209 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -27872128.000000 Penalty: 6139.461914
	Iteration 38Q: 3 clusters Score -2.787213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236209 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -27872128.000000 Penalty: 6139.461914
	Iteration 39F: 3 clusters Score -2.787213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -458823.375000 Penalty: 2067.365479
	Iteration 0F: 2 clusters Score -458823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -454940.812500 Penalty: 4134.730957
	Iteration 0F: 3 clusters Score -454940.8 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -456368.093750 Penalty: 4134.730957
	Iteration 1F: 3 clusters Score -456368.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -457085.250000 Penalty: 4134.730957
	Iteration 2F: 3 clusters Score -457085.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -457789.218750 Penalty: 4134.730957
	Iteration 3F: 3 clusters Score -457789.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -458329.000000 Penalty: 4134.730957
	Iteration 4F: 3 clusters Score -458329 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -458652.218750 Penalty: 4134.730957
	Iteration 5F: 3 clusters Score -458652.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -458813.625000 Penalty: 4134.730957
	Iteration 6Q: 3 clusters Score -458813.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -458885.468750 Penalty: 4134.730957
	Iteration 7Q: 3 clusters Score -458885.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -458916.250000 Penalty: 4134.730957
	Iteration 8Q: 3 clusters Score -458916.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -458936.500000 Penalty: 4134.730957
	Iteration 9Q: 3 clusters Score -458936.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -458947.250000 Penalty: 4134.730957
	Iteration 10Q: 3 clusters Score -458947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -458950.937500 Penalty: 4134.730957
	Iteration 11Q: 3 clusters Score -458950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -458953.031250 Penalty: 4134.730957
	Iteration 12Q: 3 clusters Score -458953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -458955.093750 Penalty: 4134.730957
	Iteration 13Q: 3 clusters Score -458955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -458956.000000 Penalty: 4134.730957
	Iteration 14Q: 3 clusters Score -458956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -458955.937500 Penalty: 4134.730957
	Iteration 15Q: 3 clusters Score -458955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -458957.375000 Penalty: 4134.730957
	Iteration 16Q: 3 clusters Score -458957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -458957.906250 Penalty: 4134.730957
	Iteration 17Q: 3 clusters Score -458957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -458957.906250 Penalty: 4134.730957
	Iteration 18F: 3 clusters Score -458957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 109903 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 14605 members 
Mstep: Class 7 contains 22758 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 70850 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 161019 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 237506 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 164334 members 
Mstep: Class 21 contains 169683 members 
Mstep: Class 22 contains 96192 members 
Mstep: Class 23 contains 46809 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 172247 members 
Mstep: Class 26 contains 16380 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 82294 members 
Mstep: Class 30 contains 29239 members 
Mstep: Class 31 contains 12599 members 
Mstep: Class 32 contains 6106 members 
Mstep: Class 33 contains 10380 members 
Mstep: Class 34 contains 2744 members 
Entering Unmasked Estep 
Score: -205573184.000000 Penalty: 121378.507812
Splitting cluster 18 changes total score from -205574480.000000 to -205573184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (17337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Entering Unmasked Estep 
Score: -1987357.750000 Penalty: 2420.628418
	Iteration 0F: 2 clusters Score -1987358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1974941.000000 Penalty: 4841.256836
	Iteration 0F: 3 clusters Score -1974941 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1979110.000000 Penalty: 4841.256836
	Iteration 1F: 3 clusters Score -1979110 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1979611.500000 Penalty: 4841.256836
	Iteration 2F: 3 clusters Score -1979612 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1980099.125000 Penalty: 4841.256836
	Iteration 3F: 3 clusters Score -1980099 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1980527.000000 Penalty: 4841.256836
	Iteration 4F: 3 clusters Score -1980527 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1980902.000000 Penalty: 4841.256836
	Iteration 5Q: 3 clusters Score -1980902 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1981268.625000 Penalty: 4841.256836
	Iteration 6Q: 3 clusters Score -1981269 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1981606.750000 Penalty: 4841.256836
	Iteration 7Q: 3 clusters Score -1981607 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1981895.875000 Penalty: 4841.256836
	Iteration 8Q: 3 clusters Score -1981896 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1982198.875000 Penalty: 4841.256836
	Iteration 9Q: 3 clusters Score -1982199 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1982519.500000 Penalty: 4841.256836
	Iteration 10Q: 3 clusters Score -1982520 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1982838.250000 Penalty: 4841.256836
	Iteration 11Q: 3 clusters Score -1982838 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1983134.750000 Penalty: 4841.256836
	Iteration 12Q: 3 clusters Score -1983135 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1983424.750000 Penalty: 4841.256836
	Iteration 13Q: 3 clusters Score -1983425 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1983619.875000 Penalty: 4841.256836
	Iteration 14Q: 3 clusters Score -1983620 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1983759.250000 Penalty: 4841.256836
	Iteration 15Q: 3 clusters Score -1983759 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1983857.750000 Penalty: 4841.256836
	Iteration 16Q: 3 clusters Score -1983858 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1983935.125000 Penalty: 4841.256836
	Iteration 17Q: 3 clusters Score -1983935 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1983989.875000 Penalty: 4841.256836
	Iteration 18Q: 3 clusters Score -1983990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1984030.250000 Penalty: 4841.256836
	Iteration 19Q: 3 clusters Score -1984030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1984073.625000 Penalty: 4841.256836
	Iteration 20F: 3 clusters Score -1984074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1984113.250000 Penalty: 4841.256836
	Iteration 21Q: 3 clusters Score -1984113 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1984152.500000 Penalty: 4841.256836
	Iteration 22Q: 3 clusters Score -1984152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1984175.250000 Penalty: 4841.256836
	Iteration 23Q: 3 clusters Score -1984175 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1984203.500000 Penalty: 4841.256836
	Iteration 24Q: 3 clusters Score -1984204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1984239.250000 Penalty: 4841.256836
	Iteration 25Q: 3 clusters Score -1984239 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1984289.000000 Penalty: 4841.256836
	Iteration 26Q: 3 clusters Score -1984289 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1984328.875000 Penalty: 4841.256836
	Iteration 27Q: 3 clusters Score -1984329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1984376.125000 Penalty: 4841.256836
	Iteration 28Q: 3 clusters Score -1984376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1984412.375000 Penalty: 4841.256836
	Iteration 29Q: 3 clusters Score -1984412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1984446.250000 Penalty: 4841.256836
	Iteration 30Q: 3 clusters Score -1984446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1984488.750000 Penalty: 4841.256836
	Iteration 31Q: 3 clusters Score -1984489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1984512.500000 Penalty: 4841.256836
	Iteration 32Q: 3 clusters Score -1984512 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1984546.250000 Penalty: 4841.256836
	Iteration 33Q: 3 clusters Score -1984546 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1984578.250000 Penalty: 4841.256836
	Iteration 34Q: 3 clusters Score -1984578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1984627.875000 Penalty: 4841.256836
	Iteration 35Q: 3 clusters Score -1984628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1984667.750000 Penalty: 4841.256836
	Iteration 36Q: 3 clusters Score -1984668 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1984706.875000 Penalty: 4841.256836
	Iteration 37Q: 3 clusters Score -1984707 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1984761.875000 Penalty: 4841.256836
	Iteration 38Q: 3 clusters Score -1984762 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1984827.125000 Penalty: 4841.256836
	Iteration 39Q: 3 clusters Score -1984827 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1984879.000000 Penalty: 4841.256836
	Iteration 40F: 3 clusters Score -1984879 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1984937.125000 Penalty: 4841.256836
	Iteration 41Q: 3 clusters Score -1984937 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1984996.000000 Penalty: 4841.256836
	Iteration 42Q: 3 clusters Score -1984996 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1985044.250000 Penalty: 4841.256836
	Iteration 43Q: 3 clusters Score -1985044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1985095.000000 Penalty: 4841.256836
	Iteration 44Q: 3 clusters Score -1985095 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1985132.000000 Penalty: 4841.256836
	Iteration 45Q: 3 clusters Score -1985132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1985160.500000 Penalty: 4841.256836
	Iteration 46Q: 3 clusters Score -1985160 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1985183.875000 Penalty: 4841.256836
	Iteration 47Q: 3 clusters Score -1985184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1985199.750000 Penalty: 4841.256836
	Iteration 48Q: 3 clusters Score -1985200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1985214.000000 Penalty: 4841.256836
	Iteration 49Q: 3 clusters Score -1985214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1985223.375000 Penalty: 4841.256836
	Iteration 50Q: 3 clusters Score -1985223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1985239.500000 Penalty: 4841.256836
	Iteration 51Q: 3 clusters Score -1985240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1985250.375000 Penalty: 4841.256836
	Iteration 52Q: 3 clusters Score -1985250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1985257.125000 Penalty: 4841.256836
	Iteration 53Q: 3 clusters Score -1985257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1985268.125000 Penalty: 4841.256836
	Iteration 54Q: 3 clusters Score -1985268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1985280.375000 Penalty: 4841.256836
	Iteration 55Q: 3 clusters Score -1985280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1985294.250000 Penalty: 4841.256836
	Iteration 56Q: 3 clusters Score -1985294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1985299.625000 Penalty: 4841.256836
	Iteration 57Q: 3 clusters Score -1985300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1985306.125000 Penalty: 4841.256836
	Iteration 58Q: 3 clusters Score -1985306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1985312.625000 Penalty: 4841.256836
	Iteration 59Q: 3 clusters Score -1985313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1985319.750000 Penalty: 4841.256836
	Iteration 60F: 3 clusters Score -1985320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1985332.250000 Penalty: 4841.256836
	Iteration 61Q: 3 clusters Score -1985332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1985345.000000 Penalty: 4841.256836
	Iteration 62Q: 3 clusters Score -1985345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1985349.250000 Penalty: 4841.256836
	Iteration 63Q: 3 clusters Score -1985349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1985361.875000 Penalty: 4841.256836
	Iteration 64Q: 3 clusters Score -1985362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1985368.125000 Penalty: 4841.256836
	Iteration 65Q: 3 clusters Score -1985368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1985373.125000 Penalty: 4841.256836
	Iteration 66Q: 3 clusters Score -1985373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1985384.000000 Penalty: 4841.256836
	Iteration 67Q: 3 clusters Score -1985384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1985386.750000 Penalty: 4841.256836
	Iteration 68Q: 3 clusters Score -1985387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1985390.375000 Penalty: 4841.256836
	Iteration 69Q: 3 clusters Score -1985390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1985389.875000 Penalty: 4841.256836
	Iteration 70Q: 3 clusters Score -1985390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1985392.250000 Penalty: 4841.256836
	Iteration 71Q: 3 clusters Score -1985392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1985397.625000 Penalty: 4841.256836
	Iteration 72Q: 3 clusters Score -1985398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1985399.250000 Penalty: 4841.256836
	Iteration 73Q: 3 clusters Score -1985399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1985400.125000 Penalty: 4841.256836
	Iteration 74Q: 3 clusters Score -1985400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1985407.500000 Penalty: 4841.256836
	Iteration 75Q: 3 clusters Score -1985408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1985408.250000 Penalty: 4841.256836
	Iteration 76Q: 3 clusters Score -1985408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1985417.250000 Penalty: 4841.256836
	Iteration 77Q: 3 clusters Score -1985417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1985422.125000 Penalty: 4841.256836
	Iteration 78Q: 3 clusters Score -1985422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1985426.625000 Penalty: 4841.256836
	Iteration 79Q: 3 clusters Score -1985427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1985427.625000 Penalty: 4841.256836
	Iteration 80F: 3 clusters Score -1985428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1985427.500000 Penalty: 4841.256836
	Iteration 81Q: 3 clusters Score -1985428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1985436.250000 Penalty: 4841.256836
	Iteration 82Q: 3 clusters Score -1985436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1985441.000000 Penalty: 4841.256836
	Iteration 83Q: 3 clusters Score -1985441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1985445.000000 Penalty: 4841.256836
	Iteration 84Q: 3 clusters Score -1985445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1985442.500000 Penalty: 4841.256836
	Iteration 85Q: 3 clusters Score -1985442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1985443.250000 Penalty: 4841.256836
	Iteration 86Q: 3 clusters Score -1985443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1985446.375000 Penalty: 4841.256836
	Iteration 87Q: 3 clusters Score -1985446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1985447.625000 Penalty: 4841.256836
	Iteration 88Q: 3 clusters Score -1985448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1985450.375000 Penalty: 4841.256836
	Iteration 89Q: 3 clusters Score -1985450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1985450.250000 Penalty: 4841.256836
	Iteration 90Q: 3 clusters Score -1985450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1985450.250000 Penalty: 4841.256836
	Iteration 91F: 3 clusters Score -1985450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Entering Unmasked Estep 
Score: -19686972.000000 Penalty: 2978.394775
	Iteration 0F: 2 clusters Score -1.968697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -19578380.000000 Penalty: 5956.789551
	Iteration 0F: 3 clusters Score -1.957838e+07 nChanged 78752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -19623816.000000 Penalty: 5956.789551
	Iteration 1F: 3 clusters Score -1.962382e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -19625080.000000 Penalty: 5956.789551
	Iteration 2Q: 3 clusters Score -1.962508e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -19626462.000000 Penalty: 5956.789551
	Iteration 3Q: 3 clusters Score -1.962646e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -19628568.000000 Penalty: 5956.789551
	Iteration 4Q: 3 clusters Score -1.962857e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -19631410.000000 Penalty: 5956.789551
	Iteration 5Q: 3 clusters Score -1.963141e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99173 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -19635258.000000 Penalty: 5956.789551
	Iteration 6Q: 3 clusters Score -1.963526e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -19640576.000000 Penalty: 5956.789551
	Iteration 7F: 3 clusters Score -1.964058e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115896 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -19647560.000000 Penalty: 5956.789551
	Iteration 8F: 3 clusters Score -1.964756e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -19656298.000000 Penalty: 5956.789551
	Iteration 9F: 3 clusters Score -1.96563e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137666 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -19665388.000000 Penalty: 5956.789551
	Iteration 10F: 3 clusters Score -1.966539e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -19673122.000000 Penalty: 5956.789551
	Iteration 11F: 3 clusters Score -1.967312e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -19678022.000000 Penalty: 5956.789551
	Iteration 12Q: 3 clusters Score -1.967802e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158080 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -19681000.000000 Penalty: 5956.789551
	Iteration 13Q: 3 clusters Score -1.9681e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160493 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -19682556.000000 Penalty: 5956.789551
	Iteration 14Q: 3 clusters Score -1.968256e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161794 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -19683322.000000 Penalty: 5956.789551
	Iteration 15Q: 3 clusters Score -1.968332e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162490 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19683702.000000 Penalty: 5956.789551
	Iteration 16Q: 3 clusters Score -1.96837e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162881 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19684014.000000 Penalty: 5956.789551
	Iteration 17Q: 3 clusters Score -1.968401e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163130 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19684154.000000 Penalty: 5956.789551
	Iteration 18Q: 3 clusters Score -1.968415e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163291 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -19684248.000000 Penalty: 5956.789551
	Iteration 19Q: 3 clusters Score -1.968425e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19684302.000000 Penalty: 5956.789551
	Iteration 20F: 3 clusters Score -1.96843e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -19684342.000000 Penalty: 5956.789551
	Iteration 21Q: 3 clusters Score -1.968434e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19684384.000000 Penalty: 5956.789551
	Iteration 22Q: 3 clusters Score -1.968438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163506 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -19684400.000000 Penalty: 5956.789551
	Iteration 23Q: 3 clusters Score -1.96844e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19684440.000000 Penalty: 5956.789551
	Iteration 24Q: 3 clusters Score -1.968444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163572 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19684448.000000 Penalty: 5956.789551
	Iteration 25Q: 3 clusters Score -1.968445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163591 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19684460.000000 Penalty: 5956.789551
	Iteration 26Q: 3 clusters Score -1.968446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163604 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19684466.000000 Penalty: 5956.789551
	Iteration 27Q: 3 clusters Score -1.968447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19684486.000000 Penalty: 5956.789551
	Iteration 28Q: 3 clusters Score -1.968449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19684498.000000 Penalty: 5956.789551
	Iteration 29Q: 3 clusters Score -1.96845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163630 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -19684496.000000 Penalty: 5956.789551
	Iteration 30Q: 3 clusters Score -1.96845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19684498.000000 Penalty: 5956.789551
	Iteration 31Q: 3 clusters Score -1.96845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19684504.000000 Penalty: 5956.789551
	Iteration 32Q: 3 clusters Score -1.96845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -19684502.000000 Penalty: 5956.789551
	Iteration 33Q: 3 clusters Score -1.96845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19684512.000000 Penalty: 5956.789551
	Iteration 34Q: 3 clusters Score -1.968451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -19684504.000000 Penalty: 5956.789551
	Iteration 35Q: 3 clusters Score -1.96845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -19684504.000000 Penalty: 5956.789551
	Iteration 36F: 3 clusters Score -1.96845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (169683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169683 members 
Entering Unmasked Estep 
Score: -20352506.000000 Penalty: 2986.338379
	Iteration 0F: 2 clusters Score -2.035251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -20240702.000000 Penalty: 5972.676758
	Iteration 0F: 3 clusters Score -2.02407e+07 nChanged 81124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -20288062.000000 Penalty: 5972.676758
	Iteration 1F: 3 clusters Score -2.028806e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -20290202.000000 Penalty: 5972.676758
	Iteration 2Q: 3 clusters Score -2.02902e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -20294114.000000 Penalty: 5972.676758
	Iteration 3Q: 3 clusters Score -2.029411e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -20301150.000000 Penalty: 5972.676758
	Iteration 4F: 3 clusters Score -2.030115e+07 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -20312362.000000 Penalty: 5972.676758
	Iteration 5F: 3 clusters Score -2.031236e+07 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 143978 members 
Entering Unmasked Estep 
Score: -20326738.000000 Penalty: 5972.676758
	Iteration 6F: 3 clusters Score -2.032674e+07 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -20338648.000000 Penalty: 5972.676758
	Iteration 7F: 3 clusters Score -2.033865e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -20345426.000000 Penalty: 5972.676758
	Iteration 8Q: 3 clusters Score -2.034543e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -20348140.000000 Penalty: 5972.676758
	Iteration 9Q: 3 clusters Score -2.034814e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -20349206.000000 Penalty: 5972.676758
	Iteration 10Q: 3 clusters Score -2.034921e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -20349522.000000 Penalty: 5972.676758
	Iteration 11Q: 3 clusters Score -2.034952e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 169263 members 
Entering Unmasked Estep 
Score: -20349752.000000 Penalty: 5972.676758
	Iteration 12Q: 3 clusters Score -2.034975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -20349824.000000 Penalty: 5972.676758
	Iteration 13Q: 3 clusters Score -2.034982e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -20349892.000000 Penalty: 5972.676758
	Iteration 14Q: 3 clusters Score -2.034989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -20349930.000000 Penalty: 5972.676758
	Iteration 15Q: 3 clusters Score -2.034993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -20349938.000000 Penalty: 5972.676758
	Iteration 16Q: 3 clusters Score -2.034994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 169364 members 
Entering Unmasked Estep 
Score: -20349956.000000 Penalty: 5972.676758
	Iteration 17Q: 3 clusters Score -2.034996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 169365 members 
Entering Unmasked Estep 
Score: -20349948.000000 Penalty: 5972.676758
	Iteration 18Q: 3 clusters Score -2.034995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -20349966.000000 Penalty: 5972.676758
	Iteration 19Q: 3 clusters Score -2.034997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -20349984.000000 Penalty: 5972.676758
	Iteration 20F: 3 clusters Score -2.034998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 169370 members 
Entering Unmasked Estep 
Score: -20349978.000000 Penalty: 5972.676758
	Iteration 21Q: 3 clusters Score -2.034998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 169370 members 
Entering Unmasked Estep 
Score: -20349978.000000 Penalty: 5972.676758
	Iteration 22F: 3 clusters Score -2.034998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Entering Unmasked Estep 
Score: -11442772.000000 Penalty: 2845.577148
	Iteration 0F: 2 clusters Score -1.144277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -11378220.000000 Penalty: 5691.154297
	Iteration 0F: 3 clusters Score -1.137822e+07 nChanged 45678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -11404373.000000 Penalty: 5691.154297
	Iteration 1F: 3 clusters Score -1.140437e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -11405254.000000 Penalty: 5691.154297
	Iteration 2Q: 3 clusters Score -1.140525e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -11406147.000000 Penalty: 5691.154297
	Iteration 3Q: 3 clusters Score -1.140615e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -11407249.000000 Penalty: 5691.154297
	Iteration 4Q: 3 clusters Score -1.140725e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -11408840.000000 Penalty: 5691.154297
	Iteration 5Q: 3 clusters Score -1.140884e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -11410939.000000 Penalty: 5691.154297
	Iteration 6Q: 3 clusters Score -1.141094e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -11414051.000000 Penalty: 5691.154297
	Iteration 7F: 3 clusters Score -1.141405e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -11418270.000000 Penalty: 5691.154297
	Iteration 8F: 3 clusters Score -1.141827e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -11423534.000000 Penalty: 5691.154297
	Iteration 9F: 3 clusters Score -1.142353e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -11428401.000000 Penalty: 5691.154297
	Iteration 10F: 3 clusters Score -1.14284e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -11431243.000000 Penalty: 5691.154297
	Iteration 11F: 3 clusters Score -1.143124e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -11432691.000000 Penalty: 5691.154297
	Iteration 12Q: 3 clusters Score -1.143269e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -11433463.000000 Penalty: 5691.154297
	Iteration 13Q: 3 clusters Score -1.143346e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -11433982.000000 Penalty: 5691.154297
	Iteration 14Q: 3 clusters Score -1.143398e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -11434291.000000 Penalty: 5691.154297
	Iteration 15Q: 3 clusters Score -1.143429e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -11434505.000000 Penalty: 5691.154297
	Iteration 16Q: 3 clusters Score -1.14345e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -11434691.000000 Penalty: 5691.154297
	Iteration 17Q: 3 clusters Score -1.143469e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -11434757.000000 Penalty: 5691.154297
	Iteration 18Q: 3 clusters Score -1.143476e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -11434816.000000 Penalty: 5691.154297
	Iteration 19Q: 3 clusters Score -1.143482e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -11434899.000000 Penalty: 5691.154297
	Iteration 20F: 3 clusters Score -1.14349e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -11435002.000000 Penalty: 5691.154297
	Iteration 21Q: 3 clusters Score -1.1435e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -11435075.000000 Penalty: 5691.154297
	Iteration 22Q: 3 clusters Score -1.143508e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -11435109.000000 Penalty: 5691.154297
	Iteration 23Q: 3 clusters Score -1.143511e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -11435085.000000 Penalty: 5691.154297
	Iteration 24Q: 3 clusters Score -1.143508e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -11435132.000000 Penalty: 5691.154297
	Iteration 25Q: 3 clusters Score -1.143513e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -11435181.000000 Penalty: 5691.154297
	Iteration 26Q: 3 clusters Score -1.143518e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -11435234.000000 Penalty: 5691.154297
	Iteration 27Q: 3 clusters Score -1.143523e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -11435268.000000 Penalty: 5691.154297
	Iteration 28Q: 3 clusters Score -1.143527e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -11435300.000000 Penalty: 5691.154297
	Iteration 29Q: 3 clusters Score -1.14353e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -11435310.000000 Penalty: 5691.154297
	Iteration 30Q: 3 clusters Score -1.143531e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -11435322.000000 Penalty: 5691.154297
	Iteration 31Q: 3 clusters Score -1.143532e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -11435306.000000 Penalty: 5691.154297
	Iteration 32Q: 3 clusters Score -1.143531e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -11435319.000000 Penalty: 5691.154297
	Iteration 33Q: 3 clusters Score -1.143532e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -11435360.000000 Penalty: 5691.154297
	Iteration 34Q: 3 clusters Score -1.143536e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -11435378.000000 Penalty: 5691.154297
	Iteration 35Q: 3 clusters Score -1.143538e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -11435386.000000 Penalty: 5691.154297
	Iteration 36Q: 3 clusters Score -1.143539e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -11435373.000000 Penalty: 5691.154297
	Iteration 37Q: 3 clusters Score -1.143537e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -11435364.000000 Penalty: 5691.154297
	Iteration 38Q: 3 clusters Score -1.143536e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -11435356.000000 Penalty: 5691.154297
	Iteration 39Q: 3 clusters Score -1.143536e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -11435368.000000 Penalty: 5691.154297
	Iteration 40F: 3 clusters Score -1.143537e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -11435416.000000 Penalty: 5691.154297
	Iteration 41Q: 3 clusters Score -1.143542e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -11435410.000000 Penalty: 5691.154297
	Iteration 42Q: 3 clusters Score -1.143541e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -11435432.000000 Penalty: 5691.154297
	Iteration 43Q: 3 clusters Score -1.143543e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -11435420.000000 Penalty: 5691.154297
	Iteration 44Q: 3 clusters Score -1.143542e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -11435437.000000 Penalty: 5691.154297
	Iteration 45Q: 3 clusters Score -1.143544e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -11435446.000000 Penalty: 5691.154297
	Iteration 46Q: 3 clusters Score -1.143545e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -11435453.000000 Penalty: 5691.154297
	Iteration 47Q: 3 clusters Score -1.143545e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -11435465.000000 Penalty: 5691.154297
	Iteration 48Q: 3 clusters Score -1.143546e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -11435468.000000 Penalty: 5691.154297
	Iteration 49Q: 3 clusters Score -1.143547e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -11435472.000000 Penalty: 5691.154297
	Iteration 50Q: 3 clusters Score -1.143547e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -11435489.000000 Penalty: 5691.154297
	Iteration 51Q: 3 clusters Score -1.143549e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -11435488.000000 Penalty: 5691.154297
	Iteration 52Q: 3 clusters Score -1.143549e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -11435491.000000 Penalty: 5691.154297
	Iteration 53Q: 3 clusters Score -1.143549e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -11435492.000000 Penalty: 5691.154297
	Iteration 54Q: 3 clusters Score -1.143549e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -11435509.000000 Penalty: 5691.154297
	Iteration 55Q: 3 clusters Score -1.143551e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -11435472.000000 Penalty: 5691.154297
	Iteration 56Q: 3 clusters Score -1.143547e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -11435476.000000 Penalty: 5691.154297
	Iteration 57Q: 3 clusters Score -1.143548e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -11435471.000000 Penalty: 5691.154297
	Iteration 58Q: 3 clusters Score -1.143547e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -11435501.000000 Penalty: 5691.154297
	Iteration 59Q: 3 clusters Score -1.14355e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -11435513.000000 Penalty: 5691.154297
	Iteration 60F: 3 clusters Score -1.143551e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -11435515.000000 Penalty: 5691.154297
	Iteration 61Q: 3 clusters Score -1.143552e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -11435521.000000 Penalty: 5691.154297
	Iteration 62Q: 3 clusters Score -1.143552e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -11435534.000000 Penalty: 5691.154297
	Iteration 63Q: 3 clusters Score -1.143553e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -11435536.000000 Penalty: 5691.154297
	Iteration 64Q: 3 clusters Score -1.143554e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -11435567.000000 Penalty: 5691.154297
	Iteration 65Q: 3 clusters Score -1.143557e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -11435550.000000 Penalty: 5691.154297
	Iteration 66Q: 3 clusters Score -1.143555e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -11435565.000000 Penalty: 5691.154297
	Iteration 67Q: 3 clusters Score -1.143556e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -11435566.000000 Penalty: 5691.154297
	Iteration 68Q: 3 clusters Score -1.143557e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -11435562.000000 Penalty: 5691.154297
	Iteration 69Q: 3 clusters Score -1.143556e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -11435537.000000 Penalty: 5691.154297
	Iteration 70Q: 3 clusters Score -1.143554e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -11435561.000000 Penalty: 5691.154297
	Iteration 71Q: 3 clusters Score -1.143556e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -11435537.000000 Penalty: 5691.154297
	Iteration 72Q: 3 clusters Score -1.143554e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -11435555.000000 Penalty: 5691.154297
	Iteration 73Q: 3 clusters Score -1.143556e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -11435587.000000 Penalty: 5691.154297
	Iteration 74Q: 3 clusters Score -1.143559e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -11435579.000000 Penalty: 5691.154297
	Iteration 75Q: 3 clusters Score -1.143558e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -11435581.000000 Penalty: 5691.154297
	Iteration 76Q: 3 clusters Score -1.143558e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -11435600.000000 Penalty: 5691.154297
	Iteration 77Q: 3 clusters Score -1.14356e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -11435639.000000 Penalty: 5691.154297
	Iteration 78Q: 3 clusters Score -1.143564e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -11435629.000000 Penalty: 5691.154297
	Iteration 79Q: 3 clusters Score -1.143563e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -11435618.000000 Penalty: 5691.154297
	Iteration 80F: 3 clusters Score -1.143562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -11435614.000000 Penalty: 5691.154297
	Iteration 81Q: 3 clusters Score -1.143561e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -11435621.000000 Penalty: 5691.154297
	Iteration 82Q: 3 clusters Score -1.143562e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -11435611.000000 Penalty: 5691.154297
	Iteration 83Q: 3 clusters Score -1.143561e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -11435653.000000 Penalty: 5691.154297
	Iteration 84Q: 3 clusters Score -1.143565e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -11435638.000000 Penalty: 5691.154297
	Iteration 85Q: 3 clusters Score -1.143564e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -11435677.000000 Penalty: 5691.154297
	Iteration 86Q: 3 clusters Score -1.143568e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -11435678.000000 Penalty: 5691.154297
	Iteration 87Q: 3 clusters Score -1.143568e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -11435661.000000 Penalty: 5691.154297
	Iteration 88Q: 3 clusters Score -1.143566e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -11435644.000000 Penalty: 5691.154297
	Iteration 89Q: 3 clusters Score -1.143564e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -11435650.000000 Penalty: 5691.154297
	Iteration 90Q: 3 clusters Score -1.143565e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -11435652.000000 Penalty: 5691.154297
	Iteration 91Q: 3 clusters Score -1.143565e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -11435673.000000 Penalty: 5691.154297
	Iteration 92Q: 3 clusters Score -1.143567e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -11435683.000000 Penalty: 5691.154297
	Iteration 93Q: 3 clusters Score -1.143568e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -11435702.000000 Penalty: 5691.154297
	Iteration 94Q: 3 clusters Score -1.14357e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -11435689.000000 Penalty: 5691.154297
	Iteration 95Q: 3 clusters Score -1.143569e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -11435689.000000 Penalty: 5691.154297
	Iteration 96Q: 3 clusters Score -1.143569e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -11435695.000000 Penalty: 5691.154297
	Iteration 97Q: 3 clusters Score -1.14357e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -11435691.000000 Penalty: 5691.154297
	Iteration 98Q: 3 clusters Score -1.143569e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -11435690.000000 Penalty: 5691.154297
	Iteration 99Q: 3 clusters Score -1.143569e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -11435699.000000 Penalty: 5691.154297
	Iteration 100F: 3 clusters Score -1.14357e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -11435721.000000 Penalty: 5691.154297
	Iteration 101Q: 3 clusters Score -1.143572e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -11435698.000000 Penalty: 5691.154297
	Iteration 102Q: 3 clusters Score -1.14357e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -11435718.000000 Penalty: 5691.154297
	Iteration 103Q: 3 clusters Score -1.143572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -11435720.000000 Penalty: 5691.154297
	Iteration 104Q: 3 clusters Score -1.143572e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -11435726.000000 Penalty: 5691.154297
	Iteration 105Q: 3 clusters Score -1.143573e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -11435745.000000 Penalty: 5691.154297
	Iteration 106Q: 3 clusters Score -1.143574e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -11435740.000000 Penalty: 5691.154297
	Iteration 107Q: 3 clusters Score -1.143574e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -11435746.000000 Penalty: 5691.154297
	Iteration 108Q: 3 clusters Score -1.143575e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -11435748.000000 Penalty: 5691.154297
	Iteration 109Q: 3 clusters Score -1.143575e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -11435763.000000 Penalty: 5691.154297
	Iteration 110Q: 3 clusters Score -1.143576e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -11435739.000000 Penalty: 5691.154297
	Iteration 111Q: 3 clusters Score -1.143574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -11435728.000000 Penalty: 5691.154297
	Iteration 112Q: 3 clusters Score -1.143573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -11435741.000000 Penalty: 5691.154297
	Iteration 113Q: 3 clusters Score -1.143574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -11435755.000000 Penalty: 5691.154297
	Iteration 114Q: 3 clusters Score -1.143576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -11435773.000000 Penalty: 5691.154297
	Iteration 115Q: 3 clusters Score -1.143577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -11435776.000000 Penalty: 5691.154297
	Iteration 116Q: 3 clusters Score -1.143578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -11435764.000000 Penalty: 5691.154297
	Iteration 117Q: 3 clusters Score -1.143576e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -11435776.000000 Penalty: 5691.154297
	Iteration 118Q: 3 clusters Score -1.143578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -11435776.000000 Penalty: 5691.154297
	Iteration 119Q: 3 clusters Score -1.143578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -11435770.000000 Penalty: 5691.154297
	Iteration 120F: 3 clusters Score -1.143577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -11435763.000000 Penalty: 5691.154297
	Iteration 121Q: 3 clusters Score -1.143576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -11435773.000000 Penalty: 5691.154297
	Iteration 122Q: 3 clusters Score -1.143577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -11435756.000000 Penalty: 5691.154297
	Iteration 123Q: 3 clusters Score -1.143576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -11435762.000000 Penalty: 5691.154297
	Iteration 124Q: 3 clusters Score -1.143576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -11435776.000000 Penalty: 5691.154297
	Iteration 125Q: 3 clusters Score -1.143578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -11435794.000000 Penalty: 5691.154297
	Iteration 126Q: 3 clusters Score -1.143579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -11435808.000000 Penalty: 5691.154297
	Iteration 127Q: 3 clusters Score -1.143581e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -11435806.000000 Penalty: 5691.154297
	Iteration 128Q: 3 clusters Score -1.143581e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -11435810.000000 Penalty: 5691.154297
	Iteration 129Q: 3 clusters Score -1.143581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -11435808.000000 Penalty: 5691.154297
	Iteration 130Q: 3 clusters Score -1.143581e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -11435836.000000 Penalty: 5691.154297
	Iteration 131Q: 3 clusters Score -1.143584e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -11435832.000000 Penalty: 5691.154297
	Iteration 132Q: 3 clusters Score -1.143583e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -11435825.000000 Penalty: 5691.154297
	Iteration 133Q: 3 clusters Score -1.143582e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -11435828.000000 Penalty: 5691.154297
	Iteration 134Q: 3 clusters Score -1.143583e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -11435795.000000 Penalty: 5691.154297
	Iteration 135Q: 3 clusters Score -1.14358e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -11435758.000000 Penalty: 5691.154297
	Iteration 136Q: 3 clusters Score -1.143576e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -11435761.000000 Penalty: 5691.154297
	Iteration 137Q: 3 clusters Score -1.143576e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -11435770.000000 Penalty: 5691.154297
	Iteration 138Q: 3 clusters Score -1.143577e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -11435770.000000 Penalty: 5691.154297
	Iteration 139Q: 3 clusters Score -1.143577e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -11435790.000000 Penalty: 5691.154297
	Iteration 140F: 3 clusters Score -1.143579e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -11435794.000000 Penalty: 5691.154297
	Iteration 141Q: 3 clusters Score -1.143579e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -11435788.000000 Penalty: 5691.154297
	Iteration 142Q: 3 clusters Score -1.143579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -11435781.000000 Penalty: 5691.154297
	Iteration 143Q: 3 clusters Score -1.143578e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -11435802.000000 Penalty: 5691.154297
	Iteration 144Q: 3 clusters Score -1.14358e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -11435794.000000 Penalty: 5691.154297
	Iteration 145Q: 3 clusters Score -1.143579e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -11435822.000000 Penalty: 5691.154297
	Iteration 146Q: 3 clusters Score -1.143582e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -11435849.000000 Penalty: 5691.154297
	Iteration 147Q: 3 clusters Score -1.143585e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -11435865.000000 Penalty: 5691.154297
	Iteration 148Q: 3 clusters Score -1.143586e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -11435843.000000 Penalty: 5691.154297
	Iteration 149Q: 3 clusters Score -1.143584e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -11435839.000000 Penalty: 5691.154297
	Iteration 150Q: 3 clusters Score -1.143584e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -11435853.000000 Penalty: 5691.154297
	Iteration 151Q: 3 clusters Score -1.143585e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -11435888.000000 Penalty: 5691.154297
	Iteration 152Q: 3 clusters Score -1.143589e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -11435884.000000 Penalty: 5691.154297
	Iteration 153Q: 3 clusters Score -1.143588e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -11435900.000000 Penalty: 5691.154297
	Iteration 154Q: 3 clusters Score -1.14359e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -11435907.000000 Penalty: 5691.154297
	Iteration 155Q: 3 clusters Score -1.143591e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -11435896.000000 Penalty: 5691.154297
	Iteration 156Q: 3 clusters Score -1.14359e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -11435943.000000 Penalty: 5691.154297
	Iteration 157Q: 3 clusters Score -1.143594e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -11435942.000000 Penalty: 5691.154297
	Iteration 158Q: 3 clusters Score -1.143594e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -11435980.000000 Penalty: 5691.154297
	Iteration 159Q: 3 clusters Score -1.143598e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -11435992.000000 Penalty: 5691.154297
	Iteration 160F: 3 clusters Score -1.143599e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -11436027.000000 Penalty: 5691.154297
	Iteration 161Q: 3 clusters Score -1.143603e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -11436048.000000 Penalty: 5691.154297
	Iteration 162Q: 3 clusters Score -1.143605e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -11436056.000000 Penalty: 5691.154297
	Iteration 163Q: 3 clusters Score -1.143606e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -11436040.000000 Penalty: 5691.154297
	Iteration 164Q: 3 clusters Score -1.143604e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -11436047.000000 Penalty: 5691.154297
	Iteration 165Q: 3 clusters Score -1.143605e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -11436049.000000 Penalty: 5691.154297
	Iteration 166Q: 3 clusters Score -1.143605e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -11436057.000000 Penalty: 5691.154297
	Iteration 167Q: 3 clusters Score -1.143606e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -11436122.000000 Penalty: 5691.154297
	Iteration 168Q: 3 clusters Score -1.143612e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -11436115.000000 Penalty: 5691.154297
	Iteration 169Q: 3 clusters Score -1.143612e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -11436182.000000 Penalty: 5691.154297
	Iteration 170Q: 3 clusters Score -1.143618e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -11436192.000000 Penalty: 5691.154297
	Iteration 171Q: 3 clusters Score -1.143619e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -11436201.000000 Penalty: 5691.154297
	Iteration 172Q: 3 clusters Score -1.14362e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -11436230.000000 Penalty: 5691.154297
	Iteration 173Q: 3 clusters Score -1.143623e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -11436222.000000 Penalty: 5691.154297
	Iteration 174Q: 3 clusters Score -1.143622e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -11436250.000000 Penalty: 5691.154297
	Iteration 175Q: 3 clusters Score -1.143625e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -11436243.000000 Penalty: 5691.154297
	Iteration 176Q: 3 clusters Score -1.143624e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -11436301.000000 Penalty: 5691.154297
	Iteration 177Q: 3 clusters Score -1.14363e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -11436317.000000 Penalty: 5691.154297
	Iteration 178Q: 3 clusters Score -1.143632e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -11436328.000000 Penalty: 5691.154297
	Iteration 179Q: 3 clusters Score -1.143633e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -11436360.000000 Penalty: 5691.154297
	Iteration 180F: 3 clusters Score -1.143636e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -11436402.000000 Penalty: 5691.154297
	Iteration 181Q: 3 clusters Score -1.14364e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -11436446.000000 Penalty: 5691.154297
	Iteration 182Q: 3 clusters Score -1.143645e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -11436568.000000 Penalty: 5691.154297
	Iteration 183Q: 3 clusters Score -1.143657e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -11436641.000000 Penalty: 5691.154297
	Iteration 184Q: 3 clusters Score -1.143664e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -11436732.000000 Penalty: 5691.154297
	Iteration 185Q: 3 clusters Score -1.143673e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -11436799.000000 Penalty: 5691.154297
	Iteration 186Q: 3 clusters Score -1.14368e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -11436896.000000 Penalty: 5691.154297
	Iteration 187Q: 3 clusters Score -1.14369e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -11437065.000000 Penalty: 5691.154297
	Iteration 188Q: 3 clusters Score -1.143706e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -11437193.000000 Penalty: 5691.154297
	Iteration 189Q: 3 clusters Score -1.143719e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -11437311.000000 Penalty: 5691.154297
	Iteration 190Q: 3 clusters Score -1.143731e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -11437431.000000 Penalty: 5691.154297
	Iteration 191Q: 3 clusters Score -1.143743e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -11437542.000000 Penalty: 5691.154297
	Iteration 192Q: 3 clusters Score -1.143754e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -11437681.000000 Penalty: 5691.154297
	Iteration 193Q: 3 clusters Score -1.143768e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -11437797.000000 Penalty: 5691.154297
	Iteration 194Q: 3 clusters Score -1.14378e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -11437945.000000 Penalty: 5691.154297
	Iteration 195Q: 3 clusters Score -1.143794e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -11438040.000000 Penalty: 5691.154297
	Iteration 196Q: 3 clusters Score -1.143804e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -11438155.000000 Penalty: 5691.154297
	Iteration 197Q: 3 clusters Score -1.143816e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -11438201.000000 Penalty: 5691.154297
	Iteration 198Q: 3 clusters Score -1.14382e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -11438287.000000 Penalty: 5691.154297
	Iteration 199Q: 3 clusters Score -1.143829e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -11438358.000000 Penalty: 5691.154297
	Iteration 200F: 3 clusters Score -1.143836e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -11438431.000000 Penalty: 5691.154297
	Iteration 201Q: 3 clusters Score -1.143843e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -11438513.000000 Penalty: 5691.154297
	Iteration 202Q: 3 clusters Score -1.143851e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -11438561.000000 Penalty: 5691.154297
	Iteration 203Q: 3 clusters Score -1.143856e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -11438608.000000 Penalty: 5691.154297
	Iteration 204Q: 3 clusters Score -1.143861e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -11438675.000000 Penalty: 5691.154297
	Iteration 205Q: 3 clusters Score -1.143868e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -11438742.000000 Penalty: 5691.154297
	Iteration 206Q: 3 clusters Score -1.143874e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -11438776.000000 Penalty: 5691.154297
	Iteration 207Q: 3 clusters Score -1.143878e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -11438822.000000 Penalty: 5691.154297
	Iteration 208Q: 3 clusters Score -1.143882e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -11438833.000000 Penalty: 5691.154297
	Iteration 209Q: 3 clusters Score -1.143883e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -11438882.000000 Penalty: 5691.154297
	Iteration 210Q: 3 clusters Score -1.143888e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -11438907.000000 Penalty: 5691.154297
	Iteration 211Q: 3 clusters Score -1.143891e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -11438938.000000 Penalty: 5691.154297
	Iteration 212Q: 3 clusters Score -1.143894e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -11438979.000000 Penalty: 5691.154297
	Iteration 213Q: 3 clusters Score -1.143898e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -11438992.000000 Penalty: 5691.154297
	Iteration 214Q: 3 clusters Score -1.143899e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -11439022.000000 Penalty: 5691.154297
	Iteration 215Q: 3 clusters Score -1.143902e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -11439054.000000 Penalty: 5691.154297
	Iteration 216Q: 3 clusters Score -1.143905e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -11439065.000000 Penalty: 5691.154297
	Iteration 217Q: 3 clusters Score -1.143906e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -11439088.000000 Penalty: 5691.154297
	Iteration 218Q: 3 clusters Score -1.143909e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -11439097.000000 Penalty: 5691.154297
	Iteration 219Q: 3 clusters Score -1.14391e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -11439144.000000 Penalty: 5691.154297
	Iteration 220F: 3 clusters Score -1.143914e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -11439195.000000 Penalty: 5691.154297
	Iteration 221Q: 3 clusters Score -1.14392e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -11439182.000000 Penalty: 5691.154297
	Iteration 222Q: 3 clusters Score -1.143918e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -11439201.000000 Penalty: 5691.154297
	Iteration 223Q: 3 clusters Score -1.14392e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -11439224.000000 Penalty: 5691.154297
	Iteration 224Q: 3 clusters Score -1.143922e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -11439239.000000 Penalty: 5691.154297
	Iteration 225Q: 3 clusters Score -1.143924e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -11439236.000000 Penalty: 5691.154297
	Iteration 226Q: 3 clusters Score -1.143924e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -11439250.000000 Penalty: 5691.154297
	Iteration 227Q: 3 clusters Score -1.143925e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -11439304.000000 Penalty: 5691.154297
	Iteration 228Q: 3 clusters Score -1.14393e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -11439290.000000 Penalty: 5691.154297
	Iteration 229Q: 3 clusters Score -1.143929e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -11439333.000000 Penalty: 5691.154297
	Iteration 230Q: 3 clusters Score -1.143933e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -11439379.000000 Penalty: 5691.154297
	Iteration 231Q: 3 clusters Score -1.143938e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -11439409.000000 Penalty: 5691.154297
	Iteration 232Q: 3 clusters Score -1.143941e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -11439432.000000 Penalty: 5691.154297
	Iteration 233Q: 3 clusters Score -1.143943e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -11439433.000000 Penalty: 5691.154297
	Iteration 234Q: 3 clusters Score -1.143943e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -11439474.000000 Penalty: 5691.154297
	Iteration 235Q: 3 clusters Score -1.143947e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -11439521.000000 Penalty: 5691.154297
	Iteration 236Q: 3 clusters Score -1.143952e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -11439554.000000 Penalty: 5691.154297
	Iteration 237Q: 3 clusters Score -1.143955e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -11439566.000000 Penalty: 5691.154297
	Iteration 238Q: 3 clusters Score -1.143957e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -11439533.000000 Penalty: 5691.154297
	Iteration 239Q: 3 clusters Score -1.143953e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -11439571.000000 Penalty: 5691.154297
	Iteration 240F: 3 clusters Score -1.143957e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -11439600.000000 Penalty: 5691.154297
	Iteration 241Q: 3 clusters Score -1.14396e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -11439605.000000 Penalty: 5691.154297
	Iteration 242Q: 3 clusters Score -1.14396e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -11439640.000000 Penalty: 5691.154297
	Iteration 243Q: 3 clusters Score -1.143964e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -11439658.000000 Penalty: 5691.154297
	Iteration 244Q: 3 clusters Score -1.143966e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -11439707.000000 Penalty: 5691.154297
	Iteration 245Q: 3 clusters Score -1.143971e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -11439737.000000 Penalty: 5691.154297
	Iteration 246Q: 3 clusters Score -1.143974e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -11439763.000000 Penalty: 5691.154297
	Iteration 247Q: 3 clusters Score -1.143976e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -11439783.000000 Penalty: 5691.154297
	Iteration 248Q: 3 clusters Score -1.143978e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -11439781.000000 Penalty: 5691.154297
	Iteration 249Q: 3 clusters Score -1.143978e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -11439816.000000 Penalty: 5691.154297
	Iteration 250Q: 3 clusters Score -1.143982e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -11439856.000000 Penalty: 5691.154297
	Iteration 251Q: 3 clusters Score -1.143986e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -11439876.000000 Penalty: 5691.154297
	Iteration 252Q: 3 clusters Score -1.143988e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -11439882.000000 Penalty: 5691.154297
	Iteration 253Q: 3 clusters Score -1.143988e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -11439895.000000 Penalty: 5691.154297
	Iteration 254Q: 3 clusters Score -1.14399e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -11439957.000000 Penalty: 5691.154297
	Iteration 255Q: 3 clusters Score -1.143996e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -11439996.000000 Penalty: 5691.154297
	Iteration 256Q: 3 clusters Score -1.144e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -11440006.000000 Penalty: 5691.154297
	Iteration 257Q: 3 clusters Score -1.144001e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -11440020.000000 Penalty: 5691.154297
	Iteration 258Q: 3 clusters Score -1.144002e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -11440037.000000 Penalty: 5691.154297
	Iteration 259Q: 3 clusters Score -1.144004e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -11440030.000000 Penalty: 5691.154297
	Iteration 260F: 3 clusters Score -1.144003e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -11440064.000000 Penalty: 5691.154297
	Iteration 261Q: 3 clusters Score -1.144006e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -11440074.000000 Penalty: 5691.154297
	Iteration 262Q: 3 clusters Score -1.144007e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -11440090.000000 Penalty: 5691.154297
	Iteration 263Q: 3 clusters Score -1.144009e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -11440097.000000 Penalty: 5691.154297
	Iteration 264Q: 3 clusters Score -1.14401e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -11440105.000000 Penalty: 5691.154297
	Iteration 265Q: 3 clusters Score -1.14401e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -11440158.000000 Penalty: 5691.154297
	Iteration 266Q: 3 clusters Score -1.144016e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -11440175.000000 Penalty: 5691.154297
	Iteration 267Q: 3 clusters Score -1.144018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89628 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -11440165.000000 Penalty: 5691.154297
	Iteration 268Q: 3 clusters Score -1.144016e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -11440168.000000 Penalty: 5691.154297
	Iteration 269Q: 3 clusters Score -1.144017e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -11440162.000000 Penalty: 5691.154297
	Iteration 270Q: 3 clusters Score -1.144016e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -11440157.000000 Penalty: 5691.154297
	Iteration 271Q: 3 clusters Score -1.144016e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -11440172.000000 Penalty: 5691.154297
	Iteration 272Q: 3 clusters Score -1.144017e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -11440193.000000 Penalty: 5691.154297
	Iteration 273Q: 3 clusters Score -1.144019e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -11440179.000000 Penalty: 5691.154297
	Iteration 274Q: 3 clusters Score -1.144018e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -11440193.000000 Penalty: 5691.154297
	Iteration 275Q: 3 clusters Score -1.144019e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -11440195.000000 Penalty: 5691.154297
	Iteration 276Q: 3 clusters Score -1.14402e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -11440210.000000 Penalty: 5691.154297
	Iteration 277Q: 3 clusters Score -1.144021e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -11440234.000000 Penalty: 5691.154297
	Iteration 278Q: 3 clusters Score -1.144023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -11440245.000000 Penalty: 5691.154297
	Iteration 279Q: 3 clusters Score -1.144024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -11440253.000000 Penalty: 5691.154297
	Iteration 280F: 3 clusters Score -1.144025e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -11440264.000000 Penalty: 5691.154297
	Iteration 281Q: 3 clusters Score -1.144026e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90566 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -11440255.000000 Penalty: 5691.154297
	Iteration 282Q: 3 clusters Score -1.144026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -11440279.000000 Penalty: 5691.154297
	Iteration 283Q: 3 clusters Score -1.144028e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -11440283.000000 Penalty: 5691.154297
	Iteration 284Q: 3 clusters Score -1.144028e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -11440307.000000 Penalty: 5691.154297
	Iteration 285Q: 3 clusters Score -1.144031e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -11440326.000000 Penalty: 5691.154297
	Iteration 286Q: 3 clusters Score -1.144033e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -11440341.000000 Penalty: 5691.154297
	Iteration 287Q: 3 clusters Score -1.144034e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -11440365.000000 Penalty: 5691.154297
	Iteration 288Q: 3 clusters Score -1.144036e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -11440365.000000 Penalty: 5691.154297
	Iteration 289Q: 3 clusters Score -1.144036e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -11440379.000000 Penalty: 5691.154297
	Iteration 290Q: 3 clusters Score -1.144038e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -11440377.000000 Penalty: 5691.154297
	Iteration 291Q: 3 clusters Score -1.144038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -11440398.000000 Penalty: 5691.154297
	Iteration 292Q: 3 clusters Score -1.14404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -11440396.000000 Penalty: 5691.154297
	Iteration 293Q: 3 clusters Score -1.14404e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91360 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -11440393.000000 Penalty: 5691.154297
	Iteration 294Q: 3 clusters Score -1.144039e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -11440396.000000 Penalty: 5691.154297
	Iteration 295Q: 3 clusters Score -1.14404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11440428.000000 Penalty: 5691.154297
	Iteration 296Q: 3 clusters Score -1.144043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11440430.000000 Penalty: 5691.154297
	Iteration 297Q: 3 clusters Score -1.144043e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -11440441.000000 Penalty: 5691.154297
	Iteration 298Q: 3 clusters Score -1.144044e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -11440450.000000 Penalty: 5691.154297
	Iteration 299Q: 3 clusters Score -1.144045e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -11440463.000000 Penalty: 5691.154297
	Iteration 300F: 3 clusters Score -1.144046e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -11440487.000000 Penalty: 5691.154297
	Iteration 301Q: 3 clusters Score -1.144049e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -11440513.000000 Penalty: 5691.154297
	Iteration 302Q: 3 clusters Score -1.144051e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -11440526.000000 Penalty: 5691.154297
	Iteration 303Q: 3 clusters Score -1.144053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -11440530.000000 Penalty: 5691.154297
	Iteration 304Q: 3 clusters Score -1.144053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -11440529.000000 Penalty: 5691.154297
	Iteration 305Q: 3 clusters Score -1.144053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -11440532.000000 Penalty: 5691.154297
	Iteration 306Q: 3 clusters Score -1.144053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -11440531.000000 Penalty: 5691.154297
	Iteration 307Q: 3 clusters Score -1.144053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -11440518.000000 Penalty: 5691.154297
	Iteration 308Q: 3 clusters Score -1.144052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -11440526.000000 Penalty: 5691.154297
	Iteration 309Q: 3 clusters Score -1.144053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -11440533.000000 Penalty: 5691.154297
	Iteration 310Q: 3 clusters Score -1.144053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -11440528.000000 Penalty: 5691.154297
	Iteration 311Q: 3 clusters Score -1.144053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -11440527.000000 Penalty: 5691.154297
	Iteration 312Q: 3 clusters Score -1.144053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -11440523.000000 Penalty: 5691.154297
	Iteration 313Q: 3 clusters Score -1.144052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -11440517.000000 Penalty: 5691.154297
	Iteration 314Q: 3 clusters Score -1.144052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -11440532.000000 Penalty: 5691.154297
	Iteration 315Q: 3 clusters Score -1.144053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -11440549.000000 Penalty: 5691.154297
	Iteration 316Q: 3 clusters Score -1.144055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -11440547.000000 Penalty: 5691.154297
	Iteration 317Q: 3 clusters Score -1.144055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -11440552.000000 Penalty: 5691.154297
	Iteration 318Q: 3 clusters Score -1.144055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -11440559.000000 Penalty: 5691.154297
	Iteration 319Q: 3 clusters Score -1.144056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -11440578.000000 Penalty: 5691.154297
	Iteration 320F: 3 clusters Score -1.144058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11440554.000000 Penalty: 5691.154297
	Iteration 321Q: 3 clusters Score -1.144055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -11440540.000000 Penalty: 5691.154297
	Iteration 322Q: 3 clusters Score -1.144054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -11440545.000000 Penalty: 5691.154297
	Iteration 323Q: 3 clusters Score -1.144054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -11440556.000000 Penalty: 5691.154297
	Iteration 324Q: 3 clusters Score -1.144056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -11440557.000000 Penalty: 5691.154297
	Iteration 325Q: 3 clusters Score -1.144056e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -11440548.000000 Penalty: 5691.154297
	Iteration 326Q: 3 clusters Score -1.144055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -11440568.000000 Penalty: 5691.154297
	Iteration 327Q: 3 clusters Score -1.144057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -11440567.000000 Penalty: 5691.154297
	Iteration 328Q: 3 clusters Score -1.144057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -11440573.000000 Penalty: 5691.154297
	Iteration 329Q: 3 clusters Score -1.144057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -11440572.000000 Penalty: 5691.154297
	Iteration 330Q: 3 clusters Score -1.144057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -11440579.000000 Penalty: 5691.154297
	Iteration 331Q: 3 clusters Score -1.144058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -11440582.000000 Penalty: 5691.154297
	Iteration 332Q: 3 clusters Score -1.144058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -11440594.000000 Penalty: 5691.154297
	Iteration 333Q: 3 clusters Score -1.144059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -11440588.000000 Penalty: 5691.154297
	Iteration 334Q: 3 clusters Score -1.144059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -11440585.000000 Penalty: 5691.154297
	Iteration 335Q: 3 clusters Score -1.144058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -11440595.000000 Penalty: 5691.154297
	Iteration 336Q: 3 clusters Score -1.14406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -11440591.000000 Penalty: 5691.154297
	Iteration 337Q: 3 clusters Score -1.144059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -11440592.000000 Penalty: 5691.154297
	Iteration 338Q: 3 clusters Score -1.144059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -11440589.000000 Penalty: 5691.154297
	Iteration 339Q: 3 clusters Score -1.144059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -11440580.000000 Penalty: 5691.154297
	Iteration 340F: 3 clusters Score -1.144058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -11440591.000000 Penalty: 5691.154297
	Iteration 341Q: 3 clusters Score -1.144059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -11440602.000000 Penalty: 5691.154297
	Iteration 342Q: 3 clusters Score -1.14406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -11440600.000000 Penalty: 5691.154297
	Iteration 343Q: 3 clusters Score -1.14406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11440612.000000 Penalty: 5691.154297
	Iteration 344Q: 3 clusters Score -1.144061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -11440614.000000 Penalty: 5691.154297
	Iteration 345Q: 3 clusters Score -1.144061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -11440614.000000 Penalty: 5691.154297
	Iteration 346F: 3 clusters Score -1.144061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Entering Unmasked Estep 
Score: -5489885.500000 Penalty: 2666.949951
	Iteration 0F: 2 clusters Score -5489886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -5458394.000000 Penalty: 5333.899902
	Iteration 0F: 3 clusters Score -5458394 nChanged 21534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -5470292.500000 Penalty: 5333.899902
	Iteration 1F: 3 clusters Score -5470292 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -5470841.000000 Penalty: 5333.899902
	Iteration 2Q: 3 clusters Score -5470841 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5471374.500000 Penalty: 5333.899902
	Iteration 3Q: 3 clusters Score -5471374 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -5471999.000000 Penalty: 5333.899902
	Iteration 4Q: 3 clusters Score -5471999 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -5472781.000000 Penalty: 5333.899902
	Iteration 5Q: 3 clusters Score -5472781 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -5473846.500000 Penalty: 5333.899902
	Iteration 6Q: 3 clusters Score -5473846 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -5475217.000000 Penalty: 5333.899902
	Iteration 7F: 3 clusters Score -5475217 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -5476948.000000 Penalty: 5333.899902
	Iteration 8F: 3 clusters Score -5476948 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5479033.500000 Penalty: 5333.899902
	Iteration 9F: 3 clusters Score -5479034 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5481164.500000 Penalty: 5333.899902
	Iteration 10F: 3 clusters Score -5481164 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5483155.000000 Penalty: 5333.899902
	Iteration 11F: 3 clusters Score -5483155 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5484657.000000 Penalty: 5333.899902
	Iteration 12Q: 3 clusters Score -5484657 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5485740.500000 Penalty: 5333.899902
	Iteration 13Q: 3 clusters Score -5485740 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5486468.000000 Penalty: 5333.899902
	Iteration 14Q: 3 clusters Score -5486468 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -5486901.500000 Penalty: 5333.899902
	Iteration 15Q: 3 clusters Score -5486902 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5487156.500000 Penalty: 5333.899902
	Iteration 16Q: 3 clusters Score -5487156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -5487304.000000 Penalty: 5333.899902
	Iteration 17Q: 3 clusters Score -5487304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5487420.000000 Penalty: 5333.899902
	Iteration 18Q: 3 clusters Score -5487420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -5487474.000000 Penalty: 5333.899902
	Iteration 19Q: 3 clusters Score -5487474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -5487514.500000 Penalty: 5333.899902
	Iteration 20F: 3 clusters Score -5487514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5487555.500000 Penalty: 5333.899902
	Iteration 21Q: 3 clusters Score -5487556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -5487579.000000 Penalty: 5333.899902
	Iteration 22Q: 3 clusters Score -5487579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5487589.500000 Penalty: 5333.899902
	Iteration 23Q: 3 clusters Score -5487590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -5487604.500000 Penalty: 5333.899902
	Iteration 24Q: 3 clusters Score -5487604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -5487603.500000 Penalty: 5333.899902
	Iteration 25Q: 3 clusters Score -5487604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -5487620.000000 Penalty: 5333.899902
	Iteration 26Q: 3 clusters Score -5487620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -5487620.000000 Penalty: 5333.899902
	Iteration 27Q: 3 clusters Score -5487620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -5487626.500000 Penalty: 5333.899902
	Iteration 28Q: 3 clusters Score -5487626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -5487635.000000 Penalty: 5333.899902
	Iteration 29Q: 3 clusters Score -5487635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -5487645.000000 Penalty: 5333.899902
	Iteration 30Q: 3 clusters Score -5487645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5487647.000000 Penalty: 5333.899902
	Iteration 31Q: 3 clusters Score -5487647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5487658.000000 Penalty: 5333.899902
	Iteration 32Q: 3 clusters Score -5487658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -5487667.000000 Penalty: 5333.899902
	Iteration 33Q: 3 clusters Score -5487667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -5487675.500000 Penalty: 5333.899902
	Iteration 34Q: 3 clusters Score -5487676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5487683.000000 Penalty: 5333.899902
	Iteration 35Q: 3 clusters Score -5487683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -5487682.000000 Penalty: 5333.899902
	Iteration 36Q: 3 clusters Score -5487682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5487680.000000 Penalty: 5333.899902
	Iteration 37Q: 3 clusters Score -5487680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -5487679.000000 Penalty: 5333.899902
	Iteration 38Q: 3 clusters Score -5487679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5487684.500000 Penalty: 5333.899902
	Iteration 39Q: 3 clusters Score -5487684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5487684.500000 Penalty: 5333.899902
	Iteration 40F: 3 clusters Score -5487684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Entering Unmasked Estep 
Score: -2433654.250000 Penalty: 2473.272705
	Iteration 0F: 2 clusters Score -2433654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2418674.500000 Penalty: 4946.545410
	Iteration 0F: 3 clusters Score -2418674 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2423961.250000 Penalty: 4946.545410
	Iteration 1F: 3 clusters Score -2423961 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2424427.750000 Penalty: 4946.545410
	Iteration 2F: 3 clusters Score -2424428 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2424867.500000 Penalty: 4946.545410
	Iteration 3F: 3 clusters Score -2424868 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2425290.750000 Penalty: 4946.545410
	Iteration 4Q: 3 clusters Score -2425291 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2425704.000000 Penalty: 4946.545410
	Iteration 5Q: 3 clusters Score -2425704 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2426107.000000 Penalty: 4946.545410
	Iteration 6Q: 3 clusters Score -2426107 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2426551.000000 Penalty: 4946.545410
	Iteration 7Q: 3 clusters Score -2426551 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2427005.750000 Penalty: 4946.545410
	Iteration 8Q: 3 clusters Score -2427006 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2427505.500000 Penalty: 4946.545410
	Iteration 9Q: 3 clusters Score -2427506 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2428065.000000 Penalty: 4946.545410
	Iteration 10Q: 3 clusters Score -2428065 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2428630.250000 Penalty: 4946.545410
	Iteration 11Q: 3 clusters Score -2428630 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2429076.750000 Penalty: 4946.545410
	Iteration 12Q: 3 clusters Score -2429077 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2429433.750000 Penalty: 4946.545410
	Iteration 13Q: 3 clusters Score -2429434 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2429683.250000 Penalty: 4946.545410
	Iteration 14Q: 3 clusters Score -2429683 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2429941.250000 Penalty: 4946.545410
	Iteration 15Q: 3 clusters Score -2429941 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2430206.500000 Penalty: 4946.545410
	Iteration 16Q: 3 clusters Score -2430206 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2430499.250000 Penalty: 4946.545410
	Iteration 17Q: 3 clusters Score -2430499 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2430771.500000 Penalty: 4946.545410
	Iteration 18Q: 3 clusters Score -2430772 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2430976.250000 Penalty: 4946.545410
	Iteration 19Q: 3 clusters Score -2430976 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2431116.000000 Penalty: 4946.545410
	Iteration 20F: 3 clusters Score -2431116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2431221.000000 Penalty: 4946.545410
	Iteration 21Q: 3 clusters Score -2431221 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2431303.250000 Penalty: 4946.545410
	Iteration 22Q: 3 clusters Score -2431303 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2431350.750000 Penalty: 4946.545410
	Iteration 23Q: 3 clusters Score -2431351 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2431397.500000 Penalty: 4946.545410
	Iteration 24Q: 3 clusters Score -2431398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2431418.000000 Penalty: 4946.545410
	Iteration 25Q: 3 clusters Score -2431418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2431434.750000 Penalty: 4946.545410
	Iteration 26Q: 3 clusters Score -2431435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2431433.750000 Penalty: 4946.545410
	Iteration 27Q: 3 clusters Score -2431434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2431446.750000 Penalty: 4946.545410
	Iteration 28Q: 3 clusters Score -2431447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2431452.500000 Penalty: 4946.545410
	Iteration 29Q: 3 clusters Score -2431452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2431467.750000 Penalty: 4946.545410
	Iteration 30Q: 3 clusters Score -2431468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2431471.000000 Penalty: 4946.545410
	Iteration 31Q: 3 clusters Score -2431471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2431471.000000 Penalty: 4946.545410
	Iteration 32Q: 3 clusters Score -2431471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2431469.500000 Penalty: 4946.545410
	Iteration 33Q: 3 clusters Score -2431470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2431471.250000 Penalty: 4946.545410
	Iteration 34Q: 3 clusters Score -2431471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2431478.250000 Penalty: 4946.545410
	Iteration 35Q: 3 clusters Score -2431478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2431484.500000 Penalty: 4946.545410
	Iteration 36Q: 3 clusters Score -2431484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2431493.000000 Penalty: 4946.545410
	Iteration 37Q: 3 clusters Score -2431493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2431501.750000 Penalty: 4946.545410
	Iteration 38Q: 3 clusters Score -2431502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2431501.500000 Penalty: 4946.545410
	Iteration 39Q: 3 clusters Score -2431502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2431500.000000 Penalty: 4946.545410
	Iteration 40F: 3 clusters Score -2431500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2431500.500000 Penalty: 4946.545410
	Iteration 41Q: 3 clusters Score -2431500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2431504.500000 Penalty: 4946.545410
	Iteration 42Q: 3 clusters Score -2431504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2431512.500000 Penalty: 4946.545410
	Iteration 43Q: 3 clusters Score -2431512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2431514.500000 Penalty: 4946.545410
	Iteration 44Q: 3 clusters Score -2431514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2431512.500000 Penalty: 4946.545410
	Iteration 45Q: 3 clusters Score -2431512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2431510.250000 Penalty: 4946.545410
	Iteration 46Q: 3 clusters Score -2431510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2431509.750000 Penalty: 4946.545410
	Iteration 47Q: 3 clusters Score -2431510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2431508.500000 Penalty: 4946.545410
	Iteration 48Q: 3 clusters Score -2431508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2431508.000000 Penalty: 4946.545410
	Iteration 49Q: 3 clusters Score -2431508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2431513.500000 Penalty: 4946.545410
	Iteration 50Q: 3 clusters Score -2431514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2431510.000000 Penalty: 4946.545410
	Iteration 51Q: 3 clusters Score -2431510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2431511.750000 Penalty: 4946.545410
	Iteration 52Q: 3 clusters Score -2431512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2431508.750000 Penalty: 4946.545410
	Iteration 53Q: 3 clusters Score -2431509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2431505.000000 Penalty: 4946.545410
	Iteration 54Q: 3 clusters Score -2431505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2431507.500000 Penalty: 4946.545410
	Iteration 55Q: 3 clusters Score -2431508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2431505.500000 Penalty: 4946.545410
	Iteration 56Q: 3 clusters Score -2431506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2431506.250000 Penalty: 4946.545410
	Iteration 57Q: 3 clusters Score -2431506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2431508.750000 Penalty: 4946.545410
	Iteration 58Q: 3 clusters Score -2431509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2431508.500000 Penalty: 4946.545410
	Iteration 59Q: 3 clusters Score -2431508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2431508.500000 Penalty: 4946.545410
	Iteration 60F: 3 clusters Score -2431508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (172247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172247 members 
Entering Unmasked Estep 
Score: -20839214.000000 Penalty: 2990.057861
	Iteration 0F: 2 clusters Score -2.083921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86434 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -20731300.000000 Penalty: 5980.115723
	Iteration 0F: 3 clusters Score -2.07313e+07 nChanged 82307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -20778828.000000 Penalty: 5980.115723
	Iteration 1F: 3 clusters Score -2.077883e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -20779976.000000 Penalty: 5980.115723
	Iteration 2Q: 3 clusters Score -2.077998e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -20781534.000000 Penalty: 5980.115723
	Iteration 3Q: 3 clusters Score -2.078153e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -20784040.000000 Penalty: 5980.115723
	Iteration 4Q: 3 clusters Score -2.078404e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -20788824.000000 Penalty: 5980.115723
	Iteration 5F: 3 clusters Score -2.078882e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -20797198.000000 Penalty: 5980.115723
	Iteration 6F: 3 clusters Score -2.07972e+07 nChanged 14757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -20809804.000000 Penalty: 5980.115723
	Iteration 7F: 3 clusters Score -2.08098e+07 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -20822380.000000 Penalty: 5980.115723
	Iteration 8F: 3 clusters Score -2.082238e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161280 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -20830060.000000 Penalty: 5980.115723
	Iteration 9F: 3 clusters Score -2.083006e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -20834024.000000 Penalty: 5980.115723
	Iteration 10Q: 3 clusters Score -2.083402e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169486 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -20835602.000000 Penalty: 5980.115723
	Iteration 11Q: 3 clusters Score -2.08356e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -20836314.000000 Penalty: 5980.115723
	Iteration 12Q: 3 clusters Score -2.083631e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -20836660.000000 Penalty: 5980.115723
	Iteration 13Q: 3 clusters Score -2.083666e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171251 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20836806.000000 Penalty: 5980.115723
	Iteration 14Q: 3 clusters Score -2.083681e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20836882.000000 Penalty: 5980.115723
	Iteration 15Q: 3 clusters Score -2.083688e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20836924.000000 Penalty: 5980.115723
	Iteration 16Q: 3 clusters Score -2.083692e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -20836982.000000 Penalty: 5980.115723
	Iteration 17Q: 3 clusters Score -2.083698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20837012.000000 Penalty: 5980.115723
	Iteration 18Q: 3 clusters Score -2.083701e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171483 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20837034.000000 Penalty: 5980.115723
	Iteration 19Q: 3 clusters Score -2.083703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171502 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20837072.000000 Penalty: 5980.115723
	Iteration 20F: 3 clusters Score -2.083707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20837110.000000 Penalty: 5980.115723
	Iteration 21Q: 3 clusters Score -2.083711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171517 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20837110.000000 Penalty: 5980.115723
	Iteration 22Q: 3 clusters Score -2.083711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171525 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -20837130.000000 Penalty: 5980.115723
	Iteration 23Q: 3 clusters Score -2.083713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171517 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20837156.000000 Penalty: 5980.115723
	Iteration 24Q: 3 clusters Score -2.083716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171524 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -20837152.000000 Penalty: 5980.115723
	Iteration 25Q: 3 clusters Score -2.083715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -20837184.000000 Penalty: 5980.115723
	Iteration 26Q: 3 clusters Score -2.083718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171533 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20837200.000000 Penalty: 5980.115723
	Iteration 27Q: 3 clusters Score -2.08372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20837202.000000 Penalty: 5980.115723
	Iteration 28Q: 3 clusters Score -2.08372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171541 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -20837206.000000 Penalty: 5980.115723
	Iteration 29Q: 3 clusters Score -2.083721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171544 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20837212.000000 Penalty: 5980.115723
	Iteration 30Q: 3 clusters Score -2.083721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20837226.000000 Penalty: 5980.115723
	Iteration 31Q: 3 clusters Score -2.083723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20837226.000000 Penalty: 5980.115723
	Iteration 32Q: 3 clusters Score -2.083723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20837232.000000 Penalty: 5980.115723
	Iteration 33Q: 3 clusters Score -2.083723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20837250.000000 Penalty: 5980.115723
	Iteration 34Q: 3 clusters Score -2.083725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20837250.000000 Penalty: 5980.115723
	Iteration 35Q: 3 clusters Score -2.083725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -20837242.000000 Penalty: 5980.115723
	Iteration 36Q: 3 clusters Score -2.083724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20837246.000000 Penalty: 5980.115723
	Iteration 37Q: 3 clusters Score -2.083725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20837240.000000 Penalty: 5980.115723
	Iteration 38Q: 3 clusters Score -2.083724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20837238.000000 Penalty: 5980.115723
	Iteration 39Q: 3 clusters Score -2.083724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20837244.000000 Penalty: 5980.115723
	Iteration 40F: 3 clusters Score -2.083724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20837232.000000 Penalty: 5980.115723
	Iteration 41Q: 3 clusters Score -2.083723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20837232.000000 Penalty: 5980.115723
	Iteration 42Q: 3 clusters Score -2.083723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -20837228.000000 Penalty: 5980.115723
	Iteration 43Q: 3 clusters Score -2.083723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -20837228.000000 Penalty: 5980.115723
	Iteration 44F: 3 clusters Score -2.083723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Entering Unmasked Estep 
Score: -1838611.500000 Penalty: 2406.546387
	Iteration 0F: 2 clusters Score -1838612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1826888.625000 Penalty: 4813.092773
	Iteration 0F: 3 clusters Score -1826889 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1830673.000000 Penalty: 4813.092773
	Iteration 1F: 3 clusters Score -1830673 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1831191.375000 Penalty: 4813.092773
	Iteration 2F: 3 clusters Score -1831191 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1831651.500000 Penalty: 4813.092773
	Iteration 3F: 3 clusters Score -1831652 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1832188.250000 Penalty: 4813.092773
	Iteration 4F: 3 clusters Score -1832188 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1832840.250000 Penalty: 4813.092773
	Iteration 5F: 3 clusters Score -1832840 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1833700.875000 Penalty: 4813.092773
	Iteration 6F: 3 clusters Score -1833701 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1834642.000000 Penalty: 4813.092773
	Iteration 7F: 3 clusters Score -1834642 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1835453.375000 Penalty: 4813.092773
	Iteration 8F: 3 clusters Score -1835453 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1835951.000000 Penalty: 4813.092773
	Iteration 9Q: 3 clusters Score -1835951 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1836235.500000 Penalty: 4813.092773
	Iteration 10Q: 3 clusters Score -1836236 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1836396.625000 Penalty: 4813.092773
	Iteration 11Q: 3 clusters Score -1836397 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1836488.625000 Penalty: 4813.092773
	Iteration 12Q: 3 clusters Score -1836489 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1836558.375000 Penalty: 4813.092773
	Iteration 13Q: 3 clusters Score -1836558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1836601.125000 Penalty: 4813.092773
	Iteration 14Q: 3 clusters Score -1836601 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1836633.125000 Penalty: 4813.092773
	Iteration 15Q: 3 clusters Score -1836633 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1836658.500000 Penalty: 4813.092773
	Iteration 16Q: 3 clusters Score -1836658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1836690.250000 Penalty: 4813.092773
	Iteration 17Q: 3 clusters Score -1836690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1836735.250000 Penalty: 4813.092773
	Iteration 18Q: 3 clusters Score -1836735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1836768.750000 Penalty: 4813.092773
	Iteration 19Q: 3 clusters Score -1836769 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1836794.500000 Penalty: 4813.092773
	Iteration 20F: 3 clusters Score -1836794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1836828.500000 Penalty: 4813.092773
	Iteration 21Q: 3 clusters Score -1836828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1836870.000000 Penalty: 4813.092773
	Iteration 22Q: 3 clusters Score -1836870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1836928.875000 Penalty: 4813.092773
	Iteration 23Q: 3 clusters Score -1836929 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1836981.875000 Penalty: 4813.092773
	Iteration 24Q: 3 clusters Score -1836982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1837056.375000 Penalty: 4813.092773
	Iteration 25Q: 3 clusters Score -1837056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1837151.000000 Penalty: 4813.092773
	Iteration 26Q: 3 clusters Score -1837151 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1837230.875000 Penalty: 4813.092773
	Iteration 27Q: 3 clusters Score -1837231 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1837274.125000 Penalty: 4813.092773
	Iteration 28Q: 3 clusters Score -1837274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1837300.375000 Penalty: 4813.092773
	Iteration 29Q: 3 clusters Score -1837300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1837320.125000 Penalty: 4813.092773
	Iteration 30Q: 3 clusters Score -1837320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1837323.125000 Penalty: 4813.092773
	Iteration 31Q: 3 clusters Score -1837323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1837336.250000 Penalty: 4813.092773
	Iteration 32Q: 3 clusters Score -1837336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1837340.750000 Penalty: 4813.092773
	Iteration 33Q: 3 clusters Score -1837341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1837342.000000 Penalty: 4813.092773
	Iteration 34Q: 3 clusters Score -1837342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1837343.625000 Penalty: 4813.092773
	Iteration 35Q: 3 clusters Score -1837344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1837343.750000 Penalty: 4813.092773
	Iteration 36Q: 3 clusters Score -1837344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1837343.500000 Penalty: 4813.092773
	Iteration 37Q: 3 clusters Score -1837344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1837348.125000 Penalty: 4813.092773
	Iteration 38Q: 3 clusters Score -1837348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1837349.875000 Penalty: 4813.092773
	Iteration 39Q: 3 clusters Score -1837350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1837349.750000 Penalty: 4813.092773
	Iteration 40F: 3 clusters Score -1837350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1837350.125000 Penalty: 4813.092773
	Iteration 41Q: 3 clusters Score -1837350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1837352.625000 Penalty: 4813.092773
	Iteration 42Q: 3 clusters Score -1837353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1837355.875000 Penalty: 4813.092773
	Iteration 43Q: 3 clusters Score -1837356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1837355.250000 Penalty: 4813.092773
	Iteration 44Q: 3 clusters Score -1837355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1837355.125000 Penalty: 4813.092773
	Iteration 45Q: 3 clusters Score -1837355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1837352.375000 Penalty: 4813.092773
	Iteration 46Q: 3 clusters Score -1837352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1837358.375000 Penalty: 4813.092773
	Iteration 47Q: 3 clusters Score -1837358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1837364.000000 Penalty: 4813.092773
	Iteration 48Q: 3 clusters Score -1837364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1837362.875000 Penalty: 4813.092773
	Iteration 49Q: 3 clusters Score -1837363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1837363.750000 Penalty: 4813.092773
	Iteration 50Q: 3 clusters Score -1837364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1837363.750000 Penalty: 4813.092773
	Iteration 51F: 3 clusters Score -1837364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25594.064453 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25594.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24374.669922 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24374.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24494.066406 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24494.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24546.351562 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24546.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24604.312500 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24604.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24607.556641 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24607.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24607.556641 Penalty: 2732.656738
	Iteration 5F: 3 clusters Score -24607.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -117728.898438 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -117728.9 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 550 members 
Entering Unmasked Estep 
Score: -115748.757812 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -115748.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116110.765625 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -116110.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116242.257812 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -116242.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116319.359375 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -116319.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116383.796875 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -116383.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116446.078125 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -116446.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116485.562500 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -116485.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116528.109375 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -116528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116553.523438 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -116553.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116581.515625 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -116581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116606.554688 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -116606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116616.945312 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -116616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116635.484375 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -116635.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116652.570312 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -116652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116666.750000 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -116666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116683.609375 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -116683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116702.570312 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -116702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116735.343750 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -116735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116749.101562 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -116749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116759.195312 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -116759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116771.843750 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -116771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116780.984375 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -116781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116794.609375 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -116794.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116815.390625 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -116815.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116843.992188 Penalty: 3461.194092
	Iteration 24Q: 3 clusters Score -116844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116860.421875 Penalty: 3461.194092
	Iteration 25Q: 3 clusters Score -116860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116871.609375 Penalty: 3461.194092
	Iteration 26Q: 3 clusters Score -116871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116878.507812 Penalty: 3461.194092
	Iteration 27Q: 3 clusters Score -116878.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116891.265625 Penalty: 3461.194092
	Iteration 28Q: 3 clusters Score -116891.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116903.156250 Penalty: 3461.194092
	Iteration 29Q: 3 clusters Score -116903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116909.867188 Penalty: 3461.194092
	Iteration 30Q: 3 clusters Score -116909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116916.921875 Penalty: 3461.194092
	Iteration 31Q: 3 clusters Score -116916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116926.898438 Penalty: 3461.194092
	Iteration 32Q: 3 clusters Score -116926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116941.617188 Penalty: 3461.194092
	Iteration 33Q: 3 clusters Score -116941.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116956.718750 Penalty: 3461.194092
	Iteration 34Q: 3 clusters Score -116956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116970.914062 Penalty: 3461.194092
	Iteration 35Q: 3 clusters Score -116970.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116992.546875 Penalty: 3461.194092
	Iteration 36Q: 3 clusters Score -116992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117005.742188 Penalty: 3461.194092
	Iteration 37Q: 3 clusters Score -117005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117027.070312 Penalty: 3461.194092
	Iteration 38Q: 3 clusters Score -117027.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -117053.898438 Penalty: 3461.194092
	Iteration 39Q: 3 clusters Score -117053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -117072.960938 Penalty: 3461.194092
	Iteration 40F: 3 clusters Score -117073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -117089.070312 Penalty: 3461.194092
	Iteration 41Q: 3 clusters Score -117089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -117129.937500 Penalty: 3461.194092
	Iteration 42Q: 3 clusters Score -117129.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -117200.312500 Penalty: 3461.194092
	Iteration 43Q: 3 clusters Score -117200.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117295.156250 Penalty: 3461.194092
	Iteration 44Q: 3 clusters Score -117295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -117353.820312 Penalty: 3461.194092
	Iteration 45Q: 3 clusters Score -117353.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -117410.640625 Penalty: 3461.194092
	Iteration 46Q: 3 clusters Score -117410.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -117447.179688 Penalty: 3461.194092
	Iteration 47Q: 3 clusters Score -117447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117467.882812 Penalty: 3461.194092
	Iteration 48Q: 3 clusters Score -117467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117497.421875 Penalty: 3461.194092
	Iteration 49Q: 3 clusters Score -117497.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117562.585938 Penalty: 3461.194092
	Iteration 50Q: 3 clusters Score -117562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117643.679688 Penalty: 3461.194092
	Iteration 51Q: 3 clusters Score -117643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117645.648438 Penalty: 3461.194092
	Iteration 52Q: 3 clusters Score -117645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117646.960938 Penalty: 3461.194092
	Iteration 53Q: 3 clusters Score -117647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117646.960938 Penalty: 3461.194092
	Iteration 54F: 3 clusters Score -117647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (82294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Entering Unmasked Estep 
Score: -9753181.000000 Penalty: 2806.877197
	Iteration 0F: 2 clusters Score -9753181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -9698155.000000 Penalty: 5613.754395
	Iteration 0F: 3 clusters Score -9698155 nChanged 38714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9720254.000000 Penalty: 5613.754395
	Iteration 1F: 3 clusters Score -9720254 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -9721093.000000 Penalty: 5613.754395
	Iteration 2Q: 3 clusters Score -9721093 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -9722032.000000 Penalty: 5613.754395
	Iteration 3Q: 3 clusters Score -9722032 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -9723042.000000 Penalty: 5613.754395
	Iteration 4Q: 3 clusters Score -9723042 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -9724362.000000 Penalty: 5613.754395
	Iteration 5Q: 3 clusters Score -9724362 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9726090.000000 Penalty: 5613.754395
	Iteration 6Q: 3 clusters Score -9726090 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -9728700.000000 Penalty: 5613.754395
	Iteration 7F: 3 clusters Score -9728700 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -9732184.000000 Penalty: 5613.754395
	Iteration 8F: 3 clusters Score -9732184 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -9736885.000000 Penalty: 5613.754395
	Iteration 9F: 3 clusters Score -9736885 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -9741997.000000 Penalty: 5613.754395
	Iteration 10F: 3 clusters Score -9741997 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -9746055.000000 Penalty: 5613.754395
	Iteration 11F: 3 clusters Score -9746055 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -9748516.000000 Penalty: 5613.754395
	Iteration 12Q: 3 clusters Score -9748516 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -9749803.000000 Penalty: 5613.754395
	Iteration 13Q: 3 clusters Score -9749803 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -9750331.000000 Penalty: 5613.754395
	Iteration 14Q: 3 clusters Score -9750331 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -9750556.000000 Penalty: 5613.754395
	Iteration 15Q: 3 clusters Score -9750556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -9750686.000000 Penalty: 5613.754395
	Iteration 16Q: 3 clusters Score -9750686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -9750749.000000 Penalty: 5613.754395
	Iteration 17Q: 3 clusters Score -9750749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -9750798.000000 Penalty: 5613.754395
	Iteration 18Q: 3 clusters Score -9750798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -9750830.000000 Penalty: 5613.754395
	Iteration 19Q: 3 clusters Score -9750830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -9750852.000000 Penalty: 5613.754395
	Iteration 20F: 3 clusters Score -9750852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -9750889.000000 Penalty: 5613.754395
	Iteration 21Q: 3 clusters Score -9750889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -9750901.000000 Penalty: 5613.754395
	Iteration 22Q: 3 clusters Score -9750901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -9750907.000000 Penalty: 5613.754395
	Iteration 23Q: 3 clusters Score -9750907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -9750903.000000 Penalty: 5613.754395
	Iteration 24Q: 3 clusters Score -9750903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -9750909.000000 Penalty: 5613.754395
	Iteration 25Q: 3 clusters Score -9750909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -9750910.000000 Penalty: 5613.754395
	Iteration 26Q: 3 clusters Score -9750910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -9750913.000000 Penalty: 5613.754395
	Iteration 27Q: 3 clusters Score -9750913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -9750922.000000 Penalty: 5613.754395
	Iteration 28Q: 3 clusters Score -9750922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -9750926.000000 Penalty: 5613.754395
	Iteration 29Q: 3 clusters Score -9750926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -9750919.000000 Penalty: 5613.754395
	Iteration 30Q: 3 clusters Score -9750919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -9750919.000000 Penalty: 5613.754395
	Iteration 31F: 3 clusters Score -9750919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Entering Unmasked Estep 
Score: -3354411.000000 Penalty: 2550.248047
	Iteration 0F: 2 clusters Score -3354411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3334447.250000 Penalty: 5100.496094
	Iteration 0F: 3 clusters Score -3334447 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3341336.750000 Penalty: 5100.496094
	Iteration 1F: 3 clusters Score -3341337 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3341894.000000 Penalty: 5100.496094
	Iteration 2Q: 3 clusters Score -3341894 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3342652.500000 Penalty: 5100.496094
	Iteration 3F: 3 clusters Score -3342652 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3343722.750000 Penalty: 5100.496094
	Iteration 4F: 3 clusters Score -3343723 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3345174.000000 Penalty: 5100.496094
	Iteration 5F: 3 clusters Score -3345174 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3346783.250000 Penalty: 5100.496094
	Iteration 6F: 3 clusters Score -3346783 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3348155.000000 Penalty: 5100.496094
	Iteration 7F: 3 clusters Score -3348155 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3349170.250000 Penalty: 5100.496094
	Iteration 8F: 3 clusters Score -3349170 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3349905.250000 Penalty: 5100.496094
	Iteration 9Q: 3 clusters Score -3349905 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3350537.750000 Penalty: 5100.496094
	Iteration 10Q: 3 clusters Score -3350538 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3351251.750000 Penalty: 5100.496094
	Iteration 11Q: 3 clusters Score -3351252 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3351913.500000 Penalty: 5100.496094
	Iteration 12Q: 3 clusters Score -3351914 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3352210.500000 Penalty: 5100.496094
	Iteration 13Q: 3 clusters Score -3352210 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3352365.000000 Penalty: 5100.496094
	Iteration 14Q: 3 clusters Score -3352365 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3352437.000000 Penalty: 5100.496094
	Iteration 15Q: 3 clusters Score -3352437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3352492.250000 Penalty: 5100.496094
	Iteration 16Q: 3 clusters Score -3352492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3352539.000000 Penalty: 5100.496094
	Iteration 17Q: 3 clusters Score -3352539 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3352576.750000 Penalty: 5100.496094
	Iteration 18Q: 3 clusters Score -3352577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3352596.250000 Penalty: 5100.496094
	Iteration 19Q: 3 clusters Score -3352596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3352631.750000 Penalty: 5100.496094
	Iteration 20F: 3 clusters Score -3352632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3352649.250000 Penalty: 5100.496094
	Iteration 21Q: 3 clusters Score -3352649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3352678.750000 Penalty: 5100.496094
	Iteration 22Q: 3 clusters Score -3352679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3352695.000000 Penalty: 5100.496094
	Iteration 23Q: 3 clusters Score -3352695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3352713.000000 Penalty: 5100.496094
	Iteration 24Q: 3 clusters Score -3352713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3352722.250000 Penalty: 5100.496094
	Iteration 25Q: 3 clusters Score -3352722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3352727.000000 Penalty: 5100.496094
	Iteration 26Q: 3 clusters Score -3352727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3352746.500000 Penalty: 5100.496094
	Iteration 27Q: 3 clusters Score -3352746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3352757.750000 Penalty: 5100.496094
	Iteration 28Q: 3 clusters Score -3352758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3352768.000000 Penalty: 5100.496094
	Iteration 29Q: 3 clusters Score -3352768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3352774.750000 Penalty: 5100.496094
	Iteration 30Q: 3 clusters Score -3352775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3352775.000000 Penalty: 5100.496094
	Iteration 31Q: 3 clusters Score -3352775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3352780.250000 Penalty: 5100.496094
	Iteration 32Q: 3 clusters Score -3352780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3352783.750000 Penalty: 5100.496094
	Iteration 33Q: 3 clusters Score -3352784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3352796.250000 Penalty: 5100.496094
	Iteration 34Q: 3 clusters Score -3352796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3352796.750000 Penalty: 5100.496094
	Iteration 35Q: 3 clusters Score -3352797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3352799.250000 Penalty: 5100.496094
	Iteration 36Q: 3 clusters Score -3352799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3352798.000000 Penalty: 5100.496094
	Iteration 37Q: 3 clusters Score -3352798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3352802.250000 Penalty: 5100.496094
	Iteration 38Q: 3 clusters Score -3352802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3352807.000000 Penalty: 5100.496094
	Iteration 39Q: 3 clusters Score -3352807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3352799.000000 Penalty: 5100.496094
	Iteration 40F: 3 clusters Score -3352799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3352803.750000 Penalty: 5100.496094
	Iteration 41Q: 3 clusters Score -3352804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3352808.250000 Penalty: 5100.496094
	Iteration 42Q: 3 clusters Score -3352808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3352804.250000 Penalty: 5100.496094
	Iteration 43Q: 3 clusters Score -3352804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3352804.750000 Penalty: 5100.496094
	Iteration 44Q: 3 clusters Score -3352805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3352805.000000 Penalty: 5100.496094
	Iteration 45Q: 3 clusters Score -3352805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3352809.250000 Penalty: 5100.496094
	Iteration 46Q: 3 clusters Score -3352809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3352809.500000 Penalty: 5100.496094
	Iteration 47Q: 3 clusters Score -3352810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3352808.250000 Penalty: 5100.496094
	Iteration 48Q: 3 clusters Score -3352808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3352810.250000 Penalty: 5100.496094
	Iteration 49Q: 3 clusters Score -3352810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3352811.500000 Penalty: 5100.496094
	Iteration 50Q: 3 clusters Score -3352812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3352811.500000 Penalty: 5100.496094
	Iteration 51F: 3 clusters Score -3352812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Entering Unmasked Estep 
Score: -1500386.625000 Penalty: 2341.460449
	Iteration 0F: 2 clusters Score -1500387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1491135.000000 Penalty: 4682.920898
	Iteration 0F: 3 clusters Score -1491135 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1493936.000000 Penalty: 4682.920898
	Iteration 1F: 3 clusters Score -1493936 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1494242.125000 Penalty: 4682.920898
	Iteration 2F: 3 clusters Score -1494242 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1494519.000000 Penalty: 4682.920898
	Iteration 3Q: 3 clusters Score -1494519 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1494764.125000 Penalty: 4682.920898
	Iteration 4Q: 3 clusters Score -1494764 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1495018.625000 Penalty: 4682.920898
	Iteration 5Q: 3 clusters Score -1495019 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1495306.625000 Penalty: 4682.920898
	Iteration 6Q: 3 clusters Score -1495307 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1495587.000000 Penalty: 4682.920898
	Iteration 7Q: 3 clusters Score -1495587 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1495875.625000 Penalty: 4682.920898
	Iteration 8Q: 3 clusters Score -1495876 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1496217.375000 Penalty: 4682.920898
	Iteration 9Q: 3 clusters Score -1496217 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1496595.875000 Penalty: 4682.920898
	Iteration 10Q: 3 clusters Score -1496596 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1496966.375000 Penalty: 4682.920898
	Iteration 11Q: 3 clusters Score -1496966 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1497327.875000 Penalty: 4682.920898
	Iteration 12Q: 3 clusters Score -1497328 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1497641.250000 Penalty: 4682.920898
	Iteration 13Q: 3 clusters Score -1497641 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1497870.500000 Penalty: 4682.920898
	Iteration 14Q: 3 clusters Score -1497870 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1498060.750000 Penalty: 4682.920898
	Iteration 15Q: 3 clusters Score -1498061 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1498200.000000 Penalty: 4682.920898
	Iteration 16Q: 3 clusters Score -1498200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1498289.000000 Penalty: 4682.920898
	Iteration 17Q: 3 clusters Score -1498289 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1498335.250000 Penalty: 4682.920898
	Iteration 18Q: 3 clusters Score -1498335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1498369.500000 Penalty: 4682.920898
	Iteration 19Q: 3 clusters Score -1498370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1498390.125000 Penalty: 4682.920898
	Iteration 20F: 3 clusters Score -1498390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1498397.125000 Penalty: 4682.920898
	Iteration 21Q: 3 clusters Score -1498397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1498407.125000 Penalty: 4682.920898
	Iteration 22Q: 3 clusters Score -1498407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1498414.500000 Penalty: 4682.920898
	Iteration 23Q: 3 clusters Score -1498414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1498424.000000 Penalty: 4682.920898
	Iteration 24Q: 3 clusters Score -1498424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1498438.750000 Penalty: 4682.920898
	Iteration 25Q: 3 clusters Score -1498439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1498443.375000 Penalty: 4682.920898
	Iteration 26Q: 3 clusters Score -1498443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1498449.500000 Penalty: 4682.920898
	Iteration 27Q: 3 clusters Score -1498450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1498454.500000 Penalty: 4682.920898
	Iteration 28Q: 3 clusters Score -1498454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1498465.375000 Penalty: 4682.920898
	Iteration 29Q: 3 clusters Score -1498465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1498467.000000 Penalty: 4682.920898
	Iteration 30Q: 3 clusters Score -1498467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1498471.125000 Penalty: 4682.920898
	Iteration 31Q: 3 clusters Score -1498471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1498472.750000 Penalty: 4682.920898
	Iteration 32Q: 3 clusters Score -1498473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1498473.125000 Penalty: 4682.920898
	Iteration 33Q: 3 clusters Score -1498473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1498473.125000 Penalty: 4682.920898
	Iteration 34F: 3 clusters Score -1498473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Entering Unmasked Estep 
Score: -656878.312500 Penalty: 2161.822754
	Iteration 0F: 2 clusters Score -656878.3 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 3109 members 
Entering Unmasked Estep 
Score: -651734.000000 Penalty: 4323.645508
	Iteration 0F: 3 clusters Score -651734 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -653152.250000 Penalty: 4323.645508
	Iteration 1F: 3 clusters Score -653152.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -653450.812500 Penalty: 4323.645508
	Iteration 2F: 3 clusters Score -653450.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -653637.937500 Penalty: 4323.645508
	Iteration 3F: 3 clusters Score -653637.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -653776.937500 Penalty: 4323.645508
	Iteration 4Q: 3 clusters Score -653776.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -653888.250000 Penalty: 4323.645508
	Iteration 5Q: 3 clusters Score -653888.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -653980.187500 Penalty: 4323.645508
	Iteration 6Q: 3 clusters Score -653980.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -654061.062500 Penalty: 4323.645508
	Iteration 7Q: 3 clusters Score -654061.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -654129.187500 Penalty: 4323.645508
	Iteration 8Q: 3 clusters Score -654129.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -654189.687500 Penalty: 4323.645508
	Iteration 9Q: 3 clusters Score -654189.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -654244.875000 Penalty: 4323.645508
	Iteration 10Q: 3 clusters Score -654244.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -654299.312500 Penalty: 4323.645508
	Iteration 11Q: 3 clusters Score -654299.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -654356.312500 Penalty: 4323.645508
	Iteration 12Q: 3 clusters Score -654356.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -654425.250000 Penalty: 4323.645508
	Iteration 13Q: 3 clusters Score -654425.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -654514.125000 Penalty: 4323.645508
	Iteration 14Q: 3 clusters Score -654514.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -654634.687500 Penalty: 4323.645508
	Iteration 15Q: 3 clusters Score -654634.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -654766.062500 Penalty: 4323.645508
	Iteration 16Q: 3 clusters Score -654766.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -654893.500000 Penalty: 4323.645508
	Iteration 17Q: 3 clusters Score -654893.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -655029.125000 Penalty: 4323.645508
	Iteration 18Q: 3 clusters Score -655029.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -655156.875000 Penalty: 4323.645508
	Iteration 19Q: 3 clusters Score -655156.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -655290.000000 Penalty: 4323.645508
	Iteration 20F: 3 clusters Score -655290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -655381.562500 Penalty: 4323.645508
	Iteration 21Q: 3 clusters Score -655381.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -655446.500000 Penalty: 4323.645508
	Iteration 22Q: 3 clusters Score -655446.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -655498.937500 Penalty: 4323.645508
	Iteration 23Q: 3 clusters Score -655498.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -655523.687500 Penalty: 4323.645508
	Iteration 24Q: 3 clusters Score -655523.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -655541.500000 Penalty: 4323.645508
	Iteration 25Q: 3 clusters Score -655541.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -655550.937500 Penalty: 4323.645508
	Iteration 26Q: 3 clusters Score -655550.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -655564.875000 Penalty: 4323.645508
	Iteration 27Q: 3 clusters Score -655564.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -655573.750000 Penalty: 4323.645508
	Iteration 28Q: 3 clusters Score -655573.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -655579.562500 Penalty: 4323.645508
	Iteration 29Q: 3 clusters Score -655579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -655580.937500 Penalty: 4323.645508
	Iteration 30Q: 3 clusters Score -655580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -655585.000000 Penalty: 4323.645508
	Iteration 31Q: 3 clusters Score -655585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -655585.687500 Penalty: 4323.645508
	Iteration 32Q: 3 clusters Score -655585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -655584.812500 Penalty: 4323.645508
	Iteration 33Q: 3 clusters Score -655584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -655588.125000 Penalty: 4323.645508
	Iteration 34Q: 3 clusters Score -655588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -655588.812500 Penalty: 4323.645508
	Iteration 35Q: 3 clusters Score -655588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -655591.125000 Penalty: 4323.645508
	Iteration 36Q: 3 clusters Score -655591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -655592.500000 Penalty: 4323.645508
	Iteration 37Q: 3 clusters Score -655592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -655592.687500 Penalty: 4323.645508
	Iteration 38Q: 3 clusters Score -655592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -655596.125000 Penalty: 4323.645508
	Iteration 39Q: 3 clusters Score -655596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -655597.125000 Penalty: 4323.645508
	Iteration 40F: 3 clusters Score -655597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -655599.125000 Penalty: 4323.645508
	Iteration 41Q: 3 clusters Score -655599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -655600.937500 Penalty: 4323.645508
	Iteration 42Q: 3 clusters Score -655600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -655601.500000 Penalty: 4323.645508
	Iteration 43Q: 3 clusters Score -655601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -655602.437500 Penalty: 4323.645508
	Iteration 44Q: 3 clusters Score -655602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -655603.250000 Penalty: 4323.645508
	Iteration 45Q: 3 clusters Score -655603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -655603.937500 Penalty: 4323.645508
	Iteration 46Q: 3 clusters Score -655603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -655603.937500 Penalty: 4323.645508
	Iteration 47F: 3 clusters Score -655603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Entering Unmasked Estep 
Score: -1124730.000000 Penalty: 2293.413574
	Iteration 0F: 2 clusters Score -1124730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1116821.875000 Penalty: 4586.827148
	Iteration 0F: 3 clusters Score -1116822 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1119298.500000 Penalty: 4586.827148
	Iteration 1F: 3 clusters Score -1119298 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1119755.750000 Penalty: 4586.827148
	Iteration 2F: 3 clusters Score -1119756 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1120159.375000 Penalty: 4586.827148
	Iteration 3F: 3 clusters Score -1120159 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1120549.750000 Penalty: 4586.827148
	Iteration 4F: 3 clusters Score -1120550 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1120898.000000 Penalty: 4586.827148
	Iteration 5Q: 3 clusters Score -1120898 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1121179.625000 Penalty: 4586.827148
	Iteration 6Q: 3 clusters Score -1121180 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1121437.750000 Penalty: 4586.827148
	Iteration 7Q: 3 clusters Score -1121438 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1121696.125000 Penalty: 4586.827148
	Iteration 8Q: 3 clusters Score -1121696 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1121899.500000 Penalty: 4586.827148
	Iteration 9Q: 3 clusters Score -1121900 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1122066.625000 Penalty: 4586.827148
	Iteration 10Q: 3 clusters Score -1122067 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1122232.875000 Penalty: 4586.827148
	Iteration 11Q: 3 clusters Score -1122233 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1122356.625000 Penalty: 4586.827148
	Iteration 12Q: 3 clusters Score -1122357 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1122490.375000 Penalty: 4586.827148
	Iteration 13Q: 3 clusters Score -1122490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1122605.375000 Penalty: 4586.827148
	Iteration 14Q: 3 clusters Score -1122605 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1122688.250000 Penalty: 4586.827148
	Iteration 15Q: 3 clusters Score -1122688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1122753.625000 Penalty: 4586.827148
	Iteration 16Q: 3 clusters Score -1122754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1122804.375000 Penalty: 4586.827148
	Iteration 17Q: 3 clusters Score -1122804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1122847.625000 Penalty: 4586.827148
	Iteration 18Q: 3 clusters Score -1122848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1122886.125000 Penalty: 4586.827148
	Iteration 19Q: 3 clusters Score -1122886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1122913.375000 Penalty: 4586.827148
	Iteration 20F: 3 clusters Score -1122913 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1122944.375000 Penalty: 4586.827148
	Iteration 21Q: 3 clusters Score -1122944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1122968.625000 Penalty: 4586.827148
	Iteration 22Q: 3 clusters Score -1122969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1122989.375000 Penalty: 4586.827148
	Iteration 23Q: 3 clusters Score -1122989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1123001.625000 Penalty: 4586.827148
	Iteration 24Q: 3 clusters Score -1123002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1123019.875000 Penalty: 4586.827148
	Iteration 25Q: 3 clusters Score -1123020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1123043.625000 Penalty: 4586.827148
	Iteration 26Q: 3 clusters Score -1123044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1123065.000000 Penalty: 4586.827148
	Iteration 27Q: 3 clusters Score -1123065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1123085.375000 Penalty: 4586.827148
	Iteration 28Q: 3 clusters Score -1123085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1123101.500000 Penalty: 4586.827148
	Iteration 29Q: 3 clusters Score -1123102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1123114.000000 Penalty: 4586.827148
	Iteration 30Q: 3 clusters Score -1123114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1123131.250000 Penalty: 4586.827148
	Iteration 31Q: 3 clusters Score -1123131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1123152.625000 Penalty: 4586.827148
	Iteration 32Q: 3 clusters Score -1123153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1123166.500000 Penalty: 4586.827148
	Iteration 33Q: 3 clusters Score -1123166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1123178.875000 Penalty: 4586.827148
	Iteration 34Q: 3 clusters Score -1123179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1123196.125000 Penalty: 4586.827148
	Iteration 35Q: 3 clusters Score -1123196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1123214.375000 Penalty: 4586.827148
	Iteration 36Q: 3 clusters Score -1123214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1123232.875000 Penalty: 4586.827148
	Iteration 37Q: 3 clusters Score -1123233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1123248.875000 Penalty: 4586.827148
	Iteration 38Q: 3 clusters Score -1123249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1123266.000000 Penalty: 4586.827148
	Iteration 39Q: 3 clusters Score -1123266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1123274.750000 Penalty: 4586.827148
	Iteration 40F: 3 clusters Score -1123275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1123291.500000 Penalty: 4586.827148
	Iteration 41Q: 3 clusters Score -1123292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1123303.375000 Penalty: 4586.827148
	Iteration 42Q: 3 clusters Score -1123303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1123316.875000 Penalty: 4586.827148
	Iteration 43Q: 3 clusters Score -1123317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1123339.875000 Penalty: 4586.827148
	Iteration 44Q: 3 clusters Score -1123340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1123363.875000 Penalty: 4586.827148
	Iteration 45Q: 3 clusters Score -1123364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1123379.375000 Penalty: 4586.827148
	Iteration 46Q: 3 clusters Score -1123379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1123391.625000 Penalty: 4586.827148
	Iteration 47Q: 3 clusters Score -1123392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1123408.250000 Penalty: 4586.827148
	Iteration 48Q: 3 clusters Score -1123408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1123417.625000 Penalty: 4586.827148
	Iteration 49Q: 3 clusters Score -1123418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1123427.750000 Penalty: 4586.827148
	Iteration 50Q: 3 clusters Score -1123428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1123439.750000 Penalty: 4586.827148
	Iteration 51Q: 3 clusters Score -1123440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1123447.500000 Penalty: 4586.827148
	Iteration 52Q: 3 clusters Score -1123448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1123459.500000 Penalty: 4586.827148
	Iteration 53Q: 3 clusters Score -1123460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1123470.125000 Penalty: 4586.827148
	Iteration 54Q: 3 clusters Score -1123470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1123479.500000 Penalty: 4586.827148
	Iteration 55Q: 3 clusters Score -1123480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1123493.500000 Penalty: 4586.827148
	Iteration 56Q: 3 clusters Score -1123494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1123507.500000 Penalty: 4586.827148
	Iteration 57Q: 3 clusters Score -1123508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1123519.750000 Penalty: 4586.827148
	Iteration 58Q: 3 clusters Score -1123520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1123521.875000 Penalty: 4586.827148
	Iteration 59Q: 3 clusters Score -1123522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1123529.875000 Penalty: 4586.827148
	Iteration 60F: 3 clusters Score -1123530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1123534.125000 Penalty: 4586.827148
	Iteration 61Q: 3 clusters Score -1123534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1123533.750000 Penalty: 4586.827148
	Iteration 62Q: 3 clusters Score -1123534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1123535.000000 Penalty: 4586.827148
	Iteration 63Q: 3 clusters Score -1123535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1123537.125000 Penalty: 4586.827148
	Iteration 64Q: 3 clusters Score -1123537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1123541.500000 Penalty: 4586.827148
	Iteration 65Q: 3 clusters Score -1123542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1123549.375000 Penalty: 4586.827148
	Iteration 66Q: 3 clusters Score -1123549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1123552.500000 Penalty: 4586.827148
	Iteration 67Q: 3 clusters Score -1123552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1123553.875000 Penalty: 4586.827148
	Iteration 68Q: 3 clusters Score -1123554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1123559.000000 Penalty: 4586.827148
	Iteration 69Q: 3 clusters Score -1123559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1123563.625000 Penalty: 4586.827148
	Iteration 70Q: 3 clusters Score -1123564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1123567.500000 Penalty: 4586.827148
	Iteration 71Q: 3 clusters Score -1123568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1123568.875000 Penalty: 4586.827148
	Iteration 72Q: 3 clusters Score -1123569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1123571.625000 Penalty: 4586.827148
	Iteration 73Q: 3 clusters Score -1123572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1123571.375000 Penalty: 4586.827148
	Iteration 74Q: 3 clusters Score -1123571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1123572.125000 Penalty: 4586.827148
	Iteration 75Q: 3 clusters Score -1123572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1123572.875000 Penalty: 4586.827148
	Iteration 76Q: 3 clusters Score -1123573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1123578.500000 Penalty: 4586.827148
	Iteration 77Q: 3 clusters Score -1123578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1123579.375000 Penalty: 4586.827148
	Iteration 78Q: 3 clusters Score -1123579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1123581.125000 Penalty: 4586.827148
	Iteration 79Q: 3 clusters Score -1123581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1123586.375000 Penalty: 4586.827148
	Iteration 80F: 3 clusters Score -1123586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1123586.375000 Penalty: 4586.827148
	Iteration 81Q: 3 clusters Score -1123586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1123585.625000 Penalty: 4586.827148
	Iteration 82Q: 3 clusters Score -1123586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1123592.000000 Penalty: 4586.827148
	Iteration 83Q: 3 clusters Score -1123592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1123596.875000 Penalty: 4586.827148
	Iteration 84Q: 3 clusters Score -1123597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1123598.250000 Penalty: 4586.827148
	Iteration 85Q: 3 clusters Score -1123598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1123601.875000 Penalty: 4586.827148
	Iteration 86Q: 3 clusters Score -1123602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1123601.375000 Penalty: 4586.827148
	Iteration 87Q: 3 clusters Score -1123601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1123603.500000 Penalty: 4586.827148
	Iteration 88Q: 3 clusters Score -1123604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1123602.500000 Penalty: 4586.827148
	Iteration 89Q: 3 clusters Score -1123602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1123602.500000 Penalty: 4586.827148
	Iteration 90F: 3 clusters Score -1123602 nChanged 0
--- Evaluating fit on full set of 5355296 points ---
Entering Unmasked Estep 
Score: -638851776.000000 Penalty: 126799.593750
22->34 Clusters: Score -638851776.000000, best is -638937920.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1785098 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 81387 members 
Mstep: Class 3 contains 80760 members 
Mstep: Class 4 contains 81225 members 
Mstep: Class 5 contains 80582 members 
Mstep: Class 6 contains 81205 members 
Mstep: Class 7 contains 81502 members 
Mstep: Class 8 contains 81356 members 
Mstep: Class 9 contains 81126 members 
Mstep: Class 10 contains 81209 members 
Mstep: Class 11 contains 81267 members 
Mstep: Class 12 contains 80504 members 
Mstep: Class 13 contains 81241 members 
Mstep: Class 14 contains 81020 members 
Mstep: Class 15 contains 81225 members 
Mstep: Class 16 contains 81608 members 
Mstep: Class 17 contains 80642 members 
Mstep: Class 18 contains 81048 members 
Mstep: Class 19 contains 81692 members 
Mstep: Class 20 contains 80842 members 
Mstep: Class 21 contains 81358 members 
Mstep: Class 22 contains 80972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 556.907166 but Gain 3569.953125
Score: -196768064.000000 Penalty: 74969.078125
Iteration 0F: 22 clusters Score -1.967681e+08 nChanged 1698098
Entering Unmasked Mstep 
Mstep: Class 0 contains 2619 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 153718 members 
Mstep: Class 3 contains 217549 members 
Mstep: Class 4 contains 38848 members 
Mstep: Class 5 contains 115056 members 
Mstep: Class 6 contains 254240 members 
Mstep: Class 7 contains 31575 members 
Mstep: Class 8 contains 81101 members 
Mstep: Class 9 contains 28780 members 
Mstep: Class 10 contains 23291 members 
Mstep: Class 11 contains 90761 members 
Mstep: Class 12 contains 130410 members 
Mstep: Class 13 contains 55801 members 
Mstep: Class 14 contains 29891 members 
Mstep: Class 15 contains 32444 members 
Mstep: Class 16 contains 66511 members 
Mstep: Class 17 contains 127875 members 
Mstep: Class 18 contains 106932 members 
Mstep: Class 19 contains 86232 members 
Mstep: Class 20 contains 34615 members 
Mstep: Class 21 contains 25169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -201461296.000000 Penalty: 74969.078125
Iteration 1F: 22 clusters Score -2.014613e+08 nChanged 728569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2402 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 127868 members 
Mstep: Class 3 contains 250409 members 
Mstep: Class 4 contains 24853 members 
Mstep: Class 5 contains 82556 members 
Mstep: Class 6 contains 295772 members 
Mstep: Class 7 contains 32701 members 
Mstep: Class 8 contains 62671 members 
Mstep: Class 9 contains 18037 members 
Mstep: Class 10 contains 13070 members 
Mstep: Class 11 contains 127113 members 
Mstep: Class 12 contains 169081 members 
Mstep: Class 13 contains 36845 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 34357 members 
Mstep: Class 16 contains 57047 members 
Mstep: Class 17 contains 169568 members 
Mstep: Class 18 contains 101707 members 
Mstep: Class 19 contains 80345 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 11733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -202954784.000000 Penalty: 74969.078125
Iteration 2F: 22 clusters Score -2.029548e+08 nChanged 541173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1766 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 104892 members 
Mstep: Class 3 contains 259680 members 
Mstep: Class 4 contains 17995 members 
Mstep: Class 5 contains 53514 members 
Mstep: Class 6 contains 231767 members 
Mstep: Class 7 contains 41616 members 
Mstep: Class 8 contains 42950 members 
Mstep: Class 9 contains 16365 members 
Mstep: Class 10 contains 7874 members 
Mstep: Class 11 contains 161832 members 
Mstep: Class 12 contains 227981 members 
Mstep: Class 13 contains 29532 members 
Mstep: Class 14 contains 26680 members 
Mstep: Class 15 contains 46420 members 
Mstep: Class 16 contains 61893 members 
Mstep: Class 17 contains 217963 members 
Mstep: Class 18 contains 111544 members 
Mstep: Class 19 contains 69022 members 
Mstep: Class 20 contains 25493 members 
Mstep: Class 21 contains 6551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -203831728.000000 Penalty: 74969.078125
Iteration 3F: 22 clusters Score -2.038317e+08 nChanged 388142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 89876 members 
Mstep: Class 3 contains 245515 members 
Mstep: Class 4 contains 14591 members 
Mstep: Class 5 contains 36227 members 
Mstep: Class 6 contains 167294 members 
Mstep: Class 7 contains 51519 members 
Mstep: Class 8 contains 31856 members 
Mstep: Class 9 contains 17572 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 191860 members 
Mstep: Class 12 contains 282020 members 
Mstep: Class 13 contains 30091 members 
Mstep: Class 14 contains 30096 members 
Mstep: Class 15 contains 53171 members 
Mstep: Class 16 contains 78950 members 
Mstep: Class 17 contains 243411 members 
Mstep: Class 18 contains 121292 members 
Mstep: Class 19 contains 50922 members 
Mstep: Class 20 contains 22621 members 
Mstep: Class 21 contains 3802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204274128.000000 Penalty: 74969.078125
Iteration 4F: 22 clusters Score -2.042741e+08 nChanged 264836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1076 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 82328 members 
Mstep: Class 3 contains 225266 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 27138 members 
Mstep: Class 6 contains 133904 members 
Mstep: Class 7 contains 56640 members 
Mstep: Class 8 contains 24673 members 
Mstep: Class 9 contains 19514 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 211226 members 
Mstep: Class 12 contains 313402 members 
Mstep: Class 13 contains 34529 members 
Mstep: Class 14 contains 33694 members 
Mstep: Class 15 contains 56622 members 
Mstep: Class 16 contains 101465 members 
Mstep: Class 17 contains 244833 members 
Mstep: Class 18 contains 127850 members 
Mstep: Class 19 contains 36767 members 
Mstep: Class 20 contains 19124 members 
Mstep: Class 21 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204608720.000000 Penalty: 74969.078125
Iteration 5F: 22 clusters Score -2.046087e+08 nChanged 191083
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 79923 members 
Mstep: Class 3 contains 205841 members 
Mstep: Class 4 contains 15338 members 
Mstep: Class 5 contains 23297 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 57777 members 
Mstep: Class 8 contains 19924 members 
Mstep: Class 9 contains 22130 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 221441 members 
Mstep: Class 12 contains 325785 members 
Mstep: Class 13 contains 40380 members 
Mstep: Class 14 contains 36431 members 
Mstep: Class 15 contains 59313 members 
Mstep: Class 16 contains 122787 members 
Mstep: Class 17 contains 239084 members 
Mstep: Class 18 contains 133031 members 
Mstep: Class 19 contains 27643 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204764656.000000 Penalty: 74969.078125
Iteration 6F: 22 clusters Score -2.047647e+08 nChanged 141411
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 80681 members 
Mstep: Class 3 contains 187294 members 
Mstep: Class 4 contains 16338 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 109559 members 
Mstep: Class 7 contains 57473 members 
Mstep: Class 8 contains 17050 members 
Mstep: Class 9 contains 24958 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 226792 members 
Mstep: Class 12 contains 327627 members 
Mstep: Class 13 contains 46861 members 
Mstep: Class 14 contains 37880 members 
Mstep: Class 15 contains 61193 members 
Mstep: Class 16 contains 140497 members 
Mstep: Class 17 contains 232700 members 
Mstep: Class 18 contains 137788 members 
Mstep: Class 19 contains 21612 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204872576.000000 Penalty: 74969.078125
Iteration 7F: 22 clusters Score -2.048726e+08 nChanged 111324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 83203 members 
Mstep: Class 3 contains 169819 members 
Mstep: Class 4 contains 16943 members 
Mstep: Class 5 contains 23321 members 
Mstep: Class 6 contains 104070 members 
Mstep: Class 7 contains 58079 members 
Mstep: Class 8 contains 15518 members 
Mstep: Class 9 contains 27870 members 
Mstep: Class 10 contains 12285 members 
Mstep: Class 11 contains 229899 members 
Mstep: Class 12 contains 324566 members 
Mstep: Class 13 contains 52269 members 
Mstep: Class 14 contains 38296 members 
Mstep: Class 15 contains 62361 members 
Mstep: Class 16 contains 154554 members 
Mstep: Class 17 contains 227529 members 
Mstep: Class 18 contains 142130 members 
Mstep: Class 19 contains 17313 members 
Mstep: Class 20 contains 14519 members 
Mstep: Class 21 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204954384.000000 Penalty: 74969.078125
Iteration 8F: 22 clusters Score -2.049544e+08 nChanged 90914
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 86918 members 
Mstep: Class 3 contains 153686 members 
Mstep: Class 4 contains 17199 members 
Mstep: Class 5 contains 24348 members 
Mstep: Class 6 contains 99943 members 
Mstep: Class 7 contains 60209 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 30684 members 
Mstep: Class 10 contains 14221 members 
Mstep: Class 11 contains 231582 members 
Mstep: Class 12 contains 319133 members 
Mstep: Class 13 contains 55697 members 
Mstep: Class 14 contains 38434 members 
Mstep: Class 15 contains 63170 members 
Mstep: Class 16 contains 165870 members 
Mstep: Class 17 contains 223454 members 
Mstep: Class 18 contains 146166 members 
Mstep: Class 19 contains 14080 members 
Mstep: Class 20 contains 14939 members 
Mstep: Class 21 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205012560.000000 Penalty: 74969.078125
Iteration 9F: 22 clusters Score -2.050126e+08 nChanged 75102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 91127 members 
Mstep: Class 3 contains 140025 members 
Mstep: Class 4 contains 17206 members 
Mstep: Class 5 contains 25514 members 
Mstep: Class 6 contains 96407 members 
Mstep: Class 7 contains 62440 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 33401 members 
Mstep: Class 10 contains 16089 members 
Mstep: Class 11 contains 232730 members 
Mstep: Class 12 contains 312940 members 
Mstep: Class 13 contains 57505 members 
Mstep: Class 14 contains 38471 members 
Mstep: Class 15 contains 63693 members 
Mstep: Class 16 contains 174840 members 
Mstep: Class 17 contains 220141 members 
Mstep: Class 18 contains 149648 members 
Mstep: Class 19 contains 11616 members 
Mstep: Class 20 contains 15823 members 
Mstep: Class 21 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205056064.000000 Penalty: 74969.078125
Iteration 10Q: 22 clusters Score -2.050561e+08 nChanged 64600
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 95710 members 
Mstep: Class 3 contains 128435 members 
Mstep: Class 4 contains 17045 members 
Mstep: Class 5 contains 26562 members 
Mstep: Class 6 contains 93306 members 
Mstep: Class 7 contains 64406 members 
Mstep: Class 8 contains 13553 members 
Mstep: Class 9 contains 35971 members 
Mstep: Class 10 contains 17823 members 
Mstep: Class 11 contains 233560 members 
Mstep: Class 12 contains 306825 members 
Mstep: Class 13 contains 58686 members 
Mstep: Class 14 contains 38619 members 
Mstep: Class 15 contains 63904 members 
Mstep: Class 16 contains 181263 members 
Mstep: Class 17 contains 217488 members 
Mstep: Class 18 contains 152915 members 
Mstep: Class 19 contains 9630 members 
Mstep: Class 20 contains 16891 members 
Mstep: Class 21 contains 5011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205093152.000000 Penalty: 74969.078125
Iteration 11Q: 22 clusters Score -2.050932e+08 nChanged 56771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 100417 members 
Mstep: Class 3 contains 118386 members 
Mstep: Class 4 contains 16686 members 
Mstep: Class 5 contains 27521 members 
Mstep: Class 6 contains 90593 members 
Mstep: Class 7 contains 66153 members 
Mstep: Class 8 contains 13097 members 
Mstep: Class 9 contains 38508 members 
Mstep: Class 10 contains 19479 members 
Mstep: Class 11 contains 234324 members 
Mstep: Class 12 contains 300964 members 
Mstep: Class 13 contains 59325 members 
Mstep: Class 14 contains 38985 members 
Mstep: Class 15 contains 63893 members 
Mstep: Class 16 contains 185523 members 
Mstep: Class 17 contains 215222 members 
Mstep: Class 18 contains 155967 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 20 contains 18033 members 
Mstep: Class 21 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205125280.000000 Penalty: 74969.078125
Iteration 12Q: 22 clusters Score -2.051253e+08 nChanged 50941
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 105081 members 
Mstep: Class 3 contains 109498 members 
Mstep: Class 4 contains 16344 members 
Mstep: Class 5 contains 28468 members 
Mstep: Class 6 contains 88230 members 
Mstep: Class 7 contains 67573 members 
Mstep: Class 8 contains 12729 members 
Mstep: Class 9 contains 41113 members 
Mstep: Class 10 contains 20949 members 
Mstep: Class 11 contains 234863 members 
Mstep: Class 12 contains 295442 members 
Mstep: Class 13 contains 59718 members 
Mstep: Class 14 contains 39385 members 
Mstep: Class 15 contains 63510 members 
Mstep: Class 16 contains 187962 members 
Mstep: Class 17 contains 213390 members 
Mstep: Class 18 contains 159216 members 
Mstep: Class 19 contains 6932 members 
Mstep: Class 20 contains 19225 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205155184.000000 Penalty: 74969.078125
Iteration 13Q: 22 clusters Score -2.051552e+08 nChanged 46492
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 109849 members 
Mstep: Class 3 contains 101732 members 
Mstep: Class 4 contains 16117 members 
Mstep: Class 5 contains 29415 members 
Mstep: Class 6 contains 86311 members 
Mstep: Class 7 contains 68676 members 
Mstep: Class 8 contains 12325 members 
Mstep: Class 9 contains 43510 members 
Mstep: Class 10 contains 22172 members 
Mstep: Class 11 contains 235305 members 
Mstep: Class 12 contains 290059 members 
Mstep: Class 13 contains 60010 members 
Mstep: Class 14 contains 39826 members 
Mstep: Class 15 contains 62859 members 
Mstep: Class 16 contains 189015 members 
Mstep: Class 17 contains 211822 members 
Mstep: Class 18 contains 162687 members 
Mstep: Class 19 contains 6051 members 
Mstep: Class 20 contains 20471 members 
Mstep: Class 21 contains 5168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205181920.000000 Penalty: 74969.078125
Iteration 14Q: 22 clusters Score -2.051819e+08 nChanged 43490
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 114539 members 
Mstep: Class 3 contains 94689 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 5 contains 30463 members 
Mstep: Class 6 contains 84770 members 
Mstep: Class 7 contains 69630 members 
Mstep: Class 8 contains 11970 members 
Mstep: Class 9 contains 45778 members 
Mstep: Class 10 contains 23150 members 
Mstep: Class 11 contains 235718 members 
Mstep: Class 12 contains 284824 members 
Mstep: Class 13 contains 60393 members 
Mstep: Class 14 contains 40193 members 
Mstep: Class 15 contains 62015 members 
Mstep: Class 16 contains 188952 members 
Mstep: Class 17 contains 210499 members 
Mstep: Class 18 contains 166294 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 21738 members 
Mstep: Class 21 contains 5216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205202016.000000 Penalty: 74969.078125
Iteration 15Q: 22 clusters Score -2.05202e+08 nChanged 40422
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 118963 members 
Mstep: Class 3 contains 88428 members 
Mstep: Class 4 contains 16089 members 
Mstep: Class 5 contains 31501 members 
Mstep: Class 6 contains 83985 members 
Mstep: Class 7 contains 70448 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 47857 members 
Mstep: Class 10 contains 24030 members 
Mstep: Class 11 contains 236033 members 
Mstep: Class 12 contains 279562 members 
Mstep: Class 13 contains 60856 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 61099 members 
Mstep: Class 16 contains 187836 members 
Mstep: Class 17 contains 209313 members 
Mstep: Class 18 contains 170009 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 22877 members 
Mstep: Class 21 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205223504.000000 Penalty: 74969.078125
Iteration 16Q: 22 clusters Score -2.052235e+08 nChanged 37523
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 122968 members 
Mstep: Class 3 contains 82891 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 32493 members 
Mstep: Class 6 contains 83905 members 
Mstep: Class 7 contains 71066 members 
Mstep: Class 8 contains 11589 members 
Mstep: Class 9 contains 49611 members 
Mstep: Class 10 contains 24804 members 
Mstep: Class 11 contains 236407 members 
Mstep: Class 12 contains 274487 members 
Mstep: Class 13 contains 61369 members 
Mstep: Class 14 contains 40580 members 
Mstep: Class 15 contains 60083 members 
Mstep: Class 16 contains 186100 members 
Mstep: Class 17 contains 208257 members 
Mstep: Class 18 contains 173787 members 
Mstep: Class 19 contains 4703 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 5309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205239760.000000 Penalty: 74969.078125
Iteration 17Q: 22 clusters Score -2.052398e+08 nChanged 35365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 126631 members 
Mstep: Class 3 contains 77860 members 
Mstep: Class 4 contains 16654 members 
Mstep: Class 5 contains 33492 members 
Mstep: Class 6 contains 84727 members 
Mstep: Class 7 contains 71615 members 
Mstep: Class 8 contains 11498 members 
Mstep: Class 9 contains 51160 members 
Mstep: Class 10 contains 25477 members 
Mstep: Class 11 contains 236857 members 
Mstep: Class 12 contains 268868 members 
Mstep: Class 13 contains 61895 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 15 contains 59080 members 
Mstep: Class 16 contains 183990 members 
Mstep: Class 17 contains 207254 members 
Mstep: Class 18 contains 177681 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 24884 members 
Mstep: Class 21 contains 5340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205253424.000000 Penalty: 74969.078125
Iteration 18Q: 22 clusters Score -2.052534e+08 nChanged 33523
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 129911 members 
Mstep: Class 3 contains 73305 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 34411 members 
Mstep: Class 6 contains 86505 members 
Mstep: Class 7 contains 72131 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 52293 members 
Mstep: Class 10 contains 26059 members 
Mstep: Class 11 contains 237236 members 
Mstep: Class 12 contains 262632 members 
Mstep: Class 13 contains 62431 members 
Mstep: Class 14 contains 40394 members 
Mstep: Class 15 contains 58139 members 
Mstep: Class 16 contains 181691 members 
Mstep: Class 17 contains 206406 members 
Mstep: Class 18 contains 181750 members 
Mstep: Class 19 contains 4607 members 
Mstep: Class 20 contains 25834 members 
Mstep: Class 21 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205264832.000000 Penalty: 74969.078125
Iteration 19Q: 22 clusters Score -2.052648e+08 nChanged 31559
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 132900 members 
Mstep: Class 3 contains 69165 members 
Mstep: Class 4 contains 17622 members 
Mstep: Class 5 contains 35254 members 
Mstep: Class 6 contains 89183 members 
Mstep: Class 7 contains 72612 members 
Mstep: Class 8 contains 11369 members 
Mstep: Class 9 contains 53046 members 
Mstep: Class 10 contains 26606 members 
Mstep: Class 11 contains 237671 members 
Mstep: Class 12 contains 256090 members 
Mstep: Class 13 contains 62923 members 
Mstep: Class 14 contains 40204 members 
Mstep: Class 15 contains 57211 members 
Mstep: Class 16 contains 179281 members 
Mstep: Class 17 contains 205687 members 
Mstep: Class 18 contains 185705 members 
Mstep: Class 19 contains 4738 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 5375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205276032.000000 Penalty: 74969.078125
Iteration 20F: 22 clusters Score -2.05276e+08 nChanged 30778
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 135485 members 
Mstep: Class 3 contains 65334 members 
Mstep: Class 4 contains 18133 members 
Mstep: Class 5 contains 35892 members 
Mstep: Class 6 contains 93080 members 
Mstep: Class 7 contains 73021 members 
Mstep: Class 8 contains 11268 members 
Mstep: Class 9 contains 53482 members 
Mstep: Class 10 contains 27153 members 
Mstep: Class 11 contains 238065 members 
Mstep: Class 12 contains 249122 members 
Mstep: Class 13 contains 63371 members 
Mstep: Class 14 contains 39843 members 
Mstep: Class 15 contains 56383 members 
Mstep: Class 16 contains 176922 members 
Mstep: Class 17 contains 204974 members 
Mstep: Class 18 contains 189457 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 27489 members 
Mstep: Class 21 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205288704.000000 Penalty: 74969.078125
Iteration 21Q: 22 clusters Score -2.052887e+08 nChanged 29644
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 137599 members 
Mstep: Class 3 contains 61973 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 36432 members 
Mstep: Class 6 contains 98306 members 
Mstep: Class 7 contains 73403 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 53686 members 
Mstep: Class 10 contains 27702 members 
Mstep: Class 11 contains 238444 members 
Mstep: Class 12 contains 241528 members 
Mstep: Class 13 contains 63749 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 55675 members 
Mstep: Class 16 contains 174763 members 
Mstep: Class 17 contains 204194 members 
Mstep: Class 18 contains 193121 members 
Mstep: Class 19 contains 5300 members 
Mstep: Class 20 contains 28162 members 
Mstep: Class 21 contains 5405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205299824.000000 Penalty: 74969.078125
Iteration 22Q: 22 clusters Score -2.052998e+08 nChanged 28777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 139374 members 
Mstep: Class 3 contains 59041 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 36869 members 
Mstep: Class 6 contains 104679 members 
Mstep: Class 7 contains 73735 members 
Mstep: Class 8 contains 11033 members 
Mstep: Class 9 contains 53463 members 
Mstep: Class 10 contains 28213 members 
Mstep: Class 11 contains 238717 members 
Mstep: Class 12 contains 233556 members 
Mstep: Class 13 contains 64065 members 
Mstep: Class 14 contains 38667 members 
Mstep: Class 15 contains 55043 members 
Mstep: Class 16 contains 172729 members 
Mstep: Class 17 contains 203519 members 
Mstep: Class 18 contains 196669 members 
Mstep: Class 19 contains 5692 members 
Mstep: Class 20 contains 28795 members 
Mstep: Class 21 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205309936.000000 Penalty: 74969.078125
Iteration 23Q: 22 clusters Score -2.053099e+08 nChanged 27775
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 140787 members 
Mstep: Class 3 contains 56464 members 
Mstep: Class 4 contains 19233 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 111893 members 
Mstep: Class 7 contains 73999 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 52994 members 
Mstep: Class 10 contains 28714 members 
Mstep: Class 11 contains 238918 members 
Mstep: Class 12 contains 225401 members 
Mstep: Class 13 contains 64327 members 
Mstep: Class 14 contains 37919 members 
Mstep: Class 15 contains 54471 members 
Mstep: Class 16 contains 170877 members 
Mstep: Class 17 contains 202878 members 
Mstep: Class 18 contains 200004 members 
Mstep: Class 19 contains 6141 members 
Mstep: Class 20 contains 29359 members 
Mstep: Class 21 contains 5432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205320912.000000 Penalty: 74969.078125
Iteration 24Q: 22 clusters Score -2.053209e+08 nChanged 26830
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 141793 members 
Mstep: Class 3 contains 54277 members 
Mstep: Class 4 contains 19535 members 
Mstep: Class 5 contains 37540 members 
Mstep: Class 6 contains 119980 members 
Mstep: Class 7 contains 74206 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 52285 members 
Mstep: Class 10 contains 29140 members 
Mstep: Class 11 contains 239027 members 
Mstep: Class 12 contains 217105 members 
Mstep: Class 13 contains 64615 members 
Mstep: Class 14 contains 37136 members 
Mstep: Class 15 contains 53979 members 
Mstep: Class 16 contains 169289 members 
Mstep: Class 17 contains 202132 members 
Mstep: Class 18 contains 203112 members 
Mstep: Class 19 contains 6629 members 
Mstep: Class 20 contains 29855 members 
Mstep: Class 21 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205329424.000000 Penalty: 74969.078125
Iteration 25Q: 22 clusters Score -2.053294e+08 nChanged 25840
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 142241 members 
Mstep: Class 3 contains 52478 members 
Mstep: Class 4 contains 19765 members 
Mstep: Class 5 contains 37734 members 
Mstep: Class 6 contains 129108 members 
Mstep: Class 7 contains 74347 members 
Mstep: Class 8 contains 10562 members 
Mstep: Class 9 contains 51380 members 
Mstep: Class 10 contains 29545 members 
Mstep: Class 11 contains 239113 members 
Mstep: Class 12 contains 208651 members 
Mstep: Class 13 contains 64835 members 
Mstep: Class 14 contains 36365 members 
Mstep: Class 15 contains 53508 members 
Mstep: Class 16 contains 167973 members 
Mstep: Class 17 contains 201348 members 
Mstep: Class 18 contains 205873 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 30261 members 
Mstep: Class 21 contains 5445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205339984.000000 Penalty: 74969.078125
Iteration 26Q: 22 clusters Score -2.0534e+08 nChanged 24957
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 142068 members 
Mstep: Class 3 contains 51016 members 
Mstep: Class 4 contains 19988 members 
Mstep: Class 5 contains 37953 members 
Mstep: Class 6 contains 138996 members 
Mstep: Class 7 contains 74430 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 50350 members 
Mstep: Class 10 contains 29979 members 
Mstep: Class 11 contains 239203 members 
Mstep: Class 12 contains 200086 members 
Mstep: Class 13 contains 65025 members 
Mstep: Class 14 contains 35617 members 
Mstep: Class 15 contains 53128 members 
Mstep: Class 16 contains 166776 members 
Mstep: Class 17 contains 200550 members 
Mstep: Class 18 contains 208405 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 20 contains 30589 members 
Mstep: Class 21 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205349888.000000 Penalty: 74969.078125
Iteration 27Q: 22 clusters Score -2.053499e+08 nChanged 23596
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 141352 members 
Mstep: Class 3 contains 49822 members 
Mstep: Class 4 contains 20212 members 
Mstep: Class 5 contains 38137 members 
Mstep: Class 6 contains 149228 members 
Mstep: Class 7 contains 74457 members 
Mstep: Class 8 contains 10168 members 
Mstep: Class 9 contains 49251 members 
Mstep: Class 10 contains 30300 members 
Mstep: Class 11 contains 239110 members 
Mstep: Class 12 contains 191851 members 
Mstep: Class 13 contains 65224 members 
Mstep: Class 14 contains 34886 members 
Mstep: Class 15 contains 52760 members 
Mstep: Class 16 contains 165792 members 
Mstep: Class 17 contains 199839 members 
Mstep: Class 18 contains 210811 members 
Mstep: Class 19 contains 8177 members 
Mstep: Class 20 contains 30791 members 
Mstep: Class 21 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205359616.000000 Penalty: 74969.078125
Iteration 28Q: 22 clusters Score -2.053596e+08 nChanged 24897
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 140201 members 
Mstep: Class 3 contains 48805 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 38276 members 
Mstep: Class 6 contains 161400 members 
Mstep: Class 7 contains 74459 members 
Mstep: Class 8 contains 9929 members 
Mstep: Class 9 contains 48054 members 
Mstep: Class 10 contains 30574 members 
Mstep: Class 11 contains 238926 members 
Mstep: Class 12 contains 182285 members 
Mstep: Class 13 contains 65442 members 
Mstep: Class 14 contains 34192 members 
Mstep: Class 15 contains 52407 members 
Mstep: Class 16 contains 164921 members 
Mstep: Class 17 contains 199177 members 
Mstep: Class 18 contains 213060 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 30923 members 
Mstep: Class 21 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205369872.000000 Penalty: 74969.078125
Iteration 29Q: 22 clusters Score -2.053699e+08 nChanged 27371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 138801 members 
Mstep: Class 3 contains 47993 members 
Mstep: Class 4 contains 20552 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 176006 members 
Mstep: Class 7 contains 74463 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 46896 members 
Mstep: Class 10 contains 30835 members 
Mstep: Class 11 contains 238682 members 
Mstep: Class 12 contains 170706 members 
Mstep: Class 13 contains 65666 members 
Mstep: Class 14 contains 33542 members 
Mstep: Class 15 contains 52077 members 
Mstep: Class 16 contains 164150 members 
Mstep: Class 17 contains 198540 members 
Mstep: Class 18 contains 215043 members 
Mstep: Class 19 contains 9234 members 
Mstep: Class 20 contains 30982 members 
Mstep: Class 21 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205378592.000000 Penalty: 74969.078125
Iteration 30Q: 22 clusters Score -2.053786e+08 nChanged 29420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 137496 members 
Mstep: Class 3 contains 47294 members 
Mstep: Class 4 contains 20659 members 
Mstep: Class 5 contains 38430 members 
Mstep: Class 6 contains 191854 members 
Mstep: Class 7 contains 74474 members 
Mstep: Class 8 contains 9382 members 
Mstep: Class 9 contains 45768 members 
Mstep: Class 10 contains 31052 members 
Mstep: Class 11 contains 238439 members 
Mstep: Class 12 contains 157584 members 
Mstep: Class 13 contains 65900 members 
Mstep: Class 14 contains 32977 members 
Mstep: Class 15 contains 51742 members 
Mstep: Class 16 contains 163469 members 
Mstep: Class 17 contains 197966 members 
Mstep: Class 18 contains 216924 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 31014 members 
Mstep: Class 21 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205380816.000000 Penalty: 74969.078125
Iteration 31Q: 22 clusters Score -2.053808e+08 nChanged 25874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 136208 members 
Mstep: Class 3 contains 46701 members 
Mstep: Class 4 contains 20705 members 
Mstep: Class 5 contains 38522 members 
Mstep: Class 6 contains 203690 members 
Mstep: Class 7 contains 74455 members 
Mstep: Class 8 contains 9106 members 
Mstep: Class 9 contains 44711 members 
Mstep: Class 10 contains 31232 members 
Mstep: Class 11 contains 238158 members 
Mstep: Class 12 contains 148317 members 
Mstep: Class 13 contains 66115 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 51327 members 
Mstep: Class 16 contains 162924 members 
Mstep: Class 17 contains 197450 members 
Mstep: Class 18 contains 218757 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 31081 members 
Mstep: Class 21 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205380336.000000 Penalty: 74969.078125
Iteration 32Q: 22 clusters Score -2.053803e+08 nChanged 20602
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 135151 members 
Mstep: Class 3 contains 46226 members 
Mstep: Class 4 contains 20736 members 
Mstep: Class 5 contains 38539 members 
Mstep: Class 6 contains 210245 members 
Mstep: Class 7 contains 74436 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 43786 members 
Mstep: Class 10 contains 31421 members 
Mstep: Class 11 contains 237794 members 
Mstep: Class 12 contains 143903 members 
Mstep: Class 13 contains 66286 members 
Mstep: Class 14 contains 31999 members 
Mstep: Class 15 contains 50919 members 
Mstep: Class 16 contains 162407 members 
Mstep: Class 17 contains 196989 members 
Mstep: Class 18 contains 220620 members 
Mstep: Class 19 contains 10712 members 
Mstep: Class 20 contains 31166 members 
Mstep: Class 21 contains 5425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205379920.000000 Penalty: 74969.078125
Iteration 33Q: 22 clusters Score -2.053799e+08 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 134277 members 
Mstep: Class 3 contains 45829 members 
Mstep: Class 4 contains 20742 members 
Mstep: Class 5 contains 38538 members 
Mstep: Class 6 contains 213655 members 
Mstep: Class 7 contains 74416 members 
Mstep: Class 8 contains 8577 members 
Mstep: Class 9 contains 43045 members 
Mstep: Class 10 contains 31623 members 
Mstep: Class 11 contains 237400 members 
Mstep: Class 12 contains 142391 members 
Mstep: Class 13 contains 66425 members 
Mstep: Class 14 contains 31496 members 
Mstep: Class 15 contains 50552 members 
Mstep: Class 16 contains 161898 members 
Mstep: Class 17 contains 196542 members 
Mstep: Class 18 contains 222333 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 5421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205378544.000000 Penalty: 74969.078125
Iteration 34Q: 22 clusters Score -2.053785e+08 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 133562 members 
Mstep: Class 3 contains 45473 members 
Mstep: Class 4 contains 20740 members 
Mstep: Class 5 contains 38534 members 
Mstep: Class 6 contains 215353 members 
Mstep: Class 7 contains 74386 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 42421 members 
Mstep: Class 10 contains 31765 members 
Mstep: Class 11 contains 236953 members 
Mstep: Class 12 contains 142345 members 
Mstep: Class 13 contains 66547 members 
Mstep: Class 14 contains 31095 members 
Mstep: Class 15 contains 50245 members 
Mstep: Class 16 contains 161448 members 
Mstep: Class 17 contains 196182 members 
Mstep: Class 18 contains 223803 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 31317 members 
Mstep: Class 21 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205378240.000000 Penalty: 74969.078125
Iteration 35Q: 22 clusters Score -2.053782e+08 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 133065 members 
Mstep: Class 3 contains 45145 members 
Mstep: Class 4 contains 20718 members 
Mstep: Class 5 contains 38506 members 
Mstep: Class 6 contains 216072 members 
Mstep: Class 7 contains 74370 members 
Mstep: Class 8 contains 7913 members 
Mstep: Class 9 contains 41934 members 
Mstep: Class 10 contains 31907 members 
Mstep: Class 11 contains 236487 members 
Mstep: Class 12 contains 143000 members 
Mstep: Class 13 contains 66664 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 50007 members 
Mstep: Class 16 contains 161004 members 
Mstep: Class 17 contains 195856 members 
Mstep: Class 18 contains 225127 members 
Mstep: Class 19 contains 12238 members 
Mstep: Class 20 contains 31426 members 
Mstep: Class 21 contains 5418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205378320.000000 Penalty: 74969.078125
Iteration 36Q: 22 clusters Score -2.053783e+08 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 132745 members 
Mstep: Class 3 contains 44877 members 
Mstep: Class 4 contains 20602 members 
Mstep: Class 5 contains 38474 members 
Mstep: Class 6 contains 216208 members 
Mstep: Class 7 contains 74346 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 9 contains 41466 members 
Mstep: Class 10 contains 32069 members 
Mstep: Class 11 contains 236036 members 
Mstep: Class 12 contains 143974 members 
Mstep: Class 13 contains 66784 members 
Mstep: Class 14 contains 30457 members 
Mstep: Class 15 contains 49840 members 
Mstep: Class 16 contains 160532 members 
Mstep: Class 17 contains 195519 members 
Mstep: Class 18 contains 226350 members 
Mstep: Class 19 contains 12738 members 
Mstep: Class 20 contains 31575 members 
Mstep: Class 21 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205378800.000000 Penalty: 74969.078125
Iteration 37Q: 22 clusters Score -2.053788e+08 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 132424 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 20387 members 
Mstep: Class 5 contains 38455 members 
Mstep: Class 6 contains 216076 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 41074 members 
Mstep: Class 10 contains 32242 members 
Mstep: Class 11 contains 235638 members 
Mstep: Class 12 contains 145027 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 30297 members 
Mstep: Class 15 contains 49718 members 
Mstep: Class 16 contains 160073 members 
Mstep: Class 17 contains 195150 members 
Mstep: Class 18 contains 227465 members 
Mstep: Class 19 contains 13192 members 
Mstep: Class 20 contains 31706 members 
Mstep: Class 21 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205379680.000000 Penalty: 74969.078125
Iteration 38Q: 22 clusters Score -2.053797e+08 nChanged 7801
Entering ConstructFrom: 
Score: -205379680.000000 Penalty: 74969.078125
Entering ConstructFrom: 
Trying to split cluster 1 (17585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Entering Unmasked Estep 
Score: -2061438.125000 Penalty: 2424.150635
	Iteration 0F: 2 clusters Score -2061438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2048974.250000 Penalty: 4848.301270
	Iteration 0F: 3 clusters Score -2048974 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2053337.500000 Penalty: 4848.301270
	Iteration 1F: 3 clusters Score -2053338 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2053944.500000 Penalty: 4848.301270
	Iteration 2F: 3 clusters Score -2053944 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2054557.750000 Penalty: 4848.301270
	Iteration 3F: 3 clusters Score -2054558 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2055214.750000 Penalty: 4848.301270
	Iteration 4F: 3 clusters Score -2055215 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2055896.500000 Penalty: 4848.301270
	Iteration 5F: 3 clusters Score -2055896 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2056547.500000 Penalty: 4848.301270
	Iteration 6F: 3 clusters Score -2056548 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2057147.125000 Penalty: 4848.301270
	Iteration 7F: 3 clusters Score -2057147 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2057677.750000 Penalty: 4848.301270
	Iteration 8Q: 3 clusters Score -2057678 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2058137.625000 Penalty: 4848.301270
	Iteration 9Q: 3 clusters Score -2058138 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2058563.375000 Penalty: 4848.301270
	Iteration 10Q: 3 clusters Score -2058563 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2058874.000000 Penalty: 4848.301270
	Iteration 11Q: 3 clusters Score -2058874 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2059092.000000 Penalty: 4848.301270
	Iteration 12Q: 3 clusters Score -2059092 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2059231.000000 Penalty: 4848.301270
	Iteration 13Q: 3 clusters Score -2059231 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2059343.250000 Penalty: 4848.301270
	Iteration 14Q: 3 clusters Score -2059343 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2059438.500000 Penalty: 4848.301270
	Iteration 15Q: 3 clusters Score -2059438 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2059506.125000 Penalty: 4848.301270
	Iteration 16Q: 3 clusters Score -2059506 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2059561.000000 Penalty: 4848.301270
	Iteration 17Q: 3 clusters Score -2059561 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2059597.250000 Penalty: 4848.301270
	Iteration 18Q: 3 clusters Score -2059597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2059640.125000 Penalty: 4848.301270
	Iteration 19Q: 3 clusters Score -2059640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2059679.125000 Penalty: 4848.301270
	Iteration 20F: 3 clusters Score -2059679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2059706.125000 Penalty: 4848.301270
	Iteration 21Q: 3 clusters Score -2059706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2059731.125000 Penalty: 4848.301270
	Iteration 22Q: 3 clusters Score -2059731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2059756.250000 Penalty: 4848.301270
	Iteration 23Q: 3 clusters Score -2059756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2059782.500000 Penalty: 4848.301270
	Iteration 24Q: 3 clusters Score -2059782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2059798.250000 Penalty: 4848.301270
	Iteration 25Q: 3 clusters Score -2059798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2059816.000000 Penalty: 4848.301270
	Iteration 26Q: 3 clusters Score -2059816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2059827.875000 Penalty: 4848.301270
	Iteration 27Q: 3 clusters Score -2059828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2059837.500000 Penalty: 4848.301270
	Iteration 28Q: 3 clusters Score -2059838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2059853.625000 Penalty: 4848.301270
	Iteration 29Q: 3 clusters Score -2059854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2059865.125000 Penalty: 4848.301270
	Iteration 30Q: 3 clusters Score -2059865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2059881.500000 Penalty: 4848.301270
	Iteration 31Q: 3 clusters Score -2059882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2059885.000000 Penalty: 4848.301270
	Iteration 32Q: 3 clusters Score -2059885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2059890.000000 Penalty: 4848.301270
	Iteration 33Q: 3 clusters Score -2059890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2059901.625000 Penalty: 4848.301270
	Iteration 34Q: 3 clusters Score -2059902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2059905.125000 Penalty: 4848.301270
	Iteration 35Q: 3 clusters Score -2059905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2059909.875000 Penalty: 4848.301270
	Iteration 36Q: 3 clusters Score -2059910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2059918.125000 Penalty: 4848.301270
	Iteration 37Q: 3 clusters Score -2059918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2059929.000000 Penalty: 4848.301270
	Iteration 38Q: 3 clusters Score -2059929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2059932.375000 Penalty: 4848.301270
	Iteration 39Q: 3 clusters Score -2059932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2059937.125000 Penalty: 4848.301270
	Iteration 40F: 3 clusters Score -2059937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2059935.500000 Penalty: 4848.301270
	Iteration 41Q: 3 clusters Score -2059936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2059941.250000 Penalty: 4848.301270
	Iteration 42Q: 3 clusters Score -2059941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2059944.625000 Penalty: 4848.301270
	Iteration 43Q: 3 clusters Score -2059945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2059944.500000 Penalty: 4848.301270
	Iteration 44Q: 3 clusters Score -2059944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2059945.000000 Penalty: 4848.301270
	Iteration 45Q: 3 clusters Score -2059945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2059950.250000 Penalty: 4848.301270
	Iteration 46Q: 3 clusters Score -2059950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2059950.750000 Penalty: 4848.301270
	Iteration 47Q: 3 clusters Score -2059951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2059952.375000 Penalty: 4848.301270
	Iteration 48Q: 3 clusters Score -2059952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2059954.500000 Penalty: 4848.301270
	Iteration 49Q: 3 clusters Score -2059954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2059953.750000 Penalty: 4848.301270
	Iteration 50Q: 3 clusters Score -2059954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2059955.000000 Penalty: 4848.301270
	Iteration 51Q: 3 clusters Score -2059955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2059954.750000 Penalty: 4848.301270
	Iteration 52Q: 3 clusters Score -2059955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2059958.125000 Penalty: 4848.301270
	Iteration 53Q: 3 clusters Score -2059958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2059959.375000 Penalty: 4848.301270
	Iteration 54Q: 3 clusters Score -2059959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2059960.000000 Penalty: 4848.301270
	Iteration 55Q: 3 clusters Score -2059960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2059963.125000 Penalty: 4848.301270
	Iteration 56Q: 3 clusters Score -2059963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2059964.375000 Penalty: 4848.301270
	Iteration 57Q: 3 clusters Score -2059964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2059964.250000 Penalty: 4848.301270
	Iteration 58Q: 3 clusters Score -2059964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2059962.875000 Penalty: 4848.301270
	Iteration 59Q: 3 clusters Score -2059963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2059961.625000 Penalty: 4848.301270
	Iteration 60F: 3 clusters Score -2059962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2059964.125000 Penalty: 4848.301270
	Iteration 61Q: 3 clusters Score -2059964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2059963.500000 Penalty: 4848.301270
	Iteration 62Q: 3 clusters Score -2059964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2059963.500000 Penalty: 4848.301270
	Iteration 63F: 3 clusters Score -2059964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (132216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132216 members 
Entering Unmasked Estep 
Score: -15682991.000000 Penalty: 2924.463623
	Iteration 0F: 2 clusters Score -1.568299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -15594668.000000 Penalty: 5848.927246
	Iteration 0F: 3 clusters Score -1.559467e+07 nChanged 63094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -15631634.000000 Penalty: 5848.927246
	Iteration 1F: 3 clusters Score -1.563163e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -15633419.000000 Penalty: 5848.927246
	Iteration 2Q: 3 clusters Score -1.563342e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -15636112.000000 Penalty: 5848.927246
	Iteration 3Q: 3 clusters Score -1.563611e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -15640207.000000 Penalty: 5848.927246
	Iteration 4F: 3 clusters Score -1.564021e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -15646001.000000 Penalty: 5848.927246
	Iteration 5F: 3 clusters Score -1.5646e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -15654065.000000 Penalty: 5848.927246
	Iteration 6F: 3 clusters Score -1.565406e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -15662814.000000 Penalty: 5848.927246
	Iteration 7F: 3 clusters Score -1.566281e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 120822 members 
Entering Unmasked Estep 
Score: -15670635.000000 Penalty: 5848.927246
	Iteration 8F: 3 clusters Score -1.567064e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -15675605.000000 Penalty: 5848.927246
	Iteration 9Q: 3 clusters Score -1.56756e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -15678215.000000 Penalty: 5848.927246
	Iteration 10Q: 3 clusters Score -1.567822e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 130705 members 
Entering Unmasked Estep 
Score: -15679477.000000 Penalty: 5848.927246
	Iteration 11Q: 3 clusters Score -1.567948e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -15679960.000000 Penalty: 5848.927246
	Iteration 12Q: 3 clusters Score -1.567996e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 131584 members 
Entering Unmasked Estep 
Score: -15680194.000000 Penalty: 5848.927246
	Iteration 13Q: 3 clusters Score -1.568019e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 131707 members 
Entering Unmasked Estep 
Score: -15680288.000000 Penalty: 5848.927246
	Iteration 14Q: 3 clusters Score -1.568029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -15680344.000000 Penalty: 5848.927246
	Iteration 15Q: 3 clusters Score -1.568034e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 131781 members 
Entering Unmasked Estep 
Score: -15680399.000000 Penalty: 5848.927246
	Iteration 16Q: 3 clusters Score -1.56804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -15680434.000000 Penalty: 5848.927246
	Iteration 17Q: 3 clusters Score -1.568043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 131814 members 
Entering Unmasked Estep 
Score: -15680455.000000 Penalty: 5848.927246
	Iteration 18Q: 3 clusters Score -1.568046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -15680483.000000 Penalty: 5848.927246
	Iteration 19Q: 3 clusters Score -1.568048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131825 members 
Entering Unmasked Estep 
Score: -15680506.000000 Penalty: 5848.927246
	Iteration 20F: 3 clusters Score -1.568051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 131832 members 
Entering Unmasked Estep 
Score: -15680519.000000 Penalty: 5848.927246
	Iteration 21Q: 3 clusters Score -1.568052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 131835 members 
Entering Unmasked Estep 
Score: -15680532.000000 Penalty: 5848.927246
	Iteration 22Q: 3 clusters Score -1.568053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -15680528.000000 Penalty: 5848.927246
	Iteration 23Q: 3 clusters Score -1.568053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 131842 members 
Entering Unmasked Estep 
Score: -15680529.000000 Penalty: 5848.927246
	Iteration 24Q: 3 clusters Score -1.568053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 131845 members 
Entering Unmasked Estep 
Score: -15680536.000000 Penalty: 5848.927246
	Iteration 25Q: 3 clusters Score -1.568054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 131845 members 
Entering Unmasked Estep 
Score: -15680536.000000 Penalty: 5848.927246
	Iteration 26F: 3 clusters Score -1.568054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Entering Unmasked Estep 
Score: -5324485.000000 Penalty: 2654.109131
	Iteration 0F: 2 clusters Score -5324485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5294219.000000 Penalty: 5308.218262
	Iteration 0F: 3 clusters Score -5294219 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5305454.000000 Penalty: 5308.218262
	Iteration 1F: 3 clusters Score -5305454 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -5306061.000000 Penalty: 5308.218262
	Iteration 2Q: 3 clusters Score -5306061 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5306736.500000 Penalty: 5308.218262
	Iteration 3Q: 3 clusters Score -5306736 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5307662.500000 Penalty: 5308.218262
	Iteration 4Q: 3 clusters Score -5307662 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -5309025.000000 Penalty: 5308.218262
	Iteration 5F: 3 clusters Score -5309025 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5311211.500000 Penalty: 5308.218262
	Iteration 6F: 3 clusters Score -5311212 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5314251.000000 Penalty: 5308.218262
	Iteration 7F: 3 clusters Score -5314251 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -5317461.500000 Penalty: 5308.218262
	Iteration 8F: 3 clusters Score -5317462 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5320072.500000 Penalty: 5308.218262
	Iteration 9F: 3 clusters Score -5320072 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -5321580.000000 Penalty: 5308.218262
	Iteration 10Q: 3 clusters Score -5321580 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5322231.500000 Penalty: 5308.218262
	Iteration 11Q: 3 clusters Score -5322232 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -5322562.500000 Penalty: 5308.218262
	Iteration 12Q: 3 clusters Score -5322562 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5322742.500000 Penalty: 5308.218262
	Iteration 13Q: 3 clusters Score -5322742 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5322845.000000 Penalty: 5308.218262
	Iteration 14Q: 3 clusters Score -5322845 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -5322905.000000 Penalty: 5308.218262
	Iteration 15Q: 3 clusters Score -5322905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5322924.000000 Penalty: 5308.218262
	Iteration 16Q: 3 clusters Score -5322924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -5322952.000000 Penalty: 5308.218262
	Iteration 17Q: 3 clusters Score -5322952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -5322964.000000 Penalty: 5308.218262
	Iteration 18Q: 3 clusters Score -5322964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5322970.000000 Penalty: 5308.218262
	Iteration 19Q: 3 clusters Score -5322970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -5322975.000000 Penalty: 5308.218262
	Iteration 20F: 3 clusters Score -5322975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5322979.500000 Penalty: 5308.218262
	Iteration 21Q: 3 clusters Score -5322980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5322984.000000 Penalty: 5308.218262
	Iteration 22Q: 3 clusters Score -5322984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5322985.000000 Penalty: 5308.218262
	Iteration 23Q: 3 clusters Score -5322985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -5322981.500000 Penalty: 5308.218262
	Iteration 24Q: 3 clusters Score -5322982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5322986.000000 Penalty: 5308.218262
	Iteration 25Q: 3 clusters Score -5322986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -5322986.500000 Penalty: 5308.218262
	Iteration 26Q: 3 clusters Score -5322986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5322987.500000 Penalty: 5308.218262
	Iteration 27Q: 3 clusters Score -5322988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5322993.500000 Penalty: 5308.218262
	Iteration 28Q: 3 clusters Score -5322994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5322993.500000 Penalty: 5308.218262
	Iteration 29Q: 3 clusters Score -5322994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5322995.500000 Penalty: 5308.218262
	Iteration 30Q: 3 clusters Score -5322996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5323000.000000 Penalty: 5308.218262
	Iteration 31Q: 3 clusters Score -5323000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5323000.000000 Penalty: 5308.218262
	Iteration 32F: 3 clusters Score -5323000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Entering Unmasked Estep 
Score: -2281815.000000 Penalty: 2457.770264
	Iteration 0F: 2 clusters Score -2281815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2267668.750000 Penalty: 4915.540527
	Iteration 0F: 3 clusters Score -2267669 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2272861.750000 Penalty: 4915.540527
	Iteration 1F: 3 clusters Score -2272862 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2273809.000000 Penalty: 4915.540527
	Iteration 2F: 3 clusters Score -2273809 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2274727.500000 Penalty: 4915.540527
	Iteration 3F: 3 clusters Score -2274728 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2275520.250000 Penalty: 4915.540527
	Iteration 4F: 3 clusters Score -2275520 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2276239.500000 Penalty: 4915.540527
	Iteration 5F: 3 clusters Score -2276240 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2276906.750000 Penalty: 4915.540527
	Iteration 6F: 3 clusters Score -2276907 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2277607.500000 Penalty: 4915.540527
	Iteration 7Q: 3 clusters Score -2277608 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2278245.250000 Penalty: 4915.540527
	Iteration 8Q: 3 clusters Score -2278245 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2278866.750000 Penalty: 4915.540527
	Iteration 9Q: 3 clusters Score -2278867 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2279367.750000 Penalty: 4915.540527
	Iteration 10Q: 3 clusters Score -2279368 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2279774.500000 Penalty: 4915.540527
	Iteration 11Q: 3 clusters Score -2279774 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2280138.750000 Penalty: 4915.540527
	Iteration 12Q: 3 clusters Score -2280139 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2280468.500000 Penalty: 4915.540527
	Iteration 13Q: 3 clusters Score -2280468 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2280762.250000 Penalty: 4915.540527
	Iteration 14Q: 3 clusters Score -2280762 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2281003.750000 Penalty: 4915.540527
	Iteration 15Q: 3 clusters Score -2281004 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2281170.250000 Penalty: 4915.540527
	Iteration 16Q: 3 clusters Score -2281170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2281295.000000 Penalty: 4915.540527
	Iteration 17Q: 3 clusters Score -2281295 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2281380.000000 Penalty: 4915.540527
	Iteration 18Q: 3 clusters Score -2281380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2281461.500000 Penalty: 4915.540527
	Iteration 19Q: 3 clusters Score -2281462 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2281517.250000 Penalty: 4915.540527
	Iteration 20F: 3 clusters Score -2281517 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2281553.500000 Penalty: 4915.540527
	Iteration 21Q: 3 clusters Score -2281554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2281581.250000 Penalty: 4915.540527
	Iteration 22Q: 3 clusters Score -2281581 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2281622.750000 Penalty: 4915.540527
	Iteration 23Q: 3 clusters Score -2281623 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2281656.250000 Penalty: 4915.540527
	Iteration 24Q: 3 clusters Score -2281656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2281703.250000 Penalty: 4915.540527
	Iteration 25Q: 3 clusters Score -2281703 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2281747.000000 Penalty: 4915.540527
	Iteration 26Q: 3 clusters Score -2281747 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2281799.500000 Penalty: 4915.540527
	Iteration 27Q: 3 clusters Score -2281800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2281845.000000 Penalty: 4915.540527
	Iteration 28Q: 3 clusters Score -2281845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2281892.250000 Penalty: 4915.540527
	Iteration 29Q: 3 clusters Score -2281892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2281940.500000 Penalty: 4915.540527
	Iteration 30Q: 3 clusters Score -2281940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2281978.000000 Penalty: 4915.540527
	Iteration 31Q: 3 clusters Score -2281978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2282008.500000 Penalty: 4915.540527
	Iteration 32Q: 3 clusters Score -2282008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2282025.250000 Penalty: 4915.540527
	Iteration 33Q: 3 clusters Score -2282025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2282033.500000 Penalty: 4915.540527
	Iteration 34Q: 3 clusters Score -2282034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2282035.250000 Penalty: 4915.540527
	Iteration 35Q: 3 clusters Score -2282035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2282052.500000 Penalty: 4915.540527
	Iteration 36Q: 3 clusters Score -2282052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2282050.000000 Penalty: 4915.540527
	Iteration 37Q: 3 clusters Score -2282050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2282051.000000 Penalty: 4915.540527
	Iteration 38Q: 3 clusters Score -2282051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2282051.000000 Penalty: 4915.540527
	Iteration 39Q: 3 clusters Score -2282051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2282061.000000 Penalty: 4915.540527
	Iteration 40F: 3 clusters Score -2282061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2282061.750000 Penalty: 4915.540527
	Iteration 41Q: 3 clusters Score -2282062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2282061.250000 Penalty: 4915.540527
	Iteration 42Q: 3 clusters Score -2282061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2282057.500000 Penalty: 4915.540527
	Iteration 43Q: 3 clusters Score -2282058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2282055.250000 Penalty: 4915.540527
	Iteration 44Q: 3 clusters Score -2282055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2282059.500000 Penalty: 4915.540527
	Iteration 45Q: 3 clusters Score -2282060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2282063.500000 Penalty: 4915.540527
	Iteration 46Q: 3 clusters Score -2282064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2282069.250000 Penalty: 4915.540527
	Iteration 47Q: 3 clusters Score -2282069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2282075.250000 Penalty: 4915.540527
	Iteration 48Q: 3 clusters Score -2282075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2282072.750000 Penalty: 4915.540527
	Iteration 49Q: 3 clusters Score -2282073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2282074.750000 Penalty: 4915.540527
	Iteration 50Q: 3 clusters Score -2282075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2282073.750000 Penalty: 4915.540527
	Iteration 51Q: 3 clusters Score -2282074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2282071.500000 Penalty: 4915.540527
	Iteration 52Q: 3 clusters Score -2282072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2282071.500000 Penalty: 4915.540527
	Iteration 53F: 3 clusters Score -2282072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 15718 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 40777 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 30127 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 159571 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 228543 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 4420 members 
Entering Unmasked Estep 
Score: -205378288.000000 Penalty: 78539.031250
Splitting cluster 4 changes total score from -205379680.000000 to -205378288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (38432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Entering Unmasked Estep 
Score: -4285777.500000 Penalty: 2618.048096
	Iteration 0F: 2 clusters Score -4285778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4259934.500000 Penalty: 5236.096191
	Iteration 0F: 3 clusters Score -4259934 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4270798.000000 Penalty: 5236.096191
	Iteration 1F: 3 clusters Score -4270798 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4272754.500000 Penalty: 5236.096191
	Iteration 2F: 3 clusters Score -4272754 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4274602.500000 Penalty: 5236.096191
	Iteration 3F: 3 clusters Score -4274602 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4276209.500000 Penalty: 5236.096191
	Iteration 4F: 3 clusters Score -4276210 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4277497.500000 Penalty: 5236.096191
	Iteration 5F: 3 clusters Score -4277498 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4278589.000000 Penalty: 5236.096191
	Iteration 6F: 3 clusters Score -4278589 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4279562.500000 Penalty: 5236.096191
	Iteration 7Q: 3 clusters Score -4279562 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -4280391.000000 Penalty: 5236.096191
	Iteration 8Q: 3 clusters Score -4280391 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4281089.500000 Penalty: 5236.096191
	Iteration 9Q: 3 clusters Score -4281090 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4281578.500000 Penalty: 5236.096191
	Iteration 10Q: 3 clusters Score -4281578 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4281931.500000 Penalty: 5236.096191
	Iteration 11Q: 3 clusters Score -4281932 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -4282193.000000 Penalty: 5236.096191
	Iteration 12Q: 3 clusters Score -4282193 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -4282341.000000 Penalty: 5236.096191
	Iteration 13Q: 3 clusters Score -4282341 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4282515.500000 Penalty: 5236.096191
	Iteration 14Q: 3 clusters Score -4282516 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -4282613.500000 Penalty: 5236.096191
	Iteration 15Q: 3 clusters Score -4282614 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4282725.500000 Penalty: 5236.096191
	Iteration 16Q: 3 clusters Score -4282726 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4282818.500000 Penalty: 5236.096191
	Iteration 17Q: 3 clusters Score -4282818 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4282933.500000 Penalty: 5236.096191
	Iteration 18Q: 3 clusters Score -4282934 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4283045.500000 Penalty: 5236.096191
	Iteration 19Q: 3 clusters Score -4283046 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4283159.500000 Penalty: 5236.096191
	Iteration 20F: 3 clusters Score -4283160 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4283276.000000 Penalty: 5236.096191
	Iteration 21Q: 3 clusters Score -4283276 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4283426.500000 Penalty: 5236.096191
	Iteration 22Q: 3 clusters Score -4283426 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4283545.500000 Penalty: 5236.096191
	Iteration 23Q: 3 clusters Score -4283546 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4283695.000000 Penalty: 5236.096191
	Iteration 24Q: 3 clusters Score -4283695 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4283903.000000 Penalty: 5236.096191
	Iteration 25Q: 3 clusters Score -4283903 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4284051.000000 Penalty: 5236.096191
	Iteration 26Q: 3 clusters Score -4284051 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4284204.000000 Penalty: 5236.096191
	Iteration 27Q: 3 clusters Score -4284204 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4284374.000000 Penalty: 5236.096191
	Iteration 28Q: 3 clusters Score -4284374 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4284550.500000 Penalty: 5236.096191
	Iteration 29Q: 3 clusters Score -4284550 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4284739.500000 Penalty: 5236.096191
	Iteration 30Q: 3 clusters Score -4284740 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4284910.000000 Penalty: 5236.096191
	Iteration 31Q: 3 clusters Score -4284910 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -4285057.000000 Penalty: 5236.096191
	Iteration 32Q: 3 clusters Score -4285057 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -4285186.000000 Penalty: 5236.096191
	Iteration 33Q: 3 clusters Score -4285186 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4285328.500000 Penalty: 5236.096191
	Iteration 34Q: 3 clusters Score -4285328 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4285427.000000 Penalty: 5236.096191
	Iteration 35Q: 3 clusters Score -4285427 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4285518.000000 Penalty: 5236.096191
	Iteration 36Q: 3 clusters Score -4285518 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4285598.500000 Penalty: 5236.096191
	Iteration 37Q: 3 clusters Score -4285598 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4285639.500000 Penalty: 5236.096191
	Iteration 38Q: 3 clusters Score -4285640 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4285668.000000 Penalty: 5236.096191
	Iteration 39Q: 3 clusters Score -4285668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4285683.000000 Penalty: 5236.096191
	Iteration 40F: 3 clusters Score -4285683 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4285692.000000 Penalty: 5236.096191
	Iteration 41Q: 3 clusters Score -4285692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4285700.500000 Penalty: 5236.096191
	Iteration 42Q: 3 clusters Score -4285700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4285707.500000 Penalty: 5236.096191
	Iteration 43Q: 3 clusters Score -4285708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4285723.500000 Penalty: 5236.096191
	Iteration 44Q: 3 clusters Score -4285724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4285717.000000 Penalty: 5236.096191
	Iteration 45Q: 3 clusters Score -4285717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4285711.500000 Penalty: 5236.096191
	Iteration 46Q: 3 clusters Score -4285712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4285705.500000 Penalty: 5236.096191
	Iteration 47Q: 3 clusters Score -4285706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4285706.500000 Penalty: 5236.096191
	Iteration 48Q: 3 clusters Score -4285706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4285717.000000 Penalty: 5236.096191
	Iteration 49Q: 3 clusters Score -4285717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4285719.000000 Penalty: 5236.096191
	Iteration 50Q: 3 clusters Score -4285719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4285725.000000 Penalty: 5236.096191
	Iteration 51Q: 3 clusters Score -4285725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -4285720.500000 Penalty: 5236.096191
	Iteration 52Q: 3 clusters Score -4285720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4285713.000000 Penalty: 5236.096191
	Iteration 53Q: 3 clusters Score -4285713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4285722.000000 Penalty: 5236.096191
	Iteration 54Q: 3 clusters Score -4285722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4285720.500000 Penalty: 5236.096191
	Iteration 55Q: 3 clusters Score -4285720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -4285720.500000 Penalty: 5236.096191
	Iteration 56Q: 3 clusters Score -4285720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4285720.000000 Penalty: 5236.096191
	Iteration 57Q: 3 clusters Score -4285720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4285724.500000 Penalty: 5236.096191
	Iteration 58Q: 3 clusters Score -4285724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4285729.000000 Penalty: 5236.096191
	Iteration 59Q: 3 clusters Score -4285729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4285723.500000 Penalty: 5236.096191
	Iteration 60F: 3 clusters Score -4285724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -4285721.000000 Penalty: 5236.096191
	Iteration 61Q: 3 clusters Score -4285721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4285720.500000 Penalty: 5236.096191
	Iteration 62Q: 3 clusters Score -4285720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4285718.500000 Penalty: 5236.096191
	Iteration 63Q: 3 clusters Score -4285718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4285723.500000 Penalty: 5236.096191
	Iteration 64Q: 3 clusters Score -4285724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4285729.500000 Penalty: 5236.096191
	Iteration 65Q: 3 clusters Score -4285730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4285730.000000 Penalty: 5236.096191
	Iteration 66Q: 3 clusters Score -4285730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4285723.500000 Penalty: 5236.096191
	Iteration 67Q: 3 clusters Score -4285724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4285726.000000 Penalty: 5236.096191
	Iteration 68Q: 3 clusters Score -4285726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4285721.500000 Penalty: 5236.096191
	Iteration 69Q: 3 clusters Score -4285722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4285723.000000 Penalty: 5236.096191
	Iteration 70Q: 3 clusters Score -4285723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4285721.500000 Penalty: 5236.096191
	Iteration 71Q: 3 clusters Score -4285722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4285726.500000 Penalty: 5236.096191
	Iteration 72Q: 3 clusters Score -4285726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4285725.500000 Penalty: 5236.096191
	Iteration 73Q: 3 clusters Score -4285726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4285731.500000 Penalty: 5236.096191
	Iteration 74Q: 3 clusters Score -4285732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -4285731.000000 Penalty: 5236.096191
	Iteration 75Q: 3 clusters Score -4285731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4285731.000000 Penalty: 5236.096191
	Iteration 76Q: 3 clusters Score -4285731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4285734.500000 Penalty: 5236.096191
	Iteration 77Q: 3 clusters Score -4285734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4285734.500000 Penalty: 5236.096191
	Iteration 78F: 3 clusters Score -4285734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215818 members 
Entering Unmasked Estep 
Score: -25783306.000000 Penalty: 3045.983154
	Iteration 0F: 2 clusters Score -2.578331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -25658070.000000 Penalty: 6091.966309
	Iteration 0F: 3 clusters Score -2.565807e+07 nChanged 104002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -25719456.000000 Penalty: 6091.966309
	Iteration 1F: 3 clusters Score -2.571946e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -25721096.000000 Penalty: 6091.966309
	Iteration 2Q: 3 clusters Score -2.57211e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -25723534.000000 Penalty: 6091.966309
	Iteration 3Q: 3 clusters Score -2.572353e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
Score: -25726868.000000 Penalty: 6091.966309
	Iteration 4Q: 3 clusters Score -2.572687e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126362 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -25732080.000000 Penalty: 6091.966309
	Iteration 5F: 3 clusters Score -2.573208e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135275 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -25739342.000000 Penalty: 6091.966309
	Iteration 6F: 3 clusters Score -2.573934e+07 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -25748650.000000 Penalty: 6091.966309
	Iteration 7F: 3 clusters Score -2.574865e+07 nChanged 14491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158601 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -25758370.000000 Penalty: 6091.966309
	Iteration 8F: 3 clusters Score -2.575837e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -25766702.000000 Penalty: 6091.966309
	Iteration 9F: 3 clusters Score -2.57667e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -25772378.000000 Penalty: 6091.966309
	Iteration 10Q: 3 clusters Score -2.577238e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -25775924.000000 Penalty: 6091.966309
	Iteration 11Q: 3 clusters Score -2.577592e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189152 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -25778060.000000 Penalty: 6091.966309
	Iteration 12Q: 3 clusters Score -2.577806e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -25779030.000000 Penalty: 6091.966309
	Iteration 13Q: 3 clusters Score -2.577903e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194108 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -25779432.000000 Penalty: 6091.966309
	Iteration 14Q: 3 clusters Score -2.577943e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196021 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -25779674.000000 Penalty: 6091.966309
	Iteration 15Q: 3 clusters Score -2.577967e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197695 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -25780000.000000 Penalty: 6091.966309
	Iteration 16Q: 3 clusters Score -2.578e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199162 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -25780152.000000 Penalty: 6091.966309
	Iteration 17Q: 3 clusters Score -2.578015e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200505 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -25780240.000000 Penalty: 6091.966309
	Iteration 18Q: 3 clusters Score -2.578024e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201726 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -25780406.000000 Penalty: 6091.966309
	Iteration 19Q: 3 clusters Score -2.578041e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202793 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -25780500.000000 Penalty: 6091.966309
	Iteration 20F: 3 clusters Score -2.57805e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203752 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -25780696.000000 Penalty: 6091.966309
	Iteration 21Q: 3 clusters Score -2.57807e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204617 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -25780916.000000 Penalty: 6091.966309
	Iteration 22Q: 3 clusters Score -2.578092e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205417 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -25781208.000000 Penalty: 6091.966309
	Iteration 23Q: 3 clusters Score -2.578121e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206179 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -25781324.000000 Penalty: 6091.966309
	Iteration 24Q: 3 clusters Score -2.578132e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206883 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -25781444.000000 Penalty: 6091.966309
	Iteration 25Q: 3 clusters Score -2.578144e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207533 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -25781536.000000 Penalty: 6091.966309
	Iteration 26Q: 3 clusters Score -2.578154e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208121 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -25781620.000000 Penalty: 6091.966309
	Iteration 27Q: 3 clusters Score -2.578162e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208674 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -25781770.000000 Penalty: 6091.966309
	Iteration 28Q: 3 clusters Score -2.578177e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209152 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -25781876.000000 Penalty: 6091.966309
	Iteration 29Q: 3 clusters Score -2.578188e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -25782002.000000 Penalty: 6091.966309
	Iteration 30Q: 3 clusters Score -2.5782e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209962 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -25782092.000000 Penalty: 6091.966309
	Iteration 31Q: 3 clusters Score -2.578209e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210290 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -25782236.000000 Penalty: 6091.966309
	Iteration 32Q: 3 clusters Score -2.578224e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210562 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -25782312.000000 Penalty: 6091.966309
	Iteration 33Q: 3 clusters Score -2.578231e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210781 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -25782312.000000 Penalty: 6091.966309
	Iteration 34Q: 3 clusters Score -2.578231e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210974 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -25782376.000000 Penalty: 6091.966309
	Iteration 35Q: 3 clusters Score -2.578238e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211160 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -25782450.000000 Penalty: 6091.966309
	Iteration 36Q: 3 clusters Score -2.578245e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211319 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -25782532.000000 Penalty: 6091.966309
	Iteration 37Q: 3 clusters Score -2.578253e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211432 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -25782544.000000 Penalty: 6091.966309
	Iteration 38Q: 3 clusters Score -2.578254e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211529 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -25782594.000000 Penalty: 6091.966309
	Iteration 39Q: 3 clusters Score -2.578259e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211625 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -25782580.000000 Penalty: 6091.966309
	Iteration 40F: 3 clusters Score -2.578258e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211730 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -25782642.000000 Penalty: 6091.966309
	Iteration 41Q: 3 clusters Score -2.578264e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211831 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -25782614.000000 Penalty: 6091.966309
	Iteration 42Q: 3 clusters Score -2.578261e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211908 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -25782630.000000 Penalty: 6091.966309
	Iteration 43Q: 3 clusters Score -2.578263e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211968 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -25782644.000000 Penalty: 6091.966309
	Iteration 44Q: 3 clusters Score -2.578264e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212019 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -25782670.000000 Penalty: 6091.966309
	Iteration 45Q: 3 clusters Score -2.578267e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212065 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -25782680.000000 Penalty: 6091.966309
	Iteration 46Q: 3 clusters Score -2.578268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212103 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -25782684.000000 Penalty: 6091.966309
	Iteration 47Q: 3 clusters Score -2.578268e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212130 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -25782656.000000 Penalty: 6091.966309
	Iteration 48Q: 3 clusters Score -2.578266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212154 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -25782676.000000 Penalty: 6091.966309
	Iteration 49Q: 3 clusters Score -2.578268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212179 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -25782728.000000 Penalty: 6091.966309
	Iteration 50Q: 3 clusters Score -2.578273e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212205 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -25782728.000000 Penalty: 6091.966309
	Iteration 51Q: 3 clusters Score -2.578273e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212234 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -25782722.000000 Penalty: 6091.966309
	Iteration 52Q: 3 clusters Score -2.578272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212256 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -25782750.000000 Penalty: 6091.966309
	Iteration 53Q: 3 clusters Score -2.578275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212275 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -25782770.000000 Penalty: 6091.966309
	Iteration 54Q: 3 clusters Score -2.578277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212289 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -25782776.000000 Penalty: 6091.966309
	Iteration 55Q: 3 clusters Score -2.578278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212308 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -25782750.000000 Penalty: 6091.966309
	Iteration 56Q: 3 clusters Score -2.578275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212326 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25782744.000000 Penalty: 6091.966309
	Iteration 57Q: 3 clusters Score -2.578274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212333 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -25782756.000000 Penalty: 6091.966309
	Iteration 58Q: 3 clusters Score -2.578276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212335 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -25782754.000000 Penalty: 6091.966309
	Iteration 59Q: 3 clusters Score -2.578275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212341 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -25782758.000000 Penalty: 6091.966309
	Iteration 60F: 3 clusters Score -2.578276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212350 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -25782750.000000 Penalty: 6091.966309
	Iteration 61Q: 3 clusters Score -2.578275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212362 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -25782750.000000 Penalty: 6091.966309
	Iteration 62Q: 3 clusters Score -2.578275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212374 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -25782738.000000 Penalty: 6091.966309
	Iteration 63Q: 3 clusters Score -2.578274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212387 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -25782726.000000 Penalty: 6091.966309
	Iteration 64Q: 3 clusters Score -2.578273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212396 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -25782732.000000 Penalty: 6091.966309
	Iteration 65Q: 3 clusters Score -2.578273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212406 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -25782750.000000 Penalty: 6091.966309
	Iteration 66Q: 3 clusters Score -2.578275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212419 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -25782756.000000 Penalty: 6091.966309
	Iteration 67Q: 3 clusters Score -2.578276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212433 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -25782762.000000 Penalty: 6091.966309
	Iteration 68Q: 3 clusters Score -2.578276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212452 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -25782768.000000 Penalty: 6091.966309
	Iteration 69Q: 3 clusters Score -2.578277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212466 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -25782780.000000 Penalty: 6091.966309
	Iteration 70Q: 3 clusters Score -2.578278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212473 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -25782788.000000 Penalty: 6091.966309
	Iteration 71Q: 3 clusters Score -2.578279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212484 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -25782774.000000 Penalty: 6091.966309
	Iteration 72Q: 3 clusters Score -2.578277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212491 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -25782780.000000 Penalty: 6091.966309
	Iteration 73Q: 3 clusters Score -2.578278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212497 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -25782768.000000 Penalty: 6091.966309
	Iteration 74Q: 3 clusters Score -2.578277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212505 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -25782752.000000 Penalty: 6091.966309
	Iteration 75Q: 3 clusters Score -2.578275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212514 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -25782776.000000 Penalty: 6091.966309
	Iteration 76Q: 3 clusters Score -2.578278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212517 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -25782784.000000 Penalty: 6091.966309
	Iteration 77Q: 3 clusters Score -2.578278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212520 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -25782776.000000 Penalty: 6091.966309
	Iteration 78Q: 3 clusters Score -2.578278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212530 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -25782780.000000 Penalty: 6091.966309
	Iteration 79Q: 3 clusters Score -2.578278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212540 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -25782776.000000 Penalty: 6091.966309
	Iteration 80F: 3 clusters Score -2.578278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212550 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -25782818.000000 Penalty: 6091.966309
	Iteration 81Q: 3 clusters Score -2.578282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212560 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -25782806.000000 Penalty: 6091.966309
	Iteration 82Q: 3 clusters Score -2.578281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212568 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -25782794.000000 Penalty: 6091.966309
	Iteration 83Q: 3 clusters Score -2.578279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212571 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -25782806.000000 Penalty: 6091.966309
	Iteration 84Q: 3 clusters Score -2.578281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212580 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -25782812.000000 Penalty: 6091.966309
	Iteration 85Q: 3 clusters Score -2.578281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212588 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -25782834.000000 Penalty: 6091.966309
	Iteration 86Q: 3 clusters Score -2.578283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212597 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -25782804.000000 Penalty: 6091.966309
	Iteration 87Q: 3 clusters Score -2.57828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212600 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -25782804.000000 Penalty: 6091.966309
	Iteration 88Q: 3 clusters Score -2.57828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212600 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -25782804.000000 Penalty: 6091.966309
	Iteration 89Q: 3 clusters Score -2.57828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212603 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -25782804.000000 Penalty: 6091.966309
	Iteration 90Q: 3 clusters Score -2.57828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212605 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -25782802.000000 Penalty: 6091.966309
	Iteration 91Q: 3 clusters Score -2.57828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212607 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -25782786.000000 Penalty: 6091.966309
	Iteration 92Q: 3 clusters Score -2.578279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212612 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -25782810.000000 Penalty: 6091.966309
	Iteration 93Q: 3 clusters Score -2.578281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -25782798.000000 Penalty: 6091.966309
	Iteration 94Q: 3 clusters Score -2.57828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212624 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -25782792.000000 Penalty: 6091.966309
	Iteration 95Q: 3 clusters Score -2.578279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212630 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -25782800.000000 Penalty: 6091.966309
	Iteration 96Q: 3 clusters Score -2.57828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212639 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -25782812.000000 Penalty: 6091.966309
	Iteration 97Q: 3 clusters Score -2.578281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212647 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -25782818.000000 Penalty: 6091.966309
	Iteration 98Q: 3 clusters Score -2.578282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212650 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -25782818.000000 Penalty: 6091.966309
	Iteration 99Q: 3 clusters Score -2.578282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212651 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -25782822.000000 Penalty: 6091.966309
	Iteration 100F: 3 clusters Score -2.578282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212653 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -25782798.000000 Penalty: 6091.966309
	Iteration 101Q: 3 clusters Score -2.57828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212654 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -25782808.000000 Penalty: 6091.966309
	Iteration 102Q: 3 clusters Score -2.578281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212654 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -25782808.000000 Penalty: 6091.966309
	Iteration 103F: 3 clusters Score -2.578281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Entering Unmasked Estep 
Score: -8818023.000000 Penalty: 2781.544678
	Iteration 0F: 2 clusters Score -8818023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -8768147.000000 Penalty: 5563.089355
	Iteration 0F: 3 clusters Score -8768147 nChanged 35006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -8788240.000000 Penalty: 5563.089355
	Iteration 1F: 3 clusters Score -8788240 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8789253.000000 Penalty: 5563.089355
	Iteration 2Q: 3 clusters Score -8789253 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -8790420.000000 Penalty: 5563.089355
	Iteration 3Q: 3 clusters Score -8790420 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -8791736.000000 Penalty: 5563.089355
	Iteration 4Q: 3 clusters Score -8791736 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -8793244.000000 Penalty: 5563.089355
	Iteration 5Q: 3 clusters Score -8793244 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -8794889.000000 Penalty: 5563.089355
	Iteration 6Q: 3 clusters Score -8794889 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -8796555.000000 Penalty: 5563.089355
	Iteration 7Q: 3 clusters Score -8796555 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -8797956.000000 Penalty: 5563.089355
	Iteration 8Q: 3 clusters Score -8797956 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8799261.000000 Penalty: 5563.089355
	Iteration 9Q: 3 clusters Score -8799261 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8800309.000000 Penalty: 5563.089355
	Iteration 10Q: 3 clusters Score -8800309 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8801291.000000 Penalty: 5563.089355
	Iteration 11Q: 3 clusters Score -8801291 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8802284.000000 Penalty: 5563.089355
	Iteration 12Q: 3 clusters Score -8802284 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -8803417.000000 Penalty: 5563.089355
	Iteration 13Q: 3 clusters Score -8803417 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -8804698.000000 Penalty: 5563.089355
	Iteration 14Q: 3 clusters Score -8804698 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -8806025.000000 Penalty: 5563.089355
	Iteration 15Q: 3 clusters Score -8806025 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -8807409.000000 Penalty: 5563.089355
	Iteration 16Q: 3 clusters Score -8807409 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -8808784.000000 Penalty: 5563.089355
	Iteration 17Q: 3 clusters Score -8808784 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -8809955.000000 Penalty: 5563.089355
	Iteration 18Q: 3 clusters Score -8809955 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -8810986.000000 Penalty: 5563.089355
	Iteration 19Q: 3 clusters Score -8810986 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -8811773.000000 Penalty: 5563.089355
	Iteration 20F: 3 clusters Score -8811773 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -8812452.000000 Penalty: 5563.089355
	Iteration 21Q: 3 clusters Score -8812452 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -8812979.000000 Penalty: 5563.089355
	Iteration 22Q: 3 clusters Score -8812979 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -8813420.000000 Penalty: 5563.089355
	Iteration 23Q: 3 clusters Score -8813420 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -8813862.000000 Penalty: 5563.089355
	Iteration 24Q: 3 clusters Score -8813862 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -8814304.000000 Penalty: 5563.089355
	Iteration 25Q: 3 clusters Score -8814304 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -8814620.000000 Penalty: 5563.089355
	Iteration 26Q: 3 clusters Score -8814620 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -8814902.000000 Penalty: 5563.089355
	Iteration 27Q: 3 clusters Score -8814902 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -8815141.000000 Penalty: 5563.089355
	Iteration 28Q: 3 clusters Score -8815141 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -8815352.000000 Penalty: 5563.089355
	Iteration 29Q: 3 clusters Score -8815352 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -8815497.000000 Penalty: 5563.089355
	Iteration 30Q: 3 clusters Score -8815497 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -8815618.000000 Penalty: 5563.089355
	Iteration 31Q: 3 clusters Score -8815618 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -8815716.000000 Penalty: 5563.089355
	Iteration 32Q: 3 clusters Score -8815716 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -8815792.000000 Penalty: 5563.089355
	Iteration 33Q: 3 clusters Score -8815792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -8815860.000000 Penalty: 5563.089355
	Iteration 34Q: 3 clusters Score -8815860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -8815917.000000 Penalty: 5563.089355
	Iteration 35Q: 3 clusters Score -8815917 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -8815960.000000 Penalty: 5563.089355
	Iteration 36Q: 3 clusters Score -8815960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -8815991.000000 Penalty: 5563.089355
	Iteration 37Q: 3 clusters Score -8815991 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -8816046.000000 Penalty: 5563.089355
	Iteration 38Q: 3 clusters Score -8816046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -8816063.000000 Penalty: 5563.089355
	Iteration 39Q: 3 clusters Score -8816063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -8816098.000000 Penalty: 5563.089355
	Iteration 40F: 3 clusters Score -8816098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -8816114.000000 Penalty: 5563.089355
	Iteration 41Q: 3 clusters Score -8816114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -8816132.000000 Penalty: 5563.089355
	Iteration 42Q: 3 clusters Score -8816132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -8816146.000000 Penalty: 5563.089355
	Iteration 43Q: 3 clusters Score -8816146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -8816164.000000 Penalty: 5563.089355
	Iteration 44Q: 3 clusters Score -8816164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -8816172.000000 Penalty: 5563.089355
	Iteration 45Q: 3 clusters Score -8816172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -8816186.000000 Penalty: 5563.089355
	Iteration 46Q: 3 clusters Score -8816186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -8816212.000000 Penalty: 5563.089355
	Iteration 47Q: 3 clusters Score -8816212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -8816216.000000 Penalty: 5563.089355
	Iteration 48Q: 3 clusters Score -8816216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -8816227.000000 Penalty: 5563.089355
	Iteration 49Q: 3 clusters Score -8816227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -8816232.000000 Penalty: 5563.089355
	Iteration 50Q: 3 clusters Score -8816232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -8816234.000000 Penalty: 5563.089355
	Iteration 51Q: 3 clusters Score -8816234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -8816234.000000 Penalty: 5563.089355
	Iteration 52Q: 3 clusters Score -8816234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -8816248.000000 Penalty: 5563.089355
	Iteration 53Q: 3 clusters Score -8816248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -8816252.000000 Penalty: 5563.089355
	Iteration 54Q: 3 clusters Score -8816252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -8816255.000000 Penalty: 5563.089355
	Iteration 55Q: 3 clusters Score -8816255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -8816258.000000 Penalty: 5563.089355
	Iteration 56Q: 3 clusters Score -8816258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -8816254.000000 Penalty: 5563.089355
	Iteration 57Q: 3 clusters Score -8816254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -8816250.000000 Penalty: 5563.089355
	Iteration 58Q: 3 clusters Score -8816250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -8816250.000000 Penalty: 5563.089355
	Iteration 59F: 3 clusters Score -8816250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Entering Unmasked Estep 
Score: -865820.375000 Penalty: 2205.128906
	Iteration 0F: 2 clusters Score -865820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -859869.625000 Penalty: 4410.257812
	Iteration 0F: 3 clusters Score -859869.6 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -861498.812500 Penalty: 4410.257812
	Iteration 1F: 3 clusters Score -861498.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -861818.250000 Penalty: 4410.257812
	Iteration 2F: 3 clusters Score -861818.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -862077.500000 Penalty: 4410.257812
	Iteration 3F: 3 clusters Score -862077.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -862319.687500 Penalty: 4410.257812
	Iteration 4Q: 3 clusters Score -862319.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -862567.312500 Penalty: 4410.257812
	Iteration 5F: 3 clusters Score -862567.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -862849.000000 Penalty: 4410.257812
	Iteration 6F: 3 clusters Score -862849 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -863157.937500 Penalty: 4410.257812
	Iteration 7F: 3 clusters Score -863157.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -863440.375000 Penalty: 4410.257812
	Iteration 8Q: 3 clusters Score -863440.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -863683.437500 Penalty: 4410.257812
	Iteration 9Q: 3 clusters Score -863683.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -863847.375000 Penalty: 4410.257812
	Iteration 10Q: 3 clusters Score -863847.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -863970.437500 Penalty: 4410.257812
	Iteration 11Q: 3 clusters Score -863970.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -864050.937500 Penalty: 4410.257812
	Iteration 12Q: 3 clusters Score -864050.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -864100.750000 Penalty: 4410.257812
	Iteration 13Q: 3 clusters Score -864100.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -864138.625000 Penalty: 4410.257812
	Iteration 14Q: 3 clusters Score -864138.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -864175.250000 Penalty: 4410.257812
	Iteration 15Q: 3 clusters Score -864175.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -864196.437500 Penalty: 4410.257812
	Iteration 16Q: 3 clusters Score -864196.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -864216.937500 Penalty: 4410.257812
	Iteration 17Q: 3 clusters Score -864216.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -864229.562500 Penalty: 4410.257812
	Iteration 18Q: 3 clusters Score -864229.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -864240.000000 Penalty: 4410.257812
	Iteration 19Q: 3 clusters Score -864240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -864246.187500 Penalty: 4410.257812
	Iteration 20F: 3 clusters Score -864246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -864255.437500 Penalty: 4410.257812
	Iteration 21Q: 3 clusters Score -864255.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -864260.125000 Penalty: 4410.257812
	Iteration 22Q: 3 clusters Score -864260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -864263.500000 Penalty: 4410.257812
	Iteration 23Q: 3 clusters Score -864263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -864262.687500 Penalty: 4410.257812
	Iteration 24Q: 3 clusters Score -864262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -864264.562500 Penalty: 4410.257812
	Iteration 25Q: 3 clusters Score -864264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -864264.125000 Penalty: 4410.257812
	Iteration 26Q: 3 clusters Score -864264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -864265.000000 Penalty: 4410.257812
	Iteration 27Q: 3 clusters Score -864265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -864265.875000 Penalty: 4410.257812
	Iteration 28Q: 3 clusters Score -864265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -864265.875000 Penalty: 4410.257812
	Iteration 29F: 3 clusters Score -864265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Entering Unmasked Estep 
Score: -4456064.000000 Penalty: 2632.736572
	Iteration 0F: 2 clusters Score -4456064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -4428559.500000 Penalty: 5265.473145
	Iteration 0F: 3 clusters Score -4428560 nChanged 18735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4440363.000000 Penalty: 5265.473145
	Iteration 1F: 3 clusters Score -4440363 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4442628.000000 Penalty: 5265.473145
	Iteration 2F: 3 clusters Score -4442628 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -4445281.500000 Penalty: 5265.473145
	Iteration 3F: 3 clusters Score -4445282 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4448098.000000 Penalty: 5265.473145
	Iteration 4F: 3 clusters Score -4448098 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -4450412.000000 Penalty: 5265.473145
	Iteration 5F: 3 clusters Score -4450412 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4452046.000000 Penalty: 5265.473145
	Iteration 6F: 3 clusters Score -4452046 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -4453069.500000 Penalty: 5265.473145
	Iteration 7Q: 3 clusters Score -4453070 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4453668.000000 Penalty: 5265.473145
	Iteration 8Q: 3 clusters Score -4453668 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -4454103.000000 Penalty: 5265.473145
	Iteration 9Q: 3 clusters Score -4454103 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4454442.000000 Penalty: 5265.473145
	Iteration 10Q: 3 clusters Score -4454442 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4454683.500000 Penalty: 5265.473145
	Iteration 11Q: 3 clusters Score -4454684 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -4454886.000000 Penalty: 5265.473145
	Iteration 12Q: 3 clusters Score -4454886 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4455093.000000 Penalty: 5265.473145
	Iteration 13Q: 3 clusters Score -4455093 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4455275.500000 Penalty: 5265.473145
	Iteration 14Q: 3 clusters Score -4455276 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4455434.000000 Penalty: 5265.473145
	Iteration 15Q: 3 clusters Score -4455434 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4455596.500000 Penalty: 5265.473145
	Iteration 16Q: 3 clusters Score -4455596 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -4455697.000000 Penalty: 5265.473145
	Iteration 17Q: 3 clusters Score -4455697 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4455811.000000 Penalty: 5265.473145
	Iteration 18Q: 3 clusters Score -4455811 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4455877.500000 Penalty: 5265.473145
	Iteration 19Q: 3 clusters Score -4455878 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4455972.000000 Penalty: 5265.473145
	Iteration 20F: 3 clusters Score -4455972 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4456074.000000 Penalty: 5265.473145
	Iteration 21Q: 3 clusters Score -4456074 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4456152.500000 Penalty: 5265.473145
	Iteration 22Q: 3 clusters Score -4456152 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4456243.000000 Penalty: 5265.473145
	Iteration 23Q: 3 clusters Score -4456243 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4456301.500000 Penalty: 5265.473145
	Iteration 24Q: 3 clusters Score -4456302 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4456370.500000 Penalty: 5265.473145
	Iteration 25Q: 3 clusters Score -4456370 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4456447.000000 Penalty: 5265.473145
	Iteration 26Q: 3 clusters Score -4456447 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4456504.500000 Penalty: 5265.473145
	Iteration 27Q: 3 clusters Score -4456504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4456545.500000 Penalty: 5265.473145
	Iteration 28Q: 3 clusters Score -4456546 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4456592.000000 Penalty: 5265.473145
	Iteration 29Q: 3 clusters Score -4456592 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4456655.000000 Penalty: 5265.473145
	Iteration 30Q: 3 clusters Score -4456655 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4456715.000000 Penalty: 5265.473145
	Iteration 31Q: 3 clusters Score -4456715 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4456741.000000 Penalty: 5265.473145
	Iteration 32Q: 3 clusters Score -4456741 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4456780.500000 Penalty: 5265.473145
	Iteration 33Q: 3 clusters Score -4456780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4456824.500000 Penalty: 5265.473145
	Iteration 34Q: 3 clusters Score -4456824 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -4456880.000000 Penalty: 5265.473145
	Iteration 35Q: 3 clusters Score -4456880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4456922.500000 Penalty: 5265.473145
	Iteration 36Q: 3 clusters Score -4456922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4456965.500000 Penalty: 5265.473145
	Iteration 37Q: 3 clusters Score -4456966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4456996.500000 Penalty: 5265.473145
	Iteration 38Q: 3 clusters Score -4456996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4457012.000000 Penalty: 5265.473145
	Iteration 39Q: 3 clusters Score -4457012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4457016.500000 Penalty: 5265.473145
	Iteration 40F: 3 clusters Score -4457016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4457030.500000 Penalty: 5265.473145
	Iteration 41Q: 3 clusters Score -4457030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4457078.500000 Penalty: 5265.473145
	Iteration 42Q: 3 clusters Score -4457078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4457111.000000 Penalty: 5265.473145
	Iteration 43Q: 3 clusters Score -4457111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4457133.000000 Penalty: 5265.473145
	Iteration 44Q: 3 clusters Score -4457133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -4457170.000000 Penalty: 5265.473145
	Iteration 45Q: 3 clusters Score -4457170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4457209.000000 Penalty: 5265.473145
	Iteration 46Q: 3 clusters Score -4457209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4457259.000000 Penalty: 5265.473145
	Iteration 47Q: 3 clusters Score -4457259 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4457319.500000 Penalty: 5265.473145
	Iteration 48Q: 3 clusters Score -4457320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4457369.000000 Penalty: 5265.473145
	Iteration 49Q: 3 clusters Score -4457369 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4457403.000000 Penalty: 5265.473145
	Iteration 50Q: 3 clusters Score -4457403 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4457437.000000 Penalty: 5265.473145
	Iteration 51Q: 3 clusters Score -4457437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4457462.000000 Penalty: 5265.473145
	Iteration 52Q: 3 clusters Score -4457462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4457484.500000 Penalty: 5265.473145
	Iteration 53Q: 3 clusters Score -4457484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4457538.000000 Penalty: 5265.473145
	Iteration 54Q: 3 clusters Score -4457538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -4457588.000000 Penalty: 5265.473145
	Iteration 55Q: 3 clusters Score -4457588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4457611.500000 Penalty: 5265.473145
	Iteration 56Q: 3 clusters Score -4457612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4457647.000000 Penalty: 5265.473145
	Iteration 57Q: 3 clusters Score -4457647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4457682.000000 Penalty: 5265.473145
	Iteration 58Q: 3 clusters Score -4457682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4457699.000000 Penalty: 5265.473145
	Iteration 59Q: 3 clusters Score -4457699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4457714.500000 Penalty: 5265.473145
	Iteration 60F: 3 clusters Score -4457714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4457734.000000 Penalty: 5265.473145
	Iteration 61Q: 3 clusters Score -4457734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4457750.000000 Penalty: 5265.473145
	Iteration 62Q: 3 clusters Score -4457750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4457758.000000 Penalty: 5265.473145
	Iteration 63Q: 3 clusters Score -4457758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4457757.500000 Penalty: 5265.473145
	Iteration 64Q: 3 clusters Score -4457758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4457776.500000 Penalty: 5265.473145
	Iteration 65Q: 3 clusters Score -4457776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4457776.500000 Penalty: 5265.473145
	Iteration 66Q: 3 clusters Score -4457776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4457775.500000 Penalty: 5265.473145
	Iteration 67Q: 3 clusters Score -4457776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -4457778.500000 Penalty: 5265.473145
	Iteration 68Q: 3 clusters Score -4457778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4457778.000000 Penalty: 5265.473145
	Iteration 69Q: 3 clusters Score -4457778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4457779.500000 Penalty: 5265.473145
	Iteration 70Q: 3 clusters Score -4457780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4457781.500000 Penalty: 5265.473145
	Iteration 71Q: 3 clusters Score -4457782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4457799.000000 Penalty: 5265.473145
	Iteration 72Q: 3 clusters Score -4457799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4457797.000000 Penalty: 5265.473145
	Iteration 73Q: 3 clusters Score -4457797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4457799.500000 Penalty: 5265.473145
	Iteration 74Q: 3 clusters Score -4457800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4457797.000000 Penalty: 5265.473145
	Iteration 75Q: 3 clusters Score -4457797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4457797.000000 Penalty: 5265.473145
	Iteration 76Q: 3 clusters Score -4457797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4457794.000000 Penalty: 5265.473145
	Iteration 77Q: 3 clusters Score -4457794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4457794.500000 Penalty: 5265.473145
	Iteration 78Q: 3 clusters Score -4457794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4457801.500000 Penalty: 5265.473145
	Iteration 79Q: 3 clusters Score -4457802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4457799.500000 Penalty: 5265.473145
	Iteration 80F: 3 clusters Score -4457800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 30127 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 159571 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 228543 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 36320 members 
Entering Unmasked Estep 
Score: -205380592.000000 Penalty: 78539.031250
Splitting cluster 9 changes total score from -205379680.000000 to -205380592.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (32362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Entering Unmasked Estep 
Score: -3639349.250000 Penalty: 2575.415527
	Iteration 0F: 2 clusters Score -3639349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3617318.000000 Penalty: 5150.831055
	Iteration 0F: 3 clusters Score -3617318 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3627370.000000 Penalty: 5150.831055
	Iteration 1F: 3 clusters Score -3627370 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3630066.000000 Penalty: 5150.831055
	Iteration 2F: 3 clusters Score -3630066 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3633389.250000 Penalty: 5150.831055
	Iteration 3F: 3 clusters Score -3633389 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3636550.000000 Penalty: 5150.831055
	Iteration 4F: 3 clusters Score -3636550 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3638602.750000 Penalty: 5150.831055
	Iteration 5F: 3 clusters Score -3638603 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3639590.250000 Penalty: 5150.831055
	Iteration 6F: 3 clusters Score -3639590 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3640124.000000 Penalty: 5150.831055
	Iteration 7Q: 3 clusters Score -3640124 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3640481.250000 Penalty: 5150.831055
	Iteration 8Q: 3 clusters Score -3640481 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3640714.750000 Penalty: 5150.831055
	Iteration 9Q: 3 clusters Score -3640715 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3640883.250000 Penalty: 5150.831055
	Iteration 10Q: 3 clusters Score -3640883 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3640989.750000 Penalty: 5150.831055
	Iteration 11Q: 3 clusters Score -3640990 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3641060.750000 Penalty: 5150.831055
	Iteration 12Q: 3 clusters Score -3641061 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3641144.750000 Penalty: 5150.831055
	Iteration 13Q: 3 clusters Score -3641145 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3641196.000000 Penalty: 5150.831055
	Iteration 14Q: 3 clusters Score -3641196 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3641228.000000 Penalty: 5150.831055
	Iteration 15Q: 3 clusters Score -3641228 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3641291.750000 Penalty: 5150.831055
	Iteration 16Q: 3 clusters Score -3641292 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3641323.500000 Penalty: 5150.831055
	Iteration 17Q: 3 clusters Score -3641324 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3641364.500000 Penalty: 5150.831055
	Iteration 18Q: 3 clusters Score -3641364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3641385.750000 Penalty: 5150.831055
	Iteration 19Q: 3 clusters Score -3641386 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3641389.250000 Penalty: 5150.831055
	Iteration 20F: 3 clusters Score -3641389 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3641407.750000 Penalty: 5150.831055
	Iteration 21Q: 3 clusters Score -3641408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3641433.250000 Penalty: 5150.831055
	Iteration 22Q: 3 clusters Score -3641433 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3641441.750000 Penalty: 5150.831055
	Iteration 23Q: 3 clusters Score -3641442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3641462.750000 Penalty: 5150.831055
	Iteration 24Q: 3 clusters Score -3641463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3641473.250000 Penalty: 5150.831055
	Iteration 25Q: 3 clusters Score -3641473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3641488.250000 Penalty: 5150.831055
	Iteration 26Q: 3 clusters Score -3641488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3641497.750000 Penalty: 5150.831055
	Iteration 27Q: 3 clusters Score -3641498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3641499.000000 Penalty: 5150.831055
	Iteration 28Q: 3 clusters Score -3641499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3641506.750000 Penalty: 5150.831055
	Iteration 29Q: 3 clusters Score -3641507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3641517.000000 Penalty: 5150.831055
	Iteration 30Q: 3 clusters Score -3641517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3641528.750000 Penalty: 5150.831055
	Iteration 31Q: 3 clusters Score -3641529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3641532.750000 Penalty: 5150.831055
	Iteration 32Q: 3 clusters Score -3641533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -3641534.000000 Penalty: 5150.831055
	Iteration 33Q: 3 clusters Score -3641534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3641539.500000 Penalty: 5150.831055
	Iteration 34Q: 3 clusters Score -3641540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3641535.000000 Penalty: 5150.831055
	Iteration 35Q: 3 clusters Score -3641535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3641541.250000 Penalty: 5150.831055
	Iteration 36Q: 3 clusters Score -3641541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3641537.750000 Penalty: 5150.831055
	Iteration 37Q: 3 clusters Score -3641538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3641543.500000 Penalty: 5150.831055
	Iteration 38Q: 3 clusters Score -3641544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3641543.750000 Penalty: 5150.831055
	Iteration 39Q: 3 clusters Score -3641544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3641552.500000 Penalty: 5150.831055
	Iteration 40F: 3 clusters Score -3641552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3641559.500000 Penalty: 5150.831055
	Iteration 41Q: 3 clusters Score -3641560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3641563.250000 Penalty: 5150.831055
	Iteration 42Q: 3 clusters Score -3641563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3641565.000000 Penalty: 5150.831055
	Iteration 43Q: 3 clusters Score -3641565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3641563.000000 Penalty: 5150.831055
	Iteration 44Q: 3 clusters Score -3641563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3641574.250000 Penalty: 5150.831055
	Iteration 45Q: 3 clusters Score -3641574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3641569.250000 Penalty: 5150.831055
	Iteration 46Q: 3 clusters Score -3641569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3641568.500000 Penalty: 5150.831055
	Iteration 47Q: 3 clusters Score -3641568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3641568.000000 Penalty: 5150.831055
	Iteration 48Q: 3 clusters Score -3641568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3641571.750000 Penalty: 5150.831055
	Iteration 49Q: 3 clusters Score -3641572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3641567.750000 Penalty: 5150.831055
	Iteration 50Q: 3 clusters Score -3641568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3641580.750000 Penalty: 5150.831055
	Iteration 51Q: 3 clusters Score -3641581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3641584.750000 Penalty: 5150.831055
	Iteration 52Q: 3 clusters Score -3641585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3641588.000000 Penalty: 5150.831055
	Iteration 53Q: 3 clusters Score -3641588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3641588.000000 Penalty: 5150.831055
	Iteration 54Q: 3 clusters Score -3641588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3641585.000000 Penalty: 5150.831055
	Iteration 55Q: 3 clusters Score -3641585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3641589.750000 Penalty: 5150.831055
	Iteration 56Q: 3 clusters Score -3641590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3641599.500000 Penalty: 5150.831055
	Iteration 57Q: 3 clusters Score -3641600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3641596.000000 Penalty: 5150.831055
	Iteration 58Q: 3 clusters Score -3641596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3641595.000000 Penalty: 5150.831055
	Iteration 59Q: 3 clusters Score -3641595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3641595.250000 Penalty: 5150.831055
	Iteration 60F: 3 clusters Score -3641595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3641591.000000 Penalty: 5150.831055
	Iteration 61Q: 3 clusters Score -3641591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3641593.000000 Penalty: 5150.831055
	Iteration 62Q: 3 clusters Score -3641593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -3641595.250000 Penalty: 5150.831055
	Iteration 63Q: 3 clusters Score -3641595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3641594.250000 Penalty: 5150.831055
	Iteration 64Q: 3 clusters Score -3641594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -3641596.250000 Penalty: 5150.831055
	Iteration 65Q: 3 clusters Score -3641596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3641598.000000 Penalty: 5150.831055
	Iteration 66Q: 3 clusters Score -3641598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3641598.500000 Penalty: 5150.831055
	Iteration 67Q: 3 clusters Score -3641598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3641598.500000 Penalty: 5150.831055
	Iteration 68F: 3 clusters Score -3641598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 30127 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 159571 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 228543 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 36320 members 
Mstep: Class 23 contains 29042 members 
Entering Unmasked Estep 
Score: -205377600.000000 Penalty: 82108.992188
Splitting cluster 10 changes total score from -205379680.000000 to -205377600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (235225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235225 members 
Entering Unmasked Estep 
Score: -28105758.000000 Penalty: 3067.337891
	Iteration 0F: 2 clusters Score -2.810576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 117867 members 
Entering Unmasked Estep 
Score: -27968514.000000 Penalty: 6134.675781
	Iteration 0F: 3 clusters Score -2.796851e+07 nChanged 113200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111772 members 
Mstep: Class 2 contains 123453 members 
Entering Unmasked Estep 
Score: -28034650.000000 Penalty: 6134.675781
	Iteration 1F: 3 clusters Score -2.803465e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107976 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -28036798.000000 Penalty: 6134.675781
	Iteration 2Q: 3 clusters Score -2.80368e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101860 members 
Mstep: Class 2 contains 133365 members 
Entering Unmasked Estep 
Score: -28040638.000000 Penalty: 6134.675781
	Iteration 3Q: 3 clusters Score -2.804064e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 142556 members 
Entering Unmasked Estep 
Score: -28046608.000000 Penalty: 6134.675781
	Iteration 4F: 3 clusters Score -2.804661e+07 nChanged 15370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 155608 members 
Entering Unmasked Estep 
Score: -28055966.000000 Penalty: 6134.675781
	Iteration 5F: 3 clusters Score -2.805597e+07 nChanged 18554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -28068152.000000 Penalty: 6134.675781
	Iteration 6F: 3 clusters Score -2.806815e+07 nChanged 19338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 190968 members 
Entering Unmasked Estep 
Score: -28079852.000000 Penalty: 6134.675781
	Iteration 7F: 3 clusters Score -2.807985e+07 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 205908 members 
Entering Unmasked Estep 
Score: -28089504.000000 Penalty: 6134.675781
	Iteration 8F: 3 clusters Score -2.80895e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 215808 members 
Entering Unmasked Estep 
Score: -28095028.000000 Penalty: 6134.675781
	Iteration 9Q: 3 clusters Score -2.809503e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 222021 members 
Entering Unmasked Estep 
Score: -28097992.000000 Penalty: 6134.675781
	Iteration 10Q: 3 clusters Score -2.809799e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 226007 members 
Entering Unmasked Estep 
Score: -28099926.000000 Penalty: 6134.675781
	Iteration 11Q: 3 clusters Score -2.809993e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 228690 members 
Entering Unmasked Estep 
Score: -28101156.000000 Penalty: 6134.675781
	Iteration 12Q: 3 clusters Score -2.810116e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 230460 members 
Entering Unmasked Estep 
Score: -28102006.000000 Penalty: 6134.675781
	Iteration 13Q: 3 clusters Score -2.810201e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 231610 members 
Entering Unmasked Estep 
Score: -28102716.000000 Penalty: 6134.675781
	Iteration 14Q: 3 clusters Score -2.810272e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 232367 members 
Entering Unmasked Estep 
Score: -28103142.000000 Penalty: 6134.675781
	Iteration 15Q: 3 clusters Score -2.810314e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 232881 members 
Entering Unmasked Estep 
Score: -28103498.000000 Penalty: 6134.675781
	Iteration 16Q: 3 clusters Score -2.81035e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 233189 members 
Entering Unmasked Estep 
Score: -28103788.000000 Penalty: 6134.675781
	Iteration 17Q: 3 clusters Score -2.810379e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 233377 members 
Entering Unmasked Estep 
Score: -28103998.000000 Penalty: 6134.675781
	Iteration 18Q: 3 clusters Score -2.8104e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 233494 members 
Entering Unmasked Estep 
Score: -28104244.000000 Penalty: 6134.675781
	Iteration 19Q: 3 clusters Score -2.810424e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 233570 members 
Entering Unmasked Estep 
Score: -28104500.000000 Penalty: 6134.675781
	Iteration 20F: 3 clusters Score -2.81045e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 233609 members 
Entering Unmasked Estep 
Score: -28104640.000000 Penalty: 6134.675781
	Iteration 21Q: 3 clusters Score -2.810464e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 233622 members 
Entering Unmasked Estep 
Score: -28104802.000000 Penalty: 6134.675781
	Iteration 22Q: 3 clusters Score -2.81048e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 233617 members 
Entering Unmasked Estep 
Score: -28104858.000000 Penalty: 6134.675781
	Iteration 23Q: 3 clusters Score -2.810486e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 233589 members 
Entering Unmasked Estep 
Score: -28104956.000000 Penalty: 6134.675781
	Iteration 24Q: 3 clusters Score -2.810496e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 233587 members 
Entering Unmasked Estep 
Score: -28105074.000000 Penalty: 6134.675781
	Iteration 25Q: 3 clusters Score -2.810507e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 233594 members 
Entering Unmasked Estep 
Score: -28105098.000000 Penalty: 6134.675781
	Iteration 26Q: 3 clusters Score -2.81051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 233603 members 
Entering Unmasked Estep 
Score: -28105144.000000 Penalty: 6134.675781
	Iteration 27Q: 3 clusters Score -2.810514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 233609 members 
Entering Unmasked Estep 
Score: -28105186.000000 Penalty: 6134.675781
	Iteration 28Q: 3 clusters Score -2.810519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 233606 members 
Entering Unmasked Estep 
Score: -28105188.000000 Penalty: 6134.675781
	Iteration 29Q: 3 clusters Score -2.810519e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 233595 members 
Entering Unmasked Estep 
Score: -28105208.000000 Penalty: 6134.675781
	Iteration 30Q: 3 clusters Score -2.810521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 233582 members 
Entering Unmasked Estep 
Score: -28105214.000000 Penalty: 6134.675781
	Iteration 31Q: 3 clusters Score -2.810521e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 233573 members 
Entering Unmasked Estep 
Score: -28105248.000000 Penalty: 6134.675781
	Iteration 32Q: 3 clusters Score -2.810525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 233563 members 
Entering Unmasked Estep 
Score: -28105232.000000 Penalty: 6134.675781
	Iteration 33Q: 3 clusters Score -2.810523e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 233556 members 
Entering Unmasked Estep 
Score: -28105222.000000 Penalty: 6134.675781
	Iteration 34Q: 3 clusters Score -2.810522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 233550 members 
Entering Unmasked Estep 
Score: -28105244.000000 Penalty: 6134.675781
	Iteration 35Q: 3 clusters Score -2.810524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 233544 members 
Entering Unmasked Estep 
Score: -28105238.000000 Penalty: 6134.675781
	Iteration 36Q: 3 clusters Score -2.810524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 233536 members 
Entering Unmasked Estep 
Score: -28105262.000000 Penalty: 6134.675781
	Iteration 37Q: 3 clusters Score -2.810526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 233529 members 
Entering Unmasked Estep 
Score: -28105258.000000 Penalty: 6134.675781
	Iteration 38Q: 3 clusters Score -2.810526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 233531 members 
Entering Unmasked Estep 
Score: -28105280.000000 Penalty: 6134.675781
	Iteration 39Q: 3 clusters Score -2.810528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 233530 members 
Entering Unmasked Estep 
Score: -28105262.000000 Penalty: 6134.675781
	Iteration 40F: 3 clusters Score -2.810526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 233528 members 
Entering Unmasked Estep 
Score: -28105264.000000 Penalty: 6134.675781
	Iteration 41Q: 3 clusters Score -2.810526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 233522 members 
Entering Unmasked Estep 
Score: -28105266.000000 Penalty: 6134.675781
	Iteration 42Q: 3 clusters Score -2.810527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 233521 members 
Entering Unmasked Estep 
Score: -28105250.000000 Penalty: 6134.675781
	Iteration 43Q: 3 clusters Score -2.810525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 233520 members 
Entering Unmasked Estep 
Score: -28105248.000000 Penalty: 6134.675781
	Iteration 44Q: 3 clusters Score -2.810525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 233518 members 
Entering Unmasked Estep 
Score: -28105268.000000 Penalty: 6134.675781
	Iteration 45Q: 3 clusters Score -2.810527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 233516 members 
Entering Unmasked Estep 
Score: -28105262.000000 Penalty: 6134.675781
	Iteration 46Q: 3 clusters Score -2.810526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 233513 members 
Entering Unmasked Estep 
Score: -28105268.000000 Penalty: 6134.675781
	Iteration 47Q: 3 clusters Score -2.810527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 233511 members 
Entering Unmasked Estep 
Score: -28105274.000000 Penalty: 6134.675781
	Iteration 48Q: 3 clusters Score -2.810527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 233510 members 
Entering Unmasked Estep 
Score: -28105262.000000 Penalty: 6134.675781
	Iteration 49Q: 3 clusters Score -2.810526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 233510 members 
Entering Unmasked Estep 
Score: -28105262.000000 Penalty: 6134.675781
	Iteration 50F: 3 clusters Score -2.810526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (146041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146041 members 
Entering Unmasked Estep 
Score: -17267482.000000 Penalty: 2949.127441
	Iteration 0F: 2 clusters Score -1.726748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -17169826.000000 Penalty: 5898.254883
	Iteration 0F: 3 clusters Score -1.716983e+07 nChanged 69414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -17210980.000000 Penalty: 5898.254883
	Iteration 1F: 3 clusters Score -1.721098e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -17213114.000000 Penalty: 5898.254883
	Iteration 2Q: 3 clusters Score -1.721311e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -17216896.000000 Penalty: 5898.254883
	Iteration 3Q: 3 clusters Score -1.72169e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -17222604.000000 Penalty: 5898.254883
	Iteration 4F: 3 clusters Score -1.72226e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -17230382.000000 Penalty: 5898.254883
	Iteration 5F: 3 clusters Score -1.723038e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -17238850.000000 Penalty: 5898.254883
	Iteration 6F: 3 clusters Score -1.723885e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -17246456.000000 Penalty: 5898.254883
	Iteration 7F: 3 clusters Score -1.724646e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -17252552.000000 Penalty: 5898.254883
	Iteration 8F: 3 clusters Score -1.725255e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 126989 members 
Entering Unmasked Estep 
Score: -17257256.000000 Penalty: 5898.254883
	Iteration 9Q: 3 clusters Score -1.725726e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -17261066.000000 Penalty: 5898.254883
	Iteration 10Q: 3 clusters Score -1.726107e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -17264110.000000 Penalty: 5898.254883
	Iteration 11Q: 3 clusters Score -1.726411e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -17265794.000000 Penalty: 5898.254883
	Iteration 12Q: 3 clusters Score -1.726579e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 131479 members 
Entering Unmasked Estep 
Score: -17266454.000000 Penalty: 5898.254883
	Iteration 13Q: 3 clusters Score -1.726645e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -17266772.000000 Penalty: 5898.254883
	Iteration 14Q: 3 clusters Score -1.726677e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 131551 members 
Entering Unmasked Estep 
Score: -17266924.000000 Penalty: 5898.254883
	Iteration 15Q: 3 clusters Score -1.726692e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 131468 members 
Entering Unmasked Estep 
Score: -17266990.000000 Penalty: 5898.254883
	Iteration 16Q: 3 clusters Score -1.726699e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 131347 members 
Entering Unmasked Estep 
Score: -17267042.000000 Penalty: 5898.254883
	Iteration 17Q: 3 clusters Score -1.726704e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 131220 members 
Entering Unmasked Estep 
Score: -17267060.000000 Penalty: 5898.254883
	Iteration 18Q: 3 clusters Score -1.726706e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -17267084.000000 Penalty: 5898.254883
	Iteration 19Q: 3 clusters Score -1.726708e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -17267106.000000 Penalty: 5898.254883
	Iteration 20F: 3 clusters Score -1.726711e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 130903 members 
Entering Unmasked Estep 
Score: -17267102.000000 Penalty: 5898.254883
	Iteration 21Q: 3 clusters Score -1.72671e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -17267112.000000 Penalty: 5898.254883
	Iteration 22Q: 3 clusters Score -1.726711e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -17267132.000000 Penalty: 5898.254883
	Iteration 23Q: 3 clusters Score -1.726713e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -17267104.000000 Penalty: 5898.254883
	Iteration 24Q: 3 clusters Score -1.72671e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 130521 members 
Entering Unmasked Estep 
Score: -17267116.000000 Penalty: 5898.254883
	Iteration 25Q: 3 clusters Score -1.726712e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 130438 members 
Entering Unmasked Estep 
Score: -17267170.000000 Penalty: 5898.254883
	Iteration 26Q: 3 clusters Score -1.726717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 130357 members 
Entering Unmasked Estep 
Score: -17267146.000000 Penalty: 5898.254883
	Iteration 27Q: 3 clusters Score -1.726715e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 130274 members 
Entering Unmasked Estep 
Score: -17267140.000000 Penalty: 5898.254883
	Iteration 28Q: 3 clusters Score -1.726714e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 130201 members 
Entering Unmasked Estep 
Score: -17267164.000000 Penalty: 5898.254883
	Iteration 29Q: 3 clusters Score -1.726716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 130136 members 
Entering Unmasked Estep 
Score: -17267148.000000 Penalty: 5898.254883
	Iteration 30Q: 3 clusters Score -1.726715e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 130080 members 
Entering Unmasked Estep 
Score: -17267154.000000 Penalty: 5898.254883
	Iteration 31Q: 3 clusters Score -1.726715e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 130009 members 
Entering Unmasked Estep 
Score: -17267118.000000 Penalty: 5898.254883
	Iteration 32Q: 3 clusters Score -1.726712e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 129945 members 
Entering Unmasked Estep 
Score: -17267156.000000 Penalty: 5898.254883
	Iteration 33Q: 3 clusters Score -1.726716e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 129877 members 
Entering Unmasked Estep 
Score: -17267134.000000 Penalty: 5898.254883
	Iteration 34Q: 3 clusters Score -1.726713e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 129815 members 
Entering Unmasked Estep 
Score: -17267128.000000 Penalty: 5898.254883
	Iteration 35Q: 3 clusters Score -1.726713e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 129771 members 
Entering Unmasked Estep 
Score: -17267100.000000 Penalty: 5898.254883
	Iteration 36Q: 3 clusters Score -1.72671e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 129719 members 
Entering Unmasked Estep 
Score: -17267098.000000 Penalty: 5898.254883
	Iteration 37Q: 3 clusters Score -1.72671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 129673 members 
Entering Unmasked Estep 
Score: -17267078.000000 Penalty: 5898.254883
	Iteration 38Q: 3 clusters Score -1.726708e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 129625 members 
Entering Unmasked Estep 
Score: -17267086.000000 Penalty: 5898.254883
	Iteration 39Q: 3 clusters Score -1.726709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -17267110.000000 Penalty: 5898.254883
	Iteration 40F: 3 clusters Score -1.726711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -17267118.000000 Penalty: 5898.254883
	Iteration 41Q: 3 clusters Score -1.726712e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 129514 members 
Entering Unmasked Estep 
Score: -17267132.000000 Penalty: 5898.254883
	Iteration 42Q: 3 clusters Score -1.726713e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 129470 members 
Entering Unmasked Estep 
Score: -17267148.000000 Penalty: 5898.254883
	Iteration 43Q: 3 clusters Score -1.726715e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 129426 members 
Entering Unmasked Estep 
Score: -17267146.000000 Penalty: 5898.254883
	Iteration 44Q: 3 clusters Score -1.726715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 129394 members 
Entering Unmasked Estep 
Score: -17267152.000000 Penalty: 5898.254883
	Iteration 45Q: 3 clusters Score -1.726715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -17267160.000000 Penalty: 5898.254883
	Iteration 46Q: 3 clusters Score -1.726716e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -17267164.000000 Penalty: 5898.254883
	Iteration 47Q: 3 clusters Score -1.726716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 129293 members 
Entering Unmasked Estep 
Score: -17267178.000000 Penalty: 5898.254883
	Iteration 48Q: 3 clusters Score -1.726718e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 129246 members 
Entering Unmasked Estep 
Score: -17267166.000000 Penalty: 5898.254883
	Iteration 49Q: 3 clusters Score -1.726717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 129207 members 
Entering Unmasked Estep 
Score: -17267160.000000 Penalty: 5898.254883
	Iteration 50Q: 3 clusters Score -1.726716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 129178 members 
Entering Unmasked Estep 
Score: -17267182.000000 Penalty: 5898.254883
	Iteration 51Q: 3 clusters Score -1.726718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 129154 members 
Entering Unmasked Estep 
Score: -17267168.000000 Penalty: 5898.254883
	Iteration 52Q: 3 clusters Score -1.726717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 129128 members 
Entering Unmasked Estep 
Score: -17267174.000000 Penalty: 5898.254883
	Iteration 53Q: 3 clusters Score -1.726717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 129098 members 
Entering Unmasked Estep 
Score: -17267174.000000 Penalty: 5898.254883
	Iteration 54Q: 3 clusters Score -1.726717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -17267166.000000 Penalty: 5898.254883
	Iteration 55Q: 3 clusters Score -1.726717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 129046 members 
Entering Unmasked Estep 
Score: -17267166.000000 Penalty: 5898.254883
	Iteration 56Q: 3 clusters Score -1.726717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 129022 members 
Entering Unmasked Estep 
Score: -17267168.000000 Penalty: 5898.254883
	Iteration 57Q: 3 clusters Score -1.726717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -17267168.000000 Penalty: 5898.254883
	Iteration 58Q: 3 clusters Score -1.726717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 128989 members 
Entering Unmasked Estep 
Score: -17267166.000000 Penalty: 5898.254883
	Iteration 59Q: 3 clusters Score -1.726717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 128977 members 
Entering Unmasked Estep 
Score: -17267156.000000 Penalty: 5898.254883
	Iteration 60F: 3 clusters Score -1.726716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -17267160.000000 Penalty: 5898.254883
	Iteration 61Q: 3 clusters Score -1.726716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 128956 members 
Entering Unmasked Estep 
Score: -17267170.000000 Penalty: 5898.254883
	Iteration 62Q: 3 clusters Score -1.726717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -17267184.000000 Penalty: 5898.254883
	Iteration 63Q: 3 clusters Score -1.726718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -17267194.000000 Penalty: 5898.254883
	Iteration 64Q: 3 clusters Score -1.726719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 128919 members 
Entering Unmasked Estep 
Score: -17267210.000000 Penalty: 5898.254883
	Iteration 65Q: 3 clusters Score -1.726721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -17267216.000000 Penalty: 5898.254883
	Iteration 66Q: 3 clusters Score -1.726722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 128891 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 67Q: 3 clusters Score -1.726721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 128871 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 68Q: 3 clusters Score -1.726721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -17267206.000000 Penalty: 5898.254883
	Iteration 69Q: 3 clusters Score -1.726721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 128826 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 70Q: 3 clusters Score -1.726721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -17267218.000000 Penalty: 5898.254883
	Iteration 71Q: 3 clusters Score -1.726722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 128772 members 
Entering Unmasked Estep 
Score: -17267218.000000 Penalty: 5898.254883
	Iteration 72Q: 3 clusters Score -1.726722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 128746 members 
Entering Unmasked Estep 
Score: -17267186.000000 Penalty: 5898.254883
	Iteration 73Q: 3 clusters Score -1.726719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 128721 members 
Entering Unmasked Estep 
Score: -17267192.000000 Penalty: 5898.254883
	Iteration 74Q: 3 clusters Score -1.726719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 128686 members 
Entering Unmasked Estep 
Score: -17267188.000000 Penalty: 5898.254883
	Iteration 75Q: 3 clusters Score -1.726719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -17267200.000000 Penalty: 5898.254883
	Iteration 76Q: 3 clusters Score -1.72672e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 128614 members 
Entering Unmasked Estep 
Score: -17267206.000000 Penalty: 5898.254883
	Iteration 77Q: 3 clusters Score -1.726721e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 128575 members 
Entering Unmasked Estep 
Score: -17267206.000000 Penalty: 5898.254883
	Iteration 78Q: 3 clusters Score -1.726721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 128534 members 
Entering Unmasked Estep 
Score: -17267226.000000 Penalty: 5898.254883
	Iteration 79Q: 3 clusters Score -1.726723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 128492 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 80F: 3 clusters Score -1.726721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 128443 members 
Entering Unmasked Estep 
Score: -17267202.000000 Penalty: 5898.254883
	Iteration 81Q: 3 clusters Score -1.72672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 128390 members 
Entering Unmasked Estep 
Score: -17267188.000000 Penalty: 5898.254883
	Iteration 82Q: 3 clusters Score -1.726719e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 128324 members 
Entering Unmasked Estep 
Score: -17267184.000000 Penalty: 5898.254883
	Iteration 83Q: 3 clusters Score -1.726718e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
Score: -17267174.000000 Penalty: 5898.254883
	Iteration 84Q: 3 clusters Score -1.726717e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 128214 members 
Entering Unmasked Estep 
Score: -17267148.000000 Penalty: 5898.254883
	Iteration 85Q: 3 clusters Score -1.726715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -17267126.000000 Penalty: 5898.254883
	Iteration 86Q: 3 clusters Score -1.726713e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -17267158.000000 Penalty: 5898.254883
	Iteration 87Q: 3 clusters Score -1.726716e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 128057 members 
Entering Unmasked Estep 
Score: -17267152.000000 Penalty: 5898.254883
	Iteration 88Q: 3 clusters Score -1.726715e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 128010 members 
Entering Unmasked Estep 
Score: -17267168.000000 Penalty: 5898.254883
	Iteration 89Q: 3 clusters Score -1.726717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -17267150.000000 Penalty: 5898.254883
	Iteration 90Q: 3 clusters Score -1.726715e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -17267154.000000 Penalty: 5898.254883
	Iteration 91Q: 3 clusters Score -1.726715e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 127816 members 
Entering Unmasked Estep 
Score: -17267152.000000 Penalty: 5898.254883
	Iteration 92Q: 3 clusters Score -1.726715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 127753 members 
Entering Unmasked Estep 
Score: -17267162.000000 Penalty: 5898.254883
	Iteration 93Q: 3 clusters Score -1.726716e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 127688 members 
Entering Unmasked Estep 
Score: -17267178.000000 Penalty: 5898.254883
	Iteration 94Q: 3 clusters Score -1.726718e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 127626 members 
Entering Unmasked Estep 
Score: -17267154.000000 Penalty: 5898.254883
	Iteration 95Q: 3 clusters Score -1.726715e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 127568 members 
Entering Unmasked Estep 
Score: -17267158.000000 Penalty: 5898.254883
	Iteration 96Q: 3 clusters Score -1.726716e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 127513 members 
Entering Unmasked Estep 
Score: -17267156.000000 Penalty: 5898.254883
	Iteration 97Q: 3 clusters Score -1.726716e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 127466 members 
Entering Unmasked Estep 
Score: -17267176.000000 Penalty: 5898.254883
	Iteration 98Q: 3 clusters Score -1.726718e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 127407 members 
Entering Unmasked Estep 
Score: -17267188.000000 Penalty: 5898.254883
	Iteration 99Q: 3 clusters Score -1.726719e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -17267192.000000 Penalty: 5898.254883
	Iteration 100F: 3 clusters Score -1.726719e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 127266 members 
Entering Unmasked Estep 
Score: -17267220.000000 Penalty: 5898.254883
	Iteration 101Q: 3 clusters Score -1.726722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 127194 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 102Q: 3 clusters Score -1.726721e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -17267202.000000 Penalty: 5898.254883
	Iteration 103Q: 3 clusters Score -1.72672e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -17267226.000000 Penalty: 5898.254883
	Iteration 104Q: 3 clusters Score -1.726723e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 126942 members 
Entering Unmasked Estep 
Score: -17267230.000000 Penalty: 5898.254883
	Iteration 105Q: 3 clusters Score -1.726723e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -17267216.000000 Penalty: 5898.254883
	Iteration 106Q: 3 clusters Score -1.726722e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 126814 members 
Entering Unmasked Estep 
Score: -17267206.000000 Penalty: 5898.254883
	Iteration 107Q: 3 clusters Score -1.726721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 126770 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 108Q: 3 clusters Score -1.726721e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 126725 members 
Entering Unmasked Estep 
Score: -17267192.000000 Penalty: 5898.254883
	Iteration 109Q: 3 clusters Score -1.726719e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -17267210.000000 Penalty: 5898.254883
	Iteration 110Q: 3 clusters Score -1.726721e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 126641 members 
Entering Unmasked Estep 
Score: -17267194.000000 Penalty: 5898.254883
	Iteration 111Q: 3 clusters Score -1.726719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 126604 members 
Entering Unmasked Estep 
Score: -17267162.000000 Penalty: 5898.254883
	Iteration 112Q: 3 clusters Score -1.726716e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
Score: -17267178.000000 Penalty: 5898.254883
	Iteration 113Q: 3 clusters Score -1.726718e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -17267164.000000 Penalty: 5898.254883
	Iteration 114Q: 3 clusters Score -1.726716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -17267164.000000 Penalty: 5898.254883
	Iteration 115Q: 3 clusters Score -1.726716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -17267140.000000 Penalty: 5898.254883
	Iteration 116Q: 3 clusters Score -1.726714e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -17267130.000000 Penalty: 5898.254883
	Iteration 117Q: 3 clusters Score -1.726713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -17267156.000000 Penalty: 5898.254883
	Iteration 118Q: 3 clusters Score -1.726716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 126305 members 
Entering Unmasked Estep 
Score: -17267162.000000 Penalty: 5898.254883
	Iteration 119Q: 3 clusters Score -1.726716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 126263 members 
Entering Unmasked Estep 
Score: -17267144.000000 Penalty: 5898.254883
	Iteration 120F: 3 clusters Score -1.726714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 126223 members 
Entering Unmasked Estep 
Score: -17267160.000000 Penalty: 5898.254883
	Iteration 121Q: 3 clusters Score -1.726716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 126184 members 
Entering Unmasked Estep 
Score: -17267158.000000 Penalty: 5898.254883
	Iteration 122Q: 3 clusters Score -1.726716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -17267156.000000 Penalty: 5898.254883
	Iteration 123Q: 3 clusters Score -1.726716e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 126111 members 
Entering Unmasked Estep 
Score: -17267150.000000 Penalty: 5898.254883
	Iteration 124Q: 3 clusters Score -1.726715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 126083 members 
Entering Unmasked Estep 
Score: -17267170.000000 Penalty: 5898.254883
	Iteration 125Q: 3 clusters Score -1.726717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 126061 members 
Entering Unmasked Estep 
Score: -17267170.000000 Penalty: 5898.254883
	Iteration 126Q: 3 clusters Score -1.726717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -17267172.000000 Penalty: 5898.254883
	Iteration 127Q: 3 clusters Score -1.726717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 126017 members 
Entering Unmasked Estep 
Score: -17267162.000000 Penalty: 5898.254883
	Iteration 128Q: 3 clusters Score -1.726716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -17267186.000000 Penalty: 5898.254883
	Iteration 129Q: 3 clusters Score -1.726719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -17267178.000000 Penalty: 5898.254883
	Iteration 130Q: 3 clusters Score -1.726718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -17267170.000000 Penalty: 5898.254883
	Iteration 131Q: 3 clusters Score -1.726717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 125921 members 
Entering Unmasked Estep 
Score: -17267182.000000 Penalty: 5898.254883
	Iteration 132Q: 3 clusters Score -1.726718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -17267192.000000 Penalty: 5898.254883
	Iteration 133Q: 3 clusters Score -1.726719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -17267192.000000 Penalty: 5898.254883
	Iteration 134Q: 3 clusters Score -1.726719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -17267196.000000 Penalty: 5898.254883
	Iteration 135Q: 3 clusters Score -1.72672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 125794 members 
Entering Unmasked Estep 
Score: -17267190.000000 Penalty: 5898.254883
	Iteration 136Q: 3 clusters Score -1.726719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -17267188.000000 Penalty: 5898.254883
	Iteration 137Q: 3 clusters Score -1.726719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 125731 members 
Entering Unmasked Estep 
Score: -17267196.000000 Penalty: 5898.254883
	Iteration 138Q: 3 clusters Score -1.72672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -17267190.000000 Penalty: 5898.254883
	Iteration 139Q: 3 clusters Score -1.726719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -17267186.000000 Penalty: 5898.254883
	Iteration 140F: 3 clusters Score -1.726719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 125651 members 
Entering Unmasked Estep 
Score: -17267200.000000 Penalty: 5898.254883
	Iteration 141Q: 3 clusters Score -1.72672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -17267188.000000 Penalty: 5898.254883
	Iteration 142Q: 3 clusters Score -1.726719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 125583 members 
Entering Unmasked Estep 
Score: -17267196.000000 Penalty: 5898.254883
	Iteration 143Q: 3 clusters Score -1.72672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 125572 members 
Entering Unmasked Estep 
Score: -17267206.000000 Penalty: 5898.254883
	Iteration 144Q: 3 clusters Score -1.726721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 125557 members 
Entering Unmasked Estep 
Score: -17267216.000000 Penalty: 5898.254883
	Iteration 145Q: 3 clusters Score -1.726722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -17267222.000000 Penalty: 5898.254883
	Iteration 146Q: 3 clusters Score -1.726722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 125539 members 
Entering Unmasked Estep 
Score: -17267216.000000 Penalty: 5898.254883
	Iteration 147Q: 3 clusters Score -1.726722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -17267224.000000 Penalty: 5898.254883
	Iteration 148Q: 3 clusters Score -1.726722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -17267214.000000 Penalty: 5898.254883
	Iteration 149Q: 3 clusters Score -1.726721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 150Q: 3 clusters Score -1.726721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -17267212.000000 Penalty: 5898.254883
	Iteration 151Q: 3 clusters Score -1.726721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 125526 members 
Entering Unmasked Estep 
Score: -17267214.000000 Penalty: 5898.254883
	Iteration 152Q: 3 clusters Score -1.726721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -17267216.000000 Penalty: 5898.254883
	Iteration 153Q: 3 clusters Score -1.726722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -17267220.000000 Penalty: 5898.254883
	Iteration 154Q: 3 clusters Score -1.726722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -17267220.000000 Penalty: 5898.254883
	Iteration 155F: 3 clusters Score -1.726722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Entering Unmasked Estep 
Score: -8072680.000000 Penalty: 2755.750000
	Iteration 0F: 2 clusters Score -8072680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -8027781.000000 Penalty: 5511.500000
	Iteration 0F: 3 clusters Score -8027781 nChanged 31285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -8045268.000000 Penalty: 5511.500000
	Iteration 1F: 3 clusters Score -8045268 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -8045915.500000 Penalty: 5511.500000
	Iteration 2Q: 3 clusters Score -8045916 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -8046550.500000 Penalty: 5511.500000
	Iteration 3Q: 3 clusters Score -8046550 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -8047207.000000 Penalty: 5511.500000
	Iteration 4Q: 3 clusters Score -8047207 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -8048030.500000 Penalty: 5511.500000
	Iteration 5Q: 3 clusters Score -8048030 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -8049130.000000 Penalty: 5511.500000
	Iteration 6Q: 3 clusters Score -8049130 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -8050698.500000 Penalty: 5511.500000
	Iteration 7Q: 3 clusters Score -8050698 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -8052689.500000 Penalty: 5511.500000
	Iteration 8F: 3 clusters Score -8052690 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -8055012.500000 Penalty: 5511.500000
	Iteration 9F: 3 clusters Score -8055012 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -8057269.000000 Penalty: 5511.500000
	Iteration 10F: 3 clusters Score -8057269 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -8059034.000000 Penalty: 5511.500000
	Iteration 11Q: 3 clusters Score -8059034 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -8059992.500000 Penalty: 5511.500000
	Iteration 12Q: 3 clusters Score -8059992 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -8060479.000000 Penalty: 5511.500000
	Iteration 13Q: 3 clusters Score -8060479 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -8060734.000000 Penalty: 5511.500000
	Iteration 14Q: 3 clusters Score -8060734 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -8060876.500000 Penalty: 5511.500000
	Iteration 15Q: 3 clusters Score -8060876 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -8060977.500000 Penalty: 5511.500000
	Iteration 16Q: 3 clusters Score -8060978 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -8061084.500000 Penalty: 5511.500000
	Iteration 17Q: 3 clusters Score -8061084 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -8061219.500000 Penalty: 5511.500000
	Iteration 18Q: 3 clusters Score -8061220 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -8061378.500000 Penalty: 5511.500000
	Iteration 19Q: 3 clusters Score -8061378 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -8061511.500000 Penalty: 5511.500000
	Iteration 20F: 3 clusters Score -8061512 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -8061654.500000 Penalty: 5511.500000
	Iteration 21Q: 3 clusters Score -8061654 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -8061788.500000 Penalty: 5511.500000
	Iteration 22Q: 3 clusters Score -8061788 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8061965.500000 Penalty: 5511.500000
	Iteration 23Q: 3 clusters Score -8061966 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8062099.500000 Penalty: 5511.500000
	Iteration 24Q: 3 clusters Score -8062100 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8062281.500000 Penalty: 5511.500000
	Iteration 25Q: 3 clusters Score -8062282 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8062490.000000 Penalty: 5511.500000
	Iteration 26Q: 3 clusters Score -8062490 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -8062727.500000 Penalty: 5511.500000
	Iteration 27Q: 3 clusters Score -8062728 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -8063018.500000 Penalty: 5511.500000
	Iteration 28Q: 3 clusters Score -8063018 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -8063246.000000 Penalty: 5511.500000
	Iteration 29Q: 3 clusters Score -8063246 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -8063562.500000 Penalty: 5511.500000
	Iteration 30Q: 3 clusters Score -8063562 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -8063901.500000 Penalty: 5511.500000
	Iteration 31Q: 3 clusters Score -8063902 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -8064231.500000 Penalty: 5511.500000
	Iteration 32Q: 3 clusters Score -8064232 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -8064575.000000 Penalty: 5511.500000
	Iteration 33Q: 3 clusters Score -8064575 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -8064966.000000 Penalty: 5511.500000
	Iteration 34Q: 3 clusters Score -8064966 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -8065366.500000 Penalty: 5511.500000
	Iteration 35Q: 3 clusters Score -8065366 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -8065793.000000 Penalty: 5511.500000
	Iteration 36Q: 3 clusters Score -8065793 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -8066252.500000 Penalty: 5511.500000
	Iteration 37Q: 3 clusters Score -8066252 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -8066715.500000 Penalty: 5511.500000
	Iteration 38Q: 3 clusters Score -8066716 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -8067262.500000 Penalty: 5511.500000
	Iteration 39Q: 3 clusters Score -8067262 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -8067816.000000 Penalty: 5511.500000
	Iteration 40F: 3 clusters Score -8067816 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -8068315.000000 Penalty: 5511.500000
	Iteration 41Q: 3 clusters Score -8068315 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -8068795.000000 Penalty: 5511.500000
	Iteration 42Q: 3 clusters Score -8068795 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8069277.000000 Penalty: 5511.500000
	Iteration 43Q: 3 clusters Score -8069277 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8069685.500000 Penalty: 5511.500000
	Iteration 44Q: 3 clusters Score -8069686 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8070078.000000 Penalty: 5511.500000
	Iteration 45Q: 3 clusters Score -8070078 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8070360.000000 Penalty: 5511.500000
	Iteration 46Q: 3 clusters Score -8070360 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8070592.500000 Penalty: 5511.500000
	Iteration 47Q: 3 clusters Score -8070592 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8070787.000000 Penalty: 5511.500000
	Iteration 48Q: 3 clusters Score -8070787 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8070966.000000 Penalty: 5511.500000
	Iteration 49Q: 3 clusters Score -8070966 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8071054.000000 Penalty: 5511.500000
	Iteration 50Q: 3 clusters Score -8071054 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8071114.000000 Penalty: 5511.500000
	Iteration 51Q: 3 clusters Score -8071114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8071155.000000 Penalty: 5511.500000
	Iteration 52Q: 3 clusters Score -8071155 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8071192.500000 Penalty: 5511.500000
	Iteration 53Q: 3 clusters Score -8071192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8071218.000000 Penalty: 5511.500000
	Iteration 54Q: 3 clusters Score -8071218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8071244.000000 Penalty: 5511.500000
	Iteration 55Q: 3 clusters Score -8071244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8071261.000000 Penalty: 5511.500000
	Iteration 56Q: 3 clusters Score -8071261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8071275.500000 Penalty: 5511.500000
	Iteration 57Q: 3 clusters Score -8071276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8071287.000000 Penalty: 5511.500000
	Iteration 58Q: 3 clusters Score -8071287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8071292.000000 Penalty: 5511.500000
	Iteration 59Q: 3 clusters Score -8071292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8071308.000000 Penalty: 5511.500000
	Iteration 60F: 3 clusters Score -8071308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8071331.000000 Penalty: 5511.500000
	Iteration 61Q: 3 clusters Score -8071331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8071336.000000 Penalty: 5511.500000
	Iteration 62Q: 3 clusters Score -8071336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8071335.500000 Penalty: 5511.500000
	Iteration 63Q: 3 clusters Score -8071336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8071337.500000 Penalty: 5511.500000
	Iteration 64Q: 3 clusters Score -8071338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8071340.000000 Penalty: 5511.500000
	Iteration 65Q: 3 clusters Score -8071340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8071345.000000 Penalty: 5511.500000
	Iteration 66Q: 3 clusters Score -8071345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8071338.000000 Penalty: 5511.500000
	Iteration 67Q: 3 clusters Score -8071338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8071341.000000 Penalty: 5511.500000
	Iteration 68Q: 3 clusters Score -8071341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8071333.000000 Penalty: 5511.500000
	Iteration 69Q: 3 clusters Score -8071333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8071343.500000 Penalty: 5511.500000
	Iteration 70Q: 3 clusters Score -8071344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8071349.000000 Penalty: 5511.500000
	Iteration 71Q: 3 clusters Score -8071349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8071341.000000 Penalty: 5511.500000
	Iteration 72Q: 3 clusters Score -8071341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8071339.500000 Penalty: 5511.500000
	Iteration 73Q: 3 clusters Score -8071340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8071342.500000 Penalty: 5511.500000
	Iteration 74Q: 3 clusters Score -8071342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8071343.000000 Penalty: 5511.500000
	Iteration 75Q: 3 clusters Score -8071343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8071337.500000 Penalty: 5511.500000
	Iteration 76Q: 3 clusters Score -8071338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8071345.000000 Penalty: 5511.500000
	Iteration 77Q: 3 clusters Score -8071345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8071335.500000 Penalty: 5511.500000
	Iteration 78Q: 3 clusters Score -8071336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8071335.500000 Penalty: 5511.500000
	Iteration 79F: 3 clusters Score -8071336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Entering Unmasked Estep 
Score: -3292144.000000 Penalty: 2557.667969
	Iteration 0F: 2 clusters Score -3292144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3271561.250000 Penalty: 5115.335938
	Iteration 0F: 3 clusters Score -3271561 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3279656.750000 Penalty: 5115.335938
	Iteration 1F: 3 clusters Score -3279657 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3281040.500000 Penalty: 5115.335938
	Iteration 2F: 3 clusters Score -3281040 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3282727.750000 Penalty: 5115.335938
	Iteration 3F: 3 clusters Score -3282728 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3284715.000000 Penalty: 5115.335938
	Iteration 4F: 3 clusters Score -3284715 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3286634.000000 Penalty: 5115.335938
	Iteration 5F: 3 clusters Score -3286634 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3287932.750000 Penalty: 5115.335938
	Iteration 6F: 3 clusters Score -3287933 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3288727.500000 Penalty: 5115.335938
	Iteration 7Q: 3 clusters Score -3288728 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3289259.250000 Penalty: 5115.335938
	Iteration 8Q: 3 clusters Score -3289259 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3289720.000000 Penalty: 5115.335938
	Iteration 9Q: 3 clusters Score -3289720 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3290014.000000 Penalty: 5115.335938
	Iteration 10Q: 3 clusters Score -3290014 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3290232.750000 Penalty: 5115.335938
	Iteration 11Q: 3 clusters Score -3290233 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3290400.250000 Penalty: 5115.335938
	Iteration 12Q: 3 clusters Score -3290400 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3290558.750000 Penalty: 5115.335938
	Iteration 13Q: 3 clusters Score -3290559 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3290695.500000 Penalty: 5115.335938
	Iteration 14Q: 3 clusters Score -3290696 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3290828.000000 Penalty: 5115.335938
	Iteration 15Q: 3 clusters Score -3290828 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3290934.000000 Penalty: 5115.335938
	Iteration 16Q: 3 clusters Score -3290934 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3291080.250000 Penalty: 5115.335938
	Iteration 17Q: 3 clusters Score -3291080 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3291178.500000 Penalty: 5115.335938
	Iteration 18Q: 3 clusters Score -3291178 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3291298.750000 Penalty: 5115.335938
	Iteration 19Q: 3 clusters Score -3291299 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3291461.250000 Penalty: 5115.335938
	Iteration 20F: 3 clusters Score -3291461 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3291608.250000 Penalty: 5115.335938
	Iteration 21Q: 3 clusters Score -3291608 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3291732.500000 Penalty: 5115.335938
	Iteration 22Q: 3 clusters Score -3291732 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3291833.250000 Penalty: 5115.335938
	Iteration 23Q: 3 clusters Score -3291833 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3291922.500000 Penalty: 5115.335938
	Iteration 24Q: 3 clusters Score -3291922 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3291987.500000 Penalty: 5115.335938
	Iteration 25Q: 3 clusters Score -3291988 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3292045.250000 Penalty: 5115.335938
	Iteration 26Q: 3 clusters Score -3292045 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3292118.750000 Penalty: 5115.335938
	Iteration 27Q: 3 clusters Score -3292119 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3292179.500000 Penalty: 5115.335938
	Iteration 28Q: 3 clusters Score -3292180 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3292250.250000 Penalty: 5115.335938
	Iteration 29Q: 3 clusters Score -3292250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3292349.500000 Penalty: 5115.335938
	Iteration 30Q: 3 clusters Score -3292350 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3292411.250000 Penalty: 5115.335938
	Iteration 31Q: 3 clusters Score -3292411 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3292460.250000 Penalty: 5115.335938
	Iteration 32Q: 3 clusters Score -3292460 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3292506.750000 Penalty: 5115.335938
	Iteration 33Q: 3 clusters Score -3292507 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3292538.750000 Penalty: 5115.335938
	Iteration 34Q: 3 clusters Score -3292539 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3292581.000000 Penalty: 5115.335938
	Iteration 35Q: 3 clusters Score -3292581 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3292634.750000 Penalty: 5115.335938
	Iteration 36Q: 3 clusters Score -3292635 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3292680.250000 Penalty: 5115.335938
	Iteration 37Q: 3 clusters Score -3292680 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3292703.750000 Penalty: 5115.335938
	Iteration 38Q: 3 clusters Score -3292704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3292735.750000 Penalty: 5115.335938
	Iteration 39Q: 3 clusters Score -3292736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3292763.500000 Penalty: 5115.335938
	Iteration 40F: 3 clusters Score -3292764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3292788.250000 Penalty: 5115.335938
	Iteration 41Q: 3 clusters Score -3292788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3292839.500000 Penalty: 5115.335938
	Iteration 42Q: 3 clusters Score -3292840 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3292856.750000 Penalty: 5115.335938
	Iteration 43Q: 3 clusters Score -3292857 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3292874.500000 Penalty: 5115.335938
	Iteration 44Q: 3 clusters Score -3292874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3292887.250000 Penalty: 5115.335938
	Iteration 45Q: 3 clusters Score -3292887 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3292925.500000 Penalty: 5115.335938
	Iteration 46Q: 3 clusters Score -3292926 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3292933.750000 Penalty: 5115.335938
	Iteration 47Q: 3 clusters Score -3292934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3292961.500000 Penalty: 5115.335938
	Iteration 48Q: 3 clusters Score -3292962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3292998.000000 Penalty: 5115.335938
	Iteration 49Q: 3 clusters Score -3292998 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3293034.000000 Penalty: 5115.335938
	Iteration 50Q: 3 clusters Score -3293034 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3293073.250000 Penalty: 5115.335938
	Iteration 51Q: 3 clusters Score -3293073 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3293115.250000 Penalty: 5115.335938
	Iteration 52Q: 3 clusters Score -3293115 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3293142.500000 Penalty: 5115.335938
	Iteration 53Q: 3 clusters Score -3293142 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3293170.500000 Penalty: 5115.335938
	Iteration 54Q: 3 clusters Score -3293170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3293189.250000 Penalty: 5115.335938
	Iteration 55Q: 3 clusters Score -3293189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3293227.500000 Penalty: 5115.335938
	Iteration 56Q: 3 clusters Score -3293228 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3293243.500000 Penalty: 5115.335938
	Iteration 57Q: 3 clusters Score -3293244 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3293285.750000 Penalty: 5115.335938
	Iteration 58Q: 3 clusters Score -3293286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3293324.500000 Penalty: 5115.335938
	Iteration 59Q: 3 clusters Score -3293324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3293361.000000 Penalty: 5115.335938
	Iteration 60F: 3 clusters Score -3293361 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3293391.750000 Penalty: 5115.335938
	Iteration 61Q: 3 clusters Score -3293392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3293436.750000 Penalty: 5115.335938
	Iteration 62Q: 3 clusters Score -3293437 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3293491.750000 Penalty: 5115.335938
	Iteration 63Q: 3 clusters Score -3293492 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3293526.250000 Penalty: 5115.335938
	Iteration 64Q: 3 clusters Score -3293526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3293561.250000 Penalty: 5115.335938
	Iteration 65Q: 3 clusters Score -3293561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3293591.500000 Penalty: 5115.335938
	Iteration 66Q: 3 clusters Score -3293592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3293634.250000 Penalty: 5115.335938
	Iteration 67Q: 3 clusters Score -3293634 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3293685.000000 Penalty: 5115.335938
	Iteration 68Q: 3 clusters Score -3293685 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3293735.750000 Penalty: 5115.335938
	Iteration 69Q: 3 clusters Score -3293736 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3293807.250000 Penalty: 5115.335938
	Iteration 70Q: 3 clusters Score -3293807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3293858.750000 Penalty: 5115.335938
	Iteration 71Q: 3 clusters Score -3293859 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3293896.750000 Penalty: 5115.335938
	Iteration 72Q: 3 clusters Score -3293897 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3293951.000000 Penalty: 5115.335938
	Iteration 73Q: 3 clusters Score -3293951 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3293988.000000 Penalty: 5115.335938
	Iteration 74Q: 3 clusters Score -3293988 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3294025.750000 Penalty: 5115.335938
	Iteration 75Q: 3 clusters Score -3294026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3294061.250000 Penalty: 5115.335938
	Iteration 76Q: 3 clusters Score -3294061 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3294097.000000 Penalty: 5115.335938
	Iteration 77Q: 3 clusters Score -3294097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3294116.250000 Penalty: 5115.335938
	Iteration 78Q: 3 clusters Score -3294116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3294130.250000 Penalty: 5115.335938
	Iteration 79Q: 3 clusters Score -3294130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3294146.250000 Penalty: 5115.335938
	Iteration 80F: 3 clusters Score -3294146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3294165.500000 Penalty: 5115.335938
	Iteration 81Q: 3 clusters Score -3294166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3294173.500000 Penalty: 5115.335938
	Iteration 82Q: 3 clusters Score -3294174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3294186.750000 Penalty: 5115.335938
	Iteration 83Q: 3 clusters Score -3294187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3294208.250000 Penalty: 5115.335938
	Iteration 84Q: 3 clusters Score -3294208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3294226.500000 Penalty: 5115.335938
	Iteration 85Q: 3 clusters Score -3294226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3294243.750000 Penalty: 5115.335938
	Iteration 86Q: 3 clusters Score -3294244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3294254.000000 Penalty: 5115.335938
	Iteration 87Q: 3 clusters Score -3294254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3294280.500000 Penalty: 5115.335938
	Iteration 88Q: 3 clusters Score -3294280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3294300.250000 Penalty: 5115.335938
	Iteration 89Q: 3 clusters Score -3294300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3294319.500000 Penalty: 5115.335938
	Iteration 90Q: 3 clusters Score -3294320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3294336.750000 Penalty: 5115.335938
	Iteration 91Q: 3 clusters Score -3294337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3294366.250000 Penalty: 5115.335938
	Iteration 92Q: 3 clusters Score -3294366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3294376.500000 Penalty: 5115.335938
	Iteration 93Q: 3 clusters Score -3294376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3294401.500000 Penalty: 5115.335938
	Iteration 94Q: 3 clusters Score -3294402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3294436.250000 Penalty: 5115.335938
	Iteration 95Q: 3 clusters Score -3294436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3294452.250000 Penalty: 5115.335938
	Iteration 96Q: 3 clusters Score -3294452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3294479.500000 Penalty: 5115.335938
	Iteration 97Q: 3 clusters Score -3294480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3294506.750000 Penalty: 5115.335938
	Iteration 98Q: 3 clusters Score -3294507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3294550.750000 Penalty: 5115.335938
	Iteration 99Q: 3 clusters Score -3294551 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3294618.500000 Penalty: 5115.335938
	Iteration 100F: 3 clusters Score -3294618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3294711.500000 Penalty: 5115.335938
	Iteration 101Q: 3 clusters Score -3294712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3294829.500000 Penalty: 5115.335938
	Iteration 102Q: 3 clusters Score -3294830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3294998.500000 Penalty: 5115.335938
	Iteration 103Q: 3 clusters Score -3294998 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3295144.500000 Penalty: 5115.335938
	Iteration 104Q: 3 clusters Score -3295144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3295212.750000 Penalty: 5115.335938
	Iteration 105Q: 3 clusters Score -3295213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3295249.250000 Penalty: 5115.335938
	Iteration 106Q: 3 clusters Score -3295249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3295263.000000 Penalty: 5115.335938
	Iteration 107Q: 3 clusters Score -3295263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3295274.250000 Penalty: 5115.335938
	Iteration 108Q: 3 clusters Score -3295274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3295275.000000 Penalty: 5115.335938
	Iteration 109Q: 3 clusters Score -3295275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3295275.500000 Penalty: 5115.335938
	Iteration 110Q: 3 clusters Score -3295276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3295275.750000 Penalty: 5115.335938
	Iteration 111Q: 3 clusters Score -3295276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3295275.500000 Penalty: 5115.335938
	Iteration 112Q: 3 clusters Score -3295276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3295275.500000 Penalty: 5115.335938
	Iteration 113F: 3 clusters Score -3295276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 27646 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 159571 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 228543 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 36320 members 
Mstep: Class 23 contains 2481 members 
Entering Unmasked Estep 
Score: -205383040.000000 Penalty: 82108.992188
Splitting cluster 14 changes total score from -205379680.000000 to -205383040.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (49611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Entering Unmasked Estep 
Score: -5783561.000000 Penalty: 2681.367920
	Iteration 0F: 2 clusters Score -5783561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5750407.000000 Penalty: 5362.735840
	Iteration 0F: 3 clusters Score -5750407 nChanged 22720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -5762871.000000 Penalty: 5362.735840
	Iteration 1F: 3 clusters Score -5762871 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5763605.500000 Penalty: 5362.735840
	Iteration 2Q: 3 clusters Score -5763606 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5764400.500000 Penalty: 5362.735840
	Iteration 3Q: 3 clusters Score -5764400 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5765179.000000 Penalty: 5362.735840
	Iteration 4Q: 3 clusters Score -5765179 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -5766045.500000 Penalty: 5362.735840
	Iteration 5Q: 3 clusters Score -5766046 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -5766981.000000 Penalty: 5362.735840
	Iteration 6Q: 3 clusters Score -5766981 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -5768009.500000 Penalty: 5362.735840
	Iteration 7Q: 3 clusters Score -5768010 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -5769311.000000 Penalty: 5362.735840
	Iteration 8Q: 3 clusters Score -5769311 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5770869.500000 Penalty: 5362.735840
	Iteration 9F: 3 clusters Score -5770870 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5772488.500000 Penalty: 5362.735840
	Iteration 10F: 3 clusters Score -5772488 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5774145.500000 Penalty: 5362.735840
	Iteration 11F: 3 clusters Score -5774146 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -5775390.500000 Penalty: 5362.735840
	Iteration 12F: 3 clusters Score -5775390 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -5776506.000000 Penalty: 5362.735840
	Iteration 13Q: 3 clusters Score -5776506 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5777361.000000 Penalty: 5362.735840
	Iteration 14Q: 3 clusters Score -5777361 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -5777961.500000 Penalty: 5362.735840
	Iteration 15Q: 3 clusters Score -5777962 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5778415.000000 Penalty: 5362.735840
	Iteration 16Q: 3 clusters Score -5778415 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5778693.500000 Penalty: 5362.735840
	Iteration 17Q: 3 clusters Score -5778694 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -5778923.000000 Penalty: 5362.735840
	Iteration 18Q: 3 clusters Score -5778923 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5779145.500000 Penalty: 5362.735840
	Iteration 19Q: 3 clusters Score -5779146 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -5779363.500000 Penalty: 5362.735840
	Iteration 20F: 3 clusters Score -5779364 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -5779601.500000 Penalty: 5362.735840
	Iteration 21Q: 3 clusters Score -5779602 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5779861.000000 Penalty: 5362.735840
	Iteration 22Q: 3 clusters Score -5779861 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5780117.500000 Penalty: 5362.735840
	Iteration 23Q: 3 clusters Score -5780118 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5780396.500000 Penalty: 5362.735840
	Iteration 24Q: 3 clusters Score -5780396 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5780714.000000 Penalty: 5362.735840
	Iteration 25Q: 3 clusters Score -5780714 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -5781036.500000 Penalty: 5362.735840
	Iteration 26Q: 3 clusters Score -5781036 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -5781330.000000 Penalty: 5362.735840
	Iteration 27Q: 3 clusters Score -5781330 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -5781645.500000 Penalty: 5362.735840
	Iteration 28Q: 3 clusters Score -5781646 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -5781920.500000 Penalty: 5362.735840
	Iteration 29Q: 3 clusters Score -5781920 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5782191.000000 Penalty: 5362.735840
	Iteration 30Q: 3 clusters Score -5782191 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5782349.000000 Penalty: 5362.735840
	Iteration 31Q: 3 clusters Score -5782349 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5782500.000000 Penalty: 5362.735840
	Iteration 32Q: 3 clusters Score -5782500 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5782569.500000 Penalty: 5362.735840
	Iteration 33Q: 3 clusters Score -5782570 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5782644.500000 Penalty: 5362.735840
	Iteration 34Q: 3 clusters Score -5782644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5782708.000000 Penalty: 5362.735840
	Iteration 35Q: 3 clusters Score -5782708 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5782778.500000 Penalty: 5362.735840
	Iteration 36Q: 3 clusters Score -5782778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5782810.500000 Penalty: 5362.735840
	Iteration 37Q: 3 clusters Score -5782810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5782830.000000 Penalty: 5362.735840
	Iteration 38Q: 3 clusters Score -5782830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5782862.500000 Penalty: 5362.735840
	Iteration 39Q: 3 clusters Score -5782862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5782864.500000 Penalty: 5362.735840
	Iteration 40F: 3 clusters Score -5782864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5782877.000000 Penalty: 5362.735840
	Iteration 41Q: 3 clusters Score -5782877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5782876.000000 Penalty: 5362.735840
	Iteration 42Q: 3 clusters Score -5782876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5782870.500000 Penalty: 5362.735840
	Iteration 43Q: 3 clusters Score -5782870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5782888.500000 Penalty: 5362.735840
	Iteration 44Q: 3 clusters Score -5782888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5782905.500000 Penalty: 5362.735840
	Iteration 45Q: 3 clusters Score -5782906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5782897.000000 Penalty: 5362.735840
	Iteration 46Q: 3 clusters Score -5782897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5782907.500000 Penalty: 5362.735840
	Iteration 47Q: 3 clusters Score -5782908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5782912.000000 Penalty: 5362.735840
	Iteration 48Q: 3 clusters Score -5782912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5782904.500000 Penalty: 5362.735840
	Iteration 49Q: 3 clusters Score -5782904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5782916.500000 Penalty: 5362.735840
	Iteration 50Q: 3 clusters Score -5782916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5782918.500000 Penalty: 5362.735840
	Iteration 51Q: 3 clusters Score -5782918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5782920.500000 Penalty: 5362.735840
	Iteration 52Q: 3 clusters Score -5782920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5782924.000000 Penalty: 5362.735840
	Iteration 53Q: 3 clusters Score -5782924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5782913.000000 Penalty: 5362.735840
	Iteration 54Q: 3 clusters Score -5782913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5782921.500000 Penalty: 5362.735840
	Iteration 55Q: 3 clusters Score -5782922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5782914.500000 Penalty: 5362.735840
	Iteration 56Q: 3 clusters Score -5782914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5782919.500000 Penalty: 5362.735840
	Iteration 57Q: 3 clusters Score -5782920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5782921.500000 Penalty: 5362.735840
	Iteration 58Q: 3 clusters Score -5782922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5782924.000000 Penalty: 5362.735840
	Iteration 59Q: 3 clusters Score -5782924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5782921.000000 Penalty: 5362.735840
	Iteration 60F: 3 clusters Score -5782921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5782921.000000 Penalty: 5362.735840
	Iteration 61Q: 3 clusters Score -5782921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5782921.500000 Penalty: 5362.735840
	Iteration 62Q: 3 clusters Score -5782922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5782923.500000 Penalty: 5362.735840
	Iteration 63Q: 3 clusters Score -5782924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5782926.500000 Penalty: 5362.735840
	Iteration 64Q: 3 clusters Score -5782926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5782930.500000 Penalty: 5362.735840
	Iteration 65Q: 3 clusters Score -5782930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5782930.000000 Penalty: 5362.735840
	Iteration 66Q: 3 clusters Score -5782930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5782933.000000 Penalty: 5362.735840
	Iteration 67Q: 3 clusters Score -5782933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5782936.000000 Penalty: 5362.735840
	Iteration 68Q: 3 clusters Score -5782936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5782927.000000 Penalty: 5362.735840
	Iteration 69Q: 3 clusters Score -5782927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5782931.000000 Penalty: 5362.735840
	Iteration 70Q: 3 clusters Score -5782931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5782943.500000 Penalty: 5362.735840
	Iteration 71Q: 3 clusters Score -5782944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5782939.000000 Penalty: 5362.735840
	Iteration 72Q: 3 clusters Score -5782939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5782936.500000 Penalty: 5362.735840
	Iteration 73Q: 3 clusters Score -5782936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5782936.500000 Penalty: 5362.735840
	Iteration 74Q: 3 clusters Score -5782936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5782939.500000 Penalty: 5362.735840
	Iteration 75Q: 3 clusters Score -5782940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5782936.500000 Penalty: 5362.735840
	Iteration 76Q: 3 clusters Score -5782936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5782930.500000 Penalty: 5362.735840
	Iteration 77Q: 3 clusters Score -5782930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5782928.000000 Penalty: 5362.735840
	Iteration 78Q: 3 clusters Score -5782928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5782933.500000 Penalty: 5362.735840
	Iteration 79Q: 3 clusters Score -5782934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5782928.000000 Penalty: 5362.735840
	Iteration 80F: 3 clusters Score -5782928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5782926.500000 Penalty: 5362.735840
	Iteration 81Q: 3 clusters Score -5782926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5782926.500000 Penalty: 5362.735840
	Iteration 82F: 3 clusters Score -5782926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (159571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Entering Unmasked Estep 
Score: -18816620.000000 Penalty: 2971.100586
	Iteration 0F: 2 clusters Score -1.881662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -18710400.000000 Penalty: 5942.201172
	Iteration 0F: 3 clusters Score -1.87104e+07 nChanged 76490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -18754676.000000 Penalty: 5942.201172
	Iteration 1F: 3 clusters Score -1.875468e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -18755894.000000 Penalty: 5942.201172
	Iteration 2Q: 3 clusters Score -1.875589e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -18757678.000000 Penalty: 5942.201172
	Iteration 3Q: 3 clusters Score -1.875768e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -18760494.000000 Penalty: 5942.201172
	Iteration 4Q: 3 clusters Score -1.876049e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -18764898.000000 Penalty: 5942.201172
	Iteration 5Q: 3 clusters Score -1.87649e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -18770850.000000 Penalty: 5942.201172
	Iteration 6F: 3 clusters Score -1.877085e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -18778348.000000 Penalty: 5942.201172
	Iteration 7F: 3 clusters Score -1.877835e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -18787608.000000 Penalty: 5942.201172
	Iteration 8F: 3 clusters Score -1.878761e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -18796850.000000 Penalty: 5942.201172
	Iteration 9F: 3 clusters Score -1.879685e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 103250 members 
Entering Unmasked Estep 
Score: -18803424.000000 Penalty: 5942.201172
	Iteration 10F: 3 clusters Score -1.880342e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -18807002.000000 Penalty: 5942.201172
	Iteration 11Q: 3 clusters Score -1.8807e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -18808870.000000 Penalty: 5942.201172
	Iteration 12Q: 3 clusters Score -1.880887e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -18810142.000000 Penalty: 5942.201172
	Iteration 13Q: 3 clusters Score -1.881014e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -18811344.000000 Penalty: 5942.201172
	Iteration 14Q: 3 clusters Score -1.881134e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -18812544.000000 Penalty: 5942.201172
	Iteration 15Q: 3 clusters Score -1.881254e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -18813914.000000 Penalty: 5942.201172
	Iteration 16Q: 3 clusters Score -1.881391e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -18815506.000000 Penalty: 5942.201172
	Iteration 17Q: 3 clusters Score -1.881551e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -18817094.000000 Penalty: 5942.201172
	Iteration 18Q: 3 clusters Score -1.881709e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -18818908.000000 Penalty: 5942.201172
	Iteration 19Q: 3 clusters Score -1.881891e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -18820842.000000 Penalty: 5942.201172
	Iteration 20F: 3 clusters Score -1.882084e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -18822566.000000 Penalty: 5942.201172
	Iteration 21Q: 3 clusters Score -1.882257e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -18823860.000000 Penalty: 5942.201172
	Iteration 22Q: 3 clusters Score -1.882386e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -18824850.000000 Penalty: 5942.201172
	Iteration 23Q: 3 clusters Score -1.882485e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -18825458.000000 Penalty: 5942.201172
	Iteration 24Q: 3 clusters Score -1.882546e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -18825906.000000 Penalty: 5942.201172
	Iteration 25Q: 3 clusters Score -1.882591e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -18826196.000000 Penalty: 5942.201172
	Iteration 26Q: 3 clusters Score -1.88262e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -18826500.000000 Penalty: 5942.201172
	Iteration 27Q: 3 clusters Score -1.88265e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -18826732.000000 Penalty: 5942.201172
	Iteration 28Q: 3 clusters Score -1.882673e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -18826768.000000 Penalty: 5942.201172
	Iteration 29Q: 3 clusters Score -1.882677e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -18826912.000000 Penalty: 5942.201172
	Iteration 30Q: 3 clusters Score -1.882691e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -18826988.000000 Penalty: 5942.201172
	Iteration 31Q: 3 clusters Score -1.882699e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -18827084.000000 Penalty: 5942.201172
	Iteration 32Q: 3 clusters Score -1.882708e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -18827110.000000 Penalty: 5942.201172
	Iteration 33Q: 3 clusters Score -1.882711e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -18827178.000000 Penalty: 5942.201172
	Iteration 34Q: 3 clusters Score -1.882718e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -18827196.000000 Penalty: 5942.201172
	Iteration 35Q: 3 clusters Score -1.88272e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -18827242.000000 Penalty: 5942.201172
	Iteration 36Q: 3 clusters Score -1.882724e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -18827222.000000 Penalty: 5942.201172
	Iteration 37Q: 3 clusters Score -1.882722e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -18827232.000000 Penalty: 5942.201172
	Iteration 38Q: 3 clusters Score -1.882723e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -18827292.000000 Penalty: 5942.201172
	Iteration 39Q: 3 clusters Score -1.882729e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -18827280.000000 Penalty: 5942.201172
	Iteration 40F: 3 clusters Score -1.882728e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -18827282.000000 Penalty: 5942.201172
	Iteration 41Q: 3 clusters Score -1.882728e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -18827282.000000 Penalty: 5942.201172
	Iteration 42Q: 3 clusters Score -1.882728e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -18827304.000000 Penalty: 5942.201172
	Iteration 43Q: 3 clusters Score -1.88273e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -18827340.000000 Penalty: 5942.201172
	Iteration 44Q: 3 clusters Score -1.882734e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -18827328.000000 Penalty: 5942.201172
	Iteration 45Q: 3 clusters Score -1.882733e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -18827316.000000 Penalty: 5942.201172
	Iteration 46Q: 3 clusters Score -1.882732e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102295 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -18827334.000000 Penalty: 5942.201172
	Iteration 47Q: 3 clusters Score -1.882733e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -18827348.000000 Penalty: 5942.201172
	Iteration 48Q: 3 clusters Score -1.882735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -18827322.000000 Penalty: 5942.201172
	Iteration 49Q: 3 clusters Score -1.882732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -18827340.000000 Penalty: 5942.201172
	Iteration 50Q: 3 clusters Score -1.882734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -18827332.000000 Penalty: 5942.201172
	Iteration 51Q: 3 clusters Score -1.882733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -18827304.000000 Penalty: 5942.201172
	Iteration 52Q: 3 clusters Score -1.88273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -18827320.000000 Penalty: 5942.201172
	Iteration 53Q: 3 clusters Score -1.882732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -18827322.000000 Penalty: 5942.201172
	Iteration 54Q: 3 clusters Score -1.882732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -18827318.000000 Penalty: 5942.201172
	Iteration 55Q: 3 clusters Score -1.882732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -18827318.000000 Penalty: 5942.201172
	Iteration 56Q: 3 clusters Score -1.882732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -18827330.000000 Penalty: 5942.201172
	Iteration 57Q: 3 clusters Score -1.882733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -18827318.000000 Penalty: 5942.201172
	Iteration 58Q: 3 clusters Score -1.882732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -18827322.000000 Penalty: 5942.201172
	Iteration 59Q: 3 clusters Score -1.882732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -18827318.000000 Penalty: 5942.201172
	Iteration 60F: 3 clusters Score -1.882732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -18827320.000000 Penalty: 5942.201172
	Iteration 61Q: 3 clusters Score -1.882732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -18827314.000000 Penalty: 5942.201172
	Iteration 62Q: 3 clusters Score -1.882731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -18827314.000000 Penalty: 5942.201172
	Iteration 63Q: 3 clusters Score -1.882731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -18827314.000000 Penalty: 5942.201172
	Iteration 64Q: 3 clusters Score -1.882731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -18827308.000000 Penalty: 5942.201172
	Iteration 65Q: 3 clusters Score -1.882731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102614 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -18827330.000000 Penalty: 5942.201172
	Iteration 66Q: 3 clusters Score -1.882733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -18827330.000000 Penalty: 5942.201172
	Iteration 67Q: 3 clusters Score -1.882733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -18827316.000000 Penalty: 5942.201172
	Iteration 68Q: 3 clusters Score -1.882732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -18827310.000000 Penalty: 5942.201172
	Iteration 69Q: 3 clusters Score -1.882731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -18827316.000000 Penalty: 5942.201172
	Iteration 70Q: 3 clusters Score -1.882732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -18827322.000000 Penalty: 5942.201172
	Iteration 71Q: 3 clusters Score -1.882732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -18827320.000000 Penalty: 5942.201172
	Iteration 72Q: 3 clusters Score -1.882732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -18827324.000000 Penalty: 5942.201172
	Iteration 73Q: 3 clusters Score -1.882732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -18827338.000000 Penalty: 5942.201172
	Iteration 74Q: 3 clusters Score -1.882734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -18827348.000000 Penalty: 5942.201172
	Iteration 75Q: 3 clusters Score -1.882735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -18827326.000000 Penalty: 5942.201172
	Iteration 76Q: 3 clusters Score -1.882733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102679 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -18827316.000000 Penalty: 5942.201172
	Iteration 77Q: 3 clusters Score -1.882732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -18827324.000000 Penalty: 5942.201172
	Iteration 78Q: 3 clusters Score -1.882732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -18827316.000000 Penalty: 5942.201172
	Iteration 79Q: 3 clusters Score -1.882732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -18827326.000000 Penalty: 5942.201172
	Iteration 80F: 3 clusters Score -1.882733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -18827320.000000 Penalty: 5942.201172
	Iteration 81Q: 3 clusters Score -1.882732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -18827328.000000 Penalty: 5942.201172
	Iteration 82Q: 3 clusters Score -1.882733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -18827332.000000 Penalty: 5942.201172
	Iteration 83Q: 3 clusters Score -1.882733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -18827340.000000 Penalty: 5942.201172
	Iteration 84Q: 3 clusters Score -1.882734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102719 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -18827340.000000 Penalty: 5942.201172
	Iteration 85Q: 3 clusters Score -1.882734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -18827342.000000 Penalty: 5942.201172
	Iteration 86Q: 3 clusters Score -1.882734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -18827342.000000 Penalty: 5942.201172
	Iteration 87Q: 3 clusters Score -1.882734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -18827326.000000 Penalty: 5942.201172
	Iteration 88Q: 3 clusters Score -1.882733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -18827332.000000 Penalty: 5942.201172
	Iteration 89Q: 3 clusters Score -1.882733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -18827340.000000 Penalty: 5942.201172
	Iteration 90Q: 3 clusters Score -1.882734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -18827338.000000 Penalty: 5942.201172
	Iteration 91Q: 3 clusters Score -1.882734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -18827336.000000 Penalty: 5942.201172
	Iteration 92Q: 3 clusters Score -1.882734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -18827324.000000 Penalty: 5942.201172
	Iteration 93Q: 3 clusters Score -1.882732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -18827326.000000 Penalty: 5942.201172
	Iteration 94Q: 3 clusters Score -1.882733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -18827326.000000 Penalty: 5942.201172
	Iteration 95F: 3 clusters Score -1.882733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 27646 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 102738 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 228543 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 36320 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 56833 members 
Entering Unmasked Estep 
Score: -205395008.000000 Penalty: 85678.945312
Splitting cluster 16 changes total score from -205379680.000000 to -205395008.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (194829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194829 members 
Entering Unmasked Estep 
Score: -23507286.000000 Penalty: 3020.609619
	Iteration 0F: 2 clusters Score -2.350729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -23397228.000000 Penalty: 6041.219238
	Iteration 0F: 3 clusters Score -2.339723e+07 nChanged 93640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -23453292.000000 Penalty: 6041.219238
	Iteration 1F: 3 clusters Score -2.345329e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -23455222.000000 Penalty: 6041.219238
	Iteration 2Q: 3 clusters Score -2.345522e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -23458232.000000 Penalty: 6041.219238
	Iteration 3Q: 3 clusters Score -2.345823e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -23463108.000000 Penalty: 6041.219238
	Iteration 4F: 3 clusters Score -2.346311e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -23469700.000000 Penalty: 6041.219238
	Iteration 5F: 3 clusters Score -2.34697e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135931 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -23478212.000000 Penalty: 6041.219238
	Iteration 6F: 3 clusters Score -2.347821e+07 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147926 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -23487232.000000 Penalty: 6041.219238
	Iteration 7F: 3 clusters Score -2.348723e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -23493824.000000 Penalty: 6041.219238
	Iteration 8F: 3 clusters Score -2.349382e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -23498058.000000 Penalty: 6041.219238
	Iteration 9F: 3 clusters Score -2.349806e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176555 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -23500650.000000 Penalty: 6041.219238
	Iteration 10Q: 3 clusters Score -2.350065e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -23502194.000000 Penalty: 6041.219238
	Iteration 11Q: 3 clusters Score -2.350219e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185547 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -23503086.000000 Penalty: 6041.219238
	Iteration 12Q: 3 clusters Score -2.350309e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -23503612.000000 Penalty: 6041.219238
	Iteration 13Q: 3 clusters Score -2.350361e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189568 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -23504052.000000 Penalty: 6041.219238
	Iteration 14Q: 3 clusters Score -2.350405e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -23504372.000000 Penalty: 6041.219238
	Iteration 15Q: 3 clusters Score -2.350437e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191457 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -23504582.000000 Penalty: 6041.219238
	Iteration 16Q: 3 clusters Score -2.350458e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192026 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -23504746.000000 Penalty: 6041.219238
	Iteration 17Q: 3 clusters Score -2.350475e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192459 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -23504802.000000 Penalty: 6041.219238
	Iteration 18Q: 3 clusters Score -2.35048e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192772 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -23504908.000000 Penalty: 6041.219238
	Iteration 19Q: 3 clusters Score -2.350491e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193008 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23504874.000000 Penalty: 6041.219238
	Iteration 20F: 3 clusters Score -2.350487e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193182 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -23504888.000000 Penalty: 6041.219238
	Iteration 21Q: 3 clusters Score -2.350489e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193300 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -23504874.000000 Penalty: 6041.219238
	Iteration 22Q: 3 clusters Score -2.350487e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193391 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23504924.000000 Penalty: 6041.219238
	Iteration 23Q: 3 clusters Score -2.350492e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -23504920.000000 Penalty: 6041.219238
	Iteration 24Q: 3 clusters Score -2.350492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193505 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -23504908.000000 Penalty: 6041.219238
	Iteration 25Q: 3 clusters Score -2.350491e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193543 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -23504952.000000 Penalty: 6041.219238
	Iteration 26Q: 3 clusters Score -2.350495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -23504968.000000 Penalty: 6041.219238
	Iteration 27Q: 3 clusters Score -2.350497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193624 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -23504978.000000 Penalty: 6041.219238
	Iteration 28Q: 3 clusters Score -2.350498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193647 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23505006.000000 Penalty: 6041.219238
	Iteration 29Q: 3 clusters Score -2.350501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193673 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23504984.000000 Penalty: 6041.219238
	Iteration 30Q: 3 clusters Score -2.350498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193690 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -23505010.000000 Penalty: 6041.219238
	Iteration 31Q: 3 clusters Score -2.350501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193706 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -23505006.000000 Penalty: 6041.219238
	Iteration 32Q: 3 clusters Score -2.350501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193726 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23505010.000000 Penalty: 6041.219238
	Iteration 33Q: 3 clusters Score -2.350501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193744 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -23505010.000000 Penalty: 6041.219238
	Iteration 34Q: 3 clusters Score -2.350501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193753 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23505024.000000 Penalty: 6041.219238
	Iteration 35Q: 3 clusters Score -2.350502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193760 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -23505046.000000 Penalty: 6041.219238
	Iteration 36Q: 3 clusters Score -2.350505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193766 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -23505042.000000 Penalty: 6041.219238
	Iteration 37Q: 3 clusters Score -2.350504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193774 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23505050.000000 Penalty: 6041.219238
	Iteration 38Q: 3 clusters Score -2.350505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193781 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23505054.000000 Penalty: 6041.219238
	Iteration 39Q: 3 clusters Score -2.350505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193791 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -23505056.000000 Penalty: 6041.219238
	Iteration 40F: 3 clusters Score -2.350506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193797 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -23505064.000000 Penalty: 6041.219238
	Iteration 41Q: 3 clusters Score -2.350506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -23505054.000000 Penalty: 6041.219238
	Iteration 42Q: 3 clusters Score -2.350505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23505054.000000 Penalty: 6041.219238
	Iteration 43Q: 3 clusters Score -2.350505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193809 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -23505046.000000 Penalty: 6041.219238
	Iteration 44Q: 3 clusters Score -2.350505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193810 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23505054.000000 Penalty: 6041.219238
	Iteration 45Q: 3 clusters Score -2.350505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193811 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -23505060.000000 Penalty: 6041.219238
	Iteration 46Q: 3 clusters Score -2.350506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193811 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -23505062.000000 Penalty: 6041.219238
	Iteration 47Q: 3 clusters Score -2.350506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193812 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -23505054.000000 Penalty: 6041.219238
	Iteration 48Q: 3 clusters Score -2.350505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193813 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23505056.000000 Penalty: 6041.219238
	Iteration 49Q: 3 clusters Score -2.350506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193817 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -23505060.000000 Penalty: 6041.219238
	Iteration 50Q: 3 clusters Score -2.350506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193819 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -23505046.000000 Penalty: 6041.219238
	Iteration 51Q: 3 clusters Score -2.350505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193822 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -23505056.000000 Penalty: 6041.219238
	Iteration 52Q: 3 clusters Score -2.350506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -23505064.000000 Penalty: 6041.219238
	Iteration 53Q: 3 clusters Score -2.350506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193825 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -23505062.000000 Penalty: 6041.219238
	Iteration 54Q: 3 clusters Score -2.350506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193826 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23505052.000000 Penalty: 6041.219238
	Iteration 55Q: 3 clusters Score -2.350505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193827 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -23505052.000000 Penalty: 6041.219238
	Iteration 56Q: 3 clusters Score -2.350505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193830 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23505050.000000 Penalty: 6041.219238
	Iteration 57Q: 3 clusters Score -2.350505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193833 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -23505058.000000 Penalty: 6041.219238
	Iteration 58Q: 3 clusters Score -2.350506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23505042.000000 Penalty: 6041.219238
	Iteration 59Q: 3 clusters Score -2.350504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193844 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -23505042.000000 Penalty: 6041.219238
	Iteration 60F: 3 clusters Score -2.350504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193841 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23505050.000000 Penalty: 6041.219238
	Iteration 61Q: 3 clusters Score -2.350505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193844 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -23505048.000000 Penalty: 6041.219238
	Iteration 62Q: 3 clusters Score -2.350505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193847 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -23505050.000000 Penalty: 6041.219238
	Iteration 63Q: 3 clusters Score -2.350505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193855 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23505050.000000 Penalty: 6041.219238
	Iteration 64Q: 3 clusters Score -2.350505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -23505046.000000 Penalty: 6041.219238
	Iteration 65Q: 3 clusters Score -2.350505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193859 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23505048.000000 Penalty: 6041.219238
	Iteration 66Q: 3 clusters Score -2.350505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193858 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -23505042.000000 Penalty: 6041.219238
	Iteration 67Q: 3 clusters Score -2.350504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193861 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -23505052.000000 Penalty: 6041.219238
	Iteration 68Q: 3 clusters Score -2.350505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -23505060.000000 Penalty: 6041.219238
	Iteration 69Q: 3 clusters Score -2.350506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23505076.000000 Penalty: 6041.219238
	Iteration 70Q: 3 clusters Score -2.350508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193873 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23505082.000000 Penalty: 6041.219238
	Iteration 71Q: 3 clusters Score -2.350508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193874 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -23505078.000000 Penalty: 6041.219238
	Iteration 72Q: 3 clusters Score -2.350508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193876 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -23505080.000000 Penalty: 6041.219238
	Iteration 73Q: 3 clusters Score -2.350508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193880 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23505070.000000 Penalty: 6041.219238
	Iteration 74Q: 3 clusters Score -2.350507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193882 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -23505086.000000 Penalty: 6041.219238
	Iteration 75Q: 3 clusters Score -2.350509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193886 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -23505090.000000 Penalty: 6041.219238
	Iteration 76Q: 3 clusters Score -2.350509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193887 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -23505096.000000 Penalty: 6041.219238
	Iteration 77Q: 3 clusters Score -2.35051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193890 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23505086.000000 Penalty: 6041.219238
	Iteration 78Q: 3 clusters Score -2.350509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193894 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -23505094.000000 Penalty: 6041.219238
	Iteration 79Q: 3 clusters Score -2.350509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193896 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -23505098.000000 Penalty: 6041.219238
	Iteration 80F: 3 clusters Score -2.35051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193897 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23505100.000000 Penalty: 6041.219238
	Iteration 81Q: 3 clusters Score -2.35051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193897 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23505100.000000 Penalty: 6041.219238
	Iteration 82F: 3 clusters Score -2.35051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (228543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228543 members 
Entering Unmasked Estep 
Score: -26797936.000000 Penalty: 3060.190918
	Iteration 0F: 2 clusters Score -2.679794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -26644960.000000 Penalty: 6120.381836
	Iteration 0F: 3 clusters Score -2.664496e+07 nChanged 110106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -26710702.000000 Penalty: 6120.381836
	Iteration 1F: 3 clusters Score -2.67107e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 125119 members 
Entering Unmasked Estep 
Score: -26712456.000000 Penalty: 6120.381836
	Iteration 2Q: 3 clusters Score -2.671246e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 131529 members 
Entering Unmasked Estep 
Score: -26715496.000000 Penalty: 6120.381836
	Iteration 3Q: 3 clusters Score -2.67155e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -26720598.000000 Penalty: 6120.381836
	Iteration 4Q: 3 clusters Score -2.67206e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -26729538.000000 Penalty: 6120.381836
	Iteration 5F: 3 clusters Score -2.672954e+07 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 172442 members 
Entering Unmasked Estep 
Score: -26743850.000000 Penalty: 6120.381836
	Iteration 6F: 3 clusters Score -2.674385e+07 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 191956 members 
Entering Unmasked Estep 
Score: -26761620.000000 Penalty: 6120.381836
	Iteration 7F: 3 clusters Score -2.676162e+07 nChanged 17138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 209042 members 
Entering Unmasked Estep 
Score: -26778662.000000 Penalty: 6120.381836
	Iteration 8F: 3 clusters Score -2.677866e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 219988 members 
Entering Unmasked Estep 
Score: -26789404.000000 Penalty: 6120.381836
	Iteration 9Q: 3 clusters Score -2.67894e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 224881 members 
Entering Unmasked Estep 
Score: -26794328.000000 Penalty: 6120.381836
	Iteration 10Q: 3 clusters Score -2.679433e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 226524 members 
Entering Unmasked Estep 
Score: -26795976.000000 Penalty: 6120.381836
	Iteration 11Q: 3 clusters Score -2.679598e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 227007 members 
Entering Unmasked Estep 
Score: -26796634.000000 Penalty: 6120.381836
	Iteration 12Q: 3 clusters Score -2.679663e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 227135 members 
Entering Unmasked Estep 
Score: -26796972.000000 Penalty: 6120.381836
	Iteration 13Q: 3 clusters Score -2.679697e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 227136 members 
Entering Unmasked Estep 
Score: -26797160.000000 Penalty: 6120.381836
	Iteration 14Q: 3 clusters Score -2.679716e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 227116 members 
Entering Unmasked Estep 
Score: -26797290.000000 Penalty: 6120.381836
	Iteration 15Q: 3 clusters Score -2.679729e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 227080 members 
Entering Unmasked Estep 
Score: -26797438.000000 Penalty: 6120.381836
	Iteration 16Q: 3 clusters Score -2.679744e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 227058 members 
Entering Unmasked Estep 
Score: -26797494.000000 Penalty: 6120.381836
	Iteration 17Q: 3 clusters Score -2.679749e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 227032 members 
Entering Unmasked Estep 
Score: -26797526.000000 Penalty: 6120.381836
	Iteration 18Q: 3 clusters Score -2.679753e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 227002 members 
Entering Unmasked Estep 
Score: -26797544.000000 Penalty: 6120.381836
	Iteration 19Q: 3 clusters Score -2.679754e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 226997 members 
Entering Unmasked Estep 
Score: -26797568.000000 Penalty: 6120.381836
	Iteration 20F: 3 clusters Score -2.679757e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 226999 members 
Entering Unmasked Estep 
Score: -26797626.000000 Penalty: 6120.381836
	Iteration 21Q: 3 clusters Score -2.679763e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 227001 members 
Entering Unmasked Estep 
Score: -26797664.000000 Penalty: 6120.381836
	Iteration 22Q: 3 clusters Score -2.679766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 227003 members 
Entering Unmasked Estep 
Score: -26797722.000000 Penalty: 6120.381836
	Iteration 23Q: 3 clusters Score -2.679772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 227004 members 
Entering Unmasked Estep 
Score: -26797780.000000 Penalty: 6120.381836
	Iteration 24Q: 3 clusters Score -2.679778e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 227011 members 
Entering Unmasked Estep 
Score: -26797780.000000 Penalty: 6120.381836
	Iteration 25Q: 3 clusters Score -2.679778e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 227010 members 
Entering Unmasked Estep 
Score: -26797818.000000 Penalty: 6120.381836
	Iteration 26Q: 3 clusters Score -2.679782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 227021 members 
Entering Unmasked Estep 
Score: -26797828.000000 Penalty: 6120.381836
	Iteration 27Q: 3 clusters Score -2.679783e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 227030 members 
Entering Unmasked Estep 
Score: -26797878.000000 Penalty: 6120.381836
	Iteration 28Q: 3 clusters Score -2.679788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 227028 members 
Entering Unmasked Estep 
Score: -26797870.000000 Penalty: 6120.381836
	Iteration 29Q: 3 clusters Score -2.679787e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 227019 members 
Entering Unmasked Estep 
Score: -26797872.000000 Penalty: 6120.381836
	Iteration 30Q: 3 clusters Score -2.679787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 227012 members 
Entering Unmasked Estep 
Score: -26797870.000000 Penalty: 6120.381836
	Iteration 31Q: 3 clusters Score -2.679787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 227001 members 
Entering Unmasked Estep 
Score: -26797880.000000 Penalty: 6120.381836
	Iteration 32Q: 3 clusters Score -2.679788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 226995 members 
Entering Unmasked Estep 
Score: -26797886.000000 Penalty: 6120.381836
	Iteration 33Q: 3 clusters Score -2.679789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 226987 members 
Entering Unmasked Estep 
Score: -26797904.000000 Penalty: 6120.381836
	Iteration 34Q: 3 clusters Score -2.67979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 226981 members 
Entering Unmasked Estep 
Score: -26797912.000000 Penalty: 6120.381836
	Iteration 35Q: 3 clusters Score -2.679791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 226975 members 
Entering Unmasked Estep 
Score: -26797942.000000 Penalty: 6120.381836
	Iteration 36Q: 3 clusters Score -2.679794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 226969 members 
Entering Unmasked Estep 
Score: -26797940.000000 Penalty: 6120.381836
	Iteration 37Q: 3 clusters Score -2.679794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 226967 members 
Entering Unmasked Estep 
Score: -26797938.000000 Penalty: 6120.381836
	Iteration 38Q: 3 clusters Score -2.679794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 226967 members 
Entering Unmasked Estep 
Score: -26797950.000000 Penalty: 6120.381836
	Iteration 39Q: 3 clusters Score -2.679795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 226966 members 
Entering Unmasked Estep 
Score: -26797954.000000 Penalty: 6120.381836
	Iteration 40F: 3 clusters Score -2.679795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 226964 members 
Entering Unmasked Estep 
Score: -26797940.000000 Penalty: 6120.381836
	Iteration 41Q: 3 clusters Score -2.679794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 226962 members 
Entering Unmasked Estep 
Score: -26797940.000000 Penalty: 6120.381836
	Iteration 42Q: 3 clusters Score -2.679794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 226962 members 
Entering Unmasked Estep 
Score: -26797940.000000 Penalty: 6120.381836
	Iteration 43F: 3 clusters Score -2.679794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 27646 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 102738 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 36320 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 56833 members 
Mstep: Class 25 contains 226962 members 
Entering Unmasked Estep 
Score: -205394464.000000 Penalty: 89248.898438
Splitting cluster 18 changes total score from -205379680.000000 to -205394464.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (13579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Entering Unmasked Estep 
Score: -1581082.875000 Penalty: 2360.037598
	Iteration 0F: 2 clusters Score -1581083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1571173.375000 Penalty: 4720.075195
	Iteration 0F: 3 clusters Score -1571173 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1574264.000000 Penalty: 4720.075195
	Iteration 1F: 3 clusters Score -1574264 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1574667.250000 Penalty: 4720.075195
	Iteration 2F: 3 clusters Score -1574667 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1575024.000000 Penalty: 4720.075195
	Iteration 3F: 3 clusters Score -1575024 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1575346.375000 Penalty: 4720.075195
	Iteration 4Q: 3 clusters Score -1575346 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1575670.500000 Penalty: 4720.075195
	Iteration 5Q: 3 clusters Score -1575670 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1576007.000000 Penalty: 4720.075195
	Iteration 6Q: 3 clusters Score -1576007 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1576337.250000 Penalty: 4720.075195
	Iteration 7Q: 3 clusters Score -1576337 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1576621.375000 Penalty: 4720.075195
	Iteration 8Q: 3 clusters Score -1576621 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1576838.125000 Penalty: 4720.075195
	Iteration 9Q: 3 clusters Score -1576838 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1577028.750000 Penalty: 4720.075195
	Iteration 10Q: 3 clusters Score -1577029 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1577201.875000 Penalty: 4720.075195
	Iteration 11Q: 3 clusters Score -1577202 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1577389.625000 Penalty: 4720.075195
	Iteration 12Q: 3 clusters Score -1577390 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1577552.750000 Penalty: 4720.075195
	Iteration 13Q: 3 clusters Score -1577553 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1577703.625000 Penalty: 4720.075195
	Iteration 14Q: 3 clusters Score -1577704 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1577870.375000 Penalty: 4720.075195
	Iteration 15Q: 3 clusters Score -1577870 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1578039.000000 Penalty: 4720.075195
	Iteration 16Q: 3 clusters Score -1578039 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1578184.625000 Penalty: 4720.075195
	Iteration 17Q: 3 clusters Score -1578185 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1578325.375000 Penalty: 4720.075195
	Iteration 18Q: 3 clusters Score -1578325 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1578484.625000 Penalty: 4720.075195
	Iteration 19Q: 3 clusters Score -1578485 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1578589.125000 Penalty: 4720.075195
	Iteration 20F: 3 clusters Score -1578589 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1578695.000000 Penalty: 4720.075195
	Iteration 21Q: 3 clusters Score -1578695 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1578786.875000 Penalty: 4720.075195
	Iteration 22Q: 3 clusters Score -1578787 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1578881.500000 Penalty: 4720.075195
	Iteration 23Q: 3 clusters Score -1578882 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1578943.625000 Penalty: 4720.075195
	Iteration 24Q: 3 clusters Score -1578944 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1578997.000000 Penalty: 4720.075195
	Iteration 25Q: 3 clusters Score -1578997 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1579035.625000 Penalty: 4720.075195
	Iteration 26Q: 3 clusters Score -1579036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1579077.125000 Penalty: 4720.075195
	Iteration 27Q: 3 clusters Score -1579077 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1579109.625000 Penalty: 4720.075195
	Iteration 28Q: 3 clusters Score -1579110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1579133.125000 Penalty: 4720.075195
	Iteration 29Q: 3 clusters Score -1579133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1579159.625000 Penalty: 4720.075195
	Iteration 30Q: 3 clusters Score -1579160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1579182.625000 Penalty: 4720.075195
	Iteration 31Q: 3 clusters Score -1579183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1579199.125000 Penalty: 4720.075195
	Iteration 32Q: 3 clusters Score -1579199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1579210.625000 Penalty: 4720.075195
	Iteration 33Q: 3 clusters Score -1579211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1579221.000000 Penalty: 4720.075195
	Iteration 34Q: 3 clusters Score -1579221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1579234.000000 Penalty: 4720.075195
	Iteration 35Q: 3 clusters Score -1579234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1579241.125000 Penalty: 4720.075195
	Iteration 36Q: 3 clusters Score -1579241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1579249.125000 Penalty: 4720.075195
	Iteration 37Q: 3 clusters Score -1579249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1579252.375000 Penalty: 4720.075195
	Iteration 38Q: 3 clusters Score -1579252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1579254.125000 Penalty: 4720.075195
	Iteration 39Q: 3 clusters Score -1579254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1579260.625000 Penalty: 4720.075195
	Iteration 40F: 3 clusters Score -1579261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1579259.875000 Penalty: 4720.075195
	Iteration 41Q: 3 clusters Score -1579260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1579264.250000 Penalty: 4720.075195
	Iteration 42Q: 3 clusters Score -1579264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1579267.000000 Penalty: 4720.075195
	Iteration 43Q: 3 clusters Score -1579267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1579264.500000 Penalty: 4720.075195
	Iteration 44Q: 3 clusters Score -1579264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1579271.000000 Penalty: 4720.075195
	Iteration 45Q: 3 clusters Score -1579271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1579273.375000 Penalty: 4720.075195
	Iteration 46Q: 3 clusters Score -1579273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1579269.000000 Penalty: 4720.075195
	Iteration 47Q: 3 clusters Score -1579269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1579273.625000 Penalty: 4720.075195
	Iteration 48Q: 3 clusters Score -1579274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1579273.375000 Penalty: 4720.075195
	Iteration 49Q: 3 clusters Score -1579273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1579276.375000 Penalty: 4720.075195
	Iteration 50Q: 3 clusters Score -1579276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1579286.875000 Penalty: 4720.075195
	Iteration 51Q: 3 clusters Score -1579287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1579291.125000 Penalty: 4720.075195
	Iteration 52Q: 3 clusters Score -1579291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1579295.000000 Penalty: 4720.075195
	Iteration 53Q: 3 clusters Score -1579295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1579301.375000 Penalty: 4720.075195
	Iteration 54Q: 3 clusters Score -1579301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1579310.375000 Penalty: 4720.075195
	Iteration 55Q: 3 clusters Score -1579310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1579327.250000 Penalty: 4720.075195
	Iteration 56Q: 3 clusters Score -1579327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1579335.625000 Penalty: 4720.075195
	Iteration 57Q: 3 clusters Score -1579336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1579343.375000 Penalty: 4720.075195
	Iteration 58Q: 3 clusters Score -1579343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1579360.875000 Penalty: 4720.075195
	Iteration 59Q: 3 clusters Score -1579361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1579367.500000 Penalty: 4720.075195
	Iteration 60F: 3 clusters Score -1579368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1579383.250000 Penalty: 4720.075195
	Iteration 61Q: 3 clusters Score -1579383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1579409.875000 Penalty: 4720.075195
	Iteration 62Q: 3 clusters Score -1579410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1579434.375000 Penalty: 4720.075195
	Iteration 63Q: 3 clusters Score -1579434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1579460.625000 Penalty: 4720.075195
	Iteration 64Q: 3 clusters Score -1579461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1579471.000000 Penalty: 4720.075195
	Iteration 65Q: 3 clusters Score -1579471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1579489.750000 Penalty: 4720.075195
	Iteration 66Q: 3 clusters Score -1579490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1579495.750000 Penalty: 4720.075195
	Iteration 67Q: 3 clusters Score -1579496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1579507.750000 Penalty: 4720.075195
	Iteration 68Q: 3 clusters Score -1579508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1579511.750000 Penalty: 4720.075195
	Iteration 69Q: 3 clusters Score -1579512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1579524.250000 Penalty: 4720.075195
	Iteration 70Q: 3 clusters Score -1579524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1579527.375000 Penalty: 4720.075195
	Iteration 71Q: 3 clusters Score -1579527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1579531.375000 Penalty: 4720.075195
	Iteration 72Q: 3 clusters Score -1579531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1579534.750000 Penalty: 4720.075195
	Iteration 73Q: 3 clusters Score -1579535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1579536.625000 Penalty: 4720.075195
	Iteration 74Q: 3 clusters Score -1579537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1579544.375000 Penalty: 4720.075195
	Iteration 75Q: 3 clusters Score -1579544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1579544.625000 Penalty: 4720.075195
	Iteration 76Q: 3 clusters Score -1579545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1579543.875000 Penalty: 4720.075195
	Iteration 77Q: 3 clusters Score -1579544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1579541.125000 Penalty: 4720.075195
	Iteration 78Q: 3 clusters Score -1579541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1579541.250000 Penalty: 4720.075195
	Iteration 79Q: 3 clusters Score -1579541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1579541.250000 Penalty: 4720.075195
	Iteration 80F: 3 clusters Score -1579541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Entering Unmasked Estep 
Score: -3632899.000000 Penalty: 2571.390625
	Iteration 0F: 2 clusters Score -3632899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3611210.500000 Penalty: 5142.781250
	Iteration 0F: 3 clusters Score -3611210 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3619056.000000 Penalty: 5142.781250
	Iteration 1F: 3 clusters Score -3619056 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3619862.500000 Penalty: 5142.781250
	Iteration 2F: 3 clusters Score -3619862 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3620838.750000 Penalty: 5142.781250
	Iteration 3F: 3 clusters Score -3620839 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3622002.000000 Penalty: 5142.781250
	Iteration 4F: 3 clusters Score -3622002 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3623353.250000 Penalty: 5142.781250
	Iteration 5F: 3 clusters Score -3623353 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3624798.250000 Penalty: 5142.781250
	Iteration 6F: 3 clusters Score -3624798 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3626240.250000 Penalty: 5142.781250
	Iteration 7F: 3 clusters Score -3626240 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3627650.750000 Penalty: 5142.781250
	Iteration 8F: 3 clusters Score -3627651 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3628687.500000 Penalty: 5142.781250
	Iteration 9Q: 3 clusters Score -3628688 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3629478.500000 Penalty: 5142.781250
	Iteration 10Q: 3 clusters Score -3629478 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3630079.000000 Penalty: 5142.781250
	Iteration 11Q: 3 clusters Score -3630079 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3630486.750000 Penalty: 5142.781250
	Iteration 12Q: 3 clusters Score -3630487 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3630728.750000 Penalty: 5142.781250
	Iteration 13Q: 3 clusters Score -3630729 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3630906.250000 Penalty: 5142.781250
	Iteration 14Q: 3 clusters Score -3630906 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3631050.000000 Penalty: 5142.781250
	Iteration 15Q: 3 clusters Score -3631050 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3631177.750000 Penalty: 5142.781250
	Iteration 16Q: 3 clusters Score -3631178 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3631264.750000 Penalty: 5142.781250
	Iteration 17Q: 3 clusters Score -3631265 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3631348.250000 Penalty: 5142.781250
	Iteration 18Q: 3 clusters Score -3631348 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3631449.500000 Penalty: 5142.781250
	Iteration 19Q: 3 clusters Score -3631450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3631499.250000 Penalty: 5142.781250
	Iteration 20F: 3 clusters Score -3631499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3631556.750000 Penalty: 5142.781250
	Iteration 21Q: 3 clusters Score -3631557 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3631595.250000 Penalty: 5142.781250
	Iteration 22Q: 3 clusters Score -3631595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -3631622.000000 Penalty: 5142.781250
	Iteration 23Q: 3 clusters Score -3631622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3631647.750000 Penalty: 5142.781250
	Iteration 24Q: 3 clusters Score -3631648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3631669.750000 Penalty: 5142.781250
	Iteration 25Q: 3 clusters Score -3631670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3631682.000000 Penalty: 5142.781250
	Iteration 26Q: 3 clusters Score -3631682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -3631694.250000 Penalty: 5142.781250
	Iteration 27Q: 3 clusters Score -3631694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3631697.250000 Penalty: 5142.781250
	Iteration 28Q: 3 clusters Score -3631697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3631707.500000 Penalty: 5142.781250
	Iteration 29Q: 3 clusters Score -3631708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3631728.750000 Penalty: 5142.781250
	Iteration 30Q: 3 clusters Score -3631729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3631748.250000 Penalty: 5142.781250
	Iteration 31Q: 3 clusters Score -3631748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3631763.000000 Penalty: 5142.781250
	Iteration 32Q: 3 clusters Score -3631763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3631769.000000 Penalty: 5142.781250
	Iteration 33Q: 3 clusters Score -3631769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -3631774.000000 Penalty: 5142.781250
	Iteration 34Q: 3 clusters Score -3631774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -3631782.000000 Penalty: 5142.781250
	Iteration 35Q: 3 clusters Score -3631782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3631787.500000 Penalty: 5142.781250
	Iteration 36Q: 3 clusters Score -3631788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3631791.750000 Penalty: 5142.781250
	Iteration 37Q: 3 clusters Score -3631792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3631798.000000 Penalty: 5142.781250
	Iteration 38Q: 3 clusters Score -3631798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -3631798.500000 Penalty: 5142.781250
	Iteration 39Q: 3 clusters Score -3631798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3631800.500000 Penalty: 5142.781250
	Iteration 40F: 3 clusters Score -3631800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -3631804.750000 Penalty: 5142.781250
	Iteration 41Q: 3 clusters Score -3631805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -3631802.750000 Penalty: 5142.781250
	Iteration 42Q: 3 clusters Score -3631803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3631805.250000 Penalty: 5142.781250
	Iteration 43Q: 3 clusters Score -3631805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3631804.750000 Penalty: 5142.781250
	Iteration 44Q: 3 clusters Score -3631805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3631803.500000 Penalty: 5142.781250
	Iteration 45Q: 3 clusters Score -3631804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3631805.500000 Penalty: 5142.781250
	Iteration 46Q: 3 clusters Score -3631806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3631808.000000 Penalty: 5142.781250
	Iteration 47Q: 3 clusters Score -3631808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3631810.500000 Penalty: 5142.781250
	Iteration 48Q: 3 clusters Score -3631810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3631810.250000 Penalty: 5142.781250
	Iteration 49Q: 3 clusters Score -3631810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -3631808.500000 Penalty: 5142.781250
	Iteration 50Q: 3 clusters Score -3631808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -3631808.500000 Penalty: 5142.781250
	Iteration 51F: 3 clusters Score -3631808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -541380.437500 Penalty: 2131.671387
	Iteration 0F: 2 clusters Score -541380.4 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 2629 members 
Entering Unmasked Estep 
Score: -537232.687500 Penalty: 4263.342773
	Iteration 0F: 3 clusters Score -537232.7 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -542845.562500 Penalty: 4263.342773
	Iteration 1F: 3 clusters Score -542845.6 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -545273.312500 Penalty: 4263.342773
	Iteration 2F: 3 clusters Score -545273.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -547110.125000 Penalty: 4263.342773
	Iteration 3F: 3 clusters Score -547110.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -548108.562500 Penalty: 4263.342773
	Iteration 4F: 3 clusters Score -548108.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -548875.875000 Penalty: 4263.342773
	Iteration 5Q: 3 clusters Score -548875.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -549106.687500 Penalty: 4263.342773
	Iteration 6Q: 3 clusters Score -549106.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -549210.062500 Penalty: 4263.342773
	Iteration 7Q: 3 clusters Score -549210.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -549263.000000 Penalty: 4263.342773
	Iteration 8Q: 3 clusters Score -549263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -549286.687500 Penalty: 4263.342773
	Iteration 9Q: 3 clusters Score -549286.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -549300.625000 Penalty: 4263.342773
	Iteration 10Q: 3 clusters Score -549300.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -549309.250000 Penalty: 4263.342773
	Iteration 11Q: 3 clusters Score -549309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -549313.750000 Penalty: 4263.342773
	Iteration 12Q: 3 clusters Score -549313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -549317.625000 Penalty: 4263.342773
	Iteration 13Q: 3 clusters Score -549317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -549320.875000 Penalty: 4263.342773
	Iteration 14Q: 3 clusters Score -549320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -549321.125000 Penalty: 4263.342773
	Iteration 15Q: 3 clusters Score -549321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -549324.937500 Penalty: 4263.342773
	Iteration 16Q: 3 clusters Score -549324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -549325.312500 Penalty: 4263.342773
	Iteration 17Q: 3 clusters Score -549325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -549326.687500 Penalty: 4263.342773
	Iteration 18Q: 3 clusters Score -549326.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -549326.687500 Penalty: 4263.342773
	Iteration 19Q: 3 clusters Score -549326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -549326.437500 Penalty: 4263.342773
	Iteration 20F: 3 clusters Score -549326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -549327.250000 Penalty: 4263.342773
	Iteration 21Q: 3 clusters Score -549327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -549326.875000 Penalty: 4263.342773
	Iteration 22Q: 3 clusters Score -549326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -549326.875000 Penalty: 4263.342773
	Iteration 23F: 3 clusters Score -549326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 27646 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 102738 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 36320 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 56833 members 
Mstep: Class 25 contains 226962 members 
Mstep: Class 26 contains 3897 members 
Entering Unmasked Estep 
Score: -205400832.000000 Penalty: 92818.859375
Splitting cluster 21 changes total score from -205379680.000000 to -205400832.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 132216 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 38432 members 
Mstep: Class 6 contains 215818 members 
Mstep: Class 7 contains 74303 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 32362 members 
Mstep: Class 11 contains 235225 members 
Mstep: Class 12 contains 146041 members 
Mstep: Class 13 contains 66963 members 
Mstep: Class 14 contains 27646 members 
Mstep: Class 15 contains 49611 members 
Mstep: Class 16 contains 102738 members 
Mstep: Class 17 contains 194829 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 31841 members 
Mstep: Class 21 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205413040.000000 Penalty: 92818.859375
Iteration 39Q: 27 clusters Score -2.05413e+08 nChanged 28471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 132184 members 
Mstep: Class 3 contains 44421 members 
Mstep: Class 4 contains 19914 members 
Mstep: Class 5 contains 38682 members 
Mstep: Class 6 contains 215612 members 
Mstep: Class 7 contains 75840 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 32269 members 
Mstep: Class 11 contains 236820 members 
Mstep: Class 12 contains 147071 members 
Mstep: Class 13 contains 67304 members 
Mstep: Class 14 contains 28081 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 102551 members 
Mstep: Class 17 contains 194796 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 13898 members 
Mstep: Class 20 contains 32054 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 35526 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 52053 members 
Mstep: Class 25 contains 225578 members 
Mstep: Class 26 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205435472.000000 Penalty: 92818.859375
Iteration 40F: 27 clusters Score -2.054355e+08 nChanged 31401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 130943 members 
Mstep: Class 3 contains 44177 members 
Mstep: Class 4 contains 19607 members 
Mstep: Class 5 contains 38532 members 
Mstep: Class 6 contains 225035 members 
Mstep: Class 7 contains 76573 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 6066 members 
Mstep: Class 10 contains 32066 members 
Mstep: Class 11 contains 236174 members 
Mstep: Class 12 contains 138184 members 
Mstep: Class 13 contains 67361 members 
Mstep: Class 14 contains 27753 members 
Mstep: Class 15 contains 49270 members 
Mstep: Class 16 contains 101349 members 
Mstep: Class 17 contains 194362 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 32099 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 35031 members 
Mstep: Class 23 contains 4185 members 
Mstep: Class 24 contains 51546 members 
Mstep: Class 25 contains 227463 members 
Mstep: Class 26 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205437280.000000 Penalty: 92818.859375
Iteration 41Q: 27 clusters Score -2.054373e+08 nChanged 24825
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 129950 members 
Mstep: Class 3 contains 43969 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 38494 members 
Mstep: Class 6 contains 230139 members 
Mstep: Class 7 contains 77208 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 31975 members 
Mstep: Class 11 contains 235738 members 
Mstep: Class 12 contains 133162 members 
Mstep: Class 13 contains 67490 members 
Mstep: Class 14 contains 27647 members 
Mstep: Class 15 contains 49048 members 
Mstep: Class 16 contains 100620 members 
Mstep: Class 17 contains 194029 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 32237 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 34501 members 
Mstep: Class 23 contains 4796 members 
Mstep: Class 24 contains 50987 members 
Mstep: Class 25 contains 228986 members 
Mstep: Class 26 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205437120.000000 Penalty: 92818.859375
Iteration 42Q: 27 clusters Score -2.054371e+08 nChanged 19019
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 129149 members 
Mstep: Class 3 contains 43774 members 
Mstep: Class 4 contains 18967 members 
Mstep: Class 5 contains 38466 members 
Mstep: Class 6 contains 233035 members 
Mstep: Class 7 contains 77683 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 31967 members 
Mstep: Class 11 contains 235120 members 
Mstep: Class 12 contains 130289 members 
Mstep: Class 13 contains 67609 members 
Mstep: Class 14 contains 27569 members 
Mstep: Class 15 contains 48885 members 
Mstep: Class 16 contains 100287 members 
Mstep: Class 17 contains 193757 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 15150 members 
Mstep: Class 20 contains 32422 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 34045 members 
Mstep: Class 23 contains 5240 members 
Mstep: Class 24 contains 50537 members 
Mstep: Class 25 contains 230188 members 
Mstep: Class 26 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205436304.000000 Penalty: 92818.859375
Iteration 43Q: 27 clusters Score -2.054363e+08 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 128471 members 
Mstep: Class 3 contains 43585 members 
Mstep: Class 4 contains 18683 members 
Mstep: Class 5 contains 38438 members 
Mstep: Class 6 contains 234544 members 
Mstep: Class 7 contains 78060 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 31990 members 
Mstep: Class 11 contains 234492 members 
Mstep: Class 12 contains 128743 members 
Mstep: Class 13 contains 67710 members 
Mstep: Class 14 contains 27473 members 
Mstep: Class 15 contains 48768 members 
Mstep: Class 16 contains 100121 members 
Mstep: Class 17 contains 193537 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 15543 members 
Mstep: Class 20 contains 32654 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 33671 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 50177 members 
Mstep: Class 25 contains 231109 members 
Mstep: Class 26 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205435584.000000 Penalty: 92818.859375
Iteration 44Q: 27 clusters Score -2.054356e+08 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 127956 members 
Mstep: Class 3 contains 43418 members 
Mstep: Class 4 contains 18426 members 
Mstep: Class 5 contains 38413 members 
Mstep: Class 6 contains 235135 members 
Mstep: Class 7 contains 78360 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 7758 members 
Mstep: Class 10 contains 32004 members 
Mstep: Class 11 contains 233860 members 
Mstep: Class 12 contains 127983 members 
Mstep: Class 13 contains 67798 members 
Mstep: Class 14 contains 27373 members 
Mstep: Class 15 contains 48685 members 
Mstep: Class 16 contains 100054 members 
Mstep: Class 17 contains 193366 members 
Mstep: Class 18 contains 2872 members 
Mstep: Class 19 contains 15948 members 
Mstep: Class 20 contains 32819 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 33312 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 49865 members 
Mstep: Class 25 contains 231946 members 
Mstep: Class 26 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205435344.000000 Penalty: 92818.859375
Iteration 45Q: 27 clusters Score -2.054353e+08 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 127532 members 
Mstep: Class 3 contains 43278 members 
Mstep: Class 4 contains 18170 members 
Mstep: Class 5 contains 38398 members 
Mstep: Class 6 contains 235204 members 
Mstep: Class 7 contains 78604 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 8144 members 
Mstep: Class 10 contains 32012 members 
Mstep: Class 11 contains 233325 members 
Mstep: Class 12 contains 127648 members 
Mstep: Class 13 contains 67884 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 48612 members 
Mstep: Class 16 contains 100085 members 
Mstep: Class 17 contains 193216 members 
Mstep: Class 18 contains 2949 members 
Mstep: Class 19 contains 16353 members 
Mstep: Class 20 contains 32978 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 33019 members 
Mstep: Class 23 contains 6061 members 
Mstep: Class 24 contains 49561 members 
Mstep: Class 25 contains 232624 members 
Mstep: Class 26 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205435232.000000 Penalty: 92818.859375
Iteration 46Q: 27 clusters Score -2.054352e+08 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 127124 members 
Mstep: Class 3 contains 43154 members 
Mstep: Class 4 contains 17946 members 
Mstep: Class 5 contains 38335 members 
Mstep: Class 6 contains 234944 members 
Mstep: Class 7 contains 78809 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 8525 members 
Mstep: Class 10 contains 32027 members 
Mstep: Class 11 contains 232847 members 
Mstep: Class 12 contains 127675 members 
Mstep: Class 13 contains 67950 members 
Mstep: Class 14 contains 27089 members 
Mstep: Class 15 contains 48556 members 
Mstep: Class 16 contains 100147 members 
Mstep: Class 17 contains 193076 members 
Mstep: Class 18 contains 3012 members 
Mstep: Class 19 contains 16750 members 
Mstep: Class 20 contains 33074 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 32814 members 
Mstep: Class 23 contains 6215 members 
Mstep: Class 24 contains 49348 members 
Mstep: Class 25 contains 233108 members 
Mstep: Class 26 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205435376.000000 Penalty: 92818.859375
Iteration 47Q: 27 clusters Score -2.054354e+08 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 126758 members 
Mstep: Class 3 contains 43049 members 
Mstep: Class 4 contains 17765 members 
Mstep: Class 5 contains 38284 members 
Mstep: Class 6 contains 234358 members 
Mstep: Class 7 contains 78993 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 232413 members 
Mstep: Class 12 contains 127968 members 
Mstep: Class 13 contains 67999 members 
Mstep: Class 14 contains 26939 members 
Mstep: Class 15 contains 48520 members 
Mstep: Class 16 contains 100233 members 
Mstep: Class 17 contains 192944 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 17142 members 
Mstep: Class 20 contains 33203 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 32621 members 
Mstep: Class 23 contains 6351 members 
Mstep: Class 24 contains 49194 members 
Mstep: Class 25 contains 233501 members 
Mstep: Class 26 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205435616.000000 Penalty: 92818.859375
Iteration 48Q: 27 clusters Score -2.054356e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 126382 members 
Mstep: Class 3 contains 42965 members 
Mstep: Class 4 contains 17622 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 233719 members 
Mstep: Class 7 contains 79162 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 9181 members 
Mstep: Class 10 contains 31998 members 
Mstep: Class 11 contains 231964 members 
Mstep: Class 12 contains 128398 members 
Mstep: Class 13 contains 68060 members 
Mstep: Class 14 contains 26730 members 
Mstep: Class 15 contains 48475 members 
Mstep: Class 16 contains 100351 members 
Mstep: Class 17 contains 192805 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 17539 members 
Mstep: Class 20 contains 33276 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 32484 members 
Mstep: Class 23 contains 6443 members 
Mstep: Class 24 contains 49103 members 
Mstep: Class 25 contains 233873 members 
Mstep: Class 26 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205435808.000000 Penalty: 92818.859375
Iteration 49Q: 27 clusters Score -2.054358e+08 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 126013 members 
Mstep: Class 3 contains 42906 members 
Mstep: Class 4 contains 17471 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 233039 members 
Mstep: Class 7 contains 79305 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 31989 members 
Mstep: Class 11 contains 231542 members 
Mstep: Class 12 contains 128913 members 
Mstep: Class 13 contains 68105 members 
Mstep: Class 14 contains 26547 members 
Mstep: Class 15 contains 48440 members 
Mstep: Class 16 contains 100469 members 
Mstep: Class 17 contains 192682 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 17941 members 
Mstep: Class 20 contains 33338 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 32377 members 
Mstep: Class 23 contains 6527 members 
Mstep: Class 24 contains 48951 members 
Mstep: Class 25 contains 234190 members 
Mstep: Class 26 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205437584.000000 Penalty: 92818.859375
Iteration 50Q: 27 clusters Score -2.054376e+08 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 125606 members 
Mstep: Class 3 contains 42852 members 
Mstep: Class 4 contains 17360 members 
Mstep: Class 5 contains 38201 members 
Mstep: Class 6 contains 232379 members 
Mstep: Class 7 contains 79434 members 
Mstep: Class 8 contains 7116 members 
Mstep: Class 9 contains 9748 members 
Mstep: Class 10 contains 31986 members 
Mstep: Class 11 contains 231182 members 
Mstep: Class 12 contains 129467 members 
Mstep: Class 13 contains 68159 members 
Mstep: Class 14 contains 26353 members 
Mstep: Class 15 contains 48409 members 
Mstep: Class 16 contains 100612 members 
Mstep: Class 17 contains 192617 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 18321 members 
Mstep: Class 20 contains 33411 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 32268 members 
Mstep: Class 23 contains 6587 members 
Mstep: Class 24 contains 48835 members 
Mstep: Class 25 contains 234485 members 
Mstep: Class 26 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205438080.000000 Penalty: 92818.859375
Iteration 51Q: 27 clusters Score -2.054381e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 125161 members 
Mstep: Class 3 contains 42815 members 
Mstep: Class 4 contains 17238 members 
Mstep: Class 5 contains 38160 members 
Mstep: Class 6 contains 231747 members 
Mstep: Class 7 contains 79540 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 9954 members 
Mstep: Class 10 contains 31980 members 
Mstep: Class 11 contains 230839 members 
Mstep: Class 12 contains 130109 members 
Mstep: Class 13 contains 68200 members 
Mstep: Class 14 contains 26131 members 
Mstep: Class 15 contains 48412 members 
Mstep: Class 16 contains 100767 members 
Mstep: Class 17 contains 192551 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 18696 members 
Mstep: Class 20 contains 33488 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 32152 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 48722 members 
Mstep: Class 25 contains 234754 members 
Mstep: Class 26 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205438176.000000 Penalty: 92818.859375
Iteration 52Q: 27 clusters Score -2.054382e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 124759 members 
Mstep: Class 3 contains 42776 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 38104 members 
Mstep: Class 6 contains 231078 members 
Mstep: Class 7 contains 79651 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 10139 members 
Mstep: Class 10 contains 31984 members 
Mstep: Class 11 contains 230477 members 
Mstep: Class 12 contains 130784 members 
Mstep: Class 13 contains 68242 members 
Mstep: Class 14 contains 25885 members 
Mstep: Class 15 contains 48425 members 
Mstep: Class 16 contains 100943 members 
Mstep: Class 17 contains 192499 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 19078 members 
Mstep: Class 20 contains 33568 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 32062 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 48600 members 
Mstep: Class 25 contains 235015 members 
Mstep: Class 26 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205438688.000000 Penalty: 92818.859375
Iteration 53Q: 27 clusters Score -2.054387e+08 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 124330 members 
Mstep: Class 3 contains 42743 members 
Mstep: Class 4 contains 17046 members 
Mstep: Class 5 contains 38056 members 
Mstep: Class 6 contains 230459 members 
Mstep: Class 7 contains 79744 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 10 contains 31973 members 
Mstep: Class 11 contains 230137 members 
Mstep: Class 12 contains 131477 members 
Mstep: Class 13 contains 68288 members 
Mstep: Class 14 contains 25655 members 
Mstep: Class 15 contains 48447 members 
Mstep: Class 16 contains 101161 members 
Mstep: Class 17 contains 192450 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 19427 members 
Mstep: Class 20 contains 33606 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 31972 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 48468 members 
Mstep: Class 25 contains 235282 members 
Mstep: Class 26 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205438752.000000 Penalty: 92818.859375
Iteration 54Q: 27 clusters Score -2.054388e+08 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 123874 members 
Mstep: Class 3 contains 42725 members 
Mstep: Class 4 contains 16952 members 
Mstep: Class 5 contains 38033 members 
Mstep: Class 6 contains 229798 members 
Mstep: Class 7 contains 79823 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 10458 members 
Mstep: Class 10 contains 31963 members 
Mstep: Class 11 contains 229873 members 
Mstep: Class 12 contains 132229 members 
Mstep: Class 13 contains 68314 members 
Mstep: Class 14 contains 25421 members 
Mstep: Class 15 contains 48463 members 
Mstep: Class 16 contains 101378 members 
Mstep: Class 17 contains 192426 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 19758 members 
Mstep: Class 20 contains 33664 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 31858 members 
Mstep: Class 23 contains 6799 members 
Mstep: Class 24 contains 48350 members 
Mstep: Class 25 contains 235528 members 
Mstep: Class 26 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205438608.000000 Penalty: 92818.859375
Iteration 55Q: 27 clusters Score -2.054386e+08 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 123425 members 
Mstep: Class 3 contains 42686 members 
Mstep: Class 4 contains 16856 members 
Mstep: Class 5 contains 38015 members 
Mstep: Class 6 contains 229103 members 
Mstep: Class 7 contains 79892 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 10636 members 
Mstep: Class 10 contains 31942 members 
Mstep: Class 11 contains 229625 members 
Mstep: Class 12 contains 133019 members 
Mstep: Class 13 contains 68338 members 
Mstep: Class 14 contains 25206 members 
Mstep: Class 15 contains 48481 members 
Mstep: Class 16 contains 101571 members 
Mstep: Class 17 contains 192418 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 33729 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 31770 members 
Mstep: Class 23 contains 6842 members 
Mstep: Class 24 contains 48234 members 
Mstep: Class 25 contains 235751 members 
Mstep: Class 26 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205438608.000000 Penalty: 92818.859375
Iteration 56Q: 27 clusters Score -2.054386e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 123021 members 
Mstep: Class 3 contains 42654 members 
Mstep: Class 4 contains 16787 members 
Mstep: Class 5 contains 38009 members 
Mstep: Class 6 contains 228399 members 
Mstep: Class 7 contains 79955 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 31940 members 
Mstep: Class 11 contains 229392 members 
Mstep: Class 12 contains 133829 members 
Mstep: Class 13 contains 68364 members 
Mstep: Class 14 contains 24995 members 
Mstep: Class 15 contains 48495 members 
Mstep: Class 16 contains 101750 members 
Mstep: Class 17 contains 192395 members 
Mstep: Class 18 contains 3235 members 
Mstep: Class 19 contains 20362 members 
Mstep: Class 20 contains 33751 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 31680 members 
Mstep: Class 23 contains 6889 members 
Mstep: Class 24 contains 48097 members 
Mstep: Class 25 contains 235942 members 
Mstep: Class 26 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205439056.000000 Penalty: 92818.859375
Iteration 57Q: 27 clusters Score -2.054391e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 122659 members 
Mstep: Class 3 contains 42623 members 
Mstep: Class 4 contains 16754 members 
Mstep: Class 5 contains 38005 members 
Mstep: Class 6 contains 227642 members 
Mstep: Class 7 contains 79992 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 10955 members 
Mstep: Class 10 contains 31943 members 
Mstep: Class 11 contains 229147 members 
Mstep: Class 12 contains 134688 members 
Mstep: Class 13 contains 68393 members 
Mstep: Class 14 contains 24760 members 
Mstep: Class 15 contains 48500 members 
Mstep: Class 16 contains 101971 members 
Mstep: Class 17 contains 192394 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 20691 members 
Mstep: Class 20 contains 33777 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 31565 members 
Mstep: Class 23 contains 6921 members 
Mstep: Class 24 contains 47955 members 
Mstep: Class 25 contains 236106 members 
Mstep: Class 26 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205439552.000000 Penalty: 92818.859375
Iteration 58Q: 27 clusters Score -2.054396e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 122245 members 
Mstep: Class 3 contains 42602 members 
Mstep: Class 4 contains 16700 members 
Mstep: Class 5 contains 38041 members 
Mstep: Class 6 contains 226941 members 
Mstep: Class 7 contains 80030 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 31939 members 
Mstep: Class 11 contains 228897 members 
Mstep: Class 12 contains 135515 members 
Mstep: Class 13 contains 68413 members 
Mstep: Class 14 contains 24554 members 
Mstep: Class 15 contains 48504 members 
Mstep: Class 16 contains 102134 members 
Mstep: Class 17 contains 192370 members 
Mstep: Class 18 contains 3250 members 
Mstep: Class 19 contains 21042 members 
Mstep: Class 20 contains 33826 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 31469 members 
Mstep: Class 23 contains 6960 members 
Mstep: Class 24 contains 47830 members 
Mstep: Class 25 contains 236244 members 
Mstep: Class 26 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205440112.000000 Penalty: 92818.859375
Iteration 59Q: 27 clusters Score -2.054401e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 121809 members 
Mstep: Class 3 contains 42589 members 
Mstep: Class 4 contains 16640 members 
Mstep: Class 5 contains 38061 members 
Mstep: Class 6 contains 226371 members 
Mstep: Class 7 contains 80057 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 31922 members 
Mstep: Class 11 contains 228704 members 
Mstep: Class 12 contains 136295 members 
Mstep: Class 13 contains 68431 members 
Mstep: Class 14 contains 24397 members 
Mstep: Class 15 contains 48504 members 
Mstep: Class 16 contains 102292 members 
Mstep: Class 17 contains 192355 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 21343 members 
Mstep: Class 20 contains 33839 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 31336 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 47701 members 
Mstep: Class 25 contains 236384 members 
Mstep: Class 26 contains 4141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205440976.000000 Penalty: 92818.859375
Iteration 60F: 27 clusters Score -2.05441e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 121388 members 
Mstep: Class 3 contains 42573 members 
Mstep: Class 4 contains 16557 members 
Mstep: Class 5 contains 38061 members 
Mstep: Class 6 contains 225815 members 
Mstep: Class 7 contains 80066 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 9 contains 11504 members 
Mstep: Class 10 contains 31890 members 
Mstep: Class 11 contains 228516 members 
Mstep: Class 12 contains 137066 members 
Mstep: Class 13 contains 68448 members 
Mstep: Class 14 contains 24258 members 
Mstep: Class 15 contains 48485 members 
Mstep: Class 16 contains 102441 members 
Mstep: Class 17 contains 192340 members 
Mstep: Class 18 contains 3258 members 
Mstep: Class 19 contains 21691 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 31196 members 
Mstep: Class 23 contains 7027 members 
Mstep: Class 24 contains 47581 members 
Mstep: Class 25 contains 236501 members 
Mstep: Class 26 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205441216.000000 Penalty: 92818.859375
Iteration 61Q: 27 clusters Score -2.054412e+08 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 120962 members 
Mstep: Class 3 contains 42554 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 38051 members 
Mstep: Class 6 contains 225270 members 
Mstep: Class 7 contains 80098 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 11743 members 
Mstep: Class 10 contains 31868 members 
Mstep: Class 11 contains 228313 members 
Mstep: Class 12 contains 137817 members 
Mstep: Class 13 contains 68472 members 
Mstep: Class 14 contains 24142 members 
Mstep: Class 15 contains 48469 members 
Mstep: Class 16 contains 102561 members 
Mstep: Class 17 contains 192331 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 22027 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 31048 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 47474 members 
Mstep: Class 25 contains 236597 members 
Mstep: Class 26 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205441440.000000 Penalty: 92818.859375
Iteration 62Q: 27 clusters Score -2.054414e+08 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 120547 members 
Mstep: Class 3 contains 42531 members 
Mstep: Class 4 contains 16389 members 
Mstep: Class 5 contains 38011 members 
Mstep: Class 6 contains 224673 members 
Mstep: Class 7 contains 80130 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 11962 members 
Mstep: Class 10 contains 31852 members 
Mstep: Class 11 contains 228054 members 
Mstep: Class 12 contains 138611 members 
Mstep: Class 13 contains 68494 members 
Mstep: Class 14 contains 24060 members 
Mstep: Class 15 contains 48423 members 
Mstep: Class 16 contains 102703 members 
Mstep: Class 17 contains 192335 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 33843 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 30888 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 47388 members 
Mstep: Class 25 contains 236698 members 
Mstep: Class 26 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205441840.000000 Penalty: 92818.859375
Iteration 63Q: 27 clusters Score -2.054418e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 120108 members 
Mstep: Class 3 contains 42515 members 
Mstep: Class 4 contains 16260 members 
Mstep: Class 5 contains 38009 members 
Mstep: Class 6 contains 224144 members 
Mstep: Class 7 contains 80164 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 12171 members 
Mstep: Class 10 contains 31826 members 
Mstep: Class 11 contains 227796 members 
Mstep: Class 12 contains 139390 members 
Mstep: Class 13 contains 68510 members 
Mstep: Class 14 contains 23981 members 
Mstep: Class 15 contains 48403 members 
Mstep: Class 16 contains 102866 members 
Mstep: Class 17 contains 192321 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 22696 members 
Mstep: Class 20 contains 33861 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 30710 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 47310 members 
Mstep: Class 25 contains 236828 members 
Mstep: Class 26 contains 4141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205441824.000000 Penalty: 92818.859375
Iteration 64Q: 27 clusters Score -2.054418e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 119683 members 
Mstep: Class 3 contains 42484 members 
Mstep: Class 4 contains 16149 members 
Mstep: Class 5 contains 37996 members 
Mstep: Class 6 contains 223602 members 
Mstep: Class 7 contains 80200 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 31797 members 
Mstep: Class 11 contains 227551 members 
Mstep: Class 12 contains 140223 members 
Mstep: Class 13 contains 68524 members 
Mstep: Class 14 contains 23927 members 
Mstep: Class 15 contains 48373 members 
Mstep: Class 16 contains 103044 members 
Mstep: Class 17 contains 192314 members 
Mstep: Class 18 contains 3268 members 
Mstep: Class 19 contains 23038 members 
Mstep: Class 20 contains 33848 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 30496 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 47223 members 
Mstep: Class 25 contains 236988 members 
Mstep: Class 26 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205442128.000000 Penalty: 92818.859375
Iteration 65Q: 27 clusters Score -2.054421e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 119264 members 
Mstep: Class 3 contains 42461 members 
Mstep: Class 4 contains 16077 members 
Mstep: Class 5 contains 38000 members 
Mstep: Class 6 contains 223116 members 
Mstep: Class 7 contains 80233 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 12525 members 
Mstep: Class 10 contains 31780 members 
Mstep: Class 11 contains 227309 members 
Mstep: Class 12 contains 140980 members 
Mstep: Class 13 contains 68542 members 
Mstep: Class 14 contains 23906 members 
Mstep: Class 15 contains 48356 members 
Mstep: Class 16 contains 103215 members 
Mstep: Class 17 contains 192294 members 
Mstep: Class 18 contains 3270 members 
Mstep: Class 19 contains 23329 members 
Mstep: Class 20 contains 33835 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 30266 members 
Mstep: Class 23 contains 7163 members 
Mstep: Class 24 contains 47142 members 
Mstep: Class 25 contains 237138 members 
Mstep: Class 26 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205442768.000000 Penalty: 92818.859375
Iteration 66Q: 27 clusters Score -2.054428e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 118843 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 16040 members 
Mstep: Class 5 contains 37961 members 
Mstep: Class 6 contains 222620 members 
Mstep: Class 7 contains 80281 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 12713 members 
Mstep: Class 10 contains 31772 members 
Mstep: Class 11 contains 227096 members 
Mstep: Class 12 contains 141722 members 
Mstep: Class 13 contains 68555 members 
Mstep: Class 14 contains 23880 members 
Mstep: Class 15 contains 48333 members 
Mstep: Class 16 contains 103381 members 
Mstep: Class 17 contains 192276 members 
Mstep: Class 18 contains 3268 members 
Mstep: Class 19 contains 23609 members 
Mstep: Class 20 contains 33842 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 30035 members 
Mstep: Class 23 contains 7174 members 
Mstep: Class 24 contains 47054 members 
Mstep: Class 25 contains 237286 members 
Mstep: Class 26 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205443344.000000 Penalty: 92818.859375
Iteration 67Q: 27 clusters Score -2.054433e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 118406 members 
Mstep: Class 3 contains 42410 members 
Mstep: Class 4 contains 15943 members 
Mstep: Class 5 contains 37932 members 
Mstep: Class 6 contains 222065 members 
Mstep: Class 7 contains 80323 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 12888 members 
Mstep: Class 10 contains 31757 members 
Mstep: Class 11 contains 226928 members 
Mstep: Class 12 contains 142548 members 
Mstep: Class 13 contains 68562 members 
Mstep: Class 14 contains 23904 members 
Mstep: Class 15 contains 48319 members 
Mstep: Class 16 contains 103519 members 
Mstep: Class 17 contains 192263 members 
Mstep: Class 18 contains 3270 members 
Mstep: Class 19 contains 23874 members 
Mstep: Class 20 contains 33848 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 29804 members 
Mstep: Class 23 contains 7180 members 
Mstep: Class 24 contains 46972 members 
Mstep: Class 25 contains 237424 members 
Mstep: Class 26 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205443744.000000 Penalty: 92818.859375
Iteration 68Q: 27 clusters Score -2.054437e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 118004 members 
Mstep: Class 3 contains 42397 members 
Mstep: Class 4 contains 15871 members 
Mstep: Class 5 contains 37894 members 
Mstep: Class 6 contains 221503 members 
Mstep: Class 7 contains 80366 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 10 contains 31724 members 
Mstep: Class 11 contains 226759 members 
Mstep: Class 12 contains 143401 members 
Mstep: Class 13 contains 68576 members 
Mstep: Class 14 contains 23958 members 
Mstep: Class 15 contains 48312 members 
Mstep: Class 16 contains 103639 members 
Mstep: Class 17 contains 192245 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 24127 members 
Mstep: Class 20 contains 33866 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 29523 members 
Mstep: Class 23 contains 7182 members 
Mstep: Class 24 contains 46907 members 
Mstep: Class 25 contains 237536 members 
Mstep: Class 26 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205443776.000000 Penalty: 92818.859375
Iteration 69Q: 27 clusters Score -2.054438e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 117592 members 
Mstep: Class 3 contains 42384 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 37840 members 
Mstep: Class 6 contains 220901 members 
Mstep: Class 7 contains 80408 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 13221 members 
Mstep: Class 10 contains 31682 members 
Mstep: Class 11 contains 226643 members 
Mstep: Class 12 contains 144239 members 
Mstep: Class 13 contains 68572 members 
Mstep: Class 14 contains 24050 members 
Mstep: Class 15 contains 48314 members 
Mstep: Class 16 contains 103764 members 
Mstep: Class 17 contains 192227 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 24395 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 29218 members 
Mstep: Class 23 contains 7190 members 
Mstep: Class 24 contains 46857 members 
Mstep: Class 25 contains 237615 members 
Mstep: Class 26 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205444128.000000 Penalty: 92818.859375
Iteration 70Q: 27 clusters Score -2.054441e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 117176 members 
Mstep: Class 3 contains 42384 members 
Mstep: Class 4 contains 15747 members 
Mstep: Class 5 contains 37775 members 
Mstep: Class 6 contains 220235 members 
Mstep: Class 7 contains 80436 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 13389 members 
Mstep: Class 10 contains 31646 members 
Mstep: Class 11 contains 226555 members 
Mstep: Class 12 contains 145136 members 
Mstep: Class 13 contains 68565 members 
Mstep: Class 14 contains 24192 members 
Mstep: Class 15 contains 48310 members 
Mstep: Class 16 contains 103882 members 
Mstep: Class 17 contains 192217 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 24610 members 
Mstep: Class 20 contains 33889 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 28934 members 
Mstep: Class 23 contains 7195 members 
Mstep: Class 24 contains 46794 members 
Mstep: Class 25 contains 237724 members 
Mstep: Class 26 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205444656.000000 Penalty: 92818.859375
Iteration 71Q: 27 clusters Score -2.054447e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 116784 members 
Mstep: Class 3 contains 42373 members 
Mstep: Class 4 contains 15708 members 
Mstep: Class 5 contains 37713 members 
Mstep: Class 6 contains 219563 members 
Mstep: Class 7 contains 80480 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 13570 members 
Mstep: Class 10 contains 31618 members 
Mstep: Class 11 contains 226530 members 
Mstep: Class 12 contains 146035 members 
Mstep: Class 13 contains 68574 members 
Mstep: Class 14 contains 24331 members 
Mstep: Class 15 contains 48303 members 
Mstep: Class 16 contains 103960 members 
Mstep: Class 17 contains 192190 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 24763 members 
Mstep: Class 20 contains 33883 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 28641 members 
Mstep: Class 23 contains 7205 members 
Mstep: Class 24 contains 46749 members 
Mstep: Class 25 contains 237808 members 
Mstep: Class 26 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205445056.000000 Penalty: 92818.859375
Iteration 72Q: 27 clusters Score -2.054451e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 116415 members 
Mstep: Class 3 contains 42358 members 
Mstep: Class 4 contains 15724 members 
Mstep: Class 5 contains 37628 members 
Mstep: Class 6 contains 218882 members 
Mstep: Class 7 contains 80501 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 13740 members 
Mstep: Class 10 contains 31587 members 
Mstep: Class 11 contains 226497 members 
Mstep: Class 12 contains 146924 members 
Mstep: Class 13 contains 68585 members 
Mstep: Class 14 contains 24457 members 
Mstep: Class 15 contains 48302 members 
Mstep: Class 16 contains 104048 members 
Mstep: Class 17 contains 192155 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 33878 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 28356 members 
Mstep: Class 23 contains 7207 members 
Mstep: Class 24 contains 46700 members 
Mstep: Class 25 contains 237898 members 
Mstep: Class 26 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205445680.000000 Penalty: 92818.859375
Iteration 73Q: 27 clusters Score -2.054457e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 116025 members 
Mstep: Class 3 contains 42345 members 
Mstep: Class 4 contains 15767 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 218201 members 
Mstep: Class 7 contains 80523 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 13947 members 
Mstep: Class 10 contains 31567 members 
Mstep: Class 11 contains 226467 members 
Mstep: Class 12 contains 147820 members 
Mstep: Class 13 contains 68589 members 
Mstep: Class 14 contains 24551 members 
Mstep: Class 15 contains 48292 members 
Mstep: Class 16 contains 104160 members 
Mstep: Class 17 contains 192135 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 25055 members 
Mstep: Class 20 contains 33833 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 28067 members 
Mstep: Class 23 contains 7209 members 
Mstep: Class 24 contains 46656 members 
Mstep: Class 25 contains 237990 members 
Mstep: Class 26 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205445792.000000 Penalty: 92818.859375
Iteration 74Q: 27 clusters Score -2.054458e+08 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 115607 members 
Mstep: Class 3 contains 42328 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 37473 members 
Mstep: Class 6 contains 217494 members 
Mstep: Class 7 contains 80568 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 14153 members 
Mstep: Class 10 contains 31537 members 
Mstep: Class 11 contains 226439 members 
Mstep: Class 12 contains 148748 members 
Mstep: Class 13 contains 68591 members 
Mstep: Class 14 contains 24639 members 
Mstep: Class 15 contains 48266 members 
Mstep: Class 16 contains 104277 members 
Mstep: Class 17 contains 192098 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 25157 members 
Mstep: Class 20 contains 33786 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 27812 members 
Mstep: Class 23 contains 7210 members 
Mstep: Class 24 contains 46603 members 
Mstep: Class 25 contains 238108 members 
Mstep: Class 26 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205445760.000000 Penalty: 92818.859375
Iteration 75Q: 27 clusters Score -2.054458e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 115196 members 
Mstep: Class 3 contains 42308 members 
Mstep: Class 4 contains 15912 members 
Mstep: Class 5 contains 37390 members 
Mstep: Class 6 contains 216849 members 
Mstep: Class 7 contains 80623 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 14313 members 
Mstep: Class 10 contains 31487 members 
Mstep: Class 11 contains 226444 members 
Mstep: Class 12 contains 149650 members 
Mstep: Class 13 contains 68611 members 
Mstep: Class 14 contains 24726 members 
Mstep: Class 15 contains 48250 members 
Mstep: Class 16 contains 104385 members 
Mstep: Class 17 contains 192085 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 25227 members 
Mstep: Class 20 contains 33755 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 27585 members 
Mstep: Class 23 contains 7208 members 
Mstep: Class 24 contains 46550 members 
Mstep: Class 25 contains 238180 members 
Mstep: Class 26 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205445872.000000 Penalty: 92818.859375
Iteration 76Q: 27 clusters Score -2.054459e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 114819 members 
Mstep: Class 3 contains 42288 members 
Mstep: Class 4 contains 15977 members 
Mstep: Class 5 contains 37288 members 
Mstep: Class 6 contains 216243 members 
Mstep: Class 7 contains 80668 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 14486 members 
Mstep: Class 10 contains 31448 members 
Mstep: Class 11 contains 226418 members 
Mstep: Class 12 contains 150452 members 
Mstep: Class 13 contains 68640 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 15 contains 48253 members 
Mstep: Class 16 contains 104502 members 
Mstep: Class 17 contains 192091 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 25317 members 
Mstep: Class 20 contains 33721 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 7208 members 
Mstep: Class 24 contains 46502 members 
Mstep: Class 25 contains 238238 members 
Mstep: Class 26 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205446352.000000 Penalty: 92818.859375
Iteration 77Q: 27 clusters Score -2.054464e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 114419 members 
Mstep: Class 3 contains 42274 members 
Mstep: Class 4 contains 16050 members 
Mstep: Class 5 contains 37185 members 
Mstep: Class 6 contains 215685 members 
Mstep: Class 7 contains 80717 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14647 members 
Mstep: Class 10 contains 31423 members 
Mstep: Class 11 contains 226395 members 
Mstep: Class 12 contains 151270 members 
Mstep: Class 13 contains 68641 members 
Mstep: Class 14 contains 24938 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 104619 members 
Mstep: Class 17 contains 192087 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 25375 members 
Mstep: Class 20 contains 33674 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 27153 members 
Mstep: Class 23 contains 7210 members 
Mstep: Class 24 contains 46454 members 
Mstep: Class 25 contains 238282 members 
Mstep: Class 26 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205445984.000000 Penalty: 92818.859375
Iteration 78Q: 27 clusters Score -2.05446e+08 nChanged 3055
Entering ConstructFrom: 
Score: -205445984.000000 Penalty: 92818.859375
Entering ConstructFrom: 
Trying to split cluster 1 (22313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Entering Unmasked Estep 
Score: -2603614.250000 Penalty: 2483.205322
	Iteration 0F: 2 clusters Score -2603614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2587965.250000 Penalty: 4966.410645
	Iteration 0F: 3 clusters Score -2587965 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2593287.250000 Penalty: 4966.410645
	Iteration 1F: 3 clusters Score -2593287 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2593856.750000 Penalty: 4966.410645
	Iteration 2F: 3 clusters Score -2593857 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2594455.000000 Penalty: 4966.410645
	Iteration 3F: 3 clusters Score -2594455 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2595183.750000 Penalty: 4966.410645
	Iteration 4F: 3 clusters Score -2595184 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2596069.750000 Penalty: 4966.410645
	Iteration 5F: 3 clusters Score -2596070 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2597137.250000 Penalty: 4966.410645
	Iteration 6F: 3 clusters Score -2597137 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2598261.250000 Penalty: 4966.410645
	Iteration 7F: 3 clusters Score -2598261 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2599300.500000 Penalty: 4966.410645
	Iteration 8F: 3 clusters Score -2599300 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2600050.750000 Penalty: 4966.410645
	Iteration 9F: 3 clusters Score -2600051 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2600525.000000 Penalty: 4966.410645
	Iteration 10Q: 3 clusters Score -2600525 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2600819.000000 Penalty: 4966.410645
	Iteration 11Q: 3 clusters Score -2600819 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2601013.000000 Penalty: 4966.410645
	Iteration 12Q: 3 clusters Score -2601013 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2601100.250000 Penalty: 4966.410645
	Iteration 13Q: 3 clusters Score -2601100 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2601178.000000 Penalty: 4966.410645
	Iteration 14Q: 3 clusters Score -2601178 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2601225.250000 Penalty: 4966.410645
	Iteration 15Q: 3 clusters Score -2601225 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2601265.500000 Penalty: 4966.410645
	Iteration 16Q: 3 clusters Score -2601266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2601287.000000 Penalty: 4966.410645
	Iteration 17Q: 3 clusters Score -2601287 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2601294.250000 Penalty: 4966.410645
	Iteration 18Q: 3 clusters Score -2601294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2601298.750000 Penalty: 4966.410645
	Iteration 19Q: 3 clusters Score -2601299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2601297.500000 Penalty: 4966.410645
	Iteration 20F: 3 clusters Score -2601298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2601303.250000 Penalty: 4966.410645
	Iteration 21Q: 3 clusters Score -2601303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2601299.500000 Penalty: 4966.410645
	Iteration 22Q: 3 clusters Score -2601300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2601303.750000 Penalty: 4966.410645
	Iteration 23Q: 3 clusters Score -2601304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2601303.750000 Penalty: 4966.410645
	Iteration 24Q: 3 clusters Score -2601304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2601306.500000 Penalty: 4966.410645
	Iteration 25Q: 3 clusters Score -2601306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2601310.000000 Penalty: 4966.410645
	Iteration 26Q: 3 clusters Score -2601310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2601313.500000 Penalty: 4966.410645
	Iteration 27Q: 3 clusters Score -2601314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2601312.500000 Penalty: 4966.410645
	Iteration 28Q: 3 clusters Score -2601312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2601313.750000 Penalty: 4966.410645
	Iteration 29Q: 3 clusters Score -2601314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2601310.000000 Penalty: 4966.410645
	Iteration 30Q: 3 clusters Score -2601310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2601311.750000 Penalty: 4966.410645
	Iteration 31Q: 3 clusters Score -2601312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2601313.250000 Penalty: 4966.410645
	Iteration 32Q: 3 clusters Score -2601313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2601315.000000 Penalty: 4966.410645
	Iteration 33Q: 3 clusters Score -2601315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2601310.000000 Penalty: 4966.410645
	Iteration 34Q: 3 clusters Score -2601310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2601311.750000 Penalty: 4966.410645
	Iteration 35Q: 3 clusters Score -2601312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2601311.750000 Penalty: 4966.410645
	Iteration 36F: 3 clusters Score -2601312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (114046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Entering Unmasked Estep 
Score: -13568664.000000 Penalty: 2887.800537
	Iteration 0F: 2 clusters Score -1.356866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -13492693.000000 Penalty: 5775.601074
	Iteration 0F: 3 clusters Score -1.349269e+07 nChanged 54033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -13523106.000000 Penalty: 5775.601074
	Iteration 1F: 3 clusters Score -1.352311e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -13523955.000000 Penalty: 5775.601074
	Iteration 2Q: 3 clusters Score -1.352396e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -13524842.000000 Penalty: 5775.601074
	Iteration 3Q: 3 clusters Score -1.352484e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -13525883.000000 Penalty: 5775.601074
	Iteration 4Q: 3 clusters Score -1.352588e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -13527591.000000 Penalty: 5775.601074
	Iteration 5Q: 3 clusters Score -1.352759e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -13529784.000000 Penalty: 5775.601074
	Iteration 6Q: 3 clusters Score -1.352978e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -13532785.000000 Penalty: 5775.601074
	Iteration 7F: 3 clusters Score -1.353278e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -13536721.000000 Penalty: 5775.601074
	Iteration 8F: 3 clusters Score -1.353672e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -13541860.000000 Penalty: 5775.601074
	Iteration 9F: 3 clusters Score -1.354186e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -13547473.000000 Penalty: 5775.601074
	Iteration 10F: 3 clusters Score -1.354747e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -13552403.000000 Penalty: 5775.601074
	Iteration 11F: 3 clusters Score -1.35524e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -13555802.000000 Penalty: 5775.601074
	Iteration 12Q: 3 clusters Score -1.35558e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -13557754.000000 Penalty: 5775.601074
	Iteration 13Q: 3 clusters Score -1.355775e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -13559049.000000 Penalty: 5775.601074
	Iteration 14Q: 3 clusters Score -1.355905e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -13560161.000000 Penalty: 5775.601074
	Iteration 15Q: 3 clusters Score -1.356016e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -13561184.000000 Penalty: 5775.601074
	Iteration 16Q: 3 clusters Score -1.356118e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -13561869.000000 Penalty: 5775.601074
	Iteration 17Q: 3 clusters Score -1.356187e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -13562594.000000 Penalty: 5775.601074
	Iteration 18Q: 3 clusters Score -1.356259e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -13563019.000000 Penalty: 5775.601074
	Iteration 19Q: 3 clusters Score -1.356302e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -13563414.000000 Penalty: 5775.601074
	Iteration 20F: 3 clusters Score -1.356341e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 101544 members 
Entering Unmasked Estep 
Score: -13563778.000000 Penalty: 5775.601074
	Iteration 21Q: 3 clusters Score -1.356378e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -13564095.000000 Penalty: 5775.601074
	Iteration 22Q: 3 clusters Score -1.35641e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -13564415.000000 Penalty: 5775.601074
	Iteration 23Q: 3 clusters Score -1.356442e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -13564732.000000 Penalty: 5775.601074
	Iteration 24Q: 3 clusters Score -1.356473e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -13564934.000000 Penalty: 5775.601074
	Iteration 25Q: 3 clusters Score -1.356493e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 106053 members 
Entering Unmasked Estep 
Score: -13565129.000000 Penalty: 5775.601074
	Iteration 26Q: 3 clusters Score -1.356513e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -13565384.000000 Penalty: 5775.601074
	Iteration 27Q: 3 clusters Score -1.356538e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -13565498.000000 Penalty: 5775.601074
	Iteration 28Q: 3 clusters Score -1.35655e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -13565677.000000 Penalty: 5775.601074
	Iteration 29Q: 3 clusters Score -1.356568e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -13565844.000000 Penalty: 5775.601074
	Iteration 30Q: 3 clusters Score -1.356584e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 108682 members 
Entering Unmasked Estep 
Score: -13565996.000000 Penalty: 5775.601074
	Iteration 31Q: 3 clusters Score -1.3566e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -13566120.000000 Penalty: 5775.601074
	Iteration 32Q: 3 clusters Score -1.356612e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 109381 members 
Entering Unmasked Estep 
Score: -13566192.000000 Penalty: 5775.601074
	Iteration 33Q: 3 clusters Score -1.356619e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 109671 members 
Entering Unmasked Estep 
Score: -13566275.000000 Penalty: 5775.601074
	Iteration 34Q: 3 clusters Score -1.356628e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 109911 members 
Entering Unmasked Estep 
Score: -13566285.000000 Penalty: 5775.601074
	Iteration 35Q: 3 clusters Score -1.356628e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -13566350.000000 Penalty: 5775.601074
	Iteration 36Q: 3 clusters Score -1.356635e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -13566377.000000 Penalty: 5775.601074
	Iteration 37Q: 3 clusters Score -1.356638e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -13566441.000000 Penalty: 5775.601074
	Iteration 38Q: 3 clusters Score -1.356644e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -13566455.000000 Penalty: 5775.601074
	Iteration 39Q: 3 clusters Score -1.356646e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -13566479.000000 Penalty: 5775.601074
	Iteration 40F: 3 clusters Score -1.356648e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -13566477.000000 Penalty: 5775.601074
	Iteration 41Q: 3 clusters Score -1.356648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -13566485.000000 Penalty: 5775.601074
	Iteration 42Q: 3 clusters Score -1.356648e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 111001 members 
Entering Unmasked Estep 
Score: -13566502.000000 Penalty: 5775.601074
	Iteration 43Q: 3 clusters Score -1.35665e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -13566523.000000 Penalty: 5775.601074
	Iteration 44Q: 3 clusters Score -1.356652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 111121 members 
Entering Unmasked Estep 
Score: -13566549.000000 Penalty: 5775.601074
	Iteration 45Q: 3 clusters Score -1.356655e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -13566562.000000 Penalty: 5775.601074
	Iteration 46Q: 3 clusters Score -1.356656e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -13566591.000000 Penalty: 5775.601074
	Iteration 47Q: 3 clusters Score -1.356659e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -13566612.000000 Penalty: 5775.601074
	Iteration 48Q: 3 clusters Score -1.356661e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -13566598.000000 Penalty: 5775.601074
	Iteration 49Q: 3 clusters Score -1.35666e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -13566598.000000 Penalty: 5775.601074
	Iteration 50Q: 3 clusters Score -1.35666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 111482 members 
Entering Unmasked Estep 
Score: -13566619.000000 Penalty: 5775.601074
	Iteration 51Q: 3 clusters Score -1.356662e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 111528 members 
Entering Unmasked Estep 
Score: -13566638.000000 Penalty: 5775.601074
	Iteration 52Q: 3 clusters Score -1.356664e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -13566661.000000 Penalty: 5775.601074
	Iteration 53Q: 3 clusters Score -1.356666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -13566640.000000 Penalty: 5775.601074
	Iteration 54Q: 3 clusters Score -1.356664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 111631 members 
Entering Unmasked Estep 
Score: -13566649.000000 Penalty: 5775.601074
	Iteration 55Q: 3 clusters Score -1.356665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 111658 members 
Entering Unmasked Estep 
Score: -13566642.000000 Penalty: 5775.601074
	Iteration 56Q: 3 clusters Score -1.356664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 111684 members 
Entering Unmasked Estep 
Score: -13566648.000000 Penalty: 5775.601074
	Iteration 57Q: 3 clusters Score -1.356665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 111707 members 
Entering Unmasked Estep 
Score: -13566657.000000 Penalty: 5775.601074
	Iteration 58Q: 3 clusters Score -1.356666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 111734 members 
Entering Unmasked Estep 
Score: -13566666.000000 Penalty: 5775.601074
	Iteration 59Q: 3 clusters Score -1.356667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 111756 members 
Entering Unmasked Estep 
Score: -13566693.000000 Penalty: 5775.601074
	Iteration 60F: 3 clusters Score -1.356669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 111778 members 
Entering Unmasked Estep 
Score: -13566699.000000 Penalty: 5775.601074
	Iteration 61Q: 3 clusters Score -1.35667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
Score: -13566701.000000 Penalty: 5775.601074
	Iteration 62Q: 3 clusters Score -1.35667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -13566688.000000 Penalty: 5775.601074
	Iteration 63Q: 3 clusters Score -1.356669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 111809 members 
Entering Unmasked Estep 
Score: -13566697.000000 Penalty: 5775.601074
	Iteration 64Q: 3 clusters Score -1.35667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 111818 members 
Entering Unmasked Estep 
Score: -13566707.000000 Penalty: 5775.601074
	Iteration 65Q: 3 clusters Score -1.356671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -13566700.000000 Penalty: 5775.601074
	Iteration 66Q: 3 clusters Score -1.35667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 111839 members 
Entering Unmasked Estep 
Score: -13566696.000000 Penalty: 5775.601074
	Iteration 67Q: 3 clusters Score -1.35667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 111849 members 
Entering Unmasked Estep 
Score: -13566695.000000 Penalty: 5775.601074
	Iteration 68Q: 3 clusters Score -1.35667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -13566693.000000 Penalty: 5775.601074
	Iteration 69Q: 3 clusters Score -1.356669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 111865 members 
Entering Unmasked Estep 
Score: -13566696.000000 Penalty: 5775.601074
	Iteration 70Q: 3 clusters Score -1.35667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 111873 members 
Entering Unmasked Estep 
Score: -13566677.000000 Penalty: 5775.601074
	Iteration 71Q: 3 clusters Score -1.356668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -13566684.000000 Penalty: 5775.601074
	Iteration 72Q: 3 clusters Score -1.356668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 111894 members 
Entering Unmasked Estep 
Score: -13566684.000000 Penalty: 5775.601074
	Iteration 73Q: 3 clusters Score -1.356668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 111903 members 
Entering Unmasked Estep 
Score: -13566690.000000 Penalty: 5775.601074
	Iteration 74Q: 3 clusters Score -1.356669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 111911 members 
Entering Unmasked Estep 
Score: -13566692.000000 Penalty: 5775.601074
	Iteration 75Q: 3 clusters Score -1.356669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -13566696.000000 Penalty: 5775.601074
	Iteration 76Q: 3 clusters Score -1.35667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -13566701.000000 Penalty: 5775.601074
	Iteration 77Q: 3 clusters Score -1.35667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 111932 members 
Entering Unmasked Estep 
Score: -13566697.000000 Penalty: 5775.601074
	Iteration 78Q: 3 clusters Score -1.35667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 111943 members 
Entering Unmasked Estep 
Score: -13566681.000000 Penalty: 5775.601074
	Iteration 79Q: 3 clusters Score -1.356668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 111951 members 
Entering Unmasked Estep 
Score: -13566703.000000 Penalty: 5775.601074
	Iteration 80F: 3 clusters Score -1.35667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -13566684.000000 Penalty: 5775.601074
	Iteration 81Q: 3 clusters Score -1.356668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 111968 members 
Entering Unmasked Estep 
Score: -13566681.000000 Penalty: 5775.601074
	Iteration 82Q: 3 clusters Score -1.356668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -13566682.000000 Penalty: 5775.601074
	Iteration 83Q: 3 clusters Score -1.356668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 111974 members 
Entering Unmasked Estep 
Score: -13566692.000000 Penalty: 5775.601074
	Iteration 84Q: 3 clusters Score -1.356669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 111978 members 
Entering Unmasked Estep 
Score: -13566701.000000 Penalty: 5775.601074
	Iteration 85Q: 3 clusters Score -1.35667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -13566706.000000 Penalty: 5775.601074
	Iteration 86Q: 3 clusters Score -1.356671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 111991 members 
Entering Unmasked Estep 
Score: -13566715.000000 Penalty: 5775.601074
	Iteration 87Q: 3 clusters Score -1.356672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 111997 members 
Entering Unmasked Estep 
Score: -13566709.000000 Penalty: 5775.601074
	Iteration 88Q: 3 clusters Score -1.356671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 112008 members 
Entering Unmasked Estep 
Score: -13566703.000000 Penalty: 5775.601074
	Iteration 89Q: 3 clusters Score -1.35667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 112022 members 
Entering Unmasked Estep 
Score: -13566717.000000 Penalty: 5775.601074
	Iteration 90Q: 3 clusters Score -1.356672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -13566708.000000 Penalty: 5775.601074
	Iteration 91Q: 3 clusters Score -1.356671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -13566711.000000 Penalty: 5775.601074
	Iteration 92Q: 3 clusters Score -1.356671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -13566715.000000 Penalty: 5775.601074
	Iteration 93Q: 3 clusters Score -1.356672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -13566739.000000 Penalty: 5775.601074
	Iteration 94Q: 3 clusters Score -1.356674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 112081 members 
Entering Unmasked Estep 
Score: -13566754.000000 Penalty: 5775.601074
	Iteration 95Q: 3 clusters Score -1.356675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 112094 members 
Entering Unmasked Estep 
Score: -13566747.000000 Penalty: 5775.601074
	Iteration 96Q: 3 clusters Score -1.356675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 112102 members 
Entering Unmasked Estep 
Score: -13566764.000000 Penalty: 5775.601074
	Iteration 97Q: 3 clusters Score -1.356676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -13566747.000000 Penalty: 5775.601074
	Iteration 98Q: 3 clusters Score -1.356675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -13566759.000000 Penalty: 5775.601074
	Iteration 99Q: 3 clusters Score -1.356676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -13566755.000000 Penalty: 5775.601074
	Iteration 100F: 3 clusters Score -1.356676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -13566764.000000 Penalty: 5775.601074
	Iteration 101Q: 3 clusters Score -1.356676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -13566766.000000 Penalty: 5775.601074
	Iteration 102Q: 3 clusters Score -1.356677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -13566776.000000 Penalty: 5775.601074
	Iteration 103Q: 3 clusters Score -1.356678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -13566775.000000 Penalty: 5775.601074
	Iteration 104Q: 3 clusters Score -1.356678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -13566778.000000 Penalty: 5775.601074
	Iteration 105Q: 3 clusters Score -1.356678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 112170 members 
Entering Unmasked Estep 
Score: -13566786.000000 Penalty: 5775.601074
	Iteration 106Q: 3 clusters Score -1.356679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 112175 members 
Entering Unmasked Estep 
Score: -13566787.000000 Penalty: 5775.601074
	Iteration 107Q: 3 clusters Score -1.356679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -13566795.000000 Penalty: 5775.601074
	Iteration 108Q: 3 clusters Score -1.35668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -13566812.000000 Penalty: 5775.601074
	Iteration 109Q: 3 clusters Score -1.356681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 112187 members 
Entering Unmasked Estep 
Score: -13566801.000000 Penalty: 5775.601074
	Iteration 110Q: 3 clusters Score -1.35668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -13566795.000000 Penalty: 5775.601074
	Iteration 111Q: 3 clusters Score -1.35668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -13566813.000000 Penalty: 5775.601074
	Iteration 112Q: 3 clusters Score -1.356681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 112209 members 
Entering Unmasked Estep 
Score: -13566801.000000 Penalty: 5775.601074
	Iteration 113Q: 3 clusters Score -1.35668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 112215 members 
Entering Unmasked Estep 
Score: -13566812.000000 Penalty: 5775.601074
	Iteration 114Q: 3 clusters Score -1.356681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -13566810.000000 Penalty: 5775.601074
	Iteration 115Q: 3 clusters Score -1.356681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -13566810.000000 Penalty: 5775.601074
	Iteration 116F: 3 clusters Score -1.356681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Entering Unmasked Estep 
Score: -5071076.000000 Penalty: 2641.619141
	Iteration 0F: 2 clusters Score -5071076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5042411.500000 Penalty: 5283.238281
	Iteration 0F: 3 clusters Score -5042412 nChanged 19339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5052999.500000 Penalty: 5283.238281
	Iteration 1F: 3 clusters Score -5053000 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -5053590.000000 Penalty: 5283.238281
	Iteration 2Q: 3 clusters Score -5053590 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -5054327.500000 Penalty: 5283.238281
	Iteration 3Q: 3 clusters Score -5054328 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -5055339.500000 Penalty: 5283.238281
	Iteration 4Q: 3 clusters Score -5055340 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -5056795.000000 Penalty: 5283.238281
	Iteration 5F: 3 clusters Score -5056795 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -5058946.000000 Penalty: 5283.238281
	Iteration 6F: 3 clusters Score -5058946 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -5061441.500000 Penalty: 5283.238281
	Iteration 7F: 3 clusters Score -5061442 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -5063931.000000 Penalty: 5283.238281
	Iteration 8F: 3 clusters Score -5063931 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -5065822.500000 Penalty: 5283.238281
	Iteration 9F: 3 clusters Score -5065822 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5067117.000000 Penalty: 5283.238281
	Iteration 10Q: 3 clusters Score -5067117 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5067902.000000 Penalty: 5283.238281
	Iteration 11Q: 3 clusters Score -5067902 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5068282.500000 Penalty: 5283.238281
	Iteration 12Q: 3 clusters Score -5068282 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5068493.500000 Penalty: 5283.238281
	Iteration 13Q: 3 clusters Score -5068494 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5068614.000000 Penalty: 5283.238281
	Iteration 14Q: 3 clusters Score -5068614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -5068698.500000 Penalty: 5283.238281
	Iteration 15Q: 3 clusters Score -5068698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5068743.500000 Penalty: 5283.238281
	Iteration 16Q: 3 clusters Score -5068744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5068779.000000 Penalty: 5283.238281
	Iteration 17Q: 3 clusters Score -5068779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5068814.000000 Penalty: 5283.238281
	Iteration 18Q: 3 clusters Score -5068814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5068812.500000 Penalty: 5283.238281
	Iteration 19Q: 3 clusters Score -5068812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5068826.500000 Penalty: 5283.238281
	Iteration 20F: 3 clusters Score -5068826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5068834.000000 Penalty: 5283.238281
	Iteration 21Q: 3 clusters Score -5068834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -5068856.500000 Penalty: 5283.238281
	Iteration 22Q: 3 clusters Score -5068856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5068854.500000 Penalty: 5283.238281
	Iteration 23Q: 3 clusters Score -5068854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -5068860.500000 Penalty: 5283.238281
	Iteration 24Q: 3 clusters Score -5068860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5068862.500000 Penalty: 5283.238281
	Iteration 25Q: 3 clusters Score -5068862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5068866.500000 Penalty: 5283.238281
	Iteration 26Q: 3 clusters Score -5068866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5068870.000000 Penalty: 5283.238281
	Iteration 27Q: 3 clusters Score -5068870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5068876.500000 Penalty: 5283.238281
	Iteration 28Q: 3 clusters Score -5068876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5068876.500000 Penalty: 5283.238281
	Iteration 29Q: 3 clusters Score -5068876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5068876.500000 Penalty: 5283.238281
	Iteration 30F: 3 clusters Score -5068876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Entering Unmasked Estep 
Score: -1836867.625000 Penalty: 2402.362793
	Iteration 0F: 2 clusters Score -1836868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1825382.875000 Penalty: 4804.725586
	Iteration 0F: 3 clusters Score -1825383 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1829469.250000 Penalty: 4804.725586
	Iteration 1F: 3 clusters Score -1829469 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1830305.375000 Penalty: 4804.725586
	Iteration 2F: 3 clusters Score -1830305 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1831123.375000 Penalty: 4804.725586
	Iteration 3F: 3 clusters Score -1831123 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1831935.000000 Penalty: 4804.725586
	Iteration 4F: 3 clusters Score -1831935 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1832807.125000 Penalty: 4804.725586
	Iteration 5F: 3 clusters Score -1832807 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1833718.750000 Penalty: 4804.725586
	Iteration 6F: 3 clusters Score -1833719 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1834584.625000 Penalty: 4804.725586
	Iteration 7F: 3 clusters Score -1834585 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1835398.125000 Penalty: 4804.725586
	Iteration 8Q: 3 clusters Score -1835398 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1835962.875000 Penalty: 4804.725586
	Iteration 9Q: 3 clusters Score -1835963 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1836392.125000 Penalty: 4804.725586
	Iteration 10Q: 3 clusters Score -1836392 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1836680.250000 Penalty: 4804.725586
	Iteration 11Q: 3 clusters Score -1836680 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1836920.000000 Penalty: 4804.725586
	Iteration 12Q: 3 clusters Score -1836920 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1837127.375000 Penalty: 4804.725586
	Iteration 13Q: 3 clusters Score -1837127 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1837244.500000 Penalty: 4804.725586
	Iteration 14Q: 3 clusters Score -1837244 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1837323.250000 Penalty: 4804.725586
	Iteration 15Q: 3 clusters Score -1837323 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1837385.500000 Penalty: 4804.725586
	Iteration 16Q: 3 clusters Score -1837386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1837427.000000 Penalty: 4804.725586
	Iteration 17Q: 3 clusters Score -1837427 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1837456.875000 Penalty: 4804.725586
	Iteration 18Q: 3 clusters Score -1837457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1837479.125000 Penalty: 4804.725586
	Iteration 19Q: 3 clusters Score -1837479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1837489.375000 Penalty: 4804.725586
	Iteration 20F: 3 clusters Score -1837489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1837490.625000 Penalty: 4804.725586
	Iteration 21Q: 3 clusters Score -1837491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1837494.750000 Penalty: 4804.725586
	Iteration 22Q: 3 clusters Score -1837495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1837496.000000 Penalty: 4804.725586
	Iteration 23Q: 3 clusters Score -1837496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1837497.250000 Penalty: 4804.725586
	Iteration 24Q: 3 clusters Score -1837497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1837501.875000 Penalty: 4804.725586
	Iteration 25Q: 3 clusters Score -1837502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1837505.125000 Penalty: 4804.725586
	Iteration 26Q: 3 clusters Score -1837505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1837504.125000 Penalty: 4804.725586
	Iteration 27Q: 3 clusters Score -1837504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1837504.250000 Penalty: 4804.725586
	Iteration 28Q: 3 clusters Score -1837504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1837503.625000 Penalty: 4804.725586
	Iteration 29Q: 3 clusters Score -1837504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1837505.250000 Penalty: 4804.725586
	Iteration 30Q: 3 clusters Score -1837505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1837506.625000 Penalty: 4804.725586
	Iteration 31Q: 3 clusters Score -1837507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1837508.375000 Penalty: 4804.725586
	Iteration 32Q: 3 clusters Score -1837508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1837506.500000 Penalty: 4804.725586
	Iteration 33Q: 3 clusters Score -1837506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1837509.375000 Penalty: 4804.725586
	Iteration 34Q: 3 clusters Score -1837509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1837507.250000 Penalty: 4804.725586
	Iteration 35Q: 3 clusters Score -1837507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1837509.625000 Penalty: 4804.725586
	Iteration 36Q: 3 clusters Score -1837510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1837511.375000 Penalty: 4804.725586
	Iteration 37Q: 3 clusters Score -1837511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1837508.875000 Penalty: 4804.725586
	Iteration 38Q: 3 clusters Score -1837509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1837509.875000 Penalty: 4804.725586
	Iteration 39Q: 3 clusters Score -1837510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1837508.625000 Penalty: 4804.725586
	Iteration 40F: 3 clusters Score -1837509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1837511.625000 Penalty: 4804.725586
	Iteration 41Q: 3 clusters Score -1837512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1837513.250000 Penalty: 4804.725586
	Iteration 42Q: 3 clusters Score -1837513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1837513.750000 Penalty: 4804.725586
	Iteration 43Q: 3 clusters Score -1837514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1837515.250000 Penalty: 4804.725586
	Iteration 44Q: 3 clusters Score -1837515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1837515.250000 Penalty: 4804.725586
	Iteration 45F: 3 clusters Score -1837515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 114046 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 12402 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 215085 members 
Mstep: Class 7 contains 80776 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 226375 members 
Mstep: Class 12 contains 152150 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 104698 members 
Mstep: Class 17 contains 192094 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 26985 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 46415 members 
Mstep: Class 25 contains 238311 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3704 members 
Entering Unmasked Estep 
Score: -205445296.000000 Penalty: 96388.812500
Splitting cluster 4 changes total score from -205445984.000000 to -205445296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (37076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Entering Unmasked Estep 
Score: -4125898.500000 Penalty: 2609.139893
	Iteration 0F: 2 clusters Score -4125898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4100688.000000 Penalty: 5218.279785
	Iteration 0F: 3 clusters Score -4100688 nChanged 16921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4111145.250000 Penalty: 5218.279785
	Iteration 1F: 3 clusters Score -4111145 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4112962.500000 Penalty: 5218.279785
	Iteration 2F: 3 clusters Score -4112962 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4114847.750000 Penalty: 5218.279785
	Iteration 3F: 3 clusters Score -4114848 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4116536.500000 Penalty: 5218.279785
	Iteration 4F: 3 clusters Score -4116536 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4117921.000000 Penalty: 5218.279785
	Iteration 5F: 3 clusters Score -4117921 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4118984.250000 Penalty: 5218.279785
	Iteration 6F: 3 clusters Score -4118984 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4119908.000000 Penalty: 5218.279785
	Iteration 7Q: 3 clusters Score -4119908 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4120650.500000 Penalty: 5218.279785
	Iteration 8Q: 3 clusters Score -4120650 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4121259.750000 Penalty: 5218.279785
	Iteration 9Q: 3 clusters Score -4121260 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4121695.250000 Penalty: 5218.279785
	Iteration 10Q: 3 clusters Score -4121695 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4122022.250000 Penalty: 5218.279785
	Iteration 11Q: 3 clusters Score -4122022 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4122302.500000 Penalty: 5218.279785
	Iteration 12Q: 3 clusters Score -4122302 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4122499.500000 Penalty: 5218.279785
	Iteration 13Q: 3 clusters Score -4122500 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4122662.250000 Penalty: 5218.279785
	Iteration 14Q: 3 clusters Score -4122662 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4122864.250000 Penalty: 5218.279785
	Iteration 15Q: 3 clusters Score -4122864 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4123040.500000 Penalty: 5218.279785
	Iteration 16Q: 3 clusters Score -4123040 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -4123197.250000 Penalty: 5218.279785
	Iteration 17Q: 3 clusters Score -4123197 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4123358.750000 Penalty: 5218.279785
	Iteration 18Q: 3 clusters Score -4123359 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4123553.250000 Penalty: 5218.279785
	Iteration 19Q: 3 clusters Score -4123553 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4123716.500000 Penalty: 5218.279785
	Iteration 20F: 3 clusters Score -4123716 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4123846.500000 Penalty: 5218.279785
	Iteration 21Q: 3 clusters Score -4123846 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -4123984.250000 Penalty: 5218.279785
	Iteration 22Q: 3 clusters Score -4123984 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -4124114.500000 Penalty: 5218.279785
	Iteration 23Q: 3 clusters Score -4124114 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4124245.500000 Penalty: 5218.279785
	Iteration 24Q: 3 clusters Score -4124246 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -4124351.750000 Penalty: 5218.279785
	Iteration 25Q: 3 clusters Score -4124352 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -4124441.250000 Penalty: 5218.279785
	Iteration 26Q: 3 clusters Score -4124441 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -4124551.750000 Penalty: 5218.279785
	Iteration 27Q: 3 clusters Score -4124552 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -4124649.750000 Penalty: 5218.279785
	Iteration 28Q: 3 clusters Score -4124650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4124776.500000 Penalty: 5218.279785
	Iteration 29Q: 3 clusters Score -4124776 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4124917.000000 Penalty: 5218.279785
	Iteration 30Q: 3 clusters Score -4124917 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4125044.500000 Penalty: 5218.279785
	Iteration 31Q: 3 clusters Score -4125044 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -4125174.000000 Penalty: 5218.279785
	Iteration 32Q: 3 clusters Score -4125174 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -4125331.500000 Penalty: 5218.279785
	Iteration 33Q: 3 clusters Score -4125332 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4125433.000000 Penalty: 5218.279785
	Iteration 34Q: 3 clusters Score -4125433 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4125546.750000 Penalty: 5218.279785
	Iteration 35Q: 3 clusters Score -4125547 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4125637.250000 Penalty: 5218.279785
	Iteration 36Q: 3 clusters Score -4125637 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -4125699.750000 Penalty: 5218.279785
	Iteration 37Q: 3 clusters Score -4125700 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4125745.500000 Penalty: 5218.279785
	Iteration 38Q: 3 clusters Score -4125746 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4125774.750000 Penalty: 5218.279785
	Iteration 39Q: 3 clusters Score -4125775 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4125817.250000 Penalty: 5218.279785
	Iteration 40F: 3 clusters Score -4125817 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4125815.500000 Penalty: 5218.279785
	Iteration 41Q: 3 clusters Score -4125816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4125826.500000 Penalty: 5218.279785
	Iteration 42Q: 3 clusters Score -4125826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4125845.000000 Penalty: 5218.279785
	Iteration 43Q: 3 clusters Score -4125845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -4125850.750000 Penalty: 5218.279785
	Iteration 44Q: 3 clusters Score -4125851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4125854.750000 Penalty: 5218.279785
	Iteration 45Q: 3 clusters Score -4125855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4125855.250000 Penalty: 5218.279785
	Iteration 46Q: 3 clusters Score -4125855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4125857.000000 Penalty: 5218.279785
	Iteration 47Q: 3 clusters Score -4125857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -4125852.500000 Penalty: 5218.279785
	Iteration 48Q: 3 clusters Score -4125852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4125853.250000 Penalty: 5218.279785
	Iteration 49Q: 3 clusters Score -4125853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -4125862.000000 Penalty: 5218.279785
	Iteration 50Q: 3 clusters Score -4125862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -4125863.000000 Penalty: 5218.279785
	Iteration 51Q: 3 clusters Score -4125863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4125858.000000 Penalty: 5218.279785
	Iteration 52Q: 3 clusters Score -4125858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4125856.000000 Penalty: 5218.279785
	Iteration 53Q: 3 clusters Score -4125856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4125858.500000 Penalty: 5218.279785
	Iteration 54Q: 3 clusters Score -4125858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4125858.250000 Penalty: 5218.279785
	Iteration 55Q: 3 clusters Score -4125858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -4125863.500000 Penalty: 5218.279785
	Iteration 56Q: 3 clusters Score -4125864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -4125863.750000 Penalty: 5218.279785
	Iteration 57Q: 3 clusters Score -4125864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4125861.750000 Penalty: 5218.279785
	Iteration 58Q: 3 clusters Score -4125862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4125863.250000 Penalty: 5218.279785
	Iteration 59Q: 3 clusters Score -4125863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4125862.750000 Penalty: 5218.279785
	Iteration 60F: 3 clusters Score -4125863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4125865.500000 Penalty: 5218.279785
	Iteration 61Q: 3 clusters Score -4125866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4125865.500000 Penalty: 5218.279785
	Iteration 62F: 3 clusters Score -4125866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215085 members 
Entering Unmasked Estep 
Score: -25692134.000000 Penalty: 3045.139648
	Iteration 0F: 2 clusters Score -2.569213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -25568432.000000 Penalty: 6090.279297
	Iteration 0F: 3 clusters Score -2.556843e+07 nChanged 103540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105456 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -25630344.000000 Penalty: 6090.279297
	Iteration 1F: 3 clusters Score -2.563034e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 110429 members 
Entering Unmasked Estep 
Score: -25632504.000000 Penalty: 6090.279297
	Iteration 2Q: 3 clusters Score -2.56325e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 111421 members 
Entering Unmasked Estep 
Score: -25635206.000000 Penalty: 6090.279297
	Iteration 3Q: 3 clusters Score -2.563521e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -25638840.000000 Penalty: 6090.279297
	Iteration 4Q: 3 clusters Score -2.563884e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -25643144.000000 Penalty: 6090.279297
	Iteration 5Q: 3 clusters Score -2.564314e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -25648474.000000 Penalty: 6090.279297
	Iteration 6F: 3 clusters Score -2.564847e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -25655154.000000 Penalty: 6090.279297
	Iteration 7F: 3 clusters Score -2.565515e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -25663048.000000 Penalty: 6090.279297
	Iteration 8F: 3 clusters Score -2.566305e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -25670976.000000 Penalty: 6090.279297
	Iteration 9F: 3 clusters Score -2.567098e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -25676352.000000 Penalty: 6090.279297
	Iteration 10F: 3 clusters Score -2.567635e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 121715 members 
Entering Unmasked Estep 
Score: -25678834.000000 Penalty: 6090.279297
	Iteration 11Q: 3 clusters Score -2.567883e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 122161 members 
Entering Unmasked Estep 
Score: -25679988.000000 Penalty: 6090.279297
	Iteration 12Q: 3 clusters Score -2.567999e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 122747 members 
Entering Unmasked Estep 
Score: -25680440.000000 Penalty: 6090.279297
	Iteration 13Q: 3 clusters Score -2.568044e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 123380 members 
Entering Unmasked Estep 
Score: -25680844.000000 Penalty: 6090.279297
	Iteration 14Q: 3 clusters Score -2.568084e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -25681308.000000 Penalty: 6090.279297
	Iteration 15Q: 3 clusters Score -2.568131e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 124878 members 
Entering Unmasked Estep 
Score: -25681716.000000 Penalty: 6090.279297
	Iteration 16Q: 3 clusters Score -2.568172e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -25682118.000000 Penalty: 6090.279297
	Iteration 17Q: 3 clusters Score -2.568212e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -25682694.000000 Penalty: 6090.279297
	Iteration 18Q: 3 clusters Score -2.568269e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -25683148.000000 Penalty: 6090.279297
	Iteration 19Q: 3 clusters Score -2.568315e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 128997 members 
Entering Unmasked Estep 
Score: -25683486.000000 Penalty: 6090.279297
	Iteration 20F: 3 clusters Score -2.568349e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 130152 members 
Entering Unmasked Estep 
Score: -25683872.000000 Penalty: 6090.279297
	Iteration 21Q: 3 clusters Score -2.568387e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 131442 members 
Entering Unmasked Estep 
Score: -25684328.000000 Penalty: 6090.279297
	Iteration 22Q: 3 clusters Score -2.568433e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 132782 members 
Entering Unmasked Estep 
Score: -25684612.000000 Penalty: 6090.279297
	Iteration 23Q: 3 clusters Score -2.568461e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 134225 members 
Entering Unmasked Estep 
Score: -25684950.000000 Penalty: 6090.279297
	Iteration 24Q: 3 clusters Score -2.568495e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -25685270.000000 Penalty: 6090.279297
	Iteration 25Q: 3 clusters Score -2.568527e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 137358 members 
Entering Unmasked Estep 
Score: -25685680.000000 Penalty: 6090.279297
	Iteration 26Q: 3 clusters Score -2.568568e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 138988 members 
Entering Unmasked Estep 
Score: -25685940.000000 Penalty: 6090.279297
	Iteration 27Q: 3 clusters Score -2.568594e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 140733 members 
Entering Unmasked Estep 
Score: -25686284.000000 Penalty: 6090.279297
	Iteration 28Q: 3 clusters Score -2.568628e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -25686626.000000 Penalty: 6090.279297
	Iteration 29Q: 3 clusters Score -2.568663e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 144643 members 
Entering Unmasked Estep 
Score: -25687112.000000 Penalty: 6090.279297
	Iteration 30Q: 3 clusters Score -2.568711e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 146878 members 
Entering Unmasked Estep 
Score: -25687602.000000 Penalty: 6090.279297
	Iteration 31Q: 3 clusters Score -2.56876e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 149226 members 
Entering Unmasked Estep 
Score: -25688020.000000 Penalty: 6090.279297
	Iteration 32Q: 3 clusters Score -2.568802e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 151652 members 
Entering Unmasked Estep 
Score: -25688450.000000 Penalty: 6090.279297
	Iteration 33Q: 3 clusters Score -2.568845e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -25688804.000000 Penalty: 6090.279297
	Iteration 34Q: 3 clusters Score -2.56888e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 156692 members 
Entering Unmasked Estep 
Score: -25689070.000000 Penalty: 6090.279297
	Iteration 35Q: 3 clusters Score -2.568907e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -25689176.000000 Penalty: 6090.279297
	Iteration 36Q: 3 clusters Score -2.568918e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 162188 members 
Entering Unmasked Estep 
Score: -25689290.000000 Penalty: 6090.279297
	Iteration 37Q: 3 clusters Score -2.568929e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 165183 members 
Entering Unmasked Estep 
Score: -25689014.000000 Penalty: 6090.279297
	Iteration 38Q: 3 clusters Score -2.568901e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -25688964.000000 Penalty: 6090.279297
	Iteration 39Q: 3 clusters Score -2.568896e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -25688836.000000 Penalty: 6090.279297
	Iteration 40F: 3 clusters Score -2.568884e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -25688816.000000 Penalty: 6090.279297
	Iteration 41Q: 3 clusters Score -2.568882e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -25688836.000000 Penalty: 6090.279297
	Iteration 42Q: 3 clusters Score -2.568884e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -25688808.000000 Penalty: 6090.279297
	Iteration 43Q: 3 clusters Score -2.568881e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 182819 members 
Entering Unmasked Estep 
Score: -25688788.000000 Penalty: 6090.279297
	Iteration 44Q: 3 clusters Score -2.568879e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 185354 members 
Entering Unmasked Estep 
Score: -25688878.000000 Penalty: 6090.279297
	Iteration 45Q: 3 clusters Score -2.568888e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 187752 members 
Entering Unmasked Estep 
Score: -25689038.000000 Penalty: 6090.279297
	Iteration 46Q: 3 clusters Score -2.568904e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 190045 members 
Entering Unmasked Estep 
Score: -25689096.000000 Penalty: 6090.279297
	Iteration 47Q: 3 clusters Score -2.56891e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 192261 members 
Entering Unmasked Estep 
Score: -25689110.000000 Penalty: 6090.279297
	Iteration 48Q: 3 clusters Score -2.568911e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -25689224.000000 Penalty: 6090.279297
	Iteration 49Q: 3 clusters Score -2.568922e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 196422 members 
Entering Unmasked Estep 
Score: -25689176.000000 Penalty: 6090.279297
	Iteration 50Q: 3 clusters Score -2.568918e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 198275 members 
Entering Unmasked Estep 
Score: -25689126.000000 Penalty: 6090.279297
	Iteration 51Q: 3 clusters Score -2.568913e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 199985 members 
Entering Unmasked Estep 
Score: -25689046.000000 Penalty: 6090.279297
	Iteration 52Q: 3 clusters Score -2.568905e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 201562 members 
Entering Unmasked Estep 
Score: -25689130.000000 Penalty: 6090.279297
	Iteration 53Q: 3 clusters Score -2.568913e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 203012 members 
Entering Unmasked Estep 
Score: -25689128.000000 Penalty: 6090.279297
	Iteration 54Q: 3 clusters Score -2.568913e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 204304 members 
Entering Unmasked Estep 
Score: -25689194.000000 Penalty: 6090.279297
	Iteration 55Q: 3 clusters Score -2.568919e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 205446 members 
Entering Unmasked Estep 
Score: -25689158.000000 Penalty: 6090.279297
	Iteration 56Q: 3 clusters Score -2.568916e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 206512 members 
Entering Unmasked Estep 
Score: -25689184.000000 Penalty: 6090.279297
	Iteration 57Q: 3 clusters Score -2.568918e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 207426 members 
Entering Unmasked Estep 
Score: -25689260.000000 Penalty: 6090.279297
	Iteration 58Q: 3 clusters Score -2.568926e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 208279 members 
Entering Unmasked Estep 
Score: -25689454.000000 Penalty: 6090.279297
	Iteration 59Q: 3 clusters Score -2.568945e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 208961 members 
Entering Unmasked Estep 
Score: -25689456.000000 Penalty: 6090.279297
	Iteration 60F: 3 clusters Score -2.568946e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 209532 members 
Entering Unmasked Estep 
Score: -25689438.000000 Penalty: 6090.279297
	Iteration 61Q: 3 clusters Score -2.568944e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 210046 members 
Entering Unmasked Estep 
Score: -25689526.000000 Penalty: 6090.279297
	Iteration 62Q: 3 clusters Score -2.568953e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 210456 members 
Entering Unmasked Estep 
Score: -25689572.000000 Penalty: 6090.279297
	Iteration 63Q: 3 clusters Score -2.568957e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 210820 members 
Entering Unmasked Estep 
Score: -25689658.000000 Penalty: 6090.279297
	Iteration 64Q: 3 clusters Score -2.568966e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 211125 members 
Entering Unmasked Estep 
Score: -25689718.000000 Penalty: 6090.279297
	Iteration 65Q: 3 clusters Score -2.568972e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 211379 members 
Entering Unmasked Estep 
Score: -25689748.000000 Penalty: 6090.279297
	Iteration 66Q: 3 clusters Score -2.568975e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 211604 members 
Entering Unmasked Estep 
Score: -25689766.000000 Penalty: 6090.279297
	Iteration 67Q: 3 clusters Score -2.568977e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 211794 members 
Entering Unmasked Estep 
Score: -25689788.000000 Penalty: 6090.279297
	Iteration 68Q: 3 clusters Score -2.568979e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 211948 members 
Entering Unmasked Estep 
Score: -25689792.000000 Penalty: 6090.279297
	Iteration 69Q: 3 clusters Score -2.568979e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 212066 members 
Entering Unmasked Estep 
Score: -25689836.000000 Penalty: 6090.279297
	Iteration 70Q: 3 clusters Score -2.568984e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 212164 members 
Entering Unmasked Estep 
Score: -25689834.000000 Penalty: 6090.279297
	Iteration 71Q: 3 clusters Score -2.568983e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 212266 members 
Entering Unmasked Estep 
Score: -25689816.000000 Penalty: 6090.279297
	Iteration 72Q: 3 clusters Score -2.568982e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -25689852.000000 Penalty: 6090.279297
	Iteration 73Q: 3 clusters Score -2.568985e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 212454 members 
Entering Unmasked Estep 
Score: -25689854.000000 Penalty: 6090.279297
	Iteration 74Q: 3 clusters Score -2.568985e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 212526 members 
Entering Unmasked Estep 
Score: -25689838.000000 Penalty: 6090.279297
	Iteration 75Q: 3 clusters Score -2.568984e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 212606 members 
Entering Unmasked Estep 
Score: -25689798.000000 Penalty: 6090.279297
	Iteration 76Q: 3 clusters Score -2.56898e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 212685 members 
Entering Unmasked Estep 
Score: -25689812.000000 Penalty: 6090.279297
	Iteration 77Q: 3 clusters Score -2.568981e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 212763 members 
Entering Unmasked Estep 
Score: -25689794.000000 Penalty: 6090.279297
	Iteration 78Q: 3 clusters Score -2.568979e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 212825 members 
Entering Unmasked Estep 
Score: -25689806.000000 Penalty: 6090.279297
	Iteration 79Q: 3 clusters Score -2.568981e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 212880 members 
Entering Unmasked Estep 
Score: -25689858.000000 Penalty: 6090.279297
	Iteration 80F: 3 clusters Score -2.568986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 212923 members 
Entering Unmasked Estep 
Score: -25689868.000000 Penalty: 6090.279297
	Iteration 81Q: 3 clusters Score -2.568987e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 212964 members 
Entering Unmasked Estep 
Score: -25689896.000000 Penalty: 6090.279297
	Iteration 82Q: 3 clusters Score -2.56899e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 212993 members 
Entering Unmasked Estep 
Score: -25689904.000000 Penalty: 6090.279297
	Iteration 83Q: 3 clusters Score -2.56899e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 213024 members 
Entering Unmasked Estep 
Score: -25689906.000000 Penalty: 6090.279297
	Iteration 84Q: 3 clusters Score -2.568991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 213062 members 
Entering Unmasked Estep 
Score: -25689854.000000 Penalty: 6090.279297
	Iteration 85Q: 3 clusters Score -2.568985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 213096 members 
Entering Unmasked Estep 
Score: -25689874.000000 Penalty: 6090.279297
	Iteration 86Q: 3 clusters Score -2.568987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 213124 members 
Entering Unmasked Estep 
Score: -25689850.000000 Penalty: 6090.279297
	Iteration 87Q: 3 clusters Score -2.568985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 213147 members 
Entering Unmasked Estep 
Score: -25689856.000000 Penalty: 6090.279297
	Iteration 88Q: 3 clusters Score -2.568986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 213161 members 
Entering Unmasked Estep 
Score: -25689856.000000 Penalty: 6090.279297
	Iteration 89Q: 3 clusters Score -2.568986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 213174 members 
Entering Unmasked Estep 
Score: -25689830.000000 Penalty: 6090.279297
	Iteration 90Q: 3 clusters Score -2.568983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 213180 members 
Entering Unmasked Estep 
Score: -25689838.000000 Penalty: 6090.279297
	Iteration 91Q: 3 clusters Score -2.568984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 213187 members 
Entering Unmasked Estep 
Score: -25689858.000000 Penalty: 6090.279297
	Iteration 92Q: 3 clusters Score -2.568986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 213195 members 
Entering Unmasked Estep 
Score: -25689864.000000 Penalty: 6090.279297
	Iteration 93Q: 3 clusters Score -2.568986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 213199 members 
Entering Unmasked Estep 
Score: -25689866.000000 Penalty: 6090.279297
	Iteration 94Q: 3 clusters Score -2.568987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 213204 members 
Entering Unmasked Estep 
Score: -25689866.000000 Penalty: 6090.279297
	Iteration 95Q: 3 clusters Score -2.568987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 213213 members 
Entering Unmasked Estep 
Score: -25689870.000000 Penalty: 6090.279297
	Iteration 96Q: 3 clusters Score -2.568987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 213224 members 
Entering Unmasked Estep 
Score: -25689864.000000 Penalty: 6090.279297
	Iteration 97Q: 3 clusters Score -2.568986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 213230 members 
Entering Unmasked Estep 
Score: -25689864.000000 Penalty: 6090.279297
	Iteration 98Q: 3 clusters Score -2.568986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 213233 members 
Entering Unmasked Estep 
Score: -25689846.000000 Penalty: 6090.279297
	Iteration 99Q: 3 clusters Score -2.568985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 213241 members 
Entering Unmasked Estep 
Score: -25689842.000000 Penalty: 6090.279297
	Iteration 100F: 3 clusters Score -2.568984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 213246 members 
Entering Unmasked Estep 
Score: -25689848.000000 Penalty: 6090.279297
	Iteration 101Q: 3 clusters Score -2.568985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 213252 members 
Entering Unmasked Estep 
Score: -25689862.000000 Penalty: 6090.279297
	Iteration 102Q: 3 clusters Score -2.568986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 213258 members 
Entering Unmasked Estep 
Score: -25689872.000000 Penalty: 6090.279297
	Iteration 103Q: 3 clusters Score -2.568987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 213269 members 
Entering Unmasked Estep 
Score: -25689864.000000 Penalty: 6090.279297
	Iteration 104Q: 3 clusters Score -2.568986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 213277 members 
Entering Unmasked Estep 
Score: -25689886.000000 Penalty: 6090.279297
	Iteration 105Q: 3 clusters Score -2.568989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 213282 members 
Entering Unmasked Estep 
Score: -25689882.000000 Penalty: 6090.279297
	Iteration 106Q: 3 clusters Score -2.568988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 213288 members 
Entering Unmasked Estep 
Score: -25689864.000000 Penalty: 6090.279297
	Iteration 107Q: 3 clusters Score -2.568986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 213294 members 
Entering Unmasked Estep 
Score: -25689866.000000 Penalty: 6090.279297
	Iteration 108Q: 3 clusters Score -2.568987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 213301 members 
Entering Unmasked Estep 
Score: -25689874.000000 Penalty: 6090.279297
	Iteration 109Q: 3 clusters Score -2.568987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 213303 members 
Entering Unmasked Estep 
Score: -25689882.000000 Penalty: 6090.279297
	Iteration 110Q: 3 clusters Score -2.568988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 213304 members 
Entering Unmasked Estep 
Score: -25689878.000000 Penalty: 6090.279297
	Iteration 111Q: 3 clusters Score -2.568988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 213305 members 
Entering Unmasked Estep 
Score: -25689880.000000 Penalty: 6090.279297
	Iteration 112Q: 3 clusters Score -2.568988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 213308 members 
Entering Unmasked Estep 
Score: -25689884.000000 Penalty: 6090.279297
	Iteration 113Q: 3 clusters Score -2.568988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 213306 members 
Entering Unmasked Estep 
Score: -25689874.000000 Penalty: 6090.279297
	Iteration 114Q: 3 clusters Score -2.568987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 213305 members 
Entering Unmasked Estep 
Score: -25689864.000000 Penalty: 6090.279297
	Iteration 115Q: 3 clusters Score -2.568986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 213305 members 
Entering Unmasked Estep 
Score: -25689864.000000 Penalty: 6090.279297
	Iteration 116F: 3 clusters Score -2.568986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (80776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Entering Unmasked Estep 
Score: -9576772.000000 Penalty: 2802.260010
	Iteration 0F: 2 clusters Score -9576772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -9522665.000000 Penalty: 5604.520020
	Iteration 0F: 3 clusters Score -9522665 nChanged 37875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -9544308.000000 Penalty: 5604.520020
	Iteration 1F: 3 clusters Score -9544308 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -9545029.000000 Penalty: 5604.520020
	Iteration 2Q: 3 clusters Score -9545029 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -9545746.000000 Penalty: 5604.520020
	Iteration 3Q: 3 clusters Score -9545746 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -9546691.000000 Penalty: 5604.520020
	Iteration 4Q: 3 clusters Score -9546691 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -9547858.000000 Penalty: 5604.520020
	Iteration 5Q: 3 clusters Score -9547858 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -9549698.000000 Penalty: 5604.520020
	Iteration 6Q: 3 clusters Score -9549698 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -9552438.000000 Penalty: 5604.520020
	Iteration 7F: 3 clusters Score -9552438 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -9556239.000000 Penalty: 5604.520020
	Iteration 8F: 3 clusters Score -9556239 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -9560993.000000 Penalty: 5604.520020
	Iteration 9F: 3 clusters Score -9560993 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -9565665.000000 Penalty: 5604.520020
	Iteration 10F: 3 clusters Score -9565665 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -9569383.000000 Penalty: 5604.520020
	Iteration 11F: 3 clusters Score -9569383 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -9571741.000000 Penalty: 5604.520020
	Iteration 12Q: 3 clusters Score -9571741 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9573018.000000 Penalty: 5604.520020
	Iteration 13Q: 3 clusters Score -9573018 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9573728.000000 Penalty: 5604.520020
	Iteration 14Q: 3 clusters Score -9573728 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9574106.000000 Penalty: 5604.520020
	Iteration 15Q: 3 clusters Score -9574106 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9574256.000000 Penalty: 5604.520020
	Iteration 16Q: 3 clusters Score -9574256 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9574365.000000 Penalty: 5604.520020
	Iteration 17Q: 3 clusters Score -9574365 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9574431.000000 Penalty: 5604.520020
	Iteration 18Q: 3 clusters Score -9574431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9574459.000000 Penalty: 5604.520020
	Iteration 19Q: 3 clusters Score -9574459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9574479.000000 Penalty: 5604.520020
	Iteration 20F: 3 clusters Score -9574479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9574505.000000 Penalty: 5604.520020
	Iteration 21Q: 3 clusters Score -9574505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9574530.000000 Penalty: 5604.520020
	Iteration 22Q: 3 clusters Score -9574530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9574539.000000 Penalty: 5604.520020
	Iteration 23Q: 3 clusters Score -9574539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9574556.000000 Penalty: 5604.520020
	Iteration 24Q: 3 clusters Score -9574556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9574554.000000 Penalty: 5604.520020
	Iteration 25Q: 3 clusters Score -9574554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9574563.000000 Penalty: 5604.520020
	Iteration 26Q: 3 clusters Score -9574563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9574566.000000 Penalty: 5604.520020
	Iteration 27Q: 3 clusters Score -9574566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9574573.000000 Penalty: 5604.520020
	Iteration 28Q: 3 clusters Score -9574573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9574577.000000 Penalty: 5604.520020
	Iteration 29Q: 3 clusters Score -9574577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9574575.000000 Penalty: 5604.520020
	Iteration 30Q: 3 clusters Score -9574575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9574583.000000 Penalty: 5604.520020
	Iteration 31Q: 3 clusters Score -9574583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9574576.000000 Penalty: 5604.520020
	Iteration 32Q: 3 clusters Score -9574576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9574593.000000 Penalty: 5604.520020
	Iteration 33Q: 3 clusters Score -9574593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9574590.000000 Penalty: 5604.520020
	Iteration 34Q: 3 clusters Score -9574590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9574582.000000 Penalty: 5604.520020
	Iteration 35Q: 3 clusters Score -9574582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9574582.000000 Penalty: 5604.520020
	Iteration 36F: 3 clusters Score -9574582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -849914.125000 Penalty: 2200.133301
	Iteration 0F: 2 clusters Score -849914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -843998.750000 Penalty: 4400.266602
	Iteration 0F: 3 clusters Score -843998.8 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -845504.375000 Penalty: 4400.266602
	Iteration 1F: 3 clusters Score -845504.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -845735.250000 Penalty: 4400.266602
	Iteration 2F: 3 clusters Score -845735.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -845891.562500 Penalty: 4400.266602
	Iteration 3Q: 3 clusters Score -845891.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -846006.750000 Penalty: 4400.266602
	Iteration 4Q: 3 clusters Score -846006.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -846095.312500 Penalty: 4400.266602
	Iteration 5Q: 3 clusters Score -846095.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -846174.187500 Penalty: 4400.266602
	Iteration 6Q: 3 clusters Score -846174.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -846264.375000 Penalty: 4400.266602
	Iteration 7Q: 3 clusters Score -846264.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -846366.625000 Penalty: 4400.266602
	Iteration 8Q: 3 clusters Score -846366.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -846501.500000 Penalty: 4400.266602
	Iteration 9Q: 3 clusters Score -846501.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -846695.125000 Penalty: 4400.266602
	Iteration 10Q: 3 clusters Score -846695.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -846944.687500 Penalty: 4400.266602
	Iteration 11Q: 3 clusters Score -846944.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -847215.187500 Penalty: 4400.266602
	Iteration 12Q: 3 clusters Score -847215.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -847481.125000 Penalty: 4400.266602
	Iteration 13Q: 3 clusters Score -847481.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -847706.312500 Penalty: 4400.266602
	Iteration 14Q: 3 clusters Score -847706.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -847865.125000 Penalty: 4400.266602
	Iteration 15Q: 3 clusters Score -847865.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -847985.437500 Penalty: 4400.266602
	Iteration 16Q: 3 clusters Score -847985.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -848062.875000 Penalty: 4400.266602
	Iteration 17Q: 3 clusters Score -848062.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -848113.062500 Penalty: 4400.266602
	Iteration 18Q: 3 clusters Score -848113.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -848155.187500 Penalty: 4400.266602
	Iteration 19Q: 3 clusters Score -848155.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -848190.562500 Penalty: 4400.266602
	Iteration 20F: 3 clusters Score -848190.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -848213.312500 Penalty: 4400.266602
	Iteration 21Q: 3 clusters Score -848213.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -848224.687500 Penalty: 4400.266602
	Iteration 22Q: 3 clusters Score -848224.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -848235.062500 Penalty: 4400.266602
	Iteration 23Q: 3 clusters Score -848235.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -848240.312500 Penalty: 4400.266602
	Iteration 24Q: 3 clusters Score -848240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -848244.312500 Penalty: 4400.266602
	Iteration 25Q: 3 clusters Score -848244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -848243.687500 Penalty: 4400.266602
	Iteration 26Q: 3 clusters Score -848243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -848246.125000 Penalty: 4400.266602
	Iteration 27Q: 3 clusters Score -848246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -848245.187500 Penalty: 4400.266602
	Iteration 28Q: 3 clusters Score -848245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -848248.562500 Penalty: 4400.266602
	Iteration 29Q: 3 clusters Score -848248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -848248.812500 Penalty: 4400.266602
	Iteration 30Q: 3 clusters Score -848248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -848251.437500 Penalty: 4400.266602
	Iteration 31Q: 3 clusters Score -848251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -848253.187500 Penalty: 4400.266602
	Iteration 32Q: 3 clusters Score -848253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -848254.562500 Penalty: 4400.266602
	Iteration 33Q: 3 clusters Score -848254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -848254.937500 Penalty: 4400.266602
	Iteration 34Q: 3 clusters Score -848254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -848260.062500 Penalty: 4400.266602
	Iteration 35Q: 3 clusters Score -848260.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -848265.312500 Penalty: 4400.266602
	Iteration 36Q: 3 clusters Score -848265.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -848268.375000 Penalty: 4400.266602
	Iteration 37Q: 3 clusters Score -848268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -848274.250000 Penalty: 4400.266602
	Iteration 38Q: 3 clusters Score -848274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -848281.000000 Penalty: 4400.266602
	Iteration 39Q: 3 clusters Score -848281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -848286.000000 Penalty: 4400.266602
	Iteration 40F: 3 clusters Score -848286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -848286.937500 Penalty: 4400.266602
	Iteration 41Q: 3 clusters Score -848286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -848286.937500 Penalty: 4400.266602
	Iteration 42F: 3 clusters Score -848286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Entering Unmasked Estep 
Score: -1649691.375000 Penalty: 2381.306885
	Iteration 0F: 2 clusters Score -1649691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1638945.375000 Penalty: 4762.613770
	Iteration 0F: 3 clusters Score -1638945 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1642551.500000 Penalty: 4762.613770
	Iteration 1F: 3 clusters Score -1642552 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1643197.500000 Penalty: 4762.613770
	Iteration 2F: 3 clusters Score -1643198 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1643811.250000 Penalty: 4762.613770
	Iteration 3F: 3 clusters Score -1643811 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1644368.125000 Penalty: 4762.613770
	Iteration 4F: 3 clusters Score -1644368 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1644876.250000 Penalty: 4762.613770
	Iteration 5F: 3 clusters Score -1644876 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1645292.750000 Penalty: 4762.613770
	Iteration 6F: 3 clusters Score -1645293 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1645655.500000 Penalty: 4762.613770
	Iteration 7Q: 3 clusters Score -1645656 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1645997.250000 Penalty: 4762.613770
	Iteration 8Q: 3 clusters Score -1645997 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1646331.125000 Penalty: 4762.613770
	Iteration 9Q: 3 clusters Score -1646331 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1646640.125000 Penalty: 4762.613770
	Iteration 10Q: 3 clusters Score -1646640 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1646904.000000 Penalty: 4762.613770
	Iteration 11Q: 3 clusters Score -1646904 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1647106.875000 Penalty: 4762.613770
	Iteration 12Q: 3 clusters Score -1647107 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1647246.250000 Penalty: 4762.613770
	Iteration 13Q: 3 clusters Score -1647246 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1647362.625000 Penalty: 4762.613770
	Iteration 14Q: 3 clusters Score -1647363 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1647435.250000 Penalty: 4762.613770
	Iteration 15Q: 3 clusters Score -1647435 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1647480.875000 Penalty: 4762.613770
	Iteration 16Q: 3 clusters Score -1647481 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1647514.125000 Penalty: 4762.613770
	Iteration 17Q: 3 clusters Score -1647514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1647535.375000 Penalty: 4762.613770
	Iteration 18Q: 3 clusters Score -1647535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1647556.375000 Penalty: 4762.613770
	Iteration 19Q: 3 clusters Score -1647556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1647585.000000 Penalty: 4762.613770
	Iteration 20F: 3 clusters Score -1647585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1647604.250000 Penalty: 4762.613770
	Iteration 21Q: 3 clusters Score -1647604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1647619.750000 Penalty: 4762.613770
	Iteration 22Q: 3 clusters Score -1647620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1647640.375000 Penalty: 4762.613770
	Iteration 23Q: 3 clusters Score -1647640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1647656.125000 Penalty: 4762.613770
	Iteration 24Q: 3 clusters Score -1647656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1647666.375000 Penalty: 4762.613770
	Iteration 25Q: 3 clusters Score -1647666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1647672.875000 Penalty: 4762.613770
	Iteration 26Q: 3 clusters Score -1647673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1647683.250000 Penalty: 4762.613770
	Iteration 27Q: 3 clusters Score -1647683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1647685.000000 Penalty: 4762.613770
	Iteration 28Q: 3 clusters Score -1647685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1647685.750000 Penalty: 4762.613770
	Iteration 29Q: 3 clusters Score -1647686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1647691.500000 Penalty: 4762.613770
	Iteration 30Q: 3 clusters Score -1647692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1647693.500000 Penalty: 4762.613770
	Iteration 31Q: 3 clusters Score -1647694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1647696.625000 Penalty: 4762.613770
	Iteration 32Q: 3 clusters Score -1647697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1647700.875000 Penalty: 4762.613770
	Iteration 33Q: 3 clusters Score -1647701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1647699.125000 Penalty: 4762.613770
	Iteration 34Q: 3 clusters Score -1647699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1647705.375000 Penalty: 4762.613770
	Iteration 35Q: 3 clusters Score -1647705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1647708.875000 Penalty: 4762.613770
	Iteration 36Q: 3 clusters Score -1647709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1647706.750000 Penalty: 4762.613770
	Iteration 37Q: 3 clusters Score -1647707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1647709.500000 Penalty: 4762.613770
	Iteration 38Q: 3 clusters Score -1647710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1647714.125000 Penalty: 4762.613770
	Iteration 39Q: 3 clusters Score -1647714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1647719.375000 Penalty: 4762.613770
	Iteration 40F: 3 clusters Score -1647719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1647718.000000 Penalty: 4762.613770
	Iteration 41Q: 3 clusters Score -1647718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1647722.875000 Penalty: 4762.613770
	Iteration 42Q: 3 clusters Score -1647723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1647721.250000 Penalty: 4762.613770
	Iteration 43Q: 3 clusters Score -1647721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1647727.125000 Penalty: 4762.613770
	Iteration 44Q: 3 clusters Score -1647727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1647730.250000 Penalty: 4762.613770
	Iteration 45Q: 3 clusters Score -1647730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1647734.250000 Penalty: 4762.613770
	Iteration 46Q: 3 clusters Score -1647734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1647741.250000 Penalty: 4762.613770
	Iteration 47Q: 3 clusters Score -1647741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1647743.375000 Penalty: 4762.613770
	Iteration 48Q: 3 clusters Score -1647743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1647746.375000 Penalty: 4762.613770
	Iteration 49Q: 3 clusters Score -1647746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1647748.625000 Penalty: 4762.613770
	Iteration 50Q: 3 clusters Score -1647749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1647748.375000 Penalty: 4762.613770
	Iteration 51Q: 3 clusters Score -1647748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1647759.125000 Penalty: 4762.613770
	Iteration 52Q: 3 clusters Score -1647759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1647768.500000 Penalty: 4762.613770
	Iteration 53Q: 3 clusters Score -1647768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1647778.000000 Penalty: 4762.613770
	Iteration 54Q: 3 clusters Score -1647778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1647786.750000 Penalty: 4762.613770
	Iteration 55Q: 3 clusters Score -1647787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1647800.750000 Penalty: 4762.613770
	Iteration 56Q: 3 clusters Score -1647801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1647809.625000 Penalty: 4762.613770
	Iteration 57Q: 3 clusters Score -1647810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1647817.875000 Penalty: 4762.613770
	Iteration 58Q: 3 clusters Score -1647818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1647824.500000 Penalty: 4762.613770
	Iteration 59Q: 3 clusters Score -1647824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1647832.500000 Penalty: 4762.613770
	Iteration 60F: 3 clusters Score -1647832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1647838.375000 Penalty: 4762.613770
	Iteration 61Q: 3 clusters Score -1647838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1647840.500000 Penalty: 4762.613770
	Iteration 62Q: 3 clusters Score -1647840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1647856.625000 Penalty: 4762.613770
	Iteration 63Q: 3 clusters Score -1647857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1647865.500000 Penalty: 4762.613770
	Iteration 64Q: 3 clusters Score -1647866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1647878.750000 Penalty: 4762.613770
	Iteration 65Q: 3 clusters Score -1647879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1647882.625000 Penalty: 4762.613770
	Iteration 66Q: 3 clusters Score -1647883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1647886.750000 Penalty: 4762.613770
	Iteration 67Q: 3 clusters Score -1647887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1647895.750000 Penalty: 4762.613770
	Iteration 68Q: 3 clusters Score -1647896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1647912.000000 Penalty: 4762.613770
	Iteration 69Q: 3 clusters Score -1647912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1647915.750000 Penalty: 4762.613770
	Iteration 70Q: 3 clusters Score -1647916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1647921.500000 Penalty: 4762.613770
	Iteration 71Q: 3 clusters Score -1647922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1647924.500000 Penalty: 4762.613770
	Iteration 72Q: 3 clusters Score -1647924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1647931.250000 Penalty: 4762.613770
	Iteration 73Q: 3 clusters Score -1647931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1647940.750000 Penalty: 4762.613770
	Iteration 74Q: 3 clusters Score -1647941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1647949.125000 Penalty: 4762.613770
	Iteration 75Q: 3 clusters Score -1647949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1647953.250000 Penalty: 4762.613770
	Iteration 76Q: 3 clusters Score -1647953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1647962.125000 Penalty: 4762.613770
	Iteration 77Q: 3 clusters Score -1647962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1647971.250000 Penalty: 4762.613770
	Iteration 78Q: 3 clusters Score -1647971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1647972.375000 Penalty: 4762.613770
	Iteration 79Q: 3 clusters Score -1647972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1647986.000000 Penalty: 4762.613770
	Iteration 80F: 3 clusters Score -1647986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1647988.250000 Penalty: 4762.613770
	Iteration 81Q: 3 clusters Score -1647988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1647998.500000 Penalty: 4762.613770
	Iteration 82Q: 3 clusters Score -1647998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1648002.375000 Penalty: 4762.613770
	Iteration 83Q: 3 clusters Score -1648002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1648005.625000 Penalty: 4762.613770
	Iteration 84Q: 3 clusters Score -1648006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1648013.125000 Penalty: 4762.613770
	Iteration 85Q: 3 clusters Score -1648013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1648024.375000 Penalty: 4762.613770
	Iteration 86Q: 3 clusters Score -1648024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1648034.625000 Penalty: 4762.613770
	Iteration 87Q: 3 clusters Score -1648035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1648042.125000 Penalty: 4762.613770
	Iteration 88Q: 3 clusters Score -1648042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1648047.750000 Penalty: 4762.613770
	Iteration 89Q: 3 clusters Score -1648048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1648055.125000 Penalty: 4762.613770
	Iteration 90Q: 3 clusters Score -1648055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1648065.250000 Penalty: 4762.613770
	Iteration 91Q: 3 clusters Score -1648065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1648066.500000 Penalty: 4762.613770
	Iteration 92Q: 3 clusters Score -1648066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1648071.375000 Penalty: 4762.613770
	Iteration 93Q: 3 clusters Score -1648071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1648075.625000 Penalty: 4762.613770
	Iteration 94Q: 3 clusters Score -1648076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1648082.375000 Penalty: 4762.613770
	Iteration 95Q: 3 clusters Score -1648082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1648081.750000 Penalty: 4762.613770
	Iteration 96Q: 3 clusters Score -1648082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1648090.500000 Penalty: 4762.613770
	Iteration 97Q: 3 clusters Score -1648090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1648091.125000 Penalty: 4762.613770
	Iteration 98Q: 3 clusters Score -1648091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1648091.000000 Penalty: 4762.613770
	Iteration 99Q: 3 clusters Score -1648091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1648096.250000 Penalty: 4762.613770
	Iteration 100F: 3 clusters Score -1648096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1648103.375000 Penalty: 4762.613770
	Iteration 101Q: 3 clusters Score -1648103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1648108.375000 Penalty: 4762.613770
	Iteration 102Q: 3 clusters Score -1648108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1648109.125000 Penalty: 4762.613770
	Iteration 103Q: 3 clusters Score -1648109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1648115.000000 Penalty: 4762.613770
	Iteration 104Q: 3 clusters Score -1648115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1648120.625000 Penalty: 4762.613770
	Iteration 105Q: 3 clusters Score -1648121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1648132.375000 Penalty: 4762.613770
	Iteration 106Q: 3 clusters Score -1648132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1648135.500000 Penalty: 4762.613770
	Iteration 107Q: 3 clusters Score -1648136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1648144.500000 Penalty: 4762.613770
	Iteration 108Q: 3 clusters Score -1648144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1648160.875000 Penalty: 4762.613770
	Iteration 109Q: 3 clusters Score -1648161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1648172.750000 Penalty: 4762.613770
	Iteration 110Q: 3 clusters Score -1648173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1648183.500000 Penalty: 4762.613770
	Iteration 111Q: 3 clusters Score -1648184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1648210.625000 Penalty: 4762.613770
	Iteration 112Q: 3 clusters Score -1648211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1648220.750000 Penalty: 4762.613770
	Iteration 113Q: 3 clusters Score -1648221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1648235.125000 Penalty: 4762.613770
	Iteration 114Q: 3 clusters Score -1648235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1648252.000000 Penalty: 4762.613770
	Iteration 115Q: 3 clusters Score -1648252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1648272.250000 Penalty: 4762.613770
	Iteration 116Q: 3 clusters Score -1648272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1648283.125000 Penalty: 4762.613770
	Iteration 117Q: 3 clusters Score -1648283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1648306.875000 Penalty: 4762.613770
	Iteration 118Q: 3 clusters Score -1648307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1648319.500000 Penalty: 4762.613770
	Iteration 119Q: 3 clusters Score -1648320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1648349.125000 Penalty: 4762.613770
	Iteration 120F: 3 clusters Score -1648349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1648365.875000 Penalty: 4762.613770
	Iteration 121Q: 3 clusters Score -1648366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1648380.375000 Penalty: 4762.613770
	Iteration 122Q: 3 clusters Score -1648380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1648393.875000 Penalty: 4762.613770
	Iteration 123Q: 3 clusters Score -1648394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1648398.750000 Penalty: 4762.613770
	Iteration 124Q: 3 clusters Score -1648399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1648411.000000 Penalty: 4762.613770
	Iteration 125Q: 3 clusters Score -1648411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1648417.250000 Penalty: 4762.613770
	Iteration 126Q: 3 clusters Score -1648417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1648424.875000 Penalty: 4762.613770
	Iteration 127Q: 3 clusters Score -1648425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1648431.000000 Penalty: 4762.613770
	Iteration 128Q: 3 clusters Score -1648431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1648436.375000 Penalty: 4762.613770
	Iteration 129Q: 3 clusters Score -1648436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1648439.750000 Penalty: 4762.613770
	Iteration 130Q: 3 clusters Score -1648440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1648442.750000 Penalty: 4762.613770
	Iteration 131Q: 3 clusters Score -1648443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1648442.875000 Penalty: 4762.613770
	Iteration 132Q: 3 clusters Score -1648443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1648447.875000 Penalty: 4762.613770
	Iteration 133Q: 3 clusters Score -1648448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1648453.000000 Penalty: 4762.613770
	Iteration 134Q: 3 clusters Score -1648453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1648455.125000 Penalty: 4762.613770
	Iteration 135Q: 3 clusters Score -1648455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1648454.250000 Penalty: 4762.613770
	Iteration 136Q: 3 clusters Score -1648454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1648459.375000 Penalty: 4762.613770
	Iteration 137Q: 3 clusters Score -1648459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1648458.125000 Penalty: 4762.613770
	Iteration 138Q: 3 clusters Score -1648458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1648465.000000 Penalty: 4762.613770
	Iteration 139Q: 3 clusters Score -1648465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1648468.375000 Penalty: 4762.613770
	Iteration 140F: 3 clusters Score -1648468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1648468.125000 Penalty: 4762.613770
	Iteration 141Q: 3 clusters Score -1648468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1648467.250000 Penalty: 4762.613770
	Iteration 142Q: 3 clusters Score -1648467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1648467.000000 Penalty: 4762.613770
	Iteration 143Q: 3 clusters Score -1648467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1648468.250000 Penalty: 4762.613770
	Iteration 144Q: 3 clusters Score -1648468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1648470.250000 Penalty: 4762.613770
	Iteration 145Q: 3 clusters Score -1648470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1648469.625000 Penalty: 4762.613770
	Iteration 146Q: 3 clusters Score -1648470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1648469.625000 Penalty: 4762.613770
	Iteration 147F: 3 clusters Score -1648470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Entering Unmasked Estep 
Score: -3550815.250000 Penalty: 2567.773682
	Iteration 0F: 2 clusters Score -3550815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3529369.750000 Penalty: 5135.547363
	Iteration 0F: 3 clusters Score -3529370 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3538233.750000 Penalty: 5135.547363
	Iteration 1F: 3 clusters Score -3538234 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3540541.750000 Penalty: 5135.547363
	Iteration 2F: 3 clusters Score -3540542 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3543642.750000 Penalty: 5135.547363
	Iteration 3F: 3 clusters Score -3543643 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3546762.500000 Penalty: 5135.547363
	Iteration 4F: 3 clusters Score -3546762 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3549051.000000 Penalty: 5135.547363
	Iteration 5F: 3 clusters Score -3549051 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3550405.500000 Penalty: 5135.547363
	Iteration 6F: 3 clusters Score -3550406 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3551125.750000 Penalty: 5135.547363
	Iteration 7Q: 3 clusters Score -3551126 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3551556.250000 Penalty: 5135.547363
	Iteration 8Q: 3 clusters Score -3551556 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3551886.750000 Penalty: 5135.547363
	Iteration 9Q: 3 clusters Score -3551887 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3552144.250000 Penalty: 5135.547363
	Iteration 10Q: 3 clusters Score -3552144 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3552329.500000 Penalty: 5135.547363
	Iteration 11Q: 3 clusters Score -3552330 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3552445.500000 Penalty: 5135.547363
	Iteration 12Q: 3 clusters Score -3552446 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3552518.000000 Penalty: 5135.547363
	Iteration 13Q: 3 clusters Score -3552518 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3552576.000000 Penalty: 5135.547363
	Iteration 14Q: 3 clusters Score -3552576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3552605.750000 Penalty: 5135.547363
	Iteration 15Q: 3 clusters Score -3552606 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3552637.750000 Penalty: 5135.547363
	Iteration 16Q: 3 clusters Score -3552638 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3552660.750000 Penalty: 5135.547363
	Iteration 17Q: 3 clusters Score -3552661 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3552673.000000 Penalty: 5135.547363
	Iteration 18Q: 3 clusters Score -3552673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3552685.750000 Penalty: 5135.547363
	Iteration 19Q: 3 clusters Score -3552686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3552695.250000 Penalty: 5135.547363
	Iteration 20F: 3 clusters Score -3552695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3552702.000000 Penalty: 5135.547363
	Iteration 21Q: 3 clusters Score -3552702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3552706.750000 Penalty: 5135.547363
	Iteration 22Q: 3 clusters Score -3552707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3552721.500000 Penalty: 5135.547363
	Iteration 23Q: 3 clusters Score -3552722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3552723.750000 Penalty: 5135.547363
	Iteration 24Q: 3 clusters Score -3552724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3552736.000000 Penalty: 5135.547363
	Iteration 25Q: 3 clusters Score -3552736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3552746.750000 Penalty: 5135.547363
	Iteration 26Q: 3 clusters Score -3552747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3552752.500000 Penalty: 5135.547363
	Iteration 27Q: 3 clusters Score -3552752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3552760.750000 Penalty: 5135.547363
	Iteration 28Q: 3 clusters Score -3552761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3552753.000000 Penalty: 5135.547363
	Iteration 29Q: 3 clusters Score -3552753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3552750.250000 Penalty: 5135.547363
	Iteration 30Q: 3 clusters Score -3552750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3552757.500000 Penalty: 5135.547363
	Iteration 31Q: 3 clusters Score -3552758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3552756.250000 Penalty: 5135.547363
	Iteration 32Q: 3 clusters Score -3552756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3552753.750000 Penalty: 5135.547363
	Iteration 33Q: 3 clusters Score -3552754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3552761.750000 Penalty: 5135.547363
	Iteration 34Q: 3 clusters Score -3552762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3552760.750000 Penalty: 5135.547363
	Iteration 35Q: 3 clusters Score -3552761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3552755.750000 Penalty: 5135.547363
	Iteration 36Q: 3 clusters Score -3552756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3552763.000000 Penalty: 5135.547363
	Iteration 37Q: 3 clusters Score -3552763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3552765.000000 Penalty: 5135.547363
	Iteration 38Q: 3 clusters Score -3552765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3552768.750000 Penalty: 5135.547363
	Iteration 39Q: 3 clusters Score -3552769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3552771.750000 Penalty: 5135.547363
	Iteration 40F: 3 clusters Score -3552772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -3552770.500000 Penalty: 5135.547363
	Iteration 41Q: 3 clusters Score -3552770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3552773.250000 Penalty: 5135.547363
	Iteration 42Q: 3 clusters Score -3552773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3552773.250000 Penalty: 5135.547363
	Iteration 43F: 3 clusters Score -3552773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 114046 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 215085 members 
Mstep: Class 7 contains 80776 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 226375 members 
Mstep: Class 12 contains 152150 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 104698 members 
Mstep: Class 17 contains 192094 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 26985 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 46415 members 
Mstep: Class 25 contains 238311 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 28750 members 
Entering Unmasked Estep 
Score: -205444352.000000 Penalty: 96388.812500
Splitting cluster 10 changes total score from -205445984.000000 to -205444352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (226375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226375 members 
Entering Unmasked Estep 
Score: -27115004.000000 Penalty: 3057.827148
	Iteration 0F: 2 clusters Score -2.7115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113320 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -26981890.000000 Penalty: 6115.654297
	Iteration 0F: 3 clusters Score -2.698189e+07 nChanged 108795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116889 members 
Mstep: Class 2 contains 109486 members 
Entering Unmasked Estep 
Score: -27046038.000000 Penalty: 6115.654297
	Iteration 1F: 3 clusters Score -2.704604e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -27047236.000000 Penalty: 6115.654297
	Iteration 2Q: 3 clusters Score -2.704724e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122636 members 
Mstep: Class 2 contains 103739 members 
Entering Unmasked Estep 
Score: -27049518.000000 Penalty: 6115.654297
	Iteration 3Q: 3 clusters Score -2.704952e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -27052924.000000 Penalty: 6115.654297
	Iteration 4Q: 3 clusters Score -2.705292e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135461 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -27058548.000000 Penalty: 6115.654297
	Iteration 5F: 3 clusters Score -2.705855e+07 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146098 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -27066942.000000 Penalty: 6115.654297
	Iteration 6F: 3 clusters Score -2.706694e+07 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159423 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -27077008.000000 Penalty: 6115.654297
	Iteration 7F: 3 clusters Score -2.707701e+07 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175003 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -27087334.000000 Penalty: 6115.654297
	Iteration 8F: 3 clusters Score -2.708733e+07 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190906 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -27095926.000000 Penalty: 6115.654297
	Iteration 9F: 3 clusters Score -2.709593e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204080 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -27103278.000000 Penalty: 6115.654297
	Iteration 10F: 3 clusters Score -2.710328e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213163 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -27107888.000000 Penalty: 6115.654297
	Iteration 11Q: 3 clusters Score -2.710789e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218648 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -27110414.000000 Penalty: 6115.654297
	Iteration 12Q: 3 clusters Score -2.711041e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221658 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -27111708.000000 Penalty: 6115.654297
	Iteration 13Q: 3 clusters Score -2.711171e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223249 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -27112384.000000 Penalty: 6115.654297
	Iteration 14Q: 3 clusters Score -2.711238e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224018 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -27112752.000000 Penalty: 6115.654297
	Iteration 15Q: 3 clusters Score -2.711275e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224369 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -27112922.000000 Penalty: 6115.654297
	Iteration 16Q: 3 clusters Score -2.711292e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -27113058.000000 Penalty: 6115.654297
	Iteration 17Q: 3 clusters Score -2.711306e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224692 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -27113068.000000 Penalty: 6115.654297
	Iteration 18Q: 3 clusters Score -2.711307e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224769 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -27113128.000000 Penalty: 6115.654297
	Iteration 19Q: 3 clusters Score -2.711313e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224817 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -27113204.000000 Penalty: 6115.654297
	Iteration 20F: 3 clusters Score -2.71132e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224861 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -27113204.000000 Penalty: 6115.654297
	Iteration 21Q: 3 clusters Score -2.71132e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224890 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -27113200.000000 Penalty: 6115.654297
	Iteration 22Q: 3 clusters Score -2.71132e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224913 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -27113204.000000 Penalty: 6115.654297
	Iteration 23Q: 3 clusters Score -2.71132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224932 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -27113250.000000 Penalty: 6115.654297
	Iteration 24Q: 3 clusters Score -2.711325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224951 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -27113260.000000 Penalty: 6115.654297
	Iteration 25Q: 3 clusters Score -2.711326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224963 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -27113268.000000 Penalty: 6115.654297
	Iteration 26Q: 3 clusters Score -2.711327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224976 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -27113242.000000 Penalty: 6115.654297
	Iteration 27Q: 3 clusters Score -2.711324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224986 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -27113262.000000 Penalty: 6115.654297
	Iteration 28Q: 3 clusters Score -2.711326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224995 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -27113258.000000 Penalty: 6115.654297
	Iteration 29Q: 3 clusters Score -2.711326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225001 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -27113268.000000 Penalty: 6115.654297
	Iteration 30Q: 3 clusters Score -2.711327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225006 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -27113282.000000 Penalty: 6115.654297
	Iteration 31Q: 3 clusters Score -2.711328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225004 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -27113284.000000 Penalty: 6115.654297
	Iteration 32Q: 3 clusters Score -2.711328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225004 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -27113286.000000 Penalty: 6115.654297
	Iteration 33Q: 3 clusters Score -2.711329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225004 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -27113286.000000 Penalty: 6115.654297
	Iteration 34F: 3 clusters Score -2.711329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (152150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Entering Unmasked Estep 
Score: -17965492.000000 Penalty: 2959.290283
	Iteration 0F: 2 clusters Score -1.796549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -17864008.000000 Penalty: 5918.580566
	Iteration 0F: 3 clusters Score -1.786401e+07 nChanged 72847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -17906558.000000 Penalty: 5918.580566
	Iteration 1F: 3 clusters Score -1.790656e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -17907978.000000 Penalty: 5918.580566
	Iteration 2Q: 3 clusters Score -1.790798e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -17909630.000000 Penalty: 5918.580566
	Iteration 3Q: 3 clusters Score -1.790963e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -17911614.000000 Penalty: 5918.580566
	Iteration 4Q: 3 clusters Score -1.791161e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -17914216.000000 Penalty: 5918.580566
	Iteration 5Q: 3 clusters Score -1.791422e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -17917822.000000 Penalty: 5918.580566
	Iteration 6Q: 3 clusters Score -1.791782e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -17922852.000000 Penalty: 5918.580566
	Iteration 7F: 3 clusters Score -1.792285e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -17929992.000000 Penalty: 5918.580566
	Iteration 8F: 3 clusters Score -1.792999e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -17939208.000000 Penalty: 5918.580566
	Iteration 9F: 3 clusters Score -1.793921e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -17947566.000000 Penalty: 5918.580566
	Iteration 10F: 3 clusters Score -1.794757e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134081 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -17953548.000000 Penalty: 5918.580566
	Iteration 11Q: 3 clusters Score -1.795355e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -17957454.000000 Penalty: 5918.580566
	Iteration 12Q: 3 clusters Score -1.795745e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140461 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -17959784.000000 Penalty: 5918.580566
	Iteration 13Q: 3 clusters Score -1.795978e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141832 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -17961240.000000 Penalty: 5918.580566
	Iteration 14Q: 3 clusters Score -1.796124e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142658 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -17962452.000000 Penalty: 5918.580566
	Iteration 15Q: 3 clusters Score -1.796245e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143094 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -17963386.000000 Penalty: 5918.580566
	Iteration 16Q: 3 clusters Score -1.796339e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143278 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -17963948.000000 Penalty: 5918.580566
	Iteration 17Q: 3 clusters Score -1.796395e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -17964388.000000 Penalty: 5918.580566
	Iteration 18Q: 3 clusters Score -1.796439e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -17964656.000000 Penalty: 5918.580566
	Iteration 19Q: 3 clusters Score -1.796466e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143272 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -17964864.000000 Penalty: 5918.580566
	Iteration 20F: 3 clusters Score -1.796486e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -17965004.000000 Penalty: 5918.580566
	Iteration 21Q: 3 clusters Score -1.7965e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -17965126.000000 Penalty: 5918.580566
	Iteration 22Q: 3 clusters Score -1.796513e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -17965170.000000 Penalty: 5918.580566
	Iteration 23Q: 3 clusters Score -1.796517e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -17965184.000000 Penalty: 5918.580566
	Iteration 24Q: 3 clusters Score -1.796518e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -17965208.000000 Penalty: 5918.580566
	Iteration 25Q: 3 clusters Score -1.796521e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -17965232.000000 Penalty: 5918.580566
	Iteration 26Q: 3 clusters Score -1.796523e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142839 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -17965254.000000 Penalty: 5918.580566
	Iteration 27Q: 3 clusters Score -1.796525e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -17965292.000000 Penalty: 5918.580566
	Iteration 28Q: 3 clusters Score -1.796529e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142678 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -17965322.000000 Penalty: 5918.580566
	Iteration 29Q: 3 clusters Score -1.796532e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142623 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -17965312.000000 Penalty: 5918.580566
	Iteration 30Q: 3 clusters Score -1.796531e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -17965310.000000 Penalty: 5918.580566
	Iteration 31Q: 3 clusters Score -1.796531e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -17965348.000000 Penalty: 5918.580566
	Iteration 32Q: 3 clusters Score -1.796535e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -17965358.000000 Penalty: 5918.580566
	Iteration 33Q: 3 clusters Score -1.796536e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -17965348.000000 Penalty: 5918.580566
	Iteration 34Q: 3 clusters Score -1.796535e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -17965340.000000 Penalty: 5918.580566
	Iteration 35Q: 3 clusters Score -1.796534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -17965348.000000 Penalty: 5918.580566
	Iteration 36Q: 3 clusters Score -1.796535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -17965336.000000 Penalty: 5918.580566
	Iteration 37Q: 3 clusters Score -1.796534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142291 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -17965356.000000 Penalty: 5918.580566
	Iteration 38Q: 3 clusters Score -1.796536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -17965350.000000 Penalty: 5918.580566
	Iteration 39Q: 3 clusters Score -1.796535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142244 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -17965350.000000 Penalty: 5918.580566
	Iteration 40F: 3 clusters Score -1.796535e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -17965354.000000 Penalty: 5918.580566
	Iteration 41Q: 3 clusters Score -1.796535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142210 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -17965346.000000 Penalty: 5918.580566
	Iteration 42Q: 3 clusters Score -1.796535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142186 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -17965374.000000 Penalty: 5918.580566
	Iteration 43Q: 3 clusters Score -1.796537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142169 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -17965370.000000 Penalty: 5918.580566
	Iteration 44Q: 3 clusters Score -1.796537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142149 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -17965352.000000 Penalty: 5918.580566
	Iteration 45Q: 3 clusters Score -1.796535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142128 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -17965354.000000 Penalty: 5918.580566
	Iteration 46Q: 3 clusters Score -1.796535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142107 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -17965352.000000 Penalty: 5918.580566
	Iteration 47Q: 3 clusters Score -1.796535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -17965358.000000 Penalty: 5918.580566
	Iteration 48Q: 3 clusters Score -1.796536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142053 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -17965348.000000 Penalty: 5918.580566
	Iteration 49Q: 3 clusters Score -1.796535e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -17965366.000000 Penalty: 5918.580566
	Iteration 50Q: 3 clusters Score -1.796537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141985 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -17965370.000000 Penalty: 5918.580566
	Iteration 51Q: 3 clusters Score -1.796537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141947 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -17965374.000000 Penalty: 5918.580566
	Iteration 52Q: 3 clusters Score -1.796537e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141918 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -17965366.000000 Penalty: 5918.580566
	Iteration 53Q: 3 clusters Score -1.796537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141899 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -17965380.000000 Penalty: 5918.580566
	Iteration 54Q: 3 clusters Score -1.796538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141877 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -17965382.000000 Penalty: 5918.580566
	Iteration 55Q: 3 clusters Score -1.796538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -17965370.000000 Penalty: 5918.580566
	Iteration 56Q: 3 clusters Score -1.796537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -17965398.000000 Penalty: 5918.580566
	Iteration 57Q: 3 clusters Score -1.79654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -17965392.000000 Penalty: 5918.580566
	Iteration 58Q: 3 clusters Score -1.796539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141798 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -17965408.000000 Penalty: 5918.580566
	Iteration 59Q: 3 clusters Score -1.796541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141788 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -17965406.000000 Penalty: 5918.580566
	Iteration 60F: 3 clusters Score -1.796541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141783 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -17965414.000000 Penalty: 5918.580566
	Iteration 61Q: 3 clusters Score -1.796541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141779 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -17965412.000000 Penalty: 5918.580566
	Iteration 62Q: 3 clusters Score -1.796541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141776 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -17965406.000000 Penalty: 5918.580566
	Iteration 63Q: 3 clusters Score -1.796541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141774 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -17965392.000000 Penalty: 5918.580566
	Iteration 64Q: 3 clusters Score -1.796539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -17965408.000000 Penalty: 5918.580566
	Iteration 65Q: 3 clusters Score -1.796541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -17965414.000000 Penalty: 5918.580566
	Iteration 66Q: 3 clusters Score -1.796541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141759 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -17965416.000000 Penalty: 5918.580566
	Iteration 67Q: 3 clusters Score -1.796542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -17965426.000000 Penalty: 5918.580566
	Iteration 68Q: 3 clusters Score -1.796543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141753 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -17965422.000000 Penalty: 5918.580566
	Iteration 69Q: 3 clusters Score -1.796542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -17965438.000000 Penalty: 5918.580566
	Iteration 70Q: 3 clusters Score -1.796544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141742 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -17965430.000000 Penalty: 5918.580566
	Iteration 71Q: 3 clusters Score -1.796543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141740 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -17965422.000000 Penalty: 5918.580566
	Iteration 72Q: 3 clusters Score -1.796542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141736 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -17965408.000000 Penalty: 5918.580566
	Iteration 73Q: 3 clusters Score -1.796541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -17965424.000000 Penalty: 5918.580566
	Iteration 74Q: 3 clusters Score -1.796542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141730 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -17965428.000000 Penalty: 5918.580566
	Iteration 75Q: 3 clusters Score -1.796543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -17965402.000000 Penalty: 5918.580566
	Iteration 76Q: 3 clusters Score -1.79654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -17965406.000000 Penalty: 5918.580566
	Iteration 77Q: 3 clusters Score -1.796541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -17965410.000000 Penalty: 5918.580566
	Iteration 78Q: 3 clusters Score -1.796541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -17965422.000000 Penalty: 5918.580566
	Iteration 79Q: 3 clusters Score -1.796542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -17965420.000000 Penalty: 5918.580566
	Iteration 80F: 3 clusters Score -1.796542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -17965424.000000 Penalty: 5918.580566
	Iteration 81Q: 3 clusters Score -1.796542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -17965428.000000 Penalty: 5918.580566
	Iteration 82Q: 3 clusters Score -1.796543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -17965428.000000 Penalty: 5918.580566
	Iteration 83F: 3 clusters Score -1.796543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Entering Unmasked Estep 
Score: -8271654.000000 Penalty: 2761.927734
	Iteration 0F: 2 clusters Score -8271654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -8225423.000000 Penalty: 5523.855469
	Iteration 0F: 3 clusters Score -8225423 nChanged 32087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -8243982.500000 Penalty: 5523.855469
	Iteration 1F: 3 clusters Score -8243982 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -8244562.000000 Penalty: 5523.855469
	Iteration 2Q: 3 clusters Score -8244562 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -8245233.000000 Penalty: 5523.855469
	Iteration 3Q: 3 clusters Score -8245233 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -8246069.500000 Penalty: 5523.855469
	Iteration 4Q: 3 clusters Score -8246070 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -8247060.000000 Penalty: 5523.855469
	Iteration 5Q: 3 clusters Score -8247060 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -8248268.000000 Penalty: 5523.855469
	Iteration 6Q: 3 clusters Score -8248268 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -8249789.000000 Penalty: 5523.855469
	Iteration 7Q: 3 clusters Score -8249789 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -8252040.000000 Penalty: 5523.855469
	Iteration 8F: 3 clusters Score -8252040 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8255403.500000 Penalty: 5523.855469
	Iteration 9F: 3 clusters Score -8255404 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -8259470.500000 Penalty: 5523.855469
	Iteration 10F: 3 clusters Score -8259470 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -8263655.500000 Penalty: 5523.855469
	Iteration 11F: 3 clusters Score -8263656 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8266614.500000 Penalty: 5523.855469
	Iteration 12Q: 3 clusters Score -8266614 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8268210.000000 Penalty: 5523.855469
	Iteration 13Q: 3 clusters Score -8268210 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8268810.000000 Penalty: 5523.855469
	Iteration 14Q: 3 clusters Score -8268810 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8269054.000000 Penalty: 5523.855469
	Iteration 15Q: 3 clusters Score -8269054 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8269150.500000 Penalty: 5523.855469
	Iteration 16Q: 3 clusters Score -8269150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8269196.000000 Penalty: 5523.855469
	Iteration 17Q: 3 clusters Score -8269196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8269225.500000 Penalty: 5523.855469
	Iteration 18Q: 3 clusters Score -8269226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8269226.500000 Penalty: 5523.855469
	Iteration 19Q: 3 clusters Score -8269226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8269234.500000 Penalty: 5523.855469
	Iteration 20F: 3 clusters Score -8269234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8269240.000000 Penalty: 5523.855469
	Iteration 21Q: 3 clusters Score -8269240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8269236.000000 Penalty: 5523.855469
	Iteration 22Q: 3 clusters Score -8269236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8269242.000000 Penalty: 5523.855469
	Iteration 23Q: 3 clusters Score -8269242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8269243.000000 Penalty: 5523.855469
	Iteration 24Q: 3 clusters Score -8269243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8269245.500000 Penalty: 5523.855469
	Iteration 25Q: 3 clusters Score -8269246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8269246.000000 Penalty: 5523.855469
	Iteration 26Q: 3 clusters Score -8269246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8269250.000000 Penalty: 5523.855469
	Iteration 27Q: 3 clusters Score -8269250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8269253.000000 Penalty: 5523.855469
	Iteration 28Q: 3 clusters Score -8269253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8269251.000000 Penalty: 5523.855469
	Iteration 29Q: 3 clusters Score -8269251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8269257.000000 Penalty: 5523.855469
	Iteration 30Q: 3 clusters Score -8269257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8269255.000000 Penalty: 5523.855469
	Iteration 31Q: 3 clusters Score -8269255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8269267.500000 Penalty: 5523.855469
	Iteration 32Q: 3 clusters Score -8269268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8269267.500000 Penalty: 5523.855469
	Iteration 33F: 3 clusters Score -8269268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Entering Unmasked Estep 
Score: -2757754.500000 Penalty: 2511.751465
	Iteration 0F: 2 clusters Score -2757754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2740401.250000 Penalty: 5023.502930
	Iteration 0F: 3 clusters Score -2740401 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2747302.000000 Penalty: 5023.502930
	Iteration 1F: 3 clusters Score -2747302 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2748485.500000 Penalty: 5023.502930
	Iteration 2F: 3 clusters Score -2748486 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2749685.750000 Penalty: 5023.502930
	Iteration 3F: 3 clusters Score -2749686 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2750774.250000 Penalty: 5023.502930
	Iteration 4F: 3 clusters Score -2750774 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2751721.000000 Penalty: 5023.502930
	Iteration 5F: 3 clusters Score -2751721 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2752459.250000 Penalty: 5023.502930
	Iteration 6F: 3 clusters Score -2752459 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2753022.500000 Penalty: 5023.502930
	Iteration 7Q: 3 clusters Score -2753022 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2753527.500000 Penalty: 5023.502930
	Iteration 8Q: 3 clusters Score -2753528 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2753941.000000 Penalty: 5023.502930
	Iteration 9Q: 3 clusters Score -2753941 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2754271.500000 Penalty: 5023.502930
	Iteration 10Q: 3 clusters Score -2754272 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2754610.250000 Penalty: 5023.502930
	Iteration 11Q: 3 clusters Score -2754610 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2754945.000000 Penalty: 5023.502930
	Iteration 12Q: 3 clusters Score -2754945 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2755219.750000 Penalty: 5023.502930
	Iteration 13Q: 3 clusters Score -2755220 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2755476.500000 Penalty: 5023.502930
	Iteration 14Q: 3 clusters Score -2755476 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2755664.000000 Penalty: 5023.502930
	Iteration 15Q: 3 clusters Score -2755664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2755829.750000 Penalty: 5023.502930
	Iteration 16Q: 3 clusters Score -2755830 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2755971.000000 Penalty: 5023.502930
	Iteration 17Q: 3 clusters Score -2755971 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2756074.500000 Penalty: 5023.502930
	Iteration 18Q: 3 clusters Score -2756074 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2756163.250000 Penalty: 5023.502930
	Iteration 19Q: 3 clusters Score -2756163 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2756247.250000 Penalty: 5023.502930
	Iteration 20F: 3 clusters Score -2756247 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2756336.750000 Penalty: 5023.502930
	Iteration 21Q: 3 clusters Score -2756337 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2756412.750000 Penalty: 5023.502930
	Iteration 22Q: 3 clusters Score -2756413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2756457.250000 Penalty: 5023.502930
	Iteration 23Q: 3 clusters Score -2756457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2756493.750000 Penalty: 5023.502930
	Iteration 24Q: 3 clusters Score -2756494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2756520.750000 Penalty: 5023.502930
	Iteration 25Q: 3 clusters Score -2756521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2756544.250000 Penalty: 5023.502930
	Iteration 26Q: 3 clusters Score -2756544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2756562.250000 Penalty: 5023.502930
	Iteration 27Q: 3 clusters Score -2756562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2756575.000000 Penalty: 5023.502930
	Iteration 28Q: 3 clusters Score -2756575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2756599.000000 Penalty: 5023.502930
	Iteration 29Q: 3 clusters Score -2756599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2756606.750000 Penalty: 5023.502930
	Iteration 30Q: 3 clusters Score -2756607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2756614.000000 Penalty: 5023.502930
	Iteration 31Q: 3 clusters Score -2756614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2756615.250000 Penalty: 5023.502930
	Iteration 32Q: 3 clusters Score -2756615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2756625.000000 Penalty: 5023.502930
	Iteration 33Q: 3 clusters Score -2756625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2756632.500000 Penalty: 5023.502930
	Iteration 34Q: 3 clusters Score -2756632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2756648.500000 Penalty: 5023.502930
	Iteration 35Q: 3 clusters Score -2756648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2756650.000000 Penalty: 5023.502930
	Iteration 36Q: 3 clusters Score -2756650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2756666.000000 Penalty: 5023.502930
	Iteration 37Q: 3 clusters Score -2756666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2756676.250000 Penalty: 5023.502930
	Iteration 38Q: 3 clusters Score -2756676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2756687.750000 Penalty: 5023.502930
	Iteration 39Q: 3 clusters Score -2756688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2756703.500000 Penalty: 5023.502930
	Iteration 40F: 3 clusters Score -2756704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2756721.750000 Penalty: 5023.502930
	Iteration 41Q: 3 clusters Score -2756722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2756752.250000 Penalty: 5023.502930
	Iteration 42Q: 3 clusters Score -2756752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2756836.000000 Penalty: 5023.502930
	Iteration 43Q: 3 clusters Score -2756836 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2756910.000000 Penalty: 5023.502930
	Iteration 44Q: 3 clusters Score -2756910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2756955.750000 Penalty: 5023.502930
	Iteration 45Q: 3 clusters Score -2756956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2757010.250000 Penalty: 5023.502930
	Iteration 46Q: 3 clusters Score -2757010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2757044.750000 Penalty: 5023.502930
	Iteration 47Q: 3 clusters Score -2757045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2757064.500000 Penalty: 5023.502930
	Iteration 48Q: 3 clusters Score -2757064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2757075.250000 Penalty: 5023.502930
	Iteration 49Q: 3 clusters Score -2757075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2757097.500000 Penalty: 5023.502930
	Iteration 50Q: 3 clusters Score -2757098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2757115.000000 Penalty: 5023.502930
	Iteration 51Q: 3 clusters Score -2757115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2757134.250000 Penalty: 5023.502930
	Iteration 52Q: 3 clusters Score -2757134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2757151.750000 Penalty: 5023.502930
	Iteration 53Q: 3 clusters Score -2757152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2757183.250000 Penalty: 5023.502930
	Iteration 54Q: 3 clusters Score -2757183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2757204.250000 Penalty: 5023.502930
	Iteration 55Q: 3 clusters Score -2757204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2757214.750000 Penalty: 5023.502930
	Iteration 56Q: 3 clusters Score -2757215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2757230.750000 Penalty: 5023.502930
	Iteration 57Q: 3 clusters Score -2757231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2757246.250000 Penalty: 5023.502930
	Iteration 58Q: 3 clusters Score -2757246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2757265.250000 Penalty: 5023.502930
	Iteration 59Q: 3 clusters Score -2757265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2757274.500000 Penalty: 5023.502930
	Iteration 60F: 3 clusters Score -2757274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2757306.250000 Penalty: 5023.502930
	Iteration 61Q: 3 clusters Score -2757306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2757334.750000 Penalty: 5023.502930
	Iteration 62Q: 3 clusters Score -2757335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2757360.000000 Penalty: 5023.502930
	Iteration 63Q: 3 clusters Score -2757360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2757395.250000 Penalty: 5023.502930
	Iteration 64Q: 3 clusters Score -2757395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2757412.000000 Penalty: 5023.502930
	Iteration 65Q: 3 clusters Score -2757412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2757416.750000 Penalty: 5023.502930
	Iteration 66Q: 3 clusters Score -2757417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2757417.250000 Penalty: 5023.502930
	Iteration 67Q: 3 clusters Score -2757417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2757416.500000 Penalty: 5023.502930
	Iteration 68Q: 3 clusters Score -2757416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2757418.500000 Penalty: 5023.502930
	Iteration 69Q: 3 clusters Score -2757418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2757417.000000 Penalty: 5023.502930
	Iteration 70Q: 3 clusters Score -2757417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2757415.500000 Penalty: 5023.502930
	Iteration 71Q: 3 clusters Score -2757416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2757418.500000 Penalty: 5023.502930
	Iteration 72Q: 3 clusters Score -2757418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2757420.500000 Penalty: 5023.502930
	Iteration 73Q: 3 clusters Score -2757420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2757420.500000 Penalty: 5023.502930
	Iteration 74F: 3 clusters Score -2757420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -5639634.500000 Penalty: 2674.299805
	Iteration 0F: 2 clusters Score -5639634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5607290.500000 Penalty: 5348.599609
	Iteration 0F: 3 clusters Score -5607290 nChanged 22281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5619884.500000 Penalty: 5348.599609
	Iteration 1F: 3 clusters Score -5619884 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5620811.500000 Penalty: 5348.599609
	Iteration 2Q: 3 clusters Score -5620812 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5621788.500000 Penalty: 5348.599609
	Iteration 3F: 3 clusters Score -5621788 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -5622974.500000 Penalty: 5348.599609
	Iteration 4F: 3 clusters Score -5622974 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -5624255.500000 Penalty: 5348.599609
	Iteration 5F: 3 clusters Score -5624256 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -5625625.000000 Penalty: 5348.599609
	Iteration 6F: 3 clusters Score -5625625 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -5627079.500000 Penalty: 5348.599609
	Iteration 7F: 3 clusters Score -5627080 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5628603.000000 Penalty: 5348.599609
	Iteration 8F: 3 clusters Score -5628603 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5630350.500000 Penalty: 5348.599609
	Iteration 9F: 3 clusters Score -5630350 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5632132.500000 Penalty: 5348.599609
	Iteration 10F: 3 clusters Score -5632132 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -5633779.000000 Penalty: 5348.599609
	Iteration 11Q: 3 clusters Score -5633779 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -5635164.500000 Penalty: 5348.599609
	Iteration 12Q: 3 clusters Score -5635164 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5636349.500000 Penalty: 5348.599609
	Iteration 13Q: 3 clusters Score -5636350 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -5637236.500000 Penalty: 5348.599609
	Iteration 14Q: 3 clusters Score -5637236 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -5637764.500000 Penalty: 5348.599609
	Iteration 15Q: 3 clusters Score -5637764 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5638065.000000 Penalty: 5348.599609
	Iteration 16Q: 3 clusters Score -5638065 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5638249.500000 Penalty: 5348.599609
	Iteration 17Q: 3 clusters Score -5638250 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -5638337.500000 Penalty: 5348.599609
	Iteration 18Q: 3 clusters Score -5638338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -5638403.500000 Penalty: 5348.599609
	Iteration 19Q: 3 clusters Score -5638404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -5638456.500000 Penalty: 5348.599609
	Iteration 20F: 3 clusters Score -5638456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -5638491.500000 Penalty: 5348.599609
	Iteration 21Q: 3 clusters Score -5638492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5638510.500000 Penalty: 5348.599609
	Iteration 22Q: 3 clusters Score -5638510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -5638531.000000 Penalty: 5348.599609
	Iteration 23Q: 3 clusters Score -5638531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -5638540.500000 Penalty: 5348.599609
	Iteration 24Q: 3 clusters Score -5638540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5638551.500000 Penalty: 5348.599609
	Iteration 25Q: 3 clusters Score -5638552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -5638547.000000 Penalty: 5348.599609
	Iteration 26Q: 3 clusters Score -5638547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -5638548.500000 Penalty: 5348.599609
	Iteration 27Q: 3 clusters Score -5638548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -5638543.000000 Penalty: 5348.599609
	Iteration 28Q: 3 clusters Score -5638543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -5638554.000000 Penalty: 5348.599609
	Iteration 29Q: 3 clusters Score -5638554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -5638555.500000 Penalty: 5348.599609
	Iteration 30Q: 3 clusters Score -5638556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -5638558.000000 Penalty: 5348.599609
	Iteration 31Q: 3 clusters Score -5638558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5638555.000000 Penalty: 5348.599609
	Iteration 32Q: 3 clusters Score -5638555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -5638558.000000 Penalty: 5348.599609
	Iteration 33Q: 3 clusters Score -5638558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -5638564.000000 Penalty: 5348.599609
	Iteration 34Q: 3 clusters Score -5638564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -5638556.500000 Penalty: 5348.599609
	Iteration 35Q: 3 clusters Score -5638556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -5638556.500000 Penalty: 5348.599609
	Iteration 36F: 3 clusters Score -5638556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (104698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Entering Unmasked Estep 
Score: -12445910.000000 Penalty: 2866.591064
	Iteration 0F: 2 clusters Score -1.244591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -12376148.000000 Penalty: 5733.182129
	Iteration 0F: 3 clusters Score -1.237615e+07 nChanged 49511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -12405147.000000 Penalty: 5733.182129
	Iteration 1F: 3 clusters Score -1.240515e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -12407323.000000 Penalty: 5733.182129
	Iteration 2F: 3 clusters Score -1.240732e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -12410557.000000 Penalty: 5733.182129
	Iteration 3F: 3 clusters Score -1.241056e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -12415408.000000 Penalty: 5733.182129
	Iteration 4F: 3 clusters Score -1.241541e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -12421308.000000 Penalty: 5733.182129
	Iteration 5F: 3 clusters Score -1.242131e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -12427610.000000 Penalty: 5733.182129
	Iteration 6F: 3 clusters Score -1.242761e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -12433050.000000 Penalty: 5733.182129
	Iteration 7F: 3 clusters Score -1.243305e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -12437161.000000 Penalty: 5733.182129
	Iteration 8Q: 3 clusters Score -1.243716e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -12439751.000000 Penalty: 5733.182129
	Iteration 9Q: 3 clusters Score -1.243975e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -12441338.000000 Penalty: 5733.182129
	Iteration 10Q: 3 clusters Score -1.244134e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -12442302.000000 Penalty: 5733.182129
	Iteration 11Q: 3 clusters Score -1.24423e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -12442802.000000 Penalty: 5733.182129
	Iteration 12Q: 3 clusters Score -1.24428e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12443147.000000 Penalty: 5733.182129
	Iteration 13Q: 3 clusters Score -1.244315e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -12443334.000000 Penalty: 5733.182129
	Iteration 14Q: 3 clusters Score -1.244333e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -12443470.000000 Penalty: 5733.182129
	Iteration 15Q: 3 clusters Score -1.244347e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12443583.000000 Penalty: 5733.182129
	Iteration 16Q: 3 clusters Score -1.244358e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12443687.000000 Penalty: 5733.182129
	Iteration 17Q: 3 clusters Score -1.244369e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -12443771.000000 Penalty: 5733.182129
	Iteration 18Q: 3 clusters Score -1.244377e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12443778.000000 Penalty: 5733.182129
	Iteration 19Q: 3 clusters Score -1.244378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102769 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -12443818.000000 Penalty: 5733.182129
	Iteration 20F: 3 clusters Score -1.244382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12443844.000000 Penalty: 5733.182129
	Iteration 21Q: 3 clusters Score -1.244384e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12443870.000000 Penalty: 5733.182129
	Iteration 22Q: 3 clusters Score -1.244387e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12443908.000000 Penalty: 5733.182129
	Iteration 23Q: 3 clusters Score -1.244391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12443931.000000 Penalty: 5733.182129
	Iteration 24Q: 3 clusters Score -1.244393e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12443938.000000 Penalty: 5733.182129
	Iteration 25Q: 3 clusters Score -1.244394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12443937.000000 Penalty: 5733.182129
	Iteration 26Q: 3 clusters Score -1.244394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12443954.000000 Penalty: 5733.182129
	Iteration 27Q: 3 clusters Score -1.244395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12443962.000000 Penalty: 5733.182129
	Iteration 28Q: 3 clusters Score -1.244396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -12443970.000000 Penalty: 5733.182129
	Iteration 29Q: 3 clusters Score -1.244397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12443963.000000 Penalty: 5733.182129
	Iteration 30Q: 3 clusters Score -1.244396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12443976.000000 Penalty: 5733.182129
	Iteration 31Q: 3 clusters Score -1.244398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12443964.000000 Penalty: 5733.182129
	Iteration 32Q: 3 clusters Score -1.244396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12443969.000000 Penalty: 5733.182129
	Iteration 33Q: 3 clusters Score -1.244397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12443958.000000 Penalty: 5733.182129
	Iteration 34Q: 3 clusters Score -1.244396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12443969.000000 Penalty: 5733.182129
	Iteration 35Q: 3 clusters Score -1.244397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -12443970.000000 Penalty: 5733.182129
	Iteration 36Q: 3 clusters Score -1.244397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -12443970.000000 Penalty: 5733.182129
	Iteration 37F: 3 clusters Score -1.244397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (192094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192094 members 
Entering Unmasked Estep 
Score: -23185646.000000 Penalty: 3017.103516
	Iteration 0F: 2 clusters Score -2.318565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -23076336.000000 Penalty: 6034.207031
	Iteration 0F: 3 clusters Score -2.307634e+07 nChanged 92060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -23129590.000000 Penalty: 6034.207031
	Iteration 1F: 3 clusters Score -2.312959e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -23130830.000000 Penalty: 6034.207031
	Iteration 2Q: 3 clusters Score -2.313083e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -23132864.000000 Penalty: 6034.207031
	Iteration 3Q: 3 clusters Score -2.313286e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 104889 members 
Entering Unmasked Estep 
Score: -23135862.000000 Penalty: 6034.207031
	Iteration 4Q: 3 clusters Score -2.313586e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 109673 members 
Entering Unmasked Estep 
Score: -23141264.000000 Penalty: 6034.207031
	Iteration 5F: 3 clusters Score -2.314126e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -23148820.000000 Penalty: 6034.207031
	Iteration 6F: 3 clusters Score -2.314882e+07 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 124925 members 
Entering Unmasked Estep 
Score: -23158856.000000 Penalty: 6034.207031
	Iteration 7F: 3 clusters Score -2.315886e+07 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -23170074.000000 Penalty: 6034.207031
	Iteration 8F: 3 clusters Score -2.317007e+07 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 141049 members 
Entering Unmasked Estep 
Score: -23180398.000000 Penalty: 6034.207031
	Iteration 9F: 3 clusters Score -2.31804e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 145933 members 
Entering Unmasked Estep 
Score: -23187990.000000 Penalty: 6034.207031
	Iteration 10Q: 3 clusters Score -2.318799e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -23191744.000000 Penalty: 6034.207031
	Iteration 11Q: 3 clusters Score -2.319174e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 151667 members 
Entering Unmasked Estep 
Score: -23193116.000000 Penalty: 6034.207031
	Iteration 12Q: 3 clusters Score -2.319312e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -23194024.000000 Penalty: 6034.207031
	Iteration 13Q: 3 clusters Score -2.319402e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -23194672.000000 Penalty: 6034.207031
	Iteration 14Q: 3 clusters Score -2.319467e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -23195140.000000 Penalty: 6034.207031
	Iteration 15Q: 3 clusters Score -2.319514e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 160548 members 
Entering Unmasked Estep 
Score: -23195404.000000 Penalty: 6034.207031
	Iteration 16Q: 3 clusters Score -2.31954e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 162318 members 
Entering Unmasked Estep 
Score: -23195800.000000 Penalty: 6034.207031
	Iteration 17Q: 3 clusters Score -2.31958e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -23196058.000000 Penalty: 6034.207031
	Iteration 18Q: 3 clusters Score -2.319606e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 165376 members 
Entering Unmasked Estep 
Score: -23196080.000000 Penalty: 6034.207031
	Iteration 19Q: 3 clusters Score -2.319608e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -23196112.000000 Penalty: 6034.207031
	Iteration 20F: 3 clusters Score -2.319611e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 167933 members 
Entering Unmasked Estep 
Score: -23196114.000000 Penalty: 6034.207031
	Iteration 21Q: 3 clusters Score -2.319611e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -23196080.000000 Penalty: 6034.207031
	Iteration 22Q: 3 clusters Score -2.319608e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 169875 members 
Entering Unmasked Estep 
Score: -23195910.000000 Penalty: 6034.207031
	Iteration 23Q: 3 clusters Score -2.319591e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 170723 members 
Entering Unmasked Estep 
Score: -23195724.000000 Penalty: 6034.207031
	Iteration 24Q: 3 clusters Score -2.319572e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 171513 members 
Entering Unmasked Estep 
Score: -23195660.000000 Penalty: 6034.207031
	Iteration 25Q: 3 clusters Score -2.319566e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 172199 members 
Entering Unmasked Estep 
Score: -23195556.000000 Penalty: 6034.207031
	Iteration 26Q: 3 clusters Score -2.319556e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 172830 members 
Entering Unmasked Estep 
Score: -23195412.000000 Penalty: 6034.207031
	Iteration 27Q: 3 clusters Score -2.319541e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 6034.207031
	Iteration 28Q: 3 clusters Score -2.319534e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -23195298.000000 Penalty: 6034.207031
	Iteration 29Q: 3 clusters Score -2.31953e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -23195232.000000 Penalty: 6034.207031
	Iteration 30Q: 3 clusters Score -2.319523e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 174790 members 
Entering Unmasked Estep 
Score: -23195132.000000 Penalty: 6034.207031
	Iteration 31Q: 3 clusters Score -2.319513e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -23195066.000000 Penalty: 6034.207031
	Iteration 32Q: 3 clusters Score -2.319507e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -23194952.000000 Penalty: 6034.207031
	Iteration 33Q: 3 clusters Score -2.319495e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -23194866.000000 Penalty: 6034.207031
	Iteration 34Q: 3 clusters Score -2.319487e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 176038 members 
Entering Unmasked Estep 
Score: -23194740.000000 Penalty: 6034.207031
	Iteration 35Q: 3 clusters Score -2.319474e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 176274 members 
Entering Unmasked Estep 
Score: -23194680.000000 Penalty: 6034.207031
	Iteration 36Q: 3 clusters Score -2.319468e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 176494 members 
Entering Unmasked Estep 
Score: -23194656.000000 Penalty: 6034.207031
	Iteration 37Q: 3 clusters Score -2.319466e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 176653 members 
Entering Unmasked Estep 
Score: -23194594.000000 Penalty: 6034.207031
	Iteration 38Q: 3 clusters Score -2.319459e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -23194546.000000 Penalty: 6034.207031
	Iteration 39Q: 3 clusters Score -2.319455e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -23194516.000000 Penalty: 6034.207031
	Iteration 40F: 3 clusters Score -2.319452e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -23194494.000000 Penalty: 6034.207031
	Iteration 41Q: 3 clusters Score -2.319449e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -23194474.000000 Penalty: 6034.207031
	Iteration 42Q: 3 clusters Score -2.319447e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 177221 members 
Entering Unmasked Estep 
Score: -23194434.000000 Penalty: 6034.207031
	Iteration 43Q: 3 clusters Score -2.319443e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -23194426.000000 Penalty: 6034.207031
	Iteration 44Q: 3 clusters Score -2.319443e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -23194396.000000 Penalty: 6034.207031
	Iteration 45Q: 3 clusters Score -2.31944e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 177405 members 
Entering Unmasked Estep 
Score: -23194368.000000 Penalty: 6034.207031
	Iteration 46Q: 3 clusters Score -2.319437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 177454 members 
Entering Unmasked Estep 
Score: -23194376.000000 Penalty: 6034.207031
	Iteration 47Q: 3 clusters Score -2.319438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 177508 members 
Entering Unmasked Estep 
Score: -23194320.000000 Penalty: 6034.207031
	Iteration 48Q: 3 clusters Score -2.319432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 177555 members 
Entering Unmasked Estep 
Score: -23194314.000000 Penalty: 6034.207031
	Iteration 49Q: 3 clusters Score -2.319431e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -23194298.000000 Penalty: 6034.207031
	Iteration 50Q: 3 clusters Score -2.31943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 177644 members 
Entering Unmasked Estep 
Score: -23194228.000000 Penalty: 6034.207031
	Iteration 51Q: 3 clusters Score -2.319423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 177676 members 
Entering Unmasked Estep 
Score: -23194236.000000 Penalty: 6034.207031
	Iteration 52Q: 3 clusters Score -2.319424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -23194222.000000 Penalty: 6034.207031
	Iteration 53Q: 3 clusters Score -2.319422e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -23194230.000000 Penalty: 6034.207031
	Iteration 54Q: 3 clusters Score -2.319423e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -23194210.000000 Penalty: 6034.207031
	Iteration 55Q: 3 clusters Score -2.319421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 177842 members 
Entering Unmasked Estep 
Score: -23194196.000000 Penalty: 6034.207031
	Iteration 56Q: 3 clusters Score -2.31942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 177879 members 
Entering Unmasked Estep 
Score: -23194200.000000 Penalty: 6034.207031
	Iteration 57Q: 3 clusters Score -2.31942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 177914 members 
Entering Unmasked Estep 
Score: -23194176.000000 Penalty: 6034.207031
	Iteration 58Q: 3 clusters Score -2.319418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 177948 members 
Entering Unmasked Estep 
Score: -23194146.000000 Penalty: 6034.207031
	Iteration 59Q: 3 clusters Score -2.319415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 177974 members 
Entering Unmasked Estep 
Score: -23194122.000000 Penalty: 6034.207031
	Iteration 60F: 3 clusters Score -2.319412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 178003 members 
Entering Unmasked Estep 
Score: -23194112.000000 Penalty: 6034.207031
	Iteration 61Q: 3 clusters Score -2.319411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 178030 members 
Entering Unmasked Estep 
Score: -23194108.000000 Penalty: 6034.207031
	Iteration 62Q: 3 clusters Score -2.319411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 178060 members 
Entering Unmasked Estep 
Score: -23194074.000000 Penalty: 6034.207031
	Iteration 63Q: 3 clusters Score -2.319407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 178090 members 
Entering Unmasked Estep 
Score: -23194058.000000 Penalty: 6034.207031
	Iteration 64Q: 3 clusters Score -2.319406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 178115 members 
Entering Unmasked Estep 
Score: -23194064.000000 Penalty: 6034.207031
	Iteration 65Q: 3 clusters Score -2.319406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 178141 members 
Entering Unmasked Estep 
Score: -23194066.000000 Penalty: 6034.207031
	Iteration 66Q: 3 clusters Score -2.319407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -23194080.000000 Penalty: 6034.207031
	Iteration 67Q: 3 clusters Score -2.319408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -23194052.000000 Penalty: 6034.207031
	Iteration 68Q: 3 clusters Score -2.319405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 178210 members 
Entering Unmasked Estep 
Score: -23194062.000000 Penalty: 6034.207031
	Iteration 69Q: 3 clusters Score -2.319406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 178237 members 
Entering Unmasked Estep 
Score: -23194042.000000 Penalty: 6034.207031
	Iteration 70Q: 3 clusters Score -2.319404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -23194032.000000 Penalty: 6034.207031
	Iteration 71Q: 3 clusters Score -2.319403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -23194028.000000 Penalty: 6034.207031
	Iteration 72Q: 3 clusters Score -2.319403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 178292 members 
Entering Unmasked Estep 
Score: -23194032.000000 Penalty: 6034.207031
	Iteration 73Q: 3 clusters Score -2.319403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 178309 members 
Entering Unmasked Estep 
Score: -23194026.000000 Penalty: 6034.207031
	Iteration 74Q: 3 clusters Score -2.319403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 178334 members 
Entering Unmasked Estep 
Score: -23193986.000000 Penalty: 6034.207031
	Iteration 75Q: 3 clusters Score -2.319399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -23194010.000000 Penalty: 6034.207031
	Iteration 76Q: 3 clusters Score -2.319401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 178377 members 
Entering Unmasked Estep 
Score: -23194002.000000 Penalty: 6034.207031
	Iteration 77Q: 3 clusters Score -2.3194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -23193994.000000 Penalty: 6034.207031
	Iteration 78Q: 3 clusters Score -2.319399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 178398 members 
Entering Unmasked Estep 
Score: -23194006.000000 Penalty: 6034.207031
	Iteration 79Q: 3 clusters Score -2.319401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 178410 members 
Entering Unmasked Estep 
Score: -23193982.000000 Penalty: 6034.207031
	Iteration 80F: 3 clusters Score -2.319398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 178426 members 
Entering Unmasked Estep 
Score: -23193960.000000 Penalty: 6034.207031
	Iteration 81Q: 3 clusters Score -2.319396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 178449 members 
Entering Unmasked Estep 
Score: -23193924.000000 Penalty: 6034.207031
	Iteration 82Q: 3 clusters Score -2.319392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 178468 members 
Entering Unmasked Estep 
Score: -23193918.000000 Penalty: 6034.207031
	Iteration 83Q: 3 clusters Score -2.319392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 178490 members 
Entering Unmasked Estep 
Score: -23193902.000000 Penalty: 6034.207031
	Iteration 84Q: 3 clusters Score -2.31939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 178510 members 
Entering Unmasked Estep 
Score: -23193876.000000 Penalty: 6034.207031
	Iteration 85Q: 3 clusters Score -2.319388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 178528 members 
Entering Unmasked Estep 
Score: -23193884.000000 Penalty: 6034.207031
	Iteration 86Q: 3 clusters Score -2.319388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 178545 members 
Entering Unmasked Estep 
Score: -23193890.000000 Penalty: 6034.207031
	Iteration 87Q: 3 clusters Score -2.319389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 178557 members 
Entering Unmasked Estep 
Score: -23193882.000000 Penalty: 6034.207031
	Iteration 88Q: 3 clusters Score -2.319388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 178565 members 
Entering Unmasked Estep 
Score: -23193880.000000 Penalty: 6034.207031
	Iteration 89Q: 3 clusters Score -2.319388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 178573 members 
Entering Unmasked Estep 
Score: -23193860.000000 Penalty: 6034.207031
	Iteration 90Q: 3 clusters Score -2.319386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -23193862.000000 Penalty: 6034.207031
	Iteration 91Q: 3 clusters Score -2.319386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 178588 members 
Entering Unmasked Estep 
Score: -23193862.000000 Penalty: 6034.207031
	Iteration 92Q: 3 clusters Score -2.319386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 178595 members 
Entering Unmasked Estep 
Score: -23193870.000000 Penalty: 6034.207031
	Iteration 93Q: 3 clusters Score -2.319387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -23193858.000000 Penalty: 6034.207031
	Iteration 94Q: 3 clusters Score -2.319386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 178607 members 
Entering Unmasked Estep 
Score: -23193832.000000 Penalty: 6034.207031
	Iteration 95Q: 3 clusters Score -2.319383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 178618 members 
Entering Unmasked Estep 
Score: -23193822.000000 Penalty: 6034.207031
	Iteration 96Q: 3 clusters Score -2.319382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 178630 members 
Entering Unmasked Estep 
Score: -23193796.000000 Penalty: 6034.207031
	Iteration 97Q: 3 clusters Score -2.31938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 178641 members 
Entering Unmasked Estep 
Score: -23193814.000000 Penalty: 6034.207031
	Iteration 98Q: 3 clusters Score -2.319381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -23193818.000000 Penalty: 6034.207031
	Iteration 99Q: 3 clusters Score -2.319382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 178658 members 
Entering Unmasked Estep 
Score: -23193834.000000 Penalty: 6034.207031
	Iteration 100F: 3 clusters Score -2.319383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 178664 members 
Entering Unmasked Estep 
Score: -23193836.000000 Penalty: 6034.207031
	Iteration 101Q: 3 clusters Score -2.319384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -23193828.000000 Penalty: 6034.207031
	Iteration 102Q: 3 clusters Score -2.319383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 178670 members 
Entering Unmasked Estep 
Score: -23193834.000000 Penalty: 6034.207031
	Iteration 103Q: 3 clusters Score -2.319383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 178670 members 
Entering Unmasked Estep 
Score: -23193834.000000 Penalty: 6034.207031
	Iteration 104F: 3 clusters Score -2.319383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 114046 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 215085 members 
Mstep: Class 7 contains 80776 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 226375 members 
Mstep: Class 12 contains 152150 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 104698 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 26985 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 46415 members 
Mstep: Class 25 contains 238311 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 178670 members 
Entering Unmasked Estep 
Score: -205456368.000000 Penalty: 96388.812500
Splitting cluster 17 changes total score from -205445984.000000 to -205456368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -395806.062500 Penalty: 2008.312622
	Iteration 0F: 2 clusters Score -395806.1 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 1632 members 
Entering Unmasked Estep 
Score: -392311.093750 Penalty: 4016.625244
	Iteration 0F: 3 clusters Score -392311.1 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -393045.843750 Penalty: 4016.625244
	Iteration 1F: 3 clusters Score -393045.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -393221.812500 Penalty: 4016.625244
	Iteration 2F: 3 clusters Score -393221.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -393322.562500 Penalty: 4016.625244
	Iteration 3Q: 3 clusters Score -393322.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -393403.500000 Penalty: 4016.625244
	Iteration 4Q: 3 clusters Score -393403.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -393492.812500 Penalty: 4016.625244
	Iteration 5Q: 3 clusters Score -393492.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -393581.281250 Penalty: 4016.625244
	Iteration 6Q: 3 clusters Score -393581.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -393688.687500 Penalty: 4016.625244
	Iteration 7Q: 3 clusters Score -393688.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -393789.750000 Penalty: 4016.625244
	Iteration 8Q: 3 clusters Score -393789.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -393879.812500 Penalty: 4016.625244
	Iteration 9Q: 3 clusters Score -393879.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -393955.625000 Penalty: 4016.625244
	Iteration 10Q: 3 clusters Score -393955.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -394012.625000 Penalty: 4016.625244
	Iteration 11Q: 3 clusters Score -394012.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -394059.718750 Penalty: 4016.625244
	Iteration 12Q: 3 clusters Score -394059.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -394103.281250 Penalty: 4016.625244
	Iteration 13Q: 3 clusters Score -394103.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -394151.031250 Penalty: 4016.625244
	Iteration 14Q: 3 clusters Score -394151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -394190.312500 Penalty: 4016.625244
	Iteration 15Q: 3 clusters Score -394190.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -394223.937500 Penalty: 4016.625244
	Iteration 16Q: 3 clusters Score -394223.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -394254.625000 Penalty: 4016.625244
	Iteration 17Q: 3 clusters Score -394254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -394280.281250 Penalty: 4016.625244
	Iteration 18Q: 3 clusters Score -394280.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -394306.218750 Penalty: 4016.625244
	Iteration 19Q: 3 clusters Score -394306.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -394328.375000 Penalty: 4016.625244
	Iteration 20F: 3 clusters Score -394328.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -394348.843750 Penalty: 4016.625244
	Iteration 21Q: 3 clusters Score -394348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -394364.093750 Penalty: 4016.625244
	Iteration 22Q: 3 clusters Score -394364.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -394375.937500 Penalty: 4016.625244
	Iteration 23Q: 3 clusters Score -394375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -394382.406250 Penalty: 4016.625244
	Iteration 24Q: 3 clusters Score -394382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -394385.187500 Penalty: 4016.625244
	Iteration 25Q: 3 clusters Score -394385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -394387.406250 Penalty: 4016.625244
	Iteration 26Q: 3 clusters Score -394387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -394392.656250 Penalty: 4016.625244
	Iteration 27Q: 3 clusters Score -394392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -394395.281250 Penalty: 4016.625244
	Iteration 28Q: 3 clusters Score -394395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -394397.937500 Penalty: 4016.625244
	Iteration 29Q: 3 clusters Score -394397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -394399.375000 Penalty: 4016.625244
	Iteration 30Q: 3 clusters Score -394399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -394400.593750 Penalty: 4016.625244
	Iteration 31Q: 3 clusters Score -394400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -394405.500000 Penalty: 4016.625244
	Iteration 32Q: 3 clusters Score -394405.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -394411.812500 Penalty: 4016.625244
	Iteration 33Q: 3 clusters Score -394411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -394415.531250 Penalty: 4016.625244
	Iteration 34Q: 3 clusters Score -394415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -394417.812500 Penalty: 4016.625244
	Iteration 35Q: 3 clusters Score -394417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -394417.406250 Penalty: 4016.625244
	Iteration 36Q: 3 clusters Score -394417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -394417.406250 Penalty: 4016.625244
	Iteration 37F: 3 clusters Score -394417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Entering Unmasked Estep 
Score: -2897073.500000 Penalty: 2515.711670
	Iteration 0F: 2 clusters Score -2897074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2879409.000000 Penalty: 5031.423340
	Iteration 0F: 3 clusters Score -2879409 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2886043.750000 Penalty: 5031.423340
	Iteration 1F: 3 clusters Score -2886044 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2887082.500000 Penalty: 5031.423340
	Iteration 2F: 3 clusters Score -2887082 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2888265.000000 Penalty: 5031.423340
	Iteration 3F: 3 clusters Score -2888265 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2889587.750000 Penalty: 5031.423340
	Iteration 4F: 3 clusters Score -2889588 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2890833.500000 Penalty: 5031.423340
	Iteration 5F: 3 clusters Score -2890834 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2892024.000000 Penalty: 5031.423340
	Iteration 6F: 3 clusters Score -2892024 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2892988.250000 Penalty: 5031.423340
	Iteration 7F: 3 clusters Score -2892988 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2893705.500000 Penalty: 5031.423340
	Iteration 8Q: 3 clusters Score -2893706 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2894305.500000 Penalty: 5031.423340
	Iteration 9Q: 3 clusters Score -2894306 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2894749.500000 Penalty: 5031.423340
	Iteration 10Q: 3 clusters Score -2894750 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2895026.000000 Penalty: 5031.423340
	Iteration 11Q: 3 clusters Score -2895026 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2895241.500000 Penalty: 5031.423340
	Iteration 12Q: 3 clusters Score -2895242 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2895427.750000 Penalty: 5031.423340
	Iteration 13Q: 3 clusters Score -2895428 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2895580.000000 Penalty: 5031.423340
	Iteration 14Q: 3 clusters Score -2895580 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2895682.000000 Penalty: 5031.423340
	Iteration 15Q: 3 clusters Score -2895682 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2895758.500000 Penalty: 5031.423340
	Iteration 16Q: 3 clusters Score -2895758 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2895807.500000 Penalty: 5031.423340
	Iteration 17Q: 3 clusters Score -2895808 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2895844.000000 Penalty: 5031.423340
	Iteration 18Q: 3 clusters Score -2895844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2895863.500000 Penalty: 5031.423340
	Iteration 19Q: 3 clusters Score -2895864 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2895875.500000 Penalty: 5031.423340
	Iteration 20F: 3 clusters Score -2895876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2895879.000000 Penalty: 5031.423340
	Iteration 21Q: 3 clusters Score -2895879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2895893.750000 Penalty: 5031.423340
	Iteration 22Q: 3 clusters Score -2895894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2895900.500000 Penalty: 5031.423340
	Iteration 23Q: 3 clusters Score -2895900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2895904.250000 Penalty: 5031.423340
	Iteration 24Q: 3 clusters Score -2895904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2895903.000000 Penalty: 5031.423340
	Iteration 25Q: 3 clusters Score -2895903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2895905.000000 Penalty: 5031.423340
	Iteration 26Q: 3 clusters Score -2895905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2895911.250000 Penalty: 5031.423340
	Iteration 27Q: 3 clusters Score -2895911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2895912.500000 Penalty: 5031.423340
	Iteration 28Q: 3 clusters Score -2895912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2895913.500000 Penalty: 5031.423340
	Iteration 29Q: 3 clusters Score -2895914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2895918.500000 Penalty: 5031.423340
	Iteration 30Q: 3 clusters Score -2895918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2895916.750000 Penalty: 5031.423340
	Iteration 31Q: 3 clusters Score -2895917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2895915.000000 Penalty: 5031.423340
	Iteration 32Q: 3 clusters Score -2895915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2895919.000000 Penalty: 5031.423340
	Iteration 33Q: 3 clusters Score -2895919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2895920.500000 Penalty: 5031.423340
	Iteration 34Q: 3 clusters Score -2895920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2895923.750000 Penalty: 5031.423340
	Iteration 35Q: 3 clusters Score -2895924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2895921.500000 Penalty: 5031.423340
	Iteration 36Q: 3 clusters Score -2895922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2895921.750000 Penalty: 5031.423340
	Iteration 37Q: 3 clusters Score -2895922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2895919.000000 Penalty: 5031.423340
	Iteration 38Q: 3 clusters Score -2895919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2895919.000000 Penalty: 5031.423340
	Iteration 39F: 3 clusters Score -2895919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Entering Unmasked Estep 
Score: -3832522.000000 Penalty: 2584.880615
	Iteration 0F: 2 clusters Score -3832522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3809612.500000 Penalty: 5169.761230
	Iteration 0F: 3 clusters Score -3809612 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3818259.500000 Penalty: 5169.761230
	Iteration 1F: 3 clusters Score -3818260 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3818887.250000 Penalty: 5169.761230
	Iteration 2F: 3 clusters Score -3818887 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3819587.750000 Penalty: 5169.761230
	Iteration 3Q: 3 clusters Score -3819588 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3820369.500000 Penalty: 5169.761230
	Iteration 4Q: 3 clusters Score -3820370 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3821252.750000 Penalty: 5169.761230
	Iteration 5F: 3 clusters Score -3821253 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3822188.750000 Penalty: 5169.761230
	Iteration 6F: 3 clusters Score -3822189 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3823229.250000 Penalty: 5169.761230
	Iteration 7F: 3 clusters Score -3823229 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3824331.000000 Penalty: 5169.761230
	Iteration 8F: 3 clusters Score -3824331 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3825433.500000 Penalty: 5169.761230
	Iteration 9F: 3 clusters Score -3825434 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3826473.250000 Penalty: 5169.761230
	Iteration 10Q: 3 clusters Score -3826473 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3827431.000000 Penalty: 5169.761230
	Iteration 11Q: 3 clusters Score -3827431 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3828429.000000 Penalty: 5169.761230
	Iteration 12Q: 3 clusters Score -3828429 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3829591.500000 Penalty: 5169.761230
	Iteration 13Q: 3 clusters Score -3829592 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3830566.500000 Penalty: 5169.761230
	Iteration 14Q: 3 clusters Score -3830566 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3831104.500000 Penalty: 5169.761230
	Iteration 15Q: 3 clusters Score -3831104 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3831385.750000 Penalty: 5169.761230
	Iteration 16Q: 3 clusters Score -3831386 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3831556.000000 Penalty: 5169.761230
	Iteration 17Q: 3 clusters Score -3831556 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3831642.000000 Penalty: 5169.761230
	Iteration 18Q: 3 clusters Score -3831642 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3831695.000000 Penalty: 5169.761230
	Iteration 19Q: 3 clusters Score -3831695 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3831732.250000 Penalty: 5169.761230
	Iteration 20F: 3 clusters Score -3831732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3831741.250000 Penalty: 5169.761230
	Iteration 21Q: 3 clusters Score -3831741 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3831741.750000 Penalty: 5169.761230
	Iteration 22Q: 3 clusters Score -3831742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3831752.000000 Penalty: 5169.761230
	Iteration 23Q: 3 clusters Score -3831752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3831763.500000 Penalty: 5169.761230
	Iteration 24Q: 3 clusters Score -3831764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3831773.500000 Penalty: 5169.761230
	Iteration 25Q: 3 clusters Score -3831774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3831776.250000 Penalty: 5169.761230
	Iteration 26Q: 3 clusters Score -3831776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3831780.500000 Penalty: 5169.761230
	Iteration 27Q: 3 clusters Score -3831780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3831787.250000 Penalty: 5169.761230
	Iteration 28Q: 3 clusters Score -3831787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3831790.000000 Penalty: 5169.761230
	Iteration 29Q: 3 clusters Score -3831790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3831786.250000 Penalty: 5169.761230
	Iteration 30Q: 3 clusters Score -3831786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3831792.000000 Penalty: 5169.761230
	Iteration 31Q: 3 clusters Score -3831792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3831792.500000 Penalty: 5169.761230
	Iteration 32Q: 3 clusters Score -3831792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3831792.250000 Penalty: 5169.761230
	Iteration 33Q: 3 clusters Score -3831792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3831788.250000 Penalty: 5169.761230
	Iteration 34Q: 3 clusters Score -3831788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3831792.250000 Penalty: 5169.761230
	Iteration 35Q: 3 clusters Score -3831792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3831792.750000 Penalty: 5169.761230
	Iteration 36Q: 3 clusters Score -3831793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3831794.750000 Penalty: 5169.761230
	Iteration 37Q: 3 clusters Score -3831795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3831794.750000 Penalty: 5169.761230
	Iteration 38F: 3 clusters Score -3831795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -145906.875000 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -145906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -143813.484375 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -143813.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -145185.031250 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -145185 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -146261.218750 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -146261.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -146903.531250 Penalty: 3629.337402
	Iteration 3F: 3 clusters Score -146903.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147497.078125 Penalty: 3629.337402
	Iteration 4F: 3 clusters Score -147497.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -148268.406250 Penalty: 3629.337402
	Iteration 5F: 3 clusters Score -148268.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -149202.859375 Penalty: 3629.337402
	Iteration 6F: 3 clusters Score -149202.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -149764.015625 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -149764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -149857.921875 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -149857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149858.578125 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -149858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149858.578125 Penalty: 3629.337402
	Iteration 10F: 3 clusters Score -149858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 114046 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 215085 members 
Mstep: Class 7 contains 80776 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 226375 members 
Mstep: Class 12 contains 152150 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 104698 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 26985 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 46415 members 
Mstep: Class 25 contains 238311 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 178670 members 
Mstep: Class 28 contains 824 members 
Entering Unmasked Estep 
Score: -205458656.000000 Penalty: 99958.773438
Splitting cluster 21 changes total score from -205445984.000000 to -205458656.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (26985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Entering Unmasked Estep 
Score: -2951667.500000 Penalty: 2530.353027
	Iteration 0F: 2 clusters Score -2951668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2933171.250000 Penalty: 5060.706055
	Iteration 0F: 3 clusters Score -2933171 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2940252.250000 Penalty: 5060.706055
	Iteration 1F: 3 clusters Score -2940252 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2941504.750000 Penalty: 5060.706055
	Iteration 2F: 3 clusters Score -2941505 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2943046.500000 Penalty: 5060.706055
	Iteration 3F: 3 clusters Score -2943046 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2944567.000000 Penalty: 5060.706055
	Iteration 4F: 3 clusters Score -2944567 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2945716.250000 Penalty: 5060.706055
	Iteration 5F: 3 clusters Score -2945716 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2946467.750000 Penalty: 5060.706055
	Iteration 6F: 3 clusters Score -2946468 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2947038.750000 Penalty: 5060.706055
	Iteration 7Q: 3 clusters Score -2947039 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2947526.000000 Penalty: 5060.706055
	Iteration 8Q: 3 clusters Score -2947526 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2947964.250000 Penalty: 5060.706055
	Iteration 9Q: 3 clusters Score -2947964 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2948418.750000 Penalty: 5060.706055
	Iteration 10Q: 3 clusters Score -2948419 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2948932.000000 Penalty: 5060.706055
	Iteration 11Q: 3 clusters Score -2948932 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2949414.500000 Penalty: 5060.706055
	Iteration 12Q: 3 clusters Score -2949414 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2949823.500000 Penalty: 5060.706055
	Iteration 13Q: 3 clusters Score -2949824 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2950179.250000 Penalty: 5060.706055
	Iteration 14Q: 3 clusters Score -2950179 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2950549.250000 Penalty: 5060.706055
	Iteration 15Q: 3 clusters Score -2950549 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2950858.000000 Penalty: 5060.706055
	Iteration 16Q: 3 clusters Score -2950858 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2951095.500000 Penalty: 5060.706055
	Iteration 17Q: 3 clusters Score -2951096 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2951286.000000 Penalty: 5060.706055
	Iteration 18Q: 3 clusters Score -2951286 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2951463.250000 Penalty: 5060.706055
	Iteration 19Q: 3 clusters Score -2951463 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2951605.250000 Penalty: 5060.706055
	Iteration 20F: 3 clusters Score -2951605 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2951722.500000 Penalty: 5060.706055
	Iteration 21Q: 3 clusters Score -2951722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2951798.750000 Penalty: 5060.706055
	Iteration 22Q: 3 clusters Score -2951799 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2951855.500000 Penalty: 5060.706055
	Iteration 23Q: 3 clusters Score -2951856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2951917.000000 Penalty: 5060.706055
	Iteration 24Q: 3 clusters Score -2951917 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2951965.000000 Penalty: 5060.706055
	Iteration 25Q: 3 clusters Score -2951965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2951995.250000 Penalty: 5060.706055
	Iteration 26Q: 3 clusters Score -2951995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2952027.000000 Penalty: 5060.706055
	Iteration 27Q: 3 clusters Score -2952027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2952044.250000 Penalty: 5060.706055
	Iteration 28Q: 3 clusters Score -2952044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2952066.500000 Penalty: 5060.706055
	Iteration 29Q: 3 clusters Score -2952066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2952081.750000 Penalty: 5060.706055
	Iteration 30Q: 3 clusters Score -2952082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2952095.750000 Penalty: 5060.706055
	Iteration 31Q: 3 clusters Score -2952096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2952093.250000 Penalty: 5060.706055
	Iteration 32Q: 3 clusters Score -2952093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2952104.250000 Penalty: 5060.706055
	Iteration 33Q: 3 clusters Score -2952104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2952104.000000 Penalty: 5060.706055
	Iteration 34Q: 3 clusters Score -2952104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2952117.000000 Penalty: 5060.706055
	Iteration 35Q: 3 clusters Score -2952117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2952115.000000 Penalty: 5060.706055
	Iteration 36Q: 3 clusters Score -2952115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2952118.500000 Penalty: 5060.706055
	Iteration 37Q: 3 clusters Score -2952118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2952124.000000 Penalty: 5060.706055
	Iteration 38Q: 3 clusters Score -2952124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2952123.500000 Penalty: 5060.706055
	Iteration 39Q: 3 clusters Score -2952124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2952141.750000 Penalty: 5060.706055
	Iteration 40F: 3 clusters Score -2952142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2952162.500000 Penalty: 5060.706055
	Iteration 41Q: 3 clusters Score -2952162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2952174.750000 Penalty: 5060.706055
	Iteration 42Q: 3 clusters Score -2952175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2952189.250000 Penalty: 5060.706055
	Iteration 43Q: 3 clusters Score -2952189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2952205.250000 Penalty: 5060.706055
	Iteration 44Q: 3 clusters Score -2952205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2952209.500000 Penalty: 5060.706055
	Iteration 45Q: 3 clusters Score -2952210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2952213.000000 Penalty: 5060.706055
	Iteration 46Q: 3 clusters Score -2952213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2952211.750000 Penalty: 5060.706055
	Iteration 47Q: 3 clusters Score -2952212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2952214.500000 Penalty: 5060.706055
	Iteration 48Q: 3 clusters Score -2952214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2952220.250000 Penalty: 5060.706055
	Iteration 49Q: 3 clusters Score -2952220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2952223.000000 Penalty: 5060.706055
	Iteration 50Q: 3 clusters Score -2952223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2952216.500000 Penalty: 5060.706055
	Iteration 51Q: 3 clusters Score -2952216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2952219.250000 Penalty: 5060.706055
	Iteration 52Q: 3 clusters Score -2952219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2952220.750000 Penalty: 5060.706055
	Iteration 53Q: 3 clusters Score -2952221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2952221.500000 Penalty: 5060.706055
	Iteration 54Q: 3 clusters Score -2952222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2952218.500000 Penalty: 5060.706055
	Iteration 55Q: 3 clusters Score -2952218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2952221.000000 Penalty: 5060.706055
	Iteration 56Q: 3 clusters Score -2952221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2952229.250000 Penalty: 5060.706055
	Iteration 57Q: 3 clusters Score -2952229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2952240.250000 Penalty: 5060.706055
	Iteration 58Q: 3 clusters Score -2952240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2952240.500000 Penalty: 5060.706055
	Iteration 59Q: 3 clusters Score -2952240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2952244.500000 Penalty: 5060.706055
	Iteration 60F: 3 clusters Score -2952244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2952241.750000 Penalty: 5060.706055
	Iteration 61Q: 3 clusters Score -2952242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2952244.000000 Penalty: 5060.706055
	Iteration 62Q: 3 clusters Score -2952244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2952245.000000 Penalty: 5060.706055
	Iteration 63Q: 3 clusters Score -2952245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2952246.000000 Penalty: 5060.706055
	Iteration 64Q: 3 clusters Score -2952246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2952246.000000 Penalty: 5060.706055
	Iteration 65F: 3 clusters Score -2952246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 114046 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 215085 members 
Mstep: Class 7 contains 80776 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 226375 members 
Mstep: Class 12 contains 152150 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 104698 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 25282 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 46415 members 
Mstep: Class 25 contains 238311 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 178670 members 
Mstep: Class 28 contains 824 members 
Mstep: Class 29 contains 1703 members 
Entering Unmasked Estep 
Score: -205457120.000000 Penalty: 103528.726562
Splitting cluster 22 changes total score from -205445984.000000 to -205457120.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -846025.437500 Penalty: 2203.142822
	Iteration 0F: 2 clusters Score -846025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -840086.500000 Penalty: 4406.285645
	Iteration 0F: 3 clusters Score -840086.5 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -841727.250000 Penalty: 4406.285645
	Iteration 1F: 3 clusters Score -841727.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -842266.750000 Penalty: 4406.285645
	Iteration 2F: 3 clusters Score -842266.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -842907.312500 Penalty: 4406.285645
	Iteration 3F: 3 clusters Score -842907.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -843534.437500 Penalty: 4406.285645
	Iteration 4F: 3 clusters Score -843534.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -843928.750000 Penalty: 4406.285645
	Iteration 5F: 3 clusters Score -843928.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -844202.000000 Penalty: 4406.285645
	Iteration 6F: 3 clusters Score -844202 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -844393.625000 Penalty: 4406.285645
	Iteration 7Q: 3 clusters Score -844393.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -844534.687500 Penalty: 4406.285645
	Iteration 8Q: 3 clusters Score -844534.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -844654.437500 Penalty: 4406.285645
	Iteration 9Q: 3 clusters Score -844654.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -844769.750000 Penalty: 4406.285645
	Iteration 10Q: 3 clusters Score -844769.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -844860.812500 Penalty: 4406.285645
	Iteration 11Q: 3 clusters Score -844860.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -844950.812500 Penalty: 4406.285645
	Iteration 12Q: 3 clusters Score -844950.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -845021.937500 Penalty: 4406.285645
	Iteration 13Q: 3 clusters Score -845021.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -845067.750000 Penalty: 4406.285645
	Iteration 14Q: 3 clusters Score -845067.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -845093.562500 Penalty: 4406.285645
	Iteration 15Q: 3 clusters Score -845093.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -845108.187500 Penalty: 4406.285645
	Iteration 16Q: 3 clusters Score -845108.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -845121.562500 Penalty: 4406.285645
	Iteration 17Q: 3 clusters Score -845121.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -845131.875000 Penalty: 4406.285645
	Iteration 18Q: 3 clusters Score -845131.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -845147.250000 Penalty: 4406.285645
	Iteration 19Q: 3 clusters Score -845147.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -845157.750000 Penalty: 4406.285645
	Iteration 20F: 3 clusters Score -845157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -845159.125000 Penalty: 4406.285645
	Iteration 21Q: 3 clusters Score -845159.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -845164.375000 Penalty: 4406.285645
	Iteration 22Q: 3 clusters Score -845164.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -845171.062500 Penalty: 4406.285645
	Iteration 23Q: 3 clusters Score -845171.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -845177.875000 Penalty: 4406.285645
	Iteration 24Q: 3 clusters Score -845177.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -845184.625000 Penalty: 4406.285645
	Iteration 25Q: 3 clusters Score -845184.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -845185.937500 Penalty: 4406.285645
	Iteration 26Q: 3 clusters Score -845185.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -845192.062500 Penalty: 4406.285645
	Iteration 27Q: 3 clusters Score -845192.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -845195.312500 Penalty: 4406.285645
	Iteration 28Q: 3 clusters Score -845195.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -845199.875000 Penalty: 4406.285645
	Iteration 29Q: 3 clusters Score -845199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -845202.125000 Penalty: 4406.285645
	Iteration 30Q: 3 clusters Score -845202.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -845203.562500 Penalty: 4406.285645
	Iteration 31Q: 3 clusters Score -845203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -845204.125000 Penalty: 4406.285645
	Iteration 32Q: 3 clusters Score -845204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -845206.062500 Penalty: 4406.285645
	Iteration 33Q: 3 clusters Score -845206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -845205.187500 Penalty: 4406.285645
	Iteration 34Q: 3 clusters Score -845205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -845207.375000 Penalty: 4406.285645
	Iteration 35Q: 3 clusters Score -845207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -845207.437500 Penalty: 4406.285645
	Iteration 36Q: 3 clusters Score -845207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -845207.312500 Penalty: 4406.285645
	Iteration 37Q: 3 clusters Score -845207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -845207.687500 Penalty: 4406.285645
	Iteration 38Q: 3 clusters Score -845207.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -845207.937500 Penalty: 4406.285645
	Iteration 39Q: 3 clusters Score -845207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -845207.187500 Penalty: 4406.285645
	Iteration 40F: 3 clusters Score -845207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Entering Unmasked Estep 
Score: -5502001.500000 Penalty: 2664.853516
	Iteration 0F: 2 clusters Score -5502002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5470788.500000 Penalty: 5329.707031
	Iteration 0F: 3 clusters Score -5470788 nChanged 21334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -5482671.000000 Penalty: 5329.707031
	Iteration 1F: 3 clusters Score -5482671 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5483294.500000 Penalty: 5329.707031
	Iteration 2Q: 3 clusters Score -5483294 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -5484098.000000 Penalty: 5329.707031
	Iteration 3Q: 3 clusters Score -5484098 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -5485202.000000 Penalty: 5329.707031
	Iteration 4Q: 3 clusters Score -5485202 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -5486643.500000 Penalty: 5329.707031
	Iteration 5F: 3 clusters Score -5486644 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5488882.500000 Penalty: 5329.707031
	Iteration 6F: 3 clusters Score -5488882 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5491879.500000 Penalty: 5329.707031
	Iteration 7F: 3 clusters Score -5491880 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -5495045.000000 Penalty: 5329.707031
	Iteration 8F: 3 clusters Score -5495045 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -5497298.000000 Penalty: 5329.707031
	Iteration 9F: 3 clusters Score -5497298 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -5498334.000000 Penalty: 5329.707031
	Iteration 10Q: 3 clusters Score -5498334 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -5498743.000000 Penalty: 5329.707031
	Iteration 11Q: 3 clusters Score -5498743 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -5498979.500000 Penalty: 5329.707031
	Iteration 12Q: 3 clusters Score -5498980 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5499075.000000 Penalty: 5329.707031
	Iteration 13Q: 3 clusters Score -5499075 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5499142.000000 Penalty: 5329.707031
	Iteration 14Q: 3 clusters Score -5499142 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5499205.500000 Penalty: 5329.707031
	Iteration 15Q: 3 clusters Score -5499206 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5499235.500000 Penalty: 5329.707031
	Iteration 16Q: 3 clusters Score -5499236 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5499248.500000 Penalty: 5329.707031
	Iteration 17Q: 3 clusters Score -5499248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5499265.000000 Penalty: 5329.707031
	Iteration 18Q: 3 clusters Score -5499265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -5499272.000000 Penalty: 5329.707031
	Iteration 19Q: 3 clusters Score -5499272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5499273.500000 Penalty: 5329.707031
	Iteration 20F: 3 clusters Score -5499274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -5499275.000000 Penalty: 5329.707031
	Iteration 21Q: 3 clusters Score -5499275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5499261.500000 Penalty: 5329.707031
	Iteration 22Q: 3 clusters Score -5499262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5499283.500000 Penalty: 5329.707031
	Iteration 23Q: 3 clusters Score -5499284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5499276.000000 Penalty: 5329.707031
	Iteration 24Q: 3 clusters Score -5499276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -5499272.500000 Penalty: 5329.707031
	Iteration 25Q: 3 clusters Score -5499272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5499272.000000 Penalty: 5329.707031
	Iteration 26Q: 3 clusters Score -5499272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5499275.000000 Penalty: 5329.707031
	Iteration 27Q: 3 clusters Score -5499275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5499280.500000 Penalty: 5329.707031
	Iteration 28Q: 3 clusters Score -5499280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5499285.500000 Penalty: 5329.707031
	Iteration 29Q: 3 clusters Score -5499286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5499295.000000 Penalty: 5329.707031
	Iteration 30Q: 3 clusters Score -5499295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5499294.500000 Penalty: 5329.707031
	Iteration 31Q: 3 clusters Score -5499294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5499293.500000 Penalty: 5329.707031
	Iteration 32Q: 3 clusters Score -5499294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -5499293.000000 Penalty: 5329.707031
	Iteration 33Q: 3 clusters Score -5499293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -5499297.500000 Penalty: 5329.707031
	Iteration 34Q: 3 clusters Score -5499298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5499298.000000 Penalty: 5329.707031
	Iteration 35Q: 3 clusters Score -5499298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5499295.000000 Penalty: 5329.707031
	Iteration 36Q: 3 clusters Score -5499295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5499298.500000 Penalty: 5329.707031
	Iteration 37Q: 3 clusters Score -5499298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5499298.500000 Penalty: 5329.707031
	Iteration 38F: 3 clusters Score -5499298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (238311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238311 members 
Entering Unmasked Estep 
Score: -27951242.000000 Penalty: 3070.570312
	Iteration 0F: 2 clusters Score -2.795124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119120 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -27791076.000000 Penalty: 6141.140625
	Iteration 0F: 3 clusters Score -2.779108e+07 nChanged 115105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 118910 members 
Entering Unmasked Estep 
Score: -27858914.000000 Penalty: 6141.140625
	Iteration 1F: 3 clusters Score -2.785891e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 118799 members 
Entering Unmasked Estep 
Score: -27860090.000000 Penalty: 6141.140625
	Iteration 2Q: 3 clusters Score -2.786009e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119842 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -27861500.000000 Penalty: 6141.140625
	Iteration 3Q: 3 clusters Score -2.78615e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -27863532.000000 Penalty: 6141.140625
	Iteration 4Q: 3 clusters Score -2.786353e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 117003 members 
Entering Unmasked Estep 
Score: -27866004.000000 Penalty: 6141.140625
	Iteration 5Q: 3 clusters Score -2.7866e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -27869216.000000 Penalty: 6141.140625
	Iteration 6Q: 3 clusters Score -2.786922e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124964 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -27872770.000000 Penalty: 6141.140625
	Iteration 7Q: 3 clusters Score -2.787277e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127837 members 
Mstep: Class 2 contains 110474 members 
Entering Unmasked Estep 
Score: -27877072.000000 Penalty: 6141.140625
	Iteration 8Q: 3 clusters Score -2.787707e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 107003 members 
Entering Unmasked Estep 
Score: -27882326.000000 Penalty: 6141.140625
	Iteration 9Q: 3 clusters Score -2.788233e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135356 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -27888314.000000 Penalty: 6141.140625
	Iteration 10Q: 3 clusters Score -2.788831e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139683 members 
Mstep: Class 2 contains 98628 members 
Entering Unmasked Estep 
Score: -27894752.000000 Penalty: 6141.140625
	Iteration 11Q: 3 clusters Score -2.789475e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -27901414.000000 Penalty: 6141.140625
	Iteration 12Q: 3 clusters Score -2.790141e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147819 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -27906214.000000 Penalty: 6141.140625
	Iteration 13Q: 3 clusters Score -2.790621e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -27908750.000000 Penalty: 6141.140625
	Iteration 14Q: 3 clusters Score -2.790875e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -27910020.000000 Penalty: 6141.140625
	Iteration 15Q: 3 clusters Score -2.791002e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159412 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -27911144.000000 Penalty: 6141.140625
	Iteration 16Q: 3 clusters Score -2.791114e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163529 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -27912234.000000 Penalty: 6141.140625
	Iteration 17Q: 3 clusters Score -2.791223e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167882 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -27913578.000000 Penalty: 6141.140625
	Iteration 18Q: 3 clusters Score -2.791358e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -27915122.000000 Penalty: 6141.140625
	Iteration 19Q: 3 clusters Score -2.791512e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177589 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -27916584.000000 Penalty: 6141.140625
	Iteration 20F: 3 clusters Score -2.791658e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182718 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -27918294.000000 Penalty: 6141.140625
	Iteration 21Q: 3 clusters Score -2.791829e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -27920310.000000 Penalty: 6141.140625
	Iteration 22Q: 3 clusters Score -2.792031e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193452 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -27922566.000000 Penalty: 6141.140625
	Iteration 23Q: 3 clusters Score -2.792257e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198924 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -27925160.000000 Penalty: 6141.140625
	Iteration 24Q: 3 clusters Score -2.792516e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204401 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -27927704.000000 Penalty: 6141.140625
	Iteration 25Q: 3 clusters Score -2.79277e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209809 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -27930668.000000 Penalty: 6141.140625
	Iteration 26Q: 3 clusters Score -2.793067e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215045 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -27933748.000000 Penalty: 6141.140625
	Iteration 27Q: 3 clusters Score -2.793375e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219933 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -27936718.000000 Penalty: 6141.140625
	Iteration 28Q: 3 clusters Score -2.793672e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224346 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -27939802.000000 Penalty: 6141.140625
	Iteration 29Q: 3 clusters Score -2.79398e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227978 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -27942404.000000 Penalty: 6141.140625
	Iteration 30Q: 3 clusters Score -2.79424e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230938 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -27944466.000000 Penalty: 6141.140625
	Iteration 31Q: 3 clusters Score -2.794447e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233181 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -27946080.000000 Penalty: 6141.140625
	Iteration 32Q: 3 clusters Score -2.794608e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234730 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -27947050.000000 Penalty: 6141.140625
	Iteration 33Q: 3 clusters Score -2.794705e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235755 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -27947666.000000 Penalty: 6141.140625
	Iteration 34Q: 3 clusters Score -2.794767e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236370 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -27948052.000000 Penalty: 6141.140625
	Iteration 35Q: 3 clusters Score -2.794805e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236771 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -27948288.000000 Penalty: 6141.140625
	Iteration 36Q: 3 clusters Score -2.794829e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237029 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -27948498.000000 Penalty: 6141.140625
	Iteration 37Q: 3 clusters Score -2.79485e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237180 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -27948562.000000 Penalty: 6141.140625
	Iteration 38Q: 3 clusters Score -2.794856e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237262 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27948632.000000 Penalty: 6141.140625
	Iteration 39Q: 3 clusters Score -2.794863e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237323 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -27948656.000000 Penalty: 6141.140625
	Iteration 40F: 3 clusters Score -2.794866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237372 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -27948670.000000 Penalty: 6141.140625
	Iteration 41Q: 3 clusters Score -2.794867e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237410 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -27948720.000000 Penalty: 6141.140625
	Iteration 42Q: 3 clusters Score -2.794872e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237450 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -27948738.000000 Penalty: 6141.140625
	Iteration 43Q: 3 clusters Score -2.794874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237473 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -27948762.000000 Penalty: 6141.140625
	Iteration 44Q: 3 clusters Score -2.794876e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237489 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -27948770.000000 Penalty: 6141.140625
	Iteration 45Q: 3 clusters Score -2.794877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237502 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -27948768.000000 Penalty: 6141.140625
	Iteration 46Q: 3 clusters Score -2.794877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237508 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -27948762.000000 Penalty: 6141.140625
	Iteration 47Q: 3 clusters Score -2.794876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237518 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -27948808.000000 Penalty: 6141.140625
	Iteration 48Q: 3 clusters Score -2.794881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237526 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -27948818.000000 Penalty: 6141.140625
	Iteration 49Q: 3 clusters Score -2.794882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237537 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -27948828.000000 Penalty: 6141.140625
	Iteration 50Q: 3 clusters Score -2.794883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237549 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -27948850.000000 Penalty: 6141.140625
	Iteration 51Q: 3 clusters Score -2.794885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237556 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -27948842.000000 Penalty: 6141.140625
	Iteration 52Q: 3 clusters Score -2.794884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237556 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -27948838.000000 Penalty: 6141.140625
	Iteration 53Q: 3 clusters Score -2.794884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237557 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -27948854.000000 Penalty: 6141.140625
	Iteration 54Q: 3 clusters Score -2.794885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237562 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -27948868.000000 Penalty: 6141.140625
	Iteration 55Q: 3 clusters Score -2.794887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237569 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -27948882.000000 Penalty: 6141.140625
	Iteration 56Q: 3 clusters Score -2.794888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237576 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -27948874.000000 Penalty: 6141.140625
	Iteration 57Q: 3 clusters Score -2.794887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237578 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -27948888.000000 Penalty: 6141.140625
	Iteration 58Q: 3 clusters Score -2.794889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237584 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -27948878.000000 Penalty: 6141.140625
	Iteration 59Q: 3 clusters Score -2.794888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237589 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -27948878.000000 Penalty: 6141.140625
	Iteration 60F: 3 clusters Score -2.794888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237596 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -27948882.000000 Penalty: 6141.140625
	Iteration 61Q: 3 clusters Score -2.794888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237597 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -27948892.000000 Penalty: 6141.140625
	Iteration 62Q: 3 clusters Score -2.794889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -27948900.000000 Penalty: 6141.140625
	Iteration 63Q: 3 clusters Score -2.79489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237602 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -27948898.000000 Penalty: 6141.140625
	Iteration 64Q: 3 clusters Score -2.79489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237604 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -27948900.000000 Penalty: 6141.140625
	Iteration 65Q: 3 clusters Score -2.79489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237605 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -27948894.000000 Penalty: 6141.140625
	Iteration 66Q: 3 clusters Score -2.794889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237605 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -27948894.000000 Penalty: 6141.140625
	Iteration 67F: 3 clusters Score -2.794889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Entering Unmasked Estep 
Score: -431691.406250 Penalty: 2064.555664
	Iteration 0F: 2 clusters Score -431691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -428023.937500 Penalty: 4129.111328
	Iteration 0F: 3 clusters Score -428023.9 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -433605.000000 Penalty: 4129.111328
	Iteration 1F: 3 clusters Score -433605 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -436825.281250 Penalty: 4129.111328
	Iteration 2F: 3 clusters Score -436825.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -439001.968750 Penalty: 4129.111328
	Iteration 3F: 3 clusters Score -439002 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -441006.093750 Penalty: 4129.111328
	Iteration 4Q: 3 clusters Score -441006.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -441253.031250 Penalty: 4129.111328
	Iteration 5Q: 3 clusters Score -441253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -441297.875000 Penalty: 4129.111328
	Iteration 6Q: 3 clusters Score -441297.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -441322.343750 Penalty: 4129.111328
	Iteration 7Q: 3 clusters Score -441322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -441329.531250 Penalty: 4129.111328
	Iteration 8Q: 3 clusters Score -441329.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -441338.343750 Penalty: 4129.111328
	Iteration 9Q: 3 clusters Score -441338.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -441341.656250 Penalty: 4129.111328
	Iteration 10Q: 3 clusters Score -441341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -441343.312500 Penalty: 4129.111328
	Iteration 11Q: 3 clusters Score -441343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -441345.156250 Penalty: 4129.111328
	Iteration 12Q: 3 clusters Score -441345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -441347.281250 Penalty: 4129.111328
	Iteration 13Q: 3 clusters Score -441347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -441349.750000 Penalty: 4129.111328
	Iteration 14Q: 3 clusters Score -441349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -441351.656250 Penalty: 4129.111328
	Iteration 15Q: 3 clusters Score -441351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -441355.937500 Penalty: 4129.111328
	Iteration 16Q: 3 clusters Score -441355.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -441357.968750 Penalty: 4129.111328
	Iteration 17Q: 3 clusters Score -441358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -441362.156250 Penalty: 4129.111328
	Iteration 18Q: 3 clusters Score -441362.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -441373.375000 Penalty: 4129.111328
	Iteration 19Q: 3 clusters Score -441373.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -441407.937500 Penalty: 4129.111328
	Iteration 20F: 3 clusters Score -441407.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -441452.843750 Penalty: 4129.111328
	Iteration 21Q: 3 clusters Score -441452.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -441512.781250 Penalty: 4129.111328
	Iteration 22Q: 3 clusters Score -441512.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -441539.750000 Penalty: 4129.111328
	Iteration 23Q: 3 clusters Score -441539.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -441568.843750 Penalty: 4129.111328
	Iteration 24Q: 3 clusters Score -441568.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -441589.937500 Penalty: 4129.111328
	Iteration 25Q: 3 clusters Score -441589.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -441603.875000 Penalty: 4129.111328
	Iteration 26Q: 3 clusters Score -441603.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -441630.937500 Penalty: 4129.111328
	Iteration 27Q: 3 clusters Score -441630.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -441670.750000 Penalty: 4129.111328
	Iteration 28Q: 3 clusters Score -441670.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -441708.781250 Penalty: 4129.111328
	Iteration 29Q: 3 clusters Score -441708.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -441756.687500 Penalty: 4129.111328
	Iteration 30Q: 3 clusters Score -441756.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -441806.781250 Penalty: 4129.111328
	Iteration 31Q: 3 clusters Score -441806.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -441876.468750 Penalty: 4129.111328
	Iteration 32Q: 3 clusters Score -441876.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -441934.093750 Penalty: 4129.111328
	Iteration 33Q: 3 clusters Score -441934.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -442004.062500 Penalty: 4129.111328
	Iteration 34Q: 3 clusters Score -442004.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -442073.062500 Penalty: 4129.111328
	Iteration 35Q: 3 clusters Score -442073.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -442142.062500 Penalty: 4129.111328
	Iteration 36Q: 3 clusters Score -442142.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -442207.468750 Penalty: 4129.111328
	Iteration 37Q: 3 clusters Score -442207.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -442255.093750 Penalty: 4129.111328
	Iteration 38Q: 3 clusters Score -442255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -442311.062500 Penalty: 4129.111328
	Iteration 39Q: 3 clusters Score -442311.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -442558.843750 Penalty: 4129.111328
	Iteration 40F: 3 clusters Score -442558.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -443515.656250 Penalty: 4129.111328
	Iteration 41Q: 3 clusters Score -443515.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -444488.781250 Penalty: 4129.111328
	Iteration 42Q: 3 clusters Score -444488.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -444568.250000 Penalty: 4129.111328
	Iteration 43Q: 3 clusters Score -444568.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -444604.562500 Penalty: 4129.111328
	Iteration 44Q: 3 clusters Score -444604.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -444674.187500 Penalty: 4129.111328
	Iteration 45Q: 3 clusters Score -444674.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -444907.968750 Penalty: 4129.111328
	Iteration 46Q: 3 clusters Score -444908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -445208.468750 Penalty: 4129.111328
	Iteration 47Q: 3 clusters Score -445208.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -445264.968750 Penalty: 4129.111328
	Iteration 48Q: 3 clusters Score -445265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -445269.218750 Penalty: 4129.111328
	Iteration 49Q: 3 clusters Score -445269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -445269.218750 Penalty: 4129.111328
	Iteration 50Q: 3 clusters Score -445269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -445269.218750 Penalty: 4129.111328
	Iteration 51F: 3 clusters Score -445269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 114046 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 215085 members 
Mstep: Class 7 contains 80776 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 226375 members 
Mstep: Class 12 contains 152150 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 104698 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 25282 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 46415 members 
Mstep: Class 25 contains 238311 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 178670 members 
Mstep: Class 28 contains 824 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 2083 members 
Entering Unmasked Estep 
Score: -205469216.000000 Penalty: 107098.679688
Splitting cluster 26 changes total score from -205445984.000000 to -205469216.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 114046 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 215085 members 
Mstep: Class 7 contains 80776 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 14795 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 226375 members 
Mstep: Class 12 contains 152150 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 48217 members 
Mstep: Class 16 contains 104698 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 25282 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 46415 members 
Mstep: Class 25 contains 238311 members 
Mstep: Class 26 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205473264.000000 Penalty: 107098.679688
Iteration 79Q: 31 clusters Score -2.054733e+08 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 113578 members 
Mstep: Class 3 contains 42223 members 
Mstep: Class 4 contains 16209 members 
Mstep: Class 5 contains 37274 members 
Mstep: Class 6 contains 214269 members 
Mstep: Class 7 contains 80839 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 31557 members 
Mstep: Class 11 contains 226444 members 
Mstep: Class 12 contains 152644 members 
Mstep: Class 13 contains 68748 members 
Mstep: Class 14 contains 25171 members 
Mstep: Class 15 contains 48327 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 25468 members 
Mstep: Class 20 contains 33570 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 25563 members 
Mstep: Class 23 contains 7216 members 
Mstep: Class 24 contains 46390 members 
Mstep: Class 25 contains 238627 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 176102 members 
Mstep: Class 28 contains 577 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205481872.000000 Penalty: 107098.679688
Iteration 80F: 31 clusters Score -2.054819e+08 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 113071 members 
Mstep: Class 3 contains 42176 members 
Mstep: Class 4 contains 16219 members 
Mstep: Class 5 contains 36724 members 
Mstep: Class 6 contains 213599 members 
Mstep: Class 7 contains 80784 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 15151 members 
Mstep: Class 10 contains 31327 members 
Mstep: Class 11 contains 225630 members 
Mstep: Class 12 contains 153105 members 
Mstep: Class 13 contains 68670 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 48326 members 
Mstep: Class 16 contains 104808 members 
Mstep: Class 17 contains 16330 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 25457 members 
Mstep: Class 20 contains 33476 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 25773 members 
Mstep: Class 23 contains 7193 members 
Mstep: Class 24 contains 46333 members 
Mstep: Class 25 contains 238325 members 
Mstep: Class 26 contains 1972 members 
Mstep: Class 27 contains 176247 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205485024.000000 Penalty: 107098.679688
Iteration 81Q: 31 clusters Score -2.05485e+08 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 112545 members 
Mstep: Class 3 contains 42154 members 
Mstep: Class 4 contains 16276 members 
Mstep: Class 5 contains 36373 members 
Mstep: Class 6 contains 213072 members 
Mstep: Class 7 contains 80827 members 
Mstep: Class 8 contains 7116 members 
Mstep: Class 9 contains 15326 members 
Mstep: Class 10 contains 31227 members 
Mstep: Class 11 contains 224571 members 
Mstep: Class 12 contains 153503 members 
Mstep: Class 13 contains 68669 members 
Mstep: Class 14 contains 25080 members 
Mstep: Class 15 contains 48355 members 
Mstep: Class 16 contains 104853 members 
Mstep: Class 17 contains 17712 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 25446 members 
Mstep: Class 20 contains 33414 members 
Mstep: Class 21 contains 796 members 
Mstep: Class 22 contains 25968 members 
Mstep: Class 23 contains 7196 members 
Mstep: Class 24 contains 46256 members 
Mstep: Class 25 contains 238115 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 176305 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 2804 members 
Mstep: Class 30 contains 3464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205485776.000000 Penalty: 107098.679688
Iteration 82Q: 31 clusters Score -2.054858e+08 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 112028 members 
Mstep: Class 3 contains 42128 members 
Mstep: Class 4 contains 16331 members 
Mstep: Class 5 contains 36088 members 
Mstep: Class 6 contains 212626 members 
Mstep: Class 7 contains 80865 members 
Mstep: Class 8 contains 7116 members 
Mstep: Class 9 contains 15476 members 
Mstep: Class 10 contains 31168 members 
Mstep: Class 11 contains 223364 members 
Mstep: Class 12 contains 153920 members 
Mstep: Class 13 contains 68689 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 104931 members 
Mstep: Class 17 contains 19164 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 25448 members 
Mstep: Class 20 contains 33361 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 26100 members 
Mstep: Class 23 contains 7206 members 
Mstep: Class 24 contains 46169 members 
Mstep: Class 25 contains 238032 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 176320 members 
Mstep: Class 28 contains 407 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205488288.000000 Penalty: 107098.679688
Iteration 83Q: 31 clusters Score -2.054883e+08 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 111492 members 
Mstep: Class 3 contains 42101 members 
Mstep: Class 4 contains 16401 members 
Mstep: Class 5 contains 35842 members 
Mstep: Class 6 contains 212257 members 
Mstep: Class 7 contains 80917 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 15657 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 222025 members 
Mstep: Class 12 contains 154272 members 
Mstep: Class 13 contains 68709 members 
Mstep: Class 14 contains 25110 members 
Mstep: Class 15 contains 48399 members 
Mstep: Class 16 contains 105008 members 
Mstep: Class 17 contains 20703 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 25423 members 
Mstep: Class 20 contains 33337 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 22 contains 26188 members 
Mstep: Class 23 contains 7205 members 
Mstep: Class 24 contains 46114 members 
Mstep: Class 25 contains 238048 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 176302 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 3458 members 
Mstep: Class 30 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205489984.000000 Penalty: 107098.679688
Iteration 84Q: 31 clusters Score -2.0549e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 110983 members 
Mstep: Class 3 contains 42063 members 
Mstep: Class 4 contains 16455 members 
Mstep: Class 5 contains 35597 members 
Mstep: Class 6 contains 211970 members 
Mstep: Class 7 contains 80976 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 31112 members 
Mstep: Class 11 contains 220637 members 
Mstep: Class 12 contains 154625 members 
Mstep: Class 13 contains 68741 members 
Mstep: Class 14 contains 25149 members 
Mstep: Class 15 contains 48433 members 
Mstep: Class 16 contains 105084 members 
Mstep: Class 17 contains 22204 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 25388 members 
Mstep: Class 20 contains 33340 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 26238 members 
Mstep: Class 23 contains 7205 members 
Mstep: Class 24 contains 46046 members 
Mstep: Class 25 contains 238149 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 176250 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205492048.000000 Penalty: 107098.679688
Iteration 85Q: 31 clusters Score -2.05492e+08 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 110500 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 35377 members 
Mstep: Class 6 contains 211743 members 
Mstep: Class 7 contains 81014 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 15919 members 
Mstep: Class 10 contains 31132 members 
Mstep: Class 11 contains 219423 members 
Mstep: Class 12 contains 154988 members 
Mstep: Class 13 contains 68775 members 
Mstep: Class 14 contains 25208 members 
Mstep: Class 15 contains 48459 members 
Mstep: Class 16 contains 105152 members 
Mstep: Class 17 contains 23608 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 25354 members 
Mstep: Class 20 contains 33337 members 
Mstep: Class 21 contains 1049 members 
Mstep: Class 22 contains 26249 members 
Mstep: Class 23 contains 7209 members 
Mstep: Class 24 contains 45974 members 
Mstep: Class 25 contains 238173 members 
Mstep: Class 26 contains 1677 members 
Mstep: Class 27 contains 176175 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 3697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205492960.000000 Penalty: 107098.679688
Iteration 86Q: 31 clusters Score -2.05493e+08 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 110012 members 
Mstep: Class 3 contains 42050 members 
Mstep: Class 4 contains 16530 members 
Mstep: Class 5 contains 35212 members 
Mstep: Class 6 contains 211523 members 
Mstep: Class 7 contains 81046 members 
Mstep: Class 8 contains 7119 members 
Mstep: Class 9 contains 16068 members 
Mstep: Class 10 contains 31163 members 
Mstep: Class 11 contains 218332 members 
Mstep: Class 12 contains 155334 members 
Mstep: Class 13 contains 68802 members 
Mstep: Class 14 contains 25277 members 
Mstep: Class 15 contains 48470 members 
Mstep: Class 16 contains 105213 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 25311 members 
Mstep: Class 20 contains 33324 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 26263 members 
Mstep: Class 23 contains 7207 members 
Mstep: Class 24 contains 45902 members 
Mstep: Class 25 contains 238263 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 176082 members 
Mstep: Class 28 contains 391 members 
Mstep: Class 29 contains 4031 members 
Mstep: Class 30 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205494672.000000 Penalty: 107098.679688
Iteration 87Q: 31 clusters Score -2.054947e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 109594 members 
Mstep: Class 3 contains 42035 members 
Mstep: Class 4 contains 16594 members 
Mstep: Class 5 contains 35059 members 
Mstep: Class 6 contains 211313 members 
Mstep: Class 7 contains 81089 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 16237 members 
Mstep: Class 10 contains 31198 members 
Mstep: Class 11 contains 217388 members 
Mstep: Class 12 contains 155656 members 
Mstep: Class 13 contains 68810 members 
Mstep: Class 14 contains 25323 members 
Mstep: Class 15 contains 48464 members 
Mstep: Class 16 contains 105252 members 
Mstep: Class 17 contains 25952 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 33323 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 26257 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 45819 members 
Mstep: Class 25 contains 238373 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 175986 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 4154 members 
Mstep: Class 30 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205496048.000000 Penalty: 107098.679688
Iteration 88Q: 31 clusters Score -2.05496e+08 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 109248 members 
Mstep: Class 3 contains 42015 members 
Mstep: Class 4 contains 16636 members 
Mstep: Class 5 contains 34931 members 
Mstep: Class 6 contains 211146 members 
Mstep: Class 7 contains 81149 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 16355 members 
Mstep: Class 10 contains 31246 members 
Mstep: Class 11 contains 216539 members 
Mstep: Class 12 contains 155976 members 
Mstep: Class 13 contains 68836 members 
Mstep: Class 14 contains 25338 members 
Mstep: Class 15 contains 48460 members 
Mstep: Class 16 contains 105284 members 
Mstep: Class 17 contains 26878 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 25213 members 
Mstep: Class 20 contains 33352 members 
Mstep: Class 21 contains 1145 members 
Mstep: Class 22 contains 26248 members 
Mstep: Class 23 contains 7220 members 
Mstep: Class 24 contains 45730 members 
Mstep: Class 25 contains 238464 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 175893 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 4261 members 
Mstep: Class 30 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205497472.000000 Penalty: 107098.679688
Iteration 89Q: 31 clusters Score -2.054975e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 108901 members 
Mstep: Class 3 contains 42002 members 
Mstep: Class 4 contains 16685 members 
Mstep: Class 5 contains 34786 members 
Mstep: Class 6 contains 210999 members 
Mstep: Class 7 contains 81189 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 16502 members 
Mstep: Class 10 contains 31290 members 
Mstep: Class 11 contains 215823 members 
Mstep: Class 12 contains 156252 members 
Mstep: Class 13 contains 68867 members 
Mstep: Class 14 contains 25361 members 
Mstep: Class 15 contains 48450 members 
Mstep: Class 16 contains 105324 members 
Mstep: Class 17 contains 27665 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 25168 members 
Mstep: Class 20 contains 33354 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 26240 members 
Mstep: Class 23 contains 7224 members 
Mstep: Class 24 contains 45660 members 
Mstep: Class 25 contains 238589 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 175790 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205498928.000000 Penalty: 107098.679688
Iteration 90Q: 31 clusters Score -2.054989e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 108583 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 16726 members 
Mstep: Class 5 contains 34675 members 
Mstep: Class 6 contains 210875 members 
Mstep: Class 7 contains 81204 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 16627 members 
Mstep: Class 10 contains 31334 members 
Mstep: Class 11 contains 215280 members 
Mstep: Class 12 contains 156515 members 
Mstep: Class 13 contains 68897 members 
Mstep: Class 14 contains 25362 members 
Mstep: Class 15 contains 48450 members 
Mstep: Class 16 contains 105351 members 
Mstep: Class 17 contains 28323 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 25133 members 
Mstep: Class 20 contains 33336 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 26246 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 45601 members 
Mstep: Class 25 contains 238706 members 
Mstep: Class 26 contains 1546 members 
Mstep: Class 27 contains 175661 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 4423 members 
Mstep: Class 30 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205500128.000000 Penalty: 107098.679688
Iteration 91Q: 31 clusters Score -2.055001e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 108321 members 
Mstep: Class 3 contains 41980 members 
Mstep: Class 4 contains 16749 members 
Mstep: Class 5 contains 34551 members 
Mstep: Class 6 contains 210750 members 
Mstep: Class 7 contains 81204 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 16740 members 
Mstep: Class 10 contains 31399 members 
Mstep: Class 11 contains 214857 members 
Mstep: Class 12 contains 156769 members 
Mstep: Class 13 contains 68916 members 
Mstep: Class 14 contains 25372 members 
Mstep: Class 15 contains 48448 members 
Mstep: Class 16 contains 105368 members 
Mstep: Class 17 contains 28872 members 
Mstep: Class 18 contains 3393 members 
Mstep: Class 19 contains 25088 members 
Mstep: Class 20 contains 33359 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 26231 members 
Mstep: Class 23 contains 7233 members 
Mstep: Class 24 contains 45540 members 
Mstep: Class 25 contains 238776 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 175558 members 
Mstep: Class 28 contains 385 members 
Mstep: Class 29 contains 4488 members 
Mstep: Class 30 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205500624.000000 Penalty: 107098.679688
Iteration 92Q: 31 clusters Score -2.055006e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 108066 members 
Mstep: Class 3 contains 41978 members 
Mstep: Class 4 contains 16770 members 
Mstep: Class 5 contains 34432 members 
Mstep: Class 6 contains 210618 members 
Mstep: Class 7 contains 81213 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 16857 members 
Mstep: Class 10 contains 31458 members 
Mstep: Class 11 contains 214499 members 
Mstep: Class 12 contains 156984 members 
Mstep: Class 13 contains 68926 members 
Mstep: Class 14 contains 25404 members 
Mstep: Class 15 contains 48448 members 
Mstep: Class 16 contains 105384 members 
Mstep: Class 17 contains 29351 members 
Mstep: Class 18 contains 3399 members 
Mstep: Class 19 contains 25055 members 
Mstep: Class 20 contains 33377 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 26192 members 
Mstep: Class 23 contains 7235 members 
Mstep: Class 24 contains 45477 members 
Mstep: Class 25 contains 238888 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 175467 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 4535 members 
Mstep: Class 30 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205500960.000000 Penalty: 107098.679688
Iteration 93Q: 31 clusters Score -2.05501e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 107806 members 
Mstep: Class 3 contains 41978 members 
Mstep: Class 4 contains 16795 members 
Mstep: Class 5 contains 34332 members 
Mstep: Class 6 contains 210534 members 
Mstep: Class 7 contains 81227 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 16955 members 
Mstep: Class 10 contains 31503 members 
Mstep: Class 11 contains 214210 members 
Mstep: Class 12 contains 157151 members 
Mstep: Class 13 contains 68921 members 
Mstep: Class 14 contains 25442 members 
Mstep: Class 15 contains 48450 members 
Mstep: Class 16 contains 105413 members 
Mstep: Class 17 contains 29775 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 25022 members 
Mstep: Class 20 contains 33387 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 26146 members 
Mstep: Class 23 contains 7230 members 
Mstep: Class 24 contains 45421 members 
Mstep: Class 25 contains 239014 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 175351 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 3783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501136.000000 Penalty: 107098.679688
Iteration 94Q: 31 clusters Score -2.055011e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 107548 members 
Mstep: Class 3 contains 41974 members 
Mstep: Class 4 contains 16800 members 
Mstep: Class 5 contains 34252 members 
Mstep: Class 6 contains 210461 members 
Mstep: Class 7 contains 81241 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 17047 members 
Mstep: Class 10 contains 31537 members 
Mstep: Class 11 contains 213978 members 
Mstep: Class 12 contains 157361 members 
Mstep: Class 13 contains 68922 members 
Mstep: Class 14 contains 25469 members 
Mstep: Class 15 contains 48463 members 
Mstep: Class 16 contains 105445 members 
Mstep: Class 17 contains 30133 members 
Mstep: Class 18 contains 3404 members 
Mstep: Class 19 contains 24991 members 
Mstep: Class 20 contains 33370 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 26098 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 45350 members 
Mstep: Class 25 contains 239138 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 175246 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 4610 members 
Mstep: Class 30 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501488.000000 Penalty: 107098.679688
Iteration 95Q: 31 clusters Score -2.055015e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 107296 members 
Mstep: Class 3 contains 41969 members 
Mstep: Class 4 contains 16819 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 210429 members 
Mstep: Class 7 contains 81254 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 17136 members 
Mstep: Class 10 contains 31564 members 
Mstep: Class 11 contains 213800 members 
Mstep: Class 12 contains 157510 members 
Mstep: Class 13 contains 68924 members 
Mstep: Class 14 contains 25507 members 
Mstep: Class 15 contains 48472 members 
Mstep: Class 16 contains 105481 members 
Mstep: Class 17 contains 30466 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 24967 members 
Mstep: Class 20 contains 33375 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 26048 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 45289 members 
Mstep: Class 25 contains 239200 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 175142 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 4648 members 
Mstep: Class 30 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501792.000000 Penalty: 107098.679688
Iteration 96Q: 31 clusters Score -2.055018e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 107071 members 
Mstep: Class 3 contains 41963 members 
Mstep: Class 4 contains 16830 members 
Mstep: Class 5 contains 34096 members 
Mstep: Class 6 contains 210403 members 
Mstep: Class 7 contains 81269 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 17219 members 
Mstep: Class 10 contains 31593 members 
Mstep: Class 11 contains 213664 members 
Mstep: Class 12 contains 157645 members 
Mstep: Class 13 contains 68917 members 
Mstep: Class 14 contains 25526 members 
Mstep: Class 15 contains 48474 members 
Mstep: Class 16 contains 105496 members 
Mstep: Class 17 contains 30750 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 24939 members 
Mstep: Class 20 contains 33386 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 26013 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 45228 members 
Mstep: Class 25 contains 239286 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 175039 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 4692 members 
Mstep: Class 30 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501872.000000 Penalty: 107098.679688
Iteration 97Q: 31 clusters Score -2.055019e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 106845 members 
Mstep: Class 3 contains 41957 members 
Mstep: Class 4 contains 16851 members 
Mstep: Class 5 contains 34006 members 
Mstep: Class 6 contains 210387 members 
Mstep: Class 7 contains 81293 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 17305 members 
Mstep: Class 10 contains 31638 members 
Mstep: Class 11 contains 213563 members 
Mstep: Class 12 contains 157769 members 
Mstep: Class 13 contains 68908 members 
Mstep: Class 14 contains 25534 members 
Mstep: Class 15 contains 48473 members 
Mstep: Class 16 contains 105518 members 
Mstep: Class 17 contains 30975 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 24934 members 
Mstep: Class 20 contains 33389 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25977 members 
Mstep: Class 23 contains 7225 members 
Mstep: Class 24 contains 45170 members 
Mstep: Class 25 contains 239378 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 174937 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 4720 members 
Mstep: Class 30 contains 3794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205502000.000000 Penalty: 107098.679688
Iteration 98Q: 31 clusters Score -2.05502e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 106627 members 
Mstep: Class 3 contains 41951 members 
Mstep: Class 4 contains 16888 members 
Mstep: Class 5 contains 33909 members 
Mstep: Class 6 contains 210376 members 
Mstep: Class 7 contains 81316 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 17362 members 
Mstep: Class 10 contains 31686 members 
Mstep: Class 11 contains 213459 members 
Mstep: Class 12 contains 157902 members 
Mstep: Class 13 contains 68915 members 
Mstep: Class 14 contains 25550 members 
Mstep: Class 15 contains 48485 members 
Mstep: Class 16 contains 105559 members 
Mstep: Class 17 contains 31190 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 24937 members 
Mstep: Class 20 contains 33342 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25923 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 45129 members 
Mstep: Class 25 contains 239460 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 174837 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 4751 members 
Mstep: Class 30 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501904.000000 Penalty: 107098.679688
Iteration 99Q: 31 clusters Score -2.055019e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 106414 members 
Mstep: Class 3 contains 41938 members 
Mstep: Class 4 contains 16920 members 
Mstep: Class 5 contains 33822 members 
Mstep: Class 6 contains 210409 members 
Mstep: Class 7 contains 81338 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 31720 members 
Mstep: Class 11 contains 213380 members 
Mstep: Class 12 contains 158018 members 
Mstep: Class 13 contains 68926 members 
Mstep: Class 14 contains 25559 members 
Mstep: Class 15 contains 48489 members 
Mstep: Class 16 contains 105591 members 
Mstep: Class 17 contains 31379 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 24926 members 
Mstep: Class 20 contains 33322 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25867 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 45084 members 
Mstep: Class 25 contains 239531 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 174735 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 4773 members 
Mstep: Class 30 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205502816.000000 Penalty: 107098.679688
Iteration 100F: 31 clusters Score -2.055028e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 106186 members 
Mstep: Class 3 contains 41928 members 
Mstep: Class 4 contains 16962 members 
Mstep: Class 5 contains 33736 members 
Mstep: Class 6 contains 210406 members 
Mstep: Class 7 contains 81346 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 31726 members 
Mstep: Class 11 contains 212263 members 
Mstep: Class 12 contains 158158 members 
Mstep: Class 13 contains 68926 members 
Mstep: Class 14 contains 25580 members 
Mstep: Class 15 contains 48488 members 
Mstep: Class 16 contains 105650 members 
Mstep: Class 17 contains 32652 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 24921 members 
Mstep: Class 20 contains 33283 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25813 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 45008 members 
Mstep: Class 25 contains 239605 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 174655 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 3805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205503648.000000 Penalty: 107098.679688
Iteration 101Q: 31 clusters Score -2.055036e+08 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 105975 members 
Mstep: Class 3 contains 41930 members 
Mstep: Class 4 contains 17004 members 
Mstep: Class 5 contains 33663 members 
Mstep: Class 6 contains 210401 members 
Mstep: Class 7 contains 81356 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 17541 members 
Mstep: Class 10 contains 31731 members 
Mstep: Class 11 contains 211032 members 
Mstep: Class 12 contains 158290 members 
Mstep: Class 13 contains 68932 members 
Mstep: Class 14 contains 25590 members 
Mstep: Class 15 contains 48497 members 
Mstep: Class 16 contains 105677 members 
Mstep: Class 17 contains 33996 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 24890 members 
Mstep: Class 20 contains 33235 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25776 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 44957 members 
Mstep: Class 25 contains 239770 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 174496 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 4870 members 
Mstep: Class 30 contains 3812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205505440.000000 Penalty: 107098.679688
Iteration 102Q: 31 clusters Score -2.055054e+08 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 105766 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 17028 members 
Mstep: Class 5 contains 33575 members 
Mstep: Class 6 contains 210448 members 
Mstep: Class 7 contains 81362 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 17572 members 
Mstep: Class 10 contains 31758 members 
Mstep: Class 11 contains 209754 members 
Mstep: Class 12 contains 158400 members 
Mstep: Class 13 contains 68955 members 
Mstep: Class 14 contains 25587 members 
Mstep: Class 15 contains 48506 members 
Mstep: Class 16 contains 105728 members 
Mstep: Class 17 contains 35267 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 24834 members 
Mstep: Class 20 contains 33206 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25760 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 44919 members 
Mstep: Class 25 contains 240005 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 174373 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4896 members 
Mstep: Class 30 contains 3821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205506240.000000 Penalty: 107098.679688
Iteration 103Q: 31 clusters Score -2.055062e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 105549 members 
Mstep: Class 3 contains 41917 members 
Mstep: Class 4 contains 17050 members 
Mstep: Class 5 contains 33491 members 
Mstep: Class 6 contains 210512 members 
Mstep: Class 7 contains 81375 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 17599 members 
Mstep: Class 10 contains 31793 members 
Mstep: Class 11 contains 208530 members 
Mstep: Class 12 contains 158460 members 
Mstep: Class 13 contains 68998 members 
Mstep: Class 14 contains 25565 members 
Mstep: Class 15 contains 48513 members 
Mstep: Class 16 contains 105793 members 
Mstep: Class 17 contains 36527 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 24768 members 
Mstep: Class 20 contains 33198 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25747 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 44883 members 
Mstep: Class 25 contains 240203 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 174257 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205506896.000000 Penalty: 107098.679688
Iteration 104Q: 31 clusters Score -2.055069e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 105370 members 
Mstep: Class 3 contains 41899 members 
Mstep: Class 4 contains 17084 members 
Mstep: Class 5 contains 33415 members 
Mstep: Class 6 contains 210580 members 
Mstep: Class 7 contains 81388 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 17640 members 
Mstep: Class 10 contains 31833 members 
Mstep: Class 11 contains 207397 members 
Mstep: Class 12 contains 158503 members 
Mstep: Class 13 contains 69017 members 
Mstep: Class 14 contains 25558 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 105838 members 
Mstep: Class 17 contains 37770 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 24702 members 
Mstep: Class 20 contains 33173 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25721 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 44815 members 
Mstep: Class 25 contains 240374 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 174125 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205508416.000000 Penalty: 107098.679688
Iteration 105Q: 31 clusters Score -2.055084e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 105198 members 
Mstep: Class 3 contains 41877 members 
Mstep: Class 4 contains 17135 members 
Mstep: Class 5 contains 33331 members 
Mstep: Class 6 contains 210686 members 
Mstep: Class 7 contains 81403 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 31883 members 
Mstep: Class 11 contains 206373 members 
Mstep: Class 12 contains 158505 members 
Mstep: Class 13 contains 69020 members 
Mstep: Class 14 contains 25559 members 
Mstep: Class 15 contains 48506 members 
Mstep: Class 16 contains 105888 members 
Mstep: Class 17 contains 38917 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 24638 members 
Mstep: Class 20 contains 33151 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25686 members 
Mstep: Class 23 contains 7235 members 
Mstep: Class 24 contains 44738 members 
Mstep: Class 25 contains 240528 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 174007 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205509488.000000 Penalty: 107098.679688
Iteration 106Q: 31 clusters Score -2.055095e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 105007 members 
Mstep: Class 3 contains 41856 members 
Mstep: Class 4 contains 17167 members 
Mstep: Class 5 contains 33271 members 
Mstep: Class 6 contains 210760 members 
Mstep: Class 7 contains 81419 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 17730 members 
Mstep: Class 10 contains 31921 members 
Mstep: Class 11 contains 205337 members 
Mstep: Class 12 contains 158535 members 
Mstep: Class 13 contains 69051 members 
Mstep: Class 14 contains 25532 members 
Mstep: Class 15 contains 48503 members 
Mstep: Class 16 contains 105970 members 
Mstep: Class 17 contains 40034 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 24577 members 
Mstep: Class 20 contains 33134 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25671 members 
Mstep: Class 23 contains 7237 members 
Mstep: Class 24 contains 44684 members 
Mstep: Class 25 contains 240668 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 173898 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4960 members 
Mstep: Class 30 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205510288.000000 Penalty: 107098.679688
Iteration 107Q: 31 clusters Score -2.055103e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 104826 members 
Mstep: Class 3 contains 41848 members 
Mstep: Class 4 contains 17194 members 
Mstep: Class 5 contains 33217 members 
Mstep: Class 6 contains 210857 members 
Mstep: Class 7 contains 81434 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 31956 members 
Mstep: Class 11 contains 204397 members 
Mstep: Class 12 contains 158568 members 
Mstep: Class 13 contains 69092 members 
Mstep: Class 14 contains 25501 members 
Mstep: Class 15 contains 48505 members 
Mstep: Class 16 contains 106042 members 
Mstep: Class 17 contains 41016 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 33115 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25656 members 
Mstep: Class 23 contains 7234 members 
Mstep: Class 24 contains 44618 members 
Mstep: Class 25 contains 240804 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 173825 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4967 members 
Mstep: Class 30 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205511040.000000 Penalty: 107098.679688
Iteration 108Q: 31 clusters Score -2.05511e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 104673 members 
Mstep: Class 3 contains 41832 members 
Mstep: Class 4 contains 17220 members 
Mstep: Class 5 contains 33143 members 
Mstep: Class 6 contains 210942 members 
Mstep: Class 7 contains 81447 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 17778 members 
Mstep: Class 10 contains 31974 members 
Mstep: Class 11 contains 203528 members 
Mstep: Class 12 contains 158576 members 
Mstep: Class 13 contains 69154 members 
Mstep: Class 14 contains 25492 members 
Mstep: Class 15 contains 48504 members 
Mstep: Class 16 contains 106122 members 
Mstep: Class 17 contains 41912 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 24448 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25624 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 44538 members 
Mstep: Class 25 contains 240969 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 173774 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4979 members 
Mstep: Class 30 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205511552.000000 Penalty: 107098.679688
Iteration 109Q: 31 clusters Score -2.055116e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 104549 members 
Mstep: Class 3 contains 41819 members 
Mstep: Class 4 contains 17241 members 
Mstep: Class 5 contains 33072 members 
Mstep: Class 6 contains 210966 members 
Mstep: Class 7 contains 81461 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 17815 members 
Mstep: Class 10 contains 31988 members 
Mstep: Class 11 contains 202676 members 
Mstep: Class 12 contains 158603 members 
Mstep: Class 13 contains 69215 members 
Mstep: Class 14 contains 25485 members 
Mstep: Class 15 contains 48494 members 
Mstep: Class 16 contains 106192 members 
Mstep: Class 17 contains 42742 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 24386 members 
Mstep: Class 20 contains 33088 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25594 members 
Mstep: Class 23 contains 7237 members 
Mstep: Class 24 contains 44467 members 
Mstep: Class 25 contains 241179 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 173727 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4987 members 
Mstep: Class 30 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205511744.000000 Penalty: 107098.679688
Iteration 110Q: 31 clusters Score -2.055117e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 104437 members 
Mstep: Class 3 contains 41814 members 
Mstep: Class 4 contains 17257 members 
Mstep: Class 5 contains 33024 members 
Mstep: Class 6 contains 210994 members 
Mstep: Class 7 contains 81484 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 17851 members 
Mstep: Class 10 contains 32003 members 
Mstep: Class 11 contains 201841 members 
Mstep: Class 12 contains 158650 members 
Mstep: Class 13 contains 69272 members 
Mstep: Class 14 contains 25490 members 
Mstep: Class 15 contains 48486 members 
Mstep: Class 16 contains 106242 members 
Mstep: Class 17 contains 43542 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 24330 members 
Mstep: Class 20 contains 33082 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25559 members 
Mstep: Class 23 contains 7239 members 
Mstep: Class 24 contains 44415 members 
Mstep: Class 25 contains 241302 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 173692 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4992 members 
Mstep: Class 30 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205511872.000000 Penalty: 107098.679688
Iteration 111Q: 31 clusters Score -2.055119e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 104352 members 
Mstep: Class 3 contains 41811 members 
Mstep: Class 4 contains 17278 members 
Mstep: Class 5 contains 32988 members 
Mstep: Class 6 contains 210989 members 
Mstep: Class 7 contains 81493 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 17890 members 
Mstep: Class 10 contains 32018 members 
Mstep: Class 11 contains 201026 members 
Mstep: Class 12 contains 158725 members 
Mstep: Class 13 contains 69334 members 
Mstep: Class 14 contains 25494 members 
Mstep: Class 15 contains 48475 members 
Mstep: Class 16 contains 106277 members 
Mstep: Class 17 contains 44303 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 24291 members 
Mstep: Class 20 contains 33066 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25524 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 44371 members 
Mstep: Class 25 contains 241415 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 173649 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4997 members 
Mstep: Class 30 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205511936.000000 Penalty: 107098.679688
Iteration 112Q: 31 clusters Score -2.055119e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 104260 members 
Mstep: Class 3 contains 41798 members 
Mstep: Class 4 contains 17300 members 
Mstep: Class 5 contains 32930 members 
Mstep: Class 6 contains 211004 members 
Mstep: Class 7 contains 81512 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 32040 members 
Mstep: Class 11 contains 200231 members 
Mstep: Class 12 contains 158766 members 
Mstep: Class 13 contains 69393 members 
Mstep: Class 14 contains 25505 members 
Mstep: Class 15 contains 48466 members 
Mstep: Class 16 contains 106321 members 
Mstep: Class 17 contains 45068 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 24233 members 
Mstep: Class 20 contains 33056 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25492 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 44350 members 
Mstep: Class 25 contains 241514 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 173615 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 4996 members 
Mstep: Class 30 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205512304.000000 Penalty: 107098.679688
Iteration 113Q: 31 clusters Score -2.055123e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 104158 members 
Mstep: Class 3 contains 41793 members 
Mstep: Class 4 contains 17320 members 
Mstep: Class 5 contains 32875 members 
Mstep: Class 6 contains 211023 members 
Mstep: Class 7 contains 81528 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 17945 members 
Mstep: Class 10 contains 32056 members 
Mstep: Class 11 contains 199441 members 
Mstep: Class 12 contains 158815 members 
Mstep: Class 13 contains 69468 members 
Mstep: Class 14 contains 25533 members 
Mstep: Class 15 contains 48459 members 
Mstep: Class 16 contains 106367 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 24159 members 
Mstep: Class 20 contains 33020 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25453 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 44323 members 
Mstep: Class 25 contains 241611 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 173590 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5004 members 
Mstep: Class 30 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205512656.000000 Penalty: 107098.679688
Iteration 114Q: 31 clusters Score -2.055127e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 104056 members 
Mstep: Class 3 contains 41791 members 
Mstep: Class 4 contains 17329 members 
Mstep: Class 5 contains 32825 members 
Mstep: Class 6 contains 211039 members 
Mstep: Class 7 contains 81537 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 17956 members 
Mstep: Class 10 contains 32062 members 
Mstep: Class 11 contains 198657 members 
Mstep: Class 12 contains 158896 members 
Mstep: Class 13 contains 69520 members 
Mstep: Class 14 contains 25555 members 
Mstep: Class 15 contains 48456 members 
Mstep: Class 16 contains 106419 members 
Mstep: Class 17 contains 46622 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 24091 members 
Mstep: Class 20 contains 32986 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25411 members 
Mstep: Class 23 contains 7246 members 
Mstep: Class 24 contains 44278 members 
Mstep: Class 25 contains 241747 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 173572 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5014 members 
Mstep: Class 30 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205513088.000000 Penalty: 107098.679688
Iteration 115Q: 31 clusters Score -2.055131e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 103953 members 
Mstep: Class 3 contains 41797 members 
Mstep: Class 4 contains 17345 members 
Mstep: Class 5 contains 32781 members 
Mstep: Class 6 contains 211031 members 
Mstep: Class 7 contains 81550 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 17965 members 
Mstep: Class 10 contains 32064 members 
Mstep: Class 11 contains 197904 members 
Mstep: Class 12 contains 158980 members 
Mstep: Class 13 contains 69585 members 
Mstep: Class 14 contains 25557 members 
Mstep: Class 15 contains 48453 members 
Mstep: Class 16 contains 106480 members 
Mstep: Class 17 contains 47325 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 24007 members 
Mstep: Class 20 contains 32975 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25384 members 
Mstep: Class 23 contains 7245 members 
Mstep: Class 24 contains 44243 members 
Mstep: Class 25 contains 241894 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 173542 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205513216.000000 Penalty: 107098.679688
Iteration 116Q: 31 clusters Score -2.055132e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 103846 members 
Mstep: Class 3 contains 41810 members 
Mstep: Class 4 contains 17357 members 
Mstep: Class 5 contains 32756 members 
Mstep: Class 6 contains 211019 members 
Mstep: Class 7 contains 81565 members 
Mstep: Class 8 contains 7142 members 
Mstep: Class 9 contains 17973 members 
Mstep: Class 10 contains 32070 members 
Mstep: Class 11 contains 197077 members 
Mstep: Class 12 contains 159085 members 
Mstep: Class 13 contains 69654 members 
Mstep: Class 14 contains 25564 members 
Mstep: Class 15 contains 48451 members 
Mstep: Class 16 contains 106547 members 
Mstep: Class 17 contains 48034 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 23948 members 
Mstep: Class 20 contains 32946 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25349 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 44205 members 
Mstep: Class 25 contains 242044 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 173523 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5028 members 
Mstep: Class 30 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205513840.000000 Penalty: 107098.679688
Iteration 117Q: 31 clusters Score -2.055138e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 103720 members 
Mstep: Class 3 contains 41816 members 
Mstep: Class 4 contains 17375 members 
Mstep: Class 5 contains 32734 members 
Mstep: Class 6 contains 211010 members 
Mstep: Class 7 contains 81577 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 17984 members 
Mstep: Class 10 contains 32071 members 
Mstep: Class 11 contains 196281 members 
Mstep: Class 12 contains 159209 members 
Mstep: Class 13 contains 69720 members 
Mstep: Class 14 contains 25584 members 
Mstep: Class 15 contains 48439 members 
Mstep: Class 16 contains 106610 members 
Mstep: Class 17 contains 48711 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 23895 members 
Mstep: Class 20 contains 32910 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25305 members 
Mstep: Class 23 contains 7253 members 
Mstep: Class 24 contains 44167 members 
Mstep: Class 25 contains 242203 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 173507 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205514448.000000 Penalty: 107098.679688
Iteration 118Q: 31 clusters Score -2.055144e+08 nChanged 2421
Entering ConstructFrom: 
Score: -205514448.000000 Penalty: 107098.679688
Entering ConstructFrom: 
Trying to split cluster 1 (20380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Entering Unmasked Estep 
Score: -2373848.750000 Penalty: 2460.732666
	Iteration 0F: 2 clusters Score -2373849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2359608.250000 Penalty: 4921.465332
	Iteration 0F: 3 clusters Score -2359608 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2364544.000000 Penalty: 4921.465332
	Iteration 1F: 3 clusters Score -2364544 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2365149.250000 Penalty: 4921.465332
	Iteration 2F: 3 clusters Score -2365149 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2365803.500000 Penalty: 4921.465332
	Iteration 3F: 3 clusters Score -2365804 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2366455.500000 Penalty: 4921.465332
	Iteration 4F: 3 clusters Score -2366456 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2367095.250000 Penalty: 4921.465332
	Iteration 5F: 3 clusters Score -2367095 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2367854.500000 Penalty: 4921.465332
	Iteration 6F: 3 clusters Score -2367854 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2368850.750000 Penalty: 4921.465332
	Iteration 7F: 3 clusters Score -2368851 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2369914.750000 Penalty: 4921.465332
	Iteration 8F: 3 clusters Score -2369915 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2370877.250000 Penalty: 4921.465332
	Iteration 9F: 3 clusters Score -2370877 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2371603.500000 Penalty: 4921.465332
	Iteration 10Q: 3 clusters Score -2371604 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2372068.750000 Penalty: 4921.465332
	Iteration 11Q: 3 clusters Score -2372069 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2372307.750000 Penalty: 4921.465332
	Iteration 12Q: 3 clusters Score -2372308 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2372455.000000 Penalty: 4921.465332
	Iteration 13Q: 3 clusters Score -2372455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2372535.000000 Penalty: 4921.465332
	Iteration 14Q: 3 clusters Score -2372535 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2372589.500000 Penalty: 4921.465332
	Iteration 15Q: 3 clusters Score -2372590 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2372628.250000 Penalty: 4921.465332
	Iteration 16Q: 3 clusters Score -2372628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2372658.500000 Penalty: 4921.465332
	Iteration 17Q: 3 clusters Score -2372658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2372675.500000 Penalty: 4921.465332
	Iteration 18Q: 3 clusters Score -2372676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2372692.250000 Penalty: 4921.465332
	Iteration 19Q: 3 clusters Score -2372692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2372712.000000 Penalty: 4921.465332
	Iteration 20F: 3 clusters Score -2372712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2372732.750000 Penalty: 4921.465332
	Iteration 21Q: 3 clusters Score -2372733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2372759.250000 Penalty: 4921.465332
	Iteration 22Q: 3 clusters Score -2372759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2372767.250000 Penalty: 4921.465332
	Iteration 23Q: 3 clusters Score -2372767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2372775.750000 Penalty: 4921.465332
	Iteration 24Q: 3 clusters Score -2372776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2372783.500000 Penalty: 4921.465332
	Iteration 25Q: 3 clusters Score -2372784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2372787.750000 Penalty: 4921.465332
	Iteration 26Q: 3 clusters Score -2372788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2372796.500000 Penalty: 4921.465332
	Iteration 27Q: 3 clusters Score -2372796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2372804.000000 Penalty: 4921.465332
	Iteration 28Q: 3 clusters Score -2372804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2372804.000000 Penalty: 4921.465332
	Iteration 29Q: 3 clusters Score -2372804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2372806.250000 Penalty: 4921.465332
	Iteration 30Q: 3 clusters Score -2372806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2372804.750000 Penalty: 4921.465332
	Iteration 31Q: 3 clusters Score -2372805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2372812.250000 Penalty: 4921.465332
	Iteration 32Q: 3 clusters Score -2372812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2372811.750000 Penalty: 4921.465332
	Iteration 33Q: 3 clusters Score -2372812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2372815.250000 Penalty: 4921.465332
	Iteration 34Q: 3 clusters Score -2372815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2372812.750000 Penalty: 4921.465332
	Iteration 35Q: 3 clusters Score -2372813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2372816.750000 Penalty: 4921.465332
	Iteration 36Q: 3 clusters Score -2372817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2372816.500000 Penalty: 4921.465332
	Iteration 37Q: 3 clusters Score -2372816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2372815.750000 Penalty: 4921.465332
	Iteration 38Q: 3 clusters Score -2372816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2372815.000000 Penalty: 4921.465332
	Iteration 39Q: 3 clusters Score -2372815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2372816.000000 Penalty: 4921.465332
	Iteration 40F: 3 clusters Score -2372816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2372817.250000 Penalty: 4921.465332
	Iteration 41Q: 3 clusters Score -2372817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2372819.500000 Penalty: 4921.465332
	Iteration 42Q: 3 clusters Score -2372820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2372819.500000 Penalty: 4921.465332
	Iteration 43Q: 3 clusters Score -2372820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2372819.500000 Penalty: 4921.465332
	Iteration 44F: 3 clusters Score -2372820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103620 members 
Entering Unmasked Estep 
Score: -12342670.000000 Penalty: 2864.024414
	Iteration 0F: 2 clusters Score -1.234267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -12273115.000000 Penalty: 5728.048828
	Iteration 0F: 3 clusters Score -1.227312e+07 nChanged 49280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -12301753.000000 Penalty: 5728.048828
	Iteration 1F: 3 clusters Score -1.230175e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -12302919.000000 Penalty: 5728.048828
	Iteration 2Q: 3 clusters Score -1.230292e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -12304290.000000 Penalty: 5728.048828
	Iteration 3Q: 3 clusters Score -1.230429e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -12306466.000000 Penalty: 5728.048828
	Iteration 4Q: 3 clusters Score -1.230647e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -12309966.000000 Penalty: 5728.048828
	Iteration 5F: 3 clusters Score -1.230997e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -12314755.000000 Penalty: 5728.048828
	Iteration 6F: 3 clusters Score -1.231476e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -12320591.000000 Penalty: 5728.048828
	Iteration 7F: 3 clusters Score -1.232059e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -12326491.000000 Penalty: 5728.048828
	Iteration 8F: 3 clusters Score -1.232649e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -12330751.000000 Penalty: 5728.048828
	Iteration 9Q: 3 clusters Score -1.233075e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -12333374.000000 Penalty: 5728.048828
	Iteration 10Q: 3 clusters Score -1.233337e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -12335048.000000 Penalty: 5728.048828
	Iteration 11Q: 3 clusters Score -1.233505e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -12336367.000000 Penalty: 5728.048828
	Iteration 12Q: 3 clusters Score -1.233637e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -12337538.000000 Penalty: 5728.048828
	Iteration 13Q: 3 clusters Score -1.233754e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -12338337.000000 Penalty: 5728.048828
	Iteration 14Q: 3 clusters Score -1.233834e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -12338979.000000 Penalty: 5728.048828
	Iteration 15Q: 3 clusters Score -1.233898e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -12339410.000000 Penalty: 5728.048828
	Iteration 16Q: 3 clusters Score -1.233941e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -12339651.000000 Penalty: 5728.048828
	Iteration 17Q: 3 clusters Score -1.233965e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -12339802.000000 Penalty: 5728.048828
	Iteration 18Q: 3 clusters Score -1.23398e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -12339896.000000 Penalty: 5728.048828
	Iteration 19Q: 3 clusters Score -1.23399e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -12339960.000000 Penalty: 5728.048828
	Iteration 20F: 3 clusters Score -1.233996e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -12340049.000000 Penalty: 5728.048828
	Iteration 21Q: 3 clusters Score -1.234005e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -12340118.000000 Penalty: 5728.048828
	Iteration 22Q: 3 clusters Score -1.234012e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -12340162.000000 Penalty: 5728.048828
	Iteration 23Q: 3 clusters Score -1.234016e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -12340168.000000 Penalty: 5728.048828
	Iteration 24Q: 3 clusters Score -1.234017e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -12340191.000000 Penalty: 5728.048828
	Iteration 25Q: 3 clusters Score -1.234019e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -12340239.000000 Penalty: 5728.048828
	Iteration 26Q: 3 clusters Score -1.234024e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -12340226.000000 Penalty: 5728.048828
	Iteration 27Q: 3 clusters Score -1.234023e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -12340210.000000 Penalty: 5728.048828
	Iteration 28Q: 3 clusters Score -1.234021e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97677 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -12340254.000000 Penalty: 5728.048828
	Iteration 29Q: 3 clusters Score -1.234025e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -12340264.000000 Penalty: 5728.048828
	Iteration 30Q: 3 clusters Score -1.234026e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -12340261.000000 Penalty: 5728.048828
	Iteration 31Q: 3 clusters Score -1.234026e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -12340266.000000 Penalty: 5728.048828
	Iteration 32Q: 3 clusters Score -1.234027e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -12340285.000000 Penalty: 5728.048828
	Iteration 33Q: 3 clusters Score -1.234028e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -12340307.000000 Penalty: 5728.048828
	Iteration 34Q: 3 clusters Score -1.234031e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -12340304.000000 Penalty: 5728.048828
	Iteration 35Q: 3 clusters Score -1.23403e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -12340317.000000 Penalty: 5728.048828
	Iteration 36Q: 3 clusters Score -1.234032e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -12340327.000000 Penalty: 5728.048828
	Iteration 37Q: 3 clusters Score -1.234033e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -12340333.000000 Penalty: 5728.048828
	Iteration 38Q: 3 clusters Score -1.234033e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -12340361.000000 Penalty: 5728.048828
	Iteration 39Q: 3 clusters Score -1.234036e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -12340400.000000 Penalty: 5728.048828
	Iteration 40F: 3 clusters Score -1.23404e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -12340414.000000 Penalty: 5728.048828
	Iteration 41Q: 3 clusters Score -1.234041e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -12340434.000000 Penalty: 5728.048828
	Iteration 42Q: 3 clusters Score -1.234043e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -12340435.000000 Penalty: 5728.048828
	Iteration 43Q: 3 clusters Score -1.234044e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -12340459.000000 Penalty: 5728.048828
	Iteration 44Q: 3 clusters Score -1.234046e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -12340467.000000 Penalty: 5728.048828
	Iteration 45Q: 3 clusters Score -1.234047e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99040 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -12340472.000000 Penalty: 5728.048828
	Iteration 46Q: 3 clusters Score -1.234047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -12340469.000000 Penalty: 5728.048828
	Iteration 47Q: 3 clusters Score -1.234047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -12340450.000000 Penalty: 5728.048828
	Iteration 48Q: 3 clusters Score -1.234045e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -12340478.000000 Penalty: 5728.048828
	Iteration 49Q: 3 clusters Score -1.234048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -12340496.000000 Penalty: 5728.048828
	Iteration 50Q: 3 clusters Score -1.23405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -12340484.000000 Penalty: 5728.048828
	Iteration 51Q: 3 clusters Score -1.234048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -12340480.000000 Penalty: 5728.048828
	Iteration 52Q: 3 clusters Score -1.234048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -12340489.000000 Penalty: 5728.048828
	Iteration 53Q: 3 clusters Score -1.234049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -12340491.000000 Penalty: 5728.048828
	Iteration 54Q: 3 clusters Score -1.234049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -12340492.000000 Penalty: 5728.048828
	Iteration 55Q: 3 clusters Score -1.234049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -12340495.000000 Penalty: 5728.048828
	Iteration 56Q: 3 clusters Score -1.23405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -12340484.000000 Penalty: 5728.048828
	Iteration 57Q: 3 clusters Score -1.234048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99388 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -12340487.000000 Penalty: 5728.048828
	Iteration 58Q: 3 clusters Score -1.234049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -12340494.000000 Penalty: 5728.048828
	Iteration 59Q: 3 clusters Score -1.234049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -12340491.000000 Penalty: 5728.048828
	Iteration 60F: 3 clusters Score -1.234049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -12340505.000000 Penalty: 5728.048828
	Iteration 61Q: 3 clusters Score -1.23405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -12340513.000000 Penalty: 5728.048828
	Iteration 62Q: 3 clusters Score -1.234051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -12340519.000000 Penalty: 5728.048828
	Iteration 63Q: 3 clusters Score -1.234052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -12340524.000000 Penalty: 5728.048828
	Iteration 64Q: 3 clusters Score -1.234052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -12340515.000000 Penalty: 5728.048828
	Iteration 65Q: 3 clusters Score -1.234052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -12340517.000000 Penalty: 5728.048828
	Iteration 66Q: 3 clusters Score -1.234052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -12340522.000000 Penalty: 5728.048828
	Iteration 67Q: 3 clusters Score -1.234052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -12340505.000000 Penalty: 5728.048828
	Iteration 68Q: 3 clusters Score -1.23405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -12340508.000000 Penalty: 5728.048828
	Iteration 69Q: 3 clusters Score -1.234051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -12340513.000000 Penalty: 5728.048828
	Iteration 70Q: 3 clusters Score -1.234051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -12340507.000000 Penalty: 5728.048828
	Iteration 71Q: 3 clusters Score -1.234051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -12340519.000000 Penalty: 5728.048828
	Iteration 72Q: 3 clusters Score -1.234052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -12340531.000000 Penalty: 5728.048828
	Iteration 73Q: 3 clusters Score -1.234053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -12340540.000000 Penalty: 5728.048828
	Iteration 74Q: 3 clusters Score -1.234054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -12340536.000000 Penalty: 5728.048828
	Iteration 75Q: 3 clusters Score -1.234054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -12340521.000000 Penalty: 5728.048828
	Iteration 76Q: 3 clusters Score -1.234052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -12340543.000000 Penalty: 5728.048828
	Iteration 77Q: 3 clusters Score -1.234054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -12340532.000000 Penalty: 5728.048828
	Iteration 78Q: 3 clusters Score -1.234053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -12340529.000000 Penalty: 5728.048828
	Iteration 79Q: 3 clusters Score -1.234053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99768 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -12340535.000000 Penalty: 5728.048828
	Iteration 80F: 3 clusters Score -1.234054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -12340527.000000 Penalty: 5728.048828
	Iteration 81Q: 3 clusters Score -1.234053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -12340528.000000 Penalty: 5728.048828
	Iteration 82Q: 3 clusters Score -1.234053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -12340537.000000 Penalty: 5728.048828
	Iteration 83Q: 3 clusters Score -1.234054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -12340524.000000 Penalty: 5728.048828
	Iteration 84Q: 3 clusters Score -1.234052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -12340533.000000 Penalty: 5728.048828
	Iteration 85Q: 3 clusters Score -1.234053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -12340544.000000 Penalty: 5728.048828
	Iteration 86Q: 3 clusters Score -1.234054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -12340540.000000 Penalty: 5728.048828
	Iteration 87Q: 3 clusters Score -1.234054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -12340544.000000 Penalty: 5728.048828
	Iteration 88Q: 3 clusters Score -1.234054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -12340546.000000 Penalty: 5728.048828
	Iteration 89Q: 3 clusters Score -1.234055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -12340546.000000 Penalty: 5728.048828
	Iteration 90F: 3 clusters Score -1.234055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Entering Unmasked Estep 
Score: -5020339.500000 Penalty: 2638.970459
	Iteration 0F: 2 clusters Score -5020340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -4991987.500000 Penalty: 5277.940918
	Iteration 0F: 3 clusters Score -4991988 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -5002416.500000 Penalty: 5277.940918
	Iteration 1F: 3 clusters Score -5002416 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5002952.500000 Penalty: 5277.940918
	Iteration 2Q: 3 clusters Score -5002952 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5003520.500000 Penalty: 5277.940918
	Iteration 3Q: 3 clusters Score -5003520 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -5004199.500000 Penalty: 5277.940918
	Iteration 4Q: 3 clusters Score -5004200 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5004949.000000 Penalty: 5277.940918
	Iteration 5Q: 3 clusters Score -5004949 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -5005844.000000 Penalty: 5277.940918
	Iteration 6Q: 3 clusters Score -5005844 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5006876.500000 Penalty: 5277.940918
	Iteration 7Q: 3 clusters Score -5006876 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5007958.500000 Penalty: 5277.940918
	Iteration 8F: 3 clusters Score -5007958 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5009074.500000 Penalty: 5277.940918
	Iteration 9F: 3 clusters Score -5009074 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -5010061.000000 Penalty: 5277.940918
	Iteration 10Q: 3 clusters Score -5010061 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5010924.000000 Penalty: 5277.940918
	Iteration 11Q: 3 clusters Score -5010924 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5011614.500000 Penalty: 5277.940918
	Iteration 12Q: 3 clusters Score -5011614 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5012214.500000 Penalty: 5277.940918
	Iteration 13Q: 3 clusters Score -5012214 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5012605.000000 Penalty: 5277.940918
	Iteration 14Q: 3 clusters Score -5012605 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5012840.000000 Penalty: 5277.940918
	Iteration 15Q: 3 clusters Score -5012840 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -5013027.000000 Penalty: 5277.940918
	Iteration 16Q: 3 clusters Score -5013027 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5013134.000000 Penalty: 5277.940918
	Iteration 17Q: 3 clusters Score -5013134 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -5013229.500000 Penalty: 5277.940918
	Iteration 18Q: 3 clusters Score -5013230 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5013299.000000 Penalty: 5277.940918
	Iteration 19Q: 3 clusters Score -5013299 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5013368.500000 Penalty: 5277.940918
	Iteration 20F: 3 clusters Score -5013368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5013430.000000 Penalty: 5277.940918
	Iteration 21Q: 3 clusters Score -5013430 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5013474.000000 Penalty: 5277.940918
	Iteration 22Q: 3 clusters Score -5013474 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5013499.500000 Penalty: 5277.940918
	Iteration 23Q: 3 clusters Score -5013500 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5013561.500000 Penalty: 5277.940918
	Iteration 24Q: 3 clusters Score -5013562 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5013621.500000 Penalty: 5277.940918
	Iteration 25Q: 3 clusters Score -5013622 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5013661.500000 Penalty: 5277.940918
	Iteration 26Q: 3 clusters Score -5013662 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5013685.000000 Penalty: 5277.940918
	Iteration 27Q: 3 clusters Score -5013685 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -5013728.000000 Penalty: 5277.940918
	Iteration 28Q: 3 clusters Score -5013728 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -5013780.500000 Penalty: 5277.940918
	Iteration 29Q: 3 clusters Score -5013780 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -5013827.500000 Penalty: 5277.940918
	Iteration 30Q: 3 clusters Score -5013828 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5013860.500000 Penalty: 5277.940918
	Iteration 31Q: 3 clusters Score -5013860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5013903.500000 Penalty: 5277.940918
	Iteration 32Q: 3 clusters Score -5013904 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -5013938.000000 Penalty: 5277.940918
	Iteration 33Q: 3 clusters Score -5013938 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5013957.000000 Penalty: 5277.940918
	Iteration 34Q: 3 clusters Score -5013957 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5013996.000000 Penalty: 5277.940918
	Iteration 35Q: 3 clusters Score -5013996 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -5014042.500000 Penalty: 5277.940918
	Iteration 36Q: 3 clusters Score -5014042 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5014086.500000 Penalty: 5277.940918
	Iteration 37Q: 3 clusters Score -5014086 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5014117.500000 Penalty: 5277.940918
	Iteration 38Q: 3 clusters Score -5014118 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5014167.000000 Penalty: 5277.940918
	Iteration 39Q: 3 clusters Score -5014167 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5014201.500000 Penalty: 5277.940918
	Iteration 40F: 3 clusters Score -5014202 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5014246.500000 Penalty: 5277.940918
	Iteration 41Q: 3 clusters Score -5014246 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -5014291.500000 Penalty: 5277.940918
	Iteration 42Q: 3 clusters Score -5014292 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5014321.500000 Penalty: 5277.940918
	Iteration 43Q: 3 clusters Score -5014322 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -5014384.500000 Penalty: 5277.940918
	Iteration 44Q: 3 clusters Score -5014384 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5014452.000000 Penalty: 5277.940918
	Iteration 45Q: 3 clusters Score -5014452 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5014509.000000 Penalty: 5277.940918
	Iteration 46Q: 3 clusters Score -5014509 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -5014554.500000 Penalty: 5277.940918
	Iteration 47Q: 3 clusters Score -5014554 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5014659.500000 Penalty: 5277.940918
	Iteration 48Q: 3 clusters Score -5014660 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -5014800.500000 Penalty: 5277.940918
	Iteration 49Q: 3 clusters Score -5014800 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -5014939.500000 Penalty: 5277.940918
	Iteration 50Q: 3 clusters Score -5014940 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -5015142.500000 Penalty: 5277.940918
	Iteration 51Q: 3 clusters Score -5015142 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -5015298.500000 Penalty: 5277.940918
	Iteration 52Q: 3 clusters Score -5015298 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -5015543.000000 Penalty: 5277.940918
	Iteration 53Q: 3 clusters Score -5015543 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5015777.000000 Penalty: 5277.940918
	Iteration 54Q: 3 clusters Score -5015777 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -5015986.000000 Penalty: 5277.940918
	Iteration 55Q: 3 clusters Score -5015986 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -5016235.000000 Penalty: 5277.940918
	Iteration 56Q: 3 clusters Score -5016235 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -5016427.000000 Penalty: 5277.940918
	Iteration 57Q: 3 clusters Score -5016427 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5016679.000000 Penalty: 5277.940918
	Iteration 58Q: 3 clusters Score -5016679 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -5016891.000000 Penalty: 5277.940918
	Iteration 59Q: 3 clusters Score -5016891 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5017113.500000 Penalty: 5277.940918
	Iteration 60F: 3 clusters Score -5017114 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5017345.000000 Penalty: 5277.940918
	Iteration 61Q: 3 clusters Score -5017345 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5017530.500000 Penalty: 5277.940918
	Iteration 62Q: 3 clusters Score -5017530 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -5017728.500000 Penalty: 5277.940918
	Iteration 63Q: 3 clusters Score -5017728 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5017924.000000 Penalty: 5277.940918
	Iteration 64Q: 3 clusters Score -5017924 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5018115.000000 Penalty: 5277.940918
	Iteration 65Q: 3 clusters Score -5018115 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5018213.500000 Penalty: 5277.940918
	Iteration 66Q: 3 clusters Score -5018214 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5018321.500000 Penalty: 5277.940918
	Iteration 67Q: 3 clusters Score -5018322 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5018413.000000 Penalty: 5277.940918
	Iteration 68Q: 3 clusters Score -5018413 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5018460.500000 Penalty: 5277.940918
	Iteration 69Q: 3 clusters Score -5018460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5018501.000000 Penalty: 5277.940918
	Iteration 70Q: 3 clusters Score -5018501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5018539.500000 Penalty: 5277.940918
	Iteration 71Q: 3 clusters Score -5018540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5018559.500000 Penalty: 5277.940918
	Iteration 72Q: 3 clusters Score -5018560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5018586.000000 Penalty: 5277.940918
	Iteration 73Q: 3 clusters Score -5018586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5018626.000000 Penalty: 5277.940918
	Iteration 74Q: 3 clusters Score -5018626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5018647.000000 Penalty: 5277.940918
	Iteration 75Q: 3 clusters Score -5018647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5018675.500000 Penalty: 5277.940918
	Iteration 76Q: 3 clusters Score -5018676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5018685.500000 Penalty: 5277.940918
	Iteration 77Q: 3 clusters Score -5018686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5018688.500000 Penalty: 5277.940918
	Iteration 78Q: 3 clusters Score -5018688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5018691.000000 Penalty: 5277.940918
	Iteration 79Q: 3 clusters Score -5018691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5018690.000000 Penalty: 5277.940918
	Iteration 80F: 3 clusters Score -5018690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5018689.000000 Penalty: 5277.940918
	Iteration 81Q: 3 clusters Score -5018689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5018696.500000 Penalty: 5277.940918
	Iteration 82Q: 3 clusters Score -5018696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5018697.000000 Penalty: 5277.940918
	Iteration 83Q: 3 clusters Score -5018697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5018696.500000 Penalty: 5277.940918
	Iteration 84Q: 3 clusters Score -5018696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5018696.500000 Penalty: 5277.940918
	Iteration 85F: 3 clusters Score -5018696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Entering Unmasked Estep 
Score: -1985849.000000 Penalty: 2421.328125
	Iteration 0F: 2 clusters Score -1985849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1973399.750000 Penalty: 4842.656250
	Iteration 0F: 3 clusters Score -1973400 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1977517.250000 Penalty: 4842.656250
	Iteration 1F: 3 clusters Score -1977517 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1977978.500000 Penalty: 4842.656250
	Iteration 2F: 3 clusters Score -1977978 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1978469.875000 Penalty: 4842.656250
	Iteration 3F: 3 clusters Score -1978470 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1979124.125000 Penalty: 4842.656250
	Iteration 4F: 3 clusters Score -1979124 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1979981.250000 Penalty: 4842.656250
	Iteration 5F: 3 clusters Score -1979981 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1980946.125000 Penalty: 4842.656250
	Iteration 6F: 3 clusters Score -1980946 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1981917.125000 Penalty: 4842.656250
	Iteration 7F: 3 clusters Score -1981917 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1982742.750000 Penalty: 4842.656250
	Iteration 8F: 3 clusters Score -1982743 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1983378.750000 Penalty: 4842.656250
	Iteration 9F: 3 clusters Score -1983379 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1983855.000000 Penalty: 4842.656250
	Iteration 10Q: 3 clusters Score -1983855 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1984213.125000 Penalty: 4842.656250
	Iteration 11Q: 3 clusters Score -1984213 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1984503.500000 Penalty: 4842.656250
	Iteration 12Q: 3 clusters Score -1984504 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1984710.625000 Penalty: 4842.656250
	Iteration 13Q: 3 clusters Score -1984711 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1984846.250000 Penalty: 4842.656250
	Iteration 14Q: 3 clusters Score -1984846 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1984940.875000 Penalty: 4842.656250
	Iteration 15Q: 3 clusters Score -1984941 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1985000.625000 Penalty: 4842.656250
	Iteration 16Q: 3 clusters Score -1985001 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1985027.125000 Penalty: 4842.656250
	Iteration 17Q: 3 clusters Score -1985027 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1985052.875000 Penalty: 4842.656250
	Iteration 18Q: 3 clusters Score -1985053 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1985078.500000 Penalty: 4842.656250
	Iteration 19Q: 3 clusters Score -1985078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1985098.125000 Penalty: 4842.656250
	Iteration 20F: 3 clusters Score -1985098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1985110.750000 Penalty: 4842.656250
	Iteration 21Q: 3 clusters Score -1985111 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1985124.750000 Penalty: 4842.656250
	Iteration 22Q: 3 clusters Score -1985125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1985135.500000 Penalty: 4842.656250
	Iteration 23Q: 3 clusters Score -1985136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1985147.375000 Penalty: 4842.656250
	Iteration 24Q: 3 clusters Score -1985147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1985159.500000 Penalty: 4842.656250
	Iteration 25Q: 3 clusters Score -1985160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1985171.125000 Penalty: 4842.656250
	Iteration 26Q: 3 clusters Score -1985171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1985185.500000 Penalty: 4842.656250
	Iteration 27Q: 3 clusters Score -1985186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1985196.000000 Penalty: 4842.656250
	Iteration 28Q: 3 clusters Score -1985196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1985205.750000 Penalty: 4842.656250
	Iteration 29Q: 3 clusters Score -1985206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1985212.500000 Penalty: 4842.656250
	Iteration 30Q: 3 clusters Score -1985212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1985216.250000 Penalty: 4842.656250
	Iteration 31Q: 3 clusters Score -1985216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1985218.625000 Penalty: 4842.656250
	Iteration 32Q: 3 clusters Score -1985219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1985232.125000 Penalty: 4842.656250
	Iteration 33Q: 3 clusters Score -1985232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1985241.000000 Penalty: 4842.656250
	Iteration 34Q: 3 clusters Score -1985241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1985252.625000 Penalty: 4842.656250
	Iteration 35Q: 3 clusters Score -1985253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1985270.000000 Penalty: 4842.656250
	Iteration 36Q: 3 clusters Score -1985270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1985280.875000 Penalty: 4842.656250
	Iteration 37Q: 3 clusters Score -1985281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1985293.625000 Penalty: 4842.656250
	Iteration 38Q: 3 clusters Score -1985294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1985310.625000 Penalty: 4842.656250
	Iteration 39Q: 3 clusters Score -1985311 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1985333.750000 Penalty: 4842.656250
	Iteration 40F: 3 clusters Score -1985334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1985352.875000 Penalty: 4842.656250
	Iteration 41Q: 3 clusters Score -1985353 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1985381.625000 Penalty: 4842.656250
	Iteration 42Q: 3 clusters Score -1985382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1985415.125000 Penalty: 4842.656250
	Iteration 43Q: 3 clusters Score -1985415 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1985447.750000 Penalty: 4842.656250
	Iteration 44Q: 3 clusters Score -1985448 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1985491.500000 Penalty: 4842.656250
	Iteration 45Q: 3 clusters Score -1985492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1985529.750000 Penalty: 4842.656250
	Iteration 46Q: 3 clusters Score -1985530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1985574.500000 Penalty: 4842.656250
	Iteration 47Q: 3 clusters Score -1985574 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1985624.250000 Penalty: 4842.656250
	Iteration 48Q: 3 clusters Score -1985624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1985670.250000 Penalty: 4842.656250
	Iteration 49Q: 3 clusters Score -1985670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1985713.500000 Penalty: 4842.656250
	Iteration 50Q: 3 clusters Score -1985714 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1985745.875000 Penalty: 4842.656250
	Iteration 51Q: 3 clusters Score -1985746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1985778.875000 Penalty: 4842.656250
	Iteration 52Q: 3 clusters Score -1985779 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1985806.750000 Penalty: 4842.656250
	Iteration 53Q: 3 clusters Score -1985807 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1985836.500000 Penalty: 4842.656250
	Iteration 54Q: 3 clusters Score -1985836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1985865.125000 Penalty: 4842.656250
	Iteration 55Q: 3 clusters Score -1985865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1985884.250000 Penalty: 4842.656250
	Iteration 56Q: 3 clusters Score -1985884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1985902.625000 Penalty: 4842.656250
	Iteration 57Q: 3 clusters Score -1985903 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1985926.875000 Penalty: 4842.656250
	Iteration 58Q: 3 clusters Score -1985927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1985950.875000 Penalty: 4842.656250
	Iteration 59Q: 3 clusters Score -1985951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1985953.000000 Penalty: 4842.656250
	Iteration 60F: 3 clusters Score -1985953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1985969.625000 Penalty: 4842.656250
	Iteration 61Q: 3 clusters Score -1985970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1985979.750000 Penalty: 4842.656250
	Iteration 62Q: 3 clusters Score -1985980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1985993.000000 Penalty: 4842.656250
	Iteration 63Q: 3 clusters Score -1985993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1985998.750000 Penalty: 4842.656250
	Iteration 64Q: 3 clusters Score -1985999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1986005.750000 Penalty: 4842.656250
	Iteration 65Q: 3 clusters Score -1986006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1986013.750000 Penalty: 4842.656250
	Iteration 66Q: 3 clusters Score -1986014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1986010.875000 Penalty: 4842.656250
	Iteration 67Q: 3 clusters Score -1986011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1986010.250000 Penalty: 4842.656250
	Iteration 68Q: 3 clusters Score -1986010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1986014.625000 Penalty: 4842.656250
	Iteration 69Q: 3 clusters Score -1986015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1986014.000000 Penalty: 4842.656250
	Iteration 70Q: 3 clusters Score -1986014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1986016.625000 Penalty: 4842.656250
	Iteration 71Q: 3 clusters Score -1986017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1986025.000000 Penalty: 4842.656250
	Iteration 72Q: 3 clusters Score -1986025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1986028.375000 Penalty: 4842.656250
	Iteration 73Q: 3 clusters Score -1986028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1986024.625000 Penalty: 4842.656250
	Iteration 74Q: 3 clusters Score -1986025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1986024.125000 Penalty: 4842.656250
	Iteration 75Q: 3 clusters Score -1986024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1986029.375000 Penalty: 4842.656250
	Iteration 76Q: 3 clusters Score -1986029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1986025.500000 Penalty: 4842.656250
	Iteration 77Q: 3 clusters Score -1986026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1986028.250000 Penalty: 4842.656250
	Iteration 78Q: 3 clusters Score -1986028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1986029.250000 Penalty: 4842.656250
	Iteration 79Q: 3 clusters Score -1986029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1986027.875000 Penalty: 4842.656250
	Iteration 80F: 3 clusters Score -1986028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1986033.000000 Penalty: 4842.656250
	Iteration 81Q: 3 clusters Score -1986033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1986033.000000 Penalty: 4842.656250
	Iteration 82Q: 3 clusters Score -1986033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1986032.750000 Penalty: 4842.656250
	Iteration 83Q: 3 clusters Score -1986033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1986033.875000 Penalty: 4842.656250
	Iteration 84Q: 3 clusters Score -1986034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1986038.875000 Penalty: 4842.656250
	Iteration 85Q: 3 clusters Score -1986039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1986042.375000 Penalty: 4842.656250
	Iteration 86Q: 3 clusters Score -1986042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1986043.000000 Penalty: 4842.656250
	Iteration 87Q: 3 clusters Score -1986043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1986042.125000 Penalty: 4842.656250
	Iteration 88Q: 3 clusters Score -1986042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1986043.875000 Penalty: 4842.656250
	Iteration 89Q: 3 clusters Score -1986044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1986042.125000 Penalty: 4842.656250
	Iteration 90Q: 3 clusters Score -1986042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1986044.625000 Penalty: 4842.656250
	Iteration 91Q: 3 clusters Score -1986045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1986044.000000 Penalty: 4842.656250
	Iteration 92Q: 3 clusters Score -1986044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1986046.875000 Penalty: 4842.656250
	Iteration 93Q: 3 clusters Score -1986047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1986046.375000 Penalty: 4842.656250
	Iteration 94Q: 3 clusters Score -1986046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1986045.750000 Penalty: 4842.656250
	Iteration 95Q: 3 clusters Score -1986046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1986046.375000 Penalty: 4842.656250
	Iteration 96Q: 3 clusters Score -1986046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1986043.375000 Penalty: 4842.656250
	Iteration 97Q: 3 clusters Score -1986043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1986042.875000 Penalty: 4842.656250
	Iteration 98Q: 3 clusters Score -1986043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1986045.000000 Penalty: 4842.656250
	Iteration 99Q: 3 clusters Score -1986045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1986045.000000 Penalty: 4842.656250
	Iteration 100F: 3 clusters Score -1986045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 14239 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 210990 members 
Mstep: Class 7 contains 81596 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 32083 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 159307 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 106686 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 32867 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44143 members 
Mstep: Class 25 contains 242359 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 3147 members 
Entering Unmasked Estep 
Score: -205512880.000000 Penalty: 110668.640625
Splitting cluster 4 changes total score from -205514448.000000 to -205512880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (32697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Entering Unmasked Estep 
Score: -3635369.500000 Penalty: 2577.969482
	Iteration 0F: 2 clusters Score -3635370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3612995.750000 Penalty: 5155.938965
	Iteration 0F: 3 clusters Score -3612996 nChanged 14710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3621698.750000 Penalty: 5155.938965
	Iteration 1F: 3 clusters Score -3621699 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3622887.500000 Penalty: 5155.938965
	Iteration 2F: 3 clusters Score -3622888 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3624304.500000 Penalty: 5155.938965
	Iteration 3F: 3 clusters Score -3624304 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3625790.500000 Penalty: 5155.938965
	Iteration 4F: 3 clusters Score -3625790 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3627090.500000 Penalty: 5155.938965
	Iteration 5F: 3 clusters Score -3627090 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3628127.500000 Penalty: 5155.938965
	Iteration 6F: 3 clusters Score -3628128 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3628923.000000 Penalty: 5155.938965
	Iteration 7F: 3 clusters Score -3628923 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3629422.500000 Penalty: 5155.938965
	Iteration 8Q: 3 clusters Score -3629422 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3629823.750000 Penalty: 5155.938965
	Iteration 9Q: 3 clusters Score -3629824 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3630165.750000 Penalty: 5155.938965
	Iteration 10Q: 3 clusters Score -3630166 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3630472.250000 Penalty: 5155.938965
	Iteration 11Q: 3 clusters Score -3630472 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3630804.500000 Penalty: 5155.938965
	Iteration 12Q: 3 clusters Score -3630804 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3631195.250000 Penalty: 5155.938965
	Iteration 13Q: 3 clusters Score -3631195 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3631567.250000 Penalty: 5155.938965
	Iteration 14Q: 3 clusters Score -3631567 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3631907.000000 Penalty: 5155.938965
	Iteration 15Q: 3 clusters Score -3631907 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3632305.750000 Penalty: 5155.938965
	Iteration 16Q: 3 clusters Score -3632306 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3632644.250000 Penalty: 5155.938965
	Iteration 17Q: 3 clusters Score -3632644 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3632944.250000 Penalty: 5155.938965
	Iteration 18Q: 3 clusters Score -3632944 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3633226.250000 Penalty: 5155.938965
	Iteration 19Q: 3 clusters Score -3633226 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3633432.750000 Penalty: 5155.938965
	Iteration 20F: 3 clusters Score -3633433 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3633582.000000 Penalty: 5155.938965
	Iteration 21Q: 3 clusters Score -3633582 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3633716.250000 Penalty: 5155.938965
	Iteration 22Q: 3 clusters Score -3633716 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3633827.500000 Penalty: 5155.938965
	Iteration 23Q: 3 clusters Score -3633828 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3633935.000000 Penalty: 5155.938965
	Iteration 24Q: 3 clusters Score -3633935 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3634016.750000 Penalty: 5155.938965
	Iteration 25Q: 3 clusters Score -3634017 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3634081.500000 Penalty: 5155.938965
	Iteration 26Q: 3 clusters Score -3634082 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3634122.250000 Penalty: 5155.938965
	Iteration 27Q: 3 clusters Score -3634122 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3634159.500000 Penalty: 5155.938965
	Iteration 28Q: 3 clusters Score -3634160 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3634175.250000 Penalty: 5155.938965
	Iteration 29Q: 3 clusters Score -3634175 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3634208.250000 Penalty: 5155.938965
	Iteration 30Q: 3 clusters Score -3634208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3634241.250000 Penalty: 5155.938965
	Iteration 31Q: 3 clusters Score -3634241 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3634267.750000 Penalty: 5155.938965
	Iteration 32Q: 3 clusters Score -3634268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3634293.500000 Penalty: 5155.938965
	Iteration 33Q: 3 clusters Score -3634294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3634310.750000 Penalty: 5155.938965
	Iteration 34Q: 3 clusters Score -3634311 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3634315.750000 Penalty: 5155.938965
	Iteration 35Q: 3 clusters Score -3634316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3634341.500000 Penalty: 5155.938965
	Iteration 36Q: 3 clusters Score -3634342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3634351.500000 Penalty: 5155.938965
	Iteration 37Q: 3 clusters Score -3634352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3634358.000000 Penalty: 5155.938965
	Iteration 38Q: 3 clusters Score -3634358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -3634369.250000 Penalty: 5155.938965
	Iteration 39Q: 3 clusters Score -3634369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3634375.750000 Penalty: 5155.938965
	Iteration 40F: 3 clusters Score -3634376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3634385.250000 Penalty: 5155.938965
	Iteration 41Q: 3 clusters Score -3634385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -3634376.000000 Penalty: 5155.938965
	Iteration 42Q: 3 clusters Score -3634376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3634378.000000 Penalty: 5155.938965
	Iteration 43Q: 3 clusters Score -3634378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3634378.500000 Penalty: 5155.938965
	Iteration 44Q: 3 clusters Score -3634378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3634382.000000 Penalty: 5155.938965
	Iteration 45Q: 3 clusters Score -3634382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3634382.500000 Penalty: 5155.938965
	Iteration 46Q: 3 clusters Score -3634382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3634384.750000 Penalty: 5155.938965
	Iteration 47Q: 3 clusters Score -3634385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3634385.750000 Penalty: 5155.938965
	Iteration 48Q: 3 clusters Score -3634386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3634386.500000 Penalty: 5155.938965
	Iteration 49Q: 3 clusters Score -3634386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3634390.250000 Penalty: 5155.938965
	Iteration 50Q: 3 clusters Score -3634390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3634389.500000 Penalty: 5155.938965
	Iteration 51Q: 3 clusters Score -3634390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3634389.500000 Penalty: 5155.938965
	Iteration 52Q: 3 clusters Score -3634390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3634391.500000 Penalty: 5155.938965
	Iteration 53Q: 3 clusters Score -3634392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3634392.000000 Penalty: 5155.938965
	Iteration 54Q: 3 clusters Score -3634392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3634395.750000 Penalty: 5155.938965
	Iteration 55Q: 3 clusters Score -3634396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3634400.750000 Penalty: 5155.938965
	Iteration 56Q: 3 clusters Score -3634401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3634396.750000 Penalty: 5155.938965
	Iteration 57Q: 3 clusters Score -3634397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3634402.250000 Penalty: 5155.938965
	Iteration 58Q: 3 clusters Score -3634402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3634396.250000 Penalty: 5155.938965
	Iteration 59Q: 3 clusters Score -3634396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -3634401.000000 Penalty: 5155.938965
	Iteration 60F: 3 clusters Score -3634401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3634406.750000 Penalty: 5155.938965
	Iteration 61Q: 3 clusters Score -3634407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3634403.250000 Penalty: 5155.938965
	Iteration 62Q: 3 clusters Score -3634403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -3634400.750000 Penalty: 5155.938965
	Iteration 63Q: 3 clusters Score -3634401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3634407.750000 Penalty: 5155.938965
	Iteration 64Q: 3 clusters Score -3634408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -3634408.250000 Penalty: 5155.938965
	Iteration 65Q: 3 clusters Score -3634408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3634407.250000 Penalty: 5155.938965
	Iteration 66Q: 3 clusters Score -3634407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3634411.750000 Penalty: 5155.938965
	Iteration 67Q: 3 clusters Score -3634412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3634418.750000 Penalty: 5155.938965
	Iteration 68Q: 3 clusters Score -3634419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -3634416.500000 Penalty: 5155.938965
	Iteration 69Q: 3 clusters Score -3634416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3634415.000000 Penalty: 5155.938965
	Iteration 70Q: 3 clusters Score -3634415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3634415.000000 Penalty: 5155.938965
	Iteration 71F: 3 clusters Score -3634415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (210990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210990 members 
Entering Unmasked Estep 
Score: -25233622.000000 Penalty: 3040.372559
	Iteration 0F: 2 clusters Score -2.523362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -25110534.000000 Penalty: 6080.745117
	Iteration 0F: 3 clusters Score -2.511053e+07 nChanged 101407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -25170760.000000 Penalty: 6080.745117
	Iteration 1F: 3 clusters Score -2.517076e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113239 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -25172954.000000 Penalty: 6080.745117
	Iteration 2Q: 3 clusters Score -2.517295e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117281 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -25176136.000000 Penalty: 6080.745117
	Iteration 3Q: 3 clusters Score -2.517614e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -25180820.000000 Penalty: 6080.745117
	Iteration 4F: 3 clusters Score -2.518082e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -25186628.000000 Penalty: 6080.745117
	Iteration 5F: 3 clusters Score -2.518663e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138620 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -25193272.000000 Penalty: 6080.745117
	Iteration 6F: 3 clusters Score -2.519327e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -25200922.000000 Penalty: 6080.745117
	Iteration 7F: 3 clusters Score -2.520092e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160362 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -25207832.000000 Penalty: 6080.745117
	Iteration 8F: 3 clusters Score -2.520783e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173257 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -25213330.000000 Penalty: 6080.745117
	Iteration 9F: 3 clusters Score -2.521333e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185945 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -25218240.000000 Penalty: 6080.745117
	Iteration 10F: 3 clusters Score -2.521824e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196191 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -25223228.000000 Penalty: 6080.745117
	Iteration 11Q: 3 clusters Score -2.522323e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203364 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -25226782.000000 Penalty: 6080.745117
	Iteration 12Q: 3 clusters Score -2.522678e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207375 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -25229240.000000 Penalty: 6080.745117
	Iteration 13Q: 3 clusters Score -2.522924e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209218 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -25230418.000000 Penalty: 6080.745117
	Iteration 14Q: 3 clusters Score -2.523042e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209934 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -25230812.000000 Penalty: 6080.745117
	Iteration 15Q: 3 clusters Score -2.523081e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210214 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -25231048.000000 Penalty: 6080.745117
	Iteration 16Q: 3 clusters Score -2.523105e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210334 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -25231106.000000 Penalty: 6080.745117
	Iteration 17Q: 3 clusters Score -2.523111e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210392 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -25231164.000000 Penalty: 6080.745117
	Iteration 18Q: 3 clusters Score -2.523116e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210431 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -25231176.000000 Penalty: 6080.745117
	Iteration 19Q: 3 clusters Score -2.523118e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210460 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -25231214.000000 Penalty: 6080.745117
	Iteration 20F: 3 clusters Score -2.523121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210471 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -25231222.000000 Penalty: 6080.745117
	Iteration 21Q: 3 clusters Score -2.523122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210486 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -25231226.000000 Penalty: 6080.745117
	Iteration 22Q: 3 clusters Score -2.523123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210491 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -25231264.000000 Penalty: 6080.745117
	Iteration 23Q: 3 clusters Score -2.523126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210491 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -25231274.000000 Penalty: 6080.745117
	Iteration 24Q: 3 clusters Score -2.523127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210494 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -25231268.000000 Penalty: 6080.745117
	Iteration 25Q: 3 clusters Score -2.523127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210497 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -25231258.000000 Penalty: 6080.745117
	Iteration 26Q: 3 clusters Score -2.523126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210498 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -25231262.000000 Penalty: 6080.745117
	Iteration 27Q: 3 clusters Score -2.523126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210498 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -25231262.000000 Penalty: 6080.745117
	Iteration 28F: 3 clusters Score -2.523126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Entering Unmasked Estep 
Score: -9664811.000000 Penalty: 2804.764893
	Iteration 0F: 2 clusters Score -9664811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -9610301.000000 Penalty: 5609.529785
	Iteration 0F: 3 clusters Score -9610301 nChanged 38394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -9632733.000000 Penalty: 5609.529785
	Iteration 1F: 3 clusters Score -9632733 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -9633969.000000 Penalty: 5609.529785
	Iteration 2Q: 3 clusters Score -9633969 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -9635595.000000 Penalty: 5609.529785
	Iteration 3Q: 3 clusters Score -9635595 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -9638391.000000 Penalty: 5609.529785
	Iteration 4F: 3 clusters Score -9638391 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -9642588.000000 Penalty: 5609.529785
	Iteration 5F: 3 clusters Score -9642588 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -9648402.000000 Penalty: 5609.529785
	Iteration 6F: 3 clusters Score -9648402 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -9654408.000000 Penalty: 5609.529785
	Iteration 7F: 3 clusters Score -9654408 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -9658486.000000 Penalty: 5609.529785
	Iteration 8F: 3 clusters Score -9658486 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -9660673.000000 Penalty: 5609.529785
	Iteration 9Q: 3 clusters Score -9660673 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -9661814.000000 Penalty: 5609.529785
	Iteration 10Q: 3 clusters Score -9661814 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -9662257.000000 Penalty: 5609.529785
	Iteration 11Q: 3 clusters Score -9662257 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -9662437.000000 Penalty: 5609.529785
	Iteration 12Q: 3 clusters Score -9662437 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -9662546.000000 Penalty: 5609.529785
	Iteration 13Q: 3 clusters Score -9662546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -9662625.000000 Penalty: 5609.529785
	Iteration 14Q: 3 clusters Score -9662625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
Score: -9662697.000000 Penalty: 5609.529785
	Iteration 15Q: 3 clusters Score -9662697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -9662738.000000 Penalty: 5609.529785
	Iteration 16Q: 3 clusters Score -9662738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -9662770.000000 Penalty: 5609.529785
	Iteration 17Q: 3 clusters Score -9662770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -9662786.000000 Penalty: 5609.529785
	Iteration 18Q: 3 clusters Score -9662786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -9662781.000000 Penalty: 5609.529785
	Iteration 19Q: 3 clusters Score -9662781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -9662786.000000 Penalty: 5609.529785
	Iteration 20F: 3 clusters Score -9662786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -9662815.000000 Penalty: 5609.529785
	Iteration 21Q: 3 clusters Score -9662815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -9662801.000000 Penalty: 5609.529785
	Iteration 22Q: 3 clusters Score -9662801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -9662804.000000 Penalty: 5609.529785
	Iteration 23Q: 3 clusters Score -9662804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -9662803.000000 Penalty: 5609.529785
	Iteration 24Q: 3 clusters Score -9662803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -9662814.000000 Penalty: 5609.529785
	Iteration 25Q: 3 clusters Score -9662814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -9662813.000000 Penalty: 5609.529785
	Iteration 26Q: 3 clusters Score -9662813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -9662817.000000 Penalty: 5609.529785
	Iteration 27Q: 3 clusters Score -9662817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -9662825.000000 Penalty: 5609.529785
	Iteration 28Q: 3 clusters Score -9662825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -9662822.000000 Penalty: 5609.529785
	Iteration 29Q: 3 clusters Score -9662822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -9662818.000000 Penalty: 5609.529785
	Iteration 30Q: 3 clusters Score -9662818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -9662813.000000 Penalty: 5609.529785
	Iteration 31Q: 3 clusters Score -9662813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -9662813.000000 Penalty: 5609.529785
	Iteration 32F: 3 clusters Score -9662813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -852172.875000 Penalty: 2200.828369
	Iteration 0F: 2 clusters Score -852172.9 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 3578 members 
Entering Unmasked Estep 
Score: -846362.625000 Penalty: 4401.656738
	Iteration 0F: 3 clusters Score -846362.6 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -847979.312500 Penalty: 4401.656738
	Iteration 1F: 3 clusters Score -847979.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -848227.437500 Penalty: 4401.656738
	Iteration 2F: 3 clusters Score -848227.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -848378.187500 Penalty: 4401.656738
	Iteration 3Q: 3 clusters Score -848378.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -848484.625000 Penalty: 4401.656738
	Iteration 4Q: 3 clusters Score -848484.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -848571.875000 Penalty: 4401.656738
	Iteration 5Q: 3 clusters Score -848571.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -848644.125000 Penalty: 4401.656738
	Iteration 6Q: 3 clusters Score -848644.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -848715.937500 Penalty: 4401.656738
	Iteration 7Q: 3 clusters Score -848715.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -848779.062500 Penalty: 4401.656738
	Iteration 8Q: 3 clusters Score -848779.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -848840.937500 Penalty: 4401.656738
	Iteration 9Q: 3 clusters Score -848840.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -848879.187500 Penalty: 4401.656738
	Iteration 10Q: 3 clusters Score -848879.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -848903.812500 Penalty: 4401.656738
	Iteration 11Q: 3 clusters Score -848903.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -848929.750000 Penalty: 4401.656738
	Iteration 12Q: 3 clusters Score -848929.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -848954.000000 Penalty: 4401.656738
	Iteration 13Q: 3 clusters Score -848954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -848983.625000 Penalty: 4401.656738
	Iteration 14Q: 3 clusters Score -848983.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -849003.875000 Penalty: 4401.656738
	Iteration 15Q: 3 clusters Score -849003.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -849022.562500 Penalty: 4401.656738
	Iteration 16Q: 3 clusters Score -849022.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -849042.750000 Penalty: 4401.656738
	Iteration 17Q: 3 clusters Score -849042.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -849062.000000 Penalty: 4401.656738
	Iteration 18Q: 3 clusters Score -849062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -849085.375000 Penalty: 4401.656738
	Iteration 19Q: 3 clusters Score -849085.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -849113.562500 Penalty: 4401.656738
	Iteration 20F: 3 clusters Score -849113.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -849134.500000 Penalty: 4401.656738
	Iteration 21Q: 3 clusters Score -849134.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -849159.187500 Penalty: 4401.656738
	Iteration 22Q: 3 clusters Score -849159.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -849186.562500 Penalty: 4401.656738
	Iteration 23Q: 3 clusters Score -849186.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -849213.687500 Penalty: 4401.656738
	Iteration 24Q: 3 clusters Score -849213.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -849242.937500 Penalty: 4401.656738
	Iteration 25Q: 3 clusters Score -849242.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -849274.812500 Penalty: 4401.656738
	Iteration 26Q: 3 clusters Score -849274.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -849314.187500 Penalty: 4401.656738
	Iteration 27Q: 3 clusters Score -849314.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -849353.750000 Penalty: 4401.656738
	Iteration 28Q: 3 clusters Score -849353.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -849402.312500 Penalty: 4401.656738
	Iteration 29Q: 3 clusters Score -849402.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -849446.937500 Penalty: 4401.656738
	Iteration 30Q: 3 clusters Score -849446.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -849496.250000 Penalty: 4401.656738
	Iteration 31Q: 3 clusters Score -849496.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -849537.562500 Penalty: 4401.656738
	Iteration 32Q: 3 clusters Score -849537.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -849584.375000 Penalty: 4401.656738
	Iteration 33Q: 3 clusters Score -849584.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -849627.000000 Penalty: 4401.656738
	Iteration 34Q: 3 clusters Score -849627 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -849673.937500 Penalty: 4401.656738
	Iteration 35Q: 3 clusters Score -849673.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -849724.875000 Penalty: 4401.656738
	Iteration 36Q: 3 clusters Score -849724.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -849775.500000 Penalty: 4401.656738
	Iteration 37Q: 3 clusters Score -849775.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -849824.250000 Penalty: 4401.656738
	Iteration 38Q: 3 clusters Score -849824.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -849874.437500 Penalty: 4401.656738
	Iteration 39Q: 3 clusters Score -849874.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -849922.125000 Penalty: 4401.656738
	Iteration 40F: 3 clusters Score -849922.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -849971.375000 Penalty: 4401.656738
	Iteration 41Q: 3 clusters Score -849971.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -850013.875000 Penalty: 4401.656738
	Iteration 42Q: 3 clusters Score -850013.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -850048.375000 Penalty: 4401.656738
	Iteration 43Q: 3 clusters Score -850048.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -850086.687500 Penalty: 4401.656738
	Iteration 44Q: 3 clusters Score -850086.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -850124.812500 Penalty: 4401.656738
	Iteration 45Q: 3 clusters Score -850124.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -850160.687500 Penalty: 4401.656738
	Iteration 46Q: 3 clusters Score -850160.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -850189.000000 Penalty: 4401.656738
	Iteration 47Q: 3 clusters Score -850189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -850207.875000 Penalty: 4401.656738
	Iteration 48Q: 3 clusters Score -850207.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -850223.562500 Penalty: 4401.656738
	Iteration 49Q: 3 clusters Score -850223.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -850232.375000 Penalty: 4401.656738
	Iteration 50Q: 3 clusters Score -850232.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -850248.062500 Penalty: 4401.656738
	Iteration 51Q: 3 clusters Score -850248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -850251.812500 Penalty: 4401.656738
	Iteration 52Q: 3 clusters Score -850251.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -850259.875000 Penalty: 4401.656738
	Iteration 53Q: 3 clusters Score -850259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -850265.562500 Penalty: 4401.656738
	Iteration 54Q: 3 clusters Score -850265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -850267.812500 Penalty: 4401.656738
	Iteration 55Q: 3 clusters Score -850267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -850273.187500 Penalty: 4401.656738
	Iteration 56Q: 3 clusters Score -850273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -850278.000000 Penalty: 4401.656738
	Iteration 57Q: 3 clusters Score -850278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -850281.625000 Penalty: 4401.656738
	Iteration 58Q: 3 clusters Score -850281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -850284.062500 Penalty: 4401.656738
	Iteration 59Q: 3 clusters Score -850284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -850288.625000 Penalty: 4401.656738
	Iteration 60F: 3 clusters Score -850288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -850291.500000 Penalty: 4401.656738
	Iteration 61Q: 3 clusters Score -850291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -850297.187500 Penalty: 4401.656738
	Iteration 62Q: 3 clusters Score -850297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -850298.375000 Penalty: 4401.656738
	Iteration 63Q: 3 clusters Score -850298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -850303.687500 Penalty: 4401.656738
	Iteration 64Q: 3 clusters Score -850303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -850310.000000 Penalty: 4401.656738
	Iteration 65Q: 3 clusters Score -850310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -850315.312500 Penalty: 4401.656738
	Iteration 66Q: 3 clusters Score -850315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -850323.437500 Penalty: 4401.656738
	Iteration 67Q: 3 clusters Score -850323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -850324.750000 Penalty: 4401.656738
	Iteration 68Q: 3 clusters Score -850324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -850328.562500 Penalty: 4401.656738
	Iteration 69Q: 3 clusters Score -850328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -850330.625000 Penalty: 4401.656738
	Iteration 70Q: 3 clusters Score -850330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -850330.625000 Penalty: 4401.656738
	Iteration 71F: 3 clusters Score -850330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Entering Unmasked Estep 
Score: -2008157.875000 Penalty: 2429.935547
	Iteration 0F: 2 clusters Score -2008158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1995336.375000 Penalty: 4859.871094
	Iteration 0F: 3 clusters Score -1995336 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1999791.625000 Penalty: 4859.871094
	Iteration 1F: 3 clusters Score -1999792 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2000384.125000 Penalty: 4859.871094
	Iteration 2F: 3 clusters Score -2000384 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2000922.000000 Penalty: 4859.871094
	Iteration 3F: 3 clusters Score -2000922 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2001435.625000 Penalty: 4859.871094
	Iteration 4F: 3 clusters Score -2001436 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2001938.500000 Penalty: 4859.871094
	Iteration 5F: 3 clusters Score -2001938 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2002425.625000 Penalty: 4859.871094
	Iteration 6F: 3 clusters Score -2002426 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2002907.250000 Penalty: 4859.871094
	Iteration 7Q: 3 clusters Score -2002907 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2003336.000000 Penalty: 4859.871094
	Iteration 8Q: 3 clusters Score -2003336 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2003708.625000 Penalty: 4859.871094
	Iteration 9Q: 3 clusters Score -2003709 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2004037.500000 Penalty: 4859.871094
	Iteration 10Q: 3 clusters Score -2004038 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2004315.875000 Penalty: 4859.871094
	Iteration 11Q: 3 clusters Score -2004316 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2004562.375000 Penalty: 4859.871094
	Iteration 12Q: 3 clusters Score -2004562 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2004801.000000 Penalty: 4859.871094
	Iteration 13Q: 3 clusters Score -2004801 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2005042.000000 Penalty: 4859.871094
	Iteration 14Q: 3 clusters Score -2005042 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2005245.750000 Penalty: 4859.871094
	Iteration 15Q: 3 clusters Score -2005246 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2005390.750000 Penalty: 4859.871094
	Iteration 16Q: 3 clusters Score -2005391 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2005515.875000 Penalty: 4859.871094
	Iteration 17Q: 3 clusters Score -2005516 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2005620.875000 Penalty: 4859.871094
	Iteration 18Q: 3 clusters Score -2005621 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2005729.750000 Penalty: 4859.871094
	Iteration 19Q: 3 clusters Score -2005730 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2005818.500000 Penalty: 4859.871094
	Iteration 20F: 3 clusters Score -2005818 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2005902.750000 Penalty: 4859.871094
	Iteration 21Q: 3 clusters Score -2005903 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2005970.250000 Penalty: 4859.871094
	Iteration 22Q: 3 clusters Score -2005970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2006037.250000 Penalty: 4859.871094
	Iteration 23Q: 3 clusters Score -2006037 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2006090.625000 Penalty: 4859.871094
	Iteration 24Q: 3 clusters Score -2006091 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2006140.000000 Penalty: 4859.871094
	Iteration 25Q: 3 clusters Score -2006140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2006192.125000 Penalty: 4859.871094
	Iteration 26Q: 3 clusters Score -2006192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2006226.500000 Penalty: 4859.871094
	Iteration 27Q: 3 clusters Score -2006226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2006251.500000 Penalty: 4859.871094
	Iteration 28Q: 3 clusters Score -2006252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2006286.875000 Penalty: 4859.871094
	Iteration 29Q: 3 clusters Score -2006287 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2006303.125000 Penalty: 4859.871094
	Iteration 30Q: 3 clusters Score -2006303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2006319.500000 Penalty: 4859.871094
	Iteration 31Q: 3 clusters Score -2006320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2006333.125000 Penalty: 4859.871094
	Iteration 32Q: 3 clusters Score -2006333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2006353.750000 Penalty: 4859.871094
	Iteration 33Q: 3 clusters Score -2006354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2006363.000000 Penalty: 4859.871094
	Iteration 34Q: 3 clusters Score -2006363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2006377.375000 Penalty: 4859.871094
	Iteration 35Q: 3 clusters Score -2006377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2006388.125000 Penalty: 4859.871094
	Iteration 36Q: 3 clusters Score -2006388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2006399.250000 Penalty: 4859.871094
	Iteration 37Q: 3 clusters Score -2006399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2006402.875000 Penalty: 4859.871094
	Iteration 38Q: 3 clusters Score -2006403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2006411.125000 Penalty: 4859.871094
	Iteration 39Q: 3 clusters Score -2006411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2006412.125000 Penalty: 4859.871094
	Iteration 40F: 3 clusters Score -2006412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2006413.375000 Penalty: 4859.871094
	Iteration 41Q: 3 clusters Score -2006413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2006414.750000 Penalty: 4859.871094
	Iteration 42Q: 3 clusters Score -2006415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2006419.625000 Penalty: 4859.871094
	Iteration 43Q: 3 clusters Score -2006420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2006418.000000 Penalty: 4859.871094
	Iteration 44Q: 3 clusters Score -2006418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2006421.625000 Penalty: 4859.871094
	Iteration 45Q: 3 clusters Score -2006422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2006424.125000 Penalty: 4859.871094
	Iteration 46Q: 3 clusters Score -2006424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2006423.625000 Penalty: 4859.871094
	Iteration 47Q: 3 clusters Score -2006424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2006423.875000 Penalty: 4859.871094
	Iteration 48Q: 3 clusters Score -2006424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2006422.375000 Penalty: 4859.871094
	Iteration 49Q: 3 clusters Score -2006422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2006424.500000 Penalty: 4859.871094
	Iteration 50Q: 3 clusters Score -2006424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2006422.750000 Penalty: 4859.871094
	Iteration 51Q: 3 clusters Score -2006423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2006422.500000 Penalty: 4859.871094
	Iteration 52Q: 3 clusters Score -2006422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2006422.500000 Penalty: 4859.871094
	Iteration 53F: 3 clusters Score -2006422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Entering Unmasked Estep 
Score: -3661734.750000 Penalty: 2573.268311
	Iteration 0F: 2 clusters Score -3661735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3639773.000000 Penalty: 5146.536621
	Iteration 0F: 3 clusters Score -3639773 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3647927.250000 Penalty: 5146.536621
	Iteration 1F: 3 clusters Score -3647927 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3648526.000000 Penalty: 5146.536621
	Iteration 2Q: 3 clusters Score -3648526 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3649128.000000 Penalty: 5146.536621
	Iteration 3Q: 3 clusters Score -3649128 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3649894.000000 Penalty: 5146.536621
	Iteration 4Q: 3 clusters Score -3649894 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3650844.750000 Penalty: 5146.536621
	Iteration 5F: 3 clusters Score -3650845 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3651978.500000 Penalty: 5146.536621
	Iteration 6F: 3 clusters Score -3651978 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3653297.750000 Penalty: 5146.536621
	Iteration 7F: 3 clusters Score -3653298 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3654808.500000 Penalty: 5146.536621
	Iteration 8F: 3 clusters Score -3654808 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3656341.500000 Penalty: 5146.536621
	Iteration 9F: 3 clusters Score -3656342 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3657616.250000 Penalty: 5146.536621
	Iteration 10F: 3 clusters Score -3657616 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3658562.500000 Penalty: 5146.536621
	Iteration 11Q: 3 clusters Score -3658562 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3659182.500000 Penalty: 5146.536621
	Iteration 12Q: 3 clusters Score -3659182 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3659550.500000 Penalty: 5146.536621
	Iteration 13Q: 3 clusters Score -3659550 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -3659749.000000 Penalty: 5146.536621
	Iteration 14Q: 3 clusters Score -3659749 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3659863.750000 Penalty: 5146.536621
	Iteration 15Q: 3 clusters Score -3659864 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3659968.500000 Penalty: 5146.536621
	Iteration 16Q: 3 clusters Score -3659968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -3660024.750000 Penalty: 5146.536621
	Iteration 17Q: 3 clusters Score -3660025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3660064.750000 Penalty: 5146.536621
	Iteration 18Q: 3 clusters Score -3660065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3660096.750000 Penalty: 5146.536621
	Iteration 19Q: 3 clusters Score -3660097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3660117.000000 Penalty: 5146.536621
	Iteration 20F: 3 clusters Score -3660117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3660158.500000 Penalty: 5146.536621
	Iteration 21Q: 3 clusters Score -3660158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3660168.750000 Penalty: 5146.536621
	Iteration 22Q: 3 clusters Score -3660169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -3660192.000000 Penalty: 5146.536621
	Iteration 23Q: 3 clusters Score -3660192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -3660210.250000 Penalty: 5146.536621
	Iteration 24Q: 3 clusters Score -3660210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -3660228.500000 Penalty: 5146.536621
	Iteration 25Q: 3 clusters Score -3660228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3660242.500000 Penalty: 5146.536621
	Iteration 26Q: 3 clusters Score -3660242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3660243.750000 Penalty: 5146.536621
	Iteration 27Q: 3 clusters Score -3660244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3660255.500000 Penalty: 5146.536621
	Iteration 28Q: 3 clusters Score -3660256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3660261.500000 Penalty: 5146.536621
	Iteration 29Q: 3 clusters Score -3660262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3660271.750000 Penalty: 5146.536621
	Iteration 30Q: 3 clusters Score -3660272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3660286.750000 Penalty: 5146.536621
	Iteration 31Q: 3 clusters Score -3660287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3660300.000000 Penalty: 5146.536621
	Iteration 32Q: 3 clusters Score -3660300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -3660304.750000 Penalty: 5146.536621
	Iteration 33Q: 3 clusters Score -3660305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3660312.750000 Penalty: 5146.536621
	Iteration 34Q: 3 clusters Score -3660313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3660323.000000 Penalty: 5146.536621
	Iteration 35Q: 3 clusters Score -3660323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3660328.750000 Penalty: 5146.536621
	Iteration 36Q: 3 clusters Score -3660329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -3660340.750000 Penalty: 5146.536621
	Iteration 37Q: 3 clusters Score -3660341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3660343.750000 Penalty: 5146.536621
	Iteration 38Q: 3 clusters Score -3660344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -3660344.250000 Penalty: 5146.536621
	Iteration 39Q: 3 clusters Score -3660344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3660351.000000 Penalty: 5146.536621
	Iteration 40F: 3 clusters Score -3660351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3660359.250000 Penalty: 5146.536621
	Iteration 41Q: 3 clusters Score -3660359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3660365.000000 Penalty: 5146.536621
	Iteration 42Q: 3 clusters Score -3660365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -3660371.750000 Penalty: 5146.536621
	Iteration 43Q: 3 clusters Score -3660372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -3660368.500000 Penalty: 5146.536621
	Iteration 44Q: 3 clusters Score -3660368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -3660379.500000 Penalty: 5146.536621
	Iteration 45Q: 3 clusters Score -3660380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3660388.000000 Penalty: 5146.536621
	Iteration 46Q: 3 clusters Score -3660388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3660392.750000 Penalty: 5146.536621
	Iteration 47Q: 3 clusters Score -3660393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3660397.500000 Penalty: 5146.536621
	Iteration 48Q: 3 clusters Score -3660398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3660402.500000 Penalty: 5146.536621
	Iteration 49Q: 3 clusters Score -3660402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3660403.750000 Penalty: 5146.536621
	Iteration 50Q: 3 clusters Score -3660404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3660403.250000 Penalty: 5146.536621
	Iteration 51Q: 3 clusters Score -3660403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3660403.000000 Penalty: 5146.536621
	Iteration 52Q: 3 clusters Score -3660403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -3660404.750000 Penalty: 5146.536621
	Iteration 53Q: 3 clusters Score -3660405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -3660404.750000 Penalty: 5146.536621
	Iteration 54F: 3 clusters Score -3660405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (195518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195518 members 
Entering Unmasked Estep 
Score: -23446276.000000 Penalty: 3021.485107
	Iteration 0F: 2 clusters Score -2.344628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -23322850.000000 Penalty: 6042.970215
	Iteration 0F: 3 clusters Score -2.332285e+07 nChanged 93938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -23377520.000000 Penalty: 6042.970215
	Iteration 1F: 3 clusters Score -2.337752e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -23378968.000000 Penalty: 6042.970215
	Iteration 2Q: 3 clusters Score -2.337897e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -23381102.000000 Penalty: 6042.970215
	Iteration 3Q: 3 clusters Score -2.33811e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -23383926.000000 Penalty: 6042.970215
	Iteration 4Q: 3 clusters Score -2.338393e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 119625 members 
Entering Unmasked Estep 
Score: -23388122.000000 Penalty: 6042.970215
	Iteration 5Q: 3 clusters Score -2.338812e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -23394638.000000 Penalty: 6042.970215
	Iteration 6F: 3 clusters Score -2.339464e+07 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 143316 members 
Entering Unmasked Estep 
Score: -23404650.000000 Penalty: 6042.970215
	Iteration 7F: 3 clusters Score -2.340465e+07 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -23417284.000000 Penalty: 6042.970215
	Iteration 8F: 3 clusters Score -2.341728e+07 nChanged 15038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 173557 members 
Entering Unmasked Estep 
Score: -23428522.000000 Penalty: 6042.970215
	Iteration 9F: 3 clusters Score -2.342852e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -23436078.000000 Penalty: 6042.970215
	Iteration 10F: 3 clusters Score -2.343608e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 190925 members 
Entering Unmasked Estep 
Score: -23440284.000000 Penalty: 6042.970215
	Iteration 11Q: 3 clusters Score -2.344028e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 193622 members 
Entering Unmasked Estep 
Score: -23442152.000000 Penalty: 6042.970215
	Iteration 12Q: 3 clusters Score -2.344215e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 194646 members 
Entering Unmasked Estep 
Score: -23442904.000000 Penalty: 6042.970215
	Iteration 13Q: 3 clusters Score -2.34429e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 194956 members 
Entering Unmasked Estep 
Score: -23443254.000000 Penalty: 6042.970215
	Iteration 14Q: 3 clusters Score -2.344325e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 195089 members 
Entering Unmasked Estep 
Score: -23443408.000000 Penalty: 6042.970215
	Iteration 15Q: 3 clusters Score -2.344341e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 195138 members 
Entering Unmasked Estep 
Score: -23443512.000000 Penalty: 6042.970215
	Iteration 16Q: 3 clusters Score -2.344351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 195149 members 
Entering Unmasked Estep 
Score: -23443574.000000 Penalty: 6042.970215
	Iteration 17Q: 3 clusters Score -2.344357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195164 members 
Entering Unmasked Estep 
Score: -23443592.000000 Penalty: 6042.970215
	Iteration 18Q: 3 clusters Score -2.344359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 195169 members 
Entering Unmasked Estep 
Score: -23443614.000000 Penalty: 6042.970215
	Iteration 19Q: 3 clusters Score -2.344361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 195176 members 
Entering Unmasked Estep 
Score: -23443642.000000 Penalty: 6042.970215
	Iteration 20F: 3 clusters Score -2.344364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 195185 members 
Entering Unmasked Estep 
Score: -23443654.000000 Penalty: 6042.970215
	Iteration 21Q: 3 clusters Score -2.344365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195188 members 
Entering Unmasked Estep 
Score: -23443652.000000 Penalty: 6042.970215
	Iteration 22Q: 3 clusters Score -2.344365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 195192 members 
Entering Unmasked Estep 
Score: -23443654.000000 Penalty: 6042.970215
	Iteration 23Q: 3 clusters Score -2.344365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195195 members 
Entering Unmasked Estep 
Score: -23443658.000000 Penalty: 6042.970215
	Iteration 24Q: 3 clusters Score -2.344366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 195199 members 
Entering Unmasked Estep 
Score: -23443676.000000 Penalty: 6042.970215
	Iteration 25Q: 3 clusters Score -2.344368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 195196 members 
Entering Unmasked Estep 
Score: -23443670.000000 Penalty: 6042.970215
	Iteration 26Q: 3 clusters Score -2.344367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195197 members 
Entering Unmasked Estep 
Score: -23443668.000000 Penalty: 6042.970215
	Iteration 27Q: 3 clusters Score -2.344367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 195199 members 
Entering Unmasked Estep 
Score: -23443682.000000 Penalty: 6042.970215
	Iteration 28Q: 3 clusters Score -2.344368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 195199 members 
Entering Unmasked Estep 
Score: -23443682.000000 Penalty: 6042.970215
	Iteration 29F: 3 clusters Score -2.344368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159307 members 
Entering Unmasked Estep 
Score: -18817394.000000 Penalty: 2970.689941
	Iteration 0F: 2 clusters Score -1.881739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -18711356.000000 Penalty: 5941.379883
	Iteration 0F: 3 clusters Score -1.871136e+07 nChanged 76345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -18756868.000000 Penalty: 5941.379883
	Iteration 1F: 3 clusters Score -1.875687e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -18758902.000000 Penalty: 5941.379883
	Iteration 2Q: 3 clusters Score -1.87589e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -18761660.000000 Penalty: 5941.379883
	Iteration 3Q: 3 clusters Score -1.876166e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -18765698.000000 Penalty: 5941.379883
	Iteration 4F: 3 clusters Score -1.87657e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103343 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -18771154.000000 Penalty: 5941.379883
	Iteration 5F: 3 clusters Score -1.877115e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112005 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -18777872.000000 Penalty: 5941.379883
	Iteration 6F: 3 clusters Score -1.877787e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121278 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -18785780.000000 Penalty: 5941.379883
	Iteration 7F: 3 clusters Score -1.878578e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -18793444.000000 Penalty: 5941.379883
	Iteration 8F: 3 clusters Score -1.879344e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137615 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -18799762.000000 Penalty: 5941.379883
	Iteration 9Q: 3 clusters Score -1.879976e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143366 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -18804676.000000 Penalty: 5941.379883
	Iteration 10Q: 3 clusters Score -1.880468e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -18808014.000000 Penalty: 5941.379883
	Iteration 11Q: 3 clusters Score -1.880801e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150609 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -18810116.000000 Penalty: 5941.379883
	Iteration 12Q: 3 clusters Score -1.881012e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152931 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -18811624.000000 Penalty: 5941.379883
	Iteration 13Q: 3 clusters Score -1.881162e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -18812764.000000 Penalty: 5941.379883
	Iteration 14Q: 3 clusters Score -1.881276e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155978 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -18813536.000000 Penalty: 5941.379883
	Iteration 15Q: 3 clusters Score -1.881354e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156856 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -18814066.000000 Penalty: 5941.379883
	Iteration 16Q: 3 clusters Score -1.881407e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -18814354.000000 Penalty: 5941.379883
	Iteration 17Q: 3 clusters Score -1.881435e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -18814612.000000 Penalty: 5941.379883
	Iteration 18Q: 3 clusters Score -1.881461e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18814674.000000 Penalty: 5941.379883
	Iteration 19Q: 3 clusters Score -1.881467e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158180 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -18814746.000000 Penalty: 5941.379883
	Iteration 20F: 3 clusters Score -1.881475e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18814776.000000 Penalty: 5941.379883
	Iteration 21Q: 3 clusters Score -1.881478e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158336 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18814784.000000 Penalty: 5941.379883
	Iteration 22Q: 3 clusters Score -1.881478e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18814804.000000 Penalty: 5941.379883
	Iteration 23Q: 3 clusters Score -1.88148e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -18814826.000000 Penalty: 5941.379883
	Iteration 24Q: 3 clusters Score -1.881483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18814826.000000 Penalty: 5941.379883
	Iteration 25Q: 3 clusters Score -1.881483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158485 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -18814828.000000 Penalty: 5941.379883
	Iteration 26Q: 3 clusters Score -1.881483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158510 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -18814858.000000 Penalty: 5941.379883
	Iteration 27Q: 3 clusters Score -1.881486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -18814896.000000 Penalty: 5941.379883
	Iteration 28Q: 3 clusters Score -1.88149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158542 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18814890.000000 Penalty: 5941.379883
	Iteration 29Q: 3 clusters Score -1.881489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18814904.000000 Penalty: 5941.379883
	Iteration 30Q: 3 clusters Score -1.88149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -18814906.000000 Penalty: 5941.379883
	Iteration 31Q: 3 clusters Score -1.881491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18814908.000000 Penalty: 5941.379883
	Iteration 32Q: 3 clusters Score -1.881491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -18814908.000000 Penalty: 5941.379883
	Iteration 33Q: 3 clusters Score -1.881491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158592 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18814908.000000 Penalty: 5941.379883
	Iteration 34Q: 3 clusters Score -1.881491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158596 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18814918.000000 Penalty: 5941.379883
	Iteration 35Q: 3 clusters Score -1.881492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18814902.000000 Penalty: 5941.379883
	Iteration 36Q: 3 clusters Score -1.88149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18814904.000000 Penalty: 5941.379883
	Iteration 37Q: 3 clusters Score -1.88149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18814902.000000 Penalty: 5941.379883
	Iteration 38Q: 3 clusters Score -1.88149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18814912.000000 Penalty: 5941.379883
	Iteration 39Q: 3 clusters Score -1.881491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158617 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18814918.000000 Penalty: 5941.379883
	Iteration 40F: 3 clusters Score -1.881492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -18814930.000000 Penalty: 5941.379883
	Iteration 41Q: 3 clusters Score -1.881493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158628 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18814934.000000 Penalty: 5941.379883
	Iteration 42Q: 3 clusters Score -1.881493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18814934.000000 Penalty: 5941.379883
	Iteration 43Q: 3 clusters Score -1.881493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18814948.000000 Penalty: 5941.379883
	Iteration 44Q: 3 clusters Score -1.881495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -18814952.000000 Penalty: 5941.379883
	Iteration 45Q: 3 clusters Score -1.881495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158635 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18814958.000000 Penalty: 5941.379883
	Iteration 46Q: 3 clusters Score -1.881496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158635 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18814958.000000 Penalty: 5941.379883
	Iteration 47F: 3 clusters Score -1.881496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Entering Unmasked Estep 
Score: -8408194.000000 Penalty: 2766.019287
	Iteration 0F: 2 clusters Score -8408194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -8361348.500000 Penalty: 5532.038574
	Iteration 0F: 3 clusters Score -8361348 nChanged 32752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8379850.000000 Penalty: 5532.038574
	Iteration 1F: 3 clusters Score -8379850 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -8380713.500000 Penalty: 5532.038574
	Iteration 2Q: 3 clusters Score -8380714 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -8381696.000000 Penalty: 5532.038574
	Iteration 3Q: 3 clusters Score -8381696 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -8383007.500000 Penalty: 5532.038574
	Iteration 4Q: 3 clusters Score -8383008 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -8384977.000000 Penalty: 5532.038574
	Iteration 5F: 3 clusters Score -8384977 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -8387963.500000 Penalty: 5532.038574
	Iteration 6F: 3 clusters Score -8387964 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -8392371.000000 Penalty: 5532.038574
	Iteration 7F: 3 clusters Score -8392371 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -8397364.000000 Penalty: 5532.038574
	Iteration 8F: 3 clusters Score -8397364 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8401740.000000 Penalty: 5532.038574
	Iteration 9F: 3 clusters Score -8401740 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8404215.000000 Penalty: 5532.038574
	Iteration 10Q: 3 clusters Score -8404215 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8405203.000000 Penalty: 5532.038574
	Iteration 11Q: 3 clusters Score -8405203 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8405533.000000 Penalty: 5532.038574
	Iteration 12Q: 3 clusters Score -8405533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8405658.000000 Penalty: 5532.038574
	Iteration 13Q: 3 clusters Score -8405658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8405715.000000 Penalty: 5532.038574
	Iteration 14Q: 3 clusters Score -8405715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8405745.000000 Penalty: 5532.038574
	Iteration 15Q: 3 clusters Score -8405745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8405762.000000 Penalty: 5532.038574
	Iteration 16Q: 3 clusters Score -8405762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8405783.000000 Penalty: 5532.038574
	Iteration 17Q: 3 clusters Score -8405783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8405790.000000 Penalty: 5532.038574
	Iteration 18Q: 3 clusters Score -8405790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8405787.000000 Penalty: 5532.038574
	Iteration 19Q: 3 clusters Score -8405787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8405799.000000 Penalty: 5532.038574
	Iteration 20F: 3 clusters Score -8405799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8405807.000000 Penalty: 5532.038574
	Iteration 21Q: 3 clusters Score -8405807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8405807.000000 Penalty: 5532.038574
	Iteration 22Q: 3 clusters Score -8405807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8405809.000000 Penalty: 5532.038574
	Iteration 23Q: 3 clusters Score -8405809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8405809.000000 Penalty: 5532.038574
	Iteration 24F: 3 clusters Score -8405809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Entering Unmasked Estep 
Score: -2834839.500000 Penalty: 2517.315430
	Iteration 0F: 2 clusters Score -2834840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2817057.000000 Penalty: 5034.630859
	Iteration 0F: 3 clusters Score -2817057 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2823716.000000 Penalty: 5034.630859
	Iteration 1F: 3 clusters Score -2823716 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2824827.750000 Penalty: 5034.630859
	Iteration 2F: 3 clusters Score -2824828 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2826195.000000 Penalty: 5034.630859
	Iteration 3F: 3 clusters Score -2826195 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2827710.000000 Penalty: 5034.630859
	Iteration 4F: 3 clusters Score -2827710 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2829281.500000 Penalty: 5034.630859
	Iteration 5F: 3 clusters Score -2829282 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2830639.750000 Penalty: 5034.630859
	Iteration 6F: 3 clusters Score -2830640 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2831610.000000 Penalty: 5034.630859
	Iteration 7F: 3 clusters Score -2831610 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2832171.500000 Penalty: 5034.630859
	Iteration 8Q: 3 clusters Score -2832172 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2832478.250000 Penalty: 5034.630859
	Iteration 9Q: 3 clusters Score -2832478 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2832644.750000 Penalty: 5034.630859
	Iteration 10Q: 3 clusters Score -2832645 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2832775.250000 Penalty: 5034.630859
	Iteration 11Q: 3 clusters Score -2832775 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2832871.250000 Penalty: 5034.630859
	Iteration 12Q: 3 clusters Score -2832871 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2832959.250000 Penalty: 5034.630859
	Iteration 13Q: 3 clusters Score -2832959 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2833026.000000 Penalty: 5034.630859
	Iteration 14Q: 3 clusters Score -2833026 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2833094.500000 Penalty: 5034.630859
	Iteration 15Q: 3 clusters Score -2833094 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2833147.000000 Penalty: 5034.630859
	Iteration 16Q: 3 clusters Score -2833147 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2833197.250000 Penalty: 5034.630859
	Iteration 17Q: 3 clusters Score -2833197 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2833231.250000 Penalty: 5034.630859
	Iteration 18Q: 3 clusters Score -2833231 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2833286.250000 Penalty: 5034.630859
	Iteration 19Q: 3 clusters Score -2833286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2833326.500000 Penalty: 5034.630859
	Iteration 20F: 3 clusters Score -2833326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2833368.500000 Penalty: 5034.630859
	Iteration 21Q: 3 clusters Score -2833368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2833398.500000 Penalty: 5034.630859
	Iteration 22Q: 3 clusters Score -2833398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2833454.750000 Penalty: 5034.630859
	Iteration 23Q: 3 clusters Score -2833455 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2833514.750000 Penalty: 5034.630859
	Iteration 24Q: 3 clusters Score -2833515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2833550.000000 Penalty: 5034.630859
	Iteration 25Q: 3 clusters Score -2833550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2833589.500000 Penalty: 5034.630859
	Iteration 26Q: 3 clusters Score -2833590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2833621.500000 Penalty: 5034.630859
	Iteration 27Q: 3 clusters Score -2833622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2833648.000000 Penalty: 5034.630859
	Iteration 28Q: 3 clusters Score -2833648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2833662.250000 Penalty: 5034.630859
	Iteration 29Q: 3 clusters Score -2833662 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2833706.250000 Penalty: 5034.630859
	Iteration 30Q: 3 clusters Score -2833706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2833752.000000 Penalty: 5034.630859
	Iteration 31Q: 3 clusters Score -2833752 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2833780.750000 Penalty: 5034.630859
	Iteration 32Q: 3 clusters Score -2833781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2833813.000000 Penalty: 5034.630859
	Iteration 33Q: 3 clusters Score -2833813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2833852.500000 Penalty: 5034.630859
	Iteration 34Q: 3 clusters Score -2833852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2833869.000000 Penalty: 5034.630859
	Iteration 35Q: 3 clusters Score -2833869 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2833901.750000 Penalty: 5034.630859
	Iteration 36Q: 3 clusters Score -2833902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2833916.000000 Penalty: 5034.630859
	Iteration 37Q: 3 clusters Score -2833916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2833930.500000 Penalty: 5034.630859
	Iteration 38Q: 3 clusters Score -2833930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2833950.750000 Penalty: 5034.630859
	Iteration 39Q: 3 clusters Score -2833951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2833980.000000 Penalty: 5034.630859
	Iteration 40F: 3 clusters Score -2833980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2834004.000000 Penalty: 5034.630859
	Iteration 41Q: 3 clusters Score -2834004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2834027.750000 Penalty: 5034.630859
	Iteration 42Q: 3 clusters Score -2834028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2834063.250000 Penalty: 5034.630859
	Iteration 43Q: 3 clusters Score -2834063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2834081.750000 Penalty: 5034.630859
	Iteration 44Q: 3 clusters Score -2834082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2834093.500000 Penalty: 5034.630859
	Iteration 45Q: 3 clusters Score -2834094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2834117.500000 Penalty: 5034.630859
	Iteration 46Q: 3 clusters Score -2834118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2834136.000000 Penalty: 5034.630859
	Iteration 47Q: 3 clusters Score -2834136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2834154.000000 Penalty: 5034.630859
	Iteration 48Q: 3 clusters Score -2834154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2834164.750000 Penalty: 5034.630859
	Iteration 49Q: 3 clusters Score -2834165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2834182.500000 Penalty: 5034.630859
	Iteration 50Q: 3 clusters Score -2834182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2834205.750000 Penalty: 5034.630859
	Iteration 51Q: 3 clusters Score -2834206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2834231.250000 Penalty: 5034.630859
	Iteration 52Q: 3 clusters Score -2834231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2834260.000000 Penalty: 5034.630859
	Iteration 53Q: 3 clusters Score -2834260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2834313.750000 Penalty: 5034.630859
	Iteration 54Q: 3 clusters Score -2834314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2834366.250000 Penalty: 5034.630859
	Iteration 55Q: 3 clusters Score -2834366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2834409.250000 Penalty: 5034.630859
	Iteration 56Q: 3 clusters Score -2834409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2834439.000000 Penalty: 5034.630859
	Iteration 57Q: 3 clusters Score -2834439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2834470.500000 Penalty: 5034.630859
	Iteration 58Q: 3 clusters Score -2834470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2834508.750000 Penalty: 5034.630859
	Iteration 59Q: 3 clusters Score -2834509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2834547.500000 Penalty: 5034.630859
	Iteration 60F: 3 clusters Score -2834548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -2834582.000000 Penalty: 5034.630859
	Iteration 61Q: 3 clusters Score -2834582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2834620.250000 Penalty: 5034.630859
	Iteration 62Q: 3 clusters Score -2834620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2834669.250000 Penalty: 5034.630859
	Iteration 63Q: 3 clusters Score -2834669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2834700.750000 Penalty: 5034.630859
	Iteration 64Q: 3 clusters Score -2834701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2834716.250000 Penalty: 5034.630859
	Iteration 65Q: 3 clusters Score -2834716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2834730.250000 Penalty: 5034.630859
	Iteration 66Q: 3 clusters Score -2834730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2834739.500000 Penalty: 5034.630859
	Iteration 67Q: 3 clusters Score -2834740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2834745.250000 Penalty: 5034.630859
	Iteration 68Q: 3 clusters Score -2834745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2834747.250000 Penalty: 5034.630859
	Iteration 69Q: 3 clusters Score -2834747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2834752.250000 Penalty: 5034.630859
	Iteration 70Q: 3 clusters Score -2834752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2834761.250000 Penalty: 5034.630859
	Iteration 71Q: 3 clusters Score -2834761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2834765.250000 Penalty: 5034.630859
	Iteration 72Q: 3 clusters Score -2834765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2834766.000000 Penalty: 5034.630859
	Iteration 73Q: 3 clusters Score -2834766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2834767.500000 Penalty: 5034.630859
	Iteration 74Q: 3 clusters Score -2834768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2834767.500000 Penalty: 5034.630859
	Iteration 75Q: 3 clusters Score -2834768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2834769.000000 Penalty: 5034.630859
	Iteration 76Q: 3 clusters Score -2834769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2834767.000000 Penalty: 5034.630859
	Iteration 77Q: 3 clusters Score -2834767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2834767.000000 Penalty: 5034.630859
	Iteration 78Q: 3 clusters Score -2834767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2834767.000000 Penalty: 5034.630859
	Iteration 79F: 3 clusters Score -2834767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Entering Unmasked Estep 
Score: -5664729.000000 Penalty: 2675.434082
	Iteration 0F: 2 clusters Score -5664729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -5632091.000000 Penalty: 5350.868164
	Iteration 0F: 3 clusters Score -5632091 nChanged 22355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5644888.500000 Penalty: 5350.868164
	Iteration 1F: 3 clusters Score -5644888 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -5645873.000000 Penalty: 5350.868164
	Iteration 2Q: 3 clusters Score -5645873 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5647230.000000 Penalty: 5350.868164
	Iteration 3F: 3 clusters Score -5647230 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5649326.000000 Penalty: 5350.868164
	Iteration 4F: 3 clusters Score -5649326 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -5652033.000000 Penalty: 5350.868164
	Iteration 5F: 3 clusters Score -5652033 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5654611.500000 Penalty: 5350.868164
	Iteration 6F: 3 clusters Score -5654612 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5656588.500000 Penalty: 5350.868164
	Iteration 7F: 3 clusters Score -5656588 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -5657942.500000 Penalty: 5350.868164
	Iteration 8Q: 3 clusters Score -5657942 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -5658906.000000 Penalty: 5350.868164
	Iteration 9Q: 3 clusters Score -5658906 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -5659715.000000 Penalty: 5350.868164
	Iteration 10Q: 3 clusters Score -5659715 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5660481.000000 Penalty: 5350.868164
	Iteration 11Q: 3 clusters Score -5660481 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5661196.500000 Penalty: 5350.868164
	Iteration 12Q: 3 clusters Score -5661196 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5661854.000000 Penalty: 5350.868164
	Iteration 13Q: 3 clusters Score -5661854 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5662357.500000 Penalty: 5350.868164
	Iteration 14Q: 3 clusters Score -5662358 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5662749.500000 Penalty: 5350.868164
	Iteration 15Q: 3 clusters Score -5662750 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5662981.500000 Penalty: 5350.868164
	Iteration 16Q: 3 clusters Score -5662982 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5663143.500000 Penalty: 5350.868164
	Iteration 17Q: 3 clusters Score -5663144 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5663226.000000 Penalty: 5350.868164
	Iteration 18Q: 3 clusters Score -5663226 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5663263.500000 Penalty: 5350.868164
	Iteration 19Q: 3 clusters Score -5663264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5663327.000000 Penalty: 5350.868164
	Iteration 20F: 3 clusters Score -5663327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5663353.500000 Penalty: 5350.868164
	Iteration 21Q: 3 clusters Score -5663354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5663371.000000 Penalty: 5350.868164
	Iteration 22Q: 3 clusters Score -5663371 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5663386.000000 Penalty: 5350.868164
	Iteration 23Q: 3 clusters Score -5663386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5663397.500000 Penalty: 5350.868164
	Iteration 24Q: 3 clusters Score -5663398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5663401.500000 Penalty: 5350.868164
	Iteration 25Q: 3 clusters Score -5663402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5663402.500000 Penalty: 5350.868164
	Iteration 26Q: 3 clusters Score -5663402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5663411.500000 Penalty: 5350.868164
	Iteration 27Q: 3 clusters Score -5663412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5663409.000000 Penalty: 5350.868164
	Iteration 28Q: 3 clusters Score -5663409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5663428.500000 Penalty: 5350.868164
	Iteration 29Q: 3 clusters Score -5663428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5663426.500000 Penalty: 5350.868164
	Iteration 30Q: 3 clusters Score -5663426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5663413.500000 Penalty: 5350.868164
	Iteration 31Q: 3 clusters Score -5663414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5663412.000000 Penalty: 5350.868164
	Iteration 32Q: 3 clusters Score -5663412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5663420.000000 Penalty: 5350.868164
	Iteration 33Q: 3 clusters Score -5663420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5663428.000000 Penalty: 5350.868164
	Iteration 34Q: 3 clusters Score -5663428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5663435.000000 Penalty: 5350.868164
	Iteration 35Q: 3 clusters Score -5663435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5663437.000000 Penalty: 5350.868164
	Iteration 36Q: 3 clusters Score -5663437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5663437.000000 Penalty: 5350.868164
	Iteration 37Q: 3 clusters Score -5663437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5663447.500000 Penalty: 5350.868164
	Iteration 38Q: 3 clusters Score -5663448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5663448.500000 Penalty: 5350.868164
	Iteration 39Q: 3 clusters Score -5663448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5663445.500000 Penalty: 5350.868164
	Iteration 40F: 3 clusters Score -5663446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5663449.000000 Penalty: 5350.868164
	Iteration 41Q: 3 clusters Score -5663449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5663446.000000 Penalty: 5350.868164
	Iteration 42Q: 3 clusters Score -5663446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5663449.000000 Penalty: 5350.868164
	Iteration 43Q: 3 clusters Score -5663449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5663448.500000 Penalty: 5350.868164
	Iteration 44Q: 3 clusters Score -5663448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5663449.500000 Penalty: 5350.868164
	Iteration 45Q: 3 clusters Score -5663450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5663455.000000 Penalty: 5350.868164
	Iteration 46Q: 3 clusters Score -5663455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5663448.000000 Penalty: 5350.868164
	Iteration 47Q: 3 clusters Score -5663448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5663454.500000 Penalty: 5350.868164
	Iteration 48Q: 3 clusters Score -5663454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5663448.000000 Penalty: 5350.868164
	Iteration 49Q: 3 clusters Score -5663448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5663449.000000 Penalty: 5350.868164
	Iteration 50Q: 3 clusters Score -5663449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5663449.000000 Penalty: 5350.868164
	Iteration 51Q: 3 clusters Score -5663449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5663448.000000 Penalty: 5350.868164
	Iteration 52Q: 3 clusters Score -5663448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5663448.000000 Penalty: 5350.868164
	Iteration 53F: 3 clusters Score -5663448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Entering Unmasked Estep 
Score: -12681294.000000 Penalty: 2871.256104
	Iteration 0F: 2 clusters Score -1.268129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -12609745.000000 Penalty: 5742.512207
	Iteration 0F: 3 clusters Score -1.260974e+07 nChanged 50547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -12639085.000000 Penalty: 5742.512207
	Iteration 1F: 3 clusters Score -1.263908e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -12640514.000000 Penalty: 5742.512207
	Iteration 2Q: 3 clusters Score -1.264051e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -12642780.000000 Penalty: 5742.512207
	Iteration 3Q: 3 clusters Score -1.264278e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -12646403.000000 Penalty: 5742.512207
	Iteration 4F: 3 clusters Score -1.26464e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -12651897.000000 Penalty: 5742.512207
	Iteration 5F: 3 clusters Score -1.26519e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -12658479.000000 Penalty: 5742.512207
	Iteration 6F: 3 clusters Score -1.265848e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -12665303.000000 Penalty: 5742.512207
	Iteration 7F: 3 clusters Score -1.26653e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -12670988.000000 Penalty: 5742.512207
	Iteration 8F: 3 clusters Score -1.267099e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -12674709.000000 Penalty: 5742.512207
	Iteration 9Q: 3 clusters Score -1.267471e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -12676787.000000 Penalty: 5742.512207
	Iteration 10Q: 3 clusters Score -1.267679e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -12677825.000000 Penalty: 5742.512207
	Iteration 11Q: 3 clusters Score -1.267782e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12678383.000000 Penalty: 5742.512207
	Iteration 12Q: 3 clusters Score -1.267838e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -12678644.000000 Penalty: 5742.512207
	Iteration 13Q: 3 clusters Score -1.267864e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104747 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -12678812.000000 Penalty: 5742.512207
	Iteration 14Q: 3 clusters Score -1.267881e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104880 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -12678967.000000 Penalty: 5742.512207
	Iteration 15Q: 3 clusters Score -1.267897e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12679006.000000 Penalty: 5742.512207
	Iteration 16Q: 3 clusters Score -1.267901e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -12679071.000000 Penalty: 5742.512207
	Iteration 17Q: 3 clusters Score -1.267907e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -12679108.000000 Penalty: 5742.512207
	Iteration 18Q: 3 clusters Score -1.267911e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -12679142.000000 Penalty: 5742.512207
	Iteration 19Q: 3 clusters Score -1.267914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105032 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12679170.000000 Penalty: 5742.512207
	Iteration 20F: 3 clusters Score -1.267917e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -12679197.000000 Penalty: 5742.512207
	Iteration 21Q: 3 clusters Score -1.26792e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12679194.000000 Penalty: 5742.512207
	Iteration 22Q: 3 clusters Score -1.267919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12679200.000000 Penalty: 5742.512207
	Iteration 23Q: 3 clusters Score -1.26792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12679210.000000 Penalty: 5742.512207
	Iteration 24Q: 3 clusters Score -1.267921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12679234.000000 Penalty: 5742.512207
	Iteration 25Q: 3 clusters Score -1.267923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12679226.000000 Penalty: 5742.512207
	Iteration 26Q: 3 clusters Score -1.267923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12679231.000000 Penalty: 5742.512207
	Iteration 27Q: 3 clusters Score -1.267923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12679236.000000 Penalty: 5742.512207
	Iteration 28Q: 3 clusters Score -1.267924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12679245.000000 Penalty: 5742.512207
	Iteration 29Q: 3 clusters Score -1.267924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12679242.000000 Penalty: 5742.512207
	Iteration 30Q: 3 clusters Score -1.267924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105077 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12679243.000000 Penalty: 5742.512207
	Iteration 31Q: 3 clusters Score -1.267924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12679255.000000 Penalty: 5742.512207
	Iteration 32Q: 3 clusters Score -1.267926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12679267.000000 Penalty: 5742.512207
	Iteration 33Q: 3 clusters Score -1.267927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -12679262.000000 Penalty: 5742.512207
	Iteration 34Q: 3 clusters Score -1.267926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12679258.000000 Penalty: 5742.512207
	Iteration 35Q: 3 clusters Score -1.267926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -12679254.000000 Penalty: 5742.512207
	Iteration 36Q: 3 clusters Score -1.267925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12679262.000000 Penalty: 5742.512207
	Iteration 37Q: 3 clusters Score -1.267926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12679265.000000 Penalty: 5742.512207
	Iteration 38Q: 3 clusters Score -1.267926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12679261.000000 Penalty: 5742.512207
	Iteration 39Q: 3 clusters Score -1.267926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12679257.000000 Penalty: 5742.512207
	Iteration 40F: 3 clusters Score -1.267926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12679260.000000 Penalty: 5742.512207
	Iteration 41Q: 3 clusters Score -1.267926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105094 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12679264.000000 Penalty: 5742.512207
	Iteration 42Q: 3 clusters Score -1.267926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12679263.000000 Penalty: 5742.512207
	Iteration 43Q: 3 clusters Score -1.267926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12679270.000000 Penalty: 5742.512207
	Iteration 44Q: 3 clusters Score -1.267927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12679261.000000 Penalty: 5742.512207
	Iteration 45Q: 3 clusters Score -1.267926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12679265.000000 Penalty: 5742.512207
	Iteration 46Q: 3 clusters Score -1.267926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12679279.000000 Penalty: 5742.512207
	Iteration 47Q: 3 clusters Score -1.267928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12679274.000000 Penalty: 5742.512207
	Iteration 48Q: 3 clusters Score -1.267927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12679281.000000 Penalty: 5742.512207
	Iteration 49Q: 3 clusters Score -1.267928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12679281.000000 Penalty: 5742.512207
	Iteration 50F: 3 clusters Score -1.267928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Entering Unmasked Estep 
Score: -5983541.500000 Penalty: 2680.019775
	Iteration 0F: 2 clusters Score -5983542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -5950469.500000 Penalty: 5360.039551
	Iteration 0F: 3 clusters Score -5950470 nChanged 22775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5963021.500000 Penalty: 5360.039551
	Iteration 1F: 3 clusters Score -5963022 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5963572.500000 Penalty: 5360.039551
	Iteration 2Q: 3 clusters Score -5963572 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5964090.500000 Penalty: 5360.039551
	Iteration 3Q: 3 clusters Score -5964090 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5964617.500000 Penalty: 5360.039551
	Iteration 4Q: 3 clusters Score -5964618 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -5965246.000000 Penalty: 5360.039551
	Iteration 5Q: 3 clusters Score -5965246 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5966031.500000 Penalty: 5360.039551
	Iteration 6Q: 3 clusters Score -5966032 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -5967142.500000 Penalty: 5360.039551
	Iteration 7Q: 3 clusters Score -5967142 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5968962.500000 Penalty: 5360.039551
	Iteration 8F: 3 clusters Score -5968962 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -5971507.500000 Penalty: 5360.039551
	Iteration 9F: 3 clusters Score -5971508 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5974359.000000 Penalty: 5360.039551
	Iteration 10F: 3 clusters Score -5974359 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -5976362.500000 Penalty: 5360.039551
	Iteration 11F: 3 clusters Score -5976362 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5977337.000000 Penalty: 5360.039551
	Iteration 12Q: 3 clusters Score -5977337 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5977816.500000 Penalty: 5360.039551
	Iteration 13Q: 3 clusters Score -5977816 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5978108.500000 Penalty: 5360.039551
	Iteration 14Q: 3 clusters Score -5978108 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5978399.000000 Penalty: 5360.039551
	Iteration 15Q: 3 clusters Score -5978399 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5978687.000000 Penalty: 5360.039551
	Iteration 16Q: 3 clusters Score -5978687 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5978885.000000 Penalty: 5360.039551
	Iteration 17Q: 3 clusters Score -5978885 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5979042.000000 Penalty: 5360.039551
	Iteration 18Q: 3 clusters Score -5979042 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5979203.500000 Penalty: 5360.039551
	Iteration 19Q: 3 clusters Score -5979204 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5979388.000000 Penalty: 5360.039551
	Iteration 20F: 3 clusters Score -5979388 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -5979526.000000 Penalty: 5360.039551
	Iteration 21Q: 3 clusters Score -5979526 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5979640.500000 Penalty: 5360.039551
	Iteration 22Q: 3 clusters Score -5979640 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5979771.500000 Penalty: 5360.039551
	Iteration 23Q: 3 clusters Score -5979772 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5979912.000000 Penalty: 5360.039551
	Iteration 24Q: 3 clusters Score -5979912 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -5980000.500000 Penalty: 5360.039551
	Iteration 25Q: 3 clusters Score -5980000 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -5980136.500000 Penalty: 5360.039551
	Iteration 26Q: 3 clusters Score -5980136 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5980262.000000 Penalty: 5360.039551
	Iteration 27Q: 3 clusters Score -5980262 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5980386.000000 Penalty: 5360.039551
	Iteration 28Q: 3 clusters Score -5980386 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5980457.000000 Penalty: 5360.039551
	Iteration 29Q: 3 clusters Score -5980457 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5980569.500000 Penalty: 5360.039551
	Iteration 30Q: 3 clusters Score -5980570 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5980662.000000 Penalty: 5360.039551
	Iteration 31Q: 3 clusters Score -5980662 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5980735.500000 Penalty: 5360.039551
	Iteration 32Q: 3 clusters Score -5980736 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -5980807.500000 Penalty: 5360.039551
	Iteration 33Q: 3 clusters Score -5980808 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -5980897.500000 Penalty: 5360.039551
	Iteration 34Q: 3 clusters Score -5980898 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -5980960.500000 Penalty: 5360.039551
	Iteration 35Q: 3 clusters Score -5980960 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -5981024.500000 Penalty: 5360.039551
	Iteration 36Q: 3 clusters Score -5981024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -5981041.000000 Penalty: 5360.039551
	Iteration 37Q: 3 clusters Score -5981041 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -5981090.500000 Penalty: 5360.039551
	Iteration 38Q: 3 clusters Score -5981090 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -5981133.000000 Penalty: 5360.039551
	Iteration 39Q: 3 clusters Score -5981133 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -5981169.500000 Penalty: 5360.039551
	Iteration 40F: 3 clusters Score -5981170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -5981211.000000 Penalty: 5360.039551
	Iteration 41Q: 3 clusters Score -5981211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -5981254.500000 Penalty: 5360.039551
	Iteration 42Q: 3 clusters Score -5981254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -5981282.500000 Penalty: 5360.039551
	Iteration 43Q: 3 clusters Score -5981282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5981313.500000 Penalty: 5360.039551
	Iteration 44Q: 3 clusters Score -5981314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -5981338.500000 Penalty: 5360.039551
	Iteration 45Q: 3 clusters Score -5981338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -5981363.000000 Penalty: 5360.039551
	Iteration 46Q: 3 clusters Score -5981363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -5981376.000000 Penalty: 5360.039551
	Iteration 47Q: 3 clusters Score -5981376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5981402.000000 Penalty: 5360.039551
	Iteration 48Q: 3 clusters Score -5981402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -5981400.500000 Penalty: 5360.039551
	Iteration 49Q: 3 clusters Score -5981400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -5981408.000000 Penalty: 5360.039551
	Iteration 50Q: 3 clusters Score -5981408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -5981410.000000 Penalty: 5360.039551
	Iteration 51Q: 3 clusters Score -5981410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -5981418.000000 Penalty: 5360.039551
	Iteration 52Q: 3 clusters Score -5981418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -5981424.000000 Penalty: 5360.039551
	Iteration 53Q: 3 clusters Score -5981424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -5981422.500000 Penalty: 5360.039551
	Iteration 54Q: 3 clusters Score -5981422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -5981437.000000 Penalty: 5360.039551
	Iteration 55Q: 3 clusters Score -5981437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -5981420.000000 Penalty: 5360.039551
	Iteration 56Q: 3 clusters Score -5981420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -5981424.500000 Penalty: 5360.039551
	Iteration 57Q: 3 clusters Score -5981424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -5981443.000000 Penalty: 5360.039551
	Iteration 58Q: 3 clusters Score -5981443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -5981444.000000 Penalty: 5360.039551
	Iteration 59Q: 3 clusters Score -5981444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -5981460.000000 Penalty: 5360.039551
	Iteration 60F: 3 clusters Score -5981460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5981462.500000 Penalty: 5360.039551
	Iteration 61Q: 3 clusters Score -5981462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -5981468.000000 Penalty: 5360.039551
	Iteration 62Q: 3 clusters Score -5981468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -5981457.500000 Penalty: 5360.039551
	Iteration 63Q: 3 clusters Score -5981458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -5981449.000000 Penalty: 5360.039551
	Iteration 64Q: 3 clusters Score -5981449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -5981459.000000 Penalty: 5360.039551
	Iteration 65Q: 3 clusters Score -5981459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -5981458.500000 Penalty: 5360.039551
	Iteration 66Q: 3 clusters Score -5981458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -5981463.500000 Penalty: 5360.039551
	Iteration 67Q: 3 clusters Score -5981464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -5981472.500000 Penalty: 5360.039551
	Iteration 68Q: 3 clusters Score -5981472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -5981479.000000 Penalty: 5360.039551
	Iteration 69Q: 3 clusters Score -5981479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -5981483.000000 Penalty: 5360.039551
	Iteration 70Q: 3 clusters Score -5981483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -5981494.500000 Penalty: 5360.039551
	Iteration 71Q: 3 clusters Score -5981494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5981492.000000 Penalty: 5360.039551
	Iteration 72Q: 3 clusters Score -5981492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -5981491.500000 Penalty: 5360.039551
	Iteration 73Q: 3 clusters Score -5981492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5981496.000000 Penalty: 5360.039551
	Iteration 74Q: 3 clusters Score -5981496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -5981498.500000 Penalty: 5360.039551
	Iteration 75Q: 3 clusters Score -5981498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -5981499.000000 Penalty: 5360.039551
	Iteration 76Q: 3 clusters Score -5981499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -5981498.500000 Penalty: 5360.039551
	Iteration 77Q: 3 clusters Score -5981498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -5981501.000000 Penalty: 5360.039551
	Iteration 78Q: 3 clusters Score -5981501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5981497.000000 Penalty: 5360.039551
	Iteration 79Q: 3 clusters Score -5981497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -5981500.000000 Penalty: 5360.039551
	Iteration 80F: 3 clusters Score -5981500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -5981497.500000 Penalty: 5360.039551
	Iteration 81Q: 3 clusters Score -5981498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -5981487.500000 Penalty: 5360.039551
	Iteration 82Q: 3 clusters Score -5981488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -5981494.500000 Penalty: 5360.039551
	Iteration 83Q: 3 clusters Score -5981494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -5981505.500000 Penalty: 5360.039551
	Iteration 84Q: 3 clusters Score -5981506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -5981512.000000 Penalty: 5360.039551
	Iteration 85Q: 3 clusters Score -5981512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -5981508.000000 Penalty: 5360.039551
	Iteration 86Q: 3 clusters Score -5981508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -5981513.500000 Penalty: 5360.039551
	Iteration 87Q: 3 clusters Score -5981514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -5981510.000000 Penalty: 5360.039551
	Iteration 88Q: 3 clusters Score -5981510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -5981513.500000 Penalty: 5360.039551
	Iteration 89Q: 3 clusters Score -5981514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -5981516.500000 Penalty: 5360.039551
	Iteration 90Q: 3 clusters Score -5981516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -5981517.000000 Penalty: 5360.039551
	Iteration 91Q: 3 clusters Score -5981517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5981519.000000 Penalty: 5360.039551
	Iteration 92Q: 3 clusters Score -5981519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -5981521.500000 Penalty: 5360.039551
	Iteration 93Q: 3 clusters Score -5981522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -5981519.500000 Penalty: 5360.039551
	Iteration 94Q: 3 clusters Score -5981520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -5981521.500000 Penalty: 5360.039551
	Iteration 95Q: 3 clusters Score -5981522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -5981522.500000 Penalty: 5360.039551
	Iteration 96Q: 3 clusters Score -5981522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -5981529.500000 Penalty: 5360.039551
	Iteration 97Q: 3 clusters Score -5981530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5981527.500000 Penalty: 5360.039551
	Iteration 98Q: 3 clusters Score -5981528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -5981526.000000 Penalty: 5360.039551
	Iteration 99Q: 3 clusters Score -5981526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -5981533.500000 Penalty: 5360.039551
	Iteration 100F: 3 clusters Score -5981534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -5981533.000000 Penalty: 5360.039551
	Iteration 101Q: 3 clusters Score -5981533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -5981532.000000 Penalty: 5360.039551
	Iteration 102Q: 3 clusters Score -5981532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -5981530.500000 Penalty: 5360.039551
	Iteration 103Q: 3 clusters Score -5981530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -5981538.500000 Penalty: 5360.039551
	Iteration 104Q: 3 clusters Score -5981538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -5981547.000000 Penalty: 5360.039551
	Iteration 105Q: 3 clusters Score -5981547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -5981543.000000 Penalty: 5360.039551
	Iteration 106Q: 3 clusters Score -5981543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -5981544.500000 Penalty: 5360.039551
	Iteration 107Q: 3 clusters Score -5981544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -5981548.000000 Penalty: 5360.039551
	Iteration 108Q: 3 clusters Score -5981548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -5981557.500000 Penalty: 5360.039551
	Iteration 109Q: 3 clusters Score -5981558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -5981567.000000 Penalty: 5360.039551
	Iteration 110Q: 3 clusters Score -5981567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -5981565.000000 Penalty: 5360.039551
	Iteration 111Q: 3 clusters Score -5981565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -5981563.500000 Penalty: 5360.039551
	Iteration 112Q: 3 clusters Score -5981564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -5981564.500000 Penalty: 5360.039551
	Iteration 113Q: 3 clusters Score -5981564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -5981566.000000 Penalty: 5360.039551
	Iteration 114Q: 3 clusters Score -5981566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -5981565.000000 Penalty: 5360.039551
	Iteration 115Q: 3 clusters Score -5981565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -5981557.500000 Penalty: 5360.039551
	Iteration 116Q: 3 clusters Score -5981558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -5981561.000000 Penalty: 5360.039551
	Iteration 117Q: 3 clusters Score -5981561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -5981570.000000 Penalty: 5360.039551
	Iteration 118Q: 3 clusters Score -5981570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -5981570.000000 Penalty: 5360.039551
	Iteration 119F: 3 clusters Score -5981570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -422207.937500 Penalty: 2024.091675
	Iteration 0F: 2 clusters Score -422207.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -418623.093750 Penalty: 4048.183350
	Iteration 0F: 3 clusters Score -418623.1 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -419403.937500 Penalty: 4048.183350
	Iteration 1F: 3 clusters Score -419403.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -419571.125000 Penalty: 4048.183350
	Iteration 2F: 3 clusters Score -419571.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -419646.968750 Penalty: 4048.183350
	Iteration 3Q: 3 clusters Score -419647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -419693.625000 Penalty: 4048.183350
	Iteration 4Q: 3 clusters Score -419693.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -419728.250000 Penalty: 4048.183350
	Iteration 5Q: 3 clusters Score -419728.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -419754.906250 Penalty: 4048.183350
	Iteration 6Q: 3 clusters Score -419754.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -419776.375000 Penalty: 4048.183350
	Iteration 7Q: 3 clusters Score -419776.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -419791.500000 Penalty: 4048.183350
	Iteration 8Q: 3 clusters Score -419791.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -419803.000000 Penalty: 4048.183350
	Iteration 9Q: 3 clusters Score -419803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -419809.500000 Penalty: 4048.183350
	Iteration 10Q: 3 clusters Score -419809.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -419816.000000 Penalty: 4048.183350
	Iteration 11Q: 3 clusters Score -419816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -419823.812500 Penalty: 4048.183350
	Iteration 12Q: 3 clusters Score -419823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -419832.468750 Penalty: 4048.183350
	Iteration 13Q: 3 clusters Score -419832.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -419840.531250 Penalty: 4048.183350
	Iteration 14Q: 3 clusters Score -419840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -419845.593750 Penalty: 4048.183350
	Iteration 15Q: 3 clusters Score -419845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -419851.312500 Penalty: 4048.183350
	Iteration 16Q: 3 clusters Score -419851.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -419857.937500 Penalty: 4048.183350
	Iteration 17Q: 3 clusters Score -419857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -419864.437500 Penalty: 4048.183350
	Iteration 18Q: 3 clusters Score -419864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -419868.187500 Penalty: 4048.183350
	Iteration 19Q: 3 clusters Score -419868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -419869.656250 Penalty: 4048.183350
	Iteration 20F: 3 clusters Score -419869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -419870.343750 Penalty: 4048.183350
	Iteration 21Q: 3 clusters Score -419870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -419871.500000 Penalty: 4048.183350
	Iteration 22Q: 3 clusters Score -419871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -419875.000000 Penalty: 4048.183350
	Iteration 23Q: 3 clusters Score -419875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -419876.875000 Penalty: 4048.183350
	Iteration 24Q: 3 clusters Score -419876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -419880.031250 Penalty: 4048.183350
	Iteration 25Q: 3 clusters Score -419880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -419883.375000 Penalty: 4048.183350
	Iteration 26Q: 3 clusters Score -419883.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -419887.406250 Penalty: 4048.183350
	Iteration 27Q: 3 clusters Score -419887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -419893.937500 Penalty: 4048.183350
	Iteration 28Q: 3 clusters Score -419893.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -419899.125000 Penalty: 4048.183350
	Iteration 29Q: 3 clusters Score -419899.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -419902.781250 Penalty: 4048.183350
	Iteration 30Q: 3 clusters Score -419902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -419904.656250 Penalty: 4048.183350
	Iteration 31Q: 3 clusters Score -419904.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -419909.718750 Penalty: 4048.183350
	Iteration 32Q: 3 clusters Score -419909.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -419914.406250 Penalty: 4048.183350
	Iteration 33Q: 3 clusters Score -419914.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -419917.031250 Penalty: 4048.183350
	Iteration 34Q: 3 clusters Score -419917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -419921.000000 Penalty: 4048.183350
	Iteration 35Q: 3 clusters Score -419921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -419925.687500 Penalty: 4048.183350
	Iteration 36Q: 3 clusters Score -419925.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -419929.843750 Penalty: 4048.183350
	Iteration 37Q: 3 clusters Score -419929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -419933.187500 Penalty: 4048.183350
	Iteration 38Q: 3 clusters Score -419933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -419936.125000 Penalty: 4048.183350
	Iteration 39Q: 3 clusters Score -419936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -419936.406250 Penalty: 4048.183350
	Iteration 40F: 3 clusters Score -419936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -419937.500000 Penalty: 4048.183350
	Iteration 41Q: 3 clusters Score -419937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -419938.781250 Penalty: 4048.183350
	Iteration 42Q: 3 clusters Score -419938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -419939.625000 Penalty: 4048.183350
	Iteration 43Q: 3 clusters Score -419939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -419940.718750 Penalty: 4048.183350
	Iteration 44Q: 3 clusters Score -419940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -419941.343750 Penalty: 4048.183350
	Iteration 45Q: 3 clusters Score -419941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -419943.093750 Penalty: 4048.183350
	Iteration 46Q: 3 clusters Score -419943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -419943.968750 Penalty: 4048.183350
	Iteration 47Q: 3 clusters Score -419944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -419945.593750 Penalty: 4048.183350
	Iteration 48Q: 3 clusters Score -419945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -419948.406250 Penalty: 4048.183350
	Iteration 49Q: 3 clusters Score -419948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -419952.187500 Penalty: 4048.183350
	Iteration 50Q: 3 clusters Score -419952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -419956.750000 Penalty: 4048.183350
	Iteration 51Q: 3 clusters Score -419956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -419962.656250 Penalty: 4048.183350
	Iteration 52Q: 3 clusters Score -419962.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -419966.156250 Penalty: 4048.183350
	Iteration 53Q: 3 clusters Score -419966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -419967.562500 Penalty: 4048.183350
	Iteration 54Q: 3 clusters Score -419967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -419970.187500 Penalty: 4048.183350
	Iteration 55Q: 3 clusters Score -419970.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -419974.093750 Penalty: 4048.183350
	Iteration 56Q: 3 clusters Score -419974.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -419981.843750 Penalty: 4048.183350
	Iteration 57Q: 3 clusters Score -419981.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -419990.625000 Penalty: 4048.183350
	Iteration 58Q: 3 clusters Score -419990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -419997.218750 Penalty: 4048.183350
	Iteration 59Q: 3 clusters Score -419997.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -420003.187500 Penalty: 4048.183350
	Iteration 60F: 3 clusters Score -420003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -420010.031250 Penalty: 4048.183350
	Iteration 61Q: 3 clusters Score -420010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -420018.218750 Penalty: 4048.183350
	Iteration 62Q: 3 clusters Score -420018.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -420027.687500 Penalty: 4048.183350
	Iteration 63Q: 3 clusters Score -420027.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -420036.156250 Penalty: 4048.183350
	Iteration 64Q: 3 clusters Score -420036.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -420044.437500 Penalty: 4048.183350
	Iteration 65Q: 3 clusters Score -420044.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -420052.906250 Penalty: 4048.183350
	Iteration 66Q: 3 clusters Score -420052.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -420060.906250 Penalty: 4048.183350
	Iteration 67Q: 3 clusters Score -420060.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -420070.781250 Penalty: 4048.183350
	Iteration 68Q: 3 clusters Score -420070.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -420085.281250 Penalty: 4048.183350
	Iteration 69Q: 3 clusters Score -420085.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -420105.843750 Penalty: 4048.183350
	Iteration 70Q: 3 clusters Score -420105.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -420128.125000 Penalty: 4048.183350
	Iteration 71Q: 3 clusters Score -420128.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -420145.250000 Penalty: 4048.183350
	Iteration 72Q: 3 clusters Score -420145.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -420164.343750 Penalty: 4048.183350
	Iteration 73Q: 3 clusters Score -420164.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -420180.906250 Penalty: 4048.183350
	Iteration 74Q: 3 clusters Score -420180.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -420200.718750 Penalty: 4048.183350
	Iteration 75Q: 3 clusters Score -420200.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -420213.750000 Penalty: 4048.183350
	Iteration 76Q: 3 clusters Score -420213.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -420226.625000 Penalty: 4048.183350
	Iteration 77Q: 3 clusters Score -420226.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -420239.000000 Penalty: 4048.183350
	Iteration 78Q: 3 clusters Score -420239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -420248.843750 Penalty: 4048.183350
	Iteration 79Q: 3 clusters Score -420248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -420258.437500 Penalty: 4048.183350
	Iteration 80F: 3 clusters Score -420258.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -420265.000000 Penalty: 4048.183350
	Iteration 81Q: 3 clusters Score -420265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -420274.968750 Penalty: 4048.183350
	Iteration 82Q: 3 clusters Score -420275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -420290.406250 Penalty: 4048.183350
	Iteration 83Q: 3 clusters Score -420290.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -420302.531250 Penalty: 4048.183350
	Iteration 84Q: 3 clusters Score -420302.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -420312.625000 Penalty: 4048.183350
	Iteration 85Q: 3 clusters Score -420312.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -420320.531250 Penalty: 4048.183350
	Iteration 86Q: 3 clusters Score -420320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -420326.781250 Penalty: 4048.183350
	Iteration 87Q: 3 clusters Score -420326.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -420336.000000 Penalty: 4048.183350
	Iteration 88Q: 3 clusters Score -420336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -420347.343750 Penalty: 4048.183350
	Iteration 89Q: 3 clusters Score -420347.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -420361.218750 Penalty: 4048.183350
	Iteration 90Q: 3 clusters Score -420361.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -420371.343750 Penalty: 4048.183350
	Iteration 91Q: 3 clusters Score -420371.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -420384.062500 Penalty: 4048.183350
	Iteration 92Q: 3 clusters Score -420384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -420395.343750 Penalty: 4048.183350
	Iteration 93Q: 3 clusters Score -420395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -420406.437500 Penalty: 4048.183350
	Iteration 94Q: 3 clusters Score -420406.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -420416.156250 Penalty: 4048.183350
	Iteration 95Q: 3 clusters Score -420416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -420424.250000 Penalty: 4048.183350
	Iteration 96Q: 3 clusters Score -420424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -420434.500000 Penalty: 4048.183350
	Iteration 97Q: 3 clusters Score -420434.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -420442.500000 Penalty: 4048.183350
	Iteration 98Q: 3 clusters Score -420442.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -420452.156250 Penalty: 4048.183350
	Iteration 99Q: 3 clusters Score -420452.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -420466.187500 Penalty: 4048.183350
	Iteration 100F: 3 clusters Score -420466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -420474.937500 Penalty: 4048.183350
	Iteration 101Q: 3 clusters Score -420474.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -420490.031250 Penalty: 4048.183350
	Iteration 102Q: 3 clusters Score -420490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -420502.937500 Penalty: 4048.183350
	Iteration 103Q: 3 clusters Score -420502.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -420516.406250 Penalty: 4048.183350
	Iteration 104Q: 3 clusters Score -420516.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -420538.968750 Penalty: 4048.183350
	Iteration 105Q: 3 clusters Score -420539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -420563.468750 Penalty: 4048.183350
	Iteration 106Q: 3 clusters Score -420563.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -420597.343750 Penalty: 4048.183350
	Iteration 107Q: 3 clusters Score -420597.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -420632.593750 Penalty: 4048.183350
	Iteration 108Q: 3 clusters Score -420632.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -420662.625000 Penalty: 4048.183350
	Iteration 109Q: 3 clusters Score -420662.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -420680.468750 Penalty: 4048.183350
	Iteration 110Q: 3 clusters Score -420680.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -420699.843750 Penalty: 4048.183350
	Iteration 111Q: 3 clusters Score -420699.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -420722.937500 Penalty: 4048.183350
	Iteration 112Q: 3 clusters Score -420722.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -420736.031250 Penalty: 4048.183350
	Iteration 113Q: 3 clusters Score -420736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -420744.437500 Penalty: 4048.183350
	Iteration 114Q: 3 clusters Score -420744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -420751.250000 Penalty: 4048.183350
	Iteration 115Q: 3 clusters Score -420751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -420755.531250 Penalty: 4048.183350
	Iteration 116Q: 3 clusters Score -420755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -420755.937500 Penalty: 4048.183350
	Iteration 117Q: 3 clusters Score -420755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -420779.250000 Penalty: 4048.183350
	Iteration 118F: 3 clusters Score -420779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -420794.593750 Penalty: 4048.183350
	Iteration 119Q: 3 clusters Score -420794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -420803.812500 Penalty: 4048.183350
	Iteration 120F: 3 clusters Score -420803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -420809.531250 Penalty: 4048.183350
	Iteration 121Q: 3 clusters Score -420809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -420814.406250 Penalty: 4048.183350
	Iteration 122Q: 3 clusters Score -420814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -420815.718750 Penalty: 4048.183350
	Iteration 123Q: 3 clusters Score -420815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -420816.531250 Penalty: 4048.183350
	Iteration 124Q: 3 clusters Score -420816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -420816.531250 Penalty: 4048.183350
	Iteration 125F: 3 clusters Score -420816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Entering Unmasked Estep 
Score: -2704517.750000 Penalty: 2499.444824
	Iteration 0F: 2 clusters Score -2704518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2687976.000000 Penalty: 4998.889648
	Iteration 0F: 3 clusters Score -2687976 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2693670.000000 Penalty: 4998.889648
	Iteration 1F: 3 clusters Score -2693670 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2694279.500000 Penalty: 4998.889648
	Iteration 2F: 3 clusters Score -2694280 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2694946.000000 Penalty: 4998.889648
	Iteration 3F: 3 clusters Score -2694946 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2695772.000000 Penalty: 4998.889648
	Iteration 4F: 3 clusters Score -2695772 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2696705.000000 Penalty: 4998.889648
	Iteration 5F: 3 clusters Score -2696705 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2697682.250000 Penalty: 4998.889648
	Iteration 6F: 3 clusters Score -2697682 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2698599.250000 Penalty: 4998.889648
	Iteration 7F: 3 clusters Score -2698599 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2699355.000000 Penalty: 4998.889648
	Iteration 8F: 3 clusters Score -2699355 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2699917.500000 Penalty: 4998.889648
	Iteration 9Q: 3 clusters Score -2699918 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2700305.500000 Penalty: 4998.889648
	Iteration 10Q: 3 clusters Score -2700306 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2700618.500000 Penalty: 4998.889648
	Iteration 11Q: 3 clusters Score -2700618 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2700881.000000 Penalty: 4998.889648
	Iteration 12Q: 3 clusters Score -2700881 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2701102.750000 Penalty: 4998.889648
	Iteration 13Q: 3 clusters Score -2701103 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2701331.750000 Penalty: 4998.889648
	Iteration 14Q: 3 clusters Score -2701332 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2701488.250000 Penalty: 4998.889648
	Iteration 15Q: 3 clusters Score -2701488 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2701616.000000 Penalty: 4998.889648
	Iteration 16Q: 3 clusters Score -2701616 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2701765.250000 Penalty: 4998.889648
	Iteration 17Q: 3 clusters Score -2701765 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2701890.000000 Penalty: 4998.889648
	Iteration 18Q: 3 clusters Score -2701890 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2702010.750000 Penalty: 4998.889648
	Iteration 19Q: 3 clusters Score -2702011 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2702124.500000 Penalty: 4998.889648
	Iteration 20F: 3 clusters Score -2702124 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2702200.500000 Penalty: 4998.889648
	Iteration 21Q: 3 clusters Score -2702200 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2702290.250000 Penalty: 4998.889648
	Iteration 22Q: 3 clusters Score -2702290 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2702356.000000 Penalty: 4998.889648
	Iteration 23Q: 3 clusters Score -2702356 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2702415.000000 Penalty: 4998.889648
	Iteration 24Q: 3 clusters Score -2702415 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2702479.750000 Penalty: 4998.889648
	Iteration 25Q: 3 clusters Score -2702480 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2702528.000000 Penalty: 4998.889648
	Iteration 26Q: 3 clusters Score -2702528 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2702573.750000 Penalty: 4998.889648
	Iteration 27Q: 3 clusters Score -2702574 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2702614.000000 Penalty: 4998.889648
	Iteration 28Q: 3 clusters Score -2702614 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2702650.750000 Penalty: 4998.889648
	Iteration 29Q: 3 clusters Score -2702651 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2702690.500000 Penalty: 4998.889648
	Iteration 30Q: 3 clusters Score -2702690 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2702714.500000 Penalty: 4998.889648
	Iteration 31Q: 3 clusters Score -2702714 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2702763.750000 Penalty: 4998.889648
	Iteration 32Q: 3 clusters Score -2702764 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2702813.500000 Penalty: 4998.889648
	Iteration 33Q: 3 clusters Score -2702814 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2702857.500000 Penalty: 4998.889648
	Iteration 34Q: 3 clusters Score -2702858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2702911.250000 Penalty: 4998.889648
	Iteration 35Q: 3 clusters Score -2702911 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2702958.000000 Penalty: 4998.889648
	Iteration 36Q: 3 clusters Score -2702958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2702993.750000 Penalty: 4998.889648
	Iteration 37Q: 3 clusters Score -2702994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2703025.750000 Penalty: 4998.889648
	Iteration 38Q: 3 clusters Score -2703026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2703053.750000 Penalty: 4998.889648
	Iteration 39Q: 3 clusters Score -2703054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2703072.250000 Penalty: 4998.889648
	Iteration 40F: 3 clusters Score -2703072 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2703092.000000 Penalty: 4998.889648
	Iteration 41Q: 3 clusters Score -2703092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2703101.500000 Penalty: 4998.889648
	Iteration 42Q: 3 clusters Score -2703102 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2703117.250000 Penalty: 4998.889648
	Iteration 43Q: 3 clusters Score -2703117 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2703136.500000 Penalty: 4998.889648
	Iteration 44Q: 3 clusters Score -2703136 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2703151.500000 Penalty: 4998.889648
	Iteration 45Q: 3 clusters Score -2703152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2703167.500000 Penalty: 4998.889648
	Iteration 46Q: 3 clusters Score -2703168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2703187.000000 Penalty: 4998.889648
	Iteration 47Q: 3 clusters Score -2703187 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2703188.250000 Penalty: 4998.889648
	Iteration 48Q: 3 clusters Score -2703188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2703203.750000 Penalty: 4998.889648
	Iteration 49Q: 3 clusters Score -2703204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2703199.250000 Penalty: 4998.889648
	Iteration 50Q: 3 clusters Score -2703199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2703215.000000 Penalty: 4998.889648
	Iteration 51Q: 3 clusters Score -2703215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2703220.750000 Penalty: 4998.889648
	Iteration 52Q: 3 clusters Score -2703221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2703231.500000 Penalty: 4998.889648
	Iteration 53Q: 3 clusters Score -2703232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2703238.000000 Penalty: 4998.889648
	Iteration 54Q: 3 clusters Score -2703238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2703240.500000 Penalty: 4998.889648
	Iteration 55Q: 3 clusters Score -2703240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2703244.750000 Penalty: 4998.889648
	Iteration 56Q: 3 clusters Score -2703245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2703242.000000 Penalty: 4998.889648
	Iteration 57Q: 3 clusters Score -2703242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2703241.250000 Penalty: 4998.889648
	Iteration 58Q: 3 clusters Score -2703241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2703242.250000 Penalty: 4998.889648
	Iteration 59Q: 3 clusters Score -2703242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2703245.750000 Penalty: 4998.889648
	Iteration 60F: 3 clusters Score -2703246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2703254.250000 Penalty: 4998.889648
	Iteration 61Q: 3 clusters Score -2703254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2703251.500000 Penalty: 4998.889648
	Iteration 62Q: 3 clusters Score -2703252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2703253.750000 Penalty: 4998.889648
	Iteration 63Q: 3 clusters Score -2703254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2703254.500000 Penalty: 4998.889648
	Iteration 64Q: 3 clusters Score -2703254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2703260.250000 Penalty: 4998.889648
	Iteration 65Q: 3 clusters Score -2703260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2703258.250000 Penalty: 4998.889648
	Iteration 66Q: 3 clusters Score -2703258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2703255.250000 Penalty: 4998.889648
	Iteration 67Q: 3 clusters Score -2703255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2703261.750000 Penalty: 4998.889648
	Iteration 68Q: 3 clusters Score -2703262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2703259.000000 Penalty: 4998.889648
	Iteration 69Q: 3 clusters Score -2703259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2703260.000000 Penalty: 4998.889648
	Iteration 70Q: 3 clusters Score -2703260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2703265.500000 Penalty: 4998.889648
	Iteration 71Q: 3 clusters Score -2703266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2703263.750000 Penalty: 4998.889648
	Iteration 72Q: 3 clusters Score -2703264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2703268.250000 Penalty: 4998.889648
	Iteration 73Q: 3 clusters Score -2703268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2703268.750000 Penalty: 4998.889648
	Iteration 74Q: 3 clusters Score -2703269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2703265.250000 Penalty: 4998.889648
	Iteration 75Q: 3 clusters Score -2703265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2703267.250000 Penalty: 4998.889648
	Iteration 76Q: 3 clusters Score -2703267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2703274.250000 Penalty: 4998.889648
	Iteration 77Q: 3 clusters Score -2703274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2703270.000000 Penalty: 4998.889648
	Iteration 78Q: 3 clusters Score -2703270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2703268.000000 Penalty: 4998.889648
	Iteration 79Q: 3 clusters Score -2703268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2703273.250000 Penalty: 4998.889648
	Iteration 80F: 3 clusters Score -2703273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2703279.250000 Penalty: 4998.889648
	Iteration 81Q: 3 clusters Score -2703279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2703278.000000 Penalty: 4998.889648
	Iteration 82Q: 3 clusters Score -2703278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2703281.750000 Penalty: 4998.889648
	Iteration 83Q: 3 clusters Score -2703282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2703280.500000 Penalty: 4998.889648
	Iteration 84Q: 3 clusters Score -2703280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2703283.250000 Penalty: 4998.889648
	Iteration 85Q: 3 clusters Score -2703283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2703279.750000 Penalty: 4998.889648
	Iteration 86Q: 3 clusters Score -2703280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2703278.000000 Penalty: 4998.889648
	Iteration 87Q: 3 clusters Score -2703278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2703288.000000 Penalty: 4998.889648
	Iteration 88Q: 3 clusters Score -2703288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2703289.750000 Penalty: 4998.889648
	Iteration 89Q: 3 clusters Score -2703290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2703287.750000 Penalty: 4998.889648
	Iteration 90Q: 3 clusters Score -2703288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2703285.000000 Penalty: 4998.889648
	Iteration 91Q: 3 clusters Score -2703285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2703287.250000 Penalty: 4998.889648
	Iteration 92Q: 3 clusters Score -2703287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2703291.000000 Penalty: 4998.889648
	Iteration 93Q: 3 clusters Score -2703291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2703290.500000 Penalty: 4998.889648
	Iteration 94Q: 3 clusters Score -2703290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2703288.250000 Penalty: 4998.889648
	Iteration 95Q: 3 clusters Score -2703288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2703284.500000 Penalty: 4998.889648
	Iteration 96Q: 3 clusters Score -2703284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2703293.000000 Penalty: 4998.889648
	Iteration 97Q: 3 clusters Score -2703293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2703298.500000 Penalty: 4998.889648
	Iteration 98Q: 3 clusters Score -2703298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2703294.750000 Penalty: 4998.889648
	Iteration 99Q: 3 clusters Score -2703295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2703295.750000 Penalty: 4998.889648
	Iteration 100F: 3 clusters Score -2703296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2703293.500000 Penalty: 4998.889648
	Iteration 101Q: 3 clusters Score -2703294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2703294.250000 Penalty: 4998.889648
	Iteration 102Q: 3 clusters Score -2703294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2703299.250000 Penalty: 4998.889648
	Iteration 103Q: 3 clusters Score -2703299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2703303.750000 Penalty: 4998.889648
	Iteration 104Q: 3 clusters Score -2703304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2703302.000000 Penalty: 4998.889648
	Iteration 105Q: 3 clusters Score -2703302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2703300.000000 Penalty: 4998.889648
	Iteration 106Q: 3 clusters Score -2703300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2703301.000000 Penalty: 4998.889648
	Iteration 107Q: 3 clusters Score -2703301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2703300.000000 Penalty: 4998.889648
	Iteration 108Q: 3 clusters Score -2703300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2703299.250000 Penalty: 4998.889648
	Iteration 109Q: 3 clusters Score -2703299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2703299.250000 Penalty: 4998.889648
	Iteration 110Q: 3 clusters Score -2703299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2703299.250000 Penalty: 4998.889648
	Iteration 111F: 3 clusters Score -2703299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Entering Unmasked Estep 
Score: -3730010.000000 Penalty: 2579.255615
	Iteration 0F: 2 clusters Score -3730010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3707784.000000 Penalty: 5158.511230
	Iteration 0F: 3 clusters Score -3707784 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3715933.250000 Penalty: 5158.511230
	Iteration 1F: 3 clusters Score -3715933 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3716661.250000 Penalty: 5158.511230
	Iteration 2F: 3 clusters Score -3716661 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3717377.250000 Penalty: 5158.511230
	Iteration 3F: 3 clusters Score -3717377 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3718118.500000 Penalty: 5158.511230
	Iteration 4Q: 3 clusters Score -3718118 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3719029.250000 Penalty: 5158.511230
	Iteration 5Q: 3 clusters Score -3719029 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3720013.250000 Penalty: 5158.511230
	Iteration 6F: 3 clusters Score -3720013 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3721113.250000 Penalty: 5158.511230
	Iteration 7F: 3 clusters Score -3721113 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3722397.250000 Penalty: 5158.511230
	Iteration 8F: 3 clusters Score -3722397 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3723774.250000 Penalty: 5158.511230
	Iteration 9F: 3 clusters Score -3723774 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3724998.750000 Penalty: 5158.511230
	Iteration 10F: 3 clusters Score -3724999 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3726047.250000 Penalty: 5158.511230
	Iteration 11Q: 3 clusters Score -3726047 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3726863.500000 Penalty: 5158.511230
	Iteration 12Q: 3 clusters Score -3726864 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3727523.500000 Penalty: 5158.511230
	Iteration 13Q: 3 clusters Score -3727524 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3728053.250000 Penalty: 5158.511230
	Iteration 14Q: 3 clusters Score -3728053 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3728461.250000 Penalty: 5158.511230
	Iteration 15Q: 3 clusters Score -3728461 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3728687.750000 Penalty: 5158.511230
	Iteration 16Q: 3 clusters Score -3728688 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3728846.000000 Penalty: 5158.511230
	Iteration 17Q: 3 clusters Score -3728846 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3728945.750000 Penalty: 5158.511230
	Iteration 18Q: 3 clusters Score -3728946 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3729027.750000 Penalty: 5158.511230
	Iteration 19Q: 3 clusters Score -3729028 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3729064.500000 Penalty: 5158.511230
	Iteration 20F: 3 clusters Score -3729064 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3729126.750000 Penalty: 5158.511230
	Iteration 21Q: 3 clusters Score -3729127 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3729153.500000 Penalty: 5158.511230
	Iteration 22Q: 3 clusters Score -3729154 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3729162.000000 Penalty: 5158.511230
	Iteration 23Q: 3 clusters Score -3729162 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3729178.750000 Penalty: 5158.511230
	Iteration 24Q: 3 clusters Score -3729179 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3729196.750000 Penalty: 5158.511230
	Iteration 25Q: 3 clusters Score -3729197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3729225.750000 Penalty: 5158.511230
	Iteration 26Q: 3 clusters Score -3729226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3729222.250000 Penalty: 5158.511230
	Iteration 27Q: 3 clusters Score -3729222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3729248.750000 Penalty: 5158.511230
	Iteration 28Q: 3 clusters Score -3729249 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3729243.750000 Penalty: 5158.511230
	Iteration 29Q: 3 clusters Score -3729244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3729259.250000 Penalty: 5158.511230
	Iteration 30Q: 3 clusters Score -3729259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3729254.250000 Penalty: 5158.511230
	Iteration 31Q: 3 clusters Score -3729254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3729269.000000 Penalty: 5158.511230
	Iteration 32Q: 3 clusters Score -3729269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3729267.000000 Penalty: 5158.511230
	Iteration 33Q: 3 clusters Score -3729267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3729278.250000 Penalty: 5158.511230
	Iteration 34Q: 3 clusters Score -3729278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3729294.250000 Penalty: 5158.511230
	Iteration 35Q: 3 clusters Score -3729294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3729297.750000 Penalty: 5158.511230
	Iteration 36Q: 3 clusters Score -3729298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -3729288.000000 Penalty: 5158.511230
	Iteration 37Q: 3 clusters Score -3729288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3729293.750000 Penalty: 5158.511230
	Iteration 38Q: 3 clusters Score -3729294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3729309.000000 Penalty: 5158.511230
	Iteration 39Q: 3 clusters Score -3729309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3729296.250000 Penalty: 5158.511230
	Iteration 40F: 3 clusters Score -3729296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3729296.250000 Penalty: 5158.511230
	Iteration 41Q: 3 clusters Score -3729296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3729298.000000 Penalty: 5158.511230
	Iteration 42Q: 3 clusters Score -3729298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3729295.750000 Penalty: 5158.511230
	Iteration 43Q: 3 clusters Score -3729296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3729293.250000 Penalty: 5158.511230
	Iteration 44Q: 3 clusters Score -3729293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3729299.250000 Penalty: 5158.511230
	Iteration 45Q: 3 clusters Score -3729299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3729302.250000 Penalty: 5158.511230
	Iteration 46Q: 3 clusters Score -3729302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3729300.750000 Penalty: 5158.511230
	Iteration 47Q: 3 clusters Score -3729301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3729307.250000 Penalty: 5158.511230
	Iteration 48Q: 3 clusters Score -3729307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3729305.500000 Penalty: 5158.511230
	Iteration 49Q: 3 clusters Score -3729306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3729305.000000 Penalty: 5158.511230
	Iteration 50Q: 3 clusters Score -3729305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3729306.250000 Penalty: 5158.511230
	Iteration 51Q: 3 clusters Score -3729306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3729311.750000 Penalty: 5158.511230
	Iteration 52Q: 3 clusters Score -3729312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3729308.250000 Penalty: 5158.511230
	Iteration 53Q: 3 clusters Score -3729308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3729308.250000 Penalty: 5158.511230
	Iteration 54Q: 3 clusters Score -3729308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3729311.250000 Penalty: 5158.511230
	Iteration 55Q: 3 clusters Score -3729311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3729318.750000 Penalty: 5158.511230
	Iteration 56Q: 3 clusters Score -3729319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3729314.500000 Penalty: 5158.511230
	Iteration 57Q: 3 clusters Score -3729314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3729322.500000 Penalty: 5158.511230
	Iteration 58Q: 3 clusters Score -3729322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3729329.250000 Penalty: 5158.511230
	Iteration 59Q: 3 clusters Score -3729329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3729321.500000 Penalty: 5158.511230
	Iteration 60F: 3 clusters Score -3729322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3729323.000000 Penalty: 5158.511230
	Iteration 61Q: 3 clusters Score -3729323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3729324.000000 Penalty: 5158.511230
	Iteration 62Q: 3 clusters Score -3729324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3729326.250000 Penalty: 5158.511230
	Iteration 63Q: 3 clusters Score -3729326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3729330.000000 Penalty: 5158.511230
	Iteration 64Q: 3 clusters Score -3729330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3729321.250000 Penalty: 5158.511230
	Iteration 65Q: 3 clusters Score -3729321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3729327.500000 Penalty: 5158.511230
	Iteration 66Q: 3 clusters Score -3729328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3729332.500000 Penalty: 5158.511230
	Iteration 67Q: 3 clusters Score -3729332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3729327.750000 Penalty: 5158.511230
	Iteration 68Q: 3 clusters Score -3729328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3729332.750000 Penalty: 5158.511230
	Iteration 69Q: 3 clusters Score -3729333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3729326.000000 Penalty: 5158.511230
	Iteration 70Q: 3 clusters Score -3729326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3729340.000000 Penalty: 5158.511230
	Iteration 71Q: 3 clusters Score -3729340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3729338.250000 Penalty: 5158.511230
	Iteration 72Q: 3 clusters Score -3729338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3729347.750000 Penalty: 5158.511230
	Iteration 73Q: 3 clusters Score -3729348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3729344.250000 Penalty: 5158.511230
	Iteration 74Q: 3 clusters Score -3729344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3729348.750000 Penalty: 5158.511230
	Iteration 75Q: 3 clusters Score -3729349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3729349.250000 Penalty: 5158.511230
	Iteration 76Q: 3 clusters Score -3729349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -3729347.750000 Penalty: 5158.511230
	Iteration 77Q: 3 clusters Score -3729348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3729355.500000 Penalty: 5158.511230
	Iteration 78Q: 3 clusters Score -3729356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3729356.250000 Penalty: 5158.511230
	Iteration 79Q: 3 clusters Score -3729356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3729352.750000 Penalty: 5158.511230
	Iteration 80F: 3 clusters Score -3729353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3729349.750000 Penalty: 5158.511230
	Iteration 81Q: 3 clusters Score -3729350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3729348.000000 Penalty: 5158.511230
	Iteration 82Q: 3 clusters Score -3729348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3729353.250000 Penalty: 5158.511230
	Iteration 83Q: 3 clusters Score -3729353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3729358.250000 Penalty: 5158.511230
	Iteration 84Q: 3 clusters Score -3729358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3729361.250000 Penalty: 5158.511230
	Iteration 85Q: 3 clusters Score -3729361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3729359.750000 Penalty: 5158.511230
	Iteration 86Q: 3 clusters Score -3729360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3729348.500000 Penalty: 5158.511230
	Iteration 87Q: 3 clusters Score -3729348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3729356.000000 Penalty: 5158.511230
	Iteration 88Q: 3 clusters Score -3729356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3729360.500000 Penalty: 5158.511230
	Iteration 89Q: 3 clusters Score -3729360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3729360.250000 Penalty: 5158.511230
	Iteration 90Q: 3 clusters Score -3729360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3729362.750000 Penalty: 5158.511230
	Iteration 91Q: 3 clusters Score -3729363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3729359.500000 Penalty: 5158.511230
	Iteration 92Q: 3 clusters Score -3729360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3729359.500000 Penalty: 5158.511230
	Iteration 93Q: 3 clusters Score -3729360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3729363.750000 Penalty: 5158.511230
	Iteration 94Q: 3 clusters Score -3729364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3729360.750000 Penalty: 5158.511230
	Iteration 95Q: 3 clusters Score -3729361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3729361.250000 Penalty: 5158.511230
	Iteration 96Q: 3 clusters Score -3729361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3729362.750000 Penalty: 5158.511230
	Iteration 97Q: 3 clusters Score -3729363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3729361.500000 Penalty: 5158.511230
	Iteration 98Q: 3 clusters Score -3729362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3729362.500000 Penalty: 5158.511230
	Iteration 99Q: 3 clusters Score -3729362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3729364.750000 Penalty: 5158.511230
	Iteration 100F: 3 clusters Score -3729365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3729371.250000 Penalty: 5158.511230
	Iteration 101Q: 3 clusters Score -3729371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3729362.250000 Penalty: 5158.511230
	Iteration 102Q: 3 clusters Score -3729362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3729358.000000 Penalty: 5158.511230
	Iteration 103Q: 3 clusters Score -3729358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3729360.750000 Penalty: 5158.511230
	Iteration 104Q: 3 clusters Score -3729361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3729364.250000 Penalty: 5158.511230
	Iteration 105Q: 3 clusters Score -3729364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3729354.250000 Penalty: 5158.511230
	Iteration 106Q: 3 clusters Score -3729354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3729359.250000 Penalty: 5158.511230
	Iteration 107Q: 3 clusters Score -3729359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3729357.250000 Penalty: 5158.511230
	Iteration 108Q: 3 clusters Score -3729357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3729357.000000 Penalty: 5158.511230
	Iteration 109Q: 3 clusters Score -3729357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3729355.750000 Penalty: 5158.511230
	Iteration 110Q: 3 clusters Score -3729356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3729361.500000 Penalty: 5158.511230
	Iteration 111Q: 3 clusters Score -3729362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3729357.500000 Penalty: 5158.511230
	Iteration 112Q: 3 clusters Score -3729358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3729362.000000 Penalty: 5158.511230
	Iteration 113Q: 3 clusters Score -3729362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3729366.250000 Penalty: 5158.511230
	Iteration 114Q: 3 clusters Score -3729366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3729364.750000 Penalty: 5158.511230
	Iteration 115Q: 3 clusters Score -3729365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3729366.250000 Penalty: 5158.511230
	Iteration 116Q: 3 clusters Score -3729366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3729360.500000 Penalty: 5158.511230
	Iteration 117Q: 3 clusters Score -3729360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3729368.000000 Penalty: 5158.511230
	Iteration 118Q: 3 clusters Score -3729368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3729368.250000 Penalty: 5158.511230
	Iteration 119Q: 3 clusters Score -3729368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3729371.750000 Penalty: 5158.511230
	Iteration 120F: 3 clusters Score -3729372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3729377.500000 Penalty: 5158.511230
	Iteration 121Q: 3 clusters Score -3729378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3729374.500000 Penalty: 5158.511230
	Iteration 122Q: 3 clusters Score -3729374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3729371.250000 Penalty: 5158.511230
	Iteration 123Q: 3 clusters Score -3729371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3729371.250000 Penalty: 5158.511230
	Iteration 124Q: 3 clusters Score -3729371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3729377.750000 Penalty: 5158.511230
	Iteration 125Q: 3 clusters Score -3729378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3729378.750000 Penalty: 5158.511230
	Iteration 126Q: 3 clusters Score -3729379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3729383.000000 Penalty: 5158.511230
	Iteration 127Q: 3 clusters Score -3729383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3729387.000000 Penalty: 5158.511230
	Iteration 128Q: 3 clusters Score -3729387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3729383.750000 Penalty: 5158.511230
	Iteration 129Q: 3 clusters Score -3729384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3729383.250000 Penalty: 5158.511230
	Iteration 130Q: 3 clusters Score -3729383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3729385.500000 Penalty: 5158.511230
	Iteration 131Q: 3 clusters Score -3729386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3729383.750000 Penalty: 5158.511230
	Iteration 132Q: 3 clusters Score -3729384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3729382.750000 Penalty: 5158.511230
	Iteration 133Q: 3 clusters Score -3729383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3729388.750000 Penalty: 5158.511230
	Iteration 134Q: 3 clusters Score -3729389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3729388.000000 Penalty: 5158.511230
	Iteration 135Q: 3 clusters Score -3729388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3729389.500000 Penalty: 5158.511230
	Iteration 136Q: 3 clusters Score -3729390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3729387.500000 Penalty: 5158.511230
	Iteration 137Q: 3 clusters Score -3729388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3729385.500000 Penalty: 5158.511230
	Iteration 138Q: 3 clusters Score -3729386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3729387.750000 Penalty: 5158.511230
	Iteration 139Q: 3 clusters Score -3729388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3729385.750000 Penalty: 5158.511230
	Iteration 140F: 3 clusters Score -3729386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3729387.250000 Penalty: 5158.511230
	Iteration 141Q: 3 clusters Score -3729387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3729390.500000 Penalty: 5158.511230
	Iteration 142Q: 3 clusters Score -3729390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3729389.000000 Penalty: 5158.511230
	Iteration 143Q: 3 clusters Score -3729389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3729385.000000 Penalty: 5158.511230
	Iteration 144Q: 3 clusters Score -3729385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3729386.250000 Penalty: 5158.511230
	Iteration 145Q: 3 clusters Score -3729386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3729388.750000 Penalty: 5158.511230
	Iteration 146Q: 3 clusters Score -3729389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3729392.000000 Penalty: 5158.511230
	Iteration 147Q: 3 clusters Score -3729392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3729387.500000 Penalty: 5158.511230
	Iteration 148Q: 3 clusters Score -3729388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3729387.500000 Penalty: 5158.511230
	Iteration 149Q: 3 clusters Score -3729388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3729390.000000 Penalty: 5158.511230
	Iteration 150Q: 3 clusters Score -3729390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3729388.250000 Penalty: 5158.511230
	Iteration 151Q: 3 clusters Score -3729388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3729391.750000 Penalty: 5158.511230
	Iteration 152Q: 3 clusters Score -3729392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3729388.750000 Penalty: 5158.511230
	Iteration 153Q: 3 clusters Score -3729389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3729391.750000 Penalty: 5158.511230
	Iteration 154Q: 3 clusters Score -3729392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3729394.500000 Penalty: 5158.511230
	Iteration 155Q: 3 clusters Score -3729394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3729397.500000 Penalty: 5158.511230
	Iteration 156Q: 3 clusters Score -3729398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3729402.000000 Penalty: 5158.511230
	Iteration 157Q: 3 clusters Score -3729402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3729401.250000 Penalty: 5158.511230
	Iteration 158Q: 3 clusters Score -3729401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3729399.250000 Penalty: 5158.511230
	Iteration 159Q: 3 clusters Score -3729399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3729398.250000 Penalty: 5158.511230
	Iteration 160F: 3 clusters Score -3729398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3729396.000000 Penalty: 5158.511230
	Iteration 161Q: 3 clusters Score -3729396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3729394.250000 Penalty: 5158.511230
	Iteration 162Q: 3 clusters Score -3729394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3729393.000000 Penalty: 5158.511230
	Iteration 163Q: 3 clusters Score -3729393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3729394.750000 Penalty: 5158.511230
	Iteration 164Q: 3 clusters Score -3729395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3729394.750000 Penalty: 5158.511230
	Iteration 165F: 3 clusters Score -3729395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -124247.695312 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -124247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122268.992188 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -122269 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123131.671875 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -123131.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -123696.539062 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -123696.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123949.343750 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -123949.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -124031.578125 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -124031.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124078.625000 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -124078.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -124123.546875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -124123.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124173.609375 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -124173.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124241.218750 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -124241.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -124343.164062 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -124343.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124465.117188 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -124465.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124574.273438 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -124574.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124622.984375 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -124623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124660.882812 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -124660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -124692.164062 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -124692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -124725.007812 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -124725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -124737.687500 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -124737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -124748.273438 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -124748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -124763.531250 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -124763.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -124780.257812 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -124780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -124801.226562 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -124801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -124824.546875 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -124824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -124841.406250 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -124841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -124853.000000 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -124853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -124860.273438 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -124860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -124864.820312 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -124864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -124866.476562 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -124866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -124866.476562 Penalty: 3509.181641
	Iteration 27F: 3 clusters Score -124866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 210990 members 
Mstep: Class 7 contains 81596 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 32083 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 159307 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 106686 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 32867 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44143 members 
Mstep: Class 25 contains 242359 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 287 members 
Entering Unmasked Estep 
Score: -205513248.000000 Penalty: 110668.640625
Splitting cluster 21 changes total score from -205514448.000000 to -205513248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2812251.500000 Penalty: 2514.058838
	Iteration 0F: 2 clusters Score -2812252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2794799.750000 Penalty: 5028.117676
	Iteration 0F: 3 clusters Score -2794800 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2801657.000000 Penalty: 5028.117676
	Iteration 1F: 3 clusters Score -2801657 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2802847.500000 Penalty: 5028.117676
	Iteration 2F: 3 clusters Score -2802848 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2803991.500000 Penalty: 5028.117676
	Iteration 3F: 3 clusters Score -2803992 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2805079.000000 Penalty: 5028.117676
	Iteration 4F: 3 clusters Score -2805079 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2806011.750000 Penalty: 5028.117676
	Iteration 5F: 3 clusters Score -2806012 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2806759.500000 Penalty: 5028.117676
	Iteration 6F: 3 clusters Score -2806760 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2807429.500000 Penalty: 5028.117676
	Iteration 7Q: 3 clusters Score -2807430 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2808000.000000 Penalty: 5028.117676
	Iteration 8Q: 3 clusters Score -2808000 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2808572.000000 Penalty: 5028.117676
	Iteration 9Q: 3 clusters Score -2808572 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2809148.250000 Penalty: 5028.117676
	Iteration 10Q: 3 clusters Score -2809148 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2809576.250000 Penalty: 5028.117676
	Iteration 11Q: 3 clusters Score -2809576 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2809854.000000 Penalty: 5028.117676
	Iteration 12Q: 3 clusters Score -2809854 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2810081.750000 Penalty: 5028.117676
	Iteration 13Q: 3 clusters Score -2810082 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2810249.500000 Penalty: 5028.117676
	Iteration 14Q: 3 clusters Score -2810250 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2810399.250000 Penalty: 5028.117676
	Iteration 15Q: 3 clusters Score -2810399 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2810570.500000 Penalty: 5028.117676
	Iteration 16Q: 3 clusters Score -2810570 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2810747.750000 Penalty: 5028.117676
	Iteration 17Q: 3 clusters Score -2810748 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2810941.250000 Penalty: 5028.117676
	Iteration 18Q: 3 clusters Score -2810941 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2811244.750000 Penalty: 5028.117676
	Iteration 19Q: 3 clusters Score -2811245 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2811665.000000 Penalty: 5028.117676
	Iteration 20F: 3 clusters Score -2811665 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2812043.250000 Penalty: 5028.117676
	Iteration 21Q: 3 clusters Score -2812043 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2812324.500000 Penalty: 5028.117676
	Iteration 22Q: 3 clusters Score -2812324 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2812481.500000 Penalty: 5028.117676
	Iteration 23Q: 3 clusters Score -2812482 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2812591.250000 Penalty: 5028.117676
	Iteration 24Q: 3 clusters Score -2812591 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2812638.000000 Penalty: 5028.117676
	Iteration 25Q: 3 clusters Score -2812638 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2812681.500000 Penalty: 5028.117676
	Iteration 26Q: 3 clusters Score -2812682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2812717.000000 Penalty: 5028.117676
	Iteration 27Q: 3 clusters Score -2812717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2812733.000000 Penalty: 5028.117676
	Iteration 28Q: 3 clusters Score -2812733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2812738.500000 Penalty: 5028.117676
	Iteration 29Q: 3 clusters Score -2812738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2812756.000000 Penalty: 5028.117676
	Iteration 30Q: 3 clusters Score -2812756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2812766.750000 Penalty: 5028.117676
	Iteration 31Q: 3 clusters Score -2812767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2812780.750000 Penalty: 5028.117676
	Iteration 32Q: 3 clusters Score -2812781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2812793.000000 Penalty: 5028.117676
	Iteration 33Q: 3 clusters Score -2812793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2812795.750000 Penalty: 5028.117676
	Iteration 34Q: 3 clusters Score -2812796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2812809.750000 Penalty: 5028.117676
	Iteration 35Q: 3 clusters Score -2812810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2812809.750000 Penalty: 5028.117676
	Iteration 36Q: 3 clusters Score -2812810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2812817.000000 Penalty: 5028.117676
	Iteration 37Q: 3 clusters Score -2812817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2812814.750000 Penalty: 5028.117676
	Iteration 38Q: 3 clusters Score -2812815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2812818.500000 Penalty: 5028.117676
	Iteration 39Q: 3 clusters Score -2812818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2812821.250000 Penalty: 5028.117676
	Iteration 40F: 3 clusters Score -2812821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2812818.750000 Penalty: 5028.117676
	Iteration 41Q: 3 clusters Score -2812819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2812819.250000 Penalty: 5028.117676
	Iteration 42Q: 3 clusters Score -2812819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2812814.250000 Penalty: 5028.117676
	Iteration 43Q: 3 clusters Score -2812814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2812814.250000 Penalty: 5028.117676
	Iteration 44Q: 3 clusters Score -2812814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2812814.500000 Penalty: 5028.117676
	Iteration 45Q: 3 clusters Score -2812814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2812815.250000 Penalty: 5028.117676
	Iteration 46Q: 3 clusters Score -2812815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2812812.000000 Penalty: 5028.117676
	Iteration 47Q: 3 clusters Score -2812812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2812815.000000 Penalty: 5028.117676
	Iteration 48Q: 3 clusters Score -2812815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2812813.500000 Penalty: 5028.117676
	Iteration 49Q: 3 clusters Score -2812814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2812814.000000 Penalty: 5028.117676
	Iteration 50Q: 3 clusters Score -2812814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2812815.000000 Penalty: 5028.117676
	Iteration 51Q: 3 clusters Score -2812815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2812815.000000 Penalty: 5028.117676
	Iteration 52F: 3 clusters Score -2812815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 210990 members 
Mstep: Class 7 contains 81596 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 32083 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 159307 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 106686 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 32867 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44143 members 
Mstep: Class 25 contains 242359 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 20998 members 
Entering Unmasked Estep 
Score: -205514112.000000 Penalty: 110668.640625
Splitting cluster 22 changes total score from -205514448.000000 to -205514112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -851751.812500 Penalty: 2204.651123
	Iteration 0F: 2 clusters Score -851751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -845873.750000 Penalty: 4409.302246
	Iteration 0F: 3 clusters Score -845873.8 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -847628.312500 Penalty: 4409.302246
	Iteration 1F: 3 clusters Score -847628.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -848263.187500 Penalty: 4409.302246
	Iteration 2F: 3 clusters Score -848263.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -848911.250000 Penalty: 4409.302246
	Iteration 3F: 3 clusters Score -848911.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -849474.500000 Penalty: 4409.302246
	Iteration 4F: 3 clusters Score -849474.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -849964.000000 Penalty: 4409.302246
	Iteration 5F: 3 clusters Score -849964 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -850300.687500 Penalty: 4409.302246
	Iteration 6F: 3 clusters Score -850300.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -850517.375000 Penalty: 4409.302246
	Iteration 7Q: 3 clusters Score -850517.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -850698.187500 Penalty: 4409.302246
	Iteration 8Q: 3 clusters Score -850698.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -850866.250000 Penalty: 4409.302246
	Iteration 9Q: 3 clusters Score -850866.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -851036.937500 Penalty: 4409.302246
	Iteration 10Q: 3 clusters Score -851036.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -851204.000000 Penalty: 4409.302246
	Iteration 11Q: 3 clusters Score -851204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -851306.625000 Penalty: 4409.302246
	Iteration 12Q: 3 clusters Score -851306.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -851366.750000 Penalty: 4409.302246
	Iteration 13Q: 3 clusters Score -851366.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -851423.125000 Penalty: 4409.302246
	Iteration 14Q: 3 clusters Score -851423.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -851446.687500 Penalty: 4409.302246
	Iteration 15Q: 3 clusters Score -851446.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -851462.937500 Penalty: 4409.302246
	Iteration 16Q: 3 clusters Score -851462.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -851478.062500 Penalty: 4409.302246
	Iteration 17Q: 3 clusters Score -851478.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -851484.562500 Penalty: 4409.302246
	Iteration 18Q: 3 clusters Score -851484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -851489.125000 Penalty: 4409.302246
	Iteration 19Q: 3 clusters Score -851489.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -851499.062500 Penalty: 4409.302246
	Iteration 20F: 3 clusters Score -851499.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -851508.375000 Penalty: 4409.302246
	Iteration 21Q: 3 clusters Score -851508.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -851515.875000 Penalty: 4409.302246
	Iteration 22Q: 3 clusters Score -851515.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -851524.562500 Penalty: 4409.302246
	Iteration 23Q: 3 clusters Score -851524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -851535.937500 Penalty: 4409.302246
	Iteration 24Q: 3 clusters Score -851535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -851540.750000 Penalty: 4409.302246
	Iteration 25Q: 3 clusters Score -851540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -851548.250000 Penalty: 4409.302246
	Iteration 26Q: 3 clusters Score -851548.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -851553.187500 Penalty: 4409.302246
	Iteration 27Q: 3 clusters Score -851553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -851554.625000 Penalty: 4409.302246
	Iteration 28Q: 3 clusters Score -851554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -851554.625000 Penalty: 4409.302246
	Iteration 29F: 3 clusters Score -851554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Entering Unmasked Estep 
Score: -5233446.500000 Penalty: 2652.406982
	Iteration 0F: 2 clusters Score -5233446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5203765.500000 Penalty: 5304.813965
	Iteration 0F: 3 clusters Score -5203766 nChanged 20209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5214868.000000 Penalty: 5304.813965
	Iteration 1F: 3 clusters Score -5214868 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5215360.500000 Penalty: 5304.813965
	Iteration 2Q: 3 clusters Score -5215360 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -5215845.500000 Penalty: 5304.813965
	Iteration 3Q: 3 clusters Score -5215846 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5216387.500000 Penalty: 5304.813965
	Iteration 4Q: 3 clusters Score -5216388 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5216878.000000 Penalty: 5304.813965
	Iteration 5Q: 3 clusters Score -5216878 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5217510.500000 Penalty: 5304.813965
	Iteration 6Q: 3 clusters Score -5217510 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -5218350.000000 Penalty: 5304.813965
	Iteration 7Q: 3 clusters Score -5218350 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5219445.000000 Penalty: 5304.813965
	Iteration 8Q: 3 clusters Score -5219445 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -5221026.000000 Penalty: 5304.813965
	Iteration 9F: 3 clusters Score -5221026 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5222998.500000 Penalty: 5304.813965
	Iteration 10F: 3 clusters Score -5222998 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5225032.500000 Penalty: 5304.813965
	Iteration 11F: 3 clusters Score -5225032 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -5226578.500000 Penalty: 5304.813965
	Iteration 12F: 3 clusters Score -5226578 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -5227688.000000 Penalty: 5304.813965
	Iteration 13Q: 3 clusters Score -5227688 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -5228595.500000 Penalty: 5304.813965
	Iteration 14Q: 3 clusters Score -5228596 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -5229186.500000 Penalty: 5304.813965
	Iteration 15Q: 3 clusters Score -5229186 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5229550.500000 Penalty: 5304.813965
	Iteration 16Q: 3 clusters Score -5229550 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5229837.500000 Penalty: 5304.813965
	Iteration 17Q: 3 clusters Score -5229838 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -5230046.500000 Penalty: 5304.813965
	Iteration 18Q: 3 clusters Score -5230046 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -5230170.500000 Penalty: 5304.813965
	Iteration 19Q: 3 clusters Score -5230170 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -5230281.000000 Penalty: 5304.813965
	Iteration 20F: 3 clusters Score -5230281 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5230365.500000 Penalty: 5304.813965
	Iteration 21Q: 3 clusters Score -5230366 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5230414.500000 Penalty: 5304.813965
	Iteration 22Q: 3 clusters Score -5230414 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -5230502.500000 Penalty: 5304.813965
	Iteration 23Q: 3 clusters Score -5230502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -5230554.000000 Penalty: 5304.813965
	Iteration 24Q: 3 clusters Score -5230554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5230564.500000 Penalty: 5304.813965
	Iteration 25Q: 3 clusters Score -5230564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -5230609.000000 Penalty: 5304.813965
	Iteration 26Q: 3 clusters Score -5230609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -5230612.000000 Penalty: 5304.813965
	Iteration 27Q: 3 clusters Score -5230612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -5230607.500000 Penalty: 5304.813965
	Iteration 28Q: 3 clusters Score -5230608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -5230609.500000 Penalty: 5304.813965
	Iteration 29Q: 3 clusters Score -5230610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5230619.000000 Penalty: 5304.813965
	Iteration 30Q: 3 clusters Score -5230619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -5230622.500000 Penalty: 5304.813965
	Iteration 31Q: 3 clusters Score -5230622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -5230630.500000 Penalty: 5304.813965
	Iteration 32Q: 3 clusters Score -5230630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -5230633.500000 Penalty: 5304.813965
	Iteration 33Q: 3 clusters Score -5230634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -5230642.500000 Penalty: 5304.813965
	Iteration 34Q: 3 clusters Score -5230642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -5230648.000000 Penalty: 5304.813965
	Iteration 35Q: 3 clusters Score -5230648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -5230662.000000 Penalty: 5304.813965
	Iteration 36Q: 3 clusters Score -5230662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5230653.500000 Penalty: 5304.813965
	Iteration 37Q: 3 clusters Score -5230654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5230662.000000 Penalty: 5304.813965
	Iteration 38Q: 3 clusters Score -5230662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -5230674.500000 Penalty: 5304.813965
	Iteration 39Q: 3 clusters Score -5230674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5230664.000000 Penalty: 5304.813965
	Iteration 40F: 3 clusters Score -5230664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5230660.000000 Penalty: 5304.813965
	Iteration 41Q: 3 clusters Score -5230660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -5230667.000000 Penalty: 5304.813965
	Iteration 42Q: 3 clusters Score -5230667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -5230663.500000 Penalty: 5304.813965
	Iteration 43Q: 3 clusters Score -5230664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5230665.500000 Penalty: 5304.813965
	Iteration 44Q: 3 clusters Score -5230666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -5230663.500000 Penalty: 5304.813965
	Iteration 45Q: 3 clusters Score -5230664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -5230655.500000 Penalty: 5304.813965
	Iteration 46Q: 3 clusters Score -5230656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -5230652.500000 Penalty: 5304.813965
	Iteration 47Q: 3 clusters Score -5230652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5230660.500000 Penalty: 5304.813965
	Iteration 48Q: 3 clusters Score -5230660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5230658.500000 Penalty: 5304.813965
	Iteration 49Q: 3 clusters Score -5230658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5230661.500000 Penalty: 5304.813965
	Iteration 50Q: 3 clusters Score -5230662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5230656.500000 Penalty: 5304.813965
	Iteration 51Q: 3 clusters Score -5230656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -5230657.500000 Penalty: 5304.813965
	Iteration 52Q: 3 clusters Score -5230658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5230662.500000 Penalty: 5304.813965
	Iteration 53Q: 3 clusters Score -5230662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5230662.500000 Penalty: 5304.813965
	Iteration 54Q: 3 clusters Score -5230662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -5230665.000000 Penalty: 5304.813965
	Iteration 55Q: 3 clusters Score -5230665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5230658.000000 Penalty: 5304.813965
	Iteration 56Q: 3 clusters Score -5230658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -5230657.000000 Penalty: 5304.813965
	Iteration 57Q: 3 clusters Score -5230657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5230662.500000 Penalty: 5304.813965
	Iteration 58Q: 3 clusters Score -5230662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -5230660.000000 Penalty: 5304.813965
	Iteration 59Q: 3 clusters Score -5230660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5230670.000000 Penalty: 5304.813965
	Iteration 60F: 3 clusters Score -5230670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -5230665.500000 Penalty: 5304.813965
	Iteration 61Q: 3 clusters Score -5230666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -5230658.500000 Penalty: 5304.813965
	Iteration 62Q: 3 clusters Score -5230658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5230664.000000 Penalty: 5304.813965
	Iteration 63Q: 3 clusters Score -5230664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5230664.500000 Penalty: 5304.813965
	Iteration 64Q: 3 clusters Score -5230664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -5230660.000000 Penalty: 5304.813965
	Iteration 65Q: 3 clusters Score -5230660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -5230660.000000 Penalty: 5304.813965
	Iteration 66Q: 3 clusters Score -5230660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5230662.000000 Penalty: 5304.813965
	Iteration 67Q: 3 clusters Score -5230662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5230659.000000 Penalty: 5304.813965
	Iteration 68Q: 3 clusters Score -5230659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5230669.000000 Penalty: 5304.813965
	Iteration 69Q: 3 clusters Score -5230669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5230667.500000 Penalty: 5304.813965
	Iteration 70Q: 3 clusters Score -5230668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5230667.500000 Penalty: 5304.813965
	Iteration 71F: 3 clusters Score -5230668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (242359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242359 members 
Entering Unmasked Estep 
Score: -28440940.000000 Penalty: 3074.747559
	Iteration 0F: 2 clusters Score -2.844094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -28278336.000000 Penalty: 6149.495117
	Iteration 0F: 3 clusters Score -2.827834e+07 nChanged 117325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -28347906.000000 Penalty: 6149.495117
	Iteration 1F: 3 clusters Score -2.834791e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129527 members 
Mstep: Class 2 contains 112832 members 
Entering Unmasked Estep 
Score: -28349308.000000 Penalty: 6149.495117
	Iteration 2Q: 3 clusters Score -2.834931e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -28351618.000000 Penalty: 6149.495117
	Iteration 3Q: 3 clusters Score -2.835162e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -28355324.000000 Penalty: 6149.495117
	Iteration 4Q: 3 clusters Score -2.835532e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -28361484.000000 Penalty: 6149.495117
	Iteration 5Q: 3 clusters Score -2.836148e+07 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -28372704.000000 Penalty: 6149.495117
	Iteration 6F: 3 clusters Score -2.83727e+07 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188760 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -28389644.000000 Penalty: 6149.495117
	Iteration 7F: 3 clusters Score -2.838964e+07 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209513 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -28408724.000000 Penalty: 6149.495117
	Iteration 8F: 3 clusters Score -2.840872e+07 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226099 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -28424440.000000 Penalty: 6149.495117
	Iteration 9F: 3 clusters Score -2.842444e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235556 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -28433306.000000 Penalty: 6149.495117
	Iteration 10Q: 3 clusters Score -2.843331e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239558 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -28436584.000000 Penalty: 6149.495117
	Iteration 11Q: 3 clusters Score -2.843658e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240956 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -28437664.000000 Penalty: 6149.495117
	Iteration 12Q: 3 clusters Score -2.843766e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241396 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -28438046.000000 Penalty: 6149.495117
	Iteration 13Q: 3 clusters Score -2.843805e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241559 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -28438258.000000 Penalty: 6149.495117
	Iteration 14Q: 3 clusters Score -2.843826e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241623 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -28438330.000000 Penalty: 6149.495117
	Iteration 15Q: 3 clusters Score -2.843833e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241659 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -28438400.000000 Penalty: 6149.495117
	Iteration 16Q: 3 clusters Score -2.84384e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241681 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28438402.000000 Penalty: 6149.495117
	Iteration 17Q: 3 clusters Score -2.84384e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241702 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -28438434.000000 Penalty: 6149.495117
	Iteration 18Q: 3 clusters Score -2.843843e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241719 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -28438508.000000 Penalty: 6149.495117
	Iteration 19Q: 3 clusters Score -2.843851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241726 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -28438524.000000 Penalty: 6149.495117
	Iteration 20F: 3 clusters Score -2.843852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241738 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -28438520.000000 Penalty: 6149.495117
	Iteration 21Q: 3 clusters Score -2.843852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241744 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -28438552.000000 Penalty: 6149.495117
	Iteration 22Q: 3 clusters Score -2.843855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241755 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -28438544.000000 Penalty: 6149.495117
	Iteration 23Q: 3 clusters Score -2.843854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438558.000000 Penalty: 6149.495117
	Iteration 24Q: 3 clusters Score -2.843856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241771 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -28438538.000000 Penalty: 6149.495117
	Iteration 25Q: 3 clusters Score -2.843854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241771 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -28438540.000000 Penalty: 6149.495117
	Iteration 26Q: 3 clusters Score -2.843854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241773 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -28438536.000000 Penalty: 6149.495117
	Iteration 27Q: 3 clusters Score -2.843854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241770 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -28438542.000000 Penalty: 6149.495117
	Iteration 28Q: 3 clusters Score -2.843854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438544.000000 Penalty: 6149.495117
	Iteration 29Q: 3 clusters Score -2.843854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438550.000000 Penalty: 6149.495117
	Iteration 30Q: 3 clusters Score -2.843855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438544.000000 Penalty: 6149.495117
	Iteration 31Q: 3 clusters Score -2.843854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241768 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -28438530.000000 Penalty: 6149.495117
	Iteration 32Q: 3 clusters Score -2.843853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438550.000000 Penalty: 6149.495117
	Iteration 33Q: 3 clusters Score -2.843855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241766 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -28438542.000000 Penalty: 6149.495117
	Iteration 34Q: 3 clusters Score -2.843854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438546.000000 Penalty: 6149.495117
	Iteration 35Q: 3 clusters Score -2.843855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241768 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -28438542.000000 Penalty: 6149.495117
	Iteration 36Q: 3 clusters Score -2.843854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438550.000000 Penalty: 6149.495117
	Iteration 37Q: 3 clusters Score -2.843855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -28438550.000000 Penalty: 6149.495117
	Iteration 38F: 3 clusters Score -2.843855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -163476.062500 Penalty: 1820.527222
	Iteration 0F: 2 clusters Score -163476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -161248.968750 Penalty: 3641.054443
	Iteration 0F: 3 clusters Score -161249 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161857.218750 Penalty: 3641.054443
	Iteration 1F: 3 clusters Score -161857.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -162307.265625 Penalty: 3641.054443
	Iteration 2F: 3 clusters Score -162307.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -163013.828125 Penalty: 3641.054443
	Iteration 3F: 3 clusters Score -163013.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -164521.781250 Penalty: 3641.054443
	Iteration 4F: 3 clusters Score -164521.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -165117.609375 Penalty: 3641.054443
	Iteration 5Q: 3 clusters Score -165117.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -165200.921875 Penalty: 3641.054443
	Iteration 6Q: 3 clusters Score -165200.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -165236.578125 Penalty: 3641.054443
	Iteration 7Q: 3 clusters Score -165236.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -165260.000000 Penalty: 3641.054443
	Iteration 8Q: 3 clusters Score -165260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -165271.500000 Penalty: 3641.054443
	Iteration 9Q: 3 clusters Score -165271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -165277.328125 Penalty: 3641.054443
	Iteration 10Q: 3 clusters Score -165277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -165282.234375 Penalty: 3641.054443
	Iteration 11Q: 3 clusters Score -165282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -165286.046875 Penalty: 3641.054443
	Iteration 12Q: 3 clusters Score -165286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -165286.312500 Penalty: 3641.054443
	Iteration 13Q: 3 clusters Score -165286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -165286.312500 Penalty: 3641.054443
	Iteration 14F: 3 clusters Score -165286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 210990 members 
Mstep: Class 7 contains 81596 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 32083 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 159307 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 106686 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 32867 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44143 members 
Mstep: Class 25 contains 242359 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 312 members 
Entering Unmasked Estep 
Score: -205514720.000000 Penalty: 110668.640625
Splitting cluster 26 changes total score from -205514448.000000 to -205514720.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 27 (173496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173496 members 
Entering Unmasked Estep 
Score: -20985528.000000 Penalty: 2991.849609
	Iteration 0F: 2 clusters Score -2.098553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -20877408.000000 Penalty: 5983.699219
	Iteration 0F: 3 clusters Score -2.087741e+07 nChanged 83105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -20926352.000000 Penalty: 5983.699219
	Iteration 1F: 3 clusters Score -2.092635e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -20927408.000000 Penalty: 5983.699219
	Iteration 2Q: 3 clusters Score -2.092741e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -20929028.000000 Penalty: 5983.699219
	Iteration 3Q: 3 clusters Score -2.092903e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -20931220.000000 Penalty: 5983.699219
	Iteration 4Q: 3 clusters Score -2.093122e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 104204 members 
Entering Unmasked Estep 
Score: -20934572.000000 Penalty: 5983.699219
	Iteration 5Q: 3 clusters Score -2.093457e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -20940026.000000 Penalty: 5983.699219
	Iteration 6F: 3 clusters Score -2.094003e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 123471 members 
Entering Unmasked Estep 
Score: -20948448.000000 Penalty: 5983.699219
	Iteration 7F: 3 clusters Score -2.094845e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
Score: -20958384.000000 Penalty: 5983.699219
	Iteration 8F: 3 clusters Score -2.095838e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -20967896.000000 Penalty: 5983.699219
	Iteration 9F: 3 clusters Score -2.09679e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -20973964.000000 Penalty: 5983.699219
	Iteration 10F: 3 clusters Score -2.097396e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -20977604.000000 Penalty: 5983.699219
	Iteration 11Q: 3 clusters Score -2.09776e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -20980054.000000 Penalty: 5983.699219
	Iteration 12Q: 3 clusters Score -2.098005e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -20981398.000000 Penalty: 5983.699219
	Iteration 13Q: 3 clusters Score -2.09814e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -20982024.000000 Penalty: 5983.699219
	Iteration 14Q: 3 clusters Score -2.098202e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
Score: -20982440.000000 Penalty: 5983.699219
	Iteration 15Q: 3 clusters Score -2.098244e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -20982632.000000 Penalty: 5983.699219
	Iteration 16Q: 3 clusters Score -2.098263e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -20982744.000000 Penalty: 5983.699219
	Iteration 17Q: 3 clusters Score -2.098274e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 172791 members 
Entering Unmasked Estep 
Score: -20982830.000000 Penalty: 5983.699219
	Iteration 18Q: 3 clusters Score -2.098283e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -20982886.000000 Penalty: 5983.699219
	Iteration 19Q: 3 clusters Score -2.098289e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -20982896.000000 Penalty: 5983.699219
	Iteration 20F: 3 clusters Score -2.09829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -20982952.000000 Penalty: 5983.699219
	Iteration 21Q: 3 clusters Score -2.098295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -20982976.000000 Penalty: 5983.699219
	Iteration 22Q: 3 clusters Score -2.098298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -20982998.000000 Penalty: 5983.699219
	Iteration 23Q: 3 clusters Score -2.0983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 172954 members 
Entering Unmasked Estep 
Score: -20983016.000000 Penalty: 5983.699219
	Iteration 24Q: 3 clusters Score -2.098302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 172970 members 
Entering Unmasked Estep 
Score: -20983032.000000 Penalty: 5983.699219
	Iteration 25Q: 3 clusters Score -2.098303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -20983044.000000 Penalty: 5983.699219
	Iteration 26Q: 3 clusters Score -2.098304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 172978 members 
Entering Unmasked Estep 
Score: -20983036.000000 Penalty: 5983.699219
	Iteration 27Q: 3 clusters Score -2.098304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -20983054.000000 Penalty: 5983.699219
	Iteration 28Q: 3 clusters Score -2.098305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -20983052.000000 Penalty: 5983.699219
	Iteration 29Q: 3 clusters Score -2.098305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -20983058.000000 Penalty: 5983.699219
	Iteration 30Q: 3 clusters Score -2.098306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 172982 members 
Entering Unmasked Estep 
Score: -20983056.000000 Penalty: 5983.699219
	Iteration 31Q: 3 clusters Score -2.098306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 172984 members 
Entering Unmasked Estep 
Score: -20983064.000000 Penalty: 5983.699219
	Iteration 32Q: 3 clusters Score -2.098306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 172988 members 
Entering Unmasked Estep 
Score: -20983078.000000 Penalty: 5983.699219
	Iteration 33Q: 3 clusters Score -2.098308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -20983076.000000 Penalty: 5983.699219
	Iteration 34Q: 3 clusters Score -2.098308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 172987 members 
Entering Unmasked Estep 
Score: -20983066.000000 Penalty: 5983.699219
	Iteration 35Q: 3 clusters Score -2.098307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -20983086.000000 Penalty: 5983.699219
	Iteration 36Q: 3 clusters Score -2.098309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -20983088.000000 Penalty: 5983.699219
	Iteration 37Q: 3 clusters Score -2.098309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -20983076.000000 Penalty: 5983.699219
	Iteration 38Q: 3 clusters Score -2.098308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 172995 members 
Entering Unmasked Estep 
Score: -20983086.000000 Penalty: 5983.699219
	Iteration 39Q: 3 clusters Score -2.098309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -20983084.000000 Penalty: 5983.699219
	Iteration 40F: 3 clusters Score -2.098308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 172995 members 
Entering Unmasked Estep 
Score: -20983080.000000 Penalty: 5983.699219
	Iteration 41Q: 3 clusters Score -2.098308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 172996 members 
Entering Unmasked Estep 
Score: -20983090.000000 Penalty: 5983.699219
	Iteration 42Q: 3 clusters Score -2.098309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 173000 members 
Entering Unmasked Estep 
Score: -20983080.000000 Penalty: 5983.699219
	Iteration 43Q: 3 clusters Score -2.098308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 173000 members 
Entering Unmasked Estep 
Score: -20983080.000000 Penalty: 5983.699219
	Iteration 44F: 3 clusters Score -2.098308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -35232.640625 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -35232.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33875.585938 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -33875.59 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34320.996094 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -34321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34831.453125 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -34831.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35295.101562 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -35295.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35608.066406 Penalty: 2938.430908
	Iteration 4F: 3 clusters Score -35608.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35841.929688 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -35841.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35902.652344 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -35902.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35950.152344 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -35950.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35950.152344 Penalty: 2938.430908
	Iteration 8F: 3 clusters Score -35950.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 210990 members 
Mstep: Class 7 contains 81596 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 32083 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 159307 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 106686 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 32867 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44143 members 
Mstep: Class 25 contains 242359 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 127 members 
Entering Unmasked Estep 
Score: -205513280.000000 Penalty: 114238.593750
Splitting cluster 28 changes total score from -205514448.000000 to -205513280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -527569.687500 Penalty: 2114.436768
	Iteration 0F: 2 clusters Score -527569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -523047.375000 Penalty: 4228.873535
	Iteration 0F: 3 clusters Score -523047.4 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -524465.312500 Penalty: 4228.873535
	Iteration 1F: 3 clusters Score -524465.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -525187.312500 Penalty: 4228.873535
	Iteration 2F: 3 clusters Score -525187.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -525983.312500 Penalty: 4228.873535
	Iteration 3F: 3 clusters Score -525983.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -526743.937500 Penalty: 4228.873535
	Iteration 4F: 3 clusters Score -526743.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -527228.250000 Penalty: 4228.873535
	Iteration 5F: 3 clusters Score -527228.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -527486.875000 Penalty: 4228.873535
	Iteration 6Q: 3 clusters Score -527486.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -527612.062500 Penalty: 4228.873535
	Iteration 7Q: 3 clusters Score -527612.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -527684.062500 Penalty: 4228.873535
	Iteration 8Q: 3 clusters Score -527684.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -527750.562500 Penalty: 4228.873535
	Iteration 9Q: 3 clusters Score -527750.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -527823.750000 Penalty: 4228.873535
	Iteration 10Q: 3 clusters Score -527823.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -527901.750000 Penalty: 4228.873535
	Iteration 11Q: 3 clusters Score -527901.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -527973.062500 Penalty: 4228.873535
	Iteration 12Q: 3 clusters Score -527973.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -528045.625000 Penalty: 4228.873535
	Iteration 13Q: 3 clusters Score -528045.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528115.875000 Penalty: 4228.873535
	Iteration 14Q: 3 clusters Score -528115.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -528169.875000 Penalty: 4228.873535
	Iteration 15Q: 3 clusters Score -528169.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -528217.250000 Penalty: 4228.873535
	Iteration 16Q: 3 clusters Score -528217.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -528238.937500 Penalty: 4228.873535
	Iteration 17Q: 3 clusters Score -528238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -528251.562500 Penalty: 4228.873535
	Iteration 18Q: 3 clusters Score -528251.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -528259.187500 Penalty: 4228.873535
	Iteration 19Q: 3 clusters Score -528259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -528264.937500 Penalty: 4228.873535
	Iteration 20F: 3 clusters Score -528264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -528270.000000 Penalty: 4228.873535
	Iteration 21Q: 3 clusters Score -528270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -528274.437500 Penalty: 4228.873535
	Iteration 22Q: 3 clusters Score -528274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -528275.500000 Penalty: 4228.873535
	Iteration 23Q: 3 clusters Score -528275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -528277.125000 Penalty: 4228.873535
	Iteration 24Q: 3 clusters Score -528277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -528278.437500 Penalty: 4228.873535
	Iteration 25Q: 3 clusters Score -528278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -528278.437500 Penalty: 4228.873535
	Iteration 26Q: 3 clusters Score -528278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -528280.687500 Penalty: 4228.873535
	Iteration 27Q: 3 clusters Score -528280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -528280.562500 Penalty: 4228.873535
	Iteration 28Q: 3 clusters Score -528280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -528280.562500 Penalty: 4228.873535
	Iteration 29F: 3 clusters Score -528280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 210990 members 
Mstep: Class 7 contains 81596 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 32083 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 159307 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 106686 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 32867 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44143 members 
Mstep: Class 25 contains 242359 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 3424 members 
Entering Unmasked Estep 
Score: -205514368.000000 Penalty: 114238.593750
Splitting cluster 29 changes total score from -205514448.000000 to -205514368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -425132.250000 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -425132.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -421339.031250 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -421339 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -422321.750000 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -422321.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -422618.812500 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -422618.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -422830.281250 Penalty: 4092.177734
	Iteration 3F: 3 clusters Score -422830.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -422967.781250 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -422967.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -423088.437500 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -423088.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -423228.437500 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -423228.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -423348.937500 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -423348.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -423432.531250 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -423432.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -423489.750000 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -423489.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -423541.156250 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -423541.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -423596.187500 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -423596.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -423634.000000 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -423634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -423660.468750 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -423660.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -423684.593750 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -423684.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -423697.281250 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -423697.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -423705.750000 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -423705.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -423713.562500 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -423713.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -423724.375000 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -423724.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -423733.562500 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -423733.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -423743.781250 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -423743.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -423752.406250 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -423752.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -423758.750000 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -423758.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -423764.343750 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -423764.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -423771.718750 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -423771.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -423779.156250 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -423779.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -423789.906250 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -423789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -423800.000000 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -423800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423809.156250 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -423809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -423814.062500 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -423814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -423820.250000 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -423820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -423823.593750 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -423823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -423827.968750 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -423828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -423830.312500 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -423830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -423831.875000 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -423831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423834.093750 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -423834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -423835.375000 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -423835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -423836.593750 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -423836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -423837.562500 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -423837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -423838.937500 Penalty: 4092.177734
	Iteration 39Q: 3 clusters Score -423838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -423842.843750 Penalty: 4092.177734
	Iteration 40F: 3 clusters Score -423842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -423844.468750 Penalty: 4092.177734
	Iteration 41Q: 3 clusters Score -423844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -423847.531250 Penalty: 4092.177734
	Iteration 42Q: 3 clusters Score -423847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -423849.875000 Penalty: 4092.177734
	Iteration 43Q: 3 clusters Score -423849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -423851.937500 Penalty: 4092.177734
	Iteration 44Q: 3 clusters Score -423851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -423852.906250 Penalty: 4092.177734
	Iteration 45Q: 3 clusters Score -423852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -423853.281250 Penalty: 4092.177734
	Iteration 46Q: 3 clusters Score -423853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -423853.687500 Penalty: 4092.177734
	Iteration 47Q: 3 clusters Score -423853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -423854.093750 Penalty: 4092.177734
	Iteration 48Q: 3 clusters Score -423854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -423854.093750 Penalty: 4092.177734
	Iteration 49F: 3 clusters Score -423854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 103620 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 210990 members 
Mstep: Class 7 contains 81596 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 32083 members 
Mstep: Class 11 contains 195518 members 
Mstep: Class 12 contains 159307 members 
Mstep: Class 13 contains 69794 members 
Mstep: Class 14 contains 25603 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 106686 members 
Mstep: Class 17 contains 49342 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 23823 members 
Mstep: Class 20 contains 32867 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44143 members 
Mstep: Class 25 contains 242359 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205514864.000000 Penalty: 110668.640625
Iteration 119Q: 32 clusters Score -2.055149e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 103529 members 
Mstep: Class 3 contains 41821 members 
Mstep: Class 4 contains 17408 members 
Mstep: Class 5 contains 32678 members 
Mstep: Class 6 contains 210976 members 
Mstep: Class 7 contains 81614 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 18013 members 
Mstep: Class 10 contains 32085 members 
Mstep: Class 11 contains 194771 members 
Mstep: Class 12 contains 159397 members 
Mstep: Class 13 contains 69843 members 
Mstep: Class 14 contains 25628 members 
Mstep: Class 15 contains 48426 members 
Mstep: Class 16 contains 106730 members 
Mstep: Class 17 contains 49962 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 23750 members 
Mstep: Class 20 contains 32837 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25246 members 
Mstep: Class 23 contains 7256 members 
Mstep: Class 24 contains 44127 members 
Mstep: Class 25 contains 242506 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173493 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205515104.000000 Penalty: 110668.640625
Iteration 120F: 32 clusters Score -2.055151e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 103447 members 
Mstep: Class 3 contains 41811 members 
Mstep: Class 4 contains 17418 members 
Mstep: Class 5 contains 32647 members 
Mstep: Class 6 contains 210985 members 
Mstep: Class 7 contains 81624 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 18019 members 
Mstep: Class 10 contains 32096 members 
Mstep: Class 11 contains 193965 members 
Mstep: Class 12 contains 159474 members 
Mstep: Class 13 contains 69899 members 
Mstep: Class 14 contains 25661 members 
Mstep: Class 15 contains 48424 members 
Mstep: Class 16 contains 106769 members 
Mstep: Class 17 contains 50621 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 23693 members 
Mstep: Class 20 contains 32798 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25207 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 44116 members 
Mstep: Class 25 contains 242668 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173488 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205515536.000000 Penalty: 110668.640625
Iteration 121Q: 32 clusters Score -2.055155e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 103361 members 
Mstep: Class 3 contains 41801 members 
Mstep: Class 4 contains 17433 members 
Mstep: Class 5 contains 32626 members 
Mstep: Class 6 contains 210962 members 
Mstep: Class 7 contains 81638 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 18020 members 
Mstep: Class 10 contains 32103 members 
Mstep: Class 11 contains 193158 members 
Mstep: Class 12 contains 159567 members 
Mstep: Class 13 contains 69956 members 
Mstep: Class 14 contains 25698 members 
Mstep: Class 15 contains 48419 members 
Mstep: Class 16 contains 106809 members 
Mstep: Class 17 contains 51270 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 23636 members 
Mstep: Class 20 contains 32768 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25160 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 44087 members 
Mstep: Class 25 contains 242861 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173475 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205516048.000000 Penalty: 110668.640625
Iteration 122Q: 32 clusters Score -2.05516e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 103290 members 
Mstep: Class 3 contains 41794 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 32622 members 
Mstep: Class 6 contains 210962 members 
Mstep: Class 7 contains 81657 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 18025 members 
Mstep: Class 10 contains 32115 members 
Mstep: Class 11 contains 192376 members 
Mstep: Class 12 contains 159627 members 
Mstep: Class 13 contains 70004 members 
Mstep: Class 14 contains 25724 members 
Mstep: Class 15 contains 48412 members 
Mstep: Class 16 contains 106856 members 
Mstep: Class 17 contains 51965 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 23579 members 
Mstep: Class 20 contains 32734 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25120 members 
Mstep: Class 23 contains 7262 members 
Mstep: Class 24 contains 44054 members 
Mstep: Class 25 contains 242986 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173457 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205516960.000000 Penalty: 110668.640625
Iteration 123Q: 32 clusters Score -2.05517e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 103219 members 
Mstep: Class 3 contains 41789 members 
Mstep: Class 4 contains 17469 members 
Mstep: Class 5 contains 32623 members 
Mstep: Class 6 contains 210958 members 
Mstep: Class 7 contains 81674 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 18023 members 
Mstep: Class 10 contains 32136 members 
Mstep: Class 11 contains 191568 members 
Mstep: Class 12 contains 159714 members 
Mstep: Class 13 contains 70061 members 
Mstep: Class 14 contains 25762 members 
Mstep: Class 15 contains 48403 members 
Mstep: Class 16 contains 106908 members 
Mstep: Class 17 contains 52648 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 23516 members 
Mstep: Class 20 contains 32700 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25069 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 44014 members 
Mstep: Class 25 contains 243102 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173452 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 5067 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205517344.000000 Penalty: 110668.640625
Iteration 124Q: 32 clusters Score -2.055173e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 103114 members 
Mstep: Class 3 contains 41786 members 
Mstep: Class 4 contains 17482 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 210964 members 
Mstep: Class 7 contains 81673 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 18024 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 190724 members 
Mstep: Class 12 contains 159801 members 
Mstep: Class 13 contains 70139 members 
Mstep: Class 14 contains 25801 members 
Mstep: Class 15 contains 48395 members 
Mstep: Class 16 contains 106989 members 
Mstep: Class 17 contains 53335 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 23467 members 
Mstep: Class 20 contains 32663 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 25019 members 
Mstep: Class 23 contains 7244 members 
Mstep: Class 24 contains 43969 members 
Mstep: Class 25 contains 243226 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173466 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 5067 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518016.000000 Penalty: 110668.640625
Iteration 125Q: 32 clusters Score -2.05518e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 103007 members 
Mstep: Class 3 contains 41783 members 
Mstep: Class 4 contains 17486 members 
Mstep: Class 5 contains 32631 members 
Mstep: Class 6 contains 210966 members 
Mstep: Class 7 contains 81676 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 18030 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 189899 members 
Mstep: Class 12 contains 159888 members 
Mstep: Class 13 contains 70212 members 
Mstep: Class 14 contains 25840 members 
Mstep: Class 15 contains 48384 members 
Mstep: Class 16 contains 107078 members 
Mstep: Class 17 contains 54000 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 23395 members 
Mstep: Class 20 contains 32620 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24971 members 
Mstep: Class 23 contains 7237 members 
Mstep: Class 24 contains 43931 members 
Mstep: Class 25 contains 243356 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173515 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 5074 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518288.000000 Penalty: 110668.640625
Iteration 126Q: 32 clusters Score -2.055183e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 102908 members 
Mstep: Class 3 contains 41774 members 
Mstep: Class 4 contains 17486 members 
Mstep: Class 5 contains 32634 members 
Mstep: Class 6 contains 210964 members 
Mstep: Class 7 contains 81673 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 18035 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 189056 members 
Mstep: Class 12 contains 159966 members 
Mstep: Class 13 contains 70293 members 
Mstep: Class 14 contains 25866 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 107151 members 
Mstep: Class 17 contains 54642 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 23333 members 
Mstep: Class 20 contains 32579 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24929 members 
Mstep: Class 23 contains 7236 members 
Mstep: Class 24 contains 43905 members 
Mstep: Class 25 contains 243529 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173552 members 
Mstep: Class 28 contains 376 members 
Mstep: Class 29 contains 5075 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518608.000000 Penalty: 110668.640625
Iteration 127Q: 32 clusters Score -2.055186e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 102803 members 
Mstep: Class 3 contains 41775 members 
Mstep: Class 4 contains 17498 members 
Mstep: Class 5 contains 32621 members 
Mstep: Class 6 contains 210992 members 
Mstep: Class 7 contains 81678 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 18040 members 
Mstep: Class 10 contains 32182 members 
Mstep: Class 11 contains 188289 members 
Mstep: Class 12 contains 160021 members 
Mstep: Class 13 contains 70368 members 
Mstep: Class 14 contains 25904 members 
Mstep: Class 15 contains 48374 members 
Mstep: Class 16 contains 107214 members 
Mstep: Class 17 contains 55224 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 23266 members 
Mstep: Class 20 contains 32536 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24865 members 
Mstep: Class 23 contains 7233 members 
Mstep: Class 24 contains 43882 members 
Mstep: Class 25 contains 243700 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173586 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 5078 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518656.000000 Penalty: 110668.640625
Iteration 128Q: 32 clusters Score -2.055187e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 102701 members 
Mstep: Class 3 contains 41776 members 
Mstep: Class 4 contains 17516 members 
Mstep: Class 5 contains 32607 members 
Mstep: Class 6 contains 211009 members 
Mstep: Class 7 contains 81671 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 18036 members 
Mstep: Class 10 contains 32198 members 
Mstep: Class 11 contains 187481 members 
Mstep: Class 12 contains 160102 members 
Mstep: Class 13 contains 70436 members 
Mstep: Class 14 contains 25968 members 
Mstep: Class 15 contains 48371 members 
Mstep: Class 16 contains 107263 members 
Mstep: Class 17 contains 55871 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 23187 members 
Mstep: Class 20 contains 32497 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24808 members 
Mstep: Class 23 contains 7235 members 
Mstep: Class 24 contains 43865 members 
Mstep: Class 25 contains 243846 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173610 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5077 members 
Mstep: Class 30 contains 3850 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205519712.000000 Penalty: 110668.640625
Iteration 129Q: 32 clusters Score -2.055197e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 102600 members 
Mstep: Class 3 contains 41776 members 
Mstep: Class 4 contains 17533 members 
Mstep: Class 5 contains 32609 members 
Mstep: Class 6 contains 211022 members 
Mstep: Class 7 contains 81673 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 18026 members 
Mstep: Class 10 contains 32219 members 
Mstep: Class 11 contains 186704 members 
Mstep: Class 12 contains 160179 members 
Mstep: Class 13 contains 70513 members 
Mstep: Class 14 contains 26046 members 
Mstep: Class 15 contains 48370 members 
Mstep: Class 16 contains 107308 members 
Mstep: Class 17 contains 56490 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 23105 members 
Mstep: Class 20 contains 32459 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24720 members 
Mstep: Class 23 contains 7227 members 
Mstep: Class 24 contains 43844 members 
Mstep: Class 25 contains 244000 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173632 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5075 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205520464.000000 Penalty: 110668.640625
Iteration 130Q: 32 clusters Score -2.055205e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 102495 members 
Mstep: Class 3 contains 41764 members 
Mstep: Class 4 contains 17553 members 
Mstep: Class 5 contains 32615 members 
Mstep: Class 6 contains 211044 members 
Mstep: Class 7 contains 81665 members 
Mstep: Class 8 contains 7171 members 
Mstep: Class 9 contains 18035 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 185979 members 
Mstep: Class 12 contains 160256 members 
Mstep: Class 13 contains 70583 members 
Mstep: Class 14 contains 26124 members 
Mstep: Class 15 contains 48358 members 
Mstep: Class 16 contains 107368 members 
Mstep: Class 17 contains 57139 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 23023 members 
Mstep: Class 20 contains 32422 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24610 members 
Mstep: Class 23 contains 7224 members 
Mstep: Class 24 contains 43789 members 
Mstep: Class 25 contains 244108 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173662 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5080 members 
Mstep: Class 30 contains 3858 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205520576.000000 Penalty: 110668.640625
Iteration 131Q: 32 clusters Score -2.055206e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 102404 members 
Mstep: Class 3 contains 41750 members 
Mstep: Class 4 contains 17573 members 
Mstep: Class 5 contains 32605 members 
Mstep: Class 6 contains 211015 members 
Mstep: Class 7 contains 81675 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 18040 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 185252 members 
Mstep: Class 12 contains 160349 members 
Mstep: Class 13 contains 70644 members 
Mstep: Class 14 contains 26224 members 
Mstep: Class 15 contains 48360 members 
Mstep: Class 16 contains 107428 members 
Mstep: Class 17 contains 57743 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 22931 members 
Mstep: Class 20 contains 32372 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24504 members 
Mstep: Class 23 contains 7223 members 
Mstep: Class 24 contains 43744 members 
Mstep: Class 25 contains 244216 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173734 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 3863 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205521216.000000 Penalty: 110668.640625
Iteration 132Q: 32 clusters Score -2.055212e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 102330 members 
Mstep: Class 3 contains 41753 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 32593 members 
Mstep: Class 6 contains 211018 members 
Mstep: Class 7 contains 81688 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 18036 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 184526 members 
Mstep: Class 12 contains 160428 members 
Mstep: Class 13 contains 70707 members 
Mstep: Class 14 contains 26336 members 
Mstep: Class 15 contains 48348 members 
Mstep: Class 16 contains 107477 members 
Mstep: Class 17 contains 58360 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 22848 members 
Mstep: Class 20 contains 32324 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24353 members 
Mstep: Class 23 contains 7217 members 
Mstep: Class 24 contains 43707 members 
Mstep: Class 25 contains 244356 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173769 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5082 members 
Mstep: Class 30 contains 3865 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205521520.000000 Penalty: 110668.640625
Iteration 133Q: 32 clusters Score -2.055215e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 102254 members 
Mstep: Class 3 contains 41745 members 
Mstep: Class 4 contains 17600 members 
Mstep: Class 5 contains 32569 members 
Mstep: Class 6 contains 210988 members 
Mstep: Class 7 contains 81702 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 18034 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 183781 members 
Mstep: Class 12 contains 160572 members 
Mstep: Class 13 contains 70761 members 
Mstep: Class 14 contains 26475 members 
Mstep: Class 15 contains 48340 members 
Mstep: Class 16 contains 107487 members 
Mstep: Class 17 contains 58964 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 22778 members 
Mstep: Class 20 contains 32277 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24200 members 
Mstep: Class 23 contains 7220 members 
Mstep: Class 24 contains 43667 members 
Mstep: Class 25 contains 244490 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173818 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205521824.000000 Penalty: 110668.640625
Iteration 134Q: 32 clusters Score -2.055218e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 102171 members 
Mstep: Class 3 contains 41717 members 
Mstep: Class 4 contains 17615 members 
Mstep: Class 5 contains 32552 members 
Mstep: Class 6 contains 210962 members 
Mstep: Class 7 contains 81708 members 
Mstep: Class 8 contains 7181 members 
Mstep: Class 9 contains 18039 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 183089 members 
Mstep: Class 12 contains 160723 members 
Mstep: Class 13 contains 70831 members 
Mstep: Class 14 contains 26652 members 
Mstep: Class 15 contains 48333 members 
Mstep: Class 16 contains 107510 members 
Mstep: Class 17 contains 59539 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 22704 members 
Mstep: Class 20 contains 32201 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 24054 members 
Mstep: Class 23 contains 7218 members 
Mstep: Class 24 contains 43633 members 
Mstep: Class 25 contains 244607 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173861 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5072 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205522848.000000 Penalty: 110668.640625
Iteration 135Q: 32 clusters Score -2.055228e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 102095 members 
Mstep: Class 3 contains 41711 members 
Mstep: Class 4 contains 17616 members 
Mstep: Class 5 contains 32520 members 
Mstep: Class 6 contains 210916 members 
Mstep: Class 7 contains 81728 members 
Mstep: Class 8 contains 7185 members 
Mstep: Class 9 contains 18023 members 
Mstep: Class 10 contains 32217 members 
Mstep: Class 11 contains 182461 members 
Mstep: Class 12 contains 160880 members 
Mstep: Class 13 contains 70892 members 
Mstep: Class 14 contains 26828 members 
Mstep: Class 15 contains 48321 members 
Mstep: Class 16 contains 107549 members 
Mstep: Class 17 contains 60082 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 22637 members 
Mstep: Class 20 contains 32125 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 23868 members 
Mstep: Class 23 contains 7222 members 
Mstep: Class 24 contains 43609 members 
Mstep: Class 25 contains 244722 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173904 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 3872 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205523360.000000 Penalty: 110668.640625
Iteration 136Q: 32 clusters Score -2.055234e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 101999 members 
Mstep: Class 3 contains 41695 members 
Mstep: Class 4 contains 17627 members 
Mstep: Class 5 contains 32495 members 
Mstep: Class 6 contains 210846 members 
Mstep: Class 7 contains 81754 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 18002 members 
Mstep: Class 10 contains 32199 members 
Mstep: Class 11 contains 181860 members 
Mstep: Class 12 contains 161043 members 
Mstep: Class 13 contains 70933 members 
Mstep: Class 14 contains 27037 members 
Mstep: Class 15 contains 48318 members 
Mstep: Class 16 contains 107594 members 
Mstep: Class 17 contains 60605 members 
Mstep: Class 18 contains 3543 members 
Mstep: Class 19 contains 22555 members 
Mstep: Class 20 contains 32074 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 23689 members 
Mstep: Class 23 contains 7225 members 
Mstep: Class 24 contains 43569 members 
Mstep: Class 25 contains 244833 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173967 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 5078 members 
Mstep: Class 30 contains 3873 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524032.000000 Penalty: 110668.640625
Iteration 137Q: 32 clusters Score -2.05524e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 101894 members 
Mstep: Class 3 contains 41681 members 
Mstep: Class 4 contains 17636 members 
Mstep: Class 5 contains 32476 members 
Mstep: Class 6 contains 210785 members 
Mstep: Class 7 contains 81781 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 17984 members 
Mstep: Class 10 contains 32189 members 
Mstep: Class 11 contains 181275 members 
Mstep: Class 12 contains 161195 members 
Mstep: Class 13 contains 70965 members 
Mstep: Class 14 contains 27216 members 
Mstep: Class 15 contains 48315 members 
Mstep: Class 16 contains 107649 members 
Mstep: Class 17 contains 61114 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 22465 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 23506 members 
Mstep: Class 23 contains 7224 members 
Mstep: Class 24 contains 43520 members 
Mstep: Class 25 contains 244981 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174034 members 
Mstep: Class 28 contains 371 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524128.000000 Penalty: 110668.640625
Iteration 138Q: 32 clusters Score -2.055241e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 101772 members 
Mstep: Class 3 contains 41663 members 
Mstep: Class 4 contains 17650 members 
Mstep: Class 5 contains 32452 members 
Mstep: Class 6 contains 210754 members 
Mstep: Class 7 contains 81811 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 17972 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 180706 members 
Mstep: Class 12 contains 161336 members 
Mstep: Class 13 contains 71002 members 
Mstep: Class 14 contains 27397 members 
Mstep: Class 15 contains 48310 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 17 contains 61599 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 22387 members 
Mstep: Class 20 contains 31994 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 23326 members 
Mstep: Class 23 contains 7224 members 
Mstep: Class 24 contains 43462 members 
Mstep: Class 25 contains 245166 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174079 members 
Mstep: Class 28 contains 370 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524768.000000 Penalty: 110668.640625
Iteration 139Q: 32 clusters Score -2.055248e+08 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 101650 members 
Mstep: Class 3 contains 41648 members 
Mstep: Class 4 contains 17665 members 
Mstep: Class 5 contains 32429 members 
Mstep: Class 6 contains 210699 members 
Mstep: Class 7 contains 81839 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 17958 members 
Mstep: Class 10 contains 32160 members 
Mstep: Class 11 contains 180179 members 
Mstep: Class 12 contains 161497 members 
Mstep: Class 13 contains 71033 members 
Mstep: Class 14 contains 27566 members 
Mstep: Class 15 contains 48304 members 
Mstep: Class 16 contains 107740 members 
Mstep: Class 17 contains 62067 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 22303 members 
Mstep: Class 20 contains 31946 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 23166 members 
Mstep: Class 23 contains 7222 members 
Mstep: Class 24 contains 43416 members 
Mstep: Class 25 contains 245328 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174116 members 
Mstep: Class 28 contains 367 members 
Mstep: Class 29 contains 5048 members 
Mstep: Class 30 contains 3885 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524928.000000 Penalty: 110668.640625
Iteration 140F: 32 clusters Score -2.055249e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 101526 members 
Mstep: Class 3 contains 41647 members 
Mstep: Class 4 contains 17688 members 
Mstep: Class 5 contains 32400 members 
Mstep: Class 6 contains 210660 members 
Mstep: Class 7 contains 81845 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 17935 members 
Mstep: Class 10 contains 32138 members 
Mstep: Class 11 contains 179663 members 
Mstep: Class 12 contains 161655 members 
Mstep: Class 13 contains 71071 members 
Mstep: Class 14 contains 27683 members 
Mstep: Class 15 contains 48299 members 
Mstep: Class 16 contains 107807 members 
Mstep: Class 17 contains 62547 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 22248 members 
Mstep: Class 20 contains 31887 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 23041 members 
Mstep: Class 23 contains 7224 members 
Mstep: Class 24 contains 43384 members 
Mstep: Class 25 contains 245458 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174125 members 
Mstep: Class 28 contains 367 members 
Mstep: Class 29 contains 5037 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525440.000000 Penalty: 110668.640625
Iteration 141Q: 32 clusters Score -2.055254e+08 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 101419 members 
Mstep: Class 3 contains 41654 members 
Mstep: Class 4 contains 17708 members 
Mstep: Class 5 contains 32371 members 
Mstep: Class 6 contains 210647 members 
Mstep: Class 7 contains 81865 members 
Mstep: Class 8 contains 7186 members 
Mstep: Class 9 contains 17923 members 
Mstep: Class 10 contains 32120 members 
Mstep: Class 11 contains 179173 members 
Mstep: Class 12 contains 161797 members 
Mstep: Class 13 contains 71103 members 
Mstep: Class 14 contains 27802 members 
Mstep: Class 15 contains 48306 members 
Mstep: Class 16 contains 107850 members 
Mstep: Class 17 contains 63013 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 22176 members 
Mstep: Class 20 contains 31814 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22893 members 
Mstep: Class 23 contains 7226 members 
Mstep: Class 24 contains 43365 members 
Mstep: Class 25 contains 245572 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174127 members 
Mstep: Class 28 contains 367 members 
Mstep: Class 29 contains 5037 members 
Mstep: Class 30 contains 3888 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525680.000000 Penalty: 110668.640625
Iteration 142Q: 32 clusters Score -2.055257e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 101314 members 
Mstep: Class 3 contains 41645 members 
Mstep: Class 4 contains 17726 members 
Mstep: Class 5 contains 32355 members 
Mstep: Class 6 contains 210662 members 
Mstep: Class 7 contains 81892 members 
Mstep: Class 8 contains 7183 members 
Mstep: Class 9 contains 17916 members 
Mstep: Class 10 contains 32113 members 
Mstep: Class 11 contains 178693 members 
Mstep: Class 12 contains 161905 members 
Mstep: Class 13 contains 71132 members 
Mstep: Class 14 contains 27875 members 
Mstep: Class 15 contains 48313 members 
Mstep: Class 16 contains 107884 members 
Mstep: Class 17 contains 63471 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 22109 members 
Mstep: Class 20 contains 31744 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22779 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 43342 members 
Mstep: Class 25 contains 245671 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174146 members 
Mstep: Class 28 contains 367 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205526032.000000 Penalty: 110668.640625
Iteration 143Q: 32 clusters Score -2.05526e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 101195 members 
Mstep: Class 3 contains 41628 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 32336 members 
Mstep: Class 6 contains 210668 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 17919 members 
Mstep: Class 10 contains 32100 members 
Mstep: Class 11 contains 178250 members 
Mstep: Class 12 contains 161962 members 
Mstep: Class 13 contains 71163 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 48313 members 
Mstep: Class 16 contains 107930 members 
Mstep: Class 17 contains 63909 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 22028 members 
Mstep: Class 20 contains 31681 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22713 members 
Mstep: Class 23 contains 7234 members 
Mstep: Class 24 contains 43323 members 
Mstep: Class 25 contains 245754 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174172 members 
Mstep: Class 28 contains 367 members 
Mstep: Class 29 contains 5037 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205526560.000000 Penalty: 110668.640625
Iteration 144Q: 32 clusters Score -2.055266e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 101079 members 
Mstep: Class 3 contains 41615 members 
Mstep: Class 4 contains 17758 members 
Mstep: Class 5 contains 32328 members 
Mstep: Class 6 contains 210669 members 
Mstep: Class 7 contains 81935 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 17917 members 
Mstep: Class 10 contains 32099 members 
Mstep: Class 11 contains 177823 members 
Mstep: Class 12 contains 162041 members 
Mstep: Class 13 contains 71195 members 
Mstep: Class 14 contains 28014 members 
Mstep: Class 15 contains 48318 members 
Mstep: Class 16 contains 107964 members 
Mstep: Class 17 contains 64307 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 21979 members 
Mstep: Class 20 contains 31623 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22648 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 43309 members 
Mstep: Class 25 contains 245827 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174213 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5028 members 
Mstep: Class 30 contains 3905 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205526576.000000 Penalty: 110668.640625
Iteration 145Q: 32 clusters Score -2.055266e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 100965 members 
Mstep: Class 3 contains 41603 members 
Mstep: Class 4 contains 17776 members 
Mstep: Class 5 contains 32299 members 
Mstep: Class 6 contains 210671 members 
Mstep: Class 7 contains 81947 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 17917 members 
Mstep: Class 10 contains 32084 members 
Mstep: Class 11 contains 177469 members 
Mstep: Class 12 contains 162165 members 
Mstep: Class 13 contains 71217 members 
Mstep: Class 14 contains 28088 members 
Mstep: Class 15 contains 48324 members 
Mstep: Class 16 contains 108008 members 
Mstep: Class 17 contains 64668 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 21920 members 
Mstep: Class 20 contains 31555 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22571 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 43277 members 
Mstep: Class 25 contains 245880 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174241 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 3907 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205526656.000000 Penalty: 110668.640625
Iteration 146Q: 32 clusters Score -2.055267e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 100847 members 
Mstep: Class 3 contains 41594 members 
Mstep: Class 4 contains 17789 members 
Mstep: Class 5 contains 32270 members 
Mstep: Class 6 contains 210641 members 
Mstep: Class 7 contains 81952 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 17904 members 
Mstep: Class 10 contains 32075 members 
Mstep: Class 11 contains 177130 members 
Mstep: Class 12 contains 162317 members 
Mstep: Class 13 contains 71224 members 
Mstep: Class 14 contains 28154 members 
Mstep: Class 15 contains 48325 members 
Mstep: Class 16 contains 108053 members 
Mstep: Class 17 contains 65031 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 21875 members 
Mstep: Class 20 contains 31487 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22514 members 
Mstep: Class 23 contains 7245 members 
Mstep: Class 24 contains 43240 members 
Mstep: Class 25 contains 245933 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174267 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 3908 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527216.000000 Penalty: 110668.640625
Iteration 147Q: 32 clusters Score -2.055272e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 100738 members 
Mstep: Class 3 contains 41588 members 
Mstep: Class 4 contains 17821 members 
Mstep: Class 5 contains 32248 members 
Mstep: Class 6 contains 210590 members 
Mstep: Class 7 contains 81964 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 17892 members 
Mstep: Class 10 contains 32072 members 
Mstep: Class 11 contains 176773 members 
Mstep: Class 12 contains 162457 members 
Mstep: Class 13 contains 71231 members 
Mstep: Class 14 contains 28215 members 
Mstep: Class 15 contains 48328 members 
Mstep: Class 16 contains 108098 members 
Mstep: Class 17 contains 65404 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 21832 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22460 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 43211 members 
Mstep: Class 25 contains 245977 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174304 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5011 members 
Mstep: Class 30 contains 3911 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527744.000000 Penalty: 110668.640625
Iteration 148Q: 32 clusters Score -2.055277e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 100650 members 
Mstep: Class 3 contains 41583 members 
Mstep: Class 4 contains 17863 members 
Mstep: Class 5 contains 32209 members 
Mstep: Class 6 contains 210517 members 
Mstep: Class 7 contains 81969 members 
Mstep: Class 8 contains 7181 members 
Mstep: Class 9 contains 17871 members 
Mstep: Class 10 contains 32062 members 
Mstep: Class 11 contains 176477 members 
Mstep: Class 12 contains 162627 members 
Mstep: Class 13 contains 71227 members 
Mstep: Class 14 contains 28261 members 
Mstep: Class 15 contains 48328 members 
Mstep: Class 16 contains 108131 members 
Mstep: Class 17 contains 65757 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 21793 members 
Mstep: Class 20 contains 31344 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22411 members 
Mstep: Class 23 contains 7248 members 
Mstep: Class 24 contains 43184 members 
Mstep: Class 25 contains 246012 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174336 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5005 members 
Mstep: Class 30 contains 3914 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527408.000000 Penalty: 110668.640625
Iteration 149Q: 32 clusters Score -2.055274e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 100555 members 
Mstep: Class 3 contains 41583 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 32180 members 
Mstep: Class 6 contains 210451 members 
Mstep: Class 7 contains 81970 members 
Mstep: Class 8 contains 7183 members 
Mstep: Class 9 contains 17865 members 
Mstep: Class 10 contains 32046 members 
Mstep: Class 11 contains 176207 members 
Mstep: Class 12 contains 162783 members 
Mstep: Class 13 contains 71226 members 
Mstep: Class 14 contains 28304 members 
Mstep: Class 15 contains 48339 members 
Mstep: Class 16 contains 108175 members 
Mstep: Class 17 contains 66077 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 21731 members 
Mstep: Class 20 contains 31288 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22368 members 
Mstep: Class 23 contains 7243 members 
Mstep: Class 24 contains 43131 members 
Mstep: Class 25 contains 246043 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174376 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5007 members 
Mstep: Class 30 contains 3917 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527584.000000 Penalty: 110668.640625
Iteration 150Q: 32 clusters Score -2.055276e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 100433 members 
Mstep: Class 3 contains 41577 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 32145 members 
Mstep: Class 6 contains 210380 members 
Mstep: Class 7 contains 81967 members 
Mstep: Class 8 contains 7183 members 
Mstep: Class 9 contains 17861 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 175968 members 
Mstep: Class 12 contains 162940 members 
Mstep: Class 13 contains 71218 members 
Mstep: Class 14 contains 28354 members 
Mstep: Class 15 contains 48333 members 
Mstep: Class 16 contains 108223 members 
Mstep: Class 17 contains 66430 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 31258 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22332 members 
Mstep: Class 23 contains 7239 members 
Mstep: Class 24 contains 43102 members 
Mstep: Class 25 contains 246035 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174402 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5011 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527760.000000 Penalty: 110668.640625
Iteration 151Q: 32 clusters Score -2.055278e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 100308 members 
Mstep: Class 3 contains 41573 members 
Mstep: Class 4 contains 17954 members 
Mstep: Class 5 contains 32117 members 
Mstep: Class 6 contains 210329 members 
Mstep: Class 7 contains 81958 members 
Mstep: Class 8 contains 7181 members 
Mstep: Class 9 contains 17861 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 175730 members 
Mstep: Class 12 contains 163070 members 
Mstep: Class 13 contains 71199 members 
Mstep: Class 14 contains 28413 members 
Mstep: Class 15 contains 48343 members 
Mstep: Class 16 contains 108262 members 
Mstep: Class 17 contains 66799 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 21628 members 
Mstep: Class 20 contains 31186 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22298 members 
Mstep: Class 23 contains 7234 members 
Mstep: Class 24 contains 43069 members 
Mstep: Class 25 contains 246026 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174417 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5016 members 
Mstep: Class 30 contains 3923 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527760.000000 Penalty: 110668.640625
Iteration 152Q: 32 clusters Score -2.055278e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 100199 members 
Mstep: Class 3 contains 41554 members 
Mstep: Class 4 contains 17976 members 
Mstep: Class 5 contains 32092 members 
Mstep: Class 6 contains 210262 members 
Mstep: Class 7 contains 81960 members 
Mstep: Class 8 contains 7182 members 
Mstep: Class 9 contains 17864 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 175500 members 
Mstep: Class 12 contains 163173 members 
Mstep: Class 13 contains 71204 members 
Mstep: Class 14 contains 28474 members 
Mstep: Class 15 contains 48352 members 
Mstep: Class 16 contains 108314 members 
Mstep: Class 17 contains 67140 members 
Mstep: Class 18 contains 3538 members 
Mstep: Class 19 contains 21591 members 
Mstep: Class 20 contains 31134 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22269 members 
Mstep: Class 23 contains 7235 members 
Mstep: Class 24 contains 43041 members 
Mstep: Class 25 contains 246002 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174419 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 3924 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527552.000000 Penalty: 110668.640625
Iteration 153Q: 32 clusters Score -2.055276e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 100096 members 
Mstep: Class 3 contains 41537 members 
Mstep: Class 4 contains 18003 members 
Mstep: Class 5 contains 32071 members 
Mstep: Class 6 contains 210227 members 
Mstep: Class 7 contains 81964 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 32008 members 
Mstep: Class 11 contains 175268 members 
Mstep: Class 12 contains 163258 members 
Mstep: Class 13 contains 71211 members 
Mstep: Class 14 contains 28522 members 
Mstep: Class 15 contains 48361 members 
Mstep: Class 16 contains 108350 members 
Mstep: Class 17 contains 67471 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 21563 members 
Mstep: Class 20 contains 31086 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22239 members 
Mstep: Class 23 contains 7233 members 
Mstep: Class 24 contains 43011 members 
Mstep: Class 25 contains 245983 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174419 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5021 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527504.000000 Penalty: 110668.640625
Iteration 154Q: 32 clusters Score -2.055275e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 100018 members 
Mstep: Class 3 contains 41530 members 
Mstep: Class 4 contains 18032 members 
Mstep: Class 5 contains 32044 members 
Mstep: Class 6 contains 210153 members 
Mstep: Class 7 contains 81958 members 
Mstep: Class 8 contains 7186 members 
Mstep: Class 9 contains 17861 members 
Mstep: Class 10 contains 32000 members 
Mstep: Class 11 contains 175079 members 
Mstep: Class 12 contains 163354 members 
Mstep: Class 13 contains 71202 members 
Mstep: Class 14 contains 28567 members 
Mstep: Class 15 contains 48373 members 
Mstep: Class 16 contains 108379 members 
Mstep: Class 17 contains 67759 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 21529 members 
Mstep: Class 20 contains 31049 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22211 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 42988 members 
Mstep: Class 25 contains 245974 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174427 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 3926 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528288.000000 Penalty: 110668.640625
Iteration 155Q: 32 clusters Score -2.055283e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 99933 members 
Mstep: Class 3 contains 41521 members 
Mstep: Class 4 contains 18033 members 
Mstep: Class 5 contains 32026 members 
Mstep: Class 6 contains 210107 members 
Mstep: Class 7 contains 81954 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 17853 members 
Mstep: Class 10 contains 31982 members 
Mstep: Class 11 contains 174899 members 
Mstep: Class 12 contains 163437 members 
Mstep: Class 13 contains 71197 members 
Mstep: Class 14 contains 28621 members 
Mstep: Class 15 contains 48381 members 
Mstep: Class 16 contains 108413 members 
Mstep: Class 17 contains 68037 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 21492 members 
Mstep: Class 20 contains 31019 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22184 members 
Mstep: Class 23 contains 7226 members 
Mstep: Class 24 contains 42964 members 
Mstep: Class 25 contains 245954 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174445 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528432.000000 Penalty: 110668.640625
Iteration 156Q: 32 clusters Score -2.055284e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 99839 members 
Mstep: Class 3 contains 41513 members 
Mstep: Class 4 contains 18015 members 
Mstep: Class 5 contains 32021 members 
Mstep: Class 6 contains 210095 members 
Mstep: Class 7 contains 81961 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 17848 members 
Mstep: Class 10 contains 31968 members 
Mstep: Class 11 contains 174745 members 
Mstep: Class 12 contains 163484 members 
Mstep: Class 13 contains 71189 members 
Mstep: Class 14 contains 28682 members 
Mstep: Class 15 contains 48390 members 
Mstep: Class 16 contains 108439 members 
Mstep: Class 17 contains 68285 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 21459 members 
Mstep: Class 20 contains 30976 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22157 members 
Mstep: Class 23 contains 7224 members 
Mstep: Class 24 contains 42929 members 
Mstep: Class 25 contains 245968 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174449 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5024 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528400.000000 Penalty: 110668.640625
Iteration 157Q: 32 clusters Score -2.055284e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 99729 members 
Mstep: Class 3 contains 41509 members 
Mstep: Class 4 contains 18007 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 210103 members 
Mstep: Class 7 contains 81961 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 31960 members 
Mstep: Class 11 contains 174638 members 
Mstep: Class 12 contains 163541 members 
Mstep: Class 13 contains 71172 members 
Mstep: Class 14 contains 28744 members 
Mstep: Class 15 contains 48404 members 
Mstep: Class 16 contains 108484 members 
Mstep: Class 17 contains 68492 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 21408 members 
Mstep: Class 20 contains 30929 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22132 members 
Mstep: Class 23 contains 7226 members 
Mstep: Class 24 contains 42899 members 
Mstep: Class 25 contains 245947 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174465 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5030 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527824.000000 Penalty: 110668.640625
Iteration 158Q: 32 clusters Score -2.055278e+08 nChanged 1520
Entering ConstructFrom: 
Score: -205527824.000000 Penalty: 110668.640625
Entering ConstructFrom: 
Trying to split cluster 1 (20766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Entering Unmasked Estep 
Score: -2418483.250000 Penalty: 2465.385986
	Iteration 0F: 2 clusters Score -2418483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2403979.250000 Penalty: 4930.771973
	Iteration 0F: 3 clusters Score -2403979 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2409035.500000 Penalty: 4930.771973
	Iteration 1F: 3 clusters Score -2409036 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2409654.250000 Penalty: 4930.771973
	Iteration 2F: 3 clusters Score -2409654 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2410311.000000 Penalty: 4930.771973
	Iteration 3F: 3 clusters Score -2410311 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2411171.750000 Penalty: 4930.771973
	Iteration 4F: 3 clusters Score -2411172 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2412198.250000 Penalty: 4930.771973
	Iteration 5F: 3 clusters Score -2412198 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2413197.750000 Penalty: 4930.771973
	Iteration 6F: 3 clusters Score -2413198 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2414147.750000 Penalty: 4930.771973
	Iteration 7F: 3 clusters Score -2414148 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2414948.500000 Penalty: 4930.771973
	Iteration 8F: 3 clusters Score -2414948 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2415496.250000 Penalty: 4930.771973
	Iteration 9Q: 3 clusters Score -2415496 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2415815.750000 Penalty: 4930.771973
	Iteration 10Q: 3 clusters Score -2415816 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2416032.500000 Penalty: 4930.771973
	Iteration 11Q: 3 clusters Score -2416032 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2416205.250000 Penalty: 4930.771973
	Iteration 12Q: 3 clusters Score -2416205 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2416340.500000 Penalty: 4930.771973
	Iteration 13Q: 3 clusters Score -2416340 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2416446.750000 Penalty: 4930.771973
	Iteration 14Q: 3 clusters Score -2416447 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2416525.750000 Penalty: 4930.771973
	Iteration 15Q: 3 clusters Score -2416526 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2416574.750000 Penalty: 4930.771973
	Iteration 16Q: 3 clusters Score -2416575 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2416634.000000 Penalty: 4930.771973
	Iteration 17Q: 3 clusters Score -2416634 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2416665.750000 Penalty: 4930.771973
	Iteration 18Q: 3 clusters Score -2416666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2416703.000000 Penalty: 4930.771973
	Iteration 19Q: 3 clusters Score -2416703 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2416727.750000 Penalty: 4930.771973
	Iteration 20F: 3 clusters Score -2416728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2416743.750000 Penalty: 4930.771973
	Iteration 21Q: 3 clusters Score -2416744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2416760.750000 Penalty: 4930.771973
	Iteration 22Q: 3 clusters Score -2416761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2416767.250000 Penalty: 4930.771973
	Iteration 23Q: 3 clusters Score -2416767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2416780.250000 Penalty: 4930.771973
	Iteration 24Q: 3 clusters Score -2416780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2416792.500000 Penalty: 4930.771973
	Iteration 25Q: 3 clusters Score -2416792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2416806.250000 Penalty: 4930.771973
	Iteration 26Q: 3 clusters Score -2416806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2416814.750000 Penalty: 4930.771973
	Iteration 27Q: 3 clusters Score -2416815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2416817.250000 Penalty: 4930.771973
	Iteration 28Q: 3 clusters Score -2416817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2416820.250000 Penalty: 4930.771973
	Iteration 29Q: 3 clusters Score -2416820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2416821.000000 Penalty: 4930.771973
	Iteration 30Q: 3 clusters Score -2416821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2416827.750000 Penalty: 4930.771973
	Iteration 31Q: 3 clusters Score -2416828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2416830.500000 Penalty: 4930.771973
	Iteration 32Q: 3 clusters Score -2416830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2416829.000000 Penalty: 4930.771973
	Iteration 33Q: 3 clusters Score -2416829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2416831.000000 Penalty: 4930.771973
	Iteration 34Q: 3 clusters Score -2416831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2416828.500000 Penalty: 4930.771973
	Iteration 35Q: 3 clusters Score -2416828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2416835.500000 Penalty: 4930.771973
	Iteration 36Q: 3 clusters Score -2416836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2416840.500000 Penalty: 4930.771973
	Iteration 37Q: 3 clusters Score -2416840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2416839.000000 Penalty: 4930.771973
	Iteration 38Q: 3 clusters Score -2416839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2416832.750000 Penalty: 4930.771973
	Iteration 39Q: 3 clusters Score -2416833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2416836.750000 Penalty: 4930.771973
	Iteration 40F: 3 clusters Score -2416837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2416841.000000 Penalty: 4930.771973
	Iteration 41Q: 3 clusters Score -2416841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2416835.750000 Penalty: 4930.771973
	Iteration 42Q: 3 clusters Score -2416836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2416836.000000 Penalty: 4930.771973
	Iteration 43Q: 3 clusters Score -2416836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2416837.750000 Penalty: 4930.771973
	Iteration 44Q: 3 clusters Score -2416838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2416841.500000 Penalty: 4930.771973
	Iteration 45Q: 3 clusters Score -2416842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2416846.000000 Penalty: 4930.771973
	Iteration 46Q: 3 clusters Score -2416846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2416845.000000 Penalty: 4930.771973
	Iteration 47Q: 3 clusters Score -2416845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2416845.250000 Penalty: 4930.771973
	Iteration 48Q: 3 clusters Score -2416845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2416847.500000 Penalty: 4930.771973
	Iteration 49Q: 3 clusters Score -2416848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2416850.500000 Penalty: 4930.771973
	Iteration 50Q: 3 clusters Score -2416850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2416845.500000 Penalty: 4930.771973
	Iteration 51Q: 3 clusters Score -2416846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2416849.750000 Penalty: 4930.771973
	Iteration 52Q: 3 clusters Score -2416850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2416857.750000 Penalty: 4930.771973
	Iteration 53Q: 3 clusters Score -2416858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2416864.500000 Penalty: 4930.771973
	Iteration 54Q: 3 clusters Score -2416864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2416869.000000 Penalty: 4930.771973
	Iteration 55Q: 3 clusters Score -2416869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2416880.750000 Penalty: 4930.771973
	Iteration 56Q: 3 clusters Score -2416881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2416878.000000 Penalty: 4930.771973
	Iteration 57Q: 3 clusters Score -2416878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2416892.000000 Penalty: 4930.771973
	Iteration 58Q: 3 clusters Score -2416892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2416895.500000 Penalty: 4930.771973
	Iteration 59Q: 3 clusters Score -2416896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2416895.250000 Penalty: 4930.771973
	Iteration 60F: 3 clusters Score -2416895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2416902.500000 Penalty: 4930.771973
	Iteration 61Q: 3 clusters Score -2416902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2416908.750000 Penalty: 4930.771973
	Iteration 62Q: 3 clusters Score -2416909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2416913.500000 Penalty: 4930.771973
	Iteration 63Q: 3 clusters Score -2416914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2416912.750000 Penalty: 4930.771973
	Iteration 64Q: 3 clusters Score -2416913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2416921.250000 Penalty: 4930.771973
	Iteration 65Q: 3 clusters Score -2416921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2416931.000000 Penalty: 4930.771973
	Iteration 66Q: 3 clusters Score -2416931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2416926.250000 Penalty: 4930.771973
	Iteration 67Q: 3 clusters Score -2416926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2416929.750000 Penalty: 4930.771973
	Iteration 68Q: 3 clusters Score -2416930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2416934.000000 Penalty: 4930.771973
	Iteration 69Q: 3 clusters Score -2416934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2416935.250000 Penalty: 4930.771973
	Iteration 70Q: 3 clusters Score -2416935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2416940.500000 Penalty: 4930.771973
	Iteration 71Q: 3 clusters Score -2416940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2416944.000000 Penalty: 4930.771973
	Iteration 72Q: 3 clusters Score -2416944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2416940.500000 Penalty: 4930.771973
	Iteration 73Q: 3 clusters Score -2416940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2416941.500000 Penalty: 4930.771973
	Iteration 74Q: 3 clusters Score -2416942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2416943.500000 Penalty: 4930.771973
	Iteration 75Q: 3 clusters Score -2416944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2416938.750000 Penalty: 4930.771973
	Iteration 76Q: 3 clusters Score -2416939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2416940.750000 Penalty: 4930.771973
	Iteration 77Q: 3 clusters Score -2416941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2416943.750000 Penalty: 4930.771973
	Iteration 78Q: 3 clusters Score -2416944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2416945.250000 Penalty: 4930.771973
	Iteration 79Q: 3 clusters Score -2416945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2416943.000000 Penalty: 4930.771973
	Iteration 80F: 3 clusters Score -2416943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2416942.250000 Penalty: 4930.771973
	Iteration 81Q: 3 clusters Score -2416942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2416943.500000 Penalty: 4930.771973
	Iteration 82Q: 3 clusters Score -2416944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2416944.000000 Penalty: 4930.771973
	Iteration 83Q: 3 clusters Score -2416944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2416943.500000 Penalty: 4930.771973
	Iteration 84Q: 3 clusters Score -2416944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2416945.250000 Penalty: 4930.771973
	Iteration 85Q: 3 clusters Score -2416945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2416945.750000 Penalty: 4930.771973
	Iteration 86Q: 3 clusters Score -2416946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2416945.750000 Penalty: 4930.771973
	Iteration 87F: 3 clusters Score -2416946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Entering Unmasked Estep 
Score: -11868514.000000 Penalty: 2854.208984
	Iteration 0F: 2 clusters Score -1.186851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -11802142.000000 Penalty: 5708.417969
	Iteration 0F: 3 clusters Score -1.180214e+07 nChanged 47210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -11828807.000000 Penalty: 5708.417969
	Iteration 1F: 3 clusters Score -1.182881e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -11829423.000000 Penalty: 5708.417969
	Iteration 2Q: 3 clusters Score -1.182942e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -11830150.000000 Penalty: 5708.417969
	Iteration 3Q: 3 clusters Score -1.183015e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -11830912.000000 Penalty: 5708.417969
	Iteration 4Q: 3 clusters Score -1.183091e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -11831707.000000 Penalty: 5708.417969
	Iteration 5Q: 3 clusters Score -1.183171e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -11832722.000000 Penalty: 5708.417969
	Iteration 6Q: 3 clusters Score -1.183272e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -11834295.000000 Penalty: 5708.417969
	Iteration 7Q: 3 clusters Score -1.18343e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -11836684.000000 Penalty: 5708.417969
	Iteration 8Q: 3 clusters Score -1.183668e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -11840259.000000 Penalty: 5708.417969
	Iteration 9F: 3 clusters Score -1.184026e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -11845158.000000 Penalty: 5708.417969
	Iteration 10F: 3 clusters Score -1.184516e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -11851456.000000 Penalty: 5708.417969
	Iteration 11F: 3 clusters Score -1.185146e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -11857210.000000 Penalty: 5708.417969
	Iteration 12F: 3 clusters Score -1.185721e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -11861391.000000 Penalty: 5708.417969
	Iteration 13Q: 3 clusters Score -1.186139e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -11863705.000000 Penalty: 5708.417969
	Iteration 14Q: 3 clusters Score -1.18637e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -11864888.000000 Penalty: 5708.417969
	Iteration 15Q: 3 clusters Score -1.186489e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -11865458.000000 Penalty: 5708.417969
	Iteration 16Q: 3 clusters Score -1.186546e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -11865731.000000 Penalty: 5708.417969
	Iteration 17Q: 3 clusters Score -1.186573e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -11865866.000000 Penalty: 5708.417969
	Iteration 18Q: 3 clusters Score -1.186587e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -11865949.000000 Penalty: 5708.417969
	Iteration 19Q: 3 clusters Score -1.186595e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -11866003.000000 Penalty: 5708.417969
	Iteration 20F: 3 clusters Score -1.1866e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 99122 members 
Entering Unmasked Estep 
Score: -11866064.000000 Penalty: 5708.417969
	Iteration 21Q: 3 clusters Score -1.186606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -11866074.000000 Penalty: 5708.417969
	Iteration 22Q: 3 clusters Score -1.186607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -11866101.000000 Penalty: 5708.417969
	Iteration 23Q: 3 clusters Score -1.18661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 99154 members 
Entering Unmasked Estep 
Score: -11866110.000000 Penalty: 5708.417969
	Iteration 24Q: 3 clusters Score -1.186611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -11866115.000000 Penalty: 5708.417969
	Iteration 25Q: 3 clusters Score -1.186612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -11866134.000000 Penalty: 5708.417969
	Iteration 26Q: 3 clusters Score -1.186613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -11866142.000000 Penalty: 5708.417969
	Iteration 27Q: 3 clusters Score -1.186614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -11866142.000000 Penalty: 5708.417969
	Iteration 28Q: 3 clusters Score -1.186614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -11866147.000000 Penalty: 5708.417969
	Iteration 29Q: 3 clusters Score -1.186615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -11866158.000000 Penalty: 5708.417969
	Iteration 30Q: 3 clusters Score -1.186616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -11866157.000000 Penalty: 5708.417969
	Iteration 31Q: 3 clusters Score -1.186616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -11866159.000000 Penalty: 5708.417969
	Iteration 32Q: 3 clusters Score -1.186616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -11866159.000000 Penalty: 5708.417969
	Iteration 33F: 3 clusters Score -1.186616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Entering Unmasked Estep 
Score: -4983583.000000 Penalty: 2637.137207
	Iteration 0F: 2 clusters Score -4983583 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 20532 members 
Entering Unmasked Estep 
Score: -4955504.000000 Penalty: 5274.274414
	Iteration 0F: 3 clusters Score -4955504 nChanged 19046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4965934.000000 Penalty: 5274.274414
	Iteration 1F: 3 clusters Score -4965934 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -4966506.000000 Penalty: 5274.274414
	Iteration 2Q: 3 clusters Score -4966506 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4967182.000000 Penalty: 5274.274414
	Iteration 3Q: 3 clusters Score -4967182 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4968067.000000 Penalty: 5274.274414
	Iteration 4Q: 3 clusters Score -4968067 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4969367.000000 Penalty: 5274.274414
	Iteration 5F: 3 clusters Score -4969367 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4971139.500000 Penalty: 5274.274414
	Iteration 6F: 3 clusters Score -4971140 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4973346.500000 Penalty: 5274.274414
	Iteration 7F: 3 clusters Score -4973346 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4975828.500000 Penalty: 5274.274414
	Iteration 8F: 3 clusters Score -4975828 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4978009.500000 Penalty: 5274.274414
	Iteration 9F: 3 clusters Score -4978010 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4979522.000000 Penalty: 5274.274414
	Iteration 10Q: 3 clusters Score -4979522 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4980376.000000 Penalty: 5274.274414
	Iteration 11Q: 3 clusters Score -4980376 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4980770.500000 Penalty: 5274.274414
	Iteration 12Q: 3 clusters Score -4980770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4980978.500000 Penalty: 5274.274414
	Iteration 13Q: 3 clusters Score -4980978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4981096.500000 Penalty: 5274.274414
	Iteration 14Q: 3 clusters Score -4981096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4981164.000000 Penalty: 5274.274414
	Iteration 15Q: 3 clusters Score -4981164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4981193.000000 Penalty: 5274.274414
	Iteration 16Q: 3 clusters Score -4981193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4981215.000000 Penalty: 5274.274414
	Iteration 17Q: 3 clusters Score -4981215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4981252.500000 Penalty: 5274.274414
	Iteration 18Q: 3 clusters Score -4981252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4981277.500000 Penalty: 5274.274414
	Iteration 19Q: 3 clusters Score -4981278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4981299.500000 Penalty: 5274.274414
	Iteration 20F: 3 clusters Score -4981300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4981308.500000 Penalty: 5274.274414
	Iteration 21Q: 3 clusters Score -4981308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4981316.000000 Penalty: 5274.274414
	Iteration 22Q: 3 clusters Score -4981316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4981319.500000 Penalty: 5274.274414
	Iteration 23Q: 3 clusters Score -4981320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4981320.500000 Penalty: 5274.274414
	Iteration 24Q: 3 clusters Score -4981320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4981325.500000 Penalty: 5274.274414
	Iteration 25Q: 3 clusters Score -4981326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4981329.500000 Penalty: 5274.274414
	Iteration 26Q: 3 clusters Score -4981330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4981324.000000 Penalty: 5274.274414
	Iteration 27Q: 3 clusters Score -4981324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4981324.000000 Penalty: 5274.274414
	Iteration 28F: 3 clusters Score -4981324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Entering Unmasked Estep 
Score: -2054536.375000 Penalty: 2429.563232
	Iteration 0F: 2 clusters Score -2054536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2041753.750000 Penalty: 4859.126465
	Iteration 0F: 3 clusters Score -2041754 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2046212.625000 Penalty: 4859.126465
	Iteration 1F: 3 clusters Score -2046213 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2046987.125000 Penalty: 4859.126465
	Iteration 2F: 3 clusters Score -2046987 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2047947.250000 Penalty: 4859.126465
	Iteration 3F: 3 clusters Score -2047947 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2049045.375000 Penalty: 4859.126465
	Iteration 4F: 3 clusters Score -2049045 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2050154.750000 Penalty: 4859.126465
	Iteration 5F: 3 clusters Score -2050155 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2051198.375000 Penalty: 4859.126465
	Iteration 6F: 3 clusters Score -2051198 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2052000.000000 Penalty: 4859.126465
	Iteration 7F: 3 clusters Score -2052000 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2052629.125000 Penalty: 4859.126465
	Iteration 8Q: 3 clusters Score -2052629 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2053059.625000 Penalty: 4859.126465
	Iteration 9Q: 3 clusters Score -2053060 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2053319.875000 Penalty: 4859.126465
	Iteration 10Q: 3 clusters Score -2053320 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2053519.875000 Penalty: 4859.126465
	Iteration 11Q: 3 clusters Score -2053520 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2053675.250000 Penalty: 4859.126465
	Iteration 12Q: 3 clusters Score -2053675 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2053815.625000 Penalty: 4859.126465
	Iteration 13Q: 3 clusters Score -2053816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2053939.875000 Penalty: 4859.126465
	Iteration 14Q: 3 clusters Score -2053940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2054062.375000 Penalty: 4859.126465
	Iteration 15Q: 3 clusters Score -2054062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2054144.125000 Penalty: 4859.126465
	Iteration 16Q: 3 clusters Score -2054144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2054199.125000 Penalty: 4859.126465
	Iteration 17Q: 3 clusters Score -2054199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2054244.375000 Penalty: 4859.126465
	Iteration 18Q: 3 clusters Score -2054244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2054273.125000 Penalty: 4859.126465
	Iteration 19Q: 3 clusters Score -2054273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2054296.375000 Penalty: 4859.126465
	Iteration 20F: 3 clusters Score -2054296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2054318.375000 Penalty: 4859.126465
	Iteration 21Q: 3 clusters Score -2054318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2054332.625000 Penalty: 4859.126465
	Iteration 22Q: 3 clusters Score -2054333 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2054345.125000 Penalty: 4859.126465
	Iteration 23Q: 3 clusters Score -2054345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2054356.375000 Penalty: 4859.126465
	Iteration 24Q: 3 clusters Score -2054356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2054371.250000 Penalty: 4859.126465
	Iteration 25Q: 3 clusters Score -2054371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2054376.625000 Penalty: 4859.126465
	Iteration 26Q: 3 clusters Score -2054377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2054382.250000 Penalty: 4859.126465
	Iteration 27Q: 3 clusters Score -2054382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2054388.750000 Penalty: 4859.126465
	Iteration 28Q: 3 clusters Score -2054389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2054392.375000 Penalty: 4859.126465
	Iteration 29Q: 3 clusters Score -2054392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2054394.875000 Penalty: 4859.126465
	Iteration 30Q: 3 clusters Score -2054395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2054393.250000 Penalty: 4859.126465
	Iteration 31Q: 3 clusters Score -2054393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2054393.125000 Penalty: 4859.126465
	Iteration 32Q: 3 clusters Score -2054393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2054395.250000 Penalty: 4859.126465
	Iteration 33Q: 3 clusters Score -2054395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2054396.750000 Penalty: 4859.126465
	Iteration 34Q: 3 clusters Score -2054397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2054397.125000 Penalty: 4859.126465
	Iteration 35Q: 3 clusters Score -2054397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2054397.250000 Penalty: 4859.126465
	Iteration 36Q: 3 clusters Score -2054397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2054398.250000 Penalty: 4859.126465
	Iteration 37Q: 3 clusters Score -2054398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2054397.625000 Penalty: 4859.126465
	Iteration 38Q: 3 clusters Score -2054398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2054396.750000 Penalty: 4859.126465
	Iteration 39Q: 3 clusters Score -2054397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2054397.625000 Penalty: 4859.126465
	Iteration 40F: 3 clusters Score -2054398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Entering Unmasked Estep 
Score: -3554181.500000 Penalty: 2572.362061
	Iteration 0F: 2 clusters Score -3554182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3532203.250000 Penalty: 5144.724121
	Iteration 0F: 3 clusters Score -3532203 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3540893.250000 Penalty: 5144.724121
	Iteration 1F: 3 clusters Score -3540893 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3542236.500000 Penalty: 5144.724121
	Iteration 2F: 3 clusters Score -3542236 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3543590.750000 Penalty: 5144.724121
	Iteration 3F: 3 clusters Score -3543591 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3544913.000000 Penalty: 5144.724121
	Iteration 4F: 3 clusters Score -3544913 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3546200.750000 Penalty: 5144.724121
	Iteration 5F: 3 clusters Score -3546201 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3547381.500000 Penalty: 5144.724121
	Iteration 6F: 3 clusters Score -3547382 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3548469.000000 Penalty: 5144.724121
	Iteration 7F: 3 clusters Score -3548469 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3549427.000000 Penalty: 5144.724121
	Iteration 8Q: 3 clusters Score -3549427 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3550237.250000 Penalty: 5144.724121
	Iteration 9Q: 3 clusters Score -3550237 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3550862.750000 Penalty: 5144.724121
	Iteration 10Q: 3 clusters Score -3550863 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3551309.750000 Penalty: 5144.724121
	Iteration 11Q: 3 clusters Score -3551310 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3551663.750000 Penalty: 5144.724121
	Iteration 12Q: 3 clusters Score -3551664 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3551966.250000 Penalty: 5144.724121
	Iteration 13Q: 3 clusters Score -3551966 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3552245.750000 Penalty: 5144.724121
	Iteration 14Q: 3 clusters Score -3552246 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3552538.250000 Penalty: 5144.724121
	Iteration 15Q: 3 clusters Score -3552538 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3552866.750000 Penalty: 5144.724121
	Iteration 16Q: 3 clusters Score -3552867 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3553170.500000 Penalty: 5144.724121
	Iteration 17Q: 3 clusters Score -3553170 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3553434.000000 Penalty: 5144.724121
	Iteration 18Q: 3 clusters Score -3553434 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3553652.750000 Penalty: 5144.724121
	Iteration 19Q: 3 clusters Score -3553653 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3553798.500000 Penalty: 5144.724121
	Iteration 20F: 3 clusters Score -3553798 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3553883.000000 Penalty: 5144.724121
	Iteration 21Q: 3 clusters Score -3553883 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3553946.000000 Penalty: 5144.724121
	Iteration 22Q: 3 clusters Score -3553946 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3553984.750000 Penalty: 5144.724121
	Iteration 23Q: 3 clusters Score -3553985 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3554020.500000 Penalty: 5144.724121
	Iteration 24Q: 3 clusters Score -3554020 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3554037.250000 Penalty: 5144.724121
	Iteration 25Q: 3 clusters Score -3554037 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3554052.000000 Penalty: 5144.724121
	Iteration 26Q: 3 clusters Score -3554052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3554064.500000 Penalty: 5144.724121
	Iteration 27Q: 3 clusters Score -3554064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3554074.750000 Penalty: 5144.724121
	Iteration 28Q: 3 clusters Score -3554075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3554082.500000 Penalty: 5144.724121
	Iteration 29Q: 3 clusters Score -3554082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3554076.750000 Penalty: 5144.724121
	Iteration 30Q: 3 clusters Score -3554077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3554082.500000 Penalty: 5144.724121
	Iteration 31Q: 3 clusters Score -3554082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3554083.000000 Penalty: 5144.724121
	Iteration 32Q: 3 clusters Score -3554083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3554089.750000 Penalty: 5144.724121
	Iteration 33Q: 3 clusters Score -3554090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3554088.500000 Penalty: 5144.724121
	Iteration 34Q: 3 clusters Score -3554088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3554097.250000 Penalty: 5144.724121
	Iteration 35Q: 3 clusters Score -3554097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3554098.000000 Penalty: 5144.724121
	Iteration 36Q: 3 clusters Score -3554098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3554106.500000 Penalty: 5144.724121
	Iteration 37Q: 3 clusters Score -3554106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3554100.250000 Penalty: 5144.724121
	Iteration 38Q: 3 clusters Score -3554100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3554096.250000 Penalty: 5144.724121
	Iteration 39Q: 3 clusters Score -3554096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3554098.250000 Penalty: 5144.724121
	Iteration 40F: 3 clusters Score -3554098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3554099.750000 Penalty: 5144.724121
	Iteration 41Q: 3 clusters Score -3554100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3554102.750000 Penalty: 5144.724121
	Iteration 42Q: 3 clusters Score -3554103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3554107.500000 Penalty: 5144.724121
	Iteration 43Q: 3 clusters Score -3554108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3554110.750000 Penalty: 5144.724121
	Iteration 44Q: 3 clusters Score -3554111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3554111.000000 Penalty: 5144.724121
	Iteration 45Q: 3 clusters Score -3554111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3554113.250000 Penalty: 5144.724121
	Iteration 46Q: 3 clusters Score -3554113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3554106.000000 Penalty: 5144.724121
	Iteration 47Q: 3 clusters Score -3554106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3554106.750000 Penalty: 5144.724121
	Iteration 48Q: 3 clusters Score -3554107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3554107.000000 Penalty: 5144.724121
	Iteration 49Q: 3 clusters Score -3554107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3554110.750000 Penalty: 5144.724121
	Iteration 50Q: 3 clusters Score -3554111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3554115.750000 Penalty: 5144.724121
	Iteration 51Q: 3 clusters Score -3554116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3554109.750000 Penalty: 5144.724121
	Iteration 52Q: 3 clusters Score -3554110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3554107.750000 Penalty: 5144.724121
	Iteration 53Q: 3 clusters Score -3554108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3554103.000000 Penalty: 5144.724121
	Iteration 54Q: 3 clusters Score -3554103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3554102.250000 Penalty: 5144.724121
	Iteration 55Q: 3 clusters Score -3554102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3554105.750000 Penalty: 5144.724121
	Iteration 56Q: 3 clusters Score -3554106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3554099.750000 Penalty: 5144.724121
	Iteration 57Q: 3 clusters Score -3554100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3554106.000000 Penalty: 5144.724121
	Iteration 58Q: 3 clusters Score -3554106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3554110.000000 Penalty: 5144.724121
	Iteration 59Q: 3 clusters Score -3554110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3554113.250000 Penalty: 5144.724121
	Iteration 60F: 3 clusters Score -3554113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3554114.500000 Penalty: 5144.724121
	Iteration 61Q: 3 clusters Score -3554114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3554111.750000 Penalty: 5144.724121
	Iteration 62Q: 3 clusters Score -3554112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -3554121.750000 Penalty: 5144.724121
	Iteration 63Q: 3 clusters Score -3554122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3554122.250000 Penalty: 5144.724121
	Iteration 64Q: 3 clusters Score -3554122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3554123.000000 Penalty: 5144.724121
	Iteration 65Q: 3 clusters Score -3554123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3554117.250000 Penalty: 5144.724121
	Iteration 66Q: 3 clusters Score -3554117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3554123.750000 Penalty: 5144.724121
	Iteration 67Q: 3 clusters Score -3554124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3554119.000000 Penalty: 5144.724121
	Iteration 68Q: 3 clusters Score -3554119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3554128.000000 Penalty: 5144.724121
	Iteration 69Q: 3 clusters Score -3554128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3554126.500000 Penalty: 5144.724121
	Iteration 70Q: 3 clusters Score -3554126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3554129.750000 Penalty: 5144.724121
	Iteration 71Q: 3 clusters Score -3554130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3554133.750000 Penalty: 5144.724121
	Iteration 72Q: 3 clusters Score -3554134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3554131.250000 Penalty: 5144.724121
	Iteration 73Q: 3 clusters Score -3554131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3554128.000000 Penalty: 5144.724121
	Iteration 74Q: 3 clusters Score -3554128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3554129.000000 Penalty: 5144.724121
	Iteration 75Q: 3 clusters Score -3554129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3554132.250000 Penalty: 5144.724121
	Iteration 76Q: 3 clusters Score -3554132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3554131.500000 Penalty: 5144.724121
	Iteration 77Q: 3 clusters Score -3554132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3554127.000000 Penalty: 5144.724121
	Iteration 78Q: 3 clusters Score -3554127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3554132.500000 Penalty: 5144.724121
	Iteration 79Q: 3 clusters Score -3554132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3554138.750000 Penalty: 5144.724121
	Iteration 80F: 3 clusters Score -3554139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3554137.250000 Penalty: 5144.724121
	Iteration 81Q: 3 clusters Score -3554137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3554138.750000 Penalty: 5144.724121
	Iteration 82Q: 3 clusters Score -3554139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3554137.250000 Penalty: 5144.724121
	Iteration 83Q: 3 clusters Score -3554137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3554140.250000 Penalty: 5144.724121
	Iteration 84Q: 3 clusters Score -3554140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3554140.250000 Penalty: 5144.724121
	Iteration 85F: 3 clusters Score -3554140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (210118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210118 members 
Entering Unmasked Estep 
Score: -25142378.000000 Penalty: 3039.345215
	Iteration 0F: 2 clusters Score -2.514238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104796 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -25018504.000000 Penalty: 6078.690430
	Iteration 0F: 3 clusters Score -2.50185e+07 nChanged 101401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -25078786.000000 Penalty: 6078.690430
	Iteration 1F: 3 clusters Score -2.507879e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -25080616.000000 Penalty: 6078.690430
	Iteration 2Q: 3 clusters Score -2.508062e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 119036 members 
Entering Unmasked Estep 
Score: -25083234.000000 Penalty: 6078.690430
	Iteration 3Q: 3 clusters Score -2.508323e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 126923 members 
Entering Unmasked Estep 
Score: -25087558.000000 Penalty: 6078.690430
	Iteration 4Q: 3 clusters Score -2.508756e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 138038 members 
Entering Unmasked Estep 
Score: -25094482.000000 Penalty: 6078.690430
	Iteration 5F: 3 clusters Score -2.509448e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -25105570.000000 Penalty: 6078.690430
	Iteration 6F: 3 clusters Score -2.510557e+07 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 170398 members 
Entering Unmasked Estep 
Score: -25116464.000000 Penalty: 6078.690430
	Iteration 7F: 3 clusters Score -2.511646e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 187155 members 
Entering Unmasked Estep 
Score: -25126344.000000 Penalty: 6078.690430
	Iteration 8F: 3 clusters Score -2.512634e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 198897 members 
Entering Unmasked Estep 
Score: -25133568.000000 Penalty: 6078.690430
	Iteration 9F: 3 clusters Score -2.513357e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 205194 members 
Entering Unmasked Estep 
Score: -25137144.000000 Penalty: 6078.690430
	Iteration 10Q: 3 clusters Score -2.513714e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 207953 members 
Entering Unmasked Estep 
Score: -25138750.000000 Penalty: 6078.690430
	Iteration 11Q: 3 clusters Score -2.513875e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 208975 members 
Entering Unmasked Estep 
Score: -25139390.000000 Penalty: 6078.690430
	Iteration 12Q: 3 clusters Score -2.513939e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 209340 members 
Entering Unmasked Estep 
Score: -25139610.000000 Penalty: 6078.690430
	Iteration 13Q: 3 clusters Score -2.513961e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 209502 members 
Entering Unmasked Estep 
Score: -25139744.000000 Penalty: 6078.690430
	Iteration 14Q: 3 clusters Score -2.513974e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 209575 members 
Entering Unmasked Estep 
Score: -25139806.000000 Penalty: 6078.690430
	Iteration 15Q: 3 clusters Score -2.513981e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 209617 members 
Entering Unmasked Estep 
Score: -25139812.000000 Penalty: 6078.690430
	Iteration 16Q: 3 clusters Score -2.513981e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 209644 members 
Entering Unmasked Estep 
Score: -25139858.000000 Penalty: 6078.690430
	Iteration 17Q: 3 clusters Score -2.513986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 209654 members 
Entering Unmasked Estep 
Score: -25139868.000000 Penalty: 6078.690430
	Iteration 18Q: 3 clusters Score -2.513987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 209662 members 
Entering Unmasked Estep 
Score: -25139864.000000 Penalty: 6078.690430
	Iteration 19Q: 3 clusters Score -2.513986e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 209666 members 
Entering Unmasked Estep 
Score: -25139904.000000 Penalty: 6078.690430
	Iteration 20F: 3 clusters Score -2.51399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209667 members 
Entering Unmasked Estep 
Score: -25139930.000000 Penalty: 6078.690430
	Iteration 21Q: 3 clusters Score -2.513993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 209668 members 
Entering Unmasked Estep 
Score: -25139930.000000 Penalty: 6078.690430
	Iteration 22Q: 3 clusters Score -2.513993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209667 members 
Entering Unmasked Estep 
Score: -25139940.000000 Penalty: 6078.690430
	Iteration 23Q: 3 clusters Score -2.513994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 209670 members 
Entering Unmasked Estep 
Score: -25139922.000000 Penalty: 6078.690430
	Iteration 24Q: 3 clusters Score -2.513992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 209670 members 
Entering Unmasked Estep 
Score: -25139926.000000 Penalty: 6078.690430
	Iteration 25Q: 3 clusters Score -2.513993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 209669 members 
Entering Unmasked Estep 
Score: -25139938.000000 Penalty: 6078.690430
	Iteration 26Q: 3 clusters Score -2.513994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 209669 members 
Entering Unmasked Estep 
Score: -25139938.000000 Penalty: 6078.690430
	Iteration 27F: 3 clusters Score -2.513994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Entering Unmasked Estep 
Score: -9705517.000000 Penalty: 2805.859375
	Iteration 0F: 2 clusters Score -9705517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -9650822.000000 Penalty: 5611.718750
	Iteration 0F: 3 clusters Score -9650822 nChanged 38501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -9672665.000000 Penalty: 5611.718750
	Iteration 1F: 3 clusters Score -9672665 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -9673652.000000 Penalty: 5611.718750
	Iteration 2Q: 3 clusters Score -9673652 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -9674849.000000 Penalty: 5611.718750
	Iteration 3Q: 3 clusters Score -9674849 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -9676489.000000 Penalty: 5611.718750
	Iteration 4Q: 3 clusters Score -9676489 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -9678759.000000 Penalty: 5611.718750
	Iteration 5Q: 3 clusters Score -9678759 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -9681984.000000 Penalty: 5611.718750
	Iteration 6F: 3 clusters Score -9681984 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -9686044.000000 Penalty: 5611.718750
	Iteration 7F: 3 clusters Score -9686044 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -9690359.000000 Penalty: 5611.718750
	Iteration 8F: 3 clusters Score -9690359 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -9694247.000000 Penalty: 5611.718750
	Iteration 9F: 3 clusters Score -9694247 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -9697279.000000 Penalty: 5611.718750
	Iteration 10Q: 3 clusters Score -9697279 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -9699499.000000 Penalty: 5611.718750
	Iteration 11Q: 3 clusters Score -9699499 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -9700947.000000 Penalty: 5611.718750
	Iteration 12Q: 3 clusters Score -9700947 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -9701757.000000 Penalty: 5611.718750
	Iteration 13Q: 3 clusters Score -9701757 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -9702267.000000 Penalty: 5611.718750
	Iteration 14Q: 3 clusters Score -9702267 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -9702568.000000 Penalty: 5611.718750
	Iteration 15Q: 3 clusters Score -9702568 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -9702782.000000 Penalty: 5611.718750
	Iteration 16Q: 3 clusters Score -9702782 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -9702896.000000 Penalty: 5611.718750
	Iteration 17Q: 3 clusters Score -9702896 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -9703000.000000 Penalty: 5611.718750
	Iteration 18Q: 3 clusters Score -9703000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -9703057.000000 Penalty: 5611.718750
	Iteration 19Q: 3 clusters Score -9703057 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -9703101.000000 Penalty: 5611.718750
	Iteration 20F: 3 clusters Score -9703101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -9703133.000000 Penalty: 5611.718750
	Iteration 21Q: 3 clusters Score -9703133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -9703162.000000 Penalty: 5611.718750
	Iteration 22Q: 3 clusters Score -9703162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -9703172.000000 Penalty: 5611.718750
	Iteration 23Q: 3 clusters Score -9703172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -9703184.000000 Penalty: 5611.718750
	Iteration 24Q: 3 clusters Score -9703184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -9703194.000000 Penalty: 5611.718750
	Iteration 25Q: 3 clusters Score -9703194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -9703199.000000 Penalty: 5611.718750
	Iteration 26Q: 3 clusters Score -9703199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -9703204.000000 Penalty: 5611.718750
	Iteration 27Q: 3 clusters Score -9703204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -9703207.000000 Penalty: 5611.718750
	Iteration 28Q: 3 clusters Score -9703207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -9703229.000000 Penalty: 5611.718750
	Iteration 29Q: 3 clusters Score -9703229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -9703232.000000 Penalty: 5611.718750
	Iteration 30Q: 3 clusters Score -9703232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -9703251.000000 Penalty: 5611.718750
	Iteration 31Q: 3 clusters Score -9703251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -9703259.000000 Penalty: 5611.718750
	Iteration 32Q: 3 clusters Score -9703259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -9703258.000000 Penalty: 5611.718750
	Iteration 33Q: 3 clusters Score -9703258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -9703257.000000 Penalty: 5611.718750
	Iteration 34Q: 3 clusters Score -9703257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -9703267.000000 Penalty: 5611.718750
	Iteration 35Q: 3 clusters Score -9703267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -9703271.000000 Penalty: 5611.718750
	Iteration 36Q: 3 clusters Score -9703271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -9703272.000000 Penalty: 5611.718750
	Iteration 37Q: 3 clusters Score -9703272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -9703271.000000 Penalty: 5611.718750
	Iteration 38Q: 3 clusters Score -9703271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -9703273.000000 Penalty: 5611.718750
	Iteration 39Q: 3 clusters Score -9703273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -9703269.000000 Penalty: 5611.718750
	Iteration 40F: 3 clusters Score -9703269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -9703283.000000 Penalty: 5611.718750
	Iteration 41Q: 3 clusters Score -9703283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -9703276.000000 Penalty: 5611.718750
	Iteration 42Q: 3 clusters Score -9703276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -9703277.000000 Penalty: 5611.718750
	Iteration 43Q: 3 clusters Score -9703277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -9703277.000000 Penalty: 5611.718750
	Iteration 44F: 3 clusters Score -9703277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -857724.312500 Penalty: 2202.419678
	Iteration 0F: 2 clusters Score -857724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -851918.562500 Penalty: 4404.839355
	Iteration 0F: 3 clusters Score -851918.6 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -853435.812500 Penalty: 4404.839355
	Iteration 1F: 3 clusters Score -853435.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -853733.250000 Penalty: 4404.839355
	Iteration 2F: 3 clusters Score -853733.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -853959.812500 Penalty: 4404.839355
	Iteration 3F: 3 clusters Score -853959.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -854156.937500 Penalty: 4404.839355
	Iteration 4Q: 3 clusters Score -854156.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -854359.125000 Penalty: 4404.839355
	Iteration 5Q: 3 clusters Score -854359.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -854548.875000 Penalty: 4404.839355
	Iteration 6Q: 3 clusters Score -854548.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -854752.187500 Penalty: 4404.839355
	Iteration 7Q: 3 clusters Score -854752.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -854962.437500 Penalty: 4404.839355
	Iteration 8Q: 3 clusters Score -854962.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -855155.875000 Penalty: 4404.839355
	Iteration 9Q: 3 clusters Score -855155.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -855338.062500 Penalty: 4404.839355
	Iteration 10Q: 3 clusters Score -855338.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -855477.312500 Penalty: 4404.839355
	Iteration 11Q: 3 clusters Score -855477.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -855589.125000 Penalty: 4404.839355
	Iteration 12Q: 3 clusters Score -855589.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -855692.125000 Penalty: 4404.839355
	Iteration 13Q: 3 clusters Score -855692.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -855770.875000 Penalty: 4404.839355
	Iteration 14Q: 3 clusters Score -855770.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -855824.812500 Penalty: 4404.839355
	Iteration 15Q: 3 clusters Score -855824.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -855875.562500 Penalty: 4404.839355
	Iteration 16Q: 3 clusters Score -855875.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -855931.187500 Penalty: 4404.839355
	Iteration 17Q: 3 clusters Score -855931.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -855972.062500 Penalty: 4404.839355
	Iteration 18Q: 3 clusters Score -855972.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -856000.437500 Penalty: 4404.839355
	Iteration 19Q: 3 clusters Score -856000.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -856023.000000 Penalty: 4404.839355
	Iteration 20F: 3 clusters Score -856023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -856039.437500 Penalty: 4404.839355
	Iteration 21Q: 3 clusters Score -856039.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -856053.125000 Penalty: 4404.839355
	Iteration 22Q: 3 clusters Score -856053.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -856070.937500 Penalty: 4404.839355
	Iteration 23Q: 3 clusters Score -856070.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -856079.937500 Penalty: 4404.839355
	Iteration 24Q: 3 clusters Score -856079.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -856087.375000 Penalty: 4404.839355
	Iteration 25Q: 3 clusters Score -856087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -856095.625000 Penalty: 4404.839355
	Iteration 26Q: 3 clusters Score -856095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -856101.875000 Penalty: 4404.839355
	Iteration 27Q: 3 clusters Score -856101.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -856108.812500 Penalty: 4404.839355
	Iteration 28Q: 3 clusters Score -856108.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -856113.500000 Penalty: 4404.839355
	Iteration 29Q: 3 clusters Score -856113.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -856118.687500 Penalty: 4404.839355
	Iteration 30Q: 3 clusters Score -856118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -856120.125000 Penalty: 4404.839355
	Iteration 31Q: 3 clusters Score -856120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -856124.500000 Penalty: 4404.839355
	Iteration 32Q: 3 clusters Score -856124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -856128.562500 Penalty: 4404.839355
	Iteration 33Q: 3 clusters Score -856128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -856131.437500 Penalty: 4404.839355
	Iteration 34Q: 3 clusters Score -856131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -856135.125000 Penalty: 4404.839355
	Iteration 35Q: 3 clusters Score -856135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -856137.250000 Penalty: 4404.839355
	Iteration 36Q: 3 clusters Score -856137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -856141.500000 Penalty: 4404.839355
	Iteration 37Q: 3 clusters Score -856141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -856144.312500 Penalty: 4404.839355
	Iteration 38Q: 3 clusters Score -856144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -856145.062500 Penalty: 4404.839355
	Iteration 39Q: 3 clusters Score -856145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -856149.250000 Penalty: 4404.839355
	Iteration 40F: 3 clusters Score -856149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -856149.312500 Penalty: 4404.839355
	Iteration 41Q: 3 clusters Score -856149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -856150.750000 Penalty: 4404.839355
	Iteration 42Q: 3 clusters Score -856150.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -856151.500000 Penalty: 4404.839355
	Iteration 43Q: 3 clusters Score -856151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -856152.875000 Penalty: 4404.839355
	Iteration 44Q: 3 clusters Score -856152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -856154.812500 Penalty: 4404.839355
	Iteration 45Q: 3 clusters Score -856154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -856155.312500 Penalty: 4404.839355
	Iteration 46Q: 3 clusters Score -856155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -856156.250000 Penalty: 4404.839355
	Iteration 47Q: 3 clusters Score -856156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -856156.062500 Penalty: 4404.839355
	Iteration 48Q: 3 clusters Score -856156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -856157.312500 Penalty: 4404.839355
	Iteration 49Q: 3 clusters Score -856157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -856157.312500 Penalty: 4404.839355
	Iteration 50F: 3 clusters Score -856157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Entering Unmasked Estep 
Score: -1993220.125000 Penalty: 2427.790527
	Iteration 0F: 2 clusters Score -1993220 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 8971 members 
Entering Unmasked Estep 
Score: -1980549.250000 Penalty: 4855.581055
	Iteration 0F: 3 clusters Score -1980549 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1984766.750000 Penalty: 4855.581055
	Iteration 1F: 3 clusters Score -1984767 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1985234.750000 Penalty: 4855.581055
	Iteration 2F: 3 clusters Score -1985235 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1985671.625000 Penalty: 4855.581055
	Iteration 3F: 3 clusters Score -1985672 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1986121.500000 Penalty: 4855.581055
	Iteration 4F: 3 clusters Score -1986122 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1986611.500000 Penalty: 4855.581055
	Iteration 5F: 3 clusters Score -1986612 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1987121.375000 Penalty: 4855.581055
	Iteration 6F: 3 clusters Score -1987121 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1987752.750000 Penalty: 4855.581055
	Iteration 7F: 3 clusters Score -1987753 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1988513.250000 Penalty: 4855.581055
	Iteration 8F: 3 clusters Score -1988513 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1989308.000000 Penalty: 4855.581055
	Iteration 9F: 3 clusters Score -1989308 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1989976.750000 Penalty: 4855.581055
	Iteration 10Q: 3 clusters Score -1989977 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1990455.000000 Penalty: 4855.581055
	Iteration 11Q: 3 clusters Score -1990455 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1990787.375000 Penalty: 4855.581055
	Iteration 12Q: 3 clusters Score -1990787 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1991017.750000 Penalty: 4855.581055
	Iteration 13Q: 3 clusters Score -1991018 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1991207.875000 Penalty: 4855.581055
	Iteration 14Q: 3 clusters Score -1991208 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1991337.625000 Penalty: 4855.581055
	Iteration 15Q: 3 clusters Score -1991338 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1991425.125000 Penalty: 4855.581055
	Iteration 16Q: 3 clusters Score -1991425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1991497.500000 Penalty: 4855.581055
	Iteration 17Q: 3 clusters Score -1991498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1991546.000000 Penalty: 4855.581055
	Iteration 18Q: 3 clusters Score -1991546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1991576.375000 Penalty: 4855.581055
	Iteration 19Q: 3 clusters Score -1991576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1991600.875000 Penalty: 4855.581055
	Iteration 20F: 3 clusters Score -1991601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1991622.500000 Penalty: 4855.581055
	Iteration 21Q: 3 clusters Score -1991622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1991643.000000 Penalty: 4855.581055
	Iteration 22Q: 3 clusters Score -1991643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1991659.500000 Penalty: 4855.581055
	Iteration 23Q: 3 clusters Score -1991660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1991662.375000 Penalty: 4855.581055
	Iteration 24Q: 3 clusters Score -1991662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1991665.750000 Penalty: 4855.581055
	Iteration 25Q: 3 clusters Score -1991666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1991672.000000 Penalty: 4855.581055
	Iteration 26Q: 3 clusters Score -1991672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1991679.500000 Penalty: 4855.581055
	Iteration 27Q: 3 clusters Score -1991680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1991678.875000 Penalty: 4855.581055
	Iteration 28Q: 3 clusters Score -1991679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1991683.125000 Penalty: 4855.581055
	Iteration 29Q: 3 clusters Score -1991683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1991688.750000 Penalty: 4855.581055
	Iteration 30Q: 3 clusters Score -1991689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1991693.125000 Penalty: 4855.581055
	Iteration 31Q: 3 clusters Score -1991693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1991694.000000 Penalty: 4855.581055
	Iteration 32Q: 3 clusters Score -1991694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1991693.375000 Penalty: 4855.581055
	Iteration 33Q: 3 clusters Score -1991693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1991693.875000 Penalty: 4855.581055
	Iteration 34Q: 3 clusters Score -1991694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1991693.875000 Penalty: 4855.581055
	Iteration 35F: 3 clusters Score -1991694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Entering Unmasked Estep 
Score: -3650037.000000 Penalty: 2572.238037
	Iteration 0F: 2 clusters Score -3650037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3628225.250000 Penalty: 5144.476074
	Iteration 0F: 3 clusters Score -3628225 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3636998.250000 Penalty: 5144.476074
	Iteration 1F: 3 clusters Score -3636998 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3638521.250000 Penalty: 5144.476074
	Iteration 2F: 3 clusters Score -3638521 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3640430.500000 Penalty: 5144.476074
	Iteration 3F: 3 clusters Score -3640430 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3642343.500000 Penalty: 5144.476074
	Iteration 4F: 3 clusters Score -3642344 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3643963.000000 Penalty: 5144.476074
	Iteration 5F: 3 clusters Score -3643963 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3645046.000000 Penalty: 5144.476074
	Iteration 6F: 3 clusters Score -3645046 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3645618.750000 Penalty: 5144.476074
	Iteration 7Q: 3 clusters Score -3645619 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3645966.000000 Penalty: 5144.476074
	Iteration 8Q: 3 clusters Score -3645966 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3646235.500000 Penalty: 5144.476074
	Iteration 9Q: 3 clusters Score -3646236 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3646459.500000 Penalty: 5144.476074
	Iteration 10Q: 3 clusters Score -3646460 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3646678.000000 Penalty: 5144.476074
	Iteration 11Q: 3 clusters Score -3646678 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3646904.250000 Penalty: 5144.476074
	Iteration 12Q: 3 clusters Score -3646904 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3647163.750000 Penalty: 5144.476074
	Iteration 13Q: 3 clusters Score -3647164 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3647392.000000 Penalty: 5144.476074
	Iteration 14Q: 3 clusters Score -3647392 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3647663.500000 Penalty: 5144.476074
	Iteration 15Q: 3 clusters Score -3647664 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3647909.500000 Penalty: 5144.476074
	Iteration 16Q: 3 clusters Score -3647910 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3648109.250000 Penalty: 5144.476074
	Iteration 17Q: 3 clusters Score -3648109 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3648279.000000 Penalty: 5144.476074
	Iteration 18Q: 3 clusters Score -3648279 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3648424.000000 Penalty: 5144.476074
	Iteration 19Q: 3 clusters Score -3648424 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3648549.750000 Penalty: 5144.476074
	Iteration 20F: 3 clusters Score -3648550 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3648650.500000 Penalty: 5144.476074
	Iteration 21Q: 3 clusters Score -3648650 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3648729.000000 Penalty: 5144.476074
	Iteration 22Q: 3 clusters Score -3648729 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3648756.500000 Penalty: 5144.476074
	Iteration 23Q: 3 clusters Score -3648756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3648791.500000 Penalty: 5144.476074
	Iteration 24Q: 3 clusters Score -3648792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3648797.250000 Penalty: 5144.476074
	Iteration 25Q: 3 clusters Score -3648797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3648839.500000 Penalty: 5144.476074
	Iteration 26Q: 3 clusters Score -3648840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3648856.250000 Penalty: 5144.476074
	Iteration 27Q: 3 clusters Score -3648856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3648878.750000 Penalty: 5144.476074
	Iteration 28Q: 3 clusters Score -3648879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3648895.000000 Penalty: 5144.476074
	Iteration 29Q: 3 clusters Score -3648895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3648911.000000 Penalty: 5144.476074
	Iteration 30Q: 3 clusters Score -3648911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3648913.000000 Penalty: 5144.476074
	Iteration 31Q: 3 clusters Score -3648913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3648918.250000 Penalty: 5144.476074
	Iteration 32Q: 3 clusters Score -3648918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3648915.250000 Penalty: 5144.476074
	Iteration 33Q: 3 clusters Score -3648915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3648918.250000 Penalty: 5144.476074
	Iteration 34Q: 3 clusters Score -3648918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3648928.000000 Penalty: 5144.476074
	Iteration 35Q: 3 clusters Score -3648928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -3648928.000000 Penalty: 5144.476074
	Iteration 36Q: 3 clusters Score -3648928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3648930.000000 Penalty: 5144.476074
	Iteration 37Q: 3 clusters Score -3648930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3648934.250000 Penalty: 5144.476074
	Iteration 38Q: 3 clusters Score -3648934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3648934.500000 Penalty: 5144.476074
	Iteration 39Q: 3 clusters Score -3648934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3648931.000000 Penalty: 5144.476074
	Iteration 40F: 3 clusters Score -3648931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3648938.000000 Penalty: 5144.476074
	Iteration 41Q: 3 clusters Score -3648938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3648943.000000 Penalty: 5144.476074
	Iteration 42Q: 3 clusters Score -3648943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3648943.750000 Penalty: 5144.476074
	Iteration 43Q: 3 clusters Score -3648944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3648936.000000 Penalty: 5144.476074
	Iteration 44Q: 3 clusters Score -3648936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3648946.500000 Penalty: 5144.476074
	Iteration 45Q: 3 clusters Score -3648946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3648944.750000 Penalty: 5144.476074
	Iteration 46Q: 3 clusters Score -3648945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3648946.500000 Penalty: 5144.476074
	Iteration 47Q: 3 clusters Score -3648946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3648943.250000 Penalty: 5144.476074
	Iteration 48Q: 3 clusters Score -3648943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3648944.000000 Penalty: 5144.476074
	Iteration 49Q: 3 clusters Score -3648944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3648941.500000 Penalty: 5144.476074
	Iteration 50Q: 3 clusters Score -3648942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3648941.500000 Penalty: 5144.476074
	Iteration 51F: 3 clusters Score -3648942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (174527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174527 members 
Entering Unmasked Estep 
Score: -20921792.000000 Penalty: 2993.319092
	Iteration 0F: 2 clusters Score -2.092179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -20807242.000000 Penalty: 5986.638184
	Iteration 0F: 3 clusters Score -2.080724e+07 nChanged 83683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -20856146.000000 Penalty: 5986.638184
	Iteration 1F: 3 clusters Score -2.085615e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -20857740.000000 Penalty: 5986.638184
	Iteration 2Q: 3 clusters Score -2.085774e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -20859526.000000 Penalty: 5986.638184
	Iteration 3Q: 3 clusters Score -2.085953e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -20861798.000000 Penalty: 5986.638184
	Iteration 4Q: 3 clusters Score -2.08618e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -20864914.000000 Penalty: 5986.638184
	Iteration 5Q: 3 clusters Score -2.086491e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -20869014.000000 Penalty: 5986.638184
	Iteration 6Q: 3 clusters Score -2.086901e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -20874034.000000 Penalty: 5986.638184
	Iteration 7F: 3 clusters Score -2.087403e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -20880418.000000 Penalty: 5986.638184
	Iteration 8F: 3 clusters Score -2.088042e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -20887478.000000 Penalty: 5986.638184
	Iteration 9F: 3 clusters Score -2.088748e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -20894474.000000 Penalty: 5986.638184
	Iteration 10F: 3 clusters Score -2.089447e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -20899688.000000 Penalty: 5986.638184
	Iteration 11Q: 3 clusters Score -2.089969e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 99523 members 
Entering Unmasked Estep 
Score: -20902548.000000 Penalty: 5986.638184
	Iteration 12Q: 3 clusters Score -2.090255e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -20903680.000000 Penalty: 5986.638184
	Iteration 13Q: 3 clusters Score -2.090368e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -20904466.000000 Penalty: 5986.638184
	Iteration 14Q: 3 clusters Score -2.090447e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -20905000.000000 Penalty: 5986.638184
	Iteration 15Q: 3 clusters Score -2.0905e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -20905508.000000 Penalty: 5986.638184
	Iteration 16Q: 3 clusters Score -2.090551e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -20905784.000000 Penalty: 5986.638184
	Iteration 17Q: 3 clusters Score -2.090578e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -20905958.000000 Penalty: 5986.638184
	Iteration 18Q: 3 clusters Score -2.090596e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -20906186.000000 Penalty: 5986.638184
	Iteration 19Q: 3 clusters Score -2.090619e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -20906252.000000 Penalty: 5986.638184
	Iteration 20F: 3 clusters Score -2.090625e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -20906396.000000 Penalty: 5986.638184
	Iteration 21Q: 3 clusters Score -2.09064e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -20906518.000000 Penalty: 5986.638184
	Iteration 22Q: 3 clusters Score -2.090652e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -20906480.000000 Penalty: 5986.638184
	Iteration 23Q: 3 clusters Score -2.090648e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -20906496.000000 Penalty: 5986.638184
	Iteration 24Q: 3 clusters Score -2.09065e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -20906572.000000 Penalty: 5986.638184
	Iteration 25Q: 3 clusters Score -2.090657e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -20906574.000000 Penalty: 5986.638184
	Iteration 26Q: 3 clusters Score -2.090657e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -20906598.000000 Penalty: 5986.638184
	Iteration 27Q: 3 clusters Score -2.09066e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -20906644.000000 Penalty: 5986.638184
	Iteration 28Q: 3 clusters Score -2.090664e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -20906696.000000 Penalty: 5986.638184
	Iteration 29Q: 3 clusters Score -2.09067e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -20906718.000000 Penalty: 5986.638184
	Iteration 30Q: 3 clusters Score -2.090672e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -20906720.000000 Penalty: 5986.638184
	Iteration 31Q: 3 clusters Score -2.090672e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -20906728.000000 Penalty: 5986.638184
	Iteration 32Q: 3 clusters Score -2.090673e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -20906764.000000 Penalty: 5986.638184
	Iteration 33Q: 3 clusters Score -2.090676e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -20906768.000000 Penalty: 5986.638184
	Iteration 34Q: 3 clusters Score -2.090677e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -20906802.000000 Penalty: 5986.638184
	Iteration 35Q: 3 clusters Score -2.09068e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -20906862.000000 Penalty: 5986.638184
	Iteration 36Q: 3 clusters Score -2.090686e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -20906912.000000 Penalty: 5986.638184
	Iteration 37Q: 3 clusters Score -2.090691e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -20906940.000000 Penalty: 5986.638184
	Iteration 38Q: 3 clusters Score -2.090694e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -20906996.000000 Penalty: 5986.638184
	Iteration 39Q: 3 clusters Score -2.0907e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -20906938.000000 Penalty: 5986.638184
	Iteration 40F: 3 clusters Score -2.090694e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -20906992.000000 Penalty: 5986.638184
	Iteration 41Q: 3 clusters Score -2.090699e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -20907020.000000 Penalty: 5986.638184
	Iteration 42Q: 3 clusters Score -2.090702e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -20907048.000000 Penalty: 5986.638184
	Iteration 43Q: 3 clusters Score -2.090705e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -20907054.000000 Penalty: 5986.638184
	Iteration 44Q: 3 clusters Score -2.090705e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -20907116.000000 Penalty: 5986.638184
	Iteration 45Q: 3 clusters Score -2.090712e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -20907140.000000 Penalty: 5986.638184
	Iteration 46Q: 3 clusters Score -2.090714e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -20907238.000000 Penalty: 5986.638184
	Iteration 47Q: 3 clusters Score -2.090724e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -20907260.000000 Penalty: 5986.638184
	Iteration 48Q: 3 clusters Score -2.090726e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -20907238.000000 Penalty: 5986.638184
	Iteration 49Q: 3 clusters Score -2.090724e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -20907288.000000 Penalty: 5986.638184
	Iteration 50Q: 3 clusters Score -2.090729e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -20907300.000000 Penalty: 5986.638184
	Iteration 51Q: 3 clusters Score -2.09073e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -20907312.000000 Penalty: 5986.638184
	Iteration 52Q: 3 clusters Score -2.090731e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -20907368.000000 Penalty: 5986.638184
	Iteration 53Q: 3 clusters Score -2.090737e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -20907432.000000 Penalty: 5986.638184
	Iteration 54Q: 3 clusters Score -2.090743e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -20907478.000000 Penalty: 5986.638184
	Iteration 55Q: 3 clusters Score -2.090748e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -20907582.000000 Penalty: 5986.638184
	Iteration 56Q: 3 clusters Score -2.090758e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -20907632.000000 Penalty: 5986.638184
	Iteration 57Q: 3 clusters Score -2.090763e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -20907664.000000 Penalty: 5986.638184
	Iteration 58Q: 3 clusters Score -2.090766e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -20907712.000000 Penalty: 5986.638184
	Iteration 59Q: 3 clusters Score -2.090771e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -20907664.000000 Penalty: 5986.638184
	Iteration 60F: 3 clusters Score -2.090766e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -20907706.000000 Penalty: 5986.638184
	Iteration 61Q: 3 clusters Score -2.090771e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -20907656.000000 Penalty: 5986.638184
	Iteration 62Q: 3 clusters Score -2.090766e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -20907642.000000 Penalty: 5986.638184
	Iteration 63Q: 3 clusters Score -2.090764e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -20907738.000000 Penalty: 5986.638184
	Iteration 64Q: 3 clusters Score -2.090774e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -20907764.000000 Penalty: 5986.638184
	Iteration 65Q: 3 clusters Score -2.090776e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -20907906.000000 Penalty: 5986.638184
	Iteration 66Q: 3 clusters Score -2.090791e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -20907918.000000 Penalty: 5986.638184
	Iteration 67Q: 3 clusters Score -2.090792e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -20907988.000000 Penalty: 5986.638184
	Iteration 68Q: 3 clusters Score -2.090799e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -20908132.000000 Penalty: 5986.638184
	Iteration 69Q: 3 clusters Score -2.090813e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97009 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -20908080.000000 Penalty: 5986.638184
	Iteration 70Q: 3 clusters Score -2.090808e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -20908086.000000 Penalty: 5986.638184
	Iteration 71Q: 3 clusters Score -2.090809e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -20908110.000000 Penalty: 5986.638184
	Iteration 72Q: 3 clusters Score -2.090811e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -20908164.000000 Penalty: 5986.638184
	Iteration 73Q: 3 clusters Score -2.090816e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -20908178.000000 Penalty: 5986.638184
	Iteration 74Q: 3 clusters Score -2.090818e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -20908274.000000 Penalty: 5986.638184
	Iteration 75Q: 3 clusters Score -2.090827e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -20908400.000000 Penalty: 5986.638184
	Iteration 76Q: 3 clusters Score -2.09084e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -20908508.000000 Penalty: 5986.638184
	Iteration 77Q: 3 clusters Score -2.090851e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -20908470.000000 Penalty: 5986.638184
	Iteration 78Q: 3 clusters Score -2.090847e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103384 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -20908554.000000 Penalty: 5986.638184
	Iteration 79Q: 3 clusters Score -2.090855e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -20908556.000000 Penalty: 5986.638184
	Iteration 80F: 3 clusters Score -2.090856e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -20908548.000000 Penalty: 5986.638184
	Iteration 81Q: 3 clusters Score -2.090855e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105403 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -20908674.000000 Penalty: 5986.638184
	Iteration 82Q: 3 clusters Score -2.090867e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -20908712.000000 Penalty: 5986.638184
	Iteration 83Q: 3 clusters Score -2.090871e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -20908770.000000 Penalty: 5986.638184
	Iteration 84Q: 3 clusters Score -2.090877e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -20908792.000000 Penalty: 5986.638184
	Iteration 85Q: 3 clusters Score -2.090879e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -20908838.000000 Penalty: 5986.638184
	Iteration 86Q: 3 clusters Score -2.090884e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -20908936.000000 Penalty: 5986.638184
	Iteration 87Q: 3 clusters Score -2.090894e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -20908966.000000 Penalty: 5986.638184
	Iteration 88Q: 3 clusters Score -2.090897e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -20908972.000000 Penalty: 5986.638184
	Iteration 89Q: 3 clusters Score -2.090897e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -20909080.000000 Penalty: 5986.638184
	Iteration 90Q: 3 clusters Score -2.090908e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -20909106.000000 Penalty: 5986.638184
	Iteration 91Q: 3 clusters Score -2.090911e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -20909144.000000 Penalty: 5986.638184
	Iteration 92Q: 3 clusters Score -2.090914e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -20909260.000000 Penalty: 5986.638184
	Iteration 93Q: 3 clusters Score -2.090926e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -20909360.000000 Penalty: 5986.638184
	Iteration 94Q: 3 clusters Score -2.090936e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -20909468.000000 Penalty: 5986.638184
	Iteration 95Q: 3 clusters Score -2.090947e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -20909564.000000 Penalty: 5986.638184
	Iteration 96Q: 3 clusters Score -2.090956e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117050 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -20909674.000000 Penalty: 5986.638184
	Iteration 97Q: 3 clusters Score -2.090967e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -20909794.000000 Penalty: 5986.638184
	Iteration 98Q: 3 clusters Score -2.090979e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119070 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -20909904.000000 Penalty: 5986.638184
	Iteration 99Q: 3 clusters Score -2.09099e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -20910016.000000 Penalty: 5986.638184
	Iteration 100F: 3 clusters Score -2.091002e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121290 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -20910074.000000 Penalty: 5986.638184
	Iteration 101Q: 3 clusters Score -2.091007e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -20910214.000000 Penalty: 5986.638184
	Iteration 102Q: 3 clusters Score -2.091021e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123611 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -20910400.000000 Penalty: 5986.638184
	Iteration 103Q: 3 clusters Score -2.09104e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -20910592.000000 Penalty: 5986.638184
	Iteration 104Q: 3 clusters Score -2.091059e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126024 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -20910794.000000 Penalty: 5986.638184
	Iteration 105Q: 3 clusters Score -2.091079e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -20911076.000000 Penalty: 5986.638184
	Iteration 106Q: 3 clusters Score -2.091108e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128574 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -20911266.000000 Penalty: 5986.638184
	Iteration 107Q: 3 clusters Score -2.091127e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129895 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -20911452.000000 Penalty: 5986.638184
	Iteration 108Q: 3 clusters Score -2.091145e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131186 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -20911638.000000 Penalty: 5986.638184
	Iteration 109Q: 3 clusters Score -2.091164e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132497 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -20911830.000000 Penalty: 5986.638184
	Iteration 110Q: 3 clusters Score -2.091183e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133718 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -20911938.000000 Penalty: 5986.638184
	Iteration 111Q: 3 clusters Score -2.091194e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134912 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -20912214.000000 Penalty: 5986.638184
	Iteration 112Q: 3 clusters Score -2.091221e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -20912508.000000 Penalty: 5986.638184
	Iteration 113Q: 3 clusters Score -2.091251e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -20912678.000000 Penalty: 5986.638184
	Iteration 114Q: 3 clusters Score -2.091268e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -20912994.000000 Penalty: 5986.638184
	Iteration 115Q: 3 clusters Score -2.091299e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139950 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -20913276.000000 Penalty: 5986.638184
	Iteration 116Q: 3 clusters Score -2.091328e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141245 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -20913592.000000 Penalty: 5986.638184
	Iteration 117Q: 3 clusters Score -2.091359e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142527 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -20913794.000000 Penalty: 5986.638184
	Iteration 118Q: 3 clusters Score -2.091379e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143827 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -20914148.000000 Penalty: 5986.638184
	Iteration 119Q: 3 clusters Score -2.091415e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145150 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -20914524.000000 Penalty: 5986.638184
	Iteration 120F: 3 clusters Score -2.091452e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -20914828.000000 Penalty: 5986.638184
	Iteration 121Q: 3 clusters Score -2.091483e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -20915150.000000 Penalty: 5986.638184
	Iteration 122Q: 3 clusters Score -2.091515e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149379 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -20915364.000000 Penalty: 5986.638184
	Iteration 123Q: 3 clusters Score -2.091536e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -20915656.000000 Penalty: 5986.638184
	Iteration 124Q: 3 clusters Score -2.091566e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -20916098.000000 Penalty: 5986.638184
	Iteration 125Q: 3 clusters Score -2.09161e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -20916550.000000 Penalty: 5986.638184
	Iteration 126Q: 3 clusters Score -2.091655e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -20917012.000000 Penalty: 5986.638184
	Iteration 127Q: 3 clusters Score -2.091701e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -20917256.000000 Penalty: 5986.638184
	Iteration 128Q: 3 clusters Score -2.091726e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157169 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -20917562.000000 Penalty: 5986.638184
	Iteration 129Q: 3 clusters Score -2.091756e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -20917836.000000 Penalty: 5986.638184
	Iteration 130Q: 3 clusters Score -2.091784e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -20918160.000000 Penalty: 5986.638184
	Iteration 131Q: 3 clusters Score -2.091816e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -20918354.000000 Penalty: 5986.638184
	Iteration 132Q: 3 clusters Score -2.091835e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161148 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -20918574.000000 Penalty: 5986.638184
	Iteration 133Q: 3 clusters Score -2.091857e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161916 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -20918670.000000 Penalty: 5986.638184
	Iteration 134Q: 3 clusters Score -2.091867e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162585 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -20918774.000000 Penalty: 5986.638184
	Iteration 135Q: 3 clusters Score -2.091877e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -20918820.000000 Penalty: 5986.638184
	Iteration 136Q: 3 clusters Score -2.091882e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163716 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -20918940.000000 Penalty: 5986.638184
	Iteration 137Q: 3 clusters Score -2.091894e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164238 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -20919014.000000 Penalty: 5986.638184
	Iteration 138Q: 3 clusters Score -2.091901e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -20919112.000000 Penalty: 5986.638184
	Iteration 139Q: 3 clusters Score -2.091911e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -20919162.000000 Penalty: 5986.638184
	Iteration 140F: 3 clusters Score -2.091916e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165581 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -20919144.000000 Penalty: 5986.638184
	Iteration 141Q: 3 clusters Score -2.091914e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165997 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -20919176.000000 Penalty: 5986.638184
	Iteration 142Q: 3 clusters Score -2.091918e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -20919218.000000 Penalty: 5986.638184
	Iteration 143Q: 3 clusters Score -2.091922e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -20919296.000000 Penalty: 5986.638184
	Iteration 144Q: 3 clusters Score -2.09193e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -20919332.000000 Penalty: 5986.638184
	Iteration 145Q: 3 clusters Score -2.091933e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -20919368.000000 Penalty: 5986.638184
	Iteration 146Q: 3 clusters Score -2.091937e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -20919408.000000 Penalty: 5986.638184
	Iteration 147Q: 3 clusters Score -2.091941e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168001 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -20919440.000000 Penalty: 5986.638184
	Iteration 148Q: 3 clusters Score -2.091944e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -20919468.000000 Penalty: 5986.638184
	Iteration 149Q: 3 clusters Score -2.091947e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -20919512.000000 Penalty: 5986.638184
	Iteration 150Q: 3 clusters Score -2.091951e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -20919536.000000 Penalty: 5986.638184
	Iteration 151Q: 3 clusters Score -2.091954e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -20919516.000000 Penalty: 5986.638184
	Iteration 152Q: 3 clusters Score -2.091952e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169087 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -20919502.000000 Penalty: 5986.638184
	Iteration 153Q: 3 clusters Score -2.09195e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -20919510.000000 Penalty: 5986.638184
	Iteration 154Q: 3 clusters Score -2.091951e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -20919522.000000 Penalty: 5986.638184
	Iteration 155Q: 3 clusters Score -2.091952e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -20919490.000000 Penalty: 5986.638184
	Iteration 156Q: 3 clusters Score -2.091949e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169643 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -20919468.000000 Penalty: 5986.638184
	Iteration 157Q: 3 clusters Score -2.091947e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169770 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -20919510.000000 Penalty: 5986.638184
	Iteration 158Q: 3 clusters Score -2.091951e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -20919546.000000 Penalty: 5986.638184
	Iteration 159Q: 3 clusters Score -2.091955e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170025 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -20919568.000000 Penalty: 5986.638184
	Iteration 160F: 3 clusters Score -2.091957e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -20919578.000000 Penalty: 5986.638184
	Iteration 161Q: 3 clusters Score -2.091958e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170268 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -20919602.000000 Penalty: 5986.638184
	Iteration 162Q: 3 clusters Score -2.09196e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170376 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -20919576.000000 Penalty: 5986.638184
	Iteration 163Q: 3 clusters Score -2.091958e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -20919594.000000 Penalty: 5986.638184
	Iteration 164Q: 3 clusters Score -2.091959e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170553 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -20919642.000000 Penalty: 5986.638184
	Iteration 165Q: 3 clusters Score -2.091964e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -20919662.000000 Penalty: 5986.638184
	Iteration 166Q: 3 clusters Score -2.091966e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170722 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -20919670.000000 Penalty: 5986.638184
	Iteration 167Q: 3 clusters Score -2.091967e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -20919684.000000 Penalty: 5986.638184
	Iteration 168Q: 3 clusters Score -2.091968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -20919662.000000 Penalty: 5986.638184
	Iteration 169Q: 3 clusters Score -2.091966e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170914 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -20919648.000000 Penalty: 5986.638184
	Iteration 170Q: 3 clusters Score -2.091965e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -20919638.000000 Penalty: 5986.638184
	Iteration 171Q: 3 clusters Score -2.091964e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -20919660.000000 Penalty: 5986.638184
	Iteration 172Q: 3 clusters Score -2.091966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -20919666.000000 Penalty: 5986.638184
	Iteration 173Q: 3 clusters Score -2.091967e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171072 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -20919658.000000 Penalty: 5986.638184
	Iteration 174Q: 3 clusters Score -2.091966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171101 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20919688.000000 Penalty: 5986.638184
	Iteration 175Q: 3 clusters Score -2.091969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -20919680.000000 Penalty: 5986.638184
	Iteration 176Q: 3 clusters Score -2.091968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171136 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -20919692.000000 Penalty: 5986.638184
	Iteration 177Q: 3 clusters Score -2.091969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -20919694.000000 Penalty: 5986.638184
	Iteration 178Q: 3 clusters Score -2.091969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171158 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -20919690.000000 Penalty: 5986.638184
	Iteration 179Q: 3 clusters Score -2.091969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -20919692.000000 Penalty: 5986.638184
	Iteration 180F: 3 clusters Score -2.091969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171171 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -20919690.000000 Penalty: 5986.638184
	Iteration 181Q: 3 clusters Score -2.091969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171177 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -20919672.000000 Penalty: 5986.638184
	Iteration 182Q: 3 clusters Score -2.091967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -20919668.000000 Penalty: 5986.638184
	Iteration 183Q: 3 clusters Score -2.091967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -20919658.000000 Penalty: 5986.638184
	Iteration 184Q: 3 clusters Score -2.091966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171209 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -20919670.000000 Penalty: 5986.638184
	Iteration 185Q: 3 clusters Score -2.091967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171224 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -20919684.000000 Penalty: 5986.638184
	Iteration 186Q: 3 clusters Score -2.091968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -20919668.000000 Penalty: 5986.638184
	Iteration 187Q: 3 clusters Score -2.091967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -20919676.000000 Penalty: 5986.638184
	Iteration 188Q: 3 clusters Score -2.091968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171307 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -20919708.000000 Penalty: 5986.638184
	Iteration 189Q: 3 clusters Score -2.091971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171331 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -20919698.000000 Penalty: 5986.638184
	Iteration 190Q: 3 clusters Score -2.09197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171343 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -20919700.000000 Penalty: 5986.638184
	Iteration 191Q: 3 clusters Score -2.09197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -20919688.000000 Penalty: 5986.638184
	Iteration 192Q: 3 clusters Score -2.091969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -20919686.000000 Penalty: 5986.638184
	Iteration 193Q: 3 clusters Score -2.091969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -20919692.000000 Penalty: 5986.638184
	Iteration 194Q: 3 clusters Score -2.091969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -20919674.000000 Penalty: 5986.638184
	Iteration 195Q: 3 clusters Score -2.091967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -20919686.000000 Penalty: 5986.638184
	Iteration 196Q: 3 clusters Score -2.091969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -20919694.000000 Penalty: 5986.638184
	Iteration 197Q: 3 clusters Score -2.091969e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -20919686.000000 Penalty: 5986.638184
	Iteration 198Q: 3 clusters Score -2.091969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171443 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -20919696.000000 Penalty: 5986.638184
	Iteration 199Q: 3 clusters Score -2.09197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -20919676.000000 Penalty: 5986.638184
	Iteration 200F: 3 clusters Score -2.091968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -20919688.000000 Penalty: 5986.638184
	Iteration 201Q: 3 clusters Score -2.091969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -20919686.000000 Penalty: 5986.638184
	Iteration 202Q: 3 clusters Score -2.091969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -20919678.000000 Penalty: 5986.638184
	Iteration 203Q: 3 clusters Score -2.091968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171508 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -20919694.000000 Penalty: 5986.638184
	Iteration 204Q: 3 clusters Score -2.091969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171527 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20919696.000000 Penalty: 5986.638184
	Iteration 205Q: 3 clusters Score -2.09197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171538 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -20919684.000000 Penalty: 5986.638184
	Iteration 206Q: 3 clusters Score -2.091968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -20919702.000000 Penalty: 5986.638184
	Iteration 207Q: 3 clusters Score -2.09197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171569 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -20919712.000000 Penalty: 5986.638184
	Iteration 208Q: 3 clusters Score -2.091971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171589 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20919720.000000 Penalty: 5986.638184
	Iteration 209Q: 3 clusters Score -2.091972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171598 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -20919710.000000 Penalty: 5986.638184
	Iteration 210Q: 3 clusters Score -2.091971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171611 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -20919706.000000 Penalty: 5986.638184
	Iteration 211Q: 3 clusters Score -2.091971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171632 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -20919698.000000 Penalty: 5986.638184
	Iteration 212Q: 3 clusters Score -2.09197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171649 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -20919692.000000 Penalty: 5986.638184
	Iteration 213Q: 3 clusters Score -2.091969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -20919716.000000 Penalty: 5986.638184
	Iteration 214Q: 3 clusters Score -2.091972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171694 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20919736.000000 Penalty: 5986.638184
	Iteration 215Q: 3 clusters Score -2.091974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171713 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -20919720.000000 Penalty: 5986.638184
	Iteration 216Q: 3 clusters Score -2.091972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -20919746.000000 Penalty: 5986.638184
	Iteration 217Q: 3 clusters Score -2.091975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171755 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -20919746.000000 Penalty: 5986.638184
	Iteration 218Q: 3 clusters Score -2.091975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171779 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -20919760.000000 Penalty: 5986.638184
	Iteration 219Q: 3 clusters Score -2.091976e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -20919766.000000 Penalty: 5986.638184
	Iteration 220F: 3 clusters Score -2.091977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -20919792.000000 Penalty: 5986.638184
	Iteration 221Q: 3 clusters Score -2.091979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20919794.000000 Penalty: 5986.638184
	Iteration 222Q: 3 clusters Score -2.091979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171842 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -20919794.000000 Penalty: 5986.638184
	Iteration 223Q: 3 clusters Score -2.091979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171852 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -20919802.000000 Penalty: 5986.638184
	Iteration 224Q: 3 clusters Score -2.09198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -20919808.000000 Penalty: 5986.638184
	Iteration 225Q: 3 clusters Score -2.091981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -20919798.000000 Penalty: 5986.638184
	Iteration 226Q: 3 clusters Score -2.09198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -20919808.000000 Penalty: 5986.638184
	Iteration 227Q: 3 clusters Score -2.091981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171905 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20919790.000000 Penalty: 5986.638184
	Iteration 228Q: 3 clusters Score -2.091979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -20919788.000000 Penalty: 5986.638184
	Iteration 229Q: 3 clusters Score -2.091979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20919792.000000 Penalty: 5986.638184
	Iteration 230Q: 3 clusters Score -2.091979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171934 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20919788.000000 Penalty: 5986.638184
	Iteration 231Q: 3 clusters Score -2.091979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -20919764.000000 Penalty: 5986.638184
	Iteration 232Q: 3 clusters Score -2.091976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171955 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -20919762.000000 Penalty: 5986.638184
	Iteration 233Q: 3 clusters Score -2.091976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171962 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20919752.000000 Penalty: 5986.638184
	Iteration 234Q: 3 clusters Score -2.091975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171967 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20919766.000000 Penalty: 5986.638184
	Iteration 235Q: 3 clusters Score -2.091977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171971 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -20919762.000000 Penalty: 5986.638184
	Iteration 236Q: 3 clusters Score -2.091976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171980 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -20919764.000000 Penalty: 5986.638184
	Iteration 237Q: 3 clusters Score -2.091976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -20919770.000000 Penalty: 5986.638184
	Iteration 238Q: 3 clusters Score -2.091977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20919764.000000 Penalty: 5986.638184
	Iteration 239Q: 3 clusters Score -2.091976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171999 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -20919766.000000 Penalty: 5986.638184
	Iteration 240F: 3 clusters Score -2.091977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -20919756.000000 Penalty: 5986.638184
	Iteration 241Q: 3 clusters Score -2.091976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172014 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -20919760.000000 Penalty: 5986.638184
	Iteration 242Q: 3 clusters Score -2.091976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172018 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -20919772.000000 Penalty: 5986.638184
	Iteration 243Q: 3 clusters Score -2.091977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -20919762.000000 Penalty: 5986.638184
	Iteration 244Q: 3 clusters Score -2.091976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20919772.000000 Penalty: 5986.638184
	Iteration 245Q: 3 clusters Score -2.091977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172032 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -20919756.000000 Penalty: 5986.638184
	Iteration 246Q: 3 clusters Score -2.091976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172043 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -20919774.000000 Penalty: 5986.638184
	Iteration 247Q: 3 clusters Score -2.091977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172053 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -20919782.000000 Penalty: 5986.638184
	Iteration 248Q: 3 clusters Score -2.091978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -20919778.000000 Penalty: 5986.638184
	Iteration 249Q: 3 clusters Score -2.091978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20919768.000000 Penalty: 5986.638184
	Iteration 250Q: 3 clusters Score -2.091977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20919782.000000 Penalty: 5986.638184
	Iteration 251Q: 3 clusters Score -2.091978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172098 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -20919780.000000 Penalty: 5986.638184
	Iteration 252Q: 3 clusters Score -2.091978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -20919780.000000 Penalty: 5986.638184
	Iteration 253Q: 3 clusters Score -2.091978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172113 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -20919794.000000 Penalty: 5986.638184
	Iteration 254Q: 3 clusters Score -2.091979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -20919804.000000 Penalty: 5986.638184
	Iteration 255Q: 3 clusters Score -2.09198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -20919788.000000 Penalty: 5986.638184
	Iteration 256Q: 3 clusters Score -2.091979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -20919786.000000 Penalty: 5986.638184
	Iteration 257Q: 3 clusters Score -2.091979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172124 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -20919790.000000 Penalty: 5986.638184
	Iteration 258Q: 3 clusters Score -2.091979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -20919790.000000 Penalty: 5986.638184
	Iteration 259Q: 3 clusters Score -2.091979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -20919796.000000 Penalty: 5986.638184
	Iteration 260F: 3 clusters Score -2.09198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -20919796.000000 Penalty: 5986.638184
	Iteration 261Q: 3 clusters Score -2.09198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172124 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -20919786.000000 Penalty: 5986.638184
	Iteration 262Q: 3 clusters Score -2.091979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172125 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -20919786.000000 Penalty: 5986.638184
	Iteration 263Q: 3 clusters Score -2.091979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172125 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -20919786.000000 Penalty: 5986.638184
	Iteration 264F: 3 clusters Score -2.091979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (163652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163652 members 
Entering Unmasked Estep 
Score: -19311160.000000 Penalty: 2977.363525
	Iteration 0F: 2 clusters Score -1.931116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -19202928.000000 Penalty: 5954.727051
	Iteration 0F: 3 clusters Score -1.920293e+07 nChanged 78450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -19248910.000000 Penalty: 5954.727051
	Iteration 1F: 3 clusters Score -1.924891e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -19251002.000000 Penalty: 5954.727051
	Iteration 2Q: 3 clusters Score -1.9251e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -19254406.000000 Penalty: 5954.727051
	Iteration 3Q: 3 clusters Score -1.925441e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -19260206.000000 Penalty: 5954.727051
	Iteration 4F: 3 clusters Score -1.926021e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -19269016.000000 Penalty: 5954.727051
	Iteration 5F: 3 clusters Score -1.926902e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131179 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -19280110.000000 Penalty: 5954.727051
	Iteration 6F: 3 clusters Score -1.928011e+07 nChanged 12448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143593 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -19291676.000000 Penalty: 5954.727051
	Iteration 7F: 3 clusters Score -1.929168e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153401 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -19300728.000000 Penalty: 5954.727051
	Iteration 8F: 3 clusters Score -1.930073e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -19305368.000000 Penalty: 5954.727051
	Iteration 9Q: 3 clusters Score -1.930537e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19307456.000000 Penalty: 5954.727051
	Iteration 10Q: 3 clusters Score -1.930746e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162691 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19308130.000000 Penalty: 5954.727051
	Iteration 11Q: 3 clusters Score -1.930813e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163002 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19308408.000000 Penalty: 5954.727051
	Iteration 12Q: 3 clusters Score -1.930841e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163138 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -19308486.000000 Penalty: 5954.727051
	Iteration 13Q: 3 clusters Score -1.930849e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19308550.000000 Penalty: 5954.727051
	Iteration 14Q: 3 clusters Score -1.930855e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163228 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19308592.000000 Penalty: 5954.727051
	Iteration 15Q: 3 clusters Score -1.930859e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -19308610.000000 Penalty: 5954.727051
	Iteration 16Q: 3 clusters Score -1.930861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163262 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19308622.000000 Penalty: 5954.727051
	Iteration 17Q: 3 clusters Score -1.930862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163263 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19308634.000000 Penalty: 5954.727051
	Iteration 18Q: 3 clusters Score -1.930863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19308660.000000 Penalty: 5954.727051
	Iteration 19Q: 3 clusters Score -1.930866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19308654.000000 Penalty: 5954.727051
	Iteration 20F: 3 clusters Score -1.930865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163289 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19308658.000000 Penalty: 5954.727051
	Iteration 21Q: 3 clusters Score -1.930866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19308660.000000 Penalty: 5954.727051
	Iteration 22Q: 3 clusters Score -1.930866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163290 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19308664.000000 Penalty: 5954.727051
	Iteration 23Q: 3 clusters Score -1.930866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163294 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19308680.000000 Penalty: 5954.727051
	Iteration 24Q: 3 clusters Score -1.930868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -19308700.000000 Penalty: 5954.727051
	Iteration 25Q: 3 clusters Score -1.93087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19308698.000000 Penalty: 5954.727051
	Iteration 26Q: 3 clusters Score -1.93087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19308692.000000 Penalty: 5954.727051
	Iteration 27Q: 3 clusters Score -1.930869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19308702.000000 Penalty: 5954.727051
	Iteration 28Q: 3 clusters Score -1.93087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19308702.000000 Penalty: 5954.727051
	Iteration 29F: 3 clusters Score -1.93087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Entering Unmasked Estep 
Score: -8570165.000000 Penalty: 2770.808838
	Iteration 0F: 2 clusters Score -8570165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -8522335.000000 Penalty: 5541.617676
	Iteration 0F: 3 clusters Score -8522335 nChanged 33327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -8540977.000000 Penalty: 5541.617676
	Iteration 1F: 3 clusters Score -8540977 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -8541547.000000 Penalty: 5541.617676
	Iteration 2Q: 3 clusters Score -8541547 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -8542176.000000 Penalty: 5541.617676
	Iteration 3Q: 3 clusters Score -8542176 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -8542790.000000 Penalty: 5541.617676
	Iteration 4Q: 3 clusters Score -8542790 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -8543622.000000 Penalty: 5541.617676
	Iteration 5Q: 3 clusters Score -8543622 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -8544908.000000 Penalty: 5541.617676
	Iteration 6Q: 3 clusters Score -8544908 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -8546883.000000 Penalty: 5541.617676
	Iteration 7F: 3 clusters Score -8546883 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -8550074.000000 Penalty: 5541.617676
	Iteration 8F: 3 clusters Score -8550074 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -8554552.000000 Penalty: 5541.617676
	Iteration 9F: 3 clusters Score -8554552 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -8559479.000000 Penalty: 5541.617676
	Iteration 10F: 3 clusters Score -8559479 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -8563601.000000 Penalty: 5541.617676
	Iteration 11F: 3 clusters Score -8563601 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8565993.000000 Penalty: 5541.617676
	Iteration 12Q: 3 clusters Score -8565993 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8567137.000000 Penalty: 5541.617676
	Iteration 13Q: 3 clusters Score -8567137 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8567584.000000 Penalty: 5541.617676
	Iteration 14Q: 3 clusters Score -8567584 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8567795.000000 Penalty: 5541.617676
	Iteration 15Q: 3 clusters Score -8567795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8567919.000000 Penalty: 5541.617676
	Iteration 16Q: 3 clusters Score -8567919 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8567972.000000 Penalty: 5541.617676
	Iteration 17Q: 3 clusters Score -8567972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8568000.000000 Penalty: 5541.617676
	Iteration 18Q: 3 clusters Score -8568000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8568025.000000 Penalty: 5541.617676
	Iteration 19Q: 3 clusters Score -8568025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8568038.000000 Penalty: 5541.617676
	Iteration 20F: 3 clusters Score -8568038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8568064.000000 Penalty: 5541.617676
	Iteration 21Q: 3 clusters Score -8568064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8568075.000000 Penalty: 5541.617676
	Iteration 22Q: 3 clusters Score -8568075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8568082.000000 Penalty: 5541.617676
	Iteration 23Q: 3 clusters Score -8568082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8568078.000000 Penalty: 5541.617676
	Iteration 24Q: 3 clusters Score -8568078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8568083.000000 Penalty: 5541.617676
	Iteration 25Q: 3 clusters Score -8568083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8568083.000000 Penalty: 5541.617676
	Iteration 26Q: 3 clusters Score -8568083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8568087.000000 Penalty: 5541.617676
	Iteration 27Q: 3 clusters Score -8568087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8568094.000000 Penalty: 5541.617676
	Iteration 28Q: 3 clusters Score -8568094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8568093.000000 Penalty: 5541.617676
	Iteration 29Q: 3 clusters Score -8568093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8568095.000000 Penalty: 5541.617676
	Iteration 30Q: 3 clusters Score -8568095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8568095.000000 Penalty: 5541.617676
	Iteration 31F: 3 clusters Score -8568095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Entering Unmasked Estep 
Score: -3190556.250000 Penalty: 2546.341309
	Iteration 0F: 2 clusters Score -3190556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3170789.500000 Penalty: 5092.682617
	Iteration 0F: 3 clusters Score -3170790 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3178185.250000 Penalty: 5092.682617
	Iteration 1F: 3 clusters Score -3178185 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3179224.750000 Penalty: 5092.682617
	Iteration 2F: 3 clusters Score -3179225 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3180372.000000 Penalty: 5092.682617
	Iteration 3F: 3 clusters Score -3180372 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3181579.750000 Penalty: 5092.682617
	Iteration 4F: 3 clusters Score -3181580 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3182843.000000 Penalty: 5092.682617
	Iteration 5F: 3 clusters Score -3182843 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3183979.750000 Penalty: 5092.682617
	Iteration 6F: 3 clusters Score -3183980 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3184873.750000 Penalty: 5092.682617
	Iteration 7F: 3 clusters Score -3184874 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3185559.250000 Penalty: 5092.682617
	Iteration 8Q: 3 clusters Score -3185559 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3186181.750000 Penalty: 5092.682617
	Iteration 9Q: 3 clusters Score -3186182 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3186907.250000 Penalty: 5092.682617
	Iteration 10Q: 3 clusters Score -3186907 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3187582.500000 Penalty: 5092.682617
	Iteration 11Q: 3 clusters Score -3187582 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3188085.500000 Penalty: 5092.682617
	Iteration 12Q: 3 clusters Score -3188086 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3188417.250000 Penalty: 5092.682617
	Iteration 13Q: 3 clusters Score -3188417 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3188632.750000 Penalty: 5092.682617
	Iteration 14Q: 3 clusters Score -3188633 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3188771.750000 Penalty: 5092.682617
	Iteration 15Q: 3 clusters Score -3188772 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3188852.000000 Penalty: 5092.682617
	Iteration 16Q: 3 clusters Score -3188852 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3188895.750000 Penalty: 5092.682617
	Iteration 17Q: 3 clusters Score -3188896 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3188919.500000 Penalty: 5092.682617
	Iteration 18Q: 3 clusters Score -3188920 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3188951.750000 Penalty: 5092.682617
	Iteration 19Q: 3 clusters Score -3188952 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3188976.750000 Penalty: 5092.682617
	Iteration 20F: 3 clusters Score -3188977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3188976.750000 Penalty: 5092.682617
	Iteration 21Q: 3 clusters Score -3188977 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3188993.500000 Penalty: 5092.682617
	Iteration 22Q: 3 clusters Score -3188994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3188999.000000 Penalty: 5092.682617
	Iteration 23Q: 3 clusters Score -3188999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3189021.500000 Penalty: 5092.682617
	Iteration 24Q: 3 clusters Score -3189022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3189030.250000 Penalty: 5092.682617
	Iteration 25Q: 3 clusters Score -3189030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3189033.500000 Penalty: 5092.682617
	Iteration 26Q: 3 clusters Score -3189034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3189040.250000 Penalty: 5092.682617
	Iteration 27Q: 3 clusters Score -3189040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3189050.000000 Penalty: 5092.682617
	Iteration 28Q: 3 clusters Score -3189050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3189061.000000 Penalty: 5092.682617
	Iteration 29Q: 3 clusters Score -3189061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3189071.500000 Penalty: 5092.682617
	Iteration 30Q: 3 clusters Score -3189072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3189067.750000 Penalty: 5092.682617
	Iteration 31Q: 3 clusters Score -3189068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3189073.750000 Penalty: 5092.682617
	Iteration 32Q: 3 clusters Score -3189074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3189082.000000 Penalty: 5092.682617
	Iteration 33Q: 3 clusters Score -3189082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3189091.000000 Penalty: 5092.682617
	Iteration 34Q: 3 clusters Score -3189091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3189097.000000 Penalty: 5092.682617
	Iteration 35Q: 3 clusters Score -3189097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3189100.500000 Penalty: 5092.682617
	Iteration 36Q: 3 clusters Score -3189100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3189108.750000 Penalty: 5092.682617
	Iteration 37Q: 3 clusters Score -3189109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3189110.750000 Penalty: 5092.682617
	Iteration 38Q: 3 clusters Score -3189111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3189122.500000 Penalty: 5092.682617
	Iteration 39Q: 3 clusters Score -3189122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3189113.000000 Penalty: 5092.682617
	Iteration 40F: 3 clusters Score -3189113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3189112.750000 Penalty: 5092.682617
	Iteration 41Q: 3 clusters Score -3189113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3189111.500000 Penalty: 5092.682617
	Iteration 42Q: 3 clusters Score -3189112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3189120.250000 Penalty: 5092.682617
	Iteration 43Q: 3 clusters Score -3189120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3189127.250000 Penalty: 5092.682617
	Iteration 44Q: 3 clusters Score -3189127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3189138.500000 Penalty: 5092.682617
	Iteration 45Q: 3 clusters Score -3189138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3189146.250000 Penalty: 5092.682617
	Iteration 46Q: 3 clusters Score -3189146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3189147.750000 Penalty: 5092.682617
	Iteration 47Q: 3 clusters Score -3189148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3189161.500000 Penalty: 5092.682617
	Iteration 48Q: 3 clusters Score -3189162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3189163.000000 Penalty: 5092.682617
	Iteration 49Q: 3 clusters Score -3189163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3189165.000000 Penalty: 5092.682617
	Iteration 50Q: 3 clusters Score -3189165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3189162.000000 Penalty: 5092.682617
	Iteration 51Q: 3 clusters Score -3189162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3189162.500000 Penalty: 5092.682617
	Iteration 52Q: 3 clusters Score -3189162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3189158.750000 Penalty: 5092.682617
	Iteration 53Q: 3 clusters Score -3189159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3189167.500000 Penalty: 5092.682617
	Iteration 54Q: 3 clusters Score -3189168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3189172.750000 Penalty: 5092.682617
	Iteration 55Q: 3 clusters Score -3189173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3189174.750000 Penalty: 5092.682617
	Iteration 56Q: 3 clusters Score -3189175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3189179.500000 Penalty: 5092.682617
	Iteration 57Q: 3 clusters Score -3189180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3189179.500000 Penalty: 5092.682617
	Iteration 58Q: 3 clusters Score -3189180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3189186.250000 Penalty: 5092.682617
	Iteration 59Q: 3 clusters Score -3189186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3189183.000000 Penalty: 5092.682617
	Iteration 60F: 3 clusters Score -3189183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3189182.250000 Penalty: 5092.682617
	Iteration 61Q: 3 clusters Score -3189182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3189181.750000 Penalty: 5092.682617
	Iteration 62Q: 3 clusters Score -3189182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3189181.250000 Penalty: 5092.682617
	Iteration 63Q: 3 clusters Score -3189181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3189182.250000 Penalty: 5092.682617
	Iteration 64Q: 3 clusters Score -3189182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3189183.500000 Penalty: 5092.682617
	Iteration 65Q: 3 clusters Score -3189184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3189185.500000 Penalty: 5092.682617
	Iteration 66Q: 3 clusters Score -3189186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3189186.000000 Penalty: 5092.682617
	Iteration 67Q: 3 clusters Score -3189186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3189182.000000 Penalty: 5092.682617
	Iteration 68Q: 3 clusters Score -3189182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3189182.000000 Penalty: 5092.682617
	Iteration 69F: 3 clusters Score -3189182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Entering Unmasked Estep 
Score: -5660929.000000 Penalty: 2675.264893
	Iteration 0F: 2 clusters Score -5660929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5628170.000000 Penalty: 5350.529785
	Iteration 0F: 3 clusters Score -5628170 nChanged 22484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -5641044.500000 Penalty: 5350.529785
	Iteration 1F: 3 clusters Score -5641044 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -5642290.500000 Penalty: 5350.529785
	Iteration 2F: 3 clusters Score -5642290 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -5643978.500000 Penalty: 5350.529785
	Iteration 3F: 3 clusters Score -5643978 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -5646210.000000 Penalty: 5350.529785
	Iteration 4F: 3 clusters Score -5646210 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5648425.500000 Penalty: 5350.529785
	Iteration 5F: 3 clusters Score -5648426 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -5650335.500000 Penalty: 5350.529785
	Iteration 6F: 3 clusters Score -5650336 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5651812.500000 Penalty: 5350.529785
	Iteration 7F: 3 clusters Score -5651812 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5652855.000000 Penalty: 5350.529785
	Iteration 8Q: 3 clusters Score -5652855 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5653543.500000 Penalty: 5350.529785
	Iteration 9Q: 3 clusters Score -5653544 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -5654048.500000 Penalty: 5350.529785
	Iteration 10Q: 3 clusters Score -5654048 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5654582.500000 Penalty: 5350.529785
	Iteration 11Q: 3 clusters Score -5654582 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5655161.000000 Penalty: 5350.529785
	Iteration 12Q: 3 clusters Score -5655161 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5655760.500000 Penalty: 5350.529785
	Iteration 13Q: 3 clusters Score -5655760 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -5656443.000000 Penalty: 5350.529785
	Iteration 14Q: 3 clusters Score -5656443 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -5657105.000000 Penalty: 5350.529785
	Iteration 15Q: 3 clusters Score -5657105 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5657692.000000 Penalty: 5350.529785
	Iteration 16Q: 3 clusters Score -5657692 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -5658205.500000 Penalty: 5350.529785
	Iteration 17Q: 3 clusters Score -5658206 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5658615.500000 Penalty: 5350.529785
	Iteration 18Q: 3 clusters Score -5658616 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5658882.500000 Penalty: 5350.529785
	Iteration 19Q: 3 clusters Score -5658882 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -5659124.500000 Penalty: 5350.529785
	Iteration 20F: 3 clusters Score -5659124 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -5659277.000000 Penalty: 5350.529785
	Iteration 21Q: 3 clusters Score -5659277 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5659384.000000 Penalty: 5350.529785
	Iteration 22Q: 3 clusters Score -5659384 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -5659469.500000 Penalty: 5350.529785
	Iteration 23Q: 3 clusters Score -5659470 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -5659522.500000 Penalty: 5350.529785
	Iteration 24Q: 3 clusters Score -5659522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -5659564.500000 Penalty: 5350.529785
	Iteration 25Q: 3 clusters Score -5659564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -5659606.500000 Penalty: 5350.529785
	Iteration 26Q: 3 clusters Score -5659606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5659635.500000 Penalty: 5350.529785
	Iteration 27Q: 3 clusters Score -5659636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -5659649.500000 Penalty: 5350.529785
	Iteration 28Q: 3 clusters Score -5659650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -5659651.000000 Penalty: 5350.529785
	Iteration 29Q: 3 clusters Score -5659651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5659665.500000 Penalty: 5350.529785
	Iteration 30Q: 3 clusters Score -5659666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -5659671.000000 Penalty: 5350.529785
	Iteration 31Q: 3 clusters Score -5659671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -5659685.500000 Penalty: 5350.529785
	Iteration 32Q: 3 clusters Score -5659686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -5659698.500000 Penalty: 5350.529785
	Iteration 33Q: 3 clusters Score -5659698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -5659708.000000 Penalty: 5350.529785
	Iteration 34Q: 3 clusters Score -5659708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -5659709.000000 Penalty: 5350.529785
	Iteration 35Q: 3 clusters Score -5659709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -5659709.500000 Penalty: 5350.529785
	Iteration 36Q: 3 clusters Score -5659710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -5659724.500000 Penalty: 5350.529785
	Iteration 37Q: 3 clusters Score -5659724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -5659721.500000 Penalty: 5350.529785
	Iteration 38Q: 3 clusters Score -5659722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -5659730.000000 Penalty: 5350.529785
	Iteration 39Q: 3 clusters Score -5659730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -5659737.000000 Penalty: 5350.529785
	Iteration 40F: 3 clusters Score -5659737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -5659745.500000 Penalty: 5350.529785
	Iteration 41Q: 3 clusters Score -5659746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -5659755.500000 Penalty: 5350.529785
	Iteration 42Q: 3 clusters Score -5659756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -5659763.000000 Penalty: 5350.529785
	Iteration 43Q: 3 clusters Score -5659763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -5659771.000000 Penalty: 5350.529785
	Iteration 44Q: 3 clusters Score -5659771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -5659766.000000 Penalty: 5350.529785
	Iteration 45Q: 3 clusters Score -5659766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -5659776.000000 Penalty: 5350.529785
	Iteration 46Q: 3 clusters Score -5659776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -5659775.500000 Penalty: 5350.529785
	Iteration 47Q: 3 clusters Score -5659776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -5659770.000000 Penalty: 5350.529785
	Iteration 48Q: 3 clusters Score -5659770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -5659772.000000 Penalty: 5350.529785
	Iteration 49Q: 3 clusters Score -5659772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5659776.000000 Penalty: 5350.529785
	Iteration 50Q: 3 clusters Score -5659776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5659765.000000 Penalty: 5350.529785
	Iteration 51Q: 3 clusters Score -5659765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5659764.500000 Penalty: 5350.529785
	Iteration 52Q: 3 clusters Score -5659764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -5659766.000000 Penalty: 5350.529785
	Iteration 53Q: 3 clusters Score -5659766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -5659768.000000 Penalty: 5350.529785
	Iteration 54Q: 3 clusters Score -5659768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -5659771.000000 Penalty: 5350.529785
	Iteration 55Q: 3 clusters Score -5659771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -5659768.500000 Penalty: 5350.529785
	Iteration 56Q: 3 clusters Score -5659768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -5659768.000000 Penalty: 5350.529785
	Iteration 57Q: 3 clusters Score -5659768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -5659770.500000 Penalty: 5350.529785
	Iteration 58Q: 3 clusters Score -5659770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -5659764.500000 Penalty: 5350.529785
	Iteration 59Q: 3 clusters Score -5659764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -5659767.500000 Penalty: 5350.529785
	Iteration 60F: 3 clusters Score -5659768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5659776.500000 Penalty: 5350.529785
	Iteration 61Q: 3 clusters Score -5659776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -5659775.000000 Penalty: 5350.529785
	Iteration 62Q: 3 clusters Score -5659775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -5659769.500000 Penalty: 5350.529785
	Iteration 63Q: 3 clusters Score -5659770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5659767.000000 Penalty: 5350.529785
	Iteration 64Q: 3 clusters Score -5659767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -5659767.000000 Penalty: 5350.529785
	Iteration 65Q: 3 clusters Score -5659767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5659761.000000 Penalty: 5350.529785
	Iteration 66Q: 3 clusters Score -5659761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5659761.000000 Penalty: 5350.529785
	Iteration 67F: 3 clusters Score -5659761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Entering Unmasked Estep 
Score: -12896676.000000 Penalty: 2875.505859
	Iteration 0F: 2 clusters Score -1.289668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -12824398.000000 Penalty: 5751.011719
	Iteration 0F: 3 clusters Score -1.28244e+07 nChanged 51201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -12853494.000000 Penalty: 5751.011719
	Iteration 1F: 3 clusters Score -1.285349e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -12854827.000000 Penalty: 5751.011719
	Iteration 2Q: 3 clusters Score -1.285483e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -12856543.000000 Penalty: 5751.011719
	Iteration 3Q: 3 clusters Score -1.285654e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -12859031.000000 Penalty: 5751.011719
	Iteration 4Q: 3 clusters Score -1.285903e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -12862230.000000 Penalty: 5751.011719
	Iteration 5F: 3 clusters Score -1.286223e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -12866520.000000 Penalty: 5751.011719
	Iteration 6F: 3 clusters Score -1.286652e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -12871309.000000 Penalty: 5751.011719
	Iteration 7F: 3 clusters Score -1.287131e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -12876094.000000 Penalty: 5751.011719
	Iteration 8F: 3 clusters Score -1.287609e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -12880845.000000 Penalty: 5751.011719
	Iteration 9F: 3 clusters Score -1.288084e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -12884868.000000 Penalty: 5751.011719
	Iteration 10F: 3 clusters Score -1.288487e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -12888114.000000 Penalty: 5751.011719
	Iteration 11Q: 3 clusters Score -1.288811e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -12890456.000000 Penalty: 5751.011719
	Iteration 12Q: 3 clusters Score -1.289046e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -12891996.000000 Penalty: 5751.011719
	Iteration 13Q: 3 clusters Score -1.2892e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -12892939.000000 Penalty: 5751.011719
	Iteration 14Q: 3 clusters Score -1.289294e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -12893488.000000 Penalty: 5751.011719
	Iteration 15Q: 3 clusters Score -1.289349e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12893793.000000 Penalty: 5751.011719
	Iteration 16Q: 3 clusters Score -1.289379e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -12893966.000000 Penalty: 5751.011719
	Iteration 17Q: 3 clusters Score -1.289397e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12894074.000000 Penalty: 5751.011719
	Iteration 18Q: 3 clusters Score -1.289407e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12894137.000000 Penalty: 5751.011719
	Iteration 19Q: 3 clusters Score -1.289414e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12894177.000000 Penalty: 5751.011719
	Iteration 20F: 3 clusters Score -1.289418e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12894241.000000 Penalty: 5751.011719
	Iteration 21Q: 3 clusters Score -1.289424e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12894265.000000 Penalty: 5751.011719
	Iteration 22Q: 3 clusters Score -1.289426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12894268.000000 Penalty: 5751.011719
	Iteration 23Q: 3 clusters Score -1.289427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12894271.000000 Penalty: 5751.011719
	Iteration 24Q: 3 clusters Score -1.289427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12894298.000000 Penalty: 5751.011719
	Iteration 25Q: 3 clusters Score -1.28943e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12894311.000000 Penalty: 5751.011719
	Iteration 26Q: 3 clusters Score -1.289431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12894308.000000 Penalty: 5751.011719
	Iteration 27Q: 3 clusters Score -1.289431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12894329.000000 Penalty: 5751.011719
	Iteration 28Q: 3 clusters Score -1.289433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12894341.000000 Penalty: 5751.011719
	Iteration 29Q: 3 clusters Score -1.289434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12894327.000000 Penalty: 5751.011719
	Iteration 30Q: 3 clusters Score -1.289433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12894335.000000 Penalty: 5751.011719
	Iteration 31Q: 3 clusters Score -1.289434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12894347.000000 Penalty: 5751.011719
	Iteration 32Q: 3 clusters Score -1.289435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12894342.000000 Penalty: 5751.011719
	Iteration 33Q: 3 clusters Score -1.289434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12894346.000000 Penalty: 5751.011719
	Iteration 34Q: 3 clusters Score -1.289435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12894348.000000 Penalty: 5751.011719
	Iteration 35Q: 3 clusters Score -1.289435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12894355.000000 Penalty: 5751.011719
	Iteration 36Q: 3 clusters Score -1.289436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12894355.000000 Penalty: 5751.011719
	Iteration 37F: 3 clusters Score -1.289436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (68723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Entering Unmasked Estep 
Score: -8342670.500000 Penalty: 2762.184082
	Iteration 0F: 2 clusters Score -8342670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8296628.500000 Penalty: 5524.368164
	Iteration 0F: 3 clusters Score -8296628 nChanged 32154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -8314957.000000 Penalty: 5524.368164
	Iteration 1F: 3 clusters Score -8314957 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -8315740.500000 Penalty: 5524.368164
	Iteration 2Q: 3 clusters Score -8315740 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -8316567.000000 Penalty: 5524.368164
	Iteration 3Q: 3 clusters Score -8316567 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -8317500.500000 Penalty: 5524.368164
	Iteration 4Q: 3 clusters Score -8317500 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -8318784.000000 Penalty: 5524.368164
	Iteration 5Q: 3 clusters Score -8318784 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -8320533.000000 Penalty: 5524.368164
	Iteration 6Q: 3 clusters Score -8320533 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -8323104.500000 Penalty: 5524.368164
	Iteration 7F: 3 clusters Score -8323104 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -8326427.000000 Penalty: 5524.368164
	Iteration 8F: 3 clusters Score -8326427 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -8329932.500000 Penalty: 5524.368164
	Iteration 9F: 3 clusters Score -8329932 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -8332508.500000 Penalty: 5524.368164
	Iteration 10Q: 3 clusters Score -8332508 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -8334005.500000 Penalty: 5524.368164
	Iteration 11Q: 3 clusters Score -8334006 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -8334898.500000 Penalty: 5524.368164
	Iteration 12Q: 3 clusters Score -8334898 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -8335440.000000 Penalty: 5524.368164
	Iteration 13Q: 3 clusters Score -8335440 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -8335797.500000 Penalty: 5524.368164
	Iteration 14Q: 3 clusters Score -8335798 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -8336133.500000 Penalty: 5524.368164
	Iteration 15Q: 3 clusters Score -8336134 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -8336408.500000 Penalty: 5524.368164
	Iteration 16Q: 3 clusters Score -8336408 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -8336611.000000 Penalty: 5524.368164
	Iteration 17Q: 3 clusters Score -8336611 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -8336815.500000 Penalty: 5524.368164
	Iteration 18Q: 3 clusters Score -8336816 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -8337013.000000 Penalty: 5524.368164
	Iteration 19Q: 3 clusters Score -8337013 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -8337148.000000 Penalty: 5524.368164
	Iteration 20F: 3 clusters Score -8337148 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -8337257.000000 Penalty: 5524.368164
	Iteration 21Q: 3 clusters Score -8337257 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -8337411.500000 Penalty: 5524.368164
	Iteration 22Q: 3 clusters Score -8337412 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -8337524.500000 Penalty: 5524.368164
	Iteration 23Q: 3 clusters Score -8337524 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -8337668.000000 Penalty: 5524.368164
	Iteration 24Q: 3 clusters Score -8337668 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -8337768.000000 Penalty: 5524.368164
	Iteration 25Q: 3 clusters Score -8337768 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -8337822.000000 Penalty: 5524.368164
	Iteration 26Q: 3 clusters Score -8337822 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -8337914.500000 Penalty: 5524.368164
	Iteration 27Q: 3 clusters Score -8337914 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -8337982.000000 Penalty: 5524.368164
	Iteration 28Q: 3 clusters Score -8337982 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -8338088.500000 Penalty: 5524.368164
	Iteration 29Q: 3 clusters Score -8338088 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -8338172.000000 Penalty: 5524.368164
	Iteration 30Q: 3 clusters Score -8338172 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -8338261.500000 Penalty: 5524.368164
	Iteration 31Q: 3 clusters Score -8338262 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -8338378.000000 Penalty: 5524.368164
	Iteration 32Q: 3 clusters Score -8338378 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -8338501.500000 Penalty: 5524.368164
	Iteration 33Q: 3 clusters Score -8338502 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -8338608.500000 Penalty: 5524.368164
	Iteration 34Q: 3 clusters Score -8338608 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8338716.000000 Penalty: 5524.368164
	Iteration 35Q: 3 clusters Score -8338716 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -8338763.500000 Penalty: 5524.368164
	Iteration 36Q: 3 clusters Score -8338764 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -8338829.500000 Penalty: 5524.368164
	Iteration 37Q: 3 clusters Score -8338830 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8338954.000000 Penalty: 5524.368164
	Iteration 38Q: 3 clusters Score -8338954 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -8339019.500000 Penalty: 5524.368164
	Iteration 39Q: 3 clusters Score -8339020 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -8339091.500000 Penalty: 5524.368164
	Iteration 40F: 3 clusters Score -8339092 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -8339186.500000 Penalty: 5524.368164
	Iteration 41Q: 3 clusters Score -8339186 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8339257.500000 Penalty: 5524.368164
	Iteration 42Q: 3 clusters Score -8339258 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -8339348.500000 Penalty: 5524.368164
	Iteration 43Q: 3 clusters Score -8339348 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8339428.500000 Penalty: 5524.368164
	Iteration 44Q: 3 clusters Score -8339428 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8339502.000000 Penalty: 5524.368164
	Iteration 45Q: 3 clusters Score -8339502 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8339549.500000 Penalty: 5524.368164
	Iteration 46Q: 3 clusters Score -8339550 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8339617.000000 Penalty: 5524.368164
	Iteration 47Q: 3 clusters Score -8339617 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8339689.000000 Penalty: 5524.368164
	Iteration 48Q: 3 clusters Score -8339689 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8339750.500000 Penalty: 5524.368164
	Iteration 49Q: 3 clusters Score -8339750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8339803.000000 Penalty: 5524.368164
	Iteration 50Q: 3 clusters Score -8339803 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8339850.500000 Penalty: 5524.368164
	Iteration 51Q: 3 clusters Score -8339850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8339867.500000 Penalty: 5524.368164
	Iteration 52Q: 3 clusters Score -8339868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8339932.000000 Penalty: 5524.368164
	Iteration 53Q: 3 clusters Score -8339932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8339975.500000 Penalty: 5524.368164
	Iteration 54Q: 3 clusters Score -8339976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8340008.500000 Penalty: 5524.368164
	Iteration 55Q: 3 clusters Score -8340008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8340031.000000 Penalty: 5524.368164
	Iteration 56Q: 3 clusters Score -8340031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8340033.000000 Penalty: 5524.368164
	Iteration 57Q: 3 clusters Score -8340033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8340054.000000 Penalty: 5524.368164
	Iteration 58Q: 3 clusters Score -8340054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8340079.000000 Penalty: 5524.368164
	Iteration 59Q: 3 clusters Score -8340079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8340090.000000 Penalty: 5524.368164
	Iteration 60F: 3 clusters Score -8340090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8340107.500000 Penalty: 5524.368164
	Iteration 61Q: 3 clusters Score -8340108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8340119.000000 Penalty: 5524.368164
	Iteration 62Q: 3 clusters Score -8340119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8340127.000000 Penalty: 5524.368164
	Iteration 63Q: 3 clusters Score -8340127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8340140.500000 Penalty: 5524.368164
	Iteration 64Q: 3 clusters Score -8340140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8340140.000000 Penalty: 5524.368164
	Iteration 65Q: 3 clusters Score -8340140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8340162.000000 Penalty: 5524.368164
	Iteration 66Q: 3 clusters Score -8340162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8340169.500000 Penalty: 5524.368164
	Iteration 67Q: 3 clusters Score -8340170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8340179.000000 Penalty: 5524.368164
	Iteration 68Q: 3 clusters Score -8340179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8340189.000000 Penalty: 5524.368164
	Iteration 69Q: 3 clusters Score -8340189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8340190.000000 Penalty: 5524.368164
	Iteration 70Q: 3 clusters Score -8340190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8340200.500000 Penalty: 5524.368164
	Iteration 71Q: 3 clusters Score -8340200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8340219.500000 Penalty: 5524.368164
	Iteration 72Q: 3 clusters Score -8340220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8340215.000000 Penalty: 5524.368164
	Iteration 73Q: 3 clusters Score -8340215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8340220.000000 Penalty: 5524.368164
	Iteration 74Q: 3 clusters Score -8340220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8340229.500000 Penalty: 5524.368164
	Iteration 75Q: 3 clusters Score -8340230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8340230.000000 Penalty: 5524.368164
	Iteration 76Q: 3 clusters Score -8340230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8340221.500000 Penalty: 5524.368164
	Iteration 77Q: 3 clusters Score -8340222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8340223.500000 Penalty: 5524.368164
	Iteration 78Q: 3 clusters Score -8340224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8340234.500000 Penalty: 5524.368164
	Iteration 79Q: 3 clusters Score -8340234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8340234.500000 Penalty: 5524.368164
	Iteration 80F: 3 clusters Score -8340234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8340238.000000 Penalty: 5524.368164
	Iteration 81Q: 3 clusters Score -8340238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8340245.500000 Penalty: 5524.368164
	Iteration 82Q: 3 clusters Score -8340246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8340249.000000 Penalty: 5524.368164
	Iteration 83Q: 3 clusters Score -8340249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8340252.000000 Penalty: 5524.368164
	Iteration 84Q: 3 clusters Score -8340252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8340247.500000 Penalty: 5524.368164
	Iteration 85Q: 3 clusters Score -8340248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8340272.500000 Penalty: 5524.368164
	Iteration 86Q: 3 clusters Score -8340272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8340283.500000 Penalty: 5524.368164
	Iteration 87Q: 3 clusters Score -8340284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8340285.000000 Penalty: 5524.368164
	Iteration 88Q: 3 clusters Score -8340285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8340298.500000 Penalty: 5524.368164
	Iteration 89Q: 3 clusters Score -8340298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8340300.000000 Penalty: 5524.368164
	Iteration 90Q: 3 clusters Score -8340300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8340306.000000 Penalty: 5524.368164
	Iteration 91Q: 3 clusters Score -8340306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8340309.500000 Penalty: 5524.368164
	Iteration 92Q: 3 clusters Score -8340310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8340307.500000 Penalty: 5524.368164
	Iteration 93Q: 3 clusters Score -8340308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8340313.000000 Penalty: 5524.368164
	Iteration 94Q: 3 clusters Score -8340313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8340329.500000 Penalty: 5524.368164
	Iteration 95Q: 3 clusters Score -8340330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8340339.500000 Penalty: 5524.368164
	Iteration 96Q: 3 clusters Score -8340340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8340342.000000 Penalty: 5524.368164
	Iteration 97Q: 3 clusters Score -8340342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8340353.000000 Penalty: 5524.368164
	Iteration 98Q: 3 clusters Score -8340353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8340354.000000 Penalty: 5524.368164
	Iteration 99Q: 3 clusters Score -8340354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8340350.000000 Penalty: 5524.368164
	Iteration 100F: 3 clusters Score -8340350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8340353.500000 Penalty: 5524.368164
	Iteration 101Q: 3 clusters Score -8340354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8340354.000000 Penalty: 5524.368164
	Iteration 102Q: 3 clusters Score -8340354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8340352.500000 Penalty: 5524.368164
	Iteration 103Q: 3 clusters Score -8340352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8340359.500000 Penalty: 5524.368164
	Iteration 104Q: 3 clusters Score -8340360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8340359.500000 Penalty: 5524.368164
	Iteration 105F: 3 clusters Score -8340360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -426101.625000 Penalty: 2026.556641
	Iteration 0F: 2 clusters Score -426101.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -422471.125000 Penalty: 4053.113281
	Iteration 0F: 3 clusters Score -422471.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -423210.843750 Penalty: 4053.113281
	Iteration 1F: 3 clusters Score -423210.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -423395.000000 Penalty: 4053.113281
	Iteration 2F: 3 clusters Score -423395 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -423502.968750 Penalty: 4053.113281
	Iteration 3Q: 3 clusters Score -423503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423579.281250 Penalty: 4053.113281
	Iteration 4Q: 3 clusters Score -423579.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -423640.750000 Penalty: 4053.113281
	Iteration 5Q: 3 clusters Score -423640.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -423678.375000 Penalty: 4053.113281
	Iteration 6Q: 3 clusters Score -423678.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -423708.906250 Penalty: 4053.113281
	Iteration 7Q: 3 clusters Score -423708.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -423737.125000 Penalty: 4053.113281
	Iteration 8Q: 3 clusters Score -423737.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -423763.500000 Penalty: 4053.113281
	Iteration 9Q: 3 clusters Score -423763.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -423789.562500 Penalty: 4053.113281
	Iteration 10Q: 3 clusters Score -423789.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -423814.437500 Penalty: 4053.113281
	Iteration 11Q: 3 clusters Score -423814.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -423848.718750 Penalty: 4053.113281
	Iteration 12Q: 3 clusters Score -423848.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -423885.250000 Penalty: 4053.113281
	Iteration 13Q: 3 clusters Score -423885.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -423920.156250 Penalty: 4053.113281
	Iteration 14Q: 3 clusters Score -423920.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -423952.281250 Penalty: 4053.113281
	Iteration 15Q: 3 clusters Score -423952.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -423996.781250 Penalty: 4053.113281
	Iteration 16Q: 3 clusters Score -423996.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -424039.875000 Penalty: 4053.113281
	Iteration 17Q: 3 clusters Score -424039.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -424081.656250 Penalty: 4053.113281
	Iteration 18Q: 3 clusters Score -424081.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -424120.125000 Penalty: 4053.113281
	Iteration 19Q: 3 clusters Score -424120.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -424169.531250 Penalty: 4053.113281
	Iteration 20F: 3 clusters Score -424169.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -424224.031250 Penalty: 4053.113281
	Iteration 21Q: 3 clusters Score -424224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -424289.000000 Penalty: 4053.113281
	Iteration 22Q: 3 clusters Score -424289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -424360.281250 Penalty: 4053.113281
	Iteration 23Q: 3 clusters Score -424360.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -424423.531250 Penalty: 4053.113281
	Iteration 24Q: 3 clusters Score -424423.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -424491.812500 Penalty: 4053.113281
	Iteration 25Q: 3 clusters Score -424491.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -424548.093750 Penalty: 4053.113281
	Iteration 26Q: 3 clusters Score -424548.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -424587.375000 Penalty: 4053.113281
	Iteration 27Q: 3 clusters Score -424587.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -424611.781250 Penalty: 4053.113281
	Iteration 28Q: 3 clusters Score -424611.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -424634.593750 Penalty: 4053.113281
	Iteration 29Q: 3 clusters Score -424634.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -424647.343750 Penalty: 4053.113281
	Iteration 30Q: 3 clusters Score -424647.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -424660.312500 Penalty: 4053.113281
	Iteration 31Q: 3 clusters Score -424660.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -424667.562500 Penalty: 4053.113281
	Iteration 32Q: 3 clusters Score -424667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -424675.031250 Penalty: 4053.113281
	Iteration 33Q: 3 clusters Score -424675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -424677.656250 Penalty: 4053.113281
	Iteration 34Q: 3 clusters Score -424677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -424680.937500 Penalty: 4053.113281
	Iteration 35Q: 3 clusters Score -424680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -424684.343750 Penalty: 4053.113281
	Iteration 36Q: 3 clusters Score -424684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -424685.281250 Penalty: 4053.113281
	Iteration 37Q: 3 clusters Score -424685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -424689.031250 Penalty: 4053.113281
	Iteration 38Q: 3 clusters Score -424689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -424689.343750 Penalty: 4053.113281
	Iteration 39Q: 3 clusters Score -424689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -424691.437500 Penalty: 4053.113281
	Iteration 40F: 3 clusters Score -424691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -424693.312500 Penalty: 4053.113281
	Iteration 41Q: 3 clusters Score -424693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -424696.281250 Penalty: 4053.113281
	Iteration 42Q: 3 clusters Score -424696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -424699.093750 Penalty: 4053.113281
	Iteration 43Q: 3 clusters Score -424699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -424701.718750 Penalty: 4053.113281
	Iteration 44Q: 3 clusters Score -424701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -424706.406250 Penalty: 4053.113281
	Iteration 45Q: 3 clusters Score -424706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -424708.625000 Penalty: 4053.113281
	Iteration 46Q: 3 clusters Score -424708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -424710.906250 Penalty: 4053.113281
	Iteration 47Q: 3 clusters Score -424710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -424712.812500 Penalty: 4053.113281
	Iteration 48Q: 3 clusters Score -424712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -424712.781250 Penalty: 4053.113281
	Iteration 49Q: 3 clusters Score -424712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -424712.781250 Penalty: 4053.113281
	Iteration 50F: 3 clusters Score -424712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Entering Unmasked Estep 
Score: -2418443.750000 Penalty: 2472.380371
	Iteration 0F: 2 clusters Score -2418444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2403544.500000 Penalty: 4944.760742
	Iteration 0F: 3 clusters Score -2403544 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2408809.000000 Penalty: 4944.760742
	Iteration 1F: 3 clusters Score -2408809 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2409462.250000 Penalty: 4944.760742
	Iteration 2F: 3 clusters Score -2409462 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2410114.750000 Penalty: 4944.760742
	Iteration 3F: 3 clusters Score -2410115 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2410830.500000 Penalty: 4944.760742
	Iteration 4F: 3 clusters Score -2410830 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2411629.750000 Penalty: 4944.760742
	Iteration 5F: 3 clusters Score -2411630 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2412490.750000 Penalty: 4944.760742
	Iteration 6F: 3 clusters Score -2412491 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2413273.000000 Penalty: 4944.760742
	Iteration 7F: 3 clusters Score -2413273 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2413927.500000 Penalty: 4944.760742
	Iteration 8F: 3 clusters Score -2413928 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2414408.000000 Penalty: 4944.760742
	Iteration 9Q: 3 clusters Score -2414408 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2414710.500000 Penalty: 4944.760742
	Iteration 10Q: 3 clusters Score -2414710 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2414903.250000 Penalty: 4944.760742
	Iteration 11Q: 3 clusters Score -2414903 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2415037.750000 Penalty: 4944.760742
	Iteration 12Q: 3 clusters Score -2415038 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2415119.750000 Penalty: 4944.760742
	Iteration 13Q: 3 clusters Score -2415120 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2415198.000000 Penalty: 4944.760742
	Iteration 14Q: 3 clusters Score -2415198 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2415261.000000 Penalty: 4944.760742
	Iteration 15Q: 3 clusters Score -2415261 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2415341.750000 Penalty: 4944.760742
	Iteration 16Q: 3 clusters Score -2415342 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2415397.250000 Penalty: 4944.760742
	Iteration 17Q: 3 clusters Score -2415397 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2415448.500000 Penalty: 4944.760742
	Iteration 18Q: 3 clusters Score -2415448 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2415506.250000 Penalty: 4944.760742
	Iteration 19Q: 3 clusters Score -2415506 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2415560.750000 Penalty: 4944.760742
	Iteration 20F: 3 clusters Score -2415561 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2415619.250000 Penalty: 4944.760742
	Iteration 21Q: 3 clusters Score -2415619 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2415675.000000 Penalty: 4944.760742
	Iteration 22Q: 3 clusters Score -2415675 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2415732.000000 Penalty: 4944.760742
	Iteration 23Q: 3 clusters Score -2415732 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2415783.500000 Penalty: 4944.760742
	Iteration 24Q: 3 clusters Score -2415784 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2415864.000000 Penalty: 4944.760742
	Iteration 25Q: 3 clusters Score -2415864 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2415940.750000 Penalty: 4944.760742
	Iteration 26Q: 3 clusters Score -2415941 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2416035.250000 Penalty: 4944.760742
	Iteration 27Q: 3 clusters Score -2416035 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2416143.500000 Penalty: 4944.760742
	Iteration 28Q: 3 clusters Score -2416144 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2416255.500000 Penalty: 4944.760742
	Iteration 29Q: 3 clusters Score -2416256 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2416399.000000 Penalty: 4944.760742
	Iteration 30Q: 3 clusters Score -2416399 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2416542.250000 Penalty: 4944.760742
	Iteration 31Q: 3 clusters Score -2416542 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2416675.250000 Penalty: 4944.760742
	Iteration 32Q: 3 clusters Score -2416675 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2416777.500000 Penalty: 4944.760742
	Iteration 33Q: 3 clusters Score -2416778 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2416882.750000 Penalty: 4944.760742
	Iteration 34Q: 3 clusters Score -2416883 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2416953.000000 Penalty: 4944.760742
	Iteration 35Q: 3 clusters Score -2416953 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2417028.000000 Penalty: 4944.760742
	Iteration 36Q: 3 clusters Score -2417028 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2417084.750000 Penalty: 4944.760742
	Iteration 37Q: 3 clusters Score -2417085 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2417139.750000 Penalty: 4944.760742
	Iteration 38Q: 3 clusters Score -2417140 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2417175.250000 Penalty: 4944.760742
	Iteration 39Q: 3 clusters Score -2417175 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2417215.000000 Penalty: 4944.760742
	Iteration 40F: 3 clusters Score -2417215 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2417252.250000 Penalty: 4944.760742
	Iteration 41Q: 3 clusters Score -2417252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2417274.000000 Penalty: 4944.760742
	Iteration 42Q: 3 clusters Score -2417274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2417285.750000 Penalty: 4944.760742
	Iteration 43Q: 3 clusters Score -2417286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2417304.750000 Penalty: 4944.760742
	Iteration 44Q: 3 clusters Score -2417305 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2417329.750000 Penalty: 4944.760742
	Iteration 45Q: 3 clusters Score -2417330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2417352.500000 Penalty: 4944.760742
	Iteration 46Q: 3 clusters Score -2417352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2417361.750000 Penalty: 4944.760742
	Iteration 47Q: 3 clusters Score -2417362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2417371.750000 Penalty: 4944.760742
	Iteration 48Q: 3 clusters Score -2417372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2417386.000000 Penalty: 4944.760742
	Iteration 49Q: 3 clusters Score -2417386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2417400.750000 Penalty: 4944.760742
	Iteration 50Q: 3 clusters Score -2417401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2417411.000000 Penalty: 4944.760742
	Iteration 51Q: 3 clusters Score -2417411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2417417.500000 Penalty: 4944.760742
	Iteration 52Q: 3 clusters Score -2417418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2417433.750000 Penalty: 4944.760742
	Iteration 53Q: 3 clusters Score -2417434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2417436.000000 Penalty: 4944.760742
	Iteration 54Q: 3 clusters Score -2417436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2417439.750000 Penalty: 4944.760742
	Iteration 55Q: 3 clusters Score -2417440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2417448.000000 Penalty: 4944.760742
	Iteration 56Q: 3 clusters Score -2417448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2417456.750000 Penalty: 4944.760742
	Iteration 57Q: 3 clusters Score -2417457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2417455.250000 Penalty: 4944.760742
	Iteration 58Q: 3 clusters Score -2417455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2417451.500000 Penalty: 4944.760742
	Iteration 59Q: 3 clusters Score -2417452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2417462.000000 Penalty: 4944.760742
	Iteration 60F: 3 clusters Score -2417462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2417457.250000 Penalty: 4944.760742
	Iteration 61Q: 3 clusters Score -2417457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2417457.500000 Penalty: 4944.760742
	Iteration 62Q: 3 clusters Score -2417458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2417465.250000 Penalty: 4944.760742
	Iteration 63Q: 3 clusters Score -2417465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2417466.000000 Penalty: 4944.760742
	Iteration 64Q: 3 clusters Score -2417466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2417467.500000 Penalty: 4944.760742
	Iteration 65Q: 3 clusters Score -2417468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2417471.250000 Penalty: 4944.760742
	Iteration 66Q: 3 clusters Score -2417471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2417478.000000 Penalty: 4944.760742
	Iteration 67Q: 3 clusters Score -2417478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2417480.250000 Penalty: 4944.760742
	Iteration 68Q: 3 clusters Score -2417480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2417479.000000 Penalty: 4944.760742
	Iteration 69Q: 3 clusters Score -2417479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2417483.750000 Penalty: 4944.760742
	Iteration 70Q: 3 clusters Score -2417484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2417479.250000 Penalty: 4944.760742
	Iteration 71Q: 3 clusters Score -2417479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2417479.500000 Penalty: 4944.760742
	Iteration 72Q: 3 clusters Score -2417480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2417480.000000 Penalty: 4944.760742
	Iteration 73Q: 3 clusters Score -2417480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2417485.000000 Penalty: 4944.760742
	Iteration 74Q: 3 clusters Score -2417485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2417483.000000 Penalty: 4944.760742
	Iteration 75Q: 3 clusters Score -2417483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2417483.000000 Penalty: 4944.760742
	Iteration 76Q: 3 clusters Score -2417483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2417481.500000 Penalty: 4944.760742
	Iteration 77Q: 3 clusters Score -2417482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2417486.000000 Penalty: 4944.760742
	Iteration 78Q: 3 clusters Score -2417486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2417484.750000 Penalty: 4944.760742
	Iteration 79Q: 3 clusters Score -2417485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2417484.500000 Penalty: 4944.760742
	Iteration 80F: 3 clusters Score -2417484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2417484.250000 Penalty: 4944.760742
	Iteration 81Q: 3 clusters Score -2417484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2417485.250000 Penalty: 4944.760742
	Iteration 82Q: 3 clusters Score -2417485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2417485.250000 Penalty: 4944.760742
	Iteration 83Q: 3 clusters Score -2417485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2417483.750000 Penalty: 4944.760742
	Iteration 84Q: 3 clusters Score -2417484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2417484.500000 Penalty: 4944.760742
	Iteration 85Q: 3 clusters Score -2417484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2417484.500000 Penalty: 4944.760742
	Iteration 86Q: 3 clusters Score -2417484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2417488.750000 Penalty: 4944.760742
	Iteration 87Q: 3 clusters Score -2417489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2417488.750000 Penalty: 4944.760742
	Iteration 88Q: 3 clusters Score -2417489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2417488.000000 Penalty: 4944.760742
	Iteration 89Q: 3 clusters Score -2417488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2417488.000000 Penalty: 4944.760742
	Iteration 90F: 3 clusters Score -2417488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Entering Unmasked Estep 
Score: -3496099.500000 Penalty: 2563.910645
	Iteration 0F: 2 clusters Score -3496100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3474814.750000 Penalty: 5127.821289
	Iteration 0F: 3 clusters Score -3474815 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3482602.250000 Penalty: 5127.821289
	Iteration 1F: 3 clusters Score -3482602 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3483256.500000 Penalty: 5127.821289
	Iteration 2F: 3 clusters Score -3483256 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3483982.000000 Penalty: 5127.821289
	Iteration 3F: 3 clusters Score -3483982 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3484926.250000 Penalty: 5127.821289
	Iteration 4F: 3 clusters Score -3484926 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3486283.000000 Penalty: 5127.821289
	Iteration 5F: 3 clusters Score -3486283 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3487940.750000 Penalty: 5127.821289
	Iteration 6F: 3 clusters Score -3487941 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3489782.000000 Penalty: 5127.821289
	Iteration 7F: 3 clusters Score -3489782 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3491653.000000 Penalty: 5127.821289
	Iteration 8F: 3 clusters Score -3491653 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3493194.000000 Penalty: 5127.821289
	Iteration 9F: 3 clusters Score -3493194 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3494165.250000 Penalty: 5127.821289
	Iteration 10Q: 3 clusters Score -3494165 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3494643.500000 Penalty: 5127.821289
	Iteration 11Q: 3 clusters Score -3494644 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3494854.500000 Penalty: 5127.821289
	Iteration 12Q: 3 clusters Score -3494854 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3494951.000000 Penalty: 5127.821289
	Iteration 13Q: 3 clusters Score -3494951 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3495020.750000 Penalty: 5127.821289
	Iteration 14Q: 3 clusters Score -3495021 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3495077.000000 Penalty: 5127.821289
	Iteration 15Q: 3 clusters Score -3495077 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3495114.500000 Penalty: 5127.821289
	Iteration 16Q: 3 clusters Score -3495114 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3495141.250000 Penalty: 5127.821289
	Iteration 17Q: 3 clusters Score -3495141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3495157.250000 Penalty: 5127.821289
	Iteration 18Q: 3 clusters Score -3495157 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3495173.000000 Penalty: 5127.821289
	Iteration 19Q: 3 clusters Score -3495173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3495178.250000 Penalty: 5127.821289
	Iteration 20F: 3 clusters Score -3495178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3495182.500000 Penalty: 5127.821289
	Iteration 21Q: 3 clusters Score -3495182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3495187.500000 Penalty: 5127.821289
	Iteration 22Q: 3 clusters Score -3495188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3495190.000000 Penalty: 5127.821289
	Iteration 23Q: 3 clusters Score -3495190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3495184.000000 Penalty: 5127.821289
	Iteration 24Q: 3 clusters Score -3495184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3495188.250000 Penalty: 5127.821289
	Iteration 25Q: 3 clusters Score -3495188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3495187.500000 Penalty: 5127.821289
	Iteration 26Q: 3 clusters Score -3495188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3495190.750000 Penalty: 5127.821289
	Iteration 27Q: 3 clusters Score -3495191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3495196.500000 Penalty: 5127.821289
	Iteration 28Q: 3 clusters Score -3495196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3495198.250000 Penalty: 5127.821289
	Iteration 29Q: 3 clusters Score -3495198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3495199.000000 Penalty: 5127.821289
	Iteration 30Q: 3 clusters Score -3495199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3495204.250000 Penalty: 5127.821289
	Iteration 31Q: 3 clusters Score -3495204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3495209.000000 Penalty: 5127.821289
	Iteration 32Q: 3 clusters Score -3495209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3495208.750000 Penalty: 5127.821289
	Iteration 33Q: 3 clusters Score -3495209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3495208.000000 Penalty: 5127.821289
	Iteration 34Q: 3 clusters Score -3495208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3495215.000000 Penalty: 5127.821289
	Iteration 35Q: 3 clusters Score -3495215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3495216.250000 Penalty: 5127.821289
	Iteration 36Q: 3 clusters Score -3495216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3495211.500000 Penalty: 5127.821289
	Iteration 37Q: 3 clusters Score -3495212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3495203.500000 Penalty: 5127.821289
	Iteration 38Q: 3 clusters Score -3495204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3495202.500000 Penalty: 5127.821289
	Iteration 39Q: 3 clusters Score -3495202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3495209.500000 Penalty: 5127.821289
	Iteration 40F: 3 clusters Score -3495210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3495207.750000 Penalty: 5127.821289
	Iteration 41Q: 3 clusters Score -3495208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3495211.250000 Penalty: 5127.821289
	Iteration 42Q: 3 clusters Score -3495211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3495214.250000 Penalty: 5127.821289
	Iteration 43Q: 3 clusters Score -3495214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3495211.750000 Penalty: 5127.821289
	Iteration 44Q: 3 clusters Score -3495212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3495210.500000 Penalty: 5127.821289
	Iteration 45Q: 3 clusters Score -3495210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3495209.500000 Penalty: 5127.821289
	Iteration 46Q: 3 clusters Score -3495210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3495211.000000 Penalty: 5127.821289
	Iteration 47Q: 3 clusters Score -3495211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3495208.750000 Penalty: 5127.821289
	Iteration 48Q: 3 clusters Score -3495209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3495203.750000 Penalty: 5127.821289
	Iteration 49Q: 3 clusters Score -3495204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3495206.000000 Penalty: 5127.821289
	Iteration 50Q: 3 clusters Score -3495206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3495204.250000 Penalty: 5127.821289
	Iteration 51Q: 3 clusters Score -3495204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3495201.500000 Penalty: 5127.821289
	Iteration 52Q: 3 clusters Score -3495202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3495206.000000 Penalty: 5127.821289
	Iteration 53Q: 3 clusters Score -3495206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3495203.000000 Penalty: 5127.821289
	Iteration 54Q: 3 clusters Score -3495203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3495205.000000 Penalty: 5127.821289
	Iteration 55Q: 3 clusters Score -3495205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3495206.500000 Penalty: 5127.821289
	Iteration 56Q: 3 clusters Score -3495206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3495205.000000 Penalty: 5127.821289
	Iteration 57Q: 3 clusters Score -3495205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3495204.000000 Penalty: 5127.821289
	Iteration 58Q: 3 clusters Score -3495204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3495207.500000 Penalty: 5127.821289
	Iteration 59Q: 3 clusters Score -3495208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3495205.250000 Penalty: 5127.821289
	Iteration 60F: 3 clusters Score -3495205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3495206.250000 Penalty: 5127.821289
	Iteration 61Q: 3 clusters Score -3495206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3495210.500000 Penalty: 5127.821289
	Iteration 62Q: 3 clusters Score -3495210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3495207.750000 Penalty: 5127.821289
	Iteration 63Q: 3 clusters Score -3495208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3495211.250000 Penalty: 5127.821289
	Iteration 64Q: 3 clusters Score -3495211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3495212.000000 Penalty: 5127.821289
	Iteration 65Q: 3 clusters Score -3495212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3495216.000000 Penalty: 5127.821289
	Iteration 66Q: 3 clusters Score -3495216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3495219.250000 Penalty: 5127.821289
	Iteration 67Q: 3 clusters Score -3495219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3495221.000000 Penalty: 5127.821289
	Iteration 68Q: 3 clusters Score -3495221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3495221.000000 Penalty: 5127.821289
	Iteration 69F: 3 clusters Score -3495221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -124139.898438 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -124139.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122275.820312 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -122275.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -123137.539062 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -123137.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123880.515625 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -123880.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -124885.375000 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -124885.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -125402.273438 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -125402.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -125476.500000 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -125476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -125500.500000 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -125500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -125509.640625 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -125509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -125517.515625 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -125517.5 nChanged 3
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: -125523.914062 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -125523.9 nChanged 0
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: -125523.914062 Penalty: 3508.761963
	Iteration 10F: 3 clusters Score -125523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 99599 members 
Mstep: Class 3 contains 41507 members 
Mstep: Class 4 contains 17973 members 
Mstep: Class 5 contains 31966 members 
Mstep: Class 6 contains 210118 members 
Mstep: Class 7 contains 81957 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 31950 members 
Mstep: Class 11 contains 174527 members 
Mstep: Class 12 contains 163652 members 
Mstep: Class 13 contains 71155 members 
Mstep: Class 14 contains 28782 members 
Mstep: Class 15 contains 48405 members 
Mstep: Class 16 contains 108530 members 
Mstep: Class 17 contains 68723 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 21360 members 
Mstep: Class 20 contains 30895 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 22096 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 42876 members 
Mstep: Class 25 contains 245923 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174476 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 963 members 
Entering Unmasked Estep 
Score: -205527328.000000 Penalty: 114238.593750
Splitting cluster 21 changes total score from -205527824.000000 to -205527328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (22096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Entering Unmasked Estep 
Score: -2465445.750000 Penalty: 2480.781738
	Iteration 0F: 2 clusters Score -2465446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2450084.250000 Penalty: 4961.563477
	Iteration 0F: 3 clusters Score -2450084 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2455405.500000 Penalty: 4961.563477
	Iteration 1F: 3 clusters Score -2455406 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2456153.500000 Penalty: 4961.563477
	Iteration 2F: 3 clusters Score -2456154 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2457088.250000 Penalty: 4961.563477
	Iteration 3F: 3 clusters Score -2457088 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2458065.750000 Penalty: 4961.563477
	Iteration 4F: 3 clusters Score -2458066 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2458979.500000 Penalty: 4961.563477
	Iteration 5F: 3 clusters Score -2458980 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2459756.500000 Penalty: 4961.563477
	Iteration 6F: 3 clusters Score -2459756 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2460370.250000 Penalty: 4961.563477
	Iteration 7Q: 3 clusters Score -2460370 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2460831.500000 Penalty: 4961.563477
	Iteration 8Q: 3 clusters Score -2460832 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2461204.250000 Penalty: 4961.563477
	Iteration 9Q: 3 clusters Score -2461204 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2461524.750000 Penalty: 4961.563477
	Iteration 10Q: 3 clusters Score -2461525 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2461758.750000 Penalty: 4961.563477
	Iteration 11Q: 3 clusters Score -2461759 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2462029.250000 Penalty: 4961.563477
	Iteration 12Q: 3 clusters Score -2462029 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2462251.000000 Penalty: 4961.563477
	Iteration 13Q: 3 clusters Score -2462251 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2462480.500000 Penalty: 4961.563477
	Iteration 14Q: 3 clusters Score -2462480 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2462689.750000 Penalty: 4961.563477
	Iteration 15Q: 3 clusters Score -2462690 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2462903.500000 Penalty: 4961.563477
	Iteration 16Q: 3 clusters Score -2462904 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2463087.750000 Penalty: 4961.563477
	Iteration 17Q: 3 clusters Score -2463088 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2463261.500000 Penalty: 4961.563477
	Iteration 18Q: 3 clusters Score -2463262 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2463405.000000 Penalty: 4961.563477
	Iteration 19Q: 3 clusters Score -2463405 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2463533.250000 Penalty: 4961.563477
	Iteration 20F: 3 clusters Score -2463533 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2463653.750000 Penalty: 4961.563477
	Iteration 21Q: 3 clusters Score -2463654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2463719.500000 Penalty: 4961.563477
	Iteration 22Q: 3 clusters Score -2463720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2463765.250000 Penalty: 4961.563477
	Iteration 23Q: 3 clusters Score -2463765 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2463811.500000 Penalty: 4961.563477
	Iteration 24Q: 3 clusters Score -2463812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2463833.250000 Penalty: 4961.563477
	Iteration 25Q: 3 clusters Score -2463833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2463856.750000 Penalty: 4961.563477
	Iteration 26Q: 3 clusters Score -2463857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2463878.250000 Penalty: 4961.563477
	Iteration 27Q: 3 clusters Score -2463878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2463896.000000 Penalty: 4961.563477
	Iteration 28Q: 3 clusters Score -2463896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2463907.500000 Penalty: 4961.563477
	Iteration 29Q: 3 clusters Score -2463908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2463916.250000 Penalty: 4961.563477
	Iteration 30Q: 3 clusters Score -2463916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2463916.750000 Penalty: 4961.563477
	Iteration 31Q: 3 clusters Score -2463917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2463923.250000 Penalty: 4961.563477
	Iteration 32Q: 3 clusters Score -2463923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2463926.000000 Penalty: 4961.563477
	Iteration 33Q: 3 clusters Score -2463926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2463925.250000 Penalty: 4961.563477
	Iteration 34Q: 3 clusters Score -2463925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2463923.250000 Penalty: 4961.563477
	Iteration 35Q: 3 clusters Score -2463923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2463924.250000 Penalty: 4961.563477
	Iteration 36Q: 3 clusters Score -2463924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2463928.750000 Penalty: 4961.563477
	Iteration 37Q: 3 clusters Score -2463929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2463928.750000 Penalty: 4961.563477
	Iteration 38F: 3 clusters Score -2463929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -847912.125000 Penalty: 2203.692139
	Iteration 0F: 2 clusters Score -847912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -841993.312500 Penalty: 4407.384277
	Iteration 0F: 3 clusters Score -841993.3 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -843961.000000 Penalty: 4407.384277
	Iteration 1F: 3 clusters Score -843961 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -844667.937500 Penalty: 4407.384277
	Iteration 2F: 3 clusters Score -844667.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -845264.937500 Penalty: 4407.384277
	Iteration 3F: 3 clusters Score -845264.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -845753.562500 Penalty: 4407.384277
	Iteration 4F: 3 clusters Score -845753.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -846158.812500 Penalty: 4407.384277
	Iteration 5F: 3 clusters Score -846158.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -846477.562500 Penalty: 4407.384277
	Iteration 6F: 3 clusters Score -846477.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -846738.062500 Penalty: 4407.384277
	Iteration 7Q: 3 clusters Score -846738.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -846950.875000 Penalty: 4407.384277
	Iteration 8Q: 3 clusters Score -846950.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -847082.000000 Penalty: 4407.384277
	Iteration 9Q: 3 clusters Score -847082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -847190.687500 Penalty: 4407.384277
	Iteration 10Q: 3 clusters Score -847190.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -847266.750000 Penalty: 4407.384277
	Iteration 11Q: 3 clusters Score -847266.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -847323.250000 Penalty: 4407.384277
	Iteration 12Q: 3 clusters Score -847323.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -847375.250000 Penalty: 4407.384277
	Iteration 13Q: 3 clusters Score -847375.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -847420.062500 Penalty: 4407.384277
	Iteration 14Q: 3 clusters Score -847420.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -847461.937500 Penalty: 4407.384277
	Iteration 15Q: 3 clusters Score -847461.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -847502.375000 Penalty: 4407.384277
	Iteration 16Q: 3 clusters Score -847502.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -847529.875000 Penalty: 4407.384277
	Iteration 17Q: 3 clusters Score -847529.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -847554.437500 Penalty: 4407.384277
	Iteration 18Q: 3 clusters Score -847554.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -847573.375000 Penalty: 4407.384277
	Iteration 19Q: 3 clusters Score -847573.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -847586.187500 Penalty: 4407.384277
	Iteration 20F: 3 clusters Score -847586.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -847598.312500 Penalty: 4407.384277
	Iteration 21Q: 3 clusters Score -847598.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -847605.125000 Penalty: 4407.384277
	Iteration 22Q: 3 clusters Score -847605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -847609.812500 Penalty: 4407.384277
	Iteration 23Q: 3 clusters Score -847609.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -847615.750000 Penalty: 4407.384277
	Iteration 24Q: 3 clusters Score -847615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -847621.187500 Penalty: 4407.384277
	Iteration 25Q: 3 clusters Score -847621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -847622.812500 Penalty: 4407.384277
	Iteration 26Q: 3 clusters Score -847622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -847622.312500 Penalty: 4407.384277
	Iteration 27Q: 3 clusters Score -847622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -847625.250000 Penalty: 4407.384277
	Iteration 28Q: 3 clusters Score -847625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -847627.875000 Penalty: 4407.384277
	Iteration 29Q: 3 clusters Score -847627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -847630.062500 Penalty: 4407.384277
	Iteration 30Q: 3 clusters Score -847630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -847631.687500 Penalty: 4407.384277
	Iteration 31Q: 3 clusters Score -847631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -847633.687500 Penalty: 4407.384277
	Iteration 32Q: 3 clusters Score -847633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -847636.625000 Penalty: 4407.384277
	Iteration 33Q: 3 clusters Score -847636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -847640.250000 Penalty: 4407.384277
	Iteration 34Q: 3 clusters Score -847640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -847645.250000 Penalty: 4407.384277
	Iteration 35Q: 3 clusters Score -847645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -847648.500000 Penalty: 4407.384277
	Iteration 36Q: 3 clusters Score -847648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -847651.500000 Penalty: 4407.384277
	Iteration 37Q: 3 clusters Score -847651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -847652.750000 Penalty: 4407.384277
	Iteration 38Q: 3 clusters Score -847652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -847652.250000 Penalty: 4407.384277
	Iteration 39Q: 3 clusters Score -847652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -847652.250000 Penalty: 4407.384277
	Iteration 40F: 3 clusters Score -847652.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Entering Unmasked Estep 
Score: -5081227.000000 Penalty: 2645.184570
	Iteration 0F: 2 clusters Score -5081227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5052134.500000 Penalty: 5290.369141
	Iteration 0F: 3 clusters Score -5052134 nChanged 19721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5063050.000000 Penalty: 5290.369141
	Iteration 1F: 3 clusters Score -5063050 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5063553.000000 Penalty: 5290.369141
	Iteration 2Q: 3 clusters Score -5063553 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5063952.500000 Penalty: 5290.369141
	Iteration 3Q: 3 clusters Score -5063952 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -5064456.500000 Penalty: 5290.369141
	Iteration 4Q: 3 clusters Score -5064456 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -5065043.500000 Penalty: 5290.369141
	Iteration 5Q: 3 clusters Score -5065044 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -5065947.000000 Penalty: 5290.369141
	Iteration 6Q: 3 clusters Score -5065947 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5067291.000000 Penalty: 5290.369141
	Iteration 7F: 3 clusters Score -5067291 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5069400.500000 Penalty: 5290.369141
	Iteration 8F: 3 clusters Score -5069400 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -5072257.500000 Penalty: 5290.369141
	Iteration 9F: 3 clusters Score -5072258 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -5075182.000000 Penalty: 5290.369141
	Iteration 10F: 3 clusters Score -5075182 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5077105.000000 Penalty: 5290.369141
	Iteration 11Q: 3 clusters Score -5077105 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -5078072.000000 Penalty: 5290.369141
	Iteration 12Q: 3 clusters Score -5078072 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5078488.000000 Penalty: 5290.369141
	Iteration 13Q: 3 clusters Score -5078488 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5078653.500000 Penalty: 5290.369141
	Iteration 14Q: 3 clusters Score -5078654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -5078764.500000 Penalty: 5290.369141
	Iteration 15Q: 3 clusters Score -5078764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -5078834.000000 Penalty: 5290.369141
	Iteration 16Q: 3 clusters Score -5078834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5078868.500000 Penalty: 5290.369141
	Iteration 17Q: 3 clusters Score -5078868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5078882.500000 Penalty: 5290.369141
	Iteration 18Q: 3 clusters Score -5078882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5078891.000000 Penalty: 5290.369141
	Iteration 19Q: 3 clusters Score -5078891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5078903.500000 Penalty: 5290.369141
	Iteration 20F: 3 clusters Score -5078904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -5078902.500000 Penalty: 5290.369141
	Iteration 21Q: 3 clusters Score -5078902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5078910.500000 Penalty: 5290.369141
	Iteration 22Q: 3 clusters Score -5078910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5078921.000000 Penalty: 5290.369141
	Iteration 23Q: 3 clusters Score -5078921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -5078927.500000 Penalty: 5290.369141
	Iteration 24Q: 3 clusters Score -5078928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5078935.500000 Penalty: 5290.369141
	Iteration 25Q: 3 clusters Score -5078936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -5078937.000000 Penalty: 5290.369141
	Iteration 26Q: 3 clusters Score -5078937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -5078936.500000 Penalty: 5290.369141
	Iteration 27Q: 3 clusters Score -5078936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -5078946.000000 Penalty: 5290.369141
	Iteration 28Q: 3 clusters Score -5078946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -5078951.000000 Penalty: 5290.369141
	Iteration 29Q: 3 clusters Score -5078951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5078946.500000 Penalty: 5290.369141
	Iteration 30Q: 3 clusters Score -5078946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -5078947.000000 Penalty: 5290.369141
	Iteration 31Q: 3 clusters Score -5078947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -5078947.000000 Penalty: 5290.369141
	Iteration 32F: 3 clusters Score -5078947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245923 members 
Entering Unmasked Estep 
Score: -28853958.000000 Penalty: 3078.367920
	Iteration 0F: 2 clusters Score -2.885396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123211 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -28689492.000000 Penalty: 6156.735840
	Iteration 0F: 3 clusters Score -2.868949e+07 nChanged 118482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -28759764.000000 Penalty: 6156.735840
	Iteration 1F: 3 clusters Score -2.875976e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -28761366.000000 Penalty: 6156.735840
	Iteration 2Q: 3 clusters Score -2.876137e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -28763896.000000 Penalty: 6156.735840
	Iteration 3Q: 3 clusters Score -2.87639e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Mstep: Class 2 contains 102149 members 
Entering Unmasked Estep 
Score: -28767434.000000 Penalty: 6156.735840
	Iteration 4Q: 3 clusters Score -2.876743e+07 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -28774048.000000 Penalty: 6156.735840
	Iteration 5F: 3 clusters Score -2.877405e+07 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -28784802.000000 Penalty: 6156.735840
	Iteration 6F: 3 clusters Score -2.87848e+07 nChanged 20199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191513 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -28800608.000000 Penalty: 6156.735840
	Iteration 7F: 3 clusters Score -2.880061e+07 nChanged 20427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211900 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -28819156.000000 Penalty: 6156.735840
	Iteration 8F: 3 clusters Score -2.881916e+07 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228130 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -28835180.000000 Penalty: 6156.735840
	Iteration 9F: 3 clusters Score -2.883518e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238090 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -28844866.000000 Penalty: 6156.735840
	Iteration 10Q: 3 clusters Score -2.884487e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242731 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -28849086.000000 Penalty: 6156.735840
	Iteration 11Q: 3 clusters Score -2.884909e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244374 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -28850570.000000 Penalty: 6156.735840
	Iteration 12Q: 3 clusters Score -2.885057e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244913 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -28851144.000000 Penalty: 6156.735840
	Iteration 13Q: 3 clusters Score -2.885114e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245087 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -28851354.000000 Penalty: 6156.735840
	Iteration 14Q: 3 clusters Score -2.885135e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245162 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -28851498.000000 Penalty: 6156.735840
	Iteration 15Q: 3 clusters Score -2.88515e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245194 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -28851552.000000 Penalty: 6156.735840
	Iteration 16Q: 3 clusters Score -2.885155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245209 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -28851566.000000 Penalty: 6156.735840
	Iteration 17Q: 3 clusters Score -2.885157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245217 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -28851622.000000 Penalty: 6156.735840
	Iteration 18Q: 3 clusters Score -2.885162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245227 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -28851630.000000 Penalty: 6156.735840
	Iteration 19Q: 3 clusters Score -2.885163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245242 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -28851652.000000 Penalty: 6156.735840
	Iteration 20F: 3 clusters Score -2.885165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245256 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -28851678.000000 Penalty: 6156.735840
	Iteration 21Q: 3 clusters Score -2.885168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245264 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -28851704.000000 Penalty: 6156.735840
	Iteration 22Q: 3 clusters Score -2.88517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245261 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -28851688.000000 Penalty: 6156.735840
	Iteration 23Q: 3 clusters Score -2.885169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245259 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -28851710.000000 Penalty: 6156.735840
	Iteration 24Q: 3 clusters Score -2.885171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245260 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -28851714.000000 Penalty: 6156.735840
	Iteration 25Q: 3 clusters Score -2.885171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245261 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -28851720.000000 Penalty: 6156.735840
	Iteration 26Q: 3 clusters Score -2.885172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245262 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -28851704.000000 Penalty: 6156.735840
	Iteration 27Q: 3 clusters Score -2.88517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245263 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28851716.000000 Penalty: 6156.735840
	Iteration 28Q: 3 clusters Score -2.885172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245263 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28851702.000000 Penalty: 6156.735840
	Iteration 29Q: 3 clusters Score -2.88517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245263 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28851714.000000 Penalty: 6156.735840
	Iteration 30Q: 3 clusters Score -2.885171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245263 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28851714.000000 Penalty: 6156.735840
	Iteration 31F: 3 clusters Score -2.885171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -136133.281250 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -136133.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134026.875000 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -134026.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134437.875000 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -134437.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134678.796875 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -134678.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -134931.015625 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -134931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135153.015625 Penalty: 3530.134033
	Iteration 4F: 3 clusters Score -135153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135349.140625 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -135349.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135572.312500 Penalty: 3530.134033
	Iteration 6F: 3 clusters Score -135572.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135925.312500 Penalty: 3530.134033
	Iteration 7F: 3 clusters Score -135925.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -136286.093750 Penalty: 3530.134033
	Iteration 8F: 3 clusters Score -136286.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136540.140625 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -136540.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136602.421875 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -136602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136605.062500 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -136605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136605.062500 Penalty: 3530.134033
	Iteration 12F: 3 clusters Score -136605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 99599 members 
Mstep: Class 3 contains 41507 members 
Mstep: Class 4 contains 17973 members 
Mstep: Class 5 contains 31966 members 
Mstep: Class 6 contains 210118 members 
Mstep: Class 7 contains 81957 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 31950 members 
Mstep: Class 11 contains 174527 members 
Mstep: Class 12 contains 163652 members 
Mstep: Class 13 contains 71155 members 
Mstep: Class 14 contains 28782 members 
Mstep: Class 15 contains 48405 members 
Mstep: Class 16 contains 108530 members 
Mstep: Class 17 contains 68723 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 21360 members 
Mstep: Class 20 contains 30895 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22096 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 42876 members 
Mstep: Class 25 contains 245923 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 174476 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 702 members 
Entering Unmasked Estep 
Score: -205526480.000000 Penalty: 114238.593750
Splitting cluster 26 changes total score from -205527824.000000 to -205526480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (174476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Entering Unmasked Estep 
Score: -21099076.000000 Penalty: 2993.246582
	Iteration 0F: 2 clusters Score -2.109908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -20991076.000000 Penalty: 5986.493164
	Iteration 0F: 3 clusters Score -2.099108e+07 nChanged 83365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -21040398.000000 Penalty: 5986.493164
	Iteration 1F: 3 clusters Score -2.10404e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -21041728.000000 Penalty: 5986.493164
	Iteration 2Q: 3 clusters Score -2.104173e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -21044118.000000 Penalty: 5986.493164
	Iteration 3Q: 3 clusters Score -2.104412e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -21047246.000000 Penalty: 5986.493164
	Iteration 4Q: 3 clusters Score -2.104725e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -21051872.000000 Penalty: 5986.493164
	Iteration 5F: 3 clusters Score -2.105187e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -21057682.000000 Penalty: 5986.493164
	Iteration 6F: 3 clusters Score -2.105768e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113294 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -21064248.000000 Penalty: 5986.493164
	Iteration 7F: 3 clusters Score -2.106425e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120777 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -21069828.000000 Penalty: 5986.493164
	Iteration 8F: 3 clusters Score -2.106983e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128182 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -21074292.000000 Penalty: 5986.493164
	Iteration 9F: 3 clusters Score -2.107429e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135398 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -21078178.000000 Penalty: 5986.493164
	Iteration 10Q: 3 clusters Score -2.107818e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -21081866.000000 Penalty: 5986.493164
	Iteration 11Q: 3 clusters Score -2.108187e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -21085182.000000 Penalty: 5986.493164
	Iteration 12Q: 3 clusters Score -2.108518e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155933 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -21087764.000000 Penalty: 5986.493164
	Iteration 13Q: 3 clusters Score -2.108776e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -21090534.000000 Penalty: 5986.493164
	Iteration 14Q: 3 clusters Score -2.109053e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -21092942.000000 Penalty: 5986.493164
	Iteration 15Q: 3 clusters Score -2.109294e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169748 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21094360.000000 Penalty: 5986.493164
	Iteration 16Q: 3 clusters Score -2.109436e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171706 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21095308.000000 Penalty: 5986.493164
	Iteration 17Q: 3 clusters Score -2.109531e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21095858.000000 Penalty: 5986.493164
	Iteration 18Q: 3 clusters Score -2.109586e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21096136.000000 Penalty: 5986.493164
	Iteration 19Q: 3 clusters Score -2.109614e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21096278.000000 Penalty: 5986.493164
	Iteration 20F: 3 clusters Score -2.109628e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21096382.000000 Penalty: 5986.493164
	Iteration 21Q: 3 clusters Score -2.109638e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173781 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -21096492.000000 Penalty: 5986.493164
	Iteration 22Q: 3 clusters Score -2.109649e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21096514.000000 Penalty: 5986.493164
	Iteration 23Q: 3 clusters Score -2.109651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21096576.000000 Penalty: 5986.493164
	Iteration 24Q: 3 clusters Score -2.109658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173899 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21096604.000000 Penalty: 5986.493164
	Iteration 25Q: 3 clusters Score -2.10966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21096604.000000 Penalty: 5986.493164
	Iteration 26Q: 3 clusters Score -2.10966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21096604.000000 Penalty: 5986.493164
	Iteration 27Q: 3 clusters Score -2.10966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173916 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21096626.000000 Penalty: 5986.493164
	Iteration 28Q: 3 clusters Score -2.109663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21096636.000000 Penalty: 5986.493164
	Iteration 29Q: 3 clusters Score -2.109664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21096642.000000 Penalty: 5986.493164
	Iteration 30Q: 3 clusters Score -2.109664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21096644.000000 Penalty: 5986.493164
	Iteration 31Q: 3 clusters Score -2.109664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21096652.000000 Penalty: 5986.493164
	Iteration 32Q: 3 clusters Score -2.109665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21096650.000000 Penalty: 5986.493164
	Iteration 33Q: 3 clusters Score -2.109665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21096660.000000 Penalty: 5986.493164
	Iteration 34Q: 3 clusters Score -2.109666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21096652.000000 Penalty: 5986.493164
	Iteration 35Q: 3 clusters Score -2.109665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21096662.000000 Penalty: 5986.493164
	Iteration 36Q: 3 clusters Score -2.109666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21096662.000000 Penalty: 5986.493164
	Iteration 37Q: 3 clusters Score -2.109666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21096662.000000 Penalty: 5986.493164
	Iteration 38F: 3 clusters Score -2.109666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -34496.917969 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -34496.92 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 187 members 
Entering Unmasked Estep 
Score: -33180.906250 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -33180.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33462.835938 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -33462.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33573.187500 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -33573.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33634.566406 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -33634.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33673.886719 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -33673.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33721.746094 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -33721.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33742.425781 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -33742.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33764.492188 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -33764.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33809.144531 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -33809.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33839.886719 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -33839.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33862.925781 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -33862.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33910.843750 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -33910.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33945.933594 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -33945.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33963.531250 Penalty: 2927.706055
	Iteration 13Q: 3 clusters Score -33963.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33976.347656 Penalty: 2927.706055
	Iteration 14Q: 3 clusters Score -33976.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33995.562500 Penalty: 2927.706055
	Iteration 15Q: 3 clusters Score -33995.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34024.027344 Penalty: 2927.706055
	Iteration 16Q: 3 clusters Score -34024.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34074.238281 Penalty: 2927.706055
	Iteration 17Q: 3 clusters Score -34074.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34136.128906 Penalty: 2927.706055
	Iteration 18Q: 3 clusters Score -34136.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34236.019531 Penalty: 2927.706055
	Iteration 19Q: 3 clusters Score -34236.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34320.378906 Penalty: 2927.706055
	Iteration 20F: 3 clusters Score -34320.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34452.730469 Penalty: 2927.706055
	Iteration 21Q: 3 clusters Score -34452.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34621.562500 Penalty: 2927.706055
	Iteration 22Q: 3 clusters Score -34621.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34715.777344 Penalty: 2927.706055
	Iteration 23Q: 3 clusters Score -34715.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34759.335938 Penalty: 2927.706055
	Iteration 24Q: 3 clusters Score -34759.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34815.792969 Penalty: 2927.706055
	Iteration 25Q: 3 clusters Score -34815.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34852.863281 Penalty: 2927.706055
	Iteration 26Q: 3 clusters Score -34852.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34879.832031 Penalty: 2927.706055
	Iteration 27Q: 3 clusters Score -34879.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34895.968750 Penalty: 2927.706055
	Iteration 28Q: 3 clusters Score -34895.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34897.945312 Penalty: 2927.706055
	Iteration 29Q: 3 clusters Score -34897.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34898.449219 Penalty: 2927.706055
	Iteration 30F: 3 clusters Score -34898.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34907.558594 Penalty: 2927.706055
	Iteration 31Q: 3 clusters Score -34907.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34913.804688 Penalty: 2927.706055
	Iteration 32Q: 3 clusters Score -34913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34916.660156 Penalty: 2927.706055
	Iteration 33Q: 3 clusters Score -34916.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34916.660156 Penalty: 2927.706055
	Iteration 34F: 3 clusters Score -34916.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 99599 members 
Mstep: Class 3 contains 41507 members 
Mstep: Class 4 contains 17973 members 
Mstep: Class 5 contains 31966 members 
Mstep: Class 6 contains 210118 members 
Mstep: Class 7 contains 81957 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 31950 members 
Mstep: Class 11 contains 174527 members 
Mstep: Class 12 contains 163652 members 
Mstep: Class 13 contains 71155 members 
Mstep: Class 14 contains 28782 members 
Mstep: Class 15 contains 48405 members 
Mstep: Class 16 contains 108530 members 
Mstep: Class 17 contains 68723 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 21360 members 
Mstep: Class 20 contains 30895 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22096 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 42876 members 
Mstep: Class 25 contains 245923 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174476 members 
Mstep: Class 28 contains 122 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 244 members 
Entering Unmasked Estep 
Score: -205526208.000000 Penalty: 114238.593750
Splitting cluster 28 changes total score from -205527824.000000 to -205526208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -525624.625000 Penalty: 2114.141602
	Iteration 0F: 2 clusters Score -525624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -521110.843750 Penalty: 4228.283203
	Iteration 0F: 3 clusters Score -521110.8 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -522698.250000 Penalty: 4228.283203
	Iteration 1F: 3 clusters Score -522698.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -523553.343750 Penalty: 4228.283203
	Iteration 2F: 3 clusters Score -523553.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -524463.000000 Penalty: 4228.283203
	Iteration 3F: 3 clusters Score -524463 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -525355.250000 Penalty: 4228.283203
	Iteration 4F: 3 clusters Score -525355.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -525832.687500 Penalty: 4228.283203
	Iteration 5F: 3 clusters Score -525832.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -526026.750000 Penalty: 4228.283203
	Iteration 6Q: 3 clusters Score -526026.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -526114.000000 Penalty: 4228.283203
	Iteration 7Q: 3 clusters Score -526114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -526154.250000 Penalty: 4228.283203
	Iteration 8Q: 3 clusters Score -526154.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -526181.875000 Penalty: 4228.283203
	Iteration 9Q: 3 clusters Score -526181.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -526202.125000 Penalty: 4228.283203
	Iteration 10Q: 3 clusters Score -526202.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -526211.500000 Penalty: 4228.283203
	Iteration 11Q: 3 clusters Score -526211.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -526213.937500 Penalty: 4228.283203
	Iteration 12Q: 3 clusters Score -526213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -526213.937500 Penalty: 4228.283203
	Iteration 13F: 3 clusters Score -526213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 99599 members 
Mstep: Class 3 contains 41507 members 
Mstep: Class 4 contains 17973 members 
Mstep: Class 5 contains 31966 members 
Mstep: Class 6 contains 210118 members 
Mstep: Class 7 contains 81957 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 31950 members 
Mstep: Class 11 contains 174527 members 
Mstep: Class 12 contains 163652 members 
Mstep: Class 13 contains 71155 members 
Mstep: Class 14 contains 28782 members 
Mstep: Class 15 contains 48405 members 
Mstep: Class 16 contains 108530 members 
Mstep: Class 17 contains 68723 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 21360 members 
Mstep: Class 20 contains 30895 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22096 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 42876 members 
Mstep: Class 25 contains 245923 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174476 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 2218 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 2820 members 
Entering Unmasked Estep 
Score: -205527680.000000 Penalty: 114238.593750
Splitting cluster 29 changes total score from -205527824.000000 to -205527680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -435926.500000 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -435926.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -432131.687500 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -432131.7 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -433122.406250 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -433122.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -433464.906250 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -433464.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -433793.125000 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -433793.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -434144.656250 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -434144.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -434376.000000 Penalty: 4105.218262
	Iteration 5F: 3 clusters Score -434376 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -434554.343750 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -434554.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -434669.843750 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -434669.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -434743.156250 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -434743.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -434784.156250 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -434784.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -434813.437500 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -434813.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -434832.718750 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -434832.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -434845.812500 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -434845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -434854.687500 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -434854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -434862.531250 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -434862.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -434870.718750 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -434870.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -434879.500000 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -434879.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -434884.718750 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -434884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -434892.593750 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -434892.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -434900.750000 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -434900.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -434910.562500 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -434910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -434917.593750 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -434917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -434923.468750 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -434923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -434928.968750 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -434929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -434931.718750 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -434931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -434935.375000 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -434935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -434938.281250 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -434938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -434941.312500 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -434941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -434942.625000 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -434942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -434943.781250 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -434943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -434944.125000 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -434944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -434945.156250 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -434945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -434945.000000 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -434945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -434946.718750 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -434946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -434946.875000 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -434946.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -434946.875000 Penalty: 4105.218262
	Iteration 35F: 3 clusters Score -434946.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29663.992188 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -29663.99 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 161 members 
Entering Unmasked Estep 
Score: -28413.488281 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -28413.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28543.203125 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -28543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28567.378906 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -28567.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28576.539062 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -28576.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28576.539062 Penalty: 2829.076172
	Iteration 4F: 3 clusters Score -28576.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 99599 members 
Mstep: Class 3 contains 41507 members 
Mstep: Class 4 contains 17973 members 
Mstep: Class 5 contains 31966 members 
Mstep: Class 6 contains 210118 members 
Mstep: Class 7 contains 81957 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 31950 members 
Mstep: Class 11 contains 174527 members 
Mstep: Class 12 contains 163652 members 
Mstep: Class 13 contains 71155 members 
Mstep: Class 14 contains 28782 members 
Mstep: Class 15 contains 48405 members 
Mstep: Class 16 contains 108530 members 
Mstep: Class 17 contains 68723 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 21360 members 
Mstep: Class 20 contains 30895 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22096 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 42876 members 
Mstep: Class 25 contains 245923 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174476 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5038 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527904.000000 Penalty: 110668.640625
Iteration 159Q: 32 clusters Score -2.055279e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 99507 members 
Mstep: Class 3 contains 41507 members 
Mstep: Class 4 contains 17916 members 
Mstep: Class 5 contains 31916 members 
Mstep: Class 6 contains 210129 members 
Mstep: Class 7 contains 81963 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 31931 members 
Mstep: Class 11 contains 174408 members 
Mstep: Class 12 contains 163753 members 
Mstep: Class 13 contains 71151 members 
Mstep: Class 14 contains 28820 members 
Mstep: Class 15 contains 48403 members 
Mstep: Class 16 contains 108571 members 
Mstep: Class 17 contains 68942 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 21321 members 
Mstep: Class 20 contains 30839 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22072 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 42855 members 
Mstep: Class 25 contains 245894 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174492 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5045 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528288.000000 Penalty: 110668.640625
Iteration 160F: 32 clusters Score -2.055283e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 99437 members 
Mstep: Class 3 contains 41505 members 
Mstep: Class 4 contains 17872 members 
Mstep: Class 5 contains 31857 members 
Mstep: Class 6 contains 210160 members 
Mstep: Class 7 contains 81969 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 17830 members 
Mstep: Class 10 contains 31916 members 
Mstep: Class 11 contains 174294 members 
Mstep: Class 12 contains 163803 members 
Mstep: Class 13 contains 71137 members 
Mstep: Class 14 contains 28856 members 
Mstep: Class 15 contains 48402 members 
Mstep: Class 16 contains 108611 members 
Mstep: Class 17 contains 69168 members 
Mstep: Class 18 contains 3538 members 
Mstep: Class 19 contains 21288 members 
Mstep: Class 20 contains 30776 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22060 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 42846 members 
Mstep: Class 25 contains 245854 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174503 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528496.000000 Penalty: 110668.640625
Iteration 161Q: 32 clusters Score -2.055285e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 99362 members 
Mstep: Class 3 contains 41508 members 
Mstep: Class 4 contains 17836 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 210174 members 
Mstep: Class 7 contains 81987 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 17815 members 
Mstep: Class 10 contains 31907 members 
Mstep: Class 11 contains 174174 members 
Mstep: Class 12 contains 163916 members 
Mstep: Class 13 contains 71128 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 48407 members 
Mstep: Class 16 contains 108650 members 
Mstep: Class 17 contains 69380 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 21237 members 
Mstep: Class 20 contains 30723 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22037 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 42835 members 
Mstep: Class 25 contains 245802 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174511 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5061 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528368.000000 Penalty: 110668.640625
Iteration 162Q: 32 clusters Score -2.055284e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 99288 members 
Mstep: Class 3 contains 41514 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 31702 members 
Mstep: Class 6 contains 210183 members 
Mstep: Class 7 contains 81992 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 17805 members 
Mstep: Class 10 contains 31899 members 
Mstep: Class 11 contains 174068 members 
Mstep: Class 12 contains 164005 members 
Mstep: Class 13 contains 71123 members 
Mstep: Class 14 contains 28918 members 
Mstep: Class 15 contains 48410 members 
Mstep: Class 16 contains 108701 members 
Mstep: Class 17 contains 69581 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 21193 members 
Mstep: Class 20 contains 30669 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 22003 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 42828 members 
Mstep: Class 25 contains 245768 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174502 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5070 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528176.000000 Penalty: 110668.640625
Iteration 163Q: 32 clusters Score -2.055282e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 99217 members 
Mstep: Class 3 contains 41516 members 
Mstep: Class 4 contains 17818 members 
Mstep: Class 5 contains 31619 members 
Mstep: Class 6 contains 210181 members 
Mstep: Class 7 contains 81990 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 17799 members 
Mstep: Class 10 contains 31890 members 
Mstep: Class 11 contains 173976 members 
Mstep: Class 12 contains 164135 members 
Mstep: Class 13 contains 71116 members 
Mstep: Class 14 contains 28955 members 
Mstep: Class 15 contains 48411 members 
Mstep: Class 16 contains 108742 members 
Mstep: Class 17 contains 69743 members 
Mstep: Class 18 contains 3525 members 
Mstep: Class 19 contains 21157 members 
Mstep: Class 20 contains 30629 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21943 members 
Mstep: Class 23 contains 7234 members 
Mstep: Class 24 contains 42814 members 
Mstep: Class 25 contains 245742 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174490 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5085 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528240.000000 Penalty: 110668.640625
Iteration 164Q: 32 clusters Score -2.055282e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 99137 members 
Mstep: Class 3 contains 41519 members 
Mstep: Class 4 contains 17827 members 
Mstep: Class 5 contains 31535 members 
Mstep: Class 6 contains 210171 members 
Mstep: Class 7 contains 82003 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 17801 members 
Mstep: Class 10 contains 31881 members 
Mstep: Class 11 contains 173904 members 
Mstep: Class 12 contains 164277 members 
Mstep: Class 13 contains 71109 members 
Mstep: Class 14 contains 28966 members 
Mstep: Class 15 contains 48412 members 
Mstep: Class 16 contains 108782 members 
Mstep: Class 17 contains 69908 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 21116 members 
Mstep: Class 20 contains 30602 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21889 members 
Mstep: Class 23 contains 7234 members 
Mstep: Class 24 contains 42791 members 
Mstep: Class 25 contains 245698 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174471 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5092 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528304.000000 Penalty: 110668.640625
Iteration 165Q: 32 clusters Score -2.055283e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 99070 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 17810 members 
Mstep: Class 5 contains 31462 members 
Mstep: Class 6 contains 210162 members 
Mstep: Class 7 contains 82003 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 17807 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 173842 members 
Mstep: Class 12 contains 164422 members 
Mstep: Class 13 contains 71114 members 
Mstep: Class 14 contains 28993 members 
Mstep: Class 15 contains 48415 members 
Mstep: Class 16 contains 108816 members 
Mstep: Class 17 contains 70033 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 30553 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21862 members 
Mstep: Class 23 contains 7235 members 
Mstep: Class 24 contains 42773 members 
Mstep: Class 25 contains 245662 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174449 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528128.000000 Penalty: 110668.640625
Iteration 166Q: 32 clusters Score -2.055281e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 99003 members 
Mstep: Class 3 contains 41503 members 
Mstep: Class 4 contains 17827 members 
Mstep: Class 5 contains 31394 members 
Mstep: Class 6 contains 210120 members 
Mstep: Class 7 contains 81998 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 17803 members 
Mstep: Class 10 contains 31832 members 
Mstep: Class 11 contains 173770 members 
Mstep: Class 12 contains 164575 members 
Mstep: Class 13 contains 71114 members 
Mstep: Class 14 contains 29032 members 
Mstep: Class 15 contains 48420 members 
Mstep: Class 16 contains 108864 members 
Mstep: Class 17 contains 70158 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 21038 members 
Mstep: Class 20 contains 30503 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21828 members 
Mstep: Class 23 contains 7237 members 
Mstep: Class 24 contains 42746 members 
Mstep: Class 25 contains 245613 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174427 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5109 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527952.000000 Penalty: 110668.640625
Iteration 167Q: 32 clusters Score -2.05528e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 98963 members 
Mstep: Class 3 contains 41498 members 
Mstep: Class 4 contains 17837 members 
Mstep: Class 5 contains 31323 members 
Mstep: Class 6 contains 210121 members 
Mstep: Class 7 contains 81986 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 31814 members 
Mstep: Class 11 contains 173722 members 
Mstep: Class 12 contains 164729 members 
Mstep: Class 13 contains 71119 members 
Mstep: Class 14 contains 29052 members 
Mstep: Class 15 contains 48430 members 
Mstep: Class 16 contains 108881 members 
Mstep: Class 17 contains 70262 members 
Mstep: Class 18 contains 3532 members 
Mstep: Class 19 contains 20992 members 
Mstep: Class 20 contains 30461 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21807 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 42725 members 
Mstep: Class 25 contains 245554 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174399 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5117 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528096.000000 Penalty: 110668.640625
Iteration 168Q: 32 clusters Score -2.055281e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 98913 members 
Mstep: Class 3 contains 41500 members 
Mstep: Class 4 contains 17871 members 
Mstep: Class 5 contains 31255 members 
Mstep: Class 6 contains 210097 members 
Mstep: Class 7 contains 81990 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 17802 members 
Mstep: Class 10 contains 31790 members 
Mstep: Class 11 contains 173657 members 
Mstep: Class 12 contains 164858 members 
Mstep: Class 13 contains 71131 members 
Mstep: Class 14 contains 29074 members 
Mstep: Class 15 contains 48436 members 
Mstep: Class 16 contains 108902 members 
Mstep: Class 17 contains 70351 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 20953 members 
Mstep: Class 20 contains 30403 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21778 members 
Mstep: Class 23 contains 7244 members 
Mstep: Class 24 contains 42706 members 
Mstep: Class 25 contains 245514 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174378 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5120 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527936.000000 Penalty: 110668.640625
Iteration 169Q: 32 clusters Score -2.055279e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 98842 members 
Mstep: Class 3 contains 41502 members 
Mstep: Class 4 contains 17950 members 
Mstep: Class 5 contains 31178 members 
Mstep: Class 6 contains 210074 members 
Mstep: Class 7 contains 81985 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 17798 members 
Mstep: Class 10 contains 31763 members 
Mstep: Class 11 contains 173624 members 
Mstep: Class 12 contains 165011 members 
Mstep: Class 13 contains 71138 members 
Mstep: Class 14 contains 29079 members 
Mstep: Class 15 contains 48435 members 
Mstep: Class 16 contains 108949 members 
Mstep: Class 17 contains 70427 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 20891 members 
Mstep: Class 20 contains 30334 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21759 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 42688 members 
Mstep: Class 25 contains 245462 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174361 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5122 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528032.000000 Penalty: 110668.640625
Iteration 170Q: 32 clusters Score -2.05528e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 98793 members 
Mstep: Class 3 contains 41500 members 
Mstep: Class 4 contains 18014 members 
Mstep: Class 5 contains 31107 members 
Mstep: Class 6 contains 210042 members 
Mstep: Class 7 contains 81991 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 17792 members 
Mstep: Class 10 contains 31752 members 
Mstep: Class 11 contains 173583 members 
Mstep: Class 12 contains 165128 members 
Mstep: Class 13 contains 71147 members 
Mstep: Class 14 contains 29098 members 
Mstep: Class 15 contains 48434 members 
Mstep: Class 16 contains 108987 members 
Mstep: Class 17 contains 70516 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 20838 members 
Mstep: Class 20 contains 30248 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21737 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 42679 members 
Mstep: Class 25 contains 245395 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174346 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5115 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527920.000000 Penalty: 110668.640625
Iteration 171Q: 32 clusters Score -2.055279e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 98765 members 
Mstep: Class 3 contains 41503 members 
Mstep: Class 4 contains 18076 members 
Mstep: Class 5 contains 31036 members 
Mstep: Class 6 contains 210027 members 
Mstep: Class 7 contains 81991 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 17783 members 
Mstep: Class 10 contains 31739 members 
Mstep: Class 11 contains 173552 members 
Mstep: Class 12 contains 165233 members 
Mstep: Class 13 contains 71154 members 
Mstep: Class 14 contains 29102 members 
Mstep: Class 15 contains 48432 members 
Mstep: Class 16 contains 109016 members 
Mstep: Class 17 contains 70602 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 20783 members 
Mstep: Class 20 contains 30167 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21728 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 42679 members 
Mstep: Class 25 contains 245313 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174344 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5118 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527856.000000 Penalty: 110668.640625
Iteration 172Q: 32 clusters Score -2.055279e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 98752 members 
Mstep: Class 3 contains 41506 members 
Mstep: Class 4 contains 18110 members 
Mstep: Class 5 contains 30977 members 
Mstep: Class 6 contains 210004 members 
Mstep: Class 7 contains 81992 members 
Mstep: Class 8 contains 7208 members 
Mstep: Class 9 contains 17774 members 
Mstep: Class 10 contains 31727 members 
Mstep: Class 11 contains 173520 members 
Mstep: Class 12 contains 165330 members 
Mstep: Class 13 contains 71157 members 
Mstep: Class 14 contains 29096 members 
Mstep: Class 15 contains 48426 members 
Mstep: Class 16 contains 109036 members 
Mstep: Class 17 contains 70686 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 20739 members 
Mstep: Class 20 contains 30105 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21720 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 42663 members 
Mstep: Class 25 contains 245265 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174358 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 5123 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527616.000000 Penalty: 110668.640625
Iteration 173Q: 32 clusters Score -2.055276e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 98728 members 
Mstep: Class 3 contains 41511 members 
Mstep: Class 4 contains 18201 members 
Mstep: Class 5 contains 30886 members 
Mstep: Class 6 contains 209959 members 
Mstep: Class 7 contains 81992 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 17744 members 
Mstep: Class 10 contains 31718 members 
Mstep: Class 11 contains 173503 members 
Mstep: Class 12 contains 165425 members 
Mstep: Class 13 contains 71172 members 
Mstep: Class 14 contains 29122 members 
Mstep: Class 15 contains 48427 members 
Mstep: Class 16 contains 109065 members 
Mstep: Class 17 contains 70753 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 20697 members 
Mstep: Class 20 contains 30062 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21706 members 
Mstep: Class 23 contains 7253 members 
Mstep: Class 24 contains 42643 members 
Mstep: Class 25 contains 245216 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174347 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5128 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527760.000000 Penalty: 110668.640625
Iteration 174Q: 32 clusters Score -2.055278e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 98693 members 
Mstep: Class 3 contains 41515 members 
Mstep: Class 4 contains 18289 members 
Mstep: Class 5 contains 30800 members 
Mstep: Class 6 contains 209931 members 
Mstep: Class 7 contains 81995 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 17723 members 
Mstep: Class 10 contains 31711 members 
Mstep: Class 11 contains 173499 members 
Mstep: Class 12 contains 165480 members 
Mstep: Class 13 contains 71190 members 
Mstep: Class 14 contains 29138 members 
Mstep: Class 15 contains 48424 members 
Mstep: Class 16 contains 109091 members 
Mstep: Class 17 contains 70814 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 20658 members 
Mstep: Class 20 contains 30016 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21689 members 
Mstep: Class 23 contains 7255 members 
Mstep: Class 24 contains 42631 members 
Mstep: Class 25 contains 245201 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174331 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527968.000000 Penalty: 110668.640625
Iteration 175Q: 32 clusters Score -2.05528e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 98662 members 
Mstep: Class 3 contains 41513 members 
Mstep: Class 4 contains 18384 members 
Mstep: Class 5 contains 30735 members 
Mstep: Class 6 contains 209941 members 
Mstep: Class 7 contains 82001 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 17692 members 
Mstep: Class 10 contains 31698 members 
Mstep: Class 11 contains 173494 members 
Mstep: Class 12 contains 165520 members 
Mstep: Class 13 contains 71204 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 15 contains 48429 members 
Mstep: Class 16 contains 109111 members 
Mstep: Class 17 contains 70865 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 20617 members 
Mstep: Class 20 contains 29970 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21667 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 42621 members 
Mstep: Class 25 contains 245198 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174318 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527552.000000 Penalty: 110668.640625
Iteration 176Q: 32 clusters Score -2.055276e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 98636 members 
Mstep: Class 3 contains 41518 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 30657 members 
Mstep: Class 6 contains 209973 members 
Mstep: Class 7 contains 82012 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 17672 members 
Mstep: Class 10 contains 31688 members 
Mstep: Class 11 contains 173475 members 
Mstep: Class 12 contains 165529 members 
Mstep: Class 13 contains 71219 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 48433 members 
Mstep: Class 16 contains 109120 members 
Mstep: Class 17 contains 70915 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 20590 members 
Mstep: Class 20 contains 29935 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21644 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 42619 members 
Mstep: Class 25 contains 245192 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174311 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5144 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527664.000000 Penalty: 110668.640625
Iteration 177Q: 32 clusters Score -2.055277e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 98616 members 
Mstep: Class 3 contains 41518 members 
Mstep: Class 4 contains 18504 members 
Mstep: Class 5 contains 30602 members 
Mstep: Class 6 contains 209984 members 
Mstep: Class 7 contains 82016 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 17638 members 
Mstep: Class 10 contains 31675 members 
Mstep: Class 11 contains 173468 members 
Mstep: Class 12 contains 165524 members 
Mstep: Class 13 contains 71212 members 
Mstep: Class 14 contains 29132 members 
Mstep: Class 15 contains 48449 members 
Mstep: Class 16 contains 109151 members 
Mstep: Class 17 contains 70977 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 20567 members 
Mstep: Class 20 contains 29906 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21629 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 42614 members 
Mstep: Class 25 contains 245190 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174301 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5143 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527936.000000 Penalty: 110668.640625
Iteration 178Q: 32 clusters Score -2.055279e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 98578 members 
Mstep: Class 3 contains 41516 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 30545 members 
Mstep: Class 6 contains 209969 members 
Mstep: Class 7 contains 82012 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 17622 members 
Mstep: Class 10 contains 31661 members 
Mstep: Class 11 contains 173469 members 
Mstep: Class 12 contains 165554 members 
Mstep: Class 13 contains 71214 members 
Mstep: Class 14 contains 29132 members 
Mstep: Class 15 contains 48458 members 
Mstep: Class 16 contains 109184 members 
Mstep: Class 17 contains 71017 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 20545 members 
Mstep: Class 20 contains 29868 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21620 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 42603 members 
Mstep: Class 25 contains 245183 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174299 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5150 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527792.000000 Penalty: 110668.640625
Iteration 179Q: 32 clusters Score -2.055278e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 98540 members 
Mstep: Class 3 contains 41517 members 
Mstep: Class 4 contains 18627 members 
Mstep: Class 5 contains 30490 members 
Mstep: Class 6 contains 209989 members 
Mstep: Class 7 contains 82011 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 17607 members 
Mstep: Class 10 contains 31651 members 
Mstep: Class 11 contains 173458 members 
Mstep: Class 12 contains 165540 members 
Mstep: Class 13 contains 71223 members 
Mstep: Class 14 contains 29136 members 
Mstep: Class 15 contains 48460 members 
Mstep: Class 16 contains 109209 members 
Mstep: Class 17 contains 71061 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 29846 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21614 members 
Mstep: Class 23 contains 7264 members 
Mstep: Class 24 contains 42593 members 
Mstep: Class 25 contains 245173 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174300 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5146 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527792.000000 Penalty: 110668.640625
Iteration 180F: 32 clusters Score -2.055278e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 98514 members 
Mstep: Class 3 contains 41520 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 30442 members 
Mstep: Class 6 contains 210008 members 
Mstep: Class 7 contains 82012 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 17593 members 
Mstep: Class 10 contains 31638 members 
Mstep: Class 11 contains 173443 members 
Mstep: Class 12 contains 165557 members 
Mstep: Class 13 contains 71230 members 
Mstep: Class 14 contains 29139 members 
Mstep: Class 15 contains 48457 members 
Mstep: Class 16 contains 109225 members 
Mstep: Class 17 contains 71101 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 20513 members 
Mstep: Class 20 contains 29831 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21589 members 
Mstep: Class 23 contains 7268 members 
Mstep: Class 24 contains 42581 members 
Mstep: Class 25 contains 245185 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174290 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527856.000000 Penalty: 110668.640625
Iteration 181Q: 32 clusters Score -2.055279e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 98486 members 
Mstep: Class 3 contains 41526 members 
Mstep: Class 4 contains 18720 members 
Mstep: Class 5 contains 30399 members 
Mstep: Class 6 contains 210029 members 
Mstep: Class 7 contains 82008 members 
Mstep: Class 8 contains 7209 members 
Mstep: Class 9 contains 17582 members 
Mstep: Class 10 contains 31624 members 
Mstep: Class 11 contains 173434 members 
Mstep: Class 12 contains 165590 members 
Mstep: Class 13 contains 71238 members 
Mstep: Class 14 contains 29130 members 
Mstep: Class 15 contains 48450 members 
Mstep: Class 16 contains 109228 members 
Mstep: Class 17 contains 71145 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 20492 members 
Mstep: Class 20 contains 29800 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21579 members 
Mstep: Class 23 contains 7272 members 
Mstep: Class 24 contains 42565 members 
Mstep: Class 25 contains 245187 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174298 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5148 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527936.000000 Penalty: 110668.640625
Iteration 182Q: 32 clusters Score -2.055279e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 98461 members 
Mstep: Class 3 contains 41530 members 
Mstep: Class 4 contains 18775 members 
Mstep: Class 5 contains 30337 members 
Mstep: Class 6 contains 210021 members 
Mstep: Class 7 contains 82018 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31607 members 
Mstep: Class 11 contains 173424 members 
Mstep: Class 12 contains 165613 members 
Mstep: Class 13 contains 71242 members 
Mstep: Class 14 contains 29129 members 
Mstep: Class 15 contains 48447 members 
Mstep: Class 16 contains 109244 members 
Mstep: Class 17 contains 71186 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 20471 members 
Mstep: Class 20 contains 29785 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21567 members 
Mstep: Class 23 contains 7273 members 
Mstep: Class 24 contains 42553 members 
Mstep: Class 25 contains 245202 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174299 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5157 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527808.000000 Penalty: 110668.640625
Iteration 183Q: 32 clusters Score -2.055278e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 98433 members 
Mstep: Class 3 contains 41536 members 
Mstep: Class 4 contains 18834 members 
Mstep: Class 5 contains 30281 members 
Mstep: Class 6 contains 209991 members 
Mstep: Class 7 contains 82023 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 17557 members 
Mstep: Class 10 contains 31596 members 
Mstep: Class 11 contains 173416 members 
Mstep: Class 12 contains 165636 members 
Mstep: Class 13 contains 71244 members 
Mstep: Class 14 contains 29131 members 
Mstep: Class 15 contains 48443 members 
Mstep: Class 16 contains 109276 members 
Mstep: Class 17 contains 71221 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 20442 members 
Mstep: Class 20 contains 29752 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21557 members 
Mstep: Class 23 contains 7273 members 
Mstep: Class 24 contains 42542 members 
Mstep: Class 25 contains 245224 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174299 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527840.000000 Penalty: 110668.640625
Iteration 184Q: 32 clusters Score -2.055278e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 98395 members 
Mstep: Class 3 contains 41539 members 
Mstep: Class 4 contains 18881 members 
Mstep: Class 5 contains 30217 members 
Mstep: Class 6 contains 209974 members 
Mstep: Class 7 contains 82026 members 
Mstep: Class 8 contains 7215 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 31583 members 
Mstep: Class 11 contains 173409 members 
Mstep: Class 12 contains 165663 members 
Mstep: Class 13 contains 71252 members 
Mstep: Class 14 contains 29143 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 109299 members 
Mstep: Class 17 contains 71244 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 20420 members 
Mstep: Class 20 contains 29736 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 7276 members 
Mstep: Class 24 contains 42525 members 
Mstep: Class 25 contains 245240 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174303 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5173 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528144.000000 Penalty: 110668.640625
Iteration 185Q: 32 clusters Score -2.055281e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 98366 members 
Mstep: Class 3 contains 41543 members 
Mstep: Class 4 contains 18926 members 
Mstep: Class 5 contains 30161 members 
Mstep: Class 6 contains 209990 members 
Mstep: Class 7 contains 82033 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 17554 members 
Mstep: Class 10 contains 31578 members 
Mstep: Class 11 contains 173394 members 
Mstep: Class 12 contains 165686 members 
Mstep: Class 13 contains 71259 members 
Mstep: Class 14 contains 29138 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 109322 members 
Mstep: Class 17 contains 71274 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 20395 members 
Mstep: Class 20 contains 29733 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21522 members 
Mstep: Class 23 contains 7278 members 
Mstep: Class 24 contains 42513 members 
Mstep: Class 25 contains 245231 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174299 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5183 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527920.000000 Penalty: 110668.640625
Iteration 186Q: 32 clusters Score -2.055279e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 98344 members 
Mstep: Class 3 contains 41548 members 
Mstep: Class 4 contains 18968 members 
Mstep: Class 5 contains 30097 members 
Mstep: Class 6 contains 209982 members 
Mstep: Class 7 contains 82044 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 17545 members 
Mstep: Class 10 contains 31574 members 
Mstep: Class 11 contains 173386 members 
Mstep: Class 12 contains 165726 members 
Mstep: Class 13 contains 71261 members 
Mstep: Class 14 contains 29141 members 
Mstep: Class 15 contains 48449 members 
Mstep: Class 16 contains 109322 members 
Mstep: Class 17 contains 71306 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 20380 members 
Mstep: Class 20 contains 29737 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21510 members 
Mstep: Class 23 contains 7280 members 
Mstep: Class 24 contains 42500 members 
Mstep: Class 25 contains 245227 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174288 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5189 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527632.000000 Penalty: 110668.640625
Iteration 187Q: 32 clusters Score -2.055276e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 98306 members 
Mstep: Class 3 contains 41554 members 
Mstep: Class 4 contains 19018 members 
Mstep: Class 5 contains 30043 members 
Mstep: Class 6 contains 209974 members 
Mstep: Class 7 contains 82050 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17540 members 
Mstep: Class 10 contains 31570 members 
Mstep: Class 11 contains 173369 members 
Mstep: Class 12 contains 165760 members 
Mstep: Class 13 contains 71268 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 15 contains 48448 members 
Mstep: Class 16 contains 109335 members 
Mstep: Class 17 contains 71337 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 20369 members 
Mstep: Class 20 contains 29731 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21499 members 
Mstep: Class 23 contains 7279 members 
Mstep: Class 24 contains 42493 members 
Mstep: Class 25 contains 245250 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174281 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5192 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527904.000000 Penalty: 110668.640625
Iteration 188Q: 32 clusters Score -2.055279e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 98278 members 
Mstep: Class 3 contains 41561 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 29981 members 
Mstep: Class 6 contains 209964 members 
Mstep: Class 7 contains 82055 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 17545 members 
Mstep: Class 10 contains 31563 members 
Mstep: Class 11 contains 173365 members 
Mstep: Class 12 contains 165788 members 
Mstep: Class 13 contains 71276 members 
Mstep: Class 14 contains 29140 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 109347 members 
Mstep: Class 17 contains 71352 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 29712 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21495 members 
Mstep: Class 23 contains 7278 members 
Mstep: Class 24 contains 42490 members 
Mstep: Class 25 contains 245245 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174280 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5192 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527920.000000 Penalty: 110668.640625
Iteration 189Q: 32 clusters Score -2.055279e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 98244 members 
Mstep: Class 3 contains 41573 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 29931 members 
Mstep: Class 6 contains 209946 members 
Mstep: Class 7 contains 82066 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17548 members 
Mstep: Class 10 contains 31559 members 
Mstep: Class 11 contains 173360 members 
Mstep: Class 12 contains 165830 members 
Mstep: Class 13 contains 71284 members 
Mstep: Class 14 contains 29126 members 
Mstep: Class 15 contains 48448 members 
Mstep: Class 16 contains 109360 members 
Mstep: Class 17 contains 71365 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20347 members 
Mstep: Class 20 contains 29700 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21484 members 
Mstep: Class 23 contains 7280 members 
Mstep: Class 24 contains 42488 members 
Mstep: Class 25 contains 245237 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174285 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5200 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528000.000000 Penalty: 110668.640625
Iteration 190Q: 32 clusters Score -2.05528e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 98206 members 
Mstep: Class 3 contains 41578 members 
Mstep: Class 4 contains 19181 members 
Mstep: Class 5 contains 29887 members 
Mstep: Class 6 contains 209932 members 
Mstep: Class 7 contains 82057 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17552 members 
Mstep: Class 10 contains 31556 members 
Mstep: Class 11 contains 173358 members 
Mstep: Class 12 contains 165874 members 
Mstep: Class 13 contains 71291 members 
Mstep: Class 14 contains 29116 members 
Mstep: Class 15 contains 48453 members 
Mstep: Class 16 contains 109370 members 
Mstep: Class 17 contains 71371 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 20342 members 
Mstep: Class 20 contains 29685 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21482 members 
Mstep: Class 23 contains 7283 members 
Mstep: Class 24 contains 42488 members 
Mstep: Class 25 contains 245238 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174278 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528016.000000 Penalty: 110668.640625
Iteration 191Q: 32 clusters Score -2.05528e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 98177 members 
Mstep: Class 3 contains 41576 members 
Mstep: Class 4 contains 19233 members 
Mstep: Class 5 contains 29846 members 
Mstep: Class 6 contains 209940 members 
Mstep: Class 7 contains 82047 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17550 members 
Mstep: Class 10 contains 31555 members 
Mstep: Class 11 contains 173353 members 
Mstep: Class 12 contains 165901 members 
Mstep: Class 13 contains 71291 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 48455 members 
Mstep: Class 16 contains 109376 members 
Mstep: Class 17 contains 71383 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20338 members 
Mstep: Class 20 contains 29676 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21476 members 
Mstep: Class 23 contains 7285 members 
Mstep: Class 24 contains 42488 members 
Mstep: Class 25 contains 245226 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174274 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5207 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527984.000000 Penalty: 110668.640625
Iteration 192Q: 32 clusters Score -2.05528e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 98155 members 
Mstep: Class 3 contains 41579 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 209945 members 
Mstep: Class 7 contains 82053 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17551 members 
Mstep: Class 10 contains 31549 members 
Mstep: Class 11 contains 173354 members 
Mstep: Class 12 contains 165916 members 
Mstep: Class 13 contains 71291 members 
Mstep: Class 14 contains 29127 members 
Mstep: Class 15 contains 48456 members 
Mstep: Class 16 contains 109386 members 
Mstep: Class 17 contains 71392 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20332 members 
Mstep: Class 20 contains 29653 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21473 members 
Mstep: Class 23 contains 7286 members 
Mstep: Class 24 contains 42474 members 
Mstep: Class 25 contains 245237 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174263 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5210 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528192.000000 Penalty: 110668.640625
Iteration 193Q: 32 clusters Score -2.055282e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 98141 members 
Mstep: Class 3 contains 41586 members 
Mstep: Class 4 contains 19317 members 
Mstep: Class 5 contains 29765 members 
Mstep: Class 6 contains 209949 members 
Mstep: Class 7 contains 82056 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 17561 members 
Mstep: Class 10 contains 31543 members 
Mstep: Class 11 contains 173352 members 
Mstep: Class 12 contains 165935 members 
Mstep: Class 13 contains 71296 members 
Mstep: Class 14 contains 29125 members 
Mstep: Class 15 contains 48454 members 
Mstep: Class 16 contains 109386 members 
Mstep: Class 17 contains 71400 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20321 members 
Mstep: Class 20 contains 29638 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21465 members 
Mstep: Class 23 contains 7286 members 
Mstep: Class 24 contains 42464 members 
Mstep: Class 25 contains 245246 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174257 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528352.000000 Penalty: 110668.640625
Iteration 194Q: 32 clusters Score -2.055284e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 98126 members 
Mstep: Class 3 contains 41585 members 
Mstep: Class 4 contains 19359 members 
Mstep: Class 5 contains 29730 members 
Mstep: Class 6 contains 209949 members 
Mstep: Class 7 contains 82060 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 17568 members 
Mstep: Class 10 contains 31536 members 
Mstep: Class 11 contains 173359 members 
Mstep: Class 12 contains 165948 members 
Mstep: Class 13 contains 71297 members 
Mstep: Class 14 contains 29131 members 
Mstep: Class 15 contains 48455 members 
Mstep: Class 16 contains 109392 members 
Mstep: Class 17 contains 71403 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 29624 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21446 members 
Mstep: Class 23 contains 7287 members 
Mstep: Class 24 contains 42458 members 
Mstep: Class 25 contains 245257 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174248 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5216 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528416.000000 Penalty: 110668.640625
Iteration 195Q: 32 clusters Score -2.055284e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 98108 members 
Mstep: Class 3 contains 41588 members 
Mstep: Class 4 contains 19398 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 209938 members 
Mstep: Class 7 contains 82056 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 17563 members 
Mstep: Class 10 contains 31526 members 
Mstep: Class 11 contains 173353 members 
Mstep: Class 12 contains 165985 members 
Mstep: Class 13 contains 71293 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 48458 members 
Mstep: Class 16 contains 109399 members 
Mstep: Class 17 contains 71410 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 29609 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21434 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 42451 members 
Mstep: Class 25 contains 245269 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174253 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528288.000000 Penalty: 110668.640625
Iteration 196Q: 32 clusters Score -2.055283e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 98085 members 
Mstep: Class 3 contains 41594 members 
Mstep: Class 4 contains 19435 members 
Mstep: Class 5 contains 29678 members 
Mstep: Class 6 contains 209926 members 
Mstep: Class 7 contains 82054 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 17564 members 
Mstep: Class 10 contains 31519 members 
Mstep: Class 11 contains 173348 members 
Mstep: Class 12 contains 166016 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29135 members 
Mstep: Class 15 contains 48459 members 
Mstep: Class 16 contains 109406 members 
Mstep: Class 17 contains 71414 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 20306 members 
Mstep: Class 20 contains 29597 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21419 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 42449 members 
Mstep: Class 25 contains 245280 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174258 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5220 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528368.000000 Penalty: 110668.640625
Iteration 197Q: 32 clusters Score -2.055284e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 98073 members 
Mstep: Class 3 contains 41599 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 29639 members 
Mstep: Class 6 contains 209915 members 
Mstep: Class 7 contains 82053 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 17567 members 
Mstep: Class 10 contains 31515 members 
Mstep: Class 11 contains 173349 members 
Mstep: Class 12 contains 166035 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29138 members 
Mstep: Class 15 contains 48460 members 
Mstep: Class 16 contains 109416 members 
Mstep: Class 17 contains 71416 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20301 members 
Mstep: Class 20 contains 29579 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21405 members 
Mstep: Class 23 contains 7292 members 
Mstep: Class 24 contains 42444 members 
Mstep: Class 25 contains 245293 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5221 members 
Mstep: Class 30 contains 3926 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528336.000000 Penalty: 110668.640625
Iteration 198Q: 32 clusters Score -2.055283e+08 nChanged 391
Entering ConstructFrom: 
Score: -205528336.000000 Penalty: 110668.640625
Entering ConstructFrom: 
Trying to split cluster 1 (22618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Entering Unmasked Estep 
Score: -2623068.250000 Penalty: 2486.572510
	Iteration 0F: 2 clusters Score -2623068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2607334.750000 Penalty: 4973.145020
	Iteration 0F: 3 clusters Score -2607335 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2613463.250000 Penalty: 4973.145020
	Iteration 1F: 3 clusters Score -2613463 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2614980.000000 Penalty: 4973.145020
	Iteration 2F: 3 clusters Score -2614980 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2616997.750000 Penalty: 4973.145020
	Iteration 3F: 3 clusters Score -2616998 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2618938.500000 Penalty: 4973.145020
	Iteration 4F: 3 clusters Score -2618938 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2620217.500000 Penalty: 4973.145020
	Iteration 5F: 3 clusters Score -2620218 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2620897.250000 Penalty: 4973.145020
	Iteration 6F: 3 clusters Score -2620897 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2621261.750000 Penalty: 4973.145020
	Iteration 7Q: 3 clusters Score -2621262 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2621478.750000 Penalty: 4973.145020
	Iteration 8Q: 3 clusters Score -2621479 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2621615.500000 Penalty: 4973.145020
	Iteration 9Q: 3 clusters Score -2621616 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2621716.500000 Penalty: 4973.145020
	Iteration 10Q: 3 clusters Score -2621716 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2621780.000000 Penalty: 4973.145020
	Iteration 11Q: 3 clusters Score -2621780 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2621817.000000 Penalty: 4973.145020
	Iteration 12Q: 3 clusters Score -2621817 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2621875.250000 Penalty: 4973.145020
	Iteration 13Q: 3 clusters Score -2621875 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2621908.500000 Penalty: 4973.145020
	Iteration 14Q: 3 clusters Score -2621908 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2621944.000000 Penalty: 4973.145020
	Iteration 15Q: 3 clusters Score -2621944 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2621964.000000 Penalty: 4973.145020
	Iteration 16Q: 3 clusters Score -2621964 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2621996.000000 Penalty: 4973.145020
	Iteration 17Q: 3 clusters Score -2621996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2622023.750000 Penalty: 4973.145020
	Iteration 18Q: 3 clusters Score -2622024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2622044.250000 Penalty: 4973.145020
	Iteration 19Q: 3 clusters Score -2622044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2622067.000000 Penalty: 4973.145020
	Iteration 20F: 3 clusters Score -2622067 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2622095.750000 Penalty: 4973.145020
	Iteration 21Q: 3 clusters Score -2622096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2622117.250000 Penalty: 4973.145020
	Iteration 22Q: 3 clusters Score -2622117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2622138.750000 Penalty: 4973.145020
	Iteration 23Q: 3 clusters Score -2622139 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2622177.750000 Penalty: 4973.145020
	Iteration 24Q: 3 clusters Score -2622178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2622192.000000 Penalty: 4973.145020
	Iteration 25Q: 3 clusters Score -2622192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2622235.000000 Penalty: 4973.145020
	Iteration 26Q: 3 clusters Score -2622235 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2622239.500000 Penalty: 4973.145020
	Iteration 27Q: 3 clusters Score -2622240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2622270.000000 Penalty: 4973.145020
	Iteration 28Q: 3 clusters Score -2622270 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2622299.500000 Penalty: 4973.145020
	Iteration 29Q: 3 clusters Score -2622300 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2622329.250000 Penalty: 4973.145020
	Iteration 30Q: 3 clusters Score -2622329 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2622350.500000 Penalty: 4973.145020
	Iteration 31Q: 3 clusters Score -2622350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2622379.750000 Penalty: 4973.145020
	Iteration 32Q: 3 clusters Score -2622380 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2622412.750000 Penalty: 4973.145020
	Iteration 33Q: 3 clusters Score -2622413 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2622438.000000 Penalty: 4973.145020
	Iteration 34Q: 3 clusters Score -2622438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2622479.000000 Penalty: 4973.145020
	Iteration 35Q: 3 clusters Score -2622479 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2622528.500000 Penalty: 4973.145020
	Iteration 36Q: 3 clusters Score -2622528 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2622563.250000 Penalty: 4973.145020
	Iteration 37Q: 3 clusters Score -2622563 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2622595.000000 Penalty: 4973.145020
	Iteration 38Q: 3 clusters Score -2622595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2622633.000000 Penalty: 4973.145020
	Iteration 39Q: 3 clusters Score -2622633 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2622640.250000 Penalty: 4973.145020
	Iteration 40F: 3 clusters Score -2622640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2622675.750000 Penalty: 4973.145020
	Iteration 41Q: 3 clusters Score -2622676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2622712.250000 Penalty: 4973.145020
	Iteration 42Q: 3 clusters Score -2622712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2622727.000000 Penalty: 4973.145020
	Iteration 43Q: 3 clusters Score -2622727 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2622745.750000 Penalty: 4973.145020
	Iteration 44Q: 3 clusters Score -2622746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2622762.000000 Penalty: 4973.145020
	Iteration 45Q: 3 clusters Score -2622762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2622790.250000 Penalty: 4973.145020
	Iteration 46Q: 3 clusters Score -2622790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2622824.500000 Penalty: 4973.145020
	Iteration 47Q: 3 clusters Score -2622824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2622848.500000 Penalty: 4973.145020
	Iteration 48Q: 3 clusters Score -2622848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2622877.500000 Penalty: 4973.145020
	Iteration 49Q: 3 clusters Score -2622878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2622902.500000 Penalty: 4973.145020
	Iteration 50Q: 3 clusters Score -2622902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2622938.250000 Penalty: 4973.145020
	Iteration 51Q: 3 clusters Score -2622938 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2622963.000000 Penalty: 4973.145020
	Iteration 52Q: 3 clusters Score -2622963 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2623011.750000 Penalty: 4973.145020
	Iteration 53Q: 3 clusters Score -2623012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2623071.500000 Penalty: 4973.145020
	Iteration 54Q: 3 clusters Score -2623072 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2623127.500000 Penalty: 4973.145020
	Iteration 55Q: 3 clusters Score -2623128 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2623164.750000 Penalty: 4973.145020
	Iteration 56Q: 3 clusters Score -2623165 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2623208.500000 Penalty: 4973.145020
	Iteration 57Q: 3 clusters Score -2623208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2623242.250000 Penalty: 4973.145020
	Iteration 58Q: 3 clusters Score -2623242 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2623271.500000 Penalty: 4973.145020
	Iteration 59Q: 3 clusters Score -2623272 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2623296.750000 Penalty: 4973.145020
	Iteration 60F: 3 clusters Score -2623297 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2623327.000000 Penalty: 4973.145020
	Iteration 61Q: 3 clusters Score -2623327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2623349.500000 Penalty: 4973.145020
	Iteration 62Q: 3 clusters Score -2623350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2623370.500000 Penalty: 4973.145020
	Iteration 63Q: 3 clusters Score -2623370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2623383.500000 Penalty: 4973.145020
	Iteration 64Q: 3 clusters Score -2623384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2623377.250000 Penalty: 4973.145020
	Iteration 65Q: 3 clusters Score -2623377 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2623395.250000 Penalty: 4973.145020
	Iteration 66Q: 3 clusters Score -2623395 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2623412.500000 Penalty: 4973.145020
	Iteration 67Q: 3 clusters Score -2623412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2623430.500000 Penalty: 4973.145020
	Iteration 68Q: 3 clusters Score -2623430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2623428.000000 Penalty: 4973.145020
	Iteration 69Q: 3 clusters Score -2623428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2623431.750000 Penalty: 4973.145020
	Iteration 70Q: 3 clusters Score -2623432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2623448.000000 Penalty: 4973.145020
	Iteration 71Q: 3 clusters Score -2623448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2623450.250000 Penalty: 4973.145020
	Iteration 72Q: 3 clusters Score -2623450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2623462.000000 Penalty: 4973.145020
	Iteration 73Q: 3 clusters Score -2623462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2623471.500000 Penalty: 4973.145020
	Iteration 74Q: 3 clusters Score -2623472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2623477.750000 Penalty: 4973.145020
	Iteration 75Q: 3 clusters Score -2623478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2623481.500000 Penalty: 4973.145020
	Iteration 76Q: 3 clusters Score -2623482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2623485.000000 Penalty: 4973.145020
	Iteration 77Q: 3 clusters Score -2623485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2623488.000000 Penalty: 4973.145020
	Iteration 78Q: 3 clusters Score -2623488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2623492.250000 Penalty: 4973.145020
	Iteration 79Q: 3 clusters Score -2623492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2623490.000000 Penalty: 4973.145020
	Iteration 80F: 3 clusters Score -2623490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2623493.750000 Penalty: 4973.145020
	Iteration 81Q: 3 clusters Score -2623494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2623491.750000 Penalty: 4973.145020
	Iteration 82Q: 3 clusters Score -2623492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2623491.250000 Penalty: 4973.145020
	Iteration 83Q: 3 clusters Score -2623491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2623492.000000 Penalty: 4973.145020
	Iteration 84Q: 3 clusters Score -2623492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2623500.500000 Penalty: 4973.145020
	Iteration 85Q: 3 clusters Score -2623500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2623498.250000 Penalty: 4973.145020
	Iteration 86Q: 3 clusters Score -2623498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2623497.500000 Penalty: 4973.145020
	Iteration 87Q: 3 clusters Score -2623498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2623499.250000 Penalty: 4973.145020
	Iteration 88Q: 3 clusters Score -2623499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2623503.000000 Penalty: 4973.145020
	Iteration 89Q: 3 clusters Score -2623503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2623500.250000 Penalty: 4973.145020
	Iteration 90Q: 3 clusters Score -2623500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2623503.000000 Penalty: 4973.145020
	Iteration 91Q: 3 clusters Score -2623503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2623509.500000 Penalty: 4973.145020
	Iteration 92Q: 3 clusters Score -2623510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2623507.500000 Penalty: 4973.145020
	Iteration 93Q: 3 clusters Score -2623508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2623510.000000 Penalty: 4973.145020
	Iteration 94Q: 3 clusters Score -2623510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2623507.500000 Penalty: 4973.145020
	Iteration 95Q: 3 clusters Score -2623508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2623518.500000 Penalty: 4973.145020
	Iteration 96Q: 3 clusters Score -2623518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2623512.750000 Penalty: 4973.145020
	Iteration 97Q: 3 clusters Score -2623513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2623522.250000 Penalty: 4973.145020
	Iteration 98Q: 3 clusters Score -2623522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2623522.000000 Penalty: 4973.145020
	Iteration 99Q: 3 clusters Score -2623522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2623525.000000 Penalty: 4973.145020
	Iteration 100F: 3 clusters Score -2623525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2623527.500000 Penalty: 4973.145020
	Iteration 101Q: 3 clusters Score -2623528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2623525.000000 Penalty: 4973.145020
	Iteration 102Q: 3 clusters Score -2623525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2623523.500000 Penalty: 4973.145020
	Iteration 103Q: 3 clusters Score -2623524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2623522.000000 Penalty: 4973.145020
	Iteration 104Q: 3 clusters Score -2623522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2623522.000000 Penalty: 4973.145020
	Iteration 105F: 3 clusters Score -2623522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 19510 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5360 members 
Entering Unmasked Estep 
Score: -205530384.000000 Penalty: 114238.593750
Splitting cluster 1 changes total score from -205528336.000000 to -205530384.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 2 (98062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Entering Unmasked Estep 
Score: -11686653.000000 Penalty: 2850.352051
	Iteration 0F: 2 clusters Score -1.168665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -11620926.000000 Penalty: 5700.704102
	Iteration 0F: 3 clusters Score -1.162093e+07 nChanged 46542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -11647429.000000 Penalty: 5700.704102
	Iteration 1F: 3 clusters Score -1.164743e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -11648266.000000 Penalty: 5700.704102
	Iteration 2Q: 3 clusters Score -1.164827e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -11649427.000000 Penalty: 5700.704102
	Iteration 3Q: 3 clusters Score -1.164943e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -11650834.000000 Penalty: 5700.704102
	Iteration 4Q: 3 clusters Score -1.165083e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -11652470.000000 Penalty: 5700.704102
	Iteration 5Q: 3 clusters Score -1.165247e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -11654763.000000 Penalty: 5700.704102
	Iteration 6F: 3 clusters Score -1.165476e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -11657825.000000 Penalty: 5700.704102
	Iteration 7F: 3 clusters Score -1.165782e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -11661605.000000 Penalty: 5700.704102
	Iteration 8F: 3 clusters Score -1.16616e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -11666074.000000 Penalty: 5700.704102
	Iteration 9F: 3 clusters Score -1.166607e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -11670575.000000 Penalty: 5700.704102
	Iteration 10F: 3 clusters Score -1.167058e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -11674221.000000 Penalty: 5700.704102
	Iteration 11Q: 3 clusters Score -1.167422e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -11676827.000000 Penalty: 5700.704102
	Iteration 12Q: 3 clusters Score -1.167683e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -11678298.000000 Penalty: 5700.704102
	Iteration 13Q: 3 clusters Score -1.16783e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -11679289.000000 Penalty: 5700.704102
	Iteration 14Q: 3 clusters Score -1.167929e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -11680040.000000 Penalty: 5700.704102
	Iteration 15Q: 3 clusters Score -1.168004e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -11680511.000000 Penalty: 5700.704102
	Iteration 16Q: 3 clusters Score -1.168051e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -11680909.000000 Penalty: 5700.704102
	Iteration 17Q: 3 clusters Score -1.168091e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -11681348.000000 Penalty: 5700.704102
	Iteration 18Q: 3 clusters Score -1.168135e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -11681726.000000 Penalty: 5700.704102
	Iteration 19Q: 3 clusters Score -1.168173e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -11682056.000000 Penalty: 5700.704102
	Iteration 20F: 3 clusters Score -1.168206e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -11682345.000000 Penalty: 5700.704102
	Iteration 21Q: 3 clusters Score -1.168234e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -11682605.000000 Penalty: 5700.704102
	Iteration 22Q: 3 clusters Score -1.16826e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -11682797.000000 Penalty: 5700.704102
	Iteration 23Q: 3 clusters Score -1.16828e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -11683058.000000 Penalty: 5700.704102
	Iteration 24Q: 3 clusters Score -1.168306e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -11683195.000000 Penalty: 5700.704102
	Iteration 25Q: 3 clusters Score -1.16832e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -11683303.000000 Penalty: 5700.704102
	Iteration 26Q: 3 clusters Score -1.16833e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -11683514.000000 Penalty: 5700.704102
	Iteration 27Q: 3 clusters Score -1.168351e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -11683608.000000 Penalty: 5700.704102
	Iteration 28Q: 3 clusters Score -1.168361e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -11683716.000000 Penalty: 5700.704102
	Iteration 29Q: 3 clusters Score -1.168372e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -11683803.000000 Penalty: 5700.704102
	Iteration 30Q: 3 clusters Score -1.16838e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -11683858.000000 Penalty: 5700.704102
	Iteration 31Q: 3 clusters Score -1.168386e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -11683935.000000 Penalty: 5700.704102
	Iteration 32Q: 3 clusters Score -1.168394e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -11683992.000000 Penalty: 5700.704102
	Iteration 33Q: 3 clusters Score -1.168399e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -11684029.000000 Penalty: 5700.704102
	Iteration 34Q: 3 clusters Score -1.168403e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -11684067.000000 Penalty: 5700.704102
	Iteration 35Q: 3 clusters Score -1.168407e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -11684082.000000 Penalty: 5700.704102
	Iteration 36Q: 3 clusters Score -1.168408e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -11684106.000000 Penalty: 5700.704102
	Iteration 37Q: 3 clusters Score -1.168411e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -11684150.000000 Penalty: 5700.704102
	Iteration 38Q: 3 clusters Score -1.168415e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -11684185.000000 Penalty: 5700.704102
	Iteration 39Q: 3 clusters Score -1.168418e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -11684217.000000 Penalty: 5700.704102
	Iteration 40F: 3 clusters Score -1.168422e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -11684249.000000 Penalty: 5700.704102
	Iteration 41Q: 3 clusters Score -1.168425e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -11684258.000000 Penalty: 5700.704102
	Iteration 42Q: 3 clusters Score -1.168426e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -11684262.000000 Penalty: 5700.704102
	Iteration 43Q: 3 clusters Score -1.168426e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -11684277.000000 Penalty: 5700.704102
	Iteration 44Q: 3 clusters Score -1.168428e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -11684307.000000 Penalty: 5700.704102
	Iteration 45Q: 3 clusters Score -1.168431e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -11684311.000000 Penalty: 5700.704102
	Iteration 46Q: 3 clusters Score -1.168431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -11684319.000000 Penalty: 5700.704102
	Iteration 47Q: 3 clusters Score -1.168432e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -11684333.000000 Penalty: 5700.704102
	Iteration 48Q: 3 clusters Score -1.168433e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -11684352.000000 Penalty: 5700.704102
	Iteration 49Q: 3 clusters Score -1.168435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -11684349.000000 Penalty: 5700.704102
	Iteration 50Q: 3 clusters Score -1.168435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -11684363.000000 Penalty: 5700.704102
	Iteration 51Q: 3 clusters Score -1.168436e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -11684363.000000 Penalty: 5700.704102
	Iteration 52Q: 3 clusters Score -1.168436e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -11684380.000000 Penalty: 5700.704102
	Iteration 53Q: 3 clusters Score -1.168438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -11684382.000000 Penalty: 5700.704102
	Iteration 54Q: 3 clusters Score -1.168438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -11684396.000000 Penalty: 5700.704102
	Iteration 55Q: 3 clusters Score -1.16844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -11684410.000000 Penalty: 5700.704102
	Iteration 56Q: 3 clusters Score -1.168441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -11684404.000000 Penalty: 5700.704102
	Iteration 57Q: 3 clusters Score -1.16844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -11684408.000000 Penalty: 5700.704102
	Iteration 58Q: 3 clusters Score -1.168441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -11684414.000000 Penalty: 5700.704102
	Iteration 59Q: 3 clusters Score -1.168441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -11684412.000000 Penalty: 5700.704102
	Iteration 60F: 3 clusters Score -1.168441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
Score: -11684405.000000 Penalty: 5700.704102
	Iteration 61Q: 3 clusters Score -1.16844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -11684407.000000 Penalty: 5700.704102
	Iteration 62Q: 3 clusters Score -1.168441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -11684402.000000 Penalty: 5700.704102
	Iteration 63Q: 3 clusters Score -1.16844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -11684401.000000 Penalty: 5700.704102
	Iteration 64Q: 3 clusters Score -1.16844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -11684402.000000 Penalty: 5700.704102
	Iteration 65Q: 3 clusters Score -1.16844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -11684400.000000 Penalty: 5700.704102
	Iteration 66Q: 3 clusters Score -1.16844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -11684400.000000 Penalty: 5700.704102
	Iteration 67Q: 3 clusters Score -1.16844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -11684395.000000 Penalty: 5700.704102
	Iteration 68Q: 3 clusters Score -1.16844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -11684393.000000 Penalty: 5700.704102
	Iteration 69Q: 3 clusters Score -1.168439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -11684394.000000 Penalty: 5700.704102
	Iteration 70Q: 3 clusters Score -1.168439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -11684401.000000 Penalty: 5700.704102
	Iteration 71Q: 3 clusters Score -1.16844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -11684399.000000 Penalty: 5700.704102
	Iteration 72Q: 3 clusters Score -1.16844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -11684405.000000 Penalty: 5700.704102
	Iteration 73Q: 3 clusters Score -1.16844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -11684407.000000 Penalty: 5700.704102
	Iteration 74Q: 3 clusters Score -1.168441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -11684407.000000 Penalty: 5700.704102
	Iteration 75Q: 3 clusters Score -1.168441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -11684411.000000 Penalty: 5700.704102
	Iteration 76Q: 3 clusters Score -1.168441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -11684409.000000 Penalty: 5700.704102
	Iteration 77Q: 3 clusters Score -1.168441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -11684414.000000 Penalty: 5700.704102
	Iteration 78Q: 3 clusters Score -1.168441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -11684411.000000 Penalty: 5700.704102
	Iteration 79Q: 3 clusters Score -1.168441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -11684410.000000 Penalty: 5700.704102
	Iteration 80F: 3 clusters Score -1.168441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Entering Unmasked Estep 
Score: -4994116.000000 Penalty: 2637.698242
	Iteration 0F: 2 clusters Score -4994116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4965949.500000 Penalty: 5275.396484
	Iteration 0F: 3 clusters Score -4965950 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4976521.000000 Penalty: 5275.396484
	Iteration 1F: 3 clusters Score -4976521 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4977149.000000 Penalty: 5275.396484
	Iteration 2Q: 3 clusters Score -4977149 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4977890.000000 Penalty: 5275.396484
	Iteration 3Q: 3 clusters Score -4977890 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -4978732.500000 Penalty: 5275.396484
	Iteration 4Q: 3 clusters Score -4978732 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4979652.000000 Penalty: 5275.396484
	Iteration 5Q: 3 clusters Score -4979652 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4980764.000000 Penalty: 5275.396484
	Iteration 6Q: 3 clusters Score -4980764 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4981990.500000 Penalty: 5275.396484
	Iteration 7F: 3 clusters Score -4981990 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4983337.500000 Penalty: 5275.396484
	Iteration 8F: 3 clusters Score -4983338 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4984545.000000 Penalty: 5275.396484
	Iteration 9F: 3 clusters Score -4984545 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4985498.500000 Penalty: 5275.396484
	Iteration 10Q: 3 clusters Score -4985498 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -4986108.500000 Penalty: 5275.396484
	Iteration 11Q: 3 clusters Score -4986108 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4986521.500000 Penalty: 5275.396484
	Iteration 12Q: 3 clusters Score -4986522 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4986746.000000 Penalty: 5275.396484
	Iteration 13Q: 3 clusters Score -4986746 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4986885.000000 Penalty: 5275.396484
	Iteration 14Q: 3 clusters Score -4986885 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4986990.000000 Penalty: 5275.396484
	Iteration 15Q: 3 clusters Score -4986990 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4987069.000000 Penalty: 5275.396484
	Iteration 16Q: 3 clusters Score -4987069 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4987143.000000 Penalty: 5275.396484
	Iteration 17Q: 3 clusters Score -4987143 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -4987224.000000 Penalty: 5275.396484
	Iteration 18Q: 3 clusters Score -4987224 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4987289.500000 Penalty: 5275.396484
	Iteration 19Q: 3 clusters Score -4987290 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4987363.000000 Penalty: 5275.396484
	Iteration 20F: 3 clusters Score -4987363 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4987460.000000 Penalty: 5275.396484
	Iteration 21Q: 3 clusters Score -4987460 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4987509.000000 Penalty: 5275.396484
	Iteration 22Q: 3 clusters Score -4987509 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4987580.000000 Penalty: 5275.396484
	Iteration 23Q: 3 clusters Score -4987580 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -4987648.500000 Penalty: 5275.396484
	Iteration 24Q: 3 clusters Score -4987648 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4987704.000000 Penalty: 5275.396484
	Iteration 25Q: 3 clusters Score -4987704 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4987787.500000 Penalty: 5275.396484
	Iteration 26Q: 3 clusters Score -4987788 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4987859.000000 Penalty: 5275.396484
	Iteration 27Q: 3 clusters Score -4987859 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4987933.500000 Penalty: 5275.396484
	Iteration 28Q: 3 clusters Score -4987934 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4988040.000000 Penalty: 5275.396484
	Iteration 29Q: 3 clusters Score -4988040 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4988172.500000 Penalty: 5275.396484
	Iteration 30Q: 3 clusters Score -4988172 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4988289.000000 Penalty: 5275.396484
	Iteration 31Q: 3 clusters Score -4988289 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -4988407.000000 Penalty: 5275.396484
	Iteration 32Q: 3 clusters Score -4988407 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4988551.000000 Penalty: 5275.396484
	Iteration 33Q: 3 clusters Score -4988551 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -4988726.000000 Penalty: 5275.396484
	Iteration 34Q: 3 clusters Score -4988726 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4988897.000000 Penalty: 5275.396484
	Iteration 35Q: 3 clusters Score -4988897 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4989053.500000 Penalty: 5275.396484
	Iteration 36Q: 3 clusters Score -4989054 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4989273.000000 Penalty: 5275.396484
	Iteration 37Q: 3 clusters Score -4989273 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4989470.500000 Penalty: 5275.396484
	Iteration 38Q: 3 clusters Score -4989470 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4989696.500000 Penalty: 5275.396484
	Iteration 39Q: 3 clusters Score -4989696 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4989920.500000 Penalty: 5275.396484
	Iteration 40F: 3 clusters Score -4989920 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4990153.000000 Penalty: 5275.396484
	Iteration 41Q: 3 clusters Score -4990153 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4990379.000000 Penalty: 5275.396484
	Iteration 42Q: 3 clusters Score -4990379 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4990602.500000 Penalty: 5275.396484
	Iteration 43Q: 3 clusters Score -4990602 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4990820.500000 Penalty: 5275.396484
	Iteration 44Q: 3 clusters Score -4990820 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4991021.000000 Penalty: 5275.396484
	Iteration 45Q: 3 clusters Score -4991021 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4991248.500000 Penalty: 5275.396484
	Iteration 46Q: 3 clusters Score -4991248 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4991428.000000 Penalty: 5275.396484
	Iteration 47Q: 3 clusters Score -4991428 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4991628.500000 Penalty: 5275.396484
	Iteration 48Q: 3 clusters Score -4991628 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4991790.500000 Penalty: 5275.396484
	Iteration 49Q: 3 clusters Score -4991790 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4991944.000000 Penalty: 5275.396484
	Iteration 50Q: 3 clusters Score -4991944 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4992048.000000 Penalty: 5275.396484
	Iteration 51Q: 3 clusters Score -4992048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4992136.000000 Penalty: 5275.396484
	Iteration 52Q: 3 clusters Score -4992136 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4992201.000000 Penalty: 5275.396484
	Iteration 53Q: 3 clusters Score -4992201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4992243.500000 Penalty: 5275.396484
	Iteration 54Q: 3 clusters Score -4992244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4992291.500000 Penalty: 5275.396484
	Iteration 55Q: 3 clusters Score -4992292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4992330.000000 Penalty: 5275.396484
	Iteration 56Q: 3 clusters Score -4992330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4992347.000000 Penalty: 5275.396484
	Iteration 57Q: 3 clusters Score -4992347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4992369.500000 Penalty: 5275.396484
	Iteration 58Q: 3 clusters Score -4992370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4992378.000000 Penalty: 5275.396484
	Iteration 59Q: 3 clusters Score -4992378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4992386.000000 Penalty: 5275.396484
	Iteration 60F: 3 clusters Score -4992386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4992382.500000 Penalty: 5275.396484
	Iteration 61Q: 3 clusters Score -4992382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4992386.000000 Penalty: 5275.396484
	Iteration 62Q: 3 clusters Score -4992386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4992392.500000 Penalty: 5275.396484
	Iteration 63Q: 3 clusters Score -4992392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4992398.000000 Penalty: 5275.396484
	Iteration 64Q: 3 clusters Score -4992398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4992397.000000 Penalty: 5275.396484
	Iteration 65Q: 3 clusters Score -4992397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4992397.500000 Penalty: 5275.396484
	Iteration 66Q: 3 clusters Score -4992398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4992390.500000 Penalty: 5275.396484
	Iteration 67Q: 3 clusters Score -4992390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4992400.000000 Penalty: 5275.396484
	Iteration 68Q: 3 clusters Score -4992400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4992400.500000 Penalty: 5275.396484
	Iteration 69Q: 3 clusters Score -4992400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4992404.000000 Penalty: 5275.396484
	Iteration 70Q: 3 clusters Score -4992404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4992407.500000 Penalty: 5275.396484
	Iteration 71Q: 3 clusters Score -4992408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4992411.500000 Penalty: 5275.396484
	Iteration 72Q: 3 clusters Score -4992412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4992411.500000 Penalty: 5275.396484
	Iteration 73Q: 3 clusters Score -4992412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4992409.500000 Penalty: 5275.396484
	Iteration 74Q: 3 clusters Score -4992410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4992408.000000 Penalty: 5275.396484
	Iteration 75Q: 3 clusters Score -4992408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4992415.000000 Penalty: 5275.396484
	Iteration 76Q: 3 clusters Score -4992415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4992414.500000 Penalty: 5275.396484
	Iteration 77Q: 3 clusters Score -4992414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4992410.500000 Penalty: 5275.396484
	Iteration 78Q: 3 clusters Score -4992410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4992412.000000 Penalty: 5275.396484
	Iteration 79Q: 3 clusters Score -4992412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4992409.500000 Penalty: 5275.396484
	Iteration 80F: 3 clusters Score -4992410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4992407.500000 Penalty: 5275.396484
	Iteration 81Q: 3 clusters Score -4992408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4992407.000000 Penalty: 5275.396484
	Iteration 82Q: 3 clusters Score -4992407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4992410.000000 Penalty: 5275.396484
	Iteration 83Q: 3 clusters Score -4992410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4992412.000000 Penalty: 5275.396484
	Iteration 84Q: 3 clusters Score -4992412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4992411.500000 Penalty: 5275.396484
	Iteration 85Q: 3 clusters Score -4992412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4992421.000000 Penalty: 5275.396484
	Iteration 86Q: 3 clusters Score -4992421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4992414.500000 Penalty: 5275.396484
	Iteration 87Q: 3 clusters Score -4992414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4992416.500000 Penalty: 5275.396484
	Iteration 88Q: 3 clusters Score -4992416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4992418.500000 Penalty: 5275.396484
	Iteration 89Q: 3 clusters Score -4992418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4992417.500000 Penalty: 5275.396484
	Iteration 90Q: 3 clusters Score -4992418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4992418.500000 Penalty: 5275.396484
	Iteration 91Q: 3 clusters Score -4992418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4992417.000000 Penalty: 5275.396484
	Iteration 92Q: 3 clusters Score -4992417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4992417.000000 Penalty: 5275.396484
	Iteration 93F: 3 clusters Score -4992417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Entering Unmasked Estep 
Score: -2239132.250000 Penalty: 2449.913086
	Iteration 0F: 2 clusters Score -2239132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2225268.000000 Penalty: 4899.826172
	Iteration 0F: 3 clusters Score -2225268 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2230014.250000 Penalty: 4899.826172
	Iteration 1F: 3 clusters Score -2230014 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2230624.500000 Penalty: 4899.826172
	Iteration 2F: 3 clusters Score -2230624 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2231280.750000 Penalty: 4899.826172
	Iteration 3F: 3 clusters Score -2231281 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2232012.500000 Penalty: 4899.826172
	Iteration 4F: 3 clusters Score -2232012 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2232805.750000 Penalty: 4899.826172
	Iteration 5F: 3 clusters Score -2232806 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2233510.750000 Penalty: 4899.826172
	Iteration 6F: 3 clusters Score -2233511 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2234182.750000 Penalty: 4899.826172
	Iteration 7F: 3 clusters Score -2234183 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2234826.000000 Penalty: 4899.826172
	Iteration 8F: 3 clusters Score -2234826 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2235422.000000 Penalty: 4899.826172
	Iteration 9Q: 3 clusters Score -2235422 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2235860.500000 Penalty: 4899.826172
	Iteration 10Q: 3 clusters Score -2235860 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2236191.750000 Penalty: 4899.826172
	Iteration 11Q: 3 clusters Score -2236192 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2236437.500000 Penalty: 4899.826172
	Iteration 12Q: 3 clusters Score -2236438 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2236668.000000 Penalty: 4899.826172
	Iteration 13Q: 3 clusters Score -2236668 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2236876.500000 Penalty: 4899.826172
	Iteration 14Q: 3 clusters Score -2236876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2237152.750000 Penalty: 4899.826172
	Iteration 15Q: 3 clusters Score -2237153 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2237472.750000 Penalty: 4899.826172
	Iteration 16Q: 3 clusters Score -2237473 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2237794.000000 Penalty: 4899.826172
	Iteration 17Q: 3 clusters Score -2237794 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2238059.500000 Penalty: 4899.826172
	Iteration 18Q: 3 clusters Score -2238060 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2238236.250000 Penalty: 4899.826172
	Iteration 19Q: 3 clusters Score -2238236 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2238364.500000 Penalty: 4899.826172
	Iteration 20F: 3 clusters Score -2238364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2238458.750000 Penalty: 4899.826172
	Iteration 21Q: 3 clusters Score -2238459 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2238560.000000 Penalty: 4899.826172
	Iteration 22Q: 3 clusters Score -2238560 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2238677.500000 Penalty: 4899.826172
	Iteration 23Q: 3 clusters Score -2238678 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2238834.500000 Penalty: 4899.826172
	Iteration 24Q: 3 clusters Score -2238834 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2238967.750000 Penalty: 4899.826172
	Iteration 25Q: 3 clusters Score -2238968 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2239100.750000 Penalty: 4899.826172
	Iteration 26Q: 3 clusters Score -2239101 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2239175.000000 Penalty: 4899.826172
	Iteration 27Q: 3 clusters Score -2239175 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2239217.750000 Penalty: 4899.826172
	Iteration 28Q: 3 clusters Score -2239218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2239245.250000 Penalty: 4899.826172
	Iteration 29Q: 3 clusters Score -2239245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2239254.500000 Penalty: 4899.826172
	Iteration 30Q: 3 clusters Score -2239254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2239268.250000 Penalty: 4899.826172
	Iteration 31Q: 3 clusters Score -2239268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2239267.500000 Penalty: 4899.826172
	Iteration 32Q: 3 clusters Score -2239268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2239270.000000 Penalty: 4899.826172
	Iteration 33Q: 3 clusters Score -2239270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2239271.250000 Penalty: 4899.826172
	Iteration 34Q: 3 clusters Score -2239271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2239268.500000 Penalty: 4899.826172
	Iteration 35Q: 3 clusters Score -2239268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2239271.500000 Penalty: 4899.826172
	Iteration 36Q: 3 clusters Score -2239272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2239272.000000 Penalty: 4899.826172
	Iteration 37Q: 3 clusters Score -2239272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2239277.750000 Penalty: 4899.826172
	Iteration 38Q: 3 clusters Score -2239278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2239273.500000 Penalty: 4899.826172
	Iteration 39Q: 3 clusters Score -2239274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2239275.250000 Penalty: 4899.826172
	Iteration 40F: 3 clusters Score -2239275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2239276.500000 Penalty: 4899.826172
	Iteration 41Q: 3 clusters Score -2239276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2239275.500000 Penalty: 4899.826172
	Iteration 42Q: 3 clusters Score -2239276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2239277.500000 Penalty: 4899.826172
	Iteration 43Q: 3 clusters Score -2239278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2239284.250000 Penalty: 4899.826172
	Iteration 44Q: 3 clusters Score -2239284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2239280.500000 Penalty: 4899.826172
	Iteration 45Q: 3 clusters Score -2239280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2239280.250000 Penalty: 4899.826172
	Iteration 46Q: 3 clusters Score -2239280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2239280.750000 Penalty: 4899.826172
	Iteration 47Q: 3 clusters Score -2239281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2239278.500000 Penalty: 4899.826172
	Iteration 48Q: 3 clusters Score -2239278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2239281.250000 Penalty: 4899.826172
	Iteration 49Q: 3 clusters Score -2239281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2239281.250000 Penalty: 4899.826172
	Iteration 50F: 3 clusters Score -2239281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 8196 members 
Entering Unmasked Estep 
Score: -205528672.000000 Penalty: 117808.554688
Splitting cluster 4 changes total score from -205528336.000000 to -205528672.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (29602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Entering Unmasked Estep 
Score: -3290559.500000 Penalty: 2553.308105
	Iteration 0F: 2 clusters Score -3290560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3270374.750000 Penalty: 5106.616211
	Iteration 0F: 3 clusters Score -3270375 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3277885.750000 Penalty: 5106.616211
	Iteration 1F: 3 clusters Score -3277886 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3278912.000000 Penalty: 5106.616211
	Iteration 2F: 3 clusters Score -3278912 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3280246.500000 Penalty: 5106.616211
	Iteration 3F: 3 clusters Score -3280246 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3281729.250000 Penalty: 5106.616211
	Iteration 4F: 3 clusters Score -3281729 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3283118.000000 Penalty: 5106.616211
	Iteration 5F: 3 clusters Score -3283118 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3284221.250000 Penalty: 5106.616211
	Iteration 6F: 3 clusters Score -3284221 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3284939.250000 Penalty: 5106.616211
	Iteration 7F: 3 clusters Score -3284939 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3285349.750000 Penalty: 5106.616211
	Iteration 8Q: 3 clusters Score -3285350 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3285635.000000 Penalty: 5106.616211
	Iteration 9Q: 3 clusters Score -3285635 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3285856.750000 Penalty: 5106.616211
	Iteration 10Q: 3 clusters Score -3285857 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3286087.250000 Penalty: 5106.616211
	Iteration 11Q: 3 clusters Score -3286087 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3286276.500000 Penalty: 5106.616211
	Iteration 12Q: 3 clusters Score -3286276 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3286491.500000 Penalty: 5106.616211
	Iteration 13Q: 3 clusters Score -3286492 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3286666.500000 Penalty: 5106.616211
	Iteration 14Q: 3 clusters Score -3286666 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3286840.250000 Penalty: 5106.616211
	Iteration 15Q: 3 clusters Score -3286840 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3287006.750000 Penalty: 5106.616211
	Iteration 16Q: 3 clusters Score -3287007 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3287156.750000 Penalty: 5106.616211
	Iteration 17Q: 3 clusters Score -3287157 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3287261.750000 Penalty: 5106.616211
	Iteration 18Q: 3 clusters Score -3287262 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3287362.000000 Penalty: 5106.616211
	Iteration 19Q: 3 clusters Score -3287362 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3287444.500000 Penalty: 5106.616211
	Iteration 20F: 3 clusters Score -3287444 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3287538.750000 Penalty: 5106.616211
	Iteration 21Q: 3 clusters Score -3287539 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3287616.250000 Penalty: 5106.616211
	Iteration 22Q: 3 clusters Score -3287616 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3287719.000000 Penalty: 5106.616211
	Iteration 23Q: 3 clusters Score -3287719 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3287850.750000 Penalty: 5106.616211
	Iteration 24Q: 3 clusters Score -3287851 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3288027.000000 Penalty: 5106.616211
	Iteration 25Q: 3 clusters Score -3288027 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3288252.750000 Penalty: 5106.616211
	Iteration 26Q: 3 clusters Score -3288253 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3288579.750000 Penalty: 5106.616211
	Iteration 27Q: 3 clusters Score -3288580 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3288912.500000 Penalty: 5106.616211
	Iteration 28Q: 3 clusters Score -3288912 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3289179.000000 Penalty: 5106.616211
	Iteration 29Q: 3 clusters Score -3289179 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3289398.000000 Penalty: 5106.616211
	Iteration 30Q: 3 clusters Score -3289398 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3289566.750000 Penalty: 5106.616211
	Iteration 31Q: 3 clusters Score -3289567 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3289736.500000 Penalty: 5106.616211
	Iteration 32Q: 3 clusters Score -3289736 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3289844.750000 Penalty: 5106.616211
	Iteration 33Q: 3 clusters Score -3289845 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3289938.000000 Penalty: 5106.616211
	Iteration 34Q: 3 clusters Score -3289938 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3290028.250000 Penalty: 5106.616211
	Iteration 35Q: 3 clusters Score -3290028 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3290087.250000 Penalty: 5106.616211
	Iteration 36Q: 3 clusters Score -3290087 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3290155.500000 Penalty: 5106.616211
	Iteration 37Q: 3 clusters Score -3290156 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3290189.250000 Penalty: 5106.616211
	Iteration 38Q: 3 clusters Score -3290189 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3290217.000000 Penalty: 5106.616211
	Iteration 39Q: 3 clusters Score -3290217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3290242.750000 Penalty: 5106.616211
	Iteration 40F: 3 clusters Score -3290243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3290266.250000 Penalty: 5106.616211
	Iteration 41Q: 3 clusters Score -3290266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3290302.000000 Penalty: 5106.616211
	Iteration 42Q: 3 clusters Score -3290302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3290317.750000 Penalty: 5106.616211
	Iteration 43Q: 3 clusters Score -3290318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3290333.000000 Penalty: 5106.616211
	Iteration 44Q: 3 clusters Score -3290333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3290333.250000 Penalty: 5106.616211
	Iteration 45Q: 3 clusters Score -3290333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3290353.750000 Penalty: 5106.616211
	Iteration 46Q: 3 clusters Score -3290354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3290358.000000 Penalty: 5106.616211
	Iteration 47Q: 3 clusters Score -3290358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3290352.500000 Penalty: 5106.616211
	Iteration 48Q: 3 clusters Score -3290352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3290349.500000 Penalty: 5106.616211
	Iteration 49Q: 3 clusters Score -3290350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3290365.750000 Penalty: 5106.616211
	Iteration 50Q: 3 clusters Score -3290366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3290352.750000 Penalty: 5106.616211
	Iteration 51Q: 3 clusters Score -3290353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3290356.750000 Penalty: 5106.616211
	Iteration 52Q: 3 clusters Score -3290357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -3290359.000000 Penalty: 5106.616211
	Iteration 53Q: 3 clusters Score -3290359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3290369.000000 Penalty: 5106.616211
	Iteration 54Q: 3 clusters Score -3290369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3290371.000000 Penalty: 5106.616211
	Iteration 55Q: 3 clusters Score -3290371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3290364.250000 Penalty: 5106.616211
	Iteration 56Q: 3 clusters Score -3290364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3290371.500000 Penalty: 5106.616211
	Iteration 57Q: 3 clusters Score -3290372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3290365.750000 Penalty: 5106.616211
	Iteration 58Q: 3 clusters Score -3290366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3290371.000000 Penalty: 5106.616211
	Iteration 59Q: 3 clusters Score -3290371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3290367.250000 Penalty: 5106.616211
	Iteration 60F: 3 clusters Score -3290367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3290376.750000 Penalty: 5106.616211
	Iteration 61Q: 3 clusters Score -3290377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3290372.500000 Penalty: 5106.616211
	Iteration 62Q: 3 clusters Score -3290372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3290378.000000 Penalty: 5106.616211
	Iteration 63Q: 3 clusters Score -3290378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3290382.000000 Penalty: 5106.616211
	Iteration 64Q: 3 clusters Score -3290382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3290383.250000 Penalty: 5106.616211
	Iteration 65Q: 3 clusters Score -3290383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3290385.250000 Penalty: 5106.616211
	Iteration 66Q: 3 clusters Score -3290385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3290386.750000 Penalty: 5106.616211
	Iteration 67Q: 3 clusters Score -3290387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3290383.250000 Penalty: 5106.616211
	Iteration 68Q: 3 clusters Score -3290383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3290386.250000 Penalty: 5106.616211
	Iteration 69Q: 3 clusters Score -3290386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3290384.000000 Penalty: 5106.616211
	Iteration 70Q: 3 clusters Score -3290384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3290383.750000 Penalty: 5106.616211
	Iteration 71Q: 3 clusters Score -3290384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3290383.250000 Penalty: 5106.616211
	Iteration 72Q: 3 clusters Score -3290383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3290380.250000 Penalty: 5106.616211
	Iteration 73Q: 3 clusters Score -3290380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3290380.500000 Penalty: 5106.616211
	Iteration 74Q: 3 clusters Score -3290380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3290382.500000 Penalty: 5106.616211
	Iteration 75Q: 3 clusters Score -3290382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3290382.250000 Penalty: 5106.616211
	Iteration 76Q: 3 clusters Score -3290382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3290380.500000 Penalty: 5106.616211
	Iteration 77Q: 3 clusters Score -3290380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3290379.000000 Penalty: 5106.616211
	Iteration 78Q: 3 clusters Score -3290379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3290382.250000 Penalty: 5106.616211
	Iteration 79Q: 3 clusters Score -3290382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3290379.750000 Penalty: 5106.616211
	Iteration 80F: 3 clusters Score -3290380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3290384.000000 Penalty: 5106.616211
	Iteration 81Q: 3 clusters Score -3290384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3290384.000000 Penalty: 5106.616211
	Iteration 82F: 3 clusters Score -3290384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (209906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209906 members 
Entering Unmasked Estep 
Score: -25123540.000000 Penalty: 3039.094971
	Iteration 0F: 2 clusters Score -2.512354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -25000146.000000 Penalty: 6078.189941
	Iteration 0F: 3 clusters Score -2.500015e+07 nChanged 101038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -25061222.000000 Penalty: 6078.189941
	Iteration 1F: 3 clusters Score -2.506122e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86662 members 
Mstep: Class 2 contains 123244 members 
Entering Unmasked Estep 
Score: -25064404.000000 Penalty: 6078.189941
	Iteration 2Q: 3 clusters Score -2.50644e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -25070356.000000 Penalty: 6078.189941
	Iteration 3F: 3 clusters Score -2.507036e+07 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 148498 members 
Entering Unmasked Estep 
Score: -25080958.000000 Penalty: 6078.189941
	Iteration 4F: 3 clusters Score -2.508096e+07 nChanged 18563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 166869 members 
Entering Unmasked Estep 
Score: -25093506.000000 Penalty: 6078.189941
	Iteration 5F: 3 clusters Score -2.509351e+07 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 184362 members 
Entering Unmasked Estep 
Score: -25104122.000000 Penalty: 6078.189941
	Iteration 6F: 3 clusters Score -2.510412e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 196958 members 
Entering Unmasked Estep 
Score: -25112716.000000 Penalty: 6078.189941
	Iteration 7F: 3 clusters Score -2.511272e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 203746 members 
Entering Unmasked Estep 
Score: -25117012.000000 Penalty: 6078.189941
	Iteration 8Q: 3 clusters Score -2.511701e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 206910 members 
Entering Unmasked Estep 
Score: -25119170.000000 Penalty: 6078.189941
	Iteration 9Q: 3 clusters Score -2.511917e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 208290 members 
Entering Unmasked Estep 
Score: -25120190.000000 Penalty: 6078.189941
	Iteration 10Q: 3 clusters Score -2.512019e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 208863 members 
Entering Unmasked Estep 
Score: -25120624.000000 Penalty: 6078.189941
	Iteration 11Q: 3 clusters Score -2.512062e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 209126 members 
Entering Unmasked Estep 
Score: -25120754.000000 Penalty: 6078.189941
	Iteration 12Q: 3 clusters Score -2.512075e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -25120860.000000 Penalty: 6078.189941
	Iteration 13Q: 3 clusters Score -2.512086e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 209330 members 
Entering Unmasked Estep 
Score: -25120940.000000 Penalty: 6078.189941
	Iteration 14Q: 3 clusters Score -2.512094e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 209379 members 
Entering Unmasked Estep 
Score: -25120998.000000 Penalty: 6078.189941
	Iteration 15Q: 3 clusters Score -2.5121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 209409 members 
Entering Unmasked Estep 
Score: -25121034.000000 Penalty: 6078.189941
	Iteration 16Q: 3 clusters Score -2.512103e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 209426 members 
Entering Unmasked Estep 
Score: -25121066.000000 Penalty: 6078.189941
	Iteration 17Q: 3 clusters Score -2.512107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 209446 members 
Entering Unmasked Estep 
Score: -25121104.000000 Penalty: 6078.189941
	Iteration 18Q: 3 clusters Score -2.51211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 209457 members 
Entering Unmasked Estep 
Score: -25121084.000000 Penalty: 6078.189941
	Iteration 19Q: 3 clusters Score -2.512108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 209464 members 
Entering Unmasked Estep 
Score: -25121084.000000 Penalty: 6078.189941
	Iteration 20F: 3 clusters Score -2.512108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 209468 members 
Entering Unmasked Estep 
Score: -25121104.000000 Penalty: 6078.189941
	Iteration 21Q: 3 clusters Score -2.51211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 209478 members 
Entering Unmasked Estep 
Score: -25121098.000000 Penalty: 6078.189941
	Iteration 22Q: 3 clusters Score -2.51211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 209486 members 
Entering Unmasked Estep 
Score: -25121126.000000 Penalty: 6078.189941
	Iteration 23Q: 3 clusters Score -2.512113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 209490 members 
Entering Unmasked Estep 
Score: -25121116.000000 Penalty: 6078.189941
	Iteration 24Q: 3 clusters Score -2.512112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209492 members 
Entering Unmasked Estep 
Score: -25121112.000000 Penalty: 6078.189941
	Iteration 25Q: 3 clusters Score -2.512111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 209495 members 
Entering Unmasked Estep 
Score: -25121122.000000 Penalty: 6078.189941
	Iteration 26Q: 3 clusters Score -2.512112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 209497 members 
Entering Unmasked Estep 
Score: -25121132.000000 Penalty: 6078.189941
	Iteration 27Q: 3 clusters Score -2.512113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 209498 members 
Entering Unmasked Estep 
Score: -25121146.000000 Penalty: 6078.189941
	Iteration 28Q: 3 clusters Score -2.512115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 209501 members 
Entering Unmasked Estep 
Score: -25121140.000000 Penalty: 6078.189941
	Iteration 29Q: 3 clusters Score -2.512114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 209499 members 
Entering Unmasked Estep 
Score: -25121136.000000 Penalty: 6078.189941
	Iteration 30Q: 3 clusters Score -2.512114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 209500 members 
Entering Unmasked Estep 
Score: -25121144.000000 Penalty: 6078.189941
	Iteration 31Q: 3 clusters Score -2.512114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 209497 members 
Entering Unmasked Estep 
Score: -25121146.000000 Penalty: 6078.189941
	Iteration 32Q: 3 clusters Score -2.512115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 209497 members 
Entering Unmasked Estep 
Score: -25121146.000000 Penalty: 6078.189941
	Iteration 33F: 3 clusters Score -2.512115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (82051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Entering Unmasked Estep 
Score: -9715577.000000 Penalty: 2806.143799
	Iteration 0F: 2 clusters Score -9715577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -9660730.000000 Penalty: 5612.287598
	Iteration 0F: 3 clusters Score -9660730 nChanged 38568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -9682642.000000 Penalty: 5612.287598
	Iteration 1F: 3 clusters Score -9682642 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -9683686.000000 Penalty: 5612.287598
	Iteration 2Q: 3 clusters Score -9683686 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -9685066.000000 Penalty: 5612.287598
	Iteration 3Q: 3 clusters Score -9685066 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -9687260.000000 Penalty: 5612.287598
	Iteration 4F: 3 clusters Score -9687260 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -9690280.000000 Penalty: 5612.287598
	Iteration 5F: 3 clusters Score -9690280 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -9694115.000000 Penalty: 5612.287598
	Iteration 6F: 3 clusters Score -9694115 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -9697647.000000 Penalty: 5612.287598
	Iteration 7F: 3 clusters Score -9697647 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -9700559.000000 Penalty: 5612.287598
	Iteration 8F: 3 clusters Score -9700559 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -9702881.000000 Penalty: 5612.287598
	Iteration 9F: 3 clusters Score -9702881 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -9704834.000000 Penalty: 5612.287598
	Iteration 10Q: 3 clusters Score -9704834 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -9706590.000000 Penalty: 5612.287598
	Iteration 11Q: 3 clusters Score -9706590 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -9708241.000000 Penalty: 5612.287598
	Iteration 12Q: 3 clusters Score -9708241 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -9709632.000000 Penalty: 5612.287598
	Iteration 13Q: 3 clusters Score -9709632 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -9710820.000000 Penalty: 5612.287598
	Iteration 14Q: 3 clusters Score -9710820 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -9711591.000000 Penalty: 5612.287598
	Iteration 15Q: 3 clusters Score -9711591 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9712225.000000 Penalty: 5612.287598
	Iteration 16Q: 3 clusters Score -9712225 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -9712654.000000 Penalty: 5612.287598
	Iteration 17Q: 3 clusters Score -9712654 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9712886.000000 Penalty: 5612.287598
	Iteration 18Q: 3 clusters Score -9712886 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9713066.000000 Penalty: 5612.287598
	Iteration 19Q: 3 clusters Score -9713066 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9713224.000000 Penalty: 5612.287598
	Iteration 20F: 3 clusters Score -9713224 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9713324.000000 Penalty: 5612.287598
	Iteration 21Q: 3 clusters Score -9713324 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9713378.000000 Penalty: 5612.287598
	Iteration 22Q: 3 clusters Score -9713378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9713406.000000 Penalty: 5612.287598
	Iteration 23Q: 3 clusters Score -9713406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9713457.000000 Penalty: 5612.287598
	Iteration 24Q: 3 clusters Score -9713457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9713467.000000 Penalty: 5612.287598
	Iteration 25Q: 3 clusters Score -9713467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9713520.000000 Penalty: 5612.287598
	Iteration 26Q: 3 clusters Score -9713520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9713543.000000 Penalty: 5612.287598
	Iteration 27Q: 3 clusters Score -9713543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9713564.000000 Penalty: 5612.287598
	Iteration 28Q: 3 clusters Score -9713564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9713573.000000 Penalty: 5612.287598
	Iteration 29Q: 3 clusters Score -9713573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9713552.000000 Penalty: 5612.287598
	Iteration 30Q: 3 clusters Score -9713552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9713587.000000 Penalty: 5612.287598
	Iteration 31Q: 3 clusters Score -9713587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9713585.000000 Penalty: 5612.287598
	Iteration 32Q: 3 clusters Score -9713585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9713609.000000 Penalty: 5612.287598
	Iteration 33Q: 3 clusters Score -9713609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9713605.000000 Penalty: 5612.287598
	Iteration 34Q: 3 clusters Score -9713605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9713624.000000 Penalty: 5612.287598
	Iteration 35Q: 3 clusters Score -9713624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9713633.000000 Penalty: 5612.287598
	Iteration 36Q: 3 clusters Score -9713633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9713639.000000 Penalty: 5612.287598
	Iteration 37Q: 3 clusters Score -9713639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9713638.000000 Penalty: 5612.287598
	Iteration 38Q: 3 clusters Score -9713638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9713637.000000 Penalty: 5612.287598
	Iteration 39Q: 3 clusters Score -9713637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9713638.000000 Penalty: 5612.287598
	Iteration 40F: 3 clusters Score -9713638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9713645.000000 Penalty: 5612.287598
	Iteration 41Q: 3 clusters Score -9713645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9713643.000000 Penalty: 5612.287598
	Iteration 42Q: 3 clusters Score -9713643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9713643.000000 Penalty: 5612.287598
	Iteration 43Q: 3 clusters Score -9713643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9713659.000000 Penalty: 5612.287598
	Iteration 44Q: 3 clusters Score -9713659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9713664.000000 Penalty: 5612.287598
	Iteration 45Q: 3 clusters Score -9713664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9713667.000000 Penalty: 5612.287598
	Iteration 46Q: 3 clusters Score -9713667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9713656.000000 Penalty: 5612.287598
	Iteration 47Q: 3 clusters Score -9713656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9713666.000000 Penalty: 5612.287598
	Iteration 48Q: 3 clusters Score -9713666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9713654.000000 Penalty: 5612.287598
	Iteration 49Q: 3 clusters Score -9713654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9713650.000000 Penalty: 5612.287598
	Iteration 50Q: 3 clusters Score -9713650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9713650.000000 Penalty: 5612.287598
	Iteration 51F: 3 clusters Score -9713650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -860731.250000 Penalty: 2203.280273
	Iteration 0F: 2 clusters Score -860731.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -854833.312500 Penalty: 4406.560547
	Iteration 0F: 3 clusters Score -854833.3 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -856500.062500 Penalty: 4406.560547
	Iteration 1F: 3 clusters Score -856500.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -856856.000000 Penalty: 4406.560547
	Iteration 2F: 3 clusters Score -856856 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -857112.812500 Penalty: 4406.560547
	Iteration 3F: 3 clusters Score -857112.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -857353.000000 Penalty: 4406.560547
	Iteration 4Q: 3 clusters Score -857353 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -857578.875000 Penalty: 4406.560547
	Iteration 5Q: 3 clusters Score -857578.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -857770.062500 Penalty: 4406.560547
	Iteration 6Q: 3 clusters Score -857770.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -857933.500000 Penalty: 4406.560547
	Iteration 7Q: 3 clusters Score -857933.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -858065.562500 Penalty: 4406.560547
	Iteration 8Q: 3 clusters Score -858065.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -858183.437500 Penalty: 4406.560547
	Iteration 9Q: 3 clusters Score -858183.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -858284.500000 Penalty: 4406.560547
	Iteration 10Q: 3 clusters Score -858284.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -858372.187500 Penalty: 4406.560547
	Iteration 11Q: 3 clusters Score -858372.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -858436.875000 Penalty: 4406.560547
	Iteration 12Q: 3 clusters Score -858436.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -858495.312500 Penalty: 4406.560547
	Iteration 13Q: 3 clusters Score -858495.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -858561.187500 Penalty: 4406.560547
	Iteration 14Q: 3 clusters Score -858561.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -858621.687500 Penalty: 4406.560547
	Iteration 15Q: 3 clusters Score -858621.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -858674.437500 Penalty: 4406.560547
	Iteration 16Q: 3 clusters Score -858674.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -858719.875000 Penalty: 4406.560547
	Iteration 17Q: 3 clusters Score -858719.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -858755.812500 Penalty: 4406.560547
	Iteration 18Q: 3 clusters Score -858755.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -858780.000000 Penalty: 4406.560547
	Iteration 19Q: 3 clusters Score -858780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -858800.500000 Penalty: 4406.560547
	Iteration 20F: 3 clusters Score -858800.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -858818.500000 Penalty: 4406.560547
	Iteration 21Q: 3 clusters Score -858818.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -858841.062500 Penalty: 4406.560547
	Iteration 22Q: 3 clusters Score -858841.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -858860.687500 Penalty: 4406.560547
	Iteration 23Q: 3 clusters Score -858860.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -858881.812500 Penalty: 4406.560547
	Iteration 24Q: 3 clusters Score -858881.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -858900.375000 Penalty: 4406.560547
	Iteration 25Q: 3 clusters Score -858900.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -858921.812500 Penalty: 4406.560547
	Iteration 26Q: 3 clusters Score -858921.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -858932.187500 Penalty: 4406.560547
	Iteration 27Q: 3 clusters Score -858932.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -858943.437500 Penalty: 4406.560547
	Iteration 28Q: 3 clusters Score -858943.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -858954.312500 Penalty: 4406.560547
	Iteration 29Q: 3 clusters Score -858954.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -858965.000000 Penalty: 4406.560547
	Iteration 30Q: 3 clusters Score -858965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -858972.562500 Penalty: 4406.560547
	Iteration 31Q: 3 clusters Score -858972.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -858984.812500 Penalty: 4406.560547
	Iteration 32Q: 3 clusters Score -858984.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -858993.750000 Penalty: 4406.560547
	Iteration 33Q: 3 clusters Score -858993.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -859001.750000 Penalty: 4406.560547
	Iteration 34Q: 3 clusters Score -859001.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -859010.500000 Penalty: 4406.560547
	Iteration 35Q: 3 clusters Score -859010.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -859022.250000 Penalty: 4406.560547
	Iteration 36Q: 3 clusters Score -859022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -859027.875000 Penalty: 4406.560547
	Iteration 37Q: 3 clusters Score -859027.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -859033.312500 Penalty: 4406.560547
	Iteration 38Q: 3 clusters Score -859033.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -859037.687500 Penalty: 4406.560547
	Iteration 39Q: 3 clusters Score -859037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -859043.000000 Penalty: 4406.560547
	Iteration 40F: 3 clusters Score -859043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -859049.375000 Penalty: 4406.560547
	Iteration 41Q: 3 clusters Score -859049.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -859058.062500 Penalty: 4406.560547
	Iteration 42Q: 3 clusters Score -859058.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -859066.750000 Penalty: 4406.560547
	Iteration 43Q: 3 clusters Score -859066.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -859076.125000 Penalty: 4406.560547
	Iteration 44Q: 3 clusters Score -859076.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -859079.500000 Penalty: 4406.560547
	Iteration 45Q: 3 clusters Score -859079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -859082.062500 Penalty: 4406.560547
	Iteration 46Q: 3 clusters Score -859082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -859081.375000 Penalty: 4406.560547
	Iteration 47Q: 3 clusters Score -859081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -859083.687500 Penalty: 4406.560547
	Iteration 48Q: 3 clusters Score -859083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -859086.062500 Penalty: 4406.560547
	Iteration 49Q: 3 clusters Score -859086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -859088.000000 Penalty: 4406.560547
	Iteration 50Q: 3 clusters Score -859088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -859088.312500 Penalty: 4406.560547
	Iteration 51Q: 3 clusters Score -859088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -859089.000000 Penalty: 4406.560547
	Iteration 52Q: 3 clusters Score -859089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -859092.375000 Penalty: 4406.560547
	Iteration 53Q: 3 clusters Score -859092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -859093.812500 Penalty: 4406.560547
	Iteration 54Q: 3 clusters Score -859093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -859095.000000 Penalty: 4406.560547
	Iteration 55Q: 3 clusters Score -859095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -859098.375000 Penalty: 4406.560547
	Iteration 56Q: 3 clusters Score -859098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -859099.687500 Penalty: 4406.560547
	Iteration 57Q: 3 clusters Score -859099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -859103.812500 Penalty: 4406.560547
	Iteration 58Q: 3 clusters Score -859103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -859105.687500 Penalty: 4406.560547
	Iteration 59Q: 3 clusters Score -859105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -859106.375000 Penalty: 4406.560547
	Iteration 60F: 3 clusters Score -859106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -859109.000000 Penalty: 4406.560547
	Iteration 61Q: 3 clusters Score -859109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -859109.500000 Penalty: 4406.560547
	Iteration 62Q: 3 clusters Score -859109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -859111.812500 Penalty: 4406.560547
	Iteration 63Q: 3 clusters Score -859111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -859109.937500 Penalty: 4406.560547
	Iteration 64Q: 3 clusters Score -859109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -859111.437500 Penalty: 4406.560547
	Iteration 65Q: 3 clusters Score -859111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -859112.312500 Penalty: 4406.560547
	Iteration 66Q: 3 clusters Score -859112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -859114.062500 Penalty: 4406.560547
	Iteration 67Q: 3 clusters Score -859114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -859114.125000 Penalty: 4406.560547
	Iteration 68Q: 3 clusters Score -859114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -859114.625000 Penalty: 4406.560547
	Iteration 69Q: 3 clusters Score -859114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -859116.250000 Penalty: 4406.560547
	Iteration 70Q: 3 clusters Score -859116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -859117.437500 Penalty: 4406.560547
	Iteration 71Q: 3 clusters Score -859117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -859118.250000 Penalty: 4406.560547
	Iteration 72Q: 3 clusters Score -859118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -859118.875000 Penalty: 4406.560547
	Iteration 73Q: 3 clusters Score -859118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -859118.875000 Penalty: 4406.560547
	Iteration 74F: 3 clusters Score -859118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Entering Unmasked Estep 
Score: -1962137.500000 Penalty: 2423.868652
	Iteration 0F: 2 clusters Score -1962138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1949586.250000 Penalty: 4847.737305
	Iteration 0F: 3 clusters Score -1949586 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1953811.625000 Penalty: 4847.737305
	Iteration 1F: 3 clusters Score -1953812 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1954538.750000 Penalty: 4847.737305
	Iteration 2F: 3 clusters Score -1954539 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1955264.625000 Penalty: 4847.737305
	Iteration 3F: 3 clusters Score -1955265 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1955878.375000 Penalty: 4847.737305
	Iteration 4F: 3 clusters Score -1955878 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1956470.125000 Penalty: 4847.737305
	Iteration 5F: 3 clusters Score -1956470 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1957032.375000 Penalty: 4847.737305
	Iteration 6F: 3 clusters Score -1957032 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1957554.375000 Penalty: 4847.737305
	Iteration 7Q: 3 clusters Score -1957554 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1957995.750000 Penalty: 4847.737305
	Iteration 8Q: 3 clusters Score -1957996 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1958355.750000 Penalty: 4847.737305
	Iteration 9Q: 3 clusters Score -1958356 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1958654.500000 Penalty: 4847.737305
	Iteration 10Q: 3 clusters Score -1958654 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1958869.375000 Penalty: 4847.737305
	Iteration 11Q: 3 clusters Score -1958869 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1959030.000000 Penalty: 4847.737305
	Iteration 12Q: 3 clusters Score -1959030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1959147.000000 Penalty: 4847.737305
	Iteration 13Q: 3 clusters Score -1959147 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1959250.625000 Penalty: 4847.737305
	Iteration 14Q: 3 clusters Score -1959251 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1959332.500000 Penalty: 4847.737305
	Iteration 15Q: 3 clusters Score -1959332 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1959402.625000 Penalty: 4847.737305
	Iteration 16Q: 3 clusters Score -1959403 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1959475.750000 Penalty: 4847.737305
	Iteration 17Q: 3 clusters Score -1959476 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1959546.500000 Penalty: 4847.737305
	Iteration 18Q: 3 clusters Score -1959546 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1959611.125000 Penalty: 4847.737305
	Iteration 19Q: 3 clusters Score -1959611 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1959678.750000 Penalty: 4847.737305
	Iteration 20F: 3 clusters Score -1959679 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1959728.000000 Penalty: 4847.737305
	Iteration 21Q: 3 clusters Score -1959728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1959792.875000 Penalty: 4847.737305
	Iteration 22Q: 3 clusters Score -1959793 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1959859.250000 Penalty: 4847.737305
	Iteration 23Q: 3 clusters Score -1959859 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1959912.500000 Penalty: 4847.737305
	Iteration 24Q: 3 clusters Score -1959912 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1959986.375000 Penalty: 4847.737305
	Iteration 25Q: 3 clusters Score -1959986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1960072.875000 Penalty: 4847.737305
	Iteration 26Q: 3 clusters Score -1960073 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1960135.500000 Penalty: 4847.737305
	Iteration 27Q: 3 clusters Score -1960136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1960195.625000 Penalty: 4847.737305
	Iteration 28Q: 3 clusters Score -1960196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1960249.500000 Penalty: 4847.737305
	Iteration 29Q: 3 clusters Score -1960250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1960289.625000 Penalty: 4847.737305
	Iteration 30Q: 3 clusters Score -1960290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1960331.750000 Penalty: 4847.737305
	Iteration 31Q: 3 clusters Score -1960332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1960374.125000 Penalty: 4847.737305
	Iteration 32Q: 3 clusters Score -1960374 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1960409.750000 Penalty: 4847.737305
	Iteration 33Q: 3 clusters Score -1960410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1960438.625000 Penalty: 4847.737305
	Iteration 34Q: 3 clusters Score -1960439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1960470.750000 Penalty: 4847.737305
	Iteration 35Q: 3 clusters Score -1960471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1960506.500000 Penalty: 4847.737305
	Iteration 36Q: 3 clusters Score -1960506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1960537.750000 Penalty: 4847.737305
	Iteration 37Q: 3 clusters Score -1960538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1960574.375000 Penalty: 4847.737305
	Iteration 38Q: 3 clusters Score -1960574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1960594.500000 Penalty: 4847.737305
	Iteration 39Q: 3 clusters Score -1960594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1960619.875000 Penalty: 4847.737305
	Iteration 40F: 3 clusters Score -1960620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1960637.875000 Penalty: 4847.737305
	Iteration 41Q: 3 clusters Score -1960638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1960651.500000 Penalty: 4847.737305
	Iteration 42Q: 3 clusters Score -1960652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1960659.250000 Penalty: 4847.737305
	Iteration 43Q: 3 clusters Score -1960659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1960671.625000 Penalty: 4847.737305
	Iteration 44Q: 3 clusters Score -1960672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1960687.000000 Penalty: 4847.737305
	Iteration 45Q: 3 clusters Score -1960687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1960701.375000 Penalty: 4847.737305
	Iteration 46Q: 3 clusters Score -1960701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1960705.500000 Penalty: 4847.737305
	Iteration 47Q: 3 clusters Score -1960706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1960716.750000 Penalty: 4847.737305
	Iteration 48Q: 3 clusters Score -1960717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1960725.375000 Penalty: 4847.737305
	Iteration 49Q: 3 clusters Score -1960725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1960734.375000 Penalty: 4847.737305
	Iteration 50Q: 3 clusters Score -1960734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1960742.125000 Penalty: 4847.737305
	Iteration 51Q: 3 clusters Score -1960742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1960750.000000 Penalty: 4847.737305
	Iteration 52Q: 3 clusters Score -1960750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1960754.250000 Penalty: 4847.737305
	Iteration 53Q: 3 clusters Score -1960754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1960755.750000 Penalty: 4847.737305
	Iteration 54Q: 3 clusters Score -1960756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1960758.625000 Penalty: 4847.737305
	Iteration 55Q: 3 clusters Score -1960759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1960758.250000 Penalty: 4847.737305
	Iteration 56Q: 3 clusters Score -1960758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1960758.375000 Penalty: 4847.737305
	Iteration 57Q: 3 clusters Score -1960758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1960757.750000 Penalty: 4847.737305
	Iteration 58Q: 3 clusters Score -1960758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1960757.750000 Penalty: 4847.737305
	Iteration 59F: 3 clusters Score -1960758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Entering Unmasked Estep 
Score: -3602607.250000 Penalty: 2568.814697
	Iteration 0F: 2 clusters Score -3602607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3580952.750000 Penalty: 5137.629395
	Iteration 0F: 3 clusters Score -3580953 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3588634.250000 Penalty: 5137.629395
	Iteration 1F: 3 clusters Score -3588634 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3589285.000000 Penalty: 5137.629395
	Iteration 2F: 3 clusters Score -3589285 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3589816.500000 Penalty: 5137.629395
	Iteration 3Q: 3 clusters Score -3589816 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3590364.000000 Penalty: 5137.629395
	Iteration 4Q: 3 clusters Score -3590364 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3590945.500000 Penalty: 5137.629395
	Iteration 5Q: 3 clusters Score -3590946 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3591580.500000 Penalty: 5137.629395
	Iteration 6Q: 3 clusters Score -3591580 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3592217.250000 Penalty: 5137.629395
	Iteration 7Q: 3 clusters Score -3592217 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3592852.500000 Penalty: 5137.629395
	Iteration 8Q: 3 clusters Score -3592852 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3593502.250000 Penalty: 5137.629395
	Iteration 9Q: 3 clusters Score -3593502 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3594090.000000 Penalty: 5137.629395
	Iteration 10Q: 3 clusters Score -3594090 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3594644.500000 Penalty: 5137.629395
	Iteration 11Q: 3 clusters Score -3594644 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3595221.000000 Penalty: 5137.629395
	Iteration 12Q: 3 clusters Score -3595221 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3595837.500000 Penalty: 5137.629395
	Iteration 13Q: 3 clusters Score -3595838 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3596537.250000 Penalty: 5137.629395
	Iteration 14Q: 3 clusters Score -3596537 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3597357.250000 Penalty: 5137.629395
	Iteration 15Q: 3 clusters Score -3597357 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3598241.500000 Penalty: 5137.629395
	Iteration 16Q: 3 clusters Score -3598242 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3598997.250000 Penalty: 5137.629395
	Iteration 17Q: 3 clusters Score -3598997 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3599591.500000 Penalty: 5137.629395
	Iteration 18Q: 3 clusters Score -3599592 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3599981.500000 Penalty: 5137.629395
	Iteration 19Q: 3 clusters Score -3599982 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3600268.250000 Penalty: 5137.629395
	Iteration 20F: 3 clusters Score -3600268 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3600459.500000 Penalty: 5137.629395
	Iteration 21Q: 3 clusters Score -3600460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3600586.250000 Penalty: 5137.629395
	Iteration 22Q: 3 clusters Score -3600586 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3600664.000000 Penalty: 5137.629395
	Iteration 23Q: 3 clusters Score -3600664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3600741.250000 Penalty: 5137.629395
	Iteration 24Q: 3 clusters Score -3600741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3600797.250000 Penalty: 5137.629395
	Iteration 25Q: 3 clusters Score -3600797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3600848.250000 Penalty: 5137.629395
	Iteration 26Q: 3 clusters Score -3600848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3600894.250000 Penalty: 5137.629395
	Iteration 27Q: 3 clusters Score -3600894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3600943.500000 Penalty: 5137.629395
	Iteration 28Q: 3 clusters Score -3600944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3600977.500000 Penalty: 5137.629395
	Iteration 29Q: 3 clusters Score -3600978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -3601020.750000 Penalty: 5137.629395
	Iteration 30Q: 3 clusters Score -3601021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -3601066.500000 Penalty: 5137.629395
	Iteration 31Q: 3 clusters Score -3601066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3601121.250000 Penalty: 5137.629395
	Iteration 32Q: 3 clusters Score -3601121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3601159.500000 Penalty: 5137.629395
	Iteration 33Q: 3 clusters Score -3601160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3601197.000000 Penalty: 5137.629395
	Iteration 34Q: 3 clusters Score -3601197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3601205.500000 Penalty: 5137.629395
	Iteration 35Q: 3 clusters Score -3601206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3601218.500000 Penalty: 5137.629395
	Iteration 36Q: 3 clusters Score -3601218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3601226.000000 Penalty: 5137.629395
	Iteration 37Q: 3 clusters Score -3601226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3601228.500000 Penalty: 5137.629395
	Iteration 38Q: 3 clusters Score -3601228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3601238.000000 Penalty: 5137.629395
	Iteration 39Q: 3 clusters Score -3601238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -3601241.000000 Penalty: 5137.629395
	Iteration 40F: 3 clusters Score -3601241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3601245.250000 Penalty: 5137.629395
	Iteration 41Q: 3 clusters Score -3601245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3601245.750000 Penalty: 5137.629395
	Iteration 42Q: 3 clusters Score -3601246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3601245.750000 Penalty: 5137.629395
	Iteration 43F: 3 clusters Score -3601246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (173347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173347 members 
Entering Unmasked Estep 
Score: -20776528.000000 Penalty: 2991.636475
	Iteration 0F: 2 clusters Score -2.077653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -20662436.000000 Penalty: 5983.272949
	Iteration 0F: 3 clusters Score -2.066244e+07 nChanged 83242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -20711138.000000 Penalty: 5983.272949
	Iteration 1F: 3 clusters Score -2.071114e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -20712316.000000 Penalty: 5983.272949
	Iteration 2Q: 3 clusters Score -2.071232e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -20713652.000000 Penalty: 5983.272949
	Iteration 3Q: 3 clusters Score -2.071365e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -20715390.000000 Penalty: 5983.272949
	Iteration 4Q: 3 clusters Score -2.071539e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -20717604.000000 Penalty: 5983.272949
	Iteration 5Q: 3 clusters Score -2.07176e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -20720426.000000 Penalty: 5983.272949
	Iteration 6Q: 3 clusters Score -2.072043e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -20724704.000000 Penalty: 5983.272949
	Iteration 7Q: 3 clusters Score -2.07247e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -20730494.000000 Penalty: 5983.272949
	Iteration 8F: 3 clusters Score -2.073049e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -20737636.000000 Penalty: 5983.272949
	Iteration 9F: 3 clusters Score -2.073764e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 131589 members 
Entering Unmasked Estep 
Score: -20745136.000000 Penalty: 5983.272949
	Iteration 10F: 3 clusters Score -2.074514e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 141280 members 
Entering Unmasked Estep 
Score: -20752472.000000 Penalty: 5983.272949
	Iteration 11F: 3 clusters Score -2.075247e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -20758946.000000 Penalty: 5983.272949
	Iteration 12F: 3 clusters Score -2.075895e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 157531 members 
Entering Unmasked Estep 
Score: -20764468.000000 Penalty: 5983.272949
	Iteration 13Q: 3 clusters Score -2.076447e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -20768496.000000 Penalty: 5983.272949
	Iteration 14Q: 3 clusters Score -2.07685e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 167607 members 
Entering Unmasked Estep 
Score: -20771102.000000 Penalty: 5983.272949
	Iteration 15Q: 3 clusters Score -2.07711e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -20772752.000000 Penalty: 5983.272949
	Iteration 16Q: 3 clusters Score -2.077275e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 171338 members 
Entering Unmasked Estep 
Score: -20773428.000000 Penalty: 5983.272949
	Iteration 17Q: 3 clusters Score -2.077343e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -20773802.000000 Penalty: 5983.272949
	Iteration 18Q: 3 clusters Score -2.07738e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -20774004.000000 Penalty: 5983.272949
	Iteration 19Q: 3 clusters Score -2.0774e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
Score: -20774164.000000 Penalty: 5983.272949
	Iteration 20F: 3 clusters Score -2.077416e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -20774272.000000 Penalty: 5983.272949
	Iteration 21Q: 3 clusters Score -2.077427e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -20774306.000000 Penalty: 5983.272949
	Iteration 22Q: 3 clusters Score -2.077431e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -20774358.000000 Penalty: 5983.272949
	Iteration 23Q: 3 clusters Score -2.077436e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -20774380.000000 Penalty: 5983.272949
	Iteration 24Q: 3 clusters Score -2.077438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -20774450.000000 Penalty: 5983.272949
	Iteration 25Q: 3 clusters Score -2.077445e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -20774484.000000 Penalty: 5983.272949
	Iteration 26Q: 3 clusters Score -2.077448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -20774530.000000 Penalty: 5983.272949
	Iteration 27Q: 3 clusters Score -2.077453e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 172724 members 
Entering Unmasked Estep 
Score: -20774592.000000 Penalty: 5983.272949
	Iteration 28Q: 3 clusters Score -2.077459e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -20774640.000000 Penalty: 5983.272949
	Iteration 29Q: 3 clusters Score -2.077464e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -20774698.000000 Penalty: 5983.272949
	Iteration 30Q: 3 clusters Score -2.07747e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -20774716.000000 Penalty: 5983.272949
	Iteration 31Q: 3 clusters Score -2.077472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 172722 members 
Entering Unmasked Estep 
Score: -20774712.000000 Penalty: 5983.272949
	Iteration 32Q: 3 clusters Score -2.077471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -20774728.000000 Penalty: 5983.272949
	Iteration 33Q: 3 clusters Score -2.077473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -20774760.000000 Penalty: 5983.272949
	Iteration 34Q: 3 clusters Score -2.077476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -20774784.000000 Penalty: 5983.272949
	Iteration 35Q: 3 clusters Score -2.077478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 172718 members 
Entering Unmasked Estep 
Score: -20774788.000000 Penalty: 5983.272949
	Iteration 36Q: 3 clusters Score -2.077479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -20774796.000000 Penalty: 5983.272949
	Iteration 37Q: 3 clusters Score -2.07748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -20774788.000000 Penalty: 5983.272949
	Iteration 38Q: 3 clusters Score -2.077479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -20774802.000000 Penalty: 5983.272949
	Iteration 39Q: 3 clusters Score -2.07748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -20774852.000000 Penalty: 5983.272949
	Iteration 40F: 3 clusters Score -2.077485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -20774866.000000 Penalty: 5983.272949
	Iteration 41Q: 3 clusters Score -2.077487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 172641 members 
Entering Unmasked Estep 
Score: -20774890.000000 Penalty: 5983.272949
	Iteration 42Q: 3 clusters Score -2.077489e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 172623 members 
Entering Unmasked Estep 
Score: -20774908.000000 Penalty: 5983.272949
	Iteration 43Q: 3 clusters Score -2.077491e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 172596 members 
Entering Unmasked Estep 
Score: -20774958.000000 Penalty: 5983.272949
	Iteration 44Q: 3 clusters Score -2.077496e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -20774974.000000 Penalty: 5983.272949
	Iteration 45Q: 3 clusters Score -2.077497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 172551 members 
Entering Unmasked Estep 
Score: -20774982.000000 Penalty: 5983.272949
	Iteration 46Q: 3 clusters Score -2.077498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 172532 members 
Entering Unmasked Estep 
Score: -20774998.000000 Penalty: 5983.272949
	Iteration 47Q: 3 clusters Score -2.0775e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 172518 members 
Entering Unmasked Estep 
Score: -20775042.000000 Penalty: 5983.272949
	Iteration 48Q: 3 clusters Score -2.077504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 172500 members 
Entering Unmasked Estep 
Score: -20775070.000000 Penalty: 5983.272949
	Iteration 49Q: 3 clusters Score -2.077507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -20775086.000000 Penalty: 5983.272949
	Iteration 50Q: 3 clusters Score -2.077509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 172459 members 
Entering Unmasked Estep 
Score: -20775084.000000 Penalty: 5983.272949
	Iteration 51Q: 3 clusters Score -2.077508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -20775108.000000 Penalty: 5983.272949
	Iteration 52Q: 3 clusters Score -2.077511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -20775104.000000 Penalty: 5983.272949
	Iteration 53Q: 3 clusters Score -2.07751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 172426 members 
Entering Unmasked Estep 
Score: -20775130.000000 Penalty: 5983.272949
	Iteration 54Q: 3 clusters Score -2.077513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -20775132.000000 Penalty: 5983.272949
	Iteration 55Q: 3 clusters Score -2.077513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 172422 members 
Entering Unmasked Estep 
Score: -20775136.000000 Penalty: 5983.272949
	Iteration 56Q: 3 clusters Score -2.077514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -20775122.000000 Penalty: 5983.272949
	Iteration 57Q: 3 clusters Score -2.077512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -20775132.000000 Penalty: 5983.272949
	Iteration 58Q: 3 clusters Score -2.077513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 172416 members 
Entering Unmasked Estep 
Score: -20775140.000000 Penalty: 5983.272949
	Iteration 59Q: 3 clusters Score -2.077514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 172416 members 
Entering Unmasked Estep 
Score: -20775144.000000 Penalty: 5983.272949
	Iteration 60F: 3 clusters Score -2.077514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 172412 members 
Entering Unmasked Estep 
Score: -20775146.000000 Penalty: 5983.272949
	Iteration 61Q: 3 clusters Score -2.077515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 172410 members 
Entering Unmasked Estep 
Score: -20775162.000000 Penalty: 5983.272949
	Iteration 62Q: 3 clusters Score -2.077516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 172403 members 
Entering Unmasked Estep 
Score: -20775178.000000 Penalty: 5983.272949
	Iteration 63Q: 3 clusters Score -2.077518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 172396 members 
Entering Unmasked Estep 
Score: -20775180.000000 Penalty: 5983.272949
	Iteration 64Q: 3 clusters Score -2.077518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 172386 members 
Entering Unmasked Estep 
Score: -20775172.000000 Penalty: 5983.272949
	Iteration 65Q: 3 clusters Score -2.077517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -20775172.000000 Penalty: 5983.272949
	Iteration 66Q: 3 clusters Score -2.077517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 172366 members 
Entering Unmasked Estep 
Score: -20775180.000000 Penalty: 5983.272949
	Iteration 67Q: 3 clusters Score -2.077518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 172355 members 
Entering Unmasked Estep 
Score: -20775196.000000 Penalty: 5983.272949
	Iteration 68Q: 3 clusters Score -2.07752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 172342 members 
Entering Unmasked Estep 
Score: -20775224.000000 Penalty: 5983.272949
	Iteration 69Q: 3 clusters Score -2.077522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 172326 members 
Entering Unmasked Estep 
Score: -20775226.000000 Penalty: 5983.272949
	Iteration 70Q: 3 clusters Score -2.077523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 172315 members 
Entering Unmasked Estep 
Score: -20775232.000000 Penalty: 5983.272949
	Iteration 71Q: 3 clusters Score -2.077523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 172309 members 
Entering Unmasked Estep 
Score: -20775232.000000 Penalty: 5983.272949
	Iteration 72Q: 3 clusters Score -2.077523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -20775242.000000 Penalty: 5983.272949
	Iteration 73Q: 3 clusters Score -2.077524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -20775232.000000 Penalty: 5983.272949
	Iteration 74Q: 3 clusters Score -2.077523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 172294 members 
Entering Unmasked Estep 
Score: -20775240.000000 Penalty: 5983.272949
	Iteration 75Q: 3 clusters Score -2.077524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -20775232.000000 Penalty: 5983.272949
	Iteration 76Q: 3 clusters Score -2.077523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 172283 members 
Entering Unmasked Estep 
Score: -20775218.000000 Penalty: 5983.272949
	Iteration 77Q: 3 clusters Score -2.077522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 172279 members 
Entering Unmasked Estep 
Score: -20775218.000000 Penalty: 5983.272949
	Iteration 78Q: 3 clusters Score -2.077522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -20775234.000000 Penalty: 5983.272949
	Iteration 79Q: 3 clusters Score -2.077523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 172273 members 
Entering Unmasked Estep 
Score: -20775232.000000 Penalty: 5983.272949
	Iteration 80F: 3 clusters Score -2.077523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 172271 members 
Entering Unmasked Estep 
Score: -20775220.000000 Penalty: 5983.272949
	Iteration 81Q: 3 clusters Score -2.077522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -20775216.000000 Penalty: 5983.272949
	Iteration 82Q: 3 clusters Score -2.077522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -20775216.000000 Penalty: 5983.272949
	Iteration 83F: 3 clusters Score -2.077522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166050 members 
Entering Unmasked Estep 
Score: -19577752.000000 Penalty: 2980.970947
	Iteration 0F: 2 clusters Score -1.957775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -19468534.000000 Penalty: 5961.941895
	Iteration 0F: 3 clusters Score -1.946853e+07 nChanged 79290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -19514370.000000 Penalty: 5961.941895
	Iteration 1F: 3 clusters Score -1.951437e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -19515398.000000 Penalty: 5961.941895
	Iteration 2Q: 3 clusters Score -1.95154e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -19516788.000000 Penalty: 5961.941895
	Iteration 3Q: 3 clusters Score -1.951679e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -19518766.000000 Penalty: 5961.941895
	Iteration 4Q: 3 clusters Score -1.951877e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -19521960.000000 Penalty: 5961.941895
	Iteration 5Q: 3 clusters Score -1.952196e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -19527166.000000 Penalty: 5961.941895
	Iteration 6F: 3 clusters Score -1.952717e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -19535020.000000 Penalty: 5961.941895
	Iteration 7F: 3 clusters Score -1.953502e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129021 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -19544938.000000 Penalty: 5961.941895
	Iteration 8F: 3 clusters Score -1.954494e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -19555890.000000 Penalty: 5961.941895
	Iteration 9F: 3 clusters Score -1.955589e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -19565256.000000 Penalty: 5961.941895
	Iteration 10F: 3 clusters Score -1.956526e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -19570736.000000 Penalty: 5961.941895
	Iteration 11Q: 3 clusters Score -1.957074e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162857 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -19573386.000000 Penalty: 5961.941895
	Iteration 12Q: 3 clusters Score -1.957339e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19574394.000000 Penalty: 5961.941895
	Iteration 13Q: 3 clusters Score -1.957439e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19574816.000000 Penalty: 5961.941895
	Iteration 14Q: 3 clusters Score -1.957482e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165300 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19574968.000000 Penalty: 5961.941895
	Iteration 15Q: 3 clusters Score -1.957497e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165422 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -19575072.000000 Penalty: 5961.941895
	Iteration 16Q: 3 clusters Score -1.957507e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165474 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -19575130.000000 Penalty: 5961.941895
	Iteration 17Q: 3 clusters Score -1.957513e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19575188.000000 Penalty: 5961.941895
	Iteration 18Q: 3 clusters Score -1.957519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -19575242.000000 Penalty: 5961.941895
	Iteration 19Q: 3 clusters Score -1.957524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19575258.000000 Penalty: 5961.941895
	Iteration 20F: 3 clusters Score -1.957526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19575304.000000 Penalty: 5961.941895
	Iteration 21Q: 3 clusters Score -1.95753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19575310.000000 Penalty: 5961.941895
	Iteration 22Q: 3 clusters Score -1.957531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19575328.000000 Penalty: 5961.941895
	Iteration 23Q: 3 clusters Score -1.957533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165605 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19575326.000000 Penalty: 5961.941895
	Iteration 24Q: 3 clusters Score -1.957533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165606 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19575340.000000 Penalty: 5961.941895
	Iteration 25Q: 3 clusters Score -1.957534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19575344.000000 Penalty: 5961.941895
	Iteration 26Q: 3 clusters Score -1.957534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165611 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19575346.000000 Penalty: 5961.941895
	Iteration 27Q: 3 clusters Score -1.957535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165612 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19575350.000000 Penalty: 5961.941895
	Iteration 28Q: 3 clusters Score -1.957535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19575358.000000 Penalty: 5961.941895
	Iteration 29Q: 3 clusters Score -1.957536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19575358.000000 Penalty: 5961.941895
	Iteration 30F: 3 clusters Score -1.957536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Entering Unmasked Estep 
Score: -8583416.000000 Penalty: 2771.275391
	Iteration 0F: 2 clusters Score -8583416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -8535717.000000 Penalty: 5542.550781
	Iteration 0F: 3 clusters Score -8535717 nChanged 33329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -8554516.000000 Penalty: 5542.550781
	Iteration 1F: 3 clusters Score -8554516 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -8555286.000000 Penalty: 5542.550781
	Iteration 2Q: 3 clusters Score -8555286 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -8556190.000000 Penalty: 5542.550781
	Iteration 3Q: 3 clusters Score -8556190 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8557246.000000 Penalty: 5542.550781
	Iteration 4Q: 3 clusters Score -8557246 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -8558581.000000 Penalty: 5542.550781
	Iteration 5Q: 3 clusters Score -8558581 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -8560027.000000 Penalty: 5542.550781
	Iteration 6Q: 3 clusters Score -8560027 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8561819.000000 Penalty: 5542.550781
	Iteration 7Q: 3 clusters Score -8561819 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -8563971.000000 Penalty: 5542.550781
	Iteration 8F: 3 clusters Score -8563971 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8566320.000000 Penalty: 5542.550781
	Iteration 9F: 3 clusters Score -8566320 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -8568735.000000 Penalty: 5542.550781
	Iteration 10F: 3 clusters Score -8568735 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -8570793.000000 Penalty: 5542.550781
	Iteration 11Q: 3 clusters Score -8570793 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -8572565.000000 Penalty: 5542.550781
	Iteration 12Q: 3 clusters Score -8572565 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -8574029.000000 Penalty: 5542.550781
	Iteration 13Q: 3 clusters Score -8574029 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -8575204.000000 Penalty: 5542.550781
	Iteration 14Q: 3 clusters Score -8575204 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -8576093.000000 Penalty: 5542.550781
	Iteration 15Q: 3 clusters Score -8576093 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -8576957.000000 Penalty: 5542.550781
	Iteration 16Q: 3 clusters Score -8576957 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8577677.000000 Penalty: 5542.550781
	Iteration 17Q: 3 clusters Score -8577677 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -8578305.000000 Penalty: 5542.550781
	Iteration 18Q: 3 clusters Score -8578305 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -8578871.000000 Penalty: 5542.550781
	Iteration 19Q: 3 clusters Score -8578871 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -8579245.000000 Penalty: 5542.550781
	Iteration 20F: 3 clusters Score -8579245 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -8579576.000000 Penalty: 5542.550781
	Iteration 21Q: 3 clusters Score -8579576 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -8579889.000000 Penalty: 5542.550781
	Iteration 22Q: 3 clusters Score -8579889 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -8580071.000000 Penalty: 5542.550781
	Iteration 23Q: 3 clusters Score -8580071 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -8580294.000000 Penalty: 5542.550781
	Iteration 24Q: 3 clusters Score -8580294 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -8580477.000000 Penalty: 5542.550781
	Iteration 25Q: 3 clusters Score -8580477 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -8580614.000000 Penalty: 5542.550781
	Iteration 26Q: 3 clusters Score -8580614 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -8580708.000000 Penalty: 5542.550781
	Iteration 27Q: 3 clusters Score -8580708 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -8580796.000000 Penalty: 5542.550781
	Iteration 28Q: 3 clusters Score -8580796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -8580852.000000 Penalty: 5542.550781
	Iteration 29Q: 3 clusters Score -8580852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -8580894.000000 Penalty: 5542.550781
	Iteration 30Q: 3 clusters Score -8580894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -8580928.000000 Penalty: 5542.550781
	Iteration 31Q: 3 clusters Score -8580928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -8580951.000000 Penalty: 5542.550781
	Iteration 32Q: 3 clusters Score -8580951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -8580993.000000 Penalty: 5542.550781
	Iteration 33Q: 3 clusters Score -8580993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -8581015.000000 Penalty: 5542.550781
	Iteration 34Q: 3 clusters Score -8581015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -8581024.000000 Penalty: 5542.550781
	Iteration 35Q: 3 clusters Score -8581024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -8581031.000000 Penalty: 5542.550781
	Iteration 36Q: 3 clusters Score -8581031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -8581039.000000 Penalty: 5542.550781
	Iteration 37Q: 3 clusters Score -8581039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -8581046.000000 Penalty: 5542.550781
	Iteration 38Q: 3 clusters Score -8581046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -8581061.000000 Penalty: 5542.550781
	Iteration 39Q: 3 clusters Score -8581061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -8581081.000000 Penalty: 5542.550781
	Iteration 40F: 3 clusters Score -8581081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -8581087.000000 Penalty: 5542.550781
	Iteration 41Q: 3 clusters Score -8581087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -8581088.000000 Penalty: 5542.550781
	Iteration 42Q: 3 clusters Score -8581088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -8581094.000000 Penalty: 5542.550781
	Iteration 43Q: 3 clusters Score -8581094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -8581092.000000 Penalty: 5542.550781
	Iteration 44Q: 3 clusters Score -8581092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -8581090.000000 Penalty: 5542.550781
	Iteration 45Q: 3 clusters Score -8581090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -8581089.000000 Penalty: 5542.550781
	Iteration 46Q: 3 clusters Score -8581089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -8581089.000000 Penalty: 5542.550781
	Iteration 47Q: 3 clusters Score -8581089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -8581094.000000 Penalty: 5542.550781
	Iteration 48Q: 3 clusters Score -8581094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -8581102.000000 Penalty: 5542.550781
	Iteration 49Q: 3 clusters Score -8581102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -8581101.000000 Penalty: 5542.550781
	Iteration 50Q: 3 clusters Score -8581101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -8581096.000000 Penalty: 5542.550781
	Iteration 51Q: 3 clusters Score -8581096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -8581093.000000 Penalty: 5542.550781
	Iteration 52Q: 3 clusters Score -8581093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -8581093.000000 Penalty: 5542.550781
	Iteration 53F: 3 clusters Score -8581093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Entering Unmasked Estep 
Score: -3233602.750000 Penalty: 2549.466553
	Iteration 0F: 2 clusters Score -3233603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3213665.500000 Penalty: 5098.933105
	Iteration 0F: 3 clusters Score -3213666 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3221055.000000 Penalty: 5098.933105
	Iteration 1F: 3 clusters Score -3221055 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3222299.000000 Penalty: 5098.933105
	Iteration 2F: 3 clusters Score -3222299 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3223861.000000 Penalty: 5098.933105
	Iteration 3F: 3 clusters Score -3223861 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3225510.250000 Penalty: 5098.933105
	Iteration 4F: 3 clusters Score -3225510 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3227014.750000 Penalty: 5098.933105
	Iteration 5F: 3 clusters Score -3227015 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3228214.500000 Penalty: 5098.933105
	Iteration 6F: 3 clusters Score -3228214 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3229050.000000 Penalty: 5098.933105
	Iteration 7F: 3 clusters Score -3229050 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3229705.750000 Penalty: 5098.933105
	Iteration 8Q: 3 clusters Score -3229706 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3230252.250000 Penalty: 5098.933105
	Iteration 9Q: 3 clusters Score -3230252 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3230719.250000 Penalty: 5098.933105
	Iteration 10Q: 3 clusters Score -3230719 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3231164.250000 Penalty: 5098.933105
	Iteration 11Q: 3 clusters Score -3231164 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3231582.250000 Penalty: 5098.933105
	Iteration 12Q: 3 clusters Score -3231582 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3231937.500000 Penalty: 5098.933105
	Iteration 13Q: 3 clusters Score -3231938 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3232310.750000 Penalty: 5098.933105
	Iteration 14Q: 3 clusters Score -3232311 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3232683.250000 Penalty: 5098.933105
	Iteration 15Q: 3 clusters Score -3232683 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3233056.000000 Penalty: 5098.933105
	Iteration 16Q: 3 clusters Score -3233056 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3233387.000000 Penalty: 5098.933105
	Iteration 17Q: 3 clusters Score -3233387 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3233656.500000 Penalty: 5098.933105
	Iteration 18Q: 3 clusters Score -3233656 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3233873.250000 Penalty: 5098.933105
	Iteration 19Q: 3 clusters Score -3233873 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3233996.750000 Penalty: 5098.933105
	Iteration 20F: 3 clusters Score -3233997 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3234082.750000 Penalty: 5098.933105
	Iteration 21Q: 3 clusters Score -3234083 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3234122.750000 Penalty: 5098.933105
	Iteration 22Q: 3 clusters Score -3234123 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3234171.750000 Penalty: 5098.933105
	Iteration 23Q: 3 clusters Score -3234172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3234197.500000 Penalty: 5098.933105
	Iteration 24Q: 3 clusters Score -3234198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3234244.250000 Penalty: 5098.933105
	Iteration 25Q: 3 clusters Score -3234244 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3234271.250000 Penalty: 5098.933105
	Iteration 26Q: 3 clusters Score -3234271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3234298.000000 Penalty: 5098.933105
	Iteration 27Q: 3 clusters Score -3234298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3234320.250000 Penalty: 5098.933105
	Iteration 28Q: 3 clusters Score -3234320 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3234344.750000 Penalty: 5098.933105
	Iteration 29Q: 3 clusters Score -3234345 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3234356.500000 Penalty: 5098.933105
	Iteration 30Q: 3 clusters Score -3234356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3234373.500000 Penalty: 5098.933105
	Iteration 31Q: 3 clusters Score -3234374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3234400.500000 Penalty: 5098.933105
	Iteration 32Q: 3 clusters Score -3234400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3234400.750000 Penalty: 5098.933105
	Iteration 33Q: 3 clusters Score -3234401 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3234426.250000 Penalty: 5098.933105
	Iteration 34Q: 3 clusters Score -3234426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3234443.250000 Penalty: 5098.933105
	Iteration 35Q: 3 clusters Score -3234443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3234454.250000 Penalty: 5098.933105
	Iteration 36Q: 3 clusters Score -3234454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3234467.750000 Penalty: 5098.933105
	Iteration 37Q: 3 clusters Score -3234468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3234474.750000 Penalty: 5098.933105
	Iteration 38Q: 3 clusters Score -3234475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3234467.000000 Penalty: 5098.933105
	Iteration 39Q: 3 clusters Score -3234467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3234468.000000 Penalty: 5098.933105
	Iteration 40F: 3 clusters Score -3234468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3234460.500000 Penalty: 5098.933105
	Iteration 41Q: 3 clusters Score -3234460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3234470.750000 Penalty: 5098.933105
	Iteration 42Q: 3 clusters Score -3234471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3234473.500000 Penalty: 5098.933105
	Iteration 43Q: 3 clusters Score -3234474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -3234478.750000 Penalty: 5098.933105
	Iteration 44Q: 3 clusters Score -3234479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3234487.500000 Penalty: 5098.933105
	Iteration 45Q: 3 clusters Score -3234488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3234491.500000 Penalty: 5098.933105
	Iteration 46Q: 3 clusters Score -3234492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3234502.250000 Penalty: 5098.933105
	Iteration 47Q: 3 clusters Score -3234502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3234502.000000 Penalty: 5098.933105
	Iteration 48Q: 3 clusters Score -3234502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3234504.500000 Penalty: 5098.933105
	Iteration 49Q: 3 clusters Score -3234504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3234504.500000 Penalty: 5098.933105
	Iteration 50Q: 3 clusters Score -3234504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3234499.750000 Penalty: 5098.933105
	Iteration 51Q: 3 clusters Score -3234500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3234502.000000 Penalty: 5098.933105
	Iteration 52Q: 3 clusters Score -3234502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3234503.250000 Penalty: 5098.933105
	Iteration 53Q: 3 clusters Score -3234503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3234507.500000 Penalty: 5098.933105
	Iteration 54Q: 3 clusters Score -3234508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3234511.750000 Penalty: 5098.933105
	Iteration 55Q: 3 clusters Score -3234512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3234509.500000 Penalty: 5098.933105
	Iteration 56Q: 3 clusters Score -3234510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3234511.250000 Penalty: 5098.933105
	Iteration 57Q: 3 clusters Score -3234511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3234520.500000 Penalty: 5098.933105
	Iteration 58Q: 3 clusters Score -3234520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3234521.000000 Penalty: 5098.933105
	Iteration 59Q: 3 clusters Score -3234521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3234517.750000 Penalty: 5098.933105
	Iteration 60F: 3 clusters Score -3234518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3234522.750000 Penalty: 5098.933105
	Iteration 61Q: 3 clusters Score -3234523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3234518.000000 Penalty: 5098.933105
	Iteration 62Q: 3 clusters Score -3234518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3234523.250000 Penalty: 5098.933105
	Iteration 63Q: 3 clusters Score -3234523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3234528.500000 Penalty: 5098.933105
	Iteration 64Q: 3 clusters Score -3234528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3234528.750000 Penalty: 5098.933105
	Iteration 65Q: 3 clusters Score -3234529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3234526.250000 Penalty: 5098.933105
	Iteration 66Q: 3 clusters Score -3234526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3234533.250000 Penalty: 5098.933105
	Iteration 67Q: 3 clusters Score -3234533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3234538.750000 Penalty: 5098.933105
	Iteration 68Q: 3 clusters Score -3234539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3234530.000000 Penalty: 5098.933105
	Iteration 69Q: 3 clusters Score -3234530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3234540.000000 Penalty: 5098.933105
	Iteration 70Q: 3 clusters Score -3234540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3234539.250000 Penalty: 5098.933105
	Iteration 71Q: 3 clusters Score -3234539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3234544.500000 Penalty: 5098.933105
	Iteration 72Q: 3 clusters Score -3234544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3234541.000000 Penalty: 5098.933105
	Iteration 73Q: 3 clusters Score -3234541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3234545.250000 Penalty: 5098.933105
	Iteration 74Q: 3 clusters Score -3234545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3234545.500000 Penalty: 5098.933105
	Iteration 75Q: 3 clusters Score -3234546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3234546.000000 Penalty: 5098.933105
	Iteration 76Q: 3 clusters Score -3234546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3234552.500000 Penalty: 5098.933105
	Iteration 77Q: 3 clusters Score -3234552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3234549.500000 Penalty: 5098.933105
	Iteration 78Q: 3 clusters Score -3234550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3234557.500000 Penalty: 5098.933105
	Iteration 79Q: 3 clusters Score -3234558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3234561.250000 Penalty: 5098.933105
	Iteration 80F: 3 clusters Score -3234561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3234563.000000 Penalty: 5098.933105
	Iteration 81Q: 3 clusters Score -3234563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3234569.250000 Penalty: 5098.933105
	Iteration 82Q: 3 clusters Score -3234569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3234575.500000 Penalty: 5098.933105
	Iteration 83Q: 3 clusters Score -3234576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3234571.500000 Penalty: 5098.933105
	Iteration 84Q: 3 clusters Score -3234572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3234570.250000 Penalty: 5098.933105
	Iteration 85Q: 3 clusters Score -3234570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3234575.500000 Penalty: 5098.933105
	Iteration 86Q: 3 clusters Score -3234576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3234575.750000 Penalty: 5098.933105
	Iteration 87Q: 3 clusters Score -3234576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3234575.750000 Penalty: 5098.933105
	Iteration 88Q: 3 clusters Score -3234576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3234572.000000 Penalty: 5098.933105
	Iteration 89Q: 3 clusters Score -3234572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3234578.000000 Penalty: 5098.933105
	Iteration 90Q: 3 clusters Score -3234578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3234575.500000 Penalty: 5098.933105
	Iteration 91Q: 3 clusters Score -3234576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3234581.500000 Penalty: 5098.933105
	Iteration 92Q: 3 clusters Score -3234582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3234587.250000 Penalty: 5098.933105
	Iteration 93Q: 3 clusters Score -3234587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3234591.000000 Penalty: 5098.933105
	Iteration 94Q: 3 clusters Score -3234591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3234598.500000 Penalty: 5098.933105
	Iteration 95Q: 3 clusters Score -3234598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3234594.000000 Penalty: 5098.933105
	Iteration 96Q: 3 clusters Score -3234594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3234590.250000 Penalty: 5098.933105
	Iteration 97Q: 3 clusters Score -3234590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3234595.500000 Penalty: 5098.933105
	Iteration 98Q: 3 clusters Score -3234596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3234592.500000 Penalty: 5098.933105
	Iteration 99Q: 3 clusters Score -3234592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3234600.500000 Penalty: 5098.933105
	Iteration 100F: 3 clusters Score -3234600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3234601.500000 Penalty: 5098.933105
	Iteration 101Q: 3 clusters Score -3234602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3234603.750000 Penalty: 5098.933105
	Iteration 102Q: 3 clusters Score -3234604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3234609.250000 Penalty: 5098.933105
	Iteration 103Q: 3 clusters Score -3234609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3234613.500000 Penalty: 5098.933105
	Iteration 104Q: 3 clusters Score -3234614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3234620.750000 Penalty: 5098.933105
	Iteration 105Q: 3 clusters Score -3234621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3234621.750000 Penalty: 5098.933105
	Iteration 106Q: 3 clusters Score -3234622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3234628.500000 Penalty: 5098.933105
	Iteration 107Q: 3 clusters Score -3234628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3234625.250000 Penalty: 5098.933105
	Iteration 108Q: 3 clusters Score -3234625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3234633.250000 Penalty: 5098.933105
	Iteration 109Q: 3 clusters Score -3234633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3234635.500000 Penalty: 5098.933105
	Iteration 110Q: 3 clusters Score -3234636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3234634.000000 Penalty: 5098.933105
	Iteration 111Q: 3 clusters Score -3234634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3234629.500000 Penalty: 5098.933105
	Iteration 112Q: 3 clusters Score -3234630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3234630.750000 Penalty: 5098.933105
	Iteration 113Q: 3 clusters Score -3234631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3234631.000000 Penalty: 5098.933105
	Iteration 114Q: 3 clusters Score -3234631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3234628.250000 Penalty: 5098.933105
	Iteration 115Q: 3 clusters Score -3234628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3234630.250000 Penalty: 5098.933105
	Iteration 116Q: 3 clusters Score -3234630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3234632.000000 Penalty: 5098.933105
	Iteration 117Q: 3 clusters Score -3234632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3234629.500000 Penalty: 5098.933105
	Iteration 118Q: 3 clusters Score -3234630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3234627.750000 Penalty: 5098.933105
	Iteration 119Q: 3 clusters Score -3234628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3234627.750000 Penalty: 5098.933105
	Iteration 120F: 3 clusters Score -3234628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3234629.000000 Penalty: 5098.933105
	Iteration 121Q: 3 clusters Score -3234629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3234628.750000 Penalty: 5098.933105
	Iteration 122Q: 3 clusters Score -3234629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3234626.250000 Penalty: 5098.933105
	Iteration 123Q: 3 clusters Score -3234626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3234622.750000 Penalty: 5098.933105
	Iteration 124Q: 3 clusters Score -3234623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3234625.750000 Penalty: 5098.933105
	Iteration 125Q: 3 clusters Score -3234626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3234625.750000 Penalty: 5098.933105
	Iteration 126Q: 3 clusters Score -3234626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3234625.750000 Penalty: 5098.933105
	Iteration 127Q: 3 clusters Score -3234626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3234626.500000 Penalty: 5098.933105
	Iteration 128Q: 3 clusters Score -3234626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3234627.500000 Penalty: 5098.933105
	Iteration 129Q: 3 clusters Score -3234628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3234628.000000 Penalty: 5098.933105
	Iteration 130Q: 3 clusters Score -3234628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3234631.000000 Penalty: 5098.933105
	Iteration 131Q: 3 clusters Score -3234631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3234631.000000 Penalty: 5098.933105
	Iteration 132Q: 3 clusters Score -3234631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3234628.000000 Penalty: 5098.933105
	Iteration 133Q: 3 clusters Score -3234628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3234626.750000 Penalty: 5098.933105
	Iteration 134Q: 3 clusters Score -3234627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3234626.500000 Penalty: 5098.933105
	Iteration 135Q: 3 clusters Score -3234626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3234631.000000 Penalty: 5098.933105
	Iteration 136Q: 3 clusters Score -3234631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3234629.750000 Penalty: 5098.933105
	Iteration 137Q: 3 clusters Score -3234630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3234629.500000 Penalty: 5098.933105
	Iteration 138Q: 3 clusters Score -3234630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3234638.000000 Penalty: 5098.933105
	Iteration 139Q: 3 clusters Score -3234638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3234636.000000 Penalty: 5098.933105
	Iteration 140F: 3 clusters Score -3234636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3234636.000000 Penalty: 5098.933105
	Iteration 141Q: 3 clusters Score -3234636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3234637.000000 Penalty: 5098.933105
	Iteration 142Q: 3 clusters Score -3234637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3234638.000000 Penalty: 5098.933105
	Iteration 143Q: 3 clusters Score -3234638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3234631.750000 Penalty: 5098.933105
	Iteration 144Q: 3 clusters Score -3234632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3234636.500000 Penalty: 5098.933105
	Iteration 145Q: 3 clusters Score -3234636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3234637.250000 Penalty: 5098.933105
	Iteration 146Q: 3 clusters Score -3234637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3234641.500000 Penalty: 5098.933105
	Iteration 147Q: 3 clusters Score -3234642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3234644.500000 Penalty: 5098.933105
	Iteration 148Q: 3 clusters Score -3234644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3234642.000000 Penalty: 5098.933105
	Iteration 149Q: 3 clusters Score -3234642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3234645.250000 Penalty: 5098.933105
	Iteration 150Q: 3 clusters Score -3234645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3234655.250000 Penalty: 5098.933105
	Iteration 151Q: 3 clusters Score -3234655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3234660.250000 Penalty: 5098.933105
	Iteration 152Q: 3 clusters Score -3234660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3234660.000000 Penalty: 5098.933105
	Iteration 153Q: 3 clusters Score -3234660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3234668.750000 Penalty: 5098.933105
	Iteration 154Q: 3 clusters Score -3234669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3234672.000000 Penalty: 5098.933105
	Iteration 155Q: 3 clusters Score -3234672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3234668.750000 Penalty: 5098.933105
	Iteration 156Q: 3 clusters Score -3234669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3234668.750000 Penalty: 5098.933105
	Iteration 157Q: 3 clusters Score -3234669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3234668.750000 Penalty: 5098.933105
	Iteration 158Q: 3 clusters Score -3234669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3234667.500000 Penalty: 5098.933105
	Iteration 159Q: 3 clusters Score -3234668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3234672.250000 Penalty: 5098.933105
	Iteration 160F: 3 clusters Score -3234672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3234674.000000 Penalty: 5098.933105
	Iteration 161Q: 3 clusters Score -3234674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3234676.500000 Penalty: 5098.933105
	Iteration 162Q: 3 clusters Score -3234676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3234677.250000 Penalty: 5098.933105
	Iteration 163Q: 3 clusters Score -3234677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3234674.250000 Penalty: 5098.933105
	Iteration 164Q: 3 clusters Score -3234674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3234669.250000 Penalty: 5098.933105
	Iteration 165Q: 3 clusters Score -3234669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3234674.750000 Penalty: 5098.933105
	Iteration 166Q: 3 clusters Score -3234675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3234670.750000 Penalty: 5098.933105
	Iteration 167Q: 3 clusters Score -3234671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3234676.500000 Penalty: 5098.933105
	Iteration 168Q: 3 clusters Score -3234676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3234673.500000 Penalty: 5098.933105
	Iteration 169Q: 3 clusters Score -3234674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3234671.500000 Penalty: 5098.933105
	Iteration 170Q: 3 clusters Score -3234672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3234675.250000 Penalty: 5098.933105
	Iteration 171Q: 3 clusters Score -3234675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3234669.750000 Penalty: 5098.933105
	Iteration 172Q: 3 clusters Score -3234670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3234671.750000 Penalty: 5098.933105
	Iteration 173Q: 3 clusters Score -3234672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3234675.000000 Penalty: 5098.933105
	Iteration 174Q: 3 clusters Score -3234675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3234673.250000 Penalty: 5098.933105
	Iteration 175Q: 3 clusters Score -3234673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3234671.750000 Penalty: 5098.933105
	Iteration 176Q: 3 clusters Score -3234672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3234672.250000 Penalty: 5098.933105
	Iteration 177Q: 3 clusters Score -3234672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3234668.750000 Penalty: 5098.933105
	Iteration 178Q: 3 clusters Score -3234669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3234669.750000 Penalty: 5098.933105
	Iteration 179Q: 3 clusters Score -3234670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3234669.750000 Penalty: 5098.933105
	Iteration 180F: 3 clusters Score -3234670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 23745 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 8196 members 
Mstep: Class 34 contains 5402 members 
Entering Unmasked Estep 
Score: -205528240.000000 Penalty: 121378.507812
Splitting cluster 14 changes total score from -205528336.000000 to -205528240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (48462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Entering Unmasked Estep 
Score: -5666923.000000 Penalty: 2675.556641
	Iteration 0F: 2 clusters Score -5666923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5634266.000000 Penalty: 5351.113281
	Iteration 0F: 3 clusters Score -5634266 nChanged 22399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5647088.000000 Penalty: 5351.113281
	Iteration 1F: 3 clusters Score -5647088 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5647914.500000 Penalty: 5351.113281
	Iteration 2Q: 3 clusters Score -5647914 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5648842.000000 Penalty: 5351.113281
	Iteration 3Q: 3 clusters Score -5648842 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -5649999.000000 Penalty: 5351.113281
	Iteration 4Q: 3 clusters Score -5649999 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5651637.500000 Penalty: 5351.113281
	Iteration 5F: 3 clusters Score -5651638 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5653835.000000 Penalty: 5351.113281
	Iteration 6F: 3 clusters Score -5653835 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5656333.000000 Penalty: 5351.113281
	Iteration 7F: 3 clusters Score -5656333 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -5658579.500000 Penalty: 5351.113281
	Iteration 8F: 3 clusters Score -5658580 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -5660338.000000 Penalty: 5351.113281
	Iteration 9F: 3 clusters Score -5660338 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -5661626.500000 Penalty: 5351.113281
	Iteration 10Q: 3 clusters Score -5661626 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -5662780.500000 Penalty: 5351.113281
	Iteration 11Q: 3 clusters Score -5662780 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5663683.500000 Penalty: 5351.113281
	Iteration 12Q: 3 clusters Score -5663684 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5664322.000000 Penalty: 5351.113281
	Iteration 13Q: 3 clusters Score -5664322 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5664794.000000 Penalty: 5351.113281
	Iteration 14Q: 3 clusters Score -5664794 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5665145.500000 Penalty: 5351.113281
	Iteration 15Q: 3 clusters Score -5665146 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5665330.000000 Penalty: 5351.113281
	Iteration 16Q: 3 clusters Score -5665330 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5665443.000000 Penalty: 5351.113281
	Iteration 17Q: 3 clusters Score -5665443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5665481.500000 Penalty: 5351.113281
	Iteration 18Q: 3 clusters Score -5665482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5665513.500000 Penalty: 5351.113281
	Iteration 19Q: 3 clusters Score -5665514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5665546.000000 Penalty: 5351.113281
	Iteration 20F: 3 clusters Score -5665546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5665558.000000 Penalty: 5351.113281
	Iteration 21Q: 3 clusters Score -5665558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5665586.000000 Penalty: 5351.113281
	Iteration 22Q: 3 clusters Score -5665586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5665609.500000 Penalty: 5351.113281
	Iteration 23Q: 3 clusters Score -5665610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5665610.500000 Penalty: 5351.113281
	Iteration 24Q: 3 clusters Score -5665610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5665611.000000 Penalty: 5351.113281
	Iteration 25Q: 3 clusters Score -5665611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5665622.500000 Penalty: 5351.113281
	Iteration 26Q: 3 clusters Score -5665622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5665632.000000 Penalty: 5351.113281
	Iteration 27Q: 3 clusters Score -5665632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5665639.500000 Penalty: 5351.113281
	Iteration 28Q: 3 clusters Score -5665640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5665641.500000 Penalty: 5351.113281
	Iteration 29Q: 3 clusters Score -5665642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5665633.000000 Penalty: 5351.113281
	Iteration 30Q: 3 clusters Score -5665633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5665630.000000 Penalty: 5351.113281
	Iteration 31Q: 3 clusters Score -5665630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5665634.500000 Penalty: 5351.113281
	Iteration 32Q: 3 clusters Score -5665634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5665641.500000 Penalty: 5351.113281
	Iteration 33Q: 3 clusters Score -5665642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5665645.000000 Penalty: 5351.113281
	Iteration 34Q: 3 clusters Score -5665645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5665634.000000 Penalty: 5351.113281
	Iteration 35Q: 3 clusters Score -5665634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5665646.000000 Penalty: 5351.113281
	Iteration 36Q: 3 clusters Score -5665646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5665653.000000 Penalty: 5351.113281
	Iteration 37Q: 3 clusters Score -5665653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5665652.500000 Penalty: 5351.113281
	Iteration 38Q: 3 clusters Score -5665652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5665651.500000 Penalty: 5351.113281
	Iteration 39Q: 3 clusters Score -5665652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5665649.500000 Penalty: 5351.113281
	Iteration 40F: 3 clusters Score -5665650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5665644.500000 Penalty: 5351.113281
	Iteration 41Q: 3 clusters Score -5665644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5665644.500000 Penalty: 5351.113281
	Iteration 42F: 3 clusters Score -5665644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (109420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Entering Unmasked Estep 
Score: -13000776.000000 Penalty: 2877.531494
	Iteration 0F: 2 clusters Score -1.300078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -12928012.000000 Penalty: 5755.062988
	Iteration 0F: 3 clusters Score -1.292801e+07 nChanged 52039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -12957894.000000 Penalty: 5755.062988
	Iteration 1F: 3 clusters Score -1.295789e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -12959482.000000 Penalty: 5755.062988
	Iteration 2Q: 3 clusters Score -1.295948e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -12961550.000000 Penalty: 5755.062988
	Iteration 3Q: 3 clusters Score -1.296155e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -12964304.000000 Penalty: 5755.062988
	Iteration 4Q: 3 clusters Score -1.29643e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -12967263.000000 Penalty: 5755.062988
	Iteration 5F: 3 clusters Score -1.296726e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -12970225.000000 Penalty: 5755.062988
	Iteration 6F: 3 clusters Score -1.297022e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -12973124.000000 Penalty: 5755.062988
	Iteration 7F: 3 clusters Score -1.297312e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -12975780.000000 Penalty: 5755.062988
	Iteration 8Q: 3 clusters Score -1.297578e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -12978304.000000 Penalty: 5755.062988
	Iteration 9Q: 3 clusters Score -1.29783e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -12980609.000000 Penalty: 5755.062988
	Iteration 10Q: 3 clusters Score -1.298061e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -12982593.000000 Penalty: 5755.062988
	Iteration 11Q: 3 clusters Score -1.298259e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -12984505.000000 Penalty: 5755.062988
	Iteration 12Q: 3 clusters Score -1.29845e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -12986115.000000 Penalty: 5755.062988
	Iteration 13Q: 3 clusters Score -1.298612e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -12987666.000000 Penalty: 5755.062988
	Iteration 14Q: 3 clusters Score -1.298767e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -12989207.000000 Penalty: 5755.062988
	Iteration 15Q: 3 clusters Score -1.298921e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -12990537.000000 Penalty: 5755.062988
	Iteration 16Q: 3 clusters Score -1.299054e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -12991860.000000 Penalty: 5755.062988
	Iteration 17Q: 3 clusters Score -1.299186e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -12993074.000000 Penalty: 5755.062988
	Iteration 18Q: 3 clusters Score -1.299307e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 101066 members 
Entering Unmasked Estep 
Score: -12994267.000000 Penalty: 5755.062988
	Iteration 19Q: 3 clusters Score -1.299427e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -12995288.000000 Penalty: 5755.062988
	Iteration 20F: 3 clusters Score -1.299529e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -12996069.000000 Penalty: 5755.062988
	Iteration 21Q: 3 clusters Score -1.299607e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 105519 members 
Entering Unmasked Estep 
Score: -12996715.000000 Penalty: 5755.062988
	Iteration 22Q: 3 clusters Score -1.299672e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -12997186.000000 Penalty: 5755.062988
	Iteration 23Q: 3 clusters Score -1.299719e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -12997490.000000 Penalty: 5755.062988
	Iteration 24Q: 3 clusters Score -1.299749e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 107453 members 
Entering Unmasked Estep 
Score: -12997739.000000 Penalty: 5755.062988
	Iteration 25Q: 3 clusters Score -1.299774e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -12997890.000000 Penalty: 5755.062988
	Iteration 26Q: 3 clusters Score -1.299789e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -12998027.000000 Penalty: 5755.062988
	Iteration 27Q: 3 clusters Score -1.299803e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -12998106.000000 Penalty: 5755.062988
	Iteration 28Q: 3 clusters Score -1.299811e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -12998170.000000 Penalty: 5755.062988
	Iteration 29Q: 3 clusters Score -1.299817e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -12998200.000000 Penalty: 5755.062988
	Iteration 30Q: 3 clusters Score -1.29982e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -12998226.000000 Penalty: 5755.062988
	Iteration 31Q: 3 clusters Score -1.299823e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -12998253.000000 Penalty: 5755.062988
	Iteration 32Q: 3 clusters Score -1.299825e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -12998286.000000 Penalty: 5755.062988
	Iteration 33Q: 3 clusters Score -1.299829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -12998298.000000 Penalty: 5755.062988
	Iteration 34Q: 3 clusters Score -1.29983e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -12998324.000000 Penalty: 5755.062988
	Iteration 35Q: 3 clusters Score -1.299832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -12998332.000000 Penalty: 5755.062988
	Iteration 36Q: 3 clusters Score -1.299833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 108557 members 
Entering Unmasked Estep 
Score: -12998346.000000 Penalty: 5755.062988
	Iteration 37Q: 3 clusters Score -1.299835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -12998358.000000 Penalty: 5755.062988
	Iteration 38Q: 3 clusters Score -1.299836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -12998368.000000 Penalty: 5755.062988
	Iteration 39Q: 3 clusters Score -1.299837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -12998379.000000 Penalty: 5755.062988
	Iteration 40F: 3 clusters Score -1.299838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -12998385.000000 Penalty: 5755.062988
	Iteration 41Q: 3 clusters Score -1.299838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -12998386.000000 Penalty: 5755.062988
	Iteration 42Q: 3 clusters Score -1.299839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -12998379.000000 Penalty: 5755.062988
	Iteration 43Q: 3 clusters Score -1.299838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -12998387.000000 Penalty: 5755.062988
	Iteration 44Q: 3 clusters Score -1.299839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -12998396.000000 Penalty: 5755.062988
	Iteration 45Q: 3 clusters Score -1.29984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -12998387.000000 Penalty: 5755.062988
	Iteration 46Q: 3 clusters Score -1.299839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -12998383.000000 Penalty: 5755.062988
	Iteration 47Q: 3 clusters Score -1.299838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -12998383.000000 Penalty: 5755.062988
	Iteration 48Q: 3 clusters Score -1.299838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -12998382.000000 Penalty: 5755.062988
	Iteration 49Q: 3 clusters Score -1.299838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -12998396.000000 Penalty: 5755.062988
	Iteration 50Q: 3 clusters Score -1.29984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -12998388.000000 Penalty: 5755.062988
	Iteration 51Q: 3 clusters Score -1.299839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -12998390.000000 Penalty: 5755.062988
	Iteration 52Q: 3 clusters Score -1.299839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 108630 members 
Entering Unmasked Estep 
Score: -12998387.000000 Penalty: 5755.062988
	Iteration 53Q: 3 clusters Score -1.299839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 108630 members 
Entering Unmasked Estep 
Score: -12998387.000000 Penalty: 5755.062988
	Iteration 54F: 3 clusters Score -1.299839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Entering Unmasked Estep 
Score: -8673364.000000 Penalty: 2771.751465
	Iteration 0F: 2 clusters Score -8673364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8625134.000000 Penalty: 5543.502930
	Iteration 0F: 3 clusters Score -8625134 nChanged 33651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -8644427.000000 Penalty: 5543.502930
	Iteration 1F: 3 clusters Score -8644427 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -8645044.000000 Penalty: 5543.502930
	Iteration 2Q: 3 clusters Score -8645044 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8645743.000000 Penalty: 5543.502930
	Iteration 3Q: 3 clusters Score -8645743 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -8646416.000000 Penalty: 5543.502930
	Iteration 4Q: 3 clusters Score -8646416 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -8647280.000000 Penalty: 5543.502930
	Iteration 5Q: 3 clusters Score -8647280 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -8648547.000000 Penalty: 5543.502930
	Iteration 6Q: 3 clusters Score -8648547 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -8650428.000000 Penalty: 5543.502930
	Iteration 7F: 3 clusters Score -8650428 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -8653145.000000 Penalty: 5543.502930
	Iteration 8F: 3 clusters Score -8653145 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -8656898.000000 Penalty: 5543.502930
	Iteration 9F: 3 clusters Score -8656898 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -8661019.000000 Penalty: 5543.502930
	Iteration 10F: 3 clusters Score -8661019 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8664641.000000 Penalty: 5543.502930
	Iteration 11F: 3 clusters Score -8664641 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8667122.000000 Penalty: 5543.502930
	Iteration 12Q: 3 clusters Score -8667122 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8668695.000000 Penalty: 5543.502930
	Iteration 13Q: 3 clusters Score -8668695 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8669650.000000 Penalty: 5543.502930
	Iteration 14Q: 3 clusters Score -8669650 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8670220.000000 Penalty: 5543.502930
	Iteration 15Q: 3 clusters Score -8670220 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8670509.000000 Penalty: 5543.502930
	Iteration 16Q: 3 clusters Score -8670509 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8670686.000000 Penalty: 5543.502930
	Iteration 17Q: 3 clusters Score -8670686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8670776.000000 Penalty: 5543.502930
	Iteration 18Q: 3 clusters Score -8670776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8670850.000000 Penalty: 5543.502930
	Iteration 19Q: 3 clusters Score -8670850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8670886.000000 Penalty: 5543.502930
	Iteration 20F: 3 clusters Score -8670886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8670914.000000 Penalty: 5543.502930
	Iteration 21Q: 3 clusters Score -8670914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70944 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8670927.000000 Penalty: 5543.502930
	Iteration 22Q: 3 clusters Score -8670927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8670939.000000 Penalty: 5543.502930
	Iteration 23Q: 3 clusters Score -8670939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8670947.000000 Penalty: 5543.502930
	Iteration 24Q: 3 clusters Score -8670947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8670954.000000 Penalty: 5543.502930
	Iteration 25Q: 3 clusters Score -8670954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8670972.000000 Penalty: 5543.502930
	Iteration 26Q: 3 clusters Score -8670972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8670983.000000 Penalty: 5543.502930
	Iteration 27Q: 3 clusters Score -8670983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8670992.000000 Penalty: 5543.502930
	Iteration 28Q: 3 clusters Score -8670992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8671001.000000 Penalty: 5543.502930
	Iteration 29Q: 3 clusters Score -8671001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8671008.000000 Penalty: 5543.502930
	Iteration 30Q: 3 clusters Score -8671008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8670992.000000 Penalty: 5543.502930
	Iteration 31Q: 3 clusters Score -8670992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8670998.000000 Penalty: 5543.502930
	Iteration 32Q: 3 clusters Score -8670998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8670996.000000 Penalty: 5543.502930
	Iteration 33Q: 3 clusters Score -8670996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8671003.000000 Penalty: 5543.502930
	Iteration 34Q: 3 clusters Score -8671003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8670997.000000 Penalty: 5543.502930
	Iteration 35Q: 3 clusters Score -8670997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8670997.000000 Penalty: 5543.502930
	Iteration 36Q: 3 clusters Score -8670997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8671000.000000 Penalty: 5543.502930
	Iteration 37Q: 3 clusters Score -8671000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8670999.000000 Penalty: 5543.502930
	Iteration 38Q: 3 clusters Score -8670999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8670999.000000 Penalty: 5543.502930
	Iteration 39F: 3 clusters Score -8670999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -424424.437500 Penalty: 2025.714478
	Iteration 0F: 2 clusters Score -424424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -420846.687500 Penalty: 4051.428955
	Iteration 0F: 3 clusters Score -420846.7 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -421628.437500 Penalty: 4051.428955
	Iteration 1F: 3 clusters Score -421628.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -421829.187500 Penalty: 4051.428955
	Iteration 2F: 3 clusters Score -421829.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -421974.843750 Penalty: 4051.428955
	Iteration 3F: 3 clusters Score -421974.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -422071.968750 Penalty: 4051.428955
	Iteration 4Q: 3 clusters Score -422072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -422163.218750 Penalty: 4051.428955
	Iteration 5Q: 3 clusters Score -422163.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -422250.187500 Penalty: 4051.428955
	Iteration 6Q: 3 clusters Score -422250.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -422334.406250 Penalty: 4051.428955
	Iteration 7Q: 3 clusters Score -422334.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -422415.562500 Penalty: 4051.428955
	Iteration 8Q: 3 clusters Score -422415.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -422492.062500 Penalty: 4051.428955
	Iteration 9Q: 3 clusters Score -422492.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -422564.218750 Penalty: 4051.428955
	Iteration 10Q: 3 clusters Score -422564.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -422630.031250 Penalty: 4051.428955
	Iteration 11Q: 3 clusters Score -422630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -422699.875000 Penalty: 4051.428955
	Iteration 12Q: 3 clusters Score -422699.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -422767.812500 Penalty: 4051.428955
	Iteration 13Q: 3 clusters Score -422767.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -422813.812500 Penalty: 4051.428955
	Iteration 14Q: 3 clusters Score -422813.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -422842.406250 Penalty: 4051.428955
	Iteration 15Q: 3 clusters Score -422842.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -422867.562500 Penalty: 4051.428955
	Iteration 16Q: 3 clusters Score -422867.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -422887.875000 Penalty: 4051.428955
	Iteration 17Q: 3 clusters Score -422887.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -422905.968750 Penalty: 4051.428955
	Iteration 18Q: 3 clusters Score -422906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -422919.812500 Penalty: 4051.428955
	Iteration 19Q: 3 clusters Score -422919.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -422940.062500 Penalty: 4051.428955
	Iteration 20F: 3 clusters Score -422940.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -422952.718750 Penalty: 4051.428955
	Iteration 21Q: 3 clusters Score -422952.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -422967.875000 Penalty: 4051.428955
	Iteration 22Q: 3 clusters Score -422967.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -422976.875000 Penalty: 4051.428955
	Iteration 23Q: 3 clusters Score -422976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -422984.687500 Penalty: 4051.428955
	Iteration 24Q: 3 clusters Score -422984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -422988.625000 Penalty: 4051.428955
	Iteration 25Q: 3 clusters Score -422988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -422991.468750 Penalty: 4051.428955
	Iteration 26Q: 3 clusters Score -422991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -422995.781250 Penalty: 4051.428955
	Iteration 27Q: 3 clusters Score -422995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -423001.406250 Penalty: 4051.428955
	Iteration 28Q: 3 clusters Score -423001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -423002.937500 Penalty: 4051.428955
	Iteration 29Q: 3 clusters Score -423002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -423003.906250 Penalty: 4051.428955
	Iteration 30Q: 3 clusters Score -423003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -423007.156250 Penalty: 4051.428955
	Iteration 31Q: 3 clusters Score -423007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -423008.312500 Penalty: 4051.428955
	Iteration 32Q: 3 clusters Score -423008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -423011.187500 Penalty: 4051.428955
	Iteration 33Q: 3 clusters Score -423011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -423013.281250 Penalty: 4051.428955
	Iteration 34Q: 3 clusters Score -423013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -423016.531250 Penalty: 4051.428955
	Iteration 35Q: 3 clusters Score -423016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -423016.531250 Penalty: 4051.428955
	Iteration 36F: 3 clusters Score -423016.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Entering Unmasked Estep 
Score: -2297755.750000 Penalty: 2459.696289
	Iteration 0F: 2 clusters Score -2297756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2283603.500000 Penalty: 4919.392578
	Iteration 0F: 3 clusters Score -2283604 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2288712.750000 Penalty: 4919.392578
	Iteration 1F: 3 clusters Score -2288713 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2289494.500000 Penalty: 4919.392578
	Iteration 2F: 3 clusters Score -2289494 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2290297.250000 Penalty: 4919.392578
	Iteration 3F: 3 clusters Score -2290297 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2291117.000000 Penalty: 4919.392578
	Iteration 4F: 3 clusters Score -2291117 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2291973.250000 Penalty: 4919.392578
	Iteration 5F: 3 clusters Score -2291973 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2292691.250000 Penalty: 4919.392578
	Iteration 6F: 3 clusters Score -2292691 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2293292.500000 Penalty: 4919.392578
	Iteration 7Q: 3 clusters Score -2293292 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2293742.250000 Penalty: 4919.392578
	Iteration 8Q: 3 clusters Score -2293742 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2294081.250000 Penalty: 4919.392578
	Iteration 9Q: 3 clusters Score -2294081 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2294328.250000 Penalty: 4919.392578
	Iteration 10Q: 3 clusters Score -2294328 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2294516.500000 Penalty: 4919.392578
	Iteration 11Q: 3 clusters Score -2294516 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2294665.250000 Penalty: 4919.392578
	Iteration 12Q: 3 clusters Score -2294665 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2294816.750000 Penalty: 4919.392578
	Iteration 13Q: 3 clusters Score -2294817 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2294980.250000 Penalty: 4919.392578
	Iteration 14Q: 3 clusters Score -2294980 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2295190.750000 Penalty: 4919.392578
	Iteration 15Q: 3 clusters Score -2295191 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2295508.000000 Penalty: 4919.392578
	Iteration 16Q: 3 clusters Score -2295508 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2295987.750000 Penalty: 4919.392578
	Iteration 17Q: 3 clusters Score -2295988 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2296311.500000 Penalty: 4919.392578
	Iteration 18Q: 3 clusters Score -2296312 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2296449.000000 Penalty: 4919.392578
	Iteration 19Q: 3 clusters Score -2296449 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2296508.750000 Penalty: 4919.392578
	Iteration 20F: 3 clusters Score -2296509 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2296545.500000 Penalty: 4919.392578
	Iteration 21Q: 3 clusters Score -2296546 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2296567.250000 Penalty: 4919.392578
	Iteration 22Q: 3 clusters Score -2296567 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2296580.250000 Penalty: 4919.392578
	Iteration 23Q: 3 clusters Score -2296580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2296599.500000 Penalty: 4919.392578
	Iteration 24Q: 3 clusters Score -2296600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2296607.500000 Penalty: 4919.392578
	Iteration 25Q: 3 clusters Score -2296608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2296614.250000 Penalty: 4919.392578
	Iteration 26Q: 3 clusters Score -2296614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2296618.750000 Penalty: 4919.392578
	Iteration 27Q: 3 clusters Score -2296619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2296616.750000 Penalty: 4919.392578
	Iteration 28Q: 3 clusters Score -2296617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2296626.000000 Penalty: 4919.392578
	Iteration 29Q: 3 clusters Score -2296626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2296627.750000 Penalty: 4919.392578
	Iteration 30Q: 3 clusters Score -2296628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2296631.250000 Penalty: 4919.392578
	Iteration 31Q: 3 clusters Score -2296631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2296631.000000 Penalty: 4919.392578
	Iteration 32Q: 3 clusters Score -2296631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2296628.250000 Penalty: 4919.392578
	Iteration 33Q: 3 clusters Score -2296628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2296631.250000 Penalty: 4919.392578
	Iteration 34Q: 3 clusters Score -2296631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2296637.000000 Penalty: 4919.392578
	Iteration 35Q: 3 clusters Score -2296637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2296633.750000 Penalty: 4919.392578
	Iteration 36Q: 3 clusters Score -2296634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2296640.000000 Penalty: 4919.392578
	Iteration 37Q: 3 clusters Score -2296640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2296646.250000 Penalty: 4919.392578
	Iteration 38Q: 3 clusters Score -2296646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2296644.750000 Penalty: 4919.392578
	Iteration 39Q: 3 clusters Score -2296645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2296649.000000 Penalty: 4919.392578
	Iteration 40F: 3 clusters Score -2296649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2296655.750000 Penalty: 4919.392578
	Iteration 41Q: 3 clusters Score -2296656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2296657.500000 Penalty: 4919.392578
	Iteration 42Q: 3 clusters Score -2296658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2296656.000000 Penalty: 4919.392578
	Iteration 43Q: 3 clusters Score -2296656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2296655.000000 Penalty: 4919.392578
	Iteration 44Q: 3 clusters Score -2296655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2296656.000000 Penalty: 4919.392578
	Iteration 45Q: 3 clusters Score -2296656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2296654.500000 Penalty: 4919.392578
	Iteration 46Q: 3 clusters Score -2296654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2296657.250000 Penalty: 4919.392578
	Iteration 47Q: 3 clusters Score -2296657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2296655.500000 Penalty: 4919.392578
	Iteration 48Q: 3 clusters Score -2296656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2296657.500000 Penalty: 4919.392578
	Iteration 49Q: 3 clusters Score -2296658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2296655.250000 Penalty: 4919.392578
	Iteration 50Q: 3 clusters Score -2296655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2296658.500000 Penalty: 4919.392578
	Iteration 51Q: 3 clusters Score -2296658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2296660.500000 Penalty: 4919.392578
	Iteration 52Q: 3 clusters Score -2296660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2296659.000000 Penalty: 4919.392578
	Iteration 53Q: 3 clusters Score -2296659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2296660.250000 Penalty: 4919.392578
	Iteration 54Q: 3 clusters Score -2296660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2296666.500000 Penalty: 4919.392578
	Iteration 55Q: 3 clusters Score -2296666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2296669.750000 Penalty: 4919.392578
	Iteration 56Q: 3 clusters Score -2296670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2296669.500000 Penalty: 4919.392578
	Iteration 57Q: 3 clusters Score -2296670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2296666.750000 Penalty: 4919.392578
	Iteration 58Q: 3 clusters Score -2296667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2296672.000000 Penalty: 4919.392578
	Iteration 59Q: 3 clusters Score -2296672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2296672.500000 Penalty: 4919.392578
	Iteration 60F: 3 clusters Score -2296672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2296677.250000 Penalty: 4919.392578
	Iteration 61Q: 3 clusters Score -2296677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2296675.250000 Penalty: 4919.392578
	Iteration 62Q: 3 clusters Score -2296675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2296676.750000 Penalty: 4919.392578
	Iteration 63Q: 3 clusters Score -2296677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2296674.500000 Penalty: 4919.392578
	Iteration 64Q: 3 clusters Score -2296674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2296676.500000 Penalty: 4919.392578
	Iteration 65Q: 3 clusters Score -2296676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2296676.500000 Penalty: 4919.392578
	Iteration 66Q: 3 clusters Score -2296676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2296678.500000 Penalty: 4919.392578
	Iteration 67Q: 3 clusters Score -2296678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2296678.500000 Penalty: 4919.392578
	Iteration 68Q: 3 clusters Score -2296678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2296680.500000 Penalty: 4919.392578
	Iteration 69Q: 3 clusters Score -2296680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2296684.250000 Penalty: 4919.392578
	Iteration 70Q: 3 clusters Score -2296684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2296683.000000 Penalty: 4919.392578
	Iteration 71Q: 3 clusters Score -2296683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2296686.750000 Penalty: 4919.392578
	Iteration 72Q: 3 clusters Score -2296687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2296685.750000 Penalty: 4919.392578
	Iteration 73Q: 3 clusters Score -2296686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2296687.500000 Penalty: 4919.392578
	Iteration 74Q: 3 clusters Score -2296688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2296690.000000 Penalty: 4919.392578
	Iteration 75Q: 3 clusters Score -2296690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2296686.250000 Penalty: 4919.392578
	Iteration 76Q: 3 clusters Score -2296686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2296686.000000 Penalty: 4919.392578
	Iteration 77Q: 3 clusters Score -2296686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2296682.750000 Penalty: 4919.392578
	Iteration 78Q: 3 clusters Score -2296683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2296688.000000 Penalty: 4919.392578
	Iteration 79Q: 3 clusters Score -2296688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2296687.750000 Penalty: 4919.392578
	Iteration 80F: 3 clusters Score -2296688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2296689.500000 Penalty: 4919.392578
	Iteration 81Q: 3 clusters Score -2296690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2296688.000000 Penalty: 4919.392578
	Iteration 82Q: 3 clusters Score -2296688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2296690.000000 Penalty: 4919.392578
	Iteration 83Q: 3 clusters Score -2296690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2296688.750000 Penalty: 4919.392578
	Iteration 84Q: 3 clusters Score -2296689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2296693.000000 Penalty: 4919.392578
	Iteration 85Q: 3 clusters Score -2296693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2296690.500000 Penalty: 4919.392578
	Iteration 86Q: 3 clusters Score -2296690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2296690.250000 Penalty: 4919.392578
	Iteration 87Q: 3 clusters Score -2296690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2296688.750000 Penalty: 4919.392578
	Iteration 88Q: 3 clusters Score -2296689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2296688.000000 Penalty: 4919.392578
	Iteration 89Q: 3 clusters Score -2296688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2296691.250000 Penalty: 4919.392578
	Iteration 90Q: 3 clusters Score -2296691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2296687.750000 Penalty: 4919.392578
	Iteration 91Q: 3 clusters Score -2296688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2296690.750000 Penalty: 4919.392578
	Iteration 92Q: 3 clusters Score -2296691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2296690.500000 Penalty: 4919.392578
	Iteration 93Q: 3 clusters Score -2296690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2296690.500000 Penalty: 4919.392578
	Iteration 94F: 3 clusters Score -2296690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Entering Unmasked Estep 
Score: -3340476.500000 Penalty: 2552.964355
	Iteration 0F: 2 clusters Score -3340476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3320202.750000 Penalty: 5105.928711
	Iteration 0F: 3 clusters Score -3320203 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3327659.750000 Penalty: 5105.928711
	Iteration 1F: 3 clusters Score -3327660 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3328389.000000 Penalty: 5105.928711
	Iteration 2F: 3 clusters Score -3328389 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3329161.000000 Penalty: 5105.928711
	Iteration 3F: 3 clusters Score -3329161 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3330034.500000 Penalty: 5105.928711
	Iteration 4F: 3 clusters Score -3330034 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3330988.500000 Penalty: 5105.928711
	Iteration 5F: 3 clusters Score -3330988 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3332068.500000 Penalty: 5105.928711
	Iteration 6F: 3 clusters Score -3332068 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3333246.250000 Penalty: 5105.928711
	Iteration 7F: 3 clusters Score -3333246 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3334492.500000 Penalty: 5105.928711
	Iteration 8F: 3 clusters Score -3334492 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3335723.000000 Penalty: 5105.928711
	Iteration 9F: 3 clusters Score -3335723 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3336690.250000 Penalty: 5105.928711
	Iteration 10Q: 3 clusters Score -3336690 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3337389.000000 Penalty: 5105.928711
	Iteration 11Q: 3 clusters Score -3337389 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3337821.750000 Penalty: 5105.928711
	Iteration 12Q: 3 clusters Score -3337822 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3338107.000000 Penalty: 5105.928711
	Iteration 13Q: 3 clusters Score -3338107 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3338309.000000 Penalty: 5105.928711
	Iteration 14Q: 3 clusters Score -3338309 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3338480.500000 Penalty: 5105.928711
	Iteration 15Q: 3 clusters Score -3338480 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3338612.250000 Penalty: 5105.928711
	Iteration 16Q: 3 clusters Score -3338612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3338704.000000 Penalty: 5105.928711
	Iteration 17Q: 3 clusters Score -3338704 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3338779.750000 Penalty: 5105.928711
	Iteration 18Q: 3 clusters Score -3338780 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3338852.000000 Penalty: 5105.928711
	Iteration 19Q: 3 clusters Score -3338852 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3338909.000000 Penalty: 5105.928711
	Iteration 20F: 3 clusters Score -3338909 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3338969.250000 Penalty: 5105.928711
	Iteration 21Q: 3 clusters Score -3338969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3339008.250000 Penalty: 5105.928711
	Iteration 22Q: 3 clusters Score -3339008 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3339018.750000 Penalty: 5105.928711
	Iteration 23Q: 3 clusters Score -3339019 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3339039.000000 Penalty: 5105.928711
	Iteration 24Q: 3 clusters Score -3339039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3339055.250000 Penalty: 5105.928711
	Iteration 25Q: 3 clusters Score -3339055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3339079.500000 Penalty: 5105.928711
	Iteration 26Q: 3 clusters Score -3339080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3339108.500000 Penalty: 5105.928711
	Iteration 27Q: 3 clusters Score -3339108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3339124.000000 Penalty: 5105.928711
	Iteration 28Q: 3 clusters Score -3339124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3339116.500000 Penalty: 5105.928711
	Iteration 29Q: 3 clusters Score -3339116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3339120.750000 Penalty: 5105.928711
	Iteration 30Q: 3 clusters Score -3339121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3339119.000000 Penalty: 5105.928711
	Iteration 31Q: 3 clusters Score -3339119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3339123.000000 Penalty: 5105.928711
	Iteration 32Q: 3 clusters Score -3339123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3339126.500000 Penalty: 5105.928711
	Iteration 33Q: 3 clusters Score -3339126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3339119.750000 Penalty: 5105.928711
	Iteration 34Q: 3 clusters Score -3339120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3339120.000000 Penalty: 5105.928711
	Iteration 35Q: 3 clusters Score -3339120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3339119.000000 Penalty: 5105.928711
	Iteration 36Q: 3 clusters Score -3339119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3339128.000000 Penalty: 5105.928711
	Iteration 37Q: 3 clusters Score -3339128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3339132.000000 Penalty: 5105.928711
	Iteration 38Q: 3 clusters Score -3339132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3339140.500000 Penalty: 5105.928711
	Iteration 39Q: 3 clusters Score -3339140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3339142.500000 Penalty: 5105.928711
	Iteration 40F: 3 clusters Score -3339142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3339149.750000 Penalty: 5105.928711
	Iteration 41Q: 3 clusters Score -3339150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3339152.750000 Penalty: 5105.928711
	Iteration 42Q: 3 clusters Score -3339153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3339159.500000 Penalty: 5105.928711
	Iteration 43Q: 3 clusters Score -3339160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3339164.500000 Penalty: 5105.928711
	Iteration 44Q: 3 clusters Score -3339164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3339157.500000 Penalty: 5105.928711
	Iteration 45Q: 3 clusters Score -3339158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3339165.750000 Penalty: 5105.928711
	Iteration 46Q: 3 clusters Score -3339166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3339156.250000 Penalty: 5105.928711
	Iteration 47Q: 3 clusters Score -3339156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3339162.750000 Penalty: 5105.928711
	Iteration 48Q: 3 clusters Score -3339163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3339162.500000 Penalty: 5105.928711
	Iteration 49Q: 3 clusters Score -3339162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3339173.750000 Penalty: 5105.928711
	Iteration 50Q: 3 clusters Score -3339174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3339171.000000 Penalty: 5105.928711
	Iteration 51Q: 3 clusters Score -3339171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3339174.750000 Penalty: 5105.928711
	Iteration 52Q: 3 clusters Score -3339175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3339175.000000 Penalty: 5105.928711
	Iteration 53Q: 3 clusters Score -3339175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3339185.500000 Penalty: 5105.928711
	Iteration 54Q: 3 clusters Score -3339186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3339188.000000 Penalty: 5105.928711
	Iteration 55Q: 3 clusters Score -3339188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3339187.500000 Penalty: 5105.928711
	Iteration 56Q: 3 clusters Score -3339188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3339196.500000 Penalty: 5105.928711
	Iteration 57Q: 3 clusters Score -3339196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3339203.500000 Penalty: 5105.928711
	Iteration 58Q: 3 clusters Score -3339204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3339198.500000 Penalty: 5105.928711
	Iteration 59Q: 3 clusters Score -3339198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3339201.250000 Penalty: 5105.928711
	Iteration 60F: 3 clusters Score -3339201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3339195.500000 Penalty: 5105.928711
	Iteration 61Q: 3 clusters Score -3339196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3339197.000000 Penalty: 5105.928711
	Iteration 62Q: 3 clusters Score -3339197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3339196.750000 Penalty: 5105.928711
	Iteration 63Q: 3 clusters Score -3339197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3339197.000000 Penalty: 5105.928711
	Iteration 64Q: 3 clusters Score -3339197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3339204.250000 Penalty: 5105.928711
	Iteration 65Q: 3 clusters Score -3339204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3339206.250000 Penalty: 5105.928711
	Iteration 66Q: 3 clusters Score -3339206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3339216.250000 Penalty: 5105.928711
	Iteration 67Q: 3 clusters Score -3339216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3339212.250000 Penalty: 5105.928711
	Iteration 68Q: 3 clusters Score -3339212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3339213.000000 Penalty: 5105.928711
	Iteration 69Q: 3 clusters Score -3339213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3339213.500000 Penalty: 5105.928711
	Iteration 70Q: 3 clusters Score -3339214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3339209.750000 Penalty: 5105.928711
	Iteration 71Q: 3 clusters Score -3339210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3339213.750000 Penalty: 5105.928711
	Iteration 72Q: 3 clusters Score -3339214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3339212.250000 Penalty: 5105.928711
	Iteration 73Q: 3 clusters Score -3339212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3339207.000000 Penalty: 5105.928711
	Iteration 74Q: 3 clusters Score -3339207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3339209.250000 Penalty: 5105.928711
	Iteration 75Q: 3 clusters Score -3339209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3339213.750000 Penalty: 5105.928711
	Iteration 76Q: 3 clusters Score -3339214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3339207.500000 Penalty: 5105.928711
	Iteration 77Q: 3 clusters Score -3339208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3339217.750000 Penalty: 5105.928711
	Iteration 78Q: 3 clusters Score -3339218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3339224.250000 Penalty: 5105.928711
	Iteration 79Q: 3 clusters Score -3339224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3339224.500000 Penalty: 5105.928711
	Iteration 80F: 3 clusters Score -3339224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3339224.750000 Penalty: 5105.928711
	Iteration 81Q: 3 clusters Score -3339225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3339234.250000 Penalty: 5105.928711
	Iteration 82Q: 3 clusters Score -3339234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3339236.500000 Penalty: 5105.928711
	Iteration 83Q: 3 clusters Score -3339236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3339235.500000 Penalty: 5105.928711
	Iteration 84Q: 3 clusters Score -3339236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3339235.000000 Penalty: 5105.928711
	Iteration 85Q: 3 clusters Score -3339235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3339238.750000 Penalty: 5105.928711
	Iteration 86Q: 3 clusters Score -3339239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3339238.750000 Penalty: 5105.928711
	Iteration 87Q: 3 clusters Score -3339239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3339251.000000 Penalty: 5105.928711
	Iteration 88Q: 3 clusters Score -3339251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3339250.500000 Penalty: 5105.928711
	Iteration 89Q: 3 clusters Score -3339250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3339244.750000 Penalty: 5105.928711
	Iteration 90Q: 3 clusters Score -3339245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3339249.750000 Penalty: 5105.928711
	Iteration 91Q: 3 clusters Score -3339250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3339248.500000 Penalty: 5105.928711
	Iteration 92Q: 3 clusters Score -3339248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3339246.750000 Penalty: 5105.928711
	Iteration 93Q: 3 clusters Score -3339247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3339252.250000 Penalty: 5105.928711
	Iteration 94Q: 3 clusters Score -3339252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3339252.750000 Penalty: 5105.928711
	Iteration 95Q: 3 clusters Score -3339253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3339252.750000 Penalty: 5105.928711
	Iteration 96F: 3 clusters Score -3339253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -124139.898438 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -124139.9 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 608 members 
Entering Unmasked Estep 
Score: -122153.179688 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -122153.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122642.960938 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -122643 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -123000.156250 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -123000.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -123222.875000 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -123222.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123430.953125 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -123431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123711.929688 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -123711.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -123828.976562 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -123829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123920.914062 Penalty: 3508.761963
	Iteration 7F: 3 clusters Score -123920.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124018.132812 Penalty: 3508.761963
	Iteration 8F: 3 clusters Score -124018.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124121.851562 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -124121.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124243.312500 Penalty: 3508.761963
	Iteration 10F: 3 clusters Score -124243.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -124359.054688 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -124359.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -124448.351562 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -124448.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -124513.093750 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -124513.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -124589.664062 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -124589.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -124660.164062 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -124660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -124719.671875 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -124719.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -124793.234375 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -124793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -124829.468750 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -124829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -124833.796875 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -124833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -124834.625000 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -124834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 280 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 8196 members 
Mstep: Class 34 contains 901 members 
Entering Unmasked Estep 
Score: -205527392.000000 Penalty: 121378.507812
Splitting cluster 21 changes total score from -205528336.000000 to -205527392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (21399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Entering Unmasked Estep 
Score: -2385956.000000 Penalty: 2472.832764
	Iteration 0F: 2 clusters Score -2385956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2370980.750000 Penalty: 4945.665527
	Iteration 0F: 3 clusters Score -2370981 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2375919.000000 Penalty: 4945.665527
	Iteration 1F: 3 clusters Score -2375919 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2376480.000000 Penalty: 4945.665527
	Iteration 2F: 3 clusters Score -2376480 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2377066.500000 Penalty: 4945.665527
	Iteration 3F: 3 clusters Score -2377066 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2377740.500000 Penalty: 4945.665527
	Iteration 4F: 3 clusters Score -2377740 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2378618.250000 Penalty: 4945.665527
	Iteration 5F: 3 clusters Score -2378618 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2379593.000000 Penalty: 4945.665527
	Iteration 6F: 3 clusters Score -2379593 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2380578.500000 Penalty: 4945.665527
	Iteration 7F: 3 clusters Score -2380578 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2381404.250000 Penalty: 4945.665527
	Iteration 8F: 3 clusters Score -2381404 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2382171.250000 Penalty: 4945.665527
	Iteration 9Q: 3 clusters Score -2382171 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2382818.000000 Penalty: 4945.665527
	Iteration 10Q: 3 clusters Score -2382818 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2383370.750000 Penalty: 4945.665527
	Iteration 11Q: 3 clusters Score -2383371 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2383756.750000 Penalty: 4945.665527
	Iteration 12Q: 3 clusters Score -2383757 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2384036.250000 Penalty: 4945.665527
	Iteration 13Q: 3 clusters Score -2384036 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2384246.750000 Penalty: 4945.665527
	Iteration 14Q: 3 clusters Score -2384247 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2384363.250000 Penalty: 4945.665527
	Iteration 15Q: 3 clusters Score -2384363 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2384443.250000 Penalty: 4945.665527
	Iteration 16Q: 3 clusters Score -2384443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2384489.250000 Penalty: 4945.665527
	Iteration 17Q: 3 clusters Score -2384489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2384521.750000 Penalty: 4945.665527
	Iteration 18Q: 3 clusters Score -2384522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2384558.750000 Penalty: 4945.665527
	Iteration 19Q: 3 clusters Score -2384559 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2384591.250000 Penalty: 4945.665527
	Iteration 20F: 3 clusters Score -2384591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2384614.000000 Penalty: 4945.665527
	Iteration 21Q: 3 clusters Score -2384614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2384626.250000 Penalty: 4945.665527
	Iteration 22Q: 3 clusters Score -2384626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2384634.250000 Penalty: 4945.665527
	Iteration 23Q: 3 clusters Score -2384634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2384639.750000 Penalty: 4945.665527
	Iteration 24Q: 3 clusters Score -2384640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2384647.250000 Penalty: 4945.665527
	Iteration 25Q: 3 clusters Score -2384647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2384655.750000 Penalty: 4945.665527
	Iteration 26Q: 3 clusters Score -2384656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2384654.500000 Penalty: 4945.665527
	Iteration 27Q: 3 clusters Score -2384654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2384659.250000 Penalty: 4945.665527
	Iteration 28Q: 3 clusters Score -2384659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2384663.500000 Penalty: 4945.665527
	Iteration 29Q: 3 clusters Score -2384664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2384670.750000 Penalty: 4945.665527
	Iteration 30Q: 3 clusters Score -2384671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2384679.000000 Penalty: 4945.665527
	Iteration 31Q: 3 clusters Score -2384679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2384681.250000 Penalty: 4945.665527
	Iteration 32Q: 3 clusters Score -2384681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2384679.000000 Penalty: 4945.665527
	Iteration 33Q: 3 clusters Score -2384679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2384681.500000 Penalty: 4945.665527
	Iteration 34Q: 3 clusters Score -2384682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2384688.250000 Penalty: 4945.665527
	Iteration 35Q: 3 clusters Score -2384688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2384688.500000 Penalty: 4945.665527
	Iteration 36Q: 3 clusters Score -2384688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2384687.000000 Penalty: 4945.665527
	Iteration 37Q: 3 clusters Score -2384687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2384686.750000 Penalty: 4945.665527
	Iteration 38Q: 3 clusters Score -2384687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2384690.750000 Penalty: 4945.665527
	Iteration 39Q: 3 clusters Score -2384691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2384688.000000 Penalty: 4945.665527
	Iteration 40F: 3 clusters Score -2384688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2384690.000000 Penalty: 4945.665527
	Iteration 41Q: 3 clusters Score -2384690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2384690.000000 Penalty: 4945.665527
	Iteration 42Q: 3 clusters Score -2384690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2384693.750000 Penalty: 4945.665527
	Iteration 43Q: 3 clusters Score -2384694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2384696.750000 Penalty: 4945.665527
	Iteration 44Q: 3 clusters Score -2384697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2384696.500000 Penalty: 4945.665527
	Iteration 45Q: 3 clusters Score -2384696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2384695.750000 Penalty: 4945.665527
	Iteration 46Q: 3 clusters Score -2384696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2384699.250000 Penalty: 4945.665527
	Iteration 47Q: 3 clusters Score -2384699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2384701.500000 Penalty: 4945.665527
	Iteration 48Q: 3 clusters Score -2384702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2384702.750000 Penalty: 4945.665527
	Iteration 49Q: 3 clusters Score -2384703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2384701.500000 Penalty: 4945.665527
	Iteration 50Q: 3 clusters Score -2384702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2384702.500000 Penalty: 4945.665527
	Iteration 51Q: 3 clusters Score -2384702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2384703.500000 Penalty: 4945.665527
	Iteration 52Q: 3 clusters Score -2384704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2384703.000000 Penalty: 4945.665527
	Iteration 53Q: 3 clusters Score -2384703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2384700.250000 Penalty: 4945.665527
	Iteration 54Q: 3 clusters Score -2384700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2384700.250000 Penalty: 4945.665527
	Iteration 55F: 3 clusters Score -2384700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Entering Unmasked Estep 
Score: -855194.750000 Penalty: 2205.878174
	Iteration 0F: 2 clusters Score -855194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -849264.937500 Penalty: 4411.756348
	Iteration 0F: 3 clusters Score -849264.9 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -851090.937500 Penalty: 4411.756348
	Iteration 1F: 3 clusters Score -851090.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -851941.937500 Penalty: 4411.756348
	Iteration 2F: 3 clusters Score -851941.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -852660.062500 Penalty: 4411.756348
	Iteration 3F: 3 clusters Score -852660.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -853244.562500 Penalty: 4411.756348
	Iteration 4F: 3 clusters Score -853244.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -853602.187500 Penalty: 4411.756348
	Iteration 5F: 3 clusters Score -853602.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -853847.312500 Penalty: 4411.756348
	Iteration 6Q: 3 clusters Score -853847.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -854034.500000 Penalty: 4411.756348
	Iteration 7Q: 3 clusters Score -854034.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -854174.875000 Penalty: 4411.756348
	Iteration 8Q: 3 clusters Score -854174.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -854296.437500 Penalty: 4411.756348
	Iteration 9Q: 3 clusters Score -854296.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -854453.937500 Penalty: 4411.756348
	Iteration 10Q: 3 clusters Score -854453.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -854616.750000 Penalty: 4411.756348
	Iteration 11Q: 3 clusters Score -854616.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -854721.625000 Penalty: 4411.756348
	Iteration 12Q: 3 clusters Score -854721.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -854789.312500 Penalty: 4411.756348
	Iteration 13Q: 3 clusters Score -854789.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -854855.625000 Penalty: 4411.756348
	Iteration 14Q: 3 clusters Score -854855.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -854914.500000 Penalty: 4411.756348
	Iteration 15Q: 3 clusters Score -854914.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -854960.687500 Penalty: 4411.756348
	Iteration 16Q: 3 clusters Score -854960.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -854984.250000 Penalty: 4411.756348
	Iteration 17Q: 3 clusters Score -854984.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -854996.562500 Penalty: 4411.756348
	Iteration 18Q: 3 clusters Score -854996.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -855015.062500 Penalty: 4411.756348
	Iteration 19Q: 3 clusters Score -855015.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -855029.625000 Penalty: 4411.756348
	Iteration 20F: 3 clusters Score -855029.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -855043.250000 Penalty: 4411.756348
	Iteration 21Q: 3 clusters Score -855043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -855052.375000 Penalty: 4411.756348
	Iteration 22Q: 3 clusters Score -855052.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -855058.437500 Penalty: 4411.756348
	Iteration 23Q: 3 clusters Score -855058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -855064.250000 Penalty: 4411.756348
	Iteration 24Q: 3 clusters Score -855064.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -855070.812500 Penalty: 4411.756348
	Iteration 25Q: 3 clusters Score -855070.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -855075.187500 Penalty: 4411.756348
	Iteration 26Q: 3 clusters Score -855075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -855077.875000 Penalty: 4411.756348
	Iteration 27Q: 3 clusters Score -855077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -855079.312500 Penalty: 4411.756348
	Iteration 28Q: 3 clusters Score -855079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -855085.812500 Penalty: 4411.756348
	Iteration 29Q: 3 clusters Score -855085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -855086.437500 Penalty: 4411.756348
	Iteration 30Q: 3 clusters Score -855086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -855093.187500 Penalty: 4411.756348
	Iteration 31Q: 3 clusters Score -855093.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -855094.187500 Penalty: 4411.756348
	Iteration 32Q: 3 clusters Score -855094.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -855096.312500 Penalty: 4411.756348
	Iteration 33Q: 3 clusters Score -855096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -855100.125000 Penalty: 4411.756348
	Iteration 34Q: 3 clusters Score -855100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -855101.062500 Penalty: 4411.756348
	Iteration 35Q: 3 clusters Score -855101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -855102.250000 Penalty: 4411.756348
	Iteration 36Q: 3 clusters Score -855102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -855105.187500 Penalty: 4411.756348
	Iteration 37Q: 3 clusters Score -855105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -855104.125000 Penalty: 4411.756348
	Iteration 38Q: 3 clusters Score -855104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -855104.875000 Penalty: 4411.756348
	Iteration 39Q: 3 clusters Score -855104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -855108.937500 Penalty: 4411.756348
	Iteration 40F: 3 clusters Score -855108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -855106.812500 Penalty: 4411.756348
	Iteration 41Q: 3 clusters Score -855106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -855106.812500 Penalty: 4411.756348
	Iteration 42F: 3 clusters Score -855106.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Entering Unmasked Estep 
Score: -5029644.500000 Penalty: 2642.626465
	Iteration 0F: 2 clusters Score -5029644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -5001019.500000 Penalty: 5285.252930
	Iteration 0F: 3 clusters Score -5001020 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -5011845.000000 Penalty: 5285.252930
	Iteration 1F: 3 clusters Score -5011845 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5012375.000000 Penalty: 5285.252930
	Iteration 2Q: 3 clusters Score -5012375 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5012955.000000 Penalty: 5285.252930
	Iteration 3Q: 3 clusters Score -5012955 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5013586.500000 Penalty: 5285.252930
	Iteration 4Q: 3 clusters Score -5013586 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5014352.500000 Penalty: 5285.252930
	Iteration 5Q: 3 clusters Score -5014352 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -5015321.000000 Penalty: 5285.252930
	Iteration 6Q: 3 clusters Score -5015321 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5016529.500000 Penalty: 5285.252930
	Iteration 7Q: 3 clusters Score -5016530 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -5017921.500000 Penalty: 5285.252930
	Iteration 8F: 3 clusters Score -5017922 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -5019595.500000 Penalty: 5285.252930
	Iteration 9F: 3 clusters Score -5019596 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -5021536.500000 Penalty: 5285.252930
	Iteration 10F: 3 clusters Score -5021536 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -5023312.500000 Penalty: 5285.252930
	Iteration 11F: 3 clusters Score -5023312 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5024583.500000 Penalty: 5285.252930
	Iteration 12Q: 3 clusters Score -5024584 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5025438.000000 Penalty: 5285.252930
	Iteration 13Q: 3 clusters Score -5025438 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5026051.000000 Penalty: 5285.252930
	Iteration 14Q: 3 clusters Score -5026051 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5026473.500000 Penalty: 5285.252930
	Iteration 15Q: 3 clusters Score -5026474 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5026765.000000 Penalty: 5285.252930
	Iteration 16Q: 3 clusters Score -5026765 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5026956.000000 Penalty: 5285.252930
	Iteration 17Q: 3 clusters Score -5026956 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5027096.500000 Penalty: 5285.252930
	Iteration 18Q: 3 clusters Score -5027096 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5027174.000000 Penalty: 5285.252930
	Iteration 19Q: 3 clusters Score -5027174 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -5027209.500000 Penalty: 5285.252930
	Iteration 20F: 3 clusters Score -5027210 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5027250.000000 Penalty: 5285.252930
	Iteration 21Q: 3 clusters Score -5027250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -5027259.000000 Penalty: 5285.252930
	Iteration 22Q: 3 clusters Score -5027259 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5027280.500000 Penalty: 5285.252930
	Iteration 23Q: 3 clusters Score -5027280 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -5027295.000000 Penalty: 5285.252930
	Iteration 24Q: 3 clusters Score -5027295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5027309.000000 Penalty: 5285.252930
	Iteration 25Q: 3 clusters Score -5027309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -5027317.500000 Penalty: 5285.252930
	Iteration 26Q: 3 clusters Score -5027318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -5027311.000000 Penalty: 5285.252930
	Iteration 27Q: 3 clusters Score -5027311 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -5027345.000000 Penalty: 5285.252930
	Iteration 28Q: 3 clusters Score -5027345 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -5027342.500000 Penalty: 5285.252930
	Iteration 29Q: 3 clusters Score -5027342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5027354.500000 Penalty: 5285.252930
	Iteration 30Q: 3 clusters Score -5027354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5027366.500000 Penalty: 5285.252930
	Iteration 31Q: 3 clusters Score -5027366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5027377.000000 Penalty: 5285.252930
	Iteration 32Q: 3 clusters Score -5027377 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -5027380.000000 Penalty: 5285.252930
	Iteration 33Q: 3 clusters Score -5027380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -5027392.500000 Penalty: 5285.252930
	Iteration 34Q: 3 clusters Score -5027392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -5027398.000000 Penalty: 5285.252930
	Iteration 35Q: 3 clusters Score -5027398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5027404.500000 Penalty: 5285.252930
	Iteration 36Q: 3 clusters Score -5027404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5027399.500000 Penalty: 5285.252930
	Iteration 37Q: 3 clusters Score -5027400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5027394.000000 Penalty: 5285.252930
	Iteration 38Q: 3 clusters Score -5027394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -5027408.000000 Penalty: 5285.252930
	Iteration 39Q: 3 clusters Score -5027408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -5027397.500000 Penalty: 5285.252930
	Iteration 40F: 3 clusters Score -5027398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -5027392.000000 Penalty: 5285.252930
	Iteration 41Q: 3 clusters Score -5027392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -5027401.500000 Penalty: 5285.252930
	Iteration 42Q: 3 clusters Score -5027402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -5027406.000000 Penalty: 5285.252930
	Iteration 43Q: 3 clusters Score -5027406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -5027403.500000 Penalty: 5285.252930
	Iteration 44Q: 3 clusters Score -5027404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -5027419.500000 Penalty: 5285.252930
	Iteration 45Q: 3 clusters Score -5027420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5027417.000000 Penalty: 5285.252930
	Iteration 46Q: 3 clusters Score -5027417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -5027424.500000 Penalty: 5285.252930
	Iteration 47Q: 3 clusters Score -5027424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -5027426.000000 Penalty: 5285.252930
	Iteration 48Q: 3 clusters Score -5027426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -5027431.500000 Penalty: 5285.252930
	Iteration 49Q: 3 clusters Score -5027432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -5027442.500000 Penalty: 5285.252930
	Iteration 50Q: 3 clusters Score -5027442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -5027434.500000 Penalty: 5285.252930
	Iteration 51Q: 3 clusters Score -5027434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5027452.000000 Penalty: 5285.252930
	Iteration 52Q: 3 clusters Score -5027452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5027456.000000 Penalty: 5285.252930
	Iteration 53Q: 3 clusters Score -5027456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -5027464.500000 Penalty: 5285.252930
	Iteration 54Q: 3 clusters Score -5027464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -5027466.500000 Penalty: 5285.252930
	Iteration 55Q: 3 clusters Score -5027466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5027475.000000 Penalty: 5285.252930
	Iteration 56Q: 3 clusters Score -5027475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -5027473.500000 Penalty: 5285.252930
	Iteration 57Q: 3 clusters Score -5027474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -5027491.500000 Penalty: 5285.252930
	Iteration 58Q: 3 clusters Score -5027492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5027482.000000 Penalty: 5285.252930
	Iteration 59Q: 3 clusters Score -5027482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5027473.000000 Penalty: 5285.252930
	Iteration 60F: 3 clusters Score -5027473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5027471.500000 Penalty: 5285.252930
	Iteration 61Q: 3 clusters Score -5027472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -5027482.500000 Penalty: 5285.252930
	Iteration 62Q: 3 clusters Score -5027482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -5027490.500000 Penalty: 5285.252930
	Iteration 63Q: 3 clusters Score -5027490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -5027499.500000 Penalty: 5285.252930
	Iteration 64Q: 3 clusters Score -5027500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -5027493.500000 Penalty: 5285.252930
	Iteration 65Q: 3 clusters Score -5027494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -5027504.000000 Penalty: 5285.252930
	Iteration 66Q: 3 clusters Score -5027504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -5027509.000000 Penalty: 5285.252930
	Iteration 67Q: 3 clusters Score -5027509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5027506.000000 Penalty: 5285.252930
	Iteration 68Q: 3 clusters Score -5027506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -5027501.500000 Penalty: 5285.252930
	Iteration 69Q: 3 clusters Score -5027502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -5027487.500000 Penalty: 5285.252930
	Iteration 70Q: 3 clusters Score -5027488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5027499.000000 Penalty: 5285.252930
	Iteration 71Q: 3 clusters Score -5027499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5027514.500000 Penalty: 5285.252930
	Iteration 72Q: 3 clusters Score -5027514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -5027508.000000 Penalty: 5285.252930
	Iteration 73Q: 3 clusters Score -5027508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -5027502.500000 Penalty: 5285.252930
	Iteration 74Q: 3 clusters Score -5027502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5027499.000000 Penalty: 5285.252930
	Iteration 75Q: 3 clusters Score -5027499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5027494.500000 Penalty: 5285.252930
	Iteration 76Q: 3 clusters Score -5027494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -5027501.000000 Penalty: 5285.252930
	Iteration 77Q: 3 clusters Score -5027501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -5027505.500000 Penalty: 5285.252930
	Iteration 78Q: 3 clusters Score -5027506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5027503.500000 Penalty: 5285.252930
	Iteration 79Q: 3 clusters Score -5027504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5027505.000000 Penalty: 5285.252930
	Iteration 80F: 3 clusters Score -5027505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -5027504.500000 Penalty: 5285.252930
	Iteration 81Q: 3 clusters Score -5027504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -5027506.000000 Penalty: 5285.252930
	Iteration 82Q: 3 clusters Score -5027506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -5027516.500000 Penalty: 5285.252930
	Iteration 83Q: 3 clusters Score -5027516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -5027506.500000 Penalty: 5285.252930
	Iteration 84Q: 3 clusters Score -5027506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5027517.000000 Penalty: 5285.252930
	Iteration 85Q: 3 clusters Score -5027517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5027520.000000 Penalty: 5285.252930
	Iteration 86Q: 3 clusters Score -5027520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -5027516.000000 Penalty: 5285.252930
	Iteration 87Q: 3 clusters Score -5027516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -5027509.000000 Penalty: 5285.252930
	Iteration 88Q: 3 clusters Score -5027509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -5027508.500000 Penalty: 5285.252930
	Iteration 89Q: 3 clusters Score -5027508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -5027513.000000 Penalty: 5285.252930
	Iteration 90Q: 3 clusters Score -5027513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -5027513.500000 Penalty: 5285.252930
	Iteration 91Q: 3 clusters Score -5027514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -5027518.500000 Penalty: 5285.252930
	Iteration 92Q: 3 clusters Score -5027518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5027522.000000 Penalty: 5285.252930
	Iteration 93Q: 3 clusters Score -5027522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -5027529.500000 Penalty: 5285.252930
	Iteration 94Q: 3 clusters Score -5027530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -5027527.500000 Penalty: 5285.252930
	Iteration 95Q: 3 clusters Score -5027528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -5027529.000000 Penalty: 5285.252930
	Iteration 96Q: 3 clusters Score -5027529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -5027530.500000 Penalty: 5285.252930
	Iteration 97Q: 3 clusters Score -5027530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5027528.500000 Penalty: 5285.252930
	Iteration 98Q: 3 clusters Score -5027528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5027530.500000 Penalty: 5285.252930
	Iteration 99Q: 3 clusters Score -5027530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -5027529.500000 Penalty: 5285.252930
	Iteration 100F: 3 clusters Score -5027530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -5027528.500000 Penalty: 5285.252930
	Iteration 101Q: 3 clusters Score -5027528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -5027526.500000 Penalty: 5285.252930
	Iteration 102Q: 3 clusters Score -5027526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -5027533.000000 Penalty: 5285.252930
	Iteration 103Q: 3 clusters Score -5027533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5027529.000000 Penalty: 5285.252930
	Iteration 104Q: 3 clusters Score -5027529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5027529.000000 Penalty: 5285.252930
	Iteration 105F: 3 clusters Score -5027529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245304 members 
Entering Unmasked Estep 
Score: -28776414.000000 Penalty: 3077.742920
	Iteration 0F: 2 clusters Score -2.877641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122604 members 
Mstep: Class 2 contains 122700 members 
Entering Unmasked Estep 
Score: -28612176.000000 Penalty: 6155.485840
	Iteration 0F: 3 clusters Score -2.861218e+07 nChanged 118345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 125649 members 
Entering Unmasked Estep 
Score: -28681940.000000 Penalty: 6155.485840
	Iteration 1F: 3 clusters Score -2.868194e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 127055 members 
Entering Unmasked Estep 
Score: -28683088.000000 Penalty: 6155.485840
	Iteration 2Q: 3 clusters Score -2.868309e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 129069 members 
Entering Unmasked Estep 
Score: -28684532.000000 Penalty: 6155.485840
	Iteration 3Q: 3 clusters Score -2.868453e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -28686376.000000 Penalty: 6155.485840
	Iteration 4Q: 3 clusters Score -2.868638e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -28688930.000000 Penalty: 6155.485840
	Iteration 5Q: 3 clusters Score -2.868893e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 143271 members 
Entering Unmasked Estep 
Score: -28692730.000000 Penalty: 6155.485840
	Iteration 6Q: 3 clusters Score -2.869273e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -28698626.000000 Penalty: 6155.485840
	Iteration 7Q: 3 clusters Score -2.869863e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -28707196.000000 Penalty: 6155.485840
	Iteration 8F: 3 clusters Score -2.87072e+07 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 179723 members 
Entering Unmasked Estep 
Score: -28719150.000000 Penalty: 6155.485840
	Iteration 9F: 3 clusters Score -2.871915e+07 nChanged 16517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 195584 members 
Entering Unmasked Estep 
Score: -28732046.000000 Penalty: 6155.485840
	Iteration 10F: 3 clusters Score -2.873205e+07 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 210243 members 
Entering Unmasked Estep 
Score: -28744686.000000 Penalty: 6155.485840
	Iteration 11F: 3 clusters Score -2.874469e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 221944 members 
Entering Unmasked Estep 
Score: -28754762.000000 Penalty: 6155.485840
	Iteration 12Q: 3 clusters Score -2.875476e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 230269 members 
Entering Unmasked Estep 
Score: -28761818.000000 Penalty: 6155.485840
	Iteration 13Q: 3 clusters Score -2.876182e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 235839 members 
Entering Unmasked Estep 
Score: -28766526.000000 Penalty: 6155.485840
	Iteration 14Q: 3 clusters Score -2.876653e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 239572 members 
Entering Unmasked Estep 
Score: -28769572.000000 Penalty: 6155.485840
	Iteration 15Q: 3 clusters Score -2.876957e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 241901 members 
Entering Unmasked Estep 
Score: -28771276.000000 Penalty: 6155.485840
	Iteration 16Q: 3 clusters Score -2.877128e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 243218 members 
Entering Unmasked Estep 
Score: -28772326.000000 Penalty: 6155.485840
	Iteration 17Q: 3 clusters Score -2.877233e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 243935 members 
Entering Unmasked Estep 
Score: -28772882.000000 Penalty: 6155.485840
	Iteration 18Q: 3 clusters Score -2.877288e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 244327 members 
Entering Unmasked Estep 
Score: -28773172.000000 Penalty: 6155.485840
	Iteration 19Q: 3 clusters Score -2.877317e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 244519 members 
Entering Unmasked Estep 
Score: -28773278.000000 Penalty: 6155.485840
	Iteration 20F: 3 clusters Score -2.877328e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 244631 members 
Entering Unmasked Estep 
Score: -28773392.000000 Penalty: 6155.485840
	Iteration 21Q: 3 clusters Score -2.877339e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 244699 members 
Entering Unmasked Estep 
Score: -28773452.000000 Penalty: 6155.485840
	Iteration 22Q: 3 clusters Score -2.877345e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 244747 members 
Entering Unmasked Estep 
Score: -28773508.000000 Penalty: 6155.485840
	Iteration 23Q: 3 clusters Score -2.877351e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 244782 members 
Entering Unmasked Estep 
Score: -28773538.000000 Penalty: 6155.485840
	Iteration 24Q: 3 clusters Score -2.877354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 244800 members 
Entering Unmasked Estep 
Score: -28773574.000000 Penalty: 6155.485840
	Iteration 25Q: 3 clusters Score -2.877357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 244811 members 
Entering Unmasked Estep 
Score: -28773566.000000 Penalty: 6155.485840
	Iteration 26Q: 3 clusters Score -2.877357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 244822 members 
Entering Unmasked Estep 
Score: -28773592.000000 Penalty: 6155.485840
	Iteration 27Q: 3 clusters Score -2.877359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 244839 members 
Entering Unmasked Estep 
Score: -28773608.000000 Penalty: 6155.485840
	Iteration 28Q: 3 clusters Score -2.877361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 244856 members 
Entering Unmasked Estep 
Score: -28773648.000000 Penalty: 6155.485840
	Iteration 29Q: 3 clusters Score -2.877365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 244864 members 
Entering Unmasked Estep 
Score: -28773644.000000 Penalty: 6155.485840
	Iteration 30Q: 3 clusters Score -2.877364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 244870 members 
Entering Unmasked Estep 
Score: -28773648.000000 Penalty: 6155.485840
	Iteration 31Q: 3 clusters Score -2.877365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 244873 members 
Entering Unmasked Estep 
Score: -28773658.000000 Penalty: 6155.485840
	Iteration 32Q: 3 clusters Score -2.877366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 244872 members 
Entering Unmasked Estep 
Score: -28773672.000000 Penalty: 6155.485840
	Iteration 33Q: 3 clusters Score -2.877367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 244873 members 
Entering Unmasked Estep 
Score: -28773680.000000 Penalty: 6155.485840
	Iteration 34Q: 3 clusters Score -2.877368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 244875 members 
Entering Unmasked Estep 
Score: -28773670.000000 Penalty: 6155.485840
	Iteration 35Q: 3 clusters Score -2.877367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 244877 members 
Entering Unmasked Estep 
Score: -28773672.000000 Penalty: 6155.485840
	Iteration 36Q: 3 clusters Score -2.877367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 244883 members 
Entering Unmasked Estep 
Score: -28773682.000000 Penalty: 6155.485840
	Iteration 37Q: 3 clusters Score -2.877368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244889 members 
Entering Unmasked Estep 
Score: -28773674.000000 Penalty: 6155.485840
	Iteration 38Q: 3 clusters Score -2.877367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 244896 members 
Entering Unmasked Estep 
Score: -28773700.000000 Penalty: 6155.485840
	Iteration 39Q: 3 clusters Score -2.87737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 244901 members 
Entering Unmasked Estep 
Score: -28773698.000000 Penalty: 6155.485840
	Iteration 40F: 3 clusters Score -2.87737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 244903 members 
Entering Unmasked Estep 
Score: -28773700.000000 Penalty: 6155.485840
	Iteration 41Q: 3 clusters Score -2.87737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 244904 members 
Entering Unmasked Estep 
Score: -28773708.000000 Penalty: 6155.485840
	Iteration 42Q: 3 clusters Score -2.877371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 244905 members 
Entering Unmasked Estep 
Score: -28773702.000000 Penalty: 6155.485840
	Iteration 43Q: 3 clusters Score -2.87737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 244906 members 
Entering Unmasked Estep 
Score: -28773706.000000 Penalty: 6155.485840
	Iteration 44Q: 3 clusters Score -2.877371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 244907 members 
Entering Unmasked Estep 
Score: -28773710.000000 Penalty: 6155.485840
	Iteration 45Q: 3 clusters Score -2.877371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 244910 members 
Entering Unmasked Estep 
Score: -28773720.000000 Penalty: 6155.485840
	Iteration 46Q: 3 clusters Score -2.877372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 244910 members 
Entering Unmasked Estep 
Score: -28773718.000000 Penalty: 6155.485840
	Iteration 47Q: 3 clusters Score -2.877372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 244911 members 
Entering Unmasked Estep 
Score: -28773718.000000 Penalty: 6155.485840
	Iteration 48Q: 3 clusters Score -2.877372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 244911 members 
Entering Unmasked Estep 
Score: -28773718.000000 Penalty: 6155.485840
	Iteration 49F: 3 clusters Score -2.877372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -136133.281250 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -136133.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -134042.406250 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -134042.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134604.359375 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -134604.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134959.781250 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -134959.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135240.625000 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -135240.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -135473.015625 Penalty: 3530.134033
	Iteration 4F: 3 clusters Score -135473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -135684.625000 Penalty: 3530.134033
	Iteration 5F: 3 clusters Score -135684.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135861.984375 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -135862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135997.640625 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -135997.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136136.718750 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -136136.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136326.203125 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -136326.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136524.500000 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -136524.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136605.250000 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -136605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136605.250000 Penalty: 3530.134033
	Iteration 12F: 3 clusters Score -136605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 703 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 8196 members 
Mstep: Class 34 contains 530 members 
Entering Unmasked Estep 
Score: -205527200.000000 Penalty: 121378.507812
Splitting cluster 26 changes total score from -205528336.000000 to -205527200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (174262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174262 members 
Entering Unmasked Estep 
Score: -21073800.000000 Penalty: 2992.942139
	Iteration 0F: 2 clusters Score -2.10738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -20966024.000000 Penalty: 5985.884277
	Iteration 0F: 3 clusters Score -2.096602e+07 nChanged 83447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -21014366.000000 Penalty: 5985.884277
	Iteration 1F: 3 clusters Score -2.101437e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -21015868.000000 Penalty: 5985.884277
	Iteration 2Q: 3 clusters Score -2.101587e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 97243 members 
Entering Unmasked Estep 
Score: -21017964.000000 Penalty: 5985.884277
	Iteration 3Q: 3 clusters Score -2.101796e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 102389 members 
Entering Unmasked Estep 
Score: -21020922.000000 Penalty: 5985.884277
	Iteration 4Q: 3 clusters Score -2.102092e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 109953 members 
Entering Unmasked Estep 
Score: -21025738.000000 Penalty: 5985.884277
	Iteration 5F: 3 clusters Score -2.102574e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -21033068.000000 Penalty: 5985.884277
	Iteration 6F: 3 clusters Score -2.103307e+07 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 133169 members 
Entering Unmasked Estep 
Score: -21043384.000000 Penalty: 5985.884277
	Iteration 7F: 3 clusters Score -2.104338e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -21054930.000000 Penalty: 5985.884277
	Iteration 8F: 3 clusters Score -2.105493e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 158727 members 
Entering Unmasked Estep 
Score: -21063140.000000 Penalty: 5985.884277
	Iteration 9F: 3 clusters Score -2.106314e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 166039 members 
Entering Unmasked Estep 
Score: -21067366.000000 Penalty: 5985.884277
	Iteration 10Q: 3 clusters Score -2.106737e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 169906 members 
Entering Unmasked Estep 
Score: -21069568.000000 Penalty: 5985.884277
	Iteration 11Q: 3 clusters Score -2.106957e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 171779 members 
Entering Unmasked Estep 
Score: -21070466.000000 Penalty: 5985.884277
	Iteration 12Q: 3 clusters Score -2.107047e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -21070906.000000 Penalty: 5985.884277
	Iteration 13Q: 3 clusters Score -2.107091e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 173071 members 
Entering Unmasked Estep 
Score: -21071136.000000 Penalty: 5985.884277
	Iteration 14Q: 3 clusters Score -2.107114e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 173306 members 
Entering Unmasked Estep 
Score: -21071290.000000 Penalty: 5985.884277
	Iteration 15Q: 3 clusters Score -2.107129e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 173418 members 
Entering Unmasked Estep 
Score: -21071422.000000 Penalty: 5985.884277
	Iteration 16Q: 3 clusters Score -2.107142e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 173484 members 
Entering Unmasked Estep 
Score: -21071474.000000 Penalty: 5985.884277
	Iteration 17Q: 3 clusters Score -2.107147e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -21071484.000000 Penalty: 5985.884277
	Iteration 18Q: 3 clusters Score -2.107148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 173559 members 
Entering Unmasked Estep 
Score: -21071516.000000 Penalty: 5985.884277
	Iteration 19Q: 3 clusters Score -2.107152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 173577 members 
Entering Unmasked Estep 
Score: -21071524.000000 Penalty: 5985.884277
	Iteration 20F: 3 clusters Score -2.107152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -21071526.000000 Penalty: 5985.884277
	Iteration 21Q: 3 clusters Score -2.107153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 173609 members 
Entering Unmasked Estep 
Score: -21071550.000000 Penalty: 5985.884277
	Iteration 22Q: 3 clusters Score -2.107155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -21071568.000000 Penalty: 5985.884277
	Iteration 23Q: 3 clusters Score -2.107157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -21071576.000000 Penalty: 5985.884277
	Iteration 24Q: 3 clusters Score -2.107158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -21071580.000000 Penalty: 5985.884277
	Iteration 25Q: 3 clusters Score -2.107158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -21071582.000000 Penalty: 5985.884277
	Iteration 26Q: 3 clusters Score -2.107158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -21071578.000000 Penalty: 5985.884277
	Iteration 27Q: 3 clusters Score -2.107158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 173627 members 
Entering Unmasked Estep 
Score: -21071614.000000 Penalty: 5985.884277
	Iteration 28Q: 3 clusters Score -2.107161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 173629 members 
Entering Unmasked Estep 
Score: -21071598.000000 Penalty: 5985.884277
	Iteration 29Q: 3 clusters Score -2.10716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 173627 members 
Entering Unmasked Estep 
Score: -21071598.000000 Penalty: 5985.884277
	Iteration 30Q: 3 clusters Score -2.10716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 173628 members 
Entering Unmasked Estep 
Score: -21071608.000000 Penalty: 5985.884277
	Iteration 31Q: 3 clusters Score -2.107161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 173630 members 
Entering Unmasked Estep 
Score: -21071600.000000 Penalty: 5985.884277
	Iteration 32Q: 3 clusters Score -2.10716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 173632 members 
Entering Unmasked Estep 
Score: -21071598.000000 Penalty: 5985.884277
	Iteration 33Q: 3 clusters Score -2.10716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 173633 members 
Entering Unmasked Estep 
Score: -21071604.000000 Penalty: 5985.884277
	Iteration 34Q: 3 clusters Score -2.10716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -21071600.000000 Penalty: 5985.884277
	Iteration 35Q: 3 clusters Score -2.10716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -21071590.000000 Penalty: 5985.884277
	Iteration 36Q: 3 clusters Score -2.107159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -21071598.000000 Penalty: 5985.884277
	Iteration 37Q: 3 clusters Score -2.10716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 173640 members 
Entering Unmasked Estep 
Score: -21071608.000000 Penalty: 5985.884277
	Iteration 38Q: 3 clusters Score -2.107161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -21071598.000000 Penalty: 5985.884277
	Iteration 39Q: 3 clusters Score -2.10716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 173644 members 
Entering Unmasked Estep 
Score: -21071584.000000 Penalty: 5985.884277
	Iteration 40F: 3 clusters Score -2.107158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -21071590.000000 Penalty: 5985.884277
	Iteration 41Q: 3 clusters Score -2.107159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -21071590.000000 Penalty: 5985.884277
	Iteration 42F: 3 clusters Score -2.107159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -34406.246094 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -34406.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33108.410156 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -33108.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33365.207031 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -33365.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33595.906250 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -33595.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33751.593750 Penalty: 2926.349121
	Iteration 3F: 3 clusters Score -33751.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33932.796875 Penalty: 2926.349121
	Iteration 4F: 3 clusters Score -33932.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34221.445312 Penalty: 2926.349121
	Iteration 5F: 3 clusters Score -34221.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34459.421875 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -34459.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34903.410156 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34903.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35158.234375 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -35158.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35214.789062 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -35214.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35214.789062 Penalty: 2926.349121
	Iteration 10F: 3 clusters Score -35214.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 244 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 8196 members 
Mstep: Class 34 contains 121 members 
Entering Unmasked Estep 
Score: -205527312.000000 Penalty: 121378.507812
Splitting cluster 28 changes total score from -205528336.000000 to -205527312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Entering Unmasked Estep 
Score: -544884.125000 Penalty: 2123.037598
	Iteration 0F: 2 clusters Score -544884.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -540298.250000 Penalty: 4246.075195
	Iteration 0F: 3 clusters Score -540298.2 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -541649.937500 Penalty: 4246.075195
	Iteration 1F: 3 clusters Score -541649.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -542149.375000 Penalty: 4246.075195
	Iteration 2F: 3 clusters Score -542149.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -542715.687500 Penalty: 4246.075195
	Iteration 3F: 3 clusters Score -542715.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -543152.375000 Penalty: 4246.075195
	Iteration 4F: 3 clusters Score -543152.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -543522.375000 Penalty: 4246.075195
	Iteration 5F: 3 clusters Score -543522.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -543855.687500 Penalty: 4246.075195
	Iteration 6F: 3 clusters Score -543855.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -544280.375000 Penalty: 4246.075195
	Iteration 7F: 3 clusters Score -544280.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -544830.375000 Penalty: 4246.075195
	Iteration 8F: 3 clusters Score -544830.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -545229.625000 Penalty: 4246.075195
	Iteration 9Q: 3 clusters Score -545229.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -545348.937500 Penalty: 4246.075195
	Iteration 10Q: 3 clusters Score -545348.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -545407.437500 Penalty: 4246.075195
	Iteration 11Q: 3 clusters Score -545407.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -545443.875000 Penalty: 4246.075195
	Iteration 12Q: 3 clusters Score -545443.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -545474.312500 Penalty: 4246.075195
	Iteration 13Q: 3 clusters Score -545474.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -545503.875000 Penalty: 4246.075195
	Iteration 14Q: 3 clusters Score -545503.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -545550.875000 Penalty: 4246.075195
	Iteration 15Q: 3 clusters Score -545550.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -545586.812500 Penalty: 4246.075195
	Iteration 16Q: 3 clusters Score -545586.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -545613.312500 Penalty: 4246.075195
	Iteration 17Q: 3 clusters Score -545613.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -545627.500000 Penalty: 4246.075195
	Iteration 18Q: 3 clusters Score -545627.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -545637.125000 Penalty: 4246.075195
	Iteration 19Q: 3 clusters Score -545637.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -545643.437500 Penalty: 4246.075195
	Iteration 20F: 3 clusters Score -545643.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -545649.687500 Penalty: 4246.075195
	Iteration 21Q: 3 clusters Score -545649.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -545653.062500 Penalty: 4246.075195
	Iteration 22Q: 3 clusters Score -545653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -545654.125000 Penalty: 4246.075195
	Iteration 23Q: 3 clusters Score -545654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -545653.625000 Penalty: 4246.075195
	Iteration 24Q: 3 clusters Score -545653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -545654.250000 Penalty: 4246.075195
	Iteration 25Q: 3 clusters Score -545654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -545653.750000 Penalty: 4246.075195
	Iteration 26Q: 3 clusters Score -545653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -545654.750000 Penalty: 4246.075195
	Iteration 27Q: 3 clusters Score -545654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -545654.750000 Penalty: 4246.075195
	Iteration 28F: 3 clusters Score -545654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 2748 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 8196 members 
Mstep: Class 34 contains 2474 members 
Entering Unmasked Estep 
Score: -205528640.000000 Penalty: 121378.507812
Splitting cluster 29 changes total score from -205528336.000000 to -205528640.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 30 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -435495.843750 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -435495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -431666.531250 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -431666.5 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -432509.218750 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -432509.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -432779.750000 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -432779.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -433030.812500 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -433030.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -433288.281250 Penalty: 4104.712891
	Iteration 4F: 3 clusters Score -433288.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -433505.656250 Penalty: 4104.712891
	Iteration 5F: 3 clusters Score -433505.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -433726.375000 Penalty: 4104.712891
	Iteration 6F: 3 clusters Score -433726.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -433907.218750 Penalty: 4104.712891
	Iteration 7F: 3 clusters Score -433907.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -434064.062500 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -434064.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -434156.000000 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -434156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -434225.156250 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -434225.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -434272.218750 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -434272.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -434311.531250 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -434311.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -434333.000000 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -434333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -434352.937500 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -434352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -434367.250000 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -434367.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -434376.218750 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -434376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -434384.812500 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -434384.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -434390.812500 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -434390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -434395.843750 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -434395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -434397.625000 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -434397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -434397.968750 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -434398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -434398.687500 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -434398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -434399.375000 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -434399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -434399.875000 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -434399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -434400.531250 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -434400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -434400.625000 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -434400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -434400.625000 Penalty: 4104.712891
	Iteration 27F: 3 clusters Score -434400.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -29663.992188 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -29663.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28371.673828 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -28371.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28470.460938 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -28470.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28476.439453 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -28476.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28478.505859 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -28478.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28487.361328 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -28487.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28487.361328 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -28487.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 98062 members 
Mstep: Class 3 contains 41601 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 209906 members 
Mstep: Class 7 contains 82051 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 173347 members 
Mstep: Class 12 contains 166050 members 
Mstep: Class 13 contains 71289 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 109420 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 245304 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 174262 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 2748 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205531184.000000 Penalty: 121378.507812
Iteration 199Q: 35 clusters Score -2.055312e+08 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 98121 members 
Mstep: Class 3 contains 41622 members 
Mstep: Class 4 contains 11500 members 
Mstep: Class 5 contains 29545 members 
Mstep: Class 6 contains 210159 members 
Mstep: Class 7 contains 82085 members 
Mstep: Class 8 contains 7222 members 
Mstep: Class 9 contains 17393 members 
Mstep: Class 10 contains 31566 members 
Mstep: Class 11 contains 173586 members 
Mstep: Class 12 contains 166036 members 
Mstep: Class 13 contains 71332 members 
Mstep: Class 14 contains 29176 members 
Mstep: Class 15 contains 48300 members 
Mstep: Class 16 contains 109519 members 
Mstep: Class 17 contains 71511 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20201 members 
Mstep: Class 20 contains 29495 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21450 members 
Mstep: Class 23 contains 7296 members 
Mstep: Class 24 contains 42459 members 
Mstep: Class 25 contains 245522 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174608 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3098 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5257 members 
Mstep: Class 33 contains 7341 members 
Mstep: Class 34 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205534560.000000 Penalty: 121378.507812
Iteration 200F: 35 clusters Score -2.055346e+08 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 98113 members 
Mstep: Class 3 contains 41595 members 
Mstep: Class 4 contains 11726 members 
Mstep: Class 5 contains 29222 members 
Mstep: Class 6 contains 210341 members 
Mstep: Class 7 contains 82014 members 
Mstep: Class 8 contains 7222 members 
Mstep: Class 9 contains 17293 members 
Mstep: Class 10 contains 31277 members 
Mstep: Class 11 contains 173426 members 
Mstep: Class 12 contains 165995 members 
Mstep: Class 13 contains 71236 members 
Mstep: Class 14 contains 29062 members 
Mstep: Class 15 contains 48191 members 
Mstep: Class 16 contains 109540 members 
Mstep: Class 17 contains 71502 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 19997 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21338 members 
Mstep: Class 23 contains 7291 members 
Mstep: Class 24 contains 42400 members 
Mstep: Class 25 contains 245415 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 174438 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3351 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 5792 members 
Mstep: Class 33 contains 8065 members 
Mstep: Class 34 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205536704.000000 Penalty: 121378.507812
Iteration 201Q: 35 clusters Score -2.055367e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 98091 members 
Mstep: Class 3 contains 41573 members 
Mstep: Class 4 contains 11983 members 
Mstep: Class 5 contains 28911 members 
Mstep: Class 6 contains 210447 members 
Mstep: Class 7 contains 81984 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 17220 members 
Mstep: Class 10 contains 31104 members 
Mstep: Class 11 contains 173290 members 
Mstep: Class 12 contains 165959 members 
Mstep: Class 13 contains 71172 members 
Mstep: Class 14 contains 29024 members 
Mstep: Class 15 contains 48122 members 
Mstep: Class 16 contains 109599 members 
Mstep: Class 17 contains 71515 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 19810 members 
Mstep: Class 20 contains 29355 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21233 members 
Mstep: Class 23 contains 7294 members 
Mstep: Class 24 contains 42338 members 
Mstep: Class 25 contains 245294 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 174290 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3561 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 6121 members 
Mstep: Class 33 contains 8587 members 
Mstep: Class 34 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538064.000000 Penalty: 121378.507812
Iteration 202Q: 35 clusters Score -2.055381e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 98069 members 
Mstep: Class 3 contains 41557 members 
Mstep: Class 4 contains 12257 members 
Mstep: Class 5 contains 28650 members 
Mstep: Class 6 contains 210488 members 
Mstep: Class 7 contains 81945 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 17155 members 
Mstep: Class 10 contains 30982 members 
Mstep: Class 11 contains 173178 members 
Mstep: Class 12 contains 165975 members 
Mstep: Class 13 contains 71141 members 
Mstep: Class 14 contains 29010 members 
Mstep: Class 15 contains 48090 members 
Mstep: Class 16 contains 109659 members 
Mstep: Class 17 contains 71542 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 19643 members 
Mstep: Class 20 contains 29310 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21145 members 
Mstep: Class 23 contains 7295 members 
Mstep: Class 24 contains 42302 members 
Mstep: Class 25 contains 245177 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 174157 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 8957 members 
Mstep: Class 34 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538032.000000 Penalty: 121378.507812
Iteration 203Q: 35 clusters Score -2.05538e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 98054 members 
Mstep: Class 3 contains 41552 members 
Mstep: Class 4 contains 12511 members 
Mstep: Class 5 contains 28393 members 
Mstep: Class 6 contains 210483 members 
Mstep: Class 7 contains 81926 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 17133 members 
Mstep: Class 10 contains 30912 members 
Mstep: Class 11 contains 173083 members 
Mstep: Class 12 contains 165996 members 
Mstep: Class 13 contains 71139 members 
Mstep: Class 14 contains 29008 members 
Mstep: Class 15 contains 48058 members 
Mstep: Class 16 contains 109699 members 
Mstep: Class 17 contains 71581 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 19521 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 21053 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 42267 members 
Mstep: Class 25 contains 245057 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 174069 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3802 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 6574 members 
Mstep: Class 33 contains 9241 members 
Mstep: Class 34 contains 3738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537664.000000 Penalty: 121378.507812
Iteration 204Q: 35 clusters Score -2.055377e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 98058 members 
Mstep: Class 3 contains 41559 members 
Mstep: Class 4 contains 12731 members 
Mstep: Class 5 contains 28156 members 
Mstep: Class 6 contains 210461 members 
Mstep: Class 7 contains 81901 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 17104 members 
Mstep: Class 10 contains 30864 members 
Mstep: Class 11 contains 173001 members 
Mstep: Class 12 contains 166040 members 
Mstep: Class 13 contains 71131 members 
Mstep: Class 14 contains 29017 members 
Mstep: Class 15 contains 48034 members 
Mstep: Class 16 contains 109743 members 
Mstep: Class 17 contains 71648 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 19440 members 
Mstep: Class 20 contains 29264 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20953 members 
Mstep: Class 23 contains 7290 members 
Mstep: Class 24 contains 42240 members 
Mstep: Class 25 contains 244974 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173986 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3877 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 301 members 
Mstep: Class 32 contains 6737 members 
Mstep: Class 33 contains 9467 members 
Mstep: Class 34 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537456.000000 Penalty: 121378.507812
Iteration 205Q: 35 clusters Score -2.055375e+08 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 98050 members 
Mstep: Class 3 contains 41548 members 
Mstep: Class 4 contains 12932 members 
Mstep: Class 5 contains 27940 members 
Mstep: Class 6 contains 210416 members 
Mstep: Class 7 contains 81880 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 17093 members 
Mstep: Class 10 contains 30835 members 
Mstep: Class 11 contains 172940 members 
Mstep: Class 12 contains 166116 members 
Mstep: Class 13 contains 71140 members 
Mstep: Class 14 contains 29041 members 
Mstep: Class 15 contains 48008 members 
Mstep: Class 16 contains 109779 members 
Mstep: Class 17 contains 71688 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 19358 members 
Mstep: Class 20 contains 29237 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20859 members 
Mstep: Class 23 contains 7292 members 
Mstep: Class 24 contains 42219 members 
Mstep: Class 25 contains 244913 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173928 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 6885 members 
Mstep: Class 33 contains 9656 members 
Mstep: Class 34 contains 4092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537120.000000 Penalty: 121378.507812
Iteration 206Q: 35 clusters Score -2.055371e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 98017 members 
Mstep: Class 3 contains 41545 members 
Mstep: Class 4 contains 13124 members 
Mstep: Class 5 contains 27731 members 
Mstep: Class 6 contains 210367 members 
Mstep: Class 7 contains 81855 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 17087 members 
Mstep: Class 10 contains 30830 members 
Mstep: Class 11 contains 172877 members 
Mstep: Class 12 contains 166173 members 
Mstep: Class 13 contains 71145 members 
Mstep: Class 14 contains 29055 members 
Mstep: Class 15 contains 47999 members 
Mstep: Class 16 contains 109809 members 
Mstep: Class 17 contains 71743 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 19259 members 
Mstep: Class 20 contains 29230 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 7297 members 
Mstep: Class 24 contains 42203 members 
Mstep: Class 25 contains 244848 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173871 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7023 members 
Mstep: Class 33 contains 9819 members 
Mstep: Class 34 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537440.000000 Penalty: 121378.507812
Iteration 207Q: 35 clusters Score -2.055374e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 97981 members 
Mstep: Class 3 contains 41546 members 
Mstep: Class 4 contains 13326 members 
Mstep: Class 5 contains 27569 members 
Mstep: Class 6 contains 210317 members 
Mstep: Class 7 contains 81826 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 17093 members 
Mstep: Class 10 contains 30821 members 
Mstep: Class 11 contains 172836 members 
Mstep: Class 12 contains 166238 members 
Mstep: Class 13 contains 71163 members 
Mstep: Class 14 contains 29071 members 
Mstep: Class 15 contains 47996 members 
Mstep: Class 16 contains 109838 members 
Mstep: Class 17 contains 71784 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 19182 members 
Mstep: Class 20 contains 29196 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20736 members 
Mstep: Class 23 contains 7310 members 
Mstep: Class 24 contains 42184 members 
Mstep: Class 25 contains 244800 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173806 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 3938 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7136 members 
Mstep: Class 33 contains 9932 members 
Mstep: Class 34 contains 4353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537600.000000 Penalty: 121378.507812
Iteration 208Q: 35 clusters Score -2.055376e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 97957 members 
Mstep: Class 3 contains 41549 members 
Mstep: Class 4 contains 13499 members 
Mstep: Class 5 contains 27419 members 
Mstep: Class 6 contains 210235 members 
Mstep: Class 7 contains 81796 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 17109 members 
Mstep: Class 10 contains 30846 members 
Mstep: Class 11 contains 172798 members 
Mstep: Class 12 contains 166322 members 
Mstep: Class 13 contains 71176 members 
Mstep: Class 14 contains 29080 members 
Mstep: Class 15 contains 47982 members 
Mstep: Class 16 contains 109862 members 
Mstep: Class 17 contains 71811 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 19107 members 
Mstep: Class 20 contains 29181 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20674 members 
Mstep: Class 23 contains 7312 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 244741 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173759 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4028 members 
Mstep: Class 30 contains 3938 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7247 members 
Mstep: Class 33 contains 10054 members 
Mstep: Class 34 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538144.000000 Penalty: 121378.507812
Iteration 209Q: 35 clusters Score -2.055381e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 97933 members 
Mstep: Class 3 contains 41547 members 
Mstep: Class 4 contains 13623 members 
Mstep: Class 5 contains 27274 members 
Mstep: Class 6 contains 210139 members 
Mstep: Class 7 contains 81776 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 17113 members 
Mstep: Class 10 contains 30865 members 
Mstep: Class 11 contains 172755 members 
Mstep: Class 12 contains 166410 members 
Mstep: Class 13 contains 71185 members 
Mstep: Class 14 contains 29099 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 109885 members 
Mstep: Class 17 contains 71853 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 19049 members 
Mstep: Class 20 contains 29155 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20641 members 
Mstep: Class 23 contains 7321 members 
Mstep: Class 24 contains 42158 members 
Mstep: Class 25 contains 244731 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173705 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4048 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7340 members 
Mstep: Class 33 contains 10150 members 
Mstep: Class 34 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538192.000000 Penalty: 121378.507812
Iteration 210Q: 35 clusters Score -2.055382e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 97885 members 
Mstep: Class 3 contains 41556 members 
Mstep: Class 4 contains 13742 members 
Mstep: Class 5 contains 27137 members 
Mstep: Class 6 contains 210087 members 
Mstep: Class 7 contains 81768 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 17113 members 
Mstep: Class 10 contains 30878 members 
Mstep: Class 11 contains 172714 members 
Mstep: Class 12 contains 166468 members 
Mstep: Class 13 contains 71186 members 
Mstep: Class 14 contains 29114 members 
Mstep: Class 15 contains 47961 members 
Mstep: Class 16 contains 109912 members 
Mstep: Class 17 contains 71895 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 18996 members 
Mstep: Class 20 contains 29132 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20581 members 
Mstep: Class 23 contains 7330 members 
Mstep: Class 24 contains 42149 members 
Mstep: Class 25 contains 244714 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173661 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4078 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7428 members 
Mstep: Class 33 contains 10241 members 
Mstep: Class 34 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205537984.000000 Penalty: 121378.507812
Iteration 211Q: 35 clusters Score -2.05538e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 97821 members 
Mstep: Class 3 contains 41559 members 
Mstep: Class 4 contains 13873 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 210028 members 
Mstep: Class 7 contains 81761 members 
Mstep: Class 8 contains 7239 members 
Mstep: Class 9 contains 17102 members 
Mstep: Class 10 contains 30894 members 
Mstep: Class 11 contains 172684 members 
Mstep: Class 12 contains 166519 members 
Mstep: Class 13 contains 71183 members 
Mstep: Class 14 contains 29131 members 
Mstep: Class 15 contains 47960 members 
Mstep: Class 16 contains 109942 members 
Mstep: Class 17 contains 71922 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 18949 members 
Mstep: Class 20 contains 29117 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20540 members 
Mstep: Class 23 contains 7341 members 
Mstep: Class 24 contains 42149 members 
Mstep: Class 25 contains 244722 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173594 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4102 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7516 members 
Mstep: Class 33 contains 10323 members 
Mstep: Class 34 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538336.000000 Penalty: 121378.507812
Iteration 212Q: 35 clusters Score -2.055383e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 97786 members 
Mstep: Class 3 contains 41570 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 26899 members 
Mstep: Class 6 contains 210002 members 
Mstep: Class 7 contains 81759 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 17100 members 
Mstep: Class 10 contains 30918 members 
Mstep: Class 11 contains 172639 members 
Mstep: Class 12 contains 166543 members 
Mstep: Class 13 contains 71185 members 
Mstep: Class 14 contains 29126 members 
Mstep: Class 15 contains 47962 members 
Mstep: Class 16 contains 109960 members 
Mstep: Class 17 contains 71951 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 18901 members 
Mstep: Class 20 contains 29102 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20499 members 
Mstep: Class 23 contains 7348 members 
Mstep: Class 24 contains 42146 members 
Mstep: Class 25 contains 244745 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173534 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4125 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7579 members 
Mstep: Class 33 contains 10391 members 
Mstep: Class 34 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538160.000000 Penalty: 121378.507812
Iteration 213Q: 35 clusters Score -2.055382e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 97748 members 
Mstep: Class 3 contains 41569 members 
Mstep: Class 4 contains 14121 members 
Mstep: Class 5 contains 26799 members 
Mstep: Class 6 contains 209941 members 
Mstep: Class 7 contains 81757 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 17095 members 
Mstep: Class 10 contains 30930 members 
Mstep: Class 11 contains 172608 members 
Mstep: Class 12 contains 166591 members 
Mstep: Class 13 contains 71183 members 
Mstep: Class 14 contains 29134 members 
Mstep: Class 15 contains 47959 members 
Mstep: Class 16 contains 109992 members 
Mstep: Class 17 contains 71973 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 18857 members 
Mstep: Class 20 contains 29076 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20456 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 42138 members 
Mstep: Class 25 contains 244773 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173514 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7636 members 
Mstep: Class 33 contains 10438 members 
Mstep: Class 34 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538912.000000 Penalty: 121378.507812
Iteration 214Q: 35 clusters Score -2.055389e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 97718 members 
Mstep: Class 3 contains 41566 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 26695 members 
Mstep: Class 6 contains 209908 members 
Mstep: Class 7 contains 81751 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 30948 members 
Mstep: Class 11 contains 172586 members 
Mstep: Class 12 contains 166610 members 
Mstep: Class 13 contains 71189 members 
Mstep: Class 14 contains 29149 members 
Mstep: Class 15 contains 47963 members 
Mstep: Class 16 contains 110026 members 
Mstep: Class 17 contains 71987 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 18824 members 
Mstep: Class 20 contains 29069 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20413 members 
Mstep: Class 23 contains 7359 members 
Mstep: Class 24 contains 42135 members 
Mstep: Class 25 contains 244793 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173494 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4152 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7690 members 
Mstep: Class 33 contains 10478 members 
Mstep: Class 34 contains 4795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538928.000000 Penalty: 121378.507812
Iteration 215Q: 35 clusters Score -2.055389e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 97693 members 
Mstep: Class 3 contains 41563 members 
Mstep: Class 4 contains 14322 members 
Mstep: Class 5 contains 26589 members 
Mstep: Class 6 contains 209852 members 
Mstep: Class 7 contains 81750 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 17096 members 
Mstep: Class 10 contains 30959 members 
Mstep: Class 11 contains 172555 members 
Mstep: Class 12 contains 166648 members 
Mstep: Class 13 contains 71200 members 
Mstep: Class 14 contains 29158 members 
Mstep: Class 15 contains 47973 members 
Mstep: Class 16 contains 110054 members 
Mstep: Class 17 contains 72008 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 18790 members 
Mstep: Class 20 contains 29058 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20386 members 
Mstep: Class 23 contains 7359 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 244818 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173468 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4160 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 4833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538528.000000 Penalty: 121378.507812
Iteration 216Q: 35 clusters Score -2.055385e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 97659 members 
Mstep: Class 3 contains 41557 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 26499 members 
Mstep: Class 6 contains 209793 members 
Mstep: Class 7 contains 81742 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 30961 members 
Mstep: Class 11 contains 172531 members 
Mstep: Class 12 contains 166687 members 
Mstep: Class 13 contains 71202 members 
Mstep: Class 14 contains 29180 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110067 members 
Mstep: Class 17 contains 72025 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 29046 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20376 members 
Mstep: Class 23 contains 7362 members 
Mstep: Class 24 contains 42102 members 
Mstep: Class 25 contains 244863 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173442 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4174 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7765 members 
Mstep: Class 33 contains 10572 members 
Mstep: Class 34 contains 4857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538544.000000 Penalty: 121378.507812
Iteration 217Q: 35 clusters Score -2.055385e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 97627 members 
Mstep: Class 3 contains 41553 members 
Mstep: Class 4 contains 14482 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 209751 members 
Mstep: Class 7 contains 81735 members 
Mstep: Class 8 contains 7240 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 30953 members 
Mstep: Class 11 contains 172518 members 
Mstep: Class 12 contains 166718 members 
Mstep: Class 13 contains 71205 members 
Mstep: Class 14 contains 29194 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 110080 members 
Mstep: Class 17 contains 72048 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 18729 members 
Mstep: Class 20 contains 29030 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20358 members 
Mstep: Class 23 contains 7365 members 
Mstep: Class 24 contains 42092 members 
Mstep: Class 25 contains 244895 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173407 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4186 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 10618 members 
Mstep: Class 34 contains 4884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538512.000000 Penalty: 121378.507812
Iteration 218Q: 35 clusters Score -2.055385e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 97603 members 
Mstep: Class 3 contains 41549 members 
Mstep: Class 4 contains 14557 members 
Mstep: Class 5 contains 26353 members 
Mstep: Class 6 contains 209713 members 
Mstep: Class 7 contains 81727 members 
Mstep: Class 8 contains 7240 members 
Mstep: Class 9 contains 17102 members 
Mstep: Class 10 contains 30948 members 
Mstep: Class 11 contains 172508 members 
Mstep: Class 12 contains 166742 members 
Mstep: Class 13 contains 71205 members 
Mstep: Class 14 contains 29211 members 
Mstep: Class 15 contains 47976 members 
Mstep: Class 16 contains 110108 members 
Mstep: Class 17 contains 72067 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 18693 members 
Mstep: Class 20 contains 29021 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 42084 members 
Mstep: Class 25 contains 244927 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173384 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4196 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7847 members 
Mstep: Class 33 contains 10663 members 
Mstep: Class 34 contains 4913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538624.000000 Penalty: 121378.507812
Iteration 219Q: 35 clusters Score -2.055386e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 97591 members 
Mstep: Class 3 contains 41547 members 
Mstep: Class 4 contains 14628 members 
Mstep: Class 5 contains 26275 members 
Mstep: Class 6 contains 209681 members 
Mstep: Class 7 contains 81714 members 
Mstep: Class 8 contains 7239 members 
Mstep: Class 9 contains 17105 members 
Mstep: Class 10 contains 30941 members 
Mstep: Class 11 contains 172487 members 
Mstep: Class 12 contains 166747 members 
Mstep: Class 13 contains 71222 members 
Mstep: Class 14 contains 29227 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110133 members 
Mstep: Class 17 contains 72092 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 18658 members 
Mstep: Class 20 contains 29010 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20285 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 42076 members 
Mstep: Class 25 contains 244977 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173362 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4205 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7889 members 
Mstep: Class 33 contains 10700 members 
Mstep: Class 34 contains 4942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538784.000000 Penalty: 121378.507812
Iteration 220F: 35 clusters Score -2.055388e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 97573 members 
Mstep: Class 3 contains 41548 members 
Mstep: Class 4 contains 14696 members 
Mstep: Class 5 contains 26206 members 
Mstep: Class 6 contains 209654 members 
Mstep: Class 7 contains 81706 members 
Mstep: Class 8 contains 7239 members 
Mstep: Class 9 contains 17101 members 
Mstep: Class 10 contains 30933 members 
Mstep: Class 11 contains 172469 members 
Mstep: Class 12 contains 166762 members 
Mstep: Class 13 contains 71238 members 
Mstep: Class 14 contains 29235 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110171 members 
Mstep: Class 17 contains 72111 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 18623 members 
Mstep: Class 20 contains 29005 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20249 members 
Mstep: Class 23 contains 7368 members 
Mstep: Class 24 contains 42057 members 
Mstep: Class 25 contains 245017 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173344 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4218 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 10730 members 
Mstep: Class 34 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538656.000000 Penalty: 121378.507812
Iteration 221Q: 35 clusters Score -2.055387e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 97545 members 
Mstep: Class 3 contains 41545 members 
Mstep: Class 4 contains 14762 members 
Mstep: Class 5 contains 26135 members 
Mstep: Class 6 contains 209652 members 
Mstep: Class 7 contains 81701 members 
Mstep: Class 8 contains 7239 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 30923 members 
Mstep: Class 11 contains 172460 members 
Mstep: Class 12 contains 166758 members 
Mstep: Class 13 contains 71251 members 
Mstep: Class 14 contains 29244 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110196 members 
Mstep: Class 17 contains 72123 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 18593 members 
Mstep: Class 20 contains 29007 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20217 members 
Mstep: Class 23 contains 7370 members 
Mstep: Class 24 contains 42037 members 
Mstep: Class 25 contains 245058 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173314 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4236 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 7969 members 
Mstep: Class 33 contains 10769 members 
Mstep: Class 34 contains 4990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538912.000000 Penalty: 121378.507812
Iteration 222Q: 35 clusters Score -2.055389e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 97518 members 
Mstep: Class 3 contains 41539 members 
Mstep: Class 4 contains 14813 members 
Mstep: Class 5 contains 26080 members 
Mstep: Class 6 contains 209626 members 
Mstep: Class 7 contains 81695 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 17096 members 
Mstep: Class 10 contains 30919 members 
Mstep: Class 11 contains 172441 members 
Mstep: Class 12 contains 166774 members 
Mstep: Class 13 contains 71258 members 
Mstep: Class 14 contains 29251 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110225 members 
Mstep: Class 17 contains 72135 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 18570 members 
Mstep: Class 20 contains 29008 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20180 members 
Mstep: Class 23 contains 7370 members 
Mstep: Class 24 contains 42023 members 
Mstep: Class 25 contains 245095 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173288 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4250 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8017 members 
Mstep: Class 33 contains 10814 members 
Mstep: Class 34 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538800.000000 Penalty: 121378.507812
Iteration 223Q: 35 clusters Score -2.055388e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 97491 members 
Mstep: Class 3 contains 41536 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 209627 members 
Mstep: Class 7 contains 81691 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 17102 members 
Mstep: Class 10 contains 30911 members 
Mstep: Class 11 contains 172417 members 
Mstep: Class 12 contains 166767 members 
Mstep: Class 13 contains 71264 members 
Mstep: Class 14 contains 29273 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110232 members 
Mstep: Class 17 contains 72149 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 18547 members 
Mstep: Class 20 contains 29008 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20135 members 
Mstep: Class 23 contains 7372 members 
Mstep: Class 24 contains 42008 members 
Mstep: Class 25 contains 245135 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173264 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4263 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8066 members 
Mstep: Class 33 contains 10858 members 
Mstep: Class 34 contains 5048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538704.000000 Penalty: 121378.507812
Iteration 224Q: 35 clusters Score -2.055387e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 97460 members 
Mstep: Class 3 contains 41534 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 25951 members 
Mstep: Class 6 contains 209622 members 
Mstep: Class 7 contains 81680 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 17106 members 
Mstep: Class 10 contains 30913 members 
Mstep: Class 11 contains 172384 members 
Mstep: Class 12 contains 166759 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 29290 members 
Mstep: Class 15 contains 47979 members 
Mstep: Class 16 contains 110247 members 
Mstep: Class 17 contains 72168 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 18529 members 
Mstep: Class 20 contains 29018 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20092 members 
Mstep: Class 23 contains 7372 members 
Mstep: Class 24 contains 42001 members 
Mstep: Class 25 contains 245169 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173253 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4266 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8116 members 
Mstep: Class 33 contains 10906 members 
Mstep: Class 34 contains 5076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538912.000000 Penalty: 121378.507812
Iteration 225Q: 35 clusters Score -2.055389e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 97439 members 
Mstep: Class 3 contains 41535 members 
Mstep: Class 4 contains 14910 members 
Mstep: Class 5 contains 25892 members 
Mstep: Class 6 contains 209605 members 
Mstep: Class 7 contains 81672 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 17102 members 
Mstep: Class 10 contains 30915 members 
Mstep: Class 11 contains 172357 members 
Mstep: Class 12 contains 166770 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 29314 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 110266 members 
Mstep: Class 17 contains 72202 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 18507 members 
Mstep: Class 20 contains 29021 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20045 members 
Mstep: Class 23 contains 7373 members 
Mstep: Class 24 contains 41993 members 
Mstep: Class 25 contains 245194 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173235 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8173 members 
Mstep: Class 33 contains 10946 members 
Mstep: Class 34 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538816.000000 Penalty: 121378.507812
Iteration 226Q: 35 clusters Score -2.055388e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 97412 members 
Mstep: Class 3 contains 41540 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 25833 members 
Mstep: Class 6 contains 209585 members 
Mstep: Class 7 contains 81671 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 17106 members 
Mstep: Class 10 contains 30914 members 
Mstep: Class 11 contains 172330 members 
Mstep: Class 12 contains 166769 members 
Mstep: Class 13 contains 71266 members 
Mstep: Class 14 contains 29336 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 110273 members 
Mstep: Class 17 contains 72240 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 18479 members 
Mstep: Class 20 contains 29026 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20007 members 
Mstep: Class 23 contains 7375 members 
Mstep: Class 24 contains 41986 members 
Mstep: Class 25 contains 245237 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173217 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4276 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8225 members 
Mstep: Class 33 contains 10978 members 
Mstep: Class 34 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538896.000000 Penalty: 121378.507812
Iteration 227Q: 35 clusters Score -2.055389e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 97386 members 
Mstep: Class 3 contains 41537 members 
Mstep: Class 4 contains 14992 members 
Mstep: Class 5 contains 25778 members 
Mstep: Class 6 contains 209576 members 
Mstep: Class 7 contains 81660 members 
Mstep: Class 8 contains 7236 members 
Mstep: Class 9 contains 17111 members 
Mstep: Class 10 contains 30902 members 
Mstep: Class 11 contains 172311 members 
Mstep: Class 12 contains 166782 members 
Mstep: Class 13 contains 71258 members 
Mstep: Class 14 contains 29347 members 
Mstep: Class 15 contains 47979 members 
Mstep: Class 16 contains 110290 members 
Mstep: Class 17 contains 72274 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 18464 members 
Mstep: Class 20 contains 29027 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19974 members 
Mstep: Class 23 contains 7376 members 
Mstep: Class 24 contains 41973 members 
Mstep: Class 25 contains 245248 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173195 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4286 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8295 members 
Mstep: Class 33 contains 11017 members 
Mstep: Class 34 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538816.000000 Penalty: 121378.507812
Iteration 228Q: 35 clusters Score -2.055388e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 97360 members 
Mstep: Class 3 contains 41535 members 
Mstep: Class 4 contains 15024 members 
Mstep: Class 5 contains 25727 members 
Mstep: Class 6 contains 209536 members 
Mstep: Class 7 contains 81652 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 17106 members 
Mstep: Class 10 contains 30901 members 
Mstep: Class 11 contains 172289 members 
Mstep: Class 12 contains 166821 members 
Mstep: Class 13 contains 71250 members 
Mstep: Class 14 contains 29354 members 
Mstep: Class 15 contains 47982 members 
Mstep: Class 16 contains 110300 members 
Mstep: Class 17 contains 72306 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 18440 members 
Mstep: Class 20 contains 29033 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19947 members 
Mstep: Class 23 contains 7378 members 
Mstep: Class 24 contains 41949 members 
Mstep: Class 25 contains 245273 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 173179 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4297 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8370 members 
Mstep: Class 33 contains 11054 members 
Mstep: Class 34 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538912.000000 Penalty: 121378.507812
Iteration 229Q: 35 clusters Score -2.055389e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 97344 members 
Mstep: Class 3 contains 41535 members 
Mstep: Class 4 contains 15062 members 
Mstep: Class 5 contains 25662 members 
Mstep: Class 6 contains 209492 members 
Mstep: Class 7 contains 81643 members 
Mstep: Class 8 contains 7236 members 
Mstep: Class 9 contains 17102 members 
Mstep: Class 10 contains 30897 members 
Mstep: Class 11 contains 172271 members 
Mstep: Class 12 contains 166866 members 
Mstep: Class 13 contains 71238 members 
Mstep: Class 14 contains 29363 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 110307 members 
Mstep: Class 17 contains 72323 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 18421 members 
Mstep: Class 20 contains 29033 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19924 members 
Mstep: Class 23 contains 7381 members 
Mstep: Class 24 contains 41943 members 
Mstep: Class 25 contains 245295 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173170 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4309 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8443 members 
Mstep: Class 33 contains 11089 members 
Mstep: Class 34 contains 5170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539008.000000 Penalty: 121378.507812
Iteration 230Q: 35 clusters Score -2.05539e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 97305 members 
Mstep: Class 3 contains 41533 members 
Mstep: Class 4 contains 15100 members 
Mstep: Class 5 contains 25609 members 
Mstep: Class 6 contains 209461 members 
Mstep: Class 7 contains 81636 members 
Mstep: Class 8 contains 7239 members 
Mstep: Class 9 contains 17096 members 
Mstep: Class 10 contains 30895 members 
Mstep: Class 11 contains 172243 members 
Mstep: Class 12 contains 166918 members 
Mstep: Class 13 contains 71231 members 
Mstep: Class 14 contains 29377 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110301 members 
Mstep: Class 17 contains 72343 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 29041 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 7384 members 
Mstep: Class 24 contains 41923 members 
Mstep: Class 25 contains 245311 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173158 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4319 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8531 members 
Mstep: Class 33 contains 11120 members 
Mstep: Class 34 contains 5187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539200.000000 Penalty: 121378.507812
Iteration 231Q: 35 clusters Score -2.055392e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 97281 members 
Mstep: Class 3 contains 41531 members 
Mstep: Class 4 contains 15135 members 
Mstep: Class 5 contains 25552 members 
Mstep: Class 6 contains 209431 members 
Mstep: Class 7 contains 81631 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 30889 members 
Mstep: Class 11 contains 172217 members 
Mstep: Class 12 contains 166947 members 
Mstep: Class 13 contains 71224 members 
Mstep: Class 14 contains 29387 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110295 members 
Mstep: Class 17 contains 72363 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 18383 members 
Mstep: Class 20 contains 29045 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 23 contains 7382 members 
Mstep: Class 24 contains 41907 members 
Mstep: Class 25 contains 245328 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173147 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4320 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 11161 members 
Mstep: Class 34 contains 5209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539392.000000 Penalty: 121378.507812
Iteration 232Q: 35 clusters Score -2.055394e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 97253 members 
Mstep: Class 3 contains 41534 members 
Mstep: Class 4 contains 15178 members 
Mstep: Class 5 contains 25504 members 
Mstep: Class 6 contains 209409 members 
Mstep: Class 7 contains 81627 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 17100 members 
Mstep: Class 10 contains 30887 members 
Mstep: Class 11 contains 172189 members 
Mstep: Class 12 contains 166985 members 
Mstep: Class 13 contains 71225 members 
Mstep: Class 14 contains 29375 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110285 members 
Mstep: Class 17 contains 72372 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 18360 members 
Mstep: Class 20 contains 29046 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19845 members 
Mstep: Class 23 contains 7388 members 
Mstep: Class 24 contains 41887 members 
Mstep: Class 25 contains 245342 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173146 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4319 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8749 members 
Mstep: Class 33 contains 11186 members 
Mstep: Class 34 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539824.000000 Penalty: 121378.507812
Iteration 233Q: 35 clusters Score -2.055398e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 97226 members 
Mstep: Class 3 contains 41530 members 
Mstep: Class 4 contains 15229 members 
Mstep: Class 5 contains 25443 members 
Mstep: Class 6 contains 209361 members 
Mstep: Class 7 contains 81629 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 17101 members 
Mstep: Class 10 contains 30882 members 
Mstep: Class 11 contains 172143 members 
Mstep: Class 12 contains 167012 members 
Mstep: Class 13 contains 71226 members 
Mstep: Class 14 contains 29363 members 
Mstep: Class 15 contains 47974 members 
Mstep: Class 16 contains 110278 members 
Mstep: Class 17 contains 72391 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 18341 members 
Mstep: Class 20 contains 29049 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19820 members 
Mstep: Class 23 contains 7392 members 
Mstep: Class 24 contains 41867 members 
Mstep: Class 25 contains 245364 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173132 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4319 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 8894 members 
Mstep: Class 33 contains 11225 members 
Mstep: Class 34 contains 5250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540064.000000 Penalty: 121378.507812
Iteration 234Q: 35 clusters Score -2.055401e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 97191 members 
Mstep: Class 3 contains 41523 members 
Mstep: Class 4 contains 15277 members 
Mstep: Class 5 contains 25384 members 
Mstep: Class 6 contains 209318 members 
Mstep: Class 7 contains 81631 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 17107 members 
Mstep: Class 10 contains 30875 members 
Mstep: Class 11 contains 172091 members 
Mstep: Class 12 contains 167032 members 
Mstep: Class 13 contains 71211 members 
Mstep: Class 14 contains 29334 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110268 members 
Mstep: Class 17 contains 72407 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 18310 members 
Mstep: Class 20 contains 29050 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 41840 members 
Mstep: Class 25 contains 245391 members 
Mstep: Class 26 contains 1229 members 
Mstep: Class 27 contains 173129 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4322 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 9088 members 
Mstep: Class 33 contains 11263 members 
Mstep: Class 34 contains 5276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540016.000000 Penalty: 121378.507812
Iteration 235Q: 35 clusters Score -2.0554e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 97158 members 
Mstep: Class 3 contains 41521 members 
Mstep: Class 4 contains 15316 members 
Mstep: Class 5 contains 25348 members 
Mstep: Class 6 contains 209272 members 
Mstep: Class 7 contains 81640 members 
Mstep: Class 8 contains 7250 members 
Mstep: Class 9 contains 17109 members 
Mstep: Class 10 contains 30866 members 
Mstep: Class 11 contains 172009 members 
Mstep: Class 12 contains 167047 members 
Mstep: Class 13 contains 71197 members 
Mstep: Class 14 contains 29297 members 
Mstep: Class 15 contains 47974 members 
Mstep: Class 16 contains 110247 members 
Mstep: Class 17 contains 72422 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 18282 members 
Mstep: Class 20 contains 29049 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19767 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 41820 members 
Mstep: Class 25 contains 245412 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 173136 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4334 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 301 members 
Mstep: Class 32 contains 9275 members 
Mstep: Class 33 contains 11293 members 
Mstep: Class 34 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539968.000000 Penalty: 121378.507812
Iteration 236Q: 35 clusters Score -2.0554e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 97123 members 
Mstep: Class 3 contains 41516 members 
Mstep: Class 4 contains 15349 members 
Mstep: Class 5 contains 25308 members 
Mstep: Class 6 contains 209252 members 
Mstep: Class 7 contains 81646 members 
Mstep: Class 8 contains 7249 members 
Mstep: Class 9 contains 17105 members 
Mstep: Class 10 contains 30854 members 
Mstep: Class 11 contains 171921 members 
Mstep: Class 12 contains 167065 members 
Mstep: Class 13 contains 71184 members 
Mstep: Class 14 contains 29260 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 110217 members 
Mstep: Class 17 contains 72434 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 18263 members 
Mstep: Class 20 contains 29056 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19740 members 
Mstep: Class 23 contains 7395 members 
Mstep: Class 24 contains 41799 members 
Mstep: Class 25 contains 245452 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173154 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4336 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 9431 members 
Mstep: Class 33 contains 11326 members 
Mstep: Class 34 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540064.000000 Penalty: 121378.507812
Iteration 237Q: 35 clusters Score -2.055401e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 97086 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 15387 members 
Mstep: Class 5 contains 25258 members 
Mstep: Class 6 contains 209222 members 
Mstep: Class 7 contains 81647 members 
Mstep: Class 8 contains 7252 members 
Mstep: Class 9 contains 17106 members 
Mstep: Class 10 contains 30850 members 
Mstep: Class 11 contains 171849 members 
Mstep: Class 12 contains 167071 members 
Mstep: Class 13 contains 71168 members 
Mstep: Class 14 contains 29255 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110203 members 
Mstep: Class 17 contains 72465 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 18254 members 
Mstep: Class 20 contains 29063 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19725 members 
Mstep: Class 23 contains 7395 members 
Mstep: Class 24 contains 41775 members 
Mstep: Class 25 contains 245480 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173163 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4335 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9542 members 
Mstep: Class 33 contains 11356 members 
Mstep: Class 34 contains 5340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539840.000000 Penalty: 121378.507812
Iteration 238Q: 35 clusters Score -2.055398e+08 nChanged 811
Entering ConstructFrom: 
Score: -205539840.000000 Penalty: 121378.507812
Entering ConstructFrom: 
Trying to split cluster 1 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1580904.875000 Penalty: 2364.794678
	Iteration 0F: 2 clusters Score -1580905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1570743.625000 Penalty: 4729.589355
	Iteration 0F: 3 clusters Score -1570744 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1574000.875000 Penalty: 4729.589355
	Iteration 1F: 3 clusters Score -1574001 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1574472.375000 Penalty: 4729.589355
	Iteration 2F: 3 clusters Score -1574472 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1574941.375000 Penalty: 4729.589355
	Iteration 3F: 3 clusters Score -1574941 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1575424.875000 Penalty: 4729.589355
	Iteration 4F: 3 clusters Score -1575425 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1575958.375000 Penalty: 4729.589355
	Iteration 5F: 3 clusters Score -1575958 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1576519.250000 Penalty: 4729.589355
	Iteration 6F: 3 clusters Score -1576519 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1577017.750000 Penalty: 4729.589355
	Iteration 7F: 3 clusters Score -1577018 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1577419.375000 Penalty: 4729.589355
	Iteration 8Q: 3 clusters Score -1577419 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1577728.125000 Penalty: 4729.589355
	Iteration 9Q: 3 clusters Score -1577728 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1577972.750000 Penalty: 4729.589355
	Iteration 10Q: 3 clusters Score -1577973 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1578128.250000 Penalty: 4729.589355
	Iteration 11Q: 3 clusters Score -1578128 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1578227.375000 Penalty: 4729.589355
	Iteration 12Q: 3 clusters Score -1578227 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1578298.500000 Penalty: 4729.589355
	Iteration 13Q: 3 clusters Score -1578298 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1578343.250000 Penalty: 4729.589355
	Iteration 14Q: 3 clusters Score -1578343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1578385.500000 Penalty: 4729.589355
	Iteration 15Q: 3 clusters Score -1578386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1578407.125000 Penalty: 4729.589355
	Iteration 16Q: 3 clusters Score -1578407 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1578428.875000 Penalty: 4729.589355
	Iteration 17Q: 3 clusters Score -1578429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1578439.000000 Penalty: 4729.589355
	Iteration 18Q: 3 clusters Score -1578439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1578457.750000 Penalty: 4729.589355
	Iteration 19Q: 3 clusters Score -1578458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1578475.500000 Penalty: 4729.589355
	Iteration 20F: 3 clusters Score -1578476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1578487.375000 Penalty: 4729.589355
	Iteration 21Q: 3 clusters Score -1578487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1578504.875000 Penalty: 4729.589355
	Iteration 22Q: 3 clusters Score -1578505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1578516.875000 Penalty: 4729.589355
	Iteration 23Q: 3 clusters Score -1578517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1578523.625000 Penalty: 4729.589355
	Iteration 24Q: 3 clusters Score -1578524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1578535.500000 Penalty: 4729.589355
	Iteration 25Q: 3 clusters Score -1578536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1578541.875000 Penalty: 4729.589355
	Iteration 26Q: 3 clusters Score -1578542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1578550.750000 Penalty: 4729.589355
	Iteration 27Q: 3 clusters Score -1578551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1578557.375000 Penalty: 4729.589355
	Iteration 28Q: 3 clusters Score -1578557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1578566.125000 Penalty: 4729.589355
	Iteration 29Q: 3 clusters Score -1578566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1578568.250000 Penalty: 4729.589355
	Iteration 30Q: 3 clusters Score -1578568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1578573.250000 Penalty: 4729.589355
	Iteration 31Q: 3 clusters Score -1578573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1578581.375000 Penalty: 4729.589355
	Iteration 32Q: 3 clusters Score -1578581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1578584.375000 Penalty: 4729.589355
	Iteration 33Q: 3 clusters Score -1578584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1578588.625000 Penalty: 4729.589355
	Iteration 34Q: 3 clusters Score -1578589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1578594.500000 Penalty: 4729.589355
	Iteration 35Q: 3 clusters Score -1578594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1578600.750000 Penalty: 4729.589355
	Iteration 36Q: 3 clusters Score -1578601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1578600.625000 Penalty: 4729.589355
	Iteration 37Q: 3 clusters Score -1578601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1578607.875000 Penalty: 4729.589355
	Iteration 38Q: 3 clusters Score -1578608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1578612.000000 Penalty: 4729.589355
	Iteration 39Q: 3 clusters Score -1578612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1578618.625000 Penalty: 4729.589355
	Iteration 40F: 3 clusters Score -1578619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1578618.500000 Penalty: 4729.589355
	Iteration 41Q: 3 clusters Score -1578618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1578624.000000 Penalty: 4729.589355
	Iteration 42Q: 3 clusters Score -1578624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1578631.000000 Penalty: 4729.589355
	Iteration 43Q: 3 clusters Score -1578631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1578631.125000 Penalty: 4729.589355
	Iteration 44Q: 3 clusters Score -1578631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1578635.875000 Penalty: 4729.589355
	Iteration 45Q: 3 clusters Score -1578636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1578647.250000 Penalty: 4729.589355
	Iteration 46Q: 3 clusters Score -1578647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1578647.250000 Penalty: 4729.589355
	Iteration 47Q: 3 clusters Score -1578647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1578657.500000 Penalty: 4729.589355
	Iteration 48Q: 3 clusters Score -1578658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1578657.500000 Penalty: 4729.589355
	Iteration 49Q: 3 clusters Score -1578658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1578659.500000 Penalty: 4729.589355
	Iteration 50Q: 3 clusters Score -1578660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1578669.375000 Penalty: 4729.589355
	Iteration 51Q: 3 clusters Score -1578669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1578675.375000 Penalty: 4729.589355
	Iteration 52Q: 3 clusters Score -1578675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1578677.125000 Penalty: 4729.589355
	Iteration 53Q: 3 clusters Score -1578677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1578678.375000 Penalty: 4729.589355
	Iteration 54Q: 3 clusters Score -1578678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1578685.625000 Penalty: 4729.589355
	Iteration 55Q: 3 clusters Score -1578686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1578690.750000 Penalty: 4729.589355
	Iteration 56Q: 3 clusters Score -1578691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1578702.000000 Penalty: 4729.589355
	Iteration 57Q: 3 clusters Score -1578702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1578713.000000 Penalty: 4729.589355
	Iteration 58Q: 3 clusters Score -1578713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1578731.625000 Penalty: 4729.589355
	Iteration 59Q: 3 clusters Score -1578732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1578745.500000 Penalty: 4729.589355
	Iteration 60F: 3 clusters Score -1578746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1578767.375000 Penalty: 4729.589355
	Iteration 61Q: 3 clusters Score -1578767 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1578801.000000 Penalty: 4729.589355
	Iteration 62Q: 3 clusters Score -1578801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1578830.375000 Penalty: 4729.589355
	Iteration 63Q: 3 clusters Score -1578830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1578879.000000 Penalty: 4729.589355
	Iteration 64Q: 3 clusters Score -1578879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1578939.625000 Penalty: 4729.589355
	Iteration 65Q: 3 clusters Score -1578940 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1579012.000000 Penalty: 4729.589355
	Iteration 66Q: 3 clusters Score -1579012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1579068.750000 Penalty: 4729.589355
	Iteration 67Q: 3 clusters Score -1579069 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1579134.500000 Penalty: 4729.589355
	Iteration 68Q: 3 clusters Score -1579134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1579183.625000 Penalty: 4729.589355
	Iteration 69Q: 3 clusters Score -1579184 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1579223.375000 Penalty: 4729.589355
	Iteration 70Q: 3 clusters Score -1579223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1579261.000000 Penalty: 4729.589355
	Iteration 71Q: 3 clusters Score -1579261 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1579300.625000 Penalty: 4729.589355
	Iteration 72Q: 3 clusters Score -1579301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1579344.625000 Penalty: 4729.589355
	Iteration 73Q: 3 clusters Score -1579345 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1579385.375000 Penalty: 4729.589355
	Iteration 74Q: 3 clusters Score -1579385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1579409.500000 Penalty: 4729.589355
	Iteration 75Q: 3 clusters Score -1579410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1579425.625000 Penalty: 4729.589355
	Iteration 76Q: 3 clusters Score -1579426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1579441.250000 Penalty: 4729.589355
	Iteration 77Q: 3 clusters Score -1579441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1579458.000000 Penalty: 4729.589355
	Iteration 78Q: 3 clusters Score -1579458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1579472.625000 Penalty: 4729.589355
	Iteration 79Q: 3 clusters Score -1579473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1579486.500000 Penalty: 4729.589355
	Iteration 80F: 3 clusters Score -1579486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1579494.875000 Penalty: 4729.589355
	Iteration 81Q: 3 clusters Score -1579495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1579505.625000 Penalty: 4729.589355
	Iteration 82Q: 3 clusters Score -1579506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1579518.875000 Penalty: 4729.589355
	Iteration 83Q: 3 clusters Score -1579519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1579533.125000 Penalty: 4729.589355
	Iteration 84Q: 3 clusters Score -1579533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1579543.500000 Penalty: 4729.589355
	Iteration 85Q: 3 clusters Score -1579544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1579551.625000 Penalty: 4729.589355
	Iteration 86Q: 3 clusters Score -1579552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1579561.750000 Penalty: 4729.589355
	Iteration 87Q: 3 clusters Score -1579562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1579568.500000 Penalty: 4729.589355
	Iteration 88Q: 3 clusters Score -1579568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1579577.125000 Penalty: 4729.589355
	Iteration 89Q: 3 clusters Score -1579577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1579578.375000 Penalty: 4729.589355
	Iteration 90Q: 3 clusters Score -1579578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1579585.125000 Penalty: 4729.589355
	Iteration 91Q: 3 clusters Score -1579585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1579589.375000 Penalty: 4729.589355
	Iteration 92Q: 3 clusters Score -1579589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1579592.250000 Penalty: 4729.589355
	Iteration 93Q: 3 clusters Score -1579592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1579596.500000 Penalty: 4729.589355
	Iteration 94Q: 3 clusters Score -1579596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1579599.250000 Penalty: 4729.589355
	Iteration 95Q: 3 clusters Score -1579599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1579597.750000 Penalty: 4729.589355
	Iteration 96Q: 3 clusters Score -1579598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1579600.000000 Penalty: 4729.589355
	Iteration 97Q: 3 clusters Score -1579600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1579600.125000 Penalty: 4729.589355
	Iteration 98Q: 3 clusters Score -1579600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1579606.000000 Penalty: 4729.589355
	Iteration 99Q: 3 clusters Score -1579606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1579603.375000 Penalty: 4729.589355
	Iteration 100F: 3 clusters Score -1579603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1579604.250000 Penalty: 4729.589355
	Iteration 101Q: 3 clusters Score -1579604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1579603.375000 Penalty: 4729.589355
	Iteration 102Q: 3 clusters Score -1579603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1579605.750000 Penalty: 4729.589355
	Iteration 103Q: 3 clusters Score -1579606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1579607.125000 Penalty: 4729.589355
	Iteration 104Q: 3 clusters Score -1579607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1579606.375000 Penalty: 4729.589355
	Iteration 105Q: 3 clusters Score -1579606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1579609.875000 Penalty: 4729.589355
	Iteration 106Q: 3 clusters Score -1579610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1579615.000000 Penalty: 4729.589355
	Iteration 107Q: 3 clusters Score -1579615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1579616.500000 Penalty: 4729.589355
	Iteration 108Q: 3 clusters Score -1579616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1579614.125000 Penalty: 4729.589355
	Iteration 109Q: 3 clusters Score -1579614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1579616.750000 Penalty: 4729.589355
	Iteration 110Q: 3 clusters Score -1579617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1579621.000000 Penalty: 4729.589355
	Iteration 111Q: 3 clusters Score -1579621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1579622.125000 Penalty: 4729.589355
	Iteration 112Q: 3 clusters Score -1579622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1579621.250000 Penalty: 4729.589355
	Iteration 113Q: 3 clusters Score -1579621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1579622.875000 Penalty: 4729.589355
	Iteration 114Q: 3 clusters Score -1579623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1579625.250000 Penalty: 4729.589355
	Iteration 115Q: 3 clusters Score -1579625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1579627.750000 Penalty: 4729.589355
	Iteration 116Q: 3 clusters Score -1579628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1579632.000000 Penalty: 4729.589355
	Iteration 117Q: 3 clusters Score -1579632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1579631.000000 Penalty: 4729.589355
	Iteration 118Q: 3 clusters Score -1579631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1579632.375000 Penalty: 4729.589355
	Iteration 119Q: 3 clusters Score -1579632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1579631.625000 Penalty: 4729.589355
	Iteration 120F: 3 clusters Score -1579632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Entering Unmasked Estep 
Score: -11567399.000000 Penalty: 2847.799805
	Iteration 0F: 2 clusters Score -1.15674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -11502816.000000 Penalty: 5695.599609
	Iteration 0F: 3 clusters Score -1.150282e+07 nChanged 45759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -11529212.000000 Penalty: 5695.599609
	Iteration 1F: 3 clusters Score -1.152921e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -11530437.000000 Penalty: 5695.599609
	Iteration 2Q: 3 clusters Score -1.153044e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -11532140.000000 Penalty: 5695.599609
	Iteration 3Q: 3 clusters Score -1.153214e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -11534635.000000 Penalty: 5695.599609
	Iteration 4F: 3 clusters Score -1.153464e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -11538526.000000 Penalty: 5695.599609
	Iteration 5F: 3 clusters Score -1.153853e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -11543922.000000 Penalty: 5695.599609
	Iteration 6F: 3 clusters Score -1.154392e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -11550547.000000 Penalty: 5695.599609
	Iteration 7F: 3 clusters Score -1.155055e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -11556538.000000 Penalty: 5695.599609
	Iteration 8F: 3 clusters Score -1.155654e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -11560823.000000 Penalty: 5695.599609
	Iteration 9Q: 3 clusters Score -1.156082e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -11563221.000000 Penalty: 5695.599609
	Iteration 10Q: 3 clusters Score -1.156322e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -11564228.000000 Penalty: 5695.599609
	Iteration 11Q: 3 clusters Score -1.156423e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11564613.000000 Penalty: 5695.599609
	Iteration 12Q: 3 clusters Score -1.156461e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -11564831.000000 Penalty: 5695.599609
	Iteration 13Q: 3 clusters Score -1.156483e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11564932.000000 Penalty: 5695.599609
	Iteration 14Q: 3 clusters Score -1.156493e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -11564996.000000 Penalty: 5695.599609
	Iteration 15Q: 3 clusters Score -1.1565e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11565018.000000 Penalty: 5695.599609
	Iteration 16Q: 3 clusters Score -1.156502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11565077.000000 Penalty: 5695.599609
	Iteration 17Q: 3 clusters Score -1.156508e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11565101.000000 Penalty: 5695.599609
	Iteration 18Q: 3 clusters Score -1.15651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -11565113.000000 Penalty: 5695.599609
	Iteration 19Q: 3 clusters Score -1.156511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11565113.000000 Penalty: 5695.599609
	Iteration 20F: 3 clusters Score -1.156511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -11565123.000000 Penalty: 5695.599609
	Iteration 21Q: 3 clusters Score -1.156512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11565125.000000 Penalty: 5695.599609
	Iteration 22Q: 3 clusters Score -1.156512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11565124.000000 Penalty: 5695.599609
	Iteration 23Q: 3 clusters Score -1.156512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11565146.000000 Penalty: 5695.599609
	Iteration 24Q: 3 clusters Score -1.156515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11565157.000000 Penalty: 5695.599609
	Iteration 25Q: 3 clusters Score -1.156516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -11565157.000000 Penalty: 5695.599609
	Iteration 26Q: 3 clusters Score -1.156516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11565153.000000 Penalty: 5695.599609
	Iteration 27Q: 3 clusters Score -1.156515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11565154.000000 Penalty: 5695.599609
	Iteration 28Q: 3 clusters Score -1.156515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11565160.000000 Penalty: 5695.599609
	Iteration 29Q: 3 clusters Score -1.156516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11565169.000000 Penalty: 5695.599609
	Iteration 30Q: 3 clusters Score -1.156517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11565171.000000 Penalty: 5695.599609
	Iteration 31Q: 3 clusters Score -1.156517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11565160.000000 Penalty: 5695.599609
	Iteration 32Q: 3 clusters Score -1.156516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11565153.000000 Penalty: 5695.599609
	Iteration 33Q: 3 clusters Score -1.156515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11565157.000000 Penalty: 5695.599609
	Iteration 34Q: 3 clusters Score -1.156516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11565163.000000 Penalty: 5695.599609
	Iteration 35Q: 3 clusters Score -1.156516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11565162.000000 Penalty: 5695.599609
	Iteration 36Q: 3 clusters Score -1.156516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11565165.000000 Penalty: 5695.599609
	Iteration 37Q: 3 clusters Score -1.156516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11565165.000000 Penalty: 5695.599609
	Iteration 38Q: 3 clusters Score -1.156516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11565162.000000 Penalty: 5695.599609
	Iteration 39Q: 3 clusters Score -1.156516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11565177.000000 Penalty: 5695.599609
	Iteration 40F: 3 clusters Score -1.156518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11565167.000000 Penalty: 5695.599609
	Iteration 41Q: 3 clusters Score -1.156517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11565161.000000 Penalty: 5695.599609
	Iteration 42Q: 3 clusters Score -1.156516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11565173.000000 Penalty: 5695.599609
	Iteration 43Q: 3 clusters Score -1.156517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11565165.000000 Penalty: 5695.599609
	Iteration 44Q: 3 clusters Score -1.156516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11565177.000000 Penalty: 5695.599609
	Iteration 45Q: 3 clusters Score -1.156518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11565178.000000 Penalty: 5695.599609
	Iteration 46Q: 3 clusters Score -1.156518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11565181.000000 Penalty: 5695.599609
	Iteration 47Q: 3 clusters Score -1.156518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11565184.000000 Penalty: 5695.599609
	Iteration 48Q: 3 clusters Score -1.156518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11565180.000000 Penalty: 5695.599609
	Iteration 49Q: 3 clusters Score -1.156518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11565180.000000 Penalty: 5695.599609
	Iteration 50Q: 3 clusters Score -1.156518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11565173.000000 Penalty: 5695.599609
	Iteration 51Q: 3 clusters Score -1.156517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11565179.000000 Penalty: 5695.599609
	Iteration 52Q: 3 clusters Score -1.156518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11565178.000000 Penalty: 5695.599609
	Iteration 53Q: 3 clusters Score -1.156518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11565177.000000 Penalty: 5695.599609
	Iteration 54Q: 3 clusters Score -1.156518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11565188.000000 Penalty: 5695.599609
	Iteration 55Q: 3 clusters Score -1.156519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11565188.000000 Penalty: 5695.599609
	Iteration 56F: 3 clusters Score -1.156519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Entering Unmasked Estep 
Score: -4983922.000000 Penalty: 2637.166992
	Iteration 0F: 2 clusters Score -4983922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4955755.000000 Penalty: 5274.333984
	Iteration 0F: 3 clusters Score -4955755 nChanged 19001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4966145.500000 Penalty: 5274.333984
	Iteration 1F: 3 clusters Score -4966146 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4966950.000000 Penalty: 5274.333984
	Iteration 2Q: 3 clusters Score -4966950 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4968015.000000 Penalty: 5274.333984
	Iteration 3F: 3 clusters Score -4968015 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4969366.500000 Penalty: 5274.333984
	Iteration 4F: 3 clusters Score -4969366 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4970957.000000 Penalty: 5274.333984
	Iteration 5F: 3 clusters Score -4970957 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4972507.500000 Penalty: 5274.333984
	Iteration 6F: 3 clusters Score -4972508 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4973742.000000 Penalty: 5274.333984
	Iteration 7F: 3 clusters Score -4973742 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -4974604.500000 Penalty: 5274.333984
	Iteration 8Q: 3 clusters Score -4974604 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4975238.000000 Penalty: 5274.333984
	Iteration 9Q: 3 clusters Score -4975238 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4975753.000000 Penalty: 5274.333984
	Iteration 10Q: 3 clusters Score -4975753 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4976255.000000 Penalty: 5274.333984
	Iteration 11Q: 3 clusters Score -4976255 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4976805.000000 Penalty: 5274.333984
	Iteration 12Q: 3 clusters Score -4976805 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4977350.000000 Penalty: 5274.333984
	Iteration 13Q: 3 clusters Score -4977350 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4977926.000000 Penalty: 5274.333984
	Iteration 14Q: 3 clusters Score -4977926 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4978490.000000 Penalty: 5274.333984
	Iteration 15Q: 3 clusters Score -4978490 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4978975.000000 Penalty: 5274.333984
	Iteration 16Q: 3 clusters Score -4978975 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4979418.500000 Penalty: 5274.333984
	Iteration 17Q: 3 clusters Score -4979418 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -4979739.500000 Penalty: 5274.333984
	Iteration 18Q: 3 clusters Score -4979740 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4980096.500000 Penalty: 5274.333984
	Iteration 19Q: 3 clusters Score -4980096 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4980355.500000 Penalty: 5274.333984
	Iteration 20F: 3 clusters Score -4980356 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4980650.000000 Penalty: 5274.333984
	Iteration 21Q: 3 clusters Score -4980650 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4980922.000000 Penalty: 5274.333984
	Iteration 22Q: 3 clusters Score -4980922 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4981132.500000 Penalty: 5274.333984
	Iteration 23Q: 3 clusters Score -4981132 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4981339.500000 Penalty: 5274.333984
	Iteration 24Q: 3 clusters Score -4981340 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4981493.500000 Penalty: 5274.333984
	Iteration 25Q: 3 clusters Score -4981494 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -4981637.500000 Penalty: 5274.333984
	Iteration 26Q: 3 clusters Score -4981638 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -4981754.500000 Penalty: 5274.333984
	Iteration 27Q: 3 clusters Score -4981754 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -4981862.500000 Penalty: 5274.333984
	Iteration 28Q: 3 clusters Score -4981862 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4981943.500000 Penalty: 5274.333984
	Iteration 29Q: 3 clusters Score -4981944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4981998.500000 Penalty: 5274.333984
	Iteration 30Q: 3 clusters Score -4981998 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -4982055.000000 Penalty: 5274.333984
	Iteration 31Q: 3 clusters Score -4982055 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -4982105.500000 Penalty: 5274.333984
	Iteration 32Q: 3 clusters Score -4982106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -4982121.500000 Penalty: 5274.333984
	Iteration 33Q: 3 clusters Score -4982122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -4982134.000000 Penalty: 5274.333984
	Iteration 34Q: 3 clusters Score -4982134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -4982160.500000 Penalty: 5274.333984
	Iteration 35Q: 3 clusters Score -4982160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4982179.500000 Penalty: 5274.333984
	Iteration 36Q: 3 clusters Score -4982180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -4982201.500000 Penalty: 5274.333984
	Iteration 37Q: 3 clusters Score -4982202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4982206.000000 Penalty: 5274.333984
	Iteration 38Q: 3 clusters Score -4982206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -4982210.000000 Penalty: 5274.333984
	Iteration 39Q: 3 clusters Score -4982210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -4982209.500000 Penalty: 5274.333984
	Iteration 40F: 3 clusters Score -4982210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4982215.500000 Penalty: 5274.333984
	Iteration 41Q: 3 clusters Score -4982216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -4982215.000000 Penalty: 5274.333984
	Iteration 42Q: 3 clusters Score -4982215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4982218.500000 Penalty: 5274.333984
	Iteration 43Q: 3 clusters Score -4982218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -4982218.000000 Penalty: 5274.333984
	Iteration 44Q: 3 clusters Score -4982218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -4982225.000000 Penalty: 5274.333984
	Iteration 45Q: 3 clusters Score -4982225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4982228.500000 Penalty: 5274.333984
	Iteration 46Q: 3 clusters Score -4982228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -4982226.000000 Penalty: 5274.333984
	Iteration 47Q: 3 clusters Score -4982226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4982224.500000 Penalty: 5274.333984
	Iteration 48Q: 3 clusters Score -4982224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -4982226.000000 Penalty: 5274.333984
	Iteration 49Q: 3 clusters Score -4982226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4982228.500000 Penalty: 5274.333984
	Iteration 50Q: 3 clusters Score -4982228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4982235.000000 Penalty: 5274.333984
	Iteration 51Q: 3 clusters Score -4982235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4982237.500000 Penalty: 5274.333984
	Iteration 52Q: 3 clusters Score -4982238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -4982241.500000 Penalty: 5274.333984
	Iteration 53Q: 3 clusters Score -4982242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -4982239.000000 Penalty: 5274.333984
	Iteration 54Q: 3 clusters Score -4982239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -4982243.500000 Penalty: 5274.333984
	Iteration 55Q: 3 clusters Score -4982244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -4982246.500000 Penalty: 5274.333984
	Iteration 56Q: 3 clusters Score -4982246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -4982241.500000 Penalty: 5274.333984
	Iteration 57Q: 3 clusters Score -4982242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -4982245.500000 Penalty: 5274.333984
	Iteration 58Q: 3 clusters Score -4982246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -4982248.000000 Penalty: 5274.333984
	Iteration 59Q: 3 clusters Score -4982248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -4982247.500000 Penalty: 5274.333984
	Iteration 60F: 3 clusters Score -4982248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4982246.000000 Penalty: 5274.333984
	Iteration 61Q: 3 clusters Score -4982246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4982250.000000 Penalty: 5274.333984
	Iteration 62Q: 3 clusters Score -4982250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -4982248.500000 Penalty: 5274.333984
	Iteration 63Q: 3 clusters Score -4982248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -4982248.500000 Penalty: 5274.333984
	Iteration 64F: 3 clusters Score -4982248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Entering Unmasked Estep 
Score: -1782909.500000 Penalty: 2391.680908
	Iteration 0F: 2 clusters Score -1782910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1771820.125000 Penalty: 4783.361816
	Iteration 0F: 3 clusters Score -1771820 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1775460.375000 Penalty: 4783.361816
	Iteration 1F: 3 clusters Score -1775460 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1776015.000000 Penalty: 4783.361816
	Iteration 2F: 3 clusters Score -1776015 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1776507.250000 Penalty: 4783.361816
	Iteration 3F: 3 clusters Score -1776507 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1776978.625000 Penalty: 4783.361816
	Iteration 4F: 3 clusters Score -1776979 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1777507.000000 Penalty: 4783.361816
	Iteration 5F: 3 clusters Score -1777507 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1778061.875000 Penalty: 4783.361816
	Iteration 6F: 3 clusters Score -1778062 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1778517.375000 Penalty: 4783.361816
	Iteration 7Q: 3 clusters Score -1778517 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1778888.750000 Penalty: 4783.361816
	Iteration 8Q: 3 clusters Score -1778889 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1779217.250000 Penalty: 4783.361816
	Iteration 9Q: 3 clusters Score -1779217 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1779474.875000 Penalty: 4783.361816
	Iteration 10Q: 3 clusters Score -1779475 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1779693.750000 Penalty: 4783.361816
	Iteration 11Q: 3 clusters Score -1779694 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1779883.125000 Penalty: 4783.361816
	Iteration 12Q: 3 clusters Score -1779883 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1780044.250000 Penalty: 4783.361816
	Iteration 13Q: 3 clusters Score -1780044 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1780173.000000 Penalty: 4783.361816
	Iteration 14Q: 3 clusters Score -1780173 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1780302.000000 Penalty: 4783.361816
	Iteration 15Q: 3 clusters Score -1780302 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1780390.750000 Penalty: 4783.361816
	Iteration 16Q: 3 clusters Score -1780391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1780470.750000 Penalty: 4783.361816
	Iteration 17Q: 3 clusters Score -1780471 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1780529.125000 Penalty: 4783.361816
	Iteration 18Q: 3 clusters Score -1780529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1780581.000000 Penalty: 4783.361816
	Iteration 19Q: 3 clusters Score -1780581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1780612.875000 Penalty: 4783.361816
	Iteration 20F: 3 clusters Score -1780613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1780634.500000 Penalty: 4783.361816
	Iteration 21Q: 3 clusters Score -1780634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1780660.625000 Penalty: 4783.361816
	Iteration 22Q: 3 clusters Score -1780661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1780687.000000 Penalty: 4783.361816
	Iteration 23Q: 3 clusters Score -1780687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1780710.125000 Penalty: 4783.361816
	Iteration 24Q: 3 clusters Score -1780710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1780722.250000 Penalty: 4783.361816
	Iteration 25Q: 3 clusters Score -1780722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1780739.750000 Penalty: 4783.361816
	Iteration 26Q: 3 clusters Score -1780740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1780757.875000 Penalty: 4783.361816
	Iteration 27Q: 3 clusters Score -1780758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1780768.625000 Penalty: 4783.361816
	Iteration 28Q: 3 clusters Score -1780769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1780779.250000 Penalty: 4783.361816
	Iteration 29Q: 3 clusters Score -1780779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1780790.750000 Penalty: 4783.361816
	Iteration 30Q: 3 clusters Score -1780791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1780795.125000 Penalty: 4783.361816
	Iteration 31Q: 3 clusters Score -1780795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1780803.625000 Penalty: 4783.361816
	Iteration 32Q: 3 clusters Score -1780804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1780807.750000 Penalty: 4783.361816
	Iteration 33Q: 3 clusters Score -1780808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1780813.000000 Penalty: 4783.361816
	Iteration 34Q: 3 clusters Score -1780813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1780820.000000 Penalty: 4783.361816
	Iteration 35Q: 3 clusters Score -1780820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1780826.125000 Penalty: 4783.361816
	Iteration 36Q: 3 clusters Score -1780826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1780836.750000 Penalty: 4783.361816
	Iteration 37Q: 3 clusters Score -1780837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1780846.875000 Penalty: 4783.361816
	Iteration 38Q: 3 clusters Score -1780847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1780853.375000 Penalty: 4783.361816
	Iteration 39Q: 3 clusters Score -1780853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1780861.000000 Penalty: 4783.361816
	Iteration 40F: 3 clusters Score -1780861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1780867.125000 Penalty: 4783.361816
	Iteration 41Q: 3 clusters Score -1780867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1780867.375000 Penalty: 4783.361816
	Iteration 42Q: 3 clusters Score -1780867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1780869.500000 Penalty: 4783.361816
	Iteration 43Q: 3 clusters Score -1780870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1780873.375000 Penalty: 4783.361816
	Iteration 44Q: 3 clusters Score -1780873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1780874.000000 Penalty: 4783.361816
	Iteration 45Q: 3 clusters Score -1780874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1780879.625000 Penalty: 4783.361816
	Iteration 46Q: 3 clusters Score -1780880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1780881.875000 Penalty: 4783.361816
	Iteration 47Q: 3 clusters Score -1780882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1780880.375000 Penalty: 4783.361816
	Iteration 48Q: 3 clusters Score -1780880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1780880.375000 Penalty: 4783.361816
	Iteration 49F: 3 clusters Score -1780880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Entering Unmasked Estep 
Score: -2802353.000000 Penalty: 2513.459229
	Iteration 0F: 2 clusters Score -2802353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2784922.500000 Penalty: 5026.918457
	Iteration 0F: 3 clusters Score -2784922 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2791160.500000 Penalty: 5026.918457
	Iteration 1F: 3 clusters Score -2791160 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2792142.250000 Penalty: 5026.918457
	Iteration 2F: 3 clusters Score -2792142 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2793246.750000 Penalty: 5026.918457
	Iteration 3F: 3 clusters Score -2793247 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2794335.250000 Penalty: 5026.918457
	Iteration 4F: 3 clusters Score -2794335 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2795305.250000 Penalty: 5026.918457
	Iteration 5F: 3 clusters Score -2795305 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2796142.750000 Penalty: 5026.918457
	Iteration 6F: 3 clusters Score -2796143 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2796767.250000 Penalty: 5026.918457
	Iteration 7F: 3 clusters Score -2796767 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2797182.750000 Penalty: 5026.918457
	Iteration 8Q: 3 clusters Score -2797183 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2797589.500000 Penalty: 5026.918457
	Iteration 9Q: 3 clusters Score -2797590 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2797890.750000 Penalty: 5026.918457
	Iteration 10Q: 3 clusters Score -2797891 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2798187.500000 Penalty: 5026.918457
	Iteration 11Q: 3 clusters Score -2798188 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2798436.750000 Penalty: 5026.918457
	Iteration 12Q: 3 clusters Score -2798437 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2798672.000000 Penalty: 5026.918457
	Iteration 13Q: 3 clusters Score -2798672 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2798921.250000 Penalty: 5026.918457
	Iteration 14Q: 3 clusters Score -2798921 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2799126.500000 Penalty: 5026.918457
	Iteration 15Q: 3 clusters Score -2799126 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2799282.000000 Penalty: 5026.918457
	Iteration 16Q: 3 clusters Score -2799282 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2799374.500000 Penalty: 5026.918457
	Iteration 17Q: 3 clusters Score -2799374 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2799433.000000 Penalty: 5026.918457
	Iteration 18Q: 3 clusters Score -2799433 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2799489.250000 Penalty: 5026.918457
	Iteration 19Q: 3 clusters Score -2799489 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2799521.750000 Penalty: 5026.918457
	Iteration 20F: 3 clusters Score -2799522 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2799560.250000 Penalty: 5026.918457
	Iteration 21Q: 3 clusters Score -2799560 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2799598.250000 Penalty: 5026.918457
	Iteration 22Q: 3 clusters Score -2799598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2799627.750000 Penalty: 5026.918457
	Iteration 23Q: 3 clusters Score -2799628 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2799675.750000 Penalty: 5026.918457
	Iteration 24Q: 3 clusters Score -2799676 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2799746.500000 Penalty: 5026.918457
	Iteration 25Q: 3 clusters Score -2799746 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2799827.250000 Penalty: 5026.918457
	Iteration 26Q: 3 clusters Score -2799827 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2799962.000000 Penalty: 5026.918457
	Iteration 27Q: 3 clusters Score -2799962 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2800137.250000 Penalty: 5026.918457
	Iteration 28Q: 3 clusters Score -2800137 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2800310.250000 Penalty: 5026.918457
	Iteration 29Q: 3 clusters Score -2800310 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2800494.000000 Penalty: 5026.918457
	Iteration 30Q: 3 clusters Score -2800494 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2800679.250000 Penalty: 5026.918457
	Iteration 31Q: 3 clusters Score -2800679 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2800825.500000 Penalty: 5026.918457
	Iteration 32Q: 3 clusters Score -2800826 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2800930.000000 Penalty: 5026.918457
	Iteration 33Q: 3 clusters Score -2800930 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2801009.250000 Penalty: 5026.918457
	Iteration 34Q: 3 clusters Score -2801009 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2801057.250000 Penalty: 5026.918457
	Iteration 35Q: 3 clusters Score -2801057 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2801115.750000 Penalty: 5026.918457
	Iteration 36Q: 3 clusters Score -2801116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2801149.250000 Penalty: 5026.918457
	Iteration 37Q: 3 clusters Score -2801149 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2801173.000000 Penalty: 5026.918457
	Iteration 38Q: 3 clusters Score -2801173 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2801198.750000 Penalty: 5026.918457
	Iteration 39Q: 3 clusters Score -2801199 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2801245.500000 Penalty: 5026.918457
	Iteration 40F: 3 clusters Score -2801246 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2801269.250000 Penalty: 5026.918457
	Iteration 41Q: 3 clusters Score -2801269 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2801282.500000 Penalty: 5026.918457
	Iteration 42Q: 3 clusters Score -2801282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2801291.750000 Penalty: 5026.918457
	Iteration 43Q: 3 clusters Score -2801292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2801314.250000 Penalty: 5026.918457
	Iteration 44Q: 3 clusters Score -2801314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2801332.500000 Penalty: 5026.918457
	Iteration 45Q: 3 clusters Score -2801332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2801351.250000 Penalty: 5026.918457
	Iteration 46Q: 3 clusters Score -2801351 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2801379.250000 Penalty: 5026.918457
	Iteration 47Q: 3 clusters Score -2801379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2801394.750000 Penalty: 5026.918457
	Iteration 48Q: 3 clusters Score -2801395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2801409.250000 Penalty: 5026.918457
	Iteration 49Q: 3 clusters Score -2801409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2801417.250000 Penalty: 5026.918457
	Iteration 50Q: 3 clusters Score -2801417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2801423.000000 Penalty: 5026.918457
	Iteration 51Q: 3 clusters Score -2801423 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2801444.250000 Penalty: 5026.918457
	Iteration 52Q: 3 clusters Score -2801444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2801463.000000 Penalty: 5026.918457
	Iteration 53Q: 3 clusters Score -2801463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2801476.250000 Penalty: 5026.918457
	Iteration 54Q: 3 clusters Score -2801476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2801482.500000 Penalty: 5026.918457
	Iteration 55Q: 3 clusters Score -2801482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2801487.000000 Penalty: 5026.918457
	Iteration 56Q: 3 clusters Score -2801487 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2801497.000000 Penalty: 5026.918457
	Iteration 57Q: 3 clusters Score -2801497 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2801512.000000 Penalty: 5026.918457
	Iteration 58Q: 3 clusters Score -2801512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2801526.000000 Penalty: 5026.918457
	Iteration 59Q: 3 clusters Score -2801526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2801540.750000 Penalty: 5026.918457
	Iteration 60F: 3 clusters Score -2801541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2801545.000000 Penalty: 5026.918457
	Iteration 61Q: 3 clusters Score -2801545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2801550.500000 Penalty: 5026.918457
	Iteration 62Q: 3 clusters Score -2801550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2801567.750000 Penalty: 5026.918457
	Iteration 63Q: 3 clusters Score -2801568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2801586.250000 Penalty: 5026.918457
	Iteration 64Q: 3 clusters Score -2801586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2801586.000000 Penalty: 5026.918457
	Iteration 65Q: 3 clusters Score -2801586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2801589.250000 Penalty: 5026.918457
	Iteration 66Q: 3 clusters Score -2801589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2801586.750000 Penalty: 5026.918457
	Iteration 67Q: 3 clusters Score -2801587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2801597.000000 Penalty: 5026.918457
	Iteration 68Q: 3 clusters Score -2801597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2801605.500000 Penalty: 5026.918457
	Iteration 69Q: 3 clusters Score -2801606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2801599.500000 Penalty: 5026.918457
	Iteration 70Q: 3 clusters Score -2801600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2801614.250000 Penalty: 5026.918457
	Iteration 71Q: 3 clusters Score -2801614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2801625.750000 Penalty: 5026.918457
	Iteration 72Q: 3 clusters Score -2801626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2801621.250000 Penalty: 5026.918457
	Iteration 73Q: 3 clusters Score -2801621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2801627.250000 Penalty: 5026.918457
	Iteration 74Q: 3 clusters Score -2801627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2801638.250000 Penalty: 5026.918457
	Iteration 75Q: 3 clusters Score -2801638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2801637.000000 Penalty: 5026.918457
	Iteration 76Q: 3 clusters Score -2801637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2801637.000000 Penalty: 5026.918457
	Iteration 77Q: 3 clusters Score -2801637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2801638.500000 Penalty: 5026.918457
	Iteration 78Q: 3 clusters Score -2801638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2801648.750000 Penalty: 5026.918457
	Iteration 79Q: 3 clusters Score -2801649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2801650.750000 Penalty: 5026.918457
	Iteration 80F: 3 clusters Score -2801651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2801651.000000 Penalty: 5026.918457
	Iteration 81Q: 3 clusters Score -2801651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2801652.250000 Penalty: 5026.918457
	Iteration 82Q: 3 clusters Score -2801652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2801648.000000 Penalty: 5026.918457
	Iteration 83Q: 3 clusters Score -2801648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2801647.750000 Penalty: 5026.918457
	Iteration 84Q: 3 clusters Score -2801648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2801650.500000 Penalty: 5026.918457
	Iteration 85Q: 3 clusters Score -2801650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2801649.250000 Penalty: 5026.918457
	Iteration 86Q: 3 clusters Score -2801649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2801649.250000 Penalty: 5026.918457
	Iteration 87F: 3 clusters Score -2801649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (209183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209183 members 
Entering Unmasked Estep 
Score: -25035520.000000 Penalty: 3038.239258
	Iteration 0F: 2 clusters Score -2.503552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -24912054.000000 Penalty: 6076.478516
	Iteration 0F: 3 clusters Score -2.491205e+07 nChanged 100913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -24970762.000000 Penalty: 6076.478516
	Iteration 1F: 3 clusters Score -2.497076e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 110000 members 
Entering Unmasked Estep 
Score: -24971770.000000 Penalty: 6076.478516
	Iteration 2Q: 3 clusters Score -2.497177e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 113555 members 
Entering Unmasked Estep 
Score: -24973116.000000 Penalty: 6076.478516
	Iteration 3Q: 3 clusters Score -2.497312e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 119183 members 
Entering Unmasked Estep 
Score: -24975338.000000 Penalty: 6076.478516
	Iteration 4Q: 3 clusters Score -2.497534e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 127928 members 
Entering Unmasked Estep 
Score: -24979510.000000 Penalty: 6076.478516
	Iteration 5Q: 3 clusters Score -2.497951e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 140551 members 
Entering Unmasked Estep 
Score: -24987340.000000 Penalty: 6076.478516
	Iteration 6F: 3 clusters Score -2.498734e+07 nChanged 16806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -24999754.000000 Penalty: 6076.478516
	Iteration 7F: 3 clusters Score -2.499975e+07 nChanged 18922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 175795 members 
Entering Unmasked Estep 
Score: -25012614.000000 Penalty: 6076.478516
	Iteration 8F: 3 clusters Score -2.501261e+07 nChanged 16210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 191927 members 
Entering Unmasked Estep 
Score: -25022662.000000 Penalty: 6076.478516
	Iteration 9F: 3 clusters Score -2.502266e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 201674 members 
Entering Unmasked Estep 
Score: -25028310.000000 Penalty: 6076.478516
	Iteration 10Q: 3 clusters Score -2.502831e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 206198 members 
Entering Unmasked Estep 
Score: -25031006.000000 Penalty: 6076.478516
	Iteration 11Q: 3 clusters Score -2.503101e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 207909 members 
Entering Unmasked Estep 
Score: -25032062.000000 Penalty: 6076.478516
	Iteration 12Q: 3 clusters Score -2.503206e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 208481 members 
Entering Unmasked Estep 
Score: -25032538.000000 Penalty: 6076.478516
	Iteration 13Q: 3 clusters Score -2.503254e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 208693 members 
Entering Unmasked Estep 
Score: -25032682.000000 Penalty: 6076.478516
	Iteration 14Q: 3 clusters Score -2.503268e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 208774 members 
Entering Unmasked Estep 
Score: -25032756.000000 Penalty: 6076.478516
	Iteration 15Q: 3 clusters Score -2.503276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 208812 members 
Entering Unmasked Estep 
Score: -25032812.000000 Penalty: 6076.478516
	Iteration 16Q: 3 clusters Score -2.503281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 208826 members 
Entering Unmasked Estep 
Score: -25032852.000000 Penalty: 6076.478516
	Iteration 17Q: 3 clusters Score -2.503285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 208836 members 
Entering Unmasked Estep 
Score: -25032872.000000 Penalty: 6076.478516
	Iteration 18Q: 3 clusters Score -2.503287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 208844 members 
Entering Unmasked Estep 
Score: -25032860.000000 Penalty: 6076.478516
	Iteration 19Q: 3 clusters Score -2.503286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208855 members 
Entering Unmasked Estep 
Score: -25032898.000000 Penalty: 6076.478516
	Iteration 20F: 3 clusters Score -2.50329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 208862 members 
Entering Unmasked Estep 
Score: -25032892.000000 Penalty: 6076.478516
	Iteration 21Q: 3 clusters Score -2.503289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 208866 members 
Entering Unmasked Estep 
Score: -25032900.000000 Penalty: 6076.478516
	Iteration 22Q: 3 clusters Score -2.50329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 208869 members 
Entering Unmasked Estep 
Score: -25032900.000000 Penalty: 6076.478516
	Iteration 23Q: 3 clusters Score -2.50329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 208872 members 
Entering Unmasked Estep 
Score: -25032896.000000 Penalty: 6076.478516
	Iteration 24Q: 3 clusters Score -2.50329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 208874 members 
Entering Unmasked Estep 
Score: -25032904.000000 Penalty: 6076.478516
	Iteration 25Q: 3 clusters Score -2.50329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 208874 members 
Entering Unmasked Estep 
Score: -25032904.000000 Penalty: 6076.478516
	Iteration 26F: 3 clusters Score -2.50329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Entering Unmasked Estep 
Score: -9669770.000000 Penalty: 2804.907471
	Iteration 0F: 2 clusters Score -9669770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -9615356.000000 Penalty: 5609.814941
	Iteration 0F: 3 clusters Score -9615356 nChanged 38246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -9637385.000000 Penalty: 5609.814941
	Iteration 1F: 3 clusters Score -9637385 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -9638381.000000 Penalty: 5609.814941
	Iteration 2Q: 3 clusters Score -9638381 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -9639453.000000 Penalty: 5609.814941
	Iteration 3Q: 3 clusters Score -9639453 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -9640685.000000 Penalty: 5609.814941
	Iteration 4Q: 3 clusters Score -9640685 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -9642196.000000 Penalty: 5609.814941
	Iteration 5Q: 3 clusters Score -9642196 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -9644252.000000 Penalty: 5609.814941
	Iteration 6F: 3 clusters Score -9644252 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -9647275.000000 Penalty: 5609.814941
	Iteration 7F: 3 clusters Score -9647275 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -9651323.000000 Penalty: 5609.814941
	Iteration 8F: 3 clusters Score -9651323 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -9655872.000000 Penalty: 5609.814941
	Iteration 9F: 3 clusters Score -9655872 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -9659863.000000 Penalty: 5609.814941
	Iteration 10F: 3 clusters Score -9659863 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -9662957.000000 Penalty: 5609.814941
	Iteration 11Q: 3 clusters Score -9662957 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -9664971.000000 Penalty: 5609.814941
	Iteration 12Q: 3 clusters Score -9664971 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -9666081.000000 Penalty: 5609.814941
	Iteration 13Q: 3 clusters Score -9666081 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -9666729.000000 Penalty: 5609.814941
	Iteration 14Q: 3 clusters Score -9666729 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -9667078.000000 Penalty: 5609.814941
	Iteration 15Q: 3 clusters Score -9667078 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -9667234.000000 Penalty: 5609.814941
	Iteration 16Q: 3 clusters Score -9667234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -9667328.000000 Penalty: 5609.814941
	Iteration 17Q: 3 clusters Score -9667328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -9667373.000000 Penalty: 5609.814941
	Iteration 18Q: 3 clusters Score -9667373 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -9667414.000000 Penalty: 5609.814941
	Iteration 19Q: 3 clusters Score -9667414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -9667467.000000 Penalty: 5609.814941
	Iteration 20F: 3 clusters Score -9667467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -9667484.000000 Penalty: 5609.814941
	Iteration 21Q: 3 clusters Score -9667484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -9667502.000000 Penalty: 5609.814941
	Iteration 22Q: 3 clusters Score -9667502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -9667520.000000 Penalty: 5609.814941
	Iteration 23Q: 3 clusters Score -9667520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -9667527.000000 Penalty: 5609.814941
	Iteration 24Q: 3 clusters Score -9667527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -9667543.000000 Penalty: 5609.814941
	Iteration 25Q: 3 clusters Score -9667543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -9667565.000000 Penalty: 5609.814941
	Iteration 26Q: 3 clusters Score -9667565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -9667556.000000 Penalty: 5609.814941
	Iteration 27Q: 3 clusters Score -9667556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -9667547.000000 Penalty: 5609.814941
	Iteration 28Q: 3 clusters Score -9667547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -9667547.000000 Penalty: 5609.814941
	Iteration 29F: 3 clusters Score -9667547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -865159.437500 Penalty: 2204.582764
	Iteration 0F: 2 clusters Score -865159.4 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 3651 members 
Entering Unmasked Estep 
Score: -859171.250000 Penalty: 4409.165527
	Iteration 0F: 3 clusters Score -859171.2 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -860820.562500 Penalty: 4409.165527
	Iteration 1F: 3 clusters Score -860820.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -861081.125000 Penalty: 4409.165527
	Iteration 2F: 3 clusters Score -861081.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -861304.187500 Penalty: 4409.165527
	Iteration 3F: 3 clusters Score -861304.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -861517.562500 Penalty: 4409.165527
	Iteration 4F: 3 clusters Score -861517.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -861718.625000 Penalty: 4409.165527
	Iteration 5Q: 3 clusters Score -861718.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -861932.062500 Penalty: 4409.165527
	Iteration 6Q: 3 clusters Score -861932.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -862168.125000 Penalty: 4409.165527
	Iteration 7Q: 3 clusters Score -862168.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -862398.750000 Penalty: 4409.165527
	Iteration 8Q: 3 clusters Score -862398.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -862639.187500 Penalty: 4409.165527
	Iteration 9Q: 3 clusters Score -862639.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -862849.062500 Penalty: 4409.165527
	Iteration 10Q: 3 clusters Score -862849.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -863033.750000 Penalty: 4409.165527
	Iteration 11Q: 3 clusters Score -863033.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -863160.062500 Penalty: 4409.165527
	Iteration 12Q: 3 clusters Score -863160.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -863239.187500 Penalty: 4409.165527
	Iteration 13Q: 3 clusters Score -863239.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -863303.937500 Penalty: 4409.165527
	Iteration 14Q: 3 clusters Score -863303.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -863361.250000 Penalty: 4409.165527
	Iteration 15Q: 3 clusters Score -863361.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -863405.500000 Penalty: 4409.165527
	Iteration 16Q: 3 clusters Score -863405.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -863438.375000 Penalty: 4409.165527
	Iteration 17Q: 3 clusters Score -863438.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -863463.125000 Penalty: 4409.165527
	Iteration 18Q: 3 clusters Score -863463.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -863483.937500 Penalty: 4409.165527
	Iteration 19Q: 3 clusters Score -863483.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -863493.437500 Penalty: 4409.165527
	Iteration 20F: 3 clusters Score -863493.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -863505.375000 Penalty: 4409.165527
	Iteration 21Q: 3 clusters Score -863505.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -863512.437500 Penalty: 4409.165527
	Iteration 22Q: 3 clusters Score -863512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -863517.375000 Penalty: 4409.165527
	Iteration 23Q: 3 clusters Score -863517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -863520.875000 Penalty: 4409.165527
	Iteration 24Q: 3 clusters Score -863520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -863524.187500 Penalty: 4409.165527
	Iteration 25Q: 3 clusters Score -863524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -863527.812500 Penalty: 4409.165527
	Iteration 26Q: 3 clusters Score -863527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -863528.437500 Penalty: 4409.165527
	Iteration 27Q: 3 clusters Score -863528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -863531.812500 Penalty: 4409.165527
	Iteration 28Q: 3 clusters Score -863531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -863530.000000 Penalty: 4409.165527
	Iteration 29Q: 3 clusters Score -863530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -863530.625000 Penalty: 4409.165527
	Iteration 30Q: 3 clusters Score -863530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -863532.937500 Penalty: 4409.165527
	Iteration 31Q: 3 clusters Score -863532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -863535.687500 Penalty: 4409.165527
	Iteration 32Q: 3 clusters Score -863535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -863535.187500 Penalty: 4409.165527
	Iteration 33Q: 3 clusters Score -863535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -863536.750000 Penalty: 4409.165527
	Iteration 34Q: 3 clusters Score -863536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -863536.125000 Penalty: 4409.165527
	Iteration 35Q: 3 clusters Score -863536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -863535.312500 Penalty: 4409.165527
	Iteration 36Q: 3 clusters Score -863535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -863535.875000 Penalty: 4409.165527
	Iteration 37Q: 3 clusters Score -863535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -863536.250000 Penalty: 4409.165527
	Iteration 38Q: 3 clusters Score -863536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -863537.687500 Penalty: 4409.165527
	Iteration 39Q: 3 clusters Score -863537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -863541.062500 Penalty: 4409.165527
	Iteration 40F: 3 clusters Score -863541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -863541.312500 Penalty: 4409.165527
	Iteration 41Q: 3 clusters Score -863541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -863543.812500 Penalty: 4409.165527
	Iteration 42Q: 3 clusters Score -863543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -863544.937500 Penalty: 4409.165527
	Iteration 43Q: 3 clusters Score -863544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -863549.000000 Penalty: 4409.165527
	Iteration 44Q: 3 clusters Score -863549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -863549.875000 Penalty: 4409.165527
	Iteration 45Q: 3 clusters Score -863549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -863549.750000 Penalty: 4409.165527
	Iteration 46Q: 3 clusters Score -863549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -863550.812500 Penalty: 4409.165527
	Iteration 47Q: 3 clusters Score -863550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -863550.812500 Penalty: 4409.165527
	Iteration 48F: 3 clusters Score -863550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Entering Unmasked Estep 
Score: -1922911.125000 Penalty: 2417.200439
	Iteration 0F: 2 clusters Score -1922911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1910789.250000 Penalty: 4834.400879
	Iteration 0F: 3 clusters Score -1910789 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1915096.125000 Penalty: 4834.400879
	Iteration 1F: 3 clusters Score -1915096 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1915915.375000 Penalty: 4834.400879
	Iteration 2F: 3 clusters Score -1915915 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1916884.750000 Penalty: 4834.400879
	Iteration 3F: 3 clusters Score -1916885 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1917834.500000 Penalty: 4834.400879
	Iteration 4F: 3 clusters Score -1917834 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1918645.875000 Penalty: 4834.400879
	Iteration 5F: 3 clusters Score -1918646 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1919233.500000 Penalty: 4834.400879
	Iteration 6F: 3 clusters Score -1919234 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1919713.375000 Penalty: 4834.400879
	Iteration 7Q: 3 clusters Score -1919713 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1920068.625000 Penalty: 4834.400879
	Iteration 8Q: 3 clusters Score -1920069 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1920317.000000 Penalty: 4834.400879
	Iteration 9Q: 3 clusters Score -1920317 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1920523.625000 Penalty: 4834.400879
	Iteration 10Q: 3 clusters Score -1920524 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1920694.500000 Penalty: 4834.400879
	Iteration 11Q: 3 clusters Score -1920694 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1920812.000000 Penalty: 4834.400879
	Iteration 12Q: 3 clusters Score -1920812 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1920933.125000 Penalty: 4834.400879
	Iteration 13Q: 3 clusters Score -1920933 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1921058.125000 Penalty: 4834.400879
	Iteration 14Q: 3 clusters Score -1921058 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1921147.500000 Penalty: 4834.400879
	Iteration 15Q: 3 clusters Score -1921148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1921252.125000 Penalty: 4834.400879
	Iteration 16Q: 3 clusters Score -1921252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1921319.625000 Penalty: 4834.400879
	Iteration 17Q: 3 clusters Score -1921320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1921376.125000 Penalty: 4834.400879
	Iteration 18Q: 3 clusters Score -1921376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1921433.250000 Penalty: 4834.400879
	Iteration 19Q: 3 clusters Score -1921433 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1921478.875000 Penalty: 4834.400879
	Iteration 20F: 3 clusters Score -1921479 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1921517.750000 Penalty: 4834.400879
	Iteration 21Q: 3 clusters Score -1921518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1921550.125000 Penalty: 4834.400879
	Iteration 22Q: 3 clusters Score -1921550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1921590.250000 Penalty: 4834.400879
	Iteration 23Q: 3 clusters Score -1921590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1921613.625000 Penalty: 4834.400879
	Iteration 24Q: 3 clusters Score -1921614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1921629.750000 Penalty: 4834.400879
	Iteration 25Q: 3 clusters Score -1921630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1921630.250000 Penalty: 4834.400879
	Iteration 26Q: 3 clusters Score -1921630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1921640.625000 Penalty: 4834.400879
	Iteration 27Q: 3 clusters Score -1921641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1921647.125000 Penalty: 4834.400879
	Iteration 28Q: 3 clusters Score -1921647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1921647.500000 Penalty: 4834.400879
	Iteration 29Q: 3 clusters Score -1921648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1921652.875000 Penalty: 4834.400879
	Iteration 30Q: 3 clusters Score -1921653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1921651.375000 Penalty: 4834.400879
	Iteration 31Q: 3 clusters Score -1921651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1921653.875000 Penalty: 4834.400879
	Iteration 32Q: 3 clusters Score -1921654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1921652.625000 Penalty: 4834.400879
	Iteration 33Q: 3 clusters Score -1921653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1921653.750000 Penalty: 4834.400879
	Iteration 34Q: 3 clusters Score -1921654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1921652.250000 Penalty: 4834.400879
	Iteration 35Q: 3 clusters Score -1921652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1921656.500000 Penalty: 4834.400879
	Iteration 36Q: 3 clusters Score -1921656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1921660.625000 Penalty: 4834.400879
	Iteration 37Q: 3 clusters Score -1921661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1921671.625000 Penalty: 4834.400879
	Iteration 38Q: 3 clusters Score -1921672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1921676.375000 Penalty: 4834.400879
	Iteration 39Q: 3 clusters Score -1921676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1921680.125000 Penalty: 4834.400879
	Iteration 40F: 3 clusters Score -1921680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1921679.750000 Penalty: 4834.400879
	Iteration 41Q: 3 clusters Score -1921680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1921680.125000 Penalty: 4834.400879
	Iteration 42Q: 3 clusters Score -1921680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1921685.875000 Penalty: 4834.400879
	Iteration 43Q: 3 clusters Score -1921686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1921686.250000 Penalty: 4834.400879
	Iteration 44Q: 3 clusters Score -1921686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1921691.375000 Penalty: 4834.400879
	Iteration 45Q: 3 clusters Score -1921691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1921697.125000 Penalty: 4834.400879
	Iteration 46Q: 3 clusters Score -1921697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1921695.625000 Penalty: 4834.400879
	Iteration 47Q: 3 clusters Score -1921696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1921699.375000 Penalty: 4834.400879
	Iteration 48Q: 3 clusters Score -1921699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1921704.000000 Penalty: 4834.400879
	Iteration 49Q: 3 clusters Score -1921704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1921709.250000 Penalty: 4834.400879
	Iteration 50Q: 3 clusters Score -1921709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1921709.500000 Penalty: 4834.400879
	Iteration 51Q: 3 clusters Score -1921710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1921715.625000 Penalty: 4834.400879
	Iteration 52Q: 3 clusters Score -1921716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1921720.625000 Penalty: 4834.400879
	Iteration 53Q: 3 clusters Score -1921721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1921725.500000 Penalty: 4834.400879
	Iteration 54Q: 3 clusters Score -1921726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1921727.875000 Penalty: 4834.400879
	Iteration 55Q: 3 clusters Score -1921728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1921727.250000 Penalty: 4834.400879
	Iteration 56Q: 3 clusters Score -1921727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1921727.125000 Penalty: 4834.400879
	Iteration 57Q: 3 clusters Score -1921727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1921727.000000 Penalty: 4834.400879
	Iteration 58Q: 3 clusters Score -1921727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1921726.750000 Penalty: 4834.400879
	Iteration 59Q: 3 clusters Score -1921727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1921729.375000 Penalty: 4834.400879
	Iteration 60F: 3 clusters Score -1921729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1921734.500000 Penalty: 4834.400879
	Iteration 61Q: 3 clusters Score -1921734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1921737.375000 Penalty: 4834.400879
	Iteration 62Q: 3 clusters Score -1921737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1921738.875000 Penalty: 4834.400879
	Iteration 63Q: 3 clusters Score -1921739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1921742.250000 Penalty: 4834.400879
	Iteration 64Q: 3 clusters Score -1921742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1921743.750000 Penalty: 4834.400879
	Iteration 65Q: 3 clusters Score -1921744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1921744.625000 Penalty: 4834.400879
	Iteration 66Q: 3 clusters Score -1921745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1921745.375000 Penalty: 4834.400879
	Iteration 67Q: 3 clusters Score -1921745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1921745.375000 Penalty: 4834.400879
	Iteration 68F: 3 clusters Score -1921745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Entering Unmasked Estep 
Score: -3541889.000000 Penalty: 2563.484863
	Iteration 0F: 2 clusters Score -3541889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3520957.500000 Penalty: 5126.969727
	Iteration 0F: 3 clusters Score -3520958 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3528436.750000 Penalty: 5126.969727
	Iteration 1F: 3 clusters Score -3528437 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3529061.250000 Penalty: 5126.969727
	Iteration 2Q: 3 clusters Score -3529061 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3529693.250000 Penalty: 5126.969727
	Iteration 3Q: 3 clusters Score -3529693 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3530284.000000 Penalty: 5126.969727
	Iteration 4Q: 3 clusters Score -3530284 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3530937.250000 Penalty: 5126.969727
	Iteration 5Q: 3 clusters Score -3530937 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3531670.250000 Penalty: 5126.969727
	Iteration 6Q: 3 clusters Score -3531670 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3532601.000000 Penalty: 5126.969727
	Iteration 7F: 3 clusters Score -3532601 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3533780.000000 Penalty: 5126.969727
	Iteration 8F: 3 clusters Score -3533780 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3535186.000000 Penalty: 5126.969727
	Iteration 9F: 3 clusters Score -3535186 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3536640.750000 Penalty: 5126.969727
	Iteration 10F: 3 clusters Score -3536641 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3537874.750000 Penalty: 5126.969727
	Iteration 11Q: 3 clusters Score -3537875 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3538666.750000 Penalty: 5126.969727
	Iteration 12Q: 3 clusters Score -3538667 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3539169.750000 Penalty: 5126.969727
	Iteration 13Q: 3 clusters Score -3539170 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3539473.750000 Penalty: 5126.969727
	Iteration 14Q: 3 clusters Score -3539474 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3539663.250000 Penalty: 5126.969727
	Iteration 15Q: 3 clusters Score -3539663 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3539780.500000 Penalty: 5126.969727
	Iteration 16Q: 3 clusters Score -3539780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3539850.500000 Penalty: 5126.969727
	Iteration 17Q: 3 clusters Score -3539850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3539903.500000 Penalty: 5126.969727
	Iteration 18Q: 3 clusters Score -3539904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3539939.750000 Penalty: 5126.969727
	Iteration 19Q: 3 clusters Score -3539940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3539971.500000 Penalty: 5126.969727
	Iteration 20F: 3 clusters Score -3539972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3539987.250000 Penalty: 5126.969727
	Iteration 21Q: 3 clusters Score -3539987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -3540004.500000 Penalty: 5126.969727
	Iteration 22Q: 3 clusters Score -3540004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3540012.750000 Penalty: 5126.969727
	Iteration 23Q: 3 clusters Score -3540013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3540023.750000 Penalty: 5126.969727
	Iteration 24Q: 3 clusters Score -3540024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3540024.250000 Penalty: 5126.969727
	Iteration 25Q: 3 clusters Score -3540024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3540030.750000 Penalty: 5126.969727
	Iteration 26Q: 3 clusters Score -3540031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3540038.500000 Penalty: 5126.969727
	Iteration 27Q: 3 clusters Score -3540038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3540052.500000 Penalty: 5126.969727
	Iteration 28Q: 3 clusters Score -3540052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3540061.250000 Penalty: 5126.969727
	Iteration 29Q: 3 clusters Score -3540061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3540068.000000 Penalty: 5126.969727
	Iteration 30Q: 3 clusters Score -3540068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3540070.750000 Penalty: 5126.969727
	Iteration 31Q: 3 clusters Score -3540071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3540075.750000 Penalty: 5126.969727
	Iteration 32Q: 3 clusters Score -3540076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3540083.250000 Penalty: 5126.969727
	Iteration 33Q: 3 clusters Score -3540083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3540079.250000 Penalty: 5126.969727
	Iteration 34Q: 3 clusters Score -3540079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3540082.250000 Penalty: 5126.969727
	Iteration 35Q: 3 clusters Score -3540082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3540087.250000 Penalty: 5126.969727
	Iteration 36Q: 3 clusters Score -3540087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3540084.500000 Penalty: 5126.969727
	Iteration 37Q: 3 clusters Score -3540084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3540083.250000 Penalty: 5126.969727
	Iteration 38Q: 3 clusters Score -3540083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3540085.500000 Penalty: 5126.969727
	Iteration 39Q: 3 clusters Score -3540086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3540092.500000 Penalty: 5126.969727
	Iteration 40F: 3 clusters Score -3540092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3540090.500000 Penalty: 5126.969727
	Iteration 41Q: 3 clusters Score -3540090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3540097.500000 Penalty: 5126.969727
	Iteration 42Q: 3 clusters Score -3540098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3540104.000000 Penalty: 5126.969727
	Iteration 43Q: 3 clusters Score -3540104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3540109.500000 Penalty: 5126.969727
	Iteration 44Q: 3 clusters Score -3540110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3540116.500000 Penalty: 5126.969727
	Iteration 45Q: 3 clusters Score -3540116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3540118.250000 Penalty: 5126.969727
	Iteration 46Q: 3 clusters Score -3540118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3540123.250000 Penalty: 5126.969727
	Iteration 47Q: 3 clusters Score -3540123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3540119.250000 Penalty: 5126.969727
	Iteration 48Q: 3 clusters Score -3540119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3540118.500000 Penalty: 5126.969727
	Iteration 49Q: 3 clusters Score -3540118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3540119.000000 Penalty: 5126.969727
	Iteration 50Q: 3 clusters Score -3540119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3540119.500000 Penalty: 5126.969727
	Iteration 51Q: 3 clusters Score -3540120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3540125.250000 Penalty: 5126.969727
	Iteration 52Q: 3 clusters Score -3540125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3540124.000000 Penalty: 5126.969727
	Iteration 53Q: 3 clusters Score -3540124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3540124.000000 Penalty: 5126.969727
	Iteration 54Q: 3 clusters Score -3540124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3540128.500000 Penalty: 5126.969727
	Iteration 55Q: 3 clusters Score -3540128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3540128.500000 Penalty: 5126.969727
	Iteration 56F: 3 clusters Score -3540128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Entering Unmasked Estep 
Score: -20592054.000000 Penalty: 2989.422119
	Iteration 0F: 2 clusters Score -2.059205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -20478796.000000 Penalty: 5978.844238
	Iteration 0F: 3 clusters Score -2.04788e+07 nChanged 82165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 92217 members 
Entering Unmasked Estep 
Score: -20527204.000000 Penalty: 5978.844238
	Iteration 1F: 3 clusters Score -2.05272e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -20529172.000000 Penalty: 5978.844238
	Iteration 2Q: 3 clusters Score -2.052917e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -20532154.000000 Penalty: 5978.844238
	Iteration 3Q: 3 clusters Score -2.053215e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 112732 members 
Entering Unmasked Estep 
Score: -20537976.000000 Penalty: 5978.844238
	Iteration 4F: 3 clusters Score -2.053798e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 126634 members 
Entering Unmasked Estep 
Score: -20548784.000000 Penalty: 5978.844238
	Iteration 5F: 3 clusters Score -2.054878e+07 nChanged 16689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -20564276.000000 Penalty: 5978.844238
	Iteration 6F: 3 clusters Score -2.056428e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20578878.000000 Penalty: 5978.844238
	Iteration 7F: 3 clusters Score -2.057888e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 166306 members 
Entering Unmasked Estep 
Score: -20586448.000000 Penalty: 5978.844238
	Iteration 8Q: 3 clusters Score -2.058645e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 169497 members 
Entering Unmasked Estep 
Score: -20589006.000000 Penalty: 5978.844238
	Iteration 9Q: 3 clusters Score -2.058901e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 170450 members 
Entering Unmasked Estep 
Score: -20589900.000000 Penalty: 5978.844238
	Iteration 10Q: 3 clusters Score -2.05899e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -20590268.000000 Penalty: 5978.844238
	Iteration 11Q: 3 clusters Score -2.059027e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 170746 members 
Entering Unmasked Estep 
Score: -20590492.000000 Penalty: 5978.844238
	Iteration 12Q: 3 clusters Score -2.059049e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -20590590.000000 Penalty: 5978.844238
	Iteration 13Q: 3 clusters Score -2.059059e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 170748 members 
Entering Unmasked Estep 
Score: -20590684.000000 Penalty: 5978.844238
	Iteration 14Q: 3 clusters Score -2.059068e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 170756 members 
Entering Unmasked Estep 
Score: -20590694.000000 Penalty: 5978.844238
	Iteration 15Q: 3 clusters Score -2.059069e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -20590762.000000 Penalty: 5978.844238
	Iteration 16Q: 3 clusters Score -2.059076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 170761 members 
Entering Unmasked Estep 
Score: -20590778.000000 Penalty: 5978.844238
	Iteration 17Q: 3 clusters Score -2.059078e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 170757 members 
Entering Unmasked Estep 
Score: -20590786.000000 Penalty: 5978.844238
	Iteration 18Q: 3 clusters Score -2.059079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 170747 members 
Entering Unmasked Estep 
Score: -20590836.000000 Penalty: 5978.844238
	Iteration 19Q: 3 clusters Score -2.059084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -20590842.000000 Penalty: 5978.844238
	Iteration 20F: 3 clusters Score -2.059084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -20590856.000000 Penalty: 5978.844238
	Iteration 21Q: 3 clusters Score -2.059086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 170708 members 
Entering Unmasked Estep 
Score: -20590860.000000 Penalty: 5978.844238
	Iteration 22Q: 3 clusters Score -2.059086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 170699 members 
Entering Unmasked Estep 
Score: -20590868.000000 Penalty: 5978.844238
	Iteration 23Q: 3 clusters Score -2.059087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 170695 members 
Entering Unmasked Estep 
Score: -20590888.000000 Penalty: 5978.844238
	Iteration 24Q: 3 clusters Score -2.059089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 170692 members 
Entering Unmasked Estep 
Score: -20590880.000000 Penalty: 5978.844238
	Iteration 25Q: 3 clusters Score -2.059088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -20590874.000000 Penalty: 5978.844238
	Iteration 26Q: 3 clusters Score -2.059087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -20590864.000000 Penalty: 5978.844238
	Iteration 27Q: 3 clusters Score -2.059086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -20590876.000000 Penalty: 5978.844238
	Iteration 28Q: 3 clusters Score -2.059088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -20590876.000000 Penalty: 5978.844238
	Iteration 29Q: 3 clusters Score -2.059088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 170675 members 
Entering Unmasked Estep 
Score: -20590884.000000 Penalty: 5978.844238
	Iteration 30Q: 3 clusters Score -2.059088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -20590882.000000 Penalty: 5978.844238
	Iteration 31Q: 3 clusters Score -2.059088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -20590882.000000 Penalty: 5978.844238
	Iteration 32F: 3 clusters Score -2.059088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167100 members 
Entering Unmasked Estep 
Score: -19702686.000000 Penalty: 2982.534424
	Iteration 0F: 2 clusters Score -1.970269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -19592868.000000 Penalty: 5965.068848
	Iteration 0F: 3 clusters Score -1.959287e+07 nChanged 80085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -19638892.000000 Penalty: 5965.068848
	Iteration 1F: 3 clusters Score -1.963889e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -19640064.000000 Penalty: 5965.068848
	Iteration 2Q: 3 clusters Score -1.964006e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -19641386.000000 Penalty: 5965.068848
	Iteration 3Q: 3 clusters Score -1.964139e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -19642866.000000 Penalty: 5965.068848
	Iteration 4Q: 3 clusters Score -1.964287e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -19645006.000000 Penalty: 5965.068848
	Iteration 5Q: 3 clusters Score -1.964501e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -19647946.000000 Penalty: 5965.068848
	Iteration 6Q: 3 clusters Score -1.964795e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -19652044.000000 Penalty: 5965.068848
	Iteration 7Q: 3 clusters Score -1.965204e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -19658518.000000 Penalty: 5965.068848
	Iteration 8F: 3 clusters Score -1.965852e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118194 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -19666816.000000 Penalty: 5965.068848
	Iteration 9F: 3 clusters Score -1.966682e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128126 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -19676096.000000 Penalty: 5965.068848
	Iteration 10F: 3 clusters Score -1.96761e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137469 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -19684132.000000 Penalty: 5965.068848
	Iteration 11F: 3 clusters Score -1.968413e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -19690428.000000 Penalty: 5965.068848
	Iteration 12Q: 3 clusters Score -1.969043e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150937 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -19694812.000000 Penalty: 5965.068848
	Iteration 13Q: 3 clusters Score -1.969481e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -19697370.000000 Penalty: 5965.068848
	Iteration 14Q: 3 clusters Score -1.969737e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -19698984.000000 Penalty: 5965.068848
	Iteration 15Q: 3 clusters Score -1.969898e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -19699902.000000 Penalty: 5965.068848
	Iteration 16Q: 3 clusters Score -1.96999e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160515 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -19700300.000000 Penalty: 5965.068848
	Iteration 17Q: 3 clusters Score -1.97003e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161301 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -19700512.000000 Penalty: 5965.068848
	Iteration 18Q: 3 clusters Score -1.970051e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -19700700.000000 Penalty: 5965.068848
	Iteration 19Q: 3 clusters Score -1.97007e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -19700872.000000 Penalty: 5965.068848
	Iteration 20F: 3 clusters Score -1.970087e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162539 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -19700926.000000 Penalty: 5965.068848
	Iteration 21Q: 3 clusters Score -1.970093e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -19700918.000000 Penalty: 5965.068848
	Iteration 22Q: 3 clusters Score -1.970092e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -19700990.000000 Penalty: 5965.068848
	Iteration 23Q: 3 clusters Score -1.970099e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163074 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -19700996.000000 Penalty: 5965.068848
	Iteration 24Q: 3 clusters Score -1.9701e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -19701010.000000 Penalty: 5965.068848
	Iteration 25Q: 3 clusters Score -1.970101e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -19701044.000000 Penalty: 5965.068848
	Iteration 26Q: 3 clusters Score -1.970104e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -19701084.000000 Penalty: 5965.068848
	Iteration 27Q: 3 clusters Score -1.970108e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -19701110.000000 Penalty: 5965.068848
	Iteration 28Q: 3 clusters Score -1.970111e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163518 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -19701140.000000 Penalty: 5965.068848
	Iteration 29Q: 3 clusters Score -1.970114e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -19701150.000000 Penalty: 5965.068848
	Iteration 30Q: 3 clusters Score -1.970115e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -19701142.000000 Penalty: 5965.068848
	Iteration 31Q: 3 clusters Score -1.970114e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -19701136.000000 Penalty: 5965.068848
	Iteration 32Q: 3 clusters Score -1.970114e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -19701150.000000 Penalty: 5965.068848
	Iteration 33Q: 3 clusters Score -1.970115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163688 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -19701166.000000 Penalty: 5965.068848
	Iteration 34Q: 3 clusters Score -1.970117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163707 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -19701176.000000 Penalty: 5965.068848
	Iteration 35Q: 3 clusters Score -1.970118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -19701160.000000 Penalty: 5965.068848
	Iteration 36Q: 3 clusters Score -1.970116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163757 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -19701188.000000 Penalty: 5965.068848
	Iteration 37Q: 3 clusters Score -1.970119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163775 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -19701212.000000 Penalty: 5965.068848
	Iteration 38Q: 3 clusters Score -1.970121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163790 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -19701216.000000 Penalty: 5965.068848
	Iteration 39Q: 3 clusters Score -1.970122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -19701234.000000 Penalty: 5965.068848
	Iteration 40F: 3 clusters Score -1.970123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163817 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -19701238.000000 Penalty: 5965.068848
	Iteration 41Q: 3 clusters Score -1.970124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163831 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -19701234.000000 Penalty: 5965.068848
	Iteration 42Q: 3 clusters Score -1.970123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163837 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -19701248.000000 Penalty: 5965.068848
	Iteration 43Q: 3 clusters Score -1.970125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -19701226.000000 Penalty: 5965.068848
	Iteration 44Q: 3 clusters Score -1.970123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -19701240.000000 Penalty: 5965.068848
	Iteration 45Q: 3 clusters Score -1.970124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -19701238.000000 Penalty: 5965.068848
	Iteration 46Q: 3 clusters Score -1.970124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -19701230.000000 Penalty: 5965.068848
	Iteration 47Q: 3 clusters Score -1.970123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -19701238.000000 Penalty: 5965.068848
	Iteration 48Q: 3 clusters Score -1.970124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -19701250.000000 Penalty: 5965.068848
	Iteration 49Q: 3 clusters Score -1.970125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -19701240.000000 Penalty: 5965.068848
	Iteration 50Q: 3 clusters Score -1.970124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -19701244.000000 Penalty: 5965.068848
	Iteration 51Q: 3 clusters Score -1.970124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -19701216.000000 Penalty: 5965.068848
	Iteration 52Q: 3 clusters Score -1.970122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163932 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -19701220.000000 Penalty: 5965.068848
	Iteration 53Q: 3 clusters Score -1.970122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -19701240.000000 Penalty: 5965.068848
	Iteration 54Q: 3 clusters Score -1.970124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -19701218.000000 Penalty: 5965.068848
	Iteration 55Q: 3 clusters Score -1.970122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163969 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -19701224.000000 Penalty: 5965.068848
	Iteration 56Q: 3 clusters Score -1.970122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -19701228.000000 Penalty: 5965.068848
	Iteration 57Q: 3 clusters Score -1.970123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -19701234.000000 Penalty: 5965.068848
	Iteration 58Q: 3 clusters Score -1.970123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -19701244.000000 Penalty: 5965.068848
	Iteration 59Q: 3 clusters Score -1.970124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163994 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -19701262.000000 Penalty: 5965.068848
	Iteration 60F: 3 clusters Score -1.970126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -19701268.000000 Penalty: 5965.068848
	Iteration 61Q: 3 clusters Score -1.970127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -19701254.000000 Penalty: 5965.068848
	Iteration 62Q: 3 clusters Score -1.970125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -19701250.000000 Penalty: 5965.068848
	Iteration 63Q: 3 clusters Score -1.970125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -19701250.000000 Penalty: 5965.068848
	Iteration 64F: 3 clusters Score -1.970125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Entering Unmasked Estep 
Score: -8565523.000000 Penalty: 2770.794922
	Iteration 0F: 2 clusters Score -8565523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -8517905.000000 Penalty: 5541.589844
	Iteration 0F: 3 clusters Score -8517905 nChanged 33372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -8536882.000000 Penalty: 5541.589844
	Iteration 1F: 3 clusters Score -8536882 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -8537723.000000 Penalty: 5541.589844
	Iteration 2Q: 3 clusters Score -8537723 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -8538862.000000 Penalty: 5541.589844
	Iteration 3Q: 3 clusters Score -8538862 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -8540359.000000 Penalty: 5541.589844
	Iteration 4Q: 3 clusters Score -8540359 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8542266.000000 Penalty: 5541.589844
	Iteration 5F: 3 clusters Score -8542266 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -8544769.000000 Penalty: 5541.589844
	Iteration 6F: 3 clusters Score -8544769 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -8548023.000000 Penalty: 5541.589844
	Iteration 7F: 3 clusters Score -8548023 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -8552000.000000 Penalty: 5541.589844
	Iteration 8F: 3 clusters Score -8552000 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -8555917.000000 Penalty: 5541.589844
	Iteration 9F: 3 clusters Score -8555917 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -8559056.000000 Penalty: 5541.589844
	Iteration 10Q: 3 clusters Score -8559056 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -8561061.000000 Penalty: 5541.589844
	Iteration 11Q: 3 clusters Score -8561061 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -8562185.000000 Penalty: 5541.589844
	Iteration 12Q: 3 clusters Score -8562185 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -8562711.000000 Penalty: 5541.589844
	Iteration 13Q: 3 clusters Score -8562711 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -8562978.000000 Penalty: 5541.589844
	Iteration 14Q: 3 clusters Score -8562978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -8563136.000000 Penalty: 5541.589844
	Iteration 15Q: 3 clusters Score -8563136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -8563240.000000 Penalty: 5541.589844
	Iteration 16Q: 3 clusters Score -8563240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -8563288.000000 Penalty: 5541.589844
	Iteration 17Q: 3 clusters Score -8563288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -8563318.000000 Penalty: 5541.589844
	Iteration 18Q: 3 clusters Score -8563318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -8563357.000000 Penalty: 5541.589844
	Iteration 19Q: 3 clusters Score -8563357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -8563380.000000 Penalty: 5541.589844
	Iteration 20F: 3 clusters Score -8563380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -8563395.000000 Penalty: 5541.589844
	Iteration 21Q: 3 clusters Score -8563395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -8563413.000000 Penalty: 5541.589844
	Iteration 22Q: 3 clusters Score -8563413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -8563429.000000 Penalty: 5541.589844
	Iteration 23Q: 3 clusters Score -8563429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -8563444.000000 Penalty: 5541.589844
	Iteration 24Q: 3 clusters Score -8563444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -8563487.000000 Penalty: 5541.589844
	Iteration 25Q: 3 clusters Score -8563487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -8563539.000000 Penalty: 5541.589844
	Iteration 26Q: 3 clusters Score -8563539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -8563587.000000 Penalty: 5541.589844
	Iteration 27Q: 3 clusters Score -8563587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -8563609.000000 Penalty: 5541.589844
	Iteration 28Q: 3 clusters Score -8563609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -8563639.000000 Penalty: 5541.589844
	Iteration 29Q: 3 clusters Score -8563639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -8563661.000000 Penalty: 5541.589844
	Iteration 30Q: 3 clusters Score -8563661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -8563678.000000 Penalty: 5541.589844
	Iteration 31Q: 3 clusters Score -8563678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -8563704.000000 Penalty: 5541.589844
	Iteration 32Q: 3 clusters Score -8563704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -8563703.000000 Penalty: 5541.589844
	Iteration 33Q: 3 clusters Score -8563703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -8563715.000000 Penalty: 5541.589844
	Iteration 34Q: 3 clusters Score -8563715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -8563710.000000 Penalty: 5541.589844
	Iteration 35Q: 3 clusters Score -8563710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
Score: -8563714.000000 Penalty: 5541.589844
	Iteration 36Q: 3 clusters Score -8563714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -8563719.000000 Penalty: 5541.589844
	Iteration 37Q: 3 clusters Score -8563719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -8563719.000000 Penalty: 5541.589844
	Iteration 38Q: 3 clusters Score -8563719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
Score: -8563719.000000 Penalty: 5541.589844
	Iteration 39Q: 3 clusters Score -8563719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -8563725.000000 Penalty: 5541.589844
	Iteration 40F: 3 clusters Score -8563725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -8563727.000000 Penalty: 5541.589844
	Iteration 41Q: 3 clusters Score -8563727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
Score: -8563729.000000 Penalty: 5541.589844
	Iteration 42Q: 3 clusters Score -8563729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -8563728.000000 Penalty: 5541.589844
	Iteration 43Q: 3 clusters Score -8563728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -8563730.000000 Penalty: 5541.589844
	Iteration 44Q: 3 clusters Score -8563730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -8563728.000000 Penalty: 5541.589844
	Iteration 45Q: 3 clusters Score -8563728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8563722.000000 Penalty: 5541.589844
	Iteration 46Q: 3 clusters Score -8563722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8563722.000000 Penalty: 5541.589844
	Iteration 47Q: 3 clusters Score -8563722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8563722.000000 Penalty: 5541.589844
	Iteration 48F: 3 clusters Score -8563722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Entering Unmasked Estep 
Score: -3246977.250000 Penalty: 2550.459961
	Iteration 0F: 2 clusters Score -3246977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3226963.500000 Penalty: 5100.919922
	Iteration 0F: 3 clusters Score -3226964 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3234865.250000 Penalty: 5100.919922
	Iteration 1F: 3 clusters Score -3234865 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3236122.500000 Penalty: 5100.919922
	Iteration 2F: 3 clusters Score -3236122 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3237441.250000 Penalty: 5100.919922
	Iteration 3F: 3 clusters Score -3237441 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3238687.000000 Penalty: 5100.919922
	Iteration 4F: 3 clusters Score -3238687 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3239812.500000 Penalty: 5100.919922
	Iteration 5F: 3 clusters Score -3239812 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3240765.000000 Penalty: 5100.919922
	Iteration 6F: 3 clusters Score -3240765 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3241529.500000 Penalty: 5100.919922
	Iteration 7Q: 3 clusters Score -3241530 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3242084.750000 Penalty: 5100.919922
	Iteration 8Q: 3 clusters Score -3242085 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3242433.750000 Penalty: 5100.919922
	Iteration 9Q: 3 clusters Score -3242434 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3242661.750000 Penalty: 5100.919922
	Iteration 10Q: 3 clusters Score -3242662 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3242817.250000 Penalty: 5100.919922
	Iteration 11Q: 3 clusters Score -3242817 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3242944.000000 Penalty: 5100.919922
	Iteration 12Q: 3 clusters Score -3242944 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3243023.250000 Penalty: 5100.919922
	Iteration 13Q: 3 clusters Score -3243023 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3243072.750000 Penalty: 5100.919922
	Iteration 14Q: 3 clusters Score -3243073 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3243121.750000 Penalty: 5100.919922
	Iteration 15Q: 3 clusters Score -3243122 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3243156.000000 Penalty: 5100.919922
	Iteration 16Q: 3 clusters Score -3243156 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3243189.000000 Penalty: 5100.919922
	Iteration 17Q: 3 clusters Score -3243189 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3243226.500000 Penalty: 5100.919922
	Iteration 18Q: 3 clusters Score -3243226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3243259.000000 Penalty: 5100.919922
	Iteration 19Q: 3 clusters Score -3243259 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3243288.750000 Penalty: 5100.919922
	Iteration 20F: 3 clusters Score -3243289 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3243314.750000 Penalty: 5100.919922
	Iteration 21Q: 3 clusters Score -3243315 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3243359.250000 Penalty: 5100.919922
	Iteration 22Q: 3 clusters Score -3243359 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3243396.000000 Penalty: 5100.919922
	Iteration 23Q: 3 clusters Score -3243396 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3243442.500000 Penalty: 5100.919922
	Iteration 24Q: 3 clusters Score -3243442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3243501.750000 Penalty: 5100.919922
	Iteration 25Q: 3 clusters Score -3243502 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3243606.250000 Penalty: 5100.919922
	Iteration 26Q: 3 clusters Score -3243606 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3243762.750000 Penalty: 5100.919922
	Iteration 27Q: 3 clusters Score -3243763 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3243967.500000 Penalty: 5100.919922
	Iteration 28Q: 3 clusters Score -3243968 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3244250.500000 Penalty: 5100.919922
	Iteration 29Q: 3 clusters Score -3244250 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3244520.250000 Penalty: 5100.919922
	Iteration 30Q: 3 clusters Score -3244520 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3244702.250000 Penalty: 5100.919922
	Iteration 31Q: 3 clusters Score -3244702 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3244823.000000 Penalty: 5100.919922
	Iteration 32Q: 3 clusters Score -3244823 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3244873.250000 Penalty: 5100.919922
	Iteration 33Q: 3 clusters Score -3244873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3244911.000000 Penalty: 5100.919922
	Iteration 34Q: 3 clusters Score -3244911 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3244932.250000 Penalty: 5100.919922
	Iteration 35Q: 3 clusters Score -3244932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3244968.750000 Penalty: 5100.919922
	Iteration 36Q: 3 clusters Score -3244969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3244973.250000 Penalty: 5100.919922
	Iteration 37Q: 3 clusters Score -3244973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3244998.500000 Penalty: 5100.919922
	Iteration 38Q: 3 clusters Score -3244998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3245014.000000 Penalty: 5100.919922
	Iteration 39Q: 3 clusters Score -3245014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3245016.250000 Penalty: 5100.919922
	Iteration 40F: 3 clusters Score -3245016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3245025.000000 Penalty: 5100.919922
	Iteration 41Q: 3 clusters Score -3245025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3245043.250000 Penalty: 5100.919922
	Iteration 42Q: 3 clusters Score -3245043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3245053.000000 Penalty: 5100.919922
	Iteration 43Q: 3 clusters Score -3245053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3245076.000000 Penalty: 5100.919922
	Iteration 44Q: 3 clusters Score -3245076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3245089.500000 Penalty: 5100.919922
	Iteration 45Q: 3 clusters Score -3245090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3245116.500000 Penalty: 5100.919922
	Iteration 46Q: 3 clusters Score -3245116 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3245124.000000 Penalty: 5100.919922
	Iteration 47Q: 3 clusters Score -3245124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3245150.000000 Penalty: 5100.919922
	Iteration 48Q: 3 clusters Score -3245150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3245199.250000 Penalty: 5100.919922
	Iteration 49Q: 3 clusters Score -3245199 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3245230.000000 Penalty: 5100.919922
	Iteration 50Q: 3 clusters Score -3245230 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3245254.500000 Penalty: 5100.919922
	Iteration 51Q: 3 clusters Score -3245254 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3245306.000000 Penalty: 5100.919922
	Iteration 52Q: 3 clusters Score -3245306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3245403.000000 Penalty: 5100.919922
	Iteration 53Q: 3 clusters Score -3245403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3245466.250000 Penalty: 5100.919922
	Iteration 54Q: 3 clusters Score -3245466 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3245530.250000 Penalty: 5100.919922
	Iteration 55Q: 3 clusters Score -3245530 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3245598.750000 Penalty: 5100.919922
	Iteration 56Q: 3 clusters Score -3245599 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3245669.500000 Penalty: 5100.919922
	Iteration 57Q: 3 clusters Score -3245670 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3245730.000000 Penalty: 5100.919922
	Iteration 58Q: 3 clusters Score -3245730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3245775.500000 Penalty: 5100.919922
	Iteration 59Q: 3 clusters Score -3245776 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3245791.750000 Penalty: 5100.919922
	Iteration 60F: 3 clusters Score -3245792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3245824.750000 Penalty: 5100.919922
	Iteration 61Q: 3 clusters Score -3245825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3245855.000000 Penalty: 5100.919922
	Iteration 62Q: 3 clusters Score -3245855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3245866.750000 Penalty: 5100.919922
	Iteration 63Q: 3 clusters Score -3245867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3245895.250000 Penalty: 5100.919922
	Iteration 64Q: 3 clusters Score -3245895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3245903.000000 Penalty: 5100.919922
	Iteration 65Q: 3 clusters Score -3245903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3245907.000000 Penalty: 5100.919922
	Iteration 66Q: 3 clusters Score -3245907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3245913.250000 Penalty: 5100.919922
	Iteration 67Q: 3 clusters Score -3245913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3245922.000000 Penalty: 5100.919922
	Iteration 68Q: 3 clusters Score -3245922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3245928.750000 Penalty: 5100.919922
	Iteration 69Q: 3 clusters Score -3245929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3245929.250000 Penalty: 5100.919922
	Iteration 70Q: 3 clusters Score -3245929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3245928.000000 Penalty: 5100.919922
	Iteration 71Q: 3 clusters Score -3245928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3245944.000000 Penalty: 5100.919922
	Iteration 72Q: 3 clusters Score -3245944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3245938.500000 Penalty: 5100.919922
	Iteration 73Q: 3 clusters Score -3245938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3245947.250000 Penalty: 5100.919922
	Iteration 74Q: 3 clusters Score -3245947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3245947.000000 Penalty: 5100.919922
	Iteration 75Q: 3 clusters Score -3245947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3245955.250000 Penalty: 5100.919922
	Iteration 76Q: 3 clusters Score -3245955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3245959.750000 Penalty: 5100.919922
	Iteration 77Q: 3 clusters Score -3245960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3245958.500000 Penalty: 5100.919922
	Iteration 78Q: 3 clusters Score -3245958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3245961.250000 Penalty: 5100.919922
	Iteration 79Q: 3 clusters Score -3245961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3245965.750000 Penalty: 5100.919922
	Iteration 80F: 3 clusters Score -3245966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3245963.750000 Penalty: 5100.919922
	Iteration 81Q: 3 clusters Score -3245964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3245962.250000 Penalty: 5100.919922
	Iteration 82Q: 3 clusters Score -3245962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3245960.750000 Penalty: 5100.919922
	Iteration 83Q: 3 clusters Score -3245961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3245953.000000 Penalty: 5100.919922
	Iteration 84Q: 3 clusters Score -3245953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3245959.500000 Penalty: 5100.919922
	Iteration 85Q: 3 clusters Score -3245960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3245964.000000 Penalty: 5100.919922
	Iteration 86Q: 3 clusters Score -3245964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3245970.750000 Penalty: 5100.919922
	Iteration 87Q: 3 clusters Score -3245971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3245969.750000 Penalty: 5100.919922
	Iteration 88Q: 3 clusters Score -3245970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3245972.000000 Penalty: 5100.919922
	Iteration 89Q: 3 clusters Score -3245972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3245971.000000 Penalty: 5100.919922
	Iteration 90Q: 3 clusters Score -3245971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3245979.750000 Penalty: 5100.919922
	Iteration 91Q: 3 clusters Score -3245980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3245985.500000 Penalty: 5100.919922
	Iteration 92Q: 3 clusters Score -3245986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3245991.000000 Penalty: 5100.919922
	Iteration 93Q: 3 clusters Score -3245991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3245999.500000 Penalty: 5100.919922
	Iteration 94Q: 3 clusters Score -3246000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3245991.750000 Penalty: 5100.919922
	Iteration 95Q: 3 clusters Score -3245992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3245988.750000 Penalty: 5100.919922
	Iteration 96Q: 3 clusters Score -3245989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3245992.250000 Penalty: 5100.919922
	Iteration 97Q: 3 clusters Score -3245992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3245995.500000 Penalty: 5100.919922
	Iteration 98Q: 3 clusters Score -3245996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3245990.500000 Penalty: 5100.919922
	Iteration 99Q: 3 clusters Score -3245990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3245996.000000 Penalty: 5100.919922
	Iteration 100F: 3 clusters Score -3245996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3245992.000000 Penalty: 5100.919922
	Iteration 101Q: 3 clusters Score -3245992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3245992.500000 Penalty: 5100.919922
	Iteration 102Q: 3 clusters Score -3245992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3245988.750000 Penalty: 5100.919922
	Iteration 103Q: 3 clusters Score -3245989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3245994.250000 Penalty: 5100.919922
	Iteration 104Q: 3 clusters Score -3245994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3245996.500000 Penalty: 5100.919922
	Iteration 105Q: 3 clusters Score -3245996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3245992.500000 Penalty: 5100.919922
	Iteration 106Q: 3 clusters Score -3245992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3245994.500000 Penalty: 5100.919922
	Iteration 107Q: 3 clusters Score -3245994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3245998.250000 Penalty: 5100.919922
	Iteration 108Q: 3 clusters Score -3245998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3245999.000000 Penalty: 5100.919922
	Iteration 109Q: 3 clusters Score -3245999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3246007.500000 Penalty: 5100.919922
	Iteration 110Q: 3 clusters Score -3246008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3246006.750000 Penalty: 5100.919922
	Iteration 111Q: 3 clusters Score -3246007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3246006.000000 Penalty: 5100.919922
	Iteration 112Q: 3 clusters Score -3246006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3246006.750000 Penalty: 5100.919922
	Iteration 113Q: 3 clusters Score -3246007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3246004.500000 Penalty: 5100.919922
	Iteration 114Q: 3 clusters Score -3246004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3246008.250000 Penalty: 5100.919922
	Iteration 115Q: 3 clusters Score -3246008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3246007.250000 Penalty: 5100.919922
	Iteration 116Q: 3 clusters Score -3246007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3246007.250000 Penalty: 5100.919922
	Iteration 117F: 3 clusters Score -3246007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Entering Unmasked Estep 
Score: -5616796.000000 Penalty: 2673.067383
	Iteration 0F: 2 clusters Score -5616796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -5584482.000000 Penalty: 5346.134766
	Iteration 0F: 3 clusters Score -5584482 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -5597074.500000 Penalty: 5346.134766
	Iteration 1F: 3 clusters Score -5597074 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5597780.000000 Penalty: 5346.134766
	Iteration 2Q: 3 clusters Score -5597780 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5598466.000000 Penalty: 5346.134766
	Iteration 3Q: 3 clusters Score -5598466 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5599168.500000 Penalty: 5346.134766
	Iteration 4Q: 3 clusters Score -5599168 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5599876.500000 Penalty: 5346.134766
	Iteration 5Q: 3 clusters Score -5599876 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5600617.500000 Penalty: 5346.134766
	Iteration 6Q: 3 clusters Score -5600618 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5601401.000000 Penalty: 5346.134766
	Iteration 7Q: 3 clusters Score -5601401 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5602223.000000 Penalty: 5346.134766
	Iteration 8Q: 3 clusters Score -5602223 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5603111.500000 Penalty: 5346.134766
	Iteration 9Q: 3 clusters Score -5603112 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -5604032.000000 Penalty: 5346.134766
	Iteration 10Q: 3 clusters Score -5604032 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -5604929.000000 Penalty: 5346.134766
	Iteration 11Q: 3 clusters Score -5604929 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5605718.500000 Penalty: 5346.134766
	Iteration 12Q: 3 clusters Score -5605718 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -5606438.500000 Penalty: 5346.134766
	Iteration 13Q: 3 clusters Score -5606438 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5607061.500000 Penalty: 5346.134766
	Iteration 14Q: 3 clusters Score -5607062 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5607640.000000 Penalty: 5346.134766
	Iteration 15Q: 3 clusters Score -5607640 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5608105.500000 Penalty: 5346.134766
	Iteration 16Q: 3 clusters Score -5608106 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -5608455.500000 Penalty: 5346.134766
	Iteration 17Q: 3 clusters Score -5608456 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -5608765.500000 Penalty: 5346.134766
	Iteration 18Q: 3 clusters Score -5608766 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5608976.500000 Penalty: 5346.134766
	Iteration 19Q: 3 clusters Score -5608976 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5609162.000000 Penalty: 5346.134766
	Iteration 20F: 3 clusters Score -5609162 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5609286.000000 Penalty: 5346.134766
	Iteration 21Q: 3 clusters Score -5609286 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -5609381.500000 Penalty: 5346.134766
	Iteration 22Q: 3 clusters Score -5609382 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5609500.500000 Penalty: 5346.134766
	Iteration 23Q: 3 clusters Score -5609500 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5609589.500000 Penalty: 5346.134766
	Iteration 24Q: 3 clusters Score -5609590 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -5609673.500000 Penalty: 5346.134766
	Iteration 25Q: 3 clusters Score -5609674 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -5609755.500000 Penalty: 5346.134766
	Iteration 26Q: 3 clusters Score -5609756 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -5609832.500000 Penalty: 5346.134766
	Iteration 27Q: 3 clusters Score -5609832 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -5609914.500000 Penalty: 5346.134766
	Iteration 28Q: 3 clusters Score -5609914 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5609969.500000 Penalty: 5346.134766
	Iteration 29Q: 3 clusters Score -5609970 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -5610076.500000 Penalty: 5346.134766
	Iteration 30Q: 3 clusters Score -5610076 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5610138.000000 Penalty: 5346.134766
	Iteration 31Q: 3 clusters Score -5610138 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5610230.500000 Penalty: 5346.134766
	Iteration 32Q: 3 clusters Score -5610230 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -5610391.000000 Penalty: 5346.134766
	Iteration 33Q: 3 clusters Score -5610391 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -5610468.500000 Penalty: 5346.134766
	Iteration 34Q: 3 clusters Score -5610468 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -5610548.500000 Penalty: 5346.134766
	Iteration 35Q: 3 clusters Score -5610548 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -5610619.000000 Penalty: 5346.134766
	Iteration 36Q: 3 clusters Score -5610619 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5610690.500000 Penalty: 5346.134766
	Iteration 37Q: 3 clusters Score -5610690 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5610735.000000 Penalty: 5346.134766
	Iteration 38Q: 3 clusters Score -5610735 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5610784.500000 Penalty: 5346.134766
	Iteration 39Q: 3 clusters Score -5610784 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5610869.500000 Penalty: 5346.134766
	Iteration 40F: 3 clusters Score -5610870 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -5610934.000000 Penalty: 5346.134766
	Iteration 41Q: 3 clusters Score -5610934 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -5611011.000000 Penalty: 5346.134766
	Iteration 42Q: 3 clusters Score -5611011 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -5611100.500000 Penalty: 5346.134766
	Iteration 43Q: 3 clusters Score -5611100 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -5611179.000000 Penalty: 5346.134766
	Iteration 44Q: 3 clusters Score -5611179 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5611252.000000 Penalty: 5346.134766
	Iteration 45Q: 3 clusters Score -5611252 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -5611352.500000 Penalty: 5346.134766
	Iteration 46Q: 3 clusters Score -5611352 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5611449.500000 Penalty: 5346.134766
	Iteration 47Q: 3 clusters Score -5611450 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -5611524.500000 Penalty: 5346.134766
	Iteration 48Q: 3 clusters Score -5611524 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -5611587.500000 Penalty: 5346.134766
	Iteration 49Q: 3 clusters Score -5611588 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5611625.500000 Penalty: 5346.134766
	Iteration 50Q: 3 clusters Score -5611626 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -5611723.000000 Penalty: 5346.134766
	Iteration 51Q: 3 clusters Score -5611723 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5611816.500000 Penalty: 5346.134766
	Iteration 52Q: 3 clusters Score -5611816 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5611888.500000 Penalty: 5346.134766
	Iteration 53Q: 3 clusters Score -5611888 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -5611996.000000 Penalty: 5346.134766
	Iteration 54Q: 3 clusters Score -5611996 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -5612064.000000 Penalty: 5346.134766
	Iteration 55Q: 3 clusters Score -5612064 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -5612166.500000 Penalty: 5346.134766
	Iteration 56Q: 3 clusters Score -5612166 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -5612245.500000 Penalty: 5346.134766
	Iteration 57Q: 3 clusters Score -5612246 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5612341.500000 Penalty: 5346.134766
	Iteration 58Q: 3 clusters Score -5612342 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -5612473.500000 Penalty: 5346.134766
	Iteration 59Q: 3 clusters Score -5612474 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -5612524.500000 Penalty: 5346.134766
	Iteration 60F: 3 clusters Score -5612524 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -5612652.000000 Penalty: 5346.134766
	Iteration 61Q: 3 clusters Score -5612652 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5612730.500000 Penalty: 5346.134766
	Iteration 62Q: 3 clusters Score -5612730 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -5612828.500000 Penalty: 5346.134766
	Iteration 63Q: 3 clusters Score -5612828 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -5612929.500000 Penalty: 5346.134766
	Iteration 64Q: 3 clusters Score -5612930 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5613036.000000 Penalty: 5346.134766
	Iteration 65Q: 3 clusters Score -5613036 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5613113.500000 Penalty: 5346.134766
	Iteration 66Q: 3 clusters Score -5613114 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -5613243.000000 Penalty: 5346.134766
	Iteration 67Q: 3 clusters Score -5613243 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -5613341.000000 Penalty: 5346.134766
	Iteration 68Q: 3 clusters Score -5613341 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -5613443.000000 Penalty: 5346.134766
	Iteration 69Q: 3 clusters Score -5613443 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5613549.000000 Penalty: 5346.134766
	Iteration 70Q: 3 clusters Score -5613549 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5613659.000000 Penalty: 5346.134766
	Iteration 71Q: 3 clusters Score -5613659 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5613787.000000 Penalty: 5346.134766
	Iteration 72Q: 3 clusters Score -5613787 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5613926.000000 Penalty: 5346.134766
	Iteration 73Q: 3 clusters Score -5613926 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5614070.000000 Penalty: 5346.134766
	Iteration 74Q: 3 clusters Score -5614070 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5614152.500000 Penalty: 5346.134766
	Iteration 75Q: 3 clusters Score -5614152 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5614257.000000 Penalty: 5346.134766
	Iteration 76Q: 3 clusters Score -5614257 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5614355.500000 Penalty: 5346.134766
	Iteration 77Q: 3 clusters Score -5614356 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5614430.000000 Penalty: 5346.134766
	Iteration 78Q: 3 clusters Score -5614430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5614490.000000 Penalty: 5346.134766
	Iteration 79Q: 3 clusters Score -5614490 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5614539.000000 Penalty: 5346.134766
	Iteration 80F: 3 clusters Score -5614539 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5614585.000000 Penalty: 5346.134766
	Iteration 81Q: 3 clusters Score -5614585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5614628.000000 Penalty: 5346.134766
	Iteration 82Q: 3 clusters Score -5614628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5614677.000000 Penalty: 5346.134766
	Iteration 83Q: 3 clusters Score -5614677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5614724.000000 Penalty: 5346.134766
	Iteration 84Q: 3 clusters Score -5614724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5614752.000000 Penalty: 5346.134766
	Iteration 85Q: 3 clusters Score -5614752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5614785.500000 Penalty: 5346.134766
	Iteration 86Q: 3 clusters Score -5614786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5614797.500000 Penalty: 5346.134766
	Iteration 87Q: 3 clusters Score -5614798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5614810.500000 Penalty: 5346.134766
	Iteration 88Q: 3 clusters Score -5614810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5614822.500000 Penalty: 5346.134766
	Iteration 89Q: 3 clusters Score -5614822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5614830.000000 Penalty: 5346.134766
	Iteration 90Q: 3 clusters Score -5614830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5614839.000000 Penalty: 5346.134766
	Iteration 91Q: 3 clusters Score -5614839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5614849.500000 Penalty: 5346.134766
	Iteration 92Q: 3 clusters Score -5614850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5614873.000000 Penalty: 5346.134766
	Iteration 93Q: 3 clusters Score -5614873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5614881.500000 Penalty: 5346.134766
	Iteration 94Q: 3 clusters Score -5614882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5614891.500000 Penalty: 5346.134766
	Iteration 95Q: 3 clusters Score -5614892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5614901.500000 Penalty: 5346.134766
	Iteration 96Q: 3 clusters Score -5614902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5614896.000000 Penalty: 5346.134766
	Iteration 97Q: 3 clusters Score -5614896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5614899.500000 Penalty: 5346.134766
	Iteration 98Q: 3 clusters Score -5614900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5614904.500000 Penalty: 5346.134766
	Iteration 99Q: 3 clusters Score -5614904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5614902.000000 Penalty: 5346.134766
	Iteration 100F: 3 clusters Score -5614902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5614906.500000 Penalty: 5346.134766
	Iteration 101Q: 3 clusters Score -5614906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5614898.000000 Penalty: 5346.134766
	Iteration 102Q: 3 clusters Score -5614898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5614908.500000 Penalty: 5346.134766
	Iteration 103Q: 3 clusters Score -5614908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5614906.500000 Penalty: 5346.134766
	Iteration 104Q: 3 clusters Score -5614906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5614918.500000 Penalty: 5346.134766
	Iteration 105Q: 3 clusters Score -5614918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5614915.500000 Penalty: 5346.134766
	Iteration 106Q: 3 clusters Score -5614916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5614917.000000 Penalty: 5346.134766
	Iteration 107Q: 3 clusters Score -5614917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5614924.000000 Penalty: 5346.134766
	Iteration 108Q: 3 clusters Score -5614924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5614920.000000 Penalty: 5346.134766
	Iteration 109Q: 3 clusters Score -5614920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5614920.000000 Penalty: 5346.134766
	Iteration 110F: 3 clusters Score -5614920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (110194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110194 members 
Entering Unmasked Estep 
Score: -13089668.000000 Penalty: 2879.279541
	Iteration 0F: 2 clusters Score -1.308967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -13016323.000000 Penalty: 5758.559082
	Iteration 0F: 3 clusters Score -1.301632e+07 nChanged 52118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -13046295.000000 Penalty: 5758.559082
	Iteration 1F: 3 clusters Score -1.30463e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -13047381.000000 Penalty: 5758.559082
	Iteration 2Q: 3 clusters Score -1.304738e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -13048631.000000 Penalty: 5758.559082
	Iteration 3Q: 3 clusters Score -1.304863e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -13050639.000000 Penalty: 5758.559082
	Iteration 4Q: 3 clusters Score -1.305064e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -13053525.000000 Penalty: 5758.559082
	Iteration 5F: 3 clusters Score -1.305352e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -13057527.000000 Penalty: 5758.559082
	Iteration 6F: 3 clusters Score -1.305753e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -13063025.000000 Penalty: 5758.559082
	Iteration 7F: 3 clusters Score -1.306302e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -13069494.000000 Penalty: 5758.559082
	Iteration 8F: 3 clusters Score -1.306949e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -13075634.000000 Penalty: 5758.559082
	Iteration 9F: 3 clusters Score -1.307563e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -13080142.000000 Penalty: 5758.559082
	Iteration 10Q: 3 clusters Score -1.308014e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -13082958.000000 Penalty: 5758.559082
	Iteration 11Q: 3 clusters Score -1.308296e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -13084673.000000 Penalty: 5758.559082
	Iteration 12Q: 3 clusters Score -1.308467e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -13085589.000000 Penalty: 5758.559082
	Iteration 13Q: 3 clusters Score -1.308559e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -13086252.000000 Penalty: 5758.559082
	Iteration 14Q: 3 clusters Score -1.308625e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -13086694.000000 Penalty: 5758.559082
	Iteration 15Q: 3 clusters Score -1.308669e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -13087004.000000 Penalty: 5758.559082
	Iteration 16Q: 3 clusters Score -1.3087e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106751 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -13087287.000000 Penalty: 5758.559082
	Iteration 17Q: 3 clusters Score -1.308729e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -13087472.000000 Penalty: 5758.559082
	Iteration 18Q: 3 clusters Score -1.308747e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -13087655.000000 Penalty: 5758.559082
	Iteration 19Q: 3 clusters Score -1.308766e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -13087704.000000 Penalty: 5758.559082
	Iteration 20F: 3 clusters Score -1.30877e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -13087788.000000 Penalty: 5758.559082
	Iteration 21Q: 3 clusters Score -1.308779e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -13087817.000000 Penalty: 5758.559082
	Iteration 22Q: 3 clusters Score -1.308782e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107707 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13087839.000000 Penalty: 5758.559082
	Iteration 23Q: 3 clusters Score -1.308784e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107750 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -13087848.000000 Penalty: 5758.559082
	Iteration 24Q: 3 clusters Score -1.308785e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -13087868.000000 Penalty: 5758.559082
	Iteration 25Q: 3 clusters Score -1.308787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13087869.000000 Penalty: 5758.559082
	Iteration 26Q: 3 clusters Score -1.308787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107855 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13087871.000000 Penalty: 5758.559082
	Iteration 27Q: 3 clusters Score -1.308787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -13087868.000000 Penalty: 5758.559082
	Iteration 28Q: 3 clusters Score -1.308787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -13087885.000000 Penalty: 5758.559082
	Iteration 29Q: 3 clusters Score -1.308788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -13087888.000000 Penalty: 5758.559082
	Iteration 30Q: 3 clusters Score -1.308789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -13087887.000000 Penalty: 5758.559082
	Iteration 31Q: 3 clusters Score -1.308789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -13087893.000000 Penalty: 5758.559082
	Iteration 32Q: 3 clusters Score -1.308789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -13087908.000000 Penalty: 5758.559082
	Iteration 33Q: 3 clusters Score -1.308791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13087908.000000 Penalty: 5758.559082
	Iteration 34Q: 3 clusters Score -1.308791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -13087915.000000 Penalty: 5758.559082
	Iteration 35Q: 3 clusters Score -1.308792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107997 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -13087916.000000 Penalty: 5758.559082
	Iteration 36Q: 3 clusters Score -1.308792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -13087919.000000 Penalty: 5758.559082
	Iteration 37Q: 3 clusters Score -1.308792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -13087931.000000 Penalty: 5758.559082
	Iteration 38Q: 3 clusters Score -1.308793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108035 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -13087937.000000 Penalty: 5758.559082
	Iteration 39Q: 3 clusters Score -1.308794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -13087948.000000 Penalty: 5758.559082
	Iteration 40F: 3 clusters Score -1.308795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108056 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -13087947.000000 Penalty: 5758.559082
	Iteration 41Q: 3 clusters Score -1.308795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -13087940.000000 Penalty: 5758.559082
	Iteration 42Q: 3 clusters Score -1.308794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13087937.000000 Penalty: 5758.559082
	Iteration 43Q: 3 clusters Score -1.308794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13087967.000000 Penalty: 5758.559082
	Iteration 44Q: 3 clusters Score -1.308797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -13087966.000000 Penalty: 5758.559082
	Iteration 45Q: 3 clusters Score -1.308797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -13087970.000000 Penalty: 5758.559082
	Iteration 46Q: 3 clusters Score -1.308797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -13087968.000000 Penalty: 5758.559082
	Iteration 47Q: 3 clusters Score -1.308797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13087973.000000 Penalty: 5758.559082
	Iteration 48Q: 3 clusters Score -1.308797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -13087971.000000 Penalty: 5758.559082
	Iteration 49Q: 3 clusters Score -1.308797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13087969.000000 Penalty: 5758.559082
	Iteration 50Q: 3 clusters Score -1.308797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108093 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -13087968.000000 Penalty: 5758.559082
	Iteration 51Q: 3 clusters Score -1.308797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -13087964.000000 Penalty: 5758.559082
	Iteration 52Q: 3 clusters Score -1.308796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -13087963.000000 Penalty: 5758.559082
	Iteration 53Q: 3 clusters Score -1.308796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108096 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -13087962.000000 Penalty: 5758.559082
	Iteration 54Q: 3 clusters Score -1.308796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13087957.000000 Penalty: 5758.559082
	Iteration 55Q: 3 clusters Score -1.308796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13087957.000000 Penalty: 5758.559082
	Iteration 56F: 3 clusters Score -1.308796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Entering Unmasked Estep 
Score: -8802211.000000 Penalty: 2775.425537
	Iteration 0F: 2 clusters Score -8802211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -8753685.000000 Penalty: 5550.851074
	Iteration 0F: 3 clusters Score -8753685 nChanged 34020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -8772789.000000 Penalty: 5550.851074
	Iteration 1F: 3 clusters Score -8772789 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -8773625.000000 Penalty: 5550.851074
	Iteration 2Q: 3 clusters Score -8773625 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -8774637.000000 Penalty: 5550.851074
	Iteration 3Q: 3 clusters Score -8774637 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -8775963.000000 Penalty: 5550.851074
	Iteration 4Q: 3 clusters Score -8775963 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8777812.000000 Penalty: 5550.851074
	Iteration 5Q: 3 clusters Score -8777812 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -8780256.000000 Penalty: 5550.851074
	Iteration 6F: 3 clusters Score -8780256 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -8783369.000000 Penalty: 5550.851074
	Iteration 7F: 3 clusters Score -8783369 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8786785.000000 Penalty: 5550.851074
	Iteration 8F: 3 clusters Score -8786785 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -8789398.000000 Penalty: 5550.851074
	Iteration 9F: 3 clusters Score -8789398 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -8790730.000000 Penalty: 5550.851074
	Iteration 10Q: 3 clusters Score -8790730 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -8791231.000000 Penalty: 5550.851074
	Iteration 11Q: 3 clusters Score -8791231 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -8791479.000000 Penalty: 5550.851074
	Iteration 12Q: 3 clusters Score -8791479 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -8791643.000000 Penalty: 5550.851074
	Iteration 13Q: 3 clusters Score -8791643 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8791790.000000 Penalty: 5550.851074
	Iteration 14Q: 3 clusters Score -8791790 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -8791914.000000 Penalty: 5550.851074
	Iteration 15Q: 3 clusters Score -8791914 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -8792024.000000 Penalty: 5550.851074
	Iteration 16Q: 3 clusters Score -8792024 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8792146.000000 Penalty: 5550.851074
	Iteration 17Q: 3 clusters Score -8792146 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8792297.000000 Penalty: 5550.851074
	Iteration 18Q: 3 clusters Score -8792297 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -8792394.000000 Penalty: 5550.851074
	Iteration 19Q: 3 clusters Score -8792394 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8792499.000000 Penalty: 5550.851074
	Iteration 20F: 3 clusters Score -8792499 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8792572.000000 Penalty: 5550.851074
	Iteration 21Q: 3 clusters Score -8792572 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -8792679.000000 Penalty: 5550.851074
	Iteration 22Q: 3 clusters Score -8792679 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8792873.000000 Penalty: 5550.851074
	Iteration 23Q: 3 clusters Score -8792873 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8793054.000000 Penalty: 5550.851074
	Iteration 24Q: 3 clusters Score -8793054 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8793155.000000 Penalty: 5550.851074
	Iteration 25Q: 3 clusters Score -8793155 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -8793253.000000 Penalty: 5550.851074
	Iteration 26Q: 3 clusters Score -8793253 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -8793441.000000 Penalty: 5550.851074
	Iteration 27Q: 3 clusters Score -8793441 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -8793634.000000 Penalty: 5550.851074
	Iteration 28Q: 3 clusters Score -8793634 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -8793805.000000 Penalty: 5550.851074
	Iteration 29Q: 3 clusters Score -8793805 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -8794030.000000 Penalty: 5550.851074
	Iteration 30Q: 3 clusters Score -8794030 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -8794199.000000 Penalty: 5550.851074
	Iteration 31Q: 3 clusters Score -8794199 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -8794387.000000 Penalty: 5550.851074
	Iteration 32Q: 3 clusters Score -8794387 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -8794541.000000 Penalty: 5550.851074
	Iteration 33Q: 3 clusters Score -8794541 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -8794696.000000 Penalty: 5550.851074
	Iteration 34Q: 3 clusters Score -8794696 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -8794869.000000 Penalty: 5550.851074
	Iteration 35Q: 3 clusters Score -8794869 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -8795056.000000 Penalty: 5550.851074
	Iteration 36Q: 3 clusters Score -8795056 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -8795261.000000 Penalty: 5550.851074
	Iteration 37Q: 3 clusters Score -8795261 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -8795481.000000 Penalty: 5550.851074
	Iteration 38Q: 3 clusters Score -8795481 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -8795705.000000 Penalty: 5550.851074
	Iteration 39Q: 3 clusters Score -8795705 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -8795961.000000 Penalty: 5550.851074
	Iteration 40F: 3 clusters Score -8795961 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -8796198.000000 Penalty: 5550.851074
	Iteration 41Q: 3 clusters Score -8796198 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -8796394.000000 Penalty: 5550.851074
	Iteration 42Q: 3 clusters Score -8796394 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -8796583.000000 Penalty: 5550.851074
	Iteration 43Q: 3 clusters Score -8796583 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -8796780.000000 Penalty: 5550.851074
	Iteration 44Q: 3 clusters Score -8796780 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -8797020.000000 Penalty: 5550.851074
	Iteration 45Q: 3 clusters Score -8797020 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -8797233.000000 Penalty: 5550.851074
	Iteration 46Q: 3 clusters Score -8797233 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -8797439.000000 Penalty: 5550.851074
	Iteration 47Q: 3 clusters Score -8797439 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -8797677.000000 Penalty: 5550.851074
	Iteration 48Q: 3 clusters Score -8797677 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -8797896.000000 Penalty: 5550.851074
	Iteration 49Q: 3 clusters Score -8797896 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -8798067.000000 Penalty: 5550.851074
	Iteration 50Q: 3 clusters Score -8798067 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -8798206.000000 Penalty: 5550.851074
	Iteration 51Q: 3 clusters Score -8798206 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -8798376.000000 Penalty: 5550.851074
	Iteration 52Q: 3 clusters Score -8798376 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -8798545.000000 Penalty: 5550.851074
	Iteration 53Q: 3 clusters Score -8798545 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -8798666.000000 Penalty: 5550.851074
	Iteration 54Q: 3 clusters Score -8798666 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -8798798.000000 Penalty: 5550.851074
	Iteration 55Q: 3 clusters Score -8798798 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -8798933.000000 Penalty: 5550.851074
	Iteration 56Q: 3 clusters Score -8798933 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -8799045.000000 Penalty: 5550.851074
	Iteration 57Q: 3 clusters Score -8799045 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -8799120.000000 Penalty: 5550.851074
	Iteration 58Q: 3 clusters Score -8799120 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -8799181.000000 Penalty: 5550.851074
	Iteration 59Q: 3 clusters Score -8799181 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -8799225.000000 Penalty: 5550.851074
	Iteration 60F: 3 clusters Score -8799225 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -8799271.000000 Penalty: 5550.851074
	Iteration 61Q: 3 clusters Score -8799271 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -8799340.000000 Penalty: 5550.851074
	Iteration 62Q: 3 clusters Score -8799340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -8799390.000000 Penalty: 5550.851074
	Iteration 63Q: 3 clusters Score -8799390 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -8799418.000000 Penalty: 5550.851074
	Iteration 64Q: 3 clusters Score -8799418 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -8799446.000000 Penalty: 5550.851074
	Iteration 65Q: 3 clusters Score -8799446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -8799495.000000 Penalty: 5550.851074
	Iteration 66Q: 3 clusters Score -8799495 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -8799539.000000 Penalty: 5550.851074
	Iteration 67Q: 3 clusters Score -8799539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -8799576.000000 Penalty: 5550.851074
	Iteration 68Q: 3 clusters Score -8799576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -8799609.000000 Penalty: 5550.851074
	Iteration 69Q: 3 clusters Score -8799609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -8799635.000000 Penalty: 5550.851074
	Iteration 70Q: 3 clusters Score -8799635 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -8799636.000000 Penalty: 5550.851074
	Iteration 71Q: 3 clusters Score -8799636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -8799682.000000 Penalty: 5550.851074
	Iteration 72Q: 3 clusters Score -8799682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -8799695.000000 Penalty: 5550.851074
	Iteration 73Q: 3 clusters Score -8799695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -8799715.000000 Penalty: 5550.851074
	Iteration 74Q: 3 clusters Score -8799715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -8799715.000000 Penalty: 5550.851074
	Iteration 75Q: 3 clusters Score -8799715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -8799735.000000 Penalty: 5550.851074
	Iteration 76Q: 3 clusters Score -8799735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -8799756.000000 Penalty: 5550.851074
	Iteration 77Q: 3 clusters Score -8799756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -8799765.000000 Penalty: 5550.851074
	Iteration 78Q: 3 clusters Score -8799765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -8799765.000000 Penalty: 5550.851074
	Iteration 79Q: 3 clusters Score -8799765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -8799788.000000 Penalty: 5550.851074
	Iteration 80F: 3 clusters Score -8799788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -8799797.000000 Penalty: 5550.851074
	Iteration 81Q: 3 clusters Score -8799797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -8799803.000000 Penalty: 5550.851074
	Iteration 82Q: 3 clusters Score -8799803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -8799816.000000 Penalty: 5550.851074
	Iteration 83Q: 3 clusters Score -8799816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -8799812.000000 Penalty: 5550.851074
	Iteration 84Q: 3 clusters Score -8799812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -8799830.000000 Penalty: 5550.851074
	Iteration 85Q: 3 clusters Score -8799830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -8799842.000000 Penalty: 5550.851074
	Iteration 86Q: 3 clusters Score -8799842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -8799846.000000 Penalty: 5550.851074
	Iteration 87Q: 3 clusters Score -8799846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -8799855.000000 Penalty: 5550.851074
	Iteration 88Q: 3 clusters Score -8799855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -8799851.000000 Penalty: 5550.851074
	Iteration 89Q: 3 clusters Score -8799851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -8799862.000000 Penalty: 5550.851074
	Iteration 90Q: 3 clusters Score -8799862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -8799881.000000 Penalty: 5550.851074
	Iteration 91Q: 3 clusters Score -8799881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -8799881.000000 Penalty: 5550.851074
	Iteration 92Q: 3 clusters Score -8799881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -8799878.000000 Penalty: 5550.851074
	Iteration 93Q: 3 clusters Score -8799878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -8799885.000000 Penalty: 5550.851074
	Iteration 94Q: 3 clusters Score -8799885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -8799888.000000 Penalty: 5550.851074
	Iteration 95Q: 3 clusters Score -8799888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -8799890.000000 Penalty: 5550.851074
	Iteration 96Q: 3 clusters Score -8799890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -8799901.000000 Penalty: 5550.851074
	Iteration 97Q: 3 clusters Score -8799901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -8799898.000000 Penalty: 5550.851074
	Iteration 98Q: 3 clusters Score -8799898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -8799901.000000 Penalty: 5550.851074
	Iteration 99Q: 3 clusters Score -8799901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -8799903.000000 Penalty: 5550.851074
	Iteration 100F: 3 clusters Score -8799903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -8799902.000000 Penalty: 5550.851074
	Iteration 101Q: 3 clusters Score -8799902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -8799902.000000 Penalty: 5550.851074
	Iteration 102Q: 3 clusters Score -8799902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -8799908.000000 Penalty: 5550.851074
	Iteration 103Q: 3 clusters Score -8799908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -8799905.000000 Penalty: 5550.851074
	Iteration 104Q: 3 clusters Score -8799905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -8799905.000000 Penalty: 5550.851074
	Iteration 105F: 3 clusters Score -8799905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -418526.125000 Penalty: 2022.244873
	Iteration 0F: 2 clusters Score -418526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -414975.437500 Penalty: 4044.489746
	Iteration 0F: 3 clusters Score -414975.4 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -415748.843750 Penalty: 4044.489746
	Iteration 1F: 3 clusters Score -415748.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -415940.656250 Penalty: 4044.489746
	Iteration 2F: 3 clusters Score -415940.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -416050.375000 Penalty: 4044.489746
	Iteration 3F: 3 clusters Score -416050.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -416113.500000 Penalty: 4044.489746
	Iteration 4Q: 3 clusters Score -416113.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -416160.687500 Penalty: 4044.489746
	Iteration 5Q: 3 clusters Score -416160.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -416192.125000 Penalty: 4044.489746
	Iteration 6Q: 3 clusters Score -416192.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -416216.000000 Penalty: 4044.489746
	Iteration 7Q: 3 clusters Score -416216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -416233.093750 Penalty: 4044.489746
	Iteration 8Q: 3 clusters Score -416233.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -416245.593750 Penalty: 4044.489746
	Iteration 9Q: 3 clusters Score -416245.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -416259.218750 Penalty: 4044.489746
	Iteration 10Q: 3 clusters Score -416259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -416269.093750 Penalty: 4044.489746
	Iteration 11Q: 3 clusters Score -416269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -416276.000000 Penalty: 4044.489746
	Iteration 12Q: 3 clusters Score -416276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -416285.343750 Penalty: 4044.489746
	Iteration 13Q: 3 clusters Score -416285.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -416296.750000 Penalty: 4044.489746
	Iteration 14Q: 3 clusters Score -416296.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -416310.406250 Penalty: 4044.489746
	Iteration 15Q: 3 clusters Score -416310.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -416324.968750 Penalty: 4044.489746
	Iteration 16Q: 3 clusters Score -416325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -416337.000000 Penalty: 4044.489746
	Iteration 17Q: 3 clusters Score -416337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -416349.593750 Penalty: 4044.489746
	Iteration 18Q: 3 clusters Score -416349.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -416364.750000 Penalty: 4044.489746
	Iteration 19Q: 3 clusters Score -416364.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -416375.562500 Penalty: 4044.489746
	Iteration 20F: 3 clusters Score -416375.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -416390.750000 Penalty: 4044.489746
	Iteration 21Q: 3 clusters Score -416390.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -416404.437500 Penalty: 4044.489746
	Iteration 22Q: 3 clusters Score -416404.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -416418.125000 Penalty: 4044.489746
	Iteration 23Q: 3 clusters Score -416418.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -416432.312500 Penalty: 4044.489746
	Iteration 24Q: 3 clusters Score -416432.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -416445.593750 Penalty: 4044.489746
	Iteration 25Q: 3 clusters Score -416445.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -416455.281250 Penalty: 4044.489746
	Iteration 26Q: 3 clusters Score -416455.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -416465.718750 Penalty: 4044.489746
	Iteration 27Q: 3 clusters Score -416465.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -416472.218750 Penalty: 4044.489746
	Iteration 28Q: 3 clusters Score -416472.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -416480.625000 Penalty: 4044.489746
	Iteration 29Q: 3 clusters Score -416480.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -416498.312500 Penalty: 4044.489746
	Iteration 30Q: 3 clusters Score -416498.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -416515.781250 Penalty: 4044.489746
	Iteration 31Q: 3 clusters Score -416515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -416529.968750 Penalty: 4044.489746
	Iteration 32Q: 3 clusters Score -416530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -416541.937500 Penalty: 4044.489746
	Iteration 33Q: 3 clusters Score -416541.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -416557.625000 Penalty: 4044.489746
	Iteration 34Q: 3 clusters Score -416557.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -416574.062500 Penalty: 4044.489746
	Iteration 35Q: 3 clusters Score -416574.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -416595.000000 Penalty: 4044.489746
	Iteration 36Q: 3 clusters Score -416595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -416616.718750 Penalty: 4044.489746
	Iteration 37Q: 3 clusters Score -416616.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -416640.875000 Penalty: 4044.489746
	Iteration 38Q: 3 clusters Score -416640.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -416666.187500 Penalty: 4044.489746
	Iteration 39Q: 3 clusters Score -416666.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -416692.125000 Penalty: 4044.489746
	Iteration 40F: 3 clusters Score -416692.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -416718.062500 Penalty: 4044.489746
	Iteration 41Q: 3 clusters Score -416718.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -416736.843750 Penalty: 4044.489746
	Iteration 42Q: 3 clusters Score -416736.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -416760.406250 Penalty: 4044.489746
	Iteration 43Q: 3 clusters Score -416760.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -416789.531250 Penalty: 4044.489746
	Iteration 44Q: 3 clusters Score -416789.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -416810.281250 Penalty: 4044.489746
	Iteration 45Q: 3 clusters Score -416810.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -416829.281250 Penalty: 4044.489746
	Iteration 46Q: 3 clusters Score -416829.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -416846.031250 Penalty: 4044.489746
	Iteration 47Q: 3 clusters Score -416846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -416856.156250 Penalty: 4044.489746
	Iteration 48Q: 3 clusters Score -416856.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -416866.312500 Penalty: 4044.489746
	Iteration 49Q: 3 clusters Score -416866.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -416877.750000 Penalty: 4044.489746
	Iteration 50Q: 3 clusters Score -416877.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -416892.250000 Penalty: 4044.489746
	Iteration 51Q: 3 clusters Score -416892.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -416906.531250 Penalty: 4044.489746
	Iteration 52Q: 3 clusters Score -416906.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -416922.781250 Penalty: 4044.489746
	Iteration 53Q: 3 clusters Score -416922.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -416940.062500 Penalty: 4044.489746
	Iteration 54Q: 3 clusters Score -416940.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -416952.781250 Penalty: 4044.489746
	Iteration 55Q: 3 clusters Score -416952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -416963.593750 Penalty: 4044.489746
	Iteration 56Q: 3 clusters Score -416963.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -416971.781250 Penalty: 4044.489746
	Iteration 57Q: 3 clusters Score -416971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -416978.750000 Penalty: 4044.489746
	Iteration 58Q: 3 clusters Score -416978.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -416984.875000 Penalty: 4044.489746
	Iteration 59Q: 3 clusters Score -416984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -416988.281250 Penalty: 4044.489746
	Iteration 60F: 3 clusters Score -416988.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -416990.250000 Penalty: 4044.489746
	Iteration 61Q: 3 clusters Score -416990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -416990.843750 Penalty: 4044.489746
	Iteration 62Q: 3 clusters Score -416990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -416993.125000 Penalty: 4044.489746
	Iteration 63Q: 3 clusters Score -416993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -416993.218750 Penalty: 4044.489746
	Iteration 64Q: 3 clusters Score -416993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -416993.875000 Penalty: 4044.489746
	Iteration 65Q: 3 clusters Score -416993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -416995.312500 Penalty: 4044.489746
	Iteration 66Q: 3 clusters Score -416995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -416998.750000 Penalty: 4044.489746
	Iteration 67Q: 3 clusters Score -416998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -417007.062500 Penalty: 4044.489746
	Iteration 68Q: 3 clusters Score -417007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -417013.375000 Penalty: 4044.489746
	Iteration 69Q: 3 clusters Score -417013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -417022.531250 Penalty: 4044.489746
	Iteration 70Q: 3 clusters Score -417022.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -417032.906250 Penalty: 4044.489746
	Iteration 71Q: 3 clusters Score -417032.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -417039.562500 Penalty: 4044.489746
	Iteration 72Q: 3 clusters Score -417039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -417046.125000 Penalty: 4044.489746
	Iteration 73Q: 3 clusters Score -417046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -417051.843750 Penalty: 4044.489746
	Iteration 74Q: 3 clusters Score -417051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -417053.343750 Penalty: 4044.489746
	Iteration 75Q: 3 clusters Score -417053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -417056.812500 Penalty: 4044.489746
	Iteration 76Q: 3 clusters Score -417056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -417058.437500 Penalty: 4044.489746
	Iteration 77Q: 3 clusters Score -417058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -417058.468750 Penalty: 4044.489746
	Iteration 78Q: 3 clusters Score -417058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -417058.468750 Penalty: 4044.489746
	Iteration 79F: 3 clusters Score -417058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Entering Unmasked Estep 
Score: -2071672.875000 Penalty: 2433.329102
	Iteration 0F: 2 clusters Score -2071673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2058813.750000 Penalty: 4866.658203
	Iteration 0F: 3 clusters Score -2058814 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2063429.625000 Penalty: 4866.658203
	Iteration 1F: 3 clusters Score -2063430 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2064494.250000 Penalty: 4866.658203
	Iteration 2F: 3 clusters Score -2064494 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2065679.375000 Penalty: 4866.658203
	Iteration 3F: 3 clusters Score -2065679 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2066894.125000 Penalty: 4866.658203
	Iteration 4F: 3 clusters Score -2066894 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2068061.375000 Penalty: 4866.658203
	Iteration 5F: 3 clusters Score -2068061 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2068976.250000 Penalty: 4866.658203
	Iteration 6F: 3 clusters Score -2068976 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2069578.375000 Penalty: 4866.658203
	Iteration 7Q: 3 clusters Score -2069578 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2070001.125000 Penalty: 4866.658203
	Iteration 8Q: 3 clusters Score -2070001 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2070309.250000 Penalty: 4866.658203
	Iteration 9Q: 3 clusters Score -2070309 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2070481.375000 Penalty: 4866.658203
	Iteration 10Q: 3 clusters Score -2070481 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2070610.375000 Penalty: 4866.658203
	Iteration 11Q: 3 clusters Score -2070610 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2070698.750000 Penalty: 4866.658203
	Iteration 12Q: 3 clusters Score -2070699 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2070757.000000 Penalty: 4866.658203
	Iteration 13Q: 3 clusters Score -2070757 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2070788.000000 Penalty: 4866.658203
	Iteration 14Q: 3 clusters Score -2070788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2070811.750000 Penalty: 4866.658203
	Iteration 15Q: 3 clusters Score -2070812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2070823.625000 Penalty: 4866.658203
	Iteration 16Q: 3 clusters Score -2070824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2070831.000000 Penalty: 4866.658203
	Iteration 17Q: 3 clusters Score -2070831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2070833.875000 Penalty: 4866.658203
	Iteration 18Q: 3 clusters Score -2070834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2070837.375000 Penalty: 4866.658203
	Iteration 19Q: 3 clusters Score -2070837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2070842.125000 Penalty: 4866.658203
	Iteration 20F: 3 clusters Score -2070842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2070840.875000 Penalty: 4866.658203
	Iteration 21Q: 3 clusters Score -2070841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2070843.250000 Penalty: 4866.658203
	Iteration 22Q: 3 clusters Score -2070843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2070846.750000 Penalty: 4866.658203
	Iteration 23Q: 3 clusters Score -2070847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2070847.750000 Penalty: 4866.658203
	Iteration 24Q: 3 clusters Score -2070848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2070851.250000 Penalty: 4866.658203
	Iteration 25Q: 3 clusters Score -2070851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2070850.125000 Penalty: 4866.658203
	Iteration 26Q: 3 clusters Score -2070850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2070853.125000 Penalty: 4866.658203
	Iteration 27Q: 3 clusters Score -2070853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2070853.375000 Penalty: 4866.658203
	Iteration 28Q: 3 clusters Score -2070853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2070853.625000 Penalty: 4866.658203
	Iteration 29Q: 3 clusters Score -2070854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2070857.000000 Penalty: 4866.658203
	Iteration 30Q: 3 clusters Score -2070857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2070859.500000 Penalty: 4866.658203
	Iteration 31Q: 3 clusters Score -2070860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2070862.250000 Penalty: 4866.658203
	Iteration 32Q: 3 clusters Score -2070862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2070863.375000 Penalty: 4866.658203
	Iteration 33Q: 3 clusters Score -2070863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2070859.875000 Penalty: 4866.658203
	Iteration 34Q: 3 clusters Score -2070860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2070859.500000 Penalty: 4866.658203
	Iteration 35Q: 3 clusters Score -2070860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2070860.750000 Penalty: 4866.658203
	Iteration 36Q: 3 clusters Score -2070861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2070860.875000 Penalty: 4866.658203
	Iteration 37Q: 3 clusters Score -2070861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2070860.000000 Penalty: 4866.658203
	Iteration 38Q: 3 clusters Score -2070860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2070859.625000 Penalty: 4866.658203
	Iteration 39Q: 3 clusters Score -2070860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2070861.625000 Penalty: 4866.658203
	Iteration 40F: 3 clusters Score -2070862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2070857.250000 Penalty: 4866.658203
	Iteration 41Q: 3 clusters Score -2070857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2070857.125000 Penalty: 4866.658203
	Iteration 42Q: 3 clusters Score -2070857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2070857.250000 Penalty: 4866.658203
	Iteration 43Q: 3 clusters Score -2070857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2070856.500000 Penalty: 4866.658203
	Iteration 44Q: 3 clusters Score -2070856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2070857.000000 Penalty: 4866.658203
	Iteration 45Q: 3 clusters Score -2070857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2070860.375000 Penalty: 4866.658203
	Iteration 46Q: 3 clusters Score -2070860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2070861.875000 Penalty: 4866.658203
	Iteration 47Q: 3 clusters Score -2070862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2070862.625000 Penalty: 4866.658203
	Iteration 48Q: 3 clusters Score -2070863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2070866.000000 Penalty: 4866.658203
	Iteration 49Q: 3 clusters Score -2070866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2070863.375000 Penalty: 4866.658203
	Iteration 50Q: 3 clusters Score -2070863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2070862.250000 Penalty: 4866.658203
	Iteration 51Q: 3 clusters Score -2070862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2070862.250000 Penalty: 4866.658203
	Iteration 52F: 3 clusters Score -2070862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Entering Unmasked Estep 
Score: -3282009.500000 Penalty: 2548.759521
	Iteration 0F: 2 clusters Score -3282010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3262094.000000 Penalty: 5097.519043
	Iteration 0F: 3 clusters Score -3262094 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3269121.500000 Penalty: 5097.519043
	Iteration 1F: 3 clusters Score -3269122 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3269594.750000 Penalty: 5097.519043
	Iteration 2Q: 3 clusters Score -3269595 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3270013.500000 Penalty: 5097.519043
	Iteration 3Q: 3 clusters Score -3270014 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3270384.750000 Penalty: 5097.519043
	Iteration 4Q: 3 clusters Score -3270385 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3270856.250000 Penalty: 5097.519043
	Iteration 5Q: 3 clusters Score -3270856 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3271395.250000 Penalty: 5097.519043
	Iteration 6Q: 3 clusters Score -3271395 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3272036.000000 Penalty: 5097.519043
	Iteration 7Q: 3 clusters Score -3272036 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3272808.250000 Penalty: 5097.519043
	Iteration 8Q: 3 clusters Score -3272808 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3273746.000000 Penalty: 5097.519043
	Iteration 9F: 3 clusters Score -3273746 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3274755.750000 Penalty: 5097.519043
	Iteration 10F: 3 clusters Score -3274756 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3275820.500000 Penalty: 5097.519043
	Iteration 11F: 3 clusters Score -3275820 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3276721.750000 Penalty: 5097.519043
	Iteration 12Q: 3 clusters Score -3276722 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3277416.250000 Penalty: 5097.519043
	Iteration 13Q: 3 clusters Score -3277416 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3277939.750000 Penalty: 5097.519043
	Iteration 14Q: 3 clusters Score -3277940 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3278304.750000 Penalty: 5097.519043
	Iteration 15Q: 3 clusters Score -3278305 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3278535.250000 Penalty: 5097.519043
	Iteration 16Q: 3 clusters Score -3278535 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3278726.500000 Penalty: 5097.519043
	Iteration 17Q: 3 clusters Score -3278726 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3278867.750000 Penalty: 5097.519043
	Iteration 18Q: 3 clusters Score -3278868 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3279015.500000 Penalty: 5097.519043
	Iteration 19Q: 3 clusters Score -3279016 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3279198.250000 Penalty: 5097.519043
	Iteration 20F: 3 clusters Score -3279198 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3279376.500000 Penalty: 5097.519043
	Iteration 21Q: 3 clusters Score -3279376 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3279543.250000 Penalty: 5097.519043
	Iteration 22Q: 3 clusters Score -3279543 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -3279680.250000 Penalty: 5097.519043
	Iteration 23Q: 3 clusters Score -3279680 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3279829.750000 Penalty: 5097.519043
	Iteration 24Q: 3 clusters Score -3279830 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3279965.750000 Penalty: 5097.519043
	Iteration 25Q: 3 clusters Score -3279966 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3280090.250000 Penalty: 5097.519043
	Iteration 26Q: 3 clusters Score -3280090 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3280218.500000 Penalty: 5097.519043
	Iteration 27Q: 3 clusters Score -3280218 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3280317.750000 Penalty: 5097.519043
	Iteration 28Q: 3 clusters Score -3280318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3280371.750000 Penalty: 5097.519043
	Iteration 29Q: 3 clusters Score -3280372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3280427.500000 Penalty: 5097.519043
	Iteration 30Q: 3 clusters Score -3280428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3280459.750000 Penalty: 5097.519043
	Iteration 31Q: 3 clusters Score -3280460 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3280499.250000 Penalty: 5097.519043
	Iteration 32Q: 3 clusters Score -3280499 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3280517.750000 Penalty: 5097.519043
	Iteration 33Q: 3 clusters Score -3280518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3280547.250000 Penalty: 5097.519043
	Iteration 34Q: 3 clusters Score -3280547 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3280555.250000 Penalty: 5097.519043
	Iteration 35Q: 3 clusters Score -3280555 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3280565.000000 Penalty: 5097.519043
	Iteration 36Q: 3 clusters Score -3280565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3280579.500000 Penalty: 5097.519043
	Iteration 37Q: 3 clusters Score -3280580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3280586.000000 Penalty: 5097.519043
	Iteration 38Q: 3 clusters Score -3280586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3280586.000000 Penalty: 5097.519043
	Iteration 39Q: 3 clusters Score -3280586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3280595.500000 Penalty: 5097.519043
	Iteration 40F: 3 clusters Score -3280596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3280612.500000 Penalty: 5097.519043
	Iteration 41Q: 3 clusters Score -3280612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3280627.750000 Penalty: 5097.519043
	Iteration 42Q: 3 clusters Score -3280628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3280612.000000 Penalty: 5097.519043
	Iteration 43Q: 3 clusters Score -3280612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3280623.000000 Penalty: 5097.519043
	Iteration 44Q: 3 clusters Score -3280623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3280630.000000 Penalty: 5097.519043
	Iteration 45Q: 3 clusters Score -3280630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3280627.750000 Penalty: 5097.519043
	Iteration 46Q: 3 clusters Score -3280628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3280636.250000 Penalty: 5097.519043
	Iteration 47Q: 3 clusters Score -3280636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3280637.000000 Penalty: 5097.519043
	Iteration 48Q: 3 clusters Score -3280637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3280644.500000 Penalty: 5097.519043
	Iteration 49Q: 3 clusters Score -3280644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3280644.500000 Penalty: 5097.519043
	Iteration 50Q: 3 clusters Score -3280644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3280653.750000 Penalty: 5097.519043
	Iteration 51Q: 3 clusters Score -3280654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3280662.500000 Penalty: 5097.519043
	Iteration 52Q: 3 clusters Score -3280662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3280665.250000 Penalty: 5097.519043
	Iteration 53Q: 3 clusters Score -3280665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3280661.750000 Penalty: 5097.519043
	Iteration 54Q: 3 clusters Score -3280662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3280665.750000 Penalty: 5097.519043
	Iteration 55Q: 3 clusters Score -3280666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3280685.000000 Penalty: 5097.519043
	Iteration 56Q: 3 clusters Score -3280685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3280677.750000 Penalty: 5097.519043
	Iteration 57Q: 3 clusters Score -3280678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3280680.500000 Penalty: 5097.519043
	Iteration 58Q: 3 clusters Score -3280680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3280673.000000 Penalty: 5097.519043
	Iteration 59Q: 3 clusters Score -3280673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3280665.000000 Penalty: 5097.519043
	Iteration 60F: 3 clusters Score -3280665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3280668.500000 Penalty: 5097.519043
	Iteration 61Q: 3 clusters Score -3280668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3280672.500000 Penalty: 5097.519043
	Iteration 62Q: 3 clusters Score -3280672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3280680.250000 Penalty: 5097.519043
	Iteration 63Q: 3 clusters Score -3280680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3280679.000000 Penalty: 5097.519043
	Iteration 64Q: 3 clusters Score -3280679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3280682.500000 Penalty: 5097.519043
	Iteration 65Q: 3 clusters Score -3280682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3280680.250000 Penalty: 5097.519043
	Iteration 66Q: 3 clusters Score -3280680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3280679.500000 Penalty: 5097.519043
	Iteration 67Q: 3 clusters Score -3280680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3280679.250000 Penalty: 5097.519043
	Iteration 68Q: 3 clusters Score -3280679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3280677.250000 Penalty: 5097.519043
	Iteration 69Q: 3 clusters Score -3280677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3280676.250000 Penalty: 5097.519043
	Iteration 70Q: 3 clusters Score -3280676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3280674.250000 Penalty: 5097.519043
	Iteration 71Q: 3 clusters Score -3280674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3280678.500000 Penalty: 5097.519043
	Iteration 72Q: 3 clusters Score -3280678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3280673.000000 Penalty: 5097.519043
	Iteration 73Q: 3 clusters Score -3280673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3280671.250000 Penalty: 5097.519043
	Iteration 74Q: 3 clusters Score -3280671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3280675.750000 Penalty: 5097.519043
	Iteration 75Q: 3 clusters Score -3280676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3280676.500000 Penalty: 5097.519043
	Iteration 76Q: 3 clusters Score -3280676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3280671.500000 Penalty: 5097.519043
	Iteration 77Q: 3 clusters Score -3280672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3280672.750000 Penalty: 5097.519043
	Iteration 78Q: 3 clusters Score -3280673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3280679.000000 Penalty: 5097.519043
	Iteration 79Q: 3 clusters Score -3280679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3280675.750000 Penalty: 5097.519043
	Iteration 80F: 3 clusters Score -3280676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3280680.000000 Penalty: 5097.519043
	Iteration 81Q: 3 clusters Score -3280680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3280684.500000 Penalty: 5097.519043
	Iteration 82Q: 3 clusters Score -3280684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3280689.000000 Penalty: 5097.519043
	Iteration 83Q: 3 clusters Score -3280689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3280684.000000 Penalty: 5097.519043
	Iteration 84Q: 3 clusters Score -3280684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3280688.500000 Penalty: 5097.519043
	Iteration 85Q: 3 clusters Score -3280688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3280689.000000 Penalty: 5097.519043
	Iteration 86Q: 3 clusters Score -3280689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3280689.750000 Penalty: 5097.519043
	Iteration 87Q: 3 clusters Score -3280690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3280688.000000 Penalty: 5097.519043
	Iteration 88Q: 3 clusters Score -3280688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3280686.750000 Penalty: 5097.519043
	Iteration 89Q: 3 clusters Score -3280687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3280687.500000 Penalty: 5097.519043
	Iteration 90Q: 3 clusters Score -3280688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3280687.500000 Penalty: 5097.519043
	Iteration 91F: 3 clusters Score -3280688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -124139.898438 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -124139.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122225.351562 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -122225.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123044.054688 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -123044.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123407.593750 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -123407.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -123662.054688 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -123662.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -123819.109375 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -123819.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -123960.031250 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -123960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -124294.593750 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -124294.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -125346.625000 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -125346.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -125410.609375 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -125410.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -125435.062500 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -125435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -125456.523438 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -125456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -125468.093750 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -125468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -125475.179688 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -125475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125476.851562 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -125476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125476.851562 Penalty: 3508.761963
	Iteration 14F: 3 clusters Score -125476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 97058 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 209183 members 
Mstep: Class 7 contains 81643 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 30842 members 
Mstep: Class 11 contains 171806 members 
Mstep: Class 12 contains 167100 members 
Mstep: Class 13 contains 71151 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110194 members 
Mstep: Class 17 contains 72492 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 18248 members 
Mstep: Class 20 contains 29064 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 41757 members 
Mstep: Class 25 contains 245503 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173180 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4345 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9593 members 
Mstep: Class 33 contains 11381 members 
Mstep: Class 34 contains 5354 members 
Mstep: Class 35 contains 249 members 
Entering Unmasked Estep 
Score: -205538960.000000 Penalty: 124948.460938
Splitting cluster 21 changes total score from -205539840.000000 to -205538960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Entering Unmasked Estep 
Score: -2198945.250000 Penalty: 2452.429932
	Iteration 0F: 2 clusters Score -2198945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2185123.750000 Penalty: 4904.859863
	Iteration 0F: 3 clusters Score -2185124 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2189775.000000 Penalty: 4904.859863
	Iteration 1F: 3 clusters Score -2189775 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2190187.000000 Penalty: 4904.859863
	Iteration 2F: 3 clusters Score -2190187 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2190567.750000 Penalty: 4904.859863
	Iteration 3Q: 3 clusters Score -2190568 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2190940.750000 Penalty: 4904.859863
	Iteration 4Q: 3 clusters Score -2190941 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2191319.500000 Penalty: 4904.859863
	Iteration 5Q: 3 clusters Score -2191320 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2191734.250000 Penalty: 4904.859863
	Iteration 6Q: 3 clusters Score -2191734 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2192220.250000 Penalty: 4904.859863
	Iteration 7Q: 3 clusters Score -2192220 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2192716.250000 Penalty: 4904.859863
	Iteration 8Q: 3 clusters Score -2192716 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2193241.000000 Penalty: 4904.859863
	Iteration 9Q: 3 clusters Score -2193241 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2193679.500000 Penalty: 4904.859863
	Iteration 10Q: 3 clusters Score -2193680 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2194000.500000 Penalty: 4904.859863
	Iteration 11Q: 3 clusters Score -2194000 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2194232.500000 Penalty: 4904.859863
	Iteration 12Q: 3 clusters Score -2194232 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2194383.500000 Penalty: 4904.859863
	Iteration 13Q: 3 clusters Score -2194384 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2194490.500000 Penalty: 4904.859863
	Iteration 14Q: 3 clusters Score -2194490 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2194548.500000 Penalty: 4904.859863
	Iteration 15Q: 3 clusters Score -2194548 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2194597.250000 Penalty: 4904.859863
	Iteration 16Q: 3 clusters Score -2194597 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2194650.000000 Penalty: 4904.859863
	Iteration 17Q: 3 clusters Score -2194650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2194685.500000 Penalty: 4904.859863
	Iteration 18Q: 3 clusters Score -2194686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2194708.500000 Penalty: 4904.859863
	Iteration 19Q: 3 clusters Score -2194708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2194739.750000 Penalty: 4904.859863
	Iteration 20F: 3 clusters Score -2194740 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2194755.750000 Penalty: 4904.859863
	Iteration 21Q: 3 clusters Score -2194756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2194785.750000 Penalty: 4904.859863
	Iteration 22Q: 3 clusters Score -2194786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2194805.750000 Penalty: 4904.859863
	Iteration 23Q: 3 clusters Score -2194806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2194829.500000 Penalty: 4904.859863
	Iteration 24Q: 3 clusters Score -2194830 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2194865.500000 Penalty: 4904.859863
	Iteration 25Q: 3 clusters Score -2194866 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2194904.500000 Penalty: 4904.859863
	Iteration 26Q: 3 clusters Score -2194904 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2194942.500000 Penalty: 4904.859863
	Iteration 27Q: 3 clusters Score -2194942 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2194993.750000 Penalty: 4904.859863
	Iteration 28Q: 3 clusters Score -2194994 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2195056.250000 Penalty: 4904.859863
	Iteration 29Q: 3 clusters Score -2195056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2195125.500000 Penalty: 4904.859863
	Iteration 30Q: 3 clusters Score -2195126 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2195188.750000 Penalty: 4904.859863
	Iteration 31Q: 3 clusters Score -2195189 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2195246.250000 Penalty: 4904.859863
	Iteration 32Q: 3 clusters Score -2195246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2195292.500000 Penalty: 4904.859863
	Iteration 33Q: 3 clusters Score -2195292 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2195330.750000 Penalty: 4904.859863
	Iteration 34Q: 3 clusters Score -2195331 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2195371.750000 Penalty: 4904.859863
	Iteration 35Q: 3 clusters Score -2195372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2195403.250000 Penalty: 4904.859863
	Iteration 36Q: 3 clusters Score -2195403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2195435.250000 Penalty: 4904.859863
	Iteration 37Q: 3 clusters Score -2195435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2195453.750000 Penalty: 4904.859863
	Iteration 38Q: 3 clusters Score -2195454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2195476.000000 Penalty: 4904.859863
	Iteration 39Q: 3 clusters Score -2195476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2195499.500000 Penalty: 4904.859863
	Iteration 40F: 3 clusters Score -2195500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2195529.000000 Penalty: 4904.859863
	Iteration 41Q: 3 clusters Score -2195529 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2195557.000000 Penalty: 4904.859863
	Iteration 42Q: 3 clusters Score -2195557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2195593.000000 Penalty: 4904.859863
	Iteration 43Q: 3 clusters Score -2195593 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2195631.250000 Penalty: 4904.859863
	Iteration 44Q: 3 clusters Score -2195631 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2195667.250000 Penalty: 4904.859863
	Iteration 45Q: 3 clusters Score -2195667 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2195701.000000 Penalty: 4904.859863
	Iteration 46Q: 3 clusters Score -2195701 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2195751.500000 Penalty: 4904.859863
	Iteration 47Q: 3 clusters Score -2195752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2195788.000000 Penalty: 4904.859863
	Iteration 48Q: 3 clusters Score -2195788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2195844.000000 Penalty: 4904.859863
	Iteration 49Q: 3 clusters Score -2195844 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2195885.750000 Penalty: 4904.859863
	Iteration 50Q: 3 clusters Score -2195886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2195918.750000 Penalty: 4904.859863
	Iteration 51Q: 3 clusters Score -2195919 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2195979.500000 Penalty: 4904.859863
	Iteration 52Q: 3 clusters Score -2195980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2196025.250000 Penalty: 4904.859863
	Iteration 53Q: 3 clusters Score -2196025 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2196060.250000 Penalty: 4904.859863
	Iteration 54Q: 3 clusters Score -2196060 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2196113.500000 Penalty: 4904.859863
	Iteration 55Q: 3 clusters Score -2196114 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2196160.000000 Penalty: 4904.859863
	Iteration 56Q: 3 clusters Score -2196160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2196200.250000 Penalty: 4904.859863
	Iteration 57Q: 3 clusters Score -2196200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2196252.250000 Penalty: 4904.859863
	Iteration 58Q: 3 clusters Score -2196252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2196304.750000 Penalty: 4904.859863
	Iteration 59Q: 3 clusters Score -2196305 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2196345.250000 Penalty: 4904.859863
	Iteration 60F: 3 clusters Score -2196345 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2196392.500000 Penalty: 4904.859863
	Iteration 61Q: 3 clusters Score -2196392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2196431.500000 Penalty: 4904.859863
	Iteration 62Q: 3 clusters Score -2196432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2196466.000000 Penalty: 4904.859863
	Iteration 63Q: 3 clusters Score -2196466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2196511.750000 Penalty: 4904.859863
	Iteration 64Q: 3 clusters Score -2196512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2196554.500000 Penalty: 4904.859863
	Iteration 65Q: 3 clusters Score -2196554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2196603.000000 Penalty: 4904.859863
	Iteration 66Q: 3 clusters Score -2196603 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2196647.500000 Penalty: 4904.859863
	Iteration 67Q: 3 clusters Score -2196648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2196692.500000 Penalty: 4904.859863
	Iteration 68Q: 3 clusters Score -2196692 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2196748.750000 Penalty: 4904.859863
	Iteration 69Q: 3 clusters Score -2196749 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2196810.750000 Penalty: 4904.859863
	Iteration 70Q: 3 clusters Score -2196811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2196854.750000 Penalty: 4904.859863
	Iteration 71Q: 3 clusters Score -2196855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2196887.250000 Penalty: 4904.859863
	Iteration 72Q: 3 clusters Score -2196887 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2196924.750000 Penalty: 4904.859863
	Iteration 73Q: 3 clusters Score -2196925 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2196948.250000 Penalty: 4904.859863
	Iteration 74Q: 3 clusters Score -2196948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2196970.750000 Penalty: 4904.859863
	Iteration 75Q: 3 clusters Score -2196971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2196987.250000 Penalty: 4904.859863
	Iteration 76Q: 3 clusters Score -2196987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2197002.000000 Penalty: 4904.859863
	Iteration 77Q: 3 clusters Score -2197002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2197019.500000 Penalty: 4904.859863
	Iteration 78Q: 3 clusters Score -2197020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2197029.750000 Penalty: 4904.859863
	Iteration 79Q: 3 clusters Score -2197030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2197040.000000 Penalty: 4904.859863
	Iteration 80F: 3 clusters Score -2197040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2197049.000000 Penalty: 4904.859863
	Iteration 81Q: 3 clusters Score -2197049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2197055.000000 Penalty: 4904.859863
	Iteration 82Q: 3 clusters Score -2197055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2197059.250000 Penalty: 4904.859863
	Iteration 83Q: 3 clusters Score -2197059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2197063.750000 Penalty: 4904.859863
	Iteration 84Q: 3 clusters Score -2197064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2197068.500000 Penalty: 4904.859863
	Iteration 85Q: 3 clusters Score -2197068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2197065.750000 Penalty: 4904.859863
	Iteration 86Q: 3 clusters Score -2197066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2197067.000000 Penalty: 4904.859863
	Iteration 87Q: 3 clusters Score -2197067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2197065.000000 Penalty: 4904.859863
	Iteration 88Q: 3 clusters Score -2197065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2197068.250000 Penalty: 4904.859863
	Iteration 89Q: 3 clusters Score -2197068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2197071.000000 Penalty: 4904.859863
	Iteration 90Q: 3 clusters Score -2197071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2197068.750000 Penalty: 4904.859863
	Iteration 91Q: 3 clusters Score -2197069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2197071.500000 Penalty: 4904.859863
	Iteration 92Q: 3 clusters Score -2197072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2197071.000000 Penalty: 4904.859863
	Iteration 93Q: 3 clusters Score -2197071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2197071.000000 Penalty: 4904.859863
	Iteration 94F: 3 clusters Score -2197071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Entering Unmasked Estep 
Score: -867382.500000 Penalty: 2209.490234
	Iteration 0F: 2 clusters Score -867382.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -861429.187500 Penalty: 4418.980469
	Iteration 0F: 3 clusters Score -861429.2 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -863110.437500 Penalty: 4418.980469
	Iteration 1F: 3 clusters Score -863110.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -863563.000000 Penalty: 4418.980469
	Iteration 2F: 3 clusters Score -863563 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -864191.187500 Penalty: 4418.980469
	Iteration 3F: 3 clusters Score -864191.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -864745.000000 Penalty: 4418.980469
	Iteration 4F: 3 clusters Score -864745 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -865183.875000 Penalty: 4418.980469
	Iteration 5F: 3 clusters Score -865183.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -865638.875000 Penalty: 4418.980469
	Iteration 6F: 3 clusters Score -865638.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -865980.812500 Penalty: 4418.980469
	Iteration 7F: 3 clusters Score -865980.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -866178.687500 Penalty: 4418.980469
	Iteration 8Q: 3 clusters Score -866178.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -866311.812500 Penalty: 4418.980469
	Iteration 9Q: 3 clusters Score -866311.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -866405.437500 Penalty: 4418.980469
	Iteration 10Q: 3 clusters Score -866405.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -866493.812500 Penalty: 4418.980469
	Iteration 11Q: 3 clusters Score -866493.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -866557.875000 Penalty: 4418.980469
	Iteration 12Q: 3 clusters Score -866557.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -866603.375000 Penalty: 4418.980469
	Iteration 13Q: 3 clusters Score -866603.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -866643.625000 Penalty: 4418.980469
	Iteration 14Q: 3 clusters Score -866643.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -866688.187500 Penalty: 4418.980469
	Iteration 15Q: 3 clusters Score -866688.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -866722.875000 Penalty: 4418.980469
	Iteration 16Q: 3 clusters Score -866722.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -866745.375000 Penalty: 4418.980469
	Iteration 17Q: 3 clusters Score -866745.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -866764.312500 Penalty: 4418.980469
	Iteration 18Q: 3 clusters Score -866764.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -866779.250000 Penalty: 4418.980469
	Iteration 19Q: 3 clusters Score -866779.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -866791.750000 Penalty: 4418.980469
	Iteration 20F: 3 clusters Score -866791.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -866813.687500 Penalty: 4418.980469
	Iteration 21Q: 3 clusters Score -866813.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -866838.000000 Penalty: 4418.980469
	Iteration 22Q: 3 clusters Score -866838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -866856.062500 Penalty: 4418.980469
	Iteration 23Q: 3 clusters Score -866856.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -866868.062500 Penalty: 4418.980469
	Iteration 24Q: 3 clusters Score -866868.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -866897.750000 Penalty: 4418.980469
	Iteration 25Q: 3 clusters Score -866897.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -866924.000000 Penalty: 4418.980469
	Iteration 26Q: 3 clusters Score -866924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -866953.437500 Penalty: 4418.980469
	Iteration 27Q: 3 clusters Score -866953.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -866982.875000 Penalty: 4418.980469
	Iteration 28Q: 3 clusters Score -866982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -866995.562500 Penalty: 4418.980469
	Iteration 29Q: 3 clusters Score -866995.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -867003.937500 Penalty: 4418.980469
	Iteration 30Q: 3 clusters Score -867003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -867011.625000 Penalty: 4418.980469
	Iteration 31Q: 3 clusters Score -867011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -867019.625000 Penalty: 4418.980469
	Iteration 32Q: 3 clusters Score -867019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -867024.812500 Penalty: 4418.980469
	Iteration 33Q: 3 clusters Score -867024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -867031.500000 Penalty: 4418.980469
	Iteration 34Q: 3 clusters Score -867031.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -867037.062500 Penalty: 4418.980469
	Iteration 35Q: 3 clusters Score -867037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -867046.500000 Penalty: 4418.980469
	Iteration 36Q: 3 clusters Score -867046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -867055.125000 Penalty: 4418.980469
	Iteration 37Q: 3 clusters Score -867055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -867067.250000 Penalty: 4418.980469
	Iteration 38Q: 3 clusters Score -867067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -867070.187500 Penalty: 4418.980469
	Iteration 39Q: 3 clusters Score -867070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -867071.125000 Penalty: 4418.980469
	Iteration 40F: 3 clusters Score -867071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -867073.187500 Penalty: 4418.980469
	Iteration 41Q: 3 clusters Score -867073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -867073.625000 Penalty: 4418.980469
	Iteration 42Q: 3 clusters Score -867073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -867074.125000 Penalty: 4418.980469
	Iteration 43Q: 3 clusters Score -867074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -867074.125000 Penalty: 4418.980469
	Iteration 44F: 3 clusters Score -867074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Entering Unmasked Estep 
Score: -4950283.000000 Penalty: 2638.626465
	Iteration 0F: 2 clusters Score -4950283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4922026.500000 Penalty: 5277.252930
	Iteration 0F: 3 clusters Score -4922026 nChanged 19085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4932616.500000 Penalty: 5277.252930
	Iteration 1F: 3 clusters Score -4932616 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4933477.500000 Penalty: 5277.252930
	Iteration 2Q: 3 clusters Score -4933478 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4934587.000000 Penalty: 5277.252930
	Iteration 3F: 3 clusters Score -4934587 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -4936070.500000 Penalty: 5277.252930
	Iteration 4F: 3 clusters Score -4936070 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -4938024.500000 Penalty: 5277.252930
	Iteration 5F: 3 clusters Score -4938024 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4940198.500000 Penalty: 5277.252930
	Iteration 6F: 3 clusters Score -4940198 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4942338.000000 Penalty: 5277.252930
	Iteration 7F: 3 clusters Score -4942338 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4944183.500000 Penalty: 5277.252930
	Iteration 8F: 3 clusters Score -4944184 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4945650.000000 Penalty: 5277.252930
	Iteration 9Q: 3 clusters Score -4945650 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4946694.500000 Penalty: 5277.252930
	Iteration 10Q: 3 clusters Score -4946694 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4947347.000000 Penalty: 5277.252930
	Iteration 11Q: 3 clusters Score -4947347 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4947719.500000 Penalty: 5277.252930
	Iteration 12Q: 3 clusters Score -4947720 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4947939.500000 Penalty: 5277.252930
	Iteration 13Q: 3 clusters Score -4947940 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4948025.000000 Penalty: 5277.252930
	Iteration 14Q: 3 clusters Score -4948025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4948077.000000 Penalty: 5277.252930
	Iteration 15Q: 3 clusters Score -4948077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4948118.500000 Penalty: 5277.252930
	Iteration 16Q: 3 clusters Score -4948118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4948157.000000 Penalty: 5277.252930
	Iteration 17Q: 3 clusters Score -4948157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4948181.500000 Penalty: 5277.252930
	Iteration 18Q: 3 clusters Score -4948182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4948207.000000 Penalty: 5277.252930
	Iteration 19Q: 3 clusters Score -4948207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4948223.500000 Penalty: 5277.252930
	Iteration 20F: 3 clusters Score -4948224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4948240.000000 Penalty: 5277.252930
	Iteration 21Q: 3 clusters Score -4948240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4948257.500000 Penalty: 5277.252930
	Iteration 22Q: 3 clusters Score -4948258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4948263.000000 Penalty: 5277.252930
	Iteration 23Q: 3 clusters Score -4948263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4948260.000000 Penalty: 5277.252930
	Iteration 24Q: 3 clusters Score -4948260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4948262.500000 Penalty: 5277.252930
	Iteration 25Q: 3 clusters Score -4948262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4948267.000000 Penalty: 5277.252930
	Iteration 26Q: 3 clusters Score -4948267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4948270.500000 Penalty: 5277.252930
	Iteration 27Q: 3 clusters Score -4948270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4948270.500000 Penalty: 5277.252930
	Iteration 28F: 3 clusters Score -4948270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245503 members 
Entering Unmasked Estep 
Score: -28798440.000000 Penalty: 3077.943848
	Iteration 0F: 2 clusters Score -2.879844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -28634440.000000 Penalty: 6155.887695
	Iteration 0F: 3 clusters Score -2.863444e+07 nChanged 118163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123879 members 
Mstep: Class 2 contains 121624 members 
Entering Unmasked Estep 
Score: -28704448.000000 Penalty: 6155.887695
	Iteration 1F: 3 clusters Score -2.870445e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124814 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -28706054.000000 Penalty: 6155.887695
	Iteration 2Q: 3 clusters Score -2.870605e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -28707800.000000 Penalty: 6155.887695
	Iteration 3Q: 3 clusters Score -2.87078e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 116436 members 
Entering Unmasked Estep 
Score: -28710312.000000 Penalty: 6155.887695
	Iteration 4Q: 3 clusters Score -2.871031e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133067 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -28713092.000000 Penalty: 6155.887695
	Iteration 5Q: 3 clusters Score -2.871309e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 106840 members 
Entering Unmasked Estep 
Score: -28716378.000000 Penalty: 6155.887695
	Iteration 6Q: 3 clusters Score -2.871638e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146483 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -28720954.000000 Penalty: 6155.887695
	Iteration 7Q: 3 clusters Score -2.872095e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -28726684.000000 Penalty: 6155.887695
	Iteration 8F: 3 clusters Score -2.872668e+07 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -28734188.000000 Penalty: 6155.887695
	Iteration 9F: 3 clusters Score -2.873419e+07 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183666 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -28743336.000000 Penalty: 6155.887695
	Iteration 10F: 3 clusters Score -2.874334e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198995 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -28754344.000000 Penalty: 6155.887695
	Iteration 11F: 3 clusters Score -2.875434e+07 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213966 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -28767386.000000 Penalty: 6155.887695
	Iteration 12F: 3 clusters Score -2.876739e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226624 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -28778968.000000 Penalty: 6155.887695
	Iteration 13F: 3 clusters Score -2.877897e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235574 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -28787664.000000 Penalty: 6155.887695
	Iteration 14Q: 3 clusters Score -2.878766e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240921 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -28792366.000000 Penalty: 6155.887695
	Iteration 15Q: 3 clusters Score -2.879237e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243423 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -28794550.000000 Penalty: 6155.887695
	Iteration 16Q: 3 clusters Score -2.879455e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244399 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -28795308.000000 Penalty: 6155.887695
	Iteration 17Q: 3 clusters Score -2.879531e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244763 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -28795606.000000 Penalty: 6155.887695
	Iteration 18Q: 3 clusters Score -2.879561e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244907 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -28795738.000000 Penalty: 6155.887695
	Iteration 19Q: 3 clusters Score -2.879574e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244985 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -28795798.000000 Penalty: 6155.887695
	Iteration 20F: 3 clusters Score -2.87958e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245019 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -28795820.000000 Penalty: 6155.887695
	Iteration 21Q: 3 clusters Score -2.879582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245033 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28795838.000000 Penalty: 6155.887695
	Iteration 22Q: 3 clusters Score -2.879584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245043 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -28795834.000000 Penalty: 6155.887695
	Iteration 23Q: 3 clusters Score -2.879583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245045 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -28795838.000000 Penalty: 6155.887695
	Iteration 24Q: 3 clusters Score -2.879584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245046 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -28795868.000000 Penalty: 6155.887695
	Iteration 25Q: 3 clusters Score -2.879587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245047 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -28795850.000000 Penalty: 6155.887695
	Iteration 26Q: 3 clusters Score -2.879585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245050 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -28795846.000000 Penalty: 6155.887695
	Iteration 27Q: 3 clusters Score -2.879585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245053 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -28795856.000000 Penalty: 6155.887695
	Iteration 28Q: 3 clusters Score -2.879586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245061 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28795870.000000 Penalty: 6155.887695
	Iteration 29Q: 3 clusters Score -2.879587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245066 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -28795880.000000 Penalty: 6155.887695
	Iteration 30Q: 3 clusters Score -2.879588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245071 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -28795880.000000 Penalty: 6155.887695
	Iteration 31Q: 3 clusters Score -2.879588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245076 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -28795904.000000 Penalty: 6155.887695
	Iteration 32Q: 3 clusters Score -2.87959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245081 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -28795890.000000 Penalty: 6155.887695
	Iteration 33Q: 3 clusters Score -2.879589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245085 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -28795906.000000 Penalty: 6155.887695
	Iteration 34Q: 3 clusters Score -2.879591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245090 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28795894.000000 Penalty: 6155.887695
	Iteration 35Q: 3 clusters Score -2.879589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245095 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28795918.000000 Penalty: 6155.887695
	Iteration 36Q: 3 clusters Score -2.879592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245100 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28795934.000000 Penalty: 6155.887695
	Iteration 37Q: 3 clusters Score -2.879593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245100 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28795938.000000 Penalty: 6155.887695
	Iteration 38Q: 3 clusters Score -2.879594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245103 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28795986.000000 Penalty: 6155.887695
	Iteration 39Q: 3 clusters Score -2.879599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245099 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -28795982.000000 Penalty: 6155.887695
	Iteration 40F: 3 clusters Score -2.879598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245099 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -28796008.000000 Penalty: 6155.887695
	Iteration 41Q: 3 clusters Score -2.879601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245100 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28796014.000000 Penalty: 6155.887695
	Iteration 42Q: 3 clusters Score -2.879601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245102 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28796026.000000 Penalty: 6155.887695
	Iteration 43Q: 3 clusters Score -2.879603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245108 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -28796030.000000 Penalty: 6155.887695
	Iteration 44Q: 3 clusters Score -2.879603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245108 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -28796032.000000 Penalty: 6155.887695
	Iteration 45Q: 3 clusters Score -2.879603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245111 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -28796046.000000 Penalty: 6155.887695
	Iteration 46Q: 3 clusters Score -2.879605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245111 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -28796040.000000 Penalty: 6155.887695
	Iteration 47Q: 3 clusters Score -2.879604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245112 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28796046.000000 Penalty: 6155.887695
	Iteration 48Q: 3 clusters Score -2.879605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245112 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28796040.000000 Penalty: 6155.887695
	Iteration 49Q: 3 clusters Score -2.879604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245113 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28796030.000000 Penalty: 6155.887695
	Iteration 50Q: 3 clusters Score -2.879603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245113 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28796030.000000 Penalty: 6155.887695
	Iteration 51Q: 3 clusters Score -2.879603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245113 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28796048.000000 Penalty: 6155.887695
	Iteration 52Q: 3 clusters Score -2.879605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245113 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28796048.000000 Penalty: 6155.887695
	Iteration 53F: 3 clusters Score -2.879605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -136037.828125 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -136037.8 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 595 members 
Entering Unmasked Estep 
Score: -133939.140625 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -133939.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134321.203125 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -134321.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134454.312500 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -134454.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134605.312500 Penalty: 3529.731445
	Iteration 3F: 3 clusters Score -134605.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134845.203125 Penalty: 3529.731445
	Iteration 4F: 3 clusters Score -134845.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135152.796875 Penalty: 3529.731445
	Iteration 5F: 3 clusters Score -135152.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135360.437500 Penalty: 3529.731445
	Iteration 6F: 3 clusters Score -135360.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135526.750000 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -135526.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135672.062500 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -135672.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135813.234375 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -135813.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136021.703125 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -136021.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136139.890625 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -136139.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136183.109375 Penalty: 3529.731445
	Iteration 12Q: 3 clusters Score -136183.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -136224.250000 Penalty: 3529.731445
	Iteration 13Q: 3 clusters Score -136224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -136307.578125 Penalty: 3529.731445
	Iteration 14Q: 3 clusters Score -136307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -136443.765625 Penalty: 3529.731445
	Iteration 15Q: 3 clusters Score -136443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136512.234375 Penalty: 3529.731445
	Iteration 16Q: 3 clusters Score -136512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136524.078125 Penalty: 3529.731445
	Iteration 17Q: 3 clusters Score -136524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136524.078125 Penalty: 3529.731445
	Iteration 18F: 3 clusters Score -136524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 97058 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 209183 members 
Mstep: Class 7 contains 81643 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 30842 members 
Mstep: Class 11 contains 171806 members 
Mstep: Class 12 contains 167100 members 
Mstep: Class 13 contains 71151 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110194 members 
Mstep: Class 17 contains 72492 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 18248 members 
Mstep: Class 20 contains 29064 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 41757 members 
Mstep: Class 25 contains 245503 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 173180 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4345 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9593 members 
Mstep: Class 33 contains 11381 members 
Mstep: Class 34 contains 5354 members 
Mstep: Class 35 contains 706 members 
Entering Unmasked Estep 
Score: -205538176.000000 Penalty: 124948.460938
Splitting cluster 26 changes total score from -205539840.000000 to -205538176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (173180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Entering Unmasked Estep 
Score: -20946262.000000 Penalty: 2991.397705
	Iteration 0F: 2 clusters Score -2.094626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -20838738.000000 Penalty: 5982.795410
	Iteration 0F: 3 clusters Score -2.083874e+07 nChanged 83306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -20886672.000000 Penalty: 5982.795410
	Iteration 1F: 3 clusters Score -2.088667e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 89109 members 
Entering Unmasked Estep 
Score: -20887844.000000 Penalty: 5982.795410
	Iteration 2Q: 3 clusters Score -2.088784e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -20889232.000000 Penalty: 5982.795410
	Iteration 3Q: 3 clusters Score -2.088923e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -20891630.000000 Penalty: 5982.795410
	Iteration 4Q: 3 clusters Score -2.089163e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -20894924.000000 Penalty: 5982.795410
	Iteration 5Q: 3 clusters Score -2.089492e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -20899518.000000 Penalty: 5982.795410
	Iteration 6F: 3 clusters Score -2.089952e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -20905208.000000 Penalty: 5982.795410
	Iteration 7F: 3 clusters Score -2.090521e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -20910972.000000 Penalty: 5982.795410
	Iteration 8F: 3 clusters Score -2.091097e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -20916460.000000 Penalty: 5982.795410
	Iteration 9F: 3 clusters Score -2.091646e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -20921456.000000 Penalty: 5982.795410
	Iteration 10F: 3 clusters Score -2.092146e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 123666 members 
Entering Unmasked Estep 
Score: -20926228.000000 Penalty: 5982.795410
	Iteration 11Q: 3 clusters Score -2.092623e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 131503 members 
Entering Unmasked Estep 
Score: -20930930.000000 Penalty: 5982.795410
	Iteration 12Q: 3 clusters Score -2.093093e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -20935248.000000 Penalty: 5982.795410
	Iteration 13Q: 3 clusters Score -2.093525e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -20938988.000000 Penalty: 5982.795410
	Iteration 14Q: 3 clusters Score -2.093899e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 152305 members 
Entering Unmasked Estep 
Score: -20941484.000000 Penalty: 5982.795410
	Iteration 15Q: 3 clusters Score -2.094148e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 157229 members 
Entering Unmasked Estep 
Score: -20942940.000000 Penalty: 5982.795410
	Iteration 16Q: 3 clusters Score -2.094294e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 161026 members 
Entering Unmasked Estep 
Score: -20943734.000000 Penalty: 5982.795410
	Iteration 17Q: 3 clusters Score -2.094373e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -20944268.000000 Penalty: 5982.795410
	Iteration 18Q: 3 clusters Score -2.094427e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 165821 members 
Entering Unmasked Estep 
Score: -20944606.000000 Penalty: 5982.795410
	Iteration 19Q: 3 clusters Score -2.094461e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 167214 members 
Entering Unmasked Estep 
Score: -20944724.000000 Penalty: 5982.795410
	Iteration 20F: 3 clusters Score -2.094472e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 168255 members 
Entering Unmasked Estep 
Score: -20944740.000000 Penalty: 5982.795410
	Iteration 21Q: 3 clusters Score -2.094474e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 168971 members 
Entering Unmasked Estep 
Score: -20944788.000000 Penalty: 5982.795410
	Iteration 22Q: 3 clusters Score -2.094479e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -20944798.000000 Penalty: 5982.795410
	Iteration 23Q: 3 clusters Score -2.09448e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 169879 members 
Entering Unmasked Estep 
Score: -20944754.000000 Penalty: 5982.795410
	Iteration 24Q: 3 clusters Score -2.094475e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 170160 members 
Entering Unmasked Estep 
Score: -20944812.000000 Penalty: 5982.795410
	Iteration 25Q: 3 clusters Score -2.094481e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -20944808.000000 Penalty: 5982.795410
	Iteration 26Q: 3 clusters Score -2.094481e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -20944794.000000 Penalty: 5982.795410
	Iteration 27Q: 3 clusters Score -2.094479e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -20944774.000000 Penalty: 5982.795410
	Iteration 28Q: 3 clusters Score -2.094477e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -20944738.000000 Penalty: 5982.795410
	Iteration 29Q: 3 clusters Score -2.094474e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 170868 members 
Entering Unmasked Estep 
Score: -20944760.000000 Penalty: 5982.795410
	Iteration 30Q: 3 clusters Score -2.094476e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -20944754.000000 Penalty: 5982.795410
	Iteration 31Q: 3 clusters Score -2.094475e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -20944744.000000 Penalty: 5982.795410
	Iteration 32Q: 3 clusters Score -2.094474e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 171054 members 
Entering Unmasked Estep 
Score: -20944732.000000 Penalty: 5982.795410
	Iteration 33Q: 3 clusters Score -2.094473e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -20944724.000000 Penalty: 5982.795410
	Iteration 34Q: 3 clusters Score -2.094472e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -20944706.000000 Penalty: 5982.795410
	Iteration 35Q: 3 clusters Score -2.094471e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -20944708.000000 Penalty: 5982.795410
	Iteration 36Q: 3 clusters Score -2.094471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 171201 members 
Entering Unmasked Estep 
Score: -20944702.000000 Penalty: 5982.795410
	Iteration 37Q: 3 clusters Score -2.09447e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -20944712.000000 Penalty: 5982.795410
	Iteration 38Q: 3 clusters Score -2.094471e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -20944690.000000 Penalty: 5982.795410
	Iteration 39Q: 3 clusters Score -2.094469e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 171295 members 
Entering Unmasked Estep 
Score: -20944702.000000 Penalty: 5982.795410
	Iteration 40F: 3 clusters Score -2.09447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 171327 members 
Entering Unmasked Estep 
Score: -20944670.000000 Penalty: 5982.795410
	Iteration 41Q: 3 clusters Score -2.094467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 171344 members 
Entering Unmasked Estep 
Score: -20944658.000000 Penalty: 5982.795410
	Iteration 42Q: 3 clusters Score -2.094466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -20944670.000000 Penalty: 5982.795410
	Iteration 43Q: 3 clusters Score -2.094467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -20944668.000000 Penalty: 5982.795410
	Iteration 44Q: 3 clusters Score -2.094467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -20944662.000000 Penalty: 5982.795410
	Iteration 45Q: 3 clusters Score -2.094466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -20944664.000000 Penalty: 5982.795410
	Iteration 46Q: 3 clusters Score -2.094466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -20944676.000000 Penalty: 5982.795410
	Iteration 47Q: 3 clusters Score -2.094468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -20944674.000000 Penalty: 5982.795410
	Iteration 48Q: 3 clusters Score -2.094467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -20944682.000000 Penalty: 5982.795410
	Iteration 49Q: 3 clusters Score -2.094468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -20944674.000000 Penalty: 5982.795410
	Iteration 50Q: 3 clusters Score -2.094467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 171432 members 
Entering Unmasked Estep 
Score: -20944694.000000 Penalty: 5982.795410
	Iteration 51Q: 3 clusters Score -2.094469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -20944684.000000 Penalty: 5982.795410
	Iteration 52Q: 3 clusters Score -2.094468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 171442 members 
Entering Unmasked Estep 
Score: -20944700.000000 Penalty: 5982.795410
	Iteration 53Q: 3 clusters Score -2.09447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 171455 members 
Entering Unmasked Estep 
Score: -20944668.000000 Penalty: 5982.795410
	Iteration 54Q: 3 clusters Score -2.094467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -20944662.000000 Penalty: 5982.795410
	Iteration 55Q: 3 clusters Score -2.094466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -20944666.000000 Penalty: 5982.795410
	Iteration 56Q: 3 clusters Score -2.094467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -20944674.000000 Penalty: 5982.795410
	Iteration 57Q: 3 clusters Score -2.094467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -20944674.000000 Penalty: 5982.795410
	Iteration 58Q: 3 clusters Score -2.094467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 171487 members 
Entering Unmasked Estep 
Score: -20944690.000000 Penalty: 5982.795410
	Iteration 59Q: 3 clusters Score -2.094469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 171490 members 
Entering Unmasked Estep 
Score: -20944678.000000 Penalty: 5982.795410
	Iteration 60F: 3 clusters Score -2.094468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -20944672.000000 Penalty: 5982.795410
	Iteration 61Q: 3 clusters Score -2.094467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -20944662.000000 Penalty: 5982.795410
	Iteration 62Q: 3 clusters Score -2.094466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 171499 members 
Entering Unmasked Estep 
Score: -20944674.000000 Penalty: 5982.795410
	Iteration 63Q: 3 clusters Score -2.094467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -20944670.000000 Penalty: 5982.795410
	Iteration 64Q: 3 clusters Score -2.094467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -20944670.000000 Penalty: 5982.795410
	Iteration 65Q: 3 clusters Score -2.094467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -20944670.000000 Penalty: 5982.795410
	Iteration 66Q: 3 clusters Score -2.094467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -20944666.000000 Penalty: 5982.795410
	Iteration 67Q: 3 clusters Score -2.094467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -20944666.000000 Penalty: 5982.795410
	Iteration 68F: 3 clusters Score -2.094467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -34406.246094 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -34406.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33142.484375 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -33142.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33470.207031 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -33470.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33642.382812 Penalty: 2926.349121
	Iteration 2F: 3 clusters Score -33642.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33743.835938 Penalty: 2926.349121
	Iteration 3F: 3 clusters Score -33743.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33851.914062 Penalty: 2926.349121
	Iteration 4F: 3 clusters Score -33851.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33909.320312 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -33909.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33979.292969 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -33979.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34061.667969 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -34061.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34111.347656 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -34111.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34171.242188 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -34171.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34179.000000 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -34179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34193.250000 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -34193.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34219.113281 Penalty: 2926.349121
	Iteration 12Q: 3 clusters Score -34219.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34238.234375 Penalty: 2926.349121
	Iteration 13Q: 3 clusters Score -34238.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34298.343750 Penalty: 2926.349121
	Iteration 14Q: 3 clusters Score -34298.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34368.980469 Penalty: 2926.349121
	Iteration 15Q: 3 clusters Score -34368.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34389.398438 Penalty: 2926.349121
	Iteration 16Q: 3 clusters Score -34389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34397.355469 Penalty: 2926.349121
	Iteration 17Q: 3 clusters Score -34397.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34407.609375 Penalty: 2926.349121
	Iteration 18Q: 3 clusters Score -34407.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34430.156250 Penalty: 2926.349121
	Iteration 19F: 3 clusters Score -34430.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34643.312500 Penalty: 2926.349121
	Iteration 20F: 3 clusters Score -34643.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34817.417969 Penalty: 2926.349121
	Iteration 21Q: 3 clusters Score -34817.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35054.433594 Penalty: 2926.349121
	Iteration 22Q: 3 clusters Score -35054.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35166.855469 Penalty: 2926.349121
	Iteration 23Q: 3 clusters Score -35166.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35222.113281 Penalty: 2926.349121
	Iteration 24Q: 3 clusters Score -35222.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35222.113281 Penalty: 2926.349121
	Iteration 25F: 3 clusters Score -35222.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 97058 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 209183 members 
Mstep: Class 7 contains 81643 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 30842 members 
Mstep: Class 11 contains 171806 members 
Mstep: Class 12 contains 167100 members 
Mstep: Class 13 contains 71151 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110194 members 
Mstep: Class 17 contains 72492 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 18248 members 
Mstep: Class 20 contains 29064 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 41757 members 
Mstep: Class 25 contains 245503 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173180 members 
Mstep: Class 28 contains 123 members 
Mstep: Class 29 contains 4345 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9593 members 
Mstep: Class 33 contains 11381 members 
Mstep: Class 34 contains 5354 members 
Mstep: Class 35 contains 242 members 
Entering Unmasked Estep 
Score: -205538256.000000 Penalty: 124948.460938
Splitting cluster 28 changes total score from -205539840.000000 to -205538256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Entering Unmasked Estep 
Score: -455622.187500 Penalty: 2077.441895
	Iteration 0F: 2 clusters Score -455622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -451517.968750 Penalty: 4154.883789
	Iteration 0F: 3 clusters Score -451518 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -452608.218750 Penalty: 4154.883789
	Iteration 1F: 3 clusters Score -452608.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -452935.218750 Penalty: 4154.883789
	Iteration 2F: 3 clusters Score -452935.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -453190.000000 Penalty: 4154.883789
	Iteration 3F: 3 clusters Score -453190 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -453437.000000 Penalty: 4154.883789
	Iteration 4F: 3 clusters Score -453437 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -453647.937500 Penalty: 4154.883789
	Iteration 5F: 3 clusters Score -453647.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -453793.218750 Penalty: 4154.883789
	Iteration 6Q: 3 clusters Score -453793.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -453890.156250 Penalty: 4154.883789
	Iteration 7Q: 3 clusters Score -453890.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -453969.406250 Penalty: 4154.883789
	Iteration 8Q: 3 clusters Score -453969.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -454041.000000 Penalty: 4154.883789
	Iteration 9Q: 3 clusters Score -454041 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -454105.406250 Penalty: 4154.883789
	Iteration 10Q: 3 clusters Score -454105.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -454152.156250 Penalty: 4154.883789
	Iteration 11Q: 3 clusters Score -454152.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -454193.468750 Penalty: 4154.883789
	Iteration 12Q: 3 clusters Score -454193.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -454224.531250 Penalty: 4154.883789
	Iteration 13Q: 3 clusters Score -454224.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -454247.187500 Penalty: 4154.883789
	Iteration 14Q: 3 clusters Score -454247.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -454266.375000 Penalty: 4154.883789
	Iteration 15Q: 3 clusters Score -454266.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -454278.125000 Penalty: 4154.883789
	Iteration 16Q: 3 clusters Score -454278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -454288.968750 Penalty: 4154.883789
	Iteration 17Q: 3 clusters Score -454289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -454303.968750 Penalty: 4154.883789
	Iteration 18Q: 3 clusters Score -454304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -454322.593750 Penalty: 4154.883789
	Iteration 19Q: 3 clusters Score -454322.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -454339.937500 Penalty: 4154.883789
	Iteration 20F: 3 clusters Score -454339.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -454355.156250 Penalty: 4154.883789
	Iteration 21Q: 3 clusters Score -454355.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -454373.062500 Penalty: 4154.883789
	Iteration 22Q: 3 clusters Score -454373.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -454389.562500 Penalty: 4154.883789
	Iteration 23Q: 3 clusters Score -454389.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -454409.250000 Penalty: 4154.883789
	Iteration 24Q: 3 clusters Score -454409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -454417.968750 Penalty: 4154.883789
	Iteration 25Q: 3 clusters Score -454418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -454424.312500 Penalty: 4154.883789
	Iteration 26Q: 3 clusters Score -454424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -454428.906250 Penalty: 4154.883789
	Iteration 27Q: 3 clusters Score -454428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -454432.625000 Penalty: 4154.883789
	Iteration 28Q: 3 clusters Score -454432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -454436.156250 Penalty: 4154.883789
	Iteration 29Q: 3 clusters Score -454436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -454438.687500 Penalty: 4154.883789
	Iteration 30Q: 3 clusters Score -454438.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -454444.687500 Penalty: 4154.883789
	Iteration 31Q: 3 clusters Score -454444.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -454447.375000 Penalty: 4154.883789
	Iteration 32Q: 3 clusters Score -454447.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -454451.937500 Penalty: 4154.883789
	Iteration 33Q: 3 clusters Score -454451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -454454.906250 Penalty: 4154.883789
	Iteration 34Q: 3 clusters Score -454454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -454459.218750 Penalty: 4154.883789
	Iteration 35Q: 3 clusters Score -454459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -454465.125000 Penalty: 4154.883789
	Iteration 36Q: 3 clusters Score -454465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -454469.718750 Penalty: 4154.883789
	Iteration 37Q: 3 clusters Score -454469.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -454472.968750 Penalty: 4154.883789
	Iteration 38Q: 3 clusters Score -454473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -454475.218750 Penalty: 4154.883789
	Iteration 39Q: 3 clusters Score -454475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -454479.312500 Penalty: 4154.883789
	Iteration 40F: 3 clusters Score -454479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -454483.031250 Penalty: 4154.883789
	Iteration 41Q: 3 clusters Score -454483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -454487.656250 Penalty: 4154.883789
	Iteration 42Q: 3 clusters Score -454487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -454492.312500 Penalty: 4154.883789
	Iteration 43Q: 3 clusters Score -454492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -454494.875000 Penalty: 4154.883789
	Iteration 44Q: 3 clusters Score -454494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -454497.218750 Penalty: 4154.883789
	Iteration 45Q: 3 clusters Score -454497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -454499.406250 Penalty: 4154.883789
	Iteration 46Q: 3 clusters Score -454499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -454500.187500 Penalty: 4154.883789
	Iteration 47Q: 3 clusters Score -454500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -454500.500000 Penalty: 4154.883789
	Iteration 48Q: 3 clusters Score -454500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -454500.437500 Penalty: 4154.883789
	Iteration 49Q: 3 clusters Score -454500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -454500.156250 Penalty: 4154.883789
	Iteration 50Q: 3 clusters Score -454500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -454500.156250 Penalty: 4154.883789
	Iteration 51F: 3 clusters Score -454500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -437746.437500 Penalty: 2053.679199
	Iteration 0F: 2 clusters Score -437746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -434019.156250 Penalty: 4107.358398
	Iteration 0F: 3 clusters Score -434019.2 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -434989.687500 Penalty: 4107.358398
	Iteration 1F: 3 clusters Score -434989.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -435310.937500 Penalty: 4107.358398
	Iteration 2F: 3 clusters Score -435310.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -435565.843750 Penalty: 4107.358398
	Iteration 3F: 3 clusters Score -435565.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -435812.093750 Penalty: 4107.358398
	Iteration 4F: 3 clusters Score -435812.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -435987.500000 Penalty: 4107.358398
	Iteration 5F: 3 clusters Score -435987.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -436139.656250 Penalty: 4107.358398
	Iteration 6Q: 3 clusters Score -436139.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -436244.281250 Penalty: 4107.358398
	Iteration 7Q: 3 clusters Score -436244.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -436326.187500 Penalty: 4107.358398
	Iteration 8Q: 3 clusters Score -436326.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -436391.968750 Penalty: 4107.358398
	Iteration 9Q: 3 clusters Score -436392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -436441.750000 Penalty: 4107.358398
	Iteration 10Q: 3 clusters Score -436441.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -436472.000000 Penalty: 4107.358398
	Iteration 11Q: 3 clusters Score -436472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -436490.968750 Penalty: 4107.358398
	Iteration 12Q: 3 clusters Score -436491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -436499.156250 Penalty: 4107.358398
	Iteration 13Q: 3 clusters Score -436499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -436503.937500 Penalty: 4107.358398
	Iteration 14Q: 3 clusters Score -436503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -436508.625000 Penalty: 4107.358398
	Iteration 15Q: 3 clusters Score -436508.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -436513.187500 Penalty: 4107.358398
	Iteration 16Q: 3 clusters Score -436513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -436513.531250 Penalty: 4107.358398
	Iteration 17Q: 3 clusters Score -436513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -436513.531250 Penalty: 4107.358398
	Iteration 18F: 3 clusters Score -436513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.480469 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -29406.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28114.738281 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -28114.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28207.574219 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -28207.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28241.845703 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -28241.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28244.472656 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -28244.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28244.472656 Penalty: 2825.758301
	Iteration 4F: 3 clusters Score -28244.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Entering Unmasked Estep 
Score: -1155648.625000 Penalty: 2273.859619
	Iteration 0F: 2 clusters Score -1155649 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 4770 members 
Entering Unmasked Estep 
Score: -1148118.375000 Penalty: 4547.719238
	Iteration 0F: 3 clusters Score -1148118 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1150238.750000 Penalty: 4547.719238
	Iteration 1F: 3 clusters Score -1150239 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1150551.000000 Penalty: 4547.719238
	Iteration 2F: 3 clusters Score -1150551 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1150781.625000 Penalty: 4547.719238
	Iteration 3F: 3 clusters Score -1150782 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1151014.000000 Penalty: 4547.719238
	Iteration 4Q: 3 clusters Score -1151014 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1151269.125000 Penalty: 4547.719238
	Iteration 5Q: 3 clusters Score -1151269 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1151545.625000 Penalty: 4547.719238
	Iteration 6Q: 3 clusters Score -1151546 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1151802.125000 Penalty: 4547.719238
	Iteration 7Q: 3 clusters Score -1151802 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1151989.875000 Penalty: 4547.719238
	Iteration 8Q: 3 clusters Score -1151990 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1152133.375000 Penalty: 4547.719238
	Iteration 9Q: 3 clusters Score -1152133 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1152259.250000 Penalty: 4547.719238
	Iteration 10Q: 3 clusters Score -1152259 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1152355.250000 Penalty: 4547.719238
	Iteration 11Q: 3 clusters Score -1152355 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1152435.125000 Penalty: 4547.719238
	Iteration 12Q: 3 clusters Score -1152435 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1152509.875000 Penalty: 4547.719238
	Iteration 13Q: 3 clusters Score -1152510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1152592.500000 Penalty: 4547.719238
	Iteration 14Q: 3 clusters Score -1152592 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1152698.750000 Penalty: 4547.719238
	Iteration 15Q: 3 clusters Score -1152699 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1152834.750000 Penalty: 4547.719238
	Iteration 16Q: 3 clusters Score -1152835 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1152980.875000 Penalty: 4547.719238
	Iteration 17Q: 3 clusters Score -1152981 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1153132.250000 Penalty: 4547.719238
	Iteration 18Q: 3 clusters Score -1153132 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1153291.375000 Penalty: 4547.719238
	Iteration 19Q: 3 clusters Score -1153291 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1153489.875000 Penalty: 4547.719238
	Iteration 20F: 3 clusters Score -1153490 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1153700.625000 Penalty: 4547.719238
	Iteration 21Q: 3 clusters Score -1153701 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1153884.375000 Penalty: 4547.719238
	Iteration 22Q: 3 clusters Score -1153884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1154042.250000 Penalty: 4547.719238
	Iteration 23Q: 3 clusters Score -1154042 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1154136.875000 Penalty: 4547.719238
	Iteration 24Q: 3 clusters Score -1154137 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1154203.375000 Penalty: 4547.719238
	Iteration 25Q: 3 clusters Score -1154203 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1154245.000000 Penalty: 4547.719238
	Iteration 26Q: 3 clusters Score -1154245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1154275.375000 Penalty: 4547.719238
	Iteration 27Q: 3 clusters Score -1154275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1154289.750000 Penalty: 4547.719238
	Iteration 28Q: 3 clusters Score -1154290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1154306.250000 Penalty: 4547.719238
	Iteration 29Q: 3 clusters Score -1154306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1154328.750000 Penalty: 4547.719238
	Iteration 30Q: 3 clusters Score -1154329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1154351.500000 Penalty: 4547.719238
	Iteration 31Q: 3 clusters Score -1154352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1154365.125000 Penalty: 4547.719238
	Iteration 32Q: 3 clusters Score -1154365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1154375.625000 Penalty: 4547.719238
	Iteration 33Q: 3 clusters Score -1154376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1154378.000000 Penalty: 4547.719238
	Iteration 34Q: 3 clusters Score -1154378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1154383.375000 Penalty: 4547.719238
	Iteration 35Q: 3 clusters Score -1154383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1154385.250000 Penalty: 4547.719238
	Iteration 36Q: 3 clusters Score -1154385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1154387.625000 Penalty: 4547.719238
	Iteration 37Q: 3 clusters Score -1154388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1154388.125000 Penalty: 4547.719238
	Iteration 38Q: 3 clusters Score -1154388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1154389.000000 Penalty: 4547.719238
	Iteration 39Q: 3 clusters Score -1154389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1154392.875000 Penalty: 4547.719238
	Iteration 40F: 3 clusters Score -1154393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1154395.750000 Penalty: 4547.719238
	Iteration 41Q: 3 clusters Score -1154396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1154393.375000 Penalty: 4547.719238
	Iteration 42Q: 3 clusters Score -1154393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1154393.500000 Penalty: 4547.719238
	Iteration 43Q: 3 clusters Score -1154394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1154395.875000 Penalty: 4547.719238
	Iteration 44Q: 3 clusters Score -1154396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1154394.250000 Penalty: 4547.719238
	Iteration 45Q: 3 clusters Score -1154394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1154395.250000 Penalty: 4547.719238
	Iteration 46Q: 3 clusters Score -1154395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1154397.750000 Penalty: 4547.719238
	Iteration 47Q: 3 clusters Score -1154398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1154397.750000 Penalty: 4547.719238
	Iteration 48F: 3 clusters Score -1154398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Entering Unmasked Estep 
Score: -1307668.750000 Penalty: 2316.245850
	Iteration 0F: 2 clusters Score -1307669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1299112.875000 Penalty: 4632.491699
	Iteration 0F: 3 clusters Score -1299113 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1301654.625000 Penalty: 4632.491699
	Iteration 1F: 3 clusters Score -1301655 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1301945.375000 Penalty: 4632.491699
	Iteration 2F: 3 clusters Score -1301945 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1302157.250000 Penalty: 4632.491699
	Iteration 3Q: 3 clusters Score -1302157 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1302346.125000 Penalty: 4632.491699
	Iteration 4Q: 3 clusters Score -1302346 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1302536.875000 Penalty: 4632.491699
	Iteration 5Q: 3 clusters Score -1302537 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1302726.250000 Penalty: 4632.491699
	Iteration 6Q: 3 clusters Score -1302726 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1302947.750000 Penalty: 4632.491699
	Iteration 7Q: 3 clusters Score -1302948 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1303194.750000 Penalty: 4632.491699
	Iteration 8Q: 3 clusters Score -1303195 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1303455.625000 Penalty: 4632.491699
	Iteration 9Q: 3 clusters Score -1303456 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1303736.500000 Penalty: 4632.491699
	Iteration 10Q: 3 clusters Score -1303736 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1304059.250000 Penalty: 4632.491699
	Iteration 11Q: 3 clusters Score -1304059 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1304400.750000 Penalty: 4632.491699
	Iteration 12Q: 3 clusters Score -1304401 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1304735.250000 Penalty: 4632.491699
	Iteration 13Q: 3 clusters Score -1304735 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1305066.375000 Penalty: 4632.491699
	Iteration 14Q: 3 clusters Score -1305066 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1305344.500000 Penalty: 4632.491699
	Iteration 15Q: 3 clusters Score -1305344 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1305565.125000 Penalty: 4632.491699
	Iteration 16Q: 3 clusters Score -1305565 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1305732.000000 Penalty: 4632.491699
	Iteration 17Q: 3 clusters Score -1305732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1305846.375000 Penalty: 4632.491699
	Iteration 18Q: 3 clusters Score -1305846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1305903.625000 Penalty: 4632.491699
	Iteration 19Q: 3 clusters Score -1305904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1305945.625000 Penalty: 4632.491699
	Iteration 20F: 3 clusters Score -1305946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1305975.500000 Penalty: 4632.491699
	Iteration 21Q: 3 clusters Score -1305976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1305996.125000 Penalty: 4632.491699
	Iteration 22Q: 3 clusters Score -1305996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1306015.250000 Penalty: 4632.491699
	Iteration 23Q: 3 clusters Score -1306015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1306023.750000 Penalty: 4632.491699
	Iteration 24Q: 3 clusters Score -1306024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1306027.375000 Penalty: 4632.491699
	Iteration 25Q: 3 clusters Score -1306027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1306035.500000 Penalty: 4632.491699
	Iteration 26Q: 3 clusters Score -1306036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1306042.125000 Penalty: 4632.491699
	Iteration 27Q: 3 clusters Score -1306042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1306045.750000 Penalty: 4632.491699
	Iteration 28Q: 3 clusters Score -1306046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1306049.500000 Penalty: 4632.491699
	Iteration 29Q: 3 clusters Score -1306050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1306054.375000 Penalty: 4632.491699
	Iteration 30Q: 3 clusters Score -1306054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1306053.750000 Penalty: 4632.491699
	Iteration 31Q: 3 clusters Score -1306054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1306063.000000 Penalty: 4632.491699
	Iteration 32Q: 3 clusters Score -1306063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1306063.875000 Penalty: 4632.491699
	Iteration 33Q: 3 clusters Score -1306064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1306066.625000 Penalty: 4632.491699
	Iteration 34Q: 3 clusters Score -1306067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1306067.000000 Penalty: 4632.491699
	Iteration 35Q: 3 clusters Score -1306067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1306069.250000 Penalty: 4632.491699
	Iteration 36Q: 3 clusters Score -1306069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1306074.625000 Penalty: 4632.491699
	Iteration 37Q: 3 clusters Score -1306075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1306075.250000 Penalty: 4632.491699
	Iteration 38Q: 3 clusters Score -1306075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1306077.250000 Penalty: 4632.491699
	Iteration 39Q: 3 clusters Score -1306077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1306077.250000 Penalty: 4632.491699
	Iteration 40F: 3 clusters Score -1306077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -582474.125000 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -582474.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -577815.875000 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -577815.9 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -579075.375000 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -579075.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -579486.250000 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -579486.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -579840.500000 Penalty: 4258.457031
	Iteration 3F: 3 clusters Score -579840.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -580155.125000 Penalty: 4258.457031
	Iteration 4F: 3 clusters Score -580155.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -580436.375000 Penalty: 4258.457031
	Iteration 5F: 3 clusters Score -580436.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -580703.937500 Penalty: 4258.457031
	Iteration 6Q: 3 clusters Score -580703.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -580911.562500 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -580911.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -581122.625000 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -581122.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -581308.000000 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -581308 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -581508.562500 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -581508.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -581760.687500 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -581760.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -582065.750000 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -582065.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -582387.062500 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -582387.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -582650.125000 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -582650.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -582772.750000 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -582772.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -582816.500000 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -582816.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -582835.750000 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -582835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -582842.812500 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -582842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -582848.187500 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -582848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -582850.250000 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -582850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -582850.000000 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -582850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -582850.875000 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -582850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -582850.875000 Penalty: 4258.457031
	Iteration 23F: 3 clusters Score -582850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 97058 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 209183 members 
Mstep: Class 7 contains 81643 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 30842 members 
Mstep: Class 11 contains 171806 members 
Mstep: Class 12 contains 167100 members 
Mstep: Class 13 contains 71151 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110194 members 
Mstep: Class 17 contains 72492 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 18248 members 
Mstep: Class 20 contains 29064 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 41757 members 
Mstep: Class 25 contains 245503 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173180 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4345 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9593 members 
Mstep: Class 33 contains 11381 members 
Mstep: Class 34 contains 2831 members 
Mstep: Class 35 contains 2523 members 
Entering Unmasked Estep 
Score: -205538480.000000 Penalty: 124948.460938
Splitting cluster 34 changes total score from -205539840.000000 to -205538480.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 97058 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 209183 members 
Mstep: Class 7 contains 81643 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 30842 members 
Mstep: Class 11 contains 171806 members 
Mstep: Class 12 contains 167100 members 
Mstep: Class 13 contains 71151 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110194 members 
Mstep: Class 17 contains 72492 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 18248 members 
Mstep: Class 20 contains 29064 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 41757 members 
Mstep: Class 25 contains 245503 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173180 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4345 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9593 members 
Mstep: Class 33 contains 11381 members 
Mstep: Class 34 contains 5354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539600.000000 Penalty: 121378.507812
Iteration 239Q: 35 clusters Score -2.055396e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 97025 members 
Mstep: Class 3 contains 41515 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 25158 members 
Mstep: Class 6 contains 209164 members 
Mstep: Class 7 contains 81642 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 17095 members 
Mstep: Class 10 contains 30839 members 
Mstep: Class 11 contains 171759 members 
Mstep: Class 12 contains 167118 members 
Mstep: Class 13 contains 71143 members 
Mstep: Class 14 contains 29279 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110188 members 
Mstep: Class 17 contains 72518 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 18236 members 
Mstep: Class 20 contains 29063 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19687 members 
Mstep: Class 23 contains 7401 members 
Mstep: Class 24 contains 41739 members 
Mstep: Class 25 contains 245529 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173199 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9642 members 
Mstep: Class 33 contains 11403 members 
Mstep: Class 34 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539824.000000 Penalty: 121378.507812
Iteration 240F: 35 clusters Score -2.055398e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 96980 members 
Mstep: Class 3 contains 41510 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 25116 members 
Mstep: Class 6 contains 209136 members 
Mstep: Class 7 contains 81641 members 
Mstep: Class 8 contains 7250 members 
Mstep: Class 9 contains 17085 members 
Mstep: Class 10 contains 30849 members 
Mstep: Class 11 contains 171661 members 
Mstep: Class 12 contains 167129 members 
Mstep: Class 13 contains 71098 members 
Mstep: Class 14 contains 29219 members 
Mstep: Class 15 contains 47973 members 
Mstep: Class 16 contains 110181 members 
Mstep: Class 17 contains 72528 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 18225 members 
Mstep: Class 20 contains 29061 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19675 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 41720 members 
Mstep: Class 25 contains 245533 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173202 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 9942 members 
Mstep: Class 33 contains 11421 members 
Mstep: Class 34 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539808.000000 Penalty: 121378.507812
Iteration 241Q: 35 clusters Score -2.055398e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 96931 members 
Mstep: Class 3 contains 41497 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 25085 members 
Mstep: Class 6 contains 209118 members 
Mstep: Class 7 contains 81656 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 17075 members 
Mstep: Class 10 contains 30851 members 
Mstep: Class 11 contains 171559 members 
Mstep: Class 12 contains 167134 members 
Mstep: Class 13 contains 71030 members 
Mstep: Class 14 contains 29141 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 110158 members 
Mstep: Class 17 contains 72542 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 18221 members 
Mstep: Class 20 contains 29068 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19662 members 
Mstep: Class 23 contains 7403 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 245559 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173234 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4360 members 
Mstep: Class 30 contains 3944 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10208 members 
Mstep: Class 33 contains 11428 members 
Mstep: Class 34 contains 5374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540448.000000 Penalty: 121378.507812
Iteration 242Q: 35 clusters Score -2.055404e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 96896 members 
Mstep: Class 3 contains 41496 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 25057 members 
Mstep: Class 6 contains 209119 members 
Mstep: Class 7 contains 81644 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 17072 members 
Mstep: Class 10 contains 30852 members 
Mstep: Class 11 contains 171457 members 
Mstep: Class 12 contains 167129 members 
Mstep: Class 13 contains 70937 members 
Mstep: Class 14 contains 29099 members 
Mstep: Class 15 contains 47967 members 
Mstep: Class 16 contains 110145 members 
Mstep: Class 17 contains 72560 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 18215 members 
Mstep: Class 20 contains 29086 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19641 members 
Mstep: Class 23 contains 7406 members 
Mstep: Class 24 contains 41676 members 
Mstep: Class 25 contains 245593 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173282 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4362 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 11439 members 
Mstep: Class 34 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540352.000000 Penalty: 121378.507812
Iteration 243Q: 35 clusters Score -2.055404e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 96863 members 
Mstep: Class 3 contains 41498 members 
Mstep: Class 4 contains 15619 members 
Mstep: Class 5 contains 25014 members 
Mstep: Class 6 contains 209093 members 
Mstep: Class 7 contains 81640 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 17065 members 
Mstep: Class 10 contains 30850 members 
Mstep: Class 11 contains 171382 members 
Mstep: Class 12 contains 167149 members 
Mstep: Class 13 contains 70854 members 
Mstep: Class 14 contains 29035 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 110138 members 
Mstep: Class 17 contains 72582 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 18202 members 
Mstep: Class 20 contains 29111 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19632 members 
Mstep: Class 23 contains 7410 members 
Mstep: Class 24 contains 41643 members 
Mstep: Class 25 contains 245630 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173325 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 3944 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10590 members 
Mstep: Class 33 contains 11457 members 
Mstep: Class 34 contains 5401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540608.000000 Penalty: 121378.507812
Iteration 244Q: 35 clusters Score -2.055406e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 96820 members 
Mstep: Class 3 contains 41493 members 
Mstep: Class 4 contains 15665 members 
Mstep: Class 5 contains 24995 members 
Mstep: Class 6 contains 209075 members 
Mstep: Class 7 contains 81640 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 17059 members 
Mstep: Class 10 contains 30847 members 
Mstep: Class 11 contains 171304 members 
Mstep: Class 12 contains 167139 members 
Mstep: Class 13 contains 70763 members 
Mstep: Class 14 contains 29018 members 
Mstep: Class 15 contains 47967 members 
Mstep: Class 16 contains 110141 members 
Mstep: Class 17 contains 72637 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 18193 members 
Mstep: Class 20 contains 29133 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19616 members 
Mstep: Class 23 contains 7418 members 
Mstep: Class 24 contains 41613 members 
Mstep: Class 25 contains 245682 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173357 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10703 members 
Mstep: Class 33 contains 11469 members 
Mstep: Class 34 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540896.000000 Penalty: 121378.507812
Iteration 245Q: 35 clusters Score -2.055409e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 96768 members 
Mstep: Class 3 contains 41495 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 24966 members 
Mstep: Class 6 contains 209046 members 
Mstep: Class 7 contains 81633 members 
Mstep: Class 8 contains 7240 members 
Mstep: Class 9 contains 17059 members 
Mstep: Class 10 contains 30839 members 
Mstep: Class 11 contains 171257 members 
Mstep: Class 12 contains 167134 members 
Mstep: Class 13 contains 70697 members 
Mstep: Class 14 contains 29025 members 
Mstep: Class 15 contains 47963 members 
Mstep: Class 16 contains 110123 members 
Mstep: Class 17 contains 72683 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 18185 members 
Mstep: Class 20 contains 29143 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19611 members 
Mstep: Class 23 contains 7424 members 
Mstep: Class 24 contains 41583 members 
Mstep: Class 25 contains 245747 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173385 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10778 members 
Mstep: Class 33 contains 11481 members 
Mstep: Class 34 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540752.000000 Penalty: 121378.507812
Iteration 246Q: 35 clusters Score -2.055408e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 96738 members 
Mstep: Class 3 contains 41494 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 24931 members 
Mstep: Class 6 contains 209028 members 
Mstep: Class 7 contains 81626 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 17059 members 
Mstep: Class 10 contains 30836 members 
Mstep: Class 11 contains 171211 members 
Mstep: Class 12 contains 167131 members 
Mstep: Class 13 contains 70658 members 
Mstep: Class 14 contains 29009 members 
Mstep: Class 15 contains 47961 members 
Mstep: Class 16 contains 110104 members 
Mstep: Class 17 contains 72730 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18180 members 
Mstep: Class 20 contains 29155 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19609 members 
Mstep: Class 23 contains 7427 members 
Mstep: Class 24 contains 41562 members 
Mstep: Class 25 contains 245790 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173397 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10837 members 
Mstep: Class 33 contains 11490 members 
Mstep: Class 34 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540704.000000 Penalty: 121378.507812
Iteration 247Q: 35 clusters Score -2.055407e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 96712 members 
Mstep: Class 3 contains 41492 members 
Mstep: Class 4 contains 15821 members 
Mstep: Class 5 contains 24889 members 
Mstep: Class 6 contains 209018 members 
Mstep: Class 7 contains 81614 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 17050 members 
Mstep: Class 10 contains 30828 members 
Mstep: Class 11 contains 171155 members 
Mstep: Class 12 contains 167141 members 
Mstep: Class 13 contains 70615 members 
Mstep: Class 14 contains 29004 members 
Mstep: Class 15 contains 47961 members 
Mstep: Class 16 contains 110096 members 
Mstep: Class 17 contains 72783 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 29173 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19598 members 
Mstep: Class 23 contains 7429 members 
Mstep: Class 24 contains 41553 members 
Mstep: Class 25 contains 245841 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173414 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4381 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11497 members 
Mstep: Class 34 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541088.000000 Penalty: 121378.507812
Iteration 248Q: 35 clusters Score -2.055411e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 96692 members 
Mstep: Class 3 contains 41491 members 
Mstep: Class 4 contains 15848 members 
Mstep: Class 5 contains 24855 members 
Mstep: Class 6 contains 209006 members 
Mstep: Class 7 contains 81608 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 17041 members 
Mstep: Class 10 contains 30826 members 
Mstep: Class 11 contains 171104 members 
Mstep: Class 12 contains 167152 members 
Mstep: Class 13 contains 70588 members 
Mstep: Class 14 contains 29007 members 
Mstep: Class 15 contains 47967 members 
Mstep: Class 16 contains 110093 members 
Mstep: Class 17 contains 72847 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 18157 members 
Mstep: Class 20 contains 29189 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19591 members 
Mstep: Class 23 contains 7432 members 
Mstep: Class 24 contains 41525 members 
Mstep: Class 25 contains 245878 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173435 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4385 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10879 members 
Mstep: Class 33 contains 11507 members 
Mstep: Class 34 contains 5445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541232.000000 Penalty: 121378.507812
Iteration 249Q: 35 clusters Score -2.055412e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 96663 members 
Mstep: Class 3 contains 41494 members 
Mstep: Class 4 contains 15890 members 
Mstep: Class 5 contains 24810 members 
Mstep: Class 6 contains 208992 members 
Mstep: Class 7 contains 81603 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 17031 members 
Mstep: Class 10 contains 30826 members 
Mstep: Class 11 contains 171062 members 
Mstep: Class 12 contains 167168 members 
Mstep: Class 13 contains 70561 members 
Mstep: Class 14 contains 29006 members 
Mstep: Class 15 contains 47974 members 
Mstep: Class 16 contains 110087 members 
Mstep: Class 17 contains 72910 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 18144 members 
Mstep: Class 20 contains 29204 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19582 members 
Mstep: Class 23 contains 7436 members 
Mstep: Class 24 contains 41506 members 
Mstep: Class 25 contains 245916 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173455 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4392 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 11516 members 
Mstep: Class 34 contains 5450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541056.000000 Penalty: 121378.507812
Iteration 250Q: 35 clusters Score -2.055411e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 96633 members 
Mstep: Class 3 contains 41500 members 
Mstep: Class 4 contains 15939 members 
Mstep: Class 5 contains 24759 members 
Mstep: Class 6 contains 208991 members 
Mstep: Class 7 contains 81613 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17027 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 171020 members 
Mstep: Class 12 contains 167165 members 
Mstep: Class 13 contains 70548 members 
Mstep: Class 14 contains 29006 members 
Mstep: Class 15 contains 47979 members 
Mstep: Class 16 contains 110086 members 
Mstep: Class 17 contains 72975 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 18134 members 
Mstep: Class 20 contains 29219 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19577 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 41493 members 
Mstep: Class 25 contains 245923 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173456 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4395 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 11532 members 
Mstep: Class 34 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540896.000000 Penalty: 121378.507812
Iteration 251Q: 35 clusters Score -2.055409e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 96608 members 
Mstep: Class 3 contains 41498 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 24722 members 
Mstep: Class 6 contains 208979 members 
Mstep: Class 7 contains 81610 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17024 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 170973 members 
Mstep: Class 12 contains 167172 members 
Mstep: Class 13 contains 70525 members 
Mstep: Class 14 contains 29013 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110087 members 
Mstep: Class 17 contains 73027 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18126 members 
Mstep: Class 20 contains 29232 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19583 members 
Mstep: Class 23 contains 7438 members 
Mstep: Class 24 contains 41472 members 
Mstep: Class 25 contains 245955 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173461 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4398 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10889 members 
Mstep: Class 33 contains 11540 members 
Mstep: Class 34 contains 5457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540896.000000 Penalty: 121378.507812
Iteration 252Q: 35 clusters Score -2.055409e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 96578 members 
Mstep: Class 3 contains 41498 members 
Mstep: Class 4 contains 16061 members 
Mstep: Class 5 contains 24676 members 
Mstep: Class 6 contains 208968 members 
Mstep: Class 7 contains 81608 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17025 members 
Mstep: Class 10 contains 30831 members 
Mstep: Class 11 contains 170947 members 
Mstep: Class 12 contains 167173 members 
Mstep: Class 13 contains 70511 members 
Mstep: Class 14 contains 29029 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110085 members 
Mstep: Class 17 contains 73058 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18116 members 
Mstep: Class 20 contains 29240 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19589 members 
Mstep: Class 23 contains 7441 members 
Mstep: Class 24 contains 41461 members 
Mstep: Class 25 contains 245977 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173460 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 4393 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10898 members 
Mstep: Class 33 contains 11551 members 
Mstep: Class 34 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541040.000000 Penalty: 121378.507812
Iteration 253Q: 35 clusters Score -2.05541e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 96550 members 
Mstep: Class 3 contains 41497 members 
Mstep: Class 4 contains 16111 members 
Mstep: Class 5 contains 24628 members 
Mstep: Class 6 contains 208963 members 
Mstep: Class 7 contains 81601 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17024 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170919 members 
Mstep: Class 12 contains 167185 members 
Mstep: Class 13 contains 70498 members 
Mstep: Class 14 contains 29031 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110084 members 
Mstep: Class 17 contains 73099 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18108 members 
Mstep: Class 20 contains 29245 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 19588 members 
Mstep: Class 23 contains 7444 members 
Mstep: Class 24 contains 41448 members 
Mstep: Class 25 contains 245994 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173475 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4393 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10896 members 
Mstep: Class 33 contains 11554 members 
Mstep: Class 34 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541168.000000 Penalty: 121378.507812
Iteration 254Q: 35 clusters Score -2.055412e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 96534 members 
Mstep: Class 3 contains 41494 members 
Mstep: Class 4 contains 16163 members 
Mstep: Class 5 contains 24578 members 
Mstep: Class 6 contains 208969 members 
Mstep: Class 7 contains 81606 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17021 members 
Mstep: Class 10 contains 30838 members 
Mstep: Class 11 contains 170892 members 
Mstep: Class 12 contains 167192 members 
Mstep: Class 13 contains 70490 members 
Mstep: Class 14 contains 29030 members 
Mstep: Class 15 contains 47983 members 
Mstep: Class 16 contains 110081 members 
Mstep: Class 17 contains 73128 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18099 members 
Mstep: Class 20 contains 29251 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19591 members 
Mstep: Class 23 contains 7448 members 
Mstep: Class 24 contains 41430 members 
Mstep: Class 25 contains 246016 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173486 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4396 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 11559 members 
Mstep: Class 34 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540880.000000 Penalty: 121378.507812
Iteration 255Q: 35 clusters Score -2.055409e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 96516 members 
Mstep: Class 3 contains 41490 members 
Mstep: Class 4 contains 16214 members 
Mstep: Class 5 contains 24532 members 
Mstep: Class 6 contains 208981 members 
Mstep: Class 7 contains 81613 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17020 members 
Mstep: Class 10 contains 30839 members 
Mstep: Class 11 contains 170881 members 
Mstep: Class 12 contains 167192 members 
Mstep: Class 13 contains 70479 members 
Mstep: Class 14 contains 29041 members 
Mstep: Class 15 contains 47985 members 
Mstep: Class 16 contains 110063 members 
Mstep: Class 17 contains 73153 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18080 members 
Mstep: Class 20 contains 29258 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19585 members 
Mstep: Class 23 contains 7446 members 
Mstep: Class 24 contains 41422 members 
Mstep: Class 25 contains 246032 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173497 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4393 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 11569 members 
Mstep: Class 34 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540752.000000 Penalty: 121378.507812
Iteration 256Q: 35 clusters Score -2.055408e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 96507 members 
Mstep: Class 3 contains 41485 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 208985 members 
Mstep: Class 7 contains 81607 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 17021 members 
Mstep: Class 10 contains 30841 members 
Mstep: Class 11 contains 170869 members 
Mstep: Class 12 contains 167204 members 
Mstep: Class 13 contains 70467 members 
Mstep: Class 14 contains 29048 members 
Mstep: Class 15 contains 47984 members 
Mstep: Class 16 contains 110058 members 
Mstep: Class 17 contains 73188 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18067 members 
Mstep: Class 20 contains 29271 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19573 members 
Mstep: Class 23 contains 7446 members 
Mstep: Class 24 contains 41412 members 
Mstep: Class 25 contains 246038 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173505 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4395 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10890 members 
Mstep: Class 33 contains 11579 members 
Mstep: Class 34 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540672.000000 Penalty: 121378.507812
Iteration 257Q: 35 clusters Score -2.055407e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 96495 members 
Mstep: Class 3 contains 41490 members 
Mstep: Class 4 contains 16317 members 
Mstep: Class 5 contains 24434 members 
Mstep: Class 6 contains 208982 members 
Mstep: Class 7 contains 81595 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17020 members 
Mstep: Class 10 contains 30841 members 
Mstep: Class 11 contains 170859 members 
Mstep: Class 12 contains 167222 members 
Mstep: Class 13 contains 70458 members 
Mstep: Class 14 contains 29062 members 
Mstep: Class 15 contains 47983 members 
Mstep: Class 16 contains 110052 members 
Mstep: Class 17 contains 73224 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 18059 members 
Mstep: Class 20 contains 29263 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19569 members 
Mstep: Class 23 contains 7445 members 
Mstep: Class 24 contains 41406 members 
Mstep: Class 25 contains 246040 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173492 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4393 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10897 members 
Mstep: Class 33 contains 11588 members 
Mstep: Class 34 contains 5461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540784.000000 Penalty: 121378.507812
Iteration 258Q: 35 clusters Score -2.055408e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 96483 members 
Mstep: Class 3 contains 41489 members 
Mstep: Class 4 contains 16359 members 
Mstep: Class 5 contains 24378 members 
Mstep: Class 6 contains 208983 members 
Mstep: Class 7 contains 81591 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17018 members 
Mstep: Class 10 contains 30841 members 
Mstep: Class 11 contains 170840 members 
Mstep: Class 12 contains 167232 members 
Mstep: Class 13 contains 70450 members 
Mstep: Class 14 contains 29079 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110051 members 
Mstep: Class 17 contains 73260 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 18052 members 
Mstep: Class 20 contains 29264 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19560 members 
Mstep: Class 23 contains 7446 members 
Mstep: Class 24 contains 41402 members 
Mstep: Class 25 contains 246055 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173489 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4400 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10898 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540896.000000 Penalty: 121378.507812
Iteration 259Q: 35 clusters Score -2.055409e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 96465 members 
Mstep: Class 3 contains 41494 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 24324 members 
Mstep: Class 6 contains 208976 members 
Mstep: Class 7 contains 81586 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17015 members 
Mstep: Class 10 contains 30841 members 
Mstep: Class 11 contains 170811 members 
Mstep: Class 12 contains 167248 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 29089 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 110058 members 
Mstep: Class 17 contains 73302 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 18045 members 
Mstep: Class 20 contains 29264 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19550 members 
Mstep: Class 23 contains 7448 members 
Mstep: Class 24 contains 41397 members 
Mstep: Class 25 contains 246067 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173497 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4405 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541024.000000 Penalty: 121378.507812
Iteration 260F: 35 clusters Score -2.05541e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 96447 members 
Mstep: Class 3 contains 41489 members 
Mstep: Class 4 contains 16455 members 
Mstep: Class 5 contains 24277 members 
Mstep: Class 6 contains 208974 members 
Mstep: Class 7 contains 81577 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17010 members 
Mstep: Class 10 contains 30838 members 
Mstep: Class 11 contains 170785 members 
Mstep: Class 12 contains 167258 members 
Mstep: Class 13 contains 70438 members 
Mstep: Class 14 contains 29092 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110060 members 
Mstep: Class 17 contains 73332 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 18038 members 
Mstep: Class 20 contains 29270 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19547 members 
Mstep: Class 23 contains 7450 members 
Mstep: Class 24 contains 41395 members 
Mstep: Class 25 contains 246090 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173494 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4407 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 11600 members 
Mstep: Class 34 contains 5464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540976.000000 Penalty: 121378.507812
Iteration 261Q: 35 clusters Score -2.05541e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 96432 members 
Mstep: Class 3 contains 41489 members 
Mstep: Class 4 contains 16512 members 
Mstep: Class 5 contains 24235 members 
Mstep: Class 6 contains 208971 members 
Mstep: Class 7 contains 81571 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17013 members 
Mstep: Class 10 contains 30836 members 
Mstep: Class 11 contains 170757 members 
Mstep: Class 12 contains 167265 members 
Mstep: Class 13 contains 70436 members 
Mstep: Class 14 contains 29100 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110054 members 
Mstep: Class 17 contains 73367 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 18029 members 
Mstep: Class 20 contains 29270 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19541 members 
Mstep: Class 23 contains 7452 members 
Mstep: Class 24 contains 41385 members 
Mstep: Class 25 contains 246098 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173496 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4406 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 11607 members 
Mstep: Class 34 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540960.000000 Penalty: 121378.507812
Iteration 262Q: 35 clusters Score -2.05541e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 96410 members 
Mstep: Class 3 contains 41482 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 24169 members 
Mstep: Class 6 contains 208971 members 
Mstep: Class 7 contains 81562 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17010 members 
Mstep: Class 10 contains 30832 members 
Mstep: Class 11 contains 170742 members 
Mstep: Class 12 contains 167284 members 
Mstep: Class 13 contains 70442 members 
Mstep: Class 14 contains 29102 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110060 members 
Mstep: Class 17 contains 73394 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 18023 members 
Mstep: Class 20 contains 29278 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19539 members 
Mstep: Class 23 contains 7452 members 
Mstep: Class 24 contains 41378 members 
Mstep: Class 25 contains 246116 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173495 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4402 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10889 members 
Mstep: Class 33 contains 11606 members 
Mstep: Class 34 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541072.000000 Penalty: 121378.507812
Iteration 263Q: 35 clusters Score -2.055411e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 41477 members 
Mstep: Class 4 contains 16662 members 
Mstep: Class 5 contains 24108 members 
Mstep: Class 6 contains 208969 members 
Mstep: Class 7 contains 81554 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17007 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170723 members 
Mstep: Class 12 contains 167299 members 
Mstep: Class 13 contains 70438 members 
Mstep: Class 14 contains 29098 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 110068 members 
Mstep: Class 17 contains 73417 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18015 members 
Mstep: Class 20 contains 29287 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19537 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 41370 members 
Mstep: Class 25 contains 246136 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173490 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4402 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10882 members 
Mstep: Class 33 contains 11607 members 
Mstep: Class 34 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541328.000000 Penalty: 121378.507812
Iteration 264Q: 35 clusters Score -2.055413e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 96372 members 
Mstep: Class 3 contains 41472 members 
Mstep: Class 4 contains 16747 members 
Mstep: Class 5 contains 24040 members 
Mstep: Class 6 contains 208981 members 
Mstep: Class 7 contains 81549 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17004 members 
Mstep: Class 10 contains 30831 members 
Mstep: Class 11 contains 170714 members 
Mstep: Class 12 contains 167308 members 
Mstep: Class 13 contains 70441 members 
Mstep: Class 14 contains 29097 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110076 members 
Mstep: Class 17 contains 73442 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 18007 members 
Mstep: Class 20 contains 29285 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19536 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 41369 members 
Mstep: Class 25 contains 246155 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173464 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4401 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10879 members 
Mstep: Class 33 contains 11606 members 
Mstep: Class 34 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541200.000000 Penalty: 121378.507812
Iteration 265Q: 35 clusters Score -2.055412e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 96360 members 
Mstep: Class 3 contains 41470 members 
Mstep: Class 4 contains 16856 members 
Mstep: Class 5 contains 23979 members 
Mstep: Class 6 contains 208978 members 
Mstep: Class 7 contains 81522 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 17003 members 
Mstep: Class 10 contains 30831 members 
Mstep: Class 11 contains 170702 members 
Mstep: Class 12 contains 167323 members 
Mstep: Class 13 contains 70440 members 
Mstep: Class 14 contains 29100 members 
Mstep: Class 15 contains 47983 members 
Mstep: Class 16 contains 110076 members 
Mstep: Class 17 contains 73456 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 18001 members 
Mstep: Class 20 contains 29284 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19538 members 
Mstep: Class 23 contains 7453 members 
Mstep: Class 24 contains 41359 members 
Mstep: Class 25 contains 246169 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173444 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4394 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10881 members 
Mstep: Class 33 contains 11613 members 
Mstep: Class 34 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541344.000000 Penalty: 121378.507812
Iteration 266Q: 35 clusters Score -2.055413e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 96345 members 
Mstep: Class 3 contains 41467 members 
Mstep: Class 4 contains 16953 members 
Mstep: Class 5 contains 23897 members 
Mstep: Class 6 contains 208976 members 
Mstep: Class 7 contains 81500 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 17003 members 
Mstep: Class 10 contains 30832 members 
Mstep: Class 11 contains 170694 members 
Mstep: Class 12 contains 167347 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 29108 members 
Mstep: Class 15 contains 47982 members 
Mstep: Class 16 contains 110073 members 
Mstep: Class 17 contains 73477 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17987 members 
Mstep: Class 20 contains 29290 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19537 members 
Mstep: Class 23 contains 7456 members 
Mstep: Class 24 contains 41347 members 
Mstep: Class 25 contains 246194 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173429 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4390 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 11612 members 
Mstep: Class 34 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541392.000000 Penalty: 121378.507812
Iteration 267Q: 35 clusters Score -2.055414e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 96331 members 
Mstep: Class 3 contains 41465 members 
Mstep: Class 4 contains 17007 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 208983 members 
Mstep: Class 7 contains 81484 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 17000 members 
Mstep: Class 10 contains 30834 members 
Mstep: Class 11 contains 170687 members 
Mstep: Class 12 contains 167360 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 29111 members 
Mstep: Class 15 contains 47984 members 
Mstep: Class 16 contains 110084 members 
Mstep: Class 17 contains 73499 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17979 members 
Mstep: Class 20 contains 29304 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19532 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 41334 members 
Mstep: Class 25 contains 246213 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173435 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4391 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 11613 members 
Mstep: Class 34 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541312.000000 Penalty: 121378.507812
Iteration 268Q: 35 clusters Score -2.055413e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 96307 members 
Mstep: Class 3 contains 41464 members 
Mstep: Class 4 contains 17075 members 
Mstep: Class 5 contains 23727 members 
Mstep: Class 6 contains 208997 members 
Mstep: Class 7 contains 81467 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 16999 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170686 members 
Mstep: Class 12 contains 167377 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 29116 members 
Mstep: Class 15 contains 47986 members 
Mstep: Class 16 contains 110092 members 
Mstep: Class 17 contains 73525 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17968 members 
Mstep: Class 20 contains 29311 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19526 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 41329 members 
Mstep: Class 25 contains 246230 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173421 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 4394 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 11614 members 
Mstep: Class 34 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541264.000000 Penalty: 121378.507812
Iteration 269Q: 35 clusters Score -2.055413e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 96282 members 
Mstep: Class 3 contains 41457 members 
Mstep: Class 4 contains 17138 members 
Mstep: Class 5 contains 23647 members 
Mstep: Class 6 contains 209001 members 
Mstep: Class 7 contains 81450 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 17001 members 
Mstep: Class 10 contains 30830 members 
Mstep: Class 11 contains 170680 members 
Mstep: Class 12 contains 167391 members 
Mstep: Class 13 contains 70457 members 
Mstep: Class 14 contains 29126 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 110103 members 
Mstep: Class 17 contains 73542 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17960 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19523 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 41315 members 
Mstep: Class 25 contains 246248 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173427 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4391 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10870 members 
Mstep: Class 33 contains 11615 members 
Mstep: Class 34 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540944.000000 Penalty: 121378.507812
Iteration 270Q: 35 clusters Score -2.055409e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 96250 members 
Mstep: Class 3 contains 41455 members 
Mstep: Class 4 contains 17203 members 
Mstep: Class 5 contains 23589 members 
Mstep: Class 6 contains 209010 members 
Mstep: Class 7 contains 81435 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 16996 members 
Mstep: Class 10 contains 30826 members 
Mstep: Class 11 contains 170670 members 
Mstep: Class 12 contains 167412 members 
Mstep: Class 13 contains 70463 members 
Mstep: Class 14 contains 29130 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 110113 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17952 members 
Mstep: Class 20 contains 29320 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19514 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 41306 members 
Mstep: Class 25 contains 246255 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173423 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4391 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 11613 members 
Mstep: Class 34 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541200.000000 Penalty: 121378.507812
Iteration 271Q: 35 clusters Score -2.055412e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 41451 members 
Mstep: Class 4 contains 17284 members 
Mstep: Class 5 contains 23536 members 
Mstep: Class 6 contains 209003 members 
Mstep: Class 7 contains 81426 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 16992 members 
Mstep: Class 10 contains 30828 members 
Mstep: Class 11 contains 170658 members 
Mstep: Class 12 contains 167426 members 
Mstep: Class 13 contains 70464 members 
Mstep: Class 14 contains 29127 members 
Mstep: Class 15 contains 47985 members 
Mstep: Class 16 contains 110121 members 
Mstep: Class 17 contains 73576 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17942 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19512 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 41300 members 
Mstep: Class 25 contains 246276 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173407 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4389 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10868 members 
Mstep: Class 33 contains 11611 members 
Mstep: Class 34 contains 5515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205540800.000000 Penalty: 121378.507812
Iteration 272Q: 35 clusters Score -2.055408e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 96212 members 
Mstep: Class 3 contains 41449 members 
Mstep: Class 4 contains 17373 members 
Mstep: Class 5 contains 23485 members 
Mstep: Class 6 contains 208996 members 
Mstep: Class 7 contains 81407 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 16990 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 170651 members 
Mstep: Class 12 contains 167442 members 
Mstep: Class 13 contains 70465 members 
Mstep: Class 14 contains 29125 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 110134 members 
Mstep: Class 17 contains 73597 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17938 members 
Mstep: Class 20 contains 29328 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19508 members 
Mstep: Class 23 contains 7467 members 
Mstep: Class 24 contains 41295 members 
Mstep: Class 25 contains 246284 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173387 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10867 members 
Mstep: Class 33 contains 11607 members 
Mstep: Class 34 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541248.000000 Penalty: 121378.507812
Iteration 273Q: 35 clusters Score -2.055412e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 96194 members 
Mstep: Class 3 contains 41446 members 
Mstep: Class 4 contains 17463 members 
Mstep: Class 5 contains 23428 members 
Mstep: Class 6 contains 208998 members 
Mstep: Class 7 contains 81392 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 16985 members 
Mstep: Class 10 contains 30826 members 
Mstep: Class 11 contains 170635 members 
Mstep: Class 12 contains 167464 members 
Mstep: Class 13 contains 70460 members 
Mstep: Class 14 contains 29124 members 
Mstep: Class 15 contains 47983 members 
Mstep: Class 16 contains 110138 members 
Mstep: Class 17 contains 73614 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17933 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19505 members 
Mstep: Class 23 contains 7468 members 
Mstep: Class 24 contains 41285 members 
Mstep: Class 25 contains 246307 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173376 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4386 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10868 members 
Mstep: Class 33 contains 11607 members 
Mstep: Class 34 contains 5527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541232.000000 Penalty: 121378.507812
Iteration 274Q: 35 clusters Score -2.055412e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 96181 members 
Mstep: Class 3 contains 41443 members 
Mstep: Class 4 contains 17538 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 208994 members 
Mstep: Class 7 contains 81375 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16983 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 170617 members 
Mstep: Class 12 contains 167484 members 
Mstep: Class 13 contains 70466 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110153 members 
Mstep: Class 17 contains 73636 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17927 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19497 members 
Mstep: Class 23 contains 7469 members 
Mstep: Class 24 contains 41273 members 
Mstep: Class 25 contains 246315 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173359 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 11611 members 
Mstep: Class 34 contains 5527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541168.000000 Penalty: 121378.507812
Iteration 275Q: 35 clusters Score -2.055412e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 96162 members 
Mstep: Class 3 contains 41437 members 
Mstep: Class 4 contains 17610 members 
Mstep: Class 5 contains 23336 members 
Mstep: Class 6 contains 208991 members 
Mstep: Class 7 contains 81378 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16988 members 
Mstep: Class 10 contains 30826 members 
Mstep: Class 11 contains 170602 members 
Mstep: Class 12 contains 167500 members 
Mstep: Class 13 contains 70473 members 
Mstep: Class 14 contains 29127 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 110167 members 
Mstep: Class 17 contains 73655 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17918 members 
Mstep: Class 20 contains 29322 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19495 members 
Mstep: Class 23 contains 7472 members 
Mstep: Class 24 contains 41263 members 
Mstep: Class 25 contains 246321 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173340 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4391 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10870 members 
Mstep: Class 33 contains 11615 members 
Mstep: Class 34 contains 5527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541184.000000 Penalty: 121378.507812
Iteration 276Q: 35 clusters Score -2.055412e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96165 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 17659 members 
Mstep: Class 5 contains 23309 members 
Mstep: Class 6 contains 208999 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16990 members 
Mstep: Class 10 contains 30828 members 
Mstep: Class 11 contains 170591 members 
Mstep: Class 12 contains 167496 members 
Mstep: Class 13 contains 70475 members 
Mstep: Class 14 contains 29131 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 110176 members 
Mstep: Class 17 contains 73675 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17912 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19490 members 
Mstep: Class 23 contains 7474 members 
Mstep: Class 24 contains 41241 members 
Mstep: Class 25 contains 246322 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173329 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4393 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 11609 members 
Mstep: Class 34 contains 5529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541216.000000 Penalty: 121378.507812
Iteration 277Q: 35 clusters Score -2.055412e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96165 members 
Mstep: Class 3 contains 41424 members 
Mstep: Class 4 contains 17708 members 
Mstep: Class 5 contains 23270 members 
Mstep: Class 6 contains 208993 members 
Mstep: Class 7 contains 81388 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16986 members 
Mstep: Class 10 contains 30830 members 
Mstep: Class 11 contains 170584 members 
Mstep: Class 12 contains 167498 members 
Mstep: Class 13 contains 70473 members 
Mstep: Class 14 contains 29131 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 110188 members 
Mstep: Class 17 contains 73695 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17906 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19487 members 
Mstep: Class 23 contains 7475 members 
Mstep: Class 24 contains 41223 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173314 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4389 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11606 members 
Mstep: Class 34 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205541248.000000 Penalty: 121378.507812
Iteration 278Q: 35 clusters Score -2.055412e+08 nChanged 294
Entering ConstructFrom: 
Score: -205541248.000000 Penalty: 121378.507812
Entering ConstructFrom: 
Trying to split cluster 1 (13584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Entering Unmasked Estep 
Score: -1553172.500000 Penalty: 2360.128662
	Iteration 0F: 2 clusters Score -1553172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1543253.375000 Penalty: 4720.257324
	Iteration 0F: 3 clusters Score -1543253 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1546439.250000 Penalty: 4720.257324
	Iteration 1F: 3 clusters Score -1546439 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1547054.125000 Penalty: 4720.257324
	Iteration 2F: 3 clusters Score -1547054 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1547666.625000 Penalty: 4720.257324
	Iteration 3F: 3 clusters Score -1547667 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1548293.250000 Penalty: 4720.257324
	Iteration 4F: 3 clusters Score -1548293 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1548795.625000 Penalty: 4720.257324
	Iteration 5F: 3 clusters Score -1548796 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1549175.000000 Penalty: 4720.257324
	Iteration 6F: 3 clusters Score -1549175 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1549500.125000 Penalty: 4720.257324
	Iteration 7Q: 3 clusters Score -1549500 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1549800.125000 Penalty: 4720.257324
	Iteration 8Q: 3 clusters Score -1549800 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1549993.625000 Penalty: 4720.257324
	Iteration 9Q: 3 clusters Score -1549994 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1550141.875000 Penalty: 4720.257324
	Iteration 10Q: 3 clusters Score -1550142 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1550286.375000 Penalty: 4720.257324
	Iteration 11Q: 3 clusters Score -1550286 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1550412.000000 Penalty: 4720.257324
	Iteration 12Q: 3 clusters Score -1550412 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1550519.750000 Penalty: 4720.257324
	Iteration 13Q: 3 clusters Score -1550520 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1550597.250000 Penalty: 4720.257324
	Iteration 14Q: 3 clusters Score -1550597 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1550651.750000 Penalty: 4720.257324
	Iteration 15Q: 3 clusters Score -1550652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1550689.000000 Penalty: 4720.257324
	Iteration 16Q: 3 clusters Score -1550689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1550724.750000 Penalty: 4720.257324
	Iteration 17Q: 3 clusters Score -1550725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1550750.625000 Penalty: 4720.257324
	Iteration 18Q: 3 clusters Score -1550751 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1550775.625000 Penalty: 4720.257324
	Iteration 19Q: 3 clusters Score -1550776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1550796.875000 Penalty: 4720.257324
	Iteration 20F: 3 clusters Score -1550797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1550820.500000 Penalty: 4720.257324
	Iteration 21Q: 3 clusters Score -1550820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1550835.875000 Penalty: 4720.257324
	Iteration 22Q: 3 clusters Score -1550836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1550850.625000 Penalty: 4720.257324
	Iteration 23Q: 3 clusters Score -1550851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1550865.375000 Penalty: 4720.257324
	Iteration 24Q: 3 clusters Score -1550865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1550880.000000 Penalty: 4720.257324
	Iteration 25Q: 3 clusters Score -1550880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1550889.875000 Penalty: 4720.257324
	Iteration 26Q: 3 clusters Score -1550890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1550899.375000 Penalty: 4720.257324
	Iteration 27Q: 3 clusters Score -1550899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1550910.875000 Penalty: 4720.257324
	Iteration 28Q: 3 clusters Score -1550911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1550915.750000 Penalty: 4720.257324
	Iteration 29Q: 3 clusters Score -1550916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1550931.000000 Penalty: 4720.257324
	Iteration 30Q: 3 clusters Score -1550931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1550933.125000 Penalty: 4720.257324
	Iteration 31Q: 3 clusters Score -1550933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1550937.500000 Penalty: 4720.257324
	Iteration 32Q: 3 clusters Score -1550938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1550940.875000 Penalty: 4720.257324
	Iteration 33Q: 3 clusters Score -1550941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1550950.625000 Penalty: 4720.257324
	Iteration 34Q: 3 clusters Score -1550951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1550966.125000 Penalty: 4720.257324
	Iteration 35Q: 3 clusters Score -1550966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1550974.500000 Penalty: 4720.257324
	Iteration 36Q: 3 clusters Score -1550974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1550987.750000 Penalty: 4720.257324
	Iteration 37Q: 3 clusters Score -1550988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1550993.625000 Penalty: 4720.257324
	Iteration 38Q: 3 clusters Score -1550994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1551006.875000 Penalty: 4720.257324
	Iteration 39Q: 3 clusters Score -1551007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1551015.250000 Penalty: 4720.257324
	Iteration 40F: 3 clusters Score -1551015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1551026.625000 Penalty: 4720.257324
	Iteration 41Q: 3 clusters Score -1551027 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1551038.500000 Penalty: 4720.257324
	Iteration 42Q: 3 clusters Score -1551038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1551041.750000 Penalty: 4720.257324
	Iteration 43Q: 3 clusters Score -1551042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1551051.875000 Penalty: 4720.257324
	Iteration 44Q: 3 clusters Score -1551052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1551058.375000 Penalty: 4720.257324
	Iteration 45Q: 3 clusters Score -1551058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1551079.375000 Penalty: 4720.257324
	Iteration 46Q: 3 clusters Score -1551079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1551089.250000 Penalty: 4720.257324
	Iteration 47Q: 3 clusters Score -1551089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1551109.125000 Penalty: 4720.257324
	Iteration 48Q: 3 clusters Score -1551109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1551128.500000 Penalty: 4720.257324
	Iteration 49Q: 3 clusters Score -1551128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1551153.250000 Penalty: 4720.257324
	Iteration 50Q: 3 clusters Score -1551153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1551177.875000 Penalty: 4720.257324
	Iteration 51Q: 3 clusters Score -1551178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1551187.875000 Penalty: 4720.257324
	Iteration 52Q: 3 clusters Score -1551188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1551209.750000 Penalty: 4720.257324
	Iteration 53Q: 3 clusters Score -1551210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1551228.875000 Penalty: 4720.257324
	Iteration 54Q: 3 clusters Score -1551229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1551239.750000 Penalty: 4720.257324
	Iteration 55Q: 3 clusters Score -1551240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1551258.625000 Penalty: 4720.257324
	Iteration 56Q: 3 clusters Score -1551259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1551269.625000 Penalty: 4720.257324
	Iteration 57Q: 3 clusters Score -1551270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1551285.750000 Penalty: 4720.257324
	Iteration 58Q: 3 clusters Score -1551286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1551306.125000 Penalty: 4720.257324
	Iteration 59Q: 3 clusters Score -1551306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1551326.500000 Penalty: 4720.257324
	Iteration 60F: 3 clusters Score -1551326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1551350.500000 Penalty: 4720.257324
	Iteration 61Q: 3 clusters Score -1551350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1551364.250000 Penalty: 4720.257324
	Iteration 62Q: 3 clusters Score -1551364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1551378.750000 Penalty: 4720.257324
	Iteration 63Q: 3 clusters Score -1551379 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1551389.875000 Penalty: 4720.257324
	Iteration 64Q: 3 clusters Score -1551390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1551413.000000 Penalty: 4720.257324
	Iteration 65Q: 3 clusters Score -1551413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1551433.500000 Penalty: 4720.257324
	Iteration 66Q: 3 clusters Score -1551434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1551460.250000 Penalty: 4720.257324
	Iteration 67Q: 3 clusters Score -1551460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1551489.625000 Penalty: 4720.257324
	Iteration 68Q: 3 clusters Score -1551490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1551520.875000 Penalty: 4720.257324
	Iteration 69Q: 3 clusters Score -1551521 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1551556.625000 Penalty: 4720.257324
	Iteration 70Q: 3 clusters Score -1551557 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1551592.625000 Penalty: 4720.257324
	Iteration 71Q: 3 clusters Score -1551593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1551617.000000 Penalty: 4720.257324
	Iteration 72Q: 3 clusters Score -1551617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1551648.750000 Penalty: 4720.257324
	Iteration 73Q: 3 clusters Score -1551649 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1551686.125000 Penalty: 4720.257324
	Iteration 74Q: 3 clusters Score -1551686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1551718.750000 Penalty: 4720.257324
	Iteration 75Q: 3 clusters Score -1551719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1551762.125000 Penalty: 4720.257324
	Iteration 76Q: 3 clusters Score -1551762 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1551799.875000 Penalty: 4720.257324
	Iteration 77Q: 3 clusters Score -1551800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1551836.250000 Penalty: 4720.257324
	Iteration 78Q: 3 clusters Score -1551836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1551872.500000 Penalty: 4720.257324
	Iteration 79Q: 3 clusters Score -1551872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1551891.250000 Penalty: 4720.257324
	Iteration 80F: 3 clusters Score -1551891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1551911.125000 Penalty: 4720.257324
	Iteration 81Q: 3 clusters Score -1551911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1551926.375000 Penalty: 4720.257324
	Iteration 82Q: 3 clusters Score -1551926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1551945.625000 Penalty: 4720.257324
	Iteration 83Q: 3 clusters Score -1551946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1551956.625000 Penalty: 4720.257324
	Iteration 84Q: 3 clusters Score -1551957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1551962.500000 Penalty: 4720.257324
	Iteration 85Q: 3 clusters Score -1551962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1551966.375000 Penalty: 4720.257324
	Iteration 86Q: 3 clusters Score -1551966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1551976.625000 Penalty: 4720.257324
	Iteration 87Q: 3 clusters Score -1551977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1551981.750000 Penalty: 4720.257324
	Iteration 88Q: 3 clusters Score -1551982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1551993.750000 Penalty: 4720.257324
	Iteration 89Q: 3 clusters Score -1551994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1552013.875000 Penalty: 4720.257324
	Iteration 90Q: 3 clusters Score -1552014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1552038.875000 Penalty: 4720.257324
	Iteration 91Q: 3 clusters Score -1552039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1552062.500000 Penalty: 4720.257324
	Iteration 92Q: 3 clusters Score -1552062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1552082.625000 Penalty: 4720.257324
	Iteration 93Q: 3 clusters Score -1552083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1552097.250000 Penalty: 4720.257324
	Iteration 94Q: 3 clusters Score -1552097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1552116.750000 Penalty: 4720.257324
	Iteration 95Q: 3 clusters Score -1552117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1552126.500000 Penalty: 4720.257324
	Iteration 96Q: 3 clusters Score -1552126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1552136.625000 Penalty: 4720.257324
	Iteration 97Q: 3 clusters Score -1552137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1552143.625000 Penalty: 4720.257324
	Iteration 98Q: 3 clusters Score -1552144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1552153.250000 Penalty: 4720.257324
	Iteration 99Q: 3 clusters Score -1552153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1552159.250000 Penalty: 4720.257324
	Iteration 100F: 3 clusters Score -1552159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1552168.375000 Penalty: 4720.257324
	Iteration 101Q: 3 clusters Score -1552168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1552167.875000 Penalty: 4720.257324
	Iteration 102Q: 3 clusters Score -1552168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1552170.750000 Penalty: 4720.257324
	Iteration 103Q: 3 clusters Score -1552171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1552171.875000 Penalty: 4720.257324
	Iteration 104Q: 3 clusters Score -1552172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1552171.750000 Penalty: 4720.257324
	Iteration 105Q: 3 clusters Score -1552172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1552175.500000 Penalty: 4720.257324
	Iteration 106Q: 3 clusters Score -1552176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1552177.750000 Penalty: 4720.257324
	Iteration 107Q: 3 clusters Score -1552178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1552180.375000 Penalty: 4720.257324
	Iteration 108Q: 3 clusters Score -1552180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1552181.250000 Penalty: 4720.257324
	Iteration 109Q: 3 clusters Score -1552181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1552182.000000 Penalty: 4720.257324
	Iteration 110Q: 3 clusters Score -1552182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1552186.125000 Penalty: 4720.257324
	Iteration 111Q: 3 clusters Score -1552186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1552184.500000 Penalty: 4720.257324
	Iteration 112Q: 3 clusters Score -1552184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1552187.750000 Penalty: 4720.257324
	Iteration 113Q: 3 clusters Score -1552188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1552186.625000 Penalty: 4720.257324
	Iteration 114Q: 3 clusters Score -1552187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1552185.000000 Penalty: 4720.257324
	Iteration 115Q: 3 clusters Score -1552185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1552185.000000 Penalty: 4720.257324
	Iteration 116F: 3 clusters Score -1552185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Entering Unmasked Estep 
Score: -11461512.000000 Penalty: 2845.489502
	Iteration 0F: 2 clusters Score -1.146151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -11397440.000000 Penalty: 5690.979004
	Iteration 0F: 3 clusters Score -1.139744e+07 nChanged 45376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -11423747.000000 Penalty: 5690.979004
	Iteration 1F: 3 clusters Score -1.142375e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -11424743.000000 Penalty: 5690.979004
	Iteration 2Q: 3 clusters Score -1.142474e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -11425916.000000 Penalty: 5690.979004
	Iteration 3Q: 3 clusters Score -1.142592e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -11427720.000000 Penalty: 5690.979004
	Iteration 4Q: 3 clusters Score -1.142772e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -11429956.000000 Penalty: 5690.979004
	Iteration 5Q: 3 clusters Score -1.142996e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -11433024.000000 Penalty: 5690.979004
	Iteration 6F: 3 clusters Score -1.143302e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -11437259.000000 Penalty: 5690.979004
	Iteration 7F: 3 clusters Score -1.143726e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -11442700.000000 Penalty: 5690.979004
	Iteration 8F: 3 clusters Score -1.14427e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -11448526.000000 Penalty: 5690.979004
	Iteration 9F: 3 clusters Score -1.144853e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -11453312.000000 Penalty: 5690.979004
	Iteration 10F: 3 clusters Score -1.145331e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -11456247.000000 Penalty: 5690.979004
	Iteration 11Q: 3 clusters Score -1.145625e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -11457750.000000 Penalty: 5690.979004
	Iteration 12Q: 3 clusters Score -1.145775e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -11458417.000000 Penalty: 5690.979004
	Iteration 13Q: 3 clusters Score -1.145842e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -11458718.000000 Penalty: 5690.979004
	Iteration 14Q: 3 clusters Score -1.145872e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -11458896.000000 Penalty: 5690.979004
	Iteration 15Q: 3 clusters Score -1.14589e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -11458980.000000 Penalty: 5690.979004
	Iteration 16Q: 3 clusters Score -1.145898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -11459041.000000 Penalty: 5690.979004
	Iteration 17Q: 3 clusters Score -1.145904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -11459059.000000 Penalty: 5690.979004
	Iteration 18Q: 3 clusters Score -1.145906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -11459080.000000 Penalty: 5690.979004
	Iteration 19Q: 3 clusters Score -1.145908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -11459096.000000 Penalty: 5690.979004
	Iteration 20F: 3 clusters Score -1.14591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -11459114.000000 Penalty: 5690.979004
	Iteration 21Q: 3 clusters Score -1.145911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -11459129.000000 Penalty: 5690.979004
	Iteration 22Q: 3 clusters Score -1.145913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -11459125.000000 Penalty: 5690.979004
	Iteration 23Q: 3 clusters Score -1.145912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11459134.000000 Penalty: 5690.979004
	Iteration 24Q: 3 clusters Score -1.145913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11459143.000000 Penalty: 5690.979004
	Iteration 25Q: 3 clusters Score -1.145914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -11459141.000000 Penalty: 5690.979004
	Iteration 26Q: 3 clusters Score -1.145914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -11459150.000000 Penalty: 5690.979004
	Iteration 27Q: 3 clusters Score -1.145915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -11459147.000000 Penalty: 5690.979004
	Iteration 28Q: 3 clusters Score -1.145915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11459140.000000 Penalty: 5690.979004
	Iteration 29Q: 3 clusters Score -1.145914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -11459141.000000 Penalty: 5690.979004
	Iteration 30Q: 3 clusters Score -1.145914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -11459147.000000 Penalty: 5690.979004
	Iteration 31Q: 3 clusters Score -1.145915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -11459151.000000 Penalty: 5690.979004
	Iteration 32Q: 3 clusters Score -1.145915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -11459157.000000 Penalty: 5690.979004
	Iteration 33Q: 3 clusters Score -1.145916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11459154.000000 Penalty: 5690.979004
	Iteration 34Q: 3 clusters Score -1.145915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11459154.000000 Penalty: 5690.979004
	Iteration 35F: 3 clusters Score -1.145915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Entering Unmasked Estep 
Score: -4973523.500000 Penalty: 2636.634766
	Iteration 0F: 2 clusters Score -4973524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4945519.500000 Penalty: 5273.269531
	Iteration 0F: 3 clusters Score -4945520 nChanged 18884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4955732.500000 Penalty: 5273.269531
	Iteration 1F: 3 clusters Score -4955732 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4956293.000000 Penalty: 5273.269531
	Iteration 2Q: 3 clusters Score -4956293 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4957020.500000 Penalty: 5273.269531
	Iteration 3Q: 3 clusters Score -4957020 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4957774.500000 Penalty: 5273.269531
	Iteration 4Q: 3 clusters Score -4957774 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4958627.000000 Penalty: 5273.269531
	Iteration 5Q: 3 clusters Score -4958627 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4959864.500000 Penalty: 5273.269531
	Iteration 6F: 3 clusters Score -4959864 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4961526.500000 Penalty: 5273.269531
	Iteration 7F: 3 clusters Score -4961526 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4963625.000000 Penalty: 5273.269531
	Iteration 8F: 3 clusters Score -4963625 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4965904.500000 Penalty: 5273.269531
	Iteration 9F: 3 clusters Score -4965904 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4968015.500000 Penalty: 5273.269531
	Iteration 10F: 3 clusters Score -4968016 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4969551.000000 Penalty: 5273.269531
	Iteration 11Q: 3 clusters Score -4969551 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4970406.000000 Penalty: 5273.269531
	Iteration 12Q: 3 clusters Score -4970406 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4970773.500000 Penalty: 5273.269531
	Iteration 13Q: 3 clusters Score -4970774 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4970935.000000 Penalty: 5273.269531
	Iteration 14Q: 3 clusters Score -4970935 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4971039.000000 Penalty: 5273.269531
	Iteration 15Q: 3 clusters Score -4971039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4971084.500000 Penalty: 5273.269531
	Iteration 16Q: 3 clusters Score -4971084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4971118.500000 Penalty: 5273.269531
	Iteration 17Q: 3 clusters Score -4971118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4971134.000000 Penalty: 5273.269531
	Iteration 18Q: 3 clusters Score -4971134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4971147.000000 Penalty: 5273.269531
	Iteration 19Q: 3 clusters Score -4971147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4971151.500000 Penalty: 5273.269531
	Iteration 20F: 3 clusters Score -4971152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4971156.000000 Penalty: 5273.269531
	Iteration 21Q: 3 clusters Score -4971156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4971152.500000 Penalty: 5273.269531
	Iteration 22Q: 3 clusters Score -4971152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4971156.000000 Penalty: 5273.269531
	Iteration 23Q: 3 clusters Score -4971156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4971156.000000 Penalty: 5273.269531
	Iteration 24Q: 3 clusters Score -4971156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4971163.500000 Penalty: 5273.269531
	Iteration 25Q: 3 clusters Score -4971164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4971161.000000 Penalty: 5273.269531
	Iteration 26Q: 3 clusters Score -4971161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4971164.000000 Penalty: 5273.269531
	Iteration 27Q: 3 clusters Score -4971164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4971164.000000 Penalty: 5273.269531
	Iteration 28F: 3 clusters Score -4971164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Entering Unmasked Estep 
Score: -2044278.875000 Penalty: 2426.466797
	Iteration 0F: 2 clusters Score -2044279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2031713.500000 Penalty: 4852.933594
	Iteration 0F: 3 clusters Score -2031714 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2036189.750000 Penalty: 4852.933594
	Iteration 1F: 3 clusters Score -2036190 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2036833.500000 Penalty: 4852.933594
	Iteration 2F: 3 clusters Score -2036834 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2037454.875000 Penalty: 4852.933594
	Iteration 3F: 3 clusters Score -2037455 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2038017.125000 Penalty: 4852.933594
	Iteration 4F: 3 clusters Score -2038017 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2038482.250000 Penalty: 4852.933594
	Iteration 5F: 3 clusters Score -2038482 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2038875.500000 Penalty: 4852.933594
	Iteration 6Q: 3 clusters Score -2038876 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2039256.375000 Penalty: 4852.933594
	Iteration 7Q: 3 clusters Score -2039256 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2039618.250000 Penalty: 4852.933594
	Iteration 8Q: 3 clusters Score -2039618 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2039975.750000 Penalty: 4852.933594
	Iteration 9Q: 3 clusters Score -2039976 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2040262.625000 Penalty: 4852.933594
	Iteration 10Q: 3 clusters Score -2040263 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2040525.250000 Penalty: 4852.933594
	Iteration 11Q: 3 clusters Score -2040525 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2040765.625000 Penalty: 4852.933594
	Iteration 12Q: 3 clusters Score -2040766 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2040943.625000 Penalty: 4852.933594
	Iteration 13Q: 3 clusters Score -2040944 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2041083.375000 Penalty: 4852.933594
	Iteration 14Q: 3 clusters Score -2041083 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2041187.625000 Penalty: 4852.933594
	Iteration 15Q: 3 clusters Score -2041188 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2041276.250000 Penalty: 4852.933594
	Iteration 16Q: 3 clusters Score -2041276 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2041354.875000 Penalty: 4852.933594
	Iteration 17Q: 3 clusters Score -2041355 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2041438.250000 Penalty: 4852.933594
	Iteration 18Q: 3 clusters Score -2041438 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2041537.750000 Penalty: 4852.933594
	Iteration 19Q: 3 clusters Score -2041538 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2041609.750000 Penalty: 4852.933594
	Iteration 20F: 3 clusters Score -2041610 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2041700.000000 Penalty: 4852.933594
	Iteration 21Q: 3 clusters Score -2041700 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2041790.500000 Penalty: 4852.933594
	Iteration 22Q: 3 clusters Score -2041790 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2041871.500000 Penalty: 4852.933594
	Iteration 23Q: 3 clusters Score -2041872 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2041949.500000 Penalty: 4852.933594
	Iteration 24Q: 3 clusters Score -2041950 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2042015.375000 Penalty: 4852.933594
	Iteration 25Q: 3 clusters Score -2042015 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2042091.750000 Penalty: 4852.933594
	Iteration 26Q: 3 clusters Score -2042092 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2042166.000000 Penalty: 4852.933594
	Iteration 27Q: 3 clusters Score -2042166 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2042243.875000 Penalty: 4852.933594
	Iteration 28Q: 3 clusters Score -2042244 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2042323.375000 Penalty: 4852.933594
	Iteration 29Q: 3 clusters Score -2042323 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2042415.625000 Penalty: 4852.933594
	Iteration 30Q: 3 clusters Score -2042416 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2042477.125000 Penalty: 4852.933594
	Iteration 31Q: 3 clusters Score -2042477 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2042557.875000 Penalty: 4852.933594
	Iteration 32Q: 3 clusters Score -2042558 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2042626.500000 Penalty: 4852.933594
	Iteration 33Q: 3 clusters Score -2042626 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2042698.125000 Penalty: 4852.933594
	Iteration 34Q: 3 clusters Score -2042698 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2042769.750000 Penalty: 4852.933594
	Iteration 35Q: 3 clusters Score -2042770 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2042832.875000 Penalty: 4852.933594
	Iteration 36Q: 3 clusters Score -2042833 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2042883.625000 Penalty: 4852.933594
	Iteration 37Q: 3 clusters Score -2042884 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2042932.875000 Penalty: 4852.933594
	Iteration 38Q: 3 clusters Score -2042933 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2042976.500000 Penalty: 4852.933594
	Iteration 39Q: 3 clusters Score -2042976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2043020.500000 Penalty: 4852.933594
	Iteration 40F: 3 clusters Score -2043020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2043058.125000 Penalty: 4852.933594
	Iteration 41Q: 3 clusters Score -2043058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2043082.875000 Penalty: 4852.933594
	Iteration 42Q: 3 clusters Score -2043083 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2043104.000000 Penalty: 4852.933594
	Iteration 43Q: 3 clusters Score -2043104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2043121.500000 Penalty: 4852.933594
	Iteration 44Q: 3 clusters Score -2043122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2043141.625000 Penalty: 4852.933594
	Iteration 45Q: 3 clusters Score -2043142 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2043165.625000 Penalty: 4852.933594
	Iteration 46Q: 3 clusters Score -2043166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2043181.125000 Penalty: 4852.933594
	Iteration 47Q: 3 clusters Score -2043181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2043202.375000 Penalty: 4852.933594
	Iteration 48Q: 3 clusters Score -2043202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2043209.125000 Penalty: 4852.933594
	Iteration 49Q: 3 clusters Score -2043209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2043222.000000 Penalty: 4852.933594
	Iteration 50Q: 3 clusters Score -2043222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2043225.625000 Penalty: 4852.933594
	Iteration 51Q: 3 clusters Score -2043226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2043243.250000 Penalty: 4852.933594
	Iteration 52Q: 3 clusters Score -2043243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2043241.375000 Penalty: 4852.933594
	Iteration 53Q: 3 clusters Score -2043241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2043249.500000 Penalty: 4852.933594
	Iteration 54Q: 3 clusters Score -2043250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2043259.250000 Penalty: 4852.933594
	Iteration 55Q: 3 clusters Score -2043259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2043268.875000 Penalty: 4852.933594
	Iteration 56Q: 3 clusters Score -2043269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2043275.125000 Penalty: 4852.933594
	Iteration 57Q: 3 clusters Score -2043275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2043283.375000 Penalty: 4852.933594
	Iteration 58Q: 3 clusters Score -2043283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2043294.875000 Penalty: 4852.933594
	Iteration 59Q: 3 clusters Score -2043295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2043302.625000 Penalty: 4852.933594
	Iteration 60F: 3 clusters Score -2043303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2043311.000000 Penalty: 4852.933594
	Iteration 61Q: 3 clusters Score -2043311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2043317.250000 Penalty: 4852.933594
	Iteration 62Q: 3 clusters Score -2043317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2043321.250000 Penalty: 4852.933594
	Iteration 63Q: 3 clusters Score -2043321 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2043330.875000 Penalty: 4852.933594
	Iteration 64Q: 3 clusters Score -2043331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2043336.000000 Penalty: 4852.933594
	Iteration 65Q: 3 clusters Score -2043336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2043344.375000 Penalty: 4852.933594
	Iteration 66Q: 3 clusters Score -2043344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2043351.750000 Penalty: 4852.933594
	Iteration 67Q: 3 clusters Score -2043352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2043365.625000 Penalty: 4852.933594
	Iteration 68Q: 3 clusters Score -2043366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2043376.750000 Penalty: 4852.933594
	Iteration 69Q: 3 clusters Score -2043377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2043383.500000 Penalty: 4852.933594
	Iteration 70Q: 3 clusters Score -2043384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2043398.625000 Penalty: 4852.933594
	Iteration 71Q: 3 clusters Score -2043399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2043411.250000 Penalty: 4852.933594
	Iteration 72Q: 3 clusters Score -2043411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2043425.375000 Penalty: 4852.933594
	Iteration 73Q: 3 clusters Score -2043425 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2043447.000000 Penalty: 4852.933594
	Iteration 74Q: 3 clusters Score -2043447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2043457.250000 Penalty: 4852.933594
	Iteration 75Q: 3 clusters Score -2043457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2043468.875000 Penalty: 4852.933594
	Iteration 76Q: 3 clusters Score -2043469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2043476.875000 Penalty: 4852.933594
	Iteration 77Q: 3 clusters Score -2043477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2043492.500000 Penalty: 4852.933594
	Iteration 78Q: 3 clusters Score -2043492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2043503.875000 Penalty: 4852.933594
	Iteration 79Q: 3 clusters Score -2043504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2043521.625000 Penalty: 4852.933594
	Iteration 80F: 3 clusters Score -2043522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2043526.875000 Penalty: 4852.933594
	Iteration 81Q: 3 clusters Score -2043527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2043534.500000 Penalty: 4852.933594
	Iteration 82Q: 3 clusters Score -2043534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2043539.000000 Penalty: 4852.933594
	Iteration 83Q: 3 clusters Score -2043539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2043543.250000 Penalty: 4852.933594
	Iteration 84Q: 3 clusters Score -2043543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2043546.875000 Penalty: 4852.933594
	Iteration 85Q: 3 clusters Score -2043547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2043546.750000 Penalty: 4852.933594
	Iteration 86Q: 3 clusters Score -2043547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2043553.250000 Penalty: 4852.933594
	Iteration 87Q: 3 clusters Score -2043553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2043553.625000 Penalty: 4852.933594
	Iteration 88Q: 3 clusters Score -2043554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2043558.500000 Penalty: 4852.933594
	Iteration 89Q: 3 clusters Score -2043558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2043561.000000 Penalty: 4852.933594
	Iteration 90Q: 3 clusters Score -2043561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2043563.875000 Penalty: 4852.933594
	Iteration 91Q: 3 clusters Score -2043564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2043564.000000 Penalty: 4852.933594
	Iteration 92Q: 3 clusters Score -2043564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2043563.625000 Penalty: 4852.933594
	Iteration 93Q: 3 clusters Score -2043564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2043565.375000 Penalty: 4852.933594
	Iteration 94Q: 3 clusters Score -2043565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2043568.500000 Penalty: 4852.933594
	Iteration 95Q: 3 clusters Score -2043568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2043567.000000 Penalty: 4852.933594
	Iteration 96Q: 3 clusters Score -2043567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2043568.625000 Penalty: 4852.933594
	Iteration 97Q: 3 clusters Score -2043569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2043568.000000 Penalty: 4852.933594
	Iteration 98Q: 3 clusters Score -2043568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2043569.375000 Penalty: 4852.933594
	Iteration 99Q: 3 clusters Score -2043569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2043570.625000 Penalty: 4852.933594
	Iteration 100F: 3 clusters Score -2043571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2043574.000000 Penalty: 4852.933594
	Iteration 101Q: 3 clusters Score -2043574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2043574.000000 Penalty: 4852.933594
	Iteration 102Q: 3 clusters Score -2043574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2043574.625000 Penalty: 4852.933594
	Iteration 103Q: 3 clusters Score -2043575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2043573.750000 Penalty: 4852.933594
	Iteration 104Q: 3 clusters Score -2043574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2043574.875000 Penalty: 4852.933594
	Iteration 105Q: 3 clusters Score -2043575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2043573.625000 Penalty: 4852.933594
	Iteration 106Q: 3 clusters Score -2043574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2043575.000000 Penalty: 4852.933594
	Iteration 107Q: 3 clusters Score -2043575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2043572.875000 Penalty: 4852.933594
	Iteration 108Q: 3 clusters Score -2043573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2043572.625000 Penalty: 4852.933594
	Iteration 109Q: 3 clusters Score -2043573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2043575.625000 Penalty: 4852.933594
	Iteration 110Q: 3 clusters Score -2043576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2043576.875000 Penalty: 4852.933594
	Iteration 111Q: 3 clusters Score -2043577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2043575.250000 Penalty: 4852.933594
	Iteration 112Q: 3 clusters Score -2043575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2043574.250000 Penalty: 4852.933594
	Iteration 113Q: 3 clusters Score -2043574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2043574.250000 Penalty: 4852.933594
	Iteration 114F: 3 clusters Score -2043574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Entering Unmasked Estep 
Score: -2584323.750000 Penalty: 2493.332275
	Iteration 0F: 2 clusters Score -2584324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2568103.750000 Penalty: 4986.664551
	Iteration 0F: 3 clusters Score -2568104 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2574093.500000 Penalty: 4986.664551
	Iteration 1F: 3 clusters Score -2574094 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2575029.250000 Penalty: 4986.664551
	Iteration 2F: 3 clusters Score -2575029 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2576164.250000 Penalty: 4986.664551
	Iteration 3F: 3 clusters Score -2576164 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2577160.500000 Penalty: 4986.664551
	Iteration 4F: 3 clusters Score -2577160 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2578029.500000 Penalty: 4986.664551
	Iteration 5F: 3 clusters Score -2578030 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2578786.250000 Penalty: 4986.664551
	Iteration 6F: 3 clusters Score -2578786 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2579351.500000 Penalty: 4986.664551
	Iteration 7Q: 3 clusters Score -2579352 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2579862.250000 Penalty: 4986.664551
	Iteration 8Q: 3 clusters Score -2579862 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2580326.750000 Penalty: 4986.664551
	Iteration 9Q: 3 clusters Score -2580327 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2580722.750000 Penalty: 4986.664551
	Iteration 10Q: 3 clusters Score -2580723 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2581047.750000 Penalty: 4986.664551
	Iteration 11Q: 3 clusters Score -2581048 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2581328.000000 Penalty: 4986.664551
	Iteration 12Q: 3 clusters Score -2581328 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2581590.000000 Penalty: 4986.664551
	Iteration 13Q: 3 clusters Score -2581590 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2581812.250000 Penalty: 4986.664551
	Iteration 14Q: 3 clusters Score -2581812 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2582008.000000 Penalty: 4986.664551
	Iteration 15Q: 3 clusters Score -2582008 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2582165.500000 Penalty: 4986.664551
	Iteration 16Q: 3 clusters Score -2582166 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2582290.750000 Penalty: 4986.664551
	Iteration 17Q: 3 clusters Score -2582291 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2582386.250000 Penalty: 4986.664551
	Iteration 18Q: 3 clusters Score -2582386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2582452.500000 Penalty: 4986.664551
	Iteration 19Q: 3 clusters Score -2582452 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2582509.000000 Penalty: 4986.664551
	Iteration 20F: 3 clusters Score -2582509 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2582552.750000 Penalty: 4986.664551
	Iteration 21Q: 3 clusters Score -2582553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2582579.250000 Penalty: 4986.664551
	Iteration 22Q: 3 clusters Score -2582579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2582601.500000 Penalty: 4986.664551
	Iteration 23Q: 3 clusters Score -2582602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2582623.500000 Penalty: 4986.664551
	Iteration 24Q: 3 clusters Score -2582624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2582646.000000 Penalty: 4986.664551
	Iteration 25Q: 3 clusters Score -2582646 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2582659.500000 Penalty: 4986.664551
	Iteration 26Q: 3 clusters Score -2582660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2582680.500000 Penalty: 4986.664551
	Iteration 27Q: 3 clusters Score -2582680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2582701.750000 Penalty: 4986.664551
	Iteration 28Q: 3 clusters Score -2582702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2582711.750000 Penalty: 4986.664551
	Iteration 29Q: 3 clusters Score -2582712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2582722.500000 Penalty: 4986.664551
	Iteration 30Q: 3 clusters Score -2582722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2582744.000000 Penalty: 4986.664551
	Iteration 31Q: 3 clusters Score -2582744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2582750.500000 Penalty: 4986.664551
	Iteration 32Q: 3 clusters Score -2582750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2582757.250000 Penalty: 4986.664551
	Iteration 33Q: 3 clusters Score -2582757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2582775.000000 Penalty: 4986.664551
	Iteration 34Q: 3 clusters Score -2582775 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2582798.250000 Penalty: 4986.664551
	Iteration 35Q: 3 clusters Score -2582798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2582828.500000 Penalty: 4986.664551
	Iteration 36Q: 3 clusters Score -2582828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2582854.500000 Penalty: 4986.664551
	Iteration 37Q: 3 clusters Score -2582854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2582885.500000 Penalty: 4986.664551
	Iteration 38Q: 3 clusters Score -2582886 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2582906.000000 Penalty: 4986.664551
	Iteration 39Q: 3 clusters Score -2582906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2582934.500000 Penalty: 4986.664551
	Iteration 40F: 3 clusters Score -2582934 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2582956.250000 Penalty: 4986.664551
	Iteration 41Q: 3 clusters Score -2582956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2582977.750000 Penalty: 4986.664551
	Iteration 42Q: 3 clusters Score -2582978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2583007.250000 Penalty: 4986.664551
	Iteration 43Q: 3 clusters Score -2583007 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2583035.250000 Penalty: 4986.664551
	Iteration 44Q: 3 clusters Score -2583035 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2583068.000000 Penalty: 4986.664551
	Iteration 45Q: 3 clusters Score -2583068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2583097.750000 Penalty: 4986.664551
	Iteration 46Q: 3 clusters Score -2583098 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2583129.250000 Penalty: 4986.664551
	Iteration 47Q: 3 clusters Score -2583129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2583143.750000 Penalty: 4986.664551
	Iteration 48Q: 3 clusters Score -2583144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2583169.000000 Penalty: 4986.664551
	Iteration 49Q: 3 clusters Score -2583169 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2583188.750000 Penalty: 4986.664551
	Iteration 50Q: 3 clusters Score -2583189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2583203.000000 Penalty: 4986.664551
	Iteration 51Q: 3 clusters Score -2583203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2583215.000000 Penalty: 4986.664551
	Iteration 52Q: 3 clusters Score -2583215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2583229.250000 Penalty: 4986.664551
	Iteration 53Q: 3 clusters Score -2583229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2583234.500000 Penalty: 4986.664551
	Iteration 54Q: 3 clusters Score -2583234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2583245.750000 Penalty: 4986.664551
	Iteration 55Q: 3 clusters Score -2583246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2583256.250000 Penalty: 4986.664551
	Iteration 56Q: 3 clusters Score -2583256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2583257.500000 Penalty: 4986.664551
	Iteration 57Q: 3 clusters Score -2583258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2583275.250000 Penalty: 4986.664551
	Iteration 58Q: 3 clusters Score -2583275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2583276.500000 Penalty: 4986.664551
	Iteration 59Q: 3 clusters Score -2583276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2583291.750000 Penalty: 4986.664551
	Iteration 60F: 3 clusters Score -2583292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2583302.250000 Penalty: 4986.664551
	Iteration 61Q: 3 clusters Score -2583302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2583307.750000 Penalty: 4986.664551
	Iteration 62Q: 3 clusters Score -2583308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2583330.250000 Penalty: 4986.664551
	Iteration 63Q: 3 clusters Score -2583330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2583332.750000 Penalty: 4986.664551
	Iteration 64Q: 3 clusters Score -2583333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2583334.750000 Penalty: 4986.664551
	Iteration 65Q: 3 clusters Score -2583335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2583347.750000 Penalty: 4986.664551
	Iteration 66Q: 3 clusters Score -2583348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2583349.250000 Penalty: 4986.664551
	Iteration 67Q: 3 clusters Score -2583349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2583362.000000 Penalty: 4986.664551
	Iteration 68Q: 3 clusters Score -2583362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2583364.250000 Penalty: 4986.664551
	Iteration 69Q: 3 clusters Score -2583364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2583364.750000 Penalty: 4986.664551
	Iteration 70Q: 3 clusters Score -2583365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2583368.250000 Penalty: 4986.664551
	Iteration 71Q: 3 clusters Score -2583368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2583367.000000 Penalty: 4986.664551
	Iteration 72Q: 3 clusters Score -2583367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2583366.500000 Penalty: 4986.664551
	Iteration 73Q: 3 clusters Score -2583366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2583369.500000 Penalty: 4986.664551
	Iteration 74Q: 3 clusters Score -2583370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2583379.000000 Penalty: 4986.664551
	Iteration 75Q: 3 clusters Score -2583379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2583381.250000 Penalty: 4986.664551
	Iteration 76Q: 3 clusters Score -2583381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2583386.750000 Penalty: 4986.664551
	Iteration 77Q: 3 clusters Score -2583387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2583384.000000 Penalty: 4986.664551
	Iteration 78Q: 3 clusters Score -2583384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2583389.500000 Penalty: 4986.664551
	Iteration 79Q: 3 clusters Score -2583390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2583394.250000 Penalty: 4986.664551
	Iteration 80F: 3 clusters Score -2583394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2583388.250000 Penalty: 4986.664551
	Iteration 81Q: 3 clusters Score -2583388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2583388.750000 Penalty: 4986.664551
	Iteration 82Q: 3 clusters Score -2583389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2583400.250000 Penalty: 4986.664551
	Iteration 83Q: 3 clusters Score -2583400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2583396.250000 Penalty: 4986.664551
	Iteration 84Q: 3 clusters Score -2583396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2583400.500000 Penalty: 4986.664551
	Iteration 85Q: 3 clusters Score -2583400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2583405.000000 Penalty: 4986.664551
	Iteration 86Q: 3 clusters Score -2583405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2583402.750000 Penalty: 4986.664551
	Iteration 87Q: 3 clusters Score -2583403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2583407.000000 Penalty: 4986.664551
	Iteration 88Q: 3 clusters Score -2583407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2583418.250000 Penalty: 4986.664551
	Iteration 89Q: 3 clusters Score -2583418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2583416.250000 Penalty: 4986.664551
	Iteration 90Q: 3 clusters Score -2583416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2583417.000000 Penalty: 4986.664551
	Iteration 91Q: 3 clusters Score -2583417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2583420.250000 Penalty: 4986.664551
	Iteration 92Q: 3 clusters Score -2583420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2583422.500000 Penalty: 4986.664551
	Iteration 93Q: 3 clusters Score -2583422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2583429.500000 Penalty: 4986.664551
	Iteration 94Q: 3 clusters Score -2583430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2583431.250000 Penalty: 4986.664551
	Iteration 95Q: 3 clusters Score -2583431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2583428.750000 Penalty: 4986.664551
	Iteration 96Q: 3 clusters Score -2583429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2583427.000000 Penalty: 4986.664551
	Iteration 97Q: 3 clusters Score -2583427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2583428.750000 Penalty: 4986.664551
	Iteration 98Q: 3 clusters Score -2583429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2583429.500000 Penalty: 4986.664551
	Iteration 99Q: 3 clusters Score -2583430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2583427.250000 Penalty: 4986.664551
	Iteration 100F: 3 clusters Score -2583427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2583427.750000 Penalty: 4986.664551
	Iteration 101Q: 3 clusters Score -2583428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2583428.500000 Penalty: 4986.664551
	Iteration 102Q: 3 clusters Score -2583428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2583431.000000 Penalty: 4986.664551
	Iteration 103Q: 3 clusters Score -2583431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2583436.250000 Penalty: 4986.664551
	Iteration 104Q: 3 clusters Score -2583436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2583433.250000 Penalty: 4986.664551
	Iteration 105Q: 3 clusters Score -2583433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2583438.750000 Penalty: 4986.664551
	Iteration 106Q: 3 clusters Score -2583439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2583437.750000 Penalty: 4986.664551
	Iteration 107Q: 3 clusters Score -2583438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2583436.000000 Penalty: 4986.664551
	Iteration 108Q: 3 clusters Score -2583436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2583430.750000 Penalty: 4986.664551
	Iteration 109Q: 3 clusters Score -2583431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2583427.750000 Penalty: 4986.664551
	Iteration 110Q: 3 clusters Score -2583428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2583438.750000 Penalty: 4986.664551
	Iteration 111Q: 3 clusters Score -2583439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2583440.750000 Penalty: 4986.664551
	Iteration 112Q: 3 clusters Score -2583441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2583437.250000 Penalty: 4986.664551
	Iteration 113Q: 3 clusters Score -2583437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2583435.750000 Penalty: 4986.664551
	Iteration 114Q: 3 clusters Score -2583436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2583431.500000 Penalty: 4986.664551
	Iteration 115Q: 3 clusters Score -2583432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2583440.000000 Penalty: 4986.664551
	Iteration 116Q: 3 clusters Score -2583440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2583441.000000 Penalty: 4986.664551
	Iteration 117Q: 3 clusters Score -2583441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2583444.750000 Penalty: 4986.664551
	Iteration 118Q: 3 clusters Score -2583445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2583447.000000 Penalty: 4986.664551
	Iteration 119Q: 3 clusters Score -2583447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2583450.750000 Penalty: 4986.664551
	Iteration 120F: 3 clusters Score -2583451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2583454.750000 Penalty: 4986.664551
	Iteration 121Q: 3 clusters Score -2583455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2583457.250000 Penalty: 4986.664551
	Iteration 122Q: 3 clusters Score -2583457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2583459.500000 Penalty: 4986.664551
	Iteration 123Q: 3 clusters Score -2583460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2583465.250000 Penalty: 4986.664551
	Iteration 124Q: 3 clusters Score -2583465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2583461.500000 Penalty: 4986.664551
	Iteration 125Q: 3 clusters Score -2583462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2583461.000000 Penalty: 4986.664551
	Iteration 126Q: 3 clusters Score -2583461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2583462.500000 Penalty: 4986.664551
	Iteration 127Q: 3 clusters Score -2583462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2583462.000000 Penalty: 4986.664551
	Iteration 128Q: 3 clusters Score -2583462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2583457.750000 Penalty: 4986.664551
	Iteration 129Q: 3 clusters Score -2583458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2583466.750000 Penalty: 4986.664551
	Iteration 130Q: 3 clusters Score -2583467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2583466.500000 Penalty: 4986.664551
	Iteration 131Q: 3 clusters Score -2583466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2583471.500000 Penalty: 4986.664551
	Iteration 132Q: 3 clusters Score -2583472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2583472.250000 Penalty: 4986.664551
	Iteration 133Q: 3 clusters Score -2583472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2583466.000000 Penalty: 4986.664551
	Iteration 134Q: 3 clusters Score -2583466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2583464.750000 Penalty: 4986.664551
	Iteration 135Q: 3 clusters Score -2583465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2583469.250000 Penalty: 4986.664551
	Iteration 136Q: 3 clusters Score -2583469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2583468.250000 Penalty: 4986.664551
	Iteration 137Q: 3 clusters Score -2583468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2583466.500000 Penalty: 4986.664551
	Iteration 138Q: 3 clusters Score -2583466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2583469.750000 Penalty: 4986.664551
	Iteration 139Q: 3 clusters Score -2583470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2583465.500000 Penalty: 4986.664551
	Iteration 140F: 3 clusters Score -2583466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2583466.500000 Penalty: 4986.664551
	Iteration 141Q: 3 clusters Score -2583466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2583466.250000 Penalty: 4986.664551
	Iteration 142Q: 3 clusters Score -2583466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2583463.750000 Penalty: 4986.664551
	Iteration 143Q: 3 clusters Score -2583464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2583471.500000 Penalty: 4986.664551
	Iteration 144Q: 3 clusters Score -2583472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2583473.250000 Penalty: 4986.664551
	Iteration 145Q: 3 clusters Score -2583473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2583480.000000 Penalty: 4986.664551
	Iteration 146Q: 3 clusters Score -2583480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2583482.250000 Penalty: 4986.664551
	Iteration 147Q: 3 clusters Score -2583482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2583480.750000 Penalty: 4986.664551
	Iteration 148Q: 3 clusters Score -2583481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2583482.000000 Penalty: 4986.664551
	Iteration 149Q: 3 clusters Score -2583482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2583482.500000 Penalty: 4986.664551
	Iteration 150Q: 3 clusters Score -2583482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2583480.500000 Penalty: 4986.664551
	Iteration 151Q: 3 clusters Score -2583480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2583480.000000 Penalty: 4986.664551
	Iteration 152Q: 3 clusters Score -2583480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2583483.250000 Penalty: 4986.664551
	Iteration 153Q: 3 clusters Score -2583483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2583487.250000 Penalty: 4986.664551
	Iteration 154Q: 3 clusters Score -2583487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2583489.000000 Penalty: 4986.664551
	Iteration 155Q: 3 clusters Score -2583489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2583485.000000 Penalty: 4986.664551
	Iteration 156Q: 3 clusters Score -2583485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2583485.250000 Penalty: 4986.664551
	Iteration 157Q: 3 clusters Score -2583485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2583484.750000 Penalty: 4986.664551
	Iteration 158Q: 3 clusters Score -2583485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2583485.750000 Penalty: 4986.664551
	Iteration 159Q: 3 clusters Score -2583486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2583485.750000 Penalty: 4986.664551
	Iteration 160F: 3 clusters Score -2583486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (208988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208988 members 
Entering Unmasked Estep 
Score: -25014142.000000 Penalty: 3038.008057
	Iteration 0F: 2 clusters Score -2.501414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -24891258.000000 Penalty: 6076.016113
	Iteration 0F: 3 clusters Score -2.489126e+07 nChanged 100543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 110414 members 
Entering Unmasked Estep 
Score: -24949952.000000 Penalty: 6076.016113
	Iteration 1F: 3 clusters Score -2.494995e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -24951432.000000 Penalty: 6076.016113
	Iteration 2Q: 3 clusters Score -2.495143e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -24953664.000000 Penalty: 6076.016113
	Iteration 3Q: 3 clusters Score -2.495366e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 125807 members 
Entering Unmasked Estep 
Score: -24957218.000000 Penalty: 6076.016113
	Iteration 4Q: 3 clusters Score -2.495722e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -24963598.000000 Penalty: 6076.016113
	Iteration 5F: 3 clusters Score -2.49636e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -24975178.000000 Penalty: 6076.016113
	Iteration 6F: 3 clusters Score -2.497518e+07 nChanged 18087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -24988372.000000 Penalty: 6076.016113
	Iteration 7F: 3 clusters Score -2.498837e+07 nChanged 16373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 185839 members 
Entering Unmasked Estep 
Score: -24998652.000000 Penalty: 6076.016113
	Iteration 8F: 3 clusters Score -2.499865e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 196501 members 
Entering Unmasked Estep 
Score: -25005538.000000 Penalty: 6076.016113
	Iteration 9F: 3 clusters Score -2.500554e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 201974 members 
Entering Unmasked Estep 
Score: -25009002.000000 Penalty: 6076.016113
	Iteration 10Q: 3 clusters Score -2.5009e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 204539 members 
Entering Unmasked Estep 
Score: -25010694.000000 Penalty: 6076.016113
	Iteration 11Q: 3 clusters Score -2.501069e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 205737 members 
Entering Unmasked Estep 
Score: -25011518.000000 Penalty: 6076.016113
	Iteration 12Q: 3 clusters Score -2.501152e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -25011898.000000 Penalty: 6076.016113
	Iteration 13Q: 3 clusters Score -2.50119e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 206652 members 
Entering Unmasked Estep 
Score: -25012128.000000 Penalty: 6076.016113
	Iteration 14Q: 3 clusters Score -2.501213e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 206855 members 
Entering Unmasked Estep 
Score: -25012298.000000 Penalty: 6076.016113
	Iteration 15Q: 3 clusters Score -2.50123e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 206985 members 
Entering Unmasked Estep 
Score: -25012358.000000 Penalty: 6076.016113
	Iteration 16Q: 3 clusters Score -2.501236e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 207059 members 
Entering Unmasked Estep 
Score: -25012410.000000 Penalty: 6076.016113
	Iteration 17Q: 3 clusters Score -2.501241e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 207131 members 
Entering Unmasked Estep 
Score: -25012542.000000 Penalty: 6076.016113
	Iteration 18Q: 3 clusters Score -2.501254e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 207165 members 
Entering Unmasked Estep 
Score: -25012580.000000 Penalty: 6076.016113
	Iteration 19Q: 3 clusters Score -2.501258e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 207188 members 
Entering Unmasked Estep 
Score: -25012648.000000 Penalty: 6076.016113
	Iteration 20F: 3 clusters Score -2.501265e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 207197 members 
Entering Unmasked Estep 
Score: -25012686.000000 Penalty: 6076.016113
	Iteration 21Q: 3 clusters Score -2.501269e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 207203 members 
Entering Unmasked Estep 
Score: -25012696.000000 Penalty: 6076.016113
	Iteration 22Q: 3 clusters Score -2.50127e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 207208 members 
Entering Unmasked Estep 
Score: -25012684.000000 Penalty: 6076.016113
	Iteration 23Q: 3 clusters Score -2.501268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 207215 members 
Entering Unmasked Estep 
Score: -25012718.000000 Penalty: 6076.016113
	Iteration 24Q: 3 clusters Score -2.501272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 207218 members 
Entering Unmasked Estep 
Score: -25012728.000000 Penalty: 6076.016113
	Iteration 25Q: 3 clusters Score -2.501273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 207224 members 
Entering Unmasked Estep 
Score: -25012784.000000 Penalty: 6076.016113
	Iteration 26Q: 3 clusters Score -2.501278e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -25012796.000000 Penalty: 6076.016113
	Iteration 27Q: 3 clusters Score -2.50128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -25012814.000000 Penalty: 6076.016113
	Iteration 28Q: 3 clusters Score -2.501281e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 207246 members 
Entering Unmasked Estep 
Score: -25012842.000000 Penalty: 6076.016113
	Iteration 29Q: 3 clusters Score -2.501284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 207248 members 
Entering Unmasked Estep 
Score: -25012876.000000 Penalty: 6076.016113
	Iteration 30Q: 3 clusters Score -2.501288e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -25012862.000000 Penalty: 6076.016113
	Iteration 31Q: 3 clusters Score -2.501286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 207237 members 
Entering Unmasked Estep 
Score: -25012900.000000 Penalty: 6076.016113
	Iteration 32Q: 3 clusters Score -2.50129e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 207238 members 
Entering Unmasked Estep 
Score: -25012954.000000 Penalty: 6076.016113
	Iteration 33Q: 3 clusters Score -2.501295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 207239 members 
Entering Unmasked Estep 
Score: -25012938.000000 Penalty: 6076.016113
	Iteration 34Q: 3 clusters Score -2.501294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 207243 members 
Entering Unmasked Estep 
Score: -25012998.000000 Penalty: 6076.016113
	Iteration 35Q: 3 clusters Score -2.5013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 207241 members 
Entering Unmasked Estep 
Score: -25012984.000000 Penalty: 6076.016113
	Iteration 36Q: 3 clusters Score -2.501298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 207239 members 
Entering Unmasked Estep 
Score: -25012962.000000 Penalty: 6076.016113
	Iteration 37Q: 3 clusters Score -2.501296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 207231 members 
Entering Unmasked Estep 
Score: -25012990.000000 Penalty: 6076.016113
	Iteration 38Q: 3 clusters Score -2.501299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 207223 members 
Entering Unmasked Estep 
Score: -25012984.000000 Penalty: 6076.016113
	Iteration 39Q: 3 clusters Score -2.501298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 207220 members 
Entering Unmasked Estep 
Score: -25012992.000000 Penalty: 6076.016113
	Iteration 40F: 3 clusters Score -2.501299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 207222 members 
Entering Unmasked Estep 
Score: -25012990.000000 Penalty: 6076.016113
	Iteration 41Q: 3 clusters Score -2.501299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 207227 members 
Entering Unmasked Estep 
Score: -25013018.000000 Penalty: 6076.016113
	Iteration 42Q: 3 clusters Score -2.501302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 207229 members 
Entering Unmasked Estep 
Score: -25013018.000000 Penalty: 6076.016113
	Iteration 43Q: 3 clusters Score -2.501302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 207231 members 
Entering Unmasked Estep 
Score: -25013022.000000 Penalty: 6076.016113
	Iteration 44Q: 3 clusters Score -2.501302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 207230 members 
Entering Unmasked Estep 
Score: -25013034.000000 Penalty: 6076.016113
	Iteration 45Q: 3 clusters Score -2.501303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -25013024.000000 Penalty: 6076.016113
	Iteration 46Q: 3 clusters Score -2.501302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 207229 members 
Entering Unmasked Estep 
Score: -25013032.000000 Penalty: 6076.016113
	Iteration 47Q: 3 clusters Score -2.501303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 207230 members 
Entering Unmasked Estep 
Score: -25013038.000000 Penalty: 6076.016113
	Iteration 48Q: 3 clusters Score -2.501304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 207227 members 
Entering Unmasked Estep 
Score: -25013034.000000 Penalty: 6076.016113
	Iteration 49Q: 3 clusters Score -2.501303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -25013052.000000 Penalty: 6076.016113
	Iteration 50Q: 3 clusters Score -2.501305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 207230 members 
Entering Unmasked Estep 
Score: -25013058.000000 Penalty: 6076.016113
	Iteration 51Q: 3 clusters Score -2.501306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 207235 members 
Entering Unmasked Estep 
Score: -25013092.000000 Penalty: 6076.016113
	Iteration 52Q: 3 clusters Score -2.501309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -25013102.000000 Penalty: 6076.016113
	Iteration 53Q: 3 clusters Score -2.50131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 207246 members 
Entering Unmasked Estep 
Score: -25013086.000000 Penalty: 6076.016113
	Iteration 54Q: 3 clusters Score -2.501309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 207247 members 
Entering Unmasked Estep 
Score: -25013088.000000 Penalty: 6076.016113
	Iteration 55Q: 3 clusters Score -2.501309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 207247 members 
Entering Unmasked Estep 
Score: -25013102.000000 Penalty: 6076.016113
	Iteration 56Q: 3 clusters Score -2.50131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 207250 members 
Entering Unmasked Estep 
Score: -25013102.000000 Penalty: 6076.016113
	Iteration 57Q: 3 clusters Score -2.50131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 207251 members 
Entering Unmasked Estep 
Score: -25013112.000000 Penalty: 6076.016113
	Iteration 58Q: 3 clusters Score -2.501311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 207252 members 
Entering Unmasked Estep 
Score: -25013112.000000 Penalty: 6076.016113
	Iteration 59Q: 3 clusters Score -2.501311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 207248 members 
Entering Unmasked Estep 
Score: -25013114.000000 Penalty: 6076.016113
	Iteration 60F: 3 clusters Score -2.501311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 207250 members 
Entering Unmasked Estep 
Score: -25013124.000000 Penalty: 6076.016113
	Iteration 61Q: 3 clusters Score -2.501312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 207247 members 
Entering Unmasked Estep 
Score: -25013118.000000 Penalty: 6076.016113
	Iteration 62Q: 3 clusters Score -2.501312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 207248 members 
Entering Unmasked Estep 
Score: -25013134.000000 Penalty: 6076.016113
	Iteration 63Q: 3 clusters Score -2.501313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 207248 members 
Entering Unmasked Estep 
Score: -25013146.000000 Penalty: 6076.016113
	Iteration 64Q: 3 clusters Score -2.501315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 207251 members 
Entering Unmasked Estep 
Score: -25013158.000000 Penalty: 6076.016113
	Iteration 65Q: 3 clusters Score -2.501316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 207255 members 
Entering Unmasked Estep 
Score: -25013140.000000 Penalty: 6076.016113
	Iteration 66Q: 3 clusters Score -2.501314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 207256 members 
Entering Unmasked Estep 
Score: -25013148.000000 Penalty: 6076.016113
	Iteration 67Q: 3 clusters Score -2.501315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 207257 members 
Entering Unmasked Estep 
Score: -25013142.000000 Penalty: 6076.016113
	Iteration 68Q: 3 clusters Score -2.501314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 207259 members 
Entering Unmasked Estep 
Score: -25013134.000000 Penalty: 6076.016113
	Iteration 69Q: 3 clusters Score -2.501313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 207262 members 
Entering Unmasked Estep 
Score: -25013140.000000 Penalty: 6076.016113
	Iteration 70Q: 3 clusters Score -2.501314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 207266 members 
Entering Unmasked Estep 
Score: -25013126.000000 Penalty: 6076.016113
	Iteration 71Q: 3 clusters Score -2.501313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 207269 members 
Entering Unmasked Estep 
Score: -25013142.000000 Penalty: 6076.016113
	Iteration 72Q: 3 clusters Score -2.501314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 207270 members 
Entering Unmasked Estep 
Score: -25013134.000000 Penalty: 6076.016113
	Iteration 73Q: 3 clusters Score -2.501313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 207271 members 
Entering Unmasked Estep 
Score: -25013148.000000 Penalty: 6076.016113
	Iteration 74Q: 3 clusters Score -2.501315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 207270 members 
Entering Unmasked Estep 
Score: -25013152.000000 Penalty: 6076.016113
	Iteration 75Q: 3 clusters Score -2.501315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 207270 members 
Entering Unmasked Estep 
Score: -25013158.000000 Penalty: 6076.016113
	Iteration 76Q: 3 clusters Score -2.501316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 207268 members 
Entering Unmasked Estep 
Score: -25013148.000000 Penalty: 6076.016113
	Iteration 77Q: 3 clusters Score -2.501315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 207266 members 
Entering Unmasked Estep 
Score: -25013140.000000 Penalty: 6076.016113
	Iteration 78Q: 3 clusters Score -2.501314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 207267 members 
Entering Unmasked Estep 
Score: -25013172.000000 Penalty: 6076.016113
	Iteration 79Q: 3 clusters Score -2.501317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 207268 members 
Entering Unmasked Estep 
Score: -25013156.000000 Penalty: 6076.016113
	Iteration 80F: 3 clusters Score -2.501316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 207264 members 
Entering Unmasked Estep 
Score: -25013148.000000 Penalty: 6076.016113
	Iteration 81Q: 3 clusters Score -2.501315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 207262 members 
Entering Unmasked Estep 
Score: -25013160.000000 Penalty: 6076.016113
	Iteration 82Q: 3 clusters Score -2.501316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 207261 members 
Entering Unmasked Estep 
Score: -25013172.000000 Penalty: 6076.016113
	Iteration 83Q: 3 clusters Score -2.501317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 207265 members 
Entering Unmasked Estep 
Score: -25013166.000000 Penalty: 6076.016113
	Iteration 84Q: 3 clusters Score -2.501317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 207263 members 
Entering Unmasked Estep 
Score: -25013172.000000 Penalty: 6076.016113
	Iteration 85Q: 3 clusters Score -2.501317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 207265 members 
Entering Unmasked Estep 
Score: -25013170.000000 Penalty: 6076.016113
	Iteration 86Q: 3 clusters Score -2.501317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 207266 members 
Entering Unmasked Estep 
Score: -25013166.000000 Penalty: 6076.016113
	Iteration 87Q: 3 clusters Score -2.501317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 207266 members 
Entering Unmasked Estep 
Score: -25013166.000000 Penalty: 6076.016113
	Iteration 88F: 3 clusters Score -2.501317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Entering Unmasked Estep 
Score: -9639110.000000 Penalty: 2804.110596
	Iteration 0F: 2 clusters Score -9639110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -9584644.000000 Penalty: 5608.221191
	Iteration 0F: 3 clusters Score -9584644 nChanged 38452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -9606406.000000 Penalty: 5608.221191
	Iteration 1F: 3 clusters Score -9606406 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -9607436.000000 Penalty: 5608.221191
	Iteration 2Q: 3 clusters Score -9607436 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -9608999.000000 Penalty: 5608.221191
	Iteration 3Q: 3 clusters Score -9608999 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -9611376.000000 Penalty: 5608.221191
	Iteration 4F: 3 clusters Score -9611376 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -9614591.000000 Penalty: 5608.221191
	Iteration 5F: 3 clusters Score -9614591 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -9617989.000000 Penalty: 5608.221191
	Iteration 6F: 3 clusters Score -9617989 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -9620687.000000 Penalty: 5608.221191
	Iteration 7F: 3 clusters Score -9620687 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -9622747.000000 Penalty: 5608.221191
	Iteration 8F: 3 clusters Score -9622747 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -9624240.000000 Penalty: 5608.221191
	Iteration 9Q: 3 clusters Score -9624240 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -9625505.000000 Penalty: 5608.221191
	Iteration 10Q: 3 clusters Score -9625505 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -9626804.000000 Penalty: 5608.221191
	Iteration 11Q: 3 clusters Score -9626804 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -9628167.000000 Penalty: 5608.221191
	Iteration 12Q: 3 clusters Score -9628167 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -9629688.000000 Penalty: 5608.221191
	Iteration 13Q: 3 clusters Score -9629688 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -9631187.000000 Penalty: 5608.221191
	Iteration 14Q: 3 clusters Score -9631187 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -9632611.000000 Penalty: 5608.221191
	Iteration 15Q: 3 clusters Score -9632611 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -9633790.000000 Penalty: 5608.221191
	Iteration 16Q: 3 clusters Score -9633790 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9634799.000000 Penalty: 5608.221191
	Iteration 17Q: 3 clusters Score -9634799 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -9635475.000000 Penalty: 5608.221191
	Iteration 18Q: 3 clusters Score -9635475 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9636002.000000 Penalty: 5608.221191
	Iteration 19Q: 3 clusters Score -9636002 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9636302.000000 Penalty: 5608.221191
	Iteration 20F: 3 clusters Score -9636302 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9636543.000000 Penalty: 5608.221191
	Iteration 21Q: 3 clusters Score -9636543 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9636645.000000 Penalty: 5608.221191
	Iteration 22Q: 3 clusters Score -9636645 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9636757.000000 Penalty: 5608.221191
	Iteration 23Q: 3 clusters Score -9636757 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9636838.000000 Penalty: 5608.221191
	Iteration 24Q: 3 clusters Score -9636838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9636867.000000 Penalty: 5608.221191
	Iteration 25Q: 3 clusters Score -9636867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9636911.000000 Penalty: 5608.221191
	Iteration 26Q: 3 clusters Score -9636911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9636927.000000 Penalty: 5608.221191
	Iteration 27Q: 3 clusters Score -9636927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80295 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9636967.000000 Penalty: 5608.221191
	Iteration 28Q: 3 clusters Score -9636967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9636972.000000 Penalty: 5608.221191
	Iteration 29Q: 3 clusters Score -9636972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9636974.000000 Penalty: 5608.221191
	Iteration 30Q: 3 clusters Score -9636974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9636994.000000 Penalty: 5608.221191
	Iteration 31Q: 3 clusters Score -9636994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9636987.000000 Penalty: 5608.221191
	Iteration 32Q: 3 clusters Score -9636987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9636984.000000 Penalty: 5608.221191
	Iteration 33Q: 3 clusters Score -9636984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9636991.000000 Penalty: 5608.221191
	Iteration 34Q: 3 clusters Score -9636991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9637005.000000 Penalty: 5608.221191
	Iteration 35Q: 3 clusters Score -9637005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9637007.000000 Penalty: 5608.221191
	Iteration 36Q: 3 clusters Score -9637007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9637004.000000 Penalty: 5608.221191
	Iteration 37Q: 3 clusters Score -9637004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9636996.000000 Penalty: 5608.221191
	Iteration 38Q: 3 clusters Score -9636996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9637006.000000 Penalty: 5608.221191
	Iteration 39Q: 3 clusters Score -9637006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9637008.000000 Penalty: 5608.221191
	Iteration 40F: 3 clusters Score -9637008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9637026.000000 Penalty: 5608.221191
	Iteration 41Q: 3 clusters Score -9637026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9637004.000000 Penalty: 5608.221191
	Iteration 42Q: 3 clusters Score -9637004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9637001.000000 Penalty: 5608.221191
	Iteration 43Q: 3 clusters Score -9637001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9637005.000000 Penalty: 5608.221191
	Iteration 44Q: 3 clusters Score -9637005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9637014.000000 Penalty: 5608.221191
	Iteration 45Q: 3 clusters Score -9637014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9637006.000000 Penalty: 5608.221191
	Iteration 46Q: 3 clusters Score -9637006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9637014.000000 Penalty: 5608.221191
	Iteration 47Q: 3 clusters Score -9637014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9637024.000000 Penalty: 5608.221191
	Iteration 48Q: 3 clusters Score -9637024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9637029.000000 Penalty: 5608.221191
	Iteration 49Q: 3 clusters Score -9637029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9637028.000000 Penalty: 5608.221191
	Iteration 50Q: 3 clusters Score -9637028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9637028.000000 Penalty: 5608.221191
	Iteration 51F: 3 clusters Score -9637028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -864139.125000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -864139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -858177.187500 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -858177.2 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -859740.125000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -859740.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -860023.250000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -860023.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -860262.437500 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -860262.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -860455.187500 Penalty: 4408.549316
	Iteration 4F: 3 clusters Score -860455.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -860606.000000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -860606 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -860750.812500 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -860750.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -860891.187500 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -860891.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -861021.187500 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -861021.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -861148.812500 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -861148.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -861279.062500 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -861279.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -861403.250000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -861403.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -861526.000000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -861526 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -861632.000000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -861632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -861712.437500 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -861712.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -861791.750000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -861791.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -861876.437500 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -861876.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -861947.562500 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -861947.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -862022.562500 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -862022.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -862088.687500 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -862088.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -862147.875000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -862147.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -862199.875000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -862199.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -862242.500000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -862242.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -862273.937500 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -862273.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -862302.875000 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -862302.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -862325.000000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -862325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -862343.250000 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -862343.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -862368.375000 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -862368.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -862383.875000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -862383.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -862395.312500 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -862395.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -862406.562500 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -862406.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -862422.562500 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -862422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -862436.062500 Penalty: 4408.549316
	Iteration 32Q: 3 clusters Score -862436.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -862448.312500 Penalty: 4408.549316
	Iteration 33Q: 3 clusters Score -862448.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -862458.625000 Penalty: 4408.549316
	Iteration 34Q: 3 clusters Score -862458.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -862466.437500 Penalty: 4408.549316
	Iteration 35Q: 3 clusters Score -862466.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -862474.375000 Penalty: 4408.549316
	Iteration 36Q: 3 clusters Score -862474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -862480.375000 Penalty: 4408.549316
	Iteration 37Q: 3 clusters Score -862480.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -862484.875000 Penalty: 4408.549316
	Iteration 38Q: 3 clusters Score -862484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -862489.375000 Penalty: 4408.549316
	Iteration 39Q: 3 clusters Score -862489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -862492.312500 Penalty: 4408.549316
	Iteration 40F: 3 clusters Score -862492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -862493.687500 Penalty: 4408.549316
	Iteration 41Q: 3 clusters Score -862493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -862492.250000 Penalty: 4408.549316
	Iteration 42Q: 3 clusters Score -862492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -862493.437500 Penalty: 4408.549316
	Iteration 43Q: 3 clusters Score -862493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -862494.562500 Penalty: 4408.549316
	Iteration 44Q: 3 clusters Score -862494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -862497.312500 Penalty: 4408.549316
	Iteration 45Q: 3 clusters Score -862497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -862498.375000 Penalty: 4408.549316
	Iteration 46Q: 3 clusters Score -862498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -862499.187500 Penalty: 4408.549316
	Iteration 47Q: 3 clusters Score -862499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -862499.125000 Penalty: 4408.549316
	Iteration 48Q: 3 clusters Score -862499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -862499.500000 Penalty: 4408.549316
	Iteration 49Q: 3 clusters Score -862499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -862501.062500 Penalty: 4408.549316
	Iteration 50Q: 3 clusters Score -862501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -862501.875000 Penalty: 4408.549316
	Iteration 51Q: 3 clusters Score -862501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -862504.250000 Penalty: 4408.549316
	Iteration 52Q: 3 clusters Score -862504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -862504.250000 Penalty: 4408.549316
	Iteration 53F: 3 clusters Score -862504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Entering Unmasked Estep 
Score: -1912104.250000 Penalty: 2415.599609
	Iteration 0F: 2 clusters Score -1912104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1899933.750000 Penalty: 4831.199219
	Iteration 0F: 3 clusters Score -1899934 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1904450.375000 Penalty: 4831.199219
	Iteration 1F: 3 clusters Score -1904450 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1905716.250000 Penalty: 4831.199219
	Iteration 2F: 3 clusters Score -1905716 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1907138.375000 Penalty: 4831.199219
	Iteration 3F: 3 clusters Score -1907138 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1908473.500000 Penalty: 4831.199219
	Iteration 4F: 3 clusters Score -1908474 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1909348.125000 Penalty: 4831.199219
	Iteration 5F: 3 clusters Score -1909348 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1909759.750000 Penalty: 4831.199219
	Iteration 6Q: 3 clusters Score -1909760 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1909969.750000 Penalty: 4831.199219
	Iteration 7Q: 3 clusters Score -1909970 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1910082.625000 Penalty: 4831.199219
	Iteration 8Q: 3 clusters Score -1910083 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1910166.875000 Penalty: 4831.199219
	Iteration 9Q: 3 clusters Score -1910167 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1910243.250000 Penalty: 4831.199219
	Iteration 10Q: 3 clusters Score -1910243 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1910305.250000 Penalty: 4831.199219
	Iteration 11Q: 3 clusters Score -1910305 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1910366.750000 Penalty: 4831.199219
	Iteration 12Q: 3 clusters Score -1910367 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1910424.000000 Penalty: 4831.199219
	Iteration 13Q: 3 clusters Score -1910424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1910476.000000 Penalty: 4831.199219
	Iteration 14Q: 3 clusters Score -1910476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1910515.375000 Penalty: 4831.199219
	Iteration 15Q: 3 clusters Score -1910515 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1910568.500000 Penalty: 4831.199219
	Iteration 16Q: 3 clusters Score -1910568 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1910600.875000 Penalty: 4831.199219
	Iteration 17Q: 3 clusters Score -1910601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1910634.375000 Penalty: 4831.199219
	Iteration 18Q: 3 clusters Score -1910634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1910656.250000 Penalty: 4831.199219
	Iteration 19Q: 3 clusters Score -1910656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1910674.375000 Penalty: 4831.199219
	Iteration 20F: 3 clusters Score -1910674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1910697.625000 Penalty: 4831.199219
	Iteration 21Q: 3 clusters Score -1910698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1910719.250000 Penalty: 4831.199219
	Iteration 22Q: 3 clusters Score -1910719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1910726.125000 Penalty: 4831.199219
	Iteration 23Q: 3 clusters Score -1910726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1910736.000000 Penalty: 4831.199219
	Iteration 24Q: 3 clusters Score -1910736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1910745.125000 Penalty: 4831.199219
	Iteration 25Q: 3 clusters Score -1910745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1910755.250000 Penalty: 4831.199219
	Iteration 26Q: 3 clusters Score -1910755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1910763.250000 Penalty: 4831.199219
	Iteration 27Q: 3 clusters Score -1910763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1910776.750000 Penalty: 4831.199219
	Iteration 28Q: 3 clusters Score -1910777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1910775.750000 Penalty: 4831.199219
	Iteration 29Q: 3 clusters Score -1910776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1910781.375000 Penalty: 4831.199219
	Iteration 30Q: 3 clusters Score -1910781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1910789.000000 Penalty: 4831.199219
	Iteration 31Q: 3 clusters Score -1910789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1910785.875000 Penalty: 4831.199219
	Iteration 32Q: 3 clusters Score -1910786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1910789.250000 Penalty: 4831.199219
	Iteration 33Q: 3 clusters Score -1910789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1910796.250000 Penalty: 4831.199219
	Iteration 34Q: 3 clusters Score -1910796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1910790.750000 Penalty: 4831.199219
	Iteration 35Q: 3 clusters Score -1910791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1910794.250000 Penalty: 4831.199219
	Iteration 36Q: 3 clusters Score -1910794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1910795.750000 Penalty: 4831.199219
	Iteration 37Q: 3 clusters Score -1910796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1910796.375000 Penalty: 4831.199219
	Iteration 38Q: 3 clusters Score -1910796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1910798.875000 Penalty: 4831.199219
	Iteration 39Q: 3 clusters Score -1910799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1910801.375000 Penalty: 4831.199219
	Iteration 40F: 3 clusters Score -1910801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1910802.750000 Penalty: 4831.199219
	Iteration 41Q: 3 clusters Score -1910803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1910809.500000 Penalty: 4831.199219
	Iteration 42Q: 3 clusters Score -1910810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1910809.250000 Penalty: 4831.199219
	Iteration 43Q: 3 clusters Score -1910809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1910814.250000 Penalty: 4831.199219
	Iteration 44Q: 3 clusters Score -1910814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1910809.625000 Penalty: 4831.199219
	Iteration 45Q: 3 clusters Score -1910810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1910812.500000 Penalty: 4831.199219
	Iteration 46Q: 3 clusters Score -1910812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1910810.750000 Penalty: 4831.199219
	Iteration 47Q: 3 clusters Score -1910811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1910813.250000 Penalty: 4831.199219
	Iteration 48Q: 3 clusters Score -1910813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1910814.875000 Penalty: 4831.199219
	Iteration 49Q: 3 clusters Score -1910815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1910816.250000 Penalty: 4831.199219
	Iteration 50Q: 3 clusters Score -1910816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1910815.500000 Penalty: 4831.199219
	Iteration 51Q: 3 clusters Score -1910816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1910816.750000 Penalty: 4831.199219
	Iteration 52Q: 3 clusters Score -1910817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1910822.500000 Penalty: 4831.199219
	Iteration 53Q: 3 clusters Score -1910822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1910821.250000 Penalty: 4831.199219
	Iteration 54Q: 3 clusters Score -1910821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1910822.625000 Penalty: 4831.199219
	Iteration 55Q: 3 clusters Score -1910823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1910823.875000 Penalty: 4831.199219
	Iteration 56Q: 3 clusters Score -1910824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1910822.875000 Penalty: 4831.199219
	Iteration 57Q: 3 clusters Score -1910823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1910823.500000 Penalty: 4831.199219
	Iteration 58Q: 3 clusters Score -1910824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1910826.500000 Penalty: 4831.199219
	Iteration 59Q: 3 clusters Score -1910826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1910823.750000 Penalty: 4831.199219
	Iteration 60F: 3 clusters Score -1910824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1910827.875000 Penalty: 4831.199219
	Iteration 61Q: 3 clusters Score -1910828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1910825.625000 Penalty: 4831.199219
	Iteration 62Q: 3 clusters Score -1910826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1910827.625000 Penalty: 4831.199219
	Iteration 63Q: 3 clusters Score -1910828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1910828.000000 Penalty: 4831.199219
	Iteration 64Q: 3 clusters Score -1910828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1910824.875000 Penalty: 4831.199219
	Iteration 65Q: 3 clusters Score -1910825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1910824.375000 Penalty: 4831.199219
	Iteration 66Q: 3 clusters Score -1910824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1910828.625000 Penalty: 4831.199219
	Iteration 67Q: 3 clusters Score -1910829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1910827.500000 Penalty: 4831.199219
	Iteration 68Q: 3 clusters Score -1910828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1910830.750000 Penalty: 4831.199219
	Iteration 69Q: 3 clusters Score -1910831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1910834.625000 Penalty: 4831.199219
	Iteration 70Q: 3 clusters Score -1910835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1910837.875000 Penalty: 4831.199219
	Iteration 71Q: 3 clusters Score -1910838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1910842.000000 Penalty: 4831.199219
	Iteration 72Q: 3 clusters Score -1910842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1910842.375000 Penalty: 4831.199219
	Iteration 73Q: 3 clusters Score -1910842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1910843.625000 Penalty: 4831.199219
	Iteration 74Q: 3 clusters Score -1910844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1910845.750000 Penalty: 4831.199219
	Iteration 75Q: 3 clusters Score -1910846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1910845.250000 Penalty: 4831.199219
	Iteration 76Q: 3 clusters Score -1910845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1910841.000000 Penalty: 4831.199219
	Iteration 77Q: 3 clusters Score -1910841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1910844.125000 Penalty: 4831.199219
	Iteration 78Q: 3 clusters Score -1910844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1910845.375000 Penalty: 4831.199219
	Iteration 79Q: 3 clusters Score -1910845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1910843.750000 Penalty: 4831.199219
	Iteration 80F: 3 clusters Score -1910844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Entering Unmasked Estep 
Score: -3541462.500000 Penalty: 2563.412598
	Iteration 0F: 2 clusters Score -3541462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3520422.500000 Penalty: 5126.825195
	Iteration 0F: 3 clusters Score -3520422 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3528120.500000 Penalty: 5126.825195
	Iteration 1F: 3 clusters Score -3528120 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3528771.500000 Penalty: 5126.825195
	Iteration 2F: 3 clusters Score -3528772 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3529349.250000 Penalty: 5126.825195
	Iteration 3Q: 3 clusters Score -3529349 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3529956.000000 Penalty: 5126.825195
	Iteration 4Q: 3 clusters Score -3529956 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3530619.000000 Penalty: 5126.825195
	Iteration 5Q: 3 clusters Score -3530619 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3531261.750000 Penalty: 5126.825195
	Iteration 6Q: 3 clusters Score -3531262 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3531962.750000 Penalty: 5126.825195
	Iteration 7Q: 3 clusters Score -3531963 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3532619.750000 Penalty: 5126.825195
	Iteration 8Q: 3 clusters Score -3532620 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3533364.750000 Penalty: 5126.825195
	Iteration 9Q: 3 clusters Score -3533365 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3534209.750000 Penalty: 5126.825195
	Iteration 10Q: 3 clusters Score -3534210 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3535047.000000 Penalty: 5126.825195
	Iteration 11Q: 3 clusters Score -3535047 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3535910.250000 Penalty: 5126.825195
	Iteration 12Q: 3 clusters Score -3535910 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3536662.500000 Penalty: 5126.825195
	Iteration 13Q: 3 clusters Score -3536662 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3537252.250000 Penalty: 5126.825195
	Iteration 14Q: 3 clusters Score -3537252 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3537660.250000 Penalty: 5126.825195
	Iteration 15Q: 3 clusters Score -3537660 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3537950.500000 Penalty: 5126.825195
	Iteration 16Q: 3 clusters Score -3537950 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3538193.750000 Penalty: 5126.825195
	Iteration 17Q: 3 clusters Score -3538194 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3538375.750000 Penalty: 5126.825195
	Iteration 18Q: 3 clusters Score -3538376 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3538537.500000 Penalty: 5126.825195
	Iteration 19Q: 3 clusters Score -3538538 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3538643.000000 Penalty: 5126.825195
	Iteration 20F: 3 clusters Score -3538643 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3538737.750000 Penalty: 5126.825195
	Iteration 21Q: 3 clusters Score -3538738 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3538799.000000 Penalty: 5126.825195
	Iteration 22Q: 3 clusters Score -3538799 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3538862.000000 Penalty: 5126.825195
	Iteration 23Q: 3 clusters Score -3538862 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3538914.250000 Penalty: 5126.825195
	Iteration 24Q: 3 clusters Score -3538914 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3538951.000000 Penalty: 5126.825195
	Iteration 25Q: 3 clusters Score -3538951 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3538998.750000 Penalty: 5126.825195
	Iteration 26Q: 3 clusters Score -3538999 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3539046.500000 Penalty: 5126.825195
	Iteration 27Q: 3 clusters Score -3539046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3539095.250000 Penalty: 5126.825195
	Iteration 28Q: 3 clusters Score -3539095 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3539147.000000 Penalty: 5126.825195
	Iteration 29Q: 3 clusters Score -3539147 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3539202.000000 Penalty: 5126.825195
	Iteration 30Q: 3 clusters Score -3539202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3539257.750000 Penalty: 5126.825195
	Iteration 31Q: 3 clusters Score -3539258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3539330.250000 Penalty: 5126.825195
	Iteration 32Q: 3 clusters Score -3539330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3539397.000000 Penalty: 5126.825195
	Iteration 33Q: 3 clusters Score -3539397 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3539441.750000 Penalty: 5126.825195
	Iteration 34Q: 3 clusters Score -3539442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3539476.250000 Penalty: 5126.825195
	Iteration 35Q: 3 clusters Score -3539476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3539509.750000 Penalty: 5126.825195
	Iteration 36Q: 3 clusters Score -3539510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3539522.500000 Penalty: 5126.825195
	Iteration 37Q: 3 clusters Score -3539522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3539538.250000 Penalty: 5126.825195
	Iteration 38Q: 3 clusters Score -3539538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3539552.500000 Penalty: 5126.825195
	Iteration 39Q: 3 clusters Score -3539552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3539567.750000 Penalty: 5126.825195
	Iteration 40F: 3 clusters Score -3539568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3539577.750000 Penalty: 5126.825195
	Iteration 41Q: 3 clusters Score -3539578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3539581.750000 Penalty: 5126.825195
	Iteration 42Q: 3 clusters Score -3539582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3539586.000000 Penalty: 5126.825195
	Iteration 43Q: 3 clusters Score -3539586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3539591.500000 Penalty: 5126.825195
	Iteration 44Q: 3 clusters Score -3539592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3539595.250000 Penalty: 5126.825195
	Iteration 45Q: 3 clusters Score -3539595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3539596.500000 Penalty: 5126.825195
	Iteration 46Q: 3 clusters Score -3539596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3539602.250000 Penalty: 5126.825195
	Iteration 47Q: 3 clusters Score -3539602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3539605.750000 Penalty: 5126.825195
	Iteration 48Q: 3 clusters Score -3539606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3539602.500000 Penalty: 5126.825195
	Iteration 49Q: 3 clusters Score -3539602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3539606.500000 Penalty: 5126.825195
	Iteration 50Q: 3 clusters Score -3539606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3539609.250000 Penalty: 5126.825195
	Iteration 51Q: 3 clusters Score -3539609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3539612.000000 Penalty: 5126.825195
	Iteration 52Q: 3 clusters Score -3539612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3539608.000000 Penalty: 5126.825195
	Iteration 53Q: 3 clusters Score -3539608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3539610.250000 Penalty: 5126.825195
	Iteration 54Q: 3 clusters Score -3539610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3539612.000000 Penalty: 5126.825195
	Iteration 55Q: 3 clusters Score -3539612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3539617.750000 Penalty: 5126.825195
	Iteration 56Q: 3 clusters Score -3539618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3539615.750000 Penalty: 5126.825195
	Iteration 57Q: 3 clusters Score -3539616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3539617.250000 Penalty: 5126.825195
	Iteration 58Q: 3 clusters Score -3539617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3539623.500000 Penalty: 5126.825195
	Iteration 59Q: 3 clusters Score -3539624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3539622.500000 Penalty: 5126.825195
	Iteration 60F: 3 clusters Score -3539622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3539631.250000 Penalty: 5126.825195
	Iteration 61Q: 3 clusters Score -3539631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3539635.750000 Penalty: 5126.825195
	Iteration 62Q: 3 clusters Score -3539636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3539637.750000 Penalty: 5126.825195
	Iteration 63Q: 3 clusters Score -3539638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3539640.000000 Penalty: 5126.825195
	Iteration 64Q: 3 clusters Score -3539640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3539641.000000 Penalty: 5126.825195
	Iteration 65Q: 3 clusters Score -3539641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3539647.250000 Penalty: 5126.825195
	Iteration 66Q: 3 clusters Score -3539647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3539648.000000 Penalty: 5126.825195
	Iteration 67Q: 3 clusters Score -3539648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3539643.750000 Penalty: 5126.825195
	Iteration 68Q: 3 clusters Score -3539644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3539647.500000 Penalty: 5126.825195
	Iteration 69Q: 3 clusters Score -3539648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3539651.500000 Penalty: 5126.825195
	Iteration 70Q: 3 clusters Score -3539652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3539651.000000 Penalty: 5126.825195
	Iteration 71Q: 3 clusters Score -3539651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3539653.500000 Penalty: 5126.825195
	Iteration 72Q: 3 clusters Score -3539654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3539656.750000 Penalty: 5126.825195
	Iteration 73Q: 3 clusters Score -3539657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3539661.750000 Penalty: 5126.825195
	Iteration 74Q: 3 clusters Score -3539662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3539654.750000 Penalty: 5126.825195
	Iteration 75Q: 3 clusters Score -3539655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3539656.500000 Penalty: 5126.825195
	Iteration 76Q: 3 clusters Score -3539656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3539658.500000 Penalty: 5126.825195
	Iteration 77Q: 3 clusters Score -3539658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3539659.250000 Penalty: 5126.825195
	Iteration 78Q: 3 clusters Score -3539659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3539659.250000 Penalty: 5126.825195
	Iteration 79F: 3 clusters Score -3539659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Entering Unmasked Estep 
Score: -20447494.000000 Penalty: 2987.643066
	Iteration 0F: 2 clusters Score -2.044749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -20334926.000000 Penalty: 5975.286133
	Iteration 0F: 3 clusters Score -2.033493e+07 nChanged 81904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -20382280.000000 Penalty: 5975.286133
	Iteration 1F: 3 clusters Score -2.038228e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -20383842.000000 Penalty: 5975.286133
	Iteration 2Q: 3 clusters Score -2.038384e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -20386104.000000 Penalty: 5975.286133
	Iteration 3Q: 3 clusters Score -2.03861e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -20390406.000000 Penalty: 5975.286133
	Iteration 4F: 3 clusters Score -2.039041e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115780 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -20397916.000000 Penalty: 5975.286133
	Iteration 5F: 3 clusters Score -2.039792e+07 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -20408480.000000 Penalty: 5975.286133
	Iteration 6F: 3 clusters Score -2.040848e+07 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142938 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -20421134.000000 Penalty: 5975.286133
	Iteration 7F: 3 clusters Score -2.042113e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155063 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -20432348.000000 Penalty: 5975.286133
	Iteration 8F: 3 clusters Score -2.043235e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163153 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -20439660.000000 Penalty: 5975.286133
	Iteration 9Q: 3 clusters Score -2.043966e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20442922.000000 Penalty: 5975.286133
	Iteration 10Q: 3 clusters Score -2.044292e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169072 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20444294.000000 Penalty: 5975.286133
	Iteration 11Q: 3 clusters Score -2.044429e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169692 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20444746.000000 Penalty: 5975.286133
	Iteration 12Q: 3 clusters Score -2.044475e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169921 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20444906.000000 Penalty: 5975.286133
	Iteration 13Q: 3 clusters Score -2.044491e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170009 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -20444974.000000 Penalty: 5975.286133
	Iteration 14Q: 3 clusters Score -2.044497e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20445044.000000 Penalty: 5975.286133
	Iteration 15Q: 3 clusters Score -2.044504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170068 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20445088.000000 Penalty: 5975.286133
	Iteration 16Q: 3 clusters Score -2.044509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -20445120.000000 Penalty: 5975.286133
	Iteration 17Q: 3 clusters Score -2.044512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -20445148.000000 Penalty: 5975.286133
	Iteration 18Q: 3 clusters Score -2.044515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -20445132.000000 Penalty: 5975.286133
	Iteration 19Q: 3 clusters Score -2.044513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20445172.000000 Penalty: 5975.286133
	Iteration 20F: 3 clusters Score -2.044517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20445168.000000 Penalty: 5975.286133
	Iteration 21Q: 3 clusters Score -2.044517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20445176.000000 Penalty: 5975.286133
	Iteration 22Q: 3 clusters Score -2.044518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20445180.000000 Penalty: 5975.286133
	Iteration 23Q: 3 clusters Score -2.044518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20445194.000000 Penalty: 5975.286133
	Iteration 24Q: 3 clusters Score -2.044519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20445192.000000 Penalty: 5975.286133
	Iteration 25Q: 3 clusters Score -2.044519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20445196.000000 Penalty: 5975.286133
	Iteration 26Q: 3 clusters Score -2.04452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20445206.000000 Penalty: 5975.286133
	Iteration 27Q: 3 clusters Score -2.044521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20445206.000000 Penalty: 5975.286133
	Iteration 28Q: 3 clusters Score -2.044521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20445208.000000 Penalty: 5975.286133
	Iteration 29Q: 3 clusters Score -2.044521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20445202.000000 Penalty: 5975.286133
	Iteration 30Q: 3 clusters Score -2.04452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170113 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20445198.000000 Penalty: 5975.286133
	Iteration 31Q: 3 clusters Score -2.04452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20445194.000000 Penalty: 5975.286133
	Iteration 32Q: 3 clusters Score -2.044519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20445196.000000 Penalty: 5975.286133
	Iteration 33Q: 3 clusters Score -2.04452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20445190.000000 Penalty: 5975.286133
	Iteration 34Q: 3 clusters Score -2.044519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20445190.000000 Penalty: 5975.286133
	Iteration 35F: 3 clusters Score -2.044519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Entering Unmasked Estep 
Score: -19748646.000000 Penalty: 2983.145020
	Iteration 0F: 2 clusters Score -1.974865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -19638006.000000 Penalty: 5966.290039
	Iteration 0F: 3 clusters Score -1.963801e+07 nChanged 80627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -19684404.000000 Penalty: 5966.290039
	Iteration 1F: 3 clusters Score -1.96844e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -19685088.000000 Penalty: 5966.290039
	Iteration 2Q: 3 clusters Score -1.968509e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -19686004.000000 Penalty: 5966.290039
	Iteration 3Q: 3 clusters Score -1.9686e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -19687258.000000 Penalty: 5966.290039
	Iteration 4Q: 3 clusters Score -1.968726e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -19688830.000000 Penalty: 5966.290039
	Iteration 5Q: 3 clusters Score -1.968883e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -19691434.000000 Penalty: 5966.290039
	Iteration 6Q: 3 clusters Score -1.969143e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -19695834.000000 Penalty: 5966.290039
	Iteration 7Q: 3 clusters Score -1.969583e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -19701928.000000 Penalty: 5966.290039
	Iteration 8F: 3 clusters Score -1.970193e+07 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -19710024.000000 Penalty: 5966.290039
	Iteration 9F: 3 clusters Score -1.971002e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -19719412.000000 Penalty: 5966.290039
	Iteration 10F: 3 clusters Score -1.971941e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -19728572.000000 Penalty: 5966.290039
	Iteration 11F: 3 clusters Score -1.972857e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -19734208.000000 Penalty: 5966.290039
	Iteration 12Q: 3 clusters Score -1.973421e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 114077 members 
Entering Unmasked Estep 
Score: -19737162.000000 Penalty: 5966.290039
	Iteration 13Q: 3 clusters Score -1.973716e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 116708 members 
Entering Unmasked Estep 
Score: -19738644.000000 Penalty: 5966.290039
	Iteration 14Q: 3 clusters Score -1.973864e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -19739668.000000 Penalty: 5966.290039
	Iteration 15Q: 3 clusters Score -1.973967e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 121362 members 
Entering Unmasked Estep 
Score: -19740618.000000 Penalty: 5966.290039
	Iteration 16Q: 3 clusters Score -1.974062e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -19741362.000000 Penalty: 5966.290039
	Iteration 17Q: 3 clusters Score -1.974136e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 125679 members 
Entering Unmasked Estep 
Score: -19741998.000000 Penalty: 5966.290039
	Iteration 18Q: 3 clusters Score -1.9742e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -19742574.000000 Penalty: 5966.290039
	Iteration 19Q: 3 clusters Score -1.974257e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 129545 members 
Entering Unmasked Estep 
Score: -19743104.000000 Penalty: 5966.290039
	Iteration 20F: 3 clusters Score -1.97431e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 131341 members 
Entering Unmasked Estep 
Score: -19743676.000000 Penalty: 5966.290039
	Iteration 21Q: 3 clusters Score -1.974368e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -19744214.000000 Penalty: 5966.290039
	Iteration 22Q: 3 clusters Score -1.974421e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -19744816.000000 Penalty: 5966.290039
	Iteration 23Q: 3 clusters Score -1.974482e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 136191 members 
Entering Unmasked Estep 
Score: -19745372.000000 Penalty: 5966.290039
	Iteration 24Q: 3 clusters Score -1.974537e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 137637 members 
Entering Unmasked Estep 
Score: -19745856.000000 Penalty: 5966.290039
	Iteration 25Q: 3 clusters Score -1.974586e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 138967 members 
Entering Unmasked Estep 
Score: -19746144.000000 Penalty: 5966.290039
	Iteration 26Q: 3 clusters Score -1.974614e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 140212 members 
Entering Unmasked Estep 
Score: -19746552.000000 Penalty: 5966.290039
	Iteration 27Q: 3 clusters Score -1.974655e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 141310 members 
Entering Unmasked Estep 
Score: -19746990.000000 Penalty: 5966.290039
	Iteration 28Q: 3 clusters Score -1.974699e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 142324 members 
Entering Unmasked Estep 
Score: -19747202.000000 Penalty: 5966.290039
	Iteration 29Q: 3 clusters Score -1.97472e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -19747468.000000 Penalty: 5966.290039
	Iteration 30Q: 3 clusters Score -1.974747e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 144162 members 
Entering Unmasked Estep 
Score: -19747680.000000 Penalty: 5966.290039
	Iteration 31Q: 3 clusters Score -1.974768e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -19747794.000000 Penalty: 5966.290039
	Iteration 32Q: 3 clusters Score -1.974779e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 145640 members 
Entering Unmasked Estep 
Score: -19747946.000000 Penalty: 5966.290039
	Iteration 33Q: 3 clusters Score -1.974795e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 146274 members 
Entering Unmasked Estep 
Score: -19748028.000000 Penalty: 5966.290039
	Iteration 34Q: 3 clusters Score -1.974803e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -19748112.000000 Penalty: 5966.290039
	Iteration 35Q: 3 clusters Score -1.974811e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -19748210.000000 Penalty: 5966.290039
	Iteration 36Q: 3 clusters Score -1.974821e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -19748264.000000 Penalty: 5966.290039
	Iteration 37Q: 3 clusters Score -1.974826e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 148419 members 
Entering Unmasked Estep 
Score: -19748376.000000 Penalty: 5966.290039
	Iteration 38Q: 3 clusters Score -1.974838e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 148840 members 
Entering Unmasked Estep 
Score: -19748362.000000 Penalty: 5966.290039
	Iteration 39Q: 3 clusters Score -1.974836e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 149228 members 
Entering Unmasked Estep 
Score: -19748372.000000 Penalty: 5966.290039
	Iteration 40F: 3 clusters Score -1.974837e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 149588 members 
Entering Unmasked Estep 
Score: -19748444.000000 Penalty: 5966.290039
	Iteration 41Q: 3 clusters Score -1.974844e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 149934 members 
Entering Unmasked Estep 
Score: -19748490.000000 Penalty: 5966.290039
	Iteration 42Q: 3 clusters Score -1.974849e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -19748512.000000 Penalty: 5966.290039
	Iteration 43Q: 3 clusters Score -1.974851e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -19748578.000000 Penalty: 5966.290039
	Iteration 44Q: 3 clusters Score -1.974858e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 150913 members 
Entering Unmasked Estep 
Score: -19748668.000000 Penalty: 5966.290039
	Iteration 45Q: 3 clusters Score -1.974867e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 151238 members 
Entering Unmasked Estep 
Score: -19748676.000000 Penalty: 5966.290039
	Iteration 46Q: 3 clusters Score -1.974868e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -19748678.000000 Penalty: 5966.290039
	Iteration 47Q: 3 clusters Score -1.974868e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -19748656.000000 Penalty: 5966.290039
	Iteration 48Q: 3 clusters Score -1.974866e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -19748650.000000 Penalty: 5966.290039
	Iteration 49Q: 3 clusters Score -1.974865e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -19748676.000000 Penalty: 5966.290039
	Iteration 50Q: 3 clusters Score -1.974868e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -19748704.000000 Penalty: 5966.290039
	Iteration 51Q: 3 clusters Score -1.97487e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -19748746.000000 Penalty: 5966.290039
	Iteration 52Q: 3 clusters Score -1.974875e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -19748758.000000 Penalty: 5966.290039
	Iteration 53Q: 3 clusters Score -1.974876e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -19748748.000000 Penalty: 5966.290039
	Iteration 54Q: 3 clusters Score -1.974875e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -19748712.000000 Penalty: 5966.290039
	Iteration 55Q: 3 clusters Score -1.974871e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -19748700.000000 Penalty: 5966.290039
	Iteration 56Q: 3 clusters Score -1.97487e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -19748710.000000 Penalty: 5966.290039
	Iteration 57Q: 3 clusters Score -1.974871e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 153502 members 
Entering Unmasked Estep 
Score: -19748700.000000 Penalty: 5966.290039
	Iteration 58Q: 3 clusters Score -1.97487e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 153595 members 
Entering Unmasked Estep 
Score: -19748714.000000 Penalty: 5966.290039
	Iteration 59Q: 3 clusters Score -1.974871e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -19748726.000000 Penalty: 5966.290039
	Iteration 60F: 3 clusters Score -1.974873e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -19748770.000000 Penalty: 5966.290039
	Iteration 61Q: 3 clusters Score -1.974877e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -19748770.000000 Penalty: 5966.290039
	Iteration 62Q: 3 clusters Score -1.974877e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 154003 members 
Entering Unmasked Estep 
Score: -19748770.000000 Penalty: 5966.290039
	Iteration 63Q: 3 clusters Score -1.974877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 154095 members 
Entering Unmasked Estep 
Score: -19748750.000000 Penalty: 5966.290039
	Iteration 64Q: 3 clusters Score -1.974875e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 154170 members 
Entering Unmasked Estep 
Score: -19748748.000000 Penalty: 5966.290039
	Iteration 65Q: 3 clusters Score -1.974875e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -19748746.000000 Penalty: 5966.290039
	Iteration 66Q: 3 clusters Score -1.974875e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -19748744.000000 Penalty: 5966.290039
	Iteration 67Q: 3 clusters Score -1.974874e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 154408 members 
Entering Unmasked Estep 
Score: -19748718.000000 Penalty: 5966.290039
	Iteration 68Q: 3 clusters Score -1.974872e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -19748710.000000 Penalty: 5966.290039
	Iteration 69Q: 3 clusters Score -1.974871e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 154525 members 
Entering Unmasked Estep 
Score: -19748720.000000 Penalty: 5966.290039
	Iteration 70Q: 3 clusters Score -1.974872e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -19748738.000000 Penalty: 5966.290039
	Iteration 71Q: 3 clusters Score -1.974874e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -19748750.000000 Penalty: 5966.290039
	Iteration 72Q: 3 clusters Score -1.974875e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 154704 members 
Entering Unmasked Estep 
Score: -19748762.000000 Penalty: 5966.290039
	Iteration 73Q: 3 clusters Score -1.974876e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -19748786.000000 Penalty: 5966.290039
	Iteration 74Q: 3 clusters Score -1.974879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 154766 members 
Entering Unmasked Estep 
Score: -19748798.000000 Penalty: 5966.290039
	Iteration 75Q: 3 clusters Score -1.97488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -19748802.000000 Penalty: 5966.290039
	Iteration 76Q: 3 clusters Score -1.97488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -19748820.000000 Penalty: 5966.290039
	Iteration 77Q: 3 clusters Score -1.974882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 154853 members 
Entering Unmasked Estep 
Score: -19748822.000000 Penalty: 5966.290039
	Iteration 78Q: 3 clusters Score -1.974882e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -19748830.000000 Penalty: 5966.290039
	Iteration 79Q: 3 clusters Score -1.974883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 154905 members 
Entering Unmasked Estep 
Score: -19748832.000000 Penalty: 5966.290039
	Iteration 80F: 3 clusters Score -1.974883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 154927 members 
Entering Unmasked Estep 
Score: -19748828.000000 Penalty: 5966.290039
	Iteration 81Q: 3 clusters Score -1.974883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -19748842.000000 Penalty: 5966.290039
	Iteration 82Q: 3 clusters Score -1.974884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -19748858.000000 Penalty: 5966.290039
	Iteration 83Q: 3 clusters Score -1.974886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -19748840.000000 Penalty: 5966.290039
	Iteration 84Q: 3 clusters Score -1.974884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 154995 members 
Entering Unmasked Estep 
Score: -19748860.000000 Penalty: 5966.290039
	Iteration 85Q: 3 clusters Score -1.974886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -19748852.000000 Penalty: 5966.290039
	Iteration 86Q: 3 clusters Score -1.974885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 155027 members 
Entering Unmasked Estep 
Score: -19748856.000000 Penalty: 5966.290039
	Iteration 87Q: 3 clusters Score -1.974886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -19748856.000000 Penalty: 5966.290039
	Iteration 88Q: 3 clusters Score -1.974886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -19748868.000000 Penalty: 5966.290039
	Iteration 89Q: 3 clusters Score -1.974887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 155066 members 
Entering Unmasked Estep 
Score: -19748870.000000 Penalty: 5966.290039
	Iteration 90Q: 3 clusters Score -1.974887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -19748858.000000 Penalty: 5966.290039
	Iteration 91Q: 3 clusters Score -1.974886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 155094 members 
Entering Unmasked Estep 
Score: -19748852.000000 Penalty: 5966.290039
	Iteration 92Q: 3 clusters Score -1.974885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -19748846.000000 Penalty: 5966.290039
	Iteration 93Q: 3 clusters Score -1.974885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -19748854.000000 Penalty: 5966.290039
	Iteration 94Q: 3 clusters Score -1.974885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 155123 members 
Entering Unmasked Estep 
Score: -19748864.000000 Penalty: 5966.290039
	Iteration 95Q: 3 clusters Score -1.974886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -19748864.000000 Penalty: 5966.290039
	Iteration 96Q: 3 clusters Score -1.974886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -19748870.000000 Penalty: 5966.290039
	Iteration 97Q: 3 clusters Score -1.974887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -19748862.000000 Penalty: 5966.290039
	Iteration 98Q: 3 clusters Score -1.974886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -19748874.000000 Penalty: 5966.290039
	Iteration 99Q: 3 clusters Score -1.974887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -19748872.000000 Penalty: 5966.290039
	Iteration 100F: 3 clusters Score -1.974887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -19748878.000000 Penalty: 5966.290039
	Iteration 101Q: 3 clusters Score -1.974888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -19748880.000000 Penalty: 5966.290039
	Iteration 102Q: 3 clusters Score -1.974888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -19748878.000000 Penalty: 5966.290039
	Iteration 103Q: 3 clusters Score -1.974888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 155162 members 
Entering Unmasked Estep 
Score: -19748872.000000 Penalty: 5966.290039
	Iteration 104Q: 3 clusters Score -1.974887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 155163 members 
Entering Unmasked Estep 
Score: -19748866.000000 Penalty: 5966.290039
	Iteration 105Q: 3 clusters Score -1.974887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -19748868.000000 Penalty: 5966.290039
	Iteration 106Q: 3 clusters Score -1.974887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -19748864.000000 Penalty: 5966.290039
	Iteration 107Q: 3 clusters Score -1.974886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -19748874.000000 Penalty: 5966.290039
	Iteration 108Q: 3 clusters Score -1.974887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -19748874.000000 Penalty: 5966.290039
	Iteration 109Q: 3 clusters Score -1.974887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -19748868.000000 Penalty: 5966.290039
	Iteration 110Q: 3 clusters Score -1.974887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -19748852.000000 Penalty: 5966.290039
	Iteration 111Q: 3 clusters Score -1.974885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -19748854.000000 Penalty: 5966.290039
	Iteration 112Q: 3 clusters Score -1.974885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -19748856.000000 Penalty: 5966.290039
	Iteration 113Q: 3 clusters Score -1.974886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 155192 members 
Entering Unmasked Estep 
Score: -19748870.000000 Penalty: 5966.290039
	Iteration 114Q: 3 clusters Score -1.974887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -19748874.000000 Penalty: 5966.290039
	Iteration 115Q: 3 clusters Score -1.974887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -19748880.000000 Penalty: 5966.290039
	Iteration 116Q: 3 clusters Score -1.974888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 155196 members 
Entering Unmasked Estep 
Score: -19748884.000000 Penalty: 5966.290039
	Iteration 117Q: 3 clusters Score -1.974888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -19748874.000000 Penalty: 5966.290039
	Iteration 118Q: 3 clusters Score -1.974887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -19748874.000000 Penalty: 5966.290039
	Iteration 119F: 3 clusters Score -1.974887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 73715 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 29342 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173302 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11604 members 
Mstep: Class 34 contains 5535 members 
Mstep: Class 35 contains 155197 members 
Entering Unmasked Estep 
Score: -205541776.000000 Penalty: 124948.460938
Splitting cluster 12 changes total score from -205541248.000000 to -205541776.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (70469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Entering Unmasked Estep 
Score: -8484095.000000 Penalty: 2768.406250
	Iteration 0F: 2 clusters Score -8484095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -8436733.000000 Penalty: 5536.812500
	Iteration 0F: 3 clusters Score -8436733 nChanged 33043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8455232.000000 Penalty: 5536.812500
	Iteration 1F: 3 clusters Score -8455232 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -8456227.000000 Penalty: 5536.812500
	Iteration 2Q: 3 clusters Score -8456227 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8457619.000000 Penalty: 5536.812500
	Iteration 3Q: 3 clusters Score -8457619 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -8459403.000000 Penalty: 5536.812500
	Iteration 4F: 3 clusters Score -8459403 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8461540.000000 Penalty: 5536.812500
	Iteration 5F: 3 clusters Score -8461540 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8464005.000000 Penalty: 5536.812500
	Iteration 6F: 3 clusters Score -8464005 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -8466870.000000 Penalty: 5536.812500
	Iteration 7F: 3 clusters Score -8466870 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -8469861.000000 Penalty: 5536.812500
	Iteration 8F: 3 clusters Score -8469861 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -8473029.000000 Penalty: 5536.812500
	Iteration 9F: 3 clusters Score -8473029 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -8475937.000000 Penalty: 5536.812500
	Iteration 10Q: 3 clusters Score -8475937 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -8478186.000000 Penalty: 5536.812500
	Iteration 11Q: 3 clusters Score -8478186 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -8479554.000000 Penalty: 5536.812500
	Iteration 12Q: 3 clusters Score -8479554 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -8480344.000000 Penalty: 5536.812500
	Iteration 13Q: 3 clusters Score -8480344 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -8480867.000000 Penalty: 5536.812500
	Iteration 14Q: 3 clusters Score -8480867 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -8481264.000000 Penalty: 5536.812500
	Iteration 15Q: 3 clusters Score -8481264 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -8481555.000000 Penalty: 5536.812500
	Iteration 16Q: 3 clusters Score -8481555 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -8481777.000000 Penalty: 5536.812500
	Iteration 17Q: 3 clusters Score -8481777 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -8481896.000000 Penalty: 5536.812500
	Iteration 18Q: 3 clusters Score -8481896 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -8482036.000000 Penalty: 5536.812500
	Iteration 19Q: 3 clusters Score -8482036 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -8482133.000000 Penalty: 5536.812500
	Iteration 20F: 3 clusters Score -8482133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -8482199.000000 Penalty: 5536.812500
	Iteration 21Q: 3 clusters Score -8482199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -8482249.000000 Penalty: 5536.812500
	Iteration 22Q: 3 clusters Score -8482249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -8482278.000000 Penalty: 5536.812500
	Iteration 23Q: 3 clusters Score -8482278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -8482311.000000 Penalty: 5536.812500
	Iteration 24Q: 3 clusters Score -8482311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -8482322.000000 Penalty: 5536.812500
	Iteration 25Q: 3 clusters Score -8482322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -8482342.000000 Penalty: 5536.812500
	Iteration 26Q: 3 clusters Score -8482342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -8482365.000000 Penalty: 5536.812500
	Iteration 27Q: 3 clusters Score -8482365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -8482391.000000 Penalty: 5536.812500
	Iteration 28Q: 3 clusters Score -8482391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -8482411.000000 Penalty: 5536.812500
	Iteration 29Q: 3 clusters Score -8482411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -8482436.000000 Penalty: 5536.812500
	Iteration 30Q: 3 clusters Score -8482436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -8482442.000000 Penalty: 5536.812500
	Iteration 31Q: 3 clusters Score -8482442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -8482452.000000 Penalty: 5536.812500
	Iteration 32Q: 3 clusters Score -8482452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -8482475.000000 Penalty: 5536.812500
	Iteration 33Q: 3 clusters Score -8482475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -8482492.000000 Penalty: 5536.812500
	Iteration 34Q: 3 clusters Score -8482492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -8482517.000000 Penalty: 5536.812500
	Iteration 35Q: 3 clusters Score -8482517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -8482506.000000 Penalty: 5536.812500
	Iteration 36Q: 3 clusters Score -8482506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -8482502.000000 Penalty: 5536.812500
	Iteration 37Q: 3 clusters Score -8482502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -8482517.000000 Penalty: 5536.812500
	Iteration 38Q: 3 clusters Score -8482517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -8482533.000000 Penalty: 5536.812500
	Iteration 39Q: 3 clusters Score -8482533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -8482539.000000 Penalty: 5536.812500
	Iteration 40F: 3 clusters Score -8482539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -8482541.000000 Penalty: 5536.812500
	Iteration 41Q: 3 clusters Score -8482541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -8482552.000000 Penalty: 5536.812500
	Iteration 42Q: 3 clusters Score -8482552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -8482549.000000 Penalty: 5536.812500
	Iteration 43Q: 3 clusters Score -8482549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -8482549.000000 Penalty: 5536.812500
	Iteration 44Q: 3 clusters Score -8482549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -8482548.000000 Penalty: 5536.812500
	Iteration 45Q: 3 clusters Score -8482548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -8482554.000000 Penalty: 5536.812500
	Iteration 46Q: 3 clusters Score -8482554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -8482558.000000 Penalty: 5536.812500
	Iteration 47Q: 3 clusters Score -8482558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -8482560.000000 Penalty: 5536.812500
	Iteration 48Q: 3 clusters Score -8482560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -8482558.000000 Penalty: 5536.812500
	Iteration 49Q: 3 clusters Score -8482558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -8482558.000000 Penalty: 5536.812500
	Iteration 50Q: 3 clusters Score -8482558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -8482564.000000 Penalty: 5536.812500
	Iteration 51Q: 3 clusters Score -8482564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -8482564.000000 Penalty: 5536.812500
	Iteration 52F: 3 clusters Score -8482564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Entering Unmasked Estep 
Score: -3234272.000000 Penalty: 2549.304932
	Iteration 0F: 2 clusters Score -3234272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3214347.500000 Penalty: 5098.609863
	Iteration 0F: 3 clusters Score -3214348 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3221993.750000 Penalty: 5098.609863
	Iteration 1F: 3 clusters Score -3221994 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3222910.500000 Penalty: 5098.609863
	Iteration 2F: 3 clusters Score -3222910 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3223929.000000 Penalty: 5098.609863
	Iteration 3F: 3 clusters Score -3223929 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3224992.750000 Penalty: 5098.609863
	Iteration 4F: 3 clusters Score -3224993 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3226011.000000 Penalty: 5098.609863
	Iteration 5F: 3 clusters Score -3226011 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3227004.750000 Penalty: 5098.609863
	Iteration 6F: 3 clusters Score -3227005 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3227970.750000 Penalty: 5098.609863
	Iteration 7F: 3 clusters Score -3227971 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3228835.750000 Penalty: 5098.609863
	Iteration 8Q: 3 clusters Score -3228836 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3229559.750000 Penalty: 5098.609863
	Iteration 9Q: 3 clusters Score -3229560 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3230025.750000 Penalty: 5098.609863
	Iteration 10Q: 3 clusters Score -3230026 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3230400.250000 Penalty: 5098.609863
	Iteration 11Q: 3 clusters Score -3230400 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3230731.250000 Penalty: 5098.609863
	Iteration 12Q: 3 clusters Score -3230731 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3230963.750000 Penalty: 5098.609863
	Iteration 13Q: 3 clusters Score -3230964 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3231139.000000 Penalty: 5098.609863
	Iteration 14Q: 3 clusters Score -3231139 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3231273.250000 Penalty: 5098.609863
	Iteration 15Q: 3 clusters Score -3231273 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3231400.500000 Penalty: 5098.609863
	Iteration 16Q: 3 clusters Score -3231400 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3231528.750000 Penalty: 5098.609863
	Iteration 17Q: 3 clusters Score -3231529 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3231663.750000 Penalty: 5098.609863
	Iteration 18Q: 3 clusters Score -3231664 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3231798.750000 Penalty: 5098.609863
	Iteration 19Q: 3 clusters Score -3231799 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3231958.000000 Penalty: 5098.609863
	Iteration 20F: 3 clusters Score -3231958 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3232164.250000 Penalty: 5098.609863
	Iteration 21Q: 3 clusters Score -3232164 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3232399.000000 Penalty: 5098.609863
	Iteration 22Q: 3 clusters Score -3232399 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3232544.500000 Penalty: 5098.609863
	Iteration 23Q: 3 clusters Score -3232544 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3232667.500000 Penalty: 5098.609863
	Iteration 24Q: 3 clusters Score -3232668 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3232736.500000 Penalty: 5098.609863
	Iteration 25Q: 3 clusters Score -3232736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3232781.250000 Penalty: 5098.609863
	Iteration 26Q: 3 clusters Score -3232781 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3232833.250000 Penalty: 5098.609863
	Iteration 27Q: 3 clusters Score -3232833 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3232851.500000 Penalty: 5098.609863
	Iteration 28Q: 3 clusters Score -3232852 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3232876.750000 Penalty: 5098.609863
	Iteration 29Q: 3 clusters Score -3232877 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3232902.000000 Penalty: 5098.609863
	Iteration 30Q: 3 clusters Score -3232902 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3232915.000000 Penalty: 5098.609863
	Iteration 31Q: 3 clusters Score -3232915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3232926.750000 Penalty: 5098.609863
	Iteration 32Q: 3 clusters Score -3232927 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3232934.000000 Penalty: 5098.609863
	Iteration 33Q: 3 clusters Score -3232934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3232943.250000 Penalty: 5098.609863
	Iteration 34Q: 3 clusters Score -3232943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3232983.500000 Penalty: 5098.609863
	Iteration 35Q: 3 clusters Score -3232984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3233000.500000 Penalty: 5098.609863
	Iteration 36Q: 3 clusters Score -3233000 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3233020.000000 Penalty: 5098.609863
	Iteration 37Q: 3 clusters Score -3233020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3233020.250000 Penalty: 5098.609863
	Iteration 38Q: 3 clusters Score -3233020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3233030.500000 Penalty: 5098.609863
	Iteration 39Q: 3 clusters Score -3233030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3233046.750000 Penalty: 5098.609863
	Iteration 40F: 3 clusters Score -3233047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3233050.000000 Penalty: 5098.609863
	Iteration 41Q: 3 clusters Score -3233050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3233054.250000 Penalty: 5098.609863
	Iteration 42Q: 3 clusters Score -3233054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3233065.500000 Penalty: 5098.609863
	Iteration 43Q: 3 clusters Score -3233066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3233067.500000 Penalty: 5098.609863
	Iteration 44Q: 3 clusters Score -3233068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3233069.750000 Penalty: 5098.609863
	Iteration 45Q: 3 clusters Score -3233070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3233073.500000 Penalty: 5098.609863
	Iteration 46Q: 3 clusters Score -3233074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3233082.000000 Penalty: 5098.609863
	Iteration 47Q: 3 clusters Score -3233082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3233085.750000 Penalty: 5098.609863
	Iteration 48Q: 3 clusters Score -3233086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3233089.750000 Penalty: 5098.609863
	Iteration 49Q: 3 clusters Score -3233090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3233088.000000 Penalty: 5098.609863
	Iteration 50Q: 3 clusters Score -3233088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3233081.500000 Penalty: 5098.609863
	Iteration 51Q: 3 clusters Score -3233082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3233081.250000 Penalty: 5098.609863
	Iteration 52Q: 3 clusters Score -3233081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3233097.500000 Penalty: 5098.609863
	Iteration 53Q: 3 clusters Score -3233098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3233103.750000 Penalty: 5098.609863
	Iteration 54Q: 3 clusters Score -3233104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3233105.250000 Penalty: 5098.609863
	Iteration 55Q: 3 clusters Score -3233105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3233099.500000 Penalty: 5098.609863
	Iteration 56Q: 3 clusters Score -3233100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3233092.000000 Penalty: 5098.609863
	Iteration 57Q: 3 clusters Score -3233092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3233099.000000 Penalty: 5098.609863
	Iteration 58Q: 3 clusters Score -3233099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3233094.500000 Penalty: 5098.609863
	Iteration 59Q: 3 clusters Score -3233094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3233102.000000 Penalty: 5098.609863
	Iteration 60F: 3 clusters Score -3233102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3233102.250000 Penalty: 5098.609863
	Iteration 61Q: 3 clusters Score -3233102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3233106.750000 Penalty: 5098.609863
	Iteration 62Q: 3 clusters Score -3233107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3233116.750000 Penalty: 5098.609863
	Iteration 63Q: 3 clusters Score -3233117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3233106.250000 Penalty: 5098.609863
	Iteration 64Q: 3 clusters Score -3233106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3233105.000000 Penalty: 5098.609863
	Iteration 65Q: 3 clusters Score -3233105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3233108.000000 Penalty: 5098.609863
	Iteration 66Q: 3 clusters Score -3233108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3233122.000000 Penalty: 5098.609863
	Iteration 67Q: 3 clusters Score -3233122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3233128.000000 Penalty: 5098.609863
	Iteration 68Q: 3 clusters Score -3233128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3233136.000000 Penalty: 5098.609863
	Iteration 69Q: 3 clusters Score -3233136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3233136.750000 Penalty: 5098.609863
	Iteration 70Q: 3 clusters Score -3233137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3233139.250000 Penalty: 5098.609863
	Iteration 71Q: 3 clusters Score -3233139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3233143.250000 Penalty: 5098.609863
	Iteration 72Q: 3 clusters Score -3233143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3233145.750000 Penalty: 5098.609863
	Iteration 73Q: 3 clusters Score -3233146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3233150.750000 Penalty: 5098.609863
	Iteration 74Q: 3 clusters Score -3233151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3233154.250000 Penalty: 5098.609863
	Iteration 75Q: 3 clusters Score -3233154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3233152.500000 Penalty: 5098.609863
	Iteration 76Q: 3 clusters Score -3233152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3233150.500000 Penalty: 5098.609863
	Iteration 77Q: 3 clusters Score -3233150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3233157.250000 Penalty: 5098.609863
	Iteration 78Q: 3 clusters Score -3233157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3233160.000000 Penalty: 5098.609863
	Iteration 79Q: 3 clusters Score -3233160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3233148.000000 Penalty: 5098.609863
	Iteration 80F: 3 clusters Score -3233148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3233140.000000 Penalty: 5098.609863
	Iteration 81Q: 3 clusters Score -3233140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3233143.000000 Penalty: 5098.609863
	Iteration 82Q: 3 clusters Score -3233143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3233144.000000 Penalty: 5098.609863
	Iteration 83Q: 3 clusters Score -3233144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3233151.250000 Penalty: 5098.609863
	Iteration 84Q: 3 clusters Score -3233151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3233162.000000 Penalty: 5098.609863
	Iteration 85Q: 3 clusters Score -3233162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3233148.500000 Penalty: 5098.609863
	Iteration 86Q: 3 clusters Score -3233148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3233154.750000 Penalty: 5098.609863
	Iteration 87Q: 3 clusters Score -3233155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3233158.000000 Penalty: 5098.609863
	Iteration 88Q: 3 clusters Score -3233158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3233157.250000 Penalty: 5098.609863
	Iteration 89Q: 3 clusters Score -3233157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3233156.500000 Penalty: 5098.609863
	Iteration 90Q: 3 clusters Score -3233156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3233152.000000 Penalty: 5098.609863
	Iteration 91Q: 3 clusters Score -3233152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3233153.000000 Penalty: 5098.609863
	Iteration 92Q: 3 clusters Score -3233153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3233159.250000 Penalty: 5098.609863
	Iteration 93Q: 3 clusters Score -3233159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3233165.000000 Penalty: 5098.609863
	Iteration 94Q: 3 clusters Score -3233165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3233169.750000 Penalty: 5098.609863
	Iteration 95Q: 3 clusters Score -3233170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3233173.750000 Penalty: 5098.609863
	Iteration 96Q: 3 clusters Score -3233174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3233172.250000 Penalty: 5098.609863
	Iteration 97Q: 3 clusters Score -3233172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3233181.000000 Penalty: 5098.609863
	Iteration 98Q: 3 clusters Score -3233181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3233181.500000 Penalty: 5098.609863
	Iteration 99Q: 3 clusters Score -3233182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3233182.750000 Penalty: 5098.609863
	Iteration 100F: 3 clusters Score -3233183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3233183.250000 Penalty: 5098.609863
	Iteration 101Q: 3 clusters Score -3233183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3233190.500000 Penalty: 5098.609863
	Iteration 102Q: 3 clusters Score -3233190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3233184.750000 Penalty: 5098.609863
	Iteration 103Q: 3 clusters Score -3233185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3233188.750000 Penalty: 5098.609863
	Iteration 104Q: 3 clusters Score -3233189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3233185.000000 Penalty: 5098.609863
	Iteration 105Q: 3 clusters Score -3233185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3233190.250000 Penalty: 5098.609863
	Iteration 106Q: 3 clusters Score -3233190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3233193.000000 Penalty: 5098.609863
	Iteration 107Q: 3 clusters Score -3233193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3233190.000000 Penalty: 5098.609863
	Iteration 108Q: 3 clusters Score -3233190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3233190.750000 Penalty: 5098.609863
	Iteration 109Q: 3 clusters Score -3233191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3233200.000000 Penalty: 5098.609863
	Iteration 110Q: 3 clusters Score -3233200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3233200.000000 Penalty: 5098.609863
	Iteration 111Q: 3 clusters Score -3233200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3233198.250000 Penalty: 5098.609863
	Iteration 112Q: 3 clusters Score -3233198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3233204.750000 Penalty: 5098.609863
	Iteration 113Q: 3 clusters Score -3233205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3233198.250000 Penalty: 5098.609863
	Iteration 114Q: 3 clusters Score -3233198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3233203.750000 Penalty: 5098.609863
	Iteration 115Q: 3 clusters Score -3233204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3233200.000000 Penalty: 5098.609863
	Iteration 116Q: 3 clusters Score -3233200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3233209.750000 Penalty: 5098.609863
	Iteration 117Q: 3 clusters Score -3233210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3233214.250000 Penalty: 5098.609863
	Iteration 118Q: 3 clusters Score -3233214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3233210.500000 Penalty: 5098.609863
	Iteration 119Q: 3 clusters Score -3233210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -3233213.250000 Penalty: 5098.609863
	Iteration 120F: 3 clusters Score -3233213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3233206.500000 Penalty: 5098.609863
	Iteration 121Q: 3 clusters Score -3233206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3233206.750000 Penalty: 5098.609863
	Iteration 122Q: 3 clusters Score -3233207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3233207.750000 Penalty: 5098.609863
	Iteration 123Q: 3 clusters Score -3233208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3233215.250000 Penalty: 5098.609863
	Iteration 124Q: 3 clusters Score -3233215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3233208.000000 Penalty: 5098.609863
	Iteration 125Q: 3 clusters Score -3233208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3233217.750000 Penalty: 5098.609863
	Iteration 126Q: 3 clusters Score -3233218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3233218.750000 Penalty: 5098.609863
	Iteration 127Q: 3 clusters Score -3233219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3233217.750000 Penalty: 5098.609863
	Iteration 128Q: 3 clusters Score -3233218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3233228.750000 Penalty: 5098.609863
	Iteration 129Q: 3 clusters Score -3233229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3233223.750000 Penalty: 5098.609863
	Iteration 130Q: 3 clusters Score -3233224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3233219.250000 Penalty: 5098.609863
	Iteration 131Q: 3 clusters Score -3233219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3233226.250000 Penalty: 5098.609863
	Iteration 132Q: 3 clusters Score -3233226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3233232.500000 Penalty: 5098.609863
	Iteration 133Q: 3 clusters Score -3233232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3233224.500000 Penalty: 5098.609863
	Iteration 134Q: 3 clusters Score -3233224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3233231.750000 Penalty: 5098.609863
	Iteration 135Q: 3 clusters Score -3233232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3233232.250000 Penalty: 5098.609863
	Iteration 136Q: 3 clusters Score -3233232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3233230.250000 Penalty: 5098.609863
	Iteration 137Q: 3 clusters Score -3233230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3233230.250000 Penalty: 5098.609863
	Iteration 138Q: 3 clusters Score -3233230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3233231.250000 Penalty: 5098.609863
	Iteration 139Q: 3 clusters Score -3233231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3233231.250000 Penalty: 5098.609863
	Iteration 140F: 3 clusters Score -3233231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3233228.500000 Penalty: 5098.609863
	Iteration 141Q: 3 clusters Score -3233228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3233232.500000 Penalty: 5098.609863
	Iteration 142Q: 3 clusters Score -3233232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3233232.750000 Penalty: 5098.609863
	Iteration 143Q: 3 clusters Score -3233233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3233237.500000 Penalty: 5098.609863
	Iteration 144Q: 3 clusters Score -3233238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3233239.500000 Penalty: 5098.609863
	Iteration 145Q: 3 clusters Score -3233240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3233241.250000 Penalty: 5098.609863
	Iteration 146Q: 3 clusters Score -3233241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3233243.000000 Penalty: 5098.609863
	Iteration 147Q: 3 clusters Score -3233243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3233250.000000 Penalty: 5098.609863
	Iteration 148Q: 3 clusters Score -3233250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3233250.500000 Penalty: 5098.609863
	Iteration 149Q: 3 clusters Score -3233250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3233256.750000 Penalty: 5098.609863
	Iteration 150Q: 3 clusters Score -3233257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3233263.250000 Penalty: 5098.609863
	Iteration 151Q: 3 clusters Score -3233263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3233268.500000 Penalty: 5098.609863
	Iteration 152Q: 3 clusters Score -3233268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3233274.250000 Penalty: 5098.609863
	Iteration 153Q: 3 clusters Score -3233274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3233271.000000 Penalty: 5098.609863
	Iteration 154Q: 3 clusters Score -3233271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3233281.250000 Penalty: 5098.609863
	Iteration 155Q: 3 clusters Score -3233281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3233287.500000 Penalty: 5098.609863
	Iteration 156Q: 3 clusters Score -3233288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3233298.750000 Penalty: 5098.609863
	Iteration 157Q: 3 clusters Score -3233299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3233309.500000 Penalty: 5098.609863
	Iteration 158Q: 3 clusters Score -3233310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3233316.250000 Penalty: 5098.609863
	Iteration 159Q: 3 clusters Score -3233316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3233330.000000 Penalty: 5098.609863
	Iteration 160F: 3 clusters Score -3233330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3233332.750000 Penalty: 5098.609863
	Iteration 161Q: 3 clusters Score -3233333 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3233345.000000 Penalty: 5098.609863
	Iteration 162Q: 3 clusters Score -3233345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3233363.750000 Penalty: 5098.609863
	Iteration 163Q: 3 clusters Score -3233364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3233383.000000 Penalty: 5098.609863
	Iteration 164Q: 3 clusters Score -3233383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3233413.000000 Penalty: 5098.609863
	Iteration 165Q: 3 clusters Score -3233413 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3233442.250000 Penalty: 5098.609863
	Iteration 166Q: 3 clusters Score -3233442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3233479.750000 Penalty: 5098.609863
	Iteration 167Q: 3 clusters Score -3233480 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3233501.000000 Penalty: 5098.609863
	Iteration 168Q: 3 clusters Score -3233501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3233518.250000 Penalty: 5098.609863
	Iteration 169Q: 3 clusters Score -3233518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3233545.000000 Penalty: 5098.609863
	Iteration 170Q: 3 clusters Score -3233545 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3233580.500000 Penalty: 5098.609863
	Iteration 171Q: 3 clusters Score -3233580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3233624.000000 Penalty: 5098.609863
	Iteration 172Q: 3 clusters Score -3233624 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3233656.000000 Penalty: 5098.609863
	Iteration 173Q: 3 clusters Score -3233656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3233688.500000 Penalty: 5098.609863
	Iteration 174Q: 3 clusters Score -3233688 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3233719.000000 Penalty: 5098.609863
	Iteration 175Q: 3 clusters Score -3233719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3233762.000000 Penalty: 5098.609863
	Iteration 176Q: 3 clusters Score -3233762 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3233806.000000 Penalty: 5098.609863
	Iteration 177Q: 3 clusters Score -3233806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3233855.250000 Penalty: 5098.609863
	Iteration 178Q: 3 clusters Score -3233855 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3233909.000000 Penalty: 5098.609863
	Iteration 179Q: 3 clusters Score -3233909 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3233967.500000 Penalty: 5098.609863
	Iteration 180F: 3 clusters Score -3233968 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3234002.750000 Penalty: 5098.609863
	Iteration 181Q: 3 clusters Score -3234003 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3234038.250000 Penalty: 5098.609863
	Iteration 182Q: 3 clusters Score -3234038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3234066.000000 Penalty: 5098.609863
	Iteration 183Q: 3 clusters Score -3234066 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3234084.750000 Penalty: 5098.609863
	Iteration 184Q: 3 clusters Score -3234085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3234103.000000 Penalty: 5098.609863
	Iteration 185Q: 3 clusters Score -3234103 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3234109.000000 Penalty: 5098.609863
	Iteration 186Q: 3 clusters Score -3234109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3234118.250000 Penalty: 5098.609863
	Iteration 187Q: 3 clusters Score -3234118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3234124.000000 Penalty: 5098.609863
	Iteration 188Q: 3 clusters Score -3234124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3234147.500000 Penalty: 5098.609863
	Iteration 189Q: 3 clusters Score -3234148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3234153.500000 Penalty: 5098.609863
	Iteration 190Q: 3 clusters Score -3234154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3234165.000000 Penalty: 5098.609863
	Iteration 191Q: 3 clusters Score -3234165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3234161.500000 Penalty: 5098.609863
	Iteration 192Q: 3 clusters Score -3234162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3234164.000000 Penalty: 5098.609863
	Iteration 193Q: 3 clusters Score -3234164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3234157.750000 Penalty: 5098.609863
	Iteration 194Q: 3 clusters Score -3234158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3234157.250000 Penalty: 5098.609863
	Iteration 195Q: 3 clusters Score -3234157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3234176.250000 Penalty: 5098.609863
	Iteration 196Q: 3 clusters Score -3234176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3234177.500000 Penalty: 5098.609863
	Iteration 197Q: 3 clusters Score -3234178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3234192.500000 Penalty: 5098.609863
	Iteration 198Q: 3 clusters Score -3234192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3234195.500000 Penalty: 5098.609863
	Iteration 199Q: 3 clusters Score -3234196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3234212.250000 Penalty: 5098.609863
	Iteration 200F: 3 clusters Score -3234212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3234224.500000 Penalty: 5098.609863
	Iteration 201Q: 3 clusters Score -3234224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3234233.250000 Penalty: 5098.609863
	Iteration 202Q: 3 clusters Score -3234233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3234238.000000 Penalty: 5098.609863
	Iteration 203Q: 3 clusters Score -3234238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3234241.250000 Penalty: 5098.609863
	Iteration 204Q: 3 clusters Score -3234241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3234252.500000 Penalty: 5098.609863
	Iteration 205Q: 3 clusters Score -3234252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3234261.750000 Penalty: 5098.609863
	Iteration 206Q: 3 clusters Score -3234262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3234269.000000 Penalty: 5098.609863
	Iteration 207Q: 3 clusters Score -3234269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3234283.000000 Penalty: 5098.609863
	Iteration 208Q: 3 clusters Score -3234283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3234304.500000 Penalty: 5098.609863
	Iteration 209Q: 3 clusters Score -3234304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3234312.750000 Penalty: 5098.609863
	Iteration 210Q: 3 clusters Score -3234313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3234343.500000 Penalty: 5098.609863
	Iteration 211Q: 3 clusters Score -3234344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3234401.500000 Penalty: 5098.609863
	Iteration 212Q: 3 clusters Score -3234402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3234484.250000 Penalty: 5098.609863
	Iteration 213Q: 3 clusters Score -3234484 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3234642.250000 Penalty: 5098.609863
	Iteration 214Q: 3 clusters Score -3234642 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3234869.750000 Penalty: 5098.609863
	Iteration 215Q: 3 clusters Score -3234870 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3234992.250000 Penalty: 5098.609863
	Iteration 216Q: 3 clusters Score -3234992 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3235053.500000 Penalty: 5098.609863
	Iteration 217Q: 3 clusters Score -3235054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3235064.750000 Penalty: 5098.609863
	Iteration 218Q: 3 clusters Score -3235065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3235087.000000 Penalty: 5098.609863
	Iteration 219Q: 3 clusters Score -3235087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3235092.750000 Penalty: 5098.609863
	Iteration 220F: 3 clusters Score -3235093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3235095.250000 Penalty: 5098.609863
	Iteration 221Q: 3 clusters Score -3235095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3235091.250000 Penalty: 5098.609863
	Iteration 222Q: 3 clusters Score -3235091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3235098.500000 Penalty: 5098.609863
	Iteration 223Q: 3 clusters Score -3235098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3235099.250000 Penalty: 5098.609863
	Iteration 224Q: 3 clusters Score -3235099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3235103.750000 Penalty: 5098.609863
	Iteration 225Q: 3 clusters Score -3235104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3235096.500000 Penalty: 5098.609863
	Iteration 226Q: 3 clusters Score -3235096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3235094.250000 Penalty: 5098.609863
	Iteration 227Q: 3 clusters Score -3235094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3235098.500000 Penalty: 5098.609863
	Iteration 228Q: 3 clusters Score -3235098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3235098.500000 Penalty: 5098.609863
	Iteration 229F: 3 clusters Score -3235098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 25567 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 73715 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 29342 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173302 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11604 members 
Mstep: Class 34 contains 5535 members 
Mstep: Class 35 contains 155197 members 
Mstep: Class 36 contains 3561 members 
Entering Unmasked Estep 
Score: -205540816.000000 Penalty: 128518.421875
Splitting cluster 14 changes total score from -205541248.000000 to -205540816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (47975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Entering Unmasked Estep 
Score: -5616814.500000 Penalty: 2673.052002
	Iteration 0F: 2 clusters Score -5616814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -5584446.000000 Penalty: 5346.104004
	Iteration 0F: 3 clusters Score -5584446 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5596385.500000 Penalty: 5346.104004
	Iteration 1F: 3 clusters Score -5596386 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5596902.500000 Penalty: 5346.104004
	Iteration 2Q: 3 clusters Score -5596902 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -5597319.000000 Penalty: 5346.104004
	Iteration 3Q: 3 clusters Score -5597319 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -5597814.000000 Penalty: 5346.104004
	Iteration 4Q: 3 clusters Score -5597814 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5598344.000000 Penalty: 5346.104004
	Iteration 5Q: 3 clusters Score -5598344 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -5599085.500000 Penalty: 5346.104004
	Iteration 6Q: 3 clusters Score -5599086 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -5600135.000000 Penalty: 5346.104004
	Iteration 7Q: 3 clusters Score -5600135 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -5601562.500000 Penalty: 5346.104004
	Iteration 8F: 3 clusters Score -5601562 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -5603226.500000 Penalty: 5346.104004
	Iteration 9F: 3 clusters Score -5603226 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5604799.500000 Penalty: 5346.104004
	Iteration 10F: 3 clusters Score -5604800 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5606067.500000 Penalty: 5346.104004
	Iteration 11F: 3 clusters Score -5606068 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5606996.500000 Penalty: 5346.104004
	Iteration 12Q: 3 clusters Score -5606996 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5607592.500000 Penalty: 5346.104004
	Iteration 13Q: 3 clusters Score -5607592 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5607948.000000 Penalty: 5346.104004
	Iteration 14Q: 3 clusters Score -5607948 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -5608187.500000 Penalty: 5346.104004
	Iteration 15Q: 3 clusters Score -5608188 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -5608376.500000 Penalty: 5346.104004
	Iteration 16Q: 3 clusters Score -5608376 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5608589.000000 Penalty: 5346.104004
	Iteration 17Q: 3 clusters Score -5608589 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5608752.500000 Penalty: 5346.104004
	Iteration 18Q: 3 clusters Score -5608752 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -5608978.500000 Penalty: 5346.104004
	Iteration 19Q: 3 clusters Score -5608978 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5609260.500000 Penalty: 5346.104004
	Iteration 20F: 3 clusters Score -5609260 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5609564.000000 Penalty: 5346.104004
	Iteration 21Q: 3 clusters Score -5609564 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5609956.500000 Penalty: 5346.104004
	Iteration 22Q: 3 clusters Score -5609956 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5610472.000000 Penalty: 5346.104004
	Iteration 23Q: 3 clusters Score -5610472 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5610989.500000 Penalty: 5346.104004
	Iteration 24Q: 3 clusters Score -5610990 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -5611571.500000 Penalty: 5346.104004
	Iteration 25Q: 3 clusters Score -5611572 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -5612134.500000 Penalty: 5346.104004
	Iteration 26Q: 3 clusters Score -5612134 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -5612643.500000 Penalty: 5346.104004
	Iteration 27Q: 3 clusters Score -5612644 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5613102.000000 Penalty: 5346.104004
	Iteration 28Q: 3 clusters Score -5613102 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5613451.000000 Penalty: 5346.104004
	Iteration 29Q: 3 clusters Score -5613451 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -5613760.000000 Penalty: 5346.104004
	Iteration 30Q: 3 clusters Score -5613760 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -5613970.000000 Penalty: 5346.104004
	Iteration 31Q: 3 clusters Score -5613970 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -5614152.000000 Penalty: 5346.104004
	Iteration 32Q: 3 clusters Score -5614152 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -5614308.000000 Penalty: 5346.104004
	Iteration 33Q: 3 clusters Score -5614308 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -5614409.500000 Penalty: 5346.104004
	Iteration 34Q: 3 clusters Score -5614410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -5614489.500000 Penalty: 5346.104004
	Iteration 35Q: 3 clusters Score -5614490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5614540.500000 Penalty: 5346.104004
	Iteration 36Q: 3 clusters Score -5614540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -5614583.000000 Penalty: 5346.104004
	Iteration 37Q: 3 clusters Score -5614583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -5614637.000000 Penalty: 5346.104004
	Iteration 38Q: 3 clusters Score -5614637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5614647.000000 Penalty: 5346.104004
	Iteration 39Q: 3 clusters Score -5614647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -5614660.500000 Penalty: 5346.104004
	Iteration 40F: 3 clusters Score -5614660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -5614665.500000 Penalty: 5346.104004
	Iteration 41Q: 3 clusters Score -5614666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -5614663.000000 Penalty: 5346.104004
	Iteration 42Q: 3 clusters Score -5614663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -5614664.000000 Penalty: 5346.104004
	Iteration 43Q: 3 clusters Score -5614664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -5614669.000000 Penalty: 5346.104004
	Iteration 44Q: 3 clusters Score -5614669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -5614667.500000 Penalty: 5346.104004
	Iteration 45Q: 3 clusters Score -5614668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -5614675.000000 Penalty: 5346.104004
	Iteration 46Q: 3 clusters Score -5614675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -5614685.000000 Penalty: 5346.104004
	Iteration 47Q: 3 clusters Score -5614685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -5614690.500000 Penalty: 5346.104004
	Iteration 48Q: 3 clusters Score -5614690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -5614693.000000 Penalty: 5346.104004
	Iteration 49Q: 3 clusters Score -5614693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -5614690.000000 Penalty: 5346.104004
	Iteration 50Q: 3 clusters Score -5614690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -5614694.500000 Penalty: 5346.104004
	Iteration 51Q: 3 clusters Score -5614694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5614697.500000 Penalty: 5346.104004
	Iteration 52Q: 3 clusters Score -5614698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -5614700.000000 Penalty: 5346.104004
	Iteration 53Q: 3 clusters Score -5614700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -5614708.500000 Penalty: 5346.104004
	Iteration 54Q: 3 clusters Score -5614708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5614702.500000 Penalty: 5346.104004
	Iteration 55Q: 3 clusters Score -5614702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -5614709.000000 Penalty: 5346.104004
	Iteration 56Q: 3 clusters Score -5614709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5614717.500000 Penalty: 5346.104004
	Iteration 57Q: 3 clusters Score -5614718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5614723.500000 Penalty: 5346.104004
	Iteration 58Q: 3 clusters Score -5614724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -5614726.000000 Penalty: 5346.104004
	Iteration 59Q: 3 clusters Score -5614726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -5614731.000000 Penalty: 5346.104004
	Iteration 60F: 3 clusters Score -5614731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -5614731.000000 Penalty: 5346.104004
	Iteration 61Q: 3 clusters Score -5614731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -5614732.000000 Penalty: 5346.104004
	Iteration 62Q: 3 clusters Score -5614732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5614730.500000 Penalty: 5346.104004
	Iteration 63Q: 3 clusters Score -5614730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5614731.500000 Penalty: 5346.104004
	Iteration 64Q: 3 clusters Score -5614732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -5614739.000000 Penalty: 5346.104004
	Iteration 65Q: 3 clusters Score -5614739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -5614738.500000 Penalty: 5346.104004
	Iteration 66Q: 3 clusters Score -5614738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -5614743.500000 Penalty: 5346.104004
	Iteration 67Q: 3 clusters Score -5614744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -5614753.000000 Penalty: 5346.104004
	Iteration 68Q: 3 clusters Score -5614753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -5614753.500000 Penalty: 5346.104004
	Iteration 69Q: 3 clusters Score -5614754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -5614759.000000 Penalty: 5346.104004
	Iteration 70Q: 3 clusters Score -5614759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5614759.500000 Penalty: 5346.104004
	Iteration 71Q: 3 clusters Score -5614760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -5614759.500000 Penalty: 5346.104004
	Iteration 72Q: 3 clusters Score -5614760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -5614764.000000 Penalty: 5346.104004
	Iteration 73Q: 3 clusters Score -5614764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -5614764.000000 Penalty: 5346.104004
	Iteration 74F: 3 clusters Score -5614764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (110200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110200 members 
Entering Unmasked Estep 
Score: -13091104.000000 Penalty: 2879.292969
	Iteration 0F: 2 clusters Score -1.30911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -13017354.000000 Penalty: 5758.585938
	Iteration 0F: 3 clusters Score -1.301735e+07 nChanged 52439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -13048060.000000 Penalty: 5758.585938
	Iteration 1F: 3 clusters Score -1.304806e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -13049628.000000 Penalty: 5758.585938
	Iteration 2Q: 3 clusters Score -1.304963e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -13052068.000000 Penalty: 5758.585938
	Iteration 3Q: 3 clusters Score -1.305207e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -13055861.000000 Penalty: 5758.585938
	Iteration 4F: 3 clusters Score -1.305586e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -13060922.000000 Penalty: 5758.585938
	Iteration 5F: 3 clusters Score -1.306092e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -13066826.000000 Penalty: 5758.585938
	Iteration 6F: 3 clusters Score -1.306683e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -13073004.000000 Penalty: 5758.585938
	Iteration 7F: 3 clusters Score -1.3073e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -13078099.000000 Penalty: 5758.585938
	Iteration 8F: 3 clusters Score -1.30781e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -13081469.000000 Penalty: 5758.585938
	Iteration 9Q: 3 clusters Score -1.308147e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -13083457.000000 Penalty: 5758.585938
	Iteration 10Q: 3 clusters Score -1.308346e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -13084627.000000 Penalty: 5758.585938
	Iteration 11Q: 3 clusters Score -1.308463e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -13085376.000000 Penalty: 5758.585938
	Iteration 12Q: 3 clusters Score -1.308538e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -13085975.000000 Penalty: 5758.585938
	Iteration 13Q: 3 clusters Score -1.308598e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -13086463.000000 Penalty: 5758.585938
	Iteration 14Q: 3 clusters Score -1.308646e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -13086821.000000 Penalty: 5758.585938
	Iteration 15Q: 3 clusters Score -1.308682e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -13087191.000000 Penalty: 5758.585938
	Iteration 16Q: 3 clusters Score -1.308719e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -13087523.000000 Penalty: 5758.585938
	Iteration 17Q: 3 clusters Score -1.308752e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -13087818.000000 Penalty: 5758.585938
	Iteration 18Q: 3 clusters Score -1.308782e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -13088040.000000 Penalty: 5758.585938
	Iteration 19Q: 3 clusters Score -1.308804e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -13088257.000000 Penalty: 5758.585938
	Iteration 20F: 3 clusters Score -1.308826e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 103305 members 
Entering Unmasked Estep 
Score: -13088444.000000 Penalty: 5758.585938
	Iteration 21Q: 3 clusters Score -1.308844e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -13088537.000000 Penalty: 5758.585938
	Iteration 22Q: 3 clusters Score -1.308854e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -13088651.000000 Penalty: 5758.585938
	Iteration 23Q: 3 clusters Score -1.308865e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -13088771.000000 Penalty: 5758.585938
	Iteration 24Q: 3 clusters Score -1.308877e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -13088877.000000 Penalty: 5758.585938
	Iteration 25Q: 3 clusters Score -1.308888e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -13088931.000000 Penalty: 5758.585938
	Iteration 26Q: 3 clusters Score -1.308893e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -13088989.000000 Penalty: 5758.585938
	Iteration 27Q: 3 clusters Score -1.308899e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -13089014.000000 Penalty: 5758.585938
	Iteration 28Q: 3 clusters Score -1.308901e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -13089037.000000 Penalty: 5758.585938
	Iteration 29Q: 3 clusters Score -1.308904e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -13089034.000000 Penalty: 5758.585938
	Iteration 30Q: 3 clusters Score -1.308903e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 105955 members 
Entering Unmasked Estep 
Score: -13089059.000000 Penalty: 5758.585938
	Iteration 31Q: 3 clusters Score -1.308906e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -13089117.000000 Penalty: 5758.585938
	Iteration 32Q: 3 clusters Score -1.308912e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -13089104.000000 Penalty: 5758.585938
	Iteration 33Q: 3 clusters Score -1.30891e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -13089119.000000 Penalty: 5758.585938
	Iteration 34Q: 3 clusters Score -1.308912e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -13089114.000000 Penalty: 5758.585938
	Iteration 35Q: 3 clusters Score -1.308911e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -13089118.000000 Penalty: 5758.585938
	Iteration 36Q: 3 clusters Score -1.308912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -13089137.000000 Penalty: 5758.585938
	Iteration 37Q: 3 clusters Score -1.308914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -13089150.000000 Penalty: 5758.585938
	Iteration 38Q: 3 clusters Score -1.308915e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -13089179.000000 Penalty: 5758.585938
	Iteration 39Q: 3 clusters Score -1.308918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -13089182.000000 Penalty: 5758.585938
	Iteration 40F: 3 clusters Score -1.308918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -13089183.000000 Penalty: 5758.585938
	Iteration 41Q: 3 clusters Score -1.308918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -13089180.000000 Penalty: 5758.585938
	Iteration 42Q: 3 clusters Score -1.308918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -13089195.000000 Penalty: 5758.585938
	Iteration 43Q: 3 clusters Score -1.30892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -13089200.000000 Penalty: 5758.585938
	Iteration 44Q: 3 clusters Score -1.30892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 106839 members 
Entering Unmasked Estep 
Score: -13089216.000000 Penalty: 5758.585938
	Iteration 45Q: 3 clusters Score -1.308922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -13089212.000000 Penalty: 5758.585938
	Iteration 46Q: 3 clusters Score -1.308921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -13089219.000000 Penalty: 5758.585938
	Iteration 47Q: 3 clusters Score -1.308922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
Score: -13089226.000000 Penalty: 5758.585938
	Iteration 48Q: 3 clusters Score -1.308923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
Score: -13089221.000000 Penalty: 5758.585938
	Iteration 49Q: 3 clusters Score -1.308922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -13089236.000000 Penalty: 5758.585938
	Iteration 50Q: 3 clusters Score -1.308924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -13089252.000000 Penalty: 5758.585938
	Iteration 51Q: 3 clusters Score -1.308925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 107006 members 
Entering Unmasked Estep 
Score: -13089260.000000 Penalty: 5758.585938
	Iteration 52Q: 3 clusters Score -1.308926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -13089255.000000 Penalty: 5758.585938
	Iteration 53Q: 3 clusters Score -1.308926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 107050 members 
Entering Unmasked Estep 
Score: -13089259.000000 Penalty: 5758.585938
	Iteration 54Q: 3 clusters Score -1.308926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -13089248.000000 Penalty: 5758.585938
	Iteration 55Q: 3 clusters Score -1.308925e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -13089269.000000 Penalty: 5758.585938
	Iteration 56Q: 3 clusters Score -1.308927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -13089274.000000 Penalty: 5758.585938
	Iteration 57Q: 3 clusters Score -1.308927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -13089281.000000 Penalty: 5758.585938
	Iteration 58Q: 3 clusters Score -1.308928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -13089276.000000 Penalty: 5758.585938
	Iteration 59Q: 3 clusters Score -1.308928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 107127 members 
Entering Unmasked Estep 
Score: -13089279.000000 Penalty: 5758.585938
	Iteration 60F: 3 clusters Score -1.308928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 107138 members 
Entering Unmasked Estep 
Score: -13089283.000000 Penalty: 5758.585938
	Iteration 61Q: 3 clusters Score -1.308928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -13089281.000000 Penalty: 5758.585938
	Iteration 62Q: 3 clusters Score -1.308928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -13089289.000000 Penalty: 5758.585938
	Iteration 63Q: 3 clusters Score -1.308929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 107159 members 
Entering Unmasked Estep 
Score: -13089285.000000 Penalty: 5758.585938
	Iteration 64Q: 3 clusters Score -1.308928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 107166 members 
Entering Unmasked Estep 
Score: -13089293.000000 Penalty: 5758.585938
	Iteration 65Q: 3 clusters Score -1.308929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -13089288.000000 Penalty: 5758.585938
	Iteration 66Q: 3 clusters Score -1.308929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -13089294.000000 Penalty: 5758.585938
	Iteration 67Q: 3 clusters Score -1.308929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -13089274.000000 Penalty: 5758.585938
	Iteration 68Q: 3 clusters Score -1.308927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -13089277.000000 Penalty: 5758.585938
	Iteration 69Q: 3 clusters Score -1.308928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -13089267.000000 Penalty: 5758.585938
	Iteration 70Q: 3 clusters Score -1.308927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -13089268.000000 Penalty: 5758.585938
	Iteration 71Q: 3 clusters Score -1.308927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -13089260.000000 Penalty: 5758.585938
	Iteration 72Q: 3 clusters Score -1.308926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -13089282.000000 Penalty: 5758.585938
	Iteration 73Q: 3 clusters Score -1.308928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -13089266.000000 Penalty: 5758.585938
	Iteration 74Q: 3 clusters Score -1.308927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -13089271.000000 Penalty: 5758.585938
	Iteration 75Q: 3 clusters Score -1.308927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -13089259.000000 Penalty: 5758.585938
	Iteration 76Q: 3 clusters Score -1.308926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -13089262.000000 Penalty: 5758.585938
	Iteration 77Q: 3 clusters Score -1.308926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -13089263.000000 Penalty: 5758.585938
	Iteration 78Q: 3 clusters Score -1.308926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -13089256.000000 Penalty: 5758.585938
	Iteration 79Q: 3 clusters Score -1.308926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -13089253.000000 Penalty: 5758.585938
	Iteration 80F: 3 clusters Score -1.308925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -13089251.000000 Penalty: 5758.585938
	Iteration 81Q: 3 clusters Score -1.308925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -13089253.000000 Penalty: 5758.585938
	Iteration 82Q: 3 clusters Score -1.308925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -13089254.000000 Penalty: 5758.585938
	Iteration 83Q: 3 clusters Score -1.308925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 107248 members 
Entering Unmasked Estep 
Score: -13089258.000000 Penalty: 5758.585938
	Iteration 84Q: 3 clusters Score -1.308926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 107248 members 
Entering Unmasked Estep 
Score: -13089258.000000 Penalty: 5758.585938
	Iteration 85F: 3 clusters Score -1.308926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (73715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Entering Unmasked Estep 
Score: -8950530.000000 Penalty: 2779.574707
	Iteration 0F: 2 clusters Score -8950530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -8901095.000000 Penalty: 5559.149414
	Iteration 0F: 3 clusters Score -8901095 nChanged 34450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -8920855.000000 Penalty: 5559.149414
	Iteration 1F: 3 clusters Score -8920855 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8921617.000000 Penalty: 5559.149414
	Iteration 2Q: 3 clusters Score -8921617 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8922722.000000 Penalty: 5559.149414
	Iteration 3Q: 3 clusters Score -8922722 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8924130.000000 Penalty: 5559.149414
	Iteration 4Q: 3 clusters Score -8924130 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -8926331.000000 Penalty: 5559.149414
	Iteration 5F: 3 clusters Score -8926331 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -8929876.000000 Penalty: 5559.149414
	Iteration 6F: 3 clusters Score -8929876 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -8934467.000000 Penalty: 5559.149414
	Iteration 7F: 3 clusters Score -8934467 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -8939012.000000 Penalty: 5559.149414
	Iteration 8F: 3 clusters Score -8939012 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -8942391.000000 Penalty: 5559.149414
	Iteration 9F: 3 clusters Score -8942391 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -8944329.000000 Penalty: 5559.149414
	Iteration 10Q: 3 clusters Score -8944329 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -8945381.000000 Penalty: 5559.149414
	Iteration 11Q: 3 clusters Score -8945381 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -8945992.000000 Penalty: 5559.149414
	Iteration 12Q: 3 clusters Score -8945992 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -8946470.000000 Penalty: 5559.149414
	Iteration 13Q: 3 clusters Score -8946470 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -8946782.000000 Penalty: 5559.149414
	Iteration 14Q: 3 clusters Score -8946782 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -8947027.000000 Penalty: 5559.149414
	Iteration 15Q: 3 clusters Score -8947027 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -8947243.000000 Penalty: 5559.149414
	Iteration 16Q: 3 clusters Score -8947243 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -8947399.000000 Penalty: 5559.149414
	Iteration 17Q: 3 clusters Score -8947399 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -8947513.000000 Penalty: 5559.149414
	Iteration 18Q: 3 clusters Score -8947513 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -8947656.000000 Penalty: 5559.149414
	Iteration 19Q: 3 clusters Score -8947656 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -8947765.000000 Penalty: 5559.149414
	Iteration 20F: 3 clusters Score -8947765 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -8947829.000000 Penalty: 5559.149414
	Iteration 21Q: 3 clusters Score -8947829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -8947873.000000 Penalty: 5559.149414
	Iteration 22Q: 3 clusters Score -8947873 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -8947917.000000 Penalty: 5559.149414
	Iteration 23Q: 3 clusters Score -8947917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -8947941.000000 Penalty: 5559.149414
	Iteration 24Q: 3 clusters Score -8947941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -8947975.000000 Penalty: 5559.149414
	Iteration 25Q: 3 clusters Score -8947975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -8948011.000000 Penalty: 5559.149414
	Iteration 26Q: 3 clusters Score -8948011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -8948038.000000 Penalty: 5559.149414
	Iteration 27Q: 3 clusters Score -8948038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -8948059.000000 Penalty: 5559.149414
	Iteration 28Q: 3 clusters Score -8948059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -8948076.000000 Penalty: 5559.149414
	Iteration 29Q: 3 clusters Score -8948076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -8948072.000000 Penalty: 5559.149414
	Iteration 30Q: 3 clusters Score -8948072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -8948087.000000 Penalty: 5559.149414
	Iteration 31Q: 3 clusters Score -8948087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -8948121.000000 Penalty: 5559.149414
	Iteration 32Q: 3 clusters Score -8948121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -8948131.000000 Penalty: 5559.149414
	Iteration 33Q: 3 clusters Score -8948131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -8948142.000000 Penalty: 5559.149414
	Iteration 34Q: 3 clusters Score -8948142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -8948139.000000 Penalty: 5559.149414
	Iteration 35Q: 3 clusters Score -8948139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -8948145.000000 Penalty: 5559.149414
	Iteration 36Q: 3 clusters Score -8948145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -8948143.000000 Penalty: 5559.149414
	Iteration 37Q: 3 clusters Score -8948143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -8948142.000000 Penalty: 5559.149414
	Iteration 38Q: 3 clusters Score -8948142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -8948149.000000 Penalty: 5559.149414
	Iteration 39Q: 3 clusters Score -8948149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -8948157.000000 Penalty: 5559.149414
	Iteration 40F: 3 clusters Score -8948157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -8948156.000000 Penalty: 5559.149414
	Iteration 41Q: 3 clusters Score -8948156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -8948157.000000 Penalty: 5559.149414
	Iteration 42Q: 3 clusters Score -8948157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -8948147.000000 Penalty: 5559.149414
	Iteration 43Q: 3 clusters Score -8948147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -8948160.000000 Penalty: 5559.149414
	Iteration 44Q: 3 clusters Score -8948160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -8948161.000000 Penalty: 5559.149414
	Iteration 45Q: 3 clusters Score -8948161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -8948166.000000 Penalty: 5559.149414
	Iteration 46Q: 3 clusters Score -8948166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -8948170.000000 Penalty: 5559.149414
	Iteration 47Q: 3 clusters Score -8948170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8948177.000000 Penalty: 5559.149414
	Iteration 48Q: 3 clusters Score -8948177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -8948173.000000 Penalty: 5559.149414
	Iteration 49Q: 3 clusters Score -8948173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -8948178.000000 Penalty: 5559.149414
	Iteration 50Q: 3 clusters Score -8948178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -8948186.000000 Penalty: 5559.149414
	Iteration 51Q: 3 clusters Score -8948186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -8948193.000000 Penalty: 5559.149414
	Iteration 52Q: 3 clusters Score -8948193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -8948190.000000 Penalty: 5559.149414
	Iteration 53Q: 3 clusters Score -8948190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -8948183.000000 Penalty: 5559.149414
	Iteration 54Q: 3 clusters Score -8948183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -8948185.000000 Penalty: 5559.149414
	Iteration 55Q: 3 clusters Score -8948185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -8948184.000000 Penalty: 5559.149414
	Iteration 56Q: 3 clusters Score -8948184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -8948182.000000 Penalty: 5559.149414
	Iteration 57Q: 3 clusters Score -8948182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -8948190.000000 Penalty: 5559.149414
	Iteration 58Q: 3 clusters Score -8948190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -8948187.000000 Penalty: 5559.149414
	Iteration 59Q: 3 clusters Score -8948187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -8948187.000000 Penalty: 5559.149414
	Iteration 60F: 3 clusters Score -8948187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -415616.906250 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -415616.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -412065.687500 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -412065.7 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -412782.468750 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -412782.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -412932.781250 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -412932.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -413028.343750 Penalty: 4040.911133
	Iteration 3Q: 3 clusters Score -413028.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -413087.062500 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -413087.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -413130.812500 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -413130.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -413167.625000 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -413167.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -413205.750000 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -413205.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -413246.281250 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -413246.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413281.843750 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -413281.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -413319.437500 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -413319.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -413353.125000 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -413353.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -413390.031250 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -413390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -413421.531250 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -413421.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -413457.062500 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -413457.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -413494.937500 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -413494.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -413540.312500 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -413540.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -413585.093750 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -413585.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -413632.656250 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -413632.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -413684.437500 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -413684.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -413743.500000 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -413743.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -413793.562500 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -413793.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -413846.156250 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -413846.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -413905.093750 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -413905.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -413960.000000 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -413960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -414002.625000 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -414002.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -414038.000000 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -414038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -414069.843750 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -414069.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -414099.343750 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -414099.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -414127.937500 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -414127.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -414152.375000 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -414152.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -414164.312500 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -414164.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -414177.625000 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -414177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -414186.812500 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -414186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -414192.250000 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -414192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -414195.031250 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -414195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -414197.468750 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -414197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -414198.500000 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -414198.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -414200.593750 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -414200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -414202.156250 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -414202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -414203.281250 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -414203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -414204.812500 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -414204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -414206.781250 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -414206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -414209.250000 Penalty: 4040.911133
	Iteration 43Q: 3 clusters Score -414209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -414211.406250 Penalty: 4040.911133
	Iteration 44Q: 3 clusters Score -414211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -414214.125000 Penalty: 4040.911133
	Iteration 45Q: 3 clusters Score -414214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -414214.125000 Penalty: 4040.911133
	Iteration 46F: 3 clusters Score -414214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Entering Unmasked Estep 
Score: -2032967.375000 Penalty: 2428.581543
	Iteration 0F: 2 clusters Score -2032967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2020233.125000 Penalty: 4857.163086
	Iteration 0F: 3 clusters Score -2020233 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2024838.500000 Penalty: 4857.163086
	Iteration 1F: 3 clusters Score -2024838 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2025781.500000 Penalty: 4857.163086
	Iteration 2F: 3 clusters Score -2025782 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2026806.500000 Penalty: 4857.163086
	Iteration 3F: 3 clusters Score -2026806 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2027779.250000 Penalty: 4857.163086
	Iteration 4F: 3 clusters Score -2027779 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2028637.750000 Penalty: 4857.163086
	Iteration 5F: 3 clusters Score -2028638 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2029386.250000 Penalty: 4857.163086
	Iteration 6F: 3 clusters Score -2029386 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2029911.125000 Penalty: 4857.163086
	Iteration 7Q: 3 clusters Score -2029911 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2030259.250000 Penalty: 4857.163086
	Iteration 8Q: 3 clusters Score -2030259 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2030494.875000 Penalty: 4857.163086
	Iteration 9Q: 3 clusters Score -2030495 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2030693.625000 Penalty: 4857.163086
	Iteration 10Q: 3 clusters Score -2030694 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2030842.375000 Penalty: 4857.163086
	Iteration 11Q: 3 clusters Score -2030842 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2030973.625000 Penalty: 4857.163086
	Iteration 12Q: 3 clusters Score -2030974 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2031096.750000 Penalty: 4857.163086
	Iteration 13Q: 3 clusters Score -2031097 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2031205.250000 Penalty: 4857.163086
	Iteration 14Q: 3 clusters Score -2031205 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2031298.750000 Penalty: 4857.163086
	Iteration 15Q: 3 clusters Score -2031299 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2031400.875000 Penalty: 4857.163086
	Iteration 16Q: 3 clusters Score -2031401 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2031481.750000 Penalty: 4857.163086
	Iteration 17Q: 3 clusters Score -2031482 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2031548.125000 Penalty: 4857.163086
	Iteration 18Q: 3 clusters Score -2031548 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2031622.875000 Penalty: 4857.163086
	Iteration 19Q: 3 clusters Score -2031623 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2031678.375000 Penalty: 4857.163086
	Iteration 20F: 3 clusters Score -2031678 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2031717.375000 Penalty: 4857.163086
	Iteration 21Q: 3 clusters Score -2031717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2031747.875000 Penalty: 4857.163086
	Iteration 22Q: 3 clusters Score -2031748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2031776.125000 Penalty: 4857.163086
	Iteration 23Q: 3 clusters Score -2031776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2031794.125000 Penalty: 4857.163086
	Iteration 24Q: 3 clusters Score -2031794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2031821.250000 Penalty: 4857.163086
	Iteration 25Q: 3 clusters Score -2031821 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2031837.750000 Penalty: 4857.163086
	Iteration 26Q: 3 clusters Score -2031838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2031851.500000 Penalty: 4857.163086
	Iteration 27Q: 3 clusters Score -2031852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2031869.000000 Penalty: 4857.163086
	Iteration 28Q: 3 clusters Score -2031869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2031880.125000 Penalty: 4857.163086
	Iteration 29Q: 3 clusters Score -2031880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2031890.750000 Penalty: 4857.163086
	Iteration 30Q: 3 clusters Score -2031891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2031903.875000 Penalty: 4857.163086
	Iteration 31Q: 3 clusters Score -2031904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2031911.500000 Penalty: 4857.163086
	Iteration 32Q: 3 clusters Score -2031912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2031922.125000 Penalty: 4857.163086
	Iteration 33Q: 3 clusters Score -2031922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2031928.875000 Penalty: 4857.163086
	Iteration 34Q: 3 clusters Score -2031929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2031939.125000 Penalty: 4857.163086
	Iteration 35Q: 3 clusters Score -2031939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2031941.625000 Penalty: 4857.163086
	Iteration 36Q: 3 clusters Score -2031942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2031945.500000 Penalty: 4857.163086
	Iteration 37Q: 3 clusters Score -2031946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2031947.875000 Penalty: 4857.163086
	Iteration 38Q: 3 clusters Score -2031948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2031953.250000 Penalty: 4857.163086
	Iteration 39Q: 3 clusters Score -2031953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2031957.500000 Penalty: 4857.163086
	Iteration 40F: 3 clusters Score -2031958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2031957.000000 Penalty: 4857.163086
	Iteration 41Q: 3 clusters Score -2031957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2031956.750000 Penalty: 4857.163086
	Iteration 42Q: 3 clusters Score -2031957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2031957.750000 Penalty: 4857.163086
	Iteration 43Q: 3 clusters Score -2031958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2031955.125000 Penalty: 4857.163086
	Iteration 44Q: 3 clusters Score -2031955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2031957.875000 Penalty: 4857.163086
	Iteration 45Q: 3 clusters Score -2031958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2031959.500000 Penalty: 4857.163086
	Iteration 46Q: 3 clusters Score -2031960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2031959.500000 Penalty: 4857.163086
	Iteration 47Q: 3 clusters Score -2031960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2031964.000000 Penalty: 4857.163086
	Iteration 48Q: 3 clusters Score -2031964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2031967.375000 Penalty: 4857.163086
	Iteration 49Q: 3 clusters Score -2031967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2031971.000000 Penalty: 4857.163086
	Iteration 50Q: 3 clusters Score -2031971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2031970.375000 Penalty: 4857.163086
	Iteration 51Q: 3 clusters Score -2031970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2031974.875000 Penalty: 4857.163086
	Iteration 52Q: 3 clusters Score -2031975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2031975.375000 Penalty: 4857.163086
	Iteration 53Q: 3 clusters Score -2031975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2031973.250000 Penalty: 4857.163086
	Iteration 54Q: 3 clusters Score -2031973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2031977.125000 Penalty: 4857.163086
	Iteration 55Q: 3 clusters Score -2031977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2031973.125000 Penalty: 4857.163086
	Iteration 56Q: 3 clusters Score -2031973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2031976.875000 Penalty: 4857.163086
	Iteration 57Q: 3 clusters Score -2031977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2031980.500000 Penalty: 4857.163086
	Iteration 58Q: 3 clusters Score -2031980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2031978.250000 Penalty: 4857.163086
	Iteration 59Q: 3 clusters Score -2031978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2031977.500000 Penalty: 4857.163086
	Iteration 60F: 3 clusters Score -2031978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2031980.125000 Penalty: 4857.163086
	Iteration 61Q: 3 clusters Score -2031980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2031981.250000 Penalty: 4857.163086
	Iteration 62Q: 3 clusters Score -2031981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2031983.125000 Penalty: 4857.163086
	Iteration 63Q: 3 clusters Score -2031983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2031988.625000 Penalty: 4857.163086
	Iteration 64Q: 3 clusters Score -2031989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2031989.875000 Penalty: 4857.163086
	Iteration 65Q: 3 clusters Score -2031990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2031991.250000 Penalty: 4857.163086
	Iteration 66Q: 3 clusters Score -2031991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2031992.250000 Penalty: 4857.163086
	Iteration 67Q: 3 clusters Score -2031992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2031999.125000 Penalty: 4857.163086
	Iteration 68Q: 3 clusters Score -2031999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2032002.250000 Penalty: 4857.163086
	Iteration 69Q: 3 clusters Score -2032002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2032003.375000 Penalty: 4857.163086
	Iteration 70Q: 3 clusters Score -2032003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2032012.375000 Penalty: 4857.163086
	Iteration 71Q: 3 clusters Score -2032012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2032009.250000 Penalty: 4857.163086
	Iteration 72Q: 3 clusters Score -2032009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2032012.000000 Penalty: 4857.163086
	Iteration 73Q: 3 clusters Score -2032012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2032020.000000 Penalty: 4857.163086
	Iteration 74Q: 3 clusters Score -2032020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2032020.125000 Penalty: 4857.163086
	Iteration 75Q: 3 clusters Score -2032020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2032024.875000 Penalty: 4857.163086
	Iteration 76Q: 3 clusters Score -2032025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2032027.750000 Penalty: 4857.163086
	Iteration 77Q: 3 clusters Score -2032028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2032028.625000 Penalty: 4857.163086
	Iteration 78Q: 3 clusters Score -2032029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2032034.125000 Penalty: 4857.163086
	Iteration 79Q: 3 clusters Score -2032034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2032039.250000 Penalty: 4857.163086
	Iteration 80F: 3 clusters Score -2032039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2032040.250000 Penalty: 4857.163086
	Iteration 81Q: 3 clusters Score -2032040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2032042.375000 Penalty: 4857.163086
	Iteration 82Q: 3 clusters Score -2032042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2032042.375000 Penalty: 4857.163086
	Iteration 83Q: 3 clusters Score -2032042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2032044.250000 Penalty: 4857.163086
	Iteration 84Q: 3 clusters Score -2032044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2032051.250000 Penalty: 4857.163086
	Iteration 85Q: 3 clusters Score -2032051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2032045.875000 Penalty: 4857.163086
	Iteration 86Q: 3 clusters Score -2032046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2032046.000000 Penalty: 4857.163086
	Iteration 87Q: 3 clusters Score -2032046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2032045.875000 Penalty: 4857.163086
	Iteration 88Q: 3 clusters Score -2032046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2032045.250000 Penalty: 4857.163086
	Iteration 89Q: 3 clusters Score -2032045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2032047.000000 Penalty: 4857.163086
	Iteration 90Q: 3 clusters Score -2032047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2032047.375000 Penalty: 4857.163086
	Iteration 91Q: 3 clusters Score -2032047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2032047.500000 Penalty: 4857.163086
	Iteration 92Q: 3 clusters Score -2032048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2032046.625000 Penalty: 4857.163086
	Iteration 93Q: 3 clusters Score -2032047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2032046.625000 Penalty: 4857.163086
	Iteration 94F: 3 clusters Score -2032047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Entering Unmasked Estep 
Score: -3310979.500000 Penalty: 2551.120361
	Iteration 0F: 2 clusters Score -3310980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3290865.500000 Penalty: 5102.240723
	Iteration 0F: 3 clusters Score -3290866 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3298405.500000 Penalty: 5102.240723
	Iteration 1F: 3 clusters Score -3298406 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3299346.750000 Penalty: 5102.240723
	Iteration 2F: 3 clusters Score -3299347 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3300411.750000 Penalty: 5102.240723
	Iteration 3F: 3 clusters Score -3300412 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3301582.500000 Penalty: 5102.240723
	Iteration 4F: 3 clusters Score -3301582 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3302993.500000 Penalty: 5102.240723
	Iteration 5F: 3 clusters Score -3302994 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3304575.750000 Penalty: 5102.240723
	Iteration 6F: 3 clusters Score -3304576 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3306156.750000 Penalty: 5102.240723
	Iteration 7F: 3 clusters Score -3306157 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3307425.000000 Penalty: 5102.240723
	Iteration 8F: 3 clusters Score -3307425 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3308185.500000 Penalty: 5102.240723
	Iteration 9Q: 3 clusters Score -3308186 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3308630.000000 Penalty: 5102.240723
	Iteration 10Q: 3 clusters Score -3308630 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3308852.000000 Penalty: 5102.240723
	Iteration 11Q: 3 clusters Score -3308852 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3309030.500000 Penalty: 5102.240723
	Iteration 12Q: 3 clusters Score -3309030 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3309179.750000 Penalty: 5102.240723
	Iteration 13Q: 3 clusters Score -3309180 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3309283.750000 Penalty: 5102.240723
	Iteration 14Q: 3 clusters Score -3309284 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3309362.000000 Penalty: 5102.240723
	Iteration 15Q: 3 clusters Score -3309362 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3309434.000000 Penalty: 5102.240723
	Iteration 16Q: 3 clusters Score -3309434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3309479.750000 Penalty: 5102.240723
	Iteration 17Q: 3 clusters Score -3309480 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3309503.000000 Penalty: 5102.240723
	Iteration 18Q: 3 clusters Score -3309503 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3309544.500000 Penalty: 5102.240723
	Iteration 19Q: 3 clusters Score -3309544 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3309562.750000 Penalty: 5102.240723
	Iteration 20F: 3 clusters Score -3309563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3309556.500000 Penalty: 5102.240723
	Iteration 21Q: 3 clusters Score -3309556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3309580.750000 Penalty: 5102.240723
	Iteration 22Q: 3 clusters Score -3309581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3309578.500000 Penalty: 5102.240723
	Iteration 23Q: 3 clusters Score -3309578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3309588.000000 Penalty: 5102.240723
	Iteration 24Q: 3 clusters Score -3309588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3309602.250000 Penalty: 5102.240723
	Iteration 25Q: 3 clusters Score -3309602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3309606.250000 Penalty: 5102.240723
	Iteration 26Q: 3 clusters Score -3309606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3309617.250000 Penalty: 5102.240723
	Iteration 27Q: 3 clusters Score -3309617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3309611.000000 Penalty: 5102.240723
	Iteration 28Q: 3 clusters Score -3309611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3309601.000000 Penalty: 5102.240723
	Iteration 29Q: 3 clusters Score -3309601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3309606.000000 Penalty: 5102.240723
	Iteration 30Q: 3 clusters Score -3309606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3309619.000000 Penalty: 5102.240723
	Iteration 31Q: 3 clusters Score -3309619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3309618.250000 Penalty: 5102.240723
	Iteration 32Q: 3 clusters Score -3309618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3309624.500000 Penalty: 5102.240723
	Iteration 33Q: 3 clusters Score -3309624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3309622.000000 Penalty: 5102.240723
	Iteration 34Q: 3 clusters Score -3309622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3309623.250000 Penalty: 5102.240723
	Iteration 35Q: 3 clusters Score -3309623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3309621.750000 Penalty: 5102.240723
	Iteration 36Q: 3 clusters Score -3309622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3309623.000000 Penalty: 5102.240723
	Iteration 37Q: 3 clusters Score -3309623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3309623.500000 Penalty: 5102.240723
	Iteration 38Q: 3 clusters Score -3309624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3309623.750000 Penalty: 5102.240723
	Iteration 39Q: 3 clusters Score -3309624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3309625.500000 Penalty: 5102.240723
	Iteration 40F: 3 clusters Score -3309626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3309624.500000 Penalty: 5102.240723
	Iteration 41Q: 3 clusters Score -3309624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3309624.500000 Penalty: 5102.240723
	Iteration 42Q: 3 clusters Score -3309624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3309624.500000 Penalty: 5102.240723
	Iteration 43F: 3 clusters Score -3309624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -124239.945312 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -124239.9 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 587 members 
Entering Unmasked Estep 
Score: -122266.101562 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -122266.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122877.679688 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -122877.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123119.640625 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -123119.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123246.117188 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -123246.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123413.898438 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -123413.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123720.015625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -123720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124020.882812 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -124020.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -124204.945312 Penalty: 3509.181641
	Iteration 7F: 3 clusters Score -124204.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124343.570312 Penalty: 3509.181641
	Iteration 8F: 3 clusters Score -124343.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -124437.335938 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -124437.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -124497.687500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -124497.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -124532.179688 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -124532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -124555.523438 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -124555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -124568.882812 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -124568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -124581.421875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -124581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -124590.117188 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -124590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -124593.468750 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -124593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -124593.468750 Penalty: 3509.181641
	Iteration 17F: 3 clusters Score -124593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 73715 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 29342 members 
Mstep: Class 21 contains 898 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173302 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11604 members 
Mstep: Class 34 contains 5535 members 
Mstep: Class 35 contains 155197 members 
Mstep: Class 36 contains 284 members 
Entering Unmasked Estep 
Score: -205540224.000000 Penalty: 128518.421875
Splitting cluster 21 changes total score from -205541248.000000 to -205540224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (19482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Entering Unmasked Estep 
Score: -2173395.000000 Penalty: 2449.556885
	Iteration 0F: 2 clusters Score -2173395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2159702.000000 Penalty: 4899.113770
	Iteration 0F: 3 clusters Score -2159702 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2164587.750000 Penalty: 4899.113770
	Iteration 1F: 3 clusters Score -2164588 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2165171.000000 Penalty: 4899.113770
	Iteration 2F: 3 clusters Score -2165171 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2165682.250000 Penalty: 4899.113770
	Iteration 3F: 3 clusters Score -2165682 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2166184.750000 Penalty: 4899.113770
	Iteration 4F: 3 clusters Score -2166185 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2166682.250000 Penalty: 4899.113770
	Iteration 5F: 3 clusters Score -2166682 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2167209.500000 Penalty: 4899.113770
	Iteration 6Q: 3 clusters Score -2167210 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2167766.500000 Penalty: 4899.113770
	Iteration 7F: 3 clusters Score -2167766 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2168304.500000 Penalty: 4899.113770
	Iteration 8Q: 3 clusters Score -2168304 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2168807.750000 Penalty: 4899.113770
	Iteration 9Q: 3 clusters Score -2168808 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2169237.000000 Penalty: 4899.113770
	Iteration 10Q: 3 clusters Score -2169237 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2169616.750000 Penalty: 4899.113770
	Iteration 11Q: 3 clusters Score -2169617 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2169976.000000 Penalty: 4899.113770
	Iteration 12Q: 3 clusters Score -2169976 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2170307.000000 Penalty: 4899.113770
	Iteration 13Q: 3 clusters Score -2170307 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2170641.750000 Penalty: 4899.113770
	Iteration 14Q: 3 clusters Score -2170642 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2170948.500000 Penalty: 4899.113770
	Iteration 15Q: 3 clusters Score -2170948 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2171147.000000 Penalty: 4899.113770
	Iteration 16Q: 3 clusters Score -2171147 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2171265.750000 Penalty: 4899.113770
	Iteration 17Q: 3 clusters Score -2171266 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2171342.500000 Penalty: 4899.113770
	Iteration 18Q: 3 clusters Score -2171342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2171416.250000 Penalty: 4899.113770
	Iteration 19Q: 3 clusters Score -2171416 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2171486.750000 Penalty: 4899.113770
	Iteration 20F: 3 clusters Score -2171487 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2171540.250000 Penalty: 4899.113770
	Iteration 21Q: 3 clusters Score -2171540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2171593.000000 Penalty: 4899.113770
	Iteration 22Q: 3 clusters Score -2171593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2171645.250000 Penalty: 4899.113770
	Iteration 23Q: 3 clusters Score -2171645 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2171705.750000 Penalty: 4899.113770
	Iteration 24Q: 3 clusters Score -2171706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2171763.750000 Penalty: 4899.113770
	Iteration 25Q: 3 clusters Score -2171764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2171813.000000 Penalty: 4899.113770
	Iteration 26Q: 3 clusters Score -2171813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2171860.750000 Penalty: 4899.113770
	Iteration 27Q: 3 clusters Score -2171861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2171895.250000 Penalty: 4899.113770
	Iteration 28Q: 3 clusters Score -2171895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2171941.750000 Penalty: 4899.113770
	Iteration 29Q: 3 clusters Score -2171942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2171992.500000 Penalty: 4899.113770
	Iteration 30Q: 3 clusters Score -2171992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2172027.250000 Penalty: 4899.113770
	Iteration 31Q: 3 clusters Score -2172027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2172045.000000 Penalty: 4899.113770
	Iteration 32Q: 3 clusters Score -2172045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2172050.250000 Penalty: 4899.113770
	Iteration 33Q: 3 clusters Score -2172050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2172055.000000 Penalty: 4899.113770
	Iteration 34Q: 3 clusters Score -2172055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2172063.750000 Penalty: 4899.113770
	Iteration 35Q: 3 clusters Score -2172064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2172068.750000 Penalty: 4899.113770
	Iteration 36Q: 3 clusters Score -2172069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2172074.500000 Penalty: 4899.113770
	Iteration 37Q: 3 clusters Score -2172074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2172073.750000 Penalty: 4899.113770
	Iteration 38Q: 3 clusters Score -2172074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2172075.000000 Penalty: 4899.113770
	Iteration 39Q: 3 clusters Score -2172075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2172075.000000 Penalty: 4899.113770
	Iteration 40F: 3 clusters Score -2172075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2172080.250000 Penalty: 4899.113770
	Iteration 41Q: 3 clusters Score -2172080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2172080.500000 Penalty: 4899.113770
	Iteration 42Q: 3 clusters Score -2172080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2172084.250000 Penalty: 4899.113770
	Iteration 43Q: 3 clusters Score -2172084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2172091.500000 Penalty: 4899.113770
	Iteration 44Q: 3 clusters Score -2172092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2172100.000000 Penalty: 4899.113770
	Iteration 45Q: 3 clusters Score -2172100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2172103.000000 Penalty: 4899.113770
	Iteration 46Q: 3 clusters Score -2172103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2172108.500000 Penalty: 4899.113770
	Iteration 47Q: 3 clusters Score -2172108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2172110.000000 Penalty: 4899.113770
	Iteration 48Q: 3 clusters Score -2172110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2172107.000000 Penalty: 4899.113770
	Iteration 49Q: 3 clusters Score -2172107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2172113.750000 Penalty: 4899.113770
	Iteration 50Q: 3 clusters Score -2172114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2172119.250000 Penalty: 4899.113770
	Iteration 51Q: 3 clusters Score -2172119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2172118.750000 Penalty: 4899.113770
	Iteration 52Q: 3 clusters Score -2172119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2172125.250000 Penalty: 4899.113770
	Iteration 53Q: 3 clusters Score -2172125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2172125.500000 Penalty: 4899.113770
	Iteration 54Q: 3 clusters Score -2172126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2172124.750000 Penalty: 4899.113770
	Iteration 55Q: 3 clusters Score -2172125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2172124.250000 Penalty: 4899.113770
	Iteration 56Q: 3 clusters Score -2172124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2172125.000000 Penalty: 4899.113770
	Iteration 57Q: 3 clusters Score -2172125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2172125.000000 Penalty: 4899.113770
	Iteration 58Q: 3 clusters Score -2172125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2172125.000000 Penalty: 4899.113770
	Iteration 59Q: 3 clusters Score -2172125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2172125.000000 Penalty: 4899.113770
	Iteration 60F: 3 clusters Score -2172125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -875885.125000 Penalty: 2212.024414
	Iteration 0F: 2 clusters Score -875885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -869914.750000 Penalty: 4424.048828
	Iteration 0F: 3 clusters Score -869914.8 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -872000.875000 Penalty: 4424.048828
	Iteration 1F: 3 clusters Score -872000.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -872760.312500 Penalty: 4424.048828
	Iteration 2F: 3 clusters Score -872760.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -873370.375000 Penalty: 4424.048828
	Iteration 3F: 3 clusters Score -873370.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -873899.562500 Penalty: 4424.048828
	Iteration 4F: 3 clusters Score -873899.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -874307.187500 Penalty: 4424.048828
	Iteration 5F: 3 clusters Score -874307.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -874648.625000 Penalty: 4424.048828
	Iteration 6F: 3 clusters Score -874648.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -874917.062500 Penalty: 4424.048828
	Iteration 7Q: 3 clusters Score -874917.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -875110.125000 Penalty: 4424.048828
	Iteration 8Q: 3 clusters Score -875110.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -875253.937500 Penalty: 4424.048828
	Iteration 9Q: 3 clusters Score -875253.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -875360.312500 Penalty: 4424.048828
	Iteration 10Q: 3 clusters Score -875360.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -875436.312500 Penalty: 4424.048828
	Iteration 11Q: 3 clusters Score -875436.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -875502.312500 Penalty: 4424.048828
	Iteration 12Q: 3 clusters Score -875502.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -875559.125000 Penalty: 4424.048828
	Iteration 13Q: 3 clusters Score -875559.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -875591.125000 Penalty: 4424.048828
	Iteration 14Q: 3 clusters Score -875591.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -875613.000000 Penalty: 4424.048828
	Iteration 15Q: 3 clusters Score -875613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -875618.937500 Penalty: 4424.048828
	Iteration 16Q: 3 clusters Score -875618.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -875621.375000 Penalty: 4424.048828
	Iteration 17Q: 3 clusters Score -875621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -875625.625000 Penalty: 4424.048828
	Iteration 18Q: 3 clusters Score -875625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -875630.187500 Penalty: 4424.048828
	Iteration 19Q: 3 clusters Score -875630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -875633.125000 Penalty: 4424.048828
	Iteration 20F: 3 clusters Score -875633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -875633.187500 Penalty: 4424.048828
	Iteration 21Q: 3 clusters Score -875633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -875634.125000 Penalty: 4424.048828
	Iteration 22Q: 3 clusters Score -875634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -875634.812500 Penalty: 4424.048828
	Iteration 23Q: 3 clusters Score -875634.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -875634.812500 Penalty: 4424.048828
	Iteration 24F: 3 clusters Score -875634.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Entering Unmasked Estep 
Score: -4886445.500000 Penalty: 2635.344238
	Iteration 0F: 2 clusters Score -4886446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4858570.000000 Penalty: 5270.688477
	Iteration 0F: 3 clusters Score -4858570 nChanged 18836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -4869068.500000 Penalty: 5270.688477
	Iteration 1F: 3 clusters Score -4869068 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -4869815.000000 Penalty: 5270.688477
	Iteration 2Q: 3 clusters Score -4869815 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4870656.500000 Penalty: 5270.688477
	Iteration 3Q: 3 clusters Score -4870656 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4871637.000000 Penalty: 5270.688477
	Iteration 4Q: 3 clusters Score -4871637 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4872875.500000 Penalty: 5270.688477
	Iteration 5F: 3 clusters Score -4872876 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4874362.500000 Penalty: 5270.688477
	Iteration 6F: 3 clusters Score -4874362 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4876014.000000 Penalty: 5270.688477
	Iteration 7F: 3 clusters Score -4876014 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4877757.500000 Penalty: 5270.688477
	Iteration 8F: 3 clusters Score -4877758 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4879423.000000 Penalty: 5270.688477
	Iteration 9F: 3 clusters Score -4879423 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -4880812.000000 Penalty: 5270.688477
	Iteration 10Q: 3 clusters Score -4880812 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4881768.500000 Penalty: 5270.688477
	Iteration 11Q: 3 clusters Score -4881768 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -4882308.000000 Penalty: 5270.688477
	Iteration 12Q: 3 clusters Score -4882308 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -4882628.500000 Penalty: 5270.688477
	Iteration 13Q: 3 clusters Score -4882628 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4882852.500000 Penalty: 5270.688477
	Iteration 14Q: 3 clusters Score -4882852 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4883017.000000 Penalty: 5270.688477
	Iteration 15Q: 3 clusters Score -4883017 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4883138.500000 Penalty: 5270.688477
	Iteration 16Q: 3 clusters Score -4883138 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4883228.000000 Penalty: 5270.688477
	Iteration 17Q: 3 clusters Score -4883228 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4883293.000000 Penalty: 5270.688477
	Iteration 18Q: 3 clusters Score -4883293 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4883346.000000 Penalty: 5270.688477
	Iteration 19Q: 3 clusters Score -4883346 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4883378.000000 Penalty: 5270.688477
	Iteration 20F: 3 clusters Score -4883378 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4883428.500000 Penalty: 5270.688477
	Iteration 21Q: 3 clusters Score -4883428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4883485.500000 Penalty: 5270.688477
	Iteration 22Q: 3 clusters Score -4883486 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4883539.000000 Penalty: 5270.688477
	Iteration 23Q: 3 clusters Score -4883539 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4883550.000000 Penalty: 5270.688477
	Iteration 24Q: 3 clusters Score -4883550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4883570.000000 Penalty: 5270.688477
	Iteration 25Q: 3 clusters Score -4883570 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4883604.000000 Penalty: 5270.688477
	Iteration 26Q: 3 clusters Score -4883604 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4883613.000000 Penalty: 5270.688477
	Iteration 27Q: 3 clusters Score -4883613 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4883614.000000 Penalty: 5270.688477
	Iteration 28Q: 3 clusters Score -4883614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4883613.500000 Penalty: 5270.688477
	Iteration 29Q: 3 clusters Score -4883614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4883625.000000 Penalty: 5270.688477
	Iteration 30Q: 3 clusters Score -4883625 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4883642.000000 Penalty: 5270.688477
	Iteration 31Q: 3 clusters Score -4883642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4883661.000000 Penalty: 5270.688477
	Iteration 32Q: 3 clusters Score -4883661 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4883679.000000 Penalty: 5270.688477
	Iteration 33Q: 3 clusters Score -4883679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4883679.000000 Penalty: 5270.688477
	Iteration 34Q: 3 clusters Score -4883679 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4883697.500000 Penalty: 5270.688477
	Iteration 35Q: 3 clusters Score -4883698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4883698.000000 Penalty: 5270.688477
	Iteration 36Q: 3 clusters Score -4883698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4883701.500000 Penalty: 5270.688477
	Iteration 37Q: 3 clusters Score -4883702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4883713.500000 Penalty: 5270.688477
	Iteration 38Q: 3 clusters Score -4883714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4883721.500000 Penalty: 5270.688477
	Iteration 39Q: 3 clusters Score -4883722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4883737.000000 Penalty: 5270.688477
	Iteration 40F: 3 clusters Score -4883737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4883758.500000 Penalty: 5270.688477
	Iteration 41Q: 3 clusters Score -4883758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4883770.000000 Penalty: 5270.688477
	Iteration 42Q: 3 clusters Score -4883770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4883783.500000 Penalty: 5270.688477
	Iteration 43Q: 3 clusters Score -4883784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4883807.500000 Penalty: 5270.688477
	Iteration 44Q: 3 clusters Score -4883808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -4883833.000000 Penalty: 5270.688477
	Iteration 45Q: 3 clusters Score -4883833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4883837.000000 Penalty: 5270.688477
	Iteration 46Q: 3 clusters Score -4883837 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4883836.500000 Penalty: 5270.688477
	Iteration 47Q: 3 clusters Score -4883836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4883848.500000 Penalty: 5270.688477
	Iteration 48Q: 3 clusters Score -4883848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -4883862.000000 Penalty: 5270.688477
	Iteration 49Q: 3 clusters Score -4883862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4883872.000000 Penalty: 5270.688477
	Iteration 50Q: 3 clusters Score -4883872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4883879.000000 Penalty: 5270.688477
	Iteration 51Q: 3 clusters Score -4883879 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4883887.500000 Penalty: 5270.688477
	Iteration 52Q: 3 clusters Score -4883888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4883875.500000 Penalty: 5270.688477
	Iteration 53Q: 3 clusters Score -4883876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4883866.000000 Penalty: 5270.688477
	Iteration 54Q: 3 clusters Score -4883866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4883874.500000 Penalty: 5270.688477
	Iteration 55Q: 3 clusters Score -4883874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4883884.500000 Penalty: 5270.688477
	Iteration 56Q: 3 clusters Score -4883884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4883877.000000 Penalty: 5270.688477
	Iteration 57Q: 3 clusters Score -4883877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4883890.500000 Penalty: 5270.688477
	Iteration 58Q: 3 clusters Score -4883890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4883905.500000 Penalty: 5270.688477
	Iteration 59Q: 3 clusters Score -4883906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4883896.500000 Penalty: 5270.688477
	Iteration 60F: 3 clusters Score -4883896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4883902.500000 Penalty: 5270.688477
	Iteration 61Q: 3 clusters Score -4883902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4883920.500000 Penalty: 5270.688477
	Iteration 62Q: 3 clusters Score -4883920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4883912.500000 Penalty: 5270.688477
	Iteration 63Q: 3 clusters Score -4883912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4883919.500000 Penalty: 5270.688477
	Iteration 64Q: 3 clusters Score -4883920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4883934.000000 Penalty: 5270.688477
	Iteration 65Q: 3 clusters Score -4883934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4883937.500000 Penalty: 5270.688477
	Iteration 66Q: 3 clusters Score -4883938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4883955.500000 Penalty: 5270.688477
	Iteration 67Q: 3 clusters Score -4883956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4883950.500000 Penalty: 5270.688477
	Iteration 68Q: 3 clusters Score -4883950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4883961.000000 Penalty: 5270.688477
	Iteration 69Q: 3 clusters Score -4883961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4883955.500000 Penalty: 5270.688477
	Iteration 70Q: 3 clusters Score -4883956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4883960.000000 Penalty: 5270.688477
	Iteration 71Q: 3 clusters Score -4883960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4883967.500000 Penalty: 5270.688477
	Iteration 72Q: 3 clusters Score -4883968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4883970.000000 Penalty: 5270.688477
	Iteration 73Q: 3 clusters Score -4883970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4883983.500000 Penalty: 5270.688477
	Iteration 74Q: 3 clusters Score -4883984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4883983.500000 Penalty: 5270.688477
	Iteration 75Q: 3 clusters Score -4883984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4883977.500000 Penalty: 5270.688477
	Iteration 76Q: 3 clusters Score -4883978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4883981.000000 Penalty: 5270.688477
	Iteration 77Q: 3 clusters Score -4883981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4883995.000000 Penalty: 5270.688477
	Iteration 78Q: 3 clusters Score -4883995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4883991.000000 Penalty: 5270.688477
	Iteration 79Q: 3 clusters Score -4883991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4884000.500000 Penalty: 5270.688477
	Iteration 80F: 3 clusters Score -4884000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4884006.500000 Penalty: 5270.688477
	Iteration 81Q: 3 clusters Score -4884006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4884007.500000 Penalty: 5270.688477
	Iteration 82Q: 3 clusters Score -4884008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4884019.500000 Penalty: 5270.688477
	Iteration 83Q: 3 clusters Score -4884020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -4884035.000000 Penalty: 5270.688477
	Iteration 84Q: 3 clusters Score -4884035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4884018.500000 Penalty: 5270.688477
	Iteration 85Q: 3 clusters Score -4884018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4884017.000000 Penalty: 5270.688477
	Iteration 86Q: 3 clusters Score -4884017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4884021.500000 Penalty: 5270.688477
	Iteration 87Q: 3 clusters Score -4884022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4884020.500000 Penalty: 5270.688477
	Iteration 88Q: 3 clusters Score -4884020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4884030.000000 Penalty: 5270.688477
	Iteration 89Q: 3 clusters Score -4884030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4884031.000000 Penalty: 5270.688477
	Iteration 90Q: 3 clusters Score -4884031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -4884026.000000 Penalty: 5270.688477
	Iteration 91Q: 3 clusters Score -4884026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -4884036.000000 Penalty: 5270.688477
	Iteration 92Q: 3 clusters Score -4884036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4884034.000000 Penalty: 5270.688477
	Iteration 93Q: 3 clusters Score -4884034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -4884035.000000 Penalty: 5270.688477
	Iteration 94Q: 3 clusters Score -4884035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4884038.000000 Penalty: 5270.688477
	Iteration 95Q: 3 clusters Score -4884038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -4884039.000000 Penalty: 5270.688477
	Iteration 96Q: 3 clusters Score -4884039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4884044.500000 Penalty: 5270.688477
	Iteration 97Q: 3 clusters Score -4884044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4884045.500000 Penalty: 5270.688477
	Iteration 98Q: 3 clusters Score -4884046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4884040.000000 Penalty: 5270.688477
	Iteration 99Q: 3 clusters Score -4884040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4884043.000000 Penalty: 5270.688477
	Iteration 100F: 3 clusters Score -4884043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4884046.500000 Penalty: 5270.688477
	Iteration 101Q: 3 clusters Score -4884046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4884051.000000 Penalty: 5270.688477
	Iteration 102Q: 3 clusters Score -4884051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4884051.000000 Penalty: 5270.688477
	Iteration 103Q: 3 clusters Score -4884051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -4884051.500000 Penalty: 5270.688477
	Iteration 104Q: 3 clusters Score -4884052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4884053.000000 Penalty: 5270.688477
	Iteration 105Q: 3 clusters Score -4884053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4884052.500000 Penalty: 5270.688477
	Iteration 106Q: 3 clusters Score -4884052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4884059.500000 Penalty: 5270.688477
	Iteration 107Q: 3 clusters Score -4884060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4884065.500000 Penalty: 5270.688477
	Iteration 108Q: 3 clusters Score -4884066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4884056.500000 Penalty: 5270.688477
	Iteration 109Q: 3 clusters Score -4884056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4884058.000000 Penalty: 5270.688477
	Iteration 110Q: 3 clusters Score -4884058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4884061.000000 Penalty: 5270.688477
	Iteration 111Q: 3 clusters Score -4884061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4884057.500000 Penalty: 5270.688477
	Iteration 112Q: 3 clusters Score -4884058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4884054.500000 Penalty: 5270.688477
	Iteration 113Q: 3 clusters Score -4884054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4884062.000000 Penalty: 5270.688477
	Iteration 114Q: 3 clusters Score -4884062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4884058.000000 Penalty: 5270.688477
	Iteration 115Q: 3 clusters Score -4884058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -4884058.000000 Penalty: 5270.688477
	Iteration 116Q: 3 clusters Score -4884058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4884064.000000 Penalty: 5270.688477
	Iteration 117Q: 3 clusters Score -4884064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4884056.000000 Penalty: 5270.688477
	Iteration 118Q: 3 clusters Score -4884056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4884059.000000 Penalty: 5270.688477
	Iteration 119Q: 3 clusters Score -4884059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4884048.500000 Penalty: 5270.688477
	Iteration 120F: 3 clusters Score -4884048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -4884049.500000 Penalty: 5270.688477
	Iteration 121Q: 3 clusters Score -4884050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4884048.000000 Penalty: 5270.688477
	Iteration 122Q: 3 clusters Score -4884048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4884057.500000 Penalty: 5270.688477
	Iteration 123Q: 3 clusters Score -4884058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4884050.500000 Penalty: 5270.688477
	Iteration 124Q: 3 clusters Score -4884050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4884055.500000 Penalty: 5270.688477
	Iteration 125Q: 3 clusters Score -4884056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4884063.000000 Penalty: 5270.688477
	Iteration 126Q: 3 clusters Score -4884063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4884064.000000 Penalty: 5270.688477
	Iteration 127Q: 3 clusters Score -4884064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4884057.500000 Penalty: 5270.688477
	Iteration 128Q: 3 clusters Score -4884058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4884058.000000 Penalty: 5270.688477
	Iteration 129Q: 3 clusters Score -4884058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4884057.000000 Penalty: 5270.688477
	Iteration 130Q: 3 clusters Score -4884057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4884055.500000 Penalty: 5270.688477
	Iteration 131Q: 3 clusters Score -4884056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4884055.500000 Penalty: 5270.688477
	Iteration 132Q: 3 clusters Score -4884056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -4884054.000000 Penalty: 5270.688477
	Iteration 133Q: 3 clusters Score -4884054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4884059.500000 Penalty: 5270.688477
	Iteration 134Q: 3 clusters Score -4884060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4884054.000000 Penalty: 5270.688477
	Iteration 135Q: 3 clusters Score -4884054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -4884061.000000 Penalty: 5270.688477
	Iteration 136Q: 3 clusters Score -4884061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -4884063.000000 Penalty: 5270.688477
	Iteration 137Q: 3 clusters Score -4884063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -4884055.500000 Penalty: 5270.688477
	Iteration 138Q: 3 clusters Score -4884056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -4884057.500000 Penalty: 5270.688477
	Iteration 139Q: 3 clusters Score -4884058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4884052.000000 Penalty: 5270.688477
	Iteration 140F: 3 clusters Score -4884052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4884049.000000 Penalty: 5270.688477
	Iteration 141Q: 3 clusters Score -4884049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4884056.500000 Penalty: 5270.688477
	Iteration 142Q: 3 clusters Score -4884056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -4884050.500000 Penalty: 5270.688477
	Iteration 143Q: 3 clusters Score -4884050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4884052.500000 Penalty: 5270.688477
	Iteration 144Q: 3 clusters Score -4884052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4884062.500000 Penalty: 5270.688477
	Iteration 145Q: 3 clusters Score -4884062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4884060.500000 Penalty: 5270.688477
	Iteration 146Q: 3 clusters Score -4884060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4884061.500000 Penalty: 5270.688477
	Iteration 147Q: 3 clusters Score -4884062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4884058.000000 Penalty: 5270.688477
	Iteration 148Q: 3 clusters Score -4884058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4884062.500000 Penalty: 5270.688477
	Iteration 149Q: 3 clusters Score -4884062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -4884059.000000 Penalty: 5270.688477
	Iteration 150Q: 3 clusters Score -4884059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4884064.000000 Penalty: 5270.688477
	Iteration 151Q: 3 clusters Score -4884064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -4884064.500000 Penalty: 5270.688477
	Iteration 152Q: 3 clusters Score -4884064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4884069.500000 Penalty: 5270.688477
	Iteration 153Q: 3 clusters Score -4884070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4884070.500000 Penalty: 5270.688477
	Iteration 154Q: 3 clusters Score -4884070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4884070.500000 Penalty: 5270.688477
	Iteration 155Q: 3 clusters Score -4884070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4884065.500000 Penalty: 5270.688477
	Iteration 156Q: 3 clusters Score -4884066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4884070.000000 Penalty: 5270.688477
	Iteration 157Q: 3 clusters Score -4884070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4884068.000000 Penalty: 5270.688477
	Iteration 158Q: 3 clusters Score -4884068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -4884068.500000 Penalty: 5270.688477
	Iteration 159Q: 3 clusters Score -4884068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -4884077.500000 Penalty: 5270.688477
	Iteration 160F: 3 clusters Score -4884078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4884075.500000 Penalty: 5270.688477
	Iteration 161Q: 3 clusters Score -4884076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4884093.500000 Penalty: 5270.688477
	Iteration 162Q: 3 clusters Score -4884094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4884098.500000 Penalty: 5270.688477
	Iteration 163Q: 3 clusters Score -4884098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4884105.000000 Penalty: 5270.688477
	Iteration 164Q: 3 clusters Score -4884105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -4884116.500000 Penalty: 5270.688477
	Iteration 165Q: 3 clusters Score -4884116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -4884113.000000 Penalty: 5270.688477
	Iteration 166Q: 3 clusters Score -4884113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4884112.000000 Penalty: 5270.688477
	Iteration 167Q: 3 clusters Score -4884112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -4884112.000000 Penalty: 5270.688477
	Iteration 168Q: 3 clusters Score -4884112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4884109.000000 Penalty: 5270.688477
	Iteration 169Q: 3 clusters Score -4884109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4884127.500000 Penalty: 5270.688477
	Iteration 170Q: 3 clusters Score -4884128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4884133.000000 Penalty: 5270.688477
	Iteration 171Q: 3 clusters Score -4884133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4884138.500000 Penalty: 5270.688477
	Iteration 172Q: 3 clusters Score -4884138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4884135.000000 Penalty: 5270.688477
	Iteration 173Q: 3 clusters Score -4884135 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4884143.500000 Penalty: 5270.688477
	Iteration 174Q: 3 clusters Score -4884144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4884140.000000 Penalty: 5270.688477
	Iteration 175Q: 3 clusters Score -4884140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -4884143.000000 Penalty: 5270.688477
	Iteration 176Q: 3 clusters Score -4884143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4884150.000000 Penalty: 5270.688477
	Iteration 177Q: 3 clusters Score -4884150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -4884148.000000 Penalty: 5270.688477
	Iteration 178Q: 3 clusters Score -4884148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4884143.500000 Penalty: 5270.688477
	Iteration 179Q: 3 clusters Score -4884144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4884143.500000 Penalty: 5270.688477
	Iteration 180F: 3 clusters Score -4884144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -4884144.500000 Penalty: 5270.688477
	Iteration 181Q: 3 clusters Score -4884144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4884143.000000 Penalty: 5270.688477
	Iteration 182Q: 3 clusters Score -4884143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4884153.500000 Penalty: 5270.688477
	Iteration 183Q: 3 clusters Score -4884154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4884165.000000 Penalty: 5270.688477
	Iteration 184Q: 3 clusters Score -4884165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4884181.000000 Penalty: 5270.688477
	Iteration 185Q: 3 clusters Score -4884181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4884168.000000 Penalty: 5270.688477
	Iteration 186Q: 3 clusters Score -4884168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4884176.500000 Penalty: 5270.688477
	Iteration 187Q: 3 clusters Score -4884176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4884189.000000 Penalty: 5270.688477
	Iteration 188Q: 3 clusters Score -4884189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4884179.500000 Penalty: 5270.688477
	Iteration 189Q: 3 clusters Score -4884180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4884181.500000 Penalty: 5270.688477
	Iteration 190Q: 3 clusters Score -4884182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4884186.500000 Penalty: 5270.688477
	Iteration 191Q: 3 clusters Score -4884186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4884187.500000 Penalty: 5270.688477
	Iteration 192Q: 3 clusters Score -4884188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4884189.500000 Penalty: 5270.688477
	Iteration 193Q: 3 clusters Score -4884190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4884191.500000 Penalty: 5270.688477
	Iteration 194Q: 3 clusters Score -4884192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4884200.500000 Penalty: 5270.688477
	Iteration 195Q: 3 clusters Score -4884200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4884190.500000 Penalty: 5270.688477
	Iteration 196Q: 3 clusters Score -4884190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4884201.500000 Penalty: 5270.688477
	Iteration 197Q: 3 clusters Score -4884202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4884203.500000 Penalty: 5270.688477
	Iteration 198Q: 3 clusters Score -4884204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4884211.500000 Penalty: 5270.688477
	Iteration 199Q: 3 clusters Score -4884212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4884203.000000 Penalty: 5270.688477
	Iteration 200F: 3 clusters Score -4884203 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4884227.000000 Penalty: 5270.688477
	Iteration 201Q: 3 clusters Score -4884227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4884226.000000 Penalty: 5270.688477
	Iteration 202Q: 3 clusters Score -4884226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4884241.000000 Penalty: 5270.688477
	Iteration 203Q: 3 clusters Score -4884241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4884242.500000 Penalty: 5270.688477
	Iteration 204Q: 3 clusters Score -4884242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -4884253.500000 Penalty: 5270.688477
	Iteration 205Q: 3 clusters Score -4884254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4884252.000000 Penalty: 5270.688477
	Iteration 206Q: 3 clusters Score -4884252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4884237.500000 Penalty: 5270.688477
	Iteration 207Q: 3 clusters Score -4884238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4884263.500000 Penalty: 5270.688477
	Iteration 208Q: 3 clusters Score -4884264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4884250.500000 Penalty: 5270.688477
	Iteration 209Q: 3 clusters Score -4884250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4884257.500000 Penalty: 5270.688477
	Iteration 210Q: 3 clusters Score -4884258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4884252.500000 Penalty: 5270.688477
	Iteration 211Q: 3 clusters Score -4884252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4884262.000000 Penalty: 5270.688477
	Iteration 212Q: 3 clusters Score -4884262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4884272.500000 Penalty: 5270.688477
	Iteration 213Q: 3 clusters Score -4884272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4884283.000000 Penalty: 5270.688477
	Iteration 214Q: 3 clusters Score -4884283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4884293.500000 Penalty: 5270.688477
	Iteration 215Q: 3 clusters Score -4884294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4884296.500000 Penalty: 5270.688477
	Iteration 216Q: 3 clusters Score -4884296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4884291.500000 Penalty: 5270.688477
	Iteration 217Q: 3 clusters Score -4884292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4884298.000000 Penalty: 5270.688477
	Iteration 218Q: 3 clusters Score -4884298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4884294.500000 Penalty: 5270.688477
	Iteration 219Q: 3 clusters Score -4884294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4884284.500000 Penalty: 5270.688477
	Iteration 220F: 3 clusters Score -4884284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4884292.500000 Penalty: 5270.688477
	Iteration 221Q: 3 clusters Score -4884292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4884297.000000 Penalty: 5270.688477
	Iteration 222Q: 3 clusters Score -4884297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4884292.000000 Penalty: 5270.688477
	Iteration 223Q: 3 clusters Score -4884292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4884306.500000 Penalty: 5270.688477
	Iteration 224Q: 3 clusters Score -4884306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4884316.000000 Penalty: 5270.688477
	Iteration 225Q: 3 clusters Score -4884316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4884313.500000 Penalty: 5270.688477
	Iteration 226Q: 3 clusters Score -4884314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4884327.000000 Penalty: 5270.688477
	Iteration 227Q: 3 clusters Score -4884327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -4884312.500000 Penalty: 5270.688477
	Iteration 228Q: 3 clusters Score -4884312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4884316.000000 Penalty: 5270.688477
	Iteration 229Q: 3 clusters Score -4884316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -4884325.000000 Penalty: 5270.688477
	Iteration 230Q: 3 clusters Score -4884325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4884328.500000 Penalty: 5270.688477
	Iteration 231Q: 3 clusters Score -4884328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4884329.500000 Penalty: 5270.688477
	Iteration 232Q: 3 clusters Score -4884330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4884324.000000 Penalty: 5270.688477
	Iteration 233Q: 3 clusters Score -4884324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4884326.000000 Penalty: 5270.688477
	Iteration 234Q: 3 clusters Score -4884326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4884332.500000 Penalty: 5270.688477
	Iteration 235Q: 3 clusters Score -4884332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4884331.000000 Penalty: 5270.688477
	Iteration 236Q: 3 clusters Score -4884331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4884331.000000 Penalty: 5270.688477
	Iteration 237Q: 3 clusters Score -4884331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4884333.500000 Penalty: 5270.688477
	Iteration 238Q: 3 clusters Score -4884334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4884337.500000 Penalty: 5270.688477
	Iteration 239Q: 3 clusters Score -4884338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4884333.000000 Penalty: 5270.688477
	Iteration 240F: 3 clusters Score -4884333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4884346.500000 Penalty: 5270.688477
	Iteration 241Q: 3 clusters Score -4884346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4884344.000000 Penalty: 5270.688477
	Iteration 242Q: 3 clusters Score -4884344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4884345.000000 Penalty: 5270.688477
	Iteration 243Q: 3 clusters Score -4884345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4884342.500000 Penalty: 5270.688477
	Iteration 244Q: 3 clusters Score -4884342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4884343.500000 Penalty: 5270.688477
	Iteration 245Q: 3 clusters Score -4884344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4884344.500000 Penalty: 5270.688477
	Iteration 246Q: 3 clusters Score -4884344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4884343.500000 Penalty: 5270.688477
	Iteration 247Q: 3 clusters Score -4884344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4884344.500000 Penalty: 5270.688477
	Iteration 248Q: 3 clusters Score -4884344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4884345.500000 Penalty: 5270.688477
	Iteration 249Q: 3 clusters Score -4884346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4884347.000000 Penalty: 5270.688477
	Iteration 250Q: 3 clusters Score -4884347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4884342.000000 Penalty: 5270.688477
	Iteration 251Q: 3 clusters Score -4884342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4884340.000000 Penalty: 5270.688477
	Iteration 252Q: 3 clusters Score -4884340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -4884339.500000 Penalty: 5270.688477
	Iteration 253Q: 3 clusters Score -4884340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4884339.500000 Penalty: 5270.688477
	Iteration 254Q: 3 clusters Score -4884340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4884340.000000 Penalty: 5270.688477
	Iteration 255Q: 3 clusters Score -4884340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4884349.000000 Penalty: 5270.688477
	Iteration 256Q: 3 clusters Score -4884349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4884346.500000 Penalty: 5270.688477
	Iteration 257Q: 3 clusters Score -4884346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4884351.000000 Penalty: 5270.688477
	Iteration 258Q: 3 clusters Score -4884351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4884346.500000 Penalty: 5270.688477
	Iteration 259Q: 3 clusters Score -4884346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -4884353.000000 Penalty: 5270.688477
	Iteration 260F: 3 clusters Score -4884353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -4884358.500000 Penalty: 5270.688477
	Iteration 261Q: 3 clusters Score -4884358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4884349.500000 Penalty: 5270.688477
	Iteration 262Q: 3 clusters Score -4884350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4884348.000000 Penalty: 5270.688477
	Iteration 263Q: 3 clusters Score -4884348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4884349.000000 Penalty: 5270.688477
	Iteration 264Q: 3 clusters Score -4884349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4884360.500000 Penalty: 5270.688477
	Iteration 265Q: 3 clusters Score -4884360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4884357.500000 Penalty: 5270.688477
	Iteration 266Q: 3 clusters Score -4884358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4884351.500000 Penalty: 5270.688477
	Iteration 267Q: 3 clusters Score -4884352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4884362.000000 Penalty: 5270.688477
	Iteration 268Q: 3 clusters Score -4884362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4884365.500000 Penalty: 5270.688477
	Iteration 269Q: 3 clusters Score -4884366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4884362.500000 Penalty: 5270.688477
	Iteration 270Q: 3 clusters Score -4884362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4884357.500000 Penalty: 5270.688477
	Iteration 271Q: 3 clusters Score -4884358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4884351.000000 Penalty: 5270.688477
	Iteration 272Q: 3 clusters Score -4884351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -4884359.000000 Penalty: 5270.688477
	Iteration 273Q: 3 clusters Score -4884359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -4884357.500000 Penalty: 5270.688477
	Iteration 274Q: 3 clusters Score -4884358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -4884355.000000 Penalty: 5270.688477
	Iteration 275Q: 3 clusters Score -4884355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -4884355.000000 Penalty: 5270.688477
	Iteration 276F: 3 clusters Score -4884355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246325 members 
Entering Unmasked Estep 
Score: -28892002.000000 Penalty: 3078.772949
	Iteration 0F: 2 clusters Score -2.8892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 123060 members 
Entering Unmasked Estep 
Score: -28726976.000000 Penalty: 6157.545898
	Iteration 0F: 3 clusters Score -2.872698e+07 nChanged 119029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -28796660.000000 Penalty: 6157.545898
	Iteration 1F: 3 clusters Score -2.879666e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128698 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -28798090.000000 Penalty: 6157.545898
	Iteration 2Q: 3 clusters Score -2.879809e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132010 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -28799808.000000 Penalty: 6157.545898
	Iteration 3Q: 3 clusters Score -2.879981e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -28802562.000000 Penalty: 6157.545898
	Iteration 4Q: 3 clusters Score -2.880256e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -28807112.000000 Penalty: 6157.545898
	Iteration 5Q: 3 clusters Score -2.880711e+07 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -28814258.000000 Penalty: 6157.545898
	Iteration 6F: 3 clusters Score -2.881426e+07 nChanged 17862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -28825672.000000 Penalty: 6157.545898
	Iteration 7F: 3 clusters Score -2.882567e+07 nChanged 20393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193317 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -28841420.000000 Penalty: 6157.545898
	Iteration 8F: 3 clusters Score -2.884142e+07 nChanged 19719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212938 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -28858702.000000 Penalty: 6157.545898
	Iteration 9F: 3 clusters Score -2.88587e+07 nChanged 15524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228450 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -28873304.000000 Penalty: 6157.545898
	Iteration 10F: 3 clusters Score -2.88733e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238136 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -28882530.000000 Penalty: 6157.545898
	Iteration 11Q: 3 clusters Score -2.888253e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242882 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -28886778.000000 Penalty: 6157.545898
	Iteration 12Q: 3 clusters Score -2.888678e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244761 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -28888402.000000 Penalty: 6157.545898
	Iteration 13Q: 3 clusters Score -2.88884e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245419 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -28889066.000000 Penalty: 6157.545898
	Iteration 14Q: 3 clusters Score -2.888907e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245642 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28889372.000000 Penalty: 6157.545898
	Iteration 15Q: 3 clusters Score -2.888937e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245698 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -28889540.000000 Penalty: 6157.545898
	Iteration 16Q: 3 clusters Score -2.888954e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245706 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -28889694.000000 Penalty: 6157.545898
	Iteration 17Q: 3 clusters Score -2.888969e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245689 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -28889810.000000 Penalty: 6157.545898
	Iteration 18Q: 3 clusters Score -2.888981e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245684 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -28889890.000000 Penalty: 6157.545898
	Iteration 19Q: 3 clusters Score -2.888989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245665 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28889934.000000 Penalty: 6157.545898
	Iteration 20F: 3 clusters Score -2.888993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245643 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -28889958.000000 Penalty: 6157.545898
	Iteration 21Q: 3 clusters Score -2.888996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245626 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -28889972.000000 Penalty: 6157.545898
	Iteration 22Q: 3 clusters Score -2.888997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245623 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -28889960.000000 Penalty: 6157.545898
	Iteration 23Q: 3 clusters Score -2.888996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -28889978.000000 Penalty: 6157.545898
	Iteration 24Q: 3 clusters Score -2.888998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245603 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -28889986.000000 Penalty: 6157.545898
	Iteration 25Q: 3 clusters Score -2.888999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245595 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -28890006.000000 Penalty: 6157.545898
	Iteration 26Q: 3 clusters Score -2.889001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245587 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -28890032.000000 Penalty: 6157.545898
	Iteration 27Q: 3 clusters Score -2.889003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245582 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -28890042.000000 Penalty: 6157.545898
	Iteration 28Q: 3 clusters Score -2.889004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245577 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -28890048.000000 Penalty: 6157.545898
	Iteration 29Q: 3 clusters Score -2.889005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245574 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -28890056.000000 Penalty: 6157.545898
	Iteration 30Q: 3 clusters Score -2.889006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245572 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -28890056.000000 Penalty: 6157.545898
	Iteration 31Q: 3 clusters Score -2.889006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245571 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -28890050.000000 Penalty: 6157.545898
	Iteration 32Q: 3 clusters Score -2.889005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245573 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -28890064.000000 Penalty: 6157.545898
	Iteration 33Q: 3 clusters Score -2.889006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245574 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -28890070.000000 Penalty: 6157.545898
	Iteration 34Q: 3 clusters Score -2.889007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245573 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -28890066.000000 Penalty: 6157.545898
	Iteration 35Q: 3 clusters Score -2.889007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245573 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -28890054.000000 Penalty: 6157.545898
	Iteration 36Q: 3 clusters Score -2.889005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245569 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -28890062.000000 Penalty: 6157.545898
	Iteration 37Q: 3 clusters Score -2.889006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245568 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -28890070.000000 Penalty: 6157.545898
	Iteration 38Q: 3 clusters Score -2.889007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245563 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -28890058.000000 Penalty: 6157.545898
	Iteration 39Q: 3 clusters Score -2.889006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245560 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -28890082.000000 Penalty: 6157.545898
	Iteration 40F: 3 clusters Score -2.889008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245558 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -28890070.000000 Penalty: 6157.545898
	Iteration 41Q: 3 clusters Score -2.889007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245554 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -28890066.000000 Penalty: 6157.545898
	Iteration 42Q: 3 clusters Score -2.889007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245553 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -28890066.000000 Penalty: 6157.545898
	Iteration 43Q: 3 clusters Score -2.889007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245548 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -28890072.000000 Penalty: 6157.545898
	Iteration 44Q: 3 clusters Score -2.889007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245544 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -28890078.000000 Penalty: 6157.545898
	Iteration 45Q: 3 clusters Score -2.889008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245541 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -28890078.000000 Penalty: 6157.545898
	Iteration 46Q: 3 clusters Score -2.889008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245540 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -28890082.000000 Penalty: 6157.545898
	Iteration 47Q: 3 clusters Score -2.889008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -28890080.000000 Penalty: 6157.545898
	Iteration 48Q: 3 clusters Score -2.889008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -28890080.000000 Penalty: 6157.545898
	Iteration 49F: 3 clusters Score -2.889008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -136037.828125 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -136037.8 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 598 members 
Entering Unmasked Estep 
Score: -133954.156250 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -133954.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134313.765625 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -134313.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134417.296875 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -134417.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -134487.203125 Penalty: 3529.731445
	Iteration 3Q: 3 clusters Score -134487.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134550.062500 Penalty: 3529.731445
	Iteration 4Q: 3 clusters Score -134550.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134596.187500 Penalty: 3529.731445
	Iteration 5Q: 3 clusters Score -134596.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134653.937500 Penalty: 3529.731445
	Iteration 6Q: 3 clusters Score -134653.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134757.718750 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -134757.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134862.187500 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -134862.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135016.234375 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -135016.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135208.703125 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -135208.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135438.531250 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -135438.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -135692.484375 Penalty: 3529.731445
	Iteration 12Q: 3 clusters Score -135692.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135917.781250 Penalty: 3529.731445
	Iteration 13Q: 3 clusters Score -135917.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136165.500000 Penalty: 3529.731445
	Iteration 14Q: 3 clusters Score -136165.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136374.968750 Penalty: 3529.731445
	Iteration 15Q: 3 clusters Score -136375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136461.187500 Penalty: 3529.731445
	Iteration 16Q: 3 clusters Score -136461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136506.156250 Penalty: 3529.731445
	Iteration 17Q: 3 clusters Score -136506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136522.937500 Penalty: 3529.731445
	Iteration 18Q: 3 clusters Score -136522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136524.078125 Penalty: 3529.731445
	Iteration 19Q: 3 clusters Score -136524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136524.078125 Penalty: 3529.731445
	Iteration 20F: 3 clusters Score -136524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 73715 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 29342 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 173302 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11604 members 
Mstep: Class 34 contains 5535 members 
Mstep: Class 35 contains 155197 members 
Mstep: Class 36 contains 526 members 
Entering Unmasked Estep 
Score: -205540400.000000 Penalty: 128518.421875
Splitting cluster 26 changes total score from -205541248.000000 to -205540400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (173302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173302 members 
Entering Unmasked Estep 
Score: -20960970.000000 Penalty: 2991.572021
	Iteration 0F: 2 clusters Score -2.096097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -20852998.000000 Penalty: 5983.144043
	Iteration 0F: 3 clusters Score -2.0853e+07 nChanged 83133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -20900570.000000 Penalty: 5983.144043
	Iteration 1F: 3 clusters Score -2.090057e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -20901262.000000 Penalty: 5983.144043
	Iteration 2Q: 3 clusters Score -2.090126e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -20901982.000000 Penalty: 5983.144043
	Iteration 3Q: 3 clusters Score -2.090198e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -20902778.000000 Penalty: 5983.144043
	Iteration 4Q: 3 clusters Score -2.090278e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -20903810.000000 Penalty: 5983.144043
	Iteration 5Q: 3 clusters Score -2.090381e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -20905072.000000 Penalty: 5983.144043
	Iteration 6Q: 3 clusters Score -2.090507e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -20906520.000000 Penalty: 5983.144043
	Iteration 7Q: 3 clusters Score -2.090652e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -20908724.000000 Penalty: 5983.144043
	Iteration 8Q: 3 clusters Score -2.090872e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -20911392.000000 Penalty: 5983.144043
	Iteration 9Q: 3 clusters Score -2.091139e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -20915386.000000 Penalty: 5983.144043
	Iteration 10F: 3 clusters Score -2.091539e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -20920824.000000 Penalty: 5983.144043
	Iteration 11F: 3 clusters Score -2.092082e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 124754 members 
Entering Unmasked Estep 
Score: -20927348.000000 Penalty: 5983.144043
	Iteration 12F: 3 clusters Score -2.092735e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -20934574.000000 Penalty: 5983.144043
	Iteration 13F: 3 clusters Score -2.093457e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 145389 members 
Entering Unmasked Estep 
Score: -20941972.000000 Penalty: 5983.144043
	Iteration 14F: 3 clusters Score -2.094197e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -20948534.000000 Penalty: 5983.144043
	Iteration 15F: 3 clusters Score -2.094853e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 162833 members 
Entering Unmasked Estep 
Score: -20953230.000000 Penalty: 5983.144043
	Iteration 16Q: 3 clusters Score -2.095323e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
Score: -20955968.000000 Penalty: 5983.144043
	Iteration 17Q: 3 clusters Score -2.095597e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -20957286.000000 Penalty: 5983.144043
	Iteration 18Q: 3 clusters Score -2.095729e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 171750 members 
Entering Unmasked Estep 
Score: -20957908.000000 Penalty: 5983.144043
	Iteration 19Q: 3 clusters Score -2.095791e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -20958174.000000 Penalty: 5983.144043
	Iteration 20F: 3 clusters Score -2.095817e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 172468 members 
Entering Unmasked Estep 
Score: -20958388.000000 Penalty: 5983.144043
	Iteration 21Q: 3 clusters Score -2.095839e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 172567 members 
Entering Unmasked Estep 
Score: -20958496.000000 Penalty: 5983.144043
	Iteration 22Q: 3 clusters Score -2.09585e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 172633 members 
Entering Unmasked Estep 
Score: -20958598.000000 Penalty: 5983.144043
	Iteration 23Q: 3 clusters Score -2.09586e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 172674 members 
Entering Unmasked Estep 
Score: -20958642.000000 Penalty: 5983.144043
	Iteration 24Q: 3 clusters Score -2.095864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 172691 members 
Entering Unmasked Estep 
Score: -20958678.000000 Penalty: 5983.144043
	Iteration 25Q: 3 clusters Score -2.095868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -20958714.000000 Penalty: 5983.144043
	Iteration 26Q: 3 clusters Score -2.095871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 172704 members 
Entering Unmasked Estep 
Score: -20958706.000000 Penalty: 5983.144043
	Iteration 27Q: 3 clusters Score -2.095871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -20958738.000000 Penalty: 5983.144043
	Iteration 28Q: 3 clusters Score -2.095874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 172707 members 
Entering Unmasked Estep 
Score: -20958738.000000 Penalty: 5983.144043
	Iteration 29Q: 3 clusters Score -2.095874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -20958732.000000 Penalty: 5983.144043
	Iteration 30Q: 3 clusters Score -2.095873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -20958752.000000 Penalty: 5983.144043
	Iteration 31Q: 3 clusters Score -2.095875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 172709 members 
Entering Unmasked Estep 
Score: -20958764.000000 Penalty: 5983.144043
	Iteration 32Q: 3 clusters Score -2.095876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -20958762.000000 Penalty: 5983.144043
	Iteration 33Q: 3 clusters Score -2.095876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -20958774.000000 Penalty: 5983.144043
	Iteration 34Q: 3 clusters Score -2.095877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -20958764.000000 Penalty: 5983.144043
	Iteration 35Q: 3 clusters Score -2.095876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -20958772.000000 Penalty: 5983.144043
	Iteration 36Q: 3 clusters Score -2.095877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -20958790.000000 Penalty: 5983.144043
	Iteration 37Q: 3 clusters Score -2.095879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -20958790.000000 Penalty: 5983.144043
	Iteration 38Q: 3 clusters Score -2.095879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -20958776.000000 Penalty: 5983.144043
	Iteration 39Q: 3 clusters Score -2.095878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -20958778.000000 Penalty: 5983.144043
	Iteration 40F: 3 clusters Score -2.095878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -20958782.000000 Penalty: 5983.144043
	Iteration 41Q: 3 clusters Score -2.095878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -20958780.000000 Penalty: 5983.144043
	Iteration 42Q: 3 clusters Score -2.095878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 172722 members 
Entering Unmasked Estep 
Score: -20958794.000000 Penalty: 5983.144043
	Iteration 43Q: 3 clusters Score -2.095879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 172727 members 
Entering Unmasked Estep 
Score: -20958808.000000 Penalty: 5983.144043
	Iteration 44Q: 3 clusters Score -2.095881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -20958800.000000 Penalty: 5983.144043
	Iteration 45Q: 3 clusters Score -2.09588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -20958804.000000 Penalty: 5983.144043
	Iteration 46Q: 3 clusters Score -2.09588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -20958804.000000 Penalty: 5983.144043
	Iteration 47Q: 3 clusters Score -2.09588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 172722 members 
Entering Unmasked Estep 
Score: -20958808.000000 Penalty: 5983.144043
	Iteration 48Q: 3 clusters Score -2.095881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 172722 members 
Entering Unmasked Estep 
Score: -20958804.000000 Penalty: 5983.144043
	Iteration 49Q: 3 clusters Score -2.09588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -20958808.000000 Penalty: 5983.144043
	Iteration 50Q: 3 clusters Score -2.095881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -20958800.000000 Penalty: 5983.144043
	Iteration 51Q: 3 clusters Score -2.09588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 172724 members 
Entering Unmasked Estep 
Score: -20958802.000000 Penalty: 5983.144043
	Iteration 52Q: 3 clusters Score -2.09588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 172724 members 
Entering Unmasked Estep 
Score: -20958802.000000 Penalty: 5983.144043
	Iteration 53F: 3 clusters Score -2.09588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -34225.636719 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -34225.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32955.437500 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -32955.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33176.937500 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -33176.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33326.953125 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -33326.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33373.789062 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -33373.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33410.574219 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -33410.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33453.074219 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -33453.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33468.656250 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -33468.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33478.753906 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -33478.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33495.769531 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -33495.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33521.523438 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -33521.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33583.488281 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -33583.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33720.136719 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -33720.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33907.816406 Penalty: 2923.623779
	Iteration 12F: 3 clusters Score -33907.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -34076.117188 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -34076.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34451.554688 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -34451.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -34689.421875 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -34689.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -34887.570312 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -34887.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -34975.320312 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -34975.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35006.839844 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -35006.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35008.765625 Penalty: 2923.623779
	Iteration 19F: 3 clusters Score -35008.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35015.710938 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -35015.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 73715 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 29342 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173302 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11604 members 
Mstep: Class 34 contains 5535 members 
Mstep: Class 35 contains 155197 members 
Mstep: Class 36 contains 107 members 
Entering Unmasked Estep 
Score: -205540464.000000 Penalty: 128518.421875
Splitting cluster 28 changes total score from -205541248.000000 to -205540464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -460440.093750 Penalty: 2079.884033
	Iteration 0F: 2 clusters Score -460440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -456349.062500 Penalty: 4159.768066
	Iteration 0F: 3 clusters Score -456349.1 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -457420.593750 Penalty: 4159.768066
	Iteration 1F: 3 clusters Score -457420.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -457746.406250 Penalty: 4159.768066
	Iteration 2F: 3 clusters Score -457746.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -458024.687500 Penalty: 4159.768066
	Iteration 3F: 3 clusters Score -458024.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -458290.437500 Penalty: 4159.768066
	Iteration 4F: 3 clusters Score -458290.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -458514.906250 Penalty: 4159.768066
	Iteration 5F: 3 clusters Score -458514.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -458700.250000 Penalty: 4159.768066
	Iteration 6Q: 3 clusters Score -458700.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -458810.125000 Penalty: 4159.768066
	Iteration 7Q: 3 clusters Score -458810.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -458907.687500 Penalty: 4159.768066
	Iteration 8Q: 3 clusters Score -458907.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -458984.781250 Penalty: 4159.768066
	Iteration 9Q: 3 clusters Score -458984.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -459042.750000 Penalty: 4159.768066
	Iteration 10Q: 3 clusters Score -459042.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -459082.750000 Penalty: 4159.768066
	Iteration 11Q: 3 clusters Score -459082.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -459115.968750 Penalty: 4159.768066
	Iteration 12Q: 3 clusters Score -459116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -459136.218750 Penalty: 4159.768066
	Iteration 13Q: 3 clusters Score -459136.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -459151.843750 Penalty: 4159.768066
	Iteration 14Q: 3 clusters Score -459151.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -459160.656250 Penalty: 4159.768066
	Iteration 15Q: 3 clusters Score -459160.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -459167.187500 Penalty: 4159.768066
	Iteration 16Q: 3 clusters Score -459167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -459173.250000 Penalty: 4159.768066
	Iteration 17Q: 3 clusters Score -459173.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -459181.968750 Penalty: 4159.768066
	Iteration 18Q: 3 clusters Score -459182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -459191.718750 Penalty: 4159.768066
	Iteration 19Q: 3 clusters Score -459191.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -459201.406250 Penalty: 4159.768066
	Iteration 20F: 3 clusters Score -459201.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -459209.343750 Penalty: 4159.768066
	Iteration 21Q: 3 clusters Score -459209.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -459220.968750 Penalty: 4159.768066
	Iteration 22Q: 3 clusters Score -459221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -459230.937500 Penalty: 4159.768066
	Iteration 23Q: 3 clusters Score -459230.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -459238.812500 Penalty: 4159.768066
	Iteration 24Q: 3 clusters Score -459238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -459246.531250 Penalty: 4159.768066
	Iteration 25Q: 3 clusters Score -459246.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -459251.062500 Penalty: 4159.768066
	Iteration 26Q: 3 clusters Score -459251.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -459256.437500 Penalty: 4159.768066
	Iteration 27Q: 3 clusters Score -459256.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -459262.343750 Penalty: 4159.768066
	Iteration 28Q: 3 clusters Score -459262.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -459267.531250 Penalty: 4159.768066
	Iteration 29Q: 3 clusters Score -459267.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -459272.656250 Penalty: 4159.768066
	Iteration 30Q: 3 clusters Score -459272.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -459276.750000 Penalty: 4159.768066
	Iteration 31Q: 3 clusters Score -459276.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -459281.312500 Penalty: 4159.768066
	Iteration 32Q: 3 clusters Score -459281.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -459286.031250 Penalty: 4159.768066
	Iteration 33Q: 3 clusters Score -459286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -459289.187500 Penalty: 4159.768066
	Iteration 34Q: 3 clusters Score -459289.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -459294.625000 Penalty: 4159.768066
	Iteration 35Q: 3 clusters Score -459294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -459297.906250 Penalty: 4159.768066
	Iteration 36Q: 3 clusters Score -459297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -459299.906250 Penalty: 4159.768066
	Iteration 37Q: 3 clusters Score -459299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -459301.906250 Penalty: 4159.768066
	Iteration 38Q: 3 clusters Score -459301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -459302.906250 Penalty: 4159.768066
	Iteration 39Q: 3 clusters Score -459302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -459306.562500 Penalty: 4159.768066
	Iteration 40F: 3 clusters Score -459306.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -459312.468750 Penalty: 4159.768066
	Iteration 41Q: 3 clusters Score -459312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -459313.937500 Penalty: 4159.768066
	Iteration 42Q: 3 clusters Score -459313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -459315.906250 Penalty: 4159.768066
	Iteration 43Q: 3 clusters Score -459315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -459317.687500 Penalty: 4159.768066
	Iteration 44Q: 3 clusters Score -459317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -459319.250000 Penalty: 4159.768066
	Iteration 45Q: 3 clusters Score -459319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -459319.375000 Penalty: 4159.768066
	Iteration 46Q: 3 clusters Score -459319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -459320.781250 Penalty: 4159.768066
	Iteration 47Q: 3 clusters Score -459320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -459322.750000 Penalty: 4159.768066
	Iteration 48Q: 3 clusters Score -459322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -459324.218750 Penalty: 4159.768066
	Iteration 49Q: 3 clusters Score -459324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -459325.781250 Penalty: 4159.768066
	Iteration 50Q: 3 clusters Score -459325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -459329.031250 Penalty: 4159.768066
	Iteration 51Q: 3 clusters Score -459329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -459333.656250 Penalty: 4159.768066
	Iteration 52Q: 3 clusters Score -459333.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -459339.437500 Penalty: 4159.768066
	Iteration 53Q: 3 clusters Score -459339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -459343.781250 Penalty: 4159.768066
	Iteration 54Q: 3 clusters Score -459343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -459346.250000 Penalty: 4159.768066
	Iteration 55Q: 3 clusters Score -459346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -459347.843750 Penalty: 4159.768066
	Iteration 56Q: 3 clusters Score -459347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -459349.687500 Penalty: 4159.768066
	Iteration 57Q: 3 clusters Score -459349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -459350.656250 Penalty: 4159.768066
	Iteration 58Q: 3 clusters Score -459350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -459351.406250 Penalty: 4159.768066
	Iteration 59Q: 3 clusters Score -459351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -459353.093750 Penalty: 4159.768066
	Iteration 60F: 3 clusters Score -459353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -459354.718750 Penalty: 4159.768066
	Iteration 61Q: 3 clusters Score -459354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -459356.375000 Penalty: 4159.768066
	Iteration 62Q: 3 clusters Score -459356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -459357.593750 Penalty: 4159.768066
	Iteration 63Q: 3 clusters Score -459357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -459360.593750 Penalty: 4159.768066
	Iteration 64Q: 3 clusters Score -459360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -459361.437500 Penalty: 4159.768066
	Iteration 65Q: 3 clusters Score -459361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -459363.281250 Penalty: 4159.768066
	Iteration 66Q: 3 clusters Score -459363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -459363.593750 Penalty: 4159.768066
	Iteration 67Q: 3 clusters Score -459363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -459364.875000 Penalty: 4159.768066
	Iteration 68Q: 3 clusters Score -459364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -459365.531250 Penalty: 4159.768066
	Iteration 69Q: 3 clusters Score -459365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -459366.062500 Penalty: 4159.768066
	Iteration 70Q: 3 clusters Score -459366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -459366.062500 Penalty: 4159.768066
	Iteration 71F: 3 clusters Score -459366.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -438010.656250 Penalty: 2053.867432
	Iteration 0F: 2 clusters Score -438010.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -434173.531250 Penalty: 4107.734863
	Iteration 0F: 3 clusters Score -434173.5 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -435174.937500 Penalty: 4107.734863
	Iteration 1F: 3 clusters Score -435174.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -435578.906250 Penalty: 4107.734863
	Iteration 2F: 3 clusters Score -435578.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -435869.718750 Penalty: 4107.734863
	Iteration 3F: 3 clusters Score -435869.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -436087.843750 Penalty: 4107.734863
	Iteration 4F: 3 clusters Score -436087.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -436274.312500 Penalty: 4107.734863
	Iteration 5F: 3 clusters Score -436274.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -436427.250000 Penalty: 4107.734863
	Iteration 6Q: 3 clusters Score -436427.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -436580.906250 Penalty: 4107.734863
	Iteration 7Q: 3 clusters Score -436580.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -436733.812500 Penalty: 4107.734863
	Iteration 8Q: 3 clusters Score -436733.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -436858.906250 Penalty: 4107.734863
	Iteration 9Q: 3 clusters Score -436858.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -436932.875000 Penalty: 4107.734863
	Iteration 10Q: 3 clusters Score -436932.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -436969.656250 Penalty: 4107.734863
	Iteration 11Q: 3 clusters Score -436969.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -436992.437500 Penalty: 4107.734863
	Iteration 12Q: 3 clusters Score -436992.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -437006.375000 Penalty: 4107.734863
	Iteration 13Q: 3 clusters Score -437006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -437020.531250 Penalty: 4107.734863
	Iteration 14Q: 3 clusters Score -437020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -437032.125000 Penalty: 4107.734863
	Iteration 15Q: 3 clusters Score -437032.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -437040.281250 Penalty: 4107.734863
	Iteration 16Q: 3 clusters Score -437040.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -437043.750000 Penalty: 4107.734863
	Iteration 17Q: 3 clusters Score -437043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -437046.031250 Penalty: 4107.734863
	Iteration 18Q: 3 clusters Score -437046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -437048.156250 Penalty: 4107.734863
	Iteration 19Q: 3 clusters Score -437048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -437050.843750 Penalty: 4107.734863
	Iteration 20F: 3 clusters Score -437050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -437051.281250 Penalty: 4107.734863
	Iteration 21Q: 3 clusters Score -437051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -437054.218750 Penalty: 4107.734863
	Iteration 22Q: 3 clusters Score -437054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -437054.406250 Penalty: 4107.734863
	Iteration 23Q: 3 clusters Score -437054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -437055.375000 Penalty: 4107.734863
	Iteration 24Q: 3 clusters Score -437055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -437055.781250 Penalty: 4107.734863
	Iteration 25Q: 3 clusters Score -437055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -437055.781250 Penalty: 4107.734863
	Iteration 26F: 3 clusters Score -437055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.480469 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -29406.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28122.802734 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -28122.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28244.416016 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -28244.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28297.699219 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -28297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28334.730469 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -28334.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28336.835938 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -28336.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28336.835938 Penalty: 2825.758301
	Iteration 5F: 3 clusters Score -28336.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -1304866.125000 Penalty: 2304.967041
	Iteration 0F: 2 clusters Score -1304866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1296697.375000 Penalty: 4609.934082
	Iteration 0F: 3 clusters Score -1296697 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1299155.500000 Penalty: 4609.934082
	Iteration 1F: 3 clusters Score -1299156 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1299442.625000 Penalty: 4609.934082
	Iteration 2F: 3 clusters Score -1299443 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1299646.375000 Penalty: 4609.934082
	Iteration 3Q: 3 clusters Score -1299646 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1299806.625000 Penalty: 4609.934082
	Iteration 4Q: 3 clusters Score -1299807 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1299936.875000 Penalty: 4609.934082
	Iteration 5Q: 3 clusters Score -1299937 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1300056.625000 Penalty: 4609.934082
	Iteration 6Q: 3 clusters Score -1300057 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1300169.000000 Penalty: 4609.934082
	Iteration 7Q: 3 clusters Score -1300169 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1300308.875000 Penalty: 4609.934082
	Iteration 8Q: 3 clusters Score -1300309 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1300455.500000 Penalty: 4609.934082
	Iteration 9Q: 3 clusters Score -1300456 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1300609.875000 Penalty: 4609.934082
	Iteration 10Q: 3 clusters Score -1300610 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1300785.250000 Penalty: 4609.934082
	Iteration 11Q: 3 clusters Score -1300785 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1301004.500000 Penalty: 4609.934082
	Iteration 12Q: 3 clusters Score -1301004 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1301221.250000 Penalty: 4609.934082
	Iteration 13Q: 3 clusters Score -1301221 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1301427.750000 Penalty: 4609.934082
	Iteration 14Q: 3 clusters Score -1301428 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1301633.625000 Penalty: 4609.934082
	Iteration 15Q: 3 clusters Score -1301634 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1301878.500000 Penalty: 4609.934082
	Iteration 16Q: 3 clusters Score -1301878 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1302168.750000 Penalty: 4609.934082
	Iteration 17Q: 3 clusters Score -1302169 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1302423.875000 Penalty: 4609.934082
	Iteration 18Q: 3 clusters Score -1302424 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1302589.000000 Penalty: 4609.934082
	Iteration 19Q: 3 clusters Score -1302589 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1302688.000000 Penalty: 4609.934082
	Iteration 20F: 3 clusters Score -1302688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1302761.375000 Penalty: 4609.934082
	Iteration 21Q: 3 clusters Score -1302761 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1302811.250000 Penalty: 4609.934082
	Iteration 22Q: 3 clusters Score -1302811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1302842.250000 Penalty: 4609.934082
	Iteration 23Q: 3 clusters Score -1302842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1302866.375000 Penalty: 4609.934082
	Iteration 24Q: 3 clusters Score -1302866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1302885.500000 Penalty: 4609.934082
	Iteration 25Q: 3 clusters Score -1302886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1302898.500000 Penalty: 4609.934082
	Iteration 26Q: 3 clusters Score -1302898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1302909.875000 Penalty: 4609.934082
	Iteration 27Q: 3 clusters Score -1302910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1302922.750000 Penalty: 4609.934082
	Iteration 28Q: 3 clusters Score -1302923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1302928.625000 Penalty: 4609.934082
	Iteration 29Q: 3 clusters Score -1302929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1302938.125000 Penalty: 4609.934082
	Iteration 30Q: 3 clusters Score -1302938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1302941.625000 Penalty: 4609.934082
	Iteration 31Q: 3 clusters Score -1302942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1302951.125000 Penalty: 4609.934082
	Iteration 32Q: 3 clusters Score -1302951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1302957.000000 Penalty: 4609.934082
	Iteration 33Q: 3 clusters Score -1302957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1302962.750000 Penalty: 4609.934082
	Iteration 34Q: 3 clusters Score -1302963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1302970.000000 Penalty: 4609.934082
	Iteration 35Q: 3 clusters Score -1302970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1302968.625000 Penalty: 4609.934082
	Iteration 36Q: 3 clusters Score -1302969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1302978.250000 Penalty: 4609.934082
	Iteration 37Q: 3 clusters Score -1302978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1302981.125000 Penalty: 4609.934082
	Iteration 38Q: 3 clusters Score -1302981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1302984.625000 Penalty: 4609.934082
	Iteration 39Q: 3 clusters Score -1302985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1302988.750000 Penalty: 4609.934082
	Iteration 40F: 3 clusters Score -1302989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1302990.625000 Penalty: 4609.934082
	Iteration 41Q: 3 clusters Score -1302991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1302994.875000 Penalty: 4609.934082
	Iteration 42Q: 3 clusters Score -1302995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1302998.000000 Penalty: 4609.934082
	Iteration 43Q: 3 clusters Score -1302998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1303000.875000 Penalty: 4609.934082
	Iteration 44Q: 3 clusters Score -1303001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1303003.625000 Penalty: 4609.934082
	Iteration 45Q: 3 clusters Score -1303004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1303008.000000 Penalty: 4609.934082
	Iteration 46Q: 3 clusters Score -1303008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1303011.125000 Penalty: 4609.934082
	Iteration 47Q: 3 clusters Score -1303011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1303011.500000 Penalty: 4609.934082
	Iteration 48Q: 3 clusters Score -1303012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1303010.875000 Penalty: 4609.934082
	Iteration 49Q: 3 clusters Score -1303011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1303011.500000 Penalty: 4609.934082
	Iteration 50Q: 3 clusters Score -1303012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1303011.500000 Penalty: 4609.934082
	Iteration 51F: 3 clusters Score -1303012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Entering Unmasked Estep 
Score: -1332716.000000 Penalty: 2321.058105
	Iteration 0F: 2 clusters Score -1332716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1323999.000000 Penalty: 4642.116211
	Iteration 0F: 3 clusters Score -1323999 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1326733.375000 Penalty: 4642.116211
	Iteration 1F: 3 clusters Score -1326733 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1327093.625000 Penalty: 4642.116211
	Iteration 2F: 3 clusters Score -1327094 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1327388.875000 Penalty: 4642.116211
	Iteration 3F: 3 clusters Score -1327389 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1327660.625000 Penalty: 4642.116211
	Iteration 4Q: 3 clusters Score -1327661 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1327896.250000 Penalty: 4642.116211
	Iteration 5Q: 3 clusters Score -1327896 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1328130.125000 Penalty: 4642.116211
	Iteration 6Q: 3 clusters Score -1328130 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1328371.500000 Penalty: 4642.116211
	Iteration 7Q: 3 clusters Score -1328372 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1328654.750000 Penalty: 4642.116211
	Iteration 8Q: 3 clusters Score -1328655 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1328925.875000 Penalty: 4642.116211
	Iteration 9Q: 3 clusters Score -1328926 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1329194.000000 Penalty: 4642.116211
	Iteration 10Q: 3 clusters Score -1329194 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1329438.250000 Penalty: 4642.116211
	Iteration 11Q: 3 clusters Score -1329438 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1329665.625000 Penalty: 4642.116211
	Iteration 12Q: 3 clusters Score -1329666 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1329903.125000 Penalty: 4642.116211
	Iteration 13Q: 3 clusters Score -1329903 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1330115.750000 Penalty: 4642.116211
	Iteration 14Q: 3 clusters Score -1330116 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1330288.000000 Penalty: 4642.116211
	Iteration 15Q: 3 clusters Score -1330288 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1330422.375000 Penalty: 4642.116211
	Iteration 16Q: 3 clusters Score -1330422 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1330543.500000 Penalty: 4642.116211
	Iteration 17Q: 3 clusters Score -1330544 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1330648.250000 Penalty: 4642.116211
	Iteration 18Q: 3 clusters Score -1330648 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1330717.250000 Penalty: 4642.116211
	Iteration 19Q: 3 clusters Score -1330717 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1330775.750000 Penalty: 4642.116211
	Iteration 20F: 3 clusters Score -1330776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1330822.875000 Penalty: 4642.116211
	Iteration 21Q: 3 clusters Score -1330823 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1330857.500000 Penalty: 4642.116211
	Iteration 22Q: 3 clusters Score -1330858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1330886.000000 Penalty: 4642.116211
	Iteration 23Q: 3 clusters Score -1330886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1330902.250000 Penalty: 4642.116211
	Iteration 24Q: 3 clusters Score -1330902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1330909.500000 Penalty: 4642.116211
	Iteration 25Q: 3 clusters Score -1330910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1330917.000000 Penalty: 4642.116211
	Iteration 26Q: 3 clusters Score -1330917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1330923.250000 Penalty: 4642.116211
	Iteration 27Q: 3 clusters Score -1330923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1330928.000000 Penalty: 4642.116211
	Iteration 28Q: 3 clusters Score -1330928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1330934.875000 Penalty: 4642.116211
	Iteration 29Q: 3 clusters Score -1330935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1330944.000000 Penalty: 4642.116211
	Iteration 30Q: 3 clusters Score -1330944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1330947.750000 Penalty: 4642.116211
	Iteration 31Q: 3 clusters Score -1330948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1330948.625000 Penalty: 4642.116211
	Iteration 32Q: 3 clusters Score -1330949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1330951.125000 Penalty: 4642.116211
	Iteration 33Q: 3 clusters Score -1330951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1330953.625000 Penalty: 4642.116211
	Iteration 34Q: 3 clusters Score -1330954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1330954.375000 Penalty: 4642.116211
	Iteration 35Q: 3 clusters Score -1330954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1330955.750000 Penalty: 4642.116211
	Iteration 36Q: 3 clusters Score -1330956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1330955.500000 Penalty: 4642.116211
	Iteration 37Q: 3 clusters Score -1330956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1330956.625000 Penalty: 4642.116211
	Iteration 38Q: 3 clusters Score -1330957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1330957.500000 Penalty: 4642.116211
	Iteration 39Q: 3 clusters Score -1330958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1330956.000000 Penalty: 4642.116211
	Iteration 40F: 3 clusters Score -1330956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1330958.250000 Penalty: 4642.116211
	Iteration 41Q: 3 clusters Score -1330958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1330957.875000 Penalty: 4642.116211
	Iteration 42Q: 3 clusters Score -1330958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1330956.875000 Penalty: 4642.116211
	Iteration 43Q: 3 clusters Score -1330957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1330959.125000 Penalty: 4642.116211
	Iteration 44Q: 3 clusters Score -1330959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1330958.625000 Penalty: 4642.116211
	Iteration 45Q: 3 clusters Score -1330959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1330961.375000 Penalty: 4642.116211
	Iteration 46Q: 3 clusters Score -1330961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1330961.125000 Penalty: 4642.116211
	Iteration 47Q: 3 clusters Score -1330961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1330961.125000 Penalty: 4642.116211
	Iteration 48Q: 3 clusters Score -1330961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1330963.125000 Penalty: 4642.116211
	Iteration 49Q: 3 clusters Score -1330963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1330961.500000 Penalty: 4642.116211
	Iteration 50Q: 3 clusters Score -1330962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1330964.625000 Penalty: 4642.116211
	Iteration 51Q: 3 clusters Score -1330965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1330965.125000 Penalty: 4642.116211
	Iteration 52Q: 3 clusters Score -1330965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1330966.500000 Penalty: 4642.116211
	Iteration 53Q: 3 clusters Score -1330966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1330965.750000 Penalty: 4642.116211
	Iteration 54Q: 3 clusters Score -1330966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1330964.875000 Penalty: 4642.116211
	Iteration 55Q: 3 clusters Score -1330965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1330964.875000 Penalty: 4642.116211
	Iteration 56F: 3 clusters Score -1330965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -602142.062500 Penalty: 2137.474121
	Iteration 0F: 2 clusters Score -602142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -597308.062500 Penalty: 4274.948242
	Iteration 0F: 3 clusters Score -597308.1 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -598550.312500 Penalty: 4274.948242
	Iteration 1F: 3 clusters Score -598550.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -598800.312500 Penalty: 4274.948242
	Iteration 2F: 3 clusters Score -598800.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -598956.125000 Penalty: 4274.948242
	Iteration 3Q: 3 clusters Score -598956.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -599097.437500 Penalty: 4274.948242
	Iteration 4Q: 3 clusters Score -599097.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -599228.625000 Penalty: 4274.948242
	Iteration 5Q: 3 clusters Score -599228.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -599355.687500 Penalty: 4274.948242
	Iteration 6Q: 3 clusters Score -599355.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -599512.187500 Penalty: 4274.948242
	Iteration 7Q: 3 clusters Score -599512.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -599681.875000 Penalty: 4274.948242
	Iteration 8Q: 3 clusters Score -599681.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -599956.312500 Penalty: 4274.948242
	Iteration 9Q: 3 clusters Score -599956.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -600279.875000 Penalty: 4274.948242
	Iteration 10F: 3 clusters Score -600279.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -600683.125000 Penalty: 4274.948242
	Iteration 11F: 3 clusters Score -600683.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -601106.375000 Penalty: 4274.948242
	Iteration 12F: 3 clusters Score -601106.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -601523.687500 Penalty: 4274.948242
	Iteration 13F: 3 clusters Score -601523.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -601957.125000 Penalty: 4274.948242
	Iteration 14F: 3 clusters Score -601957.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -602270.750000 Penalty: 4274.948242
	Iteration 15Q: 3 clusters Score -602270.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -602430.812500 Penalty: 4274.948242
	Iteration 16Q: 3 clusters Score -602430.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -602505.687500 Penalty: 4274.948242
	Iteration 17Q: 3 clusters Score -602505.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -602542.750000 Penalty: 4274.948242
	Iteration 18Q: 3 clusters Score -602542.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -602563.750000 Penalty: 4274.948242
	Iteration 19Q: 3 clusters Score -602563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -602570.875000 Penalty: 4274.948242
	Iteration 20F: 3 clusters Score -602570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -602574.500000 Penalty: 4274.948242
	Iteration 21Q: 3 clusters Score -602574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -602574.250000 Penalty: 4274.948242
	Iteration 22Q: 3 clusters Score -602574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -602575.750000 Penalty: 4274.948242
	Iteration 23Q: 3 clusters Score -602575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -602575.750000 Penalty: 4274.948242
	Iteration 24F: 3 clusters Score -602575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 73715 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 29342 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173302 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11604 members 
Mstep: Class 34 contains 2492 members 
Mstep: Class 35 contains 155197 members 
Mstep: Class 36 contains 3043 members 
Entering Unmasked Estep 
Score: -205540944.000000 Penalty: 128518.421875
Splitting cluster 34 changes total score from -205541248.000000 to -205540944.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17750 members 
Mstep: Class 5 contains 23243 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 81381 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 16989 members 
Mstep: Class 10 contains 30833 members 
Mstep: Class 11 contains 170578 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 29128 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 73715 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 29342 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19482 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 41208 members 
Mstep: Class 25 contains 246325 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173302 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11604 members 
Mstep: Class 34 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205543200.000000 Penalty: 124948.460938
Iteration 279Q: 36 clusters Score -2.055432e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 96604 members 
Mstep: Class 3 contains 41423 members 
Mstep: Class 4 contains 17836 members 
Mstep: Class 5 contains 23226 members 
Mstep: Class 6 contains 209694 members 
Mstep: Class 7 contains 81376 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 16767 members 
Mstep: Class 10 contains 30834 members 
Mstep: Class 11 contains 170582 members 
Mstep: Class 12 contains 13094 members 
Mstep: Class 13 contains 70482 members 
Mstep: Class 14 contains 29267 members 
Mstep: Class 15 contains 48226 members 
Mstep: Class 16 contains 110248 members 
Mstep: Class 17 contains 73744 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17926 members 
Mstep: Class 20 contains 29561 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19643 members 
Mstep: Class 23 contains 7482 members 
Mstep: Class 24 contains 41204 members 
Mstep: Class 25 contains 246432 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173294 members 
Mstep: Class 28 contains 363 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 11628 members 
Mstep: Class 34 contains 5539 members 
Mstep: Class 35 contains 152376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545568.000000 Penalty: 124948.460938
Iteration 280F: 36 clusters Score -2.055456e+08 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 96634 members 
Mstep: Class 3 contains 41414 members 
Mstep: Class 4 contains 17858 members 
Mstep: Class 5 contains 23204 members 
Mstep: Class 6 contains 208340 members 
Mstep: Class 7 contains 81373 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 30836 members 
Mstep: Class 11 contains 170568 members 
Mstep: Class 12 contains 13687 members 
Mstep: Class 13 contains 70484 members 
Mstep: Class 14 contains 29175 members 
Mstep: Class 15 contains 48245 members 
Mstep: Class 16 contains 110254 members 
Mstep: Class 17 contains 73756 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17890 members 
Mstep: Class 20 contains 29570 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19501 members 
Mstep: Class 23 contains 7480 members 
Mstep: Class 24 contains 41191 members 
Mstep: Class 25 contains 246450 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173280 members 
Mstep: Class 28 contains 362 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10881 members 
Mstep: Class 33 contains 11639 members 
Mstep: Class 34 contains 5546 members 
Mstep: Class 35 contains 153722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545424.000000 Penalty: 124948.460938
Iteration 281Q: 36 clusters Score -2.055454e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 96628 members 
Mstep: Class 3 contains 41406 members 
Mstep: Class 4 contains 17868 members 
Mstep: Class 5 contains 23173 members 
Mstep: Class 6 contains 207028 members 
Mstep: Class 7 contains 81374 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 16068 members 
Mstep: Class 10 contains 30838 members 
Mstep: Class 11 contains 170551 members 
Mstep: Class 12 contains 14302 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 29096 members 
Mstep: Class 15 contains 48283 members 
Mstep: Class 16 contains 110276 members 
Mstep: Class 17 contains 73771 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17867 members 
Mstep: Class 20 contains 29581 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19426 members 
Mstep: Class 23 contains 7481 members 
Mstep: Class 24 contains 41175 members 
Mstep: Class 25 contains 246449 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173274 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4384 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 11636 members 
Mstep: Class 34 contains 5550 members 
Mstep: Class 35 contains 154946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545568.000000 Penalty: 124948.460938
Iteration 282Q: 36 clusters Score -2.055456e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 96554 members 
Mstep: Class 3 contains 41396 members 
Mstep: Class 4 contains 17892 members 
Mstep: Class 5 contains 23144 members 
Mstep: Class 6 contains 205667 members 
Mstep: Class 7 contains 81378 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 15730 members 
Mstep: Class 10 contains 30837 members 
Mstep: Class 11 contains 170540 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 70471 members 
Mstep: Class 14 contains 29047 members 
Mstep: Class 15 contains 48334 members 
Mstep: Class 16 contains 110295 members 
Mstep: Class 17 contains 73785 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17859 members 
Mstep: Class 20 contains 29586 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19359 members 
Mstep: Class 23 contains 7483 members 
Mstep: Class 24 contains 41160 members 
Mstep: Class 25 contains 246436 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173274 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4382 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10878 members 
Mstep: Class 33 contains 11636 members 
Mstep: Class 34 contains 5552 members 
Mstep: Class 35 contains 156184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545536.000000 Penalty: 124948.460938
Iteration 283Q: 36 clusters Score -2.055455e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 96472 members 
Mstep: Class 3 contains 41394 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 23126 members 
Mstep: Class 6 contains 204176 members 
Mstep: Class 7 contains 81380 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 15428 members 
Mstep: Class 10 contains 30839 members 
Mstep: Class 11 contains 170528 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 70455 members 
Mstep: Class 14 contains 29023 members 
Mstep: Class 15 contains 48385 members 
Mstep: Class 16 contains 110288 members 
Mstep: Class 17 contains 73825 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17849 members 
Mstep: Class 20 contains 29606 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19299 members 
Mstep: Class 23 contains 7482 members 
Mstep: Class 24 contains 41137 members 
Mstep: Class 25 contains 246420 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173276 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4380 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11633 members 
Mstep: Class 34 contains 5552 members 
Mstep: Class 35 contains 157477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205546192.000000 Penalty: 124948.460938
Iteration 284Q: 36 clusters Score -2.055462e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 96392 members 
Mstep: Class 3 contains 41391 members 
Mstep: Class 4 contains 17944 members 
Mstep: Class 5 contains 23107 members 
Mstep: Class 6 contains 202581 members 
Mstep: Class 7 contains 81387 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 15170 members 
Mstep: Class 10 contains 30830 members 
Mstep: Class 11 contains 170513 members 
Mstep: Class 12 contains 16284 members 
Mstep: Class 13 contains 70445 members 
Mstep: Class 14 contains 29012 members 
Mstep: Class 15 contains 48398 members 
Mstep: Class 16 contains 110306 members 
Mstep: Class 17 contains 73854 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17833 members 
Mstep: Class 20 contains 29610 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19272 members 
Mstep: Class 23 contains 7481 members 
Mstep: Class 24 contains 41121 members 
Mstep: Class 25 contains 246419 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173265 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4379 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11627 members 
Mstep: Class 34 contains 5551 members 
Mstep: Class 35 contains 158806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205546576.000000 Penalty: 124948.460938
Iteration 285Q: 36 clusters Score -2.055466e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 96315 members 
Mstep: Class 3 contains 41390 members 
Mstep: Class 4 contains 17973 members 
Mstep: Class 5 contains 23083 members 
Mstep: Class 6 contains 200908 members 
Mstep: Class 7 contains 81387 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 14953 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 170500 members 
Mstep: Class 12 contains 16941 members 
Mstep: Class 13 contains 70442 members 
Mstep: Class 14 contains 28980 members 
Mstep: Class 15 contains 48409 members 
Mstep: Class 16 contains 110327 members 
Mstep: Class 17 contains 73876 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17825 members 
Mstep: Class 20 contains 29593 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19248 members 
Mstep: Class 23 contains 7479 members 
Mstep: Class 24 contains 41105 members 
Mstep: Class 25 contains 246420 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173257 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4383 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10879 members 
Mstep: Class 33 contains 11630 members 
Mstep: Class 34 contains 5554 members 
Mstep: Class 35 contains 160178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205547120.000000 Penalty: 124948.460938
Iteration 286Q: 36 clusters Score -2.055471e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 96228 members 
Mstep: Class 3 contains 41391 members 
Mstep: Class 4 contains 17983 members 
Mstep: Class 5 contains 23057 members 
Mstep: Class 6 contains 199287 members 
Mstep: Class 7 contains 81388 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 14772 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 170489 members 
Mstep: Class 12 contains 17601 members 
Mstep: Class 13 contains 70440 members 
Mstep: Class 14 contains 28946 members 
Mstep: Class 15 contains 48424 members 
Mstep: Class 16 contains 110342 members 
Mstep: Class 17 contains 73902 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17816 members 
Mstep: Class 20 contains 29581 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19200 members 
Mstep: Class 23 contains 7477 members 
Mstep: Class 24 contains 41092 members 
Mstep: Class 25 contains 246417 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173264 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4387 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 11630 members 
Mstep: Class 34 contains 5556 members 
Mstep: Class 35 contains 161494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205548000.000000 Penalty: 124948.460938
Iteration 287Q: 36 clusters Score -2.05548e+08 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 96111 members 
Mstep: Class 3 contains 41386 members 
Mstep: Class 4 contains 17995 members 
Mstep: Class 5 contains 23033 members 
Mstep: Class 6 contains 197622 members 
Mstep: Class 7 contains 81389 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 14591 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 170476 members 
Mstep: Class 12 contains 18267 members 
Mstep: Class 13 contains 70444 members 
Mstep: Class 14 contains 28919 members 
Mstep: Class 15 contains 48457 members 
Mstep: Class 16 contains 110346 members 
Mstep: Class 17 contains 73934 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17814 members 
Mstep: Class 20 contains 29568 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19136 members 
Mstep: Class 23 contains 7478 members 
Mstep: Class 24 contains 41083 members 
Mstep: Class 25 contains 246401 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173268 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4387 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 11636 members 
Mstep: Class 34 contains 5558 members 
Mstep: Class 35 contains 162880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205548272.000000 Penalty: 124948.460938
Iteration 288Q: 36 clusters Score -2.055483e+08 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 95984 members 
Mstep: Class 3 contains 41385 members 
Mstep: Class 4 contains 18008 members 
Mstep: Class 5 contains 23000 members 
Mstep: Class 6 contains 195949 members 
Mstep: Class 7 contains 81390 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 170472 members 
Mstep: Class 12 contains 18942 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 28900 members 
Mstep: Class 15 contains 48485 members 
Mstep: Class 16 contains 110355 members 
Mstep: Class 17 contains 73968 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17807 members 
Mstep: Class 20 contains 29551 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 7478 members 
Mstep: Class 24 contains 41074 members 
Mstep: Class 25 contains 246385 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173264 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11640 members 
Mstep: Class 34 contains 5558 members 
Mstep: Class 35 contains 164248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205548896.000000 Penalty: 124948.460938
Iteration 289Q: 36 clusters Score -2.055489e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 95831 members 
Mstep: Class 3 contains 41386 members 
Mstep: Class 4 contains 18022 members 
Mstep: Class 5 contains 22974 members 
Mstep: Class 6 contains 194358 members 
Mstep: Class 7 contains 81389 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 14260 members 
Mstep: Class 10 contains 30826 members 
Mstep: Class 11 contains 170467 members 
Mstep: Class 12 contains 19642 members 
Mstep: Class 13 contains 70447 members 
Mstep: Class 14 contains 28909 members 
Mstep: Class 15 contains 48520 members 
Mstep: Class 16 contains 110351 members 
Mstep: Class 17 contains 73999 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17792 members 
Mstep: Class 20 contains 29537 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19061 members 
Mstep: Class 23 contains 7478 members 
Mstep: Class 24 contains 41074 members 
Mstep: Class 25 contains 246385 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173256 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4385 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 11643 members 
Mstep: Class 34 contains 5559 members 
Mstep: Class 35 contains 165461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205549424.000000 Penalty: 124948.460938
Iteration 290Q: 36 clusters Score -2.055494e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 95708 members 
Mstep: Class 3 contains 41388 members 
Mstep: Class 4 contains 18025 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 192847 members 
Mstep: Class 7 contains 81390 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 30824 members 
Mstep: Class 11 contains 170460 members 
Mstep: Class 12 contains 20379 members 
Mstep: Class 13 contains 70446 members 
Mstep: Class 14 contains 28900 members 
Mstep: Class 15 contains 48552 members 
Mstep: Class 16 contains 110339 members 
Mstep: Class 17 contains 74030 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17785 members 
Mstep: Class 20 contains 29515 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 19031 members 
Mstep: Class 23 contains 7480 members 
Mstep: Class 24 contains 41069 members 
Mstep: Class 25 contains 246406 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173255 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4384 members 
Mstep: Class 30 contains 3955 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11648 members 
Mstep: Class 34 contains 5567 members 
Mstep: Class 35 contains 166513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205549488.000000 Penalty: 124948.460938
Iteration 291Q: 36 clusters Score -2.055495e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 95581 members 
Mstep: Class 3 contains 41389 members 
Mstep: Class 4 contains 18027 members 
Mstep: Class 5 contains 22938 members 
Mstep: Class 6 contains 191397 members 
Mstep: Class 7 contains 81385 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 14019 members 
Mstep: Class 10 contains 30820 members 
Mstep: Class 11 contains 170460 members 
Mstep: Class 12 contains 21105 members 
Mstep: Class 13 contains 70441 members 
Mstep: Class 14 contains 28890 members 
Mstep: Class 15 contains 48553 members 
Mstep: Class 16 contains 110325 members 
Mstep: Class 17 contains 74063 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17776 members 
Mstep: Class 20 contains 29507 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18977 members 
Mstep: Class 23 contains 7479 members 
Mstep: Class 24 contains 41059 members 
Mstep: Class 25 contains 246437 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173257 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4382 members 
Mstep: Class 30 contains 3955 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11653 members 
Mstep: Class 34 contains 5573 members 
Mstep: Class 35 contains 167535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205549712.000000 Penalty: 124948.460938
Iteration 292Q: 36 clusters Score -2.055497e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 95433 members 
Mstep: Class 3 contains 41389 members 
Mstep: Class 4 contains 18036 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 190013 members 
Mstep: Class 7 contains 81385 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 13933 members 
Mstep: Class 10 contains 30813 members 
Mstep: Class 11 contains 170464 members 
Mstep: Class 12 contains 21845 members 
Mstep: Class 13 contains 70437 members 
Mstep: Class 14 contains 28866 members 
Mstep: Class 15 contains 48565 members 
Mstep: Class 16 contains 110314 members 
Mstep: Class 17 contains 74089 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 29497 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18936 members 
Mstep: Class 23 contains 7480 members 
Mstep: Class 24 contains 41056 members 
Mstep: Class 25 contains 246457 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173253 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4384 members 
Mstep: Class 30 contains 3955 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11656 members 
Mstep: Class 34 contains 5573 members 
Mstep: Class 35 contains 168463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205550176.000000 Penalty: 124948.460938
Iteration 293Q: 36 clusters Score -2.055502e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 95329 members 
Mstep: Class 3 contains 41388 members 
Mstep: Class 4 contains 18041 members 
Mstep: Class 5 contains 22907 members 
Mstep: Class 6 contains 188661 members 
Mstep: Class 7 contains 81378 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 13846 members 
Mstep: Class 10 contains 30808 members 
Mstep: Class 11 contains 170468 members 
Mstep: Class 12 contains 22626 members 
Mstep: Class 13 contains 70435 members 
Mstep: Class 14 contains 28859 members 
Mstep: Class 15 contains 48567 members 
Mstep: Class 16 contains 110307 members 
Mstep: Class 17 contains 74105 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17770 members 
Mstep: Class 20 contains 29473 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18885 members 
Mstep: Class 23 contains 7482 members 
Mstep: Class 24 contains 41048 members 
Mstep: Class 25 contains 246480 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173250 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4383 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 11660 members 
Mstep: Class 34 contains 5574 members 
Mstep: Class 35 contains 169304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205550384.000000 Penalty: 124948.460938
Iteration 294Q: 36 clusters Score -2.055504e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 95216 members 
Mstep: Class 3 contains 41382 members 
Mstep: Class 4 contains 18042 members 
Mstep: Class 5 contains 22895 members 
Mstep: Class 6 contains 187350 members 
Mstep: Class 7 contains 81379 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 13769 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 170472 members 
Mstep: Class 12 contains 23406 members 
Mstep: Class 13 contains 70436 members 
Mstep: Class 14 contains 28870 members 
Mstep: Class 15 contains 48591 members 
Mstep: Class 16 contains 110297 members 
Mstep: Class 17 contains 74119 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17778 members 
Mstep: Class 20 contains 29455 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18850 members 
Mstep: Class 23 contains 7486 members 
Mstep: Class 24 contains 41042 members 
Mstep: Class 25 contains 246482 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173250 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4382 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10871 members 
Mstep: Class 33 contains 11668 members 
Mstep: Class 34 contains 5579 members 
Mstep: Class 35 contains 170043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205550928.000000 Penalty: 124948.460938
Iteration 295Q: 36 clusters Score -2.055509e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 95107 members 
Mstep: Class 3 contains 41380 members 
Mstep: Class 4 contains 18040 members 
Mstep: Class 5 contains 22883 members 
Mstep: Class 6 contains 186115 members 
Mstep: Class 7 contains 81375 members 
Mstep: Class 8 contains 7249 members 
Mstep: Class 9 contains 13680 members 
Mstep: Class 10 contains 30792 members 
Mstep: Class 11 contains 170474 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 70445 members 
Mstep: Class 14 contains 28884 members 
Mstep: Class 15 contains 48614 members 
Mstep: Class 16 contains 110293 members 
Mstep: Class 17 contains 74144 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17783 members 
Mstep: Class 20 contains 29454 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18816 members 
Mstep: Class 23 contains 7488 members 
Mstep: Class 24 contains 41035 members 
Mstep: Class 25 contains 246470 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173250 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4379 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10867 members 
Mstep: Class 33 contains 11670 members 
Mstep: Class 34 contains 5579 members 
Mstep: Class 35 contains 170700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205551232.000000 Penalty: 124948.460938
Iteration 296Q: 36 clusters Score -2.055512e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 95003 members 
Mstep: Class 3 contains 41378 members 
Mstep: Class 4 contains 18038 members 
Mstep: Class 5 contains 22877 members 
Mstep: Class 6 contains 184976 members 
Mstep: Class 7 contains 81378 members 
Mstep: Class 8 contains 7251 members 
Mstep: Class 9 contains 13610 members 
Mstep: Class 10 contains 30789 members 
Mstep: Class 11 contains 170475 members 
Mstep: Class 12 contains 24988 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 28890 members 
Mstep: Class 15 contains 48633 members 
Mstep: Class 16 contains 110291 members 
Mstep: Class 17 contains 74166 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 29442 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18766 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 41029 members 
Mstep: Class 25 contains 246469 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173239 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4378 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10871 members 
Mstep: Class 33 contains 11671 members 
Mstep: Class 34 contains 5578 members 
Mstep: Class 35 contains 171262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205551552.000000 Penalty: 124948.460938
Iteration 297Q: 36 clusters Score -2.055516e+08 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 94923 members 
Mstep: Class 3 contains 41379 members 
Mstep: Class 4 contains 18036 members 
Mstep: Class 5 contains 22866 members 
Mstep: Class 6 contains 183898 members 
Mstep: Class 7 contains 81374 members 
Mstep: Class 8 contains 7253 members 
Mstep: Class 9 contains 13527 members 
Mstep: Class 10 contains 30781 members 
Mstep: Class 11 contains 170470 members 
Mstep: Class 12 contains 25722 members 
Mstep: Class 13 contains 70459 members 
Mstep: Class 14 contains 28913 members 
Mstep: Class 15 contains 48664 members 
Mstep: Class 16 contains 110278 members 
Mstep: Class 17 contains 74186 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17769 members 
Mstep: Class 20 contains 29436 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18730 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 41025 members 
Mstep: Class 25 contains 246471 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173237 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4382 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 11674 members 
Mstep: Class 34 contains 5581 members 
Mstep: Class 35 contains 171766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552096.000000 Penalty: 124948.460938
Iteration 298Q: 36 clusters Score -2.055521e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 94856 members 
Mstep: Class 3 contains 41379 members 
Mstep: Class 4 contains 18032 members 
Mstep: Class 5 contains 22861 members 
Mstep: Class 6 contains 182960 members 
Mstep: Class 7 contains 81372 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 13460 members 
Mstep: Class 10 contains 30774 members 
Mstep: Class 11 contains 170472 members 
Mstep: Class 12 contains 26435 members 
Mstep: Class 13 contains 70459 members 
Mstep: Class 14 contains 28913 members 
Mstep: Class 15 contains 48674 members 
Mstep: Class 16 contains 110268 members 
Mstep: Class 17 contains 74207 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17757 members 
Mstep: Class 20 contains 29434 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18703 members 
Mstep: Class 23 contains 7491 members 
Mstep: Class 24 contains 41007 members 
Mstep: Class 25 contains 246473 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173229 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4383 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 11684 members 
Mstep: Class 34 contains 5583 members 
Mstep: Class 35 contains 172167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552400.000000 Penalty: 124948.460938
Iteration 299Q: 36 clusters Score -2.055524e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 94798 members 
Mstep: Class 3 contains 41377 members 
Mstep: Class 4 contains 18043 members 
Mstep: Class 5 contains 22863 members 
Mstep: Class 6 contains 182134 members 
Mstep: Class 7 contains 81361 members 
Mstep: Class 8 contains 7256 members 
Mstep: Class 9 contains 13373 members 
Mstep: Class 10 contains 30775 members 
Mstep: Class 11 contains 170469 members 
Mstep: Class 12 contains 27138 members 
Mstep: Class 13 contains 70456 members 
Mstep: Class 14 contains 28928 members 
Mstep: Class 15 contains 48680 members 
Mstep: Class 16 contains 110258 members 
Mstep: Class 17 contains 74229 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 29433 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18670 members 
Mstep: Class 23 contains 7492 members 
Mstep: Class 24 contains 40990 members 
Mstep: Class 25 contains 246454 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173227 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4386 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 11689 members 
Mstep: Class 34 contains 5583 members 
Mstep: Class 35 contains 172474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552432.000000 Penalty: 124948.460938
Iteration 300F: 36 clusters Score -2.055524e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 94736 members 
Mstep: Class 3 contains 41379 members 
Mstep: Class 4 contains 18048 members 
Mstep: Class 5 contains 22865 members 
Mstep: Class 6 contains 181439 members 
Mstep: Class 7 contains 81361 members 
Mstep: Class 8 contains 7257 members 
Mstep: Class 9 contains 13310 members 
Mstep: Class 10 contains 30774 members 
Mstep: Class 11 contains 170469 members 
Mstep: Class 12 contains 27892 members 
Mstep: Class 13 contains 70457 members 
Mstep: Class 14 contains 28937 members 
Mstep: Class 15 contains 48676 members 
Mstep: Class 16 contains 110233 members 
Mstep: Class 17 contains 74237 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17738 members 
Mstep: Class 20 contains 29432 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18625 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40972 members 
Mstep: Class 25 contains 246457 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173232 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4390 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 11694 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 172599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205553056.000000 Penalty: 124948.460938
Iteration 301Q: 36 clusters Score -2.055531e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 94685 members 
Mstep: Class 3 contains 41377 members 
Mstep: Class 4 contains 18057 members 
Mstep: Class 5 contains 22858 members 
Mstep: Class 6 contains 180788 members 
Mstep: Class 7 contains 81359 members 
Mstep: Class 8 contains 7257 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 10 contains 30774 members 
Mstep: Class 11 contains 170468 members 
Mstep: Class 12 contains 28597 members 
Mstep: Class 13 contains 70460 members 
Mstep: Class 14 contains 28944 members 
Mstep: Class 15 contains 48683 members 
Mstep: Class 16 contains 110229 members 
Mstep: Class 17 contains 74254 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17725 members 
Mstep: Class 20 contains 29457 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18602 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40952 members 
Mstep: Class 25 contains 246469 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173229 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 11698 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 172646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205553408.000000 Penalty: 124948.460938
Iteration 302Q: 36 clusters Score -2.055534e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 94629 members 
Mstep: Class 3 contains 41377 members 
Mstep: Class 4 contains 18061 members 
Mstep: Class 5 contains 22857 members 
Mstep: Class 6 contains 180278 members 
Mstep: Class 7 contains 81360 members 
Mstep: Class 8 contains 7258 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 30772 members 
Mstep: Class 11 contains 170468 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 70459 members 
Mstep: Class 14 contains 28931 members 
Mstep: Class 15 contains 48679 members 
Mstep: Class 16 contains 110215 members 
Mstep: Class 17 contains 74270 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17718 members 
Mstep: Class 20 contains 29487 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18570 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40931 members 
Mstep: Class 25 contains 246472 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173227 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4385 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 11706 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 172614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205553472.000000 Penalty: 124948.460938
Iteration 303Q: 36 clusters Score -2.055535e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 94600 members 
Mstep: Class 3 contains 41376 members 
Mstep: Class 4 contains 18070 members 
Mstep: Class 5 contains 22855 members 
Mstep: Class 6 contains 179867 members 
Mstep: Class 7 contains 81362 members 
Mstep: Class 8 contains 7258 members 
Mstep: Class 9 contains 13146 members 
Mstep: Class 10 contains 30773 members 
Mstep: Class 11 contains 170464 members 
Mstep: Class 12 contains 29968 members 
Mstep: Class 13 contains 70461 members 
Mstep: Class 14 contains 28934 members 
Mstep: Class 15 contains 48695 members 
Mstep: Class 16 contains 110213 members 
Mstep: Class 17 contains 74285 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17713 members 
Mstep: Class 20 contains 29505 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18546 members 
Mstep: Class 23 contains 7495 members 
Mstep: Class 24 contains 40911 members 
Mstep: Class 25 contains 246472 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173219 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4382 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10879 members 
Mstep: Class 33 contains 11710 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 172435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554192.000000 Penalty: 124948.460938
Iteration 304Q: 36 clusters Score -2.055542e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 94575 members 
Mstep: Class 3 contains 41373 members 
Mstep: Class 4 contains 18083 members 
Mstep: Class 5 contains 22842 members 
Mstep: Class 6 contains 179521 members 
Mstep: Class 7 contains 81361 members 
Mstep: Class 8 contains 7260 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 30771 members 
Mstep: Class 11 contains 170470 members 
Mstep: Class 12 contains 30651 members 
Mstep: Class 13 contains 70467 members 
Mstep: Class 14 contains 28947 members 
Mstep: Class 15 contains 48719 members 
Mstep: Class 16 contains 110207 members 
Mstep: Class 17 contains 74296 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17708 members 
Mstep: Class 20 contains 29530 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18506 members 
Mstep: Class 23 contains 7495 members 
Mstep: Class 24 contains 40883 members 
Mstep: Class 25 contains 246482 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173214 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4382 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10882 members 
Mstep: Class 33 contains 11718 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 172182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554544.000000 Penalty: 124948.460938
Iteration 305Q: 36 clusters Score -2.055545e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 94550 members 
Mstep: Class 3 contains 41376 members 
Mstep: Class 4 contains 18091 members 
Mstep: Class 5 contains 22841 members 
Mstep: Class 6 contains 179191 members 
Mstep: Class 7 contains 81355 members 
Mstep: Class 8 contains 7263 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 10 contains 30770 members 
Mstep: Class 11 contains 170466 members 
Mstep: Class 12 contains 31295 members 
Mstep: Class 13 contains 70465 members 
Mstep: Class 14 contains 28953 members 
Mstep: Class 15 contains 48740 members 
Mstep: Class 16 contains 110207 members 
Mstep: Class 17 contains 74312 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17703 members 
Mstep: Class 20 contains 29548 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18474 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40854 members 
Mstep: Class 25 contains 246487 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173209 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4381 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10884 members 
Mstep: Class 33 contains 11727 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 171934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554672.000000 Penalty: 124948.460938
Iteration 306Q: 36 clusters Score -2.055547e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 94533 members 
Mstep: Class 3 contains 41376 members 
Mstep: Class 4 contains 18100 members 
Mstep: Class 5 contains 22838 members 
Mstep: Class 6 contains 178855 members 
Mstep: Class 7 contains 81352 members 
Mstep: Class 8 contains 7263 members 
Mstep: Class 9 contains 12996 members 
Mstep: Class 10 contains 30769 members 
Mstep: Class 11 contains 170468 members 
Mstep: Class 12 contains 31905 members 
Mstep: Class 13 contains 70464 members 
Mstep: Class 14 contains 28971 members 
Mstep: Class 15 contains 48765 members 
Mstep: Class 16 contains 110200 members 
Mstep: Class 17 contains 74320 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 29563 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18457 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40830 members 
Mstep: Class 25 contains 246520 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173203 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4378 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10884 members 
Mstep: Class 33 contains 11732 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 171686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554656.000000 Penalty: 124948.460938
Iteration 307Q: 36 clusters Score -2.055547e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 94511 members 
Mstep: Class 3 contains 41372 members 
Mstep: Class 4 contains 18103 members 
Mstep: Class 5 contains 22843 members 
Mstep: Class 6 contains 178573 members 
Mstep: Class 7 contains 81346 members 
Mstep: Class 8 contains 7264 members 
Mstep: Class 9 contains 12962 members 
Mstep: Class 10 contains 30767 members 
Mstep: Class 11 contains 170471 members 
Mstep: Class 12 contains 32512 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 28971 members 
Mstep: Class 15 contains 48773 members 
Mstep: Class 16 contains 110193 members 
Mstep: Class 17 contains 74326 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17675 members 
Mstep: Class 20 contains 29593 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18434 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40806 members 
Mstep: Class 25 contains 246538 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173200 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 11736 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 171419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205555168.000000 Penalty: 124948.460938
Iteration 308Q: 36 clusters Score -2.055552e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 94479 members 
Mstep: Class 3 contains 41373 members 
Mstep: Class 4 contains 18100 members 
Mstep: Class 5 contains 22848 members 
Mstep: Class 6 contains 178327 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 30764 members 
Mstep: Class 11 contains 170476 members 
Mstep: Class 12 contains 33149 members 
Mstep: Class 13 contains 70473 members 
Mstep: Class 14 contains 28958 members 
Mstep: Class 15 contains 48777 members 
Mstep: Class 16 contains 110183 members 
Mstep: Class 17 contains 74333 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17660 members 
Mstep: Class 20 contains 29619 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18410 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40784 members 
Mstep: Class 25 contains 246535 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173198 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 3944 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 11741 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 171134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205555520.000000 Penalty: 124948.460938
Iteration 309Q: 36 clusters Score -2.055555e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 94443 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 18101 members 
Mstep: Class 5 contains 22847 members 
Mstep: Class 6 contains 178110 members 
Mstep: Class 7 contains 81343 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 12890 members 
Mstep: Class 10 contains 30760 members 
Mstep: Class 11 contains 170478 members 
Mstep: Class 12 contains 33752 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28930 members 
Mstep: Class 15 contains 48772 members 
Mstep: Class 16 contains 110166 members 
Mstep: Class 17 contains 74337 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17657 members 
Mstep: Class 20 contains 29643 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18391 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40765 members 
Mstep: Class 25 contains 246547 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173197 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4378 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 11743 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 170861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205555680.000000 Penalty: 124948.460938
Iteration 310Q: 36 clusters Score -2.055557e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 94433 members 
Mstep: Class 3 contains 41374 members 
Mstep: Class 4 contains 18108 members 
Mstep: Class 5 contains 22844 members 
Mstep: Class 6 contains 177871 members 
Mstep: Class 7 contains 81348 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 12864 members 
Mstep: Class 10 contains 30755 members 
Mstep: Class 11 contains 170473 members 
Mstep: Class 12 contains 34339 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28900 members 
Mstep: Class 15 contains 48781 members 
Mstep: Class 16 contains 110152 members 
Mstep: Class 17 contains 74346 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17660 members 
Mstep: Class 20 contains 29680 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18389 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40753 members 
Mstep: Class 25 contains 246552 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173195 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10889 members 
Mstep: Class 33 contains 11747 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 170541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205556208.000000 Penalty: 124948.460938
Iteration 311Q: 36 clusters Score -2.055562e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 94419 members 
Mstep: Class 3 contains 41372 members 
Mstep: Class 4 contains 18115 members 
Mstep: Class 5 contains 22833 members 
Mstep: Class 6 contains 177631 members 
Mstep: Class 7 contains 81346 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 10 contains 30749 members 
Mstep: Class 11 contains 170478 members 
Mstep: Class 12 contains 34905 members 
Mstep: Class 13 contains 70473 members 
Mstep: Class 14 contains 28882 members 
Mstep: Class 15 contains 48778 members 
Mstep: Class 16 contains 110144 members 
Mstep: Class 17 contains 74356 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17661 members 
Mstep: Class 20 contains 29719 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18375 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40740 members 
Mstep: Class 25 contains 246558 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173197 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 11756 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 170245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205556432.000000 Penalty: 124948.460938
Iteration 312Q: 36 clusters Score -2.055564e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 94387 members 
Mstep: Class 3 contains 41370 members 
Mstep: Class 4 contains 18122 members 
Mstep: Class 5 contains 22826 members 
Mstep: Class 6 contains 177399 members 
Mstep: Class 7 contains 81349 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 12832 members 
Mstep: Class 10 contains 30751 members 
Mstep: Class 11 contains 170476 members 
Mstep: Class 12 contains 35531 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28857 members 
Mstep: Class 15 contains 48772 members 
Mstep: Class 16 contains 110145 members 
Mstep: Class 17 contains 74370 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17659 members 
Mstep: Class 20 contains 29761 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18360 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 40722 members 
Mstep: Class 25 contains 246548 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173193 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 11760 members 
Mstep: Class 34 contains 5583 members 
Mstep: Class 35 contains 169928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205556864.000000 Penalty: 124948.460938
Iteration 313Q: 36 clusters Score -2.055569e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 94360 members 
Mstep: Class 3 contains 41368 members 
Mstep: Class 4 contains 18134 members 
Mstep: Class 5 contains 22821 members 
Mstep: Class 6 contains 177138 members 
Mstep: Class 7 contains 81348 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 12822 members 
Mstep: Class 10 contains 30749 members 
Mstep: Class 11 contains 170470 members 
Mstep: Class 12 contains 36106 members 
Mstep: Class 13 contains 70477 members 
Mstep: Class 14 contains 28834 members 
Mstep: Class 15 contains 48770 members 
Mstep: Class 16 contains 110146 members 
Mstep: Class 17 contains 74381 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17663 members 
Mstep: Class 20 contains 29806 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18342 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 40710 members 
Mstep: Class 25 contains 246543 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173189 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10897 members 
Mstep: Class 33 contains 11761 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 169658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557168.000000 Penalty: 124948.460938
Iteration 314Q: 36 clusters Score -2.055572e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 94327 members 
Mstep: Class 3 contains 41367 members 
Mstep: Class 4 contains 18140 members 
Mstep: Class 5 contains 22810 members 
Mstep: Class 6 contains 176849 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 10 contains 30748 members 
Mstep: Class 11 contains 170469 members 
Mstep: Class 12 contains 36669 members 
Mstep: Class 13 contains 70476 members 
Mstep: Class 14 contains 28804 members 
Mstep: Class 15 contains 48768 members 
Mstep: Class 16 contains 110149 members 
Mstep: Class 17 contains 74397 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17661 members 
Mstep: Class 20 contains 29855 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18323 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40700 members 
Mstep: Class 25 contains 246550 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173190 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10898 members 
Mstep: Class 33 contains 11765 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 169427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557728.000000 Penalty: 124948.460938
Iteration 315Q: 36 clusters Score -2.055577e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 94301 members 
Mstep: Class 3 contains 41369 members 
Mstep: Class 4 contains 18143 members 
Mstep: Class 5 contains 22803 members 
Mstep: Class 6 contains 176538 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 12794 members 
Mstep: Class 10 contains 30746 members 
Mstep: Class 11 contains 170462 members 
Mstep: Class 12 contains 37218 members 
Mstep: Class 13 contains 70476 members 
Mstep: Class 14 contains 28772 members 
Mstep: Class 15 contains 48766 members 
Mstep: Class 16 contains 110154 members 
Mstep: Class 17 contains 74402 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17665 members 
Mstep: Class 20 contains 29918 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18320 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40688 members 
Mstep: Class 25 contains 246551 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173184 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10899 members 
Mstep: Class 33 contains 11767 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 169226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557808.000000 Penalty: 124948.460938
Iteration 316Q: 36 clusters Score -2.055578e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 94272 members 
Mstep: Class 3 contains 41369 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 22800 members 
Mstep: Class 6 contains 176242 members 
Mstep: Class 7 contains 81343 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 12786 members 
Mstep: Class 10 contains 30743 members 
Mstep: Class 11 contains 170459 members 
Mstep: Class 12 contains 37740 members 
Mstep: Class 13 contains 70475 members 
Mstep: Class 14 contains 28763 members 
Mstep: Class 15 contains 48768 members 
Mstep: Class 16 contains 110162 members 
Mstep: Class 17 contains 74412 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17664 members 
Mstep: Class 20 contains 29966 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18312 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40666 members 
Mstep: Class 25 contains 246544 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173181 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10907 members 
Mstep: Class 33 contains 11768 members 
Mstep: Class 34 contains 5587 members 
Mstep: Class 35 contains 169015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205558256.000000 Penalty: 124948.460938
Iteration 317Q: 36 clusters Score -2.055583e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 94242 members 
Mstep: Class 3 contains 41367 members 
Mstep: Class 4 contains 18163 members 
Mstep: Class 5 contains 22793 members 
Mstep: Class 6 contains 175951 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 12772 members 
Mstep: Class 10 contains 30743 members 
Mstep: Class 11 contains 170462 members 
Mstep: Class 12 contains 38255 members 
Mstep: Class 13 contains 70479 members 
Mstep: Class 14 contains 28756 members 
Mstep: Class 15 contains 48768 members 
Mstep: Class 16 contains 110174 members 
Mstep: Class 17 contains 74416 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17661 members 
Mstep: Class 20 contains 30009 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 7491 members 
Mstep: Class 24 contains 40653 members 
Mstep: Class 25 contains 246534 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173174 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 11768 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 168832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205558208.000000 Penalty: 124948.460938
Iteration 318Q: 36 clusters Score -2.055582e+08 nChanged 1551
Entering ConstructFrom: 
Score: -205558208.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (13357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Entering Unmasked Estep 
Score: -1527285.875000 Penalty: 2355.949463
	Iteration 0F: 2 clusters Score -1527286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1517505.250000 Penalty: 4711.898926
	Iteration 0F: 3 clusters Score -1517505 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1520744.500000 Penalty: 4711.898926
	Iteration 1F: 3 clusters Score -1520744 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1521339.000000 Penalty: 4711.898926
	Iteration 2F: 3 clusters Score -1521339 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1521942.750000 Penalty: 4711.898926
	Iteration 3F: 3 clusters Score -1521943 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1522599.500000 Penalty: 4711.898926
	Iteration 4F: 3 clusters Score -1522600 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1523304.875000 Penalty: 4711.898926
	Iteration 5F: 3 clusters Score -1523305 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1524037.125000 Penalty: 4711.898926
	Iteration 6F: 3 clusters Score -1524037 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1524686.625000 Penalty: 4711.898926
	Iteration 7F: 3 clusters Score -1524687 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1525187.375000 Penalty: 4711.898926
	Iteration 8Q: 3 clusters Score -1525187 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1525517.500000 Penalty: 4711.898926
	Iteration 9Q: 3 clusters Score -1525518 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1525720.500000 Penalty: 4711.898926
	Iteration 10Q: 3 clusters Score -1525720 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1525821.500000 Penalty: 4711.898926
	Iteration 11Q: 3 clusters Score -1525822 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1525896.375000 Penalty: 4711.898926
	Iteration 12Q: 3 clusters Score -1525896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1525949.375000 Penalty: 4711.898926
	Iteration 13Q: 3 clusters Score -1525949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1525978.625000 Penalty: 4711.898926
	Iteration 14Q: 3 clusters Score -1525979 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1526011.000000 Penalty: 4711.898926
	Iteration 15Q: 3 clusters Score -1526011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1526029.125000 Penalty: 4711.898926
	Iteration 16Q: 3 clusters Score -1526029 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1526039.750000 Penalty: 4711.898926
	Iteration 17Q: 3 clusters Score -1526040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1526052.250000 Penalty: 4711.898926
	Iteration 18Q: 3 clusters Score -1526052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1526067.000000 Penalty: 4711.898926
	Iteration 19Q: 3 clusters Score -1526067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1526073.875000 Penalty: 4711.898926
	Iteration 20F: 3 clusters Score -1526074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1526078.000000 Penalty: 4711.898926
	Iteration 21Q: 3 clusters Score -1526078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1526085.375000 Penalty: 4711.898926
	Iteration 22Q: 3 clusters Score -1526085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1526094.250000 Penalty: 4711.898926
	Iteration 23Q: 3 clusters Score -1526094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1526099.625000 Penalty: 4711.898926
	Iteration 24Q: 3 clusters Score -1526100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1526101.125000 Penalty: 4711.898926
	Iteration 25Q: 3 clusters Score -1526101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1526107.500000 Penalty: 4711.898926
	Iteration 26Q: 3 clusters Score -1526108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1526105.125000 Penalty: 4711.898926
	Iteration 27Q: 3 clusters Score -1526105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1526107.375000 Penalty: 4711.898926
	Iteration 28Q: 3 clusters Score -1526107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1526106.000000 Penalty: 4711.898926
	Iteration 29Q: 3 clusters Score -1526106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1526106.625000 Penalty: 4711.898926
	Iteration 30Q: 3 clusters Score -1526107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1526105.500000 Penalty: 4711.898926
	Iteration 31Q: 3 clusters Score -1526106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1526102.875000 Penalty: 4711.898926
	Iteration 32Q: 3 clusters Score -1526103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1526105.500000 Penalty: 4711.898926
	Iteration 33Q: 3 clusters Score -1526106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1526105.500000 Penalty: 4711.898926
	Iteration 34F: 3 clusters Score -1526106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Entering Unmasked Estep 
Score: -11226189.000000 Penalty: 2840.442871
	Iteration 0F: 2 clusters Score -1.122619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -11163405.000000 Penalty: 5680.885742
	Iteration 0F: 3 clusters Score -1.11634e+07 nChanged 44548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -11188268.000000 Penalty: 5680.885742
	Iteration 1F: 3 clusters Score -1.118827e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -11189125.000000 Penalty: 5680.885742
	Iteration 2Q: 3 clusters Score -1.118912e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -11189876.000000 Penalty: 5680.885742
	Iteration 3Q: 3 clusters Score -1.118988e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -11190776.000000 Penalty: 5680.885742
	Iteration 4Q: 3 clusters Score -1.119078e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -11191685.000000 Penalty: 5680.885742
	Iteration 5Q: 3 clusters Score -1.119168e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -11192847.000000 Penalty: 5680.885742
	Iteration 6Q: 3 clusters Score -1.119285e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -11194577.000000 Penalty: 5680.885742
	Iteration 7Q: 3 clusters Score -1.119458e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -11197230.000000 Penalty: 5680.885742
	Iteration 8Q: 3 clusters Score -1.119723e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -11200731.000000 Penalty: 5680.885742
	Iteration 9F: 3 clusters Score -1.120073e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -11205234.000000 Penalty: 5680.885742
	Iteration 10F: 3 clusters Score -1.120523e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -11209473.000000 Penalty: 5680.885742
	Iteration 11F: 3 clusters Score -1.120947e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -11213193.000000 Penalty: 5680.885742
	Iteration 12Q: 3 clusters Score -1.121319e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -11215654.000000 Penalty: 5680.885742
	Iteration 13Q: 3 clusters Score -1.121565e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -11217233.000000 Penalty: 5680.885742
	Iteration 14Q: 3 clusters Score -1.121723e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -11218288.000000 Penalty: 5680.885742
	Iteration 15Q: 3 clusters Score -1.121829e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -11219035.000000 Penalty: 5680.885742
	Iteration 16Q: 3 clusters Score -1.121904e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -11219702.000000 Penalty: 5680.885742
	Iteration 17Q: 3 clusters Score -1.12197e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -11220248.000000 Penalty: 5680.885742
	Iteration 18Q: 3 clusters Score -1.122025e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -11220647.000000 Penalty: 5680.885742
	Iteration 19Q: 3 clusters Score -1.122065e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -11221004.000000 Penalty: 5680.885742
	Iteration 20F: 3 clusters Score -1.1221e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -11221319.000000 Penalty: 5680.885742
	Iteration 21Q: 3 clusters Score -1.122132e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -11221640.000000 Penalty: 5680.885742
	Iteration 22Q: 3 clusters Score -1.122164e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -11221905.000000 Penalty: 5680.885742
	Iteration 23Q: 3 clusters Score -1.12219e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -11222206.000000 Penalty: 5680.885742
	Iteration 24Q: 3 clusters Score -1.122221e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -11222474.000000 Penalty: 5680.885742
	Iteration 25Q: 3 clusters Score -1.122247e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -11222707.000000 Penalty: 5680.885742
	Iteration 26Q: 3 clusters Score -1.122271e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -11222910.000000 Penalty: 5680.885742
	Iteration 27Q: 3 clusters Score -1.122291e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -11223061.000000 Penalty: 5680.885742
	Iteration 28Q: 3 clusters Score -1.122306e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -11223164.000000 Penalty: 5680.885742
	Iteration 29Q: 3 clusters Score -1.122316e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -11223278.000000 Penalty: 5680.885742
	Iteration 30Q: 3 clusters Score -1.122328e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -11223351.000000 Penalty: 5680.885742
	Iteration 31Q: 3 clusters Score -1.122335e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -11223450.000000 Penalty: 5680.885742
	Iteration 32Q: 3 clusters Score -1.122345e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11223558.000000 Penalty: 5680.885742
	Iteration 33Q: 3 clusters Score -1.122356e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -11223598.000000 Penalty: 5680.885742
	Iteration 34Q: 3 clusters Score -1.12236e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11223656.000000 Penalty: 5680.885742
	Iteration 35Q: 3 clusters Score -1.122366e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -11223700.000000 Penalty: 5680.885742
	Iteration 36Q: 3 clusters Score -1.12237e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -11223742.000000 Penalty: 5680.885742
	Iteration 37Q: 3 clusters Score -1.122374e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -11223767.000000 Penalty: 5680.885742
	Iteration 38Q: 3 clusters Score -1.122377e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11223796.000000 Penalty: 5680.885742
	Iteration 39Q: 3 clusters Score -1.12238e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11223796.000000 Penalty: 5680.885742
	Iteration 40F: 3 clusters Score -1.12238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92440 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -11223817.000000 Penalty: 5680.885742
	Iteration 41Q: 3 clusters Score -1.122382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -11223818.000000 Penalty: 5680.885742
	Iteration 42Q: 3 clusters Score -1.122382e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11223828.000000 Penalty: 5680.885742
	Iteration 43Q: 3 clusters Score -1.122383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11223848.000000 Penalty: 5680.885742
	Iteration 44Q: 3 clusters Score -1.122385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11223857.000000 Penalty: 5680.885742
	Iteration 45Q: 3 clusters Score -1.122386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11223860.000000 Penalty: 5680.885742
	Iteration 46Q: 3 clusters Score -1.122386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11223854.000000 Penalty: 5680.885742
	Iteration 47Q: 3 clusters Score -1.122385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11223866.000000 Penalty: 5680.885742
	Iteration 48Q: 3 clusters Score -1.122387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92629 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -11223865.000000 Penalty: 5680.885742
	Iteration 49Q: 3 clusters Score -1.122386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11223865.000000 Penalty: 5680.885742
	Iteration 50Q: 3 clusters Score -1.122386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11223868.000000 Penalty: 5680.885742
	Iteration 51Q: 3 clusters Score -1.122387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11223865.000000 Penalty: 5680.885742
	Iteration 52Q: 3 clusters Score -1.122386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11223872.000000 Penalty: 5680.885742
	Iteration 53Q: 3 clusters Score -1.122387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11223887.000000 Penalty: 5680.885742
	Iteration 54Q: 3 clusters Score -1.122389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11223893.000000 Penalty: 5680.885742
	Iteration 55Q: 3 clusters Score -1.122389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11223891.000000 Penalty: 5680.885742
	Iteration 56Q: 3 clusters Score -1.122389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11223894.000000 Penalty: 5680.885742
	Iteration 57Q: 3 clusters Score -1.122389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11223896.000000 Penalty: 5680.885742
	Iteration 58Q: 3 clusters Score -1.12239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11223907.000000 Penalty: 5680.885742
	Iteration 59Q: 3 clusters Score -1.122391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11223907.000000 Penalty: 5680.885742
	Iteration 60F: 3 clusters Score -1.122391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Entering Unmasked Estep 
Score: -4966702.500000 Penalty: 2636.287354
	Iteration 0F: 2 clusters Score -4966702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4938544.000000 Penalty: 5272.574707
	Iteration 0F: 3 clusters Score -4938544 nChanged 18985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4949375.000000 Penalty: 5272.574707
	Iteration 1F: 3 clusters Score -4949375 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4950078.000000 Penalty: 5272.574707
	Iteration 2Q: 3 clusters Score -4950078 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -4951014.000000 Penalty: 5272.574707
	Iteration 3Q: 3 clusters Score -4951014 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4952547.000000 Penalty: 5272.574707
	Iteration 4F: 3 clusters Score -4952547 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4954964.000000 Penalty: 5272.574707
	Iteration 5F: 3 clusters Score -4954964 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4958132.000000 Penalty: 5272.574707
	Iteration 6F: 3 clusters Score -4958132 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4961133.500000 Penalty: 5272.574707
	Iteration 7F: 3 clusters Score -4961134 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4962953.500000 Penalty: 5272.574707
	Iteration 8Q: 3 clusters Score -4962954 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4963795.000000 Penalty: 5272.574707
	Iteration 9Q: 3 clusters Score -4963795 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4964090.000000 Penalty: 5272.574707
	Iteration 10Q: 3 clusters Score -4964090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4964215.500000 Penalty: 5272.574707
	Iteration 11Q: 3 clusters Score -4964216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4964296.500000 Penalty: 5272.574707
	Iteration 12Q: 3 clusters Score -4964296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4964328.500000 Penalty: 5272.574707
	Iteration 13Q: 3 clusters Score -4964328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4964346.000000 Penalty: 5272.574707
	Iteration 14Q: 3 clusters Score -4964346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4964369.500000 Penalty: 5272.574707
	Iteration 15Q: 3 clusters Score -4964370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4964393.500000 Penalty: 5272.574707
	Iteration 16Q: 3 clusters Score -4964394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4964403.000000 Penalty: 5272.574707
	Iteration 17Q: 3 clusters Score -4964403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4964399.500000 Penalty: 5272.574707
	Iteration 18Q: 3 clusters Score -4964400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4964399.500000 Penalty: 5272.574707
	Iteration 19F: 3 clusters Score -4964400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Entering Unmasked Estep 
Score: -2092160.500000 Penalty: 2432.430420
	Iteration 0F: 2 clusters Score -2092160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2079258.250000 Penalty: 4864.860840
	Iteration 0F: 3 clusters Score -2079258 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2083837.000000 Penalty: 4864.860840
	Iteration 1F: 3 clusters Score -2083837 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2084462.625000 Penalty: 4864.860840
	Iteration 2F: 3 clusters Score -2084463 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2085060.375000 Penalty: 4864.860840
	Iteration 3F: 3 clusters Score -2085060 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2085755.375000 Penalty: 4864.860840
	Iteration 4F: 3 clusters Score -2085755 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2086586.875000 Penalty: 4864.860840
	Iteration 5F: 3 clusters Score -2086587 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2087646.750000 Penalty: 4864.860840
	Iteration 6F: 3 clusters Score -2087647 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2088680.875000 Penalty: 4864.860840
	Iteration 7F: 3 clusters Score -2088681 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2089575.875000 Penalty: 4864.860840
	Iteration 8F: 3 clusters Score -2089576 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2090255.625000 Penalty: 4864.860840
	Iteration 9Q: 3 clusters Score -2090256 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2090764.250000 Penalty: 4864.860840
	Iteration 10Q: 3 clusters Score -2090764 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2091099.250000 Penalty: 4864.860840
	Iteration 11Q: 3 clusters Score -2091099 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2091272.000000 Penalty: 4864.860840
	Iteration 12Q: 3 clusters Score -2091272 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2091366.250000 Penalty: 4864.860840
	Iteration 13Q: 3 clusters Score -2091366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2091435.000000 Penalty: 4864.860840
	Iteration 14Q: 3 clusters Score -2091435 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2091463.500000 Penalty: 4864.860840
	Iteration 15Q: 3 clusters Score -2091464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2091488.125000 Penalty: 4864.860840
	Iteration 16Q: 3 clusters Score -2091488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2091498.750000 Penalty: 4864.860840
	Iteration 17Q: 3 clusters Score -2091499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2091507.750000 Penalty: 4864.860840
	Iteration 18Q: 3 clusters Score -2091508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2091521.500000 Penalty: 4864.860840
	Iteration 19Q: 3 clusters Score -2091522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2091528.000000 Penalty: 4864.860840
	Iteration 20F: 3 clusters Score -2091528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2091535.375000 Penalty: 4864.860840
	Iteration 21Q: 3 clusters Score -2091535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2091531.750000 Penalty: 4864.860840
	Iteration 22Q: 3 clusters Score -2091532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2091535.750000 Penalty: 4864.860840
	Iteration 23Q: 3 clusters Score -2091536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2091538.500000 Penalty: 4864.860840
	Iteration 24Q: 3 clusters Score -2091538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2091533.875000 Penalty: 4864.860840
	Iteration 25Q: 3 clusters Score -2091534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2091536.750000 Penalty: 4864.860840
	Iteration 26Q: 3 clusters Score -2091537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2091539.875000 Penalty: 4864.860840
	Iteration 27Q: 3 clusters Score -2091540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2091538.750000 Penalty: 4864.860840
	Iteration 28Q: 3 clusters Score -2091539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2091538.750000 Penalty: 4864.860840
	Iteration 29Q: 3 clusters Score -2091539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2091544.500000 Penalty: 4864.860840
	Iteration 30Q: 3 clusters Score -2091544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2091542.750000 Penalty: 4864.860840
	Iteration 31Q: 3 clusters Score -2091543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2091541.625000 Penalty: 4864.860840
	Iteration 32Q: 3 clusters Score -2091542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2091541.000000 Penalty: 4864.860840
	Iteration 33Q: 3 clusters Score -2091541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2091542.125000 Penalty: 4864.860840
	Iteration 34Q: 3 clusters Score -2091542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2091546.500000 Penalty: 4864.860840
	Iteration 35Q: 3 clusters Score -2091546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2091542.750000 Penalty: 4864.860840
	Iteration 36Q: 3 clusters Score -2091543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2091545.875000 Penalty: 4864.860840
	Iteration 37Q: 3 clusters Score -2091546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2091546.000000 Penalty: 4864.860840
	Iteration 38Q: 3 clusters Score -2091546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2091545.500000 Penalty: 4864.860840
	Iteration 39Q: 3 clusters Score -2091546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2091547.250000 Penalty: 4864.860840
	Iteration 40F: 3 clusters Score -2091547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2091549.750000 Penalty: 4864.860840
	Iteration 41Q: 3 clusters Score -2091550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2091549.000000 Penalty: 4864.860840
	Iteration 42Q: 3 clusters Score -2091549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2091549.125000 Penalty: 4864.860840
	Iteration 43Q: 3 clusters Score -2091549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2091549.125000 Penalty: 4864.860840
	Iteration 44F: 3 clusters Score -2091549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Entering Unmasked Estep 
Score: -2533188.500000 Penalty: 2488.407471
	Iteration 0F: 2 clusters Score -2533188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2517261.000000 Penalty: 4976.814941
	Iteration 0F: 3 clusters Score -2517261 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2522938.500000 Penalty: 4976.814941
	Iteration 1F: 3 clusters Score -2522938 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2523703.250000 Penalty: 4976.814941
	Iteration 2F: 3 clusters Score -2523703 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2524481.750000 Penalty: 4976.814941
	Iteration 3F: 3 clusters Score -2524482 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2525318.000000 Penalty: 4976.814941
	Iteration 4F: 3 clusters Score -2525318 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2526248.250000 Penalty: 4976.814941
	Iteration 5F: 3 clusters Score -2526248 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2527065.500000 Penalty: 4976.814941
	Iteration 6F: 3 clusters Score -2527066 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2527631.250000 Penalty: 4976.814941
	Iteration 7F: 3 clusters Score -2527631 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2528090.750000 Penalty: 4976.814941
	Iteration 8Q: 3 clusters Score -2528091 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2528472.750000 Penalty: 4976.814941
	Iteration 9Q: 3 clusters Score -2528473 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2528776.750000 Penalty: 4976.814941
	Iteration 10Q: 3 clusters Score -2528777 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2529027.000000 Penalty: 4976.814941
	Iteration 11Q: 3 clusters Score -2529027 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2529242.750000 Penalty: 4976.814941
	Iteration 12Q: 3 clusters Score -2529243 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2529453.500000 Penalty: 4976.814941
	Iteration 13Q: 3 clusters Score -2529454 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2529633.000000 Penalty: 4976.814941
	Iteration 14Q: 3 clusters Score -2529633 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2529791.000000 Penalty: 4976.814941
	Iteration 15Q: 3 clusters Score -2529791 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2529893.000000 Penalty: 4976.814941
	Iteration 16Q: 3 clusters Score -2529893 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2529993.000000 Penalty: 4976.814941
	Iteration 17Q: 3 clusters Score -2529993 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2530079.500000 Penalty: 4976.814941
	Iteration 18Q: 3 clusters Score -2530080 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2530179.250000 Penalty: 4976.814941
	Iteration 19Q: 3 clusters Score -2530179 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2530270.250000 Penalty: 4976.814941
	Iteration 20F: 3 clusters Score -2530270 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2530387.250000 Penalty: 4976.814941
	Iteration 21Q: 3 clusters Score -2530387 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2530497.250000 Penalty: 4976.814941
	Iteration 22Q: 3 clusters Score -2530497 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2530635.000000 Penalty: 4976.814941
	Iteration 23Q: 3 clusters Score -2530635 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2530741.000000 Penalty: 4976.814941
	Iteration 24Q: 3 clusters Score -2530741 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2530858.000000 Penalty: 4976.814941
	Iteration 25Q: 3 clusters Score -2530858 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2530989.250000 Penalty: 4976.814941
	Iteration 26Q: 3 clusters Score -2530989 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2531143.250000 Penalty: 4976.814941
	Iteration 27Q: 3 clusters Score -2531143 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2531304.750000 Penalty: 4976.814941
	Iteration 28Q: 3 clusters Score -2531305 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2531456.500000 Penalty: 4976.814941
	Iteration 29Q: 3 clusters Score -2531456 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2531646.500000 Penalty: 4976.814941
	Iteration 30Q: 3 clusters Score -2531646 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2531854.000000 Penalty: 4976.814941
	Iteration 31Q: 3 clusters Score -2531854 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2532030.250000 Penalty: 4976.814941
	Iteration 32Q: 3 clusters Score -2532030 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2532195.250000 Penalty: 4976.814941
	Iteration 33Q: 3 clusters Score -2532195 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2532322.750000 Penalty: 4976.814941
	Iteration 34Q: 3 clusters Score -2532323 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2532424.000000 Penalty: 4976.814941
	Iteration 35Q: 3 clusters Score -2532424 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2532517.750000 Penalty: 4976.814941
	Iteration 36Q: 3 clusters Score -2532518 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2532563.250000 Penalty: 4976.814941
	Iteration 37Q: 3 clusters Score -2532563 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2532621.000000 Penalty: 4976.814941
	Iteration 38Q: 3 clusters Score -2532621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2532657.000000 Penalty: 4976.814941
	Iteration 39Q: 3 clusters Score -2532657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2532681.500000 Penalty: 4976.814941
	Iteration 40F: 3 clusters Score -2532682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2532695.750000 Penalty: 4976.814941
	Iteration 41Q: 3 clusters Score -2532696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2532714.750000 Penalty: 4976.814941
	Iteration 42Q: 3 clusters Score -2532715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2532722.250000 Penalty: 4976.814941
	Iteration 43Q: 3 clusters Score -2532722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2532730.750000 Penalty: 4976.814941
	Iteration 44Q: 3 clusters Score -2532731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2532733.250000 Penalty: 4976.814941
	Iteration 45Q: 3 clusters Score -2532733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2532740.500000 Penalty: 4976.814941
	Iteration 46Q: 3 clusters Score -2532740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2532745.750000 Penalty: 4976.814941
	Iteration 47Q: 3 clusters Score -2532746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2532746.750000 Penalty: 4976.814941
	Iteration 48Q: 3 clusters Score -2532747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2532749.000000 Penalty: 4976.814941
	Iteration 49Q: 3 clusters Score -2532749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2532752.250000 Penalty: 4976.814941
	Iteration 50Q: 3 clusters Score -2532752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2532756.500000 Penalty: 4976.814941
	Iteration 51Q: 3 clusters Score -2532756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2532758.750000 Penalty: 4976.814941
	Iteration 52Q: 3 clusters Score -2532759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2532762.250000 Penalty: 4976.814941
	Iteration 53Q: 3 clusters Score -2532762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2532762.500000 Penalty: 4976.814941
	Iteration 54Q: 3 clusters Score -2532762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2532764.750000 Penalty: 4976.814941
	Iteration 55Q: 3 clusters Score -2532765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2532769.250000 Penalty: 4976.814941
	Iteration 56Q: 3 clusters Score -2532769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2532769.250000 Penalty: 4976.814941
	Iteration 57Q: 3 clusters Score -2532769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2532764.500000 Penalty: 4976.814941
	Iteration 58Q: 3 clusters Score -2532764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2532767.000000 Penalty: 4976.814941
	Iteration 59Q: 3 clusters Score -2532767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2532768.000000 Penalty: 4976.814941
	Iteration 60F: 3 clusters Score -2532768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2532767.000000 Penalty: 4976.814941
	Iteration 61Q: 3 clusters Score -2532767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2532768.250000 Penalty: 4976.814941
	Iteration 62Q: 3 clusters Score -2532768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2532767.500000 Penalty: 4976.814941
	Iteration 63Q: 3 clusters Score -2532768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2532768.500000 Penalty: 4976.814941
	Iteration 64Q: 3 clusters Score -2532768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2532771.500000 Penalty: 4976.814941
	Iteration 65Q: 3 clusters Score -2532772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2532771.750000 Penalty: 4976.814941
	Iteration 66Q: 3 clusters Score -2532772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2532772.750000 Penalty: 4976.814941
	Iteration 67Q: 3 clusters Score -2532773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2532777.000000 Penalty: 4976.814941
	Iteration 68Q: 3 clusters Score -2532777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2532773.250000 Penalty: 4976.814941
	Iteration 69Q: 3 clusters Score -2532773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2532783.500000 Penalty: 4976.814941
	Iteration 70Q: 3 clusters Score -2532784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2532786.000000 Penalty: 4976.814941
	Iteration 71Q: 3 clusters Score -2532786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2532791.500000 Penalty: 4976.814941
	Iteration 72Q: 3 clusters Score -2532792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2532789.250000 Penalty: 4976.814941
	Iteration 73Q: 3 clusters Score -2532789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2532790.750000 Penalty: 4976.814941
	Iteration 74Q: 3 clusters Score -2532791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2532791.000000 Penalty: 4976.814941
	Iteration 75Q: 3 clusters Score -2532791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2532788.750000 Penalty: 4976.814941
	Iteration 76Q: 3 clusters Score -2532789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2532788.750000 Penalty: 4976.814941
	Iteration 77F: 3 clusters Score -2532789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (175618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Entering Unmasked Estep 
Score: -21069930.000000 Penalty: 2994.864258
	Iteration 0F: 2 clusters Score -2.106993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -20957898.000000 Penalty: 5989.728516
	Iteration 0F: 3 clusters Score -2.09579e+07 nChanged 84048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -21006880.000000 Penalty: 5989.728516
	Iteration 1F: 3 clusters Score -2.100688e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -21008164.000000 Penalty: 5989.728516
	Iteration 2Q: 3 clusters Score -2.100816e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -21009654.000000 Penalty: 5989.728516
	Iteration 3Q: 3 clusters Score -2.100965e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -21011960.000000 Penalty: 5989.728516
	Iteration 4Q: 3 clusters Score -2.101196e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -21014924.000000 Penalty: 5989.728516
	Iteration 5Q: 3 clusters Score -2.101492e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -21018910.000000 Penalty: 5989.728516
	Iteration 6Q: 3 clusters Score -2.101891e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -21023928.000000 Penalty: 5989.728516
	Iteration 7F: 3 clusters Score -2.102393e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -21031348.000000 Penalty: 5989.728516
	Iteration 8F: 3 clusters Score -2.103135e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 105035 members 
Entering Unmasked Estep 
Score: -21041314.000000 Penalty: 5989.728516
	Iteration 9F: 3 clusters Score -2.104131e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -21050274.000000 Penalty: 5989.728516
	Iteration 10F: 3 clusters Score -2.105027e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 112486 members 
Entering Unmasked Estep 
Score: -21054778.000000 Penalty: 5989.728516
	Iteration 11Q: 3 clusters Score -2.105478e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -21056472.000000 Penalty: 5989.728516
	Iteration 12Q: 3 clusters Score -2.105647e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 116229 members 
Entering Unmasked Estep 
Score: -21057572.000000 Penalty: 5989.728516
	Iteration 13Q: 3 clusters Score -2.105757e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -21058272.000000 Penalty: 5989.728516
	Iteration 14Q: 3 clusters Score -2.105827e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -21059054.000000 Penalty: 5989.728516
	Iteration 15Q: 3 clusters Score -2.105905e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 120697 members 
Entering Unmasked Estep 
Score: -21059586.000000 Penalty: 5989.728516
	Iteration 16Q: 3 clusters Score -2.105959e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -21060098.000000 Penalty: 5989.728516
	Iteration 17Q: 3 clusters Score -2.10601e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -21060464.000000 Penalty: 5989.728516
	Iteration 18Q: 3 clusters Score -2.106046e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -21060760.000000 Penalty: 5989.728516
	Iteration 19Q: 3 clusters Score -2.106076e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -21061000.000000 Penalty: 5989.728516
	Iteration 20F: 3 clusters Score -2.1061e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -21061316.000000 Penalty: 5989.728516
	Iteration 21Q: 3 clusters Score -2.106132e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 128217 members 
Entering Unmasked Estep 
Score: -21061610.000000 Penalty: 5989.728516
	Iteration 22Q: 3 clusters Score -2.106161e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -21061878.000000 Penalty: 5989.728516
	Iteration 23Q: 3 clusters Score -2.106188e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 130755 members 
Entering Unmasked Estep 
Score: -21062176.000000 Penalty: 5989.728516
	Iteration 24Q: 3 clusters Score -2.106218e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 131971 members 
Entering Unmasked Estep 
Score: -21062344.000000 Penalty: 5989.728516
	Iteration 25Q: 3 clusters Score -2.106234e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 133197 members 
Entering Unmasked Estep 
Score: -21062502.000000 Penalty: 5989.728516
	Iteration 26Q: 3 clusters Score -2.10625e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 134381 members 
Entering Unmasked Estep 
Score: -21062800.000000 Penalty: 5989.728516
	Iteration 27Q: 3 clusters Score -2.10628e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 135537 members 
Entering Unmasked Estep 
Score: -21063014.000000 Penalty: 5989.728516
	Iteration 28Q: 3 clusters Score -2.106301e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -21063160.000000 Penalty: 5989.728516
	Iteration 29Q: 3 clusters Score -2.106316e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -21063374.000000 Penalty: 5989.728516
	Iteration 30Q: 3 clusters Score -2.106337e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 139177 members 
Entering Unmasked Estep 
Score: -21063642.000000 Penalty: 5989.728516
	Iteration 31Q: 3 clusters Score -2.106364e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 140492 members 
Entering Unmasked Estep 
Score: -21063928.000000 Penalty: 5989.728516
	Iteration 32Q: 3 clusters Score -2.106393e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -21064118.000000 Penalty: 5989.728516
	Iteration 33Q: 3 clusters Score -2.106412e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -21064470.000000 Penalty: 5989.728516
	Iteration 34Q: 3 clusters Score -2.106447e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 144357 members 
Entering Unmasked Estep 
Score: -21064918.000000 Penalty: 5989.728516
	Iteration 35Q: 3 clusters Score -2.106492e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -21065252.000000 Penalty: 5989.728516
	Iteration 36Q: 3 clusters Score -2.106525e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 147297 members 
Entering Unmasked Estep 
Score: -21065566.000000 Penalty: 5989.728516
	Iteration 37Q: 3 clusters Score -2.106557e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 148875 members 
Entering Unmasked Estep 
Score: -21065956.000000 Penalty: 5989.728516
	Iteration 38Q: 3 clusters Score -2.106596e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 150543 members 
Entering Unmasked Estep 
Score: -21066328.000000 Penalty: 5989.728516
	Iteration 39Q: 3 clusters Score -2.106633e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 152160 members 
Entering Unmasked Estep 
Score: -21066686.000000 Penalty: 5989.728516
	Iteration 40F: 3 clusters Score -2.106669e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 153783 members 
Entering Unmasked Estep 
Score: -21066976.000000 Penalty: 5989.728516
	Iteration 41Q: 3 clusters Score -2.106698e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -21067292.000000 Penalty: 5989.728516
	Iteration 42Q: 3 clusters Score -2.106729e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -21067488.000000 Penalty: 5989.728516
	Iteration 43Q: 3 clusters Score -2.106749e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 158461 members 
Entering Unmasked Estep 
Score: -21067768.000000 Penalty: 5989.728516
	Iteration 44Q: 3 clusters Score -2.106777e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 159906 members 
Entering Unmasked Estep 
Score: -21067914.000000 Penalty: 5989.728516
	Iteration 45Q: 3 clusters Score -2.106791e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 161244 members 
Entering Unmasked Estep 
Score: -21067950.000000 Penalty: 5989.728516
	Iteration 46Q: 3 clusters Score -2.106795e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 162522 members 
Entering Unmasked Estep 
Score: -21068044.000000 Penalty: 5989.728516
	Iteration 47Q: 3 clusters Score -2.106804e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -21068058.000000 Penalty: 5989.728516
	Iteration 48Q: 3 clusters Score -2.106806e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -21068058.000000 Penalty: 5989.728516
	Iteration 49Q: 3 clusters Score -2.106806e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -21068202.000000 Penalty: 5989.728516
	Iteration 50Q: 3 clusters Score -2.10682e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 166846 members 
Entering Unmasked Estep 
Score: -21068318.000000 Penalty: 5989.728516
	Iteration 51Q: 3 clusters Score -2.106832e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 167790 members 
Entering Unmasked Estep 
Score: -21068376.000000 Penalty: 5989.728516
	Iteration 52Q: 3 clusters Score -2.106838e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 168607 members 
Entering Unmasked Estep 
Score: -21068388.000000 Penalty: 5989.728516
	Iteration 53Q: 3 clusters Score -2.106839e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -21068424.000000 Penalty: 5989.728516
	Iteration 54Q: 3 clusters Score -2.106842e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -21068484.000000 Penalty: 5989.728516
	Iteration 55Q: 3 clusters Score -2.106848e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -21068452.000000 Penalty: 5989.728516
	Iteration 56Q: 3 clusters Score -2.106845e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -21068458.000000 Penalty: 5989.728516
	Iteration 57Q: 3 clusters Score -2.106846e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -21068408.000000 Penalty: 5989.728516
	Iteration 58Q: 3 clusters Score -2.106841e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 171747 members 
Entering Unmasked Estep 
Score: -21068432.000000 Penalty: 5989.728516
	Iteration 59Q: 3 clusters Score -2.106843e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -21068498.000000 Penalty: 5989.728516
	Iteration 60F: 3 clusters Score -2.10685e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 172257 members 
Entering Unmasked Estep 
Score: -21068472.000000 Penalty: 5989.728516
	Iteration 61Q: 3 clusters Score -2.106847e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 172448 members 
Entering Unmasked Estep 
Score: -21068460.000000 Penalty: 5989.728516
	Iteration 62Q: 3 clusters Score -2.106846e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -21068478.000000 Penalty: 5989.728516
	Iteration 63Q: 3 clusters Score -2.106848e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 172777 members 
Entering Unmasked Estep 
Score: -21068436.000000 Penalty: 5989.728516
	Iteration 64Q: 3 clusters Score -2.106844e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -21068432.000000 Penalty: 5989.728516
	Iteration 65Q: 3 clusters Score -2.106843e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -21068422.000000 Penalty: 5989.728516
	Iteration 66Q: 3 clusters Score -2.106842e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -21068410.000000 Penalty: 5989.728516
	Iteration 67Q: 3 clusters Score -2.106841e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 173077 members 
Entering Unmasked Estep 
Score: -21068392.000000 Penalty: 5989.728516
	Iteration 68Q: 3 clusters Score -2.106839e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 173116 members 
Entering Unmasked Estep 
Score: -21068362.000000 Penalty: 5989.728516
	Iteration 69Q: 3 clusters Score -2.106836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 173155 members 
Entering Unmasked Estep 
Score: -21068360.000000 Penalty: 5989.728516
	Iteration 70Q: 3 clusters Score -2.106836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 173187 members 
Entering Unmasked Estep 
Score: -21068356.000000 Penalty: 5989.728516
	Iteration 71Q: 3 clusters Score -2.106836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -21068332.000000 Penalty: 5989.728516
	Iteration 72Q: 3 clusters Score -2.106833e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 173257 members 
Entering Unmasked Estep 
Score: -21068326.000000 Penalty: 5989.728516
	Iteration 73Q: 3 clusters Score -2.106833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -21068308.000000 Penalty: 5989.728516
	Iteration 74Q: 3 clusters Score -2.106831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 173306 members 
Entering Unmasked Estep 
Score: -21068310.000000 Penalty: 5989.728516
	Iteration 75Q: 3 clusters Score -2.106831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -21068292.000000 Penalty: 5989.728516
	Iteration 76Q: 3 clusters Score -2.106829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 173332 members 
Entering Unmasked Estep 
Score: -21068286.000000 Penalty: 5989.728516
	Iteration 77Q: 3 clusters Score -2.106829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -21068284.000000 Penalty: 5989.728516
	Iteration 78Q: 3 clusters Score -2.106828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 173349 members 
Entering Unmasked Estep 
Score: -21068282.000000 Penalty: 5989.728516
	Iteration 79Q: 3 clusters Score -2.106828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 173362 members 
Entering Unmasked Estep 
Score: -21068284.000000 Penalty: 5989.728516
	Iteration 80F: 3 clusters Score -2.106828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 173369 members 
Entering Unmasked Estep 
Score: -21068294.000000 Penalty: 5989.728516
	Iteration 81Q: 3 clusters Score -2.106829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 173376 members 
Entering Unmasked Estep 
Score: -21068290.000000 Penalty: 5989.728516
	Iteration 82Q: 3 clusters Score -2.106829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -21068290.000000 Penalty: 5989.728516
	Iteration 83Q: 3 clusters Score -2.106829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 173394 members 
Entering Unmasked Estep 
Score: -21068286.000000 Penalty: 5989.728516
	Iteration 84Q: 3 clusters Score -2.106829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 173398 members 
Entering Unmasked Estep 
Score: -21068290.000000 Penalty: 5989.728516
	Iteration 85Q: 3 clusters Score -2.106829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -21068288.000000 Penalty: 5989.728516
	Iteration 86Q: 3 clusters Score -2.106829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 173408 members 
Entering Unmasked Estep 
Score: -21068288.000000 Penalty: 5989.728516
	Iteration 87Q: 3 clusters Score -2.106829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 173417 members 
Entering Unmasked Estep 
Score: -21068288.000000 Penalty: 5989.728516
	Iteration 88Q: 3 clusters Score -2.106829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 173422 members 
Entering Unmasked Estep 
Score: -21068300.000000 Penalty: 5989.728516
	Iteration 89Q: 3 clusters Score -2.10683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -21068288.000000 Penalty: 5989.728516
	Iteration 90Q: 3 clusters Score -2.106829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 173430 members 
Entering Unmasked Estep 
Score: -21068286.000000 Penalty: 5989.728516
	Iteration 91Q: 3 clusters Score -2.106829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -21068282.000000 Penalty: 5989.728516
	Iteration 92Q: 3 clusters Score -2.106828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 173435 members 
Entering Unmasked Estep 
Score: -21068272.000000 Penalty: 5989.728516
	Iteration 93Q: 3 clusters Score -2.106827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 173438 members 
Entering Unmasked Estep 
Score: -21068288.000000 Penalty: 5989.728516
	Iteration 94Q: 3 clusters Score -2.106829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -21068288.000000 Penalty: 5989.728516
	Iteration 95Q: 3 clusters Score -2.106829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 173440 members 
Entering Unmasked Estep 
Score: -21068280.000000 Penalty: 5989.728516
	Iteration 96Q: 3 clusters Score -2.106828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 173442 members 
Entering Unmasked Estep 
Score: -21068278.000000 Penalty: 5989.728516
	Iteration 97Q: 3 clusters Score -2.106828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -21068282.000000 Penalty: 5989.728516
	Iteration 98Q: 3 clusters Score -2.106828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -21068282.000000 Penalty: 5989.728516
	Iteration 99Q: 3 clusters Score -2.106828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -21068292.000000 Penalty: 5989.728516
	Iteration 100F: 3 clusters Score -2.106829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 173448 members 
Entering Unmasked Estep 
Score: -21068284.000000 Penalty: 5989.728516
	Iteration 101Q: 3 clusters Score -2.106828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 173452 members 
Entering Unmasked Estep 
Score: -21068266.000000 Penalty: 5989.728516
	Iteration 102Q: 3 clusters Score -2.106827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -21068286.000000 Penalty: 5989.728516
	Iteration 103Q: 3 clusters Score -2.106829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 173462 members 
Entering Unmasked Estep 
Score: -21068284.000000 Penalty: 5989.728516
	Iteration 104Q: 3 clusters Score -2.106828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 173468 members 
Entering Unmasked Estep 
Score: -21068288.000000 Penalty: 5989.728516
	Iteration 105Q: 3 clusters Score -2.106829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -21068298.000000 Penalty: 5989.728516
	Iteration 106Q: 3 clusters Score -2.10683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 173488 members 
Entering Unmasked Estep 
Score: -21068318.000000 Penalty: 5989.728516
	Iteration 107Q: 3 clusters Score -2.106832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 173489 members 
Entering Unmasked Estep 
Score: -21068316.000000 Penalty: 5989.728516
	Iteration 108Q: 3 clusters Score -2.106832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -21068314.000000 Penalty: 5989.728516
	Iteration 109Q: 3 clusters Score -2.106831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 173496 members 
Entering Unmasked Estep 
Score: -21068312.000000 Penalty: 5989.728516
	Iteration 110Q: 3 clusters Score -2.106831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -21068316.000000 Penalty: 5989.728516
	Iteration 111Q: 3 clusters Score -2.106832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 173503 members 
Entering Unmasked Estep 
Score: -21068304.000000 Penalty: 5989.728516
	Iteration 112Q: 3 clusters Score -2.10683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -21068302.000000 Penalty: 5989.728516
	Iteration 113Q: 3 clusters Score -2.10683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 173519 members 
Entering Unmasked Estep 
Score: -21068314.000000 Penalty: 5989.728516
	Iteration 114Q: 3 clusters Score -2.106831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 173527 members 
Entering Unmasked Estep 
Score: -21068294.000000 Penalty: 5989.728516
	Iteration 115Q: 3 clusters Score -2.106829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 173534 members 
Entering Unmasked Estep 
Score: -21068314.000000 Penalty: 5989.728516
	Iteration 116Q: 3 clusters Score -2.106831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 173538 members 
Entering Unmasked Estep 
Score: -21068304.000000 Penalty: 5989.728516
	Iteration 117Q: 3 clusters Score -2.10683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 173544 members 
Entering Unmasked Estep 
Score: -21068324.000000 Penalty: 5989.728516
	Iteration 118Q: 3 clusters Score -2.106832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 173551 members 
Entering Unmasked Estep 
Score: -21068320.000000 Penalty: 5989.728516
	Iteration 119Q: 3 clusters Score -2.106832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 173560 members 
Entering Unmasked Estep 
Score: -21068334.000000 Penalty: 5989.728516
	Iteration 120F: 3 clusters Score -2.106833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 173566 members 
Entering Unmasked Estep 
Score: -21068334.000000 Penalty: 5989.728516
	Iteration 121Q: 3 clusters Score -2.106833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 173572 members 
Entering Unmasked Estep 
Score: -21068326.000000 Penalty: 5989.728516
	Iteration 122Q: 3 clusters Score -2.106833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 173580 members 
Entering Unmasked Estep 
Score: -21068340.000000 Penalty: 5989.728516
	Iteration 123Q: 3 clusters Score -2.106834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 173591 members 
Entering Unmasked Estep 
Score: -21068324.000000 Penalty: 5989.728516
	Iteration 124Q: 3 clusters Score -2.106832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 173595 members 
Entering Unmasked Estep 
Score: -21068332.000000 Penalty: 5989.728516
	Iteration 125Q: 3 clusters Score -2.106833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -21068338.000000 Penalty: 5989.728516
	Iteration 126Q: 3 clusters Score -2.106834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 173622 members 
Entering Unmasked Estep 
Score: -21068316.000000 Penalty: 5989.728516
	Iteration 127Q: 3 clusters Score -2.106832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -21068318.000000 Penalty: 5989.728516
	Iteration 128Q: 3 clusters Score -2.106832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
Score: -21068312.000000 Penalty: 5989.728516
	Iteration 129Q: 3 clusters Score -2.106831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 173671 members 
Entering Unmasked Estep 
Score: -21068336.000000 Penalty: 5989.728516
	Iteration 130Q: 3 clusters Score -2.106834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 173679 members 
Entering Unmasked Estep 
Score: -21068334.000000 Penalty: 5989.728516
	Iteration 131Q: 3 clusters Score -2.106833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 173685 members 
Entering Unmasked Estep 
Score: -21068342.000000 Penalty: 5989.728516
	Iteration 132Q: 3 clusters Score -2.106834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -21068352.000000 Penalty: 5989.728516
	Iteration 133Q: 3 clusters Score -2.106835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 173701 members 
Entering Unmasked Estep 
Score: -21068326.000000 Penalty: 5989.728516
	Iteration 134Q: 3 clusters Score -2.106833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 173704 members 
Entering Unmasked Estep 
Score: -21068330.000000 Penalty: 5989.728516
	Iteration 135Q: 3 clusters Score -2.106833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 173706 members 
Entering Unmasked Estep 
Score: -21068334.000000 Penalty: 5989.728516
	Iteration 136Q: 3 clusters Score -2.106833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 173706 members 
Entering Unmasked Estep 
Score: -21068334.000000 Penalty: 5989.728516
	Iteration 137F: 3 clusters Score -2.106833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Entering Unmasked Estep 
Score: -9635388.000000 Penalty: 2804.006836
	Iteration 0F: 2 clusters Score -9635388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -9580906.000000 Penalty: 5608.013672
	Iteration 0F: 3 clusters Score -9580906 nChanged 38374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -9602778.000000 Penalty: 5608.013672
	Iteration 1F: 3 clusters Score -9602778 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -9603575.000000 Penalty: 5608.013672
	Iteration 2Q: 3 clusters Score -9603575 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -9604500.000000 Penalty: 5608.013672
	Iteration 3Q: 3 clusters Score -9604500 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -9605509.000000 Penalty: 5608.013672
	Iteration 4Q: 3 clusters Score -9605509 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -9606805.000000 Penalty: 5608.013672
	Iteration 5Q: 3 clusters Score -9606805 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -9608414.000000 Penalty: 5608.013672
	Iteration 6Q: 3 clusters Score -9608414 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -9610306.000000 Penalty: 5608.013672
	Iteration 7Q: 3 clusters Score -9610306 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -9612674.000000 Penalty: 5608.013672
	Iteration 8F: 3 clusters Score -9612674 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -9615053.000000 Penalty: 5608.013672
	Iteration 9F: 3 clusters Score -9615053 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -9617159.000000 Penalty: 5608.013672
	Iteration 10Q: 3 clusters Score -9617159 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -9619015.000000 Penalty: 5608.013672
	Iteration 11Q: 3 clusters Score -9619015 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -9620511.000000 Penalty: 5608.013672
	Iteration 12Q: 3 clusters Score -9620511 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -9621887.000000 Penalty: 5608.013672
	Iteration 13Q: 3 clusters Score -9621887 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -9623301.000000 Penalty: 5608.013672
	Iteration 14Q: 3 clusters Score -9623301 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -9624648.000000 Penalty: 5608.013672
	Iteration 15Q: 3 clusters Score -9624648 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -9625949.000000 Penalty: 5608.013672
	Iteration 16Q: 3 clusters Score -9625949 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -9627303.000000 Penalty: 5608.013672
	Iteration 17Q: 3 clusters Score -9627303 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -9628459.000000 Penalty: 5608.013672
	Iteration 18Q: 3 clusters Score -9628459 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -9629495.000000 Penalty: 5608.013672
	Iteration 19Q: 3 clusters Score -9629495 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -9630413.000000 Penalty: 5608.013672
	Iteration 20F: 3 clusters Score -9630413 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -9631156.000000 Penalty: 5608.013672
	Iteration 21Q: 3 clusters Score -9631156 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -9631702.000000 Penalty: 5608.013672
	Iteration 22Q: 3 clusters Score -9631702 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -9632090.000000 Penalty: 5608.013672
	Iteration 23Q: 3 clusters Score -9632090 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -9632421.000000 Penalty: 5608.013672
	Iteration 24Q: 3 clusters Score -9632421 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -9632606.000000 Penalty: 5608.013672
	Iteration 25Q: 3 clusters Score -9632606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -9632696.000000 Penalty: 5608.013672
	Iteration 26Q: 3 clusters Score -9632696 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -9632763.000000 Penalty: 5608.013672
	Iteration 27Q: 3 clusters Score -9632763 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -9632863.000000 Penalty: 5608.013672
	Iteration 28Q: 3 clusters Score -9632863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -9632913.000000 Penalty: 5608.013672
	Iteration 29Q: 3 clusters Score -9632913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -9632932.000000 Penalty: 5608.013672
	Iteration 30Q: 3 clusters Score -9632932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -9632988.000000 Penalty: 5608.013672
	Iteration 31Q: 3 clusters Score -9632988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -9633016.000000 Penalty: 5608.013672
	Iteration 32Q: 3 clusters Score -9633016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -9633039.000000 Penalty: 5608.013672
	Iteration 33Q: 3 clusters Score -9633039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -9633064.000000 Penalty: 5608.013672
	Iteration 34Q: 3 clusters Score -9633064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -9633080.000000 Penalty: 5608.013672
	Iteration 35Q: 3 clusters Score -9633080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -9633091.000000 Penalty: 5608.013672
	Iteration 36Q: 3 clusters Score -9633091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -9633087.000000 Penalty: 5608.013672
	Iteration 37Q: 3 clusters Score -9633087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -9633100.000000 Penalty: 5608.013672
	Iteration 38Q: 3 clusters Score -9633100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -9633115.000000 Penalty: 5608.013672
	Iteration 39Q: 3 clusters Score -9633115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -9633110.000000 Penalty: 5608.013672
	Iteration 40F: 3 clusters Score -9633110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -9633111.000000 Penalty: 5608.013672
	Iteration 41Q: 3 clusters Score -9633111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -9633125.000000 Penalty: 5608.013672
	Iteration 42Q: 3 clusters Score -9633125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -9633120.000000 Penalty: 5608.013672
	Iteration 43Q: 3 clusters Score -9633120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -9633130.000000 Penalty: 5608.013672
	Iteration 44Q: 3 clusters Score -9633130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -9633127.000000 Penalty: 5608.013672
	Iteration 45Q: 3 clusters Score -9633127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -9633131.000000 Penalty: 5608.013672
	Iteration 46Q: 3 clusters Score -9633131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -9633139.000000 Penalty: 5608.013672
	Iteration 47Q: 3 clusters Score -9633139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -9633137.000000 Penalty: 5608.013672
	Iteration 48Q: 3 clusters Score -9633137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -9633138.000000 Penalty: 5608.013672
	Iteration 49Q: 3 clusters Score -9633138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -9633142.000000 Penalty: 5608.013672
	Iteration 50Q: 3 clusters Score -9633142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -9633135.000000 Penalty: 5608.013672
	Iteration 51Q: 3 clusters Score -9633135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -9633135.000000 Penalty: 5608.013672
	Iteration 52Q: 3 clusters Score -9633135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -9633141.000000 Penalty: 5608.013672
	Iteration 53Q: 3 clusters Score -9633141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -9633147.000000 Penalty: 5608.013672
	Iteration 54Q: 3 clusters Score -9633147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -9633149.000000 Penalty: 5608.013672
	Iteration 55Q: 3 clusters Score -9633149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -9633140.000000 Penalty: 5608.013672
	Iteration 56Q: 3 clusters Score -9633140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -9633132.000000 Penalty: 5608.013672
	Iteration 57Q: 3 clusters Score -9633132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -9633138.000000 Penalty: 5608.013672
	Iteration 58Q: 3 clusters Score -9633138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -9633143.000000 Penalty: 5608.013672
	Iteration 59Q: 3 clusters Score -9633143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -9633147.000000 Penalty: 5608.013672
	Iteration 60F: 3 clusters Score -9633147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -9633145.000000 Penalty: 5608.013672
	Iteration 61Q: 3 clusters Score -9633145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -9633159.000000 Penalty: 5608.013672
	Iteration 62Q: 3 clusters Score -9633159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -9633147.000000 Penalty: 5608.013672
	Iteration 63Q: 3 clusters Score -9633147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -9633157.000000 Penalty: 5608.013672
	Iteration 64Q: 3 clusters Score -9633157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -9633159.000000 Penalty: 5608.013672
	Iteration 65Q: 3 clusters Score -9633159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -9633168.000000 Penalty: 5608.013672
	Iteration 66Q: 3 clusters Score -9633168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -9633159.000000 Penalty: 5608.013672
	Iteration 67Q: 3 clusters Score -9633159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -9633161.000000 Penalty: 5608.013672
	Iteration 68Q: 3 clusters Score -9633161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -9633157.000000 Penalty: 5608.013672
	Iteration 69Q: 3 clusters Score -9633157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -9633154.000000 Penalty: 5608.013672
	Iteration 70Q: 3 clusters Score -9633154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -9633169.000000 Penalty: 5608.013672
	Iteration 71Q: 3 clusters Score -9633169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -9633168.000000 Penalty: 5608.013672
	Iteration 72Q: 3 clusters Score -9633168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -9633171.000000 Penalty: 5608.013672
	Iteration 73Q: 3 clusters Score -9633171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -9633165.000000 Penalty: 5608.013672
	Iteration 74Q: 3 clusters Score -9633165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -9633173.000000 Penalty: 5608.013672
	Iteration 75Q: 3 clusters Score -9633173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -9633173.000000 Penalty: 5608.013672
	Iteration 76Q: 3 clusters Score -9633173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -9633179.000000 Penalty: 5608.013672
	Iteration 77Q: 3 clusters Score -9633179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -9633177.000000 Penalty: 5608.013672
	Iteration 78Q: 3 clusters Score -9633177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -9633179.000000 Penalty: 5608.013672
	Iteration 79Q: 3 clusters Score -9633179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -9633180.000000 Penalty: 5608.013672
	Iteration 80F: 3 clusters Score -9633180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -9633177.000000 Penalty: 5608.013672
	Iteration 81Q: 3 clusters Score -9633177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -9633182.000000 Penalty: 5608.013672
	Iteration 82Q: 3 clusters Score -9633182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -9633179.000000 Penalty: 5608.013672
	Iteration 83Q: 3 clusters Score -9633179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -9633181.000000 Penalty: 5608.013672
	Iteration 84Q: 3 clusters Score -9633181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -9633181.000000 Penalty: 5608.013672
	Iteration 85F: 3 clusters Score -9633181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Entering Unmasked Estep 
Score: -867275.437500 Penalty: 2205.197021
	Iteration 0F: 2 clusters Score -867275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -861348.625000 Penalty: 4410.394043
	Iteration 0F: 3 clusters Score -861348.6 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -862929.937500 Penalty: 4410.394043
	Iteration 1F: 3 clusters Score -862929.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -863194.625000 Penalty: 4410.394043
	Iteration 2F: 3 clusters Score -863194.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -863366.500000 Penalty: 4410.394043
	Iteration 3F: 3 clusters Score -863366.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -863479.187500 Penalty: 4410.394043
	Iteration 4Q: 3 clusters Score -863479.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -863562.750000 Penalty: 4410.394043
	Iteration 5Q: 3 clusters Score -863562.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -863641.062500 Penalty: 4410.394043
	Iteration 6Q: 3 clusters Score -863641.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -863703.562500 Penalty: 4410.394043
	Iteration 7Q: 3 clusters Score -863703.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -863782.687500 Penalty: 4410.394043
	Iteration 8Q: 3 clusters Score -863782.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -863871.062500 Penalty: 4410.394043
	Iteration 9Q: 3 clusters Score -863871.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -863973.000000 Penalty: 4410.394043
	Iteration 10Q: 3 clusters Score -863973 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -864114.500000 Penalty: 4410.394043
	Iteration 11Q: 3 clusters Score -864114.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -864267.125000 Penalty: 4410.394043
	Iteration 12Q: 3 clusters Score -864267.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -864464.812500 Penalty: 4410.394043
	Iteration 13Q: 3 clusters Score -864464.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -864687.437500 Penalty: 4410.394043
	Iteration 14Q: 3 clusters Score -864687.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -864903.875000 Penalty: 4410.394043
	Iteration 15Q: 3 clusters Score -864903.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -865068.187500 Penalty: 4410.394043
	Iteration 16Q: 3 clusters Score -865068.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -865221.375000 Penalty: 4410.394043
	Iteration 17Q: 3 clusters Score -865221.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -865356.625000 Penalty: 4410.394043
	Iteration 18Q: 3 clusters Score -865356.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -865446.250000 Penalty: 4410.394043
	Iteration 19Q: 3 clusters Score -865446.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -865499.937500 Penalty: 4410.394043
	Iteration 20F: 3 clusters Score -865499.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -865537.000000 Penalty: 4410.394043
	Iteration 21Q: 3 clusters Score -865537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -865560.562500 Penalty: 4410.394043
	Iteration 22Q: 3 clusters Score -865560.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -865579.062500 Penalty: 4410.394043
	Iteration 23Q: 3 clusters Score -865579.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -865594.687500 Penalty: 4410.394043
	Iteration 24Q: 3 clusters Score -865594.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -865612.125000 Penalty: 4410.394043
	Iteration 25Q: 3 clusters Score -865612.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -865622.437500 Penalty: 4410.394043
	Iteration 26Q: 3 clusters Score -865622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -865631.000000 Penalty: 4410.394043
	Iteration 27Q: 3 clusters Score -865631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -865635.437500 Penalty: 4410.394043
	Iteration 28Q: 3 clusters Score -865635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -865638.812500 Penalty: 4410.394043
	Iteration 29Q: 3 clusters Score -865638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -865641.687500 Penalty: 4410.394043
	Iteration 30Q: 3 clusters Score -865641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -865642.750000 Penalty: 4410.394043
	Iteration 31Q: 3 clusters Score -865642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -865643.125000 Penalty: 4410.394043
	Iteration 32Q: 3 clusters Score -865643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -865644.812500 Penalty: 4410.394043
	Iteration 33Q: 3 clusters Score -865644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -865645.562500 Penalty: 4410.394043
	Iteration 34Q: 3 clusters Score -865645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -865646.500000 Penalty: 4410.394043
	Iteration 35Q: 3 clusters Score -865646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -865647.687500 Penalty: 4410.394043
	Iteration 36Q: 3 clusters Score -865647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -865648.312500 Penalty: 4410.394043
	Iteration 37Q: 3 clusters Score -865648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -865650.187500 Penalty: 4410.394043
	Iteration 38Q: 3 clusters Score -865650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -865650.250000 Penalty: 4410.394043
	Iteration 39Q: 3 clusters Score -865650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -865651.437500 Penalty: 4410.394043
	Iteration 40F: 3 clusters Score -865651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -865653.562500 Penalty: 4410.394043
	Iteration 41Q: 3 clusters Score -865653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -865653.562500 Penalty: 4410.394043
	Iteration 42F: 3 clusters Score -865653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Entering Unmasked Estep 
Score: -1430097.875000 Penalty: 2344.628906
	Iteration 0F: 2 clusters Score -1430098 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 6449 members 
Entering Unmasked Estep 
Score: -1420767.250000 Penalty: 4689.257812
	Iteration 0F: 3 clusters Score -1420767 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1423844.000000 Penalty: 4689.257812
	Iteration 1F: 3 clusters Score -1423844 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1424295.125000 Penalty: 4689.257812
	Iteration 2F: 3 clusters Score -1424295 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1424718.000000 Penalty: 4689.257812
	Iteration 3F: 3 clusters Score -1424718 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1425134.750000 Penalty: 4689.257812
	Iteration 4F: 3 clusters Score -1425135 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1425646.375000 Penalty: 4689.257812
	Iteration 5F: 3 clusters Score -1425646 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1426240.125000 Penalty: 4689.257812
	Iteration 6F: 3 clusters Score -1426240 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1426758.000000 Penalty: 4689.257812
	Iteration 7F: 3 clusters Score -1426758 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1427145.875000 Penalty: 4689.257812
	Iteration 8Q: 3 clusters Score -1427146 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1427457.750000 Penalty: 4689.257812
	Iteration 9Q: 3 clusters Score -1427458 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1427714.500000 Penalty: 4689.257812
	Iteration 10Q: 3 clusters Score -1427714 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1427919.250000 Penalty: 4689.257812
	Iteration 11Q: 3 clusters Score -1427919 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1428051.375000 Penalty: 4689.257812
	Iteration 12Q: 3 clusters Score -1428051 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1428145.875000 Penalty: 4689.257812
	Iteration 13Q: 3 clusters Score -1428146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1428221.125000 Penalty: 4689.257812
	Iteration 14Q: 3 clusters Score -1428221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1428281.750000 Penalty: 4689.257812
	Iteration 15Q: 3 clusters Score -1428282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1428322.500000 Penalty: 4689.257812
	Iteration 16Q: 3 clusters Score -1428322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1428354.000000 Penalty: 4689.257812
	Iteration 17Q: 3 clusters Score -1428354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1428380.875000 Penalty: 4689.257812
	Iteration 18Q: 3 clusters Score -1428381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1428399.125000 Penalty: 4689.257812
	Iteration 19Q: 3 clusters Score -1428399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1428416.875000 Penalty: 4689.257812
	Iteration 20F: 3 clusters Score -1428417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1428440.125000 Penalty: 4689.257812
	Iteration 21Q: 3 clusters Score -1428440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1428452.375000 Penalty: 4689.257812
	Iteration 22Q: 3 clusters Score -1428452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1428462.500000 Penalty: 4689.257812
	Iteration 23Q: 3 clusters Score -1428462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1428477.500000 Penalty: 4689.257812
	Iteration 24Q: 3 clusters Score -1428478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1428486.250000 Penalty: 4689.257812
	Iteration 25Q: 3 clusters Score -1428486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1428495.750000 Penalty: 4689.257812
	Iteration 26Q: 3 clusters Score -1428496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1428507.375000 Penalty: 4689.257812
	Iteration 27Q: 3 clusters Score -1428507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1428519.625000 Penalty: 4689.257812
	Iteration 28Q: 3 clusters Score -1428520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1428529.375000 Penalty: 4689.257812
	Iteration 29Q: 3 clusters Score -1428529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1428532.875000 Penalty: 4689.257812
	Iteration 30Q: 3 clusters Score -1428533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1428536.625000 Penalty: 4689.257812
	Iteration 31Q: 3 clusters Score -1428537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1428539.375000 Penalty: 4689.257812
	Iteration 32Q: 3 clusters Score -1428539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1428543.375000 Penalty: 4689.257812
	Iteration 33Q: 3 clusters Score -1428543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1428545.000000 Penalty: 4689.257812
	Iteration 34Q: 3 clusters Score -1428545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1428544.750000 Penalty: 4689.257812
	Iteration 35Q: 3 clusters Score -1428545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1428544.750000 Penalty: 4689.257812
	Iteration 36F: 3 clusters Score -1428545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Entering Unmasked Estep 
Score: -3531512.000000 Penalty: 2562.679688
	Iteration 0F: 2 clusters Score -3531512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3510437.750000 Penalty: 5125.359375
	Iteration 0F: 3 clusters Score -3510438 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3518001.000000 Penalty: 5125.359375
	Iteration 1F: 3 clusters Score -3518001 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3518711.000000 Penalty: 5125.359375
	Iteration 2Q: 3 clusters Score -3518711 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3519553.750000 Penalty: 5125.359375
	Iteration 3F: 3 clusters Score -3519554 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3520493.250000 Penalty: 5125.359375
	Iteration 4F: 3 clusters Score -3520493 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3521434.250000 Penalty: 5125.359375
	Iteration 5F: 3 clusters Score -3521434 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3522318.000000 Penalty: 5125.359375
	Iteration 6F: 3 clusters Score -3522318 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3523077.500000 Penalty: 5125.359375
	Iteration 7F: 3 clusters Score -3523078 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3523734.500000 Penalty: 5125.359375
	Iteration 8Q: 3 clusters Score -3523734 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3524303.500000 Penalty: 5125.359375
	Iteration 9Q: 3 clusters Score -3524304 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3524709.250000 Penalty: 5125.359375
	Iteration 10Q: 3 clusters Score -3524709 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3524995.750000 Penalty: 5125.359375
	Iteration 11Q: 3 clusters Score -3524996 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3525175.500000 Penalty: 5125.359375
	Iteration 12Q: 3 clusters Score -3525176 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3525325.250000 Penalty: 5125.359375
	Iteration 13Q: 3 clusters Score -3525325 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3525430.750000 Penalty: 5125.359375
	Iteration 14Q: 3 clusters Score -3525431 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3525499.750000 Penalty: 5125.359375
	Iteration 15Q: 3 clusters Score -3525500 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3525568.250000 Penalty: 5125.359375
	Iteration 16Q: 3 clusters Score -3525568 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3525638.500000 Penalty: 5125.359375
	Iteration 17Q: 3 clusters Score -3525638 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3525692.000000 Penalty: 5125.359375
	Iteration 18Q: 3 clusters Score -3525692 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3525777.000000 Penalty: 5125.359375
	Iteration 19Q: 3 clusters Score -3525777 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3525853.000000 Penalty: 5125.359375
	Iteration 20F: 3 clusters Score -3525853 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3525944.250000 Penalty: 5125.359375
	Iteration 21Q: 3 clusters Score -3525944 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3526043.500000 Penalty: 5125.359375
	Iteration 22Q: 3 clusters Score -3526044 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3526144.000000 Penalty: 5125.359375
	Iteration 23Q: 3 clusters Score -3526144 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3526281.000000 Penalty: 5125.359375
	Iteration 24Q: 3 clusters Score -3526281 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3526493.250000 Penalty: 5125.359375
	Iteration 25Q: 3 clusters Score -3526493 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3526723.500000 Penalty: 5125.359375
	Iteration 26Q: 3 clusters Score -3526724 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3526968.250000 Penalty: 5125.359375
	Iteration 27Q: 3 clusters Score -3526968 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3527247.750000 Penalty: 5125.359375
	Iteration 28Q: 3 clusters Score -3527248 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3527588.000000 Penalty: 5125.359375
	Iteration 29Q: 3 clusters Score -3527588 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3527872.500000 Penalty: 5125.359375
	Iteration 30Q: 3 clusters Score -3527872 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3528094.250000 Penalty: 5125.359375
	Iteration 31Q: 3 clusters Score -3528094 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3528276.750000 Penalty: 5125.359375
	Iteration 32Q: 3 clusters Score -3528277 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3528420.750000 Penalty: 5125.359375
	Iteration 33Q: 3 clusters Score -3528421 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3528580.250000 Penalty: 5125.359375
	Iteration 34Q: 3 clusters Score -3528580 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3528700.000000 Penalty: 5125.359375
	Iteration 35Q: 3 clusters Score -3528700 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3528816.000000 Penalty: 5125.359375
	Iteration 36Q: 3 clusters Score -3528816 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3528902.000000 Penalty: 5125.359375
	Iteration 37Q: 3 clusters Score -3528902 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3528997.750000 Penalty: 5125.359375
	Iteration 38Q: 3 clusters Score -3528998 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3529072.750000 Penalty: 5125.359375
	Iteration 39Q: 3 clusters Score -3529073 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3529173.250000 Penalty: 5125.359375
	Iteration 40F: 3 clusters Score -3529173 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3529292.500000 Penalty: 5125.359375
	Iteration 41Q: 3 clusters Score -3529292 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3529380.250000 Penalty: 5125.359375
	Iteration 42Q: 3 clusters Score -3529380 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3529487.500000 Penalty: 5125.359375
	Iteration 43Q: 3 clusters Score -3529488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3529609.750000 Penalty: 5125.359375
	Iteration 44Q: 3 clusters Score -3529610 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3529709.250000 Penalty: 5125.359375
	Iteration 45Q: 3 clusters Score -3529709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3529826.500000 Penalty: 5125.359375
	Iteration 46Q: 3 clusters Score -3529826 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3529929.750000 Penalty: 5125.359375
	Iteration 47Q: 3 clusters Score -3529930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3530016.000000 Penalty: 5125.359375
	Iteration 48Q: 3 clusters Score -3530016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3530064.500000 Penalty: 5125.359375
	Iteration 49Q: 3 clusters Score -3530064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3530098.250000 Penalty: 5125.359375
	Iteration 50Q: 3 clusters Score -3530098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3530122.250000 Penalty: 5125.359375
	Iteration 51Q: 3 clusters Score -3530122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3530152.250000 Penalty: 5125.359375
	Iteration 52Q: 3 clusters Score -3530152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3530163.500000 Penalty: 5125.359375
	Iteration 53Q: 3 clusters Score -3530164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3530177.500000 Penalty: 5125.359375
	Iteration 54Q: 3 clusters Score -3530178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -3530185.000000 Penalty: 5125.359375
	Iteration 55Q: 3 clusters Score -3530185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3530184.250000 Penalty: 5125.359375
	Iteration 56Q: 3 clusters Score -3530184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3530181.500000 Penalty: 5125.359375
	Iteration 57Q: 3 clusters Score -3530182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3530178.500000 Penalty: 5125.359375
	Iteration 58Q: 3 clusters Score -3530178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3530180.000000 Penalty: 5125.359375
	Iteration 59Q: 3 clusters Score -3530180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3530186.750000 Penalty: 5125.359375
	Iteration 60F: 3 clusters Score -3530187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3530185.750000 Penalty: 5125.359375
	Iteration 61Q: 3 clusters Score -3530186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3530183.500000 Penalty: 5125.359375
	Iteration 62Q: 3 clusters Score -3530184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3530187.250000 Penalty: 5125.359375
	Iteration 63Q: 3 clusters Score -3530187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3530184.750000 Penalty: 5125.359375
	Iteration 64Q: 3 clusters Score -3530185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3530184.750000 Penalty: 5125.359375
	Iteration 65F: 3 clusters Score -3530185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Entering Unmasked Estep 
Score: -20433428.000000 Penalty: 2987.475830
	Iteration 0F: 2 clusters Score -2.043343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -20321434.000000 Penalty: 5974.951660
	Iteration 0F: 3 clusters Score -2.032143e+07 nChanged 81579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -20368212.000000 Penalty: 5974.951660
	Iteration 1F: 3 clusters Score -2.036821e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -20369560.000000 Penalty: 5974.951660
	Iteration 2Q: 3 clusters Score -2.036956e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -20371320.000000 Penalty: 5974.951660
	Iteration 3Q: 3 clusters Score -2.037132e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -20374594.000000 Penalty: 5974.951660
	Iteration 4Q: 3 clusters Score -2.037459e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -20379834.000000 Penalty: 5974.951660
	Iteration 5F: 3 clusters Score -2.037983e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -20388986.000000 Penalty: 5974.951660
	Iteration 6F: 3 clusters Score -2.038899e+07 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 136001 members 
Entering Unmasked Estep 
Score: -20401920.000000 Penalty: 5974.951660
	Iteration 7F: 3 clusters Score -2.040192e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 149842 members 
Entering Unmasked Estep 
Score: -20415434.000000 Penalty: 5974.951660
	Iteration 8F: 3 clusters Score -2.041543e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 159847 members 
Entering Unmasked Estep 
Score: -20424266.000000 Penalty: 5974.951660
	Iteration 9F: 3 clusters Score -2.042427e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -20429072.000000 Penalty: 5974.951660
	Iteration 10Q: 3 clusters Score -2.042907e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -20430878.000000 Penalty: 5974.951660
	Iteration 11Q: 3 clusters Score -2.043088e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 168597 members 
Entering Unmasked Estep 
Score: -20431706.000000 Penalty: 5974.951660
	Iteration 12Q: 3 clusters Score -2.043171e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 168886 members 
Entering Unmasked Estep 
Score: -20432006.000000 Penalty: 5974.951660
	Iteration 13Q: 3 clusters Score -2.043201e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 169034 members 
Entering Unmasked Estep 
Score: -20432178.000000 Penalty: 5974.951660
	Iteration 14Q: 3 clusters Score -2.043218e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 169093 members 
Entering Unmasked Estep 
Score: -20432292.000000 Penalty: 5974.951660
	Iteration 15Q: 3 clusters Score -2.043229e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 169136 members 
Entering Unmasked Estep 
Score: -20432330.000000 Penalty: 5974.951660
	Iteration 16Q: 3 clusters Score -2.043233e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -20432372.000000 Penalty: 5974.951660
	Iteration 17Q: 3 clusters Score -2.043237e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 169170 members 
Entering Unmasked Estep 
Score: -20432378.000000 Penalty: 5974.951660
	Iteration 18Q: 3 clusters Score -2.043238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 169175 members 
Entering Unmasked Estep 
Score: -20432366.000000 Penalty: 5974.951660
	Iteration 19Q: 3 clusters Score -2.043237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -20432378.000000 Penalty: 5974.951660
	Iteration 20F: 3 clusters Score -2.043238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 169186 members 
Entering Unmasked Estep 
Score: -20432378.000000 Penalty: 5974.951660
	Iteration 21Q: 3 clusters Score -2.043238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -20432382.000000 Penalty: 5974.951660
	Iteration 22Q: 3 clusters Score -2.043238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 169199 members 
Entering Unmasked Estep 
Score: -20432380.000000 Penalty: 5974.951660
	Iteration 23Q: 3 clusters Score -2.043238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -20432380.000000 Penalty: 5974.951660
	Iteration 24Q: 3 clusters Score -2.043238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -20432384.000000 Penalty: 5974.951660
	Iteration 25Q: 3 clusters Score -2.043238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 169207 members 
Entering Unmasked Estep 
Score: -20432382.000000 Penalty: 5974.951660
	Iteration 26Q: 3 clusters Score -2.043238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -20432376.000000 Penalty: 5974.951660
	Iteration 27Q: 3 clusters Score -2.043238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 169206 members 
Entering Unmasked Estep 
Score: -20432380.000000 Penalty: 5974.951660
	Iteration 28Q: 3 clusters Score -2.043238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 169206 members 
Entering Unmasked Estep 
Score: -20432380.000000 Penalty: 5974.951660
	Iteration 29F: 3 clusters Score -2.043238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Entering Unmasked Estep 
Score: -4565115.000000 Penalty: 2620.187744
	Iteration 0F: 2 clusters Score -4565115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4539001.000000 Penalty: 5240.375488
	Iteration 0F: 3 clusters Score -4539001 nChanged 17636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4548363.500000 Penalty: 5240.375488
	Iteration 1F: 3 clusters Score -4548364 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4548984.500000 Penalty: 5240.375488
	Iteration 2Q: 3 clusters Score -4548984 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4549682.500000 Penalty: 5240.375488
	Iteration 3Q: 3 clusters Score -4549682 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4550694.500000 Penalty: 5240.375488
	Iteration 4F: 3 clusters Score -4550694 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4552090.500000 Penalty: 5240.375488
	Iteration 5F: 3 clusters Score -4552090 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4553951.000000 Penalty: 5240.375488
	Iteration 6F: 3 clusters Score -4553951 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4556010.500000 Penalty: 5240.375488
	Iteration 7F: 3 clusters Score -4556010 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -4557947.000000 Penalty: 5240.375488
	Iteration 8F: 3 clusters Score -4557947 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4559679.500000 Penalty: 5240.375488
	Iteration 9F: 3 clusters Score -4559680 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4561257.000000 Penalty: 5240.375488
	Iteration 10Q: 3 clusters Score -4561257 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4562372.500000 Penalty: 5240.375488
	Iteration 11Q: 3 clusters Score -4562372 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4562996.000000 Penalty: 5240.375488
	Iteration 12Q: 3 clusters Score -4562996 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4563202.000000 Penalty: 5240.375488
	Iteration 13Q: 3 clusters Score -4563202 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -4563296.500000 Penalty: 5240.375488
	Iteration 14Q: 3 clusters Score -4563296 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -4563363.000000 Penalty: 5240.375488
	Iteration 15Q: 3 clusters Score -4563363 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -4563406.000000 Penalty: 5240.375488
	Iteration 16Q: 3 clusters Score -4563406 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4563430.000000 Penalty: 5240.375488
	Iteration 17Q: 3 clusters Score -4563430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4563437.000000 Penalty: 5240.375488
	Iteration 18Q: 3 clusters Score -4563437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4563444.500000 Penalty: 5240.375488
	Iteration 19Q: 3 clusters Score -4563444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4563443.000000 Penalty: 5240.375488
	Iteration 20F: 3 clusters Score -4563443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4563448.500000 Penalty: 5240.375488
	Iteration 21Q: 3 clusters Score -4563448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4563455.500000 Penalty: 5240.375488
	Iteration 22Q: 3 clusters Score -4563456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4563462.000000 Penalty: 5240.375488
	Iteration 23Q: 3 clusters Score -4563462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4563469.000000 Penalty: 5240.375488
	Iteration 24Q: 3 clusters Score -4563469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4563482.000000 Penalty: 5240.375488
	Iteration 25Q: 3 clusters Score -4563482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4563492.500000 Penalty: 5240.375488
	Iteration 26Q: 3 clusters Score -4563492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -4563498.000000 Penalty: 5240.375488
	Iteration 27Q: 3 clusters Score -4563498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4563496.000000 Penalty: 5240.375488
	Iteration 28Q: 3 clusters Score -4563496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4563495.000000 Penalty: 5240.375488
	Iteration 29Q: 3 clusters Score -4563495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4563490.500000 Penalty: 5240.375488
	Iteration 30Q: 3 clusters Score -4563490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4563491.500000 Penalty: 5240.375488
	Iteration 31Q: 3 clusters Score -4563492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4563488.000000 Penalty: 5240.375488
	Iteration 32Q: 3 clusters Score -4563488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4563489.500000 Penalty: 5240.375488
	Iteration 33Q: 3 clusters Score -4563490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4563490.500000 Penalty: 5240.375488
	Iteration 34Q: 3 clusters Score -4563490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4563487.500000 Penalty: 5240.375488
	Iteration 35Q: 3 clusters Score -4563488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4563490.000000 Penalty: 5240.375488
	Iteration 36Q: 3 clusters Score -4563490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4563490.500000 Penalty: 5240.375488
	Iteration 37Q: 3 clusters Score -4563490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4563490.500000 Penalty: 5240.375488
	Iteration 38Q: 3 clusters Score -4563490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -4563486.000000 Penalty: 5240.375488
	Iteration 39Q: 3 clusters Score -4563486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4563487.500000 Penalty: 5240.375488
	Iteration 40F: 3 clusters Score -4563488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -4563491.000000 Penalty: 5240.375488
	Iteration 41Q: 3 clusters Score -4563491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4563493.000000 Penalty: 5240.375488
	Iteration 42Q: 3 clusters Score -4563493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4563490.500000 Penalty: 5240.375488
	Iteration 43Q: 3 clusters Score -4563490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4563490.500000 Penalty: 5240.375488
	Iteration 44F: 3 clusters Score -4563490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Entering Unmasked Estep 
Score: -8485239.000000 Penalty: 2768.437744
	Iteration 0F: 2 clusters Score -8485239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -8438039.000000 Penalty: 5536.875488
	Iteration 0F: 3 clusters Score -8438039 nChanged 32962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -8456401.000000 Penalty: 5536.875488
	Iteration 1F: 3 clusters Score -8456401 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -8456947.000000 Penalty: 5536.875488
	Iteration 2Q: 3 clusters Score -8456947 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -8457504.000000 Penalty: 5536.875488
	Iteration 3Q: 3 clusters Score -8457504 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -8458084.000000 Penalty: 5536.875488
	Iteration 4Q: 3 clusters Score -8458084 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -8458603.000000 Penalty: 5536.875488
	Iteration 5Q: 3 clusters Score -8458603 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -8459100.000000 Penalty: 5536.875488
	Iteration 6Q: 3 clusters Score -8459100 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -8459669.000000 Penalty: 5536.875488
	Iteration 7Q: 3 clusters Score -8459669 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -8460233.000000 Penalty: 5536.875488
	Iteration 8Q: 3 clusters Score -8460233 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -8460787.000000 Penalty: 5536.875488
	Iteration 9Q: 3 clusters Score -8460787 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -8461501.000000 Penalty: 5536.875488
	Iteration 10Q: 3 clusters Score -8461501 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -8462539.000000 Penalty: 5536.875488
	Iteration 11Q: 3 clusters Score -8462539 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -8463979.000000 Penalty: 5536.875488
	Iteration 12Q: 3 clusters Score -8463979 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -8466067.000000 Penalty: 5536.875488
	Iteration 13F: 3 clusters Score -8466067 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -8468947.000000 Penalty: 5536.875488
	Iteration 14F: 3 clusters Score -8468947 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -8472124.000000 Penalty: 5536.875488
	Iteration 15F: 3 clusters Score -8472124 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -8474886.000000 Penalty: 5536.875488
	Iteration 16Q: 3 clusters Score -8474886 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -8476839.000000 Penalty: 5536.875488
	Iteration 17Q: 3 clusters Score -8476839 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -8478069.000000 Penalty: 5536.875488
	Iteration 18Q: 3 clusters Score -8478069 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -8479012.000000 Penalty: 5536.875488
	Iteration 19Q: 3 clusters Score -8479012 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -8479736.000000 Penalty: 5536.875488
	Iteration 20F: 3 clusters Score -8479736 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -8480455.000000 Penalty: 5536.875488
	Iteration 21Q: 3 clusters Score -8480455 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -8481089.000000 Penalty: 5536.875488
	Iteration 22Q: 3 clusters Score -8481089 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -8481616.000000 Penalty: 5536.875488
	Iteration 23Q: 3 clusters Score -8481616 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8482065.000000 Penalty: 5536.875488
	Iteration 24Q: 3 clusters Score -8482065 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8482399.000000 Penalty: 5536.875488
	Iteration 25Q: 3 clusters Score -8482399 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8482727.000000 Penalty: 5536.875488
	Iteration 26Q: 3 clusters Score -8482727 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8482931.000000 Penalty: 5536.875488
	Iteration 27Q: 3 clusters Score -8482931 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8483127.000000 Penalty: 5536.875488
	Iteration 28Q: 3 clusters Score -8483127 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8483269.000000 Penalty: 5536.875488
	Iteration 29Q: 3 clusters Score -8483269 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8483376.000000 Penalty: 5536.875488
	Iteration 30Q: 3 clusters Score -8483376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8483435.000000 Penalty: 5536.875488
	Iteration 31Q: 3 clusters Score -8483435 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8483483.000000 Penalty: 5536.875488
	Iteration 32Q: 3 clusters Score -8483483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8483523.000000 Penalty: 5536.875488
	Iteration 33Q: 3 clusters Score -8483523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8483550.000000 Penalty: 5536.875488
	Iteration 34Q: 3 clusters Score -8483550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8483550.000000 Penalty: 5536.875488
	Iteration 35Q: 3 clusters Score -8483550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8483573.000000 Penalty: 5536.875488
	Iteration 36Q: 3 clusters Score -8483573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8483582.000000 Penalty: 5536.875488
	Iteration 37Q: 3 clusters Score -8483582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8483588.000000 Penalty: 5536.875488
	Iteration 38Q: 3 clusters Score -8483588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8483609.000000 Penalty: 5536.875488
	Iteration 39Q: 3 clusters Score -8483609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8483609.000000 Penalty: 5536.875488
	Iteration 40F: 3 clusters Score -8483609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8483608.000000 Penalty: 5536.875488
	Iteration 41Q: 3 clusters Score -8483608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8483608.000000 Penalty: 5536.875488
	Iteration 42Q: 3 clusters Score -8483608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8483618.000000 Penalty: 5536.875488
	Iteration 43Q: 3 clusters Score -8483618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8483615.000000 Penalty: 5536.875488
	Iteration 44Q: 3 clusters Score -8483615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8483616.000000 Penalty: 5536.875488
	Iteration 45Q: 3 clusters Score -8483616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8483623.000000 Penalty: 5536.875488
	Iteration 46Q: 3 clusters Score -8483623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69317 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8483631.000000 Penalty: 5536.875488
	Iteration 47Q: 3 clusters Score -8483631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8483627.000000 Penalty: 5536.875488
	Iteration 48Q: 3 clusters Score -8483627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8483645.000000 Penalty: 5536.875488
	Iteration 49Q: 3 clusters Score -8483645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8483640.000000 Penalty: 5536.875488
	Iteration 50Q: 3 clusters Score -8483640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8483634.000000 Penalty: 5536.875488
	Iteration 51Q: 3 clusters Score -8483634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8483635.000000 Penalty: 5536.875488
	Iteration 52Q: 3 clusters Score -8483635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8483640.000000 Penalty: 5536.875488
	Iteration 53Q: 3 clusters Score -8483640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8483640.000000 Penalty: 5536.875488
	Iteration 54Q: 3 clusters Score -8483640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8483646.000000 Penalty: 5536.875488
	Iteration 55Q: 3 clusters Score -8483646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8483644.000000 Penalty: 5536.875488
	Iteration 56Q: 3 clusters Score -8483644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8483643.000000 Penalty: 5536.875488
	Iteration 57Q: 3 clusters Score -8483643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8483639.000000 Penalty: 5536.875488
	Iteration 58Q: 3 clusters Score -8483639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8483644.000000 Penalty: 5536.875488
	Iteration 59Q: 3 clusters Score -8483644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8483648.000000 Penalty: 5536.875488
	Iteration 60F: 3 clusters Score -8483648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8483647.000000 Penalty: 5536.875488
	Iteration 61Q: 3 clusters Score -8483647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8483643.000000 Penalty: 5536.875488
	Iteration 62Q: 3 clusters Score -8483643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8483640.000000 Penalty: 5536.875488
	Iteration 63Q: 3 clusters Score -8483640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8483642.000000 Penalty: 5536.875488
	Iteration 64Q: 3 clusters Score -8483642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8483645.000000 Penalty: 5536.875488
	Iteration 65Q: 3 clusters Score -8483645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8483647.000000 Penalty: 5536.875488
	Iteration 66Q: 3 clusters Score -8483647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8483647.000000 Penalty: 5536.875488
	Iteration 67F: 3 clusters Score -8483647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Entering Unmasked Estep 
Score: -3188597.750000 Penalty: 2545.996582
	Iteration 0F: 2 clusters Score -3188598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3168843.500000 Penalty: 5091.993164
	Iteration 0F: 3 clusters Score -3168844 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3176159.000000 Penalty: 5091.993164
	Iteration 1F: 3 clusters Score -3176159 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3177338.750000 Penalty: 5091.993164
	Iteration 2F: 3 clusters Score -3177339 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3178809.250000 Penalty: 5091.993164
	Iteration 3F: 3 clusters Score -3178809 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3180560.500000 Penalty: 5091.993164
	Iteration 4F: 3 clusters Score -3180560 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3182413.750000 Penalty: 5091.993164
	Iteration 5F: 3 clusters Score -3182414 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3184135.250000 Penalty: 5091.993164
	Iteration 6F: 3 clusters Score -3184135 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3185510.500000 Penalty: 5091.993164
	Iteration 7F: 3 clusters Score -3185510 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3186438.000000 Penalty: 5091.993164
	Iteration 8Q: 3 clusters Score -3186438 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3187053.000000 Penalty: 5091.993164
	Iteration 9Q: 3 clusters Score -3187053 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3187459.500000 Penalty: 5091.993164
	Iteration 10Q: 3 clusters Score -3187460 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3187759.250000 Penalty: 5091.993164
	Iteration 11Q: 3 clusters Score -3187759 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3188052.750000 Penalty: 5091.993164
	Iteration 12Q: 3 clusters Score -3188053 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3188275.000000 Penalty: 5091.993164
	Iteration 13Q: 3 clusters Score -3188275 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3188466.000000 Penalty: 5091.993164
	Iteration 14Q: 3 clusters Score -3188466 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3188604.000000 Penalty: 5091.993164
	Iteration 15Q: 3 clusters Score -3188604 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3188694.750000 Penalty: 5091.993164
	Iteration 16Q: 3 clusters Score -3188695 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3188776.750000 Penalty: 5091.993164
	Iteration 17Q: 3 clusters Score -3188777 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3188839.750000 Penalty: 5091.993164
	Iteration 18Q: 3 clusters Score -3188840 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3188899.500000 Penalty: 5091.993164
	Iteration 19Q: 3 clusters Score -3188900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3188945.250000 Penalty: 5091.993164
	Iteration 20F: 3 clusters Score -3188945 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3188992.000000 Penalty: 5091.993164
	Iteration 21Q: 3 clusters Score -3188992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3189025.000000 Penalty: 5091.993164
	Iteration 22Q: 3 clusters Score -3189025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3189072.250000 Penalty: 5091.993164
	Iteration 23Q: 3 clusters Score -3189072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3189106.250000 Penalty: 5091.993164
	Iteration 24Q: 3 clusters Score -3189106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3189115.000000 Penalty: 5091.993164
	Iteration 25Q: 3 clusters Score -3189115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3189142.000000 Penalty: 5091.993164
	Iteration 26Q: 3 clusters Score -3189142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3189148.500000 Penalty: 5091.993164
	Iteration 27Q: 3 clusters Score -3189148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3189152.500000 Penalty: 5091.993164
	Iteration 28Q: 3 clusters Score -3189152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3189168.000000 Penalty: 5091.993164
	Iteration 29Q: 3 clusters Score -3189168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3189167.750000 Penalty: 5091.993164
	Iteration 30Q: 3 clusters Score -3189168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3189169.500000 Penalty: 5091.993164
	Iteration 31Q: 3 clusters Score -3189170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3189175.500000 Penalty: 5091.993164
	Iteration 32Q: 3 clusters Score -3189176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3189180.250000 Penalty: 5091.993164
	Iteration 33Q: 3 clusters Score -3189180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3189185.000000 Penalty: 5091.993164
	Iteration 34Q: 3 clusters Score -3189185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3189190.000000 Penalty: 5091.993164
	Iteration 35Q: 3 clusters Score -3189190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3189202.000000 Penalty: 5091.993164
	Iteration 36Q: 3 clusters Score -3189202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3189219.000000 Penalty: 5091.993164
	Iteration 37Q: 3 clusters Score -3189219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3189219.500000 Penalty: 5091.993164
	Iteration 38Q: 3 clusters Score -3189220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3189224.000000 Penalty: 5091.993164
	Iteration 39Q: 3 clusters Score -3189224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3189226.000000 Penalty: 5091.993164
	Iteration 40F: 3 clusters Score -3189226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3189234.250000 Penalty: 5091.993164
	Iteration 41Q: 3 clusters Score -3189234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3189240.250000 Penalty: 5091.993164
	Iteration 42Q: 3 clusters Score -3189240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3189248.000000 Penalty: 5091.993164
	Iteration 43Q: 3 clusters Score -3189248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3189261.250000 Penalty: 5091.993164
	Iteration 44Q: 3 clusters Score -3189261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3189268.250000 Penalty: 5091.993164
	Iteration 45Q: 3 clusters Score -3189268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3189271.500000 Penalty: 5091.993164
	Iteration 46Q: 3 clusters Score -3189272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3189280.750000 Penalty: 5091.993164
	Iteration 47Q: 3 clusters Score -3189281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3189294.000000 Penalty: 5091.993164
	Iteration 48Q: 3 clusters Score -3189294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3189293.750000 Penalty: 5091.993164
	Iteration 49Q: 3 clusters Score -3189294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3189296.750000 Penalty: 5091.993164
	Iteration 50Q: 3 clusters Score -3189297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3189290.750000 Penalty: 5091.993164
	Iteration 51Q: 3 clusters Score -3189291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3189288.750000 Penalty: 5091.993164
	Iteration 52Q: 3 clusters Score -3189289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3189293.750000 Penalty: 5091.993164
	Iteration 53Q: 3 clusters Score -3189294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3189298.750000 Penalty: 5091.993164
	Iteration 54Q: 3 clusters Score -3189299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3189298.500000 Penalty: 5091.993164
	Iteration 55Q: 3 clusters Score -3189298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3189305.500000 Penalty: 5091.993164
	Iteration 56Q: 3 clusters Score -3189306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3189311.000000 Penalty: 5091.993164
	Iteration 57Q: 3 clusters Score -3189311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3189312.250000 Penalty: 5091.993164
	Iteration 58Q: 3 clusters Score -3189312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3189311.750000 Penalty: 5091.993164
	Iteration 59Q: 3 clusters Score -3189312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3189314.750000 Penalty: 5091.993164
	Iteration 60F: 3 clusters Score -3189315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3189316.250000 Penalty: 5091.993164
	Iteration 61Q: 3 clusters Score -3189316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3189318.000000 Penalty: 5091.993164
	Iteration 62Q: 3 clusters Score -3189318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3189325.000000 Penalty: 5091.993164
	Iteration 63Q: 3 clusters Score -3189325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3189328.500000 Penalty: 5091.993164
	Iteration 64Q: 3 clusters Score -3189328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3189332.750000 Penalty: 5091.993164
	Iteration 65Q: 3 clusters Score -3189333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3189336.250000 Penalty: 5091.993164
	Iteration 66Q: 3 clusters Score -3189336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3189344.750000 Penalty: 5091.993164
	Iteration 67Q: 3 clusters Score -3189345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3189346.750000 Penalty: 5091.993164
	Iteration 68Q: 3 clusters Score -3189347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3189353.250000 Penalty: 5091.993164
	Iteration 69Q: 3 clusters Score -3189353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3189360.000000 Penalty: 5091.993164
	Iteration 70Q: 3 clusters Score -3189360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3189376.250000 Penalty: 5091.993164
	Iteration 71Q: 3 clusters Score -3189376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3189381.750000 Penalty: 5091.993164
	Iteration 72Q: 3 clusters Score -3189382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3189384.500000 Penalty: 5091.993164
	Iteration 73Q: 3 clusters Score -3189384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3189386.000000 Penalty: 5091.993164
	Iteration 74Q: 3 clusters Score -3189386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3189387.250000 Penalty: 5091.993164
	Iteration 75Q: 3 clusters Score -3189387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3189383.750000 Penalty: 5091.993164
	Iteration 76Q: 3 clusters Score -3189384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3189390.750000 Penalty: 5091.993164
	Iteration 77Q: 3 clusters Score -3189391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3189382.750000 Penalty: 5091.993164
	Iteration 78Q: 3 clusters Score -3189383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3189385.000000 Penalty: 5091.993164
	Iteration 79Q: 3 clusters Score -3189385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3189388.750000 Penalty: 5091.993164
	Iteration 80F: 3 clusters Score -3189389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3189393.000000 Penalty: 5091.993164
	Iteration 81Q: 3 clusters Score -3189393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3189388.000000 Penalty: 5091.993164
	Iteration 82Q: 3 clusters Score -3189388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3189398.000000 Penalty: 5091.993164
	Iteration 83Q: 3 clusters Score -3189398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3189393.750000 Penalty: 5091.993164
	Iteration 84Q: 3 clusters Score -3189394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3189397.250000 Penalty: 5091.993164
	Iteration 85Q: 3 clusters Score -3189397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3189399.000000 Penalty: 5091.993164
	Iteration 86Q: 3 clusters Score -3189399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3189401.500000 Penalty: 5091.993164
	Iteration 87Q: 3 clusters Score -3189402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3189408.250000 Penalty: 5091.993164
	Iteration 88Q: 3 clusters Score -3189408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3189411.750000 Penalty: 5091.993164
	Iteration 89Q: 3 clusters Score -3189412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3189412.000000 Penalty: 5091.993164
	Iteration 90Q: 3 clusters Score -3189412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3189422.500000 Penalty: 5091.993164
	Iteration 91Q: 3 clusters Score -3189422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3189419.500000 Penalty: 5091.993164
	Iteration 92Q: 3 clusters Score -3189420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3189418.500000 Penalty: 5091.993164
	Iteration 93Q: 3 clusters Score -3189418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3189419.500000 Penalty: 5091.993164
	Iteration 94Q: 3 clusters Score -3189420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3189417.250000 Penalty: 5091.993164
	Iteration 95Q: 3 clusters Score -3189417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3189417.000000 Penalty: 5091.993164
	Iteration 96Q: 3 clusters Score -3189417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3189415.000000 Penalty: 5091.993164
	Iteration 97Q: 3 clusters Score -3189415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3189421.750000 Penalty: 5091.993164
	Iteration 98Q: 3 clusters Score -3189422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3189435.000000 Penalty: 5091.993164
	Iteration 99Q: 3 clusters Score -3189435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3189427.750000 Penalty: 5091.993164
	Iteration 100F: 3 clusters Score -3189428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3189433.500000 Penalty: 5091.993164
	Iteration 101Q: 3 clusters Score -3189434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3189434.250000 Penalty: 5091.993164
	Iteration 102Q: 3 clusters Score -3189434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3189433.500000 Penalty: 5091.993164
	Iteration 103Q: 3 clusters Score -3189434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3189432.750000 Penalty: 5091.993164
	Iteration 104Q: 3 clusters Score -3189433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3189435.000000 Penalty: 5091.993164
	Iteration 105Q: 3 clusters Score -3189435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3189435.000000 Penalty: 5091.993164
	Iteration 106F: 3 clusters Score -3189435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 94221 members 
Mstep: Class 3 contains 41365 members 
Mstep: Class 4 contains 18182 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 175618 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7273 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 170463 members 
Mstep: Class 12 contains 38765 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 48759 members 
Mstep: Class 16 contains 110193 members 
Mstep: Class 17 contains 74414 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17663 members 
Mstep: Class 20 contains 30057 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 40639 members 
Mstep: Class 25 contains 246516 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173176 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 11769 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 168683 members 
Mstep: Class 36 contains 23872 members 
Entering Unmasked Estep 
Score: -205557632.000000 Penalty: 128518.421875
Splitting cluster 14 changes total score from -205558208.000000 to -205557632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (48759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Entering Unmasked Estep 
Score: -5708908.000000 Penalty: 2677.072021
	Iteration 0F: 2 clusters Score -5708908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -5675956.000000 Penalty: 5354.144043
	Iteration 0F: 3 clusters Score -5675956 nChanged 22594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -5688700.000000 Penalty: 5354.144043
	Iteration 1F: 3 clusters Score -5688700 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -5689540.500000 Penalty: 5354.144043
	Iteration 2Q: 3 clusters Score -5689540 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5690614.000000 Penalty: 5354.144043
	Iteration 3F: 3 clusters Score -5690614 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5692167.000000 Penalty: 5354.144043
	Iteration 4F: 3 clusters Score -5692167 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -5694325.500000 Penalty: 5354.144043
	Iteration 5F: 3 clusters Score -5694326 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -5697015.000000 Penalty: 5354.144043
	Iteration 6F: 3 clusters Score -5697015 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -5699730.500000 Penalty: 5354.144043
	Iteration 7F: 3 clusters Score -5699730 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5701832.500000 Penalty: 5354.144043
	Iteration 8F: 3 clusters Score -5701832 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -5703371.500000 Penalty: 5354.144043
	Iteration 9Q: 3 clusters Score -5703372 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -5704390.000000 Penalty: 5354.144043
	Iteration 10Q: 3 clusters Score -5704390 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -5705129.000000 Penalty: 5354.144043
	Iteration 11Q: 3 clusters Score -5705129 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -5705601.000000 Penalty: 5354.144043
	Iteration 12Q: 3 clusters Score -5705601 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -5705956.000000 Penalty: 5354.144043
	Iteration 13Q: 3 clusters Score -5705956 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -5706218.000000 Penalty: 5354.144043
	Iteration 14Q: 3 clusters Score -5706218 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -5706361.000000 Penalty: 5354.144043
	Iteration 15Q: 3 clusters Score -5706361 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5706497.500000 Penalty: 5354.144043
	Iteration 16Q: 3 clusters Score -5706498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -5706573.500000 Penalty: 5354.144043
	Iteration 17Q: 3 clusters Score -5706574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -5706635.500000 Penalty: 5354.144043
	Iteration 18Q: 3 clusters Score -5706636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -5706682.500000 Penalty: 5354.144043
	Iteration 19Q: 3 clusters Score -5706682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -5706711.000000 Penalty: 5354.144043
	Iteration 20F: 3 clusters Score -5706711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -5706726.000000 Penalty: 5354.144043
	Iteration 21Q: 3 clusters Score -5706726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -5706742.500000 Penalty: 5354.144043
	Iteration 22Q: 3 clusters Score -5706742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -5706756.000000 Penalty: 5354.144043
	Iteration 23Q: 3 clusters Score -5706756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -5706761.000000 Penalty: 5354.144043
	Iteration 24Q: 3 clusters Score -5706761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -5706765.000000 Penalty: 5354.144043
	Iteration 25Q: 3 clusters Score -5706765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -5706788.000000 Penalty: 5354.144043
	Iteration 26Q: 3 clusters Score -5706788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5706791.500000 Penalty: 5354.144043
	Iteration 27Q: 3 clusters Score -5706792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -5706799.500000 Penalty: 5354.144043
	Iteration 28Q: 3 clusters Score -5706800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -5706797.000000 Penalty: 5354.144043
	Iteration 29Q: 3 clusters Score -5706797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -5706812.000000 Penalty: 5354.144043
	Iteration 30Q: 3 clusters Score -5706812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -5706816.000000 Penalty: 5354.144043
	Iteration 31Q: 3 clusters Score -5706816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -5706812.000000 Penalty: 5354.144043
	Iteration 32Q: 3 clusters Score -5706812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -5706816.000000 Penalty: 5354.144043
	Iteration 33Q: 3 clusters Score -5706816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -5706812.500000 Penalty: 5354.144043
	Iteration 34Q: 3 clusters Score -5706812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5706820.500000 Penalty: 5354.144043
	Iteration 35Q: 3 clusters Score -5706820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -5706814.500000 Penalty: 5354.144043
	Iteration 36Q: 3 clusters Score -5706814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -5706822.500000 Penalty: 5354.144043
	Iteration 37Q: 3 clusters Score -5706822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -5706822.500000 Penalty: 5354.144043
	Iteration 38F: 3 clusters Score -5706822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (110193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Entering Unmasked Estep 
Score: -13089670.000000 Penalty: 2879.277100
	Iteration 0F: 2 clusters Score -1.308967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -13016060.000000 Penalty: 5758.554199
	Iteration 0F: 3 clusters Score -1.301606e+07 nChanged 52470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -13045908.000000 Penalty: 5758.554199
	Iteration 1F: 3 clusters Score -1.304591e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -13047082.000000 Penalty: 5758.554199
	Iteration 2Q: 3 clusters Score -1.304708e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -13048530.000000 Penalty: 5758.554199
	Iteration 3Q: 3 clusters Score -1.304853e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -13050636.000000 Penalty: 5758.554199
	Iteration 4Q: 3 clusters Score -1.305064e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -13054884.000000 Penalty: 5758.554199
	Iteration 5F: 3 clusters Score -1.305488e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -13061597.000000 Penalty: 5758.554199
	Iteration 6F: 3 clusters Score -1.30616e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -13070549.000000 Penalty: 5758.554199
	Iteration 7F: 3 clusters Score -1.307055e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -13078949.000000 Penalty: 5758.554199
	Iteration 8F: 3 clusters Score -1.307895e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 106203 members 
Entering Unmasked Estep 
Score: -13083889.000000 Penalty: 5758.554199
	Iteration 9Q: 3 clusters Score -1.308389e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -13085970.000000 Penalty: 5758.554199
	Iteration 10Q: 3 clusters Score -1.308597e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 109298 members 
Entering Unmasked Estep 
Score: -13086621.000000 Penalty: 5758.554199
	Iteration 11Q: 3 clusters Score -1.308662e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 109550 members 
Entering Unmasked Estep 
Score: -13086844.000000 Penalty: 5758.554199
	Iteration 12Q: 3 clusters Score -1.308684e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -13086989.000000 Penalty: 5758.554199
	Iteration 13Q: 3 clusters Score -1.308699e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -13087100.000000 Penalty: 5758.554199
	Iteration 14Q: 3 clusters Score -1.30871e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 109750 members 
Entering Unmasked Estep 
Score: -13087119.000000 Penalty: 5758.554199
	Iteration 15Q: 3 clusters Score -1.308712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -13087170.000000 Penalty: 5758.554199
	Iteration 16Q: 3 clusters Score -1.308717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -13087194.000000 Penalty: 5758.554199
	Iteration 17Q: 3 clusters Score -1.308719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -13087214.000000 Penalty: 5758.554199
	Iteration 18Q: 3 clusters Score -1.308721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -13087226.000000 Penalty: 5758.554199
	Iteration 19Q: 3 clusters Score -1.308723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -13087262.000000 Penalty: 5758.554199
	Iteration 20F: 3 clusters Score -1.308726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -13087277.000000 Penalty: 5758.554199
	Iteration 21Q: 3 clusters Score -1.308728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -13087296.000000 Penalty: 5758.554199
	Iteration 22Q: 3 clusters Score -1.30873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -13087302.000000 Penalty: 5758.554199
	Iteration 23Q: 3 clusters Score -1.30873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -13087315.000000 Penalty: 5758.554199
	Iteration 24Q: 3 clusters Score -1.308732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -13087326.000000 Penalty: 5758.554199
	Iteration 25Q: 3 clusters Score -1.308733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -13087330.000000 Penalty: 5758.554199
	Iteration 26Q: 3 clusters Score -1.308733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 109813 members 
Entering Unmasked Estep 
Score: -13087343.000000 Penalty: 5758.554199
	Iteration 27Q: 3 clusters Score -1.308734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -13087342.000000 Penalty: 5758.554199
	Iteration 28Q: 3 clusters Score -1.308734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -13087342.000000 Penalty: 5758.554199
	Iteration 29Q: 3 clusters Score -1.308734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -13087342.000000 Penalty: 5758.554199
	Iteration 30Q: 3 clusters Score -1.308734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -13087347.000000 Penalty: 5758.554199
	Iteration 31Q: 3 clusters Score -1.308735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -13087349.000000 Penalty: 5758.554199
	Iteration 32Q: 3 clusters Score -1.308735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -13087349.000000 Penalty: 5758.554199
	Iteration 33F: 3 clusters Score -1.308735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Entering Unmasked Estep 
Score: -9034764.000000 Penalty: 2781.915039
	Iteration 0F: 2 clusters Score -9034764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -8984707.000000 Penalty: 5563.830078
	Iteration 0F: 3 clusters Score -8984707 nChanged 34927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -9004545.000000 Penalty: 5563.830078
	Iteration 1F: 3 clusters Score -9004545 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -9005372.000000 Penalty: 5563.830078
	Iteration 2Q: 3 clusters Score -9005372 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -9006424.000000 Penalty: 5563.830078
	Iteration 3Q: 3 clusters Score -9006424 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -9008176.000000 Penalty: 5563.830078
	Iteration 4Q: 3 clusters Score -9008176 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -9011228.000000 Penalty: 5563.830078
	Iteration 5F: 3 clusters Score -9011228 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -9016098.000000 Penalty: 5563.830078
	Iteration 6F: 3 clusters Score -9016098 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -9022118.000000 Penalty: 5563.830078
	Iteration 7F: 3 clusters Score -9022118 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -9027133.000000 Penalty: 5563.830078
	Iteration 8F: 3 clusters Score -9027133 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -9029977.000000 Penalty: 5563.830078
	Iteration 9Q: 3 clusters Score -9029977 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -9031218.000000 Penalty: 5563.830078
	Iteration 10Q: 3 clusters Score -9031218 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -9031796.000000 Penalty: 5563.830078
	Iteration 11Q: 3 clusters Score -9031796 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -9032109.000000 Penalty: 5563.830078
	Iteration 12Q: 3 clusters Score -9032109 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -9032237.000000 Penalty: 5563.830078
	Iteration 13Q: 3 clusters Score -9032237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -9032320.000000 Penalty: 5563.830078
	Iteration 14Q: 3 clusters Score -9032320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -9032360.000000 Penalty: 5563.830078
	Iteration 15Q: 3 clusters Score -9032360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -9032378.000000 Penalty: 5563.830078
	Iteration 16Q: 3 clusters Score -9032378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -9032414.000000 Penalty: 5563.830078
	Iteration 17Q: 3 clusters Score -9032414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -9032422.000000 Penalty: 5563.830078
	Iteration 18Q: 3 clusters Score -9032422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -9032446.000000 Penalty: 5563.830078
	Iteration 19Q: 3 clusters Score -9032446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -9032450.000000 Penalty: 5563.830078
	Iteration 20F: 3 clusters Score -9032450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -9032449.000000 Penalty: 5563.830078
	Iteration 21Q: 3 clusters Score -9032449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -9032471.000000 Penalty: 5563.830078
	Iteration 22Q: 3 clusters Score -9032471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -9032460.000000 Penalty: 5563.830078
	Iteration 23Q: 3 clusters Score -9032460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -9032472.000000 Penalty: 5563.830078
	Iteration 24Q: 3 clusters Score -9032472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 73635 members 
Entering Unmasked Estep 
Score: -9032474.000000 Penalty: 5563.830078
	Iteration 25Q: 3 clusters Score -9032474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -9032470.000000 Penalty: 5563.830078
	Iteration 26Q: 3 clusters Score -9032470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -9032472.000000 Penalty: 5563.830078
	Iteration 27Q: 3 clusters Score -9032472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -9032470.000000 Penalty: 5563.830078
	Iteration 28Q: 3 clusters Score -9032470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -9032470.000000 Penalty: 5563.830078
	Iteration 29Q: 3 clusters Score -9032470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -9032473.000000 Penalty: 5563.830078
	Iteration 30Q: 3 clusters Score -9032473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -9032477.000000 Penalty: 5563.830078
	Iteration 31Q: 3 clusters Score -9032477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -9032477.000000 Penalty: 5563.830078
	Iteration 32Q: 3 clusters Score -9032477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -9032483.000000 Penalty: 5563.830078
	Iteration 33Q: 3 clusters Score -9032483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -9032480.000000 Penalty: 5563.830078
	Iteration 34Q: 3 clusters Score -9032480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -9032492.000000 Penalty: 5563.830078
	Iteration 35Q: 3 clusters Score -9032492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -9032486.000000 Penalty: 5563.830078
	Iteration 36Q: 3 clusters Score -9032486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -9032483.000000 Penalty: 5563.830078
	Iteration 37Q: 3 clusters Score -9032483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -9032489.000000 Penalty: 5563.830078
	Iteration 38Q: 3 clusters Score -9032489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -9032489.000000 Penalty: 5563.830078
	Iteration 39F: 3 clusters Score -9032489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -415781.562500 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -415781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -412234.875000 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -412234.9 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -412964.562500 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -412964.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -413127.000000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -413127 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -413212.000000 Penalty: 4041.054932
	Iteration 3Q: 3 clusters Score -413212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -413261.031250 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -413261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -413307.031250 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -413307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -413340.437500 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -413340.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -413369.281250 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -413369.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -413398.218750 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -413398.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -413427.187500 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -413427.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -413458.031250 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -413458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -413491.437500 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -413491.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -413518.500000 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -413518.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -413541.437500 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -413541.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -413567.312500 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -413567.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -413596.968750 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -413597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -413628.875000 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -413628.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -413673.843750 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -413673.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -413730.687500 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -413730.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -413794.875000 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -413794.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -413851.468750 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -413851.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -413914.468750 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -413914.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -413965.937500 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -413965.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -414025.468750 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -414025.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -414082.281250 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -414082.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -414142.375000 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -414142.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -414185.812500 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -414185.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -414226.437500 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -414226.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -414253.406250 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -414253.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -414278.468750 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -414278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -414295.562500 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -414295.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -414301.281250 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -414301.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -414306.531250 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -414306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -414311.156250 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -414311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -414315.468750 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -414315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -414318.031250 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -414318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -414319.093750 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -414319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -414319.093750 Penalty: 4041.054932
	Iteration 37F: 3 clusters Score -414319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Entering Unmasked Estep 
Score: -2006501.500000 Penalty: 2425.248291
	Iteration 0F: 2 clusters Score -2006502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1993941.500000 Penalty: 4850.496582
	Iteration 0F: 3 clusters Score -1993942 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1998701.000000 Penalty: 4850.496582
	Iteration 1F: 3 clusters Score -1998701 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1999851.250000 Penalty: 4850.496582
	Iteration 2F: 3 clusters Score -1999851 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2001165.125000 Penalty: 4850.496582
	Iteration 3F: 3 clusters Score -2001165 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2002395.875000 Penalty: 4850.496582
	Iteration 4F: 3 clusters Score -2002396 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2003341.625000 Penalty: 4850.496582
	Iteration 5F: 3 clusters Score -2003342 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2004119.375000 Penalty: 4850.496582
	Iteration 6F: 3 clusters Score -2004119 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2004650.000000 Penalty: 4850.496582
	Iteration 7Q: 3 clusters Score -2004650 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2004937.625000 Penalty: 4850.496582
	Iteration 8Q: 3 clusters Score -2004938 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2005114.750000 Penalty: 4850.496582
	Iteration 9Q: 3 clusters Score -2005115 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2005222.625000 Penalty: 4850.496582
	Iteration 10Q: 3 clusters Score -2005223 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2005306.000000 Penalty: 4850.496582
	Iteration 11Q: 3 clusters Score -2005306 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2005362.500000 Penalty: 4850.496582
	Iteration 12Q: 3 clusters Score -2005362 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2005402.000000 Penalty: 4850.496582
	Iteration 13Q: 3 clusters Score -2005402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2005435.875000 Penalty: 4850.496582
	Iteration 14Q: 3 clusters Score -2005436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2005467.875000 Penalty: 4850.496582
	Iteration 15Q: 3 clusters Score -2005468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2005494.125000 Penalty: 4850.496582
	Iteration 16Q: 3 clusters Score -2005494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2005506.750000 Penalty: 4850.496582
	Iteration 17Q: 3 clusters Score -2005507 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2005524.625000 Penalty: 4850.496582
	Iteration 18Q: 3 clusters Score -2005525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2005538.375000 Penalty: 4850.496582
	Iteration 19Q: 3 clusters Score -2005538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2005544.875000 Penalty: 4850.496582
	Iteration 20F: 3 clusters Score -2005545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2005552.000000 Penalty: 4850.496582
	Iteration 21Q: 3 clusters Score -2005552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2005558.375000 Penalty: 4850.496582
	Iteration 22Q: 3 clusters Score -2005558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2005559.000000 Penalty: 4850.496582
	Iteration 23Q: 3 clusters Score -2005559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2005559.125000 Penalty: 4850.496582
	Iteration 24Q: 3 clusters Score -2005559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2005565.250000 Penalty: 4850.496582
	Iteration 25Q: 3 clusters Score -2005565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2005562.375000 Penalty: 4850.496582
	Iteration 26Q: 3 clusters Score -2005562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2005562.625000 Penalty: 4850.496582
	Iteration 27Q: 3 clusters Score -2005563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2005562.500000 Penalty: 4850.496582
	Iteration 28Q: 3 clusters Score -2005562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2005563.750000 Penalty: 4850.496582
	Iteration 29Q: 3 clusters Score -2005564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2005567.375000 Penalty: 4850.496582
	Iteration 30Q: 3 clusters Score -2005567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2005569.000000 Penalty: 4850.496582
	Iteration 31Q: 3 clusters Score -2005569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2005574.250000 Penalty: 4850.496582
	Iteration 32Q: 3 clusters Score -2005574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2005571.375000 Penalty: 4850.496582
	Iteration 33Q: 3 clusters Score -2005571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2005572.000000 Penalty: 4850.496582
	Iteration 34Q: 3 clusters Score -2005572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2005577.250000 Penalty: 4850.496582
	Iteration 35Q: 3 clusters Score -2005577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2005577.375000 Penalty: 4850.496582
	Iteration 36Q: 3 clusters Score -2005577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2005574.125000 Penalty: 4850.496582
	Iteration 37Q: 3 clusters Score -2005574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2005573.250000 Penalty: 4850.496582
	Iteration 38Q: 3 clusters Score -2005573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2005577.250000 Penalty: 4850.496582
	Iteration 39Q: 3 clusters Score -2005577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2005578.500000 Penalty: 4850.496582
	Iteration 40F: 3 clusters Score -2005578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2005575.500000 Penalty: 4850.496582
	Iteration 41Q: 3 clusters Score -2005576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2005574.375000 Penalty: 4850.496582
	Iteration 42Q: 3 clusters Score -2005574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2005574.375000 Penalty: 4850.496582
	Iteration 43F: 3 clusters Score -2005574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Entering Unmasked Estep 
Score: -3392059.000000 Penalty: 2557.091064
	Iteration 0F: 2 clusters Score -3392059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3371448.250000 Penalty: 5114.182129
	Iteration 0F: 3 clusters Score -3371448 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3379140.750000 Penalty: 5114.182129
	Iteration 1F: 3 clusters Score -3379141 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3379928.250000 Penalty: 5114.182129
	Iteration 2F: 3 clusters Score -3379928 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3380795.250000 Penalty: 5114.182129
	Iteration 3F: 3 clusters Score -3380795 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3381848.750000 Penalty: 5114.182129
	Iteration 4F: 3 clusters Score -3381849 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3383059.000000 Penalty: 5114.182129
	Iteration 5F: 3 clusters Score -3383059 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3384403.000000 Penalty: 5114.182129
	Iteration 6F: 3 clusters Score -3384403 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3385670.750000 Penalty: 5114.182129
	Iteration 7F: 3 clusters Score -3385671 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3386748.750000 Penalty: 5114.182129
	Iteration 8F: 3 clusters Score -3386749 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3387512.000000 Penalty: 5114.182129
	Iteration 9Q: 3 clusters Score -3387512 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3387975.000000 Penalty: 5114.182129
	Iteration 10Q: 3 clusters Score -3387975 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3388341.250000 Penalty: 5114.182129
	Iteration 11Q: 3 clusters Score -3388341 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3388600.000000 Penalty: 5114.182129
	Iteration 12Q: 3 clusters Score -3388600 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3388763.000000 Penalty: 5114.182129
	Iteration 13Q: 3 clusters Score -3388763 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3388905.500000 Penalty: 5114.182129
	Iteration 14Q: 3 clusters Score -3388906 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3389028.500000 Penalty: 5114.182129
	Iteration 15Q: 3 clusters Score -3389028 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3389138.500000 Penalty: 5114.182129
	Iteration 16Q: 3 clusters Score -3389138 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3389241.750000 Penalty: 5114.182129
	Iteration 17Q: 3 clusters Score -3389242 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3389344.000000 Penalty: 5114.182129
	Iteration 18Q: 3 clusters Score -3389344 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3389418.250000 Penalty: 5114.182129
	Iteration 19Q: 3 clusters Score -3389418 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3389478.250000 Penalty: 5114.182129
	Iteration 20F: 3 clusters Score -3389478 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3389544.500000 Penalty: 5114.182129
	Iteration 21Q: 3 clusters Score -3389544 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3389601.250000 Penalty: 5114.182129
	Iteration 22Q: 3 clusters Score -3389601 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3389668.000000 Penalty: 5114.182129
	Iteration 23Q: 3 clusters Score -3389668 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3389728.500000 Penalty: 5114.182129
	Iteration 24Q: 3 clusters Score -3389728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3389792.250000 Penalty: 5114.182129
	Iteration 25Q: 3 clusters Score -3389792 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3389858.750000 Penalty: 5114.182129
	Iteration 26Q: 3 clusters Score -3389859 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3389959.250000 Penalty: 5114.182129
	Iteration 27Q: 3 clusters Score -3389959 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3390063.500000 Penalty: 5114.182129
	Iteration 28Q: 3 clusters Score -3390064 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3390167.000000 Penalty: 5114.182129
	Iteration 29Q: 3 clusters Score -3390167 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3390240.000000 Penalty: 5114.182129
	Iteration 30Q: 3 clusters Score -3390240 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3390318.500000 Penalty: 5114.182129
	Iteration 31Q: 3 clusters Score -3390318 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3390402.250000 Penalty: 5114.182129
	Iteration 32Q: 3 clusters Score -3390402 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3390471.500000 Penalty: 5114.182129
	Iteration 33Q: 3 clusters Score -3390472 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3390520.250000 Penalty: 5114.182129
	Iteration 34Q: 3 clusters Score -3390520 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3390546.750000 Penalty: 5114.182129
	Iteration 35Q: 3 clusters Score -3390547 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3390590.250000 Penalty: 5114.182129
	Iteration 36Q: 3 clusters Score -3390590 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3390627.750000 Penalty: 5114.182129
	Iteration 37Q: 3 clusters Score -3390628 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3390658.250000 Penalty: 5114.182129
	Iteration 38Q: 3 clusters Score -3390658 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3390679.000000 Penalty: 5114.182129
	Iteration 39Q: 3 clusters Score -3390679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3390696.500000 Penalty: 5114.182129
	Iteration 40F: 3 clusters Score -3390696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3390701.500000 Penalty: 5114.182129
	Iteration 41Q: 3 clusters Score -3390702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3390717.000000 Penalty: 5114.182129
	Iteration 42Q: 3 clusters Score -3390717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3390730.500000 Penalty: 5114.182129
	Iteration 43Q: 3 clusters Score -3390730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3390745.000000 Penalty: 5114.182129
	Iteration 44Q: 3 clusters Score -3390745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3390758.250000 Penalty: 5114.182129
	Iteration 45Q: 3 clusters Score -3390758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3390766.250000 Penalty: 5114.182129
	Iteration 46Q: 3 clusters Score -3390766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3390764.750000 Penalty: 5114.182129
	Iteration 47Q: 3 clusters Score -3390765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3390778.500000 Penalty: 5114.182129
	Iteration 48Q: 3 clusters Score -3390778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -3390793.500000 Penalty: 5114.182129
	Iteration 49Q: 3 clusters Score -3390794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3390789.000000 Penalty: 5114.182129
	Iteration 50Q: 3 clusters Score -3390789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3390798.000000 Penalty: 5114.182129
	Iteration 51Q: 3 clusters Score -3390798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3390809.750000 Penalty: 5114.182129
	Iteration 52Q: 3 clusters Score -3390810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3390818.000000 Penalty: 5114.182129
	Iteration 53Q: 3 clusters Score -3390818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3390799.750000 Penalty: 5114.182129
	Iteration 54Q: 3 clusters Score -3390800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3390805.000000 Penalty: 5114.182129
	Iteration 55Q: 3 clusters Score -3390805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3390827.750000 Penalty: 5114.182129
	Iteration 56Q: 3 clusters Score -3390828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3390839.000000 Penalty: 5114.182129
	Iteration 57Q: 3 clusters Score -3390839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3390851.000000 Penalty: 5114.182129
	Iteration 58Q: 3 clusters Score -3390851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3390854.750000 Penalty: 5114.182129
	Iteration 59Q: 3 clusters Score -3390855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3390855.500000 Penalty: 5114.182129
	Iteration 60F: 3 clusters Score -3390856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3390854.750000 Penalty: 5114.182129
	Iteration 61Q: 3 clusters Score -3390855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3390860.250000 Penalty: 5114.182129
	Iteration 62Q: 3 clusters Score -3390860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3390859.750000 Penalty: 5114.182129
	Iteration 63Q: 3 clusters Score -3390860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3390856.750000 Penalty: 5114.182129
	Iteration 64Q: 3 clusters Score -3390857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3390862.000000 Penalty: 5114.182129
	Iteration 65Q: 3 clusters Score -3390862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3390862.500000 Penalty: 5114.182129
	Iteration 66Q: 3 clusters Score -3390862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3390866.000000 Penalty: 5114.182129
	Iteration 67Q: 3 clusters Score -3390866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3390872.000000 Penalty: 5114.182129
	Iteration 68Q: 3 clusters Score -3390872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3390870.500000 Penalty: 5114.182129
	Iteration 69Q: 3 clusters Score -3390870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3390867.250000 Penalty: 5114.182129
	Iteration 70Q: 3 clusters Score -3390867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3390873.000000 Penalty: 5114.182129
	Iteration 71Q: 3 clusters Score -3390873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3390876.500000 Penalty: 5114.182129
	Iteration 72Q: 3 clusters Score -3390876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3390871.250000 Penalty: 5114.182129
	Iteration 73Q: 3 clusters Score -3390871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3390870.000000 Penalty: 5114.182129
	Iteration 74Q: 3 clusters Score -3390870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3390878.250000 Penalty: 5114.182129
	Iteration 75Q: 3 clusters Score -3390878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3390878.500000 Penalty: 5114.182129
	Iteration 76Q: 3 clusters Score -3390878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3390882.250000 Penalty: 5114.182129
	Iteration 77Q: 3 clusters Score -3390882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3390877.000000 Penalty: 5114.182129
	Iteration 78Q: 3 clusters Score -3390877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3390880.500000 Penalty: 5114.182129
	Iteration 79Q: 3 clusters Score -3390880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3390882.250000 Penalty: 5114.182129
	Iteration 80F: 3 clusters Score -3390882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3390886.000000 Penalty: 5114.182129
	Iteration 81Q: 3 clusters Score -3390886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3390886.500000 Penalty: 5114.182129
	Iteration 82Q: 3 clusters Score -3390886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3390905.500000 Penalty: 5114.182129
	Iteration 83Q: 3 clusters Score -3390906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3390898.500000 Penalty: 5114.182129
	Iteration 84Q: 3 clusters Score -3390898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3390906.500000 Penalty: 5114.182129
	Iteration 85Q: 3 clusters Score -3390906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3390908.500000 Penalty: 5114.182129
	Iteration 86Q: 3 clusters Score -3390908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3390905.000000 Penalty: 5114.182129
	Iteration 87Q: 3 clusters Score -3390905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3390904.750000 Penalty: 5114.182129
	Iteration 88Q: 3 clusters Score -3390905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3390902.750000 Penalty: 5114.182129
	Iteration 89Q: 3 clusters Score -3390903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3390904.500000 Penalty: 5114.182129
	Iteration 90Q: 3 clusters Score -3390904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3390903.500000 Penalty: 5114.182129
	Iteration 91Q: 3 clusters Score -3390904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3390910.500000 Penalty: 5114.182129
	Iteration 92Q: 3 clusters Score -3390910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3390918.750000 Penalty: 5114.182129
	Iteration 93Q: 3 clusters Score -3390919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3390918.250000 Penalty: 5114.182129
	Iteration 94Q: 3 clusters Score -3390918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3390922.000000 Penalty: 5114.182129
	Iteration 95Q: 3 clusters Score -3390922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3390920.750000 Penalty: 5114.182129
	Iteration 96Q: 3 clusters Score -3390921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3390919.750000 Penalty: 5114.182129
	Iteration 97Q: 3 clusters Score -3390920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3390918.750000 Penalty: 5114.182129
	Iteration 98Q: 3 clusters Score -3390919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3390918.750000 Penalty: 5114.182129
	Iteration 99F: 3 clusters Score -3390919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -124239.945312 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -124239.9 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 592 members 
Entering Unmasked Estep 
Score: -122206.507812 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -122206.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122624.406250 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -122624.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122950.984375 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -122951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123081.835938 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -123081.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123183.921875 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -123183.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -123254.187500 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -123254.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -123323.578125 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -123323.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123388.601562 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -123388.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -123433.796875 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -123433.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123490.484375 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -123490.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -123543.882812 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -123543.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -123632.851562 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -123632.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -123733.546875 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -123733.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -123854.468750 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -123854.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -124090.460938 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -124090.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -124538.484375 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -124538.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -125302.117188 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -125302.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -125528.609375 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -125528.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -125576.820312 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -125576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -125603.429688 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -125603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -125617.109375 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -125617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -125627.593750 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -125627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -125635.781250 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -125635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -125636.679688 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -125636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -125636.679688 Penalty: 3509.181641
	Iteration 24F: 3 clusters Score -125636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 94221 members 
Mstep: Class 3 contains 41365 members 
Mstep: Class 4 contains 18182 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 175618 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7273 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 170463 members 
Mstep: Class 12 contains 38765 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28742 members 
Mstep: Class 15 contains 48759 members 
Mstep: Class 16 contains 110193 members 
Mstep: Class 17 contains 74414 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17663 members 
Mstep: Class 20 contains 30057 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 40639 members 
Mstep: Class 25 contains 246516 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173176 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 11769 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 168683 members 
Mstep: Class 36 contains 972 members 
Entering Unmasked Estep 
Score: -205558064.000000 Penalty: 128518.421875
Splitting cluster 21 changes total score from -205558208.000000 to -205558064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Entering Unmasked Estep 
Score: -2036841.125000 Penalty: 2433.844971
	Iteration 0F: 2 clusters Score -2036841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2023979.375000 Penalty: 4867.689941
	Iteration 0F: 3 clusters Score -2023979 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2028261.750000 Penalty: 4867.689941
	Iteration 1F: 3 clusters Score -2028262 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2029022.250000 Penalty: 4867.689941
	Iteration 2F: 3 clusters Score -2029022 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2029847.625000 Penalty: 4867.689941
	Iteration 3F: 3 clusters Score -2029848 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2030596.125000 Penalty: 4867.689941
	Iteration 4F: 3 clusters Score -2030596 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2031315.375000 Penalty: 4867.689941
	Iteration 5F: 3 clusters Score -2031315 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2031936.500000 Penalty: 4867.689941
	Iteration 6F: 3 clusters Score -2031936 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2032368.750000 Penalty: 4867.689941
	Iteration 7Q: 3 clusters Score -2032369 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2032642.500000 Penalty: 4867.689941
	Iteration 8Q: 3 clusters Score -2032642 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2032838.250000 Penalty: 4867.689941
	Iteration 9Q: 3 clusters Score -2032838 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2032944.375000 Penalty: 4867.689941
	Iteration 10Q: 3 clusters Score -2032944 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2033031.125000 Penalty: 4867.689941
	Iteration 11Q: 3 clusters Score -2033031 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2033119.125000 Penalty: 4867.689941
	Iteration 12Q: 3 clusters Score -2033119 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2033177.875000 Penalty: 4867.689941
	Iteration 13Q: 3 clusters Score -2033178 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2033217.250000 Penalty: 4867.689941
	Iteration 14Q: 3 clusters Score -2033217 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2033262.250000 Penalty: 4867.689941
	Iteration 15Q: 3 clusters Score -2033262 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2033304.000000 Penalty: 4867.689941
	Iteration 16Q: 3 clusters Score -2033304 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2033341.500000 Penalty: 4867.689941
	Iteration 17Q: 3 clusters Score -2033342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2033367.000000 Penalty: 4867.689941
	Iteration 18Q: 3 clusters Score -2033367 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2033391.750000 Penalty: 4867.689941
	Iteration 19Q: 3 clusters Score -2033392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2033401.000000 Penalty: 4867.689941
	Iteration 20F: 3 clusters Score -2033401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2033424.375000 Penalty: 4867.689941
	Iteration 21Q: 3 clusters Score -2033424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2033440.750000 Penalty: 4867.689941
	Iteration 22Q: 3 clusters Score -2033441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2033456.375000 Penalty: 4867.689941
	Iteration 23Q: 3 clusters Score -2033456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2033468.875000 Penalty: 4867.689941
	Iteration 24Q: 3 clusters Score -2033469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2033481.750000 Penalty: 4867.689941
	Iteration 25Q: 3 clusters Score -2033482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2033497.250000 Penalty: 4867.689941
	Iteration 26Q: 3 clusters Score -2033497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2033509.375000 Penalty: 4867.689941
	Iteration 27Q: 3 clusters Score -2033509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2033516.125000 Penalty: 4867.689941
	Iteration 28Q: 3 clusters Score -2033516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2033529.375000 Penalty: 4867.689941
	Iteration 29Q: 3 clusters Score -2033529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2033534.125000 Penalty: 4867.689941
	Iteration 30Q: 3 clusters Score -2033534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2033535.375000 Penalty: 4867.689941
	Iteration 31Q: 3 clusters Score -2033535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2033538.750000 Penalty: 4867.689941
	Iteration 32Q: 3 clusters Score -2033539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2033538.125000 Penalty: 4867.689941
	Iteration 33Q: 3 clusters Score -2033538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2033540.875000 Penalty: 4867.689941
	Iteration 34Q: 3 clusters Score -2033541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2033543.125000 Penalty: 4867.689941
	Iteration 35Q: 3 clusters Score -2033543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2033549.000000 Penalty: 4867.689941
	Iteration 36Q: 3 clusters Score -2033549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2033550.500000 Penalty: 4867.689941
	Iteration 37Q: 3 clusters Score -2033550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2033557.875000 Penalty: 4867.689941
	Iteration 38Q: 3 clusters Score -2033558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2033559.375000 Penalty: 4867.689941
	Iteration 39Q: 3 clusters Score -2033559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2033563.375000 Penalty: 4867.689941
	Iteration 40F: 3 clusters Score -2033563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2033568.000000 Penalty: 4867.689941
	Iteration 41Q: 3 clusters Score -2033568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2033566.125000 Penalty: 4867.689941
	Iteration 42Q: 3 clusters Score -2033566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2033568.750000 Penalty: 4867.689941
	Iteration 43Q: 3 clusters Score -2033569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2033572.375000 Penalty: 4867.689941
	Iteration 44Q: 3 clusters Score -2033572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2033569.875000 Penalty: 4867.689941
	Iteration 45Q: 3 clusters Score -2033570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2033573.000000 Penalty: 4867.689941
	Iteration 46Q: 3 clusters Score -2033573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2033564.875000 Penalty: 4867.689941
	Iteration 47Q: 3 clusters Score -2033565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2033570.375000 Penalty: 4867.689941
	Iteration 48Q: 3 clusters Score -2033570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2033580.000000 Penalty: 4867.689941
	Iteration 49Q: 3 clusters Score -2033580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2033578.500000 Penalty: 4867.689941
	Iteration 50Q: 3 clusters Score -2033578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2033580.000000 Penalty: 4867.689941
	Iteration 51Q: 3 clusters Score -2033580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2033578.875000 Penalty: 4867.689941
	Iteration 52Q: 3 clusters Score -2033579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2033580.750000 Penalty: 4867.689941
	Iteration 53Q: 3 clusters Score -2033581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2033582.125000 Penalty: 4867.689941
	Iteration 54Q: 3 clusters Score -2033582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2033588.875000 Penalty: 4867.689941
	Iteration 55Q: 3 clusters Score -2033589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2033594.625000 Penalty: 4867.689941
	Iteration 56Q: 3 clusters Score -2033595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2033601.375000 Penalty: 4867.689941
	Iteration 57Q: 3 clusters Score -2033601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2033605.000000 Penalty: 4867.689941
	Iteration 58Q: 3 clusters Score -2033605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2033615.000000 Penalty: 4867.689941
	Iteration 59Q: 3 clusters Score -2033615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2033618.000000 Penalty: 4867.689941
	Iteration 60F: 3 clusters Score -2033618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2033631.000000 Penalty: 4867.689941
	Iteration 61Q: 3 clusters Score -2033631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2033633.625000 Penalty: 4867.689941
	Iteration 62Q: 3 clusters Score -2033634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2033633.375000 Penalty: 4867.689941
	Iteration 63Q: 3 clusters Score -2033633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2033635.500000 Penalty: 4867.689941
	Iteration 64Q: 3 clusters Score -2033636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2033641.125000 Penalty: 4867.689941
	Iteration 65Q: 3 clusters Score -2033641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2033653.875000 Penalty: 4867.689941
	Iteration 66Q: 3 clusters Score -2033654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2033650.375000 Penalty: 4867.689941
	Iteration 67Q: 3 clusters Score -2033650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2033657.000000 Penalty: 4867.689941
	Iteration 68Q: 3 clusters Score -2033657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2033668.000000 Penalty: 4867.689941
	Iteration 69Q: 3 clusters Score -2033668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2033671.250000 Penalty: 4867.689941
	Iteration 70Q: 3 clusters Score -2033671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2033676.375000 Penalty: 4867.689941
	Iteration 71Q: 3 clusters Score -2033676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2033679.750000 Penalty: 4867.689941
	Iteration 72Q: 3 clusters Score -2033680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2033691.250000 Penalty: 4867.689941
	Iteration 73Q: 3 clusters Score -2033691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2033696.250000 Penalty: 4867.689941
	Iteration 74Q: 3 clusters Score -2033696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2033698.750000 Penalty: 4867.689941
	Iteration 75Q: 3 clusters Score -2033699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2033703.000000 Penalty: 4867.689941
	Iteration 76Q: 3 clusters Score -2033703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2033712.375000 Penalty: 4867.689941
	Iteration 77Q: 3 clusters Score -2033712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2033714.375000 Penalty: 4867.689941
	Iteration 78Q: 3 clusters Score -2033714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2033725.000000 Penalty: 4867.689941
	Iteration 79Q: 3 clusters Score -2033725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2033730.250000 Penalty: 4867.689941
	Iteration 80F: 3 clusters Score -2033730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2033749.625000 Penalty: 4867.689941
	Iteration 81Q: 3 clusters Score -2033750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2033760.500000 Penalty: 4867.689941
	Iteration 82Q: 3 clusters Score -2033760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2033775.250000 Penalty: 4867.689941
	Iteration 83Q: 3 clusters Score -2033775 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2033800.500000 Penalty: 4867.689941
	Iteration 84Q: 3 clusters Score -2033800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2033811.250000 Penalty: 4867.689941
	Iteration 85Q: 3 clusters Score -2033811 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2033829.500000 Penalty: 4867.689941
	Iteration 86Q: 3 clusters Score -2033830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2033854.875000 Penalty: 4867.689941
	Iteration 87Q: 3 clusters Score -2033855 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2033875.125000 Penalty: 4867.689941
	Iteration 88Q: 3 clusters Score -2033875 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2033898.625000 Penalty: 4867.689941
	Iteration 89Q: 3 clusters Score -2033899 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2033914.375000 Penalty: 4867.689941
	Iteration 90Q: 3 clusters Score -2033914 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2033931.000000 Penalty: 4867.689941
	Iteration 91Q: 3 clusters Score -2033931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2033949.375000 Penalty: 4867.689941
	Iteration 92Q: 3 clusters Score -2033949 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2033977.000000 Penalty: 4867.689941
	Iteration 93Q: 3 clusters Score -2033977 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2034003.000000 Penalty: 4867.689941
	Iteration 94Q: 3 clusters Score -2034003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2034041.625000 Penalty: 4867.689941
	Iteration 95Q: 3 clusters Score -2034042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2034064.500000 Penalty: 4867.689941
	Iteration 96Q: 3 clusters Score -2034064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2034089.250000 Penalty: 4867.689941
	Iteration 97Q: 3 clusters Score -2034089 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2034109.625000 Penalty: 4867.689941
	Iteration 98Q: 3 clusters Score -2034110 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2034132.125000 Penalty: 4867.689941
	Iteration 99Q: 3 clusters Score -2034132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2034163.125000 Penalty: 4867.689941
	Iteration 100F: 3 clusters Score -2034163 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2034191.375000 Penalty: 4867.689941
	Iteration 101Q: 3 clusters Score -2034191 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2034224.750000 Penalty: 4867.689941
	Iteration 102Q: 3 clusters Score -2034225 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2034253.375000 Penalty: 4867.689941
	Iteration 103Q: 3 clusters Score -2034253 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2034293.625000 Penalty: 4867.689941
	Iteration 104Q: 3 clusters Score -2034294 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2034327.625000 Penalty: 4867.689941
	Iteration 105Q: 3 clusters Score -2034328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2034357.125000 Penalty: 4867.689941
	Iteration 106Q: 3 clusters Score -2034357 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2034394.625000 Penalty: 4867.689941
	Iteration 107Q: 3 clusters Score -2034395 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2034440.375000 Penalty: 4867.689941
	Iteration 108Q: 3 clusters Score -2034440 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2034481.625000 Penalty: 4867.689941
	Iteration 109Q: 3 clusters Score -2034482 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2034512.750000 Penalty: 4867.689941
	Iteration 110Q: 3 clusters Score -2034513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2034541.375000 Penalty: 4867.689941
	Iteration 111Q: 3 clusters Score -2034541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2034561.125000 Penalty: 4867.689941
	Iteration 112Q: 3 clusters Score -2034561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2034587.250000 Penalty: 4867.689941
	Iteration 113Q: 3 clusters Score -2034587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2034610.250000 Penalty: 4867.689941
	Iteration 114Q: 3 clusters Score -2034610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2034628.625000 Penalty: 4867.689941
	Iteration 115Q: 3 clusters Score -2034629 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2034659.375000 Penalty: 4867.689941
	Iteration 116Q: 3 clusters Score -2034659 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2034693.000000 Penalty: 4867.689941
	Iteration 117Q: 3 clusters Score -2034693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2034729.000000 Penalty: 4867.689941
	Iteration 118Q: 3 clusters Score -2034729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2034776.875000 Penalty: 4867.689941
	Iteration 119Q: 3 clusters Score -2034777 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2034822.375000 Penalty: 4867.689941
	Iteration 120F: 3 clusters Score -2034822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2034853.750000 Penalty: 4867.689941
	Iteration 121Q: 3 clusters Score -2034854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2034888.000000 Penalty: 4867.689941
	Iteration 122Q: 3 clusters Score -2034888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2034922.125000 Penalty: 4867.689941
	Iteration 123Q: 3 clusters Score -2034922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2034944.375000 Penalty: 4867.689941
	Iteration 124Q: 3 clusters Score -2034944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2034972.375000 Penalty: 4867.689941
	Iteration 125Q: 3 clusters Score -2034972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2034998.625000 Penalty: 4867.689941
	Iteration 126Q: 3 clusters Score -2034999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2035020.125000 Penalty: 4867.689941
	Iteration 127Q: 3 clusters Score -2035020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2035037.625000 Penalty: 4867.689941
	Iteration 128Q: 3 clusters Score -2035038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2035078.500000 Penalty: 4867.689941
	Iteration 129Q: 3 clusters Score -2035078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2035108.125000 Penalty: 4867.689941
	Iteration 130Q: 3 clusters Score -2035108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2035139.000000 Penalty: 4867.689941
	Iteration 131Q: 3 clusters Score -2035139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2035170.750000 Penalty: 4867.689941
	Iteration 132Q: 3 clusters Score -2035171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2035198.750000 Penalty: 4867.689941
	Iteration 133Q: 3 clusters Score -2035199 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2035219.125000 Penalty: 4867.689941
	Iteration 134Q: 3 clusters Score -2035219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2035239.625000 Penalty: 4867.689941
	Iteration 135Q: 3 clusters Score -2035240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2035260.250000 Penalty: 4867.689941
	Iteration 136Q: 3 clusters Score -2035260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2035271.625000 Penalty: 4867.689941
	Iteration 137Q: 3 clusters Score -2035272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2035290.625000 Penalty: 4867.689941
	Iteration 138Q: 3 clusters Score -2035291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2035294.625000 Penalty: 4867.689941
	Iteration 139Q: 3 clusters Score -2035295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2035308.500000 Penalty: 4867.689941
	Iteration 140F: 3 clusters Score -2035308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2035321.250000 Penalty: 4867.689941
	Iteration 141Q: 3 clusters Score -2035321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2035332.000000 Penalty: 4867.689941
	Iteration 142Q: 3 clusters Score -2035332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2035339.875000 Penalty: 4867.689941
	Iteration 143Q: 3 clusters Score -2035340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2035345.250000 Penalty: 4867.689941
	Iteration 144Q: 3 clusters Score -2035345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2035347.375000 Penalty: 4867.689941
	Iteration 145Q: 3 clusters Score -2035347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2035352.500000 Penalty: 4867.689941
	Iteration 146Q: 3 clusters Score -2035352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2035356.000000 Penalty: 4867.689941
	Iteration 147Q: 3 clusters Score -2035356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2035354.000000 Penalty: 4867.689941
	Iteration 148Q: 3 clusters Score -2035354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2035355.750000 Penalty: 4867.689941
	Iteration 149Q: 3 clusters Score -2035356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2035355.875000 Penalty: 4867.689941
	Iteration 150Q: 3 clusters Score -2035356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2035357.125000 Penalty: 4867.689941
	Iteration 151Q: 3 clusters Score -2035357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2035359.000000 Penalty: 4867.689941
	Iteration 152Q: 3 clusters Score -2035359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2035360.125000 Penalty: 4867.689941
	Iteration 153Q: 3 clusters Score -2035360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2035358.625000 Penalty: 4867.689941
	Iteration 154Q: 3 clusters Score -2035359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2035363.000000 Penalty: 4867.689941
	Iteration 155Q: 3 clusters Score -2035363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2035366.125000 Penalty: 4867.689941
	Iteration 156Q: 3 clusters Score -2035366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2035365.625000 Penalty: 4867.689941
	Iteration 157Q: 3 clusters Score -2035366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2035365.625000 Penalty: 4867.689941
	Iteration 158F: 3 clusters Score -2035366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -877393.875000 Penalty: 2212.488281
	Iteration 0F: 2 clusters Score -877393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -871379.812500 Penalty: 4424.976562
	Iteration 0F: 3 clusters Score -871379.8 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -873150.937500 Penalty: 4424.976562
	Iteration 1F: 3 clusters Score -873150.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -873615.125000 Penalty: 4424.976562
	Iteration 2F: 3 clusters Score -873615.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -874141.250000 Penalty: 4424.976562
	Iteration 3F: 3 clusters Score -874141.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -874623.937500 Penalty: 4424.976562
	Iteration 4F: 3 clusters Score -874623.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -874948.312500 Penalty: 4424.976562
	Iteration 5F: 3 clusters Score -874948.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -875214.500000 Penalty: 4424.976562
	Iteration 6F: 3 clusters Score -875214.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -875420.312500 Penalty: 4424.976562
	Iteration 7Q: 3 clusters Score -875420.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -875591.687500 Penalty: 4424.976562
	Iteration 8Q: 3 clusters Score -875591.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -875728.500000 Penalty: 4424.976562
	Iteration 9Q: 3 clusters Score -875728.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -875837.625000 Penalty: 4424.976562
	Iteration 10Q: 3 clusters Score -875837.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -875924.500000 Penalty: 4424.976562
	Iteration 11Q: 3 clusters Score -875924.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -876001.437500 Penalty: 4424.976562
	Iteration 12Q: 3 clusters Score -876001.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -876075.187500 Penalty: 4424.976562
	Iteration 13Q: 3 clusters Score -876075.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -876132.062500 Penalty: 4424.976562
	Iteration 14Q: 3 clusters Score -876132.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -876186.250000 Penalty: 4424.976562
	Iteration 15Q: 3 clusters Score -876186.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -876245.375000 Penalty: 4424.976562
	Iteration 16Q: 3 clusters Score -876245.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -876309.250000 Penalty: 4424.976562
	Iteration 17Q: 3 clusters Score -876309.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -876355.187500 Penalty: 4424.976562
	Iteration 18Q: 3 clusters Score -876355.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -876388.562500 Penalty: 4424.976562
	Iteration 19Q: 3 clusters Score -876388.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -876414.000000 Penalty: 4424.976562
	Iteration 20F: 3 clusters Score -876414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -876439.000000 Penalty: 4424.976562
	Iteration 21Q: 3 clusters Score -876439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -876450.812500 Penalty: 4424.976562
	Iteration 22Q: 3 clusters Score -876450.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -876457.500000 Penalty: 4424.976562
	Iteration 23Q: 3 clusters Score -876457.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -876466.562500 Penalty: 4424.976562
	Iteration 24Q: 3 clusters Score -876466.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -876474.625000 Penalty: 4424.976562
	Iteration 25Q: 3 clusters Score -876474.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -876479.062500 Penalty: 4424.976562
	Iteration 26Q: 3 clusters Score -876479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -876483.125000 Penalty: 4424.976562
	Iteration 27Q: 3 clusters Score -876483.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -876488.750000 Penalty: 4424.976562
	Iteration 28Q: 3 clusters Score -876488.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -876493.312500 Penalty: 4424.976562
	Iteration 29Q: 3 clusters Score -876493.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -876497.187500 Penalty: 4424.976562
	Iteration 30Q: 3 clusters Score -876497.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -876501.562500 Penalty: 4424.976562
	Iteration 31Q: 3 clusters Score -876501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -876503.062500 Penalty: 4424.976562
	Iteration 32Q: 3 clusters Score -876503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -876508.562500 Penalty: 4424.976562
	Iteration 33Q: 3 clusters Score -876508.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -876508.062500 Penalty: 4424.976562
	Iteration 34Q: 3 clusters Score -876508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -876510.125000 Penalty: 4424.976562
	Iteration 35Q: 3 clusters Score -876510.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -876515.000000 Penalty: 4424.976562
	Iteration 36Q: 3 clusters Score -876515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -876517.812500 Penalty: 4424.976562
	Iteration 37Q: 3 clusters Score -876517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -876518.437500 Penalty: 4424.976562
	Iteration 38Q: 3 clusters Score -876518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -876519.625000 Penalty: 4424.976562
	Iteration 39Q: 3 clusters Score -876519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -876518.687500 Penalty: 4424.976562
	Iteration 40F: 3 clusters Score -876518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -876520.562500 Penalty: 4424.976562
	Iteration 41Q: 3 clusters Score -876520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -876523.062500 Penalty: 4424.976562
	Iteration 42Q: 3 clusters Score -876523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -876525.937500 Penalty: 4424.976562
	Iteration 43Q: 3 clusters Score -876525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -876527.687500 Penalty: 4424.976562
	Iteration 44Q: 3 clusters Score -876527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -876528.812500 Penalty: 4424.976562
	Iteration 45Q: 3 clusters Score -876528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -876529.312500 Penalty: 4424.976562
	Iteration 46Q: 3 clusters Score -876529.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -876534.875000 Penalty: 4424.976562
	Iteration 47Q: 3 clusters Score -876534.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -876536.625000 Penalty: 4424.976562
	Iteration 48Q: 3 clusters Score -876536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -876538.000000 Penalty: 4424.976562
	Iteration 49Q: 3 clusters Score -876538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -876538.437500 Penalty: 4424.976562
	Iteration 50Q: 3 clusters Score -876538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -876540.250000 Penalty: 4424.976562
	Iteration 51Q: 3 clusters Score -876540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -876541.625000 Penalty: 4424.976562
	Iteration 52Q: 3 clusters Score -876541.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -876544.062500 Penalty: 4424.976562
	Iteration 53Q: 3 clusters Score -876544.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -876546.500000 Penalty: 4424.976562
	Iteration 54Q: 3 clusters Score -876546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -876549.187500 Penalty: 4424.976562
	Iteration 55Q: 3 clusters Score -876549.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -876550.375000 Penalty: 4424.976562
	Iteration 56Q: 3 clusters Score -876550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -876551.062500 Penalty: 4424.976562
	Iteration 57Q: 3 clusters Score -876551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -876552.062500 Penalty: 4424.976562
	Iteration 58Q: 3 clusters Score -876552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -876554.625000 Penalty: 4424.976562
	Iteration 59Q: 3 clusters Score -876554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -876554.687500 Penalty: 4424.976562
	Iteration 60F: 3 clusters Score -876554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -876555.750000 Penalty: 4424.976562
	Iteration 61Q: 3 clusters Score -876555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -876556.125000 Penalty: 4424.976562
	Iteration 62Q: 3 clusters Score -876556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -876553.375000 Penalty: 4424.976562
	Iteration 63Q: 3 clusters Score -876553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -876554.375000 Penalty: 4424.976562
	Iteration 64Q: 3 clusters Score -876554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -876558.687500 Penalty: 4424.976562
	Iteration 65Q: 3 clusters Score -876558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -876559.500000 Penalty: 4424.976562
	Iteration 66Q: 3 clusters Score -876559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -876561.312500 Penalty: 4424.976562
	Iteration 67Q: 3 clusters Score -876561.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -876561.312500 Penalty: 4424.976562
	Iteration 68F: 3 clusters Score -876561.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Entering Unmasked Estep 
Score: -4819793.000000 Penalty: 2631.895752
	Iteration 0F: 2 clusters Score -4819793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4792321.000000 Penalty: 5263.791504
	Iteration 0F: 3 clusters Score -4792321 nChanged 18589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4802806.500000 Penalty: 5263.791504
	Iteration 1F: 3 clusters Score -4802806 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4803525.500000 Penalty: 5263.791504
	Iteration 2Q: 3 clusters Score -4803526 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4804362.500000 Penalty: 5263.791504
	Iteration 3Q: 3 clusters Score -4804362 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4805303.000000 Penalty: 5263.791504
	Iteration 4Q: 3 clusters Score -4805303 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -4806370.000000 Penalty: 5263.791504
	Iteration 5F: 3 clusters Score -4806370 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4807588.500000 Penalty: 5263.791504
	Iteration 6F: 3 clusters Score -4807588 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -4808975.000000 Penalty: 5263.791504
	Iteration 7F: 3 clusters Score -4808975 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -4810444.000000 Penalty: 5263.791504
	Iteration 8F: 3 clusters Score -4810444 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4811926.500000 Penalty: 5263.791504
	Iteration 9Q: 3 clusters Score -4811926 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4813267.500000 Penalty: 5263.791504
	Iteration 10Q: 3 clusters Score -4813268 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4814455.000000 Penalty: 5263.791504
	Iteration 11Q: 3 clusters Score -4814455 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4815416.500000 Penalty: 5263.791504
	Iteration 12Q: 3 clusters Score -4815416 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4816040.000000 Penalty: 5263.791504
	Iteration 13Q: 3 clusters Score -4816040 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -4816421.500000 Penalty: 5263.791504
	Iteration 14Q: 3 clusters Score -4816422 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4816666.500000 Penalty: 5263.791504
	Iteration 15Q: 3 clusters Score -4816666 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4816840.000000 Penalty: 5263.791504
	Iteration 16Q: 3 clusters Score -4816840 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4816936.500000 Penalty: 5263.791504
	Iteration 17Q: 3 clusters Score -4816936 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -4817007.000000 Penalty: 5263.791504
	Iteration 18Q: 3 clusters Score -4817007 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4817018.000000 Penalty: 5263.791504
	Iteration 19Q: 3 clusters Score -4817018 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4817050.000000 Penalty: 5263.791504
	Iteration 20F: 3 clusters Score -4817050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4817057.500000 Penalty: 5263.791504
	Iteration 21Q: 3 clusters Score -4817058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -4817084.000000 Penalty: 5263.791504
	Iteration 22Q: 3 clusters Score -4817084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4817091.500000 Penalty: 5263.791504
	Iteration 23Q: 3 clusters Score -4817092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4817095.000000 Penalty: 5263.791504
	Iteration 24Q: 3 clusters Score -4817095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4817113.000000 Penalty: 5263.791504
	Iteration 25Q: 3 clusters Score -4817113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -4817109.500000 Penalty: 5263.791504
	Iteration 26Q: 3 clusters Score -4817110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4817117.500000 Penalty: 5263.791504
	Iteration 27Q: 3 clusters Score -4817118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4817122.500000 Penalty: 5263.791504
	Iteration 28Q: 3 clusters Score -4817122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -4817122.000000 Penalty: 5263.791504
	Iteration 29Q: 3 clusters Score -4817122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4817131.000000 Penalty: 5263.791504
	Iteration 30Q: 3 clusters Score -4817131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -4817132.000000 Penalty: 5263.791504
	Iteration 31Q: 3 clusters Score -4817132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -4817132.500000 Penalty: 5263.791504
	Iteration 32Q: 3 clusters Score -4817132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4817142.500000 Penalty: 5263.791504
	Iteration 33Q: 3 clusters Score -4817142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4817142.500000 Penalty: 5263.791504
	Iteration 34Q: 3 clusters Score -4817142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -4817146.000000 Penalty: 5263.791504
	Iteration 35Q: 3 clusters Score -4817146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -4817151.000000 Penalty: 5263.791504
	Iteration 36Q: 3 clusters Score -4817151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4817146.500000 Penalty: 5263.791504
	Iteration 37Q: 3 clusters Score -4817146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4817149.000000 Penalty: 5263.791504
	Iteration 38Q: 3 clusters Score -4817149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4817146.500000 Penalty: 5263.791504
	Iteration 39Q: 3 clusters Score -4817146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4817148.500000 Penalty: 5263.791504
	Iteration 40F: 3 clusters Score -4817148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -4817144.500000 Penalty: 5263.791504
	Iteration 41Q: 3 clusters Score -4817144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4817144.000000 Penalty: 5263.791504
	Iteration 42Q: 3 clusters Score -4817144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4817140.500000 Penalty: 5263.791504
	Iteration 43Q: 3 clusters Score -4817140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4817143.500000 Penalty: 5263.791504
	Iteration 44Q: 3 clusters Score -4817144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4817138.500000 Penalty: 5263.791504
	Iteration 45Q: 3 clusters Score -4817138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4817140.500000 Penalty: 5263.791504
	Iteration 46Q: 3 clusters Score -4817140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -4817141.000000 Penalty: 5263.791504
	Iteration 47Q: 3 clusters Score -4817141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -4817141.000000 Penalty: 5263.791504
	Iteration 48Q: 3 clusters Score -4817141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4817145.000000 Penalty: 5263.791504
	Iteration 49Q: 3 clusters Score -4817145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -4817146.500000 Penalty: 5263.791504
	Iteration 50Q: 3 clusters Score -4817146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4817149.500000 Penalty: 5263.791504
	Iteration 51Q: 3 clusters Score -4817150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4817151.000000 Penalty: 5263.791504
	Iteration 52Q: 3 clusters Score -4817151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4817149.500000 Penalty: 5263.791504
	Iteration 53Q: 3 clusters Score -4817150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4817152.000000 Penalty: 5263.791504
	Iteration 54Q: 3 clusters Score -4817152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4817150.000000 Penalty: 5263.791504
	Iteration 55Q: 3 clusters Score -4817150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4817150.000000 Penalty: 5263.791504
	Iteration 56Q: 3 clusters Score -4817150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4817150.000000 Penalty: 5263.791504
	Iteration 57Q: 3 clusters Score -4817150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4817150.500000 Penalty: 5263.791504
	Iteration 58Q: 3 clusters Score -4817150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -4817147.500000 Penalty: 5263.791504
	Iteration 59Q: 3 clusters Score -4817148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4817144.500000 Penalty: 5263.791504
	Iteration 60F: 3 clusters Score -4817144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -4817152.500000 Penalty: 5263.791504
	Iteration 61Q: 3 clusters Score -4817152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -4817146.500000 Penalty: 5263.791504
	Iteration 62Q: 3 clusters Score -4817146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -4817146.500000 Penalty: 5263.791504
	Iteration 63F: 3 clusters Score -4817146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246516 members 
Entering Unmasked Estep 
Score: -28908420.000000 Penalty: 3078.965088
	Iteration 0F: 2 clusters Score -2.890842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123360 members 
Mstep: Class 2 contains 123156 members 
Entering Unmasked Estep 
Score: -28743068.000000 Penalty: 6157.930176
	Iteration 0F: 3 clusters Score -2.874307e+07 nChanged 119249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121951 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -28814396.000000 Penalty: 6157.930176
	Iteration 1F: 3 clusters Score -2.88144e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -28816078.000000 Penalty: 6157.930176
	Iteration 2Q: 3 clusters Score -2.881608e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -28818234.000000 Penalty: 6157.930176
	Iteration 3Q: 3 clusters Score -2.881823e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 128858 members 
Entering Unmasked Estep 
Score: -28820488.000000 Penalty: 6157.930176
	Iteration 4Q: 3 clusters Score -2.882049e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -28823450.000000 Penalty: 6157.930176
	Iteration 5Q: 3 clusters Score -2.882345e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 136700 members 
Entering Unmasked Estep 
Score: -28827276.000000 Penalty: 6157.930176
	Iteration 6Q: 3 clusters Score -2.882728e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -28830998.000000 Penalty: 6157.930176
	Iteration 7Q: 3 clusters Score -2.8831e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 150626 members 
Entering Unmasked Estep 
Score: -28835696.000000 Penalty: 6157.930176
	Iteration 8Q: 3 clusters Score -2.88357e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -28841180.000000 Penalty: 6157.930176
	Iteration 9Q: 3 clusters Score -2.884118e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 172265 members 
Entering Unmasked Estep 
Score: -28847904.000000 Penalty: 6157.930176
	Iteration 10F: 3 clusters Score -2.88479e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 185693 members 
Entering Unmasked Estep 
Score: -28856044.000000 Penalty: 6157.930176
	Iteration 11F: 3 clusters Score -2.885604e+07 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 199954 members 
Entering Unmasked Estep 
Score: -28866028.000000 Penalty: 6157.930176
	Iteration 12F: 3 clusters Score -2.886603e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 214246 members 
Entering Unmasked Estep 
Score: -28877516.000000 Penalty: 6157.930176
	Iteration 13F: 3 clusters Score -2.887752e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 226587 members 
Entering Unmasked Estep 
Score: -28888548.000000 Penalty: 6157.930176
	Iteration 14F: 3 clusters Score -2.888855e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 235793 members 
Entering Unmasked Estep 
Score: -28897112.000000 Penalty: 6157.930176
	Iteration 15Q: 3 clusters Score -2.889711e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 241134 members 
Entering Unmasked Estep 
Score: -28902158.000000 Penalty: 6157.930176
	Iteration 16Q: 3 clusters Score -2.890216e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 243642 members 
Entering Unmasked Estep 
Score: -28904406.000000 Penalty: 6157.930176
	Iteration 17Q: 3 clusters Score -2.890441e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 244604 members 
Entering Unmasked Estep 
Score: -28905378.000000 Penalty: 6157.930176
	Iteration 18Q: 3 clusters Score -2.890538e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 244960 members 
Entering Unmasked Estep 
Score: -28905828.000000 Penalty: 6157.930176
	Iteration 19Q: 3 clusters Score -2.890583e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 245105 members 
Entering Unmasked Estep 
Score: -28906028.000000 Penalty: 6157.930176
	Iteration 20F: 3 clusters Score -2.890603e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 245183 members 
Entering Unmasked Estep 
Score: -28906156.000000 Penalty: 6157.930176
	Iteration 21Q: 3 clusters Score -2.890616e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 245212 members 
Entering Unmasked Estep 
Score: -28906210.000000 Penalty: 6157.930176
	Iteration 22Q: 3 clusters Score -2.890621e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 245228 members 
Entering Unmasked Estep 
Score: -28906262.000000 Penalty: 6157.930176
	Iteration 23Q: 3 clusters Score -2.890626e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 245217 members 
Entering Unmasked Estep 
Score: -28906292.000000 Penalty: 6157.930176
	Iteration 24Q: 3 clusters Score -2.890629e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 245203 members 
Entering Unmasked Estep 
Score: -28906312.000000 Penalty: 6157.930176
	Iteration 25Q: 3 clusters Score -2.890631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 245199 members 
Entering Unmasked Estep 
Score: -28906342.000000 Penalty: 6157.930176
	Iteration 26Q: 3 clusters Score -2.890634e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 245202 members 
Entering Unmasked Estep 
Score: -28906338.000000 Penalty: 6157.930176
	Iteration 27Q: 3 clusters Score -2.890634e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 245201 members 
Entering Unmasked Estep 
Score: -28906376.000000 Penalty: 6157.930176
	Iteration 28Q: 3 clusters Score -2.890638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 245206 members 
Entering Unmasked Estep 
Score: -28906376.000000 Penalty: 6157.930176
	Iteration 29Q: 3 clusters Score -2.890638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 245200 members 
Entering Unmasked Estep 
Score: -28906358.000000 Penalty: 6157.930176
	Iteration 30Q: 3 clusters Score -2.890636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 245202 members 
Entering Unmasked Estep 
Score: -28906354.000000 Penalty: 6157.930176
	Iteration 31Q: 3 clusters Score -2.890635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 245199 members 
Entering Unmasked Estep 
Score: -28906386.000000 Penalty: 6157.930176
	Iteration 32Q: 3 clusters Score -2.890639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 245198 members 
Entering Unmasked Estep 
Score: -28906374.000000 Penalty: 6157.930176
	Iteration 33Q: 3 clusters Score -2.890637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 245190 members 
Entering Unmasked Estep 
Score: -28906368.000000 Penalty: 6157.930176
	Iteration 34Q: 3 clusters Score -2.890637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 245187 members 
Entering Unmasked Estep 
Score: -28906366.000000 Penalty: 6157.930176
	Iteration 35Q: 3 clusters Score -2.890637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 245180 members 
Entering Unmasked Estep 
Score: -28906362.000000 Penalty: 6157.930176
	Iteration 36Q: 3 clusters Score -2.890636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 245179 members 
Entering Unmasked Estep 
Score: -28906376.000000 Penalty: 6157.930176
	Iteration 37Q: 3 clusters Score -2.890638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 245178 members 
Entering Unmasked Estep 
Score: -28906372.000000 Penalty: 6157.930176
	Iteration 38Q: 3 clusters Score -2.890637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 245177 members 
Entering Unmasked Estep 
Score: -28906372.000000 Penalty: 6157.930176
	Iteration 39Q: 3 clusters Score -2.890637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 245176 members 
Entering Unmasked Estep 
Score: -28906368.000000 Penalty: 6157.930176
	Iteration 40F: 3 clusters Score -2.890637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 245172 members 
Entering Unmasked Estep 
Score: -28906386.000000 Penalty: 6157.930176
	Iteration 41Q: 3 clusters Score -2.890639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 245171 members 
Entering Unmasked Estep 
Score: -28906400.000000 Penalty: 6157.930176
	Iteration 42Q: 3 clusters Score -2.89064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 245170 members 
Entering Unmasked Estep 
Score: -28906410.000000 Penalty: 6157.930176
	Iteration 43Q: 3 clusters Score -2.890641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 245176 members 
Entering Unmasked Estep 
Score: -28906424.000000 Penalty: 6157.930176
	Iteration 44Q: 3 clusters Score -2.890642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 245179 members 
Entering Unmasked Estep 
Score: -28906422.000000 Penalty: 6157.930176
	Iteration 45Q: 3 clusters Score -2.890642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 245180 members 
Entering Unmasked Estep 
Score: -28906426.000000 Penalty: 6157.930176
	Iteration 46Q: 3 clusters Score -2.890643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 245180 members 
Entering Unmasked Estep 
Score: -28906434.000000 Penalty: 6157.930176
	Iteration 47Q: 3 clusters Score -2.890643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 245177 members 
Entering Unmasked Estep 
Score: -28906422.000000 Penalty: 6157.930176
	Iteration 48Q: 3 clusters Score -2.890642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 245174 members 
Entering Unmasked Estep 
Score: -28906428.000000 Penalty: 6157.930176
	Iteration 49Q: 3 clusters Score -2.890643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 245173 members 
Entering Unmasked Estep 
Score: -28906442.000000 Penalty: 6157.930176
	Iteration 50Q: 3 clusters Score -2.890644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 245173 members 
Entering Unmasked Estep 
Score: -28906428.000000 Penalty: 6157.930176
	Iteration 51Q: 3 clusters Score -2.890643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 245176 members 
Entering Unmasked Estep 
Score: -28906456.000000 Penalty: 6157.930176
	Iteration 52Q: 3 clusters Score -2.890646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 245178 members 
Entering Unmasked Estep 
Score: -28906456.000000 Penalty: 6157.930176
	Iteration 53Q: 3 clusters Score -2.890646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 245178 members 
Entering Unmasked Estep 
Score: -28906466.000000 Penalty: 6157.930176
	Iteration 54Q: 3 clusters Score -2.890647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 245177 members 
Entering Unmasked Estep 
Score: -28906460.000000 Penalty: 6157.930176
	Iteration 55Q: 3 clusters Score -2.890646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 245177 members 
Entering Unmasked Estep 
Score: -28906460.000000 Penalty: 6157.930176
	Iteration 56F: 3 clusters Score -2.890646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -136037.828125 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -136037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133986.640625 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -133986.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134348.593750 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -134348.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -134474.921875 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -134474.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134557.562500 Penalty: 3529.731445
	Iteration 3Q: 3 clusters Score -134557.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134613.250000 Penalty: 3529.731445
	Iteration 4Q: 3 clusters Score -134613.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134708.640625 Penalty: 3529.731445
	Iteration 5Q: 3 clusters Score -134708.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134833.593750 Penalty: 3529.731445
	Iteration 6Q: 3 clusters Score -134833.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134908.187500 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -134908.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134963.750000 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -134963.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135004.828125 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -135004.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135052.250000 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -135052.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135093.390625 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -135093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135131.218750 Penalty: 3529.731445
	Iteration 12Q: 3 clusters Score -135131.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -135168.203125 Penalty: 3529.731445
	Iteration 13Q: 3 clusters Score -135168.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135200.062500 Penalty: 3529.731445
	Iteration 14Q: 3 clusters Score -135200.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135232.250000 Penalty: 3529.731445
	Iteration 15Q: 3 clusters Score -135232.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -135260.375000 Penalty: 3529.731445
	Iteration 16Q: 3 clusters Score -135260.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -135284.203125 Penalty: 3529.731445
	Iteration 17Q: 3 clusters Score -135284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -135293.828125 Penalty: 3529.731445
	Iteration 18Q: 3 clusters Score -135293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135304.546875 Penalty: 3529.731445
	Iteration 19Q: 3 clusters Score -135304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -135308.046875 Penalty: 3529.731445
	Iteration 20F: 3 clusters Score -135308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135310.796875 Penalty: 3529.731445
	Iteration 21Q: 3 clusters Score -135310.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135310.796875 Penalty: 3529.731445
	Iteration 22F: 3 clusters Score -135310.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (173176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Entering Unmasked Estep 
Score: -20946204.000000 Penalty: 2991.391602
	Iteration 0F: 2 clusters Score -2.09462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -20838400.000000 Penalty: 5982.783203
	Iteration 0F: 3 clusters Score -2.08384e+07 nChanged 82934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -20886652.000000 Penalty: 5982.783203
	Iteration 1F: 3 clusters Score -2.088665e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -20888082.000000 Penalty: 5982.783203
	Iteration 2Q: 3 clusters Score -2.088808e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -20890224.000000 Penalty: 5982.783203
	Iteration 3Q: 3 clusters Score -2.089022e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -20893566.000000 Penalty: 5982.783203
	Iteration 4Q: 3 clusters Score -2.089357e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -20898980.000000 Penalty: 5982.783203
	Iteration 5F: 3 clusters Score -2.089898e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -20907372.000000 Penalty: 5982.783203
	Iteration 6F: 3 clusters Score -2.090737e+07 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132564 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -20917322.000000 Penalty: 5982.783203
	Iteration 7F: 3 clusters Score -2.091732e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144539 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -20927232.000000 Penalty: 5982.783203
	Iteration 8F: 3 clusters Score -2.092723e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -20933872.000000 Penalty: 5982.783203
	Iteration 9F: 3 clusters Score -2.093387e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -20937944.000000 Penalty: 5982.783203
	Iteration 10Q: 3 clusters Score -2.093794e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167016 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -20940524.000000 Penalty: 5982.783203
	Iteration 11Q: 3 clusters Score -2.094052e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -20941910.000000 Penalty: 5982.783203
	Iteration 12Q: 3 clusters Score -2.094191e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171250 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -20942680.000000 Penalty: 5982.783203
	Iteration 13Q: 3 clusters Score -2.094268e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20943172.000000 Penalty: 5982.783203
	Iteration 14Q: 3 clusters Score -2.094317e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172265 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20943368.000000 Penalty: 5982.783203
	Iteration 15Q: 3 clusters Score -2.094337e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172424 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20943480.000000 Penalty: 5982.783203
	Iteration 16Q: 3 clusters Score -2.094348e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172508 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -20943568.000000 Penalty: 5982.783203
	Iteration 17Q: 3 clusters Score -2.094357e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20943570.000000 Penalty: 5982.783203
	Iteration 18Q: 3 clusters Score -2.094357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20943608.000000 Penalty: 5982.783203
	Iteration 19Q: 3 clusters Score -2.094361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20943622.000000 Penalty: 5982.783203
	Iteration 20F: 3 clusters Score -2.094362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20943656.000000 Penalty: 5982.783203
	Iteration 21Q: 3 clusters Score -2.094366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20943686.000000 Penalty: 5982.783203
	Iteration 22Q: 3 clusters Score -2.094369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -20943690.000000 Penalty: 5982.783203
	Iteration 23Q: 3 clusters Score -2.094369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172653 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20943712.000000 Penalty: 5982.783203
	Iteration 24Q: 3 clusters Score -2.094371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20943706.000000 Penalty: 5982.783203
	Iteration 25Q: 3 clusters Score -2.094371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -20943726.000000 Penalty: 5982.783203
	Iteration 26Q: 3 clusters Score -2.094373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -20943734.000000 Penalty: 5982.783203
	Iteration 27Q: 3 clusters Score -2.094373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20943728.000000 Penalty: 5982.783203
	Iteration 28Q: 3 clusters Score -2.094373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20943734.000000 Penalty: 5982.783203
	Iteration 29Q: 3 clusters Score -2.094373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20943738.000000 Penalty: 5982.783203
	Iteration 30Q: 3 clusters Score -2.094374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20943750.000000 Penalty: 5982.783203
	Iteration 31Q: 3 clusters Score -2.094375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20943768.000000 Penalty: 5982.783203
	Iteration 32Q: 3 clusters Score -2.094377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20943760.000000 Penalty: 5982.783203
	Iteration 33Q: 3 clusters Score -2.094376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20943760.000000 Penalty: 5982.783203
	Iteration 34F: 3 clusters Score -2.094376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -34040.187500 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -34040.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32773.507812 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -32773.51 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33068.015625 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -33068.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33322.710938 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -33322.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33663.261719 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -33663.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34251.765625 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -34251.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34531.328125 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -34531.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34595.445312 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -34595.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34636.472656 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -34636.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34639.683594 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -34639.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34639.683594 Penalty: 2920.883301
	Iteration 9F: 3 clusters Score -34639.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 94221 members 
Mstep: Class 3 contains 41365 members 
Mstep: Class 4 contains 18182 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 175618 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7273 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 170463 members 
Mstep: Class 12 contains 38765 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28742 members 
Mstep: Class 15 contains 48759 members 
Mstep: Class 16 contains 110193 members 
Mstep: Class 17 contains 74414 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17663 members 
Mstep: Class 20 contains 30057 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 40639 members 
Mstep: Class 25 contains 246516 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173176 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 11769 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 168683 members 
Mstep: Class 36 contains 255 members 
Entering Unmasked Estep 
Score: -205557152.000000 Penalty: 128518.421875
Splitting cluster 28 changes total score from -205558208.000000 to -205557152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -459283.312500 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -459283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -455133.093750 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -455133.1 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -456231.343750 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -456231.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -456527.406250 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -456527.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -456735.125000 Penalty: 4158.296387
	Iteration 3F: 3 clusters Score -456735.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -456941.000000 Penalty: 4158.296387
	Iteration 4F: 3 clusters Score -456941 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -457152.656250 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -457152.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -457325.218750 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -457325.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -457446.750000 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -457446.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -457528.968750 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -457529 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -457605.031250 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -457605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -457689.875000 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -457689.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -457785.687500 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -457785.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -457836.687500 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -457836.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -457883.531250 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -457883.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -457923.343750 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -457923.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -457955.375000 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -457955.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -457970.875000 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -457970.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -457983.500000 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -457983.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -458001.218750 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -458001.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -458008.937500 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -458008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -458013.187500 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -458013.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -458019.812500 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -458019.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -458023.968750 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -458024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -458028.593750 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -458028.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -458030.187500 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -458030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -458032.906250 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -458032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -458034.937500 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -458034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -458036.531250 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -458036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -458036.531250 Penalty: 4158.296387
	Iteration 28F: 3 clusters Score -458036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -437361.125000 Penalty: 2053.490479
	Iteration 0F: 2 clusters Score -437361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -433595.843750 Penalty: 4106.980957
	Iteration 0F: 3 clusters Score -433595.8 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -434648.687500 Penalty: 4106.980957
	Iteration 1F: 3 clusters Score -434648.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -435075.187500 Penalty: 4106.980957
	Iteration 2F: 3 clusters Score -435075.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -435419.500000 Penalty: 4106.980957
	Iteration 3F: 3 clusters Score -435419.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -435744.406250 Penalty: 4106.980957
	Iteration 4F: 3 clusters Score -435744.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -435989.062500 Penalty: 4106.980957
	Iteration 5F: 3 clusters Score -435989.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -436143.250000 Penalty: 4106.980957
	Iteration 6Q: 3 clusters Score -436143.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -436221.968750 Penalty: 4106.980957
	Iteration 7Q: 3 clusters Score -436222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -436261.343750 Penalty: 4106.980957
	Iteration 8Q: 3 clusters Score -436261.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -436284.812500 Penalty: 4106.980957
	Iteration 9Q: 3 clusters Score -436284.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -436301.625000 Penalty: 4106.980957
	Iteration 10Q: 3 clusters Score -436301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -436311.218750 Penalty: 4106.980957
	Iteration 11Q: 3 clusters Score -436311.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -436317.562500 Penalty: 4106.980957
	Iteration 12Q: 3 clusters Score -436317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -436321.500000 Penalty: 4106.980957
	Iteration 13Q: 3 clusters Score -436321.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -436326.406250 Penalty: 4106.980957
	Iteration 14Q: 3 clusters Score -436326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -436327.843750 Penalty: 4106.980957
	Iteration 15Q: 3 clusters Score -436327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -436329.343750 Penalty: 4106.980957
	Iteration 16Q: 3 clusters Score -436329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -436329.656250 Penalty: 4106.980957
	Iteration 17Q: 3 clusters Score -436329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -436330.750000 Penalty: 4106.980957
	Iteration 18Q: 3 clusters Score -436330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -436331.000000 Penalty: 4106.980957
	Iteration 19Q: 3 clusters Score -436331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -436331.593750 Penalty: 4106.980957
	Iteration 20F: 3 clusters Score -436331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.480469 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -29406.48 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 147 members 
Entering Unmasked Estep 
Score: -28167.095703 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -28167.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28277.566406 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -28277.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28297.197266 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -28297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28300.154297 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -28300.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28315.986328 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -28315.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28323.714844 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -28323.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28323.714844 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -28323.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Entering Unmasked Estep 
Score: -1309238.000000 Penalty: 2305.832275
	Iteration 0F: 2 clusters Score -1309238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1301001.375000 Penalty: 4611.664551
	Iteration 0F: 3 clusters Score -1301001 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1303427.250000 Penalty: 4611.664551
	Iteration 1F: 3 clusters Score -1303427 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1303762.625000 Penalty: 4611.664551
	Iteration 2F: 3 clusters Score -1303763 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1304004.625000 Penalty: 4611.664551
	Iteration 3F: 3 clusters Score -1304005 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1304206.375000 Penalty: 4611.664551
	Iteration 4Q: 3 clusters Score -1304206 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1304391.875000 Penalty: 4611.664551
	Iteration 5Q: 3 clusters Score -1304392 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1304576.500000 Penalty: 4611.664551
	Iteration 6Q: 3 clusters Score -1304576 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1304714.750000 Penalty: 4611.664551
	Iteration 7Q: 3 clusters Score -1304715 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1304853.500000 Penalty: 4611.664551
	Iteration 8Q: 3 clusters Score -1304854 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1305009.250000 Penalty: 4611.664551
	Iteration 9Q: 3 clusters Score -1305009 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1305186.750000 Penalty: 4611.664551
	Iteration 10Q: 3 clusters Score -1305187 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1305402.875000 Penalty: 4611.664551
	Iteration 11Q: 3 clusters Score -1305403 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1305672.000000 Penalty: 4611.664551
	Iteration 12Q: 3 clusters Score -1305672 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1306077.625000 Penalty: 4611.664551
	Iteration 13Q: 3 clusters Score -1306078 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1306528.500000 Penalty: 4611.664551
	Iteration 14Q: 3 clusters Score -1306528 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1306850.000000 Penalty: 4611.664551
	Iteration 15Q: 3 clusters Score -1306850 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1307050.625000 Penalty: 4611.664551
	Iteration 16Q: 3 clusters Score -1307051 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1307166.625000 Penalty: 4611.664551
	Iteration 17Q: 3 clusters Score -1307167 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1307260.125000 Penalty: 4611.664551
	Iteration 18Q: 3 clusters Score -1307260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1307310.125000 Penalty: 4611.664551
	Iteration 19Q: 3 clusters Score -1307310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1307347.375000 Penalty: 4611.664551
	Iteration 20F: 3 clusters Score -1307347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1307378.500000 Penalty: 4611.664551
	Iteration 21Q: 3 clusters Score -1307378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1307397.125000 Penalty: 4611.664551
	Iteration 22Q: 3 clusters Score -1307397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1307404.125000 Penalty: 4611.664551
	Iteration 23Q: 3 clusters Score -1307404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1307415.750000 Penalty: 4611.664551
	Iteration 24Q: 3 clusters Score -1307416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1307418.000000 Penalty: 4611.664551
	Iteration 25Q: 3 clusters Score -1307418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1307420.500000 Penalty: 4611.664551
	Iteration 26Q: 3 clusters Score -1307420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1307424.500000 Penalty: 4611.664551
	Iteration 27Q: 3 clusters Score -1307424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1307425.000000 Penalty: 4611.664551
	Iteration 28Q: 3 clusters Score -1307425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1307431.375000 Penalty: 4611.664551
	Iteration 29Q: 3 clusters Score -1307431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1307431.250000 Penalty: 4611.664551
	Iteration 30Q: 3 clusters Score -1307431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1307431.250000 Penalty: 4611.664551
	Iteration 31F: 3 clusters Score -1307431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Entering Unmasked Estep 
Score: -1351403.500000 Penalty: 2324.559570
	Iteration 0F: 2 clusters Score -1351404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1342715.625000 Penalty: 4649.119141
	Iteration 0F: 3 clusters Score -1342716 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1345671.250000 Penalty: 4649.119141
	Iteration 1F: 3 clusters Score -1345671 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1346270.625000 Penalty: 4649.119141
	Iteration 2F: 3 clusters Score -1346271 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1346868.125000 Penalty: 4649.119141
	Iteration 3F: 3 clusters Score -1346868 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1347430.500000 Penalty: 4649.119141
	Iteration 4F: 3 clusters Score -1347430 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1347987.000000 Penalty: 4649.119141
	Iteration 5F: 3 clusters Score -1347987 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1348460.625000 Penalty: 4649.119141
	Iteration 6Q: 3 clusters Score -1348461 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1348858.125000 Penalty: 4649.119141
	Iteration 7Q: 3 clusters Score -1348858 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1349169.750000 Penalty: 4649.119141
	Iteration 8Q: 3 clusters Score -1349170 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1349375.375000 Penalty: 4649.119141
	Iteration 9Q: 3 clusters Score -1349375 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1349522.125000 Penalty: 4649.119141
	Iteration 10Q: 3 clusters Score -1349522 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1349620.625000 Penalty: 4649.119141
	Iteration 11Q: 3 clusters Score -1349621 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1349678.125000 Penalty: 4649.119141
	Iteration 12Q: 3 clusters Score -1349678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1349714.500000 Penalty: 4649.119141
	Iteration 13Q: 3 clusters Score -1349714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1349733.500000 Penalty: 4649.119141
	Iteration 14Q: 3 clusters Score -1349734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1349748.500000 Penalty: 4649.119141
	Iteration 15Q: 3 clusters Score -1349748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1349770.500000 Penalty: 4649.119141
	Iteration 16Q: 3 clusters Score -1349770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1349786.000000 Penalty: 4649.119141
	Iteration 17Q: 3 clusters Score -1349786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1349801.875000 Penalty: 4649.119141
	Iteration 18Q: 3 clusters Score -1349802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1349814.125000 Penalty: 4649.119141
	Iteration 19Q: 3 clusters Score -1349814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1349823.875000 Penalty: 4649.119141
	Iteration 20F: 3 clusters Score -1349824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1349835.875000 Penalty: 4649.119141
	Iteration 21Q: 3 clusters Score -1349836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1349850.750000 Penalty: 4649.119141
	Iteration 22Q: 3 clusters Score -1349851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1349867.625000 Penalty: 4649.119141
	Iteration 23Q: 3 clusters Score -1349868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1349885.000000 Penalty: 4649.119141
	Iteration 24Q: 3 clusters Score -1349885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1349903.500000 Penalty: 4649.119141
	Iteration 25Q: 3 clusters Score -1349904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1349920.125000 Penalty: 4649.119141
	Iteration 26Q: 3 clusters Score -1349920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1349938.125000 Penalty: 4649.119141
	Iteration 27Q: 3 clusters Score -1349938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1349953.250000 Penalty: 4649.119141
	Iteration 28Q: 3 clusters Score -1349953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1349966.500000 Penalty: 4649.119141
	Iteration 29Q: 3 clusters Score -1349966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1349977.000000 Penalty: 4649.119141
	Iteration 30Q: 3 clusters Score -1349977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1349989.375000 Penalty: 4649.119141
	Iteration 31Q: 3 clusters Score -1349989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1349998.125000 Penalty: 4649.119141
	Iteration 32Q: 3 clusters Score -1349998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1350006.625000 Penalty: 4649.119141
	Iteration 33Q: 3 clusters Score -1350007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1350020.500000 Penalty: 4649.119141
	Iteration 34Q: 3 clusters Score -1350020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1350027.125000 Penalty: 4649.119141
	Iteration 35Q: 3 clusters Score -1350027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1350032.875000 Penalty: 4649.119141
	Iteration 36Q: 3 clusters Score -1350033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1350038.625000 Penalty: 4649.119141
	Iteration 37Q: 3 clusters Score -1350039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1350044.875000 Penalty: 4649.119141
	Iteration 38Q: 3 clusters Score -1350045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1350048.500000 Penalty: 4649.119141
	Iteration 39Q: 3 clusters Score -1350048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1350049.500000 Penalty: 4649.119141
	Iteration 40F: 3 clusters Score -1350050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1350059.625000 Penalty: 4649.119141
	Iteration 41Q: 3 clusters Score -1350060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1350064.250000 Penalty: 4649.119141
	Iteration 42Q: 3 clusters Score -1350064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1350070.250000 Penalty: 4649.119141
	Iteration 43Q: 3 clusters Score -1350070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1350078.875000 Penalty: 4649.119141
	Iteration 44Q: 3 clusters Score -1350079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1350082.500000 Penalty: 4649.119141
	Iteration 45Q: 3 clusters Score -1350082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1350086.500000 Penalty: 4649.119141
	Iteration 46Q: 3 clusters Score -1350086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1350084.375000 Penalty: 4649.119141
	Iteration 47Q: 3 clusters Score -1350084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1350090.375000 Penalty: 4649.119141
	Iteration 48Q: 3 clusters Score -1350090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1350088.500000 Penalty: 4649.119141
	Iteration 49Q: 3 clusters Score -1350088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1350092.500000 Penalty: 4649.119141
	Iteration 50Q: 3 clusters Score -1350092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1350093.875000 Penalty: 4649.119141
	Iteration 51Q: 3 clusters Score -1350094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1350096.000000 Penalty: 4649.119141
	Iteration 52Q: 3 clusters Score -1350096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1350097.000000 Penalty: 4649.119141
	Iteration 53Q: 3 clusters Score -1350097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1350098.125000 Penalty: 4649.119141
	Iteration 54Q: 3 clusters Score -1350098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1350100.000000 Penalty: 4649.119141
	Iteration 55Q: 3 clusters Score -1350100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1350100.625000 Penalty: 4649.119141
	Iteration 56Q: 3 clusters Score -1350101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1350099.500000 Penalty: 4649.119141
	Iteration 57Q: 3 clusters Score -1350100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1350098.625000 Penalty: 4649.119141
	Iteration 58Q: 3 clusters Score -1350099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1350098.000000 Penalty: 4649.119141
	Iteration 59Q: 3 clusters Score -1350098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1350099.750000 Penalty: 4649.119141
	Iteration 60F: 3 clusters Score -1350100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1350098.375000 Penalty: 4649.119141
	Iteration 61Q: 3 clusters Score -1350098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1350098.375000 Penalty: 4649.119141
	Iteration 62F: 3 clusters Score -1350098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -607505.750000 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -607505.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -602632.625000 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -602632.6 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -603971.625000 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -603971.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -604296.000000 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -604296 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -604583.125000 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -604583.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -604830.750000 Penalty: 4279.408691
	Iteration 4F: 3 clusters Score -604830.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -605077.187500 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -605077.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -605278.812500 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -605278.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -605437.437500 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -605437.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -605566.375000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -605566.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -605643.750000 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -605643.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -605695.875000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -605695.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -605729.312500 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -605729.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -605748.875000 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -605748.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -605765.437500 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -605765.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -605779.875000 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -605779.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -605793.312500 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -605793.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -605801.187500 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -605801.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -605808.750000 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -605808.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -605814.375000 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -605814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -605822.562500 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -605822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -605824.750000 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -605824.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -605827.687500 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -605827.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -605828.812500 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -605828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -605831.125000 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -605831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -605831.687500 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -605831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -605831.625000 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -605831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -605834.062500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -605834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -605833.875000 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -605833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -605833.875000 Penalty: 4279.408691
	Iteration 28F: 3 clusters Score -605833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (168683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Entering Unmasked Estep 
Score: -19995772.000000 Penalty: 2984.872559
	Iteration 0F: 2 clusters Score -1.999577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -19885324.000000 Penalty: 5969.745117
	Iteration 0F: 3 clusters Score -1.988532e+07 nChanged 80942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -19932262.000000 Penalty: 5969.745117
	Iteration 1F: 3 clusters Score -1.993226e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -19933478.000000 Penalty: 5969.745117
	Iteration 2Q: 3 clusters Score -1.993348e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -19934664.000000 Penalty: 5969.745117
	Iteration 3Q: 3 clusters Score -1.993466e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -19936058.000000 Penalty: 5969.745117
	Iteration 4Q: 3 clusters Score -1.993606e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -19937696.000000 Penalty: 5969.745117
	Iteration 5Q: 3 clusters Score -1.99377e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 84292 members 
Entering Unmasked Estep 
Score: -19939740.000000 Penalty: 5969.745117
	Iteration 6Q: 3 clusters Score -1.993974e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -19942166.000000 Penalty: 5969.745117
	Iteration 7Q: 3 clusters Score -1.994217e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -19944708.000000 Penalty: 5969.745117
	Iteration 8Q: 3 clusters Score -1.994471e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -19948304.000000 Penalty: 5969.745117
	Iteration 9Q: 3 clusters Score -1.99483e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87522 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -19953040.000000 Penalty: 5969.745117
	Iteration 10Q: 3 clusters Score -1.995304e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89228 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -19958882.000000 Penalty: 5969.745117
	Iteration 11F: 3 clusters Score -1.995888e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -19964354.000000 Penalty: 5969.745117
	Iteration 12F: 3 clusters Score -1.996435e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -19967578.000000 Penalty: 5969.745117
	Iteration 13Q: 3 clusters Score -1.996758e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -19969222.000000 Penalty: 5969.745117
	Iteration 14Q: 3 clusters Score -1.996922e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -19970086.000000 Penalty: 5969.745117
	Iteration 15Q: 3 clusters Score -1.997009e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -19970656.000000 Penalty: 5969.745117
	Iteration 16Q: 3 clusters Score -1.997066e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -19971256.000000 Penalty: 5969.745117
	Iteration 17Q: 3 clusters Score -1.997126e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -19971788.000000 Penalty: 5969.745117
	Iteration 18Q: 3 clusters Score -1.997179e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -19972310.000000 Penalty: 5969.745117
	Iteration 19Q: 3 clusters Score -1.997231e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -19972926.000000 Penalty: 5969.745117
	Iteration 20F: 3 clusters Score -1.997293e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -19973560.000000 Penalty: 5969.745117
	Iteration 21Q: 3 clusters Score -1.997356e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -19973982.000000 Penalty: 5969.745117
	Iteration 22Q: 3 clusters Score -1.997398e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -19974306.000000 Penalty: 5969.745117
	Iteration 23Q: 3 clusters Score -1.997431e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110287 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -19974784.000000 Penalty: 5969.745117
	Iteration 24Q: 3 clusters Score -1.997478e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -19975100.000000 Penalty: 5969.745117
	Iteration 25Q: 3 clusters Score -1.99751e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -19975536.000000 Penalty: 5969.745117
	Iteration 26Q: 3 clusters Score -1.997554e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115542 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -19975910.000000 Penalty: 5969.745117
	Iteration 27Q: 3 clusters Score -1.997591e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117305 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -19976326.000000 Penalty: 5969.745117
	Iteration 28Q: 3 clusters Score -1.997633e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119091 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -19976740.000000 Penalty: 5969.745117
	Iteration 29Q: 3 clusters Score -1.997674e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -19977160.000000 Penalty: 5969.745117
	Iteration 30Q: 3 clusters Score -1.997716e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122720 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -19977500.000000 Penalty: 5969.745117
	Iteration 31Q: 3 clusters Score -1.99775e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124539 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -19977948.000000 Penalty: 5969.745117
	Iteration 32Q: 3 clusters Score -1.997795e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -19978364.000000 Penalty: 5969.745117
	Iteration 33Q: 3 clusters Score -1.997836e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128258 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -19978806.000000 Penalty: 5969.745117
	Iteration 34Q: 3 clusters Score -1.997881e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -19979338.000000 Penalty: 5969.745117
	Iteration 35Q: 3 clusters Score -1.997934e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132039 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -19979802.000000 Penalty: 5969.745117
	Iteration 36Q: 3 clusters Score -1.99798e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -19980264.000000 Penalty: 5969.745117
	Iteration 37Q: 3 clusters Score -1.998026e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -19980812.000000 Penalty: 5969.745117
	Iteration 38Q: 3 clusters Score -1.998081e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -19981420.000000 Penalty: 5969.745117
	Iteration 39Q: 3 clusters Score -1.998142e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -19982176.000000 Penalty: 5969.745117
	Iteration 40F: 3 clusters Score -1.998218e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -19982836.000000 Penalty: 5969.745117
	Iteration 41Q: 3 clusters Score -1.998284e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144597 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -19983598.000000 Penalty: 5969.745117
	Iteration 42Q: 3 clusters Score -1.99836e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -19984434.000000 Penalty: 5969.745117
	Iteration 43Q: 3 clusters Score -1.998443e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -19985290.000000 Penalty: 5969.745117
	Iteration 44Q: 3 clusters Score -1.998529e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151007 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -19986060.000000 Penalty: 5969.745117
	Iteration 45Q: 3 clusters Score -1.998606e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -19986728.000000 Penalty: 5969.745117
	Iteration 46Q: 3 clusters Score -1.998673e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -19987568.000000 Penalty: 5969.745117
	Iteration 47Q: 3 clusters Score -1.998757e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -19988388.000000 Penalty: 5969.745117
	Iteration 48Q: 3 clusters Score -1.998839e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -19989118.000000 Penalty: 5969.745117
	Iteration 49Q: 3 clusters Score -1.998912e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160733 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -19989964.000000 Penalty: 5969.745117
	Iteration 50Q: 3 clusters Score -1.998996e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162341 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -19990692.000000 Penalty: 5969.745117
	Iteration 51Q: 3 clusters Score -1.999069e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -19991344.000000 Penalty: 5969.745117
	Iteration 52Q: 3 clusters Score -1.999134e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -19991932.000000 Penalty: 5969.745117
	Iteration 53Q: 3 clusters Score -1.999193e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -19992370.000000 Penalty: 5969.745117
	Iteration 54Q: 3 clusters Score -1.999237e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -19992640.000000 Penalty: 5969.745117
	Iteration 55Q: 3 clusters Score -1.999264e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167005 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19992900.000000 Penalty: 5969.745117
	Iteration 56Q: 3 clusters Score -1.99929e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167323 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19993070.000000 Penalty: 5969.745117
	Iteration 57Q: 3 clusters Score -1.999307e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167547 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19993184.000000 Penalty: 5969.745117
	Iteration 58Q: 3 clusters Score -1.999318e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167690 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19993248.000000 Penalty: 5969.745117
	Iteration 59Q: 3 clusters Score -1.999325e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19993306.000000 Penalty: 5969.745117
	Iteration 60F: 3 clusters Score -1.999331e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167843 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19993308.000000 Penalty: 5969.745117
	Iteration 61Q: 3 clusters Score -1.999331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167867 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19993308.000000 Penalty: 5969.745117
	Iteration 62Q: 3 clusters Score -1.999331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167893 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19993336.000000 Penalty: 5969.745117
	Iteration 63Q: 3 clusters Score -1.999334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19993342.000000 Penalty: 5969.745117
	Iteration 64Q: 3 clusters Score -1.999334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167937 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -19993348.000000 Penalty: 5969.745117
	Iteration 65Q: 3 clusters Score -1.999335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -19993362.000000 Penalty: 5969.745117
	Iteration 66Q: 3 clusters Score -1.999336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167960 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19993378.000000 Penalty: 5969.745117
	Iteration 67Q: 3 clusters Score -1.999338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167969 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19993382.000000 Penalty: 5969.745117
	Iteration 68Q: 3 clusters Score -1.999338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19993390.000000 Penalty: 5969.745117
	Iteration 69Q: 3 clusters Score -1.999339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19993404.000000 Penalty: 5969.745117
	Iteration 70Q: 3 clusters Score -1.99934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168001 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19993412.000000 Penalty: 5969.745117
	Iteration 71Q: 3 clusters Score -1.999341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168009 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -19993406.000000 Penalty: 5969.745117
	Iteration 72Q: 3 clusters Score -1.999341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -19993406.000000 Penalty: 5969.745117
	Iteration 73Q: 3 clusters Score -1.999341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -19993424.000000 Penalty: 5969.745117
	Iteration 74Q: 3 clusters Score -1.999342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19993442.000000 Penalty: 5969.745117
	Iteration 75Q: 3 clusters Score -1.999344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168021 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19993448.000000 Penalty: 5969.745117
	Iteration 76Q: 3 clusters Score -1.999345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168021 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19993456.000000 Penalty: 5969.745117
	Iteration 77Q: 3 clusters Score -1.999346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168025 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19993450.000000 Penalty: 5969.745117
	Iteration 78Q: 3 clusters Score -1.999345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19993462.000000 Penalty: 5969.745117
	Iteration 79Q: 3 clusters Score -1.999346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19993470.000000 Penalty: 5969.745117
	Iteration 80F: 3 clusters Score -1.999347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19993474.000000 Penalty: 5969.745117
	Iteration 81Q: 3 clusters Score -1.999347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19993482.000000 Penalty: 5969.745117
	Iteration 82Q: 3 clusters Score -1.999348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19993472.000000 Penalty: 5969.745117
	Iteration 83Q: 3 clusters Score -1.999347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19993466.000000 Penalty: 5969.745117
	Iteration 84Q: 3 clusters Score -1.999347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -19993482.000000 Penalty: 5969.745117
	Iteration 85Q: 3 clusters Score -1.999348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -19993470.000000 Penalty: 5969.745117
	Iteration 86Q: 3 clusters Score -1.999347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -19993470.000000 Penalty: 5969.745117
	Iteration 87F: 3 clusters Score -1.999347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 94221 members 
Mstep: Class 3 contains 41365 members 
Mstep: Class 4 contains 18182 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 175618 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7273 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 170463 members 
Mstep: Class 12 contains 38765 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28742 members 
Mstep: Class 15 contains 48759 members 
Mstep: Class 16 contains 110193 members 
Mstep: Class 17 contains 74414 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17663 members 
Mstep: Class 20 contains 30057 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 40639 members 
Mstep: Class 25 contains 246516 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173176 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 11769 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 168683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205558672.000000 Penalty: 124948.460938
Iteration 319Q: 36 clusters Score -2.055587e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 94201 members 
Mstep: Class 3 contains 41368 members 
Mstep: Class 4 contains 18194 members 
Mstep: Class 5 contains 22777 members 
Mstep: Class 6 contains 175321 members 
Mstep: Class 7 contains 81348 members 
Mstep: Class 8 contains 7274 members 
Mstep: Class 9 contains 12757 members 
Mstep: Class 10 contains 30742 members 
Mstep: Class 11 contains 170459 members 
Mstep: Class 12 contains 39257 members 
Mstep: Class 13 contains 70475 members 
Mstep: Class 14 contains 28732 members 
Mstep: Class 15 contains 48765 members 
Mstep: Class 16 contains 110194 members 
Mstep: Class 17 contains 74422 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17663 members 
Mstep: Class 20 contains 30098 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18289 members 
Mstep: Class 23 contains 7489 members 
Mstep: Class 24 contains 40621 members 
Mstep: Class 25 contains 246484 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173173 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10914 members 
Mstep: Class 33 contains 11767 members 
Mstep: Class 34 contains 5583 members 
Mstep: Class 35 contains 168527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205559072.000000 Penalty: 124948.460938
Iteration 320F: 36 clusters Score -2.055591e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 94187 members 
Mstep: Class 3 contains 41363 members 
Mstep: Class 4 contains 18201 members 
Mstep: Class 5 contains 22769 members 
Mstep: Class 6 contains 174974 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 12746 members 
Mstep: Class 10 contains 30738 members 
Mstep: Class 11 contains 170464 members 
Mstep: Class 12 contains 39749 members 
Mstep: Class 13 contains 70481 members 
Mstep: Class 14 contains 28734 members 
Mstep: Class 15 contains 48757 members 
Mstep: Class 16 contains 110194 members 
Mstep: Class 17 contains 74439 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17658 members 
Mstep: Class 20 contains 30146 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 7489 members 
Mstep: Class 24 contains 40611 members 
Mstep: Class 25 contains 246439 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173173 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 11766 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 168414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205559536.000000 Penalty: 124948.460938
Iteration 321Q: 36 clusters Score -2.055595e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 94184 members 
Mstep: Class 3 contains 41359 members 
Mstep: Class 4 contains 18204 members 
Mstep: Class 5 contains 22759 members 
Mstep: Class 6 contains 174621 members 
Mstep: Class 7 contains 81351 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 12727 members 
Mstep: Class 10 contains 30736 members 
Mstep: Class 11 contains 170474 members 
Mstep: Class 12 contains 40238 members 
Mstep: Class 13 contains 70485 members 
Mstep: Class 14 contains 28721 members 
Mstep: Class 15 contains 48751 members 
Mstep: Class 16 contains 110197 members 
Mstep: Class 17 contains 74446 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17657 members 
Mstep: Class 20 contains 30203 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 7492 members 
Mstep: Class 24 contains 40596 members 
Mstep: Class 25 contains 246397 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173171 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 3945 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 11767 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 168314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205559872.000000 Penalty: 124948.460938
Iteration 322Q: 36 clusters Score -2.055599e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 94191 members 
Mstep: Class 3 contains 41354 members 
Mstep: Class 4 contains 18216 members 
Mstep: Class 5 contains 22750 members 
Mstep: Class 6 contains 174253 members 
Mstep: Class 7 contains 81355 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 12707 members 
Mstep: Class 10 contains 30734 members 
Mstep: Class 11 contains 170468 members 
Mstep: Class 12 contains 40725 members 
Mstep: Class 13 contains 70489 members 
Mstep: Class 14 contains 28705 members 
Mstep: Class 15 contains 48752 members 
Mstep: Class 16 contains 110211 members 
Mstep: Class 17 contains 74451 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17656 members 
Mstep: Class 20 contains 30243 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18265 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40576 members 
Mstep: Class 25 contains 246371 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173177 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 3944 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 11768 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 168219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560160.000000 Penalty: 124948.460938
Iteration 323Q: 36 clusters Score -2.055602e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 94196 members 
Mstep: Class 3 contains 41350 members 
Mstep: Class 4 contains 18222 members 
Mstep: Class 5 contains 22745 members 
Mstep: Class 6 contains 173846 members 
Mstep: Class 7 contains 81351 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 12694 members 
Mstep: Class 10 contains 30729 members 
Mstep: Class 11 contains 170474 members 
Mstep: Class 12 contains 41191 members 
Mstep: Class 13 contains 70492 members 
Mstep: Class 14 contains 28686 members 
Mstep: Class 15 contains 48750 members 
Mstep: Class 16 contains 110207 members 
Mstep: Class 17 contains 74457 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17652 members 
Mstep: Class 20 contains 30280 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18274 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40560 members 
Mstep: Class 25 contains 246341 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173178 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 3944 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 11767 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 168197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560352.000000 Penalty: 124948.460938
Iteration 324Q: 36 clusters Score -2.055604e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 94198 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18225 members 
Mstep: Class 5 contains 22736 members 
Mstep: Class 6 contains 173455 members 
Mstep: Class 7 contains 81351 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 10 contains 30726 members 
Mstep: Class 11 contains 170477 members 
Mstep: Class 12 contains 41654 members 
Mstep: Class 13 contains 70499 members 
Mstep: Class 14 contains 28666 members 
Mstep: Class 15 contains 48760 members 
Mstep: Class 16 contains 110223 members 
Mstep: Class 17 contains 74463 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17642 members 
Mstep: Class 20 contains 30307 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40547 members 
Mstep: Class 25 contains 246307 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173185 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 11768 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 168144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560464.000000 Penalty: 124948.460938
Iteration 325Q: 36 clusters Score -2.055605e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 94216 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18231 members 
Mstep: Class 5 contains 22737 members 
Mstep: Class 6 contains 173066 members 
Mstep: Class 7 contains 81351 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 12665 members 
Mstep: Class 10 contains 30726 members 
Mstep: Class 11 contains 170482 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 13 contains 70501 members 
Mstep: Class 14 contains 28659 members 
Mstep: Class 15 contains 48764 members 
Mstep: Class 16 contains 110228 members 
Mstep: Class 17 contains 74467 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17632 members 
Mstep: Class 20 contains 30350 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18288 members 
Mstep: Class 23 contains 7492 members 
Mstep: Class 24 contains 40533 members 
Mstep: Class 25 contains 246258 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173190 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4365 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 11765 members 
Mstep: Class 34 contains 5591 members 
Mstep: Class 35 contains 168082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560848.000000 Penalty: 124948.460938
Iteration 326Q: 36 clusters Score -2.055608e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 94225 members 
Mstep: Class 3 contains 41341 members 
Mstep: Class 4 contains 18237 members 
Mstep: Class 5 contains 22735 members 
Mstep: Class 6 contains 172676 members 
Mstep: Class 7 contains 81344 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 12649 members 
Mstep: Class 10 contains 30726 members 
Mstep: Class 11 contains 170482 members 
Mstep: Class 12 contains 42552 members 
Mstep: Class 13 contains 70499 members 
Mstep: Class 14 contains 28643 members 
Mstep: Class 15 contains 48769 members 
Mstep: Class 16 contains 110225 members 
Mstep: Class 17 contains 74476 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17629 members 
Mstep: Class 20 contains 30406 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 7492 members 
Mstep: Class 24 contains 40526 members 
Mstep: Class 25 contains 246216 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173190 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4365 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10919 members 
Mstep: Class 33 contains 11763 members 
Mstep: Class 34 contains 5591 members 
Mstep: Class 35 contains 168059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560976.000000 Penalty: 124948.460938
Iteration 327Q: 36 clusters Score -2.05561e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 94228 members 
Mstep: Class 3 contains 41345 members 
Mstep: Class 4 contains 18237 members 
Mstep: Class 5 contains 22731 members 
Mstep: Class 6 contains 172332 members 
Mstep: Class 7 contains 81344 members 
Mstep: Class 8 contains 7284 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 30726 members 
Mstep: Class 11 contains 170482 members 
Mstep: Class 12 contains 42962 members 
Mstep: Class 13 contains 70500 members 
Mstep: Class 14 contains 28619 members 
Mstep: Class 15 contains 48766 members 
Mstep: Class 16 contains 110213 members 
Mstep: Class 17 contains 74482 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17627 members 
Mstep: Class 20 contains 30443 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40521 members 
Mstep: Class 25 contains 246169 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173189 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4368 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 11764 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 168041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561184.000000 Penalty: 124948.460938
Iteration 328Q: 36 clusters Score -2.055612e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 94238 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18236 members 
Mstep: Class 5 contains 22730 members 
Mstep: Class 6 contains 171990 members 
Mstep: Class 7 contains 81342 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 12621 members 
Mstep: Class 10 contains 30723 members 
Mstep: Class 11 contains 170483 members 
Mstep: Class 12 contains 43352 members 
Mstep: Class 13 contains 70492 members 
Mstep: Class 14 contains 28591 members 
Mstep: Class 15 contains 48776 members 
Mstep: Class 16 contains 110211 members 
Mstep: Class 17 contains 74490 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17625 members 
Mstep: Class 20 contains 30488 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40512 members 
Mstep: Class 25 contains 246121 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173189 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 11770 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 168024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561392.000000 Penalty: 124948.460938
Iteration 329Q: 36 clusters Score -2.055614e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 94240 members 
Mstep: Class 3 contains 41348 members 
Mstep: Class 4 contains 18240 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 171692 members 
Mstep: Class 7 contains 81345 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 30722 members 
Mstep: Class 11 contains 170478 members 
Mstep: Class 12 contains 43761 members 
Mstep: Class 13 contains 70490 members 
Mstep: Class 14 contains 28573 members 
Mstep: Class 15 contains 48768 members 
Mstep: Class 16 contains 110204 members 
Mstep: Class 17 contains 74497 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17620 members 
Mstep: Class 20 contains 30529 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 7492 members 
Mstep: Class 24 contains 40494 members 
Mstep: Class 25 contains 246086 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173189 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10924 members 
Mstep: Class 33 contains 11773 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 167960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561712.000000 Penalty: 124948.460938
Iteration 330Q: 36 clusters Score -2.055617e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 94236 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18245 members 
Mstep: Class 5 contains 22709 members 
Mstep: Class 6 contains 171426 members 
Mstep: Class 7 contains 81341 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 12611 members 
Mstep: Class 10 contains 30717 members 
Mstep: Class 11 contains 170479 members 
Mstep: Class 12 contains 44153 members 
Mstep: Class 13 contains 70493 members 
Mstep: Class 14 contains 28546 members 
Mstep: Class 15 contains 48762 members 
Mstep: Class 16 contains 110185 members 
Mstep: Class 17 contains 74502 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17621 members 
Mstep: Class 20 contains 30580 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 7491 members 
Mstep: Class 24 contains 40483 members 
Mstep: Class 25 contains 246047 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173189 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10925 members 
Mstep: Class 33 contains 11773 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 167892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562080.000000 Penalty: 124948.460938
Iteration 331Q: 36 clusters Score -2.055621e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 94226 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18245 members 
Mstep: Class 5 contains 22696 members 
Mstep: Class 6 contains 171187 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 12604 members 
Mstep: Class 10 contains 30712 members 
Mstep: Class 11 contains 170477 members 
Mstep: Class 12 contains 44516 members 
Mstep: Class 13 contains 70496 members 
Mstep: Class 14 contains 28522 members 
Mstep: Class 15 contains 48762 members 
Mstep: Class 16 contains 110176 members 
Mstep: Class 17 contains 74507 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17623 members 
Mstep: Class 20 contains 30637 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 7492 members 
Mstep: Class 24 contains 40476 members 
Mstep: Class 25 contains 246023 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173193 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10928 members 
Mstep: Class 33 contains 11771 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 167798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562192.000000 Penalty: 124948.460938
Iteration 332Q: 36 clusters Score -2.055622e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 94225 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18248 members 
Mstep: Class 5 contains 22684 members 
Mstep: Class 6 contains 170947 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 12598 members 
Mstep: Class 10 contains 30708 members 
Mstep: Class 11 contains 170481 members 
Mstep: Class 12 contains 44862 members 
Mstep: Class 13 contains 70496 members 
Mstep: Class 14 contains 28494 members 
Mstep: Class 15 contains 48749 members 
Mstep: Class 16 contains 110161 members 
Mstep: Class 17 contains 74510 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17620 members 
Mstep: Class 20 contains 30681 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18316 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40467 members 
Mstep: Class 25 contains 245994 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173193 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4373 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 11776 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 167745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562720.000000 Penalty: 124948.460938
Iteration 333Q: 36 clusters Score -2.055627e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 94225 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18257 members 
Mstep: Class 5 contains 22674 members 
Mstep: Class 6 contains 170733 members 
Mstep: Class 7 contains 81332 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 12595 members 
Mstep: Class 10 contains 30707 members 
Mstep: Class 11 contains 170483 members 
Mstep: Class 12 contains 45197 members 
Mstep: Class 13 contains 70494 members 
Mstep: Class 14 contains 28474 members 
Mstep: Class 15 contains 48751 members 
Mstep: Class 16 contains 110135 members 
Mstep: Class 17 contains 74514 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17621 members 
Mstep: Class 20 contains 30738 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18317 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40457 members 
Mstep: Class 25 contains 245977 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173194 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 11777 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 167645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562624.000000 Penalty: 124948.460938
Iteration 334Q: 36 clusters Score -2.055626e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 94221 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18267 members 
Mstep: Class 5 contains 22661 members 
Mstep: Class 6 contains 170538 members 
Mstep: Class 7 contains 81329 members 
Mstep: Class 8 contains 7289 members 
Mstep: Class 9 contains 12589 members 
Mstep: Class 10 contains 30703 members 
Mstep: Class 11 contains 170485 members 
Mstep: Class 12 contains 45503 members 
Mstep: Class 13 contains 70492 members 
Mstep: Class 14 contains 28458 members 
Mstep: Class 15 contains 48754 members 
Mstep: Class 16 contains 110113 members 
Mstep: Class 17 contains 74518 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17617 members 
Mstep: Class 20 contains 30795 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18314 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 40447 members 
Mstep: Class 25 contains 245954 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173198 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 11781 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 167554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562624.000000 Penalty: 124948.460938
Iteration 335Q: 36 clusters Score -2.055626e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 94204 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18270 members 
Mstep: Class 5 contains 22646 members 
Mstep: Class 6 contains 170340 members 
Mstep: Class 7 contains 81325 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 12581 members 
Mstep: Class 10 contains 30700 members 
Mstep: Class 11 contains 170481 members 
Mstep: Class 12 contains 45824 members 
Mstep: Class 13 contains 70492 members 
Mstep: Class 14 contains 28442 members 
Mstep: Class 15 contains 48745 members 
Mstep: Class 16 contains 110102 members 
Mstep: Class 17 contains 74520 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17613 members 
Mstep: Class 20 contains 30847 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18329 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40438 members 
Mstep: Class 25 contains 245956 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173200 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10933 members 
Mstep: Class 33 contains 11789 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 167442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562864.000000 Penalty: 124948.460938
Iteration 336Q: 36 clusters Score -2.055629e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 94168 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18275 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 170172 members 
Mstep: Class 7 contains 81324 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 30700 members 
Mstep: Class 11 contains 170479 members 
Mstep: Class 12 contains 46124 members 
Mstep: Class 13 contains 70492 members 
Mstep: Class 14 contains 28428 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 110101 members 
Mstep: Class 17 contains 74529 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17618 members 
Mstep: Class 20 contains 30920 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18331 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40429 members 
Mstep: Class 25 contains 245945 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173198 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 11790 members 
Mstep: Class 34 contains 5592 members 
Mstep: Class 35 contains 167324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562880.000000 Penalty: 124948.460938
Iteration 337Q: 36 clusters Score -2.055629e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 94154 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18277 members 
Mstep: Class 5 contains 22608 members 
Mstep: Class 6 contains 169988 members 
Mstep: Class 7 contains 81324 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 12571 members 
Mstep: Class 10 contains 30701 members 
Mstep: Class 11 contains 170479 members 
Mstep: Class 12 contains 46410 members 
Mstep: Class 13 contains 70490 members 
Mstep: Class 14 contains 28418 members 
Mstep: Class 15 contains 48729 members 
Mstep: Class 16 contains 110094 members 
Mstep: Class 17 contains 74535 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17622 members 
Mstep: Class 20 contains 30961 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18328 members 
Mstep: Class 23 contains 7500 members 
Mstep: Class 24 contains 40426 members 
Mstep: Class 25 contains 245939 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173198 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10933 members 
Mstep: Class 33 contains 11791 members 
Mstep: Class 34 contains 5593 members 
Mstep: Class 35 contains 167235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563232.000000 Penalty: 124948.460938
Iteration 338Q: 36 clusters Score -2.055632e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 94139 members 
Mstep: Class 3 contains 41348 members 
Mstep: Class 4 contains 18283 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 169822 members 
Mstep: Class 7 contains 81329 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 12567 members 
Mstep: Class 10 contains 30699 members 
Mstep: Class 11 contains 170471 members 
Mstep: Class 12 contains 46722 members 
Mstep: Class 13 contains 70483 members 
Mstep: Class 14 contains 28416 members 
Mstep: Class 15 contains 48720 members 
Mstep: Class 16 contains 110091 members 
Mstep: Class 17 contains 74546 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17621 members 
Mstep: Class 20 contains 31001 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18321 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40421 members 
Mstep: Class 25 contains 245928 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173198 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 11793 members 
Mstep: Class 34 contains 5594 members 
Mstep: Class 35 contains 167101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563408.000000 Penalty: 124948.460938
Iteration 339Q: 36 clusters Score -2.055634e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 94128 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18287 members 
Mstep: Class 5 contains 22591 members 
Mstep: Class 6 contains 169648 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 12577 members 
Mstep: Class 10 contains 30699 members 
Mstep: Class 11 contains 170473 members 
Mstep: Class 12 contains 47033 members 
Mstep: Class 13 contains 70481 members 
Mstep: Class 14 contains 28418 members 
Mstep: Class 15 contains 48713 members 
Mstep: Class 16 contains 110096 members 
Mstep: Class 17 contains 74555 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17617 members 
Mstep: Class 20 contains 31031 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18319 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40415 members 
Mstep: Class 25 contains 245912 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173196 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 11796 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 166952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563280.000000 Penalty: 124948.460938
Iteration 340F: 36 clusters Score -2.055633e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 94121 members 
Mstep: Class 3 contains 41347 members 
Mstep: Class 4 contains 18294 members 
Mstep: Class 5 contains 22582 members 
Mstep: Class 6 contains 169497 members 
Mstep: Class 7 contains 81331 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 12577 members 
Mstep: Class 10 contains 30695 members 
Mstep: Class 11 contains 170478 members 
Mstep: Class 12 contains 47335 members 
Mstep: Class 13 contains 70483 members 
Mstep: Class 14 contains 28427 members 
Mstep: Class 15 contains 48705 members 
Mstep: Class 16 contains 110094 members 
Mstep: Class 17 contains 74557 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17621 members 
Mstep: Class 20 contains 31070 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18318 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40408 members 
Mstep: Class 25 contains 245889 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173199 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4373 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 11794 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 166790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563648.000000 Penalty: 124948.460938
Iteration 341Q: 36 clusters Score -2.055636e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 94109 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18295 members 
Mstep: Class 5 contains 22570 members 
Mstep: Class 6 contains 169377 members 
Mstep: Class 7 contains 81332 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 12566 members 
Mstep: Class 10 contains 30689 members 
Mstep: Class 11 contains 170481 members 
Mstep: Class 12 contains 47656 members 
Mstep: Class 13 contains 70481 members 
Mstep: Class 14 contains 28420 members 
Mstep: Class 15 contains 48701 members 
Mstep: Class 16 contains 110089 members 
Mstep: Class 17 contains 74569 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17630 members 
Mstep: Class 20 contains 31120 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18316 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40402 members 
Mstep: Class 25 contains 245872 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173198 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4372 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 11793 members 
Mstep: Class 34 contains 5600 members 
Mstep: Class 35 contains 166599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564000.000000 Penalty: 124948.460938
Iteration 342Q: 36 clusters Score -2.05564e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 94110 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18298 members 
Mstep: Class 5 contains 22561 members 
Mstep: Class 6 contains 169226 members 
Mstep: Class 7 contains 81329 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 12562 members 
Mstep: Class 10 contains 30685 members 
Mstep: Class 11 contains 170482 members 
Mstep: Class 12 contains 47957 members 
Mstep: Class 13 contains 70480 members 
Mstep: Class 14 contains 28406 members 
Mstep: Class 15 contains 48692 members 
Mstep: Class 16 contains 110085 members 
Mstep: Class 17 contains 74576 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17631 members 
Mstep: Class 20 contains 31165 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18323 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40405 members 
Mstep: Class 25 contains 245863 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173193 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 11793 members 
Mstep: Class 34 contains 5601 members 
Mstep: Class 35 contains 166441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564224.000000 Penalty: 124948.460938
Iteration 343Q: 36 clusters Score -2.055642e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 94112 members 
Mstep: Class 3 contains 41348 members 
Mstep: Class 4 contains 18301 members 
Mstep: Class 5 contains 22558 members 
Mstep: Class 6 contains 169073 members 
Mstep: Class 7 contains 81329 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 30682 members 
Mstep: Class 11 contains 170481 members 
Mstep: Class 12 contains 48258 members 
Mstep: Class 13 contains 70480 members 
Mstep: Class 14 contains 28380 members 
Mstep: Class 15 contains 48675 members 
Mstep: Class 16 contains 110076 members 
Mstep: Class 17 contains 74587 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17627 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18331 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40406 members 
Mstep: Class 25 contains 245852 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173197 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 11792 members 
Mstep: Class 34 contains 5601 members 
Mstep: Class 35 contains 166288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564448.000000 Penalty: 124948.460938
Iteration 344Q: 36 clusters Score -2.055644e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 94124 members 
Mstep: Class 3 contains 41348 members 
Mstep: Class 4 contains 18302 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 168909 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 30678 members 
Mstep: Class 11 contains 170479 members 
Mstep: Class 12 contains 48539 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28352 members 
Mstep: Class 15 contains 48661 members 
Mstep: Class 16 contains 110071 members 
Mstep: Class 17 contains 74591 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17624 members 
Mstep: Class 20 contains 31288 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18339 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40400 members 
Mstep: Class 25 contains 245840 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173202 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 11791 members 
Mstep: Class 34 contains 5599 members 
Mstep: Class 35 contains 166162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564800.000000 Penalty: 124948.460938
Iteration 345Q: 36 clusters Score -2.055648e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 94125 members 
Mstep: Class 3 contains 41348 members 
Mstep: Class 4 contains 18299 members 
Mstep: Class 5 contains 22547 members 
Mstep: Class 6 contains 168771 members 
Mstep: Class 7 contains 81341 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 12538 members 
Mstep: Class 10 contains 30672 members 
Mstep: Class 11 contains 170481 members 
Mstep: Class 12 contains 48784 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28333 members 
Mstep: Class 15 contains 48648 members 
Mstep: Class 16 contains 110050 members 
Mstep: Class 17 contains 74605 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17623 members 
Mstep: Class 20 contains 31361 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18343 members 
Mstep: Class 23 contains 7508 members 
Mstep: Class 24 contains 40391 members 
Mstep: Class 25 contains 245808 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173207 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 11790 members 
Mstep: Class 34 contains 5599 members 
Mstep: Class 35 contains 166073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565136.000000 Penalty: 124948.460938
Iteration 346Q: 36 clusters Score -2.055651e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 94109 members 
Mstep: Class 3 contains 41349 members 
Mstep: Class 4 contains 18296 members 
Mstep: Class 5 contains 22540 members 
Mstep: Class 6 contains 168596 members 
Mstep: Class 7 contains 81344 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12531 members 
Mstep: Class 10 contains 30668 members 
Mstep: Class 11 contains 170477 members 
Mstep: Class 12 contains 49032 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28311 members 
Mstep: Class 15 contains 48639 members 
Mstep: Class 16 contains 110041 members 
Mstep: Class 17 contains 74614 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17615 members 
Mstep: Class 20 contains 31431 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18343 members 
Mstep: Class 23 contains 7511 members 
Mstep: Class 24 contains 40393 members 
Mstep: Class 25 contains 245794 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173210 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 11789 members 
Mstep: Class 34 contains 5602 members 
Mstep: Class 35 contains 166024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565040.000000 Penalty: 124948.460938
Iteration 347Q: 36 clusters Score -2.05565e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 94099 members 
Mstep: Class 3 contains 41347 members 
Mstep: Class 4 contains 18291 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 168434 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12525 members 
Mstep: Class 10 contains 30661 members 
Mstep: Class 11 contains 170471 members 
Mstep: Class 12 contains 49322 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28279 members 
Mstep: Class 15 contains 48635 members 
Mstep: Class 16 contains 110042 members 
Mstep: Class 17 contains 74625 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17611 members 
Mstep: Class 20 contains 31494 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18342 members 
Mstep: Class 23 contains 7514 members 
Mstep: Class 24 contains 40392 members 
Mstep: Class 25 contains 245775 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173214 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4364 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 11791 members 
Mstep: Class 34 contains 5605 members 
Mstep: Class 35 contains 165919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565344.000000 Penalty: 124948.460938
Iteration 348Q: 36 clusters Score -2.055653e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 94097 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18292 members 
Mstep: Class 5 contains 22521 members 
Mstep: Class 6 contains 168263 members 
Mstep: Class 7 contains 81350 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 30654 members 
Mstep: Class 11 contains 170467 members 
Mstep: Class 12 contains 49594 members 
Mstep: Class 13 contains 70471 members 
Mstep: Class 14 contains 28265 members 
Mstep: Class 15 contains 48633 members 
Mstep: Class 16 contains 110035 members 
Mstep: Class 17 contains 74633 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17610 members 
Mstep: Class 20 contains 31554 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18338 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40391 members 
Mstep: Class 25 contains 245746 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173211 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4364 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 11797 members 
Mstep: Class 34 contains 5605 members 
Mstep: Class 35 contains 165841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565424.000000 Penalty: 124948.460938
Iteration 349Q: 36 clusters Score -2.055654e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 94085 members 
Mstep: Class 3 contains 41338 members 
Mstep: Class 4 contains 18295 members 
Mstep: Class 5 contains 22509 members 
Mstep: Class 6 contains 168077 members 
Mstep: Class 7 contains 81350 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12514 members 
Mstep: Class 10 contains 30651 members 
Mstep: Class 11 contains 170466 members 
Mstep: Class 12 contains 49857 members 
Mstep: Class 13 contains 70468 members 
Mstep: Class 14 contains 28259 members 
Mstep: Class 15 contains 48611 members 
Mstep: Class 16 contains 110014 members 
Mstep: Class 17 contains 74640 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17610 members 
Mstep: Class 20 contains 31614 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18334 members 
Mstep: Class 23 contains 7512 members 
Mstep: Class 24 contains 40388 members 
Mstep: Class 25 contains 245725 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173209 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4363 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10952 members 
Mstep: Class 33 contains 11799 members 
Mstep: Class 34 contains 5607 members 
Mstep: Class 35 contains 165813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565632.000000 Penalty: 124948.460938
Iteration 350Q: 36 clusters Score -2.055656e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 94065 members 
Mstep: Class 3 contains 41335 members 
Mstep: Class 4 contains 18296 members 
Mstep: Class 5 contains 22497 members 
Mstep: Class 6 contains 167944 members 
Mstep: Class 7 contains 81353 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 30649 members 
Mstep: Class 11 contains 170459 members 
Mstep: Class 12 contains 50107 members 
Mstep: Class 13 contains 70471 members 
Mstep: Class 14 contains 28249 members 
Mstep: Class 15 contains 48605 members 
Mstep: Class 16 contains 109984 members 
Mstep: Class 17 contains 74656 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17607 members 
Mstep: Class 20 contains 31690 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18343 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40389 members 
Mstep: Class 25 contains 245684 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173209 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4358 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10956 members 
Mstep: Class 33 contains 11801 members 
Mstep: Class 34 contains 5604 members 
Mstep: Class 35 contains 165748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565696.000000 Penalty: 124948.460938
Iteration 351Q: 36 clusters Score -2.055657e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 94020 members 
Mstep: Class 3 contains 41330 members 
Mstep: Class 4 contains 18293 members 
Mstep: Class 5 contains 22477 members 
Mstep: Class 6 contains 167811 members 
Mstep: Class 7 contains 81348 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 12492 members 
Mstep: Class 10 contains 30648 members 
Mstep: Class 11 contains 170456 members 
Mstep: Class 12 contains 50365 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28228 members 
Mstep: Class 15 contains 48594 members 
Mstep: Class 16 contains 109962 members 
Mstep: Class 17 contains 74675 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17611 members 
Mstep: Class 20 contains 31769 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 7514 members 
Mstep: Class 24 contains 40388 members 
Mstep: Class 25 contains 245640 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173214 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4357 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10957 members 
Mstep: Class 33 contains 11809 members 
Mstep: Class 34 contains 5602 members 
Mstep: Class 35 contains 165691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566032.000000 Penalty: 124948.460938
Iteration 352Q: 36 clusters Score -2.05566e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 93973 members 
Mstep: Class 3 contains 41332 members 
Mstep: Class 4 contains 18294 members 
Mstep: Class 5 contains 22465 members 
Mstep: Class 6 contains 167660 members 
Mstep: Class 7 contains 81341 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 12493 members 
Mstep: Class 10 contains 30640 members 
Mstep: Class 11 contains 170455 members 
Mstep: Class 12 contains 50603 members 
Mstep: Class 13 contains 70476 members 
Mstep: Class 14 contains 28207 members 
Mstep: Class 15 contains 48577 members 
Mstep: Class 16 contains 109965 members 
Mstep: Class 17 contains 74684 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17612 members 
Mstep: Class 20 contains 31832 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18343 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40387 members 
Mstep: Class 25 contains 245613 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173215 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4351 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10957 members 
Mstep: Class 33 contains 11813 members 
Mstep: Class 34 contains 5603 members 
Mstep: Class 35 contains 165671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566224.000000 Penalty: 124948.460938
Iteration 353Q: 36 clusters Score -2.055662e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 93952 members 
Mstep: Class 3 contains 41329 members 
Mstep: Class 4 contains 18300 members 
Mstep: Class 5 contains 22466 members 
Mstep: Class 6 contains 167554 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 12496 members 
Mstep: Class 10 contains 30635 members 
Mstep: Class 11 contains 170452 members 
Mstep: Class 12 contains 50834 members 
Mstep: Class 13 contains 70472 members 
Mstep: Class 14 contains 28193 members 
Mstep: Class 15 contains 48559 members 
Mstep: Class 16 contains 109947 members 
Mstep: Class 17 contains 74694 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17608 members 
Mstep: Class 20 contains 31881 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18337 members 
Mstep: Class 23 contains 7515 members 
Mstep: Class 24 contains 40376 members 
Mstep: Class 25 contains 245576 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173216 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10958 members 
Mstep: Class 33 contains 11816 members 
Mstep: Class 34 contains 5608 members 
Mstep: Class 35 contains 165609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566688.000000 Penalty: 124948.460938
Iteration 354Q: 36 clusters Score -2.055667e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 93919 members 
Mstep: Class 3 contains 41327 members 
Mstep: Class 4 contains 18311 members 
Mstep: Class 5 contains 22452 members 
Mstep: Class 6 contains 167431 members 
Mstep: Class 7 contains 81338 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 12498 members 
Mstep: Class 10 contains 30632 members 
Mstep: Class 11 contains 170455 members 
Mstep: Class 12 contains 51055 members 
Mstep: Class 13 contains 70469 members 
Mstep: Class 14 contains 28189 members 
Mstep: Class 15 contains 48541 members 
Mstep: Class 16 contains 109921 members 
Mstep: Class 17 contains 74701 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17601 members 
Mstep: Class 20 contains 31950 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18331 members 
Mstep: Class 23 contains 7515 members 
Mstep: Class 24 contains 40364 members 
Mstep: Class 25 contains 245548 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173216 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10959 members 
Mstep: Class 33 contains 11822 members 
Mstep: Class 34 contains 5608 members 
Mstep: Class 35 contains 165568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566608.000000 Penalty: 124948.460938
Iteration 355Q: 36 clusters Score -2.055666e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 93904 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 18318 members 
Mstep: Class 5 contains 22441 members 
Mstep: Class 6 contains 167315 members 
Mstep: Class 7 contains 81336 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 12502 members 
Mstep: Class 10 contains 30628 members 
Mstep: Class 11 contains 170456 members 
Mstep: Class 12 contains 51264 members 
Mstep: Class 13 contains 70470 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 48531 members 
Mstep: Class 16 contains 109888 members 
Mstep: Class 17 contains 74708 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17594 members 
Mstep: Class 20 contains 32026 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18329 members 
Mstep: Class 23 contains 7515 members 
Mstep: Class 24 contains 40357 members 
Mstep: Class 25 contains 245525 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173222 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10960 members 
Mstep: Class 33 contains 11829 members 
Mstep: Class 34 contains 5609 members 
Mstep: Class 35 contains 165497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566928.000000 Penalty: 124948.460938
Iteration 356Q: 36 clusters Score -2.055669e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 93897 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 18326 members 
Mstep: Class 5 contains 22423 members 
Mstep: Class 6 contains 167186 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 12512 members 
Mstep: Class 10 contains 30626 members 
Mstep: Class 11 contains 170457 members 
Mstep: Class 12 contains 51441 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 28152 members 
Mstep: Class 15 contains 48528 members 
Mstep: Class 16 contains 109855 members 
Mstep: Class 17 contains 74714 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17596 members 
Mstep: Class 20 contains 32113 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 7517 members 
Mstep: Class 24 contains 40356 members 
Mstep: Class 25 contains 245484 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173225 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4346 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 11836 members 
Mstep: Class 34 contains 5609 members 
Mstep: Class 35 contains 165459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566880.000000 Penalty: 124948.460938
Iteration 357Q: 36 clusters Score -2.055669e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 93887 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18332 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 167123 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12516 members 
Mstep: Class 10 contains 30624 members 
Mstep: Class 11 contains 170455 members 
Mstep: Class 12 contains 51608 members 
Mstep: Class 13 contains 70476 members 
Mstep: Class 14 contains 28137 members 
Mstep: Class 15 contains 48528 members 
Mstep: Class 16 contains 109829 members 
Mstep: Class 17 contains 74726 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17602 members 
Mstep: Class 20 contains 32176 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 7514 members 
Mstep: Class 24 contains 40348 members 
Mstep: Class 25 contains 245435 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173229 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 11840 members 
Mstep: Class 34 contains 5610 members 
Mstep: Class 35 contains 165382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566928.000000 Penalty: 124948.460938
Iteration 358Q: 36 clusters Score -2.055669e+08 nChanged 1328
Entering ConstructFrom: 
Score: -205566928.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (13253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Entering Unmasked Estep 
Score: -1515363.500000 Penalty: 2354.010986
	Iteration 0F: 2 clusters Score -1515364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1505625.875000 Penalty: 4708.021973
	Iteration 0F: 3 clusters Score -1505626 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1508628.125000 Penalty: 4708.021973
	Iteration 1F: 3 clusters Score -1508628 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1508988.500000 Penalty: 4708.021973
	Iteration 2F: 3 clusters Score -1508988 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1509269.500000 Penalty: 4708.021973
	Iteration 3F: 3 clusters Score -1509270 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1509507.250000 Penalty: 4708.021973
	Iteration 4Q: 3 clusters Score -1509507 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1509769.875000 Penalty: 4708.021973
	Iteration 5Q: 3 clusters Score -1509770 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1510091.500000 Penalty: 4708.021973
	Iteration 6Q: 3 clusters Score -1510092 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1510426.875000 Penalty: 4708.021973
	Iteration 7Q: 3 clusters Score -1510427 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1510775.875000 Penalty: 4708.021973
	Iteration 8Q: 3 clusters Score -1510776 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1511120.750000 Penalty: 4708.021973
	Iteration 9Q: 3 clusters Score -1511121 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1511504.875000 Penalty: 4708.021973
	Iteration 10Q: 3 clusters Score -1511505 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1511839.625000 Penalty: 4708.021973
	Iteration 11Q: 3 clusters Score -1511840 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1512121.250000 Penalty: 4708.021973
	Iteration 12Q: 3 clusters Score -1512121 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1512349.125000 Penalty: 4708.021973
	Iteration 13Q: 3 clusters Score -1512349 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1512545.625000 Penalty: 4708.021973
	Iteration 14Q: 3 clusters Score -1512546 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1512670.625000 Penalty: 4708.021973
	Iteration 15Q: 3 clusters Score -1512671 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1512800.750000 Penalty: 4708.021973
	Iteration 16Q: 3 clusters Score -1512801 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1512917.875000 Penalty: 4708.021973
	Iteration 17Q: 3 clusters Score -1512918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1513030.000000 Penalty: 4708.021973
	Iteration 18Q: 3 clusters Score -1513030 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1513132.000000 Penalty: 4708.021973
	Iteration 19Q: 3 clusters Score -1513132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1513222.250000 Penalty: 4708.021973
	Iteration 20F: 3 clusters Score -1513222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1513308.000000 Penalty: 4708.021973
	Iteration 21Q: 3 clusters Score -1513308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1513369.875000 Penalty: 4708.021973
	Iteration 22Q: 3 clusters Score -1513370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1513423.500000 Penalty: 4708.021973
	Iteration 23Q: 3 clusters Score -1513424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1513460.125000 Penalty: 4708.021973
	Iteration 24Q: 3 clusters Score -1513460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1513494.375000 Penalty: 4708.021973
	Iteration 25Q: 3 clusters Score -1513494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1513530.500000 Penalty: 4708.021973
	Iteration 26Q: 3 clusters Score -1513530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1513554.875000 Penalty: 4708.021973
	Iteration 27Q: 3 clusters Score -1513555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1513575.375000 Penalty: 4708.021973
	Iteration 28Q: 3 clusters Score -1513575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1513585.625000 Penalty: 4708.021973
	Iteration 29Q: 3 clusters Score -1513586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1513602.750000 Penalty: 4708.021973
	Iteration 30Q: 3 clusters Score -1513603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1513620.375000 Penalty: 4708.021973
	Iteration 31Q: 3 clusters Score -1513620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1513629.875000 Penalty: 4708.021973
	Iteration 32Q: 3 clusters Score -1513630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1513641.250000 Penalty: 4708.021973
	Iteration 33Q: 3 clusters Score -1513641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1513645.875000 Penalty: 4708.021973
	Iteration 34Q: 3 clusters Score -1513646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1513652.250000 Penalty: 4708.021973
	Iteration 35Q: 3 clusters Score -1513652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1513652.125000 Penalty: 4708.021973
	Iteration 36Q: 3 clusters Score -1513652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1513661.250000 Penalty: 4708.021973
	Iteration 37Q: 3 clusters Score -1513661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1513666.125000 Penalty: 4708.021973
	Iteration 38Q: 3 clusters Score -1513666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1513668.125000 Penalty: 4708.021973
	Iteration 39Q: 3 clusters Score -1513668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1513670.500000 Penalty: 4708.021973
	Iteration 40F: 3 clusters Score -1513670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1513671.500000 Penalty: 4708.021973
	Iteration 41Q: 3 clusters Score -1513672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1513675.125000 Penalty: 4708.021973
	Iteration 42Q: 3 clusters Score -1513675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1513678.000000 Penalty: 4708.021973
	Iteration 43Q: 3 clusters Score -1513678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1513679.625000 Penalty: 4708.021973
	Iteration 44Q: 3 clusters Score -1513680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1513680.375000 Penalty: 4708.021973
	Iteration 45Q: 3 clusters Score -1513680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1513682.375000 Penalty: 4708.021973
	Iteration 46Q: 3 clusters Score -1513682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1513685.625000 Penalty: 4708.021973
	Iteration 47Q: 3 clusters Score -1513686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1513685.625000 Penalty: 4708.021973
	Iteration 48F: 3 clusters Score -1513686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Entering Unmasked Estep 
Score: -11179334.000000 Penalty: 2839.503906
	Iteration 0F: 2 clusters Score -1.117933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -11116769.000000 Penalty: 5679.007812
	Iteration 0F: 3 clusters Score -1.111677e+07 nChanged 44340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -11142213.000000 Penalty: 5679.007812
	Iteration 1F: 3 clusters Score -1.114221e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -11143354.000000 Penalty: 5679.007812
	Iteration 2Q: 3 clusters Score -1.114335e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -11145192.000000 Penalty: 5679.007812
	Iteration 3Q: 3 clusters Score -1.114519e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -11148031.000000 Penalty: 5679.007812
	Iteration 4F: 3 clusters Score -1.114803e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -11152296.000000 Penalty: 5679.007812
	Iteration 5F: 3 clusters Score -1.11523e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -11158575.000000 Penalty: 5679.007812
	Iteration 6F: 3 clusters Score -1.115858e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -11165566.000000 Penalty: 5679.007812
	Iteration 7F: 3 clusters Score -1.116557e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -11171230.000000 Penalty: 5679.007812
	Iteration 8F: 3 clusters Score -1.117123e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -11174473.000000 Penalty: 5679.007812
	Iteration 9Q: 3 clusters Score -1.117447e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -11175821.000000 Penalty: 5679.007812
	Iteration 10Q: 3 clusters Score -1.117582e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -11176396.000000 Penalty: 5679.007812
	Iteration 11Q: 3 clusters Score -1.11764e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -11176638.000000 Penalty: 5679.007812
	Iteration 12Q: 3 clusters Score -1.117664e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -11176761.000000 Penalty: 5679.007812
	Iteration 13Q: 3 clusters Score -1.117676e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -11176856.000000 Penalty: 5679.007812
	Iteration 14Q: 3 clusters Score -1.117686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -11176883.000000 Penalty: 5679.007812
	Iteration 15Q: 3 clusters Score -1.117688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -11176915.000000 Penalty: 5679.007812
	Iteration 16Q: 3 clusters Score -1.117692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -11176931.000000 Penalty: 5679.007812
	Iteration 17Q: 3 clusters Score -1.117693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -11176953.000000 Penalty: 5679.007812
	Iteration 18Q: 3 clusters Score -1.117695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -11176960.000000 Penalty: 5679.007812
	Iteration 19Q: 3 clusters Score -1.117696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -11176964.000000 Penalty: 5679.007812
	Iteration 20F: 3 clusters Score -1.117696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -11176962.000000 Penalty: 5679.007812
	Iteration 21Q: 3 clusters Score -1.117696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -11176973.000000 Penalty: 5679.007812
	Iteration 22Q: 3 clusters Score -1.117697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -11176976.000000 Penalty: 5679.007812
	Iteration 23Q: 3 clusters Score -1.117698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -11176981.000000 Penalty: 5679.007812
	Iteration 24Q: 3 clusters Score -1.117698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -11176980.000000 Penalty: 5679.007812
	Iteration 25Q: 3 clusters Score -1.117698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -11176988.000000 Penalty: 5679.007812
	Iteration 26Q: 3 clusters Score -1.117699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -11176994.000000 Penalty: 5679.007812
	Iteration 27Q: 3 clusters Score -1.117699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -11176994.000000 Penalty: 5679.007812
	Iteration 28Q: 3 clusters Score -1.117699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -11176994.000000 Penalty: 5679.007812
	Iteration 29F: 3 clusters Score -1.117699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Entering Unmasked Estep 
Score: -4962070.000000 Penalty: 2636.053223
	Iteration 0F: 2 clusters Score -4962070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4933985.500000 Penalty: 5272.106445
	Iteration 0F: 3 clusters Score -4933986 nChanged 18982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4944314.500000 Penalty: 5272.106445
	Iteration 1F: 3 clusters Score -4944314 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4944831.000000 Penalty: 5272.106445
	Iteration 2Q: 3 clusters Score -4944831 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -4945308.000000 Penalty: 5272.106445
	Iteration 3Q: 3 clusters Score -4945308 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -4945756.500000 Penalty: 5272.106445
	Iteration 4Q: 3 clusters Score -4945756 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -4946327.500000 Penalty: 5272.106445
	Iteration 5Q: 3 clusters Score -4946328 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -4947235.000000 Penalty: 5272.106445
	Iteration 6Q: 3 clusters Score -4947235 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4948518.500000 Penalty: 5272.106445
	Iteration 7F: 3 clusters Score -4948518 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4950524.500000 Penalty: 5272.106445
	Iteration 8F: 3 clusters Score -4950524 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4953191.500000 Penalty: 5272.106445
	Iteration 9F: 3 clusters Score -4953192 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4955927.000000 Penalty: 5272.106445
	Iteration 10F: 3 clusters Score -4955927 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4957828.500000 Penalty: 5272.106445
	Iteration 11Q: 3 clusters Score -4957828 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4958852.500000 Penalty: 5272.106445
	Iteration 12Q: 3 clusters Score -4958852 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -4959331.500000 Penalty: 5272.106445
	Iteration 13Q: 3 clusters Score -4959332 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4959592.500000 Penalty: 5272.106445
	Iteration 14Q: 3 clusters Score -4959592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4959696.500000 Penalty: 5272.106445
	Iteration 15Q: 3 clusters Score -4959696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -4959773.500000 Penalty: 5272.106445
	Iteration 16Q: 3 clusters Score -4959774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -4959828.000000 Penalty: 5272.106445
	Iteration 17Q: 3 clusters Score -4959828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4959886.500000 Penalty: 5272.106445
	Iteration 18Q: 3 clusters Score -4959886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4959961.000000 Penalty: 5272.106445
	Iteration 19Q: 3 clusters Score -4959961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4960002.500000 Penalty: 5272.106445
	Iteration 20F: 3 clusters Score -4960002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4960042.500000 Penalty: 5272.106445
	Iteration 21Q: 3 clusters Score -4960042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -4960083.500000 Penalty: 5272.106445
	Iteration 22Q: 3 clusters Score -4960084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -4960113.500000 Penalty: 5272.106445
	Iteration 23Q: 3 clusters Score -4960114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -4960138.500000 Penalty: 5272.106445
	Iteration 24Q: 3 clusters Score -4960138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4960158.000000 Penalty: 5272.106445
	Iteration 25Q: 3 clusters Score -4960158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -4960165.500000 Penalty: 5272.106445
	Iteration 26Q: 3 clusters Score -4960166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -4960186.500000 Penalty: 5272.106445
	Iteration 27Q: 3 clusters Score -4960186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -4960195.000000 Penalty: 5272.106445
	Iteration 28Q: 3 clusters Score -4960195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4960198.000000 Penalty: 5272.106445
	Iteration 29Q: 3 clusters Score -4960198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4960209.500000 Penalty: 5272.106445
	Iteration 30Q: 3 clusters Score -4960210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4960211.500000 Penalty: 5272.106445
	Iteration 31Q: 3 clusters Score -4960212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4960210.500000 Penalty: 5272.106445
	Iteration 32Q: 3 clusters Score -4960210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -4960220.500000 Penalty: 5272.106445
	Iteration 33Q: 3 clusters Score -4960220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4960226.000000 Penalty: 5272.106445
	Iteration 34Q: 3 clusters Score -4960226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4960247.500000 Penalty: 5272.106445
	Iteration 35Q: 3 clusters Score -4960248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4960249.000000 Penalty: 5272.106445
	Iteration 36Q: 3 clusters Score -4960249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4960247.500000 Penalty: 5272.106445
	Iteration 37Q: 3 clusters Score -4960248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4960251.500000 Penalty: 5272.106445
	Iteration 38Q: 3 clusters Score -4960252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4960261.000000 Penalty: 5272.106445
	Iteration 39Q: 3 clusters Score -4960261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4960259.500000 Penalty: 5272.106445
	Iteration 40F: 3 clusters Score -4960260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4960258.500000 Penalty: 5272.106445
	Iteration 41Q: 3 clusters Score -4960258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4960265.500000 Penalty: 5272.106445
	Iteration 42Q: 3 clusters Score -4960266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4960275.000000 Penalty: 5272.106445
	Iteration 43Q: 3 clusters Score -4960275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4960276.500000 Penalty: 5272.106445
	Iteration 44Q: 3 clusters Score -4960276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4960276.500000 Penalty: 5272.106445
	Iteration 45Q: 3 clusters Score -4960276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4960278.000000 Penalty: 5272.106445
	Iteration 46Q: 3 clusters Score -4960278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4960277.500000 Penalty: 5272.106445
	Iteration 47Q: 3 clusters Score -4960278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -4960277.000000 Penalty: 5272.106445
	Iteration 48Q: 3 clusters Score -4960277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -4960277.000000 Penalty: 5272.106445
	Iteration 49F: 3 clusters Score -4960277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Entering Unmasked Estep 
Score: -2110960.000000 Penalty: 2434.711426
	Iteration 0F: 2 clusters Score -2110960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2097958.500000 Penalty: 4869.422852
	Iteration 0F: 3 clusters Score -2097958 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2102358.000000 Penalty: 4869.422852
	Iteration 1F: 3 clusters Score -2102358 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2102936.750000 Penalty: 4869.422852
	Iteration 2F: 3 clusters Score -2102937 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2103471.500000 Penalty: 4869.422852
	Iteration 3F: 3 clusters Score -2103472 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2104034.750000 Penalty: 4869.422852
	Iteration 4F: 3 clusters Score -2104035 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2104589.750000 Penalty: 4869.422852
	Iteration 5F: 3 clusters Score -2104590 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2105134.250000 Penalty: 4869.422852
	Iteration 6F: 3 clusters Score -2105134 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2105656.250000 Penalty: 4869.422852
	Iteration 7F: 3 clusters Score -2105656 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2106123.750000 Penalty: 4869.422852
	Iteration 8Q: 3 clusters Score -2106124 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2106585.000000 Penalty: 4869.422852
	Iteration 9Q: 3 clusters Score -2106585 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2106981.000000 Penalty: 4869.422852
	Iteration 10Q: 3 clusters Score -2106981 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2107346.000000 Penalty: 4869.422852
	Iteration 11Q: 3 clusters Score -2107346 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2107681.000000 Penalty: 4869.422852
	Iteration 12Q: 3 clusters Score -2107681 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2107999.750000 Penalty: 4869.422852
	Iteration 13Q: 3 clusters Score -2108000 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2108324.250000 Penalty: 4869.422852
	Iteration 14Q: 3 clusters Score -2108324 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2108621.000000 Penalty: 4869.422852
	Iteration 15Q: 3 clusters Score -2108621 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2108785.500000 Penalty: 4869.422852
	Iteration 16Q: 3 clusters Score -2108786 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2108871.750000 Penalty: 4869.422852
	Iteration 17Q: 3 clusters Score -2108872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2108907.750000 Penalty: 4869.422852
	Iteration 18Q: 3 clusters Score -2108908 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2108931.500000 Penalty: 4869.422852
	Iteration 19Q: 3 clusters Score -2108932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2108949.750000 Penalty: 4869.422852
	Iteration 20F: 3 clusters Score -2108950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2108957.000000 Penalty: 4869.422852
	Iteration 21Q: 3 clusters Score -2108957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2108967.000000 Penalty: 4869.422852
	Iteration 22Q: 3 clusters Score -2108967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2108969.250000 Penalty: 4869.422852
	Iteration 23Q: 3 clusters Score -2108969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2108978.750000 Penalty: 4869.422852
	Iteration 24Q: 3 clusters Score -2108979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2108987.000000 Penalty: 4869.422852
	Iteration 25Q: 3 clusters Score -2108987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2108989.750000 Penalty: 4869.422852
	Iteration 26Q: 3 clusters Score -2108990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2108999.500000 Penalty: 4869.422852
	Iteration 27Q: 3 clusters Score -2109000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2109001.500000 Penalty: 4869.422852
	Iteration 28Q: 3 clusters Score -2109002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2109004.000000 Penalty: 4869.422852
	Iteration 29Q: 3 clusters Score -2109004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2109006.750000 Penalty: 4869.422852
	Iteration 30Q: 3 clusters Score -2109007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2109008.750000 Penalty: 4869.422852
	Iteration 31Q: 3 clusters Score -2109009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2109009.250000 Penalty: 4869.422852
	Iteration 32Q: 3 clusters Score -2109009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2109014.250000 Penalty: 4869.422852
	Iteration 33Q: 3 clusters Score -2109014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2109015.000000 Penalty: 4869.422852
	Iteration 34Q: 3 clusters Score -2109015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2109017.500000 Penalty: 4869.422852
	Iteration 35Q: 3 clusters Score -2109018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2109019.500000 Penalty: 4869.422852
	Iteration 36Q: 3 clusters Score -2109020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2109022.250000 Penalty: 4869.422852
	Iteration 37Q: 3 clusters Score -2109022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2109023.000000 Penalty: 4869.422852
	Iteration 38Q: 3 clusters Score -2109023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2109024.750000 Penalty: 4869.422852
	Iteration 39Q: 3 clusters Score -2109025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2109030.250000 Penalty: 4869.422852
	Iteration 40F: 3 clusters Score -2109030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2109034.000000 Penalty: 4869.422852
	Iteration 41Q: 3 clusters Score -2109034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2109030.750000 Penalty: 4869.422852
	Iteration 42Q: 3 clusters Score -2109031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2109030.250000 Penalty: 4869.422852
	Iteration 43Q: 3 clusters Score -2109030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2109035.250000 Penalty: 4869.422852
	Iteration 44Q: 3 clusters Score -2109035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2109043.750000 Penalty: 4869.422852
	Iteration 45Q: 3 clusters Score -2109044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2109051.250000 Penalty: 4869.422852
	Iteration 46Q: 3 clusters Score -2109051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2109052.250000 Penalty: 4869.422852
	Iteration 47Q: 3 clusters Score -2109052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2109061.250000 Penalty: 4869.422852
	Iteration 48Q: 3 clusters Score -2109061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2109068.250000 Penalty: 4869.422852
	Iteration 49Q: 3 clusters Score -2109068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2109076.250000 Penalty: 4869.422852
	Iteration 50Q: 3 clusters Score -2109076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2109081.750000 Penalty: 4869.422852
	Iteration 51Q: 3 clusters Score -2109082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2109084.750000 Penalty: 4869.422852
	Iteration 52Q: 3 clusters Score -2109085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2109087.500000 Penalty: 4869.422852
	Iteration 53Q: 3 clusters Score -2109088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2109088.000000 Penalty: 4869.422852
	Iteration 54Q: 3 clusters Score -2109088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2109097.500000 Penalty: 4869.422852
	Iteration 55Q: 3 clusters Score -2109098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2109097.500000 Penalty: 4869.422852
	Iteration 56Q: 3 clusters Score -2109098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2109102.750000 Penalty: 4869.422852
	Iteration 57Q: 3 clusters Score -2109103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2109118.000000 Penalty: 4869.422852
	Iteration 58Q: 3 clusters Score -2109118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2109123.500000 Penalty: 4869.422852
	Iteration 59Q: 3 clusters Score -2109124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2109124.500000 Penalty: 4869.422852
	Iteration 60F: 3 clusters Score -2109124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2109125.250000 Penalty: 4869.422852
	Iteration 61Q: 3 clusters Score -2109125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2109133.750000 Penalty: 4869.422852
	Iteration 62Q: 3 clusters Score -2109134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2109137.250000 Penalty: 4869.422852
	Iteration 63Q: 3 clusters Score -2109137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2109144.750000 Penalty: 4869.422852
	Iteration 64Q: 3 clusters Score -2109145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2109152.250000 Penalty: 4869.422852
	Iteration 65Q: 3 clusters Score -2109152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2109154.000000 Penalty: 4869.422852
	Iteration 66Q: 3 clusters Score -2109154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2109161.000000 Penalty: 4869.422852
	Iteration 67Q: 3 clusters Score -2109161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2109165.750000 Penalty: 4869.422852
	Iteration 68Q: 3 clusters Score -2109166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2109174.250000 Penalty: 4869.422852
	Iteration 69Q: 3 clusters Score -2109174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2109184.000000 Penalty: 4869.422852
	Iteration 70Q: 3 clusters Score -2109184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2109187.250000 Penalty: 4869.422852
	Iteration 71Q: 3 clusters Score -2109187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2109192.250000 Penalty: 4869.422852
	Iteration 72Q: 3 clusters Score -2109192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2109200.500000 Penalty: 4869.422852
	Iteration 73Q: 3 clusters Score -2109200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2109198.250000 Penalty: 4869.422852
	Iteration 74Q: 3 clusters Score -2109198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2109204.500000 Penalty: 4869.422852
	Iteration 75Q: 3 clusters Score -2109204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2109204.250000 Penalty: 4869.422852
	Iteration 76Q: 3 clusters Score -2109204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2109214.500000 Penalty: 4869.422852
	Iteration 77Q: 3 clusters Score -2109214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2109227.000000 Penalty: 4869.422852
	Iteration 78Q: 3 clusters Score -2109227 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2109239.250000 Penalty: 4869.422852
	Iteration 79Q: 3 clusters Score -2109239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2109251.750000 Penalty: 4869.422852
	Iteration 80F: 3 clusters Score -2109252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2109254.000000 Penalty: 4869.422852
	Iteration 81Q: 3 clusters Score -2109254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2109269.250000 Penalty: 4869.422852
	Iteration 82Q: 3 clusters Score -2109269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2109284.250000 Penalty: 4869.422852
	Iteration 83Q: 3 clusters Score -2109284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2109291.750000 Penalty: 4869.422852
	Iteration 84Q: 3 clusters Score -2109292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2109310.500000 Penalty: 4869.422852
	Iteration 85Q: 3 clusters Score -2109310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2109319.750000 Penalty: 4869.422852
	Iteration 86Q: 3 clusters Score -2109320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2109332.500000 Penalty: 4869.422852
	Iteration 87Q: 3 clusters Score -2109332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2109349.000000 Penalty: 4869.422852
	Iteration 88Q: 3 clusters Score -2109349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2109364.500000 Penalty: 4869.422852
	Iteration 89Q: 3 clusters Score -2109364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2109397.000000 Penalty: 4869.422852
	Iteration 90Q: 3 clusters Score -2109397 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2109413.500000 Penalty: 4869.422852
	Iteration 91Q: 3 clusters Score -2109414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2109442.000000 Penalty: 4869.422852
	Iteration 92Q: 3 clusters Score -2109442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2109468.750000 Penalty: 4869.422852
	Iteration 93Q: 3 clusters Score -2109469 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2109492.500000 Penalty: 4869.422852
	Iteration 94Q: 3 clusters Score -2109492 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2109509.000000 Penalty: 4869.422852
	Iteration 95Q: 3 clusters Score -2109509 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2109540.500000 Penalty: 4869.422852
	Iteration 96Q: 3 clusters Score -2109540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2109572.250000 Penalty: 4869.422852
	Iteration 97Q: 3 clusters Score -2109572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2109595.000000 Penalty: 4869.422852
	Iteration 98Q: 3 clusters Score -2109595 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2109618.500000 Penalty: 4869.422852
	Iteration 99Q: 3 clusters Score -2109618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2109642.500000 Penalty: 4869.422852
	Iteration 100F: 3 clusters Score -2109642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2109659.500000 Penalty: 4869.422852
	Iteration 101Q: 3 clusters Score -2109660 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2109691.250000 Penalty: 4869.422852
	Iteration 102Q: 3 clusters Score -2109691 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2109720.750000 Penalty: 4869.422852
	Iteration 103Q: 3 clusters Score -2109721 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2109751.250000 Penalty: 4869.422852
	Iteration 104Q: 3 clusters Score -2109751 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2109771.500000 Penalty: 4869.422852
	Iteration 105Q: 3 clusters Score -2109772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2109800.250000 Penalty: 4869.422852
	Iteration 106Q: 3 clusters Score -2109800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2109822.000000 Penalty: 4869.422852
	Iteration 107Q: 3 clusters Score -2109822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2109834.250000 Penalty: 4869.422852
	Iteration 108Q: 3 clusters Score -2109834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2109850.000000 Penalty: 4869.422852
	Iteration 109Q: 3 clusters Score -2109850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2109862.000000 Penalty: 4869.422852
	Iteration 110Q: 3 clusters Score -2109862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2109872.000000 Penalty: 4869.422852
	Iteration 111Q: 3 clusters Score -2109872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2109879.500000 Penalty: 4869.422852
	Iteration 112Q: 3 clusters Score -2109880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2109885.250000 Penalty: 4869.422852
	Iteration 113Q: 3 clusters Score -2109885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2109890.000000 Penalty: 4869.422852
	Iteration 114Q: 3 clusters Score -2109890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2109896.000000 Penalty: 4869.422852
	Iteration 115Q: 3 clusters Score -2109896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2109893.750000 Penalty: 4869.422852
	Iteration 116Q: 3 clusters Score -2109894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2109895.000000 Penalty: 4869.422852
	Iteration 117Q: 3 clusters Score -2109895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2109896.250000 Penalty: 4869.422852
	Iteration 118Q: 3 clusters Score -2109896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2109899.000000 Penalty: 4869.422852
	Iteration 119Q: 3 clusters Score -2109899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2109905.000000 Penalty: 4869.422852
	Iteration 120F: 3 clusters Score -2109905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2109901.500000 Penalty: 4869.422852
	Iteration 121Q: 3 clusters Score -2109902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2109896.500000 Penalty: 4869.422852
	Iteration 122Q: 3 clusters Score -2109896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2109900.500000 Penalty: 4869.422852
	Iteration 123Q: 3 clusters Score -2109900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2109904.000000 Penalty: 4869.422852
	Iteration 124Q: 3 clusters Score -2109904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2109908.750000 Penalty: 4869.422852
	Iteration 125Q: 3 clusters Score -2109909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2109916.250000 Penalty: 4869.422852
	Iteration 126Q: 3 clusters Score -2109916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2109932.750000 Penalty: 4869.422852
	Iteration 127Q: 3 clusters Score -2109933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2109934.000000 Penalty: 4869.422852
	Iteration 128Q: 3 clusters Score -2109934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2109934.250000 Penalty: 4869.422852
	Iteration 129Q: 3 clusters Score -2109934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2109935.000000 Penalty: 4869.422852
	Iteration 130Q: 3 clusters Score -2109935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2109943.000000 Penalty: 4869.422852
	Iteration 131Q: 3 clusters Score -2109943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2109942.750000 Penalty: 4869.422852
	Iteration 132Q: 3 clusters Score -2109943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2109953.000000 Penalty: 4869.422852
	Iteration 133Q: 3 clusters Score -2109953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2109956.750000 Penalty: 4869.422852
	Iteration 134Q: 3 clusters Score -2109957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2109951.500000 Penalty: 4869.422852
	Iteration 135Q: 3 clusters Score -2109952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2109958.500000 Penalty: 4869.422852
	Iteration 136Q: 3 clusters Score -2109958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2109965.000000 Penalty: 4869.422852
	Iteration 137Q: 3 clusters Score -2109965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2109962.750000 Penalty: 4869.422852
	Iteration 138Q: 3 clusters Score -2109963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2109974.250000 Penalty: 4869.422852
	Iteration 139Q: 3 clusters Score -2109974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2109981.750000 Penalty: 4869.422852
	Iteration 140F: 3 clusters Score -2109982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2109979.250000 Penalty: 4869.422852
	Iteration 141Q: 3 clusters Score -2109979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2109982.500000 Penalty: 4869.422852
	Iteration 142Q: 3 clusters Score -2109982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2109983.250000 Penalty: 4869.422852
	Iteration 143Q: 3 clusters Score -2109983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2109982.500000 Penalty: 4869.422852
	Iteration 144Q: 3 clusters Score -2109982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2109985.250000 Penalty: 4869.422852
	Iteration 145Q: 3 clusters Score -2109985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2109988.750000 Penalty: 4869.422852
	Iteration 146Q: 3 clusters Score -2109989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2109989.750000 Penalty: 4869.422852
	Iteration 147Q: 3 clusters Score -2109990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2109996.750000 Penalty: 4869.422852
	Iteration 148Q: 3 clusters Score -2109997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2110000.500000 Penalty: 4869.422852
	Iteration 149Q: 3 clusters Score -2110000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2110004.750000 Penalty: 4869.422852
	Iteration 150Q: 3 clusters Score -2110005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2110007.750000 Penalty: 4869.422852
	Iteration 151Q: 3 clusters Score -2110008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2110001.500000 Penalty: 4869.422852
	Iteration 152Q: 3 clusters Score -2110002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2110008.000000 Penalty: 4869.422852
	Iteration 153Q: 3 clusters Score -2110008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2110008.750000 Penalty: 4869.422852
	Iteration 154Q: 3 clusters Score -2110009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2110011.000000 Penalty: 4869.422852
	Iteration 155Q: 3 clusters Score -2110011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2110010.750000 Penalty: 4869.422852
	Iteration 156Q: 3 clusters Score -2110011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2110017.000000 Penalty: 4869.422852
	Iteration 157Q: 3 clusters Score -2110017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2110024.750000 Penalty: 4869.422852
	Iteration 158Q: 3 clusters Score -2110025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2110025.000000 Penalty: 4869.422852
	Iteration 159Q: 3 clusters Score -2110025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2110030.250000 Penalty: 4869.422852
	Iteration 160F: 3 clusters Score -2110030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2110037.250000 Penalty: 4869.422852
	Iteration 161Q: 3 clusters Score -2110037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2110036.250000 Penalty: 4869.422852
	Iteration 162Q: 3 clusters Score -2110036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2110034.000000 Penalty: 4869.422852
	Iteration 163Q: 3 clusters Score -2110034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2110041.000000 Penalty: 4869.422852
	Iteration 164Q: 3 clusters Score -2110041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2110045.500000 Penalty: 4869.422852
	Iteration 165Q: 3 clusters Score -2110046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2110042.000000 Penalty: 4869.422852
	Iteration 166Q: 3 clusters Score -2110042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2110041.000000 Penalty: 4869.422852
	Iteration 167Q: 3 clusters Score -2110041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2110046.000000 Penalty: 4869.422852
	Iteration 168Q: 3 clusters Score -2110046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2110042.750000 Penalty: 4869.422852
	Iteration 169Q: 3 clusters Score -2110043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2110048.000000 Penalty: 4869.422852
	Iteration 170Q: 3 clusters Score -2110048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2110049.750000 Penalty: 4869.422852
	Iteration 171Q: 3 clusters Score -2110050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2110053.000000 Penalty: 4869.422852
	Iteration 172Q: 3 clusters Score -2110053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2110051.500000 Penalty: 4869.422852
	Iteration 173Q: 3 clusters Score -2110052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2110056.250000 Penalty: 4869.422852
	Iteration 174Q: 3 clusters Score -2110056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2110060.250000 Penalty: 4869.422852
	Iteration 175Q: 3 clusters Score -2110060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2110064.000000 Penalty: 4869.422852
	Iteration 176Q: 3 clusters Score -2110064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2110073.250000 Penalty: 4869.422852
	Iteration 177Q: 3 clusters Score -2110073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2110081.000000 Penalty: 4869.422852
	Iteration 178Q: 3 clusters Score -2110081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2110086.750000 Penalty: 4869.422852
	Iteration 179Q: 3 clusters Score -2110087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2110085.250000 Penalty: 4869.422852
	Iteration 180F: 3 clusters Score -2110085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2110094.500000 Penalty: 4869.422852
	Iteration 181Q: 3 clusters Score -2110094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2110105.750000 Penalty: 4869.422852
	Iteration 182Q: 3 clusters Score -2110106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2110117.250000 Penalty: 4869.422852
	Iteration 183Q: 3 clusters Score -2110117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2110128.000000 Penalty: 4869.422852
	Iteration 184Q: 3 clusters Score -2110128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2110131.250000 Penalty: 4869.422852
	Iteration 185Q: 3 clusters Score -2110131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2110142.250000 Penalty: 4869.422852
	Iteration 186Q: 3 clusters Score -2110142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2110149.000000 Penalty: 4869.422852
	Iteration 187Q: 3 clusters Score -2110149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2110154.750000 Penalty: 4869.422852
	Iteration 188Q: 3 clusters Score -2110155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2110160.250000 Penalty: 4869.422852
	Iteration 189Q: 3 clusters Score -2110160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2110164.000000 Penalty: 4869.422852
	Iteration 190Q: 3 clusters Score -2110164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2110168.750000 Penalty: 4869.422852
	Iteration 191Q: 3 clusters Score -2110169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2110175.750000 Penalty: 4869.422852
	Iteration 192Q: 3 clusters Score -2110176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2110187.250000 Penalty: 4869.422852
	Iteration 193Q: 3 clusters Score -2110187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2110198.500000 Penalty: 4869.422852
	Iteration 194Q: 3 clusters Score -2110198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2110199.500000 Penalty: 4869.422852
	Iteration 195Q: 3 clusters Score -2110200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2110205.250000 Penalty: 4869.422852
	Iteration 196Q: 3 clusters Score -2110205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2110205.250000 Penalty: 4869.422852
	Iteration 197Q: 3 clusters Score -2110205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2110210.750000 Penalty: 4869.422852
	Iteration 198Q: 3 clusters Score -2110211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2110213.500000 Penalty: 4869.422852
	Iteration 199Q: 3 clusters Score -2110214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2110215.500000 Penalty: 4869.422852
	Iteration 200F: 3 clusters Score -2110216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2110224.500000 Penalty: 4869.422852
	Iteration 201Q: 3 clusters Score -2110224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2110229.250000 Penalty: 4869.422852
	Iteration 202Q: 3 clusters Score -2110229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2110228.750000 Penalty: 4869.422852
	Iteration 203Q: 3 clusters Score -2110229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2110234.500000 Penalty: 4869.422852
	Iteration 204Q: 3 clusters Score -2110234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2110233.000000 Penalty: 4869.422852
	Iteration 205Q: 3 clusters Score -2110233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2110237.750000 Penalty: 4869.422852
	Iteration 206Q: 3 clusters Score -2110238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2110240.750000 Penalty: 4869.422852
	Iteration 207Q: 3 clusters Score -2110241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2110241.500000 Penalty: 4869.422852
	Iteration 208Q: 3 clusters Score -2110242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2110243.500000 Penalty: 4869.422852
	Iteration 209Q: 3 clusters Score -2110244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2110245.250000 Penalty: 4869.422852
	Iteration 210Q: 3 clusters Score -2110245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2110249.750000 Penalty: 4869.422852
	Iteration 211Q: 3 clusters Score -2110250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2110249.500000 Penalty: 4869.422852
	Iteration 212Q: 3 clusters Score -2110250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2110253.000000 Penalty: 4869.422852
	Iteration 213Q: 3 clusters Score -2110253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2110249.500000 Penalty: 4869.422852
	Iteration 214Q: 3 clusters Score -2110250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2110251.250000 Penalty: 4869.422852
	Iteration 215Q: 3 clusters Score -2110251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2110249.500000 Penalty: 4869.422852
	Iteration 216Q: 3 clusters Score -2110250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2110249.000000 Penalty: 4869.422852
	Iteration 217Q: 3 clusters Score -2110249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2110251.500000 Penalty: 4869.422852
	Iteration 218Q: 3 clusters Score -2110252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2110251.250000 Penalty: 4869.422852
	Iteration 219Q: 3 clusters Score -2110251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2110251.250000 Penalty: 4869.422852
	Iteration 220F: 3 clusters Score -2110251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Entering Unmasked Estep 
Score: -2488017.500000 Penalty: 2484.004395
	Iteration 0F: 2 clusters Score -2488018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2472360.750000 Penalty: 4968.008789
	Iteration 0F: 3 clusters Score -2472361 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2478410.500000 Penalty: 4968.008789
	Iteration 1F: 3 clusters Score -2478410 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2479404.500000 Penalty: 4968.008789
	Iteration 2F: 3 clusters Score -2479404 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2480221.500000 Penalty: 4968.008789
	Iteration 3F: 3 clusters Score -2480222 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2480892.500000 Penalty: 4968.008789
	Iteration 4F: 3 clusters Score -2480892 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2481456.000000 Penalty: 4968.008789
	Iteration 5F: 3 clusters Score -2481456 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2482024.000000 Penalty: 4968.008789
	Iteration 6Q: 3 clusters Score -2482024 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2482567.500000 Penalty: 4968.008789
	Iteration 7Q: 3 clusters Score -2482568 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2483136.000000 Penalty: 4968.008789
	Iteration 8Q: 3 clusters Score -2483136 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2483571.000000 Penalty: 4968.008789
	Iteration 9Q: 3 clusters Score -2483571 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2483856.500000 Penalty: 4968.008789
	Iteration 10Q: 3 clusters Score -2483856 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2484064.000000 Penalty: 4968.008789
	Iteration 11Q: 3 clusters Score -2484064 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2484205.250000 Penalty: 4968.008789
	Iteration 12Q: 3 clusters Score -2484205 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2484305.750000 Penalty: 4968.008789
	Iteration 13Q: 3 clusters Score -2484306 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2484394.250000 Penalty: 4968.008789
	Iteration 14Q: 3 clusters Score -2484394 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2484459.250000 Penalty: 4968.008789
	Iteration 15Q: 3 clusters Score -2484459 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2484499.750000 Penalty: 4968.008789
	Iteration 16Q: 3 clusters Score -2484500 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2484522.000000 Penalty: 4968.008789
	Iteration 17Q: 3 clusters Score -2484522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2484549.750000 Penalty: 4968.008789
	Iteration 18Q: 3 clusters Score -2484550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2484574.000000 Penalty: 4968.008789
	Iteration 19Q: 3 clusters Score -2484574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2484613.750000 Penalty: 4968.008789
	Iteration 20F: 3 clusters Score -2484614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2484631.750000 Penalty: 4968.008789
	Iteration 21Q: 3 clusters Score -2484632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2484658.250000 Penalty: 4968.008789
	Iteration 22Q: 3 clusters Score -2484658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2484677.500000 Penalty: 4968.008789
	Iteration 23Q: 3 clusters Score -2484678 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2484698.500000 Penalty: 4968.008789
	Iteration 24Q: 3 clusters Score -2484698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2484718.250000 Penalty: 4968.008789
	Iteration 25Q: 3 clusters Score -2484718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2484727.000000 Penalty: 4968.008789
	Iteration 26Q: 3 clusters Score -2484727 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2484754.250000 Penalty: 4968.008789
	Iteration 27Q: 3 clusters Score -2484754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2484761.000000 Penalty: 4968.008789
	Iteration 28Q: 3 clusters Score -2484761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2484779.000000 Penalty: 4968.008789
	Iteration 29Q: 3 clusters Score -2484779 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2484798.250000 Penalty: 4968.008789
	Iteration 30Q: 3 clusters Score -2484798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2484831.000000 Penalty: 4968.008789
	Iteration 31Q: 3 clusters Score -2484831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2484857.750000 Penalty: 4968.008789
	Iteration 32Q: 3 clusters Score -2484858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2484880.000000 Penalty: 4968.008789
	Iteration 33Q: 3 clusters Score -2484880 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2484903.500000 Penalty: 4968.008789
	Iteration 34Q: 3 clusters Score -2484904 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2484930.000000 Penalty: 4968.008789
	Iteration 35Q: 3 clusters Score -2484930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2484966.000000 Penalty: 4968.008789
	Iteration 36Q: 3 clusters Score -2484966 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2484996.250000 Penalty: 4968.008789
	Iteration 37Q: 3 clusters Score -2484996 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2485045.250000 Penalty: 4968.008789
	Iteration 38Q: 3 clusters Score -2485045 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2485094.750000 Penalty: 4968.008789
	Iteration 39Q: 3 clusters Score -2485095 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2485142.000000 Penalty: 4968.008789
	Iteration 40F: 3 clusters Score -2485142 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2485203.500000 Penalty: 4968.008789
	Iteration 41Q: 3 clusters Score -2485204 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2485271.250000 Penalty: 4968.008789
	Iteration 42Q: 3 clusters Score -2485271 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2485333.000000 Penalty: 4968.008789
	Iteration 43Q: 3 clusters Score -2485333 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2485394.750000 Penalty: 4968.008789
	Iteration 44Q: 3 clusters Score -2485395 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2485463.750000 Penalty: 4968.008789
	Iteration 45Q: 3 clusters Score -2485464 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2485545.250000 Penalty: 4968.008789
	Iteration 46Q: 3 clusters Score -2485545 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2485628.250000 Penalty: 4968.008789
	Iteration 47Q: 3 clusters Score -2485628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2485713.500000 Penalty: 4968.008789
	Iteration 48Q: 3 clusters Score -2485714 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2485781.250000 Penalty: 4968.008789
	Iteration 49Q: 3 clusters Score -2485781 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2485858.000000 Penalty: 4968.008789
	Iteration 50Q: 3 clusters Score -2485858 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2485932.000000 Penalty: 4968.008789
	Iteration 51Q: 3 clusters Score -2485932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2485999.500000 Penalty: 4968.008789
	Iteration 52Q: 3 clusters Score -2486000 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2486058.000000 Penalty: 4968.008789
	Iteration 53Q: 3 clusters Score -2486058 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2486126.750000 Penalty: 4968.008789
	Iteration 54Q: 3 clusters Score -2486127 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2486191.750000 Penalty: 4968.008789
	Iteration 55Q: 3 clusters Score -2486192 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2486246.500000 Penalty: 4968.008789
	Iteration 56Q: 3 clusters Score -2486246 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2486319.000000 Penalty: 4968.008789
	Iteration 57Q: 3 clusters Score -2486319 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2486393.000000 Penalty: 4968.008789
	Iteration 58Q: 3 clusters Score -2486393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2486455.000000 Penalty: 4968.008789
	Iteration 59Q: 3 clusters Score -2486455 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2486487.500000 Penalty: 4968.008789
	Iteration 60F: 3 clusters Score -2486488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2486533.500000 Penalty: 4968.008789
	Iteration 61Q: 3 clusters Score -2486534 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2486574.000000 Penalty: 4968.008789
	Iteration 62Q: 3 clusters Score -2486574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2486601.250000 Penalty: 4968.008789
	Iteration 63Q: 3 clusters Score -2486601 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2486640.750000 Penalty: 4968.008789
	Iteration 64Q: 3 clusters Score -2486641 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2486677.250000 Penalty: 4968.008789
	Iteration 65Q: 3 clusters Score -2486677 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2486703.500000 Penalty: 4968.008789
	Iteration 66Q: 3 clusters Score -2486704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2486718.750000 Penalty: 4968.008789
	Iteration 67Q: 3 clusters Score -2486719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2486737.500000 Penalty: 4968.008789
	Iteration 68Q: 3 clusters Score -2486738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2486760.250000 Penalty: 4968.008789
	Iteration 69Q: 3 clusters Score -2486760 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2486793.500000 Penalty: 4968.008789
	Iteration 70Q: 3 clusters Score -2486794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2486835.750000 Penalty: 4968.008789
	Iteration 71Q: 3 clusters Score -2486836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2486866.250000 Penalty: 4968.008789
	Iteration 72Q: 3 clusters Score -2486866 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2486905.000000 Penalty: 4968.008789
	Iteration 73Q: 3 clusters Score -2486905 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2486937.500000 Penalty: 4968.008789
	Iteration 74Q: 3 clusters Score -2486938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2486974.750000 Penalty: 4968.008789
	Iteration 75Q: 3 clusters Score -2486975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2487017.500000 Penalty: 4968.008789
	Iteration 76Q: 3 clusters Score -2487018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2487050.000000 Penalty: 4968.008789
	Iteration 77Q: 3 clusters Score -2487050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2487080.500000 Penalty: 4968.008789
	Iteration 78Q: 3 clusters Score -2487080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2487110.500000 Penalty: 4968.008789
	Iteration 79Q: 3 clusters Score -2487110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2487128.000000 Penalty: 4968.008789
	Iteration 80F: 3 clusters Score -2487128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2487142.750000 Penalty: 4968.008789
	Iteration 81Q: 3 clusters Score -2487143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2487143.750000 Penalty: 4968.008789
	Iteration 82Q: 3 clusters Score -2487144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2487149.750000 Penalty: 4968.008789
	Iteration 83Q: 3 clusters Score -2487150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2487157.750000 Penalty: 4968.008789
	Iteration 84Q: 3 clusters Score -2487158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2487164.250000 Penalty: 4968.008789
	Iteration 85Q: 3 clusters Score -2487164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2487164.250000 Penalty: 4968.008789
	Iteration 86Q: 3 clusters Score -2487164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2487166.000000 Penalty: 4968.008789
	Iteration 87Q: 3 clusters Score -2487166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2487167.000000 Penalty: 4968.008789
	Iteration 88Q: 3 clusters Score -2487167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2487167.500000 Penalty: 4968.008789
	Iteration 89Q: 3 clusters Score -2487168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2487167.500000 Penalty: 4968.008789
	Iteration 90F: 3 clusters Score -2487168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (167116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Entering Unmasked Estep 
Score: -20060998.000000 Penalty: 2982.558105
	Iteration 0F: 2 clusters Score -2.0061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -19951962.000000 Penalty: 5965.116211
	Iteration 0F: 3 clusters Score -1.995196e+07 nChanged 79982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -19998742.000000 Penalty: 5965.116211
	Iteration 1F: 3 clusters Score -1.999874e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -19999770.000000 Penalty: 5965.116211
	Iteration 2Q: 3 clusters Score -1.999977e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -20001084.000000 Penalty: 5965.116211
	Iteration 3Q: 3 clusters Score -2.000108e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -20002974.000000 Penalty: 5965.116211
	Iteration 4Q: 3 clusters Score -2.000297e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -20006276.000000 Penalty: 5965.116211
	Iteration 5Q: 3 clusters Score -2.000628e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -20012038.000000 Penalty: 5965.116211
	Iteration 6F: 3 clusters Score -2.001204e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -20020640.000000 Penalty: 5965.116211
	Iteration 7F: 3 clusters Score -2.002064e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -20031078.000000 Penalty: 5965.116211
	Iteration 8F: 3 clusters Score -2.003108e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135759 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -20041336.000000 Penalty: 5965.116211
	Iteration 9F: 3 clusters Score -2.004134e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -20048516.000000 Penalty: 5965.116211
	Iteration 10Q: 3 clusters Score -2.004852e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -20052414.000000 Penalty: 5965.116211
	Iteration 11Q: 3 clusters Score -2.005241e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147612 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -20054342.000000 Penalty: 5965.116211
	Iteration 12Q: 3 clusters Score -2.005434e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -20055428.000000 Penalty: 5965.116211
	Iteration 13Q: 3 clusters Score -2.005543e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -20056226.000000 Penalty: 5965.116211
	Iteration 14Q: 3 clusters Score -2.005623e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -20056896.000000 Penalty: 5965.116211
	Iteration 15Q: 3 clusters Score -2.00569e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154497 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -20057364.000000 Penalty: 5965.116211
	Iteration 16Q: 3 clusters Score -2.005736e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155775 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -20057854.000000 Penalty: 5965.116211
	Iteration 17Q: 3 clusters Score -2.005785e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156891 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -20058192.000000 Penalty: 5965.116211
	Iteration 18Q: 3 clusters Score -2.005819e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -20058388.000000 Penalty: 5965.116211
	Iteration 19Q: 3 clusters Score -2.005839e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -20058642.000000 Penalty: 5965.116211
	Iteration 20F: 3 clusters Score -2.005864e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -20058834.000000 Penalty: 5965.116211
	Iteration 21Q: 3 clusters Score -2.005883e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -20058956.000000 Penalty: 5965.116211
	Iteration 22Q: 3 clusters Score -2.005896e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160975 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -20059078.000000 Penalty: 5965.116211
	Iteration 23Q: 3 clusters Score -2.005908e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161497 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -20059208.000000 Penalty: 5965.116211
	Iteration 24Q: 3 clusters Score -2.005921e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161945 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -20059292.000000 Penalty: 5965.116211
	Iteration 25Q: 3 clusters Score -2.005929e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162309 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -20059328.000000 Penalty: 5965.116211
	Iteration 26Q: 3 clusters Score -2.005933e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162626 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -20059300.000000 Penalty: 5965.116211
	Iteration 27Q: 3 clusters Score -2.00593e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162919 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -20059346.000000 Penalty: 5965.116211
	Iteration 28Q: 3 clusters Score -2.005935e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -20059354.000000 Penalty: 5965.116211
	Iteration 29Q: 3 clusters Score -2.005935e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163376 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -20059342.000000 Penalty: 5965.116211
	Iteration 30Q: 3 clusters Score -2.005934e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -20059308.000000 Penalty: 5965.116211
	Iteration 31Q: 3 clusters Score -2.005931e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20059334.000000 Penalty: 5965.116211
	Iteration 32Q: 3 clusters Score -2.005933e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163819 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -20059308.000000 Penalty: 5965.116211
	Iteration 33Q: 3 clusters Score -2.005931e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -20059322.000000 Penalty: 5965.116211
	Iteration 34Q: 3 clusters Score -2.005932e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -20059314.000000 Penalty: 5965.116211
	Iteration 35Q: 3 clusters Score -2.005931e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164115 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -20059316.000000 Penalty: 5965.116211
	Iteration 36Q: 3 clusters Score -2.005932e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -20059270.000000 Penalty: 5965.116211
	Iteration 37Q: 3 clusters Score -2.005927e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164261 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -20059310.000000 Penalty: 5965.116211
	Iteration 38Q: 3 clusters Score -2.005931e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -20059310.000000 Penalty: 5965.116211
	Iteration 39Q: 3 clusters Score -2.005931e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -20059296.000000 Penalty: 5965.116211
	Iteration 40F: 3 clusters Score -2.00593e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -20059264.000000 Penalty: 5965.116211
	Iteration 41Q: 3 clusters Score -2.005926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164486 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20059304.000000 Penalty: 5965.116211
	Iteration 42Q: 3 clusters Score -2.00593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164536 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -20059288.000000 Penalty: 5965.116211
	Iteration 43Q: 3 clusters Score -2.005929e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164579 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20059260.000000 Penalty: 5965.116211
	Iteration 44Q: 3 clusters Score -2.005926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -20059268.000000 Penalty: 5965.116211
	Iteration 45Q: 3 clusters Score -2.005927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20059256.000000 Penalty: 5965.116211
	Iteration 46Q: 3 clusters Score -2.005926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164667 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -20059278.000000 Penalty: 5965.116211
	Iteration 47Q: 3 clusters Score -2.005928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -20059286.000000 Penalty: 5965.116211
	Iteration 48Q: 3 clusters Score -2.005929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20059270.000000 Penalty: 5965.116211
	Iteration 49Q: 3 clusters Score -2.005927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -20059276.000000 Penalty: 5965.116211
	Iteration 50Q: 3 clusters Score -2.005928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -20059270.000000 Penalty: 5965.116211
	Iteration 51Q: 3 clusters Score -2.005927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164779 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -20059278.000000 Penalty: 5965.116211
	Iteration 52Q: 3 clusters Score -2.005928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164797 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -20059266.000000 Penalty: 5965.116211
	Iteration 53Q: 3 clusters Score -2.005927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164816 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -20059294.000000 Penalty: 5965.116211
	Iteration 54Q: 3 clusters Score -2.005929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -20059310.000000 Penalty: 5965.116211
	Iteration 55Q: 3 clusters Score -2.005931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -20059306.000000 Penalty: 5965.116211
	Iteration 56Q: 3 clusters Score -2.005931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164857 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -20059326.000000 Penalty: 5965.116211
	Iteration 57Q: 3 clusters Score -2.005933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -20059324.000000 Penalty: 5965.116211
	Iteration 58Q: 3 clusters Score -2.005932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164877 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -20059328.000000 Penalty: 5965.116211
	Iteration 59Q: 3 clusters Score -2.005933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164881 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20059336.000000 Penalty: 5965.116211
	Iteration 60F: 3 clusters Score -2.005934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164886 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -20059330.000000 Penalty: 5965.116211
	Iteration 61Q: 3 clusters Score -2.005933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -20059346.000000 Penalty: 5965.116211
	Iteration 62Q: 3 clusters Score -2.005935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164906 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -20059324.000000 Penalty: 5965.116211
	Iteration 63Q: 3 clusters Score -2.005932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -20059334.000000 Penalty: 5965.116211
	Iteration 64Q: 3 clusters Score -2.005933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164931 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -20059332.000000 Penalty: 5965.116211
	Iteration 65Q: 3 clusters Score -2.005933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -20059340.000000 Penalty: 5965.116211
	Iteration 66Q: 3 clusters Score -2.005934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164948 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -20059340.000000 Penalty: 5965.116211
	Iteration 67Q: 3 clusters Score -2.005934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20059334.000000 Penalty: 5965.116211
	Iteration 68Q: 3 clusters Score -2.005933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20059334.000000 Penalty: 5965.116211
	Iteration 69Q: 3 clusters Score -2.005933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164983 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -20059352.000000 Penalty: 5965.116211
	Iteration 70Q: 3 clusters Score -2.005935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165000 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -20059358.000000 Penalty: 5965.116211
	Iteration 71Q: 3 clusters Score -2.005936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165014 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20059350.000000 Penalty: 5965.116211
	Iteration 72Q: 3 clusters Score -2.005935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165023 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -20059350.000000 Penalty: 5965.116211
	Iteration 73Q: 3 clusters Score -2.005935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165032 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20059338.000000 Penalty: 5965.116211
	Iteration 74Q: 3 clusters Score -2.005934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165044 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -20059326.000000 Penalty: 5965.116211
	Iteration 75Q: 3 clusters Score -2.005933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165055 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -20059348.000000 Penalty: 5965.116211
	Iteration 76Q: 3 clusters Score -2.005935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20059338.000000 Penalty: 5965.116211
	Iteration 77Q: 3 clusters Score -2.005934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20059338.000000 Penalty: 5965.116211
	Iteration 78Q: 3 clusters Score -2.005934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -20059338.000000 Penalty: 5965.116211
	Iteration 79Q: 3 clusters Score -2.005934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165092 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20059332.000000 Penalty: 5965.116211
	Iteration 80F: 3 clusters Score -2.005933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -20059332.000000 Penalty: 5965.116211
	Iteration 81Q: 3 clusters Score -2.005933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165100 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -20059334.000000 Penalty: 5965.116211
	Iteration 82Q: 3 clusters Score -2.005933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20059340.000000 Penalty: 5965.116211
	Iteration 83Q: 3 clusters Score -2.005934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165108 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -20059344.000000 Penalty: 5965.116211
	Iteration 84Q: 3 clusters Score -2.005934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20059342.000000 Penalty: 5965.116211
	Iteration 85Q: 3 clusters Score -2.005934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20059336.000000 Penalty: 5965.116211
	Iteration 86Q: 3 clusters Score -2.005934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165125 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -20059344.000000 Penalty: 5965.116211
	Iteration 87Q: 3 clusters Score -2.005934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -20059334.000000 Penalty: 5965.116211
	Iteration 88Q: 3 clusters Score -2.005933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165132 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -20059330.000000 Penalty: 5965.116211
	Iteration 89Q: 3 clusters Score -2.005933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -20059328.000000 Penalty: 5965.116211
	Iteration 90Q: 3 clusters Score -2.005933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -20059328.000000 Penalty: 5965.116211
	Iteration 91F: 3 clusters Score -2.005933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Entering Unmasked Estep 
Score: -9633765.000000 Penalty: 2803.964111
	Iteration 0F: 2 clusters Score -9633765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -9579639.000000 Penalty: 5607.928223
	Iteration 0F: 3 clusters Score -9579639 nChanged 38103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -9601466.000000 Penalty: 5607.928223
	Iteration 1F: 3 clusters Score -9601466 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -9602703.000000 Penalty: 5607.928223
	Iteration 2Q: 3 clusters Score -9602703 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -9604571.000000 Penalty: 5607.928223
	Iteration 3Q: 3 clusters Score -9604571 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -9607706.000000 Penalty: 5607.928223
	Iteration 4F: 3 clusters Score -9607706 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -9612389.000000 Penalty: 5607.928223
	Iteration 5F: 3 clusters Score -9612389 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -9617954.000000 Penalty: 5607.928223
	Iteration 6F: 3 clusters Score -9617954 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -9622738.000000 Penalty: 5607.928223
	Iteration 7F: 3 clusters Score -9622738 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -9626052.000000 Penalty: 5607.928223
	Iteration 8F: 3 clusters Score -9626052 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -9628212.000000 Penalty: 5607.928223
	Iteration 9Q: 3 clusters Score -9628212 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -9629500.000000 Penalty: 5607.928223
	Iteration 10Q: 3 clusters Score -9629500 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9630340.000000 Penalty: 5607.928223
	Iteration 11Q: 3 clusters Score -9630340 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9630763.000000 Penalty: 5607.928223
	Iteration 12Q: 3 clusters Score -9630763 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9631021.000000 Penalty: 5607.928223
	Iteration 13Q: 3 clusters Score -9631021 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9631212.000000 Penalty: 5607.928223
	Iteration 14Q: 3 clusters Score -9631212 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9631332.000000 Penalty: 5607.928223
	Iteration 15Q: 3 clusters Score -9631332 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9631412.000000 Penalty: 5607.928223
	Iteration 16Q: 3 clusters Score -9631412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9631462.000000 Penalty: 5607.928223
	Iteration 17Q: 3 clusters Score -9631462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9631515.000000 Penalty: 5607.928223
	Iteration 18Q: 3 clusters Score -9631515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9631546.000000 Penalty: 5607.928223
	Iteration 19Q: 3 clusters Score -9631546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9631577.000000 Penalty: 5607.928223
	Iteration 20F: 3 clusters Score -9631577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9631588.000000 Penalty: 5607.928223
	Iteration 21Q: 3 clusters Score -9631588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9631595.000000 Penalty: 5607.928223
	Iteration 22Q: 3 clusters Score -9631595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9631614.000000 Penalty: 5607.928223
	Iteration 23Q: 3 clusters Score -9631614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9631631.000000 Penalty: 5607.928223
	Iteration 24Q: 3 clusters Score -9631631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9631627.000000 Penalty: 5607.928223
	Iteration 25Q: 3 clusters Score -9631627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9631641.000000 Penalty: 5607.928223
	Iteration 26Q: 3 clusters Score -9631641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9631651.000000 Penalty: 5607.928223
	Iteration 27Q: 3 clusters Score -9631651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9631645.000000 Penalty: 5607.928223
	Iteration 28Q: 3 clusters Score -9631645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9631651.000000 Penalty: 5607.928223
	Iteration 29Q: 3 clusters Score -9631651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9631656.000000 Penalty: 5607.928223
	Iteration 30Q: 3 clusters Score -9631656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9631653.000000 Penalty: 5607.928223
	Iteration 31Q: 3 clusters Score -9631653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9631660.000000 Penalty: 5607.928223
	Iteration 32Q: 3 clusters Score -9631660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9631658.000000 Penalty: 5607.928223
	Iteration 33Q: 3 clusters Score -9631658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9631655.000000 Penalty: 5607.928223
	Iteration 34Q: 3 clusters Score -9631655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9631658.000000 Penalty: 5607.928223
	Iteration 35Q: 3 clusters Score -9631658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9631658.000000 Penalty: 5607.928223
	Iteration 36F: 3 clusters Score -9631658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -870091.875000 Penalty: 2206.014160
	Iteration 0F: 2 clusters Score -870091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -864164.937500 Penalty: 4412.028320
	Iteration 0F: 3 clusters Score -864164.9 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -865692.437500 Penalty: 4412.028320
	Iteration 1F: 3 clusters Score -865692.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -865993.375000 Penalty: 4412.028320
	Iteration 2F: 3 clusters Score -865993.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -866210.125000 Penalty: 4412.028320
	Iteration 3F: 3 clusters Score -866210.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -866364.562500 Penalty: 4412.028320
	Iteration 4Q: 3 clusters Score -866364.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -866499.812500 Penalty: 4412.028320
	Iteration 5Q: 3 clusters Score -866499.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -866627.187500 Penalty: 4412.028320
	Iteration 6Q: 3 clusters Score -866627.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -866763.187500 Penalty: 4412.028320
	Iteration 7Q: 3 clusters Score -866763.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -866898.000000 Penalty: 4412.028320
	Iteration 8Q: 3 clusters Score -866898 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -867031.062500 Penalty: 4412.028320
	Iteration 9Q: 3 clusters Score -867031.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -867179.187500 Penalty: 4412.028320
	Iteration 10Q: 3 clusters Score -867179.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -867299.875000 Penalty: 4412.028320
	Iteration 11Q: 3 clusters Score -867299.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -867429.000000 Penalty: 4412.028320
	Iteration 12Q: 3 clusters Score -867429 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -867563.937500 Penalty: 4412.028320
	Iteration 13Q: 3 clusters Score -867563.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -867694.750000 Penalty: 4412.028320
	Iteration 14Q: 3 clusters Score -867694.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -867802.750000 Penalty: 4412.028320
	Iteration 15Q: 3 clusters Score -867802.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -867892.312500 Penalty: 4412.028320
	Iteration 16Q: 3 clusters Score -867892.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -867978.500000 Penalty: 4412.028320
	Iteration 17Q: 3 clusters Score -867978.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -868054.500000 Penalty: 4412.028320
	Iteration 18Q: 3 clusters Score -868054.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -868129.437500 Penalty: 4412.028320
	Iteration 19Q: 3 clusters Score -868129.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -868192.625000 Penalty: 4412.028320
	Iteration 20F: 3 clusters Score -868192.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -868240.000000 Penalty: 4412.028320
	Iteration 21Q: 3 clusters Score -868240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -868284.812500 Penalty: 4412.028320
	Iteration 22Q: 3 clusters Score -868284.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -868316.437500 Penalty: 4412.028320
	Iteration 23Q: 3 clusters Score -868316.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -868344.750000 Penalty: 4412.028320
	Iteration 24Q: 3 clusters Score -868344.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -868367.500000 Penalty: 4412.028320
	Iteration 25Q: 3 clusters Score -868367.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -868388.000000 Penalty: 4412.028320
	Iteration 26Q: 3 clusters Score -868388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -868404.375000 Penalty: 4412.028320
	Iteration 27Q: 3 clusters Score -868404.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -868422.375000 Penalty: 4412.028320
	Iteration 28Q: 3 clusters Score -868422.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -868438.687500 Penalty: 4412.028320
	Iteration 29Q: 3 clusters Score -868438.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -868452.812500 Penalty: 4412.028320
	Iteration 30Q: 3 clusters Score -868452.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -868463.062500 Penalty: 4412.028320
	Iteration 31Q: 3 clusters Score -868463.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -868473.187500 Penalty: 4412.028320
	Iteration 32Q: 3 clusters Score -868473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -868479.625000 Penalty: 4412.028320
	Iteration 33Q: 3 clusters Score -868479.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -868486.375000 Penalty: 4412.028320
	Iteration 34Q: 3 clusters Score -868486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -868489.187500 Penalty: 4412.028320
	Iteration 35Q: 3 clusters Score -868489.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -868495.500000 Penalty: 4412.028320
	Iteration 36Q: 3 clusters Score -868495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -868500.250000 Penalty: 4412.028320
	Iteration 37Q: 3 clusters Score -868500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -868501.000000 Penalty: 4412.028320
	Iteration 38Q: 3 clusters Score -868501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -868507.250000 Penalty: 4412.028320
	Iteration 39Q: 3 clusters Score -868507.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -868510.750000 Penalty: 4412.028320
	Iteration 40F: 3 clusters Score -868510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -868514.312500 Penalty: 4412.028320
	Iteration 41Q: 3 clusters Score -868514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -868517.000000 Penalty: 4412.028320
	Iteration 42Q: 3 clusters Score -868517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -868521.500000 Penalty: 4412.028320
	Iteration 43Q: 3 clusters Score -868521.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -868523.937500 Penalty: 4412.028320
	Iteration 44Q: 3 clusters Score -868523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -868524.625000 Penalty: 4412.028320
	Iteration 45Q: 3 clusters Score -868524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -868523.750000 Penalty: 4412.028320
	Iteration 46Q: 3 clusters Score -868523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -868523.750000 Penalty: 4412.028320
	Iteration 47F: 3 clusters Score -868523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Entering Unmasked Estep 
Score: -1401400.250000 Penalty: 2339.801270
	Iteration 0F: 2 clusters Score -1401400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1392077.375000 Penalty: 4679.602539
	Iteration 0F: 3 clusters Score -1392077 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1395029.625000 Penalty: 4679.602539
	Iteration 1F: 3 clusters Score -1395030 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1395449.875000 Penalty: 4679.602539
	Iteration 2F: 3 clusters Score -1395450 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1395801.000000 Penalty: 4679.602539
	Iteration 3F: 3 clusters Score -1395801 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1396108.125000 Penalty: 4679.602539
	Iteration 4F: 3 clusters Score -1396108 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1396394.875000 Penalty: 4679.602539
	Iteration 5Q: 3 clusters Score -1396395 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1396684.000000 Penalty: 4679.602539
	Iteration 6Q: 3 clusters Score -1396684 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1397014.250000 Penalty: 4679.602539
	Iteration 7Q: 3 clusters Score -1397014 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1397352.375000 Penalty: 4679.602539
	Iteration 8Q: 3 clusters Score -1397352 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1397723.250000 Penalty: 4679.602539
	Iteration 9Q: 3 clusters Score -1397723 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1398114.500000 Penalty: 4679.602539
	Iteration 10Q: 3 clusters Score -1398114 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1398464.125000 Penalty: 4679.602539
	Iteration 11Q: 3 clusters Score -1398464 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1398702.875000 Penalty: 4679.602539
	Iteration 12Q: 3 clusters Score -1398703 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1398835.125000 Penalty: 4679.602539
	Iteration 13Q: 3 clusters Score -1398835 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1398919.750000 Penalty: 4679.602539
	Iteration 14Q: 3 clusters Score -1398920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1398968.125000 Penalty: 4679.602539
	Iteration 15Q: 3 clusters Score -1398968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1399000.875000 Penalty: 4679.602539
	Iteration 16Q: 3 clusters Score -1399001 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1399025.250000 Penalty: 4679.602539
	Iteration 17Q: 3 clusters Score -1399025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1399037.250000 Penalty: 4679.602539
	Iteration 18Q: 3 clusters Score -1399037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1399047.625000 Penalty: 4679.602539
	Iteration 19Q: 3 clusters Score -1399048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1399052.375000 Penalty: 4679.602539
	Iteration 20F: 3 clusters Score -1399052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1399062.625000 Penalty: 4679.602539
	Iteration 21Q: 3 clusters Score -1399063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1399073.000000 Penalty: 4679.602539
	Iteration 22Q: 3 clusters Score -1399073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1399086.250000 Penalty: 4679.602539
	Iteration 23Q: 3 clusters Score -1399086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1399102.500000 Penalty: 4679.602539
	Iteration 24Q: 3 clusters Score -1399102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1399119.125000 Penalty: 4679.602539
	Iteration 25Q: 3 clusters Score -1399119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1399132.750000 Penalty: 4679.602539
	Iteration 26Q: 3 clusters Score -1399133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1399153.875000 Penalty: 4679.602539
	Iteration 27Q: 3 clusters Score -1399154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1399179.250000 Penalty: 4679.602539
	Iteration 28Q: 3 clusters Score -1399179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1399194.750000 Penalty: 4679.602539
	Iteration 29Q: 3 clusters Score -1399195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1399212.250000 Penalty: 4679.602539
	Iteration 30Q: 3 clusters Score -1399212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1399226.500000 Penalty: 4679.602539
	Iteration 31Q: 3 clusters Score -1399226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1399238.000000 Penalty: 4679.602539
	Iteration 32Q: 3 clusters Score -1399238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1399248.000000 Penalty: 4679.602539
	Iteration 33Q: 3 clusters Score -1399248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1399263.000000 Penalty: 4679.602539
	Iteration 34Q: 3 clusters Score -1399263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1399274.125000 Penalty: 4679.602539
	Iteration 35Q: 3 clusters Score -1399274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1399290.625000 Penalty: 4679.602539
	Iteration 36Q: 3 clusters Score -1399291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1399297.750000 Penalty: 4679.602539
	Iteration 37Q: 3 clusters Score -1399298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1399311.500000 Penalty: 4679.602539
	Iteration 38Q: 3 clusters Score -1399312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1399323.375000 Penalty: 4679.602539
	Iteration 39Q: 3 clusters Score -1399323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1399336.875000 Penalty: 4679.602539
	Iteration 40F: 3 clusters Score -1399337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1399353.500000 Penalty: 4679.602539
	Iteration 41Q: 3 clusters Score -1399354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1399370.000000 Penalty: 4679.602539
	Iteration 42Q: 3 clusters Score -1399370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1399388.375000 Penalty: 4679.602539
	Iteration 43Q: 3 clusters Score -1399388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1399401.875000 Penalty: 4679.602539
	Iteration 44Q: 3 clusters Score -1399402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1399410.250000 Penalty: 4679.602539
	Iteration 45Q: 3 clusters Score -1399410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1399418.875000 Penalty: 4679.602539
	Iteration 46Q: 3 clusters Score -1399419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1399426.375000 Penalty: 4679.602539
	Iteration 47Q: 3 clusters Score -1399426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1399435.875000 Penalty: 4679.602539
	Iteration 48Q: 3 clusters Score -1399436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1399450.125000 Penalty: 4679.602539
	Iteration 49Q: 3 clusters Score -1399450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1399467.875000 Penalty: 4679.602539
	Iteration 50Q: 3 clusters Score -1399468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1399492.000000 Penalty: 4679.602539
	Iteration 51Q: 3 clusters Score -1399492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1399516.625000 Penalty: 4679.602539
	Iteration 52Q: 3 clusters Score -1399517 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1399543.000000 Penalty: 4679.602539
	Iteration 53Q: 3 clusters Score -1399543 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1399571.500000 Penalty: 4679.602539
	Iteration 54Q: 3 clusters Score -1399572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1399606.875000 Penalty: 4679.602539
	Iteration 55Q: 3 clusters Score -1399607 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1399638.125000 Penalty: 4679.602539
	Iteration 56Q: 3 clusters Score -1399638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1399667.750000 Penalty: 4679.602539
	Iteration 57Q: 3 clusters Score -1399668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1399686.625000 Penalty: 4679.602539
	Iteration 58Q: 3 clusters Score -1399687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1399700.125000 Penalty: 4679.602539
	Iteration 59Q: 3 clusters Score -1399700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1399717.125000 Penalty: 4679.602539
	Iteration 60F: 3 clusters Score -1399717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1399725.000000 Penalty: 4679.602539
	Iteration 61Q: 3 clusters Score -1399725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1399738.625000 Penalty: 4679.602539
	Iteration 62Q: 3 clusters Score -1399739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1399747.500000 Penalty: 4679.602539
	Iteration 63Q: 3 clusters Score -1399748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1399750.875000 Penalty: 4679.602539
	Iteration 64Q: 3 clusters Score -1399751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1399755.625000 Penalty: 4679.602539
	Iteration 65Q: 3 clusters Score -1399756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1399759.125000 Penalty: 4679.602539
	Iteration 66Q: 3 clusters Score -1399759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1399762.250000 Penalty: 4679.602539
	Iteration 67Q: 3 clusters Score -1399762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1399762.000000 Penalty: 4679.602539
	Iteration 68Q: 3 clusters Score -1399762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1399764.000000 Penalty: 4679.602539
	Iteration 69Q: 3 clusters Score -1399764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1399766.000000 Penalty: 4679.602539
	Iteration 70Q: 3 clusters Score -1399766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1399768.000000 Penalty: 4679.602539
	Iteration 71Q: 3 clusters Score -1399768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1399772.250000 Penalty: 4679.602539
	Iteration 72Q: 3 clusters Score -1399772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1399770.375000 Penalty: 4679.602539
	Iteration 73Q: 3 clusters Score -1399770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1399771.875000 Penalty: 4679.602539
	Iteration 74Q: 3 clusters Score -1399772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1399771.875000 Penalty: 4679.602539
	Iteration 75F: 3 clusters Score -1399772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Entering Unmasked Estep 
Score: -3517815.750000 Penalty: 2561.717773
	Iteration 0F: 2 clusters Score -3517816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3496894.500000 Penalty: 5123.435547
	Iteration 0F: 3 clusters Score -3496894 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3504429.750000 Penalty: 5123.435547
	Iteration 1F: 3 clusters Score -3504430 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3504930.500000 Penalty: 5123.435547
	Iteration 2Q: 3 clusters Score -3504930 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3505457.250000 Penalty: 5123.435547
	Iteration 3Q: 3 clusters Score -3505457 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3506028.500000 Penalty: 5123.435547
	Iteration 4Q: 3 clusters Score -3506028 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3506724.750000 Penalty: 5123.435547
	Iteration 5Q: 3 clusters Score -3506725 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3507592.750000 Penalty: 5123.435547
	Iteration 6F: 3 clusters Score -3507593 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3508632.500000 Penalty: 5123.435547
	Iteration 7F: 3 clusters Score -3508632 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3509891.250000 Penalty: 5123.435547
	Iteration 8F: 3 clusters Score -3509891 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3511379.500000 Penalty: 5123.435547
	Iteration 9F: 3 clusters Score -3511380 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3512750.750000 Penalty: 5123.435547
	Iteration 10F: 3 clusters Score -3512751 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3513837.000000 Penalty: 5123.435547
	Iteration 11Q: 3 clusters Score -3513837 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3514599.750000 Penalty: 5123.435547
	Iteration 12Q: 3 clusters Score -3514600 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3515031.000000 Penalty: 5123.435547
	Iteration 13Q: 3 clusters Score -3515031 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3515346.000000 Penalty: 5123.435547
	Iteration 14Q: 3 clusters Score -3515346 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3515548.750000 Penalty: 5123.435547
	Iteration 15Q: 3 clusters Score -3515549 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3515738.500000 Penalty: 5123.435547
	Iteration 16Q: 3 clusters Score -3515738 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3515868.000000 Penalty: 5123.435547
	Iteration 17Q: 3 clusters Score -3515868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3515970.250000 Penalty: 5123.435547
	Iteration 18Q: 3 clusters Score -3515970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3516040.750000 Penalty: 5123.435547
	Iteration 19Q: 3 clusters Score -3516041 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3516090.000000 Penalty: 5123.435547
	Iteration 20F: 3 clusters Score -3516090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3516123.500000 Penalty: 5123.435547
	Iteration 21Q: 3 clusters Score -3516124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3516140.750000 Penalty: 5123.435547
	Iteration 22Q: 3 clusters Score -3516141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3516157.500000 Penalty: 5123.435547
	Iteration 23Q: 3 clusters Score -3516158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3516166.500000 Penalty: 5123.435547
	Iteration 24Q: 3 clusters Score -3516166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3516177.250000 Penalty: 5123.435547
	Iteration 25Q: 3 clusters Score -3516177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3516190.000000 Penalty: 5123.435547
	Iteration 26Q: 3 clusters Score -3516190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3516199.000000 Penalty: 5123.435547
	Iteration 27Q: 3 clusters Score -3516199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3516203.250000 Penalty: 5123.435547
	Iteration 28Q: 3 clusters Score -3516203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3516213.250000 Penalty: 5123.435547
	Iteration 29Q: 3 clusters Score -3516213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3516214.750000 Penalty: 5123.435547
	Iteration 30Q: 3 clusters Score -3516215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3516221.750000 Penalty: 5123.435547
	Iteration 31Q: 3 clusters Score -3516222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3516222.500000 Penalty: 5123.435547
	Iteration 32Q: 3 clusters Score -3516222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3516227.250000 Penalty: 5123.435547
	Iteration 33Q: 3 clusters Score -3516227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3516235.500000 Penalty: 5123.435547
	Iteration 34Q: 3 clusters Score -3516236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3516239.250000 Penalty: 5123.435547
	Iteration 35Q: 3 clusters Score -3516239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3516241.500000 Penalty: 5123.435547
	Iteration 36Q: 3 clusters Score -3516242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3516241.250000 Penalty: 5123.435547
	Iteration 37Q: 3 clusters Score -3516241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3516239.750000 Penalty: 5123.435547
	Iteration 38Q: 3 clusters Score -3516240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3516239.750000 Penalty: 5123.435547
	Iteration 39F: 3 clusters Score -3516240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170453 members 
Entering Unmasked Estep 
Score: -20432448.000000 Penalty: 2987.461426
	Iteration 0F: 2 clusters Score -2.043245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 85284 members 
Entering Unmasked Estep 
Score: -20320296.000000 Penalty: 5974.922852
	Iteration 0F: 3 clusters Score -2.03203e+07 nChanged 81669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -20367600.000000 Penalty: 5974.922852
	Iteration 1F: 3 clusters Score -2.03676e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -20368692.000000 Penalty: 5974.922852
	Iteration 2Q: 3 clusters Score -2.036869e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -20370124.000000 Penalty: 5974.922852
	Iteration 3Q: 3 clusters Score -2.037012e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -20372260.000000 Penalty: 5974.922852
	Iteration 4Q: 3 clusters Score -2.037226e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -20374994.000000 Penalty: 5974.922852
	Iteration 5Q: 3 clusters Score -2.037499e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -20378394.000000 Penalty: 5974.922852
	Iteration 6F: 3 clusters Score -2.037839e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -20382884.000000 Penalty: 5974.922852
	Iteration 7F: 3 clusters Score -2.038288e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -20388282.000000 Penalty: 5974.922852
	Iteration 8F: 3 clusters Score -2.038828e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120178 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -20394174.000000 Penalty: 5974.922852
	Iteration 9F: 3 clusters Score -2.039417e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -20400192.000000 Penalty: 5974.922852
	Iteration 10F: 3 clusters Score -2.040019e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138704 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -20407088.000000 Penalty: 5974.922852
	Iteration 11F: 3 clusters Score -2.040709e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -20413928.000000 Penalty: 5974.922852
	Iteration 12F: 3 clusters Score -2.041393e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -20420342.000000 Penalty: 5974.922852
	Iteration 13Q: 3 clusters Score -2.042034e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161999 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -20425146.000000 Penalty: 5974.922852
	Iteration 14Q: 3 clusters Score -2.042515e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165873 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -20428046.000000 Penalty: 5974.922852
	Iteration 15Q: 3 clusters Score -2.042805e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167845 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -20429436.000000 Penalty: 5974.922852
	Iteration 16Q: 3 clusters Score -2.042944e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168745 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -20430202.000000 Penalty: 5974.922852
	Iteration 17Q: 3 clusters Score -2.04302e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20430600.000000 Penalty: 5974.922852
	Iteration 18Q: 3 clusters Score -2.04306e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169304 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20430850.000000 Penalty: 5974.922852
	Iteration 19Q: 3 clusters Score -2.043085e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20430984.000000 Penalty: 5974.922852
	Iteration 20F: 3 clusters Score -2.043098e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -20431158.000000 Penalty: 5974.922852
	Iteration 21Q: 3 clusters Score -2.043116e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20431206.000000 Penalty: 5974.922852
	Iteration 22Q: 3 clusters Score -2.043121e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -20431232.000000 Penalty: 5974.922852
	Iteration 23Q: 3 clusters Score -2.043123e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169317 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -20431256.000000 Penalty: 5974.922852
	Iteration 24Q: 3 clusters Score -2.043126e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20431302.000000 Penalty: 5974.922852
	Iteration 25Q: 3 clusters Score -2.04313e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169279 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20431318.000000 Penalty: 5974.922852
	Iteration 26Q: 3 clusters Score -2.043132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169269 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20431344.000000 Penalty: 5974.922852
	Iteration 27Q: 3 clusters Score -2.043134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -20431338.000000 Penalty: 5974.922852
	Iteration 28Q: 3 clusters Score -2.043134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169255 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20431348.000000 Penalty: 5974.922852
	Iteration 29Q: 3 clusters Score -2.043135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20431360.000000 Penalty: 5974.922852
	Iteration 30Q: 3 clusters Score -2.043136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20431346.000000 Penalty: 5974.922852
	Iteration 31Q: 3 clusters Score -2.043135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20431364.000000 Penalty: 5974.922852
	Iteration 32Q: 3 clusters Score -2.043136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169237 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20431350.000000 Penalty: 5974.922852
	Iteration 33Q: 3 clusters Score -2.043135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20431354.000000 Penalty: 5974.922852
	Iteration 34Q: 3 clusters Score -2.043135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169235 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20431364.000000 Penalty: 5974.922852
	Iteration 35Q: 3 clusters Score -2.043136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20431356.000000 Penalty: 5974.922852
	Iteration 36Q: 3 clusters Score -2.043136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20431356.000000 Penalty: 5974.922852
	Iteration 37F: 3 clusters Score -2.043136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Entering Unmasked Estep 
Score: -6099287.500000 Penalty: 2691.989990
	Iteration 0F: 2 clusters Score -6099288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6064424.000000 Penalty: 5383.979980
	Iteration 0F: 3 clusters Score -6064424 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6078132.000000 Penalty: 5383.979980
	Iteration 1F: 3 clusters Score -6078132 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -6078889.500000 Penalty: 5383.979980
	Iteration 2Q: 3 clusters Score -6078890 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6079944.500000 Penalty: 5383.979980
	Iteration 3Q: 3 clusters Score -6079944 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -6081225.000000 Penalty: 5383.979980
	Iteration 4Q: 3 clusters Score -6081225 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -6083069.000000 Penalty: 5383.979980
	Iteration 5F: 3 clusters Score -6083069 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -6085623.500000 Penalty: 5383.979980
	Iteration 6F: 3 clusters Score -6085624 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -6088497.000000 Penalty: 5383.979980
	Iteration 7F: 3 clusters Score -6088497 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6091311.500000 Penalty: 5383.979980
	Iteration 8F: 3 clusters Score -6091312 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -6093619.000000 Penalty: 5383.979980
	Iteration 9F: 3 clusters Score -6093619 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -6094905.000000 Penalty: 5383.979980
	Iteration 10Q: 3 clusters Score -6094905 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6095679.500000 Penalty: 5383.979980
	Iteration 11Q: 3 clusters Score -6095680 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -6096255.500000 Penalty: 5383.979980
	Iteration 12Q: 3 clusters Score -6096256 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6096603.000000 Penalty: 5383.979980
	Iteration 13Q: 3 clusters Score -6096603 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -6096933.500000 Penalty: 5383.979980
	Iteration 14Q: 3 clusters Score -6096934 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -6097155.000000 Penalty: 5383.979980
	Iteration 15Q: 3 clusters Score -6097155 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -6097332.500000 Penalty: 5383.979980
	Iteration 16Q: 3 clusters Score -6097332 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -6097385.500000 Penalty: 5383.979980
	Iteration 17Q: 3 clusters Score -6097386 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -6097435.500000 Penalty: 5383.979980
	Iteration 18Q: 3 clusters Score -6097436 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -6097475.000000 Penalty: 5383.979980
	Iteration 19Q: 3 clusters Score -6097475 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -6097495.500000 Penalty: 5383.979980
	Iteration 20F: 3 clusters Score -6097496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -6097525.500000 Penalty: 5383.979980
	Iteration 21Q: 3 clusters Score -6097526 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -6097534.500000 Penalty: 5383.979980
	Iteration 22Q: 3 clusters Score -6097534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -6097543.500000 Penalty: 5383.979980
	Iteration 23Q: 3 clusters Score -6097544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6097542.500000 Penalty: 5383.979980
	Iteration 24Q: 3 clusters Score -6097542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -6097545.500000 Penalty: 5383.979980
	Iteration 25Q: 3 clusters Score -6097546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -6097558.500000 Penalty: 5383.979980
	Iteration 26Q: 3 clusters Score -6097558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -6097560.000000 Penalty: 5383.979980
	Iteration 27Q: 3 clusters Score -6097560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -6097574.000000 Penalty: 5383.979980
	Iteration 28Q: 3 clusters Score -6097574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -6097566.000000 Penalty: 5383.979980
	Iteration 29Q: 3 clusters Score -6097566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -6097564.500000 Penalty: 5383.979980
	Iteration 30Q: 3 clusters Score -6097564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -6097581.500000 Penalty: 5383.979980
	Iteration 31Q: 3 clusters Score -6097582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -6097584.500000 Penalty: 5383.979980
	Iteration 32Q: 3 clusters Score -6097584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -6097586.000000 Penalty: 5383.979980
	Iteration 33Q: 3 clusters Score -6097586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6097595.500000 Penalty: 5383.979980
	Iteration 34Q: 3 clusters Score -6097596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6097601.000000 Penalty: 5383.979980
	Iteration 35Q: 3 clusters Score -6097601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -6097599.000000 Penalty: 5383.979980
	Iteration 36Q: 3 clusters Score -6097599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -6097612.500000 Penalty: 5383.979980
	Iteration 37Q: 3 clusters Score -6097612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -6097603.500000 Penalty: 5383.979980
	Iteration 38Q: 3 clusters Score -6097604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -6097592.500000 Penalty: 5383.979980
	Iteration 39Q: 3 clusters Score -6097592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -6097604.500000 Penalty: 5383.979980
	Iteration 40F: 3 clusters Score -6097604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -6097606.500000 Penalty: 5383.979980
	Iteration 41Q: 3 clusters Score -6097606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -6097620.000000 Penalty: 5383.979980
	Iteration 42Q: 3 clusters Score -6097620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -6097631.500000 Penalty: 5383.979980
	Iteration 43Q: 3 clusters Score -6097632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -6097631.500000 Penalty: 5383.979980
	Iteration 44Q: 3 clusters Score -6097632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6097635.500000 Penalty: 5383.979980
	Iteration 45Q: 3 clusters Score -6097636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -6097631.500000 Penalty: 5383.979980
	Iteration 46Q: 3 clusters Score -6097632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -6097626.000000 Penalty: 5383.979980
	Iteration 47Q: 3 clusters Score -6097626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -6097626.000000 Penalty: 5383.979980
	Iteration 48Q: 3 clusters Score -6097626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -6097628.000000 Penalty: 5383.979980
	Iteration 49Q: 3 clusters Score -6097628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -6097618.500000 Penalty: 5383.979980
	Iteration 50Q: 3 clusters Score -6097618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -6097617.000000 Penalty: 5383.979980
	Iteration 51Q: 3 clusters Score -6097617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -6097617.500000 Penalty: 5383.979980
	Iteration 52Q: 3 clusters Score -6097618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -6097614.000000 Penalty: 5383.979980
	Iteration 53Q: 3 clusters Score -6097614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -6097617.500000 Penalty: 5383.979980
	Iteration 54Q: 3 clusters Score -6097618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -6097607.000000 Penalty: 5383.979980
	Iteration 55Q: 3 clusters Score -6097607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -6097607.000000 Penalty: 5383.979980
	Iteration 56Q: 3 clusters Score -6097607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -6097601.000000 Penalty: 5383.979980
	Iteration 57Q: 3 clusters Score -6097601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -6097595.500000 Penalty: 5383.979980
	Iteration 58Q: 3 clusters Score -6097596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -6097601.500000 Penalty: 5383.979980
	Iteration 59Q: 3 clusters Score -6097602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -6097598.000000 Penalty: 5383.979980
	Iteration 60F: 3 clusters Score -6097598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -6097596.500000 Penalty: 5383.979980
	Iteration 61Q: 3 clusters Score -6097596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -6097595.500000 Penalty: 5383.979980
	Iteration 62Q: 3 clusters Score -6097596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -6097598.000000 Penalty: 5383.979980
	Iteration 63Q: 3 clusters Score -6097598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -6097598.000000 Penalty: 5383.979980
	Iteration 64Q: 3 clusters Score -6097598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -6097604.500000 Penalty: 5383.979980
	Iteration 65Q: 3 clusters Score -6097604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -6097604.500000 Penalty: 5383.979980
	Iteration 66Q: 3 clusters Score -6097604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -6097609.500000 Penalty: 5383.979980
	Iteration 67Q: 3 clusters Score -6097610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -6097621.500000 Penalty: 5383.979980
	Iteration 68Q: 3 clusters Score -6097622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -6097620.500000 Penalty: 5383.979980
	Iteration 69Q: 3 clusters Score -6097620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -6097619.000000 Penalty: 5383.979980
	Iteration 70Q: 3 clusters Score -6097619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -6097626.500000 Penalty: 5383.979980
	Iteration 71Q: 3 clusters Score -6097626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -6097623.000000 Penalty: 5383.979980
	Iteration 72Q: 3 clusters Score -6097623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -6097625.500000 Penalty: 5383.979980
	Iteration 73Q: 3 clusters Score -6097626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -6097638.500000 Penalty: 5383.979980
	Iteration 74Q: 3 clusters Score -6097638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -6097629.000000 Penalty: 5383.979980
	Iteration 75Q: 3 clusters Score -6097629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -6097642.000000 Penalty: 5383.979980
	Iteration 76Q: 3 clusters Score -6097642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -6097644.500000 Penalty: 5383.979980
	Iteration 77Q: 3 clusters Score -6097644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -6097644.000000 Penalty: 5383.979980
	Iteration 78Q: 3 clusters Score -6097644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -6097653.000000 Penalty: 5383.979980
	Iteration 79Q: 3 clusters Score -6097653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -6097644.500000 Penalty: 5383.979980
	Iteration 80F: 3 clusters Score -6097644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -6097641.500000 Penalty: 5383.979980
	Iteration 81Q: 3 clusters Score -6097642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -6097651.500000 Penalty: 5383.979980
	Iteration 82Q: 3 clusters Score -6097652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -6097663.500000 Penalty: 5383.979980
	Iteration 83Q: 3 clusters Score -6097664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -6097650.000000 Penalty: 5383.979980
	Iteration 84Q: 3 clusters Score -6097650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -6097637.000000 Penalty: 5383.979980
	Iteration 85Q: 3 clusters Score -6097637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -6097633.000000 Penalty: 5383.979980
	Iteration 86Q: 3 clusters Score -6097633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -6097648.500000 Penalty: 5383.979980
	Iteration 87Q: 3 clusters Score -6097648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -6097664.000000 Penalty: 5383.979980
	Iteration 88Q: 3 clusters Score -6097664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -6097648.500000 Penalty: 5383.979980
	Iteration 89Q: 3 clusters Score -6097648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -6097637.500000 Penalty: 5383.979980
	Iteration 90Q: 3 clusters Score -6097638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -6097645.000000 Penalty: 5383.979980
	Iteration 91Q: 3 clusters Score -6097645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -6097653.500000 Penalty: 5383.979980
	Iteration 92Q: 3 clusters Score -6097654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -6097650.500000 Penalty: 5383.979980
	Iteration 93Q: 3 clusters Score -6097650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -6097646.500000 Penalty: 5383.979980
	Iteration 94Q: 3 clusters Score -6097646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -6097638.500000 Penalty: 5383.979980
	Iteration 95Q: 3 clusters Score -6097638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -6097654.500000 Penalty: 5383.979980
	Iteration 96Q: 3 clusters Score -6097654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -6097652.000000 Penalty: 5383.979980
	Iteration 97Q: 3 clusters Score -6097652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -6097661.000000 Penalty: 5383.979980
	Iteration 98Q: 3 clusters Score -6097661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -6097661.500000 Penalty: 5383.979980
	Iteration 99Q: 3 clusters Score -6097662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -6097679.000000 Penalty: 5383.979980
	Iteration 100F: 3 clusters Score -6097679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -6097681.500000 Penalty: 5383.979980
	Iteration 101Q: 3 clusters Score -6097682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -6097688.000000 Penalty: 5383.979980
	Iteration 102Q: 3 clusters Score -6097688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -6097698.500000 Penalty: 5383.979980
	Iteration 103Q: 3 clusters Score -6097698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -6097693.000000 Penalty: 5383.979980
	Iteration 104Q: 3 clusters Score -6097693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -6097699.500000 Penalty: 5383.979980
	Iteration 105Q: 3 clusters Score -6097700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -6097703.500000 Penalty: 5383.979980
	Iteration 106Q: 3 clusters Score -6097704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -6097711.000000 Penalty: 5383.979980
	Iteration 107Q: 3 clusters Score -6097711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -6097711.000000 Penalty: 5383.979980
	Iteration 108Q: 3 clusters Score -6097711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -6097728.500000 Penalty: 5383.979980
	Iteration 109Q: 3 clusters Score -6097728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -6097711.500000 Penalty: 5383.979980
	Iteration 110Q: 3 clusters Score -6097712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -6097720.000000 Penalty: 5383.979980
	Iteration 111Q: 3 clusters Score -6097720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -6097726.500000 Penalty: 5383.979980
	Iteration 112Q: 3 clusters Score -6097726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6097735.500000 Penalty: 5383.979980
	Iteration 113Q: 3 clusters Score -6097736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -6097731.000000 Penalty: 5383.979980
	Iteration 114Q: 3 clusters Score -6097731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -6097731.000000 Penalty: 5383.979980
	Iteration 115Q: 3 clusters Score -6097731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -6097733.500000 Penalty: 5383.979980
	Iteration 116Q: 3 clusters Score -6097734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -6097751.000000 Penalty: 5383.979980
	Iteration 117Q: 3 clusters Score -6097751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -6097748.500000 Penalty: 5383.979980
	Iteration 118Q: 3 clusters Score -6097748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6097753.000000 Penalty: 5383.979980
	Iteration 119Q: 3 clusters Score -6097753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -6097733.000000 Penalty: 5383.979980
	Iteration 120F: 3 clusters Score -6097733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -6097727.500000 Penalty: 5383.979980
	Iteration 121Q: 3 clusters Score -6097728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -6097738.500000 Penalty: 5383.979980
	Iteration 122Q: 3 clusters Score -6097738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -6097746.000000 Penalty: 5383.979980
	Iteration 123Q: 3 clusters Score -6097746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -6097752.000000 Penalty: 5383.979980
	Iteration 124Q: 3 clusters Score -6097752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -6097767.000000 Penalty: 5383.979980
	Iteration 125Q: 3 clusters Score -6097767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -6097764.000000 Penalty: 5383.979980
	Iteration 126Q: 3 clusters Score -6097764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -6097767.000000 Penalty: 5383.979980
	Iteration 127Q: 3 clusters Score -6097767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -6097776.500000 Penalty: 5383.979980
	Iteration 128Q: 3 clusters Score -6097776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6097776.000000 Penalty: 5383.979980
	Iteration 129Q: 3 clusters Score -6097776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6097768.000000 Penalty: 5383.979980
	Iteration 130Q: 3 clusters Score -6097768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6097766.000000 Penalty: 5383.979980
	Iteration 131Q: 3 clusters Score -6097766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -6097770.000000 Penalty: 5383.979980
	Iteration 132Q: 3 clusters Score -6097770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -6097775.500000 Penalty: 5383.979980
	Iteration 133Q: 3 clusters Score -6097776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -6097766.500000 Penalty: 5383.979980
	Iteration 134Q: 3 clusters Score -6097766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -6097778.500000 Penalty: 5383.979980
	Iteration 135Q: 3 clusters Score -6097778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6097780.000000 Penalty: 5383.979980
	Iteration 136Q: 3 clusters Score -6097780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -6097779.500000 Penalty: 5383.979980
	Iteration 137Q: 3 clusters Score -6097780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6097788.500000 Penalty: 5383.979980
	Iteration 138Q: 3 clusters Score -6097788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -6097789.500000 Penalty: 5383.979980
	Iteration 139Q: 3 clusters Score -6097790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -6097786.000000 Penalty: 5383.979980
	Iteration 140F: 3 clusters Score -6097786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -6097786.000000 Penalty: 5383.979980
	Iteration 141Q: 3 clusters Score -6097786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -6097794.000000 Penalty: 5383.979980
	Iteration 142Q: 3 clusters Score -6097794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -6097782.000000 Penalty: 5383.979980
	Iteration 143Q: 3 clusters Score -6097782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -6097781.000000 Penalty: 5383.979980
	Iteration 144Q: 3 clusters Score -6097781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -6097780.000000 Penalty: 5383.979980
	Iteration 145Q: 3 clusters Score -6097780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -6097779.000000 Penalty: 5383.979980
	Iteration 146Q: 3 clusters Score -6097779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -6097790.000000 Penalty: 5383.979980
	Iteration 147Q: 3 clusters Score -6097790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -6097781.000000 Penalty: 5383.979980
	Iteration 148Q: 3 clusters Score -6097781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6097785.000000 Penalty: 5383.979980
	Iteration 149Q: 3 clusters Score -6097785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -6097801.000000 Penalty: 5383.979980
	Iteration 150Q: 3 clusters Score -6097801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6097797.500000 Penalty: 5383.979980
	Iteration 151Q: 3 clusters Score -6097798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6097791.500000 Penalty: 5383.979980
	Iteration 152Q: 3 clusters Score -6097792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -6097801.000000 Penalty: 5383.979980
	Iteration 153Q: 3 clusters Score -6097801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -6097799.500000 Penalty: 5383.979980
	Iteration 154Q: 3 clusters Score -6097800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -6097802.500000 Penalty: 5383.979980
	Iteration 155Q: 3 clusters Score -6097802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -6097803.000000 Penalty: 5383.979980
	Iteration 156Q: 3 clusters Score -6097803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -6097805.500000 Penalty: 5383.979980
	Iteration 157Q: 3 clusters Score -6097806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -6097795.000000 Penalty: 5383.979980
	Iteration 158Q: 3 clusters Score -6097795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -6097808.500000 Penalty: 5383.979980
	Iteration 159Q: 3 clusters Score -6097808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -6097798.000000 Penalty: 5383.979980
	Iteration 160F: 3 clusters Score -6097798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -6097803.500000 Penalty: 5383.979980
	Iteration 161Q: 3 clusters Score -6097804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -6097812.500000 Penalty: 5383.979980
	Iteration 162Q: 3 clusters Score -6097812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -6097803.500000 Penalty: 5383.979980
	Iteration 163Q: 3 clusters Score -6097804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -6097801.500000 Penalty: 5383.979980
	Iteration 164Q: 3 clusters Score -6097802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -6097804.500000 Penalty: 5383.979980
	Iteration 165Q: 3 clusters Score -6097804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6097815.500000 Penalty: 5383.979980
	Iteration 166Q: 3 clusters Score -6097816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -6097812.500000 Penalty: 5383.979980
	Iteration 167Q: 3 clusters Score -6097812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -6097815.500000 Penalty: 5383.979980
	Iteration 168Q: 3 clusters Score -6097816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -6097824.500000 Penalty: 5383.979980
	Iteration 169Q: 3 clusters Score -6097824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -6097821.000000 Penalty: 5383.979980
	Iteration 170Q: 3 clusters Score -6097821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6097827.500000 Penalty: 5383.979980
	Iteration 171Q: 3 clusters Score -6097828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -6097842.000000 Penalty: 5383.979980
	Iteration 172Q: 3 clusters Score -6097842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -6097848.500000 Penalty: 5383.979980
	Iteration 173Q: 3 clusters Score -6097848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -6097852.500000 Penalty: 5383.979980
	Iteration 174Q: 3 clusters Score -6097852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6097847.500000 Penalty: 5383.979980
	Iteration 175Q: 3 clusters Score -6097848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6097849.500000 Penalty: 5383.979980
	Iteration 176Q: 3 clusters Score -6097850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -6097860.000000 Penalty: 5383.979980
	Iteration 177Q: 3 clusters Score -6097860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -6097861.000000 Penalty: 5383.979980
	Iteration 178Q: 3 clusters Score -6097861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -6097872.000000 Penalty: 5383.979980
	Iteration 179Q: 3 clusters Score -6097872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -6097868.000000 Penalty: 5383.979980
	Iteration 180F: 3 clusters Score -6097868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -6097869.000000 Penalty: 5383.979980
	Iteration 181Q: 3 clusters Score -6097869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -6097873.000000 Penalty: 5383.979980
	Iteration 182Q: 3 clusters Score -6097873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -6097866.000000 Penalty: 5383.979980
	Iteration 183Q: 3 clusters Score -6097866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -6097876.000000 Penalty: 5383.979980
	Iteration 184Q: 3 clusters Score -6097876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -6097881.000000 Penalty: 5383.979980
	Iteration 185Q: 3 clusters Score -6097881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6097866.500000 Penalty: 5383.979980
	Iteration 186Q: 3 clusters Score -6097866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -6097868.500000 Penalty: 5383.979980
	Iteration 187Q: 3 clusters Score -6097868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -6097866.000000 Penalty: 5383.979980
	Iteration 188Q: 3 clusters Score -6097866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -6097870.500000 Penalty: 5383.979980
	Iteration 189Q: 3 clusters Score -6097870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -6097874.000000 Penalty: 5383.979980
	Iteration 190Q: 3 clusters Score -6097874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6097876.000000 Penalty: 5383.979980
	Iteration 191Q: 3 clusters Score -6097876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6097872.500000 Penalty: 5383.979980
	Iteration 192Q: 3 clusters Score -6097872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -6097875.500000 Penalty: 5383.979980
	Iteration 193Q: 3 clusters Score -6097876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -6097875.500000 Penalty: 5383.979980
	Iteration 194Q: 3 clusters Score -6097876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -6097869.000000 Penalty: 5383.979980
	Iteration 195Q: 3 clusters Score -6097869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -6097874.000000 Penalty: 5383.979980
	Iteration 196Q: 3 clusters Score -6097874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6097882.000000 Penalty: 5383.979980
	Iteration 197Q: 3 clusters Score -6097882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6097882.500000 Penalty: 5383.979980
	Iteration 198Q: 3 clusters Score -6097882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -6097892.000000 Penalty: 5383.979980
	Iteration 199Q: 3 clusters Score -6097892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6097888.500000 Penalty: 5383.979980
	Iteration 200F: 3 clusters Score -6097888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6097890.500000 Penalty: 5383.979980
	Iteration 201Q: 3 clusters Score -6097890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -6097890.500000 Penalty: 5383.979980
	Iteration 202Q: 3 clusters Score -6097890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -6097889.500000 Penalty: 5383.979980
	Iteration 203Q: 3 clusters Score -6097890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -6097889.000000 Penalty: 5383.979980
	Iteration 204Q: 3 clusters Score -6097889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -6097895.000000 Penalty: 5383.979980
	Iteration 205Q: 3 clusters Score -6097895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -6097891.000000 Penalty: 5383.979980
	Iteration 206Q: 3 clusters Score -6097891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -6097888.500000 Penalty: 5383.979980
	Iteration 207Q: 3 clusters Score -6097888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6097886.000000 Penalty: 5383.979980
	Iteration 208Q: 3 clusters Score -6097886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -6097883.000000 Penalty: 5383.979980
	Iteration 209Q: 3 clusters Score -6097883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -6097882.500000 Penalty: 5383.979980
	Iteration 210Q: 3 clusters Score -6097882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6097881.500000 Penalty: 5383.979980
	Iteration 211Q: 3 clusters Score -6097882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6097893.000000 Penalty: 5383.979980
	Iteration 212Q: 3 clusters Score -6097893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6097894.000000 Penalty: 5383.979980
	Iteration 213Q: 3 clusters Score -6097894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -6097882.000000 Penalty: 5383.979980
	Iteration 214Q: 3 clusters Score -6097882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -6097883.000000 Penalty: 5383.979980
	Iteration 215Q: 3 clusters Score -6097883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6097885.500000 Penalty: 5383.979980
	Iteration 216Q: 3 clusters Score -6097886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6097885.500000 Penalty: 5383.979980
	Iteration 217Q: 3 clusters Score -6097886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -6097885.500000 Penalty: 5383.979980
	Iteration 218Q: 3 clusters Score -6097886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6097887.000000 Penalty: 5383.979980
	Iteration 219Q: 3 clusters Score -6097887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -6097890.000000 Penalty: 5383.979980
	Iteration 220F: 3 clusters Score -6097890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -6097889.500000 Penalty: 5383.979980
	Iteration 221Q: 3 clusters Score -6097890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -6097891.500000 Penalty: 5383.979980
	Iteration 222Q: 3 clusters Score -6097892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -6097887.000000 Penalty: 5383.979980
	Iteration 223Q: 3 clusters Score -6097887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6097890.500000 Penalty: 5383.979980
	Iteration 224Q: 3 clusters Score -6097890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -6097896.000000 Penalty: 5383.979980
	Iteration 225Q: 3 clusters Score -6097896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -6097892.000000 Penalty: 5383.979980
	Iteration 226Q: 3 clusters Score -6097892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6097890.500000 Penalty: 5383.979980
	Iteration 227Q: 3 clusters Score -6097890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -6097896.000000 Penalty: 5383.979980
	Iteration 228Q: 3 clusters Score -6097896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -6097894.500000 Penalty: 5383.979980
	Iteration 229Q: 3 clusters Score -6097894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -6097894.500000 Penalty: 5383.979980
	Iteration 230F: 3 clusters Score -6097894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Entering Unmasked Estep 
Score: -8485265.000000 Penalty: 2768.437744
	Iteration 0F: 2 clusters Score -8485265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -8437877.000000 Penalty: 5536.875488
	Iteration 0F: 3 clusters Score -8437877 nChanged 33064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -8456735.000000 Penalty: 5536.875488
	Iteration 1F: 3 clusters Score -8456735 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -8457476.000000 Penalty: 5536.875488
	Iteration 2Q: 3 clusters Score -8457476 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -8458332.000000 Penalty: 5536.875488
	Iteration 3Q: 3 clusters Score -8458332 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8459593.000000 Penalty: 5536.875488
	Iteration 4Q: 3 clusters Score -8459593 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8461563.000000 Penalty: 5536.875488
	Iteration 5F: 3 clusters Score -8461563 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -8464732.000000 Penalty: 5536.875488
	Iteration 6F: 3 clusters Score -8464732 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -8469142.000000 Penalty: 5536.875488
	Iteration 7F: 3 clusters Score -8469142 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -8474333.000000 Penalty: 5536.875488
	Iteration 8F: 3 clusters Score -8474333 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -8478837.000000 Penalty: 5536.875488
	Iteration 9F: 3 clusters Score -8478837 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -8481207.000000 Penalty: 5536.875488
	Iteration 10Q: 3 clusters Score -8481207 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -8482225.000000 Penalty: 5536.875488
	Iteration 11Q: 3 clusters Score -8482225 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -8482534.000000 Penalty: 5536.875488
	Iteration 12Q: 3 clusters Score -8482534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -8482659.000000 Penalty: 5536.875488
	Iteration 13Q: 3 clusters Score -8482659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -8482712.000000 Penalty: 5536.875488
	Iteration 14Q: 3 clusters Score -8482712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -8482751.000000 Penalty: 5536.875488
	Iteration 15Q: 3 clusters Score -8482751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -8482767.000000 Penalty: 5536.875488
	Iteration 16Q: 3 clusters Score -8482767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -8482780.000000 Penalty: 5536.875488
	Iteration 17Q: 3 clusters Score -8482780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -8482788.000000 Penalty: 5536.875488
	Iteration 18Q: 3 clusters Score -8482788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -8482795.000000 Penalty: 5536.875488
	Iteration 19Q: 3 clusters Score -8482795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -8482816.000000 Penalty: 5536.875488
	Iteration 20F: 3 clusters Score -8482816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8482812.000000 Penalty: 5536.875488
	Iteration 21Q: 3 clusters Score -8482812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -8482826.000000 Penalty: 5536.875488
	Iteration 22Q: 3 clusters Score -8482826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8482831.000000 Penalty: 5536.875488
	Iteration 23Q: 3 clusters Score -8482831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -8482838.000000 Penalty: 5536.875488
	Iteration 24Q: 3 clusters Score -8482838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -8482838.000000 Penalty: 5536.875488
	Iteration 25F: 3 clusters Score -8482838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Entering Unmasked Estep 
Score: -3116410.250000 Penalty: 2540.561768
	Iteration 0F: 2 clusters Score -3116410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3096980.500000 Penalty: 5081.123535
	Iteration 0F: 3 clusters Score -3096980 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3104024.000000 Penalty: 5081.123535
	Iteration 1F: 3 clusters Score -3104024 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3104729.250000 Penalty: 5081.123535
	Iteration 2F: 3 clusters Score -3104729 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3105542.500000 Penalty: 5081.123535
	Iteration 3F: 3 clusters Score -3105542 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3106475.000000 Penalty: 5081.123535
	Iteration 4F: 3 clusters Score -3106475 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3107434.000000 Penalty: 5081.123535
	Iteration 5F: 3 clusters Score -3107434 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3108387.250000 Penalty: 5081.123535
	Iteration 6F: 3 clusters Score -3108387 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3109348.250000 Penalty: 5081.123535
	Iteration 7F: 3 clusters Score -3109348 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3110164.000000 Penalty: 5081.123535
	Iteration 8F: 3 clusters Score -3110164 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3110901.750000 Penalty: 5081.123535
	Iteration 9Q: 3 clusters Score -3110902 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3111593.000000 Penalty: 5081.123535
	Iteration 10Q: 3 clusters Score -3111593 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3112180.000000 Penalty: 5081.123535
	Iteration 11Q: 3 clusters Score -3112180 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3112684.000000 Penalty: 5081.123535
	Iteration 12Q: 3 clusters Score -3112684 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3113061.500000 Penalty: 5081.123535
	Iteration 13Q: 3 clusters Score -3113062 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3113300.750000 Penalty: 5081.123535
	Iteration 14Q: 3 clusters Score -3113301 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3113450.000000 Penalty: 5081.123535
	Iteration 15Q: 3 clusters Score -3113450 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3113556.000000 Penalty: 5081.123535
	Iteration 16Q: 3 clusters Score -3113556 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3113644.250000 Penalty: 5081.123535
	Iteration 17Q: 3 clusters Score -3113644 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3113713.500000 Penalty: 5081.123535
	Iteration 18Q: 3 clusters Score -3113714 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3113764.500000 Penalty: 5081.123535
	Iteration 19Q: 3 clusters Score -3113764 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3113803.750000 Penalty: 5081.123535
	Iteration 20F: 3 clusters Score -3113804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3113816.250000 Penalty: 5081.123535
	Iteration 21Q: 3 clusters Score -3113816 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3113853.000000 Penalty: 5081.123535
	Iteration 22Q: 3 clusters Score -3113853 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3113875.250000 Penalty: 5081.123535
	Iteration 23Q: 3 clusters Score -3113875 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3113894.750000 Penalty: 5081.123535
	Iteration 24Q: 3 clusters Score -3113895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3113919.750000 Penalty: 5081.123535
	Iteration 25Q: 3 clusters Score -3113920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3113952.250000 Penalty: 5081.123535
	Iteration 26Q: 3 clusters Score -3113952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3113985.750000 Penalty: 5081.123535
	Iteration 27Q: 3 clusters Score -3113986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3114011.000000 Penalty: 5081.123535
	Iteration 28Q: 3 clusters Score -3114011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3114012.250000 Penalty: 5081.123535
	Iteration 29Q: 3 clusters Score -3114012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3114034.500000 Penalty: 5081.123535
	Iteration 30Q: 3 clusters Score -3114034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3114059.500000 Penalty: 5081.123535
	Iteration 31Q: 3 clusters Score -3114060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3114085.250000 Penalty: 5081.123535
	Iteration 32Q: 3 clusters Score -3114085 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3114105.000000 Penalty: 5081.123535
	Iteration 33Q: 3 clusters Score -3114105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3114131.750000 Penalty: 5081.123535
	Iteration 34Q: 3 clusters Score -3114132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3114152.250000 Penalty: 5081.123535
	Iteration 35Q: 3 clusters Score -3114152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3114156.250000 Penalty: 5081.123535
	Iteration 36Q: 3 clusters Score -3114156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3114174.500000 Penalty: 5081.123535
	Iteration 37Q: 3 clusters Score -3114174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3114190.750000 Penalty: 5081.123535
	Iteration 38Q: 3 clusters Score -3114191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3114206.250000 Penalty: 5081.123535
	Iteration 39Q: 3 clusters Score -3114206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3114211.500000 Penalty: 5081.123535
	Iteration 40F: 3 clusters Score -3114212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3114233.000000 Penalty: 5081.123535
	Iteration 41Q: 3 clusters Score -3114233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3114241.250000 Penalty: 5081.123535
	Iteration 42Q: 3 clusters Score -3114241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3114253.000000 Penalty: 5081.123535
	Iteration 43Q: 3 clusters Score -3114253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3114253.000000 Penalty: 5081.123535
	Iteration 44Q: 3 clusters Score -3114253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3114266.250000 Penalty: 5081.123535
	Iteration 45Q: 3 clusters Score -3114266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3114265.250000 Penalty: 5081.123535
	Iteration 46Q: 3 clusters Score -3114265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3114269.250000 Penalty: 5081.123535
	Iteration 47Q: 3 clusters Score -3114269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3114265.500000 Penalty: 5081.123535
	Iteration 48Q: 3 clusters Score -3114266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3114267.750000 Penalty: 5081.123535
	Iteration 49Q: 3 clusters Score -3114268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3114271.000000 Penalty: 5081.123535
	Iteration 50Q: 3 clusters Score -3114271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3114285.750000 Penalty: 5081.123535
	Iteration 51Q: 3 clusters Score -3114286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3114286.000000 Penalty: 5081.123535
	Iteration 52Q: 3 clusters Score -3114286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3114289.500000 Penalty: 5081.123535
	Iteration 53Q: 3 clusters Score -3114290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3114286.250000 Penalty: 5081.123535
	Iteration 54Q: 3 clusters Score -3114286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3114293.500000 Penalty: 5081.123535
	Iteration 55Q: 3 clusters Score -3114294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3114287.000000 Penalty: 5081.123535
	Iteration 56Q: 3 clusters Score -3114287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3114299.000000 Penalty: 5081.123535
	Iteration 57Q: 3 clusters Score -3114299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3114303.500000 Penalty: 5081.123535
	Iteration 58Q: 3 clusters Score -3114304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3114305.250000 Penalty: 5081.123535
	Iteration 59Q: 3 clusters Score -3114305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3114302.750000 Penalty: 5081.123535
	Iteration 60F: 3 clusters Score -3114303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3114307.250000 Penalty: 5081.123535
	Iteration 61Q: 3 clusters Score -3114307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3114302.250000 Penalty: 5081.123535
	Iteration 62Q: 3 clusters Score -3114302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3114300.750000 Penalty: 5081.123535
	Iteration 63Q: 3 clusters Score -3114301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3114303.000000 Penalty: 5081.123535
	Iteration 64Q: 3 clusters Score -3114303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3114307.250000 Penalty: 5081.123535
	Iteration 65Q: 3 clusters Score -3114307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3114308.500000 Penalty: 5081.123535
	Iteration 66Q: 3 clusters Score -3114308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3114309.250000 Penalty: 5081.123535
	Iteration 67Q: 3 clusters Score -3114309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3114314.750000 Penalty: 5081.123535
	Iteration 68Q: 3 clusters Score -3114315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3114322.000000 Penalty: 5081.123535
	Iteration 69Q: 3 clusters Score -3114322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3114325.500000 Penalty: 5081.123535
	Iteration 70Q: 3 clusters Score -3114326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3114320.250000 Penalty: 5081.123535
	Iteration 71Q: 3 clusters Score -3114320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3114323.250000 Penalty: 5081.123535
	Iteration 72Q: 3 clusters Score -3114323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3114321.500000 Penalty: 5081.123535
	Iteration 73Q: 3 clusters Score -3114322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3114330.750000 Penalty: 5081.123535
	Iteration 74Q: 3 clusters Score -3114331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3114337.000000 Penalty: 5081.123535
	Iteration 75Q: 3 clusters Score -3114337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3114340.500000 Penalty: 5081.123535
	Iteration 76Q: 3 clusters Score -3114340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3114339.250000 Penalty: 5081.123535
	Iteration 77Q: 3 clusters Score -3114339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3114340.500000 Penalty: 5081.123535
	Iteration 78Q: 3 clusters Score -3114340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3114346.250000 Penalty: 5081.123535
	Iteration 79Q: 3 clusters Score -3114346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3114345.250000 Penalty: 5081.123535
	Iteration 80F: 3 clusters Score -3114345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3114347.750000 Penalty: 5081.123535
	Iteration 81Q: 3 clusters Score -3114348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3114360.000000 Penalty: 5081.123535
	Iteration 82Q: 3 clusters Score -3114360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3114364.500000 Penalty: 5081.123535
	Iteration 83Q: 3 clusters Score -3114364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3114369.250000 Penalty: 5081.123535
	Iteration 84Q: 3 clusters Score -3114369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3114381.000000 Penalty: 5081.123535
	Iteration 85Q: 3 clusters Score -3114381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3114376.750000 Penalty: 5081.123535
	Iteration 86Q: 3 clusters Score -3114377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3114390.500000 Penalty: 5081.123535
	Iteration 87Q: 3 clusters Score -3114390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3114389.250000 Penalty: 5081.123535
	Iteration 88Q: 3 clusters Score -3114389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3114392.000000 Penalty: 5081.123535
	Iteration 89Q: 3 clusters Score -3114392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3114389.250000 Penalty: 5081.123535
	Iteration 90Q: 3 clusters Score -3114389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3114387.750000 Penalty: 5081.123535
	Iteration 91Q: 3 clusters Score -3114388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3114395.250000 Penalty: 5081.123535
	Iteration 92Q: 3 clusters Score -3114395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3114397.500000 Penalty: 5081.123535
	Iteration 93Q: 3 clusters Score -3114398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3114402.500000 Penalty: 5081.123535
	Iteration 94Q: 3 clusters Score -3114402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3114397.750000 Penalty: 5081.123535
	Iteration 95Q: 3 clusters Score -3114398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3114396.250000 Penalty: 5081.123535
	Iteration 96Q: 3 clusters Score -3114396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3114400.000000 Penalty: 5081.123535
	Iteration 97Q: 3 clusters Score -3114400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3114402.000000 Penalty: 5081.123535
	Iteration 98Q: 3 clusters Score -3114402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3114403.500000 Penalty: 5081.123535
	Iteration 99Q: 3 clusters Score -3114404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3114400.750000 Penalty: 5081.123535
	Iteration 100F: 3 clusters Score -3114401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3114397.000000 Penalty: 5081.123535
	Iteration 101Q: 3 clusters Score -3114397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3114392.500000 Penalty: 5081.123535
	Iteration 102Q: 3 clusters Score -3114392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3114397.500000 Penalty: 5081.123535
	Iteration 103Q: 3 clusters Score -3114398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3114391.750000 Penalty: 5081.123535
	Iteration 104Q: 3 clusters Score -3114392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3114397.000000 Penalty: 5081.123535
	Iteration 105Q: 3 clusters Score -3114397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3114397.500000 Penalty: 5081.123535
	Iteration 106Q: 3 clusters Score -3114398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3114399.000000 Penalty: 5081.123535
	Iteration 107Q: 3 clusters Score -3114399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3114400.000000 Penalty: 5081.123535
	Iteration 108Q: 3 clusters Score -3114400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3114399.000000 Penalty: 5081.123535
	Iteration 109Q: 3 clusters Score -3114399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3114399.000000 Penalty: 5081.123535
	Iteration 110F: 3 clusters Score -3114399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Entering Unmasked Estep 
Score: -5681314.500000 Penalty: 2675.858398
	Iteration 0F: 2 clusters Score -5681314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5648678.000000 Penalty: 5351.716797
	Iteration 0F: 3 clusters Score -5648678 nChanged 22375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -5660975.500000 Penalty: 5351.716797
	Iteration 1F: 3 clusters Score -5660976 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5661786.500000 Penalty: 5351.716797
	Iteration 2Q: 3 clusters Score -5661786 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5662737.500000 Penalty: 5351.716797
	Iteration 3Q: 3 clusters Score -5662738 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5664015.500000 Penalty: 5351.716797
	Iteration 4F: 3 clusters Score -5664016 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -5665804.500000 Penalty: 5351.716797
	Iteration 5F: 3 clusters Score -5665804 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5668020.500000 Penalty: 5351.716797
	Iteration 6F: 3 clusters Score -5668020 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5670368.500000 Penalty: 5351.716797
	Iteration 7F: 3 clusters Score -5670368 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -5672412.000000 Penalty: 5351.716797
	Iteration 8F: 3 clusters Score -5672412 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -5673949.000000 Penalty: 5351.716797
	Iteration 9F: 3 clusters Score -5673949 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -5675100.500000 Penalty: 5351.716797
	Iteration 10Q: 3 clusters Score -5675100 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -5675992.000000 Penalty: 5351.716797
	Iteration 11Q: 3 clusters Score -5675992 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5676648.000000 Penalty: 5351.716797
	Iteration 12Q: 3 clusters Score -5676648 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5677187.000000 Penalty: 5351.716797
	Iteration 13Q: 3 clusters Score -5677187 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5677623.500000 Penalty: 5351.716797
	Iteration 14Q: 3 clusters Score -5677624 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5677974.000000 Penalty: 5351.716797
	Iteration 15Q: 3 clusters Score -5677974 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5678222.000000 Penalty: 5351.716797
	Iteration 16Q: 3 clusters Score -5678222 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5678481.000000 Penalty: 5351.716797
	Iteration 17Q: 3 clusters Score -5678481 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5678648.500000 Penalty: 5351.716797
	Iteration 18Q: 3 clusters Score -5678648 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5678795.500000 Penalty: 5351.716797
	Iteration 19Q: 3 clusters Score -5678796 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5678910.500000 Penalty: 5351.716797
	Iteration 20F: 3 clusters Score -5678910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5678998.000000 Penalty: 5351.716797
	Iteration 21Q: 3 clusters Score -5678998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5679040.000000 Penalty: 5351.716797
	Iteration 22Q: 3 clusters Score -5679040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5679064.500000 Penalty: 5351.716797
	Iteration 23Q: 3 clusters Score -5679064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5679073.500000 Penalty: 5351.716797
	Iteration 24Q: 3 clusters Score -5679074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5679100.500000 Penalty: 5351.716797
	Iteration 25Q: 3 clusters Score -5679100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5679111.500000 Penalty: 5351.716797
	Iteration 26Q: 3 clusters Score -5679112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5679121.500000 Penalty: 5351.716797
	Iteration 27Q: 3 clusters Score -5679122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5679124.500000 Penalty: 5351.716797
	Iteration 28Q: 3 clusters Score -5679124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5679123.000000 Penalty: 5351.716797
	Iteration 29Q: 3 clusters Score -5679123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5679133.000000 Penalty: 5351.716797
	Iteration 30Q: 3 clusters Score -5679133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5679139.500000 Penalty: 5351.716797
	Iteration 31Q: 3 clusters Score -5679140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5679147.000000 Penalty: 5351.716797
	Iteration 32Q: 3 clusters Score -5679147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5679151.000000 Penalty: 5351.716797
	Iteration 33Q: 3 clusters Score -5679151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5679152.500000 Penalty: 5351.716797
	Iteration 34Q: 3 clusters Score -5679152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5679150.500000 Penalty: 5351.716797
	Iteration 35Q: 3 clusters Score -5679150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5679155.500000 Penalty: 5351.716797
	Iteration 36Q: 3 clusters Score -5679156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5679167.500000 Penalty: 5351.716797
	Iteration 37Q: 3 clusters Score -5679168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5679160.000000 Penalty: 5351.716797
	Iteration 38Q: 3 clusters Score -5679160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5679165.000000 Penalty: 5351.716797
	Iteration 39Q: 3 clusters Score -5679165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5679168.500000 Penalty: 5351.716797
	Iteration 40F: 3 clusters Score -5679168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5679169.500000 Penalty: 5351.716797
	Iteration 41Q: 3 clusters Score -5679170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5679169.500000 Penalty: 5351.716797
	Iteration 42Q: 3 clusters Score -5679170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5679171.500000 Penalty: 5351.716797
	Iteration 43Q: 3 clusters Score -5679172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5679178.000000 Penalty: 5351.716797
	Iteration 44Q: 3 clusters Score -5679178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5679180.000000 Penalty: 5351.716797
	Iteration 45Q: 3 clusters Score -5679180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5679180.000000 Penalty: 5351.716797
	Iteration 46F: 3 clusters Score -5679180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (109796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Entering Unmasked Estep 
Score: -13042556.000000 Penalty: 2878.382080
	Iteration 0F: 2 clusters Score -1.304256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -12969457.000000 Penalty: 5756.764160
	Iteration 0F: 3 clusters Score -1.296946e+07 nChanged 52059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -12999975.000000 Penalty: 5756.764160
	Iteration 1F: 3 clusters Score -1.299998e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -13001424.000000 Penalty: 5756.764160
	Iteration 2Q: 3 clusters Score -1.300142e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -13003175.000000 Penalty: 5756.764160
	Iteration 3Q: 3 clusters Score -1.300318e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -13005459.000000 Penalty: 5756.764160
	Iteration 4Q: 3 clusters Score -1.300546e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -13008020.000000 Penalty: 5756.764160
	Iteration 5F: 3 clusters Score -1.300802e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -13010978.000000 Penalty: 5756.764160
	Iteration 6F: 3 clusters Score -1.301098e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -13014008.000000 Penalty: 5756.764160
	Iteration 7F: 3 clusters Score -1.301401e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -13017315.000000 Penalty: 5756.764160
	Iteration 8F: 3 clusters Score -1.301732e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -13020620.000000 Penalty: 5756.764160
	Iteration 9F: 3 clusters Score -1.302062e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -13023733.000000 Penalty: 5756.764160
	Iteration 10Q: 3 clusters Score -1.302373e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -13026755.000000 Penalty: 5756.764160
	Iteration 11Q: 3 clusters Score -1.302676e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -13029614.000000 Penalty: 5756.764160
	Iteration 12Q: 3 clusters Score -1.302961e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -13032124.000000 Penalty: 5756.764160
	Iteration 13Q: 3 clusters Score -1.303212e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -13033883.000000 Penalty: 5756.764160
	Iteration 14Q: 3 clusters Score -1.303388e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -13035194.000000 Penalty: 5756.764160
	Iteration 15Q: 3 clusters Score -1.303519e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 93791 members 
Entering Unmasked Estep 
Score: -13036163.000000 Penalty: 5756.764160
	Iteration 16Q: 3 clusters Score -1.303616e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -13036800.000000 Penalty: 5756.764160
	Iteration 17Q: 3 clusters Score -1.30368e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -13037316.000000 Penalty: 5756.764160
	Iteration 18Q: 3 clusters Score -1.303732e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -13037838.000000 Penalty: 5756.764160
	Iteration 19Q: 3 clusters Score -1.303784e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 98773 members 
Entering Unmasked Estep 
Score: -13038206.000000 Penalty: 5756.764160
	Iteration 20F: 3 clusters Score -1.303821e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -13038574.000000 Penalty: 5756.764160
	Iteration 21Q: 3 clusters Score -1.303857e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -13038973.000000 Penalty: 5756.764160
	Iteration 22Q: 3 clusters Score -1.303897e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -13039170.000000 Penalty: 5756.764160
	Iteration 23Q: 3 clusters Score -1.303917e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -13039441.000000 Penalty: 5756.764160
	Iteration 24Q: 3 clusters Score -1.303944e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -13039681.000000 Penalty: 5756.764160
	Iteration 25Q: 3 clusters Score -1.303968e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 103137 members 
Entering Unmasked Estep 
Score: -13039858.000000 Penalty: 5756.764160
	Iteration 26Q: 3 clusters Score -1.303986e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -13039996.000000 Penalty: 5756.764160
	Iteration 27Q: 3 clusters Score -1.304e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -13040086.000000 Penalty: 5756.764160
	Iteration 28Q: 3 clusters Score -1.304009e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 104288 members 
Entering Unmasked Estep 
Score: -13040188.000000 Penalty: 5756.764160
	Iteration 29Q: 3 clusters Score -1.304019e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -13040263.000000 Penalty: 5756.764160
	Iteration 30Q: 3 clusters Score -1.304026e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -13040295.000000 Penalty: 5756.764160
	Iteration 31Q: 3 clusters Score -1.30403e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -13040350.000000 Penalty: 5756.764160
	Iteration 32Q: 3 clusters Score -1.304035e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -13040375.000000 Penalty: 5756.764160
	Iteration 33Q: 3 clusters Score -1.304038e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -13040366.000000 Penalty: 5756.764160
	Iteration 34Q: 3 clusters Score -1.304037e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -13040395.000000 Penalty: 5756.764160
	Iteration 35Q: 3 clusters Score -1.30404e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -13040426.000000 Penalty: 5756.764160
	Iteration 36Q: 3 clusters Score -1.304043e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -13040447.000000 Penalty: 5756.764160
	Iteration 37Q: 3 clusters Score -1.304045e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -13040466.000000 Penalty: 5756.764160
	Iteration 38Q: 3 clusters Score -1.304047e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -13040484.000000 Penalty: 5756.764160
	Iteration 39Q: 3 clusters Score -1.304048e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -13040498.000000 Penalty: 5756.764160
	Iteration 40F: 3 clusters Score -1.30405e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -13040515.000000 Penalty: 5756.764160
	Iteration 41Q: 3 clusters Score -1.304052e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -13040520.000000 Penalty: 5756.764160
	Iteration 42Q: 3 clusters Score -1.304052e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -13040562.000000 Penalty: 5756.764160
	Iteration 43Q: 3 clusters Score -1.304056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -13040544.000000 Penalty: 5756.764160
	Iteration 44Q: 3 clusters Score -1.304054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -13040562.000000 Penalty: 5756.764160
	Iteration 45Q: 3 clusters Score -1.304056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -13040560.000000 Penalty: 5756.764160
	Iteration 46Q: 3 clusters Score -1.304056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -13040571.000000 Penalty: 5756.764160
	Iteration 47Q: 3 clusters Score -1.304057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -13040591.000000 Penalty: 5756.764160
	Iteration 48Q: 3 clusters Score -1.304059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -13040586.000000 Penalty: 5756.764160
	Iteration 49Q: 3 clusters Score -1.304059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -13040606.000000 Penalty: 5756.764160
	Iteration 50Q: 3 clusters Score -1.304061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -13040616.000000 Penalty: 5756.764160
	Iteration 51Q: 3 clusters Score -1.304062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -13040623.000000 Penalty: 5756.764160
	Iteration 52Q: 3 clusters Score -1.304062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -13040600.000000 Penalty: 5756.764160
	Iteration 53Q: 3 clusters Score -1.30406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -13040597.000000 Penalty: 5756.764160
	Iteration 54Q: 3 clusters Score -1.30406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -13040593.000000 Penalty: 5756.764160
	Iteration 55Q: 3 clusters Score -1.304059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -13040589.000000 Penalty: 5756.764160
	Iteration 56Q: 3 clusters Score -1.304059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -13040604.000000 Penalty: 5756.764160
	Iteration 57Q: 3 clusters Score -1.30406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -13040611.000000 Penalty: 5756.764160
	Iteration 58Q: 3 clusters Score -1.304061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -13040605.000000 Penalty: 5756.764160
	Iteration 59Q: 3 clusters Score -1.30406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -13040608.000000 Penalty: 5756.764160
	Iteration 60F: 3 clusters Score -1.304061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -13040598.000000 Penalty: 5756.764160
	Iteration 61Q: 3 clusters Score -1.30406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -13040590.000000 Penalty: 5756.764160
	Iteration 62Q: 3 clusters Score -1.304059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -13040583.000000 Penalty: 5756.764160
	Iteration 63Q: 3 clusters Score -1.304058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -13040588.000000 Penalty: 5756.764160
	Iteration 64Q: 3 clusters Score -1.304059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 106641 members 
Entering Unmasked Estep 
Score: -13040588.000000 Penalty: 5756.764160
	Iteration 65Q: 3 clusters Score -1.304059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -13040585.000000 Penalty: 5756.764160
	Iteration 66Q: 3 clusters Score -1.304058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 106659 members 
Entering Unmasked Estep 
Score: -13040601.000000 Penalty: 5756.764160
	Iteration 67Q: 3 clusters Score -1.30406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -13040580.000000 Penalty: 5756.764160
	Iteration 68Q: 3 clusters Score -1.304058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -13040601.000000 Penalty: 5756.764160
	Iteration 69Q: 3 clusters Score -1.30406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -13040602.000000 Penalty: 5756.764160
	Iteration 70Q: 3 clusters Score -1.30406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -13040605.000000 Penalty: 5756.764160
	Iteration 71Q: 3 clusters Score -1.30406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 106716 members 
Entering Unmasked Estep 
Score: -13040596.000000 Penalty: 5756.764160
	Iteration 72Q: 3 clusters Score -1.30406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -13040597.000000 Penalty: 5756.764160
	Iteration 73Q: 3 clusters Score -1.30406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -13040603.000000 Penalty: 5756.764160
	Iteration 74Q: 3 clusters Score -1.30406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -13040630.000000 Penalty: 5756.764160
	Iteration 75Q: 3 clusters Score -1.304063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 106743 members 
Entering Unmasked Estep 
Score: -13040619.000000 Penalty: 5756.764160
	Iteration 76Q: 3 clusters Score -1.304062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -13040621.000000 Penalty: 5756.764160
	Iteration 77Q: 3 clusters Score -1.304062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -13040622.000000 Penalty: 5756.764160
	Iteration 78Q: 3 clusters Score -1.304062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -13040613.000000 Penalty: 5756.764160
	Iteration 79Q: 3 clusters Score -1.304061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -13040622.000000 Penalty: 5756.764160
	Iteration 80F: 3 clusters Score -1.304062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -13040621.000000 Penalty: 5756.764160
	Iteration 81Q: 3 clusters Score -1.304062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -13040632.000000 Penalty: 5756.764160
	Iteration 82Q: 3 clusters Score -1.304063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -13040624.000000 Penalty: 5756.764160
	Iteration 83Q: 3 clusters Score -1.304062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -13040619.000000 Penalty: 5756.764160
	Iteration 84Q: 3 clusters Score -1.304062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -13040613.000000 Penalty: 5756.764160
	Iteration 85Q: 3 clusters Score -1.304061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -13040620.000000 Penalty: 5756.764160
	Iteration 86Q: 3 clusters Score -1.304062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -13040621.000000 Penalty: 5756.764160
	Iteration 87Q: 3 clusters Score -1.304062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -13040621.000000 Penalty: 5756.764160
	Iteration 88Q: 3 clusters Score -1.304062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -13040623.000000 Penalty: 5756.764160
	Iteration 89Q: 3 clusters Score -1.304062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -13040629.000000 Penalty: 5756.764160
	Iteration 90Q: 3 clusters Score -1.304063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -13040627.000000 Penalty: 5756.764160
	Iteration 91Q: 3 clusters Score -1.304063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -13040639.000000 Penalty: 5756.764160
	Iteration 92Q: 3 clusters Score -1.304064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -13040646.000000 Penalty: 5756.764160
	Iteration 93Q: 3 clusters Score -1.304065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -13040642.000000 Penalty: 5756.764160
	Iteration 94Q: 3 clusters Score -1.304064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -13040640.000000 Penalty: 5756.764160
	Iteration 95Q: 3 clusters Score -1.304064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -13040634.000000 Penalty: 5756.764160
	Iteration 96Q: 3 clusters Score -1.304063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -13040633.000000 Penalty: 5756.764160
	Iteration 97Q: 3 clusters Score -1.304063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -13040637.000000 Penalty: 5756.764160
	Iteration 98Q: 3 clusters Score -1.304064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -13040632.000000 Penalty: 5756.764160
	Iteration 99Q: 3 clusters Score -1.304063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -13040634.000000 Penalty: 5756.764160
	Iteration 100F: 3 clusters Score -1.304063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -13040630.000000 Penalty: 5756.764160
	Iteration 101Q: 3 clusters Score -1.304063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -13040632.000000 Penalty: 5756.764160
	Iteration 102Q: 3 clusters Score -1.304063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -13040623.000000 Penalty: 5756.764160
	Iteration 103Q: 3 clusters Score -1.304062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -13040621.000000 Penalty: 5756.764160
	Iteration 104Q: 3 clusters Score -1.304062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -13040628.000000 Penalty: 5756.764160
	Iteration 105Q: 3 clusters Score -1.304063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -13040633.000000 Penalty: 5756.764160
	Iteration 106Q: 3 clusters Score -1.304063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -13040637.000000 Penalty: 5756.764160
	Iteration 107Q: 3 clusters Score -1.304064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -13040637.000000 Penalty: 5756.764160
	Iteration 108Q: 3 clusters Score -1.304064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -13040638.000000 Penalty: 5756.764160
	Iteration 109Q: 3 clusters Score -1.304064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -13040636.000000 Penalty: 5756.764160
	Iteration 110Q: 3 clusters Score -1.304064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -13040642.000000 Penalty: 5756.764160
	Iteration 111Q: 3 clusters Score -1.304064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -13040649.000000 Penalty: 5756.764160
	Iteration 112Q: 3 clusters Score -1.304065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -13040638.000000 Penalty: 5756.764160
	Iteration 113Q: 3 clusters Score -1.304064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -13040650.000000 Penalty: 5756.764160
	Iteration 114Q: 3 clusters Score -1.304065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -13040655.000000 Penalty: 5756.764160
	Iteration 115Q: 3 clusters Score -1.304066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -13040650.000000 Penalty: 5756.764160
	Iteration 116Q: 3 clusters Score -1.304065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -13040645.000000 Penalty: 5756.764160
	Iteration 117Q: 3 clusters Score -1.304064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -13040652.000000 Penalty: 5756.764160
	Iteration 118Q: 3 clusters Score -1.304065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -13040653.000000 Penalty: 5756.764160
	Iteration 119Q: 3 clusters Score -1.304065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -13040652.000000 Penalty: 5756.764160
	Iteration 120F: 3 clusters Score -1.304065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
Score: -13040655.000000 Penalty: 5756.764160
	Iteration 121Q: 3 clusters Score -1.304066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -13040654.000000 Penalty: 5756.764160
	Iteration 122Q: 3 clusters Score -1.304065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -13040651.000000 Penalty: 5756.764160
	Iteration 123Q: 3 clusters Score -1.304065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -13040651.000000 Penalty: 5756.764160
	Iteration 124F: 3 clusters Score -1.304065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Entering Unmasked Estep 
Score: -9073302.000000 Penalty: 2782.982422
	Iteration 0F: 2 clusters Score -9073302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -9023180.000000 Penalty: 5565.964844
	Iteration 0F: 3 clusters Score -9023180 nChanged 35032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9042936.000000 Penalty: 5565.964844
	Iteration 1F: 3 clusters Score -9042936 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9043629.000000 Penalty: 5565.964844
	Iteration 2Q: 3 clusters Score -9043629 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -9044234.000000 Penalty: 5565.964844
	Iteration 3Q: 3 clusters Score -9044234 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -9044883.000000 Penalty: 5565.964844
	Iteration 4Q: 3 clusters Score -9044883 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -9045580.000000 Penalty: 5565.964844
	Iteration 5Q: 3 clusters Score -9045580 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -9046751.000000 Penalty: 5565.964844
	Iteration 6Q: 3 clusters Score -9046751 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -9048441.000000 Penalty: 5565.964844
	Iteration 7Q: 3 clusters Score -9048441 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -9050752.000000 Penalty: 5565.964844
	Iteration 8F: 3 clusters Score -9050752 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -9053997.000000 Penalty: 5565.964844
	Iteration 9F: 3 clusters Score -9053997 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -9057770.000000 Penalty: 5565.964844
	Iteration 10F: 3 clusters Score -9057770 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -9061192.000000 Penalty: 5565.964844
	Iteration 11F: 3 clusters Score -9061192 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -9063666.000000 Penalty: 5565.964844
	Iteration 12Q: 3 clusters Score -9063666 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -9065133.000000 Penalty: 5565.964844
	Iteration 13Q: 3 clusters Score -9065133 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -9065994.000000 Penalty: 5565.964844
	Iteration 14Q: 3 clusters Score -9065994 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -9066551.000000 Penalty: 5565.964844
	Iteration 15Q: 3 clusters Score -9066551 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -9066909.000000 Penalty: 5565.964844
	Iteration 16Q: 3 clusters Score -9066909 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -9067343.000000 Penalty: 5565.964844
	Iteration 17Q: 3 clusters Score -9067343 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -9067664.000000 Penalty: 5565.964844
	Iteration 18Q: 3 clusters Score -9067664 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -9068009.000000 Penalty: 5565.964844
	Iteration 19Q: 3 clusters Score -9068009 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -9068332.000000 Penalty: 5565.964844
	Iteration 20F: 3 clusters Score -9068332 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -9068637.000000 Penalty: 5565.964844
	Iteration 21Q: 3 clusters Score -9068637 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -9068964.000000 Penalty: 5565.964844
	Iteration 22Q: 3 clusters Score -9068964 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -9069244.000000 Penalty: 5565.964844
	Iteration 23Q: 3 clusters Score -9069244 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9069544.000000 Penalty: 5565.964844
	Iteration 24Q: 3 clusters Score -9069544 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -9069776.000000 Penalty: 5565.964844
	Iteration 25Q: 3 clusters Score -9069776 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -9069961.000000 Penalty: 5565.964844
	Iteration 26Q: 3 clusters Score -9069961 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9070129.000000 Penalty: 5565.964844
	Iteration 27Q: 3 clusters Score -9070129 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9070265.000000 Penalty: 5565.964844
	Iteration 28Q: 3 clusters Score -9070265 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9070365.000000 Penalty: 5565.964844
	Iteration 29Q: 3 clusters Score -9070365 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9070469.000000 Penalty: 5565.964844
	Iteration 30Q: 3 clusters Score -9070469 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9070516.000000 Penalty: 5565.964844
	Iteration 31Q: 3 clusters Score -9070516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9070585.000000 Penalty: 5565.964844
	Iteration 32Q: 3 clusters Score -9070585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9070652.000000 Penalty: 5565.964844
	Iteration 33Q: 3 clusters Score -9070652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9070690.000000 Penalty: 5565.964844
	Iteration 34Q: 3 clusters Score -9070690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9070740.000000 Penalty: 5565.964844
	Iteration 35Q: 3 clusters Score -9070740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9070749.000000 Penalty: 5565.964844
	Iteration 36Q: 3 clusters Score -9070749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9070778.000000 Penalty: 5565.964844
	Iteration 37Q: 3 clusters Score -9070778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9070796.000000 Penalty: 5565.964844
	Iteration 38Q: 3 clusters Score -9070796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9070822.000000 Penalty: 5565.964844
	Iteration 39Q: 3 clusters Score -9070822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9070822.000000 Penalty: 5565.964844
	Iteration 40F: 3 clusters Score -9070822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9070832.000000 Penalty: 5565.964844
	Iteration 41Q: 3 clusters Score -9070832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9070839.000000 Penalty: 5565.964844
	Iteration 42Q: 3 clusters Score -9070839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9070842.000000 Penalty: 5565.964844
	Iteration 43Q: 3 clusters Score -9070842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9070842.000000 Penalty: 5565.964844
	Iteration 44Q: 3 clusters Score -9070842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9070861.000000 Penalty: 5565.964844
	Iteration 45Q: 3 clusters Score -9070861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9070874.000000 Penalty: 5565.964844
	Iteration 46Q: 3 clusters Score -9070874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9070887.000000 Penalty: 5565.964844
	Iteration 47Q: 3 clusters Score -9070887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9070911.000000 Penalty: 5565.964844
	Iteration 48Q: 3 clusters Score -9070911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9070912.000000 Penalty: 5565.964844
	Iteration 49Q: 3 clusters Score -9070912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9070916.000000 Penalty: 5565.964844
	Iteration 50Q: 3 clusters Score -9070916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9070915.000000 Penalty: 5565.964844
	Iteration 51Q: 3 clusters Score -9070915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9070919.000000 Penalty: 5565.964844
	Iteration 52Q: 3 clusters Score -9070919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9070925.000000 Penalty: 5565.964844
	Iteration 53Q: 3 clusters Score -9070925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9070917.000000 Penalty: 5565.964844
	Iteration 54Q: 3 clusters Score -9070917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9070935.000000 Penalty: 5565.964844
	Iteration 55Q: 3 clusters Score -9070935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9070929.000000 Penalty: 5565.964844
	Iteration 56Q: 3 clusters Score -9070929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9070924.000000 Penalty: 5565.964844
	Iteration 57Q: 3 clusters Score -9070924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9070930.000000 Penalty: 5565.964844
	Iteration 58Q: 3 clusters Score -9070930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9070930.000000 Penalty: 5565.964844
	Iteration 59F: 3 clusters Score -9070930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -415419.562500 Penalty: 2020.312012
	Iteration 0F: 2 clusters Score -415419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -411855.281250 Penalty: 4040.624023
	Iteration 0F: 3 clusters Score -411855.3 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -412687.187500 Penalty: 4040.624023
	Iteration 1F: 3 clusters Score -412687.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -412949.500000 Penalty: 4040.624023
	Iteration 2F: 3 clusters Score -412949.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -413108.312500 Penalty: 4040.624023
	Iteration 3F: 3 clusters Score -413108.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -413227.093750 Penalty: 4040.624023
	Iteration 4Q: 3 clusters Score -413227.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -413315.250000 Penalty: 4040.624023
	Iteration 5Q: 3 clusters Score -413315.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -413382.687500 Penalty: 4040.624023
	Iteration 6Q: 3 clusters Score -413382.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -413440.531250 Penalty: 4040.624023
	Iteration 7Q: 3 clusters Score -413440.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -413507.437500 Penalty: 4040.624023
	Iteration 8Q: 3 clusters Score -413507.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -413575.593750 Penalty: 4040.624023
	Iteration 9Q: 3 clusters Score -413575.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -413637.093750 Penalty: 4040.624023
	Iteration 10Q: 3 clusters Score -413637.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -413689.656250 Penalty: 4040.624023
	Iteration 11Q: 3 clusters Score -413689.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -413742.937500 Penalty: 4040.624023
	Iteration 12Q: 3 clusters Score -413742.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -413790.343750 Penalty: 4040.624023
	Iteration 13Q: 3 clusters Score -413790.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -413832.312500 Penalty: 4040.624023
	Iteration 14Q: 3 clusters Score -413832.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -413861.468750 Penalty: 4040.624023
	Iteration 15Q: 3 clusters Score -413861.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -413882.093750 Penalty: 4040.624023
	Iteration 16Q: 3 clusters Score -413882.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -413897.375000 Penalty: 4040.624023
	Iteration 17Q: 3 clusters Score -413897.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -413909.750000 Penalty: 4040.624023
	Iteration 18Q: 3 clusters Score -413909.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -413919.375000 Penalty: 4040.624023
	Iteration 19Q: 3 clusters Score -413919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -413927.843750 Penalty: 4040.624023
	Iteration 20F: 3 clusters Score -413927.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -413940.343750 Penalty: 4040.624023
	Iteration 21Q: 3 clusters Score -413940.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -413951.062500 Penalty: 4040.624023
	Iteration 22Q: 3 clusters Score -413951.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -413962.187500 Penalty: 4040.624023
	Iteration 23Q: 3 clusters Score -413962.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -413968.781250 Penalty: 4040.624023
	Iteration 24Q: 3 clusters Score -413968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -413975.625000 Penalty: 4040.624023
	Iteration 25Q: 3 clusters Score -413975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -413977.906250 Penalty: 4040.624023
	Iteration 26Q: 3 clusters Score -413977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -413981.218750 Penalty: 4040.624023
	Iteration 27Q: 3 clusters Score -413981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -413981.281250 Penalty: 4040.624023
	Iteration 28Q: 3 clusters Score -413981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -413981.781250 Penalty: 4040.624023
	Iteration 29Q: 3 clusters Score -413981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -413982.718750 Penalty: 4040.624023
	Iteration 30Q: 3 clusters Score -413982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -413983.906250 Penalty: 4040.624023
	Iteration 31Q: 3 clusters Score -413983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -413985.375000 Penalty: 4040.624023
	Iteration 32Q: 3 clusters Score -413985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -413985.781250 Penalty: 4040.624023
	Iteration 33Q: 3 clusters Score -413985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -413987.343750 Penalty: 4040.624023
	Iteration 34Q: 3 clusters Score -413987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -413987.343750 Penalty: 4040.624023
	Iteration 35Q: 3 clusters Score -413987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -413989.000000 Penalty: 4040.624023
	Iteration 36Q: 3 clusters Score -413989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -413989.000000 Penalty: 4040.624023
	Iteration 37F: 3 clusters Score -413989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Entering Unmasked Estep 
Score: -2000139.875000 Penalty: 2424.432617
	Iteration 0F: 2 clusters Score -2000140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1987553.250000 Penalty: 4848.865234
	Iteration 0F: 3 clusters Score -1987553 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1992007.500000 Penalty: 4848.865234
	Iteration 1F: 3 clusters Score -1992008 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1992723.875000 Penalty: 4848.865234
	Iteration 2F: 3 clusters Score -1992724 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1993473.000000 Penalty: 4848.865234
	Iteration 3F: 3 clusters Score -1993473 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1994254.625000 Penalty: 4848.865234
	Iteration 4F: 3 clusters Score -1994255 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1994973.875000 Penalty: 4848.865234
	Iteration 5F: 3 clusters Score -1994974 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1995667.750000 Penalty: 4848.865234
	Iteration 6F: 3 clusters Score -1995668 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1996235.875000 Penalty: 4848.865234
	Iteration 7F: 3 clusters Score -1996236 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1996722.625000 Penalty: 4848.865234
	Iteration 8Q: 3 clusters Score -1996723 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1997070.375000 Penalty: 4848.865234
	Iteration 9Q: 3 clusters Score -1997070 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1997342.500000 Penalty: 4848.865234
	Iteration 10Q: 3 clusters Score -1997342 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1997571.750000 Penalty: 4848.865234
	Iteration 11Q: 3 clusters Score -1997572 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1997775.250000 Penalty: 4848.865234
	Iteration 12Q: 3 clusters Score -1997775 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1997944.500000 Penalty: 4848.865234
	Iteration 13Q: 3 clusters Score -1997944 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1998068.125000 Penalty: 4848.865234
	Iteration 14Q: 3 clusters Score -1998068 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1998176.500000 Penalty: 4848.865234
	Iteration 15Q: 3 clusters Score -1998176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1998259.125000 Penalty: 4848.865234
	Iteration 16Q: 3 clusters Score -1998259 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1998337.500000 Penalty: 4848.865234
	Iteration 17Q: 3 clusters Score -1998338 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1998398.000000 Penalty: 4848.865234
	Iteration 18Q: 3 clusters Score -1998398 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1998441.125000 Penalty: 4848.865234
	Iteration 19Q: 3 clusters Score -1998441 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1998490.250000 Penalty: 4848.865234
	Iteration 20F: 3 clusters Score -1998490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1998536.000000 Penalty: 4848.865234
	Iteration 21Q: 3 clusters Score -1998536 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1998573.625000 Penalty: 4848.865234
	Iteration 22Q: 3 clusters Score -1998574 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1998609.375000 Penalty: 4848.865234
	Iteration 23Q: 3 clusters Score -1998609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1998638.000000 Penalty: 4848.865234
	Iteration 24Q: 3 clusters Score -1998638 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1998670.875000 Penalty: 4848.865234
	Iteration 25Q: 3 clusters Score -1998671 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1998708.500000 Penalty: 4848.865234
	Iteration 26Q: 3 clusters Score -1998708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1998745.750000 Penalty: 4848.865234
	Iteration 27Q: 3 clusters Score -1998746 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1998773.125000 Penalty: 4848.865234
	Iteration 28Q: 3 clusters Score -1998773 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1998794.375000 Penalty: 4848.865234
	Iteration 29Q: 3 clusters Score -1998794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1998821.000000 Penalty: 4848.865234
	Iteration 30Q: 3 clusters Score -1998821 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1998852.250000 Penalty: 4848.865234
	Iteration 31Q: 3 clusters Score -1998852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1998878.250000 Penalty: 4848.865234
	Iteration 32Q: 3 clusters Score -1998878 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1998900.000000 Penalty: 4848.865234
	Iteration 33Q: 3 clusters Score -1998900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1998919.000000 Penalty: 4848.865234
	Iteration 34Q: 3 clusters Score -1998919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1998940.625000 Penalty: 4848.865234
	Iteration 35Q: 3 clusters Score -1998941 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1998955.500000 Penalty: 4848.865234
	Iteration 36Q: 3 clusters Score -1998956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1998968.500000 Penalty: 4848.865234
	Iteration 37Q: 3 clusters Score -1998968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1998984.875000 Penalty: 4848.865234
	Iteration 38Q: 3 clusters Score -1998985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1999004.125000 Penalty: 4848.865234
	Iteration 39Q: 3 clusters Score -1999004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1999015.875000 Penalty: 4848.865234
	Iteration 40F: 3 clusters Score -1999016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1999023.125000 Penalty: 4848.865234
	Iteration 41Q: 3 clusters Score -1999023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1999027.875000 Penalty: 4848.865234
	Iteration 42Q: 3 clusters Score -1999028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1999043.125000 Penalty: 4848.865234
	Iteration 43Q: 3 clusters Score -1999043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1999048.875000 Penalty: 4848.865234
	Iteration 44Q: 3 clusters Score -1999049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1999054.250000 Penalty: 4848.865234
	Iteration 45Q: 3 clusters Score -1999054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1999053.000000 Penalty: 4848.865234
	Iteration 46Q: 3 clusters Score -1999053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1999063.500000 Penalty: 4848.865234
	Iteration 47Q: 3 clusters Score -1999064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1999067.875000 Penalty: 4848.865234
	Iteration 48Q: 3 clusters Score -1999068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1999074.000000 Penalty: 4848.865234
	Iteration 49Q: 3 clusters Score -1999074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1999080.750000 Penalty: 4848.865234
	Iteration 50Q: 3 clusters Score -1999081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1999080.375000 Penalty: 4848.865234
	Iteration 51Q: 3 clusters Score -1999080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1999088.500000 Penalty: 4848.865234
	Iteration 52Q: 3 clusters Score -1999088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1999089.375000 Penalty: 4848.865234
	Iteration 53Q: 3 clusters Score -1999089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1999097.125000 Penalty: 4848.865234
	Iteration 54Q: 3 clusters Score -1999097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1999100.125000 Penalty: 4848.865234
	Iteration 55Q: 3 clusters Score -1999100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1999105.375000 Penalty: 4848.865234
	Iteration 56Q: 3 clusters Score -1999105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1999114.000000 Penalty: 4848.865234
	Iteration 57Q: 3 clusters Score -1999114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1999113.875000 Penalty: 4848.865234
	Iteration 58Q: 3 clusters Score -1999114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1999119.125000 Penalty: 4848.865234
	Iteration 59Q: 3 clusters Score -1999119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1999117.875000 Penalty: 4848.865234
	Iteration 60F: 3 clusters Score -1999118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1999123.250000 Penalty: 4848.865234
	Iteration 61Q: 3 clusters Score -1999123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1999122.375000 Penalty: 4848.865234
	Iteration 62Q: 3 clusters Score -1999122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1999130.375000 Penalty: 4848.865234
	Iteration 63Q: 3 clusters Score -1999130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1999127.125000 Penalty: 4848.865234
	Iteration 64Q: 3 clusters Score -1999127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1999127.375000 Penalty: 4848.865234
	Iteration 65Q: 3 clusters Score -1999127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1999130.375000 Penalty: 4848.865234
	Iteration 66Q: 3 clusters Score -1999130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1999137.125000 Penalty: 4848.865234
	Iteration 67Q: 3 clusters Score -1999137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1999135.625000 Penalty: 4848.865234
	Iteration 68Q: 3 clusters Score -1999136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1999136.000000 Penalty: 4848.865234
	Iteration 69Q: 3 clusters Score -1999136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1999139.125000 Penalty: 4848.865234
	Iteration 70Q: 3 clusters Score -1999139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1999144.000000 Penalty: 4848.865234
	Iteration 71Q: 3 clusters Score -1999144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1999153.625000 Penalty: 4848.865234
	Iteration 72Q: 3 clusters Score -1999154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1999154.375000 Penalty: 4848.865234
	Iteration 73Q: 3 clusters Score -1999154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1999158.125000 Penalty: 4848.865234
	Iteration 74Q: 3 clusters Score -1999158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1999159.875000 Penalty: 4848.865234
	Iteration 75Q: 3 clusters Score -1999160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1999161.125000 Penalty: 4848.865234
	Iteration 76Q: 3 clusters Score -1999161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1999164.750000 Penalty: 4848.865234
	Iteration 77Q: 3 clusters Score -1999165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1999163.000000 Penalty: 4848.865234
	Iteration 78Q: 3 clusters Score -1999163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1999158.250000 Penalty: 4848.865234
	Iteration 79Q: 3 clusters Score -1999158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1999166.000000 Penalty: 4848.865234
	Iteration 80F: 3 clusters Score -1999166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1999171.250000 Penalty: 4848.865234
	Iteration 81Q: 3 clusters Score -1999171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1999179.000000 Penalty: 4848.865234
	Iteration 82Q: 3 clusters Score -1999179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1999176.625000 Penalty: 4848.865234
	Iteration 83Q: 3 clusters Score -1999177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1999187.375000 Penalty: 4848.865234
	Iteration 84Q: 3 clusters Score -1999187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1999189.500000 Penalty: 4848.865234
	Iteration 85Q: 3 clusters Score -1999190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1999192.500000 Penalty: 4848.865234
	Iteration 86Q: 3 clusters Score -1999192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1999201.125000 Penalty: 4848.865234
	Iteration 87Q: 3 clusters Score -1999201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1999200.875000 Penalty: 4848.865234
	Iteration 88Q: 3 clusters Score -1999201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1999207.750000 Penalty: 4848.865234
	Iteration 89Q: 3 clusters Score -1999208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1999209.750000 Penalty: 4848.865234
	Iteration 90Q: 3 clusters Score -1999210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1999210.875000 Penalty: 4848.865234
	Iteration 91Q: 3 clusters Score -1999211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1999207.875000 Penalty: 4848.865234
	Iteration 92Q: 3 clusters Score -1999208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1999207.125000 Penalty: 4848.865234
	Iteration 93Q: 3 clusters Score -1999207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1999205.250000 Penalty: 4848.865234
	Iteration 94Q: 3 clusters Score -1999205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1999208.875000 Penalty: 4848.865234
	Iteration 95Q: 3 clusters Score -1999209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1999204.625000 Penalty: 4848.865234
	Iteration 96Q: 3 clusters Score -1999205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1999205.625000 Penalty: 4848.865234
	Iteration 97Q: 3 clusters Score -1999206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1999203.000000 Penalty: 4848.865234
	Iteration 98Q: 3 clusters Score -1999203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1999204.875000 Penalty: 4848.865234
	Iteration 99Q: 3 clusters Score -1999205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1999206.500000 Penalty: 4848.865234
	Iteration 100F: 3 clusters Score -1999206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1999207.250000 Penalty: 4848.865234
	Iteration 101Q: 3 clusters Score -1999207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1999209.750000 Penalty: 4848.865234
	Iteration 102Q: 3 clusters Score -1999210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1999207.000000 Penalty: 4848.865234
	Iteration 103Q: 3 clusters Score -1999207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1999206.250000 Penalty: 4848.865234
	Iteration 104Q: 3 clusters Score -1999206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1999206.750000 Penalty: 4848.865234
	Iteration 105Q: 3 clusters Score -1999207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1999207.375000 Penalty: 4848.865234
	Iteration 106Q: 3 clusters Score -1999207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1999207.625000 Penalty: 4848.865234
	Iteration 107Q: 3 clusters Score -1999208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1999208.250000 Penalty: 4848.865234
	Iteration 108Q: 3 clusters Score -1999208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1999206.250000 Penalty: 4848.865234
	Iteration 109Q: 3 clusters Score -1999206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1999210.250000 Penalty: 4848.865234
	Iteration 110Q: 3 clusters Score -1999210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1999210.750000 Penalty: 4848.865234
	Iteration 111Q: 3 clusters Score -1999211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1999215.250000 Penalty: 4848.865234
	Iteration 112Q: 3 clusters Score -1999215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1999215.250000 Penalty: 4848.865234
	Iteration 113Q: 3 clusters Score -1999215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1999217.625000 Penalty: 4848.865234
	Iteration 114Q: 3 clusters Score -1999218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1999216.875000 Penalty: 4848.865234
	Iteration 115Q: 3 clusters Score -1999217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1999217.750000 Penalty: 4848.865234
	Iteration 116Q: 3 clusters Score -1999218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1999220.250000 Penalty: 4848.865234
	Iteration 117Q: 3 clusters Score -1999220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1999216.875000 Penalty: 4848.865234
	Iteration 118Q: 3 clusters Score -1999217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1999219.875000 Penalty: 4848.865234
	Iteration 119Q: 3 clusters Score -1999220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1999220.125000 Penalty: 4848.865234
	Iteration 120F: 3 clusters Score -1999220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1999223.625000 Penalty: 4848.865234
	Iteration 121Q: 3 clusters Score -1999224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1999222.625000 Penalty: 4848.865234
	Iteration 122Q: 3 clusters Score -1999223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1999221.750000 Penalty: 4848.865234
	Iteration 123Q: 3 clusters Score -1999222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1999222.875000 Penalty: 4848.865234
	Iteration 124Q: 3 clusters Score -1999223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1999224.125000 Penalty: 4848.865234
	Iteration 125Q: 3 clusters Score -1999224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1999226.000000 Penalty: 4848.865234
	Iteration 126Q: 3 clusters Score -1999226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1999228.000000 Penalty: 4848.865234
	Iteration 127Q: 3 clusters Score -1999228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1999228.000000 Penalty: 4848.865234
	Iteration 128F: 3 clusters Score -1999228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Entering Unmasked Estep 
Score: -3643732.250000 Penalty: 2574.609619
	Iteration 0F: 2 clusters Score -3643732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3621788.750000 Penalty: 5149.219238
	Iteration 0F: 3 clusters Score -3621789 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3629940.500000 Penalty: 5149.219238
	Iteration 1F: 3 clusters Score -3629940 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3630701.500000 Penalty: 5149.219238
	Iteration 2F: 3 clusters Score -3630702 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3631547.500000 Penalty: 5149.219238
	Iteration 3F: 3 clusters Score -3631548 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3632536.500000 Penalty: 5149.219238
	Iteration 4F: 3 clusters Score -3632536 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3633551.250000 Penalty: 5149.219238
	Iteration 5F: 3 clusters Score -3633551 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3634585.250000 Penalty: 5149.219238
	Iteration 6F: 3 clusters Score -3634585 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3635486.750000 Penalty: 5149.219238
	Iteration 7F: 3 clusters Score -3635487 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3636461.000000 Penalty: 5149.219238
	Iteration 8Q: 3 clusters Score -3636461 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3637405.250000 Penalty: 5149.219238
	Iteration 9Q: 3 clusters Score -3637405 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3638334.500000 Penalty: 5149.219238
	Iteration 10Q: 3 clusters Score -3638334 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3639045.500000 Penalty: 5149.219238
	Iteration 11Q: 3 clusters Score -3639046 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3639571.750000 Penalty: 5149.219238
	Iteration 12Q: 3 clusters Score -3639572 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3639901.750000 Penalty: 5149.219238
	Iteration 13Q: 3 clusters Score -3639902 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3640126.250000 Penalty: 5149.219238
	Iteration 14Q: 3 clusters Score -3640126 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3640289.750000 Penalty: 5149.219238
	Iteration 15Q: 3 clusters Score -3640290 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3640407.250000 Penalty: 5149.219238
	Iteration 16Q: 3 clusters Score -3640407 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3640490.750000 Penalty: 5149.219238
	Iteration 17Q: 3 clusters Score -3640491 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3640567.250000 Penalty: 5149.219238
	Iteration 18Q: 3 clusters Score -3640567 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3640655.500000 Penalty: 5149.219238
	Iteration 19Q: 3 clusters Score -3640656 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3640734.250000 Penalty: 5149.219238
	Iteration 20F: 3 clusters Score -3640734 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3640808.000000 Penalty: 5149.219238
	Iteration 21Q: 3 clusters Score -3640808 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3640881.500000 Penalty: 5149.219238
	Iteration 22Q: 3 clusters Score -3640882 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3640928.250000 Penalty: 5149.219238
	Iteration 23Q: 3 clusters Score -3640928 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3640984.250000 Penalty: 5149.219238
	Iteration 24Q: 3 clusters Score -3640984 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3641038.250000 Penalty: 5149.219238
	Iteration 25Q: 3 clusters Score -3641038 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3641104.500000 Penalty: 5149.219238
	Iteration 26Q: 3 clusters Score -3641104 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3641156.750000 Penalty: 5149.219238
	Iteration 27Q: 3 clusters Score -3641157 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3641212.750000 Penalty: 5149.219238
	Iteration 28Q: 3 clusters Score -3641213 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3641259.750000 Penalty: 5149.219238
	Iteration 29Q: 3 clusters Score -3641260 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3641326.500000 Penalty: 5149.219238
	Iteration 30Q: 3 clusters Score -3641326 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3641409.750000 Penalty: 5149.219238
	Iteration 31Q: 3 clusters Score -3641410 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3641449.500000 Penalty: 5149.219238
	Iteration 32Q: 3 clusters Score -3641450 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3641523.500000 Penalty: 5149.219238
	Iteration 33Q: 3 clusters Score -3641524 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3641573.000000 Penalty: 5149.219238
	Iteration 34Q: 3 clusters Score -3641573 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3641628.750000 Penalty: 5149.219238
	Iteration 35Q: 3 clusters Score -3641629 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3641684.000000 Penalty: 5149.219238
	Iteration 36Q: 3 clusters Score -3641684 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3641717.500000 Penalty: 5149.219238
	Iteration 37Q: 3 clusters Score -3641718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3641750.500000 Penalty: 5149.219238
	Iteration 38Q: 3 clusters Score -3641750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3641779.500000 Penalty: 5149.219238
	Iteration 39Q: 3 clusters Score -3641780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3641803.750000 Penalty: 5149.219238
	Iteration 40F: 3 clusters Score -3641804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3641844.000000 Penalty: 5149.219238
	Iteration 41Q: 3 clusters Score -3641844 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3641882.000000 Penalty: 5149.219238
	Iteration 42Q: 3 clusters Score -3641882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3641931.500000 Penalty: 5149.219238
	Iteration 43Q: 3 clusters Score -3641932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3641954.500000 Penalty: 5149.219238
	Iteration 44Q: 3 clusters Score -3641954 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3642005.000000 Penalty: 5149.219238
	Iteration 45Q: 3 clusters Score -3642005 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3642034.250000 Penalty: 5149.219238
	Iteration 46Q: 3 clusters Score -3642034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3642063.750000 Penalty: 5149.219238
	Iteration 47Q: 3 clusters Score -3642064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3642108.750000 Penalty: 5149.219238
	Iteration 48Q: 3 clusters Score -3642109 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3642144.250000 Penalty: 5149.219238
	Iteration 49Q: 3 clusters Score -3642144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3642173.000000 Penalty: 5149.219238
	Iteration 50Q: 3 clusters Score -3642173 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -3642210.500000 Penalty: 5149.219238
	Iteration 51Q: 3 clusters Score -3642210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3642235.250000 Penalty: 5149.219238
	Iteration 52Q: 3 clusters Score -3642235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3642252.250000 Penalty: 5149.219238
	Iteration 53Q: 3 clusters Score -3642252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3642272.000000 Penalty: 5149.219238
	Iteration 54Q: 3 clusters Score -3642272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3642288.500000 Penalty: 5149.219238
	Iteration 55Q: 3 clusters Score -3642288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3642311.000000 Penalty: 5149.219238
	Iteration 56Q: 3 clusters Score -3642311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3642332.500000 Penalty: 5149.219238
	Iteration 57Q: 3 clusters Score -3642332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3642334.750000 Penalty: 5149.219238
	Iteration 58Q: 3 clusters Score -3642335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3642331.500000 Penalty: 5149.219238
	Iteration 59Q: 3 clusters Score -3642332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3642336.500000 Penalty: 5149.219238
	Iteration 60F: 3 clusters Score -3642336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3642347.750000 Penalty: 5149.219238
	Iteration 61Q: 3 clusters Score -3642348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3642351.750000 Penalty: 5149.219238
	Iteration 62Q: 3 clusters Score -3642352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3642361.250000 Penalty: 5149.219238
	Iteration 63Q: 3 clusters Score -3642361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3642375.500000 Penalty: 5149.219238
	Iteration 64Q: 3 clusters Score -3642376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3642378.000000 Penalty: 5149.219238
	Iteration 65Q: 3 clusters Score -3642378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3642383.500000 Penalty: 5149.219238
	Iteration 66Q: 3 clusters Score -3642384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3642394.250000 Penalty: 5149.219238
	Iteration 67Q: 3 clusters Score -3642394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3642396.500000 Penalty: 5149.219238
	Iteration 68Q: 3 clusters Score -3642396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3642399.000000 Penalty: 5149.219238
	Iteration 69Q: 3 clusters Score -3642399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3642398.500000 Penalty: 5149.219238
	Iteration 70Q: 3 clusters Score -3642398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3642396.250000 Penalty: 5149.219238
	Iteration 71Q: 3 clusters Score -3642396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3642394.500000 Penalty: 5149.219238
	Iteration 72Q: 3 clusters Score -3642394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3642402.000000 Penalty: 5149.219238
	Iteration 73Q: 3 clusters Score -3642402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -3642405.250000 Penalty: 5149.219238
	Iteration 74Q: 3 clusters Score -3642405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3642409.500000 Penalty: 5149.219238
	Iteration 75Q: 3 clusters Score -3642410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3642413.500000 Penalty: 5149.219238
	Iteration 76Q: 3 clusters Score -3642414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3642410.750000 Penalty: 5149.219238
	Iteration 77Q: 3 clusters Score -3642411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3642413.250000 Penalty: 5149.219238
	Iteration 78Q: 3 clusters Score -3642413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -3642413.000000 Penalty: 5149.219238
	Iteration 79Q: 3 clusters Score -3642413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3642413.250000 Penalty: 5149.219238
	Iteration 80F: 3 clusters Score -3642413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3642415.500000 Penalty: 5149.219238
	Iteration 81Q: 3 clusters Score -3642416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3642415.750000 Penalty: 5149.219238
	Iteration 82Q: 3 clusters Score -3642416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3642417.250000 Penalty: 5149.219238
	Iteration 83Q: 3 clusters Score -3642417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3642417.250000 Penalty: 5149.219238
	Iteration 84F: 3 clusters Score -3642417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -124239.945312 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -124239.9 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 608 members 
Entering Unmasked Estep 
Score: -122228.492188 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -122228.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123137.828125 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -123137.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -124551.046875 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -124551 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -125243.757812 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -125243.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -125451.617188 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -125451.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -125501.515625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -125501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -125521.781250 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -125521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -125544.289062 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -125544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -125561.359375 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -125561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -125563.804688 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -125563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -125567.882812 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -125567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -125572.851562 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -125572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125576.148438 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -125576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -125579.039062 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -125579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -125585.195312 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -125585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -125586.156250 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -125586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -125586.156250 Penalty: 3509.181641
	Iteration 16F: 3 clusters Score -125586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 93865 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18350 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 167116 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 10 contains 30623 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 51782 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 15 contains 48521 members 
Mstep: Class 16 contains 109796 members 
Mstep: Class 17 contains 74735 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17605 members 
Mstep: Class 20 contains 32257 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40345 members 
Mstep: Class 25 contains 245376 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173232 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 11843 members 
Mstep: Class 34 contains 5610 members 
Mstep: Class 35 contains 165265 members 
Mstep: Class 36 contains 245 members 
Entering Unmasked Estep 
Score: -205566336.000000 Penalty: 128518.421875
Splitting cluster 21 changes total score from -205566928.000000 to -205566336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Entering Unmasked Estep 
Score: -2041679.375000 Penalty: 2434.373535
	Iteration 0F: 2 clusters Score -2041679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2028648.250000 Penalty: 4868.747070
	Iteration 0F: 3 clusters Score -2028648 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2033217.000000 Penalty: 4868.747070
	Iteration 1F: 3 clusters Score -2033217 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2033926.500000 Penalty: 4868.747070
	Iteration 2F: 3 clusters Score -2033926 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2034639.500000 Penalty: 4868.747070
	Iteration 3F: 3 clusters Score -2034640 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2035387.250000 Penalty: 4868.747070
	Iteration 4F: 3 clusters Score -2035387 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2036106.500000 Penalty: 4868.747070
	Iteration 5F: 3 clusters Score -2036106 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2036735.875000 Penalty: 4868.747070
	Iteration 6F: 3 clusters Score -2036736 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2037279.625000 Penalty: 4868.747070
	Iteration 7Q: 3 clusters Score -2037280 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2037707.500000 Penalty: 4868.747070
	Iteration 8Q: 3 clusters Score -2037708 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2038054.250000 Penalty: 4868.747070
	Iteration 9Q: 3 clusters Score -2038054 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2038370.250000 Penalty: 4868.747070
	Iteration 10Q: 3 clusters Score -2038370 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2038676.500000 Penalty: 4868.747070
	Iteration 11Q: 3 clusters Score -2038676 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2038941.375000 Penalty: 4868.747070
	Iteration 12Q: 3 clusters Score -2038941 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2039141.375000 Penalty: 4868.747070
	Iteration 13Q: 3 clusters Score -2039141 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2039313.000000 Penalty: 4868.747070
	Iteration 14Q: 3 clusters Score -2039313 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2039447.625000 Penalty: 4868.747070
	Iteration 15Q: 3 clusters Score -2039448 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2039560.375000 Penalty: 4868.747070
	Iteration 16Q: 3 clusters Score -2039560 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2039645.000000 Penalty: 4868.747070
	Iteration 17Q: 3 clusters Score -2039645 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2039728.125000 Penalty: 4868.747070
	Iteration 18Q: 3 clusters Score -2039728 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2039805.375000 Penalty: 4868.747070
	Iteration 19Q: 3 clusters Score -2039805 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2039861.500000 Penalty: 4868.747070
	Iteration 20F: 3 clusters Score -2039862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2039915.000000 Penalty: 4868.747070
	Iteration 21Q: 3 clusters Score -2039915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2039972.375000 Penalty: 4868.747070
	Iteration 22Q: 3 clusters Score -2039972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2040018.500000 Penalty: 4868.747070
	Iteration 23Q: 3 clusters Score -2040018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2040062.750000 Penalty: 4868.747070
	Iteration 24Q: 3 clusters Score -2040063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2040095.500000 Penalty: 4868.747070
	Iteration 25Q: 3 clusters Score -2040096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2040120.375000 Penalty: 4868.747070
	Iteration 26Q: 3 clusters Score -2040120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2040142.000000 Penalty: 4868.747070
	Iteration 27Q: 3 clusters Score -2040142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2040157.875000 Penalty: 4868.747070
	Iteration 28Q: 3 clusters Score -2040158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2040170.375000 Penalty: 4868.747070
	Iteration 29Q: 3 clusters Score -2040170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2040186.125000 Penalty: 4868.747070
	Iteration 30Q: 3 clusters Score -2040186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2040195.000000 Penalty: 4868.747070
	Iteration 31Q: 3 clusters Score -2040195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2040201.250000 Penalty: 4868.747070
	Iteration 32Q: 3 clusters Score -2040201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2040213.000000 Penalty: 4868.747070
	Iteration 33Q: 3 clusters Score -2040213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2040224.125000 Penalty: 4868.747070
	Iteration 34Q: 3 clusters Score -2040224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2040230.875000 Penalty: 4868.747070
	Iteration 35Q: 3 clusters Score -2040231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2040235.875000 Penalty: 4868.747070
	Iteration 36Q: 3 clusters Score -2040236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2040240.000000 Penalty: 4868.747070
	Iteration 37Q: 3 clusters Score -2040240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2040244.000000 Penalty: 4868.747070
	Iteration 38Q: 3 clusters Score -2040244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2040245.250000 Penalty: 4868.747070
	Iteration 39Q: 3 clusters Score -2040245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2040243.500000 Penalty: 4868.747070
	Iteration 40F: 3 clusters Score -2040244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2040245.250000 Penalty: 4868.747070
	Iteration 41Q: 3 clusters Score -2040245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2040251.000000 Penalty: 4868.747070
	Iteration 42Q: 3 clusters Score -2040251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2040251.250000 Penalty: 4868.747070
	Iteration 43Q: 3 clusters Score -2040251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2040252.875000 Penalty: 4868.747070
	Iteration 44Q: 3 clusters Score -2040253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2040260.250000 Penalty: 4868.747070
	Iteration 45Q: 3 clusters Score -2040260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2040259.500000 Penalty: 4868.747070
	Iteration 46Q: 3 clusters Score -2040260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2040262.250000 Penalty: 4868.747070
	Iteration 47Q: 3 clusters Score -2040262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2040263.500000 Penalty: 4868.747070
	Iteration 48Q: 3 clusters Score -2040264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2040262.625000 Penalty: 4868.747070
	Iteration 49Q: 3 clusters Score -2040263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2040262.625000 Penalty: 4868.747070
	Iteration 50F: 3 clusters Score -2040263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -879996.250000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -879996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -873928.562500 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -873928.6 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -875520.687500 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -875520.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -875818.375000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -875818.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -876062.875000 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -876062.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -876389.625000 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -876389.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -876908.937500 Penalty: 4426.497559
	Iteration 5F: 3 clusters Score -876908.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -877442.250000 Penalty: 4426.497559
	Iteration 6F: 3 clusters Score -877442.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -877911.750000 Penalty: 4426.497559
	Iteration 7F: 3 clusters Score -877911.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -878235.750000 Penalty: 4426.497559
	Iteration 8F: 3 clusters Score -878235.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -878493.625000 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -878493.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -878694.187500 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -878694.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -878853.937500 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -878853.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -879006.375000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -879006.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -879141.187500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -879141.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -879271.125000 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -879271.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -879399.687500 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -879399.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -879516.937500 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -879516.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -879619.187500 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -879619.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -879686.562500 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -879686.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -879745.500000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -879745.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -879793.250000 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -879793.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -879826.125000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -879826.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -879849.437500 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -879849.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -879863.937500 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -879863.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -879875.062500 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -879875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -879878.812500 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -879878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -879880.187500 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -879880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -879880.750000 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -879880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -879880.625000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -879880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -879880.937500 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -879880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -879883.812500 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -879883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -879886.062500 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -879886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -879888.437500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -879888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -879892.937500 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -879892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -879892.687500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -879892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -879893.812500 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -879893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -879893.687500 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -879893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -879896.625000 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -879896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -879898.937500 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -879898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -879898.562500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -879898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -879898.562500 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -879898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Entering Unmasked Estep 
Score: -4785717.500000 Penalty: 2630.095215
	Iteration 0F: 2 clusters Score -4785718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4758423.500000 Penalty: 5260.190430
	Iteration 0F: 3 clusters Score -4758424 nChanged 18401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4768512.000000 Penalty: 5260.190430
	Iteration 1F: 3 clusters Score -4768512 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4769191.000000 Penalty: 5260.190430
	Iteration 2Q: 3 clusters Score -4769191 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4769998.500000 Penalty: 5260.190430
	Iteration 3Q: 3 clusters Score -4769998 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4770959.000000 Penalty: 5260.190430
	Iteration 4F: 3 clusters Score -4770959 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4772081.500000 Penalty: 5260.190430
	Iteration 5F: 3 clusters Score -4772082 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -4773507.000000 Penalty: 5260.190430
	Iteration 6F: 3 clusters Score -4773507 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4775204.000000 Penalty: 5260.190430
	Iteration 7F: 3 clusters Score -4775204 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -4777022.000000 Penalty: 5260.190430
	Iteration 8F: 3 clusters Score -4777022 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4778801.500000 Penalty: 5260.190430
	Iteration 9F: 3 clusters Score -4778802 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4780378.000000 Penalty: 5260.190430
	Iteration 10Q: 3 clusters Score -4780378 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4781602.000000 Penalty: 5260.190430
	Iteration 11Q: 3 clusters Score -4781602 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4782432.000000 Penalty: 5260.190430
	Iteration 12Q: 3 clusters Score -4782432 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4782909.500000 Penalty: 5260.190430
	Iteration 13Q: 3 clusters Score -4782910 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4783183.500000 Penalty: 5260.190430
	Iteration 14Q: 3 clusters Score -4783184 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4783323.000000 Penalty: 5260.190430
	Iteration 15Q: 3 clusters Score -4783323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4783424.500000 Penalty: 5260.190430
	Iteration 16Q: 3 clusters Score -4783424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4783477.500000 Penalty: 5260.190430
	Iteration 17Q: 3 clusters Score -4783478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4783517.500000 Penalty: 5260.190430
	Iteration 18Q: 3 clusters Score -4783518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4783544.000000 Penalty: 5260.190430
	Iteration 19Q: 3 clusters Score -4783544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4783558.000000 Penalty: 5260.190430
	Iteration 20F: 3 clusters Score -4783558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4783567.000000 Penalty: 5260.190430
	Iteration 21Q: 3 clusters Score -4783567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4783570.500000 Penalty: 5260.190430
	Iteration 22Q: 3 clusters Score -4783570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4783573.500000 Penalty: 5260.190430
	Iteration 23Q: 3 clusters Score -4783574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4783579.500000 Penalty: 5260.190430
	Iteration 24Q: 3 clusters Score -4783580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4783587.000000 Penalty: 5260.190430
	Iteration 25Q: 3 clusters Score -4783587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4783592.500000 Penalty: 5260.190430
	Iteration 26Q: 3 clusters Score -4783592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4783603.500000 Penalty: 5260.190430
	Iteration 27Q: 3 clusters Score -4783604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4783606.000000 Penalty: 5260.190430
	Iteration 28Q: 3 clusters Score -4783606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4783609.000000 Penalty: 5260.190430
	Iteration 29Q: 3 clusters Score -4783609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4783616.000000 Penalty: 5260.190430
	Iteration 30Q: 3 clusters Score -4783616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4783620.000000 Penalty: 5260.190430
	Iteration 31Q: 3 clusters Score -4783620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4783622.000000 Penalty: 5260.190430
	Iteration 32Q: 3 clusters Score -4783622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4783622.000000 Penalty: 5260.190430
	Iteration 33F: 3 clusters Score -4783622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (245376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245376 members 
Entering Unmasked Estep 
Score: -28774386.000000 Penalty: 3077.815674
	Iteration 0F: 2 clusters Score -2.877439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122817 members 
Mstep: Class 2 contains 122559 members 
Entering Unmasked Estep 
Score: -28609888.000000 Penalty: 6155.631348
	Iteration 0F: 3 clusters Score -2.860989e+07 nChanged 118871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -28680156.000000 Penalty: 6155.631348
	Iteration 1F: 3 clusters Score -2.868016e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128294 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -28681578.000000 Penalty: 6155.631348
	Iteration 2Q: 3 clusters Score -2.868158e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 113119 members 
Entering Unmasked Estep 
Score: -28683144.000000 Penalty: 6155.631348
	Iteration 3Q: 3 clusters Score -2.868314e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -28685476.000000 Penalty: 6155.631348
	Iteration 4Q: 3 clusters Score -2.868548e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147843 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -28689856.000000 Penalty: 6155.631348
	Iteration 5Q: 3 clusters Score -2.868986e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -28697732.000000 Penalty: 6155.631348
	Iteration 6F: 3 clusters Score -2.869773e+07 nChanged 18732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179793 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -28710786.000000 Penalty: 6155.631348
	Iteration 7F: 3 clusters Score -2.871079e+07 nChanged 21663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201354 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -28729496.000000 Penalty: 6155.631348
	Iteration 8F: 3 clusters Score -2.87295e+07 nChanged 20022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221358 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -28748796.000000 Penalty: 6155.631348
	Iteration 9F: 3 clusters Score -2.87488e+07 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235181 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -28762378.000000 Penalty: 6155.631348
	Iteration 10F: 3 clusters Score -2.876238e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241907 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -28768730.000000 Penalty: 6155.631348
	Iteration 11Q: 3 clusters Score -2.876873e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244145 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -28770608.000000 Penalty: 6155.631348
	Iteration 12Q: 3 clusters Score -2.877061e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244803 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -28771216.000000 Penalty: 6155.631348
	Iteration 13Q: 3 clusters Score -2.877122e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244992 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28771428.000000 Penalty: 6155.631348
	Iteration 14Q: 3 clusters Score -2.877143e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245059 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28771508.000000 Penalty: 6155.631348
	Iteration 15Q: 3 clusters Score -2.877151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245079 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28771536.000000 Penalty: 6155.631348
	Iteration 16Q: 3 clusters Score -2.877154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245090 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28771576.000000 Penalty: 6155.631348
	Iteration 17Q: 3 clusters Score -2.877158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245102 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28771606.000000 Penalty: 6155.631348
	Iteration 18Q: 3 clusters Score -2.877161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245105 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28771606.000000 Penalty: 6155.631348
	Iteration 19Q: 3 clusters Score -2.877161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245102 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28771602.000000 Penalty: 6155.631348
	Iteration 20F: 3 clusters Score -2.87716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245106 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28771634.000000 Penalty: 6155.631348
	Iteration 21Q: 3 clusters Score -2.877163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245107 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28771656.000000 Penalty: 6155.631348
	Iteration 22Q: 3 clusters Score -2.877166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245106 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28771682.000000 Penalty: 6155.631348
	Iteration 23Q: 3 clusters Score -2.877168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245109 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28771666.000000 Penalty: 6155.631348
	Iteration 24Q: 3 clusters Score -2.877167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245111 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28771702.000000 Penalty: 6155.631348
	Iteration 25Q: 3 clusters Score -2.87717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245110 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28771686.000000 Penalty: 6155.631348
	Iteration 26Q: 3 clusters Score -2.877169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245111 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28771696.000000 Penalty: 6155.631348
	Iteration 27Q: 3 clusters Score -2.87717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245111 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28771696.000000 Penalty: 6155.631348
	Iteration 28F: 3 clusters Score -2.87717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -136037.828125 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -136037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133963.765625 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -133963.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134380.015625 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -134380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134603.843750 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -134603.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134845.937500 Penalty: 3529.731445
	Iteration 3F: 3 clusters Score -134845.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134957.625000 Penalty: 3529.731445
	Iteration 4F: 3 clusters Score -134957.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -135110.265625 Penalty: 3529.731445
	Iteration 5F: 3 clusters Score -135110.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135308.406250 Penalty: 3529.731445
	Iteration 6F: 3 clusters Score -135308.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135537.500000 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -135537.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135780.984375 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -135781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -136025.828125 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -136025.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -136299.718750 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -136299.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136507.140625 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -136507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136524.125000 Penalty: 3529.731445
	Iteration 12Q: 3 clusters Score -136524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136524.125000 Penalty: 3529.731445
	Iteration 13F: 3 clusters Score -136524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 93865 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18350 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 167116 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 10 contains 30623 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 51782 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 15 contains 48521 members 
Mstep: Class 16 contains 109796 members 
Mstep: Class 17 contains 74735 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17605 members 
Mstep: Class 20 contains 32257 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40345 members 
Mstep: Class 25 contains 245376 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 173232 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 11843 members 
Mstep: Class 34 contains 5610 members 
Mstep: Class 35 contains 165265 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
Score: -205565584.000000 Penalty: 128518.421875
Splitting cluster 26 changes total score from -205566928.000000 to -205565584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (173232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Entering Unmasked Estep 
Score: -20952532.000000 Penalty: 2991.472168
	Iteration 0F: 2 clusters Score -2.095253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -20844972.000000 Penalty: 5982.944336
	Iteration 0F: 3 clusters Score -2.084497e+07 nChanged 82967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -20893218.000000 Penalty: 5982.944336
	Iteration 1F: 3 clusters Score -2.089322e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -20894970.000000 Penalty: 5982.944336
	Iteration 2Q: 3 clusters Score -2.089497e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -20897396.000000 Penalty: 5982.944336
	Iteration 3Q: 3 clusters Score -2.08974e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -20901298.000000 Penalty: 5982.944336
	Iteration 4Q: 3 clusters Score -2.09013e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -20906944.000000 Penalty: 5982.944336
	Iteration 5F: 3 clusters Score -2.090694e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124309 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -20915894.000000 Penalty: 5982.944336
	Iteration 6F: 3 clusters Score -2.091589e+07 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -20927878.000000 Penalty: 5982.944336
	Iteration 7F: 3 clusters Score -2.092788e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -20938120.000000 Penalty: 5982.944336
	Iteration 8F: 3 clusters Score -2.093812e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160329 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -20944378.000000 Penalty: 5982.944336
	Iteration 9F: 3 clusters Score -2.094438e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166071 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -20947424.000000 Penalty: 5982.944336
	Iteration 10Q: 3 clusters Score -2.094742e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -20948758.000000 Penalty: 5982.944336
	Iteration 11Q: 3 clusters Score -2.094876e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170629 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -20949450.000000 Penalty: 5982.944336
	Iteration 12Q: 3 clusters Score -2.094945e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -20949858.000000 Penalty: 5982.944336
	Iteration 13Q: 3 clusters Score -2.094986e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -20950034.000000 Penalty: 5982.944336
	Iteration 14Q: 3 clusters Score -2.095003e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20950104.000000 Penalty: 5982.944336
	Iteration 15Q: 3 clusters Score -2.09501e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172103 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20950172.000000 Penalty: 5982.944336
	Iteration 16Q: 3 clusters Score -2.095017e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -20950188.000000 Penalty: 5982.944336
	Iteration 17Q: 3 clusters Score -2.095019e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172240 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20950212.000000 Penalty: 5982.944336
	Iteration 18Q: 3 clusters Score -2.095021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20950202.000000 Penalty: 5982.944336
	Iteration 19Q: 3 clusters Score -2.09502e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -20950256.000000 Penalty: 5982.944336
	Iteration 20F: 3 clusters Score -2.095026e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172330 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20950290.000000 Penalty: 5982.944336
	Iteration 21Q: 3 clusters Score -2.095029e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -20950292.000000 Penalty: 5982.944336
	Iteration 22Q: 3 clusters Score -2.095029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -20950284.000000 Penalty: 5982.944336
	Iteration 23Q: 3 clusters Score -2.095028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20950272.000000 Penalty: 5982.944336
	Iteration 24Q: 3 clusters Score -2.095027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20950298.000000 Penalty: 5982.944336
	Iteration 25Q: 3 clusters Score -2.09503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20950294.000000 Penalty: 5982.944336
	Iteration 26Q: 3 clusters Score -2.095029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172394 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20950286.000000 Penalty: 5982.944336
	Iteration 27Q: 3 clusters Score -2.095029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172398 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20950276.000000 Penalty: 5982.944336
	Iteration 28Q: 3 clusters Score -2.095028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172404 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20950280.000000 Penalty: 5982.944336
	Iteration 29Q: 3 clusters Score -2.095028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172402 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20950298.000000 Penalty: 5982.944336
	Iteration 30Q: 3 clusters Score -2.09503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172405 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20950292.000000 Penalty: 5982.944336
	Iteration 31Q: 3 clusters Score -2.095029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -20950298.000000 Penalty: 5982.944336
	Iteration 32Q: 3 clusters Score -2.09503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -20950288.000000 Penalty: 5982.944336
	Iteration 33Q: 3 clusters Score -2.095029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172407 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -20950294.000000 Penalty: 5982.944336
	Iteration 34Q: 3 clusters Score -2.095029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172409 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20950296.000000 Penalty: 5982.944336
	Iteration 35Q: 3 clusters Score -2.09503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172415 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20950286.000000 Penalty: 5982.944336
	Iteration 36Q: 3 clusters Score -2.095029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -20950282.000000 Penalty: 5982.944336
	Iteration 37Q: 3 clusters Score -2.095028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172414 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20950304.000000 Penalty: 5982.944336
	Iteration 38Q: 3 clusters Score -2.09503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20950290.000000 Penalty: 5982.944336
	Iteration 39Q: 3 clusters Score -2.095029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172420 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -20950296.000000 Penalty: 5982.944336
	Iteration 40F: 3 clusters Score -2.09503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172423 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -20950302.000000 Penalty: 5982.944336
	Iteration 41Q: 3 clusters Score -2.09503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172424 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -20950314.000000 Penalty: 5982.944336
	Iteration 42Q: 3 clusters Score -2.095031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172424 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -20950312.000000 Penalty: 5982.944336
	Iteration 43Q: 3 clusters Score -2.095031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -20950306.000000 Penalty: 5982.944336
	Iteration 44Q: 3 clusters Score -2.095031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -20950300.000000 Penalty: 5982.944336
	Iteration 45Q: 3 clusters Score -2.09503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -20950302.000000 Penalty: 5982.944336
	Iteration 46Q: 3 clusters Score -2.09503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -20950302.000000 Penalty: 5982.944336
	Iteration 47Q: 3 clusters Score -2.09503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -20950302.000000 Penalty: 5982.944336
	Iteration 48Q: 3 clusters Score -2.09503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172429 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20950310.000000 Penalty: 5982.944336
	Iteration 49Q: 3 clusters Score -2.095031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172429 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20950310.000000 Penalty: 5982.944336
	Iteration 50F: 3 clusters Score -2.095031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -34040.187500 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -34040.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32736.244141 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -32736.24 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33050.625000 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -33050.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33179.851562 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -33179.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33208.320312 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -33208.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33230.765625 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -33230.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33242.019531 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -33242.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33252.691406 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -33252.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33257.351562 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -33257.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33263.285156 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -33263.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33265.183594 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -33265.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33265.183594 Penalty: 2920.883301
	Iteration 10F: 3 clusters Score -33265.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -456732.187500 Penalty: 2077.555908
	Iteration 0F: 2 clusters Score -456732.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -452660.781250 Penalty: 4155.111816
	Iteration 0F: 3 clusters Score -452660.8 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -453742.812500 Penalty: 4155.111816
	Iteration 1F: 3 clusters Score -453742.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -454089.500000 Penalty: 4155.111816
	Iteration 2F: 3 clusters Score -454089.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -454327.906250 Penalty: 4155.111816
	Iteration 3F: 3 clusters Score -454327.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -454494.031250 Penalty: 4155.111816
	Iteration 4F: 3 clusters Score -454494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -454585.437500 Penalty: 4155.111816
	Iteration 5Q: 3 clusters Score -454585.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -454656.718750 Penalty: 4155.111816
	Iteration 6Q: 3 clusters Score -454656.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -454705.593750 Penalty: 4155.111816
	Iteration 7Q: 3 clusters Score -454705.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -454741.343750 Penalty: 4155.111816
	Iteration 8Q: 3 clusters Score -454741.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -454765.500000 Penalty: 4155.111816
	Iteration 9Q: 3 clusters Score -454765.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -454789.812500 Penalty: 4155.111816
	Iteration 10Q: 3 clusters Score -454789.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -454821.500000 Penalty: 4155.111816
	Iteration 11Q: 3 clusters Score -454821.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -454861.093750 Penalty: 4155.111816
	Iteration 12Q: 3 clusters Score -454861.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -454902.906250 Penalty: 4155.111816
	Iteration 13Q: 3 clusters Score -454902.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -454933.750000 Penalty: 4155.111816
	Iteration 14Q: 3 clusters Score -454933.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -454957.750000 Penalty: 4155.111816
	Iteration 15Q: 3 clusters Score -454957.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -454984.187500 Penalty: 4155.111816
	Iteration 16Q: 3 clusters Score -454984.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -455010.718750 Penalty: 4155.111816
	Iteration 17Q: 3 clusters Score -455010.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -455040.406250 Penalty: 4155.111816
	Iteration 18Q: 3 clusters Score -455040.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -455072.281250 Penalty: 4155.111816
	Iteration 19Q: 3 clusters Score -455072.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -455113.875000 Penalty: 4155.111816
	Iteration 20F: 3 clusters Score -455113.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -455158.093750 Penalty: 4155.111816
	Iteration 21Q: 3 clusters Score -455158.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -455198.250000 Penalty: 4155.111816
	Iteration 22Q: 3 clusters Score -455198.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -455237.343750 Penalty: 4155.111816
	Iteration 23Q: 3 clusters Score -455237.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -455265.312500 Penalty: 4155.111816
	Iteration 24Q: 3 clusters Score -455265.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -455282.656250 Penalty: 4155.111816
	Iteration 25Q: 3 clusters Score -455282.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -455300.125000 Penalty: 4155.111816
	Iteration 26Q: 3 clusters Score -455300.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -455311.718750 Penalty: 4155.111816
	Iteration 27Q: 3 clusters Score -455311.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -455320.781250 Penalty: 4155.111816
	Iteration 28Q: 3 clusters Score -455320.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -455328.625000 Penalty: 4155.111816
	Iteration 29Q: 3 clusters Score -455328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -455334.343750 Penalty: 4155.111816
	Iteration 30Q: 3 clusters Score -455334.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -455339.468750 Penalty: 4155.111816
	Iteration 31Q: 3 clusters Score -455339.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -455345.218750 Penalty: 4155.111816
	Iteration 32Q: 3 clusters Score -455345.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -455351.781250 Penalty: 4155.111816
	Iteration 33Q: 3 clusters Score -455351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -455356.750000 Penalty: 4155.111816
	Iteration 34Q: 3 clusters Score -455356.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -455360.062500 Penalty: 4155.111816
	Iteration 35Q: 3 clusters Score -455360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -455362.593750 Penalty: 4155.111816
	Iteration 36Q: 3 clusters Score -455362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -455363.687500 Penalty: 4155.111816
	Iteration 37Q: 3 clusters Score -455363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -455363.687500 Penalty: 4155.111816
	Iteration 38Q: 3 clusters Score -455363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -455364.062500 Penalty: 4155.111816
	Iteration 39Q: 3 clusters Score -455364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -455364.031250 Penalty: 4155.111816
	Iteration 40F: 3 clusters Score -455364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -455365.750000 Penalty: 4155.111816
	Iteration 41Q: 3 clusters Score -455365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -455366.531250 Penalty: 4155.111816
	Iteration 42Q: 3 clusters Score -455366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -455368.718750 Penalty: 4155.111816
	Iteration 43Q: 3 clusters Score -455368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -455369.750000 Penalty: 4155.111816
	Iteration 44Q: 3 clusters Score -455369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -455370.218750 Penalty: 4155.111816
	Iteration 45Q: 3 clusters Score -455370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -455371.250000 Penalty: 4155.111816
	Iteration 46Q: 3 clusters Score -455371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -455371.156250 Penalty: 4155.111816
	Iteration 47Q: 3 clusters Score -455371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -455371.718750 Penalty: 4155.111816
	Iteration 48Q: 3 clusters Score -455371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -455371.500000 Penalty: 4155.111816
	Iteration 49Q: 3 clusters Score -455371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -455371.500000 Penalty: 4155.111816
	Iteration 50F: 3 clusters Score -455371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -436717.718750 Penalty: 2053.113037
	Iteration 0F: 2 clusters Score -436717.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -432890.843750 Penalty: 4106.226074
	Iteration 0F: 3 clusters Score -432890.8 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -433781.593750 Penalty: 4106.226074
	Iteration 1F: 3 clusters Score -433781.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -434016.468750 Penalty: 4106.226074
	Iteration 2F: 3 clusters Score -434016.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -434195.843750 Penalty: 4106.226074
	Iteration 3F: 3 clusters Score -434195.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -434342.250000 Penalty: 4106.226074
	Iteration 4Q: 3 clusters Score -434342.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -434487.406250 Penalty: 4106.226074
	Iteration 5Q: 3 clusters Score -434487.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -434615.156250 Penalty: 4106.226074
	Iteration 6Q: 3 clusters Score -434615.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -434745.312500 Penalty: 4106.226074
	Iteration 7Q: 3 clusters Score -434745.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -434863.906250 Penalty: 4106.226074
	Iteration 8Q: 3 clusters Score -434863.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -434973.687500 Penalty: 4106.226074
	Iteration 9Q: 3 clusters Score -434973.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -435078.343750 Penalty: 4106.226074
	Iteration 10Q: 3 clusters Score -435078.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -435174.687500 Penalty: 4106.226074
	Iteration 11Q: 3 clusters Score -435174.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -435275.781250 Penalty: 4106.226074
	Iteration 12Q: 3 clusters Score -435275.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -435348.718750 Penalty: 4106.226074
	Iteration 13Q: 3 clusters Score -435348.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -435394.250000 Penalty: 4106.226074
	Iteration 14Q: 3 clusters Score -435394.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -435421.875000 Penalty: 4106.226074
	Iteration 15Q: 3 clusters Score -435421.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -435440.687500 Penalty: 4106.226074
	Iteration 16Q: 3 clusters Score -435440.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -435452.906250 Penalty: 4106.226074
	Iteration 17Q: 3 clusters Score -435452.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -435464.500000 Penalty: 4106.226074
	Iteration 18Q: 3 clusters Score -435464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -435472.656250 Penalty: 4106.226074
	Iteration 19Q: 3 clusters Score -435472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -435483.343750 Penalty: 4106.226074
	Iteration 20F: 3 clusters Score -435483.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -435497.281250 Penalty: 4106.226074
	Iteration 21Q: 3 clusters Score -435497.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -435506.656250 Penalty: 4106.226074
	Iteration 22Q: 3 clusters Score -435506.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -435513.281250 Penalty: 4106.226074
	Iteration 23Q: 3 clusters Score -435513.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -435520.125000 Penalty: 4106.226074
	Iteration 24Q: 3 clusters Score -435520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -435524.906250 Penalty: 4106.226074
	Iteration 25Q: 3 clusters Score -435524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -435527.093750 Penalty: 4106.226074
	Iteration 26Q: 3 clusters Score -435527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -435528.687500 Penalty: 4106.226074
	Iteration 27Q: 3 clusters Score -435528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -435529.406250 Penalty: 4106.226074
	Iteration 28Q: 3 clusters Score -435529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -435530.281250 Penalty: 4106.226074
	Iteration 29Q: 3 clusters Score -435530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -435532.031250 Penalty: 4106.226074
	Iteration 30Q: 3 clusters Score -435532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -435532.250000 Penalty: 4106.226074
	Iteration 31Q: 3 clusters Score -435532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -435533.687500 Penalty: 4106.226074
	Iteration 32Q: 3 clusters Score -435533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -435535.937500 Penalty: 4106.226074
	Iteration 33Q: 3 clusters Score -435535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -435537.187500 Penalty: 4106.226074
	Iteration 34Q: 3 clusters Score -435537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -435537.906250 Penalty: 4106.226074
	Iteration 35Q: 3 clusters Score -435537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -435538.312500 Penalty: 4106.226074
	Iteration 36Q: 3 clusters Score -435538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -435538.531250 Penalty: 4106.226074
	Iteration 37Q: 3 clusters Score -435538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -435538.968750 Penalty: 4106.226074
	Iteration 38Q: 3 clusters Score -435539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -435539.687500 Penalty: 4106.226074
	Iteration 39Q: 3 clusters Score -435539.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -435539.687500 Penalty: 4106.226074
	Iteration 40F: 3 clusters Score -435539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.480469 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -29406.48 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 149 members 
Entering Unmasked Estep 
Score: -28104.812500 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -28104.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28248.994141 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -28248.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28289.890625 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -28289.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28303.140625 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -28303.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28311.433594 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -28311.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28321.181641 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -28321.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28326.464844 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -28326.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28326.464844 Penalty: 2825.758301
	Iteration 7F: 3 clusters Score -28326.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Entering Unmasked Estep 
Score: -1315017.000000 Penalty: 2306.943115
	Iteration 0F: 2 clusters Score -1315017 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 5404 members 
Entering Unmasked Estep 
Score: -1306674.375000 Penalty: 4613.886230
	Iteration 0F: 3 clusters Score -1306674 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1309166.750000 Penalty: 4613.886230
	Iteration 1F: 3 clusters Score -1309167 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1309460.625000 Penalty: 4613.886230
	Iteration 2F: 3 clusters Score -1309461 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1309689.625000 Penalty: 4613.886230
	Iteration 3Q: 3 clusters Score -1309690 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1309895.375000 Penalty: 4613.886230
	Iteration 4Q: 3 clusters Score -1309895 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1310101.000000 Penalty: 4613.886230
	Iteration 5Q: 3 clusters Score -1310101 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1310317.000000 Penalty: 4613.886230
	Iteration 6Q: 3 clusters Score -1310317 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1310585.625000 Penalty: 4613.886230
	Iteration 7Q: 3 clusters Score -1310586 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1310931.000000 Penalty: 4613.886230
	Iteration 8Q: 3 clusters Score -1310931 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1311295.250000 Penalty: 4613.886230
	Iteration 9Q: 3 clusters Score -1311295 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1311698.750000 Penalty: 4613.886230
	Iteration 10Q: 3 clusters Score -1311699 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1312090.500000 Penalty: 4613.886230
	Iteration 11Q: 3 clusters Score -1312090 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1312512.625000 Penalty: 4613.886230
	Iteration 12Q: 3 clusters Score -1312513 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1312948.000000 Penalty: 4613.886230
	Iteration 13Q: 3 clusters Score -1312948 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1313463.500000 Penalty: 4613.886230
	Iteration 14Q: 3 clusters Score -1313464 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1313900.250000 Penalty: 4613.886230
	Iteration 15Q: 3 clusters Score -1313900 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1314123.125000 Penalty: 4613.886230
	Iteration 16Q: 3 clusters Score -1314123 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1314251.625000 Penalty: 4613.886230
	Iteration 17Q: 3 clusters Score -1314252 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1314327.375000 Penalty: 4613.886230
	Iteration 18Q: 3 clusters Score -1314327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1314366.375000 Penalty: 4613.886230
	Iteration 19Q: 3 clusters Score -1314366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1314395.750000 Penalty: 4613.886230
	Iteration 20F: 3 clusters Score -1314396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1314401.750000 Penalty: 4613.886230
	Iteration 21Q: 3 clusters Score -1314402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1314413.250000 Penalty: 4613.886230
	Iteration 22Q: 3 clusters Score -1314413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1314423.875000 Penalty: 4613.886230
	Iteration 23Q: 3 clusters Score -1314424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1314430.250000 Penalty: 4613.886230
	Iteration 24Q: 3 clusters Score -1314430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1314436.875000 Penalty: 4613.886230
	Iteration 25Q: 3 clusters Score -1314437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1314446.000000 Penalty: 4613.886230
	Iteration 26Q: 3 clusters Score -1314446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1314452.250000 Penalty: 4613.886230
	Iteration 27Q: 3 clusters Score -1314452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1314457.625000 Penalty: 4613.886230
	Iteration 28Q: 3 clusters Score -1314458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1314461.250000 Penalty: 4613.886230
	Iteration 29Q: 3 clusters Score -1314461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1314463.500000 Penalty: 4613.886230
	Iteration 30Q: 3 clusters Score -1314464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1314463.750000 Penalty: 4613.886230
	Iteration 31Q: 3 clusters Score -1314464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1314463.500000 Penalty: 4613.886230
	Iteration 32Q: 3 clusters Score -1314464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1314463.625000 Penalty: 4613.886230
	Iteration 33Q: 3 clusters Score -1314464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1314465.250000 Penalty: 4613.886230
	Iteration 34Q: 3 clusters Score -1314465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1314462.875000 Penalty: 4613.886230
	Iteration 35Q: 3 clusters Score -1314463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1314464.375000 Penalty: 4613.886230
	Iteration 36Q: 3 clusters Score -1314464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1314464.625000 Penalty: 4613.886230
	Iteration 37Q: 3 clusters Score -1314465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1314463.250000 Penalty: 4613.886230
	Iteration 38Q: 3 clusters Score -1314463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1314465.500000 Penalty: 4613.886230
	Iteration 39Q: 3 clusters Score -1314466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1314462.750000 Penalty: 4613.886230
	Iteration 40F: 3 clusters Score -1314463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1314464.375000 Penalty: 4613.886230
	Iteration 41Q: 3 clusters Score -1314464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1314464.875000 Penalty: 4613.886230
	Iteration 42Q: 3 clusters Score -1314465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1314464.875000 Penalty: 4613.886230
	Iteration 43F: 3 clusters Score -1314465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Entering Unmasked Estep 
Score: -1359914.125000 Penalty: 2326.114014
	Iteration 0F: 2 clusters Score -1359914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1351052.250000 Penalty: 4652.228027
	Iteration 0F: 3 clusters Score -1351052 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1353846.875000 Penalty: 4652.228027
	Iteration 1F: 3 clusters Score -1353847 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1354368.875000 Penalty: 4652.228027
	Iteration 2F: 3 clusters Score -1354369 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1354794.250000 Penalty: 4652.228027
	Iteration 3F: 3 clusters Score -1354794 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1355237.875000 Penalty: 4652.228027
	Iteration 4F: 3 clusters Score -1355238 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1355671.250000 Penalty: 4652.228027
	Iteration 5F: 3 clusters Score -1355671 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1356119.000000 Penalty: 4652.228027
	Iteration 6F: 3 clusters Score -1356119 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1356556.250000 Penalty: 4652.228027
	Iteration 7Q: 3 clusters Score -1356556 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1356909.875000 Penalty: 4652.228027
	Iteration 8Q: 3 clusters Score -1356910 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1357203.000000 Penalty: 4652.228027
	Iteration 9Q: 3 clusters Score -1357203 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1357448.375000 Penalty: 4652.228027
	Iteration 10Q: 3 clusters Score -1357448 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1357658.625000 Penalty: 4652.228027
	Iteration 11Q: 3 clusters Score -1357659 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1357815.000000 Penalty: 4652.228027
	Iteration 12Q: 3 clusters Score -1357815 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1357928.375000 Penalty: 4652.228027
	Iteration 13Q: 3 clusters Score -1357928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1358002.250000 Penalty: 4652.228027
	Iteration 14Q: 3 clusters Score -1358002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1358051.500000 Penalty: 4652.228027
	Iteration 15Q: 3 clusters Score -1358052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1358092.875000 Penalty: 4652.228027
	Iteration 16Q: 3 clusters Score -1358093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1358115.500000 Penalty: 4652.228027
	Iteration 17Q: 3 clusters Score -1358116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1358131.875000 Penalty: 4652.228027
	Iteration 18Q: 3 clusters Score -1358132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1358146.125000 Penalty: 4652.228027
	Iteration 19Q: 3 clusters Score -1358146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1358162.250000 Penalty: 4652.228027
	Iteration 20F: 3 clusters Score -1358162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1358174.750000 Penalty: 4652.228027
	Iteration 21Q: 3 clusters Score -1358175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1358193.000000 Penalty: 4652.228027
	Iteration 22Q: 3 clusters Score -1358193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1358202.125000 Penalty: 4652.228027
	Iteration 23Q: 3 clusters Score -1358202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1358212.375000 Penalty: 4652.228027
	Iteration 24Q: 3 clusters Score -1358212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1358223.625000 Penalty: 4652.228027
	Iteration 25Q: 3 clusters Score -1358224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1358234.000000 Penalty: 4652.228027
	Iteration 26Q: 3 clusters Score -1358234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1358242.125000 Penalty: 4652.228027
	Iteration 27Q: 3 clusters Score -1358242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1358246.250000 Penalty: 4652.228027
	Iteration 28Q: 3 clusters Score -1358246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1358252.500000 Penalty: 4652.228027
	Iteration 29Q: 3 clusters Score -1358252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1358255.000000 Penalty: 4652.228027
	Iteration 30Q: 3 clusters Score -1358255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1358258.875000 Penalty: 4652.228027
	Iteration 31Q: 3 clusters Score -1358259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1358259.250000 Penalty: 4652.228027
	Iteration 32Q: 3 clusters Score -1358259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1358265.125000 Penalty: 4652.228027
	Iteration 33Q: 3 clusters Score -1358265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1358268.875000 Penalty: 4652.228027
	Iteration 34Q: 3 clusters Score -1358269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1358273.750000 Penalty: 4652.228027
	Iteration 35Q: 3 clusters Score -1358274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1358279.500000 Penalty: 4652.228027
	Iteration 36Q: 3 clusters Score -1358280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1358281.250000 Penalty: 4652.228027
	Iteration 37Q: 3 clusters Score -1358281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1358284.500000 Penalty: 4652.228027
	Iteration 38Q: 3 clusters Score -1358284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1358282.750000 Penalty: 4652.228027
	Iteration 39Q: 3 clusters Score -1358283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1358285.125000 Penalty: 4652.228027
	Iteration 40F: 3 clusters Score -1358285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1358285.500000 Penalty: 4652.228027
	Iteration 41Q: 3 clusters Score -1358286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1358283.500000 Penalty: 4652.228027
	Iteration 42Q: 3 clusters Score -1358284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1358286.250000 Penalty: 4652.228027
	Iteration 43Q: 3 clusters Score -1358286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1358286.250000 Penalty: 4652.228027
	Iteration 44F: 3 clusters Score -1358286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -610049.250000 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -610049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -605162.125000 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -605162.1 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -606473.750000 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -606473.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -606862.437500 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -606862.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -607212.437500 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -607212.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -607469.125000 Penalty: 4281.624023
	Iteration 4F: 3 clusters Score -607469.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -607720.062500 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -607720.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -607967.500000 Penalty: 4281.624023
	Iteration 6F: 3 clusters Score -607967.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -608185.875000 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -608185.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -608339.875000 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -608339.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -608461.812500 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -608461.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -608589.625000 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -608589.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -608756.312500 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -608756.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -608955.000000 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -608955 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -609157.437500 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -609157.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -609313.750000 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -609313.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -609435.312500 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -609435.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -609545.875000 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -609545.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -609628.500000 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -609628.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -609691.125000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -609691.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -609752.500000 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -609752.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -609797.687500 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -609797.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -609812.000000 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -609812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -609823.875000 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -609823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -609835.875000 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -609835.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -609848.187500 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -609848.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -609865.125000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -609865.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -609877.750000 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -609877.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -609893.375000 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -609893.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -609907.875000 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -609907.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -609920.437500 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -609920.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -609939.750000 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -609939.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -609965.187500 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -609965.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -610009.500000 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -610009.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -610082.625000 Penalty: 4281.624023
	Iteration 33Q: 3 clusters Score -610082.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -610185.937500 Penalty: 4281.624023
	Iteration 34Q: 3 clusters Score -610185.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -610314.437500 Penalty: 4281.624023
	Iteration 35Q: 3 clusters Score -610314.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -610398.875000 Penalty: 4281.624023
	Iteration 36Q: 3 clusters Score -610398.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -610448.437500 Penalty: 4281.624023
	Iteration 37Q: 3 clusters Score -610448.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -610467.125000 Penalty: 4281.624023
	Iteration 38Q: 3 clusters Score -610467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -610476.500000 Penalty: 4281.624023
	Iteration 39Q: 3 clusters Score -610476.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -610481.687500 Penalty: 4281.624023
	Iteration 40F: 3 clusters Score -610481.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -610487.000000 Penalty: 4281.624023
	Iteration 41Q: 3 clusters Score -610487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -610486.625000 Penalty: 4281.624023
	Iteration 42Q: 3 clusters Score -610486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -610487.625000 Penalty: 4281.624023
	Iteration 43Q: 3 clusters Score -610487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -610487.750000 Penalty: 4281.624023
	Iteration 44Q: 3 clusters Score -610487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -610487.750000 Penalty: 4281.624023
	Iteration 45F: 3 clusters Score -610487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 93865 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18350 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 167116 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 10 contains 30623 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 51782 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 15 contains 48521 members 
Mstep: Class 16 contains 109796 members 
Mstep: Class 17 contains 74735 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17605 members 
Mstep: Class 20 contains 32257 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40345 members 
Mstep: Class 25 contains 245376 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173232 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 11843 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 165265 members 
Mstep: Class 36 contains 2998 members 
Entering Unmasked Estep 
Score: -205566032.000000 Penalty: 128518.421875
Splitting cluster 34 changes total score from -205566928.000000 to -205566032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (165265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Entering Unmasked Estep 
Score: -19630352.000000 Penalty: 2979.795654
	Iteration 0F: 2 clusters Score -1.963035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -19520874.000000 Penalty: 5959.591309
	Iteration 0F: 3 clusters Score -1.952087e+07 nChanged 79147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -19567824.000000 Penalty: 5959.591309
	Iteration 1F: 3 clusters Score -1.956782e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -19569382.000000 Penalty: 5959.591309
	Iteration 2Q: 3 clusters Score -1.956938e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -19571524.000000 Penalty: 5959.591309
	Iteration 3Q: 3 clusters Score -1.957152e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -19574810.000000 Penalty: 5959.591309
	Iteration 4Q: 3 clusters Score -1.957481e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -19579416.000000 Penalty: 5959.591309
	Iteration 5F: 3 clusters Score -1.957942e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -19585824.000000 Penalty: 5959.591309
	Iteration 6F: 3 clusters Score -1.958582e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -19593376.000000 Penalty: 5959.591309
	Iteration 7F: 3 clusters Score -1.959338e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -19600880.000000 Penalty: 5959.591309
	Iteration 8F: 3 clusters Score -1.960088e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -19607332.000000 Penalty: 5959.591309
	Iteration 9F: 3 clusters Score -1.960733e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -19612426.000000 Penalty: 5959.591309
	Iteration 10Q: 3 clusters Score -1.961243e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -19616826.000000 Penalty: 5959.591309
	Iteration 11Q: 3 clusters Score -1.961683e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -19620292.000000 Penalty: 5959.591309
	Iteration 12Q: 3 clusters Score -1.962029e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -19622748.000000 Penalty: 5959.591309
	Iteration 13Q: 3 clusters Score -1.962275e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -19624544.000000 Penalty: 5959.591309
	Iteration 14Q: 3 clusters Score -1.962454e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -19625748.000000 Penalty: 5959.591309
	Iteration 15Q: 3 clusters Score -1.962575e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -19626406.000000 Penalty: 5959.591309
	Iteration 16Q: 3 clusters Score -1.962641e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -19626816.000000 Penalty: 5959.591309
	Iteration 17Q: 3 clusters Score -1.962682e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -19627214.000000 Penalty: 5959.591309
	Iteration 18Q: 3 clusters Score -1.962721e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -19627422.000000 Penalty: 5959.591309
	Iteration 19Q: 3 clusters Score -1.962742e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163074 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -19627584.000000 Penalty: 5959.591309
	Iteration 20F: 3 clusters Score -1.962758e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19627680.000000 Penalty: 5959.591309
	Iteration 21Q: 3 clusters Score -1.962768e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19627720.000000 Penalty: 5959.591309
	Iteration 22Q: 3 clusters Score -1.962772e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -19627758.000000 Penalty: 5959.591309
	Iteration 23Q: 3 clusters Score -1.962776e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163762 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19627784.000000 Penalty: 5959.591309
	Iteration 24Q: 3 clusters Score -1.962778e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19627820.000000 Penalty: 5959.591309
	Iteration 25Q: 3 clusters Score -1.962782e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19627838.000000 Penalty: 5959.591309
	Iteration 26Q: 3 clusters Score -1.962784e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -19627868.000000 Penalty: 5959.591309
	Iteration 27Q: 3 clusters Score -1.962787e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -19627884.000000 Penalty: 5959.591309
	Iteration 28Q: 3 clusters Score -1.962788e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -19627920.000000 Penalty: 5959.591309
	Iteration 29Q: 3 clusters Score -1.962792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19627922.000000 Penalty: 5959.591309
	Iteration 30Q: 3 clusters Score -1.962792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164102 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -19627944.000000 Penalty: 5959.591309
	Iteration 31Q: 3 clusters Score -1.962794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19627944.000000 Penalty: 5959.591309
	Iteration 32Q: 3 clusters Score -1.962794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19627936.000000 Penalty: 5959.591309
	Iteration 33Q: 3 clusters Score -1.962794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164174 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -19627956.000000 Penalty: 5959.591309
	Iteration 34Q: 3 clusters Score -1.962796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19627974.000000 Penalty: 5959.591309
	Iteration 35Q: 3 clusters Score -1.962797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164196 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19627974.000000 Penalty: 5959.591309
	Iteration 36Q: 3 clusters Score -1.962797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19627976.000000 Penalty: 5959.591309
	Iteration 37Q: 3 clusters Score -1.962798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164217 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19627976.000000 Penalty: 5959.591309
	Iteration 38Q: 3 clusters Score -1.962798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164223 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19627980.000000 Penalty: 5959.591309
	Iteration 39Q: 3 clusters Score -1.962798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164225 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -19627988.000000 Penalty: 5959.591309
	Iteration 40F: 3 clusters Score -1.962799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19627992.000000 Penalty: 5959.591309
	Iteration 41Q: 3 clusters Score -1.962799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19628002.000000 Penalty: 5959.591309
	Iteration 42Q: 3 clusters Score -1.9628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19628004.000000 Penalty: 5959.591309
	Iteration 43Q: 3 clusters Score -1.9628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164238 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -19628004.000000 Penalty: 5959.591309
	Iteration 44Q: 3 clusters Score -1.9628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19627992.000000 Penalty: 5959.591309
	Iteration 45Q: 3 clusters Score -1.962799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19627988.000000 Penalty: 5959.591309
	Iteration 46Q: 3 clusters Score -1.962799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19627990.000000 Penalty: 5959.591309
	Iteration 47Q: 3 clusters Score -1.962799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19627990.000000 Penalty: 5959.591309
	Iteration 48F: 3 clusters Score -1.962799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 93865 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18350 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 167116 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 10 contains 30623 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 51782 members 
Mstep: Class 13 contains 70478 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 15 contains 48521 members 
Mstep: Class 16 contains 109796 members 
Mstep: Class 17 contains 74735 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17605 members 
Mstep: Class 20 contains 32257 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40345 members 
Mstep: Class 25 contains 245376 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173232 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 11843 members 
Mstep: Class 34 contains 5610 members 
Mstep: Class 35 contains 165265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566960.000000 Penalty: 124948.460938
Iteration 359Q: 36 clusters Score -2.05567e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 93848 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18351 members 
Mstep: Class 5 contains 22368 members 
Mstep: Class 6 contains 167108 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12508 members 
Mstep: Class 10 contains 30624 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 51971 members 
Mstep: Class 13 contains 70479 members 
Mstep: Class 14 contains 28104 members 
Mstep: Class 15 contains 48505 members 
Mstep: Class 16 contains 109758 members 
Mstep: Class 17 contains 74748 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17601 members 
Mstep: Class 20 contains 32325 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18322 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 40346 members 
Mstep: Class 25 contains 245340 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173236 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 11843 members 
Mstep: Class 34 contains 5609 members 
Mstep: Class 35 contains 165155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566992.000000 Penalty: 124948.460938
Iteration 360F: 36 clusters Score -2.05567e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 93838 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18355 members 
Mstep: Class 5 contains 22344 members 
Mstep: Class 6 contains 167102 members 
Mstep: Class 7 contains 81330 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 10 contains 30622 members 
Mstep: Class 11 contains 170452 members 
Mstep: Class 12 contains 52164 members 
Mstep: Class 13 contains 70483 members 
Mstep: Class 14 contains 28092 members 
Mstep: Class 15 contains 48491 members 
Mstep: Class 16 contains 109735 members 
Mstep: Class 17 contains 74763 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17601 members 
Mstep: Class 20 contains 32394 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18315 members 
Mstep: Class 23 contains 7512 members 
Mstep: Class 24 contains 40349 members 
Mstep: Class 25 contains 245298 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173240 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 11843 members 
Mstep: Class 34 contains 5610 members 
Mstep: Class 35 contains 165003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567024.000000 Penalty: 124948.460938
Iteration 361Q: 36 clusters Score -2.05567e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 93834 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18360 members 
Mstep: Class 5 contains 22324 members 
Mstep: Class 6 contains 167086 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 12520 members 
Mstep: Class 10 contains 30619 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 52362 members 
Mstep: Class 13 contains 70483 members 
Mstep: Class 14 contains 28066 members 
Mstep: Class 15 contains 48485 members 
Mstep: Class 16 contains 109703 members 
Mstep: Class 17 contains 74778 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17594 members 
Mstep: Class 20 contains 32482 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18308 members 
Mstep: Class 23 contains 7511 members 
Mstep: Class 24 contains 40349 members 
Mstep: Class 25 contains 245259 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173243 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 11845 members 
Mstep: Class 34 contains 5611 members 
Mstep: Class 35 contains 164845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567088.000000 Penalty: 124948.460938
Iteration 362Q: 36 clusters Score -2.055671e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 93839 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18366 members 
Mstep: Class 5 contains 22301 members 
Mstep: Class 6 contains 167096 members 
Mstep: Class 7 contains 81341 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 30616 members 
Mstep: Class 11 contains 170456 members 
Mstep: Class 12 contains 52561 members 
Mstep: Class 13 contains 70484 members 
Mstep: Class 14 contains 28038 members 
Mstep: Class 15 contains 48487 members 
Mstep: Class 16 contains 109670 members 
Mstep: Class 17 contains 74790 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17583 members 
Mstep: Class 20 contains 32568 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18313 members 
Mstep: Class 23 contains 7509 members 
Mstep: Class 24 contains 40348 members 
Mstep: Class 25 contains 245203 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173245 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 11845 members 
Mstep: Class 34 contains 5614 members 
Mstep: Class 35 contains 164655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567264.000000 Penalty: 124948.460938
Iteration 363Q: 36 clusters Score -2.055673e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 93841 members 
Mstep: Class 3 contains 41321 members 
Mstep: Class 4 contains 18374 members 
Mstep: Class 5 contains 22280 members 
Mstep: Class 6 contains 167102 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7298 members 
Mstep: Class 9 contains 12514 members 
Mstep: Class 10 contains 30614 members 
Mstep: Class 11 contains 170455 members 
Mstep: Class 12 contains 52774 members 
Mstep: Class 13 contains 70482 members 
Mstep: Class 14 contains 28013 members 
Mstep: Class 15 contains 48477 members 
Mstep: Class 16 contains 109637 members 
Mstep: Class 17 contains 74808 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17577 members 
Mstep: Class 20 contains 32647 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40348 members 
Mstep: Class 25 contains 245139 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173250 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10970 members 
Mstep: Class 33 contains 11850 members 
Mstep: Class 34 contains 5616 members 
Mstep: Class 35 contains 164485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567184.000000 Penalty: 124948.460938
Iteration 364Q: 36 clusters Score -2.055672e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 93837 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18380 members 
Mstep: Class 5 contains 22269 members 
Mstep: Class 6 contains 167113 members 
Mstep: Class 7 contains 81349 members 
Mstep: Class 8 contains 7298 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 30609 members 
Mstep: Class 11 contains 170455 members 
Mstep: Class 12 contains 52994 members 
Mstep: Class 13 contains 70483 members 
Mstep: Class 14 contains 28001 members 
Mstep: Class 15 contains 48471 members 
Mstep: Class 16 contains 109599 members 
Mstep: Class 17 contains 74824 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17570 members 
Mstep: Class 20 contains 32711 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18311 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40347 members 
Mstep: Class 25 contains 245076 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173255 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4351 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10971 members 
Mstep: Class 33 contains 11854 members 
Mstep: Class 34 contains 5616 members 
Mstep: Class 35 contains 164313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567168.000000 Penalty: 124948.460938
Iteration 365Q: 36 clusters Score -2.055672e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 93849 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18378 members 
Mstep: Class 5 contains 22253 members 
Mstep: Class 6 contains 167104 members 
Mstep: Class 7 contains 81349 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 12496 members 
Mstep: Class 10 contains 30606 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 53211 members 
Mstep: Class 13 contains 70485 members 
Mstep: Class 14 contains 27995 members 
Mstep: Class 15 contains 48470 members 
Mstep: Class 16 contains 109581 members 
Mstep: Class 17 contains 74841 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17559 members 
Mstep: Class 20 contains 32788 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18323 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40345 members 
Mstep: Class 25 contains 245005 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173257 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 11858 members 
Mstep: Class 34 contains 5617 members 
Mstep: Class 35 contains 164117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567488.000000 Penalty: 124948.460938
Iteration 366Q: 36 clusters Score -2.055675e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 93881 members 
Mstep: Class 3 contains 41327 members 
Mstep: Class 4 contains 18382 members 
Mstep: Class 5 contains 22243 members 
Mstep: Class 6 contains 167077 members 
Mstep: Class 7 contains 81344 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 30598 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 53416 members 
Mstep: Class 13 contains 70484 members 
Mstep: Class 14 contains 27995 members 
Mstep: Class 15 contains 48466 members 
Mstep: Class 16 contains 109570 members 
Mstep: Class 17 contains 74857 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17554 members 
Mstep: Class 20 contains 32847 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18332 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40340 members 
Mstep: Class 25 contains 244932 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173253 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 11862 members 
Mstep: Class 34 contains 5618 members 
Mstep: Class 35 contains 163938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567520.000000 Penalty: 124948.460938
Iteration 367Q: 36 clusters Score -2.055675e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 93893 members 
Mstep: Class 3 contains 41328 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 22231 members 
Mstep: Class 6 contains 167055 members 
Mstep: Class 7 contains 81346 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 30593 members 
Mstep: Class 11 contains 170451 members 
Mstep: Class 12 contains 53606 members 
Mstep: Class 13 contains 70487 members 
Mstep: Class 14 contains 27984 members 
Mstep: Class 15 contains 48463 members 
Mstep: Class 16 contains 109564 members 
Mstep: Class 17 contains 74870 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17550 members 
Mstep: Class 20 contains 32912 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18331 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40334 members 
Mstep: Class 25 contains 244836 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173249 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 11866 members 
Mstep: Class 34 contains 5619 members 
Mstep: Class 35 contains 163808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567344.000000 Penalty: 124948.460938
Iteration 368Q: 36 clusters Score -2.055673e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 93900 members 
Mstep: Class 3 contains 41333 members 
Mstep: Class 4 contains 18381 members 
Mstep: Class 5 contains 22219 members 
Mstep: Class 6 contains 167017 members 
Mstep: Class 7 contains 81342 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 12502 members 
Mstep: Class 10 contains 30584 members 
Mstep: Class 11 contains 170454 members 
Mstep: Class 12 contains 53787 members 
Mstep: Class 13 contains 70489 members 
Mstep: Class 14 contains 27967 members 
Mstep: Class 15 contains 48460 members 
Mstep: Class 16 contains 109549 members 
Mstep: Class 17 contains 74881 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17545 members 
Mstep: Class 20 contains 32982 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18332 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40333 members 
Mstep: Class 25 contains 244753 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173256 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 11869 members 
Mstep: Class 34 contains 5620 members 
Mstep: Class 35 contains 163700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567392.000000 Penalty: 124948.460938
Iteration 369Q: 36 clusters Score -2.055674e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 93919 members 
Mstep: Class 3 contains 41334 members 
Mstep: Class 4 contains 18384 members 
Mstep: Class 5 contains 22206 members 
Mstep: Class 6 contains 166960 members 
Mstep: Class 7 contains 81344 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 10 contains 30577 members 
Mstep: Class 11 contains 170452 members 
Mstep: Class 12 contains 53955 members 
Mstep: Class 13 contains 70491 members 
Mstep: Class 14 contains 27967 members 
Mstep: Class 15 contains 48460 members 
Mstep: Class 16 contains 109536 members 
Mstep: Class 17 contains 74891 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17531 members 
Mstep: Class 20 contains 33047 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18335 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40333 members 
Mstep: Class 25 contains 244672 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173258 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10978 members 
Mstep: Class 33 contains 11873 members 
Mstep: Class 34 contains 5622 members 
Mstep: Class 35 contains 163603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567184.000000 Penalty: 124948.460938
Iteration 370Q: 36 clusters Score -2.055672e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 93941 members 
Mstep: Class 3 contains 41335 members 
Mstep: Class 4 contains 18389 members 
Mstep: Class 5 contains 22206 members 
Mstep: Class 6 contains 166841 members 
Mstep: Class 7 contains 81345 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 30569 members 
Mstep: Class 11 contains 170458 members 
Mstep: Class 12 contains 54131 members 
Mstep: Class 13 contains 70489 members 
Mstep: Class 14 contains 27956 members 
Mstep: Class 15 contains 48457 members 
Mstep: Class 16 contains 109526 members 
Mstep: Class 17 contains 74903 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17520 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18346 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40332 members 
Mstep: Class 25 contains 244611 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173259 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10978 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 5622 members 
Mstep: Class 35 contains 163539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567504.000000 Penalty: 124948.460938
Iteration 371Q: 36 clusters Score -2.055675e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 93959 members 
Mstep: Class 3 contains 41337 members 
Mstep: Class 4 contains 18392 members 
Mstep: Class 5 contains 22202 members 
Mstep: Class 6 contains 166733 members 
Mstep: Class 7 contains 81343 members 
Mstep: Class 8 contains 7303 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 30563 members 
Mstep: Class 11 contains 170462 members 
Mstep: Class 12 contains 54290 members 
Mstep: Class 13 contains 70491 members 
Mstep: Class 14 contains 27940 members 
Mstep: Class 15 contains 48437 members 
Mstep: Class 16 contains 109508 members 
Mstep: Class 17 contains 74912 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17506 members 
Mstep: Class 20 contains 33161 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18361 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40331 members 
Mstep: Class 25 contains 244561 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173264 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4356 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10979 members 
Mstep: Class 33 contains 11881 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 163490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567888.000000 Penalty: 124948.460938
Iteration 372Q: 36 clusters Score -2.055679e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 93983 members 
Mstep: Class 3 contains 41335 members 
Mstep: Class 4 contains 18399 members 
Mstep: Class 5 contains 22196 members 
Mstep: Class 6 contains 166625 members 
Mstep: Class 7 contains 81347 members 
Mstep: Class 8 contains 7305 members 
Mstep: Class 9 contains 12516 members 
Mstep: Class 10 contains 30554 members 
Mstep: Class 11 contains 170456 members 
Mstep: Class 12 contains 54435 members 
Mstep: Class 13 contains 70492 members 
Mstep: Class 14 contains 27935 members 
Mstep: Class 15 contains 48421 members 
Mstep: Class 16 contains 109481 members 
Mstep: Class 17 contains 74926 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17497 members 
Mstep: Class 20 contains 33206 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18375 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40334 members 
Mstep: Class 25 contains 244519 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173265 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4357 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 11881 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 163459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567952.000000 Penalty: 124948.460938
Iteration 373Q: 36 clusters Score -2.05568e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 93988 members 
Mstep: Class 3 contains 41334 members 
Mstep: Class 4 contains 18400 members 
Mstep: Class 5 contains 22189 members 
Mstep: Class 6 contains 166480 members 
Mstep: Class 7 contains 81345 members 
Mstep: Class 8 contains 7307 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 10 contains 30544 members 
Mstep: Class 11 contains 170447 members 
Mstep: Class 12 contains 54593 members 
Mstep: Class 13 contains 70495 members 
Mstep: Class 14 contains 27916 members 
Mstep: Class 15 contains 48411 members 
Mstep: Class 16 contains 109464 members 
Mstep: Class 17 contains 74943 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17493 members 
Mstep: Class 20 contains 33260 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18394 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40337 members 
Mstep: Class 25 contains 244484 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173265 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4359 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10981 members 
Mstep: Class 33 contains 11882 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 163449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568016.000000 Penalty: 124948.460938
Iteration 374Q: 36 clusters Score -2.05568e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 93982 members 
Mstep: Class 3 contains 41333 members 
Mstep: Class 4 contains 18404 members 
Mstep: Class 5 contains 22180 members 
Mstep: Class 6 contains 166366 members 
Mstep: Class 7 contains 81342 members 
Mstep: Class 8 contains 7307 members 
Mstep: Class 9 contains 12505 members 
Mstep: Class 10 contains 30535 members 
Mstep: Class 11 contains 170441 members 
Mstep: Class 12 contains 54739 members 
Mstep: Class 13 contains 70494 members 
Mstep: Class 14 contains 27907 members 
Mstep: Class 15 contains 48414 members 
Mstep: Class 16 contains 109453 members 
Mstep: Class 17 contains 74957 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17488 members 
Mstep: Class 20 contains 33307 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18410 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40329 members 
Mstep: Class 25 contains 244440 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173268 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4357 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10981 members 
Mstep: Class 33 contains 11887 members 
Mstep: Class 34 contains 5628 members 
Mstep: Class 35 contains 163448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568176.000000 Penalty: 124948.460938
Iteration 375Q: 36 clusters Score -2.055682e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 93969 members 
Mstep: Class 3 contains 41332 members 
Mstep: Class 4 contains 18408 members 
Mstep: Class 5 contains 22166 members 
Mstep: Class 6 contains 166224 members 
Mstep: Class 7 contains 81339 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 12489 members 
Mstep: Class 10 contains 30530 members 
Mstep: Class 11 contains 170439 members 
Mstep: Class 12 contains 54888 members 
Mstep: Class 13 contains 70499 members 
Mstep: Class 14 contains 27905 members 
Mstep: Class 15 contains 48406 members 
Mstep: Class 16 contains 109438 members 
Mstep: Class 17 contains 74979 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17482 members 
Mstep: Class 20 contains 33365 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18424 members 
Mstep: Class 23 contains 7502 members 
Mstep: Class 24 contains 40324 members 
Mstep: Class 25 contains 244389 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173268 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10979 members 
Mstep: Class 33 contains 11889 members 
Mstep: Class 34 contains 5633 members 
Mstep: Class 35 contains 163477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568624.000000 Penalty: 124948.460938
Iteration 376Q: 36 clusters Score -2.055686e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 93965 members 
Mstep: Class 3 contains 41331 members 
Mstep: Class 4 contains 18411 members 
Mstep: Class 5 contains 22156 members 
Mstep: Class 6 contains 166076 members 
Mstep: Class 7 contains 81335 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 12486 members 
Mstep: Class 10 contains 30527 members 
Mstep: Class 11 contains 170438 members 
Mstep: Class 12 contains 55046 members 
Mstep: Class 13 contains 70508 members 
Mstep: Class 14 contains 27889 members 
Mstep: Class 15 contains 48396 members 
Mstep: Class 16 contains 109426 members 
Mstep: Class 17 contains 74991 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17481 members 
Mstep: Class 20 contains 33417 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18438 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 40327 members 
Mstep: Class 25 contains 244322 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173274 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10979 members 
Mstep: Class 33 contains 11889 members 
Mstep: Class 34 contains 5634 members 
Mstep: Class 35 contains 163502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569024.000000 Penalty: 124948.460938
Iteration 377Q: 36 clusters Score -2.05569e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 93965 members 
Mstep: Class 3 contains 41332 members 
Mstep: Class 4 contains 18420 members 
Mstep: Class 5 contains 22152 members 
Mstep: Class 6 contains 165907 members 
Mstep: Class 7 contains 81332 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 12488 members 
Mstep: Class 10 contains 30521 members 
Mstep: Class 11 contains 170438 members 
Mstep: Class 12 contains 55229 members 
Mstep: Class 13 contains 70513 members 
Mstep: Class 14 contains 27872 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 109406 members 
Mstep: Class 17 contains 75006 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17480 members 
Mstep: Class 20 contains 33475 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18455 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 40325 members 
Mstep: Class 25 contains 244263 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173276 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10984 members 
Mstep: Class 33 contains 11889 members 
Mstep: Class 34 contains 5634 members 
Mstep: Class 35 contains 163495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569168.000000 Penalty: 124948.460938
Iteration 378Q: 36 clusters Score -2.055692e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 93975 members 
Mstep: Class 3 contains 41330 members 
Mstep: Class 4 contains 18425 members 
Mstep: Class 5 contains 22151 members 
Mstep: Class 6 contains 165731 members 
Mstep: Class 7 contains 81330 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 12482 members 
Mstep: Class 10 contains 30513 members 
Mstep: Class 11 contains 170441 members 
Mstep: Class 12 contains 55402 members 
Mstep: Class 13 contains 70517 members 
Mstep: Class 14 contains 27862 members 
Mstep: Class 15 contains 48387 members 
Mstep: Class 16 contains 109378 members 
Mstep: Class 17 contains 75011 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 17480 members 
Mstep: Class 20 contains 33538 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18477 members 
Mstep: Class 23 contains 7500 members 
Mstep: Class 24 contains 40324 members 
Mstep: Class 25 contains 244213 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173279 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10991 members 
Mstep: Class 33 contains 11892 members 
Mstep: Class 34 contains 5633 members 
Mstep: Class 35 contains 163500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569776.000000 Penalty: 124948.460938
Iteration 379Q: 36 clusters Score -2.055698e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 93988 members 
Mstep: Class 3 contains 41329 members 
Mstep: Class 4 contains 18428 members 
Mstep: Class 5 contains 22143 members 
Mstep: Class 6 contains 165553 members 
Mstep: Class 7 contains 81330 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 12480 members 
Mstep: Class 10 contains 30507 members 
Mstep: Class 11 contains 170434 members 
Mstep: Class 12 contains 55567 members 
Mstep: Class 13 contains 70527 members 
Mstep: Class 14 contains 27850 members 
Mstep: Class 15 contains 48385 members 
Mstep: Class 16 contains 109351 members 
Mstep: Class 17 contains 75016 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17475 members 
Mstep: Class 20 contains 33604 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18494 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40329 members 
Mstep: Class 25 contains 244159 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173282 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10995 members 
Mstep: Class 33 contains 11893 members 
Mstep: Class 34 contains 5635 members 
Mstep: Class 35 contains 163507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569760.000000 Penalty: 124948.460938
Iteration 380F: 36 clusters Score -2.055698e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 93999 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 18425 members 
Mstep: Class 5 contains 22135 members 
Mstep: Class 6 contains 165408 members 
Mstep: Class 7 contains 81332 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 12471 members 
Mstep: Class 10 contains 30502 members 
Mstep: Class 11 contains 170430 members 
Mstep: Class 12 contains 55749 members 
Mstep: Class 13 contains 70530 members 
Mstep: Class 14 contains 27841 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 109323 members 
Mstep: Class 17 contains 75025 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17464 members 
Mstep: Class 20 contains 33660 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18509 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40332 members 
Mstep: Class 25 contains 244113 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173282 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10993 members 
Mstep: Class 33 contains 11901 members 
Mstep: Class 34 contains 5642 members 
Mstep: Class 35 contains 163489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569936.000000 Penalty: 124948.460938
Iteration 381Q: 36 clusters Score -2.055699e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 93983 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18429 members 
Mstep: Class 5 contains 22131 members 
Mstep: Class 6 contains 165294 members 
Mstep: Class 7 contains 81335 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 30498 members 
Mstep: Class 11 contains 170431 members 
Mstep: Class 12 contains 55911 members 
Mstep: Class 13 contains 70534 members 
Mstep: Class 14 contains 27824 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 109303 members 
Mstep: Class 17 contains 75037 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17455 members 
Mstep: Class 20 contains 33727 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18520 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40328 members 
Mstep: Class 25 contains 244046 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173286 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10996 members 
Mstep: Class 33 contains 11905 members 
Mstep: Class 34 contains 5646 members 
Mstep: Class 35 contains 163458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570112.000000 Penalty: 124948.460938
Iteration 382Q: 36 clusters Score -2.055701e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 93959 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18434 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 165177 members 
Mstep: Class 7 contains 81335 members 
Mstep: Class 8 contains 7313 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 30493 members 
Mstep: Class 11 contains 170437 members 
Mstep: Class 12 contains 56079 members 
Mstep: Class 13 contains 70539 members 
Mstep: Class 14 contains 27812 members 
Mstep: Class 15 contains 48376 members 
Mstep: Class 16 contains 109274 members 
Mstep: Class 17 contains 75053 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17449 members 
Mstep: Class 20 contains 33806 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18523 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40324 members 
Mstep: Class 25 contains 243996 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173289 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10995 members 
Mstep: Class 33 contains 11903 members 
Mstep: Class 34 contains 5647 members 
Mstep: Class 35 contains 163426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570272.000000 Penalty: 124948.460938
Iteration 383Q: 36 clusters Score -2.055703e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 93920 members 
Mstep: Class 3 contains 41323 members 
Mstep: Class 4 contains 18433 members 
Mstep: Class 5 contains 22120 members 
Mstep: Class 6 contains 165056 members 
Mstep: Class 7 contains 81336 members 
Mstep: Class 8 contains 7314 members 
Mstep: Class 9 contains 12473 members 
Mstep: Class 10 contains 30491 members 
Mstep: Class 11 contains 170437 members 
Mstep: Class 12 contains 56242 members 
Mstep: Class 13 contains 70546 members 
Mstep: Class 14 contains 27796 members 
Mstep: Class 15 contains 48373 members 
Mstep: Class 16 contains 109251 members 
Mstep: Class 17 contains 75060 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17438 members 
Mstep: Class 20 contains 33880 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18526 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40319 members 
Mstep: Class 25 contains 243953 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173293 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10996 members 
Mstep: Class 33 contains 11908 members 
Mstep: Class 34 contains 5646 members 
Mstep: Class 35 contains 163435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570112.000000 Penalty: 124948.460938
Iteration 384Q: 36 clusters Score -2.055701e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 93886 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 18435 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 164918 members 
Mstep: Class 7 contains 81337 members 
Mstep: Class 8 contains 7316 members 
Mstep: Class 9 contains 12467 members 
Mstep: Class 10 contains 30487 members 
Mstep: Class 11 contains 170437 members 
Mstep: Class 12 contains 56408 members 
Mstep: Class 13 contains 70549 members 
Mstep: Class 14 contains 27773 members 
Mstep: Class 15 contains 48364 members 
Mstep: Class 16 contains 109215 members 
Mstep: Class 17 contains 75059 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17425 members 
Mstep: Class 20 contains 33943 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18536 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40319 members 
Mstep: Class 25 contains 243913 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173291 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10996 members 
Mstep: Class 33 contains 11913 members 
Mstep: Class 34 contains 5646 members 
Mstep: Class 35 contains 163493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570160.000000 Penalty: 124948.460938
Iteration 385Q: 36 clusters Score -2.055702e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 93852 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18443 members 
Mstep: Class 5 contains 22108 members 
Mstep: Class 6 contains 164769 members 
Mstep: Class 7 contains 81341 members 
Mstep: Class 8 contains 7316 members 
Mstep: Class 9 contains 12458 members 
Mstep: Class 10 contains 30482 members 
Mstep: Class 11 contains 170438 members 
Mstep: Class 12 contains 56576 members 
Mstep: Class 13 contains 70553 members 
Mstep: Class 14 contains 27756 members 
Mstep: Class 15 contains 48352 members 
Mstep: Class 16 contains 109164 members 
Mstep: Class 17 contains 75060 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 33988 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18547 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40319 members 
Mstep: Class 25 contains 243887 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173292 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10998 members 
Mstep: Class 33 contains 11918 members 
Mstep: Class 34 contains 5645 members 
Mstep: Class 35 contains 163562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570272.000000 Penalty: 124948.460938
Iteration 386Q: 36 clusters Score -2.055703e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 93815 members 
Mstep: Class 3 contains 41321 members 
Mstep: Class 4 contains 18443 members 
Mstep: Class 5 contains 22109 members 
Mstep: Class 6 contains 164640 members 
Mstep: Class 7 contains 81350 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 12450 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 170441 members 
Mstep: Class 12 contains 56746 members 
Mstep: Class 13 contains 70553 members 
Mstep: Class 14 contains 27747 members 
Mstep: Class 15 contains 48335 members 
Mstep: Class 16 contains 109133 members 
Mstep: Class 17 contains 75067 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 34026 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18562 members 
Mstep: Class 23 contains 7497 members 
Mstep: Class 24 contains 40315 members 
Mstep: Class 25 contains 243842 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173297 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10997 members 
Mstep: Class 33 contains 11924 members 
Mstep: Class 34 contains 5646 members 
Mstep: Class 35 contains 163611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570224.000000 Penalty: 124948.460938
Iteration 387Q: 36 clusters Score -2.055702e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 93792 members 
Mstep: Class 3 contains 41314 members 
Mstep: Class 4 contains 18448 members 
Mstep: Class 5 contains 22110 members 
Mstep: Class 6 contains 164544 members 
Mstep: Class 7 contains 81353 members 
Mstep: Class 8 contains 7320 members 
Mstep: Class 9 contains 12451 members 
Mstep: Class 10 contains 30471 members 
Mstep: Class 11 contains 170438 members 
Mstep: Class 12 contains 56923 members 
Mstep: Class 13 contains 70557 members 
Mstep: Class 14 contains 27742 members 
Mstep: Class 15 contains 48338 members 
Mstep: Class 16 contains 109085 members 
Mstep: Class 17 contains 75080 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17399 members 
Mstep: Class 20 contains 34085 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18568 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40315 members 
Mstep: Class 25 contains 243784 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173296 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10999 members 
Mstep: Class 33 contains 11929 members 
Mstep: Class 34 contains 5647 members 
Mstep: Class 35 contains 163582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570368.000000 Penalty: 124948.460938
Iteration 388Q: 36 clusters Score -2.055704e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 93768 members 
Mstep: Class 3 contains 41314 members 
Mstep: Class 4 contains 18442 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 164460 members 
Mstep: Class 7 contains 81353 members 
Mstep: Class 8 contains 7320 members 
Mstep: Class 9 contains 12453 members 
Mstep: Class 10 contains 30465 members 
Mstep: Class 11 contains 170439 members 
Mstep: Class 12 contains 57122 members 
Mstep: Class 13 contains 70558 members 
Mstep: Class 14 contains 27734 members 
Mstep: Class 15 contains 48329 members 
Mstep: Class 16 contains 109037 members 
Mstep: Class 17 contains 75087 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17395 members 
Mstep: Class 20 contains 34142 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18571 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40314 members 
Mstep: Class 25 contains 243719 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173298 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4351 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11002 members 
Mstep: Class 33 contains 11928 members 
Mstep: Class 34 contains 5649 members 
Mstep: Class 35 contains 163567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570528.000000 Penalty: 124948.460938
Iteration 389Q: 36 clusters Score -2.055705e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 93748 members 
Mstep: Class 3 contains 41312 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 164332 members 
Mstep: Class 7 contains 81357 members 
Mstep: Class 8 contains 7320 members 
Mstep: Class 9 contains 12442 members 
Mstep: Class 10 contains 30461 members 
Mstep: Class 11 contains 170434 members 
Mstep: Class 12 contains 57330 members 
Mstep: Class 13 contains 70570 members 
Mstep: Class 14 contains 27733 members 
Mstep: Class 15 contains 48315 members 
Mstep: Class 16 contains 109002 members 
Mstep: Class 17 contains 75101 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17387 members 
Mstep: Class 20 contains 34191 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18586 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40304 members 
Mstep: Class 25 contains 243669 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173299 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11001 members 
Mstep: Class 33 contains 11932 members 
Mstep: Class 34 contains 5648 members 
Mstep: Class 35 contains 163556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570784.000000 Penalty: 124948.460938
Iteration 390Q: 36 clusters Score -2.055708e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 93732 members 
Mstep: Class 3 contains 41312 members 
Mstep: Class 4 contains 18438 members 
Mstep: Class 5 contains 22121 members 
Mstep: Class 6 contains 164199 members 
Mstep: Class 7 contains 81354 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 12445 members 
Mstep: Class 10 contains 30453 members 
Mstep: Class 11 contains 170436 members 
Mstep: Class 12 contains 57529 members 
Mstep: Class 13 contains 70578 members 
Mstep: Class 14 contains 27731 members 
Mstep: Class 15 contains 48308 members 
Mstep: Class 16 contains 108965 members 
Mstep: Class 17 contains 75120 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17386 members 
Mstep: Class 20 contains 34250 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18602 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40302 members 
Mstep: Class 25 contains 243609 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173297 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11002 members 
Mstep: Class 33 contains 11935 members 
Mstep: Class 34 contains 5649 members 
Mstep: Class 35 contains 163507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570704.000000 Penalty: 124948.460938
Iteration 391Q: 36 clusters Score -2.055707e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 93727 members 
Mstep: Class 3 contains 41310 members 
Mstep: Class 4 contains 18442 members 
Mstep: Class 5 contains 22123 members 
Mstep: Class 6 contains 164056 members 
Mstep: Class 7 contains 81348 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 12448 members 
Mstep: Class 10 contains 30447 members 
Mstep: Class 11 contains 170438 members 
Mstep: Class 12 contains 57693 members 
Mstep: Class 13 contains 70577 members 
Mstep: Class 14 contains 27718 members 
Mstep: Class 15 contains 48309 members 
Mstep: Class 16 contains 108943 members 
Mstep: Class 17 contains 75133 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17382 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18636 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40296 members 
Mstep: Class 25 contains 243548 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173300 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11001 members 
Mstep: Class 33 contains 11942 members 
Mstep: Class 34 contains 5650 members 
Mstep: Class 35 contains 163474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571120.000000 Penalty: 124948.460938
Iteration 392Q: 36 clusters Score -2.055711e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 93711 members 
Mstep: Class 3 contains 41310 members 
Mstep: Class 4 contains 18450 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 163977 members 
Mstep: Class 7 contains 81337 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12447 members 
Mstep: Class 10 contains 30437 members 
Mstep: Class 11 contains 170443 members 
Mstep: Class 12 contains 57880 members 
Mstep: Class 13 contains 70580 members 
Mstep: Class 14 contains 27718 members 
Mstep: Class 15 contains 48303 members 
Mstep: Class 16 contains 108917 members 
Mstep: Class 17 contains 75147 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17375 members 
Mstep: Class 20 contains 34389 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18651 members 
Mstep: Class 23 contains 7497 members 
Mstep: Class 24 contains 40295 members 
Mstep: Class 25 contains 243492 members 
Mstep: Class 26 contains 1232 members 
Mstep: Class 27 contains 173300 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11005 members 
Mstep: Class 33 contains 11942 members 
Mstep: Class 34 contains 5651 members 
Mstep: Class 35 contains 163378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571200.000000 Penalty: 124948.460938
Iteration 393Q: 36 clusters Score -2.055712e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 93688 members 
Mstep: Class 3 contains 41314 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 22125 members 
Mstep: Class 6 contains 163942 members 
Mstep: Class 7 contains 81330 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12443 members 
Mstep: Class 10 contains 30431 members 
Mstep: Class 11 contains 170448 members 
Mstep: Class 12 contains 58071 members 
Mstep: Class 13 contains 70586 members 
Mstep: Class 14 contains 27714 members 
Mstep: Class 15 contains 48298 members 
Mstep: Class 16 contains 108895 members 
Mstep: Class 17 contains 75163 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 34452 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18662 members 
Mstep: Class 23 contains 7497 members 
Mstep: Class 24 contains 40296 members 
Mstep: Class 25 contains 243411 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173299 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11944 members 
Mstep: Class 34 contains 5652 members 
Mstep: Class 35 contains 163274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571328.000000 Penalty: 124948.460938
Iteration 394Q: 36 clusters Score -2.055713e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 93663 members 
Mstep: Class 3 contains 41317 members 
Mstep: Class 4 contains 18450 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 163893 members 
Mstep: Class 7 contains 81324 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12445 members 
Mstep: Class 10 contains 30431 members 
Mstep: Class 11 contains 170455 members 
Mstep: Class 12 contains 58298 members 
Mstep: Class 13 contains 70591 members 
Mstep: Class 14 contains 27703 members 
Mstep: Class 15 contains 48294 members 
Mstep: Class 16 contains 108887 members 
Mstep: Class 17 contains 75179 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 34514 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18674 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40295 members 
Mstep: Class 25 contains 243325 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173303 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 11944 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 163149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571552.000000 Penalty: 124948.460938
Iteration 395Q: 36 clusters Score -2.055716e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 93648 members 
Mstep: Class 3 contains 41316 members 
Mstep: Class 4 contains 18445 members 
Mstep: Class 5 contains 22128 members 
Mstep: Class 6 contains 163857 members 
Mstep: Class 7 contains 81328 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12453 members 
Mstep: Class 10 contains 30432 members 
Mstep: Class 11 contains 170460 members 
Mstep: Class 12 contains 58449 members 
Mstep: Class 13 contains 70595 members 
Mstep: Class 14 contains 27686 members 
Mstep: Class 15 contains 48301 members 
Mstep: Class 16 contains 108879 members 
Mstep: Class 17 contains 75188 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17349 members 
Mstep: Class 20 contains 34567 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18692 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40292 members 
Mstep: Class 25 contains 243248 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173303 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11007 members 
Mstep: Class 33 contains 11948 members 
Mstep: Class 34 contains 5656 members 
Mstep: Class 35 contains 163049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571632.000000 Penalty: 124948.460938
Iteration 396Q: 36 clusters Score -2.055716e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 93626 members 
Mstep: Class 3 contains 41316 members 
Mstep: Class 4 contains 18442 members 
Mstep: Class 5 contains 22123 members 
Mstep: Class 6 contains 163885 members 
Mstep: Class 7 contains 81334 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12457 members 
Mstep: Class 10 contains 30432 members 
Mstep: Class 11 contains 170447 members 
Mstep: Class 12 contains 58585 members 
Mstep: Class 13 contains 70598 members 
Mstep: Class 14 contains 27682 members 
Mstep: Class 15 contains 48299 members 
Mstep: Class 16 contains 108858 members 
Mstep: Class 17 contains 75206 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 34622 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18706 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40295 members 
Mstep: Class 25 contains 243182 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173306 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4347 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11007 members 
Mstep: Class 33 contains 11951 members 
Mstep: Class 34 contains 5655 members 
Mstep: Class 35 contains 162918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571616.000000 Penalty: 124948.460938
Iteration 397Q: 36 clusters Score -2.055716e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93594 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 18447 members 
Mstep: Class 5 contains 22116 members 
Mstep: Class 6 contains 163930 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12460 members 
Mstep: Class 10 contains 30429 members 
Mstep: Class 11 contains 170437 members 
Mstep: Class 12 contains 58734 members 
Mstep: Class 13 contains 70598 members 
Mstep: Class 14 contains 27677 members 
Mstep: Class 15 contains 48291 members 
Mstep: Class 16 contains 108848 members 
Mstep: Class 17 contains 75229 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 34678 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18728 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40286 members 
Mstep: Class 25 contains 243122 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173308 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11005 members 
Mstep: Class 33 contains 11953 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 162763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571600.000000 Penalty: 124948.460938
Iteration 398Q: 36 clusters Score -2.055716e+08 nChanged 1413
Entering ConstructFrom: 
Score: -205571600.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (13169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Entering Unmasked Estep 
Score: -1505846.250000 Penalty: 2352.433838
	Iteration 0F: 2 clusters Score -1505846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1496160.875000 Penalty: 4704.867676
	Iteration 0F: 3 clusters Score -1496161 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1499448.500000 Penalty: 4704.867676
	Iteration 1F: 3 clusters Score -1499448 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1500076.000000 Penalty: 4704.867676
	Iteration 2F: 3 clusters Score -1500076 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1500620.750000 Penalty: 4704.867676
	Iteration 3F: 3 clusters Score -1500621 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1501089.000000 Penalty: 4704.867676
	Iteration 4F: 3 clusters Score -1501089 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1501457.000000 Penalty: 4704.867676
	Iteration 5F: 3 clusters Score -1501457 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1501724.500000 Penalty: 4704.867676
	Iteration 6Q: 3 clusters Score -1501724 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1501926.625000 Penalty: 4704.867676
	Iteration 7Q: 3 clusters Score -1501927 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1502117.375000 Penalty: 4704.867676
	Iteration 8Q: 3 clusters Score -1502117 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1502312.125000 Penalty: 4704.867676
	Iteration 9Q: 3 clusters Score -1502312 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1502491.625000 Penalty: 4704.867676
	Iteration 10Q: 3 clusters Score -1502492 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1502655.125000 Penalty: 4704.867676
	Iteration 11Q: 3 clusters Score -1502655 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1502812.125000 Penalty: 4704.867676
	Iteration 12Q: 3 clusters Score -1502812 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1502949.500000 Penalty: 4704.867676
	Iteration 13Q: 3 clusters Score -1502950 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1503070.500000 Penalty: 4704.867676
	Iteration 14Q: 3 clusters Score -1503070 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1503191.000000 Penalty: 4704.867676
	Iteration 15Q: 3 clusters Score -1503191 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1503289.000000 Penalty: 4704.867676
	Iteration 16Q: 3 clusters Score -1503289 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1503354.625000 Penalty: 4704.867676
	Iteration 17Q: 3 clusters Score -1503355 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1503417.500000 Penalty: 4704.867676
	Iteration 18Q: 3 clusters Score -1503418 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1503468.500000 Penalty: 4704.867676
	Iteration 19Q: 3 clusters Score -1503468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1503530.500000 Penalty: 4704.867676
	Iteration 20F: 3 clusters Score -1503530 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1503600.875000 Penalty: 4704.867676
	Iteration 21Q: 3 clusters Score -1503601 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1503664.125000 Penalty: 4704.867676
	Iteration 22Q: 3 clusters Score -1503664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1503740.750000 Penalty: 4704.867676
	Iteration 23Q: 3 clusters Score -1503741 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1503853.000000 Penalty: 4704.867676
	Iteration 24Q: 3 clusters Score -1503853 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1504002.500000 Penalty: 4704.867676
	Iteration 25Q: 3 clusters Score -1504002 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1504142.625000 Penalty: 4704.867676
	Iteration 26Q: 3 clusters Score -1504143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1504236.625000 Penalty: 4704.867676
	Iteration 27Q: 3 clusters Score -1504237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1504313.250000 Penalty: 4704.867676
	Iteration 28Q: 3 clusters Score -1504313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1504362.375000 Penalty: 4704.867676
	Iteration 29Q: 3 clusters Score -1504362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1504396.875000 Penalty: 4704.867676
	Iteration 30Q: 3 clusters Score -1504397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1504418.375000 Penalty: 4704.867676
	Iteration 31Q: 3 clusters Score -1504418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1504436.250000 Penalty: 4704.867676
	Iteration 32Q: 3 clusters Score -1504436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1504444.000000 Penalty: 4704.867676
	Iteration 33Q: 3 clusters Score -1504444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1504451.750000 Penalty: 4704.867676
	Iteration 34Q: 3 clusters Score -1504452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1504455.125000 Penalty: 4704.867676
	Iteration 35Q: 3 clusters Score -1504455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1504458.375000 Penalty: 4704.867676
	Iteration 36Q: 3 clusters Score -1504458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1504460.750000 Penalty: 4704.867676
	Iteration 37Q: 3 clusters Score -1504461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1504460.500000 Penalty: 4704.867676
	Iteration 38Q: 3 clusters Score -1504460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1504466.625000 Penalty: 4704.867676
	Iteration 39Q: 3 clusters Score -1504467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1504472.000000 Penalty: 4704.867676
	Iteration 40F: 3 clusters Score -1504472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1504480.750000 Penalty: 4704.867676
	Iteration 41Q: 3 clusters Score -1504481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1504483.750000 Penalty: 4704.867676
	Iteration 42Q: 3 clusters Score -1504484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1504483.875000 Penalty: 4704.867676
	Iteration 43Q: 3 clusters Score -1504484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1504486.000000 Penalty: 4704.867676
	Iteration 44Q: 3 clusters Score -1504486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1504489.500000 Penalty: 4704.867676
	Iteration 45Q: 3 clusters Score -1504490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1504489.125000 Penalty: 4704.867676
	Iteration 46Q: 3 clusters Score -1504489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1504496.250000 Penalty: 4704.867676
	Iteration 47Q: 3 clusters Score -1504496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1504497.250000 Penalty: 4704.867676
	Iteration 48Q: 3 clusters Score -1504497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1504498.250000 Penalty: 4704.867676
	Iteration 49Q: 3 clusters Score -1504498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1504497.625000 Penalty: 4704.867676
	Iteration 50Q: 3 clusters Score -1504498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1504497.625000 Penalty: 4704.867676
	Iteration 51F: 3 clusters Score -1504498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Entering Unmasked Estep 
Score: -11139826.000000 Penalty: 2838.723389
	Iteration 0F: 2 clusters Score -1.113983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -11077155.000000 Penalty: 5677.446777
	Iteration 0F: 3 clusters Score -1.107716e+07 nChanged 44077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -11102303.000000 Penalty: 5677.446777
	Iteration 1F: 3 clusters Score -1.11023e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -11103320.000000 Penalty: 5677.446777
	Iteration 2Q: 3 clusters Score -1.110332e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -11104600.000000 Penalty: 5677.446777
	Iteration 3Q: 3 clusters Score -1.11046e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -11106260.000000 Penalty: 5677.446777
	Iteration 4Q: 3 clusters Score -1.110626e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -11108794.000000 Penalty: 5677.446777
	Iteration 5F: 3 clusters Score -1.110879e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -11112604.000000 Penalty: 5677.446777
	Iteration 6F: 3 clusters Score -1.11126e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -11117610.000000 Penalty: 5677.446777
	Iteration 7F: 3 clusters Score -1.111761e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -11122799.000000 Penalty: 5677.446777
	Iteration 8F: 3 clusters Score -1.11228e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -11127776.000000 Penalty: 5677.446777
	Iteration 9F: 3 clusters Score -1.112778e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -11131447.000000 Penalty: 5677.446777
	Iteration 10Q: 3 clusters Score -1.113145e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -11133813.000000 Penalty: 5677.446777
	Iteration 11Q: 3 clusters Score -1.113381e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -11135226.000000 Penalty: 5677.446777
	Iteration 12Q: 3 clusters Score -1.113523e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -11136031.000000 Penalty: 5677.446777
	Iteration 13Q: 3 clusters Score -1.113603e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -11136465.000000 Penalty: 5677.446777
	Iteration 14Q: 3 clusters Score -1.113646e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -11136794.000000 Penalty: 5677.446777
	Iteration 15Q: 3 clusters Score -1.113679e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -11136974.000000 Penalty: 5677.446777
	Iteration 16Q: 3 clusters Score -1.113697e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -11137106.000000 Penalty: 5677.446777
	Iteration 17Q: 3 clusters Score -1.113711e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -11137208.000000 Penalty: 5677.446777
	Iteration 18Q: 3 clusters Score -1.113721e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -11137284.000000 Penalty: 5677.446777
	Iteration 19Q: 3 clusters Score -1.113728e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -11137321.000000 Penalty: 5677.446777
	Iteration 20F: 3 clusters Score -1.113732e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -11137362.000000 Penalty: 5677.446777
	Iteration 21Q: 3 clusters Score -1.113736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -11137370.000000 Penalty: 5677.446777
	Iteration 22Q: 3 clusters Score -1.113737e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -11137401.000000 Penalty: 5677.446777
	Iteration 23Q: 3 clusters Score -1.11374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -11137404.000000 Penalty: 5677.446777
	Iteration 24Q: 3 clusters Score -1.11374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -11137428.000000 Penalty: 5677.446777
	Iteration 25Q: 3 clusters Score -1.113743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -11137435.000000 Penalty: 5677.446777
	Iteration 26Q: 3 clusters Score -1.113744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -11137434.000000 Penalty: 5677.446777
	Iteration 27Q: 3 clusters Score -1.113743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -11137438.000000 Penalty: 5677.446777
	Iteration 28Q: 3 clusters Score -1.113744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -11137458.000000 Penalty: 5677.446777
	Iteration 29Q: 3 clusters Score -1.113746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -11137465.000000 Penalty: 5677.446777
	Iteration 30Q: 3 clusters Score -1.113746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -11137465.000000 Penalty: 5677.446777
	Iteration 31Q: 3 clusters Score -1.113746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -11137470.000000 Penalty: 5677.446777
	Iteration 32Q: 3 clusters Score -1.113747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -11137478.000000 Penalty: 5677.446777
	Iteration 33Q: 3 clusters Score -1.113748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -11137480.000000 Penalty: 5677.446777
	Iteration 34Q: 3 clusters Score -1.113748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -11137486.000000 Penalty: 5677.446777
	Iteration 35Q: 3 clusters Score -1.113749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -11137490.000000 Penalty: 5677.446777
	Iteration 36Q: 3 clusters Score -1.113749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -11137495.000000 Penalty: 5677.446777
	Iteration 37Q: 3 clusters Score -1.11375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -11137490.000000 Penalty: 5677.446777
	Iteration 38Q: 3 clusters Score -1.113749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -11137491.000000 Penalty: 5677.446777
	Iteration 39Q: 3 clusters Score -1.113749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -11137491.000000 Penalty: 5677.446777
	Iteration 40F: 3 clusters Score -1.113749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Entering Unmasked Estep 
Score: -4960694.500000 Penalty: 2635.987305
	Iteration 0F: 2 clusters Score -4960694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4932809.000000 Penalty: 5271.974609
	Iteration 0F: 3 clusters Score -4932809 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4943608.500000 Penalty: 5271.974609
	Iteration 1F: 3 clusters Score -4943608 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -4944522.500000 Penalty: 5271.974609
	Iteration 2F: 3 clusters Score -4944522 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4945464.500000 Penalty: 5271.974609
	Iteration 3F: 3 clusters Score -4945464 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4946430.000000 Penalty: 5271.974609
	Iteration 4Q: 3 clusters Score -4946430 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4947454.000000 Penalty: 5271.974609
	Iteration 5F: 3 clusters Score -4947454 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -4948483.500000 Penalty: 5271.974609
	Iteration 6F: 3 clusters Score -4948484 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4949610.000000 Penalty: 5271.974609
	Iteration 7F: 3 clusters Score -4949610 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4950741.500000 Penalty: 5271.974609
	Iteration 8Q: 3 clusters Score -4950742 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4952008.500000 Penalty: 5271.974609
	Iteration 9Q: 3 clusters Score -4952008 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4953238.500000 Penalty: 5271.974609
	Iteration 10Q: 3 clusters Score -4953238 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4954438.500000 Penalty: 5271.974609
	Iteration 11Q: 3 clusters Score -4954438 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4955446.000000 Penalty: 5271.974609
	Iteration 12Q: 3 clusters Score -4955446 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4956250.000000 Penalty: 5271.974609
	Iteration 13Q: 3 clusters Score -4956250 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4956947.000000 Penalty: 5271.974609
	Iteration 14Q: 3 clusters Score -4956947 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -4957410.000000 Penalty: 5271.974609
	Iteration 15Q: 3 clusters Score -4957410 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4957766.000000 Penalty: 5271.974609
	Iteration 16Q: 3 clusters Score -4957766 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4957999.500000 Penalty: 5271.974609
	Iteration 17Q: 3 clusters Score -4958000 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4958163.500000 Penalty: 5271.974609
	Iteration 18Q: 3 clusters Score -4958164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4958283.500000 Penalty: 5271.974609
	Iteration 19Q: 3 clusters Score -4958284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -4958355.500000 Penalty: 5271.974609
	Iteration 20F: 3 clusters Score -4958356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4958394.500000 Penalty: 5271.974609
	Iteration 21Q: 3 clusters Score -4958394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -4958422.000000 Penalty: 5271.974609
	Iteration 22Q: 3 clusters Score -4958422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4958452.500000 Penalty: 5271.974609
	Iteration 23Q: 3 clusters Score -4958452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4958474.500000 Penalty: 5271.974609
	Iteration 24Q: 3 clusters Score -4958474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4958511.500000 Penalty: 5271.974609
	Iteration 25Q: 3 clusters Score -4958512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -4958515.000000 Penalty: 5271.974609
	Iteration 26Q: 3 clusters Score -4958515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -4958522.500000 Penalty: 5271.974609
	Iteration 27Q: 3 clusters Score -4958522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4958537.000000 Penalty: 5271.974609
	Iteration 28Q: 3 clusters Score -4958537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -4958541.000000 Penalty: 5271.974609
	Iteration 29Q: 3 clusters Score -4958541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4958549.000000 Penalty: 5271.974609
	Iteration 30Q: 3 clusters Score -4958549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -4958550.500000 Penalty: 5271.974609
	Iteration 31Q: 3 clusters Score -4958550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -4958542.000000 Penalty: 5271.974609
	Iteration 32Q: 3 clusters Score -4958542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -4958547.000000 Penalty: 5271.974609
	Iteration 33Q: 3 clusters Score -4958547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -4958549.500000 Penalty: 5271.974609
	Iteration 34Q: 3 clusters Score -4958550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -4958545.000000 Penalty: 5271.974609
	Iteration 35Q: 3 clusters Score -4958545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -4958540.000000 Penalty: 5271.974609
	Iteration 36Q: 3 clusters Score -4958540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4958544.500000 Penalty: 5271.974609
	Iteration 37Q: 3 clusters Score -4958544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4958544.500000 Penalty: 5271.974609
	Iteration 38F: 3 clusters Score -4958544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Entering Unmasked Estep 
Score: -2121084.250000 Penalty: 2435.978516
	Iteration 0F: 2 clusters Score -2121084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2108115.500000 Penalty: 4871.957031
	Iteration 0F: 3 clusters Score -2108116 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2112691.000000 Penalty: 4871.957031
	Iteration 1F: 3 clusters Score -2112691 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2113611.500000 Penalty: 4871.957031
	Iteration 2F: 3 clusters Score -2113612 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2114617.750000 Penalty: 4871.957031
	Iteration 3F: 3 clusters Score -2114618 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2115532.500000 Penalty: 4871.957031
	Iteration 4F: 3 clusters Score -2115532 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2116347.250000 Penalty: 4871.957031
	Iteration 5F: 3 clusters Score -2116347 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2117140.000000 Penalty: 4871.957031
	Iteration 6F: 3 clusters Score -2117140 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2117804.500000 Penalty: 4871.957031
	Iteration 7F: 3 clusters Score -2117804 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2118303.250000 Penalty: 4871.957031
	Iteration 8Q: 3 clusters Score -2118303 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2118682.750000 Penalty: 4871.957031
	Iteration 9Q: 3 clusters Score -2118683 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2118965.750000 Penalty: 4871.957031
	Iteration 10Q: 3 clusters Score -2118966 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2119202.000000 Penalty: 4871.957031
	Iteration 11Q: 3 clusters Score -2119202 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2119394.250000 Penalty: 4871.957031
	Iteration 12Q: 3 clusters Score -2119394 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2119550.250000 Penalty: 4871.957031
	Iteration 13Q: 3 clusters Score -2119550 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2119671.250000 Penalty: 4871.957031
	Iteration 14Q: 3 clusters Score -2119671 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2119757.500000 Penalty: 4871.957031
	Iteration 15Q: 3 clusters Score -2119758 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2119845.750000 Penalty: 4871.957031
	Iteration 16Q: 3 clusters Score -2119846 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2119923.000000 Penalty: 4871.957031
	Iteration 17Q: 3 clusters Score -2119923 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2119978.250000 Penalty: 4871.957031
	Iteration 18Q: 3 clusters Score -2119978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2120007.750000 Penalty: 4871.957031
	Iteration 19Q: 3 clusters Score -2120008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2120041.500000 Penalty: 4871.957031
	Iteration 20F: 3 clusters Score -2120042 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2120054.500000 Penalty: 4871.957031
	Iteration 21Q: 3 clusters Score -2120054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2120081.500000 Penalty: 4871.957031
	Iteration 22Q: 3 clusters Score -2120082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2120084.000000 Penalty: 4871.957031
	Iteration 23Q: 3 clusters Score -2120084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2120091.500000 Penalty: 4871.957031
	Iteration 24Q: 3 clusters Score -2120092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2120095.750000 Penalty: 4871.957031
	Iteration 25Q: 3 clusters Score -2120096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2120108.000000 Penalty: 4871.957031
	Iteration 26Q: 3 clusters Score -2120108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2120109.750000 Penalty: 4871.957031
	Iteration 27Q: 3 clusters Score -2120110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2120116.000000 Penalty: 4871.957031
	Iteration 28Q: 3 clusters Score -2120116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2120109.250000 Penalty: 4871.957031
	Iteration 29Q: 3 clusters Score -2120109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2120115.750000 Penalty: 4871.957031
	Iteration 30Q: 3 clusters Score -2120116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2120116.000000 Penalty: 4871.957031
	Iteration 31Q: 3 clusters Score -2120116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2120124.000000 Penalty: 4871.957031
	Iteration 32Q: 3 clusters Score -2120124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2120127.000000 Penalty: 4871.957031
	Iteration 33Q: 3 clusters Score -2120127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2120132.750000 Penalty: 4871.957031
	Iteration 34Q: 3 clusters Score -2120133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2120138.250000 Penalty: 4871.957031
	Iteration 35Q: 3 clusters Score -2120138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2120140.000000 Penalty: 4871.957031
	Iteration 36Q: 3 clusters Score -2120140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2120141.500000 Penalty: 4871.957031
	Iteration 37Q: 3 clusters Score -2120142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2120145.000000 Penalty: 4871.957031
	Iteration 38Q: 3 clusters Score -2120145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2120139.750000 Penalty: 4871.957031
	Iteration 39Q: 3 clusters Score -2120140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2120139.250000 Penalty: 4871.957031
	Iteration 40F: 3 clusters Score -2120139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2120140.000000 Penalty: 4871.957031
	Iteration 41Q: 3 clusters Score -2120140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2120138.500000 Penalty: 4871.957031
	Iteration 42Q: 3 clusters Score -2120138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2120139.500000 Penalty: 4871.957031
	Iteration 43Q: 3 clusters Score -2120140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2120138.250000 Penalty: 4871.957031
	Iteration 44Q: 3 clusters Score -2120138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2120142.000000 Penalty: 4871.957031
	Iteration 45Q: 3 clusters Score -2120142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2120141.000000 Penalty: 4871.957031
	Iteration 46Q: 3 clusters Score -2120141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2120145.250000 Penalty: 4871.957031
	Iteration 47Q: 3 clusters Score -2120145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2120143.250000 Penalty: 4871.957031
	Iteration 48Q: 3 clusters Score -2120143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2120145.000000 Penalty: 4871.957031
	Iteration 49Q: 3 clusters Score -2120145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2120146.500000 Penalty: 4871.957031
	Iteration 50Q: 3 clusters Score -2120146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2120148.750000 Penalty: 4871.957031
	Iteration 51Q: 3 clusters Score -2120149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2120149.000000 Penalty: 4871.957031
	Iteration 52Q: 3 clusters Score -2120149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2120150.250000 Penalty: 4871.957031
	Iteration 53Q: 3 clusters Score -2120150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2120154.000000 Penalty: 4871.957031
	Iteration 54Q: 3 clusters Score -2120154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2120151.500000 Penalty: 4871.957031
	Iteration 55Q: 3 clusters Score -2120152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2120151.250000 Penalty: 4871.957031
	Iteration 56Q: 3 clusters Score -2120151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2120149.250000 Penalty: 4871.957031
	Iteration 57Q: 3 clusters Score -2120149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2120154.250000 Penalty: 4871.957031
	Iteration 58Q: 3 clusters Score -2120154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2120154.500000 Penalty: 4871.957031
	Iteration 59Q: 3 clusters Score -2120154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2120157.750000 Penalty: 4871.957031
	Iteration 60F: 3 clusters Score -2120158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2120153.500000 Penalty: 4871.957031
	Iteration 61Q: 3 clusters Score -2120154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2120154.500000 Penalty: 4871.957031
	Iteration 62Q: 3 clusters Score -2120154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2120153.500000 Penalty: 4871.957031
	Iteration 63Q: 3 clusters Score -2120154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2120154.500000 Penalty: 4871.957031
	Iteration 64Q: 3 clusters Score -2120154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2120159.000000 Penalty: 4871.957031
	Iteration 65Q: 3 clusters Score -2120159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2120159.750000 Penalty: 4871.957031
	Iteration 66Q: 3 clusters Score -2120160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2120163.250000 Penalty: 4871.957031
	Iteration 67Q: 3 clusters Score -2120163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2120160.250000 Penalty: 4871.957031
	Iteration 68Q: 3 clusters Score -2120160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2120161.750000 Penalty: 4871.957031
	Iteration 69Q: 3 clusters Score -2120162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2120165.250000 Penalty: 4871.957031
	Iteration 70Q: 3 clusters Score -2120165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2120166.250000 Penalty: 4871.957031
	Iteration 71Q: 3 clusters Score -2120166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2120169.000000 Penalty: 4871.957031
	Iteration 72Q: 3 clusters Score -2120169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2120171.750000 Penalty: 4871.957031
	Iteration 73Q: 3 clusters Score -2120172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2120171.500000 Penalty: 4871.957031
	Iteration 74Q: 3 clusters Score -2120172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2120172.500000 Penalty: 4871.957031
	Iteration 75Q: 3 clusters Score -2120172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2120177.250000 Penalty: 4871.957031
	Iteration 76Q: 3 clusters Score -2120177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2120172.750000 Penalty: 4871.957031
	Iteration 77Q: 3 clusters Score -2120173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2120172.750000 Penalty: 4871.957031
	Iteration 78Q: 3 clusters Score -2120173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2120175.750000 Penalty: 4871.957031
	Iteration 79Q: 3 clusters Score -2120176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2120179.250000 Penalty: 4871.957031
	Iteration 80F: 3 clusters Score -2120179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2120181.250000 Penalty: 4871.957031
	Iteration 81Q: 3 clusters Score -2120181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2120178.750000 Penalty: 4871.957031
	Iteration 82Q: 3 clusters Score -2120179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2120176.500000 Penalty: 4871.957031
	Iteration 83Q: 3 clusters Score -2120176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2120181.750000 Penalty: 4871.957031
	Iteration 84Q: 3 clusters Score -2120182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2120183.500000 Penalty: 4871.957031
	Iteration 85Q: 3 clusters Score -2120184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2120181.000000 Penalty: 4871.957031
	Iteration 86Q: 3 clusters Score -2120181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2120184.250000 Penalty: 4871.957031
	Iteration 87Q: 3 clusters Score -2120184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2120180.500000 Penalty: 4871.957031
	Iteration 88Q: 3 clusters Score -2120180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2120183.000000 Penalty: 4871.957031
	Iteration 89Q: 3 clusters Score -2120183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2120181.750000 Penalty: 4871.957031
	Iteration 90Q: 3 clusters Score -2120182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2120185.250000 Penalty: 4871.957031
	Iteration 91Q: 3 clusters Score -2120185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2120184.750000 Penalty: 4871.957031
	Iteration 92Q: 3 clusters Score -2120185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2120188.250000 Penalty: 4871.957031
	Iteration 93Q: 3 clusters Score -2120188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2120192.500000 Penalty: 4871.957031
	Iteration 94Q: 3 clusters Score -2120192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2120198.250000 Penalty: 4871.957031
	Iteration 95Q: 3 clusters Score -2120198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2120202.750000 Penalty: 4871.957031
	Iteration 96Q: 3 clusters Score -2120203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2120199.500000 Penalty: 4871.957031
	Iteration 97Q: 3 clusters Score -2120200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2120195.750000 Penalty: 4871.957031
	Iteration 98Q: 3 clusters Score -2120196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2120200.000000 Penalty: 4871.957031
	Iteration 99Q: 3 clusters Score -2120200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2120199.750000 Penalty: 4871.957031
	Iteration 100F: 3 clusters Score -2120200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2120200.750000 Penalty: 4871.957031
	Iteration 101Q: 3 clusters Score -2120201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2120200.000000 Penalty: 4871.957031
	Iteration 102Q: 3 clusters Score -2120200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2120204.500000 Penalty: 4871.957031
	Iteration 103Q: 3 clusters Score -2120204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2120200.750000 Penalty: 4871.957031
	Iteration 104Q: 3 clusters Score -2120201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2120202.500000 Penalty: 4871.957031
	Iteration 105Q: 3 clusters Score -2120202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2120204.000000 Penalty: 4871.957031
	Iteration 106Q: 3 clusters Score -2120204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2120204.500000 Penalty: 4871.957031
	Iteration 107Q: 3 clusters Score -2120204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2120206.750000 Penalty: 4871.957031
	Iteration 108Q: 3 clusters Score -2120207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2120206.750000 Penalty: 4871.957031
	Iteration 109F: 3 clusters Score -2120207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Entering Unmasked Estep 
Score: -2457488.500000 Penalty: 2480.994873
	Iteration 0F: 2 clusters Score -2457488 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 11007 members 
Entering Unmasked Estep 
Score: -2441878.500000 Penalty: 4961.989746
	Iteration 0F: 3 clusters Score -2441878 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2447738.000000 Penalty: 4961.989746
	Iteration 1F: 3 clusters Score -2447738 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2448863.000000 Penalty: 4961.989746
	Iteration 2F: 3 clusters Score -2448863 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2449862.750000 Penalty: 4961.989746
	Iteration 3F: 3 clusters Score -2449863 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2450725.250000 Penalty: 4961.989746
	Iteration 4F: 3 clusters Score -2450725 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2451495.750000 Penalty: 4961.989746
	Iteration 5F: 3 clusters Score -2451496 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2452249.500000 Penalty: 4961.989746
	Iteration 6F: 3 clusters Score -2452250 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2452925.500000 Penalty: 4961.989746
	Iteration 7Q: 3 clusters Score -2452926 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2453389.500000 Penalty: 4961.989746
	Iteration 8Q: 3 clusters Score -2453390 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2453700.000000 Penalty: 4961.989746
	Iteration 9Q: 3 clusters Score -2453700 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2453963.500000 Penalty: 4961.989746
	Iteration 10Q: 3 clusters Score -2453964 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2454198.000000 Penalty: 4961.989746
	Iteration 11Q: 3 clusters Score -2454198 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2454405.750000 Penalty: 4961.989746
	Iteration 12Q: 3 clusters Score -2454406 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2454632.750000 Penalty: 4961.989746
	Iteration 13Q: 3 clusters Score -2454633 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2454816.500000 Penalty: 4961.989746
	Iteration 14Q: 3 clusters Score -2454816 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2454994.750000 Penalty: 4961.989746
	Iteration 15Q: 3 clusters Score -2454995 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2455197.250000 Penalty: 4961.989746
	Iteration 16Q: 3 clusters Score -2455197 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2455413.500000 Penalty: 4961.989746
	Iteration 17Q: 3 clusters Score -2455414 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2455653.500000 Penalty: 4961.989746
	Iteration 18Q: 3 clusters Score -2455654 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2455843.000000 Penalty: 4961.989746
	Iteration 19Q: 3 clusters Score -2455843 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2456006.000000 Penalty: 4961.989746
	Iteration 20F: 3 clusters Score -2456006 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2456177.000000 Penalty: 4961.989746
	Iteration 21Q: 3 clusters Score -2456177 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2456317.750000 Penalty: 4961.989746
	Iteration 22Q: 3 clusters Score -2456318 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2456429.000000 Penalty: 4961.989746
	Iteration 23Q: 3 clusters Score -2456429 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2456521.750000 Penalty: 4961.989746
	Iteration 24Q: 3 clusters Score -2456522 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2456587.250000 Penalty: 4961.989746
	Iteration 25Q: 3 clusters Score -2456587 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2456655.250000 Penalty: 4961.989746
	Iteration 26Q: 3 clusters Score -2456655 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2456712.750000 Penalty: 4961.989746
	Iteration 27Q: 3 clusters Score -2456713 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2456759.250000 Penalty: 4961.989746
	Iteration 28Q: 3 clusters Score -2456759 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2456806.000000 Penalty: 4961.989746
	Iteration 29Q: 3 clusters Score -2456806 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2456847.500000 Penalty: 4961.989746
	Iteration 30Q: 3 clusters Score -2456848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2456886.500000 Penalty: 4961.989746
	Iteration 31Q: 3 clusters Score -2456886 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2456895.750000 Penalty: 4961.989746
	Iteration 32Q: 3 clusters Score -2456896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2456927.250000 Penalty: 4961.989746
	Iteration 33Q: 3 clusters Score -2456927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2456932.000000 Penalty: 4961.989746
	Iteration 34Q: 3 clusters Score -2456932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2456952.750000 Penalty: 4961.989746
	Iteration 35Q: 3 clusters Score -2456953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2456965.250000 Penalty: 4961.989746
	Iteration 36Q: 3 clusters Score -2456965 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2456979.500000 Penalty: 4961.989746
	Iteration 37Q: 3 clusters Score -2456980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2457000.750000 Penalty: 4961.989746
	Iteration 38Q: 3 clusters Score -2457001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2457015.000000 Penalty: 4961.989746
	Iteration 39Q: 3 clusters Score -2457015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2457036.000000 Penalty: 4961.989746
	Iteration 40F: 3 clusters Score -2457036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2457047.500000 Penalty: 4961.989746
	Iteration 41Q: 3 clusters Score -2457048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2457065.000000 Penalty: 4961.989746
	Iteration 42Q: 3 clusters Score -2457065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2457079.000000 Penalty: 4961.989746
	Iteration 43Q: 3 clusters Score -2457079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2457098.000000 Penalty: 4961.989746
	Iteration 44Q: 3 clusters Score -2457098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2457109.750000 Penalty: 4961.989746
	Iteration 45Q: 3 clusters Score -2457110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2457119.000000 Penalty: 4961.989746
	Iteration 46Q: 3 clusters Score -2457119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2457127.000000 Penalty: 4961.989746
	Iteration 47Q: 3 clusters Score -2457127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2457116.500000 Penalty: 4961.989746
	Iteration 48Q: 3 clusters Score -2457116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2457118.250000 Penalty: 4961.989746
	Iteration 49Q: 3 clusters Score -2457118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2457130.500000 Penalty: 4961.989746
	Iteration 50Q: 3 clusters Score -2457130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2457133.000000 Penalty: 4961.989746
	Iteration 51Q: 3 clusters Score -2457133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2457132.000000 Penalty: 4961.989746
	Iteration 52Q: 3 clusters Score -2457132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2457139.000000 Penalty: 4961.989746
	Iteration 53Q: 3 clusters Score -2457139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2457140.250000 Penalty: 4961.989746
	Iteration 54Q: 3 clusters Score -2457140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2457141.250000 Penalty: 4961.989746
	Iteration 55Q: 3 clusters Score -2457141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2457143.000000 Penalty: 4961.989746
	Iteration 56Q: 3 clusters Score -2457143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2457146.500000 Penalty: 4961.989746
	Iteration 57Q: 3 clusters Score -2457146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2457143.500000 Penalty: 4961.989746
	Iteration 58Q: 3 clusters Score -2457144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2457138.750000 Penalty: 4961.989746
	Iteration 59Q: 3 clusters Score -2457139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2457143.750000 Penalty: 4961.989746
	Iteration 60F: 3 clusters Score -2457144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2457148.500000 Penalty: 4961.989746
	Iteration 61Q: 3 clusters Score -2457148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2457146.500000 Penalty: 4961.989746
	Iteration 62Q: 3 clusters Score -2457146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2457151.750000 Penalty: 4961.989746
	Iteration 63Q: 3 clusters Score -2457152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2457149.250000 Penalty: 4961.989746
	Iteration 64Q: 3 clusters Score -2457149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2457147.500000 Penalty: 4961.989746
	Iteration 65Q: 3 clusters Score -2457148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2457148.000000 Penalty: 4961.989746
	Iteration 66Q: 3 clusters Score -2457148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2457148.500000 Penalty: 4961.989746
	Iteration 67Q: 3 clusters Score -2457148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2457147.000000 Penalty: 4961.989746
	Iteration 68Q: 3 clusters Score -2457147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2457152.000000 Penalty: 4961.989746
	Iteration 69Q: 3 clusters Score -2457152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2457151.000000 Penalty: 4961.989746
	Iteration 70Q: 3 clusters Score -2457151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2457154.000000 Penalty: 4961.989746
	Iteration 71Q: 3 clusters Score -2457154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2457156.250000 Penalty: 4961.989746
	Iteration 72Q: 3 clusters Score -2457156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2457158.500000 Penalty: 4961.989746
	Iteration 73Q: 3 clusters Score -2457158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2457163.250000 Penalty: 4961.989746
	Iteration 74Q: 3 clusters Score -2457163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2457175.250000 Penalty: 4961.989746
	Iteration 75Q: 3 clusters Score -2457175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2457173.500000 Penalty: 4961.989746
	Iteration 76Q: 3 clusters Score -2457174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2457179.750000 Penalty: 4961.989746
	Iteration 77Q: 3 clusters Score -2457180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2457186.000000 Penalty: 4961.989746
	Iteration 78Q: 3 clusters Score -2457186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2457187.250000 Penalty: 4961.989746
	Iteration 79Q: 3 clusters Score -2457187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2457195.500000 Penalty: 4961.989746
	Iteration 80F: 3 clusters Score -2457196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2457200.000000 Penalty: 4961.989746
	Iteration 81Q: 3 clusters Score -2457200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2457203.750000 Penalty: 4961.989746
	Iteration 82Q: 3 clusters Score -2457204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2457207.000000 Penalty: 4961.989746
	Iteration 83Q: 3 clusters Score -2457207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2457217.250000 Penalty: 4961.989746
	Iteration 84Q: 3 clusters Score -2457217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2457214.000000 Penalty: 4961.989746
	Iteration 85Q: 3 clusters Score -2457214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2457227.250000 Penalty: 4961.989746
	Iteration 86Q: 3 clusters Score -2457227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2457227.500000 Penalty: 4961.989746
	Iteration 87Q: 3 clusters Score -2457228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2457225.000000 Penalty: 4961.989746
	Iteration 88Q: 3 clusters Score -2457225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2457230.250000 Penalty: 4961.989746
	Iteration 89Q: 3 clusters Score -2457230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2457235.500000 Penalty: 4961.989746
	Iteration 90Q: 3 clusters Score -2457236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2457236.750000 Penalty: 4961.989746
	Iteration 91Q: 3 clusters Score -2457237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2457234.750000 Penalty: 4961.989746
	Iteration 92Q: 3 clusters Score -2457235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2457234.500000 Penalty: 4961.989746
	Iteration 93Q: 3 clusters Score -2457234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2457234.500000 Penalty: 4961.989746
	Iteration 94Q: 3 clusters Score -2457234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2457233.250000 Penalty: 4961.989746
	Iteration 95Q: 3 clusters Score -2457233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2457236.000000 Penalty: 4961.989746
	Iteration 96Q: 3 clusters Score -2457236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2457239.250000 Penalty: 4961.989746
	Iteration 97Q: 3 clusters Score -2457239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2457234.250000 Penalty: 4961.989746
	Iteration 98Q: 3 clusters Score -2457234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2457234.250000 Penalty: 4961.989746
	Iteration 99F: 3 clusters Score -2457234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Entering Unmasked Estep 
Score: -19673034.000000 Penalty: 2977.835693
	Iteration 0F: 2 clusters Score -1.967303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -19565134.000000 Penalty: 5955.671387
	Iteration 0F: 3 clusters Score -1.956513e+07 nChanged 78472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -19610492.000000 Penalty: 5955.671387
	Iteration 1F: 3 clusters Score -1.961049e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -19611680.000000 Penalty: 5955.671387
	Iteration 2Q: 3 clusters Score -1.961168e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -19613602.000000 Penalty: 5955.671387
	Iteration 3Q: 3 clusters Score -1.96136e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -19617412.000000 Penalty: 5955.671387
	Iteration 4Q: 3 clusters Score -1.961741e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -19624672.000000 Penalty: 5955.671387
	Iteration 5F: 3 clusters Score -1.962467e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129633 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -19637392.000000 Penalty: 5955.671387
	Iteration 6F: 3 clusters Score -1.963739e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -19653094.000000 Penalty: 5955.671387
	Iteration 7F: 3 clusters Score -1.965309e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -19664376.000000 Penalty: 5955.671387
	Iteration 8F: 3 clusters Score -1.966438e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161880 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -19668790.000000 Penalty: 5955.671387
	Iteration 9Q: 3 clusters Score -1.966879e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163214 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19669910.000000 Penalty: 5955.671387
	Iteration 10Q: 3 clusters Score -1.966991e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163519 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19670266.000000 Penalty: 5955.671387
	Iteration 11Q: 3 clusters Score -1.967027e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19670366.000000 Penalty: 5955.671387
	Iteration 12Q: 3 clusters Score -1.967037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19670442.000000 Penalty: 5955.671387
	Iteration 13Q: 3 clusters Score -1.967044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -19670444.000000 Penalty: 5955.671387
	Iteration 14Q: 3 clusters Score -1.967044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19670458.000000 Penalty: 5955.671387
	Iteration 15Q: 3 clusters Score -1.967046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19670494.000000 Penalty: 5955.671387
	Iteration 16Q: 3 clusters Score -1.967049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19670504.000000 Penalty: 5955.671387
	Iteration 17Q: 3 clusters Score -1.96705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19670512.000000 Penalty: 5955.671387
	Iteration 18Q: 3 clusters Score -1.967051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19670522.000000 Penalty: 5955.671387
	Iteration 19Q: 3 clusters Score -1.967052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19670530.000000 Penalty: 5955.671387
	Iteration 20F: 3 clusters Score -1.967053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19670520.000000 Penalty: 5955.671387
	Iteration 21Q: 3 clusters Score -1.967052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19670520.000000 Penalty: 5955.671387
	Iteration 22F: 3 clusters Score -1.967052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Entering Unmasked Estep 
Score: -9633912.000000 Penalty: 2803.985596
	Iteration 0F: 2 clusters Score -9633912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -9579513.000000 Penalty: 5607.971191
	Iteration 0F: 3 clusters Score -9579513 nChanged 38267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -9601656.000000 Penalty: 5607.971191
	Iteration 1F: 3 clusters Score -9601656 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -9602734.000000 Penalty: 5607.971191
	Iteration 2Q: 3 clusters Score -9602734 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -9604396.000000 Penalty: 5607.971191
	Iteration 3Q: 3 clusters Score -9604396 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -9606707.000000 Penalty: 5607.971191
	Iteration 4F: 3 clusters Score -9606707 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -9609538.000000 Penalty: 5607.971191
	Iteration 5F: 3 clusters Score -9609538 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -9612351.000000 Penalty: 5607.971191
	Iteration 6F: 3 clusters Score -9612351 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -9614876.000000 Penalty: 5607.971191
	Iteration 7F: 3 clusters Score -9614876 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -9616830.000000 Penalty: 5607.971191
	Iteration 8F: 3 clusters Score -9616830 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -9618404.000000 Penalty: 5607.971191
	Iteration 9Q: 3 clusters Score -9618404 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -9619622.000000 Penalty: 5607.971191
	Iteration 10Q: 3 clusters Score -9619622 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -9620765.000000 Penalty: 5607.971191
	Iteration 11Q: 3 clusters Score -9620765 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -9622046.000000 Penalty: 5607.971191
	Iteration 12Q: 3 clusters Score -9622046 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -9623409.000000 Penalty: 5607.971191
	Iteration 13Q: 3 clusters Score -9623409 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -9624905.000000 Penalty: 5607.971191
	Iteration 14Q: 3 clusters Score -9624905 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -9626383.000000 Penalty: 5607.971191
	Iteration 15Q: 3 clusters Score -9626383 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -9627862.000000 Penalty: 5607.971191
	Iteration 16Q: 3 clusters Score -9627862 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -9628920.000000 Penalty: 5607.971191
	Iteration 17Q: 3 clusters Score -9628920 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -9629797.000000 Penalty: 5607.971191
	Iteration 18Q: 3 clusters Score -9629797 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -9630424.000000 Penalty: 5607.971191
	Iteration 19Q: 3 clusters Score -9630424 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9630870.000000 Penalty: 5607.971191
	Iteration 20F: 3 clusters Score -9630870 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9631144.000000 Penalty: 5607.971191
	Iteration 21Q: 3 clusters Score -9631144 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9631322.000000 Penalty: 5607.971191
	Iteration 22Q: 3 clusters Score -9631322 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9631461.000000 Penalty: 5607.971191
	Iteration 23Q: 3 clusters Score -9631461 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9631558.000000 Penalty: 5607.971191
	Iteration 24Q: 3 clusters Score -9631558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9631612.000000 Penalty: 5607.971191
	Iteration 25Q: 3 clusters Score -9631612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9631642.000000 Penalty: 5607.971191
	Iteration 26Q: 3 clusters Score -9631642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9631688.000000 Penalty: 5607.971191
	Iteration 27Q: 3 clusters Score -9631688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9631714.000000 Penalty: 5607.971191
	Iteration 28Q: 3 clusters Score -9631714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9631738.000000 Penalty: 5607.971191
	Iteration 29Q: 3 clusters Score -9631738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9631756.000000 Penalty: 5607.971191
	Iteration 30Q: 3 clusters Score -9631756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9631761.000000 Penalty: 5607.971191
	Iteration 31Q: 3 clusters Score -9631761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9631780.000000 Penalty: 5607.971191
	Iteration 32Q: 3 clusters Score -9631780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9631779.000000 Penalty: 5607.971191
	Iteration 33Q: 3 clusters Score -9631779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9631799.000000 Penalty: 5607.971191
	Iteration 34Q: 3 clusters Score -9631799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9631814.000000 Penalty: 5607.971191
	Iteration 35Q: 3 clusters Score -9631814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9631817.000000 Penalty: 5607.971191
	Iteration 36Q: 3 clusters Score -9631817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9631817.000000 Penalty: 5607.971191
	Iteration 37Q: 3 clusters Score -9631817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9631817.000000 Penalty: 5607.971191
	Iteration 38Q: 3 clusters Score -9631817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9631811.000000 Penalty: 5607.971191
	Iteration 39Q: 3 clusters Score -9631811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9631822.000000 Penalty: 5607.971191
	Iteration 40F: 3 clusters Score -9631822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9631839.000000 Penalty: 5607.971191
	Iteration 41Q: 3 clusters Score -9631839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9631857.000000 Penalty: 5607.971191
	Iteration 42Q: 3 clusters Score -9631857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9631844.000000 Penalty: 5607.971191
	Iteration 43Q: 3 clusters Score -9631844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9631851.000000 Penalty: 5607.971191
	Iteration 44Q: 3 clusters Score -9631851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9631856.000000 Penalty: 5607.971191
	Iteration 45Q: 3 clusters Score -9631856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9631854.000000 Penalty: 5607.971191
	Iteration 46Q: 3 clusters Score -9631854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9631855.000000 Penalty: 5607.971191
	Iteration 47Q: 3 clusters Score -9631855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9631855.000000 Penalty: 5607.971191
	Iteration 48Q: 3 clusters Score -9631855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9631863.000000 Penalty: 5607.971191
	Iteration 49Q: 3 clusters Score -9631863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9631867.000000 Penalty: 5607.971191
	Iteration 50Q: 3 clusters Score -9631867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9631865.000000 Penalty: 5607.971191
	Iteration 51Q: 3 clusters Score -9631865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9631864.000000 Penalty: 5607.971191
	Iteration 52Q: 3 clusters Score -9631864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9631866.000000 Penalty: 5607.971191
	Iteration 53Q: 3 clusters Score -9631866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9631864.000000 Penalty: 5607.971191
	Iteration 54Q: 3 clusters Score -9631864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9631869.000000 Penalty: 5607.971191
	Iteration 55Q: 3 clusters Score -9631869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9631869.000000 Penalty: 5607.971191
	Iteration 56F: 3 clusters Score -9631869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Entering Unmasked Estep 
Score: -873136.500000 Penalty: 2206.896240
	Iteration 0F: 2 clusters Score -873136.5 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 3719 members 
Entering Unmasked Estep 
Score: -867119.375000 Penalty: 4413.792480
	Iteration 0F: 3 clusters Score -867119.4 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -868681.562500 Penalty: 4413.792480
	Iteration 1F: 3 clusters Score -868681.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -868990.062500 Penalty: 4413.792480
	Iteration 2F: 3 clusters Score -868990.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -869226.750000 Penalty: 4413.792480
	Iteration 3F: 3 clusters Score -869226.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -869491.125000 Penalty: 4413.792480
	Iteration 4F: 3 clusters Score -869491.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -869812.875000 Penalty: 4413.792480
	Iteration 5F: 3 clusters Score -869812.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -870205.750000 Penalty: 4413.792480
	Iteration 6F: 3 clusters Score -870205.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -870586.875000 Penalty: 4413.792480
	Iteration 7F: 3 clusters Score -870586.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -870919.687500 Penalty: 4413.792480
	Iteration 8F: 3 clusters Score -870919.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -871165.062500 Penalty: 4413.792480
	Iteration 9Q: 3 clusters Score -871165.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -871307.562500 Penalty: 4413.792480
	Iteration 10Q: 3 clusters Score -871307.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -871394.625000 Penalty: 4413.792480
	Iteration 11Q: 3 clusters Score -871394.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -871451.000000 Penalty: 4413.792480
	Iteration 12Q: 3 clusters Score -871451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -871491.312500 Penalty: 4413.792480
	Iteration 13Q: 3 clusters Score -871491.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -871507.500000 Penalty: 4413.792480
	Iteration 14Q: 3 clusters Score -871507.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -871518.437500 Penalty: 4413.792480
	Iteration 15Q: 3 clusters Score -871518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -871527.437500 Penalty: 4413.792480
	Iteration 16Q: 3 clusters Score -871527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -871532.250000 Penalty: 4413.792480
	Iteration 17Q: 3 clusters Score -871532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -871536.250000 Penalty: 4413.792480
	Iteration 18Q: 3 clusters Score -871536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -871538.250000 Penalty: 4413.792480
	Iteration 19Q: 3 clusters Score -871538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -871539.812500 Penalty: 4413.792480
	Iteration 20F: 3 clusters Score -871539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -871540.250000 Penalty: 4413.792480
	Iteration 21Q: 3 clusters Score -871540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -871540.625000 Penalty: 4413.792480
	Iteration 22Q: 3 clusters Score -871540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -871544.187500 Penalty: 4413.792480
	Iteration 23Q: 3 clusters Score -871544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -871548.437500 Penalty: 4413.792480
	Iteration 24Q: 3 clusters Score -871548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -871549.750000 Penalty: 4413.792480
	Iteration 25Q: 3 clusters Score -871549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -871549.562500 Penalty: 4413.792480
	Iteration 26Q: 3 clusters Score -871549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -871554.000000 Penalty: 4413.792480
	Iteration 27Q: 3 clusters Score -871554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -871557.750000 Penalty: 4413.792480
	Iteration 28Q: 3 clusters Score -871557.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -871559.875000 Penalty: 4413.792480
	Iteration 29Q: 3 clusters Score -871559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -871565.500000 Penalty: 4413.792480
	Iteration 30Q: 3 clusters Score -871565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -871565.250000 Penalty: 4413.792480
	Iteration 31Q: 3 clusters Score -871565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -871565.812500 Penalty: 4413.792480
	Iteration 32Q: 3 clusters Score -871565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -871565.812500 Penalty: 4413.792480
	Iteration 33F: 3 clusters Score -871565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Entering Unmasked Estep 
Score: -1395311.375000 Penalty: 2338.788818
	Iteration 0F: 2 clusters Score -1395311 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 6286 members 
Entering Unmasked Estep 
Score: -1385974.750000 Penalty: 4677.577637
	Iteration 0F: 3 clusters Score -1385975 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1388972.625000 Penalty: 4677.577637
	Iteration 1F: 3 clusters Score -1388973 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1389550.375000 Penalty: 4677.577637
	Iteration 2F: 3 clusters Score -1389550 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1390100.625000 Penalty: 4677.577637
	Iteration 3F: 3 clusters Score -1390101 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1390651.375000 Penalty: 4677.577637
	Iteration 4F: 3 clusters Score -1390651 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1391197.250000 Penalty: 4677.577637
	Iteration 5F: 3 clusters Score -1391197 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1391715.250000 Penalty: 4677.577637
	Iteration 6F: 3 clusters Score -1391715 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1392092.500000 Penalty: 4677.577637
	Iteration 7Q: 3 clusters Score -1392092 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1392367.000000 Penalty: 4677.577637
	Iteration 8Q: 3 clusters Score -1392367 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1392534.375000 Penalty: 4677.577637
	Iteration 9Q: 3 clusters Score -1392534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1392656.750000 Penalty: 4677.577637
	Iteration 10Q: 3 clusters Score -1392657 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1392753.625000 Penalty: 4677.577637
	Iteration 11Q: 3 clusters Score -1392754 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1392853.375000 Penalty: 4677.577637
	Iteration 12Q: 3 clusters Score -1392853 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1392938.875000 Penalty: 4677.577637
	Iteration 13Q: 3 clusters Score -1392939 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1393030.000000 Penalty: 4677.577637
	Iteration 14Q: 3 clusters Score -1393030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1393113.250000 Penalty: 4677.577637
	Iteration 15Q: 3 clusters Score -1393113 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1393192.500000 Penalty: 4677.577637
	Iteration 16Q: 3 clusters Score -1393192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1393263.750000 Penalty: 4677.577637
	Iteration 17Q: 3 clusters Score -1393264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1393305.625000 Penalty: 4677.577637
	Iteration 18Q: 3 clusters Score -1393306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1393343.125000 Penalty: 4677.577637
	Iteration 19Q: 3 clusters Score -1393343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1393384.375000 Penalty: 4677.577637
	Iteration 20F: 3 clusters Score -1393384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1393417.875000 Penalty: 4677.577637
	Iteration 21Q: 3 clusters Score -1393418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1393442.250000 Penalty: 4677.577637
	Iteration 22Q: 3 clusters Score -1393442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1393473.125000 Penalty: 4677.577637
	Iteration 23Q: 3 clusters Score -1393473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1393498.250000 Penalty: 4677.577637
	Iteration 24Q: 3 clusters Score -1393498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1393515.875000 Penalty: 4677.577637
	Iteration 25Q: 3 clusters Score -1393516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1393525.750000 Penalty: 4677.577637
	Iteration 26Q: 3 clusters Score -1393526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1393535.375000 Penalty: 4677.577637
	Iteration 27Q: 3 clusters Score -1393535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1393538.000000 Penalty: 4677.577637
	Iteration 28Q: 3 clusters Score -1393538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1393542.625000 Penalty: 4677.577637
	Iteration 29Q: 3 clusters Score -1393543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1393547.500000 Penalty: 4677.577637
	Iteration 30Q: 3 clusters Score -1393548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1393549.375000 Penalty: 4677.577637
	Iteration 31Q: 3 clusters Score -1393549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1393555.000000 Penalty: 4677.577637
	Iteration 32Q: 3 clusters Score -1393555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1393557.250000 Penalty: 4677.577637
	Iteration 33Q: 3 clusters Score -1393557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1393557.750000 Penalty: 4677.577637
	Iteration 34Q: 3 clusters Score -1393558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1393557.875000 Penalty: 4677.577637
	Iteration 35Q: 3 clusters Score -1393558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1393557.625000 Penalty: 4677.577637
	Iteration 36Q: 3 clusters Score -1393558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1393556.875000 Penalty: 4677.577637
	Iteration 37Q: 3 clusters Score -1393557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1393559.625000 Penalty: 4677.577637
	Iteration 38Q: 3 clusters Score -1393560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1393557.750000 Penalty: 4677.577637
	Iteration 39Q: 3 clusters Score -1393558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1393560.375000 Penalty: 4677.577637
	Iteration 40F: 3 clusters Score -1393560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1393560.000000 Penalty: 4677.577637
	Iteration 41Q: 3 clusters Score -1393560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1393561.625000 Penalty: 4677.577637
	Iteration 42Q: 3 clusters Score -1393562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1393560.875000 Penalty: 4677.577637
	Iteration 43Q: 3 clusters Score -1393561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1393560.875000 Penalty: 4677.577637
	Iteration 44F: 3 clusters Score -1393561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Entering Unmasked Estep 
Score: -3495054.750000 Penalty: 2560.108887
	Iteration 0F: 2 clusters Score -3495055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3474205.750000 Penalty: 5120.217773
	Iteration 0F: 3 clusters Score -3474206 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3481562.750000 Penalty: 5120.217773
	Iteration 1F: 3 clusters Score -3481563 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3482194.000000 Penalty: 5120.217773
	Iteration 2F: 3 clusters Score -3482194 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3482903.000000 Penalty: 5120.217773
	Iteration 3F: 3 clusters Score -3482903 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3483760.000000 Penalty: 5120.217773
	Iteration 4F: 3 clusters Score -3483760 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3484918.250000 Penalty: 5120.217773
	Iteration 5F: 3 clusters Score -3484918 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3486273.000000 Penalty: 5120.217773
	Iteration 6F: 3 clusters Score -3486273 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3487750.750000 Penalty: 5120.217773
	Iteration 7F: 3 clusters Score -3487751 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -3489336.500000 Penalty: 5120.217773
	Iteration 8F: 3 clusters Score -3489336 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3490754.500000 Penalty: 5120.217773
	Iteration 9F: 3 clusters Score -3490754 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3491892.250000 Penalty: 5120.217773
	Iteration 10Q: 3 clusters Score -3491892 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3492568.750000 Penalty: 5120.217773
	Iteration 11Q: 3 clusters Score -3492569 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3492987.750000 Penalty: 5120.217773
	Iteration 12Q: 3 clusters Score -3492988 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3493230.000000 Penalty: 5120.217773
	Iteration 13Q: 3 clusters Score -3493230 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3493383.000000 Penalty: 5120.217773
	Iteration 14Q: 3 clusters Score -3493383 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3493508.500000 Penalty: 5120.217773
	Iteration 15Q: 3 clusters Score -3493508 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3493573.750000 Penalty: 5120.217773
	Iteration 16Q: 3 clusters Score -3493574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3493619.250000 Penalty: 5120.217773
	Iteration 17Q: 3 clusters Score -3493619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3493656.000000 Penalty: 5120.217773
	Iteration 18Q: 3 clusters Score -3493656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3493694.000000 Penalty: 5120.217773
	Iteration 19Q: 3 clusters Score -3493694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3493699.000000 Penalty: 5120.217773
	Iteration 20F: 3 clusters Score -3493699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3493704.500000 Penalty: 5120.217773
	Iteration 21Q: 3 clusters Score -3493704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3493705.500000 Penalty: 5120.217773
	Iteration 22Q: 3 clusters Score -3493706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3493714.500000 Penalty: 5120.217773
	Iteration 23Q: 3 clusters Score -3493714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3493720.250000 Penalty: 5120.217773
	Iteration 24Q: 3 clusters Score -3493720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3493729.000000 Penalty: 5120.217773
	Iteration 25Q: 3 clusters Score -3493729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3493726.500000 Penalty: 5120.217773
	Iteration 26Q: 3 clusters Score -3493726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3493725.000000 Penalty: 5120.217773
	Iteration 27Q: 3 clusters Score -3493725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3493729.000000 Penalty: 5120.217773
	Iteration 28Q: 3 clusters Score -3493729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3493731.500000 Penalty: 5120.217773
	Iteration 29Q: 3 clusters Score -3493732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3493732.250000 Penalty: 5120.217773
	Iteration 30Q: 3 clusters Score -3493732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3493732.250000 Penalty: 5120.217773
	Iteration 31F: 3 clusters Score -3493732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170432 members 
Entering Unmasked Estep 
Score: -20429458.000000 Penalty: 2987.430908
	Iteration 0F: 2 clusters Score -2.042946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -20317530.000000 Penalty: 5974.861816
	Iteration 0F: 3 clusters Score -2.031753e+07 nChanged 81561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 85284 members 
Entering Unmasked Estep 
Score: -20364432.000000 Penalty: 5974.861816
	Iteration 1F: 3 clusters Score -2.036443e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -20365496.000000 Penalty: 5974.861816
	Iteration 2Q: 3 clusters Score -2.03655e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -20366984.000000 Penalty: 5974.861816
	Iteration 3Q: 3 clusters Score -2.036698e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -20368764.000000 Penalty: 5974.861816
	Iteration 4Q: 3 clusters Score -2.036876e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -20371286.000000 Penalty: 5974.861816
	Iteration 5Q: 3 clusters Score -2.037129e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -20374816.000000 Penalty: 5974.861816
	Iteration 6Q: 3 clusters Score -2.037482e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -20379774.000000 Penalty: 5974.861816
	Iteration 7F: 3 clusters Score -2.037977e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84909 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -20386328.000000 Penalty: 5974.861816
	Iteration 8F: 3 clusters Score -2.038633e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -20394338.000000 Penalty: 5974.861816
	Iteration 9F: 3 clusters Score -2.039434e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -20402270.000000 Penalty: 5974.861816
	Iteration 10F: 3 clusters Score -2.040227e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -20408004.000000 Penalty: 5974.861816
	Iteration 11F: 3 clusters Score -2.0408e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -20410954.000000 Penalty: 5974.861816
	Iteration 12Q: 3 clusters Score -2.041095e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -20412254.000000 Penalty: 5974.861816
	Iteration 13Q: 3 clusters Score -2.041225e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -20412950.000000 Penalty: 5974.861816
	Iteration 14Q: 3 clusters Score -2.041295e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -20413484.000000 Penalty: 5974.861816
	Iteration 15Q: 3 clusters Score -2.041348e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -20413844.000000 Penalty: 5974.861816
	Iteration 16Q: 3 clusters Score -2.041384e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -20414214.000000 Penalty: 5974.861816
	Iteration 17Q: 3 clusters Score -2.041421e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -20414526.000000 Penalty: 5974.861816
	Iteration 18Q: 3 clusters Score -2.041453e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -20414922.000000 Penalty: 5974.861816
	Iteration 19Q: 3 clusters Score -2.041492e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -20415132.000000 Penalty: 5974.861816
	Iteration 20F: 3 clusters Score -2.041513e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -20415426.000000 Penalty: 5974.861816
	Iteration 21Q: 3 clusters Score -2.041543e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 94739 members 
Entering Unmasked Estep 
Score: -20415644.000000 Penalty: 5974.861816
	Iteration 22Q: 3 clusters Score -2.041564e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -20415808.000000 Penalty: 5974.861816
	Iteration 23Q: 3 clusters Score -2.041581e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -20416008.000000 Penalty: 5974.861816
	Iteration 24Q: 3 clusters Score -2.041601e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -20416080.000000 Penalty: 5974.861816
	Iteration 25Q: 3 clusters Score -2.041608e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -20416232.000000 Penalty: 5974.861816
	Iteration 26Q: 3 clusters Score -2.041623e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -20416354.000000 Penalty: 5974.861816
	Iteration 27Q: 3 clusters Score -2.041635e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -20416474.000000 Penalty: 5974.861816
	Iteration 28Q: 3 clusters Score -2.041647e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -20416636.000000 Penalty: 5974.861816
	Iteration 29Q: 3 clusters Score -2.041664e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -20416846.000000 Penalty: 5974.861816
	Iteration 30Q: 3 clusters Score -2.041685e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -20416992.000000 Penalty: 5974.861816
	Iteration 31Q: 3 clusters Score -2.041699e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -20417114.000000 Penalty: 5974.861816
	Iteration 32Q: 3 clusters Score -2.041711e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -20417272.000000 Penalty: 5974.861816
	Iteration 33Q: 3 clusters Score -2.041727e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -20417366.000000 Penalty: 5974.861816
	Iteration 34Q: 3 clusters Score -2.041737e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -20417496.000000 Penalty: 5974.861816
	Iteration 35Q: 3 clusters Score -2.04175e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -20417724.000000 Penalty: 5974.861816
	Iteration 36Q: 3 clusters Score -2.041772e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 111419 members 
Entering Unmasked Estep 
Score: -20417826.000000 Penalty: 5974.861816
	Iteration 37Q: 3 clusters Score -2.041783e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 112571 members 
Entering Unmasked Estep 
Score: -20418032.000000 Penalty: 5974.861816
	Iteration 38Q: 3 clusters Score -2.041803e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -20418128.000000 Penalty: 5974.861816
	Iteration 39Q: 3 clusters Score -2.041813e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 114943 members 
Entering Unmasked Estep 
Score: -20418216.000000 Penalty: 5974.861816
	Iteration 40F: 3 clusters Score -2.041822e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 116226 members 
Entering Unmasked Estep 
Score: -20418396.000000 Penalty: 5974.861816
	Iteration 41Q: 3 clusters Score -2.04184e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -20418612.000000 Penalty: 5974.861816
	Iteration 42Q: 3 clusters Score -2.041861e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 118831 members 
Entering Unmasked Estep 
Score: -20418732.000000 Penalty: 5974.861816
	Iteration 43Q: 3 clusters Score -2.041873e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 120125 members 
Entering Unmasked Estep 
Score: -20418852.000000 Penalty: 5974.861816
	Iteration 44Q: 3 clusters Score -2.041885e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -20419084.000000 Penalty: 5974.861816
	Iteration 45Q: 3 clusters Score -2.041908e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 122714 members 
Entering Unmasked Estep 
Score: -20419404.000000 Penalty: 5974.861816
	Iteration 46Q: 3 clusters Score -2.04194e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -20419616.000000 Penalty: 5974.861816
	Iteration 47Q: 3 clusters Score -2.041962e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -20419806.000000 Penalty: 5974.861816
	Iteration 48Q: 3 clusters Score -2.041981e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 126723 members 
Entering Unmasked Estep 
Score: -20419988.000000 Penalty: 5974.861816
	Iteration 49Q: 3 clusters Score -2.041999e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -20420160.000000 Penalty: 5974.861816
	Iteration 50Q: 3 clusters Score -2.042016e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 129321 members 
Entering Unmasked Estep 
Score: -20420396.000000 Penalty: 5974.861816
	Iteration 51Q: 3 clusters Score -2.04204e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -20420722.000000 Penalty: 5974.861816
	Iteration 52Q: 3 clusters Score -2.042072e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 131961 members 
Entering Unmasked Estep 
Score: -20420962.000000 Penalty: 5974.861816
	Iteration 53Q: 3 clusters Score -2.042096e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -20421024.000000 Penalty: 5974.861816
	Iteration 54Q: 3 clusters Score -2.042102e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -20421294.000000 Penalty: 5974.861816
	Iteration 55Q: 3 clusters Score -2.042129e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 135600 members 
Entering Unmasked Estep 
Score: -20421620.000000 Penalty: 5974.861816
	Iteration 56Q: 3 clusters Score -2.042162e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -20421822.000000 Penalty: 5974.861816
	Iteration 57Q: 3 clusters Score -2.042182e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 137926 members 
Entering Unmasked Estep 
Score: -20421994.000000 Penalty: 5974.861816
	Iteration 58Q: 3 clusters Score -2.042199e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -20422236.000000 Penalty: 5974.861816
	Iteration 59Q: 3 clusters Score -2.042224e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 140146 members 
Entering Unmasked Estep 
Score: -20422394.000000 Penalty: 5974.861816
	Iteration 60F: 3 clusters Score -2.042239e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -20422604.000000 Penalty: 5974.861816
	Iteration 61Q: 3 clusters Score -2.04226e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 142396 members 
Entering Unmasked Estep 
Score: -20422752.000000 Penalty: 5974.861816
	Iteration 62Q: 3 clusters Score -2.042275e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 143531 members 
Entering Unmasked Estep 
Score: -20422946.000000 Penalty: 5974.861816
	Iteration 63Q: 3 clusters Score -2.042295e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 144708 members 
Entering Unmasked Estep 
Score: -20423218.000000 Penalty: 5974.861816
	Iteration 64Q: 3 clusters Score -2.042322e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 145869 members 
Entering Unmasked Estep 
Score: -20423468.000000 Penalty: 5974.861816
	Iteration 65Q: 3 clusters Score -2.042347e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -20423734.000000 Penalty: 5974.861816
	Iteration 66Q: 3 clusters Score -2.042373e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 148173 members 
Entering Unmasked Estep 
Score: -20423940.000000 Penalty: 5974.861816
	Iteration 67Q: 3 clusters Score -2.042394e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
Score: -20424158.000000 Penalty: 5974.861816
	Iteration 68Q: 3 clusters Score -2.042416e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 150375 members 
Entering Unmasked Estep 
Score: -20424376.000000 Penalty: 5974.861816
	Iteration 69Q: 3 clusters Score -2.042438e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -20424710.000000 Penalty: 5974.861816
	Iteration 70Q: 3 clusters Score -2.042471e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 152486 members 
Entering Unmasked Estep 
Score: -20424888.000000 Penalty: 5974.861816
	Iteration 71Q: 3 clusters Score -2.042489e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -20425156.000000 Penalty: 5974.861816
	Iteration 72Q: 3 clusters Score -2.042516e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -20425310.000000 Penalty: 5974.861816
	Iteration 73Q: 3 clusters Score -2.042531e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -20425540.000000 Penalty: 5974.861816
	Iteration 74Q: 3 clusters Score -2.042554e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -20425704.000000 Penalty: 5974.861816
	Iteration 75Q: 3 clusters Score -2.04257e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 157083 members 
Entering Unmasked Estep 
Score: -20425902.000000 Penalty: 5974.861816
	Iteration 76Q: 3 clusters Score -2.04259e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -20426090.000000 Penalty: 5974.861816
	Iteration 77Q: 3 clusters Score -2.042609e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -20426254.000000 Penalty: 5974.861816
	Iteration 78Q: 3 clusters Score -2.042625e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 159232 members 
Entering Unmasked Estep 
Score: -20426382.000000 Penalty: 5974.861816
	Iteration 79Q: 3 clusters Score -2.042638e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 159844 members 
Entering Unmasked Estep 
Score: -20426548.000000 Penalty: 5974.861816
	Iteration 80F: 3 clusters Score -2.042655e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -20426642.000000 Penalty: 5974.861816
	Iteration 81Q: 3 clusters Score -2.042664e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 160894 members 
Entering Unmasked Estep 
Score: -20426686.000000 Penalty: 5974.861816
	Iteration 82Q: 3 clusters Score -2.042669e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -20426764.000000 Penalty: 5974.861816
	Iteration 83Q: 3 clusters Score -2.042676e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 161776 members 
Entering Unmasked Estep 
Score: -20426834.000000 Penalty: 5974.861816
	Iteration 84Q: 3 clusters Score -2.042683e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -20426886.000000 Penalty: 5974.861816
	Iteration 85Q: 3 clusters Score -2.042689e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -20426942.000000 Penalty: 5974.861816
	Iteration 86Q: 3 clusters Score -2.042694e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 162717 members 
Entering Unmasked Estep 
Score: -20426996.000000 Penalty: 5974.861816
	Iteration 87Q: 3 clusters Score -2.0427e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -20427082.000000 Penalty: 5974.861816
	Iteration 88Q: 3 clusters Score -2.042708e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -20427102.000000 Penalty: 5974.861816
	Iteration 89Q: 3 clusters Score -2.04271e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 163536 members 
Entering Unmasked Estep 
Score: -20427172.000000 Penalty: 5974.861816
	Iteration 90Q: 3 clusters Score -2.042717e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 163780 members 
Entering Unmasked Estep 
Score: -20427174.000000 Penalty: 5974.861816
	Iteration 91Q: 3 clusters Score -2.042717e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -20427116.000000 Penalty: 5974.861816
	Iteration 92Q: 3 clusters Score -2.042712e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 164234 members 
Entering Unmasked Estep 
Score: -20427142.000000 Penalty: 5974.861816
	Iteration 93Q: 3 clusters Score -2.042714e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -20427158.000000 Penalty: 5974.861816
	Iteration 94Q: 3 clusters Score -2.042716e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -20427128.000000 Penalty: 5974.861816
	Iteration 95Q: 3 clusters Score -2.042713e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -20427174.000000 Penalty: 5974.861816
	Iteration 96Q: 3 clusters Score -2.042717e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 164906 members 
Entering Unmasked Estep 
Score: -20427202.000000 Penalty: 5974.861816
	Iteration 97Q: 3 clusters Score -2.04272e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -20427234.000000 Penalty: 5974.861816
	Iteration 98Q: 3 clusters Score -2.042723e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -20427222.000000 Penalty: 5974.861816
	Iteration 99Q: 3 clusters Score -2.042722e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -20427284.000000 Penalty: 5974.861816
	Iteration 100F: 3 clusters Score -2.042728e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 165372 members 
Entering Unmasked Estep 
Score: -20427304.000000 Penalty: 5974.861816
	Iteration 101Q: 3 clusters Score -2.04273e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 165475 members 
Entering Unmasked Estep 
Score: -20427310.000000 Penalty: 5974.861816
	Iteration 102Q: 3 clusters Score -2.042731e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -20427344.000000 Penalty: 5974.861816
	Iteration 103Q: 3 clusters Score -2.042734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -20427366.000000 Penalty: 5974.861816
	Iteration 104Q: 3 clusters Score -2.042737e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -20427348.000000 Penalty: 5974.861816
	Iteration 105Q: 3 clusters Score -2.042735e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -20427354.000000 Penalty: 5974.861816
	Iteration 106Q: 3 clusters Score -2.042735e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -20427356.000000 Penalty: 5974.861816
	Iteration 107Q: 3 clusters Score -2.042736e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 165919 members 
Entering Unmasked Estep 
Score: -20427356.000000 Penalty: 5974.861816
	Iteration 108Q: 3 clusters Score -2.042736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -20427356.000000 Penalty: 5974.861816
	Iteration 109Q: 3 clusters Score -2.042736e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 166039 members 
Entering Unmasked Estep 
Score: -20427370.000000 Penalty: 5974.861816
	Iteration 110Q: 3 clusters Score -2.042737e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 166091 members 
Entering Unmasked Estep 
Score: -20427394.000000 Penalty: 5974.861816
	Iteration 111Q: 3 clusters Score -2.042739e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 166149 members 
Entering Unmasked Estep 
Score: -20427398.000000 Penalty: 5974.861816
	Iteration 112Q: 3 clusters Score -2.04274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -20427390.000000 Penalty: 5974.861816
	Iteration 113Q: 3 clusters Score -2.042739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -20427378.000000 Penalty: 5974.861816
	Iteration 114Q: 3 clusters Score -2.042738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -20427398.000000 Penalty: 5974.861816
	Iteration 115Q: 3 clusters Score -2.04274e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 166377 members 
Entering Unmasked Estep 
Score: -20427394.000000 Penalty: 5974.861816
	Iteration 116Q: 3 clusters Score -2.042739e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 166426 members 
Entering Unmasked Estep 
Score: -20427414.000000 Penalty: 5974.861816
	Iteration 117Q: 3 clusters Score -2.042741e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 166476 members 
Entering Unmasked Estep 
Score: -20427422.000000 Penalty: 5974.861816
	Iteration 118Q: 3 clusters Score -2.042742e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 166525 members 
Entering Unmasked Estep 
Score: -20427410.000000 Penalty: 5974.861816
	Iteration 119Q: 3 clusters Score -2.042741e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 166583 members 
Entering Unmasked Estep 
Score: -20427430.000000 Penalty: 5974.861816
	Iteration 120F: 3 clusters Score -2.042743e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -20427430.000000 Penalty: 5974.861816
	Iteration 121Q: 3 clusters Score -2.042743e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -20427424.000000 Penalty: 5974.861816
	Iteration 122Q: 3 clusters Score -2.042742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 166715 members 
Entering Unmasked Estep 
Score: -20427442.000000 Penalty: 5974.861816
	Iteration 123Q: 3 clusters Score -2.042744e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -20427436.000000 Penalty: 5974.861816
	Iteration 124Q: 3 clusters Score -2.042744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 166802 members 
Entering Unmasked Estep 
Score: -20427420.000000 Penalty: 5974.861816
	Iteration 125Q: 3 clusters Score -2.042742e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 166847 members 
Entering Unmasked Estep 
Score: -20427446.000000 Penalty: 5974.861816
	Iteration 126Q: 3 clusters Score -2.042745e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 166886 members 
Entering Unmasked Estep 
Score: -20427442.000000 Penalty: 5974.861816
	Iteration 127Q: 3 clusters Score -2.042744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 166919 members 
Entering Unmasked Estep 
Score: -20427460.000000 Penalty: 5974.861816
	Iteration 128Q: 3 clusters Score -2.042746e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -20427454.000000 Penalty: 5974.861816
	Iteration 129Q: 3 clusters Score -2.042745e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -20427448.000000 Penalty: 5974.861816
	Iteration 130Q: 3 clusters Score -2.042745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 167038 members 
Entering Unmasked Estep 
Score: -20427470.000000 Penalty: 5974.861816
	Iteration 131Q: 3 clusters Score -2.042747e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -20427456.000000 Penalty: 5974.861816
	Iteration 132Q: 3 clusters Score -2.042746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -20427478.000000 Penalty: 5974.861816
	Iteration 133Q: 3 clusters Score -2.042748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -20427452.000000 Penalty: 5974.861816
	Iteration 134Q: 3 clusters Score -2.042745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
Score: -20427468.000000 Penalty: 5974.861816
	Iteration 135Q: 3 clusters Score -2.042747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -20427462.000000 Penalty: 5974.861816
	Iteration 136Q: 3 clusters Score -2.042746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -20427490.000000 Penalty: 5974.861816
	Iteration 137Q: 3 clusters Score -2.042749e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -20427486.000000 Penalty: 5974.861816
	Iteration 138Q: 3 clusters Score -2.042749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -20427476.000000 Penalty: 5974.861816
	Iteration 139Q: 3 clusters Score -2.042748e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 167271 members 
Entering Unmasked Estep 
Score: -20427512.000000 Penalty: 5974.861816
	Iteration 140F: 3 clusters Score -2.042751e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 167294 members 
Entering Unmasked Estep 
Score: -20427522.000000 Penalty: 5974.861816
	Iteration 141Q: 3 clusters Score -2.042752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -20427508.000000 Penalty: 5974.861816
	Iteration 142Q: 3 clusters Score -2.042751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 167326 members 
Entering Unmasked Estep 
Score: -20427528.000000 Penalty: 5974.861816
	Iteration 143Q: 3 clusters Score -2.042753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 167343 members 
Entering Unmasked Estep 
Score: -20427530.000000 Penalty: 5974.861816
	Iteration 144Q: 3 clusters Score -2.042753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -20427544.000000 Penalty: 5974.861816
	Iteration 145Q: 3 clusters Score -2.042754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 167379 members 
Entering Unmasked Estep 
Score: -20427548.000000 Penalty: 5974.861816
	Iteration 146Q: 3 clusters Score -2.042755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 167392 members 
Entering Unmasked Estep 
Score: -20427534.000000 Penalty: 5974.861816
	Iteration 147Q: 3 clusters Score -2.042753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 167405 members 
Entering Unmasked Estep 
Score: -20427536.000000 Penalty: 5974.861816
	Iteration 148Q: 3 clusters Score -2.042754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 167418 members 
Entering Unmasked Estep 
Score: -20427524.000000 Penalty: 5974.861816
	Iteration 149Q: 3 clusters Score -2.042752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 167440 members 
Entering Unmasked Estep 
Score: -20427516.000000 Penalty: 5974.861816
	Iteration 150Q: 3 clusters Score -2.042752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 167450 members 
Entering Unmasked Estep 
Score: -20427536.000000 Penalty: 5974.861816
	Iteration 151Q: 3 clusters Score -2.042754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -20427544.000000 Penalty: 5974.861816
	Iteration 152Q: 3 clusters Score -2.042754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 167475 members 
Entering Unmasked Estep 
Score: -20427540.000000 Penalty: 5974.861816
	Iteration 153Q: 3 clusters Score -2.042754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -20427558.000000 Penalty: 5974.861816
	Iteration 154Q: 3 clusters Score -2.042756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 167506 members 
Entering Unmasked Estep 
Score: -20427566.000000 Penalty: 5974.861816
	Iteration 155Q: 3 clusters Score -2.042757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -20427570.000000 Penalty: 5974.861816
	Iteration 156Q: 3 clusters Score -2.042757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 167528 members 
Entering Unmasked Estep 
Score: -20427566.000000 Penalty: 5974.861816
	Iteration 157Q: 3 clusters Score -2.042757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 167536 members 
Entering Unmasked Estep 
Score: -20427564.000000 Penalty: 5974.861816
	Iteration 158Q: 3 clusters Score -2.042756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 167544 members 
Entering Unmasked Estep 
Score: -20427562.000000 Penalty: 5974.861816
	Iteration 159Q: 3 clusters Score -2.042756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -20427562.000000 Penalty: 5974.861816
	Iteration 160F: 3 clusters Score -2.042756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -20427552.000000 Penalty: 5974.861816
	Iteration 161Q: 3 clusters Score -2.042755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -20427540.000000 Penalty: 5974.861816
	Iteration 162Q: 3 clusters Score -2.042754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 167567 members 
Entering Unmasked Estep 
Score: -20427542.000000 Penalty: 5974.861816
	Iteration 163Q: 3 clusters Score -2.042754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 167567 members 
Entering Unmasked Estep 
Score: -20427542.000000 Penalty: 5974.861816
	Iteration 164F: 3 clusters Score -2.042754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Entering Unmasked Estep 
Score: -6939379.500000 Penalty: 2723.877197
	Iteration 0F: 2 clusters Score -6939380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -6899671.000000 Penalty: 5447.754395
	Iteration 0F: 3 clusters Score -6899671 nChanged 27527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -6915489.500000 Penalty: 5447.754395
	Iteration 1F: 3 clusters Score -6915490 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -6916589.000000 Penalty: 5447.754395
	Iteration 2Q: 3 clusters Score -6916589 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -6918048.500000 Penalty: 5447.754395
	Iteration 3Q: 3 clusters Score -6918048 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -6919938.000000 Penalty: 5447.754395
	Iteration 4F: 3 clusters Score -6919938 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -6922169.500000 Penalty: 5447.754395
	Iteration 5F: 3 clusters Score -6922170 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -6924623.000000 Penalty: 5447.754395
	Iteration 6F: 3 clusters Score -6924623 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -6927020.000000 Penalty: 5447.754395
	Iteration 7F: 3 clusters Score -6927020 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -6929106.500000 Penalty: 5447.754395
	Iteration 8F: 3 clusters Score -6929106 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -6930778.500000 Penalty: 5447.754395
	Iteration 9Q: 3 clusters Score -6930778 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -6932121.000000 Penalty: 5447.754395
	Iteration 10Q: 3 clusters Score -6932121 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -6933249.500000 Penalty: 5447.754395
	Iteration 11Q: 3 clusters Score -6933250 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -6934087.000000 Penalty: 5447.754395
	Iteration 12Q: 3 clusters Score -6934087 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6934665.500000 Penalty: 5447.754395
	Iteration 13Q: 3 clusters Score -6934666 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6935122.500000 Penalty: 5447.754395
	Iteration 14Q: 3 clusters Score -6935122 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -6935435.000000 Penalty: 5447.754395
	Iteration 15Q: 3 clusters Score -6935435 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -6935649.500000 Penalty: 5447.754395
	Iteration 16Q: 3 clusters Score -6935650 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -6935805.000000 Penalty: 5447.754395
	Iteration 17Q: 3 clusters Score -6935805 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -6935873.500000 Penalty: 5447.754395
	Iteration 18Q: 3 clusters Score -6935874 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -6935962.500000 Penalty: 5447.754395
	Iteration 19Q: 3 clusters Score -6935962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -6935996.000000 Penalty: 5447.754395
	Iteration 20F: 3 clusters Score -6935996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -6936026.000000 Penalty: 5447.754395
	Iteration 21Q: 3 clusters Score -6936026 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -6936030.000000 Penalty: 5447.754395
	Iteration 22Q: 3 clusters Score -6936030 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -6936018.000000 Penalty: 5447.754395
	Iteration 23Q: 3 clusters Score -6936018 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -6936028.000000 Penalty: 5447.754395
	Iteration 24Q: 3 clusters Score -6936028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6936041.000000 Penalty: 5447.754395
	Iteration 25Q: 3 clusters Score -6936041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -6936047.000000 Penalty: 5447.754395
	Iteration 26Q: 3 clusters Score -6936047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6936033.000000 Penalty: 5447.754395
	Iteration 27Q: 3 clusters Score -6936033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6936049.500000 Penalty: 5447.754395
	Iteration 28Q: 3 clusters Score -6936050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6936063.000000 Penalty: 5447.754395
	Iteration 29Q: 3 clusters Score -6936063 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -6936074.000000 Penalty: 5447.754395
	Iteration 30Q: 3 clusters Score -6936074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -6936088.500000 Penalty: 5447.754395
	Iteration 31Q: 3 clusters Score -6936088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -6936087.000000 Penalty: 5447.754395
	Iteration 32Q: 3 clusters Score -6936087 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -6936099.500000 Penalty: 5447.754395
	Iteration 33Q: 3 clusters Score -6936100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -6936107.000000 Penalty: 5447.754395
	Iteration 34Q: 3 clusters Score -6936107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -6936105.500000 Penalty: 5447.754395
	Iteration 35Q: 3 clusters Score -6936106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -6936129.000000 Penalty: 5447.754395
	Iteration 36Q: 3 clusters Score -6936129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6936116.000000 Penalty: 5447.754395
	Iteration 37Q: 3 clusters Score -6936116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -6936137.000000 Penalty: 5447.754395
	Iteration 38Q: 3 clusters Score -6936137 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -6936116.000000 Penalty: 5447.754395
	Iteration 39Q: 3 clusters Score -6936116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -6936141.500000 Penalty: 5447.754395
	Iteration 40F: 3 clusters Score -6936142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6936143.000000 Penalty: 5447.754395
	Iteration 41Q: 3 clusters Score -6936143 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -6936144.500000 Penalty: 5447.754395
	Iteration 42Q: 3 clusters Score -6936144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -6936164.000000 Penalty: 5447.754395
	Iteration 43Q: 3 clusters Score -6936164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -6936171.000000 Penalty: 5447.754395
	Iteration 44Q: 3 clusters Score -6936171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -6936178.500000 Penalty: 5447.754395
	Iteration 45Q: 3 clusters Score -6936178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -6936159.000000 Penalty: 5447.754395
	Iteration 46Q: 3 clusters Score -6936159 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -6936184.500000 Penalty: 5447.754395
	Iteration 47Q: 3 clusters Score -6936184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -6936183.000000 Penalty: 5447.754395
	Iteration 48Q: 3 clusters Score -6936183 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -6936164.000000 Penalty: 5447.754395
	Iteration 49Q: 3 clusters Score -6936164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -6936157.500000 Penalty: 5447.754395
	Iteration 50Q: 3 clusters Score -6936158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -6936179.000000 Penalty: 5447.754395
	Iteration 51Q: 3 clusters Score -6936179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -6936189.000000 Penalty: 5447.754395
	Iteration 52Q: 3 clusters Score -6936189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -6936213.000000 Penalty: 5447.754395
	Iteration 53Q: 3 clusters Score -6936213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -6936214.000000 Penalty: 5447.754395
	Iteration 54Q: 3 clusters Score -6936214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -6936247.000000 Penalty: 5447.754395
	Iteration 55Q: 3 clusters Score -6936247 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6936241.000000 Penalty: 5447.754395
	Iteration 56Q: 3 clusters Score -6936241 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6936274.500000 Penalty: 5447.754395
	Iteration 57Q: 3 clusters Score -6936274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -6936274.500000 Penalty: 5447.754395
	Iteration 58Q: 3 clusters Score -6936274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -6936281.000000 Penalty: 5447.754395
	Iteration 59Q: 3 clusters Score -6936281 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -6936279.500000 Penalty: 5447.754395
	Iteration 60F: 3 clusters Score -6936280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -6936296.000000 Penalty: 5447.754395
	Iteration 61Q: 3 clusters Score -6936296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6936300.500000 Penalty: 5447.754395
	Iteration 62Q: 3 clusters Score -6936300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -6936305.500000 Penalty: 5447.754395
	Iteration 63Q: 3 clusters Score -6936306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6936311.000000 Penalty: 5447.754395
	Iteration 64Q: 3 clusters Score -6936311 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -6936312.500000 Penalty: 5447.754395
	Iteration 65Q: 3 clusters Score -6936312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -6936327.500000 Penalty: 5447.754395
	Iteration 66Q: 3 clusters Score -6936328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -6936325.000000 Penalty: 5447.754395
	Iteration 67Q: 3 clusters Score -6936325 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -6936321.500000 Penalty: 5447.754395
	Iteration 68Q: 3 clusters Score -6936322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6936322.000000 Penalty: 5447.754395
	Iteration 69Q: 3 clusters Score -6936322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -6936326.500000 Penalty: 5447.754395
	Iteration 70Q: 3 clusters Score -6936326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -6936322.500000 Penalty: 5447.754395
	Iteration 71Q: 3 clusters Score -6936322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6936322.000000 Penalty: 5447.754395
	Iteration 72Q: 3 clusters Score -6936322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -6936334.500000 Penalty: 5447.754395
	Iteration 73Q: 3 clusters Score -6936334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -6936324.000000 Penalty: 5447.754395
	Iteration 74Q: 3 clusters Score -6936324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -6936327.500000 Penalty: 5447.754395
	Iteration 75Q: 3 clusters Score -6936328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6936331.000000 Penalty: 5447.754395
	Iteration 76Q: 3 clusters Score -6936331 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -6936348.000000 Penalty: 5447.754395
	Iteration 77Q: 3 clusters Score -6936348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6936354.500000 Penalty: 5447.754395
	Iteration 78Q: 3 clusters Score -6936354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -6936354.500000 Penalty: 5447.754395
	Iteration 79Q: 3 clusters Score -6936354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -6936378.000000 Penalty: 5447.754395
	Iteration 80F: 3 clusters Score -6936378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6936380.000000 Penalty: 5447.754395
	Iteration 81Q: 3 clusters Score -6936380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -6936376.500000 Penalty: 5447.754395
	Iteration 82Q: 3 clusters Score -6936376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6936374.500000 Penalty: 5447.754395
	Iteration 83Q: 3 clusters Score -6936374 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6936397.500000 Penalty: 5447.754395
	Iteration 84Q: 3 clusters Score -6936398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -6936410.000000 Penalty: 5447.754395
	Iteration 85Q: 3 clusters Score -6936410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6936419.000000 Penalty: 5447.754395
	Iteration 86Q: 3 clusters Score -6936419 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -6936406.000000 Penalty: 5447.754395
	Iteration 87Q: 3 clusters Score -6936406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6936419.000000 Penalty: 5447.754395
	Iteration 88Q: 3 clusters Score -6936419 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6936437.500000 Penalty: 5447.754395
	Iteration 89Q: 3 clusters Score -6936438 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6936451.500000 Penalty: 5447.754395
	Iteration 90Q: 3 clusters Score -6936452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -6936450.500000 Penalty: 5447.754395
	Iteration 91Q: 3 clusters Score -6936450 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -6936464.000000 Penalty: 5447.754395
	Iteration 92Q: 3 clusters Score -6936464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -6936471.500000 Penalty: 5447.754395
	Iteration 93Q: 3 clusters Score -6936472 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -6936516.000000 Penalty: 5447.754395
	Iteration 94Q: 3 clusters Score -6936516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -6936529.000000 Penalty: 5447.754395
	Iteration 95Q: 3 clusters Score -6936529 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -6936547.500000 Penalty: 5447.754395
	Iteration 96Q: 3 clusters Score -6936548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -6936574.500000 Penalty: 5447.754395
	Iteration 97Q: 3 clusters Score -6936574 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -6936592.500000 Penalty: 5447.754395
	Iteration 98Q: 3 clusters Score -6936592 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6936619.000000 Penalty: 5447.754395
	Iteration 99Q: 3 clusters Score -6936619 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -6936650.000000 Penalty: 5447.754395
	Iteration 100F: 3 clusters Score -6936650 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6936653.500000 Penalty: 5447.754395
	Iteration 101Q: 3 clusters Score -6936654 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -6936687.500000 Penalty: 5447.754395
	Iteration 102Q: 3 clusters Score -6936688 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6936689.000000 Penalty: 5447.754395
	Iteration 103Q: 3 clusters Score -6936689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -6936697.500000 Penalty: 5447.754395
	Iteration 104Q: 3 clusters Score -6936698 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -6936704.000000 Penalty: 5447.754395
	Iteration 105Q: 3 clusters Score -6936704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -6936707.000000 Penalty: 5447.754395
	Iteration 106Q: 3 clusters Score -6936707 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -6936719.000000 Penalty: 5447.754395
	Iteration 107Q: 3 clusters Score -6936719 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -6936704.000000 Penalty: 5447.754395
	Iteration 108Q: 3 clusters Score -6936704 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -6936722.000000 Penalty: 5447.754395
	Iteration 109Q: 3 clusters Score -6936722 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -6936732.500000 Penalty: 5447.754395
	Iteration 110Q: 3 clusters Score -6936732 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -6936761.000000 Penalty: 5447.754395
	Iteration 111Q: 3 clusters Score -6936761 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -6936758.500000 Penalty: 5447.754395
	Iteration 112Q: 3 clusters Score -6936758 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -6936777.500000 Penalty: 5447.754395
	Iteration 113Q: 3 clusters Score -6936778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6936791.500000 Penalty: 5447.754395
	Iteration 114Q: 3 clusters Score -6936792 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -6936802.000000 Penalty: 5447.754395
	Iteration 115Q: 3 clusters Score -6936802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -6936828.000000 Penalty: 5447.754395
	Iteration 116Q: 3 clusters Score -6936828 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -6936859.000000 Penalty: 5447.754395
	Iteration 117Q: 3 clusters Score -6936859 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -6936883.500000 Penalty: 5447.754395
	Iteration 118Q: 3 clusters Score -6936884 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -6936880.500000 Penalty: 5447.754395
	Iteration 119Q: 3 clusters Score -6936880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -6936914.000000 Penalty: 5447.754395
	Iteration 120F: 3 clusters Score -6936914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -6936893.500000 Penalty: 5447.754395
	Iteration 121Q: 3 clusters Score -6936894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -6936874.500000 Penalty: 5447.754395
	Iteration 122Q: 3 clusters Score -6936874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -6936916.000000 Penalty: 5447.754395
	Iteration 123Q: 3 clusters Score -6936916 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -6936914.500000 Penalty: 5447.754395
	Iteration 124Q: 3 clusters Score -6936914 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -6936921.500000 Penalty: 5447.754395
	Iteration 125Q: 3 clusters Score -6936922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -6936923.000000 Penalty: 5447.754395
	Iteration 126Q: 3 clusters Score -6936923 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -6936905.000000 Penalty: 5447.754395
	Iteration 127Q: 3 clusters Score -6936905 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -6936920.500000 Penalty: 5447.754395
	Iteration 128Q: 3 clusters Score -6936920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -6936912.500000 Penalty: 5447.754395
	Iteration 129Q: 3 clusters Score -6936912 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -6936917.000000 Penalty: 5447.754395
	Iteration 130Q: 3 clusters Score -6936917 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -6936947.500000 Penalty: 5447.754395
	Iteration 131Q: 3 clusters Score -6936948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -6936956.500000 Penalty: 5447.754395
	Iteration 132Q: 3 clusters Score -6936956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6936975.500000 Penalty: 5447.754395
	Iteration 133Q: 3 clusters Score -6936976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6936974.500000 Penalty: 5447.754395
	Iteration 134Q: 3 clusters Score -6936974 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -6937005.500000 Penalty: 5447.754395
	Iteration 135Q: 3 clusters Score -6937006 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -6937022.500000 Penalty: 5447.754395
	Iteration 136Q: 3 clusters Score -6937022 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -6937033.500000 Penalty: 5447.754395
	Iteration 137Q: 3 clusters Score -6937034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -6937022.500000 Penalty: 5447.754395
	Iteration 138Q: 3 clusters Score -6937022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -6937041.000000 Penalty: 5447.754395
	Iteration 139Q: 3 clusters Score -6937041 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6937062.000000 Penalty: 5447.754395
	Iteration 140F: 3 clusters Score -6937062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -6937089.500000 Penalty: 5447.754395
	Iteration 141Q: 3 clusters Score -6937090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -6937091.000000 Penalty: 5447.754395
	Iteration 142Q: 3 clusters Score -6937091 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -6937119.500000 Penalty: 5447.754395
	Iteration 143Q: 3 clusters Score -6937120 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -6937121.000000 Penalty: 5447.754395
	Iteration 144Q: 3 clusters Score -6937121 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -6937125.500000 Penalty: 5447.754395
	Iteration 145Q: 3 clusters Score -6937126 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -6937154.500000 Penalty: 5447.754395
	Iteration 146Q: 3 clusters Score -6937154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6937144.500000 Penalty: 5447.754395
	Iteration 147Q: 3 clusters Score -6937144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -6937161.500000 Penalty: 5447.754395
	Iteration 148Q: 3 clusters Score -6937162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -6937169.000000 Penalty: 5447.754395
	Iteration 149Q: 3 clusters Score -6937169 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -6937173.500000 Penalty: 5447.754395
	Iteration 150Q: 3 clusters Score -6937174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -6937169.500000 Penalty: 5447.754395
	Iteration 151Q: 3 clusters Score -6937170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -6937191.000000 Penalty: 5447.754395
	Iteration 152Q: 3 clusters Score -6937191 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -6937195.000000 Penalty: 5447.754395
	Iteration 153Q: 3 clusters Score -6937195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -6937197.500000 Penalty: 5447.754395
	Iteration 154Q: 3 clusters Score -6937198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -6937229.500000 Penalty: 5447.754395
	Iteration 155Q: 3 clusters Score -6937230 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -6937227.500000 Penalty: 5447.754395
	Iteration 156Q: 3 clusters Score -6937228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -6937246.000000 Penalty: 5447.754395
	Iteration 157Q: 3 clusters Score -6937246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6937248.000000 Penalty: 5447.754395
	Iteration 158Q: 3 clusters Score -6937248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -6937243.000000 Penalty: 5447.754395
	Iteration 159Q: 3 clusters Score -6937243 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -6937283.500000 Penalty: 5447.754395
	Iteration 160F: 3 clusters Score -6937284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -6937281.500000 Penalty: 5447.754395
	Iteration 161Q: 3 clusters Score -6937282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -6937262.500000 Penalty: 5447.754395
	Iteration 162Q: 3 clusters Score -6937262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -6937268.500000 Penalty: 5447.754395
	Iteration 163Q: 3 clusters Score -6937268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -6937280.000000 Penalty: 5447.754395
	Iteration 164Q: 3 clusters Score -6937280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -6937291.500000 Penalty: 5447.754395
	Iteration 165Q: 3 clusters Score -6937292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -6937294.000000 Penalty: 5447.754395
	Iteration 166Q: 3 clusters Score -6937294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6937285.000000 Penalty: 5447.754395
	Iteration 167Q: 3 clusters Score -6937285 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -6937282.500000 Penalty: 5447.754395
	Iteration 168Q: 3 clusters Score -6937282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -6937283.500000 Penalty: 5447.754395
	Iteration 169Q: 3 clusters Score -6937284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -6937284.000000 Penalty: 5447.754395
	Iteration 170Q: 3 clusters Score -6937284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -6937294.500000 Penalty: 5447.754395
	Iteration 171Q: 3 clusters Score -6937294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -6937301.000000 Penalty: 5447.754395
	Iteration 172Q: 3 clusters Score -6937301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -6937303.000000 Penalty: 5447.754395
	Iteration 173Q: 3 clusters Score -6937303 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -6937332.000000 Penalty: 5447.754395
	Iteration 174Q: 3 clusters Score -6937332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -6937339.000000 Penalty: 5447.754395
	Iteration 175Q: 3 clusters Score -6937339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -6937337.500000 Penalty: 5447.754395
	Iteration 176Q: 3 clusters Score -6937338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6937340.500000 Penalty: 5447.754395
	Iteration 177Q: 3 clusters Score -6937340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -6937348.500000 Penalty: 5447.754395
	Iteration 178Q: 3 clusters Score -6937348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -6937346.500000 Penalty: 5447.754395
	Iteration 179Q: 3 clusters Score -6937346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -6937364.000000 Penalty: 5447.754395
	Iteration 180F: 3 clusters Score -6937364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -6937370.500000 Penalty: 5447.754395
	Iteration 181Q: 3 clusters Score -6937370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -6937378.500000 Penalty: 5447.754395
	Iteration 182Q: 3 clusters Score -6937378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -6937371.000000 Penalty: 5447.754395
	Iteration 183Q: 3 clusters Score -6937371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -6937365.000000 Penalty: 5447.754395
	Iteration 184Q: 3 clusters Score -6937365 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -6937377.000000 Penalty: 5447.754395
	Iteration 185Q: 3 clusters Score -6937377 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -6937405.000000 Penalty: 5447.754395
	Iteration 186Q: 3 clusters Score -6937405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -6937410.500000 Penalty: 5447.754395
	Iteration 187Q: 3 clusters Score -6937410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -6937428.500000 Penalty: 5447.754395
	Iteration 188Q: 3 clusters Score -6937428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -6937447.000000 Penalty: 5447.754395
	Iteration 189Q: 3 clusters Score -6937447 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -6937457.000000 Penalty: 5447.754395
	Iteration 190Q: 3 clusters Score -6937457 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -6937464.500000 Penalty: 5447.754395
	Iteration 191Q: 3 clusters Score -6937464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -6937473.000000 Penalty: 5447.754395
	Iteration 192Q: 3 clusters Score -6937473 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -6937479.500000 Penalty: 5447.754395
	Iteration 193Q: 3 clusters Score -6937480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -6937493.000000 Penalty: 5447.754395
	Iteration 194Q: 3 clusters Score -6937493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -6937510.000000 Penalty: 5447.754395
	Iteration 195Q: 3 clusters Score -6937510 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -6937539.000000 Penalty: 5447.754395
	Iteration 196Q: 3 clusters Score -6937539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6937562.500000 Penalty: 5447.754395
	Iteration 197Q: 3 clusters Score -6937562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -6937570.500000 Penalty: 5447.754395
	Iteration 198Q: 3 clusters Score -6937570 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -6937562.500000 Penalty: 5447.754395
	Iteration 199Q: 3 clusters Score -6937562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -6937587.500000 Penalty: 5447.754395
	Iteration 200F: 3 clusters Score -6937588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6937588.000000 Penalty: 5447.754395
	Iteration 201Q: 3 clusters Score -6937588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -6937597.000000 Penalty: 5447.754395
	Iteration 202Q: 3 clusters Score -6937597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -6937588.000000 Penalty: 5447.754395
	Iteration 203Q: 3 clusters Score -6937588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -6937590.500000 Penalty: 5447.754395
	Iteration 204Q: 3 clusters Score -6937590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -6937621.000000 Penalty: 5447.754395
	Iteration 205Q: 3 clusters Score -6937621 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -6937647.000000 Penalty: 5447.754395
	Iteration 206Q: 3 clusters Score -6937647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6937646.500000 Penalty: 5447.754395
	Iteration 207Q: 3 clusters Score -6937646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6937638.500000 Penalty: 5447.754395
	Iteration 208Q: 3 clusters Score -6937638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -6937662.500000 Penalty: 5447.754395
	Iteration 209Q: 3 clusters Score -6937662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -6937654.000000 Penalty: 5447.754395
	Iteration 210Q: 3 clusters Score -6937654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -6937669.500000 Penalty: 5447.754395
	Iteration 211Q: 3 clusters Score -6937670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -6937685.000000 Penalty: 5447.754395
	Iteration 212Q: 3 clusters Score -6937685 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -6937696.000000 Penalty: 5447.754395
	Iteration 213Q: 3 clusters Score -6937696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -6937702.000000 Penalty: 5447.754395
	Iteration 214Q: 3 clusters Score -6937702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -6937715.500000 Penalty: 5447.754395
	Iteration 215Q: 3 clusters Score -6937716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -6937712.000000 Penalty: 5447.754395
	Iteration 216Q: 3 clusters Score -6937712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -6937700.000000 Penalty: 5447.754395
	Iteration 217Q: 3 clusters Score -6937700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -6937707.000000 Penalty: 5447.754395
	Iteration 218Q: 3 clusters Score -6937707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -6937714.500000 Penalty: 5447.754395
	Iteration 219Q: 3 clusters Score -6937714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -6937711.500000 Penalty: 5447.754395
	Iteration 220F: 3 clusters Score -6937712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6937726.500000 Penalty: 5447.754395
	Iteration 221Q: 3 clusters Score -6937726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -6937754.500000 Penalty: 5447.754395
	Iteration 222Q: 3 clusters Score -6937754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -6937734.000000 Penalty: 5447.754395
	Iteration 223Q: 3 clusters Score -6937734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -6937730.500000 Penalty: 5447.754395
	Iteration 224Q: 3 clusters Score -6937730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -6937733.000000 Penalty: 5447.754395
	Iteration 225Q: 3 clusters Score -6937733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -6937749.000000 Penalty: 5447.754395
	Iteration 226Q: 3 clusters Score -6937749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -6937737.000000 Penalty: 5447.754395
	Iteration 227Q: 3 clusters Score -6937737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -6937737.500000 Penalty: 5447.754395
	Iteration 228Q: 3 clusters Score -6937738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -6937739.000000 Penalty: 5447.754395
	Iteration 229Q: 3 clusters Score -6937739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -6937743.500000 Penalty: 5447.754395
	Iteration 230Q: 3 clusters Score -6937744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -6937758.000000 Penalty: 5447.754395
	Iteration 231Q: 3 clusters Score -6937758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -6937756.000000 Penalty: 5447.754395
	Iteration 232Q: 3 clusters Score -6937756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -6937763.000000 Penalty: 5447.754395
	Iteration 233Q: 3 clusters Score -6937763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -6937744.500000 Penalty: 5447.754395
	Iteration 234Q: 3 clusters Score -6937744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -6937766.000000 Penalty: 5447.754395
	Iteration 235Q: 3 clusters Score -6937766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -6937767.000000 Penalty: 5447.754395
	Iteration 236Q: 3 clusters Score -6937767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -6937771.000000 Penalty: 5447.754395
	Iteration 237Q: 3 clusters Score -6937771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6937797.000000 Penalty: 5447.754395
	Iteration 238Q: 3 clusters Score -6937797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -6937800.000000 Penalty: 5447.754395
	Iteration 239Q: 3 clusters Score -6937800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -6937804.000000 Penalty: 5447.754395
	Iteration 240F: 3 clusters Score -6937804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -6937803.500000 Penalty: 5447.754395
	Iteration 241Q: 3 clusters Score -6937804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -6937812.500000 Penalty: 5447.754395
	Iteration 242Q: 3 clusters Score -6937812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -6937813.500000 Penalty: 5447.754395
	Iteration 243Q: 3 clusters Score -6937814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -6937822.000000 Penalty: 5447.754395
	Iteration 244Q: 3 clusters Score -6937822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6937822.000000 Penalty: 5447.754395
	Iteration 245Q: 3 clusters Score -6937822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -6937819.000000 Penalty: 5447.754395
	Iteration 246Q: 3 clusters Score -6937819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -6937813.500000 Penalty: 5447.754395
	Iteration 247Q: 3 clusters Score -6937814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -6937826.000000 Penalty: 5447.754395
	Iteration 248Q: 3 clusters Score -6937826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -6937819.000000 Penalty: 5447.754395
	Iteration 249Q: 3 clusters Score -6937819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -6937819.000000 Penalty: 5447.754395
	Iteration 250Q: 3 clusters Score -6937819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -6937813.500000 Penalty: 5447.754395
	Iteration 251Q: 3 clusters Score -6937814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6937831.500000 Penalty: 5447.754395
	Iteration 252Q: 3 clusters Score -6937832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -6937831.500000 Penalty: 5447.754395
	Iteration 253Q: 3 clusters Score -6937832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -6937828.000000 Penalty: 5447.754395
	Iteration 254Q: 3 clusters Score -6937828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -6937839.000000 Penalty: 5447.754395
	Iteration 255Q: 3 clusters Score -6937839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -6937835.000000 Penalty: 5447.754395
	Iteration 256Q: 3 clusters Score -6937835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -6937842.000000 Penalty: 5447.754395
	Iteration 257Q: 3 clusters Score -6937842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -6937851.000000 Penalty: 5447.754395
	Iteration 258Q: 3 clusters Score -6937851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -6937849.500000 Penalty: 5447.754395
	Iteration 259Q: 3 clusters Score -6937850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -6937847.500000 Penalty: 5447.754395
	Iteration 260F: 3 clusters Score -6937848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -6937854.500000 Penalty: 5447.754395
	Iteration 261Q: 3 clusters Score -6937854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -6937853.500000 Penalty: 5447.754395
	Iteration 262Q: 3 clusters Score -6937854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -6937862.000000 Penalty: 5447.754395
	Iteration 263Q: 3 clusters Score -6937862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -6937863.000000 Penalty: 5447.754395
	Iteration 264Q: 3 clusters Score -6937863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -6937871.500000 Penalty: 5447.754395
	Iteration 265Q: 3 clusters Score -6937872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -6937870.000000 Penalty: 5447.754395
	Iteration 266Q: 3 clusters Score -6937870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -6937877.000000 Penalty: 5447.754395
	Iteration 267Q: 3 clusters Score -6937877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6937872.000000 Penalty: 5447.754395
	Iteration 268Q: 3 clusters Score -6937872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -6937869.000000 Penalty: 5447.754395
	Iteration 269Q: 3 clusters Score -6937869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6937871.500000 Penalty: 5447.754395
	Iteration 270Q: 3 clusters Score -6937872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -6937875.000000 Penalty: 5447.754395
	Iteration 271Q: 3 clusters Score -6937875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -6937864.500000 Penalty: 5447.754395
	Iteration 272Q: 3 clusters Score -6937864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6937870.000000 Penalty: 5447.754395
	Iteration 273Q: 3 clusters Score -6937870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -6937869.500000 Penalty: 5447.754395
	Iteration 274Q: 3 clusters Score -6937870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -6937874.000000 Penalty: 5447.754395
	Iteration 275Q: 3 clusters Score -6937874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -6937881.000000 Penalty: 5447.754395
	Iteration 276Q: 3 clusters Score -6937881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -6937871.500000 Penalty: 5447.754395
	Iteration 277Q: 3 clusters Score -6937872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -6937867.000000 Penalty: 5447.754395
	Iteration 278Q: 3 clusters Score -6937867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -6937873.000000 Penalty: 5447.754395
	Iteration 279Q: 3 clusters Score -6937873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6937874.000000 Penalty: 5447.754395
	Iteration 280F: 3 clusters Score -6937874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -6937874.000000 Penalty: 5447.754395
	Iteration 281Q: 3 clusters Score -6937874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -6937868.500000 Penalty: 5447.754395
	Iteration 282Q: 3 clusters Score -6937868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -6937868.000000 Penalty: 5447.754395
	Iteration 283Q: 3 clusters Score -6937868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -6937873.500000 Penalty: 5447.754395
	Iteration 284Q: 3 clusters Score -6937874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6937868.500000 Penalty: 5447.754395
	Iteration 285Q: 3 clusters Score -6937868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -6937858.500000 Penalty: 5447.754395
	Iteration 286Q: 3 clusters Score -6937858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -6937872.500000 Penalty: 5447.754395
	Iteration 287Q: 3 clusters Score -6937872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -6937870.000000 Penalty: 5447.754395
	Iteration 288Q: 3 clusters Score -6937870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -6937875.500000 Penalty: 5447.754395
	Iteration 289Q: 3 clusters Score -6937876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -6937868.000000 Penalty: 5447.754395
	Iteration 290Q: 3 clusters Score -6937868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -6937872.500000 Penalty: 5447.754395
	Iteration 291Q: 3 clusters Score -6937872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -6937876.500000 Penalty: 5447.754395
	Iteration 292Q: 3 clusters Score -6937876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -6937877.500000 Penalty: 5447.754395
	Iteration 293Q: 3 clusters Score -6937878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -6937882.500000 Penalty: 5447.754395
	Iteration 294Q: 3 clusters Score -6937882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -6937880.000000 Penalty: 5447.754395
	Iteration 295Q: 3 clusters Score -6937880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -6937887.000000 Penalty: 5447.754395
	Iteration 296Q: 3 clusters Score -6937887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -6937890.000000 Penalty: 5447.754395
	Iteration 297Q: 3 clusters Score -6937890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -6937900.000000 Penalty: 5447.754395
	Iteration 298Q: 3 clusters Score -6937900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -6937902.000000 Penalty: 5447.754395
	Iteration 299Q: 3 clusters Score -6937902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -6937919.000000 Penalty: 5447.754395
	Iteration 300F: 3 clusters Score -6937919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -6937914.000000 Penalty: 5447.754395
	Iteration 301Q: 3 clusters Score -6937914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -6937908.000000 Penalty: 5447.754395
	Iteration 302Q: 3 clusters Score -6937908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -6937911.500000 Penalty: 5447.754395
	Iteration 303Q: 3 clusters Score -6937912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -6937914.000000 Penalty: 5447.754395
	Iteration 304Q: 3 clusters Score -6937914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -6937914.000000 Penalty: 5447.754395
	Iteration 305Q: 3 clusters Score -6937914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -6937904.000000 Penalty: 5447.754395
	Iteration 306Q: 3 clusters Score -6937904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -6937905.000000 Penalty: 5447.754395
	Iteration 307Q: 3 clusters Score -6937905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -6937916.500000 Penalty: 5447.754395
	Iteration 308Q: 3 clusters Score -6937916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -6937918.500000 Penalty: 5447.754395
	Iteration 309Q: 3 clusters Score -6937918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -6937918.000000 Penalty: 5447.754395
	Iteration 310Q: 3 clusters Score -6937918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -6937922.000000 Penalty: 5447.754395
	Iteration 311Q: 3 clusters Score -6937922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6937923.500000 Penalty: 5447.754395
	Iteration 312Q: 3 clusters Score -6937924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -6937921.500000 Penalty: 5447.754395
	Iteration 313Q: 3 clusters Score -6937922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -6937911.500000 Penalty: 5447.754395
	Iteration 314Q: 3 clusters Score -6937912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -6937930.000000 Penalty: 5447.754395
	Iteration 315Q: 3 clusters Score -6937930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -6937932.000000 Penalty: 5447.754395
	Iteration 316Q: 3 clusters Score -6937932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -6937935.000000 Penalty: 5447.754395
	Iteration 317Q: 3 clusters Score -6937935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -6937929.000000 Penalty: 5447.754395
	Iteration 318Q: 3 clusters Score -6937929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6937924.500000 Penalty: 5447.754395
	Iteration 319Q: 3 clusters Score -6937924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6937916.500000 Penalty: 5447.754395
	Iteration 320F: 3 clusters Score -6937916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -6937928.000000 Penalty: 5447.754395
	Iteration 321Q: 3 clusters Score -6937928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -6937930.000000 Penalty: 5447.754395
	Iteration 322Q: 3 clusters Score -6937930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -6937930.500000 Penalty: 5447.754395
	Iteration 323Q: 3 clusters Score -6937930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -6937923.500000 Penalty: 5447.754395
	Iteration 324Q: 3 clusters Score -6937924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6937925.500000 Penalty: 5447.754395
	Iteration 325Q: 3 clusters Score -6937926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -6937920.500000 Penalty: 5447.754395
	Iteration 326Q: 3 clusters Score -6937920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -6937914.500000 Penalty: 5447.754395
	Iteration 327Q: 3 clusters Score -6937914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -6937923.000000 Penalty: 5447.754395
	Iteration 328Q: 3 clusters Score -6937923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -6937920.000000 Penalty: 5447.754395
	Iteration 329Q: 3 clusters Score -6937920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -6937917.500000 Penalty: 5447.754395
	Iteration 330Q: 3 clusters Score -6937918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -6937917.000000 Penalty: 5447.754395
	Iteration 331Q: 3 clusters Score -6937917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -6937920.000000 Penalty: 5447.754395
	Iteration 332Q: 3 clusters Score -6937920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -6937917.500000 Penalty: 5447.754395
	Iteration 333Q: 3 clusters Score -6937918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -6937909.500000 Penalty: 5447.754395
	Iteration 334Q: 3 clusters Score -6937910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6937914.500000 Penalty: 5447.754395
	Iteration 335Q: 3 clusters Score -6937914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -6937917.000000 Penalty: 5447.754395
	Iteration 336Q: 3 clusters Score -6937917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -6937910.500000 Penalty: 5447.754395
	Iteration 337Q: 3 clusters Score -6937910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6937921.500000 Penalty: 5447.754395
	Iteration 338Q: 3 clusters Score -6937922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -6937917.000000 Penalty: 5447.754395
	Iteration 339Q: 3 clusters Score -6937917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -6937922.500000 Penalty: 5447.754395
	Iteration 340F: 3 clusters Score -6937922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -6937921.500000 Penalty: 5447.754395
	Iteration 341Q: 3 clusters Score -6937922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -6937926.000000 Penalty: 5447.754395
	Iteration 342Q: 3 clusters Score -6937926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -6937922.000000 Penalty: 5447.754395
	Iteration 343Q: 3 clusters Score -6937922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -6937918.500000 Penalty: 5447.754395
	Iteration 344Q: 3 clusters Score -6937918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -6937933.000000 Penalty: 5447.754395
	Iteration 345Q: 3 clusters Score -6937933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6937924.000000 Penalty: 5447.754395
	Iteration 346Q: 3 clusters Score -6937924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -6937926.500000 Penalty: 5447.754395
	Iteration 347Q: 3 clusters Score -6937926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -6937933.500000 Penalty: 5447.754395
	Iteration 348Q: 3 clusters Score -6937934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -6937929.500000 Penalty: 5447.754395
	Iteration 349Q: 3 clusters Score -6937930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -6937938.000000 Penalty: 5447.754395
	Iteration 350Q: 3 clusters Score -6937938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -6937932.000000 Penalty: 5447.754395
	Iteration 351Q: 3 clusters Score -6937932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6937930.000000 Penalty: 5447.754395
	Iteration 352Q: 3 clusters Score -6937930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -6937926.000000 Penalty: 5447.754395
	Iteration 353Q: 3 clusters Score -6937926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -6937934.500000 Penalty: 5447.754395
	Iteration 354Q: 3 clusters Score -6937934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -6937930.500000 Penalty: 5447.754395
	Iteration 355Q: 3 clusters Score -6937930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -6937930.000000 Penalty: 5447.754395
	Iteration 356Q: 3 clusters Score -6937930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -6937938.500000 Penalty: 5447.754395
	Iteration 357Q: 3 clusters Score -6937938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -6937938.000000 Penalty: 5447.754395
	Iteration 358Q: 3 clusters Score -6937938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -6937947.000000 Penalty: 5447.754395
	Iteration 359Q: 3 clusters Score -6937947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -6937948.500000 Penalty: 5447.754395
	Iteration 360F: 3 clusters Score -6937948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -6937946.000000 Penalty: 5447.754395
	Iteration 361Q: 3 clusters Score -6937946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -6937946.500000 Penalty: 5447.754395
	Iteration 362Q: 3 clusters Score -6937946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6937941.000000 Penalty: 5447.754395
	Iteration 363Q: 3 clusters Score -6937941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -6937952.000000 Penalty: 5447.754395
	Iteration 364Q: 3 clusters Score -6937952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -6937951.000000 Penalty: 5447.754395
	Iteration 365Q: 3 clusters Score -6937951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -6937948.000000 Penalty: 5447.754395
	Iteration 366Q: 3 clusters Score -6937948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -6937954.500000 Penalty: 5447.754395
	Iteration 367Q: 3 clusters Score -6937954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -6937958.000000 Penalty: 5447.754395
	Iteration 368Q: 3 clusters Score -6937958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -6937956.500000 Penalty: 5447.754395
	Iteration 369Q: 3 clusters Score -6937956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -6937949.500000 Penalty: 5447.754395
	Iteration 370Q: 3 clusters Score -6937950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -6937946.500000 Penalty: 5447.754395
	Iteration 371Q: 3 clusters Score -6937946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -6937946.500000 Penalty: 5447.754395
	Iteration 372Q: 3 clusters Score -6937946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -6937955.000000 Penalty: 5447.754395
	Iteration 373Q: 3 clusters Score -6937955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -6937955.000000 Penalty: 5447.754395
	Iteration 374F: 3 clusters Score -6937955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Entering Unmasked Estep 
Score: -8499758.000000 Penalty: 2768.873779
	Iteration 0F: 2 clusters Score -8499758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8452392.000000 Penalty: 5537.747559
	Iteration 0F: 3 clusters Score -8452392 nChanged 33062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -8471254.000000 Penalty: 5537.747559
	Iteration 1F: 3 clusters Score -8471254 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -8471889.000000 Penalty: 5537.747559
	Iteration 2Q: 3 clusters Score -8471889 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8472700.000000 Penalty: 5537.747559
	Iteration 3Q: 3 clusters Score -8472700 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -8473477.000000 Penalty: 5537.747559
	Iteration 4Q: 3 clusters Score -8473477 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -8474321.000000 Penalty: 5537.747559
	Iteration 5Q: 3 clusters Score -8474321 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -8475289.000000 Penalty: 5537.747559
	Iteration 6Q: 3 clusters Score -8475289 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -8476456.000000 Penalty: 5537.747559
	Iteration 7Q: 3 clusters Score -8476456 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8477772.000000 Penalty: 5537.747559
	Iteration 8Q: 3 clusters Score -8477772 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8479484.000000 Penalty: 5537.747559
	Iteration 9F: 3 clusters Score -8479484 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -8481574.000000 Penalty: 5537.747559
	Iteration 10F: 3 clusters Score -8481574 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -8484022.000000 Penalty: 5537.747559
	Iteration 11F: 3 clusters Score -8484022 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -8486839.000000 Penalty: 5537.747559
	Iteration 12F: 3 clusters Score -8486839 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -8489711.000000 Penalty: 5537.747559
	Iteration 13F: 3 clusters Score -8489711 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -8492303.000000 Penalty: 5537.747559
	Iteration 14Q: 3 clusters Score -8492303 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -8494366.000000 Penalty: 5537.747559
	Iteration 15Q: 3 clusters Score -8494366 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -8495763.000000 Penalty: 5537.747559
	Iteration 16Q: 3 clusters Score -8495763 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -8496530.000000 Penalty: 5537.747559
	Iteration 17Q: 3 clusters Score -8496530 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -8496861.000000 Penalty: 5537.747559
	Iteration 18Q: 3 clusters Score -8496861 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -8497062.000000 Penalty: 5537.747559
	Iteration 19Q: 3 clusters Score -8497062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -8497153.000000 Penalty: 5537.747559
	Iteration 20F: 3 clusters Score -8497153 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -8497225.000000 Penalty: 5537.747559
	Iteration 21Q: 3 clusters Score -8497225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -8497268.000000 Penalty: 5537.747559
	Iteration 22Q: 3 clusters Score -8497268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -8497294.000000 Penalty: 5537.747559
	Iteration 23Q: 3 clusters Score -8497294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -8497310.000000 Penalty: 5537.747559
	Iteration 24Q: 3 clusters Score -8497310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -8497328.000000 Penalty: 5537.747559
	Iteration 25Q: 3 clusters Score -8497328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -8497338.000000 Penalty: 5537.747559
	Iteration 26Q: 3 clusters Score -8497338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -8497345.000000 Penalty: 5537.747559
	Iteration 27Q: 3 clusters Score -8497345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -8497350.000000 Penalty: 5537.747559
	Iteration 28Q: 3 clusters Score -8497350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8497364.000000 Penalty: 5537.747559
	Iteration 29Q: 3 clusters Score -8497364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -8497364.000000 Penalty: 5537.747559
	Iteration 30Q: 3 clusters Score -8497364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -8497371.000000 Penalty: 5537.747559
	Iteration 31Q: 3 clusters Score -8497371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -8497371.000000 Penalty: 5537.747559
	Iteration 32Q: 3 clusters Score -8497371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -8497392.000000 Penalty: 5537.747559
	Iteration 33Q: 3 clusters Score -8497392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -8497390.000000 Penalty: 5537.747559
	Iteration 34Q: 3 clusters Score -8497390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -8497390.000000 Penalty: 5537.747559
	Iteration 35Q: 3 clusters Score -8497390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -8497391.000000 Penalty: 5537.747559
	Iteration 36Q: 3 clusters Score -8497391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -8497391.000000 Penalty: 5537.747559
	Iteration 37Q: 3 clusters Score -8497391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -8497388.000000 Penalty: 5537.747559
	Iteration 38Q: 3 clusters Score -8497388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -8497395.000000 Penalty: 5537.747559
	Iteration 39Q: 3 clusters Score -8497395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -8497393.000000 Penalty: 5537.747559
	Iteration 40F: 3 clusters Score -8497393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Entering Unmasked Estep 
Score: -3062458.250000 Penalty: 2536.542969
	Iteration 0F: 2 clusters Score -3062458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3043339.500000 Penalty: 5073.085938
	Iteration 0F: 3 clusters Score -3043340 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3050379.250000 Penalty: 5073.085938
	Iteration 1F: 3 clusters Score -3050379 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3051454.500000 Penalty: 5073.085938
	Iteration 2F: 3 clusters Score -3051454 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3052884.500000 Penalty: 5073.085938
	Iteration 3F: 3 clusters Score -3052884 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3054493.250000 Penalty: 5073.085938
	Iteration 4F: 3 clusters Score -3054493 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3056000.750000 Penalty: 5073.085938
	Iteration 5F: 3 clusters Score -3056001 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3057420.500000 Penalty: 5073.085938
	Iteration 6F: 3 clusters Score -3057420 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3058545.250000 Penalty: 5073.085938
	Iteration 7F: 3 clusters Score -3058545 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3059362.250000 Penalty: 5073.085938
	Iteration 8Q: 3 clusters Score -3059362 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3059878.750000 Penalty: 5073.085938
	Iteration 9Q: 3 clusters Score -3059879 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3060228.750000 Penalty: 5073.085938
	Iteration 10Q: 3 clusters Score -3060229 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3060417.250000 Penalty: 5073.085938
	Iteration 11Q: 3 clusters Score -3060417 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3060576.250000 Penalty: 5073.085938
	Iteration 12Q: 3 clusters Score -3060576 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3060672.500000 Penalty: 5073.085938
	Iteration 13Q: 3 clusters Score -3060672 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3060735.250000 Penalty: 5073.085938
	Iteration 14Q: 3 clusters Score -3060735 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3060791.000000 Penalty: 5073.085938
	Iteration 15Q: 3 clusters Score -3060791 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3060833.750000 Penalty: 5073.085938
	Iteration 16Q: 3 clusters Score -3060834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3060874.750000 Penalty: 5073.085938
	Iteration 17Q: 3 clusters Score -3060875 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3060909.750000 Penalty: 5073.085938
	Iteration 18Q: 3 clusters Score -3060910 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3060944.500000 Penalty: 5073.085938
	Iteration 19Q: 3 clusters Score -3060944 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3060981.500000 Penalty: 5073.085938
	Iteration 20F: 3 clusters Score -3060982 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3061007.500000 Penalty: 5073.085938
	Iteration 21Q: 3 clusters Score -3061008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3061042.750000 Penalty: 5073.085938
	Iteration 22Q: 3 clusters Score -3061043 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3061083.500000 Penalty: 5073.085938
	Iteration 23Q: 3 clusters Score -3061084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3061107.000000 Penalty: 5073.085938
	Iteration 24Q: 3 clusters Score -3061107 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3061144.750000 Penalty: 5073.085938
	Iteration 25Q: 3 clusters Score -3061145 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3061174.250000 Penalty: 5073.085938
	Iteration 26Q: 3 clusters Score -3061174 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3061206.500000 Penalty: 5073.085938
	Iteration 27Q: 3 clusters Score -3061206 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3061238.000000 Penalty: 5073.085938
	Iteration 28Q: 3 clusters Score -3061238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3061269.500000 Penalty: 5073.085938
	Iteration 29Q: 3 clusters Score -3061270 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3061303.750000 Penalty: 5073.085938
	Iteration 30Q: 3 clusters Score -3061304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3061355.250000 Penalty: 5073.085938
	Iteration 31Q: 3 clusters Score -3061355 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3061385.750000 Penalty: 5073.085938
	Iteration 32Q: 3 clusters Score -3061386 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3061420.750000 Penalty: 5073.085938
	Iteration 33Q: 3 clusters Score -3061421 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3061483.750000 Penalty: 5073.085938
	Iteration 34Q: 3 clusters Score -3061484 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3061569.250000 Penalty: 5073.085938
	Iteration 35Q: 3 clusters Score -3061569 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3061671.750000 Penalty: 5073.085938
	Iteration 36Q: 3 clusters Score -3061672 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3061785.750000 Penalty: 5073.085938
	Iteration 37Q: 3 clusters Score -3061786 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3061942.750000 Penalty: 5073.085938
	Iteration 38Q: 3 clusters Score -3061943 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3062124.250000 Penalty: 5073.085938
	Iteration 39Q: 3 clusters Score -3062124 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3062276.250000 Penalty: 5073.085938
	Iteration 40F: 3 clusters Score -3062276 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3062428.750000 Penalty: 5073.085938
	Iteration 41Q: 3 clusters Score -3062429 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3062528.750000 Penalty: 5073.085938
	Iteration 42Q: 3 clusters Score -3062529 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3062591.750000 Penalty: 5073.085938
	Iteration 43Q: 3 clusters Score -3062592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3062623.500000 Penalty: 5073.085938
	Iteration 44Q: 3 clusters Score -3062624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3062663.000000 Penalty: 5073.085938
	Iteration 45Q: 3 clusters Score -3062663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3062683.750000 Penalty: 5073.085938
	Iteration 46Q: 3 clusters Score -3062684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3062704.000000 Penalty: 5073.085938
	Iteration 47Q: 3 clusters Score -3062704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3062707.750000 Penalty: 5073.085938
	Iteration 48Q: 3 clusters Score -3062708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3062721.750000 Penalty: 5073.085938
	Iteration 49Q: 3 clusters Score -3062722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3062740.000000 Penalty: 5073.085938
	Iteration 50Q: 3 clusters Score -3062740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3062745.500000 Penalty: 5073.085938
	Iteration 51Q: 3 clusters Score -3062746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3062759.500000 Penalty: 5073.085938
	Iteration 52Q: 3 clusters Score -3062760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3062767.250000 Penalty: 5073.085938
	Iteration 53Q: 3 clusters Score -3062767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3062772.750000 Penalty: 5073.085938
	Iteration 54Q: 3 clusters Score -3062773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3062798.250000 Penalty: 5073.085938
	Iteration 55Q: 3 clusters Score -3062798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3062798.250000 Penalty: 5073.085938
	Iteration 56Q: 3 clusters Score -3062798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3062810.250000 Penalty: 5073.085938
	Iteration 57Q: 3 clusters Score -3062810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3062811.750000 Penalty: 5073.085938
	Iteration 58Q: 3 clusters Score -3062812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3062816.000000 Penalty: 5073.085938
	Iteration 59Q: 3 clusters Score -3062816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3062823.500000 Penalty: 5073.085938
	Iteration 60F: 3 clusters Score -3062824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3062831.250000 Penalty: 5073.085938
	Iteration 61Q: 3 clusters Score -3062831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3062836.750000 Penalty: 5073.085938
	Iteration 62Q: 3 clusters Score -3062837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3062835.750000 Penalty: 5073.085938
	Iteration 63Q: 3 clusters Score -3062836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3062839.750000 Penalty: 5073.085938
	Iteration 64Q: 3 clusters Score -3062840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3062835.500000 Penalty: 5073.085938
	Iteration 65Q: 3 clusters Score -3062836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3062838.250000 Penalty: 5073.085938
	Iteration 66Q: 3 clusters Score -3062838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3062837.750000 Penalty: 5073.085938
	Iteration 67Q: 3 clusters Score -3062838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3062840.250000 Penalty: 5073.085938
	Iteration 68Q: 3 clusters Score -3062840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3062843.000000 Penalty: 5073.085938
	Iteration 69Q: 3 clusters Score -3062843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3062843.000000 Penalty: 5073.085938
	Iteration 70Q: 3 clusters Score -3062843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3062849.000000 Penalty: 5073.085938
	Iteration 71Q: 3 clusters Score -3062849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -3062860.750000 Penalty: 5073.085938
	Iteration 72Q: 3 clusters Score -3062861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3062866.750000 Penalty: 5073.085938
	Iteration 73Q: 3 clusters Score -3062867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3062865.000000 Penalty: 5073.085938
	Iteration 74Q: 3 clusters Score -3062865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3062862.750000 Penalty: 5073.085938
	Iteration 75Q: 3 clusters Score -3062863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3062869.750000 Penalty: 5073.085938
	Iteration 76Q: 3 clusters Score -3062870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3062873.750000 Penalty: 5073.085938
	Iteration 77Q: 3 clusters Score -3062874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3062873.750000 Penalty: 5073.085938
	Iteration 78Q: 3 clusters Score -3062874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3062879.250000 Penalty: 5073.085938
	Iteration 79Q: 3 clusters Score -3062879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3062876.000000 Penalty: 5073.085938
	Iteration 80F: 3 clusters Score -3062876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3062877.750000 Penalty: 5073.085938
	Iteration 81Q: 3 clusters Score -3062878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3062879.000000 Penalty: 5073.085938
	Iteration 82Q: 3 clusters Score -3062879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3062878.500000 Penalty: 5073.085938
	Iteration 83Q: 3 clusters Score -3062878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3062886.000000 Penalty: 5073.085938
	Iteration 84Q: 3 clusters Score -3062886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3062883.500000 Penalty: 5073.085938
	Iteration 85Q: 3 clusters Score -3062884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3062883.250000 Penalty: 5073.085938
	Iteration 86Q: 3 clusters Score -3062883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3062890.500000 Penalty: 5073.085938
	Iteration 87Q: 3 clusters Score -3062890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3062893.500000 Penalty: 5073.085938
	Iteration 88Q: 3 clusters Score -3062894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3062892.000000 Penalty: 5073.085938
	Iteration 89Q: 3 clusters Score -3062892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3062894.250000 Penalty: 5073.085938
	Iteration 90Q: 3 clusters Score -3062894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3062894.000000 Penalty: 5073.085938
	Iteration 91Q: 3 clusters Score -3062894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3062896.500000 Penalty: 5073.085938
	Iteration 92Q: 3 clusters Score -3062896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3062895.000000 Penalty: 5073.085938
	Iteration 93Q: 3 clusters Score -3062895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3062891.250000 Penalty: 5073.085938
	Iteration 94Q: 3 clusters Score -3062891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3062894.000000 Penalty: 5073.085938
	Iteration 95Q: 3 clusters Score -3062894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3062893.250000 Penalty: 5073.085938
	Iteration 96Q: 3 clusters Score -3062893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3062894.250000 Penalty: 5073.085938
	Iteration 97Q: 3 clusters Score -3062894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3062891.000000 Penalty: 5073.085938
	Iteration 98Q: 3 clusters Score -3062891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3062889.750000 Penalty: 5073.085938
	Iteration 99Q: 3 clusters Score -3062890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3062884.750000 Penalty: 5073.085938
	Iteration 100F: 3 clusters Score -3062885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3062882.500000 Penalty: 5073.085938
	Iteration 101Q: 3 clusters Score -3062882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3062883.250000 Penalty: 5073.085938
	Iteration 102Q: 3 clusters Score -3062883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3062885.000000 Penalty: 5073.085938
	Iteration 103Q: 3 clusters Score -3062885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3062884.250000 Penalty: 5073.085938
	Iteration 104Q: 3 clusters Score -3062884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3062891.000000 Penalty: 5073.085938
	Iteration 105Q: 3 clusters Score -3062891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3062893.750000 Penalty: 5073.085938
	Iteration 106Q: 3 clusters Score -3062894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3062894.750000 Penalty: 5073.085938
	Iteration 107Q: 3 clusters Score -3062895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3062895.750000 Penalty: 5073.085938
	Iteration 108Q: 3 clusters Score -3062896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3062893.250000 Penalty: 5073.085938
	Iteration 109Q: 3 clusters Score -3062893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3062896.750000 Penalty: 5073.085938
	Iteration 110Q: 3 clusters Score -3062897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3062896.750000 Penalty: 5073.085938
	Iteration 111F: 3 clusters Score -3062897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93570 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 163964 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 30425 members 
Mstep: Class 11 contains 170432 members 
Mstep: Class 12 contains 58887 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 108845 members 
Mstep: Class 17 contains 75252 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 34723 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40287 members 
Mstep: Class 25 contains 243064 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173305 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11958 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 162597 members 
Mstep: Class 36 contains 4969 members 
Entering Unmasked Estep 
Score: -205570320.000000 Penalty: 128518.421875
Splitting cluster 14 changes total score from -205571600.000000 to -205570320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (48282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Entering Unmasked Estep 
Score: -5653703.500000 Penalty: 2674.633789
	Iteration 0F: 2 clusters Score -5653704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -5621317.000000 Penalty: 5349.267578
	Iteration 0F: 3 clusters Score -5621317 nChanged 22175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5633791.000000 Penalty: 5349.267578
	Iteration 1F: 3 clusters Score -5633791 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5634666.000000 Penalty: 5349.267578
	Iteration 2Q: 3 clusters Score -5634666 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5635829.500000 Penalty: 5349.267578
	Iteration 3F: 3 clusters Score -5635830 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -5637468.000000 Penalty: 5349.267578
	Iteration 4F: 3 clusters Score -5637468 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5639537.500000 Penalty: 5349.267578
	Iteration 5F: 3 clusters Score -5639538 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -5641547.500000 Penalty: 5349.267578
	Iteration 6F: 3 clusters Score -5641548 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -5643178.500000 Penalty: 5349.267578
	Iteration 7F: 3 clusters Score -5643178 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -5644210.000000 Penalty: 5349.267578
	Iteration 8Q: 3 clusters Score -5644210 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -5644950.000000 Penalty: 5349.267578
	Iteration 9Q: 3 clusters Score -5644950 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -5645510.000000 Penalty: 5349.267578
	Iteration 10Q: 3 clusters Score -5645510 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -5645986.000000 Penalty: 5349.267578
	Iteration 11Q: 3 clusters Score -5645986 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5646493.500000 Penalty: 5349.267578
	Iteration 12Q: 3 clusters Score -5646494 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5647009.500000 Penalty: 5349.267578
	Iteration 13Q: 3 clusters Score -5647010 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5647682.500000 Penalty: 5349.267578
	Iteration 14Q: 3 clusters Score -5647682 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5648227.000000 Penalty: 5349.267578
	Iteration 15Q: 3 clusters Score -5648227 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5648791.000000 Penalty: 5349.267578
	Iteration 16Q: 3 clusters Score -5648791 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5649308.500000 Penalty: 5349.267578
	Iteration 17Q: 3 clusters Score -5649308 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -5649741.500000 Penalty: 5349.267578
	Iteration 18Q: 3 clusters Score -5649742 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -5650094.500000 Penalty: 5349.267578
	Iteration 19Q: 3 clusters Score -5650094 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -5650446.000000 Penalty: 5349.267578
	Iteration 20F: 3 clusters Score -5650446 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -5650692.000000 Penalty: 5349.267578
	Iteration 21Q: 3 clusters Score -5650692 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -5650902.000000 Penalty: 5349.267578
	Iteration 22Q: 3 clusters Score -5650902 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -5651077.000000 Penalty: 5349.267578
	Iteration 23Q: 3 clusters Score -5651077 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5651190.500000 Penalty: 5349.267578
	Iteration 24Q: 3 clusters Score -5651190 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -5651281.500000 Penalty: 5349.267578
	Iteration 25Q: 3 clusters Score -5651282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -5651348.500000 Penalty: 5349.267578
	Iteration 26Q: 3 clusters Score -5651348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -5651400.000000 Penalty: 5349.267578
	Iteration 27Q: 3 clusters Score -5651400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5651431.500000 Penalty: 5349.267578
	Iteration 28Q: 3 clusters Score -5651432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -5651470.000000 Penalty: 5349.267578
	Iteration 29Q: 3 clusters Score -5651470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -5651485.500000 Penalty: 5349.267578
	Iteration 30Q: 3 clusters Score -5651486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -5651503.000000 Penalty: 5349.267578
	Iteration 31Q: 3 clusters Score -5651503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5651526.500000 Penalty: 5349.267578
	Iteration 32Q: 3 clusters Score -5651526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -5651552.500000 Penalty: 5349.267578
	Iteration 33Q: 3 clusters Score -5651552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -5651548.000000 Penalty: 5349.267578
	Iteration 34Q: 3 clusters Score -5651548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5651564.000000 Penalty: 5349.267578
	Iteration 35Q: 3 clusters Score -5651564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -5651570.500000 Penalty: 5349.267578
	Iteration 36Q: 3 clusters Score -5651570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5651574.500000 Penalty: 5349.267578
	Iteration 37Q: 3 clusters Score -5651574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5651584.000000 Penalty: 5349.267578
	Iteration 38Q: 3 clusters Score -5651584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -5651598.500000 Penalty: 5349.267578
	Iteration 39Q: 3 clusters Score -5651598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -5651605.000000 Penalty: 5349.267578
	Iteration 40F: 3 clusters Score -5651605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -5651607.500000 Penalty: 5349.267578
	Iteration 41Q: 3 clusters Score -5651608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -5651606.000000 Penalty: 5349.267578
	Iteration 42Q: 3 clusters Score -5651606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -5651611.500000 Penalty: 5349.267578
	Iteration 43Q: 3 clusters Score -5651612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -5651612.000000 Penalty: 5349.267578
	Iteration 44Q: 3 clusters Score -5651612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -5651611.500000 Penalty: 5349.267578
	Iteration 45Q: 3 clusters Score -5651612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -5651616.000000 Penalty: 5349.267578
	Iteration 46Q: 3 clusters Score -5651616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5651612.500000 Penalty: 5349.267578
	Iteration 47Q: 3 clusters Score -5651612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -5651620.000000 Penalty: 5349.267578
	Iteration 48Q: 3 clusters Score -5651620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -5651622.500000 Penalty: 5349.267578
	Iteration 49Q: 3 clusters Score -5651622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -5651622.500000 Penalty: 5349.267578
	Iteration 50Q: 3 clusters Score -5651622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -5651624.500000 Penalty: 5349.267578
	Iteration 51Q: 3 clusters Score -5651624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -5651627.000000 Penalty: 5349.267578
	Iteration 52Q: 3 clusters Score -5651627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -5651627.000000 Penalty: 5349.267578
	Iteration 53F: 3 clusters Score -5651627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Entering Unmasked Estep 
Score: -12931061.000000 Penalty: 2876.224609
	Iteration 0F: 2 clusters Score -1.293106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -12858349.000000 Penalty: 5752.449219
	Iteration 0F: 3 clusters Score -1.285835e+07 nChanged 51626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -12887693.000000 Penalty: 5752.449219
	Iteration 1F: 3 clusters Score -1.288769e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -12888700.000000 Penalty: 5752.449219
	Iteration 2Q: 3 clusters Score -1.28887e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -12890318.000000 Penalty: 5752.449219
	Iteration 3Q: 3 clusters Score -1.289032e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -12892778.000000 Penalty: 5752.449219
	Iteration 4Q: 3 clusters Score -1.289278e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -12896311.000000 Penalty: 5752.449219
	Iteration 5F: 3 clusters Score -1.289631e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -12901472.000000 Penalty: 5752.449219
	Iteration 6F: 3 clusters Score -1.290147e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -12908449.000000 Penalty: 5752.449219
	Iteration 7F: 3 clusters Score -1.290845e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -12915674.000000 Penalty: 5752.449219
	Iteration 8F: 3 clusters Score -1.291567e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -12921280.000000 Penalty: 5752.449219
	Iteration 9F: 3 clusters Score -1.292128e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -12924780.000000 Penalty: 5752.449219
	Iteration 10Q: 3 clusters Score -1.292478e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -12926549.000000 Penalty: 5752.449219
	Iteration 11Q: 3 clusters Score -1.292655e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -12927399.000000 Penalty: 5752.449219
	Iteration 12Q: 3 clusters Score -1.29274e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102924 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -12927926.000000 Penalty: 5752.449219
	Iteration 13Q: 3 clusters Score -1.292793e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -12928256.000000 Penalty: 5752.449219
	Iteration 14Q: 3 clusters Score -1.292826e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -12928546.000000 Penalty: 5752.449219
	Iteration 15Q: 3 clusters Score -1.292855e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -12928675.000000 Penalty: 5752.449219
	Iteration 16Q: 3 clusters Score -1.292868e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -12928782.000000 Penalty: 5752.449219
	Iteration 17Q: 3 clusters Score -1.292878e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -12928851.000000 Penalty: 5752.449219
	Iteration 18Q: 3 clusters Score -1.292885e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -12928937.000000 Penalty: 5752.449219
	Iteration 19Q: 3 clusters Score -1.292894e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -12928995.000000 Penalty: 5752.449219
	Iteration 20F: 3 clusters Score -1.2929e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -12929043.000000 Penalty: 5752.449219
	Iteration 21Q: 3 clusters Score -1.292904e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -12929072.000000 Penalty: 5752.449219
	Iteration 22Q: 3 clusters Score -1.292907e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -12929099.000000 Penalty: 5752.449219
	Iteration 23Q: 3 clusters Score -1.29291e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -12929134.000000 Penalty: 5752.449219
	Iteration 24Q: 3 clusters Score -1.292913e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -12929167.000000 Penalty: 5752.449219
	Iteration 25Q: 3 clusters Score -1.292917e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -12929135.000000 Penalty: 5752.449219
	Iteration 26Q: 3 clusters Score -1.292914e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12929146.000000 Penalty: 5752.449219
	Iteration 27Q: 3 clusters Score -1.292915e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105841 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -12929166.000000 Penalty: 5752.449219
	Iteration 28Q: 3 clusters Score -1.292917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -12929175.000000 Penalty: 5752.449219
	Iteration 29Q: 3 clusters Score -1.292918e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -12929185.000000 Penalty: 5752.449219
	Iteration 30Q: 3 clusters Score -1.292918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -12929204.000000 Penalty: 5752.449219
	Iteration 31Q: 3 clusters Score -1.29292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -12929194.000000 Penalty: 5752.449219
	Iteration 32Q: 3 clusters Score -1.292919e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -12929211.000000 Penalty: 5752.449219
	Iteration 33Q: 3 clusters Score -1.292921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -12929213.000000 Penalty: 5752.449219
	Iteration 34Q: 3 clusters Score -1.292921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12929220.000000 Penalty: 5752.449219
	Iteration 35Q: 3 clusters Score -1.292922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106100 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -12929220.000000 Penalty: 5752.449219
	Iteration 36Q: 3 clusters Score -1.292922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -12929212.000000 Penalty: 5752.449219
	Iteration 37Q: 3 clusters Score -1.292921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -12929209.000000 Penalty: 5752.449219
	Iteration 38Q: 3 clusters Score -1.292921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -12929213.000000 Penalty: 5752.449219
	Iteration 39Q: 3 clusters Score -1.292921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106159 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12929197.000000 Penalty: 5752.449219
	Iteration 40F: 3 clusters Score -1.29292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12929221.000000 Penalty: 5752.449219
	Iteration 41Q: 3 clusters Score -1.292922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -12929209.000000 Penalty: 5752.449219
	Iteration 42Q: 3 clusters Score -1.292921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -12929232.000000 Penalty: 5752.449219
	Iteration 43Q: 3 clusters Score -1.292923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -12929235.000000 Penalty: 5752.449219
	Iteration 44Q: 3 clusters Score -1.292924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -12929235.000000 Penalty: 5752.449219
	Iteration 45Q: 3 clusters Score -1.292924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -12929242.000000 Penalty: 5752.449219
	Iteration 46Q: 3 clusters Score -1.292924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -12929248.000000 Penalty: 5752.449219
	Iteration 47Q: 3 clusters Score -1.292925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -12929243.000000 Penalty: 5752.449219
	Iteration 48Q: 3 clusters Score -1.292924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -12929243.000000 Penalty: 5752.449219
	Iteration 49Q: 3 clusters Score -1.292924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12929246.000000 Penalty: 5752.449219
	Iteration 50Q: 3 clusters Score -1.292925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12929246.000000 Penalty: 5752.449219
	Iteration 51F: 3 clusters Score -1.292925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Entering Unmasked Estep 
Score: -9135344.000000 Penalty: 2784.692139
	Iteration 0F: 2 clusters Score -9135344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -9085071.000000 Penalty: 5569.384277
	Iteration 0F: 3 clusters Score -9085071 nChanged 35016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -9104717.000000 Penalty: 5569.384277
	Iteration 1F: 3 clusters Score -9104717 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -9105489.000000 Penalty: 5569.384277
	Iteration 2Q: 3 clusters Score -9105489 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -9106414.000000 Penalty: 5569.384277
	Iteration 3Q: 3 clusters Score -9106414 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -9107740.000000 Penalty: 5569.384277
	Iteration 4Q: 3 clusters Score -9107740 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -9109796.000000 Penalty: 5569.384277
	Iteration 5F: 3 clusters Score -9109796 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -9113252.000000 Penalty: 5569.384277
	Iteration 6F: 3 clusters Score -9113252 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -9117983.000000 Penalty: 5569.384277
	Iteration 7F: 3 clusters Score -9117983 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -9123021.000000 Penalty: 5569.384277
	Iteration 8F: 3 clusters Score -9123021 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -9127230.000000 Penalty: 5569.384277
	Iteration 9F: 3 clusters Score -9127230 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -9129730.000000 Penalty: 5569.384277
	Iteration 10Q: 3 clusters Score -9129730 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -9131025.000000 Penalty: 5569.384277
	Iteration 11Q: 3 clusters Score -9131025 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -9131710.000000 Penalty: 5569.384277
	Iteration 12Q: 3 clusters Score -9131710 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9132122.000000 Penalty: 5569.384277
	Iteration 13Q: 3 clusters Score -9132122 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9132416.000000 Penalty: 5569.384277
	Iteration 14Q: 3 clusters Score -9132416 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9132620.000000 Penalty: 5569.384277
	Iteration 15Q: 3 clusters Score -9132620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9132722.000000 Penalty: 5569.384277
	Iteration 16Q: 3 clusters Score -9132722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9132771.000000 Penalty: 5569.384277
	Iteration 17Q: 3 clusters Score -9132771 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9132861.000000 Penalty: 5569.384277
	Iteration 18Q: 3 clusters Score -9132861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9132884.000000 Penalty: 5569.384277
	Iteration 19Q: 3 clusters Score -9132884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9132908.000000 Penalty: 5569.384277
	Iteration 20F: 3 clusters Score -9132908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9132915.000000 Penalty: 5569.384277
	Iteration 21Q: 3 clusters Score -9132915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9132932.000000 Penalty: 5569.384277
	Iteration 22Q: 3 clusters Score -9132932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9132949.000000 Penalty: 5569.384277
	Iteration 23Q: 3 clusters Score -9132949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9132955.000000 Penalty: 5569.384277
	Iteration 24Q: 3 clusters Score -9132955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9132959.000000 Penalty: 5569.384277
	Iteration 25Q: 3 clusters Score -9132959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9132977.000000 Penalty: 5569.384277
	Iteration 26Q: 3 clusters Score -9132977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9132980.000000 Penalty: 5569.384277
	Iteration 27Q: 3 clusters Score -9132980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9132977.000000 Penalty: 5569.384277
	Iteration 28Q: 3 clusters Score -9132977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9132982.000000 Penalty: 5569.384277
	Iteration 29Q: 3 clusters Score -9132982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9132989.000000 Penalty: 5569.384277
	Iteration 30Q: 3 clusters Score -9132989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9132987.000000 Penalty: 5569.384277
	Iteration 31Q: 3 clusters Score -9132987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9132980.000000 Penalty: 5569.384277
	Iteration 32Q: 3 clusters Score -9132980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9132987.000000 Penalty: 5569.384277
	Iteration 33Q: 3 clusters Score -9132987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9132995.000000 Penalty: 5569.384277
	Iteration 34Q: 3 clusters Score -9132995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9132996.000000 Penalty: 5569.384277
	Iteration 35Q: 3 clusters Score -9132996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9133002.000000 Penalty: 5569.384277
	Iteration 36Q: 3 clusters Score -9133002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9133001.000000 Penalty: 5569.384277
	Iteration 37Q: 3 clusters Score -9133001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9133006.000000 Penalty: 5569.384277
	Iteration 38Q: 3 clusters Score -9133006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9133002.000000 Penalty: 5569.384277
	Iteration 39Q: 3 clusters Score -9133002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9133004.000000 Penalty: 5569.384277
	Iteration 40F: 3 clusters Score -9133004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9133004.000000 Penalty: 5569.384277
	Iteration 41Q: 3 clusters Score -9133004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9133005.000000 Penalty: 5569.384277
	Iteration 42Q: 3 clusters Score -9133005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9133006.000000 Penalty: 5569.384277
	Iteration 43Q: 3 clusters Score -9133006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9133002.000000 Penalty: 5569.384277
	Iteration 44Q: 3 clusters Score -9133002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9133001.000000 Penalty: 5569.384277
	Iteration 45Q: 3 clusters Score -9133001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9133004.000000 Penalty: 5569.384277
	Iteration 46Q: 3 clusters Score -9133004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9133002.000000 Penalty: 5569.384277
	Iteration 47Q: 3 clusters Score -9133002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9133005.000000 Penalty: 5569.384277
	Iteration 48Q: 3 clusters Score -9133005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9133013.000000 Penalty: 5569.384277
	Iteration 49Q: 3 clusters Score -9133013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9133024.000000 Penalty: 5569.384277
	Iteration 50Q: 3 clusters Score -9133024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9133028.000000 Penalty: 5569.384277
	Iteration 51Q: 3 clusters Score -9133028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9133033.000000 Penalty: 5569.384277
	Iteration 52Q: 3 clusters Score -9133033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9133037.000000 Penalty: 5569.384277
	Iteration 53Q: 3 clusters Score -9133037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9133041.000000 Penalty: 5569.384277
	Iteration 54Q: 3 clusters Score -9133041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9133039.000000 Penalty: 5569.384277
	Iteration 55Q: 3 clusters Score -9133039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9133031.000000 Penalty: 5569.384277
	Iteration 56Q: 3 clusters Score -9133031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9133027.000000 Penalty: 5569.384277
	Iteration 57Q: 3 clusters Score -9133027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9133039.000000 Penalty: 5569.384277
	Iteration 58Q: 3 clusters Score -9133039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9133039.000000 Penalty: 5569.384277
	Iteration 59F: 3 clusters Score -9133039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -415809.250000 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -415809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -412264.406250 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -412264.4 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -413056.406250 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -413056.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -413260.500000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -413260.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -413415.093750 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -413415.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -413564.687500 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -413564.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -413699.718750 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -413699.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -413784.781250 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -413784.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -413871.000000 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -413871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -413940.437500 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -413940.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -414016.156250 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -414016.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -414083.000000 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -414083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -414145.218750 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -414145.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -414198.750000 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -414198.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -414241.781250 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -414241.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -414264.843750 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -414264.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -414287.093750 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -414287.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -414313.500000 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -414313.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -414326.625000 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -414326.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -414337.968750 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -414338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -414342.531250 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -414342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -414345.531250 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -414345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -414347.000000 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -414347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -414350.375000 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -414350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -414354.468750 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -414354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -414356.281250 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -414356.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -414358.343750 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -414358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -414359.500000 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -414359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -414359.500000 Penalty: 4041.054932
	Iteration 27F: 3 clusters Score -414359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Entering Unmasked Estep 
Score: -1971349.125000 Penalty: 2420.785645
	Iteration 0F: 2 clusters Score -1971349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1959010.875000 Penalty: 4841.571289
	Iteration 0F: 3 clusters Score -1959011 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1963451.125000 Penalty: 4841.571289
	Iteration 1F: 3 clusters Score -1963451 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1964342.625000 Penalty: 4841.571289
	Iteration 2F: 3 clusters Score -1964343 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1965227.375000 Penalty: 4841.571289
	Iteration 3F: 3 clusters Score -1965227 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1966100.375000 Penalty: 4841.571289
	Iteration 4F: 3 clusters Score -1966100 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1966839.000000 Penalty: 4841.571289
	Iteration 5F: 3 clusters Score -1966839 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1967525.125000 Penalty: 4841.571289
	Iteration 6F: 3 clusters Score -1967525 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1968121.125000 Penalty: 4841.571289
	Iteration 7F: 3 clusters Score -1968121 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1968667.500000 Penalty: 4841.571289
	Iteration 8Q: 3 clusters Score -1968668 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1969109.250000 Penalty: 4841.571289
	Iteration 9Q: 3 clusters Score -1969109 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1969482.500000 Penalty: 4841.571289
	Iteration 10Q: 3 clusters Score -1969482 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1969745.500000 Penalty: 4841.571289
	Iteration 11Q: 3 clusters Score -1969746 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1969915.625000 Penalty: 4841.571289
	Iteration 12Q: 3 clusters Score -1969916 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1970035.750000 Penalty: 4841.571289
	Iteration 13Q: 3 clusters Score -1970036 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1970123.000000 Penalty: 4841.571289
	Iteration 14Q: 3 clusters Score -1970123 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1970175.500000 Penalty: 4841.571289
	Iteration 15Q: 3 clusters Score -1970176 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1970223.000000 Penalty: 4841.571289
	Iteration 16Q: 3 clusters Score -1970223 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1970252.000000 Penalty: 4841.571289
	Iteration 17Q: 3 clusters Score -1970252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1970267.625000 Penalty: 4841.571289
	Iteration 18Q: 3 clusters Score -1970268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1970286.750000 Penalty: 4841.571289
	Iteration 19Q: 3 clusters Score -1970287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1970289.625000 Penalty: 4841.571289
	Iteration 20F: 3 clusters Score -1970290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1970289.625000 Penalty: 4841.571289
	Iteration 21Q: 3 clusters Score -1970290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1970300.625000 Penalty: 4841.571289
	Iteration 22Q: 3 clusters Score -1970301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1970308.875000 Penalty: 4841.571289
	Iteration 23Q: 3 clusters Score -1970309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1970310.625000 Penalty: 4841.571289
	Iteration 24Q: 3 clusters Score -1970311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1970324.500000 Penalty: 4841.571289
	Iteration 25Q: 3 clusters Score -1970324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1970330.500000 Penalty: 4841.571289
	Iteration 26Q: 3 clusters Score -1970330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1970339.625000 Penalty: 4841.571289
	Iteration 27Q: 3 clusters Score -1970340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1970348.750000 Penalty: 4841.571289
	Iteration 28Q: 3 clusters Score -1970349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1970360.625000 Penalty: 4841.571289
	Iteration 29Q: 3 clusters Score -1970361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1970365.125000 Penalty: 4841.571289
	Iteration 30Q: 3 clusters Score -1970365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1970371.000000 Penalty: 4841.571289
	Iteration 31Q: 3 clusters Score -1970371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1970378.625000 Penalty: 4841.571289
	Iteration 32Q: 3 clusters Score -1970379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1970380.125000 Penalty: 4841.571289
	Iteration 33Q: 3 clusters Score -1970380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1970372.250000 Penalty: 4841.571289
	Iteration 34Q: 3 clusters Score -1970372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1970379.875000 Penalty: 4841.571289
	Iteration 35Q: 3 clusters Score -1970380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1970374.500000 Penalty: 4841.571289
	Iteration 36Q: 3 clusters Score -1970374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1970378.500000 Penalty: 4841.571289
	Iteration 37Q: 3 clusters Score -1970378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1970377.125000 Penalty: 4841.571289
	Iteration 38Q: 3 clusters Score -1970377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1970378.250000 Penalty: 4841.571289
	Iteration 39Q: 3 clusters Score -1970378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1970381.125000 Penalty: 4841.571289
	Iteration 40F: 3 clusters Score -1970381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1970384.875000 Penalty: 4841.571289
	Iteration 41Q: 3 clusters Score -1970385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1970388.500000 Penalty: 4841.571289
	Iteration 42Q: 3 clusters Score -1970388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1970383.750000 Penalty: 4841.571289
	Iteration 43Q: 3 clusters Score -1970384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1970382.250000 Penalty: 4841.571289
	Iteration 44Q: 3 clusters Score -1970382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1970386.625000 Penalty: 4841.571289
	Iteration 45Q: 3 clusters Score -1970387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1970388.500000 Penalty: 4841.571289
	Iteration 46Q: 3 clusters Score -1970388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1970389.375000 Penalty: 4841.571289
	Iteration 47Q: 3 clusters Score -1970389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1970391.250000 Penalty: 4841.571289
	Iteration 48Q: 3 clusters Score -1970391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1970393.000000 Penalty: 4841.571289
	Iteration 49Q: 3 clusters Score -1970393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1970390.625000 Penalty: 4841.571289
	Iteration 50Q: 3 clusters Score -1970391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1970395.250000 Penalty: 4841.571289
	Iteration 51Q: 3 clusters Score -1970395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1970397.000000 Penalty: 4841.571289
	Iteration 52Q: 3 clusters Score -1970397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1970398.000000 Penalty: 4841.571289
	Iteration 53Q: 3 clusters Score -1970398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1970398.125000 Penalty: 4841.571289
	Iteration 54Q: 3 clusters Score -1970398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1970399.375000 Penalty: 4841.571289
	Iteration 55Q: 3 clusters Score -1970399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1970400.375000 Penalty: 4841.571289
	Iteration 56Q: 3 clusters Score -1970400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1970401.000000 Penalty: 4841.571289
	Iteration 57Q: 3 clusters Score -1970401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1970399.875000 Penalty: 4841.571289
	Iteration 58Q: 3 clusters Score -1970400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1970401.375000 Penalty: 4841.571289
	Iteration 59Q: 3 clusters Score -1970401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1970397.000000 Penalty: 4841.571289
	Iteration 60F: 3 clusters Score -1970397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1970398.500000 Penalty: 4841.571289
	Iteration 61Q: 3 clusters Score -1970398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1970400.250000 Penalty: 4841.571289
	Iteration 62Q: 3 clusters Score -1970400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1970400.250000 Penalty: 4841.571289
	Iteration 63Q: 3 clusters Score -1970400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1970398.000000 Penalty: 4841.571289
	Iteration 64Q: 3 clusters Score -1970398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1970400.375000 Penalty: 4841.571289
	Iteration 65Q: 3 clusters Score -1970400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1970397.125000 Penalty: 4841.571289
	Iteration 66Q: 3 clusters Score -1970397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1970401.875000 Penalty: 4841.571289
	Iteration 67Q: 3 clusters Score -1970402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1970401.000000 Penalty: 4841.571289
	Iteration 68Q: 3 clusters Score -1970401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1970399.750000 Penalty: 4841.571289
	Iteration 69Q: 3 clusters Score -1970400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1970398.250000 Penalty: 4841.571289
	Iteration 70Q: 3 clusters Score -1970398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1970397.875000 Penalty: 4841.571289
	Iteration 71Q: 3 clusters Score -1970398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1970400.375000 Penalty: 4841.571289
	Iteration 72Q: 3 clusters Score -1970400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1970403.875000 Penalty: 4841.571289
	Iteration 73Q: 3 clusters Score -1970404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1970403.625000 Penalty: 4841.571289
	Iteration 74Q: 3 clusters Score -1970404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1970403.625000 Penalty: 4841.571289
	Iteration 75F: 3 clusters Score -1970404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Entering Unmasked Estep 
Score: -3926979.000000 Penalty: 2592.878906
	Iteration 0F: 2 clusters Score -3926979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3903420.000000 Penalty: 5185.757812
	Iteration 0F: 3 clusters Score -3903420 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3912058.750000 Penalty: 5185.757812
	Iteration 1F: 3 clusters Score -3912059 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3912717.000000 Penalty: 5185.757812
	Iteration 2Q: 3 clusters Score -3912717 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3913531.750000 Penalty: 5185.757812
	Iteration 3Q: 3 clusters Score -3913532 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3914573.250000 Penalty: 5185.757812
	Iteration 4F: 3 clusters Score -3914573 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3915959.250000 Penalty: 5185.757812
	Iteration 5F: 3 clusters Score -3915959 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3917781.500000 Penalty: 5185.757812
	Iteration 6F: 3 clusters Score -3917782 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3919829.750000 Penalty: 5185.757812
	Iteration 7F: 3 clusters Score -3919830 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3921639.250000 Penalty: 5185.757812
	Iteration 8F: 3 clusters Score -3921639 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3922940.000000 Penalty: 5185.757812
	Iteration 9Q: 3 clusters Score -3922940 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3923747.250000 Penalty: 5185.757812
	Iteration 10Q: 3 clusters Score -3923747 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -3924258.000000 Penalty: 5185.757812
	Iteration 11Q: 3 clusters Score -3924258 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3924563.500000 Penalty: 5185.757812
	Iteration 12Q: 3 clusters Score -3924564 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -3924758.750000 Penalty: 5185.757812
	Iteration 13Q: 3 clusters Score -3924759 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3924869.750000 Penalty: 5185.757812
	Iteration 14Q: 3 clusters Score -3924870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -3924954.500000 Penalty: 5185.757812
	Iteration 15Q: 3 clusters Score -3924954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -3925015.750000 Penalty: 5185.757812
	Iteration 16Q: 3 clusters Score -3925016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -3925086.750000 Penalty: 5185.757812
	Iteration 17Q: 3 clusters Score -3925087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3925110.750000 Penalty: 5185.757812
	Iteration 18Q: 3 clusters Score -3925111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3925144.750000 Penalty: 5185.757812
	Iteration 19Q: 3 clusters Score -3925145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3925163.500000 Penalty: 5185.757812
	Iteration 20F: 3 clusters Score -3925164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -3925167.750000 Penalty: 5185.757812
	Iteration 21Q: 3 clusters Score -3925168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3925173.750000 Penalty: 5185.757812
	Iteration 22Q: 3 clusters Score -3925174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -3925182.250000 Penalty: 5185.757812
	Iteration 23Q: 3 clusters Score -3925182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3925189.500000 Penalty: 5185.757812
	Iteration 24Q: 3 clusters Score -3925190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3925201.500000 Penalty: 5185.757812
	Iteration 25Q: 3 clusters Score -3925202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3925205.750000 Penalty: 5185.757812
	Iteration 26Q: 3 clusters Score -3925206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -3925207.500000 Penalty: 5185.757812
	Iteration 27Q: 3 clusters Score -3925208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -3925204.500000 Penalty: 5185.757812
	Iteration 28Q: 3 clusters Score -3925204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -3925214.000000 Penalty: 5185.757812
	Iteration 29Q: 3 clusters Score -3925214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3925210.500000 Penalty: 5185.757812
	Iteration 30Q: 3 clusters Score -3925210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3925212.250000 Penalty: 5185.757812
	Iteration 31Q: 3 clusters Score -3925212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -3925215.500000 Penalty: 5185.757812
	Iteration 32Q: 3 clusters Score -3925216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -3925215.500000 Penalty: 5185.757812
	Iteration 33F: 3 clusters Score -3925216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -124239.945312 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -124239.9 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 612 members 
Entering Unmasked Estep 
Score: -122254.531250 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -122254.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123022.562500 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -123022.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123960.164062 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -123960.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -124262.085938 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -124262.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -124459.140625 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -124459.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -124584.710938 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -124584.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -124636.390625 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -124636.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -124657.679688 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -124657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -124667.953125 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -124668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -124669.171875 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -124669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -124672.890625 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -124672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -124675.460938 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -124675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -124675.460938 Penalty: 3509.181641
	Iteration 12F: 3 clusters Score -124675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93570 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 163964 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 30425 members 
Mstep: Class 11 contains 170432 members 
Mstep: Class 12 contains 58887 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 27667 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 108845 members 
Mstep: Class 17 contains 75252 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 34723 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40287 members 
Mstep: Class 25 contains 243064 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173305 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11958 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 162597 members 
Mstep: Class 36 contains 944 members 
Entering Unmasked Estep 
Score: -205570256.000000 Penalty: 128518.421875
Splitting cluster 21 changes total score from -205571600.000000 to -205570256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Entering Unmasked Estep 
Score: -2090498.875000 Penalty: 2439.953369
	Iteration 0F: 2 clusters Score -2090499 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 9394 members 
Entering Unmasked Estep 
Score: -2077351.750000 Penalty: 4879.906738
	Iteration 0F: 3 clusters Score -2077352 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2082066.500000 Penalty: 4879.906738
	Iteration 1F: 3 clusters Score -2082066 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2082723.000000 Penalty: 4879.906738
	Iteration 2F: 3 clusters Score -2082723 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2083253.000000 Penalty: 4879.906738
	Iteration 3F: 3 clusters Score -2083253 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2083728.000000 Penalty: 4879.906738
	Iteration 4F: 3 clusters Score -2083728 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2084212.250000 Penalty: 4879.906738
	Iteration 5Q: 3 clusters Score -2084212 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2084698.875000 Penalty: 4879.906738
	Iteration 6Q: 3 clusters Score -2084699 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2085164.375000 Penalty: 4879.906738
	Iteration 7Q: 3 clusters Score -2085164 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2085602.625000 Penalty: 4879.906738
	Iteration 8Q: 3 clusters Score -2085603 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2086092.750000 Penalty: 4879.906738
	Iteration 9Q: 3 clusters Score -2086093 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2086578.375000 Penalty: 4879.906738
	Iteration 10Q: 3 clusters Score -2086578 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2086988.125000 Penalty: 4879.906738
	Iteration 11Q: 3 clusters Score -2086988 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2087357.875000 Penalty: 4879.906738
	Iteration 12Q: 3 clusters Score -2087358 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2087699.875000 Penalty: 4879.906738
	Iteration 13Q: 3 clusters Score -2087700 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2087973.625000 Penalty: 4879.906738
	Iteration 14Q: 3 clusters Score -2087974 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2088193.625000 Penalty: 4879.906738
	Iteration 15Q: 3 clusters Score -2088194 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2088374.000000 Penalty: 4879.906738
	Iteration 16Q: 3 clusters Score -2088374 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2088522.875000 Penalty: 4879.906738
	Iteration 17Q: 3 clusters Score -2088523 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2088640.250000 Penalty: 4879.906738
	Iteration 18Q: 3 clusters Score -2088640 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2088743.750000 Penalty: 4879.906738
	Iteration 19Q: 3 clusters Score -2088744 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2088823.625000 Penalty: 4879.906738
	Iteration 20F: 3 clusters Score -2088824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2088886.125000 Penalty: 4879.906738
	Iteration 21Q: 3 clusters Score -2088886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2088920.250000 Penalty: 4879.906738
	Iteration 22Q: 3 clusters Score -2088920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2088947.375000 Penalty: 4879.906738
	Iteration 23Q: 3 clusters Score -2088947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2088971.500000 Penalty: 4879.906738
	Iteration 24Q: 3 clusters Score -2088972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2088993.750000 Penalty: 4879.906738
	Iteration 25Q: 3 clusters Score -2088994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2089010.875000 Penalty: 4879.906738
	Iteration 26Q: 3 clusters Score -2089011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2089016.500000 Penalty: 4879.906738
	Iteration 27Q: 3 clusters Score -2089016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2089030.875000 Penalty: 4879.906738
	Iteration 28Q: 3 clusters Score -2089031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2089034.500000 Penalty: 4879.906738
	Iteration 29Q: 3 clusters Score -2089034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2089038.500000 Penalty: 4879.906738
	Iteration 30Q: 3 clusters Score -2089038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2089043.125000 Penalty: 4879.906738
	Iteration 31Q: 3 clusters Score -2089043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2089045.000000 Penalty: 4879.906738
	Iteration 32Q: 3 clusters Score -2089045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2089042.500000 Penalty: 4879.906738
	Iteration 33Q: 3 clusters Score -2089042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2089046.000000 Penalty: 4879.906738
	Iteration 34Q: 3 clusters Score -2089046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2089051.250000 Penalty: 4879.906738
	Iteration 35Q: 3 clusters Score -2089051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2089052.750000 Penalty: 4879.906738
	Iteration 36Q: 3 clusters Score -2089053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2089052.500000 Penalty: 4879.906738
	Iteration 37Q: 3 clusters Score -2089052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2089052.500000 Penalty: 4879.906738
	Iteration 38F: 3 clusters Score -2089052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Entering Unmasked Estep 
Score: -878490.875000 Penalty: 2212.786377
	Iteration 0F: 2 clusters Score -878490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -872363.750000 Penalty: 4425.572754
	Iteration 0F: 3 clusters Score -872363.8 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -874150.000000 Penalty: 4425.572754
	Iteration 1F: 3 clusters Score -874150 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -874658.625000 Penalty: 4425.572754
	Iteration 2F: 3 clusters Score -874658.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -875138.375000 Penalty: 4425.572754
	Iteration 3F: 3 clusters Score -875138.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -875597.062500 Penalty: 4425.572754
	Iteration 4F: 3 clusters Score -875597.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -876006.625000 Penalty: 4425.572754
	Iteration 5F: 3 clusters Score -876006.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -876351.000000 Penalty: 4425.572754
	Iteration 6F: 3 clusters Score -876351 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -876676.875000 Penalty: 4425.572754
	Iteration 7F: 3 clusters Score -876676.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -876939.625000 Penalty: 4425.572754
	Iteration 8Q: 3 clusters Score -876939.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -877148.312500 Penalty: 4425.572754
	Iteration 9Q: 3 clusters Score -877148.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -877325.250000 Penalty: 4425.572754
	Iteration 10Q: 3 clusters Score -877325.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -877446.562500 Penalty: 4425.572754
	Iteration 11Q: 3 clusters Score -877446.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -877544.250000 Penalty: 4425.572754
	Iteration 12Q: 3 clusters Score -877544.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -877627.750000 Penalty: 4425.572754
	Iteration 13Q: 3 clusters Score -877627.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -877690.875000 Penalty: 4425.572754
	Iteration 14Q: 3 clusters Score -877690.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -877734.562500 Penalty: 4425.572754
	Iteration 15Q: 3 clusters Score -877734.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -877767.625000 Penalty: 4425.572754
	Iteration 16Q: 3 clusters Score -877767.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -877806.187500 Penalty: 4425.572754
	Iteration 17Q: 3 clusters Score -877806.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -877827.125000 Penalty: 4425.572754
	Iteration 18Q: 3 clusters Score -877827.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -877842.875000 Penalty: 4425.572754
	Iteration 19Q: 3 clusters Score -877842.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -877854.625000 Penalty: 4425.572754
	Iteration 20F: 3 clusters Score -877854.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -877866.812500 Penalty: 4425.572754
	Iteration 21Q: 3 clusters Score -877866.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -877887.000000 Penalty: 4425.572754
	Iteration 22Q: 3 clusters Score -877887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -877904.875000 Penalty: 4425.572754
	Iteration 23Q: 3 clusters Score -877904.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -877922.625000 Penalty: 4425.572754
	Iteration 24Q: 3 clusters Score -877922.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -877936.687500 Penalty: 4425.572754
	Iteration 25Q: 3 clusters Score -877936.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -877946.062500 Penalty: 4425.572754
	Iteration 26Q: 3 clusters Score -877946.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -877961.312500 Penalty: 4425.572754
	Iteration 27Q: 3 clusters Score -877961.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -877979.875000 Penalty: 4425.572754
	Iteration 28Q: 3 clusters Score -877979.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -877997.625000 Penalty: 4425.572754
	Iteration 29Q: 3 clusters Score -877997.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -878010.312500 Penalty: 4425.572754
	Iteration 30Q: 3 clusters Score -878010.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -878020.812500 Penalty: 4425.572754
	Iteration 31Q: 3 clusters Score -878020.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -878037.125000 Penalty: 4425.572754
	Iteration 32Q: 3 clusters Score -878037.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -878054.687500 Penalty: 4425.572754
	Iteration 33Q: 3 clusters Score -878054.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -878069.125000 Penalty: 4425.572754
	Iteration 34Q: 3 clusters Score -878069.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -878074.062500 Penalty: 4425.572754
	Iteration 35Q: 3 clusters Score -878074.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -878082.312500 Penalty: 4425.572754
	Iteration 36Q: 3 clusters Score -878082.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -878098.500000 Penalty: 4425.572754
	Iteration 37Q: 3 clusters Score -878098.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -878106.437500 Penalty: 4425.572754
	Iteration 38Q: 3 clusters Score -878106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -878114.500000 Penalty: 4425.572754
	Iteration 39Q: 3 clusters Score -878114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -878123.687500 Penalty: 4425.572754
	Iteration 40F: 3 clusters Score -878123.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -878140.250000 Penalty: 4425.572754
	Iteration 41Q: 3 clusters Score -878140.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -878155.437500 Penalty: 4425.572754
	Iteration 42Q: 3 clusters Score -878155.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -878165.250000 Penalty: 4425.572754
	Iteration 43Q: 3 clusters Score -878165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -878174.875000 Penalty: 4425.572754
	Iteration 44Q: 3 clusters Score -878174.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -878185.187500 Penalty: 4425.572754
	Iteration 45Q: 3 clusters Score -878185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -878187.812500 Penalty: 4425.572754
	Iteration 46Q: 3 clusters Score -878187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -878190.125000 Penalty: 4425.572754
	Iteration 47Q: 3 clusters Score -878190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -878188.750000 Penalty: 4425.572754
	Iteration 48Q: 3 clusters Score -878188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -878192.687500 Penalty: 4425.572754
	Iteration 49Q: 3 clusters Score -878192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -878193.437500 Penalty: 4425.572754
	Iteration 50Q: 3 clusters Score -878193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -878193.937500 Penalty: 4425.572754
	Iteration 51Q: 3 clusters Score -878193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -878195.875000 Penalty: 4425.572754
	Iteration 52Q: 3 clusters Score -878195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -878196.625000 Penalty: 4425.572754
	Iteration 53Q: 3 clusters Score -878196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -878198.562500 Penalty: 4425.572754
	Iteration 54Q: 3 clusters Score -878198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -878198.562500 Penalty: 4425.572754
	Iteration 55F: 3 clusters Score -878198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Entering Unmasked Estep 
Score: -4778730.500000 Penalty: 2629.738525
	Iteration 0F: 2 clusters Score -4778730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4751347.500000 Penalty: 5259.477051
	Iteration 0F: 3 clusters Score -4751348 nChanged 18541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4761666.500000 Penalty: 5259.477051
	Iteration 1F: 3 clusters Score -4761666 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4762337.000000 Penalty: 5259.477051
	Iteration 2Q: 3 clusters Score -4762337 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4763035.000000 Penalty: 5259.477051
	Iteration 3Q: 3 clusters Score -4763035 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4763873.000000 Penalty: 5259.477051
	Iteration 4Q: 3 clusters Score -4763873 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4764844.500000 Penalty: 5259.477051
	Iteration 5Q: 3 clusters Score -4764844 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4766047.500000 Penalty: 5259.477051
	Iteration 6F: 3 clusters Score -4766048 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4767332.000000 Penalty: 5259.477051
	Iteration 7F: 3 clusters Score -4767332 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4768511.500000 Penalty: 5259.477051
	Iteration 8F: 3 clusters Score -4768512 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4769741.000000 Penalty: 5259.477051
	Iteration 9F: 3 clusters Score -4769741 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4770868.500000 Penalty: 5259.477051
	Iteration 10Q: 3 clusters Score -4770868 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4771756.500000 Penalty: 5259.477051
	Iteration 11Q: 3 clusters Score -4771756 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -4772391.500000 Penalty: 5259.477051
	Iteration 12Q: 3 clusters Score -4772392 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4772780.000000 Penalty: 5259.477051
	Iteration 13Q: 3 clusters Score -4772780 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4773011.000000 Penalty: 5259.477051
	Iteration 14Q: 3 clusters Score -4773011 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4773164.500000 Penalty: 5259.477051
	Iteration 15Q: 3 clusters Score -4773164 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -4773287.500000 Penalty: 5259.477051
	Iteration 16Q: 3 clusters Score -4773288 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4773410.500000 Penalty: 5259.477051
	Iteration 17Q: 3 clusters Score -4773410 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4773502.000000 Penalty: 5259.477051
	Iteration 18Q: 3 clusters Score -4773502 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4773592.000000 Penalty: 5259.477051
	Iteration 19Q: 3 clusters Score -4773592 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -4773716.500000 Penalty: 5259.477051
	Iteration 20F: 3 clusters Score -4773716 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -4773830.500000 Penalty: 5259.477051
	Iteration 21Q: 3 clusters Score -4773830 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4773949.000000 Penalty: 5259.477051
	Iteration 22Q: 3 clusters Score -4773949 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4774025.000000 Penalty: 5259.477051
	Iteration 23Q: 3 clusters Score -4774025 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -4774105.500000 Penalty: 5259.477051
	Iteration 24Q: 3 clusters Score -4774106 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4774217.500000 Penalty: 5259.477051
	Iteration 25Q: 3 clusters Score -4774218 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4774330.500000 Penalty: 5259.477051
	Iteration 26Q: 3 clusters Score -4774330 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4774421.500000 Penalty: 5259.477051
	Iteration 27Q: 3 clusters Score -4774422 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4774510.500000 Penalty: 5259.477051
	Iteration 28Q: 3 clusters Score -4774510 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -4774590.000000 Penalty: 5259.477051
	Iteration 29Q: 3 clusters Score -4774590 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4774637.500000 Penalty: 5259.477051
	Iteration 30Q: 3 clusters Score -4774638 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4774699.500000 Penalty: 5259.477051
	Iteration 31Q: 3 clusters Score -4774700 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4774766.500000 Penalty: 5259.477051
	Iteration 32Q: 3 clusters Score -4774766 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4774838.500000 Penalty: 5259.477051
	Iteration 33Q: 3 clusters Score -4774838 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4774907.000000 Penalty: 5259.477051
	Iteration 34Q: 3 clusters Score -4774907 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4774944.500000 Penalty: 5259.477051
	Iteration 35Q: 3 clusters Score -4774944 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4774979.000000 Penalty: 5259.477051
	Iteration 36Q: 3 clusters Score -4774979 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4775005.500000 Penalty: 5259.477051
	Iteration 37Q: 3 clusters Score -4775006 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4775047.500000 Penalty: 5259.477051
	Iteration 38Q: 3 clusters Score -4775048 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4775077.500000 Penalty: 5259.477051
	Iteration 39Q: 3 clusters Score -4775078 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4775129.000000 Penalty: 5259.477051
	Iteration 40F: 3 clusters Score -4775129 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4775153.500000 Penalty: 5259.477051
	Iteration 41Q: 3 clusters Score -4775154 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4775209.500000 Penalty: 5259.477051
	Iteration 42Q: 3 clusters Score -4775210 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4775231.500000 Penalty: 5259.477051
	Iteration 43Q: 3 clusters Score -4775232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4775270.000000 Penalty: 5259.477051
	Iteration 44Q: 3 clusters Score -4775270 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4775324.000000 Penalty: 5259.477051
	Iteration 45Q: 3 clusters Score -4775324 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4775348.000000 Penalty: 5259.477051
	Iteration 46Q: 3 clusters Score -4775348 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4775392.500000 Penalty: 5259.477051
	Iteration 47Q: 3 clusters Score -4775392 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4775440.500000 Penalty: 5259.477051
	Iteration 48Q: 3 clusters Score -4775440 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4775487.500000 Penalty: 5259.477051
	Iteration 49Q: 3 clusters Score -4775488 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4775541.500000 Penalty: 5259.477051
	Iteration 50Q: 3 clusters Score -4775542 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4775609.500000 Penalty: 5259.477051
	Iteration 51Q: 3 clusters Score -4775610 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4775676.000000 Penalty: 5259.477051
	Iteration 52Q: 3 clusters Score -4775676 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4775741.000000 Penalty: 5259.477051
	Iteration 53Q: 3 clusters Score -4775741 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4775804.000000 Penalty: 5259.477051
	Iteration 54Q: 3 clusters Score -4775804 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4775880.500000 Penalty: 5259.477051
	Iteration 55Q: 3 clusters Score -4775880 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4775953.500000 Penalty: 5259.477051
	Iteration 56Q: 3 clusters Score -4775954 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4776003.500000 Penalty: 5259.477051
	Iteration 57Q: 3 clusters Score -4776004 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4776044.500000 Penalty: 5259.477051
	Iteration 58Q: 3 clusters Score -4776044 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4776089.000000 Penalty: 5259.477051
	Iteration 59Q: 3 clusters Score -4776089 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4776151.000000 Penalty: 5259.477051
	Iteration 60F: 3 clusters Score -4776151 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -4776186.000000 Penalty: 5259.477051
	Iteration 61Q: 3 clusters Score -4776186 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -4776222.000000 Penalty: 5259.477051
	Iteration 62Q: 3 clusters Score -4776222 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4776258.000000 Penalty: 5259.477051
	Iteration 63Q: 3 clusters Score -4776258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4776300.000000 Penalty: 5259.477051
	Iteration 64Q: 3 clusters Score -4776300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4776322.000000 Penalty: 5259.477051
	Iteration 65Q: 3 clusters Score -4776322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4776357.500000 Penalty: 5259.477051
	Iteration 66Q: 3 clusters Score -4776358 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -4776380.500000 Penalty: 5259.477051
	Iteration 67Q: 3 clusters Score -4776380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -4776403.500000 Penalty: 5259.477051
	Iteration 68Q: 3 clusters Score -4776404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -4776424.500000 Penalty: 5259.477051
	Iteration 69Q: 3 clusters Score -4776424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -4776459.000000 Penalty: 5259.477051
	Iteration 70Q: 3 clusters Score -4776459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -4776471.500000 Penalty: 5259.477051
	Iteration 71Q: 3 clusters Score -4776472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4776497.000000 Penalty: 5259.477051
	Iteration 72Q: 3 clusters Score -4776497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4776506.500000 Penalty: 5259.477051
	Iteration 73Q: 3 clusters Score -4776506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4776525.500000 Penalty: 5259.477051
	Iteration 74Q: 3 clusters Score -4776526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4776533.500000 Penalty: 5259.477051
	Iteration 75Q: 3 clusters Score -4776534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4776541.000000 Penalty: 5259.477051
	Iteration 76Q: 3 clusters Score -4776541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -4776556.500000 Penalty: 5259.477051
	Iteration 77Q: 3 clusters Score -4776556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4776559.500000 Penalty: 5259.477051
	Iteration 78Q: 3 clusters Score -4776560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -4776571.000000 Penalty: 5259.477051
	Iteration 79Q: 3 clusters Score -4776571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -4776586.500000 Penalty: 5259.477051
	Iteration 80F: 3 clusters Score -4776586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4776598.500000 Penalty: 5259.477051
	Iteration 81Q: 3 clusters Score -4776598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -4776616.000000 Penalty: 5259.477051
	Iteration 82Q: 3 clusters Score -4776616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -4776647.500000 Penalty: 5259.477051
	Iteration 83Q: 3 clusters Score -4776648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4776657.500000 Penalty: 5259.477051
	Iteration 84Q: 3 clusters Score -4776658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4776664.500000 Penalty: 5259.477051
	Iteration 85Q: 3 clusters Score -4776664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -4776672.000000 Penalty: 5259.477051
	Iteration 86Q: 3 clusters Score -4776672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -4776678.000000 Penalty: 5259.477051
	Iteration 87Q: 3 clusters Score -4776678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4776683.500000 Penalty: 5259.477051
	Iteration 88Q: 3 clusters Score -4776684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -4776689.000000 Penalty: 5259.477051
	Iteration 89Q: 3 clusters Score -4776689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4776694.500000 Penalty: 5259.477051
	Iteration 90Q: 3 clusters Score -4776694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -4776692.000000 Penalty: 5259.477051
	Iteration 91Q: 3 clusters Score -4776692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4776691.000000 Penalty: 5259.477051
	Iteration 92Q: 3 clusters Score -4776691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -4776680.500000 Penalty: 5259.477051
	Iteration 93Q: 3 clusters Score -4776680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -4776690.500000 Penalty: 5259.477051
	Iteration 94Q: 3 clusters Score -4776690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -4776697.500000 Penalty: 5259.477051
	Iteration 95Q: 3 clusters Score -4776698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -4776695.500000 Penalty: 5259.477051
	Iteration 96Q: 3 clusters Score -4776696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4776698.000000 Penalty: 5259.477051
	Iteration 97Q: 3 clusters Score -4776698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4776706.000000 Penalty: 5259.477051
	Iteration 98Q: 3 clusters Score -4776706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4776703.000000 Penalty: 5259.477051
	Iteration 99Q: 3 clusters Score -4776703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -4776707.000000 Penalty: 5259.477051
	Iteration 100F: 3 clusters Score -4776707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -4776709.000000 Penalty: 5259.477051
	Iteration 101Q: 3 clusters Score -4776709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -4776713.000000 Penalty: 5259.477051
	Iteration 102Q: 3 clusters Score -4776713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -4776721.000000 Penalty: 5259.477051
	Iteration 103Q: 3 clusters Score -4776721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4776726.000000 Penalty: 5259.477051
	Iteration 104Q: 3 clusters Score -4776726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -4776725.500000 Penalty: 5259.477051
	Iteration 105Q: 3 clusters Score -4776726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -4776722.500000 Penalty: 5259.477051
	Iteration 106Q: 3 clusters Score -4776722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4776724.500000 Penalty: 5259.477051
	Iteration 107Q: 3 clusters Score -4776724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -4776720.500000 Penalty: 5259.477051
	Iteration 108Q: 3 clusters Score -4776720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4776725.000000 Penalty: 5259.477051
	Iteration 109Q: 3 clusters Score -4776725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -4776722.000000 Penalty: 5259.477051
	Iteration 110Q: 3 clusters Score -4776722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -4776723.500000 Penalty: 5259.477051
	Iteration 111Q: 3 clusters Score -4776724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4776721.500000 Penalty: 5259.477051
	Iteration 112Q: 3 clusters Score -4776722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -4776723.000000 Penalty: 5259.477051
	Iteration 113Q: 3 clusters Score -4776723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4776724.500000 Penalty: 5259.477051
	Iteration 114Q: 3 clusters Score -4776724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4776724.000000 Penalty: 5259.477051
	Iteration 115Q: 3 clusters Score -4776724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -4776721.000000 Penalty: 5259.477051
	Iteration 116Q: 3 clusters Score -4776721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -4776721.000000 Penalty: 5259.477051
	Iteration 117Q: 3 clusters Score -4776721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -4776721.000000 Penalty: 5259.477051
	Iteration 118F: 3 clusters Score -4776721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (243064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243064 members 
Entering Unmasked Estep 
Score: -28507312.000000 Penalty: 3075.467773
	Iteration 0F: 2 clusters Score -2.850731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 121294 members 
Entering Unmasked Estep 
Score: -28344294.000000 Penalty: 6150.935547
	Iteration 0F: 3 clusters Score -2.834429e+07 nChanged 117240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -28413906.000000 Penalty: 6150.935547
	Iteration 1F: 3 clusters Score -2.841391e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129664 members 
Mstep: Class 2 contains 113400 members 
Entering Unmasked Estep 
Score: -28415516.000000 Penalty: 6150.935547
	Iteration 2Q: 3 clusters Score -2.841552e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 108589 members 
Entering Unmasked Estep 
Score: -28418028.000000 Penalty: 6150.935547
	Iteration 3Q: 3 clusters Score -2.841803e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -28421564.000000 Penalty: 6150.935547
	Iteration 4Q: 3 clusters Score -2.842156e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -28427820.000000 Penalty: 6150.935547
	Iteration 5Q: 3 clusters Score -2.842782e+07 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -28437318.000000 Penalty: 6150.935547
	Iteration 6F: 3 clusters Score -2.843732e+07 nChanged 18678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185824 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -28452296.000000 Penalty: 6150.935547
	Iteration 7F: 3 clusters Score -2.84523e+07 nChanged 19204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204938 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -28469700.000000 Penalty: 6150.935547
	Iteration 8F: 3 clusters Score -2.84697e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221128 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -28484598.000000 Penalty: 6150.935547
	Iteration 9F: 3 clusters Score -2.84846e+07 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232197 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -28495260.000000 Penalty: 6150.935547
	Iteration 10Q: 3 clusters Score -2.849526e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238244 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -28500510.000000 Penalty: 6150.935547
	Iteration 11Q: 3 clusters Score -2.850051e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241019 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -28503024.000000 Penalty: 6150.935547
	Iteration 12Q: 3 clusters Score -2.850302e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242094 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -28503926.000000 Penalty: 6150.935547
	Iteration 13Q: 3 clusters Score -2.850393e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242488 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -28504246.000000 Penalty: 6150.935547
	Iteration 14Q: 3 clusters Score -2.850425e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242631 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28504376.000000 Penalty: 6150.935547
	Iteration 15Q: 3 clusters Score -2.850438e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242693 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28504444.000000 Penalty: 6150.935547
	Iteration 16Q: 3 clusters Score -2.850444e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242725 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28504474.000000 Penalty: 6150.935547
	Iteration 17Q: 3 clusters Score -2.850447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242745 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28504518.000000 Penalty: 6150.935547
	Iteration 18Q: 3 clusters Score -2.850452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242746 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28504524.000000 Penalty: 6150.935547
	Iteration 19Q: 3 clusters Score -2.850452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242754 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28504530.000000 Penalty: 6150.935547
	Iteration 20F: 3 clusters Score -2.850453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242761 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28504558.000000 Penalty: 6150.935547
	Iteration 21Q: 3 clusters Score -2.850456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242763 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28504576.000000 Penalty: 6150.935547
	Iteration 22Q: 3 clusters Score -2.850458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242766 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28504556.000000 Penalty: 6150.935547
	Iteration 23Q: 3 clusters Score -2.850456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242769 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28504554.000000 Penalty: 6150.935547
	Iteration 24Q: 3 clusters Score -2.850455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242772 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28504576.000000 Penalty: 6150.935547
	Iteration 25Q: 3 clusters Score -2.850458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242772 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28504576.000000 Penalty: 6150.935547
	Iteration 26F: 3 clusters Score -2.850458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -136145.984375 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -136146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134055.781250 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -134055.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134408.484375 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -134408.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134521.312500 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -134521.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134560.531250 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -134560.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134586.156250 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -134586.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134608.187500 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -134608.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -134637.296875 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -134637.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -134672.375000 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -134672.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134705.625000 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -134705.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134750.890625 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -134750.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134823.859375 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -134823.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134941.843750 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -134941.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135127.750000 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -135127.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135411.687500 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -135411.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135692.656250 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -135692.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -136004.906250 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -136004.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -136331.796875 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -136331.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136505.187500 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -136505.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136613.093750 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -136613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136630.437500 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -136630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136631.140625 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -136631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93570 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 163964 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 30425 members 
Mstep: Class 11 contains 170432 members 
Mstep: Class 12 contains 58887 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 27667 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 108845 members 
Mstep: Class 17 contains 75252 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 34723 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40287 members 
Mstep: Class 25 contains 243064 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 173305 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11958 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 162597 members 
Mstep: Class 36 contains 706 members 
Entering Unmasked Estep 
Score: -205570320.000000 Penalty: 128518.421875
Splitting cluster 26 changes total score from -205571600.000000 to -205570320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (173305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173305 members 
Entering Unmasked Estep 
Score: -20960620.000000 Penalty: 2991.576416
	Iteration 0F: 2 clusters Score -2.096062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 87035 members 
Entering Unmasked Estep 
Score: -20852902.000000 Penalty: 5983.152832
	Iteration 0F: 3 clusters Score -2.08529e+07 nChanged 83211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -20901742.000000 Penalty: 5983.152832
	Iteration 1F: 3 clusters Score -2.090174e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -20903622.000000 Penalty: 5983.152832
	Iteration 2Q: 3 clusters Score -2.090362e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -20906298.000000 Penalty: 5983.152832
	Iteration 3Q: 3 clusters Score -2.09063e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -20909922.000000 Penalty: 5983.152832
	Iteration 4Q: 3 clusters Score -2.090992e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -20915216.000000 Penalty: 5983.152832
	Iteration 5F: 3 clusters Score -2.091522e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 112290 members 
Entering Unmasked Estep 
Score: -20922136.000000 Penalty: 5983.152832
	Iteration 6F: 3 clusters Score -2.092214e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -20929804.000000 Penalty: 5983.152832
	Iteration 7F: 3 clusters Score -2.09298e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 130791 members 
Entering Unmasked Estep 
Score: -20938032.000000 Penalty: 5983.152832
	Iteration 8F: 3 clusters Score -2.093803e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 140335 members 
Entering Unmasked Estep 
Score: -20945620.000000 Penalty: 5983.152832
	Iteration 9F: 3 clusters Score -2.094562e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -20951294.000000 Penalty: 5983.152832
	Iteration 10Q: 3 clusters Score -2.095129e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 155585 members 
Entering Unmasked Estep 
Score: -20954652.000000 Penalty: 5983.152832
	Iteration 11Q: 3 clusters Score -2.095465e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -20956642.000000 Penalty: 5983.152832
	Iteration 12Q: 3 clusters Score -2.095664e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -20957590.000000 Penalty: 5983.152832
	Iteration 13Q: 3 clusters Score -2.095759e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 166283 members 
Entering Unmasked Estep 
Score: -20958376.000000 Penalty: 5983.152832
	Iteration 14Q: 3 clusters Score -2.095838e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -20958818.000000 Penalty: 5983.152832
	Iteration 15Q: 3 clusters Score -2.095882e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 168982 members 
Entering Unmasked Estep 
Score: -20958972.000000 Penalty: 5983.152832
	Iteration 16Q: 3 clusters Score -2.095897e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -20959078.000000 Penalty: 5983.152832
	Iteration 17Q: 3 clusters Score -2.095908e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 170160 members 
Entering Unmasked Estep 
Score: -20959042.000000 Penalty: 5983.152832
	Iteration 18Q: 3 clusters Score -2.095904e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 170490 members 
Entering Unmasked Estep 
Score: -20959090.000000 Penalty: 5983.152832
	Iteration 19Q: 3 clusters Score -2.095909e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 170728 members 
Entering Unmasked Estep 
Score: -20959060.000000 Penalty: 5983.152832
	Iteration 20F: 3 clusters Score -2.095906e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -20959036.000000 Penalty: 5983.152832
	Iteration 21Q: 3 clusters Score -2.095904e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 171038 members 
Entering Unmasked Estep 
Score: -20959034.000000 Penalty: 5983.152832
	Iteration 22Q: 3 clusters Score -2.095903e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 171114 members 
Entering Unmasked Estep 
Score: -20959044.000000 Penalty: 5983.152832
	Iteration 23Q: 3 clusters Score -2.095904e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -20959016.000000 Penalty: 5983.152832
	Iteration 24Q: 3 clusters Score -2.095902e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -20959024.000000 Penalty: 5983.152832
	Iteration 25Q: 3 clusters Score -2.095902e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 171297 members 
Entering Unmasked Estep 
Score: -20959068.000000 Penalty: 5983.152832
	Iteration 26Q: 3 clusters Score -2.095907e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 171341 members 
Entering Unmasked Estep 
Score: -20959070.000000 Penalty: 5983.152832
	Iteration 27Q: 3 clusters Score -2.095907e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -20959030.000000 Penalty: 5983.152832
	Iteration 28Q: 3 clusters Score -2.095903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 171430 members 
Entering Unmasked Estep 
Score: -20959018.000000 Penalty: 5983.152832
	Iteration 29Q: 3 clusters Score -2.095902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -20959000.000000 Penalty: 5983.152832
	Iteration 30Q: 3 clusters Score -2.0959e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 171482 members 
Entering Unmasked Estep 
Score: -20959030.000000 Penalty: 5983.152832
	Iteration 31Q: 3 clusters Score -2.095903e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 171508 members 
Entering Unmasked Estep 
Score: -20959012.000000 Penalty: 5983.152832
	Iteration 32Q: 3 clusters Score -2.095901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -20959004.000000 Penalty: 5983.152832
	Iteration 33Q: 3 clusters Score -2.0959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -20959004.000000 Penalty: 5983.152832
	Iteration 34Q: 3 clusters Score -2.0959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -20959020.000000 Penalty: 5983.152832
	Iteration 35Q: 3 clusters Score -2.095902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -20959012.000000 Penalty: 5983.152832
	Iteration 36Q: 3 clusters Score -2.095901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -20959032.000000 Penalty: 5983.152832
	Iteration 37Q: 3 clusters Score -2.095903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 171599 members 
Entering Unmasked Estep 
Score: -20959032.000000 Penalty: 5983.152832
	Iteration 38Q: 3 clusters Score -2.095903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -20959038.000000 Penalty: 5983.152832
	Iteration 39Q: 3 clusters Score -2.095904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -20959036.000000 Penalty: 5983.152832
	Iteration 40F: 3 clusters Score -2.095904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -20959026.000000 Penalty: 5983.152832
	Iteration 41Q: 3 clusters Score -2.095903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -20959012.000000 Penalty: 5983.152832
	Iteration 42Q: 3 clusters Score -2.095901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 171611 members 
Entering Unmasked Estep 
Score: -20959014.000000 Penalty: 5983.152832
	Iteration 43Q: 3 clusters Score -2.095901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -20959020.000000 Penalty: 5983.152832
	Iteration 44Q: 3 clusters Score -2.095902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 171623 members 
Entering Unmasked Estep 
Score: -20959026.000000 Penalty: 5983.152832
	Iteration 45Q: 3 clusters Score -2.095903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 171628 members 
Entering Unmasked Estep 
Score: -20959044.000000 Penalty: 5983.152832
	Iteration 46Q: 3 clusters Score -2.095904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -20959010.000000 Penalty: 5983.152832
	Iteration 47Q: 3 clusters Score -2.095901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -20959028.000000 Penalty: 5983.152832
	Iteration 48Q: 3 clusters Score -2.095903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -20959044.000000 Penalty: 5983.152832
	Iteration 49Q: 3 clusters Score -2.095904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -20959038.000000 Penalty: 5983.152832
	Iteration 50Q: 3 clusters Score -2.095904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -20959038.000000 Penalty: 5983.152832
	Iteration 51Q: 3 clusters Score -2.095904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -20959050.000000 Penalty: 5983.152832
	Iteration 52Q: 3 clusters Score -2.095905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 171669 members 
Entering Unmasked Estep 
Score: -20959056.000000 Penalty: 5983.152832
	Iteration 53Q: 3 clusters Score -2.095906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 171672 members 
Entering Unmasked Estep 
Score: -20959066.000000 Penalty: 5983.152832
	Iteration 54Q: 3 clusters Score -2.095907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -20959052.000000 Penalty: 5983.152832
	Iteration 55Q: 3 clusters Score -2.095905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 171675 members 
Entering Unmasked Estep 
Score: -20959048.000000 Penalty: 5983.152832
	Iteration 56Q: 3 clusters Score -2.095905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 171675 members 
Entering Unmasked Estep 
Score: -20959056.000000 Penalty: 5983.152832
	Iteration 57Q: 3 clusters Score -2.095906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -20959056.000000 Penalty: 5983.152832
	Iteration 58Q: 3 clusters Score -2.095906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 171678 members 
Entering Unmasked Estep 
Score: -20959052.000000 Penalty: 5983.152832
	Iteration 59Q: 3 clusters Score -2.095905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -20959046.000000 Penalty: 5983.152832
	Iteration 60F: 3 clusters Score -2.095905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -20959048.000000 Penalty: 5983.152832
	Iteration 61Q: 3 clusters Score -2.095905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -20959036.000000 Penalty: 5983.152832
	Iteration 62Q: 3 clusters Score -2.095904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 171693 members 
Entering Unmasked Estep 
Score: -20959040.000000 Penalty: 5983.152832
	Iteration 63Q: 3 clusters Score -2.095904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -20959040.000000 Penalty: 5983.152832
	Iteration 64Q: 3 clusters Score -2.095904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 171702 members 
Entering Unmasked Estep 
Score: -20959028.000000 Penalty: 5983.152832
	Iteration 65Q: 3 clusters Score -2.095903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 171706 members 
Entering Unmasked Estep 
Score: -20959036.000000 Penalty: 5983.152832
	Iteration 66Q: 3 clusters Score -2.095904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -20959030.000000 Penalty: 5983.152832
	Iteration 67Q: 3 clusters Score -2.095903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -20959044.000000 Penalty: 5983.152832
	Iteration 68Q: 3 clusters Score -2.095904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 171711 members 
Entering Unmasked Estep 
Score: -20959026.000000 Penalty: 5983.152832
	Iteration 69Q: 3 clusters Score -2.095903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -20959022.000000 Penalty: 5983.152832
	Iteration 70Q: 3 clusters Score -2.095902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -20959014.000000 Penalty: 5983.152832
	Iteration 71Q: 3 clusters Score -2.095901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -20959010.000000 Penalty: 5983.152832
	Iteration 72Q: 3 clusters Score -2.095901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -20959018.000000 Penalty: 5983.152832
	Iteration 73Q: 3 clusters Score -2.095902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -20959012.000000 Penalty: 5983.152832
	Iteration 74Q: 3 clusters Score -2.095901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -20959018.000000 Penalty: 5983.152832
	Iteration 75Q: 3 clusters Score -2.095902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -20959018.000000 Penalty: 5983.152832
	Iteration 76Q: 3 clusters Score -2.095902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -20959018.000000 Penalty: 5983.152832
	Iteration 77F: 3 clusters Score -2.095902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -34040.187500 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -34040.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32829.671875 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -32829.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33176.437500 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -33176.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33391.683594 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -33391.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33681.003906 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -33681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33969.570312 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -33969.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34138.238281 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -34138.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34327.921875 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -34327.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34482.343750 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -34482.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34552.054688 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -34552.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34588.406250 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -34588.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34609.179688 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -34609.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34660.250000 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -34660.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34692.363281 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -34692.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34692.363281 Penalty: 2920.883301
	Iteration 13F: 3 clusters Score -34692.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93570 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 163964 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 30425 members 
Mstep: Class 11 contains 170432 members 
Mstep: Class 12 contains 58887 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 27667 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 108845 members 
Mstep: Class 17 contains 75252 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 34723 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40287 members 
Mstep: Class 25 contains 243064 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173305 members 
Mstep: Class 28 contains 244 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11958 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 162597 members 
Mstep: Class 36 contains 117 members 
Entering Unmasked Estep 
Score: -205570160.000000 Penalty: 128518.421875
Splitting cluster 28 changes total score from -205571600.000000 to -205570160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -457011.250000 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -457011.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -452872.843750 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -452872.8 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -453933.062500 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -453933.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -454185.718750 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -454185.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -454354.906250 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -454354.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -454501.718750 Penalty: 4155.339844
	Iteration 4Q: 3 clusters Score -454501.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -454660.062500 Penalty: 4155.339844
	Iteration 5Q: 3 clusters Score -454660.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -454799.031250 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -454799 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -454921.656250 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -454921.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -455032.593750 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -455032.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -455117.625000 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -455117.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -455181.937500 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -455181.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455233.718750 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -455233.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -455272.093750 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -455272.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -455310.250000 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -455310.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -455340.968750 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -455341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -455366.781250 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -455366.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -455392.125000 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -455392.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455425.750000 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -455425.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -455449.843750 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -455449.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -455466.781250 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -455466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -455480.000000 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -455480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -455490.875000 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -455490.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -455497.468750 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -455497.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -455503.437500 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -455503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -455509.750000 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -455509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -455515.812500 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -455515.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -455520.468750 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -455520.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -455525.812500 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -455525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -455528.843750 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -455528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -455530.875000 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -455530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -455533.187500 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -455533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -455534.875000 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -455534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -455535.281250 Penalty: 4155.339844
	Iteration 32Q: 3 clusters Score -455535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -455535.468750 Penalty: 4155.339844
	Iteration 33Q: 3 clusters Score -455535.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -455535.468750 Penalty: 4155.339844
	Iteration 34F: 3 clusters Score -455535.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -436295.125000 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -436295.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -432479.906250 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -432479.9 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -433364.281250 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -433364.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -433668.687500 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -433668.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -433942.281250 Penalty: 4105.722168
	Iteration 3F: 3 clusters Score -433942.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -434188.406250 Penalty: 4105.722168
	Iteration 4F: 3 clusters Score -434188.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -434447.687500 Penalty: 4105.722168
	Iteration 5F: 3 clusters Score -434447.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -434663.593750 Penalty: 4105.722168
	Iteration 6F: 3 clusters Score -434663.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -434817.312500 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -434817.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -434910.906250 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -434910.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -434977.281250 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -434977.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -435022.031250 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -435022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -435052.875000 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -435052.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -435075.375000 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -435075.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -435092.000000 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -435092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -435100.812500 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -435100.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -435109.281250 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -435109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -435111.843750 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -435111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -435115.062500 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -435115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -435117.968750 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -435118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -435122.718750 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -435122.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -435128.062500 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -435128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -435132.375000 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -435132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -435135.531250 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -435135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -435135.906250 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -435135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -435136.156250 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -435136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -435136.156250 Penalty: 4105.722168
	Iteration 25F: 3 clusters Score -435136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.480469 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -29406.48 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 155 members 
Entering Unmasked Estep 
Score: -28107.472656 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -28107.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28190.515625 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -28190.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28225.021484 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -28225.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28225.021484 Penalty: 2825.758301
	Iteration 3F: 3 clusters Score -28225.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Entering Unmasked Estep 
Score: -1320156.250000 Penalty: 2307.936768
	Iteration 0F: 2 clusters Score -1320156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1311824.125000 Penalty: 4615.873535
	Iteration 0F: 3 clusters Score -1311824 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1314253.625000 Penalty: 4615.873535
	Iteration 1F: 3 clusters Score -1314254 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1314548.875000 Penalty: 4615.873535
	Iteration 2F: 3 clusters Score -1314549 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1314765.250000 Penalty: 4615.873535
	Iteration 3Q: 3 clusters Score -1314765 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1314955.500000 Penalty: 4615.873535
	Iteration 4Q: 3 clusters Score -1314956 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1315123.125000 Penalty: 4615.873535
	Iteration 5Q: 3 clusters Score -1315123 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1315288.500000 Penalty: 4615.873535
	Iteration 6Q: 3 clusters Score -1315288 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1315448.625000 Penalty: 4615.873535
	Iteration 7Q: 3 clusters Score -1315449 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1315656.000000 Penalty: 4615.873535
	Iteration 8Q: 3 clusters Score -1315656 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1315902.875000 Penalty: 4615.873535
	Iteration 9Q: 3 clusters Score -1315903 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1316153.875000 Penalty: 4615.873535
	Iteration 10Q: 3 clusters Score -1316154 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1316464.875000 Penalty: 4615.873535
	Iteration 11Q: 3 clusters Score -1316465 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1316818.375000 Penalty: 4615.873535
	Iteration 12Q: 3 clusters Score -1316818 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1317152.125000 Penalty: 4615.873535
	Iteration 13Q: 3 clusters Score -1317152 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1317436.375000 Penalty: 4615.873535
	Iteration 14Q: 3 clusters Score -1317436 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1317664.625000 Penalty: 4615.873535
	Iteration 15Q: 3 clusters Score -1317665 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1317828.625000 Penalty: 4615.873535
	Iteration 16Q: 3 clusters Score -1317829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1317946.500000 Penalty: 4615.873535
	Iteration 17Q: 3 clusters Score -1317946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1318025.000000 Penalty: 4615.873535
	Iteration 18Q: 3 clusters Score -1318025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1318064.625000 Penalty: 4615.873535
	Iteration 19Q: 3 clusters Score -1318065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1318098.875000 Penalty: 4615.873535
	Iteration 20F: 3 clusters Score -1318099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1318114.250000 Penalty: 4615.873535
	Iteration 21Q: 3 clusters Score -1318114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1318122.375000 Penalty: 4615.873535
	Iteration 22Q: 3 clusters Score -1318122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1318127.875000 Penalty: 4615.873535
	Iteration 23Q: 3 clusters Score -1318128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1318136.625000 Penalty: 4615.873535
	Iteration 24Q: 3 clusters Score -1318137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1318139.000000 Penalty: 4615.873535
	Iteration 25Q: 3 clusters Score -1318139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1318142.375000 Penalty: 4615.873535
	Iteration 26Q: 3 clusters Score -1318142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1318148.500000 Penalty: 4615.873535
	Iteration 27Q: 3 clusters Score -1318148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1318155.000000 Penalty: 4615.873535
	Iteration 28Q: 3 clusters Score -1318155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1318159.250000 Penalty: 4615.873535
	Iteration 29Q: 3 clusters Score -1318159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1318160.875000 Penalty: 4615.873535
	Iteration 30Q: 3 clusters Score -1318161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1318165.625000 Penalty: 4615.873535
	Iteration 31Q: 3 clusters Score -1318166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1318167.750000 Penalty: 4615.873535
	Iteration 32Q: 3 clusters Score -1318168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1318171.625000 Penalty: 4615.873535
	Iteration 33Q: 3 clusters Score -1318172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1318174.375000 Penalty: 4615.873535
	Iteration 34Q: 3 clusters Score -1318174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1318174.375000 Penalty: 4615.873535
	Iteration 35F: 3 clusters Score -1318174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Entering Unmasked Estep 
Score: -1373108.125000 Penalty: 2328.510498
	Iteration 0F: 2 clusters Score -1373108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1364283.625000 Penalty: 4657.020996
	Iteration 0F: 3 clusters Score -1364284 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1367103.500000 Penalty: 4657.020996
	Iteration 1F: 3 clusters Score -1367104 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1367662.875000 Penalty: 4657.020996
	Iteration 2F: 3 clusters Score -1367663 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1368186.750000 Penalty: 4657.020996
	Iteration 3F: 3 clusters Score -1368187 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1368659.250000 Penalty: 4657.020996
	Iteration 4F: 3 clusters Score -1368659 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1369067.375000 Penalty: 4657.020996
	Iteration 5F: 3 clusters Score -1369067 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1369456.500000 Penalty: 4657.020996
	Iteration 6Q: 3 clusters Score -1369456 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1369810.375000 Penalty: 4657.020996
	Iteration 7Q: 3 clusters Score -1369810 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1370137.625000 Penalty: 4657.020996
	Iteration 8Q: 3 clusters Score -1370138 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1370426.250000 Penalty: 4657.020996
	Iteration 9Q: 3 clusters Score -1370426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1370663.125000 Penalty: 4657.020996
	Iteration 10Q: 3 clusters Score -1370663 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1370848.875000 Penalty: 4657.020996
	Iteration 11Q: 3 clusters Score -1370849 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1370982.375000 Penalty: 4657.020996
	Iteration 12Q: 3 clusters Score -1370982 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1371092.875000 Penalty: 4657.020996
	Iteration 13Q: 3 clusters Score -1371093 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1371168.875000 Penalty: 4657.020996
	Iteration 14Q: 3 clusters Score -1371169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1371228.625000 Penalty: 4657.020996
	Iteration 15Q: 3 clusters Score -1371229 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1371265.750000 Penalty: 4657.020996
	Iteration 16Q: 3 clusters Score -1371266 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1371303.875000 Penalty: 4657.020996
	Iteration 17Q: 3 clusters Score -1371304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1371342.000000 Penalty: 4657.020996
	Iteration 18Q: 3 clusters Score -1371342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1371364.125000 Penalty: 4657.020996
	Iteration 19Q: 3 clusters Score -1371364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1371385.250000 Penalty: 4657.020996
	Iteration 20F: 3 clusters Score -1371385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1371411.875000 Penalty: 4657.020996
	Iteration 21Q: 3 clusters Score -1371412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1371426.500000 Penalty: 4657.020996
	Iteration 22Q: 3 clusters Score -1371426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1371437.000000 Penalty: 4657.020996
	Iteration 23Q: 3 clusters Score -1371437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1371448.125000 Penalty: 4657.020996
	Iteration 24Q: 3 clusters Score -1371448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1371461.125000 Penalty: 4657.020996
	Iteration 25Q: 3 clusters Score -1371461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1371466.875000 Penalty: 4657.020996
	Iteration 26Q: 3 clusters Score -1371467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1371476.500000 Penalty: 4657.020996
	Iteration 27Q: 3 clusters Score -1371476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1371484.125000 Penalty: 4657.020996
	Iteration 28Q: 3 clusters Score -1371484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1371492.125000 Penalty: 4657.020996
	Iteration 29Q: 3 clusters Score -1371492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1371496.875000 Penalty: 4657.020996
	Iteration 30Q: 3 clusters Score -1371497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1371498.875000 Penalty: 4657.020996
	Iteration 31Q: 3 clusters Score -1371499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1371504.875000 Penalty: 4657.020996
	Iteration 32Q: 3 clusters Score -1371505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1371508.375000 Penalty: 4657.020996
	Iteration 33Q: 3 clusters Score -1371508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1371511.625000 Penalty: 4657.020996
	Iteration 34Q: 3 clusters Score -1371512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1371519.750000 Penalty: 4657.020996
	Iteration 35Q: 3 clusters Score -1371520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1371520.500000 Penalty: 4657.020996
	Iteration 36Q: 3 clusters Score -1371520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1371527.625000 Penalty: 4657.020996
	Iteration 37Q: 3 clusters Score -1371528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1371532.875000 Penalty: 4657.020996
	Iteration 38Q: 3 clusters Score -1371533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1371542.750000 Penalty: 4657.020996
	Iteration 39Q: 3 clusters Score -1371543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1371548.500000 Penalty: 4657.020996
	Iteration 40F: 3 clusters Score -1371548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1371551.125000 Penalty: 4657.020996
	Iteration 41Q: 3 clusters Score -1371551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1371547.625000 Penalty: 4657.020996
	Iteration 42Q: 3 clusters Score -1371548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1371545.375000 Penalty: 4657.020996
	Iteration 43Q: 3 clusters Score -1371545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1371545.375000 Penalty: 4657.020996
	Iteration 44F: 3 clusters Score -1371545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -614725.000000 Penalty: 2142.705322
	Iteration 0F: 2 clusters Score -614725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -609827.250000 Penalty: 4285.410645
	Iteration 0F: 3 clusters Score -609827.2 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -611209.125000 Penalty: 4285.410645
	Iteration 1F: 3 clusters Score -611209.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -611590.875000 Penalty: 4285.410645
	Iteration 2F: 3 clusters Score -611590.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -611952.687500 Penalty: 4285.410645
	Iteration 3F: 3 clusters Score -611952.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -612328.687500 Penalty: 4285.410645
	Iteration 4F: 3 clusters Score -612328.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -612802.750000 Penalty: 4285.410645
	Iteration 5F: 3 clusters Score -612802.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -613320.062500 Penalty: 4285.410645
	Iteration 6F: 3 clusters Score -613320.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -613765.750000 Penalty: 4285.410645
	Iteration 7F: 3 clusters Score -613765.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -614128.250000 Penalty: 4285.410645
	Iteration 8F: 3 clusters Score -614128.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -614432.687500 Penalty: 4285.410645
	Iteration 9Q: 3 clusters Score -614432.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -614725.937500 Penalty: 4285.410645
	Iteration 10Q: 3 clusters Score -614725.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -614939.812500 Penalty: 4285.410645
	Iteration 11Q: 3 clusters Score -614939.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -615080.875000 Penalty: 4285.410645
	Iteration 12Q: 3 clusters Score -615080.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -615132.250000 Penalty: 4285.410645
	Iteration 13Q: 3 clusters Score -615132.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -615148.312500 Penalty: 4285.410645
	Iteration 14Q: 3 clusters Score -615148.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -615153.312500 Penalty: 4285.410645
	Iteration 15Q: 3 clusters Score -615153.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -615159.687500 Penalty: 4285.410645
	Iteration 16Q: 3 clusters Score -615159.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -615165.375000 Penalty: 4285.410645
	Iteration 17Q: 3 clusters Score -615165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -615165.687500 Penalty: 4285.410645
	Iteration 18Q: 3 clusters Score -615165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -615164.625000 Penalty: 4285.410645
	Iteration 19Q: 3 clusters Score -615164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -615165.562500 Penalty: 4285.410645
	Iteration 20F: 3 clusters Score -615165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -615167.937500 Penalty: 4285.410645
	Iteration 21Q: 3 clusters Score -615167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -615169.062500 Penalty: 4285.410645
	Iteration 22Q: 3 clusters Score -615169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -615171.687500 Penalty: 4285.410645
	Iteration 23Q: 3 clusters Score -615171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -615171.187500 Penalty: 4285.410645
	Iteration 24Q: 3 clusters Score -615171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -615172.187500 Penalty: 4285.410645
	Iteration 25Q: 3 clusters Score -615172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -615172.187500 Penalty: 4285.410645
	Iteration 26F: 3 clusters Score -615172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93570 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 163964 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 30425 members 
Mstep: Class 11 contains 170432 members 
Mstep: Class 12 contains 58887 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 27667 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 108845 members 
Mstep: Class 17 contains 75252 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 34723 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40287 members 
Mstep: Class 25 contains 243064 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173305 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11958 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 35 contains 162597 members 
Mstep: Class 36 contains 2436 members 
Entering Unmasked Estep 
Score: -205570960.000000 Penalty: 128518.421875
Splitting cluster 34 changes total score from -205571600.000000 to -205570960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (162597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162597 members 
Entering Unmasked Estep 
Score: -19350000.000000 Penalty: 2975.759521
	Iteration 0F: 2 clusters Score -1.935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -19242416.000000 Penalty: 5951.519043
	Iteration 0F: 3 clusters Score -1.924242e+07 nChanged 77882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -19287514.000000 Penalty: 5951.519043
	Iteration 1F: 3 clusters Score -1.928751e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -19288666.000000 Penalty: 5951.519043
	Iteration 2Q: 3 clusters Score -1.928867e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -19290022.000000 Penalty: 5951.519043
	Iteration 3Q: 3 clusters Score -1.929002e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -19291456.000000 Penalty: 5951.519043
	Iteration 4Q: 3 clusters Score -1.929146e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -19293520.000000 Penalty: 5951.519043
	Iteration 5Q: 3 clusters Score -1.929352e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -19296034.000000 Penalty: 5951.519043
	Iteration 6Q: 3 clusters Score -1.929603e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -19299092.000000 Penalty: 5951.519043
	Iteration 7Q: 3 clusters Score -1.929909e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -19302934.000000 Penalty: 5951.519043
	Iteration 8Q: 3 clusters Score -1.930293e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -19307544.000000 Penalty: 5951.519043
	Iteration 9F: 3 clusters Score -1.930754e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -19313368.000000 Penalty: 5951.519043
	Iteration 10F: 3 clusters Score -1.931337e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120091 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -19319802.000000 Penalty: 5951.519043
	Iteration 11F: 3 clusters Score -1.93198e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -19326660.000000 Penalty: 5951.519043
	Iteration 12F: 3 clusters Score -1.932666e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -19333334.000000 Penalty: 5951.519043
	Iteration 13F: 3 clusters Score -1.933333e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145825 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -19338904.000000 Penalty: 5951.519043
	Iteration 14Q: 3 clusters Score -1.93389e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -19342550.000000 Penalty: 5951.519043
	Iteration 15Q: 3 clusters Score -1.934255e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -19344666.000000 Penalty: 5951.519043
	Iteration 16Q: 3 clusters Score -1.934467e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -19345898.000000 Penalty: 5951.519043
	Iteration 17Q: 3 clusters Score -1.93459e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -19346600.000000 Penalty: 5951.519043
	Iteration 18Q: 3 clusters Score -1.93466e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160029 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -19346994.000000 Penalty: 5951.519043
	Iteration 19Q: 3 clusters Score -1.934699e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160521 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19347190.000000 Penalty: 5951.519043
	Iteration 20F: 3 clusters Score -1.934719e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160827 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19347322.000000 Penalty: 5951.519043
	Iteration 21Q: 3 clusters Score -1.934732e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19347404.000000 Penalty: 5951.519043
	Iteration 22Q: 3 clusters Score -1.93474e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19347476.000000 Penalty: 5951.519043
	Iteration 23Q: 3 clusters Score -1.934748e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19347526.000000 Penalty: 5951.519043
	Iteration 24Q: 3 clusters Score -1.934753e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19347546.000000 Penalty: 5951.519043
	Iteration 25Q: 3 clusters Score -1.934755e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19347562.000000 Penalty: 5951.519043
	Iteration 26Q: 3 clusters Score -1.934756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19347566.000000 Penalty: 5951.519043
	Iteration 27Q: 3 clusters Score -1.934757e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19347586.000000 Penalty: 5951.519043
	Iteration 28Q: 3 clusters Score -1.934759e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19347598.000000 Penalty: 5951.519043
	Iteration 29Q: 3 clusters Score -1.93476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19347614.000000 Penalty: 5951.519043
	Iteration 30Q: 3 clusters Score -1.934761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -19347600.000000 Penalty: 5951.519043
	Iteration 31Q: 3 clusters Score -1.93476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19347612.000000 Penalty: 5951.519043
	Iteration 32Q: 3 clusters Score -1.934761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -19347608.000000 Penalty: 5951.519043
	Iteration 33Q: 3 clusters Score -1.934761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161551 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19347608.000000 Penalty: 5951.519043
	Iteration 34Q: 3 clusters Score -1.934761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19347622.000000 Penalty: 5951.519043
	Iteration 35Q: 3 clusters Score -1.934762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19347636.000000 Penalty: 5951.519043
	Iteration 36Q: 3 clusters Score -1.934764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -19347648.000000 Penalty: 5951.519043
	Iteration 37Q: 3 clusters Score -1.934765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -19347652.000000 Penalty: 5951.519043
	Iteration 38Q: 3 clusters Score -1.934765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161585 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19347668.000000 Penalty: 5951.519043
	Iteration 39Q: 3 clusters Score -1.934767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161592 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -19347674.000000 Penalty: 5951.519043
	Iteration 40F: 3 clusters Score -1.934767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -19347678.000000 Penalty: 5951.519043
	Iteration 41Q: 3 clusters Score -1.934768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161603 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -19347670.000000 Penalty: 5951.519043
	Iteration 42Q: 3 clusters Score -1.934767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161615 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19347666.000000 Penalty: 5951.519043
	Iteration 43Q: 3 clusters Score -1.934767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19347656.000000 Penalty: 5951.519043
	Iteration 44Q: 3 clusters Score -1.934766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19347664.000000 Penalty: 5951.519043
	Iteration 45Q: 3 clusters Score -1.934766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161637 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19347664.000000 Penalty: 5951.519043
	Iteration 46Q: 3 clusters Score -1.934766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -19347672.000000 Penalty: 5951.519043
	Iteration 47Q: 3 clusters Score -1.934767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161653 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19347678.000000 Penalty: 5951.519043
	Iteration 48Q: 3 clusters Score -1.934768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161662 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19347696.000000 Penalty: 5951.519043
	Iteration 49Q: 3 clusters Score -1.93477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161667 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19347702.000000 Penalty: 5951.519043
	Iteration 50Q: 3 clusters Score -1.93477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -19347694.000000 Penalty: 5951.519043
	Iteration 51Q: 3 clusters Score -1.934769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19347690.000000 Penalty: 5951.519043
	Iteration 52Q: 3 clusters Score -1.934769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -19347690.000000 Penalty: 5951.519043
	Iteration 53Q: 3 clusters Score -1.934769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -19347696.000000 Penalty: 5951.519043
	Iteration 54Q: 3 clusters Score -1.93477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -19347696.000000 Penalty: 5951.519043
	Iteration 55Q: 3 clusters Score -1.93477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -19347694.000000 Penalty: 5951.519043
	Iteration 56Q: 3 clusters Score -1.934769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161686 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19347694.000000 Penalty: 5951.519043
	Iteration 57Q: 3 clusters Score -1.934769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161688 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19347700.000000 Penalty: 5951.519043
	Iteration 58Q: 3 clusters Score -1.93477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161689 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19347698.000000 Penalty: 5951.519043
	Iteration 59Q: 3 clusters Score -1.93477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161689 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19347698.000000 Penalty: 5951.519043
	Iteration 60F: 3 clusters Score -1.93477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93570 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 163964 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12464 members 
Mstep: Class 10 contains 30425 members 
Mstep: Class 11 contains 170432 members 
Mstep: Class 12 contains 58887 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 27667 members 
Mstep: Class 15 contains 48282 members 
Mstep: Class 16 contains 108845 members 
Mstep: Class 17 contains 75252 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17348 members 
Mstep: Class 20 contains 34723 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 7499 members 
Mstep: Class 24 contains 40287 members 
Mstep: Class 25 contains 243064 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173305 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11958 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 162597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571728.000000 Penalty: 124948.460938
Iteration 399Q: 36 clusters Score -2.055717e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 93544 members 
Mstep: Class 3 contains 41313 members 
Mstep: Class 4 contains 18438 members 
Mstep: Class 5 contains 22116 members 
Mstep: Class 6 contains 164008 members 
Mstep: Class 7 contains 81336 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12459 members 
Mstep: Class 10 contains 30422 members 
Mstep: Class 11 contains 170425 members 
Mstep: Class 12 contains 59040 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27660 members 
Mstep: Class 15 contains 48271 members 
Mstep: Class 16 contains 108827 members 
Mstep: Class 17 contains 75267 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17351 members 
Mstep: Class 20 contains 34777 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18754 members 
Mstep: Class 23 contains 7497 members 
Mstep: Class 24 contains 40290 members 
Mstep: Class 25 contains 243030 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173307 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11005 members 
Mstep: Class 33 contains 11963 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 162431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571520.000000 Penalty: 124948.460938
Iteration 400F: 36 clusters Score -2.055715e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 93510 members 
Mstep: Class 3 contains 41313 members 
Mstep: Class 4 contains 18436 members 
Mstep: Class 5 contains 22119 members 
Mstep: Class 6 contains 164103 members 
Mstep: Class 7 contains 81334 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12448 members 
Mstep: Class 10 contains 30420 members 
Mstep: Class 11 contains 170420 members 
Mstep: Class 12 contains 59160 members 
Mstep: Class 13 contains 70610 members 
Mstep: Class 14 contains 27650 members 
Mstep: Class 15 contains 48263 members 
Mstep: Class 16 contains 108803 members 
Mstep: Class 17 contains 75274 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17353 members 
Mstep: Class 20 contains 34823 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18774 members 
Mstep: Class 23 contains 7497 members 
Mstep: Class 24 contains 40292 members 
Mstep: Class 25 contains 242990 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173312 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11969 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 162267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571328.000000 Penalty: 124948.460938
Iteration 401Q: 36 clusters Score -2.055713e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 93489 members 
Mstep: Class 3 contains 41313 members 
Mstep: Class 4 contains 18436 members 
Mstep: Class 5 contains 22117 members 
Mstep: Class 6 contains 164200 members 
Mstep: Class 7 contains 81332 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12442 members 
Mstep: Class 10 contains 30417 members 
Mstep: Class 11 contains 170426 members 
Mstep: Class 12 contains 59255 members 
Mstep: Class 13 contains 70613 members 
Mstep: Class 14 contains 27628 members 
Mstep: Class 15 contains 48254 members 
Mstep: Class 16 contains 108791 members 
Mstep: Class 17 contains 75287 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17347 members 
Mstep: Class 20 contains 34864 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18787 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 40285 members 
Mstep: Class 25 contains 242937 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173315 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11007 members 
Mstep: Class 33 contains 11971 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 162134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571488.000000 Penalty: 124948.460938
Iteration 402Q: 36 clusters Score -2.055715e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 93481 members 
Mstep: Class 3 contains 41313 members 
Mstep: Class 4 contains 18440 members 
Mstep: Class 5 contains 22110 members 
Mstep: Class 6 contains 164279 members 
Mstep: Class 7 contains 81331 members 
Mstep: Class 8 contains 7322 members 
Mstep: Class 9 contains 12439 members 
Mstep: Class 10 contains 30413 members 
Mstep: Class 11 contains 170430 members 
Mstep: Class 12 contains 59372 members 
Mstep: Class 13 contains 70614 members 
Mstep: Class 14 contains 27609 members 
Mstep: Class 15 contains 48250 members 
Mstep: Class 16 contains 108787 members 
Mstep: Class 17 contains 75301 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 34912 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18806 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40285 members 
Mstep: Class 25 contains 242885 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173315 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 11974 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 161960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571520.000000 Penalty: 124948.460938
Iteration 403Q: 36 clusters Score -2.055715e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 93474 members 
Mstep: Class 3 contains 41313 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22108 members 
Mstep: Class 6 contains 164404 members 
Mstep: Class 7 contains 81336 members 
Mstep: Class 8 contains 7322 members 
Mstep: Class 9 contains 12440 members 
Mstep: Class 10 contains 30407 members 
Mstep: Class 11 contains 170432 members 
Mstep: Class 12 contains 59507 members 
Mstep: Class 13 contains 70614 members 
Mstep: Class 14 contains 27584 members 
Mstep: Class 15 contains 48244 members 
Mstep: Class 16 contains 108776 members 
Mstep: Class 17 contains 75307 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17329 members 
Mstep: Class 20 contains 34941 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18820 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40286 members 
Mstep: Class 25 contains 242838 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173313 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11012 members 
Mstep: Class 33 contains 11976 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 161750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571536.000000 Penalty: 124948.460938
Iteration 404Q: 36 clusters Score -2.055715e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 93454 members 
Mstep: Class 3 contains 41312 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22113 members 
Mstep: Class 6 contains 164527 members 
Mstep: Class 7 contains 81341 members 
Mstep: Class 8 contains 7322 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 30406 members 
Mstep: Class 11 contains 170439 members 
Mstep: Class 12 contains 59615 members 
Mstep: Class 13 contains 70615 members 
Mstep: Class 14 contains 27559 members 
Mstep: Class 15 contains 48242 members 
Mstep: Class 16 contains 108759 members 
Mstep: Class 17 contains 75305 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17326 members 
Mstep: Class 20 contains 34965 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18833 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40288 members 
Mstep: Class 25 contains 242801 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173314 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11011 members 
Mstep: Class 33 contains 11978 members 
Mstep: Class 34 contains 5655 members 
Mstep: Class 35 contains 161560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571968.000000 Penalty: 124948.460938
Iteration 405Q: 36 clusters Score -2.05572e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 93430 members 
Mstep: Class 3 contains 41312 members 
Mstep: Class 4 contains 18438 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 164642 members 
Mstep: Class 7 contains 81346 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12440 members 
Mstep: Class 10 contains 30400 members 
Mstep: Class 11 contains 170445 members 
Mstep: Class 12 contains 59725 members 
Mstep: Class 13 contains 70614 members 
Mstep: Class 14 contains 27554 members 
Mstep: Class 15 contains 48233 members 
Mstep: Class 16 contains 108762 members 
Mstep: Class 17 contains 75310 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17317 members 
Mstep: Class 20 contains 34995 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18847 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40286 members 
Mstep: Class 25 contains 242764 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173320 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11011 members 
Mstep: Class 33 contains 11977 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 161359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571904.000000 Penalty: 124948.460938
Iteration 406Q: 36 clusters Score -2.055719e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 93422 members 
Mstep: Class 3 contains 41314 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 22112 members 
Mstep: Class 6 contains 164738 members 
Mstep: Class 7 contains 81354 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12440 members 
Mstep: Class 10 contains 30400 members 
Mstep: Class 11 contains 170449 members 
Mstep: Class 12 contains 59836 members 
Mstep: Class 13 contains 70608 members 
Mstep: Class 14 contains 27544 members 
Mstep: Class 15 contains 48231 members 
Mstep: Class 16 contains 108744 members 
Mstep: Class 17 contains 75315 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17318 members 
Mstep: Class 20 contains 35029 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18851 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40286 members 
Mstep: Class 25 contains 242726 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173320 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4356 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11012 members 
Mstep: Class 33 contains 11977 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 161175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571936.000000 Penalty: 124948.460938
Iteration 407Q: 36 clusters Score -2.055719e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 93412 members 
Mstep: Class 3 contains 41316 members 
Mstep: Class 4 contains 18440 members 
Mstep: Class 5 contains 22113 members 
Mstep: Class 6 contains 164812 members 
Mstep: Class 7 contains 81352 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12444 members 
Mstep: Class 10 contains 30395 members 
Mstep: Class 11 contains 170447 members 
Mstep: Class 12 contains 59942 members 
Mstep: Class 13 contains 70610 members 
Mstep: Class 14 contains 27538 members 
Mstep: Class 15 contains 48228 members 
Mstep: Class 16 contains 108734 members 
Mstep: Class 17 contains 75322 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17318 members 
Mstep: Class 20 contains 35052 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18870 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 40286 members 
Mstep: Class 25 contains 242681 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173323 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11008 members 
Mstep: Class 33 contains 11980 members 
Mstep: Class 34 contains 5652 members 
Mstep: Class 35 contains 161019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571760.000000 Penalty: 124948.460938
Iteration 408Q: 36 clusters Score -2.055718e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 93411 members 
Mstep: Class 3 contains 41314 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 22122 members 
Mstep: Class 6 contains 164841 members 
Mstep: Class 7 contains 81354 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 30392 members 
Mstep: Class 11 contains 170437 members 
Mstep: Class 12 contains 60038 members 
Mstep: Class 13 contains 70609 members 
Mstep: Class 14 contains 27523 members 
Mstep: Class 15 contains 48230 members 
Mstep: Class 16 contains 108729 members 
Mstep: Class 17 contains 75325 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17318 members 
Mstep: Class 20 contains 35087 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18876 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40283 members 
Mstep: Class 25 contains 242635 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173329 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11008 members 
Mstep: Class 33 contains 11984 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 160912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571856.000000 Penalty: 124948.460938
Iteration 409Q: 36 clusters Score -2.055719e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 93407 members 
Mstep: Class 3 contains 41314 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 22125 members 
Mstep: Class 6 contains 164861 members 
Mstep: Class 7 contains 81343 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12437 members 
Mstep: Class 10 contains 30390 members 
Mstep: Class 11 contains 170440 members 
Mstep: Class 12 contains 60126 members 
Mstep: Class 13 contains 70611 members 
Mstep: Class 14 contains 27518 members 
Mstep: Class 15 contains 48231 members 
Mstep: Class 16 contains 108722 members 
Mstep: Class 17 contains 75328 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17315 members 
Mstep: Class 20 contains 35119 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18873 members 
Mstep: Class 23 contains 7494 members 
Mstep: Class 24 contains 40284 members 
Mstep: Class 25 contains 242584 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173331 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11008 members 
Mstep: Class 33 contains 11987 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 160851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571952.000000 Penalty: 124948.460938
Iteration 410Q: 36 clusters Score -2.05572e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 93396 members 
Mstep: Class 3 contains 41316 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 22124 members 
Mstep: Class 6 contains 164909 members 
Mstep: Class 7 contains 81337 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12426 members 
Mstep: Class 10 contains 30387 members 
Mstep: Class 11 contains 170441 members 
Mstep: Class 12 contains 60221 members 
Mstep: Class 13 contains 70613 members 
Mstep: Class 14 contains 27502 members 
Mstep: Class 15 contains 48228 members 
Mstep: Class 16 contains 108727 members 
Mstep: Class 17 contains 75333 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17312 members 
Mstep: Class 20 contains 35149 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18870 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 40280 members 
Mstep: Class 25 contains 242536 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173331 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11005 members 
Mstep: Class 33 contains 11991 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 160768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571984.000000 Penalty: 124948.460938
Iteration 411Q: 36 clusters Score -2.05572e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 93393 members 
Mstep: Class 3 contains 41321 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 165008 members 
Mstep: Class 7 contains 81331 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 12425 members 
Mstep: Class 10 contains 30385 members 
Mstep: Class 11 contains 170443 members 
Mstep: Class 12 contains 60317 members 
Mstep: Class 13 contains 70612 members 
Mstep: Class 14 contains 27488 members 
Mstep: Class 15 contains 48228 members 
Mstep: Class 16 contains 108730 members 
Mstep: Class 17 contains 75333 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17313 members 
Mstep: Class 20 contains 35172 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18865 members 
Mstep: Class 23 contains 7495 members 
Mstep: Class 24 contains 40274 members 
Mstep: Class 25 contains 242496 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173339 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 11995 members 
Mstep: Class 34 contains 5657 members 
Mstep: Class 35 contains 160605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572320.000000 Penalty: 124948.460938
Iteration 412Q: 36 clusters Score -2.055723e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 93373 members 
Mstep: Class 3 contains 41320 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 165135 members 
Mstep: Class 7 contains 81332 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12427 members 
Mstep: Class 10 contains 30385 members 
Mstep: Class 11 contains 170446 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 70613 members 
Mstep: Class 14 contains 27476 members 
Mstep: Class 15 contains 48224 members 
Mstep: Class 16 contains 108727 members 
Mstep: Class 17 contains 75341 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17312 members 
Mstep: Class 20 contains 35184 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18868 members 
Mstep: Class 23 contains 7495 members 
Mstep: Class 24 contains 40275 members 
Mstep: Class 25 contains 242443 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173342 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 11995 members 
Mstep: Class 34 contains 5657 members 
Mstep: Class 35 contains 160443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572528.000000 Penalty: 124948.460938
Iteration 413Q: 36 clusters Score -2.055725e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 93354 members 
Mstep: Class 3 contains 41318 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 22126 members 
Mstep: Class 6 contains 165192 members 
Mstep: Class 7 contains 81335 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 30383 members 
Mstep: Class 11 contains 170443 members 
Mstep: Class 12 contains 60495 members 
Mstep: Class 13 contains 70612 members 
Mstep: Class 14 contains 27476 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 108714 members 
Mstep: Class 17 contains 75356 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17312 members 
Mstep: Class 20 contains 35216 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18878 members 
Mstep: Class 23 contains 7495 members 
Mstep: Class 24 contains 40270 members 
Mstep: Class 25 contains 242394 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173341 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11003 members 
Mstep: Class 33 contains 11997 members 
Mstep: Class 34 contains 5657 members 
Mstep: Class 35 contains 160327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572752.000000 Penalty: 124948.460938
Iteration 414Q: 36 clusters Score -2.055728e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 93348 members 
Mstep: Class 3 contains 41316 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 22130 members 
Mstep: Class 6 contains 165276 members 
Mstep: Class 7 contains 81335 members 
Mstep: Class 8 contains 7324 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 30377 members 
Mstep: Class 11 contains 170446 members 
Mstep: Class 12 contains 60589 members 
Mstep: Class 13 contains 70611 members 
Mstep: Class 14 contains 27476 members 
Mstep: Class 15 contains 48209 members 
Mstep: Class 16 contains 108701 members 
Mstep: Class 17 contains 75367 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 35245 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18893 members 
Mstep: Class 23 contains 7495 members 
Mstep: Class 24 contains 40266 members 
Mstep: Class 25 contains 242334 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173339 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 12001 members 
Mstep: Class 34 contains 5656 members 
Mstep: Class 35 contains 160181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572624.000000 Penalty: 124948.460938
Iteration 415Q: 36 clusters Score -2.055726e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 93356 members 
Mstep: Class 3 contains 41316 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 22134 members 
Mstep: Class 6 contains 165362 members 
Mstep: Class 7 contains 81333 members 
Mstep: Class 8 contains 7325 members 
Mstep: Class 9 contains 12440 members 
Mstep: Class 10 contains 30372 members 
Mstep: Class 11 contains 170449 members 
Mstep: Class 12 contains 60678 members 
Mstep: Class 13 contains 70610 members 
Mstep: Class 14 contains 27459 members 
Mstep: Class 15 contains 48208 members 
Mstep: Class 16 contains 108697 members 
Mstep: Class 17 contains 75375 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17311 members 
Mstep: Class 20 contains 35253 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 7497 members 
Mstep: Class 24 contains 40264 members 
Mstep: Class 25 contains 242291 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173339 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11000 members 
Mstep: Class 33 contains 12004 members 
Mstep: Class 34 contains 5656 members 
Mstep: Class 35 contains 160033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572320.000000 Penalty: 124948.460938
Iteration 416Q: 36 clusters Score -2.055723e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 93357 members 
Mstep: Class 3 contains 41319 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 22138 members 
Mstep: Class 6 contains 165431 members 
Mstep: Class 7 contains 81339 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 12443 members 
Mstep: Class 10 contains 30366 members 
Mstep: Class 11 contains 170448 members 
Mstep: Class 12 contains 60772 members 
Mstep: Class 13 contains 70607 members 
Mstep: Class 14 contains 27460 members 
Mstep: Class 15 contains 48205 members 
Mstep: Class 16 contains 108686 members 
Mstep: Class 17 contains 75385 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 35276 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18904 members 
Mstep: Class 23 contains 7498 members 
Mstep: Class 24 contains 40256 members 
Mstep: Class 25 contains 242245 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173339 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10999 members 
Mstep: Class 33 contains 12004 members 
Mstep: Class 34 contains 5657 members 
Mstep: Class 35 contains 159888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572064.000000 Penalty: 124948.460938
Iteration 417Q: 36 clusters Score -2.055721e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 93354 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 22142 members 
Mstep: Class 6 contains 165466 members 
Mstep: Class 7 contains 81342 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 30361 members 
Mstep: Class 11 contains 170449 members 
Mstep: Class 12 contains 60865 members 
Mstep: Class 13 contains 70607 members 
Mstep: Class 14 contains 27455 members 
Mstep: Class 15 contains 48206 members 
Mstep: Class 16 contains 108685 members 
Mstep: Class 17 contains 75387 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17306 members 
Mstep: Class 20 contains 35307 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18920 members 
Mstep: Class 23 contains 7500 members 
Mstep: Class 24 contains 40246 members 
Mstep: Class 25 contains 242195 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173341 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 11001 members 
Mstep: Class 33 contains 12004 members 
Mstep: Class 34 contains 5658 members 
Mstep: Class 35 contains 159770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572304.000000 Penalty: 124948.460938
Iteration 418Q: 36 clusters Score -2.055723e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 93341 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18432 members 
Mstep: Class 5 contains 22141 members 
Mstep: Class 6 contains 165452 members 
Mstep: Class 7 contains 81351 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 12437 members 
Mstep: Class 10 contains 30355 members 
Mstep: Class 11 contains 170450 members 
Mstep: Class 12 contains 60951 members 
Mstep: Class 13 contains 70607 members 
Mstep: Class 14 contains 27443 members 
Mstep: Class 15 contains 48213 members 
Mstep: Class 16 contains 108688 members 
Mstep: Class 17 contains 75394 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17306 members 
Mstep: Class 20 contains 35337 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18932 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 40236 members 
Mstep: Class 25 contains 242162 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173348 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10998 members 
Mstep: Class 33 contains 12001 members 
Mstep: Class 34 contains 5658 members 
Mstep: Class 35 contains 159706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572336.000000 Penalty: 124948.460938
Iteration 419Q: 36 clusters Score -2.055723e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 93331 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18435 members 
Mstep: Class 5 contains 22153 members 
Mstep: Class 6 contains 165430 members 
Mstep: Class 7 contains 81356 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 12428 members 
Mstep: Class 10 contains 30350 members 
Mstep: Class 11 contains 170452 members 
Mstep: Class 12 contains 61021 members 
Mstep: Class 13 contains 70608 members 
Mstep: Class 14 contains 27429 members 
Mstep: Class 15 contains 48216 members 
Mstep: Class 16 contains 108699 members 
Mstep: Class 17 contains 75407 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17300 members 
Mstep: Class 20 contains 35370 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18930 members 
Mstep: Class 23 contains 7502 members 
Mstep: Class 24 contains 40224 members 
Mstep: Class 25 contains 242102 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173345 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10998 members 
Mstep: Class 33 contains 12000 members 
Mstep: Class 34 contains 5657 members 
Mstep: Class 35 contains 159703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572304.000000 Penalty: 124948.460938
Iteration 420F: 36 clusters Score -2.055723e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 93316 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18433 members 
Mstep: Class 5 contains 22162 members 
Mstep: Class 6 contains 165359 members 
Mstep: Class 7 contains 81362 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 12424 members 
Mstep: Class 10 contains 30343 members 
Mstep: Class 11 contains 170448 members 
Mstep: Class 12 contains 61089 members 
Mstep: Class 13 contains 70604 members 
Mstep: Class 14 contains 27411 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 108700 members 
Mstep: Class 17 contains 75422 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17293 members 
Mstep: Class 20 contains 35393 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18927 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40220 members 
Mstep: Class 25 contains 242056 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173347 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10996 members 
Mstep: Class 33 contains 11998 members 
Mstep: Class 34 contains 5658 members 
Mstep: Class 35 contains 159759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572240.000000 Penalty: 124948.460938
Iteration 421Q: 36 clusters Score -2.055722e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 93308 members 
Mstep: Class 3 contains 41327 members 
Mstep: Class 4 contains 18435 members 
Mstep: Class 5 contains 22162 members 
Mstep: Class 6 contains 165281 members 
Mstep: Class 7 contains 81370 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 12418 members 
Mstep: Class 10 contains 30337 members 
Mstep: Class 11 contains 170447 members 
Mstep: Class 12 contains 61168 members 
Mstep: Class 13 contains 70598 members 
Mstep: Class 14 contains 27399 members 
Mstep: Class 15 contains 48224 members 
Mstep: Class 16 contains 108698 members 
Mstep: Class 17 contains 75433 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17289 members 
Mstep: Class 20 contains 35411 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18930 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40211 members 
Mstep: Class 25 contains 242013 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173353 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4349 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10994 members 
Mstep: Class 33 contains 11999 members 
Mstep: Class 34 contains 5657 members 
Mstep: Class 35 contains 159805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572352.000000 Penalty: 124948.460938
Iteration 422Q: 36 clusters Score -2.055724e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 93289 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18438 members 
Mstep: Class 5 contains 22167 members 
Mstep: Class 6 contains 165226 members 
Mstep: Class 7 contains 81373 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 12409 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 170449 members 
Mstep: Class 12 contains 61253 members 
Mstep: Class 13 contains 70603 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 108702 members 
Mstep: Class 17 contains 75434 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17284 members 
Mstep: Class 20 contains 35419 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18928 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40191 members 
Mstep: Class 25 contains 241981 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173353 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4346 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10995 members 
Mstep: Class 33 contains 12005 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 159843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572384.000000 Penalty: 124948.460938
Iteration 423Q: 36 clusters Score -2.055724e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 93270 members 
Mstep: Class 3 contains 41323 members 
Mstep: Class 4 contains 18443 members 
Mstep: Class 5 contains 22169 members 
Mstep: Class 6 contains 165196 members 
Mstep: Class 7 contains 81367 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 12396 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 170448 members 
Mstep: Class 12 contains 61358 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 27361 members 
Mstep: Class 15 contains 48216 members 
Mstep: Class 16 contains 108709 members 
Mstep: Class 17 contains 75440 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17280 members 
Mstep: Class 20 contains 35433 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18935 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40181 members 
Mstep: Class 25 contains 241949 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173354 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4344 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10992 members 
Mstep: Class 33 contains 12006 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 159850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572560.000000 Penalty: 124948.460938
Iteration 424Q: 36 clusters Score -2.055726e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 93247 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 18449 members 
Mstep: Class 5 contains 22172 members 
Mstep: Class 6 contains 165182 members 
Mstep: Class 7 contains 81363 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 12395 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 170447 members 
Mstep: Class 12 contains 61450 members 
Mstep: Class 13 contains 70603 members 
Mstep: Class 14 contains 27351 members 
Mstep: Class 15 contains 48203 members 
Mstep: Class 16 contains 108712 members 
Mstep: Class 17 contains 75445 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17280 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18934 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40183 members 
Mstep: Class 25 contains 241898 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173351 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4343 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10990 members 
Mstep: Class 33 contains 12009 members 
Mstep: Class 34 contains 5666 members 
Mstep: Class 35 contains 159840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572560.000000 Penalty: 124948.460938
Iteration 425Q: 36 clusters Score -2.055726e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 93240 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 18459 members 
Mstep: Class 5 contains 22189 members 
Mstep: Class 6 contains 165113 members 
Mstep: Class 7 contains 81360 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 12404 members 
Mstep: Class 10 contains 30322 members 
Mstep: Class 11 contains 170447 members 
Mstep: Class 12 contains 61546 members 
Mstep: Class 13 contains 70607 members 
Mstep: Class 14 contains 27335 members 
Mstep: Class 15 contains 48193 members 
Mstep: Class 16 contains 108725 members 
Mstep: Class 17 contains 75454 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17278 members 
Mstep: Class 20 contains 35456 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18946 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40182 members 
Mstep: Class 25 contains 241847 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173352 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4339 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10992 members 
Mstep: Class 33 contains 12012 members 
Mstep: Class 34 contains 5665 members 
Mstep: Class 35 contains 159834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572832.000000 Penalty: 124948.460938
Iteration 426Q: 36 clusters Score -2.055728e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 93226 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18461 members 
Mstep: Class 5 contains 22197 members 
Mstep: Class 6 contains 164992 members 
Mstep: Class 7 contains 81364 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 30320 members 
Mstep: Class 11 contains 170453 members 
Mstep: Class 12 contains 61631 members 
Mstep: Class 13 contains 70609 members 
Mstep: Class 14 contains 27324 members 
Mstep: Class 15 contains 48186 members 
Mstep: Class 16 contains 108727 members 
Mstep: Class 17 contains 75464 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17272 members 
Mstep: Class 20 contains 35467 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18955 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40180 members 
Mstep: Class 25 contains 241806 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173351 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4337 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10991 members 
Mstep: Class 33 contains 12013 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 159903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572832.000000 Penalty: 124948.460938
Iteration 427Q: 36 clusters Score -2.055728e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 93199 members 
Mstep: Class 3 contains 41329 members 
Mstep: Class 4 contains 18469 members 
Mstep: Class 5 contains 22194 members 
Mstep: Class 6 contains 164889 members 
Mstep: Class 7 contains 81364 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 12402 members 
Mstep: Class 10 contains 30316 members 
Mstep: Class 11 contains 170459 members 
Mstep: Class 12 contains 61716 members 
Mstep: Class 13 contains 70608 members 
Mstep: Class 14 contains 27316 members 
Mstep: Class 15 contains 48191 members 
Mstep: Class 16 contains 108733 members 
Mstep: Class 17 contains 75484 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17269 members 
Mstep: Class 20 contains 35480 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18957 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40171 members 
Mstep: Class 25 contains 241750 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173345 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4337 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10986 members 
Mstep: Class 33 contains 12015 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 159978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573024.000000 Penalty: 124948.460938
Iteration 428Q: 36 clusters Score -2.05573e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 93180 members 
Mstep: Class 3 contains 41331 members 
Mstep: Class 4 contains 18468 members 
Mstep: Class 5 contains 22202 members 
Mstep: Class 6 contains 164809 members 
Mstep: Class 7 contains 81369 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 12403 members 
Mstep: Class 10 contains 30311 members 
Mstep: Class 11 contains 170467 members 
Mstep: Class 12 contains 61807 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27317 members 
Mstep: Class 15 contains 48187 members 
Mstep: Class 16 contains 108739 members 
Mstep: Class 17 contains 75491 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17252 members 
Mstep: Class 20 contains 35480 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40165 members 
Mstep: Class 25 contains 241717 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173343 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4334 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 12017 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 160016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572768.000000 Penalty: 124948.460938
Iteration 429Q: 36 clusters Score -2.055728e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 93152 members 
Mstep: Class 3 contains 41333 members 
Mstep: Class 4 contains 18472 members 
Mstep: Class 5 contains 22207 members 
Mstep: Class 6 contains 164720 members 
Mstep: Class 7 contains 81373 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 12407 members 
Mstep: Class 10 contains 30306 members 
Mstep: Class 11 contains 170469 members 
Mstep: Class 12 contains 61890 members 
Mstep: Class 13 contains 70603 members 
Mstep: Class 14 contains 27305 members 
Mstep: Class 15 contains 48179 members 
Mstep: Class 16 contains 108748 members 
Mstep: Class 17 contains 75496 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17250 members 
Mstep: Class 20 contains 35474 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18956 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40165 members 
Mstep: Class 25 contains 241681 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173344 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4331 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10979 members 
Mstep: Class 33 contains 12021 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 160098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572896.000000 Penalty: 124948.460938
Iteration 430Q: 36 clusters Score -2.055729e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 93124 members 
Mstep: Class 3 contains 41334 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 22214 members 
Mstep: Class 6 contains 164619 members 
Mstep: Class 7 contains 81379 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 12408 members 
Mstep: Class 10 contains 30300 members 
Mstep: Class 11 contains 170471 members 
Mstep: Class 12 contains 61949 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27306 members 
Mstep: Class 15 contains 48167 members 
Mstep: Class 16 contains 108750 members 
Mstep: Class 17 contains 75500 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17245 members 
Mstep: Class 20 contains 35464 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7502 members 
Mstep: Class 24 contains 40159 members 
Mstep: Class 25 contains 241651 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173345 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4331 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 12019 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 160195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572672.000000 Penalty: 124948.460938
Iteration 431Q: 36 clusters Score -2.055727e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 93097 members 
Mstep: Class 3 contains 41330 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 22221 members 
Mstep: Class 6 contains 164519 members 
Mstep: Class 7 contains 81384 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 30296 members 
Mstep: Class 11 contains 170472 members 
Mstep: Class 12 contains 62026 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27296 members 
Mstep: Class 15 contains 48163 members 
Mstep: Class 16 contains 108768 members 
Mstep: Class 17 contains 75503 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17241 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 7502 members 
Mstep: Class 24 contains 40155 members 
Mstep: Class 25 contains 241628 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173346 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4333 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 12018 members 
Mstep: Class 34 contains 5658 members 
Mstep: Class 35 contains 160279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572784.000000 Penalty: 124948.460938
Iteration 432Q: 36 clusters Score -2.055728e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 93081 members 
Mstep: Class 3 contains 41334 members 
Mstep: Class 4 contains 18483 members 
Mstep: Class 5 contains 22237 members 
Mstep: Class 6 contains 164431 members 
Mstep: Class 7 contains 81389 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 12411 members 
Mstep: Class 10 contains 30292 members 
Mstep: Class 11 contains 170471 members 
Mstep: Class 12 contains 62082 members 
Mstep: Class 13 contains 70603 members 
Mstep: Class 14 contains 27296 members 
Mstep: Class 15 contains 48159 members 
Mstep: Class 16 contains 108775 members 
Mstep: Class 17 contains 75510 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17235 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18972 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 40154 members 
Mstep: Class 25 contains 241603 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173343 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4333 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 160334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572400.000000 Penalty: 124948.460938
Iteration 433Q: 36 clusters Score -2.055724e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 93055 members 
Mstep: Class 3 contains 41334 members 
Mstep: Class 4 contains 18484 members 
Mstep: Class 5 contains 22253 members 
Mstep: Class 6 contains 164343 members 
Mstep: Class 7 contains 81391 members 
Mstep: Class 8 contains 7334 members 
Mstep: Class 9 contains 12420 members 
Mstep: Class 10 contains 30292 members 
Mstep: Class 11 contains 170474 members 
Mstep: Class 12 contains 62129 members 
Mstep: Class 13 contains 70603 members 
Mstep: Class 14 contains 27300 members 
Mstep: Class 15 contains 48159 members 
Mstep: Class 16 contains 108784 members 
Mstep: Class 17 contains 75519 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 35444 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18977 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 40150 members 
Mstep: Class 25 contains 241573 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173343 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4329 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 160390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571920.000000 Penalty: 124948.460938
Iteration 434Q: 36 clusters Score -2.055719e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 93045 members 
Mstep: Class 3 contains 41335 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 164282 members 
Mstep: Class 7 contains 81393 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 30289 members 
Mstep: Class 11 contains 170486 members 
Mstep: Class 12 contains 62161 members 
Mstep: Class 13 contains 70604 members 
Mstep: Class 14 contains 27289 members 
Mstep: Class 15 contains 48161 members 
Mstep: Class 16 contains 108799 members 
Mstep: Class 17 contains 75526 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 35445 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 7501 members 
Mstep: Class 24 contains 40144 members 
Mstep: Class 25 contains 241552 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173347 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4327 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 12018 members 
Mstep: Class 34 contains 5666 members 
Mstep: Class 35 contains 160418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571968.000000 Penalty: 124948.460938
Iteration 435Q: 36 clusters Score -2.05572e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 93038 members 
Mstep: Class 3 contains 41338 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 22269 members 
Mstep: Class 6 contains 164241 members 
Mstep: Class 7 contains 81391 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 12446 members 
Mstep: Class 10 contains 30288 members 
Mstep: Class 11 contains 170495 members 
Mstep: Class 12 contains 62192 members 
Mstep: Class 13 contains 70603 members 
Mstep: Class 14 contains 27287 members 
Mstep: Class 15 contains 48160 members 
Mstep: Class 16 contains 108790 members 
Mstep: Class 17 contains 75539 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 35438 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 7502 members 
Mstep: Class 24 contains 40145 members 
Mstep: Class 25 contains 241513 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173346 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4324 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 12022 members 
Mstep: Class 34 contains 5671 members 
Mstep: Class 35 contains 160463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572064.000000 Penalty: 124948.460938
Iteration 436Q: 36 clusters Score -2.055721e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93034 members 
Mstep: Class 3 contains 41339 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 22272 members 
Mstep: Class 6 contains 164194 members 
Mstep: Class 7 contains 81392 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 12460 members 
Mstep: Class 10 contains 30285 members 
Mstep: Class 11 contains 170493 members 
Mstep: Class 12 contains 62239 members 
Mstep: Class 13 contains 70602 members 
Mstep: Class 14 contains 27285 members 
Mstep: Class 15 contains 48157 members 
Mstep: Class 16 contains 108786 members 
Mstep: Class 17 contains 75550 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18970 members 
Mstep: Class 23 contains 7502 members 
Mstep: Class 24 contains 40150 members 
Mstep: Class 25 contains 241476 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173348 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4320 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 12024 members 
Mstep: Class 34 contains 5671 members 
Mstep: Class 35 contains 160491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572176.000000 Penalty: 124948.460938
Iteration 437Q: 36 clusters Score -2.055722e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 93037 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 22284 members 
Mstep: Class 6 contains 164131 members 
Mstep: Class 7 contains 81395 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 12467 members 
Mstep: Class 10 contains 30282 members 
Mstep: Class 11 contains 170490 members 
Mstep: Class 12 contains 62284 members 
Mstep: Class 13 contains 70600 members 
Mstep: Class 14 contains 27288 members 
Mstep: Class 15 contains 48153 members 
Mstep: Class 16 contains 108779 members 
Mstep: Class 17 contains 75557 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17191 members 
Mstep: Class 20 contains 35433 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18970 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40151 members 
Mstep: Class 25 contains 241450 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173351 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 12022 members 
Mstep: Class 34 contains 5676 members 
Mstep: Class 35 contains 160514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572400.000000 Penalty: 124948.460938
Iteration 438Q: 36 clusters Score -2.055724e+08 nChanged 827
Entering ConstructFrom: 
Score: -205572400.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (13167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Entering Unmasked Estep 
Score: -1505873.500000 Penalty: 2352.396240
	Iteration 0F: 2 clusters Score -1505874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1496198.375000 Penalty: 4704.792480
	Iteration 0F: 3 clusters Score -1496198 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1499223.625000 Penalty: 4704.792480
	Iteration 1F: 3 clusters Score -1499224 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1499730.750000 Penalty: 4704.792480
	Iteration 2F: 3 clusters Score -1499731 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1500174.750000 Penalty: 4704.792480
	Iteration 3F: 3 clusters Score -1500175 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1500605.625000 Penalty: 4704.792480
	Iteration 4F: 3 clusters Score -1500606 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1501022.250000 Penalty: 4704.792480
	Iteration 5F: 3 clusters Score -1501022 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1501398.875000 Penalty: 4704.792480
	Iteration 6Q: 3 clusters Score -1501399 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1501727.750000 Penalty: 4704.792480
	Iteration 7Q: 3 clusters Score -1501728 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1502056.250000 Penalty: 4704.792480
	Iteration 8Q: 3 clusters Score -1502056 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1502397.750000 Penalty: 4704.792480
	Iteration 9Q: 3 clusters Score -1502398 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1502703.000000 Penalty: 4704.792480
	Iteration 10Q: 3 clusters Score -1502703 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1502943.125000 Penalty: 4704.792480
	Iteration 11Q: 3 clusters Score -1502943 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1503163.500000 Penalty: 4704.792480
	Iteration 12Q: 3 clusters Score -1503164 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1503382.750000 Penalty: 4704.792480
	Iteration 13Q: 3 clusters Score -1503383 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1503593.125000 Penalty: 4704.792480
	Iteration 14Q: 3 clusters Score -1503593 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1503782.250000 Penalty: 4704.792480
	Iteration 15Q: 3 clusters Score -1503782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1503915.750000 Penalty: 4704.792480
	Iteration 16Q: 3 clusters Score -1503916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1504011.500000 Penalty: 4704.792480
	Iteration 17Q: 3 clusters Score -1504012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1504084.750000 Penalty: 4704.792480
	Iteration 18Q: 3 clusters Score -1504085 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1504134.375000 Penalty: 4704.792480
	Iteration 19Q: 3 clusters Score -1504134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1504177.000000 Penalty: 4704.792480
	Iteration 20F: 3 clusters Score -1504177 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1504221.500000 Penalty: 4704.792480
	Iteration 21Q: 3 clusters Score -1504222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1504258.000000 Penalty: 4704.792480
	Iteration 22Q: 3 clusters Score -1504258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1504292.125000 Penalty: 4704.792480
	Iteration 23Q: 3 clusters Score -1504292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1504303.500000 Penalty: 4704.792480
	Iteration 24Q: 3 clusters Score -1504304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1504322.125000 Penalty: 4704.792480
	Iteration 25Q: 3 clusters Score -1504322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1504343.375000 Penalty: 4704.792480
	Iteration 26Q: 3 clusters Score -1504343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1504358.375000 Penalty: 4704.792480
	Iteration 27Q: 3 clusters Score -1504358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1504366.750000 Penalty: 4704.792480
	Iteration 28Q: 3 clusters Score -1504367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1504368.500000 Penalty: 4704.792480
	Iteration 29Q: 3 clusters Score -1504368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1504380.500000 Penalty: 4704.792480
	Iteration 30Q: 3 clusters Score -1504380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1504391.125000 Penalty: 4704.792480
	Iteration 31Q: 3 clusters Score -1504391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1504404.750000 Penalty: 4704.792480
	Iteration 32Q: 3 clusters Score -1504405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1504410.000000 Penalty: 4704.792480
	Iteration 33Q: 3 clusters Score -1504410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1504420.875000 Penalty: 4704.792480
	Iteration 34Q: 3 clusters Score -1504421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1504429.750000 Penalty: 4704.792480
	Iteration 35Q: 3 clusters Score -1504430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1504443.750000 Penalty: 4704.792480
	Iteration 36Q: 3 clusters Score -1504444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1504453.125000 Penalty: 4704.792480
	Iteration 37Q: 3 clusters Score -1504453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1504459.000000 Penalty: 4704.792480
	Iteration 38Q: 3 clusters Score -1504459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1504465.875000 Penalty: 4704.792480
	Iteration 39Q: 3 clusters Score -1504466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1504474.875000 Penalty: 4704.792480
	Iteration 40F: 3 clusters Score -1504475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1504480.250000 Penalty: 4704.792480
	Iteration 41Q: 3 clusters Score -1504480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1504485.250000 Penalty: 4704.792480
	Iteration 42Q: 3 clusters Score -1504485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1504486.375000 Penalty: 4704.792480
	Iteration 43Q: 3 clusters Score -1504486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1504487.250000 Penalty: 4704.792480
	Iteration 44Q: 3 clusters Score -1504487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1504489.000000 Penalty: 4704.792480
	Iteration 45Q: 3 clusters Score -1504489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1504493.750000 Penalty: 4704.792480
	Iteration 46Q: 3 clusters Score -1504494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1504491.875000 Penalty: 4704.792480
	Iteration 47Q: 3 clusters Score -1504492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1504492.875000 Penalty: 4704.792480
	Iteration 48Q: 3 clusters Score -1504493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1504500.625000 Penalty: 4704.792480
	Iteration 49Q: 3 clusters Score -1504501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1504506.500000 Penalty: 4704.792480
	Iteration 50Q: 3 clusters Score -1504506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1504508.750000 Penalty: 4704.792480
	Iteration 51Q: 3 clusters Score -1504509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1504517.500000 Penalty: 4704.792480
	Iteration 52Q: 3 clusters Score -1504518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1504521.000000 Penalty: 4704.792480
	Iteration 53Q: 3 clusters Score -1504521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1504523.875000 Penalty: 4704.792480
	Iteration 54Q: 3 clusters Score -1504524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1504528.000000 Penalty: 4704.792480
	Iteration 55Q: 3 clusters Score -1504528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1504540.500000 Penalty: 4704.792480
	Iteration 56Q: 3 clusters Score -1504540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1504547.125000 Penalty: 4704.792480
	Iteration 57Q: 3 clusters Score -1504547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1504550.375000 Penalty: 4704.792480
	Iteration 58Q: 3 clusters Score -1504550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1504555.000000 Penalty: 4704.792480
	Iteration 59Q: 3 clusters Score -1504555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1504557.125000 Penalty: 4704.792480
	Iteration 60F: 3 clusters Score -1504557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1504558.375000 Penalty: 4704.792480
	Iteration 61Q: 3 clusters Score -1504558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1504561.375000 Penalty: 4704.792480
	Iteration 62Q: 3 clusters Score -1504561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1504567.750000 Penalty: 4704.792480
	Iteration 63Q: 3 clusters Score -1504568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1504567.000000 Penalty: 4704.792480
	Iteration 64Q: 3 clusters Score -1504567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1504567.750000 Penalty: 4704.792480
	Iteration 65Q: 3 clusters Score -1504568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1504569.875000 Penalty: 4704.792480
	Iteration 66Q: 3 clusters Score -1504570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1504572.250000 Penalty: 4704.792480
	Iteration 67Q: 3 clusters Score -1504572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1504571.000000 Penalty: 4704.792480
	Iteration 68Q: 3 clusters Score -1504571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1504569.625000 Penalty: 4704.792480
	Iteration 69Q: 3 clusters Score -1504570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1504566.625000 Penalty: 4704.792480
	Iteration 70Q: 3 clusters Score -1504567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1504566.250000 Penalty: 4704.792480
	Iteration 71Q: 3 clusters Score -1504566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1504568.500000 Penalty: 4704.792480
	Iteration 72Q: 3 clusters Score -1504568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1504570.500000 Penalty: 4704.792480
	Iteration 73Q: 3 clusters Score -1504570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1504568.625000 Penalty: 4704.792480
	Iteration 74Q: 3 clusters Score -1504569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1504568.875000 Penalty: 4704.792480
	Iteration 75Q: 3 clusters Score -1504569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1504570.500000 Penalty: 4704.792480
	Iteration 76Q: 3 clusters Score -1504570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1504570.125000 Penalty: 4704.792480
	Iteration 77Q: 3 clusters Score -1504570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1504571.250000 Penalty: 4704.792480
	Iteration 78Q: 3 clusters Score -1504571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1504573.000000 Penalty: 4704.792480
	Iteration 79Q: 3 clusters Score -1504573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1504574.125000 Penalty: 4704.792480
	Iteration 80F: 3 clusters Score -1504574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1504574.125000 Penalty: 4704.792480
	Iteration 81Q: 3 clusters Score -1504574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1504577.750000 Penalty: 4704.792480
	Iteration 82Q: 3 clusters Score -1504578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1504584.625000 Penalty: 4704.792480
	Iteration 83Q: 3 clusters Score -1504585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1504587.625000 Penalty: 4704.792480
	Iteration 84Q: 3 clusters Score -1504588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1504595.250000 Penalty: 4704.792480
	Iteration 85Q: 3 clusters Score -1504595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1504603.625000 Penalty: 4704.792480
	Iteration 86Q: 3 clusters Score -1504604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1504612.375000 Penalty: 4704.792480
	Iteration 87Q: 3 clusters Score -1504612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1504617.125000 Penalty: 4704.792480
	Iteration 88Q: 3 clusters Score -1504617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1504624.750000 Penalty: 4704.792480
	Iteration 89Q: 3 clusters Score -1504625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1504626.125000 Penalty: 4704.792480
	Iteration 90Q: 3 clusters Score -1504626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1504630.625000 Penalty: 4704.792480
	Iteration 91Q: 3 clusters Score -1504631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1504638.250000 Penalty: 4704.792480
	Iteration 92Q: 3 clusters Score -1504638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1504636.625000 Penalty: 4704.792480
	Iteration 93Q: 3 clusters Score -1504637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1504641.750000 Penalty: 4704.792480
	Iteration 94Q: 3 clusters Score -1504642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1504640.250000 Penalty: 4704.792480
	Iteration 95Q: 3 clusters Score -1504640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1504644.625000 Penalty: 4704.792480
	Iteration 96Q: 3 clusters Score -1504645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1504643.000000 Penalty: 4704.792480
	Iteration 97Q: 3 clusters Score -1504643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1504651.750000 Penalty: 4704.792480
	Iteration 98Q: 3 clusters Score -1504652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1504653.000000 Penalty: 4704.792480
	Iteration 99Q: 3 clusters Score -1504653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1504660.250000 Penalty: 4704.792480
	Iteration 100F: 3 clusters Score -1504660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1504664.125000 Penalty: 4704.792480
	Iteration 101Q: 3 clusters Score -1504664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1504665.000000 Penalty: 4704.792480
	Iteration 102Q: 3 clusters Score -1504665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1504666.500000 Penalty: 4704.792480
	Iteration 103Q: 3 clusters Score -1504666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1504667.875000 Penalty: 4704.792480
	Iteration 104Q: 3 clusters Score -1504668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1504670.375000 Penalty: 4704.792480
	Iteration 105Q: 3 clusters Score -1504670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1504673.625000 Penalty: 4704.792480
	Iteration 106Q: 3 clusters Score -1504674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1504669.750000 Penalty: 4704.792480
	Iteration 107Q: 3 clusters Score -1504670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1504669.750000 Penalty: 4704.792480
	Iteration 108F: 3 clusters Score -1504670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Entering Unmasked Estep 
Score: -11074831.000000 Penalty: 2837.317383
	Iteration 0F: 2 clusters Score -1.107483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -11012804.000000 Penalty: 5674.634766
	Iteration 0F: 3 clusters Score -1.10128e+07 nChanged 43785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -11037693.000000 Penalty: 5674.634766
	Iteration 1F: 3 clusters Score -1.103769e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -11038577.000000 Penalty: 5674.634766
	Iteration 2Q: 3 clusters Score -1.103858e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -11039665.000000 Penalty: 5674.634766
	Iteration 3Q: 3 clusters Score -1.103966e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -11041381.000000 Penalty: 5674.634766
	Iteration 4Q: 3 clusters Score -1.104138e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -11043875.000000 Penalty: 5674.634766
	Iteration 5F: 3 clusters Score -1.104388e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -11047790.000000 Penalty: 5674.634766
	Iteration 6F: 3 clusters Score -1.104779e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -11053403.000000 Penalty: 5674.634766
	Iteration 7F: 3 clusters Score -1.10534e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -11060323.000000 Penalty: 5674.634766
	Iteration 8F: 3 clusters Score -1.106032e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -11066191.000000 Penalty: 5674.634766
	Iteration 9F: 3 clusters Score -1.106619e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -11069806.000000 Penalty: 5674.634766
	Iteration 10Q: 3 clusters Score -1.106981e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11071351.000000 Penalty: 5674.634766
	Iteration 11Q: 3 clusters Score -1.107135e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11071914.000000 Penalty: 5674.634766
	Iteration 12Q: 3 clusters Score -1.107191e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11072135.000000 Penalty: 5674.634766
	Iteration 13Q: 3 clusters Score -1.107214e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11072250.000000 Penalty: 5674.634766
	Iteration 14Q: 3 clusters Score -1.107225e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11072331.000000 Penalty: 5674.634766
	Iteration 15Q: 3 clusters Score -1.107233e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11072386.000000 Penalty: 5674.634766
	Iteration 16Q: 3 clusters Score -1.107239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11072436.000000 Penalty: 5674.634766
	Iteration 17Q: 3 clusters Score -1.107244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11072449.000000 Penalty: 5674.634766
	Iteration 18Q: 3 clusters Score -1.107245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11072450.000000 Penalty: 5674.634766
	Iteration 19Q: 3 clusters Score -1.107245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11072457.000000 Penalty: 5674.634766
	Iteration 20F: 3 clusters Score -1.107246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11072449.000000 Penalty: 5674.634766
	Iteration 21Q: 3 clusters Score -1.107245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11072459.000000 Penalty: 5674.634766
	Iteration 22Q: 3 clusters Score -1.107246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11072459.000000 Penalty: 5674.634766
	Iteration 23Q: 3 clusters Score -1.107246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11072459.000000 Penalty: 5674.634766
	Iteration 24Q: 3 clusters Score -1.107246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11072459.000000 Penalty: 5674.634766
	Iteration 25Q: 3 clusters Score -1.107246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11072465.000000 Penalty: 5674.634766
	Iteration 26Q: 3 clusters Score -1.107246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11072466.000000 Penalty: 5674.634766
	Iteration 27Q: 3 clusters Score -1.107247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11072473.000000 Penalty: 5674.634766
	Iteration 28Q: 3 clusters Score -1.107247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11072469.000000 Penalty: 5674.634766
	Iteration 29Q: 3 clusters Score -1.107247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11072473.000000 Penalty: 5674.634766
	Iteration 30Q: 3 clusters Score -1.107247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11072473.000000 Penalty: 5674.634766
	Iteration 31F: 3 clusters Score -1.107247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Entering Unmasked Estep 
Score: -4963872.000000 Penalty: 2636.161377
	Iteration 0F: 2 clusters Score -4963872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4935987.000000 Penalty: 5272.322754
	Iteration 0F: 3 clusters Score -4935987 nChanged 18955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4946223.500000 Penalty: 5272.322754
	Iteration 1F: 3 clusters Score -4946224 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4946906.000000 Penalty: 5272.322754
	Iteration 2Q: 3 clusters Score -4946906 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -4947669.500000 Penalty: 5272.322754
	Iteration 3Q: 3 clusters Score -4947670 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4948653.500000 Penalty: 5272.322754
	Iteration 4F: 3 clusters Score -4948654 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4949993.500000 Penalty: 5272.322754
	Iteration 5F: 3 clusters Score -4949994 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4951655.500000 Penalty: 5272.322754
	Iteration 6F: 3 clusters Score -4951656 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4953637.000000 Penalty: 5272.322754
	Iteration 7F: 3 clusters Score -4953637 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4955603.000000 Penalty: 5272.322754
	Iteration 8F: 3 clusters Score -4955603 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4957355.500000 Penalty: 5272.322754
	Iteration 9F: 3 clusters Score -4957356 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4958809.500000 Penalty: 5272.322754
	Iteration 10Q: 3 clusters Score -4958810 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4959958.000000 Penalty: 5272.322754
	Iteration 11Q: 3 clusters Score -4959958 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -4960832.500000 Penalty: 5272.322754
	Iteration 12Q: 3 clusters Score -4960832 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -4961421.500000 Penalty: 5272.322754
	Iteration 13Q: 3 clusters Score -4961422 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4961732.000000 Penalty: 5272.322754
	Iteration 14Q: 3 clusters Score -4961732 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -4961915.000000 Penalty: 5272.322754
	Iteration 15Q: 3 clusters Score -4961915 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -4962017.500000 Penalty: 5272.322754
	Iteration 16Q: 3 clusters Score -4962018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -4962075.000000 Penalty: 5272.322754
	Iteration 17Q: 3 clusters Score -4962075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -4962122.000000 Penalty: 5272.322754
	Iteration 18Q: 3 clusters Score -4962122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -4962145.500000 Penalty: 5272.322754
	Iteration 19Q: 3 clusters Score -4962146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -4962157.000000 Penalty: 5272.322754
	Iteration 20F: 3 clusters Score -4962157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4962163.000000 Penalty: 5272.322754
	Iteration 21Q: 3 clusters Score -4962163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -4962159.000000 Penalty: 5272.322754
	Iteration 22Q: 3 clusters Score -4962159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4962160.000000 Penalty: 5272.322754
	Iteration 23Q: 3 clusters Score -4962160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4962156.000000 Penalty: 5272.322754
	Iteration 24Q: 3 clusters Score -4962156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4962165.000000 Penalty: 5272.322754
	Iteration 25Q: 3 clusters Score -4962165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4962165.000000 Penalty: 5272.322754
	Iteration 26Q: 3 clusters Score -4962165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4962161.000000 Penalty: 5272.322754
	Iteration 27Q: 3 clusters Score -4962161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4962161.000000 Penalty: 5272.322754
	Iteration 28F: 3 clusters Score -4962161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Entering Unmasked Estep 
Score: -2124412.500000 Penalty: 2436.448730
	Iteration 0F: 2 clusters Score -2124412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2111319.500000 Penalty: 4872.897461
	Iteration 0F: 3 clusters Score -2111320 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2115725.500000 Penalty: 4872.897461
	Iteration 1F: 3 clusters Score -2115726 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2116307.000000 Penalty: 4872.897461
	Iteration 2F: 3 clusters Score -2116307 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2116897.750000 Penalty: 4872.897461
	Iteration 3F: 3 clusters Score -2116898 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2117518.000000 Penalty: 4872.897461
	Iteration 4F: 3 clusters Score -2117518 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2118166.000000 Penalty: 4872.897461
	Iteration 5F: 3 clusters Score -2118166 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2118853.500000 Penalty: 4872.897461
	Iteration 6F: 3 clusters Score -2118854 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2119682.250000 Penalty: 4872.897461
	Iteration 7F: 3 clusters Score -2119682 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2120677.500000 Penalty: 4872.897461
	Iteration 8F: 3 clusters Score -2120678 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2121731.750000 Penalty: 4872.897461
	Iteration 9F: 3 clusters Score -2121732 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2122532.750000 Penalty: 4872.897461
	Iteration 10F: 3 clusters Score -2122533 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2123016.750000 Penalty: 4872.897461
	Iteration 11Q: 3 clusters Score -2123017 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2123271.250000 Penalty: 4872.897461
	Iteration 12Q: 3 clusters Score -2123271 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2123394.750000 Penalty: 4872.897461
	Iteration 13Q: 3 clusters Score -2123395 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2123477.000000 Penalty: 4872.897461
	Iteration 14Q: 3 clusters Score -2123477 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2123500.750000 Penalty: 4872.897461
	Iteration 15Q: 3 clusters Score -2123501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2123525.250000 Penalty: 4872.897461
	Iteration 16Q: 3 clusters Score -2123525 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2123559.000000 Penalty: 4872.897461
	Iteration 17Q: 3 clusters Score -2123559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2123579.750000 Penalty: 4872.897461
	Iteration 18Q: 3 clusters Score -2123580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2123595.000000 Penalty: 4872.897461
	Iteration 19Q: 3 clusters Score -2123595 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2123609.500000 Penalty: 4872.897461
	Iteration 20F: 3 clusters Score -2123610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2123612.750000 Penalty: 4872.897461
	Iteration 21Q: 3 clusters Score -2123613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2123618.750000 Penalty: 4872.897461
	Iteration 22Q: 3 clusters Score -2123619 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2123634.000000 Penalty: 4872.897461
	Iteration 23Q: 3 clusters Score -2123634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2123647.000000 Penalty: 4872.897461
	Iteration 24Q: 3 clusters Score -2123647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2123648.000000 Penalty: 4872.897461
	Iteration 25Q: 3 clusters Score -2123648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2123651.750000 Penalty: 4872.897461
	Iteration 26Q: 3 clusters Score -2123652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2123656.000000 Penalty: 4872.897461
	Iteration 27Q: 3 clusters Score -2123656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2123666.000000 Penalty: 4872.897461
	Iteration 28Q: 3 clusters Score -2123666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2123672.500000 Penalty: 4872.897461
	Iteration 29Q: 3 clusters Score -2123672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2123670.500000 Penalty: 4872.897461
	Iteration 30Q: 3 clusters Score -2123670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2123668.000000 Penalty: 4872.897461
	Iteration 31Q: 3 clusters Score -2123668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2123671.250000 Penalty: 4872.897461
	Iteration 32Q: 3 clusters Score -2123671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2123676.000000 Penalty: 4872.897461
	Iteration 33Q: 3 clusters Score -2123676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2123679.750000 Penalty: 4872.897461
	Iteration 34Q: 3 clusters Score -2123680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2123677.500000 Penalty: 4872.897461
	Iteration 35Q: 3 clusters Score -2123678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2123680.750000 Penalty: 4872.897461
	Iteration 36Q: 3 clusters Score -2123681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2123681.500000 Penalty: 4872.897461
	Iteration 37Q: 3 clusters Score -2123682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2123681.000000 Penalty: 4872.897461
	Iteration 38Q: 3 clusters Score -2123681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2123681.500000 Penalty: 4872.897461
	Iteration 39Q: 3 clusters Score -2123682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2123681.750000 Penalty: 4872.897461
	Iteration 40F: 3 clusters Score -2123682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2123682.750000 Penalty: 4872.897461
	Iteration 41Q: 3 clusters Score -2123683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2123686.250000 Penalty: 4872.897461
	Iteration 42Q: 3 clusters Score -2123686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2123686.750000 Penalty: 4872.897461
	Iteration 43Q: 3 clusters Score -2123687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2123682.750000 Penalty: 4872.897461
	Iteration 44Q: 3 clusters Score -2123683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2123686.250000 Penalty: 4872.897461
	Iteration 45Q: 3 clusters Score -2123686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2123684.000000 Penalty: 4872.897461
	Iteration 46Q: 3 clusters Score -2123684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2123684.000000 Penalty: 4872.897461
	Iteration 47F: 3 clusters Score -2123684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Entering Unmasked Estep 
Score: -2477577.750000 Penalty: 2483.049561
	Iteration 0F: 2 clusters Score -2477578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2462160.750000 Penalty: 4966.099121
	Iteration 0F: 3 clusters Score -2462161 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2467651.500000 Penalty: 4966.099121
	Iteration 1F: 3 clusters Score -2467652 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2468217.000000 Penalty: 4966.099121
	Iteration 2F: 3 clusters Score -2468217 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2468777.500000 Penalty: 4966.099121
	Iteration 3F: 3 clusters Score -2468778 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2469379.250000 Penalty: 4966.099121
	Iteration 4F: 3 clusters Score -2469379 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2470111.500000 Penalty: 4966.099121
	Iteration 5F: 3 clusters Score -2470112 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2471024.500000 Penalty: 4966.099121
	Iteration 6F: 3 clusters Score -2471024 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2472030.500000 Penalty: 4966.099121
	Iteration 7F: 3 clusters Score -2472030 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2472992.250000 Penalty: 4966.099121
	Iteration 8F: 3 clusters Score -2472992 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2473812.000000 Penalty: 4966.099121
	Iteration 9F: 3 clusters Score -2473812 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2474408.500000 Penalty: 4966.099121
	Iteration 10Q: 3 clusters Score -2474408 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2474813.250000 Penalty: 4966.099121
	Iteration 11Q: 3 clusters Score -2474813 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2475147.250000 Penalty: 4966.099121
	Iteration 12Q: 3 clusters Score -2475147 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2475436.250000 Penalty: 4966.099121
	Iteration 13Q: 3 clusters Score -2475436 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2475714.500000 Penalty: 4966.099121
	Iteration 14Q: 3 clusters Score -2475714 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2475956.750000 Penalty: 4966.099121
	Iteration 15Q: 3 clusters Score -2475957 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2476186.000000 Penalty: 4966.099121
	Iteration 16Q: 3 clusters Score -2476186 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2476398.250000 Penalty: 4966.099121
	Iteration 17Q: 3 clusters Score -2476398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2476599.750000 Penalty: 4966.099121
	Iteration 18Q: 3 clusters Score -2476600 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2476794.000000 Penalty: 4966.099121
	Iteration 19Q: 3 clusters Score -2476794 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2476973.250000 Penalty: 4966.099121
	Iteration 20F: 3 clusters Score -2476973 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2477112.000000 Penalty: 4966.099121
	Iteration 21Q: 3 clusters Score -2477112 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2477224.500000 Penalty: 4966.099121
	Iteration 22Q: 3 clusters Score -2477224 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2477295.750000 Penalty: 4966.099121
	Iteration 23Q: 3 clusters Score -2477296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2477332.000000 Penalty: 4966.099121
	Iteration 24Q: 3 clusters Score -2477332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2477360.000000 Penalty: 4966.099121
	Iteration 25Q: 3 clusters Score -2477360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2477376.250000 Penalty: 4966.099121
	Iteration 26Q: 3 clusters Score -2477376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2477381.500000 Penalty: 4966.099121
	Iteration 27Q: 3 clusters Score -2477382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2477387.000000 Penalty: 4966.099121
	Iteration 28Q: 3 clusters Score -2477387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2477390.000000 Penalty: 4966.099121
	Iteration 29Q: 3 clusters Score -2477390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2477393.000000 Penalty: 4966.099121
	Iteration 30Q: 3 clusters Score -2477393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2477395.750000 Penalty: 4966.099121
	Iteration 31Q: 3 clusters Score -2477396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2477396.250000 Penalty: 4966.099121
	Iteration 32Q: 3 clusters Score -2477396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2477393.500000 Penalty: 4966.099121
	Iteration 33Q: 3 clusters Score -2477394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2477394.500000 Penalty: 4966.099121
	Iteration 34Q: 3 clusters Score -2477394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2477395.250000 Penalty: 4966.099121
	Iteration 35Q: 3 clusters Score -2477395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2477393.000000 Penalty: 4966.099121
	Iteration 36Q: 3 clusters Score -2477393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2477396.500000 Penalty: 4966.099121
	Iteration 37Q: 3 clusters Score -2477396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2477397.000000 Penalty: 4966.099121
	Iteration 38Q: 3 clusters Score -2477397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2477391.500000 Penalty: 4966.099121
	Iteration 39Q: 3 clusters Score -2477392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2477391.000000 Penalty: 4966.099121
	Iteration 40F: 3 clusters Score -2477391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2477392.250000 Penalty: 4966.099121
	Iteration 41Q: 3 clusters Score -2477392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2477393.000000 Penalty: 4966.099121
	Iteration 42Q: 3 clusters Score -2477393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2477393.000000 Penalty: 4966.099121
	Iteration 43F: 3 clusters Score -2477393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (164073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164073 members 
Entering Unmasked Estep 
Score: -19669208.000000 Penalty: 2978.000732
	Iteration 0F: 2 clusters Score -1.966921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -19560744.000000 Penalty: 5956.001465
	Iteration 0F: 3 clusters Score -1.956074e+07 nChanged 78865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -19607150.000000 Penalty: 5956.001465
	Iteration 1F: 3 clusters Score -1.960715e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -19608964.000000 Penalty: 5956.001465
	Iteration 2Q: 3 clusters Score -1.960896e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -19611782.000000 Penalty: 5956.001465
	Iteration 3Q: 3 clusters Score -1.961178e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -19616518.000000 Penalty: 5956.001465
	Iteration 4F: 3 clusters Score -1.961652e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115481 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -19624112.000000 Penalty: 5956.001465
	Iteration 5F: 3 clusters Score -1.962411e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -19635278.000000 Penalty: 5956.001465
	Iteration 6F: 3 clusters Score -1.963528e+07 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142485 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -19648196.000000 Penalty: 5956.001465
	Iteration 7F: 3 clusters Score -1.96482e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -19658458.000000 Penalty: 5956.001465
	Iteration 8F: 3 clusters Score -1.965846e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19663774.000000 Penalty: 5956.001465
	Iteration 9Q: 3 clusters Score -1.966377e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162193 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -19665766.000000 Penalty: 5956.001465
	Iteration 10Q: 3 clusters Score -1.966577e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163119 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19666342.000000 Penalty: 5956.001465
	Iteration 11Q: 3 clusters Score -1.966634e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19666552.000000 Penalty: 5956.001465
	Iteration 12Q: 3 clusters Score -1.966655e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19666636.000000 Penalty: 5956.001465
	Iteration 13Q: 3 clusters Score -1.966664e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19666706.000000 Penalty: 5956.001465
	Iteration 14Q: 3 clusters Score -1.966671e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19666748.000000 Penalty: 5956.001465
	Iteration 15Q: 3 clusters Score -1.966675e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -19666780.000000 Penalty: 5956.001465
	Iteration 16Q: 3 clusters Score -1.966678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163676 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19666782.000000 Penalty: 5956.001465
	Iteration 17Q: 3 clusters Score -1.966678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19666788.000000 Penalty: 5956.001465
	Iteration 18Q: 3 clusters Score -1.966679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19666822.000000 Penalty: 5956.001465
	Iteration 19Q: 3 clusters Score -1.966682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19666810.000000 Penalty: 5956.001465
	Iteration 20F: 3 clusters Score -1.966681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19666822.000000 Penalty: 5956.001465
	Iteration 21Q: 3 clusters Score -1.966682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19666836.000000 Penalty: 5956.001465
	Iteration 22Q: 3 clusters Score -1.966684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19666822.000000 Penalty: 5956.001465
	Iteration 23Q: 3 clusters Score -1.966682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19666820.000000 Penalty: 5956.001465
	Iteration 24Q: 3 clusters Score -1.966682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19666816.000000 Penalty: 5956.001465
	Iteration 25Q: 3 clusters Score -1.966682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163693 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19666824.000000 Penalty: 5956.001465
	Iteration 26Q: 3 clusters Score -1.966682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163693 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19666824.000000 Penalty: 5956.001465
	Iteration 27F: 3 clusters Score -1.966682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Entering Unmasked Estep 
Score: -9639919.000000 Penalty: 2804.153076
	Iteration 0F: 2 clusters Score -9639919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -9585465.000000 Penalty: 5608.306152
	Iteration 0F: 3 clusters Score -9585465 nChanged 38264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -9607627.000000 Penalty: 5608.306152
	Iteration 1F: 3 clusters Score -9607627 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -9608782.000000 Penalty: 5608.306152
	Iteration 2Q: 3 clusters Score -9608782 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -9610089.000000 Penalty: 5608.306152
	Iteration 3Q: 3 clusters Score -9610089 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -9611678.000000 Penalty: 5608.306152
	Iteration 4Q: 3 clusters Score -9611678 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -9613813.000000 Penalty: 5608.306152
	Iteration 5F: 3 clusters Score -9613813 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -9616505.000000 Penalty: 5608.306152
	Iteration 6F: 3 clusters Score -9616505 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -9619924.000000 Penalty: 5608.306152
	Iteration 7F: 3 clusters Score -9619924 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -9623600.000000 Penalty: 5608.306152
	Iteration 8F: 3 clusters Score -9623600 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -9627253.000000 Penalty: 5608.306152
	Iteration 9F: 3 clusters Score -9627253 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -9630655.000000 Penalty: 5608.306152
	Iteration 10F: 3 clusters Score -9630655 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -9633323.000000 Penalty: 5608.306152
	Iteration 11Q: 3 clusters Score -9633323 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9635268.000000 Penalty: 5608.306152
	Iteration 12Q: 3 clusters Score -9635268 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9636475.000000 Penalty: 5608.306152
	Iteration 13Q: 3 clusters Score -9636475 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9637024.000000 Penalty: 5608.306152
	Iteration 14Q: 3 clusters Score -9637024 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9637274.000000 Penalty: 5608.306152
	Iteration 15Q: 3 clusters Score -9637274 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9637412.000000 Penalty: 5608.306152
	Iteration 16Q: 3 clusters Score -9637412 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9637521.000000 Penalty: 5608.306152
	Iteration 17Q: 3 clusters Score -9637521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9637585.000000 Penalty: 5608.306152
	Iteration 18Q: 3 clusters Score -9637585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9637616.000000 Penalty: 5608.306152
	Iteration 19Q: 3 clusters Score -9637616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9637656.000000 Penalty: 5608.306152
	Iteration 20F: 3 clusters Score -9637656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9637673.000000 Penalty: 5608.306152
	Iteration 21Q: 3 clusters Score -9637673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9637700.000000 Penalty: 5608.306152
	Iteration 22Q: 3 clusters Score -9637700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9637715.000000 Penalty: 5608.306152
	Iteration 23Q: 3 clusters Score -9637715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9637718.000000 Penalty: 5608.306152
	Iteration 24Q: 3 clusters Score -9637718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9637730.000000 Penalty: 5608.306152
	Iteration 25Q: 3 clusters Score -9637730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9637732.000000 Penalty: 5608.306152
	Iteration 26Q: 3 clusters Score -9637732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9637736.000000 Penalty: 5608.306152
	Iteration 27Q: 3 clusters Score -9637736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9637736.000000 Penalty: 5608.306152
	Iteration 28Q: 3 clusters Score -9637736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9637737.000000 Penalty: 5608.306152
	Iteration 29Q: 3 clusters Score -9637737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9637744.000000 Penalty: 5608.306152
	Iteration 30Q: 3 clusters Score -9637744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9637742.000000 Penalty: 5608.306152
	Iteration 31Q: 3 clusters Score -9637742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9637743.000000 Penalty: 5608.306152
	Iteration 32Q: 3 clusters Score -9637743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9637746.000000 Penalty: 5608.306152
	Iteration 33Q: 3 clusters Score -9637746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9637743.000000 Penalty: 5608.306152
	Iteration 34Q: 3 clusters Score -9637743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9637743.000000 Penalty: 5608.306152
	Iteration 35F: 3 clusters Score -9637743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Entering Unmasked Estep 
Score: -874733.125000 Penalty: 2207.369873
	Iteration 0F: 2 clusters Score -874733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -868755.000000 Penalty: 4414.739746
	Iteration 0F: 3 clusters Score -868755 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -870444.625000 Penalty: 4414.739746
	Iteration 1F: 3 clusters Score -870444.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -870759.687500 Penalty: 4414.739746
	Iteration 2F: 3 clusters Score -870759.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -871015.562500 Penalty: 4414.739746
	Iteration 3F: 3 clusters Score -871015.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -871267.875000 Penalty: 4414.739746
	Iteration 4F: 3 clusters Score -871267.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -871507.062500 Penalty: 4414.739746
	Iteration 5F: 3 clusters Score -871507.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -871716.937500 Penalty: 4414.739746
	Iteration 6Q: 3 clusters Score -871716.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -871942.062500 Penalty: 4414.739746
	Iteration 7Q: 3 clusters Score -871942.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -872169.000000 Penalty: 4414.739746
	Iteration 8Q: 3 clusters Score -872169 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -872384.125000 Penalty: 4414.739746
	Iteration 9Q: 3 clusters Score -872384.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -872536.187500 Penalty: 4414.739746
	Iteration 10Q: 3 clusters Score -872536.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -872648.687500 Penalty: 4414.739746
	Iteration 11Q: 3 clusters Score -872648.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -872737.062500 Penalty: 4414.739746
	Iteration 12Q: 3 clusters Score -872737.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -872801.187500 Penalty: 4414.739746
	Iteration 13Q: 3 clusters Score -872801.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -872848.187500 Penalty: 4414.739746
	Iteration 14Q: 3 clusters Score -872848.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -872889.875000 Penalty: 4414.739746
	Iteration 15Q: 3 clusters Score -872889.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -872927.875000 Penalty: 4414.739746
	Iteration 16Q: 3 clusters Score -872927.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -872958.812500 Penalty: 4414.739746
	Iteration 17Q: 3 clusters Score -872958.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -872984.562500 Penalty: 4414.739746
	Iteration 18Q: 3 clusters Score -872984.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -873010.062500 Penalty: 4414.739746
	Iteration 19Q: 3 clusters Score -873010.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -873033.500000 Penalty: 4414.739746
	Iteration 20F: 3 clusters Score -873033.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -873044.375000 Penalty: 4414.739746
	Iteration 21Q: 3 clusters Score -873044.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -873057.687500 Penalty: 4414.739746
	Iteration 22Q: 3 clusters Score -873057.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -873065.500000 Penalty: 4414.739746
	Iteration 23Q: 3 clusters Score -873065.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -873070.562500 Penalty: 4414.739746
	Iteration 24Q: 3 clusters Score -873070.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -873079.500000 Penalty: 4414.739746
	Iteration 25Q: 3 clusters Score -873079.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -873085.312500 Penalty: 4414.739746
	Iteration 26Q: 3 clusters Score -873085.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -873091.937500 Penalty: 4414.739746
	Iteration 27Q: 3 clusters Score -873091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -873096.437500 Penalty: 4414.739746
	Iteration 28Q: 3 clusters Score -873096.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -873100.562500 Penalty: 4414.739746
	Iteration 29Q: 3 clusters Score -873100.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -873105.812500 Penalty: 4414.739746
	Iteration 30Q: 3 clusters Score -873105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -873109.062500 Penalty: 4414.739746
	Iteration 31Q: 3 clusters Score -873109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -873109.625000 Penalty: 4414.739746
	Iteration 32Q: 3 clusters Score -873109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -873114.375000 Penalty: 4414.739746
	Iteration 33Q: 3 clusters Score -873114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -873115.937500 Penalty: 4414.739746
	Iteration 34Q: 3 clusters Score -873115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -873116.562500 Penalty: 4414.739746
	Iteration 35Q: 3 clusters Score -873116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -873120.312500 Penalty: 4414.739746
	Iteration 36Q: 3 clusters Score -873120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -873122.687500 Penalty: 4414.739746
	Iteration 37Q: 3 clusters Score -873122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -873122.187500 Penalty: 4414.739746
	Iteration 38Q: 3 clusters Score -873122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -873125.125000 Penalty: 4414.739746
	Iteration 39Q: 3 clusters Score -873125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -873125.250000 Penalty: 4414.739746
	Iteration 40F: 3 clusters Score -873125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -873125.687500 Penalty: 4414.739746
	Iteration 41Q: 3 clusters Score -873125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -873126.250000 Penalty: 4414.739746
	Iteration 42Q: 3 clusters Score -873126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -873126.250000 Penalty: 4414.739746
	Iteration 43F: 3 clusters Score -873126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
Score: -1397497.750000 Penalty: 2339.067139
	Iteration 0F: 2 clusters Score -1397498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1388322.625000 Penalty: 4678.134277
	Iteration 0F: 3 clusters Score -1388323 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1391164.875000 Penalty: 4678.134277
	Iteration 1F: 3 clusters Score -1391165 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1391651.375000 Penalty: 4678.134277
	Iteration 2F: 3 clusters Score -1391651 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1392130.875000 Penalty: 4678.134277
	Iteration 3F: 3 clusters Score -1392131 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1392659.250000 Penalty: 4678.134277
	Iteration 4F: 3 clusters Score -1392659 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1393179.625000 Penalty: 4678.134277
	Iteration 5F: 3 clusters Score -1393180 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1393651.625000 Penalty: 4678.134277
	Iteration 6F: 3 clusters Score -1393652 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1394059.750000 Penalty: 4678.134277
	Iteration 7F: 3 clusters Score -1394060 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1394392.250000 Penalty: 4678.134277
	Iteration 8Q: 3 clusters Score -1394392 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1394659.000000 Penalty: 4678.134277
	Iteration 9Q: 3 clusters Score -1394659 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1394857.750000 Penalty: 4678.134277
	Iteration 10Q: 3 clusters Score -1394858 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1395014.375000 Penalty: 4678.134277
	Iteration 11Q: 3 clusters Score -1395014 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1395137.125000 Penalty: 4678.134277
	Iteration 12Q: 3 clusters Score -1395137 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1395231.000000 Penalty: 4678.134277
	Iteration 13Q: 3 clusters Score -1395231 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1395301.375000 Penalty: 4678.134277
	Iteration 14Q: 3 clusters Score -1395301 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1395378.375000 Penalty: 4678.134277
	Iteration 15Q: 3 clusters Score -1395378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1395444.750000 Penalty: 4678.134277
	Iteration 16Q: 3 clusters Score -1395445 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1395484.375000 Penalty: 4678.134277
	Iteration 17Q: 3 clusters Score -1395484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1395518.000000 Penalty: 4678.134277
	Iteration 18Q: 3 clusters Score -1395518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1395542.875000 Penalty: 4678.134277
	Iteration 19Q: 3 clusters Score -1395543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1395569.250000 Penalty: 4678.134277
	Iteration 20F: 3 clusters Score -1395569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1395593.875000 Penalty: 4678.134277
	Iteration 21Q: 3 clusters Score -1395594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1395609.250000 Penalty: 4678.134277
	Iteration 22Q: 3 clusters Score -1395609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1395626.500000 Penalty: 4678.134277
	Iteration 23Q: 3 clusters Score -1395626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1395638.875000 Penalty: 4678.134277
	Iteration 24Q: 3 clusters Score -1395639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1395656.625000 Penalty: 4678.134277
	Iteration 25Q: 3 clusters Score -1395657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1395664.500000 Penalty: 4678.134277
	Iteration 26Q: 3 clusters Score -1395664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1395675.125000 Penalty: 4678.134277
	Iteration 27Q: 3 clusters Score -1395675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1395682.000000 Penalty: 4678.134277
	Iteration 28Q: 3 clusters Score -1395682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1395691.750000 Penalty: 4678.134277
	Iteration 29Q: 3 clusters Score -1395692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1395702.125000 Penalty: 4678.134277
	Iteration 30Q: 3 clusters Score -1395702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1395711.625000 Penalty: 4678.134277
	Iteration 31Q: 3 clusters Score -1395712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1395719.375000 Penalty: 4678.134277
	Iteration 32Q: 3 clusters Score -1395719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1395726.000000 Penalty: 4678.134277
	Iteration 33Q: 3 clusters Score -1395726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1395730.500000 Penalty: 4678.134277
	Iteration 34Q: 3 clusters Score -1395730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1395735.625000 Penalty: 4678.134277
	Iteration 35Q: 3 clusters Score -1395736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1395739.750000 Penalty: 4678.134277
	Iteration 36Q: 3 clusters Score -1395740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1395746.625000 Penalty: 4678.134277
	Iteration 37Q: 3 clusters Score -1395747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1395749.250000 Penalty: 4678.134277
	Iteration 38Q: 3 clusters Score -1395749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1395751.500000 Penalty: 4678.134277
	Iteration 39Q: 3 clusters Score -1395752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1395754.625000 Penalty: 4678.134277
	Iteration 40F: 3 clusters Score -1395755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1395754.625000 Penalty: 4678.134277
	Iteration 41Q: 3 clusters Score -1395755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1395755.375000 Penalty: 4678.134277
	Iteration 42Q: 3 clusters Score -1395755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1395757.875000 Penalty: 4678.134277
	Iteration 43Q: 3 clusters Score -1395758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1395758.500000 Penalty: 4678.134277
	Iteration 44Q: 3 clusters Score -1395758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1395754.375000 Penalty: 4678.134277
	Iteration 45Q: 3 clusters Score -1395754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1395753.375000 Penalty: 4678.134277
	Iteration 46Q: 3 clusters Score -1395753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1395753.375000 Penalty: 4678.134277
	Iteration 47F: 3 clusters Score -1395753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Entering Unmasked Estep 
Score: -3478311.250000 Penalty: 2558.932373
	Iteration 0F: 2 clusters Score -3478311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3457656.500000 Penalty: 5117.864746
	Iteration 0F: 3 clusters Score -3457656 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3464886.250000 Penalty: 5117.864746
	Iteration 1F: 3 clusters Score -3464886 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3465344.250000 Penalty: 5117.864746
	Iteration 2Q: 3 clusters Score -3465344 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3465743.750000 Penalty: 5117.864746
	Iteration 3Q: 3 clusters Score -3465744 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3466133.750000 Penalty: 5117.864746
	Iteration 4Q: 3 clusters Score -3466134 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3466550.250000 Penalty: 5117.864746
	Iteration 5Q: 3 clusters Score -3466550 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3466947.250000 Penalty: 5117.864746
	Iteration 6Q: 3 clusters Score -3466947 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3467315.750000 Penalty: 5117.864746
	Iteration 7Q: 3 clusters Score -3467316 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3467672.000000 Penalty: 5117.864746
	Iteration 8Q: 3 clusters Score -3467672 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3468078.500000 Penalty: 5117.864746
	Iteration 9Q: 3 clusters Score -3468078 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3468526.500000 Penalty: 5117.864746
	Iteration 10Q: 3 clusters Score -3468526 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3469085.750000 Penalty: 5117.864746
	Iteration 11Q: 3 clusters Score -3469086 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3469754.750000 Penalty: 5117.864746
	Iteration 12Q: 3 clusters Score -3469755 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3470528.250000 Penalty: 5117.864746
	Iteration 13Q: 3 clusters Score -3470528 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3471306.500000 Penalty: 5117.864746
	Iteration 14Q: 3 clusters Score -3471306 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3472064.750000 Penalty: 5117.864746
	Iteration 15Q: 3 clusters Score -3472065 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3472788.250000 Penalty: 5117.864746
	Iteration 16Q: 3 clusters Score -3472788 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3473479.750000 Penalty: 5117.864746
	Iteration 17Q: 3 clusters Score -3473480 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3474106.250000 Penalty: 5117.864746
	Iteration 18Q: 3 clusters Score -3474106 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3474627.500000 Penalty: 5117.864746
	Iteration 19Q: 3 clusters Score -3474628 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3474953.500000 Penalty: 5117.864746
	Iteration 20F: 3 clusters Score -3474954 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3475179.250000 Penalty: 5117.864746
	Iteration 21Q: 3 clusters Score -3475179 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3475386.000000 Penalty: 5117.864746
	Iteration 22Q: 3 clusters Score -3475386 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3475537.500000 Penalty: 5117.864746
	Iteration 23Q: 3 clusters Score -3475538 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3475661.250000 Penalty: 5117.864746
	Iteration 24Q: 3 clusters Score -3475661 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3475761.750000 Penalty: 5117.864746
	Iteration 25Q: 3 clusters Score -3475762 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3475817.750000 Penalty: 5117.864746
	Iteration 26Q: 3 clusters Score -3475818 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3475864.500000 Penalty: 5117.864746
	Iteration 27Q: 3 clusters Score -3475864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3475926.000000 Penalty: 5117.864746
	Iteration 28Q: 3 clusters Score -3475926 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3475962.750000 Penalty: 5117.864746
	Iteration 29Q: 3 clusters Score -3475963 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3476014.500000 Penalty: 5117.864746
	Iteration 30Q: 3 clusters Score -3476014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3476062.250000 Penalty: 5117.864746
	Iteration 31Q: 3 clusters Score -3476062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3476098.750000 Penalty: 5117.864746
	Iteration 32Q: 3 clusters Score -3476099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3476114.000000 Penalty: 5117.864746
	Iteration 33Q: 3 clusters Score -3476114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3476141.750000 Penalty: 5117.864746
	Iteration 34Q: 3 clusters Score -3476142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3476172.750000 Penalty: 5117.864746
	Iteration 35Q: 3 clusters Score -3476173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3476234.500000 Penalty: 5117.864746
	Iteration 36Q: 3 clusters Score -3476234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3476288.750000 Penalty: 5117.864746
	Iteration 37Q: 3 clusters Score -3476289 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3476322.500000 Penalty: 5117.864746
	Iteration 38Q: 3 clusters Score -3476322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3476333.000000 Penalty: 5117.864746
	Iteration 39Q: 3 clusters Score -3476333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3476361.500000 Penalty: 5117.864746
	Iteration 40F: 3 clusters Score -3476362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3476378.250000 Penalty: 5117.864746
	Iteration 41Q: 3 clusters Score -3476378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3476397.750000 Penalty: 5117.864746
	Iteration 42Q: 3 clusters Score -3476398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3476398.250000 Penalty: 5117.864746
	Iteration 43Q: 3 clusters Score -3476398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3476405.500000 Penalty: 5117.864746
	Iteration 44Q: 3 clusters Score -3476406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3476407.750000 Penalty: 5117.864746
	Iteration 45Q: 3 clusters Score -3476408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3476418.250000 Penalty: 5117.864746
	Iteration 46Q: 3 clusters Score -3476418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3476418.000000 Penalty: 5117.864746
	Iteration 47Q: 3 clusters Score -3476418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3476426.000000 Penalty: 5117.864746
	Iteration 48Q: 3 clusters Score -3476426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3476420.500000 Penalty: 5117.864746
	Iteration 49Q: 3 clusters Score -3476420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3476418.500000 Penalty: 5117.864746
	Iteration 50Q: 3 clusters Score -3476418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3476421.500000 Penalty: 5117.864746
	Iteration 51Q: 3 clusters Score -3476422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3476433.500000 Penalty: 5117.864746
	Iteration 52Q: 3 clusters Score -3476434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3476429.500000 Penalty: 5117.864746
	Iteration 53Q: 3 clusters Score -3476430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3476432.250000 Penalty: 5117.864746
	Iteration 54Q: 3 clusters Score -3476432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3476431.750000 Penalty: 5117.864746
	Iteration 55Q: 3 clusters Score -3476432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3476439.000000 Penalty: 5117.864746
	Iteration 56Q: 3 clusters Score -3476439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3476447.500000 Penalty: 5117.864746
	Iteration 57Q: 3 clusters Score -3476448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3476444.000000 Penalty: 5117.864746
	Iteration 58Q: 3 clusters Score -3476444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3476448.750000 Penalty: 5117.864746
	Iteration 59Q: 3 clusters Score -3476449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3476458.500000 Penalty: 5117.864746
	Iteration 60F: 3 clusters Score -3476458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3476450.500000 Penalty: 5117.864746
	Iteration 61Q: 3 clusters Score -3476450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3476455.500000 Penalty: 5117.864746
	Iteration 62Q: 3 clusters Score -3476456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3476449.250000 Penalty: 5117.864746
	Iteration 63Q: 3 clusters Score -3476449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3476457.000000 Penalty: 5117.864746
	Iteration 64Q: 3 clusters Score -3476457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3476456.500000 Penalty: 5117.864746
	Iteration 65Q: 3 clusters Score -3476456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3476455.750000 Penalty: 5117.864746
	Iteration 66Q: 3 clusters Score -3476456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3476459.750000 Penalty: 5117.864746
	Iteration 67Q: 3 clusters Score -3476460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3476462.000000 Penalty: 5117.864746
	Iteration 68Q: 3 clusters Score -3476462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3476460.000000 Penalty: 5117.864746
	Iteration 69Q: 3 clusters Score -3476460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3476457.250000 Penalty: 5117.864746
	Iteration 70Q: 3 clusters Score -3476457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3476457.250000 Penalty: 5117.864746
	Iteration 71F: 3 clusters Score -3476457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170494 members 
Entering Unmasked Estep 
Score: -20436158.000000 Penalty: 2987.520996
	Iteration 0F: 2 clusters Score -2.043616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -20324024.000000 Penalty: 5975.041992
	Iteration 0F: 3 clusters Score -2.032402e+07 nChanged 81728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -20371822.000000 Penalty: 5975.041992
	Iteration 1F: 3 clusters Score -2.037182e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -20373120.000000 Penalty: 5975.041992
	Iteration 2Q: 3 clusters Score -2.037312e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -20374196.000000 Penalty: 5975.041992
	Iteration 3Q: 3 clusters Score -2.03742e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -20375602.000000 Penalty: 5975.041992
	Iteration 4Q: 3 clusters Score -2.03756e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -20377234.000000 Penalty: 5975.041992
	Iteration 5Q: 3 clusters Score -2.037723e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -20379694.000000 Penalty: 5975.041992
	Iteration 6Q: 3 clusters Score -2.037969e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -20383372.000000 Penalty: 5975.041992
	Iteration 7Q: 3 clusters Score -2.038337e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111107 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -20388666.000000 Penalty: 5975.041992
	Iteration 8F: 3 clusters Score -2.038867e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121361 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -20395774.000000 Penalty: 5975.041992
	Iteration 9F: 3 clusters Score -2.039577e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -20404660.000000 Penalty: 5975.041992
	Iteration 10F: 3 clusters Score -2.040466e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -20414482.000000 Penalty: 5975.041992
	Iteration 11F: 3 clusters Score -2.041448e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -20423040.000000 Penalty: 5975.041992
	Iteration 12F: 3 clusters Score -2.042304e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161373 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -20428520.000000 Penalty: 5975.041992
	Iteration 13Q: 3 clusters Score -2.042852e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -20431644.000000 Penalty: 5975.041992
	Iteration 14Q: 3 clusters Score -2.043164e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -20433274.000000 Penalty: 5975.041992
	Iteration 15Q: 3 clusters Score -2.043327e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168586 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20433992.000000 Penalty: 5975.041992
	Iteration 16Q: 3 clusters Score -2.043399e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -20434480.000000 Penalty: 5975.041992
	Iteration 17Q: 3 clusters Score -2.043448e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20434716.000000 Penalty: 5975.041992
	Iteration 18Q: 3 clusters Score -2.043472e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20434864.000000 Penalty: 5975.041992
	Iteration 19Q: 3 clusters Score -2.043486e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169192 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20434920.000000 Penalty: 5975.041992
	Iteration 20F: 3 clusters Score -2.043492e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20434948.000000 Penalty: 5975.041992
	Iteration 21Q: 3 clusters Score -2.043495e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169188 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20434964.000000 Penalty: 5975.041992
	Iteration 22Q: 3 clusters Score -2.043496e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169189 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20434996.000000 Penalty: 5975.041992
	Iteration 23Q: 3 clusters Score -2.0435e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169188 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20435008.000000 Penalty: 5975.041992
	Iteration 24Q: 3 clusters Score -2.043501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20435014.000000 Penalty: 5975.041992
	Iteration 25Q: 3 clusters Score -2.043501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20435030.000000 Penalty: 5975.041992
	Iteration 26Q: 3 clusters Score -2.043503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169197 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20435004.000000 Penalty: 5975.041992
	Iteration 27Q: 3 clusters Score -2.0435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20435020.000000 Penalty: 5975.041992
	Iteration 28Q: 3 clusters Score -2.043502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20435016.000000 Penalty: 5975.041992
	Iteration 29Q: 3 clusters Score -2.043502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20435012.000000 Penalty: 5975.041992
	Iteration 30Q: 3 clusters Score -2.043501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20435012.000000 Penalty: 5975.041992
	Iteration 31Q: 3 clusters Score -2.043501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20435024.000000 Penalty: 5975.041992
	Iteration 32Q: 3 clusters Score -2.043502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169199 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20435024.000000 Penalty: 5975.041992
	Iteration 33Q: 3 clusters Score -2.043502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169199 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20435022.000000 Penalty: 5975.041992
	Iteration 34Q: 3 clusters Score -2.043502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169199 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20435024.000000 Penalty: 5975.041992
	Iteration 35Q: 3 clusters Score -2.043502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20435026.000000 Penalty: 5975.041992
	Iteration 36Q: 3 clusters Score -2.043503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20435026.000000 Penalty: 5975.041992
	Iteration 37F: 3 clusters Score -2.043503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Entering Unmasked Estep 
Score: -7345945.000000 Penalty: 2737.929443
	Iteration 0F: 2 clusters Score -7345945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -7304035.500000 Penalty: 5475.858887
	Iteration 0F: 3 clusters Score -7304036 nChanged 28975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -7320290.000000 Penalty: 5475.858887
	Iteration 1F: 3 clusters Score -7320290 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -7320888.500000 Penalty: 5475.858887
	Iteration 2Q: 3 clusters Score -7320888 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -7321540.500000 Penalty: 5475.858887
	Iteration 3Q: 3 clusters Score -7321540 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -7322324.000000 Penalty: 5475.858887
	Iteration 4Q: 3 clusters Score -7322324 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -7323430.500000 Penalty: 5475.858887
	Iteration 5Q: 3 clusters Score -7323430 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7325118.500000 Penalty: 5475.858887
	Iteration 6F: 3 clusters Score -7325118 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -7327678.000000 Penalty: 5475.858887
	Iteration 7F: 3 clusters Score -7327678 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -7331414.500000 Penalty: 5475.858887
	Iteration 8F: 3 clusters Score -7331414 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -7335700.000000 Penalty: 5475.858887
	Iteration 9F: 3 clusters Score -7335700 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -7339059.000000 Penalty: 5475.858887
	Iteration 10F: 3 clusters Score -7339059 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -7341298.000000 Penalty: 5475.858887
	Iteration 11Q: 3 clusters Score -7341298 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -7342526.000000 Penalty: 5475.858887
	Iteration 12Q: 3 clusters Score -7342526 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7343173.000000 Penalty: 5475.858887
	Iteration 13Q: 3 clusters Score -7343173 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7343554.000000 Penalty: 5475.858887
	Iteration 14Q: 3 clusters Score -7343554 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -7343758.000000 Penalty: 5475.858887
	Iteration 15Q: 3 clusters Score -7343758 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7343882.000000 Penalty: 5475.858887
	Iteration 16Q: 3 clusters Score -7343882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -7343988.000000 Penalty: 5475.858887
	Iteration 17Q: 3 clusters Score -7343988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -7344054.000000 Penalty: 5475.858887
	Iteration 18Q: 3 clusters Score -7344054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -7344132.000000 Penalty: 5475.858887
	Iteration 19Q: 3 clusters Score -7344132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -7344168.500000 Penalty: 5475.858887
	Iteration 20F: 3 clusters Score -7344168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -7344194.500000 Penalty: 5475.858887
	Iteration 21Q: 3 clusters Score -7344194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -7344197.000000 Penalty: 5475.858887
	Iteration 22Q: 3 clusters Score -7344197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7344203.500000 Penalty: 5475.858887
	Iteration 23Q: 3 clusters Score -7344204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -7344209.500000 Penalty: 5475.858887
	Iteration 24Q: 3 clusters Score -7344210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -7344219.500000 Penalty: 5475.858887
	Iteration 25Q: 3 clusters Score -7344220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7344218.000000 Penalty: 5475.858887
	Iteration 26Q: 3 clusters Score -7344218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -7344228.500000 Penalty: 5475.858887
	Iteration 27Q: 3 clusters Score -7344228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7344242.000000 Penalty: 5475.858887
	Iteration 28Q: 3 clusters Score -7344242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -7344240.500000 Penalty: 5475.858887
	Iteration 29Q: 3 clusters Score -7344240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -7344249.500000 Penalty: 5475.858887
	Iteration 30Q: 3 clusters Score -7344250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -7344248.500000 Penalty: 5475.858887
	Iteration 31Q: 3 clusters Score -7344248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -7344246.000000 Penalty: 5475.858887
	Iteration 32Q: 3 clusters Score -7344246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -7344255.500000 Penalty: 5475.858887
	Iteration 33Q: 3 clusters Score -7344256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -7344263.500000 Penalty: 5475.858887
	Iteration 34Q: 3 clusters Score -7344264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7344272.000000 Penalty: 5475.858887
	Iteration 35Q: 3 clusters Score -7344272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7344274.000000 Penalty: 5475.858887
	Iteration 36Q: 3 clusters Score -7344274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -7344279.500000 Penalty: 5475.858887
	Iteration 37Q: 3 clusters Score -7344280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -7344280.500000 Penalty: 5475.858887
	Iteration 38Q: 3 clusters Score -7344280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7344287.000000 Penalty: 5475.858887
	Iteration 39Q: 3 clusters Score -7344287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -7344289.000000 Penalty: 5475.858887
	Iteration 40F: 3 clusters Score -7344289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7344289.000000 Penalty: 5475.858887
	Iteration 41Q: 3 clusters Score -7344289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -7344285.000000 Penalty: 5475.858887
	Iteration 42Q: 3 clusters Score -7344285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -7344287.000000 Penalty: 5475.858887
	Iteration 43Q: 3 clusters Score -7344287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -7344287.000000 Penalty: 5475.858887
	Iteration 44F: 3 clusters Score -7344287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Entering Unmasked Estep 
Score: -8499538.000000 Penalty: 2768.884277
	Iteration 0F: 2 clusters Score -8499538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -8452404.000000 Penalty: 5537.768555
	Iteration 0F: 3 clusters Score -8452404 nChanged 33164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -8470832.000000 Penalty: 5537.768555
	Iteration 1F: 3 clusters Score -8470832 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8471344.000000 Penalty: 5537.768555
	Iteration 2Q: 3 clusters Score -8471344 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -8471801.000000 Penalty: 5537.768555
	Iteration 3Q: 3 clusters Score -8471801 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -8472249.000000 Penalty: 5537.768555
	Iteration 4Q: 3 clusters Score -8472249 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -8472765.000000 Penalty: 5537.768555
	Iteration 5Q: 3 clusters Score -8472765 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -8473473.000000 Penalty: 5537.768555
	Iteration 6Q: 3 clusters Score -8473473 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -8474221.000000 Penalty: 5537.768555
	Iteration 7Q: 3 clusters Score -8474221 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8475057.000000 Penalty: 5537.768555
	Iteration 8Q: 3 clusters Score -8475057 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -8475907.000000 Penalty: 5537.768555
	Iteration 9Q: 3 clusters Score -8475907 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -8476825.000000 Penalty: 5537.768555
	Iteration 10Q: 3 clusters Score -8476825 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -8477773.000000 Penalty: 5537.768555
	Iteration 11Q: 3 clusters Score -8477773 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -8478674.000000 Penalty: 5537.768555
	Iteration 12Q: 3 clusters Score -8478674 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -8479685.000000 Penalty: 5537.768555
	Iteration 13Q: 3 clusters Score -8479685 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -8480678.000000 Penalty: 5537.768555
	Iteration 14Q: 3 clusters Score -8480678 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -8481850.000000 Penalty: 5537.768555
	Iteration 15Q: 3 clusters Score -8481850 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -8483202.000000 Penalty: 5537.768555
	Iteration 16Q: 3 clusters Score -8483202 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -8484676.000000 Penalty: 5537.768555
	Iteration 17Q: 3 clusters Score -8484676 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -8486447.000000 Penalty: 5537.768555
	Iteration 18Q: 3 clusters Score -8486447 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -8488449.000000 Penalty: 5537.768555
	Iteration 19Q: 3 clusters Score -8488449 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8490544.000000 Penalty: 5537.768555
	Iteration 20F: 3 clusters Score -8490544 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -8492318.000000 Penalty: 5537.768555
	Iteration 21Q: 3 clusters Score -8492318 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -8493738.000000 Penalty: 5537.768555
	Iteration 22Q: 3 clusters Score -8493738 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -8494765.000000 Penalty: 5537.768555
	Iteration 23Q: 3 clusters Score -8494765 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8495453.000000 Penalty: 5537.768555
	Iteration 24Q: 3 clusters Score -8495453 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -8496024.000000 Penalty: 5537.768555
	Iteration 25Q: 3 clusters Score -8496024 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8496444.000000 Penalty: 5537.768555
	Iteration 26Q: 3 clusters Score -8496444 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -8496788.000000 Penalty: 5537.768555
	Iteration 27Q: 3 clusters Score -8496788 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8497034.000000 Penalty: 5537.768555
	Iteration 28Q: 3 clusters Score -8497034 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8497256.000000 Penalty: 5537.768555
	Iteration 29Q: 3 clusters Score -8497256 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8497412.000000 Penalty: 5537.768555
	Iteration 30Q: 3 clusters Score -8497412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8497508.000000 Penalty: 5537.768555
	Iteration 31Q: 3 clusters Score -8497508 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8497600.000000 Penalty: 5537.768555
	Iteration 32Q: 3 clusters Score -8497600 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8497659.000000 Penalty: 5537.768555
	Iteration 33Q: 3 clusters Score -8497659 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8497721.000000 Penalty: 5537.768555
	Iteration 34Q: 3 clusters Score -8497721 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8497752.000000 Penalty: 5537.768555
	Iteration 35Q: 3 clusters Score -8497752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8497773.000000 Penalty: 5537.768555
	Iteration 36Q: 3 clusters Score -8497773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8497807.000000 Penalty: 5537.768555
	Iteration 37Q: 3 clusters Score -8497807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8497805.000000 Penalty: 5537.768555
	Iteration 38Q: 3 clusters Score -8497805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8497811.000000 Penalty: 5537.768555
	Iteration 39Q: 3 clusters Score -8497811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8497820.000000 Penalty: 5537.768555
	Iteration 40F: 3 clusters Score -8497820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8497827.000000 Penalty: 5537.768555
	Iteration 41Q: 3 clusters Score -8497827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8497829.000000 Penalty: 5537.768555
	Iteration 42Q: 3 clusters Score -8497829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8497830.000000 Penalty: 5537.768555
	Iteration 43Q: 3 clusters Score -8497830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8497840.000000 Penalty: 5537.768555
	Iteration 44Q: 3 clusters Score -8497840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8497862.000000 Penalty: 5537.768555
	Iteration 45Q: 3 clusters Score -8497862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8497882.000000 Penalty: 5537.768555
	Iteration 46Q: 3 clusters Score -8497882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8497904.000000 Penalty: 5537.768555
	Iteration 47Q: 3 clusters Score -8497904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8497913.000000 Penalty: 5537.768555
	Iteration 48Q: 3 clusters Score -8497913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8497928.000000 Penalty: 5537.768555
	Iteration 49Q: 3 clusters Score -8497928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8497942.000000 Penalty: 5537.768555
	Iteration 50Q: 3 clusters Score -8497942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8497949.000000 Penalty: 5537.768555
	Iteration 51Q: 3 clusters Score -8497949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8497958.000000 Penalty: 5537.768555
	Iteration 52Q: 3 clusters Score -8497958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8497962.000000 Penalty: 5537.768555
	Iteration 53Q: 3 clusters Score -8497962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8497966.000000 Penalty: 5537.768555
	Iteration 54Q: 3 clusters Score -8497966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8497968.000000 Penalty: 5537.768555
	Iteration 55Q: 3 clusters Score -8497968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8497967.000000 Penalty: 5537.768555
	Iteration 56Q: 3 clusters Score -8497967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8497981.000000 Penalty: 5537.768555
	Iteration 57Q: 3 clusters Score -8497981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8497991.000000 Penalty: 5537.768555
	Iteration 58Q: 3 clusters Score -8497991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8498005.000000 Penalty: 5537.768555
	Iteration 59Q: 3 clusters Score -8498005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8497998.000000 Penalty: 5537.768555
	Iteration 60F: 3 clusters Score -8497998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8497996.000000 Penalty: 5537.768555
	Iteration 61Q: 3 clusters Score -8497996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8497995.000000 Penalty: 5537.768555
	Iteration 62Q: 3 clusters Score -8497995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8497993.000000 Penalty: 5537.768555
	Iteration 63Q: 3 clusters Score -8497993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8497996.000000 Penalty: 5537.768555
	Iteration 64Q: 3 clusters Score -8497996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8498006.000000 Penalty: 5537.768555
	Iteration 65Q: 3 clusters Score -8498006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8498015.000000 Penalty: 5537.768555
	Iteration 66Q: 3 clusters Score -8498015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8498016.000000 Penalty: 5537.768555
	Iteration 67Q: 3 clusters Score -8498016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8498011.000000 Penalty: 5537.768555
	Iteration 68Q: 3 clusters Score -8498011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8498013.000000 Penalty: 5537.768555
	Iteration 69Q: 3 clusters Score -8498013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8498013.000000 Penalty: 5537.768555
	Iteration 70F: 3 clusters Score -8498013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Entering Unmasked Estep 
Score: -3016865.500000 Penalty: 2533.158447
	Iteration 0F: 2 clusters Score -3016866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2998149.000000 Penalty: 5066.316895
	Iteration 0F: 3 clusters Score -2998149 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3005014.500000 Penalty: 5066.316895
	Iteration 1F: 3 clusters Score -3005014 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3006021.000000 Penalty: 5066.316895
	Iteration 2F: 3 clusters Score -3006021 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3007397.000000 Penalty: 5066.316895
	Iteration 3F: 3 clusters Score -3007397 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3009009.000000 Penalty: 5066.316895
	Iteration 4F: 3 clusters Score -3009009 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3010737.250000 Penalty: 5066.316895
	Iteration 5F: 3 clusters Score -3010737 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3012192.000000 Penalty: 5066.316895
	Iteration 6F: 3 clusters Score -3012192 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3013194.250000 Penalty: 5066.316895
	Iteration 7F: 3 clusters Score -3013194 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3013836.000000 Penalty: 5066.316895
	Iteration 8Q: 3 clusters Score -3013836 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3014193.750000 Penalty: 5066.316895
	Iteration 9Q: 3 clusters Score -3014194 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3014379.000000 Penalty: 5066.316895
	Iteration 10Q: 3 clusters Score -3014379 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3014479.750000 Penalty: 5066.316895
	Iteration 11Q: 3 clusters Score -3014480 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3014556.000000 Penalty: 5066.316895
	Iteration 12Q: 3 clusters Score -3014556 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3014578.750000 Penalty: 5066.316895
	Iteration 13Q: 3 clusters Score -3014579 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3014609.250000 Penalty: 5066.316895
	Iteration 14Q: 3 clusters Score -3014609 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3014637.750000 Penalty: 5066.316895
	Iteration 15Q: 3 clusters Score -3014638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3014662.000000 Penalty: 5066.316895
	Iteration 16Q: 3 clusters Score -3014662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3014672.250000 Penalty: 5066.316895
	Iteration 17Q: 3 clusters Score -3014672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3014682.250000 Penalty: 5066.316895
	Iteration 18Q: 3 clusters Score -3014682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3014694.500000 Penalty: 5066.316895
	Iteration 19Q: 3 clusters Score -3014694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3014706.250000 Penalty: 5066.316895
	Iteration 20F: 3 clusters Score -3014706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3014706.250000 Penalty: 5066.316895
	Iteration 21Q: 3 clusters Score -3014706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3014721.250000 Penalty: 5066.316895
	Iteration 22Q: 3 clusters Score -3014721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3014719.250000 Penalty: 5066.316895
	Iteration 23Q: 3 clusters Score -3014719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3014743.250000 Penalty: 5066.316895
	Iteration 24Q: 3 clusters Score -3014743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3014743.250000 Penalty: 5066.316895
	Iteration 25Q: 3 clusters Score -3014743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3014761.500000 Penalty: 5066.316895
	Iteration 26Q: 3 clusters Score -3014762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3014762.000000 Penalty: 5066.316895
	Iteration 27Q: 3 clusters Score -3014762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3014765.000000 Penalty: 5066.316895
	Iteration 28Q: 3 clusters Score -3014765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3014778.000000 Penalty: 5066.316895
	Iteration 29Q: 3 clusters Score -3014778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3014790.500000 Penalty: 5066.316895
	Iteration 30Q: 3 clusters Score -3014790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3014795.250000 Penalty: 5066.316895
	Iteration 31Q: 3 clusters Score -3014795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3014800.000000 Penalty: 5066.316895
	Iteration 32Q: 3 clusters Score -3014800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3014807.750000 Penalty: 5066.316895
	Iteration 33Q: 3 clusters Score -3014808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3014817.750000 Penalty: 5066.316895
	Iteration 34Q: 3 clusters Score -3014818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3014834.750000 Penalty: 5066.316895
	Iteration 35Q: 3 clusters Score -3014835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3014833.500000 Penalty: 5066.316895
	Iteration 36Q: 3 clusters Score -3014834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3014839.500000 Penalty: 5066.316895
	Iteration 37Q: 3 clusters Score -3014840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3014841.750000 Penalty: 5066.316895
	Iteration 38Q: 3 clusters Score -3014842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3014856.250000 Penalty: 5066.316895
	Iteration 39Q: 3 clusters Score -3014856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3014849.500000 Penalty: 5066.316895
	Iteration 40F: 3 clusters Score -3014850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3014851.000000 Penalty: 5066.316895
	Iteration 41Q: 3 clusters Score -3014851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3014850.750000 Penalty: 5066.316895
	Iteration 42Q: 3 clusters Score -3014851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3014852.750000 Penalty: 5066.316895
	Iteration 43Q: 3 clusters Score -3014853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3014857.750000 Penalty: 5066.316895
	Iteration 44Q: 3 clusters Score -3014858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3014862.750000 Penalty: 5066.316895
	Iteration 45Q: 3 clusters Score -3014863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3014861.750000 Penalty: 5066.316895
	Iteration 46Q: 3 clusters Score -3014862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3014872.750000 Penalty: 5066.316895
	Iteration 47Q: 3 clusters Score -3014873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3014872.750000 Penalty: 5066.316895
	Iteration 48Q: 3 clusters Score -3014873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3014875.500000 Penalty: 5066.316895
	Iteration 49Q: 3 clusters Score -3014876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3014876.500000 Penalty: 5066.316895
	Iteration 50Q: 3 clusters Score -3014876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3014876.500000 Penalty: 5066.316895
	Iteration 51Q: 3 clusters Score -3014876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3014873.750000 Penalty: 5066.316895
	Iteration 52Q: 3 clusters Score -3014874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3014885.750000 Penalty: 5066.316895
	Iteration 53Q: 3 clusters Score -3014886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3014879.000000 Penalty: 5066.316895
	Iteration 54Q: 3 clusters Score -3014879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3014885.000000 Penalty: 5066.316895
	Iteration 55Q: 3 clusters Score -3014885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3014887.000000 Penalty: 5066.316895
	Iteration 56Q: 3 clusters Score -3014887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3014882.500000 Penalty: 5066.316895
	Iteration 57Q: 3 clusters Score -3014882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3014886.750000 Penalty: 5066.316895
	Iteration 58Q: 3 clusters Score -3014887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3014882.000000 Penalty: 5066.316895
	Iteration 59Q: 3 clusters Score -3014882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3014882.250000 Penalty: 5066.316895
	Iteration 60F: 3 clusters Score -3014882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3014882.750000 Penalty: 5066.316895
	Iteration 61Q: 3 clusters Score -3014883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3014882.500000 Penalty: 5066.316895
	Iteration 62Q: 3 clusters Score -3014882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3014885.250000 Penalty: 5066.316895
	Iteration 63Q: 3 clusters Score -3014885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3014874.500000 Penalty: 5066.316895
	Iteration 64Q: 3 clusters Score -3014874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3014885.750000 Penalty: 5066.316895
	Iteration 65Q: 3 clusters Score -3014886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3014882.750000 Penalty: 5066.316895
	Iteration 66Q: 3 clusters Score -3014883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3014883.250000 Penalty: 5066.316895
	Iteration 67Q: 3 clusters Score -3014883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3014884.000000 Penalty: 5066.316895
	Iteration 68Q: 3 clusters Score -3014884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3014886.000000 Penalty: 5066.316895
	Iteration 69Q: 3 clusters Score -3014886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3014887.750000 Penalty: 5066.316895
	Iteration 70Q: 3 clusters Score -3014888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3014890.250000 Penalty: 5066.316895
	Iteration 71Q: 3 clusters Score -3014890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3014888.000000 Penalty: 5066.316895
	Iteration 72Q: 3 clusters Score -3014888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3014889.250000 Penalty: 5066.316895
	Iteration 73Q: 3 clusters Score -3014889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3014890.000000 Penalty: 5066.316895
	Iteration 74Q: 3 clusters Score -3014890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3014890.750000 Penalty: 5066.316895
	Iteration 75Q: 3 clusters Score -3014891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3014892.750000 Penalty: 5066.316895
	Iteration 76Q: 3 clusters Score -3014893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3014899.750000 Penalty: 5066.316895
	Iteration 77Q: 3 clusters Score -3014900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3014905.000000 Penalty: 5066.316895
	Iteration 78Q: 3 clusters Score -3014905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3014906.250000 Penalty: 5066.316895
	Iteration 79Q: 3 clusters Score -3014906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3014906.500000 Penalty: 5066.316895
	Iteration 80F: 3 clusters Score -3014906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3014908.250000 Penalty: 5066.316895
	Iteration 81Q: 3 clusters Score -3014908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3014906.250000 Penalty: 5066.316895
	Iteration 82Q: 3 clusters Score -3014906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3014910.500000 Penalty: 5066.316895
	Iteration 83Q: 3 clusters Score -3014910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3014919.750000 Penalty: 5066.316895
	Iteration 84Q: 3 clusters Score -3014920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3014916.250000 Penalty: 5066.316895
	Iteration 85Q: 3 clusters Score -3014916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3014919.250000 Penalty: 5066.316895
	Iteration 86Q: 3 clusters Score -3014919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3014919.750000 Penalty: 5066.316895
	Iteration 87Q: 3 clusters Score -3014920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3014920.000000 Penalty: 5066.316895
	Iteration 88Q: 3 clusters Score -3014920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3014922.000000 Penalty: 5066.316895
	Iteration 89Q: 3 clusters Score -3014922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3014924.500000 Penalty: 5066.316895
	Iteration 90Q: 3 clusters Score -3014924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3014920.750000 Penalty: 5066.316895
	Iteration 91Q: 3 clusters Score -3014921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3014923.250000 Penalty: 5066.316895
	Iteration 92Q: 3 clusters Score -3014923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3014922.500000 Penalty: 5066.316895
	Iteration 93Q: 3 clusters Score -3014922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3014922.250000 Penalty: 5066.316895
	Iteration 94Q: 3 clusters Score -3014922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3014924.500000 Penalty: 5066.316895
	Iteration 95Q: 3 clusters Score -3014924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3014924.000000 Penalty: 5066.316895
	Iteration 96Q: 3 clusters Score -3014924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3014927.500000 Penalty: 5066.316895
	Iteration 97Q: 3 clusters Score -3014928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3014925.000000 Penalty: 5066.316895
	Iteration 98Q: 3 clusters Score -3014925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3014924.000000 Penalty: 5066.316895
	Iteration 99Q: 3 clusters Score -3014924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3014923.750000 Penalty: 5066.316895
	Iteration 100F: 3 clusters Score -3014924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Entering Unmasked Estep 
Score: -5637261.500000 Penalty: 2673.903564
	Iteration 0F: 2 clusters Score -5637262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -5604751.500000 Penalty: 5347.807129
	Iteration 0F: 3 clusters Score -5604752 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -5617310.000000 Penalty: 5347.807129
	Iteration 1F: 3 clusters Score -5617310 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -5618051.500000 Penalty: 5347.807129
	Iteration 2Q: 3 clusters Score -5618052 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5618983.500000 Penalty: 5347.807129
	Iteration 3Q: 3 clusters Score -5618984 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -5620163.500000 Penalty: 5347.807129
	Iteration 4F: 3 clusters Score -5620164 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -5621565.000000 Penalty: 5347.807129
	Iteration 5F: 3 clusters Score -5621565 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -5623448.500000 Penalty: 5347.807129
	Iteration 6F: 3 clusters Score -5623448 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5625628.000000 Penalty: 5347.807129
	Iteration 7F: 3 clusters Score -5625628 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5627836.000000 Penalty: 5347.807129
	Iteration 8F: 3 clusters Score -5627836 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -5629696.000000 Penalty: 5347.807129
	Iteration 9F: 3 clusters Score -5629696 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5631154.500000 Penalty: 5347.807129
	Iteration 10Q: 3 clusters Score -5631154 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5632356.000000 Penalty: 5347.807129
	Iteration 11Q: 3 clusters Score -5632356 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5633321.500000 Penalty: 5347.807129
	Iteration 12Q: 3 clusters Score -5633322 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -5633944.500000 Penalty: 5347.807129
	Iteration 13Q: 3 clusters Score -5633944 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5634376.500000 Penalty: 5347.807129
	Iteration 14Q: 3 clusters Score -5634376 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -5634687.000000 Penalty: 5347.807129
	Iteration 15Q: 3 clusters Score -5634687 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -5634829.500000 Penalty: 5347.807129
	Iteration 16Q: 3 clusters Score -5634830 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5634945.500000 Penalty: 5347.807129
	Iteration 17Q: 3 clusters Score -5634946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -5634991.500000 Penalty: 5347.807129
	Iteration 18Q: 3 clusters Score -5634992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -5635020.000000 Penalty: 5347.807129
	Iteration 19Q: 3 clusters Score -5635020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -5635063.500000 Penalty: 5347.807129
	Iteration 20F: 3 clusters Score -5635064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -5635069.000000 Penalty: 5347.807129
	Iteration 21Q: 3 clusters Score -5635069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -5635101.000000 Penalty: 5347.807129
	Iteration 22Q: 3 clusters Score -5635101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -5635101.500000 Penalty: 5347.807129
	Iteration 23Q: 3 clusters Score -5635102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -5635130.000000 Penalty: 5347.807129
	Iteration 24Q: 3 clusters Score -5635130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -5635136.000000 Penalty: 5347.807129
	Iteration 25Q: 3 clusters Score -5635136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -5635148.000000 Penalty: 5347.807129
	Iteration 26Q: 3 clusters Score -5635148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -5635162.000000 Penalty: 5347.807129
	Iteration 27Q: 3 clusters Score -5635162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5635177.500000 Penalty: 5347.807129
	Iteration 28Q: 3 clusters Score -5635178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -5635193.000000 Penalty: 5347.807129
	Iteration 29Q: 3 clusters Score -5635193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -5635202.000000 Penalty: 5347.807129
	Iteration 30Q: 3 clusters Score -5635202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -5635211.500000 Penalty: 5347.807129
	Iteration 31Q: 3 clusters Score -5635212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -5635206.000000 Penalty: 5347.807129
	Iteration 32Q: 3 clusters Score -5635206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -5635205.500000 Penalty: 5347.807129
	Iteration 33Q: 3 clusters Score -5635206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5635214.500000 Penalty: 5347.807129
	Iteration 34Q: 3 clusters Score -5635214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -5635216.500000 Penalty: 5347.807129
	Iteration 35Q: 3 clusters Score -5635216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5635222.000000 Penalty: 5347.807129
	Iteration 36Q: 3 clusters Score -5635222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -5635219.500000 Penalty: 5347.807129
	Iteration 37Q: 3 clusters Score -5635220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -5635230.500000 Penalty: 5347.807129
	Iteration 38Q: 3 clusters Score -5635230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -5635238.000000 Penalty: 5347.807129
	Iteration 39Q: 3 clusters Score -5635238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -5635237.000000 Penalty: 5347.807129
	Iteration 40F: 3 clusters Score -5635237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -5635238.500000 Penalty: 5347.807129
	Iteration 41Q: 3 clusters Score -5635238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -5635238.500000 Penalty: 5347.807129
	Iteration 42Q: 3 clusters Score -5635238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -5635230.500000 Penalty: 5347.807129
	Iteration 43Q: 3 clusters Score -5635230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -5635232.000000 Penalty: 5347.807129
	Iteration 44Q: 3 clusters Score -5635232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -5635236.000000 Penalty: 5347.807129
	Iteration 45Q: 3 clusters Score -5635236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -5635243.000000 Penalty: 5347.807129
	Iteration 46Q: 3 clusters Score -5635243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -5635243.000000 Penalty: 5347.807129
	Iteration 47F: 3 clusters Score -5635243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108772 members 
Entering Unmasked Estep 
Score: -12922823.000000 Penalty: 2876.058350
	Iteration 0F: 2 clusters Score -1.292282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -12850025.000000 Penalty: 5752.116699
	Iteration 0F: 3 clusters Score -1.285002e+07 nChanged 51656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -12879439.000000 Penalty: 5752.116699
	Iteration 1F: 3 clusters Score -1.287944e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -12880528.000000 Penalty: 5752.116699
	Iteration 2Q: 3 clusters Score -1.288053e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -12881961.000000 Penalty: 5752.116699
	Iteration 3Q: 3 clusters Score -1.288196e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -12883927.000000 Penalty: 5752.116699
	Iteration 4Q: 3 clusters Score -1.288393e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -12887082.000000 Penalty: 5752.116699
	Iteration 5F: 3 clusters Score -1.288708e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -12892238.000000 Penalty: 5752.116699
	Iteration 6F: 3 clusters Score -1.289224e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -12899219.000000 Penalty: 5752.116699
	Iteration 7F: 3 clusters Score -1.289922e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -12907361.000000 Penalty: 5752.116699
	Iteration 8F: 3 clusters Score -1.290736e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -12914192.000000 Penalty: 5752.116699
	Iteration 9F: 3 clusters Score -1.291419e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -12917904.000000 Penalty: 5752.116699
	Iteration 10Q: 3 clusters Score -1.29179e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12919409.000000 Penalty: 5752.116699
	Iteration 11Q: 3 clusters Score -1.291941e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12919890.000000 Penalty: 5752.116699
	Iteration 12Q: 3 clusters Score -1.291989e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -12920079.000000 Penalty: 5752.116699
	Iteration 13Q: 3 clusters Score -1.292008e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12920203.000000 Penalty: 5752.116699
	Iteration 14Q: 3 clusters Score -1.29202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12920243.000000 Penalty: 5752.116699
	Iteration 15Q: 3 clusters Score -1.292024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12920272.000000 Penalty: 5752.116699
	Iteration 16Q: 3 clusters Score -1.292027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12920277.000000 Penalty: 5752.116699
	Iteration 17Q: 3 clusters Score -1.292028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12920296.000000 Penalty: 5752.116699
	Iteration 18Q: 3 clusters Score -1.29203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12920305.000000 Penalty: 5752.116699
	Iteration 19Q: 3 clusters Score -1.29203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12920309.000000 Penalty: 5752.116699
	Iteration 20F: 3 clusters Score -1.292031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12920319.000000 Penalty: 5752.116699
	Iteration 21Q: 3 clusters Score -1.292032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12920325.000000 Penalty: 5752.116699
	Iteration 22Q: 3 clusters Score -1.292032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12920326.000000 Penalty: 5752.116699
	Iteration 23Q: 3 clusters Score -1.292033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -12920318.000000 Penalty: 5752.116699
	Iteration 24Q: 3 clusters Score -1.292032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108548 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12920325.000000 Penalty: 5752.116699
	Iteration 25Q: 3 clusters Score -1.292032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12920335.000000 Penalty: 5752.116699
	Iteration 26Q: 3 clusters Score -1.292034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12920335.000000 Penalty: 5752.116699
	Iteration 27F: 3 clusters Score -1.292034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Entering Unmasked Estep 
Score: -9171335.000000 Penalty: 2785.695312
	Iteration 0F: 2 clusters Score -9171335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -9120592.000000 Penalty: 5571.390625
	Iteration 0F: 3 clusters Score -9120592 nChanged 35483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -9140785.000000 Penalty: 5571.390625
	Iteration 1F: 3 clusters Score -9140785 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -9141412.000000 Penalty: 5571.390625
	Iteration 2Q: 3 clusters Score -9141412 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -9142112.000000 Penalty: 5571.390625
	Iteration 3Q: 3 clusters Score -9142112 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -9142967.000000 Penalty: 5571.390625
	Iteration 4Q: 3 clusters Score -9142967 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -9144299.000000 Penalty: 5571.390625
	Iteration 5Q: 3 clusters Score -9144299 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -9146459.000000 Penalty: 5571.390625
	Iteration 6F: 3 clusters Score -9146459 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -9150101.000000 Penalty: 5571.390625
	Iteration 7F: 3 clusters Score -9150101 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -9155498.000000 Penalty: 5571.390625
	Iteration 8F: 3 clusters Score -9155498 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -9161456.000000 Penalty: 5571.390625
	Iteration 9F: 3 clusters Score -9161456 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -9165747.000000 Penalty: 5571.390625
	Iteration 10F: 3 clusters Score -9165747 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9167714.000000 Penalty: 5571.390625
	Iteration 11Q: 3 clusters Score -9167714 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9168436.000000 Penalty: 5571.390625
	Iteration 12Q: 3 clusters Score -9168436 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9168704.000000 Penalty: 5571.390625
	Iteration 13Q: 3 clusters Score -9168704 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9168856.000000 Penalty: 5571.390625
	Iteration 14Q: 3 clusters Score -9168856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9168913.000000 Penalty: 5571.390625
	Iteration 15Q: 3 clusters Score -9168913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9168951.000000 Penalty: 5571.390625
	Iteration 16Q: 3 clusters Score -9168951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9168980.000000 Penalty: 5571.390625
	Iteration 17Q: 3 clusters Score -9168980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9169006.000000 Penalty: 5571.390625
	Iteration 18Q: 3 clusters Score -9169006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9169017.000000 Penalty: 5571.390625
	Iteration 19Q: 3 clusters Score -9169017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9169022.000000 Penalty: 5571.390625
	Iteration 20F: 3 clusters Score -9169022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9169029.000000 Penalty: 5571.390625
	Iteration 21Q: 3 clusters Score -9169029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9169029.000000 Penalty: 5571.390625
	Iteration 22Q: 3 clusters Score -9169029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9169036.000000 Penalty: 5571.390625
	Iteration 23Q: 3 clusters Score -9169036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9169029.000000 Penalty: 5571.390625
	Iteration 24Q: 3 clusters Score -9169029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9169029.000000 Penalty: 5571.390625
	Iteration 25F: 3 clusters Score -9169029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -415817.937500 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -415817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -412249.343750 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -412249.3 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -412982.968750 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -412983 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -413162.750000 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -413162.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -413270.687500 Penalty: 4041.054932
	Iteration 3F: 3 clusters Score -413270.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -413337.500000 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -413337.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -413381.937500 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -413381.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -413415.593750 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -413415.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -413445.875000 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -413445.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -413465.375000 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -413465.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -413484.843750 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -413484.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -413502.500000 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -413502.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -413514.875000 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -413514.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -413521.718750 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -413521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -413529.406250 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -413529.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -413535.562500 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -413535.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -413541.218750 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -413541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -413545.031250 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -413545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -413551.062500 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -413551.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -413554.187500 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -413554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -413557.843750 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -413557.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -413560.125000 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -413560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -413561.625000 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -413561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -413561.937500 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -413561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413562.843750 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -413562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413563.687500 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -413563.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413563.687500 Penalty: 4041.054932
	Iteration 25F: 3 clusters Score -413563.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Entering Unmasked Estep 
Score: -1953961.625000 Penalty: 2418.516602
	Iteration 0F: 2 clusters Score -1953962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1941761.000000 Penalty: 4837.033203
	Iteration 0F: 3 clusters Score -1941761 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1946149.125000 Penalty: 4837.033203
	Iteration 1F: 3 clusters Score -1946149 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1946976.500000 Penalty: 4837.033203
	Iteration 2F: 3 clusters Score -1946976 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1947934.875000 Penalty: 4837.033203
	Iteration 3F: 3 clusters Score -1947935 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1948920.750000 Penalty: 4837.033203
	Iteration 4F: 3 clusters Score -1948921 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1949905.375000 Penalty: 4837.033203
	Iteration 5F: 3 clusters Score -1949905 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1950756.750000 Penalty: 4837.033203
	Iteration 6F: 3 clusters Score -1950757 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1951340.375000 Penalty: 4837.033203
	Iteration 7F: 3 clusters Score -1951340 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1951664.625000 Penalty: 4837.033203
	Iteration 8Q: 3 clusters Score -1951665 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1951864.125000 Penalty: 4837.033203
	Iteration 9Q: 3 clusters Score -1951864 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1951992.375000 Penalty: 4837.033203
	Iteration 10Q: 3 clusters Score -1951992 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1952088.375000 Penalty: 4837.033203
	Iteration 11Q: 3 clusters Score -1952088 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1952164.375000 Penalty: 4837.033203
	Iteration 12Q: 3 clusters Score -1952164 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1952234.875000 Penalty: 4837.033203
	Iteration 13Q: 3 clusters Score -1952235 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1952283.250000 Penalty: 4837.033203
	Iteration 14Q: 3 clusters Score -1952283 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1952337.750000 Penalty: 4837.033203
	Iteration 15Q: 3 clusters Score -1952338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1952366.250000 Penalty: 4837.033203
	Iteration 16Q: 3 clusters Score -1952366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1952390.500000 Penalty: 4837.033203
	Iteration 17Q: 3 clusters Score -1952390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1952411.125000 Penalty: 4837.033203
	Iteration 18Q: 3 clusters Score -1952411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1952429.375000 Penalty: 4837.033203
	Iteration 19Q: 3 clusters Score -1952429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1952449.250000 Penalty: 4837.033203
	Iteration 20F: 3 clusters Score -1952449 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1952460.625000 Penalty: 4837.033203
	Iteration 21Q: 3 clusters Score -1952461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1952474.375000 Penalty: 4837.033203
	Iteration 22Q: 3 clusters Score -1952474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1952489.625000 Penalty: 4837.033203
	Iteration 23Q: 3 clusters Score -1952490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1952493.250000 Penalty: 4837.033203
	Iteration 24Q: 3 clusters Score -1952493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1952508.375000 Penalty: 4837.033203
	Iteration 25Q: 3 clusters Score -1952508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1952517.875000 Penalty: 4837.033203
	Iteration 26Q: 3 clusters Score -1952518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1952522.000000 Penalty: 4837.033203
	Iteration 27Q: 3 clusters Score -1952522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1952527.875000 Penalty: 4837.033203
	Iteration 28Q: 3 clusters Score -1952528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1952537.000000 Penalty: 4837.033203
	Iteration 29Q: 3 clusters Score -1952537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1952544.250000 Penalty: 4837.033203
	Iteration 30Q: 3 clusters Score -1952544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1952547.625000 Penalty: 4837.033203
	Iteration 31Q: 3 clusters Score -1952548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1952558.250000 Penalty: 4837.033203
	Iteration 32Q: 3 clusters Score -1952558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1952567.500000 Penalty: 4837.033203
	Iteration 33Q: 3 clusters Score -1952568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1952571.625000 Penalty: 4837.033203
	Iteration 34Q: 3 clusters Score -1952572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1952582.750000 Penalty: 4837.033203
	Iteration 35Q: 3 clusters Score -1952583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1952591.625000 Penalty: 4837.033203
	Iteration 36Q: 3 clusters Score -1952592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1952595.000000 Penalty: 4837.033203
	Iteration 37Q: 3 clusters Score -1952595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1952607.500000 Penalty: 4837.033203
	Iteration 38Q: 3 clusters Score -1952608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1952615.000000 Penalty: 4837.033203
	Iteration 39Q: 3 clusters Score -1952615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1952627.000000 Penalty: 4837.033203
	Iteration 40F: 3 clusters Score -1952627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1952638.500000 Penalty: 4837.033203
	Iteration 41Q: 3 clusters Score -1952638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1952646.375000 Penalty: 4837.033203
	Iteration 42Q: 3 clusters Score -1952646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1952652.750000 Penalty: 4837.033203
	Iteration 43Q: 3 clusters Score -1952653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1952656.625000 Penalty: 4837.033203
	Iteration 44Q: 3 clusters Score -1952657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1952658.375000 Penalty: 4837.033203
	Iteration 45Q: 3 clusters Score -1952658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1952660.250000 Penalty: 4837.033203
	Iteration 46Q: 3 clusters Score -1952660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1952660.125000 Penalty: 4837.033203
	Iteration 47Q: 3 clusters Score -1952660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1952665.500000 Penalty: 4837.033203
	Iteration 48Q: 3 clusters Score -1952666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1952669.125000 Penalty: 4837.033203
	Iteration 49Q: 3 clusters Score -1952669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1952670.625000 Penalty: 4837.033203
	Iteration 50Q: 3 clusters Score -1952671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1952675.875000 Penalty: 4837.033203
	Iteration 51Q: 3 clusters Score -1952676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1952678.750000 Penalty: 4837.033203
	Iteration 52Q: 3 clusters Score -1952679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1952684.000000 Penalty: 4837.033203
	Iteration 53Q: 3 clusters Score -1952684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1952693.625000 Penalty: 4837.033203
	Iteration 54Q: 3 clusters Score -1952694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1952693.750000 Penalty: 4837.033203
	Iteration 55Q: 3 clusters Score -1952694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1952692.750000 Penalty: 4837.033203
	Iteration 56Q: 3 clusters Score -1952693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1952695.250000 Penalty: 4837.033203
	Iteration 57Q: 3 clusters Score -1952695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1952692.875000 Penalty: 4837.033203
	Iteration 58Q: 3 clusters Score -1952693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1952703.375000 Penalty: 4837.033203
	Iteration 59Q: 3 clusters Score -1952703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1952703.500000 Penalty: 4837.033203
	Iteration 60F: 3 clusters Score -1952704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1952702.375000 Penalty: 4837.033203
	Iteration 61Q: 3 clusters Score -1952702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1952704.250000 Penalty: 4837.033203
	Iteration 62Q: 3 clusters Score -1952704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1952709.500000 Penalty: 4837.033203
	Iteration 63Q: 3 clusters Score -1952710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1952708.500000 Penalty: 4837.033203
	Iteration 64Q: 3 clusters Score -1952708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1952708.500000 Penalty: 4837.033203
	Iteration 65Q: 3 clusters Score -1952708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1952712.375000 Penalty: 4837.033203
	Iteration 66Q: 3 clusters Score -1952712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1952714.625000 Penalty: 4837.033203
	Iteration 67Q: 3 clusters Score -1952715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1952709.000000 Penalty: 4837.033203
	Iteration 68Q: 3 clusters Score -1952709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1952713.250000 Penalty: 4837.033203
	Iteration 69Q: 3 clusters Score -1952713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1952713.000000 Penalty: 4837.033203
	Iteration 70Q: 3 clusters Score -1952713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1952716.250000 Penalty: 4837.033203
	Iteration 71Q: 3 clusters Score -1952716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1952713.750000 Penalty: 4837.033203
	Iteration 72Q: 3 clusters Score -1952714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1952716.000000 Penalty: 4837.033203
	Iteration 73Q: 3 clusters Score -1952716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1952715.375000 Penalty: 4837.033203
	Iteration 74Q: 3 clusters Score -1952715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1952716.750000 Penalty: 4837.033203
	Iteration 75Q: 3 clusters Score -1952717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1952714.750000 Penalty: 4837.033203
	Iteration 76Q: 3 clusters Score -1952715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1952716.625000 Penalty: 4837.033203
	Iteration 77Q: 3 clusters Score -1952717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1952719.000000 Penalty: 4837.033203
	Iteration 78Q: 3 clusters Score -1952719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1952724.750000 Penalty: 4837.033203
	Iteration 79Q: 3 clusters Score -1952725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1952723.500000 Penalty: 4837.033203
	Iteration 80F: 3 clusters Score -1952724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1952720.625000 Penalty: 4837.033203
	Iteration 81Q: 3 clusters Score -1952721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1952721.375000 Penalty: 4837.033203
	Iteration 82Q: 3 clusters Score -1952721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1952724.250000 Penalty: 4837.033203
	Iteration 83Q: 3 clusters Score -1952724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1952724.375000 Penalty: 4837.033203
	Iteration 84Q: 3 clusters Score -1952724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1952724.000000 Penalty: 4837.033203
	Iteration 85Q: 3 clusters Score -1952724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1952728.375000 Penalty: 4837.033203
	Iteration 86Q: 3 clusters Score -1952728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1952733.625000 Penalty: 4837.033203
	Iteration 87Q: 3 clusters Score -1952734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1952736.125000 Penalty: 4837.033203
	Iteration 88Q: 3 clusters Score -1952736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1952733.375000 Penalty: 4837.033203
	Iteration 89Q: 3 clusters Score -1952733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1952734.750000 Penalty: 4837.033203
	Iteration 90Q: 3 clusters Score -1952735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1952734.125000 Penalty: 4837.033203
	Iteration 91Q: 3 clusters Score -1952734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1952732.875000 Penalty: 4837.033203
	Iteration 92Q: 3 clusters Score -1952733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1952735.625000 Penalty: 4837.033203
	Iteration 93Q: 3 clusters Score -1952736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1952735.125000 Penalty: 4837.033203
	Iteration 94Q: 3 clusters Score -1952735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1952738.125000 Penalty: 4837.033203
	Iteration 95Q: 3 clusters Score -1952738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1952738.250000 Penalty: 4837.033203
	Iteration 96Q: 3 clusters Score -1952738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1952740.375000 Penalty: 4837.033203
	Iteration 97Q: 3 clusters Score -1952740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1952744.750000 Penalty: 4837.033203
	Iteration 98Q: 3 clusters Score -1952745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1952744.875000 Penalty: 4837.033203
	Iteration 99Q: 3 clusters Score -1952745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1952748.750000 Penalty: 4837.033203
	Iteration 100F: 3 clusters Score -1952749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1952751.625000 Penalty: 4837.033203
	Iteration 101Q: 3 clusters Score -1952752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1952752.875000 Penalty: 4837.033203
	Iteration 102Q: 3 clusters Score -1952753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1952759.750000 Penalty: 4837.033203
	Iteration 103Q: 3 clusters Score -1952760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1952760.625000 Penalty: 4837.033203
	Iteration 104Q: 3 clusters Score -1952761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1952768.375000 Penalty: 4837.033203
	Iteration 105Q: 3 clusters Score -1952768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1952769.875000 Penalty: 4837.033203
	Iteration 106Q: 3 clusters Score -1952770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1952778.250000 Penalty: 4837.033203
	Iteration 107Q: 3 clusters Score -1952778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1952783.125000 Penalty: 4837.033203
	Iteration 108Q: 3 clusters Score -1952783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1952782.000000 Penalty: 4837.033203
	Iteration 109Q: 3 clusters Score -1952782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1952795.250000 Penalty: 4837.033203
	Iteration 110Q: 3 clusters Score -1952795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1952796.375000 Penalty: 4837.033203
	Iteration 111Q: 3 clusters Score -1952796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1952806.875000 Penalty: 4837.033203
	Iteration 112Q: 3 clusters Score -1952807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1952813.000000 Penalty: 4837.033203
	Iteration 113Q: 3 clusters Score -1952813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1952813.500000 Penalty: 4837.033203
	Iteration 114Q: 3 clusters Score -1952814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1952825.250000 Penalty: 4837.033203
	Iteration 115Q: 3 clusters Score -1952825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1952825.000000 Penalty: 4837.033203
	Iteration 116Q: 3 clusters Score -1952825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1952837.500000 Penalty: 4837.033203
	Iteration 117Q: 3 clusters Score -1952838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1952850.375000 Penalty: 4837.033203
	Iteration 118Q: 3 clusters Score -1952850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1952856.500000 Penalty: 4837.033203
	Iteration 119Q: 3 clusters Score -1952856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1952870.000000 Penalty: 4837.033203
	Iteration 120F: 3 clusters Score -1952870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1952888.625000 Penalty: 4837.033203
	Iteration 121Q: 3 clusters Score -1952889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1952898.000000 Penalty: 4837.033203
	Iteration 122Q: 3 clusters Score -1952898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1952901.125000 Penalty: 4837.033203
	Iteration 123Q: 3 clusters Score -1952901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1952909.500000 Penalty: 4837.033203
	Iteration 124Q: 3 clusters Score -1952910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1952921.750000 Penalty: 4837.033203
	Iteration 125Q: 3 clusters Score -1952922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1952921.250000 Penalty: 4837.033203
	Iteration 126Q: 3 clusters Score -1952921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1952927.125000 Penalty: 4837.033203
	Iteration 127Q: 3 clusters Score -1952927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1952942.625000 Penalty: 4837.033203
	Iteration 128Q: 3 clusters Score -1952943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1952940.375000 Penalty: 4837.033203
	Iteration 129Q: 3 clusters Score -1952940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1952942.625000 Penalty: 4837.033203
	Iteration 130Q: 3 clusters Score -1952943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1952944.750000 Penalty: 4837.033203
	Iteration 131Q: 3 clusters Score -1952945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1952948.000000 Penalty: 4837.033203
	Iteration 132Q: 3 clusters Score -1952948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1952942.750000 Penalty: 4837.033203
	Iteration 133Q: 3 clusters Score -1952943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1952943.125000 Penalty: 4837.033203
	Iteration 134Q: 3 clusters Score -1952943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1952946.375000 Penalty: 4837.033203
	Iteration 135Q: 3 clusters Score -1952946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1952948.375000 Penalty: 4837.033203
	Iteration 136Q: 3 clusters Score -1952948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1952949.250000 Penalty: 4837.033203
	Iteration 137Q: 3 clusters Score -1952949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1952946.625000 Penalty: 4837.033203
	Iteration 138Q: 3 clusters Score -1952947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1952944.625000 Penalty: 4837.033203
	Iteration 139Q: 3 clusters Score -1952945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1952947.250000 Penalty: 4837.033203
	Iteration 140F: 3 clusters Score -1952947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1952947.125000 Penalty: 4837.033203
	Iteration 141Q: 3 clusters Score -1952947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1952946.750000 Penalty: 4837.033203
	Iteration 142Q: 3 clusters Score -1952947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1952948.750000 Penalty: 4837.033203
	Iteration 143Q: 3 clusters Score -1952949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1952949.375000 Penalty: 4837.033203
	Iteration 144Q: 3 clusters Score -1952949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1952948.500000 Penalty: 4837.033203
	Iteration 145Q: 3 clusters Score -1952948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1952948.875000 Penalty: 4837.033203
	Iteration 146Q: 3 clusters Score -1952949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1952951.500000 Penalty: 4837.033203
	Iteration 147Q: 3 clusters Score -1952952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1952953.125000 Penalty: 4837.033203
	Iteration 148Q: 3 clusters Score -1952953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1952957.625000 Penalty: 4837.033203
	Iteration 149Q: 3 clusters Score -1952958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1952958.375000 Penalty: 4837.033203
	Iteration 150Q: 3 clusters Score -1952958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1952956.375000 Penalty: 4837.033203
	Iteration 151Q: 3 clusters Score -1952956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1952958.500000 Penalty: 4837.033203
	Iteration 152Q: 3 clusters Score -1952958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1952956.125000 Penalty: 4837.033203
	Iteration 153Q: 3 clusters Score -1952956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1952955.250000 Penalty: 4837.033203
	Iteration 154Q: 3 clusters Score -1952955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1952955.000000 Penalty: 4837.033203
	Iteration 155Q: 3 clusters Score -1952955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1952960.375000 Penalty: 4837.033203
	Iteration 156Q: 3 clusters Score -1952960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1952959.500000 Penalty: 4837.033203
	Iteration 157Q: 3 clusters Score -1952960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1952960.250000 Penalty: 4837.033203
	Iteration 158Q: 3 clusters Score -1952960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1952959.500000 Penalty: 4837.033203
	Iteration 159Q: 3 clusters Score -1952960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1952957.875000 Penalty: 4837.033203
	Iteration 160F: 3 clusters Score -1952958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1952959.375000 Penalty: 4837.033203
	Iteration 161Q: 3 clusters Score -1952959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1952960.875000 Penalty: 4837.033203
	Iteration 162Q: 3 clusters Score -1952961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1952961.500000 Penalty: 4837.033203
	Iteration 163Q: 3 clusters Score -1952962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1952961.750000 Penalty: 4837.033203
	Iteration 164Q: 3 clusters Score -1952962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1952960.500000 Penalty: 4837.033203
	Iteration 165Q: 3 clusters Score -1952960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1952963.125000 Penalty: 4837.033203
	Iteration 166Q: 3 clusters Score -1952963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1952962.875000 Penalty: 4837.033203
	Iteration 167Q: 3 clusters Score -1952963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1952963.000000 Penalty: 4837.033203
	Iteration 168Q: 3 clusters Score -1952963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1952963.000000 Penalty: 4837.033203
	Iteration 169F: 3 clusters Score -1952963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Entering Unmasked Estep 
Score: -4010946.250000 Penalty: 2597.968994
	Iteration 0F: 2 clusters Score -4010946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3986863.750000 Penalty: 5195.937988
	Iteration 0F: 3 clusters Score -3986864 nChanged 15988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3995671.500000 Penalty: 5195.937988
	Iteration 1F: 3 clusters Score -3995672 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3996274.000000 Penalty: 5195.937988
	Iteration 2Q: 3 clusters Score -3996274 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3996938.750000 Penalty: 5195.937988
	Iteration 3Q: 3 clusters Score -3996939 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3997706.250000 Penalty: 5195.937988
	Iteration 4Q: 3 clusters Score -3997706 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3998709.750000 Penalty: 5195.937988
	Iteration 5Q: 3 clusters Score -3998710 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4000040.000000 Penalty: 5195.937988
	Iteration 6F: 3 clusters Score -4000040 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -4001631.000000 Penalty: 5195.937988
	Iteration 7F: 3 clusters Score -4001631 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4003294.000000 Penalty: 5195.937988
	Iteration 8F: 3 clusters Score -4003294 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4004841.500000 Penalty: 5195.937988
	Iteration 9F: 3 clusters Score -4004842 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4006025.000000 Penalty: 5195.937988
	Iteration 10Q: 3 clusters Score -4006025 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4006833.250000 Penalty: 5195.937988
	Iteration 11Q: 3 clusters Score -4006833 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4007402.000000 Penalty: 5195.937988
	Iteration 12Q: 3 clusters Score -4007402 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4007819.250000 Penalty: 5195.937988
	Iteration 13Q: 3 clusters Score -4007819 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4008118.750000 Penalty: 5195.937988
	Iteration 14Q: 3 clusters Score -4008119 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4008339.500000 Penalty: 5195.937988
	Iteration 15Q: 3 clusters Score -4008340 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4008518.250000 Penalty: 5195.937988
	Iteration 16Q: 3 clusters Score -4008518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4008653.250000 Penalty: 5195.937988
	Iteration 17Q: 3 clusters Score -4008653 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4008744.750000 Penalty: 5195.937988
	Iteration 18Q: 3 clusters Score -4008745 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4008825.000000 Penalty: 5195.937988
	Iteration 19Q: 3 clusters Score -4008825 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4008886.750000 Penalty: 5195.937988
	Iteration 20F: 3 clusters Score -4008887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4008936.000000 Penalty: 5195.937988
	Iteration 21Q: 3 clusters Score -4008936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4008994.750000 Penalty: 5195.937988
	Iteration 22Q: 3 clusters Score -4008995 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4009038.250000 Penalty: 5195.937988
	Iteration 23Q: 3 clusters Score -4009038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4009084.500000 Penalty: 5195.937988
	Iteration 24Q: 3 clusters Score -4009084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4009124.250000 Penalty: 5195.937988
	Iteration 25Q: 3 clusters Score -4009124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4009165.250000 Penalty: 5195.937988
	Iteration 26Q: 3 clusters Score -4009165 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4009210.000000 Penalty: 5195.937988
	Iteration 27Q: 3 clusters Score -4009210 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4009253.250000 Penalty: 5195.937988
	Iteration 28Q: 3 clusters Score -4009253 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4009305.500000 Penalty: 5195.937988
	Iteration 29Q: 3 clusters Score -4009306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4009357.750000 Penalty: 5195.937988
	Iteration 30Q: 3 clusters Score -4009358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4009394.250000 Penalty: 5195.937988
	Iteration 31Q: 3 clusters Score -4009394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4009426.750000 Penalty: 5195.937988
	Iteration 32Q: 3 clusters Score -4009427 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4009464.750000 Penalty: 5195.937988
	Iteration 33Q: 3 clusters Score -4009465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4009477.000000 Penalty: 5195.937988
	Iteration 34Q: 3 clusters Score -4009477 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4009501.000000 Penalty: 5195.937988
	Iteration 35Q: 3 clusters Score -4009501 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4009536.000000 Penalty: 5195.937988
	Iteration 36Q: 3 clusters Score -4009536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4009553.750000 Penalty: 5195.937988
	Iteration 37Q: 3 clusters Score -4009554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4009576.500000 Penalty: 5195.937988
	Iteration 38Q: 3 clusters Score -4009576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4009578.750000 Penalty: 5195.937988
	Iteration 39Q: 3 clusters Score -4009579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4009588.250000 Penalty: 5195.937988
	Iteration 40F: 3 clusters Score -4009588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4009613.500000 Penalty: 5195.937988
	Iteration 41Q: 3 clusters Score -4009614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4009633.250000 Penalty: 5195.937988
	Iteration 42Q: 3 clusters Score -4009633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4009654.750000 Penalty: 5195.937988
	Iteration 43Q: 3 clusters Score -4009655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4009678.250000 Penalty: 5195.937988
	Iteration 44Q: 3 clusters Score -4009678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4009692.250000 Penalty: 5195.937988
	Iteration 45Q: 3 clusters Score -4009692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4009714.750000 Penalty: 5195.937988
	Iteration 46Q: 3 clusters Score -4009715 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4009730.250000 Penalty: 5195.937988
	Iteration 47Q: 3 clusters Score -4009730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4009758.750000 Penalty: 5195.937988
	Iteration 48Q: 3 clusters Score -4009759 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4009783.000000 Penalty: 5195.937988
	Iteration 49Q: 3 clusters Score -4009783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4009797.500000 Penalty: 5195.937988
	Iteration 50Q: 3 clusters Score -4009798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4009818.250000 Penalty: 5195.937988
	Iteration 51Q: 3 clusters Score -4009818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4009828.500000 Penalty: 5195.937988
	Iteration 52Q: 3 clusters Score -4009828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4009846.750000 Penalty: 5195.937988
	Iteration 53Q: 3 clusters Score -4009847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4009865.750000 Penalty: 5195.937988
	Iteration 54Q: 3 clusters Score -4009866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4009867.250000 Penalty: 5195.937988
	Iteration 55Q: 3 clusters Score -4009867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4009872.000000 Penalty: 5195.937988
	Iteration 56Q: 3 clusters Score -4009872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4009886.750000 Penalty: 5195.937988
	Iteration 57Q: 3 clusters Score -4009887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4009885.000000 Penalty: 5195.937988
	Iteration 58Q: 3 clusters Score -4009885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4009894.500000 Penalty: 5195.937988
	Iteration 59Q: 3 clusters Score -4009894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4009901.750000 Penalty: 5195.937988
	Iteration 60F: 3 clusters Score -4009902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4009901.500000 Penalty: 5195.937988
	Iteration 61Q: 3 clusters Score -4009902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4009899.250000 Penalty: 5195.937988
	Iteration 62Q: 3 clusters Score -4009899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4009899.000000 Penalty: 5195.937988
	Iteration 63Q: 3 clusters Score -4009899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4009906.750000 Penalty: 5195.937988
	Iteration 64Q: 3 clusters Score -4009907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4009903.500000 Penalty: 5195.937988
	Iteration 65Q: 3 clusters Score -4009904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4009907.000000 Penalty: 5195.937988
	Iteration 66Q: 3 clusters Score -4009907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4009902.500000 Penalty: 5195.937988
	Iteration 67Q: 3 clusters Score -4009902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4009902.750000 Penalty: 5195.937988
	Iteration 68Q: 3 clusters Score -4009903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4009908.000000 Penalty: 5195.937988
	Iteration 69Q: 3 clusters Score -4009908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4009910.500000 Penalty: 5195.937988
	Iteration 70Q: 3 clusters Score -4009910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4009910.750000 Penalty: 5195.937988
	Iteration 71Q: 3 clusters Score -4009911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4009909.250000 Penalty: 5195.937988
	Iteration 72Q: 3 clusters Score -4009909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4009910.750000 Penalty: 5195.937988
	Iteration 73Q: 3 clusters Score -4009911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4009910.500000 Penalty: 5195.937988
	Iteration 74Q: 3 clusters Score -4009910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4009906.750000 Penalty: 5195.937988
	Iteration 75Q: 3 clusters Score -4009907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4009906.250000 Penalty: 5195.937988
	Iteration 76Q: 3 clusters Score -4009906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4009905.250000 Penalty: 5195.937988
	Iteration 77Q: 3 clusters Score -4009905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4009903.250000 Penalty: 5195.937988
	Iteration 78Q: 3 clusters Score -4009903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4009906.250000 Penalty: 5195.937988
	Iteration 79Q: 3 clusters Score -4009906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4009906.250000 Penalty: 5195.937988
	Iteration 80F: 3 clusters Score -4009906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -124239.945312 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -124239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122259.539062 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -122259.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -122963.304688 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -122963.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -123360.335938 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -123360.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -123672.882812 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -123672.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -124072.726562 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -124072.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -124808.085938 Penalty: 3509.181641
	Iteration 5F: 3 clusters Score -124808.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -125505.007812 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -125505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -125573.140625 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -125573.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -125617.945312 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -125617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -125648.320312 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -125648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -125663.242188 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -125663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -125678.601562 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -125678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -125701.562500 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -125701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -125726.437500 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -125726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -125730.765625 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -125730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -125747.578125 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -125747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -125753.273438 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -125753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -125753.273438 Penalty: 3509.181641
	Iteration 17F: 3 clusters Score -125753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 93041 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18479 members 
Mstep: Class 5 contains 22299 members 
Mstep: Class 6 contains 164073 members 
Mstep: Class 7 contains 81395 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 30281 members 
Mstep: Class 11 contains 170494 members 
Mstep: Class 12 contains 62320 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27292 members 
Mstep: Class 15 contains 48140 members 
Mstep: Class 16 contains 108772 members 
Mstep: Class 17 contains 75557 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 1008 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40148 members 
Mstep: Class 25 contains 241427 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173358 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 5675 members 
Mstep: Class 35 contains 160524 members 
Mstep: Class 36 contains 174 members 
Entering Unmasked Estep 
Score: -205572336.000000 Penalty: 128518.421875
Splitting cluster 21 changes total score from -205572400.000000 to -205572336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (18978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Entering Unmasked Estep 
Score: -2117914.750000 Penalty: 2443.056885
	Iteration 0F: 2 clusters Score -2117915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2104556.500000 Penalty: 4886.113770
	Iteration 0F: 3 clusters Score -2104556 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2109087.000000 Penalty: 4886.113770
	Iteration 1F: 3 clusters Score -2109087 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2109543.250000 Penalty: 4886.113770
	Iteration 2F: 3 clusters Score -2109543 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2109934.000000 Penalty: 4886.113770
	Iteration 3F: 3 clusters Score -2109934 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2110356.000000 Penalty: 4886.113770
	Iteration 4Q: 3 clusters Score -2110356 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2110779.000000 Penalty: 4886.113770
	Iteration 5Q: 3 clusters Score -2110779 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2111219.500000 Penalty: 4886.113770
	Iteration 6Q: 3 clusters Score -2111220 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2111638.250000 Penalty: 4886.113770
	Iteration 7Q: 3 clusters Score -2111638 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2112067.500000 Penalty: 4886.113770
	Iteration 8Q: 3 clusters Score -2112068 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2112534.750000 Penalty: 4886.113770
	Iteration 9Q: 3 clusters Score -2112535 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2112970.250000 Penalty: 4886.113770
	Iteration 10Q: 3 clusters Score -2112970 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2113408.000000 Penalty: 4886.113770
	Iteration 11Q: 3 clusters Score -2113408 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2113800.500000 Penalty: 4886.113770
	Iteration 12Q: 3 clusters Score -2113800 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2114126.000000 Penalty: 4886.113770
	Iteration 13Q: 3 clusters Score -2114126 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2114430.000000 Penalty: 4886.113770
	Iteration 14Q: 3 clusters Score -2114430 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2114710.500000 Penalty: 4886.113770
	Iteration 15Q: 3 clusters Score -2114710 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2114970.750000 Penalty: 4886.113770
	Iteration 16Q: 3 clusters Score -2114971 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2115202.500000 Penalty: 4886.113770
	Iteration 17Q: 3 clusters Score -2115202 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2115401.750000 Penalty: 4886.113770
	Iteration 18Q: 3 clusters Score -2115402 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2115575.000000 Penalty: 4886.113770
	Iteration 19Q: 3 clusters Score -2115575 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2115715.000000 Penalty: 4886.113770
	Iteration 20F: 3 clusters Score -2115715 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2115841.750000 Penalty: 4886.113770
	Iteration 21Q: 3 clusters Score -2115842 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2115947.000000 Penalty: 4886.113770
	Iteration 22Q: 3 clusters Score -2115947 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2116022.250000 Penalty: 4886.113770
	Iteration 23Q: 3 clusters Score -2116022 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2116115.000000 Penalty: 4886.113770
	Iteration 24Q: 3 clusters Score -2116115 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2116183.000000 Penalty: 4886.113770
	Iteration 25Q: 3 clusters Score -2116183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2116232.500000 Penalty: 4886.113770
	Iteration 26Q: 3 clusters Score -2116232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2116275.750000 Penalty: 4886.113770
	Iteration 27Q: 3 clusters Score -2116276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2116306.500000 Penalty: 4886.113770
	Iteration 28Q: 3 clusters Score -2116306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2116336.000000 Penalty: 4886.113770
	Iteration 29Q: 3 clusters Score -2116336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2116359.750000 Penalty: 4886.113770
	Iteration 30Q: 3 clusters Score -2116360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2116381.250000 Penalty: 4886.113770
	Iteration 31Q: 3 clusters Score -2116381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2116400.750000 Penalty: 4886.113770
	Iteration 32Q: 3 clusters Score -2116401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2116408.000000 Penalty: 4886.113770
	Iteration 33Q: 3 clusters Score -2116408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2116417.000000 Penalty: 4886.113770
	Iteration 34Q: 3 clusters Score -2116417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2116422.750000 Penalty: 4886.113770
	Iteration 35Q: 3 clusters Score -2116423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2116427.500000 Penalty: 4886.113770
	Iteration 36Q: 3 clusters Score -2116428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2116432.250000 Penalty: 4886.113770
	Iteration 37Q: 3 clusters Score -2116432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2116440.500000 Penalty: 4886.113770
	Iteration 38Q: 3 clusters Score -2116440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2116449.250000 Penalty: 4886.113770
	Iteration 39Q: 3 clusters Score -2116449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2116452.000000 Penalty: 4886.113770
	Iteration 40F: 3 clusters Score -2116452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2116453.000000 Penalty: 4886.113770
	Iteration 41Q: 3 clusters Score -2116453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2116457.250000 Penalty: 4886.113770
	Iteration 42Q: 3 clusters Score -2116457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2116456.750000 Penalty: 4886.113770
	Iteration 43Q: 3 clusters Score -2116457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2116461.750000 Penalty: 4886.113770
	Iteration 44Q: 3 clusters Score -2116462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2116461.250000 Penalty: 4886.113770
	Iteration 45Q: 3 clusters Score -2116461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2116467.500000 Penalty: 4886.113770
	Iteration 46Q: 3 clusters Score -2116468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2116469.000000 Penalty: 4886.113770
	Iteration 47Q: 3 clusters Score -2116469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2116470.250000 Penalty: 4886.113770
	Iteration 48Q: 3 clusters Score -2116470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2116469.000000 Penalty: 4886.113770
	Iteration 49Q: 3 clusters Score -2116469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2116470.250000 Penalty: 4886.113770
	Iteration 50Q: 3 clusters Score -2116470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2116470.000000 Penalty: 4886.113770
	Iteration 51Q: 3 clusters Score -2116470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2116470.000000 Penalty: 4886.113770
	Iteration 52F: 3 clusters Score -2116470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -879052.062500 Penalty: 2212.918457
	Iteration 0F: 2 clusters Score -879052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -872942.687500 Penalty: 4425.836914
	Iteration 0F: 3 clusters Score -872942.7 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -874697.937500 Penalty: 4425.836914
	Iteration 1F: 3 clusters Score -874697.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -875334.250000 Penalty: 4425.836914
	Iteration 2F: 3 clusters Score -875334.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -876032.500000 Penalty: 4425.836914
	Iteration 3F: 3 clusters Score -876032.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -876648.500000 Penalty: 4425.836914
	Iteration 4F: 3 clusters Score -876648.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -877170.062500 Penalty: 4425.836914
	Iteration 5F: 3 clusters Score -877170.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -877585.187500 Penalty: 4425.836914
	Iteration 6F: 3 clusters Score -877585.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -877874.125000 Penalty: 4425.836914
	Iteration 7F: 3 clusters Score -877874.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -878051.000000 Penalty: 4425.836914
	Iteration 8Q: 3 clusters Score -878051 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -878166.125000 Penalty: 4425.836914
	Iteration 9Q: 3 clusters Score -878166.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -878251.000000 Penalty: 4425.836914
	Iteration 10Q: 3 clusters Score -878251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -878304.125000 Penalty: 4425.836914
	Iteration 11Q: 3 clusters Score -878304.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -878350.437500 Penalty: 4425.836914
	Iteration 12Q: 3 clusters Score -878350.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -878381.937500 Penalty: 4425.836914
	Iteration 13Q: 3 clusters Score -878381.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -878412.437500 Penalty: 4425.836914
	Iteration 14Q: 3 clusters Score -878412.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -878444.562500 Penalty: 4425.836914
	Iteration 15Q: 3 clusters Score -878444.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -878469.312500 Penalty: 4425.836914
	Iteration 16Q: 3 clusters Score -878469.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -878483.937500 Penalty: 4425.836914
	Iteration 17Q: 3 clusters Score -878483.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -878494.062500 Penalty: 4425.836914
	Iteration 18Q: 3 clusters Score -878494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -878501.937500 Penalty: 4425.836914
	Iteration 19Q: 3 clusters Score -878501.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -878514.187500 Penalty: 4425.836914
	Iteration 20F: 3 clusters Score -878514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -878526.125000 Penalty: 4425.836914
	Iteration 21Q: 3 clusters Score -878526.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -878538.625000 Penalty: 4425.836914
	Iteration 22Q: 3 clusters Score -878538.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -878550.312500 Penalty: 4425.836914
	Iteration 23Q: 3 clusters Score -878550.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -878561.187500 Penalty: 4425.836914
	Iteration 24Q: 3 clusters Score -878561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -878576.750000 Penalty: 4425.836914
	Iteration 25Q: 3 clusters Score -878576.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -878601.625000 Penalty: 4425.836914
	Iteration 26Q: 3 clusters Score -878601.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -878626.625000 Penalty: 4425.836914
	Iteration 27Q: 3 clusters Score -878626.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -878653.062500 Penalty: 4425.836914
	Iteration 28Q: 3 clusters Score -878653.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -878684.937500 Penalty: 4425.836914
	Iteration 29Q: 3 clusters Score -878684.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -878727.000000 Penalty: 4425.836914
	Iteration 30Q: 3 clusters Score -878727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -878742.187500 Penalty: 4425.836914
	Iteration 31Q: 3 clusters Score -878742.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -878754.875000 Penalty: 4425.836914
	Iteration 32Q: 3 clusters Score -878754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -878761.812500 Penalty: 4425.836914
	Iteration 33Q: 3 clusters Score -878761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -878761.750000 Penalty: 4425.836914
	Iteration 34Q: 3 clusters Score -878761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -878762.937500 Penalty: 4425.836914
	Iteration 35Q: 3 clusters Score -878762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -878764.250000 Penalty: 4425.836914
	Iteration 36Q: 3 clusters Score -878764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -878768.500000 Penalty: 4425.836914
	Iteration 37Q: 3 clusters Score -878768.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -878774.500000 Penalty: 4425.836914
	Iteration 38Q: 3 clusters Score -878774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -878778.625000 Penalty: 4425.836914
	Iteration 39Q: 3 clusters Score -878778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -878783.125000 Penalty: 4425.836914
	Iteration 40F: 3 clusters Score -878783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -878783.250000 Penalty: 4425.836914
	Iteration 41Q: 3 clusters Score -878783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -878783.875000 Penalty: 4425.836914
	Iteration 42Q: 3 clusters Score -878783.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -878783.875000 Penalty: 4425.836914
	Iteration 43F: 3 clusters Score -878783.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Entering Unmasked Estep 
Score: -4762358.500000 Penalty: 2628.881104
	Iteration 0F: 2 clusters Score -4762358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4735065.000000 Penalty: 5257.762207
	Iteration 0F: 3 clusters Score -4735065 nChanged 18563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4745317.000000 Penalty: 5257.762207
	Iteration 1F: 3 clusters Score -4745317 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4746075.500000 Penalty: 5257.762207
	Iteration 2Q: 3 clusters Score -4746076 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -4746991.500000 Penalty: 5257.762207
	Iteration 3F: 3 clusters Score -4746992 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -4748176.500000 Penalty: 5257.762207
	Iteration 4F: 3 clusters Score -4748176 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -4749775.500000 Penalty: 5257.762207
	Iteration 5F: 3 clusters Score -4749776 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4751715.000000 Penalty: 5257.762207
	Iteration 6F: 3 clusters Score -4751715 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4753761.000000 Penalty: 5257.762207
	Iteration 7F: 3 clusters Score -4753761 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4755465.500000 Penalty: 5257.762207
	Iteration 8F: 3 clusters Score -4755466 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4756654.000000 Penalty: 5257.762207
	Iteration 9Q: 3 clusters Score -4756654 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4757602.500000 Penalty: 5257.762207
	Iteration 10Q: 3 clusters Score -4757602 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4758318.500000 Penalty: 5257.762207
	Iteration 11Q: 3 clusters Score -4758318 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4758774.500000 Penalty: 5257.762207
	Iteration 12Q: 3 clusters Score -4758774 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4759087.500000 Penalty: 5257.762207
	Iteration 13Q: 3 clusters Score -4759088 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4759306.500000 Penalty: 5257.762207
	Iteration 14Q: 3 clusters Score -4759306 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4759440.000000 Penalty: 5257.762207
	Iteration 15Q: 3 clusters Score -4759440 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4759549.500000 Penalty: 5257.762207
	Iteration 16Q: 3 clusters Score -4759550 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4759657.000000 Penalty: 5257.762207
	Iteration 17Q: 3 clusters Score -4759657 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4759724.000000 Penalty: 5257.762207
	Iteration 18Q: 3 clusters Score -4759724 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4759780.000000 Penalty: 5257.762207
	Iteration 19Q: 3 clusters Score -4759780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4759835.000000 Penalty: 5257.762207
	Iteration 20F: 3 clusters Score -4759835 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4759874.000000 Penalty: 5257.762207
	Iteration 21Q: 3 clusters Score -4759874 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4759921.500000 Penalty: 5257.762207
	Iteration 22Q: 3 clusters Score -4759922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4759945.000000 Penalty: 5257.762207
	Iteration 23Q: 3 clusters Score -4759945 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -4759985.000000 Penalty: 5257.762207
	Iteration 24Q: 3 clusters Score -4759985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4759993.500000 Penalty: 5257.762207
	Iteration 25Q: 3 clusters Score -4759994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -4760013.000000 Penalty: 5257.762207
	Iteration 26Q: 3 clusters Score -4760013 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4760047.000000 Penalty: 5257.762207
	Iteration 27Q: 3 clusters Score -4760047 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -4760052.500000 Penalty: 5257.762207
	Iteration 28Q: 3 clusters Score -4760052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4760070.000000 Penalty: 5257.762207
	Iteration 29Q: 3 clusters Score -4760070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4760082.500000 Penalty: 5257.762207
	Iteration 30Q: 3 clusters Score -4760082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4760108.500000 Penalty: 5257.762207
	Iteration 31Q: 3 clusters Score -4760108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4760125.500000 Penalty: 5257.762207
	Iteration 32Q: 3 clusters Score -4760126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4760125.500000 Penalty: 5257.762207
	Iteration 33Q: 3 clusters Score -4760126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4760126.000000 Penalty: 5257.762207
	Iteration 34Q: 3 clusters Score -4760126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4760140.500000 Penalty: 5257.762207
	Iteration 35Q: 3 clusters Score -4760140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -4760154.500000 Penalty: 5257.762207
	Iteration 36Q: 3 clusters Score -4760154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4760165.000000 Penalty: 5257.762207
	Iteration 37Q: 3 clusters Score -4760165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4760167.500000 Penalty: 5257.762207
	Iteration 38Q: 3 clusters Score -4760168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -4760174.500000 Penalty: 5257.762207
	Iteration 39Q: 3 clusters Score -4760174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4760186.500000 Penalty: 5257.762207
	Iteration 40F: 3 clusters Score -4760186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4760203.500000 Penalty: 5257.762207
	Iteration 41Q: 3 clusters Score -4760204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4760217.000000 Penalty: 5257.762207
	Iteration 42Q: 3 clusters Score -4760217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4760232.500000 Penalty: 5257.762207
	Iteration 43Q: 3 clusters Score -4760232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4760246.500000 Penalty: 5257.762207
	Iteration 44Q: 3 clusters Score -4760246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -4760264.000000 Penalty: 5257.762207
	Iteration 45Q: 3 clusters Score -4760264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4760273.500000 Penalty: 5257.762207
	Iteration 46Q: 3 clusters Score -4760274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4760280.500000 Penalty: 5257.762207
	Iteration 47Q: 3 clusters Score -4760280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -4760289.500000 Penalty: 5257.762207
	Iteration 48Q: 3 clusters Score -4760290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4760302.500000 Penalty: 5257.762207
	Iteration 49Q: 3 clusters Score -4760302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4760316.500000 Penalty: 5257.762207
	Iteration 50Q: 3 clusters Score -4760316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4760319.500000 Penalty: 5257.762207
	Iteration 51Q: 3 clusters Score -4760320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4760321.500000 Penalty: 5257.762207
	Iteration 52Q: 3 clusters Score -4760322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -4760327.000000 Penalty: 5257.762207
	Iteration 53Q: 3 clusters Score -4760327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4760336.500000 Penalty: 5257.762207
	Iteration 54Q: 3 clusters Score -4760336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -4760337.000000 Penalty: 5257.762207
	Iteration 55Q: 3 clusters Score -4760337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -4760353.000000 Penalty: 5257.762207
	Iteration 56Q: 3 clusters Score -4760353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -4760361.500000 Penalty: 5257.762207
	Iteration 57Q: 3 clusters Score -4760362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4760356.000000 Penalty: 5257.762207
	Iteration 58Q: 3 clusters Score -4760356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -4760361.500000 Penalty: 5257.762207
	Iteration 59Q: 3 clusters Score -4760362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4760362.500000 Penalty: 5257.762207
	Iteration 60F: 3 clusters Score -4760362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -4760365.500000 Penalty: 5257.762207
	Iteration 61Q: 3 clusters Score -4760366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -4760373.000000 Penalty: 5257.762207
	Iteration 62Q: 3 clusters Score -4760373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -4760372.500000 Penalty: 5257.762207
	Iteration 63Q: 3 clusters Score -4760372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -4760375.000000 Penalty: 5257.762207
	Iteration 64Q: 3 clusters Score -4760375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -4760377.000000 Penalty: 5257.762207
	Iteration 65Q: 3 clusters Score -4760377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -4760376.000000 Penalty: 5257.762207
	Iteration 66Q: 3 clusters Score -4760376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -4760375.500000 Penalty: 5257.762207
	Iteration 67Q: 3 clusters Score -4760376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -4760378.500000 Penalty: 5257.762207
	Iteration 68Q: 3 clusters Score -4760378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4760376.000000 Penalty: 5257.762207
	Iteration 69Q: 3 clusters Score -4760376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4760373.000000 Penalty: 5257.762207
	Iteration 70Q: 3 clusters Score -4760373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -4760375.000000 Penalty: 5257.762207
	Iteration 71Q: 3 clusters Score -4760375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4760374.500000 Penalty: 5257.762207
	Iteration 72Q: 3 clusters Score -4760374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4760375.000000 Penalty: 5257.762207
	Iteration 73Q: 3 clusters Score -4760375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -4760369.500000 Penalty: 5257.762207
	Iteration 74Q: 3 clusters Score -4760370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -4760372.500000 Penalty: 5257.762207
	Iteration 75Q: 3 clusters Score -4760372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4760373.500000 Penalty: 5257.762207
	Iteration 76Q: 3 clusters Score -4760374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -4760375.500000 Penalty: 5257.762207
	Iteration 77Q: 3 clusters Score -4760376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -4760374.500000 Penalty: 5257.762207
	Iteration 78Q: 3 clusters Score -4760374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -4760376.500000 Penalty: 5257.762207
	Iteration 79Q: 3 clusters Score -4760376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4760374.500000 Penalty: 5257.762207
	Iteration 80F: 3 clusters Score -4760374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -4760373.500000 Penalty: 5257.762207
	Iteration 81Q: 3 clusters Score -4760374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -4760373.500000 Penalty: 5257.762207
	Iteration 82F: 3 clusters Score -4760374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (241427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241427 members 
Entering Unmasked Estep 
Score: -28320596.000000 Penalty: 3073.791992
	Iteration 0F: 2 clusters Score -2.83206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -28158414.000000 Penalty: 6147.583984
	Iteration 0F: 3 clusters Score -2.815841e+07 nChanged 116564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -28227194.000000 Penalty: 6147.583984
	Iteration 1F: 3 clusters Score -2.822719e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129611 members 
Mstep: Class 2 contains 111816 members 
Entering Unmasked Estep 
Score: -28228862.000000 Penalty: 6147.583984
	Iteration 2Q: 3 clusters Score -2.822886e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -28231116.000000 Penalty: 6147.583984
	Iteration 3Q: 3 clusters Score -2.823112e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142210 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -28234514.000000 Penalty: 6147.583984
	Iteration 4Q: 3 clusters Score -2.823451e+07 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -28240674.000000 Penalty: 6147.583984
	Iteration 5F: 3 clusters Score -2.824067e+07 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169684 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -28251366.000000 Penalty: 6147.583984
	Iteration 6F: 3 clusters Score -2.825137e+07 nChanged 20500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190118 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -28268404.000000 Penalty: 6147.583984
	Iteration 7F: 3 clusters Score -2.82684e+07 nChanged 21526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211632 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -28288972.000000 Penalty: 6147.583984
	Iteration 8F: 3 clusters Score -2.828897e+07 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228231 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -28305540.000000 Penalty: 6147.583984
	Iteration 9F: 3 clusters Score -2.830554e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236927 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -28313920.000000 Penalty: 6147.583984
	Iteration 10Q: 3 clusters Score -2.831392e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240038 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -28316666.000000 Penalty: 6147.583984
	Iteration 11Q: 3 clusters Score -2.831667e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240894 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -28317488.000000 Penalty: 6147.583984
	Iteration 12Q: 3 clusters Score -2.831749e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241082 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28317720.000000 Penalty: 6147.583984
	Iteration 13Q: 3 clusters Score -2.831772e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241130 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28317776.000000 Penalty: 6147.583984
	Iteration 14Q: 3 clusters Score -2.831778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241155 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28317848.000000 Penalty: 6147.583984
	Iteration 15Q: 3 clusters Score -2.831785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241164 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28317878.000000 Penalty: 6147.583984
	Iteration 16Q: 3 clusters Score -2.831788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241163 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28317894.000000 Penalty: 6147.583984
	Iteration 17Q: 3 clusters Score -2.831789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28317910.000000 Penalty: 6147.583984
	Iteration 18Q: 3 clusters Score -2.831791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241164 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28317916.000000 Penalty: 6147.583984
	Iteration 19Q: 3 clusters Score -2.831792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241160 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28317944.000000 Penalty: 6147.583984
	Iteration 20F: 3 clusters Score -2.831794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241157 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28317960.000000 Penalty: 6147.583984
	Iteration 21Q: 3 clusters Score -2.831796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241158 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28317956.000000 Penalty: 6147.583984
	Iteration 22Q: 3 clusters Score -2.831796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241160 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28317954.000000 Penalty: 6147.583984
	Iteration 23Q: 3 clusters Score -2.831795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28317964.000000 Penalty: 6147.583984
	Iteration 24Q: 3 clusters Score -2.831796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241162 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28317966.000000 Penalty: 6147.583984
	Iteration 25Q: 3 clusters Score -2.831797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28317960.000000 Penalty: 6147.583984
	Iteration 26Q: 3 clusters Score -2.831796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28317960.000000 Penalty: 6147.583984
	Iteration 27F: 3 clusters Score -2.831796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -136145.984375 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -136146 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 605 members 
Entering Unmasked Estep 
Score: -134037.265625 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -134037.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134469.828125 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -134469.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -134671.937500 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -134671.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134913.265625 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -134913.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135050.437500 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -135050.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135120.906250 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -135120.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135187.750000 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -135187.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135250.765625 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -135250.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135338.562500 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -135338.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135447.671875 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -135447.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135591.968750 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -135592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -135722.578125 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -135722.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -135924.828125 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -135924.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -136078.437500 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -136078.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136276.687500 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -136276.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136497.125000 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -136497.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136599.125000 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -136599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -136620.031250 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -136620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136622.015625 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -136622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136627.671875 Penalty: 3530.134033
	Iteration 19F: 3 clusters Score -136627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136631.406250 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -136631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 93041 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18479 members 
Mstep: Class 5 contains 22299 members 
Mstep: Class 6 contains 164073 members 
Mstep: Class 7 contains 81395 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 30281 members 
Mstep: Class 11 contains 170494 members 
Mstep: Class 12 contains 62320 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27292 members 
Mstep: Class 15 contains 48140 members 
Mstep: Class 16 contains 108772 members 
Mstep: Class 17 contains 75557 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40148 members 
Mstep: Class 25 contains 241427 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 173358 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 5675 members 
Mstep: Class 35 contains 160524 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
Score: -205571392.000000 Penalty: 128518.421875
Splitting cluster 26 changes total score from -205572400.000000 to -205571392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (173358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Entering Unmasked Estep 
Score: -20966788.000000 Penalty: 2991.652344
	Iteration 0F: 2 clusters Score -2.096679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -20858792.000000 Penalty: 5983.304688
	Iteration 0F: 3 clusters Score -2.085879e+07 nChanged 83064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -20906940.000000 Penalty: 5983.304688
	Iteration 1F: 3 clusters Score -2.090694e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -20908556.000000 Penalty: 5983.304688
	Iteration 2Q: 3 clusters Score -2.090856e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -20911264.000000 Penalty: 5983.304688
	Iteration 3Q: 3 clusters Score -2.091126e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -20916376.000000 Penalty: 5983.304688
	Iteration 4F: 3 clusters Score -2.091638e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 121531 members 
Entering Unmasked Estep 
Score: -20924978.000000 Penalty: 5983.304688
	Iteration 5F: 3 clusters Score -2.092498e+07 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -20937636.000000 Penalty: 5983.304688
	Iteration 6F: 3 clusters Score -2.093764e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 149625 members 
Entering Unmasked Estep 
Score: -20949812.000000 Penalty: 5983.304688
	Iteration 7F: 3 clusters Score -2.094981e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 160256 members 
Entering Unmasked Estep 
Score: -20957146.000000 Penalty: 5983.304688
	Iteration 8F: 3 clusters Score -2.095715e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -20960860.000000 Penalty: 5983.304688
	Iteration 9Q: 3 clusters Score -2.096086e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 169951 members 
Entering Unmasked Estep 
Score: -20962582.000000 Penalty: 5983.304688
	Iteration 10Q: 3 clusters Score -2.096258e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -20963336.000000 Penalty: 5983.304688
	Iteration 11Q: 3 clusters Score -2.096334e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -20963648.000000 Penalty: 5983.304688
	Iteration 12Q: 3 clusters Score -2.096365e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -20963834.000000 Penalty: 5983.304688
	Iteration 13Q: 3 clusters Score -2.096383e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -20963934.000000 Penalty: 5983.304688
	Iteration 14Q: 3 clusters Score -2.096393e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 172678 members 
Entering Unmasked Estep 
Score: -20964072.000000 Penalty: 5983.304688
	Iteration 15Q: 3 clusters Score -2.096407e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -20964108.000000 Penalty: 5983.304688
	Iteration 16Q: 3 clusters Score -2.096411e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 172757 members 
Entering Unmasked Estep 
Score: -20964164.000000 Penalty: 5983.304688
	Iteration 17Q: 3 clusters Score -2.096416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -20964176.000000 Penalty: 5983.304688
	Iteration 18Q: 3 clusters Score -2.096418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 172785 members 
Entering Unmasked Estep 
Score: -20964204.000000 Penalty: 5983.304688
	Iteration 19Q: 3 clusters Score -2.09642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 172801 members 
Entering Unmasked Estep 
Score: -20964212.000000 Penalty: 5983.304688
	Iteration 20F: 3 clusters Score -2.096421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 172819 members 
Entering Unmasked Estep 
Score: -20964188.000000 Penalty: 5983.304688
	Iteration 21Q: 3 clusters Score -2.096419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 172831 members 
Entering Unmasked Estep 
Score: -20964218.000000 Penalty: 5983.304688
	Iteration 22Q: 3 clusters Score -2.096422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -20964228.000000 Penalty: 5983.304688
	Iteration 23Q: 3 clusters Score -2.096423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -20964230.000000 Penalty: 5983.304688
	Iteration 24Q: 3 clusters Score -2.096423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -20964248.000000 Penalty: 5983.304688
	Iteration 25Q: 3 clusters Score -2.096425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172848 members 
Entering Unmasked Estep 
Score: -20964268.000000 Penalty: 5983.304688
	Iteration 26Q: 3 clusters Score -2.096427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 172852 members 
Entering Unmasked Estep 
Score: -20964258.000000 Penalty: 5983.304688
	Iteration 27Q: 3 clusters Score -2.096426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 172853 members 
Entering Unmasked Estep 
Score: -20964262.000000 Penalty: 5983.304688
	Iteration 28Q: 3 clusters Score -2.096426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -20964268.000000 Penalty: 5983.304688
	Iteration 29Q: 3 clusters Score -2.096427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -20964258.000000 Penalty: 5983.304688
	Iteration 30Q: 3 clusters Score -2.096426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 172860 members 
Entering Unmasked Estep 
Score: -20964258.000000 Penalty: 5983.304688
	Iteration 31Q: 3 clusters Score -2.096426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 172861 members 
Entering Unmasked Estep 
Score: -20964248.000000 Penalty: 5983.304688
	Iteration 32Q: 3 clusters Score -2.096425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 172861 members 
Entering Unmasked Estep 
Score: -20964248.000000 Penalty: 5983.304688
	Iteration 33F: 3 clusters Score -2.096425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -34040.187500 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -34040.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32745.916016 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -32745.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33104.824219 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -33104.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33462.515625 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -33462.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -33799.957031 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -33799.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34091.347656 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -34091.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34284.542969 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -34284.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -34431.914062 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -34431.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -34584.312500 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -34584.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -34607.765625 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -34607.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34622.949219 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -34622.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34637.675781 Penalty: 2920.883301
	Iteration 10F: 3 clusters Score -34637.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34727.925781 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -34727.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34789.746094 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -34789.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34789.746094 Penalty: 2920.883301
	Iteration 13F: 3 clusters Score -34789.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 93041 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18479 members 
Mstep: Class 5 contains 22299 members 
Mstep: Class 6 contains 164073 members 
Mstep: Class 7 contains 81395 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 30281 members 
Mstep: Class 11 contains 170494 members 
Mstep: Class 12 contains 62320 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27292 members 
Mstep: Class 15 contains 48140 members 
Mstep: Class 16 contains 108772 members 
Mstep: Class 17 contains 75557 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40148 members 
Mstep: Class 25 contains 241427 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173358 members 
Mstep: Class 28 contains 246 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 5675 members 
Mstep: Class 35 contains 160524 members 
Mstep: Class 36 contains 115 members 
Entering Unmasked Estep 
Score: -205571472.000000 Penalty: 128518.421875
Splitting cluster 28 changes total score from -205572400.000000 to -205571472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -453905.156250 Penalty: 2075.895752
	Iteration 0F: 2 clusters Score -453905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -449850.281250 Penalty: 4151.791504
	Iteration 0F: 3 clusters Score -449850.3 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -450970.937500 Penalty: 4151.791504
	Iteration 1F: 3 clusters Score -450970.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -451278.562500 Penalty: 4151.791504
	Iteration 2F: 3 clusters Score -451278.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -451489.781250 Penalty: 4151.791504
	Iteration 3F: 3 clusters Score -451489.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -451671.812500 Penalty: 4151.791504
	Iteration 4F: 3 clusters Score -451671.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -451839.937500 Penalty: 4151.791504
	Iteration 5Q: 3 clusters Score -451839.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -451978.968750 Penalty: 4151.791504
	Iteration 6Q: 3 clusters Score -451979 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -452087.593750 Penalty: 4151.791504
	Iteration 7Q: 3 clusters Score -452087.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -452186.875000 Penalty: 4151.791504
	Iteration 8Q: 3 clusters Score -452186.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -452270.781250 Penalty: 4151.791504
	Iteration 9Q: 3 clusters Score -452270.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -452340.812500 Penalty: 4151.791504
	Iteration 10Q: 3 clusters Score -452340.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -452402.968750 Penalty: 4151.791504
	Iteration 11Q: 3 clusters Score -452403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -452455.000000 Penalty: 4151.791504
	Iteration 12Q: 3 clusters Score -452455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -452496.031250 Penalty: 4151.791504
	Iteration 13Q: 3 clusters Score -452496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -452531.031250 Penalty: 4151.791504
	Iteration 14Q: 3 clusters Score -452531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -452558.500000 Penalty: 4151.791504
	Iteration 15Q: 3 clusters Score -452558.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -452582.375000 Penalty: 4151.791504
	Iteration 16Q: 3 clusters Score -452582.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -452597.062500 Penalty: 4151.791504
	Iteration 17Q: 3 clusters Score -452597.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -452607.750000 Penalty: 4151.791504
	Iteration 18Q: 3 clusters Score -452607.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -452613.250000 Penalty: 4151.791504
	Iteration 19Q: 3 clusters Score -452613.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -452622.343750 Penalty: 4151.791504
	Iteration 20F: 3 clusters Score -452622.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -452628.593750 Penalty: 4151.791504
	Iteration 21Q: 3 clusters Score -452628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -452632.125000 Penalty: 4151.791504
	Iteration 22Q: 3 clusters Score -452632.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -452634.593750 Penalty: 4151.791504
	Iteration 23Q: 3 clusters Score -452634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -452636.312500 Penalty: 4151.791504
	Iteration 24Q: 3 clusters Score -452636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -452636.093750 Penalty: 4151.791504
	Iteration 25Q: 3 clusters Score -452636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -452638.250000 Penalty: 4151.791504
	Iteration 26Q: 3 clusters Score -452638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -452640.875000 Penalty: 4151.791504
	Iteration 27Q: 3 clusters Score -452640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -452642.781250 Penalty: 4151.791504
	Iteration 28Q: 3 clusters Score -452642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -452645.187500 Penalty: 4151.791504
	Iteration 29Q: 3 clusters Score -452645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -452648.781250 Penalty: 4151.791504
	Iteration 30Q: 3 clusters Score -452648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -452651.562500 Penalty: 4151.791504
	Iteration 31Q: 3 clusters Score -452651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -452651.531250 Penalty: 4151.791504
	Iteration 32Q: 3 clusters Score -452651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -452652.656250 Penalty: 4151.791504
	Iteration 33Q: 3 clusters Score -452652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -452652.687500 Penalty: 4151.791504
	Iteration 34Q: 3 clusters Score -452652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -452654.281250 Penalty: 4151.791504
	Iteration 35Q: 3 clusters Score -452654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -452655.593750 Penalty: 4151.791504
	Iteration 36Q: 3 clusters Score -452655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -452655.906250 Penalty: 4151.791504
	Iteration 37Q: 3 clusters Score -452655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -452655.906250 Penalty: 4151.791504
	Iteration 38F: 3 clusters Score -452655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -436083.000000 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -436083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -432266.937500 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -432266.9 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -433235.906250 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -433235.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -433651.062500 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -433651.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -434016.062500 Penalty: 4105.470215
	Iteration 3F: 3 clusters Score -434016.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -434321.437500 Penalty: 4105.470215
	Iteration 4F: 3 clusters Score -434321.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -434556.187500 Penalty: 4105.470215
	Iteration 5F: 3 clusters Score -434556.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -434730.375000 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -434730.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -434863.000000 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -434863 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -434961.187500 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -434961.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -435015.500000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -435015.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -435042.468750 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -435042.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -435061.406250 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -435061.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -435075.687500 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -435075.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -435087.906250 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -435087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -435095.000000 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -435095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -435102.781250 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -435102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -435108.906250 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -435108.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -435113.031250 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -435113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -435114.843750 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -435114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -435116.093750 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -435116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -435117.781250 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -435117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -435118.687500 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -435118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -435119.531250 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -435119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -435120.656250 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -435120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -435120.937500 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -435120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -435120.937500 Penalty: 4105.470215
	Iteration 25F: 3 clusters Score -435120.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.480469 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -29406.48 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 162 members 
Entering Unmasked Estep 
Score: -28150.175781 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -28150.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28260.644531 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -28260.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28313.921875 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -28313.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28351.328125 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -28351.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28367.921875 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -28367.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28370.029297 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -28370.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28370.029297 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -28370.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -1316473.625000 Penalty: 2307.237061
	Iteration 0F: 2 clusters Score -1316474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1308174.375000 Penalty: 4614.474121
	Iteration 0F: 3 clusters Score -1308174 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1310702.500000 Penalty: 4614.474121
	Iteration 1F: 3 clusters Score -1310702 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1311071.375000 Penalty: 4614.474121
	Iteration 2F: 3 clusters Score -1311071 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1311383.125000 Penalty: 4614.474121
	Iteration 3F: 3 clusters Score -1311383 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1311659.375000 Penalty: 4614.474121
	Iteration 4Q: 3 clusters Score -1311659 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1311887.875000 Penalty: 4614.474121
	Iteration 5Q: 3 clusters Score -1311888 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1312138.250000 Penalty: 4614.474121
	Iteration 6Q: 3 clusters Score -1312138 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1312411.750000 Penalty: 4614.474121
	Iteration 7Q: 3 clusters Score -1312412 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1312765.250000 Penalty: 4614.474121
	Iteration 8Q: 3 clusters Score -1312765 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1313185.125000 Penalty: 4614.474121
	Iteration 9Q: 3 clusters Score -1313185 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1313511.375000 Penalty: 4614.474121
	Iteration 10Q: 3 clusters Score -1313511 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1313740.250000 Penalty: 4614.474121
	Iteration 11Q: 3 clusters Score -1313740 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1313928.375000 Penalty: 4614.474121
	Iteration 12Q: 3 clusters Score -1313928 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1314075.250000 Penalty: 4614.474121
	Iteration 13Q: 3 clusters Score -1314075 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1314204.250000 Penalty: 4614.474121
	Iteration 14Q: 3 clusters Score -1314204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1314326.125000 Penalty: 4614.474121
	Iteration 15Q: 3 clusters Score -1314326 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1314444.875000 Penalty: 4614.474121
	Iteration 16Q: 3 clusters Score -1314445 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1314572.125000 Penalty: 4614.474121
	Iteration 17Q: 3 clusters Score -1314572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1314715.875000 Penalty: 4614.474121
	Iteration 18Q: 3 clusters Score -1314716 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1314871.875000 Penalty: 4614.474121
	Iteration 19Q: 3 clusters Score -1314872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1315071.875000 Penalty: 4614.474121
	Iteration 20F: 3 clusters Score -1315072 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1315371.500000 Penalty: 4614.474121
	Iteration 21Q: 3 clusters Score -1315372 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1315609.375000 Penalty: 4614.474121
	Iteration 22Q: 3 clusters Score -1315609 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1315757.375000 Penalty: 4614.474121
	Iteration 23Q: 3 clusters Score -1315757 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1315846.125000 Penalty: 4614.474121
	Iteration 24Q: 3 clusters Score -1315846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1315893.750000 Penalty: 4614.474121
	Iteration 25Q: 3 clusters Score -1315894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1315919.000000 Penalty: 4614.474121
	Iteration 26Q: 3 clusters Score -1315919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1315928.000000 Penalty: 4614.474121
	Iteration 27Q: 3 clusters Score -1315928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1315937.500000 Penalty: 4614.474121
	Iteration 28Q: 3 clusters Score -1315938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1315944.375000 Penalty: 4614.474121
	Iteration 29Q: 3 clusters Score -1315944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1315948.375000 Penalty: 4614.474121
	Iteration 30Q: 3 clusters Score -1315948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1315948.000000 Penalty: 4614.474121
	Iteration 31Q: 3 clusters Score -1315948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1315953.000000 Penalty: 4614.474121
	Iteration 32Q: 3 clusters Score -1315953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1315955.000000 Penalty: 4614.474121
	Iteration 33Q: 3 clusters Score -1315955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1315956.750000 Penalty: 4614.474121
	Iteration 34Q: 3 clusters Score -1315957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1315953.125000 Penalty: 4614.474121
	Iteration 35Q: 3 clusters Score -1315953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1315953.000000 Penalty: 4614.474121
	Iteration 36Q: 3 clusters Score -1315953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1315956.375000 Penalty: 4614.474121
	Iteration 37Q: 3 clusters Score -1315956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1315958.500000 Penalty: 4614.474121
	Iteration 38Q: 3 clusters Score -1315958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1315960.125000 Penalty: 4614.474121
	Iteration 39Q: 3 clusters Score -1315960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1315959.500000 Penalty: 4614.474121
	Iteration 40F: 3 clusters Score -1315960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1315960.875000 Penalty: 4614.474121
	Iteration 41Q: 3 clusters Score -1315961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1315960.875000 Penalty: 4614.474121
	Iteration 42Q: 3 clusters Score -1315961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1315960.000000 Penalty: 4614.474121
	Iteration 43Q: 3 clusters Score -1315960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1315960.000000 Penalty: 4614.474121
	Iteration 44F: 3 clusters Score -1315960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Entering Unmasked Estep 
Score: -1379950.000000 Penalty: 2329.710693
	Iteration 0F: 2 clusters Score -1379950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1371061.125000 Penalty: 4659.421387
	Iteration 0F: 3 clusters Score -1371061 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1373842.750000 Penalty: 4659.421387
	Iteration 1F: 3 clusters Score -1373843 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1374250.375000 Penalty: 4659.421387
	Iteration 2F: 3 clusters Score -1374250 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1374602.375000 Penalty: 4659.421387
	Iteration 3F: 3 clusters Score -1374602 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1374918.875000 Penalty: 4659.421387
	Iteration 4Q: 3 clusters Score -1374919 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1375251.625000 Penalty: 4659.421387
	Iteration 5Q: 3 clusters Score -1375252 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1375601.000000 Penalty: 4659.421387
	Iteration 6Q: 3 clusters Score -1375601 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1375944.250000 Penalty: 4659.421387
	Iteration 7Q: 3 clusters Score -1375944 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1376281.000000 Penalty: 4659.421387
	Iteration 8Q: 3 clusters Score -1376281 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1376614.375000 Penalty: 4659.421387
	Iteration 9Q: 3 clusters Score -1376614 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1376896.125000 Penalty: 4659.421387
	Iteration 10Q: 3 clusters Score -1376896 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1377074.250000 Penalty: 4659.421387
	Iteration 11Q: 3 clusters Score -1377074 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1377204.125000 Penalty: 4659.421387
	Iteration 12Q: 3 clusters Score -1377204 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1377293.500000 Penalty: 4659.421387
	Iteration 13Q: 3 clusters Score -1377294 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1377371.250000 Penalty: 4659.421387
	Iteration 14Q: 3 clusters Score -1377371 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1377424.125000 Penalty: 4659.421387
	Iteration 15Q: 3 clusters Score -1377424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1377467.500000 Penalty: 4659.421387
	Iteration 16Q: 3 clusters Score -1377468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1377498.000000 Penalty: 4659.421387
	Iteration 17Q: 3 clusters Score -1377498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1377517.000000 Penalty: 4659.421387
	Iteration 18Q: 3 clusters Score -1377517 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1377555.125000 Penalty: 4659.421387
	Iteration 19Q: 3 clusters Score -1377555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1377570.000000 Penalty: 4659.421387
	Iteration 20F: 3 clusters Score -1377570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1377586.375000 Penalty: 4659.421387
	Iteration 21Q: 3 clusters Score -1377586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1377592.750000 Penalty: 4659.421387
	Iteration 22Q: 3 clusters Score -1377593 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1377609.875000 Penalty: 4659.421387
	Iteration 23Q: 3 clusters Score -1377610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1377622.625000 Penalty: 4659.421387
	Iteration 24Q: 3 clusters Score -1377623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1377631.000000 Penalty: 4659.421387
	Iteration 25Q: 3 clusters Score -1377631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1377637.750000 Penalty: 4659.421387
	Iteration 26Q: 3 clusters Score -1377638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1377646.125000 Penalty: 4659.421387
	Iteration 27Q: 3 clusters Score -1377646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1377647.250000 Penalty: 4659.421387
	Iteration 28Q: 3 clusters Score -1377647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1377658.000000 Penalty: 4659.421387
	Iteration 29Q: 3 clusters Score -1377658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1377664.125000 Penalty: 4659.421387
	Iteration 30Q: 3 clusters Score -1377664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1377668.875000 Penalty: 4659.421387
	Iteration 31Q: 3 clusters Score -1377669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1377673.500000 Penalty: 4659.421387
	Iteration 32Q: 3 clusters Score -1377674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1377680.375000 Penalty: 4659.421387
	Iteration 33Q: 3 clusters Score -1377680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1377682.375000 Penalty: 4659.421387
	Iteration 34Q: 3 clusters Score -1377682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1377690.875000 Penalty: 4659.421387
	Iteration 35Q: 3 clusters Score -1377691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1377692.875000 Penalty: 4659.421387
	Iteration 36Q: 3 clusters Score -1377693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1377699.500000 Penalty: 4659.421387
	Iteration 37Q: 3 clusters Score -1377700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1377703.250000 Penalty: 4659.421387
	Iteration 38Q: 3 clusters Score -1377703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1377706.375000 Penalty: 4659.421387
	Iteration 39Q: 3 clusters Score -1377706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1377711.250000 Penalty: 4659.421387
	Iteration 40F: 3 clusters Score -1377711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1377718.250000 Penalty: 4659.421387
	Iteration 41Q: 3 clusters Score -1377718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1377722.625000 Penalty: 4659.421387
	Iteration 42Q: 3 clusters Score -1377723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1377723.250000 Penalty: 4659.421387
	Iteration 43Q: 3 clusters Score -1377723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1377726.250000 Penalty: 4659.421387
	Iteration 44Q: 3 clusters Score -1377726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1377722.750000 Penalty: 4659.421387
	Iteration 45Q: 3 clusters Score -1377723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1377723.750000 Penalty: 4659.421387
	Iteration 46Q: 3 clusters Score -1377724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1377725.750000 Penalty: 4659.421387
	Iteration 47Q: 3 clusters Score -1377726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1377723.625000 Penalty: 4659.421387
	Iteration 48Q: 3 clusters Score -1377724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1377727.000000 Penalty: 4659.421387
	Iteration 49Q: 3 clusters Score -1377727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1377725.000000 Penalty: 4659.421387
	Iteration 50Q: 3 clusters Score -1377725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1377728.750000 Penalty: 4659.421387
	Iteration 51Q: 3 clusters Score -1377729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1377729.375000 Penalty: 4659.421387
	Iteration 52Q: 3 clusters Score -1377729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1377737.250000 Penalty: 4659.421387
	Iteration 53Q: 3 clusters Score -1377737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1377736.750000 Penalty: 4659.421387
	Iteration 54Q: 3 clusters Score -1377737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1377737.500000 Penalty: 4659.421387
	Iteration 55Q: 3 clusters Score -1377738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1377739.500000 Penalty: 4659.421387
	Iteration 56Q: 3 clusters Score -1377740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1377739.125000 Penalty: 4659.421387
	Iteration 57Q: 3 clusters Score -1377739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1377739.875000 Penalty: 4659.421387
	Iteration 58Q: 3 clusters Score -1377740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1377739.125000 Penalty: 4659.421387
	Iteration 59Q: 3 clusters Score -1377739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1377742.125000 Penalty: 4659.421387
	Iteration 60F: 3 clusters Score -1377742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1377738.500000 Penalty: 4659.421387
	Iteration 61Q: 3 clusters Score -1377738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1377739.750000 Penalty: 4659.421387
	Iteration 62Q: 3 clusters Score -1377740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1377739.375000 Penalty: 4659.421387
	Iteration 63Q: 3 clusters Score -1377739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1377743.500000 Penalty: 4659.421387
	Iteration 64Q: 3 clusters Score -1377744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1377740.125000 Penalty: 4659.421387
	Iteration 65Q: 3 clusters Score -1377740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1377742.500000 Penalty: 4659.421387
	Iteration 66Q: 3 clusters Score -1377742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1377744.875000 Penalty: 4659.421387
	Iteration 67Q: 3 clusters Score -1377745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1377745.750000 Penalty: 4659.421387
	Iteration 68Q: 3 clusters Score -1377746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1377744.875000 Penalty: 4659.421387
	Iteration 69Q: 3 clusters Score -1377745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1377744.750000 Penalty: 4659.421387
	Iteration 70Q: 3 clusters Score -1377745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1377747.125000 Penalty: 4659.421387
	Iteration 71Q: 3 clusters Score -1377747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1377744.500000 Penalty: 4659.421387
	Iteration 72Q: 3 clusters Score -1377744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1377749.250000 Penalty: 4659.421387
	Iteration 73Q: 3 clusters Score -1377749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1377747.250000 Penalty: 4659.421387
	Iteration 74Q: 3 clusters Score -1377747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1377755.250000 Penalty: 4659.421387
	Iteration 75Q: 3 clusters Score -1377755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1377754.625000 Penalty: 4659.421387
	Iteration 76Q: 3 clusters Score -1377755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1377755.250000 Penalty: 4659.421387
	Iteration 77Q: 3 clusters Score -1377755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1377758.125000 Penalty: 4659.421387
	Iteration 78Q: 3 clusters Score -1377758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1377758.250000 Penalty: 4659.421387
	Iteration 79Q: 3 clusters Score -1377758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1377763.125000 Penalty: 4659.421387
	Iteration 80F: 3 clusters Score -1377763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1377760.875000 Penalty: 4659.421387
	Iteration 81Q: 3 clusters Score -1377761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1377761.625000 Penalty: 4659.421387
	Iteration 82Q: 3 clusters Score -1377762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1377762.250000 Penalty: 4659.421387
	Iteration 83Q: 3 clusters Score -1377762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1377758.875000 Penalty: 4659.421387
	Iteration 84Q: 3 clusters Score -1377759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1377758.500000 Penalty: 4659.421387
	Iteration 85Q: 3 clusters Score -1377758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1377762.125000 Penalty: 4659.421387
	Iteration 86Q: 3 clusters Score -1377762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1377762.625000 Penalty: 4659.421387
	Iteration 87Q: 3 clusters Score -1377763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1377771.750000 Penalty: 4659.421387
	Iteration 88Q: 3 clusters Score -1377772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1377769.250000 Penalty: 4659.421387
	Iteration 89Q: 3 clusters Score -1377769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1377770.875000 Penalty: 4659.421387
	Iteration 90Q: 3 clusters Score -1377771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1377771.125000 Penalty: 4659.421387
	Iteration 91Q: 3 clusters Score -1377771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1377773.125000 Penalty: 4659.421387
	Iteration 92Q: 3 clusters Score -1377773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1377776.375000 Penalty: 4659.421387
	Iteration 93Q: 3 clusters Score -1377776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1377779.750000 Penalty: 4659.421387
	Iteration 94Q: 3 clusters Score -1377780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1377777.750000 Penalty: 4659.421387
	Iteration 95Q: 3 clusters Score -1377778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1377779.250000 Penalty: 4659.421387
	Iteration 96Q: 3 clusters Score -1377779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1377779.500000 Penalty: 4659.421387
	Iteration 97Q: 3 clusters Score -1377780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1377782.125000 Penalty: 4659.421387
	Iteration 98Q: 3 clusters Score -1377782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1377784.750000 Penalty: 4659.421387
	Iteration 99Q: 3 clusters Score -1377785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1377788.500000 Penalty: 4659.421387
	Iteration 100F: 3 clusters Score -1377788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1377788.375000 Penalty: 4659.421387
	Iteration 101Q: 3 clusters Score -1377788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1377789.250000 Penalty: 4659.421387
	Iteration 102Q: 3 clusters Score -1377789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1377789.250000 Penalty: 4659.421387
	Iteration 103Q: 3 clusters Score -1377789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1377790.750000 Penalty: 4659.421387
	Iteration 104Q: 3 clusters Score -1377791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1377787.500000 Penalty: 4659.421387
	Iteration 105Q: 3 clusters Score -1377788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1377787.250000 Penalty: 4659.421387
	Iteration 106Q: 3 clusters Score -1377787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1377787.750000 Penalty: 4659.421387
	Iteration 107Q: 3 clusters Score -1377788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1377785.750000 Penalty: 4659.421387
	Iteration 108Q: 3 clusters Score -1377786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1377785.250000 Penalty: 4659.421387
	Iteration 109Q: 3 clusters Score -1377785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1377785.250000 Penalty: 4659.421387
	Iteration 110F: 3 clusters Score -1377785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -616940.687500 Penalty: 2143.668701
	Iteration 0F: 2 clusters Score -616940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -612002.500000 Penalty: 4287.337402
	Iteration 0F: 3 clusters Score -612002.5 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -613348.312500 Penalty: 4287.337402
	Iteration 1F: 3 clusters Score -613348.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -613645.312500 Penalty: 4287.337402
	Iteration 2F: 3 clusters Score -613645.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -613897.937500 Penalty: 4287.337402
	Iteration 3F: 3 clusters Score -613897.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -614127.750000 Penalty: 4287.337402
	Iteration 4F: 3 clusters Score -614127.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -614364.312500 Penalty: 4287.337402
	Iteration 5F: 3 clusters Score -614364.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -614581.812500 Penalty: 4287.337402
	Iteration 6Q: 3 clusters Score -614581.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -614762.000000 Penalty: 4287.337402
	Iteration 7Q: 3 clusters Score -614762 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -614930.312500 Penalty: 4287.337402
	Iteration 8Q: 3 clusters Score -614930.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -615101.125000 Penalty: 4287.337402
	Iteration 9Q: 3 clusters Score -615101.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -615309.187500 Penalty: 4287.337402
	Iteration 10Q: 3 clusters Score -615309.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -615548.687500 Penalty: 4287.337402
	Iteration 11Q: 3 clusters Score -615548.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -615740.000000 Penalty: 4287.337402
	Iteration 12Q: 3 clusters Score -615740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -615905.187500 Penalty: 4287.337402
	Iteration 13Q: 3 clusters Score -615905.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -616077.187500 Penalty: 4287.337402
	Iteration 14Q: 3 clusters Score -616077.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -616308.500000 Penalty: 4287.337402
	Iteration 15Q: 3 clusters Score -616308.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -616615.125000 Penalty: 4287.337402
	Iteration 16Q: 3 clusters Score -616615.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -616901.562500 Penalty: 4287.337402
	Iteration 17Q: 3 clusters Score -616901.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -617106.937500 Penalty: 4287.337402
	Iteration 18Q: 3 clusters Score -617106.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -617227.500000 Penalty: 4287.337402
	Iteration 19Q: 3 clusters Score -617227.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -617296.500000 Penalty: 4287.337402
	Iteration 20F: 3 clusters Score -617296.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -617328.000000 Penalty: 4287.337402
	Iteration 21Q: 3 clusters Score -617328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -617348.250000 Penalty: 4287.337402
	Iteration 22Q: 3 clusters Score -617348.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -617361.000000 Penalty: 4287.337402
	Iteration 23Q: 3 clusters Score -617361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -617364.437500 Penalty: 4287.337402
	Iteration 24Q: 3 clusters Score -617364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -617367.812500 Penalty: 4287.337402
	Iteration 25Q: 3 clusters Score -617367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -617369.062500 Penalty: 4287.337402
	Iteration 26Q: 3 clusters Score -617369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -617371.125000 Penalty: 4287.337402
	Iteration 27Q: 3 clusters Score -617371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -617371.500000 Penalty: 4287.337402
	Iteration 28Q: 3 clusters Score -617371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -617371.500000 Penalty: 4287.337402
	Iteration 29F: 3 clusters Score -617371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 93041 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18479 members 
Mstep: Class 5 contains 22299 members 
Mstep: Class 6 contains 164073 members 
Mstep: Class 7 contains 81395 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 30281 members 
Mstep: Class 11 contains 170494 members 
Mstep: Class 12 contains 62320 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27292 members 
Mstep: Class 15 contains 48140 members 
Mstep: Class 16 contains 108772 members 
Mstep: Class 17 contains 75557 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40148 members 
Mstep: Class 25 contains 241427 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173358 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 160524 members 
Mstep: Class 36 contains 3164 members 
Entering Unmasked Estep 
Score: -205572032.000000 Penalty: 128518.421875
Splitting cluster 34 changes total score from -205572400.000000 to -205572032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (160524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Entering Unmasked Estep 
Score: -19127284.000000 Penalty: 2972.577148
	Iteration 0F: 2 clusters Score -1.912728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -19021288.000000 Penalty: 5945.154297
	Iteration 0F: 3 clusters Score -1.902129e+07 nChanged 76748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -19066292.000000 Penalty: 5945.154297
	Iteration 1F: 3 clusters Score -1.906629e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -19067916.000000 Penalty: 5945.154297
	Iteration 2Q: 3 clusters Score -1.906792e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -19070068.000000 Penalty: 5945.154297
	Iteration 3Q: 3 clusters Score -1.907007e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -19073374.000000 Penalty: 5945.154297
	Iteration 4Q: 3 clusters Score -1.907337e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -19078342.000000 Penalty: 5945.154297
	Iteration 5F: 3 clusters Score -1.907834e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -19086538.000000 Penalty: 5945.154297
	Iteration 6F: 3 clusters Score -1.908654e+07 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 131236 members 
Entering Unmasked Estep 
Score: -19098402.000000 Penalty: 5945.154297
	Iteration 7F: 3 clusters Score -1.90984e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 143860 members 
Entering Unmasked Estep 
Score: -19110520.000000 Penalty: 5945.154297
	Iteration 8F: 3 clusters Score -1.911052e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -19118762.000000 Penalty: 5945.154297
	Iteration 9F: 3 clusters Score -1.911876e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -19122590.000000 Penalty: 5945.154297
	Iteration 10Q: 3 clusters Score -1.912259e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -19123906.000000 Penalty: 5945.154297
	Iteration 11Q: 3 clusters Score -1.912391e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 159743 members 
Entering Unmasked Estep 
Score: -19124228.000000 Penalty: 5945.154297
	Iteration 12Q: 3 clusters Score -1.912423e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -19124436.000000 Penalty: 5945.154297
	Iteration 13Q: 3 clusters Score -1.912444e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 160064 members 
Entering Unmasked Estep 
Score: -19124572.000000 Penalty: 5945.154297
	Iteration 14Q: 3 clusters Score -1.912457e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 160119 members 
Entering Unmasked Estep 
Score: -19124608.000000 Penalty: 5945.154297
	Iteration 15Q: 3 clusters Score -1.912461e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 160145 members 
Entering Unmasked Estep 
Score: -19124672.000000 Penalty: 5945.154297
	Iteration 16Q: 3 clusters Score -1.912467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -19124706.000000 Penalty: 5945.154297
	Iteration 17Q: 3 clusters Score -1.912471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -19124730.000000 Penalty: 5945.154297
	Iteration 18Q: 3 clusters Score -1.912473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -19124730.000000 Penalty: 5945.154297
	Iteration 19Q: 3 clusters Score -1.912473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 160152 members 
Entering Unmasked Estep 
Score: -19124726.000000 Penalty: 5945.154297
	Iteration 20F: 3 clusters Score -1.912473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 160151 members 
Entering Unmasked Estep 
Score: -19124732.000000 Penalty: 5945.154297
	Iteration 21Q: 3 clusters Score -1.912473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 160152 members 
Entering Unmasked Estep 
Score: -19124740.000000 Penalty: 5945.154297
	Iteration 22Q: 3 clusters Score -1.912474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -19124730.000000 Penalty: 5945.154297
	Iteration 23Q: 3 clusters Score -1.912473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 160149 members 
Entering Unmasked Estep 
Score: -19124736.000000 Penalty: 5945.154297
	Iteration 24Q: 3 clusters Score -1.912474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 160149 members 
Entering Unmasked Estep 
Score: -19124736.000000 Penalty: 5945.154297
	Iteration 25F: 3 clusters Score -1.912474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 93041 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18479 members 
Mstep: Class 5 contains 22299 members 
Mstep: Class 6 contains 164073 members 
Mstep: Class 7 contains 81395 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 30281 members 
Mstep: Class 11 contains 170494 members 
Mstep: Class 12 contains 62320 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27292 members 
Mstep: Class 15 contains 48140 members 
Mstep: Class 16 contains 108772 members 
Mstep: Class 17 contains 75557 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 35443 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 40148 members 
Mstep: Class 25 contains 241427 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173358 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 5675 members 
Mstep: Class 35 contains 160524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572832.000000 Penalty: 124948.460938
Iteration 439Q: 36 clusters Score -2.055728e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 93043 members 
Mstep: Class 3 contains 41347 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 22312 members 
Mstep: Class 6 contains 164087 members 
Mstep: Class 7 contains 81398 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12492 members 
Mstep: Class 10 contains 30279 members 
Mstep: Class 11 contains 170499 members 
Mstep: Class 12 contains 62348 members 
Mstep: Class 13 contains 70605 members 
Mstep: Class 14 contains 27282 members 
Mstep: Class 15 contains 48130 members 
Mstep: Class 16 contains 108771 members 
Mstep: Class 17 contains 75558 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17182 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18977 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40148 members 
Mstep: Class 25 contains 241401 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173360 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 12022 members 
Mstep: Class 34 contains 5675 members 
Mstep: Class 35 contains 160476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572528.000000 Penalty: 124948.460938
Iteration 440F: 36 clusters Score -2.055725e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 93032 members 
Mstep: Class 3 contains 41349 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 22326 members 
Mstep: Class 6 contains 164081 members 
Mstep: Class 7 contains 81405 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12502 members 
Mstep: Class 10 contains 30280 members 
Mstep: Class 11 contains 170501 members 
Mstep: Class 12 contains 62384 members 
Mstep: Class 13 contains 70608 members 
Mstep: Class 14 contains 27271 members 
Mstep: Class 15 contains 48129 members 
Mstep: Class 16 contains 108780 members 
Mstep: Class 17 contains 75570 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17179 members 
Mstep: Class 20 contains 35453 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18976 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40150 members 
Mstep: Class 25 contains 241375 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173369 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 12030 members 
Mstep: Class 34 contains 5675 members 
Mstep: Class 35 contains 160429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572672.000000 Penalty: 124948.460938
Iteration 441Q: 36 clusters Score -2.055727e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 93029 members 
Mstep: Class 3 contains 41352 members 
Mstep: Class 4 contains 18474 members 
Mstep: Class 5 contains 22337 members 
Mstep: Class 6 contains 164062 members 
Mstep: Class 7 contains 81408 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 10 contains 30276 members 
Mstep: Class 11 contains 170504 members 
Mstep: Class 12 contains 62437 members 
Mstep: Class 13 contains 70611 members 
Mstep: Class 14 contains 27270 members 
Mstep: Class 15 contains 48120 members 
Mstep: Class 16 contains 108778 members 
Mstep: Class 17 contains 75580 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17176 members 
Mstep: Class 20 contains 35474 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40146 members 
Mstep: Class 25 contains 241355 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173373 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4316 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10970 members 
Mstep: Class 33 contains 12035 members 
Mstep: Class 34 contains 5673 members 
Mstep: Class 35 contains 160385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573024.000000 Penalty: 124948.460938
Iteration 442Q: 36 clusters Score -2.05573e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 93021 members 
Mstep: Class 3 contains 41351 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 22343 members 
Mstep: Class 6 contains 164081 members 
Mstep: Class 7 contains 81409 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 30272 members 
Mstep: Class 11 contains 170509 members 
Mstep: Class 12 contains 62487 members 
Mstep: Class 13 contains 70609 members 
Mstep: Class 14 contains 27264 members 
Mstep: Class 15 contains 48115 members 
Mstep: Class 16 contains 108781 members 
Mstep: Class 17 contains 75592 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17168 members 
Mstep: Class 20 contains 35483 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40142 members 
Mstep: Class 25 contains 241338 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173371 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4313 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 12037 members 
Mstep: Class 34 contains 5674 members 
Mstep: Class 35 contains 160334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573072.000000 Penalty: 124948.460938
Iteration 443Q: 36 clusters Score -2.055731e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 93006 members 
Mstep: Class 3 contains 41349 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 22349 members 
Mstep: Class 6 contains 164090 members 
Mstep: Class 7 contains 81417 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 12530 members 
Mstep: Class 10 contains 30272 members 
Mstep: Class 11 contains 170513 members 
Mstep: Class 12 contains 62538 members 
Mstep: Class 13 contains 70609 members 
Mstep: Class 14 contains 27266 members 
Mstep: Class 15 contains 48108 members 
Mstep: Class 16 contains 108792 members 
Mstep: Class 17 contains 75599 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17165 members 
Mstep: Class 20 contains 35476 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18972 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40140 members 
Mstep: Class 25 contains 241317 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173375 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4312 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 12037 members 
Mstep: Class 34 contains 5672 members 
Mstep: Class 35 contains 160272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572944.000000 Penalty: 124948.460938
Iteration 444Q: 36 clusters Score -2.055729e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 92995 members 
Mstep: Class 3 contains 41349 members 
Mstep: Class 4 contains 18478 members 
Mstep: Class 5 contains 22353 members 
Mstep: Class 6 contains 164093 members 
Mstep: Class 7 contains 81420 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 30271 members 
Mstep: Class 11 contains 170516 members 
Mstep: Class 12 contains 62576 members 
Mstep: Class 13 contains 70612 members 
Mstep: Class 14 contains 27270 members 
Mstep: Class 15 contains 48102 members 
Mstep: Class 16 contains 108814 members 
Mstep: Class 17 contains 75607 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17159 members 
Mstep: Class 20 contains 35470 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18985 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40133 members 
Mstep: Class 25 contains 241293 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173378 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4313 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 12039 members 
Mstep: Class 34 contains 5672 members 
Mstep: Class 35 contains 160219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573312.000000 Penalty: 124948.460938
Iteration 445Q: 36 clusters Score -2.055733e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 92977 members 
Mstep: Class 3 contains 41348 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 22356 members 
Mstep: Class 6 contains 164105 members 
Mstep: Class 7 contains 81418 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 30268 members 
Mstep: Class 11 contains 170521 members 
Mstep: Class 12 contains 62625 members 
Mstep: Class 13 contains 70617 members 
Mstep: Class 14 contains 27268 members 
Mstep: Class 15 contains 48100 members 
Mstep: Class 16 contains 108832 members 
Mstep: Class 17 contains 75611 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17161 members 
Mstep: Class 20 contains 35468 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 241276 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173379 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4314 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 12042 members 
Mstep: Class 34 contains 5676 members 
Mstep: Class 35 contains 160163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573136.000000 Penalty: 124948.460938
Iteration 446Q: 36 clusters Score -2.055731e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 92960 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 18477 members 
Mstep: Class 5 contains 22362 members 
Mstep: Class 6 contains 164137 members 
Mstep: Class 7 contains 81426 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 170519 members 
Mstep: Class 12 contains 62668 members 
Mstep: Class 13 contains 70620 members 
Mstep: Class 14 contains 27266 members 
Mstep: Class 15 contains 48096 members 
Mstep: Class 16 contains 108855 members 
Mstep: Class 17 contains 75612 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 17160 members 
Mstep: Class 20 contains 35448 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18975 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40128 members 
Mstep: Class 25 contains 241254 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173381 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4311 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 12045 members 
Mstep: Class 34 contains 5681 members 
Mstep: Class 35 contains 160122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573424.000000 Penalty: 124948.460938
Iteration 447Q: 36 clusters Score -2.055734e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 92948 members 
Mstep: Class 3 contains 41345 members 
Mstep: Class 4 contains 18485 members 
Mstep: Class 5 contains 22376 members 
Mstep: Class 6 contains 164172 members 
Mstep: Class 7 contains 81437 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 30261 members 
Mstep: Class 11 contains 170515 members 
Mstep: Class 12 contains 62696 members 
Mstep: Class 13 contains 70621 members 
Mstep: Class 14 contains 27260 members 
Mstep: Class 15 contains 48090 members 
Mstep: Class 16 contains 108864 members 
Mstep: Class 17 contains 75619 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17161 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18976 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40133 members 
Mstep: Class 25 contains 241218 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173385 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4311 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 12043 members 
Mstep: Class 34 contains 5682 members 
Mstep: Class 35 contains 160097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573408.000000 Penalty: 124948.460938
Iteration 448Q: 36 clusters Score -2.055734e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 92942 members 
Mstep: Class 3 contains 41338 members 
Mstep: Class 4 contains 18484 members 
Mstep: Class 5 contains 22386 members 
Mstep: Class 6 contains 164183 members 
Mstep: Class 7 contains 81444 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 30254 members 
Mstep: Class 11 contains 170513 members 
Mstep: Class 12 contains 62716 members 
Mstep: Class 13 contains 70624 members 
Mstep: Class 14 contains 27262 members 
Mstep: Class 15 contains 48084 members 
Mstep: Class 16 contains 108891 members 
Mstep: Class 17 contains 75620 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17159 members 
Mstep: Class 20 contains 35397 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18976 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40135 members 
Mstep: Class 25 contains 241183 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173389 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4312 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 12044 members 
Mstep: Class 34 contains 5684 members 
Mstep: Class 35 contains 160099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573248.000000 Penalty: 124948.460938
Iteration 449Q: 36 clusters Score -2.055732e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 92936 members 
Mstep: Class 3 contains 41332 members 
Mstep: Class 4 contains 18487 members 
Mstep: Class 5 contains 22397 members 
Mstep: Class 6 contains 164199 members 
Mstep: Class 7 contains 81451 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 30248 members 
Mstep: Class 11 contains 170515 members 
Mstep: Class 12 contains 62739 members 
Mstep: Class 13 contains 70627 members 
Mstep: Class 14 contains 27259 members 
Mstep: Class 15 contains 48074 members 
Mstep: Class 16 contains 108909 members 
Mstep: Class 17 contains 75622 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17159 members 
Mstep: Class 20 contains 35380 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18982 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 241149 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173387 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4313 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 12046 members 
Mstep: Class 34 contains 5687 members 
Mstep: Class 35 contains 160093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573360.000000 Penalty: 124948.460938
Iteration 450Q: 36 clusters Score -2.055734e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 92933 members 
Mstep: Class 3 contains 41329 members 
Mstep: Class 4 contains 18488 members 
Mstep: Class 5 contains 22407 members 
Mstep: Class 6 contains 164206 members 
Mstep: Class 7 contains 81455 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 12542 members 
Mstep: Class 10 contains 30248 members 
Mstep: Class 11 contains 170518 members 
Mstep: Class 12 contains 62767 members 
Mstep: Class 13 contains 70626 members 
Mstep: Class 14 contains 27263 members 
Mstep: Class 15 contains 48071 members 
Mstep: Class 16 contains 108925 members 
Mstep: Class 17 contains 75630 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17157 members 
Mstep: Class 20 contains 35372 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18977 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40126 members 
Mstep: Class 25 contains 241105 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173385 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4311 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10970 members 
Mstep: Class 33 contains 12048 members 
Mstep: Class 34 contains 5687 members 
Mstep: Class 35 contains 160078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573472.000000 Penalty: 124948.460938
Iteration 451Q: 36 clusters Score -2.055735e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 92927 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 18493 members 
Mstep: Class 5 contains 22415 members 
Mstep: Class 6 contains 164203 members 
Mstep: Class 7 contains 81457 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 30246 members 
Mstep: Class 11 contains 170522 members 
Mstep: Class 12 contains 62782 members 
Mstep: Class 13 contains 70627 members 
Mstep: Class 14 contains 27254 members 
Mstep: Class 15 contains 48057 members 
Mstep: Class 16 contains 108948 members 
Mstep: Class 17 contains 75636 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17156 members 
Mstep: Class 20 contains 35360 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18972 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40123 members 
Mstep: Class 25 contains 241067 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173382 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4312 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10970 members 
Mstep: Class 33 contains 12053 members 
Mstep: Class 34 contains 5687 members 
Mstep: Class 35 contains 160096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573536.000000 Penalty: 124948.460938
Iteration 452Q: 36 clusters Score -2.055735e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 92916 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18499 members 
Mstep: Class 5 contains 22418 members 
Mstep: Class 6 contains 164217 members 
Mstep: Class 7 contains 81459 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 12563 members 
Mstep: Class 10 contains 30245 members 
Mstep: Class 11 contains 170526 members 
Mstep: Class 12 contains 62788 members 
Mstep: Class 13 contains 70629 members 
Mstep: Class 14 contains 27246 members 
Mstep: Class 15 contains 48042 members 
Mstep: Class 16 contains 108960 members 
Mstep: Class 17 contains 75639 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17155 members 
Mstep: Class 20 contains 35359 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 7507 members 
Mstep: Class 24 contains 40120 members 
Mstep: Class 25 contains 241040 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173382 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4313 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 12056 members 
Mstep: Class 34 contains 5687 members 
Mstep: Class 35 contains 160101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573696.000000 Penalty: 124948.460938
Iteration 453Q: 36 clusters Score -2.055737e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 92898 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 18499 members 
Mstep: Class 5 contains 22425 members 
Mstep: Class 6 contains 164250 members 
Mstep: Class 7 contains 81461 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 12564 members 
Mstep: Class 10 contains 30240 members 
Mstep: Class 11 contains 170529 members 
Mstep: Class 12 contains 62807 members 
Mstep: Class 13 contains 70630 members 
Mstep: Class 14 contains 27242 members 
Mstep: Class 15 contains 48034 members 
Mstep: Class 16 contains 108970 members 
Mstep: Class 17 contains 75644 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17155 members 
Mstep: Class 20 contains 35357 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18974 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40119 members 
Mstep: Class 25 contains 241007 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173377 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4312 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 12056 members 
Mstep: Class 34 contains 5687 members 
Mstep: Class 35 contains 160096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573904.000000 Penalty: 124948.460938
Iteration 454Q: 36 clusters Score -2.055739e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 92891 members 
Mstep: Class 3 contains 41324 members 
Mstep: Class 4 contains 18501 members 
Mstep: Class 5 contains 22432 members 
Mstep: Class 6 contains 164276 members 
Mstep: Class 7 contains 81464 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 12565 members 
Mstep: Class 10 contains 30240 members 
Mstep: Class 11 contains 170534 members 
Mstep: Class 12 contains 62832 members 
Mstep: Class 13 contains 70633 members 
Mstep: Class 14 contains 27232 members 
Mstep: Class 15 contains 48027 members 
Mstep: Class 16 contains 108985 members 
Mstep: Class 17 contains 75652 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17156 members 
Mstep: Class 20 contains 35349 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18975 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40120 members 
Mstep: Class 25 contains 240961 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173380 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4314 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10966 members 
Mstep: Class 33 contains 12056 members 
Mstep: Class 34 contains 5688 members 
Mstep: Class 35 contains 160076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574144.000000 Penalty: 124948.460938
Iteration 455Q: 36 clusters Score -2.055741e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 92879 members 
Mstep: Class 3 contains 41325 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 22440 members 
Mstep: Class 6 contains 164311 members 
Mstep: Class 7 contains 81462 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12564 members 
Mstep: Class 10 contains 30239 members 
Mstep: Class 11 contains 170537 members 
Mstep: Class 12 contains 62843 members 
Mstep: Class 13 contains 70635 members 
Mstep: Class 14 contains 27231 members 
Mstep: Class 15 contains 48021 members 
Mstep: Class 16 contains 109006 members 
Mstep: Class 17 contains 75660 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17151 members 
Mstep: Class 20 contains 35343 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18973 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40122 members 
Mstep: Class 25 contains 240922 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173381 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4315 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12056 members 
Mstep: Class 34 contains 5689 members 
Mstep: Class 35 contains 160055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574656.000000 Penalty: 124948.460938
Iteration 456Q: 36 clusters Score -2.055747e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 92859 members 
Mstep: Class 3 contains 41329 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22448 members 
Mstep: Class 6 contains 164336 members 
Mstep: Class 7 contains 81464 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12569 members 
Mstep: Class 10 contains 30235 members 
Mstep: Class 11 contains 170536 members 
Mstep: Class 12 contains 62855 members 
Mstep: Class 13 contains 70633 members 
Mstep: Class 14 contains 27229 members 
Mstep: Class 15 contains 48014 members 
Mstep: Class 16 contains 109020 members 
Mstep: Class 17 contains 75671 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 17148 members 
Mstep: Class 20 contains 35333 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18974 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40127 members 
Mstep: Class 25 contains 240886 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173384 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4314 members 
Mstep: Class 30 contains 3934 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12058 members 
Mstep: Class 34 contains 5688 members 
Mstep: Class 35 contains 160050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574704.000000 Penalty: 124948.460938
Iteration 457Q: 36 clusters Score -2.055747e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 92852 members 
Mstep: Class 3 contains 41330 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 22459 members 
Mstep: Class 6 contains 164331 members 
Mstep: Class 7 contains 81465 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12577 members 
Mstep: Class 10 contains 30229 members 
Mstep: Class 11 contains 170537 members 
Mstep: Class 12 contains 62864 members 
Mstep: Class 13 contains 70635 members 
Mstep: Class 14 contains 27231 members 
Mstep: Class 15 contains 48010 members 
Mstep: Class 16 contains 109041 members 
Mstep: Class 17 contains 75688 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17140 members 
Mstep: Class 20 contains 35322 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18976 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40126 members 
Mstep: Class 25 contains 240850 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173387 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4315 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12058 members 
Mstep: Class 34 contains 5690 members 
Mstep: Class 35 contains 160050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574384.000000 Penalty: 124948.460938
Iteration 458Q: 36 clusters Score -2.055744e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 92839 members 
Mstep: Class 3 contains 41331 members 
Mstep: Class 4 contains 18507 members 
Mstep: Class 5 contains 22472 members 
Mstep: Class 6 contains 164335 members 
Mstep: Class 7 contains 81467 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12576 members 
Mstep: Class 10 contains 30228 members 
Mstep: Class 11 contains 170538 members 
Mstep: Class 12 contains 62880 members 
Mstep: Class 13 contains 70638 members 
Mstep: Class 14 contains 27220 members 
Mstep: Class 15 contains 48003 members 
Mstep: Class 16 contains 109057 members 
Mstep: Class 17 contains 75697 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17135 members 
Mstep: Class 20 contains 35314 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18975 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40125 members 
Mstep: Class 25 contains 240827 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173391 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4315 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12054 members 
Mstep: Class 34 contains 5689 members 
Mstep: Class 35 contains 160057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574480.000000 Penalty: 124948.460938
Iteration 459Q: 36 clusters Score -2.055745e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 92813 members 
Mstep: Class 3 contains 41335 members 
Mstep: Class 4 contains 18509 members 
Mstep: Class 5 contains 22487 members 
Mstep: Class 6 contains 164348 members 
Mstep: Class 7 contains 81472 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12577 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 170541 members 
Mstep: Class 12 contains 62899 members 
Mstep: Class 13 contains 70639 members 
Mstep: Class 14 contains 27202 members 
Mstep: Class 15 contains 47997 members 
Mstep: Class 16 contains 109082 members 
Mstep: Class 17 contains 75703 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17129 members 
Mstep: Class 20 contains 35304 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18970 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40132 members 
Mstep: Class 25 contains 240791 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173396 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4312 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12057 members 
Mstep: Class 34 contains 5688 members 
Mstep: Class 35 contains 160063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574640.000000 Penalty: 124948.460938
Iteration 460F: 36 clusters Score -2.055746e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 92794 members 
Mstep: Class 3 contains 41337 members 
Mstep: Class 4 contains 18508 members 
Mstep: Class 5 contains 22505 members 
Mstep: Class 6 contains 164335 members 
Mstep: Class 7 contains 81472 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 170547 members 
Mstep: Class 12 contains 62915 members 
Mstep: Class 13 contains 70638 members 
Mstep: Class 14 contains 27199 members 
Mstep: Class 15 contains 47995 members 
Mstep: Class 16 contains 109099 members 
Mstep: Class 17 contains 75712 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17124 members 
Mstep: Class 20 contains 35298 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40134 members 
Mstep: Class 25 contains 240759 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173398 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4310 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12059 members 
Mstep: Class 34 contains 5687 members 
Mstep: Class 35 contains 160084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574784.000000 Penalty: 124948.460938
Iteration 461Q: 36 clusters Score -2.055748e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 41339 members 
Mstep: Class 4 contains 18510 members 
Mstep: Class 5 contains 22517 members 
Mstep: Class 6 contains 164333 members 
Mstep: Class 7 contains 81470 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12573 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 170548 members 
Mstep: Class 12 contains 62926 members 
Mstep: Class 13 contains 70642 members 
Mstep: Class 14 contains 27192 members 
Mstep: Class 15 contains 47988 members 
Mstep: Class 16 contains 109111 members 
Mstep: Class 17 contains 75720 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17122 members 
Mstep: Class 20 contains 35296 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40136 members 
Mstep: Class 25 contains 240729 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173398 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4310 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12060 members 
Mstep: Class 34 contains 5688 members 
Mstep: Class 35 contains 160105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574480.000000 Penalty: 124948.460938
Iteration 462Q: 36 clusters Score -2.055745e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 92753 members 
Mstep: Class 3 contains 41340 members 
Mstep: Class 4 contains 18512 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 164314 members 
Mstep: Class 7 contains 81470 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12570 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 170549 members 
Mstep: Class 12 contains 62952 members 
Mstep: Class 13 contains 70645 members 
Mstep: Class 14 contains 27183 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 109126 members 
Mstep: Class 17 contains 75726 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17116 members 
Mstep: Class 20 contains 35289 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40140 members 
Mstep: Class 25 contains 240707 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173396 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4308 members 
Mstep: Class 30 contains 3932 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12060 members 
Mstep: Class 34 contains 5686 members 
Mstep: Class 35 contains 160140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574432.000000 Penalty: 124948.460938
Iteration 463Q: 36 clusters Score -2.055744e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 92741 members 
Mstep: Class 3 contains 41341 members 
Mstep: Class 4 contains 18514 members 
Mstep: Class 5 contains 22532 members 
Mstep: Class 6 contains 164264 members 
Mstep: Class 7 contains 81468 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12574 members 
Mstep: Class 10 contains 30224 members 
Mstep: Class 11 contains 170549 members 
Mstep: Class 12 contains 62960 members 
Mstep: Class 13 contains 70648 members 
Mstep: Class 14 contains 27182 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 109144 members 
Mstep: Class 17 contains 75733 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17114 members 
Mstep: Class 20 contains 35286 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40141 members 
Mstep: Class 25 contains 240682 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173397 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4305 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12061 members 
Mstep: Class 34 contains 5683 members 
Mstep: Class 35 contains 160187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574608.000000 Penalty: 124948.460938
Iteration 464Q: 36 clusters Score -2.055746e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 92726 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18518 members 
Mstep: Class 5 contains 22539 members 
Mstep: Class 6 contains 164184 members 
Mstep: Class 7 contains 81467 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12581 members 
Mstep: Class 10 contains 30222 members 
Mstep: Class 11 contains 170554 members 
Mstep: Class 12 contains 62966 members 
Mstep: Class 13 contains 70652 members 
Mstep: Class 14 contains 27177 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 109157 members 
Mstep: Class 17 contains 75739 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17109 members 
Mstep: Class 20 contains 35287 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18966 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40138 members 
Mstep: Class 25 contains 240655 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173396 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4304 members 
Mstep: Class 30 contains 3930 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12063 members 
Mstep: Class 34 contains 5686 members 
Mstep: Class 35 contains 160275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574624.000000 Penalty: 124948.460938
Iteration 465Q: 36 clusters Score -2.055746e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 92706 members 
Mstep: Class 3 contains 41340 members 
Mstep: Class 4 contains 18519 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 164123 members 
Mstep: Class 7 contains 81467 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 12582 members 
Mstep: Class 10 contains 30219 members 
Mstep: Class 11 contains 170562 members 
Mstep: Class 12 contains 62989 members 
Mstep: Class 13 contains 70650 members 
Mstep: Class 14 contains 27173 members 
Mstep: Class 15 contains 47972 members 
Mstep: Class 16 contains 109172 members 
Mstep: Class 17 contains 75748 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17104 members 
Mstep: Class 20 contains 35282 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40138 members 
Mstep: Class 25 contains 240625 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173397 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4299 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12065 members 
Mstep: Class 34 contains 5693 members 
Mstep: Class 35 contains 160356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574448.000000 Penalty: 124948.460938
Iteration 466Q: 36 clusters Score -2.055744e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 92686 members 
Mstep: Class 3 contains 41340 members 
Mstep: Class 4 contains 18517 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 164045 members 
Mstep: Class 7 contains 81468 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12584 members 
Mstep: Class 10 contains 30214 members 
Mstep: Class 11 contains 170565 members 
Mstep: Class 12 contains 63003 members 
Mstep: Class 13 contains 70650 members 
Mstep: Class 14 contains 27179 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 109194 members 
Mstep: Class 17 contains 75750 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 17096 members 
Mstep: Class 20 contains 35277 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40139 members 
Mstep: Class 25 contains 240600 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173399 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4297 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12063 members 
Mstep: Class 34 contains 5697 members 
Mstep: Class 35 contains 160435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574400.000000 Penalty: 124948.460938
Iteration 467Q: 36 clusters Score -2.055744e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 92668 members 
Mstep: Class 3 contains 41339 members 
Mstep: Class 4 contains 18509 members 
Mstep: Class 5 contains 22556 members 
Mstep: Class 6 contains 163953 members 
Mstep: Class 7 contains 81468 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 12585 members 
Mstep: Class 10 contains 30211 members 
Mstep: Class 11 contains 170573 members 
Mstep: Class 12 contains 63003 members 
Mstep: Class 13 contains 70648 members 
Mstep: Class 14 contains 27184 members 
Mstep: Class 15 contains 47964 members 
Mstep: Class 16 contains 109211 members 
Mstep: Class 17 contains 75755 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17092 members 
Mstep: Class 20 contains 35280 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18968 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40138 members 
Mstep: Class 25 contains 240577 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173404 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4295 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12062 members 
Mstep: Class 34 contains 5698 members 
Mstep: Class 35 contains 160541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574176.000000 Penalty: 124948.460938
Iteration 468Q: 36 clusters Score -2.055742e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 92648 members 
Mstep: Class 3 contains 41339 members 
Mstep: Class 4 contains 18507 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 163897 members 
Mstep: Class 7 contains 81471 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12588 members 
Mstep: Class 10 contains 30207 members 
Mstep: Class 11 contains 170575 members 
Mstep: Class 12 contains 63015 members 
Mstep: Class 13 contains 70651 members 
Mstep: Class 14 contains 27188 members 
Mstep: Class 15 contains 47958 members 
Mstep: Class 16 contains 109226 members 
Mstep: Class 17 contains 75760 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17089 members 
Mstep: Class 20 contains 35275 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18968 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40135 members 
Mstep: Class 25 contains 240560 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173405 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4288 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12061 members 
Mstep: Class 34 contains 5707 members 
Mstep: Class 35 contains 160603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573984.000000 Penalty: 124948.460938
Iteration 469Q: 36 clusters Score -2.05574e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 92636 members 
Mstep: Class 3 contains 41341 members 
Mstep: Class 4 contains 18508 members 
Mstep: Class 5 contains 22570 members 
Mstep: Class 6 contains 163851 members 
Mstep: Class 7 contains 81476 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 30200 members 
Mstep: Class 11 contains 170573 members 
Mstep: Class 12 contains 63024 members 
Mstep: Class 13 contains 70655 members 
Mstep: Class 14 contains 27189 members 
Mstep: Class 15 contains 47952 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 75762 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17086 members 
Mstep: Class 20 contains 35272 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18967 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240549 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173406 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4283 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12060 members 
Mstep: Class 34 contains 5713 members 
Mstep: Class 35 contains 160650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573968.000000 Penalty: 124948.460938
Iteration 470Q: 36 clusters Score -2.05574e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92625 members 
Mstep: Class 3 contains 41341 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 22580 members 
Mstep: Class 6 contains 163802 members 
Mstep: Class 7 contains 81478 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 30195 members 
Mstep: Class 11 contains 170579 members 
Mstep: Class 12 contains 63040 members 
Mstep: Class 13 contains 70657 members 
Mstep: Class 14 contains 27194 members 
Mstep: Class 15 contains 47943 members 
Mstep: Class 16 contains 109249 members 
Mstep: Class 17 contains 75762 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17083 members 
Mstep: Class 20 contains 35267 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40128 members 
Mstep: Class 25 contains 240535 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173405 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4281 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12061 members 
Mstep: Class 34 contains 5717 members 
Mstep: Class 35 contains 160692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574112.000000 Penalty: 124948.460938
Iteration 471Q: 36 clusters Score -2.055741e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 92606 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18503 members 
Mstep: Class 5 contains 22590 members 
Mstep: Class 6 contains 163747 members 
Mstep: Class 7 contains 81478 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12593 members 
Mstep: Class 10 contains 30189 members 
Mstep: Class 11 contains 170582 members 
Mstep: Class 12 contains 63057 members 
Mstep: Class 13 contains 70658 members 
Mstep: Class 14 contains 27198 members 
Mstep: Class 15 contains 47937 members 
Mstep: Class 16 contains 109260 members 
Mstep: Class 17 contains 75763 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17073 members 
Mstep: Class 20 contains 35271 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18974 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40129 members 
Mstep: Class 25 contains 240529 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173405 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4282 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12061 members 
Mstep: Class 34 contains 5719 members 
Mstep: Class 35 contains 160735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573872.000000 Penalty: 124948.460938
Iteration 472Q: 36 clusters Score -2.055739e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 92594 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18504 members 
Mstep: Class 5 contains 22596 members 
Mstep: Class 6 contains 163675 members 
Mstep: Class 7 contains 81479 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12595 members 
Mstep: Class 10 contains 30184 members 
Mstep: Class 11 contains 170590 members 
Mstep: Class 12 contains 63066 members 
Mstep: Class 13 contains 70660 members 
Mstep: Class 14 contains 27195 members 
Mstep: Class 15 contains 47935 members 
Mstep: Class 16 contains 109273 members 
Mstep: Class 17 contains 75768 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17065 members 
Mstep: Class 20 contains 35274 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18972 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40128 members 
Mstep: Class 25 contains 240516 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173404 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4283 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12061 members 
Mstep: Class 34 contains 5726 members 
Mstep: Class 35 contains 160792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573808.000000 Penalty: 124948.460938
Iteration 473Q: 36 clusters Score -2.055738e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 92587 members 
Mstep: Class 3 contains 41345 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 163623 members 
Mstep: Class 7 contains 81482 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12601 members 
Mstep: Class 10 contains 30182 members 
Mstep: Class 11 contains 170591 members 
Mstep: Class 12 contains 63076 members 
Mstep: Class 13 contains 70662 members 
Mstep: Class 14 contains 27197 members 
Mstep: Class 15 contains 47931 members 
Mstep: Class 16 contains 109285 members 
Mstep: Class 17 contains 75778 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17064 members 
Mstep: Class 20 contains 35267 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40129 members 
Mstep: Class 25 contains 240504 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173402 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4283 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12063 members 
Mstep: Class 34 contains 5729 members 
Mstep: Class 35 contains 160826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573648.000000 Penalty: 124948.460938
Iteration 474Q: 36 clusters Score -2.055736e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 92571 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 163602 members 
Mstep: Class 7 contains 81482 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12602 members 
Mstep: Class 10 contains 30174 members 
Mstep: Class 11 contains 170590 members 
Mstep: Class 12 contains 63087 members 
Mstep: Class 13 contains 70664 members 
Mstep: Class 14 contains 27204 members 
Mstep: Class 15 contains 47926 members 
Mstep: Class 16 contains 109294 members 
Mstep: Class 17 contains 75786 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17064 members 
Mstep: Class 20 contains 35259 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240499 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173402 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4280 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12065 members 
Mstep: Class 34 contains 5739 members 
Mstep: Class 35 contains 160841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573872.000000 Penalty: 124948.460938
Iteration 475Q: 36 clusters Score -2.055739e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92554 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 163583 members 
Mstep: Class 7 contains 81487 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12606 members 
Mstep: Class 10 contains 30171 members 
Mstep: Class 11 contains 170589 members 
Mstep: Class 12 contains 63097 members 
Mstep: Class 13 contains 70666 members 
Mstep: Class 14 contains 27205 members 
Mstep: Class 15 contains 47923 members 
Mstep: Class 16 contains 109307 members 
Mstep: Class 17 contains 75788 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17060 members 
Mstep: Class 20 contains 35257 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18967 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40129 members 
Mstep: Class 25 contains 240487 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173404 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4277 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10965 members 
Mstep: Class 33 contains 12067 members 
Mstep: Class 34 contains 5742 members 
Mstep: Class 35 contains 160859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573952.000000 Penalty: 124948.460938
Iteration 476Q: 36 clusters Score -2.05574e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 92546 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18502 members 
Mstep: Class 5 contains 22609 members 
Mstep: Class 6 contains 163562 members 
Mstep: Class 7 contains 81487 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12610 members 
Mstep: Class 10 contains 30168 members 
Mstep: Class 11 contains 170592 members 
Mstep: Class 12 contains 63104 members 
Mstep: Class 13 contains 70667 members 
Mstep: Class 14 contains 27205 members 
Mstep: Class 15 contains 47923 members 
Mstep: Class 16 contains 109319 members 
Mstep: Class 17 contains 75787 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17055 members 
Mstep: Class 20 contains 35250 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40127 members 
Mstep: Class 25 contains 240488 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173405 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10965 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5747 members 
Mstep: Class 35 contains 160881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573776.000000 Penalty: 124948.460938
Iteration 477Q: 36 clusters Score -2.055738e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 92542 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18504 members 
Mstep: Class 5 contains 22612 members 
Mstep: Class 6 contains 163528 members 
Mstep: Class 7 contains 81488 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12611 members 
Mstep: Class 10 contains 30162 members 
Mstep: Class 11 contains 170592 members 
Mstep: Class 12 contains 63114 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27205 members 
Mstep: Class 15 contains 47921 members 
Mstep: Class 16 contains 109324 members 
Mstep: Class 17 contains 75787 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17054 members 
Mstep: Class 20 contains 35253 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18961 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40131 members 
Mstep: Class 25 contains 240482 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173402 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5751 members 
Mstep: Class 35 contains 160909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573840.000000 Penalty: 124948.460938
Iteration 478Q: 36 clusters Score -2.055738e+08 nChanged 221
Entering ConstructFrom: 
Score: -205573840.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (13150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Entering Unmasked Estep 
Score: -1503956.375000 Penalty: 2352.075684
	Iteration 0F: 2 clusters Score -1503956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1494327.125000 Penalty: 4704.151367
	Iteration 0F: 3 clusters Score -1494327 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1497608.500000 Penalty: 4704.151367
	Iteration 1F: 3 clusters Score -1497608 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1498171.375000 Penalty: 4704.151367
	Iteration 2F: 3 clusters Score -1498171 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1498647.750000 Penalty: 4704.151367
	Iteration 3F: 3 clusters Score -1498648 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1499126.250000 Penalty: 4704.151367
	Iteration 4F: 3 clusters Score -1499126 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1499533.625000 Penalty: 4704.151367
	Iteration 5F: 3 clusters Score -1499534 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1499954.875000 Penalty: 4704.151367
	Iteration 6F: 3 clusters Score -1499955 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1500349.500000 Penalty: 4704.151367
	Iteration 7Q: 3 clusters Score -1500350 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1500756.000000 Penalty: 4704.151367
	Iteration 8Q: 3 clusters Score -1500756 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1501174.500000 Penalty: 4704.151367
	Iteration 9Q: 3 clusters Score -1501174 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1501528.875000 Penalty: 4704.151367
	Iteration 10Q: 3 clusters Score -1501529 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1501840.625000 Penalty: 4704.151367
	Iteration 11Q: 3 clusters Score -1501841 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1502078.375000 Penalty: 4704.151367
	Iteration 12Q: 3 clusters Score -1502078 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1502258.375000 Penalty: 4704.151367
	Iteration 13Q: 3 clusters Score -1502258 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1502390.750000 Penalty: 4704.151367
	Iteration 14Q: 3 clusters Score -1502391 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1502479.750000 Penalty: 4704.151367
	Iteration 15Q: 3 clusters Score -1502480 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1502543.375000 Penalty: 4704.151367
	Iteration 16Q: 3 clusters Score -1502543 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1502594.000000 Penalty: 4704.151367
	Iteration 17Q: 3 clusters Score -1502594 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1502642.750000 Penalty: 4704.151367
	Iteration 18Q: 3 clusters Score -1502643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1502678.000000 Penalty: 4704.151367
	Iteration 19Q: 3 clusters Score -1502678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1502705.875000 Penalty: 4704.151367
	Iteration 20F: 3 clusters Score -1502706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1502732.125000 Penalty: 4704.151367
	Iteration 21Q: 3 clusters Score -1502732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1502759.375000 Penalty: 4704.151367
	Iteration 22Q: 3 clusters Score -1502759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1502774.375000 Penalty: 4704.151367
	Iteration 23Q: 3 clusters Score -1502774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1502781.750000 Penalty: 4704.151367
	Iteration 24Q: 3 clusters Score -1502782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1502783.875000 Penalty: 4704.151367
	Iteration 25Q: 3 clusters Score -1502784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1502791.000000 Penalty: 4704.151367
	Iteration 26Q: 3 clusters Score -1502791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1502793.750000 Penalty: 4704.151367
	Iteration 27Q: 3 clusters Score -1502794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1502800.875000 Penalty: 4704.151367
	Iteration 28Q: 3 clusters Score -1502801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1502801.750000 Penalty: 4704.151367
	Iteration 29Q: 3 clusters Score -1502802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1502810.625000 Penalty: 4704.151367
	Iteration 30Q: 3 clusters Score -1502811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1502818.625000 Penalty: 4704.151367
	Iteration 31Q: 3 clusters Score -1502819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1502814.625000 Penalty: 4704.151367
	Iteration 32Q: 3 clusters Score -1502815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1502817.750000 Penalty: 4704.151367
	Iteration 33Q: 3 clusters Score -1502818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1502819.000000 Penalty: 4704.151367
	Iteration 34Q: 3 clusters Score -1502819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1502822.250000 Penalty: 4704.151367
	Iteration 35Q: 3 clusters Score -1502822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1502823.375000 Penalty: 4704.151367
	Iteration 36Q: 3 clusters Score -1502823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1502828.250000 Penalty: 4704.151367
	Iteration 37Q: 3 clusters Score -1502828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1502828.875000 Penalty: 4704.151367
	Iteration 38Q: 3 clusters Score -1502829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1502826.375000 Penalty: 4704.151367
	Iteration 39Q: 3 clusters Score -1502826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1502829.625000 Penalty: 4704.151367
	Iteration 40F: 3 clusters Score -1502830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1502833.500000 Penalty: 4704.151367
	Iteration 41Q: 3 clusters Score -1502834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1502832.250000 Penalty: 4704.151367
	Iteration 42Q: 3 clusters Score -1502832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1502830.625000 Penalty: 4704.151367
	Iteration 43Q: 3 clusters Score -1502831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1502832.250000 Penalty: 4704.151367
	Iteration 44Q: 3 clusters Score -1502832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1502835.750000 Penalty: 4704.151367
	Iteration 45Q: 3 clusters Score -1502836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1502836.625000 Penalty: 4704.151367
	Iteration 46Q: 3 clusters Score -1502837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1502834.375000 Penalty: 4704.151367
	Iteration 47Q: 3 clusters Score -1502834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1502837.625000 Penalty: 4704.151367
	Iteration 48Q: 3 clusters Score -1502838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1502836.125000 Penalty: 4704.151367
	Iteration 49Q: 3 clusters Score -1502836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1502835.875000 Penalty: 4704.151367
	Iteration 50Q: 3 clusters Score -1502836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1502836.750000 Penalty: 4704.151367
	Iteration 51Q: 3 clusters Score -1502837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1502839.125000 Penalty: 4704.151367
	Iteration 52Q: 3 clusters Score -1502839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1502839.750000 Penalty: 4704.151367
	Iteration 53Q: 3 clusters Score -1502840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1502840.375000 Penalty: 4704.151367
	Iteration 54Q: 3 clusters Score -1502840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1502845.625000 Penalty: 4704.151367
	Iteration 55Q: 3 clusters Score -1502846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1502847.250000 Penalty: 4704.151367
	Iteration 56Q: 3 clusters Score -1502847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1502847.375000 Penalty: 4704.151367
	Iteration 57Q: 3 clusters Score -1502847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1502844.375000 Penalty: 4704.151367
	Iteration 58Q: 3 clusters Score -1502844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1502847.125000 Penalty: 4704.151367
	Iteration 59Q: 3 clusters Score -1502847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1502847.125000 Penalty: 4704.151367
	Iteration 60F: 3 clusters Score -1502847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1502851.375000 Penalty: 4704.151367
	Iteration 61Q: 3 clusters Score -1502851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1502850.750000 Penalty: 4704.151367
	Iteration 62Q: 3 clusters Score -1502851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1502850.750000 Penalty: 4704.151367
	Iteration 63F: 3 clusters Score -1502851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Entering Unmasked Estep 
Score: -11014936.000000 Penalty: 2835.970215
	Iteration 0F: 2 clusters Score -1.101494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -10952913.000000 Penalty: 5671.940430
	Iteration 0F: 3 clusters Score -1.095291e+07 nChanged 43586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -10978269.000000 Penalty: 5671.940430
	Iteration 1F: 3 clusters Score -1.097827e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -10979592.000000 Penalty: 5671.940430
	Iteration 2Q: 3 clusters Score -1.097959e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -10981346.000000 Penalty: 5671.940430
	Iteration 3Q: 3 clusters Score -1.098135e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -10983615.000000 Penalty: 5671.940430
	Iteration 4Q: 3 clusters Score -1.098362e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -10986454.000000 Penalty: 5671.940430
	Iteration 5F: 3 clusters Score -1.098645e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -10990138.000000 Penalty: 5671.940430
	Iteration 6F: 3 clusters Score -1.099014e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -10993857.000000 Penalty: 5671.940430
	Iteration 7F: 3 clusters Score -1.099386e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -10996826.000000 Penalty: 5671.940430
	Iteration 8F: 3 clusters Score -1.099683e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -10998489.000000 Penalty: 5671.940430
	Iteration 9Q: 3 clusters Score -1.099849e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -10999144.000000 Penalty: 5671.940430
	Iteration 10Q: 3 clusters Score -1.099914e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -10999438.000000 Penalty: 5671.940430
	Iteration 11Q: 3 clusters Score -1.099944e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -10999640.000000 Penalty: 5671.940430
	Iteration 12Q: 3 clusters Score -1.099964e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -10999722.000000 Penalty: 5671.940430
	Iteration 13Q: 3 clusters Score -1.099972e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -10999820.000000 Penalty: 5671.940430
	Iteration 14Q: 3 clusters Score -1.099982e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -10999910.000000 Penalty: 5671.940430
	Iteration 15Q: 3 clusters Score -1.099991e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -11000073.000000 Penalty: 5671.940430
	Iteration 16Q: 3 clusters Score -1.100007e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -11000236.000000 Penalty: 5671.940430
	Iteration 17Q: 3 clusters Score -1.100024e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -11000453.000000 Penalty: 5671.940430
	Iteration 18Q: 3 clusters Score -1.100045e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -11000680.000000 Penalty: 5671.940430
	Iteration 19Q: 3 clusters Score -1.100068e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -11000879.000000 Penalty: 5671.940430
	Iteration 20F: 3 clusters Score -1.100088e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -11001153.000000 Penalty: 5671.940430
	Iteration 21Q: 3 clusters Score -1.100115e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -11001497.000000 Penalty: 5671.940430
	Iteration 22Q: 3 clusters Score -1.10015e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -11001989.000000 Penalty: 5671.940430
	Iteration 23Q: 3 clusters Score -1.100199e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -11002389.000000 Penalty: 5671.940430
	Iteration 24Q: 3 clusters Score -1.100239e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -11002963.000000 Penalty: 5671.940430
	Iteration 25Q: 3 clusters Score -1.100296e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -11003524.000000 Penalty: 5671.940430
	Iteration 26Q: 3 clusters Score -1.100352e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -11004167.000000 Penalty: 5671.940430
	Iteration 27Q: 3 clusters Score -1.100417e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -11004876.000000 Penalty: 5671.940430
	Iteration 28Q: 3 clusters Score -1.100488e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -11005525.000000 Penalty: 5671.940430
	Iteration 29Q: 3 clusters Score -1.100552e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -11006192.000000 Penalty: 5671.940430
	Iteration 30Q: 3 clusters Score -1.100619e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -11006803.000000 Penalty: 5671.940430
	Iteration 31Q: 3 clusters Score -1.10068e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -11007424.000000 Penalty: 5671.940430
	Iteration 32Q: 3 clusters Score -1.100742e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -11007886.000000 Penalty: 5671.940430
	Iteration 33Q: 3 clusters Score -1.100789e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -11008405.000000 Penalty: 5671.940430
	Iteration 34Q: 3 clusters Score -1.10084e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -11008818.000000 Penalty: 5671.940430
	Iteration 35Q: 3 clusters Score -1.100882e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -11009123.000000 Penalty: 5671.940430
	Iteration 36Q: 3 clusters Score -1.100912e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -11009482.000000 Penalty: 5671.940430
	Iteration 37Q: 3 clusters Score -1.100948e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -11009807.000000 Penalty: 5671.940430
	Iteration 38Q: 3 clusters Score -1.100981e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -11010057.000000 Penalty: 5671.940430
	Iteration 39Q: 3 clusters Score -1.101006e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -11010320.000000 Penalty: 5671.940430
	Iteration 40F: 3 clusters Score -1.101032e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -11010551.000000 Penalty: 5671.940430
	Iteration 41Q: 3 clusters Score -1.101055e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -11010736.000000 Penalty: 5671.940430
	Iteration 42Q: 3 clusters Score -1.101074e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -11010958.000000 Penalty: 5671.940430
	Iteration 43Q: 3 clusters Score -1.101096e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -11011120.000000 Penalty: 5671.940430
	Iteration 44Q: 3 clusters Score -1.101112e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -11011309.000000 Penalty: 5671.940430
	Iteration 45Q: 3 clusters Score -1.101131e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -11011434.000000 Penalty: 5671.940430
	Iteration 46Q: 3 clusters Score -1.101143e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -11011561.000000 Penalty: 5671.940430
	Iteration 47Q: 3 clusters Score -1.101156e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -11011728.000000 Penalty: 5671.940430
	Iteration 48Q: 3 clusters Score -1.101173e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 88226 members 
Entering Unmasked Estep 
Score: -11011825.000000 Penalty: 5671.940430
	Iteration 49Q: 3 clusters Score -1.101182e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -11011968.000000 Penalty: 5671.940430
	Iteration 50Q: 3 clusters Score -1.101197e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -11012006.000000 Penalty: 5671.940430
	Iteration 51Q: 3 clusters Score -1.101201e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -11012117.000000 Penalty: 5671.940430
	Iteration 52Q: 3 clusters Score -1.101212e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -11012187.000000 Penalty: 5671.940430
	Iteration 53Q: 3 clusters Score -1.101219e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -11012262.000000 Penalty: 5671.940430
	Iteration 54Q: 3 clusters Score -1.101226e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -11012295.000000 Penalty: 5671.940430
	Iteration 55Q: 3 clusters Score -1.10123e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -11012355.000000 Penalty: 5671.940430
	Iteration 56Q: 3 clusters Score -1.101236e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -11012381.000000 Penalty: 5671.940430
	Iteration 57Q: 3 clusters Score -1.101238e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -11012400.000000 Penalty: 5671.940430
	Iteration 58Q: 3 clusters Score -1.10124e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -11012382.000000 Penalty: 5671.940430
	Iteration 59Q: 3 clusters Score -1.101238e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 90065 members 
Entering Unmasked Estep 
Score: -11012427.000000 Penalty: 5671.940430
	Iteration 60F: 3 clusters Score -1.101243e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -11012456.000000 Penalty: 5671.940430
	Iteration 61Q: 3 clusters Score -1.101246e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -11012484.000000 Penalty: 5671.940430
	Iteration 62Q: 3 clusters Score -1.101248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -11012507.000000 Penalty: 5671.940430
	Iteration 63Q: 3 clusters Score -1.101251e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -11012532.000000 Penalty: 5671.940430
	Iteration 64Q: 3 clusters Score -1.101253e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -11012537.000000 Penalty: 5671.940430
	Iteration 65Q: 3 clusters Score -1.101254e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -11012550.000000 Penalty: 5671.940430
	Iteration 66Q: 3 clusters Score -1.101255e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -11012593.000000 Penalty: 5671.940430
	Iteration 67Q: 3 clusters Score -1.101259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -11012605.000000 Penalty: 5671.940430
	Iteration 68Q: 3 clusters Score -1.10126e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -11012627.000000 Penalty: 5671.940430
	Iteration 69Q: 3 clusters Score -1.101263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -11012657.000000 Penalty: 5671.940430
	Iteration 70Q: 3 clusters Score -1.101266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -11012667.000000 Penalty: 5671.940430
	Iteration 71Q: 3 clusters Score -1.101267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 90704 members 
Entering Unmasked Estep 
Score: -11012690.000000 Penalty: 5671.940430
	Iteration 72Q: 3 clusters Score -1.101269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -11012682.000000 Penalty: 5671.940430
	Iteration 73Q: 3 clusters Score -1.101268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -11012691.000000 Penalty: 5671.940430
	Iteration 74Q: 3 clusters Score -1.101269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -11012704.000000 Penalty: 5671.940430
	Iteration 75Q: 3 clusters Score -1.10127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -11012706.000000 Penalty: 5671.940430
	Iteration 76Q: 3 clusters Score -1.101271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -11012704.000000 Penalty: 5671.940430
	Iteration 77Q: 3 clusters Score -1.10127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -11012685.000000 Penalty: 5671.940430
	Iteration 78Q: 3 clusters Score -1.101268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -11012680.000000 Penalty: 5671.940430
	Iteration 79Q: 3 clusters Score -1.101268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -11012686.000000 Penalty: 5671.940430
	Iteration 80F: 3 clusters Score -1.101269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -11012681.000000 Penalty: 5671.940430
	Iteration 81Q: 3 clusters Score -1.101268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -11012675.000000 Penalty: 5671.940430
	Iteration 82Q: 3 clusters Score -1.101268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -11012684.000000 Penalty: 5671.940430
	Iteration 83Q: 3 clusters Score -1.101268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -11012678.000000 Penalty: 5671.940430
	Iteration 84Q: 3 clusters Score -1.101268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -11012688.000000 Penalty: 5671.940430
	Iteration 85Q: 3 clusters Score -1.101269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -11012694.000000 Penalty: 5671.940430
	Iteration 86Q: 3 clusters Score -1.101269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -11012696.000000 Penalty: 5671.940430
	Iteration 87Q: 3 clusters Score -1.10127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -11012693.000000 Penalty: 5671.940430
	Iteration 88Q: 3 clusters Score -1.101269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -11012695.000000 Penalty: 5671.940430
	Iteration 89Q: 3 clusters Score -1.10127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -11012691.000000 Penalty: 5671.940430
	Iteration 90Q: 3 clusters Score -1.101269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -11012695.000000 Penalty: 5671.940430
	Iteration 91Q: 3 clusters Score -1.10127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -11012692.000000 Penalty: 5671.940430
	Iteration 92Q: 3 clusters Score -1.101269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -11012688.000000 Penalty: 5671.940430
	Iteration 93Q: 3 clusters Score -1.101269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -11012695.000000 Penalty: 5671.940430
	Iteration 94Q: 3 clusters Score -1.10127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -11012695.000000 Penalty: 5671.940430
	Iteration 95Q: 3 clusters Score -1.10127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -11012695.000000 Penalty: 5671.940430
	Iteration 96F: 3 clusters Score -1.10127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Entering Unmasked Estep 
Score: -4963742.000000 Penalty: 2636.155273
	Iteration 0F: 2 clusters Score -4963742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4935778.500000 Penalty: 5272.310547
	Iteration 0F: 3 clusters Score -4935778 nChanged 18907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4946377.000000 Penalty: 5272.310547
	Iteration 1F: 3 clusters Score -4946377 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -4947265.000000 Penalty: 5272.310547
	Iteration 2F: 3 clusters Score -4947265 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4948479.500000 Penalty: 5272.310547
	Iteration 3F: 3 clusters Score -4948480 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -4950266.000000 Penalty: 5272.310547
	Iteration 4F: 3 clusters Score -4950266 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4952779.500000 Penalty: 5272.310547
	Iteration 5F: 3 clusters Score -4952780 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4955578.000000 Penalty: 5272.310547
	Iteration 6F: 3 clusters Score -4955578 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4957903.500000 Penalty: 5272.310547
	Iteration 7F: 3 clusters Score -4957904 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4959605.000000 Penalty: 5272.310547
	Iteration 8Q: 3 clusters Score -4959605 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4960694.000000 Penalty: 5272.310547
	Iteration 9Q: 3 clusters Score -4960694 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -4961295.000000 Penalty: 5272.310547
	Iteration 10Q: 3 clusters Score -4961295 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4961631.000000 Penalty: 5272.310547
	Iteration 11Q: 3 clusters Score -4961631 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4961809.500000 Penalty: 5272.310547
	Iteration 12Q: 3 clusters Score -4961810 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -4961905.500000 Penalty: 5272.310547
	Iteration 13Q: 3 clusters Score -4961906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -4961950.000000 Penalty: 5272.310547
	Iteration 14Q: 3 clusters Score -4961950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -4961989.500000 Penalty: 5272.310547
	Iteration 15Q: 3 clusters Score -4961990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4962007.500000 Penalty: 5272.310547
	Iteration 16Q: 3 clusters Score -4962008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4962026.500000 Penalty: 5272.310547
	Iteration 17Q: 3 clusters Score -4962026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4962033.000000 Penalty: 5272.310547
	Iteration 18Q: 3 clusters Score -4962033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4962043.500000 Penalty: 5272.310547
	Iteration 19Q: 3 clusters Score -4962044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -4962044.000000 Penalty: 5272.310547
	Iteration 20F: 3 clusters Score -4962044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -4962057.500000 Penalty: 5272.310547
	Iteration 21Q: 3 clusters Score -4962058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -4962062.500000 Penalty: 5272.310547
	Iteration 22Q: 3 clusters Score -4962062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -4962065.500000 Penalty: 5272.310547
	Iteration 23Q: 3 clusters Score -4962066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -4962070.000000 Penalty: 5272.310547
	Iteration 24Q: 3 clusters Score -4962070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -4962076.000000 Penalty: 5272.310547
	Iteration 25Q: 3 clusters Score -4962076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -4962076.000000 Penalty: 5272.310547
	Iteration 26Q: 3 clusters Score -4962076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -4962081.500000 Penalty: 5272.310547
	Iteration 27Q: 3 clusters Score -4962082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -4962079.500000 Penalty: 5272.310547
	Iteration 28Q: 3 clusters Score -4962080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4962084.000000 Penalty: 5272.310547
	Iteration 29Q: 3 clusters Score -4962084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4962084.000000 Penalty: 5272.310547
	Iteration 30F: 3 clusters Score -4962084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Entering Unmasked Estep 
Score: -2127292.250000 Penalty: 2436.811035
	Iteration 0F: 2 clusters Score -2127292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2114188.000000 Penalty: 4873.622070
	Iteration 0F: 3 clusters Score -2114188 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2118628.500000 Penalty: 4873.622070
	Iteration 1F: 3 clusters Score -2118628 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2119171.250000 Penalty: 4873.622070
	Iteration 2F: 3 clusters Score -2119171 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2119766.250000 Penalty: 4873.622070
	Iteration 3F: 3 clusters Score -2119766 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2120425.000000 Penalty: 4873.622070
	Iteration 4F: 3 clusters Score -2120425 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2121065.000000 Penalty: 4873.622070
	Iteration 5F: 3 clusters Score -2121065 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2121605.000000 Penalty: 4873.622070
	Iteration 6F: 3 clusters Score -2121605 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2122032.000000 Penalty: 4873.622070
	Iteration 7Q: 3 clusters Score -2122032 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2122394.500000 Penalty: 4873.622070
	Iteration 8Q: 3 clusters Score -2122394 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2122709.000000 Penalty: 4873.622070
	Iteration 9Q: 3 clusters Score -2122709 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2122987.250000 Penalty: 4873.622070
	Iteration 10Q: 3 clusters Score -2122987 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2123198.750000 Penalty: 4873.622070
	Iteration 11Q: 3 clusters Score -2123199 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2123357.500000 Penalty: 4873.622070
	Iteration 12Q: 3 clusters Score -2123358 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2123478.250000 Penalty: 4873.622070
	Iteration 13Q: 3 clusters Score -2123478 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2123597.250000 Penalty: 4873.622070
	Iteration 14Q: 3 clusters Score -2123597 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2123718.500000 Penalty: 4873.622070
	Iteration 15Q: 3 clusters Score -2123718 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2123869.250000 Penalty: 4873.622070
	Iteration 16Q: 3 clusters Score -2123869 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2124075.250000 Penalty: 4873.622070
	Iteration 17Q: 3 clusters Score -2124075 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2124333.000000 Penalty: 4873.622070
	Iteration 18Q: 3 clusters Score -2124333 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2124623.000000 Penalty: 4873.622070
	Iteration 19Q: 3 clusters Score -2124623 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2124896.000000 Penalty: 4873.622070
	Iteration 20F: 3 clusters Score -2124896 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2125213.750000 Penalty: 4873.622070
	Iteration 21Q: 3 clusters Score -2125214 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2125539.500000 Penalty: 4873.622070
	Iteration 22Q: 3 clusters Score -2125540 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2125798.250000 Penalty: 4873.622070
	Iteration 23Q: 3 clusters Score -2125798 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2125972.000000 Penalty: 4873.622070
	Iteration 24Q: 3 clusters Score -2125972 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2126103.500000 Penalty: 4873.622070
	Iteration 25Q: 3 clusters Score -2126104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2126197.500000 Penalty: 4873.622070
	Iteration 26Q: 3 clusters Score -2126198 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2126242.250000 Penalty: 4873.622070
	Iteration 27Q: 3 clusters Score -2126242 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2126285.500000 Penalty: 4873.622070
	Iteration 28Q: 3 clusters Score -2126286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2126311.500000 Penalty: 4873.622070
	Iteration 29Q: 3 clusters Score -2126312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2126342.500000 Penalty: 4873.622070
	Iteration 30Q: 3 clusters Score -2126342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2126356.750000 Penalty: 4873.622070
	Iteration 31Q: 3 clusters Score -2126357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2126368.250000 Penalty: 4873.622070
	Iteration 32Q: 3 clusters Score -2126368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2126371.250000 Penalty: 4873.622070
	Iteration 33Q: 3 clusters Score -2126371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2126390.500000 Penalty: 4873.622070
	Iteration 34Q: 3 clusters Score -2126390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2126403.500000 Penalty: 4873.622070
	Iteration 35Q: 3 clusters Score -2126404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2126420.750000 Penalty: 4873.622070
	Iteration 36Q: 3 clusters Score -2126421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2126427.000000 Penalty: 4873.622070
	Iteration 37Q: 3 clusters Score -2126427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2126429.750000 Penalty: 4873.622070
	Iteration 38Q: 3 clusters Score -2126430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2126454.000000 Penalty: 4873.622070
	Iteration 39Q: 3 clusters Score -2126454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2126459.500000 Penalty: 4873.622070
	Iteration 40F: 3 clusters Score -2126460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2126468.250000 Penalty: 4873.622070
	Iteration 41Q: 3 clusters Score -2126468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2126475.000000 Penalty: 4873.622070
	Iteration 42Q: 3 clusters Score -2126475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2126485.500000 Penalty: 4873.622070
	Iteration 43Q: 3 clusters Score -2126486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2126502.750000 Penalty: 4873.622070
	Iteration 44Q: 3 clusters Score -2126503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2126510.250000 Penalty: 4873.622070
	Iteration 45Q: 3 clusters Score -2126510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2126513.500000 Penalty: 4873.622070
	Iteration 46Q: 3 clusters Score -2126514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2126519.250000 Penalty: 4873.622070
	Iteration 47Q: 3 clusters Score -2126519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2126522.000000 Penalty: 4873.622070
	Iteration 48Q: 3 clusters Score -2126522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2126528.500000 Penalty: 4873.622070
	Iteration 49Q: 3 clusters Score -2126528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2126540.500000 Penalty: 4873.622070
	Iteration 50Q: 3 clusters Score -2126540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2126547.750000 Penalty: 4873.622070
	Iteration 51Q: 3 clusters Score -2126548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2126549.000000 Penalty: 4873.622070
	Iteration 52Q: 3 clusters Score -2126549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2126553.250000 Penalty: 4873.622070
	Iteration 53Q: 3 clusters Score -2126553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2126550.750000 Penalty: 4873.622070
	Iteration 54Q: 3 clusters Score -2126551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2126554.500000 Penalty: 4873.622070
	Iteration 55Q: 3 clusters Score -2126554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2126557.250000 Penalty: 4873.622070
	Iteration 56Q: 3 clusters Score -2126557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2126561.000000 Penalty: 4873.622070
	Iteration 57Q: 3 clusters Score -2126561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2126559.500000 Penalty: 4873.622070
	Iteration 58Q: 3 clusters Score -2126560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2126566.250000 Penalty: 4873.622070
	Iteration 59Q: 3 clusters Score -2126566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2126569.250000 Penalty: 4873.622070
	Iteration 60F: 3 clusters Score -2126569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2126572.500000 Penalty: 4873.622070
	Iteration 61Q: 3 clusters Score -2126572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2126566.750000 Penalty: 4873.622070
	Iteration 62Q: 3 clusters Score -2126567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2126572.500000 Penalty: 4873.622070
	Iteration 63Q: 3 clusters Score -2126572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2126572.750000 Penalty: 4873.622070
	Iteration 64Q: 3 clusters Score -2126573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2126577.250000 Penalty: 4873.622070
	Iteration 65Q: 3 clusters Score -2126577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2126577.500000 Penalty: 4873.622070
	Iteration 66Q: 3 clusters Score -2126578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2126574.750000 Penalty: 4873.622070
	Iteration 67Q: 3 clusters Score -2126575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2126574.000000 Penalty: 4873.622070
	Iteration 68Q: 3 clusters Score -2126574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2126574.250000 Penalty: 4873.622070
	Iteration 69Q: 3 clusters Score -2126574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2126573.500000 Penalty: 4873.622070
	Iteration 70Q: 3 clusters Score -2126574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2126573.500000 Penalty: 4873.622070
	Iteration 71F: 3 clusters Score -2126574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Entering Unmasked Estep 
Score: -2512522.750000 Penalty: 2486.550293
	Iteration 0F: 2 clusters Score -2512523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2496802.250000 Penalty: 4973.100586
	Iteration 0F: 3 clusters Score -2496802 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2502536.250000 Penalty: 4973.100586
	Iteration 1F: 3 clusters Score -2502536 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2503375.750000 Penalty: 4973.100586
	Iteration 2F: 3 clusters Score -2503376 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2504390.500000 Penalty: 4973.100586
	Iteration 3F: 3 clusters Score -2504390 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2505492.250000 Penalty: 4973.100586
	Iteration 4F: 3 clusters Score -2505492 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2506696.750000 Penalty: 4973.100586
	Iteration 5F: 3 clusters Score -2506697 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2507797.250000 Penalty: 4973.100586
	Iteration 6F: 3 clusters Score -2507797 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2508663.250000 Penalty: 4973.100586
	Iteration 7F: 3 clusters Score -2508663 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2509203.500000 Penalty: 4973.100586
	Iteration 8Q: 3 clusters Score -2509204 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2509517.500000 Penalty: 4973.100586
	Iteration 9Q: 3 clusters Score -2509518 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2509736.250000 Penalty: 4973.100586
	Iteration 10Q: 3 clusters Score -2509736 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2509892.250000 Penalty: 4973.100586
	Iteration 11Q: 3 clusters Score -2509892 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2510016.500000 Penalty: 4973.100586
	Iteration 12Q: 3 clusters Score -2510016 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2510119.500000 Penalty: 4973.100586
	Iteration 13Q: 3 clusters Score -2510120 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2510222.250000 Penalty: 4973.100586
	Iteration 14Q: 3 clusters Score -2510222 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2510355.750000 Penalty: 4973.100586
	Iteration 15Q: 3 clusters Score -2510356 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2510479.250000 Penalty: 4973.100586
	Iteration 16Q: 3 clusters Score -2510479 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2510595.000000 Penalty: 4973.100586
	Iteration 17Q: 3 clusters Score -2510595 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2510710.250000 Penalty: 4973.100586
	Iteration 18Q: 3 clusters Score -2510710 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2510842.500000 Penalty: 4973.100586
	Iteration 19Q: 3 clusters Score -2510842 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2510943.500000 Penalty: 4973.100586
	Iteration 20F: 3 clusters Score -2510944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2511027.500000 Penalty: 4973.100586
	Iteration 21Q: 3 clusters Score -2511028 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2511123.500000 Penalty: 4973.100586
	Iteration 22Q: 3 clusters Score -2511124 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2511190.500000 Penalty: 4973.100586
	Iteration 23Q: 3 clusters Score -2511190 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2511262.750000 Penalty: 4973.100586
	Iteration 24Q: 3 clusters Score -2511263 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2511323.000000 Penalty: 4973.100586
	Iteration 25Q: 3 clusters Score -2511323 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2511363.500000 Penalty: 4973.100586
	Iteration 26Q: 3 clusters Score -2511364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2511401.500000 Penalty: 4973.100586
	Iteration 27Q: 3 clusters Score -2511402 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2511433.750000 Penalty: 4973.100586
	Iteration 28Q: 3 clusters Score -2511434 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2511465.750000 Penalty: 4973.100586
	Iteration 29Q: 3 clusters Score -2511466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2511484.750000 Penalty: 4973.100586
	Iteration 30Q: 3 clusters Score -2511485 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2511509.750000 Penalty: 4973.100586
	Iteration 31Q: 3 clusters Score -2511510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2511540.250000 Penalty: 4973.100586
	Iteration 32Q: 3 clusters Score -2511540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2511560.750000 Penalty: 4973.100586
	Iteration 33Q: 3 clusters Score -2511561 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2511580.500000 Penalty: 4973.100586
	Iteration 34Q: 3 clusters Score -2511580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2511597.250000 Penalty: 4973.100586
	Iteration 35Q: 3 clusters Score -2511597 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2511629.250000 Penalty: 4973.100586
	Iteration 36Q: 3 clusters Score -2511629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2511638.500000 Penalty: 4973.100586
	Iteration 37Q: 3 clusters Score -2511638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2511658.250000 Penalty: 4973.100586
	Iteration 38Q: 3 clusters Score -2511658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2511690.000000 Penalty: 4973.100586
	Iteration 39Q: 3 clusters Score -2511690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2511715.500000 Penalty: 4973.100586
	Iteration 40F: 3 clusters Score -2511716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2511726.250000 Penalty: 4973.100586
	Iteration 41Q: 3 clusters Score -2511726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2511744.250000 Penalty: 4973.100586
	Iteration 42Q: 3 clusters Score -2511744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2511762.500000 Penalty: 4973.100586
	Iteration 43Q: 3 clusters Score -2511762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2511771.000000 Penalty: 4973.100586
	Iteration 44Q: 3 clusters Score -2511771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2511778.000000 Penalty: 4973.100586
	Iteration 45Q: 3 clusters Score -2511778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2511804.750000 Penalty: 4973.100586
	Iteration 46Q: 3 clusters Score -2511805 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2511811.750000 Penalty: 4973.100586
	Iteration 47Q: 3 clusters Score -2511812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2511830.500000 Penalty: 4973.100586
	Iteration 48Q: 3 clusters Score -2511830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2511841.250000 Penalty: 4973.100586
	Iteration 49Q: 3 clusters Score -2511841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2511856.000000 Penalty: 4973.100586
	Iteration 50Q: 3 clusters Score -2511856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2511870.000000 Penalty: 4973.100586
	Iteration 51Q: 3 clusters Score -2511870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2511891.000000 Penalty: 4973.100586
	Iteration 52Q: 3 clusters Score -2511891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2511926.000000 Penalty: 4973.100586
	Iteration 53Q: 3 clusters Score -2511926 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2511959.250000 Penalty: 4973.100586
	Iteration 54Q: 3 clusters Score -2511959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2511997.000000 Penalty: 4973.100586
	Iteration 55Q: 3 clusters Score -2511997 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2512026.250000 Penalty: 4973.100586
	Iteration 56Q: 3 clusters Score -2512026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2512066.750000 Penalty: 4973.100586
	Iteration 57Q: 3 clusters Score -2512067 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2512097.000000 Penalty: 4973.100586
	Iteration 58Q: 3 clusters Score -2512097 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2512139.250000 Penalty: 4973.100586
	Iteration 59Q: 3 clusters Score -2512139 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2512156.250000 Penalty: 4973.100586
	Iteration 60F: 3 clusters Score -2512156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2512189.000000 Penalty: 4973.100586
	Iteration 61Q: 3 clusters Score -2512189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2512214.250000 Penalty: 4973.100586
	Iteration 62Q: 3 clusters Score -2512214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2512227.000000 Penalty: 4973.100586
	Iteration 63Q: 3 clusters Score -2512227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2512244.750000 Penalty: 4973.100586
	Iteration 64Q: 3 clusters Score -2512245 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2512264.250000 Penalty: 4973.100586
	Iteration 65Q: 3 clusters Score -2512264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2512269.000000 Penalty: 4973.100586
	Iteration 66Q: 3 clusters Score -2512269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2512277.500000 Penalty: 4973.100586
	Iteration 67Q: 3 clusters Score -2512278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2512285.750000 Penalty: 4973.100586
	Iteration 68Q: 3 clusters Score -2512286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2512290.250000 Penalty: 4973.100586
	Iteration 69Q: 3 clusters Score -2512290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2512283.750000 Penalty: 4973.100586
	Iteration 70Q: 3 clusters Score -2512284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2512282.000000 Penalty: 4973.100586
	Iteration 71Q: 3 clusters Score -2512282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2512289.750000 Penalty: 4973.100586
	Iteration 72Q: 3 clusters Score -2512290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2512296.000000 Penalty: 4973.100586
	Iteration 73Q: 3 clusters Score -2512296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2512307.500000 Penalty: 4973.100586
	Iteration 74Q: 3 clusters Score -2512308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2512318.750000 Penalty: 4973.100586
	Iteration 75Q: 3 clusters Score -2512319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2512317.500000 Penalty: 4973.100586
	Iteration 76Q: 3 clusters Score -2512318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2512324.250000 Penalty: 4973.100586
	Iteration 77Q: 3 clusters Score -2512324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2512329.500000 Penalty: 4973.100586
	Iteration 78Q: 3 clusters Score -2512330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2512332.250000 Penalty: 4973.100586
	Iteration 79Q: 3 clusters Score -2512332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2512337.750000 Penalty: 4973.100586
	Iteration 80F: 3 clusters Score -2512338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2512338.750000 Penalty: 4973.100586
	Iteration 81Q: 3 clusters Score -2512339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2512336.000000 Penalty: 4973.100586
	Iteration 82Q: 3 clusters Score -2512336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2512340.250000 Penalty: 4973.100586
	Iteration 83Q: 3 clusters Score -2512340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2512340.000000 Penalty: 4973.100586
	Iteration 84Q: 3 clusters Score -2512340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2512342.250000 Penalty: 4973.100586
	Iteration 85Q: 3 clusters Score -2512342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2512350.000000 Penalty: 4973.100586
	Iteration 86Q: 3 clusters Score -2512350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2512349.750000 Penalty: 4973.100586
	Iteration 87Q: 3 clusters Score -2512350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2512359.000000 Penalty: 4973.100586
	Iteration 88Q: 3 clusters Score -2512359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2512360.750000 Penalty: 4973.100586
	Iteration 89Q: 3 clusters Score -2512361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2512364.000000 Penalty: 4973.100586
	Iteration 90Q: 3 clusters Score -2512364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2512370.250000 Penalty: 4973.100586
	Iteration 91Q: 3 clusters Score -2512370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2512368.250000 Penalty: 4973.100586
	Iteration 92Q: 3 clusters Score -2512368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2512373.500000 Penalty: 4973.100586
	Iteration 93Q: 3 clusters Score -2512374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2512377.000000 Penalty: 4973.100586
	Iteration 94Q: 3 clusters Score -2512377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2512377.500000 Penalty: 4973.100586
	Iteration 95Q: 3 clusters Score -2512378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2512376.000000 Penalty: 4973.100586
	Iteration 96Q: 3 clusters Score -2512376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2512385.250000 Penalty: 4973.100586
	Iteration 97Q: 3 clusters Score -2512385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2512387.750000 Penalty: 4973.100586
	Iteration 98Q: 3 clusters Score -2512388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2512388.000000 Penalty: 4973.100586
	Iteration 99Q: 3 clusters Score -2512388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2512390.500000 Penalty: 4973.100586
	Iteration 100F: 3 clusters Score -2512390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2512388.500000 Penalty: 4973.100586
	Iteration 101Q: 3 clusters Score -2512388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2512391.000000 Penalty: 4973.100586
	Iteration 102Q: 3 clusters Score -2512391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2512392.500000 Penalty: 4973.100586
	Iteration 103Q: 3 clusters Score -2512392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2512394.000000 Penalty: 4973.100586
	Iteration 104Q: 3 clusters Score -2512394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2512389.500000 Penalty: 4973.100586
	Iteration 105Q: 3 clusters Score -2512390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2512383.750000 Penalty: 4973.100586
	Iteration 106Q: 3 clusters Score -2512384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2512388.000000 Penalty: 4973.100586
	Iteration 107Q: 3 clusters Score -2512388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2512387.750000 Penalty: 4973.100586
	Iteration 108Q: 3 clusters Score -2512388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2512387.250000 Penalty: 4973.100586
	Iteration 109Q: 3 clusters Score -2512387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2512387.250000 Penalty: 4973.100586
	Iteration 110F: 3 clusters Score -2512387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Entering Unmasked Estep 
Score: -19593584.000000 Penalty: 2977.114746
	Iteration 0F: 2 clusters Score -1.959358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -19485534.000000 Penalty: 5954.229492
	Iteration 0F: 3 clusters Score -1.948553e+07 nChanged 78210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -19530794.000000 Penalty: 5954.229492
	Iteration 1F: 3 clusters Score -1.953079e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -19531522.000000 Penalty: 5954.229492
	Iteration 2Q: 3 clusters Score -1.953152e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -19532294.000000 Penalty: 5954.229492
	Iteration 3Q: 3 clusters Score -1.953229e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -19533370.000000 Penalty: 5954.229492
	Iteration 4Q: 3 clusters Score -1.953337e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -19534696.000000 Penalty: 5954.229492
	Iteration 5Q: 3 clusters Score -1.95347e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -19536632.000000 Penalty: 5954.229492
	Iteration 6Q: 3 clusters Score -1.953663e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -19539336.000000 Penalty: 5954.229492
	Iteration 7Q: 3 clusters Score -1.953934e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -19543054.000000 Penalty: 5954.229492
	Iteration 8Q: 3 clusters Score -1.954305e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -19547952.000000 Penalty: 5954.229492
	Iteration 9F: 3 clusters Score -1.954795e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -19553774.000000 Penalty: 5954.229492
	Iteration 10F: 3 clusters Score -1.955377e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -19560596.000000 Penalty: 5954.229492
	Iteration 11F: 3 clusters Score -1.95606e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -19566824.000000 Penalty: 5954.229492
	Iteration 12F: 3 clusters Score -1.956682e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -19571684.000000 Penalty: 5954.229492
	Iteration 13F: 3 clusters Score -1.957168e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -19574610.000000 Penalty: 5954.229492
	Iteration 14Q: 3 clusters Score -1.957461e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -19576110.000000 Penalty: 5954.229492
	Iteration 15Q: 3 clusters Score -1.957611e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -19577234.000000 Penalty: 5954.229492
	Iteration 16Q: 3 clusters Score -1.957723e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -19577994.000000 Penalty: 5954.229492
	Iteration 17Q: 3 clusters Score -1.957799e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -19578864.000000 Penalty: 5954.229492
	Iteration 18Q: 3 clusters Score -1.957886e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -19579488.000000 Penalty: 5954.229492
	Iteration 19Q: 3 clusters Score -1.957949e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89628 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -19580030.000000 Penalty: 5954.229492
	Iteration 20F: 3 clusters Score -1.958003e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -19580610.000000 Penalty: 5954.229492
	Iteration 21Q: 3 clusters Score -1.958061e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -19581054.000000 Penalty: 5954.229492
	Iteration 22Q: 3 clusters Score -1.958105e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -19581388.000000 Penalty: 5954.229492
	Iteration 23Q: 3 clusters Score -1.958139e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -19581746.000000 Penalty: 5954.229492
	Iteration 24Q: 3 clusters Score -1.958175e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -19582040.000000 Penalty: 5954.229492
	Iteration 25Q: 3 clusters Score -1.958204e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -19582324.000000 Penalty: 5954.229492
	Iteration 26Q: 3 clusters Score -1.958232e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -19582404.000000 Penalty: 5954.229492
	Iteration 27Q: 3 clusters Score -1.95824e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88609 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -19582410.000000 Penalty: 5954.229492
	Iteration 28Q: 3 clusters Score -1.958241e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -19582450.000000 Penalty: 5954.229492
	Iteration 29Q: 3 clusters Score -1.958245e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -19582514.000000 Penalty: 5954.229492
	Iteration 30Q: 3 clusters Score -1.958251e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -19582604.000000 Penalty: 5954.229492
	Iteration 31Q: 3 clusters Score -1.95826e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -19582624.000000 Penalty: 5954.229492
	Iteration 32Q: 3 clusters Score -1.958262e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -19582714.000000 Penalty: 5954.229492
	Iteration 33Q: 3 clusters Score -1.958271e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -19582734.000000 Penalty: 5954.229492
	Iteration 34Q: 3 clusters Score -1.958273e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -19582742.000000 Penalty: 5954.229492
	Iteration 35Q: 3 clusters Score -1.958274e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -19582774.000000 Penalty: 5954.229492
	Iteration 36Q: 3 clusters Score -1.958277e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -19582788.000000 Penalty: 5954.229492
	Iteration 37Q: 3 clusters Score -1.958279e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -19582780.000000 Penalty: 5954.229492
	Iteration 38Q: 3 clusters Score -1.958278e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -19582786.000000 Penalty: 5954.229492
	Iteration 39Q: 3 clusters Score -1.958279e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -19582784.000000 Penalty: 5954.229492
	Iteration 40F: 3 clusters Score -1.958278e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88682 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -19582794.000000 Penalty: 5954.229492
	Iteration 41Q: 3 clusters Score -1.958279e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -19582848.000000 Penalty: 5954.229492
	Iteration 42Q: 3 clusters Score -1.958285e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -19582850.000000 Penalty: 5954.229492
	Iteration 43Q: 3 clusters Score -1.958285e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -19582836.000000 Penalty: 5954.229492
	Iteration 44Q: 3 clusters Score -1.958284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 74734 members 
Entering Unmasked Estep 
Score: -19582828.000000 Penalty: 5954.229492
	Iteration 45Q: 3 clusters Score -1.958283e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -19582818.000000 Penalty: 5954.229492
	Iteration 46Q: 3 clusters Score -1.958282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -19582812.000000 Penalty: 5954.229492
	Iteration 47Q: 3 clusters Score -1.958281e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -19582798.000000 Penalty: 5954.229492
	Iteration 48Q: 3 clusters Score -1.95828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -19582788.000000 Penalty: 5954.229492
	Iteration 49Q: 3 clusters Score -1.958279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -19582812.000000 Penalty: 5954.229492
	Iteration 50Q: 3 clusters Score -1.958281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -19582808.000000 Penalty: 5954.229492
	Iteration 51Q: 3 clusters Score -1.958281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -19582798.000000 Penalty: 5954.229492
	Iteration 52Q: 3 clusters Score -1.95828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -19582808.000000 Penalty: 5954.229492
	Iteration 53Q: 3 clusters Score -1.958281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -19582822.000000 Penalty: 5954.229492
	Iteration 54Q: 3 clusters Score -1.958282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -19582828.000000 Penalty: 5954.229492
	Iteration 55Q: 3 clusters Score -1.958283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -19582818.000000 Penalty: 5954.229492
	Iteration 56Q: 3 clusters Score -1.958282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -19582816.000000 Penalty: 5954.229492
	Iteration 57Q: 3 clusters Score -1.958282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -19582816.000000 Penalty: 5954.229492
	Iteration 58Q: 3 clusters Score -1.958282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -19582814.000000 Penalty: 5954.229492
	Iteration 59Q: 3 clusters Score -1.958281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -19582802.000000 Penalty: 5954.229492
	Iteration 60F: 3 clusters Score -1.95828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -19582814.000000 Penalty: 5954.229492
	Iteration 61Q: 3 clusters Score -1.958281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -19582820.000000 Penalty: 5954.229492
	Iteration 62Q: 3 clusters Score -1.958282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -19582830.000000 Penalty: 5954.229492
	Iteration 63Q: 3 clusters Score -1.958283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -19582814.000000 Penalty: 5954.229492
	Iteration 64Q: 3 clusters Score -1.958281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -19582820.000000 Penalty: 5954.229492
	Iteration 65Q: 3 clusters Score -1.958282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -19582832.000000 Penalty: 5954.229492
	Iteration 66Q: 3 clusters Score -1.958283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -19582804.000000 Penalty: 5954.229492
	Iteration 67Q: 3 clusters Score -1.95828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -19582818.000000 Penalty: 5954.229492
	Iteration 68Q: 3 clusters Score -1.958282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -19582808.000000 Penalty: 5954.229492
	Iteration 69Q: 3 clusters Score -1.958281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -19582818.000000 Penalty: 5954.229492
	Iteration 70Q: 3 clusters Score -1.958282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -19582812.000000 Penalty: 5954.229492
	Iteration 71Q: 3 clusters Score -1.958281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -19582822.000000 Penalty: 5954.229492
	Iteration 72Q: 3 clusters Score -1.958282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -19582822.000000 Penalty: 5954.229492
	Iteration 73F: 3 clusters Score -1.958282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Entering Unmasked Estep 
Score: -9650744.000000 Penalty: 2804.448486
	Iteration 0F: 2 clusters Score -9650744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -9596122.000000 Penalty: 5608.896973
	Iteration 0F: 3 clusters Score -9596122 nChanged 38433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -9617956.000000 Penalty: 5608.896973
	Iteration 1F: 3 clusters Score -9617956 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -9619020.000000 Penalty: 5608.896973
	Iteration 2Q: 3 clusters Score -9619020 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -9620048.000000 Penalty: 5608.896973
	Iteration 3Q: 3 clusters Score -9620048 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -9621317.000000 Penalty: 5608.896973
	Iteration 4Q: 3 clusters Score -9621317 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -9622908.000000 Penalty: 5608.896973
	Iteration 5Q: 3 clusters Score -9622908 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -9624860.000000 Penalty: 5608.896973
	Iteration 6F: 3 clusters Score -9624860 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -9627288.000000 Penalty: 5608.896973
	Iteration 7F: 3 clusters Score -9627288 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -9630027.000000 Penalty: 5608.896973
	Iteration 8F: 3 clusters Score -9630027 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -9633104.000000 Penalty: 5608.896973
	Iteration 9F: 3 clusters Score -9633104 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -9636047.000000 Penalty: 5608.896973
	Iteration 10F: 3 clusters Score -9636047 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -9638956.000000 Penalty: 5608.896973
	Iteration 11F: 3 clusters Score -9638956 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -9641693.000000 Penalty: 5608.896973
	Iteration 12Q: 3 clusters Score -9641693 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -9643871.000000 Penalty: 5608.896973
	Iteration 13Q: 3 clusters Score -9643871 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -9645483.000000 Penalty: 5608.896973
	Iteration 14Q: 3 clusters Score -9645483 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -9646645.000000 Penalty: 5608.896973
	Iteration 15Q: 3 clusters Score -9646645 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9647432.000000 Penalty: 5608.896973
	Iteration 16Q: 3 clusters Score -9647432 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9647864.000000 Penalty: 5608.896973
	Iteration 17Q: 3 clusters Score -9647864 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9648135.000000 Penalty: 5608.896973
	Iteration 18Q: 3 clusters Score -9648135 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9648327.000000 Penalty: 5608.896973
	Iteration 19Q: 3 clusters Score -9648327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9648459.000000 Penalty: 5608.896973
	Iteration 20F: 3 clusters Score -9648459 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9648523.000000 Penalty: 5608.896973
	Iteration 21Q: 3 clusters Score -9648523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9648566.000000 Penalty: 5608.896973
	Iteration 22Q: 3 clusters Score -9648566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9648614.000000 Penalty: 5608.896973
	Iteration 23Q: 3 clusters Score -9648614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9648632.000000 Penalty: 5608.896973
	Iteration 24Q: 3 clusters Score -9648632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9648648.000000 Penalty: 5608.896973
	Iteration 25Q: 3 clusters Score -9648648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9648676.000000 Penalty: 5608.896973
	Iteration 26Q: 3 clusters Score -9648676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9648673.000000 Penalty: 5608.896973
	Iteration 27Q: 3 clusters Score -9648673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9648671.000000 Penalty: 5608.896973
	Iteration 28Q: 3 clusters Score -9648671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9648680.000000 Penalty: 5608.896973
	Iteration 29Q: 3 clusters Score -9648680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9648685.000000 Penalty: 5608.896973
	Iteration 30Q: 3 clusters Score -9648685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9648691.000000 Penalty: 5608.896973
	Iteration 31Q: 3 clusters Score -9648691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9648683.000000 Penalty: 5608.896973
	Iteration 32Q: 3 clusters Score -9648683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9648686.000000 Penalty: 5608.896973
	Iteration 33Q: 3 clusters Score -9648686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9648694.000000 Penalty: 5608.896973
	Iteration 34Q: 3 clusters Score -9648694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9648689.000000 Penalty: 5608.896973
	Iteration 35Q: 3 clusters Score -9648689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9648693.000000 Penalty: 5608.896973
	Iteration 36Q: 3 clusters Score -9648693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9648697.000000 Penalty: 5608.896973
	Iteration 37Q: 3 clusters Score -9648697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9648691.000000 Penalty: 5608.896973
	Iteration 38Q: 3 clusters Score -9648691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9648693.000000 Penalty: 5608.896973
	Iteration 39Q: 3 clusters Score -9648693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9648695.000000 Penalty: 5608.896973
	Iteration 40F: 3 clusters Score -9648695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9648690.000000 Penalty: 5608.896973
	Iteration 41Q: 3 clusters Score -9648690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9648695.000000 Penalty: 5608.896973
	Iteration 42Q: 3 clusters Score -9648695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9648690.000000 Penalty: 5608.896973
	Iteration 43Q: 3 clusters Score -9648690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9648690.000000 Penalty: 5608.896973
	Iteration 44F: 3 clusters Score -9648690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -875098.062500 Penalty: 2207.471436
	Iteration 0F: 2 clusters Score -875098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -869148.875000 Penalty: 4414.942871
	Iteration 0F: 3 clusters Score -869148.9 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -870762.437500 Penalty: 4414.942871
	Iteration 1F: 3 clusters Score -870762.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -870996.812500 Penalty: 4414.942871
	Iteration 2F: 3 clusters Score -870996.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -871165.062500 Penalty: 4414.942871
	Iteration 3F: 3 clusters Score -871165.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -871289.812500 Penalty: 4414.942871
	Iteration 4Q: 3 clusters Score -871289.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -871409.312500 Penalty: 4414.942871
	Iteration 5Q: 3 clusters Score -871409.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -871523.000000 Penalty: 4414.942871
	Iteration 6Q: 3 clusters Score -871523 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -871629.937500 Penalty: 4414.942871
	Iteration 7Q: 3 clusters Score -871629.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -871748.000000 Penalty: 4414.942871
	Iteration 8Q: 3 clusters Score -871748 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -871891.562500 Penalty: 4414.942871
	Iteration 9Q: 3 clusters Score -871891.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -872065.812500 Penalty: 4414.942871
	Iteration 10Q: 3 clusters Score -872065.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -872295.562500 Penalty: 4414.942871
	Iteration 11Q: 3 clusters Score -872295.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -872543.875000 Penalty: 4414.942871
	Iteration 12Q: 3 clusters Score -872543.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -872764.625000 Penalty: 4414.942871
	Iteration 13Q: 3 clusters Score -872764.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -872974.562500 Penalty: 4414.942871
	Iteration 14Q: 3 clusters Score -872974.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -873129.937500 Penalty: 4414.942871
	Iteration 15Q: 3 clusters Score -873129.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -873246.125000 Penalty: 4414.942871
	Iteration 16Q: 3 clusters Score -873246.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -873332.062500 Penalty: 4414.942871
	Iteration 17Q: 3 clusters Score -873332.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -873377.062500 Penalty: 4414.942871
	Iteration 18Q: 3 clusters Score -873377.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -873410.062500 Penalty: 4414.942871
	Iteration 19Q: 3 clusters Score -873410.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -873430.125000 Penalty: 4414.942871
	Iteration 20F: 3 clusters Score -873430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -873436.625000 Penalty: 4414.942871
	Iteration 21Q: 3 clusters Score -873436.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -873441.625000 Penalty: 4414.942871
	Iteration 22Q: 3 clusters Score -873441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -873444.187500 Penalty: 4414.942871
	Iteration 23Q: 3 clusters Score -873444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -873445.187500 Penalty: 4414.942871
	Iteration 24Q: 3 clusters Score -873445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -873448.562500 Penalty: 4414.942871
	Iteration 25Q: 3 clusters Score -873448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -873449.625000 Penalty: 4414.942871
	Iteration 26Q: 3 clusters Score -873449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -873449.375000 Penalty: 4414.942871
	Iteration 27Q: 3 clusters Score -873449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -873449.375000 Penalty: 4414.942871
	Iteration 28Q: 3 clusters Score -873449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -873450.187500 Penalty: 4414.942871
	Iteration 29Q: 3 clusters Score -873450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -873452.125000 Penalty: 4414.942871
	Iteration 30Q: 3 clusters Score -873452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -873455.250000 Penalty: 4414.942871
	Iteration 31Q: 3 clusters Score -873455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -873455.812500 Penalty: 4414.942871
	Iteration 32Q: 3 clusters Score -873455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -873461.500000 Penalty: 4414.942871
	Iteration 33Q: 3 clusters Score -873461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -873464.125000 Penalty: 4414.942871
	Iteration 34Q: 3 clusters Score -873464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -873466.250000 Penalty: 4414.942871
	Iteration 35Q: 3 clusters Score -873466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -873469.812500 Penalty: 4414.942871
	Iteration 36Q: 3 clusters Score -873469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -873472.875000 Penalty: 4414.942871
	Iteration 37Q: 3 clusters Score -873472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -873473.125000 Penalty: 4414.942871
	Iteration 38Q: 3 clusters Score -873473.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -873473.125000 Penalty: 4414.942871
	Iteration 39F: 3 clusters Score -873473.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Entering Unmasked Estep 
Score: -1414191.500000 Penalty: 2341.814453
	Iteration 0F: 2 clusters Score -1414192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1404974.750000 Penalty: 4683.628906
	Iteration 0F: 3 clusters Score -1404975 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1407977.000000 Penalty: 4683.628906
	Iteration 1F: 3 clusters Score -1407977 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1408453.625000 Penalty: 4683.628906
	Iteration 2F: 3 clusters Score -1408454 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1408881.125000 Penalty: 4683.628906
	Iteration 3F: 3 clusters Score -1408881 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1409307.250000 Penalty: 4683.628906
	Iteration 4F: 3 clusters Score -1409307 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1409733.125000 Penalty: 4683.628906
	Iteration 5F: 3 clusters Score -1409733 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1410072.000000 Penalty: 4683.628906
	Iteration 6Q: 3 clusters Score -1410072 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1410387.875000 Penalty: 4683.628906
	Iteration 7Q: 3 clusters Score -1410388 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1410677.500000 Penalty: 4683.628906
	Iteration 8Q: 3 clusters Score -1410678 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1410913.750000 Penalty: 4683.628906
	Iteration 9Q: 3 clusters Score -1410914 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1411081.375000 Penalty: 4683.628906
	Iteration 10Q: 3 clusters Score -1411081 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1411214.000000 Penalty: 4683.628906
	Iteration 11Q: 3 clusters Score -1411214 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1411332.125000 Penalty: 4683.628906
	Iteration 12Q: 3 clusters Score -1411332 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1411443.750000 Penalty: 4683.628906
	Iteration 13Q: 3 clusters Score -1411444 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1411544.000000 Penalty: 4683.628906
	Iteration 14Q: 3 clusters Score -1411544 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1411643.875000 Penalty: 4683.628906
	Iteration 15Q: 3 clusters Score -1411644 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1411716.750000 Penalty: 4683.628906
	Iteration 16Q: 3 clusters Score -1411717 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1411775.125000 Penalty: 4683.628906
	Iteration 17Q: 3 clusters Score -1411775 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1411835.000000 Penalty: 4683.628906
	Iteration 18Q: 3 clusters Score -1411835 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1411881.375000 Penalty: 4683.628906
	Iteration 19Q: 3 clusters Score -1411881 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1411923.625000 Penalty: 4683.628906
	Iteration 20F: 3 clusters Score -1411924 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1411959.625000 Penalty: 4683.628906
	Iteration 21Q: 3 clusters Score -1411960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1411988.375000 Penalty: 4683.628906
	Iteration 22Q: 3 clusters Score -1411988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1412019.250000 Penalty: 4683.628906
	Iteration 23Q: 3 clusters Score -1412019 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1412052.125000 Penalty: 4683.628906
	Iteration 24Q: 3 clusters Score -1412052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1412072.750000 Penalty: 4683.628906
	Iteration 25Q: 3 clusters Score -1412073 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1412097.000000 Penalty: 4683.628906
	Iteration 26Q: 3 clusters Score -1412097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1412122.000000 Penalty: 4683.628906
	Iteration 27Q: 3 clusters Score -1412122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1412140.500000 Penalty: 4683.628906
	Iteration 28Q: 3 clusters Score -1412140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1412155.375000 Penalty: 4683.628906
	Iteration 29Q: 3 clusters Score -1412155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1412176.125000 Penalty: 4683.628906
	Iteration 30Q: 3 clusters Score -1412176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1412185.000000 Penalty: 4683.628906
	Iteration 31Q: 3 clusters Score -1412185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1412200.375000 Penalty: 4683.628906
	Iteration 32Q: 3 clusters Score -1412200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1412208.125000 Penalty: 4683.628906
	Iteration 33Q: 3 clusters Score -1412208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1412212.875000 Penalty: 4683.628906
	Iteration 34Q: 3 clusters Score -1412213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1412224.125000 Penalty: 4683.628906
	Iteration 35Q: 3 clusters Score -1412224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1412224.250000 Penalty: 4683.628906
	Iteration 36Q: 3 clusters Score -1412224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1412231.625000 Penalty: 4683.628906
	Iteration 37Q: 3 clusters Score -1412232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1412234.000000 Penalty: 4683.628906
	Iteration 38Q: 3 clusters Score -1412234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1412240.500000 Penalty: 4683.628906
	Iteration 39Q: 3 clusters Score -1412240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1412243.375000 Penalty: 4683.628906
	Iteration 40F: 3 clusters Score -1412243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1412246.625000 Penalty: 4683.628906
	Iteration 41Q: 3 clusters Score -1412247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1412248.000000 Penalty: 4683.628906
	Iteration 42Q: 3 clusters Score -1412248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1412248.875000 Penalty: 4683.628906
	Iteration 43Q: 3 clusters Score -1412249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1412251.875000 Penalty: 4683.628906
	Iteration 44Q: 3 clusters Score -1412252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1412253.375000 Penalty: 4683.628906
	Iteration 45Q: 3 clusters Score -1412253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1412252.375000 Penalty: 4683.628906
	Iteration 46Q: 3 clusters Score -1412252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1412257.750000 Penalty: 4683.628906
	Iteration 47Q: 3 clusters Score -1412258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1412256.125000 Penalty: 4683.628906
	Iteration 48Q: 3 clusters Score -1412256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1412255.875000 Penalty: 4683.628906
	Iteration 49Q: 3 clusters Score -1412256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1412260.000000 Penalty: 4683.628906
	Iteration 50Q: 3 clusters Score -1412260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1412263.375000 Penalty: 4683.628906
	Iteration 51Q: 3 clusters Score -1412263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1412262.000000 Penalty: 4683.628906
	Iteration 52Q: 3 clusters Score -1412262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1412267.500000 Penalty: 4683.628906
	Iteration 53Q: 3 clusters Score -1412268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1412268.125000 Penalty: 4683.628906
	Iteration 54Q: 3 clusters Score -1412268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1412271.375000 Penalty: 4683.628906
	Iteration 55Q: 3 clusters Score -1412271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1412269.375000 Penalty: 4683.628906
	Iteration 56Q: 3 clusters Score -1412269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1412272.375000 Penalty: 4683.628906
	Iteration 57Q: 3 clusters Score -1412272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1412279.375000 Penalty: 4683.628906
	Iteration 58Q: 3 clusters Score -1412279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1412283.250000 Penalty: 4683.628906
	Iteration 59Q: 3 clusters Score -1412283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1412288.125000 Penalty: 4683.628906
	Iteration 60F: 3 clusters Score -1412288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1412291.500000 Penalty: 4683.628906
	Iteration 61Q: 3 clusters Score -1412292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1412294.625000 Penalty: 4683.628906
	Iteration 62Q: 3 clusters Score -1412295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1412296.625000 Penalty: 4683.628906
	Iteration 63Q: 3 clusters Score -1412297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1412297.375000 Penalty: 4683.628906
	Iteration 64Q: 3 clusters Score -1412297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1412306.000000 Penalty: 4683.628906
	Iteration 65Q: 3 clusters Score -1412306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1412305.500000 Penalty: 4683.628906
	Iteration 66Q: 3 clusters Score -1412306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1412311.750000 Penalty: 4683.628906
	Iteration 67Q: 3 clusters Score -1412312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1412313.375000 Penalty: 4683.628906
	Iteration 68Q: 3 clusters Score -1412313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1412316.625000 Penalty: 4683.628906
	Iteration 69Q: 3 clusters Score -1412317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1412322.750000 Penalty: 4683.628906
	Iteration 70Q: 3 clusters Score -1412323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1412320.375000 Penalty: 4683.628906
	Iteration 71Q: 3 clusters Score -1412320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1412321.000000 Penalty: 4683.628906
	Iteration 72Q: 3 clusters Score -1412321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1412321.000000 Penalty: 4683.628906
	Iteration 73Q: 3 clusters Score -1412321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1412326.250000 Penalty: 4683.628906
	Iteration 74Q: 3 clusters Score -1412326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1412324.125000 Penalty: 4683.628906
	Iteration 75Q: 3 clusters Score -1412324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1412326.875000 Penalty: 4683.628906
	Iteration 76Q: 3 clusters Score -1412327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1412327.000000 Penalty: 4683.628906
	Iteration 77Q: 3 clusters Score -1412327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1412327.625000 Penalty: 4683.628906
	Iteration 78Q: 3 clusters Score -1412328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1412329.250000 Penalty: 4683.628906
	Iteration 79Q: 3 clusters Score -1412329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1412327.750000 Penalty: 4683.628906
	Iteration 80F: 3 clusters Score -1412328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1412331.750000 Penalty: 4683.628906
	Iteration 81Q: 3 clusters Score -1412332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1412330.250000 Penalty: 4683.628906
	Iteration 82Q: 3 clusters Score -1412330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1412335.250000 Penalty: 4683.628906
	Iteration 83Q: 3 clusters Score -1412335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1412333.875000 Penalty: 4683.628906
	Iteration 84Q: 3 clusters Score -1412334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1412333.750000 Penalty: 4683.628906
	Iteration 85Q: 3 clusters Score -1412334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1412337.750000 Penalty: 4683.628906
	Iteration 86Q: 3 clusters Score -1412338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1412342.375000 Penalty: 4683.628906
	Iteration 87Q: 3 clusters Score -1412342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1412343.250000 Penalty: 4683.628906
	Iteration 88Q: 3 clusters Score -1412343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1412346.250000 Penalty: 4683.628906
	Iteration 89Q: 3 clusters Score -1412346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1412345.875000 Penalty: 4683.628906
	Iteration 90Q: 3 clusters Score -1412346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1412348.875000 Penalty: 4683.628906
	Iteration 91Q: 3 clusters Score -1412349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1412348.625000 Penalty: 4683.628906
	Iteration 92Q: 3 clusters Score -1412349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1412346.750000 Penalty: 4683.628906
	Iteration 93Q: 3 clusters Score -1412347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1412346.750000 Penalty: 4683.628906
	Iteration 94F: 3 clusters Score -1412347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Entering Unmasked Estep 
Score: -3464052.250000 Penalty: 2557.906494
	Iteration 0F: 2 clusters Score -3464052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3443457.250000 Penalty: 5115.812988
	Iteration 0F: 3 clusters Score -3443457 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3450966.750000 Penalty: 5115.812988
	Iteration 1F: 3 clusters Score -3450967 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3451693.250000 Penalty: 5115.812988
	Iteration 2F: 3 clusters Score -3451693 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3452619.750000 Penalty: 5115.812988
	Iteration 3F: 3 clusters Score -3452620 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3453913.000000 Penalty: 5115.812988
	Iteration 4F: 3 clusters Score -3453913 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3455603.250000 Penalty: 5115.812988
	Iteration 5F: 3 clusters Score -3455603 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3457515.500000 Penalty: 5115.812988
	Iteration 6F: 3 clusters Score -3457516 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3459247.250000 Penalty: 5115.812988
	Iteration 7F: 3 clusters Score -3459247 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3460510.000000 Penalty: 5115.812988
	Iteration 8Q: 3 clusters Score -3460510 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3461266.500000 Penalty: 5115.812988
	Iteration 9Q: 3 clusters Score -3461266 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3461712.750000 Penalty: 5115.812988
	Iteration 10Q: 3 clusters Score -3461713 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3461953.000000 Penalty: 5115.812988
	Iteration 11Q: 3 clusters Score -3461953 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3462068.500000 Penalty: 5115.812988
	Iteration 12Q: 3 clusters Score -3462068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3462148.250000 Penalty: 5115.812988
	Iteration 13Q: 3 clusters Score -3462148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3462184.250000 Penalty: 5115.812988
	Iteration 14Q: 3 clusters Score -3462184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3462211.000000 Penalty: 5115.812988
	Iteration 15Q: 3 clusters Score -3462211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3462224.500000 Penalty: 5115.812988
	Iteration 16Q: 3 clusters Score -3462224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3462255.000000 Penalty: 5115.812988
	Iteration 17Q: 3 clusters Score -3462255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3462275.000000 Penalty: 5115.812988
	Iteration 18Q: 3 clusters Score -3462275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3462294.000000 Penalty: 5115.812988
	Iteration 19Q: 3 clusters Score -3462294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3462330.500000 Penalty: 5115.812988
	Iteration 20F: 3 clusters Score -3462330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3462351.000000 Penalty: 5115.812988
	Iteration 21Q: 3 clusters Score -3462351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3462353.000000 Penalty: 5115.812988
	Iteration 22Q: 3 clusters Score -3462353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3462367.500000 Penalty: 5115.812988
	Iteration 23Q: 3 clusters Score -3462368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3462379.500000 Penalty: 5115.812988
	Iteration 24Q: 3 clusters Score -3462380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3462386.750000 Penalty: 5115.812988
	Iteration 25Q: 3 clusters Score -3462387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3462399.750000 Penalty: 5115.812988
	Iteration 26Q: 3 clusters Score -3462400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3462412.250000 Penalty: 5115.812988
	Iteration 27Q: 3 clusters Score -3462412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3462434.000000 Penalty: 5115.812988
	Iteration 28Q: 3 clusters Score -3462434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3462446.000000 Penalty: 5115.812988
	Iteration 29Q: 3 clusters Score -3462446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3462450.500000 Penalty: 5115.812988
	Iteration 30Q: 3 clusters Score -3462450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3462452.750000 Penalty: 5115.812988
	Iteration 31Q: 3 clusters Score -3462453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3462460.000000 Penalty: 5115.812988
	Iteration 32Q: 3 clusters Score -3462460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3462462.250000 Penalty: 5115.812988
	Iteration 33Q: 3 clusters Score -3462462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3462463.250000 Penalty: 5115.812988
	Iteration 34Q: 3 clusters Score -3462463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3462470.000000 Penalty: 5115.812988
	Iteration 35Q: 3 clusters Score -3462470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3462470.750000 Penalty: 5115.812988
	Iteration 36Q: 3 clusters Score -3462471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3462474.500000 Penalty: 5115.812988
	Iteration 37Q: 3 clusters Score -3462474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3462475.500000 Penalty: 5115.812988
	Iteration 38Q: 3 clusters Score -3462476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3462476.750000 Penalty: 5115.812988
	Iteration 39Q: 3 clusters Score -3462477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3462482.750000 Penalty: 5115.812988
	Iteration 40F: 3 clusters Score -3462483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3462479.000000 Penalty: 5115.812988
	Iteration 41Q: 3 clusters Score -3462479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3462485.500000 Penalty: 5115.812988
	Iteration 42Q: 3 clusters Score -3462486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3462493.250000 Penalty: 5115.812988
	Iteration 43Q: 3 clusters Score -3462493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3462493.500000 Penalty: 5115.812988
	Iteration 44Q: 3 clusters Score -3462494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3462492.000000 Penalty: 5115.812988
	Iteration 45Q: 3 clusters Score -3462492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3462492.500000 Penalty: 5115.812988
	Iteration 46Q: 3 clusters Score -3462492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3462494.500000 Penalty: 5115.812988
	Iteration 47Q: 3 clusters Score -3462494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3462493.000000 Penalty: 5115.812988
	Iteration 48Q: 3 clusters Score -3462493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3462497.250000 Penalty: 5115.812988
	Iteration 49Q: 3 clusters Score -3462497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3462495.250000 Penalty: 5115.812988
	Iteration 50Q: 3 clusters Score -3462495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3462495.500000 Penalty: 5115.812988
	Iteration 51Q: 3 clusters Score -3462496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3462498.250000 Penalty: 5115.812988
	Iteration 52Q: 3 clusters Score -3462498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3462500.000000 Penalty: 5115.812988
	Iteration 53Q: 3 clusters Score -3462500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3462495.500000 Penalty: 5115.812988
	Iteration 54Q: 3 clusters Score -3462496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3462495.500000 Penalty: 5115.812988
	Iteration 55F: 3 clusters Score -3462496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Entering Unmasked Estep 
Score: -20447972.000000 Penalty: 2987.667725
	Iteration 0F: 2 clusters Score -2.044797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -20335412.000000 Penalty: 5975.335449
	Iteration 0F: 3 clusters Score -2.033541e+07 nChanged 81684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -20383934.000000 Penalty: 5975.335449
	Iteration 1F: 3 clusters Score -2.038393e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -20386034.000000 Penalty: 5975.335449
	Iteration 2Q: 3 clusters Score -2.038603e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -20389284.000000 Penalty: 5975.335449
	Iteration 3Q: 3 clusters Score -2.038928e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -20394464.000000 Penalty: 5975.335449
	Iteration 4F: 3 clusters Score -2.039446e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118657 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -20402382.000000 Penalty: 5975.335449
	Iteration 5F: 3 clusters Score -2.040238e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -20412888.000000 Penalty: 5975.335449
	Iteration 6F: 3 clusters Score -2.041289e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144233 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -20424070.000000 Penalty: 5975.335449
	Iteration 7F: 3 clusters Score -2.042407e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -20433492.000000 Penalty: 5975.335449
	Iteration 8F: 3 clusters Score -2.043349e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162373 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -20439542.000000 Penalty: 5975.335449
	Iteration 9Q: 3 clusters Score -2.043954e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -20442932.000000 Penalty: 5975.335449
	Iteration 10Q: 3 clusters Score -2.044293e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168707 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -20444396.000000 Penalty: 5975.335449
	Iteration 11Q: 3 clusters Score -2.04444e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20444906.000000 Penalty: 5975.335449
	Iteration 12Q: 3 clusters Score -2.044491e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -20445158.000000 Penalty: 5975.335449
	Iteration 13Q: 3 clusters Score -2.044516e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170023 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20445294.000000 Penalty: 5975.335449
	Iteration 14Q: 3 clusters Score -2.044529e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -20445378.000000 Penalty: 5975.335449
	Iteration 15Q: 3 clusters Score -2.044538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20445408.000000 Penalty: 5975.335449
	Iteration 16Q: 3 clusters Score -2.044541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20445432.000000 Penalty: 5975.335449
	Iteration 17Q: 3 clusters Score -2.044543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20445468.000000 Penalty: 5975.335449
	Iteration 18Q: 3 clusters Score -2.044547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20445464.000000 Penalty: 5975.335449
	Iteration 19Q: 3 clusters Score -2.044546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170208 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -20445470.000000 Penalty: 5975.335449
	Iteration 20F: 3 clusters Score -2.044547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170211 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20445480.000000 Penalty: 5975.335449
	Iteration 21Q: 3 clusters Score -2.044548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170211 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20445490.000000 Penalty: 5975.335449
	Iteration 22Q: 3 clusters Score -2.044549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170212 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20445480.000000 Penalty: 5975.335449
	Iteration 23Q: 3 clusters Score -2.044548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170214 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20445482.000000 Penalty: 5975.335449
	Iteration 24Q: 3 clusters Score -2.044548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20445478.000000 Penalty: 5975.335449
	Iteration 25Q: 3 clusters Score -2.044548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20445470.000000 Penalty: 5975.335449
	Iteration 26Q: 3 clusters Score -2.044547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20445470.000000 Penalty: 5975.335449
	Iteration 27F: 3 clusters Score -2.044547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Entering Unmasked Estep 
Score: -7442691.500000 Penalty: 2741.108398
	Iteration 0F: 2 clusters Score -7442692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -7400140.500000 Penalty: 5482.216797
	Iteration 0F: 3 clusters Score -7400140 nChanged 29552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -7416771.500000 Penalty: 5482.216797
	Iteration 1F: 3 clusters Score -7416772 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -7417642.000000 Penalty: 5482.216797
	Iteration 2Q: 3 clusters Score -7417642 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -7418622.000000 Penalty: 5482.216797
	Iteration 3Q: 3 clusters Score -7418622 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7419869.000000 Penalty: 5482.216797
	Iteration 4Q: 3 clusters Score -7419869 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -7421604.500000 Penalty: 5482.216797
	Iteration 5Q: 3 clusters Score -7421604 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -7424188.500000 Penalty: 5482.216797
	Iteration 6F: 3 clusters Score -7424188 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -7427623.000000 Penalty: 5482.216797
	Iteration 7F: 3 clusters Score -7427623 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7431501.500000 Penalty: 5482.216797
	Iteration 8F: 3 clusters Score -7431502 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -7434954.500000 Penalty: 5482.216797
	Iteration 9F: 3 clusters Score -7434954 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -7437385.500000 Penalty: 5482.216797
	Iteration 10Q: 3 clusters Score -7437386 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -7438824.000000 Penalty: 5482.216797
	Iteration 11Q: 3 clusters Score -7438824 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -7439539.500000 Penalty: 5482.216797
	Iteration 12Q: 3 clusters Score -7439540 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -7439921.500000 Penalty: 5482.216797
	Iteration 13Q: 3 clusters Score -7439922 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -7440101.500000 Penalty: 5482.216797
	Iteration 14Q: 3 clusters Score -7440102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -7440185.500000 Penalty: 5482.216797
	Iteration 15Q: 3 clusters Score -7440186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -7440222.000000 Penalty: 5482.216797
	Iteration 16Q: 3 clusters Score -7440222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -7440252.000000 Penalty: 5482.216797
	Iteration 17Q: 3 clusters Score -7440252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -7440282.500000 Penalty: 5482.216797
	Iteration 18Q: 3 clusters Score -7440282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -7440295.500000 Penalty: 5482.216797
	Iteration 19Q: 3 clusters Score -7440296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -7440319.500000 Penalty: 5482.216797
	Iteration 20F: 3 clusters Score -7440320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -7440328.500000 Penalty: 5482.216797
	Iteration 21Q: 3 clusters Score -7440328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -7440337.000000 Penalty: 5482.216797
	Iteration 22Q: 3 clusters Score -7440337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -7440350.000000 Penalty: 5482.216797
	Iteration 23Q: 3 clusters Score -7440350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -7440354.500000 Penalty: 5482.216797
	Iteration 24Q: 3 clusters Score -7440354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -7440355.500000 Penalty: 5482.216797
	Iteration 25Q: 3 clusters Score -7440356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -7440362.000000 Penalty: 5482.216797
	Iteration 26Q: 3 clusters Score -7440362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -7440372.000000 Penalty: 5482.216797
	Iteration 27Q: 3 clusters Score -7440372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -7440366.500000 Penalty: 5482.216797
	Iteration 28Q: 3 clusters Score -7440366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -7440370.000000 Penalty: 5482.216797
	Iteration 29Q: 3 clusters Score -7440370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -7440371.000000 Penalty: 5482.216797
	Iteration 30Q: 3 clusters Score -7440371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -7440371.000000 Penalty: 5482.216797
	Iteration 31F: 3 clusters Score -7440371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Entering Unmasked Estep 
Score: -8506626.000000 Penalty: 2769.105713
	Iteration 0F: 2 clusters Score -8506626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -8459286.000000 Penalty: 5538.211426
	Iteration 0F: 3 clusters Score -8459286 nChanged 33308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -8478197.000000 Penalty: 5538.211426
	Iteration 1F: 3 clusters Score -8478197 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -8479155.000000 Penalty: 5538.211426
	Iteration 2Q: 3 clusters Score -8479155 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -8480012.000000 Penalty: 5538.211426
	Iteration 3Q: 3 clusters Score -8480012 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -8480774.000000 Penalty: 5538.211426
	Iteration 4Q: 3 clusters Score -8480774 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -8481697.000000 Penalty: 5538.211426
	Iteration 5Q: 3 clusters Score -8481697 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -8482773.000000 Penalty: 5538.211426
	Iteration 6Q: 3 clusters Score -8482773 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -8484029.000000 Penalty: 5538.211426
	Iteration 7Q: 3 clusters Score -8484029 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8485734.000000 Penalty: 5538.211426
	Iteration 8Q: 3 clusters Score -8485734 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -8488354.000000 Penalty: 5538.211426
	Iteration 9F: 3 clusters Score -8488354 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -8491684.000000 Penalty: 5538.211426
	Iteration 10F: 3 clusters Score -8491684 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -8495726.000000 Penalty: 5538.211426
	Iteration 11F: 3 clusters Score -8495726 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -8499486.000000 Penalty: 5538.211426
	Iteration 12F: 3 clusters Score -8499486 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8501938.000000 Penalty: 5538.211426
	Iteration 13Q: 3 clusters Score -8501938 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8503222.000000 Penalty: 5538.211426
	Iteration 14Q: 3 clusters Score -8503222 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8503730.000000 Penalty: 5538.211426
	Iteration 15Q: 3 clusters Score -8503730 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8503939.000000 Penalty: 5538.211426
	Iteration 16Q: 3 clusters Score -8503939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8504058.000000 Penalty: 5538.211426
	Iteration 17Q: 3 clusters Score -8504058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8504123.000000 Penalty: 5538.211426
	Iteration 18Q: 3 clusters Score -8504123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8504149.000000 Penalty: 5538.211426
	Iteration 19Q: 3 clusters Score -8504149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8504167.000000 Penalty: 5538.211426
	Iteration 20F: 3 clusters Score -8504167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8504186.000000 Penalty: 5538.211426
	Iteration 21Q: 3 clusters Score -8504186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8504202.000000 Penalty: 5538.211426
	Iteration 22Q: 3 clusters Score -8504202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8504214.000000 Penalty: 5538.211426
	Iteration 23Q: 3 clusters Score -8504214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8504216.000000 Penalty: 5538.211426
	Iteration 24Q: 3 clusters Score -8504216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8504218.000000 Penalty: 5538.211426
	Iteration 25Q: 3 clusters Score -8504218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8504217.000000 Penalty: 5538.211426
	Iteration 26Q: 3 clusters Score -8504217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8504224.000000 Penalty: 5538.211426
	Iteration 27Q: 3 clusters Score -8504224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8504231.000000 Penalty: 5538.211426
	Iteration 28Q: 3 clusters Score -8504231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8504234.000000 Penalty: 5538.211426
	Iteration 29Q: 3 clusters Score -8504234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8504235.000000 Penalty: 5538.211426
	Iteration 30Q: 3 clusters Score -8504235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8504235.000000 Penalty: 5538.211426
	Iteration 31F: 3 clusters Score -8504235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Entering Unmasked Estep 
Score: -3004930.000000 Penalty: 2532.357666
	Iteration 0F: 2 clusters Score -3004930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2986261.250000 Penalty: 5064.715332
	Iteration 0F: 3 clusters Score -2986261 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2993350.000000 Penalty: 5064.715332
	Iteration 1F: 3 clusters Score -2993350 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2994505.750000 Penalty: 5064.715332
	Iteration 2F: 3 clusters Score -2994506 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2995802.000000 Penalty: 5064.715332
	Iteration 3F: 3 clusters Score -2995802 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2997085.500000 Penalty: 5064.715332
	Iteration 4F: 3 clusters Score -2997086 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2998114.500000 Penalty: 5064.715332
	Iteration 5F: 3 clusters Score -2998114 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2998995.250000 Penalty: 5064.715332
	Iteration 6F: 3 clusters Score -2998995 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2999771.250000 Penalty: 5064.715332
	Iteration 7Q: 3 clusters Score -2999771 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3000385.000000 Penalty: 5064.715332
	Iteration 8Q: 3 clusters Score -3000385 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3000843.750000 Penalty: 5064.715332
	Iteration 9Q: 3 clusters Score -3000844 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3001235.500000 Penalty: 5064.715332
	Iteration 10Q: 3 clusters Score -3001236 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3001505.000000 Penalty: 5064.715332
	Iteration 11Q: 3 clusters Score -3001505 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3001680.750000 Penalty: 5064.715332
	Iteration 12Q: 3 clusters Score -3001681 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3001825.000000 Penalty: 5064.715332
	Iteration 13Q: 3 clusters Score -3001825 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3001963.000000 Penalty: 5064.715332
	Iteration 14Q: 3 clusters Score -3001963 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3002077.500000 Penalty: 5064.715332
	Iteration 15Q: 3 clusters Score -3002078 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3002162.750000 Penalty: 5064.715332
	Iteration 16Q: 3 clusters Score -3002163 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3002229.500000 Penalty: 5064.715332
	Iteration 17Q: 3 clusters Score -3002230 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3002308.250000 Penalty: 5064.715332
	Iteration 18Q: 3 clusters Score -3002308 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3002364.250000 Penalty: 5064.715332
	Iteration 19Q: 3 clusters Score -3002364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3002424.500000 Penalty: 5064.715332
	Iteration 20F: 3 clusters Score -3002424 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3002486.250000 Penalty: 5064.715332
	Iteration 21Q: 3 clusters Score -3002486 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3002528.000000 Penalty: 5064.715332
	Iteration 22Q: 3 clusters Score -3002528 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3002563.250000 Penalty: 5064.715332
	Iteration 23Q: 3 clusters Score -3002563 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3002598.000000 Penalty: 5064.715332
	Iteration 24Q: 3 clusters Score -3002598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3002634.000000 Penalty: 5064.715332
	Iteration 25Q: 3 clusters Score -3002634 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3002665.000000 Penalty: 5064.715332
	Iteration 26Q: 3 clusters Score -3002665 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3002686.750000 Penalty: 5064.715332
	Iteration 27Q: 3 clusters Score -3002687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3002701.750000 Penalty: 5064.715332
	Iteration 28Q: 3 clusters Score -3002702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3002714.250000 Penalty: 5064.715332
	Iteration 29Q: 3 clusters Score -3002714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3002734.000000 Penalty: 5064.715332
	Iteration 30Q: 3 clusters Score -3002734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3002750.500000 Penalty: 5064.715332
	Iteration 31Q: 3 clusters Score -3002750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3002767.250000 Penalty: 5064.715332
	Iteration 32Q: 3 clusters Score -3002767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3002792.000000 Penalty: 5064.715332
	Iteration 33Q: 3 clusters Score -3002792 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3002789.000000 Penalty: 5064.715332
	Iteration 34Q: 3 clusters Score -3002789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3002814.750000 Penalty: 5064.715332
	Iteration 35Q: 3 clusters Score -3002815 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3002824.500000 Penalty: 5064.715332
	Iteration 36Q: 3 clusters Score -3002824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3002832.250000 Penalty: 5064.715332
	Iteration 37Q: 3 clusters Score -3002832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3002838.000000 Penalty: 5064.715332
	Iteration 38Q: 3 clusters Score -3002838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3002840.750000 Penalty: 5064.715332
	Iteration 39Q: 3 clusters Score -3002841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3002851.750000 Penalty: 5064.715332
	Iteration 40F: 3 clusters Score -3002852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3002854.000000 Penalty: 5064.715332
	Iteration 41Q: 3 clusters Score -3002854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3002853.000000 Penalty: 5064.715332
	Iteration 42Q: 3 clusters Score -3002853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3002850.000000 Penalty: 5064.715332
	Iteration 43Q: 3 clusters Score -3002850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3002864.000000 Penalty: 5064.715332
	Iteration 44Q: 3 clusters Score -3002864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3002866.500000 Penalty: 5064.715332
	Iteration 45Q: 3 clusters Score -3002866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3002879.000000 Penalty: 5064.715332
	Iteration 46Q: 3 clusters Score -3002879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3002880.250000 Penalty: 5064.715332
	Iteration 47Q: 3 clusters Score -3002880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3002874.500000 Penalty: 5064.715332
	Iteration 48Q: 3 clusters Score -3002874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3002891.750000 Penalty: 5064.715332
	Iteration 49Q: 3 clusters Score -3002892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3002896.000000 Penalty: 5064.715332
	Iteration 50Q: 3 clusters Score -3002896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3002899.750000 Penalty: 5064.715332
	Iteration 51Q: 3 clusters Score -3002900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3002911.750000 Penalty: 5064.715332
	Iteration 52Q: 3 clusters Score -3002912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3002908.500000 Penalty: 5064.715332
	Iteration 53Q: 3 clusters Score -3002908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3002904.750000 Penalty: 5064.715332
	Iteration 54Q: 3 clusters Score -3002905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3002905.500000 Penalty: 5064.715332
	Iteration 55Q: 3 clusters Score -3002906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3002910.750000 Penalty: 5064.715332
	Iteration 56Q: 3 clusters Score -3002911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3002913.000000 Penalty: 5064.715332
	Iteration 57Q: 3 clusters Score -3002913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3002908.750000 Penalty: 5064.715332
	Iteration 58Q: 3 clusters Score -3002909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3002912.000000 Penalty: 5064.715332
	Iteration 59Q: 3 clusters Score -3002912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3002923.500000 Penalty: 5064.715332
	Iteration 60F: 3 clusters Score -3002924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3002918.000000 Penalty: 5064.715332
	Iteration 61Q: 3 clusters Score -3002918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3002931.250000 Penalty: 5064.715332
	Iteration 62Q: 3 clusters Score -3002931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3002929.500000 Penalty: 5064.715332
	Iteration 63Q: 3 clusters Score -3002930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3002915.000000 Penalty: 5064.715332
	Iteration 64Q: 3 clusters Score -3002915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3002921.250000 Penalty: 5064.715332
	Iteration 65Q: 3 clusters Score -3002921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3002934.750000 Penalty: 5064.715332
	Iteration 66Q: 3 clusters Score -3002935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3002936.750000 Penalty: 5064.715332
	Iteration 67Q: 3 clusters Score -3002937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3002945.000000 Penalty: 5064.715332
	Iteration 68Q: 3 clusters Score -3002945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3002956.750000 Penalty: 5064.715332
	Iteration 69Q: 3 clusters Score -3002957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3002960.750000 Penalty: 5064.715332
	Iteration 70Q: 3 clusters Score -3002961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3002969.500000 Penalty: 5064.715332
	Iteration 71Q: 3 clusters Score -3002970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3002972.250000 Penalty: 5064.715332
	Iteration 72Q: 3 clusters Score -3002972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3002976.250000 Penalty: 5064.715332
	Iteration 73Q: 3 clusters Score -3002976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3002981.750000 Penalty: 5064.715332
	Iteration 74Q: 3 clusters Score -3002982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3002983.250000 Penalty: 5064.715332
	Iteration 75Q: 3 clusters Score -3002983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3002983.000000 Penalty: 5064.715332
	Iteration 76Q: 3 clusters Score -3002983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3002985.000000 Penalty: 5064.715332
	Iteration 77Q: 3 clusters Score -3002985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3002992.750000 Penalty: 5064.715332
	Iteration 78Q: 3 clusters Score -3002993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3003014.250000 Penalty: 5064.715332
	Iteration 79Q: 3 clusters Score -3003014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3003024.250000 Penalty: 5064.715332
	Iteration 80F: 3 clusters Score -3003024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3003017.250000 Penalty: 5064.715332
	Iteration 81Q: 3 clusters Score -3003017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3003020.250000 Penalty: 5064.715332
	Iteration 82Q: 3 clusters Score -3003020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3003033.250000 Penalty: 5064.715332
	Iteration 83Q: 3 clusters Score -3003033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3003048.000000 Penalty: 5064.715332
	Iteration 84Q: 3 clusters Score -3003048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3003043.250000 Penalty: 5064.715332
	Iteration 85Q: 3 clusters Score -3003043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3003043.750000 Penalty: 5064.715332
	Iteration 86Q: 3 clusters Score -3003044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3003052.750000 Penalty: 5064.715332
	Iteration 87Q: 3 clusters Score -3003053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3003052.250000 Penalty: 5064.715332
	Iteration 88Q: 3 clusters Score -3003052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3003056.000000 Penalty: 5064.715332
	Iteration 89Q: 3 clusters Score -3003056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3003066.000000 Penalty: 5064.715332
	Iteration 90Q: 3 clusters Score -3003066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3003069.000000 Penalty: 5064.715332
	Iteration 91Q: 3 clusters Score -3003069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3003076.250000 Penalty: 5064.715332
	Iteration 92Q: 3 clusters Score -3003076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3003072.000000 Penalty: 5064.715332
	Iteration 93Q: 3 clusters Score -3003072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3003083.000000 Penalty: 5064.715332
	Iteration 94Q: 3 clusters Score -3003083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3003085.500000 Penalty: 5064.715332
	Iteration 95Q: 3 clusters Score -3003086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3003097.500000 Penalty: 5064.715332
	Iteration 96Q: 3 clusters Score -3003098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3003099.500000 Penalty: 5064.715332
	Iteration 97Q: 3 clusters Score -3003100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3003098.750000 Penalty: 5064.715332
	Iteration 98Q: 3 clusters Score -3003099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3003108.000000 Penalty: 5064.715332
	Iteration 99Q: 3 clusters Score -3003108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3003120.750000 Penalty: 5064.715332
	Iteration 100F: 3 clusters Score -3003121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3003128.250000 Penalty: 5064.715332
	Iteration 101Q: 3 clusters Score -3003128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3003138.250000 Penalty: 5064.715332
	Iteration 102Q: 3 clusters Score -3003138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3003138.750000 Penalty: 5064.715332
	Iteration 103Q: 3 clusters Score -3003139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3003147.250000 Penalty: 5064.715332
	Iteration 104Q: 3 clusters Score -3003147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3003151.000000 Penalty: 5064.715332
	Iteration 105Q: 3 clusters Score -3003151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3003162.750000 Penalty: 5064.715332
	Iteration 106Q: 3 clusters Score -3003163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3003167.750000 Penalty: 5064.715332
	Iteration 107Q: 3 clusters Score -3003168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3003176.000000 Penalty: 5064.715332
	Iteration 108Q: 3 clusters Score -3003176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3003172.250000 Penalty: 5064.715332
	Iteration 109Q: 3 clusters Score -3003172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3003172.500000 Penalty: 5064.715332
	Iteration 110Q: 3 clusters Score -3003172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3003181.500000 Penalty: 5064.715332
	Iteration 111Q: 3 clusters Score -3003182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3003182.500000 Penalty: 5064.715332
	Iteration 112Q: 3 clusters Score -3003182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3003191.250000 Penalty: 5064.715332
	Iteration 113Q: 3 clusters Score -3003191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3003207.000000 Penalty: 5064.715332
	Iteration 114Q: 3 clusters Score -3003207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3003210.250000 Penalty: 5064.715332
	Iteration 115Q: 3 clusters Score -3003210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3003226.750000 Penalty: 5064.715332
	Iteration 116Q: 3 clusters Score -3003227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3003223.750000 Penalty: 5064.715332
	Iteration 117Q: 3 clusters Score -3003224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3003234.500000 Penalty: 5064.715332
	Iteration 118Q: 3 clusters Score -3003234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3003229.250000 Penalty: 5064.715332
	Iteration 119Q: 3 clusters Score -3003229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3003227.500000 Penalty: 5064.715332
	Iteration 120F: 3 clusters Score -3003228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3003241.500000 Penalty: 5064.715332
	Iteration 121Q: 3 clusters Score -3003242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3003242.500000 Penalty: 5064.715332
	Iteration 122Q: 3 clusters Score -3003242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3003254.250000 Penalty: 5064.715332
	Iteration 123Q: 3 clusters Score -3003254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3003270.250000 Penalty: 5064.715332
	Iteration 124Q: 3 clusters Score -3003270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3003283.250000 Penalty: 5064.715332
	Iteration 125Q: 3 clusters Score -3003283 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3003290.000000 Penalty: 5064.715332
	Iteration 126Q: 3 clusters Score -3003290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3003319.750000 Penalty: 5064.715332
	Iteration 127Q: 3 clusters Score -3003320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3003325.750000 Penalty: 5064.715332
	Iteration 128Q: 3 clusters Score -3003326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3003325.750000 Penalty: 5064.715332
	Iteration 129Q: 3 clusters Score -3003326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3003336.250000 Penalty: 5064.715332
	Iteration 130Q: 3 clusters Score -3003336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3003336.250000 Penalty: 5064.715332
	Iteration 131Q: 3 clusters Score -3003336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3003349.500000 Penalty: 5064.715332
	Iteration 132Q: 3 clusters Score -3003350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3003352.000000 Penalty: 5064.715332
	Iteration 133Q: 3 clusters Score -3003352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3003352.750000 Penalty: 5064.715332
	Iteration 134Q: 3 clusters Score -3003353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3003356.750000 Penalty: 5064.715332
	Iteration 135Q: 3 clusters Score -3003357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3003371.750000 Penalty: 5064.715332
	Iteration 136Q: 3 clusters Score -3003372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3003378.250000 Penalty: 5064.715332
	Iteration 137Q: 3 clusters Score -3003378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3003402.000000 Penalty: 5064.715332
	Iteration 138Q: 3 clusters Score -3003402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3003412.500000 Penalty: 5064.715332
	Iteration 139Q: 3 clusters Score -3003412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3003422.000000 Penalty: 5064.715332
	Iteration 140F: 3 clusters Score -3003422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3003418.500000 Penalty: 5064.715332
	Iteration 141Q: 3 clusters Score -3003418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3003434.250000 Penalty: 5064.715332
	Iteration 142Q: 3 clusters Score -3003434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3003444.500000 Penalty: 5064.715332
	Iteration 143Q: 3 clusters Score -3003444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3003445.500000 Penalty: 5064.715332
	Iteration 144Q: 3 clusters Score -3003446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3003465.500000 Penalty: 5064.715332
	Iteration 145Q: 3 clusters Score -3003466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3003463.500000 Penalty: 5064.715332
	Iteration 146Q: 3 clusters Score -3003464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3003468.750000 Penalty: 5064.715332
	Iteration 147Q: 3 clusters Score -3003469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3003484.750000 Penalty: 5064.715332
	Iteration 148Q: 3 clusters Score -3003485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3003508.500000 Penalty: 5064.715332
	Iteration 149Q: 3 clusters Score -3003508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3003516.750000 Penalty: 5064.715332
	Iteration 150Q: 3 clusters Score -3003517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3003518.250000 Penalty: 5064.715332
	Iteration 151Q: 3 clusters Score -3003518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3003524.000000 Penalty: 5064.715332
	Iteration 152Q: 3 clusters Score -3003524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3003527.250000 Penalty: 5064.715332
	Iteration 153Q: 3 clusters Score -3003527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3003547.000000 Penalty: 5064.715332
	Iteration 154Q: 3 clusters Score -3003547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3003555.000000 Penalty: 5064.715332
	Iteration 155Q: 3 clusters Score -3003555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3003556.250000 Penalty: 5064.715332
	Iteration 156Q: 3 clusters Score -3003556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3003554.500000 Penalty: 5064.715332
	Iteration 157Q: 3 clusters Score -3003554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3003552.750000 Penalty: 5064.715332
	Iteration 158Q: 3 clusters Score -3003553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3003559.750000 Penalty: 5064.715332
	Iteration 159Q: 3 clusters Score -3003560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3003560.000000 Penalty: 5064.715332
	Iteration 160F: 3 clusters Score -3003560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3003566.750000 Penalty: 5064.715332
	Iteration 161Q: 3 clusters Score -3003567 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3003578.750000 Penalty: 5064.715332
	Iteration 162Q: 3 clusters Score -3003579 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3003589.250000 Penalty: 5064.715332
	Iteration 163Q: 3 clusters Score -3003589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3003592.750000 Penalty: 5064.715332
	Iteration 164Q: 3 clusters Score -3003593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3003606.750000 Penalty: 5064.715332
	Iteration 165Q: 3 clusters Score -3003607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3003604.750000 Penalty: 5064.715332
	Iteration 166Q: 3 clusters Score -3003605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3003625.750000 Penalty: 5064.715332
	Iteration 167Q: 3 clusters Score -3003626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3003634.000000 Penalty: 5064.715332
	Iteration 168Q: 3 clusters Score -3003634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3003638.250000 Penalty: 5064.715332
	Iteration 169Q: 3 clusters Score -3003638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3003647.000000 Penalty: 5064.715332
	Iteration 170Q: 3 clusters Score -3003647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3003656.500000 Penalty: 5064.715332
	Iteration 171Q: 3 clusters Score -3003656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3003672.500000 Penalty: 5064.715332
	Iteration 172Q: 3 clusters Score -3003672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3003679.750000 Penalty: 5064.715332
	Iteration 173Q: 3 clusters Score -3003680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3003681.750000 Penalty: 5064.715332
	Iteration 174Q: 3 clusters Score -3003682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3003699.000000 Penalty: 5064.715332
	Iteration 175Q: 3 clusters Score -3003699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3003705.500000 Penalty: 5064.715332
	Iteration 176Q: 3 clusters Score -3003706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3003722.500000 Penalty: 5064.715332
	Iteration 177Q: 3 clusters Score -3003722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3003728.500000 Penalty: 5064.715332
	Iteration 178Q: 3 clusters Score -3003728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3003742.000000 Penalty: 5064.715332
	Iteration 179Q: 3 clusters Score -3003742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3003749.000000 Penalty: 5064.715332
	Iteration 180F: 3 clusters Score -3003749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3003761.750000 Penalty: 5064.715332
	Iteration 181Q: 3 clusters Score -3003762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3003768.000000 Penalty: 5064.715332
	Iteration 182Q: 3 clusters Score -3003768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3003767.750000 Penalty: 5064.715332
	Iteration 183Q: 3 clusters Score -3003768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3003793.750000 Penalty: 5064.715332
	Iteration 184Q: 3 clusters Score -3003794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3003801.250000 Penalty: 5064.715332
	Iteration 185Q: 3 clusters Score -3003801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3003821.000000 Penalty: 5064.715332
	Iteration 186Q: 3 clusters Score -3003821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3003835.750000 Penalty: 5064.715332
	Iteration 187Q: 3 clusters Score -3003836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3003836.250000 Penalty: 5064.715332
	Iteration 188Q: 3 clusters Score -3003836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3003853.250000 Penalty: 5064.715332
	Iteration 189Q: 3 clusters Score -3003853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3003871.250000 Penalty: 5064.715332
	Iteration 190Q: 3 clusters Score -3003871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3003882.500000 Penalty: 5064.715332
	Iteration 191Q: 3 clusters Score -3003882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3003882.500000 Penalty: 5064.715332
	Iteration 192Q: 3 clusters Score -3003882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3003894.250000 Penalty: 5064.715332
	Iteration 193Q: 3 clusters Score -3003894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3003910.500000 Penalty: 5064.715332
	Iteration 194Q: 3 clusters Score -3003910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3003933.000000 Penalty: 5064.715332
	Iteration 195Q: 3 clusters Score -3003933 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3003956.500000 Penalty: 5064.715332
	Iteration 196Q: 3 clusters Score -3003956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3003975.250000 Penalty: 5064.715332
	Iteration 197Q: 3 clusters Score -3003975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3003988.000000 Penalty: 5064.715332
	Iteration 198Q: 3 clusters Score -3003988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3004002.250000 Penalty: 5064.715332
	Iteration 199Q: 3 clusters Score -3004002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3004029.500000 Penalty: 5064.715332
	Iteration 200F: 3 clusters Score -3004030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3004038.500000 Penalty: 5064.715332
	Iteration 201Q: 3 clusters Score -3004038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3004055.500000 Penalty: 5064.715332
	Iteration 202Q: 3 clusters Score -3004056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3004067.750000 Penalty: 5064.715332
	Iteration 203Q: 3 clusters Score -3004068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3004087.000000 Penalty: 5064.715332
	Iteration 204Q: 3 clusters Score -3004087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3004106.500000 Penalty: 5064.715332
	Iteration 205Q: 3 clusters Score -3004106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3004122.250000 Penalty: 5064.715332
	Iteration 206Q: 3 clusters Score -3004122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3004121.250000 Penalty: 5064.715332
	Iteration 207Q: 3 clusters Score -3004121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3004134.000000 Penalty: 5064.715332
	Iteration 208Q: 3 clusters Score -3004134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3004145.000000 Penalty: 5064.715332
	Iteration 209Q: 3 clusters Score -3004145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3004152.000000 Penalty: 5064.715332
	Iteration 210Q: 3 clusters Score -3004152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3004168.000000 Penalty: 5064.715332
	Iteration 211Q: 3 clusters Score -3004168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3004181.750000 Penalty: 5064.715332
	Iteration 212Q: 3 clusters Score -3004182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3004196.250000 Penalty: 5064.715332
	Iteration 213Q: 3 clusters Score -3004196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3004225.000000 Penalty: 5064.715332
	Iteration 214Q: 3 clusters Score -3004225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3004256.500000 Penalty: 5064.715332
	Iteration 215Q: 3 clusters Score -3004256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3004281.500000 Penalty: 5064.715332
	Iteration 216Q: 3 clusters Score -3004282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3004314.750000 Penalty: 5064.715332
	Iteration 217Q: 3 clusters Score -3004315 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3004329.250000 Penalty: 5064.715332
	Iteration 218Q: 3 clusters Score -3004329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3004348.500000 Penalty: 5064.715332
	Iteration 219Q: 3 clusters Score -3004348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3004370.750000 Penalty: 5064.715332
	Iteration 220F: 3 clusters Score -3004371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3004393.250000 Penalty: 5064.715332
	Iteration 221Q: 3 clusters Score -3004393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3004418.000000 Penalty: 5064.715332
	Iteration 222Q: 3 clusters Score -3004418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3004440.750000 Penalty: 5064.715332
	Iteration 223Q: 3 clusters Score -3004441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3004453.000000 Penalty: 5064.715332
	Iteration 224Q: 3 clusters Score -3004453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3004459.000000 Penalty: 5064.715332
	Iteration 225Q: 3 clusters Score -3004459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3004463.750000 Penalty: 5064.715332
	Iteration 226Q: 3 clusters Score -3004464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3004467.250000 Penalty: 5064.715332
	Iteration 227Q: 3 clusters Score -3004467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3004473.250000 Penalty: 5064.715332
	Iteration 228Q: 3 clusters Score -3004473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3004472.500000 Penalty: 5064.715332
	Iteration 229Q: 3 clusters Score -3004472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3004476.500000 Penalty: 5064.715332
	Iteration 230Q: 3 clusters Score -3004476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3004475.250000 Penalty: 5064.715332
	Iteration 231Q: 3 clusters Score -3004475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3004474.000000 Penalty: 5064.715332
	Iteration 232Q: 3 clusters Score -3004474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3004481.000000 Penalty: 5064.715332
	Iteration 233Q: 3 clusters Score -3004481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3004487.250000 Penalty: 5064.715332
	Iteration 234Q: 3 clusters Score -3004487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3004484.250000 Penalty: 5064.715332
	Iteration 235Q: 3 clusters Score -3004484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3004483.750000 Penalty: 5064.715332
	Iteration 236Q: 3 clusters Score -3004484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3004483.250000 Penalty: 5064.715332
	Iteration 237Q: 3 clusters Score -3004483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3004482.750000 Penalty: 5064.715332
	Iteration 238Q: 3 clusters Score -3004483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3004480.500000 Penalty: 5064.715332
	Iteration 239Q: 3 clusters Score -3004480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3004484.500000 Penalty: 5064.715332
	Iteration 240F: 3 clusters Score -3004484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Entering Unmasked Estep 
Score: -5611563.000000 Penalty: 2672.767578
	Iteration 0F: 2 clusters Score -5611563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5579430.500000 Penalty: 5345.535156
	Iteration 0F: 3 clusters Score -5579430 nChanged 22010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5591753.500000 Penalty: 5345.535156
	Iteration 1F: 3 clusters Score -5591754 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5592791.000000 Penalty: 5345.535156
	Iteration 2F: 3 clusters Score -5592791 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -5594361.000000 Penalty: 5345.535156
	Iteration 3F: 3 clusters Score -5594361 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5596632.500000 Penalty: 5345.535156
	Iteration 4F: 3 clusters Score -5596632 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -5599589.000000 Penalty: 5345.535156
	Iteration 5F: 3 clusters Score -5599589 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -5602411.500000 Penalty: 5345.535156
	Iteration 6F: 3 clusters Score -5602412 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -5604562.500000 Penalty: 5345.535156
	Iteration 7F: 3 clusters Score -5604562 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -5606056.500000 Penalty: 5345.535156
	Iteration 8Q: 3 clusters Score -5606056 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -5607088.500000 Penalty: 5345.535156
	Iteration 9Q: 3 clusters Score -5607088 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5607826.000000 Penalty: 5345.535156
	Iteration 10Q: 3 clusters Score -5607826 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5608309.000000 Penalty: 5345.535156
	Iteration 11Q: 3 clusters Score -5608309 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -5608684.500000 Penalty: 5345.535156
	Iteration 12Q: 3 clusters Score -5608684 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -5608943.500000 Penalty: 5345.535156
	Iteration 13Q: 3 clusters Score -5608944 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5609097.500000 Penalty: 5345.535156
	Iteration 14Q: 3 clusters Score -5609098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -5609212.000000 Penalty: 5345.535156
	Iteration 15Q: 3 clusters Score -5609212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -5609266.000000 Penalty: 5345.535156
	Iteration 16Q: 3 clusters Score -5609266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -5609306.000000 Penalty: 5345.535156
	Iteration 17Q: 3 clusters Score -5609306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5609322.000000 Penalty: 5345.535156
	Iteration 18Q: 3 clusters Score -5609322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -5609344.000000 Penalty: 5345.535156
	Iteration 19Q: 3 clusters Score -5609344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -5609369.500000 Penalty: 5345.535156
	Iteration 20F: 3 clusters Score -5609370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -5609394.000000 Penalty: 5345.535156
	Iteration 21Q: 3 clusters Score -5609394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -5609410.500000 Penalty: 5345.535156
	Iteration 22Q: 3 clusters Score -5609410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -5609411.500000 Penalty: 5345.535156
	Iteration 23Q: 3 clusters Score -5609412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -5609412.500000 Penalty: 5345.535156
	Iteration 24Q: 3 clusters Score -5609412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5609421.000000 Penalty: 5345.535156
	Iteration 25Q: 3 clusters Score -5609421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5609434.500000 Penalty: 5345.535156
	Iteration 26Q: 3 clusters Score -5609434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -5609427.500000 Penalty: 5345.535156
	Iteration 27Q: 3 clusters Score -5609428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -5609435.000000 Penalty: 5345.535156
	Iteration 28Q: 3 clusters Score -5609435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -5609443.500000 Penalty: 5345.535156
	Iteration 29Q: 3 clusters Score -5609444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -5609451.500000 Penalty: 5345.535156
	Iteration 30Q: 3 clusters Score -5609452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -5609456.500000 Penalty: 5345.535156
	Iteration 31Q: 3 clusters Score -5609456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -5609463.500000 Penalty: 5345.535156
	Iteration 32Q: 3 clusters Score -5609464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -5609461.000000 Penalty: 5345.535156
	Iteration 33Q: 3 clusters Score -5609461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -5609467.500000 Penalty: 5345.535156
	Iteration 34Q: 3 clusters Score -5609468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -5609472.000000 Penalty: 5345.535156
	Iteration 35Q: 3 clusters Score -5609472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -5609467.000000 Penalty: 5345.535156
	Iteration 36Q: 3 clusters Score -5609467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -5609463.000000 Penalty: 5345.535156
	Iteration 37Q: 3 clusters Score -5609463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -5609456.000000 Penalty: 5345.535156
	Iteration 38Q: 3 clusters Score -5609456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -5609465.000000 Penalty: 5345.535156
	Iteration 39Q: 3 clusters Score -5609465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -5609469.000000 Penalty: 5345.535156
	Iteration 40F: 3 clusters Score -5609469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -5609470.500000 Penalty: 5345.535156
	Iteration 41Q: 3 clusters Score -5609470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5609469.500000 Penalty: 5345.535156
	Iteration 42Q: 3 clusters Score -5609470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5609469.500000 Penalty: 5345.535156
	Iteration 43F: 3 clusters Score -5609470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (109326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Entering Unmasked Estep 
Score: -12987615.000000 Penalty: 2877.318359
	Iteration 0F: 2 clusters Score -1.298762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -12914778.000000 Penalty: 5754.636719
	Iteration 0F: 3 clusters Score -1.291478e+07 nChanged 51732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -12944458.000000 Penalty: 5754.636719
	Iteration 1F: 3 clusters Score -1.294446e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -12945441.000000 Penalty: 5754.636719
	Iteration 2Q: 3 clusters Score -1.294544e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -12946698.000000 Penalty: 5754.636719
	Iteration 3Q: 3 clusters Score -1.29467e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -12948275.000000 Penalty: 5754.636719
	Iteration 4Q: 3 clusters Score -1.294828e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -12950320.000000 Penalty: 5754.636719
	Iteration 5Q: 3 clusters Score -1.295032e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -12952960.000000 Penalty: 5754.636719
	Iteration 6Q: 3 clusters Score -1.295296e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -12955947.000000 Penalty: 5754.636719
	Iteration 7F: 3 clusters Score -1.295595e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -12959039.000000 Penalty: 5754.636719
	Iteration 8F: 3 clusters Score -1.295904e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -12962449.000000 Penalty: 5754.636719
	Iteration 9F: 3 clusters Score -1.296245e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -12965724.000000 Penalty: 5754.636719
	Iteration 10F: 3 clusters Score -1.296572e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -12968444.000000 Penalty: 5754.636719
	Iteration 11Q: 3 clusters Score -1.296844e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -12970369.000000 Penalty: 5754.636719
	Iteration 12Q: 3 clusters Score -1.297037e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -12971455.000000 Penalty: 5754.636719
	Iteration 13Q: 3 clusters Score -1.297146e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -12972167.000000 Penalty: 5754.636719
	Iteration 14Q: 3 clusters Score -1.297217e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -12972773.000000 Penalty: 5754.636719
	Iteration 15Q: 3 clusters Score -1.297277e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -12973382.000000 Penalty: 5754.636719
	Iteration 16Q: 3 clusters Score -1.297338e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -12973965.000000 Penalty: 5754.636719
	Iteration 17Q: 3 clusters Score -1.297396e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -12974476.000000 Penalty: 5754.636719
	Iteration 18Q: 3 clusters Score -1.297448e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -12975042.000000 Penalty: 5754.636719
	Iteration 19Q: 3 clusters Score -1.297504e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -12975691.000000 Penalty: 5754.636719
	Iteration 20F: 3 clusters Score -1.297569e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -12976259.000000 Penalty: 5754.636719
	Iteration 21Q: 3 clusters Score -1.297626e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -12976905.000000 Penalty: 5754.636719
	Iteration 22Q: 3 clusters Score -1.29769e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -12977381.000000 Penalty: 5754.636719
	Iteration 23Q: 3 clusters Score -1.297738e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -12977836.000000 Penalty: 5754.636719
	Iteration 24Q: 3 clusters Score -1.297784e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -12978232.000000 Penalty: 5754.636719
	Iteration 25Q: 3 clusters Score -1.297823e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -12978625.000000 Penalty: 5754.636719
	Iteration 26Q: 3 clusters Score -1.297862e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -12979025.000000 Penalty: 5754.636719
	Iteration 27Q: 3 clusters Score -1.297902e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -12979420.000000 Penalty: 5754.636719
	Iteration 28Q: 3 clusters Score -1.297942e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -12979836.000000 Penalty: 5754.636719
	Iteration 29Q: 3 clusters Score -1.297984e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -12980139.000000 Penalty: 5754.636719
	Iteration 30Q: 3 clusters Score -1.298014e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -12980448.000000 Penalty: 5754.636719
	Iteration 31Q: 3 clusters Score -1.298045e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -12980731.000000 Penalty: 5754.636719
	Iteration 32Q: 3 clusters Score -1.298073e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -12981037.000000 Penalty: 5754.636719
	Iteration 33Q: 3 clusters Score -1.298104e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -12981419.000000 Penalty: 5754.636719
	Iteration 34Q: 3 clusters Score -1.298142e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -12981711.000000 Penalty: 5754.636719
	Iteration 35Q: 3 clusters Score -1.298171e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -12982064.000000 Penalty: 5754.636719
	Iteration 36Q: 3 clusters Score -1.298206e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -12982348.000000 Penalty: 5754.636719
	Iteration 37Q: 3 clusters Score -1.298235e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -12982679.000000 Penalty: 5754.636719
	Iteration 38Q: 3 clusters Score -1.298268e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -12982857.000000 Penalty: 5754.636719
	Iteration 39Q: 3 clusters Score -1.298286e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -12983164.000000 Penalty: 5754.636719
	Iteration 40F: 3 clusters Score -1.298316e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -12983398.000000 Penalty: 5754.636719
	Iteration 41Q: 3 clusters Score -1.29834e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -12983646.000000 Penalty: 5754.636719
	Iteration 42Q: 3 clusters Score -1.298365e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12983849.000000 Penalty: 5754.636719
	Iteration 43Q: 3 clusters Score -1.298385e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -12984054.000000 Penalty: 5754.636719
	Iteration 44Q: 3 clusters Score -1.298405e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -12984327.000000 Penalty: 5754.636719
	Iteration 45Q: 3 clusters Score -1.298433e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -12984513.000000 Penalty: 5754.636719
	Iteration 46Q: 3 clusters Score -1.298451e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -12984732.000000 Penalty: 5754.636719
	Iteration 47Q: 3 clusters Score -1.298473e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -12984853.000000 Penalty: 5754.636719
	Iteration 48Q: 3 clusters Score -1.298485e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -12984950.000000 Penalty: 5754.636719
	Iteration 49Q: 3 clusters Score -1.298495e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -12985060.000000 Penalty: 5754.636719
	Iteration 50Q: 3 clusters Score -1.298506e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -12985151.000000 Penalty: 5754.636719
	Iteration 51Q: 3 clusters Score -1.298515e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -12985230.000000 Penalty: 5754.636719
	Iteration 52Q: 3 clusters Score -1.298523e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -12985291.000000 Penalty: 5754.636719
	Iteration 53Q: 3 clusters Score -1.298529e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -12985324.000000 Penalty: 5754.636719
	Iteration 54Q: 3 clusters Score -1.298532e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -12985381.000000 Penalty: 5754.636719
	Iteration 55Q: 3 clusters Score -1.298538e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 105226 members 
Entering Unmasked Estep 
Score: -12985410.000000 Penalty: 5754.636719
	Iteration 56Q: 3 clusters Score -1.298541e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -12985461.000000 Penalty: 5754.636719
	Iteration 57Q: 3 clusters Score -1.298546e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 105471 members 
Entering Unmasked Estep 
Score: -12985491.000000 Penalty: 5754.636719
	Iteration 58Q: 3 clusters Score -1.298549e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -12985487.000000 Penalty: 5754.636719
	Iteration 59Q: 3 clusters Score -1.298549e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 105670 members 
Entering Unmasked Estep 
Score: -12985501.000000 Penalty: 5754.636719
	Iteration 60F: 3 clusters Score -1.29855e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -12985521.000000 Penalty: 5754.636719
	Iteration 61Q: 3 clusters Score -1.298552e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -12985528.000000 Penalty: 5754.636719
	Iteration 62Q: 3 clusters Score -1.298553e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -12985537.000000 Penalty: 5754.636719
	Iteration 63Q: 3 clusters Score -1.298554e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -12985540.000000 Penalty: 5754.636719
	Iteration 64Q: 3 clusters Score -1.298554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -12985536.000000 Penalty: 5754.636719
	Iteration 65Q: 3 clusters Score -1.298554e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -12985554.000000 Penalty: 5754.636719
	Iteration 66Q: 3 clusters Score -1.298555e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -12985602.000000 Penalty: 5754.636719
	Iteration 67Q: 3 clusters Score -1.29856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -12985594.000000 Penalty: 5754.636719
	Iteration 68Q: 3 clusters Score -1.298559e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -12985619.000000 Penalty: 5754.636719
	Iteration 69Q: 3 clusters Score -1.298562e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -12985618.000000 Penalty: 5754.636719
	Iteration 70Q: 3 clusters Score -1.298562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -12985621.000000 Penalty: 5754.636719
	Iteration 71Q: 3 clusters Score -1.298562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -12985630.000000 Penalty: 5754.636719
	Iteration 72Q: 3 clusters Score -1.298563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -12985624.000000 Penalty: 5754.636719
	Iteration 73Q: 3 clusters Score -1.298562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -12985627.000000 Penalty: 5754.636719
	Iteration 74Q: 3 clusters Score -1.298563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -12985619.000000 Penalty: 5754.636719
	Iteration 75Q: 3 clusters Score -1.298562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 106341 members 
Entering Unmasked Estep 
Score: -12985606.000000 Penalty: 5754.636719
	Iteration 76Q: 3 clusters Score -1.298561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -12985601.000000 Penalty: 5754.636719
	Iteration 77Q: 3 clusters Score -1.29856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -12985603.000000 Penalty: 5754.636719
	Iteration 78Q: 3 clusters Score -1.29856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -12985602.000000 Penalty: 5754.636719
	Iteration 79Q: 3 clusters Score -1.29856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -12985615.000000 Penalty: 5754.636719
	Iteration 80F: 3 clusters Score -1.298562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -12985601.000000 Penalty: 5754.636719
	Iteration 81Q: 3 clusters Score -1.29856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -12985597.000000 Penalty: 5754.636719
	Iteration 82Q: 3 clusters Score -1.29856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -12985599.000000 Penalty: 5754.636719
	Iteration 83Q: 3 clusters Score -1.29856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -12985594.000000 Penalty: 5754.636719
	Iteration 84Q: 3 clusters Score -1.298559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 106458 members 
Entering Unmasked Estep 
Score: -12985608.000000 Penalty: 5754.636719
	Iteration 85Q: 3 clusters Score -1.298561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -12985617.000000 Penalty: 5754.636719
	Iteration 86Q: 3 clusters Score -1.298562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -12985606.000000 Penalty: 5754.636719
	Iteration 87Q: 3 clusters Score -1.298561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -12985604.000000 Penalty: 5754.636719
	Iteration 88Q: 3 clusters Score -1.29856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -12985609.000000 Penalty: 5754.636719
	Iteration 89Q: 3 clusters Score -1.298561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -12985609.000000 Penalty: 5754.636719
	Iteration 90Q: 3 clusters Score -1.298561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -12985612.000000 Penalty: 5754.636719
	Iteration 91Q: 3 clusters Score -1.298561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -12985614.000000 Penalty: 5754.636719
	Iteration 92Q: 3 clusters Score -1.298561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -12985609.000000 Penalty: 5754.636719
	Iteration 93Q: 3 clusters Score -1.298561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -12985618.000000 Penalty: 5754.636719
	Iteration 94Q: 3 clusters Score -1.298562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -12985619.000000 Penalty: 5754.636719
	Iteration 95Q: 3 clusters Score -1.298562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -12985618.000000 Penalty: 5754.636719
	Iteration 96Q: 3 clusters Score -1.298562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -12985619.000000 Penalty: 5754.636719
	Iteration 97Q: 3 clusters Score -1.298562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -12985602.000000 Penalty: 5754.636719
	Iteration 98Q: 3 clusters Score -1.29856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -12985605.000000 Penalty: 5754.636719
	Iteration 99Q: 3 clusters Score -1.29856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -12985608.000000 Penalty: 5754.636719
	Iteration 100F: 3 clusters Score -1.298561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Entering Unmasked Estep 
Score: -9198418.000000 Penalty: 2786.449219
	Iteration 0F: 2 clusters Score -9198418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -9147652.000000 Penalty: 5572.898438
	Iteration 0F: 3 clusters Score -9147652 nChanged 35583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -9168140.000000 Penalty: 5572.898438
	Iteration 1F: 3 clusters Score -9168140 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -9169156.000000 Penalty: 5572.898438
	Iteration 2Q: 3 clusters Score -9169156 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -9170490.000000 Penalty: 5572.898438
	Iteration 3Q: 3 clusters Score -9170490 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -9172442.000000 Penalty: 5572.898438
	Iteration 4F: 3 clusters Score -9172442 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -9175310.000000 Penalty: 5572.898438
	Iteration 5F: 3 clusters Score -9175310 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -9179095.000000 Penalty: 5572.898438
	Iteration 6F: 3 clusters Score -9179095 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -9183124.000000 Penalty: 5572.898438
	Iteration 7F: 3 clusters Score -9183124 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -9186482.000000 Penalty: 5572.898438
	Iteration 8F: 3 clusters Score -9186482 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -9188867.000000 Penalty: 5572.898438
	Iteration 9Q: 3 clusters Score -9188867 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -9190331.000000 Penalty: 5572.898438
	Iteration 10Q: 3 clusters Score -9190331 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -9191231.000000 Penalty: 5572.898438
	Iteration 11Q: 3 clusters Score -9191231 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -9191844.000000 Penalty: 5572.898438
	Iteration 12Q: 3 clusters Score -9191844 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -9192326.000000 Penalty: 5572.898438
	Iteration 13Q: 3 clusters Score -9192326 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -9192716.000000 Penalty: 5572.898438
	Iteration 14Q: 3 clusters Score -9192716 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -9193083.000000 Penalty: 5572.898438
	Iteration 15Q: 3 clusters Score -9193083 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -9193485.000000 Penalty: 5572.898438
	Iteration 16Q: 3 clusters Score -9193485 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -9193773.000000 Penalty: 5572.898438
	Iteration 17Q: 3 clusters Score -9193773 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -9194071.000000 Penalty: 5572.898438
	Iteration 18Q: 3 clusters Score -9194071 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -9194346.000000 Penalty: 5572.898438
	Iteration 19Q: 3 clusters Score -9194346 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -9194561.000000 Penalty: 5572.898438
	Iteration 20F: 3 clusters Score -9194561 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -9194721.000000 Penalty: 5572.898438
	Iteration 21Q: 3 clusters Score -9194721 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -9194895.000000 Penalty: 5572.898438
	Iteration 22Q: 3 clusters Score -9194895 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -9195074.000000 Penalty: 5572.898438
	Iteration 23Q: 3 clusters Score -9195074 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9195185.000000 Penalty: 5572.898438
	Iteration 24Q: 3 clusters Score -9195185 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9195289.000000 Penalty: 5572.898438
	Iteration 25Q: 3 clusters Score -9195289 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9195419.000000 Penalty: 5572.898438
	Iteration 26Q: 3 clusters Score -9195419 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9195501.000000 Penalty: 5572.898438
	Iteration 27Q: 3 clusters Score -9195501 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9195545.000000 Penalty: 5572.898438
	Iteration 28Q: 3 clusters Score -9195545 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9195617.000000 Penalty: 5572.898438
	Iteration 29Q: 3 clusters Score -9195617 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9195682.000000 Penalty: 5572.898438
	Iteration 30Q: 3 clusters Score -9195682 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9195740.000000 Penalty: 5572.898438
	Iteration 31Q: 3 clusters Score -9195740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9195779.000000 Penalty: 5572.898438
	Iteration 32Q: 3 clusters Score -9195779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9195808.000000 Penalty: 5572.898438
	Iteration 33Q: 3 clusters Score -9195808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9195826.000000 Penalty: 5572.898438
	Iteration 34Q: 3 clusters Score -9195826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9195860.000000 Penalty: 5572.898438
	Iteration 35Q: 3 clusters Score -9195860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9195894.000000 Penalty: 5572.898438
	Iteration 36Q: 3 clusters Score -9195894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9195921.000000 Penalty: 5572.898438
	Iteration 37Q: 3 clusters Score -9195921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9195925.000000 Penalty: 5572.898438
	Iteration 38Q: 3 clusters Score -9195925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9195930.000000 Penalty: 5572.898438
	Iteration 39Q: 3 clusters Score -9195930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9195955.000000 Penalty: 5572.898438
	Iteration 40F: 3 clusters Score -9195955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9195964.000000 Penalty: 5572.898438
	Iteration 41Q: 3 clusters Score -9195964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9195983.000000 Penalty: 5572.898438
	Iteration 42Q: 3 clusters Score -9195983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9196001.000000 Penalty: 5572.898438
	Iteration 43Q: 3 clusters Score -9196001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9196009.000000 Penalty: 5572.898438
	Iteration 44Q: 3 clusters Score -9196009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9196022.000000 Penalty: 5572.898438
	Iteration 45Q: 3 clusters Score -9196022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9196028.000000 Penalty: 5572.898438
	Iteration 46Q: 3 clusters Score -9196028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9196028.000000 Penalty: 5572.898438
	Iteration 47Q: 3 clusters Score -9196028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9196042.000000 Penalty: 5572.898438
	Iteration 48Q: 3 clusters Score -9196042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9196050.000000 Penalty: 5572.898438
	Iteration 49Q: 3 clusters Score -9196050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9196041.000000 Penalty: 5572.898438
	Iteration 50Q: 3 clusters Score -9196041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9196058.000000 Penalty: 5572.898438
	Iteration 51Q: 3 clusters Score -9196058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9196064.000000 Penalty: 5572.898438
	Iteration 52Q: 3 clusters Score -9196064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9196058.000000 Penalty: 5572.898438
	Iteration 53Q: 3 clusters Score -9196058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9196058.000000 Penalty: 5572.898438
	Iteration 54Q: 3 clusters Score -9196058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9196073.000000 Penalty: 5572.898438
	Iteration 55Q: 3 clusters Score -9196073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9196071.000000 Penalty: 5572.898438
	Iteration 56Q: 3 clusters Score -9196071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9196072.000000 Penalty: 5572.898438
	Iteration 57Q: 3 clusters Score -9196072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9196067.000000 Penalty: 5572.898438
	Iteration 58Q: 3 clusters Score -9196067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9196071.000000 Penalty: 5572.898438
	Iteration 59Q: 3 clusters Score -9196071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9196066.000000 Penalty: 5572.898438
	Iteration 60F: 3 clusters Score -9196066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9196068.000000 Penalty: 5572.898438
	Iteration 61Q: 3 clusters Score -9196068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9196068.000000 Penalty: 5572.898438
	Iteration 62F: 3 clusters Score -9196068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -415327.718750 Penalty: 2020.240112
	Iteration 0F: 2 clusters Score -415327.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -411771.093750 Penalty: 4040.480225
	Iteration 0F: 3 clusters Score -411771.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412497.593750 Penalty: 4040.480225
	Iteration 1F: 3 clusters Score -412497.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -412666.343750 Penalty: 4040.480225
	Iteration 2F: 3 clusters Score -412666.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -412754.906250 Penalty: 4040.480225
	Iteration 3Q: 3 clusters Score -412754.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -412810.437500 Penalty: 4040.480225
	Iteration 4Q: 3 clusters Score -412810.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -412846.906250 Penalty: 4040.480225
	Iteration 5Q: 3 clusters Score -412846.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -412878.187500 Penalty: 4040.480225
	Iteration 6Q: 3 clusters Score -412878.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -412902.718750 Penalty: 4040.480225
	Iteration 7Q: 3 clusters Score -412902.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -412922.343750 Penalty: 4040.480225
	Iteration 8Q: 3 clusters Score -412922.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -412944.062500 Penalty: 4040.480225
	Iteration 9Q: 3 clusters Score -412944.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -412961.281250 Penalty: 4040.480225
	Iteration 10Q: 3 clusters Score -412961.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -412976.187500 Penalty: 4040.480225
	Iteration 11Q: 3 clusters Score -412976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -412990.843750 Penalty: 4040.480225
	Iteration 12Q: 3 clusters Score -412990.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -413006.781250 Penalty: 4040.480225
	Iteration 13Q: 3 clusters Score -413006.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -413033.687500 Penalty: 4040.480225
	Iteration 14Q: 3 clusters Score -413033.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -413054.375000 Penalty: 4040.480225
	Iteration 15Q: 3 clusters Score -413054.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -413074.406250 Penalty: 4040.480225
	Iteration 16Q: 3 clusters Score -413074.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -413094.875000 Penalty: 4040.480225
	Iteration 17Q: 3 clusters Score -413094.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -413116.906250 Penalty: 4040.480225
	Iteration 18Q: 3 clusters Score -413116.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -413143.500000 Penalty: 4040.480225
	Iteration 19Q: 3 clusters Score -413143.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -413163.718750 Penalty: 4040.480225
	Iteration 20F: 3 clusters Score -413163.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -413186.218750 Penalty: 4040.480225
	Iteration 21Q: 3 clusters Score -413186.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -413218.375000 Penalty: 4040.480225
	Iteration 22Q: 3 clusters Score -413218.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -413257.625000 Penalty: 4040.480225
	Iteration 23Q: 3 clusters Score -413257.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -413303.156250 Penalty: 4040.480225
	Iteration 24Q: 3 clusters Score -413303.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -413353.750000 Penalty: 4040.480225
	Iteration 25Q: 3 clusters Score -413353.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -413405.687500 Penalty: 4040.480225
	Iteration 26Q: 3 clusters Score -413405.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -413454.406250 Penalty: 4040.480225
	Iteration 27Q: 3 clusters Score -413454.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -413514.437500 Penalty: 4040.480225
	Iteration 28Q: 3 clusters Score -413514.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -413568.812500 Penalty: 4040.480225
	Iteration 29Q: 3 clusters Score -413568.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -413621.656250 Penalty: 4040.480225
	Iteration 30Q: 3 clusters Score -413621.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -413665.625000 Penalty: 4040.480225
	Iteration 31Q: 3 clusters Score -413665.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -413712.750000 Penalty: 4040.480225
	Iteration 32Q: 3 clusters Score -413712.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -413741.218750 Penalty: 4040.480225
	Iteration 33Q: 3 clusters Score -413741.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -413758.750000 Penalty: 4040.480225
	Iteration 34Q: 3 clusters Score -413758.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -413785.593750 Penalty: 4040.480225
	Iteration 35Q: 3 clusters Score -413785.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -413811.343750 Penalty: 4040.480225
	Iteration 36Q: 3 clusters Score -413811.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -413827.562500 Penalty: 4040.480225
	Iteration 37Q: 3 clusters Score -413827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -413835.843750 Penalty: 4040.480225
	Iteration 38Q: 3 clusters Score -413835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -413844.875000 Penalty: 4040.480225
	Iteration 39Q: 3 clusters Score -413844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -413850.687500 Penalty: 4040.480225
	Iteration 40F: 3 clusters Score -413850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -413855.562500 Penalty: 4040.480225
	Iteration 41Q: 3 clusters Score -413855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -413859.625000 Penalty: 4040.480225
	Iteration 42Q: 3 clusters Score -413859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -413861.562500 Penalty: 4040.480225
	Iteration 43Q: 3 clusters Score -413861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -413863.750000 Penalty: 4040.480225
	Iteration 44Q: 3 clusters Score -413863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -413863.375000 Penalty: 4040.480225
	Iteration 45Q: 3 clusters Score -413863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -413865.187500 Penalty: 4040.480225
	Iteration 46Q: 3 clusters Score -413865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -413869.250000 Penalty: 4040.480225
	Iteration 47Q: 3 clusters Score -413869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -413874.843750 Penalty: 4040.480225
	Iteration 48Q: 3 clusters Score -413874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -413881.968750 Penalty: 4040.480225
	Iteration 49Q: 3 clusters Score -413882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -413888.281250 Penalty: 4040.480225
	Iteration 50Q: 3 clusters Score -413888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -413889.906250 Penalty: 4040.480225
	Iteration 51Q: 3 clusters Score -413889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -413891.625000 Penalty: 4040.480225
	Iteration 52Q: 3 clusters Score -413891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -413894.875000 Penalty: 4040.480225
	Iteration 53Q: 3 clusters Score -413894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -413896.218750 Penalty: 4040.480225
	Iteration 54Q: 3 clusters Score -413896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -413896.218750 Penalty: 4040.480225
	Iteration 55F: 3 clusters Score -413896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Entering Unmasked Estep 
Score: -1938958.750000 Penalty: 2416.532227
	Iteration 0F: 2 clusters Score -1938959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1926810.125000 Penalty: 4833.064453
	Iteration 0F: 3 clusters Score -1926810 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1931080.250000 Penalty: 4833.064453
	Iteration 1F: 3 clusters Score -1931080 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1931830.625000 Penalty: 4833.064453
	Iteration 2F: 3 clusters Score -1931831 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1932599.000000 Penalty: 4833.064453
	Iteration 3F: 3 clusters Score -1932599 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1933348.875000 Penalty: 4833.064453
	Iteration 4F: 3 clusters Score -1933349 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1934042.500000 Penalty: 4833.064453
	Iteration 5F: 3 clusters Score -1934042 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1934614.250000 Penalty: 4833.064453
	Iteration 6F: 3 clusters Score -1934614 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1935127.250000 Penalty: 4833.064453
	Iteration 7Q: 3 clusters Score -1935127 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1935556.625000 Penalty: 4833.064453
	Iteration 8Q: 3 clusters Score -1935557 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1935918.375000 Penalty: 4833.064453
	Iteration 9Q: 3 clusters Score -1935918 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1936177.625000 Penalty: 4833.064453
	Iteration 10Q: 3 clusters Score -1936178 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1936407.250000 Penalty: 4833.064453
	Iteration 11Q: 3 clusters Score -1936407 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1936594.125000 Penalty: 4833.064453
	Iteration 12Q: 3 clusters Score -1936594 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1936748.500000 Penalty: 4833.064453
	Iteration 13Q: 3 clusters Score -1936748 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1936917.375000 Penalty: 4833.064453
	Iteration 14Q: 3 clusters Score -1936917 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1937069.625000 Penalty: 4833.064453
	Iteration 15Q: 3 clusters Score -1937070 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1937240.125000 Penalty: 4833.064453
	Iteration 16Q: 3 clusters Score -1937240 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1937370.250000 Penalty: 4833.064453
	Iteration 17Q: 3 clusters Score -1937370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1937487.875000 Penalty: 4833.064453
	Iteration 18Q: 3 clusters Score -1937488 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1937594.750000 Penalty: 4833.064453
	Iteration 19Q: 3 clusters Score -1937595 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1937678.000000 Penalty: 4833.064453
	Iteration 20F: 3 clusters Score -1937678 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1937744.500000 Penalty: 4833.064453
	Iteration 21Q: 3 clusters Score -1937744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1937818.125000 Penalty: 4833.064453
	Iteration 22Q: 3 clusters Score -1937818 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1937874.000000 Penalty: 4833.064453
	Iteration 23Q: 3 clusters Score -1937874 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1937902.000000 Penalty: 4833.064453
	Iteration 24Q: 3 clusters Score -1937902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1937936.875000 Penalty: 4833.064453
	Iteration 25Q: 3 clusters Score -1937937 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1937964.500000 Penalty: 4833.064453
	Iteration 26Q: 3 clusters Score -1937964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1937976.000000 Penalty: 4833.064453
	Iteration 27Q: 3 clusters Score -1937976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1937991.500000 Penalty: 4833.064453
	Iteration 28Q: 3 clusters Score -1937992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1938006.250000 Penalty: 4833.064453
	Iteration 29Q: 3 clusters Score -1938006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1938021.000000 Penalty: 4833.064453
	Iteration 30Q: 3 clusters Score -1938021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1938021.500000 Penalty: 4833.064453
	Iteration 31Q: 3 clusters Score -1938022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1938033.000000 Penalty: 4833.064453
	Iteration 32Q: 3 clusters Score -1938033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1938034.250000 Penalty: 4833.064453
	Iteration 33Q: 3 clusters Score -1938034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1938037.125000 Penalty: 4833.064453
	Iteration 34Q: 3 clusters Score -1938037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1938040.375000 Penalty: 4833.064453
	Iteration 35Q: 3 clusters Score -1938040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1938043.250000 Penalty: 4833.064453
	Iteration 36Q: 3 clusters Score -1938043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1938042.000000 Penalty: 4833.064453
	Iteration 37Q: 3 clusters Score -1938042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1938041.625000 Penalty: 4833.064453
	Iteration 38Q: 3 clusters Score -1938042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1938044.625000 Penalty: 4833.064453
	Iteration 39Q: 3 clusters Score -1938045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1938044.125000 Penalty: 4833.064453
	Iteration 40F: 3 clusters Score -1938044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1938039.000000 Penalty: 4833.064453
	Iteration 41Q: 3 clusters Score -1938039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1938039.500000 Penalty: 4833.064453
	Iteration 42Q: 3 clusters Score -1938040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1938041.250000 Penalty: 4833.064453
	Iteration 43Q: 3 clusters Score -1938041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1938041.250000 Penalty: 4833.064453
	Iteration 44F: 3 clusters Score -1938041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Entering Unmasked Estep 
Score: -3990335.000000 Penalty: 2596.670898
	Iteration 0F: 2 clusters Score -3990335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3966365.750000 Penalty: 5193.341797
	Iteration 0F: 3 clusters Score -3966366 nChanged 16055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3975544.750000 Penalty: 5193.341797
	Iteration 1F: 3 clusters Score -3975545 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3976543.250000 Penalty: 5193.341797
	Iteration 2F: 3 clusters Score -3976543 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3977607.250000 Penalty: 5193.341797
	Iteration 3F: 3 clusters Score -3977607 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3978898.500000 Penalty: 5193.341797
	Iteration 4F: 3 clusters Score -3978898 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -3980309.250000 Penalty: 5193.341797
	Iteration 5F: 3 clusters Score -3980309 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3981927.000000 Penalty: 5193.341797
	Iteration 6F: 3 clusters Score -3981927 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3983482.500000 Penalty: 5193.341797
	Iteration 7F: 3 clusters Score -3983482 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3984633.000000 Penalty: 5193.341797
	Iteration 8Q: 3 clusters Score -3984633 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3985365.000000 Penalty: 5193.341797
	Iteration 9Q: 3 clusters Score -3985365 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3985796.750000 Penalty: 5193.341797
	Iteration 10Q: 3 clusters Score -3985797 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3986088.750000 Penalty: 5193.341797
	Iteration 11Q: 3 clusters Score -3986089 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3986266.250000 Penalty: 5193.341797
	Iteration 12Q: 3 clusters Score -3986266 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3986461.500000 Penalty: 5193.341797
	Iteration 13Q: 3 clusters Score -3986462 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3986635.000000 Penalty: 5193.341797
	Iteration 14Q: 3 clusters Score -3986635 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3986775.000000 Penalty: 5193.341797
	Iteration 15Q: 3 clusters Score -3986775 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3986929.750000 Penalty: 5193.341797
	Iteration 16Q: 3 clusters Score -3986930 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3987091.250000 Penalty: 5193.341797
	Iteration 17Q: 3 clusters Score -3987091 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3987205.750000 Penalty: 5193.341797
	Iteration 18Q: 3 clusters Score -3987206 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3987300.750000 Penalty: 5193.341797
	Iteration 19Q: 3 clusters Score -3987301 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3987411.000000 Penalty: 5193.341797
	Iteration 20F: 3 clusters Score -3987411 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3987508.250000 Penalty: 5193.341797
	Iteration 21Q: 3 clusters Score -3987508 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3987596.500000 Penalty: 5193.341797
	Iteration 22Q: 3 clusters Score -3987596 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3987688.250000 Penalty: 5193.341797
	Iteration 23Q: 3 clusters Score -3987688 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3987742.250000 Penalty: 5193.341797
	Iteration 24Q: 3 clusters Score -3987742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3987806.000000 Penalty: 5193.341797
	Iteration 25Q: 3 clusters Score -3987806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3987881.750000 Penalty: 5193.341797
	Iteration 26Q: 3 clusters Score -3987882 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3987959.750000 Penalty: 5193.341797
	Iteration 27Q: 3 clusters Score -3987960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3988030.000000 Penalty: 5193.341797
	Iteration 28Q: 3 clusters Score -3988030 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -3988071.250000 Penalty: 5193.341797
	Iteration 29Q: 3 clusters Score -3988071 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3988099.250000 Penalty: 5193.341797
	Iteration 30Q: 3 clusters Score -3988099 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3988124.500000 Penalty: 5193.341797
	Iteration 31Q: 3 clusters Score -3988124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3988158.500000 Penalty: 5193.341797
	Iteration 32Q: 3 clusters Score -3988158 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3988193.500000 Penalty: 5193.341797
	Iteration 33Q: 3 clusters Score -3988194 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -3988222.750000 Penalty: 5193.341797
	Iteration 34Q: 3 clusters Score -3988223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3988260.000000 Penalty: 5193.341797
	Iteration 35Q: 3 clusters Score -3988260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -3988284.500000 Penalty: 5193.341797
	Iteration 36Q: 3 clusters Score -3988284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3988301.750000 Penalty: 5193.341797
	Iteration 37Q: 3 clusters Score -3988302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3988328.750000 Penalty: 5193.341797
	Iteration 38Q: 3 clusters Score -3988329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -3988331.750000 Penalty: 5193.341797
	Iteration 39Q: 3 clusters Score -3988332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3988339.250000 Penalty: 5193.341797
	Iteration 40F: 3 clusters Score -3988339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -3988350.750000 Penalty: 5193.341797
	Iteration 41Q: 3 clusters Score -3988351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -3988360.000000 Penalty: 5193.341797
	Iteration 42Q: 3 clusters Score -3988360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3988376.750000 Penalty: 5193.341797
	Iteration 43Q: 3 clusters Score -3988377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3988398.000000 Penalty: 5193.341797
	Iteration 44Q: 3 clusters Score -3988398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -3988413.500000 Penalty: 5193.341797
	Iteration 45Q: 3 clusters Score -3988414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -3988430.250000 Penalty: 5193.341797
	Iteration 46Q: 3 clusters Score -3988430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3988449.000000 Penalty: 5193.341797
	Iteration 47Q: 3 clusters Score -3988449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3988460.750000 Penalty: 5193.341797
	Iteration 48Q: 3 clusters Score -3988461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3988470.250000 Penalty: 5193.341797
	Iteration 49Q: 3 clusters Score -3988470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -3988478.250000 Penalty: 5193.341797
	Iteration 50Q: 3 clusters Score -3988478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3988475.750000 Penalty: 5193.341797
	Iteration 51Q: 3 clusters Score -3988476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -3988485.750000 Penalty: 5193.341797
	Iteration 52Q: 3 clusters Score -3988486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3988492.750000 Penalty: 5193.341797
	Iteration 53Q: 3 clusters Score -3988493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3988503.500000 Penalty: 5193.341797
	Iteration 54Q: 3 clusters Score -3988504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3988496.000000 Penalty: 5193.341797
	Iteration 55Q: 3 clusters Score -3988496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -3988516.250000 Penalty: 5193.341797
	Iteration 56Q: 3 clusters Score -3988516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3988524.250000 Penalty: 5193.341797
	Iteration 57Q: 3 clusters Score -3988524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3988530.000000 Penalty: 5193.341797
	Iteration 58Q: 3 clusters Score -3988530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -3988546.000000 Penalty: 5193.341797
	Iteration 59Q: 3 clusters Score -3988546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -3988561.000000 Penalty: 5193.341797
	Iteration 60F: 3 clusters Score -3988561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3988574.500000 Penalty: 5193.341797
	Iteration 61Q: 3 clusters Score -3988574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -3988573.750000 Penalty: 5193.341797
	Iteration 62Q: 3 clusters Score -3988574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -3988582.750000 Penalty: 5193.341797
	Iteration 63Q: 3 clusters Score -3988583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -3988582.500000 Penalty: 5193.341797
	Iteration 64Q: 3 clusters Score -3988582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3988581.750000 Penalty: 5193.341797
	Iteration 65Q: 3 clusters Score -3988582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3988584.000000 Penalty: 5193.341797
	Iteration 66Q: 3 clusters Score -3988584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3988595.000000 Penalty: 5193.341797
	Iteration 67Q: 3 clusters Score -3988595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -3988597.250000 Penalty: 5193.341797
	Iteration 68Q: 3 clusters Score -3988597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3988597.500000 Penalty: 5193.341797
	Iteration 69Q: 3 clusters Score -3988598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3988597.250000 Penalty: 5193.341797
	Iteration 70Q: 3 clusters Score -3988597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3988597.500000 Penalty: 5193.341797
	Iteration 71Q: 3 clusters Score -3988598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -3988599.000000 Penalty: 5193.341797
	Iteration 72Q: 3 clusters Score -3988599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3988602.000000 Penalty: 5193.341797
	Iteration 73Q: 3 clusters Score -3988602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3988600.000000 Penalty: 5193.341797
	Iteration 74Q: 3 clusters Score -3988600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3988604.750000 Penalty: 5193.341797
	Iteration 75Q: 3 clusters Score -3988605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3988608.500000 Penalty: 5193.341797
	Iteration 76Q: 3 clusters Score -3988608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -3988608.750000 Penalty: 5193.341797
	Iteration 77Q: 3 clusters Score -3988609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -3988608.250000 Penalty: 5193.341797
	Iteration 78Q: 3 clusters Score -3988608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3988610.750000 Penalty: 5193.341797
	Iteration 79Q: 3 clusters Score -3988611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -3988609.000000 Penalty: 5193.341797
	Iteration 80F: 3 clusters Score -3988609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3988606.250000 Penalty: 5193.341797
	Iteration 81Q: 3 clusters Score -3988606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -3988612.000000 Penalty: 5193.341797
	Iteration 82Q: 3 clusters Score -3988612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3988607.250000 Penalty: 5193.341797
	Iteration 83Q: 3 clusters Score -3988607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3988607.000000 Penalty: 5193.341797
	Iteration 84Q: 3 clusters Score -3988607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3988607.000000 Penalty: 5193.341797
	Iteration 85F: 3 clusters Score -3988607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -124239.945312 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -124239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122292.101562 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -122292.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123139.742188 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -123139.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -123598.835938 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -123598.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -123896.476562 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -123896.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -124153.945312 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -124153.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -124517.492188 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -124517.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -125199.367188 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -125199.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -125461.039062 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -125461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -125515.132812 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -125515.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -125579.703125 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -125579.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -125618.140625 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -125618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -125624.796875 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -125624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -125627.796875 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -125627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -125627.796875 Penalty: 3509.181641
	Iteration 13F: 3 clusters Score -125627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 92537 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 163488 members 
Mstep: Class 7 contains 81492 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 30156 members 
Mstep: Class 11 contains 170595 members 
Mstep: Class 12 contains 63124 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27204 members 
Mstep: Class 15 contains 47920 members 
Mstep: Class 16 contains 109326 members 
Mstep: Class 17 contains 75787 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 35258 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240477 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5756 members 
Mstep: Class 35 contains 160931 members 
Mstep: Class 36 contains 952 members 
Entering Unmasked Estep 
Score: -205573216.000000 Penalty: 128518.421875
Splitting cluster 21 changes total score from -205573840.000000 to -205573216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2116177.500000 Penalty: 2442.821533
	Iteration 0F: 2 clusters Score -2116178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2102559.750000 Penalty: 4885.643066
	Iteration 0F: 3 clusters Score -2102560 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2107286.000000 Penalty: 4885.643066
	Iteration 1F: 3 clusters Score -2107286 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2107755.500000 Penalty: 4885.643066
	Iteration 2F: 3 clusters Score -2107756 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2108196.250000 Penalty: 4885.643066
	Iteration 3F: 3 clusters Score -2108196 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2108676.500000 Penalty: 4885.643066
	Iteration 4Q: 3 clusters Score -2108676 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2109221.750000 Penalty: 4885.643066
	Iteration 5F: 3 clusters Score -2109222 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2109835.000000 Penalty: 4885.643066
	Iteration 6F: 3 clusters Score -2109835 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2110495.000000 Penalty: 4885.643066
	Iteration 7F: 3 clusters Score -2110495 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2111151.500000 Penalty: 4885.643066
	Iteration 8F: 3 clusters Score -2111152 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2111777.250000 Penalty: 4885.643066
	Iteration 9Q: 3 clusters Score -2111777 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2112360.500000 Penalty: 4885.643066
	Iteration 10Q: 3 clusters Score -2112360 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2112856.750000 Penalty: 4885.643066
	Iteration 11Q: 3 clusters Score -2112857 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2113309.000000 Penalty: 4885.643066
	Iteration 12Q: 3 clusters Score -2113309 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2113628.250000 Penalty: 4885.643066
	Iteration 13Q: 3 clusters Score -2113628 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2113849.000000 Penalty: 4885.643066
	Iteration 14Q: 3 clusters Score -2113849 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2114005.000000 Penalty: 4885.643066
	Iteration 15Q: 3 clusters Score -2114005 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2114110.250000 Penalty: 4885.643066
	Iteration 16Q: 3 clusters Score -2114110 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2114187.000000 Penalty: 4885.643066
	Iteration 17Q: 3 clusters Score -2114187 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2114257.000000 Penalty: 4885.643066
	Iteration 18Q: 3 clusters Score -2114257 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2114312.250000 Penalty: 4885.643066
	Iteration 19Q: 3 clusters Score -2114312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2114341.500000 Penalty: 4885.643066
	Iteration 20F: 3 clusters Score -2114342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2114372.750000 Penalty: 4885.643066
	Iteration 21Q: 3 clusters Score -2114373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2114411.000000 Penalty: 4885.643066
	Iteration 22Q: 3 clusters Score -2114411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2114445.000000 Penalty: 4885.643066
	Iteration 23Q: 3 clusters Score -2114445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2114473.000000 Penalty: 4885.643066
	Iteration 24Q: 3 clusters Score -2114473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2114491.750000 Penalty: 4885.643066
	Iteration 25Q: 3 clusters Score -2114492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2114504.750000 Penalty: 4885.643066
	Iteration 26Q: 3 clusters Score -2114505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2114516.750000 Penalty: 4885.643066
	Iteration 27Q: 3 clusters Score -2114517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2114537.000000 Penalty: 4885.643066
	Iteration 28Q: 3 clusters Score -2114537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2114535.750000 Penalty: 4885.643066
	Iteration 29Q: 3 clusters Score -2114536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2114542.500000 Penalty: 4885.643066
	Iteration 30Q: 3 clusters Score -2114542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2114553.000000 Penalty: 4885.643066
	Iteration 31Q: 3 clusters Score -2114553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2114556.500000 Penalty: 4885.643066
	Iteration 32Q: 3 clusters Score -2114556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2114562.500000 Penalty: 4885.643066
	Iteration 33Q: 3 clusters Score -2114562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2114568.250000 Penalty: 4885.643066
	Iteration 34Q: 3 clusters Score -2114568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2114569.750000 Penalty: 4885.643066
	Iteration 35Q: 3 clusters Score -2114570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2114572.500000 Penalty: 4885.643066
	Iteration 36Q: 3 clusters Score -2114572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2114575.500000 Penalty: 4885.643066
	Iteration 37Q: 3 clusters Score -2114576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2114574.250000 Penalty: 4885.643066
	Iteration 38Q: 3 clusters Score -2114574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2114583.500000 Penalty: 4885.643066
	Iteration 39Q: 3 clusters Score -2114584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2114590.500000 Penalty: 4885.643066
	Iteration 40F: 3 clusters Score -2114590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2114593.000000 Penalty: 4885.643066
	Iteration 41Q: 3 clusters Score -2114593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2114610.250000 Penalty: 4885.643066
	Iteration 42Q: 3 clusters Score -2114610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2114610.000000 Penalty: 4885.643066
	Iteration 43Q: 3 clusters Score -2114610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2114614.250000 Penalty: 4885.643066
	Iteration 44Q: 3 clusters Score -2114614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2114612.000000 Penalty: 4885.643066
	Iteration 45Q: 3 clusters Score -2114612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2114613.000000 Penalty: 4885.643066
	Iteration 46Q: 3 clusters Score -2114613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2114612.500000 Penalty: 4885.643066
	Iteration 47Q: 3 clusters Score -2114612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2114612.500000 Penalty: 4885.643066
	Iteration 48F: 3 clusters Score -2114612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Entering Unmasked Estep 
Score: -879187.437500 Penalty: 2212.951416
	Iteration 0F: 2 clusters Score -879187.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -873198.562500 Penalty: 4425.902832
	Iteration 0F: 3 clusters Score -873198.6 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -875195.250000 Penalty: 4425.902832
	Iteration 1F: 3 clusters Score -875195.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -876067.250000 Penalty: 4425.902832
	Iteration 2F: 3 clusters Score -876067.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -876840.812500 Penalty: 4425.902832
	Iteration 3F: 3 clusters Score -876840.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -877508.312500 Penalty: 4425.902832
	Iteration 4F: 3 clusters Score -877508.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -878015.500000 Penalty: 4425.902832
	Iteration 5F: 3 clusters Score -878015.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -878354.625000 Penalty: 4425.902832
	Iteration 6Q: 3 clusters Score -878354.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -878654.062500 Penalty: 4425.902832
	Iteration 7Q: 3 clusters Score -878654.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -878876.562500 Penalty: 4425.902832
	Iteration 8Q: 3 clusters Score -878876.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -878997.000000 Penalty: 4425.902832
	Iteration 9Q: 3 clusters Score -878997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -879049.312500 Penalty: 4425.902832
	Iteration 10Q: 3 clusters Score -879049.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -879066.062500 Penalty: 4425.902832
	Iteration 11Q: 3 clusters Score -879066.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -879078.125000 Penalty: 4425.902832
	Iteration 12Q: 3 clusters Score -879078.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -879080.312500 Penalty: 4425.902832
	Iteration 13Q: 3 clusters Score -879080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -879086.125000 Penalty: 4425.902832
	Iteration 14Q: 3 clusters Score -879086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -879089.875000 Penalty: 4425.902832
	Iteration 15Q: 3 clusters Score -879089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -879090.687500 Penalty: 4425.902832
	Iteration 16Q: 3 clusters Score -879090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -879092.812500 Penalty: 4425.902832
	Iteration 17Q: 3 clusters Score -879092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -879091.062500 Penalty: 4425.902832
	Iteration 18Q: 3 clusters Score -879091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -879094.875000 Penalty: 4425.902832
	Iteration 19Q: 3 clusters Score -879094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -879100.500000 Penalty: 4425.902832
	Iteration 20F: 3 clusters Score -879100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -879101.750000 Penalty: 4425.902832
	Iteration 21Q: 3 clusters Score -879101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -879100.000000 Penalty: 4425.902832
	Iteration 22Q: 3 clusters Score -879100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -879101.187500 Penalty: 4425.902832
	Iteration 23Q: 3 clusters Score -879101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -879101.125000 Penalty: 4425.902832
	Iteration 24Q: 3 clusters Score -879101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -879100.125000 Penalty: 4425.902832
	Iteration 25Q: 3 clusters Score -879100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -879101.687500 Penalty: 4425.902832
	Iteration 26Q: 3 clusters Score -879101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -879102.187500 Penalty: 4425.902832
	Iteration 27Q: 3 clusters Score -879102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -879101.750000 Penalty: 4425.902832
	Iteration 28Q: 3 clusters Score -879101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -879101.750000 Penalty: 4425.902832
	Iteration 29F: 3 clusters Score -879101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Entering Unmasked Estep 
Score: -4759879.000000 Penalty: 2628.770020
	Iteration 0F: 2 clusters Score -4759879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4732671.500000 Penalty: 5257.540039
	Iteration 0F: 3 clusters Score -4732672 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4742848.000000 Penalty: 5257.540039
	Iteration 1F: 3 clusters Score -4742848 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4743449.000000 Penalty: 5257.540039
	Iteration 2Q: 3 clusters Score -4743449 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4744195.000000 Penalty: 5257.540039
	Iteration 3Q: 3 clusters Score -4744195 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4745106.000000 Penalty: 5257.540039
	Iteration 4Q: 3 clusters Score -4745106 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -4746657.000000 Penalty: 5257.540039
	Iteration 5F: 3 clusters Score -4746657 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4748810.000000 Penalty: 5257.540039
	Iteration 6F: 3 clusters Score -4748810 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4751403.500000 Penalty: 5257.540039
	Iteration 7F: 3 clusters Score -4751404 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4753954.500000 Penalty: 5257.540039
	Iteration 8F: 3 clusters Score -4753954 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4755666.500000 Penalty: 5257.540039
	Iteration 9Q: 3 clusters Score -4755666 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4756632.500000 Penalty: 5257.540039
	Iteration 10Q: 3 clusters Score -4756632 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -4757163.000000 Penalty: 5257.540039
	Iteration 11Q: 3 clusters Score -4757163 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4757431.500000 Penalty: 5257.540039
	Iteration 12Q: 3 clusters Score -4757432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -4757585.000000 Penalty: 5257.540039
	Iteration 13Q: 3 clusters Score -4757585 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4757680.000000 Penalty: 5257.540039
	Iteration 14Q: 3 clusters Score -4757680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4757757.500000 Penalty: 5257.540039
	Iteration 15Q: 3 clusters Score -4757758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -4757817.000000 Penalty: 5257.540039
	Iteration 16Q: 3 clusters Score -4757817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -4757850.000000 Penalty: 5257.540039
	Iteration 17Q: 3 clusters Score -4757850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -4757877.500000 Penalty: 5257.540039
	Iteration 18Q: 3 clusters Score -4757878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4757889.000000 Penalty: 5257.540039
	Iteration 19Q: 3 clusters Score -4757889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -4757897.500000 Penalty: 5257.540039
	Iteration 20F: 3 clusters Score -4757898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4757911.500000 Penalty: 5257.540039
	Iteration 21Q: 3 clusters Score -4757912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -4757922.000000 Penalty: 5257.540039
	Iteration 22Q: 3 clusters Score -4757922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -4757924.000000 Penalty: 5257.540039
	Iteration 23Q: 3 clusters Score -4757924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -4757934.000000 Penalty: 5257.540039
	Iteration 24Q: 3 clusters Score -4757934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4757937.500000 Penalty: 5257.540039
	Iteration 25Q: 3 clusters Score -4757938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -4757948.000000 Penalty: 5257.540039
	Iteration 26Q: 3 clusters Score -4757948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4757957.000000 Penalty: 5257.540039
	Iteration 27Q: 3 clusters Score -4757957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4757958.500000 Penalty: 5257.540039
	Iteration 28Q: 3 clusters Score -4757958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -4757964.500000 Penalty: 5257.540039
	Iteration 29Q: 3 clusters Score -4757964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4757967.500000 Penalty: 5257.540039
	Iteration 30Q: 3 clusters Score -4757968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -4757972.000000 Penalty: 5257.540039
	Iteration 31Q: 3 clusters Score -4757972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4757971.500000 Penalty: 5257.540039
	Iteration 32Q: 3 clusters Score -4757972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4757969.500000 Penalty: 5257.540039
	Iteration 33Q: 3 clusters Score -4757970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4757968.500000 Penalty: 5257.540039
	Iteration 34Q: 3 clusters Score -4757968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4757968.500000 Penalty: 5257.540039
	Iteration 35F: 3 clusters Score -4757968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (240477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240477 members 
Entering Unmasked Estep 
Score: -28212604.000000 Penalty: 3072.814209
	Iteration 0F: 2 clusters Score -2.82126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120231 members 
Mstep: Class 2 contains 120246 members 
Entering Unmasked Estep 
Score: -28051342.000000 Penalty: 6145.628418
	Iteration 0F: 3 clusters Score -2.805134e+07 nChanged 115801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -28119806.000000 Penalty: 6145.628418
	Iteration 1F: 3 clusters Score -2.811981e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 121175 members 
Entering Unmasked Estep 
Score: -28120824.000000 Penalty: 6145.628418
	Iteration 2Q: 3 clusters Score -2.812082e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 121020 members 
Entering Unmasked Estep 
Score: -28122176.000000 Penalty: 6145.628418
	Iteration 3Q: 3 clusters Score -2.812218e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 120932 members 
Entering Unmasked Estep 
Score: -28123396.000000 Penalty: 6145.628418
	Iteration 4Q: 3 clusters Score -2.81234e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119774 members 
Mstep: Class 2 contains 120703 members 
Entering Unmasked Estep 
Score: -28124846.000000 Penalty: 6145.628418
	Iteration 5Q: 3 clusters Score -2.812485e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120196 members 
Mstep: Class 2 contains 120281 members 
Entering Unmasked Estep 
Score: -28126358.000000 Penalty: 6145.628418
	Iteration 6Q: 3 clusters Score -2.812636e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120719 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -28128338.000000 Penalty: 6145.628418
	Iteration 7Q: 3 clusters Score -2.812834e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -28130618.000000 Penalty: 6145.628418
	Iteration 8Q: 3 clusters Score -2.813062e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -28133024.000000 Penalty: 6145.628418
	Iteration 9Q: 3 clusters Score -2.813302e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123420 members 
Mstep: Class 2 contains 117057 members 
Entering Unmasked Estep 
Score: -28136176.000000 Penalty: 6145.628418
	Iteration 10Q: 3 clusters Score -2.813618e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -28139628.000000 Penalty: 6145.628418
	Iteration 11Q: 3 clusters Score -2.813963e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125230 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -28143792.000000 Penalty: 6145.628418
	Iteration 12Q: 3 clusters Score -2.814379e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125999 members 
Mstep: Class 2 contains 114478 members 
Entering Unmasked Estep 
Score: -28149334.000000 Penalty: 6145.628418
	Iteration 13Q: 3 clusters Score -2.814933e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -28156278.000000 Penalty: 6145.628418
	Iteration 14Q: 3 clusters Score -2.815628e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127489 members 
Mstep: Class 2 contains 112988 members 
Entering Unmasked Estep 
Score: -28162992.000000 Penalty: 6145.628418
	Iteration 15Q: 3 clusters Score -2.816299e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128432 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -28166828.000000 Penalty: 6145.628418
	Iteration 16Q: 3 clusters Score -2.816683e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129649 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -28168292.000000 Penalty: 6145.628418
	Iteration 17Q: 3 clusters Score -2.816829e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -28168820.000000 Penalty: 6145.628418
	Iteration 18Q: 3 clusters Score -2.816882e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132431 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -28168990.000000 Penalty: 6145.628418
	Iteration 19Q: 3 clusters Score -2.816899e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -28169122.000000 Penalty: 6145.628418
	Iteration 20F: 3 clusters Score -2.816912e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135554 members 
Mstep: Class 2 contains 104923 members 
Entering Unmasked Estep 
Score: -28169520.000000 Penalty: 6145.628418
	Iteration 21Q: 3 clusters Score -2.816952e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -28169848.000000 Penalty: 6145.628418
	Iteration 22Q: 3 clusters Score -2.816985e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -28170340.000000 Penalty: 6145.628418
	Iteration 23Q: 3 clusters Score -2.817034e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140996 members 
Mstep: Class 2 contains 99481 members 
Entering Unmasked Estep 
Score: -28170666.000000 Penalty: 6145.628418
	Iteration 24Q: 3 clusters Score -2.817067e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143100 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -28171080.000000 Penalty: 6145.628418
	Iteration 25Q: 3 clusters Score -2.817108e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -28171532.000000 Penalty: 6145.628418
	Iteration 26Q: 3 clusters Score -2.817153e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147958 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -28172108.000000 Penalty: 6145.628418
	Iteration 27Q: 3 clusters Score -2.817211e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150575 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -28172736.000000 Penalty: 6145.628418
	Iteration 28Q: 3 clusters Score -2.817274e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -28173476.000000 Penalty: 6145.628418
	Iteration 29Q: 3 clusters Score -2.817348e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156586 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -28174064.000000 Penalty: 6145.628418
	Iteration 30Q: 3 clusters Score -2.817406e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159893 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -28174998.000000 Penalty: 6145.628418
	Iteration 31Q: 3 clusters Score -2.8175e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -28175760.000000 Penalty: 6145.628418
	Iteration 32Q: 3 clusters Score -2.817576e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167032 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -28176718.000000 Penalty: 6145.628418
	Iteration 33Q: 3 clusters Score -2.817672e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -28177948.000000 Penalty: 6145.628418
	Iteration 34Q: 3 clusters Score -2.817795e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175060 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -28179214.000000 Penalty: 6145.628418
	Iteration 35Q: 3 clusters Score -2.817921e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -28180654.000000 Penalty: 6145.628418
	Iteration 36Q: 3 clusters Score -2.818065e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183618 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -28182154.000000 Penalty: 6145.628418
	Iteration 37Q: 3 clusters Score -2.818215e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188091 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -28183656.000000 Penalty: 6145.628418
	Iteration 38Q: 3 clusters Score -2.818366e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192576 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -28185490.000000 Penalty: 6145.628418
	Iteration 39Q: 3 clusters Score -2.818549e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197002 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -28187538.000000 Penalty: 6145.628418
	Iteration 40F: 3 clusters Score -2.818754e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201355 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -28189702.000000 Penalty: 6145.628418
	Iteration 41Q: 3 clusters Score -2.81897e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205590 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -28191862.000000 Penalty: 6145.628418
	Iteration 42Q: 3 clusters Score -2.819186e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209611 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -28194048.000000 Penalty: 6145.628418
	Iteration 43Q: 3 clusters Score -2.819405e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213337 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -28195984.000000 Penalty: 6145.628418
	Iteration 44Q: 3 clusters Score -2.819598e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216666 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -28197912.000000 Penalty: 6145.628418
	Iteration 45Q: 3 clusters Score -2.819791e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219787 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -28199612.000000 Penalty: 6145.628418
	Iteration 46Q: 3 clusters Score -2.819961e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222439 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -28201158.000000 Penalty: 6145.628418
	Iteration 47Q: 3 clusters Score -2.820116e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224782 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -28202320.000000 Penalty: 6145.628418
	Iteration 48Q: 3 clusters Score -2.820232e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226829 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -28203398.000000 Penalty: 6145.628418
	Iteration 49Q: 3 clusters Score -2.82034e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228667 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -28204384.000000 Penalty: 6145.628418
	Iteration 50Q: 3 clusters Score -2.820438e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230221 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -28205148.000000 Penalty: 6145.628418
	Iteration 51Q: 3 clusters Score -2.820515e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231556 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -28205950.000000 Penalty: 6145.628418
	Iteration 52Q: 3 clusters Score -2.820595e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232757 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -28206468.000000 Penalty: 6145.628418
	Iteration 53Q: 3 clusters Score -2.820647e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233812 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -28206956.000000 Penalty: 6145.628418
	Iteration 54Q: 3 clusters Score -2.820696e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234712 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -28207344.000000 Penalty: 6145.628418
	Iteration 55Q: 3 clusters Score -2.820734e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235535 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -28207848.000000 Penalty: 6145.628418
	Iteration 56Q: 3 clusters Score -2.820785e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236291 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -28208204.000000 Penalty: 6145.628418
	Iteration 57Q: 3 clusters Score -2.82082e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236931 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -28208480.000000 Penalty: 6145.628418
	Iteration 58Q: 3 clusters Score -2.820848e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237475 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -28208794.000000 Penalty: 6145.628418
	Iteration 59Q: 3 clusters Score -2.820879e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237920 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -28209038.000000 Penalty: 6145.628418
	Iteration 60F: 3 clusters Score -2.820904e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238275 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -28209220.000000 Penalty: 6145.628418
	Iteration 61Q: 3 clusters Score -2.820922e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238554 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -28209314.000000 Penalty: 6145.628418
	Iteration 62Q: 3 clusters Score -2.820931e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238789 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -28209426.000000 Penalty: 6145.628418
	Iteration 63Q: 3 clusters Score -2.820943e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238967 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -28209478.000000 Penalty: 6145.628418
	Iteration 64Q: 3 clusters Score -2.820948e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239103 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -28209526.000000 Penalty: 6145.628418
	Iteration 65Q: 3 clusters Score -2.820953e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239236 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -28209660.000000 Penalty: 6145.628418
	Iteration 66Q: 3 clusters Score -2.820966e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239340 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -28209692.000000 Penalty: 6145.628418
	Iteration 67Q: 3 clusters Score -2.820969e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239422 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -28209768.000000 Penalty: 6145.628418
	Iteration 68Q: 3 clusters Score -2.820977e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239499 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -28209832.000000 Penalty: 6145.628418
	Iteration 69Q: 3 clusters Score -2.820983e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239550 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -28209886.000000 Penalty: 6145.628418
	Iteration 70Q: 3 clusters Score -2.820989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239581 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -28209914.000000 Penalty: 6145.628418
	Iteration 71Q: 3 clusters Score -2.820991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239602 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -28209900.000000 Penalty: 6145.628418
	Iteration 72Q: 3 clusters Score -2.82099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239616 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -28209936.000000 Penalty: 6145.628418
	Iteration 73Q: 3 clusters Score -2.820994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239632 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -28209952.000000 Penalty: 6145.628418
	Iteration 74Q: 3 clusters Score -2.820995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239643 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -28209936.000000 Penalty: 6145.628418
	Iteration 75Q: 3 clusters Score -2.820994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239648 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -28209942.000000 Penalty: 6145.628418
	Iteration 76Q: 3 clusters Score -2.820994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239659 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -28209936.000000 Penalty: 6145.628418
	Iteration 77Q: 3 clusters Score -2.820994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239668 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -28209966.000000 Penalty: 6145.628418
	Iteration 78Q: 3 clusters Score -2.820997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239672 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -28209960.000000 Penalty: 6145.628418
	Iteration 79Q: 3 clusters Score -2.820996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239677 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -28209968.000000 Penalty: 6145.628418
	Iteration 80F: 3 clusters Score -2.820997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239681 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -28209976.000000 Penalty: 6145.628418
	Iteration 81Q: 3 clusters Score -2.820998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239686 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -28209962.000000 Penalty: 6145.628418
	Iteration 82Q: 3 clusters Score -2.820996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239685 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -28209976.000000 Penalty: 6145.628418
	Iteration 83Q: 3 clusters Score -2.820998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239685 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -28209972.000000 Penalty: 6145.628418
	Iteration 84Q: 3 clusters Score -2.820997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239686 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -28209968.000000 Penalty: 6145.628418
	Iteration 85Q: 3 clusters Score -2.820997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239686 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -28209968.000000 Penalty: 6145.628418
	Iteration 86F: 3 clusters Score -2.820997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -136145.984375 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -136146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134009.515625 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -134009.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134333.765625 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -134333.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134433.937500 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -134433.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134477.328125 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -134477.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -134508.031250 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -134508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134536.515625 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -134536.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134557.968750 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -134558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134573.921875 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -134573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134585.328125 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -134585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134597.656250 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -134597.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134603.125000 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -134603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134611.281250 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -134611.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134621.125000 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -134621.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134637.906250 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -134637.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134651.578125 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -134651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134672.500000 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -134672.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134711.125000 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -134711.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -134801.421875 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -134801.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134923.609375 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -134923.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135012.156250 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -135012.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -135083.890625 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -135083.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135167.140625 Penalty: 3530.134033
	Iteration 21Q: 3 clusters Score -135167.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135349.671875 Penalty: 3530.134033
	Iteration 22Q: 3 clusters Score -135349.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -135565.093750 Penalty: 3530.134033
	Iteration 23Q: 3 clusters Score -135565.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135791.125000 Penalty: 3530.134033
	Iteration 24Q: 3 clusters Score -135791.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135989.703125 Penalty: 3530.134033
	Iteration 25Q: 3 clusters Score -135989.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136189.125000 Penalty: 3530.134033
	Iteration 26Q: 3 clusters Score -136189.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136426.718750 Penalty: 3530.134033
	Iteration 27Q: 3 clusters Score -136426.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136598.218750 Penalty: 3530.134033
	Iteration 28Q: 3 clusters Score -136598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136627.359375 Penalty: 3530.134033
	Iteration 29Q: 3 clusters Score -136627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136631.406250 Penalty: 3530.134033
	Iteration 30Q: 3 clusters Score -136631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136631.406250 Penalty: 3530.134033
	Iteration 31F: 3 clusters Score -136631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 92537 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 163488 members 
Mstep: Class 7 contains 81492 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 30156 members 
Mstep: Class 11 contains 170595 members 
Mstep: Class 12 contains 63124 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27204 members 
Mstep: Class 15 contains 47920 members 
Mstep: Class 16 contains 109326 members 
Mstep: Class 17 contains 75787 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 35258 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240477 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5756 members 
Mstep: Class 35 contains 160931 members 
Mstep: Class 36 contains 707 members 
Entering Unmasked Estep 
Score: -205572368.000000 Penalty: 128518.421875
Splitting cluster 26 changes total score from -205573840.000000 to -205572368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (173401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Entering Unmasked Estep 
Score: -20971584.000000 Penalty: 2991.713867
	Iteration 0F: 2 clusters Score -2.097158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -20864240.000000 Penalty: 5983.427734
	Iteration 0F: 3 clusters Score -2.086424e+07 nChanged 83011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -20913348.000000 Penalty: 5983.427734
	Iteration 1F: 3 clusters Score -2.091335e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 94328 members 
Entering Unmasked Estep 
Score: -20915674.000000 Penalty: 5983.427734
	Iteration 2Q: 3 clusters Score -2.091567e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -20919314.000000 Penalty: 5983.427734
	Iteration 3Q: 3 clusters Score -2.091931e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -20924954.000000 Penalty: 5983.427734
	Iteration 4F: 3 clusters Score -2.092495e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 116616 members 
Entering Unmasked Estep 
Score: -20932444.000000 Penalty: 5983.427734
	Iteration 5F: 3 clusters Score -2.093244e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 126976 members 
Entering Unmasked Estep 
Score: -20940492.000000 Penalty: 5983.427734
	Iteration 6F: 3 clusters Score -2.094049e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 137239 members 
Entering Unmasked Estep 
Score: -20948294.000000 Penalty: 5983.427734
	Iteration 7F: 3 clusters Score -2.094829e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -20954920.000000 Penalty: 5983.427734
	Iteration 8F: 3 clusters Score -2.095492e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -20959676.000000 Penalty: 5983.427734
	Iteration 9Q: 3 clusters Score -2.095968e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -20963284.000000 Penalty: 5983.427734
	Iteration 10Q: 3 clusters Score -2.096328e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -20965776.000000 Penalty: 5983.427734
	Iteration 11Q: 3 clusters Score -2.096578e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -20967406.000000 Penalty: 5983.427734
	Iteration 12Q: 3 clusters Score -2.096741e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -20968202.000000 Penalty: 5983.427734
	Iteration 13Q: 3 clusters Score -2.09682e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -20968546.000000 Penalty: 5983.427734
	Iteration 14Q: 3 clusters Score -2.096855e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 172496 members 
Entering Unmasked Estep 
Score: -20968744.000000 Penalty: 5983.427734
	Iteration 15Q: 3 clusters Score -2.096874e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 172645 members 
Entering Unmasked Estep 
Score: -20968884.000000 Penalty: 5983.427734
	Iteration 16Q: 3 clusters Score -2.096888e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -20968970.000000 Penalty: 5983.427734
	Iteration 17Q: 3 clusters Score -2.096897e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172768 members 
Entering Unmasked Estep 
Score: -20969048.000000 Penalty: 5983.427734
	Iteration 18Q: 3 clusters Score -2.096905e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 172805 members 
Entering Unmasked Estep 
Score: -20969110.000000 Penalty: 5983.427734
	Iteration 19Q: 3 clusters Score -2.096911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 172827 members 
Entering Unmasked Estep 
Score: -20969090.000000 Penalty: 5983.427734
	Iteration 20F: 3 clusters Score -2.096909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -20969122.000000 Penalty: 5983.427734
	Iteration 21Q: 3 clusters Score -2.096912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 172851 members 
Entering Unmasked Estep 
Score: -20969118.000000 Penalty: 5983.427734
	Iteration 22Q: 3 clusters Score -2.096912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -20969132.000000 Penalty: 5983.427734
	Iteration 23Q: 3 clusters Score -2.096913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 172864 members 
Entering Unmasked Estep 
Score: -20969140.000000 Penalty: 5983.427734
	Iteration 24Q: 3 clusters Score -2.096914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 172870 members 
Entering Unmasked Estep 
Score: -20969142.000000 Penalty: 5983.427734
	Iteration 25Q: 3 clusters Score -2.096914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 172875 members 
Entering Unmasked Estep 
Score: -20969170.000000 Penalty: 5983.427734
	Iteration 26Q: 3 clusters Score -2.096917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -20969174.000000 Penalty: 5983.427734
	Iteration 27Q: 3 clusters Score -2.096917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -20969170.000000 Penalty: 5983.427734
	Iteration 28Q: 3 clusters Score -2.096917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -20969172.000000 Penalty: 5983.427734
	Iteration 29Q: 3 clusters Score -2.096917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 172889 members 
Entering Unmasked Estep 
Score: -20969166.000000 Penalty: 5983.427734
	Iteration 30Q: 3 clusters Score -2.096917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -20969178.000000 Penalty: 5983.427734
	Iteration 31Q: 3 clusters Score -2.096918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 172889 members 
Entering Unmasked Estep 
Score: -20969176.000000 Penalty: 5983.427734
	Iteration 32Q: 3 clusters Score -2.096918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -20969174.000000 Penalty: 5983.427734
	Iteration 33Q: 3 clusters Score -2.096917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -20969174.000000 Penalty: 5983.427734
	Iteration 34F: 3 clusters Score -2.096917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -34040.187500 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -34040.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32767.113281 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -32767.11 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33241.324219 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -33241.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33874.460938 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -33874.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34161.484375 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -34161.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34327.851562 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -34327.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34387.980469 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -34387.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -34462.597656 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -34462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34489.898438 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -34489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34522.917969 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -34522.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34582.339844 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -34582.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34619.558594 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -34619.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34648.593750 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -34648.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34648.593750 Penalty: 2920.883301
	Iteration 12F: 3 clusters Score -34648.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 92537 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 163488 members 
Mstep: Class 7 contains 81492 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 30156 members 
Mstep: Class 11 contains 170595 members 
Mstep: Class 12 contains 63124 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27204 members 
Mstep: Class 15 contains 47920 members 
Mstep: Class 16 contains 109326 members 
Mstep: Class 17 contains 75787 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 35258 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240477 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5756 members 
Mstep: Class 35 contains 160931 members 
Mstep: Class 36 contains 98 members 
Entering Unmasked Estep 
Score: -205572256.000000 Penalty: 128518.421875
Splitting cluster 28 changes total score from -205573840.000000 to -205572256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -449196.437500 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -449196.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -445130.625000 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -445130.6 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -446129.562500 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -446129.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -446336.468750 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -446336.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -446454.531250 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -446454.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -446554.562500 Penalty: 4146.130859
	Iteration 4Q: 3 clusters Score -446554.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -446654.875000 Penalty: 4146.130859
	Iteration 5Q: 3 clusters Score -446654.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -446737.125000 Penalty: 4146.130859
	Iteration 6Q: 3 clusters Score -446737.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -446811.593750 Penalty: 4146.130859
	Iteration 7Q: 3 clusters Score -446811.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -446882.750000 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -446882.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -446949.718750 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -446949.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -447004.187500 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -447004.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -447054.000000 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -447054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -447110.281250 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -447110.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -447164.656250 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -447164.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -447222.312500 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -447222.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -447298.156250 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -447298.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -447386.500000 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -447386.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -447475.843750 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -447475.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -447549.218750 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -447549.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -447611.062500 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -447611.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -447668.593750 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -447668.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -447723.875000 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -447723.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -447766.687500 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -447766.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -447793.625000 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -447793.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -447806.500000 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -447806.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -447813.437500 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -447813.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -447820.968750 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -447821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -447824.093750 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -447824.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -447826.031250 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -447826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -447827.312500 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -447827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -447828.343750 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -447828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -447829.906250 Penalty: 4146.130859
	Iteration 31Q: 3 clusters Score -447829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -447830.062500 Penalty: 4146.130859
	Iteration 32Q: 3 clusters Score -447830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -447831.781250 Penalty: 4146.130859
	Iteration 33Q: 3 clusters Score -447831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -447832.281250 Penalty: 4146.130859
	Iteration 34Q: 3 clusters Score -447832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -447832.000000 Penalty: 4146.130859
	Iteration 35Q: 3 clusters Score -447832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -447834.125000 Penalty: 4146.130859
	Iteration 36Q: 3 clusters Score -447834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -447833.312500 Penalty: 4146.130859
	Iteration 37Q: 3 clusters Score -447833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -447833.312500 Penalty: 4146.130859
	Iteration 38F: 3 clusters Score -447833.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -435570.281250 Penalty: 2052.419678
	Iteration 0F: 2 clusters Score -435570.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -431741.500000 Penalty: 4104.839355
	Iteration 0F: 3 clusters Score -431741.5 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -432660.000000 Penalty: 4104.839355
	Iteration 1F: 3 clusters Score -432660 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -432903.625000 Penalty: 4104.839355
	Iteration 2F: 3 clusters Score -432903.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -433092.031250 Penalty: 4104.839355
	Iteration 3F: 3 clusters Score -433092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -433248.343750 Penalty: 4104.839355
	Iteration 4Q: 3 clusters Score -433248.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -433414.187500 Penalty: 4104.839355
	Iteration 5Q: 3 clusters Score -433414.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -433573.968750 Penalty: 4104.839355
	Iteration 6Q: 3 clusters Score -433574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -433729.218750 Penalty: 4104.839355
	Iteration 7Q: 3 clusters Score -433729.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -433875.250000 Penalty: 4104.839355
	Iteration 8Q: 3 clusters Score -433875.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -433999.937500 Penalty: 4104.839355
	Iteration 9Q: 3 clusters Score -433999.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -434057.531250 Penalty: 4104.839355
	Iteration 10Q: 3 clusters Score -434057.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -434096.031250 Penalty: 4104.839355
	Iteration 11Q: 3 clusters Score -434096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -434121.218750 Penalty: 4104.839355
	Iteration 12Q: 3 clusters Score -434121.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -434138.187500 Penalty: 4104.839355
	Iteration 13Q: 3 clusters Score -434138.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -434161.687500 Penalty: 4104.839355
	Iteration 14Q: 3 clusters Score -434161.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -434178.437500 Penalty: 4104.839355
	Iteration 15Q: 3 clusters Score -434178.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -434195.437500 Penalty: 4104.839355
	Iteration 16Q: 3 clusters Score -434195.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -434215.343750 Penalty: 4104.839355
	Iteration 17Q: 3 clusters Score -434215.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -434231.875000 Penalty: 4104.839355
	Iteration 18Q: 3 clusters Score -434231.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -434250.968750 Penalty: 4104.839355
	Iteration 19Q: 3 clusters Score -434251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -434268.218750 Penalty: 4104.839355
	Iteration 20F: 3 clusters Score -434268.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -434287.843750 Penalty: 4104.839355
	Iteration 21Q: 3 clusters Score -434287.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -434306.843750 Penalty: 4104.839355
	Iteration 22Q: 3 clusters Score -434306.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -434320.656250 Penalty: 4104.839355
	Iteration 23Q: 3 clusters Score -434320.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -434334.375000 Penalty: 4104.839355
	Iteration 24Q: 3 clusters Score -434334.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -434348.937500 Penalty: 4104.839355
	Iteration 25Q: 3 clusters Score -434348.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -434361.375000 Penalty: 4104.839355
	Iteration 26Q: 3 clusters Score -434361.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -434371.125000 Penalty: 4104.839355
	Iteration 27Q: 3 clusters Score -434371.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -434380.593750 Penalty: 4104.839355
	Iteration 28Q: 3 clusters Score -434380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -434385.656250 Penalty: 4104.839355
	Iteration 29Q: 3 clusters Score -434385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -434388.187500 Penalty: 4104.839355
	Iteration 30Q: 3 clusters Score -434388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -434389.562500 Penalty: 4104.839355
	Iteration 31Q: 3 clusters Score -434389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -434392.312500 Penalty: 4104.839355
	Iteration 32Q: 3 clusters Score -434392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -434393.468750 Penalty: 4104.839355
	Iteration 33Q: 3 clusters Score -434393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -434395.500000 Penalty: 4104.839355
	Iteration 34Q: 3 clusters Score -434395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -434395.156250 Penalty: 4104.839355
	Iteration 35Q: 3 clusters Score -434395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -434395.156250 Penalty: 4104.839355
	Iteration 36F: 3 clusters Score -434395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -29406.480469 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -29406.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28152.968750 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -28152.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28287.312500 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -28287.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28329.103516 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -28329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28333.759766 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -28333.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28344.820312 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -28344.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28366.050781 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -28366.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28366.050781 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -28366.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Entering Unmasked Estep 
Score: -1314884.875000 Penalty: 2306.943115
	Iteration 0F: 2 clusters Score -1314885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1306616.375000 Penalty: 4613.886230
	Iteration 0F: 3 clusters Score -1306616 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1308977.000000 Penalty: 4613.886230
	Iteration 1F: 3 clusters Score -1308977 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1309240.625000 Penalty: 4613.886230
	Iteration 2F: 3 clusters Score -1309241 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1309430.250000 Penalty: 4613.886230
	Iteration 3Q: 3 clusters Score -1309430 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1309584.000000 Penalty: 4613.886230
	Iteration 4Q: 3 clusters Score -1309584 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1309733.625000 Penalty: 4613.886230
	Iteration 5Q: 3 clusters Score -1309734 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1309881.000000 Penalty: 4613.886230
	Iteration 6Q: 3 clusters Score -1309881 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1310043.625000 Penalty: 4613.886230
	Iteration 7Q: 3 clusters Score -1310044 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1310202.625000 Penalty: 4613.886230
	Iteration 8Q: 3 clusters Score -1310203 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1310354.125000 Penalty: 4613.886230
	Iteration 9Q: 3 clusters Score -1310354 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1310535.125000 Penalty: 4613.886230
	Iteration 10Q: 3 clusters Score -1310535 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1310706.625000 Penalty: 4613.886230
	Iteration 11Q: 3 clusters Score -1310707 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1310889.250000 Penalty: 4613.886230
	Iteration 12Q: 3 clusters Score -1310889 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1311086.375000 Penalty: 4613.886230
	Iteration 13Q: 3 clusters Score -1311086 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1311339.375000 Penalty: 4613.886230
	Iteration 14Q: 3 clusters Score -1311339 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1311624.500000 Penalty: 4613.886230
	Iteration 15Q: 3 clusters Score -1311624 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1311873.375000 Penalty: 4613.886230
	Iteration 16Q: 3 clusters Score -1311873 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1312116.625000 Penalty: 4613.886230
	Iteration 17Q: 3 clusters Score -1312117 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1312337.375000 Penalty: 4613.886230
	Iteration 18Q: 3 clusters Score -1312337 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1312508.000000 Penalty: 4613.886230
	Iteration 19Q: 3 clusters Score -1312508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1312653.375000 Penalty: 4613.886230
	Iteration 20F: 3 clusters Score -1312653 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1312757.625000 Penalty: 4613.886230
	Iteration 21Q: 3 clusters Score -1312758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1312810.000000 Penalty: 4613.886230
	Iteration 22Q: 3 clusters Score -1312810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1312841.875000 Penalty: 4613.886230
	Iteration 23Q: 3 clusters Score -1312842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1312865.250000 Penalty: 4613.886230
	Iteration 24Q: 3 clusters Score -1312865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1312874.625000 Penalty: 4613.886230
	Iteration 25Q: 3 clusters Score -1312875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1312884.000000 Penalty: 4613.886230
	Iteration 26Q: 3 clusters Score -1312884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1312888.625000 Penalty: 4613.886230
	Iteration 27Q: 3 clusters Score -1312889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1312892.000000 Penalty: 4613.886230
	Iteration 28Q: 3 clusters Score -1312892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1312894.625000 Penalty: 4613.886230
	Iteration 29Q: 3 clusters Score -1312895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1312902.125000 Penalty: 4613.886230
	Iteration 30Q: 3 clusters Score -1312902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1312901.125000 Penalty: 4613.886230
	Iteration 31Q: 3 clusters Score -1312901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1312901.125000 Penalty: 4613.886230
	Iteration 32F: 3 clusters Score -1312901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Entering Unmasked Estep 
Score: -1385832.375000 Penalty: 2330.781494
	Iteration 0F: 2 clusters Score -1385832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1376801.375000 Penalty: 4661.562988
	Iteration 0F: 3 clusters Score -1376801 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1379616.500000 Penalty: 4661.562988
	Iteration 1F: 3 clusters Score -1379616 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1380007.875000 Penalty: 4661.562988
	Iteration 2F: 3 clusters Score -1380008 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1380348.500000 Penalty: 4661.562988
	Iteration 3F: 3 clusters Score -1380348 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1380670.125000 Penalty: 4661.562988
	Iteration 4Q: 3 clusters Score -1380670 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1380997.000000 Penalty: 4661.562988
	Iteration 5Q: 3 clusters Score -1380997 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1381275.375000 Penalty: 4661.562988
	Iteration 6Q: 3 clusters Score -1381275 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1381547.500000 Penalty: 4661.562988
	Iteration 7Q: 3 clusters Score -1381548 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1381761.500000 Penalty: 4661.562988
	Iteration 8Q: 3 clusters Score -1381762 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1381973.625000 Penalty: 4661.562988
	Iteration 9Q: 3 clusters Score -1381974 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1382144.875000 Penalty: 4661.562988
	Iteration 10Q: 3 clusters Score -1382145 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1382304.000000 Penalty: 4661.562988
	Iteration 11Q: 3 clusters Score -1382304 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1382493.625000 Penalty: 4661.562988
	Iteration 12Q: 3 clusters Score -1382494 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1382664.875000 Penalty: 4661.562988
	Iteration 13Q: 3 clusters Score -1382665 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1382809.125000 Penalty: 4661.562988
	Iteration 14Q: 3 clusters Score -1382809 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1382941.875000 Penalty: 4661.562988
	Iteration 15Q: 3 clusters Score -1382942 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1383053.375000 Penalty: 4661.562988
	Iteration 16Q: 3 clusters Score -1383053 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1383161.250000 Penalty: 4661.562988
	Iteration 17Q: 3 clusters Score -1383161 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1383268.250000 Penalty: 4661.562988
	Iteration 18Q: 3 clusters Score -1383268 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1383386.125000 Penalty: 4661.562988
	Iteration 19Q: 3 clusters Score -1383386 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1383504.875000 Penalty: 4661.562988
	Iteration 20F: 3 clusters Score -1383505 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1383611.375000 Penalty: 4661.562988
	Iteration 21Q: 3 clusters Score -1383611 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1383694.750000 Penalty: 4661.562988
	Iteration 22Q: 3 clusters Score -1383695 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1383788.375000 Penalty: 4661.562988
	Iteration 23Q: 3 clusters Score -1383788 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1383865.500000 Penalty: 4661.562988
	Iteration 24Q: 3 clusters Score -1383866 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1383921.625000 Penalty: 4661.562988
	Iteration 25Q: 3 clusters Score -1383922 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1383959.250000 Penalty: 4661.562988
	Iteration 26Q: 3 clusters Score -1383959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1383999.000000 Penalty: 4661.562988
	Iteration 27Q: 3 clusters Score -1383999 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1384027.125000 Penalty: 4661.562988
	Iteration 28Q: 3 clusters Score -1384027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1384058.375000 Penalty: 4661.562988
	Iteration 29Q: 3 clusters Score -1384058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1384066.375000 Penalty: 4661.562988
	Iteration 30Q: 3 clusters Score -1384066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1384078.375000 Penalty: 4661.562988
	Iteration 31Q: 3 clusters Score -1384078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1384089.125000 Penalty: 4661.562988
	Iteration 32Q: 3 clusters Score -1384089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1384091.875000 Penalty: 4661.562988
	Iteration 33Q: 3 clusters Score -1384092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1384099.000000 Penalty: 4661.562988
	Iteration 34Q: 3 clusters Score -1384099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1384102.250000 Penalty: 4661.562988
	Iteration 35Q: 3 clusters Score -1384102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1384108.125000 Penalty: 4661.562988
	Iteration 36Q: 3 clusters Score -1384108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1384116.125000 Penalty: 4661.562988
	Iteration 37Q: 3 clusters Score -1384116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1384120.750000 Penalty: 4661.562988
	Iteration 38Q: 3 clusters Score -1384121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1384121.000000 Penalty: 4661.562988
	Iteration 39Q: 3 clusters Score -1384121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1384127.750000 Penalty: 4661.562988
	Iteration 40F: 3 clusters Score -1384128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1384131.875000 Penalty: 4661.562988
	Iteration 41Q: 3 clusters Score -1384132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1384137.000000 Penalty: 4661.562988
	Iteration 42Q: 3 clusters Score -1384137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1384143.000000 Penalty: 4661.562988
	Iteration 43Q: 3 clusters Score -1384143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1384146.125000 Penalty: 4661.562988
	Iteration 44Q: 3 clusters Score -1384146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1384148.750000 Penalty: 4661.562988
	Iteration 45Q: 3 clusters Score -1384149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1384152.250000 Penalty: 4661.562988
	Iteration 46Q: 3 clusters Score -1384152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1384154.625000 Penalty: 4661.562988
	Iteration 47Q: 3 clusters Score -1384155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1384156.125000 Penalty: 4661.562988
	Iteration 48Q: 3 clusters Score -1384156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1384156.125000 Penalty: 4661.562988
	Iteration 49Q: 3 clusters Score -1384156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1384153.125000 Penalty: 4661.562988
	Iteration 50Q: 3 clusters Score -1384153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1384153.125000 Penalty: 4661.562988
	Iteration 51F: 3 clusters Score -1384153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -625392.625000 Penalty: 2147.183594
	Iteration 0F: 2 clusters Score -625392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -620400.250000 Penalty: 4294.367188
	Iteration 0F: 3 clusters Score -620400.2 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -621693.437500 Penalty: 4294.367188
	Iteration 1F: 3 clusters Score -621693.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -621971.125000 Penalty: 4294.367188
	Iteration 2F: 3 clusters Score -621971.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -622170.437500 Penalty: 4294.367188
	Iteration 3F: 3 clusters Score -622170.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -622347.937500 Penalty: 4294.367188
	Iteration 4Q: 3 clusters Score -622347.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -622499.875000 Penalty: 4294.367188
	Iteration 5Q: 3 clusters Score -622499.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -622651.437500 Penalty: 4294.367188
	Iteration 6Q: 3 clusters Score -622651.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -622788.187500 Penalty: 4294.367188
	Iteration 7Q: 3 clusters Score -622788.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -622914.500000 Penalty: 4294.367188
	Iteration 8Q: 3 clusters Score -622914.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -623012.500000 Penalty: 4294.367188
	Iteration 9Q: 3 clusters Score -623012.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -623109.250000 Penalty: 4294.367188
	Iteration 10Q: 3 clusters Score -623109.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -623205.500000 Penalty: 4294.367188
	Iteration 11Q: 3 clusters Score -623205.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -623286.312500 Penalty: 4294.367188
	Iteration 12Q: 3 clusters Score -623286.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -623363.625000 Penalty: 4294.367188
	Iteration 13Q: 3 clusters Score -623363.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -623445.562500 Penalty: 4294.367188
	Iteration 14Q: 3 clusters Score -623445.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -623514.125000 Penalty: 4294.367188
	Iteration 15Q: 3 clusters Score -623514.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -623572.687500 Penalty: 4294.367188
	Iteration 16Q: 3 clusters Score -623572.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -623607.312500 Penalty: 4294.367188
	Iteration 17Q: 3 clusters Score -623607.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -623634.000000 Penalty: 4294.367188
	Iteration 18Q: 3 clusters Score -623634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -623662.250000 Penalty: 4294.367188
	Iteration 19Q: 3 clusters Score -623662.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -623688.437500 Penalty: 4294.367188
	Iteration 20F: 3 clusters Score -623688.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -623705.500000 Penalty: 4294.367188
	Iteration 21Q: 3 clusters Score -623705.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -623719.812500 Penalty: 4294.367188
	Iteration 22Q: 3 clusters Score -623719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -623724.187500 Penalty: 4294.367188
	Iteration 23Q: 3 clusters Score -623724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -623732.437500 Penalty: 4294.367188
	Iteration 24Q: 3 clusters Score -623732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -623734.500000 Penalty: 4294.367188
	Iteration 25Q: 3 clusters Score -623734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -623736.250000 Penalty: 4294.367188
	Iteration 26Q: 3 clusters Score -623736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -623738.500000 Penalty: 4294.367188
	Iteration 27Q: 3 clusters Score -623738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -623741.375000 Penalty: 4294.367188
	Iteration 28Q: 3 clusters Score -623741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -623744.187500 Penalty: 4294.367188
	Iteration 29Q: 3 clusters Score -623744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -623745.375000 Penalty: 4294.367188
	Iteration 30Q: 3 clusters Score -623745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -623745.562500 Penalty: 4294.367188
	Iteration 31Q: 3 clusters Score -623745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -623745.562500 Penalty: 4294.367188
	Iteration 32F: 3 clusters Score -623745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (160931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Entering Unmasked Estep 
Score: -19181264.000000 Penalty: 2973.205322
	Iteration 0F: 2 clusters Score -1.918126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -19074492.000000 Penalty: 5946.410645
	Iteration 0F: 3 clusters Score -1.907449e+07 nChanged 77121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -19118738.000000 Penalty: 5946.410645
	Iteration 1F: 3 clusters Score -1.911874e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -19119580.000000 Penalty: 5946.410645
	Iteration 2Q: 3 clusters Score -1.911958e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -19120552.000000 Penalty: 5946.410645
	Iteration 3Q: 3 clusters Score -1.912055e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -19121632.000000 Penalty: 5946.410645
	Iteration 4Q: 3 clusters Score -1.912163e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -19122854.000000 Penalty: 5946.410645
	Iteration 5Q: 3 clusters Score -1.912285e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -19124560.000000 Penalty: 5946.410645
	Iteration 6Q: 3 clusters Score -1.912456e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -19126470.000000 Penalty: 5946.410645
	Iteration 7Q: 3 clusters Score -1.912647e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -19128680.000000 Penalty: 5946.410645
	Iteration 8Q: 3 clusters Score -1.912868e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -19131406.000000 Penalty: 5946.410645
	Iteration 9Q: 3 clusters Score -1.913141e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -19134410.000000 Penalty: 5946.410645
	Iteration 10Q: 3 clusters Score -1.913441e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -19137412.000000 Penalty: 5946.410645
	Iteration 11Q: 3 clusters Score -1.913741e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -19140850.000000 Penalty: 5946.410645
	Iteration 12Q: 3 clusters Score -1.914085e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -19144262.000000 Penalty: 5946.410645
	Iteration 13Q: 3 clusters Score -1.914426e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -19148062.000000 Penalty: 5946.410645
	Iteration 14Q: 3 clusters Score -1.914806e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -19152018.000000 Penalty: 5946.410645
	Iteration 15Q: 3 clusters Score -1.915202e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -19155880.000000 Penalty: 5946.410645
	Iteration 16Q: 3 clusters Score -1.915588e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -19158522.000000 Penalty: 5946.410645
	Iteration 17Q: 3 clusters Score -1.915852e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -19160402.000000 Penalty: 5946.410645
	Iteration 18Q: 3 clusters Score -1.91604e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -19162102.000000 Penalty: 5946.410645
	Iteration 19Q: 3 clusters Score -1.91621e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -19163476.000000 Penalty: 5946.410645
	Iteration 20F: 3 clusters Score -1.916348e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -19164684.000000 Penalty: 5946.410645
	Iteration 21Q: 3 clusters Score -1.916468e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -19165662.000000 Penalty: 5946.410645
	Iteration 22Q: 3 clusters Score -1.916566e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -19166570.000000 Penalty: 5946.410645
	Iteration 23Q: 3 clusters Score -1.916657e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -19167414.000000 Penalty: 5946.410645
	Iteration 24Q: 3 clusters Score -1.916741e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -19168288.000000 Penalty: 5946.410645
	Iteration 25Q: 3 clusters Score -1.916829e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -19169062.000000 Penalty: 5946.410645
	Iteration 26Q: 3 clusters Score -1.916906e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -19169592.000000 Penalty: 5946.410645
	Iteration 27Q: 3 clusters Score -1.916959e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -19170030.000000 Penalty: 5946.410645
	Iteration 28Q: 3 clusters Score -1.917003e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -19170470.000000 Penalty: 5946.410645
	Iteration 29Q: 3 clusters Score -1.917047e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -19170796.000000 Penalty: 5946.410645
	Iteration 30Q: 3 clusters Score -1.91708e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -19171060.000000 Penalty: 5946.410645
	Iteration 31Q: 3 clusters Score -1.917106e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -19171266.000000 Penalty: 5946.410645
	Iteration 32Q: 3 clusters Score -1.917127e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -19171458.000000 Penalty: 5946.410645
	Iteration 33Q: 3 clusters Score -1.917146e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -19171604.000000 Penalty: 5946.410645
	Iteration 34Q: 3 clusters Score -1.91716e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -19171756.000000 Penalty: 5946.410645
	Iteration 35Q: 3 clusters Score -1.917176e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -19171892.000000 Penalty: 5946.410645
	Iteration 36Q: 3 clusters Score -1.917189e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -19172008.000000 Penalty: 5946.410645
	Iteration 37Q: 3 clusters Score -1.917201e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -19172078.000000 Penalty: 5946.410645
	Iteration 38Q: 3 clusters Score -1.917208e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -19172210.000000 Penalty: 5946.410645
	Iteration 39Q: 3 clusters Score -1.917221e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -19172310.000000 Penalty: 5946.410645
	Iteration 40F: 3 clusters Score -1.917231e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -19172358.000000 Penalty: 5946.410645
	Iteration 41Q: 3 clusters Score -1.917236e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -19172472.000000 Penalty: 5946.410645
	Iteration 42Q: 3 clusters Score -1.917247e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -19172594.000000 Penalty: 5946.410645
	Iteration 43Q: 3 clusters Score -1.917259e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -19172704.000000 Penalty: 5946.410645
	Iteration 44Q: 3 clusters Score -1.91727e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -19172774.000000 Penalty: 5946.410645
	Iteration 45Q: 3 clusters Score -1.917277e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 102485 members 
Entering Unmasked Estep 
Score: -19172844.000000 Penalty: 5946.410645
	Iteration 46Q: 3 clusters Score -1.917284e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -19172946.000000 Penalty: 5946.410645
	Iteration 47Q: 3 clusters Score -1.917295e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -19173120.000000 Penalty: 5946.410645
	Iteration 48Q: 3 clusters Score -1.917312e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -19173316.000000 Penalty: 5946.410645
	Iteration 49Q: 3 clusters Score -1.917332e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 105613 members 
Entering Unmasked Estep 
Score: -19173350.000000 Penalty: 5946.410645
	Iteration 50Q: 3 clusters Score -1.917335e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -19173402.000000 Penalty: 5946.410645
	Iteration 51Q: 3 clusters Score -1.91734e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -19173486.000000 Penalty: 5946.410645
	Iteration 52Q: 3 clusters Score -1.917349e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -19173574.000000 Penalty: 5946.410645
	Iteration 53Q: 3 clusters Score -1.917357e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -19173656.000000 Penalty: 5946.410645
	Iteration 54Q: 3 clusters Score -1.917366e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 109280 members 
Entering Unmasked Estep 
Score: -19173736.000000 Penalty: 5946.410645
	Iteration 55Q: 3 clusters Score -1.917374e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 109960 members 
Entering Unmasked Estep 
Score: -19173864.000000 Penalty: 5946.410645
	Iteration 56Q: 3 clusters Score -1.917386e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -19173930.000000 Penalty: 5946.410645
	Iteration 57Q: 3 clusters Score -1.917393e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 111305 members 
Entering Unmasked Estep 
Score: -19173974.000000 Penalty: 5946.410645
	Iteration 58Q: 3 clusters Score -1.917397e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 111992 members 
Entering Unmasked Estep 
Score: -19174028.000000 Penalty: 5946.410645
	Iteration 59Q: 3 clusters Score -1.917403e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -19174138.000000 Penalty: 5946.410645
	Iteration 60F: 3 clusters Score -1.917414e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -19174142.000000 Penalty: 5946.410645
	Iteration 61Q: 3 clusters Score -1.917414e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -19174286.000000 Penalty: 5946.410645
	Iteration 62Q: 3 clusters Score -1.917429e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 114666 members 
Entering Unmasked Estep 
Score: -19174368.000000 Penalty: 5946.410645
	Iteration 63Q: 3 clusters Score -1.917437e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 115310 members 
Entering Unmasked Estep 
Score: -19174470.000000 Penalty: 5946.410645
	Iteration 64Q: 3 clusters Score -1.917447e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 115949 members 
Entering Unmasked Estep 
Score: -19174486.000000 Penalty: 5946.410645
	Iteration 65Q: 3 clusters Score -1.917449e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -19174598.000000 Penalty: 5946.410645
	Iteration 66Q: 3 clusters Score -1.91746e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -19174680.000000 Penalty: 5946.410645
	Iteration 67Q: 3 clusters Score -1.917468e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -19174796.000000 Penalty: 5946.410645
	Iteration 68Q: 3 clusters Score -1.91748e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -19174766.000000 Penalty: 5946.410645
	Iteration 69Q: 3 clusters Score -1.917477e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -19174822.000000 Penalty: 5946.410645
	Iteration 70Q: 3 clusters Score -1.917482e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 119859 members 
Entering Unmasked Estep 
Score: -19174944.000000 Penalty: 5946.410645
	Iteration 71Q: 3 clusters Score -1.917494e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 120454 members 
Entering Unmasked Estep 
Score: -19175036.000000 Penalty: 5946.410645
	Iteration 72Q: 3 clusters Score -1.917504e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 121017 members 
Entering Unmasked Estep 
Score: -19175098.000000 Penalty: 5946.410645
	Iteration 73Q: 3 clusters Score -1.91751e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 121581 members 
Entering Unmasked Estep 
Score: -19175142.000000 Penalty: 5946.410645
	Iteration 74Q: 3 clusters Score -1.917514e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 122121 members 
Entering Unmasked Estep 
Score: -19175180.000000 Penalty: 5946.410645
	Iteration 75Q: 3 clusters Score -1.917518e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -19175312.000000 Penalty: 5946.410645
	Iteration 76Q: 3 clusters Score -1.917531e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 123149 members 
Entering Unmasked Estep 
Score: -19175368.000000 Penalty: 5946.410645
	Iteration 77Q: 3 clusters Score -1.917537e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 123665 members 
Entering Unmasked Estep 
Score: -19175398.000000 Penalty: 5946.410645
	Iteration 78Q: 3 clusters Score -1.91754e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -19175412.000000 Penalty: 5946.410645
	Iteration 79Q: 3 clusters Score -1.917541e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -19175390.000000 Penalty: 5946.410645
	Iteration 80F: 3 clusters Score -1.917539e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -19175520.000000 Penalty: 5946.410645
	Iteration 81Q: 3 clusters Score -1.917552e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -19175648.000000 Penalty: 5946.410645
	Iteration 82Q: 3 clusters Score -1.917565e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -19175786.000000 Penalty: 5946.410645
	Iteration 83Q: 3 clusters Score -1.917579e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -19175834.000000 Penalty: 5946.410645
	Iteration 84Q: 3 clusters Score -1.917583e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -19175802.000000 Penalty: 5946.410645
	Iteration 85Q: 3 clusters Score -1.91758e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 127784 members 
Entering Unmasked Estep 
Score: -19175862.000000 Penalty: 5946.410645
	Iteration 86Q: 3 clusters Score -1.917586e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -19175886.000000 Penalty: 5946.410645
	Iteration 87Q: 3 clusters Score -1.917589e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
Score: -19175894.000000 Penalty: 5946.410645
	Iteration 88Q: 3 clusters Score -1.917589e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 129254 members 
Entering Unmasked Estep 
Score: -19175962.000000 Penalty: 5946.410645
	Iteration 89Q: 3 clusters Score -1.917596e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 129739 members 
Entering Unmasked Estep 
Score: -19175944.000000 Penalty: 5946.410645
	Iteration 90Q: 3 clusters Score -1.917594e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 130242 members 
Entering Unmasked Estep 
Score: -19176016.000000 Penalty: 5946.410645
	Iteration 91Q: 3 clusters Score -1.917602e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -19176032.000000 Penalty: 5946.410645
	Iteration 92Q: 3 clusters Score -1.917603e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 131226 members 
Entering Unmasked Estep 
Score: -19176108.000000 Penalty: 5946.410645
	Iteration 93Q: 3 clusters Score -1.917611e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 131722 members 
Entering Unmasked Estep 
Score: -19176142.000000 Penalty: 5946.410645
	Iteration 94Q: 3 clusters Score -1.917614e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 132190 members 
Entering Unmasked Estep 
Score: -19176236.000000 Penalty: 5946.410645
	Iteration 95Q: 3 clusters Score -1.917624e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 132621 members 
Entering Unmasked Estep 
Score: -19176168.000000 Penalty: 5946.410645
	Iteration 96Q: 3 clusters Score -1.917617e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -19176228.000000 Penalty: 5946.410645
	Iteration 97Q: 3 clusters Score -1.917623e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 133459 members 
Entering Unmasked Estep 
Score: -19176274.000000 Penalty: 5946.410645
	Iteration 98Q: 3 clusters Score -1.917627e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 133880 members 
Entering Unmasked Estep 
Score: -19176302.000000 Penalty: 5946.410645
	Iteration 99Q: 3 clusters Score -1.91763e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 134251 members 
Entering Unmasked Estep 
Score: -19176366.000000 Penalty: 5946.410645
	Iteration 100F: 3 clusters Score -1.917637e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 134619 members 
Entering Unmasked Estep 
Score: -19176444.000000 Penalty: 5946.410645
	Iteration 101Q: 3 clusters Score -1.917644e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 134973 members 
Entering Unmasked Estep 
Score: -19176492.000000 Penalty: 5946.410645
	Iteration 102Q: 3 clusters Score -1.917649e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -19176564.000000 Penalty: 5946.410645
	Iteration 103Q: 3 clusters Score -1.917656e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -19176570.000000 Penalty: 5946.410645
	Iteration 104Q: 3 clusters Score -1.917657e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 136009 members 
Entering Unmasked Estep 
Score: -19176558.000000 Penalty: 5946.410645
	Iteration 105Q: 3 clusters Score -1.917656e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -19176632.000000 Penalty: 5946.410645
	Iteration 106Q: 3 clusters Score -1.917663e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -19176650.000000 Penalty: 5946.410645
	Iteration 107Q: 3 clusters Score -1.917665e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 137056 members 
Entering Unmasked Estep 
Score: -19176602.000000 Penalty: 5946.410645
	Iteration 108Q: 3 clusters Score -1.91766e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 137414 members 
Entering Unmasked Estep 
Score: -19176652.000000 Penalty: 5946.410645
	Iteration 109Q: 3 clusters Score -1.917665e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 137733 members 
Entering Unmasked Estep 
Score: -19176680.000000 Penalty: 5946.410645
	Iteration 110Q: 3 clusters Score -1.917668e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 138036 members 
Entering Unmasked Estep 
Score: -19176698.000000 Penalty: 5946.410645
	Iteration 111Q: 3 clusters Score -1.91767e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 138355 members 
Entering Unmasked Estep 
Score: -19176746.000000 Penalty: 5946.410645
	Iteration 112Q: 3 clusters Score -1.917675e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -19176752.000000 Penalty: 5946.410645
	Iteration 113Q: 3 clusters Score -1.917675e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 138947 members 
Entering Unmasked Estep 
Score: -19176804.000000 Penalty: 5946.410645
	Iteration 114Q: 3 clusters Score -1.91768e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -19176828.000000 Penalty: 5946.410645
	Iteration 115Q: 3 clusters Score -1.917683e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 139471 members 
Entering Unmasked Estep 
Score: -19176866.000000 Penalty: 5946.410645
	Iteration 116Q: 3 clusters Score -1.917687e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 139704 members 
Entering Unmasked Estep 
Score: -19176860.000000 Penalty: 5946.410645
	Iteration 117Q: 3 clusters Score -1.917686e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -19176892.000000 Penalty: 5946.410645
	Iteration 118Q: 3 clusters Score -1.917689e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 140103 members 
Entering Unmasked Estep 
Score: -19176910.000000 Penalty: 5946.410645
	Iteration 119Q: 3 clusters Score -1.917691e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -19176912.000000 Penalty: 5946.410645
	Iteration 120F: 3 clusters Score -1.917691e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 140466 members 
Entering Unmasked Estep 
Score: -19176922.000000 Penalty: 5946.410645
	Iteration 121Q: 3 clusters Score -1.917692e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 140651 members 
Entering Unmasked Estep 
Score: -19176978.000000 Penalty: 5946.410645
	Iteration 122Q: 3 clusters Score -1.917698e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 140814 members 
Entering Unmasked Estep 
Score: -19176980.000000 Penalty: 5946.410645
	Iteration 123Q: 3 clusters Score -1.917698e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 140991 members 
Entering Unmasked Estep 
Score: -19177030.000000 Penalty: 5946.410645
	Iteration 124Q: 3 clusters Score -1.917703e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -19177078.000000 Penalty: 5946.410645
	Iteration 125Q: 3 clusters Score -1.917708e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 141342 members 
Entering Unmasked Estep 
Score: -19177120.000000 Penalty: 5946.410645
	Iteration 126Q: 3 clusters Score -1.917712e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 141501 members 
Entering Unmasked Estep 
Score: -19177074.000000 Penalty: 5946.410645
	Iteration 127Q: 3 clusters Score -1.917707e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 141657 members 
Entering Unmasked Estep 
Score: -19177050.000000 Penalty: 5946.410645
	Iteration 128Q: 3 clusters Score -1.917705e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 141823 members 
Entering Unmasked Estep 
Score: -19177086.000000 Penalty: 5946.410645
	Iteration 129Q: 3 clusters Score -1.917709e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 142001 members 
Entering Unmasked Estep 
Score: -19177076.000000 Penalty: 5946.410645
	Iteration 130Q: 3 clusters Score -1.917708e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -19177088.000000 Penalty: 5946.410645
	Iteration 131Q: 3 clusters Score -1.917709e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 142302 members 
Entering Unmasked Estep 
Score: -19177088.000000 Penalty: 5946.410645
	Iteration 132Q: 3 clusters Score -1.917709e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -19177128.000000 Penalty: 5946.410645
	Iteration 133Q: 3 clusters Score -1.917713e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 142620 members 
Entering Unmasked Estep 
Score: -19177154.000000 Penalty: 5946.410645
	Iteration 134Q: 3 clusters Score -1.917715e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -19177156.000000 Penalty: 5946.410645
	Iteration 135Q: 3 clusters Score -1.917716e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -19177124.000000 Penalty: 5946.410645
	Iteration 136Q: 3 clusters Score -1.917712e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 143102 members 
Entering Unmasked Estep 
Score: -19177146.000000 Penalty: 5946.410645
	Iteration 137Q: 3 clusters Score -1.917715e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 143244 members 
Entering Unmasked Estep 
Score: -19177162.000000 Penalty: 5946.410645
	Iteration 138Q: 3 clusters Score -1.917716e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 143373 members 
Entering Unmasked Estep 
Score: -19177170.000000 Penalty: 5946.410645
	Iteration 139Q: 3 clusters Score -1.917717e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 143513 members 
Entering Unmasked Estep 
Score: -19177200.000000 Penalty: 5946.410645
	Iteration 140F: 3 clusters Score -1.91772e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 143657 members 
Entering Unmasked Estep 
Score: -19177228.000000 Penalty: 5946.410645
	Iteration 141Q: 3 clusters Score -1.917723e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 143783 members 
Entering Unmasked Estep 
Score: -19177234.000000 Penalty: 5946.410645
	Iteration 142Q: 3 clusters Score -1.917723e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 143915 members 
Entering Unmasked Estep 
Score: -19177256.000000 Penalty: 5946.410645
	Iteration 143Q: 3 clusters Score -1.917726e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
Score: -19177274.000000 Penalty: 5946.410645
	Iteration 144Q: 3 clusters Score -1.917727e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 144179 members 
Entering Unmasked Estep 
Score: -19177254.000000 Penalty: 5946.410645
	Iteration 145Q: 3 clusters Score -1.917725e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 144329 members 
Entering Unmasked Estep 
Score: -19177292.000000 Penalty: 5946.410645
	Iteration 146Q: 3 clusters Score -1.917729e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 144456 members 
Entering Unmasked Estep 
Score: -19177314.000000 Penalty: 5946.410645
	Iteration 147Q: 3 clusters Score -1.917731e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -19177300.000000 Penalty: 5946.410645
	Iteration 148Q: 3 clusters Score -1.91773e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -19177296.000000 Penalty: 5946.410645
	Iteration 149Q: 3 clusters Score -1.91773e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -19177322.000000 Penalty: 5946.410645
	Iteration 150Q: 3 clusters Score -1.917732e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -19177308.000000 Penalty: 5946.410645
	Iteration 151Q: 3 clusters Score -1.917731e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 145014 members 
Entering Unmasked Estep 
Score: -19177342.000000 Penalty: 5946.410645
	Iteration 152Q: 3 clusters Score -1.917734e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -19177320.000000 Penalty: 5946.410645
	Iteration 153Q: 3 clusters Score -1.917732e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 145271 members 
Entering Unmasked Estep 
Score: -19177368.000000 Penalty: 5946.410645
	Iteration 154Q: 3 clusters Score -1.917737e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 145402 members 
Entering Unmasked Estep 
Score: -19177402.000000 Penalty: 5946.410645
	Iteration 155Q: 3 clusters Score -1.91774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -19177358.000000 Penalty: 5946.410645
	Iteration 156Q: 3 clusters Score -1.917736e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 145645 members 
Entering Unmasked Estep 
Score: -19177354.000000 Penalty: 5946.410645
	Iteration 157Q: 3 clusters Score -1.917735e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 145766 members 
Entering Unmasked Estep 
Score: -19177342.000000 Penalty: 5946.410645
	Iteration 158Q: 3 clusters Score -1.917734e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 145883 members 
Entering Unmasked Estep 
Score: -19177370.000000 Penalty: 5946.410645
	Iteration 159Q: 3 clusters Score -1.917737e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -19177364.000000 Penalty: 5946.410645
	Iteration 160F: 3 clusters Score -1.917736e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -19177368.000000 Penalty: 5946.410645
	Iteration 161Q: 3 clusters Score -1.917737e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -19177408.000000 Penalty: 5946.410645
	Iteration 162Q: 3 clusters Score -1.917741e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 146345 members 
Entering Unmasked Estep 
Score: -19177444.000000 Penalty: 5946.410645
	Iteration 163Q: 3 clusters Score -1.917744e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 146459 members 
Entering Unmasked Estep 
Score: -19177436.000000 Penalty: 5946.410645
	Iteration 164Q: 3 clusters Score -1.917744e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -19177504.000000 Penalty: 5946.410645
	Iteration 165Q: 3 clusters Score -1.91775e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 146725 members 
Entering Unmasked Estep 
Score: -19177516.000000 Penalty: 5946.410645
	Iteration 166Q: 3 clusters Score -1.917752e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 146855 members 
Entering Unmasked Estep 
Score: -19177520.000000 Penalty: 5946.410645
	Iteration 167Q: 3 clusters Score -1.917752e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 146965 members 
Entering Unmasked Estep 
Score: -19177522.000000 Penalty: 5946.410645
	Iteration 168Q: 3 clusters Score -1.917752e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -19177526.000000 Penalty: 5946.410645
	Iteration 169Q: 3 clusters Score -1.917753e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 147175 members 
Entering Unmasked Estep 
Score: -19177540.000000 Penalty: 5946.410645
	Iteration 170Q: 3 clusters Score -1.917754e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 147272 members 
Entering Unmasked Estep 
Score: -19177528.000000 Penalty: 5946.410645
	Iteration 171Q: 3 clusters Score -1.917753e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -19177526.000000 Penalty: 5946.410645
	Iteration 172Q: 3 clusters Score -1.917753e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -19177532.000000 Penalty: 5946.410645
	Iteration 173Q: 3 clusters Score -1.917753e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 147537 members 
Entering Unmasked Estep 
Score: -19177550.000000 Penalty: 5946.410645
	Iteration 174Q: 3 clusters Score -1.917755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 147622 members 
Entering Unmasked Estep 
Score: -19177520.000000 Penalty: 5946.410645
	Iteration 175Q: 3 clusters Score -1.917752e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -19177528.000000 Penalty: 5946.410645
	Iteration 176Q: 3 clusters Score -1.917753e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 147792 members 
Entering Unmasked Estep 
Score: -19177536.000000 Penalty: 5946.410645
	Iteration 177Q: 3 clusters Score -1.917754e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -19177558.000000 Penalty: 5946.410645
	Iteration 178Q: 3 clusters Score -1.917756e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -19177544.000000 Penalty: 5946.410645
	Iteration 179Q: 3 clusters Score -1.917754e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -19177534.000000 Penalty: 5946.410645
	Iteration 180F: 3 clusters Score -1.917753e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 148126 members 
Entering Unmasked Estep 
Score: -19177542.000000 Penalty: 5946.410645
	Iteration 181Q: 3 clusters Score -1.917754e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 148189 members 
Entering Unmasked Estep 
Score: -19177580.000000 Penalty: 5946.410645
	Iteration 182Q: 3 clusters Score -1.917758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 148244 members 
Entering Unmasked Estep 
Score: -19177542.000000 Penalty: 5946.410645
	Iteration 183Q: 3 clusters Score -1.917754e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -19177546.000000 Penalty: 5946.410645
	Iteration 184Q: 3 clusters Score -1.917755e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -19177536.000000 Penalty: 5946.410645
	Iteration 185Q: 3 clusters Score -1.917754e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 148406 members 
Entering Unmasked Estep 
Score: -19177550.000000 Penalty: 5946.410645
	Iteration 186Q: 3 clusters Score -1.917755e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 148454 members 
Entering Unmasked Estep 
Score: -19177546.000000 Penalty: 5946.410645
	Iteration 187Q: 3 clusters Score -1.917755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 148496 members 
Entering Unmasked Estep 
Score: -19177522.000000 Penalty: 5946.410645
	Iteration 188Q: 3 clusters Score -1.917752e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 148546 members 
Entering Unmasked Estep 
Score: -19177536.000000 Penalty: 5946.410645
	Iteration 189Q: 3 clusters Score -1.917754e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -19177576.000000 Penalty: 5946.410645
	Iteration 190Q: 3 clusters Score -1.917758e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -19177578.000000 Penalty: 5946.410645
	Iteration 191Q: 3 clusters Score -1.917758e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -19177548.000000 Penalty: 5946.410645
	Iteration 192Q: 3 clusters Score -1.917755e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 148796 members 
Entering Unmasked Estep 
Score: -19177532.000000 Penalty: 5946.410645
	Iteration 193Q: 3 clusters Score -1.917753e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 148858 members 
Entering Unmasked Estep 
Score: -19177520.000000 Penalty: 5946.410645
	Iteration 194Q: 3 clusters Score -1.917752e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 148927 members 
Entering Unmasked Estep 
Score: -19177552.000000 Penalty: 5946.410645
	Iteration 195Q: 3 clusters Score -1.917755e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -19177568.000000 Penalty: 5946.410645
	Iteration 196Q: 3 clusters Score -1.917757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -19177580.000000 Penalty: 5946.410645
	Iteration 197Q: 3 clusters Score -1.917758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 149096 members 
Entering Unmasked Estep 
Score: -19177602.000000 Penalty: 5946.410645
	Iteration 198Q: 3 clusters Score -1.91776e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -19177604.000000 Penalty: 5946.410645
	Iteration 199Q: 3 clusters Score -1.91776e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 149215 members 
Entering Unmasked Estep 
Score: -19177600.000000 Penalty: 5946.410645
	Iteration 200F: 3 clusters Score -1.91776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 149286 members 
Entering Unmasked Estep 
Score: -19177588.000000 Penalty: 5946.410645
	Iteration 201Q: 3 clusters Score -1.917759e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -19177600.000000 Penalty: 5946.410645
	Iteration 202Q: 3 clusters Score -1.91776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 149432 members 
Entering Unmasked Estep 
Score: -19177598.000000 Penalty: 5946.410645
	Iteration 203Q: 3 clusters Score -1.91776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -19177590.000000 Penalty: 5946.410645
	Iteration 204Q: 3 clusters Score -1.917759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -19177620.000000 Penalty: 5946.410645
	Iteration 205Q: 3 clusters Score -1.917762e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 149609 members 
Entering Unmasked Estep 
Score: -19177612.000000 Penalty: 5946.410645
	Iteration 206Q: 3 clusters Score -1.917761e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -19177588.000000 Penalty: 5946.410645
	Iteration 207Q: 3 clusters Score -1.917759e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 149702 members 
Entering Unmasked Estep 
Score: -19177598.000000 Penalty: 5946.410645
	Iteration 208Q: 3 clusters Score -1.91776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 149748 members 
Entering Unmasked Estep 
Score: -19177614.000000 Penalty: 5946.410645
	Iteration 209Q: 3 clusters Score -1.917761e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 149792 members 
Entering Unmasked Estep 
Score: -19177612.000000 Penalty: 5946.410645
	Iteration 210Q: 3 clusters Score -1.917761e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 149846 members 
Entering Unmasked Estep 
Score: -19177626.000000 Penalty: 5946.410645
	Iteration 211Q: 3 clusters Score -1.917763e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 149909 members 
Entering Unmasked Estep 
Score: -19177618.000000 Penalty: 5946.410645
	Iteration 212Q: 3 clusters Score -1.917762e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 149965 members 
Entering Unmasked Estep 
Score: -19177642.000000 Penalty: 5946.410645
	Iteration 213Q: 3 clusters Score -1.917764e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 150030 members 
Entering Unmasked Estep 
Score: -19177648.000000 Penalty: 5946.410645
	Iteration 214Q: 3 clusters Score -1.917765e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 150095 members 
Entering Unmasked Estep 
Score: -19177646.000000 Penalty: 5946.410645
	Iteration 215Q: 3 clusters Score -1.917765e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -19177646.000000 Penalty: 5946.410645
	Iteration 216Q: 3 clusters Score -1.917765e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -19177666.000000 Penalty: 5946.410645
	Iteration 217Q: 3 clusters Score -1.917767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -19177652.000000 Penalty: 5946.410645
	Iteration 218Q: 3 clusters Score -1.917765e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -19177624.000000 Penalty: 5946.410645
	Iteration 219Q: 3 clusters Score -1.917762e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 150449 members 
Entering Unmasked Estep 
Score: -19177654.000000 Penalty: 5946.410645
	Iteration 220F: 3 clusters Score -1.917765e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 150531 members 
Entering Unmasked Estep 
Score: -19177656.000000 Penalty: 5946.410645
	Iteration 221Q: 3 clusters Score -1.917766e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -19177638.000000 Penalty: 5946.410645
	Iteration 222Q: 3 clusters Score -1.917764e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -19177664.000000 Penalty: 5946.410645
	Iteration 223Q: 3 clusters Score -1.917766e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 150810 members 
Entering Unmasked Estep 
Score: -19177696.000000 Penalty: 5946.410645
	Iteration 224Q: 3 clusters Score -1.91777e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 150892 members 
Entering Unmasked Estep 
Score: -19177714.000000 Penalty: 5946.410645
	Iteration 225Q: 3 clusters Score -1.917771e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 150990 members 
Entering Unmasked Estep 
Score: -19177668.000000 Penalty: 5946.410645
	Iteration 226Q: 3 clusters Score -1.917767e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -19177682.000000 Penalty: 5946.410645
	Iteration 227Q: 3 clusters Score -1.917768e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -19177712.000000 Penalty: 5946.410645
	Iteration 228Q: 3 clusters Score -1.917771e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -19177728.000000 Penalty: 5946.410645
	Iteration 229Q: 3 clusters Score -1.917773e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 151374 members 
Entering Unmasked Estep 
Score: -19177740.000000 Penalty: 5946.410645
	Iteration 230Q: 3 clusters Score -1.917774e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -19177744.000000 Penalty: 5946.410645
	Iteration 231Q: 3 clusters Score -1.917774e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -19177720.000000 Penalty: 5946.410645
	Iteration 232Q: 3 clusters Score -1.917772e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -19177726.000000 Penalty: 5946.410645
	Iteration 233Q: 3 clusters Score -1.917773e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 151863 members 
Entering Unmasked Estep 
Score: -19177726.000000 Penalty: 5946.410645
	Iteration 234Q: 3 clusters Score -1.917773e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -19177722.000000 Penalty: 5946.410645
	Iteration 235Q: 3 clusters Score -1.917772e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -19177752.000000 Penalty: 5946.410645
	Iteration 236Q: 3 clusters Score -1.917775e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 152318 members 
Entering Unmasked Estep 
Score: -19177776.000000 Penalty: 5946.410645
	Iteration 237Q: 3 clusters Score -1.917778e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -19177832.000000 Penalty: 5946.410645
	Iteration 238Q: 3 clusters Score -1.917783e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -19177884.000000 Penalty: 5946.410645
	Iteration 239Q: 3 clusters Score -1.917788e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -19177828.000000 Penalty: 5946.410645
	Iteration 240F: 3 clusters Score -1.917783e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -19177852.000000 Penalty: 5946.410645
	Iteration 241Q: 3 clusters Score -1.917785e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 153096 members 
Entering Unmasked Estep 
Score: -19177914.000000 Penalty: 5946.410645
	Iteration 242Q: 3 clusters Score -1.917791e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 153270 members 
Entering Unmasked Estep 
Score: -19177952.000000 Penalty: 5946.410645
	Iteration 243Q: 3 clusters Score -1.917795e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -19177958.000000 Penalty: 5946.410645
	Iteration 244Q: 3 clusters Score -1.917796e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 153609 members 
Entering Unmasked Estep 
Score: -19177978.000000 Penalty: 5946.410645
	Iteration 245Q: 3 clusters Score -1.917798e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 153774 members 
Entering Unmasked Estep 
Score: -19177980.000000 Penalty: 5946.410645
	Iteration 246Q: 3 clusters Score -1.917798e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 153945 members 
Entering Unmasked Estep 
Score: -19177990.000000 Penalty: 5946.410645
	Iteration 247Q: 3 clusters Score -1.917799e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 154096 members 
Entering Unmasked Estep 
Score: -19178026.000000 Penalty: 5946.410645
	Iteration 248Q: 3 clusters Score -1.917803e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -19178068.000000 Penalty: 5946.410645
	Iteration 249Q: 3 clusters Score -1.917807e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 154436 members 
Entering Unmasked Estep 
Score: -19178120.000000 Penalty: 5946.410645
	Iteration 250Q: 3 clusters Score -1.917812e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 154601 members 
Entering Unmasked Estep 
Score: -19178118.000000 Penalty: 5946.410645
	Iteration 251Q: 3 clusters Score -1.917812e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -19178136.000000 Penalty: 5946.410645
	Iteration 252Q: 3 clusters Score -1.917814e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -19178156.000000 Penalty: 5946.410645
	Iteration 253Q: 3 clusters Score -1.917816e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -19178186.000000 Penalty: 5946.410645
	Iteration 254Q: 3 clusters Score -1.917819e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -19178186.000000 Penalty: 5946.410645
	Iteration 255Q: 3 clusters Score -1.917819e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -19178242.000000 Penalty: 5946.410645
	Iteration 256Q: 3 clusters Score -1.917824e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 155664 members 
Entering Unmasked Estep 
Score: -19178238.000000 Penalty: 5946.410645
	Iteration 257Q: 3 clusters Score -1.917824e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -19178264.000000 Penalty: 5946.410645
	Iteration 258Q: 3 clusters Score -1.917826e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -19178292.000000 Penalty: 5946.410645
	Iteration 259Q: 3 clusters Score -1.917829e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -19178348.000000 Penalty: 5946.410645
	Iteration 260F: 3 clusters Score -1.917835e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -19178326.000000 Penalty: 5946.410645
	Iteration 261Q: 3 clusters Score -1.917833e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 156556 members 
Entering Unmasked Estep 
Score: -19178366.000000 Penalty: 5946.410645
	Iteration 262Q: 3 clusters Score -1.917837e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 156692 members 
Entering Unmasked Estep 
Score: -19178360.000000 Penalty: 5946.410645
	Iteration 263Q: 3 clusters Score -1.917836e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 156827 members 
Entering Unmasked Estep 
Score: -19178384.000000 Penalty: 5946.410645
	Iteration 264Q: 3 clusters Score -1.917838e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -19178394.000000 Penalty: 5946.410645
	Iteration 265Q: 3 clusters Score -1.917839e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -19178402.000000 Penalty: 5946.410645
	Iteration 266Q: 3 clusters Score -1.91784e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -19178470.000000 Penalty: 5946.410645
	Iteration 267Q: 3 clusters Score -1.917847e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 157310 members 
Entering Unmasked Estep 
Score: -19178494.000000 Penalty: 5946.410645
	Iteration 268Q: 3 clusters Score -1.917849e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -19178508.000000 Penalty: 5946.410645
	Iteration 269Q: 3 clusters Score -1.917851e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 157516 members 
Entering Unmasked Estep 
Score: -19178532.000000 Penalty: 5946.410645
	Iteration 270Q: 3 clusters Score -1.917853e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 157607 members 
Entering Unmasked Estep 
Score: -19178580.000000 Penalty: 5946.410645
	Iteration 271Q: 3 clusters Score -1.917858e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -19178586.000000 Penalty: 5946.410645
	Iteration 272Q: 3 clusters Score -1.917859e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -19178602.000000 Penalty: 5946.410645
	Iteration 273Q: 3 clusters Score -1.91786e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -19178628.000000 Penalty: 5946.410645
	Iteration 274Q: 3 clusters Score -1.917863e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -19178640.000000 Penalty: 5946.410645
	Iteration 275Q: 3 clusters Score -1.917864e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -19178694.000000 Penalty: 5946.410645
	Iteration 276Q: 3 clusters Score -1.917869e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 158159 members 
Entering Unmasked Estep 
Score: -19178684.000000 Penalty: 5946.410645
	Iteration 277Q: 3 clusters Score -1.917868e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -19178648.000000 Penalty: 5946.410645
	Iteration 278Q: 3 clusters Score -1.917865e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -19178670.000000 Penalty: 5946.410645
	Iteration 279Q: 3 clusters Score -1.917867e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 158403 members 
Entering Unmasked Estep 
Score: -19178692.000000 Penalty: 5946.410645
	Iteration 280F: 3 clusters Score -1.917869e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 158485 members 
Entering Unmasked Estep 
Score: -19178704.000000 Penalty: 5946.410645
	Iteration 281Q: 3 clusters Score -1.91787e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -19178704.000000 Penalty: 5946.410645
	Iteration 282Q: 3 clusters Score -1.91787e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 158622 members 
Entering Unmasked Estep 
Score: -19178754.000000 Penalty: 5946.410645
	Iteration 283Q: 3 clusters Score -1.917875e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -19178750.000000 Penalty: 5946.410645
	Iteration 284Q: 3 clusters Score -1.917875e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -19178794.000000 Penalty: 5946.410645
	Iteration 285Q: 3 clusters Score -1.917879e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -19178820.000000 Penalty: 5946.410645
	Iteration 286Q: 3 clusters Score -1.917882e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 158857 members 
Entering Unmasked Estep 
Score: -19178826.000000 Penalty: 5946.410645
	Iteration 287Q: 3 clusters Score -1.917883e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -19178808.000000 Penalty: 5946.410645
	Iteration 288Q: 3 clusters Score -1.917881e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 158953 members 
Entering Unmasked Estep 
Score: -19178796.000000 Penalty: 5946.410645
	Iteration 289Q: 3 clusters Score -1.91788e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -19178776.000000 Penalty: 5946.410645
	Iteration 290Q: 3 clusters Score -1.917878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 159026 members 
Entering Unmasked Estep 
Score: -19178796.000000 Penalty: 5946.410645
	Iteration 291Q: 3 clusters Score -1.91788e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -19178826.000000 Penalty: 5946.410645
	Iteration 292Q: 3 clusters Score -1.917883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -19178834.000000 Penalty: 5946.410645
	Iteration 293Q: 3 clusters Score -1.917883e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 159151 members 
Entering Unmasked Estep 
Score: -19178844.000000 Penalty: 5946.410645
	Iteration 294Q: 3 clusters Score -1.917884e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -19178866.000000 Penalty: 5946.410645
	Iteration 295Q: 3 clusters Score -1.917887e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -19178834.000000 Penalty: 5946.410645
	Iteration 296Q: 3 clusters Score -1.917883e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -19178884.000000 Penalty: 5946.410645
	Iteration 297Q: 3 clusters Score -1.917888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 159298 members 
Entering Unmasked Estep 
Score: -19178894.000000 Penalty: 5946.410645
	Iteration 298Q: 3 clusters Score -1.917889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -19178878.000000 Penalty: 5946.410645
	Iteration 299Q: 3 clusters Score -1.917888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -19178890.000000 Penalty: 5946.410645
	Iteration 300F: 3 clusters Score -1.917889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 159363 members 
Entering Unmasked Estep 
Score: -19178894.000000 Penalty: 5946.410645
	Iteration 301Q: 3 clusters Score -1.917889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 159386 members 
Entering Unmasked Estep 
Score: -19178896.000000 Penalty: 5946.410645
	Iteration 302Q: 3 clusters Score -1.91789e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -19178892.000000 Penalty: 5946.410645
	Iteration 303Q: 3 clusters Score -1.917889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 159434 members 
Entering Unmasked Estep 
Score: -19178904.000000 Penalty: 5946.410645
	Iteration 304Q: 3 clusters Score -1.91789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 159450 members 
Entering Unmasked Estep 
Score: -19178924.000000 Penalty: 5946.410645
	Iteration 305Q: 3 clusters Score -1.917892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -19178934.000000 Penalty: 5946.410645
	Iteration 306Q: 3 clusters Score -1.917893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -19178938.000000 Penalty: 5946.410645
	Iteration 307Q: 3 clusters Score -1.917894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -19178936.000000 Penalty: 5946.410645
	Iteration 308Q: 3 clusters Score -1.917894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 159490 members 
Entering Unmasked Estep 
Score: -19178946.000000 Penalty: 5946.410645
	Iteration 309Q: 3 clusters Score -1.917895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -19178938.000000 Penalty: 5946.410645
	Iteration 310Q: 3 clusters Score -1.917894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 159508 members 
Entering Unmasked Estep 
Score: -19178936.000000 Penalty: 5946.410645
	Iteration 311Q: 3 clusters Score -1.917894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 159513 members 
Entering Unmasked Estep 
Score: -19178938.000000 Penalty: 5946.410645
	Iteration 312Q: 3 clusters Score -1.917894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -19178944.000000 Penalty: 5946.410645
	Iteration 313Q: 3 clusters Score -1.917894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 159524 members 
Entering Unmasked Estep 
Score: -19178932.000000 Penalty: 5946.410645
	Iteration 314Q: 3 clusters Score -1.917893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 159530 members 
Entering Unmasked Estep 
Score: -19178938.000000 Penalty: 5946.410645
	Iteration 315Q: 3 clusters Score -1.917894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 159535 members 
Entering Unmasked Estep 
Score: -19178952.000000 Penalty: 5946.410645
	Iteration 316Q: 3 clusters Score -1.917895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 159541 members 
Entering Unmasked Estep 
Score: -19178950.000000 Penalty: 5946.410645
	Iteration 317Q: 3 clusters Score -1.917895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 159545 members 
Entering Unmasked Estep 
Score: -19178956.000000 Penalty: 5946.410645
	Iteration 318Q: 3 clusters Score -1.917896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 159547 members 
Entering Unmasked Estep 
Score: -19178960.000000 Penalty: 5946.410645
	Iteration 319Q: 3 clusters Score -1.917896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 159549 members 
Entering Unmasked Estep 
Score: -19178958.000000 Penalty: 5946.410645
	Iteration 320F: 3 clusters Score -1.917896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -19178966.000000 Penalty: 5946.410645
	Iteration 321Q: 3 clusters Score -1.917897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 159555 members 
Entering Unmasked Estep 
Score: -19178954.000000 Penalty: 5946.410645
	Iteration 322Q: 3 clusters Score -1.917895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 159557 members 
Entering Unmasked Estep 
Score: -19178962.000000 Penalty: 5946.410645
	Iteration 323Q: 3 clusters Score -1.917896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 159558 members 
Entering Unmasked Estep 
Score: -19178968.000000 Penalty: 5946.410645
	Iteration 324Q: 3 clusters Score -1.917897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 159558 members 
Entering Unmasked Estep 
Score: -19178968.000000 Penalty: 5946.410645
	Iteration 325F: 3 clusters Score -1.917897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 92537 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 163488 members 
Mstep: Class 7 contains 81492 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 30156 members 
Mstep: Class 11 contains 170595 members 
Mstep: Class 12 contains 63124 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27204 members 
Mstep: Class 15 contains 47920 members 
Mstep: Class 16 contains 109326 members 
Mstep: Class 17 contains 75787 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 35258 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240477 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5756 members 
Mstep: Class 35 contains 160931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573808.000000 Penalty: 124948.460938
Iteration 479Q: 36 clusters Score -2.055738e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 92531 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18507 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 163462 members 
Mstep: Class 7 contains 81490 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 30150 members 
Mstep: Class 11 contains 170596 members 
Mstep: Class 12 contains 63136 members 
Mstep: Class 13 contains 70669 members 
Mstep: Class 14 contains 27203 members 
Mstep: Class 15 contains 47920 members 
Mstep: Class 16 contains 109339 members 
Mstep: Class 17 contains 75788 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17054 members 
Mstep: Class 20 contains 35256 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18961 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40127 members 
Mstep: Class 25 contains 240465 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4267 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5760 members 
Mstep: Class 35 contains 160953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573792.000000 Penalty: 124948.460938
Iteration 480F: 36 clusters Score -2.055738e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 92526 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 163416 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 12622 members 
Mstep: Class 10 contains 30149 members 
Mstep: Class 11 contains 170595 members 
Mstep: Class 12 contains 63149 members 
Mstep: Class 13 contains 70670 members 
Mstep: Class 14 contains 27197 members 
Mstep: Class 15 contains 47915 members 
Mstep: Class 16 contains 109342 members 
Mstep: Class 17 contains 75790 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17054 members 
Mstep: Class 20 contains 35255 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18961 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40127 members 
Mstep: Class 25 contains 240467 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4267 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5758 members 
Mstep: Class 35 contains 160994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573664.000000 Penalty: 124948.460938
Iteration 481Q: 36 clusters Score -2.055737e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92511 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18507 members 
Mstep: Class 5 contains 22620 members 
Mstep: Class 6 contains 163364 members 
Mstep: Class 7 contains 81492 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 170598 members 
Mstep: Class 12 contains 63155 members 
Mstep: Class 13 contains 70669 members 
Mstep: Class 14 contains 27194 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 109348 members 
Mstep: Class 17 contains 75790 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17054 members 
Mstep: Class 20 contains 35253 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 40124 members 
Mstep: Class 25 contains 240464 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4266 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5763 members 
Mstep: Class 35 contains 161054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573552.000000 Penalty: 124948.460938
Iteration 482Q: 36 clusters Score -2.055736e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92504 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22620 members 
Mstep: Class 6 contains 163313 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12624 members 
Mstep: Class 10 contains 30138 members 
Mstep: Class 11 contains 170602 members 
Mstep: Class 12 contains 63161 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27195 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 109358 members 
Mstep: Class 17 contains 75789 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17054 members 
Mstep: Class 20 contains 35249 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40123 members 
Mstep: Class 25 contains 240464 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4266 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12068 members 
Mstep: Class 34 contains 5766 members 
Mstep: Class 35 contains 161105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573648.000000 Penalty: 124948.460938
Iteration 483Q: 36 clusters Score -2.055736e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 92496 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18508 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 163269 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12624 members 
Mstep: Class 10 contains 30137 members 
Mstep: Class 11 contains 170602 members 
Mstep: Class 12 contains 63161 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27194 members 
Mstep: Class 15 contains 47913 members 
Mstep: Class 16 contains 109366 members 
Mstep: Class 17 contains 75788 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17055 members 
Mstep: Class 20 contains 35252 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40127 members 
Mstep: Class 25 contains 240454 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4265 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12069 members 
Mstep: Class 34 contains 5767 members 
Mstep: Class 35 contains 161155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573552.000000 Penalty: 124948.460938
Iteration 484Q: 36 clusters Score -2.055736e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 92489 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18506 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 163231 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 30137 members 
Mstep: Class 11 contains 170601 members 
Mstep: Class 12 contains 63163 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27197 members 
Mstep: Class 15 contains 47914 members 
Mstep: Class 16 contains 109370 members 
Mstep: Class 17 contains 75787 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17056 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240450 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4263 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12070 members 
Mstep: Class 34 contains 5769 members 
Mstep: Class 35 contains 161196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573648.000000 Penalty: 124948.460938
Iteration 485Q: 36 clusters Score -2.055736e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 92482 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 163191 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 30137 members 
Mstep: Class 11 contains 170601 members 
Mstep: Class 12 contains 63168 members 
Mstep: Class 13 contains 70668 members 
Mstep: Class 14 contains 27197 members 
Mstep: Class 15 contains 47913 members 
Mstep: Class 16 contains 109379 members 
Mstep: Class 17 contains 75789 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17056 members 
Mstep: Class 20 contains 35246 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40131 members 
Mstep: Class 25 contains 240443 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173400 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4261 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10960 members 
Mstep: Class 33 contains 12071 members 
Mstep: Class 34 contains 5772 members 
Mstep: Class 35 contains 161233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573632.000000 Penalty: 124948.460938
Iteration 486Q: 36 clusters Score -2.055736e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 92472 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18503 members 
Mstep: Class 5 contains 22619 members 
Mstep: Class 6 contains 163167 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12626 members 
Mstep: Class 10 contains 30135 members 
Mstep: Class 11 contains 170600 members 
Mstep: Class 12 contains 63163 members 
Mstep: Class 13 contains 70669 members 
Mstep: Class 14 contains 27199 members 
Mstep: Class 15 contains 47914 members 
Mstep: Class 16 contains 109384 members 
Mstep: Class 17 contains 75789 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17057 members 
Mstep: Class 20 contains 35248 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40129 members 
Mstep: Class 25 contains 240437 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173401 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4260 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10959 members 
Mstep: Class 33 contains 12071 members 
Mstep: Class 34 contains 5775 members 
Mstep: Class 35 contains 161266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573856.000000 Penalty: 124948.460938
Iteration 487Q: 36 clusters Score -2.055739e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 92472 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18504 members 
Mstep: Class 5 contains 22615 members 
Mstep: Class 6 contains 163129 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12627 members 
Mstep: Class 10 contains 30130 members 
Mstep: Class 11 contains 170599 members 
Mstep: Class 12 contains 63163 members 
Mstep: Class 13 contains 70670 members 
Mstep: Class 14 contains 27199 members 
Mstep: Class 15 contains 47913 members 
Mstep: Class 16 contains 109383 members 
Mstep: Class 17 contains 75791 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17059 members 
Mstep: Class 20 contains 35253 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40128 members 
Mstep: Class 25 contains 240446 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173402 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4258 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10958 members 
Mstep: Class 33 contains 12071 members 
Mstep: Class 34 contains 5780 members 
Mstep: Class 35 contains 161292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573808.000000 Penalty: 124948.460938
Iteration 488Q: 36 clusters Score -2.055738e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 92467 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 18508 members 
Mstep: Class 5 contains 22615 members 
Mstep: Class 6 contains 163092 members 
Mstep: Class 7 contains 81490 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 30127 members 
Mstep: Class 11 contains 170598 members 
Mstep: Class 12 contains 63161 members 
Mstep: Class 13 contains 70670 members 
Mstep: Class 14 contains 27195 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 109384 members 
Mstep: Class 17 contains 75793 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17059 members 
Mstep: Class 20 contains 35255 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40129 members 
Mstep: Class 25 contains 240447 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173400 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4257 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10959 members 
Mstep: Class 33 contains 12071 members 
Mstep: Class 34 contains 5786 members 
Mstep: Class 35 contains 161331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573824.000000 Penalty: 124948.460938
Iteration 489Q: 36 clusters Score -2.055738e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 92461 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18508 members 
Mstep: Class 5 contains 22615 members 
Mstep: Class 6 contains 163070 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7343 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 10 contains 30127 members 
Mstep: Class 11 contains 170600 members 
Mstep: Class 12 contains 63162 members 
Mstep: Class 13 contains 70669 members 
Mstep: Class 14 contains 27190 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 109383 members 
Mstep: Class 17 contains 75793 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17058 members 
Mstep: Class 20 contains 35256 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40129 members 
Mstep: Class 25 contains 240447 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173398 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4256 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12072 members 
Mstep: Class 34 contains 5784 members 
Mstep: Class 35 contains 161359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573872.000000 Penalty: 124948.460938
Iteration 490Q: 36 clusters Score -2.055739e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 92454 members 
Mstep: Class 3 contains 41345 members 
Mstep: Class 4 contains 18509 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 163038 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 12631 members 
Mstep: Class 10 contains 30124 members 
Mstep: Class 11 contains 170601 members 
Mstep: Class 12 contains 63164 members 
Mstep: Class 13 contains 70669 members 
Mstep: Class 14 contains 27187 members 
Mstep: Class 15 contains 47912 members 
Mstep: Class 16 contains 109385 members 
Mstep: Class 17 contains 75794 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17059 members 
Mstep: Class 20 contains 35255 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240445 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173397 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4254 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12072 members 
Mstep: Class 34 contains 5787 members 
Mstep: Class 35 contains 161393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574080.000000 Penalty: 124948.460938
Iteration 491Q: 36 clusters Score -2.055741e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 92450 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 163005 members 
Mstep: Class 7 contains 81492 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 10 contains 30122 members 
Mstep: Class 11 contains 170603 members 
Mstep: Class 12 contains 63169 members 
Mstep: Class 13 contains 70670 members 
Mstep: Class 14 contains 27187 members 
Mstep: Class 15 contains 47913 members 
Mstep: Class 16 contains 109390 members 
Mstep: Class 17 contains 75796 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17058 members 
Mstep: Class 20 contains 35253 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18961 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 240437 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173397 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4250 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12072 members 
Mstep: Class 34 contains 5792 members 
Mstep: Class 35 contains 161422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573872.000000 Penalty: 124948.460938
Iteration 492Q: 36 clusters Score -2.055739e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 92449 members 
Mstep: Class 3 contains 41343 members 
Mstep: Class 4 contains 18512 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 162990 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 10 contains 30119 members 
Mstep: Class 11 contains 170602 members 
Mstep: Class 12 contains 63176 members 
Mstep: Class 13 contains 70672 members 
Mstep: Class 14 contains 27183 members 
Mstep: Class 15 contains 47911 members 
Mstep: Class 16 contains 109394 members 
Mstep: Class 17 contains 75797 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17057 members 
Mstep: Class 20 contains 35252 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40131 members 
Mstep: Class 25 contains 240439 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173396 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4249 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12072 members 
Mstep: Class 34 contains 5793 members 
Mstep: Class 35 contains 161429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573648.000000 Penalty: 124948.460938
Iteration 493Q: 36 clusters Score -2.055736e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 92448 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18512 members 
Mstep: Class 5 contains 22624 members 
Mstep: Class 6 contains 162980 members 
Mstep: Class 7 contains 81491 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12634 members 
Mstep: Class 10 contains 30121 members 
Mstep: Class 11 contains 170603 members 
Mstep: Class 12 contains 63174 members 
Mstep: Class 13 contains 70673 members 
Mstep: Class 14 contains 27181 members 
Mstep: Class 15 contains 47910 members 
Mstep: Class 16 contains 109395 members 
Mstep: Class 17 contains 75799 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17059 members 
Mstep: Class 20 contains 35250 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40131 members 
Mstep: Class 25 contains 240429 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173398 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4246 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12073 members 
Mstep: Class 34 contains 5794 members 
Mstep: Class 35 contains 161445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573664.000000 Penalty: 124948.460938
Iteration 494Q: 36 clusters Score -2.055737e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 92443 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 22627 members 
Mstep: Class 6 contains 162981 members 
Mstep: Class 7 contains 81489 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 30120 members 
Mstep: Class 11 contains 170604 members 
Mstep: Class 12 contains 63173 members 
Mstep: Class 13 contains 70674 members 
Mstep: Class 14 contains 27180 members 
Mstep: Class 15 contains 47907 members 
Mstep: Class 16 contains 109398 members 
Mstep: Class 17 contains 75800 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17058 members 
Mstep: Class 20 contains 35251 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40133 members 
Mstep: Class 25 contains 240416 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173398 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4243 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12073 members 
Mstep: Class 34 contains 5797 members 
Mstep: Class 35 contains 161456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573696.000000 Penalty: 124948.460938
Iteration 495Q: 36 clusters Score -2.055737e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 92440 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 22631 members 
Mstep: Class 6 contains 162960 members 
Mstep: Class 7 contains 81487 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 30120 members 
Mstep: Class 11 contains 170606 members 
Mstep: Class 12 contains 63178 members 
Mstep: Class 13 contains 70674 members 
Mstep: Class 14 contains 27180 members 
Mstep: Class 15 contains 47906 members 
Mstep: Class 16 contains 109402 members 
Mstep: Class 17 contains 75801 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17056 members 
Mstep: Class 20 contains 35251 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18963 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40133 members 
Mstep: Class 25 contains 240414 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173398 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4243 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12072 members 
Mstep: Class 34 contains 5797 members 
Mstep: Class 35 contains 161474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573600.000000 Penalty: 124948.460938
Iteration 496Q: 36 clusters Score -2.055736e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92435 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18510 members 
Mstep: Class 5 contains 22631 members 
Mstep: Class 6 contains 162956 members 
Mstep: Class 7 contains 81486 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 30118 members 
Mstep: Class 11 contains 170608 members 
Mstep: Class 12 contains 63185 members 
Mstep: Class 13 contains 70677 members 
Mstep: Class 14 contains 27178 members 
Mstep: Class 15 contains 47906 members 
Mstep: Class 16 contains 109403 members 
Mstep: Class 17 contains 75801 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17056 members 
Mstep: Class 20 contains 35242 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40132 members 
Mstep: Class 25 contains 240415 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173398 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4244 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10961 members 
Mstep: Class 33 contains 12074 members 
Mstep: Class 34 contains 5797 members 
Mstep: Class 35 contains 161482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573952.000000 Penalty: 124948.460938
Iteration 497Q: 36 clusters Score -2.05574e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92426 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18513 members 
Mstep: Class 5 contains 22633 members 
Mstep: Class 6 contains 162950 members 
Mstep: Class 7 contains 81488 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12635 members 
Mstep: Class 10 contains 30117 members 
Mstep: Class 11 contains 170606 members 
Mstep: Class 12 contains 63195 members 
Mstep: Class 13 contains 70678 members 
Mstep: Class 14 contains 27178 members 
Mstep: Class 15 contains 47906 members 
Mstep: Class 16 contains 109403 members 
Mstep: Class 17 contains 75801 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 35236 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40131 members 
Mstep: Class 25 contains 240418 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173395 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4243 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12075 members 
Mstep: Class 34 contains 5799 members 
Mstep: Class 35 contains 161490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573856.000000 Penalty: 124948.460938
Iteration 498Q: 36 clusters Score -2.055739e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92423 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18514 members 
Mstep: Class 5 contains 22631 members 
Mstep: Class 6 contains 162938 members 
Mstep: Class 7 contains 81488 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12635 members 
Mstep: Class 10 contains 30116 members 
Mstep: Class 11 contains 170606 members 
Mstep: Class 12 contains 63201 members 
Mstep: Class 13 contains 70677 members 
Mstep: Class 14 contains 27181 members 
Mstep: Class 15 contains 47907 members 
Mstep: Class 16 contains 109407 members 
Mstep: Class 17 contains 75804 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17051 members 
Mstep: Class 20 contains 35233 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 40131 members 
Mstep: Class 25 contains 240414 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 173397 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4242 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12075 members 
Mstep: Class 34 contains 5800 members 
Mstep: Class 35 contains 161498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573968.000000 Penalty: 124948.460938
Iteration 499Q: 36 clusters Score -2.05574e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 92421 members 
Mstep: Class 3 contains 41344 members 
Mstep: Class 4 contains 18514 members 
Mstep: Class 5 contains 22631 members 
Mstep: Class 6 contains 162949 members 
Mstep: Class 7 contains 81487 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 12633 members 
Mstep: Class 10 contains 30115 members 
Mstep: Class 11 contains 170608 members 
Mstep: Class 12 contains 63206 members 
Mstep: Class 13 contains 70677 members 
Mstep: Class 14 contains 27189 members 
Mstep: Class 15 contains 47908 members 
Mstep: Class 16 contains 109408 members 
Mstep: Class 17 contains 75806 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 17048 members 
Mstep: Class 20 contains 35231 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 7506 members 
Mstep: Class 24 contains 40131 members 
Mstep: Class 25 contains 240410 members 
Mstep: Class 26 contains 1234 members 
Mstep: Class 27 contains 173397 members 
Mstep: Class 28 contains 361 members 
Mstep: Class 29 contains 4239 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 298 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 12075 members 
Mstep: Class 34 contains 5803 members 
Mstep: Class 35 contains 161482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574048.000000 Penalty: 124948.460938
Iteration 500F: 36 clusters Score -2.05574e+08 nChanged 161
Maximum iterations exceeded
--- Evaluating fit on full set of 5355296 points ---
Entering Unmasked Estep 
Score: -635238336.000000 Penalty: 134484.406250
23->36 Clusters: Score -635238336.000000, best is -638937920.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1785098 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 77958 members 
Mstep: Class 3 contains 78002 members 
Mstep: Class 4 contains 77533 members 
Mstep: Class 5 contains 77228 members 
Mstep: Class 6 contains 77554 members 
Mstep: Class 7 contains 77557 members 
Mstep: Class 8 contains 77442 members 
Mstep: Class 9 contains 77728 members 
Mstep: Class 10 contains 77483 members 
Mstep: Class 11 contains 77485 members 
Mstep: Class 12 contains 77935 members 
Mstep: Class 13 contains 76970 members 
Mstep: Class 14 contains 78061 members 
Mstep: Class 15 contains 77769 members 
Mstep: Class 16 contains 77692 members 
Mstep: Class 17 contains 77498 members 
Mstep: Class 18 contains 77383 members 
Mstep: Class 19 contains 78013 members 
Mstep: Class 20 contains 77186 members 
Mstep: Class 21 contains 77573 members 
Mstep: Class 22 contains 77627 members 
Mstep: Class 23 contains 77284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 818.131531 but Gain 3569.960938
Score: -196806000.000000 Penalty: 78539.031250
Iteration 0F: 23 clusters Score -1.96806e+08 nChanged 1701846
Entering Unmasked Mstep 
Mstep: Class 0 contains 2531 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 41600 members 
Mstep: Class 3 contains 121603 members 
Mstep: Class 4 contains 123721 members 
Mstep: Class 6 contains 97162 members 
Mstep: Class 7 contains 25675 members 
Mstep: Class 8 contains 75947 members 
Mstep: Class 9 contains 87922 members 
Mstep: Class 10 contains 35309 members 
Mstep: Class 11 contains 79121 members 
Mstep: Class 12 contains 82653 members 
Mstep: Class 13 contains 25907 members 
Mstep: Class 14 contains 75013 members 
Mstep: Class 15 contains 141200 members 
Mstep: Class 16 contains 64991 members 
Mstep: Class 17 contains 78379 members 
Mstep: Class 18 contains 79605 members 
Mstep: Class 19 contains 68842 members 
Mstep: Class 20 contains 103432 members 
Mstep: Class 21 contains 119658 members 
Mstep: Class 22 contains 53783 members 
Mstep: Class 23 contains 155937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -201117088.000000 Penalty: 78539.031250
Iteration 1F: 23 clusters Score -2.011171e+08 nChanged 708220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2383 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 39465 members 
Mstep: Class 3 contains 159525 members 
Mstep: Class 4 contains 155128 members 
Mstep: Class 6 contains 69123 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 82301 members 
Mstep: Class 9 contains 110529 members 
Mstep: Class 10 contains 20070 members 
Mstep: Class 11 contains 80998 members 
Mstep: Class 12 contains 87584 members 
Mstep: Class 13 contains 21441 members 
Mstep: Class 14 contains 80921 members 
Mstep: Class 15 contains 127174 members 
Mstep: Class 16 contains 77019 members 
Mstep: Class 17 contains 86455 members 
Mstep: Class 18 contains 73146 members 
Mstep: Class 19 contains 63476 members 
Mstep: Class 20 contains 69042 members 
Mstep: Class 21 contains 117092 members 
Mstep: Class 22 contains 45399 members 
Mstep: Class 23 contains 138938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -202624400.000000 Penalty: 78539.031250
Iteration 2F: 23 clusters Score -2.026244e+08 nChanged 562107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2302 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 39258 members 
Mstep: Class 3 contains 205297 members 
Mstep: Class 4 contains 154924 members 
Mstep: Class 6 contains 51437 members 
Mstep: Class 7 contains 18690 members 
Mstep: Class 8 contains 98745 members 
Mstep: Class 9 contains 125238 members 
Mstep: Class 10 contains 12248 members 
Mstep: Class 11 contains 71081 members 
Mstep: Class 12 contains 117045 members 
Mstep: Class 13 contains 22647 members 
Mstep: Class 14 contains 75324 members 
Mstep: Class 15 contains 102717 members 
Mstep: Class 16 contains 87416 members 
Mstep: Class 17 contains 93394 members 
Mstep: Class 18 contains 59825 members 
Mstep: Class 19 contains 66392 members 
Mstep: Class 20 contains 41811 members 
Mstep: Class 21 contains 116873 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 119061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -203608848.000000 Penalty: 78539.031250
Iteration 3F: 23 clusters Score -2.036088e+08 nChanged 420817
Entering Unmasked Mstep 
Mstep: Class 0 contains 2159 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 36730 members 
Mstep: Class 3 contains 245405 members 
Mstep: Class 4 contains 148037 members 
Mstep: Class 6 contains 41292 members 
Mstep: Class 7 contains 18617 members 
Mstep: Class 8 contains 110284 members 
Mstep: Class 9 contains 137267 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 66305 members 
Mstep: Class 12 contains 146663 members 
Mstep: Class 13 contains 19876 members 
Mstep: Class 14 contains 66736 members 
Mstep: Class 15 contains 82189 members 
Mstep: Class 16 contains 88247 members 
Mstep: Class 17 contains 102970 members 
Mstep: Class 18 contains 50137 members 
Mstep: Class 19 contains 65760 members 
Mstep: Class 20 contains 23165 members 
Mstep: Class 21 contains 116883 members 
Mstep: Class 22 contains 39554 members 
Mstep: Class 23 contains 106877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204225200.000000 Penalty: 78539.031250
Iteration 4F: 23 clusters Score -2.042252e+08 nChanged 295919
Entering Unmasked Mstep 
Mstep: Class 0 contains 506 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 34465 members 
Mstep: Class 3 contains 266703 members 
Mstep: Class 4 contains 148956 members 
Mstep: Class 6 contains 37131 members 
Mstep: Class 7 contains 17901 members 
Mstep: Class 8 contains 116102 members 
Mstep: Class 9 contains 140280 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 71313 members 
Mstep: Class 12 contains 164557 members 
Mstep: Class 13 contains 16322 members 
Mstep: Class 14 contains 57267 members 
Mstep: Class 15 contains 69510 members 
Mstep: Class 16 contains 85309 members 
Mstep: Class 17 contains 108238 members 
Mstep: Class 18 contains 44163 members 
Mstep: Class 19 contains 60922 members 
Mstep: Class 20 contains 14424 members 
Mstep: Class 21 contains 116068 members 
Mstep: Class 22 contains 45193 members 
Mstep: Class 23 contains 101521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204636240.000000 Penalty: 78539.031250
Iteration 5F: 23 clusters Score -2.046362e+08 nChanged 216588
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 32614 members 
Mstep: Class 3 contains 277087 members 
Mstep: Class 4 contains 155480 members 
Mstep: Class 6 contains 35388 members 
Mstep: Class 7 contains 17189 members 
Mstep: Class 8 contains 120688 members 
Mstep: Class 9 contains 136233 members 
Mstep: Class 10 contains 10871 members 
Mstep: Class 11 contains 81293 members 
Mstep: Class 12 contains 176661 members 
Mstep: Class 13 contains 13441 members 
Mstep: Class 14 contains 48655 members 
Mstep: Class 15 contains 61623 members 
Mstep: Class 16 contains 81832 members 
Mstep: Class 17 contains 109016 members 
Mstep: Class 18 contains 40215 members 
Mstep: Class 19 contains 54126 members 
Mstep: Class 20 contains 7930 members 
Mstep: Class 21 contains 113393 members 
Mstep: Class 22 contains 53396 members 
Mstep: Class 23 contains 99416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204830928.000000 Penalty: 78539.031250
Iteration 6F: 23 clusters Score -2.048309e+08 nChanged 167220
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 30111 members 
Mstep: Class 3 contains 281813 members 
Mstep: Class 4 contains 164084 members 
Mstep: Class 6 contains 33589 members 
Mstep: Class 7 contains 16503 members 
Mstep: Class 8 contains 124574 members 
Mstep: Class 9 contains 129694 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 93034 members 
Mstep: Class 12 contains 184504 members 
Mstep: Class 13 contains 11432 members 
Mstep: Class 14 contains 42263 members 
Mstep: Class 15 contains 56056 members 
Mstep: Class 16 contains 78077 members 
Mstep: Class 17 contains 108852 members 
Mstep: Class 18 contains 37449 members 
Mstep: Class 19 contains 46495 members 
Mstep: Class 20 contains 6105 members 
Mstep: Class 21 contains 109204 members 
Mstep: Class 22 contains 62427 members 
Mstep: Class 23 contains 97791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204964512.000000 Penalty: 78539.031250
Iteration 7F: 23 clusters Score -2.049645e+08 nChanged 135073
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 26906 members 
Mstep: Class 3 contains 282407 members 
Mstep: Class 4 contains 171485 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 15848 members 
Mstep: Class 8 contains 128333 members 
Mstep: Class 9 contains 123278 members 
Mstep: Class 10 contains 16431 members 
Mstep: Class 11 contains 105177 members 
Mstep: Class 12 contains 190937 members 
Mstep: Class 13 contains 10177 members 
Mstep: Class 14 contains 38899 members 
Mstep: Class 15 contains 51662 members 
Mstep: Class 16 contains 74332 members 
Mstep: Class 17 contains 108604 members 
Mstep: Class 18 contains 35487 members 
Mstep: Class 19 contains 39358 members 
Mstep: Class 20 contains 5532 members 
Mstep: Class 21 contains 104529 members 
Mstep: Class 22 contains 70888 members 
Mstep: Class 23 contains 96410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205048832.000000 Penalty: 78539.031250
Iteration 8F: 23 clusters Score -2.050488e+08 nChanged 111420
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 23607 members 
Mstep: Class 3 contains 280158 members 
Mstep: Class 4 contains 176724 members 
Mstep: Class 6 contains 30150 members 
Mstep: Class 7 contains 15344 members 
Mstep: Class 8 contains 131868 members 
Mstep: Class 9 contains 118361 members 
Mstep: Class 10 contains 18721 members 
Mstep: Class 11 contains 117121 members 
Mstep: Class 12 contains 196896 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 48021 members 
Mstep: Class 16 contains 70643 members 
Mstep: Class 17 contains 108092 members 
Mstep: Class 18 contains 33920 members 
Mstep: Class 19 contains 33211 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 99605 members 
Mstep: Class 22 contains 78609 members 
Mstep: Class 23 contains 95262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205106384.000000 Penalty: 78539.031250
Iteration 9F: 23 clusters Score -2.051064e+08 nChanged 93017
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 20573 members 
Mstep: Class 3 contains 276458 members 
Mstep: Class 4 contains 180124 members 
Mstep: Class 6 contains 28677 members 
Mstep: Class 7 contains 15050 members 
Mstep: Class 8 contains 134988 members 
Mstep: Class 9 contains 114889 members 
Mstep: Class 10 contains 20660 members 
Mstep: Class 11 contains 128701 members 
Mstep: Class 12 contains 202536 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 38133 members 
Mstep: Class 15 contains 44870 members 
Mstep: Class 16 contains 66711 members 
Mstep: Class 17 contains 107064 members 
Mstep: Class 18 contains 32726 members 
Mstep: Class 19 contains 28455 members 
Mstep: Class 20 contains 5120 members 
Mstep: Class 21 contains 94514 members 
Mstep: Class 22 contains 85660 members 
Mstep: Class 23 contains 93974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205146512.000000 Penalty: 78539.031250
Iteration 10F: 23 clusters Score -2.051465e+08 nChanged 80046
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 271431 members 
Mstep: Class 4 contains 181782 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 14785 members 
Mstep: Class 8 contains 137952 members 
Mstep: Class 9 contains 112996 members 
Mstep: Class 10 contains 22332 members 
Mstep: Class 11 contains 140240 members 
Mstep: Class 12 contains 207857 members 
Mstep: Class 13 contains 9821 members 
Mstep: Class 14 contains 39511 members 
Mstep: Class 15 contains 42079 members 
Mstep: Class 16 contains 62752 members 
Mstep: Class 17 contains 105306 members 
Mstep: Class 18 contains 31643 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 89214 members 
Mstep: Class 22 contains 92145 members 
Mstep: Class 23 contains 92571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205182992.000000 Penalty: 78539.031250
Iteration 11Q: 23 clusters Score -2.05183e+08 nChanged 71085
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 16100 members 
Mstep: Class 3 contains 265865 members 
Mstep: Class 4 contains 182318 members 
Mstep: Class 6 contains 26780 members 
Mstep: Class 7 contains 14480 members 
Mstep: Class 8 contains 140587 members 
Mstep: Class 9 contains 112630 members 
Mstep: Class 10 contains 23772 members 
Mstep: Class 11 contains 151470 members 
Mstep: Class 12 contains 212930 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 41339 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 58773 members 
Mstep: Class 17 contains 103061 members 
Mstep: Class 18 contains 30689 members 
Mstep: Class 19 contains 22028 members 
Mstep: Class 20 contains 4892 members 
Mstep: Class 21 contains 83644 members 
Mstep: Class 22 contains 98351 members 
Mstep: Class 23 contains 91005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205213568.000000 Penalty: 78539.031250
Iteration 12Q: 23 clusters Score -2.052136e+08 nChanged 64035
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 14574 members 
Mstep: Class 3 contains 259988 members 
Mstep: Class 4 contains 182007 members 
Mstep: Class 6 contains 26151 members 
Mstep: Class 7 contains 14142 members 
Mstep: Class 8 contains 143163 members 
Mstep: Class 9 contains 113349 members 
Mstep: Class 10 contains 25008 members 
Mstep: Class 11 contains 162464 members 
Mstep: Class 12 contains 217599 members 
Mstep: Class 13 contains 10650 members 
Mstep: Class 14 contains 43411 members 
Mstep: Class 15 contains 36792 members 
Mstep: Class 16 contains 54948 members 
Mstep: Class 17 contains 100591 members 
Mstep: Class 18 contains 29813 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 77750 members 
Mstep: Class 22 contains 104325 members 
Mstep: Class 23 contains 89256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205240160.000000 Penalty: 78539.031250
Iteration 13Q: 23 clusters Score -2.052402e+08 nChanged 59009
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 13411 members 
Mstep: Class 3 contains 254065 members 
Mstep: Class 4 contains 180748 members 
Mstep: Class 6 contains 25669 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 145413 members 
Mstep: Class 9 contains 114901 members 
Mstep: Class 10 contains 26048 members 
Mstep: Class 11 contains 172825 members 
Mstep: Class 12 contains 221979 members 
Mstep: Class 13 contains 11167 members 
Mstep: Class 14 contains 45744 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 51230 members 
Mstep: Class 17 contains 98326 members 
Mstep: Class 18 contains 29110 members 
Mstep: Class 19 contains 18340 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 71854 members 
Mstep: Class 22 contains 110177 members 
Mstep: Class 23 contains 87126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205263088.000000 Penalty: 78539.031250
Iteration 14Q: 23 clusters Score -2.052631e+08 nChanged 54265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 12638 members 
Mstep: Class 3 contains 248511 members 
Mstep: Class 4 contains 178761 members 
Mstep: Class 6 contains 25328 members 
Mstep: Class 7 contains 13326 members 
Mstep: Class 8 contains 147524 members 
Mstep: Class 9 contains 117065 members 
Mstep: Class 10 contains 26888 members 
Mstep: Class 11 contains 181948 members 
Mstep: Class 12 contains 225806 members 
Mstep: Class 13 contains 11703 members 
Mstep: Class 14 contains 48213 members 
Mstep: Class 15 contains 32122 members 
Mstep: Class 16 contains 47923 members 
Mstep: Class 17 contains 96478 members 
Mstep: Class 18 contains 28403 members 
Mstep: Class 19 contains 17058 members 
Mstep: Class 20 contains 4604 members 
Mstep: Class 21 contains 66310 members 
Mstep: Class 22 contains 115881 members 
Mstep: Class 23 contains 84828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205283232.000000 Penalty: 78539.031250
Iteration 15Q: 23 clusters Score -2.052832e+08 nChanged 48530
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 12108 members 
Mstep: Class 3 contains 243653 members 
Mstep: Class 4 contains 176273 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 12849 members 
Mstep: Class 8 contains 149579 members 
Mstep: Class 9 contains 119210 members 
Mstep: Class 10 contains 27646 members 
Mstep: Class 11 contains 189090 members 
Mstep: Class 12 contains 229289 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 50759 members 
Mstep: Class 15 contains 30007 members 
Mstep: Class 16 contains 45014 members 
Mstep: Class 17 contains 95098 members 
Mstep: Class 18 contains 27791 members 
Mstep: Class 19 contains 15976 members 
Mstep: Class 20 contains 4532 members 
Mstep: Class 21 contains 61635 members 
Mstep: Class 22 contains 121275 members 
Mstep: Class 23 contains 82529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205300080.000000 Penalty: 78539.031250
Iteration 16Q: 23 clusters Score -2.053001e+08 nChanged 43465
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 239366 members 
Mstep: Class 4 contains 173249 members 
Mstep: Class 6 contains 24752 members 
Mstep: Class 7 contains 12424 members 
Mstep: Class 8 contains 151787 members 
Mstep: Class 9 contains 121125 members 
Mstep: Class 10 contains 28325 members 
Mstep: Class 11 contains 194351 members 
Mstep: Class 12 contains 232366 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 53448 members 
Mstep: Class 15 contains 28103 members 
Mstep: Class 16 contains 42649 members 
Mstep: Class 17 contains 94029 members 
Mstep: Class 18 contains 27277 members 
Mstep: Class 19 contains 15134 members 
Mstep: Class 20 contains 4461 members 
Mstep: Class 21 contains 57806 members 
Mstep: Class 22 contains 126372 members 
Mstep: Class 23 contains 80170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205312768.000000 Penalty: 78539.031250
Iteration 17Q: 23 clusters Score -2.053128e+08 nChanged 38050
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 235750 members 
Mstep: Class 4 contains 169848 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 8 contains 154048 members 
Mstep: Class 9 contains 122608 members 
Mstep: Class 10 contains 28934 members 
Mstep: Class 11 contains 198312 members 
Mstep: Class 12 contains 235029 members 
Mstep: Class 13 contains 13478 members 
Mstep: Class 14 contains 56276 members 
Mstep: Class 15 contains 26444 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 93162 members 
Mstep: Class 18 contains 26804 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 4432 members 
Mstep: Class 21 contains 54831 members 
Mstep: Class 22 contains 130967 members 
Mstep: Class 23 contains 77810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205322992.000000 Penalty: 78539.031250
Iteration 18Q: 23 clusters Score -2.05323e+08 nChanged 33872
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 232536 members 
Mstep: Class 4 contains 166413 members 
Mstep: Class 6 contains 24367 members 
Mstep: Class 7 contains 11677 members 
Mstep: Class 8 contains 156366 members 
Mstep: Class 9 contains 123699 members 
Mstep: Class 10 contains 29457 members 
Mstep: Class 11 contains 201179 members 
Mstep: Class 12 contains 237455 members 
Mstep: Class 13 contains 14115 members 
Mstep: Class 14 contains 58947 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 39310 members 
Mstep: Class 17 contains 92458 members 
Mstep: Class 18 contains 26366 members 
Mstep: Class 19 contains 13820 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 21 contains 52483 members 
Mstep: Class 22 contains 135052 members 
Mstep: Class 23 contains 75655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205331728.000000 Penalty: 78539.031250
Iteration 19Q: 23 clusters Score -2.053317e+08 nChanged 30045
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 229693 members 
Mstep: Class 4 contains 163118 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 11261 members 
Mstep: Class 8 contains 158721 members 
Mstep: Class 9 contains 124448 members 
Mstep: Class 10 contains 29903 members 
Mstep: Class 11 contains 203187 members 
Mstep: Class 12 contains 239719 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 61405 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 16 contains 38326 members 
Mstep: Class 17 contains 91920 members 
Mstep: Class 18 contains 25895 members 
Mstep: Class 19 contains 13274 members 
Mstep: Class 20 contains 4405 members 
Mstep: Class 21 contains 50543 members 
Mstep: Class 22 contains 138667 members 
Mstep: Class 23 contains 73808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205341040.000000 Penalty: 78539.031250
Iteration 20F: 23 clusters Score -2.05341e+08 nChanged 27514
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 12318 members 
Mstep: Class 3 contains 227208 members 
Mstep: Class 4 contains 159988 members 
Mstep: Class 6 contains 23885 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 161000 members 
Mstep: Class 9 contains 124855 members 
Mstep: Class 10 contains 30296 members 
Mstep: Class 11 contains 204551 members 
Mstep: Class 12 contains 241818 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 63755 members 
Mstep: Class 15 contains 22284 members 
Mstep: Class 16 contains 37815 members 
Mstep: Class 17 contains 91490 members 
Mstep: Class 18 contains 25411 members 
Mstep: Class 19 contains 13216 members 
Mstep: Class 20 contains 4109 members 
Mstep: Class 21 contains 49031 members 
Mstep: Class 22 contains 141723 members 
Mstep: Class 23 contains 71960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205349952.000000 Penalty: 78539.031250
Iteration 21Q: 23 clusters Score -2.0535e+08 nChanged 25384
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 12858 members 
Mstep: Class 3 contains 224816 members 
Mstep: Class 4 contains 157158 members 
Mstep: Class 6 contains 23574 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 163261 members 
Mstep: Class 9 contains 125231 members 
Mstep: Class 10 contains 30647 members 
Mstep: Class 11 contains 205564 members 
Mstep: Class 12 contains 243800 members 
Mstep: Class 13 contains 16063 members 
Mstep: Class 14 contains 65810 members 
Mstep: Class 15 contains 21090 members 
Mstep: Class 16 contains 37612 members 
Mstep: Class 17 contains 91165 members 
Mstep: Class 18 contains 24872 members 
Mstep: Class 19 contains 12856 members 
Mstep: Class 20 contains 3910 members 
Mstep: Class 21 contains 47701 members 
Mstep: Class 22 contains 144378 members 
Mstep: Class 23 contains 70384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205356208.000000 Penalty: 78539.031250
Iteration 22Q: 23 clusters Score -2.053562e+08 nChanged 23424
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 13514 members 
Mstep: Class 3 contains 222611 members 
Mstep: Class 4 contains 154613 members 
Mstep: Class 6 contains 23295 members 
Mstep: Class 7 contains 9820 members 
Mstep: Class 8 contains 165432 members 
Mstep: Class 9 contains 125459 members 
Mstep: Class 10 contains 30957 members 
Mstep: Class 11 contains 206209 members 
Mstep: Class 12 contains 245677 members 
Mstep: Class 13 contains 16779 members 
Mstep: Class 14 contains 67627 members 
Mstep: Class 15 contains 20006 members 
Mstep: Class 16 contains 37701 members 
Mstep: Class 17 contains 90932 members 
Mstep: Class 18 contains 24324 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 46540 members 
Mstep: Class 22 contains 146611 members 
Mstep: Class 23 contains 69005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205362464.000000 Penalty: 78539.031250
Iteration 23Q: 23 clusters Score -2.053625e+08 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 220674 members 
Mstep: Class 4 contains 152345 members 
Mstep: Class 6 contains 23020 members 
Mstep: Class 7 contains 9295 members 
Mstep: Class 8 contains 167403 members 
Mstep: Class 9 contains 125635 members 
Mstep: Class 10 contains 31239 members 
Mstep: Class 11 contains 206523 members 
Mstep: Class 12 contains 247322 members 
Mstep: Class 13 contains 17514 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 37995 members 
Mstep: Class 17 contains 90762 members 
Mstep: Class 18 contains 23743 members 
Mstep: Class 19 contains 11901 members 
Mstep: Class 20 contains 3615 members 
Mstep: Class 21 contains 45484 members 
Mstep: Class 22 contains 148496 members 
Mstep: Class 23 contains 67831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205367744.000000 Penalty: 78539.031250
Iteration 24Q: 23 clusters Score -2.053677e+08 nChanged 19929
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 14975 members 
Mstep: Class 3 contains 218852 members 
Mstep: Class 4 contains 150417 members 
Mstep: Class 6 contains 22768 members 
Mstep: Class 7 contains 8787 members 
Mstep: Class 8 contains 169211 members 
Mstep: Class 9 contains 125703 members 
Mstep: Class 10 contains 31465 members 
Mstep: Class 11 contains 206634 members 
Mstep: Class 12 contains 248890 members 
Mstep: Class 13 contains 18225 members 
Mstep: Class 14 contains 70561 members 
Mstep: Class 15 contains 18546 members 
Mstep: Class 16 contains 38361 members 
Mstep: Class 17 contains 90625 members 
Mstep: Class 18 contains 23218 members 
Mstep: Class 19 contains 11337 members 
Mstep: Class 20 contains 3585 members 
Mstep: Class 21 contains 44531 members 
Mstep: Class 22 contains 150141 members 
Mstep: Class 23 contains 66727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205373824.000000 Penalty: 78539.031250
Iteration 25Q: 23 clusters Score -2.053738e+08 nChanged 18291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 217285 members 
Mstep: Class 4 contains 148776 members 
Mstep: Class 6 contains 22522 members 
Mstep: Class 7 contains 8444 members 
Mstep: Class 8 contains 170758 members 
Mstep: Class 9 contains 125650 members 
Mstep: Class 10 contains 31684 members 
Mstep: Class 11 contains 206615 members 
Mstep: Class 12 contains 250165 members 
Mstep: Class 13 contains 18971 members 
Mstep: Class 14 contains 71694 members 
Mstep: Class 15 contains 18047 members 
Mstep: Class 16 contains 38799 members 
Mstep: Class 17 contains 90509 members 
Mstep: Class 18 contains 22708 members 
Mstep: Class 19 contains 10859 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 43648 members 
Mstep: Class 22 contains 151531 members 
Mstep: Class 23 contains 65742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205378544.000000 Penalty: 78539.031250
Iteration 26Q: 23 clusters Score -2.053785e+08 nChanged 16782
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 16419 members 
Mstep: Class 3 contains 215946 members 
Mstep: Class 4 contains 147352 members 
Mstep: Class 6 contains 22268 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 171981 members 
Mstep: Class 9 contains 125531 members 
Mstep: Class 10 contains 31873 members 
Mstep: Class 11 contains 206488 members 
Mstep: Class 12 contains 251304 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 72652 members 
Mstep: Class 15 contains 17656 members 
Mstep: Class 16 contains 39254 members 
Mstep: Class 17 contains 90355 members 
Mstep: Class 18 contains 22275 members 
Mstep: Class 19 contains 10490 members 
Mstep: Class 20 contains 3567 members 
Mstep: Class 21 contains 42876 members 
Mstep: Class 22 contains 152635 members 
Mstep: Class 23 contains 64842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205383392.000000 Penalty: 78539.031250
Iteration 27Q: 23 clusters Score -2.053834e+08 nChanged 15307
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 17139 members 
Mstep: Class 3 contains 214853 members 
Mstep: Class 4 contains 146131 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 172919 members 
Mstep: Class 9 contains 125354 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 206233 members 
Mstep: Class 12 contains 252379 members 
Mstep: Class 13 contains 20525 members 
Mstep: Class 14 contains 73394 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 90229 members 
Mstep: Class 18 contains 21880 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 3563 members 
Mstep: Class 21 contains 42135 members 
Mstep: Class 22 contains 153559 members 
Mstep: Class 23 contains 64013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205386176.000000 Penalty: 78539.031250
Iteration 28Q: 23 clusters Score -2.053862e+08 nChanged 14416
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 17807 members 
Mstep: Class 3 contains 213974 members 
Mstep: Class 4 contains 145035 members 
Mstep: Class 6 contains 21713 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 173634 members 
Mstep: Class 9 contains 125128 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 205847 members 
Mstep: Class 12 contains 253392 members 
Mstep: Class 13 contains 21272 members 
Mstep: Class 14 contains 73956 members 
Mstep: Class 15 contains 17190 members 
Mstep: Class 16 contains 40414 members 
Mstep: Class 17 contains 90074 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 41481 members 
Mstep: Class 22 contains 154375 members 
Mstep: Class 23 contains 63305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205388896.000000 Penalty: 78539.031250
Iteration 29Q: 23 clusters Score -2.053889e+08 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 18500 members 
Mstep: Class 3 contains 213337 members 
Mstep: Class 4 contains 144110 members 
Mstep: Class 6 contains 21514 members 
Mstep: Class 7 contains 7916 members 
Mstep: Class 8 contains 174138 members 
Mstep: Class 9 contains 124868 members 
Mstep: Class 10 contains 32268 members 
Mstep: Class 11 contains 205420 members 
Mstep: Class 12 contains 254341 members 
Mstep: Class 13 contains 21934 members 
Mstep: Class 14 contains 74397 members 
Mstep: Class 15 contains 17047 members 
Mstep: Class 16 contains 40974 members 
Mstep: Class 17 contains 89928 members 
Mstep: Class 18 contains 21092 members 
Mstep: Class 19 contains 9877 members 
Mstep: Class 20 contains 3562 members 
Mstep: Class 21 contains 40858 members 
Mstep: Class 22 contains 155102 members 
Mstep: Class 23 contains 62666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205391888.000000 Penalty: 78539.031250
Iteration 30Q: 23 clusters Score -2.053919e+08 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 19204 members 
Mstep: Class 3 contains 212921 members 
Mstep: Class 4 contains 143290 members 
Mstep: Class 6 contains 21360 members 
Mstep: Class 7 contains 7858 members 
Mstep: Class 8 contains 174376 members 
Mstep: Class 9 contains 124585 members 
Mstep: Class 10 contains 32364 members 
Mstep: Class 11 contains 204947 members 
Mstep: Class 12 contains 255183 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 74750 members 
Mstep: Class 15 contains 16976 members 
Mstep: Class 16 contains 41501 members 
Mstep: Class 17 contains 89805 members 
Mstep: Class 18 contains 20786 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 3561 members 
Mstep: Class 21 contains 40234 members 
Mstep: Class 22 contains 155771 members 
Mstep: Class 23 contains 62045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205394432.000000 Penalty: 78539.031250
Iteration 31Q: 23 clusters Score -2.053944e+08 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 19888 members 
Mstep: Class 3 contains 212735 members 
Mstep: Class 4 contains 142470 members 
Mstep: Class 6 contains 21204 members 
Mstep: Class 7 contains 7817 members 
Mstep: Class 8 contains 174403 members 
Mstep: Class 9 contains 124314 members 
Mstep: Class 10 contains 32461 members 
Mstep: Class 11 contains 204468 members 
Mstep: Class 12 contains 256020 members 
Mstep: Class 13 contains 23196 members 
Mstep: Class 14 contains 75053 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 41922 members 
Mstep: Class 17 contains 89650 members 
Mstep: Class 18 contains 20545 members 
Mstep: Class 19 contains 9629 members 
Mstep: Class 20 contains 3559 members 
Mstep: Class 21 contains 39616 members 
Mstep: Class 22 contains 156436 members 
Mstep: Class 23 contains 61527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205396960.000000 Penalty: 78539.031250
Iteration 32Q: 23 clusters Score -2.05397e+08 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 20534 members 
Mstep: Class 3 contains 212716 members 
Mstep: Class 4 contains 141772 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 174285 members 
Mstep: Class 9 contains 124035 members 
Mstep: Class 10 contains 32540 members 
Mstep: Class 11 contains 203962 members 
Mstep: Class 12 contains 256778 members 
Mstep: Class 13 contains 23767 members 
Mstep: Class 14 contains 75233 members 
Mstep: Class 15 contains 16989 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 89520 members 
Mstep: Class 18 contains 20360 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 3560 members 
Mstep: Class 21 contains 39075 members 
Mstep: Class 22 contains 157008 members 
Mstep: Class 23 contains 61029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205399344.000000 Penalty: 78539.031250
Iteration 33Q: 23 clusters Score -2.053993e+08 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 21165 members 
Mstep: Class 3 contains 212808 members 
Mstep: Class 4 contains 141220 members 
Mstep: Class 6 contains 20968 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 174040 members 
Mstep: Class 9 contains 123730 members 
Mstep: Class 10 contains 32613 members 
Mstep: Class 11 contains 203532 members 
Mstep: Class 12 contains 257531 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 75304 members 
Mstep: Class 15 contains 17041 members 
Mstep: Class 16 contains 42719 members 
Mstep: Class 17 contains 89370 members 
Mstep: Class 18 contains 20219 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 38535 members 
Mstep: Class 22 contains 157525 members 
Mstep: Class 23 contains 60619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205401504.000000 Penalty: 78539.031250
Iteration 34Q: 23 clusters Score -2.054015e+08 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 213015 members 
Mstep: Class 4 contains 140723 members 
Mstep: Class 6 contains 20944 members 
Mstep: Class 7 contains 7681 members 
Mstep: Class 8 contains 173656 members 
Mstep: Class 9 contains 123409 members 
Mstep: Class 10 contains 32658 members 
Mstep: Class 11 contains 203057 members 
Mstep: Class 12 contains 258262 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 75292 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 43054 members 
Mstep: Class 17 contains 89273 members 
Mstep: Class 18 contains 20134 members 
Mstep: Class 19 contains 9363 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 38025 members 
Mstep: Class 22 contains 158014 members 
Mstep: Class 23 contains 60251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205402528.000000 Penalty: 78539.031250
Iteration 35Q: 23 clusters Score -2.054025e+08 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 22379 members 
Mstep: Class 3 contains 213311 members 
Mstep: Class 4 contains 140332 members 
Mstep: Class 6 contains 20959 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 173185 members 
Mstep: Class 9 contains 123129 members 
Mstep: Class 10 contains 32699 members 
Mstep: Class 11 contains 202615 members 
Mstep: Class 12 contains 258907 members 
Mstep: Class 13 contains 25022 members 
Mstep: Class 14 contains 75202 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 43305 members 
Mstep: Class 17 contains 89193 members 
Mstep: Class 18 contains 20012 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 3557 members 
Mstep: Class 21 contains 37525 members 
Mstep: Class 22 contains 158482 members 
Mstep: Class 23 contains 59982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205404640.000000 Penalty: 78539.031250
Iteration 36Q: 23 clusters Score -2.054046e+08 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 22937 members 
Mstep: Class 3 contains 213717 members 
Mstep: Class 4 contains 139948 members 
Mstep: Class 6 contains 20988 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 172647 members 
Mstep: Class 9 contains 122832 members 
Mstep: Class 10 contains 32729 members 
Mstep: Class 11 contains 202218 members 
Mstep: Class 12 contains 259495 members 
Mstep: Class 13 contains 25261 members 
Mstep: Class 14 contains 75078 members 
Mstep: Class 15 contains 17409 members 
Mstep: Class 16 contains 43552 members 
Mstep: Class 17 contains 89156 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 9221 members 
Mstep: Class 20 contains 3557 members 
Mstep: Class 21 contains 37059 members 
Mstep: Class 22 contains 158955 members 
Mstep: Class 23 contains 59747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205405168.000000 Penalty: 78539.031250
Iteration 37Q: 23 clusters Score -2.054052e+08 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 23445 members 
Mstep: Class 3 contains 214217 members 
Mstep: Class 4 contains 139687 members 
Mstep: Class 6 contains 21018 members 
Mstep: Class 7 contains 7584 members 
Mstep: Class 8 contains 172051 members 
Mstep: Class 9 contains 122584 members 
Mstep: Class 10 contains 32774 members 
Mstep: Class 11 contains 201896 members 
Mstep: Class 12 contains 260009 members 
Mstep: Class 13 contains 25505 members 
Mstep: Class 14 contains 74903 members 
Mstep: Class 15 contains 17484 members 
Mstep: Class 16 contains 43756 members 
Mstep: Class 17 contains 89117 members 
Mstep: Class 18 contains 19777 members 
Mstep: Class 19 contains 9160 members 
Mstep: Class 20 contains 3557 members 
Mstep: Class 21 contains 36589 members 
Mstep: Class 22 contains 159368 members 
Mstep: Class 23 contains 59520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205405152.000000 Penalty: 78539.031250
Iteration 38Q: 23 clusters Score -2.054052e+08 nChanged 7478
Entering ConstructFrom: 
Score: -205405152.000000 Penalty: 78539.031250
Entering ConstructFrom: 
Trying to split cluster 1 (51058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Entering Unmasked Estep 
Score: -5964235.500000 Penalty: 2688.497803
	Iteration 0F: 2 clusters Score -5964236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5929915.500000 Penalty: 5376.995605
	Iteration 0F: 3 clusters Score -5929916 nChanged 23556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5943451.000000 Penalty: 5376.995605
	Iteration 1F: 3 clusters Score -5943451 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -5944861.000000 Penalty: 5376.995605
	Iteration 2F: 3 clusters Score -5944861 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -5946817.500000 Penalty: 5376.995605
	Iteration 3F: 3 clusters Score -5946818 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -5949431.000000 Penalty: 5376.995605
	Iteration 4F: 3 clusters Score -5949431 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5952436.000000 Penalty: 5376.995605
	Iteration 5F: 3 clusters Score -5952436 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5955080.500000 Penalty: 5376.995605
	Iteration 6F: 3 clusters Score -5955080 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -5956774.000000 Penalty: 5376.995605
	Iteration 7F: 3 clusters Score -5956774 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -5957656.500000 Penalty: 5376.995605
	Iteration 8Q: 3 clusters Score -5957656 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -5958176.500000 Penalty: 5376.995605
	Iteration 9Q: 3 clusters Score -5958176 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5958425.500000 Penalty: 5376.995605
	Iteration 10Q: 3 clusters Score -5958426 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -5958623.000000 Penalty: 5376.995605
	Iteration 11Q: 3 clusters Score -5958623 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -5958736.000000 Penalty: 5376.995605
	Iteration 12Q: 3 clusters Score -5958736 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5958877.500000 Penalty: 5376.995605
	Iteration 13Q: 3 clusters Score -5958878 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5959005.500000 Penalty: 5376.995605
	Iteration 14Q: 3 clusters Score -5959006 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -5959100.000000 Penalty: 5376.995605
	Iteration 15Q: 3 clusters Score -5959100 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -5959261.500000 Penalty: 5376.995605
	Iteration 16Q: 3 clusters Score -5959262 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -5959389.500000 Penalty: 5376.995605
	Iteration 17Q: 3 clusters Score -5959390 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -5959547.500000 Penalty: 5376.995605
	Iteration 18Q: 3 clusters Score -5959548 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5959753.000000 Penalty: 5376.995605
	Iteration 19Q: 3 clusters Score -5959753 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -5959997.000000 Penalty: 5376.995605
	Iteration 20F: 3 clusters Score -5959997 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5960209.500000 Penalty: 5376.995605
	Iteration 21Q: 3 clusters Score -5960210 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5960494.000000 Penalty: 5376.995605
	Iteration 22Q: 3 clusters Score -5960494 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -5960813.000000 Penalty: 5376.995605
	Iteration 23Q: 3 clusters Score -5960813 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5961177.500000 Penalty: 5376.995605
	Iteration 24Q: 3 clusters Score -5961178 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -5961503.000000 Penalty: 5376.995605
	Iteration 25Q: 3 clusters Score -5961503 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5961852.500000 Penalty: 5376.995605
	Iteration 26Q: 3 clusters Score -5961852 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -5962193.000000 Penalty: 5376.995605
	Iteration 27Q: 3 clusters Score -5962193 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -5962515.500000 Penalty: 5376.995605
	Iteration 28Q: 3 clusters Score -5962516 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5962809.500000 Penalty: 5376.995605
	Iteration 29Q: 3 clusters Score -5962810 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -5963077.500000 Penalty: 5376.995605
	Iteration 30Q: 3 clusters Score -5963078 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -5963284.500000 Penalty: 5376.995605
	Iteration 31Q: 3 clusters Score -5963284 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -5963438.500000 Penalty: 5376.995605
	Iteration 32Q: 3 clusters Score -5963438 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -5963536.500000 Penalty: 5376.995605
	Iteration 33Q: 3 clusters Score -5963536 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -5963667.500000 Penalty: 5376.995605
	Iteration 34Q: 3 clusters Score -5963668 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -5963745.500000 Penalty: 5376.995605
	Iteration 35Q: 3 clusters Score -5963746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -5963802.000000 Penalty: 5376.995605
	Iteration 36Q: 3 clusters Score -5963802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -5963864.000000 Penalty: 5376.995605
	Iteration 37Q: 3 clusters Score -5963864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -5963887.000000 Penalty: 5376.995605
	Iteration 38Q: 3 clusters Score -5963887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -5963898.500000 Penalty: 5376.995605
	Iteration 39Q: 3 clusters Score -5963898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -5963941.500000 Penalty: 5376.995605
	Iteration 40F: 3 clusters Score -5963942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -5963950.000000 Penalty: 5376.995605
	Iteration 41Q: 3 clusters Score -5963950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -5963969.000000 Penalty: 5376.995605
	Iteration 42Q: 3 clusters Score -5963969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -5963986.000000 Penalty: 5376.995605
	Iteration 43Q: 3 clusters Score -5963986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -5963989.000000 Penalty: 5376.995605
	Iteration 44Q: 3 clusters Score -5963989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -5964012.500000 Penalty: 5376.995605
	Iteration 45Q: 3 clusters Score -5964012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -5964019.000000 Penalty: 5376.995605
	Iteration 46Q: 3 clusters Score -5964019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -5964027.500000 Penalty: 5376.995605
	Iteration 47Q: 3 clusters Score -5964028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -5964019.500000 Penalty: 5376.995605
	Iteration 48Q: 3 clusters Score -5964020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -5964040.500000 Penalty: 5376.995605
	Iteration 49Q: 3 clusters Score -5964040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -5964031.500000 Penalty: 5376.995605
	Iteration 50Q: 3 clusters Score -5964032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -5964040.500000 Penalty: 5376.995605
	Iteration 51Q: 3 clusters Score -5964040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -5964046.000000 Penalty: 5376.995605
	Iteration 52Q: 3 clusters Score -5964046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -5964048.000000 Penalty: 5376.995605
	Iteration 53Q: 3 clusters Score -5964048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -5964049.500000 Penalty: 5376.995605
	Iteration 54Q: 3 clusters Score -5964050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -5964052.000000 Penalty: 5376.995605
	Iteration 55Q: 3 clusters Score -5964052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -5964052.500000 Penalty: 5376.995605
	Iteration 56Q: 3 clusters Score -5964052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -5964051.000000 Penalty: 5376.995605
	Iteration 57Q: 3 clusters Score -5964051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5964062.000000 Penalty: 5376.995605
	Iteration 58Q: 3 clusters Score -5964062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5964062.000000 Penalty: 5376.995605
	Iteration 59F: 3 clusters Score -5964062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Entering Unmasked Estep 
Score: -2841006.250000 Penalty: 2500.120605
	Iteration 0F: 2 clusters Score -2841006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2824484.500000 Penalty: 5000.241211
	Iteration 0F: 3 clusters Score -2824484 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2830180.500000 Penalty: 5000.241211
	Iteration 1F: 3 clusters Score -2830180 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2830790.000000 Penalty: 5000.241211
	Iteration 2F: 3 clusters Score -2830790 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2831324.250000 Penalty: 5000.241211
	Iteration 3F: 3 clusters Score -2831324 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2831816.500000 Penalty: 5000.241211
	Iteration 4Q: 3 clusters Score -2831816 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2832326.500000 Penalty: 5000.241211
	Iteration 5Q: 3 clusters Score -2832326 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2832978.000000 Penalty: 5000.241211
	Iteration 6F: 3 clusters Score -2832978 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2833763.250000 Penalty: 5000.241211
	Iteration 7F: 3 clusters Score -2833763 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2834843.750000 Penalty: 5000.241211
	Iteration 8F: 3 clusters Score -2834844 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2836092.750000 Penalty: 5000.241211
	Iteration 9F: 3 clusters Score -2836093 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2837397.250000 Penalty: 5000.241211
	Iteration 10F: 3 clusters Score -2837397 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2838710.250000 Penalty: 5000.241211
	Iteration 11Q: 3 clusters Score -2838710 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2840057.000000 Penalty: 5000.241211
	Iteration 12Q: 3 clusters Score -2840057 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2841117.250000 Penalty: 5000.241211
	Iteration 13Q: 3 clusters Score -2841117 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2841571.250000 Penalty: 5000.241211
	Iteration 14Q: 3 clusters Score -2841571 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2841716.750000 Penalty: 5000.241211
	Iteration 15Q: 3 clusters Score -2841717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2841745.250000 Penalty: 5000.241211
	Iteration 16Q: 3 clusters Score -2841745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2841754.500000 Penalty: 5000.241211
	Iteration 17Q: 3 clusters Score -2841754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2841753.250000 Penalty: 5000.241211
	Iteration 18Q: 3 clusters Score -2841753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2841754.500000 Penalty: 5000.241211
	Iteration 19Q: 3 clusters Score -2841754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2841755.250000 Penalty: 5000.241211
	Iteration 20F: 3 clusters Score -2841755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2841757.250000 Penalty: 5000.241211
	Iteration 21Q: 3 clusters Score -2841757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2841760.500000 Penalty: 5000.241211
	Iteration 22Q: 3 clusters Score -2841760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2841760.500000 Penalty: 5000.241211
	Iteration 23F: 3 clusters Score -2841760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 21069 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 171504 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 32816 members 
Mstep: Class 11 contains 201583 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 25722 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Entering Unmasked Estep 
Score: -205406304.000000 Penalty: 82108.992188
Splitting cluster 2 changes total score from -205405152.000000 to -205406304.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (214663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214663 members 
Entering Unmasked Estep 
Score: -25757750.000000 Penalty: 3044.652588
	Iteration 0F: 2 clusters Score -2.575775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -25637846.000000 Penalty: 6089.305176
	Iteration 0F: 3 clusters Score -2.563785e+07 nChanged 103249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 105537 members 
Entering Unmasked Estep 
Score: -25698552.000000 Penalty: 6089.305176
	Iteration 1F: 3 clusters Score -2.569855e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -25700114.000000 Penalty: 6089.305176
	Iteration 2Q: 3 clusters Score -2.570011e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -25701968.000000 Penalty: 6089.305176
	Iteration 3Q: 3 clusters Score -2.570197e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -25704540.000000 Penalty: 6089.305176
	Iteration 4Q: 3 clusters Score -2.570454e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118266 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -25707978.000000 Penalty: 6089.305176
	Iteration 5Q: 3 clusters Score -2.570798e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -25712464.000000 Penalty: 6089.305176
	Iteration 6Q: 3 clusters Score -2.571246e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131757 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -25718320.000000 Penalty: 6089.305176
	Iteration 7Q: 3 clusters Score -2.571832e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142101 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -25725794.000000 Penalty: 6089.305176
	Iteration 8F: 3 clusters Score -2.572579e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154626 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -25734144.000000 Penalty: 6089.305176
	Iteration 9F: 3 clusters Score -2.573414e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167602 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -25740510.000000 Penalty: 6089.305176
	Iteration 10F: 3 clusters Score -2.574051e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178635 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -25744636.000000 Penalty: 6089.305176
	Iteration 11F: 3 clusters Score -2.574464e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186922 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -25747846.000000 Penalty: 6089.305176
	Iteration 12Q: 3 clusters Score -2.574785e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192901 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -25749894.000000 Penalty: 6089.305176
	Iteration 13Q: 3 clusters Score -2.574989e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197307 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -25751278.000000 Penalty: 6089.305176
	Iteration 14Q: 3 clusters Score -2.575128e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200473 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -25752386.000000 Penalty: 6089.305176
	Iteration 15Q: 3 clusters Score -2.575239e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202856 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -25752986.000000 Penalty: 6089.305176
	Iteration 16Q: 3 clusters Score -2.575299e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204661 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -25753496.000000 Penalty: 6089.305176
	Iteration 17Q: 3 clusters Score -2.57535e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206053 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -25753904.000000 Penalty: 6089.305176
	Iteration 18Q: 3 clusters Score -2.57539e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207100 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -25754214.000000 Penalty: 6089.305176
	Iteration 19Q: 3 clusters Score -2.575421e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207903 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -25754404.000000 Penalty: 6089.305176
	Iteration 20F: 3 clusters Score -2.57544e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208518 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -25754562.000000 Penalty: 6089.305176
	Iteration 21Q: 3 clusters Score -2.575456e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209014 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -25754660.000000 Penalty: 6089.305176
	Iteration 22Q: 3 clusters Score -2.575466e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209409 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -25754802.000000 Penalty: 6089.305176
	Iteration 23Q: 3 clusters Score -2.57548e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209723 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -25754866.000000 Penalty: 6089.305176
	Iteration 24Q: 3 clusters Score -2.575487e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209996 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -25754998.000000 Penalty: 6089.305176
	Iteration 25Q: 3 clusters Score -2.5755e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210243 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -25755102.000000 Penalty: 6089.305176
	Iteration 26Q: 3 clusters Score -2.57551e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210438 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -25755284.000000 Penalty: 6089.305176
	Iteration 27Q: 3 clusters Score -2.575528e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210599 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -25755296.000000 Penalty: 6089.305176
	Iteration 28Q: 3 clusters Score -2.57553e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210756 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -25755332.000000 Penalty: 6089.305176
	Iteration 29Q: 3 clusters Score -2.575533e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210885 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -25755358.000000 Penalty: 6089.305176
	Iteration 30Q: 3 clusters Score -2.575536e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210984 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -25755424.000000 Penalty: 6089.305176
	Iteration 31Q: 3 clusters Score -2.575542e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211052 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -25755448.000000 Penalty: 6089.305176
	Iteration 32Q: 3 clusters Score -2.575545e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211110 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -25755512.000000 Penalty: 6089.305176
	Iteration 33Q: 3 clusters Score -2.575551e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211186 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -25755564.000000 Penalty: 6089.305176
	Iteration 34Q: 3 clusters Score -2.575556e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211246 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -25755576.000000 Penalty: 6089.305176
	Iteration 35Q: 3 clusters Score -2.575558e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211309 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -25755590.000000 Penalty: 6089.305176
	Iteration 36Q: 3 clusters Score -2.575559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211364 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -25755604.000000 Penalty: 6089.305176
	Iteration 37Q: 3 clusters Score -2.57556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211423 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -25755638.000000 Penalty: 6089.305176
	Iteration 38Q: 3 clusters Score -2.575564e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211477 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -25755638.000000 Penalty: 6089.305176
	Iteration 39Q: 3 clusters Score -2.575564e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211515 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -25755650.000000 Penalty: 6089.305176
	Iteration 40F: 3 clusters Score -2.575565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211543 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -25755638.000000 Penalty: 6089.305176
	Iteration 41Q: 3 clusters Score -2.575564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211565 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -25755676.000000 Penalty: 6089.305176
	Iteration 42Q: 3 clusters Score -2.575568e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211589 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -25755694.000000 Penalty: 6089.305176
	Iteration 43Q: 3 clusters Score -2.575569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211608 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -25755706.000000 Penalty: 6089.305176
	Iteration 44Q: 3 clusters Score -2.575571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211621 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -25755722.000000 Penalty: 6089.305176
	Iteration 45Q: 3 clusters Score -2.575572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211638 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -25755750.000000 Penalty: 6089.305176
	Iteration 46Q: 3 clusters Score -2.575575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211648 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -25755760.000000 Penalty: 6089.305176
	Iteration 47Q: 3 clusters Score -2.575576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211657 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -25755740.000000 Penalty: 6089.305176
	Iteration 48Q: 3 clusters Score -2.575574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211661 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -25755744.000000 Penalty: 6089.305176
	Iteration 49Q: 3 clusters Score -2.575574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211669 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -25755738.000000 Penalty: 6089.305176
	Iteration 50Q: 3 clusters Score -2.575574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211674 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -25755758.000000 Penalty: 6089.305176
	Iteration 51Q: 3 clusters Score -2.575576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211680 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -25755760.000000 Penalty: 6089.305176
	Iteration 52Q: 3 clusters Score -2.575576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211686 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -25755746.000000 Penalty: 6089.305176
	Iteration 53Q: 3 clusters Score -2.575575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211694 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -25755740.000000 Penalty: 6089.305176
	Iteration 54Q: 3 clusters Score -2.575574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211699 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -25755732.000000 Penalty: 6089.305176
	Iteration 55Q: 3 clusters Score -2.575573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211697 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -25755730.000000 Penalty: 6089.305176
	Iteration 56Q: 3 clusters Score -2.575573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211699 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -25755732.000000 Penalty: 6089.305176
	Iteration 57Q: 3 clusters Score -2.575573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211699 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -25755730.000000 Penalty: 6089.305176
	Iteration 58Q: 3 clusters Score -2.575573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211699 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -25755736.000000 Penalty: 6089.305176
	Iteration 59Q: 3 clusters Score -2.575574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211697 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -25755752.000000 Penalty: 6089.305176
	Iteration 60F: 3 clusters Score -2.575575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211697 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 61Q: 3 clusters Score -2.575576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211698 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -25755766.000000 Penalty: 6089.305176
	Iteration 62Q: 3 clusters Score -2.575577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211695 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -25755766.000000 Penalty: 6089.305176
	Iteration 63Q: 3 clusters Score -2.575577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211695 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -25755774.000000 Penalty: 6089.305176
	Iteration 64Q: 3 clusters Score -2.575577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211698 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -25755772.000000 Penalty: 6089.305176
	Iteration 65Q: 3 clusters Score -2.575577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211699 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -25755758.000000 Penalty: 6089.305176
	Iteration 66Q: 3 clusters Score -2.575576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211700 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 67Q: 3 clusters Score -2.575576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211706 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 68Q: 3 clusters Score -2.575576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211711 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -25755746.000000 Penalty: 6089.305176
	Iteration 69Q: 3 clusters Score -2.575575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211723 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -25755786.000000 Penalty: 6089.305176
	Iteration 70Q: 3 clusters Score -2.575579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211736 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -25755774.000000 Penalty: 6089.305176
	Iteration 71Q: 3 clusters Score -2.575577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211747 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -25755772.000000 Penalty: 6089.305176
	Iteration 72Q: 3 clusters Score -2.575577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211756 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -25755756.000000 Penalty: 6089.305176
	Iteration 73Q: 3 clusters Score -2.575576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211761 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -25755788.000000 Penalty: 6089.305176
	Iteration 74Q: 3 clusters Score -2.575579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211765 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -25755788.000000 Penalty: 6089.305176
	Iteration 75Q: 3 clusters Score -2.575579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -25755788.000000 Penalty: 6089.305176
	Iteration 76Q: 3 clusters Score -2.575579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211784 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -25755778.000000 Penalty: 6089.305176
	Iteration 77Q: 3 clusters Score -2.575578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211791 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -25755784.000000 Penalty: 6089.305176
	Iteration 78Q: 3 clusters Score -2.575578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211798 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -25755788.000000 Penalty: 6089.305176
	Iteration 79Q: 3 clusters Score -2.575579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211803 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25755776.000000 Penalty: 6089.305176
	Iteration 80F: 3 clusters Score -2.575578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211812 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -25755758.000000 Penalty: 6089.305176
	Iteration 81Q: 3 clusters Score -2.575576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211819 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 82Q: 3 clusters Score -2.575576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211829 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 83Q: 3 clusters Score -2.575576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211834 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -25755764.000000 Penalty: 6089.305176
	Iteration 84Q: 3 clusters Score -2.575576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211841 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -25755752.000000 Penalty: 6089.305176
	Iteration 85Q: 3 clusters Score -2.575575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211853 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -25755760.000000 Penalty: 6089.305176
	Iteration 86Q: 3 clusters Score -2.575576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211863 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -25755740.000000 Penalty: 6089.305176
	Iteration 87Q: 3 clusters Score -2.575574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211883 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -25755726.000000 Penalty: 6089.305176
	Iteration 88Q: 3 clusters Score -2.575573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211897 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -25755734.000000 Penalty: 6089.305176
	Iteration 89Q: 3 clusters Score -2.575573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211911 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25755754.000000 Penalty: 6089.305176
	Iteration 90Q: 3 clusters Score -2.575575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211930 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -25755770.000000 Penalty: 6089.305176
	Iteration 91Q: 3 clusters Score -2.575577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211941 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -25755764.000000 Penalty: 6089.305176
	Iteration 92Q: 3 clusters Score -2.575576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211948 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -25755764.000000 Penalty: 6089.305176
	Iteration 93Q: 3 clusters Score -2.575576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211955 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -25755776.000000 Penalty: 6089.305176
	Iteration 94Q: 3 clusters Score -2.575578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211965 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -25755770.000000 Penalty: 6089.305176
	Iteration 95Q: 3 clusters Score -2.575577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211972 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 96Q: 3 clusters Score -2.575576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211976 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -25755770.000000 Penalty: 6089.305176
	Iteration 97Q: 3 clusters Score -2.575577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211976 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -25755768.000000 Penalty: 6089.305176
	Iteration 98Q: 3 clusters Score -2.575577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211979 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -25755778.000000 Penalty: 6089.305176
	Iteration 99Q: 3 clusters Score -2.575578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211981 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -25755778.000000 Penalty: 6089.305176
	Iteration 100F: 3 clusters Score -2.575578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211985 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -25755790.000000 Penalty: 6089.305176
	Iteration 101Q: 3 clusters Score -2.575579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211988 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -25755788.000000 Penalty: 6089.305176
	Iteration 102Q: 3 clusters Score -2.575579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211992 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -25755778.000000 Penalty: 6089.305176
	Iteration 103Q: 3 clusters Score -2.575578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211998 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 104Q: 3 clusters Score -2.575576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212002 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -25755764.000000 Penalty: 6089.305176
	Iteration 105Q: 3 clusters Score -2.575576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212003 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -25755758.000000 Penalty: 6089.305176
	Iteration 106Q: 3 clusters Score -2.575576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212007 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -25755744.000000 Penalty: 6089.305176
	Iteration 107Q: 3 clusters Score -2.575574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212011 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -25755750.000000 Penalty: 6089.305176
	Iteration 108Q: 3 clusters Score -2.575575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212014 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -25755752.000000 Penalty: 6089.305176
	Iteration 109Q: 3 clusters Score -2.575575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212016 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -25755760.000000 Penalty: 6089.305176
	Iteration 110Q: 3 clusters Score -2.575576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212018 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6089.305176
	Iteration 111Q: 3 clusters Score -2.575576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212023 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -25755764.000000 Penalty: 6089.305176
	Iteration 112Q: 3 clusters Score -2.575576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212027 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -25755766.000000 Penalty: 6089.305176
	Iteration 113Q: 3 clusters Score -2.575577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212032 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -25755786.000000 Penalty: 6089.305176
	Iteration 114Q: 3 clusters Score -2.575579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212031 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -25755786.000000 Penalty: 6089.305176
	Iteration 115Q: 3 clusters Score -2.575579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212037 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -25755780.000000 Penalty: 6089.305176
	Iteration 116Q: 3 clusters Score -2.575578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212044 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -25755786.000000 Penalty: 6089.305176
	Iteration 117Q: 3 clusters Score -2.575579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212044 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -25755782.000000 Penalty: 6089.305176
	Iteration 118Q: 3 clusters Score -2.575578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212045 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -25755778.000000 Penalty: 6089.305176
	Iteration 119Q: 3 clusters Score -2.575578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212045 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -25755780.000000 Penalty: 6089.305176
	Iteration 120F: 3 clusters Score -2.575578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212048 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -25755784.000000 Penalty: 6089.305176
	Iteration 121Q: 3 clusters Score -2.575578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212049 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -25755782.000000 Penalty: 6089.305176
	Iteration 122Q: 3 clusters Score -2.575578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212050 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25755790.000000 Penalty: 6089.305176
	Iteration 123Q: 3 clusters Score -2.575579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212050 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25755790.000000 Penalty: 6089.305176
	Iteration 124F: 3 clusters Score -2.575579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (139462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139462 members 
Entering Unmasked Estep 
Score: -16854866.000000 Penalty: 2937.695801
	Iteration 0F: 2 clusters Score -1.685487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -16761528.000000 Penalty: 5875.391602
	Iteration 0F: 3 clusters Score -1.676153e+07 nChanged 66374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -16800540.000000 Penalty: 5875.391602
	Iteration 1F: 3 clusters Score -1.680054e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -16802320.000000 Penalty: 5875.391602
	Iteration 2Q: 3 clusters Score -1.680232e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -16805372.000000 Penalty: 5875.391602
	Iteration 3Q: 3 clusters Score -1.680537e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -16810978.000000 Penalty: 5875.391602
	Iteration 4F: 3 clusters Score -1.681098e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -16819810.000000 Penalty: 5875.391602
	Iteration 5F: 3 clusters Score -1.681981e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113586 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -16830872.000000 Penalty: 5875.391602
	Iteration 6F: 3 clusters Score -1.683087e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123207 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -16840106.000000 Penalty: 5875.391602
	Iteration 7F: 3 clusters Score -1.684011e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129585 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -16845762.000000 Penalty: 5875.391602
	Iteration 8Q: 3 clusters Score -1.684576e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133602 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -16849230.000000 Penalty: 5875.391602
	Iteration 9Q: 3 clusters Score -1.684923e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -16850890.000000 Penalty: 5875.391602
	Iteration 10Q: 3 clusters Score -1.685089e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137064 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -16851570.000000 Penalty: 5875.391602
	Iteration 11Q: 3 clusters Score -1.685157e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137663 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -16851904.000000 Penalty: 5875.391602
	Iteration 12Q: 3 clusters Score -1.68519e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16852122.000000 Penalty: 5875.391602
	Iteration 13Q: 3 clusters Score -1.685212e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138160 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16852188.000000 Penalty: 5875.391602
	Iteration 14Q: 3 clusters Score -1.685219e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16852314.000000 Penalty: 5875.391602
	Iteration 15Q: 3 clusters Score -1.685231e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138371 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16852392.000000 Penalty: 5875.391602
	Iteration 16Q: 3 clusters Score -1.685239e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16852390.000000 Penalty: 5875.391602
	Iteration 17Q: 3 clusters Score -1.685239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16852412.000000 Penalty: 5875.391602
	Iteration 18Q: 3 clusters Score -1.685241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138481 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16852410.000000 Penalty: 5875.391602
	Iteration 19Q: 3 clusters Score -1.685241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138503 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16852418.000000 Penalty: 5875.391602
	Iteration 20F: 3 clusters Score -1.685242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16852432.000000 Penalty: 5875.391602
	Iteration 21Q: 3 clusters Score -1.685243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138554 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16852456.000000 Penalty: 5875.391602
	Iteration 22Q: 3 clusters Score -1.685246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16852482.000000 Penalty: 5875.391602
	Iteration 23Q: 3 clusters Score -1.685248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138575 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16852484.000000 Penalty: 5875.391602
	Iteration 24Q: 3 clusters Score -1.685248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16852500.000000 Penalty: 5875.391602
	Iteration 25Q: 3 clusters Score -1.68525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138584 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16852504.000000 Penalty: 5875.391602
	Iteration 26Q: 3 clusters Score -1.68525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16852504.000000 Penalty: 5875.391602
	Iteration 27Q: 3 clusters Score -1.68525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138593 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16852504.000000 Penalty: 5875.391602
	Iteration 28Q: 3 clusters Score -1.68525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138599 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16852502.000000 Penalty: 5875.391602
	Iteration 29Q: 3 clusters Score -1.68525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138604 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16852500.000000 Penalty: 5875.391602
	Iteration 30Q: 3 clusters Score -1.68525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16852506.000000 Penalty: 5875.391602
	Iteration 31Q: 3 clusters Score -1.685251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16852498.000000 Penalty: 5875.391602
	Iteration 32Q: 3 clusters Score -1.68525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138611 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16852508.000000 Penalty: 5875.391602
	Iteration 33Q: 3 clusters Score -1.685251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138611 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16852512.000000 Penalty: 5875.391602
	Iteration 34Q: 3 clusters Score -1.685251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16852520.000000 Penalty: 5875.391602
	Iteration 35Q: 3 clusters Score -1.685252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16852520.000000 Penalty: 5875.391602
	Iteration 36F: 3 clusters Score -1.685252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Entering Unmasked Estep 
Score: -2289165.750000 Penalty: 2468.978271
	Iteration 0F: 2 clusters Score -2289166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2274551.500000 Penalty: 4937.956543
	Iteration 0F: 3 clusters Score -2274552 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2280583.750000 Penalty: 4937.956543
	Iteration 1F: 3 clusters Score -2280584 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2282216.750000 Penalty: 4937.956543
	Iteration 2F: 3 clusters Score -2282217 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2283883.500000 Penalty: 4937.956543
	Iteration 3F: 3 clusters Score -2283884 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2285348.750000 Penalty: 4937.956543
	Iteration 4F: 3 clusters Score -2285349 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2286422.750000 Penalty: 4937.956543
	Iteration 5F: 3 clusters Score -2286423 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2287149.000000 Penalty: 4937.956543
	Iteration 6F: 3 clusters Score -2287149 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2287612.500000 Penalty: 4937.956543
	Iteration 7Q: 3 clusters Score -2287612 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2287907.000000 Penalty: 4937.956543
	Iteration 8Q: 3 clusters Score -2287907 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2288097.750000 Penalty: 4937.956543
	Iteration 9Q: 3 clusters Score -2288098 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2288238.500000 Penalty: 4937.956543
	Iteration 10Q: 3 clusters Score -2288238 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2288326.000000 Penalty: 4937.956543
	Iteration 11Q: 3 clusters Score -2288326 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2288399.500000 Penalty: 4937.956543
	Iteration 12Q: 3 clusters Score -2288400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2288444.000000 Penalty: 4937.956543
	Iteration 13Q: 3 clusters Score -2288444 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2288476.000000 Penalty: 4937.956543
	Iteration 14Q: 3 clusters Score -2288476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2288503.250000 Penalty: 4937.956543
	Iteration 15Q: 3 clusters Score -2288503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2288530.500000 Penalty: 4937.956543
	Iteration 16Q: 3 clusters Score -2288530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2288543.000000 Penalty: 4937.956543
	Iteration 17Q: 3 clusters Score -2288543 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2288565.500000 Penalty: 4937.956543
	Iteration 18Q: 3 clusters Score -2288566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2288593.000000 Penalty: 4937.956543
	Iteration 19Q: 3 clusters Score -2288593 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2288601.750000 Penalty: 4937.956543
	Iteration 20F: 3 clusters Score -2288602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2288624.000000 Penalty: 4937.956543
	Iteration 21Q: 3 clusters Score -2288624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2288639.250000 Penalty: 4937.956543
	Iteration 22Q: 3 clusters Score -2288639 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2288650.500000 Penalty: 4937.956543
	Iteration 23Q: 3 clusters Score -2288650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2288658.250000 Penalty: 4937.956543
	Iteration 24Q: 3 clusters Score -2288658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2288671.000000 Penalty: 4937.956543
	Iteration 25Q: 3 clusters Score -2288671 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2288681.500000 Penalty: 4937.956543
	Iteration 26Q: 3 clusters Score -2288682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2288693.250000 Penalty: 4937.956543
	Iteration 27Q: 3 clusters Score -2288693 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2288712.250000 Penalty: 4937.956543
	Iteration 28Q: 3 clusters Score -2288712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2288735.000000 Penalty: 4937.956543
	Iteration 29Q: 3 clusters Score -2288735 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2288742.500000 Penalty: 4937.956543
	Iteration 30Q: 3 clusters Score -2288742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2288751.250000 Penalty: 4937.956543
	Iteration 31Q: 3 clusters Score -2288751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2288765.250000 Penalty: 4937.956543
	Iteration 32Q: 3 clusters Score -2288765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2288773.500000 Penalty: 4937.956543
	Iteration 33Q: 3 clusters Score -2288774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2288797.500000 Penalty: 4937.956543
	Iteration 34Q: 3 clusters Score -2288798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2288819.250000 Penalty: 4937.956543
	Iteration 35Q: 3 clusters Score -2288819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2288835.000000 Penalty: 4937.956543
	Iteration 36Q: 3 clusters Score -2288835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2288860.250000 Penalty: 4937.956543
	Iteration 37Q: 3 clusters Score -2288860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2288880.500000 Penalty: 4937.956543
	Iteration 38Q: 3 clusters Score -2288880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2288907.500000 Penalty: 4937.956543
	Iteration 39Q: 3 clusters Score -2288908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2288955.250000 Penalty: 4937.956543
	Iteration 40F: 3 clusters Score -2288955 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2289021.250000 Penalty: 4937.956543
	Iteration 41Q: 3 clusters Score -2289021 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2289085.500000 Penalty: 4937.956543
	Iteration 42Q: 3 clusters Score -2289086 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2289149.250000 Penalty: 4937.956543
	Iteration 43Q: 3 clusters Score -2289149 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2289238.500000 Penalty: 4937.956543
	Iteration 44Q: 3 clusters Score -2289238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2289291.250000 Penalty: 4937.956543
	Iteration 45Q: 3 clusters Score -2289291 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2289343.500000 Penalty: 4937.956543
	Iteration 46Q: 3 clusters Score -2289344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2289370.750000 Penalty: 4937.956543
	Iteration 47Q: 3 clusters Score -2289371 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2289386.000000 Penalty: 4937.956543
	Iteration 48Q: 3 clusters Score -2289386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2289396.250000 Penalty: 4937.956543
	Iteration 49Q: 3 clusters Score -2289396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2289409.500000 Penalty: 4937.956543
	Iteration 50Q: 3 clusters Score -2289410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2289415.000000 Penalty: 4937.956543
	Iteration 51Q: 3 clusters Score -2289415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2289425.250000 Penalty: 4937.956543
	Iteration 52Q: 3 clusters Score -2289425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2289429.250000 Penalty: 4937.956543
	Iteration 53Q: 3 clusters Score -2289429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2289434.750000 Penalty: 4937.956543
	Iteration 54Q: 3 clusters Score -2289435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2289439.500000 Penalty: 4937.956543
	Iteration 55Q: 3 clusters Score -2289440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2289442.250000 Penalty: 4937.956543
	Iteration 56Q: 3 clusters Score -2289442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2289440.500000 Penalty: 4937.956543
	Iteration 57Q: 3 clusters Score -2289440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2289440.250000 Penalty: 4937.956543
	Iteration 58Q: 3 clusters Score -2289440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2289440.750000 Penalty: 4937.956543
	Iteration 59Q: 3 clusters Score -2289441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2289444.250000 Penalty: 4937.956543
	Iteration 60F: 3 clusters Score -2289444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2289446.000000 Penalty: 4937.956543
	Iteration 61Q: 3 clusters Score -2289446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2289443.750000 Penalty: 4937.956543
	Iteration 62Q: 3 clusters Score -2289444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2289443.250000 Penalty: 4937.956543
	Iteration 63Q: 3 clusters Score -2289443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2289442.750000 Penalty: 4937.956543
	Iteration 64Q: 3 clusters Score -2289443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2289443.750000 Penalty: 4937.956543
	Iteration 65Q: 3 clusters Score -2289444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2289443.750000 Penalty: 4937.956543
	Iteration 66Q: 3 clusters Score -2289444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2289442.750000 Penalty: 4937.956543
	Iteration 67Q: 3 clusters Score -2289443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2289444.250000 Penalty: 4937.956543
	Iteration 68Q: 3 clusters Score -2289444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2289440.250000 Penalty: 4937.956543
	Iteration 69Q: 3 clusters Score -2289440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2289440.500000 Penalty: 4937.956543
	Iteration 70Q: 3 clusters Score -2289440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2289439.500000 Penalty: 4937.956543
	Iteration 71Q: 3 clusters Score -2289440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2289441.250000 Penalty: 4937.956543
	Iteration 72Q: 3 clusters Score -2289441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2289441.250000 Penalty: 4937.956543
	Iteration 73F: 3 clusters Score -2289441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 171504 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 32816 members 
Mstep: Class 11 contains 201583 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 25722 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Entering Unmasked Estep 
Score: -205405728.000000 Penalty: 85678.945312
Splitting cluster 6 changes total score from -205405152.000000 to -205405728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -902591.750000 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -902591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -896460.250000 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -896460.2 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -898221.000000 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -898221 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -898554.937500 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -898554.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -898787.500000 Penalty: 4430.639160
	Iteration 3F: 3 clusters Score -898787.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -899009.000000 Penalty: 4430.639160
	Iteration 4Q: 3 clusters Score -899009 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -899247.875000 Penalty: 4430.639160
	Iteration 5Q: 3 clusters Score -899247.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -899492.625000 Penalty: 4430.639160
	Iteration 6Q: 3 clusters Score -899492.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -899724.437500 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -899724.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -899946.187500 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -899946.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -900140.312500 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -900140.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -900298.250000 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -900298.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -900428.312500 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -900428.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -900573.375000 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -900573.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -900687.687500 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -900687.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -900774.625000 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -900774.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -900833.562500 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -900833.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -900863.437500 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -900863.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -900887.000000 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -900887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -900907.187500 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -900907.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -900916.375000 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -900916.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -900925.750000 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -900925.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -900932.062500 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -900932.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -900938.812500 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -900938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -900942.812500 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -900942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -900946.187500 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -900946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -900949.250000 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -900949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -900950.562500 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -900950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -900950.000000 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -900950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -900950.687500 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -900950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -900950.125000 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -900950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -900949.375000 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -900949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -900951.375000 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -900951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -900951.375000 Penalty: 4430.639160
	Iteration 32F: 3 clusters Score -900951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (171504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171504 members 
Entering Unmasked Estep 
Score: -20053950.000000 Penalty: 2988.985596
	Iteration 0F: 2 clusters Score -2.005395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -19941198.000000 Penalty: 5977.971191
	Iteration 0F: 3 clusters Score -1.99412e+07 nChanged 82174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -19990668.000000 Penalty: 5977.971191
	Iteration 1F: 3 clusters Score -1.999067e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -19994476.000000 Penalty: 5977.971191
	Iteration 2Q: 3 clusters Score -1.999448e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -19999604.000000 Penalty: 5977.971191
	Iteration 3F: 3 clusters Score -1.99996e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -20005610.000000 Penalty: 5977.971191
	Iteration 4F: 3 clusters Score -2.000561e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -20011994.000000 Penalty: 5977.971191
	Iteration 5F: 3 clusters Score -2.001199e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -20018348.000000 Penalty: 5977.971191
	Iteration 6F: 3 clusters Score -2.001835e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -20024158.000000 Penalty: 5977.971191
	Iteration 7F: 3 clusters Score -2.002416e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -20029402.000000 Penalty: 5977.971191
	Iteration 8F: 3 clusters Score -2.00294e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -20033466.000000 Penalty: 5977.971191
	Iteration 9Q: 3 clusters Score -2.003347e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -20037146.000000 Penalty: 5977.971191
	Iteration 10Q: 3 clusters Score -2.003715e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125613 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -20040838.000000 Penalty: 5977.971191
	Iteration 11Q: 3 clusters Score -2.004084e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -20044844.000000 Penalty: 5977.971191
	Iteration 12Q: 3 clusters Score -2.004484e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -20047944.000000 Penalty: 5977.971191
	Iteration 13Q: 3 clusters Score -2.004794e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -20050084.000000 Penalty: 5977.971191
	Iteration 14Q: 3 clusters Score -2.005008e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141066 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -20051668.000000 Penalty: 5977.971191
	Iteration 15Q: 3 clusters Score -2.005167e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143608 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -20052976.000000 Penalty: 5977.971191
	Iteration 16Q: 3 clusters Score -2.005298e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -20053810.000000 Penalty: 5977.971191
	Iteration 17Q: 3 clusters Score -2.005381e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -20054418.000000 Penalty: 5977.971191
	Iteration 18Q: 3 clusters Score -2.005442e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -20055010.000000 Penalty: 5977.971191
	Iteration 19Q: 3 clusters Score -2.005501e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -20055480.000000 Penalty: 5977.971191
	Iteration 20F: 3 clusters Score -2.005548e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -20055768.000000 Penalty: 5977.971191
	Iteration 21Q: 3 clusters Score -2.005577e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152912 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -20055910.000000 Penalty: 5977.971191
	Iteration 22Q: 3 clusters Score -2.005591e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -20056080.000000 Penalty: 5977.971191
	Iteration 23Q: 3 clusters Score -2.005608e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -20056162.000000 Penalty: 5977.971191
	Iteration 24Q: 3 clusters Score -2.005616e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155118 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -20056320.000000 Penalty: 5977.971191
	Iteration 25Q: 3 clusters Score -2.005632e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -20056332.000000 Penalty: 5977.971191
	Iteration 26Q: 3 clusters Score -2.005633e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -20056446.000000 Penalty: 5977.971191
	Iteration 27Q: 3 clusters Score -2.005645e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156518 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -20056440.000000 Penalty: 5977.971191
	Iteration 28Q: 3 clusters Score -2.005644e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -20056510.000000 Penalty: 5977.971191
	Iteration 29Q: 3 clusters Score -2.005651e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157185 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -20056532.000000 Penalty: 5977.971191
	Iteration 30Q: 3 clusters Score -2.005653e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157469 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -20056594.000000 Penalty: 5977.971191
	Iteration 31Q: 3 clusters Score -2.005659e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157699 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -20056634.000000 Penalty: 5977.971191
	Iteration 32Q: 3 clusters Score -2.005663e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -20056662.000000 Penalty: 5977.971191
	Iteration 33Q: 3 clusters Score -2.005666e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5977.971191
	Iteration 34Q: 3 clusters Score -2.005669e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158277 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -20056666.000000 Penalty: 5977.971191
	Iteration 35Q: 3 clusters Score -2.005667e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158408 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -20056668.000000 Penalty: 5977.971191
	Iteration 36Q: 3 clusters Score -2.005667e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -20056710.000000 Penalty: 5977.971191
	Iteration 37Q: 3 clusters Score -2.005671e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158661 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -20056696.000000 Penalty: 5977.971191
	Iteration 38Q: 3 clusters Score -2.00567e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -20056704.000000 Penalty: 5977.971191
	Iteration 39Q: 3 clusters Score -2.00567e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158868 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -20056704.000000 Penalty: 5977.971191
	Iteration 40F: 3 clusters Score -2.00567e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -20056706.000000 Penalty: 5977.971191
	Iteration 41Q: 3 clusters Score -2.005671e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159051 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -20056704.000000 Penalty: 5977.971191
	Iteration 42Q: 3 clusters Score -2.00567e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -20056712.000000 Penalty: 5977.971191
	Iteration 43Q: 3 clusters Score -2.005671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -20056706.000000 Penalty: 5977.971191
	Iteration 44Q: 3 clusters Score -2.005671e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159224 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -20056740.000000 Penalty: 5977.971191
	Iteration 45Q: 3 clusters Score -2.005674e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -20056728.000000 Penalty: 5977.971191
	Iteration 46Q: 3 clusters Score -2.005673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -20056732.000000 Penalty: 5977.971191
	Iteration 47Q: 3 clusters Score -2.005673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -20056742.000000 Penalty: 5977.971191
	Iteration 48Q: 3 clusters Score -2.005674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -20056730.000000 Penalty: 5977.971191
	Iteration 49Q: 3 clusters Score -2.005673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159406 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -20056726.000000 Penalty: 5977.971191
	Iteration 50Q: 3 clusters Score -2.005673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159442 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -20056754.000000 Penalty: 5977.971191
	Iteration 51Q: 3 clusters Score -2.005675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -20056760.000000 Penalty: 5977.971191
	Iteration 52Q: 3 clusters Score -2.005676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159490 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -20056740.000000 Penalty: 5977.971191
	Iteration 53Q: 3 clusters Score -2.005674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159503 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -20056746.000000 Penalty: 5977.971191
	Iteration 54Q: 3 clusters Score -2.005675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159517 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -20056730.000000 Penalty: 5977.971191
	Iteration 55Q: 3 clusters Score -2.005673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -20056740.000000 Penalty: 5977.971191
	Iteration 56Q: 3 clusters Score -2.005674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -20056730.000000 Penalty: 5977.971191
	Iteration 57Q: 3 clusters Score -2.005673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159572 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -20056726.000000 Penalty: 5977.971191
	Iteration 58Q: 3 clusters Score -2.005673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -20056730.000000 Penalty: 5977.971191
	Iteration 59Q: 3 clusters Score -2.005673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -20056728.000000 Penalty: 5977.971191
	Iteration 60F: 3 clusters Score -2.005673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159607 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -20056724.000000 Penalty: 5977.971191
	Iteration 61Q: 3 clusters Score -2.005672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -20056720.000000 Penalty: 5977.971191
	Iteration 62Q: 3 clusters Score -2.005672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159620 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -20056732.000000 Penalty: 5977.971191
	Iteration 63Q: 3 clusters Score -2.005673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -20056738.000000 Penalty: 5977.971191
	Iteration 64Q: 3 clusters Score -2.005674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159635 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -20056732.000000 Penalty: 5977.971191
	Iteration 65Q: 3 clusters Score -2.005673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -20056732.000000 Penalty: 5977.971191
	Iteration 66Q: 3 clusters Score -2.005673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -20056726.000000 Penalty: 5977.971191
	Iteration 67Q: 3 clusters Score -2.005673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159682 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -20056740.000000 Penalty: 5977.971191
	Iteration 68Q: 3 clusters Score -2.005674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -20056754.000000 Penalty: 5977.971191
	Iteration 69Q: 3 clusters Score -2.005675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -20056740.000000 Penalty: 5977.971191
	Iteration 70Q: 3 clusters Score -2.005674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -20056748.000000 Penalty: 5977.971191
	Iteration 71Q: 3 clusters Score -2.005675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -20056754.000000 Penalty: 5977.971191
	Iteration 72Q: 3 clusters Score -2.005675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -20056778.000000 Penalty: 5977.971191
	Iteration 73Q: 3 clusters Score -2.005678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159781 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -20056762.000000 Penalty: 5977.971191
	Iteration 74Q: 3 clusters Score -2.005676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -20056770.000000 Penalty: 5977.971191
	Iteration 75Q: 3 clusters Score -2.005677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -20056766.000000 Penalty: 5977.971191
	Iteration 76Q: 3 clusters Score -2.005677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159841 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -20056764.000000 Penalty: 5977.971191
	Iteration 77Q: 3 clusters Score -2.005676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159852 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -20056762.000000 Penalty: 5977.971191
	Iteration 78Q: 3 clusters Score -2.005676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -20056762.000000 Penalty: 5977.971191
	Iteration 79Q: 3 clusters Score -2.005676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159868 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -20056746.000000 Penalty: 5977.971191
	Iteration 80F: 3 clusters Score -2.005675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -20056754.000000 Penalty: 5977.971191
	Iteration 81Q: 3 clusters Score -2.005675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -20056746.000000 Penalty: 5977.971191
	Iteration 82Q: 3 clusters Score -2.005675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -20056752.000000 Penalty: 5977.971191
	Iteration 83Q: 3 clusters Score -2.005675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159891 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -20056756.000000 Penalty: 5977.971191
	Iteration 84Q: 3 clusters Score -2.005676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -20056760.000000 Penalty: 5977.971191
	Iteration 85Q: 3 clusters Score -2.005676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159909 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -20056754.000000 Penalty: 5977.971191
	Iteration 86Q: 3 clusters Score -2.005675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -20056774.000000 Penalty: 5977.971191
	Iteration 87Q: 3 clusters Score -2.005677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -20056766.000000 Penalty: 5977.971191
	Iteration 88Q: 3 clusters Score -2.005677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -20056766.000000 Penalty: 5977.971191
	Iteration 89Q: 3 clusters Score -2.005677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -20056774.000000 Penalty: 5977.971191
	Iteration 90Q: 3 clusters Score -2.005677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159942 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -20056778.000000 Penalty: 5977.971191
	Iteration 91Q: 3 clusters Score -2.005678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159944 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -20056770.000000 Penalty: 5977.971191
	Iteration 92Q: 3 clusters Score -2.005677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -20056762.000000 Penalty: 5977.971191
	Iteration 93Q: 3 clusters Score -2.005676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -20056756.000000 Penalty: 5977.971191
	Iteration 94Q: 3 clusters Score -2.005676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -20056756.000000 Penalty: 5977.971191
	Iteration 95F: 3 clusters Score -2.005676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 32816 members 
Mstep: Class 11 contains 201583 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 25722 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 11557 members 
Entering Unmasked Estep 
Score: -205407616.000000 Penalty: 89248.898438
Splitting cluster 8 changes total score from -205405152.000000 to -205407616.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (122332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Entering Unmasked Estep 
Score: -14592887.000000 Penalty: 2905.194336
	Iteration 0F: 2 clusters Score -1.459289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -14511362.000000 Penalty: 5810.388672
	Iteration 0F: 3 clusters Score -1.451136e+07 nChanged 58304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -14545102.000000 Penalty: 5810.388672
	Iteration 1F: 3 clusters Score -1.45451e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -14546178.000000 Penalty: 5810.388672
	Iteration 2Q: 3 clusters Score -1.454618e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -14547572.000000 Penalty: 5810.388672
	Iteration 3Q: 3 clusters Score -1.454757e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -14549244.000000 Penalty: 5810.388672
	Iteration 4Q: 3 clusters Score -1.454924e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -14551719.000000 Penalty: 5810.388672
	Iteration 5Q: 3 clusters Score -1.455172e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -14555723.000000 Penalty: 5810.388672
	Iteration 6F: 3 clusters Score -1.455572e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -14561789.000000 Penalty: 5810.388672
	Iteration 7F: 3 clusters Score -1.456179e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -14569626.000000 Penalty: 5810.388672
	Iteration 8F: 3 clusters Score -1.456963e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -14577421.000000 Penalty: 5810.388672
	Iteration 9F: 3 clusters Score -1.457742e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -14583643.000000 Penalty: 5810.388672
	Iteration 10F: 3 clusters Score -1.458364e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -14586927.000000 Penalty: 5810.388672
	Iteration 11Q: 3 clusters Score -1.458693e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -14588426.000000 Penalty: 5810.388672
	Iteration 12Q: 3 clusters Score -1.458843e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -14589200.000000 Penalty: 5810.388672
	Iteration 13Q: 3 clusters Score -1.45892e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -14589754.000000 Penalty: 5810.388672
	Iteration 14Q: 3 clusters Score -1.458975e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -14590097.000000 Penalty: 5810.388672
	Iteration 15Q: 3 clusters Score -1.45901e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 118058 members 
Entering Unmasked Estep 
Score: -14590391.000000 Penalty: 5810.388672
	Iteration 16Q: 3 clusters Score -1.459039e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -14590571.000000 Penalty: 5810.388672
	Iteration 17Q: 3 clusters Score -1.459057e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 118898 members 
Entering Unmasked Estep 
Score: -14590684.000000 Penalty: 5810.388672
	Iteration 18Q: 3 clusters Score -1.459068e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -14590778.000000 Penalty: 5810.388672
	Iteration 19Q: 3 clusters Score -1.459078e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -14590833.000000 Penalty: 5810.388672
	Iteration 20F: 3 clusters Score -1.459083e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -14590873.000000 Penalty: 5810.388672
	Iteration 21Q: 3 clusters Score -1.459087e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 119688 members 
Entering Unmasked Estep 
Score: -14590922.000000 Penalty: 5810.388672
	Iteration 22Q: 3 clusters Score -1.459092e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -14590921.000000 Penalty: 5810.388672
	Iteration 23Q: 3 clusters Score -1.459092e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 119886 members 
Entering Unmasked Estep 
Score: -14590953.000000 Penalty: 5810.388672
	Iteration 24Q: 3 clusters Score -1.459095e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -14590968.000000 Penalty: 5810.388672
	Iteration 25Q: 3 clusters Score -1.459097e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 120015 members 
Entering Unmasked Estep 
Score: -14590997.000000 Penalty: 5810.388672
	Iteration 26Q: 3 clusters Score -1.4591e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 120070 members 
Entering Unmasked Estep 
Score: -14591028.000000 Penalty: 5810.388672
	Iteration 27Q: 3 clusters Score -1.459103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -14591046.000000 Penalty: 5810.388672
	Iteration 28Q: 3 clusters Score -1.459105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -14591051.000000 Penalty: 5810.388672
	Iteration 29Q: 3 clusters Score -1.459105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -14591060.000000 Penalty: 5810.388672
	Iteration 30Q: 3 clusters Score -1.459106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -14591067.000000 Penalty: 5810.388672
	Iteration 31Q: 3 clusters Score -1.459107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -14591079.000000 Penalty: 5810.388672
	Iteration 32Q: 3 clusters Score -1.459108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 120239 members 
Entering Unmasked Estep 
Score: -14591072.000000 Penalty: 5810.388672
	Iteration 33Q: 3 clusters Score -1.459107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 120250 members 
Entering Unmasked Estep 
Score: -14591062.000000 Penalty: 5810.388672
	Iteration 34Q: 3 clusters Score -1.459106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -14591077.000000 Penalty: 5810.388672
	Iteration 35Q: 3 clusters Score -1.459108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 120259 members 
Entering Unmasked Estep 
Score: -14591070.000000 Penalty: 5810.388672
	Iteration 36Q: 3 clusters Score -1.459107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 120264 members 
Entering Unmasked Estep 
Score: -14591064.000000 Penalty: 5810.388672
	Iteration 37Q: 3 clusters Score -1.459106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -14591057.000000 Penalty: 5810.388672
	Iteration 38Q: 3 clusters Score -1.459106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 120275 members 
Entering Unmasked Estep 
Score: -14591056.000000 Penalty: 5810.388672
	Iteration 39Q: 3 clusters Score -1.459106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 120285 members 
Entering Unmasked Estep 
Score: -14591056.000000 Penalty: 5810.388672
	Iteration 40F: 3 clusters Score -1.459106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -14591053.000000 Penalty: 5810.388672
	Iteration 41Q: 3 clusters Score -1.459105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 120300 members 
Entering Unmasked Estep 
Score: -14591065.000000 Penalty: 5810.388672
	Iteration 42Q: 3 clusters Score -1.459106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -14591066.000000 Penalty: 5810.388672
	Iteration 43Q: 3 clusters Score -1.459107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 120325 members 
Entering Unmasked Estep 
Score: -14591069.000000 Penalty: 5810.388672
	Iteration 44Q: 3 clusters Score -1.459107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -14591066.000000 Penalty: 5810.388672
	Iteration 45Q: 3 clusters Score -1.459107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 120343 members 
Entering Unmasked Estep 
Score: -14591065.000000 Penalty: 5810.388672
	Iteration 46Q: 3 clusters Score -1.459106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 120352 members 
Entering Unmasked Estep 
Score: -14591069.000000 Penalty: 5810.388672
	Iteration 47Q: 3 clusters Score -1.459107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -14591065.000000 Penalty: 5810.388672
	Iteration 48Q: 3 clusters Score -1.459106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 120372 members 
Entering Unmasked Estep 
Score: -14591086.000000 Penalty: 5810.388672
	Iteration 49Q: 3 clusters Score -1.459109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -14591085.000000 Penalty: 5810.388672
	Iteration 50Q: 3 clusters Score -1.459108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 120387 members 
Entering Unmasked Estep 
Score: -14591085.000000 Penalty: 5810.388672
	Iteration 51Q: 3 clusters Score -1.459108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 120388 members 
Entering Unmasked Estep 
Score: -14591083.000000 Penalty: 5810.388672
	Iteration 52Q: 3 clusters Score -1.459108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 120392 members 
Entering Unmasked Estep 
Score: -14591111.000000 Penalty: 5810.388672
	Iteration 53Q: 3 clusters Score -1.459111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 120398 members 
Entering Unmasked Estep 
Score: -14591100.000000 Penalty: 5810.388672
	Iteration 54Q: 3 clusters Score -1.45911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 120409 members 
Entering Unmasked Estep 
Score: -14591100.000000 Penalty: 5810.388672
	Iteration 55Q: 3 clusters Score -1.45911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 120416 members 
Entering Unmasked Estep 
Score: -14591105.000000 Penalty: 5810.388672
	Iteration 56Q: 3 clusters Score -1.45911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
Score: -14591092.000000 Penalty: 5810.388672
	Iteration 57Q: 3 clusters Score -1.459109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 120424 members 
Entering Unmasked Estep 
Score: -14591093.000000 Penalty: 5810.388672
	Iteration 58Q: 3 clusters Score -1.459109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 120426 members 
Entering Unmasked Estep 
Score: -14591091.000000 Penalty: 5810.388672
	Iteration 59Q: 3 clusters Score -1.459109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -14591092.000000 Penalty: 5810.388672
	Iteration 60F: 3 clusters Score -1.459109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -14591097.000000 Penalty: 5810.388672
	Iteration 61Q: 3 clusters Score -1.45911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 120428 members 
Entering Unmasked Estep 
Score: -14591101.000000 Penalty: 5810.388672
	Iteration 62Q: 3 clusters Score -1.45911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 120431 members 
Entering Unmasked Estep 
Score: -14591086.000000 Penalty: 5810.388672
	Iteration 63Q: 3 clusters Score -1.459109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 120433 members 
Entering Unmasked Estep 
Score: -14591095.000000 Penalty: 5810.388672
	Iteration 64Q: 3 clusters Score -1.45911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -14591103.000000 Penalty: 5810.388672
	Iteration 65Q: 3 clusters Score -1.45911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 120448 members 
Entering Unmasked Estep 
Score: -14591125.000000 Penalty: 5810.388672
	Iteration 66Q: 3 clusters Score -1.459112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 120455 members 
Entering Unmasked Estep 
Score: -14591110.000000 Penalty: 5810.388672
	Iteration 67Q: 3 clusters Score -1.459111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -14591116.000000 Penalty: 5810.388672
	Iteration 68Q: 3 clusters Score -1.459112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -14591118.000000 Penalty: 5810.388672
	Iteration 69Q: 3 clusters Score -1.459112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -14591124.000000 Penalty: 5810.388672
	Iteration 70Q: 3 clusters Score -1.459112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -14591131.000000 Penalty: 5810.388672
	Iteration 71Q: 3 clusters Score -1.459113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 120493 members 
Entering Unmasked Estep 
Score: -14591122.000000 Penalty: 5810.388672
	Iteration 72Q: 3 clusters Score -1.459112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -14591118.000000 Penalty: 5810.388672
	Iteration 73Q: 3 clusters Score -1.459112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 120510 members 
Entering Unmasked Estep 
Score: -14591125.000000 Penalty: 5810.388672
	Iteration 74Q: 3 clusters Score -1.459112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -14591125.000000 Penalty: 5810.388672
	Iteration 75Q: 3 clusters Score -1.459112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 120520 members 
Entering Unmasked Estep 
Score: -14591134.000000 Penalty: 5810.388672
	Iteration 76Q: 3 clusters Score -1.459113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -14591140.000000 Penalty: 5810.388672
	Iteration 77Q: 3 clusters Score -1.459114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -14591141.000000 Penalty: 5810.388672
	Iteration 78Q: 3 clusters Score -1.459114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -14591141.000000 Penalty: 5810.388672
	Iteration 79Q: 3 clusters Score -1.459114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -14591143.000000 Penalty: 5810.388672
	Iteration 80F: 3 clusters Score -1.459114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 120528 members 
Entering Unmasked Estep 
Score: -14591141.000000 Penalty: 5810.388672
	Iteration 81Q: 3 clusters Score -1.459114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -14591143.000000 Penalty: 5810.388672
	Iteration 82Q: 3 clusters Score -1.459114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -14591144.000000 Penalty: 5810.388672
	Iteration 83Q: 3 clusters Score -1.459114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -14591149.000000 Penalty: 5810.388672
	Iteration 84Q: 3 clusters Score -1.459115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 120552 members 
Entering Unmasked Estep 
Score: -14591133.000000 Penalty: 5810.388672
	Iteration 85Q: 3 clusters Score -1.459113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -14591139.000000 Penalty: 5810.388672
	Iteration 86Q: 3 clusters Score -1.459114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -14591137.000000 Penalty: 5810.388672
	Iteration 87Q: 3 clusters Score -1.459114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 120575 members 
Entering Unmasked Estep 
Score: -14591124.000000 Penalty: 5810.388672
	Iteration 88Q: 3 clusters Score -1.459112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 120576 members 
Entering Unmasked Estep 
Score: -14591120.000000 Penalty: 5810.388672
	Iteration 89Q: 3 clusters Score -1.459112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -14591141.000000 Penalty: 5810.388672
	Iteration 90Q: 3 clusters Score -1.459114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -14591138.000000 Penalty: 5810.388672
	Iteration 91Q: 3 clusters Score -1.459114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -14591133.000000 Penalty: 5810.388672
	Iteration 92Q: 3 clusters Score -1.459113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 120582 members 
Entering Unmasked Estep 
Score: -14591133.000000 Penalty: 5810.388672
	Iteration 93Q: 3 clusters Score -1.459113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -14591138.000000 Penalty: 5810.388672
	Iteration 94Q: 3 clusters Score -1.459114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -14591137.000000 Penalty: 5810.388672
	Iteration 95Q: 3 clusters Score -1.459114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -14591137.000000 Penalty: 5810.388672
	Iteration 96F: 3 clusters Score -1.459114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Entering Unmasked Estep 
Score: -3715365.000000 Penalty: 2578.870361
	Iteration 0F: 2 clusters Score -3715365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3693107.750000 Penalty: 5157.740723
	Iteration 0F: 3 clusters Score -3693108 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3701797.250000 Penalty: 5157.740723
	Iteration 1F: 3 clusters Score -3701797 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3703318.000000 Penalty: 5157.740723
	Iteration 2F: 3 clusters Score -3703318 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3705183.000000 Penalty: 5157.740723
	Iteration 3F: 3 clusters Score -3705183 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3706863.750000 Penalty: 5157.740723
	Iteration 4F: 3 clusters Score -3706864 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3708237.250000 Penalty: 5157.740723
	Iteration 5F: 3 clusters Score -3708237 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3709428.000000 Penalty: 5157.740723
	Iteration 6F: 3 clusters Score -3709428 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3710420.250000 Penalty: 5157.740723
	Iteration 7F: 3 clusters Score -3710420 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3711258.000000 Penalty: 5157.740723
	Iteration 8F: 3 clusters Score -3711258 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3711974.750000 Penalty: 5157.740723
	Iteration 9Q: 3 clusters Score -3711975 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3712616.000000 Penalty: 5157.740723
	Iteration 10Q: 3 clusters Score -3712616 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3713273.250000 Penalty: 5157.740723
	Iteration 11Q: 3 clusters Score -3713273 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3713805.250000 Penalty: 5157.740723
	Iteration 12Q: 3 clusters Score -3713805 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3714291.750000 Penalty: 5157.740723
	Iteration 13Q: 3 clusters Score -3714292 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3714699.500000 Penalty: 5157.740723
	Iteration 14Q: 3 clusters Score -3714700 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3715029.250000 Penalty: 5157.740723
	Iteration 15Q: 3 clusters Score -3715029 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3715379.250000 Penalty: 5157.740723
	Iteration 16Q: 3 clusters Score -3715379 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3715654.500000 Penalty: 5157.740723
	Iteration 17Q: 3 clusters Score -3715654 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3715870.250000 Penalty: 5157.740723
	Iteration 18Q: 3 clusters Score -3715870 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3716087.000000 Penalty: 5157.740723
	Iteration 19Q: 3 clusters Score -3716087 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3716269.250000 Penalty: 5157.740723
	Iteration 20F: 3 clusters Score -3716269 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3716421.750000 Penalty: 5157.740723
	Iteration 21Q: 3 clusters Score -3716422 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3716533.750000 Penalty: 5157.740723
	Iteration 22Q: 3 clusters Score -3716534 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3716625.500000 Penalty: 5157.740723
	Iteration 23Q: 3 clusters Score -3716626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3716697.000000 Penalty: 5157.740723
	Iteration 24Q: 3 clusters Score -3716697 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3716750.250000 Penalty: 5157.740723
	Iteration 25Q: 3 clusters Score -3716750 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3716790.250000 Penalty: 5157.740723
	Iteration 26Q: 3 clusters Score -3716790 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3716806.000000 Penalty: 5157.740723
	Iteration 27Q: 3 clusters Score -3716806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3716846.750000 Penalty: 5157.740723
	Iteration 28Q: 3 clusters Score -3716847 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3716867.500000 Penalty: 5157.740723
	Iteration 29Q: 3 clusters Score -3716868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3716874.250000 Penalty: 5157.740723
	Iteration 30Q: 3 clusters Score -3716874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3716880.500000 Penalty: 5157.740723
	Iteration 31Q: 3 clusters Score -3716880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3716882.750000 Penalty: 5157.740723
	Iteration 32Q: 3 clusters Score -3716883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3716886.500000 Penalty: 5157.740723
	Iteration 33Q: 3 clusters Score -3716886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3716891.750000 Penalty: 5157.740723
	Iteration 34Q: 3 clusters Score -3716892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3716898.500000 Penalty: 5157.740723
	Iteration 35Q: 3 clusters Score -3716898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3716901.750000 Penalty: 5157.740723
	Iteration 36Q: 3 clusters Score -3716902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3716897.250000 Penalty: 5157.740723
	Iteration 37Q: 3 clusters Score -3716897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3716899.000000 Penalty: 5157.740723
	Iteration 38Q: 3 clusters Score -3716899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3716896.500000 Penalty: 5157.740723
	Iteration 39Q: 3 clusters Score -3716896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3716900.000000 Penalty: 5157.740723
	Iteration 40F: 3 clusters Score -3716900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3716899.000000 Penalty: 5157.740723
	Iteration 41Q: 3 clusters Score -3716899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3716899.500000 Penalty: 5157.740723
	Iteration 42Q: 3 clusters Score -3716900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3716903.000000 Penalty: 5157.740723
	Iteration 43Q: 3 clusters Score -3716903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3716905.000000 Penalty: 5157.740723
	Iteration 44Q: 3 clusters Score -3716905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3716900.750000 Penalty: 5157.740723
	Iteration 45Q: 3 clusters Score -3716901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3716899.750000 Penalty: 5157.740723
	Iteration 46Q: 3 clusters Score -3716900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3716903.500000 Penalty: 5157.740723
	Iteration 47Q: 3 clusters Score -3716904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3716903.500000 Penalty: 5157.740723
	Iteration 48F: 3 clusters Score -3716904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 201583 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 25722 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 29339 members 
Entering Unmasked Estep 
Score: -205406304.000000 Penalty: 92818.859375
Splitting cluster 10 changes total score from -205405152.000000 to -205406304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (201583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201583 members 
Entering Unmasked Estep 
Score: -23778432.000000 Penalty: 3029.061279
	Iteration 0F: 2 clusters Score -2.377843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -23653188.000000 Penalty: 6058.122559
	Iteration 0F: 3 clusters Score -2.365319e+07 nChanged 96958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -23710416.000000 Penalty: 6058.122559
	Iteration 1F: 3 clusters Score -2.371042e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -23712672.000000 Penalty: 6058.122559
	Iteration 2Q: 3 clusters Score -2.371267e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96822 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -23715600.000000 Penalty: 6058.122559
	Iteration 3Q: 3 clusters Score -2.37156e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -23720694.000000 Penalty: 6058.122559
	Iteration 4Q: 3 clusters Score -2.372069e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -23727848.000000 Penalty: 6058.122559
	Iteration 5F: 3 clusters Score -2.372785e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 113613 members 
Entering Unmasked Estep 
Score: -23737730.000000 Penalty: 6058.122559
	Iteration 6F: 3 clusters Score -2.373773e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 116909 members 
Entering Unmasked Estep 
Score: -23749470.000000 Penalty: 6058.122559
	Iteration 7F: 3 clusters Score -2.374947e+07 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -23760646.000000 Penalty: 6058.122559
	Iteration 8F: 3 clusters Score -2.376065e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 119621 members 
Entering Unmasked Estep 
Score: -23768726.000000 Penalty: 6058.122559
	Iteration 9F: 3 clusters Score -2.376873e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -23773134.000000 Penalty: 6058.122559
	Iteration 10Q: 3 clusters Score -2.377313e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -23775282.000000 Penalty: 6058.122559
	Iteration 11Q: 3 clusters Score -2.377528e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -23776534.000000 Penalty: 6058.122559
	Iteration 12Q: 3 clusters Score -2.377653e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -23777478.000000 Penalty: 6058.122559
	Iteration 13Q: 3 clusters Score -2.377748e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 114554 members 
Entering Unmasked Estep 
Score: -23778270.000000 Penalty: 6058.122559
	Iteration 14Q: 3 clusters Score -2.377827e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -23778890.000000 Penalty: 6058.122559
	Iteration 15Q: 3 clusters Score -2.377889e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 111552 members 
Entering Unmasked Estep 
Score: -23779308.000000 Penalty: 6058.122559
	Iteration 16Q: 3 clusters Score -2.377931e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 110080 members 
Entering Unmasked Estep 
Score: -23779636.000000 Penalty: 6058.122559
	Iteration 17Q: 3 clusters Score -2.377964e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -23779896.000000 Penalty: 6058.122559
	Iteration 18Q: 3 clusters Score -2.37799e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -23780164.000000 Penalty: 6058.122559
	Iteration 19Q: 3 clusters Score -2.378016e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -23780426.000000 Penalty: 6058.122559
	Iteration 20F: 3 clusters Score -2.378043e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -23780752.000000 Penalty: 6058.122559
	Iteration 21Q: 3 clusters Score -2.378075e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -23780900.000000 Penalty: 6058.122559
	Iteration 22Q: 3 clusters Score -2.37809e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -23781168.000000 Penalty: 6058.122559
	Iteration 23Q: 3 clusters Score -2.378117e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -23781218.000000 Penalty: 6058.122559
	Iteration 24Q: 3 clusters Score -2.378122e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -23781402.000000 Penalty: 6058.122559
	Iteration 25Q: 3 clusters Score -2.37814e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -23781494.000000 Penalty: 6058.122559
	Iteration 26Q: 3 clusters Score -2.378149e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -23781684.000000 Penalty: 6058.122559
	Iteration 27Q: 3 clusters Score -2.378168e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -23781846.000000 Penalty: 6058.122559
	Iteration 28Q: 3 clusters Score -2.378185e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -23781970.000000 Penalty: 6058.122559
	Iteration 29Q: 3 clusters Score -2.378197e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -23782114.000000 Penalty: 6058.122559
	Iteration 30Q: 3 clusters Score -2.378211e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108243 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -23782346.000000 Penalty: 6058.122559
	Iteration 31Q: 3 clusters Score -2.378235e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -23782394.000000 Penalty: 6058.122559
	Iteration 32Q: 3 clusters Score -2.378239e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 91568 members 
Entering Unmasked Estep 
Score: -23782498.000000 Penalty: 6058.122559
	Iteration 33Q: 3 clusters Score -2.37825e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -23782586.000000 Penalty: 6058.122559
	Iteration 34Q: 3 clusters Score -2.378259e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -23782628.000000 Penalty: 6058.122559
	Iteration 35Q: 3 clusters Score -2.378263e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -23782712.000000 Penalty: 6058.122559
	Iteration 36Q: 3 clusters Score -2.378271e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 88345 members 
Entering Unmasked Estep 
Score: -23782696.000000 Penalty: 6058.122559
	Iteration 37Q: 3 clusters Score -2.37827e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -23782792.000000 Penalty: 6058.122559
	Iteration 38Q: 3 clusters Score -2.378279e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -23782794.000000 Penalty: 6058.122559
	Iteration 39Q: 3 clusters Score -2.378279e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -23782956.000000 Penalty: 6058.122559
	Iteration 40F: 3 clusters Score -2.378296e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -23783044.000000 Penalty: 6058.122559
	Iteration 41Q: 3 clusters Score -2.378304e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -23783120.000000 Penalty: 6058.122559
	Iteration 42Q: 3 clusters Score -2.378312e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -23783118.000000 Penalty: 6058.122559
	Iteration 43Q: 3 clusters Score -2.378312e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118405 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -23783152.000000 Penalty: 6058.122559
	Iteration 44Q: 3 clusters Score -2.378315e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -23783256.000000 Penalty: 6058.122559
	Iteration 45Q: 3 clusters Score -2.378326e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -23783250.000000 Penalty: 6058.122559
	Iteration 46Q: 3 clusters Score -2.378325e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119988 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -23783250.000000 Penalty: 6058.122559
	Iteration 47Q: 3 clusters Score -2.378325e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120455 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -23783292.000000 Penalty: 6058.122559
	Iteration 48Q: 3 clusters Score -2.378329e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -23783304.000000 Penalty: 6058.122559
	Iteration 49Q: 3 clusters Score -2.37833e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121320 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -23783368.000000 Penalty: 6058.122559
	Iteration 50Q: 3 clusters Score -2.378337e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121719 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -23783376.000000 Penalty: 6058.122559
	Iteration 51Q: 3 clusters Score -2.378338e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -23783478.000000 Penalty: 6058.122559
	Iteration 52Q: 3 clusters Score -2.378348e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -23783464.000000 Penalty: 6058.122559
	Iteration 53Q: 3 clusters Score -2.378346e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -23783496.000000 Penalty: 6058.122559
	Iteration 54Q: 3 clusters Score -2.37835e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -23783482.000000 Penalty: 6058.122559
	Iteration 55Q: 3 clusters Score -2.378348e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123594 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -23783510.000000 Penalty: 6058.122559
	Iteration 56Q: 3 clusters Score -2.378351e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123935 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -23783564.000000 Penalty: 6058.122559
	Iteration 57Q: 3 clusters Score -2.378356e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -23783542.000000 Penalty: 6058.122559
	Iteration 58Q: 3 clusters Score -2.378354e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -23783558.000000 Penalty: 6058.122559
	Iteration 59Q: 3 clusters Score -2.378356e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -23783554.000000 Penalty: 6058.122559
	Iteration 60F: 3 clusters Score -2.378355e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -23783580.000000 Penalty: 6058.122559
	Iteration 61Q: 3 clusters Score -2.378358e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -23783552.000000 Penalty: 6058.122559
	Iteration 62Q: 3 clusters Score -2.378355e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -23783626.000000 Penalty: 6058.122559
	Iteration 63Q: 3 clusters Score -2.378363e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125675 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -23783636.000000 Penalty: 6058.122559
	Iteration 64Q: 3 clusters Score -2.378364e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -23783632.000000 Penalty: 6058.122559
	Iteration 65Q: 3 clusters Score -2.378363e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -23783650.000000 Penalty: 6058.122559
	Iteration 66Q: 3 clusters Score -2.378365e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126162 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -23783656.000000 Penalty: 6058.122559
	Iteration 67Q: 3 clusters Score -2.378366e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126329 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -23783664.000000 Penalty: 6058.122559
	Iteration 68Q: 3 clusters Score -2.378366e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126492 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -23783670.000000 Penalty: 6058.122559
	Iteration 69Q: 3 clusters Score -2.378367e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -23783650.000000 Penalty: 6058.122559
	Iteration 70Q: 3 clusters Score -2.378365e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -23783624.000000 Penalty: 6058.122559
	Iteration 71Q: 3 clusters Score -2.378362e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -23783642.000000 Penalty: 6058.122559
	Iteration 72Q: 3 clusters Score -2.378364e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -23783620.000000 Penalty: 6058.122559
	Iteration 73Q: 3 clusters Score -2.378362e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -23783630.000000 Penalty: 6058.122559
	Iteration 74Q: 3 clusters Score -2.378363e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127181 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -23783634.000000 Penalty: 6058.122559
	Iteration 75Q: 3 clusters Score -2.378363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127259 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -23783646.000000 Penalty: 6058.122559
	Iteration 76Q: 3 clusters Score -2.378365e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127333 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -23783638.000000 Penalty: 6058.122559
	Iteration 77Q: 3 clusters Score -2.378364e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -23783630.000000 Penalty: 6058.122559
	Iteration 78Q: 3 clusters Score -2.378363e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -23783578.000000 Penalty: 6058.122559
	Iteration 79Q: 3 clusters Score -2.378358e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127543 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -23783582.000000 Penalty: 6058.122559
	Iteration 80F: 3 clusters Score -2.378358e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -23783616.000000 Penalty: 6058.122559
	Iteration 81Q: 3 clusters Score -2.378362e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127668 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -23783602.000000 Penalty: 6058.122559
	Iteration 82Q: 3 clusters Score -2.37836e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127725 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -23783604.000000 Penalty: 6058.122559
	Iteration 83Q: 3 clusters Score -2.37836e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -23783598.000000 Penalty: 6058.122559
	Iteration 84Q: 3 clusters Score -2.37836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -23783594.000000 Penalty: 6058.122559
	Iteration 85Q: 3 clusters Score -2.378359e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127865 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -23783586.000000 Penalty: 6058.122559
	Iteration 86Q: 3 clusters Score -2.378359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127898 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -23783554.000000 Penalty: 6058.122559
	Iteration 87Q: 3 clusters Score -2.378355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 73644 members 
Entering Unmasked Estep 
Score: -23783566.000000 Penalty: 6058.122559
	Iteration 88Q: 3 clusters Score -2.378357e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -23783556.000000 Penalty: 6058.122559
	Iteration 89Q: 3 clusters Score -2.378356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128027 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -23783582.000000 Penalty: 6058.122559
	Iteration 90Q: 3 clusters Score -2.378358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -23783542.000000 Penalty: 6058.122559
	Iteration 91Q: 3 clusters Score -2.378354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -23783574.000000 Penalty: 6058.122559
	Iteration 92Q: 3 clusters Score -2.378357e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128155 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -23783584.000000 Penalty: 6058.122559
	Iteration 93Q: 3 clusters Score -2.378358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -23783576.000000 Penalty: 6058.122559
	Iteration 94Q: 3 clusters Score -2.378358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -23783620.000000 Penalty: 6058.122559
	Iteration 95Q: 3 clusters Score -2.378362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128272 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -23783600.000000 Penalty: 6058.122559
	Iteration 96Q: 3 clusters Score -2.37836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -23783574.000000 Penalty: 6058.122559
	Iteration 97Q: 3 clusters Score -2.378357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -23783580.000000 Penalty: 6058.122559
	Iteration 98Q: 3 clusters Score -2.378358e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128416 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -23783556.000000 Penalty: 6058.122559
	Iteration 99Q: 3 clusters Score -2.378356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128456 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -23783562.000000 Penalty: 6058.122559
	Iteration 100F: 3 clusters Score -2.378356e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -23783552.000000 Penalty: 6058.122559
	Iteration 101Q: 3 clusters Score -2.378355e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128542 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -23783552.000000 Penalty: 6058.122559
	Iteration 102Q: 3 clusters Score -2.378355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -23783524.000000 Penalty: 6058.122559
	Iteration 103Q: 3 clusters Score -2.378352e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128640 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -23783542.000000 Penalty: 6058.122559
	Iteration 104Q: 3 clusters Score -2.378354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128687 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 105Q: 3 clusters Score -2.378354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -23783522.000000 Penalty: 6058.122559
	Iteration 106Q: 3 clusters Score -2.378352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -23783560.000000 Penalty: 6058.122559
	Iteration 107Q: 3 clusters Score -2.378356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128783 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -23783526.000000 Penalty: 6058.122559
	Iteration 108Q: 3 clusters Score -2.378353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -23783528.000000 Penalty: 6058.122559
	Iteration 109Q: 3 clusters Score -2.378353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128814 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -23783574.000000 Penalty: 6058.122559
	Iteration 110Q: 3 clusters Score -2.378357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -23783566.000000 Penalty: 6058.122559
	Iteration 111Q: 3 clusters Score -2.378357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -23783560.000000 Penalty: 6058.122559
	Iteration 112Q: 3 clusters Score -2.378356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -23783558.000000 Penalty: 6058.122559
	Iteration 113Q: 3 clusters Score -2.378356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -23783544.000000 Penalty: 6058.122559
	Iteration 114Q: 3 clusters Score -2.378354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -23783546.000000 Penalty: 6058.122559
	Iteration 115Q: 3 clusters Score -2.378355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 116Q: 3 clusters Score -2.378354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -23783536.000000 Penalty: 6058.122559
	Iteration 117Q: 3 clusters Score -2.378354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 118Q: 3 clusters Score -2.378354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -23783542.000000 Penalty: 6058.122559
	Iteration 119Q: 3 clusters Score -2.378354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 120F: 3 clusters Score -2.378354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 121Q: 3 clusters Score -2.378354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -23783524.000000 Penalty: 6058.122559
	Iteration 122Q: 3 clusters Score -2.378352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -23783532.000000 Penalty: 6058.122559
	Iteration 123Q: 3 clusters Score -2.378353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -23783546.000000 Penalty: 6058.122559
	Iteration 124Q: 3 clusters Score -2.378355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -23783532.000000 Penalty: 6058.122559
	Iteration 125Q: 3 clusters Score -2.378353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128928 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -23783522.000000 Penalty: 6058.122559
	Iteration 126Q: 3 clusters Score -2.378352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 127Q: 3 clusters Score -2.378354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -23783546.000000 Penalty: 6058.122559
	Iteration 128Q: 3 clusters Score -2.378355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -23783542.000000 Penalty: 6058.122559
	Iteration 129Q: 3 clusters Score -2.378354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -23783544.000000 Penalty: 6058.122559
	Iteration 130Q: 3 clusters Score -2.378354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 131Q: 3 clusters Score -2.378354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -23783540.000000 Penalty: 6058.122559
	Iteration 132F: 3 clusters Score -2.378354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 128947 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 25722 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 29339 members 
Mstep: Class 27 contains 72636 members 
Entering Unmasked Estep 
Score: -205415376.000000 Penalty: 96388.812500
Splitting cluster 11 changes total score from -205405152.000000 to -205415376.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (260524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260524 members 
Entering Unmasked Estep 
Score: -30536532.000000 Penalty: 3092.671631
	Iteration 0F: 2 clusters Score -3.053653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130337 members 
Mstep: Class 2 contains 130187 members 
Entering Unmasked Estep 
Score: -30362430.000000 Penalty: 6185.343262
	Iteration 0F: 3 clusters Score -3.036243e+07 nChanged 125869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132188 members 
Mstep: Class 2 contains 128336 members 
Entering Unmasked Estep 
Score: -30437710.000000 Penalty: 6185.343262
	Iteration 1F: 3 clusters Score -3.043771e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133285 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -30439396.000000 Penalty: 6185.343262
	Iteration 2Q: 3 clusters Score -3.04394e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135082 members 
Mstep: Class 2 contains 125442 members 
Entering Unmasked Estep 
Score: -30441962.000000 Penalty: 6185.343262
	Iteration 3Q: 3 clusters Score -3.044196e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 122549 members 
Entering Unmasked Estep 
Score: -30445406.000000 Penalty: 6185.343262
	Iteration 4Q: 3 clusters Score -3.044541e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142395 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -30449822.000000 Penalty: 6185.343262
	Iteration 5Q: 3 clusters Score -3.044982e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -30455888.000000 Penalty: 6185.343262
	Iteration 6F: 3 clusters Score -3.045589e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -30464198.000000 Penalty: 6185.343262
	Iteration 7F: 3 clusters Score -3.04642e+07 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -30474204.000000 Penalty: 6185.343262
	Iteration 8F: 3 clusters Score -3.04742e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175341 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -30484248.000000 Penalty: 6185.343262
	Iteration 9F: 3 clusters Score -3.048425e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183047 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -30492452.000000 Penalty: 6185.343262
	Iteration 10Q: 3 clusters Score -3.049245e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -30497774.000000 Penalty: 6185.343262
	Iteration 11Q: 3 clusters Score -3.049777e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194769 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -30501004.000000 Penalty: 6185.343262
	Iteration 12Q: 3 clusters Score -3.0501e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200256 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -30503354.000000 Penalty: 6185.343262
	Iteration 13Q: 3 clusters Score -3.050335e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205787 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -30506010.000000 Penalty: 6185.343262
	Iteration 14Q: 3 clusters Score -3.050601e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211266 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -30508528.000000 Penalty: 6185.343262
	Iteration 15Q: 3 clusters Score -3.050853e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216737 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -30511374.000000 Penalty: 6185.343262
	Iteration 16Q: 3 clusters Score -3.051137e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221998 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -30514084.000000 Penalty: 6185.343262
	Iteration 17Q: 3 clusters Score -3.051408e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227024 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -30517024.000000 Penalty: 6185.343262
	Iteration 18Q: 3 clusters Score -3.051702e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231565 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -30519682.000000 Penalty: 6185.343262
	Iteration 19Q: 3 clusters Score -3.051968e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235604 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -30522092.000000 Penalty: 6185.343262
	Iteration 20F: 3 clusters Score -3.052209e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239178 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -30524422.000000 Penalty: 6185.343262
	Iteration 21Q: 3 clusters Score -3.052442e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242229 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -30526262.000000 Penalty: 6185.343262
	Iteration 22Q: 3 clusters Score -3.052626e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244769 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -30527816.000000 Penalty: 6185.343262
	Iteration 23Q: 3 clusters Score -3.052782e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246911 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -30529024.000000 Penalty: 6185.343262
	Iteration 24Q: 3 clusters Score -3.052902e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248712 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -30530152.000000 Penalty: 6185.343262
	Iteration 25Q: 3 clusters Score -3.053015e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250211 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -30530926.000000 Penalty: 6185.343262
	Iteration 26Q: 3 clusters Score -3.053093e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251468 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -30531586.000000 Penalty: 6185.343262
	Iteration 27Q: 3 clusters Score -3.053159e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252508 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -30532134.000000 Penalty: 6185.343262
	Iteration 28Q: 3 clusters Score -3.053213e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253364 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -30532360.000000 Penalty: 6185.343262
	Iteration 29Q: 3 clusters Score -3.053236e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254090 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -30532556.000000 Penalty: 6185.343262
	Iteration 30Q: 3 clusters Score -3.053256e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254727 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -30532832.000000 Penalty: 6185.343262
	Iteration 31Q: 3 clusters Score -3.053283e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255264 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -30533018.000000 Penalty: 6185.343262
	Iteration 32Q: 3 clusters Score -3.053302e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255657 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -30533204.000000 Penalty: 6185.343262
	Iteration 33Q: 3 clusters Score -3.05332e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256026 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -30533340.000000 Penalty: 6185.343262
	Iteration 34Q: 3 clusters Score -3.053334e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256333 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -30533376.000000 Penalty: 6185.343262
	Iteration 35Q: 3 clusters Score -3.053338e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256580 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -30533428.000000 Penalty: 6185.343262
	Iteration 36Q: 3 clusters Score -3.053343e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256779 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -30533436.000000 Penalty: 6185.343262
	Iteration 37Q: 3 clusters Score -3.053344e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256978 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -30533482.000000 Penalty: 6185.343262
	Iteration 38Q: 3 clusters Score -3.053348e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257153 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -30533518.000000 Penalty: 6185.343262
	Iteration 39Q: 3 clusters Score -3.053352e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257311 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -30533534.000000 Penalty: 6185.343262
	Iteration 40F: 3 clusters Score -3.053353e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257437 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -30533594.000000 Penalty: 6185.343262
	Iteration 41Q: 3 clusters Score -3.053359e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257560 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -30533692.000000 Penalty: 6185.343262
	Iteration 42Q: 3 clusters Score -3.053369e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257680 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -30533738.000000 Penalty: 6185.343262
	Iteration 43Q: 3 clusters Score -3.053374e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257788 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -30533786.000000 Penalty: 6185.343262
	Iteration 44Q: 3 clusters Score -3.053379e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257882 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -30533784.000000 Penalty: 6185.343262
	Iteration 45Q: 3 clusters Score -3.053378e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257972 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -30533800.000000 Penalty: 6185.343262
	Iteration 46Q: 3 clusters Score -3.05338e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258045 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -30533822.000000 Penalty: 6185.343262
	Iteration 47Q: 3 clusters Score -3.053382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258110 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -30533828.000000 Penalty: 6185.343262
	Iteration 48Q: 3 clusters Score -3.053383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258172 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -30533864.000000 Penalty: 6185.343262
	Iteration 49Q: 3 clusters Score -3.053386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258223 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -30533842.000000 Penalty: 6185.343262
	Iteration 50Q: 3 clusters Score -3.053384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258275 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -30533858.000000 Penalty: 6185.343262
	Iteration 51Q: 3 clusters Score -3.053386e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258321 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -30533866.000000 Penalty: 6185.343262
	Iteration 52Q: 3 clusters Score -3.053387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258355 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -30533842.000000 Penalty: 6185.343262
	Iteration 53Q: 3 clusters Score -3.053384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258390 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -30533848.000000 Penalty: 6185.343262
	Iteration 54Q: 3 clusters Score -3.053385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258429 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -30533886.000000 Penalty: 6185.343262
	Iteration 55Q: 3 clusters Score -3.053389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258453 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -30533876.000000 Penalty: 6185.343262
	Iteration 56Q: 3 clusters Score -3.053388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258477 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -30533898.000000 Penalty: 6185.343262
	Iteration 57Q: 3 clusters Score -3.05339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258503 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -30533858.000000 Penalty: 6185.343262
	Iteration 58Q: 3 clusters Score -3.053386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258529 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -30533892.000000 Penalty: 6185.343262
	Iteration 59Q: 3 clusters Score -3.053389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258549 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -30533866.000000 Penalty: 6185.343262
	Iteration 60F: 3 clusters Score -3.053387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258571 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -30533904.000000 Penalty: 6185.343262
	Iteration 61Q: 3 clusters Score -3.05339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258591 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -30533898.000000 Penalty: 6185.343262
	Iteration 62Q: 3 clusters Score -3.05339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258613 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -30533892.000000 Penalty: 6185.343262
	Iteration 63Q: 3 clusters Score -3.053389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258623 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -30533908.000000 Penalty: 6185.343262
	Iteration 64Q: 3 clusters Score -3.053391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258635 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -30533898.000000 Penalty: 6185.343262
	Iteration 65Q: 3 clusters Score -3.05339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258645 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -30533894.000000 Penalty: 6185.343262
	Iteration 66Q: 3 clusters Score -3.053389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258658 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -30533910.000000 Penalty: 6185.343262
	Iteration 67Q: 3 clusters Score -3.053391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258676 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -30533948.000000 Penalty: 6185.343262
	Iteration 68Q: 3 clusters Score -3.053395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258691 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -30533954.000000 Penalty: 6185.343262
	Iteration 69Q: 3 clusters Score -3.053395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258700 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -30533970.000000 Penalty: 6185.343262
	Iteration 70Q: 3 clusters Score -3.053397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258702 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -30533976.000000 Penalty: 6185.343262
	Iteration 71Q: 3 clusters Score -3.053398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258709 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -30533994.000000 Penalty: 6185.343262
	Iteration 72Q: 3 clusters Score -3.053399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258715 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -30533976.000000 Penalty: 6185.343262
	Iteration 73Q: 3 clusters Score -3.053398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258719 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -30533976.000000 Penalty: 6185.343262
	Iteration 74Q: 3 clusters Score -3.053398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258725 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -30533994.000000 Penalty: 6185.343262
	Iteration 75Q: 3 clusters Score -3.053399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258730 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -30534002.000000 Penalty: 6185.343262
	Iteration 76Q: 3 clusters Score -3.0534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258735 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -30533994.000000 Penalty: 6185.343262
	Iteration 77Q: 3 clusters Score -3.053399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258740 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -30534004.000000 Penalty: 6185.343262
	Iteration 78Q: 3 clusters Score -3.0534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258743 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -30534008.000000 Penalty: 6185.343262
	Iteration 79Q: 3 clusters Score -3.053401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258744 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -30534016.000000 Penalty: 6185.343262
	Iteration 80F: 3 clusters Score -3.053402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258745 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -30534000.000000 Penalty: 6185.343262
	Iteration 81Q: 3 clusters Score -3.0534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258745 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -30534000.000000 Penalty: 6185.343262
	Iteration 82Q: 3 clusters Score -3.0534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258746 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -30533996.000000 Penalty: 6185.343262
	Iteration 83Q: 3 clusters Score -3.0534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258747 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -30534022.000000 Penalty: 6185.343262
	Iteration 84Q: 3 clusters Score -3.053402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258749 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -30534016.000000 Penalty: 6185.343262
	Iteration 85Q: 3 clusters Score -3.053402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258752 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -30534016.000000 Penalty: 6185.343262
	Iteration 86Q: 3 clusters Score -3.053402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258758 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -30534014.000000 Penalty: 6185.343262
	Iteration 87Q: 3 clusters Score -3.053401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258759 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -30534018.000000 Penalty: 6185.343262
	Iteration 88Q: 3 clusters Score -3.053402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258763 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -30534016.000000 Penalty: 6185.343262
	Iteration 89Q: 3 clusters Score -3.053402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258768 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -30533976.000000 Penalty: 6185.343262
	Iteration 90Q: 3 clusters Score -3.053398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258771 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -30533980.000000 Penalty: 6185.343262
	Iteration 91Q: 3 clusters Score -3.053398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258774 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -30533988.000000 Penalty: 6185.343262
	Iteration 92Q: 3 clusters Score -3.053399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258775 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -30533974.000000 Penalty: 6185.343262
	Iteration 93Q: 3 clusters Score -3.053397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258775 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -30533974.000000 Penalty: 6185.343262
	Iteration 94F: 3 clusters Score -3.053397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Entering Unmasked Estep 
Score: -2828515.500000 Penalty: 2518.465332
	Iteration 0F: 2 clusters Score -2828516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2810845.750000 Penalty: 5036.930664
	Iteration 0F: 3 clusters Score -2810846 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2818112.500000 Penalty: 5036.930664
	Iteration 1F: 3 clusters Score -2818112 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2819426.750000 Penalty: 5036.930664
	Iteration 2F: 3 clusters Score -2819427 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2821012.500000 Penalty: 5036.930664
	Iteration 3F: 3 clusters Score -2821012 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2822718.500000 Penalty: 5036.930664
	Iteration 4F: 3 clusters Score -2822718 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2824153.250000 Penalty: 5036.930664
	Iteration 5F: 3 clusters Score -2824153 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2825177.250000 Penalty: 5036.930664
	Iteration 6F: 3 clusters Score -2825177 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2825846.500000 Penalty: 5036.930664
	Iteration 7Q: 3 clusters Score -2825846 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2826304.000000 Penalty: 5036.930664
	Iteration 8Q: 3 clusters Score -2826304 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2826649.750000 Penalty: 5036.930664
	Iteration 9Q: 3 clusters Score -2826650 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2826966.250000 Penalty: 5036.930664
	Iteration 10Q: 3 clusters Score -2826966 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2827234.500000 Penalty: 5036.930664
	Iteration 11Q: 3 clusters Score -2827234 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2827516.750000 Penalty: 5036.930664
	Iteration 12Q: 3 clusters Score -2827517 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2827894.500000 Penalty: 5036.930664
	Iteration 13Q: 3 clusters Score -2827894 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2828378.000000 Penalty: 5036.930664
	Iteration 14Q: 3 clusters Score -2828378 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2829025.000000 Penalty: 5036.930664
	Iteration 15Q: 3 clusters Score -2829025 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2829698.250000 Penalty: 5036.930664
	Iteration 16Q: 3 clusters Score -2829698 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2830152.750000 Penalty: 5036.930664
	Iteration 17Q: 3 clusters Score -2830153 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2830457.000000 Penalty: 5036.930664
	Iteration 18Q: 3 clusters Score -2830457 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2830637.750000 Penalty: 5036.930664
	Iteration 19Q: 3 clusters Score -2830638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2830747.000000 Penalty: 5036.930664
	Iteration 20F: 3 clusters Score -2830747 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2830823.500000 Penalty: 5036.930664
	Iteration 21Q: 3 clusters Score -2830824 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2830887.750000 Penalty: 5036.930664
	Iteration 22Q: 3 clusters Score -2830888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2830952.750000 Penalty: 5036.930664
	Iteration 23Q: 3 clusters Score -2830953 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2831037.250000 Penalty: 5036.930664
	Iteration 24Q: 3 clusters Score -2831037 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2831096.000000 Penalty: 5036.930664
	Iteration 25Q: 3 clusters Score -2831096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2831138.500000 Penalty: 5036.930664
	Iteration 26Q: 3 clusters Score -2831138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2831219.000000 Penalty: 5036.930664
	Iteration 27Q: 3 clusters Score -2831219 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2831282.000000 Penalty: 5036.930664
	Iteration 28Q: 3 clusters Score -2831282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2831341.000000 Penalty: 5036.930664
	Iteration 29Q: 3 clusters Score -2831341 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2831386.500000 Penalty: 5036.930664
	Iteration 30Q: 3 clusters Score -2831386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2831404.500000 Penalty: 5036.930664
	Iteration 31Q: 3 clusters Score -2831404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2831447.250000 Penalty: 5036.930664
	Iteration 32Q: 3 clusters Score -2831447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2831456.750000 Penalty: 5036.930664
	Iteration 33Q: 3 clusters Score -2831457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2831471.250000 Penalty: 5036.930664
	Iteration 34Q: 3 clusters Score -2831471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2831486.750000 Penalty: 5036.930664
	Iteration 35Q: 3 clusters Score -2831487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2831487.750000 Penalty: 5036.930664
	Iteration 36Q: 3 clusters Score -2831488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2831482.250000 Penalty: 5036.930664
	Iteration 37Q: 3 clusters Score -2831482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2831491.750000 Penalty: 5036.930664
	Iteration 38Q: 3 clusters Score -2831492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2831491.000000 Penalty: 5036.930664
	Iteration 39Q: 3 clusters Score -2831491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2831495.000000 Penalty: 5036.930664
	Iteration 40F: 3 clusters Score -2831495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2831492.250000 Penalty: 5036.930664
	Iteration 41Q: 3 clusters Score -2831492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2831502.500000 Penalty: 5036.930664
	Iteration 42Q: 3 clusters Score -2831502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2831503.750000 Penalty: 5036.930664
	Iteration 43Q: 3 clusters Score -2831504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2831494.500000 Penalty: 5036.930664
	Iteration 44Q: 3 clusters Score -2831494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2831500.000000 Penalty: 5036.930664
	Iteration 45Q: 3 clusters Score -2831500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2831501.000000 Penalty: 5036.930664
	Iteration 46Q: 3 clusters Score -2831501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2831501.250000 Penalty: 5036.930664
	Iteration 47Q: 3 clusters Score -2831501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2831503.000000 Penalty: 5036.930664
	Iteration 48Q: 3 clusters Score -2831503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2831503.000000 Penalty: 5036.930664
	Iteration 49Q: 3 clusters Score -2831503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2831502.500000 Penalty: 5036.930664
	Iteration 50Q: 3 clusters Score -2831502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2831502.500000 Penalty: 5036.930664
	Iteration 51F: 3 clusters Score -2831502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 128947 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 17508 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 29339 members 
Mstep: Class 27 contains 72636 members 
Mstep: Class 28 contains 8320 members 
Entering Unmasked Estep 
Score: -205417440.000000 Penalty: 99958.773438
Splitting cluster 13 changes total score from -205405152.000000 to -205417440.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (74711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Entering Unmasked Estep 
Score: -9052206.000000 Penalty: 2782.902832
	Iteration 0F: 2 clusters Score -9052206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -9002149.000000 Penalty: 5565.805664
	Iteration 0F: 3 clusters Score -9002149 nChanged 35087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -9021755.000000 Penalty: 5565.805664
	Iteration 1F: 3 clusters Score -9021755 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -9022409.000000 Penalty: 5565.805664
	Iteration 2Q: 3 clusters Score -9022409 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -9023292.000000 Penalty: 5565.805664
	Iteration 3Q: 3 clusters Score -9023292 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -9024375.000000 Penalty: 5565.805664
	Iteration 4Q: 3 clusters Score -9024375 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -9025911.000000 Penalty: 5565.805664
	Iteration 5Q: 3 clusters Score -9025911 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -9028140.000000 Penalty: 5565.805664
	Iteration 6F: 3 clusters Score -9028140 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -9031082.000000 Penalty: 5565.805664
	Iteration 7F: 3 clusters Score -9031082 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -9034656.000000 Penalty: 5565.805664
	Iteration 8F: 3 clusters Score -9034656 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -9037780.000000 Penalty: 5565.805664
	Iteration 9F: 3 clusters Score -9037780 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -9040215.000000 Penalty: 5565.805664
	Iteration 10F: 3 clusters Score -9040215 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -9042002.000000 Penalty: 5565.805664
	Iteration 11Q: 3 clusters Score -9042002 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -9043240.000000 Penalty: 5565.805664
	Iteration 12Q: 3 clusters Score -9043240 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -9044163.000000 Penalty: 5565.805664
	Iteration 13Q: 3 clusters Score -9044163 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -9044855.000000 Penalty: 5565.805664
	Iteration 14Q: 3 clusters Score -9044855 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -9045490.000000 Penalty: 5565.805664
	Iteration 15Q: 3 clusters Score -9045490 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -9045999.000000 Penalty: 5565.805664
	Iteration 16Q: 3 clusters Score -9045999 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -9046525.000000 Penalty: 5565.805664
	Iteration 17Q: 3 clusters Score -9046525 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -9046941.000000 Penalty: 5565.805664
	Iteration 18Q: 3 clusters Score -9046941 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -9047372.000000 Penalty: 5565.805664
	Iteration 19Q: 3 clusters Score -9047372 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -9047729.000000 Penalty: 5565.805664
	Iteration 20F: 3 clusters Score -9047729 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -9048099.000000 Penalty: 5565.805664
	Iteration 21Q: 3 clusters Score -9048099 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -9048336.000000 Penalty: 5565.805664
	Iteration 22Q: 3 clusters Score -9048336 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -9048568.000000 Penalty: 5565.805664
	Iteration 23Q: 3 clusters Score -9048568 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -9048825.000000 Penalty: 5565.805664
	Iteration 24Q: 3 clusters Score -9048825 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -9049051.000000 Penalty: 5565.805664
	Iteration 25Q: 3 clusters Score -9049051 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -9049244.000000 Penalty: 5565.805664
	Iteration 26Q: 3 clusters Score -9049244 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -9049364.000000 Penalty: 5565.805664
	Iteration 27Q: 3 clusters Score -9049364 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -9049514.000000 Penalty: 5565.805664
	Iteration 28Q: 3 clusters Score -9049514 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -9049597.000000 Penalty: 5565.805664
	Iteration 29Q: 3 clusters Score -9049597 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -9049695.000000 Penalty: 5565.805664
	Iteration 30Q: 3 clusters Score -9049695 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -9049784.000000 Penalty: 5565.805664
	Iteration 31Q: 3 clusters Score -9049784 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -9049846.000000 Penalty: 5565.805664
	Iteration 32Q: 3 clusters Score -9049846 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -9049917.000000 Penalty: 5565.805664
	Iteration 33Q: 3 clusters Score -9049917 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -9049946.000000 Penalty: 5565.805664
	Iteration 34Q: 3 clusters Score -9049946 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -9049981.000000 Penalty: 5565.805664
	Iteration 35Q: 3 clusters Score -9049981 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -9050016.000000 Penalty: 5565.805664
	Iteration 36Q: 3 clusters Score -9050016 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -9050059.000000 Penalty: 5565.805664
	Iteration 37Q: 3 clusters Score -9050059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9050084.000000 Penalty: 5565.805664
	Iteration 38Q: 3 clusters Score -9050084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -9050109.000000 Penalty: 5565.805664
	Iteration 39Q: 3 clusters Score -9050109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -9050124.000000 Penalty: 5565.805664
	Iteration 40F: 3 clusters Score -9050124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -9050156.000000 Penalty: 5565.805664
	Iteration 41Q: 3 clusters Score -9050156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -9050175.000000 Penalty: 5565.805664
	Iteration 42Q: 3 clusters Score -9050175 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -9050179.000000 Penalty: 5565.805664
	Iteration 43Q: 3 clusters Score -9050179 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -9050180.000000 Penalty: 5565.805664
	Iteration 44Q: 3 clusters Score -9050180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -9050184.000000 Penalty: 5565.805664
	Iteration 45Q: 3 clusters Score -9050184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -9050223.000000 Penalty: 5565.805664
	Iteration 46Q: 3 clusters Score -9050223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -9050237.000000 Penalty: 5565.805664
	Iteration 47Q: 3 clusters Score -9050237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -9050247.000000 Penalty: 5565.805664
	Iteration 48Q: 3 clusters Score -9050247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -9050235.000000 Penalty: 5565.805664
	Iteration 49Q: 3 clusters Score -9050235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -9050253.000000 Penalty: 5565.805664
	Iteration 50Q: 3 clusters Score -9050253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -9050254.000000 Penalty: 5565.805664
	Iteration 51Q: 3 clusters Score -9050254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -9050253.000000 Penalty: 5565.805664
	Iteration 52Q: 3 clusters Score -9050253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -9050253.000000 Penalty: 5565.805664
	Iteration 53Q: 3 clusters Score -9050253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -9050258.000000 Penalty: 5565.805664
	Iteration 54Q: 3 clusters Score -9050258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -9050281.000000 Penalty: 5565.805664
	Iteration 55Q: 3 clusters Score -9050281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -9050280.000000 Penalty: 5565.805664
	Iteration 56Q: 3 clusters Score -9050280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -9050278.000000 Penalty: 5565.805664
	Iteration 57Q: 3 clusters Score -9050278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -9050293.000000 Penalty: 5565.805664
	Iteration 58Q: 3 clusters Score -9050293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -9050287.000000 Penalty: 5565.805664
	Iteration 59Q: 3 clusters Score -9050287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -9050282.000000 Penalty: 5565.805664
	Iteration 60F: 3 clusters Score -9050282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -9050289.000000 Penalty: 5565.805664
	Iteration 61Q: 3 clusters Score -9050289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -9050289.000000 Penalty: 5565.805664
	Iteration 62Q: 3 clusters Score -9050289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -9050304.000000 Penalty: 5565.805664
	Iteration 63Q: 3 clusters Score -9050304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -9050300.000000 Penalty: 5565.805664
	Iteration 64Q: 3 clusters Score -9050300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -9050313.000000 Penalty: 5565.805664
	Iteration 65Q: 3 clusters Score -9050313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -9050302.000000 Penalty: 5565.805664
	Iteration 66Q: 3 clusters Score -9050302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -9050294.000000 Penalty: 5565.805664
	Iteration 67Q: 3 clusters Score -9050294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -9050295.000000 Penalty: 5565.805664
	Iteration 68Q: 3 clusters Score -9050295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -9050293.000000 Penalty: 5565.805664
	Iteration 69Q: 3 clusters Score -9050293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -9050305.000000 Penalty: 5565.805664
	Iteration 70Q: 3 clusters Score -9050305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -9050301.000000 Penalty: 5565.805664
	Iteration 71Q: 3 clusters Score -9050301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -9050298.000000 Penalty: 5565.805664
	Iteration 72Q: 3 clusters Score -9050298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -9050296.000000 Penalty: 5565.805664
	Iteration 73Q: 3 clusters Score -9050296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -9050307.000000 Penalty: 5565.805664
	Iteration 74Q: 3 clusters Score -9050307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -9050317.000000 Penalty: 5565.805664
	Iteration 75Q: 3 clusters Score -9050317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -9050319.000000 Penalty: 5565.805664
	Iteration 76Q: 3 clusters Score -9050319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -9050318.000000 Penalty: 5565.805664
	Iteration 77Q: 3 clusters Score -9050318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -9050321.000000 Penalty: 5565.805664
	Iteration 78Q: 3 clusters Score -9050321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -9050329.000000 Penalty: 5565.805664
	Iteration 79Q: 3 clusters Score -9050329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -9050314.000000 Penalty: 5565.805664
	Iteration 80F: 3 clusters Score -9050314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -9050322.000000 Penalty: 5565.805664
	Iteration 81Q: 3 clusters Score -9050322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -9050323.000000 Penalty: 5565.805664
	Iteration 82Q: 3 clusters Score -9050323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -9050327.000000 Penalty: 5565.805664
	Iteration 83Q: 3 clusters Score -9050327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -9050335.000000 Penalty: 5565.805664
	Iteration 84Q: 3 clusters Score -9050335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -9050339.000000 Penalty: 5565.805664
	Iteration 85Q: 3 clusters Score -9050339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -9050331.000000 Penalty: 5565.805664
	Iteration 86Q: 3 clusters Score -9050331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -9050341.000000 Penalty: 5565.805664
	Iteration 87Q: 3 clusters Score -9050341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -9050335.000000 Penalty: 5565.805664
	Iteration 88Q: 3 clusters Score -9050335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -9050335.000000 Penalty: 5565.805664
	Iteration 89Q: 3 clusters Score -9050335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -9050339.000000 Penalty: 5565.805664
	Iteration 90Q: 3 clusters Score -9050339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -9050341.000000 Penalty: 5565.805664
	Iteration 91Q: 3 clusters Score -9050341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -9050345.000000 Penalty: 5565.805664
	Iteration 92Q: 3 clusters Score -9050345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -9050344.000000 Penalty: 5565.805664
	Iteration 93Q: 3 clusters Score -9050344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -9050348.000000 Penalty: 5565.805664
	Iteration 94Q: 3 clusters Score -9050348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -9050342.000000 Penalty: 5565.805664
	Iteration 95Q: 3 clusters Score -9050342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -9050348.000000 Penalty: 5565.805664
	Iteration 96Q: 3 clusters Score -9050348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -9050354.000000 Penalty: 5565.805664
	Iteration 97Q: 3 clusters Score -9050354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -9050357.000000 Penalty: 5565.805664
	Iteration 98Q: 3 clusters Score -9050357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -9050356.000000 Penalty: 5565.805664
	Iteration 99Q: 3 clusters Score -9050356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -9050360.000000 Penalty: 5565.805664
	Iteration 100F: 3 clusters Score -9050360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -9050355.000000 Penalty: 5565.805664
	Iteration 101Q: 3 clusters Score -9050355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -9050358.000000 Penalty: 5565.805664
	Iteration 102Q: 3 clusters Score -9050358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -9050356.000000 Penalty: 5565.805664
	Iteration 103Q: 3 clusters Score -9050356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -9050353.000000 Penalty: 5565.805664
	Iteration 104Q: 3 clusters Score -9050353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -9050351.000000 Penalty: 5565.805664
	Iteration 105Q: 3 clusters Score -9050351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -9050345.000000 Penalty: 5565.805664
	Iteration 106Q: 3 clusters Score -9050345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -9050352.000000 Penalty: 5565.805664
	Iteration 107Q: 3 clusters Score -9050352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -9050355.000000 Penalty: 5565.805664
	Iteration 108Q: 3 clusters Score -9050355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -9050349.000000 Penalty: 5565.805664
	Iteration 109Q: 3 clusters Score -9050349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -9050349.000000 Penalty: 5565.805664
	Iteration 110Q: 3 clusters Score -9050349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -9050347.000000 Penalty: 5565.805664
	Iteration 111Q: 3 clusters Score -9050347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -9050347.000000 Penalty: 5565.805664
	Iteration 112F: 3 clusters Score -9050347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Entering Unmasked Estep 
Score: -1984898.375000 Penalty: 2423.062500
	Iteration 0F: 2 clusters Score -1984898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1972388.125000 Penalty: 4846.125000
	Iteration 0F: 3 clusters Score -1972388 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1976697.125000 Penalty: 4846.125000
	Iteration 1F: 3 clusters Score -1976697 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1977401.375000 Penalty: 4846.125000
	Iteration 2F: 3 clusters Score -1977401 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1978141.875000 Penalty: 4846.125000
	Iteration 3F: 3 clusters Score -1978142 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1978803.500000 Penalty: 4846.125000
	Iteration 4F: 3 clusters Score -1978804 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1979319.250000 Penalty: 4846.125000
	Iteration 5F: 3 clusters Score -1979319 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1979753.875000 Penalty: 4846.125000
	Iteration 6Q: 3 clusters Score -1979754 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1980193.625000 Penalty: 4846.125000
	Iteration 7Q: 3 clusters Score -1980194 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1980620.875000 Penalty: 4846.125000
	Iteration 8Q: 3 clusters Score -1980621 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1981012.375000 Penalty: 4846.125000
	Iteration 9Q: 3 clusters Score -1981012 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1981362.500000 Penalty: 4846.125000
	Iteration 10Q: 3 clusters Score -1981362 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1981700.375000 Penalty: 4846.125000
	Iteration 11Q: 3 clusters Score -1981700 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1981979.625000 Penalty: 4846.125000
	Iteration 12Q: 3 clusters Score -1981980 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1982210.750000 Penalty: 4846.125000
	Iteration 13Q: 3 clusters Score -1982211 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1982397.625000 Penalty: 4846.125000
	Iteration 14Q: 3 clusters Score -1982398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1982551.625000 Penalty: 4846.125000
	Iteration 15Q: 3 clusters Score -1982552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1982679.250000 Penalty: 4846.125000
	Iteration 16Q: 3 clusters Score -1982679 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1982776.750000 Penalty: 4846.125000
	Iteration 17Q: 3 clusters Score -1982777 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1982866.000000 Penalty: 4846.125000
	Iteration 18Q: 3 clusters Score -1982866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1982949.125000 Penalty: 4846.125000
	Iteration 19Q: 3 clusters Score -1982949 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1983009.750000 Penalty: 4846.125000
	Iteration 20F: 3 clusters Score -1983010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1983043.250000 Penalty: 4846.125000
	Iteration 21Q: 3 clusters Score -1983043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1983058.375000 Penalty: 4846.125000
	Iteration 22Q: 3 clusters Score -1983058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1983071.250000 Penalty: 4846.125000
	Iteration 23Q: 3 clusters Score -1983071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1983083.250000 Penalty: 4846.125000
	Iteration 24Q: 3 clusters Score -1983083 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1983099.875000 Penalty: 4846.125000
	Iteration 25Q: 3 clusters Score -1983100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1983107.625000 Penalty: 4846.125000
	Iteration 26Q: 3 clusters Score -1983108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1983120.125000 Penalty: 4846.125000
	Iteration 27Q: 3 clusters Score -1983120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1983140.375000 Penalty: 4846.125000
	Iteration 28Q: 3 clusters Score -1983140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1983159.000000 Penalty: 4846.125000
	Iteration 29Q: 3 clusters Score -1983159 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1983166.000000 Penalty: 4846.125000
	Iteration 30Q: 3 clusters Score -1983166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1983185.625000 Penalty: 4846.125000
	Iteration 31Q: 3 clusters Score -1983186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1983209.875000 Penalty: 4846.125000
	Iteration 32Q: 3 clusters Score -1983210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1983233.250000 Penalty: 4846.125000
	Iteration 33Q: 3 clusters Score -1983233 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1983262.750000 Penalty: 4846.125000
	Iteration 34Q: 3 clusters Score -1983263 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1983295.250000 Penalty: 4846.125000
	Iteration 35Q: 3 clusters Score -1983295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1983337.125000 Penalty: 4846.125000
	Iteration 36Q: 3 clusters Score -1983337 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1983382.500000 Penalty: 4846.125000
	Iteration 37Q: 3 clusters Score -1983382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1983428.875000 Penalty: 4846.125000
	Iteration 38Q: 3 clusters Score -1983429 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1983486.750000 Penalty: 4846.125000
	Iteration 39Q: 3 clusters Score -1983487 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1983543.125000 Penalty: 4846.125000
	Iteration 40F: 3 clusters Score -1983543 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1983590.625000 Penalty: 4846.125000
	Iteration 41Q: 3 clusters Score -1983591 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1983641.125000 Penalty: 4846.125000
	Iteration 42Q: 3 clusters Score -1983641 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1983687.375000 Penalty: 4846.125000
	Iteration 43Q: 3 clusters Score -1983687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1983734.250000 Penalty: 4846.125000
	Iteration 44Q: 3 clusters Score -1983734 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1983771.375000 Penalty: 4846.125000
	Iteration 45Q: 3 clusters Score -1983771 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1983809.500000 Penalty: 4846.125000
	Iteration 46Q: 3 clusters Score -1983810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1983870.500000 Penalty: 4846.125000
	Iteration 47Q: 3 clusters Score -1983870 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1983937.500000 Penalty: 4846.125000
	Iteration 48Q: 3 clusters Score -1983938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1984004.000000 Penalty: 4846.125000
	Iteration 49Q: 3 clusters Score -1984004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1984061.875000 Penalty: 4846.125000
	Iteration 50Q: 3 clusters Score -1984062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1984119.375000 Penalty: 4846.125000
	Iteration 51Q: 3 clusters Score -1984119 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1984193.125000 Penalty: 4846.125000
	Iteration 52Q: 3 clusters Score -1984193 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1984272.375000 Penalty: 4846.125000
	Iteration 53Q: 3 clusters Score -1984272 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1984389.375000 Penalty: 4846.125000
	Iteration 54Q: 3 clusters Score -1984389 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1984564.500000 Penalty: 4846.125000
	Iteration 55Q: 3 clusters Score -1984564 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1984790.125000 Penalty: 4846.125000
	Iteration 56Q: 3 clusters Score -1984790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1984975.750000 Penalty: 4846.125000
	Iteration 57Q: 3 clusters Score -1984976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1985115.500000 Penalty: 4846.125000
	Iteration 58Q: 3 clusters Score -1985116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1985201.000000 Penalty: 4846.125000
	Iteration 59Q: 3 clusters Score -1985201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1985255.375000 Penalty: 4846.125000
	Iteration 60F: 3 clusters Score -1985255 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1985287.500000 Penalty: 4846.125000
	Iteration 61Q: 3 clusters Score -1985288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1985303.125000 Penalty: 4846.125000
	Iteration 62Q: 3 clusters Score -1985303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1985320.125000 Penalty: 4846.125000
	Iteration 63Q: 3 clusters Score -1985320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1985328.125000 Penalty: 4846.125000
	Iteration 64Q: 3 clusters Score -1985328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1985349.750000 Penalty: 4846.125000
	Iteration 65Q: 3 clusters Score -1985350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1985364.375000 Penalty: 4846.125000
	Iteration 66Q: 3 clusters Score -1985364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1985368.375000 Penalty: 4846.125000
	Iteration 67Q: 3 clusters Score -1985368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1985377.875000 Penalty: 4846.125000
	Iteration 68Q: 3 clusters Score -1985378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1985395.625000 Penalty: 4846.125000
	Iteration 69Q: 3 clusters Score -1985396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1985400.125000 Penalty: 4846.125000
	Iteration 70Q: 3 clusters Score -1985400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1985408.250000 Penalty: 4846.125000
	Iteration 71Q: 3 clusters Score -1985408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1985411.250000 Penalty: 4846.125000
	Iteration 72Q: 3 clusters Score -1985411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1985411.750000 Penalty: 4846.125000
	Iteration 73Q: 3 clusters Score -1985412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1985412.625000 Penalty: 4846.125000
	Iteration 74Q: 3 clusters Score -1985413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1985409.000000 Penalty: 4846.125000
	Iteration 75Q: 3 clusters Score -1985409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1985411.625000 Penalty: 4846.125000
	Iteration 76Q: 3 clusters Score -1985412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1985412.125000 Penalty: 4846.125000
	Iteration 77Q: 3 clusters Score -1985412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1985411.125000 Penalty: 4846.125000
	Iteration 78Q: 3 clusters Score -1985411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1985412.500000 Penalty: 4846.125000
	Iteration 79Q: 3 clusters Score -1985412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1985414.250000 Penalty: 4846.125000
	Iteration 80F: 3 clusters Score -1985414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1985412.250000 Penalty: 4846.125000
	Iteration 81Q: 3 clusters Score -1985412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1985412.375000 Penalty: 4846.125000
	Iteration 82Q: 3 clusters Score -1985412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1985412.375000 Penalty: 4846.125000
	Iteration 83F: 3 clusters Score -1985412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 128947 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 29339 members 
Mstep: Class 27 contains 72636 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 2453 members 
Entering Unmasked Estep 
Score: -205416032.000000 Penalty: 103528.726562
Splitting cluster 15 changes total score from -205405152.000000 to -205416032.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (43872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Entering Unmasked Estep 
Score: -5376438.000000 Penalty: 2650.879883
	Iteration 0F: 2 clusters Score -5376438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5346900.500000 Penalty: 5301.759766
	Iteration 0F: 3 clusters Score -5346900 nChanged 20011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5357992.000000 Penalty: 5301.759766
	Iteration 1F: 3 clusters Score -5357992 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5358476.000000 Penalty: 5301.759766
	Iteration 2Q: 3 clusters Score -5358476 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -5358929.500000 Penalty: 5301.759766
	Iteration 3Q: 3 clusters Score -5358930 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -5359333.000000 Penalty: 5301.759766
	Iteration 4Q: 3 clusters Score -5359333 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5359735.500000 Penalty: 5301.759766
	Iteration 5Q: 3 clusters Score -5359736 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -5360221.000000 Penalty: 5301.759766
	Iteration 6Q: 3 clusters Score -5360221 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -5360827.500000 Penalty: 5301.759766
	Iteration 7Q: 3 clusters Score -5360828 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5361657.500000 Penalty: 5301.759766
	Iteration 8Q: 3 clusters Score -5361658 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -5362868.500000 Penalty: 5301.759766
	Iteration 9Q: 3 clusters Score -5362868 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -5364583.000000 Penalty: 5301.759766
	Iteration 10F: 3 clusters Score -5364583 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5366690.000000 Penalty: 5301.759766
	Iteration 11F: 3 clusters Score -5366690 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -5368617.000000 Penalty: 5301.759766
	Iteration 12F: 3 clusters Score -5368617 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -5370075.000000 Penalty: 5301.759766
	Iteration 13Q: 3 clusters Score -5370075 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5371088.500000 Penalty: 5301.759766
	Iteration 14Q: 3 clusters Score -5371088 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5371838.000000 Penalty: 5301.759766
	Iteration 15Q: 3 clusters Score -5371838 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5372352.000000 Penalty: 5301.759766
	Iteration 16Q: 3 clusters Score -5372352 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5372783.000000 Penalty: 5301.759766
	Iteration 17Q: 3 clusters Score -5372783 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5373076.500000 Penalty: 5301.759766
	Iteration 18Q: 3 clusters Score -5373076 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5373334.500000 Penalty: 5301.759766
	Iteration 19Q: 3 clusters Score -5373334 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5373541.000000 Penalty: 5301.759766
	Iteration 20F: 3 clusters Score -5373541 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5373674.000000 Penalty: 5301.759766
	Iteration 21Q: 3 clusters Score -5373674 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -5373785.000000 Penalty: 5301.759766
	Iteration 22Q: 3 clusters Score -5373785 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -5373873.000000 Penalty: 5301.759766
	Iteration 23Q: 3 clusters Score -5373873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5373936.500000 Penalty: 5301.759766
	Iteration 24Q: 3 clusters Score -5373936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5373969.000000 Penalty: 5301.759766
	Iteration 25Q: 3 clusters Score -5373969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -5374019.500000 Penalty: 5301.759766
	Iteration 26Q: 3 clusters Score -5374020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -5374048.500000 Penalty: 5301.759766
	Iteration 27Q: 3 clusters Score -5374048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5374084.500000 Penalty: 5301.759766
	Iteration 28Q: 3 clusters Score -5374084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5374118.000000 Penalty: 5301.759766
	Iteration 29Q: 3 clusters Score -5374118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -5374136.500000 Penalty: 5301.759766
	Iteration 30Q: 3 clusters Score -5374136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5374148.500000 Penalty: 5301.759766
	Iteration 31Q: 3 clusters Score -5374148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -5374159.000000 Penalty: 5301.759766
	Iteration 32Q: 3 clusters Score -5374159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5374168.000000 Penalty: 5301.759766
	Iteration 33Q: 3 clusters Score -5374168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -5374184.000000 Penalty: 5301.759766
	Iteration 34Q: 3 clusters Score -5374184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5374198.500000 Penalty: 5301.759766
	Iteration 35Q: 3 clusters Score -5374198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -5374208.000000 Penalty: 5301.759766
	Iteration 36Q: 3 clusters Score -5374208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5374216.000000 Penalty: 5301.759766
	Iteration 37Q: 3 clusters Score -5374216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5374220.000000 Penalty: 5301.759766
	Iteration 38Q: 3 clusters Score -5374220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5374219.500000 Penalty: 5301.759766
	Iteration 39Q: 3 clusters Score -5374220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5374225.000000 Penalty: 5301.759766
	Iteration 40F: 3 clusters Score -5374225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Entering Unmasked Estep 
Score: -10508429.000000 Penalty: 2826.513916
	Iteration 0F: 2 clusters Score -1.050843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -10448931.000000 Penalty: 5653.027832
	Iteration 0F: 3 clusters Score -1.044893e+07 nChanged 41960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -10473080.000000 Penalty: 5653.027832
	Iteration 1F: 3 clusters Score -1.047308e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -10474346.000000 Penalty: 5653.027832
	Iteration 2Q: 3 clusters Score -1.047435e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -10475839.000000 Penalty: 5653.027832
	Iteration 3Q: 3 clusters Score -1.047584e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -10477774.000000 Penalty: 5653.027832
	Iteration 4Q: 3 clusters Score -1.047777e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -10480415.000000 Penalty: 5653.027832
	Iteration 5F: 3 clusters Score -1.048042e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -10483712.000000 Penalty: 5653.027832
	Iteration 6F: 3 clusters Score -1.048371e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -10487191.000000 Penalty: 5653.027832
	Iteration 7F: 3 clusters Score -1.048719e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -10490126.000000 Penalty: 5653.027832
	Iteration 8F: 3 clusters Score -1.049013e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -10492338.000000 Penalty: 5653.027832
	Iteration 9F: 3 clusters Score -1.049234e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -10493609.000000 Penalty: 5653.027832
	Iteration 10Q: 3 clusters Score -1.049361e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -10494549.000000 Penalty: 5653.027832
	Iteration 11Q: 3 clusters Score -1.049455e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -10495235.000000 Penalty: 5653.027832
	Iteration 12Q: 3 clusters Score -1.049524e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -10495938.000000 Penalty: 5653.027832
	Iteration 13Q: 3 clusters Score -1.049594e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -10496560.000000 Penalty: 5653.027832
	Iteration 14Q: 3 clusters Score -1.049656e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -10497334.000000 Penalty: 5653.027832
	Iteration 15Q: 3 clusters Score -1.049733e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -10498035.000000 Penalty: 5653.027832
	Iteration 16Q: 3 clusters Score -1.049804e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -10498782.000000 Penalty: 5653.027832
	Iteration 17Q: 3 clusters Score -1.049878e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -10499600.000000 Penalty: 5653.027832
	Iteration 18Q: 3 clusters Score -1.04996e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -10500506.000000 Penalty: 5653.027832
	Iteration 19Q: 3 clusters Score -1.050051e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -10501592.000000 Penalty: 5653.027832
	Iteration 20F: 3 clusters Score -1.050159e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -10502563.000000 Penalty: 5653.027832
	Iteration 21Q: 3 clusters Score -1.050256e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -10503430.000000 Penalty: 5653.027832
	Iteration 22Q: 3 clusters Score -1.050343e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -10504254.000000 Penalty: 5653.027832
	Iteration 23Q: 3 clusters Score -1.050425e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -10504935.000000 Penalty: 5653.027832
	Iteration 24Q: 3 clusters Score -1.050494e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -10505504.000000 Penalty: 5653.027832
	Iteration 25Q: 3 clusters Score -1.05055e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -10505911.000000 Penalty: 5653.027832
	Iteration 26Q: 3 clusters Score -1.050591e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -10506142.000000 Penalty: 5653.027832
	Iteration 27Q: 3 clusters Score -1.050614e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -10506348.000000 Penalty: 5653.027832
	Iteration 28Q: 3 clusters Score -1.050635e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -10506474.000000 Penalty: 5653.027832
	Iteration 29Q: 3 clusters Score -1.050647e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -10506554.000000 Penalty: 5653.027832
	Iteration 30Q: 3 clusters Score -1.050655e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -10506602.000000 Penalty: 5653.027832
	Iteration 31Q: 3 clusters Score -1.05066e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -10506624.000000 Penalty: 5653.027832
	Iteration 32Q: 3 clusters Score -1.050662e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -10506619.000000 Penalty: 5653.027832
	Iteration 33Q: 3 clusters Score -1.050662e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -10506634.000000 Penalty: 5653.027832
	Iteration 34Q: 3 clusters Score -1.050663e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -10506650.000000 Penalty: 5653.027832
	Iteration 35Q: 3 clusters Score -1.050665e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -10506678.000000 Penalty: 5653.027832
	Iteration 36Q: 3 clusters Score -1.050668e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -10506668.000000 Penalty: 5653.027832
	Iteration 37Q: 3 clusters Score -1.050667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -10506666.000000 Penalty: 5653.027832
	Iteration 38Q: 3 clusters Score -1.050667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -10506655.000000 Penalty: 5653.027832
	Iteration 39Q: 3 clusters Score -1.050666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -10506657.000000 Penalty: 5653.027832
	Iteration 40F: 3 clusters Score -1.050666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -10506650.000000 Penalty: 5653.027832
	Iteration 41Q: 3 clusters Score -1.050665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 87329 members 
Entering Unmasked Estep 
Score: -10506659.000000 Penalty: 5653.027832
	Iteration 42Q: 3 clusters Score -1.050666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -10506663.000000 Penalty: 5653.027832
	Iteration 43Q: 3 clusters Score -1.050666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -10506687.000000 Penalty: 5653.027832
	Iteration 44Q: 3 clusters Score -1.050669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -10506679.000000 Penalty: 5653.027832
	Iteration 45Q: 3 clusters Score -1.050668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -10506699.000000 Penalty: 5653.027832
	Iteration 46Q: 3 clusters Score -1.05067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -10506694.000000 Penalty: 5653.027832
	Iteration 47Q: 3 clusters Score -1.050669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -10506723.000000 Penalty: 5653.027832
	Iteration 48Q: 3 clusters Score -1.050672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -10506720.000000 Penalty: 5653.027832
	Iteration 49Q: 3 clusters Score -1.050672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -10506728.000000 Penalty: 5653.027832
	Iteration 50Q: 3 clusters Score -1.050673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -10506737.000000 Penalty: 5653.027832
	Iteration 51Q: 3 clusters Score -1.050674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -10506738.000000 Penalty: 5653.027832
	Iteration 52Q: 3 clusters Score -1.050674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -10506732.000000 Penalty: 5653.027832
	Iteration 53Q: 3 clusters Score -1.050673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -10506732.000000 Penalty: 5653.027832
	Iteration 54Q: 3 clusters Score -1.050673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -10506729.000000 Penalty: 5653.027832
	Iteration 55Q: 3 clusters Score -1.050673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -10506736.000000 Penalty: 5653.027832
	Iteration 56Q: 3 clusters Score -1.050674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -10506730.000000 Penalty: 5653.027832
	Iteration 57Q: 3 clusters Score -1.050673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -10506737.000000 Penalty: 5653.027832
	Iteration 58Q: 3 clusters Score -1.050674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -10506744.000000 Penalty: 5653.027832
	Iteration 59Q: 3 clusters Score -1.050674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 87486 members 
Entering Unmasked Estep 
Score: -10506742.000000 Penalty: 5653.027832
	Iteration 60F: 3 clusters Score -1.050674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Entering Unmasked Estep 
Score: -2303857.250000 Penalty: 2452.895020
	Iteration 0F: 2 clusters Score -2303857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2289996.500000 Penalty: 4905.790039
	Iteration 0F: 3 clusters Score -2289996 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2294907.250000 Penalty: 4905.790039
	Iteration 1F: 3 clusters Score -2294907 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2295667.500000 Penalty: 4905.790039
	Iteration 2F: 3 clusters Score -2295668 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2296590.250000 Penalty: 4905.790039
	Iteration 3F: 3 clusters Score -2296590 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2297780.750000 Penalty: 4905.790039
	Iteration 4F: 3 clusters Score -2297781 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2299108.500000 Penalty: 4905.790039
	Iteration 5F: 3 clusters Score -2299108 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2300259.250000 Penalty: 4905.790039
	Iteration 6F: 3 clusters Score -2300259 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2301062.250000 Penalty: 4905.790039
	Iteration 7F: 3 clusters Score -2301062 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2301456.750000 Penalty: 4905.790039
	Iteration 8Q: 3 clusters Score -2301457 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2301646.250000 Penalty: 4905.790039
	Iteration 9Q: 3 clusters Score -2301646 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2301743.000000 Penalty: 4905.790039
	Iteration 10Q: 3 clusters Score -2301743 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2301789.750000 Penalty: 4905.790039
	Iteration 11Q: 3 clusters Score -2301790 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2301824.000000 Penalty: 4905.790039
	Iteration 12Q: 3 clusters Score -2301824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2301851.500000 Penalty: 4905.790039
	Iteration 13Q: 3 clusters Score -2301852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2301872.500000 Penalty: 4905.790039
	Iteration 14Q: 3 clusters Score -2301872 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2301884.750000 Penalty: 4905.790039
	Iteration 15Q: 3 clusters Score -2301885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2301899.750000 Penalty: 4905.790039
	Iteration 16Q: 3 clusters Score -2301900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2301908.500000 Penalty: 4905.790039
	Iteration 17Q: 3 clusters Score -2301908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2301915.750000 Penalty: 4905.790039
	Iteration 18Q: 3 clusters Score -2301916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2301918.500000 Penalty: 4905.790039
	Iteration 19Q: 3 clusters Score -2301918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2301925.000000 Penalty: 4905.790039
	Iteration 20F: 3 clusters Score -2301925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2301927.000000 Penalty: 4905.790039
	Iteration 21Q: 3 clusters Score -2301927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2301929.250000 Penalty: 4905.790039
	Iteration 22Q: 3 clusters Score -2301929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2301931.250000 Penalty: 4905.790039
	Iteration 23Q: 3 clusters Score -2301931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2301934.750000 Penalty: 4905.790039
	Iteration 24Q: 3 clusters Score -2301935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2301940.000000 Penalty: 4905.790039
	Iteration 25Q: 3 clusters Score -2301940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2301936.500000 Penalty: 4905.790039
	Iteration 26Q: 3 clusters Score -2301936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2301936.500000 Penalty: 4905.790039
	Iteration 27Q: 3 clusters Score -2301936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2301935.500000 Penalty: 4905.790039
	Iteration 28Q: 3 clusters Score -2301936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2301936.250000 Penalty: 4905.790039
	Iteration 29Q: 3 clusters Score -2301936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2301935.250000 Penalty: 4905.790039
	Iteration 30Q: 3 clusters Score -2301935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2301939.250000 Penalty: 4905.790039
	Iteration 31Q: 3 clusters Score -2301939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2301937.750000 Penalty: 4905.790039
	Iteration 32Q: 3 clusters Score -2301938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2301941.750000 Penalty: 4905.790039
	Iteration 33Q: 3 clusters Score -2301942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2301945.000000 Penalty: 4905.790039
	Iteration 34Q: 3 clusters Score -2301945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2301948.000000 Penalty: 4905.790039
	Iteration 35Q: 3 clusters Score -2301948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2301950.500000 Penalty: 4905.790039
	Iteration 36Q: 3 clusters Score -2301950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2301956.500000 Penalty: 4905.790039
	Iteration 37Q: 3 clusters Score -2301956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2301962.250000 Penalty: 4905.790039
	Iteration 38Q: 3 clusters Score -2301962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2301964.750000 Penalty: 4905.790039
	Iteration 39Q: 3 clusters Score -2301965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2301964.250000 Penalty: 4905.790039
	Iteration 40F: 3 clusters Score -2301964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2301969.750000 Penalty: 4905.790039
	Iteration 41Q: 3 clusters Score -2301970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2301972.500000 Penalty: 4905.790039
	Iteration 42Q: 3 clusters Score -2301972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2301982.250000 Penalty: 4905.790039
	Iteration 43Q: 3 clusters Score -2301982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2301999.500000 Penalty: 4905.790039
	Iteration 44Q: 3 clusters Score -2302000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2302006.250000 Penalty: 4905.790039
	Iteration 45Q: 3 clusters Score -2302006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2302014.500000 Penalty: 4905.790039
	Iteration 46Q: 3 clusters Score -2302014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2302029.250000 Penalty: 4905.790039
	Iteration 47Q: 3 clusters Score -2302029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2302032.000000 Penalty: 4905.790039
	Iteration 48Q: 3 clusters Score -2302032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2302035.250000 Penalty: 4905.790039
	Iteration 49Q: 3 clusters Score -2302035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2302044.250000 Penalty: 4905.790039
	Iteration 50Q: 3 clusters Score -2302044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2302045.500000 Penalty: 4905.790039
	Iteration 51Q: 3 clusters Score -2302046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2302050.750000 Penalty: 4905.790039
	Iteration 52Q: 3 clusters Score -2302051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2302046.750000 Penalty: 4905.790039
	Iteration 53Q: 3 clusters Score -2302047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2302051.500000 Penalty: 4905.790039
	Iteration 54Q: 3 clusters Score -2302052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2302054.000000 Penalty: 4905.790039
	Iteration 55Q: 3 clusters Score -2302054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2302061.500000 Penalty: 4905.790039
	Iteration 56Q: 3 clusters Score -2302062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2302068.500000 Penalty: 4905.790039
	Iteration 57Q: 3 clusters Score -2302068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2302064.750000 Penalty: 4905.790039
	Iteration 58Q: 3 clusters Score -2302065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2302070.750000 Penalty: 4905.790039
	Iteration 59Q: 3 clusters Score -2302071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2302065.250000 Penalty: 4905.790039
	Iteration 60F: 3 clusters Score -2302065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2302065.250000 Penalty: 4905.790039
	Iteration 61Q: 3 clusters Score -2302065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2302066.750000 Penalty: 4905.790039
	Iteration 62Q: 3 clusters Score -2302067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2302074.250000 Penalty: 4905.790039
	Iteration 63Q: 3 clusters Score -2302074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2302076.500000 Penalty: 4905.790039
	Iteration 64Q: 3 clusters Score -2302076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2302080.750000 Penalty: 4905.790039
	Iteration 65Q: 3 clusters Score -2302081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2302089.500000 Penalty: 4905.790039
	Iteration 66Q: 3 clusters Score -2302090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2302090.000000 Penalty: 4905.790039
	Iteration 67Q: 3 clusters Score -2302090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2302091.750000 Penalty: 4905.790039
	Iteration 68Q: 3 clusters Score -2302092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2302094.500000 Penalty: 4905.790039
	Iteration 69Q: 3 clusters Score -2302094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2302102.250000 Penalty: 4905.790039
	Iteration 70Q: 3 clusters Score -2302102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2302106.000000 Penalty: 4905.790039
	Iteration 71Q: 3 clusters Score -2302106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2302103.000000 Penalty: 4905.790039
	Iteration 72Q: 3 clusters Score -2302103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2302109.750000 Penalty: 4905.790039
	Iteration 73Q: 3 clusters Score -2302110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2302113.000000 Penalty: 4905.790039
	Iteration 74Q: 3 clusters Score -2302113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2302115.000000 Penalty: 4905.790039
	Iteration 75Q: 3 clusters Score -2302115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2302115.500000 Penalty: 4905.790039
	Iteration 76Q: 3 clusters Score -2302116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2302113.000000 Penalty: 4905.790039
	Iteration 77Q: 3 clusters Score -2302113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2302111.750000 Penalty: 4905.790039
	Iteration 78Q: 3 clusters Score -2302112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2302112.750000 Penalty: 4905.790039
	Iteration 79Q: 3 clusters Score -2302113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2302114.750000 Penalty: 4905.790039
	Iteration 80F: 3 clusters Score -2302115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2302111.000000 Penalty: 4905.790039
	Iteration 81Q: 3 clusters Score -2302111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2302111.000000 Penalty: 4905.790039
	Iteration 82Q: 3 clusters Score -2302111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2302108.250000 Penalty: 4905.790039
	Iteration 83Q: 3 clusters Score -2302108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2302109.500000 Penalty: 4905.790039
	Iteration 84Q: 3 clusters Score -2302110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2302114.250000 Penalty: 4905.790039
	Iteration 85Q: 3 clusters Score -2302114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2302118.750000 Penalty: 4905.790039
	Iteration 86Q: 3 clusters Score -2302119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2302116.500000 Penalty: 4905.790039
	Iteration 87Q: 3 clusters Score -2302116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2302119.000000 Penalty: 4905.790039
	Iteration 88Q: 3 clusters Score -2302119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2302120.500000 Penalty: 4905.790039
	Iteration 89Q: 3 clusters Score -2302120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2302119.250000 Penalty: 4905.790039
	Iteration 90Q: 3 clusters Score -2302119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2302124.250000 Penalty: 4905.790039
	Iteration 91Q: 3 clusters Score -2302124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2302126.250000 Penalty: 4905.790039
	Iteration 92Q: 3 clusters Score -2302126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2302129.750000 Penalty: 4905.790039
	Iteration 93Q: 3 clusters Score -2302130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2302139.000000 Penalty: 4905.790039
	Iteration 94Q: 3 clusters Score -2302139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2302136.750000 Penalty: 4905.790039
	Iteration 95Q: 3 clusters Score -2302137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2302139.750000 Penalty: 4905.790039
	Iteration 96Q: 3 clusters Score -2302140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2302139.000000 Penalty: 4905.790039
	Iteration 97Q: 3 clusters Score -2302139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2302140.500000 Penalty: 4905.790039
	Iteration 98Q: 3 clusters Score -2302140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2302145.000000 Penalty: 4905.790039
	Iteration 99Q: 3 clusters Score -2302145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2302146.750000 Penalty: 4905.790039
	Iteration 100F: 3 clusters Score -2302147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2302147.500000 Penalty: 4905.790039
	Iteration 101Q: 3 clusters Score -2302148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2302148.750000 Penalty: 4905.790039
	Iteration 102Q: 3 clusters Score -2302149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2302146.750000 Penalty: 4905.790039
	Iteration 103Q: 3 clusters Score -2302147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2302145.000000 Penalty: 4905.790039
	Iteration 104Q: 3 clusters Score -2302145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2302144.750000 Penalty: 4905.790039
	Iteration 105Q: 3 clusters Score -2302145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2302147.750000 Penalty: 4905.790039
	Iteration 106Q: 3 clusters Score -2302148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2302147.250000 Penalty: 4905.790039
	Iteration 107Q: 3 clusters Score -2302147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2302148.000000 Penalty: 4905.790039
	Iteration 108Q: 3 clusters Score -2302148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2302151.250000 Penalty: 4905.790039
	Iteration 109Q: 3 clusters Score -2302151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2302152.500000 Penalty: 4905.790039
	Iteration 110Q: 3 clusters Score -2302152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2302148.000000 Penalty: 4905.790039
	Iteration 111Q: 3 clusters Score -2302148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2302149.000000 Penalty: 4905.790039
	Iteration 112Q: 3 clusters Score -2302149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2302149.750000 Penalty: 4905.790039
	Iteration 113Q: 3 clusters Score -2302150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2302152.250000 Penalty: 4905.790039
	Iteration 114Q: 3 clusters Score -2302152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2302153.250000 Penalty: 4905.790039
	Iteration 115Q: 3 clusters Score -2302153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2302154.250000 Penalty: 4905.790039
	Iteration 116Q: 3 clusters Score -2302154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2302154.500000 Penalty: 4905.790039
	Iteration 117Q: 3 clusters Score -2302154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2302152.250000 Penalty: 4905.790039
	Iteration 118Q: 3 clusters Score -2302152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2302159.000000 Penalty: 4905.790039
	Iteration 119Q: 3 clusters Score -2302159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2302159.750000 Penalty: 4905.790039
	Iteration 120F: 3 clusters Score -2302160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2302158.250000 Penalty: 4905.790039
	Iteration 121Q: 3 clusters Score -2302158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2302155.250000 Penalty: 4905.790039
	Iteration 122Q: 3 clusters Score -2302155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2302158.750000 Penalty: 4905.790039
	Iteration 123Q: 3 clusters Score -2302159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2302161.500000 Penalty: 4905.790039
	Iteration 124Q: 3 clusters Score -2302162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2302160.500000 Penalty: 4905.790039
	Iteration 125Q: 3 clusters Score -2302160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2302159.250000 Penalty: 4905.790039
	Iteration 126Q: 3 clusters Score -2302159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2302158.250000 Penalty: 4905.790039
	Iteration 127Q: 3 clusters Score -2302158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2302154.750000 Penalty: 4905.790039
	Iteration 128Q: 3 clusters Score -2302155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2302161.500000 Penalty: 4905.790039
	Iteration 129Q: 3 clusters Score -2302162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2302159.750000 Penalty: 4905.790039
	Iteration 130Q: 3 clusters Score -2302160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2302162.500000 Penalty: 4905.790039
	Iteration 131Q: 3 clusters Score -2302162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2302161.250000 Penalty: 4905.790039
	Iteration 132Q: 3 clusters Score -2302161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2302161.250000 Penalty: 4905.790039
	Iteration 133F: 3 clusters Score -2302161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Entering Unmasked Estep 
Score: -997595.500000 Penalty: 2261.074951
	Iteration 0F: 2 clusters Score -997595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -990661.500000 Penalty: 4522.149902
	Iteration 0F: 3 clusters Score -990661.5 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -993463.875000 Penalty: 4522.149902
	Iteration 1F: 3 clusters Score -993463.9 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -995068.625000 Penalty: 4522.149902
	Iteration 2F: 3 clusters Score -995068.6 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -996701.937500 Penalty: 4522.149902
	Iteration 3F: 3 clusters Score -996701.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -997868.500000 Penalty: 4522.149902
	Iteration 4F: 3 clusters Score -997868.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -998543.250000 Penalty: 4522.149902
	Iteration 5F: 3 clusters Score -998543.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -998895.437500 Penalty: 4522.149902
	Iteration 6Q: 3 clusters Score -998895.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -999133.125000 Penalty: 4522.149902
	Iteration 7Q: 3 clusters Score -999133.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -999380.312500 Penalty: 4522.149902
	Iteration 8Q: 3 clusters Score -999380.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -999780.812500 Penalty: 4522.149902
	Iteration 9Q: 3 clusters Score -999780.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1000462.562500 Penalty: 4522.149902
	Iteration 10Q: 3 clusters Score -1000463 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1000819.937500 Penalty: 4522.149902
	Iteration 11Q: 3 clusters Score -1000820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1000897.062500 Penalty: 4522.149902
	Iteration 12Q: 3 clusters Score -1000897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1000908.250000 Penalty: 4522.149902
	Iteration 13Q: 3 clusters Score -1000908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1000913.812500 Penalty: 4522.149902
	Iteration 14Q: 3 clusters Score -1000914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1000917.562500 Penalty: 4522.149902
	Iteration 15Q: 3 clusters Score -1000918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1000918.187500 Penalty: 4522.149902
	Iteration 16Q: 3 clusters Score -1000918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1000917.250000 Penalty: 4522.149902
	Iteration 17Q: 3 clusters Score -1000917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1000919.000000 Penalty: 4522.149902
	Iteration 18Q: 3 clusters Score -1000919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1000919.812500 Penalty: 4522.149902
	Iteration 19Q: 3 clusters Score -1000920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1000919.812500 Penalty: 4522.149902
	Iteration 20F: 3 clusters Score -1000920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 128947 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 29339 members 
Mstep: Class 27 contains 72636 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 2453 members 
Mstep: Class 30 contains 5598 members 
Entering Unmasked Estep 
Score: -205418048.000000 Penalty: 107098.679688
Splitting cluster 19 changes total score from -205405152.000000 to -205418048.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -349800.468750 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -349800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -346685.968750 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -346686 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -351182.593750 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -351182.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -356235.375000 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -356235.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -358549.718750 Penalty: 4055.769287
	Iteration 3F: 3 clusters Score -358549.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -359331.125000 Penalty: 4055.769287
	Iteration 4Q: 3 clusters Score -359331.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -359766.250000 Penalty: 4055.769287
	Iteration 5Q: 3 clusters Score -359766.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -359986.656250 Penalty: 4055.769287
	Iteration 6Q: 3 clusters Score -359986.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -360154.375000 Penalty: 4055.769287
	Iteration 7Q: 3 clusters Score -360154.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -360406.062500 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -360406.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -360820.531250 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -360820.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -361347.500000 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -361347.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -361605.781250 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -361605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -361671.093750 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -361671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -361737.312500 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -361737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -361810.500000 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -361810.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -361938.187500 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -361938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -362033.000000 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -362033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -362144.375000 Penalty: 4055.769287
	Iteration 17Q: 3 clusters Score -362144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -362145.406250 Penalty: 4055.769287
	Iteration 18Q: 3 clusters Score -362145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -362146.656250 Penalty: 4055.769287
	Iteration 19Q: 3 clusters Score -362146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -362149.187500 Penalty: 4055.769287
	Iteration 20F: 3 clusters Score -362149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -362156.250000 Penalty: 4055.769287
	Iteration 21Q: 3 clusters Score -362156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -362156.250000 Penalty: 4055.769287
	Iteration 22F: 3 clusters Score -362156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 128947 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 11557 members 
Mstep: Class 26 contains 29339 members 
Mstep: Class 27 contains 72636 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 2453 members 
Mstep: Class 30 contains 5598 members 
Mstep: Class 31 contains 990 members 
Entering Unmasked Estep 
Score: -205429184.000000 Penalty: 110668.640625
Splitting cluster 20 changes total score from -205405152.000000 to -205429184.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -4279207.000000 Penalty: 2602.860352
	Iteration 0F: 2 clusters Score -4279207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4254544.500000 Penalty: 5205.720703
	Iteration 0F: 3 clusters Score -4254544 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4263500.000000 Penalty: 5205.720703
	Iteration 1F: 3 clusters Score -4263500 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4264053.500000 Penalty: 5205.720703
	Iteration 2Q: 3 clusters Score -4264054 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4264554.500000 Penalty: 5205.720703
	Iteration 3Q: 3 clusters Score -4264554 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4265066.500000 Penalty: 5205.720703
	Iteration 4Q: 3 clusters Score -4265066 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4265660.500000 Penalty: 5205.720703
	Iteration 5Q: 3 clusters Score -4265660 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4266317.000000 Penalty: 5205.720703
	Iteration 6Q: 3 clusters Score -4266317 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -4267209.000000 Penalty: 5205.720703
	Iteration 7Q: 3 clusters Score -4267209 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4268278.000000 Penalty: 5205.720703
	Iteration 8F: 3 clusters Score -4268278 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -4269496.500000 Penalty: 5205.720703
	Iteration 9F: 3 clusters Score -4269496 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4270747.500000 Penalty: 5205.720703
	Iteration 10F: 3 clusters Score -4270748 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4271929.500000 Penalty: 5205.720703
	Iteration 11Q: 3 clusters Score -4271930 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4272923.000000 Penalty: 5205.720703
	Iteration 12Q: 3 clusters Score -4272923 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4273701.500000 Penalty: 5205.720703
	Iteration 13Q: 3 clusters Score -4273702 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -4274259.500000 Penalty: 5205.720703
	Iteration 14Q: 3 clusters Score -4274260 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4274671.500000 Penalty: 5205.720703
	Iteration 15Q: 3 clusters Score -4274672 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4274997.500000 Penalty: 5205.720703
	Iteration 16Q: 3 clusters Score -4274998 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4275299.000000 Penalty: 5205.720703
	Iteration 17Q: 3 clusters Score -4275299 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4275560.000000 Penalty: 5205.720703
	Iteration 18Q: 3 clusters Score -4275560 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4275799.500000 Penalty: 5205.720703
	Iteration 19Q: 3 clusters Score -4275800 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4276015.500000 Penalty: 5205.720703
	Iteration 20F: 3 clusters Score -4276016 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4276211.500000 Penalty: 5205.720703
	Iteration 21Q: 3 clusters Score -4276212 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4276363.000000 Penalty: 5205.720703
	Iteration 22Q: 3 clusters Score -4276363 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4276490.000000 Penalty: 5205.720703
	Iteration 23Q: 3 clusters Score -4276490 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4276577.000000 Penalty: 5205.720703
	Iteration 24Q: 3 clusters Score -4276577 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4276662.000000 Penalty: 5205.720703
	Iteration 25Q: 3 clusters Score -4276662 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4276728.500000 Penalty: 5205.720703
	Iteration 26Q: 3 clusters Score -4276728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4276783.500000 Penalty: 5205.720703
	Iteration 27Q: 3 clusters Score -4276784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4276816.500000 Penalty: 5205.720703
	Iteration 28Q: 3 clusters Score -4276816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4276853.000000 Penalty: 5205.720703
	Iteration 29Q: 3 clusters Score -4276853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4276871.000000 Penalty: 5205.720703
	Iteration 30Q: 3 clusters Score -4276871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4276891.000000 Penalty: 5205.720703
	Iteration 31Q: 3 clusters Score -4276891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4276906.500000 Penalty: 5205.720703
	Iteration 32Q: 3 clusters Score -4276906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4276912.000000 Penalty: 5205.720703
	Iteration 33Q: 3 clusters Score -4276912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4276922.000000 Penalty: 5205.720703
	Iteration 34Q: 3 clusters Score -4276922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4276931.500000 Penalty: 5205.720703
	Iteration 35Q: 3 clusters Score -4276932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4276946.500000 Penalty: 5205.720703
	Iteration 36Q: 3 clusters Score -4276946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4276949.500000 Penalty: 5205.720703
	Iteration 37Q: 3 clusters Score -4276950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4276949.000000 Penalty: 5205.720703
	Iteration 38Q: 3 clusters Score -4276949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4276962.000000 Penalty: 5205.720703
	Iteration 39Q: 3 clusters Score -4276962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4276972.500000 Penalty: 5205.720703
	Iteration 40F: 3 clusters Score -4276972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4276980.500000 Penalty: 5205.720703
	Iteration 41Q: 3 clusters Score -4276980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4276993.000000 Penalty: 5205.720703
	Iteration 42Q: 3 clusters Score -4276993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4277006.000000 Penalty: 5205.720703
	Iteration 43Q: 3 clusters Score -4277006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4277006.500000 Penalty: 5205.720703
	Iteration 44Q: 3 clusters Score -4277006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4277013.500000 Penalty: 5205.720703
	Iteration 45Q: 3 clusters Score -4277014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4277020.000000 Penalty: 5205.720703
	Iteration 46Q: 3 clusters Score -4277020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4277022.000000 Penalty: 5205.720703
	Iteration 47Q: 3 clusters Score -4277022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4277027.500000 Penalty: 5205.720703
	Iteration 48Q: 3 clusters Score -4277028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4277027.000000 Penalty: 5205.720703
	Iteration 49Q: 3 clusters Score -4277027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4277037.000000 Penalty: 5205.720703
	Iteration 50Q: 3 clusters Score -4277037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4277040.000000 Penalty: 5205.720703
	Iteration 51Q: 3 clusters Score -4277040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4277041.000000 Penalty: 5205.720703
	Iteration 52Q: 3 clusters Score -4277041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4277045.000000 Penalty: 5205.720703
	Iteration 53Q: 3 clusters Score -4277045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4277045.500000 Penalty: 5205.720703
	Iteration 54Q: 3 clusters Score -4277046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4277045.500000 Penalty: 5205.720703
	Iteration 55F: 3 clusters Score -4277046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (159812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Entering Unmasked Estep 
Score: -19153396.000000 Penalty: 2971.474854
	Iteration 0F: 2 clusters Score -1.91534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -19046788.000000 Penalty: 5942.949707
	Iteration 0F: 3 clusters Score -1.904679e+07 nChanged 76630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -19091130.000000 Penalty: 5942.949707
	Iteration 1F: 3 clusters Score -1.909113e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -19092480.000000 Penalty: 5942.949707
	Iteration 2Q: 3 clusters Score -1.909248e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -19094260.000000 Penalty: 5942.949707
	Iteration 3Q: 3 clusters Score -1.909426e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -19097212.000000 Penalty: 5942.949707
	Iteration 4Q: 3 clusters Score -1.909721e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -19101660.000000 Penalty: 5942.949707
	Iteration 5F: 3 clusters Score -1.910166e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -19109146.000000 Penalty: 5942.949707
	Iteration 6F: 3 clusters Score -1.910915e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -19119812.000000 Penalty: 5942.949707
	Iteration 7F: 3 clusters Score -1.911981e+07 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 138755 members 
Entering Unmasked Estep 
Score: -19132512.000000 Penalty: 5942.949707
	Iteration 8F: 3 clusters Score -1.913251e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -19142846.000000 Penalty: 5942.949707
	Iteration 9F: 3 clusters Score -1.914285e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -19148046.000000 Penalty: 5942.949707
	Iteration 10Q: 3 clusters Score -1.914805e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -19150072.000000 Penalty: 5942.949707
	Iteration 11Q: 3 clusters Score -1.915007e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -19150618.000000 Penalty: 5942.949707
	Iteration 12Q: 3 clusters Score -1.915062e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -19150832.000000 Penalty: 5942.949707
	Iteration 13Q: 3 clusters Score -1.915083e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -19150916.000000 Penalty: 5942.949707
	Iteration 14Q: 3 clusters Score -1.915092e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 158991 members 
Entering Unmasked Estep 
Score: -19151060.000000 Penalty: 5942.949707
	Iteration 15Q: 3 clusters Score -1.915106e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 159017 members 
Entering Unmasked Estep 
Score: -19151106.000000 Penalty: 5942.949707
	Iteration 16Q: 3 clusters Score -1.915111e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 159033 members 
Entering Unmasked Estep 
Score: -19151126.000000 Penalty: 5942.949707
	Iteration 17Q: 3 clusters Score -1.915113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 159038 members 
Entering Unmasked Estep 
Score: -19151132.000000 Penalty: 5942.949707
	Iteration 18Q: 3 clusters Score -1.915113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -19151148.000000 Penalty: 5942.949707
	Iteration 19Q: 3 clusters Score -1.915115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 159053 members 
Entering Unmasked Estep 
Score: -19151164.000000 Penalty: 5942.949707
	Iteration 20F: 3 clusters Score -1.915116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -19151188.000000 Penalty: 5942.949707
	Iteration 21Q: 3 clusters Score -1.915119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 159063 members 
Entering Unmasked Estep 
Score: -19151182.000000 Penalty: 5942.949707
	Iteration 22Q: 3 clusters Score -1.915118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 159064 members 
Entering Unmasked Estep 
Score: -19151190.000000 Penalty: 5942.949707
	Iteration 23Q: 3 clusters Score -1.915119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 159070 members 
Entering Unmasked Estep 
Score: -19151194.000000 Penalty: 5942.949707
	Iteration 24Q: 3 clusters Score -1.915119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 159070 members 
Entering Unmasked Estep 
Score: -19151196.000000 Penalty: 5942.949707
	Iteration 25Q: 3 clusters Score -1.91512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -19151204.000000 Penalty: 5942.949707
	Iteration 26Q: 3 clusters Score -1.91512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -19151196.000000 Penalty: 5942.949707
	Iteration 27Q: 3 clusters Score -1.91512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -19151186.000000 Penalty: 5942.949707
	Iteration 28Q: 3 clusters Score -1.915119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -19151202.000000 Penalty: 5942.949707
	Iteration 29Q: 3 clusters Score -1.91512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -19151200.000000 Penalty: 5942.949707
	Iteration 30Q: 3 clusters Score -1.91512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -19151192.000000 Penalty: 5942.949707
	Iteration 31Q: 3 clusters Score -1.915119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 159079 members 
Entering Unmasked Estep 
Score: -19151192.000000 Penalty: 5942.949707
	Iteration 32Q: 3 clusters Score -1.915119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 159079 members 
Entering Unmasked Estep 
Score: -19151192.000000 Penalty: 5942.949707
	Iteration 33F: 3 clusters Score -1.915119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Entering Unmasked Estep 
Score: -6581259.000000 Penalty: 2725.786133
	Iteration 0F: 2 clusters Score -6581259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -6541452.000000 Penalty: 5451.572266
	Iteration 0F: 3 clusters Score -6541452 nChanged 27528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -6558212.500000 Penalty: 5451.572266
	Iteration 1F: 3 clusters Score -6558212 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -6560804.500000 Penalty: 5451.572266
	Iteration 2F: 3 clusters Score -6560804 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -6564240.000000 Penalty: 5451.572266
	Iteration 3F: 3 clusters Score -6564240 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -6567604.000000 Penalty: 5451.572266
	Iteration 4F: 3 clusters Score -6567604 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -6569973.500000 Penalty: 5451.572266
	Iteration 5F: 3 clusters Score -6569974 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -6571485.500000 Penalty: 5451.572266
	Iteration 6F: 3 clusters Score -6571486 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -6572317.000000 Penalty: 5451.572266
	Iteration 7Q: 3 clusters Score -6572317 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -6572810.000000 Penalty: 5451.572266
	Iteration 8Q: 3 clusters Score -6572810 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -6573035.500000 Penalty: 5451.572266
	Iteration 9Q: 3 clusters Score -6573036 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -6573218.000000 Penalty: 5451.572266
	Iteration 10Q: 3 clusters Score -6573218 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6573369.000000 Penalty: 5451.572266
	Iteration 11Q: 3 clusters Score -6573369 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -6573529.500000 Penalty: 5451.572266
	Iteration 12Q: 3 clusters Score -6573530 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6573723.000000 Penalty: 5451.572266
	Iteration 13Q: 3 clusters Score -6573723 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -6573883.500000 Penalty: 5451.572266
	Iteration 14Q: 3 clusters Score -6573884 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -6574017.500000 Penalty: 5451.572266
	Iteration 15Q: 3 clusters Score -6574018 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -6574222.000000 Penalty: 5451.572266
	Iteration 16Q: 3 clusters Score -6574222 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -6574488.500000 Penalty: 5451.572266
	Iteration 17Q: 3 clusters Score -6574488 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -6574686.500000 Penalty: 5451.572266
	Iteration 18Q: 3 clusters Score -6574686 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -6574899.500000 Penalty: 5451.572266
	Iteration 19Q: 3 clusters Score -6574900 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6575176.500000 Penalty: 5451.572266
	Iteration 20F: 3 clusters Score -6575176 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -6575440.500000 Penalty: 5451.572266
	Iteration 21Q: 3 clusters Score -6575440 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6575652.000000 Penalty: 5451.572266
	Iteration 22Q: 3 clusters Score -6575652 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -6575836.500000 Penalty: 5451.572266
	Iteration 23Q: 3 clusters Score -6575836 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -6576045.500000 Penalty: 5451.572266
	Iteration 24Q: 3 clusters Score -6576046 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -6576211.500000 Penalty: 5451.572266
	Iteration 25Q: 3 clusters Score -6576212 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6576370.000000 Penalty: 5451.572266
	Iteration 26Q: 3 clusters Score -6576370 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6576568.000000 Penalty: 5451.572266
	Iteration 27Q: 3 clusters Score -6576568 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -6576683.500000 Penalty: 5451.572266
	Iteration 28Q: 3 clusters Score -6576684 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -6576810.000000 Penalty: 5451.572266
	Iteration 29Q: 3 clusters Score -6576810 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -6576989.500000 Penalty: 5451.572266
	Iteration 30Q: 3 clusters Score -6576990 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6577138.000000 Penalty: 5451.572266
	Iteration 31Q: 3 clusters Score -6577138 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -6577304.000000 Penalty: 5451.572266
	Iteration 32Q: 3 clusters Score -6577304 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6577502.500000 Penalty: 5451.572266
	Iteration 33Q: 3 clusters Score -6577502 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -6577669.000000 Penalty: 5451.572266
	Iteration 34Q: 3 clusters Score -6577669 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -6577851.000000 Penalty: 5451.572266
	Iteration 35Q: 3 clusters Score -6577851 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -6578070.000000 Penalty: 5451.572266
	Iteration 36Q: 3 clusters Score -6578070 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6578292.500000 Penalty: 5451.572266
	Iteration 37Q: 3 clusters Score -6578292 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -6578472.500000 Penalty: 5451.572266
	Iteration 38Q: 3 clusters Score -6578472 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -6578685.000000 Penalty: 5451.572266
	Iteration 39Q: 3 clusters Score -6578685 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -6578903.500000 Penalty: 5451.572266
	Iteration 40F: 3 clusters Score -6578904 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -6579073.500000 Penalty: 5451.572266
	Iteration 41Q: 3 clusters Score -6579074 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -6579243.000000 Penalty: 5451.572266
	Iteration 42Q: 3 clusters Score -6579243 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -6579415.000000 Penalty: 5451.572266
	Iteration 43Q: 3 clusters Score -6579415 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -6579621.000000 Penalty: 5451.572266
	Iteration 44Q: 3 clusters Score -6579621 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6579807.000000 Penalty: 5451.572266
	Iteration 45Q: 3 clusters Score -6579807 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -6579952.000000 Penalty: 5451.572266
	Iteration 46Q: 3 clusters Score -6579952 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -6580008.500000 Penalty: 5451.572266
	Iteration 47Q: 3 clusters Score -6580008 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -6580094.500000 Penalty: 5451.572266
	Iteration 48Q: 3 clusters Score -6580094 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -6580160.000000 Penalty: 5451.572266
	Iteration 49Q: 3 clusters Score -6580160 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6580237.000000 Penalty: 5451.572266
	Iteration 50Q: 3 clusters Score -6580237 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -6580303.000000 Penalty: 5451.572266
	Iteration 51Q: 3 clusters Score -6580303 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -6580337.000000 Penalty: 5451.572266
	Iteration 52Q: 3 clusters Score -6580337 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -6580351.500000 Penalty: 5451.572266
	Iteration 53Q: 3 clusters Score -6580352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -6580391.000000 Penalty: 5451.572266
	Iteration 54Q: 3 clusters Score -6580391 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6580417.500000 Penalty: 5451.572266
	Iteration 55Q: 3 clusters Score -6580418 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -6580436.000000 Penalty: 5451.572266
	Iteration 56Q: 3 clusters Score -6580436 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -6580445.500000 Penalty: 5451.572266
	Iteration 57Q: 3 clusters Score -6580446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -6580454.500000 Penalty: 5451.572266
	Iteration 58Q: 3 clusters Score -6580454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -6580490.500000 Penalty: 5451.572266
	Iteration 59Q: 3 clusters Score -6580490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6580512.500000 Penalty: 5451.572266
	Iteration 60F: 3 clusters Score -6580512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -6580523.500000 Penalty: 5451.572266
	Iteration 61Q: 3 clusters Score -6580524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6580528.500000 Penalty: 5451.572266
	Iteration 62Q: 3 clusters Score -6580528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -6580519.000000 Penalty: 5451.572266
	Iteration 63Q: 3 clusters Score -6580519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -6580531.500000 Penalty: 5451.572266
	Iteration 64Q: 3 clusters Score -6580532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -6580538.000000 Penalty: 5451.572266
	Iteration 65Q: 3 clusters Score -6580538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -6580542.500000 Penalty: 5451.572266
	Iteration 66Q: 3 clusters Score -6580542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -6580546.500000 Penalty: 5451.572266
	Iteration 67Q: 3 clusters Score -6580546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -6580553.500000 Penalty: 5451.572266
	Iteration 68Q: 3 clusters Score -6580554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -6580561.000000 Penalty: 5451.572266
	Iteration 69Q: 3 clusters Score -6580561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -6580565.500000 Penalty: 5451.572266
	Iteration 70Q: 3 clusters Score -6580566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -6580572.000000 Penalty: 5451.572266
	Iteration 71Q: 3 clusters Score -6580572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -6580571.500000 Penalty: 5451.572266
	Iteration 72Q: 3 clusters Score -6580572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -6580579.000000 Penalty: 5451.572266
	Iteration 73Q: 3 clusters Score -6580579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6580580.500000 Penalty: 5451.572266
	Iteration 74Q: 3 clusters Score -6580580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -6580577.500000 Penalty: 5451.572266
	Iteration 75Q: 3 clusters Score -6580578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -6580591.000000 Penalty: 5451.572266
	Iteration 76Q: 3 clusters Score -6580591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -6580584.000000 Penalty: 5451.572266
	Iteration 77Q: 3 clusters Score -6580584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -6580586.500000 Penalty: 5451.572266
	Iteration 78Q: 3 clusters Score -6580586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -6580596.000000 Penalty: 5451.572266
	Iteration 79Q: 3 clusters Score -6580596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -6580590.500000 Penalty: 5451.572266
	Iteration 80F: 3 clusters Score -6580590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -6580583.000000 Penalty: 5451.572266
	Iteration 81Q: 3 clusters Score -6580583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -6580596.500000 Penalty: 5451.572266
	Iteration 82Q: 3 clusters Score -6580596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -6580587.500000 Penalty: 5451.572266
	Iteration 83Q: 3 clusters Score -6580588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -6580586.500000 Penalty: 5451.572266
	Iteration 84Q: 3 clusters Score -6580586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -6580585.000000 Penalty: 5451.572266
	Iteration 85Q: 3 clusters Score -6580585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6580586.500000 Penalty: 5451.572266
	Iteration 86Q: 3 clusters Score -6580586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6580595.000000 Penalty: 5451.572266
	Iteration 87Q: 3 clusters Score -6580595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -6580594.000000 Penalty: 5451.572266
	Iteration 88Q: 3 clusters Score -6580594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6580603.000000 Penalty: 5451.572266
	Iteration 89Q: 3 clusters Score -6580603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6580603.000000 Penalty: 5451.572266
	Iteration 90F: 3 clusters Score -6580603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 139462 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 159947 members 
Mstep: Class 9 contains 122332 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 128947 members 
Mstep: Class 12 contains 260524 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 89075 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 36149 members 
Mstep: Class 22 contains 159812 members 
Mstep: Class 23 contains 59342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205446784.000000 Penalty: 110668.640625
Iteration 39Q: 32 clusters Score -2.054468e+08 nChanged 40009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 214686 members 
Mstep: Class 4 contains 139295 members 
Mstep: Class 5 contains 19787 members 
Mstep: Class 6 contains 13043 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 162750 members 
Mstep: Class 9 contains 122346 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 127620 members 
Mstep: Class 12 contains 263366 members 
Mstep: Class 13 contains 18285 members 
Mstep: Class 14 contains 74572 members 
Mstep: Class 15 contains 15085 members 
Mstep: Class 16 contains 44103 members 
Mstep: Class 17 contains 88162 members 
Mstep: Class 18 contains 19812 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 35919 members 
Mstep: Class 22 contains 160500 members 
Mstep: Class 23 contains 59579 members 
Mstep: Class 24 contains 7683 members 
Mstep: Class 25 contains 11886 members 
Mstep: Class 26 contains 28604 members 
Mstep: Class 27 contains 68310 members 
Mstep: Class 28 contains 7724 members 
Mstep: Class 29 contains 2408 members 
Mstep: Class 30 contains 5259 members 
Mstep: Class 31 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205461424.000000 Penalty: 110668.640625
Iteration 40F: 32 clusters Score -2.054614e+08 nChanged 32364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 3 contains 212471 members 
Mstep: Class 4 contains 138909 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 12742 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 163958 members 
Mstep: Class 9 contains 121421 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 126239 members 
Mstep: Class 12 contains 262198 members 
Mstep: Class 13 contains 18946 members 
Mstep: Class 14 contains 74513 members 
Mstep: Class 15 contains 14965 members 
Mstep: Class 16 contains 44029 members 
Mstep: Class 17 contains 87146 members 
Mstep: Class 18 contains 19835 members 
Mstep: Class 19 contains 3920 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 35459 members 
Mstep: Class 22 contains 160870 members 
Mstep: Class 23 contains 58732 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 12505 members 
Mstep: Class 26 contains 29632 members 
Mstep: Class 27 contains 69864 members 
Mstep: Class 28 contains 8187 members 
Mstep: Class 29 contains 3072 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205470640.000000 Penalty: 110668.640625
Iteration 41Q: 32 clusters Score -2.054706e+08 nChanged 22157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 210327 members 
Mstep: Class 4 contains 138443 members 
Mstep: Class 5 contains 20767 members 
Mstep: Class 6 contains 12815 members 
Mstep: Class 7 contains 7445 members 
Mstep: Class 8 contains 165082 members 
Mstep: Class 9 contains 120661 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 261926 members 
Mstep: Class 13 contains 19632 members 
Mstep: Class 14 contains 74510 members 
Mstep: Class 15 contains 15003 members 
Mstep: Class 16 contains 43882 members 
Mstep: Class 17 contains 86432 members 
Mstep: Class 18 contains 19882 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 34996 members 
Mstep: Class 22 contains 161164 members 
Mstep: Class 23 contains 57956 members 
Mstep: Class 24 contains 9350 members 
Mstep: Class 25 contains 13102 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 70578 members 
Mstep: Class 28 contains 8458 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6991 members 
Mstep: Class 31 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205475712.000000 Penalty: 110668.640625
Iteration 42Q: 32 clusters Score -2.054757e+08 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 208125 members 
Mstep: Class 4 contains 137979 members 
Mstep: Class 5 contains 21393 members 
Mstep: Class 6 contains 12946 members 
Mstep: Class 7 contains 7383 members 
Mstep: Class 8 contains 166215 members 
Mstep: Class 9 contains 119960 members 
Mstep: Class 10 contains 4164 members 
Mstep: Class 11 contains 124383 members 
Mstep: Class 12 contains 261964 members 
Mstep: Class 13 contains 20315 members 
Mstep: Class 14 contains 74512 members 
Mstep: Class 15 contains 15041 members 
Mstep: Class 16 contains 43799 members 
Mstep: Class 17 contains 85910 members 
Mstep: Class 18 contains 19979 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 34529 members 
Mstep: Class 22 contains 161479 members 
Mstep: Class 23 contains 57225 members 
Mstep: Class 24 contains 9824 members 
Mstep: Class 25 contains 13720 members 
Mstep: Class 26 contains 30401 members 
Mstep: Class 27 contains 71194 members 
Mstep: Class 28 contains 8630 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 7558 members 
Mstep: Class 31 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205480352.000000 Penalty: 110668.640625
Iteration 43Q: 32 clusters Score -2.054804e+08 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 5504 members 
Mstep: Class 3 contains 206099 members 
Mstep: Class 4 contains 137507 members 
Mstep: Class 5 contains 22034 members 
Mstep: Class 6 contains 13080 members 
Mstep: Class 7 contains 7328 members 
Mstep: Class 8 contains 167230 members 
Mstep: Class 9 contains 119318 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 123701 members 
Mstep: Class 12 contains 262059 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 74512 members 
Mstep: Class 15 contains 15125 members 
Mstep: Class 16 contains 43690 members 
Mstep: Class 17 contains 85536 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 34033 members 
Mstep: Class 22 contains 161766 members 
Mstep: Class 23 contains 56531 members 
Mstep: Class 24 contains 10165 members 
Mstep: Class 25 contains 14393 members 
Mstep: Class 26 contains 30587 members 
Mstep: Class 27 contains 71708 members 
Mstep: Class 28 contains 8739 members 
Mstep: Class 29 contains 3807 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205485104.000000 Penalty: 110668.640625
Iteration 44Q: 32 clusters Score -2.054851e+08 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 204156 members 
Mstep: Class 4 contains 137043 members 
Mstep: Class 5 contains 22660 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 168134 members 
Mstep: Class 9 contains 118765 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 123121 members 
Mstep: Class 12 contains 262145 members 
Mstep: Class 13 contains 21511 members 
Mstep: Class 14 contains 74555 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 43584 members 
Mstep: Class 17 contains 85255 members 
Mstep: Class 18 contains 20145 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 33561 members 
Mstep: Class 22 contains 162071 members 
Mstep: Class 23 contains 55870 members 
Mstep: Class 24 contains 10446 members 
Mstep: Class 25 contains 15073 members 
Mstep: Class 26 contains 30748 members 
Mstep: Class 27 contains 72135 members 
Mstep: Class 28 contains 8846 members 
Mstep: Class 29 contains 3939 members 
Mstep: Class 30 contains 8428 members 
Mstep: Class 31 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205488064.000000 Penalty: 110668.640625
Iteration 45Q: 32 clusters Score -2.054881e+08 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 5733 members 
Mstep: Class 3 contains 202254 members 
Mstep: Class 4 contains 136525 members 
Mstep: Class 5 contains 23355 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 7236 members 
Mstep: Class 8 contains 169019 members 
Mstep: Class 9 contains 118252 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 122519 members 
Mstep: Class 12 contains 262315 members 
Mstep: Class 13 contains 22129 members 
Mstep: Class 14 contains 74678 members 
Mstep: Class 15 contains 15221 members 
Mstep: Class 16 contains 43452 members 
Mstep: Class 17 contains 85028 members 
Mstep: Class 18 contains 20200 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 33114 members 
Mstep: Class 22 contains 162445 members 
Mstep: Class 23 contains 55264 members 
Mstep: Class 24 contains 10640 members 
Mstep: Class 25 contains 15781 members 
Mstep: Class 26 contains 30861 members 
Mstep: Class 27 contains 72478 members 
Mstep: Class 28 contains 8931 members 
Mstep: Class 29 contains 4026 members 
Mstep: Class 30 contains 8752 members 
Mstep: Class 31 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205490592.000000 Penalty: 110668.640625
Iteration 46Q: 32 clusters Score -2.054906e+08 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 5804 members 
Mstep: Class 3 contains 200503 members 
Mstep: Class 4 contains 136016 members 
Mstep: Class 5 contains 23954 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 7189 members 
Mstep: Class 8 contains 169849 members 
Mstep: Class 9 contains 117803 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 121977 members 
Mstep: Class 12 contains 262427 members 
Mstep: Class 13 contains 22720 members 
Mstep: Class 14 contains 74858 members 
Mstep: Class 15 contains 15229 members 
Mstep: Class 16 contains 43244 members 
Mstep: Class 17 contains 84897 members 
Mstep: Class 18 contains 20255 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 32740 members 
Mstep: Class 22 contains 162856 members 
Mstep: Class 23 contains 54664 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 16484 members 
Mstep: Class 26 contains 30953 members 
Mstep: Class 27 contains 72809 members 
Mstep: Class 28 contains 9007 members 
Mstep: Class 29 contains 4107 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205493056.000000 Penalty: 110668.640625
Iteration 47Q: 32 clusters Score -2.054931e+08 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 5849 members 
Mstep: Class 3 contains 198894 members 
Mstep: Class 4 contains 135437 members 
Mstep: Class 5 contains 24543 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 7155 members 
Mstep: Class 8 contains 170622 members 
Mstep: Class 9 contains 117387 members 
Mstep: Class 10 contains 4681 members 
Mstep: Class 11 contains 121481 members 
Mstep: Class 12 contains 262441 members 
Mstep: Class 13 contains 23283 members 
Mstep: Class 14 contains 75143 members 
Mstep: Class 15 contains 15311 members 
Mstep: Class 16 contains 43010 members 
Mstep: Class 17 contains 84800 members 
Mstep: Class 18 contains 20332 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 32357 members 
Mstep: Class 22 contains 163271 members 
Mstep: Class 23 contains 54060 members 
Mstep: Class 24 contains 10919 members 
Mstep: Class 25 contains 17180 members 
Mstep: Class 26 contains 31039 members 
Mstep: Class 27 contains 73051 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 4183 members 
Mstep: Class 30 contains 9311 members 
Mstep: Class 31 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205496560.000000 Penalty: 110668.640625
Iteration 48Q: 32 clusters Score -2.054966e+08 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 197391 members 
Mstep: Class 4 contains 134880 members 
Mstep: Class 5 contains 25072 members 
Mstep: Class 6 contains 13434 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 171329 members 
Mstep: Class 9 contains 117007 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 121060 members 
Mstep: Class 12 contains 262449 members 
Mstep: Class 13 contains 23790 members 
Mstep: Class 14 contains 75438 members 
Mstep: Class 15 contains 15352 members 
Mstep: Class 16 contains 42758 members 
Mstep: Class 17 contains 84714 members 
Mstep: Class 18 contains 20412 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 31992 members 
Mstep: Class 22 contains 163714 members 
Mstep: Class 23 contains 53517 members 
Mstep: Class 24 contains 11030 members 
Mstep: Class 25 contains 17870 members 
Mstep: Class 26 contains 31106 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 9147 members 
Mstep: Class 29 contains 4245 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205498416.000000 Penalty: 110668.640625
Iteration 49Q: 32 clusters Score -2.054984e+08 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 5927 members 
Mstep: Class 3 contains 195947 members 
Mstep: Class 4 contains 134228 members 
Mstep: Class 5 contains 25563 members 
Mstep: Class 6 contains 13466 members 
Mstep: Class 7 contains 7119 members 
Mstep: Class 8 contains 172032 members 
Mstep: Class 9 contains 116674 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 120658 members 
Mstep: Class 12 contains 262442 members 
Mstep: Class 13 contains 24296 members 
Mstep: Class 14 contains 75843 members 
Mstep: Class 15 contains 15396 members 
Mstep: Class 16 contains 42460 members 
Mstep: Class 17 contains 84670 members 
Mstep: Class 18 contains 20508 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 31643 members 
Mstep: Class 22 contains 164169 members 
Mstep: Class 23 contains 52991 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 18537 members 
Mstep: Class 26 contains 31182 members 
Mstep: Class 27 contains 73354 members 
Mstep: Class 28 contains 9199 members 
Mstep: Class 29 contains 4310 members 
Mstep: Class 30 contains 9786 members 
Mstep: Class 31 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205499792.000000 Penalty: 110668.640625
Iteration 50Q: 32 clusters Score -2.054998e+08 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 194577 members 
Mstep: Class 4 contains 133462 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 13517 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 172666 members 
Mstep: Class 9 contains 116354 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 120273 members 
Mstep: Class 12 contains 262496 members 
Mstep: Class 13 contains 24802 members 
Mstep: Class 14 contains 76398 members 
Mstep: Class 15 contains 15474 members 
Mstep: Class 16 contains 42134 members 
Mstep: Class 17 contains 84655 members 
Mstep: Class 18 contains 20616 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 31300 members 
Mstep: Class 22 contains 164617 members 
Mstep: Class 23 contains 52463 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 19186 members 
Mstep: Class 26 contains 31214 members 
Mstep: Class 27 contains 73466 members 
Mstep: Class 28 contains 9253 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205501568.000000 Penalty: 110668.640625
Iteration 51Q: 32 clusters Score -2.055016e+08 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 193314 members 
Mstep: Class 4 contains 132737 members 
Mstep: Class 5 contains 26462 members 
Mstep: Class 6 contains 13561 members 
Mstep: Class 7 contains 7089 members 
Mstep: Class 8 contains 173289 members 
Mstep: Class 9 contains 116062 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 119880 members 
Mstep: Class 12 contains 262514 members 
Mstep: Class 13 contains 25287 members 
Mstep: Class 14 contains 76949 members 
Mstep: Class 15 contains 15543 members 
Mstep: Class 16 contains 41800 members 
Mstep: Class 17 contains 84633 members 
Mstep: Class 18 contains 20748 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 30953 members 
Mstep: Class 22 contains 165056 members 
Mstep: Class 23 contains 51990 members 
Mstep: Class 24 contains 11148 members 
Mstep: Class 25 contains 19853 members 
Mstep: Class 26 contains 31252 members 
Mstep: Class 27 contains 73547 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205502464.000000 Penalty: 110668.640625
Iteration 52Q: 32 clusters Score -2.055025e+08 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 192193 members 
Mstep: Class 4 contains 132066 members 
Mstep: Class 5 contains 26828 members 
Mstep: Class 6 contains 13594 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 173804 members 
Mstep: Class 9 contains 115815 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 119526 members 
Mstep: Class 12 contains 262534 members 
Mstep: Class 13 contains 25775 members 
Mstep: Class 14 contains 77442 members 
Mstep: Class 15 contains 15588 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 17 contains 84580 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 30687 members 
Mstep: Class 22 contains 165493 members 
Mstep: Class 23 contains 51513 members 
Mstep: Class 24 contains 11189 members 
Mstep: Class 25 contains 20532 members 
Mstep: Class 26 contains 31292 members 
Mstep: Class 27 contains 73587 members 
Mstep: Class 28 contains 9254 members 
Mstep: Class 29 contains 4449 members 
Mstep: Class 30 contains 10349 members 
Mstep: Class 31 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205504496.000000 Penalty: 110668.640625
Iteration 53Q: 32 clusters Score -2.055045e+08 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 191132 members 
Mstep: Class 4 contains 131383 members 
Mstep: Class 5 contains 27195 members 
Mstep: Class 6 contains 13656 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 174239 members 
Mstep: Class 9 contains 115543 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 119192 members 
Mstep: Class 12 contains 262549 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 78006 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 41110 members 
Mstep: Class 17 contains 84526 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 3882 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 30384 members 
Mstep: Class 22 contains 165952 members 
Mstep: Class 23 contains 51033 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 21185 members 
Mstep: Class 26 contains 31334 members 
Mstep: Class 27 contains 73611 members 
Mstep: Class 28 contains 9248 members 
Mstep: Class 29 contains 4492 members 
Mstep: Class 30 contains 10516 members 
Mstep: Class 31 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205506448.000000 Penalty: 110668.640625
Iteration 54Q: 32 clusters Score -2.055064e+08 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 190192 members 
Mstep: Class 4 contains 130735 members 
Mstep: Class 5 contains 27529 members 
Mstep: Class 6 contains 13710 members 
Mstep: Class 7 contains 7058 members 
Mstep: Class 8 contains 174599 members 
Mstep: Class 9 contains 115274 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 118895 members 
Mstep: Class 12 contains 262537 members 
Mstep: Class 13 contains 26673 members 
Mstep: Class 14 contains 78620 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 40679 members 
Mstep: Class 17 contains 84475 members 
Mstep: Class 18 contains 21148 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 30123 members 
Mstep: Class 22 contains 166504 members 
Mstep: Class 23 contains 50545 members 
Mstep: Class 24 contains 11234 members 
Mstep: Class 25 contains 21833 members 
Mstep: Class 26 contains 31329 members 
Mstep: Class 27 contains 73591 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 4527 members 
Mstep: Class 30 contains 10671 members 
Mstep: Class 31 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205508224.000000 Penalty: 110668.640625
Iteration 55Q: 32 clusters Score -2.055082e+08 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 189320 members 
Mstep: Class 4 contains 130036 members 
Mstep: Class 5 contains 27852 members 
Mstep: Class 6 contains 13772 members 
Mstep: Class 7 contains 7044 members 
Mstep: Class 8 contains 174908 members 
Mstep: Class 9 contains 115005 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 118650 members 
Mstep: Class 12 contains 262539 members 
Mstep: Class 13 contains 27113 members 
Mstep: Class 14 contains 79263 members 
Mstep: Class 15 contains 15739 members 
Mstep: Class 16 contains 40190 members 
Mstep: Class 17 contains 84402 members 
Mstep: Class 18 contains 21269 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 29832 members 
Mstep: Class 22 contains 167138 members 
Mstep: Class 23 contains 50129 members 
Mstep: Class 24 contains 11216 members 
Mstep: Class 25 contains 22437 members 
Mstep: Class 26 contains 31333 members 
Mstep: Class 27 contains 73569 members 
Mstep: Class 28 contains 9299 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 10827 members 
Mstep: Class 31 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205510064.000000 Penalty: 110668.640625
Iteration 56Q: 32 clusters Score -2.055101e+08 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 6067 members 
Mstep: Class 3 contains 188503 members 
Mstep: Class 4 contains 129406 members 
Mstep: Class 5 contains 28192 members 
Mstep: Class 6 contains 13821 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 175154 members 
Mstep: Class 9 contains 114710 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 118395 members 
Mstep: Class 12 contains 262473 members 
Mstep: Class 13 contains 27528 members 
Mstep: Class 14 contains 79845 members 
Mstep: Class 15 contains 15793 members 
Mstep: Class 16 contains 39708 members 
Mstep: Class 17 contains 84329 members 
Mstep: Class 18 contains 21407 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 29565 members 
Mstep: Class 22 contains 167878 members 
Mstep: Class 23 contains 49719 members 
Mstep: Class 24 contains 11200 members 
Mstep: Class 25 contains 23010 members 
Mstep: Class 26 contains 31341 members 
Mstep: Class 27 contains 73532 members 
Mstep: Class 28 contains 9329 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 10965 members 
Mstep: Class 31 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205512064.000000 Penalty: 110668.640625
Iteration 57Q: 32 clusters Score -2.055121e+08 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 6069 members 
Mstep: Class 3 contains 187722 members 
Mstep: Class 4 contains 128844 members 
Mstep: Class 5 contains 28520 members 
Mstep: Class 6 contains 13862 members 
Mstep: Class 7 contains 7013 members 
Mstep: Class 8 contains 175358 members 
Mstep: Class 9 contains 114431 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 118136 members 
Mstep: Class 12 contains 262388 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 80471 members 
Mstep: Class 15 contains 15831 members 
Mstep: Class 16 contains 39213 members 
Mstep: Class 17 contains 84283 members 
Mstep: Class 18 contains 21520 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 29356 members 
Mstep: Class 22 contains 168605 members 
Mstep: Class 23 contains 49300 members 
Mstep: Class 24 contains 11182 members 
Mstep: Class 25 contains 23580 members 
Mstep: Class 26 contains 31342 members 
Mstep: Class 27 contains 73458 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 4597 members 
Mstep: Class 30 contains 11129 members 
Mstep: Class 31 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205513232.000000 Penalty: 110668.640625
Iteration 58Q: 32 clusters Score -2.055132e+08 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 6067 members 
Mstep: Class 3 contains 186990 members 
Mstep: Class 4 contains 128307 members 
Mstep: Class 5 contains 28834 members 
Mstep: Class 6 contains 13903 members 
Mstep: Class 7 contains 7000 members 
Mstep: Class 8 contains 175560 members 
Mstep: Class 9 contains 114208 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 117917 members 
Mstep: Class 12 contains 262148 members 
Mstep: Class 13 contains 28216 members 
Mstep: Class 14 contains 81106 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 38891 members 
Mstep: Class 17 contains 84253 members 
Mstep: Class 18 contains 21643 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 29153 members 
Mstep: Class 22 contains 169187 members 
Mstep: Class 23 contains 48937 members 
Mstep: Class 24 contains 11176 members 
Mstep: Class 25 contains 24098 members 
Mstep: Class 26 contains 31338 members 
Mstep: Class 27 contains 73365 members 
Mstep: Class 28 contains 9358 members 
Mstep: Class 29 contains 4608 members 
Mstep: Class 30 contains 11301 members 
Mstep: Class 31 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205513664.000000 Penalty: 110668.640625
Iteration 59Q: 32 clusters Score -2.055137e+08 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 6070 members 
Mstep: Class 3 contains 186259 members 
Mstep: Class 4 contains 127771 members 
Mstep: Class 5 contains 29154 members 
Mstep: Class 6 contains 13938 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 175816 members 
Mstep: Class 9 contains 114013 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 117737 members 
Mstep: Class 12 contains 261889 members 
Mstep: Class 13 contains 28517 members 
Mstep: Class 14 contains 81765 members 
Mstep: Class 15 contains 15904 members 
Mstep: Class 16 contains 38662 members 
Mstep: Class 17 contains 84210 members 
Mstep: Class 18 contains 21683 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 28936 members 
Mstep: Class 22 contains 169730 members 
Mstep: Class 23 contains 48574 members 
Mstep: Class 24 contains 11160 members 
Mstep: Class 25 contains 24604 members 
Mstep: Class 26 contains 31341 members 
Mstep: Class 27 contains 73273 members 
Mstep: Class 28 contains 9358 members 
Mstep: Class 29 contains 4623 members 
Mstep: Class 30 contains 11465 members 
Mstep: Class 31 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205515872.000000 Penalty: 110668.640625
Iteration 60F: 32 clusters Score -2.055159e+08 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 6193 members 
Mstep: Class 3 contains 185557 members 
Mstep: Class 4 contains 127265 members 
Mstep: Class 5 contains 29463 members 
Mstep: Class 6 contains 13973 members 
Mstep: Class 7 contains 6988 members 
Mstep: Class 8 contains 176020 members 
Mstep: Class 9 contains 113771 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 117559 members 
Mstep: Class 12 contains 261640 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 82393 members 
Mstep: Class 15 contains 15908 members 
Mstep: Class 16 contains 38495 members 
Mstep: Class 17 contains 84177 members 
Mstep: Class 18 contains 21696 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 28747 members 
Mstep: Class 22 contains 170142 members 
Mstep: Class 23 contains 48146 members 
Mstep: Class 24 contains 11157 members 
Mstep: Class 25 contains 25105 members 
Mstep: Class 26 contains 31334 members 
Mstep: Class 27 contains 73201 members 
Mstep: Class 28 contains 9460 members 
Mstep: Class 29 contains 4654 members 
Mstep: Class 30 contains 11638 members 
Mstep: Class 31 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205517328.000000 Penalty: 110668.640625
Iteration 61Q: 32 clusters Score -2.055173e+08 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 6283 members 
Mstep: Class 3 contains 184914 members 
Mstep: Class 4 contains 126816 members 
Mstep: Class 5 contains 29781 members 
Mstep: Class 6 contains 14010 members 
Mstep: Class 7 contains 6982 members 
Mstep: Class 8 contains 176160 members 
Mstep: Class 9 contains 113588 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 117431 members 
Mstep: Class 12 contains 261305 members 
Mstep: Class 13 contains 29031 members 
Mstep: Class 14 contains 83015 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 38373 members 
Mstep: Class 17 contains 84136 members 
Mstep: Class 18 contains 21675 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 28582 members 
Mstep: Class 22 contains 170461 members 
Mstep: Class 23 contains 47759 members 
Mstep: Class 24 contains 11137 members 
Mstep: Class 25 contains 25609 members 
Mstep: Class 26 contains 31337 members 
Mstep: Class 27 contains 73165 members 
Mstep: Class 28 contains 9535 members 
Mstep: Class 29 contains 4687 members 
Mstep: Class 30 contains 11800 members 
Mstep: Class 31 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518624.000000 Penalty: 110668.640625
Iteration 62Q: 32 clusters Score -2.055186e+08 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 6338 members 
Mstep: Class 3 contains 184321 members 
Mstep: Class 4 contains 126322 members 
Mstep: Class 5 contains 30086 members 
Mstep: Class 6 contains 14057 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 176237 members 
Mstep: Class 9 contains 113425 members 
Mstep: Class 10 contains 5199 members 
Mstep: Class 11 contains 117319 members 
Mstep: Class 12 contains 260973 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 83680 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 38330 members 
Mstep: Class 17 contains 84127 members 
Mstep: Class 18 contains 21656 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 28416 members 
Mstep: Class 22 contains 170675 members 
Mstep: Class 23 contains 47408 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 26117 members 
Mstep: Class 26 contains 31310 members 
Mstep: Class 27 contains 73128 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 4716 members 
Mstep: Class 30 contains 11967 members 
Mstep: Class 31 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205520064.000000 Penalty: 110668.640625
Iteration 63Q: 32 clusters Score -2.055201e+08 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 6379 members 
Mstep: Class 3 contains 183835 members 
Mstep: Class 4 contains 125863 members 
Mstep: Class 5 contains 30383 members 
Mstep: Class 6 contains 14081 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 176230 members 
Mstep: Class 9 contains 113290 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 117208 members 
Mstep: Class 12 contains 260686 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 84264 members 
Mstep: Class 15 contains 15928 members 
Mstep: Class 16 contains 38313 members 
Mstep: Class 17 contains 84119 members 
Mstep: Class 18 contains 21625 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 28259 members 
Mstep: Class 22 contains 170812 members 
Mstep: Class 23 contains 47138 members 
Mstep: Class 24 contains 11094 members 
Mstep: Class 25 contains 26624 members 
Mstep: Class 26 contains 31280 members 
Mstep: Class 27 contains 73112 members 
Mstep: Class 28 contains 9630 members 
Mstep: Class 29 contains 4755 members 
Mstep: Class 30 contains 12114 members 
Mstep: Class 31 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205521152.000000 Penalty: 110668.640625
Iteration 64Q: 32 clusters Score -2.055212e+08 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 6411 members 
Mstep: Class 3 contains 183408 members 
Mstep: Class 4 contains 125419 members 
Mstep: Class 5 contains 30676 members 
Mstep: Class 6 contains 14106 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 176175 members 
Mstep: Class 9 contains 113186 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 117091 members 
Mstep: Class 12 contains 260412 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 84831 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 38335 members 
Mstep: Class 17 contains 84107 members 
Mstep: Class 18 contains 21585 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 28104 members 
Mstep: Class 22 contains 170907 members 
Mstep: Class 23 contains 46910 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 27126 members 
Mstep: Class 26 contains 31263 members 
Mstep: Class 27 contains 73082 members 
Mstep: Class 28 contains 9668 members 
Mstep: Class 29 contains 4791 members 
Mstep: Class 30 contains 12241 members 
Mstep: Class 31 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205522384.000000 Penalty: 110668.640625
Iteration 65Q: 32 clusters Score -2.055224e+08 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 183032 members 
Mstep: Class 4 contains 125022 members 
Mstep: Class 5 contains 30938 members 
Mstep: Class 6 contains 14148 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 176108 members 
Mstep: Class 9 contains 113070 members 
Mstep: Class 10 contains 5260 members 
Mstep: Class 11 contains 116995 members 
Mstep: Class 12 contains 260118 members 
Mstep: Class 13 contains 29919 members 
Mstep: Class 14 contains 85405 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 38330 members 
Mstep: Class 17 contains 84102 members 
Mstep: Class 18 contains 21539 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 27946 members 
Mstep: Class 22 contains 171004 members 
Mstep: Class 23 contains 46661 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 27578 members 
Mstep: Class 26 contains 31219 members 
Mstep: Class 27 contains 73078 members 
Mstep: Class 28 contains 9713 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 12373 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205522208.000000 Penalty: 110668.640625
Iteration 66Q: 32 clusters Score -2.055222e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 182701 members 
Mstep: Class 4 contains 124638 members 
Mstep: Class 5 contains 31161 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 176038 members 
Mstep: Class 9 contains 112996 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 116897 members 
Mstep: Class 12 contains 259806 members 
Mstep: Class 13 contains 30112 members 
Mstep: Class 14 contains 85924 members 
Mstep: Class 15 contains 15950 members 
Mstep: Class 16 contains 38335 members 
Mstep: Class 17 contains 84090 members 
Mstep: Class 18 contains 21492 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 27801 members 
Mstep: Class 22 contains 171084 members 
Mstep: Class 23 contains 46481 members 
Mstep: Class 24 contains 10990 members 
Mstep: Class 25 contains 28009 members 
Mstep: Class 26 contains 31200 members 
Mstep: Class 27 contains 73079 members 
Mstep: Class 28 contains 9769 members 
Mstep: Class 29 contains 4870 members 
Mstep: Class 30 contains 12495 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205523216.000000 Penalty: 110668.640625
Iteration 67Q: 32 clusters Score -2.055232e+08 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 182413 members 
Mstep: Class 4 contains 124190 members 
Mstep: Class 5 contains 31368 members 
Mstep: Class 6 contains 14206 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 175958 members 
Mstep: Class 9 contains 112910 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 116808 members 
Mstep: Class 12 contains 259576 members 
Mstep: Class 13 contains 30289 members 
Mstep: Class 14 contains 86458 members 
Mstep: Class 15 contains 15977 members 
Mstep: Class 16 contains 38361 members 
Mstep: Class 17 contains 84081 members 
Mstep: Class 18 contains 21472 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 27661 members 
Mstep: Class 22 contains 171122 members 
Mstep: Class 23 contains 46305 members 
Mstep: Class 24 contains 10972 members 
Mstep: Class 25 contains 28424 members 
Mstep: Class 26 contains 31167 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 9802 members 
Mstep: Class 29 contains 4899 members 
Mstep: Class 30 contains 12601 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205522992.000000 Penalty: 110668.640625
Iteration 68Q: 32 clusters Score -2.05523e+08 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 182164 members 
Mstep: Class 4 contains 123731 members 
Mstep: Class 5 contains 31596 members 
Mstep: Class 6 contains 14220 members 
Mstep: Class 7 contains 6980 members 
Mstep: Class 8 contains 175872 members 
Mstep: Class 9 contains 112843 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 116697 members 
Mstep: Class 12 contains 259382 members 
Mstep: Class 13 contains 30429 members 
Mstep: Class 14 contains 87013 members 
Mstep: Class 15 contains 16007 members 
Mstep: Class 16 contains 38345 members 
Mstep: Class 17 contains 84087 members 
Mstep: Class 18 contains 21449 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 27516 members 
Mstep: Class 22 contains 171152 members 
Mstep: Class 23 contains 46159 members 
Mstep: Class 24 contains 10950 members 
Mstep: Class 25 contains 28804 members 
Mstep: Class 26 contains 31139 members 
Mstep: Class 27 contains 73045 members 
Mstep: Class 28 contains 9832 members 
Mstep: Class 29 contains 4915 members 
Mstep: Class 30 contains 12693 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524224.000000 Penalty: 110668.640625
Iteration 69Q: 32 clusters Score -2.055242e+08 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 181934 members 
Mstep: Class 4 contains 123271 members 
Mstep: Class 5 contains 31807 members 
Mstep: Class 6 contains 14234 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 175741 members 
Mstep: Class 9 contains 112792 members 
Mstep: Class 10 contains 5341 members 
Mstep: Class 11 contains 116629 members 
Mstep: Class 12 contains 259167 members 
Mstep: Class 13 contains 30574 members 
Mstep: Class 14 contains 87569 members 
Mstep: Class 15 contains 16035 members 
Mstep: Class 16 contains 38315 members 
Mstep: Class 17 contains 84090 members 
Mstep: Class 18 contains 21420 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 27376 members 
Mstep: Class 22 contains 171190 members 
Mstep: Class 23 contains 46037 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 29209 members 
Mstep: Class 26 contains 31113 members 
Mstep: Class 27 contains 73039 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 12771 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524816.000000 Penalty: 110668.640625
Iteration 70Q: 32 clusters Score -2.055248e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 181719 members 
Mstep: Class 4 contains 122795 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 14279 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 175583 members 
Mstep: Class 9 contains 112754 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 116551 members 
Mstep: Class 12 contains 258972 members 
Mstep: Class 13 contains 30707 members 
Mstep: Class 14 contains 88130 members 
Mstep: Class 15 contains 16057 members 
Mstep: Class 16 contains 38281 members 
Mstep: Class 17 contains 84084 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 27251 members 
Mstep: Class 22 contains 171242 members 
Mstep: Class 23 contains 45913 members 
Mstep: Class 24 contains 10917 members 
Mstep: Class 25 contains 29578 members 
Mstep: Class 26 contains 31084 members 
Mstep: Class 27 contains 73064 members 
Mstep: Class 28 contains 9872 members 
Mstep: Class 29 contains 4957 members 
Mstep: Class 30 contains 12854 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524928.000000 Penalty: 110668.640625
Iteration 71Q: 32 clusters Score -2.055249e+08 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 181495 members 
Mstep: Class 4 contains 122294 members 
Mstep: Class 5 contains 32224 members 
Mstep: Class 6 contains 14315 members 
Mstep: Class 7 contains 6986 members 
Mstep: Class 8 contains 175449 members 
Mstep: Class 9 contains 112715 members 
Mstep: Class 10 contains 5364 members 
Mstep: Class 11 contains 116484 members 
Mstep: Class 12 contains 258775 members 
Mstep: Class 13 contains 30808 members 
Mstep: Class 14 contains 88735 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 38284 members 
Mstep: Class 17 contains 84076 members 
Mstep: Class 18 contains 21378 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 27105 members 
Mstep: Class 22 contains 171256 members 
Mstep: Class 23 contains 45806 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 29956 members 
Mstep: Class 26 contains 31065 members 
Mstep: Class 27 contains 73104 members 
Mstep: Class 28 contains 9882 members 
Mstep: Class 29 contains 4979 members 
Mstep: Class 30 contains 12916 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525232.000000 Penalty: 110668.640625
Iteration 72Q: 32 clusters Score -2.055252e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 181247 members 
Mstep: Class 4 contains 121814 members 
Mstep: Class 5 contains 32451 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 6988 members 
Mstep: Class 8 contains 175375 members 
Mstep: Class 9 contains 112681 members 
Mstep: Class 10 contains 5369 members 
Mstep: Class 11 contains 116415 members 
Mstep: Class 12 contains 258620 members 
Mstep: Class 13 contains 30901 members 
Mstep: Class 14 contains 89325 members 
Mstep: Class 15 contains 16073 members 
Mstep: Class 16 contains 38273 members 
Mstep: Class 17 contains 84071 members 
Mstep: Class 18 contains 21352 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 26936 members 
Mstep: Class 22 contains 171260 members 
Mstep: Class 23 contains 45689 members 
Mstep: Class 24 contains 10871 members 
Mstep: Class 25 contains 30317 members 
Mstep: Class 26 contains 31047 members 
Mstep: Class 27 contains 73115 members 
Mstep: Class 28 contains 9909 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 12987 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525616.000000 Penalty: 110668.640625
Iteration 73Q: 32 clusters Score -2.055256e+08 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 181002 members 
Mstep: Class 4 contains 121241 members 
Mstep: Class 5 contains 32662 members 
Mstep: Class 6 contains 14379 members 
Mstep: Class 7 contains 6985 members 
Mstep: Class 8 contains 175306 members 
Mstep: Class 9 contains 112670 members 
Mstep: Class 10 contains 5381 members 
Mstep: Class 11 contains 116325 members 
Mstep: Class 12 contains 258447 members 
Mstep: Class 13 contains 30986 members 
Mstep: Class 14 contains 89981 members 
Mstep: Class 15 contains 16083 members 
Mstep: Class 16 contains 38271 members 
Mstep: Class 17 contains 84080 members 
Mstep: Class 18 contains 21319 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 26778 members 
Mstep: Class 22 contains 171284 members 
Mstep: Class 23 contains 45596 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 30685 members 
Mstep: Class 26 contains 31037 members 
Mstep: Class 27 contains 73107 members 
Mstep: Class 28 contains 9933 members 
Mstep: Class 29 contains 5042 members 
Mstep: Class 30 contains 13053 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525776.000000 Penalty: 110668.640625
Iteration 74Q: 32 clusters Score -2.055258e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 180780 members 
Mstep: Class 4 contains 120649 members 
Mstep: Class 5 contains 32877 members 
Mstep: Class 6 contains 14400 members 
Mstep: Class 7 contains 6985 members 
Mstep: Class 8 contains 175228 members 
Mstep: Class 9 contains 112642 members 
Mstep: Class 10 contains 5393 members 
Mstep: Class 11 contains 116226 members 
Mstep: Class 12 contains 258325 members 
Mstep: Class 13 contains 31055 members 
Mstep: Class 14 contains 90649 members 
Mstep: Class 15 contains 16092 members 
Mstep: Class 16 contains 38247 members 
Mstep: Class 17 contains 84082 members 
Mstep: Class 18 contains 21296 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 26621 members 
Mstep: Class 22 contains 171307 members 
Mstep: Class 23 contains 45509 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 31051 members 
Mstep: Class 26 contains 31018 members 
Mstep: Class 27 contains 73099 members 
Mstep: Class 28 contains 9954 members 
Mstep: Class 29 contains 5080 members 
Mstep: Class 30 contains 13119 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205526928.000000 Penalty: 110668.640625
Iteration 75Q: 32 clusters Score -2.055269e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 180510 members 
Mstep: Class 4 contains 120069 members 
Mstep: Class 5 contains 33116 members 
Mstep: Class 6 contains 14425 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 175207 members 
Mstep: Class 9 contains 112622 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 11 contains 116141 members 
Mstep: Class 12 contains 258212 members 
Mstep: Class 13 contains 31132 members 
Mstep: Class 14 contains 91320 members 
Mstep: Class 15 contains 16110 members 
Mstep: Class 16 contains 38202 members 
Mstep: Class 17 contains 84073 members 
Mstep: Class 18 contains 21267 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 26461 members 
Mstep: Class 22 contains 171308 members 
Mstep: Class 23 contains 45424 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 31397 members 
Mstep: Class 26 contains 31009 members 
Mstep: Class 27 contains 73070 members 
Mstep: Class 28 contains 9993 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 13172 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527296.000000 Penalty: 110668.640625
Iteration 76Q: 32 clusters Score -2.055273e+08 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 180248 members 
Mstep: Class 4 contains 119462 members 
Mstep: Class 5 contains 33371 members 
Mstep: Class 6 contains 14443 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 175206 members 
Mstep: Class 9 contains 112608 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 116056 members 
Mstep: Class 12 contains 258069 members 
Mstep: Class 13 contains 31221 members 
Mstep: Class 14 contains 92003 members 
Mstep: Class 15 contains 16147 members 
Mstep: Class 16 contains 38159 members 
Mstep: Class 17 contains 84058 members 
Mstep: Class 18 contains 21258 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 26332 members 
Mstep: Class 22 contains 171298 members 
Mstep: Class 23 contains 45340 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 31731 members 
Mstep: Class 26 contains 30995 members 
Mstep: Class 27 contains 72987 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 5131 members 
Mstep: Class 30 contains 13224 members 
Mstep: Class 31 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528288.000000 Penalty: 110668.640625
Iteration 77Q: 32 clusters Score -2.055283e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 180032 members 
Mstep: Class 4 contains 118880 members 
Mstep: Class 5 contains 33609 members 
Mstep: Class 6 contains 14463 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 175126 members 
Mstep: Class 9 contains 112601 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 115953 members 
Mstep: Class 12 contains 257967 members 
Mstep: Class 13 contains 31300 members 
Mstep: Class 14 contains 92666 members 
Mstep: Class 15 contains 16165 members 
Mstep: Class 16 contains 38105 members 
Mstep: Class 17 contains 84054 members 
Mstep: Class 18 contains 21252 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 26195 members 
Mstep: Class 22 contains 171291 members 
Mstep: Class 23 contains 45260 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 32059 members 
Mstep: Class 26 contains 30980 members 
Mstep: Class 27 contains 72945 members 
Mstep: Class 28 contains 10067 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 13283 members 
Mstep: Class 31 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528720.000000 Penalty: 110668.640625
Iteration 78Q: 32 clusters Score -2.055287e+08 nChanged 4315
Entering ConstructFrom: 
Score: -205528720.000000 Penalty: 110668.640625
Entering ConstructFrom: 
Trying to split cluster 1 (49051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Entering Unmasked Estep 
Score: -5748398.500000 Penalty: 2678.552734
	Iteration 0F: 2 clusters Score -5748398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5715333.000000 Penalty: 5357.105469
	Iteration 0F: 3 clusters Score -5715333 nChanged 22568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -5728044.000000 Penalty: 5357.105469
	Iteration 1F: 3 clusters Score -5728044 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5728839.500000 Penalty: 5357.105469
	Iteration 2Q: 3 clusters Score -5728840 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5729840.000000 Penalty: 5357.105469
	Iteration 3Q: 3 clusters Score -5729840 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -5731205.000000 Penalty: 5357.105469
	Iteration 4F: 3 clusters Score -5731205 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5732789.000000 Penalty: 5357.105469
	Iteration 5F: 3 clusters Score -5732789 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5734792.000000 Penalty: 5357.105469
	Iteration 6F: 3 clusters Score -5734792 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -5736697.000000 Penalty: 5357.105469
	Iteration 7F: 3 clusters Score -5736697 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5738195.500000 Penalty: 5357.105469
	Iteration 8F: 3 clusters Score -5738196 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -5739126.000000 Penalty: 5357.105469
	Iteration 9Q: 3 clusters Score -5739126 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -5739696.500000 Penalty: 5357.105469
	Iteration 10Q: 3 clusters Score -5739696 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -5740082.000000 Penalty: 5357.105469
	Iteration 11Q: 3 clusters Score -5740082 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5740394.500000 Penalty: 5357.105469
	Iteration 12Q: 3 clusters Score -5740394 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5740728.500000 Penalty: 5357.105469
	Iteration 13Q: 3 clusters Score -5740728 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5741070.000000 Penalty: 5357.105469
	Iteration 14Q: 3 clusters Score -5741070 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5741378.000000 Penalty: 5357.105469
	Iteration 15Q: 3 clusters Score -5741378 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5741717.000000 Penalty: 5357.105469
	Iteration 16Q: 3 clusters Score -5741717 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5742043.000000 Penalty: 5357.105469
	Iteration 17Q: 3 clusters Score -5742043 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5742284.000000 Penalty: 5357.105469
	Iteration 18Q: 3 clusters Score -5742284 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -5742507.000000 Penalty: 5357.105469
	Iteration 19Q: 3 clusters Score -5742507 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -5742683.500000 Penalty: 5357.105469
	Iteration 20F: 3 clusters Score -5742684 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5742828.000000 Penalty: 5357.105469
	Iteration 21Q: 3 clusters Score -5742828 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -5742984.500000 Penalty: 5357.105469
	Iteration 22Q: 3 clusters Score -5742984 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5743110.500000 Penalty: 5357.105469
	Iteration 23Q: 3 clusters Score -5743110 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -5743302.500000 Penalty: 5357.105469
	Iteration 24Q: 3 clusters Score -5743302 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -5743445.000000 Penalty: 5357.105469
	Iteration 25Q: 3 clusters Score -5743445 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5743563.500000 Penalty: 5357.105469
	Iteration 26Q: 3 clusters Score -5743564 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -5743726.500000 Penalty: 5357.105469
	Iteration 27Q: 3 clusters Score -5743726 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5743862.500000 Penalty: 5357.105469
	Iteration 28Q: 3 clusters Score -5743862 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5743979.000000 Penalty: 5357.105469
	Iteration 29Q: 3 clusters Score -5743979 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5744077.000000 Penalty: 5357.105469
	Iteration 30Q: 3 clusters Score -5744077 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -5744197.500000 Penalty: 5357.105469
	Iteration 31Q: 3 clusters Score -5744198 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5744295.000000 Penalty: 5357.105469
	Iteration 32Q: 3 clusters Score -5744295 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5744385.500000 Penalty: 5357.105469
	Iteration 33Q: 3 clusters Score -5744386 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -5744476.500000 Penalty: 5357.105469
	Iteration 34Q: 3 clusters Score -5744476 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5744581.000000 Penalty: 5357.105469
	Iteration 35Q: 3 clusters Score -5744581 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5744698.500000 Penalty: 5357.105469
	Iteration 36Q: 3 clusters Score -5744698 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5744749.500000 Penalty: 5357.105469
	Iteration 37Q: 3 clusters Score -5744750 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -5744837.000000 Penalty: 5357.105469
	Iteration 38Q: 3 clusters Score -5744837 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5744906.500000 Penalty: 5357.105469
	Iteration 39Q: 3 clusters Score -5744906 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -5744984.000000 Penalty: 5357.105469
	Iteration 40F: 3 clusters Score -5744984 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5745045.500000 Penalty: 5357.105469
	Iteration 41Q: 3 clusters Score -5745046 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -5745108.500000 Penalty: 5357.105469
	Iteration 42Q: 3 clusters Score -5745108 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -5745138.500000 Penalty: 5357.105469
	Iteration 43Q: 3 clusters Score -5745138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5745210.500000 Penalty: 5357.105469
	Iteration 44Q: 3 clusters Score -5745210 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5745252.000000 Penalty: 5357.105469
	Iteration 45Q: 3 clusters Score -5745252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -5745290.000000 Penalty: 5357.105469
	Iteration 46Q: 3 clusters Score -5745290 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5745338.500000 Penalty: 5357.105469
	Iteration 47Q: 3 clusters Score -5745338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -5745371.000000 Penalty: 5357.105469
	Iteration 48Q: 3 clusters Score -5745371 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -5745415.000000 Penalty: 5357.105469
	Iteration 49Q: 3 clusters Score -5745415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5745449.500000 Penalty: 5357.105469
	Iteration 50Q: 3 clusters Score -5745450 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -5745513.500000 Penalty: 5357.105469
	Iteration 51Q: 3 clusters Score -5745514 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5745571.500000 Penalty: 5357.105469
	Iteration 52Q: 3 clusters Score -5745572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5745590.500000 Penalty: 5357.105469
	Iteration 53Q: 3 clusters Score -5745590 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -5745644.000000 Penalty: 5357.105469
	Iteration 54Q: 3 clusters Score -5745644 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5745699.000000 Penalty: 5357.105469
	Iteration 55Q: 3 clusters Score -5745699 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5745745.000000 Penalty: 5357.105469
	Iteration 56Q: 3 clusters Score -5745745 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -5745776.000000 Penalty: 5357.105469
	Iteration 57Q: 3 clusters Score -5745776 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -5745825.500000 Penalty: 5357.105469
	Iteration 58Q: 3 clusters Score -5745826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -5745859.500000 Penalty: 5357.105469
	Iteration 59Q: 3 clusters Score -5745860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -5745913.500000 Penalty: 5357.105469
	Iteration 60F: 3 clusters Score -5745914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -5745945.000000 Penalty: 5357.105469
	Iteration 61Q: 3 clusters Score -5745945 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -5745977.500000 Penalty: 5357.105469
	Iteration 62Q: 3 clusters Score -5745978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -5745991.500000 Penalty: 5357.105469
	Iteration 63Q: 3 clusters Score -5745992 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -5746019.000000 Penalty: 5357.105469
	Iteration 64Q: 3 clusters Score -5746019 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -5746049.000000 Penalty: 5357.105469
	Iteration 65Q: 3 clusters Score -5746049 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -5746061.500000 Penalty: 5357.105469
	Iteration 66Q: 3 clusters Score -5746062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -5746081.000000 Penalty: 5357.105469
	Iteration 67Q: 3 clusters Score -5746081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -5746077.500000 Penalty: 5357.105469
	Iteration 68Q: 3 clusters Score -5746078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -5746089.000000 Penalty: 5357.105469
	Iteration 69Q: 3 clusters Score -5746089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -5746111.500000 Penalty: 5357.105469
	Iteration 70Q: 3 clusters Score -5746112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5746129.000000 Penalty: 5357.105469
	Iteration 71Q: 3 clusters Score -5746129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -5746131.000000 Penalty: 5357.105469
	Iteration 72Q: 3 clusters Score -5746131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -5746148.000000 Penalty: 5357.105469
	Iteration 73Q: 3 clusters Score -5746148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -5746149.500000 Penalty: 5357.105469
	Iteration 74Q: 3 clusters Score -5746150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5746166.000000 Penalty: 5357.105469
	Iteration 75Q: 3 clusters Score -5746166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -5746160.500000 Penalty: 5357.105469
	Iteration 76Q: 3 clusters Score -5746160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5746170.000000 Penalty: 5357.105469
	Iteration 77Q: 3 clusters Score -5746170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -5746172.000000 Penalty: 5357.105469
	Iteration 78Q: 3 clusters Score -5746172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -5746182.500000 Penalty: 5357.105469
	Iteration 79Q: 3 clusters Score -5746182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -5746197.500000 Penalty: 5357.105469
	Iteration 80F: 3 clusters Score -5746198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -5746203.000000 Penalty: 5357.105469
	Iteration 81Q: 3 clusters Score -5746203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -5746206.500000 Penalty: 5357.105469
	Iteration 82Q: 3 clusters Score -5746206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -5746213.500000 Penalty: 5357.105469
	Iteration 83Q: 3 clusters Score -5746214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -5746222.000000 Penalty: 5357.105469
	Iteration 84Q: 3 clusters Score -5746222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5746223.000000 Penalty: 5357.105469
	Iteration 85Q: 3 clusters Score -5746223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -5746217.500000 Penalty: 5357.105469
	Iteration 86Q: 3 clusters Score -5746218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -5746223.000000 Penalty: 5357.105469
	Iteration 87Q: 3 clusters Score -5746223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -5746229.500000 Penalty: 5357.105469
	Iteration 88Q: 3 clusters Score -5746230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -5746243.500000 Penalty: 5357.105469
	Iteration 89Q: 3 clusters Score -5746244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -5746244.500000 Penalty: 5357.105469
	Iteration 90Q: 3 clusters Score -5746244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5746248.500000 Penalty: 5357.105469
	Iteration 91Q: 3 clusters Score -5746248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -5746258.000000 Penalty: 5357.105469
	Iteration 92Q: 3 clusters Score -5746258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -5746258.500000 Penalty: 5357.105469
	Iteration 93Q: 3 clusters Score -5746258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -5746260.500000 Penalty: 5357.105469
	Iteration 94Q: 3 clusters Score -5746260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -5746264.000000 Penalty: 5357.105469
	Iteration 95Q: 3 clusters Score -5746264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -5746272.500000 Penalty: 5357.105469
	Iteration 96Q: 3 clusters Score -5746272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -5746271.500000 Penalty: 5357.105469
	Iteration 97Q: 3 clusters Score -5746272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -5746280.000000 Penalty: 5357.105469
	Iteration 98Q: 3 clusters Score -5746280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -5746282.000000 Penalty: 5357.105469
	Iteration 99Q: 3 clusters Score -5746282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -5746291.500000 Penalty: 5357.105469
	Iteration 100F: 3 clusters Score -5746292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -5746287.000000 Penalty: 5357.105469
	Iteration 101Q: 3 clusters Score -5746287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -5746292.500000 Penalty: 5357.105469
	Iteration 102Q: 3 clusters Score -5746292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5746308.500000 Penalty: 5357.105469
	Iteration 103Q: 3 clusters Score -5746308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -5746309.000000 Penalty: 5357.105469
	Iteration 104Q: 3 clusters Score -5746309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -5746315.000000 Penalty: 5357.105469
	Iteration 105Q: 3 clusters Score -5746315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -5746331.000000 Penalty: 5357.105469
	Iteration 106Q: 3 clusters Score -5746331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -5746332.500000 Penalty: 5357.105469
	Iteration 107Q: 3 clusters Score -5746332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -5746336.500000 Penalty: 5357.105469
	Iteration 108Q: 3 clusters Score -5746336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5746335.000000 Penalty: 5357.105469
	Iteration 109Q: 3 clusters Score -5746335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -5746344.500000 Penalty: 5357.105469
	Iteration 110Q: 3 clusters Score -5746344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5746349.500000 Penalty: 5357.105469
	Iteration 111Q: 3 clusters Score -5746350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -5746359.500000 Penalty: 5357.105469
	Iteration 112Q: 3 clusters Score -5746360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -5746362.000000 Penalty: 5357.105469
	Iteration 113Q: 3 clusters Score -5746362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5746359.500000 Penalty: 5357.105469
	Iteration 114Q: 3 clusters Score -5746360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -5746368.500000 Penalty: 5357.105469
	Iteration 115Q: 3 clusters Score -5746368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -5746370.500000 Penalty: 5357.105469
	Iteration 116Q: 3 clusters Score -5746370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -5746371.500000 Penalty: 5357.105469
	Iteration 117Q: 3 clusters Score -5746372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -5746372.500000 Penalty: 5357.105469
	Iteration 118Q: 3 clusters Score -5746372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -5746376.500000 Penalty: 5357.105469
	Iteration 119Q: 3 clusters Score -5746376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -5746375.000000 Penalty: 5357.105469
	Iteration 120F: 3 clusters Score -5746375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5746380.000000 Penalty: 5357.105469
	Iteration 121Q: 3 clusters Score -5746380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5746386.500000 Penalty: 5357.105469
	Iteration 122Q: 3 clusters Score -5746386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -5746386.500000 Penalty: 5357.105469
	Iteration 123Q: 3 clusters Score -5746386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -5746387.500000 Penalty: 5357.105469
	Iteration 124Q: 3 clusters Score -5746388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -5746387.500000 Penalty: 5357.105469
	Iteration 125F: 3 clusters Score -5746388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -765005.812500 Penalty: 2177.101318
	Iteration 0F: 2 clusters Score -765005.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -759473.937500 Penalty: 4354.202637
	Iteration 0F: 3 clusters Score -759473.9 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -760931.625000 Penalty: 4354.202637
	Iteration 1F: 3 clusters Score -760931.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -761265.062500 Penalty: 4354.202637
	Iteration 2F: 3 clusters Score -761265.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -761510.312500 Penalty: 4354.202637
	Iteration 3F: 3 clusters Score -761510.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -761726.062500 Penalty: 4354.202637
	Iteration 4F: 3 clusters Score -761726.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -761922.250000 Penalty: 4354.202637
	Iteration 5Q: 3 clusters Score -761922.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -762146.875000 Penalty: 4354.202637
	Iteration 6Q: 3 clusters Score -762146.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -762437.937500 Penalty: 4354.202637
	Iteration 7F: 3 clusters Score -762437.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -762700.625000 Penalty: 4354.202637
	Iteration 8Q: 3 clusters Score -762700.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -762911.625000 Penalty: 4354.202637
	Iteration 9Q: 3 clusters Score -762911.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -763061.937500 Penalty: 4354.202637
	Iteration 10Q: 3 clusters Score -763061.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -763163.875000 Penalty: 4354.202637
	Iteration 11Q: 3 clusters Score -763163.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -763234.000000 Penalty: 4354.202637
	Iteration 12Q: 3 clusters Score -763234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -763281.437500 Penalty: 4354.202637
	Iteration 13Q: 3 clusters Score -763281.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -763312.562500 Penalty: 4354.202637
	Iteration 14Q: 3 clusters Score -763312.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -763341.125000 Penalty: 4354.202637
	Iteration 15Q: 3 clusters Score -763341.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -763367.625000 Penalty: 4354.202637
	Iteration 16Q: 3 clusters Score -763367.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -763386.062500 Penalty: 4354.202637
	Iteration 17Q: 3 clusters Score -763386.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -763393.000000 Penalty: 4354.202637
	Iteration 18Q: 3 clusters Score -763393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -763398.062500 Penalty: 4354.202637
	Iteration 19Q: 3 clusters Score -763398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -763407.687500 Penalty: 4354.202637
	Iteration 20F: 3 clusters Score -763407.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -763413.562500 Penalty: 4354.202637
	Iteration 21Q: 3 clusters Score -763413.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -763421.375000 Penalty: 4354.202637
	Iteration 22Q: 3 clusters Score -763421.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -763426.375000 Penalty: 4354.202637
	Iteration 23Q: 3 clusters Score -763426.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -763432.937500 Penalty: 4354.202637
	Iteration 24Q: 3 clusters Score -763432.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -763437.687500 Penalty: 4354.202637
	Iteration 25Q: 3 clusters Score -763437.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -763441.562500 Penalty: 4354.202637
	Iteration 26Q: 3 clusters Score -763441.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -763443.000000 Penalty: 4354.202637
	Iteration 27Q: 3 clusters Score -763443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -763445.750000 Penalty: 4354.202637
	Iteration 28Q: 3 clusters Score -763445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -763448.125000 Penalty: 4354.202637
	Iteration 29Q: 3 clusters Score -763448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -763449.125000 Penalty: 4354.202637
	Iteration 30Q: 3 clusters Score -763449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -763449.750000 Penalty: 4354.202637
	Iteration 31Q: 3 clusters Score -763449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -763449.250000 Penalty: 4354.202637
	Iteration 32Q: 3 clusters Score -763449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -763449.250000 Penalty: 4354.202637
	Iteration 33F: 3 clusters Score -763449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (179769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179769 members 
Entering Unmasked Estep 
Score: -21592498.000000 Penalty: 3000.658203
	Iteration 0F: 2 clusters Score -2.15925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -21479678.000000 Penalty: 6001.316406
	Iteration 0F: 3 clusters Score -2.147968e+07 nChanged 86421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -21529868.000000 Penalty: 6001.316406
	Iteration 1F: 3 clusters Score -2.152987e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -21531240.000000 Penalty: 6001.316406
	Iteration 2Q: 3 clusters Score -2.153124e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -21533218.000000 Penalty: 6001.316406
	Iteration 3Q: 3 clusters Score -2.153322e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -21536430.000000 Penalty: 6001.316406
	Iteration 4Q: 3 clusters Score -2.153643e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111077 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -21541292.000000 Penalty: 6001.316406
	Iteration 5F: 3 clusters Score -2.154129e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120454 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -21548318.000000 Penalty: 6001.316406
	Iteration 6F: 3 clusters Score -2.154832e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -21558008.000000 Penalty: 6001.316406
	Iteration 7F: 3 clusters Score -2.155801e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -21568966.000000 Penalty: 6001.316406
	Iteration 8F: 3 clusters Score -2.156897e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153492 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -21578408.000000 Penalty: 6001.316406
	Iteration 9F: 3 clusters Score -2.157841e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -21584584.000000 Penalty: 6001.316406
	Iteration 10Q: 3 clusters Score -2.158458e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167544 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -21587922.000000 Penalty: 6001.316406
	Iteration 11Q: 3 clusters Score -2.158792e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -21589512.000000 Penalty: 6001.316406
	Iteration 12Q: 3 clusters Score -2.158951e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -21590456.000000 Penalty: 6001.316406
	Iteration 13Q: 3 clusters Score -2.159046e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -21590918.000000 Penalty: 6001.316406
	Iteration 14Q: 3 clusters Score -2.159092e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174760 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -21591164.000000 Penalty: 6001.316406
	Iteration 15Q: 3 clusters Score -2.159116e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175241 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -21591344.000000 Penalty: 6001.316406
	Iteration 16Q: 3 clusters Score -2.159134e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -21591384.000000 Penalty: 6001.316406
	Iteration 17Q: 3 clusters Score -2.159138e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175910 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -21591488.000000 Penalty: 6001.316406
	Iteration 18Q: 3 clusters Score -2.159149e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176151 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21591494.000000 Penalty: 6001.316406
	Iteration 19Q: 3 clusters Score -2.159149e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -21591522.000000 Penalty: 6001.316406
	Iteration 20F: 3 clusters Score -2.159152e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176518 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -21591562.000000 Penalty: 6001.316406
	Iteration 21Q: 3 clusters Score -2.159156e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176643 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -21591614.000000 Penalty: 6001.316406
	Iteration 22Q: 3 clusters Score -2.159161e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176749 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -21591662.000000 Penalty: 6001.316406
	Iteration 23Q: 3 clusters Score -2.159166e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176833 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -21591622.000000 Penalty: 6001.316406
	Iteration 24Q: 3 clusters Score -2.159162e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176905 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -21591664.000000 Penalty: 6001.316406
	Iteration 25Q: 3 clusters Score -2.159166e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176972 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -21591662.000000 Penalty: 6001.316406
	Iteration 26Q: 3 clusters Score -2.159166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177034 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -21591636.000000 Penalty: 6001.316406
	Iteration 27Q: 3 clusters Score -2.159164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -21591646.000000 Penalty: 6001.316406
	Iteration 28Q: 3 clusters Score -2.159165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177117 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -21591626.000000 Penalty: 6001.316406
	Iteration 29Q: 3 clusters Score -2.159163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177142 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -21591656.000000 Penalty: 6001.316406
	Iteration 30Q: 3 clusters Score -2.159166e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177174 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -21591630.000000 Penalty: 6001.316406
	Iteration 31Q: 3 clusters Score -2.159163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -21591638.000000 Penalty: 6001.316406
	Iteration 32Q: 3 clusters Score -2.159164e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177240 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21591620.000000 Penalty: 6001.316406
	Iteration 33Q: 3 clusters Score -2.159162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177267 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21591630.000000 Penalty: 6001.316406
	Iteration 34Q: 3 clusters Score -2.159163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177287 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -21591626.000000 Penalty: 6001.316406
	Iteration 35Q: 3 clusters Score -2.159163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177304 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -21591618.000000 Penalty: 6001.316406
	Iteration 36Q: 3 clusters Score -2.159162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21591618.000000 Penalty: 6001.316406
	Iteration 37Q: 3 clusters Score -2.159162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177330 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -21591630.000000 Penalty: 6001.316406
	Iteration 38Q: 3 clusters Score -2.159163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177340 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -21591624.000000 Penalty: 6001.316406
	Iteration 39Q: 3 clusters Score -2.159162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177350 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21591612.000000 Penalty: 6001.316406
	Iteration 40F: 3 clusters Score -2.159161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177357 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21591616.000000 Penalty: 6001.316406
	Iteration 41Q: 3 clusters Score -2.159162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177363 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -21591610.000000 Penalty: 6001.316406
	Iteration 42Q: 3 clusters Score -2.159161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177366 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -21591608.000000 Penalty: 6001.316406
	Iteration 43Q: 3 clusters Score -2.159161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177374 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21591600.000000 Penalty: 6001.316406
	Iteration 44Q: 3 clusters Score -2.15916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21591600.000000 Penalty: 6001.316406
	Iteration 45Q: 3 clusters Score -2.15916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21591594.000000 Penalty: 6001.316406
	Iteration 46Q: 3 clusters Score -2.159159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177371 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21591598.000000 Penalty: 6001.316406
	Iteration 47Q: 3 clusters Score -2.15916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21591604.000000 Penalty: 6001.316406
	Iteration 48Q: 3 clusters Score -2.15916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21591590.000000 Penalty: 6001.316406
	Iteration 49Q: 3 clusters Score -2.159159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21591596.000000 Penalty: 6001.316406
	Iteration 50Q: 3 clusters Score -2.15916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21591590.000000 Penalty: 6001.316406
	Iteration 51Q: 3 clusters Score -2.159159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21591590.000000 Penalty: 6001.316406
	Iteration 52F: 3 clusters Score -2.159159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (118235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Entering Unmasked Estep 
Score: -14221606.000000 Penalty: 2896.746582
	Iteration 0F: 2 clusters Score -1.422161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -14142621.000000 Penalty: 5793.493164
	Iteration 0F: 3 clusters Score -1.414262e+07 nChanged 56187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -14175071.000000 Penalty: 5793.493164
	Iteration 1F: 3 clusters Score -1.417507e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -14176464.000000 Penalty: 5793.493164
	Iteration 2Q: 3 clusters Score -1.417646e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -14178451.000000 Penalty: 5793.493164
	Iteration 3Q: 3 clusters Score -1.417845e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -14181406.000000 Penalty: 5793.493164
	Iteration 4F: 3 clusters Score -1.418141e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -14185355.000000 Penalty: 5793.493164
	Iteration 5F: 3 clusters Score -1.418536e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -14189609.000000 Penalty: 5793.493164
	Iteration 6F: 3 clusters Score -1.418961e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -14193611.000000 Penalty: 5793.493164
	Iteration 7F: 3 clusters Score -1.419361e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -14197171.000000 Penalty: 5793.493164
	Iteration 8F: 3 clusters Score -1.419717e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -14200305.000000 Penalty: 5793.493164
	Iteration 9Q: 3 clusters Score -1.42003e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -14203257.000000 Penalty: 5793.493164
	Iteration 10Q: 3 clusters Score -1.420326e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99464 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -14206559.000000 Penalty: 5793.493164
	Iteration 11Q: 3 clusters Score -1.420656e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -14209965.000000 Penalty: 5793.493164
	Iteration 12Q: 3 clusters Score -1.420996e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -14213081.000000 Penalty: 5793.493164
	Iteration 13Q: 3 clusters Score -1.421308e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -14215530.000000 Penalty: 5793.493164
	Iteration 14Q: 3 clusters Score -1.421553e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -14217151.000000 Penalty: 5793.493164
	Iteration 15Q: 3 clusters Score -1.421715e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -14218094.000000 Penalty: 5793.493164
	Iteration 16Q: 3 clusters Score -1.421809e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115776 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14218667.000000 Penalty: 5793.493164
	Iteration 17Q: 3 clusters Score -1.421867e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -14218929.000000 Penalty: 5793.493164
	Iteration 18Q: 3 clusters Score -1.421893e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -14219088.000000 Penalty: 5793.493164
	Iteration 19Q: 3 clusters Score -1.421909e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116720 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14219209.000000 Penalty: 5793.493164
	Iteration 20F: 3 clusters Score -1.421921e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116862 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -14219306.000000 Penalty: 5793.493164
	Iteration 21Q: 3 clusters Score -1.421931e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14219361.000000 Penalty: 5793.493164
	Iteration 22Q: 3 clusters Score -1.421936e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -14219405.000000 Penalty: 5793.493164
	Iteration 23Q: 3 clusters Score -1.42194e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -14219405.000000 Penalty: 5793.493164
	Iteration 24Q: 3 clusters Score -1.42194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -14219438.000000 Penalty: 5793.493164
	Iteration 25Q: 3 clusters Score -1.421944e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117156 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14219482.000000 Penalty: 5793.493164
	Iteration 26Q: 3 clusters Score -1.421948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -14219494.000000 Penalty: 5793.493164
	Iteration 27Q: 3 clusters Score -1.421949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -14219494.000000 Penalty: 5793.493164
	Iteration 28Q: 3 clusters Score -1.421949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -14219506.000000 Penalty: 5793.493164
	Iteration 29Q: 3 clusters Score -1.421951e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14219517.000000 Penalty: 5793.493164
	Iteration 30Q: 3 clusters Score -1.421952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -14219524.000000 Penalty: 5793.493164
	Iteration 31Q: 3 clusters Score -1.421952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14219538.000000 Penalty: 5793.493164
	Iteration 32Q: 3 clusters Score -1.421954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14219565.000000 Penalty: 5793.493164
	Iteration 33Q: 3 clusters Score -1.421956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14219562.000000 Penalty: 5793.493164
	Iteration 34Q: 3 clusters Score -1.421956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -14219554.000000 Penalty: 5793.493164
	Iteration 35Q: 3 clusters Score -1.421955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117306 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14219569.000000 Penalty: 5793.493164
	Iteration 36Q: 3 clusters Score -1.421957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -14219574.000000 Penalty: 5793.493164
	Iteration 37Q: 3 clusters Score -1.421957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117311 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -14219570.000000 Penalty: 5793.493164
	Iteration 38Q: 3 clusters Score -1.421957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117315 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14219578.000000 Penalty: 5793.493164
	Iteration 39Q: 3 clusters Score -1.421958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14219576.000000 Penalty: 5793.493164
	Iteration 40F: 3 clusters Score -1.421958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117316 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -14219577.000000 Penalty: 5793.493164
	Iteration 41Q: 3 clusters Score -1.421958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14219575.000000 Penalty: 5793.493164
	Iteration 42Q: 3 clusters Score -1.421958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14219571.000000 Penalty: 5793.493164
	Iteration 43Q: 3 clusters Score -1.421957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -14219582.000000 Penalty: 5793.493164
	Iteration 44Q: 3 clusters Score -1.421958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -14219579.000000 Penalty: 5793.493164
	Iteration 45Q: 3 clusters Score -1.421958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -14219589.000000 Penalty: 5793.493164
	Iteration 46Q: 3 clusters Score -1.421959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14219585.000000 Penalty: 5793.493164
	Iteration 47Q: 3 clusters Score -1.421958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14219576.000000 Penalty: 5793.493164
	Iteration 48Q: 3 clusters Score -1.421958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -14219579.000000 Penalty: 5793.493164
	Iteration 49Q: 3 clusters Score -1.421958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117326 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14219572.000000 Penalty: 5793.493164
	Iteration 50Q: 3 clusters Score -1.421957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -14219588.000000 Penalty: 5793.493164
	Iteration 51Q: 3 clusters Score -1.421959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14219575.000000 Penalty: 5793.493164
	Iteration 52Q: 3 clusters Score -1.421958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14219585.000000 Penalty: 5793.493164
	Iteration 53Q: 3 clusters Score -1.421958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14219584.000000 Penalty: 5793.493164
	Iteration 54Q: 3 clusters Score -1.421958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14219584.000000 Penalty: 5793.493164
	Iteration 55F: 3 clusters Score -1.421958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Entering Unmasked Estep 
Score: -4021885.500000 Penalty: 2586.461426
	Iteration 0F: 2 clusters Score -4021886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3998946.000000 Penalty: 5172.922852
	Iteration 0F: 3 clusters Score -3998946 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4007303.500000 Penalty: 5172.922852
	Iteration 1F: 3 clusters Score -4007304 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4007953.000000 Penalty: 5172.922852
	Iteration 2F: 3 clusters Score -4007953 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4008713.250000 Penalty: 5172.922852
	Iteration 3F: 3 clusters Score -4008713 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4009725.750000 Penalty: 5172.922852
	Iteration 4F: 3 clusters Score -4009726 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4011075.250000 Penalty: 5172.922852
	Iteration 5F: 3 clusters Score -4011075 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4012785.000000 Penalty: 5172.922852
	Iteration 6F: 3 clusters Score -4012785 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4014698.500000 Penalty: 5172.922852
	Iteration 7F: 3 clusters Score -4014698 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4016415.250000 Penalty: 5172.922852
	Iteration 8F: 3 clusters Score -4016415 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4017628.250000 Penalty: 5172.922852
	Iteration 9Q: 3 clusters Score -4017628 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4018432.500000 Penalty: 5172.922852
	Iteration 10Q: 3 clusters Score -4018432 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4018936.250000 Penalty: 5172.922852
	Iteration 11Q: 3 clusters Score -4018936 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4019264.750000 Penalty: 5172.922852
	Iteration 12Q: 3 clusters Score -4019265 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4019434.000000 Penalty: 5172.922852
	Iteration 13Q: 3 clusters Score -4019434 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4019521.750000 Penalty: 5172.922852
	Iteration 14Q: 3 clusters Score -4019522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4019562.500000 Penalty: 5172.922852
	Iteration 15Q: 3 clusters Score -4019562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4019590.500000 Penalty: 5172.922852
	Iteration 16Q: 3 clusters Score -4019590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4019617.750000 Penalty: 5172.922852
	Iteration 17Q: 3 clusters Score -4019618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4019627.500000 Penalty: 5172.922852
	Iteration 18Q: 3 clusters Score -4019628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4019636.000000 Penalty: 5172.922852
	Iteration 19Q: 3 clusters Score -4019636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4019652.750000 Penalty: 5172.922852
	Iteration 20F: 3 clusters Score -4019653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4019653.000000 Penalty: 5172.922852
	Iteration 21Q: 3 clusters Score -4019653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4019655.250000 Penalty: 5172.922852
	Iteration 22Q: 3 clusters Score -4019655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4019661.000000 Penalty: 5172.922852
	Iteration 23Q: 3 clusters Score -4019661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4019667.750000 Penalty: 5172.922852
	Iteration 24Q: 3 clusters Score -4019668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4019676.250000 Penalty: 5172.922852
	Iteration 25Q: 3 clusters Score -4019676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4019672.250000 Penalty: 5172.922852
	Iteration 26Q: 3 clusters Score -4019672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4019676.000000 Penalty: 5172.922852
	Iteration 27Q: 3 clusters Score -4019676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4019675.250000 Penalty: 5172.922852
	Iteration 28Q: 3 clusters Score -4019675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4019678.000000 Penalty: 5172.922852
	Iteration 29Q: 3 clusters Score -4019678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4019676.750000 Penalty: 5172.922852
	Iteration 30Q: 3 clusters Score -4019677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4019683.500000 Penalty: 5172.922852
	Iteration 31Q: 3 clusters Score -4019684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4019683.000000 Penalty: 5172.922852
	Iteration 32Q: 3 clusters Score -4019683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4019687.000000 Penalty: 5172.922852
	Iteration 33Q: 3 clusters Score -4019687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4019686.250000 Penalty: 5172.922852
	Iteration 34Q: 3 clusters Score -4019686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4019684.000000 Penalty: 5172.922852
	Iteration 35Q: 3 clusters Score -4019684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4019684.000000 Penalty: 5172.922852
	Iteration 36F: 3 clusters Score -4019684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -1608946.250000 Penalty: 2376.038330
	Iteration 0F: 2 clusters Score -1608946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1598480.500000 Penalty: 4752.076660
	Iteration 0F: 3 clusters Score -1598480 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1601856.750000 Penalty: 4752.076660
	Iteration 1F: 3 clusters Score -1601857 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1602402.000000 Penalty: 4752.076660
	Iteration 2F: 3 clusters Score -1602402 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1602873.750000 Penalty: 4752.076660
	Iteration 3F: 3 clusters Score -1602874 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1603367.125000 Penalty: 4752.076660
	Iteration 4F: 3 clusters Score -1603367 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1603875.500000 Penalty: 4752.076660
	Iteration 5F: 3 clusters Score -1603876 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1604308.000000 Penalty: 4752.076660
	Iteration 6F: 3 clusters Score -1604308 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1604721.625000 Penalty: 4752.076660
	Iteration 7F: 3 clusters Score -1604722 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1605160.625000 Penalty: 4752.076660
	Iteration 8Q: 3 clusters Score -1605161 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1605595.250000 Penalty: 4752.076660
	Iteration 9Q: 3 clusters Score -1605595 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1605998.375000 Penalty: 4752.076660
	Iteration 10Q: 3 clusters Score -1605998 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1606355.250000 Penalty: 4752.076660
	Iteration 11Q: 3 clusters Score -1606355 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1606668.250000 Penalty: 4752.076660
	Iteration 12Q: 3 clusters Score -1606668 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1606964.625000 Penalty: 4752.076660
	Iteration 13Q: 3 clusters Score -1606965 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1607234.125000 Penalty: 4752.076660
	Iteration 14Q: 3 clusters Score -1607234 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1607491.250000 Penalty: 4752.076660
	Iteration 15Q: 3 clusters Score -1607491 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1607687.375000 Penalty: 4752.076660
	Iteration 16Q: 3 clusters Score -1607687 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1607803.875000 Penalty: 4752.076660
	Iteration 17Q: 3 clusters Score -1607804 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1607876.750000 Penalty: 4752.076660
	Iteration 18Q: 3 clusters Score -1607877 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1607941.875000 Penalty: 4752.076660
	Iteration 19Q: 3 clusters Score -1607942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1607991.750000 Penalty: 4752.076660
	Iteration 20F: 3 clusters Score -1607992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1608026.250000 Penalty: 4752.076660
	Iteration 21Q: 3 clusters Score -1608026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1608053.750000 Penalty: 4752.076660
	Iteration 22Q: 3 clusters Score -1608054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1608068.750000 Penalty: 4752.076660
	Iteration 23Q: 3 clusters Score -1608069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1608078.500000 Penalty: 4752.076660
	Iteration 24Q: 3 clusters Score -1608078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1608082.500000 Penalty: 4752.076660
	Iteration 25Q: 3 clusters Score -1608082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1608096.500000 Penalty: 4752.076660
	Iteration 26Q: 3 clusters Score -1608096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1608102.125000 Penalty: 4752.076660
	Iteration 27Q: 3 clusters Score -1608102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1608106.875000 Penalty: 4752.076660
	Iteration 28Q: 3 clusters Score -1608107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1608116.125000 Penalty: 4752.076660
	Iteration 29Q: 3 clusters Score -1608116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1608124.000000 Penalty: 4752.076660
	Iteration 30Q: 3 clusters Score -1608124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1608125.625000 Penalty: 4752.076660
	Iteration 31Q: 3 clusters Score -1608126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1608128.500000 Penalty: 4752.076660
	Iteration 32Q: 3 clusters Score -1608128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1608127.250000 Penalty: 4752.076660
	Iteration 33Q: 3 clusters Score -1608127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1608128.875000 Penalty: 4752.076660
	Iteration 34Q: 3 clusters Score -1608129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1608129.625000 Penalty: 4752.076660
	Iteration 35Q: 3 clusters Score -1608130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1608132.375000 Penalty: 4752.076660
	Iteration 36Q: 3 clusters Score -1608132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1608131.250000 Penalty: 4752.076660
	Iteration 37Q: 3 clusters Score -1608131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1608134.750000 Penalty: 4752.076660
	Iteration 38Q: 3 clusters Score -1608135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1608138.375000 Penalty: 4752.076660
	Iteration 39Q: 3 clusters Score -1608138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1608138.000000 Penalty: 4752.076660
	Iteration 40F: 3 clusters Score -1608138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1608139.375000 Penalty: 4752.076660
	Iteration 41Q: 3 clusters Score -1608139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1608139.375000 Penalty: 4752.076660
	Iteration 42F: 3 clusters Score -1608139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -830102.687500 Penalty: 2194.679443
	Iteration 0F: 2 clusters Score -830102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -824309.562500 Penalty: 4389.358887
	Iteration 0F: 3 clusters Score -824309.6 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -825770.437500 Penalty: 4389.358887
	Iteration 1F: 3 clusters Score -825770.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -826046.437500 Penalty: 4389.358887
	Iteration 2F: 3 clusters Score -826046.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -826267.625000 Penalty: 4389.358887
	Iteration 3F: 3 clusters Score -826267.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -826463.625000 Penalty: 4389.358887
	Iteration 4Q: 3 clusters Score -826463.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -826657.625000 Penalty: 4389.358887
	Iteration 5Q: 3 clusters Score -826657.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -826845.750000 Penalty: 4389.358887
	Iteration 6Q: 3 clusters Score -826845.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -827062.812500 Penalty: 4389.358887
	Iteration 7Q: 3 clusters Score -827062.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -827310.937500 Penalty: 4389.358887
	Iteration 8Q: 3 clusters Score -827310.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -827520.312500 Penalty: 4389.358887
	Iteration 9Q: 3 clusters Score -827520.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -827685.312500 Penalty: 4389.358887
	Iteration 10Q: 3 clusters Score -827685.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -827823.750000 Penalty: 4389.358887
	Iteration 11Q: 3 clusters Score -827823.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -827945.375000 Penalty: 4389.358887
	Iteration 12Q: 3 clusters Score -827945.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -828040.187500 Penalty: 4389.358887
	Iteration 13Q: 3 clusters Score -828040.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -828117.500000 Penalty: 4389.358887
	Iteration 14Q: 3 clusters Score -828117.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -828183.312500 Penalty: 4389.358887
	Iteration 15Q: 3 clusters Score -828183.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -828224.812500 Penalty: 4389.358887
	Iteration 16Q: 3 clusters Score -828224.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -828261.312500 Penalty: 4389.358887
	Iteration 17Q: 3 clusters Score -828261.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -828282.187500 Penalty: 4389.358887
	Iteration 18Q: 3 clusters Score -828282.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -828300.437500 Penalty: 4389.358887
	Iteration 19Q: 3 clusters Score -828300.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -828310.875000 Penalty: 4389.358887
	Iteration 20F: 3 clusters Score -828310.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -828320.000000 Penalty: 4389.358887
	Iteration 21Q: 3 clusters Score -828320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -828328.187500 Penalty: 4389.358887
	Iteration 22Q: 3 clusters Score -828328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -828334.937500 Penalty: 4389.358887
	Iteration 23Q: 3 clusters Score -828334.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -828340.875000 Penalty: 4389.358887
	Iteration 24Q: 3 clusters Score -828340.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -828346.625000 Penalty: 4389.358887
	Iteration 25Q: 3 clusters Score -828346.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -828352.437500 Penalty: 4389.358887
	Iteration 26Q: 3 clusters Score -828352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -828356.000000 Penalty: 4389.358887
	Iteration 27Q: 3 clusters Score -828356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -828357.187500 Penalty: 4389.358887
	Iteration 28Q: 3 clusters Score -828357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -828359.062500 Penalty: 4389.358887
	Iteration 29Q: 3 clusters Score -828359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -828360.750000 Penalty: 4389.358887
	Iteration 30Q: 3 clusters Score -828360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -828363.000000 Penalty: 4389.358887
	Iteration 31Q: 3 clusters Score -828363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -828365.250000 Penalty: 4389.358887
	Iteration 32Q: 3 clusters Score -828365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -828365.187500 Penalty: 4389.358887
	Iteration 33Q: 3 clusters Score -828365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -828369.000000 Penalty: 4389.358887
	Iteration 34Q: 3 clusters Score -828369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -828371.937500 Penalty: 4389.358887
	Iteration 35Q: 3 clusters Score -828371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -828371.562500 Penalty: 4389.358887
	Iteration 36Q: 3 clusters Score -828371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -828373.000000 Penalty: 4389.358887
	Iteration 37Q: 3 clusters Score -828373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -828374.437500 Penalty: 4389.358887
	Iteration 38Q: 3 clusters Score -828374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -828374.875000 Penalty: 4389.358887
	Iteration 39Q: 3 clusters Score -828374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -828374.875000 Penalty: 4389.358887
	Iteration 40F: 3 clusters Score -828374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Entering Unmasked Estep 
Score: -20680970.000000 Penalty: 2994.177246
	Iteration 0F: 2 clusters Score -2.068097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -20566816.000000 Penalty: 5988.354492
	Iteration 0F: 3 clusters Score -2.056682e+07 nChanged 83999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86997 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -20617058.000000 Penalty: 5988.354492
	Iteration 1F: 3 clusters Score -2.061706e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -20619132.000000 Penalty: 5988.354492
	Iteration 2Q: 3 clusters Score -2.061913e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -20621690.000000 Penalty: 5988.354492
	Iteration 3Q: 3 clusters Score -2.062169e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -20624890.000000 Penalty: 5988.354492
	Iteration 4Q: 3 clusters Score -2.062489e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -20628532.000000 Penalty: 5988.354492
	Iteration 5Q: 3 clusters Score -2.062853e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -20633244.000000 Penalty: 5988.354492
	Iteration 6F: 3 clusters Score -2.063324e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -20638744.000000 Penalty: 5988.354492
	Iteration 7F: 3 clusters Score -2.063874e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -20644152.000000 Penalty: 5988.354492
	Iteration 8F: 3 clusters Score -2.064415e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -20648494.000000 Penalty: 5988.354492
	Iteration 9Q: 3 clusters Score -2.064849e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -20651204.000000 Penalty: 5988.354492
	Iteration 10Q: 3 clusters Score -2.06512e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -20652080.000000 Penalty: 5988.354492
	Iteration 11Q: 3 clusters Score -2.065208e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -20652504.000000 Penalty: 5988.354492
	Iteration 12Q: 3 clusters Score -2.06525e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -20652700.000000 Penalty: 5988.354492
	Iteration 13Q: 3 clusters Score -2.06527e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -20652856.000000 Penalty: 5988.354492
	Iteration 14Q: 3 clusters Score -2.065286e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 94354 members 
Entering Unmasked Estep 
Score: -20653064.000000 Penalty: 5988.354492
	Iteration 15Q: 3 clusters Score -2.065306e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -20653366.000000 Penalty: 5988.354492
	Iteration 16Q: 3 clusters Score -2.065337e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -20653610.000000 Penalty: 5988.354492
	Iteration 17Q: 3 clusters Score -2.065361e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -20653864.000000 Penalty: 5988.354492
	Iteration 18Q: 3 clusters Score -2.065386e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -20654028.000000 Penalty: 5988.354492
	Iteration 19Q: 3 clusters Score -2.065403e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -20654200.000000 Penalty: 5988.354492
	Iteration 20F: 3 clusters Score -2.06542e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -20654564.000000 Penalty: 5988.354492
	Iteration 21Q: 3 clusters Score -2.065456e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -20654890.000000 Penalty: 5988.354492
	Iteration 22Q: 3 clusters Score -2.065489e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -20655210.000000 Penalty: 5988.354492
	Iteration 23Q: 3 clusters Score -2.065521e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -20655588.000000 Penalty: 5988.354492
	Iteration 24Q: 3 clusters Score -2.065559e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -20655978.000000 Penalty: 5988.354492
	Iteration 25Q: 3 clusters Score -2.065598e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 112860 members 
Entering Unmasked Estep 
Score: -20656676.000000 Penalty: 5988.354492
	Iteration 26Q: 3 clusters Score -2.065668e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -20657352.000000 Penalty: 5988.354492
	Iteration 27Q: 3 clusters Score -2.065735e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 117938 members 
Entering Unmasked Estep 
Score: -20658040.000000 Penalty: 5988.354492
	Iteration 28Q: 3 clusters Score -2.065804e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -20658862.000000 Penalty: 5988.354492
	Iteration 29Q: 3 clusters Score -2.065886e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -20659834.000000 Penalty: 5988.354492
	Iteration 30Q: 3 clusters Score -2.065983e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -20660884.000000 Penalty: 5988.354492
	Iteration 31Q: 3 clusters Score -2.066088e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -20662118.000000 Penalty: 5988.354492
	Iteration 32Q: 3 clusters Score -2.066212e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -20663430.000000 Penalty: 5988.354492
	Iteration 33Q: 3 clusters Score -2.066343e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -20664908.000000 Penalty: 5988.354492
	Iteration 34Q: 3 clusters Score -2.066491e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 139871 members 
Entering Unmasked Estep 
Score: -20666144.000000 Penalty: 5988.354492
	Iteration 35Q: 3 clusters Score -2.066614e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -20667682.000000 Penalty: 5988.354492
	Iteration 36Q: 3 clusters Score -2.066768e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -20669350.000000 Penalty: 5988.354492
	Iteration 37Q: 3 clusters Score -2.066935e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
Score: -20670898.000000 Penalty: 5988.354492
	Iteration 38Q: 3 clusters Score -2.06709e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -20672526.000000 Penalty: 5988.354492
	Iteration 39Q: 3 clusters Score -2.067253e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -20674160.000000 Penalty: 5988.354492
	Iteration 40F: 3 clusters Score -2.067416e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -20675550.000000 Penalty: 5988.354492
	Iteration 41Q: 3 clusters Score -2.067555e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -20676674.000000 Penalty: 5988.354492
	Iteration 42Q: 3 clusters Score -2.067667e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -20677572.000000 Penalty: 5988.354492
	Iteration 43Q: 3 clusters Score -2.067757e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -20678252.000000 Penalty: 5988.354492
	Iteration 44Q: 3 clusters Score -2.067825e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 166048 members 
Entering Unmasked Estep 
Score: -20678888.000000 Penalty: 5988.354492
	Iteration 45Q: 3 clusters Score -2.067889e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 167241 members 
Entering Unmasked Estep 
Score: -20679272.000000 Penalty: 5988.354492
	Iteration 46Q: 3 clusters Score -2.067927e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -20679452.000000 Penalty: 5988.354492
	Iteration 47Q: 3 clusters Score -2.067945e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 168948 members 
Entering Unmasked Estep 
Score: -20679556.000000 Penalty: 5988.354492
	Iteration 48Q: 3 clusters Score -2.067956e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -20679728.000000 Penalty: 5988.354492
	Iteration 49Q: 3 clusters Score -2.067973e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 169966 members 
Entering Unmasked Estep 
Score: -20679836.000000 Penalty: 5988.354492
	Iteration 50Q: 3 clusters Score -2.067984e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 170321 members 
Entering Unmasked Estep 
Score: -20679900.000000 Penalty: 5988.354492
	Iteration 51Q: 3 clusters Score -2.06799e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 170616 members 
Entering Unmasked Estep 
Score: -20679984.000000 Penalty: 5988.354492
	Iteration 52Q: 3 clusters Score -2.067998e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 170847 members 
Entering Unmasked Estep 
Score: -20680028.000000 Penalty: 5988.354492
	Iteration 53Q: 3 clusters Score -2.068003e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -20680086.000000 Penalty: 5988.354492
	Iteration 54Q: 3 clusters Score -2.068009e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -20680122.000000 Penalty: 5988.354492
	Iteration 55Q: 3 clusters Score -2.068012e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 171280 members 
Entering Unmasked Estep 
Score: -20680104.000000 Penalty: 5988.354492
	Iteration 56Q: 3 clusters Score -2.06801e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -20680128.000000 Penalty: 5988.354492
	Iteration 57Q: 3 clusters Score -2.068013e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -20680128.000000 Penalty: 5988.354492
	Iteration 58Q: 3 clusters Score -2.068013e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 171491 members 
Entering Unmasked Estep 
Score: -20680142.000000 Penalty: 5988.354492
	Iteration 59Q: 3 clusters Score -2.068014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -20680136.000000 Penalty: 5988.354492
	Iteration 60F: 3 clusters Score -2.068014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -20680146.000000 Penalty: 5988.354492
	Iteration 61Q: 3 clusters Score -2.068015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -20680134.000000 Penalty: 5988.354492
	Iteration 62Q: 3 clusters Score -2.068013e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 171636 members 
Entering Unmasked Estep 
Score: -20680156.000000 Penalty: 5988.354492
	Iteration 63Q: 3 clusters Score -2.068016e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -20680166.000000 Penalty: 5988.354492
	Iteration 64Q: 3 clusters Score -2.068017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -20680140.000000 Penalty: 5988.354492
	Iteration 65Q: 3 clusters Score -2.068014e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -20680128.000000 Penalty: 5988.354492
	Iteration 66Q: 3 clusters Score -2.068013e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 171771 members 
Entering Unmasked Estep 
Score: -20680098.000000 Penalty: 5988.354492
	Iteration 67Q: 3 clusters Score -2.06801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 171784 members 
Entering Unmasked Estep 
Score: -20680076.000000 Penalty: 5988.354492
	Iteration 68Q: 3 clusters Score -2.068008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -20680064.000000 Penalty: 5988.354492
	Iteration 69Q: 3 clusters Score -2.068006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 171810 members 
Entering Unmasked Estep 
Score: -20680070.000000 Penalty: 5988.354492
	Iteration 70Q: 3 clusters Score -2.068007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 171821 members 
Entering Unmasked Estep 
Score: -20680090.000000 Penalty: 5988.354492
	Iteration 71Q: 3 clusters Score -2.068009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 171829 members 
Entering Unmasked Estep 
Score: -20680072.000000 Penalty: 5988.354492
	Iteration 72Q: 3 clusters Score -2.068007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 171836 members 
Entering Unmasked Estep 
Score: -20680074.000000 Penalty: 5988.354492
	Iteration 73Q: 3 clusters Score -2.068007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -20680082.000000 Penalty: 5988.354492
	Iteration 74Q: 3 clusters Score -2.068008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -20680092.000000 Penalty: 5988.354492
	Iteration 75Q: 3 clusters Score -2.068009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 171861 members 
Entering Unmasked Estep 
Score: -20680092.000000 Penalty: 5988.354492
	Iteration 76Q: 3 clusters Score -2.068009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 171863 members 
Entering Unmasked Estep 
Score: -20680108.000000 Penalty: 5988.354492
	Iteration 77Q: 3 clusters Score -2.068011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -20680110.000000 Penalty: 5988.354492
	Iteration 78Q: 3 clusters Score -2.068011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 171874 members 
Entering Unmasked Estep 
Score: -20680100.000000 Penalty: 5988.354492
	Iteration 79Q: 3 clusters Score -2.06801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -20680100.000000 Penalty: 5988.354492
	Iteration 80F: 3 clusters Score -2.06801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -20680098.000000 Penalty: 5988.354492
	Iteration 81Q: 3 clusters Score -2.06801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -20680100.000000 Penalty: 5988.354492
	Iteration 82Q: 3 clusters Score -2.06801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -20680100.000000 Penalty: 5988.354492
	Iteration 83F: 3 clusters Score -2.06801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Entering Unmasked Estep 
Score: -13483579.000000 Penalty: 2884.589844
	Iteration 0F: 2 clusters Score -1.348358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -13408227.000000 Penalty: 5769.179688
	Iteration 0F: 3 clusters Score -1.340823e+07 nChanged 53419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -13439568.000000 Penalty: 5769.179688
	Iteration 1F: 3 clusters Score -1.343957e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -13440665.000000 Penalty: 5769.179688
	Iteration 2Q: 3 clusters Score -1.344066e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -13441818.000000 Penalty: 5769.179688
	Iteration 3Q: 3 clusters Score -1.344182e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -13443404.000000 Penalty: 5769.179688
	Iteration 4Q: 3 clusters Score -1.34434e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -13445448.000000 Penalty: 5769.179688
	Iteration 5Q: 3 clusters Score -1.344545e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -13447940.000000 Penalty: 5769.179688
	Iteration 6Q: 3 clusters Score -1.344794e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -13451481.000000 Penalty: 5769.179688
	Iteration 7F: 3 clusters Score -1.345148e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -13456131.000000 Penalty: 5769.179688
	Iteration 8F: 3 clusters Score -1.345613e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -13460952.000000 Penalty: 5769.179688
	Iteration 9F: 3 clusters Score -1.346095e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -13463988.000000 Penalty: 5769.179688
	Iteration 10F: 3 clusters Score -1.346399e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -13465361.000000 Penalty: 5769.179688
	Iteration 11Q: 3 clusters Score -1.346536e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -13466015.000000 Penalty: 5769.179688
	Iteration 12Q: 3 clusters Score -1.346602e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -13466510.000000 Penalty: 5769.179688
	Iteration 13Q: 3 clusters Score -1.346651e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -13466970.000000 Penalty: 5769.179688
	Iteration 14Q: 3 clusters Score -1.346697e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -13467455.000000 Penalty: 5769.179688
	Iteration 15Q: 3 clusters Score -1.346746e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -13467909.000000 Penalty: 5769.179688
	Iteration 16Q: 3 clusters Score -1.346791e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -13468431.000000 Penalty: 5769.179688
	Iteration 17Q: 3 clusters Score -1.346843e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -13468957.000000 Penalty: 5769.179688
	Iteration 18Q: 3 clusters Score -1.346896e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -13469580.000000 Penalty: 5769.179688
	Iteration 19Q: 3 clusters Score -1.346958e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -13470323.000000 Penalty: 5769.179688
	Iteration 20F: 3 clusters Score -1.347032e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -13470883.000000 Penalty: 5769.179688
	Iteration 21Q: 3 clusters Score -1.347088e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -13471487.000000 Penalty: 5769.179688
	Iteration 22Q: 3 clusters Score -1.347149e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -13472191.000000 Penalty: 5769.179688
	Iteration 23Q: 3 clusters Score -1.347219e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -13472789.000000 Penalty: 5769.179688
	Iteration 24Q: 3 clusters Score -1.347279e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -13473474.000000 Penalty: 5769.179688
	Iteration 25Q: 3 clusters Score -1.347347e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -13474037.000000 Penalty: 5769.179688
	Iteration 26Q: 3 clusters Score -1.347404e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -13474792.000000 Penalty: 5769.179688
	Iteration 27Q: 3 clusters Score -1.347479e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -13475427.000000 Penalty: 5769.179688
	Iteration 28Q: 3 clusters Score -1.347543e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 97983 members 
Entering Unmasked Estep 
Score: -13476003.000000 Penalty: 5769.179688
	Iteration 29Q: 3 clusters Score -1.3476e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 99536 members 
Entering Unmasked Estep 
Score: -13476599.000000 Penalty: 5769.179688
	Iteration 30Q: 3 clusters Score -1.34766e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -13477143.000000 Penalty: 5769.179688
	Iteration 31Q: 3 clusters Score -1.347714e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -13477698.000000 Penalty: 5769.179688
	Iteration 32Q: 3 clusters Score -1.34777e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -13478200.000000 Penalty: 5769.179688
	Iteration 33Q: 3 clusters Score -1.34782e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -13478670.000000 Penalty: 5769.179688
	Iteration 34Q: 3 clusters Score -1.347867e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -13479004.000000 Penalty: 5769.179688
	Iteration 35Q: 3 clusters Score -1.3479e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 106505 members 
Entering Unmasked Estep 
Score: -13479350.000000 Penalty: 5769.179688
	Iteration 36Q: 3 clusters Score -1.347935e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -13479706.000000 Penalty: 5769.179688
	Iteration 37Q: 3 clusters Score -1.347971e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -13479993.000000 Penalty: 5769.179688
	Iteration 38Q: 3 clusters Score -1.347999e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -13480267.000000 Penalty: 5769.179688
	Iteration 39Q: 3 clusters Score -1.348027e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -13480473.000000 Penalty: 5769.179688
	Iteration 40F: 3 clusters Score -1.348047e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 109471 members 
Entering Unmasked Estep 
Score: -13480594.000000 Penalty: 5769.179688
	Iteration 41Q: 3 clusters Score -1.348059e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -13480778.000000 Penalty: 5769.179688
	Iteration 42Q: 3 clusters Score -1.348078e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -13480859.000000 Penalty: 5769.179688
	Iteration 43Q: 3 clusters Score -1.348086e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -13480951.000000 Penalty: 5769.179688
	Iteration 44Q: 3 clusters Score -1.348095e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -13480983.000000 Penalty: 5769.179688
	Iteration 45Q: 3 clusters Score -1.348098e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 110587 members 
Entering Unmasked Estep 
Score: -13481046.000000 Penalty: 5769.179688
	Iteration 46Q: 3 clusters Score -1.348105e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 110700 members 
Entering Unmasked Estep 
Score: -13481077.000000 Penalty: 5769.179688
	Iteration 47Q: 3 clusters Score -1.348108e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -13481155.000000 Penalty: 5769.179688
	Iteration 48Q: 3 clusters Score -1.348116e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -13481159.000000 Penalty: 5769.179688
	Iteration 49Q: 3 clusters Score -1.348116e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 110967 members 
Entering Unmasked Estep 
Score: -13481185.000000 Penalty: 5769.179688
	Iteration 50Q: 3 clusters Score -1.348118e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -13481205.000000 Penalty: 5769.179688
	Iteration 51Q: 3 clusters Score -1.34812e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -13481199.000000 Penalty: 5769.179688
	Iteration 52Q: 3 clusters Score -1.34812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -13481223.000000 Penalty: 5769.179688
	Iteration 53Q: 3 clusters Score -1.348122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -13481214.000000 Penalty: 5769.179688
	Iteration 54Q: 3 clusters Score -1.348121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 111106 members 
Entering Unmasked Estep 
Score: -13481222.000000 Penalty: 5769.179688
	Iteration 55Q: 3 clusters Score -1.348122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -13481236.000000 Penalty: 5769.179688
	Iteration 56Q: 3 clusters Score -1.348124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
Score: -13481238.000000 Penalty: 5769.179688
	Iteration 57Q: 3 clusters Score -1.348124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -13481251.000000 Penalty: 5769.179688
	Iteration 58Q: 3 clusters Score -1.348125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 111163 members 
Entering Unmasked Estep 
Score: -13481262.000000 Penalty: 5769.179688
	Iteration 59Q: 3 clusters Score -1.348126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111172 members 
Entering Unmasked Estep 
Score: -13481250.000000 Penalty: 5769.179688
	Iteration 60F: 3 clusters Score -1.348125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -13481241.000000 Penalty: 5769.179688
	Iteration 61Q: 3 clusters Score -1.348124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -13481239.000000 Penalty: 5769.179688
	Iteration 62Q: 3 clusters Score -1.348124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 111190 members 
Entering Unmasked Estep 
Score: -13481250.000000 Penalty: 5769.179688
	Iteration 63Q: 3 clusters Score -1.348125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -13481249.000000 Penalty: 5769.179688
	Iteration 64Q: 3 clusters Score -1.348125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 111198 members 
Entering Unmasked Estep 
Score: -13481261.000000 Penalty: 5769.179688
	Iteration 65Q: 3 clusters Score -1.348126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -13481255.000000 Penalty: 5769.179688
	Iteration 66Q: 3 clusters Score -1.348126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -13481249.000000 Penalty: 5769.179688
	Iteration 67Q: 3 clusters Score -1.348125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -13481244.000000 Penalty: 5769.179688
	Iteration 68Q: 3 clusters Score -1.348124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 111219 members 
Entering Unmasked Estep 
Score: -13481251.000000 Penalty: 5769.179688
	Iteration 69Q: 3 clusters Score -1.348125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
Score: -13481247.000000 Penalty: 5769.179688
	Iteration 70Q: 3 clusters Score -1.348125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -13481245.000000 Penalty: 5769.179688
	Iteration 71Q: 3 clusters Score -1.348124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -13481260.000000 Penalty: 5769.179688
	Iteration 72Q: 3 clusters Score -1.348126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 111250 members 
Entering Unmasked Estep 
Score: -13481269.000000 Penalty: 5769.179688
	Iteration 73Q: 3 clusters Score -1.348127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 111258 members 
Entering Unmasked Estep 
Score: -13481273.000000 Penalty: 5769.179688
	Iteration 74Q: 3 clusters Score -1.348127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -13481279.000000 Penalty: 5769.179688
	Iteration 75Q: 3 clusters Score -1.348128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -13481282.000000 Penalty: 5769.179688
	Iteration 76Q: 3 clusters Score -1.348128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111276 members 
Entering Unmasked Estep 
Score: -13481291.000000 Penalty: 5769.179688
	Iteration 77Q: 3 clusters Score -1.348129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -13481295.000000 Penalty: 5769.179688
	Iteration 78Q: 3 clusters Score -1.34813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -13481295.000000 Penalty: 5769.179688
	Iteration 79Q: 3 clusters Score -1.34813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -13481295.000000 Penalty: 5769.179688
	Iteration 80F: 3 clusters Score -1.34813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -13481288.000000 Penalty: 5769.179688
	Iteration 81Q: 3 clusters Score -1.348129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 111280 members 
Entering Unmasked Estep 
Score: -13481290.000000 Penalty: 5769.179688
	Iteration 82Q: 3 clusters Score -1.348129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 111280 members 
Entering Unmasked Estep 
Score: -13481290.000000 Penalty: 5769.179688
	Iteration 83F: 3 clusters Score -1.348129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -590289.437500 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -590289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -585562.750000 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -585562.8 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -586837.000000 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -586837 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -587217.437500 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -587217.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -587601.312500 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -587601.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -587971.375000 Penalty: 4264.167969
	Iteration 4F: 3 clusters Score -587971.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -588336.500000 Penalty: 4264.167969
	Iteration 5F: 3 clusters Score -588336.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -588632.312500 Penalty: 4264.167969
	Iteration 6F: 3 clusters Score -588632.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -588876.187500 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -588876.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -589077.562500 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -589077.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -589255.875000 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -589255.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -589429.000000 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -589429 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -589593.125000 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -589593.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -589759.875000 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -589759.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -589910.562500 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -589910.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -590026.687500 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -590026.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -590112.875000 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -590112.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -590168.250000 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -590168.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -590197.000000 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -590197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -590210.312500 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -590210.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -590222.875000 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -590222.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -590232.500000 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -590232.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -590240.500000 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -590240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -590242.750000 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -590242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -590245.000000 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -590245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -590244.312500 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -590244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -590245.750000 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -590245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -590247.312500 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -590247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -590247.937500 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -590247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -590247.937500 Penalty: 4264.167969
	Iteration 28F: 3 clusters Score -590247.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115866 members 
Entering Unmasked Estep 
Score: -13743960.000000 Penalty: 2891.727051
	Iteration 0F: 2 clusters Score -1.374396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -13666548.000000 Penalty: 5783.454102
	Iteration 0F: 3 clusters Score -1.366655e+07 nChanged 55087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -13698317.000000 Penalty: 5783.454102
	Iteration 1F: 3 clusters Score -1.369832e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -13699345.000000 Penalty: 5783.454102
	Iteration 2Q: 3 clusters Score -1.369934e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -13700857.000000 Penalty: 5783.454102
	Iteration 3Q: 3 clusters Score -1.370086e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -13702547.000000 Penalty: 5783.454102
	Iteration 4Q: 3 clusters Score -1.370255e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -13704468.000000 Penalty: 5783.454102
	Iteration 5Q: 3 clusters Score -1.370447e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -13706850.000000 Penalty: 5783.454102
	Iteration 6Q: 3 clusters Score -1.370685e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -13709972.000000 Penalty: 5783.454102
	Iteration 7Q: 3 clusters Score -1.370997e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -13713594.000000 Penalty: 5783.454102
	Iteration 8F: 3 clusters Score -1.371359e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -13717944.000000 Penalty: 5783.454102
	Iteration 9F: 3 clusters Score -1.371794e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -13722576.000000 Penalty: 5783.454102
	Iteration 10F: 3 clusters Score -1.372258e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -13726453.000000 Penalty: 5783.454102
	Iteration 11Q: 3 clusters Score -1.372645e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -13729250.000000 Penalty: 5783.454102
	Iteration 12Q: 3 clusters Score -1.372925e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -13730847.000000 Penalty: 5783.454102
	Iteration 13Q: 3 clusters Score -1.373085e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -13732161.000000 Penalty: 5783.454102
	Iteration 14Q: 3 clusters Score -1.373216e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -13733172.000000 Penalty: 5783.454102
	Iteration 15Q: 3 clusters Score -1.373317e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -13734134.000000 Penalty: 5783.454102
	Iteration 16Q: 3 clusters Score -1.373413e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -13735038.000000 Penalty: 5783.454102
	Iteration 17Q: 3 clusters Score -1.373504e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -13735824.000000 Penalty: 5783.454102
	Iteration 18Q: 3 clusters Score -1.373582e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -13736644.000000 Penalty: 5783.454102
	Iteration 19Q: 3 clusters Score -1.373664e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -13737433.000000 Penalty: 5783.454102
	Iteration 20F: 3 clusters Score -1.373743e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -13738130.000000 Penalty: 5783.454102
	Iteration 21Q: 3 clusters Score -1.373813e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -13738773.000000 Penalty: 5783.454102
	Iteration 22Q: 3 clusters Score -1.373877e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -13739326.000000 Penalty: 5783.454102
	Iteration 23Q: 3 clusters Score -1.373933e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 109586 members 
Entering Unmasked Estep 
Score: -13739765.000000 Penalty: 5783.454102
	Iteration 24Q: 3 clusters Score -1.373976e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 110404 members 
Entering Unmasked Estep 
Score: -13740145.000000 Penalty: 5783.454102
	Iteration 25Q: 3 clusters Score -1.374014e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -13740504.000000 Penalty: 5783.454102
	Iteration 26Q: 3 clusters Score -1.37405e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 111680 members 
Entering Unmasked Estep 
Score: -13740738.000000 Penalty: 5783.454102
	Iteration 27Q: 3 clusters Score -1.374074e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -13740942.000000 Penalty: 5783.454102
	Iteration 28Q: 3 clusters Score -1.374094e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -13741099.000000 Penalty: 5783.454102
	Iteration 29Q: 3 clusters Score -1.37411e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 112815 members 
Entering Unmasked Estep 
Score: -13741237.000000 Penalty: 5783.454102
	Iteration 30Q: 3 clusters Score -1.374124e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -13741384.000000 Penalty: 5783.454102
	Iteration 31Q: 3 clusters Score -1.374138e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 113231 members 
Entering Unmasked Estep 
Score: -13741448.000000 Penalty: 5783.454102
	Iteration 32Q: 3 clusters Score -1.374145e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 113376 members 
Entering Unmasked Estep 
Score: -13741550.000000 Penalty: 5783.454102
	Iteration 33Q: 3 clusters Score -1.374155e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -13741618.000000 Penalty: 5783.454102
	Iteration 34Q: 3 clusters Score -1.374162e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 113562 members 
Entering Unmasked Estep 
Score: -13741649.000000 Penalty: 5783.454102
	Iteration 35Q: 3 clusters Score -1.374165e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -13741649.000000 Penalty: 5783.454102
	Iteration 36Q: 3 clusters Score -1.374165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -13741688.000000 Penalty: 5783.454102
	Iteration 37Q: 3 clusters Score -1.374169e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -13741675.000000 Penalty: 5783.454102
	Iteration 38Q: 3 clusters Score -1.374168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -13741720.000000 Penalty: 5783.454102
	Iteration 39Q: 3 clusters Score -1.374172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -13741757.000000 Penalty: 5783.454102
	Iteration 40F: 3 clusters Score -1.374176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -13741765.000000 Penalty: 5783.454102
	Iteration 41Q: 3 clusters Score -1.374176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -13741781.000000 Penalty: 5783.454102
	Iteration 42Q: 3 clusters Score -1.374178e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -13741774.000000 Penalty: 5783.454102
	Iteration 43Q: 3 clusters Score -1.374177e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -13741790.000000 Penalty: 5783.454102
	Iteration 44Q: 3 clusters Score -1.374179e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -13741801.000000 Penalty: 5783.454102
	Iteration 45Q: 3 clusters Score -1.37418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 113948 members 
Entering Unmasked Estep 
Score: -13741819.000000 Penalty: 5783.454102
	Iteration 46Q: 3 clusters Score -1.374182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -13741835.000000 Penalty: 5783.454102
	Iteration 47Q: 3 clusters Score -1.374184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 113975 members 
Entering Unmasked Estep 
Score: -13741851.000000 Penalty: 5783.454102
	Iteration 48Q: 3 clusters Score -1.374185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -13741854.000000 Penalty: 5783.454102
	Iteration 49Q: 3 clusters Score -1.374185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -13741868.000000 Penalty: 5783.454102
	Iteration 50Q: 3 clusters Score -1.374187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -13741874.000000 Penalty: 5783.454102
	Iteration 51Q: 3 clusters Score -1.374187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -13741869.000000 Penalty: 5783.454102
	Iteration 52Q: 3 clusters Score -1.374187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -13741887.000000 Penalty: 5783.454102
	Iteration 53Q: 3 clusters Score -1.374189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -13741895.000000 Penalty: 5783.454102
	Iteration 54Q: 3 clusters Score -1.37419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 114056 members 
Entering Unmasked Estep 
Score: -13741896.000000 Penalty: 5783.454102
	Iteration 55Q: 3 clusters Score -1.37419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -13741894.000000 Penalty: 5783.454102
	Iteration 56Q: 3 clusters Score -1.374189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 114066 members 
Entering Unmasked Estep 
Score: -13741915.000000 Penalty: 5783.454102
	Iteration 57Q: 3 clusters Score -1.374192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 114076 members 
Entering Unmasked Estep 
Score: -13741902.000000 Penalty: 5783.454102
	Iteration 58Q: 3 clusters Score -1.37419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -13741904.000000 Penalty: 5783.454102
	Iteration 59Q: 3 clusters Score -1.37419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -13741914.000000 Penalty: 5783.454102
	Iteration 60F: 3 clusters Score -1.374191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 114094 members 
Entering Unmasked Estep 
Score: -13741928.000000 Penalty: 5783.454102
	Iteration 61Q: 3 clusters Score -1.374193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -13741929.000000 Penalty: 5783.454102
	Iteration 62Q: 3 clusters Score -1.374193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -13741932.000000 Penalty: 5783.454102
	Iteration 63Q: 3 clusters Score -1.374193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 114110 members 
Entering Unmasked Estep 
Score: -13741927.000000 Penalty: 5783.454102
	Iteration 64Q: 3 clusters Score -1.374193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 114119 members 
Entering Unmasked Estep 
Score: -13741925.000000 Penalty: 5783.454102
	Iteration 65Q: 3 clusters Score -1.374192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 114129 members 
Entering Unmasked Estep 
Score: -13741941.000000 Penalty: 5783.454102
	Iteration 66Q: 3 clusters Score -1.374194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 114138 members 
Entering Unmasked Estep 
Score: -13741938.000000 Penalty: 5783.454102
	Iteration 67Q: 3 clusters Score -1.374194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -13741937.000000 Penalty: 5783.454102
	Iteration 68Q: 3 clusters Score -1.374194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -13741932.000000 Penalty: 5783.454102
	Iteration 69Q: 3 clusters Score -1.374193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -13741929.000000 Penalty: 5783.454102
	Iteration 70Q: 3 clusters Score -1.374193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 114162 members 
Entering Unmasked Estep 
Score: -13741931.000000 Penalty: 5783.454102
	Iteration 71Q: 3 clusters Score -1.374193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -13741927.000000 Penalty: 5783.454102
	Iteration 72Q: 3 clusters Score -1.374193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
Score: -13741947.000000 Penalty: 5783.454102
	Iteration 73Q: 3 clusters Score -1.374195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -13741946.000000 Penalty: 5783.454102
	Iteration 74Q: 3 clusters Score -1.374195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 114189 members 
Entering Unmasked Estep 
Score: -13741945.000000 Penalty: 5783.454102
	Iteration 75Q: 3 clusters Score -1.374194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -13741947.000000 Penalty: 5783.454102
	Iteration 76Q: 3 clusters Score -1.374195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 114196 members 
Entering Unmasked Estep 
Score: -13741946.000000 Penalty: 5783.454102
	Iteration 77Q: 3 clusters Score -1.374195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -13741958.000000 Penalty: 5783.454102
	Iteration 78Q: 3 clusters Score -1.374196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 114197 members 
Entering Unmasked Estep 
Score: -13741960.000000 Penalty: 5783.454102
	Iteration 79Q: 3 clusters Score -1.374196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -13741960.000000 Penalty: 5783.454102
	Iteration 80F: 3 clusters Score -1.374196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -13741958.000000 Penalty: 5783.454102
	Iteration 81Q: 3 clusters Score -1.374196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -13741958.000000 Penalty: 5783.454102
	Iteration 82F: 3 clusters Score -1.374196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (257871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257871 members 
Entering Unmasked Estep 
Score: -30212814.000000 Penalty: 3090.133301
	Iteration 0F: 2 clusters Score -3.021281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128796 members 
Mstep: Class 2 contains 129075 members 
Entering Unmasked Estep 
Score: -30040008.000000 Penalty: 6180.266602
	Iteration 0F: 3 clusters Score -3.004001e+07 nChanged 124727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124861 members 
Mstep: Class 2 contains 133010 members 
Entering Unmasked Estep 
Score: -30113766.000000 Penalty: 6180.266602
	Iteration 1F: 3 clusters Score -3.011377e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Mstep: Class 2 contains 135703 members 
Entering Unmasked Estep 
Score: -30115436.000000 Penalty: 6180.266602
	Iteration 2Q: 3 clusters Score -3.011544e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117966 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -30117998.000000 Penalty: 6180.266602
	Iteration 3Q: 3 clusters Score -3.0118e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 146305 members 
Entering Unmasked Estep 
Score: -30121588.000000 Penalty: 6180.266602
	Iteration 4Q: 3 clusters Score -3.012159e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 155775 members 
Entering Unmasked Estep 
Score: -30127208.000000 Penalty: 6180.266602
	Iteration 5Q: 3 clusters Score -3.012721e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 169150 members 
Entering Unmasked Estep 
Score: -30136166.000000 Penalty: 6180.266602
	Iteration 6F: 3 clusters Score -3.013617e+07 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 186463 members 
Entering Unmasked Estep 
Score: -30149540.000000 Penalty: 6180.266602
	Iteration 7F: 3 clusters Score -3.014954e+07 nChanged 20272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 206125 members 
Entering Unmasked Estep 
Score: -30166266.000000 Penalty: 6180.266602
	Iteration 8F: 3 clusters Score -3.016627e+07 nChanged 18705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 224662 members 
Entering Unmasked Estep 
Score: -30182772.000000 Penalty: 6180.266602
	Iteration 9F: 3 clusters Score -3.018277e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 239215 members 
Entering Unmasked Estep 
Score: -30196172.000000 Penalty: 6180.266602
	Iteration 10F: 3 clusters Score -3.019617e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 248353 members 
Entering Unmasked Estep 
Score: -30204020.000000 Penalty: 6180.266602
	Iteration 11Q: 3 clusters Score -3.020402e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 253061 members 
Entering Unmasked Estep 
Score: -30207870.000000 Penalty: 6180.266602
	Iteration 12Q: 3 clusters Score -3.020787e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 255133 members 
Entering Unmasked Estep 
Score: -30209506.000000 Penalty: 6180.266602
	Iteration 13Q: 3 clusters Score -3.020951e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 256004 members 
Entering Unmasked Estep 
Score: -30210134.000000 Penalty: 6180.266602
	Iteration 14Q: 3 clusters Score -3.021013e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 256421 members 
Entering Unmasked Estep 
Score: -30210472.000000 Penalty: 6180.266602
	Iteration 15Q: 3 clusters Score -3.021047e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 256620 members 
Entering Unmasked Estep 
Score: -30210658.000000 Penalty: 6180.266602
	Iteration 16Q: 3 clusters Score -3.021066e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 256723 members 
Entering Unmasked Estep 
Score: -30210718.000000 Penalty: 6180.266602
	Iteration 17Q: 3 clusters Score -3.021072e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 256789 members 
Entering Unmasked Estep 
Score: -30210740.000000 Penalty: 6180.266602
	Iteration 18Q: 3 clusters Score -3.021074e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 256833 members 
Entering Unmasked Estep 
Score: -30210804.000000 Penalty: 6180.266602
	Iteration 19Q: 3 clusters Score -3.02108e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 256875 members 
Entering Unmasked Estep 
Score: -30210836.000000 Penalty: 6180.266602
	Iteration 20F: 3 clusters Score -3.021084e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 256907 members 
Entering Unmasked Estep 
Score: -30210828.000000 Penalty: 6180.266602
	Iteration 21Q: 3 clusters Score -3.021083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 256915 members 
Entering Unmasked Estep 
Score: -30210876.000000 Penalty: 6180.266602
	Iteration 22Q: 3 clusters Score -3.021088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 256932 members 
Entering Unmasked Estep 
Score: -30210894.000000 Penalty: 6180.266602
	Iteration 23Q: 3 clusters Score -3.021089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 256939 members 
Entering Unmasked Estep 
Score: -30210896.000000 Penalty: 6180.266602
	Iteration 24Q: 3 clusters Score -3.02109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 256947 members 
Entering Unmasked Estep 
Score: -30210918.000000 Penalty: 6180.266602
	Iteration 25Q: 3 clusters Score -3.021092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 256954 members 
Entering Unmasked Estep 
Score: -30210924.000000 Penalty: 6180.266602
	Iteration 26Q: 3 clusters Score -3.021092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 256958 members 
Entering Unmasked Estep 
Score: -30210912.000000 Penalty: 6180.266602
	Iteration 27Q: 3 clusters Score -3.021091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 256958 members 
Entering Unmasked Estep 
Score: -30210910.000000 Penalty: 6180.266602
	Iteration 28Q: 3 clusters Score -3.021091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 256959 members 
Entering Unmasked Estep 
Score: -30210898.000000 Penalty: 6180.266602
	Iteration 29Q: 3 clusters Score -3.02109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 256959 members 
Entering Unmasked Estep 
Score: -30210898.000000 Penalty: 6180.266602
	Iteration 30F: 3 clusters Score -3.02109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Entering Unmasked Estep 
Score: -3481725.500000 Penalty: 2567.797363
	Iteration 0F: 2 clusters Score -3481726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3460324.750000 Penalty: 5135.594727
	Iteration 0F: 3 clusters Score -3460325 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3468568.750000 Penalty: 5135.594727
	Iteration 1F: 3 clusters Score -3468569 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3469627.000000 Penalty: 5135.594727
	Iteration 2F: 3 clusters Score -3469627 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3470887.000000 Penalty: 5135.594727
	Iteration 3F: 3 clusters Score -3470887 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3472204.000000 Penalty: 5135.594727
	Iteration 4F: 3 clusters Score -3472204 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3473442.000000 Penalty: 5135.594727
	Iteration 5F: 3 clusters Score -3473442 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3474510.000000 Penalty: 5135.594727
	Iteration 6F: 3 clusters Score -3474510 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3475317.750000 Penalty: 5135.594727
	Iteration 7Q: 3 clusters Score -3475318 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3476048.250000 Penalty: 5135.594727
	Iteration 8Q: 3 clusters Score -3476048 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3476737.250000 Penalty: 5135.594727
	Iteration 9Q: 3 clusters Score -3476737 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3477370.750000 Penalty: 5135.594727
	Iteration 10Q: 3 clusters Score -3477371 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3478048.000000 Penalty: 5135.594727
	Iteration 11Q: 3 clusters Score -3478048 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3478742.250000 Penalty: 5135.594727
	Iteration 12Q: 3 clusters Score -3478742 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3479340.250000 Penalty: 5135.594727
	Iteration 13Q: 3 clusters Score -3479340 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3479900.000000 Penalty: 5135.594727
	Iteration 14Q: 3 clusters Score -3479900 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3480301.750000 Penalty: 5135.594727
	Iteration 15Q: 3 clusters Score -3480302 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3480634.250000 Penalty: 5135.594727
	Iteration 16Q: 3 clusters Score -3480634 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3480912.750000 Penalty: 5135.594727
	Iteration 17Q: 3 clusters Score -3480913 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3481100.750000 Penalty: 5135.594727
	Iteration 18Q: 3 clusters Score -3481101 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3481261.000000 Penalty: 5135.594727
	Iteration 19Q: 3 clusters Score -3481261 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3481366.500000 Penalty: 5135.594727
	Iteration 20F: 3 clusters Score -3481366 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3481458.750000 Penalty: 5135.594727
	Iteration 21Q: 3 clusters Score -3481459 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3481543.250000 Penalty: 5135.594727
	Iteration 22Q: 3 clusters Score -3481543 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3481601.500000 Penalty: 5135.594727
	Iteration 23Q: 3 clusters Score -3481602 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3481665.500000 Penalty: 5135.594727
	Iteration 24Q: 3 clusters Score -3481666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3481739.750000 Penalty: 5135.594727
	Iteration 25Q: 3 clusters Score -3481740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3481800.750000 Penalty: 5135.594727
	Iteration 26Q: 3 clusters Score -3481801 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3481842.750000 Penalty: 5135.594727
	Iteration 27Q: 3 clusters Score -3481843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3481877.250000 Penalty: 5135.594727
	Iteration 28Q: 3 clusters Score -3481877 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3481913.000000 Penalty: 5135.594727
	Iteration 29Q: 3 clusters Score -3481913 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3481960.500000 Penalty: 5135.594727
	Iteration 30Q: 3 clusters Score -3481960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3481993.000000 Penalty: 5135.594727
	Iteration 31Q: 3 clusters Score -3481993 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3482020.500000 Penalty: 5135.594727
	Iteration 32Q: 3 clusters Score -3482020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3482045.500000 Penalty: 5135.594727
	Iteration 33Q: 3 clusters Score -3482046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3482061.250000 Penalty: 5135.594727
	Iteration 34Q: 3 clusters Score -3482061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3482062.250000 Penalty: 5135.594727
	Iteration 35Q: 3 clusters Score -3482062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3482068.000000 Penalty: 5135.594727
	Iteration 36Q: 3 clusters Score -3482068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3482077.750000 Penalty: 5135.594727
	Iteration 37Q: 3 clusters Score -3482078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3482077.500000 Penalty: 5135.594727
	Iteration 38Q: 3 clusters Score -3482078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3482081.500000 Penalty: 5135.594727
	Iteration 39Q: 3 clusters Score -3482082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3482099.000000 Penalty: 5135.594727
	Iteration 40F: 3 clusters Score -3482099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3482097.250000 Penalty: 5135.594727
	Iteration 41Q: 3 clusters Score -3482097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3482106.750000 Penalty: 5135.594727
	Iteration 42Q: 3 clusters Score -3482107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3482090.250000 Penalty: 5135.594727
	Iteration 43Q: 3 clusters Score -3482090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3482094.250000 Penalty: 5135.594727
	Iteration 44Q: 3 clusters Score -3482094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3482090.000000 Penalty: 5135.594727
	Iteration 45Q: 3 clusters Score -3482090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3482090.000000 Penalty: 5135.594727
	Iteration 46Q: 3 clusters Score -3482090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3482086.000000 Penalty: 5135.594727
	Iteration 47Q: 3 clusters Score -3482086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3482080.500000 Penalty: 5135.594727
	Iteration 48Q: 3 clusters Score -3482080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3482081.750000 Penalty: 5135.594727
	Iteration 49Q: 3 clusters Score -3482082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3482077.250000 Penalty: 5135.594727
	Iteration 50Q: 3 clusters Score -3482077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3482083.000000 Penalty: 5135.594727
	Iteration 51Q: 3 clusters Score -3482083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3482084.750000 Penalty: 5135.594727
	Iteration 52Q: 3 clusters Score -3482085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3482087.500000 Penalty: 5135.594727
	Iteration 53Q: 3 clusters Score -3482088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3482087.750000 Penalty: 5135.594727
	Iteration 54Q: 3 clusters Score -3482088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3482087.750000 Penalty: 5135.594727
	Iteration 55F: 3 clusters Score -3482088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 179769 members 
Mstep: Class 4 contains 118235 members 
Mstep: Class 5 contains 33836 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 175132 members 
Mstep: Class 9 contains 112579 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 115866 members 
Mstep: Class 12 contains 257871 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 93382 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 84040 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 26054 members 
Mstep: Class 22 contains 171293 members 
Mstep: Class 23 contains 45191 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 32383 members 
Mstep: Class 26 contains 30960 members 
Mstep: Class 27 contains 72910 members 
Mstep: Class 28 contains 10099 members 
Mstep: Class 29 contains 5194 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 20970 members 
Entering Unmasked Estep 
Score: -205528336.000000 Penalty: 114238.593750
Splitting cluster 13 changes total score from -205528720.000000 to -205528336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (93382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Entering Unmasked Estep 
Score: -11395127.000000 Penalty: 2838.224609
	Iteration 0F: 2 clusters Score -1.139513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -11332576.000000 Penalty: 5676.449219
	Iteration 0F: 3 clusters Score -1.133258e+07 nChanged 44188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -11358563.000000 Penalty: 5676.449219
	Iteration 1F: 3 clusters Score -1.135856e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -11359869.000000 Penalty: 5676.449219
	Iteration 2Q: 3 clusters Score -1.135987e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -11362054.000000 Penalty: 5676.449219
	Iteration 3F: 3 clusters Score -1.136205e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -11364924.000000 Penalty: 5676.449219
	Iteration 4F: 3 clusters Score -1.136492e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -11368620.000000 Penalty: 5676.449219
	Iteration 5F: 3 clusters Score -1.136862e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -11372878.000000 Penalty: 5676.449219
	Iteration 6F: 3 clusters Score -1.137288e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -11376744.000000 Penalty: 5676.449219
	Iteration 7F: 3 clusters Score -1.137674e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -11380093.000000 Penalty: 5676.449219
	Iteration 8F: 3 clusters Score -1.138009e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -11382766.000000 Penalty: 5676.449219
	Iteration 9Q: 3 clusters Score -1.138277e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -11385336.000000 Penalty: 5676.449219
	Iteration 10Q: 3 clusters Score -1.138534e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -11387565.000000 Penalty: 5676.449219
	Iteration 11Q: 3 clusters Score -1.138756e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -11389610.000000 Penalty: 5676.449219
	Iteration 12Q: 3 clusters Score -1.138961e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90433 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -11390916.000000 Penalty: 5676.449219
	Iteration 13Q: 3 clusters Score -1.139092e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11391850.000000 Penalty: 5676.449219
	Iteration 14Q: 3 clusters Score -1.139185e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11392240.000000 Penalty: 5676.449219
	Iteration 15Q: 3 clusters Score -1.139224e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11392441.000000 Penalty: 5676.449219
	Iteration 16Q: 3 clusters Score -1.139244e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11392595.000000 Penalty: 5676.449219
	Iteration 17Q: 3 clusters Score -1.13926e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11392665.000000 Penalty: 5676.449219
	Iteration 18Q: 3 clusters Score -1.139266e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11392709.000000 Penalty: 5676.449219
	Iteration 19Q: 3 clusters Score -1.139271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11392746.000000 Penalty: 5676.449219
	Iteration 20F: 3 clusters Score -1.139275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11392740.000000 Penalty: 5676.449219
	Iteration 21Q: 3 clusters Score -1.139274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11392749.000000 Penalty: 5676.449219
	Iteration 22Q: 3 clusters Score -1.139275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11392745.000000 Penalty: 5676.449219
	Iteration 23Q: 3 clusters Score -1.139274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11392764.000000 Penalty: 5676.449219
	Iteration 24Q: 3 clusters Score -1.139276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11392772.000000 Penalty: 5676.449219
	Iteration 25Q: 3 clusters Score -1.139277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11392774.000000 Penalty: 5676.449219
	Iteration 26Q: 3 clusters Score -1.139277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11392787.000000 Penalty: 5676.449219
	Iteration 27Q: 3 clusters Score -1.139279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11392787.000000 Penalty: 5676.449219
	Iteration 28Q: 3 clusters Score -1.139279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11392798.000000 Penalty: 5676.449219
	Iteration 29Q: 3 clusters Score -1.13928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11392793.000000 Penalty: 5676.449219
	Iteration 30Q: 3 clusters Score -1.139279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11392810.000000 Penalty: 5676.449219
	Iteration 31Q: 3 clusters Score -1.139281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11392806.000000 Penalty: 5676.449219
	Iteration 32Q: 3 clusters Score -1.139281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11392812.000000 Penalty: 5676.449219
	Iteration 33Q: 3 clusters Score -1.139281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11392810.000000 Penalty: 5676.449219
	Iteration 34Q: 3 clusters Score -1.139281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11392811.000000 Penalty: 5676.449219
	Iteration 35Q: 3 clusters Score -1.139281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11392808.000000 Penalty: 5676.449219
	Iteration 36Q: 3 clusters Score -1.139281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11392808.000000 Penalty: 5676.449219
	Iteration 37F: 3 clusters Score -1.139281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Entering Unmasked Estep 
Score: -1836053.500000 Penalty: 2403.423096
	Iteration 0F: 2 clusters Score -1836054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1824452.625000 Penalty: 4806.846191
	Iteration 0F: 3 clusters Score -1824453 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1828319.125000 Penalty: 4806.846191
	Iteration 1F: 3 clusters Score -1828319 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1828836.500000 Penalty: 4806.846191
	Iteration 2F: 3 clusters Score -1828836 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1829341.375000 Penalty: 4806.846191
	Iteration 3F: 3 clusters Score -1829341 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1829882.375000 Penalty: 4806.846191
	Iteration 4F: 3 clusters Score -1829882 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1830538.125000 Penalty: 4806.846191
	Iteration 5F: 3 clusters Score -1830538 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1831269.250000 Penalty: 4806.846191
	Iteration 6F: 3 clusters Score -1831269 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1831932.750000 Penalty: 4806.846191
	Iteration 7F: 3 clusters Score -1831933 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1832487.625000 Penalty: 4806.846191
	Iteration 8F: 3 clusters Score -1832488 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1832886.000000 Penalty: 4806.846191
	Iteration 9Q: 3 clusters Score -1832886 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1833095.750000 Penalty: 4806.846191
	Iteration 10Q: 3 clusters Score -1833096 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1833236.750000 Penalty: 4806.846191
	Iteration 11Q: 3 clusters Score -1833237 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1833322.875000 Penalty: 4806.846191
	Iteration 12Q: 3 clusters Score -1833323 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1833392.500000 Penalty: 4806.846191
	Iteration 13Q: 3 clusters Score -1833392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1833462.625000 Penalty: 4806.846191
	Iteration 14Q: 3 clusters Score -1833463 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1833517.625000 Penalty: 4806.846191
	Iteration 15Q: 3 clusters Score -1833518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1833551.250000 Penalty: 4806.846191
	Iteration 16Q: 3 clusters Score -1833551 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1833586.500000 Penalty: 4806.846191
	Iteration 17Q: 3 clusters Score -1833586 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1833619.250000 Penalty: 4806.846191
	Iteration 18Q: 3 clusters Score -1833619 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1833642.875000 Penalty: 4806.846191
	Iteration 19Q: 3 clusters Score -1833643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1833660.250000 Penalty: 4806.846191
	Iteration 20F: 3 clusters Score -1833660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1833679.125000 Penalty: 4806.846191
	Iteration 21Q: 3 clusters Score -1833679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1833684.750000 Penalty: 4806.846191
	Iteration 22Q: 3 clusters Score -1833685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1833695.875000 Penalty: 4806.846191
	Iteration 23Q: 3 clusters Score -1833696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1833695.000000 Penalty: 4806.846191
	Iteration 24Q: 3 clusters Score -1833695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1833704.000000 Penalty: 4806.846191
	Iteration 25Q: 3 clusters Score -1833704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1833711.125000 Penalty: 4806.846191
	Iteration 26Q: 3 clusters Score -1833711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1833720.625000 Penalty: 4806.846191
	Iteration 27Q: 3 clusters Score -1833721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1833728.500000 Penalty: 4806.846191
	Iteration 28Q: 3 clusters Score -1833728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1833739.375000 Penalty: 4806.846191
	Iteration 29Q: 3 clusters Score -1833739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1833746.250000 Penalty: 4806.846191
	Iteration 30Q: 3 clusters Score -1833746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1833758.875000 Penalty: 4806.846191
	Iteration 31Q: 3 clusters Score -1833759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1833764.750000 Penalty: 4806.846191
	Iteration 32Q: 3 clusters Score -1833765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1833777.500000 Penalty: 4806.846191
	Iteration 33Q: 3 clusters Score -1833778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1833788.375000 Penalty: 4806.846191
	Iteration 34Q: 3 clusters Score -1833788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1833804.750000 Penalty: 4806.846191
	Iteration 35Q: 3 clusters Score -1833805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1833815.500000 Penalty: 4806.846191
	Iteration 36Q: 3 clusters Score -1833816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1833819.875000 Penalty: 4806.846191
	Iteration 37Q: 3 clusters Score -1833820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1833832.125000 Penalty: 4806.846191
	Iteration 38Q: 3 clusters Score -1833832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1833837.875000 Penalty: 4806.846191
	Iteration 39Q: 3 clusters Score -1833838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1833851.250000 Penalty: 4806.846191
	Iteration 40F: 3 clusters Score -1833851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1833860.250000 Penalty: 4806.846191
	Iteration 41Q: 3 clusters Score -1833860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1833870.250000 Penalty: 4806.846191
	Iteration 42Q: 3 clusters Score -1833870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1833875.375000 Penalty: 4806.846191
	Iteration 43Q: 3 clusters Score -1833875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1833881.625000 Penalty: 4806.846191
	Iteration 44Q: 3 clusters Score -1833882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1833893.750000 Penalty: 4806.846191
	Iteration 45Q: 3 clusters Score -1833894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1833895.375000 Penalty: 4806.846191
	Iteration 46Q: 3 clusters Score -1833895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1833907.750000 Penalty: 4806.846191
	Iteration 47Q: 3 clusters Score -1833908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1833912.750000 Penalty: 4806.846191
	Iteration 48Q: 3 clusters Score -1833913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1833914.500000 Penalty: 4806.846191
	Iteration 49Q: 3 clusters Score -1833914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1833920.750000 Penalty: 4806.846191
	Iteration 50Q: 3 clusters Score -1833921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1833932.500000 Penalty: 4806.846191
	Iteration 51Q: 3 clusters Score -1833932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1833946.125000 Penalty: 4806.846191
	Iteration 52Q: 3 clusters Score -1833946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1833948.500000 Penalty: 4806.846191
	Iteration 53Q: 3 clusters Score -1833948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1833962.125000 Penalty: 4806.846191
	Iteration 54Q: 3 clusters Score -1833962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1833970.875000 Penalty: 4806.846191
	Iteration 55Q: 3 clusters Score -1833971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1833978.125000 Penalty: 4806.846191
	Iteration 56Q: 3 clusters Score -1833978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1833984.500000 Penalty: 4806.846191
	Iteration 57Q: 3 clusters Score -1833984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1833995.750000 Penalty: 4806.846191
	Iteration 58Q: 3 clusters Score -1833996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1833996.375000 Penalty: 4806.846191
	Iteration 59Q: 3 clusters Score -1833996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1834003.625000 Penalty: 4806.846191
	Iteration 60F: 3 clusters Score -1834004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1834010.625000 Penalty: 4806.846191
	Iteration 61Q: 3 clusters Score -1834011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1834016.125000 Penalty: 4806.846191
	Iteration 62Q: 3 clusters Score -1834016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1834028.000000 Penalty: 4806.846191
	Iteration 63Q: 3 clusters Score -1834028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1834028.250000 Penalty: 4806.846191
	Iteration 64Q: 3 clusters Score -1834028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1834038.000000 Penalty: 4806.846191
	Iteration 65Q: 3 clusters Score -1834038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1834040.750000 Penalty: 4806.846191
	Iteration 66Q: 3 clusters Score -1834041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1834047.875000 Penalty: 4806.846191
	Iteration 67Q: 3 clusters Score -1834048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1834053.375000 Penalty: 4806.846191
	Iteration 68Q: 3 clusters Score -1834053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1834053.250000 Penalty: 4806.846191
	Iteration 69Q: 3 clusters Score -1834053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1834061.000000 Penalty: 4806.846191
	Iteration 70Q: 3 clusters Score -1834061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1834065.500000 Penalty: 4806.846191
	Iteration 71Q: 3 clusters Score -1834066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1834064.375000 Penalty: 4806.846191
	Iteration 72Q: 3 clusters Score -1834064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1834067.375000 Penalty: 4806.846191
	Iteration 73Q: 3 clusters Score -1834067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1834068.500000 Penalty: 4806.846191
	Iteration 74Q: 3 clusters Score -1834068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1834072.750000 Penalty: 4806.846191
	Iteration 75Q: 3 clusters Score -1834073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1834077.500000 Penalty: 4806.846191
	Iteration 76Q: 3 clusters Score -1834078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1834079.125000 Penalty: 4806.846191
	Iteration 77Q: 3 clusters Score -1834079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1834084.125000 Penalty: 4806.846191
	Iteration 78Q: 3 clusters Score -1834084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1834081.875000 Penalty: 4806.846191
	Iteration 79Q: 3 clusters Score -1834082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1834085.500000 Penalty: 4806.846191
	Iteration 80F: 3 clusters Score -1834086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1834093.125000 Penalty: 4806.846191
	Iteration 81Q: 3 clusters Score -1834093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1834095.625000 Penalty: 4806.846191
	Iteration 82Q: 3 clusters Score -1834096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1834099.875000 Penalty: 4806.846191
	Iteration 83Q: 3 clusters Score -1834100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1834100.875000 Penalty: 4806.846191
	Iteration 84Q: 3 clusters Score -1834101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1834104.750000 Penalty: 4806.846191
	Iteration 85Q: 3 clusters Score -1834105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1834105.250000 Penalty: 4806.846191
	Iteration 86Q: 3 clusters Score -1834105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1834105.875000 Penalty: 4806.846191
	Iteration 87Q: 3 clusters Score -1834106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1834110.875000 Penalty: 4806.846191
	Iteration 88Q: 3 clusters Score -1834111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1834115.750000 Penalty: 4806.846191
	Iteration 89Q: 3 clusters Score -1834116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1834122.000000 Penalty: 4806.846191
	Iteration 90Q: 3 clusters Score -1834122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1834123.500000 Penalty: 4806.846191
	Iteration 91Q: 3 clusters Score -1834124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1834123.000000 Penalty: 4806.846191
	Iteration 92Q: 3 clusters Score -1834123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1834129.125000 Penalty: 4806.846191
	Iteration 93Q: 3 clusters Score -1834129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1834128.750000 Penalty: 4806.846191
	Iteration 94Q: 3 clusters Score -1834129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1834131.625000 Penalty: 4806.846191
	Iteration 95Q: 3 clusters Score -1834132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1834136.875000 Penalty: 4806.846191
	Iteration 96Q: 3 clusters Score -1834137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1834138.750000 Penalty: 4806.846191
	Iteration 97Q: 3 clusters Score -1834139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1834141.500000 Penalty: 4806.846191
	Iteration 98Q: 3 clusters Score -1834142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1834144.125000 Penalty: 4806.846191
	Iteration 99Q: 3 clusters Score -1834144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1834145.500000 Penalty: 4806.846191
	Iteration 100F: 3 clusters Score -1834146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1834142.375000 Penalty: 4806.846191
	Iteration 101Q: 3 clusters Score -1834142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1834148.500000 Penalty: 4806.846191
	Iteration 102Q: 3 clusters Score -1834148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1834152.875000 Penalty: 4806.846191
	Iteration 103Q: 3 clusters Score -1834153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1834150.000000 Penalty: 4806.846191
	Iteration 104Q: 3 clusters Score -1834150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1834154.000000 Penalty: 4806.846191
	Iteration 105Q: 3 clusters Score -1834154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1834153.750000 Penalty: 4806.846191
	Iteration 106Q: 3 clusters Score -1834154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1834155.750000 Penalty: 4806.846191
	Iteration 107Q: 3 clusters Score -1834156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1834162.625000 Penalty: 4806.846191
	Iteration 108Q: 3 clusters Score -1834163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1834164.000000 Penalty: 4806.846191
	Iteration 109Q: 3 clusters Score -1834164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1834166.750000 Penalty: 4806.846191
	Iteration 110Q: 3 clusters Score -1834167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1834173.125000 Penalty: 4806.846191
	Iteration 111Q: 3 clusters Score -1834173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1834173.000000 Penalty: 4806.846191
	Iteration 112Q: 3 clusters Score -1834173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1834176.500000 Penalty: 4806.846191
	Iteration 113Q: 3 clusters Score -1834176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1834179.250000 Penalty: 4806.846191
	Iteration 114Q: 3 clusters Score -1834179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1834183.625000 Penalty: 4806.846191
	Iteration 115Q: 3 clusters Score -1834184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1834190.250000 Penalty: 4806.846191
	Iteration 116Q: 3 clusters Score -1834190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1834195.875000 Penalty: 4806.846191
	Iteration 117Q: 3 clusters Score -1834196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1834201.125000 Penalty: 4806.846191
	Iteration 118Q: 3 clusters Score -1834201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1834200.750000 Penalty: 4806.846191
	Iteration 119Q: 3 clusters Score -1834201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1834203.625000 Penalty: 4806.846191
	Iteration 120F: 3 clusters Score -1834204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1834207.875000 Penalty: 4806.846191
	Iteration 121Q: 3 clusters Score -1834208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1834212.000000 Penalty: 4806.846191
	Iteration 122Q: 3 clusters Score -1834212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1834211.000000 Penalty: 4806.846191
	Iteration 123Q: 3 clusters Score -1834211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1834213.375000 Penalty: 4806.846191
	Iteration 124Q: 3 clusters Score -1834213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1834218.125000 Penalty: 4806.846191
	Iteration 125Q: 3 clusters Score -1834218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1834222.250000 Penalty: 4806.846191
	Iteration 126Q: 3 clusters Score -1834222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1834227.750000 Penalty: 4806.846191
	Iteration 127Q: 3 clusters Score -1834228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1834232.500000 Penalty: 4806.846191
	Iteration 128Q: 3 clusters Score -1834232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1834241.125000 Penalty: 4806.846191
	Iteration 129Q: 3 clusters Score -1834241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1834246.375000 Penalty: 4806.846191
	Iteration 130Q: 3 clusters Score -1834246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1834251.375000 Penalty: 4806.846191
	Iteration 131Q: 3 clusters Score -1834251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1834263.000000 Penalty: 4806.846191
	Iteration 132Q: 3 clusters Score -1834263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1834266.875000 Penalty: 4806.846191
	Iteration 133Q: 3 clusters Score -1834267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1834272.750000 Penalty: 4806.846191
	Iteration 134Q: 3 clusters Score -1834273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1834278.250000 Penalty: 4806.846191
	Iteration 135Q: 3 clusters Score -1834278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1834284.250000 Penalty: 4806.846191
	Iteration 136Q: 3 clusters Score -1834284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1834288.375000 Penalty: 4806.846191
	Iteration 137Q: 3 clusters Score -1834288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1834290.875000 Penalty: 4806.846191
	Iteration 138Q: 3 clusters Score -1834291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1834290.875000 Penalty: 4806.846191
	Iteration 139Q: 3 clusters Score -1834291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1834292.250000 Penalty: 4806.846191
	Iteration 140F: 3 clusters Score -1834292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1834293.375000 Penalty: 4806.846191
	Iteration 141Q: 3 clusters Score -1834293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1834298.875000 Penalty: 4806.846191
	Iteration 142Q: 3 clusters Score -1834299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1834297.375000 Penalty: 4806.846191
	Iteration 143Q: 3 clusters Score -1834297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1834298.000000 Penalty: 4806.846191
	Iteration 144Q: 3 clusters Score -1834298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1834299.625000 Penalty: 4806.846191
	Iteration 145Q: 3 clusters Score -1834300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1834298.875000 Penalty: 4806.846191
	Iteration 146Q: 3 clusters Score -1834299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1834299.375000 Penalty: 4806.846191
	Iteration 147Q: 3 clusters Score -1834299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1834301.875000 Penalty: 4806.846191
	Iteration 148Q: 3 clusters Score -1834302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1834301.875000 Penalty: 4806.846191
	Iteration 149F: 3 clusters Score -1834302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Entering Unmasked Estep 
Score: -4682645.000000 Penalty: 2615.557861
	Iteration 0F: 2 clusters Score -4682645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -4656964.500000 Penalty: 5231.115723
	Iteration 0F: 3 clusters Score -4656964 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4666900.500000 Penalty: 5231.115723
	Iteration 1F: 3 clusters Score -4666900 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -4668012.000000 Penalty: 5231.115723
	Iteration 2F: 3 clusters Score -4668012 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4669383.500000 Penalty: 5231.115723
	Iteration 3F: 3 clusters Score -4669384 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -4671101.500000 Penalty: 5231.115723
	Iteration 4F: 3 clusters Score -4671102 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4673435.000000 Penalty: 5231.115723
	Iteration 5F: 3 clusters Score -4673435 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4676042.500000 Penalty: 5231.115723
	Iteration 6F: 3 clusters Score -4676042 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4678231.500000 Penalty: 5231.115723
	Iteration 7F: 3 clusters Score -4678232 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4679611.500000 Penalty: 5231.115723
	Iteration 8Q: 3 clusters Score -4679612 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4680391.000000 Penalty: 5231.115723
	Iteration 9Q: 3 clusters Score -4680391 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4680781.000000 Penalty: 5231.115723
	Iteration 10Q: 3 clusters Score -4680781 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -4680950.000000 Penalty: 5231.115723
	Iteration 11Q: 3 clusters Score -4680950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4681031.000000 Penalty: 5231.115723
	Iteration 12Q: 3 clusters Score -4681031 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4681108.500000 Penalty: 5231.115723
	Iteration 13Q: 3 clusters Score -4681108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4681148.500000 Penalty: 5231.115723
	Iteration 14Q: 3 clusters Score -4681148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4681174.000000 Penalty: 5231.115723
	Iteration 15Q: 3 clusters Score -4681174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4681184.000000 Penalty: 5231.115723
	Iteration 16Q: 3 clusters Score -4681184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4681200.000000 Penalty: 5231.115723
	Iteration 17Q: 3 clusters Score -4681200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4681203.500000 Penalty: 5231.115723
	Iteration 18Q: 3 clusters Score -4681204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4681208.500000 Penalty: 5231.115723
	Iteration 19Q: 3 clusters Score -4681208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -4681203.000000 Penalty: 5231.115723
	Iteration 20F: 3 clusters Score -4681203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -4681206.000000 Penalty: 5231.115723
	Iteration 21Q: 3 clusters Score -4681206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4681203.500000 Penalty: 5231.115723
	Iteration 22Q: 3 clusters Score -4681204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4681209.500000 Penalty: 5231.115723
	Iteration 23Q: 3 clusters Score -4681210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4681202.500000 Penalty: 5231.115723
	Iteration 24Q: 3 clusters Score -4681202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -4681204.000000 Penalty: 5231.115723
	Iteration 25Q: 3 clusters Score -4681204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -4681206.000000 Penalty: 5231.115723
	Iteration 26Q: 3 clusters Score -4681206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -4681209.000000 Penalty: 5231.115723
	Iteration 27Q: 3 clusters Score -4681209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -4681209.500000 Penalty: 5231.115723
	Iteration 28Q: 3 clusters Score -4681210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -4681209.500000 Penalty: 5231.115723
	Iteration 29Q: 3 clusters Score -4681210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -4681209.500000 Penalty: 5231.115723
	Iteration 30Q: 3 clusters Score -4681210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4681205.500000 Penalty: 5231.115723
	Iteration 31Q: 3 clusters Score -4681206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -4681213.500000 Penalty: 5231.115723
	Iteration 32Q: 3 clusters Score -4681214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -4681213.500000 Penalty: 5231.115723
	Iteration 33F: 3 clusters Score -4681214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Entering Unmasked Estep 
Score: -9942860.000000 Penalty: 2812.083984
	Iteration 0F: 2 clusters Score -9942860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -9886834.000000 Penalty: 5624.167969
	Iteration 0F: 3 clusters Score -9886834 nChanged 39386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -9909774.000000 Penalty: 5624.167969
	Iteration 1F: 3 clusters Score -9909774 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -9911098.000000 Penalty: 5624.167969
	Iteration 2Q: 3 clusters Score -9911098 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -9912793.000000 Penalty: 5624.167969
	Iteration 3Q: 3 clusters Score -9912793 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -9914989.000000 Penalty: 5624.167969
	Iteration 4F: 3 clusters Score -9914989 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -9917754.000000 Penalty: 5624.167969
	Iteration 5F: 3 clusters Score -9917754 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -9921216.000000 Penalty: 5624.167969
	Iteration 6F: 3 clusters Score -9921216 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -9925121.000000 Penalty: 5624.167969
	Iteration 7F: 3 clusters Score -9925121 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -9928757.000000 Penalty: 5624.167969
	Iteration 8F: 3 clusters Score -9928757 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -9931951.000000 Penalty: 5624.167969
	Iteration 9F: 3 clusters Score -9931951 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -9934469.000000 Penalty: 5624.167969
	Iteration 10Q: 3 clusters Score -9934469 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -9936472.000000 Penalty: 5624.167969
	Iteration 11Q: 3 clusters Score -9936472 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -9938058.000000 Penalty: 5624.167969
	Iteration 12Q: 3 clusters Score -9938058 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -9939102.000000 Penalty: 5624.167969
	Iteration 13Q: 3 clusters Score -9939102 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9939812.000000 Penalty: 5624.167969
	Iteration 14Q: 3 clusters Score -9939812 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9940183.000000 Penalty: 5624.167969
	Iteration 15Q: 3 clusters Score -9940183 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9940456.000000 Penalty: 5624.167969
	Iteration 16Q: 3 clusters Score -9940456 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9940593.000000 Penalty: 5624.167969
	Iteration 17Q: 3 clusters Score -9940593 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9940713.000000 Penalty: 5624.167969
	Iteration 18Q: 3 clusters Score -9940713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -9940793.000000 Penalty: 5624.167969
	Iteration 19Q: 3 clusters Score -9940793 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9940859.000000 Penalty: 5624.167969
	Iteration 20F: 3 clusters Score -9940859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9940890.000000 Penalty: 5624.167969
	Iteration 21Q: 3 clusters Score -9940890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9940914.000000 Penalty: 5624.167969
	Iteration 22Q: 3 clusters Score -9940914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9940933.000000 Penalty: 5624.167969
	Iteration 23Q: 3 clusters Score -9940933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9940938.000000 Penalty: 5624.167969
	Iteration 24Q: 3 clusters Score -9940938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9940953.000000 Penalty: 5624.167969
	Iteration 25Q: 3 clusters Score -9940953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9940962.000000 Penalty: 5624.167969
	Iteration 26Q: 3 clusters Score -9940962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9940971.000000 Penalty: 5624.167969
	Iteration 27Q: 3 clusters Score -9940971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9940972.000000 Penalty: 5624.167969
	Iteration 28Q: 3 clusters Score -9940972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9940977.000000 Penalty: 5624.167969
	Iteration 29Q: 3 clusters Score -9940977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9940977.000000 Penalty: 5624.167969
	Iteration 30Q: 3 clusters Score -9940977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9940983.000000 Penalty: 5624.167969
	Iteration 31Q: 3 clusters Score -9940983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9940993.000000 Penalty: 5624.167969
	Iteration 32Q: 3 clusters Score -9940993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9941000.000000 Penalty: 5624.167969
	Iteration 33Q: 3 clusters Score -9941000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9941023.000000 Penalty: 5624.167969
	Iteration 34Q: 3 clusters Score -9941023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9941017.000000 Penalty: 5624.167969
	Iteration 35Q: 3 clusters Score -9941017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9941027.000000 Penalty: 5624.167969
	Iteration 36Q: 3 clusters Score -9941027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9941029.000000 Penalty: 5624.167969
	Iteration 37Q: 3 clusters Score -9941029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9941029.000000 Penalty: 5624.167969
	Iteration 38F: 3 clusters Score -9941029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Entering Unmasked Estep 
Score: -2473315.000000 Penalty: 2471.064941
	Iteration 0F: 2 clusters Score -2473315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2458291.250000 Penalty: 4942.129883
	Iteration 0F: 3 clusters Score -2458291 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2463549.250000 Penalty: 4942.129883
	Iteration 1F: 3 clusters Score -2463549 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2464166.000000 Penalty: 4942.129883
	Iteration 2F: 3 clusters Score -2464166 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2464914.250000 Penalty: 4942.129883
	Iteration 3F: 3 clusters Score -2464914 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2465960.750000 Penalty: 4942.129883
	Iteration 4F: 3 clusters Score -2465961 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2467329.500000 Penalty: 4942.129883
	Iteration 5F: 3 clusters Score -2467330 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2468830.250000 Penalty: 4942.129883
	Iteration 6F: 3 clusters Score -2468830 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2470013.000000 Penalty: 4942.129883
	Iteration 7F: 3 clusters Score -2470013 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2470818.500000 Penalty: 4942.129883
	Iteration 8F: 3 clusters Score -2470818 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2471280.250000 Penalty: 4942.129883
	Iteration 9Q: 3 clusters Score -2471280 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2471527.750000 Penalty: 4942.129883
	Iteration 10Q: 3 clusters Score -2471528 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2471685.750000 Penalty: 4942.129883
	Iteration 11Q: 3 clusters Score -2471686 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2471793.500000 Penalty: 4942.129883
	Iteration 12Q: 3 clusters Score -2471794 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2471854.250000 Penalty: 4942.129883
	Iteration 13Q: 3 clusters Score -2471854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2471897.750000 Penalty: 4942.129883
	Iteration 14Q: 3 clusters Score -2471898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2471936.000000 Penalty: 4942.129883
	Iteration 15Q: 3 clusters Score -2471936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2471955.500000 Penalty: 4942.129883
	Iteration 16Q: 3 clusters Score -2471956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2471977.500000 Penalty: 4942.129883
	Iteration 17Q: 3 clusters Score -2471978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2471982.750000 Penalty: 4942.129883
	Iteration 18Q: 3 clusters Score -2471983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2472001.500000 Penalty: 4942.129883
	Iteration 19Q: 3 clusters Score -2472002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2471999.250000 Penalty: 4942.129883
	Iteration 20F: 3 clusters Score -2471999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2472014.000000 Penalty: 4942.129883
	Iteration 21Q: 3 clusters Score -2472014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2472014.000000 Penalty: 4942.129883
	Iteration 22Q: 3 clusters Score -2472014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2472019.500000 Penalty: 4942.129883
	Iteration 23Q: 3 clusters Score -2472020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2472026.500000 Penalty: 4942.129883
	Iteration 24Q: 3 clusters Score -2472026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2472020.750000 Penalty: 4942.129883
	Iteration 25Q: 3 clusters Score -2472021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2472030.500000 Penalty: 4942.129883
	Iteration 26Q: 3 clusters Score -2472030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2472028.000000 Penalty: 4942.129883
	Iteration 27Q: 3 clusters Score -2472028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2472028.500000 Penalty: 4942.129883
	Iteration 28Q: 3 clusters Score -2472028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2472032.250000 Penalty: 4942.129883
	Iteration 29Q: 3 clusters Score -2472032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2472037.500000 Penalty: 4942.129883
	Iteration 30Q: 3 clusters Score -2472038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2472043.000000 Penalty: 4942.129883
	Iteration 31Q: 3 clusters Score -2472043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2472042.750000 Penalty: 4942.129883
	Iteration 32Q: 3 clusters Score -2472043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2472044.000000 Penalty: 4942.129883
	Iteration 33Q: 3 clusters Score -2472044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2472043.750000 Penalty: 4942.129883
	Iteration 34Q: 3 clusters Score -2472044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2472042.750000 Penalty: 4942.129883
	Iteration 35Q: 3 clusters Score -2472043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2472043.000000 Penalty: 4942.129883
	Iteration 36Q: 3 clusters Score -2472043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2472047.250000 Penalty: 4942.129883
	Iteration 37Q: 3 clusters Score -2472047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2472045.250000 Penalty: 4942.129883
	Iteration 38Q: 3 clusters Score -2472045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2472042.750000 Penalty: 4942.129883
	Iteration 39Q: 3 clusters Score -2472043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2472045.000000 Penalty: 4942.129883
	Iteration 40F: 3 clusters Score -2472045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -432792.750000 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -432792.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -428939.718750 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -428939.7 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -429910.750000 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -429910.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -430310.093750 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -430310.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -430634.593750 Penalty: 4100.909180
	Iteration 3F: 3 clusters Score -430634.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430833.562500 Penalty: 4100.909180
	Iteration 4F: 3 clusters Score -430833.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -430988.062500 Penalty: 4100.909180
	Iteration 5Q: 3 clusters Score -430988.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -431116.000000 Penalty: 4100.909180
	Iteration 6Q: 3 clusters Score -431116 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -431228.875000 Penalty: 4100.909180
	Iteration 7Q: 3 clusters Score -431228.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -431332.093750 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -431332.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -431393.312500 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -431393.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -431435.531250 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -431435.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -431464.937500 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -431464.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -431485.375000 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -431485.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -431506.187500 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -431506.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -431529.718750 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -431529.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -431544.781250 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -431544.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -431553.812500 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -431553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -431565.812500 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -431565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -431577.312500 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -431577.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -431589.781250 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -431589.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -431604.531250 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -431604.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -431612.500000 Penalty: 4100.909180
	Iteration 21Q: 3 clusters Score -431612.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -431619.343750 Penalty: 4100.909180
	Iteration 22Q: 3 clusters Score -431619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -431626.062500 Penalty: 4100.909180
	Iteration 23Q: 3 clusters Score -431626.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -431638.000000 Penalty: 4100.909180
	Iteration 24Q: 3 clusters Score -431638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -431642.156250 Penalty: 4100.909180
	Iteration 25Q: 3 clusters Score -431642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -431643.156250 Penalty: 4100.909180
	Iteration 26Q: 3 clusters Score -431643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -431645.437500 Penalty: 4100.909180
	Iteration 27Q: 3 clusters Score -431645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -431647.343750 Penalty: 4100.909180
	Iteration 28Q: 3 clusters Score -431647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -431649.875000 Penalty: 4100.909180
	Iteration 29Q: 3 clusters Score -431649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -431651.781250 Penalty: 4100.909180
	Iteration 30Q: 3 clusters Score -431651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -431654.406250 Penalty: 4100.909180
	Iteration 31Q: 3 clusters Score -431654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -431657.750000 Penalty: 4100.909180
	Iteration 32Q: 3 clusters Score -431657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -431661.468750 Penalty: 4100.909180
	Iteration 33Q: 3 clusters Score -431661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -431665.531250 Penalty: 4100.909180
	Iteration 34Q: 3 clusters Score -431665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -431669.468750 Penalty: 4100.909180
	Iteration 35Q: 3 clusters Score -431669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -431670.812500 Penalty: 4100.909180
	Iteration 36Q: 3 clusters Score -431670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -431671.156250 Penalty: 4100.909180
	Iteration 37Q: 3 clusters Score -431671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -431672.875000 Penalty: 4100.909180
	Iteration 38Q: 3 clusters Score -431672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -431672.906250 Penalty: 4100.909180
	Iteration 39Q: 3 clusters Score -431672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -431674.062500 Penalty: 4100.909180
	Iteration 40F: 3 clusters Score -431674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -431674.312500 Penalty: 4100.909180
	Iteration 41Q: 3 clusters Score -431674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -431674.312500 Penalty: 4100.909180
	Iteration 42F: 3 clusters Score -431674.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -268985.156250 Penalty: 1949.134521
	Iteration 0F: 2 clusters Score -268985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266158.875000 Penalty: 3898.269043
	Iteration 0F: 3 clusters Score -266158.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -268845.343750 Penalty: 3898.269043
	Iteration 1F: 3 clusters Score -268845.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -270790.906250 Penalty: 3898.269043
	Iteration 2F: 3 clusters Score -270790.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -271571.312500 Penalty: 3898.269043
	Iteration 3F: 3 clusters Score -271571.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -271939.718750 Penalty: 3898.269043
	Iteration 4Q: 3 clusters Score -271939.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -272134.468750 Penalty: 3898.269043
	Iteration 5Q: 3 clusters Score -272134.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -272214.718750 Penalty: 3898.269043
	Iteration 6Q: 3 clusters Score -272214.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -272252.000000 Penalty: 3898.269043
	Iteration 7Q: 3 clusters Score -272252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -272283.406250 Penalty: 3898.269043
	Iteration 8Q: 3 clusters Score -272283.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -272349.656250 Penalty: 3898.269043
	Iteration 9Q: 3 clusters Score -272349.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -272565.687500 Penalty: 3898.269043
	Iteration 10Q: 3 clusters Score -272565.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -272748.781250 Penalty: 3898.269043
	Iteration 11Q: 3 clusters Score -272748.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -272956.343750 Penalty: 3898.269043
	Iteration 12Q: 3 clusters Score -272956.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -273236.656250 Penalty: 3898.269043
	Iteration 13Q: 3 clusters Score -273236.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -273671.843750 Penalty: 3898.269043
	Iteration 14Q: 3 clusters Score -273671.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -274010.218750 Penalty: 3898.269043
	Iteration 15Q: 3 clusters Score -274010.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274352.687500 Penalty: 3898.269043
	Iteration 16Q: 3 clusters Score -274352.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -274587.000000 Penalty: 3898.269043
	Iteration 17Q: 3 clusters Score -274587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -274661.093750 Penalty: 3898.269043
	Iteration 18Q: 3 clusters Score -274661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -274661.531250 Penalty: 3898.269043
	Iteration 19Q: 3 clusters Score -274661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -274661.531250 Penalty: 3898.269043
	Iteration 20F: 3 clusters Score -274661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 179769 members 
Mstep: Class 4 contains 118235 members 
Mstep: Class 5 contains 33836 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 175132 members 
Mstep: Class 9 contains 112579 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 115866 members 
Mstep: Class 12 contains 257871 members 
Mstep: Class 13 contains 31383 members 
Mstep: Class 14 contains 93382 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 84040 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 26054 members 
Mstep: Class 22 contains 171293 members 
Mstep: Class 23 contains 45191 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 32383 members 
Mstep: Class 26 contains 30960 members 
Mstep: Class 27 contains 72910 members 
Mstep: Class 28 contains 10099 members 
Mstep: Class 29 contains 5194 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 1078 members 
Entering Unmasked Estep 
Score: -205533104.000000 Penalty: 114238.593750
Splitting cluster 20 changes total score from -205528720.000000 to -205533104.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (26054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Entering Unmasked Estep 
Score: -3097348.000000 Penalty: 2521.645752
	Iteration 0F: 2 clusters Score -3097348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3079313.250000 Penalty: 5043.291504
	Iteration 0F: 3 clusters Score -3079313 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3085543.750000 Penalty: 5043.291504
	Iteration 1F: 3 clusters Score -3085544 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3086053.500000 Penalty: 5043.291504
	Iteration 2F: 3 clusters Score -3086054 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3086541.750000 Penalty: 5043.291504
	Iteration 3Q: 3 clusters Score -3086542 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3086997.250000 Penalty: 5043.291504
	Iteration 4Q: 3 clusters Score -3086997 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3087522.250000 Penalty: 5043.291504
	Iteration 5Q: 3 clusters Score -3087522 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3088183.500000 Penalty: 5043.291504
	Iteration 6Q: 3 clusters Score -3088184 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3088952.750000 Penalty: 5043.291504
	Iteration 7F: 3 clusters Score -3088953 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3089939.250000 Penalty: 5043.291504
	Iteration 8F: 3 clusters Score -3089939 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3091067.250000 Penalty: 5043.291504
	Iteration 9F: 3 clusters Score -3091067 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3092195.000000 Penalty: 5043.291504
	Iteration 10F: 3 clusters Score -3092195 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3093159.250000 Penalty: 5043.291504
	Iteration 11Q: 3 clusters Score -3093159 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3093824.000000 Penalty: 5043.291504
	Iteration 12Q: 3 clusters Score -3093824 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3094349.000000 Penalty: 5043.291504
	Iteration 13Q: 3 clusters Score -3094349 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3094748.750000 Penalty: 5043.291504
	Iteration 14Q: 3 clusters Score -3094749 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3095001.250000 Penalty: 5043.291504
	Iteration 15Q: 3 clusters Score -3095001 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3095149.500000 Penalty: 5043.291504
	Iteration 16Q: 3 clusters Score -3095150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3095251.000000 Penalty: 5043.291504
	Iteration 17Q: 3 clusters Score -3095251 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3095304.750000 Penalty: 5043.291504
	Iteration 18Q: 3 clusters Score -3095305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3095335.500000 Penalty: 5043.291504
	Iteration 19Q: 3 clusters Score -3095336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3095354.000000 Penalty: 5043.291504
	Iteration 20F: 3 clusters Score -3095354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3095366.000000 Penalty: 5043.291504
	Iteration 21Q: 3 clusters Score -3095366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3095377.500000 Penalty: 5043.291504
	Iteration 22Q: 3 clusters Score -3095378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3095385.000000 Penalty: 5043.291504
	Iteration 23Q: 3 clusters Score -3095385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3095389.000000 Penalty: 5043.291504
	Iteration 24Q: 3 clusters Score -3095389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3095398.500000 Penalty: 5043.291504
	Iteration 25Q: 3 clusters Score -3095398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3095402.250000 Penalty: 5043.291504
	Iteration 26Q: 3 clusters Score -3095402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3095406.500000 Penalty: 5043.291504
	Iteration 27Q: 3 clusters Score -3095406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3095402.500000 Penalty: 5043.291504
	Iteration 28Q: 3 clusters Score -3095402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3095405.500000 Penalty: 5043.291504
	Iteration 29Q: 3 clusters Score -3095406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3095407.250000 Penalty: 5043.291504
	Iteration 30Q: 3 clusters Score -3095407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3095404.000000 Penalty: 5043.291504
	Iteration 31Q: 3 clusters Score -3095404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3095411.000000 Penalty: 5043.291504
	Iteration 32Q: 3 clusters Score -3095411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3095410.500000 Penalty: 5043.291504
	Iteration 33Q: 3 clusters Score -3095410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3095412.500000 Penalty: 5043.291504
	Iteration 34Q: 3 clusters Score -3095412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3095415.250000 Penalty: 5043.291504
	Iteration 35Q: 3 clusters Score -3095415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3095415.250000 Penalty: 5043.291504
	Iteration 36F: 3 clusters Score -3095415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Entering Unmasked Estep 
Score: -20524762.000000 Penalty: 2988.680664
	Iteration 0F: 2 clusters Score -2.052476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -20411704.000000 Penalty: 5977.361328
	Iteration 0F: 3 clusters Score -2.04117e+07 nChanged 81904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -20459718.000000 Penalty: 5977.361328
	Iteration 1F: 3 clusters Score -2.045972e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -20460856.000000 Penalty: 5977.361328
	Iteration 2Q: 3 clusters Score -2.046086e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -20462110.000000 Penalty: 5977.361328
	Iteration 3Q: 3 clusters Score -2.046211e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -20463960.000000 Penalty: 5977.361328
	Iteration 4Q: 3 clusters Score -2.046396e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -20466422.000000 Penalty: 5977.361328
	Iteration 5Q: 3 clusters Score -2.046642e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -20469938.000000 Penalty: 5977.361328
	Iteration 6Q: 3 clusters Score -2.046994e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -20475296.000000 Penalty: 5977.361328
	Iteration 7F: 3 clusters Score -2.04753e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 124114 members 
Entering Unmasked Estep 
Score: -20483264.000000 Penalty: 5977.361328
	Iteration 8F: 3 clusters Score -2.048326e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 136126 members 
Entering Unmasked Estep 
Score: -20493160.000000 Penalty: 5977.361328
	Iteration 9F: 3 clusters Score -2.049316e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -20503904.000000 Penalty: 5977.361328
	Iteration 10F: 3 clusters Score -2.05039e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 158116 members 
Entering Unmasked Estep 
Score: -20512576.000000 Penalty: 5977.361328
	Iteration 11F: 3 clusters Score -2.051258e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -20518174.000000 Penalty: 5977.361328
	Iteration 12Q: 3 clusters Score -2.051817e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 167973 members 
Entering Unmasked Estep 
Score: -20520640.000000 Penalty: 5977.361328
	Iteration 13Q: 3 clusters Score -2.052064e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -20521672.000000 Penalty: 5977.361328
	Iteration 14Q: 3 clusters Score -2.052167e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -20522076.000000 Penalty: 5977.361328
	Iteration 15Q: 3 clusters Score -2.052208e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 170347 members 
Entering Unmasked Estep 
Score: -20522224.000000 Penalty: 5977.361328
	Iteration 16Q: 3 clusters Score -2.052222e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 170458 members 
Entering Unmasked Estep 
Score: -20522344.000000 Penalty: 5977.361328
	Iteration 17Q: 3 clusters Score -2.052234e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -20522396.000000 Penalty: 5977.361328
	Iteration 18Q: 3 clusters Score -2.05224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -20522468.000000 Penalty: 5977.361328
	Iteration 19Q: 3 clusters Score -2.052247e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -20522486.000000 Penalty: 5977.361328
	Iteration 20F: 3 clusters Score -2.052249e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 170597 members 
Entering Unmasked Estep 
Score: -20522528.000000 Penalty: 5977.361328
	Iteration 21Q: 3 clusters Score -2.052253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -20522538.000000 Penalty: 5977.361328
	Iteration 22Q: 3 clusters Score -2.052254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 170604 members 
Entering Unmasked Estep 
Score: -20522560.000000 Penalty: 5977.361328
	Iteration 23Q: 3 clusters Score -2.052256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 170612 members 
Entering Unmasked Estep 
Score: -20522576.000000 Penalty: 5977.361328
	Iteration 24Q: 3 clusters Score -2.052258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 170613 members 
Entering Unmasked Estep 
Score: -20522594.000000 Penalty: 5977.361328
	Iteration 25Q: 3 clusters Score -2.052259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -20522604.000000 Penalty: 5977.361328
	Iteration 26Q: 3 clusters Score -2.05226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -20522606.000000 Penalty: 5977.361328
	Iteration 27Q: 3 clusters Score -2.052261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -20522604.000000 Penalty: 5977.361328
	Iteration 28Q: 3 clusters Score -2.05226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 170615 members 
Entering Unmasked Estep 
Score: -20522610.000000 Penalty: 5977.361328
	Iteration 29Q: 3 clusters Score -2.052261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 170614 members 
Entering Unmasked Estep 
Score: -20522622.000000 Penalty: 5977.361328
	Iteration 30Q: 3 clusters Score -2.052262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 170613 members 
Entering Unmasked Estep 
Score: -20522620.000000 Penalty: 5977.361328
	Iteration 31Q: 3 clusters Score -2.052262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 170612 members 
Entering Unmasked Estep 
Score: -20522624.000000 Penalty: 5977.361328
	Iteration 32Q: 3 clusters Score -2.052262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 170612 members 
Entering Unmasked Estep 
Score: -20522624.000000 Penalty: 5977.361328
	Iteration 33F: 3 clusters Score -2.052262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Entering Unmasked Estep 
Score: -5067453.500000 Penalty: 2658.226074
	Iteration 0F: 2 clusters Score -5067454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -5037043.000000 Penalty: 5316.452148
	Iteration 0F: 3 clusters Score -5037043 nChanged 20745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5048889.500000 Penalty: 5316.452148
	Iteration 1F: 3 clusters Score -5048890 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5050468.000000 Penalty: 5316.452148
	Iteration 2F: 3 clusters Score -5050468 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5052917.500000 Penalty: 5316.452148
	Iteration 3F: 3 clusters Score -5052918 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -5056013.000000 Penalty: 5316.452148
	Iteration 4F: 3 clusters Score -5056013 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5058973.500000 Penalty: 5316.452148
	Iteration 5F: 3 clusters Score -5058974 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5061207.500000 Penalty: 5316.452148
	Iteration 6F: 3 clusters Score -5061208 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5062741.000000 Penalty: 5316.452148
	Iteration 7F: 3 clusters Score -5062741 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -5063754.000000 Penalty: 5316.452148
	Iteration 8Q: 3 clusters Score -5063754 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5064436.000000 Penalty: 5316.452148
	Iteration 9Q: 3 clusters Score -5064436 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -5064909.000000 Penalty: 5316.452148
	Iteration 10Q: 3 clusters Score -5064909 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5065252.000000 Penalty: 5316.452148
	Iteration 11Q: 3 clusters Score -5065252 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5065539.000000 Penalty: 5316.452148
	Iteration 12Q: 3 clusters Score -5065539 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -5065787.000000 Penalty: 5316.452148
	Iteration 13Q: 3 clusters Score -5065787 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5065957.000000 Penalty: 5316.452148
	Iteration 14Q: 3 clusters Score -5065957 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -5066130.500000 Penalty: 5316.452148
	Iteration 15Q: 3 clusters Score -5066130 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5066290.500000 Penalty: 5316.452148
	Iteration 16Q: 3 clusters Score -5066290 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -5066441.500000 Penalty: 5316.452148
	Iteration 17Q: 3 clusters Score -5066442 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5066604.500000 Penalty: 5316.452148
	Iteration 18Q: 3 clusters Score -5066604 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -5066730.500000 Penalty: 5316.452148
	Iteration 19Q: 3 clusters Score -5066730 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -5066819.000000 Penalty: 5316.452148
	Iteration 20F: 3 clusters Score -5066819 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5066919.500000 Penalty: 5316.452148
	Iteration 21Q: 3 clusters Score -5066920 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -5067011.000000 Penalty: 5316.452148
	Iteration 22Q: 3 clusters Score -5067011 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -5067066.500000 Penalty: 5316.452148
	Iteration 23Q: 3 clusters Score -5067066 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5067124.000000 Penalty: 5316.452148
	Iteration 24Q: 3 clusters Score -5067124 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -5067154.500000 Penalty: 5316.452148
	Iteration 25Q: 3 clusters Score -5067154 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -5067190.500000 Penalty: 5316.452148
	Iteration 26Q: 3 clusters Score -5067190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -5067237.500000 Penalty: 5316.452148
	Iteration 27Q: 3 clusters Score -5067238 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -5067271.000000 Penalty: 5316.452148
	Iteration 28Q: 3 clusters Score -5067271 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -5067308.000000 Penalty: 5316.452148
	Iteration 29Q: 3 clusters Score -5067308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -5067311.000000 Penalty: 5316.452148
	Iteration 30Q: 3 clusters Score -5067311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -5067334.500000 Penalty: 5316.452148
	Iteration 31Q: 3 clusters Score -5067334 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5067366.500000 Penalty: 5316.452148
	Iteration 32Q: 3 clusters Score -5067366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -5067372.500000 Penalty: 5316.452148
	Iteration 33Q: 3 clusters Score -5067372 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -5067403.000000 Penalty: 5316.452148
	Iteration 34Q: 3 clusters Score -5067403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -5067412.500000 Penalty: 5316.452148
	Iteration 35Q: 3 clusters Score -5067412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -5067416.500000 Penalty: 5316.452148
	Iteration 36Q: 3 clusters Score -5067416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -5067424.500000 Penalty: 5316.452148
	Iteration 37Q: 3 clusters Score -5067424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5067439.500000 Penalty: 5316.452148
	Iteration 38Q: 3 clusters Score -5067440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -5067445.500000 Penalty: 5316.452148
	Iteration 39Q: 3 clusters Score -5067446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -5067460.000000 Penalty: 5316.452148
	Iteration 40F: 3 clusters Score -5067460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5067466.500000 Penalty: 5316.452148
	Iteration 41Q: 3 clusters Score -5067466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -5067466.000000 Penalty: 5316.452148
	Iteration 42Q: 3 clusters Score -5067466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5067463.500000 Penalty: 5316.452148
	Iteration 43Q: 3 clusters Score -5067464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -5067458.500000 Penalty: 5316.452148
	Iteration 44Q: 3 clusters Score -5067458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5067469.500000 Penalty: 5316.452148
	Iteration 45Q: 3 clusters Score -5067470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -5067472.500000 Penalty: 5316.452148
	Iteration 46Q: 3 clusters Score -5067472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -5067478.000000 Penalty: 5316.452148
	Iteration 47Q: 3 clusters Score -5067478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5067483.500000 Penalty: 5316.452148
	Iteration 48Q: 3 clusters Score -5067484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -5067486.000000 Penalty: 5316.452148
	Iteration 49Q: 3 clusters Score -5067486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -5067481.000000 Penalty: 5316.452148
	Iteration 50Q: 3 clusters Score -5067481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5067484.000000 Penalty: 5316.452148
	Iteration 51Q: 3 clusters Score -5067484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -5067482.500000 Penalty: 5316.452148
	Iteration 52Q: 3 clusters Score -5067482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5067487.000000 Penalty: 5316.452148
	Iteration 53Q: 3 clusters Score -5067487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -5067500.000000 Penalty: 5316.452148
	Iteration 54Q: 3 clusters Score -5067500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -5067515.000000 Penalty: 5316.452148
	Iteration 55Q: 3 clusters Score -5067515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5067507.500000 Penalty: 5316.452148
	Iteration 56Q: 3 clusters Score -5067508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5067504.000000 Penalty: 5316.452148
	Iteration 57Q: 3 clusters Score -5067504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -5067510.500000 Penalty: 5316.452148
	Iteration 58Q: 3 clusters Score -5067510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -5067510.500000 Penalty: 5316.452148
	Iteration 59Q: 3 clusters Score -5067510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -5067502.500000 Penalty: 5316.452148
	Iteration 60F: 3 clusters Score -5067502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -5067502.500000 Penalty: 5316.452148
	Iteration 61Q: 3 clusters Score -5067502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5067504.500000 Penalty: 5316.452148
	Iteration 62Q: 3 clusters Score -5067504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -5067511.000000 Penalty: 5316.452148
	Iteration 63Q: 3 clusters Score -5067511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5067518.500000 Penalty: 5316.452148
	Iteration 64Q: 3 clusters Score -5067518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -5067534.500000 Penalty: 5316.452148
	Iteration 65Q: 3 clusters Score -5067534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -5067530.500000 Penalty: 5316.452148
	Iteration 66Q: 3 clusters Score -5067530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5067528.500000 Penalty: 5316.452148
	Iteration 67Q: 3 clusters Score -5067528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5067540.000000 Penalty: 5316.452148
	Iteration 68Q: 3 clusters Score -5067540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -5067536.500000 Penalty: 5316.452148
	Iteration 69Q: 3 clusters Score -5067536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5067537.000000 Penalty: 5316.452148
	Iteration 70Q: 3 clusters Score -5067537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -5067537.000000 Penalty: 5316.452148
	Iteration 71Q: 3 clusters Score -5067537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -5067538.500000 Penalty: 5316.452148
	Iteration 72Q: 3 clusters Score -5067538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -5067543.500000 Penalty: 5316.452148
	Iteration 73Q: 3 clusters Score -5067544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5067540.500000 Penalty: 5316.452148
	Iteration 74Q: 3 clusters Score -5067540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5067536.000000 Penalty: 5316.452148
	Iteration 75Q: 3 clusters Score -5067536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5067540.000000 Penalty: 5316.452148
	Iteration 76Q: 3 clusters Score -5067540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5067535.500000 Penalty: 5316.452148
	Iteration 77Q: 3 clusters Score -5067536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5067541.500000 Penalty: 5316.452148
	Iteration 78Q: 3 clusters Score -5067542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -5067543.500000 Penalty: 5316.452148
	Iteration 79Q: 3 clusters Score -5067544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -5067548.000000 Penalty: 5316.452148
	Iteration 80F: 3 clusters Score -5067548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -5067547.500000 Penalty: 5316.452148
	Iteration 81Q: 3 clusters Score -5067548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5067553.000000 Penalty: 5316.452148
	Iteration 82Q: 3 clusters Score -5067553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -5067547.500000 Penalty: 5316.452148
	Iteration 83Q: 3 clusters Score -5067548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -5067551.000000 Penalty: 5316.452148
	Iteration 84Q: 3 clusters Score -5067551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5067556.000000 Penalty: 5316.452148
	Iteration 85Q: 3 clusters Score -5067556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -5067549.500000 Penalty: 5316.452148
	Iteration 86Q: 3 clusters Score -5067550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5067549.000000 Penalty: 5316.452148
	Iteration 87Q: 3 clusters Score -5067549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5067549.000000 Penalty: 5316.452148
	Iteration 88F: 3 clusters Score -5067549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 179769 members 
Mstep: Class 4 contains 118235 members 
Mstep: Class 5 contains 33836 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 175132 members 
Mstep: Class 9 contains 112579 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 115866 members 
Mstep: Class 12 contains 257871 members 
Mstep: Class 13 contains 31383 members 
Mstep: Class 14 contains 93382 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 84040 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 26054 members 
Mstep: Class 22 contains 171293 members 
Mstep: Class 23 contains 39432 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 32383 members 
Mstep: Class 26 contains 30960 members 
Mstep: Class 27 contains 72910 members 
Mstep: Class 28 contains 10099 members 
Mstep: Class 29 contains 5194 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 1078 members 
Mstep: Class 33 contains 5759 members 
Entering Unmasked Estep 
Score: -205531424.000000 Penalty: 117808.554688
Splitting cluster 23 changes total score from -205528720.000000 to -205531424.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (10808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Entering Unmasked Estep 
Score: -1184603.750000 Penalty: 2303.434326
	Iteration 0F: 2 clusters Score -1184604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1176490.625000 Penalty: 4606.868652
	Iteration 0F: 3 clusters Score -1176491 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1179018.750000 Penalty: 4606.868652
	Iteration 1F: 3 clusters Score -1179019 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1179476.875000 Penalty: 4606.868652
	Iteration 2F: 3 clusters Score -1179477 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1179966.250000 Penalty: 4606.868652
	Iteration 3F: 3 clusters Score -1179966 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1180404.250000 Penalty: 4606.868652
	Iteration 4F: 3 clusters Score -1180404 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1180758.125000 Penalty: 4606.868652
	Iteration 5F: 3 clusters Score -1180758 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1181076.125000 Penalty: 4606.868652
	Iteration 6Q: 3 clusters Score -1181076 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1181366.750000 Penalty: 4606.868652
	Iteration 7Q: 3 clusters Score -1181367 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1181661.500000 Penalty: 4606.868652
	Iteration 8Q: 3 clusters Score -1181662 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1181942.625000 Penalty: 4606.868652
	Iteration 9Q: 3 clusters Score -1181943 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1182168.125000 Penalty: 4606.868652
	Iteration 10Q: 3 clusters Score -1182168 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1182358.125000 Penalty: 4606.868652
	Iteration 11Q: 3 clusters Score -1182358 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1182498.250000 Penalty: 4606.868652
	Iteration 12Q: 3 clusters Score -1182498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1182616.750000 Penalty: 4606.868652
	Iteration 13Q: 3 clusters Score -1182617 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1182695.125000 Penalty: 4606.868652
	Iteration 14Q: 3 clusters Score -1182695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1182761.875000 Penalty: 4606.868652
	Iteration 15Q: 3 clusters Score -1182762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1182815.625000 Penalty: 4606.868652
	Iteration 16Q: 3 clusters Score -1182816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1182863.375000 Penalty: 4606.868652
	Iteration 17Q: 3 clusters Score -1182863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1182905.000000 Penalty: 4606.868652
	Iteration 18Q: 3 clusters Score -1182905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1182936.375000 Penalty: 4606.868652
	Iteration 19Q: 3 clusters Score -1182936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1182952.500000 Penalty: 4606.868652
	Iteration 20F: 3 clusters Score -1182952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1182966.500000 Penalty: 4606.868652
	Iteration 21Q: 3 clusters Score -1182966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1182976.375000 Penalty: 4606.868652
	Iteration 22Q: 3 clusters Score -1182976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1182988.625000 Penalty: 4606.868652
	Iteration 23Q: 3 clusters Score -1182989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1182999.000000 Penalty: 4606.868652
	Iteration 24Q: 3 clusters Score -1182999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1183006.500000 Penalty: 4606.868652
	Iteration 25Q: 3 clusters Score -1183006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1183014.000000 Penalty: 4606.868652
	Iteration 26Q: 3 clusters Score -1183014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1183017.250000 Penalty: 4606.868652
	Iteration 27Q: 3 clusters Score -1183017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1183021.625000 Penalty: 4606.868652
	Iteration 28Q: 3 clusters Score -1183022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1183022.625000 Penalty: 4606.868652
	Iteration 29Q: 3 clusters Score -1183023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1183028.625000 Penalty: 4606.868652
	Iteration 30Q: 3 clusters Score -1183029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1183026.750000 Penalty: 4606.868652
	Iteration 31Q: 3 clusters Score -1183027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1183026.750000 Penalty: 4606.868652
	Iteration 32F: 3 clusters Score -1183027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Entering Unmasked Estep 
Score: -3788543.500000 Penalty: 2575.576660
	Iteration 0F: 2 clusters Score -3788544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3766434.250000 Penalty: 5151.153320
	Iteration 0F: 3 clusters Score -3766434 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3774651.250000 Penalty: 5151.153320
	Iteration 1F: 3 clusters Score -3774651 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3775609.250000 Penalty: 5151.153320
	Iteration 2F: 3 clusters Score -3775609 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3776987.750000 Penalty: 5151.153320
	Iteration 3F: 3 clusters Score -3776988 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3778783.500000 Penalty: 5151.153320
	Iteration 4F: 3 clusters Score -3778784 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3780868.000000 Penalty: 5151.153320
	Iteration 5F: 3 clusters Score -3780868 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3783115.000000 Penalty: 5151.153320
	Iteration 6F: 3 clusters Score -3783115 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3785002.500000 Penalty: 5151.153320
	Iteration 7F: 3 clusters Score -3785002 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3786126.750000 Penalty: 5151.153320
	Iteration 8Q: 3 clusters Score -3786127 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3786745.250000 Penalty: 5151.153320
	Iteration 9Q: 3 clusters Score -3786745 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3787125.500000 Penalty: 5151.153320
	Iteration 10Q: 3 clusters Score -3787126 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3787360.000000 Penalty: 5151.153320
	Iteration 11Q: 3 clusters Score -3787360 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3787494.250000 Penalty: 5151.153320
	Iteration 12Q: 3 clusters Score -3787494 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3787567.750000 Penalty: 5151.153320
	Iteration 13Q: 3 clusters Score -3787568 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3787615.000000 Penalty: 5151.153320
	Iteration 14Q: 3 clusters Score -3787615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3787643.500000 Penalty: 5151.153320
	Iteration 15Q: 3 clusters Score -3787644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3787657.750000 Penalty: 5151.153320
	Iteration 16Q: 3 clusters Score -3787658 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3787668.750000 Penalty: 5151.153320
	Iteration 17Q: 3 clusters Score -3787669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3787668.500000 Penalty: 5151.153320
	Iteration 18Q: 3 clusters Score -3787668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3787670.500000 Penalty: 5151.153320
	Iteration 19Q: 3 clusters Score -3787670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3787679.500000 Penalty: 5151.153320
	Iteration 20F: 3 clusters Score -3787680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3787669.000000 Penalty: 5151.153320
	Iteration 21Q: 3 clusters Score -3787669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3787680.750000 Penalty: 5151.153320
	Iteration 22Q: 3 clusters Score -3787681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3787676.750000 Penalty: 5151.153320
	Iteration 23Q: 3 clusters Score -3787677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3787681.000000 Penalty: 5151.153320
	Iteration 24Q: 3 clusters Score -3787681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3787678.250000 Penalty: 5151.153320
	Iteration 25Q: 3 clusters Score -3787678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3787683.500000 Penalty: 5151.153320
	Iteration 26Q: 3 clusters Score -3787684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3787694.500000 Penalty: 5151.153320
	Iteration 27Q: 3 clusters Score -3787694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3787695.750000 Penalty: 5151.153320
	Iteration 28Q: 3 clusters Score -3787696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3787699.000000 Penalty: 5151.153320
	Iteration 29Q: 3 clusters Score -3787699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3787690.000000 Penalty: 5151.153320
	Iteration 30Q: 3 clusters Score -3787690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3787689.750000 Penalty: 5151.153320
	Iteration 31Q: 3 clusters Score -3787690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3787687.500000 Penalty: 5151.153320
	Iteration 32Q: 3 clusters Score -3787688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3787689.250000 Penalty: 5151.153320
	Iteration 33Q: 3 clusters Score -3787689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3787691.750000 Penalty: 5151.153320
	Iteration 34Q: 3 clusters Score -3787692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3787690.250000 Penalty: 5151.153320
	Iteration 35Q: 3 clusters Score -3787690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3787689.000000 Penalty: 5151.153320
	Iteration 36Q: 3 clusters Score -3787689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3787689.500000 Penalty: 5151.153320
	Iteration 37Q: 3 clusters Score -3787690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3787691.250000 Penalty: 5151.153320
	Iteration 38Q: 3 clusters Score -3787691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3787689.500000 Penalty: 5151.153320
	Iteration 39Q: 3 clusters Score -3787690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3787688.000000 Penalty: 5151.153320
	Iteration 40F: 3 clusters Score -3787688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3787690.000000 Penalty: 5151.153320
	Iteration 41Q: 3 clusters Score -3787690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3787688.750000 Penalty: 5151.153320
	Iteration 42Q: 3 clusters Score -3787689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3787693.000000 Penalty: 5151.153320
	Iteration 43Q: 3 clusters Score -3787693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3787695.500000 Penalty: 5151.153320
	Iteration 44Q: 3 clusters Score -3787696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3787692.500000 Penalty: 5151.153320
	Iteration 45Q: 3 clusters Score -3787692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3787695.250000 Penalty: 5151.153320
	Iteration 46Q: 3 clusters Score -3787695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3787698.750000 Penalty: 5151.153320
	Iteration 47Q: 3 clusters Score -3787699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3787696.500000 Penalty: 5151.153320
	Iteration 48Q: 3 clusters Score -3787696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3787696.500000 Penalty: 5151.153320
	Iteration 49Q: 3 clusters Score -3787696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3787699.250000 Penalty: 5151.153320
	Iteration 50Q: 3 clusters Score -3787699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3787700.500000 Penalty: 5151.153320
	Iteration 51Q: 3 clusters Score -3787700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3787697.000000 Penalty: 5151.153320
	Iteration 52Q: 3 clusters Score -3787697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3787697.000000 Penalty: 5151.153320
	Iteration 53F: 3 clusters Score -3787697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Entering Unmasked Estep 
Score: -3556499.000000 Penalty: 2564.431885
	Iteration 0F: 2 clusters Score -3556499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3535267.750000 Penalty: 5128.863770
	Iteration 0F: 3 clusters Score -3535268 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3543166.500000 Penalty: 5128.863770
	Iteration 1F: 3 clusters Score -3543166 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3544293.750000 Penalty: 5128.863770
	Iteration 2F: 3 clusters Score -3544294 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3545918.750000 Penalty: 5128.863770
	Iteration 3F: 3 clusters Score -3545919 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3547788.000000 Penalty: 5128.863770
	Iteration 4F: 3 clusters Score -3547788 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3549602.500000 Penalty: 5128.863770
	Iteration 5F: 3 clusters Score -3549602 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3551274.000000 Penalty: 5128.863770
	Iteration 6F: 3 clusters Score -3551274 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3552838.750000 Penalty: 5128.863770
	Iteration 7F: 3 clusters Score -3552839 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3554304.750000 Penalty: 5128.863770
	Iteration 8F: 3 clusters Score -3554305 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3555432.500000 Penalty: 5128.863770
	Iteration 9Q: 3 clusters Score -3555432 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3556277.250000 Penalty: 5128.863770
	Iteration 10Q: 3 clusters Score -3556277 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3556841.250000 Penalty: 5128.863770
	Iteration 11Q: 3 clusters Score -3556841 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3557156.500000 Penalty: 5128.863770
	Iteration 12Q: 3 clusters Score -3557156 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3557361.750000 Penalty: 5128.863770
	Iteration 13Q: 3 clusters Score -3557362 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3557503.000000 Penalty: 5128.863770
	Iteration 14Q: 3 clusters Score -3557503 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3557635.000000 Penalty: 5128.863770
	Iteration 15Q: 3 clusters Score -3557635 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3557700.250000 Penalty: 5128.863770
	Iteration 16Q: 3 clusters Score -3557700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3557718.250000 Penalty: 5128.863770
	Iteration 17Q: 3 clusters Score -3557718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3557735.250000 Penalty: 5128.863770
	Iteration 18Q: 3 clusters Score -3557735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3557734.500000 Penalty: 5128.863770
	Iteration 19Q: 3 clusters Score -3557734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3557738.750000 Penalty: 5128.863770
	Iteration 20F: 3 clusters Score -3557739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3557743.750000 Penalty: 5128.863770
	Iteration 21Q: 3 clusters Score -3557744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3557743.750000 Penalty: 5128.863770
	Iteration 22Q: 3 clusters Score -3557744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3557747.000000 Penalty: 5128.863770
	Iteration 23Q: 3 clusters Score -3557747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3557747.000000 Penalty: 5128.863770
	Iteration 24F: 3 clusters Score -3557747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 179769 members 
Mstep: Class 4 contains 118235 members 
Mstep: Class 5 contains 33836 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 175132 members 
Mstep: Class 9 contains 112579 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 115866 members 
Mstep: Class 12 contains 257871 members 
Mstep: Class 13 contains 31383 members 
Mstep: Class 14 contains 93382 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 84040 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 26054 members 
Mstep: Class 22 contains 171293 members 
Mstep: Class 23 contains 39432 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 32383 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 72910 members 
Mstep: Class 28 contains 10099 members 
Mstep: Class 29 contains 5194 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 1078 members 
Mstep: Class 33 contains 5759 members 
Mstep: Class 34 contains 28056 members 
Entering Unmasked Estep 
Score: -205530000.000000 Penalty: 121378.507812
Splitting cluster 26 changes total score from -205528720.000000 to -205530000.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (72910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Entering Unmasked Estep 
Score: -8730403.000000 Penalty: 2776.851318
	Iteration 0F: 2 clusters Score -8730403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -8681643.000000 Penalty: 5553.702637
	Iteration 0F: 3 clusters Score -8681643 nChanged 34149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -8700810.000000 Penalty: 5553.702637
	Iteration 1F: 3 clusters Score -8700810 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -8701575.000000 Penalty: 5553.702637
	Iteration 2Q: 3 clusters Score -8701575 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -8702627.000000 Penalty: 5553.702637
	Iteration 3Q: 3 clusters Score -8702627 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -8704383.000000 Penalty: 5553.702637
	Iteration 4F: 3 clusters Score -8704383 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -8707048.000000 Penalty: 5553.702637
	Iteration 5F: 3 clusters Score -8707048 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -8710905.000000 Penalty: 5553.702637
	Iteration 6F: 3 clusters Score -8710905 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -8715755.000000 Penalty: 5553.702637
	Iteration 7F: 3 clusters Score -8715755 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -8720541.000000 Penalty: 5553.702637
	Iteration 8F: 3 clusters Score -8720541 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8724104.000000 Penalty: 5553.702637
	Iteration 9F: 3 clusters Score -8724104 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8726087.000000 Penalty: 5553.702637
	Iteration 10Q: 3 clusters Score -8726087 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8727115.000000 Penalty: 5553.702637
	Iteration 11Q: 3 clusters Score -8727115 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8727543.000000 Penalty: 5553.702637
	Iteration 12Q: 3 clusters Score -8727543 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8727766.000000 Penalty: 5553.702637
	Iteration 13Q: 3 clusters Score -8727766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8727919.000000 Penalty: 5553.702637
	Iteration 14Q: 3 clusters Score -8727919 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8727999.000000 Penalty: 5553.702637
	Iteration 15Q: 3 clusters Score -8727999 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8728096.000000 Penalty: 5553.702637
	Iteration 16Q: 3 clusters Score -8728096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8728146.000000 Penalty: 5553.702637
	Iteration 17Q: 3 clusters Score -8728146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8728190.000000 Penalty: 5553.702637
	Iteration 18Q: 3 clusters Score -8728190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8728205.000000 Penalty: 5553.702637
	Iteration 19Q: 3 clusters Score -8728205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8728225.000000 Penalty: 5553.702637
	Iteration 20F: 3 clusters Score -8728225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8728235.000000 Penalty: 5553.702637
	Iteration 21Q: 3 clusters Score -8728235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8728239.000000 Penalty: 5553.702637
	Iteration 22Q: 3 clusters Score -8728239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8728253.000000 Penalty: 5553.702637
	Iteration 23Q: 3 clusters Score -8728253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8728245.000000 Penalty: 5553.702637
	Iteration 24Q: 3 clusters Score -8728245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8728256.000000 Penalty: 5553.702637
	Iteration 25Q: 3 clusters Score -8728256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72220 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8728253.000000 Penalty: 5553.702637
	Iteration 26Q: 3 clusters Score -8728253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8728255.000000 Penalty: 5553.702637
	Iteration 27Q: 3 clusters Score -8728255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8728251.000000 Penalty: 5553.702637
	Iteration 28Q: 3 clusters Score -8728251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8728260.000000 Penalty: 5553.702637
	Iteration 29Q: 3 clusters Score -8728260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8728256.000000 Penalty: 5553.702637
	Iteration 30Q: 3 clusters Score -8728256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8728256.000000 Penalty: 5553.702637
	Iteration 31F: 3 clusters Score -8728256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1102062.500000 Penalty: 2286.607666
	Iteration 0F: 2 clusters Score -1102062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1094263.500000 Penalty: 4573.215332
	Iteration 0F: 3 clusters Score -1094264 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1096632.250000 Penalty: 4573.215332
	Iteration 1F: 3 clusters Score -1096632 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1097226.125000 Penalty: 4573.215332
	Iteration 2F: 3 clusters Score -1097226 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1097847.500000 Penalty: 4573.215332
	Iteration 3F: 3 clusters Score -1097848 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1098471.250000 Penalty: 4573.215332
	Iteration 4F: 3 clusters Score -1098471 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1099124.875000 Penalty: 4573.215332
	Iteration 5F: 3 clusters Score -1099125 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1099655.625000 Penalty: 4573.215332
	Iteration 6F: 3 clusters Score -1099656 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1100065.500000 Penalty: 4573.215332
	Iteration 7Q: 3 clusters Score -1100066 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1100350.125000 Penalty: 4573.215332
	Iteration 8Q: 3 clusters Score -1100350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1100585.750000 Penalty: 4573.215332
	Iteration 9Q: 3 clusters Score -1100586 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1100803.750000 Penalty: 4573.215332
	Iteration 10Q: 3 clusters Score -1100804 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1100974.750000 Penalty: 4573.215332
	Iteration 11Q: 3 clusters Score -1100975 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1101107.500000 Penalty: 4573.215332
	Iteration 12Q: 3 clusters Score -1101108 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1101205.500000 Penalty: 4573.215332
	Iteration 13Q: 3 clusters Score -1101206 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1101281.750000 Penalty: 4573.215332
	Iteration 14Q: 3 clusters Score -1101282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1101341.125000 Penalty: 4573.215332
	Iteration 15Q: 3 clusters Score -1101341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1101385.250000 Penalty: 4573.215332
	Iteration 16Q: 3 clusters Score -1101385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1101434.625000 Penalty: 4573.215332
	Iteration 17Q: 3 clusters Score -1101435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1101495.250000 Penalty: 4573.215332
	Iteration 18Q: 3 clusters Score -1101495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1101573.375000 Penalty: 4573.215332
	Iteration 19Q: 3 clusters Score -1101573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1101669.750000 Penalty: 4573.215332
	Iteration 20F: 3 clusters Score -1101670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1101780.750000 Penalty: 4573.215332
	Iteration 21Q: 3 clusters Score -1101781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1101909.250000 Penalty: 4573.215332
	Iteration 22Q: 3 clusters Score -1101909 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1102015.125000 Penalty: 4573.215332
	Iteration 23Q: 3 clusters Score -1102015 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1102077.375000 Penalty: 4573.215332
	Iteration 24Q: 3 clusters Score -1102077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1102116.000000 Penalty: 4573.215332
	Iteration 25Q: 3 clusters Score -1102116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1102143.500000 Penalty: 4573.215332
	Iteration 26Q: 3 clusters Score -1102144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1102169.750000 Penalty: 4573.215332
	Iteration 27Q: 3 clusters Score -1102170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1102189.000000 Penalty: 4573.215332
	Iteration 28Q: 3 clusters Score -1102189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1102207.625000 Penalty: 4573.215332
	Iteration 29Q: 3 clusters Score -1102208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1102225.625000 Penalty: 4573.215332
	Iteration 30Q: 3 clusters Score -1102226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1102243.000000 Penalty: 4573.215332
	Iteration 31Q: 3 clusters Score -1102243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1102262.000000 Penalty: 4573.215332
	Iteration 32Q: 3 clusters Score -1102262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1102274.500000 Penalty: 4573.215332
	Iteration 33Q: 3 clusters Score -1102274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1102282.375000 Penalty: 4573.215332
	Iteration 34Q: 3 clusters Score -1102282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1102291.375000 Penalty: 4573.215332
	Iteration 35Q: 3 clusters Score -1102291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1102299.750000 Penalty: 4573.215332
	Iteration 36Q: 3 clusters Score -1102300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1102306.250000 Penalty: 4573.215332
	Iteration 37Q: 3 clusters Score -1102306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1102307.125000 Penalty: 4573.215332
	Iteration 38Q: 3 clusters Score -1102307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1102310.750000 Penalty: 4573.215332
	Iteration 39Q: 3 clusters Score -1102311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1102307.750000 Penalty: 4573.215332
	Iteration 40F: 3 clusters Score -1102308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1102313.625000 Penalty: 4573.215332
	Iteration 41Q: 3 clusters Score -1102314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1102313.250000 Penalty: 4573.215332
	Iteration 42Q: 3 clusters Score -1102313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1102314.750000 Penalty: 4573.215332
	Iteration 43Q: 3 clusters Score -1102315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1102316.125000 Penalty: 4573.215332
	Iteration 44Q: 3 clusters Score -1102316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1102315.625000 Penalty: 4573.215332
	Iteration 45Q: 3 clusters Score -1102316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1102316.375000 Penalty: 4573.215332
	Iteration 46Q: 3 clusters Score -1102316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1102317.000000 Penalty: 4573.215332
	Iteration 47Q: 3 clusters Score -1102317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1102317.000000 Penalty: 4573.215332
	Iteration 48F: 3 clusters Score -1102317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 179769 members 
Mstep: Class 4 contains 118235 members 
Mstep: Class 5 contains 33836 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 175132 members 
Mstep: Class 9 contains 112579 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 115866 members 
Mstep: Class 12 contains 257871 members 
Mstep: Class 13 contains 31383 members 
Mstep: Class 14 contains 93382 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 84040 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 26054 members 
Mstep: Class 22 contains 171293 members 
Mstep: Class 23 contains 39432 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 32383 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 72910 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 5194 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 1078 members 
Mstep: Class 33 contains 5759 members 
Mstep: Class 34 contains 28056 members 
Mstep: Class 35 contains 7183 members 
Entering Unmasked Estep 
Score: -205530032.000000 Penalty: 124948.460938
Splitting cluster 28 changes total score from -205528720.000000 to -205530032.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -610017.187500 Penalty: 2121.704346
	Iteration 0F: 2 clusters Score -610017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -605386.937500 Penalty: 4243.408691
	Iteration 0F: 3 clusters Score -605386.9 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -606398.875000 Penalty: 4243.408691
	Iteration 1F: 3 clusters Score -606398.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -606643.625000 Penalty: 4243.408691
	Iteration 2F: 3 clusters Score -606643.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -606795.750000 Penalty: 4243.408691
	Iteration 3F: 3 clusters Score -606795.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -606945.375000 Penalty: 4243.408691
	Iteration 4Q: 3 clusters Score -606945.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -607096.250000 Penalty: 4243.408691
	Iteration 5Q: 3 clusters Score -607096.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -607222.125000 Penalty: 4243.408691
	Iteration 6Q: 3 clusters Score -607222.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -607352.000000 Penalty: 4243.408691
	Iteration 7Q: 3 clusters Score -607352 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -607495.625000 Penalty: 4243.408691
	Iteration 8Q: 3 clusters Score -607495.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -607623.375000 Penalty: 4243.408691
	Iteration 9Q: 3 clusters Score -607623.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -607736.000000 Penalty: 4243.408691
	Iteration 10Q: 3 clusters Score -607736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -607828.312500 Penalty: 4243.408691
	Iteration 11Q: 3 clusters Score -607828.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -607920.375000 Penalty: 4243.408691
	Iteration 12Q: 3 clusters Score -607920.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -607995.937500 Penalty: 4243.408691
	Iteration 13Q: 3 clusters Score -607995.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -608048.812500 Penalty: 4243.408691
	Iteration 14Q: 3 clusters Score -608048.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -608092.000000 Penalty: 4243.408691
	Iteration 15Q: 3 clusters Score -608092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -608115.312500 Penalty: 4243.408691
	Iteration 16Q: 3 clusters Score -608115.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -608130.062500 Penalty: 4243.408691
	Iteration 17Q: 3 clusters Score -608130.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -608141.500000 Penalty: 4243.408691
	Iteration 18Q: 3 clusters Score -608141.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -608155.625000 Penalty: 4243.408691
	Iteration 19Q: 3 clusters Score -608155.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -608168.687500 Penalty: 4243.408691
	Iteration 20F: 3 clusters Score -608168.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -608177.625000 Penalty: 4243.408691
	Iteration 21Q: 3 clusters Score -608177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -608186.187500 Penalty: 4243.408691
	Iteration 22Q: 3 clusters Score -608186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -608187.437500 Penalty: 4243.408691
	Iteration 23Q: 3 clusters Score -608187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -608190.125000 Penalty: 4243.408691
	Iteration 24Q: 3 clusters Score -608190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -608192.937500 Penalty: 4243.408691
	Iteration 25Q: 3 clusters Score -608192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -608194.312500 Penalty: 4243.408691
	Iteration 26Q: 3 clusters Score -608194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -608194.312500 Penalty: 4243.408691
	Iteration 27F: 3 clusters Score -608194.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Entering Unmasked Estep 
Score: -1478766.875000 Penalty: 2355.466309
	Iteration 0F: 2 clusters Score -1478767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1469112.125000 Penalty: 4710.932617
	Iteration 0F: 3 clusters Score -1469112 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1472706.000000 Penalty: 4710.932617
	Iteration 1F: 3 clusters Score -1472706 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1473566.375000 Penalty: 4710.932617
	Iteration 2F: 3 clusters Score -1473566 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1474234.750000 Penalty: 4710.932617
	Iteration 3F: 3 clusters Score -1474235 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1474826.625000 Penalty: 4710.932617
	Iteration 4F: 3 clusters Score -1474827 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1475399.250000 Penalty: 4710.932617
	Iteration 5F: 3 clusters Score -1475399 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1475905.000000 Penalty: 4710.932617
	Iteration 6F: 3 clusters Score -1475905 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1476353.625000 Penalty: 4710.932617
	Iteration 7Q: 3 clusters Score -1476354 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1476756.000000 Penalty: 4710.932617
	Iteration 8Q: 3 clusters Score -1476756 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1477043.500000 Penalty: 4710.932617
	Iteration 9Q: 3 clusters Score -1477044 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1477264.125000 Penalty: 4710.932617
	Iteration 10Q: 3 clusters Score -1477264 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1477445.875000 Penalty: 4710.932617
	Iteration 11Q: 3 clusters Score -1477446 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1477607.750000 Penalty: 4710.932617
	Iteration 12Q: 3 clusters Score -1477608 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1477722.750000 Penalty: 4710.932617
	Iteration 13Q: 3 clusters Score -1477723 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1477799.750000 Penalty: 4710.932617
	Iteration 14Q: 3 clusters Score -1477800 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1477862.000000 Penalty: 4710.932617
	Iteration 15Q: 3 clusters Score -1477862 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1477902.875000 Penalty: 4710.932617
	Iteration 16Q: 3 clusters Score -1477903 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1477935.250000 Penalty: 4710.932617
	Iteration 17Q: 3 clusters Score -1477935 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1477964.875000 Penalty: 4710.932617
	Iteration 18Q: 3 clusters Score -1477965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1477981.500000 Penalty: 4710.932617
	Iteration 19Q: 3 clusters Score -1477982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1477995.625000 Penalty: 4710.932617
	Iteration 20F: 3 clusters Score -1477996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1478000.375000 Penalty: 4710.932617
	Iteration 21Q: 3 clusters Score -1478000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1478008.125000 Penalty: 4710.932617
	Iteration 22Q: 3 clusters Score -1478008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1478009.625000 Penalty: 4710.932617
	Iteration 23Q: 3 clusters Score -1478010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1478018.375000 Penalty: 4710.932617
	Iteration 24Q: 3 clusters Score -1478018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1478015.250000 Penalty: 4710.932617
	Iteration 25Q: 3 clusters Score -1478015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1478025.500000 Penalty: 4710.932617
	Iteration 26Q: 3 clusters Score -1478026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1478025.375000 Penalty: 4710.932617
	Iteration 27Q: 3 clusters Score -1478025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1478031.750000 Penalty: 4710.932617
	Iteration 28Q: 3 clusters Score -1478032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1478036.500000 Penalty: 4710.932617
	Iteration 29Q: 3 clusters Score -1478036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1478036.375000 Penalty: 4710.932617
	Iteration 30Q: 3 clusters Score -1478036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1478036.125000 Penalty: 4710.932617
	Iteration 31Q: 3 clusters Score -1478036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1478035.375000 Penalty: 4710.932617
	Iteration 32Q: 3 clusters Score -1478035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1478033.125000 Penalty: 4710.932617
	Iteration 33Q: 3 clusters Score -1478033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1478039.875000 Penalty: 4710.932617
	Iteration 34Q: 3 clusters Score -1478040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1478038.500000 Penalty: 4710.932617
	Iteration 35Q: 3 clusters Score -1478038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1478037.875000 Penalty: 4710.932617
	Iteration 36Q: 3 clusters Score -1478038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1478041.000000 Penalty: 4710.932617
	Iteration 37Q: 3 clusters Score -1478041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1478044.875000 Penalty: 4710.932617
	Iteration 38Q: 3 clusters Score -1478045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1478044.375000 Penalty: 4710.932617
	Iteration 39Q: 3 clusters Score -1478044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1478044.750000 Penalty: 4710.932617
	Iteration 40F: 3 clusters Score -1478045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1478043.500000 Penalty: 4710.932617
	Iteration 41Q: 3 clusters Score -1478044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1478044.250000 Penalty: 4710.932617
	Iteration 42Q: 3 clusters Score -1478044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1478044.125000 Penalty: 4710.932617
	Iteration 43Q: 3 clusters Score -1478044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1478044.125000 Penalty: 4710.932617
	Iteration 44F: 3 clusters Score -1478044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -37100.210938 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -37100.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35848.750000 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -35848.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36315.613281 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -36315.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36523.367188 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -36523.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36781.714844 Penalty: 2969.280273
	Iteration 3F: 3 clusters Score -36781.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37037.250000 Penalty: 2969.280273
	Iteration 4F: 3 clusters Score -37037.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37248.207031 Penalty: 2969.280273
	Iteration 5F: 3 clusters Score -37248.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37408.238281 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -37408.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37553.890625 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -37553.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37606.796875 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -37606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37669.281250 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -37669.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37775.855469 Penalty: 2969.280273
	Iteration 10Q: 3 clusters Score -37775.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37820.179688 Penalty: 2969.280273
	Iteration 11Q: 3 clusters Score -37820.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37855.554688 Penalty: 2969.280273
	Iteration 12F: 3 clusters Score -37855.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37952.136719 Penalty: 2969.280273
	Iteration 13Q: 3 clusters Score -37952.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37952.136719 Penalty: 2969.280273
	Iteration 14F: 3 clusters Score -37952.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 179769 members 
Mstep: Class 4 contains 118235 members 
Mstep: Class 5 contains 33836 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 175132 members 
Mstep: Class 9 contains 112579 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 115866 members 
Mstep: Class 12 contains 257871 members 
Mstep: Class 13 contains 31383 members 
Mstep: Class 14 contains 93382 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 84040 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 26054 members 
Mstep: Class 22 contains 171293 members 
Mstep: Class 23 contains 39432 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 32383 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 72910 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 5194 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1078 members 
Mstep: Class 33 contains 5759 members 
Mstep: Class 34 contains 28056 members 
Mstep: Class 35 contains 7183 members 
Mstep: Class 36 contains 132 members 
Entering Unmasked Estep 
Score: -205528784.000000 Penalty: 128518.421875
Splitting cluster 31 changes total score from -205528720.000000 to -205528784.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 179769 members 
Mstep: Class 4 contains 118235 members 
Mstep: Class 5 contains 33836 members 
Mstep: Class 6 contains 14484 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 175132 members 
Mstep: Class 9 contains 112579 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 115866 members 
Mstep: Class 12 contains 257871 members 
Mstep: Class 13 contains 31383 members 
Mstep: Class 14 contains 93382 members 
Mstep: Class 15 contains 16175 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 84040 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 26054 members 
Mstep: Class 22 contains 171293 members 
Mstep: Class 23 contains 39432 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 32383 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 72910 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 5194 members 
Mstep: Class 30 contains 13331 members 
Mstep: Class 31 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 36. Lose 2982.547119 but Gain 3569.960938
Score: -205532832.000000 Penalty: 124948.460938
Iteration 79Q: 36 clusters Score -2.055328e+08 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 3 contains 179439 members 
Mstep: Class 4 contains 117418 members 
Mstep: Class 5 contains 34076 members 
Mstep: Class 6 contains 14492 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 175039 members 
Mstep: Class 9 contains 112563 members 
Mstep: Class 10 contains 5561 members 
Mstep: Class 11 contains 115964 members 
Mstep: Class 12 contains 258466 members 
Mstep: Class 13 contains 31736 members 
Mstep: Class 14 contains 94101 members 
Mstep: Class 15 contains 16255 members 
Mstep: Class 16 contains 37994 members 
Mstep: Class 17 contains 84231 members 
Mstep: Class 18 contains 21165 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 25953 members 
Mstep: Class 22 contains 171560 members 
Mstep: Class 23 contains 37999 members 
Mstep: Class 24 contains 10928 members 
Mstep: Class 25 contains 32837 members 
Mstep: Class 26 contains 3744 members 
Mstep: Class 27 contains 72912 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 5223 members 
Mstep: Class 30 contains 13334 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 5501 members 
Mstep: Class 34 contains 27163 members 
Mstep: Class 35 contains 6737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205538336.000000 Penalty: 124948.460938
Iteration 80F: 36 clusters Score -2.055383e+08 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 6513 members 
Mstep: Class 3 contains 179232 members 
Mstep: Class 4 contains 116403 members 
Mstep: Class 5 contains 34267 members 
Mstep: Class 6 contains 14427 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 174873 members 
Mstep: Class 9 contains 112549 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 115737 members 
Mstep: Class 12 contains 258067 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 94772 members 
Mstep: Class 15 contains 16280 members 
Mstep: Class 16 contains 37958 members 
Mstep: Class 17 contains 83779 members 
Mstep: Class 18 contains 21050 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 1553 members 
Mstep: Class 21 contains 25782 members 
Mstep: Class 22 contains 171501 members 
Mstep: Class 23 contains 37069 members 
Mstep: Class 24 contains 10873 members 
Mstep: Class 25 contains 32942 members 
Mstep: Class 26 contains 4386 members 
Mstep: Class 27 contains 72889 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 13314 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 6944 members 
Mstep: Class 34 contains 27479 members 
Mstep: Class 35 contains 7137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205539728.000000 Penalty: 124948.460938
Iteration 81Q: 36 clusters Score -2.055397e+08 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 178969 members 
Mstep: Class 4 contains 115447 members 
Mstep: Class 5 contains 34446 members 
Mstep: Class 6 contains 14408 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 174758 members 
Mstep: Class 9 contains 112509 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 115548 members 
Mstep: Class 12 contains 257833 members 
Mstep: Class 13 contains 31921 members 
Mstep: Class 14 contains 95488 members 
Mstep: Class 15 contains 16323 members 
Mstep: Class 16 contains 37878 members 
Mstep: Class 17 contains 83446 members 
Mstep: Class 18 contains 20990 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 25659 members 
Mstep: Class 22 contains 171482 members 
Mstep: Class 23 contains 36347 members 
Mstep: Class 24 contains 10900 members 
Mstep: Class 25 contains 33068 members 
Mstep: Class 26 contains 4862 members 
Mstep: Class 27 contains 72842 members 
Mstep: Class 28 contains 3692 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 7902 members 
Mstep: Class 34 contains 27623 members 
Mstep: Class 35 contains 7418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205542176.000000 Penalty: 124948.460938
Iteration 82Q: 36 clusters Score -2.055422e+08 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 178750 members 
Mstep: Class 4 contains 114469 members 
Mstep: Class 5 contains 34601 members 
Mstep: Class 6 contains 14400 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 174646 members 
Mstep: Class 9 contains 112482 members 
Mstep: Class 10 contains 5723 members 
Mstep: Class 11 contains 115368 members 
Mstep: Class 12 contains 257712 members 
Mstep: Class 13 contains 32042 members 
Mstep: Class 14 contains 96209 members 
Mstep: Class 15 contains 16362 members 
Mstep: Class 16 contains 37785 members 
Mstep: Class 17 contains 83189 members 
Mstep: Class 18 contains 20937 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 1562 members 
Mstep: Class 21 contains 25550 members 
Mstep: Class 22 contains 171512 members 
Mstep: Class 23 contains 35719 members 
Mstep: Class 24 contains 10935 members 
Mstep: Class 25 contains 33248 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 72827 members 
Mstep: Class 28 contains 3866 members 
Mstep: Class 29 contains 5301 members 
Mstep: Class 30 contains 13333 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8618 members 
Mstep: Class 34 contains 27710 members 
Mstep: Class 35 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205542736.000000 Penalty: 124948.460938
Iteration 83Q: 36 clusters Score -2.055427e+08 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 178569 members 
Mstep: Class 4 contains 113495 members 
Mstep: Class 5 contains 34749 members 
Mstep: Class 6 contains 14423 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 174491 members 
Mstep: Class 9 contains 112439 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 115233 members 
Mstep: Class 12 contains 257624 members 
Mstep: Class 13 contains 32163 members 
Mstep: Class 14 contains 96956 members 
Mstep: Class 15 contains 16396 members 
Mstep: Class 16 contains 37685 members 
Mstep: Class 17 contains 82941 members 
Mstep: Class 18 contains 20900 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 1564 members 
Mstep: Class 21 contains 25449 members 
Mstep: Class 22 contains 171539 members 
Mstep: Class 23 contains 35184 members 
Mstep: Class 24 contains 10951 members 
Mstep: Class 25 contains 33444 members 
Mstep: Class 26 contains 5569 members 
Mstep: Class 27 contains 72823 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 5316 members 
Mstep: Class 30 contains 13342 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 9243 members 
Mstep: Class 34 contains 27790 members 
Mstep: Class 35 contains 7776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205543616.000000 Penalty: 124948.460938
Iteration 84Q: 36 clusters Score -2.055436e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 3 contains 178438 members 
Mstep: Class 4 contains 112572 members 
Mstep: Class 5 contains 34899 members 
Mstep: Class 6 contains 14451 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 174288 members 
Mstep: Class 9 contains 112417 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 11 contains 115109 members 
Mstep: Class 12 contains 257528 members 
Mstep: Class 13 contains 32231 members 
Mstep: Class 14 contains 97680 members 
Mstep: Class 15 contains 16448 members 
Mstep: Class 16 contains 37570 members 
Mstep: Class 17 contains 82735 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 25348 members 
Mstep: Class 22 contains 171571 members 
Mstep: Class 23 contains 34728 members 
Mstep: Class 24 contains 10963 members 
Mstep: Class 25 contains 33642 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 72828 members 
Mstep: Class 28 contains 4119 members 
Mstep: Class 29 contains 5332 members 
Mstep: Class 30 contains 13373 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 9767 members 
Mstep: Class 34 contains 27847 members 
Mstep: Class 35 contains 7888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545024.000000 Penalty: 124948.460938
Iteration 85Q: 36 clusters Score -2.05545e+08 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 6526 members 
Mstep: Class 3 contains 178312 members 
Mstep: Class 4 contains 111713 members 
Mstep: Class 5 contains 35035 members 
Mstep: Class 6 contains 14485 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 174064 members 
Mstep: Class 9 contains 112395 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 115020 members 
Mstep: Class 12 contains 257489 members 
Mstep: Class 13 contains 32301 members 
Mstep: Class 14 contains 98425 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 37443 members 
Mstep: Class 17 contains 82589 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 25258 members 
Mstep: Class 22 contains 171599 members 
Mstep: Class 23 contains 34291 members 
Mstep: Class 24 contains 10980 members 
Mstep: Class 25 contains 33852 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 72825 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 5341 members 
Mstep: Class 30 contains 13373 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 10209 members 
Mstep: Class 34 contains 27893 members 
Mstep: Class 35 contains 7987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545440.000000 Penalty: 124948.460938
Iteration 86Q: 36 clusters Score -2.055454e+08 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 6528 members 
Mstep: Class 3 contains 178262 members 
Mstep: Class 4 contains 110865 members 
Mstep: Class 5 contains 35173 members 
Mstep: Class 6 contains 14516 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 173789 members 
Mstep: Class 9 contains 112381 members 
Mstep: Class 10 contains 5886 members 
Mstep: Class 11 contains 114954 members 
Mstep: Class 12 contains 257433 members 
Mstep: Class 13 contains 32372 members 
Mstep: Class 14 contains 99186 members 
Mstep: Class 15 contains 16508 members 
Mstep: Class 16 contains 37310 members 
Mstep: Class 17 contains 82463 members 
Mstep: Class 18 contains 20839 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 25163 members 
Mstep: Class 22 contains 171610 members 
Mstep: Class 23 contains 33940 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 34097 members 
Mstep: Class 26 contains 6287 members 
Mstep: Class 27 contains 72793 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 13387 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 10581 members 
Mstep: Class 34 contains 27923 members 
Mstep: Class 35 contains 8067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205545968.000000 Penalty: 124948.460938
Iteration 87Q: 36 clusters Score -2.05546e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 6526 members 
Mstep: Class 3 contains 178240 members 
Mstep: Class 4 contains 110026 members 
Mstep: Class 5 contains 35336 members 
Mstep: Class 6 contains 14553 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 173515 members 
Mstep: Class 9 contains 112364 members 
Mstep: Class 10 contains 5900 members 
Mstep: Class 11 contains 114877 members 
Mstep: Class 12 contains 257404 members 
Mstep: Class 13 contains 32405 members 
Mstep: Class 14 contains 99985 members 
Mstep: Class 15 contains 16537 members 
Mstep: Class 16 contains 37172 members 
Mstep: Class 17 contains 82351 members 
Mstep: Class 18 contains 20841 members 
Mstep: Class 19 contains 3951 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 25062 members 
Mstep: Class 22 contains 171621 members 
Mstep: Class 23 contains 33590 members 
Mstep: Class 24 contains 10996 members 
Mstep: Class 25 contains 34351 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 72731 members 
Mstep: Class 28 contains 4377 members 
Mstep: Class 29 contains 5384 members 
Mstep: Class 30 contains 13397 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 10927 members 
Mstep: Class 34 contains 27944 members 
Mstep: Class 35 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205546320.000000 Penalty: 124948.460938
Iteration 88Q: 36 clusters Score -2.055463e+08 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 6528 members 
Mstep: Class 3 contains 178197 members 
Mstep: Class 4 contains 109199 members 
Mstep: Class 5 contains 35478 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 173307 members 
Mstep: Class 9 contains 112359 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 114800 members 
Mstep: Class 12 contains 257353 members 
Mstep: Class 13 contains 32445 members 
Mstep: Class 14 contains 100804 members 
Mstep: Class 15 contains 16584 members 
Mstep: Class 16 contains 37034 members 
Mstep: Class 17 contains 82276 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 24972 members 
Mstep: Class 22 contains 171652 members 
Mstep: Class 23 contains 33263 members 
Mstep: Class 24 contains 10993 members 
Mstep: Class 25 contains 34577 members 
Mstep: Class 26 contains 6601 members 
Mstep: Class 27 contains 72696 members 
Mstep: Class 28 contains 4417 members 
Mstep: Class 29 contains 5400 members 
Mstep: Class 30 contains 13392 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 11224 members 
Mstep: Class 34 contains 27970 members 
Mstep: Class 35 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205546656.000000 Penalty: 124948.460938
Iteration 89Q: 36 clusters Score -2.055467e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 6527 members 
Mstep: Class 3 contains 178142 members 
Mstep: Class 4 contains 108370 members 
Mstep: Class 5 contains 35612 members 
Mstep: Class 6 contains 14614 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 173103 members 
Mstep: Class 9 contains 112356 members 
Mstep: Class 10 contains 5917 members 
Mstep: Class 11 contains 114715 members 
Mstep: Class 12 contains 257301 members 
Mstep: Class 13 contains 32480 members 
Mstep: Class 14 contains 101636 members 
Mstep: Class 15 contains 16623 members 
Mstep: Class 16 contains 36927 members 
Mstep: Class 17 contains 82209 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 24895 members 
Mstep: Class 22 contains 171653 members 
Mstep: Class 23 contains 32967 members 
Mstep: Class 24 contains 10981 members 
Mstep: Class 25 contains 34802 members 
Mstep: Class 26 contains 6724 members 
Mstep: Class 27 contains 72662 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 13405 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 11514 members 
Mstep: Class 34 contains 27989 members 
Mstep: Class 35 contains 8278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205547568.000000 Penalty: 124948.460938
Iteration 90Q: 36 clusters Score -2.055476e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 6530 members 
Mstep: Class 3 contains 178046 members 
Mstep: Class 4 contains 107516 members 
Mstep: Class 5 contains 35735 members 
Mstep: Class 6 contains 14632 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 172959 members 
Mstep: Class 9 contains 112346 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 114660 members 
Mstep: Class 12 contains 257270 members 
Mstep: Class 13 contains 32528 members 
Mstep: Class 14 contains 102502 members 
Mstep: Class 15 contains 16672 members 
Mstep: Class 16 contains 36820 members 
Mstep: Class 17 contains 82143 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24819 members 
Mstep: Class 22 contains 171661 members 
Mstep: Class 23 contains 32703 members 
Mstep: Class 24 contains 10979 members 
Mstep: Class 25 contains 35001 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 72610 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 5410 members 
Mstep: Class 30 contains 13394 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 11752 members 
Mstep: Class 34 contains 28015 members 
Mstep: Class 35 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205548080.000000 Penalty: 124948.460938
Iteration 91Q: 36 clusters Score -2.055481e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 177970 members 
Mstep: Class 4 contains 106606 members 
Mstep: Class 5 contains 35850 members 
Mstep: Class 6 contains 14660 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 172813 members 
Mstep: Class 9 contains 112341 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 114611 members 
Mstep: Class 12 contains 257246 members 
Mstep: Class 13 contains 32557 members 
Mstep: Class 14 contains 103400 members 
Mstep: Class 15 contains 16705 members 
Mstep: Class 16 contains 36693 members 
Mstep: Class 17 contains 82092 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24757 members 
Mstep: Class 22 contains 171664 members 
Mstep: Class 23 contains 32456 members 
Mstep: Class 24 contains 10978 members 
Mstep: Class 25 contains 35196 members 
Mstep: Class 26 contains 6948 members 
Mstep: Class 27 contains 72557 members 
Mstep: Class 28 contains 4475 members 
Mstep: Class 29 contains 5419 members 
Mstep: Class 30 contains 13398 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 11971 members 
Mstep: Class 34 contains 28042 members 
Mstep: Class 35 contains 8450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205548144.000000 Penalty: 124948.460938
Iteration 92Q: 36 clusters Score -2.055481e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 6543 members 
Mstep: Class 3 contains 177911 members 
Mstep: Class 4 contains 105653 members 
Mstep: Class 5 contains 35984 members 
Mstep: Class 6 contains 14670 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 172653 members 
Mstep: Class 9 contains 112341 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 114556 members 
Mstep: Class 12 contains 257239 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 104311 members 
Mstep: Class 15 contains 16727 members 
Mstep: Class 16 contains 36571 members 
Mstep: Class 17 contains 82055 members 
Mstep: Class 18 contains 20856 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24662 members 
Mstep: Class 22 contains 171688 members 
Mstep: Class 23 contains 32232 members 
Mstep: Class 24 contains 10978 members 
Mstep: Class 25 contains 35384 members 
Mstep: Class 26 contains 7074 members 
Mstep: Class 27 contains 72502 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 5434 members 
Mstep: Class 30 contains 13404 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 12165 members 
Mstep: Class 34 contains 28066 members 
Mstep: Class 35 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205548944.000000 Penalty: 124948.460938
Iteration 93Q: 36 clusters Score -2.055489e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 177853 members 
Mstep: Class 4 contains 104675 members 
Mstep: Class 5 contains 36122 members 
Mstep: Class 6 contains 14674 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 172515 members 
Mstep: Class 9 contains 112342 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 114512 members 
Mstep: Class 12 contains 257268 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 105259 members 
Mstep: Class 15 contains 16729 members 
Mstep: Class 16 contains 36451 members 
Mstep: Class 17 contains 82003 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24567 members 
Mstep: Class 22 contains 171691 members 
Mstep: Class 23 contains 31997 members 
Mstep: Class 24 contains 10963 members 
Mstep: Class 25 contains 35573 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 72458 members 
Mstep: Class 28 contains 4501 members 
Mstep: Class 29 contains 5449 members 
Mstep: Class 30 contains 13422 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 12348 members 
Mstep: Class 34 contains 28078 members 
Mstep: Class 35 contains 8628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205549840.000000 Penalty: 124948.460938
Iteration 94Q: 36 clusters Score -2.055498e+08 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 177815 members 
Mstep: Class 4 contains 103705 members 
Mstep: Class 5 contains 36254 members 
Mstep: Class 6 contains 14684 members 
Mstep: Class 7 contains 6982 members 
Mstep: Class 8 contains 172316 members 
Mstep: Class 9 contains 112337 members 
Mstep: Class 10 contains 5976 members 
Mstep: Class 11 contains 114481 members 
Mstep: Class 12 contains 257294 members 
Mstep: Class 13 contains 32609 members 
Mstep: Class 14 contains 106207 members 
Mstep: Class 15 contains 16736 members 
Mstep: Class 16 contains 36323 members 
Mstep: Class 17 contains 81958 members 
Mstep: Class 18 contains 20862 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24484 members 
Mstep: Class 22 contains 171724 members 
Mstep: Class 23 contains 31778 members 
Mstep: Class 24 contains 10963 members 
Mstep: Class 25 contains 35807 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 72419 members 
Mstep: Class 28 contains 4511 members 
Mstep: Class 29 contains 5463 members 
Mstep: Class 30 contains 13429 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 12501 members 
Mstep: Class 34 contains 28085 members 
Mstep: Class 35 contains 8699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205550608.000000 Penalty: 124948.460938
Iteration 95Q: 36 clusters Score -2.055506e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 177803 members 
Mstep: Class 4 contains 102703 members 
Mstep: Class 5 contains 36366 members 
Mstep: Class 6 contains 14702 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 172113 members 
Mstep: Class 9 contains 112328 members 
Mstep: Class 10 contains 5989 members 
Mstep: Class 11 contains 114462 members 
Mstep: Class 12 contains 257299 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 107228 members 
Mstep: Class 15 contains 16741 members 
Mstep: Class 16 contains 36193 members 
Mstep: Class 17 contains 81942 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24406 members 
Mstep: Class 22 contains 171741 members 
Mstep: Class 23 contains 31614 members 
Mstep: Class 24 contains 10965 members 
Mstep: Class 25 contains 36033 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 72366 members 
Mstep: Class 28 contains 4524 members 
Mstep: Class 29 contains 5472 members 
Mstep: Class 30 contains 13439 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 12631 members 
Mstep: Class 34 contains 28093 members 
Mstep: Class 35 contains 8750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205550464.000000 Penalty: 124948.460938
Iteration 96Q: 36 clusters Score -2.055505e+08 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 177761 members 
Mstep: Class 4 contains 101702 members 
Mstep: Class 5 contains 36466 members 
Mstep: Class 6 contains 14713 members 
Mstep: Class 7 contains 6980 members 
Mstep: Class 8 contains 171968 members 
Mstep: Class 9 contains 112313 members 
Mstep: Class 10 contains 6000 members 
Mstep: Class 11 contains 114432 members 
Mstep: Class 12 contains 257294 members 
Mstep: Class 13 contains 32628 members 
Mstep: Class 14 contains 108294 members 
Mstep: Class 15 contains 16752 members 
Mstep: Class 16 contains 36062 members 
Mstep: Class 17 contains 81928 members 
Mstep: Class 18 contains 20860 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24331 members 
Mstep: Class 22 contains 171744 members 
Mstep: Class 23 contains 31449 members 
Mstep: Class 24 contains 10969 members 
Mstep: Class 25 contains 36218 members 
Mstep: Class 26 contains 7425 members 
Mstep: Class 27 contains 72326 members 
Mstep: Class 28 contains 4536 members 
Mstep: Class 29 contains 5478 members 
Mstep: Class 30 contains 13442 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 12753 members 
Mstep: Class 34 contains 28096 members 
Mstep: Class 35 contains 8813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205551408.000000 Penalty: 124948.460938
Iteration 97Q: 36 clusters Score -2.055514e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 177691 members 
Mstep: Class 4 contains 100618 members 
Mstep: Class 5 contains 36583 members 
Mstep: Class 6 contains 14728 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 171812 members 
Mstep: Class 9 contains 112308 members 
Mstep: Class 10 contains 6009 members 
Mstep: Class 11 contains 114405 members 
Mstep: Class 12 contains 257279 members 
Mstep: Class 13 contains 32645 members 
Mstep: Class 14 contains 109478 members 
Mstep: Class 15 contains 16748 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 81922 members 
Mstep: Class 18 contains 20855 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24252 members 
Mstep: Class 22 contains 171743 members 
Mstep: Class 23 contains 31304 members 
Mstep: Class 24 contains 10971 members 
Mstep: Class 25 contains 36412 members 
Mstep: Class 26 contains 7478 members 
Mstep: Class 27 contains 72296 members 
Mstep: Class 28 contains 4545 members 
Mstep: Class 29 contains 5475 members 
Mstep: Class 30 contains 13453 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 12846 members 
Mstep: Class 34 contains 28102 members 
Mstep: Class 35 contains 8870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205551840.000000 Penalty: 124948.460938
Iteration 98Q: 36 clusters Score -2.055518e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 177595 members 
Mstep: Class 4 contains 99535 members 
Mstep: Class 5 contains 36701 members 
Mstep: Class 6 contains 14745 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 171715 members 
Mstep: Class 9 contains 112299 members 
Mstep: Class 10 contains 6019 members 
Mstep: Class 11 contains 114400 members 
Mstep: Class 12 contains 257263 members 
Mstep: Class 13 contains 32668 members 
Mstep: Class 14 contains 110666 members 
Mstep: Class 15 contains 16750 members 
Mstep: Class 16 contains 35792 members 
Mstep: Class 17 contains 81913 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24172 members 
Mstep: Class 22 contains 171739 members 
Mstep: Class 23 contains 31148 members 
Mstep: Class 24 contains 10964 members 
Mstep: Class 25 contains 36594 members 
Mstep: Class 26 contains 7522 members 
Mstep: Class 27 contains 72255 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 5480 members 
Mstep: Class 30 contains 13461 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 12950 members 
Mstep: Class 34 contains 28106 members 
Mstep: Class 35 contains 8929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552560.000000 Penalty: 124948.460938
Iteration 99Q: 36 clusters Score -2.055526e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 177512 members 
Mstep: Class 4 contains 98405 members 
Mstep: Class 5 contains 36818 members 
Mstep: Class 6 contains 14774 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 171594 members 
Mstep: Class 9 contains 112272 members 
Mstep: Class 10 contains 6024 members 
Mstep: Class 11 contains 114385 members 
Mstep: Class 12 contains 257267 members 
Mstep: Class 13 contains 32679 members 
Mstep: Class 14 contains 111901 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 16 contains 35624 members 
Mstep: Class 17 contains 81901 members 
Mstep: Class 18 contains 20841 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24091 members 
Mstep: Class 22 contains 171761 members 
Mstep: Class 23 contains 31012 members 
Mstep: Class 24 contains 10968 members 
Mstep: Class 25 contains 36778 members 
Mstep: Class 26 contains 7573 members 
Mstep: Class 27 contains 72221 members 
Mstep: Class 28 contains 4574 members 
Mstep: Class 29 contains 5487 members 
Mstep: Class 30 contains 13471 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13020 members 
Mstep: Class 34 contains 28116 members 
Mstep: Class 35 contains 8991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205553280.000000 Penalty: 124948.460938
Iteration 100F: 36 clusters Score -2.055533e+08 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 177408 members 
Mstep: Class 4 contains 97249 members 
Mstep: Class 5 contains 36930 members 
Mstep: Class 6 contains 14796 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 171491 members 
Mstep: Class 9 contains 112271 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 114370 members 
Mstep: Class 12 contains 257274 members 
Mstep: Class 13 contains 32683 members 
Mstep: Class 14 contains 113192 members 
Mstep: Class 15 contains 16740 members 
Mstep: Class 16 contains 35443 members 
Mstep: Class 17 contains 81881 members 
Mstep: Class 18 contains 20818 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 24017 members 
Mstep: Class 22 contains 171762 members 
Mstep: Class 23 contains 30905 members 
Mstep: Class 24 contains 10968 members 
Mstep: Class 25 contains 36944 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 72189 members 
Mstep: Class 28 contains 4580 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13077 members 
Mstep: Class 34 contains 28127 members 
Mstep: Class 35 contains 9074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205553760.000000 Penalty: 124948.460938
Iteration 101Q: 36 clusters Score -2.055538e+08 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 177304 members 
Mstep: Class 4 contains 96040 members 
Mstep: Class 5 contains 37019 members 
Mstep: Class 6 contains 14815 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 171375 members 
Mstep: Class 9 contains 112267 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 114360 members 
Mstep: Class 12 contains 257248 members 
Mstep: Class 13 contains 32681 members 
Mstep: Class 14 contains 114530 members 
Mstep: Class 15 contains 16737 members 
Mstep: Class 16 contains 35283 members 
Mstep: Class 17 contains 81863 members 
Mstep: Class 18 contains 20799 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23948 members 
Mstep: Class 22 contains 171774 members 
Mstep: Class 23 contains 30812 members 
Mstep: Class 24 contains 10968 members 
Mstep: Class 25 contains 37135 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 72166 members 
Mstep: Class 28 contains 4591 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 13478 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13153 members 
Mstep: Class 34 contains 28141 members 
Mstep: Class 35 contains 9139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554512.000000 Penalty: 124948.460938
Iteration 102Q: 36 clusters Score -2.055545e+08 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 177176 members 
Mstep: Class 4 contains 94817 members 
Mstep: Class 5 contains 37106 members 
Mstep: Class 6 contains 14834 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 171213 members 
Mstep: Class 9 contains 112256 members 
Mstep: Class 10 contains 6037 members 
Mstep: Class 11 contains 114342 members 
Mstep: Class 12 contains 257223 members 
Mstep: Class 13 contains 32696 members 
Mstep: Class 14 contains 115900 members 
Mstep: Class 15 contains 16740 members 
Mstep: Class 16 contains 35123 members 
Mstep: Class 17 contains 81862 members 
Mstep: Class 18 contains 20781 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23879 members 
Mstep: Class 22 contains 171778 members 
Mstep: Class 23 contains 30729 members 
Mstep: Class 24 contains 10963 members 
Mstep: Class 25 contains 37356 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 72156 members 
Mstep: Class 28 contains 4603 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 13471 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13223 members 
Mstep: Class 34 contains 28144 members 
Mstep: Class 35 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554416.000000 Penalty: 124948.460938
Iteration 103Q: 36 clusters Score -2.055544e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 177041 members 
Mstep: Class 4 contains 93664 members 
Mstep: Class 5 contains 37185 members 
Mstep: Class 6 contains 14841 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 171055 members 
Mstep: Class 9 contains 112235 members 
Mstep: Class 10 contains 6047 members 
Mstep: Class 11 contains 114316 members 
Mstep: Class 12 contains 257210 members 
Mstep: Class 13 contains 32706 members 
Mstep: Class 14 contains 117226 members 
Mstep: Class 15 contains 16745 members 
Mstep: Class 16 contains 34971 members 
Mstep: Class 17 contains 81861 members 
Mstep: Class 18 contains 20778 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23814 members 
Mstep: Class 22 contains 171803 members 
Mstep: Class 23 contains 30606 members 
Mstep: Class 24 contains 10959 members 
Mstep: Class 25 contains 37590 members 
Mstep: Class 26 contains 7747 members 
Mstep: Class 27 contains 72150 members 
Mstep: Class 28 contains 4606 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13473 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13280 members 
Mstep: Class 34 contains 28147 members 
Mstep: Class 35 contains 9269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554640.000000 Penalty: 124948.460938
Iteration 104Q: 36 clusters Score -2.055546e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 176900 members 
Mstep: Class 4 contains 92397 members 
Mstep: Class 5 contains 37276 members 
Mstep: Class 6 contains 14862 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 170862 members 
Mstep: Class 9 contains 112221 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 114298 members 
Mstep: Class 12 contains 257216 members 
Mstep: Class 13 contains 32716 members 
Mstep: Class 14 contains 118610 members 
Mstep: Class 15 contains 16748 members 
Mstep: Class 16 contains 34819 members 
Mstep: Class 17 contains 81852 members 
Mstep: Class 18 contains 20765 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23739 members 
Mstep: Class 22 contains 171836 members 
Mstep: Class 23 contains 30485 members 
Mstep: Class 24 contains 10956 members 
Mstep: Class 25 contains 37827 members 
Mstep: Class 26 contains 7795 members 
Mstep: Class 27 contains 72168 members 
Mstep: Class 28 contains 4617 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13480 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13343 members 
Mstep: Class 34 contains 28155 members 
Mstep: Class 35 contains 9338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205554864.000000 Penalty: 124948.460938
Iteration 105Q: 36 clusters Score -2.055549e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 176752 members 
Mstep: Class 4 contains 91108 members 
Mstep: Class 5 contains 37374 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 170700 members 
Mstep: Class 9 contains 112206 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 114282 members 
Mstep: Class 12 contains 257268 members 
Mstep: Class 13 contains 32734 members 
Mstep: Class 14 contains 119970 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 34696 members 
Mstep: Class 17 contains 81840 members 
Mstep: Class 18 contains 20747 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23648 members 
Mstep: Class 22 contains 171853 members 
Mstep: Class 23 contains 30380 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 38057 members 
Mstep: Class 26 contains 7843 members 
Mstep: Class 27 contains 72183 members 
Mstep: Class 28 contains 4628 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 13496 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13400 members 
Mstep: Class 34 contains 28158 members 
Mstep: Class 35 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205555712.000000 Penalty: 124948.460938
Iteration 106Q: 36 clusters Score -2.055557e+08 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 176591 members 
Mstep: Class 4 contains 89764 members 
Mstep: Class 5 contains 37471 members 
Mstep: Class 6 contains 14853 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 170545 members 
Mstep: Class 9 contains 112195 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 114249 members 
Mstep: Class 12 contains 257311 members 
Mstep: Class 13 contains 32737 members 
Mstep: Class 14 contains 121446 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 34556 members 
Mstep: Class 17 contains 81827 members 
Mstep: Class 18 contains 20733 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23560 members 
Mstep: Class 22 contains 171865 members 
Mstep: Class 23 contains 30281 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 38303 members 
Mstep: Class 26 contains 7880 members 
Mstep: Class 27 contains 72197 members 
Mstep: Class 28 contains 4635 members 
Mstep: Class 29 contains 5509 members 
Mstep: Class 30 contains 13511 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13442 members 
Mstep: Class 34 contains 28166 members 
Mstep: Class 35 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205556000.000000 Penalty: 124948.460938
Iteration 107Q: 36 clusters Score -2.05556e+08 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 176425 members 
Mstep: Class 4 contains 88336 members 
Mstep: Class 5 contains 37572 members 
Mstep: Class 6 contains 14850 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 170430 members 
Mstep: Class 9 contains 112181 members 
Mstep: Class 10 contains 6055 members 
Mstep: Class 11 contains 114215 members 
Mstep: Class 12 contains 257353 members 
Mstep: Class 13 contains 32750 members 
Mstep: Class 14 contains 122998 members 
Mstep: Class 15 contains 16784 members 
Mstep: Class 16 contains 34402 members 
Mstep: Class 17 contains 81818 members 
Mstep: Class 18 contains 20718 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23495 members 
Mstep: Class 22 contains 171862 members 
Mstep: Class 23 contains 30200 members 
Mstep: Class 24 contains 10929 members 
Mstep: Class 25 contains 38510 members 
Mstep: Class 26 contains 7911 members 
Mstep: Class 27 contains 72191 members 
Mstep: Class 28 contains 4643 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13527 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13485 members 
Mstep: Class 34 contains 28173 members 
Mstep: Class 35 contains 9565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205556416.000000 Penalty: 124948.460938
Iteration 108Q: 36 clusters Score -2.055564e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 6570 members 
Mstep: Class 3 contains 176252 members 
Mstep: Class 4 contains 86820 members 
Mstep: Class 5 contains 37659 members 
Mstep: Class 6 contains 14856 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 170310 members 
Mstep: Class 9 contains 112169 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 114189 members 
Mstep: Class 12 contains 257373 members 
Mstep: Class 13 contains 32761 members 
Mstep: Class 14 contains 124638 members 
Mstep: Class 15 contains 16795 members 
Mstep: Class 16 contains 34271 members 
Mstep: Class 17 contains 81807 members 
Mstep: Class 18 contains 20700 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23424 members 
Mstep: Class 22 contains 171877 members 
Mstep: Class 23 contains 30120 members 
Mstep: Class 24 contains 10919 members 
Mstep: Class 25 contains 38741 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 72195 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13528 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13522 members 
Mstep: Class 34 contains 28181 members 
Mstep: Class 35 contains 9634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557088.000000 Penalty: 124948.460938
Iteration 109Q: 36 clusters Score -2.055571e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 6568 members 
Mstep: Class 3 contains 176073 members 
Mstep: Class 4 contains 85310 members 
Mstep: Class 5 contains 37746 members 
Mstep: Class 6 contains 14859 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 170213 members 
Mstep: Class 9 contains 112160 members 
Mstep: Class 10 contains 6062 members 
Mstep: Class 11 contains 114156 members 
Mstep: Class 12 contains 257419 members 
Mstep: Class 13 contains 32778 members 
Mstep: Class 14 contains 126287 members 
Mstep: Class 15 contains 16801 members 
Mstep: Class 16 contains 34102 members 
Mstep: Class 17 contains 81800 members 
Mstep: Class 18 contains 20679 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 171890 members 
Mstep: Class 23 contains 30072 members 
Mstep: Class 24 contains 10907 members 
Mstep: Class 25 contains 38962 members 
Mstep: Class 26 contains 7957 members 
Mstep: Class 27 contains 72184 members 
Mstep: Class 28 contains 4652 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13531 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 28185 members 
Mstep: Class 35 contains 9688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557600.000000 Penalty: 124948.460938
Iteration 110Q: 36 clusters Score -2.055576e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 175862 members 
Mstep: Class 4 contains 83699 members 
Mstep: Class 5 contains 37830 members 
Mstep: Class 6 contains 14872 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 170156 members 
Mstep: Class 9 contains 112151 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 114133 members 
Mstep: Class 12 contains 257456 members 
Mstep: Class 13 contains 32796 members 
Mstep: Class 14 contains 127995 members 
Mstep: Class 15 contains 16804 members 
Mstep: Class 16 contains 33944 members 
Mstep: Class 17 contains 81786 members 
Mstep: Class 18 contains 20665 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23317 members 
Mstep: Class 22 contains 171930 members 
Mstep: Class 23 contains 30030 members 
Mstep: Class 24 contains 10900 members 
Mstep: Class 25 contains 39153 members 
Mstep: Class 26 contains 7974 members 
Mstep: Class 27 contains 72191 members 
Mstep: Class 28 contains 4650 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 13536 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13583 members 
Mstep: Class 34 contains 28193 members 
Mstep: Class 35 contains 9740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205558576.000000 Penalty: 124948.460938
Iteration 111Q: 36 clusters Score -2.055586e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 175653 members 
Mstep: Class 4 contains 82057 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 14887 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 170138 members 
Mstep: Class 9 contains 112129 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 114112 members 
Mstep: Class 12 contains 257481 members 
Mstep: Class 13 contains 32802 members 
Mstep: Class 14 contains 129740 members 
Mstep: Class 15 contains 16821 members 
Mstep: Class 16 contains 33793 members 
Mstep: Class 17 contains 81772 members 
Mstep: Class 18 contains 20652 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23252 members 
Mstep: Class 22 contains 171952 members 
Mstep: Class 23 contains 29967 members 
Mstep: Class 24 contains 10898 members 
Mstep: Class 25 contains 39323 members 
Mstep: Class 26 contains 8006 members 
Mstep: Class 27 contains 72186 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13548 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13609 members 
Mstep: Class 34 contains 28200 members 
Mstep: Class 35 contains 9795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205558768.000000 Penalty: 124948.460938
Iteration 112Q: 36 clusters Score -2.055588e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 175432 members 
Mstep: Class 4 contains 80320 members 
Mstep: Class 5 contains 37977 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 170115 members 
Mstep: Class 9 contains 112113 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 114081 members 
Mstep: Class 12 contains 257522 members 
Mstep: Class 13 contains 32804 members 
Mstep: Class 14 contains 131579 members 
Mstep: Class 15 contains 16824 members 
Mstep: Class 16 contains 33620 members 
Mstep: Class 17 contains 81773 members 
Mstep: Class 18 contains 20641 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23201 members 
Mstep: Class 22 contains 171978 members 
Mstep: Class 23 contains 29911 members 
Mstep: Class 24 contains 10896 members 
Mstep: Class 25 contains 39488 members 
Mstep: Class 26 contains 8028 members 
Mstep: Class 27 contains 72197 members 
Mstep: Class 28 contains 4656 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 13561 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13641 members 
Mstep: Class 34 contains 28206 members 
Mstep: Class 35 contains 9875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205559696.000000 Penalty: 124948.460938
Iteration 113Q: 36 clusters Score -2.055597e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 175194 members 
Mstep: Class 4 contains 78502 members 
Mstep: Class 5 contains 38036 members 
Mstep: Class 6 contains 14903 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 170134 members 
Mstep: Class 9 contains 112091 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 114052 members 
Mstep: Class 12 contains 257562 members 
Mstep: Class 13 contains 32806 members 
Mstep: Class 14 contains 133536 members 
Mstep: Class 15 contains 16835 members 
Mstep: Class 16 contains 33452 members 
Mstep: Class 17 contains 81767 members 
Mstep: Class 18 contains 20628 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23169 members 
Mstep: Class 22 contains 171978 members 
Mstep: Class 23 contains 29856 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 39629 members 
Mstep: Class 26 contains 8059 members 
Mstep: Class 27 contains 72211 members 
Mstep: Class 28 contains 4659 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 13561 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13656 members 
Mstep: Class 34 contains 28210 members 
Mstep: Class 35 contains 9956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560464.000000 Penalty: 124948.460938
Iteration 114Q: 36 clusters Score -2.055605e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 174966 members 
Mstep: Class 4 contains 76661 members 
Mstep: Class 5 contains 38089 members 
Mstep: Class 6 contains 14904 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 170153 members 
Mstep: Class 9 contains 112086 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 114011 members 
Mstep: Class 12 contains 257609 members 
Mstep: Class 13 contains 32813 members 
Mstep: Class 14 contains 135513 members 
Mstep: Class 15 contains 16851 members 
Mstep: Class 16 contains 33274 members 
Mstep: Class 17 contains 81756 members 
Mstep: Class 18 contains 20610 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23131 members 
Mstep: Class 22 contains 171986 members 
Mstep: Class 23 contains 29779 members 
Mstep: Class 24 contains 10894 members 
Mstep: Class 25 contains 39779 members 
Mstep: Class 26 contains 8094 members 
Mstep: Class 27 contains 72227 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13570 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13680 members 
Mstep: Class 34 contains 28213 members 
Mstep: Class 35 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205560736.000000 Penalty: 124948.460938
Iteration 115Q: 36 clusters Score -2.055607e+08 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 174733 members 
Mstep: Class 4 contains 74815 members 
Mstep: Class 5 contains 38151 members 
Mstep: Class 6 contains 14905 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112078 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 113993 members 
Mstep: Class 12 contains 257663 members 
Mstep: Class 13 contains 32820 members 
Mstep: Class 14 contains 137528 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 33109 members 
Mstep: Class 17 contains 81749 members 
Mstep: Class 18 contains 20599 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23088 members 
Mstep: Class 22 contains 171974 members 
Mstep: Class 23 contains 29707 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 39932 members 
Mstep: Class 26 contains 8102 members 
Mstep: Class 27 contains 72227 members 
Mstep: Class 28 contains 4672 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13582 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13708 members 
Mstep: Class 34 contains 28216 members 
Mstep: Class 35 contains 10105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561360.000000 Penalty: 124948.460938
Iteration 116Q: 36 clusters Score -2.055614e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 174495 members 
Mstep: Class 4 contains 72917 members 
Mstep: Class 5 contains 38219 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 170137 members 
Mstep: Class 9 contains 112079 members 
Mstep: Class 10 contains 6070 members 
Mstep: Class 11 contains 113977 members 
Mstep: Class 12 contains 257669 members 
Mstep: Class 13 contains 32823 members 
Mstep: Class 14 contains 139622 members 
Mstep: Class 15 contains 16864 members 
Mstep: Class 16 contains 32953 members 
Mstep: Class 17 contains 81727 members 
Mstep: Class 18 contains 20584 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23050 members 
Mstep: Class 22 contains 171968 members 
Mstep: Class 23 contains 29655 members 
Mstep: Class 24 contains 10888 members 
Mstep: Class 25 contains 40089 members 
Mstep: Class 26 contains 8110 members 
Mstep: Class 27 contains 72218 members 
Mstep: Class 28 contains 4672 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13588 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13736 members 
Mstep: Class 34 contains 28222 members 
Mstep: Class 35 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561776.000000 Penalty: 124948.460938
Iteration 117Q: 36 clusters Score -2.055618e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 174230 members 
Mstep: Class 4 contains 70919 members 
Mstep: Class 5 contains 38278 members 
Mstep: Class 6 contains 14931 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 170169 members 
Mstep: Class 9 contains 112068 members 
Mstep: Class 10 contains 6072 members 
Mstep: Class 11 contains 113959 members 
Mstep: Class 12 contains 257651 members 
Mstep: Class 13 contains 32814 members 
Mstep: Class 14 contains 141819 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 32781 members 
Mstep: Class 17 contains 81717 members 
Mstep: Class 18 contains 20561 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23031 members 
Mstep: Class 22 contains 171955 members 
Mstep: Class 23 contains 29581 members 
Mstep: Class 24 contains 10888 members 
Mstep: Class 25 contains 40264 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 72217 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13599 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13767 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563264.000000 Penalty: 124948.460938
Iteration 118Q: 36 clusters Score -2.055633e+08 nChanged 4129
Entering ConstructFrom: 
Score: -205563264.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (47731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Entering Unmasked Estep 
Score: -5598671.000000 Penalty: 2671.787354
	Iteration 0F: 2 clusters Score -5598671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5566566.000000 Penalty: 5343.574707
	Iteration 0F: 3 clusters Score -5566566 nChanged 22036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -5578584.000000 Penalty: 5343.574707
	Iteration 1F: 3 clusters Score -5578584 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5579316.500000 Penalty: 5343.574707
	Iteration 2Q: 3 clusters Score -5579316 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5580195.500000 Penalty: 5343.574707
	Iteration 3Q: 3 clusters Score -5580196 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5581357.500000 Penalty: 5343.574707
	Iteration 4F: 3 clusters Score -5581358 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5582909.000000 Penalty: 5343.574707
	Iteration 5F: 3 clusters Score -5582909 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5585236.000000 Penalty: 5343.574707
	Iteration 6F: 3 clusters Score -5585236 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -5588044.000000 Penalty: 5343.574707
	Iteration 7F: 3 clusters Score -5588044 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5590764.000000 Penalty: 5343.574707
	Iteration 8F: 3 clusters Score -5590764 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5592960.500000 Penalty: 5343.574707
	Iteration 9F: 3 clusters Score -5592960 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5594506.500000 Penalty: 5343.574707
	Iteration 10Q: 3 clusters Score -5594506 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5595323.000000 Penalty: 5343.574707
	Iteration 11Q: 3 clusters Score -5595323 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5595782.000000 Penalty: 5343.574707
	Iteration 12Q: 3 clusters Score -5595782 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5596030.000000 Penalty: 5343.574707
	Iteration 13Q: 3 clusters Score -5596030 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5596195.000000 Penalty: 5343.574707
	Iteration 14Q: 3 clusters Score -5596195 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5596313.000000 Penalty: 5343.574707
	Iteration 15Q: 3 clusters Score -5596313 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5596391.000000 Penalty: 5343.574707
	Iteration 16Q: 3 clusters Score -5596391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5596442.000000 Penalty: 5343.574707
	Iteration 17Q: 3 clusters Score -5596442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5596468.000000 Penalty: 5343.574707
	Iteration 18Q: 3 clusters Score -5596468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5596513.000000 Penalty: 5343.574707
	Iteration 19Q: 3 clusters Score -5596513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5596524.000000 Penalty: 5343.574707
	Iteration 20F: 3 clusters Score -5596524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5596541.000000 Penalty: 5343.574707
	Iteration 21Q: 3 clusters Score -5596541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5596550.500000 Penalty: 5343.574707
	Iteration 22Q: 3 clusters Score -5596550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5596561.000000 Penalty: 5343.574707
	Iteration 23Q: 3 clusters Score -5596561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5596572.000000 Penalty: 5343.574707
	Iteration 24Q: 3 clusters Score -5596572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5596577.500000 Penalty: 5343.574707
	Iteration 25Q: 3 clusters Score -5596578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5596582.500000 Penalty: 5343.574707
	Iteration 26Q: 3 clusters Score -5596582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5596582.000000 Penalty: 5343.574707
	Iteration 27Q: 3 clusters Score -5596582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5596585.000000 Penalty: 5343.574707
	Iteration 28Q: 3 clusters Score -5596585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5596590.000000 Penalty: 5343.574707
	Iteration 29Q: 3 clusters Score -5596590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5596587.500000 Penalty: 5343.574707
	Iteration 30Q: 3 clusters Score -5596588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5596581.500000 Penalty: 5343.574707
	Iteration 31Q: 3 clusters Score -5596582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5596589.000000 Penalty: 5343.574707
	Iteration 32Q: 3 clusters Score -5596589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5596584.000000 Penalty: 5343.574707
	Iteration 33Q: 3 clusters Score -5596584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5596585.000000 Penalty: 5343.574707
	Iteration 34Q: 3 clusters Score -5596585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5596590.000000 Penalty: 5343.574707
	Iteration 35Q: 3 clusters Score -5596590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5596590.000000 Penalty: 5343.574707
	Iteration 36Q: 3 clusters Score -5596590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5596587.000000 Penalty: 5343.574707
	Iteration 37Q: 3 clusters Score -5596587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5596589.500000 Penalty: 5343.574707
	Iteration 38Q: 3 clusters Score -5596590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5596584.500000 Penalty: 5343.574707
	Iteration 39Q: 3 clusters Score -5596584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5596584.500000 Penalty: 5343.574707
	Iteration 40F: 3 clusters Score -5596584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Entering Unmasked Estep 
Score: -772829.875000 Penalty: 2179.797852
	Iteration 0F: 2 clusters Score -772829.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -767377.750000 Penalty: 4359.595703
	Iteration 0F: 3 clusters Score -767377.8 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -768820.687500 Penalty: 4359.595703
	Iteration 1F: 3 clusters Score -768820.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -769095.687500 Penalty: 4359.595703
	Iteration 2F: 3 clusters Score -769095.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -769272.375000 Penalty: 4359.595703
	Iteration 3F: 3 clusters Score -769272.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -769401.000000 Penalty: 4359.595703
	Iteration 4Q: 3 clusters Score -769401 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -769517.875000 Penalty: 4359.595703
	Iteration 5Q: 3 clusters Score -769517.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -769616.937500 Penalty: 4359.595703
	Iteration 6Q: 3 clusters Score -769616.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -769753.937500 Penalty: 4359.595703
	Iteration 7Q: 3 clusters Score -769753.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -769902.062500 Penalty: 4359.595703
	Iteration 8Q: 3 clusters Score -769902.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -770067.312500 Penalty: 4359.595703
	Iteration 9Q: 3 clusters Score -770067.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -770259.125000 Penalty: 4359.595703
	Iteration 10Q: 3 clusters Score -770259.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -770462.312500 Penalty: 4359.595703
	Iteration 11Q: 3 clusters Score -770462.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -770635.687500 Penalty: 4359.595703
	Iteration 12Q: 3 clusters Score -770635.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -770762.812500 Penalty: 4359.595703
	Iteration 13Q: 3 clusters Score -770762.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -770876.625000 Penalty: 4359.595703
	Iteration 14Q: 3 clusters Score -770876.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -770976.250000 Penalty: 4359.595703
	Iteration 15Q: 3 clusters Score -770976.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -771067.250000 Penalty: 4359.595703
	Iteration 16Q: 3 clusters Score -771067.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -771147.937500 Penalty: 4359.595703
	Iteration 17Q: 3 clusters Score -771147.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -771217.062500 Penalty: 4359.595703
	Iteration 18Q: 3 clusters Score -771217.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -771276.125000 Penalty: 4359.595703
	Iteration 19Q: 3 clusters Score -771276.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -771316.312500 Penalty: 4359.595703
	Iteration 20F: 3 clusters Score -771316.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -771355.875000 Penalty: 4359.595703
	Iteration 21Q: 3 clusters Score -771355.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -771381.250000 Penalty: 4359.595703
	Iteration 22Q: 3 clusters Score -771381.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -771408.750000 Penalty: 4359.595703
	Iteration 23Q: 3 clusters Score -771408.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -771430.375000 Penalty: 4359.595703
	Iteration 24Q: 3 clusters Score -771430.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -771446.375000 Penalty: 4359.595703
	Iteration 25Q: 3 clusters Score -771446.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -771462.562500 Penalty: 4359.595703
	Iteration 26Q: 3 clusters Score -771462.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -771477.625000 Penalty: 4359.595703
	Iteration 27Q: 3 clusters Score -771477.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -771489.062500 Penalty: 4359.595703
	Iteration 28Q: 3 clusters Score -771489.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -771500.375000 Penalty: 4359.595703
	Iteration 29Q: 3 clusters Score -771500.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -771511.125000 Penalty: 4359.595703
	Iteration 30Q: 3 clusters Score -771511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -771520.625000 Penalty: 4359.595703
	Iteration 31Q: 3 clusters Score -771520.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -771536.375000 Penalty: 4359.595703
	Iteration 32Q: 3 clusters Score -771536.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -771544.875000 Penalty: 4359.595703
	Iteration 33Q: 3 clusters Score -771544.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -771553.562500 Penalty: 4359.595703
	Iteration 34Q: 3 clusters Score -771553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -771555.500000 Penalty: 4359.595703
	Iteration 35Q: 3 clusters Score -771555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -771557.312500 Penalty: 4359.595703
	Iteration 36Q: 3 clusters Score -771557.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -771558.062500 Penalty: 4359.595703
	Iteration 37Q: 3 clusters Score -771558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -771557.875000 Penalty: 4359.595703
	Iteration 38Q: 3 clusters Score -771557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -771559.375000 Penalty: 4359.595703
	Iteration 39Q: 3 clusters Score -771559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -771559.500000 Penalty: 4359.595703
	Iteration 40F: 3 clusters Score -771559.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173994 members 
Entering Unmasked Estep 
Score: -20891662.000000 Penalty: 2992.560547
	Iteration 0F: 2 clusters Score -2.089166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -20780336.000000 Penalty: 5985.121094
	Iteration 0F: 3 clusters Score -2.078034e+07 nChanged 83524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -20828786.000000 Penalty: 5985.121094
	Iteration 1F: 3 clusters Score -2.082879e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 90516 members 
Entering Unmasked Estep 
Score: -20830034.000000 Penalty: 5985.121094
	Iteration 2Q: 3 clusters Score -2.083003e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -20831334.000000 Penalty: 5985.121094
	Iteration 3Q: 3 clusters Score -2.083133e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -20832960.000000 Penalty: 5985.121094
	Iteration 4Q: 3 clusters Score -2.083296e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -20835448.000000 Penalty: 5985.121094
	Iteration 5Q: 3 clusters Score -2.083545e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 108085 members 
Entering Unmasked Estep 
Score: -20839392.000000 Penalty: 5985.121094
	Iteration 6Q: 3 clusters Score -2.083939e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 117833 members 
Entering Unmasked Estep 
Score: -20845220.000000 Penalty: 5985.121094
	Iteration 7F: 3 clusters Score -2.084522e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 130143 members 
Entering Unmasked Estep 
Score: -20853932.000000 Penalty: 5985.121094
	Iteration 8F: 3 clusters Score -2.085393e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -20866008.000000 Penalty: 5985.121094
	Iteration 9F: 3 clusters Score -2.086601e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 157141 members 
Entering Unmasked Estep 
Score: -20877504.000000 Penalty: 5985.121094
	Iteration 10F: 3 clusters Score -2.08775e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 166589 members 
Entering Unmasked Estep 
Score: -20884570.000000 Penalty: 5985.121094
	Iteration 11F: 3 clusters Score -2.088457e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 171328 members 
Entering Unmasked Estep 
Score: -20887488.000000 Penalty: 5985.121094
	Iteration 12Q: 3 clusters Score -2.088749e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -20888402.000000 Penalty: 5985.121094
	Iteration 13Q: 3 clusters Score -2.08884e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 173505 members 
Entering Unmasked Estep 
Score: -20888798.000000 Penalty: 5985.121094
	Iteration 14Q: 3 clusters Score -2.08888e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 173646 members 
Entering Unmasked Estep 
Score: -20888886.000000 Penalty: 5985.121094
	Iteration 15Q: 3 clusters Score -2.088889e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 173694 members 
Entering Unmasked Estep 
Score: -20888978.000000 Penalty: 5985.121094
	Iteration 16Q: 3 clusters Score -2.088898e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 173721 members 
Entering Unmasked Estep 
Score: -20889010.000000 Penalty: 5985.121094
	Iteration 17Q: 3 clusters Score -2.088901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 173738 members 
Entering Unmasked Estep 
Score: -20889042.000000 Penalty: 5985.121094
	Iteration 18Q: 3 clusters Score -2.088904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173744 members 
Entering Unmasked Estep 
Score: -20889048.000000 Penalty: 5985.121094
	Iteration 19Q: 3 clusters Score -2.088905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -20889060.000000 Penalty: 5985.121094
	Iteration 20F: 3 clusters Score -2.088906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173750 members 
Entering Unmasked Estep 
Score: -20889080.000000 Penalty: 5985.121094
	Iteration 21Q: 3 clusters Score -2.088908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 173755 members 
Entering Unmasked Estep 
Score: -20889090.000000 Penalty: 5985.121094
	Iteration 22Q: 3 clusters Score -2.088909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 173756 members 
Entering Unmasked Estep 
Score: -20889092.000000 Penalty: 5985.121094
	Iteration 23Q: 3 clusters Score -2.088909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 173758 members 
Entering Unmasked Estep 
Score: -20889090.000000 Penalty: 5985.121094
	Iteration 24Q: 3 clusters Score -2.088909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173760 members 
Entering Unmasked Estep 
Score: -20889098.000000 Penalty: 5985.121094
	Iteration 25Q: 3 clusters Score -2.08891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -20889096.000000 Penalty: 5985.121094
	Iteration 26Q: 3 clusters Score -2.08891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -20889092.000000 Penalty: 5985.121094
	Iteration 27Q: 3 clusters Score -2.088909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -20889092.000000 Penalty: 5985.121094
	Iteration 28F: 3 clusters Score -2.088909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Entering Unmasked Estep 
Score: -8300220.000000 Penalty: 2762.807617
	Iteration 0F: 2 clusters Score -8300220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -8253852.000000 Penalty: 5525.615234
	Iteration 0F: 3 clusters Score -8253852 nChanged 32079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -8272593.000000 Penalty: 5525.615234
	Iteration 1F: 3 clusters Score -8272593 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -8273724.000000 Penalty: 5525.615234
	Iteration 2Q: 3 clusters Score -8273724 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -8275198.000000 Penalty: 5525.615234
	Iteration 3Q: 3 clusters Score -8275198 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -8277457.000000 Penalty: 5525.615234
	Iteration 4F: 3 clusters Score -8277457 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -8280722.500000 Penalty: 5525.615234
	Iteration 5F: 3 clusters Score -8280722 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -8285065.500000 Penalty: 5525.615234
	Iteration 6F: 3 clusters Score -8285066 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -8289438.000000 Penalty: 5525.615234
	Iteration 7F: 3 clusters Score -8289438 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -8292569.500000 Penalty: 5525.615234
	Iteration 8Q: 3 clusters Score -8292570 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -8294122.500000 Penalty: 5525.615234
	Iteration 9Q: 3 clusters Score -8294122 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -8294759.000000 Penalty: 5525.615234
	Iteration 10Q: 3 clusters Score -8294759 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -8295231.500000 Penalty: 5525.615234
	Iteration 11Q: 3 clusters Score -8295232 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -8295618.000000 Penalty: 5525.615234
	Iteration 12Q: 3 clusters Score -8295618 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -8295921.500000 Penalty: 5525.615234
	Iteration 13Q: 3 clusters Score -8295922 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -8296206.000000 Penalty: 5525.615234
	Iteration 14Q: 3 clusters Score -8296206 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -8296439.000000 Penalty: 5525.615234
	Iteration 15Q: 3 clusters Score -8296439 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -8296693.000000 Penalty: 5525.615234
	Iteration 16Q: 3 clusters Score -8296693 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -8296895.500000 Penalty: 5525.615234
	Iteration 17Q: 3 clusters Score -8296896 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -8297043.500000 Penalty: 5525.615234
	Iteration 18Q: 3 clusters Score -8297044 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8297192.000000 Penalty: 5525.615234
	Iteration 19Q: 3 clusters Score -8297192 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8297279.000000 Penalty: 5525.615234
	Iteration 20F: 3 clusters Score -8297279 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8297379.500000 Penalty: 5525.615234
	Iteration 21Q: 3 clusters Score -8297380 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8297453.500000 Penalty: 5525.615234
	Iteration 22Q: 3 clusters Score -8297454 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8297532.500000 Penalty: 5525.615234
	Iteration 23Q: 3 clusters Score -8297532 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8297623.000000 Penalty: 5525.615234
	Iteration 24Q: 3 clusters Score -8297623 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8297661.000000 Penalty: 5525.615234
	Iteration 25Q: 3 clusters Score -8297661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8297722.500000 Penalty: 5525.615234
	Iteration 26Q: 3 clusters Score -8297722 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8297732.000000 Penalty: 5525.615234
	Iteration 27Q: 3 clusters Score -8297732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8297757.500000 Penalty: 5525.615234
	Iteration 28Q: 3 clusters Score -8297758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8297774.500000 Penalty: 5525.615234
	Iteration 29Q: 3 clusters Score -8297774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8297800.500000 Penalty: 5525.615234
	Iteration 30Q: 3 clusters Score -8297800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8297808.500000 Penalty: 5525.615234
	Iteration 31Q: 3 clusters Score -8297808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8297831.500000 Penalty: 5525.615234
	Iteration 32Q: 3 clusters Score -8297832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8297852.500000 Penalty: 5525.615234
	Iteration 33Q: 3 clusters Score -8297852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8297874.500000 Penalty: 5525.615234
	Iteration 34Q: 3 clusters Score -8297874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8297886.500000 Penalty: 5525.615234
	Iteration 35Q: 3 clusters Score -8297886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8297882.500000 Penalty: 5525.615234
	Iteration 36Q: 3 clusters Score -8297882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8297883.500000 Penalty: 5525.615234
	Iteration 37Q: 3 clusters Score -8297884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8297893.500000 Penalty: 5525.615234
	Iteration 38Q: 3 clusters Score -8297894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8297896.500000 Penalty: 5525.615234
	Iteration 39Q: 3 clusters Score -8297896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8297905.000000 Penalty: 5525.615234
	Iteration 40F: 3 clusters Score -8297905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8297915.500000 Penalty: 5525.615234
	Iteration 41Q: 3 clusters Score -8297916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8297904.000000 Penalty: 5525.615234
	Iteration 42Q: 3 clusters Score -8297904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8297923.000000 Penalty: 5525.615234
	Iteration 43Q: 3 clusters Score -8297923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8297928.500000 Penalty: 5525.615234
	Iteration 44Q: 3 clusters Score -8297928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8297934.500000 Penalty: 5525.615234
	Iteration 45Q: 3 clusters Score -8297934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8297954.500000 Penalty: 5525.615234
	Iteration 46Q: 3 clusters Score -8297954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8297966.000000 Penalty: 5525.615234
	Iteration 47Q: 3 clusters Score -8297966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8297961.000000 Penalty: 5525.615234
	Iteration 48Q: 3 clusters Score -8297961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8297957.500000 Penalty: 5525.615234
	Iteration 49Q: 3 clusters Score -8297958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8297968.500000 Penalty: 5525.615234
	Iteration 50Q: 3 clusters Score -8297968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8297976.000000 Penalty: 5525.615234
	Iteration 51Q: 3 clusters Score -8297976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8297969.500000 Penalty: 5525.615234
	Iteration 52Q: 3 clusters Score -8297970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8297976.000000 Penalty: 5525.615234
	Iteration 53Q: 3 clusters Score -8297976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8297974.000000 Penalty: 5525.615234
	Iteration 54Q: 3 clusters Score -8297974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8297975.000000 Penalty: 5525.615234
	Iteration 55Q: 3 clusters Score -8297975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8297988.000000 Penalty: 5525.615234
	Iteration 56Q: 3 clusters Score -8297988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8297991.500000 Penalty: 5525.615234
	Iteration 57Q: 3 clusters Score -8297992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8297985.500000 Penalty: 5525.615234
	Iteration 58Q: 3 clusters Score -8297986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8297982.500000 Penalty: 5525.615234
	Iteration 59Q: 3 clusters Score -8297982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8297987.000000 Penalty: 5525.615234
	Iteration 60F: 3 clusters Score -8297987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8297991.000000 Penalty: 5525.615234
	Iteration 61Q: 3 clusters Score -8297991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8297986.500000 Penalty: 5525.615234
	Iteration 62Q: 3 clusters Score -8297986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8297986.000000 Penalty: 5525.615234
	Iteration 63Q: 3 clusters Score -8297986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8297985.500000 Penalty: 5525.615234
	Iteration 64Q: 3 clusters Score -8297986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8297994.500000 Penalty: 5525.615234
	Iteration 65Q: 3 clusters Score -8297994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8297991.500000 Penalty: 5525.615234
	Iteration 66Q: 3 clusters Score -8297992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8297992.500000 Penalty: 5525.615234
	Iteration 67Q: 3 clusters Score -8297992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8297996.500000 Penalty: 5525.615234
	Iteration 68Q: 3 clusters Score -8297996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8297996.000000 Penalty: 5525.615234
	Iteration 69Q: 3 clusters Score -8297996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8298001.500000 Penalty: 5525.615234
	Iteration 70Q: 3 clusters Score -8298002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8298005.500000 Penalty: 5525.615234
	Iteration 71Q: 3 clusters Score -8298006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8298008.500000 Penalty: 5525.615234
	Iteration 72Q: 3 clusters Score -8298008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8298008.000000 Penalty: 5525.615234
	Iteration 73Q: 3 clusters Score -8298008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8298010.500000 Penalty: 5525.615234
	Iteration 74Q: 3 clusters Score -8298010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8298010.500000 Penalty: 5525.615234
	Iteration 75F: 3 clusters Score -8298010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Entering Unmasked Estep 
Score: -4545887.500000 Penalty: 2617.395508
	Iteration 0F: 2 clusters Score -4545888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4519827.000000 Penalty: 5234.791016
	Iteration 0F: 3 clusters Score -4519827 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4529400.000000 Penalty: 5234.791016
	Iteration 1F: 3 clusters Score -4529400 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4529954.000000 Penalty: 5234.791016
	Iteration 2Q: 3 clusters Score -4529954 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4530460.000000 Penalty: 5234.791016
	Iteration 3Q: 3 clusters Score -4530460 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4530933.500000 Penalty: 5234.791016
	Iteration 4Q: 3 clusters Score -4530934 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -4531412.500000 Penalty: 5234.791016
	Iteration 5Q: 3 clusters Score -4531412 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4531975.000000 Penalty: 5234.791016
	Iteration 6Q: 3 clusters Score -4531975 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -4532640.500000 Penalty: 5234.791016
	Iteration 7Q: 3 clusters Score -4532640 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4533452.000000 Penalty: 5234.791016
	Iteration 8Q: 3 clusters Score -4533452 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4534358.000000 Penalty: 5234.791016
	Iteration 9Q: 3 clusters Score -4534358 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -4535447.500000 Penalty: 5234.791016
	Iteration 10Q: 3 clusters Score -4535448 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4536620.500000 Penalty: 5234.791016
	Iteration 11Q: 3 clusters Score -4536620 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4537886.500000 Penalty: 5234.791016
	Iteration 12Q: 3 clusters Score -4537886 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4539241.500000 Penalty: 5234.791016
	Iteration 13Q: 3 clusters Score -4539242 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4540576.500000 Penalty: 5234.791016
	Iteration 14Q: 3 clusters Score -4540576 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4541592.000000 Penalty: 5234.791016
	Iteration 15Q: 3 clusters Score -4541592 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4542358.000000 Penalty: 5234.791016
	Iteration 16Q: 3 clusters Score -4542358 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -4542828.000000 Penalty: 5234.791016
	Iteration 17Q: 3 clusters Score -4542828 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -4543147.000000 Penalty: 5234.791016
	Iteration 18Q: 3 clusters Score -4543147 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4543327.500000 Penalty: 5234.791016
	Iteration 19Q: 3 clusters Score -4543328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4543439.000000 Penalty: 5234.791016
	Iteration 20F: 3 clusters Score -4543439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4543514.500000 Penalty: 5234.791016
	Iteration 21Q: 3 clusters Score -4543514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4543555.000000 Penalty: 5234.791016
	Iteration 22Q: 3 clusters Score -4543555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4543572.000000 Penalty: 5234.791016
	Iteration 23Q: 3 clusters Score -4543572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -4543591.000000 Penalty: 5234.791016
	Iteration 24Q: 3 clusters Score -4543591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4543604.500000 Penalty: 5234.791016
	Iteration 25Q: 3 clusters Score -4543604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4543619.500000 Penalty: 5234.791016
	Iteration 26Q: 3 clusters Score -4543620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4543632.500000 Penalty: 5234.791016
	Iteration 27Q: 3 clusters Score -4543632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -4543637.500000 Penalty: 5234.791016
	Iteration 28Q: 3 clusters Score -4543638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4543644.000000 Penalty: 5234.791016
	Iteration 29Q: 3 clusters Score -4543644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4543654.500000 Penalty: 5234.791016
	Iteration 30Q: 3 clusters Score -4543654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4543661.500000 Penalty: 5234.791016
	Iteration 31Q: 3 clusters Score -4543662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4543663.000000 Penalty: 5234.791016
	Iteration 32Q: 3 clusters Score -4543663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4543666.500000 Penalty: 5234.791016
	Iteration 33Q: 3 clusters Score -4543666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -4543667.000000 Penalty: 5234.791016
	Iteration 34Q: 3 clusters Score -4543667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -4543664.500000 Penalty: 5234.791016
	Iteration 35Q: 3 clusters Score -4543664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4543663.000000 Penalty: 5234.791016
	Iteration 36Q: 3 clusters Score -4543663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4543665.000000 Penalty: 5234.791016
	Iteration 37Q: 3 clusters Score -4543665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4543665.000000 Penalty: 5234.791016
	Iteration 38Q: 3 clusters Score -4543665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4543665.500000 Penalty: 5234.791016
	Iteration 39Q: 3 clusters Score -4543666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4543672.000000 Penalty: 5234.791016
	Iteration 40F: 3 clusters Score -4543672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -4543684.000000 Penalty: 5234.791016
	Iteration 41Q: 3 clusters Score -4543684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4543694.000000 Penalty: 5234.791016
	Iteration 42Q: 3 clusters Score -4543694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4543693.000000 Penalty: 5234.791016
	Iteration 43Q: 3 clusters Score -4543693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -4543695.500000 Penalty: 5234.791016
	Iteration 44Q: 3 clusters Score -4543696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4543696.500000 Penalty: 5234.791016
	Iteration 45Q: 3 clusters Score -4543696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4543699.000000 Penalty: 5234.791016
	Iteration 46Q: 3 clusters Score -4543699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4543700.500000 Penalty: 5234.791016
	Iteration 47Q: 3 clusters Score -4543700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4543703.500000 Penalty: 5234.791016
	Iteration 48Q: 3 clusters Score -4543704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4543703.500000 Penalty: 5234.791016
	Iteration 49Q: 3 clusters Score -4543704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4543703.000000 Penalty: 5234.791016
	Iteration 50Q: 3 clusters Score -4543703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4543704.500000 Penalty: 5234.791016
	Iteration 51Q: 3 clusters Score -4543704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4543704.500000 Penalty: 5234.791016
	Iteration 52F: 3 clusters Score -4543704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Entering Unmasked Estep 
Score: -1659532.625000 Penalty: 2383.676025
	Iteration 0F: 2 clusters Score -1659533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1648669.625000 Penalty: 4767.352051
	Iteration 0F: 3 clusters Score -1648670 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1652257.750000 Penalty: 4767.352051
	Iteration 1F: 3 clusters Score -1652258 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1652739.000000 Penalty: 4767.352051
	Iteration 2F: 3 clusters Score -1652739 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1653221.375000 Penalty: 4767.352051
	Iteration 3F: 3 clusters Score -1653221 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1653654.375000 Penalty: 4767.352051
	Iteration 4F: 3 clusters Score -1653654 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1654047.875000 Penalty: 4767.352051
	Iteration 5Q: 3 clusters Score -1654048 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1654410.375000 Penalty: 4767.352051
	Iteration 6Q: 3 clusters Score -1654410 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1654770.750000 Penalty: 4767.352051
	Iteration 7Q: 3 clusters Score -1654771 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1655104.625000 Penalty: 4767.352051
	Iteration 8Q: 3 clusters Score -1655105 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1655437.625000 Penalty: 4767.352051
	Iteration 9Q: 3 clusters Score -1655438 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1655706.000000 Penalty: 4767.352051
	Iteration 10Q: 3 clusters Score -1655706 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1655936.250000 Penalty: 4767.352051
	Iteration 11Q: 3 clusters Score -1655936 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1656144.000000 Penalty: 4767.352051
	Iteration 12Q: 3 clusters Score -1656144 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1656328.500000 Penalty: 4767.352051
	Iteration 13Q: 3 clusters Score -1656328 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1656516.875000 Penalty: 4767.352051
	Iteration 14Q: 3 clusters Score -1656517 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1656706.375000 Penalty: 4767.352051
	Iteration 15Q: 3 clusters Score -1656706 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1656861.000000 Penalty: 4767.352051
	Iteration 16Q: 3 clusters Score -1656861 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1656990.000000 Penalty: 4767.352051
	Iteration 17Q: 3 clusters Score -1656990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1657095.500000 Penalty: 4767.352051
	Iteration 18Q: 3 clusters Score -1657096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1657173.375000 Penalty: 4767.352051
	Iteration 19Q: 3 clusters Score -1657173 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1657264.500000 Penalty: 4767.352051
	Iteration 20F: 3 clusters Score -1657264 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1657356.000000 Penalty: 4767.352051
	Iteration 21Q: 3 clusters Score -1657356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1657421.750000 Penalty: 4767.352051
	Iteration 22Q: 3 clusters Score -1657422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1657483.000000 Penalty: 4767.352051
	Iteration 23Q: 3 clusters Score -1657483 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1657542.750000 Penalty: 4767.352051
	Iteration 24Q: 3 clusters Score -1657543 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1657605.000000 Penalty: 4767.352051
	Iteration 25Q: 3 clusters Score -1657605 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1657660.250000 Penalty: 4767.352051
	Iteration 26Q: 3 clusters Score -1657660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1657705.000000 Penalty: 4767.352051
	Iteration 27Q: 3 clusters Score -1657705 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1657746.125000 Penalty: 4767.352051
	Iteration 28Q: 3 clusters Score -1657746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1657786.500000 Penalty: 4767.352051
	Iteration 29Q: 3 clusters Score -1657786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1657826.750000 Penalty: 4767.352051
	Iteration 30Q: 3 clusters Score -1657827 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1657869.125000 Penalty: 4767.352051
	Iteration 31Q: 3 clusters Score -1657869 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1657913.125000 Penalty: 4767.352051
	Iteration 32Q: 3 clusters Score -1657913 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1657952.125000 Penalty: 4767.352051
	Iteration 33Q: 3 clusters Score -1657952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1657986.125000 Penalty: 4767.352051
	Iteration 34Q: 3 clusters Score -1657986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1658020.375000 Penalty: 4767.352051
	Iteration 35Q: 3 clusters Score -1658020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1658061.500000 Penalty: 4767.352051
	Iteration 36Q: 3 clusters Score -1658062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1658096.125000 Penalty: 4767.352051
	Iteration 37Q: 3 clusters Score -1658096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1658132.500000 Penalty: 4767.352051
	Iteration 38Q: 3 clusters Score -1658132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1658166.375000 Penalty: 4767.352051
	Iteration 39Q: 3 clusters Score -1658166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1658200.000000 Penalty: 4767.352051
	Iteration 40F: 3 clusters Score -1658200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1658226.250000 Penalty: 4767.352051
	Iteration 41Q: 3 clusters Score -1658226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1658246.375000 Penalty: 4767.352051
	Iteration 42Q: 3 clusters Score -1658246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1658267.750000 Penalty: 4767.352051
	Iteration 43Q: 3 clusters Score -1658268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1658293.125000 Penalty: 4767.352051
	Iteration 44Q: 3 clusters Score -1658293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1658315.750000 Penalty: 4767.352051
	Iteration 45Q: 3 clusters Score -1658316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1658335.875000 Penalty: 4767.352051
	Iteration 46Q: 3 clusters Score -1658336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1658352.500000 Penalty: 4767.352051
	Iteration 47Q: 3 clusters Score -1658352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1658400.375000 Penalty: 4767.352051
	Iteration 48Q: 3 clusters Score -1658400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1658444.375000 Penalty: 4767.352051
	Iteration 49Q: 3 clusters Score -1658444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1658498.375000 Penalty: 4767.352051
	Iteration 50Q: 3 clusters Score -1658498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1658551.500000 Penalty: 4767.352051
	Iteration 51Q: 3 clusters Score -1658552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1658629.000000 Penalty: 4767.352051
	Iteration 52Q: 3 clusters Score -1658629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1658682.000000 Penalty: 4767.352051
	Iteration 53Q: 3 clusters Score -1658682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1658703.500000 Penalty: 4767.352051
	Iteration 54Q: 3 clusters Score -1658704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1658714.125000 Penalty: 4767.352051
	Iteration 55Q: 3 clusters Score -1658714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1658716.625000 Penalty: 4767.352051
	Iteration 56Q: 3 clusters Score -1658717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1658716.125000 Penalty: 4767.352051
	Iteration 57Q: 3 clusters Score -1658716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1658720.750000 Penalty: 4767.352051
	Iteration 58F: 3 clusters Score -1658721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1658728.250000 Penalty: 4767.352051
	Iteration 59Q: 3 clusters Score -1658728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1658733.250000 Penalty: 4767.352051
	Iteration 60F: 3 clusters Score -1658733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1658734.375000 Penalty: 4767.352051
	Iteration 61Q: 3 clusters Score -1658734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1658735.625000 Penalty: 4767.352051
	Iteration 62Q: 3 clusters Score -1658736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1658737.750000 Penalty: 4767.352051
	Iteration 63Q: 3 clusters Score -1658738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1658739.250000 Penalty: 4767.352051
	Iteration 64Q: 3 clusters Score -1658739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1658740.250000 Penalty: 4767.352051
	Iteration 65Q: 3 clusters Score -1658740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1658740.375000 Penalty: 4767.352051
	Iteration 66Q: 3 clusters Score -1658740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1658741.000000 Penalty: 4767.352051
	Iteration 67Q: 3 clusters Score -1658741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1658750.875000 Penalty: 4767.352051
	Iteration 68Q: 3 clusters Score -1658751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1658758.375000 Penalty: 4767.352051
	Iteration 69Q: 3 clusters Score -1658758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1658776.500000 Penalty: 4767.352051
	Iteration 70Q: 3 clusters Score -1658776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1658785.250000 Penalty: 4767.352051
	Iteration 71Q: 3 clusters Score -1658785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1658788.000000 Penalty: 4767.352051
	Iteration 72Q: 3 clusters Score -1658788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1658796.375000 Penalty: 4767.352051
	Iteration 73Q: 3 clusters Score -1658796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1658799.250000 Penalty: 4767.352051
	Iteration 74Q: 3 clusters Score -1658799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1658800.625000 Penalty: 4767.352051
	Iteration 75Q: 3 clusters Score -1658801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1658799.000000 Penalty: 4767.352051
	Iteration 76Q: 3 clusters Score -1658799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1658800.125000 Penalty: 4767.352051
	Iteration 77Q: 3 clusters Score -1658800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1658800.500000 Penalty: 4767.352051
	Iteration 78Q: 3 clusters Score -1658800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1658802.000000 Penalty: 4767.352051
	Iteration 79Q: 3 clusters Score -1658802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1658805.250000 Penalty: 4767.352051
	Iteration 80F: 3 clusters Score -1658805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1658808.625000 Penalty: 4767.352051
	Iteration 81Q: 3 clusters Score -1658809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1658808.375000 Penalty: 4767.352051
	Iteration 82Q: 3 clusters Score -1658808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1658812.500000 Penalty: 4767.352051
	Iteration 83Q: 3 clusters Score -1658812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1658815.375000 Penalty: 4767.352051
	Iteration 84Q: 3 clusters Score -1658815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1658819.125000 Penalty: 4767.352051
	Iteration 85Q: 3 clusters Score -1658819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1658826.000000 Penalty: 4767.352051
	Iteration 86Q: 3 clusters Score -1658826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1658825.625000 Penalty: 4767.352051
	Iteration 87Q: 3 clusters Score -1658826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1658827.875000 Penalty: 4767.352051
	Iteration 88Q: 3 clusters Score -1658828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1658828.625000 Penalty: 4767.352051
	Iteration 89Q: 3 clusters Score -1658829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1658828.750000 Penalty: 4767.352051
	Iteration 90Q: 3 clusters Score -1658829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1658828.000000 Penalty: 4767.352051
	Iteration 91Q: 3 clusters Score -1658828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1658827.875000 Penalty: 4767.352051
	Iteration 92Q: 3 clusters Score -1658828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1658828.625000 Penalty: 4767.352051
	Iteration 93Q: 3 clusters Score -1658829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1658828.500000 Penalty: 4767.352051
	Iteration 94Q: 3 clusters Score -1658828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1658828.750000 Penalty: 4767.352051
	Iteration 95Q: 3 clusters Score -1658829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1658828.750000 Penalty: 4767.352051
	Iteration 96F: 3 clusters Score -1658829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -830597.625000 Penalty: 2194.786133
	Iteration 0F: 2 clusters Score -830597.6 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 3503 members 
Entering Unmasked Estep 
Score: -824764.625000 Penalty: 4389.572266
	Iteration 0F: 3 clusters Score -824764.6 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -826262.937500 Penalty: 4389.572266
	Iteration 1F: 3 clusters Score -826262.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -826591.562500 Penalty: 4389.572266
	Iteration 2F: 3 clusters Score -826591.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -826882.187500 Penalty: 4389.572266
	Iteration 3F: 3 clusters Score -826882.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -827132.687500 Penalty: 4389.572266
	Iteration 4F: 3 clusters Score -827132.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -827374.437500 Penalty: 4389.572266
	Iteration 5F: 3 clusters Score -827374.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -827649.250000 Penalty: 4389.572266
	Iteration 6F: 3 clusters Score -827649.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -827913.250000 Penalty: 4389.572266
	Iteration 7F: 3 clusters Score -827913.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -828142.625000 Penalty: 4389.572266
	Iteration 8Q: 3 clusters Score -828142.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -828343.812500 Penalty: 4389.572266
	Iteration 9Q: 3 clusters Score -828343.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -828511.937500 Penalty: 4389.572266
	Iteration 10Q: 3 clusters Score -828511.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -828608.062500 Penalty: 4389.572266
	Iteration 11Q: 3 clusters Score -828608.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -828688.500000 Penalty: 4389.572266
	Iteration 12Q: 3 clusters Score -828688.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -828756.375000 Penalty: 4389.572266
	Iteration 13Q: 3 clusters Score -828756.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -828807.062500 Penalty: 4389.572266
	Iteration 14Q: 3 clusters Score -828807.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -828843.375000 Penalty: 4389.572266
	Iteration 15Q: 3 clusters Score -828843.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -828866.125000 Penalty: 4389.572266
	Iteration 16Q: 3 clusters Score -828866.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -828887.812500 Penalty: 4389.572266
	Iteration 17Q: 3 clusters Score -828887.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -828906.000000 Penalty: 4389.572266
	Iteration 18Q: 3 clusters Score -828906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -828919.312500 Penalty: 4389.572266
	Iteration 19Q: 3 clusters Score -828919.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -828926.687500 Penalty: 4389.572266
	Iteration 20F: 3 clusters Score -828926.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -828934.562500 Penalty: 4389.572266
	Iteration 21Q: 3 clusters Score -828934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -828943.750000 Penalty: 4389.572266
	Iteration 22Q: 3 clusters Score -828943.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -828950.500000 Penalty: 4389.572266
	Iteration 23Q: 3 clusters Score -828950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -828959.312500 Penalty: 4389.572266
	Iteration 24Q: 3 clusters Score -828959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -828963.625000 Penalty: 4389.572266
	Iteration 25Q: 3 clusters Score -828963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -828963.000000 Penalty: 4389.572266
	Iteration 26Q: 3 clusters Score -828963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -828965.312500 Penalty: 4389.572266
	Iteration 27Q: 3 clusters Score -828965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -828967.187500 Penalty: 4389.572266
	Iteration 28Q: 3 clusters Score -828967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -828968.500000 Penalty: 4389.572266
	Iteration 29Q: 3 clusters Score -828968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -828968.062500 Penalty: 4389.572266
	Iteration 30Q: 3 clusters Score -828968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -828970.437500 Penalty: 4389.572266
	Iteration 31Q: 3 clusters Score -828970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -828971.375000 Penalty: 4389.572266
	Iteration 32Q: 3 clusters Score -828971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -828971.250000 Penalty: 4389.572266
	Iteration 33Q: 3 clusters Score -828971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -828971.250000 Penalty: 4389.572266
	Iteration 34F: 3 clusters Score -828971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170148 members 
Entering Unmasked Estep 
Score: -20142342.000000 Penalty: 2987.017090
	Iteration 0F: 2 clusters Score -2.014234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -20031260.000000 Penalty: 5974.034180
	Iteration 0F: 3 clusters Score -2.003126e+07 nChanged 81622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -20078948.000000 Penalty: 5974.034180
	Iteration 1F: 3 clusters Score -2.007895e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -20080534.000000 Penalty: 5974.034180
	Iteration 2Q: 3 clusters Score -2.008053e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -20082796.000000 Penalty: 5974.034180
	Iteration 3Q: 3 clusters Score -2.00828e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98024 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -20085846.000000 Penalty: 5974.034180
	Iteration 4Q: 3 clusters Score -2.008585e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104975 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -20090852.000000 Penalty: 5974.034180
	Iteration 5F: 3 clusters Score -2.009085e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -20097632.000000 Penalty: 5974.034180
	Iteration 6F: 3 clusters Score -2.009763e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124718 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -20106066.000000 Penalty: 5974.034180
	Iteration 7F: 3 clusters Score -2.010607e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -20115026.000000 Penalty: 5974.034180
	Iteration 8F: 3 clusters Score -2.011503e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -20123258.000000 Penalty: 5974.034180
	Iteration 9F: 3 clusters Score -2.012326e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -20129784.000000 Penalty: 5974.034180
	Iteration 10Q: 3 clusters Score -2.012978e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -20134258.000000 Penalty: 5974.034180
	Iteration 11Q: 3 clusters Score -2.013426e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -20136834.000000 Penalty: 5974.034180
	Iteration 12Q: 3 clusters Score -2.013683e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -20138346.000000 Penalty: 5974.034180
	Iteration 13Q: 3 clusters Score -2.013835e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -20139018.000000 Penalty: 5974.034180
	Iteration 14Q: 3 clusters Score -2.013902e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20139350.000000 Penalty: 5974.034180
	Iteration 15Q: 3 clusters Score -2.013935e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169078 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20139600.000000 Penalty: 5974.034180
	Iteration 16Q: 3 clusters Score -2.01396e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20139660.000000 Penalty: 5974.034180
	Iteration 17Q: 3 clusters Score -2.013966e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20139774.000000 Penalty: 5974.034180
	Iteration 18Q: 3 clusters Score -2.013977e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -20139818.000000 Penalty: 5974.034180
	Iteration 19Q: 3 clusters Score -2.013982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169531 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20139878.000000 Penalty: 5974.034180
	Iteration 20F: 3 clusters Score -2.013988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20139920.000000 Penalty: 5974.034180
	Iteration 21Q: 3 clusters Score -2.013992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169572 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20139932.000000 Penalty: 5974.034180
	Iteration 22Q: 3 clusters Score -2.013993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20139958.000000 Penalty: 5974.034180
	Iteration 23Q: 3 clusters Score -2.013996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20139962.000000 Penalty: 5974.034180
	Iteration 24Q: 3 clusters Score -2.013996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -20139950.000000 Penalty: 5974.034180
	Iteration 25Q: 3 clusters Score -2.013995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169601 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20139940.000000 Penalty: 5974.034180
	Iteration 26Q: 3 clusters Score -2.013994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169607 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20139948.000000 Penalty: 5974.034180
	Iteration 27Q: 3 clusters Score -2.013995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20139966.000000 Penalty: 5974.034180
	Iteration 28Q: 3 clusters Score -2.013997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20139962.000000 Penalty: 5974.034180
	Iteration 29Q: 3 clusters Score -2.013996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20139966.000000 Penalty: 5974.034180
	Iteration 30Q: 3 clusters Score -2.013997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20139962.000000 Penalty: 5974.034180
	Iteration 31Q: 3 clusters Score -2.013996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20139962.000000 Penalty: 5974.034180
	Iteration 32Q: 3 clusters Score -2.013996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169636 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20139960.000000 Penalty: 5974.034180
	Iteration 33Q: 3 clusters Score -2.013996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -20139966.000000 Penalty: 5974.034180
	Iteration 34Q: 3 clusters Score -2.013997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20139966.000000 Penalty: 5974.034180
	Iteration 35Q: 3 clusters Score -2.013997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -20139982.000000 Penalty: 5974.034180
	Iteration 36Q: 3 clusters Score -2.013998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20139978.000000 Penalty: 5974.034180
	Iteration 37Q: 3 clusters Score -2.013998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -20139968.000000 Penalty: 5974.034180
	Iteration 38Q: 3 clusters Score -2.013997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169648 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20139972.000000 Penalty: 5974.034180
	Iteration 39Q: 3 clusters Score -2.013997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169648 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20139972.000000 Penalty: 5974.034180
	Iteration 40F: 3 clusters Score -2.013997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112059 members 
Entering Unmasked Estep 
Score: -13425358.000000 Penalty: 2883.441650
	Iteration 0F: 2 clusters Score -1.342536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -13350455.000000 Penalty: 5766.883301
	Iteration 0F: 3 clusters Score -1.335046e+07 nChanged 53145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -13380990.000000 Penalty: 5766.883301
	Iteration 1F: 3 clusters Score -1.338099e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -13381565.000000 Penalty: 5766.883301
	Iteration 2Q: 3 clusters Score -1.338156e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -13382499.000000 Penalty: 5766.883301
	Iteration 3Q: 3 clusters Score -1.33825e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -13383682.000000 Penalty: 5766.883301
	Iteration 4Q: 3 clusters Score -1.338368e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -13385334.000000 Penalty: 5766.883301
	Iteration 5Q: 3 clusters Score -1.338533e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -13387975.000000 Penalty: 5766.883301
	Iteration 6Q: 3 clusters Score -1.338798e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -13391701.000000 Penalty: 5766.883301
	Iteration 7F: 3 clusters Score -1.33917e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -13396618.000000 Penalty: 5766.883301
	Iteration 8F: 3 clusters Score -1.339662e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -13402875.000000 Penalty: 5766.883301
	Iteration 9F: 3 clusters Score -1.340288e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -13409237.000000 Penalty: 5766.883301
	Iteration 10F: 3 clusters Score -1.340924e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -13414566.000000 Penalty: 5766.883301
	Iteration 11F: 3 clusters Score -1.341457e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 102819 members 
Entering Unmasked Estep 
Score: -13417975.000000 Penalty: 5766.883301
	Iteration 12Q: 3 clusters Score -1.341798e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 105088 members 
Entering Unmasked Estep 
Score: -13419997.000000 Penalty: 5766.883301
	Iteration 13Q: 3 clusters Score -1.342e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -13421110.000000 Penalty: 5766.883301
	Iteration 14Q: 3 clusters Score -1.342111e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -13421725.000000 Penalty: 5766.883301
	Iteration 15Q: 3 clusters Score -1.342172e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -13422153.000000 Penalty: 5766.883301
	Iteration 16Q: 3 clusters Score -1.342215e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -13422363.000000 Penalty: 5766.883301
	Iteration 17Q: 3 clusters Score -1.342236e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 108965 members 
Entering Unmasked Estep 
Score: -13422547.000000 Penalty: 5766.883301
	Iteration 18Q: 3 clusters Score -1.342255e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -13422722.000000 Penalty: 5766.883301
	Iteration 19Q: 3 clusters Score -1.342272e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 109510 members 
Entering Unmasked Estep 
Score: -13422861.000000 Penalty: 5766.883301
	Iteration 20F: 3 clusters Score -1.342286e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -13423033.000000 Penalty: 5766.883301
	Iteration 21Q: 3 clusters Score -1.342303e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -13423108.000000 Penalty: 5766.883301
	Iteration 22Q: 3 clusters Score -1.342311e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -13423207.000000 Penalty: 5766.883301
	Iteration 23Q: 3 clusters Score -1.342321e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 110185 members 
Entering Unmasked Estep 
Score: -13423258.000000 Penalty: 5766.883301
	Iteration 24Q: 3 clusters Score -1.342326e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -13423339.000000 Penalty: 5766.883301
	Iteration 25Q: 3 clusters Score -1.342334e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -13423356.000000 Penalty: 5766.883301
	Iteration 26Q: 3 clusters Score -1.342336e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -13423398.000000 Penalty: 5766.883301
	Iteration 27Q: 3 clusters Score -1.34234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -13423399.000000 Penalty: 5766.883301
	Iteration 28Q: 3 clusters Score -1.34234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -13423424.000000 Penalty: 5766.883301
	Iteration 29Q: 3 clusters Score -1.342342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -13423430.000000 Penalty: 5766.883301
	Iteration 30Q: 3 clusters Score -1.342343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -13423441.000000 Penalty: 5766.883301
	Iteration 31Q: 3 clusters Score -1.342344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -13423433.000000 Penalty: 5766.883301
	Iteration 32Q: 3 clusters Score -1.342343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 110556 members 
Entering Unmasked Estep 
Score: -13423440.000000 Penalty: 5766.883301
	Iteration 33Q: 3 clusters Score -1.342344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -13423459.000000 Penalty: 5766.883301
	Iteration 34Q: 3 clusters Score -1.342346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 110600 members 
Entering Unmasked Estep 
Score: -13423445.000000 Penalty: 5766.883301
	Iteration 35Q: 3 clusters Score -1.342344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -13423460.000000 Penalty: 5766.883301
	Iteration 36Q: 3 clusters Score -1.342346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 110620 members 
Entering Unmasked Estep 
Score: -13423453.000000 Penalty: 5766.883301
	Iteration 37Q: 3 clusters Score -1.342345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -13423454.000000 Penalty: 5766.883301
	Iteration 38Q: 3 clusters Score -1.342345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -13423460.000000 Penalty: 5766.883301
	Iteration 39Q: 3 clusters Score -1.342346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -13423458.000000 Penalty: 5766.883301
	Iteration 40F: 3 clusters Score -1.342346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 110637 members 
Entering Unmasked Estep 
Score: -13423460.000000 Penalty: 5766.883301
	Iteration 41Q: 3 clusters Score -1.342346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 110637 members 
Entering Unmasked Estep 
Score: -13423460.000000 Penalty: 5766.883301
	Iteration 42F: 3 clusters Score -1.342346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Entering Unmasked Estep 
Score: -661013.437500 Penalty: 2160.682861
	Iteration 0F: 2 clusters Score -661013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -655830.625000 Penalty: 4321.365723
	Iteration 0F: 3 clusters Score -655830.6 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -657312.187500 Penalty: 4321.365723
	Iteration 1F: 3 clusters Score -657312.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -657823.625000 Penalty: 4321.365723
	Iteration 2F: 3 clusters Score -657823.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -658367.312500 Penalty: 4321.365723
	Iteration 3F: 3 clusters Score -658367.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -658828.750000 Penalty: 4321.365723
	Iteration 4F: 3 clusters Score -658828.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -659185.312500 Penalty: 4321.365723
	Iteration 5F: 3 clusters Score -659185.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -659462.187500 Penalty: 4321.365723
	Iteration 6Q: 3 clusters Score -659462.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -659670.062500 Penalty: 4321.365723
	Iteration 7Q: 3 clusters Score -659670.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -659814.000000 Penalty: 4321.365723
	Iteration 8Q: 3 clusters Score -659814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -659930.125000 Penalty: 4321.365723
	Iteration 9Q: 3 clusters Score -659930.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -660027.625000 Penalty: 4321.365723
	Iteration 10Q: 3 clusters Score -660027.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -660124.875000 Penalty: 4321.365723
	Iteration 11Q: 3 clusters Score -660124.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -660217.062500 Penalty: 4321.365723
	Iteration 12Q: 3 clusters Score -660217.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -660301.562500 Penalty: 4321.365723
	Iteration 13Q: 3 clusters Score -660301.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -660400.875000 Penalty: 4321.365723
	Iteration 14Q: 3 clusters Score -660400.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -660504.687500 Penalty: 4321.365723
	Iteration 15Q: 3 clusters Score -660504.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -660629.000000 Penalty: 4321.365723
	Iteration 16Q: 3 clusters Score -660629 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -660743.437500 Penalty: 4321.365723
	Iteration 17Q: 3 clusters Score -660743.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -660841.625000 Penalty: 4321.365723
	Iteration 18Q: 3 clusters Score -660841.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -660921.937500 Penalty: 4321.365723
	Iteration 19Q: 3 clusters Score -660921.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -660982.875000 Penalty: 4321.365723
	Iteration 20F: 3 clusters Score -660982.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -661026.500000 Penalty: 4321.365723
	Iteration 21Q: 3 clusters Score -661026.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -661049.500000 Penalty: 4321.365723
	Iteration 22Q: 3 clusters Score -661049.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -661064.187500 Penalty: 4321.365723
	Iteration 23Q: 3 clusters Score -661064.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -661076.437500 Penalty: 4321.365723
	Iteration 24Q: 3 clusters Score -661076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -661079.937500 Penalty: 4321.365723
	Iteration 25Q: 3 clusters Score -661079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -661083.187500 Penalty: 4321.365723
	Iteration 26Q: 3 clusters Score -661083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -661088.125000 Penalty: 4321.365723
	Iteration 27Q: 3 clusters Score -661088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -661091.812500 Penalty: 4321.365723
	Iteration 28Q: 3 clusters Score -661091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -661092.625000 Penalty: 4321.365723
	Iteration 29Q: 3 clusters Score -661092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -661094.687500 Penalty: 4321.365723
	Iteration 30Q: 3 clusters Score -661094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -661095.437500 Penalty: 4321.365723
	Iteration 31Q: 3 clusters Score -661095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -661096.250000 Penalty: 4321.365723
	Iteration 32Q: 3 clusters Score -661096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -661096.937500 Penalty: 4321.365723
	Iteration 33Q: 3 clusters Score -661096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -661096.937500 Penalty: 4321.365723
	Iteration 34F: 3 clusters Score -661096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 3793 members 
Entering Unmasked Estep 
Score: -205561648.000000 Penalty: 128518.421875
Splitting cluster 10 changes total score from -205563264.000000 to -205561648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (113956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Entering Unmasked Estep 
Score: -13521174.000000 Penalty: 2887.604980
	Iteration 0F: 2 clusters Score -1.352117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -13445360.000000 Penalty: 5775.209961
	Iteration 0F: 3 clusters Score -1.344536e+07 nChanged 53973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -13476452.000000 Penalty: 5775.209961
	Iteration 1F: 3 clusters Score -1.347645e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -13477689.000000 Penalty: 5775.209961
	Iteration 2Q: 3 clusters Score -1.347769e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -13479418.000000 Penalty: 5775.209961
	Iteration 3Q: 3 clusters Score -1.347942e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -13481913.000000 Penalty: 5775.209961
	Iteration 4F: 3 clusters Score -1.348191e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -13485429.000000 Penalty: 5775.209961
	Iteration 5F: 3 clusters Score -1.348543e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -13490275.000000 Penalty: 5775.209961
	Iteration 6F: 3 clusters Score -1.349028e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -13495926.000000 Penalty: 5775.209961
	Iteration 7F: 3 clusters Score -1.349593e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -13501490.000000 Penalty: 5775.209961
	Iteration 8F: 3 clusters Score -1.350149e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95119 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -13506905.000000 Penalty: 5775.209961
	Iteration 9F: 3 clusters Score -1.35069e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -13511377.000000 Penalty: 5775.209961
	Iteration 10Q: 3 clusters Score -1.351138e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -13514284.000000 Penalty: 5775.209961
	Iteration 11Q: 3 clusters Score -1.351428e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -13516092.000000 Penalty: 5775.209961
	Iteration 12Q: 3 clusters Score -1.351609e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -13517188.000000 Penalty: 5775.209961
	Iteration 13Q: 3 clusters Score -1.351719e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -13517823.000000 Penalty: 5775.209961
	Iteration 14Q: 3 clusters Score -1.351782e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -13518205.000000 Penalty: 5775.209961
	Iteration 15Q: 3 clusters Score -1.35182e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -13518493.000000 Penalty: 5775.209961
	Iteration 16Q: 3 clusters Score -1.351849e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -13518758.000000 Penalty: 5775.209961
	Iteration 17Q: 3 clusters Score -1.351876e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -13518909.000000 Penalty: 5775.209961
	Iteration 18Q: 3 clusters Score -1.351891e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -13519038.000000 Penalty: 5775.209961
	Iteration 19Q: 3 clusters Score -1.351904e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110542 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -13519134.000000 Penalty: 5775.209961
	Iteration 20F: 3 clusters Score -1.351913e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -13519191.000000 Penalty: 5775.209961
	Iteration 21Q: 3 clusters Score -1.351919e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110857 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -13519226.000000 Penalty: 5775.209961
	Iteration 22Q: 3 clusters Score -1.351923e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110978 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -13519221.000000 Penalty: 5775.209961
	Iteration 23Q: 3 clusters Score -1.351922e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -13519239.000000 Penalty: 5775.209961
	Iteration 24Q: 3 clusters Score -1.351924e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -13519258.000000 Penalty: 5775.209961
	Iteration 25Q: 3 clusters Score -1.351926e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13519278.000000 Penalty: 5775.209961
	Iteration 26Q: 3 clusters Score -1.351928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -13519305.000000 Penalty: 5775.209961
	Iteration 27Q: 3 clusters Score -1.35193e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -13519337.000000 Penalty: 5775.209961
	Iteration 28Q: 3 clusters Score -1.351934e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -13519359.000000 Penalty: 5775.209961
	Iteration 29Q: 3 clusters Score -1.351936e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -13519349.000000 Penalty: 5775.209961
	Iteration 30Q: 3 clusters Score -1.351935e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -13519381.000000 Penalty: 5775.209961
	Iteration 31Q: 3 clusters Score -1.351938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111543 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13519370.000000 Penalty: 5775.209961
	Iteration 32Q: 3 clusters Score -1.351937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -13519372.000000 Penalty: 5775.209961
	Iteration 33Q: 3 clusters Score -1.351937e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111612 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -13519391.000000 Penalty: 5775.209961
	Iteration 34Q: 3 clusters Score -1.351939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111639 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -13519368.000000 Penalty: 5775.209961
	Iteration 35Q: 3 clusters Score -1.351937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -13519361.000000 Penalty: 5775.209961
	Iteration 36Q: 3 clusters Score -1.351936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13519377.000000 Penalty: 5775.209961
	Iteration 37Q: 3 clusters Score -1.351938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111696 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13519385.000000 Penalty: 5775.209961
	Iteration 38Q: 3 clusters Score -1.351938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -13519381.000000 Penalty: 5775.209961
	Iteration 39Q: 3 clusters Score -1.351938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13519388.000000 Penalty: 5775.209961
	Iteration 40F: 3 clusters Score -1.351939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111747 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -13519389.000000 Penalty: 5775.209961
	Iteration 41Q: 3 clusters Score -1.351939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111756 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13519375.000000 Penalty: 5775.209961
	Iteration 42Q: 3 clusters Score -1.351938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -13519364.000000 Penalty: 5775.209961
	Iteration 43Q: 3 clusters Score -1.351936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111777 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -13519373.000000 Penalty: 5775.209961
	Iteration 44Q: 3 clusters Score -1.351937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111788 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -13519389.000000 Penalty: 5775.209961
	Iteration 45Q: 3 clusters Score -1.351939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13519386.000000 Penalty: 5775.209961
	Iteration 46Q: 3 clusters Score -1.351939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -13519388.000000 Penalty: 5775.209961
	Iteration 47Q: 3 clusters Score -1.351939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111805 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13519393.000000 Penalty: 5775.209961
	Iteration 48Q: 3 clusters Score -1.351939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111811 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -13519401.000000 Penalty: 5775.209961
	Iteration 49Q: 3 clusters Score -1.35194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111818 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -13519400.000000 Penalty: 5775.209961
	Iteration 50Q: 3 clusters Score -1.35194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13519404.000000 Penalty: 5775.209961
	Iteration 51Q: 3 clusters Score -1.35194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111835 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13519417.000000 Penalty: 5775.209961
	Iteration 52Q: 3 clusters Score -1.351942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111842 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -13519416.000000 Penalty: 5775.209961
	Iteration 53Q: 3 clusters Score -1.351942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -13519436.000000 Penalty: 5775.209961
	Iteration 54Q: 3 clusters Score -1.351944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13519435.000000 Penalty: 5775.209961
	Iteration 55Q: 3 clusters Score -1.351944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13519439.000000 Penalty: 5775.209961
	Iteration 56Q: 3 clusters Score -1.351944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13519444.000000 Penalty: 5775.209961
	Iteration 57Q: 3 clusters Score -1.351944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -13519439.000000 Penalty: 5775.209961
	Iteration 58Q: 3 clusters Score -1.351944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -13519437.000000 Penalty: 5775.209961
	Iteration 59Q: 3 clusters Score -1.351944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -13519443.000000 Penalty: 5775.209961
	Iteration 60F: 3 clusters Score -1.351944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (257653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257653 members 
Entering Unmasked Estep 
Score: -30180748.000000 Penalty: 3089.923340
	Iteration 0F: 2 clusters Score -3.018075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129260 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -30008236.000000 Penalty: 6179.846680
	Iteration 0F: 3 clusters Score -3.000824e+07 nChanged 124302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134744 members 
Mstep: Class 2 contains 122909 members 
Entering Unmasked Estep 
Score: -30080910.000000 Penalty: 6179.846680
	Iteration 1F: 3 clusters Score -3.008091e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138360 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -30082882.000000 Penalty: 6179.846680
	Iteration 2Q: 3 clusters Score -3.008288e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -30085866.000000 Penalty: 6179.846680
	Iteration 3Q: 3 clusters Score -3.008587e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -30090186.000000 Penalty: 6179.846680
	Iteration 4Q: 3 clusters Score -3.009019e+07 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -30098090.000000 Penalty: 6179.846680
	Iteration 5F: 3 clusters Score -3.009809e+07 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182832 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
Score: -30111112.000000 Penalty: 6179.846680
	Iteration 6F: 3 clusters Score -3.011111e+07 nChanged 21551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204289 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -30129466.000000 Penalty: 6179.846680
	Iteration 7F: 3 clusters Score -3.012947e+07 nChanged 21361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225642 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -30149546.000000 Penalty: 6179.846680
	Iteration 8F: 3 clusters Score -3.014955e+07 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242072 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -30164658.000000 Penalty: 6179.846680
	Iteration 9F: 3 clusters Score -3.016466e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251177 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -30172856.000000 Penalty: 6179.846680
	Iteration 10Q: 3 clusters Score -3.017286e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255102 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -30176000.000000 Penalty: 6179.846680
	Iteration 11Q: 3 clusters Score -3.0176e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256522 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -30177304.000000 Penalty: 6179.846680
	Iteration 12Q: 3 clusters Score -3.01773e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256998 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -30177740.000000 Penalty: 6179.846680
	Iteration 13Q: 3 clusters Score -3.017774e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257184 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -30177948.000000 Penalty: 6179.846680
	Iteration 14Q: 3 clusters Score -3.017795e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257258 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30178062.000000 Penalty: 6179.846680
	Iteration 15Q: 3 clusters Score -3.017806e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257292 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30178152.000000 Penalty: 6179.846680
	Iteration 16Q: 3 clusters Score -3.017815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -30178172.000000 Penalty: 6179.846680
	Iteration 17Q: 3 clusters Score -3.017817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257316 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30178206.000000 Penalty: 6179.846680
	Iteration 18Q: 3 clusters Score -3.017821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30178226.000000 Penalty: 6179.846680
	Iteration 19Q: 3 clusters Score -3.017823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30178234.000000 Penalty: 6179.846680
	Iteration 20F: 3 clusters Score -3.017823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30178222.000000 Penalty: 6179.846680
	Iteration 21Q: 3 clusters Score -3.017822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30178232.000000 Penalty: 6179.846680
	Iteration 22Q: 3 clusters Score -3.017823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30178232.000000 Penalty: 6179.846680
	Iteration 23F: 3 clusters Score -3.017823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Entering Unmasked Estep 
Score: -3638479.000000 Penalty: 2578.893066
	Iteration 0F: 2 clusters Score -3638479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3616241.250000 Penalty: 5157.786133
	Iteration 0F: 3 clusters Score -3616241 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3625568.500000 Penalty: 5157.786133
	Iteration 1F: 3 clusters Score -3625568 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3627374.000000 Penalty: 5157.786133
	Iteration 2F: 3 clusters Score -3627374 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3629446.250000 Penalty: 5157.786133
	Iteration 3F: 3 clusters Score -3629446 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3631344.000000 Penalty: 5157.786133
	Iteration 4F: 3 clusters Score -3631344 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3632850.500000 Penalty: 5157.786133
	Iteration 5F: 3 clusters Score -3632850 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3633941.250000 Penalty: 5157.786133
	Iteration 6F: 3 clusters Score -3633941 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3634873.750000 Penalty: 5157.786133
	Iteration 7Q: 3 clusters Score -3634874 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3635606.750000 Penalty: 5157.786133
	Iteration 8Q: 3 clusters Score -3635607 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3636202.750000 Penalty: 5157.786133
	Iteration 9Q: 3 clusters Score -3636203 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3636652.500000 Penalty: 5157.786133
	Iteration 10Q: 3 clusters Score -3636652 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3636965.500000 Penalty: 5157.786133
	Iteration 11Q: 3 clusters Score -3636966 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3637220.500000 Penalty: 5157.786133
	Iteration 12Q: 3 clusters Score -3637220 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3637356.000000 Penalty: 5157.786133
	Iteration 13Q: 3 clusters Score -3637356 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3637447.750000 Penalty: 5157.786133
	Iteration 14Q: 3 clusters Score -3637448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3637503.000000 Penalty: 5157.786133
	Iteration 15Q: 3 clusters Score -3637503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3637548.000000 Penalty: 5157.786133
	Iteration 16Q: 3 clusters Score -3637548 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3637581.000000 Penalty: 5157.786133
	Iteration 17Q: 3 clusters Score -3637581 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3637599.500000 Penalty: 5157.786133
	Iteration 18Q: 3 clusters Score -3637600 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3637614.250000 Penalty: 5157.786133
	Iteration 19Q: 3 clusters Score -3637614 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3637634.000000 Penalty: 5157.786133
	Iteration 20F: 3 clusters Score -3637634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3637640.750000 Penalty: 5157.786133
	Iteration 21Q: 3 clusters Score -3637641 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3637637.250000 Penalty: 5157.786133
	Iteration 22Q: 3 clusters Score -3637637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3637637.500000 Penalty: 5157.786133
	Iteration 23Q: 3 clusters Score -3637638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3637645.250000 Penalty: 5157.786133
	Iteration 24Q: 3 clusters Score -3637645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -3637654.250000 Penalty: 5157.786133
	Iteration 25Q: 3 clusters Score -3637654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3637657.000000 Penalty: 5157.786133
	Iteration 26Q: 3 clusters Score -3637657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3637660.750000 Penalty: 5157.786133
	Iteration 27Q: 3 clusters Score -3637661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3637668.250000 Penalty: 5157.786133
	Iteration 28Q: 3 clusters Score -3637668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3637683.500000 Penalty: 5157.786133
	Iteration 29Q: 3 clusters Score -3637684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3637678.750000 Penalty: 5157.786133
	Iteration 30Q: 3 clusters Score -3637679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3637694.250000 Penalty: 5157.786133
	Iteration 31Q: 3 clusters Score -3637694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3637709.750000 Penalty: 5157.786133
	Iteration 32Q: 3 clusters Score -3637710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3637700.250000 Penalty: 5157.786133
	Iteration 33Q: 3 clusters Score -3637700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3637699.750000 Penalty: 5157.786133
	Iteration 34Q: 3 clusters Score -3637700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3637699.250000 Penalty: 5157.786133
	Iteration 35Q: 3 clusters Score -3637699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3637710.250000 Penalty: 5157.786133
	Iteration 36Q: 3 clusters Score -3637710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3637705.250000 Penalty: 5157.786133
	Iteration 37Q: 3 clusters Score -3637705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3637711.750000 Penalty: 5157.786133
	Iteration 38Q: 3 clusters Score -3637712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3637708.500000 Penalty: 5157.786133
	Iteration 39Q: 3 clusters Score -3637708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3637710.000000 Penalty: 5157.786133
	Iteration 40F: 3 clusters Score -3637710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3637704.750000 Penalty: 5157.786133
	Iteration 41Q: 3 clusters Score -3637705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3637712.000000 Penalty: 5157.786133
	Iteration 42Q: 3 clusters Score -3637712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3637713.250000 Penalty: 5157.786133
	Iteration 43Q: 3 clusters Score -3637713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3637717.500000 Penalty: 5157.786133
	Iteration 44Q: 3 clusters Score -3637718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3637723.000000 Penalty: 5157.786133
	Iteration 45Q: 3 clusters Score -3637723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3637727.000000 Penalty: 5157.786133
	Iteration 46Q: 3 clusters Score -3637727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3637732.250000 Penalty: 5157.786133
	Iteration 47Q: 3 clusters Score -3637732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3637736.500000 Penalty: 5157.786133
	Iteration 48Q: 3 clusters Score -3637736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3637749.750000 Penalty: 5157.786133
	Iteration 49Q: 3 clusters Score -3637750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3637735.500000 Penalty: 5157.786133
	Iteration 50Q: 3 clusters Score -3637736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3637744.750000 Penalty: 5157.786133
	Iteration 51Q: 3 clusters Score -3637745 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3637750.500000 Penalty: 5157.786133
	Iteration 52Q: 3 clusters Score -3637750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3637765.500000 Penalty: 5157.786133
	Iteration 53Q: 3 clusters Score -3637766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3637771.750000 Penalty: 5157.786133
	Iteration 54Q: 3 clusters Score -3637772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3637776.750000 Penalty: 5157.786133
	Iteration 55Q: 3 clusters Score -3637777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3637775.500000 Penalty: 5157.786133
	Iteration 56Q: 3 clusters Score -3637776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3637775.250000 Penalty: 5157.786133
	Iteration 57Q: 3 clusters Score -3637775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3637787.250000 Penalty: 5157.786133
	Iteration 58Q: 3 clusters Score -3637787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3637802.500000 Penalty: 5157.786133
	Iteration 59Q: 3 clusters Score -3637802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3637810.750000 Penalty: 5157.786133
	Iteration 60F: 3 clusters Score -3637811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3637815.500000 Penalty: 5157.786133
	Iteration 61Q: 3 clusters Score -3637816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3637817.250000 Penalty: 5157.786133
	Iteration 62Q: 3 clusters Score -3637817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3637815.750000 Penalty: 5157.786133
	Iteration 63Q: 3 clusters Score -3637816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3637827.750000 Penalty: 5157.786133
	Iteration 64Q: 3 clusters Score -3637828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3637844.250000 Penalty: 5157.786133
	Iteration 65Q: 3 clusters Score -3637844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3637865.250000 Penalty: 5157.786133
	Iteration 66Q: 3 clusters Score -3637865 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3637888.250000 Penalty: 5157.786133
	Iteration 67Q: 3 clusters Score -3637888 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3637902.750000 Penalty: 5157.786133
	Iteration 68Q: 3 clusters Score -3637903 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3637941.750000 Penalty: 5157.786133
	Iteration 69Q: 3 clusters Score -3637942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3637973.250000 Penalty: 5157.786133
	Iteration 70Q: 3 clusters Score -3637973 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3637998.500000 Penalty: 5157.786133
	Iteration 71Q: 3 clusters Score -3637998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3638025.000000 Penalty: 5157.786133
	Iteration 72Q: 3 clusters Score -3638025 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3638062.500000 Penalty: 5157.786133
	Iteration 73Q: 3 clusters Score -3638062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3638093.750000 Penalty: 5157.786133
	Iteration 74Q: 3 clusters Score -3638094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3638107.000000 Penalty: 5157.786133
	Iteration 75Q: 3 clusters Score -3638107 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3638133.250000 Penalty: 5157.786133
	Iteration 76Q: 3 clusters Score -3638133 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3638161.500000 Penalty: 5157.786133
	Iteration 77Q: 3 clusters Score -3638162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3638198.750000 Penalty: 5157.786133
	Iteration 78Q: 3 clusters Score -3638199 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3638211.250000 Penalty: 5157.786133
	Iteration 79Q: 3 clusters Score -3638211 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3638233.250000 Penalty: 5157.786133
	Iteration 80F: 3 clusters Score -3638233 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3638260.250000 Penalty: 5157.786133
	Iteration 81Q: 3 clusters Score -3638260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3638269.500000 Penalty: 5157.786133
	Iteration 82Q: 3 clusters Score -3638270 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3638295.000000 Penalty: 5157.786133
	Iteration 83Q: 3 clusters Score -3638295 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3638331.500000 Penalty: 5157.786133
	Iteration 84Q: 3 clusters Score -3638332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3638336.000000 Penalty: 5157.786133
	Iteration 85Q: 3 clusters Score -3638336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3638359.000000 Penalty: 5157.786133
	Iteration 86Q: 3 clusters Score -3638359 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3638390.500000 Penalty: 5157.786133
	Iteration 87Q: 3 clusters Score -3638390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3638395.250000 Penalty: 5157.786133
	Iteration 88Q: 3 clusters Score -3638395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3638420.250000 Penalty: 5157.786133
	Iteration 89Q: 3 clusters Score -3638420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3638430.500000 Penalty: 5157.786133
	Iteration 90Q: 3 clusters Score -3638430 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3638449.500000 Penalty: 5157.786133
	Iteration 91Q: 3 clusters Score -3638450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3638475.000000 Penalty: 5157.786133
	Iteration 92Q: 3 clusters Score -3638475 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3638483.500000 Penalty: 5157.786133
	Iteration 93Q: 3 clusters Score -3638484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3638512.000000 Penalty: 5157.786133
	Iteration 94Q: 3 clusters Score -3638512 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3638536.250000 Penalty: 5157.786133
	Iteration 95Q: 3 clusters Score -3638536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3638554.250000 Penalty: 5157.786133
	Iteration 96Q: 3 clusters Score -3638554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3638556.750000 Penalty: 5157.786133
	Iteration 97Q: 3 clusters Score -3638557 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3638564.000000 Penalty: 5157.786133
	Iteration 98Q: 3 clusters Score -3638564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3638571.750000 Penalty: 5157.786133
	Iteration 99Q: 3 clusters Score -3638572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3638567.750000 Penalty: 5157.786133
	Iteration 100F: 3 clusters Score -3638568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3638576.500000 Penalty: 5157.786133
	Iteration 101Q: 3 clusters Score -3638576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3638585.250000 Penalty: 5157.786133
	Iteration 102Q: 3 clusters Score -3638585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3638575.500000 Penalty: 5157.786133
	Iteration 103Q: 3 clusters Score -3638576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3638585.750000 Penalty: 5157.786133
	Iteration 104Q: 3 clusters Score -3638586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3638591.750000 Penalty: 5157.786133
	Iteration 105Q: 3 clusters Score -3638592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3638598.500000 Penalty: 5157.786133
	Iteration 106Q: 3 clusters Score -3638598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3638607.750000 Penalty: 5157.786133
	Iteration 107Q: 3 clusters Score -3638608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3638612.000000 Penalty: 5157.786133
	Iteration 108Q: 3 clusters Score -3638612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3638613.500000 Penalty: 5157.786133
	Iteration 109Q: 3 clusters Score -3638614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3638615.500000 Penalty: 5157.786133
	Iteration 110Q: 3 clusters Score -3638616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3638622.750000 Penalty: 5157.786133
	Iteration 111Q: 3 clusters Score -3638623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3638626.000000 Penalty: 5157.786133
	Iteration 112Q: 3 clusters Score -3638626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3638630.500000 Penalty: 5157.786133
	Iteration 113Q: 3 clusters Score -3638630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3638632.250000 Penalty: 5157.786133
	Iteration 114Q: 3 clusters Score -3638632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3638623.000000 Penalty: 5157.786133
	Iteration 115Q: 3 clusters Score -3638623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3638625.750000 Penalty: 5157.786133
	Iteration 116Q: 3 clusters Score -3638626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3638631.250000 Penalty: 5157.786133
	Iteration 117Q: 3 clusters Score -3638631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3638640.500000 Penalty: 5157.786133
	Iteration 118Q: 3 clusters Score -3638640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3638643.750000 Penalty: 5157.786133
	Iteration 119Q: 3 clusters Score -3638644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3638647.500000 Penalty: 5157.786133
	Iteration 120F: 3 clusters Score -3638648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3638646.000000 Penalty: 5157.786133
	Iteration 121Q: 3 clusters Score -3638646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3638652.500000 Penalty: 5157.786133
	Iteration 122Q: 3 clusters Score -3638652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3638656.750000 Penalty: 5157.786133
	Iteration 123Q: 3 clusters Score -3638657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3638661.500000 Penalty: 5157.786133
	Iteration 124Q: 3 clusters Score -3638662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3638655.500000 Penalty: 5157.786133
	Iteration 125Q: 3 clusters Score -3638656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3638657.000000 Penalty: 5157.786133
	Iteration 126Q: 3 clusters Score -3638657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3638655.750000 Penalty: 5157.786133
	Iteration 127Q: 3 clusters Score -3638656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3638654.500000 Penalty: 5157.786133
	Iteration 128Q: 3 clusters Score -3638654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3638654.250000 Penalty: 5157.786133
	Iteration 129Q: 3 clusters Score -3638654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3638659.750000 Penalty: 5157.786133
	Iteration 130Q: 3 clusters Score -3638660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3638656.000000 Penalty: 5157.786133
	Iteration 131Q: 3 clusters Score -3638656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3638648.000000 Penalty: 5157.786133
	Iteration 132Q: 3 clusters Score -3638648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3638651.750000 Penalty: 5157.786133
	Iteration 133Q: 3 clusters Score -3638652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3638650.750000 Penalty: 5157.786133
	Iteration 134Q: 3 clusters Score -3638651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3638655.500000 Penalty: 5157.786133
	Iteration 135Q: 3 clusters Score -3638656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3638657.000000 Penalty: 5157.786133
	Iteration 136Q: 3 clusters Score -3638657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3638657.750000 Penalty: 5157.786133
	Iteration 137Q: 3 clusters Score -3638658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3638653.000000 Penalty: 5157.786133
	Iteration 138Q: 3 clusters Score -3638653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3638655.000000 Penalty: 5157.786133
	Iteration 139Q: 3 clusters Score -3638655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3638657.000000 Penalty: 5157.786133
	Iteration 140F: 3 clusters Score -3638657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3638659.500000 Penalty: 5157.786133
	Iteration 141Q: 3 clusters Score -3638660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3638661.750000 Penalty: 5157.786133
	Iteration 142Q: 3 clusters Score -3638662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3638660.250000 Penalty: 5157.786133
	Iteration 143Q: 3 clusters Score -3638660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3638661.250000 Penalty: 5157.786133
	Iteration 144Q: 3 clusters Score -3638661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3638658.000000 Penalty: 5157.786133
	Iteration 145Q: 3 clusters Score -3638658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3638661.000000 Penalty: 5157.786133
	Iteration 146Q: 3 clusters Score -3638661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3638662.750000 Penalty: 5157.786133
	Iteration 147Q: 3 clusters Score -3638663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3638660.500000 Penalty: 5157.786133
	Iteration 148Q: 3 clusters Score -3638660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3638657.750000 Penalty: 5157.786133
	Iteration 149Q: 3 clusters Score -3638658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3638658.000000 Penalty: 5157.786133
	Iteration 150Q: 3 clusters Score -3638658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3638657.750000 Penalty: 5157.786133
	Iteration 151Q: 3 clusters Score -3638658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3638660.500000 Penalty: 5157.786133
	Iteration 152Q: 3 clusters Score -3638660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3638661.000000 Penalty: 5157.786133
	Iteration 153Q: 3 clusters Score -3638661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3638657.750000 Penalty: 5157.786133
	Iteration 154Q: 3 clusters Score -3638658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3638662.500000 Penalty: 5157.786133
	Iteration 155Q: 3 clusters Score -3638662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3638660.750000 Penalty: 5157.786133
	Iteration 156Q: 3 clusters Score -3638661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3638664.500000 Penalty: 5157.786133
	Iteration 157Q: 3 clusters Score -3638664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3638665.750000 Penalty: 5157.786133
	Iteration 158Q: 3 clusters Score -3638666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3638661.500000 Penalty: 5157.786133
	Iteration 159Q: 3 clusters Score -3638662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3638657.750000 Penalty: 5157.786133
	Iteration 160F: 3 clusters Score -3638658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3638656.750000 Penalty: 5157.786133
	Iteration 161Q: 3 clusters Score -3638657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3638661.250000 Penalty: 5157.786133
	Iteration 162Q: 3 clusters Score -3638661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3638662.000000 Penalty: 5157.786133
	Iteration 163Q: 3 clusters Score -3638662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3638670.750000 Penalty: 5157.786133
	Iteration 164Q: 3 clusters Score -3638671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3638675.750000 Penalty: 5157.786133
	Iteration 165Q: 3 clusters Score -3638676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3638677.500000 Penalty: 5157.786133
	Iteration 166Q: 3 clusters Score -3638678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3638675.500000 Penalty: 5157.786133
	Iteration 167Q: 3 clusters Score -3638676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3638672.250000 Penalty: 5157.786133
	Iteration 168Q: 3 clusters Score -3638672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3638670.250000 Penalty: 5157.786133
	Iteration 169Q: 3 clusters Score -3638670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3638669.750000 Penalty: 5157.786133
	Iteration 170Q: 3 clusters Score -3638670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3638670.750000 Penalty: 5157.786133
	Iteration 171Q: 3 clusters Score -3638671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3638670.750000 Penalty: 5157.786133
	Iteration 172F: 3 clusters Score -3638671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 21032 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 11787 members 
Entering Unmasked Estep 
Score: -205561552.000000 Penalty: 128518.421875
Splitting cluster 13 changes total score from -205563264.000000 to -205561552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (144051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Entering Unmasked Estep 
Score: -17491072.000000 Penalty: 2945.724854
	Iteration 0F: 2 clusters Score -1.749107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -17394974.000000 Penalty: 5891.449707
	Iteration 0F: 3 clusters Score -1.739497e+07 nChanged 68795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -17434484.000000 Penalty: 5891.449707
	Iteration 1F: 3 clusters Score -1.743448e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -17435288.000000 Penalty: 5891.449707
	Iteration 2Q: 3 clusters Score -1.743529e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -17436088.000000 Penalty: 5891.449707
	Iteration 3Q: 3 clusters Score -1.743609e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 74029 members 
Entering Unmasked Estep 
Score: -17437030.000000 Penalty: 5891.449707
	Iteration 4Q: 3 clusters Score -1.743703e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -17438258.000000 Penalty: 5891.449707
	Iteration 5Q: 3 clusters Score -1.743826e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -17440172.000000 Penalty: 5891.449707
	Iteration 6Q: 3 clusters Score -1.744017e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -17442898.000000 Penalty: 5891.449707
	Iteration 7Q: 3 clusters Score -1.74429e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -17446766.000000 Penalty: 5891.449707
	Iteration 8F: 3 clusters Score -1.744677e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -17451700.000000 Penalty: 5891.449707
	Iteration 9F: 3 clusters Score -1.74517e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -17456910.000000 Penalty: 5891.449707
	Iteration 10F: 3 clusters Score -1.745691e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -17461874.000000 Penalty: 5891.449707
	Iteration 11F: 3 clusters Score -1.746187e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -17466718.000000 Penalty: 5891.449707
	Iteration 12F: 3 clusters Score -1.746672e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -17471536.000000 Penalty: 5891.449707
	Iteration 13Q: 3 clusters Score -1.747154e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 129518 members 
Entering Unmasked Estep 
Score: -17476318.000000 Penalty: 5891.449707
	Iteration 14Q: 3 clusters Score -1.747632e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 135040 members 
Entering Unmasked Estep 
Score: -17480832.000000 Penalty: 5891.449707
	Iteration 15Q: 3 clusters Score -1.748083e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -17484466.000000 Penalty: 5891.449707
	Iteration 16Q: 3 clusters Score -1.748447e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -17486702.000000 Penalty: 5891.449707
	Iteration 17Q: 3 clusters Score -1.74867e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 142953 members 
Entering Unmasked Estep 
Score: -17487780.000000 Penalty: 5891.449707
	Iteration 18Q: 3 clusters Score -1.748778e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 143362 members 
Entering Unmasked Estep 
Score: -17488168.000000 Penalty: 5891.449707
	Iteration 19Q: 3 clusters Score -1.748817e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 143502 members 
Entering Unmasked Estep 
Score: -17488284.000000 Penalty: 5891.449707
	Iteration 20F: 3 clusters Score -1.748828e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 143557 members 
Entering Unmasked Estep 
Score: -17488376.000000 Penalty: 5891.449707
	Iteration 21Q: 3 clusters Score -1.748838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 143578 members 
Entering Unmasked Estep 
Score: -17488404.000000 Penalty: 5891.449707
	Iteration 22Q: 3 clusters Score -1.74884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -17488438.000000 Penalty: 5891.449707
	Iteration 23Q: 3 clusters Score -1.748844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -17488480.000000 Penalty: 5891.449707
	Iteration 24Q: 3 clusters Score -1.748848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 143613 members 
Entering Unmasked Estep 
Score: -17488488.000000 Penalty: 5891.449707
	Iteration 25Q: 3 clusters Score -1.748849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 143616 members 
Entering Unmasked Estep 
Score: -17488498.000000 Penalty: 5891.449707
	Iteration 26Q: 3 clusters Score -1.74885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 143622 members 
Entering Unmasked Estep 
Score: -17488510.000000 Penalty: 5891.449707
	Iteration 27Q: 3 clusters Score -1.748851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -17488502.000000 Penalty: 5891.449707
	Iteration 28Q: 3 clusters Score -1.74885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 143628 members 
Entering Unmasked Estep 
Score: -17488522.000000 Penalty: 5891.449707
	Iteration 29Q: 3 clusters Score -1.748852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -17488520.000000 Penalty: 5891.449707
	Iteration 30Q: 3 clusters Score -1.748852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -17488538.000000 Penalty: 5891.449707
	Iteration 31Q: 3 clusters Score -1.748854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -17488538.000000 Penalty: 5891.449707
	Iteration 32Q: 3 clusters Score -1.748854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -17488538.000000 Penalty: 5891.449707
	Iteration 33Q: 3 clusters Score -1.748854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -17488542.000000 Penalty: 5891.449707
	Iteration 34Q: 3 clusters Score -1.748854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -17488540.000000 Penalty: 5891.449707
	Iteration 35Q: 3 clusters Score -1.748854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -17488540.000000 Penalty: 5891.449707
	Iteration 36F: 3 clusters Score -1.748854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Entering Unmasked Estep 
Score: -1918858.375000 Penalty: 2414.297119
	Iteration 0F: 2 clusters Score -1918858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1906797.750000 Penalty: 4828.594238
	Iteration 0F: 3 clusters Score -1906798 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1910801.875000 Penalty: 4828.594238
	Iteration 1F: 3 clusters Score -1910802 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1911277.375000 Penalty: 4828.594238
	Iteration 2F: 3 clusters Score -1911277 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1911699.250000 Penalty: 4828.594238
	Iteration 3F: 3 clusters Score -1911699 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1912103.500000 Penalty: 4828.594238
	Iteration 4Q: 3 clusters Score -1912104 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1912477.125000 Penalty: 4828.594238
	Iteration 5Q: 3 clusters Score -1912477 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1912814.875000 Penalty: 4828.594238
	Iteration 6Q: 3 clusters Score -1912815 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1913100.875000 Penalty: 4828.594238
	Iteration 7Q: 3 clusters Score -1913101 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1913365.375000 Penalty: 4828.594238
	Iteration 8Q: 3 clusters Score -1913365 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1913603.000000 Penalty: 4828.594238
	Iteration 9Q: 3 clusters Score -1913603 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1913860.375000 Penalty: 4828.594238
	Iteration 10Q: 3 clusters Score -1913860 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1914115.250000 Penalty: 4828.594238
	Iteration 11Q: 3 clusters Score -1914115 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1914396.625000 Penalty: 4828.594238
	Iteration 12Q: 3 clusters Score -1914397 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1914662.125000 Penalty: 4828.594238
	Iteration 13Q: 3 clusters Score -1914662 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1914915.500000 Penalty: 4828.594238
	Iteration 14Q: 3 clusters Score -1914916 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1915196.875000 Penalty: 4828.594238
	Iteration 15Q: 3 clusters Score -1915197 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1915466.875000 Penalty: 4828.594238
	Iteration 16Q: 3 clusters Score -1915467 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1915701.250000 Penalty: 4828.594238
	Iteration 17Q: 3 clusters Score -1915701 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1915919.250000 Penalty: 4828.594238
	Iteration 18Q: 3 clusters Score -1915919 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1916100.125000 Penalty: 4828.594238
	Iteration 19Q: 3 clusters Score -1916100 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1916250.875000 Penalty: 4828.594238
	Iteration 20F: 3 clusters Score -1916251 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1916364.125000 Penalty: 4828.594238
	Iteration 21Q: 3 clusters Score -1916364 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1916455.250000 Penalty: 4828.594238
	Iteration 22Q: 3 clusters Score -1916455 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1916541.000000 Penalty: 4828.594238
	Iteration 23Q: 3 clusters Score -1916541 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1916609.625000 Penalty: 4828.594238
	Iteration 24Q: 3 clusters Score -1916610 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1916666.750000 Penalty: 4828.594238
	Iteration 25Q: 3 clusters Score -1916667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1916721.875000 Penalty: 4828.594238
	Iteration 26Q: 3 clusters Score -1916722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1916756.000000 Penalty: 4828.594238
	Iteration 27Q: 3 clusters Score -1916756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1916796.375000 Penalty: 4828.594238
	Iteration 28Q: 3 clusters Score -1916796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1916828.750000 Penalty: 4828.594238
	Iteration 29Q: 3 clusters Score -1916829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1916867.125000 Penalty: 4828.594238
	Iteration 30Q: 3 clusters Score -1916867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1916889.750000 Penalty: 4828.594238
	Iteration 31Q: 3 clusters Score -1916890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1916912.500000 Penalty: 4828.594238
	Iteration 32Q: 3 clusters Score -1916912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1916934.625000 Penalty: 4828.594238
	Iteration 33Q: 3 clusters Score -1916935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1916959.875000 Penalty: 4828.594238
	Iteration 34Q: 3 clusters Score -1916960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1916981.000000 Penalty: 4828.594238
	Iteration 35Q: 3 clusters Score -1916981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1916995.625000 Penalty: 4828.594238
	Iteration 36Q: 3 clusters Score -1916996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1917005.125000 Penalty: 4828.594238
	Iteration 37Q: 3 clusters Score -1917005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1917017.500000 Penalty: 4828.594238
	Iteration 38Q: 3 clusters Score -1917018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1917030.125000 Penalty: 4828.594238
	Iteration 39Q: 3 clusters Score -1917030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1917040.750000 Penalty: 4828.594238
	Iteration 40F: 3 clusters Score -1917041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1917054.250000 Penalty: 4828.594238
	Iteration 41Q: 3 clusters Score -1917054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1917061.750000 Penalty: 4828.594238
	Iteration 42Q: 3 clusters Score -1917062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1917067.625000 Penalty: 4828.594238
	Iteration 43Q: 3 clusters Score -1917068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1917071.000000 Penalty: 4828.594238
	Iteration 44Q: 3 clusters Score -1917071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1917076.375000 Penalty: 4828.594238
	Iteration 45Q: 3 clusters Score -1917076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1917082.000000 Penalty: 4828.594238
	Iteration 46Q: 3 clusters Score -1917082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1917087.875000 Penalty: 4828.594238
	Iteration 47Q: 3 clusters Score -1917088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1917092.625000 Penalty: 4828.594238
	Iteration 48Q: 3 clusters Score -1917093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1917099.000000 Penalty: 4828.594238
	Iteration 49Q: 3 clusters Score -1917099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1917099.875000 Penalty: 4828.594238
	Iteration 50Q: 3 clusters Score -1917100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1917100.875000 Penalty: 4828.594238
	Iteration 51Q: 3 clusters Score -1917101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1917103.625000 Penalty: 4828.594238
	Iteration 52Q: 3 clusters Score -1917104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1917100.500000 Penalty: 4828.594238
	Iteration 53Q: 3 clusters Score -1917100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1917105.500000 Penalty: 4828.594238
	Iteration 54Q: 3 clusters Score -1917106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1917105.000000 Penalty: 4828.594238
	Iteration 55Q: 3 clusters Score -1917105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1917106.375000 Penalty: 4828.594238
	Iteration 56Q: 3 clusters Score -1917106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1917106.375000 Penalty: 4828.594238
	Iteration 57Q: 3 clusters Score -1917106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1917106.125000 Penalty: 4828.594238
	Iteration 58Q: 3 clusters Score -1917106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1917106.500000 Penalty: 4828.594238
	Iteration 59Q: 3 clusters Score -1917106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1917106.500000 Penalty: 4828.594238
	Iteration 60F: 3 clusters Score -1917106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Entering Unmasked Estep 
Score: -4026003.000000 Penalty: 2577.293701
	Iteration 0F: 2 clusters Score -4026003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4003565.750000 Penalty: 5154.587402
	Iteration 0F: 3 clusters Score -4003566 nChanged 14818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -4011795.750000 Penalty: 5154.587402
	Iteration 1F: 3 clusters Score -4011796 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4012393.000000 Penalty: 5154.587402
	Iteration 2Q: 3 clusters Score -4012393 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4012911.750000 Penalty: 5154.587402
	Iteration 3Q: 3 clusters Score -4012912 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4013418.500000 Penalty: 5154.587402
	Iteration 4Q: 3 clusters Score -4013418 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4013891.500000 Penalty: 5154.587402
	Iteration 5Q: 3 clusters Score -4013892 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4014349.000000 Penalty: 5154.587402
	Iteration 6Q: 3 clusters Score -4014349 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4014844.000000 Penalty: 5154.587402
	Iteration 7Q: 3 clusters Score -4014844 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4015396.250000 Penalty: 5154.587402
	Iteration 8Q: 3 clusters Score -4015396 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4016014.000000 Penalty: 5154.587402
	Iteration 9Q: 3 clusters Score -4016014 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4016732.250000 Penalty: 5154.587402
	Iteration 10Q: 3 clusters Score -4016732 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4017542.000000 Penalty: 5154.587402
	Iteration 11Q: 3 clusters Score -4017542 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -4018290.750000 Penalty: 5154.587402
	Iteration 12Q: 3 clusters Score -4018291 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4018843.750000 Penalty: 5154.587402
	Iteration 13Q: 3 clusters Score -4018844 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4019171.500000 Penalty: 5154.587402
	Iteration 14Q: 3 clusters Score -4019172 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4019351.750000 Penalty: 5154.587402
	Iteration 15Q: 3 clusters Score -4019352 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4019496.750000 Penalty: 5154.587402
	Iteration 16Q: 3 clusters Score -4019497 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4019601.250000 Penalty: 5154.587402
	Iteration 17Q: 3 clusters Score -4019601 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4019677.250000 Penalty: 5154.587402
	Iteration 18Q: 3 clusters Score -4019677 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4019765.500000 Penalty: 5154.587402
	Iteration 19Q: 3 clusters Score -4019766 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4019835.500000 Penalty: 5154.587402
	Iteration 20F: 3 clusters Score -4019836 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4019900.250000 Penalty: 5154.587402
	Iteration 21Q: 3 clusters Score -4019900 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4019969.750000 Penalty: 5154.587402
	Iteration 22Q: 3 clusters Score -4019970 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4020028.500000 Penalty: 5154.587402
	Iteration 23Q: 3 clusters Score -4020028 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4020099.500000 Penalty: 5154.587402
	Iteration 24Q: 3 clusters Score -4020100 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -4020174.500000 Penalty: 5154.587402
	Iteration 25Q: 3 clusters Score -4020174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4020259.250000 Penalty: 5154.587402
	Iteration 26Q: 3 clusters Score -4020259 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4020345.500000 Penalty: 5154.587402
	Iteration 27Q: 3 clusters Score -4020346 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4020490.250000 Penalty: 5154.587402
	Iteration 28Q: 3 clusters Score -4020490 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -4020608.250000 Penalty: 5154.587402
	Iteration 29Q: 3 clusters Score -4020608 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4020718.500000 Penalty: 5154.587402
	Iteration 30Q: 3 clusters Score -4020718 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -4020815.750000 Penalty: 5154.587402
	Iteration 31Q: 3 clusters Score -4020816 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4020950.500000 Penalty: 5154.587402
	Iteration 32Q: 3 clusters Score -4020950 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4021130.000000 Penalty: 5154.587402
	Iteration 33Q: 3 clusters Score -4021130 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4021262.000000 Penalty: 5154.587402
	Iteration 34Q: 3 clusters Score -4021262 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -4021437.500000 Penalty: 5154.587402
	Iteration 35Q: 3 clusters Score -4021438 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4021584.250000 Penalty: 5154.587402
	Iteration 36Q: 3 clusters Score -4021584 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4021738.000000 Penalty: 5154.587402
	Iteration 37Q: 3 clusters Score -4021738 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4021868.250000 Penalty: 5154.587402
	Iteration 38Q: 3 clusters Score -4021868 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4022031.500000 Penalty: 5154.587402
	Iteration 39Q: 3 clusters Score -4022032 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4022198.750000 Penalty: 5154.587402
	Iteration 40F: 3 clusters Score -4022199 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4022353.000000 Penalty: 5154.587402
	Iteration 41Q: 3 clusters Score -4022353 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4022501.500000 Penalty: 5154.587402
	Iteration 42Q: 3 clusters Score -4022502 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4022650.500000 Penalty: 5154.587402
	Iteration 43Q: 3 clusters Score -4022650 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4022805.250000 Penalty: 5154.587402
	Iteration 44Q: 3 clusters Score -4022805 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4022968.000000 Penalty: 5154.587402
	Iteration 45Q: 3 clusters Score -4022968 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4023099.000000 Penalty: 5154.587402
	Iteration 46Q: 3 clusters Score -4023099 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4023219.250000 Penalty: 5154.587402
	Iteration 47Q: 3 clusters Score -4023219 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4023345.250000 Penalty: 5154.587402
	Iteration 48Q: 3 clusters Score -4023345 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4023433.250000 Penalty: 5154.587402
	Iteration 49Q: 3 clusters Score -4023433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4023490.500000 Penalty: 5154.587402
	Iteration 50Q: 3 clusters Score -4023490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4023537.250000 Penalty: 5154.587402
	Iteration 51Q: 3 clusters Score -4023537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4023579.750000 Penalty: 5154.587402
	Iteration 52Q: 3 clusters Score -4023580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4023621.000000 Penalty: 5154.587402
	Iteration 53Q: 3 clusters Score -4023621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4023664.750000 Penalty: 5154.587402
	Iteration 54Q: 3 clusters Score -4023665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4023681.250000 Penalty: 5154.587402
	Iteration 55Q: 3 clusters Score -4023681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4023697.750000 Penalty: 5154.587402
	Iteration 56Q: 3 clusters Score -4023698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4023720.250000 Penalty: 5154.587402
	Iteration 57Q: 3 clusters Score -4023720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4023744.000000 Penalty: 5154.587402
	Iteration 58Q: 3 clusters Score -4023744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4023755.000000 Penalty: 5154.587402
	Iteration 59Q: 3 clusters Score -4023755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4023761.500000 Penalty: 5154.587402
	Iteration 60F: 3 clusters Score -4023762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4023771.500000 Penalty: 5154.587402
	Iteration 61Q: 3 clusters Score -4023772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4023779.500000 Penalty: 5154.587402
	Iteration 62Q: 3 clusters Score -4023780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4023782.750000 Penalty: 5154.587402
	Iteration 63Q: 3 clusters Score -4023783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4023789.500000 Penalty: 5154.587402
	Iteration 64Q: 3 clusters Score -4023790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4023794.750000 Penalty: 5154.587402
	Iteration 65Q: 3 clusters Score -4023795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4023803.250000 Penalty: 5154.587402
	Iteration 66Q: 3 clusters Score -4023803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4023801.750000 Penalty: 5154.587402
	Iteration 67Q: 3 clusters Score -4023802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4023811.000000 Penalty: 5154.587402
	Iteration 68Q: 3 clusters Score -4023811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4023813.750000 Penalty: 5154.587402
	Iteration 69Q: 3 clusters Score -4023814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4023819.750000 Penalty: 5154.587402
	Iteration 70Q: 3 clusters Score -4023820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4023822.500000 Penalty: 5154.587402
	Iteration 71Q: 3 clusters Score -4023822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4023823.750000 Penalty: 5154.587402
	Iteration 72Q: 3 clusters Score -4023824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4023822.750000 Penalty: 5154.587402
	Iteration 73Q: 3 clusters Score -4023823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4023824.500000 Penalty: 5154.587402
	Iteration 74Q: 3 clusters Score -4023824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4023826.750000 Penalty: 5154.587402
	Iteration 75Q: 3 clusters Score -4023827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4023825.500000 Penalty: 5154.587402
	Iteration 76Q: 3 clusters Score -4023826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4023825.500000 Penalty: 5154.587402
	Iteration 77F: 3 clusters Score -4023826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Entering Unmasked Estep 
Score: -9681180.000000 Penalty: 2805.089844
	Iteration 0F: 2 clusters Score -9681180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -9626579.000000 Penalty: 5610.179688
	Iteration 0F: 3 clusters Score -9626579 nChanged 38368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -9649160.000000 Penalty: 5610.179688
	Iteration 1F: 3 clusters Score -9649160 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -9651163.000000 Penalty: 5610.179688
	Iteration 2F: 3 clusters Score -9651163 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -9654135.000000 Penalty: 5610.179688
	Iteration 3F: 3 clusters Score -9654135 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -9657943.000000 Penalty: 5610.179688
	Iteration 4F: 3 clusters Score -9657943 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -9661780.000000 Penalty: 5610.179688
	Iteration 5F: 3 clusters Score -9661780 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -9664907.000000 Penalty: 5610.179688
	Iteration 6F: 3 clusters Score -9664907 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -9667165.000000 Penalty: 5610.179688
	Iteration 7F: 3 clusters Score -9667165 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -9668996.000000 Penalty: 5610.179688
	Iteration 8Q: 3 clusters Score -9668996 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -9670648.000000 Penalty: 5610.179688
	Iteration 9Q: 3 clusters Score -9670648 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -9672368.000000 Penalty: 5610.179688
	Iteration 10Q: 3 clusters Score -9672368 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -9674045.000000 Penalty: 5610.179688
	Iteration 11Q: 3 clusters Score -9674045 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -9675429.000000 Penalty: 5610.179688
	Iteration 12Q: 3 clusters Score -9675429 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -9676547.000000 Penalty: 5610.179688
	Iteration 13Q: 3 clusters Score -9676547 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -9677448.000000 Penalty: 5610.179688
	Iteration 14Q: 3 clusters Score -9677448 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9677989.000000 Penalty: 5610.179688
	Iteration 15Q: 3 clusters Score -9677989 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9678268.000000 Penalty: 5610.179688
	Iteration 16Q: 3 clusters Score -9678268 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9678505.000000 Penalty: 5610.179688
	Iteration 17Q: 3 clusters Score -9678505 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9678655.000000 Penalty: 5610.179688
	Iteration 18Q: 3 clusters Score -9678655 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9678749.000000 Penalty: 5610.179688
	Iteration 19Q: 3 clusters Score -9678749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9678794.000000 Penalty: 5610.179688
	Iteration 20F: 3 clusters Score -9678794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9678831.000000 Penalty: 5610.179688
	Iteration 21Q: 3 clusters Score -9678831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9678842.000000 Penalty: 5610.179688
	Iteration 22Q: 3 clusters Score -9678842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9678875.000000 Penalty: 5610.179688
	Iteration 23Q: 3 clusters Score -9678875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9678875.000000 Penalty: 5610.179688
	Iteration 24Q: 3 clusters Score -9678875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9678898.000000 Penalty: 5610.179688
	Iteration 25Q: 3 clusters Score -9678898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9678895.000000 Penalty: 5610.179688
	Iteration 26Q: 3 clusters Score -9678895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9678908.000000 Penalty: 5610.179688
	Iteration 27Q: 3 clusters Score -9678908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9678919.000000 Penalty: 5610.179688
	Iteration 28Q: 3 clusters Score -9678919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9678923.000000 Penalty: 5610.179688
	Iteration 29Q: 3 clusters Score -9678923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9678924.000000 Penalty: 5610.179688
	Iteration 30Q: 3 clusters Score -9678924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9678932.000000 Penalty: 5610.179688
	Iteration 31Q: 3 clusters Score -9678932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9678933.000000 Penalty: 5610.179688
	Iteration 32Q: 3 clusters Score -9678933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9678927.000000 Penalty: 5610.179688
	Iteration 33Q: 3 clusters Score -9678927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9678934.000000 Penalty: 5610.179688
	Iteration 34Q: 3 clusters Score -9678934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9678927.000000 Penalty: 5610.179688
	Iteration 35Q: 3 clusters Score -9678927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9678935.000000 Penalty: 5610.179688
	Iteration 36Q: 3 clusters Score -9678935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9678935.000000 Penalty: 5610.179688
	Iteration 37Q: 3 clusters Score -9678935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9678940.000000 Penalty: 5610.179688
	Iteration 38Q: 3 clusters Score -9678940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9678938.000000 Penalty: 5610.179688
	Iteration 39Q: 3 clusters Score -9678938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9678948.000000 Penalty: 5610.179688
	Iteration 40F: 3 clusters Score -9678948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9678942.000000 Penalty: 5610.179688
	Iteration 41Q: 3 clusters Score -9678942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9678942.000000 Penalty: 5610.179688
	Iteration 42F: 3 clusters Score -9678942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Entering Unmasked Estep 
Score: -2391576.500000 Penalty: 2462.563477
	Iteration 0F: 2 clusters Score -2391576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2377213.000000 Penalty: 4925.126953
	Iteration 0F: 3 clusters Score -2377213 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2382257.000000 Penalty: 4925.126953
	Iteration 1F: 3 clusters Score -2382257 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2383096.500000 Penalty: 4925.126953
	Iteration 2F: 3 clusters Score -2383096 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2384132.250000 Penalty: 4925.126953
	Iteration 3F: 3 clusters Score -2384132 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2385375.500000 Penalty: 4925.126953
	Iteration 4F: 3 clusters Score -2385376 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2386623.500000 Penalty: 4925.126953
	Iteration 5F: 3 clusters Score -2386624 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2387664.750000 Penalty: 4925.126953
	Iteration 6F: 3 clusters Score -2387665 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2388415.000000 Penalty: 4925.126953
	Iteration 7F: 3 clusters Score -2388415 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2388935.500000 Penalty: 4925.126953
	Iteration 8Q: 3 clusters Score -2388936 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2389322.250000 Penalty: 4925.126953
	Iteration 9Q: 3 clusters Score -2389322 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2389568.500000 Penalty: 4925.126953
	Iteration 10Q: 3 clusters Score -2389568 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2389737.000000 Penalty: 4925.126953
	Iteration 11Q: 3 clusters Score -2389737 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2389843.250000 Penalty: 4925.126953
	Iteration 12Q: 3 clusters Score -2389843 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2389925.750000 Penalty: 4925.126953
	Iteration 13Q: 3 clusters Score -2389926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2389976.500000 Penalty: 4925.126953
	Iteration 14Q: 3 clusters Score -2389976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2390013.500000 Penalty: 4925.126953
	Iteration 15Q: 3 clusters Score -2390014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2390053.750000 Penalty: 4925.126953
	Iteration 16Q: 3 clusters Score -2390054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2390079.250000 Penalty: 4925.126953
	Iteration 17Q: 3 clusters Score -2390079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2390120.250000 Penalty: 4925.126953
	Iteration 18Q: 3 clusters Score -2390120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2390162.000000 Penalty: 4925.126953
	Iteration 19Q: 3 clusters Score -2390162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2390196.000000 Penalty: 4925.126953
	Iteration 20F: 3 clusters Score -2390196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2390227.000000 Penalty: 4925.126953
	Iteration 21Q: 3 clusters Score -2390227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2390252.750000 Penalty: 4925.126953
	Iteration 22Q: 3 clusters Score -2390253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2390271.250000 Penalty: 4925.126953
	Iteration 23Q: 3 clusters Score -2390271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2390289.250000 Penalty: 4925.126953
	Iteration 24Q: 3 clusters Score -2390289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2390306.750000 Penalty: 4925.126953
	Iteration 25Q: 3 clusters Score -2390307 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2390318.000000 Penalty: 4925.126953
	Iteration 26Q: 3 clusters Score -2390318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2390322.500000 Penalty: 4925.126953
	Iteration 27Q: 3 clusters Score -2390322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2390344.500000 Penalty: 4925.126953
	Iteration 28Q: 3 clusters Score -2390344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2390346.750000 Penalty: 4925.126953
	Iteration 29Q: 3 clusters Score -2390347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2390356.750000 Penalty: 4925.126953
	Iteration 30Q: 3 clusters Score -2390357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2390357.750000 Penalty: 4925.126953
	Iteration 31Q: 3 clusters Score -2390358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2390365.500000 Penalty: 4925.126953
	Iteration 32Q: 3 clusters Score -2390366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2390372.250000 Penalty: 4925.126953
	Iteration 33Q: 3 clusters Score -2390372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2390372.500000 Penalty: 4925.126953
	Iteration 34Q: 3 clusters Score -2390372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2390373.750000 Penalty: 4925.126953
	Iteration 35Q: 3 clusters Score -2390374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2390372.250000 Penalty: 4925.126953
	Iteration 36Q: 3 clusters Score -2390372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2390379.000000 Penalty: 4925.126953
	Iteration 37Q: 3 clusters Score -2390379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2390384.750000 Penalty: 4925.126953
	Iteration 38Q: 3 clusters Score -2390385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2390393.500000 Penalty: 4925.126953
	Iteration 39Q: 3 clusters Score -2390394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2390387.750000 Penalty: 4925.126953
	Iteration 40F: 3 clusters Score -2390388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2390391.500000 Penalty: 4925.126953
	Iteration 41Q: 3 clusters Score -2390392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2390393.750000 Penalty: 4925.126953
	Iteration 42Q: 3 clusters Score -2390394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2390400.000000 Penalty: 4925.126953
	Iteration 43Q: 3 clusters Score -2390400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2390414.000000 Penalty: 4925.126953
	Iteration 44Q: 3 clusters Score -2390414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2390413.000000 Penalty: 4925.126953
	Iteration 45Q: 3 clusters Score -2390413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2390414.000000 Penalty: 4925.126953
	Iteration 46Q: 3 clusters Score -2390414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2390417.500000 Penalty: 4925.126953
	Iteration 47Q: 3 clusters Score -2390418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2390426.250000 Penalty: 4925.126953
	Iteration 48Q: 3 clusters Score -2390426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2390428.000000 Penalty: 4925.126953
	Iteration 49Q: 3 clusters Score -2390428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2390431.250000 Penalty: 4925.126953
	Iteration 50Q: 3 clusters Score -2390431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2390435.500000 Penalty: 4925.126953
	Iteration 51Q: 3 clusters Score -2390436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2390446.750000 Penalty: 4925.126953
	Iteration 52Q: 3 clusters Score -2390447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2390449.750000 Penalty: 4925.126953
	Iteration 53Q: 3 clusters Score -2390450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2390458.000000 Penalty: 4925.126953
	Iteration 54Q: 3 clusters Score -2390458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2390467.000000 Penalty: 4925.126953
	Iteration 55Q: 3 clusters Score -2390467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2390472.250000 Penalty: 4925.126953
	Iteration 56Q: 3 clusters Score -2390472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2390475.750000 Penalty: 4925.126953
	Iteration 57Q: 3 clusters Score -2390476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2390481.250000 Penalty: 4925.126953
	Iteration 58Q: 3 clusters Score -2390481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2390481.500000 Penalty: 4925.126953
	Iteration 59Q: 3 clusters Score -2390482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2390487.750000 Penalty: 4925.126953
	Iteration 60F: 3 clusters Score -2390488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2390487.250000 Penalty: 4925.126953
	Iteration 61Q: 3 clusters Score -2390487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2390493.750000 Penalty: 4925.126953
	Iteration 62Q: 3 clusters Score -2390494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2390501.250000 Penalty: 4925.126953
	Iteration 63Q: 3 clusters Score -2390501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2390510.000000 Penalty: 4925.126953
	Iteration 64Q: 3 clusters Score -2390510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2390508.500000 Penalty: 4925.126953
	Iteration 65Q: 3 clusters Score -2390508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2390512.000000 Penalty: 4925.126953
	Iteration 66Q: 3 clusters Score -2390512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2390514.250000 Penalty: 4925.126953
	Iteration 67Q: 3 clusters Score -2390514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2390518.500000 Penalty: 4925.126953
	Iteration 68Q: 3 clusters Score -2390518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2390519.500000 Penalty: 4925.126953
	Iteration 69Q: 3 clusters Score -2390520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2390518.500000 Penalty: 4925.126953
	Iteration 70Q: 3 clusters Score -2390518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2390521.500000 Penalty: 4925.126953
	Iteration 71Q: 3 clusters Score -2390522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2390518.000000 Penalty: 4925.126953
	Iteration 72Q: 3 clusters Score -2390518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2390518.250000 Penalty: 4925.126953
	Iteration 73Q: 3 clusters Score -2390518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2390515.750000 Penalty: 4925.126953
	Iteration 74Q: 3 clusters Score -2390516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2390522.000000 Penalty: 4925.126953
	Iteration 75Q: 3 clusters Score -2390522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2390522.500000 Penalty: 4925.126953
	Iteration 76Q: 3 clusters Score -2390522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2390523.000000 Penalty: 4925.126953
	Iteration 77Q: 3 clusters Score -2390523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2390521.000000 Penalty: 4925.126953
	Iteration 78Q: 3 clusters Score -2390521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2390522.750000 Penalty: 4925.126953
	Iteration 79Q: 3 clusters Score -2390523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2390521.500000 Penalty: 4925.126953
	Iteration 80F: 3 clusters Score -2390522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -435900.375000 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -435900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -432169.250000 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -432169.2 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -433293.875000 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -433293.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -433810.718750 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -433810.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -434437.375000 Penalty: 4108.487793
	Iteration 3F: 3 clusters Score -434437.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -435123.937500 Penalty: 4108.487793
	Iteration 4F: 3 clusters Score -435123.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -435584.062500 Penalty: 4108.487793
	Iteration 5F: 3 clusters Score -435584.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -435796.750000 Penalty: 4108.487793
	Iteration 6Q: 3 clusters Score -435796.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -435877.656250 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -435877.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -435904.781250 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -435904.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -435919.750000 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -435919.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -435928.250000 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -435928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -435934.093750 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -435934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -435938.312500 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -435938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -435940.593750 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -435940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -435940.750000 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -435940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -435942.281250 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -435942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -435942.687500 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -435942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -435943.218750 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -435943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -435943.218750 Penalty: 4108.487793
	Iteration 18F: 3 clusters Score -435943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 874 members 
Entering Unmasked Estep 
Score: -205561328.000000 Penalty: 128518.421875
Splitting cluster 19 changes total score from -205563264.000000 to -205561328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -167386.000000 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -167386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165160.500000 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -165160.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165785.718750 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -165785.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -166037.046875 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -166037 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -166187.843750 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -166187.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -166277.265625 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -166277.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -166355.593750 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -166355.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166409.796875 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -166409.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166449.281250 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -166449.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -166496.437500 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -166496.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166547.031250 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -166547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -166588.671875 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -166588.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -166656.140625 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -166656.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -166722.296875 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -166722.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -166790.546875 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -166790.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166856.984375 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -166857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -166943.296875 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -166943.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -167106.875000 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -167106.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -167370.109375 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -167370.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -167563.312500 Penalty: 3649.031494
	Iteration 18Q: 3 clusters Score -167563.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -167591.265625 Penalty: 3649.031494
	Iteration 19Q: 3 clusters Score -167591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -167596.609375 Penalty: 3649.031494
	Iteration 20F: 3 clusters Score -167596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -167599.968750 Penalty: 3649.031494
	Iteration 21Q: 3 clusters Score -167600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167603.593750 Penalty: 3649.031494
	Iteration 22Q: 3 clusters Score -167603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167603.593750 Penalty: 3649.031494
	Iteration 23F: 3 clusters Score -167603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 868 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 699 members 
Entering Unmasked Estep 
Score: -205561440.000000 Penalty: 128518.421875
Splitting cluster 20 changes total score from -205563264.000000 to -205561440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (23000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Entering Unmasked Estep 
Score: -2741382.250000 Penalty: 2490.725830
	Iteration 0F: 2 clusters Score -2741382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2725310.250000 Penalty: 4981.451660
	Iteration 0F: 3 clusters Score -2725310 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2730804.500000 Penalty: 4981.451660
	Iteration 1F: 3 clusters Score -2730804 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2731196.000000 Penalty: 4981.451660
	Iteration 2F: 3 clusters Score -2731196 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2731498.250000 Penalty: 4981.451660
	Iteration 3Q: 3 clusters Score -2731498 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2731755.500000 Penalty: 4981.451660
	Iteration 4Q: 3 clusters Score -2731756 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2732009.750000 Penalty: 4981.451660
	Iteration 5Q: 3 clusters Score -2732010 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2732253.000000 Penalty: 4981.451660
	Iteration 6Q: 3 clusters Score -2732253 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2732552.500000 Penalty: 4981.451660
	Iteration 7Q: 3 clusters Score -2732552 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2732888.750000 Penalty: 4981.451660
	Iteration 8Q: 3 clusters Score -2732889 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2733280.750000 Penalty: 4981.451660
	Iteration 9Q: 3 clusters Score -2733281 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2733760.500000 Penalty: 4981.451660
	Iteration 10Q: 3 clusters Score -2733760 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2734344.750000 Penalty: 4981.451660
	Iteration 11Q: 3 clusters Score -2734345 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2735073.500000 Penalty: 4981.451660
	Iteration 12Q: 3 clusters Score -2735074 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2735898.250000 Penalty: 4981.451660
	Iteration 13Q: 3 clusters Score -2735898 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2736705.500000 Penalty: 4981.451660
	Iteration 14Q: 3 clusters Score -2736706 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2737367.500000 Penalty: 4981.451660
	Iteration 15Q: 3 clusters Score -2737368 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2737885.250000 Penalty: 4981.451660
	Iteration 16Q: 3 clusters Score -2737885 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2738211.750000 Penalty: 4981.451660
	Iteration 17Q: 3 clusters Score -2738212 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2738454.000000 Penalty: 4981.451660
	Iteration 18Q: 3 clusters Score -2738454 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2738631.000000 Penalty: 4981.451660
	Iteration 19Q: 3 clusters Score -2738631 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2738767.750000 Penalty: 4981.451660
	Iteration 20F: 3 clusters Score -2738768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2738874.250000 Penalty: 4981.451660
	Iteration 21Q: 3 clusters Score -2738874 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2738955.500000 Penalty: 4981.451660
	Iteration 22Q: 3 clusters Score -2738956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2739016.250000 Penalty: 4981.451660
	Iteration 23Q: 3 clusters Score -2739016 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2739079.000000 Penalty: 4981.451660
	Iteration 24Q: 3 clusters Score -2739079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2739119.500000 Penalty: 4981.451660
	Iteration 25Q: 3 clusters Score -2739120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2739145.000000 Penalty: 4981.451660
	Iteration 26Q: 3 clusters Score -2739145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2739169.250000 Penalty: 4981.451660
	Iteration 27Q: 3 clusters Score -2739169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2739188.500000 Penalty: 4981.451660
	Iteration 28Q: 3 clusters Score -2739188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2739200.250000 Penalty: 4981.451660
	Iteration 29Q: 3 clusters Score -2739200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2739222.750000 Penalty: 4981.451660
	Iteration 30Q: 3 clusters Score -2739223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2739234.750000 Penalty: 4981.451660
	Iteration 31Q: 3 clusters Score -2739235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2739250.250000 Penalty: 4981.451660
	Iteration 32Q: 3 clusters Score -2739250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2739262.250000 Penalty: 4981.451660
	Iteration 33Q: 3 clusters Score -2739262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2739277.500000 Penalty: 4981.451660
	Iteration 34Q: 3 clusters Score -2739278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2739284.000000 Penalty: 4981.451660
	Iteration 35Q: 3 clusters Score -2739284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2739294.000000 Penalty: 4981.451660
	Iteration 36Q: 3 clusters Score -2739294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2739300.250000 Penalty: 4981.451660
	Iteration 37Q: 3 clusters Score -2739300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2739300.250000 Penalty: 4981.451660
	Iteration 38Q: 3 clusters Score -2739300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2739307.250000 Penalty: 4981.451660
	Iteration 39Q: 3 clusters Score -2739307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2739313.500000 Penalty: 4981.451660
	Iteration 40F: 3 clusters Score -2739314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2739317.000000 Penalty: 4981.451660
	Iteration 41Q: 3 clusters Score -2739317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2739318.750000 Penalty: 4981.451660
	Iteration 42Q: 3 clusters Score -2739319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2739324.750000 Penalty: 4981.451660
	Iteration 43Q: 3 clusters Score -2739325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2739327.250000 Penalty: 4981.451660
	Iteration 44Q: 3 clusters Score -2739327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2739331.750000 Penalty: 4981.451660
	Iteration 45Q: 3 clusters Score -2739332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2739334.500000 Penalty: 4981.451660
	Iteration 46Q: 3 clusters Score -2739334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2739335.000000 Penalty: 4981.451660
	Iteration 47Q: 3 clusters Score -2739335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2739336.750000 Penalty: 4981.451660
	Iteration 48Q: 3 clusters Score -2739337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2739336.250000 Penalty: 4981.451660
	Iteration 49Q: 3 clusters Score -2739336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2739337.750000 Penalty: 4981.451660
	Iteration 50Q: 3 clusters Score -2739338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2739336.500000 Penalty: 4981.451660
	Iteration 51Q: 3 clusters Score -2739336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2739336.500000 Penalty: 4981.451660
	Iteration 52F: 3 clusters Score -2739336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171927 members 
Entering Unmasked Estep 
Score: -20596094.000000 Penalty: 2989.596680
	Iteration 0F: 2 clusters Score -2.059609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -20482332.000000 Penalty: 5979.193359
	Iteration 0F: 3 clusters Score -2.048233e+07 nChanged 82435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -20531508.000000 Penalty: 5979.193359
	Iteration 1F: 3 clusters Score -2.053151e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -20533632.000000 Penalty: 5979.193359
	Iteration 2Q: 3 clusters Score -2.053363e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -20536818.000000 Penalty: 5979.193359
	Iteration 3Q: 3 clusters Score -2.053682e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -20541612.000000 Penalty: 5979.193359
	Iteration 4F: 3 clusters Score -2.054161e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112387 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -20548680.000000 Penalty: 5979.193359
	Iteration 5F: 3 clusters Score -2.054868e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -20557282.000000 Penalty: 5979.193359
	Iteration 6F: 3 clusters Score -2.055728e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135210 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -20567596.000000 Penalty: 5979.193359
	Iteration 7F: 3 clusters Score -2.05676e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146571 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -20577548.000000 Penalty: 5979.193359
	Iteration 8F: 3 clusters Score -2.057755e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155639 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -20585002.000000 Penalty: 5979.193359
	Iteration 9F: 3 clusters Score -2.0585e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -20589360.000000 Penalty: 5979.193359
	Iteration 10Q: 3 clusters Score -2.058936e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165510 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -20591840.000000 Penalty: 5979.193359
	Iteration 11Q: 3 clusters Score -2.059184e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -20593192.000000 Penalty: 5979.193359
	Iteration 12Q: 3 clusters Score -2.059319e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -20593758.000000 Penalty: 5979.193359
	Iteration 13Q: 3 clusters Score -2.059376e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -20594128.000000 Penalty: 5979.193359
	Iteration 14Q: 3 clusters Score -2.059413e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -20594202.000000 Penalty: 5979.193359
	Iteration 15Q: 3 clusters Score -2.05942e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170057 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -20594364.000000 Penalty: 5979.193359
	Iteration 16Q: 3 clusters Score -2.059436e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20594500.000000 Penalty: 5979.193359
	Iteration 17Q: 3 clusters Score -2.05945e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20594648.000000 Penalty: 5979.193359
	Iteration 18Q: 3 clusters Score -2.059465e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170404 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20594750.000000 Penalty: 5979.193359
	Iteration 19Q: 3 clusters Score -2.059475e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170452 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20594864.000000 Penalty: 5979.193359
	Iteration 20F: 3 clusters Score -2.059486e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20594928.000000 Penalty: 5979.193359
	Iteration 21Q: 3 clusters Score -2.059493e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20594962.000000 Penalty: 5979.193359
	Iteration 22Q: 3 clusters Score -2.059496e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20595024.000000 Penalty: 5979.193359
	Iteration 23Q: 3 clusters Score -2.059502e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20595064.000000 Penalty: 5979.193359
	Iteration 24Q: 3 clusters Score -2.059506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170485 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20595090.000000 Penalty: 5979.193359
	Iteration 25Q: 3 clusters Score -2.059509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20595078.000000 Penalty: 5979.193359
	Iteration 26Q: 3 clusters Score -2.059508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20595102.000000 Penalty: 5979.193359
	Iteration 27Q: 3 clusters Score -2.05951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20595108.000000 Penalty: 5979.193359
	Iteration 28Q: 3 clusters Score -2.059511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20595130.000000 Penalty: 5979.193359
	Iteration 29Q: 3 clusters Score -2.059513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170470 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20595138.000000 Penalty: 5979.193359
	Iteration 30Q: 3 clusters Score -2.059514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170464 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -20595112.000000 Penalty: 5979.193359
	Iteration 31Q: 3 clusters Score -2.059511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20595120.000000 Penalty: 5979.193359
	Iteration 32Q: 3 clusters Score -2.059512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170450 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20595106.000000 Penalty: 5979.193359
	Iteration 33Q: 3 clusters Score -2.059511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170448 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20595118.000000 Penalty: 5979.193359
	Iteration 34Q: 3 clusters Score -2.059512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170440 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20595104.000000 Penalty: 5979.193359
	Iteration 35Q: 3 clusters Score -2.05951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170436 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -20595114.000000 Penalty: 5979.193359
	Iteration 36Q: 3 clusters Score -2.059511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20595104.000000 Penalty: 5979.193359
	Iteration 37Q: 3 clusters Score -2.05951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20595124.000000 Penalty: 5979.193359
	Iteration 38Q: 3 clusters Score -2.059512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20595126.000000 Penalty: 5979.193359
	Iteration 39Q: 3 clusters Score -2.059513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20595130.000000 Penalty: 5979.193359
	Iteration 40F: 3 clusters Score -2.059513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20595144.000000 Penalty: 5979.193359
	Iteration 41Q: 3 clusters Score -2.059514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170427 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20595134.000000 Penalty: 5979.193359
	Iteration 42Q: 3 clusters Score -2.059513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20595130.000000 Penalty: 5979.193359
	Iteration 43Q: 3 clusters Score -2.059513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20595126.000000 Penalty: 5979.193359
	Iteration 44Q: 3 clusters Score -2.059513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20595118.000000 Penalty: 5979.193359
	Iteration 45Q: 3 clusters Score -2.059512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170432 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20595128.000000 Penalty: 5979.193359
	Iteration 46Q: 3 clusters Score -2.059513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20595130.000000 Penalty: 5979.193359
	Iteration 47Q: 3 clusters Score -2.059513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20595134.000000 Penalty: 5979.193359
	Iteration 48Q: 3 clusters Score -2.059513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20595128.000000 Penalty: 5979.193359
	Iteration 49Q: 3 clusters Score -2.059513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20595128.000000 Penalty: 5979.193359
	Iteration 50F: 3 clusters Score -2.059513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Entering Unmasked Estep 
Score: -3345195.000000 Penalty: 2552.494141
	Iteration 0F: 2 clusters Score -3345195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3324888.750000 Penalty: 5104.988281
	Iteration 0F: 3 clusters Score -3324889 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3332284.500000 Penalty: 5104.988281
	Iteration 1F: 3 clusters Score -3332284 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3332848.500000 Penalty: 5104.988281
	Iteration 2F: 3 clusters Score -3332848 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3333463.250000 Penalty: 5104.988281
	Iteration 3Q: 3 clusters Score -3333463 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3334235.500000 Penalty: 5104.988281
	Iteration 4Q: 3 clusters Score -3334236 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3335292.750000 Penalty: 5104.988281
	Iteration 5F: 3 clusters Score -3335293 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3336568.000000 Penalty: 5104.988281
	Iteration 6F: 3 clusters Score -3336568 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3338089.750000 Penalty: 5104.988281
	Iteration 7F: 3 clusters Score -3338090 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3339675.000000 Penalty: 5104.988281
	Iteration 8F: 3 clusters Score -3339675 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3340943.500000 Penalty: 5104.988281
	Iteration 9F: 3 clusters Score -3340944 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3341673.750000 Penalty: 5104.988281
	Iteration 10Q: 3 clusters Score -3341674 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3342045.250000 Penalty: 5104.988281
	Iteration 11Q: 3 clusters Score -3342045 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3342284.250000 Penalty: 5104.988281
	Iteration 12Q: 3 clusters Score -3342284 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3342462.000000 Penalty: 5104.988281
	Iteration 13Q: 3 clusters Score -3342462 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3342592.500000 Penalty: 5104.988281
	Iteration 14Q: 3 clusters Score -3342592 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3342728.250000 Penalty: 5104.988281
	Iteration 15Q: 3 clusters Score -3342728 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3342861.500000 Penalty: 5104.988281
	Iteration 16Q: 3 clusters Score -3342862 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3343036.500000 Penalty: 5104.988281
	Iteration 17Q: 3 clusters Score -3343036 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3343244.250000 Penalty: 5104.988281
	Iteration 18Q: 3 clusters Score -3343244 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3343549.000000 Penalty: 5104.988281
	Iteration 19Q: 3 clusters Score -3343549 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3343873.250000 Penalty: 5104.988281
	Iteration 20F: 3 clusters Score -3343873 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3344288.750000 Penalty: 5104.988281
	Iteration 21Q: 3 clusters Score -3344289 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3344863.250000 Penalty: 5104.988281
	Iteration 22Q: 3 clusters Score -3344863 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3345494.250000 Penalty: 5104.988281
	Iteration 23Q: 3 clusters Score -3345494 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3345767.750000 Penalty: 5104.988281
	Iteration 24Q: 3 clusters Score -3345768 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3345834.750000 Penalty: 5104.988281
	Iteration 25Q: 3 clusters Score -3345835 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3345885.000000 Penalty: 5104.988281
	Iteration 26Q: 3 clusters Score -3345885 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3345899.750000 Penalty: 5104.988281
	Iteration 27Q: 3 clusters Score -3345900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3345917.250000 Penalty: 5104.988281
	Iteration 28Q: 3 clusters Score -3345917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3345923.750000 Penalty: 5104.988281
	Iteration 29Q: 3 clusters Score -3345924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3345931.750000 Penalty: 5104.988281
	Iteration 30Q: 3 clusters Score -3345932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3345934.250000 Penalty: 5104.988281
	Iteration 31Q: 3 clusters Score -3345934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3345939.750000 Penalty: 5104.988281
	Iteration 32Q: 3 clusters Score -3345940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3345938.750000 Penalty: 5104.988281
	Iteration 33Q: 3 clusters Score -3345939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3345937.000000 Penalty: 5104.988281
	Iteration 34Q: 3 clusters Score -3345937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3345940.750000 Penalty: 5104.988281
	Iteration 35Q: 3 clusters Score -3345941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3345936.750000 Penalty: 5104.988281
	Iteration 36Q: 3 clusters Score -3345937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3345931.750000 Penalty: 5104.988281
	Iteration 37Q: 3 clusters Score -3345932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3345932.250000 Penalty: 5104.988281
	Iteration 38Q: 3 clusters Score -3345932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3345932.500000 Penalty: 5104.988281
	Iteration 39Q: 3 clusters Score -3345932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3345928.750000 Penalty: 5104.988281
	Iteration 40F: 3 clusters Score -3345929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3345929.250000 Penalty: 5104.988281
	Iteration 41Q: 3 clusters Score -3345929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3345933.750000 Penalty: 5104.988281
	Iteration 42Q: 3 clusters Score -3345934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3345935.000000 Penalty: 5104.988281
	Iteration 43Q: 3 clusters Score -3345935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3345933.500000 Penalty: 5104.988281
	Iteration 44Q: 3 clusters Score -3345934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3345933.500000 Penalty: 5104.988281
	Iteration 45F: 3 clusters Score -3345934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 8455 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 21050 members 
Entering Unmasked Estep 
Score: -205561536.000000 Penalty: 128518.421875
Splitting cluster 23 changes total score from -205563264.000000 to -205561536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Entering Unmasked Estep 
Score: -1192039.000000 Penalty: 2305.149414
	Iteration 0F: 2 clusters Score -1192039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1183846.625000 Penalty: 4610.298828
	Iteration 0F: 3 clusters Score -1183847 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1186333.500000 Penalty: 4610.298828
	Iteration 1F: 3 clusters Score -1186334 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1186664.875000 Penalty: 4610.298828
	Iteration 2F: 3 clusters Score -1186665 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1186942.500000 Penalty: 4610.298828
	Iteration 3F: 3 clusters Score -1186942 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1187145.250000 Penalty: 4610.298828
	Iteration 4Q: 3 clusters Score -1187145 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1187313.000000 Penalty: 4610.298828
	Iteration 5Q: 3 clusters Score -1187313 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1187512.375000 Penalty: 4610.298828
	Iteration 6Q: 3 clusters Score -1187512 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1187703.750000 Penalty: 4610.298828
	Iteration 7Q: 3 clusters Score -1187704 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1187923.125000 Penalty: 4610.298828
	Iteration 8Q: 3 clusters Score -1187923 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1188196.000000 Penalty: 4610.298828
	Iteration 9Q: 3 clusters Score -1188196 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1188463.500000 Penalty: 4610.298828
	Iteration 10Q: 3 clusters Score -1188464 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1188712.375000 Penalty: 4610.298828
	Iteration 11Q: 3 clusters Score -1188712 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1188952.250000 Penalty: 4610.298828
	Iteration 12Q: 3 clusters Score -1188952 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1189182.875000 Penalty: 4610.298828
	Iteration 13Q: 3 clusters Score -1189183 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1189346.875000 Penalty: 4610.298828
	Iteration 14Q: 3 clusters Score -1189347 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1189483.500000 Penalty: 4610.298828
	Iteration 15Q: 3 clusters Score -1189484 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1189604.750000 Penalty: 4610.298828
	Iteration 16Q: 3 clusters Score -1189605 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1189690.250000 Penalty: 4610.298828
	Iteration 17Q: 3 clusters Score -1189690 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1189776.500000 Penalty: 4610.298828
	Iteration 18Q: 3 clusters Score -1189776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1189860.000000 Penalty: 4610.298828
	Iteration 19Q: 3 clusters Score -1189860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1189920.500000 Penalty: 4610.298828
	Iteration 20F: 3 clusters Score -1189920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1189965.125000 Penalty: 4610.298828
	Iteration 21Q: 3 clusters Score -1189965 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1189997.750000 Penalty: 4610.298828
	Iteration 22Q: 3 clusters Score -1189998 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1190031.000000 Penalty: 4610.298828
	Iteration 23Q: 3 clusters Score -1190031 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1190061.250000 Penalty: 4610.298828
	Iteration 24Q: 3 clusters Score -1190061 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1190092.625000 Penalty: 4610.298828
	Iteration 25Q: 3 clusters Score -1190093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1190114.250000 Penalty: 4610.298828
	Iteration 26Q: 3 clusters Score -1190114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1190131.625000 Penalty: 4610.298828
	Iteration 27Q: 3 clusters Score -1190132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1190153.875000 Penalty: 4610.298828
	Iteration 28Q: 3 clusters Score -1190154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1190183.250000 Penalty: 4610.298828
	Iteration 29Q: 3 clusters Score -1190183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1190201.000000 Penalty: 4610.298828
	Iteration 30Q: 3 clusters Score -1190201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1190216.500000 Penalty: 4610.298828
	Iteration 31Q: 3 clusters Score -1190216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1190229.375000 Penalty: 4610.298828
	Iteration 32Q: 3 clusters Score -1190229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1190236.000000 Penalty: 4610.298828
	Iteration 33Q: 3 clusters Score -1190236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1190246.250000 Penalty: 4610.298828
	Iteration 34Q: 3 clusters Score -1190246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1190252.750000 Penalty: 4610.298828
	Iteration 35Q: 3 clusters Score -1190253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1190264.000000 Penalty: 4610.298828
	Iteration 36Q: 3 clusters Score -1190264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1190270.750000 Penalty: 4610.298828
	Iteration 37Q: 3 clusters Score -1190271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1190285.000000 Penalty: 4610.298828
	Iteration 38Q: 3 clusters Score -1190285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1190289.125000 Penalty: 4610.298828
	Iteration 39Q: 3 clusters Score -1190289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1190294.750000 Penalty: 4610.298828
	Iteration 40F: 3 clusters Score -1190295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1190300.000000 Penalty: 4610.298828
	Iteration 41Q: 3 clusters Score -1190300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1190307.250000 Penalty: 4610.298828
	Iteration 42Q: 3 clusters Score -1190307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1190312.500000 Penalty: 4610.298828
	Iteration 43Q: 3 clusters Score -1190312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1190326.375000 Penalty: 4610.298828
	Iteration 44Q: 3 clusters Score -1190326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1190337.000000 Penalty: 4610.298828
	Iteration 45Q: 3 clusters Score -1190337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1190340.625000 Penalty: 4610.298828
	Iteration 46Q: 3 clusters Score -1190341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1190345.875000 Penalty: 4610.298828
	Iteration 47Q: 3 clusters Score -1190346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1190350.875000 Penalty: 4610.298828
	Iteration 48Q: 3 clusters Score -1190351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1190349.875000 Penalty: 4610.298828
	Iteration 49Q: 3 clusters Score -1190350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1190353.375000 Penalty: 4610.298828
	Iteration 50Q: 3 clusters Score -1190353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1190355.500000 Penalty: 4610.298828
	Iteration 51Q: 3 clusters Score -1190356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1190355.125000 Penalty: 4610.298828
	Iteration 52Q: 3 clusters Score -1190355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1190358.250000 Penalty: 4610.298828
	Iteration 53Q: 3 clusters Score -1190358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1190359.750000 Penalty: 4610.298828
	Iteration 54Q: 3 clusters Score -1190360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1190363.375000 Penalty: 4610.298828
	Iteration 55Q: 3 clusters Score -1190363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1190363.500000 Penalty: 4610.298828
	Iteration 56Q: 3 clusters Score -1190364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1190365.875000 Penalty: 4610.298828
	Iteration 57Q: 3 clusters Score -1190366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1190364.000000 Penalty: 4610.298828
	Iteration 58Q: 3 clusters Score -1190364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1190370.750000 Penalty: 4610.298828
	Iteration 59Q: 3 clusters Score -1190371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1190371.500000 Penalty: 4610.298828
	Iteration 60F: 3 clusters Score -1190372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1190375.125000 Penalty: 4610.298828
	Iteration 61Q: 3 clusters Score -1190375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1190378.750000 Penalty: 4610.298828
	Iteration 62Q: 3 clusters Score -1190379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1190385.875000 Penalty: 4610.298828
	Iteration 63Q: 3 clusters Score -1190386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1190387.000000 Penalty: 4610.298828
	Iteration 64Q: 3 clusters Score -1190387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1190393.000000 Penalty: 4610.298828
	Iteration 65Q: 3 clusters Score -1190393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1190400.375000 Penalty: 4610.298828
	Iteration 66Q: 3 clusters Score -1190400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1190409.500000 Penalty: 4610.298828
	Iteration 67Q: 3 clusters Score -1190410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1190415.500000 Penalty: 4610.298828
	Iteration 68Q: 3 clusters Score -1190416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1190419.375000 Penalty: 4610.298828
	Iteration 69Q: 3 clusters Score -1190419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1190420.500000 Penalty: 4610.298828
	Iteration 70Q: 3 clusters Score -1190420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1190420.000000 Penalty: 4610.298828
	Iteration 71Q: 3 clusters Score -1190420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1190424.625000 Penalty: 4610.298828
	Iteration 72Q: 3 clusters Score -1190425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1190430.125000 Penalty: 4610.298828
	Iteration 73Q: 3 clusters Score -1190430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1190434.000000 Penalty: 4610.298828
	Iteration 74Q: 3 clusters Score -1190434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1190434.375000 Penalty: 4610.298828
	Iteration 75Q: 3 clusters Score -1190434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1190436.125000 Penalty: 4610.298828
	Iteration 76Q: 3 clusters Score -1190436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1190438.125000 Penalty: 4610.298828
	Iteration 77Q: 3 clusters Score -1190438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1190440.250000 Penalty: 4610.298828
	Iteration 78Q: 3 clusters Score -1190440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1190441.250000 Penalty: 4610.298828
	Iteration 79Q: 3 clusters Score -1190441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1190443.000000 Penalty: 4610.298828
	Iteration 80F: 3 clusters Score -1190443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1190445.375000 Penalty: 4610.298828
	Iteration 81Q: 3 clusters Score -1190445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1190446.250000 Penalty: 4610.298828
	Iteration 82Q: 3 clusters Score -1190446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1190446.625000 Penalty: 4610.298828
	Iteration 83Q: 3 clusters Score -1190447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1190446.625000 Penalty: 4610.298828
	Iteration 84F: 3 clusters Score -1190447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Entering Unmasked Estep 
Score: -4757320.500000 Penalty: 2630.813232
	Iteration 0F: 2 clusters Score -4757320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4729714.000000 Penalty: 5261.626465
	Iteration 0F: 3 clusters Score -4729714 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4740249.000000 Penalty: 5261.626465
	Iteration 1F: 3 clusters Score -4740249 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4740961.500000 Penalty: 5261.626465
	Iteration 2Q: 3 clusters Score -4740962 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4741767.500000 Penalty: 5261.626465
	Iteration 3Q: 3 clusters Score -4741768 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -4742937.000000 Penalty: 5261.626465
	Iteration 4F: 3 clusters Score -4742937 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -4744444.500000 Penalty: 5261.626465
	Iteration 5F: 3 clusters Score -4744444 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4746180.500000 Penalty: 5261.626465
	Iteration 6F: 3 clusters Score -4746180 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4747990.000000 Penalty: 5261.626465
	Iteration 7F: 3 clusters Score -4747990 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4749611.000000 Penalty: 5261.626465
	Iteration 8F: 3 clusters Score -4749611 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4750992.000000 Penalty: 5261.626465
	Iteration 9F: 3 clusters Score -4750992 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4752034.000000 Penalty: 5261.626465
	Iteration 10Q: 3 clusters Score -4752034 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4752693.500000 Penalty: 5261.626465
	Iteration 11Q: 3 clusters Score -4752694 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4753119.500000 Penalty: 5261.626465
	Iteration 12Q: 3 clusters Score -4753120 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4753405.500000 Penalty: 5261.626465
	Iteration 13Q: 3 clusters Score -4753406 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -4753642.000000 Penalty: 5261.626465
	Iteration 14Q: 3 clusters Score -4753642 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4753865.500000 Penalty: 5261.626465
	Iteration 15Q: 3 clusters Score -4753866 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4753987.500000 Penalty: 5261.626465
	Iteration 16Q: 3 clusters Score -4753988 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -4754098.000000 Penalty: 5261.626465
	Iteration 17Q: 3 clusters Score -4754098 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4754177.500000 Penalty: 5261.626465
	Iteration 18Q: 3 clusters Score -4754178 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -4754225.500000 Penalty: 5261.626465
	Iteration 19Q: 3 clusters Score -4754226 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4754234.000000 Penalty: 5261.626465
	Iteration 20F: 3 clusters Score -4754234 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4754247.500000 Penalty: 5261.626465
	Iteration 21Q: 3 clusters Score -4754248 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4754260.500000 Penalty: 5261.626465
	Iteration 22Q: 3 clusters Score -4754260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4754277.500000 Penalty: 5261.626465
	Iteration 23Q: 3 clusters Score -4754278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4754299.000000 Penalty: 5261.626465
	Iteration 24Q: 3 clusters Score -4754299 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -4754279.500000 Penalty: 5261.626465
	Iteration 25Q: 3 clusters Score -4754280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4754270.000000 Penalty: 5261.626465
	Iteration 26Q: 3 clusters Score -4754270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4754277.500000 Penalty: 5261.626465
	Iteration 27Q: 3 clusters Score -4754278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4754282.500000 Penalty: 5261.626465
	Iteration 28Q: 3 clusters Score -4754282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4754279.500000 Penalty: 5261.626465
	Iteration 29Q: 3 clusters Score -4754280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4754281.500000 Penalty: 5261.626465
	Iteration 30Q: 3 clusters Score -4754282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -4754283.500000 Penalty: 5261.626465
	Iteration 31Q: 3 clusters Score -4754284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4754277.500000 Penalty: 5261.626465
	Iteration 32Q: 3 clusters Score -4754278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4754277.000000 Penalty: 5261.626465
	Iteration 33Q: 3 clusters Score -4754277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4754278.000000 Penalty: 5261.626465
	Iteration 34Q: 3 clusters Score -4754278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4754273.000000 Penalty: 5261.626465
	Iteration 35Q: 3 clusters Score -4754273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -4754277.000000 Penalty: 5261.626465
	Iteration 36Q: 3 clusters Score -4754277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4754283.000000 Penalty: 5261.626465
	Iteration 37Q: 3 clusters Score -4754283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4754282.500000 Penalty: 5261.626465
	Iteration 38Q: 3 clusters Score -4754282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4754284.000000 Penalty: 5261.626465
	Iteration 39Q: 3 clusters Score -4754284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4754290.000000 Penalty: 5261.626465
	Iteration 40F: 3 clusters Score -4754290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4754283.000000 Penalty: 5261.626465
	Iteration 41Q: 3 clusters Score -4754283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4754287.500000 Penalty: 5261.626465
	Iteration 42Q: 3 clusters Score -4754288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4754283.000000 Penalty: 5261.626465
	Iteration 43Q: 3 clusters Score -4754283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -4754281.500000 Penalty: 5261.626465
	Iteration 44Q: 3 clusters Score -4754282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4754278.000000 Penalty: 5261.626465
	Iteration 45Q: 3 clusters Score -4754278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -4754286.000000 Penalty: 5261.626465
	Iteration 46Q: 3 clusters Score -4754286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4754289.500000 Penalty: 5261.626465
	Iteration 47Q: 3 clusters Score -4754290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4754289.500000 Penalty: 5261.626465
	Iteration 48Q: 3 clusters Score -4754290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4754282.000000 Penalty: 5261.626465
	Iteration 49Q: 3 clusters Score -4754282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4754285.000000 Penalty: 5261.626465
	Iteration 50Q: 3 clusters Score -4754285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4754285.000000 Penalty: 5261.626465
	Iteration 51Q: 3 clusters Score -4754285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -4754288.000000 Penalty: 5261.626465
	Iteration 52Q: 3 clusters Score -4754288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4754283.500000 Penalty: 5261.626465
	Iteration 53Q: 3 clusters Score -4754284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4754285.000000 Penalty: 5261.626465
	Iteration 54Q: 3 clusters Score -4754285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4754286.000000 Penalty: 5261.626465
	Iteration 55Q: 3 clusters Score -4754286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4754286.000000 Penalty: 5261.626465
	Iteration 56Q: 3 clusters Score -4754286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -4754283.500000 Penalty: 5261.626465
	Iteration 57Q: 3 clusters Score -4754284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4754284.000000 Penalty: 5261.626465
	Iteration 58Q: 3 clusters Score -4754284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4754284.000000 Penalty: 5261.626465
	Iteration 59F: 3 clusters Score -4754284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Entering Unmasked Estep 
Score: -937704.687500 Penalty: 2234.585205
	Iteration 0F: 2 clusters Score -937704.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -931137.250000 Penalty: 4469.170410
	Iteration 0F: 3 clusters Score -931137.2 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -932949.687500 Penalty: 4469.170410
	Iteration 1F: 3 clusters Score -932949.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -933274.000000 Penalty: 4469.170410
	Iteration 2F: 3 clusters Score -933274 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -933536.437500 Penalty: 4469.170410
	Iteration 3F: 3 clusters Score -933536.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -933769.312500 Penalty: 4469.170410
	Iteration 4F: 3 clusters Score -933769.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -933960.625000 Penalty: 4469.170410
	Iteration 5Q: 3 clusters Score -933960.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -934150.812500 Penalty: 4469.170410
	Iteration 6Q: 3 clusters Score -934150.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -934339.750000 Penalty: 4469.170410
	Iteration 7Q: 3 clusters Score -934339.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -934547.500000 Penalty: 4469.170410
	Iteration 8Q: 3 clusters Score -934547.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -934733.375000 Penalty: 4469.170410
	Iteration 9Q: 3 clusters Score -934733.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -934930.937500 Penalty: 4469.170410
	Iteration 10Q: 3 clusters Score -934930.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -935093.437500 Penalty: 4469.170410
	Iteration 11Q: 3 clusters Score -935093.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -935246.875000 Penalty: 4469.170410
	Iteration 12Q: 3 clusters Score -935246.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -935406.625000 Penalty: 4469.170410
	Iteration 13Q: 3 clusters Score -935406.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -935531.375000 Penalty: 4469.170410
	Iteration 14Q: 3 clusters Score -935531.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -935609.875000 Penalty: 4469.170410
	Iteration 15Q: 3 clusters Score -935609.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -935673.250000 Penalty: 4469.170410
	Iteration 16Q: 3 clusters Score -935673.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -935718.625000 Penalty: 4469.170410
	Iteration 17Q: 3 clusters Score -935718.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -935750.687500 Penalty: 4469.170410
	Iteration 18Q: 3 clusters Score -935750.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -935779.437500 Penalty: 4469.170410
	Iteration 19Q: 3 clusters Score -935779.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -935801.875000 Penalty: 4469.170410
	Iteration 20F: 3 clusters Score -935801.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -935814.750000 Penalty: 4469.170410
	Iteration 21Q: 3 clusters Score -935814.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -935829.062500 Penalty: 4469.170410
	Iteration 22Q: 3 clusters Score -935829.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -935838.625000 Penalty: 4469.170410
	Iteration 23Q: 3 clusters Score -935838.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -935853.875000 Penalty: 4469.170410
	Iteration 24Q: 3 clusters Score -935853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -935859.500000 Penalty: 4469.170410
	Iteration 25Q: 3 clusters Score -935859.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -935870.750000 Penalty: 4469.170410
	Iteration 26Q: 3 clusters Score -935870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -935882.437500 Penalty: 4469.170410
	Iteration 27Q: 3 clusters Score -935882.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -935890.875000 Penalty: 4469.170410
	Iteration 28Q: 3 clusters Score -935890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -935895.375000 Penalty: 4469.170410
	Iteration 29Q: 3 clusters Score -935895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -935902.562500 Penalty: 4469.170410
	Iteration 30Q: 3 clusters Score -935902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -935904.375000 Penalty: 4469.170410
	Iteration 31Q: 3 clusters Score -935904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -935909.562500 Penalty: 4469.170410
	Iteration 32Q: 3 clusters Score -935909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -935911.250000 Penalty: 4469.170410
	Iteration 33Q: 3 clusters Score -935911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -935914.437500 Penalty: 4469.170410
	Iteration 34Q: 3 clusters Score -935914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -935915.500000 Penalty: 4469.170410
	Iteration 35Q: 3 clusters Score -935915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -935915.500000 Penalty: 4469.170410
	Iteration 36F: 3 clusters Score -935915.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Entering Unmasked Estep 
Score: -8656798.000000 Penalty: 2774.506836
	Iteration 0F: 2 clusters Score -8656798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -8608321.000000 Penalty: 5549.013672
	Iteration 0F: 3 clusters Score -8608321 nChanged 33803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -8627263.000000 Penalty: 5549.013672
	Iteration 1F: 3 clusters Score -8627263 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8627992.000000 Penalty: 5549.013672
	Iteration 2Q: 3 clusters Score -8627992 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -8628790.000000 Penalty: 5549.013672
	Iteration 3Q: 3 clusters Score -8628790 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -8629930.000000 Penalty: 5549.013672
	Iteration 4Q: 3 clusters Score -8629930 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8631571.000000 Penalty: 5549.013672
	Iteration 5Q: 3 clusters Score -8631571 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -8634148.000000 Penalty: 5549.013672
	Iteration 6F: 3 clusters Score -8634148 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -8637720.000000 Penalty: 5549.013672
	Iteration 7F: 3 clusters Score -8637720 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -8642025.000000 Penalty: 5549.013672
	Iteration 8F: 3 clusters Score -8642025 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -8646607.000000 Penalty: 5549.013672
	Iteration 9F: 3 clusters Score -8646607 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -8650337.000000 Penalty: 5549.013672
	Iteration 10F: 3 clusters Score -8650337 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -8652464.000000 Penalty: 5549.013672
	Iteration 11Q: 3 clusters Score -8652464 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -8653560.000000 Penalty: 5549.013672
	Iteration 12Q: 3 clusters Score -8653560 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -8653982.000000 Penalty: 5549.013672
	Iteration 13Q: 3 clusters Score -8653982 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -8654160.000000 Penalty: 5549.013672
	Iteration 14Q: 3 clusters Score -8654160 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -8654253.000000 Penalty: 5549.013672
	Iteration 15Q: 3 clusters Score -8654253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -8654320.000000 Penalty: 5549.013672
	Iteration 16Q: 3 clusters Score -8654320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -8654363.000000 Penalty: 5549.013672
	Iteration 17Q: 3 clusters Score -8654363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -8654385.000000 Penalty: 5549.013672
	Iteration 18Q: 3 clusters Score -8654385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -8654405.000000 Penalty: 5549.013672
	Iteration 19Q: 3 clusters Score -8654405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -8654410.000000 Penalty: 5549.013672
	Iteration 20F: 3 clusters Score -8654410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -8654418.000000 Penalty: 5549.013672
	Iteration 21Q: 3 clusters Score -8654418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -8654419.000000 Penalty: 5549.013672
	Iteration 22Q: 3 clusters Score -8654419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -8654420.000000 Penalty: 5549.013672
	Iteration 23Q: 3 clusters Score -8654420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -8654423.000000 Penalty: 5549.013672
	Iteration 24Q: 3 clusters Score -8654423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -8654423.000000 Penalty: 5549.013672
	Iteration 25F: 3 clusters Score -8654423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Entering Unmasked Estep 
Score: -513358.750000 Penalty: 2095.224609
	Iteration 0F: 2 clusters Score -513358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -509049.437500 Penalty: 4190.449219
	Iteration 0F: 3 clusters Score -509049.4 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -510191.218750 Penalty: 4190.449219
	Iteration 1F: 3 clusters Score -510191.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -510489.781250 Penalty: 4190.449219
	Iteration 2F: 3 clusters Score -510489.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -510704.593750 Penalty: 4190.449219
	Iteration 3F: 3 clusters Score -510704.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -510850.125000 Penalty: 4190.449219
	Iteration 4Q: 3 clusters Score -510850.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -510948.937500 Penalty: 4190.449219
	Iteration 5Q: 3 clusters Score -510948.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -511022.750000 Penalty: 4190.449219
	Iteration 6Q: 3 clusters Score -511022.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -511077.250000 Penalty: 4190.449219
	Iteration 7Q: 3 clusters Score -511077.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -511110.281250 Penalty: 4190.449219
	Iteration 8Q: 3 clusters Score -511110.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -511135.312500 Penalty: 4190.449219
	Iteration 9Q: 3 clusters Score -511135.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -511167.250000 Penalty: 4190.449219
	Iteration 10Q: 3 clusters Score -511167.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -511192.125000 Penalty: 4190.449219
	Iteration 11Q: 3 clusters Score -511192.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -511219.500000 Penalty: 4190.449219
	Iteration 12Q: 3 clusters Score -511219.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -511240.156250 Penalty: 4190.449219
	Iteration 13Q: 3 clusters Score -511240.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -511269.750000 Penalty: 4190.449219
	Iteration 14Q: 3 clusters Score -511269.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -511303.218750 Penalty: 4190.449219
	Iteration 15Q: 3 clusters Score -511303.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -511344.656250 Penalty: 4190.449219
	Iteration 16Q: 3 clusters Score -511344.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -511393.656250 Penalty: 4190.449219
	Iteration 17Q: 3 clusters Score -511393.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -511436.500000 Penalty: 4190.449219
	Iteration 18Q: 3 clusters Score -511436.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -511479.125000 Penalty: 4190.449219
	Iteration 19Q: 3 clusters Score -511479.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -511519.843750 Penalty: 4190.449219
	Iteration 20F: 3 clusters Score -511519.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -511556.500000 Penalty: 4190.449219
	Iteration 21Q: 3 clusters Score -511556.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -511587.812500 Penalty: 4190.449219
	Iteration 22Q: 3 clusters Score -511587.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -511618.937500 Penalty: 4190.449219
	Iteration 23Q: 3 clusters Score -511618.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -511642.718750 Penalty: 4190.449219
	Iteration 24Q: 3 clusters Score -511642.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -511669.406250 Penalty: 4190.449219
	Iteration 25Q: 3 clusters Score -511669.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -511694.656250 Penalty: 4190.449219
	Iteration 26Q: 3 clusters Score -511694.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -511720.687500 Penalty: 4190.449219
	Iteration 27Q: 3 clusters Score -511720.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -511738.687500 Penalty: 4190.449219
	Iteration 28Q: 3 clusters Score -511738.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -511749.593750 Penalty: 4190.449219
	Iteration 29Q: 3 clusters Score -511749.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -511760.281250 Penalty: 4190.449219
	Iteration 30Q: 3 clusters Score -511760.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -511767.406250 Penalty: 4190.449219
	Iteration 31Q: 3 clusters Score -511767.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -511776.312500 Penalty: 4190.449219
	Iteration 32Q: 3 clusters Score -511776.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -511787.750000 Penalty: 4190.449219
	Iteration 33Q: 3 clusters Score -511787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -511793.375000 Penalty: 4190.449219
	Iteration 34Q: 3 clusters Score -511793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -511797.562500 Penalty: 4190.449219
	Iteration 35Q: 3 clusters Score -511797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -511800.843750 Penalty: 4190.449219
	Iteration 36Q: 3 clusters Score -511800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -511802.625000 Penalty: 4190.449219
	Iteration 37Q: 3 clusters Score -511802.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -511804.343750 Penalty: 4190.449219
	Iteration 38Q: 3 clusters Score -511804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -511804.375000 Penalty: 4190.449219
	Iteration 39Q: 3 clusters Score -511804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -511807.406250 Penalty: 4190.449219
	Iteration 40F: 3 clusters Score -511807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -511807.718750 Penalty: 4190.449219
	Iteration 41Q: 3 clusters Score -511807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -511808.468750 Penalty: 4190.449219
	Iteration 42Q: 3 clusters Score -511808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -511808.468750 Penalty: 4190.449219
	Iteration 43F: 3 clusters Score -511808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -647187.812500 Penalty: 2136.666016
	Iteration 0F: 2 clusters Score -647187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -642335.437500 Penalty: 4273.332031
	Iteration 0F: 3 clusters Score -642335.4 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -643524.562500 Penalty: 4273.332031
	Iteration 1F: 3 clusters Score -643524.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -643745.125000 Penalty: 4273.332031
	Iteration 2F: 3 clusters Score -643745.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -643909.375000 Penalty: 4273.332031
	Iteration 3F: 3 clusters Score -643909.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -644033.812500 Penalty: 4273.332031
	Iteration 4Q: 3 clusters Score -644033.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -644140.812500 Penalty: 4273.332031
	Iteration 5Q: 3 clusters Score -644140.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -644236.812500 Penalty: 4273.332031
	Iteration 6Q: 3 clusters Score -644236.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -644349.187500 Penalty: 4273.332031
	Iteration 7Q: 3 clusters Score -644349.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -644477.375000 Penalty: 4273.332031
	Iteration 8Q: 3 clusters Score -644477.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -644614.937500 Penalty: 4273.332031
	Iteration 9Q: 3 clusters Score -644614.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -644786.187500 Penalty: 4273.332031
	Iteration 10Q: 3 clusters Score -644786.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -644971.937500 Penalty: 4273.332031
	Iteration 11Q: 3 clusters Score -644971.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -645152.500000 Penalty: 4273.332031
	Iteration 12Q: 3 clusters Score -645152.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -645306.187500 Penalty: 4273.332031
	Iteration 13Q: 3 clusters Score -645306.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -645433.812500 Penalty: 4273.332031
	Iteration 14Q: 3 clusters Score -645433.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -645537.187500 Penalty: 4273.332031
	Iteration 15Q: 3 clusters Score -645537.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -645624.562500 Penalty: 4273.332031
	Iteration 16Q: 3 clusters Score -645624.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -645689.062500 Penalty: 4273.332031
	Iteration 17Q: 3 clusters Score -645689.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -645736.250000 Penalty: 4273.332031
	Iteration 18Q: 3 clusters Score -645736.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -645768.437500 Penalty: 4273.332031
	Iteration 19Q: 3 clusters Score -645768.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -645791.250000 Penalty: 4273.332031
	Iteration 20F: 3 clusters Score -645791.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -645802.687500 Penalty: 4273.332031
	Iteration 21Q: 3 clusters Score -645802.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -645809.750000 Penalty: 4273.332031
	Iteration 22Q: 3 clusters Score -645809.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -645816.375000 Penalty: 4273.332031
	Iteration 23Q: 3 clusters Score -645816.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -645822.937500 Penalty: 4273.332031
	Iteration 24Q: 3 clusters Score -645822.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -645826.750000 Penalty: 4273.332031
	Iteration 25Q: 3 clusters Score -645826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -645831.062500 Penalty: 4273.332031
	Iteration 26Q: 3 clusters Score -645831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -645834.437500 Penalty: 4273.332031
	Iteration 27Q: 3 clusters Score -645834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -645835.250000 Penalty: 4273.332031
	Iteration 28Q: 3 clusters Score -645835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -645838.000000 Penalty: 4273.332031
	Iteration 29Q: 3 clusters Score -645838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -645839.312500 Penalty: 4273.332031
	Iteration 30Q: 3 clusters Score -645839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -645841.062500 Penalty: 4273.332031
	Iteration 31Q: 3 clusters Score -645841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -645841.312500 Penalty: 4273.332031
	Iteration 32Q: 3 clusters Score -645841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -645843.250000 Penalty: 4273.332031
	Iteration 33Q: 3 clusters Score -645843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -645844.312500 Penalty: 4273.332031
	Iteration 34Q: 3 clusters Score -645844.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -645846.375000 Penalty: 4273.332031
	Iteration 35Q: 3 clusters Score -645846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -645847.437500 Penalty: 4273.332031
	Iteration 36Q: 3 clusters Score -645847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -645849.125000 Penalty: 4273.332031
	Iteration 37Q: 3 clusters Score -645849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -645849.437500 Penalty: 4273.332031
	Iteration 38Q: 3 clusters Score -645849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -645849.937500 Penalty: 4273.332031
	Iteration 39Q: 3 clusters Score -645849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -645849.937500 Penalty: 4273.332031
	Iteration 40F: 3 clusters Score -645849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Entering Unmasked Estep 
Score: -1511578.375000 Penalty: 2360.420654
	Iteration 0F: 2 clusters Score -1511578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1501576.750000 Penalty: 4720.841309
	Iteration 0F: 3 clusters Score -1501577 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1505365.375000 Penalty: 4720.841309
	Iteration 1F: 3 clusters Score -1505365 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1506129.375000 Penalty: 4720.841309
	Iteration 2F: 3 clusters Score -1506129 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1506736.875000 Penalty: 4720.841309
	Iteration 3F: 3 clusters Score -1506737 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1507262.250000 Penalty: 4720.841309
	Iteration 4F: 3 clusters Score -1507262 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1507735.250000 Penalty: 4720.841309
	Iteration 5F: 3 clusters Score -1507735 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1508184.375000 Penalty: 4720.841309
	Iteration 6Q: 3 clusters Score -1508184 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1508639.875000 Penalty: 4720.841309
	Iteration 7Q: 3 clusters Score -1508640 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1509024.125000 Penalty: 4720.841309
	Iteration 8Q: 3 clusters Score -1509024 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1509394.875000 Penalty: 4720.841309
	Iteration 9Q: 3 clusters Score -1509395 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1509706.750000 Penalty: 4720.841309
	Iteration 10Q: 3 clusters Score -1509707 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1509953.125000 Penalty: 4720.841309
	Iteration 11Q: 3 clusters Score -1509953 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1510121.625000 Penalty: 4720.841309
	Iteration 12Q: 3 clusters Score -1510122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1510261.750000 Penalty: 4720.841309
	Iteration 13Q: 3 clusters Score -1510262 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1510403.375000 Penalty: 4720.841309
	Iteration 14Q: 3 clusters Score -1510403 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1510543.500000 Penalty: 4720.841309
	Iteration 15Q: 3 clusters Score -1510544 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1510669.000000 Penalty: 4720.841309
	Iteration 16Q: 3 clusters Score -1510669 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1510805.000000 Penalty: 4720.841309
	Iteration 17Q: 3 clusters Score -1510805 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1510935.625000 Penalty: 4720.841309
	Iteration 18Q: 3 clusters Score -1510936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1511066.500000 Penalty: 4720.841309
	Iteration 19Q: 3 clusters Score -1511066 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1511181.000000 Penalty: 4720.841309
	Iteration 20F: 3 clusters Score -1511181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1511326.875000 Penalty: 4720.841309
	Iteration 21Q: 3 clusters Score -1511327 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1511487.500000 Penalty: 4720.841309
	Iteration 22Q: 3 clusters Score -1511488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1511601.125000 Penalty: 4720.841309
	Iteration 23Q: 3 clusters Score -1511601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1511657.500000 Penalty: 4720.841309
	Iteration 24Q: 3 clusters Score -1511658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1511702.500000 Penalty: 4720.841309
	Iteration 25Q: 3 clusters Score -1511702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1511736.500000 Penalty: 4720.841309
	Iteration 26Q: 3 clusters Score -1511736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1511766.000000 Penalty: 4720.841309
	Iteration 27Q: 3 clusters Score -1511766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1511782.750000 Penalty: 4720.841309
	Iteration 28Q: 3 clusters Score -1511783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1511796.250000 Penalty: 4720.841309
	Iteration 29Q: 3 clusters Score -1511796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1511801.750000 Penalty: 4720.841309
	Iteration 30Q: 3 clusters Score -1511802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1511806.500000 Penalty: 4720.841309
	Iteration 31Q: 3 clusters Score -1511806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1511807.500000 Penalty: 4720.841309
	Iteration 32Q: 3 clusters Score -1511808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1511809.625000 Penalty: 4720.841309
	Iteration 33Q: 3 clusters Score -1511810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1511809.625000 Penalty: 4720.841309
	Iteration 34Q: 3 clusters Score -1511810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1511811.000000 Penalty: 4720.841309
	Iteration 35Q: 3 clusters Score -1511811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1511809.750000 Penalty: 4720.841309
	Iteration 36Q: 3 clusters Score -1511810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1511810.750000 Penalty: 4720.841309
	Iteration 37Q: 3 clusters Score -1511811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1511810.750000 Penalty: 4720.841309
	Iteration 38F: 3 clusters Score -1511811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 1573 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 12027 members 
Entering Unmasked Estep 
Score: -205561920.000000 Penalty: 128518.421875
Splitting cluster 30 changes total score from -205563264.000000 to -205561920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25717.619141 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25717.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25808.277344 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25808.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25847.572266 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25847.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25885.185547 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -25885.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25962.777344 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -25962.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25994.201172 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -25994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26096.375000 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -26096.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26212.482422 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -26212.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26266.968750 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -26266.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26311.330078 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -26311.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26324.574219 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -26324.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26329.261719 Penalty: 2769.414062
	Iteration 11Q: 3 clusters Score -26329.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26332.863281 Penalty: 2769.414062
	Iteration 12Q: 3 clusters Score -26332.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26334.937500 Penalty: 2769.414062
	Iteration 13Q: 3 clusters Score -26334.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26334.937500 Penalty: 2769.414062
	Iteration 14F: 3 clusters Score -26334.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113094.335938 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -113094.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113574.640625 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113574.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113904.804688 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -113904.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114121.523438 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -114121.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -114267.984375 Penalty: 3466.252930
	Iteration 4F: 3 clusters Score -114268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114516.953125 Penalty: 3466.252930
	Iteration 5F: 3 clusters Score -114517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -115225.507812 Penalty: 3466.252930
	Iteration 6F: 3 clusters Score -115225.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -115708.187500 Penalty: 3466.252930
	Iteration 7F: 3 clusters Score -115708.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -115863.039062 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -115863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -115904.414062 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -115904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -115926.820312 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -115926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -115938.476562 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -115938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -115944.257812 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -115944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -115952.523438 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -115952.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -115952.523438 Penalty: 3466.252930
	Iteration 14F: 3 clusters Score -115952.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 848 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 236 members 
Entering Unmasked Estep 
Score: -205561936.000000 Penalty: 128518.421875
Splitting cluster 32 changes total score from -205563264.000000 to -205561936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (13792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Entering Unmasked Estep 
Score: -1573188.625000 Penalty: 2363.897461
	Iteration 0F: 2 clusters Score -1573189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1563088.000000 Penalty: 4727.794922
	Iteration 0F: 3 clusters Score -1563088 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1566239.375000 Penalty: 4727.794922
	Iteration 1F: 3 clusters Score -1566239 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1566656.875000 Penalty: 4727.794922
	Iteration 2F: 3 clusters Score -1566657 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1566967.125000 Penalty: 4727.794922
	Iteration 3F: 3 clusters Score -1566967 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1567239.375000 Penalty: 4727.794922
	Iteration 4Q: 3 clusters Score -1567239 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1567446.125000 Penalty: 4727.794922
	Iteration 5Q: 3 clusters Score -1567446 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1567628.625000 Penalty: 4727.794922
	Iteration 6Q: 3 clusters Score -1567629 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1567787.125000 Penalty: 4727.794922
	Iteration 7Q: 3 clusters Score -1567787 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1567932.875000 Penalty: 4727.794922
	Iteration 8Q: 3 clusters Score -1567933 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1568072.500000 Penalty: 4727.794922
	Iteration 9Q: 3 clusters Score -1568072 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1568207.000000 Penalty: 4727.794922
	Iteration 10Q: 3 clusters Score -1568207 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1568363.250000 Penalty: 4727.794922
	Iteration 11Q: 3 clusters Score -1568363 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1568563.625000 Penalty: 4727.794922
	Iteration 12Q: 3 clusters Score -1568564 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1568812.375000 Penalty: 4727.794922
	Iteration 13Q: 3 clusters Score -1568812 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1569078.625000 Penalty: 4727.794922
	Iteration 14Q: 3 clusters Score -1569079 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1569369.750000 Penalty: 4727.794922
	Iteration 15Q: 3 clusters Score -1569370 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1569623.250000 Penalty: 4727.794922
	Iteration 16Q: 3 clusters Score -1569623 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1569841.625000 Penalty: 4727.794922
	Iteration 17Q: 3 clusters Score -1569842 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1570023.375000 Penalty: 4727.794922
	Iteration 18Q: 3 clusters Score -1570023 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1570193.875000 Penalty: 4727.794922
	Iteration 19Q: 3 clusters Score -1570194 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1570356.500000 Penalty: 4727.794922
	Iteration 20F: 3 clusters Score -1570356 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1570507.625000 Penalty: 4727.794922
	Iteration 21Q: 3 clusters Score -1570508 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1570654.000000 Penalty: 4727.794922
	Iteration 22Q: 3 clusters Score -1570654 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1570777.625000 Penalty: 4727.794922
	Iteration 23Q: 3 clusters Score -1570778 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1570873.875000 Penalty: 4727.794922
	Iteration 24Q: 3 clusters Score -1570874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1570952.500000 Penalty: 4727.794922
	Iteration 25Q: 3 clusters Score -1570952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1571054.125000 Penalty: 4727.794922
	Iteration 26Q: 3 clusters Score -1571054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1571165.125000 Penalty: 4727.794922
	Iteration 27Q: 3 clusters Score -1571165 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1571247.500000 Penalty: 4727.794922
	Iteration 28Q: 3 clusters Score -1571248 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1571322.500000 Penalty: 4727.794922
	Iteration 29Q: 3 clusters Score -1571322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1571387.875000 Penalty: 4727.794922
	Iteration 30Q: 3 clusters Score -1571388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1571455.250000 Penalty: 4727.794922
	Iteration 31Q: 3 clusters Score -1571455 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1571516.375000 Penalty: 4727.794922
	Iteration 32Q: 3 clusters Score -1571516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1571587.125000 Penalty: 4727.794922
	Iteration 33Q: 3 clusters Score -1571587 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1571644.625000 Penalty: 4727.794922
	Iteration 34Q: 3 clusters Score -1571645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1571680.750000 Penalty: 4727.794922
	Iteration 35Q: 3 clusters Score -1571681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1571706.625000 Penalty: 4727.794922
	Iteration 36Q: 3 clusters Score -1571707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1571718.375000 Penalty: 4727.794922
	Iteration 37Q: 3 clusters Score -1571718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1571739.000000 Penalty: 4727.794922
	Iteration 38Q: 3 clusters Score -1571739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1571759.000000 Penalty: 4727.794922
	Iteration 39Q: 3 clusters Score -1571759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1571778.375000 Penalty: 4727.794922
	Iteration 40F: 3 clusters Score -1571778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1571788.625000 Penalty: 4727.794922
	Iteration 41Q: 3 clusters Score -1571789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1571808.375000 Penalty: 4727.794922
	Iteration 42Q: 3 clusters Score -1571808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1571822.500000 Penalty: 4727.794922
	Iteration 43Q: 3 clusters Score -1571822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1571836.000000 Penalty: 4727.794922
	Iteration 44Q: 3 clusters Score -1571836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1571842.625000 Penalty: 4727.794922
	Iteration 45Q: 3 clusters Score -1571843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1571844.375000 Penalty: 4727.794922
	Iteration 46Q: 3 clusters Score -1571844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1571847.125000 Penalty: 4727.794922
	Iteration 47Q: 3 clusters Score -1571847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1571849.375000 Penalty: 4727.794922
	Iteration 48Q: 3 clusters Score -1571849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1571848.000000 Penalty: 4727.794922
	Iteration 49Q: 3 clusters Score -1571848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1571853.375000 Penalty: 4727.794922
	Iteration 50Q: 3 clusters Score -1571853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1571855.875000 Penalty: 4727.794922
	Iteration 51Q: 3 clusters Score -1571856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1571856.500000 Penalty: 4727.794922
	Iteration 52Q: 3 clusters Score -1571856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1571860.750000 Penalty: 4727.794922
	Iteration 53Q: 3 clusters Score -1571861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1571859.750000 Penalty: 4727.794922
	Iteration 54Q: 3 clusters Score -1571860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1571858.875000 Penalty: 4727.794922
	Iteration 55Q: 3 clusters Score -1571859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1571859.000000 Penalty: 4727.794922
	Iteration 56Q: 3 clusters Score -1571859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1571859.000000 Penalty: 4727.794922
	Iteration 57F: 3 clusters Score -1571859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Entering Unmasked Estep 
Score: -3261820.500000 Penalty: 2541.565186
	Iteration 0F: 2 clusters Score -3261820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3242535.750000 Penalty: 5083.130371
	Iteration 0F: 3 clusters Score -3242536 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3249360.500000 Penalty: 5083.130371
	Iteration 1F: 3 clusters Score -3249360 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3249760.000000 Penalty: 5083.130371
	Iteration 2Q: 3 clusters Score -3249760 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3250131.500000 Penalty: 5083.130371
	Iteration 3Q: 3 clusters Score -3250132 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3250427.500000 Penalty: 5083.130371
	Iteration 4Q: 3 clusters Score -3250428 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3250757.250000 Penalty: 5083.130371
	Iteration 5Q: 3 clusters Score -3250757 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3251099.250000 Penalty: 5083.130371
	Iteration 6Q: 3 clusters Score -3251099 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3251484.000000 Penalty: 5083.130371
	Iteration 7Q: 3 clusters Score -3251484 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3252023.000000 Penalty: 5083.130371
	Iteration 8Q: 3 clusters Score -3252023 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3252736.000000 Penalty: 5083.130371
	Iteration 9Q: 3 clusters Score -3252736 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3253591.250000 Penalty: 5083.130371
	Iteration 10F: 3 clusters Score -3253591 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3254638.000000 Penalty: 5083.130371
	Iteration 11F: 3 clusters Score -3254638 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3255813.750000 Penalty: 5083.130371
	Iteration 12F: 3 clusters Score -3255814 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3256966.250000 Penalty: 5083.130371
	Iteration 13F: 3 clusters Score -3256966 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3257953.250000 Penalty: 5083.130371
	Iteration 14Q: 3 clusters Score -3257953 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3258681.250000 Penalty: 5083.130371
	Iteration 15Q: 3 clusters Score -3258681 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3259116.000000 Penalty: 5083.130371
	Iteration 16Q: 3 clusters Score -3259116 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3259354.750000 Penalty: 5083.130371
	Iteration 17Q: 3 clusters Score -3259355 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3259509.750000 Penalty: 5083.130371
	Iteration 18Q: 3 clusters Score -3259510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3259583.250000 Penalty: 5083.130371
	Iteration 19Q: 3 clusters Score -3259583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3259636.500000 Penalty: 5083.130371
	Iteration 20F: 3 clusters Score -3259636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3259672.000000 Penalty: 5083.130371
	Iteration 21Q: 3 clusters Score -3259672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3259688.000000 Penalty: 5083.130371
	Iteration 22Q: 3 clusters Score -3259688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3259691.500000 Penalty: 5083.130371
	Iteration 23Q: 3 clusters Score -3259692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3259697.000000 Penalty: 5083.130371
	Iteration 24Q: 3 clusters Score -3259697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3259703.750000 Penalty: 5083.130371
	Iteration 25Q: 3 clusters Score -3259704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3259710.750000 Penalty: 5083.130371
	Iteration 26Q: 3 clusters Score -3259711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3259719.000000 Penalty: 5083.130371
	Iteration 27Q: 3 clusters Score -3259719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3259720.250000 Penalty: 5083.130371
	Iteration 28Q: 3 clusters Score -3259720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3259719.250000 Penalty: 5083.130371
	Iteration 29Q: 3 clusters Score -3259719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3259722.500000 Penalty: 5083.130371
	Iteration 30Q: 3 clusters Score -3259722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3259722.500000 Penalty: 5083.130371
	Iteration 31F: 3 clusters Score -3259722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1144379.875000 Penalty: 2290.916260
	Iteration 0F: 2 clusters Score -1144380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1136469.125000 Penalty: 4581.832520
	Iteration 0F: 3 clusters Score -1136469 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1138960.000000 Penalty: 4581.832520
	Iteration 1F: 3 clusters Score -1138960 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1139525.875000 Penalty: 4581.832520
	Iteration 2F: 3 clusters Score -1139526 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1140090.750000 Penalty: 4581.832520
	Iteration 3F: 3 clusters Score -1140091 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1140559.375000 Penalty: 4581.832520
	Iteration 4F: 3 clusters Score -1140559 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1140921.250000 Penalty: 4581.832520
	Iteration 5F: 3 clusters Score -1140921 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1141218.250000 Penalty: 4581.832520
	Iteration 6Q: 3 clusters Score -1141218 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1141462.500000 Penalty: 4581.832520
	Iteration 7Q: 3 clusters Score -1141462 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1141656.250000 Penalty: 4581.832520
	Iteration 8Q: 3 clusters Score -1141656 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1141819.375000 Penalty: 4581.832520
	Iteration 9Q: 3 clusters Score -1141819 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1141949.500000 Penalty: 4581.832520
	Iteration 10Q: 3 clusters Score -1141950 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1142048.625000 Penalty: 4581.832520
	Iteration 11Q: 3 clusters Score -1142049 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1142152.625000 Penalty: 4581.832520
	Iteration 12Q: 3 clusters Score -1142153 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1142258.500000 Penalty: 4581.832520
	Iteration 13Q: 3 clusters Score -1142258 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1142349.625000 Penalty: 4581.832520
	Iteration 14Q: 3 clusters Score -1142350 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1142408.375000 Penalty: 4581.832520
	Iteration 15Q: 3 clusters Score -1142408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1142455.125000 Penalty: 4581.832520
	Iteration 16Q: 3 clusters Score -1142455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1142499.875000 Penalty: 4581.832520
	Iteration 17Q: 3 clusters Score -1142500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1142534.375000 Penalty: 4581.832520
	Iteration 18Q: 3 clusters Score -1142534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1142563.875000 Penalty: 4581.832520
	Iteration 19Q: 3 clusters Score -1142564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1142592.500000 Penalty: 4581.832520
	Iteration 20F: 3 clusters Score -1142592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1142622.875000 Penalty: 4581.832520
	Iteration 21Q: 3 clusters Score -1142623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1142653.500000 Penalty: 4581.832520
	Iteration 22Q: 3 clusters Score -1142654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1142674.875000 Penalty: 4581.832520
	Iteration 23Q: 3 clusters Score -1142675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1142697.250000 Penalty: 4581.832520
	Iteration 24Q: 3 clusters Score -1142697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1142723.000000 Penalty: 4581.832520
	Iteration 25Q: 3 clusters Score -1142723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1142740.875000 Penalty: 4581.832520
	Iteration 26Q: 3 clusters Score -1142741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1142749.375000 Penalty: 4581.832520
	Iteration 27Q: 3 clusters Score -1142749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1142758.500000 Penalty: 4581.832520
	Iteration 28Q: 3 clusters Score -1142758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1142767.500000 Penalty: 4581.832520
	Iteration 29Q: 3 clusters Score -1142768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1142770.125000 Penalty: 4581.832520
	Iteration 30Q: 3 clusters Score -1142770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1142774.000000 Penalty: 4581.832520
	Iteration 31Q: 3 clusters Score -1142774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1142779.500000 Penalty: 4581.832520
	Iteration 32Q: 3 clusters Score -1142780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1142781.500000 Penalty: 4581.832520
	Iteration 33Q: 3 clusters Score -1142782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1142786.375000 Penalty: 4581.832520
	Iteration 34Q: 3 clusters Score -1142786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1142792.875000 Penalty: 4581.832520
	Iteration 35Q: 3 clusters Score -1142793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1142794.125000 Penalty: 4581.832520
	Iteration 36Q: 3 clusters Score -1142794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1142798.375000 Penalty: 4581.832520
	Iteration 37Q: 3 clusters Score -1142798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1142803.250000 Penalty: 4581.832520
	Iteration 38Q: 3 clusters Score -1142803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1142803.000000 Penalty: 4581.832520
	Iteration 39Q: 3 clusters Score -1142803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1142807.875000 Penalty: 4581.832520
	Iteration 40F: 3 clusters Score -1142808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1142810.375000 Penalty: 4581.832520
	Iteration 41Q: 3 clusters Score -1142810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1142812.875000 Penalty: 4581.832520
	Iteration 42Q: 3 clusters Score -1142813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1142813.000000 Penalty: 4581.832520
	Iteration 43Q: 3 clusters Score -1142813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1142813.750000 Penalty: 4581.832520
	Iteration 44Q: 3 clusters Score -1142814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1142813.750000 Penalty: 4581.832520
	Iteration 45F: 3 clusters Score -1142814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 173994 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170148 members 
Mstep: Class 9 contains 112059 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113956 members 
Mstep: Class 12 contains 257653 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 32608 members 
Mstep: Class 17 contains 81703 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 23000 members 
Mstep: Class 22 contains 171927 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 40462 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72224 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 28233 members 
Mstep: Class 35 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205563184.000000 Penalty: 124948.460938
Iteration 119Q: 36 clusters Score -2.055632e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 173748 members 
Mstep: Class 4 contains 66833 members 
Mstep: Class 5 contains 38378 members 
Mstep: Class 6 contains 14939 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170127 members 
Mstep: Class 9 contains 112056 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 113940 members 
Mstep: Class 12 contains 257702 members 
Mstep: Class 13 contains 32820 members 
Mstep: Class 14 contains 146280 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 32441 members 
Mstep: Class 17 contains 81688 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22974 members 
Mstep: Class 22 contains 171923 members 
Mstep: Class 23 contains 29433 members 
Mstep: Class 24 contains 10878 members 
Mstep: Class 25 contains 40655 members 
Mstep: Class 26 contains 8209 members 
Mstep: Class 27 contains 72237 members 
Mstep: Class 28 contains 4671 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13594 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13818 members 
Mstep: Class 34 contains 28240 members 
Mstep: Class 35 contains 10324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564032.000000 Penalty: 124948.460938
Iteration 120F: 36 clusters Score -2.05564e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 173514 members 
Mstep: Class 4 contains 64842 members 
Mstep: Class 5 contains 38405 members 
Mstep: Class 6 contains 14939 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 170138 members 
Mstep: Class 9 contains 112049 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 113920 members 
Mstep: Class 12 contains 257729 members 
Mstep: Class 13 contains 32827 members 
Mstep: Class 14 contains 148458 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 32275 members 
Mstep: Class 17 contains 81676 members 
Mstep: Class 18 contains 20498 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22958 members 
Mstep: Class 22 contains 171912 members 
Mstep: Class 23 contains 29365 members 
Mstep: Class 24 contains 10875 members 
Mstep: Class 25 contains 40828 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 72262 members 
Mstep: Class 28 contains 4676 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13598 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13841 members 
Mstep: Class 34 contains 28247 members 
Mstep: Class 35 contains 10365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564832.000000 Penalty: 124948.460938
Iteration 121Q: 36 clusters Score -2.055648e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 173286 members 
Mstep: Class 4 contains 62993 members 
Mstep: Class 5 contains 38438 members 
Mstep: Class 6 contains 14948 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 170166 members 
Mstep: Class 9 contains 112049 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 113905 members 
Mstep: Class 12 contains 257752 members 
Mstep: Class 13 contains 32835 members 
Mstep: Class 14 contains 150538 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 32080 members 
Mstep: Class 17 contains 81669 members 
Mstep: Class 18 contains 20491 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22926 members 
Mstep: Class 22 contains 171899 members 
Mstep: Class 23 contains 29300 members 
Mstep: Class 24 contains 10873 members 
Mstep: Class 25 contains 40971 members 
Mstep: Class 26 contains 8236 members 
Mstep: Class 27 contains 72280 members 
Mstep: Class 28 contains 4676 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 13599 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13856 members 
Mstep: Class 34 contains 28254 members 
Mstep: Class 35 contains 10410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565104.000000 Penalty: 124948.460938
Iteration 122Q: 36 clusters Score -2.055651e+08 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 173088 members 
Mstep: Class 4 contains 61135 members 
Mstep: Class 5 contains 38465 members 
Mstep: Class 6 contains 14958 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170149 members 
Mstep: Class 9 contains 112045 members 
Mstep: Class 10 contains 6087 members 
Mstep: Class 11 contains 113881 members 
Mstep: Class 12 contains 257770 members 
Mstep: Class 13 contains 32839 members 
Mstep: Class 14 contains 152595 members 
Mstep: Class 15 contains 16936 members 
Mstep: Class 16 contains 31880 members 
Mstep: Class 17 contains 81666 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22901 members 
Mstep: Class 22 contains 171898 members 
Mstep: Class 23 contains 29240 members 
Mstep: Class 24 contains 10874 members 
Mstep: Class 25 contains 41131 members 
Mstep: Class 26 contains 8233 members 
Mstep: Class 27 contains 72309 members 
Mstep: Class 28 contains 4676 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13609 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13872 members 
Mstep: Class 34 contains 28265 members 
Mstep: Class 35 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565824.000000 Penalty: 124948.460938
Iteration 123Q: 36 clusters Score -2.055658e+08 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 172914 members 
Mstep: Class 4 contains 59410 members 
Mstep: Class 5 contains 38493 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 170085 members 
Mstep: Class 9 contains 112037 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 113871 members 
Mstep: Class 12 contains 257784 members 
Mstep: Class 13 contains 32838 members 
Mstep: Class 14 contains 154522 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 31679 members 
Mstep: Class 17 contains 81653 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22887 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 29196 members 
Mstep: Class 24 contains 10872 members 
Mstep: Class 25 contains 41289 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 72341 members 
Mstep: Class 28 contains 4683 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 13620 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13889 members 
Mstep: Class 34 contains 28280 members 
Mstep: Class 35 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566000.000000 Penalty: 124948.460938
Iteration 124Q: 36 clusters Score -2.05566e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 172745 members 
Mstep: Class 4 contains 57750 members 
Mstep: Class 5 contains 38525 members 
Mstep: Class 6 contains 14976 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 170031 members 
Mstep: Class 9 contains 112046 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 113867 members 
Mstep: Class 12 contains 257811 members 
Mstep: Class 13 contains 32832 members 
Mstep: Class 14 contains 156297 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 31500 members 
Mstep: Class 17 contains 81637 members 
Mstep: Class 18 contains 20494 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22880 members 
Mstep: Class 22 contains 171904 members 
Mstep: Class 23 contains 29183 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 41439 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 72371 members 
Mstep: Class 28 contains 4685 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13629 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13914 members 
Mstep: Class 34 contains 28290 members 
Mstep: Class 35 contains 10541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566416.000000 Penalty: 124948.460938
Iteration 125Q: 36 clusters Score -2.055664e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 172611 members 
Mstep: Class 4 contains 56255 members 
Mstep: Class 5 contains 38547 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 169962 members 
Mstep: Class 9 contains 112071 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 113849 members 
Mstep: Class 12 contains 257865 members 
Mstep: Class 13 contains 32819 members 
Mstep: Class 14 contains 157901 members 
Mstep: Class 15 contains 16935 members 
Mstep: Class 16 contains 31330 members 
Mstep: Class 17 contains 81621 members 
Mstep: Class 18 contains 20514 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22866 members 
Mstep: Class 22 contains 171891 members 
Mstep: Class 23 contains 29157 members 
Mstep: Class 24 contains 10866 members 
Mstep: Class 25 contains 41564 members 
Mstep: Class 26 contains 8201 members 
Mstep: Class 27 contains 72415 members 
Mstep: Class 28 contains 4687 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13941 members 
Mstep: Class 34 contains 28291 members 
Mstep: Class 35 contains 10587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566720.000000 Penalty: 124948.460938
Iteration 126Q: 36 clusters Score -2.055667e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 172496 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 38572 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 169894 members 
Mstep: Class 9 contains 112069 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 113830 members 
Mstep: Class 12 contains 257929 members 
Mstep: Class 13 contains 32816 members 
Mstep: Class 14 contains 159288 members 
Mstep: Class 15 contains 16940 members 
Mstep: Class 16 contains 31172 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20539 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22851 members 
Mstep: Class 22 contains 171921 members 
Mstep: Class 23 contains 29139 members 
Mstep: Class 24 contains 10865 members 
Mstep: Class 25 contains 41663 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 72438 members 
Mstep: Class 28 contains 4691 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13968 members 
Mstep: Class 34 contains 28297 members 
Mstep: Class 35 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567408.000000 Penalty: 124948.460938
Iteration 127Q: 36 clusters Score -2.055674e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 172433 members 
Mstep: Class 4 contains 53699 members 
Mstep: Class 5 contains 38589 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 169795 members 
Mstep: Class 9 contains 112085 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 113820 members 
Mstep: Class 12 contains 257970 members 
Mstep: Class 13 contains 32817 members 
Mstep: Class 14 contains 160547 members 
Mstep: Class 15 contains 16942 members 
Mstep: Class 16 contains 31022 members 
Mstep: Class 17 contains 81601 members 
Mstep: Class 18 contains 20564 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22833 members 
Mstep: Class 22 contains 171951 members 
Mstep: Class 23 contains 29107 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 72461 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 13656 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 28303 members 
Mstep: Class 35 contains 10692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567856.000000 Penalty: 124948.460938
Iteration 128Q: 36 clusters Score -2.055679e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 172394 members 
Mstep: Class 4 contains 52586 members 
Mstep: Class 5 contains 38610 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 169693 members 
Mstep: Class 9 contains 112108 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 113813 members 
Mstep: Class 12 contains 258008 members 
Mstep: Class 13 contains 32804 members 
Mstep: Class 14 contains 161675 members 
Mstep: Class 15 contains 16941 members 
Mstep: Class 16 contains 30898 members 
Mstep: Class 17 contains 81594 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22824 members 
Mstep: Class 22 contains 171970 members 
Mstep: Class 23 contains 29069 members 
Mstep: Class 24 contains 10860 members 
Mstep: Class 25 contains 41845 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 72486 members 
Mstep: Class 28 contains 4697 members 
Mstep: Class 29 contains 5506 members 
Mstep: Class 30 contains 13666 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14013 members 
Mstep: Class 34 contains 28311 members 
Mstep: Class 35 contains 10742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567088.000000 Penalty: 124948.460938
Iteration 129Q: 36 clusters Score -2.055671e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 172348 members 
Mstep: Class 4 contains 51670 members 
Mstep: Class 5 contains 38628 members 
Mstep: Class 6 contains 14989 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 169602 members 
Mstep: Class 9 contains 112110 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 113817 members 
Mstep: Class 12 contains 258057 members 
Mstep: Class 13 contains 32802 members 
Mstep: Class 14 contains 162623 members 
Mstep: Class 15 contains 16946 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 81590 members 
Mstep: Class 18 contains 20606 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 172014 members 
Mstep: Class 23 contains 29036 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 41912 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 72499 members 
Mstep: Class 28 contains 4702 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13681 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14044 members 
Mstep: Class 34 contains 28318 members 
Mstep: Class 35 contains 10799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567680.000000 Penalty: 124948.460938
Iteration 130Q: 36 clusters Score -2.055677e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 172304 members 
Mstep: Class 4 contains 50818 members 
Mstep: Class 5 contains 38661 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 169511 members 
Mstep: Class 9 contains 112114 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 113814 members 
Mstep: Class 12 contains 258097 members 
Mstep: Class 13 contains 32803 members 
Mstep: Class 14 contains 163507 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 30596 members 
Mstep: Class 17 contains 81585 members 
Mstep: Class 18 contains 20623 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22786 members 
Mstep: Class 22 contains 172047 members 
Mstep: Class 23 contains 29019 members 
Mstep: Class 24 contains 10848 members 
Mstep: Class 25 contains 41984 members 
Mstep: Class 26 contains 8208 members 
Mstep: Class 27 contains 72510 members 
Mstep: Class 28 contains 4706 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13683 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 28323 members 
Mstep: Class 35 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567408.000000 Penalty: 124948.460938
Iteration 131Q: 36 clusters Score -2.055674e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 172257 members 
Mstep: Class 4 contains 50038 members 
Mstep: Class 5 contains 38682 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 169416 members 
Mstep: Class 9 contains 112122 members 
Mstep: Class 10 contains 6099 members 
Mstep: Class 11 contains 113813 members 
Mstep: Class 12 contains 258124 members 
Mstep: Class 13 contains 32790 members 
Mstep: Class 14 contains 164325 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 30450 members 
Mstep: Class 17 contains 81586 members 
Mstep: Class 18 contains 20631 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22767 members 
Mstep: Class 22 contains 172089 members 
Mstep: Class 23 contains 28998 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 42074 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 72537 members 
Mstep: Class 28 contains 4714 members 
Mstep: Class 29 contains 5506 members 
Mstep: Class 30 contains 13685 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14075 members 
Mstep: Class 34 contains 28327 members 
Mstep: Class 35 contains 10899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566832.000000 Penalty: 124948.460938
Iteration 132Q: 36 clusters Score -2.055668e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 172190 members 
Mstep: Class 4 contains 49379 members 
Mstep: Class 5 contains 38711 members 
Mstep: Class 6 contains 14995 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 169360 members 
Mstep: Class 9 contains 112113 members 
Mstep: Class 10 contains 6100 members 
Mstep: Class 11 contains 113819 members 
Mstep: Class 12 contains 258158 members 
Mstep: Class 13 contains 32778 members 
Mstep: Class 14 contains 165030 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 30294 members 
Mstep: Class 17 contains 81588 members 
Mstep: Class 18 contains 20648 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22753 members 
Mstep: Class 22 contains 172121 members 
Mstep: Class 23 contains 28978 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 42150 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72542 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 5506 members 
Mstep: Class 30 contains 13683 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14085 members 
Mstep: Class 34 contains 28328 members 
Mstep: Class 35 contains 10945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566736.000000 Penalty: 124948.460938
Iteration 133Q: 36 clusters Score -2.055667e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 172148 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 38723 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 169296 members 
Mstep: Class 9 contains 112102 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 113802 members 
Mstep: Class 12 contains 258195 members 
Mstep: Class 13 contains 32779 members 
Mstep: Class 14 contains 165649 members 
Mstep: Class 15 contains 16992 members 
Mstep: Class 16 contains 30173 members 
Mstep: Class 17 contains 81586 members 
Mstep: Class 18 contains 20664 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22745 members 
Mstep: Class 22 contains 172166 members 
Mstep: Class 23 contains 28939 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 42236 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 72549 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13687 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14099 members 
Mstep: Class 34 contains 28333 members 
Mstep: Class 35 contains 10994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566816.000000 Penalty: 124948.460938
Iteration 134Q: 36 clusters Score -2.055668e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 172105 members 
Mstep: Class 4 contains 48275 members 
Mstep: Class 5 contains 38736 members 
Mstep: Class 6 contains 14994 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 169232 members 
Mstep: Class 9 contains 112110 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 113785 members 
Mstep: Class 12 contains 258240 members 
Mstep: Class 13 contains 32781 members 
Mstep: Class 14 contains 166199 members 
Mstep: Class 15 contains 16989 members 
Mstep: Class 16 contains 30042 members 
Mstep: Class 17 contains 81583 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22737 members 
Mstep: Class 22 contains 172200 members 
Mstep: Class 23 contains 28923 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 42317 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 72561 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 13692 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14108 members 
Mstep: Class 34 contains 28335 members 
Mstep: Class 35 contains 11037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566656.000000 Penalty: 124948.460938
Iteration 135Q: 36 clusters Score -2.055667e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 172047 members 
Mstep: Class 4 contains 47800 members 
Mstep: Class 5 contains 38748 members 
Mstep: Class 6 contains 14996 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 169194 members 
Mstep: Class 9 contains 112092 members 
Mstep: Class 10 contains 6105 members 
Mstep: Class 11 contains 113762 members 
Mstep: Class 12 contains 258298 members 
Mstep: Class 13 contains 32776 members 
Mstep: Class 14 contains 166690 members 
Mstep: Class 15 contains 16991 members 
Mstep: Class 16 contains 29908 members 
Mstep: Class 17 contains 81587 members 
Mstep: Class 18 contains 20687 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22727 members 
Mstep: Class 22 contains 172235 members 
Mstep: Class 23 contains 28911 members 
Mstep: Class 24 contains 10848 members 
Mstep: Class 25 contains 42373 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 72585 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13703 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14125 members 
Mstep: Class 34 contains 28333 members 
Mstep: Class 35 contains 11092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566848.000000 Penalty: 124948.460938
Iteration 136Q: 36 clusters Score -2.055668e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 171985 members 
Mstep: Class 4 contains 47379 members 
Mstep: Class 5 contains 38760 members 
Mstep: Class 6 contains 15006 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 169169 members 
Mstep: Class 9 contains 112088 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 113744 members 
Mstep: Class 12 contains 258342 members 
Mstep: Class 13 contains 32771 members 
Mstep: Class 14 contains 167123 members 
Mstep: Class 15 contains 16994 members 
Mstep: Class 16 contains 29773 members 
Mstep: Class 17 contains 81589 members 
Mstep: Class 18 contains 20703 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22719 members 
Mstep: Class 22 contains 172269 members 
Mstep: Class 23 contains 28894 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 42429 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 72600 members 
Mstep: Class 28 contains 4728 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13711 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14147 members 
Mstep: Class 34 contains 28337 members 
Mstep: Class 35 contains 11152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566816.000000 Penalty: 124948.460938
Iteration 137Q: 36 clusters Score -2.055668e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 171934 members 
Mstep: Class 4 contains 47046 members 
Mstep: Class 5 contains 38773 members 
Mstep: Class 6 contains 15014 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 169131 members 
Mstep: Class 9 contains 112099 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 113732 members 
Mstep: Class 12 contains 258360 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 167511 members 
Mstep: Class 15 contains 16982 members 
Mstep: Class 16 contains 29626 members 
Mstep: Class 17 contains 81594 members 
Mstep: Class 18 contains 20719 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22712 members 
Mstep: Class 22 contains 172305 members 
Mstep: Class 23 contains 28878 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 42481 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72613 members 
Mstep: Class 28 contains 4733 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13713 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14164 members 
Mstep: Class 34 contains 28343 members 
Mstep: Class 35 contains 11198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566896.000000 Penalty: 124948.460938
Iteration 138Q: 36 clusters Score -2.055669e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 171867 members 
Mstep: Class 4 contains 46728 members 
Mstep: Class 5 contains 38781 members 
Mstep: Class 6 contains 15021 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 169100 members 
Mstep: Class 9 contains 112100 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 113721 members 
Mstep: Class 12 contains 258391 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 167883 members 
Mstep: Class 15 contains 16980 members 
Mstep: Class 16 contains 29507 members 
Mstep: Class 17 contains 81594 members 
Mstep: Class 18 contains 20717 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22712 members 
Mstep: Class 22 contains 172330 members 
Mstep: Class 23 contains 28850 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 42533 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 72630 members 
Mstep: Class 28 contains 4744 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13716 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14176 members 
Mstep: Class 34 contains 28350 members 
Mstep: Class 35 contains 11244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567168.000000 Penalty: 124948.460938
Iteration 139Q: 36 clusters Score -2.055672e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 171806 members 
Mstep: Class 4 contains 46451 members 
Mstep: Class 5 contains 38792 members 
Mstep: Class 6 contains 15028 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 169075 members 
Mstep: Class 9 contains 112085 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 113705 members 
Mstep: Class 12 contains 258415 members 
Mstep: Class 13 contains 32759 members 
Mstep: Class 14 contains 168215 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 29410 members 
Mstep: Class 17 contains 81594 members 
Mstep: Class 18 contains 20720 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22708 members 
Mstep: Class 22 contains 172359 members 
Mstep: Class 23 contains 28842 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 42591 members 
Mstep: Class 26 contains 8209 members 
Mstep: Class 27 contains 72641 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 13715 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14178 members 
Mstep: Class 34 contains 28356 members 
Mstep: Class 35 contains 11286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567216.000000 Penalty: 124948.460938
Iteration 140F: 36 clusters Score -2.055672e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 171722 members 
Mstep: Class 4 contains 46196 members 
Mstep: Class 5 contains 38793 members 
Mstep: Class 6 contains 15030 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 169079 members 
Mstep: Class 9 contains 112075 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 113689 members 
Mstep: Class 12 contains 258455 members 
Mstep: Class 13 contains 32752 members 
Mstep: Class 14 contains 168525 members 
Mstep: Class 15 contains 16980 members 
Mstep: Class 16 contains 29314 members 
Mstep: Class 17 contains 81591 members 
Mstep: Class 18 contains 20726 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22706 members 
Mstep: Class 22 contains 172371 members 
Mstep: Class 23 contains 28843 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 42633 members 
Mstep: Class 26 contains 8203 members 
Mstep: Class 27 contains 72659 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 13719 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14182 members 
Mstep: Class 34 contains 28362 members 
Mstep: Class 35 contains 11326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567440.000000 Penalty: 124948.460938
Iteration 141Q: 36 clusters Score -2.055674e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 171648 members 
Mstep: Class 4 contains 46019 members 
Mstep: Class 5 contains 38799 members 
Mstep: Class 6 contains 15035 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 169072 members 
Mstep: Class 9 contains 112066 members 
Mstep: Class 10 contains 6105 members 
Mstep: Class 11 contains 113674 members 
Mstep: Class 12 contains 258475 members 
Mstep: Class 13 contains 32750 members 
Mstep: Class 14 contains 168770 members 
Mstep: Class 15 contains 16977 members 
Mstep: Class 16 contains 29210 members 
Mstep: Class 17 contains 81592 members 
Mstep: Class 18 contains 20735 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22698 members 
Mstep: Class 22 contains 172393 members 
Mstep: Class 23 contains 28826 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 42696 members 
Mstep: Class 26 contains 8200 members 
Mstep: Class 27 contains 72670 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13719 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14187 members 
Mstep: Class 34 contains 28366 members 
Mstep: Class 35 contains 11358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567360.000000 Penalty: 124948.460938
Iteration 142Q: 36 clusters Score -2.055674e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 171591 members 
Mstep: Class 4 contains 45877 members 
Mstep: Class 5 contains 38806 members 
Mstep: Class 6 contains 15035 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 169072 members 
Mstep: Class 9 contains 112057 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 113668 members 
Mstep: Class 12 contains 258501 members 
Mstep: Class 13 contains 32746 members 
Mstep: Class 14 contains 168981 members 
Mstep: Class 15 contains 16977 members 
Mstep: Class 16 contains 29089 members 
Mstep: Class 17 contains 81593 members 
Mstep: Class 18 contains 20742 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22695 members 
Mstep: Class 22 contains 172418 members 
Mstep: Class 23 contains 28804 members 
Mstep: Class 24 contains 10840 members 
Mstep: Class 25 contains 42759 members 
Mstep: Class 26 contains 8193 members 
Mstep: Class 27 contains 72681 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13720 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14193 members 
Mstep: Class 34 contains 28368 members 
Mstep: Class 35 contains 11388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567120.000000 Penalty: 124948.460938
Iteration 143Q: 36 clusters Score -2.055671e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 171515 members 
Mstep: Class 4 contains 45756 members 
Mstep: Class 5 contains 38811 members 
Mstep: Class 6 contains 15035 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 169071 members 
Mstep: Class 9 contains 112053 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 113674 members 
Mstep: Class 12 contains 258530 members 
Mstep: Class 13 contains 32736 members 
Mstep: Class 14 contains 169155 members 
Mstep: Class 15 contains 16982 members 
Mstep: Class 16 contains 28987 members 
Mstep: Class 17 contains 81601 members 
Mstep: Class 18 contains 20739 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22690 members 
Mstep: Class 22 contains 172437 members 
Mstep: Class 23 contains 28791 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 42817 members 
Mstep: Class 26 contains 8187 members 
Mstep: Class 27 contains 72691 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13723 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14198 members 
Mstep: Class 34 contains 28368 members 
Mstep: Class 35 contains 11418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567200.000000 Penalty: 124948.460938
Iteration 144Q: 36 clusters Score -2.055672e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 171442 members 
Mstep: Class 4 contains 45643 members 
Mstep: Class 5 contains 38811 members 
Mstep: Class 6 contains 15035 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 169060 members 
Mstep: Class 9 contains 112041 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 113667 members 
Mstep: Class 12 contains 258550 members 
Mstep: Class 13 contains 32728 members 
Mstep: Class 14 contains 169328 members 
Mstep: Class 15 contains 16986 members 
Mstep: Class 16 contains 28885 members 
Mstep: Class 17 contains 81606 members 
Mstep: Class 18 contains 20743 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22683 members 
Mstep: Class 22 contains 172448 members 
Mstep: Class 23 contains 28796 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 42881 members 
Mstep: Class 26 contains 8186 members 
Mstep: Class 27 contains 72710 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13726 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14204 members 
Mstep: Class 34 contains 28367 members 
Mstep: Class 35 contains 11456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566848.000000 Penalty: 124948.460938
Iteration 145Q: 36 clusters Score -2.055668e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 171362 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 38818 members 
Mstep: Class 6 contains 15037 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 169043 members 
Mstep: Class 9 contains 112032 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 113655 members 
Mstep: Class 12 contains 258580 members 
Mstep: Class 13 contains 32723 members 
Mstep: Class 14 contains 169458 members 
Mstep: Class 15 contains 16995 members 
Mstep: Class 16 contains 28789 members 
Mstep: Class 17 contains 81608 members 
Mstep: Class 18 contains 20749 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22681 members 
Mstep: Class 22 contains 172465 members 
Mstep: Class 23 contains 28788 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 42956 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72718 members 
Mstep: Class 28 contains 4757 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13728 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14210 members 
Mstep: Class 34 contains 28369 members 
Mstep: Class 35 contains 11476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567024.000000 Penalty: 124948.460938
Iteration 146Q: 36 clusters Score -2.05567e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 171311 members 
Mstep: Class 4 contains 45500 members 
Mstep: Class 5 contains 38833 members 
Mstep: Class 6 contains 15041 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 169007 members 
Mstep: Class 9 contains 112025 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 113644 members 
Mstep: Class 12 contains 258590 members 
Mstep: Class 13 contains 32728 members 
Mstep: Class 14 contains 169588 members 
Mstep: Class 15 contains 16999 members 
Mstep: Class 16 contains 28689 members 
Mstep: Class 17 contains 81609 members 
Mstep: Class 18 contains 20760 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22676 members 
Mstep: Class 22 contains 172482 members 
Mstep: Class 23 contains 28774 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 43007 members 
Mstep: Class 26 contains 8177 members 
Mstep: Class 27 contains 72730 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13736 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14212 members 
Mstep: Class 34 contains 28373 members 
Mstep: Class 35 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566880.000000 Penalty: 124948.460938
Iteration 147Q: 36 clusters Score -2.055669e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 171263 members 
Mstep: Class 4 contains 45446 members 
Mstep: Class 5 contains 38844 members 
Mstep: Class 6 contains 15044 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 168968 members 
Mstep: Class 9 contains 112018 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 113635 members 
Mstep: Class 12 contains 258594 members 
Mstep: Class 13 contains 32729 members 
Mstep: Class 14 contains 169710 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 28589 members 
Mstep: Class 17 contains 81608 members 
Mstep: Class 18 contains 20765 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22671 members 
Mstep: Class 22 contains 172494 members 
Mstep: Class 23 contains 28769 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 43061 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 72731 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13743 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14218 members 
Mstep: Class 34 contains 28376 members 
Mstep: Class 35 contains 11543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566848.000000 Penalty: 124948.460938
Iteration 148Q: 36 clusters Score -2.055668e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 171198 members 
Mstep: Class 4 contains 45394 members 
Mstep: Class 5 contains 38855 members 
Mstep: Class 6 contains 15054 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168926 members 
Mstep: Class 9 contains 112016 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 113636 members 
Mstep: Class 12 contains 258618 members 
Mstep: Class 13 contains 32729 members 
Mstep: Class 14 contains 169806 members 
Mstep: Class 15 contains 17009 members 
Mstep: Class 16 contains 28505 members 
Mstep: Class 17 contains 81610 members 
Mstep: Class 18 contains 20775 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22670 members 
Mstep: Class 22 contains 172506 members 
Mstep: Class 23 contains 28751 members 
Mstep: Class 24 contains 10829 members 
Mstep: Class 25 contains 43120 members 
Mstep: Class 26 contains 8167 members 
Mstep: Class 27 contains 72728 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13749 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14228 members 
Mstep: Class 34 contains 28377 members 
Mstep: Class 35 contains 11574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566640.000000 Penalty: 124948.460938
Iteration 149Q: 36 clusters Score -2.055666e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 171130 members 
Mstep: Class 4 contains 45342 members 
Mstep: Class 5 contains 38862 members 
Mstep: Class 6 contains 15053 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168890 members 
Mstep: Class 9 contains 112003 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 113625 members 
Mstep: Class 12 contains 258633 members 
Mstep: Class 13 contains 32732 members 
Mstep: Class 14 contains 169909 members 
Mstep: Class 15 contains 17014 members 
Mstep: Class 16 contains 28428 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20781 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22664 members 
Mstep: Class 22 contains 172518 members 
Mstep: Class 23 contains 28747 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 43187 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 72739 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 13759 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14231 members 
Mstep: Class 34 contains 28380 members 
Mstep: Class 35 contains 11604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566672.000000 Penalty: 124948.460938
Iteration 150Q: 36 clusters Score -2.055667e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 171052 members 
Mstep: Class 4 contains 45270 members 
Mstep: Class 5 contains 38872 members 
Mstep: Class 6 contains 15058 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168864 members 
Mstep: Class 9 contains 111994 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 113613 members 
Mstep: Class 12 contains 258654 members 
Mstep: Class 13 contains 32727 members 
Mstep: Class 14 contains 170005 members 
Mstep: Class 15 contains 17017 members 
Mstep: Class 16 contains 28368 members 
Mstep: Class 17 contains 81618 members 
Mstep: Class 18 contains 20784 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22661 members 
Mstep: Class 22 contains 172537 members 
Mstep: Class 23 contains 28743 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 43259 members 
Mstep: Class 26 contains 8168 members 
Mstep: Class 27 contains 72739 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13766 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14234 members 
Mstep: Class 34 contains 28383 members 
Mstep: Class 35 contains 11627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566752.000000 Penalty: 124948.460938
Iteration 151Q: 36 clusters Score -2.055668e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170968 members 
Mstep: Class 4 contains 45195 members 
Mstep: Class 5 contains 38878 members 
Mstep: Class 6 contains 15064 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168835 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 113607 members 
Mstep: Class 12 contains 258665 members 
Mstep: Class 13 contains 32724 members 
Mstep: Class 14 contains 170103 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 28293 members 
Mstep: Class 17 contains 81622 members 
Mstep: Class 18 contains 20789 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22655 members 
Mstep: Class 22 contains 172570 members 
Mstep: Class 23 contains 28731 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 43337 members 
Mstep: Class 26 contains 8164 members 
Mstep: Class 27 contains 72752 members 
Mstep: Class 28 contains 4772 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13775 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14242 members 
Mstep: Class 34 contains 28383 members 
Mstep: Class 35 contains 11655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566816.000000 Penalty: 124948.460938
Iteration 152Q: 36 clusters Score -2.055668e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170897 members 
Mstep: Class 4 contains 45139 members 
Mstep: Class 5 contains 38880 members 
Mstep: Class 6 contains 15069 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168786 members 
Mstep: Class 9 contains 111985 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 113599 members 
Mstep: Class 12 contains 258672 members 
Mstep: Class 13 contains 32722 members 
Mstep: Class 14 contains 170195 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 28213 members 
Mstep: Class 17 contains 81623 members 
Mstep: Class 18 contains 20793 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22649 members 
Mstep: Class 22 contains 172609 members 
Mstep: Class 23 contains 28730 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 43417 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 72773 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13779 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14243 members 
Mstep: Class 34 contains 28384 members 
Mstep: Class 35 contains 11682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567072.000000 Penalty: 124948.460938
Iteration 153Q: 36 clusters Score -2.055671e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170852 members 
Mstep: Class 4 contains 45095 members 
Mstep: Class 5 contains 38889 members 
Mstep: Class 6 contains 15075 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168734 members 
Mstep: Class 9 contains 111980 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113595 members 
Mstep: Class 12 contains 258677 members 
Mstep: Class 13 contains 32708 members 
Mstep: Class 14 contains 170271 members 
Mstep: Class 15 contains 17034 members 
Mstep: Class 16 contains 28145 members 
Mstep: Class 17 contains 81626 members 
Mstep: Class 18 contains 20795 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22645 members 
Mstep: Class 22 contains 172623 members 
Mstep: Class 23 contains 28722 members 
Mstep: Class 24 contains 10818 members 
Mstep: Class 25 contains 43477 members 
Mstep: Class 26 contains 8163 members 
Mstep: Class 27 contains 72792 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 13790 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14252 members 
Mstep: Class 34 contains 28385 members 
Mstep: Class 35 contains 11719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567216.000000 Penalty: 124948.460938
Iteration 154Q: 36 clusters Score -2.055672e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170812 members 
Mstep: Class 4 contains 45049 members 
Mstep: Class 5 contains 38897 members 
Mstep: Class 6 contains 15080 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168671 members 
Mstep: Class 9 contains 111982 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113596 members 
Mstep: Class 12 contains 258692 members 
Mstep: Class 13 contains 32704 members 
Mstep: Class 14 contains 170356 members 
Mstep: Class 15 contains 17037 members 
Mstep: Class 16 contains 28084 members 
Mstep: Class 17 contains 81629 members 
Mstep: Class 18 contains 20798 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 22634 members 
Mstep: Class 22 contains 172625 members 
Mstep: Class 23 contains 28703 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 43546 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 72800 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13804 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14261 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 11752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567248.000000 Penalty: 124948.460938
Iteration 155Q: 36 clusters Score -2.055672e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 170782 members 
Mstep: Class 4 contains 44993 members 
Mstep: Class 5 contains 38903 members 
Mstep: Class 6 contains 15088 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 168623 members 
Mstep: Class 9 contains 111978 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113593 members 
Mstep: Class 12 contains 258707 members 
Mstep: Class 13 contains 32701 members 
Mstep: Class 14 contains 170443 members 
Mstep: Class 15 contains 17037 members 
Mstep: Class 16 contains 28021 members 
Mstep: Class 17 contains 81634 members 
Mstep: Class 18 contains 20802 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22629 members 
Mstep: Class 22 contains 172634 members 
Mstep: Class 23 contains 28688 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 43616 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 72805 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 13817 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14268 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 11771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567232.000000 Penalty: 124948.460938
Iteration 156Q: 36 clusters Score -2.055672e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170731 members 
Mstep: Class 4 contains 44956 members 
Mstep: Class 5 contains 38909 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 168607 members 
Mstep: Class 9 contains 111975 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113594 members 
Mstep: Class 12 contains 258706 members 
Mstep: Class 13 contains 32699 members 
Mstep: Class 14 contains 170515 members 
Mstep: Class 15 contains 17034 members 
Mstep: Class 16 contains 27966 members 
Mstep: Class 17 contains 81638 members 
Mstep: Class 18 contains 20801 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22626 members 
Mstep: Class 22 contains 172651 members 
Mstep: Class 23 contains 28677 members 
Mstep: Class 24 contains 10805 members 
Mstep: Class 25 contains 43691 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 72808 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 13821 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14270 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 11784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567392.000000 Penalty: 124948.460938
Iteration 157Q: 36 clusters Score -2.055674e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 170653 members 
Mstep: Class 4 contains 44918 members 
Mstep: Class 5 contains 38913 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 168607 members 
Mstep: Class 9 contains 111984 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 113592 members 
Mstep: Class 12 contains 258715 members 
Mstep: Class 13 contains 32694 members 
Mstep: Class 14 contains 170578 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 27906 members 
Mstep: Class 17 contains 81642 members 
Mstep: Class 18 contains 20801 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 172662 members 
Mstep: Class 23 contains 28672 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 43749 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 72816 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13827 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14276 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567456.000000 Penalty: 124948.460938
Iteration 158Q: 36 clusters Score -2.055675e+08 nChanged 549
Entering ConstructFrom: 
Score: -205567456.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (47371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Entering Unmasked Estep 
Score: -5557043.000000 Penalty: 2669.909668
	Iteration 0F: 2 clusters Score -5557043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5524948.500000 Penalty: 5339.819336
	Iteration 0F: 3 clusters Score -5524948 nChanged 21819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -5536944.000000 Penalty: 5339.819336
	Iteration 1F: 3 clusters Score -5536944 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5537542.500000 Penalty: 5339.819336
	Iteration 2Q: 3 clusters Score -5537542 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5538233.000000 Penalty: 5339.819336
	Iteration 3Q: 3 clusters Score -5538233 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5538987.000000 Penalty: 5339.819336
	Iteration 4Q: 3 clusters Score -5538987 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5540128.000000 Penalty: 5339.819336
	Iteration 5F: 3 clusters Score -5540128 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -5541788.000000 Penalty: 5339.819336
	Iteration 6F: 3 clusters Score -5541788 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -5544141.000000 Penalty: 5339.819336
	Iteration 7F: 3 clusters Score -5544141 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -5546902.500000 Penalty: 5339.819336
	Iteration 8F: 3 clusters Score -5546902 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5549478.000000 Penalty: 5339.819336
	Iteration 9F: 3 clusters Score -5549478 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5551431.500000 Penalty: 5339.819336
	Iteration 10F: 3 clusters Score -5551432 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -5552714.500000 Penalty: 5339.819336
	Iteration 11Q: 3 clusters Score -5552714 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -5553546.000000 Penalty: 5339.819336
	Iteration 12Q: 3 clusters Score -5553546 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5554025.000000 Penalty: 5339.819336
	Iteration 13Q: 3 clusters Score -5554025 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -5554361.000000 Penalty: 5339.819336
	Iteration 14Q: 3 clusters Score -5554361 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -5554537.500000 Penalty: 5339.819336
	Iteration 15Q: 3 clusters Score -5554538 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -5554651.000000 Penalty: 5339.819336
	Iteration 16Q: 3 clusters Score -5554651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -5554719.500000 Penalty: 5339.819336
	Iteration 17Q: 3 clusters Score -5554720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -5554773.500000 Penalty: 5339.819336
	Iteration 18Q: 3 clusters Score -5554774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -5554820.500000 Penalty: 5339.819336
	Iteration 19Q: 3 clusters Score -5554820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -5554856.000000 Penalty: 5339.819336
	Iteration 20F: 3 clusters Score -5554856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -5554880.000000 Penalty: 5339.819336
	Iteration 21Q: 3 clusters Score -5554880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -5554888.500000 Penalty: 5339.819336
	Iteration 22Q: 3 clusters Score -5554888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -5554904.500000 Penalty: 5339.819336
	Iteration 23Q: 3 clusters Score -5554904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -5554921.500000 Penalty: 5339.819336
	Iteration 24Q: 3 clusters Score -5554922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -5554939.500000 Penalty: 5339.819336
	Iteration 25Q: 3 clusters Score -5554940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -5554938.000000 Penalty: 5339.819336
	Iteration 26Q: 3 clusters Score -5554938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -5554945.500000 Penalty: 5339.819336
	Iteration 27Q: 3 clusters Score -5554946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -5554958.500000 Penalty: 5339.819336
	Iteration 28Q: 3 clusters Score -5554958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -5554959.500000 Penalty: 5339.819336
	Iteration 29Q: 3 clusters Score -5554960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -5554950.000000 Penalty: 5339.819336
	Iteration 30Q: 3 clusters Score -5554950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -5554965.500000 Penalty: 5339.819336
	Iteration 31Q: 3 clusters Score -5554966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -5554962.500000 Penalty: 5339.819336
	Iteration 32Q: 3 clusters Score -5554962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -5554967.500000 Penalty: 5339.819336
	Iteration 33Q: 3 clusters Score -5554968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5554969.000000 Penalty: 5339.819336
	Iteration 34Q: 3 clusters Score -5554969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -5554974.500000 Penalty: 5339.819336
	Iteration 35Q: 3 clusters Score -5554974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5554971.000000 Penalty: 5339.819336
	Iteration 36Q: 3 clusters Score -5554971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5554971.000000 Penalty: 5339.819336
	Iteration 37F: 3 clusters Score -5554971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -770763.312500 Penalty: 2179.116943
	Iteration 0F: 2 clusters Score -770763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -765271.562500 Penalty: 4358.233887
	Iteration 0F: 3 clusters Score -765271.6 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -766573.187500 Penalty: 4358.233887
	Iteration 1F: 3 clusters Score -766573.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -766823.812500 Penalty: 4358.233887
	Iteration 2F: 3 clusters Score -766823.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -766998.437500 Penalty: 4358.233887
	Iteration 3F: 3 clusters Score -766998.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -767162.312500 Penalty: 4358.233887
	Iteration 4Q: 3 clusters Score -767162.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -767359.125000 Penalty: 4358.233887
	Iteration 5Q: 3 clusters Score -767359.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -767628.000000 Penalty: 4358.233887
	Iteration 6F: 3 clusters Score -767628 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -767947.312500 Penalty: 4358.233887
	Iteration 7F: 3 clusters Score -767947.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -768278.312500 Penalty: 4358.233887
	Iteration 8F: 3 clusters Score -768278.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -768582.812500 Penalty: 4358.233887
	Iteration 9F: 3 clusters Score -768582.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -768829.312500 Penalty: 4358.233887
	Iteration 10Q: 3 clusters Score -768829.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -768979.250000 Penalty: 4358.233887
	Iteration 11Q: 3 clusters Score -768979.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -769083.000000 Penalty: 4358.233887
	Iteration 12Q: 3 clusters Score -769083 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -769153.187500 Penalty: 4358.233887
	Iteration 13Q: 3 clusters Score -769153.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -769200.687500 Penalty: 4358.233887
	Iteration 14Q: 3 clusters Score -769200.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -769226.437500 Penalty: 4358.233887
	Iteration 15Q: 3 clusters Score -769226.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -769241.937500 Penalty: 4358.233887
	Iteration 16Q: 3 clusters Score -769241.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -769256.375000 Penalty: 4358.233887
	Iteration 17Q: 3 clusters Score -769256.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -769266.062500 Penalty: 4358.233887
	Iteration 18Q: 3 clusters Score -769266.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -769280.937500 Penalty: 4358.233887
	Iteration 19Q: 3 clusters Score -769280.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -769292.875000 Penalty: 4358.233887
	Iteration 20F: 3 clusters Score -769292.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -769302.250000 Penalty: 4358.233887
	Iteration 21Q: 3 clusters Score -769302.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -769306.062500 Penalty: 4358.233887
	Iteration 22Q: 3 clusters Score -769306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -769307.562500 Penalty: 4358.233887
	Iteration 23Q: 3 clusters Score -769307.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -769310.875000 Penalty: 4358.233887
	Iteration 24Q: 3 clusters Score -769310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -769317.000000 Penalty: 4358.233887
	Iteration 25Q: 3 clusters Score -769317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -769321.000000 Penalty: 4358.233887
	Iteration 26Q: 3 clusters Score -769321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -769325.875000 Penalty: 4358.233887
	Iteration 27Q: 3 clusters Score -769325.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -769327.687500 Penalty: 4358.233887
	Iteration 28Q: 3 clusters Score -769327.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -769331.312500 Penalty: 4358.233887
	Iteration 29Q: 3 clusters Score -769331.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -769332.687500 Penalty: 4358.233887
	Iteration 30Q: 3 clusters Score -769332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -769336.187500 Penalty: 4358.233887
	Iteration 31Q: 3 clusters Score -769336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -769336.375000 Penalty: 4358.233887
	Iteration 32Q: 3 clusters Score -769336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -769337.812500 Penalty: 4358.233887
	Iteration 33Q: 3 clusters Score -769337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -769339.125000 Penalty: 4358.233887
	Iteration 34Q: 3 clusters Score -769339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -769340.250000 Penalty: 4358.233887
	Iteration 35Q: 3 clusters Score -769340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -769342.187500 Penalty: 4358.233887
	Iteration 36Q: 3 clusters Score -769342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -769343.375000 Penalty: 4358.233887
	Iteration 37Q: 3 clusters Score -769343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -769343.937500 Penalty: 4358.233887
	Iteration 38Q: 3 clusters Score -769343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -769345.250000 Penalty: 4358.233887
	Iteration 39Q: 3 clusters Score -769345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -769345.250000 Penalty: 4358.233887
	Iteration 40F: 3 clusters Score -769345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170559 members 
Entering Unmasked Estep 
Score: -20483588.000000 Penalty: 2987.615479
	Iteration 0F: 2 clusters Score -2.048359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -20373350.000000 Penalty: 5975.230957
	Iteration 0F: 3 clusters Score -2.037335e+07 nChanged 81680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -20420656.000000 Penalty: 5975.230957
	Iteration 1F: 3 clusters Score -2.042066e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -20421764.000000 Penalty: 5975.230957
	Iteration 2Q: 3 clusters Score -2.042176e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -20423030.000000 Penalty: 5975.230957
	Iteration 3Q: 3 clusters Score -2.042303e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 94603 members 
Entering Unmasked Estep 
Score: -20424944.000000 Penalty: 5975.230957
	Iteration 4Q: 3 clusters Score -2.042494e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -20427652.000000 Penalty: 5975.230957
	Iteration 5Q: 3 clusters Score -2.042765e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -20431872.000000 Penalty: 5975.230957
	Iteration 6Q: 3 clusters Score -2.043187e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -20438246.000000 Penalty: 5975.230957
	Iteration 7F: 3 clusters Score -2.043825e+07 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -20447330.000000 Penalty: 5975.230957
	Iteration 8F: 3 clusters Score -2.044733e+07 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 139080 members 
Entering Unmasked Estep 
Score: -20458446.000000 Penalty: 5975.230957
	Iteration 9F: 3 clusters Score -2.045845e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -20469126.000000 Penalty: 5975.230957
	Iteration 10F: 3 clusters Score -2.046913e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -20475656.000000 Penalty: 5975.230957
	Iteration 11F: 3 clusters Score -2.047566e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 165403 members 
Entering Unmasked Estep 
Score: -20478758.000000 Penalty: 5975.230957
	Iteration 12Q: 3 clusters Score -2.047876e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 167903 members 
Entering Unmasked Estep 
Score: -20479936.000000 Penalty: 5975.230957
	Iteration 13Q: 3 clusters Score -2.047994e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 168996 members 
Entering Unmasked Estep 
Score: -20480482.000000 Penalty: 5975.230957
	Iteration 14Q: 3 clusters Score -2.048048e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -20480814.000000 Penalty: 5975.230957
	Iteration 15Q: 3 clusters Score -2.048081e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 169757 members 
Entering Unmasked Estep 
Score: -20480882.000000 Penalty: 5975.230957
	Iteration 16Q: 3 clusters Score -2.048088e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -20480928.000000 Penalty: 5975.230957
	Iteration 17Q: 3 clusters Score -2.048093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 169902 members 
Entering Unmasked Estep 
Score: -20481020.000000 Penalty: 5975.230957
	Iteration 18Q: 3 clusters Score -2.048102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -20481068.000000 Penalty: 5975.230957
	Iteration 19Q: 3 clusters Score -2.048107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 169954 members 
Entering Unmasked Estep 
Score: -20481090.000000 Penalty: 5975.230957
	Iteration 20F: 3 clusters Score -2.048109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -20481106.000000 Penalty: 5975.230957
	Iteration 21Q: 3 clusters Score -2.048111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 169982 members 
Entering Unmasked Estep 
Score: -20481110.000000 Penalty: 5975.230957
	Iteration 22Q: 3 clusters Score -2.048111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -20481154.000000 Penalty: 5975.230957
	Iteration 23Q: 3 clusters Score -2.048115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -20481162.000000 Penalty: 5975.230957
	Iteration 24Q: 3 clusters Score -2.048116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 170012 members 
Entering Unmasked Estep 
Score: -20481156.000000 Penalty: 5975.230957
	Iteration 25Q: 3 clusters Score -2.048116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -20481144.000000 Penalty: 5975.230957
	Iteration 26Q: 3 clusters Score -2.048114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -20481142.000000 Penalty: 5975.230957
	Iteration 27Q: 3 clusters Score -2.048114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -20481146.000000 Penalty: 5975.230957
	Iteration 28Q: 3 clusters Score -2.048115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -20481158.000000 Penalty: 5975.230957
	Iteration 29Q: 3 clusters Score -2.048116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -20481144.000000 Penalty: 5975.230957
	Iteration 30Q: 3 clusters Score -2.048114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 170042 members 
Entering Unmasked Estep 
Score: -20481154.000000 Penalty: 5975.230957
	Iteration 31Q: 3 clusters Score -2.048115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 170040 members 
Entering Unmasked Estep 
Score: -20481158.000000 Penalty: 5975.230957
	Iteration 32Q: 3 clusters Score -2.048116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -20481164.000000 Penalty: 5975.230957
	Iteration 33Q: 3 clusters Score -2.048116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -20481170.000000 Penalty: 5975.230957
	Iteration 34Q: 3 clusters Score -2.048117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 170055 members 
Entering Unmasked Estep 
Score: -20481164.000000 Penalty: 5975.230957
	Iteration 35Q: 3 clusters Score -2.048116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -20481166.000000 Penalty: 5975.230957
	Iteration 36Q: 3 clusters Score -2.048117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -20481158.000000 Penalty: 5975.230957
	Iteration 37Q: 3 clusters Score -2.048116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -20481170.000000 Penalty: 5975.230957
	Iteration 38Q: 3 clusters Score -2.048117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 170065 members 
Entering Unmasked Estep 
Score: -20481170.000000 Penalty: 5975.230957
	Iteration 39Q: 3 clusters Score -2.048117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 170067 members 
Entering Unmasked Estep 
Score: -20481174.000000 Penalty: 5975.230957
	Iteration 40F: 3 clusters Score -2.048117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 170068 members 
Entering Unmasked Estep 
Score: -20481174.000000 Penalty: 5975.230957
	Iteration 41Q: 3 clusters Score -2.048117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 170069 members 
Entering Unmasked Estep 
Score: -20481162.000000 Penalty: 5975.230957
	Iteration 42Q: 3 clusters Score -2.048116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 170069 members 
Entering Unmasked Estep 
Score: -20481162.000000 Penalty: 5975.230957
	Iteration 43F: 3 clusters Score -2.048116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Entering Unmasked Estep 
Score: -5423801.000000 Penalty: 2656.568604
	Iteration 0F: 2 clusters Score -5423801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5393346.500000 Penalty: 5313.137207
	Iteration 0F: 3 clusters Score -5393346 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5404737.500000 Penalty: 5313.137207
	Iteration 1F: 3 clusters Score -5404738 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -5405249.500000 Penalty: 5313.137207
	Iteration 2Q: 3 clusters Score -5405250 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5405858.000000 Penalty: 5313.137207
	Iteration 3Q: 3 clusters Score -5405858 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5406646.000000 Penalty: 5313.137207
	Iteration 4Q: 3 clusters Score -5406646 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -5407723.500000 Penalty: 5313.137207
	Iteration 5F: 3 clusters Score -5407724 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5409579.500000 Penalty: 5313.137207
	Iteration 6F: 3 clusters Score -5409580 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -5412244.500000 Penalty: 5313.137207
	Iteration 7F: 3 clusters Score -5412244 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5415591.000000 Penalty: 5313.137207
	Iteration 8F: 3 clusters Score -5415591 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5418323.500000 Penalty: 5313.137207
	Iteration 9F: 3 clusters Score -5418324 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5419989.500000 Penalty: 5313.137207
	Iteration 10Q: 3 clusters Score -5419990 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5420733.500000 Penalty: 5313.137207
	Iteration 11Q: 3 clusters Score -5420734 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5421127.500000 Penalty: 5313.137207
	Iteration 12Q: 3 clusters Score -5421128 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5421316.000000 Penalty: 5313.137207
	Iteration 13Q: 3 clusters Score -5421316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5421388.500000 Penalty: 5313.137207
	Iteration 14Q: 3 clusters Score -5421388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5421433.000000 Penalty: 5313.137207
	Iteration 15Q: 3 clusters Score -5421433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5421465.500000 Penalty: 5313.137207
	Iteration 16Q: 3 clusters Score -5421466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5421488.000000 Penalty: 5313.137207
	Iteration 17Q: 3 clusters Score -5421488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5421505.000000 Penalty: 5313.137207
	Iteration 18Q: 3 clusters Score -5421505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5421510.500000 Penalty: 5313.137207
	Iteration 19Q: 3 clusters Score -5421510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5421513.000000 Penalty: 5313.137207
	Iteration 20F: 3 clusters Score -5421513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5421517.000000 Penalty: 5313.137207
	Iteration 21Q: 3 clusters Score -5421517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5421525.000000 Penalty: 5313.137207
	Iteration 22Q: 3 clusters Score -5421525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5421529.000000 Penalty: 5313.137207
	Iteration 23Q: 3 clusters Score -5421529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5421528.000000 Penalty: 5313.137207
	Iteration 24Q: 3 clusters Score -5421528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5421531.500000 Penalty: 5313.137207
	Iteration 25Q: 3 clusters Score -5421532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5421537.500000 Penalty: 5313.137207
	Iteration 26Q: 3 clusters Score -5421538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5421535.500000 Penalty: 5313.137207
	Iteration 27Q: 3 clusters Score -5421536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5421535.500000 Penalty: 5313.137207
	Iteration 28F: 3 clusters Score -5421536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Entering Unmasked Estep 
Score: -4614053.000000 Penalty: 2621.151855
	Iteration 0F: 2 clusters Score -4614053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4587582.500000 Penalty: 5242.303711
	Iteration 0F: 3 clusters Score -4587582 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4597457.500000 Penalty: 5242.303711
	Iteration 1F: 3 clusters Score -4597458 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4598119.000000 Penalty: 5242.303711
	Iteration 2Q: 3 clusters Score -4598119 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4598752.000000 Penalty: 5242.303711
	Iteration 3Q: 3 clusters Score -4598752 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4599581.000000 Penalty: 5242.303711
	Iteration 4Q: 3 clusters Score -4599581 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4600747.000000 Penalty: 5242.303711
	Iteration 5F: 3 clusters Score -4600747 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4602449.000000 Penalty: 5242.303711
	Iteration 6F: 3 clusters Score -4602449 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4604779.000000 Penalty: 5242.303711
	Iteration 7F: 3 clusters Score -4604779 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4607379.500000 Penalty: 5242.303711
	Iteration 8F: 3 clusters Score -4607380 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4609541.500000 Penalty: 5242.303711
	Iteration 9F: 3 clusters Score -4609542 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4610785.000000 Penalty: 5242.303711
	Iteration 10Q: 3 clusters Score -4610785 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -4611338.500000 Penalty: 5242.303711
	Iteration 11Q: 3 clusters Score -4611338 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4611578.000000 Penalty: 5242.303711
	Iteration 12Q: 3 clusters Score -4611578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4611700.000000 Penalty: 5242.303711
	Iteration 13Q: 3 clusters Score -4611700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4611770.500000 Penalty: 5242.303711
	Iteration 14Q: 3 clusters Score -4611770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -4611806.500000 Penalty: 5242.303711
	Iteration 15Q: 3 clusters Score -4611806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4611824.000000 Penalty: 5242.303711
	Iteration 16Q: 3 clusters Score -4611824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4611846.500000 Penalty: 5242.303711
	Iteration 17Q: 3 clusters Score -4611846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -4611858.000000 Penalty: 5242.303711
	Iteration 18Q: 3 clusters Score -4611858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4611861.000000 Penalty: 5242.303711
	Iteration 19Q: 3 clusters Score -4611861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -4611873.000000 Penalty: 5242.303711
	Iteration 20F: 3 clusters Score -4611873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4611875.000000 Penalty: 5242.303711
	Iteration 21Q: 3 clusters Score -4611875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4611874.500000 Penalty: 5242.303711
	Iteration 22Q: 3 clusters Score -4611874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4611874.500000 Penalty: 5242.303711
	Iteration 23F: 3 clusters Score -4611874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Entering Unmasked Estep 
Score: -1677914.625000 Penalty: 2386.351318
	Iteration 0F: 2 clusters Score -1677915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1666990.250000 Penalty: 4772.702637
	Iteration 0F: 3 clusters Score -1666990 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1670646.750000 Penalty: 4772.702637
	Iteration 1F: 3 clusters Score -1670647 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1671223.250000 Penalty: 4772.702637
	Iteration 2F: 3 clusters Score -1671223 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1671836.625000 Penalty: 4772.702637
	Iteration 3F: 3 clusters Score -1671837 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1672555.625000 Penalty: 4772.702637
	Iteration 4F: 3 clusters Score -1672556 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1673400.125000 Penalty: 4772.702637
	Iteration 5F: 3 clusters Score -1673400 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1674254.500000 Penalty: 4772.702637
	Iteration 6F: 3 clusters Score -1674254 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1675003.250000 Penalty: 4772.702637
	Iteration 7F: 3 clusters Score -1675003 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1675638.625000 Penalty: 4772.702637
	Iteration 8F: 3 clusters Score -1675639 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1676202.500000 Penalty: 4772.702637
	Iteration 9Q: 3 clusters Score -1676202 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1676676.875000 Penalty: 4772.702637
	Iteration 10Q: 3 clusters Score -1676677 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1676934.875000 Penalty: 4772.702637
	Iteration 11Q: 3 clusters Score -1676935 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1677075.125000 Penalty: 4772.702637
	Iteration 12Q: 3 clusters Score -1677075 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1677149.750000 Penalty: 4772.702637
	Iteration 13Q: 3 clusters Score -1677150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1677199.875000 Penalty: 4772.702637
	Iteration 14Q: 3 clusters Score -1677200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1677227.500000 Penalty: 4772.702637
	Iteration 15Q: 3 clusters Score -1677228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1677239.125000 Penalty: 4772.702637
	Iteration 16Q: 3 clusters Score -1677239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1677244.125000 Penalty: 4772.702637
	Iteration 17Q: 3 clusters Score -1677244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1677247.750000 Penalty: 4772.702637
	Iteration 18Q: 3 clusters Score -1677248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1677252.250000 Penalty: 4772.702637
	Iteration 19Q: 3 clusters Score -1677252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1677252.750000 Penalty: 4772.702637
	Iteration 20F: 3 clusters Score -1677253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1677251.750000 Penalty: 4772.702637
	Iteration 21Q: 3 clusters Score -1677252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1677253.000000 Penalty: 4772.702637
	Iteration 22Q: 3 clusters Score -1677253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1677255.375000 Penalty: 4772.702637
	Iteration 23Q: 3 clusters Score -1677255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1677254.125000 Penalty: 4772.702637
	Iteration 24Q: 3 clusters Score -1677254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1677255.375000 Penalty: 4772.702637
	Iteration 25Q: 3 clusters Score -1677255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1677256.500000 Penalty: 4772.702637
	Iteration 26Q: 3 clusters Score -1677256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1677257.125000 Penalty: 4772.702637
	Iteration 27Q: 3 clusters Score -1677257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1677258.500000 Penalty: 4772.702637
	Iteration 28Q: 3 clusters Score -1677258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1677260.500000 Penalty: 4772.702637
	Iteration 29Q: 3 clusters Score -1677260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1677261.125000 Penalty: 4772.702637
	Iteration 30Q: 3 clusters Score -1677261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1677264.000000 Penalty: 4772.702637
	Iteration 31Q: 3 clusters Score -1677264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1677262.875000 Penalty: 4772.702637
	Iteration 32Q: 3 clusters Score -1677263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1677260.625000 Penalty: 4772.702637
	Iteration 33Q: 3 clusters Score -1677261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1677266.500000 Penalty: 4772.702637
	Iteration 34Q: 3 clusters Score -1677266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1677267.125000 Penalty: 4772.702637
	Iteration 35Q: 3 clusters Score -1677267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1677267.250000 Penalty: 4772.702637
	Iteration 36Q: 3 clusters Score -1677267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1677270.125000 Penalty: 4772.702637
	Iteration 37Q: 3 clusters Score -1677270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1677272.125000 Penalty: 4772.702637
	Iteration 38Q: 3 clusters Score -1677272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1677274.000000 Penalty: 4772.702637
	Iteration 39Q: 3 clusters Score -1677274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1677280.375000 Penalty: 4772.702637
	Iteration 40F: 3 clusters Score -1677280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1677279.125000 Penalty: 4772.702637
	Iteration 41Q: 3 clusters Score -1677279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1677281.750000 Penalty: 4772.702637
	Iteration 42Q: 3 clusters Score -1677282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1677284.750000 Penalty: 4772.702637
	Iteration 43Q: 3 clusters Score -1677285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1677286.000000 Penalty: 4772.702637
	Iteration 44Q: 3 clusters Score -1677286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1677288.375000 Penalty: 4772.702637
	Iteration 45Q: 3 clusters Score -1677288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1677287.375000 Penalty: 4772.702637
	Iteration 46Q: 3 clusters Score -1677287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1677285.750000 Penalty: 4772.702637
	Iteration 47Q: 3 clusters Score -1677286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1677284.500000 Penalty: 4772.702637
	Iteration 48Q: 3 clusters Score -1677284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1677286.250000 Penalty: 4772.702637
	Iteration 49Q: 3 clusters Score -1677286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1677289.375000 Penalty: 4772.702637
	Iteration 50Q: 3 clusters Score -1677289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1677287.875000 Penalty: 4772.702637
	Iteration 51Q: 3 clusters Score -1677288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1677290.375000 Penalty: 4772.702637
	Iteration 52Q: 3 clusters Score -1677290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1677291.125000 Penalty: 4772.702637
	Iteration 53Q: 3 clusters Score -1677291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1677291.250000 Penalty: 4772.702637
	Iteration 54Q: 3 clusters Score -1677291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1677288.875000 Penalty: 4772.702637
	Iteration 55Q: 3 clusters Score -1677289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1677290.250000 Penalty: 4772.702637
	Iteration 56Q: 3 clusters Score -1677290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1677290.125000 Penalty: 4772.702637
	Iteration 57Q: 3 clusters Score -1677290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1677290.125000 Penalty: 4772.702637
	Iteration 58F: 3 clusters Score -1677290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -829921.250000 Penalty: 2194.537109
	Iteration 0F: 2 clusters Score -829921.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -824207.437500 Penalty: 4389.074219
	Iteration 0F: 3 clusters Score -824207.4 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -825699.375000 Penalty: 4389.074219
	Iteration 1F: 3 clusters Score -825699.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -825958.125000 Penalty: 4389.074219
	Iteration 2F: 3 clusters Score -825958.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -826161.937500 Penalty: 4389.074219
	Iteration 3F: 3 clusters Score -826161.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -826344.375000 Penalty: 4389.074219
	Iteration 4Q: 3 clusters Score -826344.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -826496.937500 Penalty: 4389.074219
	Iteration 5Q: 3 clusters Score -826496.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -826644.437500 Penalty: 4389.074219
	Iteration 6Q: 3 clusters Score -826644.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -826795.687500 Penalty: 4389.074219
	Iteration 7Q: 3 clusters Score -826795.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -826950.812500 Penalty: 4389.074219
	Iteration 8Q: 3 clusters Score -826950.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -827099.125000 Penalty: 4389.074219
	Iteration 9Q: 3 clusters Score -827099.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -827212.750000 Penalty: 4389.074219
	Iteration 10Q: 3 clusters Score -827212.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -827321.437500 Penalty: 4389.074219
	Iteration 11Q: 3 clusters Score -827321.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -827415.500000 Penalty: 4389.074219
	Iteration 12Q: 3 clusters Score -827415.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -827506.437500 Penalty: 4389.074219
	Iteration 13Q: 3 clusters Score -827506.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -827587.312500 Penalty: 4389.074219
	Iteration 14Q: 3 clusters Score -827587.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -827646.125000 Penalty: 4389.074219
	Iteration 15Q: 3 clusters Score -827646.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -827699.812500 Penalty: 4389.074219
	Iteration 16Q: 3 clusters Score -827699.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -827746.375000 Penalty: 4389.074219
	Iteration 17Q: 3 clusters Score -827746.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -827791.687500 Penalty: 4389.074219
	Iteration 18Q: 3 clusters Score -827791.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -827832.750000 Penalty: 4389.074219
	Iteration 19Q: 3 clusters Score -827832.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -827870.750000 Penalty: 4389.074219
	Iteration 20F: 3 clusters Score -827870.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -827905.625000 Penalty: 4389.074219
	Iteration 21Q: 3 clusters Score -827905.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -827936.500000 Penalty: 4389.074219
	Iteration 22Q: 3 clusters Score -827936.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -827972.000000 Penalty: 4389.074219
	Iteration 23Q: 3 clusters Score -827972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -827999.750000 Penalty: 4389.074219
	Iteration 24Q: 3 clusters Score -827999.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -828018.937500 Penalty: 4389.074219
	Iteration 25Q: 3 clusters Score -828018.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -828044.375000 Penalty: 4389.074219
	Iteration 26Q: 3 clusters Score -828044.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -828063.562500 Penalty: 4389.074219
	Iteration 27Q: 3 clusters Score -828063.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -828085.125000 Penalty: 4389.074219
	Iteration 28Q: 3 clusters Score -828085.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -828096.875000 Penalty: 4389.074219
	Iteration 29Q: 3 clusters Score -828096.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -828108.750000 Penalty: 4389.074219
	Iteration 30Q: 3 clusters Score -828108.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -828123.812500 Penalty: 4389.074219
	Iteration 31Q: 3 clusters Score -828123.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -828141.687500 Penalty: 4389.074219
	Iteration 32Q: 3 clusters Score -828141.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -828158.125000 Penalty: 4389.074219
	Iteration 33Q: 3 clusters Score -828158.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -828167.437500 Penalty: 4389.074219
	Iteration 34Q: 3 clusters Score -828167.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -828175.812500 Penalty: 4389.074219
	Iteration 35Q: 3 clusters Score -828175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -828181.000000 Penalty: 4389.074219
	Iteration 36Q: 3 clusters Score -828181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -828185.250000 Penalty: 4389.074219
	Iteration 37Q: 3 clusters Score -828185.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -828190.875000 Penalty: 4389.074219
	Iteration 38Q: 3 clusters Score -828190.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -828201.062500 Penalty: 4389.074219
	Iteration 39Q: 3 clusters Score -828201.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -828208.062500 Penalty: 4389.074219
	Iteration 40F: 3 clusters Score -828208.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -828218.187500 Penalty: 4389.074219
	Iteration 41Q: 3 clusters Score -828218.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -828224.687500 Penalty: 4389.074219
	Iteration 42Q: 3 clusters Score -828224.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -828235.312500 Penalty: 4389.074219
	Iteration 43Q: 3 clusters Score -828235.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -828240.312500 Penalty: 4389.074219
	Iteration 44Q: 3 clusters Score -828240.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -828244.437500 Penalty: 4389.074219
	Iteration 45Q: 3 clusters Score -828244.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -828248.000000 Penalty: 4389.074219
	Iteration 46Q: 3 clusters Score -828248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -828251.562500 Penalty: 4389.074219
	Iteration 47Q: 3 clusters Score -828251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -828256.437500 Penalty: 4389.074219
	Iteration 48Q: 3 clusters Score -828256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -828262.000000 Penalty: 4389.074219
	Iteration 49Q: 3 clusters Score -828262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -828265.375000 Penalty: 4389.074219
	Iteration 50Q: 3 clusters Score -828265.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -828268.625000 Penalty: 4389.074219
	Iteration 51Q: 3 clusters Score -828268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -828270.562500 Penalty: 4389.074219
	Iteration 52Q: 3 clusters Score -828270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -828273.875000 Penalty: 4389.074219
	Iteration 53Q: 3 clusters Score -828273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -828275.375000 Penalty: 4389.074219
	Iteration 54Q: 3 clusters Score -828275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -828275.375000 Penalty: 4389.074219
	Iteration 55Q: 3 clusters Score -828275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -828277.687500 Penalty: 4389.074219
	Iteration 56Q: 3 clusters Score -828277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -828279.000000 Penalty: 4389.074219
	Iteration 57Q: 3 clusters Score -828279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -828282.750000 Penalty: 4389.074219
	Iteration 58Q: 3 clusters Score -828282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -828284.812500 Penalty: 4389.074219
	Iteration 59Q: 3 clusters Score -828284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -828286.312500 Penalty: 4389.074219
	Iteration 60F: 3 clusters Score -828286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -828286.625000 Penalty: 4389.074219
	Iteration 61Q: 3 clusters Score -828286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -828287.437500 Penalty: 4389.074219
	Iteration 62Q: 3 clusters Score -828287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -828286.000000 Penalty: 4389.074219
	Iteration 63Q: 3 clusters Score -828286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -828286.375000 Penalty: 4389.074219
	Iteration 64Q: 3 clusters Score -828286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -828287.750000 Penalty: 4389.074219
	Iteration 65Q: 3 clusters Score -828287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -828287.250000 Penalty: 4389.074219
	Iteration 66Q: 3 clusters Score -828287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -828287.625000 Penalty: 4389.074219
	Iteration 67Q: 3 clusters Score -828287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -828288.437500 Penalty: 4389.074219
	Iteration 68Q: 3 clusters Score -828288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -828288.875000 Penalty: 4389.074219
	Iteration 69Q: 3 clusters Score -828288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -828288.687500 Penalty: 4389.074219
	Iteration 70Q: 3 clusters Score -828288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -828288.625000 Penalty: 4389.074219
	Iteration 71Q: 3 clusters Score -828288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -828288.625000 Penalty: 4389.074219
	Iteration 72F: 3 clusters Score -828288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Entering Unmasked Estep 
Score: -19978274.000000 Penalty: 2984.806396
	Iteration 0F: 2 clusters Score -1.997827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -19867942.000000 Penalty: 5969.612793
	Iteration 0F: 3 clusters Score -1.986794e+07 nChanged 80808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -19914172.000000 Penalty: 5969.612793
	Iteration 1F: 3 clusters Score -1.991417e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -19915316.000000 Penalty: 5969.612793
	Iteration 2Q: 3 clusters Score -1.991532e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -19916964.000000 Penalty: 5969.612793
	Iteration 3Q: 3 clusters Score -1.991696e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -19919566.000000 Penalty: 5969.612793
	Iteration 4Q: 3 clusters Score -1.991957e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -19923418.000000 Penalty: 5969.612793
	Iteration 5Q: 3 clusters Score -1.992342e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -19929418.000000 Penalty: 5969.612793
	Iteration 6F: 3 clusters Score -1.992942e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -19938412.000000 Penalty: 5969.612793
	Iteration 7F: 3 clusters Score -1.993841e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 124491 members 
Entering Unmasked Estep 
Score: -19948410.000000 Penalty: 5969.612793
	Iteration 8F: 3 clusters Score -1.994841e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 133802 members 
Entering Unmasked Estep 
Score: -19957702.000000 Penalty: 5969.612793
	Iteration 9F: 3 clusters Score -1.99577e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 141500 members 
Entering Unmasked Estep 
Score: -19964458.000000 Penalty: 5969.612793
	Iteration 10F: 3 clusters Score -1.996446e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -19968542.000000 Penalty: 5969.612793
	Iteration 11Q: 3 clusters Score -1.996854e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -19971200.000000 Penalty: 5969.612793
	Iteration 12Q: 3 clusters Score -1.99712e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -19972796.000000 Penalty: 5969.612793
	Iteration 13Q: 3 clusters Score -1.99728e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -19974000.000000 Penalty: 5969.612793
	Iteration 14Q: 3 clusters Score -1.9974e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 160342 members 
Entering Unmasked Estep 
Score: -19974876.000000 Penalty: 5969.612793
	Iteration 15Q: 3 clusters Score -1.997488e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 161881 members 
Entering Unmasked Estep 
Score: -19975488.000000 Penalty: 5969.612793
	Iteration 16Q: 3 clusters Score -1.997549e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -19975782.000000 Penalty: 5969.612793
	Iteration 17Q: 3 clusters Score -1.997578e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
Score: -19976008.000000 Penalty: 5969.612793
	Iteration 18Q: 3 clusters Score -1.997601e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 164589 members 
Entering Unmasked Estep 
Score: -19976128.000000 Penalty: 5969.612793
	Iteration 19Q: 3 clusters Score -1.997613e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 165056 members 
Entering Unmasked Estep 
Score: -19976262.000000 Penalty: 5969.612793
	Iteration 20F: 3 clusters Score -1.997626e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 165379 members 
Entering Unmasked Estep 
Score: -19976342.000000 Penalty: 5969.612793
	Iteration 21Q: 3 clusters Score -1.997634e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -19976426.000000 Penalty: 5969.612793
	Iteration 22Q: 3 clusters Score -1.997643e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -19976426.000000 Penalty: 5969.612793
	Iteration 23Q: 3 clusters Score -1.997643e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -19976440.000000 Penalty: 5969.612793
	Iteration 24Q: 3 clusters Score -1.997644e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 166076 members 
Entering Unmasked Estep 
Score: -19976458.000000 Penalty: 5969.612793
	Iteration 25Q: 3 clusters Score -1.997646e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -19976488.000000 Penalty: 5969.612793
	Iteration 26Q: 3 clusters Score -1.997649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -19976520.000000 Penalty: 5969.612793
	Iteration 27Q: 3 clusters Score -1.997652e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 166273 members 
Entering Unmasked Estep 
Score: -19976518.000000 Penalty: 5969.612793
	Iteration 28Q: 3 clusters Score -1.997652e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -19976532.000000 Penalty: 5969.612793
	Iteration 29Q: 3 clusters Score -1.997653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -19976554.000000 Penalty: 5969.612793
	Iteration 30Q: 3 clusters Score -1.997655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -19976554.000000 Penalty: 5969.612793
	Iteration 31Q: 3 clusters Score -1.997655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -19976552.000000 Penalty: 5969.612793
	Iteration 32Q: 3 clusters Score -1.997655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -19976548.000000 Penalty: 5969.612793
	Iteration 33Q: 3 clusters Score -1.997655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -19976572.000000 Penalty: 5969.612793
	Iteration 34Q: 3 clusters Score -1.997657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -19976576.000000 Penalty: 5969.612793
	Iteration 35Q: 3 clusters Score -1.997658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 166460 members 
Entering Unmasked Estep 
Score: -19976568.000000 Penalty: 5969.612793
	Iteration 36Q: 3 clusters Score -1.997657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 166467 members 
Entering Unmasked Estep 
Score: -19976570.000000 Penalty: 5969.612793
	Iteration 37Q: 3 clusters Score -1.997657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -19976560.000000 Penalty: 5969.612793
	Iteration 38Q: 3 clusters Score -1.997656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 166481 members 
Entering Unmasked Estep 
Score: -19976558.000000 Penalty: 5969.612793
	Iteration 39Q: 3 clusters Score -1.997656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -19976560.000000 Penalty: 5969.612793
	Iteration 40F: 3 clusters Score -1.997656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -19976558.000000 Penalty: 5969.612793
	Iteration 41Q: 3 clusters Score -1.997656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 166496 members 
Entering Unmasked Estep 
Score: -19976554.000000 Penalty: 5969.612793
	Iteration 42Q: 3 clusters Score -1.997655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -19976546.000000 Penalty: 5969.612793
	Iteration 43Q: 3 clusters Score -1.997655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 166505 members 
Entering Unmasked Estep 
Score: -19976560.000000 Penalty: 5969.612793
	Iteration 44Q: 3 clusters Score -1.997656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -19976544.000000 Penalty: 5969.612793
	Iteration 45Q: 3 clusters Score -1.997654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -19976544.000000 Penalty: 5969.612793
	Iteration 46Q: 3 clusters Score -1.997654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -19976542.000000 Penalty: 5969.612793
	Iteration 47Q: 3 clusters Score -1.997654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 166518 members 
Entering Unmasked Estep 
Score: -19976546.000000 Penalty: 5969.612793
	Iteration 48Q: 3 clusters Score -1.997655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -19976542.000000 Penalty: 5969.612793
	Iteration 49Q: 3 clusters Score -1.997654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -19976542.000000 Penalty: 5969.612793
	Iteration 50Q: 3 clusters Score -1.997654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 166523 members 
Entering Unmasked Estep 
Score: -19976544.000000 Penalty: 5969.612793
	Iteration 51Q: 3 clusters Score -1.997654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -19976552.000000 Penalty: 5969.612793
	Iteration 52Q: 3 clusters Score -1.997655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -19976552.000000 Penalty: 5969.612793
	Iteration 53F: 3 clusters Score -1.997655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111992 members 
Entering Unmasked Estep 
Score: -13418691.000000 Penalty: 2883.293213
	Iteration 0F: 2 clusters Score -1.341869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -13343900.000000 Penalty: 5766.586426
	Iteration 0F: 3 clusters Score -1.33439e+07 nChanged 52921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -13375186.000000 Penalty: 5766.586426
	Iteration 1F: 3 clusters Score -1.337519e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -13377071.000000 Penalty: 5766.586426
	Iteration 2Q: 3 clusters Score -1.337707e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -13380232.000000 Penalty: 5766.586426
	Iteration 3F: 3 clusters Score -1.338023e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -13385189.000000 Penalty: 5766.586426
	Iteration 4F: 3 clusters Score -1.338519e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 85746 members 
Entering Unmasked Estep 
Score: -13392841.000000 Penalty: 5766.586426
	Iteration 5F: 3 clusters Score -1.339284e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -13401635.000000 Penalty: 5766.586426
	Iteration 6F: 3 clusters Score -1.340164e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -13408873.000000 Penalty: 5766.586426
	Iteration 7F: 3 clusters Score -1.340887e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -13413066.000000 Penalty: 5766.586426
	Iteration 8Q: 3 clusters Score -1.341307e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -13415016.000000 Penalty: 5766.586426
	Iteration 9Q: 3 clusters Score -1.341502e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -13415942.000000 Penalty: 5766.586426
	Iteration 10Q: 3 clusters Score -1.341594e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -13416353.000000 Penalty: 5766.586426
	Iteration 11Q: 3 clusters Score -1.341635e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 109819 members 
Entering Unmasked Estep 
Score: -13416500.000000 Penalty: 5766.586426
	Iteration 12Q: 3 clusters Score -1.34165e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 109977 members 
Entering Unmasked Estep 
Score: -13416582.000000 Penalty: 5766.586426
	Iteration 13Q: 3 clusters Score -1.341658e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -13416663.000000 Penalty: 5766.586426
	Iteration 14Q: 3 clusters Score -1.341666e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -13416712.000000 Penalty: 5766.586426
	Iteration 15Q: 3 clusters Score -1.341671e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -13416726.000000 Penalty: 5766.586426
	Iteration 16Q: 3 clusters Score -1.341673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -13416746.000000 Penalty: 5766.586426
	Iteration 17Q: 3 clusters Score -1.341675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 110344 members 
Entering Unmasked Estep 
Score: -13416766.000000 Penalty: 5766.586426
	Iteration 18Q: 3 clusters Score -1.341677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -13416759.000000 Penalty: 5766.586426
	Iteration 19Q: 3 clusters Score -1.341676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 110381 members 
Entering Unmasked Estep 
Score: -13416763.000000 Penalty: 5766.586426
	Iteration 20F: 3 clusters Score -1.341676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -13416769.000000 Penalty: 5766.586426
	Iteration 21Q: 3 clusters Score -1.341677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -13416760.000000 Penalty: 5766.586426
	Iteration 22Q: 3 clusters Score -1.341676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -13416773.000000 Penalty: 5766.586426
	Iteration 23Q: 3 clusters Score -1.341677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 110434 members 
Entering Unmasked Estep 
Score: -13416776.000000 Penalty: 5766.586426
	Iteration 24Q: 3 clusters Score -1.341678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -13416776.000000 Penalty: 5766.586426
	Iteration 25Q: 3 clusters Score -1.341678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -13416776.000000 Penalty: 5766.586426
	Iteration 26Q: 3 clusters Score -1.341678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 110459 members 
Entering Unmasked Estep 
Score: -13416769.000000 Penalty: 5766.586426
	Iteration 27Q: 3 clusters Score -1.341677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -13416778.000000 Penalty: 5766.586426
	Iteration 28Q: 3 clusters Score -1.341678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 110468 members 
Entering Unmasked Estep 
Score: -13416785.000000 Penalty: 5766.586426
	Iteration 29Q: 3 clusters Score -1.341678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -13416792.000000 Penalty: 5766.586426
	Iteration 30Q: 3 clusters Score -1.341679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 110477 members 
Entering Unmasked Estep 
Score: -13416795.000000 Penalty: 5766.586426
	Iteration 31Q: 3 clusters Score -1.34168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -13416781.000000 Penalty: 5766.586426
	Iteration 32Q: 3 clusters Score -1.341678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -13416791.000000 Penalty: 5766.586426
	Iteration 33Q: 3 clusters Score -1.341679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -13416786.000000 Penalty: 5766.586426
	Iteration 34Q: 3 clusters Score -1.341679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -13416792.000000 Penalty: 5766.586426
	Iteration 35Q: 3 clusters Score -1.341679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -13416794.000000 Penalty: 5766.586426
	Iteration 36Q: 3 clusters Score -1.341679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -13416794.000000 Penalty: 5766.586426
	Iteration 37F: 3 clusters Score -1.341679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -664685.625000 Penalty: 2162.066162
	Iteration 0F: 2 clusters Score -664685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -659486.062500 Penalty: 4324.132324
	Iteration 0F: 3 clusters Score -659486.1 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -660955.875000 Penalty: 4324.132324
	Iteration 1F: 3 clusters Score -660955.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -661474.312500 Penalty: 4324.132324
	Iteration 2F: 3 clusters Score -661474.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -662031.375000 Penalty: 4324.132324
	Iteration 3F: 3 clusters Score -662031.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -662528.125000 Penalty: 4324.132324
	Iteration 4F: 3 clusters Score -662528.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -662917.937500 Penalty: 4324.132324
	Iteration 5F: 3 clusters Score -662917.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -663127.812500 Penalty: 4324.132324
	Iteration 6Q: 3 clusters Score -663127.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -663234.625000 Penalty: 4324.132324
	Iteration 7Q: 3 clusters Score -663234.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -663297.937500 Penalty: 4324.132324
	Iteration 8Q: 3 clusters Score -663297.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -663346.937500 Penalty: 4324.132324
	Iteration 9Q: 3 clusters Score -663346.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -663374.312500 Penalty: 4324.132324
	Iteration 10Q: 3 clusters Score -663374.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -663392.312500 Penalty: 4324.132324
	Iteration 11Q: 3 clusters Score -663392.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -663406.687500 Penalty: 4324.132324
	Iteration 12Q: 3 clusters Score -663406.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -663416.312500 Penalty: 4324.132324
	Iteration 13Q: 3 clusters Score -663416.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -663421.062500 Penalty: 4324.132324
	Iteration 14Q: 3 clusters Score -663421.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -663426.000000 Penalty: 4324.132324
	Iteration 15Q: 3 clusters Score -663426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -663429.687500 Penalty: 4324.132324
	Iteration 16Q: 3 clusters Score -663429.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -663430.875000 Penalty: 4324.132324
	Iteration 17Q: 3 clusters Score -663430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -663432.312500 Penalty: 4324.132324
	Iteration 18Q: 3 clusters Score -663432.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -663431.875000 Penalty: 4324.132324
	Iteration 19Q: 3 clusters Score -663431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -663434.000000 Penalty: 4324.132324
	Iteration 20F: 3 clusters Score -663434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -663435.187500 Penalty: 4324.132324
	Iteration 21Q: 3 clusters Score -663435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -663436.312500 Penalty: 4324.132324
	Iteration 22Q: 3 clusters Score -663436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -663435.687500 Penalty: 4324.132324
	Iteration 23Q: 3 clusters Score -663435.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -663435.687500 Penalty: 4324.132324
	Iteration 24F: 3 clusters Score -663435.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (113592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Entering Unmasked Estep 
Score: -13478304.000000 Penalty: 2886.811279
	Iteration 0F: 2 clusters Score -1.34783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -13402080.000000 Penalty: 5773.622559
	Iteration 0F: 3 clusters Score -1.340208e+07 nChanged 54046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -13433052.000000 Penalty: 5773.622559
	Iteration 1F: 3 clusters Score -1.343305e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -13433893.000000 Penalty: 5773.622559
	Iteration 2Q: 3 clusters Score -1.343389e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -13434686.000000 Penalty: 5773.622559
	Iteration 3Q: 3 clusters Score -1.343469e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -13435655.000000 Penalty: 5773.622559
	Iteration 4Q: 3 clusters Score -1.343566e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -13436811.000000 Penalty: 5773.622559
	Iteration 5Q: 3 clusters Score -1.343681e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -13438102.000000 Penalty: 5773.622559
	Iteration 6Q: 3 clusters Score -1.34381e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -13439725.000000 Penalty: 5773.622559
	Iteration 7Q: 3 clusters Score -1.343972e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -13441797.000000 Penalty: 5773.622559
	Iteration 8Q: 3 clusters Score -1.34418e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -13444309.000000 Penalty: 5773.622559
	Iteration 9Q: 3 clusters Score -1.344431e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -13447366.000000 Penalty: 5773.622559
	Iteration 10F: 3 clusters Score -1.344737e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -13450848.000000 Penalty: 5773.622559
	Iteration 11F: 3 clusters Score -1.345085e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -13454562.000000 Penalty: 5773.622559
	Iteration 12F: 3 clusters Score -1.345456e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -13457815.000000 Penalty: 5773.622559
	Iteration 13Q: 3 clusters Score -1.345782e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -13460263.000000 Penalty: 5773.622559
	Iteration 14Q: 3 clusters Score -1.346026e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -13462005.000000 Penalty: 5773.622559
	Iteration 15Q: 3 clusters Score -1.3462e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -13463041.000000 Penalty: 5773.622559
	Iteration 16Q: 3 clusters Score -1.346304e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -13463990.000000 Penalty: 5773.622559
	Iteration 17Q: 3 clusters Score -1.346399e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -13464916.000000 Penalty: 5773.622559
	Iteration 18Q: 3 clusters Score -1.346492e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88361 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -13465797.000000 Penalty: 5773.622559
	Iteration 19Q: 3 clusters Score -1.34658e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -13466732.000000 Penalty: 5773.622559
	Iteration 20F: 3 clusters Score -1.346673e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -13467638.000000 Penalty: 5773.622559
	Iteration 21Q: 3 clusters Score -1.346764e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -13468525.000000 Penalty: 5773.622559
	Iteration 22Q: 3 clusters Score -1.346852e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -13469484.000000 Penalty: 5773.622559
	Iteration 23Q: 3 clusters Score -1.346948e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -13470325.000000 Penalty: 5773.622559
	Iteration 24Q: 3 clusters Score -1.347032e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -13471211.000000 Penalty: 5773.622559
	Iteration 25Q: 3 clusters Score -1.347121e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -13472136.000000 Penalty: 5773.622559
	Iteration 26Q: 3 clusters Score -1.347214e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -13472987.000000 Penalty: 5773.622559
	Iteration 27Q: 3 clusters Score -1.347299e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -13473760.000000 Penalty: 5773.622559
	Iteration 28Q: 3 clusters Score -1.347376e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -13474332.000000 Penalty: 5773.622559
	Iteration 29Q: 3 clusters Score -1.347433e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -13474845.000000 Penalty: 5773.622559
	Iteration 30Q: 3 clusters Score -1.347484e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -13475135.000000 Penalty: 5773.622559
	Iteration 31Q: 3 clusters Score -1.347514e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -13475377.000000 Penalty: 5773.622559
	Iteration 32Q: 3 clusters Score -1.347538e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -13475655.000000 Penalty: 5773.622559
	Iteration 33Q: 3 clusters Score -1.347566e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -13475898.000000 Penalty: 5773.622559
	Iteration 34Q: 3 clusters Score -1.34759e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -13476061.000000 Penalty: 5773.622559
	Iteration 35Q: 3 clusters Score -1.347606e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110653 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -13476283.000000 Penalty: 5773.622559
	Iteration 36Q: 3 clusters Score -1.347628e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110868 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -13476369.000000 Penalty: 5773.622559
	Iteration 37Q: 3 clusters Score -1.347637e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -13476502.000000 Penalty: 5773.622559
	Iteration 38Q: 3 clusters Score -1.34765e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111160 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -13476539.000000 Penalty: 5773.622559
	Iteration 39Q: 3 clusters Score -1.347654e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111255 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13476605.000000 Penalty: 5773.622559
	Iteration 40F: 3 clusters Score -1.34766e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13476664.000000 Penalty: 5773.622559
	Iteration 41Q: 3 clusters Score -1.347666e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13476671.000000 Penalty: 5773.622559
	Iteration 42Q: 3 clusters Score -1.347667e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13476714.000000 Penalty: 5773.622559
	Iteration 43Q: 3 clusters Score -1.347671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -13476712.000000 Penalty: 5773.622559
	Iteration 44Q: 3 clusters Score -1.347671e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111497 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13476726.000000 Penalty: 5773.622559
	Iteration 45Q: 3 clusters Score -1.347673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13476728.000000 Penalty: 5773.622559
	Iteration 46Q: 3 clusters Score -1.347673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13476732.000000 Penalty: 5773.622559
	Iteration 47Q: 3 clusters Score -1.347673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13476727.000000 Penalty: 5773.622559
	Iteration 48Q: 3 clusters Score -1.347673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111563 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -13476729.000000 Penalty: 5773.622559
	Iteration 49Q: 3 clusters Score -1.347673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13476731.000000 Penalty: 5773.622559
	Iteration 50Q: 3 clusters Score -1.347673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -13476732.000000 Penalty: 5773.622559
	Iteration 51Q: 3 clusters Score -1.347673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -13476733.000000 Penalty: 5773.622559
	Iteration 52Q: 3 clusters Score -1.347673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111592 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13476753.000000 Penalty: 5773.622559
	Iteration 53Q: 3 clusters Score -1.347675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13476755.000000 Penalty: 5773.622559
	Iteration 54Q: 3 clusters Score -1.347676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13476743.000000 Penalty: 5773.622559
	Iteration 55Q: 3 clusters Score -1.347674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13476747.000000 Penalty: 5773.622559
	Iteration 56Q: 3 clusters Score -1.347675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -13476746.000000 Penalty: 5773.622559
	Iteration 57Q: 3 clusters Score -1.347675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13476738.000000 Penalty: 5773.622559
	Iteration 58Q: 3 clusters Score -1.347674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111640 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13476742.000000 Penalty: 5773.622559
	Iteration 59Q: 3 clusters Score -1.347674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -13476735.000000 Penalty: 5773.622559
	Iteration 60F: 3 clusters Score -1.347674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111647 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -13476742.000000 Penalty: 5773.622559
	Iteration 61Q: 3 clusters Score -1.347674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13476744.000000 Penalty: 5773.622559
	Iteration 62Q: 3 clusters Score -1.347674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13476743.000000 Penalty: 5773.622559
	Iteration 63Q: 3 clusters Score -1.347674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13476743.000000 Penalty: 5773.622559
	Iteration 64F: 3 clusters Score -1.347674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258714 members 
Entering Unmasked Estep 
Score: -30305932.000000 Penalty: 3090.942627
	Iteration 0F: 2 clusters Score -3.030593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -30132922.000000 Penalty: 6181.885254
	Iteration 0F: 3 clusters Score -3.013292e+07 nChanged 124609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 138869 members 
Entering Unmasked Estep 
Score: -30207508.000000 Penalty: 6181.885254
	Iteration 1F: 3 clusters Score -3.020751e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113874 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -30209610.000000 Penalty: 6181.885254
	Iteration 2Q: 3 clusters Score -3.020961e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -30213788.000000 Penalty: 6181.885254
	Iteration 3Q: 3 clusters Score -3.021379e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -30221280.000000 Penalty: 6181.885254
	Iteration 4F: 3 clusters Score -3.022128e+07 nChanged 19624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 187456 members 
Entering Unmasked Estep 
Score: -30235238.000000 Penalty: 6181.885254
	Iteration 5F: 3 clusters Score -3.023524e+07 nChanged 23965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 211393 members 
Entering Unmasked Estep 
Score: -30256112.000000 Penalty: 6181.885254
	Iteration 6F: 3 clusters Score -3.025611e+07 nChanged 23099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 234492 members 
Entering Unmasked Estep 
Score: -30278922.000000 Penalty: 6181.885254
	Iteration 7F: 3 clusters Score -3.027892e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 249850 members 
Entering Unmasked Estep 
Score: -30294826.000000 Penalty: 6181.885254
	Iteration 8F: 3 clusters Score -3.029483e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 256176 members 
Entering Unmasked Estep 
Score: -30300738.000000 Penalty: 6181.885254
	Iteration 9Q: 3 clusters Score -3.030074e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 257941 members 
Entering Unmasked Estep 
Score: -30302432.000000 Penalty: 6181.885254
	Iteration 10Q: 3 clusters Score -3.030243e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 258335 members 
Entering Unmasked Estep 
Score: -30302828.000000 Penalty: 6181.885254
	Iteration 11Q: 3 clusters Score -3.030283e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 258427 members 
Entering Unmasked Estep 
Score: -30303008.000000 Penalty: 6181.885254
	Iteration 12Q: 3 clusters Score -3.030301e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258450 members 
Entering Unmasked Estep 
Score: -30303084.000000 Penalty: 6181.885254
	Iteration 13Q: 3 clusters Score -3.030308e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258466 members 
Entering Unmasked Estep 
Score: -30303142.000000 Penalty: 6181.885254
	Iteration 14Q: 3 clusters Score -3.030314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258468 members 
Entering Unmasked Estep 
Score: -30303170.000000 Penalty: 6181.885254
	Iteration 15Q: 3 clusters Score -3.030317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258474 members 
Entering Unmasked Estep 
Score: -30303182.000000 Penalty: 6181.885254
	Iteration 16Q: 3 clusters Score -3.030318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258475 members 
Entering Unmasked Estep 
Score: -30303182.000000 Penalty: 6181.885254
	Iteration 17Q: 3 clusters Score -3.030318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258478 members 
Entering Unmasked Estep 
Score: -30303186.000000 Penalty: 6181.885254
	Iteration 18Q: 3 clusters Score -3.030319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 258477 members 
Entering Unmasked Estep 
Score: -30303190.000000 Penalty: 6181.885254
	Iteration 19Q: 3 clusters Score -3.030319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 258477 members 
Entering Unmasked Estep 
Score: -30303190.000000 Penalty: 6181.885254
	Iteration 20F: 3 clusters Score -3.030319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258476 members 
Entering Unmasked Estep 
Score: -30303184.000000 Penalty: 6181.885254
	Iteration 21Q: 3 clusters Score -3.030318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258476 members 
Entering Unmasked Estep 
Score: -30303184.000000 Penalty: 6181.885254
	Iteration 22F: 3 clusters Score -3.030318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Entering Unmasked Estep 
Score: -3623780.000000 Penalty: 2577.939209
	Iteration 0F: 2 clusters Score -3623780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3601451.250000 Penalty: 5155.878418
	Iteration 0F: 3 clusters Score -3601451 nChanged 14878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3609678.500000 Penalty: 5155.878418
	Iteration 1F: 3 clusters Score -3609678 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3610374.000000 Penalty: 5155.878418
	Iteration 2F: 3 clusters Score -3610374 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3611226.000000 Penalty: 5155.878418
	Iteration 3F: 3 clusters Score -3611226 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3612226.750000 Penalty: 5155.878418
	Iteration 4F: 3 clusters Score -3612227 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3613466.250000 Penalty: 5155.878418
	Iteration 5F: 3 clusters Score -3613466 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3614916.250000 Penalty: 5155.878418
	Iteration 6F: 3 clusters Score -3614916 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3616414.750000 Penalty: 5155.878418
	Iteration 7F: 3 clusters Score -3616415 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3617680.000000 Penalty: 5155.878418
	Iteration 8F: 3 clusters Score -3617680 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3618743.000000 Penalty: 5155.878418
	Iteration 9Q: 3 clusters Score -3618743 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3619420.500000 Penalty: 5155.878418
	Iteration 10Q: 3 clusters Score -3619420 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3619985.750000 Penalty: 5155.878418
	Iteration 11Q: 3 clusters Score -3619986 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3620458.500000 Penalty: 5155.878418
	Iteration 12Q: 3 clusters Score -3620458 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3620850.250000 Penalty: 5155.878418
	Iteration 13Q: 3 clusters Score -3620850 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3621144.250000 Penalty: 5155.878418
	Iteration 14Q: 3 clusters Score -3621144 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3621385.750000 Penalty: 5155.878418
	Iteration 15Q: 3 clusters Score -3621386 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3621561.500000 Penalty: 5155.878418
	Iteration 16Q: 3 clusters Score -3621562 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3621693.000000 Penalty: 5155.878418
	Iteration 17Q: 3 clusters Score -3621693 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3621802.000000 Penalty: 5155.878418
	Iteration 18Q: 3 clusters Score -3621802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3621895.000000 Penalty: 5155.878418
	Iteration 19Q: 3 clusters Score -3621895 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3621984.000000 Penalty: 5155.878418
	Iteration 20F: 3 clusters Score -3621984 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3622030.000000 Penalty: 5155.878418
	Iteration 21Q: 3 clusters Score -3622030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3622069.250000 Penalty: 5155.878418
	Iteration 22Q: 3 clusters Score -3622069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3622103.250000 Penalty: 5155.878418
	Iteration 23Q: 3 clusters Score -3622103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3622136.500000 Penalty: 5155.878418
	Iteration 24Q: 3 clusters Score -3622136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3622156.000000 Penalty: 5155.878418
	Iteration 25Q: 3 clusters Score -3622156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3622186.250000 Penalty: 5155.878418
	Iteration 26Q: 3 clusters Score -3622186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3622193.250000 Penalty: 5155.878418
	Iteration 27Q: 3 clusters Score -3622193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3622200.250000 Penalty: 5155.878418
	Iteration 28Q: 3 clusters Score -3622200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3622212.250000 Penalty: 5155.878418
	Iteration 29Q: 3 clusters Score -3622212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3622213.750000 Penalty: 5155.878418
	Iteration 30Q: 3 clusters Score -3622214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3622231.500000 Penalty: 5155.878418
	Iteration 31Q: 3 clusters Score -3622232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3622237.250000 Penalty: 5155.878418
	Iteration 32Q: 3 clusters Score -3622237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3622252.000000 Penalty: 5155.878418
	Iteration 33Q: 3 clusters Score -3622252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3622251.500000 Penalty: 5155.878418
	Iteration 34Q: 3 clusters Score -3622252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3622255.000000 Penalty: 5155.878418
	Iteration 35Q: 3 clusters Score -3622255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -3622257.250000 Penalty: 5155.878418
	Iteration 36Q: 3 clusters Score -3622257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -3622260.750000 Penalty: 5155.878418
	Iteration 37Q: 3 clusters Score -3622261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -3622265.250000 Penalty: 5155.878418
	Iteration 38Q: 3 clusters Score -3622265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3622268.250000 Penalty: 5155.878418
	Iteration 39Q: 3 clusters Score -3622268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3622272.250000 Penalty: 5155.878418
	Iteration 40F: 3 clusters Score -3622272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -3622270.500000 Penalty: 5155.878418
	Iteration 41Q: 3 clusters Score -3622270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -3622267.000000 Penalty: 5155.878418
	Iteration 42Q: 3 clusters Score -3622267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -3622271.250000 Penalty: 5155.878418
	Iteration 43Q: 3 clusters Score -3622271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3622269.750000 Penalty: 5155.878418
	Iteration 44Q: 3 clusters Score -3622270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3622269.750000 Penalty: 5155.878418
	Iteration 45F: 3 clusters Score -3622270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Entering Unmasked Estep 
Score: -20650836.000000 Penalty: 2987.721436
	Iteration 0F: 2 clusters Score -2.065084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -20543472.000000 Penalty: 5975.442871
	Iteration 0F: 3 clusters Score -2.054347e+07 nChanged 81947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -20590906.000000 Penalty: 5975.442871
	Iteration 1F: 3 clusters Score -2.059091e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -20591510.000000 Penalty: 5975.442871
	Iteration 2Q: 3 clusters Score -2.059151e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -20592302.000000 Penalty: 5975.442871
	Iteration 3Q: 3 clusters Score -2.05923e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -20593246.000000 Penalty: 5975.442871
	Iteration 4Q: 3 clusters Score -2.059325e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -20594548.000000 Penalty: 5975.442871
	Iteration 5Q: 3 clusters Score -2.059455e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -20596494.000000 Penalty: 5975.442871
	Iteration 6Q: 3 clusters Score -2.059649e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -20599036.000000 Penalty: 5975.442871
	Iteration 7Q: 3 clusters Score -2.059904e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -20602418.000000 Penalty: 5975.442871
	Iteration 8Q: 3 clusters Score -2.060242e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -20606426.000000 Penalty: 5975.442871
	Iteration 9F: 3 clusters Score -2.060643e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -20610558.000000 Penalty: 5975.442871
	Iteration 10F: 3 clusters Score -2.061056e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -20614664.000000 Penalty: 5975.442871
	Iteration 11F: 3 clusters Score -2.061466e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -20618112.000000 Penalty: 5975.442871
	Iteration 12Q: 3 clusters Score -2.061811e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -20621022.000000 Penalty: 5975.442871
	Iteration 13Q: 3 clusters Score -2.062102e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -20623470.000000 Penalty: 5975.442871
	Iteration 14Q: 3 clusters Score -2.062347e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129086 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -20626234.000000 Penalty: 5975.442871
	Iteration 15Q: 3 clusters Score -2.062623e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135536 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -20629500.000000 Penalty: 5975.442871
	Iteration 16Q: 3 clusters Score -2.06295e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -20632900.000000 Penalty: 5975.442871
	Iteration 17Q: 3 clusters Score -2.06329e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149098 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -20636386.000000 Penalty: 5975.442871
	Iteration 18Q: 3 clusters Score -2.063639e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155602 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -20639546.000000 Penalty: 5975.442871
	Iteration 19Q: 3 clusters Score -2.063955e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161281 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -20642696.000000 Penalty: 5975.442871
	Iteration 20F: 3 clusters Score -2.06427e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -20645370.000000 Penalty: 5975.442871
	Iteration 21Q: 3 clusters Score -2.064537e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20647136.000000 Penalty: 5975.442871
	Iteration 22Q: 3 clusters Score -2.064714e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20647706.000000 Penalty: 5975.442871
	Iteration 23Q: 3 clusters Score -2.064771e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -20648056.000000 Penalty: 5975.442871
	Iteration 24Q: 3 clusters Score -2.064806e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170123 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -20648192.000000 Penalty: 5975.442871
	Iteration 25Q: 3 clusters Score -2.064819e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20648280.000000 Penalty: 5975.442871
	Iteration 26Q: 3 clusters Score -2.064828e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -20648296.000000 Penalty: 5975.442871
	Iteration 27Q: 3 clusters Score -2.06483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170249 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20648306.000000 Penalty: 5975.442871
	Iteration 28Q: 3 clusters Score -2.064831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170259 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20648316.000000 Penalty: 5975.442871
	Iteration 29Q: 3 clusters Score -2.064832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -20648308.000000 Penalty: 5975.442871
	Iteration 30Q: 3 clusters Score -2.064831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170283 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20648320.000000 Penalty: 5975.442871
	Iteration 31Q: 3 clusters Score -2.064832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20648314.000000 Penalty: 5975.442871
	Iteration 32Q: 3 clusters Score -2.064831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20648344.000000 Penalty: 5975.442871
	Iteration 33Q: 3 clusters Score -2.064834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170291 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20648344.000000 Penalty: 5975.442871
	Iteration 34Q: 3 clusters Score -2.064834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170294 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20648350.000000 Penalty: 5975.442871
	Iteration 35Q: 3 clusters Score -2.064835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170297 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20648338.000000 Penalty: 5975.442871
	Iteration 36Q: 3 clusters Score -2.064834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20648346.000000 Penalty: 5975.442871
	Iteration 37Q: 3 clusters Score -2.064835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170297 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20648342.000000 Penalty: 5975.442871
	Iteration 38Q: 3 clusters Score -2.064834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170297 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20648342.000000 Penalty: 5975.442871
	Iteration 39F: 3 clusters Score -2.064834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Entering Unmasked Estep 
Score: -1933538.375000 Penalty: 2416.182861
	Iteration 0F: 2 clusters Score -1933538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1921467.250000 Penalty: 4832.365723
	Iteration 0F: 3 clusters Score -1921467 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1925589.375000 Penalty: 4832.365723
	Iteration 1F: 3 clusters Score -1925589 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1926119.625000 Penalty: 4832.365723
	Iteration 2F: 3 clusters Score -1926120 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1926738.250000 Penalty: 4832.365723
	Iteration 3F: 3 clusters Score -1926738 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1927436.625000 Penalty: 4832.365723
	Iteration 4F: 3 clusters Score -1927437 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1928087.250000 Penalty: 4832.365723
	Iteration 5F: 3 clusters Score -1928087 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1928689.875000 Penalty: 4832.365723
	Iteration 6F: 3 clusters Score -1928690 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1929335.875000 Penalty: 4832.365723
	Iteration 7F: 3 clusters Score -1929336 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1929944.375000 Penalty: 4832.365723
	Iteration 8Q: 3 clusters Score -1929944 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1930346.000000 Penalty: 4832.365723
	Iteration 9Q: 3 clusters Score -1930346 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1930624.000000 Penalty: 4832.365723
	Iteration 10Q: 3 clusters Score -1930624 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1930818.125000 Penalty: 4832.365723
	Iteration 11Q: 3 clusters Score -1930818 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1930917.125000 Penalty: 4832.365723
	Iteration 12Q: 3 clusters Score -1930917 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1930975.625000 Penalty: 4832.365723
	Iteration 13Q: 3 clusters Score -1930976 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1931014.125000 Penalty: 4832.365723
	Iteration 14Q: 3 clusters Score -1931014 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1931040.375000 Penalty: 4832.365723
	Iteration 15Q: 3 clusters Score -1931040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1931068.500000 Penalty: 4832.365723
	Iteration 16Q: 3 clusters Score -1931068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1931090.375000 Penalty: 4832.365723
	Iteration 17Q: 3 clusters Score -1931090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1931108.625000 Penalty: 4832.365723
	Iteration 18Q: 3 clusters Score -1931109 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1931121.750000 Penalty: 4832.365723
	Iteration 19Q: 3 clusters Score -1931122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1931128.125000 Penalty: 4832.365723
	Iteration 20F: 3 clusters Score -1931128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1931127.125000 Penalty: 4832.365723
	Iteration 21Q: 3 clusters Score -1931127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1931135.125000 Penalty: 4832.365723
	Iteration 22Q: 3 clusters Score -1931135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1931141.125000 Penalty: 4832.365723
	Iteration 23Q: 3 clusters Score -1931141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1931144.625000 Penalty: 4832.365723
	Iteration 24Q: 3 clusters Score -1931145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1931151.125000 Penalty: 4832.365723
	Iteration 25Q: 3 clusters Score -1931151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1931156.125000 Penalty: 4832.365723
	Iteration 26Q: 3 clusters Score -1931156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1931158.250000 Penalty: 4832.365723
	Iteration 27Q: 3 clusters Score -1931158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1931163.125000 Penalty: 4832.365723
	Iteration 28Q: 3 clusters Score -1931163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1931167.750000 Penalty: 4832.365723
	Iteration 29Q: 3 clusters Score -1931168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1931174.000000 Penalty: 4832.365723
	Iteration 30Q: 3 clusters Score -1931174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1931174.625000 Penalty: 4832.365723
	Iteration 31Q: 3 clusters Score -1931175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1931182.125000 Penalty: 4832.365723
	Iteration 32Q: 3 clusters Score -1931182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1931187.125000 Penalty: 4832.365723
	Iteration 33Q: 3 clusters Score -1931187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1931190.750000 Penalty: 4832.365723
	Iteration 34Q: 3 clusters Score -1931191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1931204.875000 Penalty: 4832.365723
	Iteration 35Q: 3 clusters Score -1931205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1931213.750000 Penalty: 4832.365723
	Iteration 36Q: 3 clusters Score -1931214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1931234.125000 Penalty: 4832.365723
	Iteration 37Q: 3 clusters Score -1931234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1931245.875000 Penalty: 4832.365723
	Iteration 38Q: 3 clusters Score -1931246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1931263.000000 Penalty: 4832.365723
	Iteration 39Q: 3 clusters Score -1931263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1931273.000000 Penalty: 4832.365723
	Iteration 40F: 3 clusters Score -1931273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1931288.625000 Penalty: 4832.365723
	Iteration 41Q: 3 clusters Score -1931289 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1931301.500000 Penalty: 4832.365723
	Iteration 42Q: 3 clusters Score -1931302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1931308.500000 Penalty: 4832.365723
	Iteration 43Q: 3 clusters Score -1931308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1931320.375000 Penalty: 4832.365723
	Iteration 44Q: 3 clusters Score -1931320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1931329.750000 Penalty: 4832.365723
	Iteration 45Q: 3 clusters Score -1931330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1931339.125000 Penalty: 4832.365723
	Iteration 46Q: 3 clusters Score -1931339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1931342.000000 Penalty: 4832.365723
	Iteration 47Q: 3 clusters Score -1931342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1931345.125000 Penalty: 4832.365723
	Iteration 48Q: 3 clusters Score -1931345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1931356.000000 Penalty: 4832.365723
	Iteration 49Q: 3 clusters Score -1931356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1931354.375000 Penalty: 4832.365723
	Iteration 50Q: 3 clusters Score -1931354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1931360.625000 Penalty: 4832.365723
	Iteration 51Q: 3 clusters Score -1931361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1931365.750000 Penalty: 4832.365723
	Iteration 52Q: 3 clusters Score -1931366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1931370.875000 Penalty: 4832.365723
	Iteration 53Q: 3 clusters Score -1931371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1931380.375000 Penalty: 4832.365723
	Iteration 54Q: 3 clusters Score -1931380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1931385.500000 Penalty: 4832.365723
	Iteration 55Q: 3 clusters Score -1931386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1931388.250000 Penalty: 4832.365723
	Iteration 56Q: 3 clusters Score -1931388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1931390.375000 Penalty: 4832.365723
	Iteration 57Q: 3 clusters Score -1931390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1931393.000000 Penalty: 4832.365723
	Iteration 58Q: 3 clusters Score -1931393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1931392.625000 Penalty: 4832.365723
	Iteration 59Q: 3 clusters Score -1931393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1931395.000000 Penalty: 4832.365723
	Iteration 60F: 3 clusters Score -1931395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1931398.125000 Penalty: 4832.365723
	Iteration 61Q: 3 clusters Score -1931398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1931402.000000 Penalty: 4832.365723
	Iteration 62Q: 3 clusters Score -1931402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1931404.875000 Penalty: 4832.365723
	Iteration 63Q: 3 clusters Score -1931405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1931403.750000 Penalty: 4832.365723
	Iteration 64Q: 3 clusters Score -1931404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1931404.125000 Penalty: 4832.365723
	Iteration 65Q: 3 clusters Score -1931404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1931404.375000 Penalty: 4832.365723
	Iteration 66Q: 3 clusters Score -1931404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1931406.125000 Penalty: 4832.365723
	Iteration 67Q: 3 clusters Score -1931406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1931406.500000 Penalty: 4832.365723
	Iteration 68Q: 3 clusters Score -1931406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1931407.750000 Penalty: 4832.365723
	Iteration 69Q: 3 clusters Score -1931408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1931408.250000 Penalty: 4832.365723
	Iteration 70Q: 3 clusters Score -1931408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1931403.500000 Penalty: 4832.365723
	Iteration 71Q: 3 clusters Score -1931404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1931406.625000 Penalty: 4832.365723
	Iteration 72Q: 3 clusters Score -1931407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1931404.500000 Penalty: 4832.365723
	Iteration 73Q: 3 clusters Score -1931404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1931404.375000 Penalty: 4832.365723
	Iteration 74Q: 3 clusters Score -1931404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1931406.750000 Penalty: 4832.365723
	Iteration 75Q: 3 clusters Score -1931407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1931402.000000 Penalty: 4832.365723
	Iteration 76Q: 3 clusters Score -1931402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1931404.625000 Penalty: 4832.365723
	Iteration 77Q: 3 clusters Score -1931405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1931407.000000 Penalty: 4832.365723
	Iteration 78Q: 3 clusters Score -1931407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1931409.375000 Penalty: 4832.365723
	Iteration 79Q: 3 clusters Score -1931409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1931410.750000 Penalty: 4832.365723
	Iteration 80F: 3 clusters Score -1931411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1931408.750000 Penalty: 4832.365723
	Iteration 81Q: 3 clusters Score -1931409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1931408.250000 Penalty: 4832.365723
	Iteration 82Q: 3 clusters Score -1931408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1931410.875000 Penalty: 4832.365723
	Iteration 83Q: 3 clusters Score -1931411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1931414.625000 Penalty: 4832.365723
	Iteration 84Q: 3 clusters Score -1931415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1931409.875000 Penalty: 4832.365723
	Iteration 85Q: 3 clusters Score -1931410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1931414.375000 Penalty: 4832.365723
	Iteration 86Q: 3 clusters Score -1931414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1931414.500000 Penalty: 4832.365723
	Iteration 87Q: 3 clusters Score -1931414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1931413.500000 Penalty: 4832.365723
	Iteration 88Q: 3 clusters Score -1931414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1931414.625000 Penalty: 4832.365723
	Iteration 89Q: 3 clusters Score -1931415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1931422.875000 Penalty: 4832.365723
	Iteration 90Q: 3 clusters Score -1931423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1931427.625000 Penalty: 4832.365723
	Iteration 91Q: 3 clusters Score -1931428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1931426.000000 Penalty: 4832.365723
	Iteration 92Q: 3 clusters Score -1931426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1931429.500000 Penalty: 4832.365723
	Iteration 93Q: 3 clusters Score -1931430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1931432.375000 Penalty: 4832.365723
	Iteration 94Q: 3 clusters Score -1931432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1931438.625000 Penalty: 4832.365723
	Iteration 95Q: 3 clusters Score -1931439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1931440.750000 Penalty: 4832.365723
	Iteration 96Q: 3 clusters Score -1931441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1931443.250000 Penalty: 4832.365723
	Iteration 97Q: 3 clusters Score -1931443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1931448.000000 Penalty: 4832.365723
	Iteration 98Q: 3 clusters Score -1931448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1931455.750000 Penalty: 4832.365723
	Iteration 99Q: 3 clusters Score -1931456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1931452.375000 Penalty: 4832.365723
	Iteration 100F: 3 clusters Score -1931452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1931455.250000 Penalty: 4832.365723
	Iteration 101Q: 3 clusters Score -1931455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1931458.500000 Penalty: 4832.365723
	Iteration 102Q: 3 clusters Score -1931458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1931470.125000 Penalty: 4832.365723
	Iteration 103Q: 3 clusters Score -1931470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1931478.250000 Penalty: 4832.365723
	Iteration 104Q: 3 clusters Score -1931478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1931482.000000 Penalty: 4832.365723
	Iteration 105Q: 3 clusters Score -1931482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1931489.375000 Penalty: 4832.365723
	Iteration 106Q: 3 clusters Score -1931489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1931494.250000 Penalty: 4832.365723
	Iteration 107Q: 3 clusters Score -1931494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1931506.625000 Penalty: 4832.365723
	Iteration 108Q: 3 clusters Score -1931507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1931513.750000 Penalty: 4832.365723
	Iteration 109Q: 3 clusters Score -1931514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1931533.625000 Penalty: 4832.365723
	Iteration 110Q: 3 clusters Score -1931534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1931545.250000 Penalty: 4832.365723
	Iteration 111Q: 3 clusters Score -1931545 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1931558.500000 Penalty: 4832.365723
	Iteration 112Q: 3 clusters Score -1931558 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1931579.875000 Penalty: 4832.365723
	Iteration 113Q: 3 clusters Score -1931580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1931598.125000 Penalty: 4832.365723
	Iteration 114Q: 3 clusters Score -1931598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1931619.750000 Penalty: 4832.365723
	Iteration 115Q: 3 clusters Score -1931620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1931624.875000 Penalty: 4832.365723
	Iteration 116Q: 3 clusters Score -1931625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1931646.000000 Penalty: 4832.365723
	Iteration 117Q: 3 clusters Score -1931646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1931655.875000 Penalty: 4832.365723
	Iteration 118Q: 3 clusters Score -1931656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1931661.000000 Penalty: 4832.365723
	Iteration 119Q: 3 clusters Score -1931661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1931682.250000 Penalty: 4832.365723
	Iteration 120F: 3 clusters Score -1931682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1931699.625000 Penalty: 4832.365723
	Iteration 121Q: 3 clusters Score -1931700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1931717.125000 Penalty: 4832.365723
	Iteration 122Q: 3 clusters Score -1931717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1931738.250000 Penalty: 4832.365723
	Iteration 123Q: 3 clusters Score -1931738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1931762.250000 Penalty: 4832.365723
	Iteration 124Q: 3 clusters Score -1931762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1931781.125000 Penalty: 4832.365723
	Iteration 125Q: 3 clusters Score -1931781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1931790.875000 Penalty: 4832.365723
	Iteration 126Q: 3 clusters Score -1931791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1931797.000000 Penalty: 4832.365723
	Iteration 127Q: 3 clusters Score -1931797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1931807.250000 Penalty: 4832.365723
	Iteration 128Q: 3 clusters Score -1931807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1931821.875000 Penalty: 4832.365723
	Iteration 129Q: 3 clusters Score -1931822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1931829.625000 Penalty: 4832.365723
	Iteration 130Q: 3 clusters Score -1931830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1931842.875000 Penalty: 4832.365723
	Iteration 131Q: 3 clusters Score -1931843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1931852.500000 Penalty: 4832.365723
	Iteration 132Q: 3 clusters Score -1931852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1931867.625000 Penalty: 4832.365723
	Iteration 133Q: 3 clusters Score -1931868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1931870.000000 Penalty: 4832.365723
	Iteration 134Q: 3 clusters Score -1931870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1931876.875000 Penalty: 4832.365723
	Iteration 135Q: 3 clusters Score -1931877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1931876.750000 Penalty: 4832.365723
	Iteration 136Q: 3 clusters Score -1931877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1931879.625000 Penalty: 4832.365723
	Iteration 137Q: 3 clusters Score -1931880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1931886.000000 Penalty: 4832.365723
	Iteration 138Q: 3 clusters Score -1931886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1931890.500000 Penalty: 4832.365723
	Iteration 139Q: 3 clusters Score -1931890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1931896.375000 Penalty: 4832.365723
	Iteration 140F: 3 clusters Score -1931896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1931904.750000 Penalty: 4832.365723
	Iteration 141Q: 3 clusters Score -1931905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1931904.125000 Penalty: 4832.365723
	Iteration 142Q: 3 clusters Score -1931904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1931915.375000 Penalty: 4832.365723
	Iteration 143Q: 3 clusters Score -1931915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1931917.750000 Penalty: 4832.365723
	Iteration 144Q: 3 clusters Score -1931918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1931924.000000 Penalty: 4832.365723
	Iteration 145Q: 3 clusters Score -1931924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1931935.375000 Penalty: 4832.365723
	Iteration 146Q: 3 clusters Score -1931935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1931940.125000 Penalty: 4832.365723
	Iteration 147Q: 3 clusters Score -1931940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1931943.125000 Penalty: 4832.365723
	Iteration 148Q: 3 clusters Score -1931943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1931946.625000 Penalty: 4832.365723
	Iteration 149Q: 3 clusters Score -1931947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1931954.750000 Penalty: 4832.365723
	Iteration 150Q: 3 clusters Score -1931955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1931959.875000 Penalty: 4832.365723
	Iteration 151Q: 3 clusters Score -1931960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1931963.375000 Penalty: 4832.365723
	Iteration 152Q: 3 clusters Score -1931963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1931969.875000 Penalty: 4832.365723
	Iteration 153Q: 3 clusters Score -1931970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1931972.375000 Penalty: 4832.365723
	Iteration 154Q: 3 clusters Score -1931972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1931977.875000 Penalty: 4832.365723
	Iteration 155Q: 3 clusters Score -1931978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1931984.750000 Penalty: 4832.365723
	Iteration 156Q: 3 clusters Score -1931985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1931983.250000 Penalty: 4832.365723
	Iteration 157Q: 3 clusters Score -1931983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1931986.500000 Penalty: 4832.365723
	Iteration 158Q: 3 clusters Score -1931986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1931987.500000 Penalty: 4832.365723
	Iteration 159Q: 3 clusters Score -1931988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1931987.375000 Penalty: 4832.365723
	Iteration 160F: 3 clusters Score -1931987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1931988.000000 Penalty: 4832.365723
	Iteration 161Q: 3 clusters Score -1931988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1931985.125000 Penalty: 4832.365723
	Iteration 162Q: 3 clusters Score -1931985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1931988.500000 Penalty: 4832.365723
	Iteration 163Q: 3 clusters Score -1931988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1931991.875000 Penalty: 4832.365723
	Iteration 164Q: 3 clusters Score -1931992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1931991.750000 Penalty: 4832.365723
	Iteration 165Q: 3 clusters Score -1931992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1931991.625000 Penalty: 4832.365723
	Iteration 166Q: 3 clusters Score -1931992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1931991.375000 Penalty: 4832.365723
	Iteration 167Q: 3 clusters Score -1931991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1931991.875000 Penalty: 4832.365723
	Iteration 168Q: 3 clusters Score -1931992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1931994.250000 Penalty: 4832.365723
	Iteration 169Q: 3 clusters Score -1931994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1931998.375000 Penalty: 4832.365723
	Iteration 170Q: 3 clusters Score -1931998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1931997.250000 Penalty: 4832.365723
	Iteration 171Q: 3 clusters Score -1931997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1931994.625000 Penalty: 4832.365723
	Iteration 172Q: 3 clusters Score -1931995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1931995.875000 Penalty: 4832.365723
	Iteration 173Q: 3 clusters Score -1931996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1931998.625000 Penalty: 4832.365723
	Iteration 174Q: 3 clusters Score -1931999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1931998.625000 Penalty: 4832.365723
	Iteration 175F: 3 clusters Score -1931999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Entering Unmasked Estep 
Score: -3448416.250000 Penalty: 2538.195801
	Iteration 0F: 2 clusters Score -3448416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3429310.250000 Penalty: 5076.391602
	Iteration 0F: 3 clusters Score -3429310 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3436042.750000 Penalty: 5076.391602
	Iteration 1F: 3 clusters Score -3436043 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3436640.000000 Penalty: 5076.391602
	Iteration 2F: 3 clusters Score -3436640 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3437310.000000 Penalty: 5076.391602
	Iteration 3F: 3 clusters Score -3437310 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3438102.750000 Penalty: 5076.391602
	Iteration 4F: 3 clusters Score -3438103 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3439167.250000 Penalty: 5076.391602
	Iteration 5F: 3 clusters Score -3439167 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3440729.750000 Penalty: 5076.391602
	Iteration 6F: 3 clusters Score -3440730 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3442761.500000 Penalty: 5076.391602
	Iteration 7F: 3 clusters Score -3442762 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3444515.000000 Penalty: 5076.391602
	Iteration 8F: 3 clusters Score -3444515 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3445600.250000 Penalty: 5076.391602
	Iteration 9Q: 3 clusters Score -3445600 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3446226.750000 Penalty: 5076.391602
	Iteration 10Q: 3 clusters Score -3446227 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3446600.000000 Penalty: 5076.391602
	Iteration 11Q: 3 clusters Score -3446600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3446758.500000 Penalty: 5076.391602
	Iteration 12Q: 3 clusters Score -3446758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3446840.250000 Penalty: 5076.391602
	Iteration 13Q: 3 clusters Score -3446840 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3446893.250000 Penalty: 5076.391602
	Iteration 14Q: 3 clusters Score -3446893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3446924.500000 Penalty: 5076.391602
	Iteration 15Q: 3 clusters Score -3446924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3446935.750000 Penalty: 5076.391602
	Iteration 16Q: 3 clusters Score -3446936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3446949.500000 Penalty: 5076.391602
	Iteration 17Q: 3 clusters Score -3446950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3446954.500000 Penalty: 5076.391602
	Iteration 18Q: 3 clusters Score -3446954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3446951.750000 Penalty: 5076.391602
	Iteration 19Q: 3 clusters Score -3446952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3446952.750000 Penalty: 5076.391602
	Iteration 20F: 3 clusters Score -3446953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3446952.000000 Penalty: 5076.391602
	Iteration 21Q: 3 clusters Score -3446952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3446954.000000 Penalty: 5076.391602
	Iteration 22Q: 3 clusters Score -3446954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3446954.000000 Penalty: 5076.391602
	Iteration 23Q: 3 clusters Score -3446954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3446956.750000 Penalty: 5076.391602
	Iteration 24Q: 3 clusters Score -3446957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3446956.750000 Penalty: 5076.391602
	Iteration 25Q: 3 clusters Score -3446957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3446956.250000 Penalty: 5076.391602
	Iteration 26Q: 3 clusters Score -3446956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3446956.250000 Penalty: 5076.391602
	Iteration 27Q: 3 clusters Score -3446956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3446956.250000 Penalty: 5076.391602
	Iteration 28F: 3 clusters Score -3446956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Entering Unmasked Estep 
Score: -9674435.000000 Penalty: 2804.910645
	Iteration 0F: 2 clusters Score -9674435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -9619469.000000 Penalty: 5609.821289
	Iteration 0F: 3 clusters Score -9619469 nChanged 38516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -9641839.000000 Penalty: 5609.821289
	Iteration 1F: 3 clusters Score -9641839 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -9642971.000000 Penalty: 5609.821289
	Iteration 2Q: 3 clusters Score -9642971 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -9644360.000000 Penalty: 5609.821289
	Iteration 3Q: 3 clusters Score -9644360 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -9645989.000000 Penalty: 5609.821289
	Iteration 4Q: 3 clusters Score -9645989 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -9647774.000000 Penalty: 5609.821289
	Iteration 5Q: 3 clusters Score -9647774 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -9649651.000000 Penalty: 5609.821289
	Iteration 6F: 3 clusters Score -9649651 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -9651798.000000 Penalty: 5609.821289
	Iteration 7Q: 3 clusters Score -9651798 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -9653741.000000 Penalty: 5609.821289
	Iteration 8Q: 3 clusters Score -9653741 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -9655753.000000 Penalty: 5609.821289
	Iteration 9Q: 3 clusters Score -9655753 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -9657621.000000 Penalty: 5609.821289
	Iteration 10Q: 3 clusters Score -9657621 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -9659373.000000 Penalty: 5609.821289
	Iteration 11Q: 3 clusters Score -9659373 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -9661163.000000 Penalty: 5609.821289
	Iteration 12Q: 3 clusters Score -9661163 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -9662828.000000 Penalty: 5609.821289
	Iteration 13Q: 3 clusters Score -9662828 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -9664488.000000 Penalty: 5609.821289
	Iteration 14Q: 3 clusters Score -9664488 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -9665923.000000 Penalty: 5609.821289
	Iteration 15Q: 3 clusters Score -9665923 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -9667262.000000 Penalty: 5609.821289
	Iteration 16Q: 3 clusters Score -9667262 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -9668454.000000 Penalty: 5609.821289
	Iteration 17Q: 3 clusters Score -9668454 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -9669333.000000 Penalty: 5609.821289
	Iteration 18Q: 3 clusters Score -9669333 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -9670142.000000 Penalty: 5609.821289
	Iteration 19Q: 3 clusters Score -9670142 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -9670702.000000 Penalty: 5609.821289
	Iteration 20F: 3 clusters Score -9670702 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -9671106.000000 Penalty: 5609.821289
	Iteration 21Q: 3 clusters Score -9671106 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9671397.000000 Penalty: 5609.821289
	Iteration 22Q: 3 clusters Score -9671397 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9671576.000000 Penalty: 5609.821289
	Iteration 23Q: 3 clusters Score -9671576 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9671697.000000 Penalty: 5609.821289
	Iteration 24Q: 3 clusters Score -9671697 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9671818.000000 Penalty: 5609.821289
	Iteration 25Q: 3 clusters Score -9671818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9671890.000000 Penalty: 5609.821289
	Iteration 26Q: 3 clusters Score -9671890 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9671946.000000 Penalty: 5609.821289
	Iteration 27Q: 3 clusters Score -9671946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9671985.000000 Penalty: 5609.821289
	Iteration 28Q: 3 clusters Score -9671985 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9672038.000000 Penalty: 5609.821289
	Iteration 29Q: 3 clusters Score -9672038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9672068.000000 Penalty: 5609.821289
	Iteration 30Q: 3 clusters Score -9672068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9672080.000000 Penalty: 5609.821289
	Iteration 31Q: 3 clusters Score -9672080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9672106.000000 Penalty: 5609.821289
	Iteration 32Q: 3 clusters Score -9672106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9672121.000000 Penalty: 5609.821289
	Iteration 33Q: 3 clusters Score -9672121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9672121.000000 Penalty: 5609.821289
	Iteration 34Q: 3 clusters Score -9672121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9672135.000000 Penalty: 5609.821289
	Iteration 35Q: 3 clusters Score -9672135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9672158.000000 Penalty: 5609.821289
	Iteration 36Q: 3 clusters Score -9672158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9672179.000000 Penalty: 5609.821289
	Iteration 37Q: 3 clusters Score -9672179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9672188.000000 Penalty: 5609.821289
	Iteration 38Q: 3 clusters Score -9672188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9672203.000000 Penalty: 5609.821289
	Iteration 39Q: 3 clusters Score -9672203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9672202.000000 Penalty: 5609.821289
	Iteration 40F: 3 clusters Score -9672202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9672223.000000 Penalty: 5609.821289
	Iteration 41Q: 3 clusters Score -9672223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9672239.000000 Penalty: 5609.821289
	Iteration 42Q: 3 clusters Score -9672239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9672260.000000 Penalty: 5609.821289
	Iteration 43Q: 3 clusters Score -9672260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9672251.000000 Penalty: 5609.821289
	Iteration 44Q: 3 clusters Score -9672251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9672253.000000 Penalty: 5609.821289
	Iteration 45Q: 3 clusters Score -9672253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9672247.000000 Penalty: 5609.821289
	Iteration 46Q: 3 clusters Score -9672247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9672260.000000 Penalty: 5609.821289
	Iteration 47Q: 3 clusters Score -9672260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9672271.000000 Penalty: 5609.821289
	Iteration 48Q: 3 clusters Score -9672271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9672275.000000 Penalty: 5609.821289
	Iteration 49Q: 3 clusters Score -9672275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9672282.000000 Penalty: 5609.821289
	Iteration 50Q: 3 clusters Score -9672282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9672283.000000 Penalty: 5609.821289
	Iteration 51Q: 3 clusters Score -9672283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9672286.000000 Penalty: 5609.821289
	Iteration 52Q: 3 clusters Score -9672286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9672289.000000 Penalty: 5609.821289
	Iteration 53Q: 3 clusters Score -9672289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9672286.000000 Penalty: 5609.821289
	Iteration 54Q: 3 clusters Score -9672286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9672293.000000 Penalty: 5609.821289
	Iteration 55Q: 3 clusters Score -9672293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9672293.000000 Penalty: 5609.821289
	Iteration 56F: 3 clusters Score -9672293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Entering Unmasked Estep 
Score: -2424453.500000 Penalty: 2465.851074
	Iteration 0F: 2 clusters Score -2424454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2409777.000000 Penalty: 4931.702148
	Iteration 0F: 3 clusters Score -2409777 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2415035.000000 Penalty: 4931.702148
	Iteration 1F: 3 clusters Score -2415035 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2415568.000000 Penalty: 4931.702148
	Iteration 2F: 3 clusters Score -2415568 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2416040.500000 Penalty: 4931.702148
	Iteration 3F: 3 clusters Score -2416040 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2416434.500000 Penalty: 4931.702148
	Iteration 4Q: 3 clusters Score -2416434 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2416768.000000 Penalty: 4931.702148
	Iteration 5Q: 3 clusters Score -2416768 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2417087.750000 Penalty: 4931.702148
	Iteration 6Q: 3 clusters Score -2417088 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2417430.000000 Penalty: 4931.702148
	Iteration 7Q: 3 clusters Score -2417430 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2417813.000000 Penalty: 4931.702148
	Iteration 8Q: 3 clusters Score -2417813 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2418295.000000 Penalty: 4931.702148
	Iteration 9Q: 3 clusters Score -2418295 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2418766.250000 Penalty: 4931.702148
	Iteration 10Q: 3 clusters Score -2418766 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2419204.000000 Penalty: 4931.702148
	Iteration 11Q: 3 clusters Score -2419204 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2419602.000000 Penalty: 4931.702148
	Iteration 12Q: 3 clusters Score -2419602 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2419922.500000 Penalty: 4931.702148
	Iteration 13Q: 3 clusters Score -2419922 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2420233.000000 Penalty: 4931.702148
	Iteration 14Q: 3 clusters Score -2420233 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2420471.000000 Penalty: 4931.702148
	Iteration 15Q: 3 clusters Score -2420471 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2420652.250000 Penalty: 4931.702148
	Iteration 16Q: 3 clusters Score -2420652 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2420796.500000 Penalty: 4931.702148
	Iteration 17Q: 3 clusters Score -2420796 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2420910.750000 Penalty: 4931.702148
	Iteration 18Q: 3 clusters Score -2420911 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2421039.750000 Penalty: 4931.702148
	Iteration 19Q: 3 clusters Score -2421040 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2421171.000000 Penalty: 4931.702148
	Iteration 20F: 3 clusters Score -2421171 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2421309.500000 Penalty: 4931.702148
	Iteration 21Q: 3 clusters Score -2421310 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2421444.750000 Penalty: 4931.702148
	Iteration 22Q: 3 clusters Score -2421445 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2421578.750000 Penalty: 4931.702148
	Iteration 23Q: 3 clusters Score -2421579 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2421731.250000 Penalty: 4931.702148
	Iteration 24Q: 3 clusters Score -2421731 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2421890.000000 Penalty: 4931.702148
	Iteration 25Q: 3 clusters Score -2421890 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2422050.500000 Penalty: 4931.702148
	Iteration 26Q: 3 clusters Score -2422050 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2422239.250000 Penalty: 4931.702148
	Iteration 27Q: 3 clusters Score -2422239 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2422397.500000 Penalty: 4931.702148
	Iteration 28Q: 3 clusters Score -2422398 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2422538.000000 Penalty: 4931.702148
	Iteration 29Q: 3 clusters Score -2422538 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2422634.750000 Penalty: 4931.702148
	Iteration 30Q: 3 clusters Score -2422635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2422729.250000 Penalty: 4931.702148
	Iteration 31Q: 3 clusters Score -2422729 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2422810.750000 Penalty: 4931.702148
	Iteration 32Q: 3 clusters Score -2422811 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2422860.250000 Penalty: 4931.702148
	Iteration 33Q: 3 clusters Score -2422860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2422902.500000 Penalty: 4931.702148
	Iteration 34Q: 3 clusters Score -2422902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2422924.500000 Penalty: 4931.702148
	Iteration 35Q: 3 clusters Score -2422924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2422948.000000 Penalty: 4931.702148
	Iteration 36Q: 3 clusters Score -2422948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2422951.750000 Penalty: 4931.702148
	Iteration 37Q: 3 clusters Score -2422952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2422960.000000 Penalty: 4931.702148
	Iteration 38Q: 3 clusters Score -2422960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2422964.500000 Penalty: 4931.702148
	Iteration 39Q: 3 clusters Score -2422964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2422972.750000 Penalty: 4931.702148
	Iteration 40F: 3 clusters Score -2422973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2422975.000000 Penalty: 4931.702148
	Iteration 41Q: 3 clusters Score -2422975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2422974.750000 Penalty: 4931.702148
	Iteration 42Q: 3 clusters Score -2422975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2422978.250000 Penalty: 4931.702148
	Iteration 43Q: 3 clusters Score -2422978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2422979.750000 Penalty: 4931.702148
	Iteration 44Q: 3 clusters Score -2422980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2422981.250000 Penalty: 4931.702148
	Iteration 45Q: 3 clusters Score -2422981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2422981.000000 Penalty: 4931.702148
	Iteration 46Q: 3 clusters Score -2422981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2422981.000000 Penalty: 4931.702148
	Iteration 47Q: 3 clusters Score -2422981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2422986.750000 Penalty: 4931.702148
	Iteration 48Q: 3 clusters Score -2422987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2422989.250000 Penalty: 4931.702148
	Iteration 49Q: 3 clusters Score -2422989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2422992.250000 Penalty: 4931.702148
	Iteration 50Q: 3 clusters Score -2422992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2422995.250000 Penalty: 4931.702148
	Iteration 51Q: 3 clusters Score -2422995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2422991.250000 Penalty: 4931.702148
	Iteration 52Q: 3 clusters Score -2422991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2422994.000000 Penalty: 4931.702148
	Iteration 53Q: 3 clusters Score -2422994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2422992.750000 Penalty: 4931.702148
	Iteration 54Q: 3 clusters Score -2422993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2422991.000000 Penalty: 4931.702148
	Iteration 55Q: 3 clusters Score -2422991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2422991.000000 Penalty: 4931.702148
	Iteration 56F: 3 clusters Score -2422991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -436307.062500 Penalty: 2054.556885
	Iteration 0F: 2 clusters Score -436307.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -432574.062500 Penalty: 4109.113770
	Iteration 0F: 3 clusters Score -432574.1 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -433687.812500 Penalty: 4109.113770
	Iteration 1F: 3 clusters Score -433687.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -434144.875000 Penalty: 4109.113770
	Iteration 2F: 3 clusters Score -434144.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -434666.718750 Penalty: 4109.113770
	Iteration 3F: 3 clusters Score -434666.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -435242.125000 Penalty: 4109.113770
	Iteration 4F: 3 clusters Score -435242.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -435667.375000 Penalty: 4109.113770
	Iteration 5F: 3 clusters Score -435667.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -435882.687500 Penalty: 4109.113770
	Iteration 6Q: 3 clusters Score -435882.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -435998.843750 Penalty: 4109.113770
	Iteration 7Q: 3 clusters Score -435998.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -436076.562500 Penalty: 4109.113770
	Iteration 8Q: 3 clusters Score -436076.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -436117.062500 Penalty: 4109.113770
	Iteration 9Q: 3 clusters Score -436117.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -436154.312500 Penalty: 4109.113770
	Iteration 10Q: 3 clusters Score -436154.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -436202.343750 Penalty: 4109.113770
	Iteration 11Q: 3 clusters Score -436202.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -436255.093750 Penalty: 4109.113770
	Iteration 12Q: 3 clusters Score -436255.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -436280.000000 Penalty: 4109.113770
	Iteration 13Q: 3 clusters Score -436280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -436296.406250 Penalty: 4109.113770
	Iteration 14Q: 3 clusters Score -436296.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -436311.812500 Penalty: 4109.113770
	Iteration 15Q: 3 clusters Score -436311.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -436323.625000 Penalty: 4109.113770
	Iteration 16Q: 3 clusters Score -436323.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -436331.437500 Penalty: 4109.113770
	Iteration 17Q: 3 clusters Score -436331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -436344.718750 Penalty: 4109.113770
	Iteration 18Q: 3 clusters Score -436344.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -436375.031250 Penalty: 4109.113770
	Iteration 19Q: 3 clusters Score -436375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -436408.875000 Penalty: 4109.113770
	Iteration 20F: 3 clusters Score -436408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -436421.968750 Penalty: 4109.113770
	Iteration 21Q: 3 clusters Score -436422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -436424.281250 Penalty: 4109.113770
	Iteration 22Q: 3 clusters Score -436424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -436425.218750 Penalty: 4109.113770
	Iteration 23Q: 3 clusters Score -436425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -436425.218750 Penalty: 4109.113770
	Iteration 24F: 3 clusters Score -436425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 170559 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 38916 members 
Mstep: Class 6 contains 15099 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 168638 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113592 members 
Mstep: Class 12 contains 258714 members 
Mstep: Class 13 contains 32693 members 
Mstep: Class 14 contains 170632 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 27852 members 
Mstep: Class 17 contains 81644 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 19 contains 759 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 172676 members 
Mstep: Class 23 contains 28669 members 
Mstep: Class 24 contains 10802 members 
Mstep: Class 25 contains 43790 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 72821 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13827 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14278 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11832 members 
Mstep: Class 36 contains 3203 members 
Entering Unmasked Estep 
Score: -205566000.000000 Penalty: 128518.421875
Splitting cluster 19 changes total score from -205567456.000000 to -205566000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -167492.609375 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -167492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -165296.203125 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -165296.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165828.343750 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -165828.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166128.937500 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -166128.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -166498.984375 Penalty: 3649.347900
	Iteration 3F: 3 clusters Score -166499 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166784.640625 Penalty: 3649.347900
	Iteration 4F: 3 clusters Score -166784.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -166961.437500 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -166961.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167143.203125 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -167143.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -167226.609375 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -167226.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167262.484375 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -167262.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167276.390625 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -167276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167298.421875 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -167298.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167320.937500 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -167320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -167332.625000 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -167332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -167335.062500 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -167335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -167336.593750 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -167336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -167337.062500 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -167337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -167338.187500 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -167338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -167344.656250 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -167344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -167344.656250 Penalty: 3649.347900
	Iteration 18F: 3 clusters Score -167344.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Entering Unmasked Estep 
Score: -2697577.750000 Penalty: 2486.594238
	Iteration 0F: 2 clusters Score -2697578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2681780.250000 Penalty: 4973.188477
	Iteration 0F: 3 clusters Score -2681780 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2687297.000000 Penalty: 4973.188477
	Iteration 1F: 3 clusters Score -2687297 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2687761.500000 Penalty: 4973.188477
	Iteration 2F: 3 clusters Score -2687762 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2688210.000000 Penalty: 4973.188477
	Iteration 3Q: 3 clusters Score -2688210 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2688703.000000 Penalty: 4973.188477
	Iteration 4Q: 3 clusters Score -2688703 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2689332.250000 Penalty: 4973.188477
	Iteration 5F: 3 clusters Score -2689332 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2690097.000000 Penalty: 4973.188477
	Iteration 6F: 3 clusters Score -2690097 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2691090.750000 Penalty: 4973.188477
	Iteration 7F: 3 clusters Score -2691091 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2692225.000000 Penalty: 4973.188477
	Iteration 8F: 3 clusters Score -2692225 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2693211.000000 Penalty: 4973.188477
	Iteration 9F: 3 clusters Score -2693211 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2693942.000000 Penalty: 4973.188477
	Iteration 10Q: 3 clusters Score -2693942 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2694361.250000 Penalty: 4973.188477
	Iteration 11Q: 3 clusters Score -2694361 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2694636.750000 Penalty: 4973.188477
	Iteration 12Q: 3 clusters Score -2694637 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2694804.750000 Penalty: 4973.188477
	Iteration 13Q: 3 clusters Score -2694805 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2694950.000000 Penalty: 4973.188477
	Iteration 14Q: 3 clusters Score -2694950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2695055.750000 Penalty: 4973.188477
	Iteration 15Q: 3 clusters Score -2695056 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2695116.000000 Penalty: 4973.188477
	Iteration 16Q: 3 clusters Score -2695116 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2695170.000000 Penalty: 4973.188477
	Iteration 17Q: 3 clusters Score -2695170 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2695210.500000 Penalty: 4973.188477
	Iteration 18Q: 3 clusters Score -2695210 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2695269.000000 Penalty: 4973.188477
	Iteration 19Q: 3 clusters Score -2695269 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2695314.000000 Penalty: 4973.188477
	Iteration 20F: 3 clusters Score -2695314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2695357.750000 Penalty: 4973.188477
	Iteration 21Q: 3 clusters Score -2695358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2695390.000000 Penalty: 4973.188477
	Iteration 22Q: 3 clusters Score -2695390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2695412.750000 Penalty: 4973.188477
	Iteration 23Q: 3 clusters Score -2695413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2695428.500000 Penalty: 4973.188477
	Iteration 24Q: 3 clusters Score -2695428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2695440.000000 Penalty: 4973.188477
	Iteration 25Q: 3 clusters Score -2695440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2695444.750000 Penalty: 4973.188477
	Iteration 26Q: 3 clusters Score -2695445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2695466.250000 Penalty: 4973.188477
	Iteration 27Q: 3 clusters Score -2695466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2695477.000000 Penalty: 4973.188477
	Iteration 28Q: 3 clusters Score -2695477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2695494.250000 Penalty: 4973.188477
	Iteration 29Q: 3 clusters Score -2695494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2695506.000000 Penalty: 4973.188477
	Iteration 30Q: 3 clusters Score -2695506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2695518.000000 Penalty: 4973.188477
	Iteration 31Q: 3 clusters Score -2695518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2695526.500000 Penalty: 4973.188477
	Iteration 32Q: 3 clusters Score -2695526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2695533.250000 Penalty: 4973.188477
	Iteration 33Q: 3 clusters Score -2695533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2695536.750000 Penalty: 4973.188477
	Iteration 34Q: 3 clusters Score -2695537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2695539.000000 Penalty: 4973.188477
	Iteration 35Q: 3 clusters Score -2695539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2695545.250000 Penalty: 4973.188477
	Iteration 36Q: 3 clusters Score -2695545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2695547.750000 Penalty: 4973.188477
	Iteration 37Q: 3 clusters Score -2695548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2695550.250000 Penalty: 4973.188477
	Iteration 38Q: 3 clusters Score -2695550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2695549.250000 Penalty: 4973.188477
	Iteration 39Q: 3 clusters Score -2695549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2695552.250000 Penalty: 4973.188477
	Iteration 40F: 3 clusters Score -2695552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2695550.000000 Penalty: 4973.188477
	Iteration 41Q: 3 clusters Score -2695550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2695549.500000 Penalty: 4973.188477
	Iteration 42Q: 3 clusters Score -2695550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2695547.000000 Penalty: 4973.188477
	Iteration 43Q: 3 clusters Score -2695547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2695546.250000 Penalty: 4973.188477
	Iteration 44Q: 3 clusters Score -2695546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2695549.250000 Penalty: 4973.188477
	Iteration 45Q: 3 clusters Score -2695549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2695559.000000 Penalty: 4973.188477
	Iteration 46Q: 3 clusters Score -2695559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2695556.500000 Penalty: 4973.188477
	Iteration 47Q: 3 clusters Score -2695556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2695555.750000 Penalty: 4973.188477
	Iteration 48Q: 3 clusters Score -2695556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2695564.250000 Penalty: 4973.188477
	Iteration 49Q: 3 clusters Score -2695564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2695566.500000 Penalty: 4973.188477
	Iteration 50Q: 3 clusters Score -2695566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2695573.250000 Penalty: 4973.188477
	Iteration 51Q: 3 clusters Score -2695573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2695583.500000 Penalty: 4973.188477
	Iteration 52Q: 3 clusters Score -2695584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2695582.000000 Penalty: 4973.188477
	Iteration 53Q: 3 clusters Score -2695582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2695589.250000 Penalty: 4973.188477
	Iteration 54Q: 3 clusters Score -2695589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2695590.500000 Penalty: 4973.188477
	Iteration 55Q: 3 clusters Score -2695590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2695592.500000 Penalty: 4973.188477
	Iteration 56Q: 3 clusters Score -2695592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2695596.250000 Penalty: 4973.188477
	Iteration 57Q: 3 clusters Score -2695596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2695597.500000 Penalty: 4973.188477
	Iteration 58Q: 3 clusters Score -2695598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2695598.000000 Penalty: 4973.188477
	Iteration 59Q: 3 clusters Score -2695598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2695601.000000 Penalty: 4973.188477
	Iteration 60F: 3 clusters Score -2695601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2695609.000000 Penalty: 4973.188477
	Iteration 61Q: 3 clusters Score -2695609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2695616.250000 Penalty: 4973.188477
	Iteration 62Q: 3 clusters Score -2695616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2695612.750000 Penalty: 4973.188477
	Iteration 63Q: 3 clusters Score -2695613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2695611.500000 Penalty: 4973.188477
	Iteration 64Q: 3 clusters Score -2695612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2695616.500000 Penalty: 4973.188477
	Iteration 65Q: 3 clusters Score -2695616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2695619.500000 Penalty: 4973.188477
	Iteration 66Q: 3 clusters Score -2695620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2695622.000000 Penalty: 4973.188477
	Iteration 67Q: 3 clusters Score -2695622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2695620.000000 Penalty: 4973.188477
	Iteration 68Q: 3 clusters Score -2695620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2695619.500000 Penalty: 4973.188477
	Iteration 69Q: 3 clusters Score -2695620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2695620.000000 Penalty: 4973.188477
	Iteration 70Q: 3 clusters Score -2695620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2695623.000000 Penalty: 4973.188477
	Iteration 71Q: 3 clusters Score -2695623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2695625.750000 Penalty: 4973.188477
	Iteration 72Q: 3 clusters Score -2695626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2695629.500000 Penalty: 4973.188477
	Iteration 73Q: 3 clusters Score -2695630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2695629.250000 Penalty: 4973.188477
	Iteration 74Q: 3 clusters Score -2695629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2695630.500000 Penalty: 4973.188477
	Iteration 75Q: 3 clusters Score -2695630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2695636.500000 Penalty: 4973.188477
	Iteration 76Q: 3 clusters Score -2695636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2695638.500000 Penalty: 4973.188477
	Iteration 77Q: 3 clusters Score -2695638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2695635.500000 Penalty: 4973.188477
	Iteration 78Q: 3 clusters Score -2695636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2695638.500000 Penalty: 4973.188477
	Iteration 79Q: 3 clusters Score -2695638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2695637.500000 Penalty: 4973.188477
	Iteration 80F: 3 clusters Score -2695638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2695640.000000 Penalty: 4973.188477
	Iteration 81Q: 3 clusters Score -2695640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2695640.500000 Penalty: 4973.188477
	Iteration 82Q: 3 clusters Score -2695640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2695640.250000 Penalty: 4973.188477
	Iteration 83Q: 3 clusters Score -2695640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2695640.250000 Penalty: 4973.188477
	Iteration 84F: 3 clusters Score -2695640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Entering Unmasked Estep 
Score: -20684970.000000 Penalty: 2990.674805
	Iteration 0F: 2 clusters Score -2.068497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -20570870.000000 Penalty: 5981.349609
	Iteration 0F: 3 clusters Score -2.057087e+07 nChanged 82822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -20619688.000000 Penalty: 5981.349609
	Iteration 1F: 3 clusters Score -2.061969e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -20621106.000000 Penalty: 5981.349609
	Iteration 2Q: 3 clusters Score -2.062111e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -20622782.000000 Penalty: 5981.349609
	Iteration 3Q: 3 clusters Score -2.062278e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -20624988.000000 Penalty: 5981.349609
	Iteration 4Q: 3 clusters Score -2.062499e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -20627754.000000 Penalty: 5981.349609
	Iteration 5Q: 3 clusters Score -2.062775e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -20631456.000000 Penalty: 5981.349609
	Iteration 6Q: 3 clusters Score -2.063146e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -20635980.000000 Penalty: 5981.349609
	Iteration 7F: 3 clusters Score -2.063598e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -20640864.000000 Penalty: 5981.349609
	Iteration 8F: 3 clusters Score -2.064086e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -20645426.000000 Penalty: 5981.349609
	Iteration 9F: 3 clusters Score -2.064543e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -20649468.000000 Penalty: 5981.349609
	Iteration 10Q: 3 clusters Score -2.064947e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -20652802.000000 Penalty: 5981.349609
	Iteration 11Q: 3 clusters Score -2.06528e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 114748 members 
Entering Unmasked Estep 
Score: -20655242.000000 Penalty: 5981.349609
	Iteration 12Q: 3 clusters Score -2.065524e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -20657496.000000 Penalty: 5981.349609
	Iteration 13Q: 3 clusters Score -2.06575e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -20659672.000000 Penalty: 5981.349609
	Iteration 14Q: 3 clusters Score -2.065967e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 128415 members 
Entering Unmasked Estep 
Score: -20661782.000000 Penalty: 5981.349609
	Iteration 15Q: 3 clusters Score -2.066178e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 132886 members 
Entering Unmasked Estep 
Score: -20663782.000000 Penalty: 5981.349609
	Iteration 16Q: 3 clusters Score -2.066378e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 137334 members 
Entering Unmasked Estep 
Score: -20665698.000000 Penalty: 5981.349609
	Iteration 17Q: 3 clusters Score -2.06657e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 141832 members 
Entering Unmasked Estep 
Score: -20667692.000000 Penalty: 5981.349609
	Iteration 18Q: 3 clusters Score -2.066769e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 146190 members 
Entering Unmasked Estep 
Score: -20669742.000000 Penalty: 5981.349609
	Iteration 19Q: 3 clusters Score -2.066974e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 150424 members 
Entering Unmasked Estep 
Score: -20671692.000000 Penalty: 5981.349609
	Iteration 20F: 3 clusters Score -2.067169e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 154540 members 
Entering Unmasked Estep 
Score: -20673702.000000 Penalty: 5981.349609
	Iteration 21Q: 3 clusters Score -2.06737e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 158418 members 
Entering Unmasked Estep 
Score: -20675672.000000 Penalty: 5981.349609
	Iteration 22Q: 3 clusters Score -2.067567e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 161785 members 
Entering Unmasked Estep 
Score: -20677488.000000 Penalty: 5981.349609
	Iteration 23Q: 3 clusters Score -2.067749e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -20679034.000000 Penalty: 5981.349609
	Iteration 24Q: 3 clusters Score -2.067903e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 166909 members 
Entering Unmasked Estep 
Score: -20680188.000000 Penalty: 5981.349609
	Iteration 25Q: 3 clusters Score -2.068019e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -20681148.000000 Penalty: 5981.349609
	Iteration 26Q: 3 clusters Score -2.068115e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -20681744.000000 Penalty: 5981.349609
	Iteration 27Q: 3 clusters Score -2.068174e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 170474 members 
Entering Unmasked Estep 
Score: -20682060.000000 Penalty: 5981.349609
	Iteration 28Q: 3 clusters Score -2.068206e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -20682294.000000 Penalty: 5981.349609
	Iteration 29Q: 3 clusters Score -2.068229e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -20682444.000000 Penalty: 5981.349609
	Iteration 30Q: 3 clusters Score -2.068244e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -20682518.000000 Penalty: 5981.349609
	Iteration 31Q: 3 clusters Score -2.068252e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -20682592.000000 Penalty: 5981.349609
	Iteration 32Q: 3 clusters Score -2.068259e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -20682668.000000 Penalty: 5981.349609
	Iteration 33Q: 3 clusters Score -2.068267e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -20682688.000000 Penalty: 5981.349609
	Iteration 34Q: 3 clusters Score -2.068269e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -20682726.000000 Penalty: 5981.349609
	Iteration 35Q: 3 clusters Score -2.068273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 171945 members 
Entering Unmasked Estep 
Score: -20682794.000000 Penalty: 5981.349609
	Iteration 36Q: 3 clusters Score -2.068279e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 171976 members 
Entering Unmasked Estep 
Score: -20682820.000000 Penalty: 5981.349609
	Iteration 37Q: 3 clusters Score -2.068282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -20682852.000000 Penalty: 5981.349609
	Iteration 38Q: 3 clusters Score -2.068285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 172013 members 
Entering Unmasked Estep 
Score: -20682880.000000 Penalty: 5981.349609
	Iteration 39Q: 3 clusters Score -2.068288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 172028 members 
Entering Unmasked Estep 
Score: -20682890.000000 Penalty: 5981.349609
	Iteration 40F: 3 clusters Score -2.068289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -20682894.000000 Penalty: 5981.349609
	Iteration 41Q: 3 clusters Score -2.068289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172043 members 
Entering Unmasked Estep 
Score: -20682888.000000 Penalty: 5981.349609
	Iteration 42Q: 3 clusters Score -2.068289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -20682876.000000 Penalty: 5981.349609
	Iteration 43Q: 3 clusters Score -2.068288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -20682894.000000 Penalty: 5981.349609
	Iteration 44Q: 3 clusters Score -2.068289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -20682894.000000 Penalty: 5981.349609
	Iteration 45Q: 3 clusters Score -2.068289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 172041 members 
Entering Unmasked Estep 
Score: -20682912.000000 Penalty: 5981.349609
	Iteration 46Q: 3 clusters Score -2.068291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 172041 members 
Entering Unmasked Estep 
Score: -20682912.000000 Penalty: 5981.349609
	Iteration 47Q: 3 clusters Score -2.068291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -20682924.000000 Penalty: 5981.349609
	Iteration 48Q: 3 clusters Score -2.068292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -20682916.000000 Penalty: 5981.349609
	Iteration 49Q: 3 clusters Score -2.068292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 172039 members 
Entering Unmasked Estep 
Score: -20682912.000000 Penalty: 5981.349609
	Iteration 50Q: 3 clusters Score -2.068291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 172039 members 
Entering Unmasked Estep 
Score: -20682908.000000 Penalty: 5981.349609
	Iteration 51Q: 3 clusters Score -2.068291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 172039 members 
Entering Unmasked Estep 
Score: -20682908.000000 Penalty: 5981.349609
	Iteration 52F: 3 clusters Score -2.068291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Entering Unmasked Estep 
Score: -3251541.750000 Penalty: 2545.365723
	Iteration 0F: 2 clusters Score -3251542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3231833.500000 Penalty: 5090.731445
	Iteration 0F: 3 clusters Score -3231834 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3239146.250000 Penalty: 5090.731445
	Iteration 1F: 3 clusters Score -3239146 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3239964.500000 Penalty: 5090.731445
	Iteration 2F: 3 clusters Score -3239964 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3240850.000000 Penalty: 5090.731445
	Iteration 3F: 3 clusters Score -3240850 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3241850.250000 Penalty: 5090.731445
	Iteration 4F: 3 clusters Score -3241850 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3243070.500000 Penalty: 5090.731445
	Iteration 5F: 3 clusters Score -3243070 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3244539.750000 Penalty: 5090.731445
	Iteration 6F: 3 clusters Score -3244540 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3246107.000000 Penalty: 5090.731445
	Iteration 7F: 3 clusters Score -3246107 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3247620.500000 Penalty: 5090.731445
	Iteration 8F: 3 clusters Score -3247620 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3249068.500000 Penalty: 5090.731445
	Iteration 9Q: 3 clusters Score -3249068 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3250491.250000 Penalty: 5090.731445
	Iteration 10Q: 3 clusters Score -3250491 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3251474.500000 Penalty: 5090.731445
	Iteration 11Q: 3 clusters Score -3251474 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3251892.000000 Penalty: 5090.731445
	Iteration 12Q: 3 clusters Score -3251892 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3252054.000000 Penalty: 5090.731445
	Iteration 13Q: 3 clusters Score -3252054 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3252102.250000 Penalty: 5090.731445
	Iteration 14Q: 3 clusters Score -3252102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3252138.250000 Penalty: 5090.731445
	Iteration 15Q: 3 clusters Score -3252138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3252150.750000 Penalty: 5090.731445
	Iteration 16Q: 3 clusters Score -3252151 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3252165.250000 Penalty: 5090.731445
	Iteration 17Q: 3 clusters Score -3252165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3252167.500000 Penalty: 5090.731445
	Iteration 18Q: 3 clusters Score -3252168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3252173.000000 Penalty: 5090.731445
	Iteration 19Q: 3 clusters Score -3252173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3252179.000000 Penalty: 5090.731445
	Iteration 20F: 3 clusters Score -3252179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3252176.250000 Penalty: 5090.731445
	Iteration 21Q: 3 clusters Score -3252176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3252180.250000 Penalty: 5090.731445
	Iteration 22Q: 3 clusters Score -3252180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3252182.500000 Penalty: 5090.731445
	Iteration 23Q: 3 clusters Score -3252182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3252190.750000 Penalty: 5090.731445
	Iteration 24Q: 3 clusters Score -3252191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3252190.250000 Penalty: 5090.731445
	Iteration 25Q: 3 clusters Score -3252190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3252191.250000 Penalty: 5090.731445
	Iteration 26Q: 3 clusters Score -3252191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3252194.750000 Penalty: 5090.731445
	Iteration 27Q: 3 clusters Score -3252195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3252198.250000 Penalty: 5090.731445
	Iteration 28Q: 3 clusters Score -3252198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3252195.750000 Penalty: 5090.731445
	Iteration 29Q: 3 clusters Score -3252196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3252201.250000 Penalty: 5090.731445
	Iteration 30Q: 3 clusters Score -3252201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3252198.000000 Penalty: 5090.731445
	Iteration 31Q: 3 clusters Score -3252198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3252190.500000 Penalty: 5090.731445
	Iteration 32Q: 3 clusters Score -3252190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3252200.000000 Penalty: 5090.731445
	Iteration 33Q: 3 clusters Score -3252200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3252203.000000 Penalty: 5090.731445
	Iteration 34Q: 3 clusters Score -3252203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3252202.000000 Penalty: 5090.731445
	Iteration 35Q: 3 clusters Score -3252202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3252205.500000 Penalty: 5090.731445
	Iteration 36Q: 3 clusters Score -3252206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3252203.500000 Penalty: 5090.731445
	Iteration 37Q: 3 clusters Score -3252204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3252203.500000 Penalty: 5090.731445
	Iteration 38F: 3 clusters Score -3252204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 170559 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 38916 members 
Mstep: Class 6 contains 15099 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 168638 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113592 members 
Mstep: Class 12 contains 258714 members 
Mstep: Class 13 contains 32693 members 
Mstep: Class 14 contains 170632 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 27852 members 
Mstep: Class 17 contains 81644 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 172676 members 
Mstep: Class 23 contains 17783 members 
Mstep: Class 24 contains 10802 members 
Mstep: Class 25 contains 43790 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 72821 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13827 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14278 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11832 members 
Mstep: Class 36 contains 10886 members 
Entering Unmasked Estep 
Score: -205565664.000000 Penalty: 128518.421875
Splitting cluster 23 changes total score from -205567456.000000 to -205565664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Entering Unmasked Estep 
Score: -1182914.250000 Penalty: 2303.296875
	Iteration 0F: 2 clusters Score -1182914 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 5472 members 
Entering Unmasked Estep 
Score: -1174774.125000 Penalty: 4606.593750
	Iteration 0F: 3 clusters Score -1174774 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1177389.625000 Penalty: 4606.593750
	Iteration 1F: 3 clusters Score -1177390 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1177797.125000 Penalty: 4606.593750
	Iteration 2F: 3 clusters Score -1177797 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1178067.125000 Penalty: 4606.593750
	Iteration 3F: 3 clusters Score -1178067 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1178267.875000 Penalty: 4606.593750
	Iteration 4Q: 3 clusters Score -1178268 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1178445.000000 Penalty: 4606.593750
	Iteration 5Q: 3 clusters Score -1178445 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1178621.500000 Penalty: 4606.593750
	Iteration 6Q: 3 clusters Score -1178622 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1178814.500000 Penalty: 4606.593750
	Iteration 7Q: 3 clusters Score -1178814 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1178997.125000 Penalty: 4606.593750
	Iteration 8Q: 3 clusters Score -1178997 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1179235.875000 Penalty: 4606.593750
	Iteration 9Q: 3 clusters Score -1179236 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1179497.625000 Penalty: 4606.593750
	Iteration 10Q: 3 clusters Score -1179498 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1179772.625000 Penalty: 4606.593750
	Iteration 11Q: 3 clusters Score -1179773 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1180061.375000 Penalty: 4606.593750
	Iteration 12Q: 3 clusters Score -1180061 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1180317.375000 Penalty: 4606.593750
	Iteration 13Q: 3 clusters Score -1180317 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1180529.750000 Penalty: 4606.593750
	Iteration 14Q: 3 clusters Score -1180530 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1180691.500000 Penalty: 4606.593750
	Iteration 15Q: 3 clusters Score -1180692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1180811.250000 Penalty: 4606.593750
	Iteration 16Q: 3 clusters Score -1180811 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1180900.500000 Penalty: 4606.593750
	Iteration 17Q: 3 clusters Score -1180900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1180959.375000 Penalty: 4606.593750
	Iteration 18Q: 3 clusters Score -1180959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1181018.625000 Penalty: 4606.593750
	Iteration 19Q: 3 clusters Score -1181019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1181058.875000 Penalty: 4606.593750
	Iteration 20F: 3 clusters Score -1181059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1181090.250000 Penalty: 4606.593750
	Iteration 21Q: 3 clusters Score -1181090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1181115.000000 Penalty: 4606.593750
	Iteration 22Q: 3 clusters Score -1181115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1181134.750000 Penalty: 4606.593750
	Iteration 23Q: 3 clusters Score -1181135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1181143.125000 Penalty: 4606.593750
	Iteration 24Q: 3 clusters Score -1181143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1181150.625000 Penalty: 4606.593750
	Iteration 25Q: 3 clusters Score -1181151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1181156.625000 Penalty: 4606.593750
	Iteration 26Q: 3 clusters Score -1181157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1181160.250000 Penalty: 4606.593750
	Iteration 27Q: 3 clusters Score -1181160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1181164.000000 Penalty: 4606.593750
	Iteration 28Q: 3 clusters Score -1181164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1181169.375000 Penalty: 4606.593750
	Iteration 29Q: 3 clusters Score -1181169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1181179.375000 Penalty: 4606.593750
	Iteration 30Q: 3 clusters Score -1181179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1181189.875000 Penalty: 4606.593750
	Iteration 31Q: 3 clusters Score -1181190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1181193.000000 Penalty: 4606.593750
	Iteration 32Q: 3 clusters Score -1181193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1181196.250000 Penalty: 4606.593750
	Iteration 33Q: 3 clusters Score -1181196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1181204.375000 Penalty: 4606.593750
	Iteration 34Q: 3 clusters Score -1181204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1181205.125000 Penalty: 4606.593750
	Iteration 35Q: 3 clusters Score -1181205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1181206.000000 Penalty: 4606.593750
	Iteration 36Q: 3 clusters Score -1181206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1181206.000000 Penalty: 4606.593750
	Iteration 37F: 3 clusters Score -1181206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Entering Unmasked Estep 
Score: -5159184.500000 Penalty: 2650.415771
	Iteration 0F: 2 clusters Score -5159184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -5129525.500000 Penalty: 5300.831543
	Iteration 0F: 3 clusters Score -5129526 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5140945.500000 Penalty: 5300.831543
	Iteration 1F: 3 clusters Score -5140946 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5141926.500000 Penalty: 5300.831543
	Iteration 2Q: 3 clusters Score -5141926 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -5143278.500000 Penalty: 5300.831543
	Iteration 3F: 3 clusters Score -5143278 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -5145209.500000 Penalty: 5300.831543
	Iteration 4F: 3 clusters Score -5145210 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -5147803.000000 Penalty: 5300.831543
	Iteration 5F: 3 clusters Score -5147803 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -5150898.500000 Penalty: 5300.831543
	Iteration 6F: 3 clusters Score -5150898 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -5153549.500000 Penalty: 5300.831543
	Iteration 7F: 3 clusters Score -5153550 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5155312.500000 Penalty: 5300.831543
	Iteration 8Q: 3 clusters Score -5155312 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5156286.000000 Penalty: 5300.831543
	Iteration 9Q: 3 clusters Score -5156286 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -5156791.000000 Penalty: 5300.831543
	Iteration 10Q: 3 clusters Score -5156791 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -5157093.000000 Penalty: 5300.831543
	Iteration 11Q: 3 clusters Score -5157093 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5157282.500000 Penalty: 5300.831543
	Iteration 12Q: 3 clusters Score -5157282 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -5157341.500000 Penalty: 5300.831543
	Iteration 13Q: 3 clusters Score -5157342 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -5157386.500000 Penalty: 5300.831543
	Iteration 14Q: 3 clusters Score -5157386 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -5157420.500000 Penalty: 5300.831543
	Iteration 15Q: 3 clusters Score -5157420 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -5157434.500000 Penalty: 5300.831543
	Iteration 16Q: 3 clusters Score -5157434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -5157458.500000 Penalty: 5300.831543
	Iteration 17Q: 3 clusters Score -5157458 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -5157464.500000 Penalty: 5300.831543
	Iteration 18Q: 3 clusters Score -5157464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -5157470.500000 Penalty: 5300.831543
	Iteration 19Q: 3 clusters Score -5157470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -5157469.500000 Penalty: 5300.831543
	Iteration 20F: 3 clusters Score -5157470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -5157468.500000 Penalty: 5300.831543
	Iteration 21Q: 3 clusters Score -5157468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5157479.500000 Penalty: 5300.831543
	Iteration 22Q: 3 clusters Score -5157480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -5157499.000000 Penalty: 5300.831543
	Iteration 23Q: 3 clusters Score -5157499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -5157501.000000 Penalty: 5300.831543
	Iteration 24Q: 3 clusters Score -5157501 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5157502.500000 Penalty: 5300.831543
	Iteration 25Q: 3 clusters Score -5157502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -5157508.500000 Penalty: 5300.831543
	Iteration 26Q: 3 clusters Score -5157508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -5157511.000000 Penalty: 5300.831543
	Iteration 27Q: 3 clusters Score -5157511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -5157516.500000 Penalty: 5300.831543
	Iteration 28Q: 3 clusters Score -5157516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -5157514.500000 Penalty: 5300.831543
	Iteration 29Q: 3 clusters Score -5157514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -5157498.500000 Penalty: 5300.831543
	Iteration 30Q: 3 clusters Score -5157498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -5157498.500000 Penalty: 5300.831543
	Iteration 31Q: 3 clusters Score -5157498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -5157498.500000 Penalty: 5300.831543
	Iteration 32Q: 3 clusters Score -5157498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -5157510.000000 Penalty: 5300.831543
	Iteration 33Q: 3 clusters Score -5157510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -5157512.500000 Penalty: 5300.831543
	Iteration 34Q: 3 clusters Score -5157512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -5157518.000000 Penalty: 5300.831543
	Iteration 35Q: 3 clusters Score -5157518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -5157528.500000 Penalty: 5300.831543
	Iteration 36Q: 3 clusters Score -5157528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -5157527.000000 Penalty: 5300.831543
	Iteration 37Q: 3 clusters Score -5157527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5157518.500000 Penalty: 5300.831543
	Iteration 38Q: 3 clusters Score -5157518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -5157521.000000 Penalty: 5300.831543
	Iteration 39Q: 3 clusters Score -5157521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -5157521.500000 Penalty: 5300.831543
	Iteration 40F: 3 clusters Score -5157522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -5157526.000000 Penalty: 5300.831543
	Iteration 41Q: 3 clusters Score -5157526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -5157538.000000 Penalty: 5300.831543
	Iteration 42Q: 3 clusters Score -5157538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -5157546.500000 Penalty: 5300.831543
	Iteration 43Q: 3 clusters Score -5157546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -5157555.500000 Penalty: 5300.831543
	Iteration 44Q: 3 clusters Score -5157556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5157548.000000 Penalty: 5300.831543
	Iteration 45Q: 3 clusters Score -5157548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -5157560.000000 Penalty: 5300.831543
	Iteration 46Q: 3 clusters Score -5157560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5157556.000000 Penalty: 5300.831543
	Iteration 47Q: 3 clusters Score -5157556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -5157558.000000 Penalty: 5300.831543
	Iteration 48Q: 3 clusters Score -5157558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -5157555.000000 Penalty: 5300.831543
	Iteration 49Q: 3 clusters Score -5157555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -5157543.000000 Penalty: 5300.831543
	Iteration 50Q: 3 clusters Score -5157543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -5157547.000000 Penalty: 5300.831543
	Iteration 51Q: 3 clusters Score -5157547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5157549.500000 Penalty: 5300.831543
	Iteration 52Q: 3 clusters Score -5157550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -5157553.000000 Penalty: 5300.831543
	Iteration 53Q: 3 clusters Score -5157553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5157552.500000 Penalty: 5300.831543
	Iteration 54Q: 3 clusters Score -5157552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -5157562.000000 Penalty: 5300.831543
	Iteration 55Q: 3 clusters Score -5157562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -5157571.000000 Penalty: 5300.831543
	Iteration 56Q: 3 clusters Score -5157571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -5157569.500000 Penalty: 5300.831543
	Iteration 57Q: 3 clusters Score -5157570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -5157565.000000 Penalty: 5300.831543
	Iteration 58Q: 3 clusters Score -5157565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -5157558.500000 Penalty: 5300.831543
	Iteration 59Q: 3 clusters Score -5157558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -5157579.500000 Penalty: 5300.831543
	Iteration 60F: 3 clusters Score -5157580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -5157585.500000 Penalty: 5300.831543
	Iteration 61Q: 3 clusters Score -5157586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5157584.000000 Penalty: 5300.831543
	Iteration 62Q: 3 clusters Score -5157584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -5157597.000000 Penalty: 5300.831543
	Iteration 63Q: 3 clusters Score -5157597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -5157591.500000 Penalty: 5300.831543
	Iteration 64Q: 3 clusters Score -5157592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -5157578.500000 Penalty: 5300.831543
	Iteration 65Q: 3 clusters Score -5157578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -5157577.000000 Penalty: 5300.831543
	Iteration 66Q: 3 clusters Score -5157577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -5157578.000000 Penalty: 5300.831543
	Iteration 67Q: 3 clusters Score -5157578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -5157579.000000 Penalty: 5300.831543
	Iteration 68Q: 3 clusters Score -5157579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -5157587.500000 Penalty: 5300.831543
	Iteration 69Q: 3 clusters Score -5157588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -5157588.000000 Penalty: 5300.831543
	Iteration 70Q: 3 clusters Score -5157588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -5157594.000000 Penalty: 5300.831543
	Iteration 71Q: 3 clusters Score -5157594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -5157594.500000 Penalty: 5300.831543
	Iteration 72Q: 3 clusters Score -5157594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -5157597.000000 Penalty: 5300.831543
	Iteration 73Q: 3 clusters Score -5157597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -5157596.500000 Penalty: 5300.831543
	Iteration 74Q: 3 clusters Score -5157596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -5157595.500000 Penalty: 5300.831543
	Iteration 75Q: 3 clusters Score -5157596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -5157603.500000 Penalty: 5300.831543
	Iteration 76Q: 3 clusters Score -5157604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -5157604.000000 Penalty: 5300.831543
	Iteration 77Q: 3 clusters Score -5157604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -5157593.500000 Penalty: 5300.831543
	Iteration 78Q: 3 clusters Score -5157594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -5157586.500000 Penalty: 5300.831543
	Iteration 79Q: 3 clusters Score -5157586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -5157586.500000 Penalty: 5300.831543
	Iteration 80F: 3 clusters Score -5157586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -5157584.500000 Penalty: 5300.831543
	Iteration 81Q: 3 clusters Score -5157584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -5157589.500000 Penalty: 5300.831543
	Iteration 82Q: 3 clusters Score -5157590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -5157576.000000 Penalty: 5300.831543
	Iteration 83Q: 3 clusters Score -5157576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5157584.000000 Penalty: 5300.831543
	Iteration 84Q: 3 clusters Score -5157584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -5157592.500000 Penalty: 5300.831543
	Iteration 85Q: 3 clusters Score -5157592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5157597.000000 Penalty: 5300.831543
	Iteration 86Q: 3 clusters Score -5157597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5157605.500000 Penalty: 5300.831543
	Iteration 87Q: 3 clusters Score -5157606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -5157605.500000 Penalty: 5300.831543
	Iteration 88Q: 3 clusters Score -5157606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -5157607.500000 Penalty: 5300.831543
	Iteration 89Q: 3 clusters Score -5157608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -5157613.500000 Penalty: 5300.831543
	Iteration 90Q: 3 clusters Score -5157614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -5157619.000000 Penalty: 5300.831543
	Iteration 91Q: 3 clusters Score -5157619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -5157625.500000 Penalty: 5300.831543
	Iteration 92Q: 3 clusters Score -5157626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -5157623.500000 Penalty: 5300.831543
	Iteration 93Q: 3 clusters Score -5157624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -5157622.000000 Penalty: 5300.831543
	Iteration 94Q: 3 clusters Score -5157622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -5157627.000000 Penalty: 5300.831543
	Iteration 95Q: 3 clusters Score -5157627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -5157624.000000 Penalty: 5300.831543
	Iteration 96Q: 3 clusters Score -5157624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -5157626.500000 Penalty: 5300.831543
	Iteration 97Q: 3 clusters Score -5157626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -5157626.500000 Penalty: 5300.831543
	Iteration 98Q: 3 clusters Score -5157626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -5157630.500000 Penalty: 5300.831543
	Iteration 99Q: 3 clusters Score -5157630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5157632.500000 Penalty: 5300.831543
	Iteration 100F: 3 clusters Score -5157632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -5157633.500000 Penalty: 5300.831543
	Iteration 101Q: 3 clusters Score -5157634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -5157632.500000 Penalty: 5300.831543
	Iteration 102Q: 3 clusters Score -5157632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -5157635.000000 Penalty: 5300.831543
	Iteration 103Q: 3 clusters Score -5157635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -5157628.500000 Penalty: 5300.831543
	Iteration 104Q: 3 clusters Score -5157628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -5157628.500000 Penalty: 5300.831543
	Iteration 105F: 3 clusters Score -5157628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Entering Unmasked Estep 
Score: -932724.562500 Penalty: 2233.644775
	Iteration 0F: 2 clusters Score -932724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -926212.875000 Penalty: 4467.289551
	Iteration 0F: 3 clusters Score -926212.9 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -927991.062500 Penalty: 4467.289551
	Iteration 1F: 3 clusters Score -927991.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -928326.250000 Penalty: 4467.289551
	Iteration 2F: 3 clusters Score -928326.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -928604.062500 Penalty: 4467.289551
	Iteration 3F: 3 clusters Score -928604.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -928852.562500 Penalty: 4467.289551
	Iteration 4Q: 3 clusters Score -928852.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -929100.500000 Penalty: 4467.289551
	Iteration 5Q: 3 clusters Score -929100.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -929325.250000 Penalty: 4467.289551
	Iteration 6Q: 3 clusters Score -929325.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -929520.062500 Penalty: 4467.289551
	Iteration 7Q: 3 clusters Score -929520.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -929711.062500 Penalty: 4467.289551
	Iteration 8Q: 3 clusters Score -929711.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -929912.437500 Penalty: 4467.289551
	Iteration 9Q: 3 clusters Score -929912.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -930094.875000 Penalty: 4467.289551
	Iteration 10Q: 3 clusters Score -930094.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -930256.250000 Penalty: 4467.289551
	Iteration 11Q: 3 clusters Score -930256.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -930406.187500 Penalty: 4467.289551
	Iteration 12Q: 3 clusters Score -930406.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -930514.687500 Penalty: 4467.289551
	Iteration 13Q: 3 clusters Score -930514.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -930597.125000 Penalty: 4467.289551
	Iteration 14Q: 3 clusters Score -930597.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -930662.312500 Penalty: 4467.289551
	Iteration 15Q: 3 clusters Score -930662.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -930725.062500 Penalty: 4467.289551
	Iteration 16Q: 3 clusters Score -930725.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -930771.062500 Penalty: 4467.289551
	Iteration 17Q: 3 clusters Score -930771.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -930805.812500 Penalty: 4467.289551
	Iteration 18Q: 3 clusters Score -930805.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -930839.250000 Penalty: 4467.289551
	Iteration 19Q: 3 clusters Score -930839.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -930849.312500 Penalty: 4467.289551
	Iteration 20F: 3 clusters Score -930849.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -930859.000000 Penalty: 4467.289551
	Iteration 21Q: 3 clusters Score -930859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -930865.437500 Penalty: 4467.289551
	Iteration 22Q: 3 clusters Score -930865.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -930872.625000 Penalty: 4467.289551
	Iteration 23Q: 3 clusters Score -930872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -930875.750000 Penalty: 4467.289551
	Iteration 24Q: 3 clusters Score -930875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -930879.125000 Penalty: 4467.289551
	Iteration 25Q: 3 clusters Score -930879.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -930884.687500 Penalty: 4467.289551
	Iteration 26Q: 3 clusters Score -930884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -930887.812500 Penalty: 4467.289551
	Iteration 27Q: 3 clusters Score -930887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -930888.312500 Penalty: 4467.289551
	Iteration 28Q: 3 clusters Score -930888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -930890.437500 Penalty: 4467.289551
	Iteration 29Q: 3 clusters Score -930890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -930894.187500 Penalty: 4467.289551
	Iteration 30Q: 3 clusters Score -930894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -930898.500000 Penalty: 4467.289551
	Iteration 31Q: 3 clusters Score -930898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -930902.437500 Penalty: 4467.289551
	Iteration 32Q: 3 clusters Score -930902.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -930904.687500 Penalty: 4467.289551
	Iteration 33Q: 3 clusters Score -930904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -930906.250000 Penalty: 4467.289551
	Iteration 34Q: 3 clusters Score -930906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -930907.625000 Penalty: 4467.289551
	Iteration 35Q: 3 clusters Score -930907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -930911.062500 Penalty: 4467.289551
	Iteration 36Q: 3 clusters Score -930911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -930912.062500 Penalty: 4467.289551
	Iteration 37Q: 3 clusters Score -930912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -930914.187500 Penalty: 4467.289551
	Iteration 38Q: 3 clusters Score -930914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -930914.562500 Penalty: 4467.289551
	Iteration 39Q: 3 clusters Score -930914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -930915.375000 Penalty: 4467.289551
	Iteration 40F: 3 clusters Score -930915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Entering Unmasked Estep 
Score: -8727312.000000 Penalty: 2776.548340
	Iteration 0F: 2 clusters Score -8727312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -8678577.000000 Penalty: 5553.096680
	Iteration 0F: 3 clusters Score -8678577 nChanged 33947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -8697576.000000 Penalty: 5553.096680
	Iteration 1F: 3 clusters Score -8697576 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -8698175.000000 Penalty: 5553.096680
	Iteration 2Q: 3 clusters Score -8698175 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -8698745.000000 Penalty: 5553.096680
	Iteration 3Q: 3 clusters Score -8698745 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -8699267.000000 Penalty: 5553.096680
	Iteration 4Q: 3 clusters Score -8699267 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8699883.000000 Penalty: 5553.096680
	Iteration 5Q: 3 clusters Score -8699883 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -8700748.000000 Penalty: 5553.096680
	Iteration 6Q: 3 clusters Score -8700748 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8701895.000000 Penalty: 5553.096680
	Iteration 7Q: 3 clusters Score -8701895 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8703445.000000 Penalty: 5553.096680
	Iteration 8Q: 3 clusters Score -8703445 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -8705620.000000 Penalty: 5553.096680
	Iteration 9F: 3 clusters Score -8705620 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -8708381.000000 Penalty: 5553.096680
	Iteration 10F: 3 clusters Score -8708381 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -8712075.000000 Penalty: 5553.096680
	Iteration 11F: 3 clusters Score -8712075 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -8716040.000000 Penalty: 5553.096680
	Iteration 12F: 3 clusters Score -8716040 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -8719341.000000 Penalty: 5553.096680
	Iteration 13F: 3 clusters Score -8719341 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -8721607.000000 Penalty: 5553.096680
	Iteration 14Q: 3 clusters Score -8721607 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -8723040.000000 Penalty: 5553.096680
	Iteration 15Q: 3 clusters Score -8723040 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -8723950.000000 Penalty: 5553.096680
	Iteration 16Q: 3 clusters Score -8723950 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -8724392.000000 Penalty: 5553.096680
	Iteration 17Q: 3 clusters Score -8724392 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -8724633.000000 Penalty: 5553.096680
	Iteration 18Q: 3 clusters Score -8724633 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -8724779.000000 Penalty: 5553.096680
	Iteration 19Q: 3 clusters Score -8724779 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -8724841.000000 Penalty: 5553.096680
	Iteration 20F: 3 clusters Score -8724841 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -8724873.000000 Penalty: 5553.096680
	Iteration 21Q: 3 clusters Score -8724873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -8724925.000000 Penalty: 5553.096680
	Iteration 22Q: 3 clusters Score -8724925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8724953.000000 Penalty: 5553.096680
	Iteration 23Q: 3 clusters Score -8724953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -8724981.000000 Penalty: 5553.096680
	Iteration 24Q: 3 clusters Score -8724981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -8724998.000000 Penalty: 5553.096680
	Iteration 25Q: 3 clusters Score -8724998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -8725007.000000 Penalty: 5553.096680
	Iteration 26Q: 3 clusters Score -8725007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -8725014.000000 Penalty: 5553.096680
	Iteration 27Q: 3 clusters Score -8725014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -8725018.000000 Penalty: 5553.096680
	Iteration 28Q: 3 clusters Score -8725018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -8725023.000000 Penalty: 5553.096680
	Iteration 29Q: 3 clusters Score -8725023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -8725014.000000 Penalty: 5553.096680
	Iteration 30Q: 3 clusters Score -8725014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -8725033.000000 Penalty: 5553.096680
	Iteration 31Q: 3 clusters Score -8725033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -8725028.000000 Penalty: 5553.096680
	Iteration 32Q: 3 clusters Score -8725028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -8725035.000000 Penalty: 5553.096680
	Iteration 33Q: 3 clusters Score -8725035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -8725040.000000 Penalty: 5553.096680
	Iteration 34Q: 3 clusters Score -8725040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -8725044.000000 Penalty: 5553.096680
	Iteration 35Q: 3 clusters Score -8725044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -8725044.000000 Penalty: 5553.096680
	Iteration 36Q: 3 clusters Score -8725044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -8725055.000000 Penalty: 5553.096680
	Iteration 37Q: 3 clusters Score -8725055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -8725049.000000 Penalty: 5553.096680
	Iteration 38Q: 3 clusters Score -8725049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -8725048.000000 Penalty: 5553.096680
	Iteration 39Q: 3 clusters Score -8725048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -8725048.000000 Penalty: 5553.096680
	Iteration 40F: 3 clusters Score -8725048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -525060.125000 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -525060.1 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 2406 members 
Entering Unmasked Estep 
Score: -520675.187500 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -520675.2 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -521854.906250 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -521854.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -522165.125000 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -522165.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -522397.250000 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -522397.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -522563.312500 Penalty: 4202.105469
	Iteration 4F: 3 clusters Score -522563.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -522694.875000 Penalty: 4202.105469
	Iteration 5Q: 3 clusters Score -522694.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -522793.968750 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -522794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -522871.531250 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -522871.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -522926.625000 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -522926.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -522967.343750 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -522967.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -522996.781250 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -522996.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -523022.562500 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -523022.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -523043.437500 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -523043.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -523057.125000 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -523057.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -523074.343750 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -523074.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -523091.750000 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -523091.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -523104.500000 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -523104.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -523119.125000 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -523119.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -523128.593750 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -523128.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -523134.156250 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -523134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -523136.562500 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -523136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -523139.218750 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -523139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -523142.031250 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -523142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -523144.218750 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -523144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -523146.000000 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -523146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -523147.312500 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -523147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -523148.656250 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -523148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -523149.906250 Penalty: 4202.105469
	Iteration 27Q: 3 clusters Score -523149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -523151.781250 Penalty: 4202.105469
	Iteration 28Q: 3 clusters Score -523151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -523152.218750 Penalty: 4202.105469
	Iteration 29Q: 3 clusters Score -523152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -523153.000000 Penalty: 4202.105469
	Iteration 30Q: 3 clusters Score -523153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -523153.000000 Penalty: 4202.105469
	Iteration 31F: 3 clusters Score -523153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -646774.562500 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -646774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -641887.250000 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -641887.2 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -643058.187500 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -643058.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -643329.187500 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -643329.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -643542.187500 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -643542.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -643715.500000 Penalty: 4273.062500
	Iteration 4Q: 3 clusters Score -643715.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -643862.437500 Penalty: 4273.062500
	Iteration 5Q: 3 clusters Score -643862.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -643986.687500 Penalty: 4273.062500
	Iteration 6Q: 3 clusters Score -643986.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -644092.562500 Penalty: 4273.062500
	Iteration 7Q: 3 clusters Score -644092.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -644189.437500 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -644189.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -644294.687500 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -644294.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -644399.437500 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -644399.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -644504.375000 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -644504.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -644587.312500 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -644587.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -644657.125000 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -644657.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -644708.437500 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -644708.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -644746.562500 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -644746.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -644771.000000 Penalty: 4273.062500
	Iteration 16Q: 3 clusters Score -644771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -644799.625000 Penalty: 4273.062500
	Iteration 17Q: 3 clusters Score -644799.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -644830.750000 Penalty: 4273.062500
	Iteration 18Q: 3 clusters Score -644830.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -644861.750000 Penalty: 4273.062500
	Iteration 19Q: 3 clusters Score -644861.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -644880.125000 Penalty: 4273.062500
	Iteration 20F: 3 clusters Score -644880.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -644894.625000 Penalty: 4273.062500
	Iteration 21Q: 3 clusters Score -644894.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -644904.312500 Penalty: 4273.062500
	Iteration 22Q: 3 clusters Score -644904.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -644915.687500 Penalty: 4273.062500
	Iteration 23Q: 3 clusters Score -644915.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -644927.062500 Penalty: 4273.062500
	Iteration 24Q: 3 clusters Score -644927.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -644933.125000 Penalty: 4273.062500
	Iteration 25Q: 3 clusters Score -644933.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -644941.312500 Penalty: 4273.062500
	Iteration 26Q: 3 clusters Score -644941.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -644947.000000 Penalty: 4273.062500
	Iteration 27Q: 3 clusters Score -644947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -644954.187500 Penalty: 4273.062500
	Iteration 28Q: 3 clusters Score -644954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -644956.937500 Penalty: 4273.062500
	Iteration 29Q: 3 clusters Score -644956.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -644960.000000 Penalty: 4273.062500
	Iteration 30Q: 3 clusters Score -644960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -644963.250000 Penalty: 4273.062500
	Iteration 31Q: 3 clusters Score -644963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -644968.187500 Penalty: 4273.062500
	Iteration 32Q: 3 clusters Score -644968.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -644972.187500 Penalty: 4273.062500
	Iteration 33Q: 3 clusters Score -644972.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -644975.625000 Penalty: 4273.062500
	Iteration 34Q: 3 clusters Score -644975.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -644981.562500 Penalty: 4273.062500
	Iteration 35Q: 3 clusters Score -644981.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -644989.250000 Penalty: 4273.062500
	Iteration 36Q: 3 clusters Score -644989.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -644998.687500 Penalty: 4273.062500
	Iteration 37Q: 3 clusters Score -644998.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -645006.250000 Penalty: 4273.062500
	Iteration 38Q: 3 clusters Score -645006.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -645014.375000 Penalty: 4273.062500
	Iteration 39Q: 3 clusters Score -645014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -645020.562500 Penalty: 4273.062500
	Iteration 40F: 3 clusters Score -645020.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -645023.500000 Penalty: 4273.062500
	Iteration 41Q: 3 clusters Score -645023.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -645030.687500 Penalty: 4273.062500
	Iteration 42Q: 3 clusters Score -645030.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -645031.375000 Penalty: 4273.062500
	Iteration 43Q: 3 clusters Score -645031.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -645036.000000 Penalty: 4273.062500
	Iteration 44Q: 3 clusters Score -645036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -645046.937500 Penalty: 4273.062500
	Iteration 45Q: 3 clusters Score -645046.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -645055.375000 Penalty: 4273.062500
	Iteration 46Q: 3 clusters Score -645055.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -645068.437500 Penalty: 4273.062500
	Iteration 47Q: 3 clusters Score -645068.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -645080.562500 Penalty: 4273.062500
	Iteration 48Q: 3 clusters Score -645080.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -645094.750000 Penalty: 4273.062500
	Iteration 49Q: 3 clusters Score -645094.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -645110.312500 Penalty: 4273.062500
	Iteration 50Q: 3 clusters Score -645110.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -645126.062500 Penalty: 4273.062500
	Iteration 51Q: 3 clusters Score -645126.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -645138.937500 Penalty: 4273.062500
	Iteration 52Q: 3 clusters Score -645138.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -645148.375000 Penalty: 4273.062500
	Iteration 53Q: 3 clusters Score -645148.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -645158.312500 Penalty: 4273.062500
	Iteration 54Q: 3 clusters Score -645158.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -645167.000000 Penalty: 4273.062500
	Iteration 55Q: 3 clusters Score -645167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -645176.187500 Penalty: 4273.062500
	Iteration 56Q: 3 clusters Score -645176.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -645180.937500 Penalty: 4273.062500
	Iteration 57Q: 3 clusters Score -645180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -645187.312500 Penalty: 4273.062500
	Iteration 58Q: 3 clusters Score -645187.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -645193.187500 Penalty: 4273.062500
	Iteration 59Q: 3 clusters Score -645193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -645199.062500 Penalty: 4273.062500
	Iteration 60F: 3 clusters Score -645199.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -645207.250000 Penalty: 4273.062500
	Iteration 61Q: 3 clusters Score -645207.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -645214.625000 Penalty: 4273.062500
	Iteration 62Q: 3 clusters Score -645214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -645217.875000 Penalty: 4273.062500
	Iteration 63Q: 3 clusters Score -645217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -645221.187500 Penalty: 4273.062500
	Iteration 64Q: 3 clusters Score -645221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -645222.687500 Penalty: 4273.062500
	Iteration 65Q: 3 clusters Score -645222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -645225.687500 Penalty: 4273.062500
	Iteration 66Q: 3 clusters Score -645225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -645229.250000 Penalty: 4273.062500
	Iteration 67Q: 3 clusters Score -645229.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -645230.125000 Penalty: 4273.062500
	Iteration 68Q: 3 clusters Score -645230.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -645233.750000 Penalty: 4273.062500
	Iteration 69Q: 3 clusters Score -645233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -645236.812500 Penalty: 4273.062500
	Iteration 70Q: 3 clusters Score -645236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -645240.125000 Penalty: 4273.062500
	Iteration 71Q: 3 clusters Score -645240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -645239.687500 Penalty: 4273.062500
	Iteration 72Q: 3 clusters Score -645239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -645242.687500 Penalty: 4273.062500
	Iteration 73Q: 3 clusters Score -645242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -645243.500000 Penalty: 4273.062500
	Iteration 74Q: 3 clusters Score -645243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -645243.500000 Penalty: 4273.062500
	Iteration 75Q: 3 clusters Score -645243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -645245.000000 Penalty: 4273.062500
	Iteration 76Q: 3 clusters Score -645245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -645246.187500 Penalty: 4273.062500
	Iteration 77Q: 3 clusters Score -645246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -645246.125000 Penalty: 4273.062500
	Iteration 78Q: 3 clusters Score -645246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -645246.875000 Penalty: 4273.062500
	Iteration 79Q: 3 clusters Score -645246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -645247.687500 Penalty: 4273.062500
	Iteration 80F: 3 clusters Score -645247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -645248.875000 Penalty: 4273.062500
	Iteration 81Q: 3 clusters Score -645248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -645249.625000 Penalty: 4273.062500
	Iteration 82Q: 3 clusters Score -645249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -645250.500000 Penalty: 4273.062500
	Iteration 83Q: 3 clusters Score -645250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -645251.187500 Penalty: 4273.062500
	Iteration 84Q: 3 clusters Score -645251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -645252.125000 Penalty: 4273.062500
	Iteration 85Q: 3 clusters Score -645252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -645251.687500 Penalty: 4273.062500
	Iteration 86Q: 3 clusters Score -645251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -645251.687500 Penalty: 4273.062500
	Iteration 87F: 3 clusters Score -645251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Entering Unmasked Estep 
Score: -1538046.000000 Penalty: 2364.525879
	Iteration 0F: 2 clusters Score -1538046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1527949.250000 Penalty: 4729.051758
	Iteration 0F: 3 clusters Score -1527949 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1531628.750000 Penalty: 4729.051758
	Iteration 1F: 3 clusters Score -1531629 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1532760.625000 Penalty: 4729.051758
	Iteration 2F: 3 clusters Score -1532761 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1533718.750000 Penalty: 4729.051758
	Iteration 3F: 3 clusters Score -1533719 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1534490.250000 Penalty: 4729.051758
	Iteration 4F: 3 clusters Score -1534490 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1535057.250000 Penalty: 4729.051758
	Iteration 5F: 3 clusters Score -1535057 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1535517.500000 Penalty: 4729.051758
	Iteration 6F: 3 clusters Score -1535518 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1535875.125000 Penalty: 4729.051758
	Iteration 7Q: 3 clusters Score -1535875 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1536191.125000 Penalty: 4729.051758
	Iteration 8Q: 3 clusters Score -1536191 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1536457.875000 Penalty: 4729.051758
	Iteration 9Q: 3 clusters Score -1536458 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1536647.250000 Penalty: 4729.051758
	Iteration 10Q: 3 clusters Score -1536647 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1536810.875000 Penalty: 4729.051758
	Iteration 11Q: 3 clusters Score -1536811 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1536945.125000 Penalty: 4729.051758
	Iteration 12Q: 3 clusters Score -1536945 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1537032.625000 Penalty: 4729.051758
	Iteration 13Q: 3 clusters Score -1537033 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1537120.500000 Penalty: 4729.051758
	Iteration 14Q: 3 clusters Score -1537120 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1537193.250000 Penalty: 4729.051758
	Iteration 15Q: 3 clusters Score -1537193 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1537255.000000 Penalty: 4729.051758
	Iteration 16Q: 3 clusters Score -1537255 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1537313.750000 Penalty: 4729.051758
	Iteration 17Q: 3 clusters Score -1537314 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1537369.375000 Penalty: 4729.051758
	Iteration 18Q: 3 clusters Score -1537369 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1537416.000000 Penalty: 4729.051758
	Iteration 19Q: 3 clusters Score -1537416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1537446.750000 Penalty: 4729.051758
	Iteration 20F: 3 clusters Score -1537447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1537464.500000 Penalty: 4729.051758
	Iteration 21Q: 3 clusters Score -1537464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1537479.500000 Penalty: 4729.051758
	Iteration 22Q: 3 clusters Score -1537480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1537502.250000 Penalty: 4729.051758
	Iteration 23Q: 3 clusters Score -1537502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1537512.375000 Penalty: 4729.051758
	Iteration 24Q: 3 clusters Score -1537512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1537523.500000 Penalty: 4729.051758
	Iteration 25Q: 3 clusters Score -1537524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1537537.250000 Penalty: 4729.051758
	Iteration 26Q: 3 clusters Score -1537537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1537541.500000 Penalty: 4729.051758
	Iteration 27Q: 3 clusters Score -1537542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1537550.375000 Penalty: 4729.051758
	Iteration 28Q: 3 clusters Score -1537550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1537554.375000 Penalty: 4729.051758
	Iteration 29Q: 3 clusters Score -1537554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1537563.125000 Penalty: 4729.051758
	Iteration 30Q: 3 clusters Score -1537563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1537567.500000 Penalty: 4729.051758
	Iteration 31Q: 3 clusters Score -1537568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1537574.375000 Penalty: 4729.051758
	Iteration 32Q: 3 clusters Score -1537574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1537578.875000 Penalty: 4729.051758
	Iteration 33Q: 3 clusters Score -1537579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1537581.875000 Penalty: 4729.051758
	Iteration 34Q: 3 clusters Score -1537582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1537584.125000 Penalty: 4729.051758
	Iteration 35Q: 3 clusters Score -1537584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1537590.500000 Penalty: 4729.051758
	Iteration 36Q: 3 clusters Score -1537590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1537591.375000 Penalty: 4729.051758
	Iteration 37Q: 3 clusters Score -1537591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1537591.875000 Penalty: 4729.051758
	Iteration 38Q: 3 clusters Score -1537592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1537594.500000 Penalty: 4729.051758
	Iteration 39Q: 3 clusters Score -1537594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1537599.500000 Penalty: 4729.051758
	Iteration 40F: 3 clusters Score -1537600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1537605.125000 Penalty: 4729.051758
	Iteration 41Q: 3 clusters Score -1537605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1537605.625000 Penalty: 4729.051758
	Iteration 42Q: 3 clusters Score -1537606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1537609.750000 Penalty: 4729.051758
	Iteration 43Q: 3 clusters Score -1537610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1537615.250000 Penalty: 4729.051758
	Iteration 44Q: 3 clusters Score -1537615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1537616.625000 Penalty: 4729.051758
	Iteration 45Q: 3 clusters Score -1537617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1537619.000000 Penalty: 4729.051758
	Iteration 46Q: 3 clusters Score -1537619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1537619.500000 Penalty: 4729.051758
	Iteration 47Q: 3 clusters Score -1537620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1537620.875000 Penalty: 4729.051758
	Iteration 48Q: 3 clusters Score -1537621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1537618.750000 Penalty: 4729.051758
	Iteration 49Q: 3 clusters Score -1537619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1537621.125000 Penalty: 4729.051758
	Iteration 50Q: 3 clusters Score -1537621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1537619.625000 Penalty: 4729.051758
	Iteration 51Q: 3 clusters Score -1537620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1537622.625000 Penalty: 4729.051758
	Iteration 52Q: 3 clusters Score -1537623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1537624.250000 Penalty: 4729.051758
	Iteration 53Q: 3 clusters Score -1537624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1537621.500000 Penalty: 4729.051758
	Iteration 54Q: 3 clusters Score -1537622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1537623.500000 Penalty: 4729.051758
	Iteration 55Q: 3 clusters Score -1537624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1537625.000000 Penalty: 4729.051758
	Iteration 56Q: 3 clusters Score -1537625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1537627.375000 Penalty: 4729.051758
	Iteration 57Q: 3 clusters Score -1537627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1537626.500000 Penalty: 4729.051758
	Iteration 58Q: 3 clusters Score -1537626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1537627.375000 Penalty: 4729.051758
	Iteration 59Q: 3 clusters Score -1537627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1537627.250000 Penalty: 4729.051758
	Iteration 60F: 3 clusters Score -1537627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1537627.250000 Penalty: 4729.051758
	Iteration 61Q: 3 clusters Score -1537627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1537627.750000 Penalty: 4729.051758
	Iteration 62Q: 3 clusters Score -1537628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1537629.125000 Penalty: 4729.051758
	Iteration 63Q: 3 clusters Score -1537629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1537628.750000 Penalty: 4729.051758
	Iteration 64Q: 3 clusters Score -1537629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1537628.375000 Penalty: 4729.051758
	Iteration 65Q: 3 clusters Score -1537628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1537628.375000 Penalty: 4729.051758
	Iteration 66F: 3 clusters Score -1537628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25731.076172 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25731.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25832.820312 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25832.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25859.484375 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25859.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25867.791016 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -25867.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25871.867188 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -25871.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25871.867188 Penalty: 2769.414062
	Iteration 5F: 3 clusters Score -25871.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113108.921875 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -113108.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113998.085938 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113998.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114669.226562 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -114669.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114938.078125 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -114938.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -115058.117188 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -115058.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -115145.203125 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -115145.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -115303.539062 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -115303.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -115648.000000 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -115648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -115853.757812 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -115853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -115870.679688 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -115870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -115870.679688 Penalty: 3466.252930
	Iteration 10F: 3 clusters Score -115870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 170559 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 38916 members 
Mstep: Class 6 contains 15099 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 168638 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113592 members 
Mstep: Class 12 contains 258714 members 
Mstep: Class 13 contains 32693 members 
Mstep: Class 14 contains 170632 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 27852 members 
Mstep: Class 17 contains 81644 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 172676 members 
Mstep: Class 23 contains 28669 members 
Mstep: Class 24 contains 10802 members 
Mstep: Class 25 contains 43790 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 72821 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13827 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 830 members 
Mstep: Class 33 contains 14278 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11832 members 
Mstep: Class 36 contains 254 members 
Entering Unmasked Estep 
Score: -205566368.000000 Penalty: 128518.421875
Splitting cluster 32 changes total score from -205567456.000000 to -205566368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (14278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Entering Unmasked Estep 
Score: -1627687.125000 Penalty: 2372.485840
	Iteration 0F: 2 clusters Score -1627687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1617282.000000 Penalty: 4744.971680
	Iteration 0F: 3 clusters Score -1617282 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1620714.500000 Penalty: 4744.971680
	Iteration 1F: 3 clusters Score -1620714 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1621222.375000 Penalty: 4744.971680
	Iteration 2F: 3 clusters Score -1621222 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1621745.250000 Penalty: 4744.971680
	Iteration 3F: 3 clusters Score -1621745 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1622283.375000 Penalty: 4744.971680
	Iteration 4F: 3 clusters Score -1622283 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1622860.750000 Penalty: 4744.971680
	Iteration 5F: 3 clusters Score -1622861 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1623463.125000 Penalty: 4744.971680
	Iteration 6F: 3 clusters Score -1623463 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1624066.750000 Penalty: 4744.971680
	Iteration 7F: 3 clusters Score -1624067 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1624589.625000 Penalty: 4744.971680
	Iteration 8Q: 3 clusters Score -1624590 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1625045.625000 Penalty: 4744.971680
	Iteration 9Q: 3 clusters Score -1625046 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1625397.750000 Penalty: 4744.971680
	Iteration 10Q: 3 clusters Score -1625398 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1625638.750000 Penalty: 4744.971680
	Iteration 11Q: 3 clusters Score -1625639 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1625845.875000 Penalty: 4744.971680
	Iteration 12Q: 3 clusters Score -1625846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1626024.875000 Penalty: 4744.971680
	Iteration 13Q: 3 clusters Score -1626025 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1626155.375000 Penalty: 4744.971680
	Iteration 14Q: 3 clusters Score -1626155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1626237.750000 Penalty: 4744.971680
	Iteration 15Q: 3 clusters Score -1626238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1626303.125000 Penalty: 4744.971680
	Iteration 16Q: 3 clusters Score -1626303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1626338.125000 Penalty: 4744.971680
	Iteration 17Q: 3 clusters Score -1626338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1626373.625000 Penalty: 4744.971680
	Iteration 18Q: 3 clusters Score -1626374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1626392.500000 Penalty: 4744.971680
	Iteration 19Q: 3 clusters Score -1626392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1626404.250000 Penalty: 4744.971680
	Iteration 20F: 3 clusters Score -1626404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1626409.125000 Penalty: 4744.971680
	Iteration 21Q: 3 clusters Score -1626409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1626410.625000 Penalty: 4744.971680
	Iteration 22Q: 3 clusters Score -1626411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1626410.250000 Penalty: 4744.971680
	Iteration 23Q: 3 clusters Score -1626410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1626414.375000 Penalty: 4744.971680
	Iteration 24Q: 3 clusters Score -1626414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1626413.625000 Penalty: 4744.971680
	Iteration 25Q: 3 clusters Score -1626414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1626412.750000 Penalty: 4744.971680
	Iteration 26Q: 3 clusters Score -1626413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1626412.750000 Penalty: 4744.971680
	Iteration 27F: 3 clusters Score -1626413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Entering Unmasked Estep 
Score: -3279544.250000 Penalty: 2542.914307
	Iteration 0F: 2 clusters Score -3279544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3259929.000000 Penalty: 5085.828613
	Iteration 0F: 3 clusters Score -3259929 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3266941.250000 Penalty: 5085.828613
	Iteration 1F: 3 clusters Score -3266941 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3267401.750000 Penalty: 5085.828613
	Iteration 2Q: 3 clusters Score -3267402 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3267753.000000 Penalty: 5085.828613
	Iteration 3Q: 3 clusters Score -3267753 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3268080.500000 Penalty: 5085.828613
	Iteration 4Q: 3 clusters Score -3268080 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3268424.750000 Penalty: 5085.828613
	Iteration 5Q: 3 clusters Score -3268425 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3268880.500000 Penalty: 5085.828613
	Iteration 6Q: 3 clusters Score -3268880 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3269537.000000 Penalty: 5085.828613
	Iteration 7Q: 3 clusters Score -3269537 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3270466.750000 Penalty: 5085.828613
	Iteration 8F: 3 clusters Score -3270467 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3271656.250000 Penalty: 5085.828613
	Iteration 9F: 3 clusters Score -3271656 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3273190.000000 Penalty: 5085.828613
	Iteration 10F: 3 clusters Score -3273190 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3274720.750000 Penalty: 5085.828613
	Iteration 11F: 3 clusters Score -3274721 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3275764.250000 Penalty: 5085.828613
	Iteration 12Q: 3 clusters Score -3275764 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3276409.250000 Penalty: 5085.828613
	Iteration 13Q: 3 clusters Score -3276409 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3276786.750000 Penalty: 5085.828613
	Iteration 14Q: 3 clusters Score -3276787 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3276972.000000 Penalty: 5085.828613
	Iteration 15Q: 3 clusters Score -3276972 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3277080.750000 Penalty: 5085.828613
	Iteration 16Q: 3 clusters Score -3277081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3277168.000000 Penalty: 5085.828613
	Iteration 17Q: 3 clusters Score -3277168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3277215.500000 Penalty: 5085.828613
	Iteration 18Q: 3 clusters Score -3277216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3277252.250000 Penalty: 5085.828613
	Iteration 19Q: 3 clusters Score -3277252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3277274.250000 Penalty: 5085.828613
	Iteration 20F: 3 clusters Score -3277274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3277282.000000 Penalty: 5085.828613
	Iteration 21Q: 3 clusters Score -3277282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3277296.750000 Penalty: 5085.828613
	Iteration 22Q: 3 clusters Score -3277297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3277306.250000 Penalty: 5085.828613
	Iteration 23Q: 3 clusters Score -3277306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3277305.000000 Penalty: 5085.828613
	Iteration 24Q: 3 clusters Score -3277305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3277306.500000 Penalty: 5085.828613
	Iteration 25Q: 3 clusters Score -3277306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3277315.250000 Penalty: 5085.828613
	Iteration 26Q: 3 clusters Score -3277315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3277322.500000 Penalty: 5085.828613
	Iteration 27Q: 3 clusters Score -3277322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3277322.500000 Penalty: 5085.828613
	Iteration 28Q: 3 clusters Score -3277322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3277333.250000 Penalty: 5085.828613
	Iteration 29Q: 3 clusters Score -3277333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3277330.250000 Penalty: 5085.828613
	Iteration 30Q: 3 clusters Score -3277330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3277332.500000 Penalty: 5085.828613
	Iteration 31Q: 3 clusters Score -3277332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3277332.500000 Penalty: 5085.828613
	Iteration 32F: 3 clusters Score -3277332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Entering Unmasked Estep 
Score: -1322151.125000 Penalty: 2325.883545
	Iteration 0F: 2 clusters Score -1322151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1313284.125000 Penalty: 4651.767090
	Iteration 0F: 3 clusters Score -1313284 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1316151.125000 Penalty: 4651.767090
	Iteration 1F: 3 clusters Score -1316151 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1316513.000000 Penalty: 4651.767090
	Iteration 2F: 3 clusters Score -1316513 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1316833.625000 Penalty: 4651.767090
	Iteration 3F: 3 clusters Score -1316834 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1317115.500000 Penalty: 4651.767090
	Iteration 4Q: 3 clusters Score -1317116 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1317335.250000 Penalty: 4651.767090
	Iteration 5Q: 3 clusters Score -1317335 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1317528.750000 Penalty: 4651.767090
	Iteration 6Q: 3 clusters Score -1317529 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1317715.375000 Penalty: 4651.767090
	Iteration 7Q: 3 clusters Score -1317715 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1317874.875000 Penalty: 4651.767090
	Iteration 8Q: 3 clusters Score -1317875 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1318004.625000 Penalty: 4651.767090
	Iteration 9Q: 3 clusters Score -1318005 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1318126.250000 Penalty: 4651.767090
	Iteration 10Q: 3 clusters Score -1318126 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1318215.875000 Penalty: 4651.767090
	Iteration 11Q: 3 clusters Score -1318216 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1318304.125000 Penalty: 4651.767090
	Iteration 12Q: 3 clusters Score -1318304 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1318375.250000 Penalty: 4651.767090
	Iteration 13Q: 3 clusters Score -1318375 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1318449.875000 Penalty: 4651.767090
	Iteration 14Q: 3 clusters Score -1318450 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1318516.500000 Penalty: 4651.767090
	Iteration 15Q: 3 clusters Score -1318516 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1318582.750000 Penalty: 4651.767090
	Iteration 16Q: 3 clusters Score -1318583 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1318652.375000 Penalty: 4651.767090
	Iteration 17Q: 3 clusters Score -1318652 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1318711.125000 Penalty: 4651.767090
	Iteration 18Q: 3 clusters Score -1318711 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1318770.750000 Penalty: 4651.767090
	Iteration 19Q: 3 clusters Score -1318771 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1318813.125000 Penalty: 4651.767090
	Iteration 20F: 3 clusters Score -1318813 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1318848.250000 Penalty: 4651.767090
	Iteration 21Q: 3 clusters Score -1318848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1318880.625000 Penalty: 4651.767090
	Iteration 22Q: 3 clusters Score -1318881 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1318900.750000 Penalty: 4651.767090
	Iteration 23Q: 3 clusters Score -1318901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1318920.250000 Penalty: 4651.767090
	Iteration 24Q: 3 clusters Score -1318920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1318934.625000 Penalty: 4651.767090
	Iteration 25Q: 3 clusters Score -1318935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1318954.500000 Penalty: 4651.767090
	Iteration 26Q: 3 clusters Score -1318954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1318964.750000 Penalty: 4651.767090
	Iteration 27Q: 3 clusters Score -1318965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1318976.250000 Penalty: 4651.767090
	Iteration 28Q: 3 clusters Score -1318976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1318984.250000 Penalty: 4651.767090
	Iteration 29Q: 3 clusters Score -1318984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1318990.250000 Penalty: 4651.767090
	Iteration 30Q: 3 clusters Score -1318990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1319001.375000 Penalty: 4651.767090
	Iteration 31Q: 3 clusters Score -1319001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1319007.625000 Penalty: 4651.767090
	Iteration 32Q: 3 clusters Score -1319008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1319011.625000 Penalty: 4651.767090
	Iteration 33Q: 3 clusters Score -1319012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1319024.875000 Penalty: 4651.767090
	Iteration 34Q: 3 clusters Score -1319025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1319037.250000 Penalty: 4651.767090
	Iteration 35Q: 3 clusters Score -1319037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1319043.750000 Penalty: 4651.767090
	Iteration 36Q: 3 clusters Score -1319044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1319051.500000 Penalty: 4651.767090
	Iteration 37Q: 3 clusters Score -1319052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1319059.625000 Penalty: 4651.767090
	Iteration 38Q: 3 clusters Score -1319060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1319073.250000 Penalty: 4651.767090
	Iteration 39Q: 3 clusters Score -1319073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1319081.500000 Penalty: 4651.767090
	Iteration 40F: 3 clusters Score -1319082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1319097.250000 Penalty: 4651.767090
	Iteration 41Q: 3 clusters Score -1319097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1319107.125000 Penalty: 4651.767090
	Iteration 42Q: 3 clusters Score -1319107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1319123.250000 Penalty: 4651.767090
	Iteration 43Q: 3 clusters Score -1319123 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1319142.250000 Penalty: 4651.767090
	Iteration 44Q: 3 clusters Score -1319142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1319154.625000 Penalty: 4651.767090
	Iteration 45Q: 3 clusters Score -1319155 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1319167.375000 Penalty: 4651.767090
	Iteration 46Q: 3 clusters Score -1319167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1319178.875000 Penalty: 4651.767090
	Iteration 47Q: 3 clusters Score -1319179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1319185.625000 Penalty: 4651.767090
	Iteration 48Q: 3 clusters Score -1319186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1319201.375000 Penalty: 4651.767090
	Iteration 49Q: 3 clusters Score -1319201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1319210.500000 Penalty: 4651.767090
	Iteration 50Q: 3 clusters Score -1319210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1319217.875000 Penalty: 4651.767090
	Iteration 51Q: 3 clusters Score -1319218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1319229.250000 Penalty: 4651.767090
	Iteration 52Q: 3 clusters Score -1319229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1319243.125000 Penalty: 4651.767090
	Iteration 53Q: 3 clusters Score -1319243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1319247.375000 Penalty: 4651.767090
	Iteration 54Q: 3 clusters Score -1319247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1319256.625000 Penalty: 4651.767090
	Iteration 55Q: 3 clusters Score -1319257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1319264.375000 Penalty: 4651.767090
	Iteration 56Q: 3 clusters Score -1319264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1319277.125000 Penalty: 4651.767090
	Iteration 57Q: 3 clusters Score -1319277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1319289.625000 Penalty: 4651.767090
	Iteration 58Q: 3 clusters Score -1319290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1319300.625000 Penalty: 4651.767090
	Iteration 59Q: 3 clusters Score -1319301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1319312.000000 Penalty: 4651.767090
	Iteration 60F: 3 clusters Score -1319312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1319323.125000 Penalty: 4651.767090
	Iteration 61Q: 3 clusters Score -1319323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1319336.625000 Penalty: 4651.767090
	Iteration 62Q: 3 clusters Score -1319337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1319351.000000 Penalty: 4651.767090
	Iteration 63Q: 3 clusters Score -1319351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1319366.500000 Penalty: 4651.767090
	Iteration 64Q: 3 clusters Score -1319366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1319376.500000 Penalty: 4651.767090
	Iteration 65Q: 3 clusters Score -1319376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1319392.125000 Penalty: 4651.767090
	Iteration 66Q: 3 clusters Score -1319392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1319414.875000 Penalty: 4651.767090
	Iteration 67Q: 3 clusters Score -1319415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1319439.500000 Penalty: 4651.767090
	Iteration 68Q: 3 clusters Score -1319440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1319464.625000 Penalty: 4651.767090
	Iteration 69Q: 3 clusters Score -1319465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1319481.500000 Penalty: 4651.767090
	Iteration 70Q: 3 clusters Score -1319482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1319498.125000 Penalty: 4651.767090
	Iteration 71Q: 3 clusters Score -1319498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1319512.625000 Penalty: 4651.767090
	Iteration 72Q: 3 clusters Score -1319513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1319530.750000 Penalty: 4651.767090
	Iteration 73Q: 3 clusters Score -1319531 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1319553.500000 Penalty: 4651.767090
	Iteration 74Q: 3 clusters Score -1319554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1319572.500000 Penalty: 4651.767090
	Iteration 75Q: 3 clusters Score -1319572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1319585.375000 Penalty: 4651.767090
	Iteration 76Q: 3 clusters Score -1319585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1319604.250000 Penalty: 4651.767090
	Iteration 77Q: 3 clusters Score -1319604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1319612.250000 Penalty: 4651.767090
	Iteration 78Q: 3 clusters Score -1319612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1319629.250000 Penalty: 4651.767090
	Iteration 79Q: 3 clusters Score -1319629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1319648.000000 Penalty: 4651.767090
	Iteration 80F: 3 clusters Score -1319648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1319670.875000 Penalty: 4651.767090
	Iteration 81Q: 3 clusters Score -1319671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1319686.250000 Penalty: 4651.767090
	Iteration 82Q: 3 clusters Score -1319686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1319711.375000 Penalty: 4651.767090
	Iteration 83Q: 3 clusters Score -1319711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1319728.625000 Penalty: 4651.767090
	Iteration 84Q: 3 clusters Score -1319729 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1319751.500000 Penalty: 4651.767090
	Iteration 85Q: 3 clusters Score -1319752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1319767.875000 Penalty: 4651.767090
	Iteration 86Q: 3 clusters Score -1319768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1319783.750000 Penalty: 4651.767090
	Iteration 87Q: 3 clusters Score -1319784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1319804.750000 Penalty: 4651.767090
	Iteration 88Q: 3 clusters Score -1319805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1319816.875000 Penalty: 4651.767090
	Iteration 89Q: 3 clusters Score -1319817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1319828.375000 Penalty: 4651.767090
	Iteration 90Q: 3 clusters Score -1319828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1319849.250000 Penalty: 4651.767090
	Iteration 91Q: 3 clusters Score -1319849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1319861.250000 Penalty: 4651.767090
	Iteration 92Q: 3 clusters Score -1319861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1319874.875000 Penalty: 4651.767090
	Iteration 93Q: 3 clusters Score -1319875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1319887.500000 Penalty: 4651.767090
	Iteration 94Q: 3 clusters Score -1319888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1319909.000000 Penalty: 4651.767090
	Iteration 95Q: 3 clusters Score -1319909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1319928.000000 Penalty: 4651.767090
	Iteration 96Q: 3 clusters Score -1319928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1319948.375000 Penalty: 4651.767090
	Iteration 97Q: 3 clusters Score -1319948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1319963.500000 Penalty: 4651.767090
	Iteration 98Q: 3 clusters Score -1319964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1319988.625000 Penalty: 4651.767090
	Iteration 99Q: 3 clusters Score -1319989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1320014.375000 Penalty: 4651.767090
	Iteration 100F: 3 clusters Score -1320014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1320041.000000 Penalty: 4651.767090
	Iteration 101Q: 3 clusters Score -1320041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1320078.250000 Penalty: 4651.767090
	Iteration 102Q: 3 clusters Score -1320078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1320101.250000 Penalty: 4651.767090
	Iteration 103Q: 3 clusters Score -1320101 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1320126.875000 Penalty: 4651.767090
	Iteration 104Q: 3 clusters Score -1320127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1320149.625000 Penalty: 4651.767090
	Iteration 105Q: 3 clusters Score -1320150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1320165.875000 Penalty: 4651.767090
	Iteration 106Q: 3 clusters Score -1320166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1320185.750000 Penalty: 4651.767090
	Iteration 107Q: 3 clusters Score -1320186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1320194.750000 Penalty: 4651.767090
	Iteration 108Q: 3 clusters Score -1320195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1320209.125000 Penalty: 4651.767090
	Iteration 109Q: 3 clusters Score -1320209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1320220.500000 Penalty: 4651.767090
	Iteration 110Q: 3 clusters Score -1320220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1320232.375000 Penalty: 4651.767090
	Iteration 111Q: 3 clusters Score -1320232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1320239.625000 Penalty: 4651.767090
	Iteration 112Q: 3 clusters Score -1320240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1320242.000000 Penalty: 4651.767090
	Iteration 113Q: 3 clusters Score -1320242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1320250.875000 Penalty: 4651.767090
	Iteration 114Q: 3 clusters Score -1320251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1320248.875000 Penalty: 4651.767090
	Iteration 115Q: 3 clusters Score -1320249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1320257.625000 Penalty: 4651.767090
	Iteration 116Q: 3 clusters Score -1320258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1320257.750000 Penalty: 4651.767090
	Iteration 117Q: 3 clusters Score -1320258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1320261.000000 Penalty: 4651.767090
	Iteration 118Q: 3 clusters Score -1320261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1320265.125000 Penalty: 4651.767090
	Iteration 119Q: 3 clusters Score -1320265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1320265.250000 Penalty: 4651.767090
	Iteration 120F: 3 clusters Score -1320265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1320273.875000 Penalty: 4651.767090
	Iteration 121Q: 3 clusters Score -1320274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1320280.250000 Penalty: 4651.767090
	Iteration 122Q: 3 clusters Score -1320280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1320286.500000 Penalty: 4651.767090
	Iteration 123Q: 3 clusters Score -1320286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1320286.125000 Penalty: 4651.767090
	Iteration 124Q: 3 clusters Score -1320286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1320295.125000 Penalty: 4651.767090
	Iteration 125Q: 3 clusters Score -1320295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1320300.500000 Penalty: 4651.767090
	Iteration 126Q: 3 clusters Score -1320300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1320306.250000 Penalty: 4651.767090
	Iteration 127Q: 3 clusters Score -1320306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1320317.125000 Penalty: 4651.767090
	Iteration 128Q: 3 clusters Score -1320317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1320327.375000 Penalty: 4651.767090
	Iteration 129Q: 3 clusters Score -1320327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1320340.625000 Penalty: 4651.767090
	Iteration 130Q: 3 clusters Score -1320341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1320349.500000 Penalty: 4651.767090
	Iteration 131Q: 3 clusters Score -1320350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1320356.375000 Penalty: 4651.767090
	Iteration 132Q: 3 clusters Score -1320356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1320363.375000 Penalty: 4651.767090
	Iteration 133Q: 3 clusters Score -1320363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1320366.375000 Penalty: 4651.767090
	Iteration 134Q: 3 clusters Score -1320366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1320373.000000 Penalty: 4651.767090
	Iteration 135Q: 3 clusters Score -1320373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1320378.875000 Penalty: 4651.767090
	Iteration 136Q: 3 clusters Score -1320379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1320385.750000 Penalty: 4651.767090
	Iteration 137Q: 3 clusters Score -1320386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1320391.125000 Penalty: 4651.767090
	Iteration 138Q: 3 clusters Score -1320391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1320394.000000 Penalty: 4651.767090
	Iteration 139Q: 3 clusters Score -1320394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1320396.375000 Penalty: 4651.767090
	Iteration 140F: 3 clusters Score -1320396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1320394.875000 Penalty: 4651.767090
	Iteration 141Q: 3 clusters Score -1320395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1320397.375000 Penalty: 4651.767090
	Iteration 142Q: 3 clusters Score -1320397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1320397.375000 Penalty: 4651.767090
	Iteration 143F: 3 clusters Score -1320397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 170559 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 38916 members 
Mstep: Class 6 contains 15099 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 168638 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113592 members 
Mstep: Class 12 contains 258714 members 
Mstep: Class 13 contains 32693 members 
Mstep: Class 14 contains 170632 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 27852 members 
Mstep: Class 17 contains 81644 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 172676 members 
Mstep: Class 23 contains 28669 members 
Mstep: Class 24 contains 10802 members 
Mstep: Class 25 contains 43790 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 72821 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13827 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14278 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567360.000000 Penalty: 124948.460938
Iteration 159Q: 36 clusters Score -2.055674e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170461 members 
Mstep: Class 4 contains 44870 members 
Mstep: Class 5 contains 38916 members 
Mstep: Class 6 contains 15104 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 168672 members 
Mstep: Class 9 contains 112000 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 113595 members 
Mstep: Class 12 contains 258706 members 
Mstep: Class 13 contains 32696 members 
Mstep: Class 14 contains 170675 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 27823 members 
Mstep: Class 17 contains 81644 members 
Mstep: Class 18 contains 20806 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22619 members 
Mstep: Class 22 contains 172683 members 
Mstep: Class 23 contains 28664 members 
Mstep: Class 24 contains 10797 members 
Mstep: Class 25 contains 43825 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 72825 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13828 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14281 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567280.000000 Penalty: 124948.460938
Iteration 160F: 36 clusters Score -2.055673e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 170385 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 15106 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 168704 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 113588 members 
Mstep: Class 12 contains 258726 members 
Mstep: Class 13 contains 32687 members 
Mstep: Class 14 contains 170721 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 27785 members 
Mstep: Class 17 contains 81646 members 
Mstep: Class 18 contains 20811 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22618 members 
Mstep: Class 22 contains 172693 members 
Mstep: Class 23 contains 28653 members 
Mstep: Class 24 contains 10795 members 
Mstep: Class 25 contains 43863 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 72823 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13828 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14287 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567264.000000 Penalty: 124948.460938
Iteration 161Q: 36 clusters Score -2.055673e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 170319 members 
Mstep: Class 4 contains 44825 members 
Mstep: Class 5 contains 38918 members 
Mstep: Class 6 contains 15112 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 168721 members 
Mstep: Class 9 contains 111993 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 113584 members 
Mstep: Class 12 contains 258753 members 
Mstep: Class 13 contains 32680 members 
Mstep: Class 14 contains 170760 members 
Mstep: Class 15 contains 17043 members 
Mstep: Class 16 contains 27738 members 
Mstep: Class 17 contains 81642 members 
Mstep: Class 18 contains 20813 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22615 members 
Mstep: Class 22 contains 172696 members 
Mstep: Class 23 contains 28644 members 
Mstep: Class 24 contains 10795 members 
Mstep: Class 25 contains 43885 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 72831 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13828 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14293 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 11898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567408.000000 Penalty: 124948.460938
Iteration 162Q: 36 clusters Score -2.055674e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170274 members 
Mstep: Class 4 contains 44814 members 
Mstep: Class 5 contains 38922 members 
Mstep: Class 6 contains 15114 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 168686 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 113587 members 
Mstep: Class 12 contains 258770 members 
Mstep: Class 13 contains 32671 members 
Mstep: Class 14 contains 170797 members 
Mstep: Class 15 contains 17043 members 
Mstep: Class 16 contains 27711 members 
Mstep: Class 17 contains 81642 members 
Mstep: Class 18 contains 20819 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22613 members 
Mstep: Class 22 contains 172690 members 
Mstep: Class 23 contains 28641 members 
Mstep: Class 24 contains 10794 members 
Mstep: Class 25 contains 43918 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 72840 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13828 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14300 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 11929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567440.000000 Penalty: 124948.460938
Iteration 163Q: 36 clusters Score -2.055674e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 170254 members 
Mstep: Class 4 contains 44824 members 
Mstep: Class 5 contains 38922 members 
Mstep: Class 6 contains 15120 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 168646 members 
Mstep: Class 9 contains 111990 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 113591 members 
Mstep: Class 12 contains 258775 members 
Mstep: Class 13 contains 32667 members 
Mstep: Class 14 contains 170815 members 
Mstep: Class 15 contains 17044 members 
Mstep: Class 16 contains 27668 members 
Mstep: Class 17 contains 81638 members 
Mstep: Class 18 contains 20828 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22612 members 
Mstep: Class 22 contains 172701 members 
Mstep: Class 23 contains 28632 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 43947 members 
Mstep: Class 26 contains 8156 members 
Mstep: Class 27 contains 72843 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14309 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 11955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567376.000000 Penalty: 124948.460938
Iteration 164Q: 36 clusters Score -2.055674e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 170239 members 
Mstep: Class 4 contains 44823 members 
Mstep: Class 5 contains 38921 members 
Mstep: Class 6 contains 15121 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168621 members 
Mstep: Class 9 contains 111983 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 113587 members 
Mstep: Class 12 contains 258786 members 
Mstep: Class 13 contains 32663 members 
Mstep: Class 14 contains 170847 members 
Mstep: Class 15 contains 17045 members 
Mstep: Class 16 contains 27633 members 
Mstep: Class 17 contains 81635 members 
Mstep: Class 18 contains 20836 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22612 members 
Mstep: Class 22 contains 172703 members 
Mstep: Class 23 contains 28631 members 
Mstep: Class 24 contains 10789 members 
Mstep: Class 25 contains 43970 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 72845 members 
Mstep: Class 28 contains 4787 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13836 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14317 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 11971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567392.000000 Penalty: 124948.460938
Iteration 165Q: 36 clusters Score -2.055674e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 170201 members 
Mstep: Class 4 contains 44815 members 
Mstep: Class 5 contains 38924 members 
Mstep: Class 6 contains 15122 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168618 members 
Mstep: Class 9 contains 111978 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 113581 members 
Mstep: Class 12 contains 258791 members 
Mstep: Class 13 contains 32665 members 
Mstep: Class 14 contains 170873 members 
Mstep: Class 15 contains 17048 members 
Mstep: Class 16 contains 27613 members 
Mstep: Class 17 contains 81631 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22612 members 
Mstep: Class 22 contains 172715 members 
Mstep: Class 23 contains 28626 members 
Mstep: Class 24 contains 10788 members 
Mstep: Class 25 contains 43989 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 72846 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13834 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14321 members 
Mstep: Class 34 contains 28387 members 
Mstep: Class 35 contains 11988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567696.000000 Penalty: 124948.460938
Iteration 166Q: 36 clusters Score -2.055677e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 170180 members 
Mstep: Class 4 contains 44811 members 
Mstep: Class 5 contains 38922 members 
Mstep: Class 6 contains 15123 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168610 members 
Mstep: Class 9 contains 111976 members 
Mstep: Class 10 contains 6114 members 
Mstep: Class 11 contains 113581 members 
Mstep: Class 12 contains 258795 members 
Mstep: Class 13 contains 32667 members 
Mstep: Class 14 contains 170901 members 
Mstep: Class 15 contains 17052 members 
Mstep: Class 16 contains 27588 members 
Mstep: Class 17 contains 81628 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22611 members 
Mstep: Class 22 contains 172712 members 
Mstep: Class 23 contains 28617 members 
Mstep: Class 24 contains 10788 members 
Mstep: Class 25 contains 44024 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 72838 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 13834 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14325 members 
Mstep: Class 34 contains 28388 members 
Mstep: Class 35 contains 11994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567664.000000 Penalty: 124948.460938
Iteration 167Q: 36 clusters Score -2.055677e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 170152 members 
Mstep: Class 4 contains 44816 members 
Mstep: Class 5 contains 38924 members 
Mstep: Class 6 contains 15128 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168611 members 
Mstep: Class 9 contains 111971 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 113576 members 
Mstep: Class 12 contains 258794 members 
Mstep: Class 13 contains 32659 members 
Mstep: Class 14 contains 170925 members 
Mstep: Class 15 contains 17055 members 
Mstep: Class 16 contains 27569 members 
Mstep: Class 17 contains 81626 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22611 members 
Mstep: Class 22 contains 172708 members 
Mstep: Class 23 contains 28608 members 
Mstep: Class 24 contains 10788 members 
Mstep: Class 25 contains 44051 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 72841 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14327 members 
Mstep: Class 34 contains 28388 members 
Mstep: Class 35 contains 12009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567616.000000 Penalty: 124948.460938
Iteration 168Q: 36 clusters Score -2.055676e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170140 members 
Mstep: Class 4 contains 44803 members 
Mstep: Class 5 contains 38925 members 
Mstep: Class 6 contains 15132 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168594 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 113580 members 
Mstep: Class 12 contains 258801 members 
Mstep: Class 13 contains 32658 members 
Mstep: Class 14 contains 170954 members 
Mstep: Class 15 contains 17059 members 
Mstep: Class 16 contains 27548 members 
Mstep: Class 17 contains 81626 members 
Mstep: Class 18 contains 20839 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22610 members 
Mstep: Class 22 contains 172711 members 
Mstep: Class 23 contains 28605 members 
Mstep: Class 24 contains 10786 members 
Mstep: Class 25 contains 44075 members 
Mstep: Class 26 contains 8148 members 
Mstep: Class 27 contains 72835 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 13836 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14326 members 
Mstep: Class 34 contains 28388 members 
Mstep: Class 35 contains 12021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567600.000000 Penalty: 124948.460938
Iteration 169Q: 36 clusters Score -2.055676e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 170135 members 
Mstep: Class 4 contains 44783 members 
Mstep: Class 5 contains 38927 members 
Mstep: Class 6 contains 15135 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168573 members 
Mstep: Class 9 contains 111971 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 113579 members 
Mstep: Class 12 contains 258798 members 
Mstep: Class 13 contains 32652 members 
Mstep: Class 14 contains 170984 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 27530 members 
Mstep: Class 17 contains 81625 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22609 members 
Mstep: Class 22 contains 172712 members 
Mstep: Class 23 contains 28602 members 
Mstep: Class 24 contains 10785 members 
Mstep: Class 25 contains 44110 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 72842 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 13836 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14326 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567488.000000 Penalty: 124948.460938
Iteration 170Q: 36 clusters Score -2.055675e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170127 members 
Mstep: Class 4 contains 44768 members 
Mstep: Class 5 contains 38931 members 
Mstep: Class 6 contains 15137 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168580 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 113580 members 
Mstep: Class 12 contains 258791 members 
Mstep: Class 13 contains 32652 members 
Mstep: Class 14 contains 171007 members 
Mstep: Class 15 contains 17066 members 
Mstep: Class 16 contains 27515 members 
Mstep: Class 17 contains 81625 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22608 members 
Mstep: Class 22 contains 172715 members 
Mstep: Class 23 contains 28591 members 
Mstep: Class 24 contains 10784 members 
Mstep: Class 25 contains 44131 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 72831 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 13839 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14329 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567536.000000 Penalty: 124948.460938
Iteration 171Q: 36 clusters Score -2.055675e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170106 members 
Mstep: Class 4 contains 44754 members 
Mstep: Class 5 contains 38932 members 
Mstep: Class 6 contains 15134 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168602 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 113579 members 
Mstep: Class 12 contains 258784 members 
Mstep: Class 13 contains 32648 members 
Mstep: Class 14 contains 171038 members 
Mstep: Class 15 contains 17066 members 
Mstep: Class 16 contains 27505 members 
Mstep: Class 17 contains 81625 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22607 members 
Mstep: Class 22 contains 172714 members 
Mstep: Class 23 contains 28586 members 
Mstep: Class 24 contains 10784 members 
Mstep: Class 25 contains 44151 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 72831 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13839 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14330 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567600.000000 Penalty: 124948.460938
Iteration 172Q: 36 clusters Score -2.055676e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170095 members 
Mstep: Class 4 contains 44732 members 
Mstep: Class 5 contains 38932 members 
Mstep: Class 6 contains 15132 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168601 members 
Mstep: Class 9 contains 111966 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 113576 members 
Mstep: Class 12 contains 258785 members 
Mstep: Class 13 contains 32651 members 
Mstep: Class 14 contains 171065 members 
Mstep: Class 15 contains 17067 members 
Mstep: Class 16 contains 27499 members 
Mstep: Class 17 contains 81628 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22605 members 
Mstep: Class 22 contains 172711 members 
Mstep: Class 23 contains 28581 members 
Mstep: Class 24 contains 10784 members 
Mstep: Class 25 contains 44172 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 72823 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13838 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14332 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567264.000000 Penalty: 124948.460938
Iteration 173Q: 36 clusters Score -2.055673e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170105 members 
Mstep: Class 4 contains 44704 members 
Mstep: Class 5 contains 38934 members 
Mstep: Class 6 contains 15134 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168576 members 
Mstep: Class 9 contains 111964 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 113571 members 
Mstep: Class 12 contains 258780 members 
Mstep: Class 13 contains 32648 members 
Mstep: Class 14 contains 171091 members 
Mstep: Class 15 contains 17068 members 
Mstep: Class 16 contains 27493 members 
Mstep: Class 17 contains 81630 members 
Mstep: Class 18 contains 20839 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22605 members 
Mstep: Class 22 contains 172713 members 
Mstep: Class 23 contains 28579 members 
Mstep: Class 24 contains 10783 members 
Mstep: Class 25 contains 44196 members 
Mstep: Class 26 contains 8156 members 
Mstep: Class 27 contains 72819 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13837 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14336 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567184.000000 Penalty: 124948.460938
Iteration 174Q: 36 clusters Score -2.055672e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170121 members 
Mstep: Class 4 contains 44691 members 
Mstep: Class 5 contains 38937 members 
Mstep: Class 6 contains 15138 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168550 members 
Mstep: Class 9 contains 111966 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 113566 members 
Mstep: Class 12 contains 258768 members 
Mstep: Class 13 contains 32643 members 
Mstep: Class 14 contains 171109 members 
Mstep: Class 15 contains 17066 members 
Mstep: Class 16 contains 27492 members 
Mstep: Class 17 contains 81631 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172711 members 
Mstep: Class 23 contains 28582 members 
Mstep: Class 24 contains 10783 members 
Mstep: Class 25 contains 44213 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 72817 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 13835 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14338 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567280.000000 Penalty: 124948.460938
Iteration 175Q: 36 clusters Score -2.055673e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170120 members 
Mstep: Class 4 contains 44674 members 
Mstep: Class 5 contains 38939 members 
Mstep: Class 6 contains 15139 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168536 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 113566 members 
Mstep: Class 12 contains 258770 members 
Mstep: Class 13 contains 32633 members 
Mstep: Class 14 contains 171131 members 
Mstep: Class 15 contains 17068 members 
Mstep: Class 16 contains 27487 members 
Mstep: Class 17 contains 81631 members 
Mstep: Class 18 contains 20837 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172710 members 
Mstep: Class 23 contains 28579 members 
Mstep: Class 24 contains 10784 members 
Mstep: Class 25 contains 44236 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 72817 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 13831 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14339 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567280.000000 Penalty: 124948.460938
Iteration 176Q: 36 clusters Score -2.055673e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170103 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 38942 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168516 members 
Mstep: Class 9 contains 111966 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 113565 members 
Mstep: Class 12 contains 258775 members 
Mstep: Class 13 contains 32634 members 
Mstep: Class 14 contains 171145 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 27487 members 
Mstep: Class 17 contains 81631 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172709 members 
Mstep: Class 23 contains 28574 members 
Mstep: Class 24 contains 10784 members 
Mstep: Class 25 contains 44271 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 72814 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13829 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14341 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567360.000000 Penalty: 124948.460938
Iteration 177Q: 36 clusters Score -2.055674e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170091 members 
Mstep: Class 4 contains 44649 members 
Mstep: Class 5 contains 38942 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168490 members 
Mstep: Class 9 contains 111966 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 113567 members 
Mstep: Class 12 contains 258770 members 
Mstep: Class 13 contains 32634 members 
Mstep: Class 14 contains 171157 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 27486 members 
Mstep: Class 17 contains 81631 members 
Mstep: Class 18 contains 20837 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 28572 members 
Mstep: Class 24 contains 10784 members 
Mstep: Class 25 contains 44310 members 
Mstep: Class 26 contains 8163 members 
Mstep: Class 27 contains 72814 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 13829 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14342 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567504.000000 Penalty: 124948.460938
Iteration 178Q: 36 clusters Score -2.055675e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170074 members 
Mstep: Class 4 contains 44632 members 
Mstep: Class 5 contains 38944 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168476 members 
Mstep: Class 9 contains 111966 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 113569 members 
Mstep: Class 12 contains 258768 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 171176 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 27482 members 
Mstep: Class 17 contains 81630 members 
Mstep: Class 18 contains 20838 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172707 members 
Mstep: Class 23 contains 28566 members 
Mstep: Class 24 contains 10782 members 
Mstep: Class 25 contains 44344 members 
Mstep: Class 26 contains 8164 members 
Mstep: Class 27 contains 72812 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13831 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14343 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567552.000000 Penalty: 124948.460938
Iteration 179Q: 36 clusters Score -2.055676e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170076 members 
Mstep: Class 4 contains 44619 members 
Mstep: Class 5 contains 38948 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168444 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 113577 members 
Mstep: Class 12 contains 258764 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 171188 members 
Mstep: Class 15 contains 17072 members 
Mstep: Class 16 contains 27478 members 
Mstep: Class 17 contains 81628 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22606 members 
Mstep: Class 22 contains 172706 members 
Mstep: Class 23 contains 28564 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 44368 members 
Mstep: Class 26 contains 8164 members 
Mstep: Class 27 contains 72813 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13831 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14344 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567824.000000 Penalty: 124948.460938
Iteration 180F: 36 clusters Score -2.055678e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170076 members 
Mstep: Class 4 contains 44612 members 
Mstep: Class 5 contains 38953 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168424 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 113576 members 
Mstep: Class 12 contains 258759 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 171197 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 27476 members 
Mstep: Class 17 contains 81626 members 
Mstep: Class 18 contains 20843 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22605 members 
Mstep: Class 22 contains 172702 members 
Mstep: Class 23 contains 28563 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 44395 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 72813 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13832 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14346 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567840.000000 Penalty: 124948.460938
Iteration 181Q: 36 clusters Score -2.055678e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170072 members 
Mstep: Class 4 contains 44609 members 
Mstep: Class 5 contains 38956 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168394 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 113576 members 
Mstep: Class 12 contains 258759 members 
Mstep: Class 13 contains 32609 members 
Mstep: Class 14 contains 171208 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 27467 members 
Mstep: Class 17 contains 81626 members 
Mstep: Class 18 contains 20844 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172703 members 
Mstep: Class 23 contains 28561 members 
Mstep: Class 24 contains 10782 members 
Mstep: Class 25 contains 44430 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 72816 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14348 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567968.000000 Penalty: 124948.460938
Iteration 182Q: 36 clusters Score -2.05568e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 170066 members 
Mstep: Class 4 contains 44596 members 
Mstep: Class 5 contains 38959 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168380 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 113576 members 
Mstep: Class 12 contains 258758 members 
Mstep: Class 13 contains 32607 members 
Mstep: Class 14 contains 171224 members 
Mstep: Class 15 contains 17072 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 81625 members 
Mstep: Class 18 contains 20843 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22600 members 
Mstep: Class 22 contains 172705 members 
Mstep: Class 23 contains 28561 members 
Mstep: Class 24 contains 10783 members 
Mstep: Class 25 contains 44458 members 
Mstep: Class 26 contains 8161 members 
Mstep: Class 27 contains 72817 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14349 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568048.000000 Penalty: 124948.460938
Iteration 183Q: 36 clusters Score -2.05568e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 170064 members 
Mstep: Class 4 contains 44584 members 
Mstep: Class 5 contains 38960 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168367 members 
Mstep: Class 9 contains 111963 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 113575 members 
Mstep: Class 12 contains 258765 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171239 members 
Mstep: Class 15 contains 17072 members 
Mstep: Class 16 contains 27451 members 
Mstep: Class 17 contains 81624 members 
Mstep: Class 18 contains 20843 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172703 members 
Mstep: Class 23 contains 28558 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 44480 members 
Mstep: Class 26 contains 8160 members 
Mstep: Class 27 contains 72819 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13832 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14352 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567872.000000 Penalty: 124948.460938
Iteration 184Q: 36 clusters Score -2.055679e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 170056 members 
Mstep: Class 4 contains 44576 members 
Mstep: Class 5 contains 38961 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168366 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113571 members 
Mstep: Class 12 contains 258763 members 
Mstep: Class 13 contains 32598 members 
Mstep: Class 14 contains 171252 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 27444 members 
Mstep: Class 17 contains 81621 members 
Mstep: Class 18 contains 20845 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172700 members 
Mstep: Class 23 contains 28557 members 
Mstep: Class 24 contains 10780 members 
Mstep: Class 25 contains 44500 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 72813 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13833 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14355 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567872.000000 Penalty: 124948.460938
Iteration 185Q: 36 clusters Score -2.055679e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 170032 members 
Mstep: Class 4 contains 44567 members 
Mstep: Class 5 contains 38965 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113569 members 
Mstep: Class 12 contains 258762 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 171264 members 
Mstep: Class 15 contains 17066 members 
Mstep: Class 16 contains 27440 members 
Mstep: Class 17 contains 81619 members 
Mstep: Class 18 contains 20846 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22601 members 
Mstep: Class 22 contains 172707 members 
Mstep: Class 23 contains 28549 members 
Mstep: Class 24 contains 10779 members 
Mstep: Class 25 contains 44512 members 
Mstep: Class 26 contains 8155 members 
Mstep: Class 27 contains 72815 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13834 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14359 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567840.000000 Penalty: 124948.460938
Iteration 186Q: 36 clusters Score -2.055678e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 170005 members 
Mstep: Class 4 contains 44559 members 
Mstep: Class 5 contains 38966 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 111970 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113565 members 
Mstep: Class 12 contains 258762 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171276 members 
Mstep: Class 15 contains 17062 members 
Mstep: Class 16 contains 27437 members 
Mstep: Class 17 contains 81621 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172703 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 44546 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 72815 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13835 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14361 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567696.000000 Penalty: 124948.460938
Iteration 187Q: 36 clusters Score -2.055677e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169983 members 
Mstep: Class 4 contains 44551 members 
Mstep: Class 5 contains 38967 members 
Mstep: Class 6 contains 15146 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168359 members 
Mstep: Class 9 contains 111970 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113558 members 
Mstep: Class 12 contains 258760 members 
Mstep: Class 13 contains 32583 members 
Mstep: Class 14 contains 171285 members 
Mstep: Class 15 contains 17067 members 
Mstep: Class 16 contains 27436 members 
Mstep: Class 17 contains 81620 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172699 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 10780 members 
Mstep: Class 25 contains 44579 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 72813 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13836 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14365 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567888.000000 Penalty: 124948.460938
Iteration 188Q: 36 clusters Score -2.055679e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169972 members 
Mstep: Class 4 contains 44550 members 
Mstep: Class 5 contains 38968 members 
Mstep: Class 6 contains 15143 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168339 members 
Mstep: Class 9 contains 111971 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113552 members 
Mstep: Class 12 contains 258757 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 171291 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 27429 members 
Mstep: Class 17 contains 81618 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172699 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 10780 members 
Mstep: Class 25 contains 44601 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 72817 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13836 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14369 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567920.000000 Penalty: 124948.460938
Iteration 189Q: 36 clusters Score -2.055679e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169964 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 38967 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168313 members 
Mstep: Class 9 contains 111971 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113546 members 
Mstep: Class 12 contains 258756 members 
Mstep: Class 13 contains 32582 members 
Mstep: Class 14 contains 171295 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 27427 members 
Mstep: Class 17 contains 81617 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172694 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 10780 members 
Mstep: Class 25 contains 44615 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 72819 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 13840 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14372 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567744.000000 Penalty: 124948.460938
Iteration 190Q: 36 clusters Score -2.055677e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169958 members 
Mstep: Class 4 contains 44545 members 
Mstep: Class 5 contains 38965 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168292 members 
Mstep: Class 9 contains 111968 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113550 members 
Mstep: Class 12 contains 258764 members 
Mstep: Class 13 contains 32577 members 
Mstep: Class 14 contains 171302 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 27421 members 
Mstep: Class 17 contains 81615 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22605 members 
Mstep: Class 22 contains 172692 members 
Mstep: Class 23 contains 28549 members 
Mstep: Class 24 contains 10778 members 
Mstep: Class 25 contains 44640 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 72822 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 13846 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14374 members 
Mstep: Class 34 contains 28391 members 
Mstep: Class 35 contains 12216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567936.000000 Penalty: 124948.460938
Iteration 191Q: 36 clusters Score -2.055679e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169951 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 38966 members 
Mstep: Class 6 contains 15143 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168269 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113549 members 
Mstep: Class 12 contains 258768 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 171308 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 27412 members 
Mstep: Class 17 contains 81616 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172692 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 10775 members 
Mstep: Class 25 contains 44665 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72829 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 13851 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14377 members 
Mstep: Class 34 contains 28391 members 
Mstep: Class 35 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568176.000000 Penalty: 124948.460938
Iteration 192Q: 36 clusters Score -2.055682e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169936 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 38967 members 
Mstep: Class 6 contains 15142 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168260 members 
Mstep: Class 9 contains 111970 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113551 members 
Mstep: Class 12 contains 258765 members 
Mstep: Class 13 contains 32567 members 
Mstep: Class 14 contains 171316 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 27404 members 
Mstep: Class 17 contains 81616 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172687 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 10774 members 
Mstep: Class 25 contains 44695 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72832 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 13851 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14382 members 
Mstep: Class 34 contains 28391 members 
Mstep: Class 35 contains 12243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568000.000000 Penalty: 124948.460938
Iteration 193Q: 36 clusters Score -2.05568e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169906 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 38967 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168246 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113554 members 
Mstep: Class 12 contains 258766 members 
Mstep: Class 13 contains 32566 members 
Mstep: Class 14 contains 171325 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 27399 members 
Mstep: Class 17 contains 81615 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172686 members 
Mstep: Class 23 contains 28543 members 
Mstep: Class 24 contains 10775 members 
Mstep: Class 25 contains 44730 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72841 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 13852 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14383 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568240.000000 Penalty: 124948.460938
Iteration 194Q: 36 clusters Score -2.055682e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169886 members 
Mstep: Class 4 contains 44528 members 
Mstep: Class 5 contains 38966 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168223 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113553 members 
Mstep: Class 12 contains 258764 members 
Mstep: Class 13 contains 32559 members 
Mstep: Class 14 contains 171329 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 27392 members 
Mstep: Class 17 contains 81614 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172689 members 
Mstep: Class 23 contains 28548 members 
Mstep: Class 24 contains 10776 members 
Mstep: Class 25 contains 44765 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72843 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 13855 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14386 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568272.000000 Penalty: 124948.460938
Iteration 195Q: 36 clusters Score -2.055683e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169868 members 
Mstep: Class 4 contains 44523 members 
Mstep: Class 5 contains 38968 members 
Mstep: Class 6 contains 15140 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168189 members 
Mstep: Class 9 contains 111968 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113550 members 
Mstep: Class 12 contains 258771 members 
Mstep: Class 13 contains 32553 members 
Mstep: Class 14 contains 171337 members 
Mstep: Class 15 contains 17072 members 
Mstep: Class 16 contains 27383 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172695 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 10774 members 
Mstep: Class 25 contains 44804 members 
Mstep: Class 26 contains 8155 members 
Mstep: Class 27 contains 72845 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 13858 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14388 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568208.000000 Penalty: 124948.460938
Iteration 196Q: 36 clusters Score -2.055682e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169853 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 38972 members 
Mstep: Class 6 contains 15140 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168159 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113547 members 
Mstep: Class 12 contains 258775 members 
Mstep: Class 13 contains 32551 members 
Mstep: Class 14 contains 171340 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 27368 members 
Mstep: Class 17 contains 81614 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172698 members 
Mstep: Class 23 contains 28535 members 
Mstep: Class 24 contains 10769 members 
Mstep: Class 25 contains 44838 members 
Mstep: Class 26 contains 8155 members 
Mstep: Class 27 contains 72850 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13865 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14390 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568144.000000 Penalty: 124948.460938
Iteration 197Q: 36 clusters Score -2.055681e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169850 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 38975 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168140 members 
Mstep: Class 9 contains 111964 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113545 members 
Mstep: Class 12 contains 258781 members 
Mstep: Class 13 contains 32542 members 
Mstep: Class 14 contains 171344 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27355 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 28530 members 
Mstep: Class 24 contains 10764 members 
Mstep: Class 25 contains 44868 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72852 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13874 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14393 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568064.000000 Penalty: 124948.460938
Iteration 198Q: 36 clusters Score -2.055681e+08 nChanged 201
Entering ConstructFrom: 
Score: -205568064.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (47140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Entering Unmasked Estep 
Score: -5530109.500000 Penalty: 2668.697754
	Iteration 0F: 2 clusters Score -5530110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5498312.500000 Penalty: 5337.395508
	Iteration 0F: 3 clusters Score -5498312 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5510537.000000 Penalty: 5337.395508
	Iteration 1F: 3 clusters Score -5510537 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5511248.000000 Penalty: 5337.395508
	Iteration 2Q: 3 clusters Score -5511248 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -5512051.500000 Penalty: 5337.395508
	Iteration 3Q: 3 clusters Score -5512052 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5513036.500000 Penalty: 5337.395508
	Iteration 4Q: 3 clusters Score -5513036 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -5514270.500000 Penalty: 5337.395508
	Iteration 5F: 3 clusters Score -5514270 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -5515770.500000 Penalty: 5337.395508
	Iteration 6F: 3 clusters Score -5515770 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5517246.000000 Penalty: 5337.395508
	Iteration 7F: 3 clusters Score -5517246 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -5518497.000000 Penalty: 5337.395508
	Iteration 8F: 3 clusters Score -5518497 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5519492.500000 Penalty: 5337.395508
	Iteration 9Q: 3 clusters Score -5519492 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5520079.500000 Penalty: 5337.395508
	Iteration 10Q: 3 clusters Score -5520080 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -5520496.000000 Penalty: 5337.395508
	Iteration 11Q: 3 clusters Score -5520496 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -5520766.000000 Penalty: 5337.395508
	Iteration 12Q: 3 clusters Score -5520766 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -5520940.500000 Penalty: 5337.395508
	Iteration 13Q: 3 clusters Score -5520940 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -5521062.500000 Penalty: 5337.395508
	Iteration 14Q: 3 clusters Score -5521062 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5521218.000000 Penalty: 5337.395508
	Iteration 15Q: 3 clusters Score -5521218 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5521326.000000 Penalty: 5337.395508
	Iteration 16Q: 3 clusters Score -5521326 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -5521469.500000 Penalty: 5337.395508
	Iteration 17Q: 3 clusters Score -5521470 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -5521616.000000 Penalty: 5337.395508
	Iteration 18Q: 3 clusters Score -5521616 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -5521799.000000 Penalty: 5337.395508
	Iteration 19Q: 3 clusters Score -5521799 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5522001.500000 Penalty: 5337.395508
	Iteration 20F: 3 clusters Score -5522002 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -5522233.500000 Penalty: 5337.395508
	Iteration 21Q: 3 clusters Score -5522234 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -5522543.000000 Penalty: 5337.395508
	Iteration 22Q: 3 clusters Score -5522543 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5522915.500000 Penalty: 5337.395508
	Iteration 23Q: 3 clusters Score -5522916 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5523396.000000 Penalty: 5337.395508
	Iteration 24Q: 3 clusters Score -5523396 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -5523814.500000 Penalty: 5337.395508
	Iteration 25Q: 3 clusters Score -5523814 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -5524160.000000 Penalty: 5337.395508
	Iteration 26Q: 3 clusters Score -5524160 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -5524462.500000 Penalty: 5337.395508
	Iteration 27Q: 3 clusters Score -5524462 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -5524678.000000 Penalty: 5337.395508
	Iteration 28Q: 3 clusters Score -5524678 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -5524817.000000 Penalty: 5337.395508
	Iteration 29Q: 3 clusters Score -5524817 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5524989.500000 Penalty: 5337.395508
	Iteration 30Q: 3 clusters Score -5524990 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -5525122.000000 Penalty: 5337.395508
	Iteration 31Q: 3 clusters Score -5525122 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -5525278.500000 Penalty: 5337.395508
	Iteration 32Q: 3 clusters Score -5525278 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -5525397.000000 Penalty: 5337.395508
	Iteration 33Q: 3 clusters Score -5525397 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -5525496.500000 Penalty: 5337.395508
	Iteration 34Q: 3 clusters Score -5525496 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5525613.000000 Penalty: 5337.395508
	Iteration 35Q: 3 clusters Score -5525613 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5525718.000000 Penalty: 5337.395508
	Iteration 36Q: 3 clusters Score -5525718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5525815.500000 Penalty: 5337.395508
	Iteration 37Q: 3 clusters Score -5525816 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -5525886.500000 Penalty: 5337.395508
	Iteration 38Q: 3 clusters Score -5525886 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5525972.000000 Penalty: 5337.395508
	Iteration 39Q: 3 clusters Score -5525972 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5526071.000000 Penalty: 5337.395508
	Iteration 40F: 3 clusters Score -5526071 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5526178.500000 Penalty: 5337.395508
	Iteration 41Q: 3 clusters Score -5526178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -5526238.500000 Penalty: 5337.395508
	Iteration 42Q: 3 clusters Score -5526238 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5526329.000000 Penalty: 5337.395508
	Iteration 43Q: 3 clusters Score -5526329 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5526436.000000 Penalty: 5337.395508
	Iteration 44Q: 3 clusters Score -5526436 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5526500.000000 Penalty: 5337.395508
	Iteration 45Q: 3 clusters Score -5526500 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5526576.000000 Penalty: 5337.395508
	Iteration 46Q: 3 clusters Score -5526576 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -5526629.500000 Penalty: 5337.395508
	Iteration 47Q: 3 clusters Score -5526630 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5526676.000000 Penalty: 5337.395508
	Iteration 48Q: 3 clusters Score -5526676 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5526734.500000 Penalty: 5337.395508
	Iteration 49Q: 3 clusters Score -5526734 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5526786.500000 Penalty: 5337.395508
	Iteration 50Q: 3 clusters Score -5526786 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5526841.500000 Penalty: 5337.395508
	Iteration 51Q: 3 clusters Score -5526842 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -5526902.000000 Penalty: 5337.395508
	Iteration 52Q: 3 clusters Score -5526902 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -5526960.500000 Penalty: 5337.395508
	Iteration 53Q: 3 clusters Score -5526960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5527006.000000 Penalty: 5337.395508
	Iteration 54Q: 3 clusters Score -5527006 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5527046.500000 Penalty: 5337.395508
	Iteration 55Q: 3 clusters Score -5527046 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -5527089.500000 Penalty: 5337.395508
	Iteration 56Q: 3 clusters Score -5527090 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5527145.000000 Penalty: 5337.395508
	Iteration 57Q: 3 clusters Score -5527145 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -5527188.000000 Penalty: 5337.395508
	Iteration 58Q: 3 clusters Score -5527188 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -5527215.500000 Penalty: 5337.395508
	Iteration 59Q: 3 clusters Score -5527216 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -5527255.000000 Penalty: 5337.395508
	Iteration 60F: 3 clusters Score -5527255 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5527296.000000 Penalty: 5337.395508
	Iteration 61Q: 3 clusters Score -5527296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5527323.500000 Penalty: 5337.395508
	Iteration 62Q: 3 clusters Score -5527324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -5527358.500000 Penalty: 5337.395508
	Iteration 63Q: 3 clusters Score -5527358 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5527388.500000 Penalty: 5337.395508
	Iteration 64Q: 3 clusters Score -5527388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5527416.500000 Penalty: 5337.395508
	Iteration 65Q: 3 clusters Score -5527416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -5527443.000000 Penalty: 5337.395508
	Iteration 66Q: 3 clusters Score -5527443 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -5527463.000000 Penalty: 5337.395508
	Iteration 67Q: 3 clusters Score -5527463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -5527497.500000 Penalty: 5337.395508
	Iteration 68Q: 3 clusters Score -5527498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5527520.500000 Penalty: 5337.395508
	Iteration 69Q: 3 clusters Score -5527520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5527542.500000 Penalty: 5337.395508
	Iteration 70Q: 3 clusters Score -5527542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -5527560.000000 Penalty: 5337.395508
	Iteration 71Q: 3 clusters Score -5527560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5527581.000000 Penalty: 5337.395508
	Iteration 72Q: 3 clusters Score -5527581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -5527604.000000 Penalty: 5337.395508
	Iteration 73Q: 3 clusters Score -5527604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -5527634.500000 Penalty: 5337.395508
	Iteration 74Q: 3 clusters Score -5527634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5527655.500000 Penalty: 5337.395508
	Iteration 75Q: 3 clusters Score -5527656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -5527680.500000 Penalty: 5337.395508
	Iteration 76Q: 3 clusters Score -5527680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -5527707.000000 Penalty: 5337.395508
	Iteration 77Q: 3 clusters Score -5527707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5527715.500000 Penalty: 5337.395508
	Iteration 78Q: 3 clusters Score -5527716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5527732.000000 Penalty: 5337.395508
	Iteration 79Q: 3 clusters Score -5527732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -5527745.500000 Penalty: 5337.395508
	Iteration 80F: 3 clusters Score -5527746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5527761.000000 Penalty: 5337.395508
	Iteration 81Q: 3 clusters Score -5527761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -5527770.000000 Penalty: 5337.395508
	Iteration 82Q: 3 clusters Score -5527770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -5527788.500000 Penalty: 5337.395508
	Iteration 83Q: 3 clusters Score -5527788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -5527798.000000 Penalty: 5337.395508
	Iteration 84Q: 3 clusters Score -5527798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5527809.500000 Penalty: 5337.395508
	Iteration 85Q: 3 clusters Score -5527810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -5527814.500000 Penalty: 5337.395508
	Iteration 86Q: 3 clusters Score -5527814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -5527819.000000 Penalty: 5337.395508
	Iteration 87Q: 3 clusters Score -5527819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5527824.500000 Penalty: 5337.395508
	Iteration 88Q: 3 clusters Score -5527824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -5527824.500000 Penalty: 5337.395508
	Iteration 89Q: 3 clusters Score -5527824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5527824.000000 Penalty: 5337.395508
	Iteration 90Q: 3 clusters Score -5527824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -5527827.000000 Penalty: 5337.395508
	Iteration 91Q: 3 clusters Score -5527827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5527837.500000 Penalty: 5337.395508
	Iteration 92Q: 3 clusters Score -5527838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -5527837.500000 Penalty: 5337.395508
	Iteration 93Q: 3 clusters Score -5527838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -5527836.000000 Penalty: 5337.395508
	Iteration 94Q: 3 clusters Score -5527836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5527852.500000 Penalty: 5337.395508
	Iteration 95Q: 3 clusters Score -5527852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -5527854.000000 Penalty: 5337.395508
	Iteration 96Q: 3 clusters Score -5527854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -5527869.500000 Penalty: 5337.395508
	Iteration 97Q: 3 clusters Score -5527870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -5527873.500000 Penalty: 5337.395508
	Iteration 98Q: 3 clusters Score -5527874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -5527881.500000 Penalty: 5337.395508
	Iteration 99Q: 3 clusters Score -5527882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -5527878.500000 Penalty: 5337.395508
	Iteration 100F: 3 clusters Score -5527878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -5527881.000000 Penalty: 5337.395508
	Iteration 101Q: 3 clusters Score -5527881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5527888.500000 Penalty: 5337.395508
	Iteration 102Q: 3 clusters Score -5527888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5527887.000000 Penalty: 5337.395508
	Iteration 103Q: 3 clusters Score -5527887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -5527886.500000 Penalty: 5337.395508
	Iteration 104Q: 3 clusters Score -5527886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5527888.500000 Penalty: 5337.395508
	Iteration 105Q: 3 clusters Score -5527888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -5527899.500000 Penalty: 5337.395508
	Iteration 106Q: 3 clusters Score -5527900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -5527895.000000 Penalty: 5337.395508
	Iteration 107Q: 3 clusters Score -5527895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -5527902.500000 Penalty: 5337.395508
	Iteration 108Q: 3 clusters Score -5527902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -5527906.500000 Penalty: 5337.395508
	Iteration 109Q: 3 clusters Score -5527906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -5527907.000000 Penalty: 5337.395508
	Iteration 110Q: 3 clusters Score -5527907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -5527904.000000 Penalty: 5337.395508
	Iteration 111Q: 3 clusters Score -5527904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -5527904.000000 Penalty: 5337.395508
	Iteration 112F: 3 clusters Score -5527904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -770995.437500 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -770995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -765519.937500 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -765519.9 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -767348.000000 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -767348 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -767786.062500 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -767786.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -768094.250000 Penalty: 4358.385254
	Iteration 3F: 3 clusters Score -768094.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -768345.250000 Penalty: 4358.385254
	Iteration 4F: 3 clusters Score -768345.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -768573.375000 Penalty: 4358.385254
	Iteration 5Q: 3 clusters Score -768573.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -768780.000000 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -768780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -768945.750000 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -768945.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -769059.625000 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -769059.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -769141.875000 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -769141.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -769217.562500 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -769217.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -769287.437500 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -769287.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -769337.187500 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -769337.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -769381.812500 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -769381.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -769423.750000 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -769423.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -769459.375000 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -769459.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -769490.250000 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -769490.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -769514.125000 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -769514.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -769533.125000 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -769533.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -769547.562500 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -769547.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -769563.812500 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -769563.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -769577.312500 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -769577.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -769584.562500 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -769584.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -769589.312500 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -769589.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -769591.562500 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -769591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -769593.437500 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -769593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -769595.625000 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -769595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -769597.125000 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -769597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -769601.437500 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -769601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -769601.437500 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -769601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -769602.312500 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -769602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -769602.125000 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -769602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -769601.250000 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -769601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -769601.250000 Penalty: 4358.385254
	Iteration 33F: 3 clusters Score -769601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169850 members 
Entering Unmasked Estep 
Score: -20398740.000000 Penalty: 2986.582520
	Iteration 0F: 2 clusters Score -2.039874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -20288534.000000 Penalty: 5973.165039
	Iteration 0F: 3 clusters Score -2.028853e+07 nChanged 81597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -20336196.000000 Penalty: 5973.165039
	Iteration 1F: 3 clusters Score -2.03362e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -20337330.000000 Penalty: 5973.165039
	Iteration 2Q: 3 clusters Score -2.033733e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -20338946.000000 Penalty: 5973.165039
	Iteration 3Q: 3 clusters Score -2.033895e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -20340696.000000 Penalty: 5973.165039
	Iteration 4Q: 3 clusters Score -2.03407e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -20342536.000000 Penalty: 5973.165039
	Iteration 5Q: 3 clusters Score -2.034254e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -20344600.000000 Penalty: 5973.165039
	Iteration 6Q: 3 clusters Score -2.03446e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -20346800.000000 Penalty: 5973.165039
	Iteration 7Q: 3 clusters Score -2.03468e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -20349114.000000 Penalty: 5973.165039
	Iteration 8Q: 3 clusters Score -2.034911e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -20351742.000000 Penalty: 5973.165039
	Iteration 9Q: 3 clusters Score -2.035174e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -20354570.000000 Penalty: 5973.165039
	Iteration 10Q: 3 clusters Score -2.035457e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 112068 members 
Entering Unmasked Estep 
Score: -20358028.000000 Penalty: 5973.165039
	Iteration 11Q: 3 clusters Score -2.035803e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 119582 members 
Entering Unmasked Estep 
Score: -20362412.000000 Penalty: 5973.165039
	Iteration 12Q: 3 clusters Score -2.036241e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -20368084.000000 Penalty: 5973.165039
	Iteration 13F: 3 clusters Score -2.036808e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -20374382.000000 Penalty: 5973.165039
	Iteration 14F: 3 clusters Score -2.037438e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 144792 members 
Entering Unmasked Estep 
Score: -20380978.000000 Penalty: 5973.165039
	Iteration 15Q: 3 clusters Score -2.038098e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -20386434.000000 Penalty: 5973.165039
	Iteration 16Q: 3 clusters Score -2.038643e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -20390478.000000 Penalty: 5973.165039
	Iteration 17Q: 3 clusters Score -2.039048e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -20393022.000000 Penalty: 5973.165039
	Iteration 18Q: 3 clusters Score -2.039302e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -20394342.000000 Penalty: 5973.165039
	Iteration 19Q: 3 clusters Score -2.039434e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -20395196.000000 Penalty: 5973.165039
	Iteration 20F: 3 clusters Score -2.03952e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 167447 members 
Entering Unmasked Estep 
Score: -20395636.000000 Penalty: 5973.165039
	Iteration 21Q: 3 clusters Score -2.039564e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 168100 members 
Entering Unmasked Estep 
Score: -20395936.000000 Penalty: 5973.165039
	Iteration 22Q: 3 clusters Score -2.039594e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -20396046.000000 Penalty: 5973.165039
	Iteration 23Q: 3 clusters Score -2.039605e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 168676 members 
Entering Unmasked Estep 
Score: -20396148.000000 Penalty: 5973.165039
	Iteration 24Q: 3 clusters Score -2.039615e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -20396196.000000 Penalty: 5973.165039
	Iteration 25Q: 3 clusters Score -2.03962e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -20396234.000000 Penalty: 5973.165039
	Iteration 26Q: 3 clusters Score -2.039623e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 168986 members 
Entering Unmasked Estep 
Score: -20396246.000000 Penalty: 5973.165039
	Iteration 27Q: 3 clusters Score -2.039625e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -20396280.000000 Penalty: 5973.165039
	Iteration 28Q: 3 clusters Score -2.039628e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -20396308.000000 Penalty: 5973.165039
	Iteration 29Q: 3 clusters Score -2.039631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 169129 members 
Entering Unmasked Estep 
Score: -20396322.000000 Penalty: 5973.165039
	Iteration 30Q: 3 clusters Score -2.039632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 169152 members 
Entering Unmasked Estep 
Score: -20396332.000000 Penalty: 5973.165039
	Iteration 31Q: 3 clusters Score -2.039633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -20396338.000000 Penalty: 5973.165039
	Iteration 32Q: 3 clusters Score -2.039634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 169178 members 
Entering Unmasked Estep 
Score: -20396336.000000 Penalty: 5973.165039
	Iteration 33Q: 3 clusters Score -2.039634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 169188 members 
Entering Unmasked Estep 
Score: -20396356.000000 Penalty: 5973.165039
	Iteration 34Q: 3 clusters Score -2.039636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 169198 members 
Entering Unmasked Estep 
Score: -20396350.000000 Penalty: 5973.165039
	Iteration 35Q: 3 clusters Score -2.039635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 169205 members 
Entering Unmasked Estep 
Score: -20396360.000000 Penalty: 5973.165039
	Iteration 36Q: 3 clusters Score -2.039636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 169214 members 
Entering Unmasked Estep 
Score: -20396372.000000 Penalty: 5973.165039
	Iteration 37Q: 3 clusters Score -2.039637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 169221 members 
Entering Unmasked Estep 
Score: -20396368.000000 Penalty: 5973.165039
	Iteration 38Q: 3 clusters Score -2.039637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -20396386.000000 Penalty: 5973.165039
	Iteration 39Q: 3 clusters Score -2.039639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -20396368.000000 Penalty: 5973.165039
	Iteration 40F: 3 clusters Score -2.039637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -20396366.000000 Penalty: 5973.165039
	Iteration 41Q: 3 clusters Score -2.039637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -20396382.000000 Penalty: 5973.165039
	Iteration 42Q: 3 clusters Score -2.039638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -20396400.000000 Penalty: 5973.165039
	Iteration 43Q: 3 clusters Score -2.03964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -20396392.000000 Penalty: 5973.165039
	Iteration 44Q: 3 clusters Score -2.039639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -20396394.000000 Penalty: 5973.165039
	Iteration 45Q: 3 clusters Score -2.039639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 169252 members 
Entering Unmasked Estep 
Score: -20396408.000000 Penalty: 5973.165039
	Iteration 46Q: 3 clusters Score -2.039641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 169260 members 
Entering Unmasked Estep 
Score: -20396392.000000 Penalty: 5973.165039
	Iteration 47Q: 3 clusters Score -2.039639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 169269 members 
Entering Unmasked Estep 
Score: -20396394.000000 Penalty: 5973.165039
	Iteration 48Q: 3 clusters Score -2.039639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 169273 members 
Entering Unmasked Estep 
Score: -20396396.000000 Penalty: 5973.165039
	Iteration 49Q: 3 clusters Score -2.03964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 169276 members 
Entering Unmasked Estep 
Score: -20396412.000000 Penalty: 5973.165039
	Iteration 50Q: 3 clusters Score -2.039641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 169280 members 
Entering Unmasked Estep 
Score: -20396422.000000 Penalty: 5973.165039
	Iteration 51Q: 3 clusters Score -2.039642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 169285 members 
Entering Unmasked Estep 
Score: -20396410.000000 Penalty: 5973.165039
	Iteration 52Q: 3 clusters Score -2.039641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -20396416.000000 Penalty: 5973.165039
	Iteration 53Q: 3 clusters Score -2.039642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -20396422.000000 Penalty: 5973.165039
	Iteration 54Q: 3 clusters Score -2.039642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -20396420.000000 Penalty: 5973.165039
	Iteration 55Q: 3 clusters Score -2.039642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -20396430.000000 Penalty: 5973.165039
	Iteration 56Q: 3 clusters Score -2.039643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 169296 members 
Entering Unmasked Estep 
Score: -20396450.000000 Penalty: 5973.165039
	Iteration 57Q: 3 clusters Score -2.039645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -20396440.000000 Penalty: 5973.165039
	Iteration 58Q: 3 clusters Score -2.039644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 169303 members 
Entering Unmasked Estep 
Score: -20396444.000000 Penalty: 5973.165039
	Iteration 59Q: 3 clusters Score -2.039644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 169307 members 
Entering Unmasked Estep 
Score: -20396450.000000 Penalty: 5973.165039
	Iteration 60F: 3 clusters Score -2.039645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -20396452.000000 Penalty: 5973.165039
	Iteration 61Q: 3 clusters Score -2.039645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -20396452.000000 Penalty: 5973.165039
	Iteration 62F: 3 clusters Score -2.039645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Entering Unmasked Estep 
Score: -5380311.500000 Penalty: 2654.549561
	Iteration 0F: 2 clusters Score -5380312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -5350079.000000 Penalty: 5309.099121
	Iteration 0F: 3 clusters Score -5350079 nChanged 20412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5361416.000000 Penalty: 5309.099121
	Iteration 1F: 3 clusters Score -5361416 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5361929.500000 Penalty: 5309.099121
	Iteration 2Q: 3 clusters Score -5361930 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5362381.500000 Penalty: 5309.099121
	Iteration 3Q: 3 clusters Score -5362382 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5362752.500000 Penalty: 5309.099121
	Iteration 4Q: 3 clusters Score -5362752 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -5363206.000000 Penalty: 5309.099121
	Iteration 5Q: 3 clusters Score -5363206 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5363711.500000 Penalty: 5309.099121
	Iteration 6Q: 3 clusters Score -5363712 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5364416.000000 Penalty: 5309.099121
	Iteration 7Q: 3 clusters Score -5364416 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5365456.500000 Penalty: 5309.099121
	Iteration 8Q: 3 clusters Score -5365456 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -5366977.500000 Penalty: 5309.099121
	Iteration 9F: 3 clusters Score -5366978 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -5369082.500000 Penalty: 5309.099121
	Iteration 10F: 3 clusters Score -5369082 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -5371627.000000 Penalty: 5309.099121
	Iteration 11F: 3 clusters Score -5371627 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -5374024.000000 Penalty: 5309.099121
	Iteration 12F: 3 clusters Score -5374024 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5375673.500000 Penalty: 5309.099121
	Iteration 13Q: 3 clusters Score -5375674 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5376603.500000 Penalty: 5309.099121
	Iteration 14Q: 3 clusters Score -5376604 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5377097.500000 Penalty: 5309.099121
	Iteration 15Q: 3 clusters Score -5377098 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5377354.500000 Penalty: 5309.099121
	Iteration 16Q: 3 clusters Score -5377354 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5377527.000000 Penalty: 5309.099121
	Iteration 17Q: 3 clusters Score -5377527 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5377650.500000 Penalty: 5309.099121
	Iteration 18Q: 3 clusters Score -5377650 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5377723.500000 Penalty: 5309.099121
	Iteration 19Q: 3 clusters Score -5377724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5377794.500000 Penalty: 5309.099121
	Iteration 20F: 3 clusters Score -5377794 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5377851.500000 Penalty: 5309.099121
	Iteration 21Q: 3 clusters Score -5377852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5377896.500000 Penalty: 5309.099121
	Iteration 22Q: 3 clusters Score -5377896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5377925.000000 Penalty: 5309.099121
	Iteration 23Q: 3 clusters Score -5377925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5377951.500000 Penalty: 5309.099121
	Iteration 24Q: 3 clusters Score -5377952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5377981.000000 Penalty: 5309.099121
	Iteration 25Q: 3 clusters Score -5377981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5377990.000000 Penalty: 5309.099121
	Iteration 26Q: 3 clusters Score -5377990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5378005.000000 Penalty: 5309.099121
	Iteration 27Q: 3 clusters Score -5378005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5378017.000000 Penalty: 5309.099121
	Iteration 28Q: 3 clusters Score -5378017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5378032.500000 Penalty: 5309.099121
	Iteration 29Q: 3 clusters Score -5378032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5378042.000000 Penalty: 5309.099121
	Iteration 30Q: 3 clusters Score -5378042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5378048.500000 Penalty: 5309.099121
	Iteration 31Q: 3 clusters Score -5378048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5378059.000000 Penalty: 5309.099121
	Iteration 32Q: 3 clusters Score -5378059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5378063.500000 Penalty: 5309.099121
	Iteration 33Q: 3 clusters Score -5378064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5378066.500000 Penalty: 5309.099121
	Iteration 34Q: 3 clusters Score -5378066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5378070.000000 Penalty: 5309.099121
	Iteration 35Q: 3 clusters Score -5378070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5378074.500000 Penalty: 5309.099121
	Iteration 36Q: 3 clusters Score -5378074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5378082.000000 Penalty: 5309.099121
	Iteration 37Q: 3 clusters Score -5378082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5378079.000000 Penalty: 5309.099121
	Iteration 38Q: 3 clusters Score -5378079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5378087.000000 Penalty: 5309.099121
	Iteration 39Q: 3 clusters Score -5378087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5378096.000000 Penalty: 5309.099121
	Iteration 40F: 3 clusters Score -5378096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5378096.000000 Penalty: 5309.099121
	Iteration 41Q: 3 clusters Score -5378096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5378103.500000 Penalty: 5309.099121
	Iteration 42Q: 3 clusters Score -5378104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5378101.500000 Penalty: 5309.099121
	Iteration 43Q: 3 clusters Score -5378102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5378109.500000 Penalty: 5309.099121
	Iteration 44Q: 3 clusters Score -5378110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5378116.500000 Penalty: 5309.099121
	Iteration 45Q: 3 clusters Score -5378116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5378121.500000 Penalty: 5309.099121
	Iteration 46Q: 3 clusters Score -5378122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5378119.500000 Penalty: 5309.099121
	Iteration 47Q: 3 clusters Score -5378120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5378117.000000 Penalty: 5309.099121
	Iteration 48Q: 3 clusters Score -5378117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5378118.000000 Penalty: 5309.099121
	Iteration 49Q: 3 clusters Score -5378118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5378118.000000 Penalty: 5309.099121
	Iteration 50F: 3 clusters Score -5378118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Entering Unmasked Estep 
Score: -4621062.500000 Penalty: 2621.533936
	Iteration 0F: 2 clusters Score -4621062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4594683.000000 Penalty: 5243.067871
	Iteration 0F: 3 clusters Score -4594683 nChanged 17835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4604770.500000 Penalty: 5243.067871
	Iteration 1F: 3 clusters Score -4604770 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4605580.000000 Penalty: 5243.067871
	Iteration 2F: 3 clusters Score -4605580 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4606447.000000 Penalty: 5243.067871
	Iteration 3F: 3 clusters Score -4606447 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4607468.500000 Penalty: 5243.067871
	Iteration 4F: 3 clusters Score -4607468 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4608583.000000 Penalty: 5243.067871
	Iteration 5F: 3 clusters Score -4608583 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4609912.500000 Penalty: 5243.067871
	Iteration 6F: 3 clusters Score -4609912 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4611326.500000 Penalty: 5243.067871
	Iteration 7F: 3 clusters Score -4611326 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4612672.500000 Penalty: 5243.067871
	Iteration 8F: 3 clusters Score -4612672 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4613975.500000 Penalty: 5243.067871
	Iteration 9Q: 3 clusters Score -4613976 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4615140.000000 Penalty: 5243.067871
	Iteration 10Q: 3 clusters Score -4615140 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4616139.000000 Penalty: 5243.067871
	Iteration 11Q: 3 clusters Score -4616139 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4617024.000000 Penalty: 5243.067871
	Iteration 12Q: 3 clusters Score -4617024 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4617620.500000 Penalty: 5243.067871
	Iteration 13Q: 3 clusters Score -4617620 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4617982.000000 Penalty: 5243.067871
	Iteration 14Q: 3 clusters Score -4617982 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4618205.000000 Penalty: 5243.067871
	Iteration 15Q: 3 clusters Score -4618205 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4618334.000000 Penalty: 5243.067871
	Iteration 16Q: 3 clusters Score -4618334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4618443.500000 Penalty: 5243.067871
	Iteration 17Q: 3 clusters Score -4618444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4618503.000000 Penalty: 5243.067871
	Iteration 18Q: 3 clusters Score -4618503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4618553.000000 Penalty: 5243.067871
	Iteration 19Q: 3 clusters Score -4618553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4618606.000000 Penalty: 5243.067871
	Iteration 20F: 3 clusters Score -4618606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4618639.000000 Penalty: 5243.067871
	Iteration 21Q: 3 clusters Score -4618639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4618662.500000 Penalty: 5243.067871
	Iteration 22Q: 3 clusters Score -4618662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4618687.500000 Penalty: 5243.067871
	Iteration 23Q: 3 clusters Score -4618688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4618717.000000 Penalty: 5243.067871
	Iteration 24Q: 3 clusters Score -4618717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4618727.500000 Penalty: 5243.067871
	Iteration 25Q: 3 clusters Score -4618728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4618735.500000 Penalty: 5243.067871
	Iteration 26Q: 3 clusters Score -4618736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4618754.000000 Penalty: 5243.067871
	Iteration 27Q: 3 clusters Score -4618754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4618775.000000 Penalty: 5243.067871
	Iteration 28Q: 3 clusters Score -4618775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4618776.000000 Penalty: 5243.067871
	Iteration 29Q: 3 clusters Score -4618776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4618780.500000 Penalty: 5243.067871
	Iteration 30Q: 3 clusters Score -4618780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4618780.000000 Penalty: 5243.067871
	Iteration 31Q: 3 clusters Score -4618780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4618779.000000 Penalty: 5243.067871
	Iteration 32Q: 3 clusters Score -4618779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4618790.000000 Penalty: 5243.067871
	Iteration 33Q: 3 clusters Score -4618790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4618797.500000 Penalty: 5243.067871
	Iteration 34Q: 3 clusters Score -4618798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4618797.500000 Penalty: 5243.067871
	Iteration 35Q: 3 clusters Score -4618798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4618803.000000 Penalty: 5243.067871
	Iteration 36Q: 3 clusters Score -4618803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4618804.500000 Penalty: 5243.067871
	Iteration 37Q: 3 clusters Score -4618804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4618808.500000 Penalty: 5243.067871
	Iteration 38Q: 3 clusters Score -4618808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4618813.500000 Penalty: 5243.067871
	Iteration 39Q: 3 clusters Score -4618814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4618818.500000 Penalty: 5243.067871
	Iteration 40F: 3 clusters Score -4618818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4618827.000000 Penalty: 5243.067871
	Iteration 41Q: 3 clusters Score -4618827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4618831.500000 Penalty: 5243.067871
	Iteration 42Q: 3 clusters Score -4618832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4618831.500000 Penalty: 5243.067871
	Iteration 43Q: 3 clusters Score -4618832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4618828.000000 Penalty: 5243.067871
	Iteration 44Q: 3 clusters Score -4618828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4618828.000000 Penalty: 5243.067871
	Iteration 45F: 3 clusters Score -4618828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Entering Unmasked Estep 
Score: -1682867.625000 Penalty: 2387.040039
	Iteration 0F: 2 clusters Score -1682868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1671937.125000 Penalty: 4774.080078
	Iteration 0F: 3 clusters Score -1671937 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1675703.375000 Penalty: 4774.080078
	Iteration 1F: 3 clusters Score -1675703 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1676238.875000 Penalty: 4774.080078
	Iteration 2F: 3 clusters Score -1676239 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1676717.125000 Penalty: 4774.080078
	Iteration 3F: 3 clusters Score -1676717 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1677210.000000 Penalty: 4774.080078
	Iteration 4F: 3 clusters Score -1677210 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1677709.250000 Penalty: 4774.080078
	Iteration 5F: 3 clusters Score -1677709 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1678240.750000 Penalty: 4774.080078
	Iteration 6F: 3 clusters Score -1678241 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1678739.250000 Penalty: 4774.080078
	Iteration 7F: 3 clusters Score -1678739 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1679195.000000 Penalty: 4774.080078
	Iteration 8F: 3 clusters Score -1679195 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1679592.375000 Penalty: 4774.080078
	Iteration 9Q: 3 clusters Score -1679592 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1679961.250000 Penalty: 4774.080078
	Iteration 10Q: 3 clusters Score -1679961 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1680311.375000 Penalty: 4774.080078
	Iteration 11Q: 3 clusters Score -1680311 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1680721.125000 Penalty: 4774.080078
	Iteration 12Q: 3 clusters Score -1680721 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1681160.125000 Penalty: 4774.080078
	Iteration 13Q: 3 clusters Score -1681160 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1681552.250000 Penalty: 4774.080078
	Iteration 14Q: 3 clusters Score -1681552 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1681757.250000 Penalty: 4774.080078
	Iteration 15Q: 3 clusters Score -1681757 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1681881.500000 Penalty: 4774.080078
	Iteration 16Q: 3 clusters Score -1681882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1681944.500000 Penalty: 4774.080078
	Iteration 17Q: 3 clusters Score -1681944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1681981.625000 Penalty: 4774.080078
	Iteration 18Q: 3 clusters Score -1681982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1682006.875000 Penalty: 4774.080078
	Iteration 19Q: 3 clusters Score -1682007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1682023.000000 Penalty: 4774.080078
	Iteration 20F: 3 clusters Score -1682023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1682044.375000 Penalty: 4774.080078
	Iteration 21Q: 3 clusters Score -1682044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1682054.750000 Penalty: 4774.080078
	Iteration 22Q: 3 clusters Score -1682055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1682072.625000 Penalty: 4774.080078
	Iteration 23Q: 3 clusters Score -1682073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1682085.625000 Penalty: 4774.080078
	Iteration 24Q: 3 clusters Score -1682086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1682093.625000 Penalty: 4774.080078
	Iteration 25Q: 3 clusters Score -1682094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1682106.875000 Penalty: 4774.080078
	Iteration 26Q: 3 clusters Score -1682107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1682124.000000 Penalty: 4774.080078
	Iteration 27Q: 3 clusters Score -1682124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1682134.000000 Penalty: 4774.080078
	Iteration 28Q: 3 clusters Score -1682134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1682142.375000 Penalty: 4774.080078
	Iteration 29Q: 3 clusters Score -1682142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1682151.375000 Penalty: 4774.080078
	Iteration 30Q: 3 clusters Score -1682151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1682167.875000 Penalty: 4774.080078
	Iteration 31Q: 3 clusters Score -1682168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1682176.125000 Penalty: 4774.080078
	Iteration 32Q: 3 clusters Score -1682176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1682177.500000 Penalty: 4774.080078
	Iteration 33Q: 3 clusters Score -1682178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1682182.875000 Penalty: 4774.080078
	Iteration 34Q: 3 clusters Score -1682183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1682185.875000 Penalty: 4774.080078
	Iteration 35Q: 3 clusters Score -1682186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1682184.375000 Penalty: 4774.080078
	Iteration 36Q: 3 clusters Score -1682184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1682186.875000 Penalty: 4774.080078
	Iteration 37Q: 3 clusters Score -1682187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1682188.875000 Penalty: 4774.080078
	Iteration 38Q: 3 clusters Score -1682189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1682188.875000 Penalty: 4774.080078
	Iteration 39F: 3 clusters Score -1682189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -829426.687500 Penalty: 2194.394775
	Iteration 0F: 2 clusters Score -829426.7 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 3470 members 
Entering Unmasked Estep 
Score: -823657.687500 Penalty: 4388.789551
	Iteration 0F: 3 clusters Score -823657.7 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -825191.125000 Penalty: 4388.789551
	Iteration 1F: 3 clusters Score -825191.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -825471.687500 Penalty: 4388.789551
	Iteration 2F: 3 clusters Score -825471.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -825657.125000 Penalty: 4388.789551
	Iteration 3F: 3 clusters Score -825657.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -825814.562500 Penalty: 4388.789551
	Iteration 4Q: 3 clusters Score -825814.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -825952.500000 Penalty: 4388.789551
	Iteration 5Q: 3 clusters Score -825952.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -826108.062500 Penalty: 4388.789551
	Iteration 6Q: 3 clusters Score -826108.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -826266.562500 Penalty: 4388.789551
	Iteration 7Q: 3 clusters Score -826266.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -826450.625000 Penalty: 4388.789551
	Iteration 8Q: 3 clusters Score -826450.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -826655.750000 Penalty: 4388.789551
	Iteration 9Q: 3 clusters Score -826655.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -826903.187500 Penalty: 4388.789551
	Iteration 10Q: 3 clusters Score -826903.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -827174.437500 Penalty: 4388.789551
	Iteration 11Q: 3 clusters Score -827174.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -827376.875000 Penalty: 4388.789551
	Iteration 12Q: 3 clusters Score -827376.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -827491.500000 Penalty: 4388.789551
	Iteration 13Q: 3 clusters Score -827491.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -827583.875000 Penalty: 4388.789551
	Iteration 14Q: 3 clusters Score -827583.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -827636.062500 Penalty: 4388.789551
	Iteration 15Q: 3 clusters Score -827636.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -827678.875000 Penalty: 4388.789551
	Iteration 16Q: 3 clusters Score -827678.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -827703.687500 Penalty: 4388.789551
	Iteration 17Q: 3 clusters Score -827703.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -827717.375000 Penalty: 4388.789551
	Iteration 18Q: 3 clusters Score -827717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -827731.187500 Penalty: 4388.789551
	Iteration 19Q: 3 clusters Score -827731.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -827750.187500 Penalty: 4388.789551
	Iteration 20F: 3 clusters Score -827750.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -827766.937500 Penalty: 4388.789551
	Iteration 21Q: 3 clusters Score -827766.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -827773.687500 Penalty: 4388.789551
	Iteration 22Q: 3 clusters Score -827773.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -827783.312500 Penalty: 4388.789551
	Iteration 23Q: 3 clusters Score -827783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -827786.562500 Penalty: 4388.789551
	Iteration 24Q: 3 clusters Score -827786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -827791.750000 Penalty: 4388.789551
	Iteration 25Q: 3 clusters Score -827791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -827796.687500 Penalty: 4388.789551
	Iteration 26Q: 3 clusters Score -827796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -827796.375000 Penalty: 4388.789551
	Iteration 27Q: 3 clusters Score -827796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -827796.500000 Penalty: 4388.789551
	Iteration 28Q: 3 clusters Score -827796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -827798.375000 Penalty: 4388.789551
	Iteration 29Q: 3 clusters Score -827798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -827799.625000 Penalty: 4388.789551
	Iteration 30Q: 3 clusters Score -827799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -827799.625000 Penalty: 4388.789551
	Iteration 31F: 3 clusters Score -827799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Entering Unmasked Estep 
Score: -19919886.000000 Penalty: 2984.040527
	Iteration 0F: 2 clusters Score -1.991989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -19809722.000000 Penalty: 5968.081055
	Iteration 0F: 3 clusters Score -1.980972e+07 nChanged 80445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -19856984.000000 Penalty: 5968.081055
	Iteration 1F: 3 clusters Score -1.985698e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -19858474.000000 Penalty: 5968.081055
	Iteration 2Q: 3 clusters Score -1.985847e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -19860398.000000 Penalty: 5968.081055
	Iteration 3Q: 3 clusters Score -1.98604e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -19863598.000000 Penalty: 5968.081055
	Iteration 4Q: 3 clusters Score -1.98636e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -19868502.000000 Penalty: 5968.081055
	Iteration 5F: 3 clusters Score -1.98685e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -19875300.000000 Penalty: 5968.081055
	Iteration 6F: 3 clusters Score -1.98753e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 124218 members 
Entering Unmasked Estep 
Score: -19883146.000000 Penalty: 5968.081055
	Iteration 7F: 3 clusters Score -1.988315e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 135007 members 
Entering Unmasked Estep 
Score: -19891744.000000 Penalty: 5968.081055
	Iteration 8F: 3 clusters Score -1.989174e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 145246 members 
Entering Unmasked Estep 
Score: -19900434.000000 Penalty: 5968.081055
	Iteration 9F: 3 clusters Score -1.990043e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 153927 members 
Entering Unmasked Estep 
Score: -19907504.000000 Penalty: 5968.081055
	Iteration 10F: 3 clusters Score -1.99075e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -19912622.000000 Penalty: 5968.081055
	Iteration 11Q: 3 clusters Score -1.991262e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -19915140.000000 Penalty: 5968.081055
	Iteration 12Q: 3 clusters Score -1.991514e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 166157 members 
Entering Unmasked Estep 
Score: -19916578.000000 Penalty: 5968.081055
	Iteration 13Q: 3 clusters Score -1.991658e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -19917018.000000 Penalty: 5968.081055
	Iteration 14Q: 3 clusters Score -1.991702e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 167371 members 
Entering Unmasked Estep 
Score: -19917196.000000 Penalty: 5968.081055
	Iteration 15Q: 3 clusters Score -1.99172e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 167517 members 
Entering Unmasked Estep 
Score: -19917280.000000 Penalty: 5968.081055
	Iteration 16Q: 3 clusters Score -1.991728e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -19917338.000000 Penalty: 5968.081055
	Iteration 17Q: 3 clusters Score -1.991734e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -19917382.000000 Penalty: 5968.081055
	Iteration 18Q: 3 clusters Score -1.991738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -19917398.000000 Penalty: 5968.081055
	Iteration 19Q: 3 clusters Score -1.99174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -19917448.000000 Penalty: 5968.081055
	Iteration 20F: 3 clusters Score -1.991745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 167648 members 
Entering Unmasked Estep 
Score: -19917430.000000 Penalty: 5968.081055
	Iteration 21Q: 3 clusters Score -1.991743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 167660 members 
Entering Unmasked Estep 
Score: -19917434.000000 Penalty: 5968.081055
	Iteration 22Q: 3 clusters Score -1.991743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 167665 members 
Entering Unmasked Estep 
Score: -19917436.000000 Penalty: 5968.081055
	Iteration 23Q: 3 clusters Score -1.991744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 167668 members 
Entering Unmasked Estep 
Score: -19917434.000000 Penalty: 5968.081055
	Iteration 24Q: 3 clusters Score -1.991743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 167672 members 
Entering Unmasked Estep 
Score: -19917436.000000 Penalty: 5968.081055
	Iteration 25Q: 3 clusters Score -1.991744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -19917446.000000 Penalty: 5968.081055
	Iteration 26Q: 3 clusters Score -1.991745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 167675 members 
Entering Unmasked Estep 
Score: -19917444.000000 Penalty: 5968.081055
	Iteration 27Q: 3 clusters Score -1.991744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -19917458.000000 Penalty: 5968.081055
	Iteration 28Q: 3 clusters Score -1.991746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 167681 members 
Entering Unmasked Estep 
Score: -19917480.000000 Penalty: 5968.081055
	Iteration 29Q: 3 clusters Score -1.991748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -19917474.000000 Penalty: 5968.081055
	Iteration 30Q: 3 clusters Score -1.991747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 167680 members 
Entering Unmasked Estep 
Score: -19917476.000000 Penalty: 5968.081055
	Iteration 31Q: 3 clusters Score -1.991748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -19917474.000000 Penalty: 5968.081055
	Iteration 32Q: 3 clusters Score -1.991747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -19917490.000000 Penalty: 5968.081055
	Iteration 33Q: 3 clusters Score -1.991749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -19917484.000000 Penalty: 5968.081055
	Iteration 34Q: 3 clusters Score -1.991748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -19917490.000000 Penalty: 5968.081055
	Iteration 35Q: 3 clusters Score -1.991749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -19917488.000000 Penalty: 5968.081055
	Iteration 36Q: 3 clusters Score -1.991749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 167692 members 
Entering Unmasked Estep 
Score: -19917508.000000 Penalty: 5968.081055
	Iteration 37Q: 3 clusters Score -1.991751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 167694 members 
Entering Unmasked Estep 
Score: -19917516.000000 Penalty: 5968.081055
	Iteration 38Q: 3 clusters Score -1.991752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 167693 members 
Entering Unmasked Estep 
Score: -19917514.000000 Penalty: 5968.081055
	Iteration 39Q: 3 clusters Score -1.991751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 167693 members 
Entering Unmasked Estep 
Score: -19917514.000000 Penalty: 5968.081055
	Iteration 40F: 3 clusters Score -1.991751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Entering Unmasked Estep 
Score: -13415371.000000 Penalty: 2883.229248
	Iteration 0F: 2 clusters Score -1.341537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -13340550.000000 Penalty: 5766.458496
	Iteration 0F: 3 clusters Score -1.334055e+07 nChanged 52845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -13371035.000000 Penalty: 5766.458496
	Iteration 1F: 3 clusters Score -1.337104e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -13372200.000000 Penalty: 5766.458496
	Iteration 2Q: 3 clusters Score -1.33722e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -13373863.000000 Penalty: 5766.458496
	Iteration 3Q: 3 clusters Score -1.337386e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -13376610.000000 Penalty: 5766.458496
	Iteration 4F: 3 clusters Score -1.337661e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -13380541.000000 Penalty: 5766.458496
	Iteration 5F: 3 clusters Score -1.338054e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -13386108.000000 Penalty: 5766.458496
	Iteration 6F: 3 clusters Score -1.338611e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -13392959.000000 Penalty: 5766.458496
	Iteration 7F: 3 clusters Score -1.339296e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -13400214.000000 Penalty: 5766.458496
	Iteration 8F: 3 clusters Score -1.340021e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -13405377.000000 Penalty: 5766.458496
	Iteration 9Q: 3 clusters Score -1.340538e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -13407819.000000 Penalty: 5766.458496
	Iteration 10Q: 3 clusters Score -1.340782e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -13408912.000000 Penalty: 5766.458496
	Iteration 11Q: 3 clusters Score -1.340891e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -13409539.000000 Penalty: 5766.458496
	Iteration 12Q: 3 clusters Score -1.340954e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -13410031.000000 Penalty: 5766.458496
	Iteration 13Q: 3 clusters Score -1.341003e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -13410449.000000 Penalty: 5766.458496
	Iteration 14Q: 3 clusters Score -1.341045e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -13410701.000000 Penalty: 5766.458496
	Iteration 15Q: 3 clusters Score -1.34107e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -13410987.000000 Penalty: 5766.458496
	Iteration 16Q: 3 clusters Score -1.341099e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -13411286.000000 Penalty: 5766.458496
	Iteration 17Q: 3 clusters Score -1.341129e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -13411531.000000 Penalty: 5766.458496
	Iteration 18Q: 3 clusters Score -1.341153e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -13411775.000000 Penalty: 5766.458496
	Iteration 19Q: 3 clusters Score -1.341178e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -13411962.000000 Penalty: 5766.458496
	Iteration 20F: 3 clusters Score -1.341196e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -13412110.000000 Penalty: 5766.458496
	Iteration 21Q: 3 clusters Score -1.341211e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -13412352.000000 Penalty: 5766.458496
	Iteration 22Q: 3 clusters Score -1.341235e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -13412539.000000 Penalty: 5766.458496
	Iteration 23Q: 3 clusters Score -1.341254e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -13412719.000000 Penalty: 5766.458496
	Iteration 24Q: 3 clusters Score -1.341272e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -13412900.000000 Penalty: 5766.458496
	Iteration 25Q: 3 clusters Score -1.34129e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -13413044.000000 Penalty: 5766.458496
	Iteration 26Q: 3 clusters Score -1.341304e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -13413263.000000 Penalty: 5766.458496
	Iteration 27Q: 3 clusters Score -1.341326e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -13413334.000000 Penalty: 5766.458496
	Iteration 28Q: 3 clusters Score -1.341333e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -13413457.000000 Penalty: 5766.458496
	Iteration 29Q: 3 clusters Score -1.341346e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -13413524.000000 Penalty: 5766.458496
	Iteration 30Q: 3 clusters Score -1.341352e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -13413536.000000 Penalty: 5766.458496
	Iteration 31Q: 3 clusters Score -1.341354e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -13413653.000000 Penalty: 5766.458496
	Iteration 32Q: 3 clusters Score -1.341365e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -13413758.000000 Penalty: 5766.458496
	Iteration 33Q: 3 clusters Score -1.341376e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -13413773.000000 Penalty: 5766.458496
	Iteration 34Q: 3 clusters Score -1.341377e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -13413793.000000 Penalty: 5766.458496
	Iteration 35Q: 3 clusters Score -1.341379e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -13413804.000000 Penalty: 5766.458496
	Iteration 36Q: 3 clusters Score -1.34138e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -13413845.000000 Penalty: 5766.458496
	Iteration 37Q: 3 clusters Score -1.341384e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -13413852.000000 Penalty: 5766.458496
	Iteration 38Q: 3 clusters Score -1.341385e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -13413908.000000 Penalty: 5766.458496
	Iteration 39Q: 3 clusters Score -1.341391e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -13413919.000000 Penalty: 5766.458496
	Iteration 40F: 3 clusters Score -1.341392e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -13413917.000000 Penalty: 5766.458496
	Iteration 41Q: 3 clusters Score -1.341392e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -13413939.000000 Penalty: 5766.458496
	Iteration 42Q: 3 clusters Score -1.341394e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -13413924.000000 Penalty: 5766.458496
	Iteration 43Q: 3 clusters Score -1.341392e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -13413923.000000 Penalty: 5766.458496
	Iteration 44Q: 3 clusters Score -1.341392e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -13413923.000000 Penalty: 5766.458496
	Iteration 45Q: 3 clusters Score -1.341392e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78549 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -13413939.000000 Penalty: 5766.458496
	Iteration 46Q: 3 clusters Score -1.341394e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -13413945.000000 Penalty: 5766.458496
	Iteration 47Q: 3 clusters Score -1.341394e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -13413970.000000 Penalty: 5766.458496
	Iteration 48Q: 3 clusters Score -1.341397e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78209 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -13413994.000000 Penalty: 5766.458496
	Iteration 49Q: 3 clusters Score -1.341399e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -13414004.000000 Penalty: 5766.458496
	Iteration 50Q: 3 clusters Score -1.3414e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -13413973.000000 Penalty: 5766.458496
	Iteration 51Q: 3 clusters Score -1.341397e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -13413992.000000 Penalty: 5766.458496
	Iteration 52Q: 3 clusters Score -1.341399e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -13414001.000000 Penalty: 5766.458496
	Iteration 53Q: 3 clusters Score -1.3414e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -13414012.000000 Penalty: 5766.458496
	Iteration 54Q: 3 clusters Score -1.341401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -13414007.000000 Penalty: 5766.458496
	Iteration 55Q: 3 clusters Score -1.341401e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -13414019.000000 Penalty: 5766.458496
	Iteration 56Q: 3 clusters Score -1.341402e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -13414038.000000 Penalty: 5766.458496
	Iteration 57Q: 3 clusters Score -1.341404e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -13414039.000000 Penalty: 5766.458496
	Iteration 58Q: 3 clusters Score -1.341404e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -13414023.000000 Penalty: 5766.458496
	Iteration 59Q: 3 clusters Score -1.341402e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -13414020.000000 Penalty: 5766.458496
	Iteration 60F: 3 clusters Score -1.341402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -13413996.000000 Penalty: 5766.458496
	Iteration 61Q: 3 clusters Score -1.3414e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -13414004.000000 Penalty: 5766.458496
	Iteration 62Q: 3 clusters Score -1.3414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -13414009.000000 Penalty: 5766.458496
	Iteration 63Q: 3 clusters Score -1.341401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -13414006.000000 Penalty: 5766.458496
	Iteration 64Q: 3 clusters Score -1.341401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -13414010.000000 Penalty: 5766.458496
	Iteration 65Q: 3 clusters Score -1.341401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -13413999.000000 Penalty: 5766.458496
	Iteration 66Q: 3 clusters Score -1.3414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -13414005.000000 Penalty: 5766.458496
	Iteration 67Q: 3 clusters Score -1.3414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -13414001.000000 Penalty: 5766.458496
	Iteration 68Q: 3 clusters Score -1.3414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -13414003.000000 Penalty: 5766.458496
	Iteration 69Q: 3 clusters Score -1.3414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -13414005.000000 Penalty: 5766.458496
	Iteration 70Q: 3 clusters Score -1.3414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -13413997.000000 Penalty: 5766.458496
	Iteration 71Q: 3 clusters Score -1.3414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -13414001.000000 Penalty: 5766.458496
	Iteration 72Q: 3 clusters Score -1.3414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -13414009.000000 Penalty: 5766.458496
	Iteration 73Q: 3 clusters Score -1.341401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -13414011.000000 Penalty: 5766.458496
	Iteration 74Q: 3 clusters Score -1.341401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -13414015.000000 Penalty: 5766.458496
	Iteration 75Q: 3 clusters Score -1.341402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -13414008.000000 Penalty: 5766.458496
	Iteration 76Q: 3 clusters Score -1.341401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -13414002.000000 Penalty: 5766.458496
	Iteration 77Q: 3 clusters Score -1.3414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -13414015.000000 Penalty: 5766.458496
	Iteration 78Q: 3 clusters Score -1.341402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -13414006.000000 Penalty: 5766.458496
	Iteration 79Q: 3 clusters Score -1.341401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -13414003.000000 Penalty: 5766.458496
	Iteration 80F: 3 clusters Score -1.3414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -13414016.000000 Penalty: 5766.458496
	Iteration 81Q: 3 clusters Score -1.341402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -13413995.000000 Penalty: 5766.458496
	Iteration 82Q: 3 clusters Score -1.3414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -13414009.000000 Penalty: 5766.458496
	Iteration 83Q: 3 clusters Score -1.341401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -13414010.000000 Penalty: 5766.458496
	Iteration 84Q: 3 clusters Score -1.341401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -13414000.000000 Penalty: 5766.458496
	Iteration 85Q: 3 clusters Score -1.3414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -13414007.000000 Penalty: 5766.458496
	Iteration 86Q: 3 clusters Score -1.341401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -13413999.000000 Penalty: 5766.458496
	Iteration 87Q: 3 clusters Score -1.3414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -13413993.000000 Penalty: 5766.458496
	Iteration 88Q: 3 clusters Score -1.341399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -13413997.000000 Penalty: 5766.458496
	Iteration 89Q: 3 clusters Score -1.3414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -13413993.000000 Penalty: 5766.458496
	Iteration 90Q: 3 clusters Score -1.341399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -13413996.000000 Penalty: 5766.458496
	Iteration 91Q: 3 clusters Score -1.3414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -13414010.000000 Penalty: 5766.458496
	Iteration 92Q: 3 clusters Score -1.341401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -13414004.000000 Penalty: 5766.458496
	Iteration 93Q: 3 clusters Score -1.3414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -13414006.000000 Penalty: 5766.458496
	Iteration 94Q: 3 clusters Score -1.341401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -13414006.000000 Penalty: 5766.458496
	Iteration 95Q: 3 clusters Score -1.341401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -13414010.000000 Penalty: 5766.458496
	Iteration 96Q: 3 clusters Score -1.341401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -13414015.000000 Penalty: 5766.458496
	Iteration 97Q: 3 clusters Score -1.341402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -13414016.000000 Penalty: 5766.458496
	Iteration 98Q: 3 clusters Score -1.341402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -13414023.000000 Penalty: 5766.458496
	Iteration 99Q: 3 clusters Score -1.341402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -13414013.000000 Penalty: 5766.458496
	Iteration 100F: 3 clusters Score -1.341401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -13414015.000000 Penalty: 5766.458496
	Iteration 101Q: 3 clusters Score -1.341402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -13414007.000000 Penalty: 5766.458496
	Iteration 102Q: 3 clusters Score -1.341401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -13414017.000000 Penalty: 5766.458496
	Iteration 103Q: 3 clusters Score -1.341402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -13414007.000000 Penalty: 5766.458496
	Iteration 104Q: 3 clusters Score -1.341401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -13413999.000000 Penalty: 5766.458496
	Iteration 105Q: 3 clusters Score -1.3414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -13413995.000000 Penalty: 5766.458496
	Iteration 106Q: 3 clusters Score -1.3414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -13413991.000000 Penalty: 5766.458496
	Iteration 107Q: 3 clusters Score -1.341399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -13413993.000000 Penalty: 5766.458496
	Iteration 108Q: 3 clusters Score -1.341399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -13413995.000000 Penalty: 5766.458496
	Iteration 109Q: 3 clusters Score -1.3414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -13413999.000000 Penalty: 5766.458496
	Iteration 110Q: 3 clusters Score -1.3414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -13413997.000000 Penalty: 5766.458496
	Iteration 111Q: 3 clusters Score -1.3414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -13413993.000000 Penalty: 5766.458496
	Iteration 112Q: 3 clusters Score -1.341399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -13413998.000000 Penalty: 5766.458496
	Iteration 113Q: 3 clusters Score -1.3414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -13413997.000000 Penalty: 5766.458496
	Iteration 114Q: 3 clusters Score -1.3414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -13414008.000000 Penalty: 5766.458496
	Iteration 115Q: 3 clusters Score -1.341401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -13413994.000000 Penalty: 5766.458496
	Iteration 116Q: 3 clusters Score -1.341399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -13413995.000000 Penalty: 5766.458496
	Iteration 117Q: 3 clusters Score -1.3414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -13414000.000000 Penalty: 5766.458496
	Iteration 118Q: 3 clusters Score -1.3414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -13414000.000000 Penalty: 5766.458496
	Iteration 119Q: 3 clusters Score -1.3414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -13414003.000000 Penalty: 5766.458496
	Iteration 120F: 3 clusters Score -1.3414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -13414000.000000 Penalty: 5766.458496
	Iteration 121Q: 3 clusters Score -1.3414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -13414007.000000 Penalty: 5766.458496
	Iteration 122Q: 3 clusters Score -1.341401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -13414002.000000 Penalty: 5766.458496
	Iteration 123Q: 3 clusters Score -1.3414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -13414003.000000 Penalty: 5766.458496
	Iteration 124Q: 3 clusters Score -1.3414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -13414002.000000 Penalty: 5766.458496
	Iteration 125Q: 3 clusters Score -1.3414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -13414002.000000 Penalty: 5766.458496
	Iteration 126F: 3 clusters Score -1.3414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -665673.500000 Penalty: 2162.431152
	Iteration 0F: 2 clusters Score -665673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -660496.375000 Penalty: 4324.862305
	Iteration 0F: 3 clusters Score -660496.4 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -662014.187500 Penalty: 4324.862305
	Iteration 1F: 3 clusters Score -662014.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -662448.625000 Penalty: 4324.862305
	Iteration 2F: 3 clusters Score -662448.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -662832.937500 Penalty: 4324.862305
	Iteration 3F: 3 clusters Score -662832.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -663200.125000 Penalty: 4324.862305
	Iteration 4F: 3 clusters Score -663200.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -663567.500000 Penalty: 4324.862305
	Iteration 5F: 3 clusters Score -663567.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -663859.937500 Penalty: 4324.862305
	Iteration 6F: 3 clusters Score -663859.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -664115.937500 Penalty: 4324.862305
	Iteration 7Q: 3 clusters Score -664115.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -664327.500000 Penalty: 4324.862305
	Iteration 8Q: 3 clusters Score -664327.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -664509.250000 Penalty: 4324.862305
	Iteration 9Q: 3 clusters Score -664509.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -664685.187500 Penalty: 4324.862305
	Iteration 10Q: 3 clusters Score -664685.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -664852.187500 Penalty: 4324.862305
	Iteration 11Q: 3 clusters Score -664852.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -665014.250000 Penalty: 4324.862305
	Iteration 12Q: 3 clusters Score -665014.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -665217.812500 Penalty: 4324.862305
	Iteration 13Q: 3 clusters Score -665217.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -665412.875000 Penalty: 4324.862305
	Iteration 14Q: 3 clusters Score -665412.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -665545.937500 Penalty: 4324.862305
	Iteration 15Q: 3 clusters Score -665545.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -665626.437500 Penalty: 4324.862305
	Iteration 16Q: 3 clusters Score -665626.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -665672.875000 Penalty: 4324.862305
	Iteration 17Q: 3 clusters Score -665672.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -665696.937500 Penalty: 4324.862305
	Iteration 18Q: 3 clusters Score -665696.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -665708.312500 Penalty: 4324.862305
	Iteration 19Q: 3 clusters Score -665708.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -665711.875000 Penalty: 4324.862305
	Iteration 20F: 3 clusters Score -665711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -665717.312500 Penalty: 4324.862305
	Iteration 21Q: 3 clusters Score -665717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -665721.437500 Penalty: 4324.862305
	Iteration 22Q: 3 clusters Score -665721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -665721.437500 Penalty: 4324.862305
	Iteration 23Q: 3 clusters Score -665721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -665725.687500 Penalty: 4324.862305
	Iteration 24Q: 3 clusters Score -665725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -665726.062500 Penalty: 4324.862305
	Iteration 25Q: 3 clusters Score -665726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -665728.062500 Penalty: 4324.862305
	Iteration 26Q: 3 clusters Score -665728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -665729.125000 Penalty: 4324.862305
	Iteration 27Q: 3 clusters Score -665729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -665731.500000 Penalty: 4324.862305
	Iteration 28Q: 3 clusters Score -665731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -665730.812500 Penalty: 4324.862305
	Iteration 29Q: 3 clusters Score -665730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -665731.500000 Penalty: 4324.862305
	Iteration 30Q: 3 clusters Score -665731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -665731.250000 Penalty: 4324.862305
	Iteration 31Q: 3 clusters Score -665731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -665731.250000 Penalty: 4324.862305
	Iteration 32F: 3 clusters Score -665731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169850 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 38976 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168118 members 
Mstep: Class 9 contains 111963 members 
Mstep: Class 10 contains 3723 members 
Mstep: Class 11 contains 113542 members 
Mstep: Class 12 contains 258782 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27345 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 44896 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72851 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13883 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 2398 members 
Entering Unmasked Estep 
Score: -205566736.000000 Penalty: 128518.421875
Splitting cluster 10 changes total score from -205568064.000000 to -205566736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (113542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Entering Unmasked Estep 
Score: -13472276.000000 Penalty: 2886.702148
	Iteration 0F: 2 clusters Score -1.347228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -13396267.000000 Penalty: 5773.404297
	Iteration 0F: 3 clusters Score -1.339627e+07 nChanged 53898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -13427260.000000 Penalty: 5773.404297
	Iteration 1F: 3 clusters Score -1.342726e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -13428316.000000 Penalty: 5773.404297
	Iteration 2Q: 3 clusters Score -1.342832e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -13429552.000000 Penalty: 5773.404297
	Iteration 3Q: 3 clusters Score -1.342955e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -13431214.000000 Penalty: 5773.404297
	Iteration 4Q: 3 clusters Score -1.343121e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -13433554.000000 Penalty: 5773.404297
	Iteration 5Q: 3 clusters Score -1.343355e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -13436356.000000 Penalty: 5773.404297
	Iteration 6F: 3 clusters Score -1.343636e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -13440176.000000 Penalty: 5773.404297
	Iteration 7F: 3 clusters Score -1.344018e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -13444703.000000 Penalty: 5773.404297
	Iteration 8F: 3 clusters Score -1.34447e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -13449652.000000 Penalty: 5773.404297
	Iteration 9F: 3 clusters Score -1.344965e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -13453970.000000 Penalty: 5773.404297
	Iteration 10F: 3 clusters Score -1.345397e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -13456981.000000 Penalty: 5773.404297
	Iteration 11Q: 3 clusters Score -1.345698e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -13459187.000000 Penalty: 5773.404297
	Iteration 12Q: 3 clusters Score -1.345919e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -13460814.000000 Penalty: 5773.404297
	Iteration 13Q: 3 clusters Score -1.346081e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -13462170.000000 Penalty: 5773.404297
	Iteration 14Q: 3 clusters Score -1.346217e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -13463357.000000 Penalty: 5773.404297
	Iteration 15Q: 3 clusters Score -1.346336e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -13464425.000000 Penalty: 5773.404297
	Iteration 16Q: 3 clusters Score -1.346442e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -13465251.000000 Penalty: 5773.404297
	Iteration 17Q: 3 clusters Score -1.346525e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -13465953.000000 Penalty: 5773.404297
	Iteration 18Q: 3 clusters Score -1.346595e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 99958 members 
Entering Unmasked Estep 
Score: -13466469.000000 Penalty: 5773.404297
	Iteration 19Q: 3 clusters Score -1.346647e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -13467025.000000 Penalty: 5773.404297
	Iteration 20F: 3 clusters Score -1.346702e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 102343 members 
Entering Unmasked Estep 
Score: -13467517.000000 Penalty: 5773.404297
	Iteration 21Q: 3 clusters Score -1.346752e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -13467935.000000 Penalty: 5773.404297
	Iteration 22Q: 3 clusters Score -1.346794e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -13468248.000000 Penalty: 5773.404297
	Iteration 23Q: 3 clusters Score -1.346825e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -13468568.000000 Penalty: 5773.404297
	Iteration 24Q: 3 clusters Score -1.346857e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -13468908.000000 Penalty: 5773.404297
	Iteration 25Q: 3 clusters Score -1.346891e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -13469129.000000 Penalty: 5773.404297
	Iteration 26Q: 3 clusters Score -1.346913e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -13469374.000000 Penalty: 5773.404297
	Iteration 27Q: 3 clusters Score -1.346937e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -13469539.000000 Penalty: 5773.404297
	Iteration 28Q: 3 clusters Score -1.346954e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -13469726.000000 Penalty: 5773.404297
	Iteration 29Q: 3 clusters Score -1.346973e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -13469853.000000 Penalty: 5773.404297
	Iteration 30Q: 3 clusters Score -1.346985e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -13469970.000000 Penalty: 5773.404297
	Iteration 31Q: 3 clusters Score -1.346997e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -13470048.000000 Penalty: 5773.404297
	Iteration 32Q: 3 clusters Score -1.347005e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 109420 members 
Entering Unmasked Estep 
Score: -13470149.000000 Penalty: 5773.404297
	Iteration 33Q: 3 clusters Score -1.347015e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -13470212.000000 Penalty: 5773.404297
	Iteration 34Q: 3 clusters Score -1.347021e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 109836 members 
Entering Unmasked Estep 
Score: -13470304.000000 Penalty: 5773.404297
	Iteration 35Q: 3 clusters Score -1.34703e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 110022 members 
Entering Unmasked Estep 
Score: -13470343.000000 Penalty: 5773.404297
	Iteration 36Q: 3 clusters Score -1.347034e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 110168 members 
Entering Unmasked Estep 
Score: -13470356.000000 Penalty: 5773.404297
	Iteration 37Q: 3 clusters Score -1.347036e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -13470404.000000 Penalty: 5773.404297
	Iteration 38Q: 3 clusters Score -1.34704e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -13470407.000000 Penalty: 5773.404297
	Iteration 39Q: 3 clusters Score -1.347041e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -13470430.000000 Penalty: 5773.404297
	Iteration 40F: 3 clusters Score -1.347043e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -13470429.000000 Penalty: 5773.404297
	Iteration 41Q: 3 clusters Score -1.347043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 110620 members 
Entering Unmasked Estep 
Score: -13470440.000000 Penalty: 5773.404297
	Iteration 42Q: 3 clusters Score -1.347044e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -13470480.000000 Penalty: 5773.404297
	Iteration 43Q: 3 clusters Score -1.347048e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 110726 members 
Entering Unmasked Estep 
Score: -13470509.000000 Penalty: 5773.404297
	Iteration 44Q: 3 clusters Score -1.347051e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -13470516.000000 Penalty: 5773.404297
	Iteration 45Q: 3 clusters Score -1.347052e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -13470526.000000 Penalty: 5773.404297
	Iteration 46Q: 3 clusters Score -1.347053e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -13470542.000000 Penalty: 5773.404297
	Iteration 47Q: 3 clusters Score -1.347054e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -13470560.000000 Penalty: 5773.404297
	Iteration 48Q: 3 clusters Score -1.347056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -13470588.000000 Penalty: 5773.404297
	Iteration 49Q: 3 clusters Score -1.347059e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -13470600.000000 Penalty: 5773.404297
	Iteration 50Q: 3 clusters Score -1.34706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 111141 members 
Entering Unmasked Estep 
Score: -13470590.000000 Penalty: 5773.404297
	Iteration 51Q: 3 clusters Score -1.347059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -13470581.000000 Penalty: 5773.404297
	Iteration 52Q: 3 clusters Score -1.347058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -13470585.000000 Penalty: 5773.404297
	Iteration 53Q: 3 clusters Score -1.347058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -13470582.000000 Penalty: 5773.404297
	Iteration 54Q: 3 clusters Score -1.347058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -13470600.000000 Penalty: 5773.404297
	Iteration 55Q: 3 clusters Score -1.34706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -13470597.000000 Penalty: 5773.404297
	Iteration 56Q: 3 clusters Score -1.34706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -13470589.000000 Penalty: 5773.404297
	Iteration 57Q: 3 clusters Score -1.347059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -13470578.000000 Penalty: 5773.404297
	Iteration 58Q: 3 clusters Score -1.347058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -13470599.000000 Penalty: 5773.404297
	Iteration 59Q: 3 clusters Score -1.34706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -13470607.000000 Penalty: 5773.404297
	Iteration 60F: 3 clusters Score -1.347061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -13470618.000000 Penalty: 5773.404297
	Iteration 61Q: 3 clusters Score -1.347062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 111398 members 
Entering Unmasked Estep 
Score: -13470614.000000 Penalty: 5773.404297
	Iteration 62Q: 3 clusters Score -1.347061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 111416 members 
Entering Unmasked Estep 
Score: -13470603.000000 Penalty: 5773.404297
	Iteration 63Q: 3 clusters Score -1.34706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -13470602.000000 Penalty: 5773.404297
	Iteration 64Q: 3 clusters Score -1.34706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -13470611.000000 Penalty: 5773.404297
	Iteration 65Q: 3 clusters Score -1.347061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -13470609.000000 Penalty: 5773.404297
	Iteration 66Q: 3 clusters Score -1.347061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -13470621.000000 Penalty: 5773.404297
	Iteration 67Q: 3 clusters Score -1.347062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 111493 members 
Entering Unmasked Estep 
Score: -13470601.000000 Penalty: 5773.404297
	Iteration 68Q: 3 clusters Score -1.34706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -13470627.000000 Penalty: 5773.404297
	Iteration 69Q: 3 clusters Score -1.347063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -13470641.000000 Penalty: 5773.404297
	Iteration 70Q: 3 clusters Score -1.347064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -13470633.000000 Penalty: 5773.404297
	Iteration 71Q: 3 clusters Score -1.347063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 111530 members 
Entering Unmasked Estep 
Score: -13470640.000000 Penalty: 5773.404297
	Iteration 72Q: 3 clusters Score -1.347064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 111534 members 
Entering Unmasked Estep 
Score: -13470634.000000 Penalty: 5773.404297
	Iteration 73Q: 3 clusters Score -1.347063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 111539 members 
Entering Unmasked Estep 
Score: -13470635.000000 Penalty: 5773.404297
	Iteration 74Q: 3 clusters Score -1.347064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -13470620.000000 Penalty: 5773.404297
	Iteration 75Q: 3 clusters Score -1.347062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 111543 members 
Entering Unmasked Estep 
Score: -13470627.000000 Penalty: 5773.404297
	Iteration 76Q: 3 clusters Score -1.347063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -13470622.000000 Penalty: 5773.404297
	Iteration 77Q: 3 clusters Score -1.347062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 111552 members 
Entering Unmasked Estep 
Score: -13470620.000000 Penalty: 5773.404297
	Iteration 78Q: 3 clusters Score -1.347062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -13470632.000000 Penalty: 5773.404297
	Iteration 79Q: 3 clusters Score -1.347063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 111560 members 
Entering Unmasked Estep 
Score: -13470626.000000 Penalty: 5773.404297
	Iteration 80F: 3 clusters Score -1.347063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 111562 members 
Entering Unmasked Estep 
Score: -13470625.000000 Penalty: 5773.404297
	Iteration 81Q: 3 clusters Score -1.347062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 111564 members 
Entering Unmasked Estep 
Score: -13470629.000000 Penalty: 5773.404297
	Iteration 82Q: 3 clusters Score -1.347063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -13470636.000000 Penalty: 5773.404297
	Iteration 83Q: 3 clusters Score -1.347064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -13470633.000000 Penalty: 5773.404297
	Iteration 84Q: 3 clusters Score -1.347063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -13470633.000000 Penalty: 5773.404297
	Iteration 85F: 3 clusters Score -1.347063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258782 members 
Entering Unmasked Estep 
Score: -30313494.000000 Penalty: 3091.007812
	Iteration 0F: 2 clusters Score -3.031349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129766 members 
Mstep: Class 2 contains 129016 members 
Entering Unmasked Estep 
Score: -30140286.000000 Penalty: 6182.015625
	Iteration 0F: 3 clusters Score -3.014029e+07 nChanged 125124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138858 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -30215186.000000 Penalty: 6182.015625
	Iteration 1F: 3 clusters Score -3.021519e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144835 members 
Mstep: Class 2 contains 113947 members 
Entering Unmasked Estep 
Score: -30217632.000000 Penalty: 6182.015625
	Iteration 2Q: 3 clusters Score -3.021763e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -30222002.000000 Penalty: 6182.015625
	Iteration 3Q: 3 clusters Score -3.0222e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167377 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -30229858.000000 Penalty: 6182.015625
	Iteration 4F: 3 clusters Score -3.022986e+07 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -30243410.000000 Penalty: 6182.015625
	Iteration 5F: 3 clusters Score -3.024341e+07 nChanged 22722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208262 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -30262708.000000 Penalty: 6182.015625
	Iteration 6F: 3 clusters Score -3.026271e+07 nChanged 21879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230025 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -30283708.000000 Penalty: 6182.015625
	Iteration 7F: 3 clusters Score -3.028371e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245568 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -30298722.000000 Penalty: 6182.015625
	Iteration 8F: 3 clusters Score -3.029872e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253610 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -30306308.000000 Penalty: 6182.015625
	Iteration 9Q: 3 clusters Score -3.030631e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256786 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -30309134.000000 Penalty: 6182.015625
	Iteration 10Q: 3 clusters Score -3.030913e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257856 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -30310244.000000 Penalty: 6182.015625
	Iteration 11Q: 3 clusters Score -3.031024e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258213 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -30310622.000000 Penalty: 6182.015625
	Iteration 12Q: 3 clusters Score -3.031062e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258338 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -30310764.000000 Penalty: 6182.015625
	Iteration 13Q: 3 clusters Score -3.031076e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258389 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30310802.000000 Penalty: 6182.015625
	Iteration 14Q: 3 clusters Score -3.03108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258414 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30310834.000000 Penalty: 6182.015625
	Iteration 15Q: 3 clusters Score -3.031083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258425 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30310832.000000 Penalty: 6182.015625
	Iteration 16Q: 3 clusters Score -3.031083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258431 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -30310850.000000 Penalty: 6182.015625
	Iteration 17Q: 3 clusters Score -3.031085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258433 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30310850.000000 Penalty: 6182.015625
	Iteration 18Q: 3 clusters Score -3.031085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258435 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -30310856.000000 Penalty: 6182.015625
	Iteration 19Q: 3 clusters Score -3.031086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258437 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30310864.000000 Penalty: 6182.015625
	Iteration 20F: 3 clusters Score -3.031086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -30310866.000000 Penalty: 6182.015625
	Iteration 21Q: 3 clusters Score -3.031087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258442 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -30310872.000000 Penalty: 6182.015625
	Iteration 22Q: 3 clusters Score -3.031087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -30310874.000000 Penalty: 6182.015625
	Iteration 23Q: 3 clusters Score -3.031087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258444 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30310904.000000 Penalty: 6182.015625
	Iteration 24Q: 3 clusters Score -3.03109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258448 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -30310910.000000 Penalty: 6182.015625
	Iteration 25Q: 3 clusters Score -3.031091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258447 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30310906.000000 Penalty: 6182.015625
	Iteration 26Q: 3 clusters Score -3.031091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258447 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30310900.000000 Penalty: 6182.015625
	Iteration 27Q: 3 clusters Score -3.03109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258447 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30310900.000000 Penalty: 6182.015625
	Iteration 28F: 3 clusters Score -3.03109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Entering Unmasked Estep 
Score: -3606491.000000 Penalty: 2576.775879
	Iteration 0F: 2 clusters Score -3606491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3584336.500000 Penalty: 5153.551758
	Iteration 0F: 3 clusters Score -3584336 nChanged 14726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3592716.000000 Penalty: 5153.551758
	Iteration 1F: 3 clusters Score -3592716 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3593436.000000 Penalty: 5153.551758
	Iteration 2F: 3 clusters Score -3593436 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3594310.750000 Penalty: 5153.551758
	Iteration 3F: 3 clusters Score -3594311 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3595352.750000 Penalty: 5153.551758
	Iteration 4F: 3 clusters Score -3595353 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3596527.500000 Penalty: 5153.551758
	Iteration 5F: 3 clusters Score -3596528 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3597672.000000 Penalty: 5153.551758
	Iteration 6F: 3 clusters Score -3597672 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3598650.250000 Penalty: 5153.551758
	Iteration 7F: 3 clusters Score -3598650 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3599506.750000 Penalty: 5153.551758
	Iteration 8Q: 3 clusters Score -3599507 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3600326.750000 Penalty: 5153.551758
	Iteration 9Q: 3 clusters Score -3600327 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3601022.750000 Penalty: 5153.551758
	Iteration 10Q: 3 clusters Score -3601023 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3601545.000000 Penalty: 5153.551758
	Iteration 11Q: 3 clusters Score -3601545 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3601934.750000 Penalty: 5153.551758
	Iteration 12Q: 3 clusters Score -3601935 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3602242.750000 Penalty: 5153.551758
	Iteration 13Q: 3 clusters Score -3602243 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3602471.000000 Penalty: 5153.551758
	Iteration 14Q: 3 clusters Score -3602471 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3602611.750000 Penalty: 5153.551758
	Iteration 15Q: 3 clusters Score -3602612 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3602679.000000 Penalty: 5153.551758
	Iteration 16Q: 3 clusters Score -3602679 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3602744.250000 Penalty: 5153.551758
	Iteration 17Q: 3 clusters Score -3602744 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3602806.500000 Penalty: 5153.551758
	Iteration 18Q: 3 clusters Score -3602806 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3602852.250000 Penalty: 5153.551758
	Iteration 19Q: 3 clusters Score -3602852 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3602896.250000 Penalty: 5153.551758
	Iteration 20F: 3 clusters Score -3602896 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3602922.000000 Penalty: 5153.551758
	Iteration 21Q: 3 clusters Score -3602922 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3602964.250000 Penalty: 5153.551758
	Iteration 22Q: 3 clusters Score -3602964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3602992.750000 Penalty: 5153.551758
	Iteration 23Q: 3 clusters Score -3602993 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3603025.750000 Penalty: 5153.551758
	Iteration 24Q: 3 clusters Score -3603026 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3603037.000000 Penalty: 5153.551758
	Iteration 25Q: 3 clusters Score -3603037 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3603062.250000 Penalty: 5153.551758
	Iteration 26Q: 3 clusters Score -3603062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3603084.500000 Penalty: 5153.551758
	Iteration 27Q: 3 clusters Score -3603084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3603090.500000 Penalty: 5153.551758
	Iteration 28Q: 3 clusters Score -3603090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3603099.500000 Penalty: 5153.551758
	Iteration 29Q: 3 clusters Score -3603100 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3603110.500000 Penalty: 5153.551758
	Iteration 30Q: 3 clusters Score -3603110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3603141.250000 Penalty: 5153.551758
	Iteration 31Q: 3 clusters Score -3603141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3603151.250000 Penalty: 5153.551758
	Iteration 32Q: 3 clusters Score -3603151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3603178.750000 Penalty: 5153.551758
	Iteration 33Q: 3 clusters Score -3603179 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3603194.500000 Penalty: 5153.551758
	Iteration 34Q: 3 clusters Score -3603194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3603204.500000 Penalty: 5153.551758
	Iteration 35Q: 3 clusters Score -3603204 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3603226.000000 Penalty: 5153.551758
	Iteration 36Q: 3 clusters Score -3603226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3603230.750000 Penalty: 5153.551758
	Iteration 37Q: 3 clusters Score -3603231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3603250.000000 Penalty: 5153.551758
	Iteration 38Q: 3 clusters Score -3603250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3603261.750000 Penalty: 5153.551758
	Iteration 39Q: 3 clusters Score -3603262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3603266.000000 Penalty: 5153.551758
	Iteration 40F: 3 clusters Score -3603266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3603271.750000 Penalty: 5153.551758
	Iteration 41Q: 3 clusters Score -3603272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3603277.000000 Penalty: 5153.551758
	Iteration 42Q: 3 clusters Score -3603277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3603277.750000 Penalty: 5153.551758
	Iteration 43Q: 3 clusters Score -3603278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3603274.500000 Penalty: 5153.551758
	Iteration 44Q: 3 clusters Score -3603274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3603295.500000 Penalty: 5153.551758
	Iteration 45Q: 3 clusters Score -3603296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3603292.750000 Penalty: 5153.551758
	Iteration 46Q: 3 clusters Score -3603293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3603315.250000 Penalty: 5153.551758
	Iteration 47Q: 3 clusters Score -3603315 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3603322.250000 Penalty: 5153.551758
	Iteration 48Q: 3 clusters Score -3603322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3603322.500000 Penalty: 5153.551758
	Iteration 49Q: 3 clusters Score -3603322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3603327.000000 Penalty: 5153.551758
	Iteration 50Q: 3 clusters Score -3603327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3603332.500000 Penalty: 5153.551758
	Iteration 51Q: 3 clusters Score -3603332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3603331.250000 Penalty: 5153.551758
	Iteration 52Q: 3 clusters Score -3603331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3603328.000000 Penalty: 5153.551758
	Iteration 53Q: 3 clusters Score -3603328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3603337.500000 Penalty: 5153.551758
	Iteration 54Q: 3 clusters Score -3603338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3603332.250000 Penalty: 5153.551758
	Iteration 55Q: 3 clusters Score -3603332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3603339.500000 Penalty: 5153.551758
	Iteration 56Q: 3 clusters Score -3603340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3603341.500000 Penalty: 5153.551758
	Iteration 57Q: 3 clusters Score -3603342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3603341.750000 Penalty: 5153.551758
	Iteration 58Q: 3 clusters Score -3603342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3603342.750000 Penalty: 5153.551758
	Iteration 59Q: 3 clusters Score -3603343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3603349.750000 Penalty: 5153.551758
	Iteration 60F: 3 clusters Score -3603350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3603346.000000 Penalty: 5153.551758
	Iteration 61Q: 3 clusters Score -3603346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3603356.250000 Penalty: 5153.551758
	Iteration 62Q: 3 clusters Score -3603356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3603353.500000 Penalty: 5153.551758
	Iteration 63Q: 3 clusters Score -3603354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3603362.750000 Penalty: 5153.551758
	Iteration 64Q: 3 clusters Score -3603363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3603381.500000 Penalty: 5153.551758
	Iteration 65Q: 3 clusters Score -3603382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3603381.750000 Penalty: 5153.551758
	Iteration 66Q: 3 clusters Score -3603382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3603384.500000 Penalty: 5153.551758
	Iteration 67Q: 3 clusters Score -3603384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3603395.250000 Penalty: 5153.551758
	Iteration 68Q: 3 clusters Score -3603395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3603408.250000 Penalty: 5153.551758
	Iteration 69Q: 3 clusters Score -3603408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3603413.250000 Penalty: 5153.551758
	Iteration 70Q: 3 clusters Score -3603413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3603413.500000 Penalty: 5153.551758
	Iteration 71Q: 3 clusters Score -3603414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3603413.250000 Penalty: 5153.551758
	Iteration 72Q: 3 clusters Score -3603413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3603414.750000 Penalty: 5153.551758
	Iteration 73Q: 3 clusters Score -3603415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3603405.000000 Penalty: 5153.551758
	Iteration 74Q: 3 clusters Score -3603405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3603421.250000 Penalty: 5153.551758
	Iteration 75Q: 3 clusters Score -3603421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3603423.750000 Penalty: 5153.551758
	Iteration 76Q: 3 clusters Score -3603424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3603429.250000 Penalty: 5153.551758
	Iteration 77Q: 3 clusters Score -3603429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3603431.000000 Penalty: 5153.551758
	Iteration 78Q: 3 clusters Score -3603431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3603443.500000 Penalty: 5153.551758
	Iteration 79Q: 3 clusters Score -3603444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3603450.000000 Penalty: 5153.551758
	Iteration 80F: 3 clusters Score -3603450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3603459.000000 Penalty: 5153.551758
	Iteration 81Q: 3 clusters Score -3603459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3603467.750000 Penalty: 5153.551758
	Iteration 82Q: 3 clusters Score -3603468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3603462.500000 Penalty: 5153.551758
	Iteration 83Q: 3 clusters Score -3603462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3603469.500000 Penalty: 5153.551758
	Iteration 84Q: 3 clusters Score -3603470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3603473.250000 Penalty: 5153.551758
	Iteration 85Q: 3 clusters Score -3603473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3603474.500000 Penalty: 5153.551758
	Iteration 86Q: 3 clusters Score -3603474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3603487.750000 Penalty: 5153.551758
	Iteration 87Q: 3 clusters Score -3603488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3603493.250000 Penalty: 5153.551758
	Iteration 88Q: 3 clusters Score -3603493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3603505.750000 Penalty: 5153.551758
	Iteration 89Q: 3 clusters Score -3603506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3603516.750000 Penalty: 5153.551758
	Iteration 90Q: 3 clusters Score -3603517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3603523.250000 Penalty: 5153.551758
	Iteration 91Q: 3 clusters Score -3603523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3603526.500000 Penalty: 5153.551758
	Iteration 92Q: 3 clusters Score -3603526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3603540.500000 Penalty: 5153.551758
	Iteration 93Q: 3 clusters Score -3603540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3603544.750000 Penalty: 5153.551758
	Iteration 94Q: 3 clusters Score -3603545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3603544.750000 Penalty: 5153.551758
	Iteration 95Q: 3 clusters Score -3603545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3603545.750000 Penalty: 5153.551758
	Iteration 96Q: 3 clusters Score -3603546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3603556.250000 Penalty: 5153.551758
	Iteration 97Q: 3 clusters Score -3603556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3603564.500000 Penalty: 5153.551758
	Iteration 98Q: 3 clusters Score -3603564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3603568.750000 Penalty: 5153.551758
	Iteration 99Q: 3 clusters Score -3603569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3603569.250000 Penalty: 5153.551758
	Iteration 100F: 3 clusters Score -3603569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3603572.500000 Penalty: 5153.551758
	Iteration 101Q: 3 clusters Score -3603572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3603576.250000 Penalty: 5153.551758
	Iteration 102Q: 3 clusters Score -3603576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3603579.000000 Penalty: 5153.551758
	Iteration 103Q: 3 clusters Score -3603579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3603582.250000 Penalty: 5153.551758
	Iteration 104Q: 3 clusters Score -3603582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3603588.750000 Penalty: 5153.551758
	Iteration 105Q: 3 clusters Score -3603589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3603593.000000 Penalty: 5153.551758
	Iteration 106Q: 3 clusters Score -3603593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3603600.750000 Penalty: 5153.551758
	Iteration 107Q: 3 clusters Score -3603601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3603607.000000 Penalty: 5153.551758
	Iteration 108Q: 3 clusters Score -3603607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3603627.000000 Penalty: 5153.551758
	Iteration 109Q: 3 clusters Score -3603627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3603617.250000 Penalty: 5153.551758
	Iteration 110Q: 3 clusters Score -3603617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3603618.750000 Penalty: 5153.551758
	Iteration 111Q: 3 clusters Score -3603619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3603629.250000 Penalty: 5153.551758
	Iteration 112Q: 3 clusters Score -3603629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3603630.000000 Penalty: 5153.551758
	Iteration 113Q: 3 clusters Score -3603630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3603643.250000 Penalty: 5153.551758
	Iteration 114Q: 3 clusters Score -3603643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3603645.250000 Penalty: 5153.551758
	Iteration 115Q: 3 clusters Score -3603645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3603637.500000 Penalty: 5153.551758
	Iteration 116Q: 3 clusters Score -3603638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3603639.250000 Penalty: 5153.551758
	Iteration 117Q: 3 clusters Score -3603639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3603648.250000 Penalty: 5153.551758
	Iteration 118Q: 3 clusters Score -3603648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3603656.250000 Penalty: 5153.551758
	Iteration 119Q: 3 clusters Score -3603656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3603659.500000 Penalty: 5153.551758
	Iteration 120F: 3 clusters Score -3603660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3603653.750000 Penalty: 5153.551758
	Iteration 121Q: 3 clusters Score -3603654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3603656.000000 Penalty: 5153.551758
	Iteration 122Q: 3 clusters Score -3603656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3603654.000000 Penalty: 5153.551758
	Iteration 123Q: 3 clusters Score -3603654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3603665.250000 Penalty: 5153.551758
	Iteration 124Q: 3 clusters Score -3603665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3603677.500000 Penalty: 5153.551758
	Iteration 125Q: 3 clusters Score -3603678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3603682.250000 Penalty: 5153.551758
	Iteration 126Q: 3 clusters Score -3603682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3603675.500000 Penalty: 5153.551758
	Iteration 127Q: 3 clusters Score -3603676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3603671.250000 Penalty: 5153.551758
	Iteration 128Q: 3 clusters Score -3603671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3603673.500000 Penalty: 5153.551758
	Iteration 129Q: 3 clusters Score -3603674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3603677.250000 Penalty: 5153.551758
	Iteration 130Q: 3 clusters Score -3603677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3603679.250000 Penalty: 5153.551758
	Iteration 131Q: 3 clusters Score -3603679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3603673.250000 Penalty: 5153.551758
	Iteration 132Q: 3 clusters Score -3603673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3603676.750000 Penalty: 5153.551758
	Iteration 133Q: 3 clusters Score -3603677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3603679.500000 Penalty: 5153.551758
	Iteration 134Q: 3 clusters Score -3603680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3603679.500000 Penalty: 5153.551758
	Iteration 135Q: 3 clusters Score -3603680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3603684.250000 Penalty: 5153.551758
	Iteration 136Q: 3 clusters Score -3603684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3603691.500000 Penalty: 5153.551758
	Iteration 137Q: 3 clusters Score -3603692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3603692.250000 Penalty: 5153.551758
	Iteration 138Q: 3 clusters Score -3603692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3603691.500000 Penalty: 5153.551758
	Iteration 139Q: 3 clusters Score -3603692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3603686.000000 Penalty: 5153.551758
	Iteration 140F: 3 clusters Score -3603686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3603681.500000 Penalty: 5153.551758
	Iteration 141Q: 3 clusters Score -3603682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3603686.750000 Penalty: 5153.551758
	Iteration 142Q: 3 clusters Score -3603687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3603678.250000 Penalty: 5153.551758
	Iteration 143Q: 3 clusters Score -3603678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3603676.500000 Penalty: 5153.551758
	Iteration 144Q: 3 clusters Score -3603676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3603686.500000 Penalty: 5153.551758
	Iteration 145Q: 3 clusters Score -3603686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3603681.000000 Penalty: 5153.551758
	Iteration 146Q: 3 clusters Score -3603681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3603689.250000 Penalty: 5153.551758
	Iteration 147Q: 3 clusters Score -3603689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3603677.500000 Penalty: 5153.551758
	Iteration 148Q: 3 clusters Score -3603678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3603683.250000 Penalty: 5153.551758
	Iteration 149Q: 3 clusters Score -3603683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3603682.500000 Penalty: 5153.551758
	Iteration 150Q: 3 clusters Score -3603682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3603679.750000 Penalty: 5153.551758
	Iteration 151Q: 3 clusters Score -3603680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3603674.750000 Penalty: 5153.551758
	Iteration 152Q: 3 clusters Score -3603675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3603677.000000 Penalty: 5153.551758
	Iteration 153Q: 3 clusters Score -3603677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3603677.000000 Penalty: 5153.551758
	Iteration 154F: 3 clusters Score -3603677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Entering Unmasked Estep 
Score: -20736310.000000 Penalty: 2988.767334
	Iteration 0F: 2 clusters Score -2.073631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -20628798.000000 Penalty: 5977.534668
	Iteration 0F: 3 clusters Score -2.06288e+07 nChanged 82256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -20676438.000000 Penalty: 5977.534668
	Iteration 1F: 3 clusters Score -2.067644e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -20677504.000000 Penalty: 5977.534668
	Iteration 2Q: 3 clusters Score -2.06775e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 96004 members 
Entering Unmasked Estep 
Score: -20679000.000000 Penalty: 5977.534668
	Iteration 3Q: 3 clusters Score -2.0679e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -20681336.000000 Penalty: 5977.534668
	Iteration 4Q: 3 clusters Score -2.068134e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -20685838.000000 Penalty: 5977.534668
	Iteration 5F: 3 clusters Score -2.068584e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 123011 members 
Entering Unmasked Estep 
Score: -20694302.000000 Penalty: 5977.534668
	Iteration 6F: 3 clusters Score -2.06943e+07 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 138740 members 
Entering Unmasked Estep 
Score: -20707950.000000 Penalty: 5977.534668
	Iteration 7F: 3 clusters Score -2.070795e+07 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -20721932.000000 Penalty: 5977.534668
	Iteration 8F: 3 clusters Score -2.072193e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 164646 members 
Entering Unmasked Estep 
Score: -20729306.000000 Penalty: 5977.534668
	Iteration 9F: 3 clusters Score -2.072931e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 169071 members 
Entering Unmasked Estep 
Score: -20732154.000000 Penalty: 5977.534668
	Iteration 10Q: 3 clusters Score -2.073215e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 170491 members 
Entering Unmasked Estep 
Score: -20733150.000000 Penalty: 5977.534668
	Iteration 11Q: 3 clusters Score -2.073315e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 170871 members 
Entering Unmasked Estep 
Score: -20733520.000000 Penalty: 5977.534668
	Iteration 12Q: 3 clusters Score -2.073352e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 170976 members 
Entering Unmasked Estep 
Score: -20733632.000000 Penalty: 5977.534668
	Iteration 13Q: 3 clusters Score -2.073363e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -20733702.000000 Penalty: 5977.534668
	Iteration 14Q: 3 clusters Score -2.07337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 171027 members 
Entering Unmasked Estep 
Score: -20733732.000000 Penalty: 5977.534668
	Iteration 15Q: 3 clusters Score -2.073373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 171042 members 
Entering Unmasked Estep 
Score: -20733756.000000 Penalty: 5977.534668
	Iteration 16Q: 3 clusters Score -2.073376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 171048 members 
Entering Unmasked Estep 
Score: -20733776.000000 Penalty: 5977.534668
	Iteration 17Q: 3 clusters Score -2.073378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -20733778.000000 Penalty: 5977.534668
	Iteration 18Q: 3 clusters Score -2.073378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 171053 members 
Entering Unmasked Estep 
Score: -20733790.000000 Penalty: 5977.534668
	Iteration 19Q: 3 clusters Score -2.073379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -20733792.000000 Penalty: 5977.534668
	Iteration 20F: 3 clusters Score -2.073379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -20733806.000000 Penalty: 5977.534668
	Iteration 21Q: 3 clusters Score -2.073381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 171060 members 
Entering Unmasked Estep 
Score: -20733808.000000 Penalty: 5977.534668
	Iteration 22Q: 3 clusters Score -2.073381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -20733808.000000 Penalty: 5977.534668
	Iteration 23Q: 3 clusters Score -2.073381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 171058 members 
Entering Unmasked Estep 
Score: -20733802.000000 Penalty: 5977.534668
	Iteration 24Q: 3 clusters Score -2.07338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -20733810.000000 Penalty: 5977.534668
	Iteration 25Q: 3 clusters Score -2.073381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -20733810.000000 Penalty: 5977.534668
	Iteration 26F: 3 clusters Score -2.073381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Entering Unmasked Estep 
Score: -1939558.625000 Penalty: 2416.938965
	Iteration 0F: 2 clusters Score -1939559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1927374.625000 Penalty: 4833.877930
	Iteration 0F: 3 clusters Score -1927375 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1931406.375000 Penalty: 4833.877930
	Iteration 1F: 3 clusters Score -1931406 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1931917.375000 Penalty: 4833.877930
	Iteration 2F: 3 clusters Score -1931917 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1932376.250000 Penalty: 4833.877930
	Iteration 3F: 3 clusters Score -1932376 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1932873.625000 Penalty: 4833.877930
	Iteration 4F: 3 clusters Score -1932874 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1933357.750000 Penalty: 4833.877930
	Iteration 5Q: 3 clusters Score -1933358 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1933884.875000 Penalty: 4833.877930
	Iteration 6F: 3 clusters Score -1933885 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1934456.625000 Penalty: 4833.877930
	Iteration 7F: 3 clusters Score -1934457 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1935071.500000 Penalty: 4833.877930
	Iteration 8F: 3 clusters Score -1935072 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1935634.500000 Penalty: 4833.877930
	Iteration 9Q: 3 clusters Score -1935634 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1936147.625000 Penalty: 4833.877930
	Iteration 10Q: 3 clusters Score -1936148 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1936541.875000 Penalty: 4833.877930
	Iteration 11Q: 3 clusters Score -1936542 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1936830.375000 Penalty: 4833.877930
	Iteration 12Q: 3 clusters Score -1936830 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1937018.625000 Penalty: 4833.877930
	Iteration 13Q: 3 clusters Score -1937019 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1937130.375000 Penalty: 4833.877930
	Iteration 14Q: 3 clusters Score -1937130 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1937184.000000 Penalty: 4833.877930
	Iteration 15Q: 3 clusters Score -1937184 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1937233.375000 Penalty: 4833.877930
	Iteration 16Q: 3 clusters Score -1937233 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1937287.250000 Penalty: 4833.877930
	Iteration 17Q: 3 clusters Score -1937287 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1937335.000000 Penalty: 4833.877930
	Iteration 18Q: 3 clusters Score -1937335 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1937378.750000 Penalty: 4833.877930
	Iteration 19Q: 3 clusters Score -1937379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1937403.375000 Penalty: 4833.877930
	Iteration 20F: 3 clusters Score -1937403 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1937434.625000 Penalty: 4833.877930
	Iteration 21Q: 3 clusters Score -1937435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1937464.000000 Penalty: 4833.877930
	Iteration 22Q: 3 clusters Score -1937464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1937494.500000 Penalty: 4833.877930
	Iteration 23Q: 3 clusters Score -1937494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1937524.250000 Penalty: 4833.877930
	Iteration 24Q: 3 clusters Score -1937524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1937568.250000 Penalty: 4833.877930
	Iteration 25Q: 3 clusters Score -1937568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1937604.125000 Penalty: 4833.877930
	Iteration 26Q: 3 clusters Score -1937604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1937639.875000 Penalty: 4833.877930
	Iteration 27Q: 3 clusters Score -1937640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1937674.250000 Penalty: 4833.877930
	Iteration 28Q: 3 clusters Score -1937674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1937724.000000 Penalty: 4833.877930
	Iteration 29Q: 3 clusters Score -1937724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1937790.250000 Penalty: 4833.877930
	Iteration 30Q: 3 clusters Score -1937790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1937863.375000 Penalty: 4833.877930
	Iteration 31Q: 3 clusters Score -1937863 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1937919.500000 Penalty: 4833.877930
	Iteration 32Q: 3 clusters Score -1937920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1937958.125000 Penalty: 4833.877930
	Iteration 33Q: 3 clusters Score -1937958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1937979.625000 Penalty: 4833.877930
	Iteration 34Q: 3 clusters Score -1937980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1937996.750000 Penalty: 4833.877930
	Iteration 35Q: 3 clusters Score -1937997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1938006.375000 Penalty: 4833.877930
	Iteration 36Q: 3 clusters Score -1938006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1938012.750000 Penalty: 4833.877930
	Iteration 37Q: 3 clusters Score -1938013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1938026.000000 Penalty: 4833.877930
	Iteration 38Q: 3 clusters Score -1938026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1938032.000000 Penalty: 4833.877930
	Iteration 39Q: 3 clusters Score -1938032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1938044.000000 Penalty: 4833.877930
	Iteration 40F: 3 clusters Score -1938044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1938045.125000 Penalty: 4833.877930
	Iteration 41Q: 3 clusters Score -1938045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1938051.875000 Penalty: 4833.877930
	Iteration 42Q: 3 clusters Score -1938052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1938062.875000 Penalty: 4833.877930
	Iteration 43Q: 3 clusters Score -1938063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1938058.750000 Penalty: 4833.877930
	Iteration 44Q: 3 clusters Score -1938059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1938056.125000 Penalty: 4833.877930
	Iteration 45Q: 3 clusters Score -1938056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1938059.750000 Penalty: 4833.877930
	Iteration 46Q: 3 clusters Score -1938060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1938060.500000 Penalty: 4833.877930
	Iteration 47Q: 3 clusters Score -1938060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1938058.625000 Penalty: 4833.877930
	Iteration 48Q: 3 clusters Score -1938059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1938064.500000 Penalty: 4833.877930
	Iteration 49Q: 3 clusters Score -1938064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1938069.125000 Penalty: 4833.877930
	Iteration 50Q: 3 clusters Score -1938069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1938065.500000 Penalty: 4833.877930
	Iteration 51Q: 3 clusters Score -1938066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1938073.500000 Penalty: 4833.877930
	Iteration 52Q: 3 clusters Score -1938074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1938069.625000 Penalty: 4833.877930
	Iteration 53Q: 3 clusters Score -1938070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1938073.625000 Penalty: 4833.877930
	Iteration 54Q: 3 clusters Score -1938074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1938076.375000 Penalty: 4833.877930
	Iteration 55Q: 3 clusters Score -1938076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1938074.250000 Penalty: 4833.877930
	Iteration 56Q: 3 clusters Score -1938074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1938074.125000 Penalty: 4833.877930
	Iteration 57Q: 3 clusters Score -1938074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1938075.750000 Penalty: 4833.877930
	Iteration 58Q: 3 clusters Score -1938076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1938074.750000 Penalty: 4833.877930
	Iteration 59Q: 3 clusters Score -1938075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1938074.625000 Penalty: 4833.877930
	Iteration 60F: 3 clusters Score -1938075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1938076.625000 Penalty: 4833.877930
	Iteration 61Q: 3 clusters Score -1938077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1938073.125000 Penalty: 4833.877930
	Iteration 62Q: 3 clusters Score -1938073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1938073.125000 Penalty: 4833.877930
	Iteration 63F: 3 clusters Score -1938073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Entering Unmasked Estep 
Score: -3387068.750000 Penalty: 2533.639648
	Iteration 0F: 2 clusters Score -3387069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3368228.750000 Penalty: 5067.279297
	Iteration 0F: 3 clusters Score -3368229 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3375378.500000 Penalty: 5067.279297
	Iteration 1F: 3 clusters Score -3375378 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3376181.250000 Penalty: 5067.279297
	Iteration 2F: 3 clusters Score -3376181 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3376913.500000 Penalty: 5067.279297
	Iteration 3F: 3 clusters Score -3376914 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3377650.250000 Penalty: 5067.279297
	Iteration 4F: 3 clusters Score -3377650 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3378386.000000 Penalty: 5067.279297
	Iteration 5F: 3 clusters Score -3378386 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3379226.000000 Penalty: 5067.279297
	Iteration 6F: 3 clusters Score -3379226 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3380091.000000 Penalty: 5067.279297
	Iteration 7Q: 3 clusters Score -3380091 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3380944.000000 Penalty: 5067.279297
	Iteration 8Q: 3 clusters Score -3380944 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3381686.000000 Penalty: 5067.279297
	Iteration 9Q: 3 clusters Score -3381686 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3382115.500000 Penalty: 5067.279297
	Iteration 10Q: 3 clusters Score -3382116 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3382448.750000 Penalty: 5067.279297
	Iteration 11Q: 3 clusters Score -3382449 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3382732.500000 Penalty: 5067.279297
	Iteration 12Q: 3 clusters Score -3382732 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3383001.000000 Penalty: 5067.279297
	Iteration 13Q: 3 clusters Score -3383001 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3383296.000000 Penalty: 5067.279297
	Iteration 14Q: 3 clusters Score -3383296 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3383531.750000 Penalty: 5067.279297
	Iteration 15Q: 3 clusters Score -3383532 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3383789.000000 Penalty: 5067.279297
	Iteration 16Q: 3 clusters Score -3383789 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3384038.500000 Penalty: 5067.279297
	Iteration 17Q: 3 clusters Score -3384038 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3384312.750000 Penalty: 5067.279297
	Iteration 18Q: 3 clusters Score -3384313 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3384545.500000 Penalty: 5067.279297
	Iteration 19Q: 3 clusters Score -3384546 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3384750.500000 Penalty: 5067.279297
	Iteration 20F: 3 clusters Score -3384750 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3384964.000000 Penalty: 5067.279297
	Iteration 21Q: 3 clusters Score -3384964 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3385106.000000 Penalty: 5067.279297
	Iteration 22Q: 3 clusters Score -3385106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3385218.250000 Penalty: 5067.279297
	Iteration 23Q: 3 clusters Score -3385218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3385295.250000 Penalty: 5067.279297
	Iteration 24Q: 3 clusters Score -3385295 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3385347.500000 Penalty: 5067.279297
	Iteration 25Q: 3 clusters Score -3385348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3385389.250000 Penalty: 5067.279297
	Iteration 26Q: 3 clusters Score -3385389 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3385449.000000 Penalty: 5067.279297
	Iteration 27Q: 3 clusters Score -3385449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3385496.250000 Penalty: 5067.279297
	Iteration 28Q: 3 clusters Score -3385496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3385516.000000 Penalty: 5067.279297
	Iteration 29Q: 3 clusters Score -3385516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3385544.750000 Penalty: 5067.279297
	Iteration 30Q: 3 clusters Score -3385545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3385573.500000 Penalty: 5067.279297
	Iteration 31Q: 3 clusters Score -3385574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3385587.250000 Penalty: 5067.279297
	Iteration 32Q: 3 clusters Score -3385587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3385591.000000 Penalty: 5067.279297
	Iteration 33Q: 3 clusters Score -3385591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3385598.750000 Penalty: 5067.279297
	Iteration 34Q: 3 clusters Score -3385599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3385604.250000 Penalty: 5067.279297
	Iteration 35Q: 3 clusters Score -3385604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3385609.750000 Penalty: 5067.279297
	Iteration 36Q: 3 clusters Score -3385610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3385617.250000 Penalty: 5067.279297
	Iteration 37Q: 3 clusters Score -3385617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3385623.000000 Penalty: 5067.279297
	Iteration 38Q: 3 clusters Score -3385623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3385619.500000 Penalty: 5067.279297
	Iteration 39Q: 3 clusters Score -3385620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3385618.250000 Penalty: 5067.279297
	Iteration 40F: 3 clusters Score -3385618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3385620.500000 Penalty: 5067.279297
	Iteration 41Q: 3 clusters Score -3385620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3385625.750000 Penalty: 5067.279297
	Iteration 42Q: 3 clusters Score -3385626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3385628.250000 Penalty: 5067.279297
	Iteration 43Q: 3 clusters Score -3385628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3385626.750000 Penalty: 5067.279297
	Iteration 44Q: 3 clusters Score -3385627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3385627.500000 Penalty: 5067.279297
	Iteration 45Q: 3 clusters Score -3385628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3385624.500000 Penalty: 5067.279297
	Iteration 46Q: 3 clusters Score -3385624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3385624.750000 Penalty: 5067.279297
	Iteration 47Q: 3 clusters Score -3385625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3385629.000000 Penalty: 5067.279297
	Iteration 48Q: 3 clusters Score -3385629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3385629.000000 Penalty: 5067.279297
	Iteration 49F: 3 clusters Score -3385629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Entering Unmasked Estep 
Score: -9670921.000000 Penalty: 2804.816406
	Iteration 0F: 2 clusters Score -9670921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -9616143.000000 Penalty: 5609.632812
	Iteration 0F: 3 clusters Score -9616143 nChanged 38403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -9637923.000000 Penalty: 5609.632812
	Iteration 1F: 3 clusters Score -9637923 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -9638916.000000 Penalty: 5609.632812
	Iteration 2Q: 3 clusters Score -9638916 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -9640189.000000 Penalty: 5609.632812
	Iteration 3Q: 3 clusters Score -9640189 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -9642138.000000 Penalty: 5609.632812
	Iteration 4Q: 3 clusters Score -9642138 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -9644987.000000 Penalty: 5609.632812
	Iteration 5F: 3 clusters Score -9644987 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -9649049.000000 Penalty: 5609.632812
	Iteration 6F: 3 clusters Score -9649049 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -9654112.000000 Penalty: 5609.632812
	Iteration 7F: 3 clusters Score -9654112 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -9658854.000000 Penalty: 5609.632812
	Iteration 8F: 3 clusters Score -9658854 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -9662483.000000 Penalty: 5609.632812
	Iteration 9F: 3 clusters Score -9662483 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -9665071.000000 Penalty: 5609.632812
	Iteration 10Q: 3 clusters Score -9665071 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -9666806.000000 Penalty: 5609.632812
	Iteration 11Q: 3 clusters Score -9666806 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9667702.000000 Penalty: 5609.632812
	Iteration 12Q: 3 clusters Score -9667702 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9668188.000000 Penalty: 5609.632812
	Iteration 13Q: 3 clusters Score -9668188 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9668389.000000 Penalty: 5609.632812
	Iteration 14Q: 3 clusters Score -9668389 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9668529.000000 Penalty: 5609.632812
	Iteration 15Q: 3 clusters Score -9668529 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9668595.000000 Penalty: 5609.632812
	Iteration 16Q: 3 clusters Score -9668595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9668639.000000 Penalty: 5609.632812
	Iteration 17Q: 3 clusters Score -9668639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9668664.000000 Penalty: 5609.632812
	Iteration 18Q: 3 clusters Score -9668664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9668693.000000 Penalty: 5609.632812
	Iteration 19Q: 3 clusters Score -9668693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9668724.000000 Penalty: 5609.632812
	Iteration 20F: 3 clusters Score -9668724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9668735.000000 Penalty: 5609.632812
	Iteration 21Q: 3 clusters Score -9668735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9668734.000000 Penalty: 5609.632812
	Iteration 22Q: 3 clusters Score -9668734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9668738.000000 Penalty: 5609.632812
	Iteration 23Q: 3 clusters Score -9668738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9668741.000000 Penalty: 5609.632812
	Iteration 24Q: 3 clusters Score -9668741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9668756.000000 Penalty: 5609.632812
	Iteration 25Q: 3 clusters Score -9668756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9668754.000000 Penalty: 5609.632812
	Iteration 26Q: 3 clusters Score -9668754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9668766.000000 Penalty: 5609.632812
	Iteration 27Q: 3 clusters Score -9668766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9668769.000000 Penalty: 5609.632812
	Iteration 28Q: 3 clusters Score -9668769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9668774.000000 Penalty: 5609.632812
	Iteration 29Q: 3 clusters Score -9668774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9668779.000000 Penalty: 5609.632812
	Iteration 30Q: 3 clusters Score -9668779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9668785.000000 Penalty: 5609.632812
	Iteration 31Q: 3 clusters Score -9668785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9668793.000000 Penalty: 5609.632812
	Iteration 32Q: 3 clusters Score -9668793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9668792.000000 Penalty: 5609.632812
	Iteration 33Q: 3 clusters Score -9668792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9668795.000000 Penalty: 5609.632812
	Iteration 34Q: 3 clusters Score -9668795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9668795.000000 Penalty: 5609.632812
	Iteration 35F: 3 clusters Score -9668795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Entering Unmasked Estep 
Score: -2429382.500000 Penalty: 2466.351318
	Iteration 0F: 2 clusters Score -2429382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2414729.750000 Penalty: 4932.702637
	Iteration 0F: 3 clusters Score -2414730 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2420012.250000 Penalty: 4932.702637
	Iteration 1F: 3 clusters Score -2420012 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2420907.000000 Penalty: 4932.702637
	Iteration 2F: 3 clusters Score -2420907 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2421939.750000 Penalty: 4932.702637
	Iteration 3F: 3 clusters Score -2421940 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2423149.500000 Penalty: 4932.702637
	Iteration 4F: 3 clusters Score -2423150 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2424283.500000 Penalty: 4932.702637
	Iteration 5F: 3 clusters Score -2424284 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2425311.500000 Penalty: 4932.702637
	Iteration 6F: 3 clusters Score -2425312 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2426072.750000 Penalty: 4932.702637
	Iteration 7F: 3 clusters Score -2426073 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2426552.500000 Penalty: 4932.702637
	Iteration 8Q: 3 clusters Score -2426552 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2426874.250000 Penalty: 4932.702637
	Iteration 9Q: 3 clusters Score -2426874 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2427086.750000 Penalty: 4932.702637
	Iteration 10Q: 3 clusters Score -2427087 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2427237.750000 Penalty: 4932.702637
	Iteration 11Q: 3 clusters Score -2427238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2427324.500000 Penalty: 4932.702637
	Iteration 12Q: 3 clusters Score -2427324 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2427391.500000 Penalty: 4932.702637
	Iteration 13Q: 3 clusters Score -2427392 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2427443.250000 Penalty: 4932.702637
	Iteration 14Q: 3 clusters Score -2427443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2427480.250000 Penalty: 4932.702637
	Iteration 15Q: 3 clusters Score -2427480 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2427517.500000 Penalty: 4932.702637
	Iteration 16Q: 3 clusters Score -2427518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2427542.750000 Penalty: 4932.702637
	Iteration 17Q: 3 clusters Score -2427543 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2427584.000000 Penalty: 4932.702637
	Iteration 18Q: 3 clusters Score -2427584 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2427630.500000 Penalty: 4932.702637
	Iteration 19Q: 3 clusters Score -2427630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2427659.750000 Penalty: 4932.702637
	Iteration 20F: 3 clusters Score -2427660 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2427689.750000 Penalty: 4932.702637
	Iteration 21Q: 3 clusters Score -2427690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2427718.000000 Penalty: 4932.702637
	Iteration 22Q: 3 clusters Score -2427718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2427736.750000 Penalty: 4932.702637
	Iteration 23Q: 3 clusters Score -2427737 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2427758.000000 Penalty: 4932.702637
	Iteration 24Q: 3 clusters Score -2427758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2427775.500000 Penalty: 4932.702637
	Iteration 25Q: 3 clusters Score -2427776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2427804.000000 Penalty: 4932.702637
	Iteration 26Q: 3 clusters Score -2427804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2427821.500000 Penalty: 4932.702637
	Iteration 27Q: 3 clusters Score -2427822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2427845.000000 Penalty: 4932.702637
	Iteration 28Q: 3 clusters Score -2427845 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2427860.500000 Penalty: 4932.702637
	Iteration 29Q: 3 clusters Score -2427860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2427878.250000 Penalty: 4932.702637
	Iteration 30Q: 3 clusters Score -2427878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2427886.750000 Penalty: 4932.702637
	Iteration 31Q: 3 clusters Score -2427887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2427899.750000 Penalty: 4932.702637
	Iteration 32Q: 3 clusters Score -2427900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2427914.000000 Penalty: 4932.702637
	Iteration 33Q: 3 clusters Score -2427914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2427928.500000 Penalty: 4932.702637
	Iteration 34Q: 3 clusters Score -2427928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2427927.500000 Penalty: 4932.702637
	Iteration 35Q: 3 clusters Score -2427928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2427935.750000 Penalty: 4932.702637
	Iteration 36Q: 3 clusters Score -2427936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2427954.000000 Penalty: 4932.702637
	Iteration 37Q: 3 clusters Score -2427954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2427971.500000 Penalty: 4932.702637
	Iteration 38Q: 3 clusters Score -2427972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2427989.000000 Penalty: 4932.702637
	Iteration 39Q: 3 clusters Score -2427989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2428004.750000 Penalty: 4932.702637
	Iteration 40F: 3 clusters Score -2428005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2428020.750000 Penalty: 4932.702637
	Iteration 41Q: 3 clusters Score -2428021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2428033.000000 Penalty: 4932.702637
	Iteration 42Q: 3 clusters Score -2428033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2428053.250000 Penalty: 4932.702637
	Iteration 43Q: 3 clusters Score -2428053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2428061.750000 Penalty: 4932.702637
	Iteration 44Q: 3 clusters Score -2428062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2428084.750000 Penalty: 4932.702637
	Iteration 45Q: 3 clusters Score -2428085 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2428107.750000 Penalty: 4932.702637
	Iteration 46Q: 3 clusters Score -2428108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2428134.500000 Penalty: 4932.702637
	Iteration 47Q: 3 clusters Score -2428134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2428151.750000 Penalty: 4932.702637
	Iteration 48Q: 3 clusters Score -2428152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2428164.250000 Penalty: 4932.702637
	Iteration 49Q: 3 clusters Score -2428164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2428186.000000 Penalty: 4932.702637
	Iteration 50Q: 3 clusters Score -2428186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2428197.750000 Penalty: 4932.702637
	Iteration 51Q: 3 clusters Score -2428198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2428213.250000 Penalty: 4932.702637
	Iteration 52Q: 3 clusters Score -2428213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2428216.250000 Penalty: 4932.702637
	Iteration 53Q: 3 clusters Score -2428216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2428232.500000 Penalty: 4932.702637
	Iteration 54Q: 3 clusters Score -2428232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2428227.500000 Penalty: 4932.702637
	Iteration 55Q: 3 clusters Score -2428228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2428230.000000 Penalty: 4932.702637
	Iteration 56Q: 3 clusters Score -2428230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2428230.250000 Penalty: 4932.702637
	Iteration 57Q: 3 clusters Score -2428230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2428240.000000 Penalty: 4932.702637
	Iteration 58Q: 3 clusters Score -2428240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2428242.500000 Penalty: 4932.702637
	Iteration 59Q: 3 clusters Score -2428242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2428243.750000 Penalty: 4932.702637
	Iteration 60F: 3 clusters Score -2428244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2428244.250000 Penalty: 4932.702637
	Iteration 61Q: 3 clusters Score -2428244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2428247.250000 Penalty: 4932.702637
	Iteration 62Q: 3 clusters Score -2428247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2428250.250000 Penalty: 4932.702637
	Iteration 63Q: 3 clusters Score -2428250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2428245.750000 Penalty: 4932.702637
	Iteration 64Q: 3 clusters Score -2428246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2428248.750000 Penalty: 4932.702637
	Iteration 65Q: 3 clusters Score -2428249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2428252.500000 Penalty: 4932.702637
	Iteration 66Q: 3 clusters Score -2428252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2428251.750000 Penalty: 4932.702637
	Iteration 67Q: 3 clusters Score -2428252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2428248.750000 Penalty: 4932.702637
	Iteration 68Q: 3 clusters Score -2428249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2428253.500000 Penalty: 4932.702637
	Iteration 69Q: 3 clusters Score -2428254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2428252.500000 Penalty: 4932.702637
	Iteration 70Q: 3 clusters Score -2428252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2428257.750000 Penalty: 4932.702637
	Iteration 71Q: 3 clusters Score -2428258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2428260.000000 Penalty: 4932.702637
	Iteration 72Q: 3 clusters Score -2428260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2428263.000000 Penalty: 4932.702637
	Iteration 73Q: 3 clusters Score -2428263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2428258.750000 Penalty: 4932.702637
	Iteration 74Q: 3 clusters Score -2428259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2428257.750000 Penalty: 4932.702637
	Iteration 75Q: 3 clusters Score -2428258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2428261.000000 Penalty: 4932.702637
	Iteration 76Q: 3 clusters Score -2428261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2428265.750000 Penalty: 4932.702637
	Iteration 77Q: 3 clusters Score -2428266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2428261.750000 Penalty: 4932.702637
	Iteration 78Q: 3 clusters Score -2428262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2428260.750000 Penalty: 4932.702637
	Iteration 79Q: 3 clusters Score -2428261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2428267.000000 Penalty: 4932.702637
	Iteration 80F: 3 clusters Score -2428267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2428268.250000 Penalty: 4932.702637
	Iteration 81Q: 3 clusters Score -2428268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2428275.500000 Penalty: 4932.702637
	Iteration 82Q: 3 clusters Score -2428276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2428280.750000 Penalty: 4932.702637
	Iteration 83Q: 3 clusters Score -2428281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2428282.750000 Penalty: 4932.702637
	Iteration 84Q: 3 clusters Score -2428283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2428291.750000 Penalty: 4932.702637
	Iteration 85Q: 3 clusters Score -2428292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2428296.500000 Penalty: 4932.702637
	Iteration 86Q: 3 clusters Score -2428296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2428307.500000 Penalty: 4932.702637
	Iteration 87Q: 3 clusters Score -2428308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2428312.500000 Penalty: 4932.702637
	Iteration 88Q: 3 clusters Score -2428312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2428313.500000 Penalty: 4932.702637
	Iteration 89Q: 3 clusters Score -2428314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2428318.750000 Penalty: 4932.702637
	Iteration 90Q: 3 clusters Score -2428319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2428318.000000 Penalty: 4932.702637
	Iteration 91Q: 3 clusters Score -2428318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2428322.500000 Penalty: 4932.702637
	Iteration 92Q: 3 clusters Score -2428322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2428320.000000 Penalty: 4932.702637
	Iteration 93Q: 3 clusters Score -2428320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2428317.250000 Penalty: 4932.702637
	Iteration 94Q: 3 clusters Score -2428317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2428315.750000 Penalty: 4932.702637
	Iteration 95Q: 3 clusters Score -2428316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2428320.000000 Penalty: 4932.702637
	Iteration 96Q: 3 clusters Score -2428320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2428320.750000 Penalty: 4932.702637
	Iteration 97Q: 3 clusters Score -2428321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2428321.000000 Penalty: 4932.702637
	Iteration 98Q: 3 clusters Score -2428321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2428317.250000 Penalty: 4932.702637
	Iteration 99Q: 3 clusters Score -2428317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2428322.750000 Penalty: 4932.702637
	Iteration 100F: 3 clusters Score -2428323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2428322.000000 Penalty: 4932.702637
	Iteration 101Q: 3 clusters Score -2428322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2428324.750000 Penalty: 4932.702637
	Iteration 102Q: 3 clusters Score -2428325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2428324.750000 Penalty: 4932.702637
	Iteration 103Q: 3 clusters Score -2428325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2428324.500000 Penalty: 4932.702637
	Iteration 104Q: 3 clusters Score -2428324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2428324.250000 Penalty: 4932.702637
	Iteration 105Q: 3 clusters Score -2428324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2428325.750000 Penalty: 4932.702637
	Iteration 106Q: 3 clusters Score -2428326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2428328.750000 Penalty: 4932.702637
	Iteration 107Q: 3 clusters Score -2428329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2428327.000000 Penalty: 4932.702637
	Iteration 108Q: 3 clusters Score -2428327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2428326.500000 Penalty: 4932.702637
	Iteration 109Q: 3 clusters Score -2428326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2428326.250000 Penalty: 4932.702637
	Iteration 110Q: 3 clusters Score -2428326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2428326.250000 Penalty: 4932.702637
	Iteration 111F: 3 clusters Score -2428326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -436193.687500 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -436193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -432408.468750 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -432408.5 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -433346.531250 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -433346.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -433663.062500 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -433663.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -433997.968750 Penalty: 4108.989258
	Iteration 3F: 3 clusters Score -433998 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -434362.406250 Penalty: 4108.989258
	Iteration 4F: 3 clusters Score -434362.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -434704.531250 Penalty: 4108.989258
	Iteration 5F: 3 clusters Score -434704.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -435006.031250 Penalty: 4108.989258
	Iteration 6F: 3 clusters Score -435006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -435213.031250 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -435213 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -435388.750000 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -435388.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -435490.062500 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -435490.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -435559.843750 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -435559.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -435596.875000 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -435596.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -435623.250000 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -435623.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -435645.968750 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -435646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -435670.250000 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -435670.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -435691.187500 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -435691.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -435720.656250 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -435720.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -435741.843750 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -435741.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -435757.437500 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -435757.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -435777.031250 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -435777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -435836.406250 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -435836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -435973.812500 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -435973.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -436069.875000 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -436069.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -436133.875000 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -436133.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -436179.218750 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -436179.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -436242.593750 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -436242.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -436274.968750 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -436275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -436294.281250 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -436294.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -436305.781250 Penalty: 4108.989258
	Iteration 28Q: 3 clusters Score -436305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -436312.593750 Penalty: 4108.989258
	Iteration 29Q: 3 clusters Score -436312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -436316.843750 Penalty: 4108.989258
	Iteration 30Q: 3 clusters Score -436316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -436317.656250 Penalty: 4108.989258
	Iteration 31Q: 3 clusters Score -436317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -436317.875000 Penalty: 4108.989258
	Iteration 32Q: 3 clusters Score -436317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -436318.718750 Penalty: 4108.989258
	Iteration 33Q: 3 clusters Score -436318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -436319.312500 Penalty: 4108.989258
	Iteration 34Q: 3 clusters Score -436319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -436319.312500 Penalty: 4108.989258
	Iteration 35F: 3 clusters Score -436319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169850 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 38976 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168118 members 
Mstep: Class 9 contains 111963 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113542 members 
Mstep: Class 12 contains 258782 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27345 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 44896 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72851 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13883 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 3306 members 
Entering Unmasked Estep 
Score: -205566576.000000 Penalty: 128518.421875
Splitting cluster 19 changes total score from -205568064.000000 to -205566576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -167492.609375 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -167492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165273.875000 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -165273.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -165973.609375 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -165973.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166578.859375 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -166578.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167141.968750 Penalty: 3649.347900
	Iteration 3F: 3 clusters Score -167142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -167499.843750 Penalty: 3649.347900
	Iteration 4F: 3 clusters Score -167499.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -167610.062500 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -167610.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -167689.765625 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -167689.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -167732.359375 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -167732.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167777.093750 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -167777.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -167825.515625 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -167825.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -167871.625000 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -167871.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -167965.156250 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -167965.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -168058.937500 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -168058.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -168119.031250 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -168119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168136.671875 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -168136.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -168139.750000 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -168139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -168139.750000 Penalty: 3649.347900
	Iteration 16F: 3 clusters Score -168139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169850 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 38976 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168118 members 
Mstep: Class 9 contains 111963 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113542 members 
Mstep: Class 12 contains 258782 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27345 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 855 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 44896 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72851 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13883 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 713 members 
Entering Unmasked Estep 
Score: -205567072.000000 Penalty: 128518.421875
Splitting cluster 20 changes total score from -205568064.000000 to -205567072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (22602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Entering Unmasked Estep 
Score: -2695526.750000 Penalty: 2486.396973
	Iteration 0F: 2 clusters Score -2695527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2679844.750000 Penalty: 4972.793945
	Iteration 0F: 3 clusters Score -2679845 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2685278.000000 Penalty: 4972.793945
	Iteration 1F: 3 clusters Score -2685278 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2685719.000000 Penalty: 4972.793945
	Iteration 2F: 3 clusters Score -2685719 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2686100.750000 Penalty: 4972.793945
	Iteration 3Q: 3 clusters Score -2686101 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2686467.250000 Penalty: 4972.793945
	Iteration 4Q: 3 clusters Score -2686467 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2686870.500000 Penalty: 4972.793945
	Iteration 5Q: 3 clusters Score -2686870 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2687331.750000 Penalty: 4972.793945
	Iteration 6Q: 3 clusters Score -2687332 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2687855.500000 Penalty: 4972.793945
	Iteration 7Q: 3 clusters Score -2687856 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2688421.750000 Penalty: 4972.793945
	Iteration 8Q: 3 clusters Score -2688422 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2689012.750000 Penalty: 4972.793945
	Iteration 9F: 3 clusters Score -2689013 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2689634.250000 Penalty: 4972.793945
	Iteration 10Q: 3 clusters Score -2689634 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2690188.500000 Penalty: 4972.793945
	Iteration 11Q: 3 clusters Score -2690188 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2690746.250000 Penalty: 4972.793945
	Iteration 12Q: 3 clusters Score -2690746 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2691293.500000 Penalty: 4972.793945
	Iteration 13Q: 3 clusters Score -2691294 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2691829.000000 Penalty: 4972.793945
	Iteration 14Q: 3 clusters Score -2691829 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2692249.000000 Penalty: 4972.793945
	Iteration 15Q: 3 clusters Score -2692249 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2692561.250000 Penalty: 4972.793945
	Iteration 16Q: 3 clusters Score -2692561 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2692825.750000 Penalty: 4972.793945
	Iteration 17Q: 3 clusters Score -2692826 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2693007.000000 Penalty: 4972.793945
	Iteration 18Q: 3 clusters Score -2693007 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2693148.750000 Penalty: 4972.793945
	Iteration 19Q: 3 clusters Score -2693149 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2693215.500000 Penalty: 4972.793945
	Iteration 20F: 3 clusters Score -2693216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2693279.250000 Penalty: 4972.793945
	Iteration 21Q: 3 clusters Score -2693279 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2693334.250000 Penalty: 4972.793945
	Iteration 22Q: 3 clusters Score -2693334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2693362.750000 Penalty: 4972.793945
	Iteration 23Q: 3 clusters Score -2693363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2693376.500000 Penalty: 4972.793945
	Iteration 24Q: 3 clusters Score -2693376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2693389.000000 Penalty: 4972.793945
	Iteration 25Q: 3 clusters Score -2693389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2693402.250000 Penalty: 4972.793945
	Iteration 26Q: 3 clusters Score -2693402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2693408.750000 Penalty: 4972.793945
	Iteration 27Q: 3 clusters Score -2693409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2693423.250000 Penalty: 4972.793945
	Iteration 28Q: 3 clusters Score -2693423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2693436.000000 Penalty: 4972.793945
	Iteration 29Q: 3 clusters Score -2693436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2693438.750000 Penalty: 4972.793945
	Iteration 30Q: 3 clusters Score -2693439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2693444.000000 Penalty: 4972.793945
	Iteration 31Q: 3 clusters Score -2693444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2693441.000000 Penalty: 4972.793945
	Iteration 32Q: 3 clusters Score -2693441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2693441.250000 Penalty: 4972.793945
	Iteration 33Q: 3 clusters Score -2693441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2693444.250000 Penalty: 4972.793945
	Iteration 34Q: 3 clusters Score -2693444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2693457.000000 Penalty: 4972.793945
	Iteration 35Q: 3 clusters Score -2693457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2693456.750000 Penalty: 4972.793945
	Iteration 36Q: 3 clusters Score -2693457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2693463.000000 Penalty: 4972.793945
	Iteration 37Q: 3 clusters Score -2693463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2693473.250000 Penalty: 4972.793945
	Iteration 38Q: 3 clusters Score -2693473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2693472.000000 Penalty: 4972.793945
	Iteration 39Q: 3 clusters Score -2693472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2693474.250000 Penalty: 4972.793945
	Iteration 40F: 3 clusters Score -2693474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2693473.250000 Penalty: 4972.793945
	Iteration 41Q: 3 clusters Score -2693473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2693478.000000 Penalty: 4972.793945
	Iteration 42Q: 3 clusters Score -2693478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2693483.500000 Penalty: 4972.793945
	Iteration 43Q: 3 clusters Score -2693484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2693478.000000 Penalty: 4972.793945
	Iteration 44Q: 3 clusters Score -2693478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2693485.250000 Penalty: 4972.793945
	Iteration 45Q: 3 clusters Score -2693485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2693486.000000 Penalty: 4972.793945
	Iteration 46Q: 3 clusters Score -2693486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2693495.000000 Penalty: 4972.793945
	Iteration 47Q: 3 clusters Score -2693495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2693501.500000 Penalty: 4972.793945
	Iteration 48Q: 3 clusters Score -2693502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2693504.500000 Penalty: 4972.793945
	Iteration 49Q: 3 clusters Score -2693504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2693502.750000 Penalty: 4972.793945
	Iteration 50Q: 3 clusters Score -2693503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2693509.000000 Penalty: 4972.793945
	Iteration 51Q: 3 clusters Score -2693509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2693511.000000 Penalty: 4972.793945
	Iteration 52Q: 3 clusters Score -2693511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2693517.250000 Penalty: 4972.793945
	Iteration 53Q: 3 clusters Score -2693517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2693517.250000 Penalty: 4972.793945
	Iteration 54Q: 3 clusters Score -2693517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2693525.500000 Penalty: 4972.793945
	Iteration 55Q: 3 clusters Score -2693526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2693533.000000 Penalty: 4972.793945
	Iteration 56Q: 3 clusters Score -2693533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2693537.500000 Penalty: 4972.793945
	Iteration 57Q: 3 clusters Score -2693538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2693535.000000 Penalty: 4972.793945
	Iteration 58Q: 3 clusters Score -2693535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2693538.750000 Penalty: 4972.793945
	Iteration 59Q: 3 clusters Score -2693539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2693537.250000 Penalty: 4972.793945
	Iteration 60F: 3 clusters Score -2693537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2693537.250000 Penalty: 4972.793945
	Iteration 61Q: 3 clusters Score -2693537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2693534.750000 Penalty: 4972.793945
	Iteration 62Q: 3 clusters Score -2693535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2693537.500000 Penalty: 4972.793945
	Iteration 63Q: 3 clusters Score -2693538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2693535.250000 Penalty: 4972.793945
	Iteration 64Q: 3 clusters Score -2693535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2693535.000000 Penalty: 4972.793945
	Iteration 65Q: 3 clusters Score -2693535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2693539.250000 Penalty: 4972.793945
	Iteration 66Q: 3 clusters Score -2693539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2693546.750000 Penalty: 4972.793945
	Iteration 67Q: 3 clusters Score -2693547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2693544.250000 Penalty: 4972.793945
	Iteration 68Q: 3 clusters Score -2693544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2693546.500000 Penalty: 4972.793945
	Iteration 69Q: 3 clusters Score -2693546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2693543.750000 Penalty: 4972.793945
	Iteration 70Q: 3 clusters Score -2693544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2693543.250000 Penalty: 4972.793945
	Iteration 71Q: 3 clusters Score -2693543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2693539.250000 Penalty: 4972.793945
	Iteration 72Q: 3 clusters Score -2693539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2693543.250000 Penalty: 4972.793945
	Iteration 73Q: 3 clusters Score -2693543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2693546.000000 Penalty: 4972.793945
	Iteration 74Q: 3 clusters Score -2693546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2693547.250000 Penalty: 4972.793945
	Iteration 75Q: 3 clusters Score -2693547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2693548.750000 Penalty: 4972.793945
	Iteration 76Q: 3 clusters Score -2693549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2693551.750000 Penalty: 4972.793945
	Iteration 77Q: 3 clusters Score -2693552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2693551.500000 Penalty: 4972.793945
	Iteration 78Q: 3 clusters Score -2693552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2693551.500000 Penalty: 4972.793945
	Iteration 79F: 3 clusters Score -2693552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Entering Unmasked Estep 
Score: -20688198.000000 Penalty: 2990.715088
	Iteration 0F: 2 clusters Score -2.06882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -20574674.000000 Penalty: 5981.430176
	Iteration 0F: 3 clusters Score -2.057467e+07 nChanged 82421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -20623756.000000 Penalty: 5981.430176
	Iteration 1F: 3 clusters Score -2.062376e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -20625860.000000 Penalty: 5981.430176
	Iteration 2Q: 3 clusters Score -2.062586e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -20628630.000000 Penalty: 5981.430176
	Iteration 3Q: 3 clusters Score -2.062863e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -20632778.000000 Penalty: 5981.430176
	Iteration 4F: 3 clusters Score -2.063278e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -20638446.000000 Penalty: 5981.430176
	Iteration 5F: 3 clusters Score -2.063845e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -20645216.000000 Penalty: 5981.430176
	Iteration 6F: 3 clusters Score -2.064522e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 121360 members 
Entering Unmasked Estep 
Score: -20652464.000000 Penalty: 5981.430176
	Iteration 7F: 3 clusters Score -2.065246e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 130180 members 
Entering Unmasked Estep 
Score: -20658998.000000 Penalty: 5981.430176
	Iteration 8F: 3 clusters Score -2.0659e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 138871 members 
Entering Unmasked Estep 
Score: -20665052.000000 Penalty: 5981.430176
	Iteration 9F: 3 clusters Score -2.066505e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -20671034.000000 Penalty: 5981.430176
	Iteration 10Q: 3 clusters Score -2.067103e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -20676222.000000 Penalty: 5981.430176
	Iteration 11Q: 3 clusters Score -2.067622e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 160658 members 
Entering Unmasked Estep 
Score: -20680226.000000 Penalty: 5981.430176
	Iteration 12Q: 3 clusters Score -2.068023e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 165113 members 
Entering Unmasked Estep 
Score: -20682978.000000 Penalty: 5981.430176
	Iteration 13Q: 3 clusters Score -2.068298e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -20684706.000000 Penalty: 5981.430176
	Iteration 14Q: 3 clusters Score -2.068471e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 169504 members 
Entering Unmasked Estep 
Score: -20685550.000000 Penalty: 5981.430176
	Iteration 15Q: 3 clusters Score -2.068555e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 170312 members 
Entering Unmasked Estep 
Score: -20685950.000000 Penalty: 5981.430176
	Iteration 16Q: 3 clusters Score -2.068595e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -20686194.000000 Penalty: 5981.430176
	Iteration 17Q: 3 clusters Score -2.068619e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 170966 members 
Entering Unmasked Estep 
Score: -20686298.000000 Penalty: 5981.430176
	Iteration 18Q: 3 clusters Score -2.06863e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 171110 members 
Entering Unmasked Estep 
Score: -20686384.000000 Penalty: 5981.430176
	Iteration 19Q: 3 clusters Score -2.068638e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -20686444.000000 Penalty: 5981.430176
	Iteration 20F: 3 clusters Score -2.068644e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -20686500.000000 Penalty: 5981.430176
	Iteration 21Q: 3 clusters Score -2.06865e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -20686550.000000 Penalty: 5981.430176
	Iteration 22Q: 3 clusters Score -2.068655e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 171380 members 
Entering Unmasked Estep 
Score: -20686638.000000 Penalty: 5981.430176
	Iteration 23Q: 3 clusters Score -2.068664e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 171413 members 
Entering Unmasked Estep 
Score: -20686726.000000 Penalty: 5981.430176
	Iteration 24Q: 3 clusters Score -2.068673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -20686782.000000 Penalty: 5981.430176
	Iteration 25Q: 3 clusters Score -2.068678e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 171438 members 
Entering Unmasked Estep 
Score: -20686832.000000 Penalty: 5981.430176
	Iteration 26Q: 3 clusters Score -2.068683e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 171424 members 
Entering Unmasked Estep 
Score: -20686864.000000 Penalty: 5981.430176
	Iteration 27Q: 3 clusters Score -2.068686e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 171409 members 
Entering Unmasked Estep 
Score: -20686864.000000 Penalty: 5981.430176
	Iteration 28Q: 3 clusters Score -2.068686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 171396 members 
Entering Unmasked Estep 
Score: -20686884.000000 Penalty: 5981.430176
	Iteration 29Q: 3 clusters Score -2.068688e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 171387 members 
Entering Unmasked Estep 
Score: -20686896.000000 Penalty: 5981.430176
	Iteration 30Q: 3 clusters Score -2.06869e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 171384 members 
Entering Unmasked Estep 
Score: -20686920.000000 Penalty: 5981.430176
	Iteration 31Q: 3 clusters Score -2.068692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -20686936.000000 Penalty: 5981.430176
	Iteration 32Q: 3 clusters Score -2.068694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -20686982.000000 Penalty: 5981.430176
	Iteration 33Q: 3 clusters Score -2.068698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 171386 members 
Entering Unmasked Estep 
Score: -20687000.000000 Penalty: 5981.430176
	Iteration 34Q: 3 clusters Score -2.0687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -20687012.000000 Penalty: 5981.430176
	Iteration 35Q: 3 clusters Score -2.068701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171370 members 
Entering Unmasked Estep 
Score: -20687030.000000 Penalty: 5981.430176
	Iteration 36Q: 3 clusters Score -2.068703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -20687046.000000 Penalty: 5981.430176
	Iteration 37Q: 3 clusters Score -2.068705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -20687052.000000 Penalty: 5981.430176
	Iteration 38Q: 3 clusters Score -2.068705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 171372 members 
Entering Unmasked Estep 
Score: -20687056.000000 Penalty: 5981.430176
	Iteration 39Q: 3 clusters Score -2.068706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -20687040.000000 Penalty: 5981.430176
	Iteration 40F: 3 clusters Score -2.068704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -20687044.000000 Penalty: 5981.430176
	Iteration 41Q: 3 clusters Score -2.068704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 171372 members 
Entering Unmasked Estep 
Score: -20687044.000000 Penalty: 5981.430176
	Iteration 42Q: 3 clusters Score -2.068704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171370 members 
Entering Unmasked Estep 
Score: -20687048.000000 Penalty: 5981.430176
	Iteration 43Q: 3 clusters Score -2.068705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 171369 members 
Entering Unmasked Estep 
Score: -20687050.000000 Penalty: 5981.430176
	Iteration 44Q: 3 clusters Score -2.068705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -20687046.000000 Penalty: 5981.430176
	Iteration 45Q: 3 clusters Score -2.068705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -20687060.000000 Penalty: 5981.430176
	Iteration 46Q: 3 clusters Score -2.068706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -20687060.000000 Penalty: 5981.430176
	Iteration 47F: 3 clusters Score -2.068706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Entering Unmasked Estep 
Score: -3235151.250000 Penalty: 2544.116943
	Iteration 0F: 2 clusters Score -3235151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3215598.250000 Penalty: 5088.233887
	Iteration 0F: 3 clusters Score -3215598 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3222794.750000 Penalty: 5088.233887
	Iteration 1F: 3 clusters Score -3222795 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3223554.500000 Penalty: 5088.233887
	Iteration 2F: 3 clusters Score -3223554 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3224371.250000 Penalty: 5088.233887
	Iteration 3F: 3 clusters Score -3224371 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3225230.500000 Penalty: 5088.233887
	Iteration 4F: 3 clusters Score -3225230 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3226120.000000 Penalty: 5088.233887
	Iteration 5F: 3 clusters Score -3226120 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3227042.000000 Penalty: 5088.233887
	Iteration 6F: 3 clusters Score -3227042 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3228031.500000 Penalty: 5088.233887
	Iteration 7F: 3 clusters Score -3228032 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3229042.750000 Penalty: 5088.233887
	Iteration 8F: 3 clusters Score -3229043 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3230038.750000 Penalty: 5088.233887
	Iteration 9F: 3 clusters Score -3230039 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3231009.750000 Penalty: 5088.233887
	Iteration 10F: 3 clusters Score -3231010 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3231837.250000 Penalty: 5088.233887
	Iteration 11Q: 3 clusters Score -3231837 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3232493.500000 Penalty: 5088.233887
	Iteration 12Q: 3 clusters Score -3232494 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3233021.500000 Penalty: 5088.233887
	Iteration 13Q: 3 clusters Score -3233022 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3233391.250000 Penalty: 5088.233887
	Iteration 14Q: 3 clusters Score -3233391 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3233620.250000 Penalty: 5088.233887
	Iteration 15Q: 3 clusters Score -3233620 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3233725.500000 Penalty: 5088.233887
	Iteration 16Q: 3 clusters Score -3233726 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3233811.250000 Penalty: 5088.233887
	Iteration 17Q: 3 clusters Score -3233811 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3233870.000000 Penalty: 5088.233887
	Iteration 18Q: 3 clusters Score -3233870 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3233912.000000 Penalty: 5088.233887
	Iteration 19Q: 3 clusters Score -3233912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3233936.000000 Penalty: 5088.233887
	Iteration 20F: 3 clusters Score -3233936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3233967.250000 Penalty: 5088.233887
	Iteration 21Q: 3 clusters Score -3233967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3233988.750000 Penalty: 5088.233887
	Iteration 22Q: 3 clusters Score -3233989 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3234010.250000 Penalty: 5088.233887
	Iteration 23Q: 3 clusters Score -3234010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3234013.500000 Penalty: 5088.233887
	Iteration 24Q: 3 clusters Score -3234014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3234023.500000 Penalty: 5088.233887
	Iteration 25Q: 3 clusters Score -3234024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3234036.000000 Penalty: 5088.233887
	Iteration 26Q: 3 clusters Score -3234036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3234028.250000 Penalty: 5088.233887
	Iteration 27Q: 3 clusters Score -3234028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3234038.250000 Penalty: 5088.233887
	Iteration 28Q: 3 clusters Score -3234038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3234060.250000 Penalty: 5088.233887
	Iteration 29Q: 3 clusters Score -3234060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3234078.000000 Penalty: 5088.233887
	Iteration 30Q: 3 clusters Score -3234078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3234093.000000 Penalty: 5088.233887
	Iteration 31Q: 3 clusters Score -3234093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3234100.250000 Penalty: 5088.233887
	Iteration 32Q: 3 clusters Score -3234100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3234100.000000 Penalty: 5088.233887
	Iteration 33Q: 3 clusters Score -3234100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3234112.500000 Penalty: 5088.233887
	Iteration 34Q: 3 clusters Score -3234112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3234112.250000 Penalty: 5088.233887
	Iteration 35Q: 3 clusters Score -3234112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3234123.000000 Penalty: 5088.233887
	Iteration 36Q: 3 clusters Score -3234123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3234128.000000 Penalty: 5088.233887
	Iteration 37Q: 3 clusters Score -3234128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3234127.750000 Penalty: 5088.233887
	Iteration 38Q: 3 clusters Score -3234128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3234132.500000 Penalty: 5088.233887
	Iteration 39Q: 3 clusters Score -3234132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3234136.250000 Penalty: 5088.233887
	Iteration 40F: 3 clusters Score -3234136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3234143.500000 Penalty: 5088.233887
	Iteration 41Q: 3 clusters Score -3234144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3234146.500000 Penalty: 5088.233887
	Iteration 42Q: 3 clusters Score -3234146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3234150.000000 Penalty: 5088.233887
	Iteration 43Q: 3 clusters Score -3234150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3234158.500000 Penalty: 5088.233887
	Iteration 44Q: 3 clusters Score -3234158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3234166.000000 Penalty: 5088.233887
	Iteration 45Q: 3 clusters Score -3234166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3234170.000000 Penalty: 5088.233887
	Iteration 46Q: 3 clusters Score -3234170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3234181.500000 Penalty: 5088.233887
	Iteration 47Q: 3 clusters Score -3234182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3234200.000000 Penalty: 5088.233887
	Iteration 48Q: 3 clusters Score -3234200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3234210.000000 Penalty: 5088.233887
	Iteration 49Q: 3 clusters Score -3234210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3234213.500000 Penalty: 5088.233887
	Iteration 50Q: 3 clusters Score -3234214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3234216.500000 Penalty: 5088.233887
	Iteration 51Q: 3 clusters Score -3234216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3234222.000000 Penalty: 5088.233887
	Iteration 52Q: 3 clusters Score -3234222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3234226.500000 Penalty: 5088.233887
	Iteration 53Q: 3 clusters Score -3234226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3234236.000000 Penalty: 5088.233887
	Iteration 54Q: 3 clusters Score -3234236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3234241.500000 Penalty: 5088.233887
	Iteration 55Q: 3 clusters Score -3234242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3234253.000000 Penalty: 5088.233887
	Iteration 56Q: 3 clusters Score -3234253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3234263.250000 Penalty: 5088.233887
	Iteration 57Q: 3 clusters Score -3234263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3234279.000000 Penalty: 5088.233887
	Iteration 58Q: 3 clusters Score -3234279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3234299.250000 Penalty: 5088.233887
	Iteration 59Q: 3 clusters Score -3234299 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3234319.250000 Penalty: 5088.233887
	Iteration 60F: 3 clusters Score -3234319 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3234342.000000 Penalty: 5088.233887
	Iteration 61Q: 3 clusters Score -3234342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3234393.750000 Penalty: 5088.233887
	Iteration 62Q: 3 clusters Score -3234394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3234410.750000 Penalty: 5088.233887
	Iteration 63Q: 3 clusters Score -3234411 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3234469.250000 Penalty: 5088.233887
	Iteration 64Q: 3 clusters Score -3234469 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3234527.000000 Penalty: 5088.233887
	Iteration 65Q: 3 clusters Score -3234527 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3234630.750000 Penalty: 5088.233887
	Iteration 66Q: 3 clusters Score -3234631 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3234756.500000 Penalty: 5088.233887
	Iteration 67Q: 3 clusters Score -3234756 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3234891.000000 Penalty: 5088.233887
	Iteration 68Q: 3 clusters Score -3234891 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3235048.750000 Penalty: 5088.233887
	Iteration 69Q: 3 clusters Score -3235049 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3235190.250000 Penalty: 5088.233887
	Iteration 70Q: 3 clusters Score -3235190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3235311.750000 Penalty: 5088.233887
	Iteration 71Q: 3 clusters Score -3235312 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3235411.250000 Penalty: 5088.233887
	Iteration 72Q: 3 clusters Score -3235411 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3235493.000000 Penalty: 5088.233887
	Iteration 73Q: 3 clusters Score -3235493 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3235544.000000 Penalty: 5088.233887
	Iteration 74Q: 3 clusters Score -3235544 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3235565.250000 Penalty: 5088.233887
	Iteration 75Q: 3 clusters Score -3235565 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3235604.000000 Penalty: 5088.233887
	Iteration 76Q: 3 clusters Score -3235604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3235619.000000 Penalty: 5088.233887
	Iteration 77Q: 3 clusters Score -3235619 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3235639.000000 Penalty: 5088.233887
	Iteration 78Q: 3 clusters Score -3235639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3235666.750000 Penalty: 5088.233887
	Iteration 79Q: 3 clusters Score -3235667 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3235695.750000 Penalty: 5088.233887
	Iteration 80F: 3 clusters Score -3235696 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3235712.750000 Penalty: 5088.233887
	Iteration 81Q: 3 clusters Score -3235713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3235721.000000 Penalty: 5088.233887
	Iteration 82Q: 3 clusters Score -3235721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3235737.000000 Penalty: 5088.233887
	Iteration 83Q: 3 clusters Score -3235737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3235746.500000 Penalty: 5088.233887
	Iteration 84Q: 3 clusters Score -3235746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3235743.500000 Penalty: 5088.233887
	Iteration 85Q: 3 clusters Score -3235744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3235741.250000 Penalty: 5088.233887
	Iteration 86Q: 3 clusters Score -3235741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3235746.000000 Penalty: 5088.233887
	Iteration 87Q: 3 clusters Score -3235746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3235747.250000 Penalty: 5088.233887
	Iteration 88Q: 3 clusters Score -3235747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3235749.500000 Penalty: 5088.233887
	Iteration 89Q: 3 clusters Score -3235750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3235747.000000 Penalty: 5088.233887
	Iteration 90Q: 3 clusters Score -3235747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3235770.000000 Penalty: 5088.233887
	Iteration 91Q: 3 clusters Score -3235770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3235779.250000 Penalty: 5088.233887
	Iteration 92Q: 3 clusters Score -3235779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3235786.500000 Penalty: 5088.233887
	Iteration 93Q: 3 clusters Score -3235786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3235783.500000 Penalty: 5088.233887
	Iteration 94Q: 3 clusters Score -3235784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3235796.000000 Penalty: 5088.233887
	Iteration 95Q: 3 clusters Score -3235796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3235802.250000 Penalty: 5088.233887
	Iteration 96Q: 3 clusters Score -3235802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3235808.500000 Penalty: 5088.233887
	Iteration 97Q: 3 clusters Score -3235808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3235809.750000 Penalty: 5088.233887
	Iteration 98Q: 3 clusters Score -3235810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3235808.750000 Penalty: 5088.233887
	Iteration 99Q: 3 clusters Score -3235809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3235808.250000 Penalty: 5088.233887
	Iteration 100F: 3 clusters Score -3235808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3235810.750000 Penalty: 5088.233887
	Iteration 101Q: 3 clusters Score -3235811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3235811.750000 Penalty: 5088.233887
	Iteration 102Q: 3 clusters Score -3235812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3235808.000000 Penalty: 5088.233887
	Iteration 103Q: 3 clusters Score -3235808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3235809.750000 Penalty: 5088.233887
	Iteration 104Q: 3 clusters Score -3235810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3235816.000000 Penalty: 5088.233887
	Iteration 105Q: 3 clusters Score -3235816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3235818.000000 Penalty: 5088.233887
	Iteration 106Q: 3 clusters Score -3235818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3235816.500000 Penalty: 5088.233887
	Iteration 107Q: 3 clusters Score -3235816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3235820.250000 Penalty: 5088.233887
	Iteration 108Q: 3 clusters Score -3235820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3235819.500000 Penalty: 5088.233887
	Iteration 109Q: 3 clusters Score -3235820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3235819.000000 Penalty: 5088.233887
	Iteration 110Q: 3 clusters Score -3235819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3235818.500000 Penalty: 5088.233887
	Iteration 111Q: 3 clusters Score -3235818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3235819.000000 Penalty: 5088.233887
	Iteration 112Q: 3 clusters Score -3235819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3235819.250000 Penalty: 5088.233887
	Iteration 113Q: 3 clusters Score -3235819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3235819.750000 Penalty: 5088.233887
	Iteration 114Q: 3 clusters Score -3235820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3235819.500000 Penalty: 5088.233887
	Iteration 115Q: 3 clusters Score -3235820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3235817.000000 Penalty: 5088.233887
	Iteration 116Q: 3 clusters Score -3235817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3235817.000000 Penalty: 5088.233887
	Iteration 117Q: 3 clusters Score -3235817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3235815.000000 Penalty: 5088.233887
	Iteration 118Q: 3 clusters Score -3235815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3235812.250000 Penalty: 5088.233887
	Iteration 119Q: 3 clusters Score -3235812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3235812.250000 Penalty: 5088.233887
	Iteration 120F: 3 clusters Score -3235812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169850 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 38976 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168118 members 
Mstep: Class 9 contains 111963 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113542 members 
Mstep: Class 12 contains 258782 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27345 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 19083 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 44896 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72851 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13883 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 9442 members 
Entering Unmasked Estep 
Score: -205566512.000000 Penalty: 128518.421875
Splitting cluster 23 changes total score from -205568064.000000 to -205566512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Entering Unmasked Estep 
Score: -1178003.250000 Penalty: 2302.284424
	Iteration 0F: 2 clusters Score -1178003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1169910.375000 Penalty: 4604.568848
	Iteration 0F: 3 clusters Score -1169910 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1172460.250000 Penalty: 4604.568848
	Iteration 1F: 3 clusters Score -1172460 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1173028.500000 Penalty: 4604.568848
	Iteration 2F: 3 clusters Score -1173028 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1173528.125000 Penalty: 4604.568848
	Iteration 3F: 3 clusters Score -1173528 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1173973.000000 Penalty: 4604.568848
	Iteration 4F: 3 clusters Score -1173973 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1174384.875000 Penalty: 4604.568848
	Iteration 5F: 3 clusters Score -1174385 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1174736.250000 Penalty: 4604.568848
	Iteration 6Q: 3 clusters Score -1174736 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1175051.250000 Penalty: 4604.568848
	Iteration 7Q: 3 clusters Score -1175051 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1175303.500000 Penalty: 4604.568848
	Iteration 8Q: 3 clusters Score -1175304 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1175500.750000 Penalty: 4604.568848
	Iteration 9Q: 3 clusters Score -1175501 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1175662.375000 Penalty: 4604.568848
	Iteration 10Q: 3 clusters Score -1175662 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1175759.875000 Penalty: 4604.568848
	Iteration 11Q: 3 clusters Score -1175760 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1175824.625000 Penalty: 4604.568848
	Iteration 12Q: 3 clusters Score -1175825 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1175881.750000 Penalty: 4604.568848
	Iteration 13Q: 3 clusters Score -1175882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1175926.375000 Penalty: 4604.568848
	Iteration 14Q: 3 clusters Score -1175926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1175986.125000 Penalty: 4604.568848
	Iteration 15Q: 3 clusters Score -1175986 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1176026.375000 Penalty: 4604.568848
	Iteration 16Q: 3 clusters Score -1176026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1176071.500000 Penalty: 4604.568848
	Iteration 17Q: 3 clusters Score -1176072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1176098.000000 Penalty: 4604.568848
	Iteration 18Q: 3 clusters Score -1176098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1176127.875000 Penalty: 4604.568848
	Iteration 19Q: 3 clusters Score -1176128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1176148.125000 Penalty: 4604.568848
	Iteration 20F: 3 clusters Score -1176148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1176170.000000 Penalty: 4604.568848
	Iteration 21Q: 3 clusters Score -1176170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1176187.250000 Penalty: 4604.568848
	Iteration 22Q: 3 clusters Score -1176187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1176203.000000 Penalty: 4604.568848
	Iteration 23Q: 3 clusters Score -1176203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1176217.625000 Penalty: 4604.568848
	Iteration 24Q: 3 clusters Score -1176218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1176233.250000 Penalty: 4604.568848
	Iteration 25Q: 3 clusters Score -1176233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1176239.625000 Penalty: 4604.568848
	Iteration 26Q: 3 clusters Score -1176240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1176250.000000 Penalty: 4604.568848
	Iteration 27Q: 3 clusters Score -1176250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1176261.750000 Penalty: 4604.568848
	Iteration 28Q: 3 clusters Score -1176262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1176269.750000 Penalty: 4604.568848
	Iteration 29Q: 3 clusters Score -1176270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1176275.250000 Penalty: 4604.568848
	Iteration 30Q: 3 clusters Score -1176275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1176283.750000 Penalty: 4604.568848
	Iteration 31Q: 3 clusters Score -1176284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1176289.625000 Penalty: 4604.568848
	Iteration 32Q: 3 clusters Score -1176290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1176295.250000 Penalty: 4604.568848
	Iteration 33Q: 3 clusters Score -1176295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1176298.375000 Penalty: 4604.568848
	Iteration 34Q: 3 clusters Score -1176298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1176302.125000 Penalty: 4604.568848
	Iteration 35Q: 3 clusters Score -1176302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1176302.000000 Penalty: 4604.568848
	Iteration 36Q: 3 clusters Score -1176302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1176302.375000 Penalty: 4604.568848
	Iteration 37Q: 3 clusters Score -1176302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1176300.750000 Penalty: 4604.568848
	Iteration 38Q: 3 clusters Score -1176301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1176301.750000 Penalty: 4604.568848
	Iteration 39Q: 3 clusters Score -1176302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1176300.125000 Penalty: 4604.568848
	Iteration 40F: 3 clusters Score -1176300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1176302.125000 Penalty: 4604.568848
	Iteration 41Q: 3 clusters Score -1176302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1176305.875000 Penalty: 4604.568848
	Iteration 42Q: 3 clusters Score -1176306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1176311.875000 Penalty: 4604.568848
	Iteration 43Q: 3 clusters Score -1176312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1176319.250000 Penalty: 4604.568848
	Iteration 44Q: 3 clusters Score -1176319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1176329.375000 Penalty: 4604.568848
	Iteration 45Q: 3 clusters Score -1176329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1176336.750000 Penalty: 4604.568848
	Iteration 46Q: 3 clusters Score -1176337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1176343.500000 Penalty: 4604.568848
	Iteration 47Q: 3 clusters Score -1176344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1176343.500000 Penalty: 4604.568848
	Iteration 48Q: 3 clusters Score -1176344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1176352.500000 Penalty: 4604.568848
	Iteration 49Q: 3 clusters Score -1176352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1176361.250000 Penalty: 4604.568848
	Iteration 50Q: 3 clusters Score -1176361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1176364.875000 Penalty: 4604.568848
	Iteration 51Q: 3 clusters Score -1176365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1176378.875000 Penalty: 4604.568848
	Iteration 52Q: 3 clusters Score -1176379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1176388.250000 Penalty: 4604.568848
	Iteration 53Q: 3 clusters Score -1176388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1176394.750000 Penalty: 4604.568848
	Iteration 54Q: 3 clusters Score -1176395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1176404.000000 Penalty: 4604.568848
	Iteration 55Q: 3 clusters Score -1176404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1176411.750000 Penalty: 4604.568848
	Iteration 56Q: 3 clusters Score -1176412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1176421.500000 Penalty: 4604.568848
	Iteration 57Q: 3 clusters Score -1176422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1176425.250000 Penalty: 4604.568848
	Iteration 58Q: 3 clusters Score -1176425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1176426.250000 Penalty: 4604.568848
	Iteration 59Q: 3 clusters Score -1176426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1176426.125000 Penalty: 4604.568848
	Iteration 60F: 3 clusters Score -1176426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1176428.375000 Penalty: 4604.568848
	Iteration 61Q: 3 clusters Score -1176428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1176429.250000 Penalty: 4604.568848
	Iteration 62Q: 3 clusters Score -1176429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1176431.875000 Penalty: 4604.568848
	Iteration 63Q: 3 clusters Score -1176432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1176430.250000 Penalty: 4604.568848
	Iteration 64Q: 3 clusters Score -1176430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1176431.875000 Penalty: 4604.568848
	Iteration 65Q: 3 clusters Score -1176432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1176431.625000 Penalty: 4604.568848
	Iteration 66Q: 3 clusters Score -1176432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1176431.000000 Penalty: 4604.568848
	Iteration 67Q: 3 clusters Score -1176431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1176432.750000 Penalty: 4604.568848
	Iteration 68Q: 3 clusters Score -1176433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1176432.750000 Penalty: 4604.568848
	Iteration 69F: 3 clusters Score -1176433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Entering Unmasked Estep 
Score: -5291931.500000 Penalty: 2656.601807
	Iteration 0F: 2 clusters Score -5291932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5261743.500000 Penalty: 5313.203613
	Iteration 0F: 3 clusters Score -5261744 nChanged 20469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5273346.500000 Penalty: 5313.203613
	Iteration 1F: 3 clusters Score -5273346 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5274123.000000 Penalty: 5313.203613
	Iteration 2Q: 3 clusters Score -5274123 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5275109.000000 Penalty: 5313.203613
	Iteration 3Q: 3 clusters Score -5275109 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5276628.500000 Penalty: 5313.203613
	Iteration 4F: 3 clusters Score -5276628 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5278752.000000 Penalty: 5313.203613
	Iteration 5F: 3 clusters Score -5278752 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5281459.500000 Penalty: 5313.203613
	Iteration 6F: 3 clusters Score -5281460 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5284382.500000 Penalty: 5313.203613
	Iteration 7F: 3 clusters Score -5284382 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -5286433.000000 Penalty: 5313.203613
	Iteration 8F: 3 clusters Score -5286433 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5287397.500000 Penalty: 5313.203613
	Iteration 9Q: 3 clusters Score -5287398 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -5287775.000000 Penalty: 5313.203613
	Iteration 10Q: 3 clusters Score -5287775 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -5287920.000000 Penalty: 5313.203613
	Iteration 11Q: 3 clusters Score -5287920 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5288013.000000 Penalty: 5313.203613
	Iteration 12Q: 3 clusters Score -5288013 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5288130.500000 Penalty: 5313.203613
	Iteration 13Q: 3 clusters Score -5288130 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5288182.500000 Penalty: 5313.203613
	Iteration 14Q: 3 clusters Score -5288182 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5288248.500000 Penalty: 5313.203613
	Iteration 15Q: 3 clusters Score -5288248 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -5288306.500000 Penalty: 5313.203613
	Iteration 16Q: 3 clusters Score -5288306 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5288391.000000 Penalty: 5313.203613
	Iteration 17Q: 3 clusters Score -5288391 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5288503.500000 Penalty: 5313.203613
	Iteration 18Q: 3 clusters Score -5288504 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5288579.500000 Penalty: 5313.203613
	Iteration 19Q: 3 clusters Score -5288580 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5288671.000000 Penalty: 5313.203613
	Iteration 20F: 3 clusters Score -5288671 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -5288801.500000 Penalty: 5313.203613
	Iteration 21Q: 3 clusters Score -5288802 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -5288953.500000 Penalty: 5313.203613
	Iteration 22Q: 3 clusters Score -5288954 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -5289136.000000 Penalty: 5313.203613
	Iteration 23Q: 3 clusters Score -5289136 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -5289336.500000 Penalty: 5313.203613
	Iteration 24Q: 3 clusters Score -5289336 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5289511.500000 Penalty: 5313.203613
	Iteration 25Q: 3 clusters Score -5289512 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -5289589.500000 Penalty: 5313.203613
	Iteration 26Q: 3 clusters Score -5289590 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5289655.000000 Penalty: 5313.203613
	Iteration 27Q: 3 clusters Score -5289655 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -5289710.000000 Penalty: 5313.203613
	Iteration 28Q: 3 clusters Score -5289710 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5289752.500000 Penalty: 5313.203613
	Iteration 29Q: 3 clusters Score -5289752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -5289772.000000 Penalty: 5313.203613
	Iteration 30Q: 3 clusters Score -5289772 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5289802.500000 Penalty: 5313.203613
	Iteration 31Q: 3 clusters Score -5289802 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -5289840.000000 Penalty: 5313.203613
	Iteration 32Q: 3 clusters Score -5289840 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -5289853.500000 Penalty: 5313.203613
	Iteration 33Q: 3 clusters Score -5289854 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -5289870.500000 Penalty: 5313.203613
	Iteration 34Q: 3 clusters Score -5289870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5289863.000000 Penalty: 5313.203613
	Iteration 35Q: 3 clusters Score -5289863 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -5289875.500000 Penalty: 5313.203613
	Iteration 36Q: 3 clusters Score -5289876 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -5289887.500000 Penalty: 5313.203613
	Iteration 37Q: 3 clusters Score -5289888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5289891.000000 Penalty: 5313.203613
	Iteration 38Q: 3 clusters Score -5289891 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -5289895.000000 Penalty: 5313.203613
	Iteration 39Q: 3 clusters Score -5289895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -5289875.000000 Penalty: 5313.203613
	Iteration 40F: 3 clusters Score -5289875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -5289880.500000 Penalty: 5313.203613
	Iteration 41Q: 3 clusters Score -5289880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -5289892.500000 Penalty: 5313.203613
	Iteration 42Q: 3 clusters Score -5289892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -5289892.500000 Penalty: 5313.203613
	Iteration 43Q: 3 clusters Score -5289892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -5289899.000000 Penalty: 5313.203613
	Iteration 44Q: 3 clusters Score -5289899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -5289906.000000 Penalty: 5313.203613
	Iteration 45Q: 3 clusters Score -5289906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -5289921.500000 Penalty: 5313.203613
	Iteration 46Q: 3 clusters Score -5289922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5289907.500000 Penalty: 5313.203613
	Iteration 47Q: 3 clusters Score -5289908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -5289920.000000 Penalty: 5313.203613
	Iteration 48Q: 3 clusters Score -5289920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -5289943.000000 Penalty: 5313.203613
	Iteration 49Q: 3 clusters Score -5289943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -5289950.500000 Penalty: 5313.203613
	Iteration 50Q: 3 clusters Score -5289950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -5289950.500000 Penalty: 5313.203613
	Iteration 51Q: 3 clusters Score -5289950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -5289950.000000 Penalty: 5313.203613
	Iteration 52Q: 3 clusters Score -5289950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -5289967.000000 Penalty: 5313.203613
	Iteration 53Q: 3 clusters Score -5289967 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -5289974.500000 Penalty: 5313.203613
	Iteration 54Q: 3 clusters Score -5289974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -5289973.500000 Penalty: 5313.203613
	Iteration 55Q: 3 clusters Score -5289974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5289980.000000 Penalty: 5313.203613
	Iteration 56Q: 3 clusters Score -5289980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5290005.500000 Penalty: 5313.203613
	Iteration 57Q: 3 clusters Score -5290006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -5289995.500000 Penalty: 5313.203613
	Iteration 58Q: 3 clusters Score -5289996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5289994.500000 Penalty: 5313.203613
	Iteration 59Q: 3 clusters Score -5289994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -5290002.500000 Penalty: 5313.203613
	Iteration 60F: 3 clusters Score -5290002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -5290001.500000 Penalty: 5313.203613
	Iteration 61Q: 3 clusters Score -5290002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -5290019.000000 Penalty: 5313.203613
	Iteration 62Q: 3 clusters Score -5290019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5290027.500000 Penalty: 5313.203613
	Iteration 63Q: 3 clusters Score -5290028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -5290036.000000 Penalty: 5313.203613
	Iteration 64Q: 3 clusters Score -5290036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -5290037.500000 Penalty: 5313.203613
	Iteration 65Q: 3 clusters Score -5290038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -5290045.500000 Penalty: 5313.203613
	Iteration 66Q: 3 clusters Score -5290046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5290061.500000 Penalty: 5313.203613
	Iteration 67Q: 3 clusters Score -5290062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5290067.000000 Penalty: 5313.203613
	Iteration 68Q: 3 clusters Score -5290067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -5290074.500000 Penalty: 5313.203613
	Iteration 69Q: 3 clusters Score -5290074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5290073.000000 Penalty: 5313.203613
	Iteration 70Q: 3 clusters Score -5290073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5290071.000000 Penalty: 5313.203613
	Iteration 71Q: 3 clusters Score -5290071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5290083.500000 Penalty: 5313.203613
	Iteration 72Q: 3 clusters Score -5290084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5290083.000000 Penalty: 5313.203613
	Iteration 73Q: 3 clusters Score -5290083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5290085.000000 Penalty: 5313.203613
	Iteration 74Q: 3 clusters Score -5290085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -5290081.500000 Penalty: 5313.203613
	Iteration 75Q: 3 clusters Score -5290082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5290080.000000 Penalty: 5313.203613
	Iteration 76Q: 3 clusters Score -5290080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -5290087.500000 Penalty: 5313.203613
	Iteration 77Q: 3 clusters Score -5290088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -5290084.000000 Penalty: 5313.203613
	Iteration 78Q: 3 clusters Score -5290084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5290090.500000 Penalty: 5313.203613
	Iteration 79Q: 3 clusters Score -5290090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5290085.000000 Penalty: 5313.203613
	Iteration 80F: 3 clusters Score -5290085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5290098.500000 Penalty: 5313.203613
	Iteration 81Q: 3 clusters Score -5290098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -5290090.000000 Penalty: 5313.203613
	Iteration 82Q: 3 clusters Score -5290090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -5290101.500000 Penalty: 5313.203613
	Iteration 83Q: 3 clusters Score -5290102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -5290086.500000 Penalty: 5313.203613
	Iteration 84Q: 3 clusters Score -5290086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -5290089.000000 Penalty: 5313.203613
	Iteration 85Q: 3 clusters Score -5290089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -5290093.000000 Penalty: 5313.203613
	Iteration 86Q: 3 clusters Score -5290093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5290101.000000 Penalty: 5313.203613
	Iteration 87Q: 3 clusters Score -5290101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -5290093.000000 Penalty: 5313.203613
	Iteration 88Q: 3 clusters Score -5290093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -5290100.500000 Penalty: 5313.203613
	Iteration 89Q: 3 clusters Score -5290100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -5290092.500000 Penalty: 5313.203613
	Iteration 90Q: 3 clusters Score -5290092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5290097.500000 Penalty: 5313.203613
	Iteration 91Q: 3 clusters Score -5290098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -5290099.000000 Penalty: 5313.203613
	Iteration 92Q: 3 clusters Score -5290099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -5290100.000000 Penalty: 5313.203613
	Iteration 93Q: 3 clusters Score -5290100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -5290095.000000 Penalty: 5313.203613
	Iteration 94Q: 3 clusters Score -5290095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -5290105.500000 Penalty: 5313.203613
	Iteration 95Q: 3 clusters Score -5290106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5290097.000000 Penalty: 5313.203613
	Iteration 96Q: 3 clusters Score -5290097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -5290101.000000 Penalty: 5313.203613
	Iteration 97Q: 3 clusters Score -5290101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5290105.000000 Penalty: 5313.203613
	Iteration 98Q: 3 clusters Score -5290105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -5290104.500000 Penalty: 5313.203613
	Iteration 99Q: 3 clusters Score -5290104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5290101.500000 Penalty: 5313.203613
	Iteration 100F: 3 clusters Score -5290102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -5290100.500000 Penalty: 5313.203613
	Iteration 101Q: 3 clusters Score -5290100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -5290108.500000 Penalty: 5313.203613
	Iteration 102Q: 3 clusters Score -5290108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5290108.000000 Penalty: 5313.203613
	Iteration 103Q: 3 clusters Score -5290108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -5290101.500000 Penalty: 5313.203613
	Iteration 104Q: 3 clusters Score -5290102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5290101.500000 Penalty: 5313.203613
	Iteration 105Q: 3 clusters Score -5290102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5290090.500000 Penalty: 5313.203613
	Iteration 106Q: 3 clusters Score -5290090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5290101.000000 Penalty: 5313.203613
	Iteration 107Q: 3 clusters Score -5290101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5290099.000000 Penalty: 5313.203613
	Iteration 108Q: 3 clusters Score -5290099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -5290101.000000 Penalty: 5313.203613
	Iteration 109Q: 3 clusters Score -5290101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -5290100.500000 Penalty: 5313.203613
	Iteration 110Q: 3 clusters Score -5290100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -5290099.500000 Penalty: 5313.203613
	Iteration 111Q: 3 clusters Score -5290100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -5290096.500000 Penalty: 5313.203613
	Iteration 112Q: 3 clusters Score -5290096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -5290097.000000 Penalty: 5313.203613
	Iteration 113Q: 3 clusters Score -5290097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -5290091.500000 Penalty: 5313.203613
	Iteration 114Q: 3 clusters Score -5290092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -5290097.000000 Penalty: 5313.203613
	Iteration 115Q: 3 clusters Score -5290097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -5290093.000000 Penalty: 5313.203613
	Iteration 116Q: 3 clusters Score -5290093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5290101.000000 Penalty: 5313.203613
	Iteration 117Q: 3 clusters Score -5290101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -5290105.500000 Penalty: 5313.203613
	Iteration 118Q: 3 clusters Score -5290106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -5290103.000000 Penalty: 5313.203613
	Iteration 119Q: 3 clusters Score -5290103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -5290103.500000 Penalty: 5313.203613
	Iteration 120F: 3 clusters Score -5290104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -5290103.500000 Penalty: 5313.203613
	Iteration 121Q: 3 clusters Score -5290104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5290099.500000 Penalty: 5313.203613
	Iteration 122Q: 3 clusters Score -5290100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5290101.500000 Penalty: 5313.203613
	Iteration 123Q: 3 clusters Score -5290102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -5290104.000000 Penalty: 5313.203613
	Iteration 124Q: 3 clusters Score -5290104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5290111.000000 Penalty: 5313.203613
	Iteration 125Q: 3 clusters Score -5290111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -5290108.500000 Penalty: 5313.203613
	Iteration 126Q: 3 clusters Score -5290108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -5290116.000000 Penalty: 5313.203613
	Iteration 127Q: 3 clusters Score -5290116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -5290111.000000 Penalty: 5313.203613
	Iteration 128Q: 3 clusters Score -5290111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5290118.500000 Penalty: 5313.203613
	Iteration 129Q: 3 clusters Score -5290118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5290113.000000 Penalty: 5313.203613
	Iteration 130Q: 3 clusters Score -5290113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5290113.000000 Penalty: 5313.203613
	Iteration 131Q: 3 clusters Score -5290113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5290118.000000 Penalty: 5313.203613
	Iteration 132Q: 3 clusters Score -5290118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -5290109.000000 Penalty: 5313.203613
	Iteration 133Q: 3 clusters Score -5290109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -5290111.000000 Penalty: 5313.203613
	Iteration 134Q: 3 clusters Score -5290111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5290103.000000 Penalty: 5313.203613
	Iteration 135Q: 3 clusters Score -5290103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -5290108.000000 Penalty: 5313.203613
	Iteration 136Q: 3 clusters Score -5290108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5290108.500000 Penalty: 5313.203613
	Iteration 137Q: 3 clusters Score -5290108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -5290109.000000 Penalty: 5313.203613
	Iteration 138Q: 3 clusters Score -5290109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5290118.500000 Penalty: 5313.203613
	Iteration 139Q: 3 clusters Score -5290118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5290117.500000 Penalty: 5313.203613
	Iteration 140F: 3 clusters Score -5290118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5290113.000000 Penalty: 5313.203613
	Iteration 141Q: 3 clusters Score -5290113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -5290117.000000 Penalty: 5313.203613
	Iteration 142Q: 3 clusters Score -5290117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5290113.500000 Penalty: 5313.203613
	Iteration 143Q: 3 clusters Score -5290114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -5290108.000000 Penalty: 5313.203613
	Iteration 144Q: 3 clusters Score -5290108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -5290118.500000 Penalty: 5313.203613
	Iteration 145Q: 3 clusters Score -5290118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5290117.000000 Penalty: 5313.203613
	Iteration 146Q: 3 clusters Score -5290117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -5290110.500000 Penalty: 5313.203613
	Iteration 147Q: 3 clusters Score -5290110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5290111.000000 Penalty: 5313.203613
	Iteration 148Q: 3 clusters Score -5290111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -5290117.500000 Penalty: 5313.203613
	Iteration 149Q: 3 clusters Score -5290118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -5290115.000000 Penalty: 5313.203613
	Iteration 150Q: 3 clusters Score -5290115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -5290119.000000 Penalty: 5313.203613
	Iteration 151Q: 3 clusters Score -5290119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -5290122.000000 Penalty: 5313.203613
	Iteration 152Q: 3 clusters Score -5290122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5290117.500000 Penalty: 5313.203613
	Iteration 153Q: 3 clusters Score -5290118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5290122.000000 Penalty: 5313.203613
	Iteration 154Q: 3 clusters Score -5290122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -5290127.500000 Penalty: 5313.203613
	Iteration 155Q: 3 clusters Score -5290128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5290122.000000 Penalty: 5313.203613
	Iteration 156Q: 3 clusters Score -5290122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5290136.500000 Penalty: 5313.203613
	Iteration 157Q: 3 clusters Score -5290136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -5290142.500000 Penalty: 5313.203613
	Iteration 158Q: 3 clusters Score -5290142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -5290143.500000 Penalty: 5313.203613
	Iteration 159Q: 3 clusters Score -5290144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5290142.500000 Penalty: 5313.203613
	Iteration 160F: 3 clusters Score -5290142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -5290143.000000 Penalty: 5313.203613
	Iteration 161Q: 3 clusters Score -5290143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5290138.000000 Penalty: 5313.203613
	Iteration 162Q: 3 clusters Score -5290138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5290137.500000 Penalty: 5313.203613
	Iteration 163Q: 3 clusters Score -5290138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5290137.000000 Penalty: 5313.203613
	Iteration 164Q: 3 clusters Score -5290137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -5290147.500000 Penalty: 5313.203613
	Iteration 165Q: 3 clusters Score -5290148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -5290155.500000 Penalty: 5313.203613
	Iteration 166Q: 3 clusters Score -5290156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5290153.500000 Penalty: 5313.203613
	Iteration 167Q: 3 clusters Score -5290154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5290153.000000 Penalty: 5313.203613
	Iteration 168Q: 3 clusters Score -5290153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5290150.000000 Penalty: 5313.203613
	Iteration 169Q: 3 clusters Score -5290150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -5290154.500000 Penalty: 5313.203613
	Iteration 170Q: 3 clusters Score -5290154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -5290159.500000 Penalty: 5313.203613
	Iteration 171Q: 3 clusters Score -5290160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -5290153.500000 Penalty: 5313.203613
	Iteration 172Q: 3 clusters Score -5290154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -5290161.000000 Penalty: 5313.203613
	Iteration 173Q: 3 clusters Score -5290161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -5290163.500000 Penalty: 5313.203613
	Iteration 174Q: 3 clusters Score -5290164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -5290153.000000 Penalty: 5313.203613
	Iteration 175Q: 3 clusters Score -5290153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5290156.500000 Penalty: 5313.203613
	Iteration 176Q: 3 clusters Score -5290156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5290151.000000 Penalty: 5313.203613
	Iteration 177Q: 3 clusters Score -5290151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -5290148.500000 Penalty: 5313.203613
	Iteration 178Q: 3 clusters Score -5290148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -5290158.500000 Penalty: 5313.203613
	Iteration 179Q: 3 clusters Score -5290158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -5290164.000000 Penalty: 5313.203613
	Iteration 180F: 3 clusters Score -5290164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -5290157.500000 Penalty: 5313.203613
	Iteration 181Q: 3 clusters Score -5290158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5290159.000000 Penalty: 5313.203613
	Iteration 182Q: 3 clusters Score -5290159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5290159.000000 Penalty: 5313.203613
	Iteration 183Q: 3 clusters Score -5290159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -5290148.000000 Penalty: 5313.203613
	Iteration 184Q: 3 clusters Score -5290148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -5290150.500000 Penalty: 5313.203613
	Iteration 185Q: 3 clusters Score -5290150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -5290160.500000 Penalty: 5313.203613
	Iteration 186Q: 3 clusters Score -5290160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -5290159.500000 Penalty: 5313.203613
	Iteration 187Q: 3 clusters Score -5290160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -5290156.000000 Penalty: 5313.203613
	Iteration 188Q: 3 clusters Score -5290156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5290159.500000 Penalty: 5313.203613
	Iteration 189Q: 3 clusters Score -5290160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -5290166.500000 Penalty: 5313.203613
	Iteration 190Q: 3 clusters Score -5290166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5290166.500000 Penalty: 5313.203613
	Iteration 191Q: 3 clusters Score -5290166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5290157.500000 Penalty: 5313.203613
	Iteration 192Q: 3 clusters Score -5290158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5290159.500000 Penalty: 5313.203613
	Iteration 193Q: 3 clusters Score -5290160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -5290162.000000 Penalty: 5313.203613
	Iteration 194Q: 3 clusters Score -5290162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -5290162.500000 Penalty: 5313.203613
	Iteration 195Q: 3 clusters Score -5290162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -5290165.000000 Penalty: 5313.203613
	Iteration 196Q: 3 clusters Score -5290165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5290164.500000 Penalty: 5313.203613
	Iteration 197Q: 3 clusters Score -5290164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -5290165.500000 Penalty: 5313.203613
	Iteration 198Q: 3 clusters Score -5290166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5290163.500000 Penalty: 5313.203613
	Iteration 199Q: 3 clusters Score -5290164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5290166.500000 Penalty: 5313.203613
	Iteration 200F: 3 clusters Score -5290166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -932372.812500 Penalty: 2233.553467
	Iteration 0F: 2 clusters Score -932372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -925806.625000 Penalty: 4467.106934
	Iteration 0F: 3 clusters Score -925806.6 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -927607.750000 Penalty: 4467.106934
	Iteration 1F: 3 clusters Score -927607.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -927903.000000 Penalty: 4467.106934
	Iteration 2F: 3 clusters Score -927903 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -928103.687500 Penalty: 4467.106934
	Iteration 3F: 3 clusters Score -928103.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -928256.125000 Penalty: 4467.106934
	Iteration 4Q: 3 clusters Score -928256.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -928388.625000 Penalty: 4467.106934
	Iteration 5Q: 3 clusters Score -928388.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -928502.437500 Penalty: 4467.106934
	Iteration 6Q: 3 clusters Score -928502.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -928603.500000 Penalty: 4467.106934
	Iteration 7Q: 3 clusters Score -928603.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -928709.625000 Penalty: 4467.106934
	Iteration 8Q: 3 clusters Score -928709.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -928828.500000 Penalty: 4467.106934
	Iteration 9Q: 3 clusters Score -928828.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -928936.687500 Penalty: 4467.106934
	Iteration 10Q: 3 clusters Score -928936.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -929044.687500 Penalty: 4467.106934
	Iteration 11Q: 3 clusters Score -929044.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -929150.250000 Penalty: 4467.106934
	Iteration 12Q: 3 clusters Score -929150.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -929265.500000 Penalty: 4467.106934
	Iteration 13Q: 3 clusters Score -929265.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -929402.312500 Penalty: 4467.106934
	Iteration 14Q: 3 clusters Score -929402.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -929524.750000 Penalty: 4467.106934
	Iteration 15Q: 3 clusters Score -929524.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -929676.062500 Penalty: 4467.106934
	Iteration 16Q: 3 clusters Score -929676.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -929806.625000 Penalty: 4467.106934
	Iteration 17Q: 3 clusters Score -929806.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -929915.687500 Penalty: 4467.106934
	Iteration 18Q: 3 clusters Score -929915.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -930010.500000 Penalty: 4467.106934
	Iteration 19Q: 3 clusters Score -930010.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -930129.062500 Penalty: 4467.106934
	Iteration 20F: 3 clusters Score -930129.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -930238.312500 Penalty: 4467.106934
	Iteration 21Q: 3 clusters Score -930238.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -930355.937500 Penalty: 4467.106934
	Iteration 22Q: 3 clusters Score -930355.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -930467.312500 Penalty: 4467.106934
	Iteration 23Q: 3 clusters Score -930467.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -930538.312500 Penalty: 4467.106934
	Iteration 24Q: 3 clusters Score -930538.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -930589.187500 Penalty: 4467.106934
	Iteration 25Q: 3 clusters Score -930589.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -930629.937500 Penalty: 4467.106934
	Iteration 26Q: 3 clusters Score -930629.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -930650.062500 Penalty: 4467.106934
	Iteration 27Q: 3 clusters Score -930650.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -930665.250000 Penalty: 4467.106934
	Iteration 28Q: 3 clusters Score -930665.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -930677.437500 Penalty: 4467.106934
	Iteration 29Q: 3 clusters Score -930677.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -930693.937500 Penalty: 4467.106934
	Iteration 30Q: 3 clusters Score -930693.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -930708.562500 Penalty: 4467.106934
	Iteration 31Q: 3 clusters Score -930708.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -930718.625000 Penalty: 4467.106934
	Iteration 32Q: 3 clusters Score -930718.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -930724.625000 Penalty: 4467.106934
	Iteration 33Q: 3 clusters Score -930724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -930729.812500 Penalty: 4467.106934
	Iteration 34Q: 3 clusters Score -930729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -930729.937500 Penalty: 4467.106934
	Iteration 35Q: 3 clusters Score -930729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -930731.687500 Penalty: 4467.106934
	Iteration 36Q: 3 clusters Score -930731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -930733.437500 Penalty: 4467.106934
	Iteration 37Q: 3 clusters Score -930733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -930735.000000 Penalty: 4467.106934
	Iteration 38Q: 3 clusters Score -930735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -930736.937500 Penalty: 4467.106934
	Iteration 39Q: 3 clusters Score -930736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -930736.562500 Penalty: 4467.106934
	Iteration 40F: 3 clusters Score -930736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -930738.687500 Penalty: 4467.106934
	Iteration 41Q: 3 clusters Score -930738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -930738.687500 Penalty: 4467.106934
	Iteration 42Q: 3 clusters Score -930738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -930739.250000 Penalty: 4467.106934
	Iteration 43Q: 3 clusters Score -930739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -930739.062500 Penalty: 4467.106934
	Iteration 44Q: 3 clusters Score -930739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -930739.062500 Penalty: 4467.106934
	Iteration 45F: 3 clusters Score -930739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Entering Unmasked Estep 
Score: -8731129.000000 Penalty: 2776.650635
	Iteration 0F: 2 clusters Score -8731129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -8682424.000000 Penalty: 5553.301270
	Iteration 0F: 3 clusters Score -8682424 nChanged 34037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8701771.000000 Penalty: 5553.301270
	Iteration 1F: 3 clusters Score -8701771 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -8702592.000000 Penalty: 5553.301270
	Iteration 2Q: 3 clusters Score -8702592 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -8703513.000000 Penalty: 5553.301270
	Iteration 3Q: 3 clusters Score -8703513 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -8704631.000000 Penalty: 5553.301270
	Iteration 4Q: 3 clusters Score -8704631 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -8706341.000000 Penalty: 5553.301270
	Iteration 5Q: 3 clusters Score -8706341 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -8708836.000000 Penalty: 5553.301270
	Iteration 6F: 3 clusters Score -8708836 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -8712261.000000 Penalty: 5553.301270
	Iteration 7F: 3 clusters Score -8712261 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -8716668.000000 Penalty: 5553.301270
	Iteration 8F: 3 clusters Score -8716668 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -8720919.000000 Penalty: 5553.301270
	Iteration 9F: 3 clusters Score -8720919 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -8724033.000000 Penalty: 5553.301270
	Iteration 10Q: 3 clusters Score -8724033 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -8725718.000000 Penalty: 5553.301270
	Iteration 11Q: 3 clusters Score -8725718 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -8726496.000000 Penalty: 5553.301270
	Iteration 12Q: 3 clusters Score -8726496 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -8726941.000000 Penalty: 5553.301270
	Iteration 13Q: 3 clusters Score -8726941 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -8727276.000000 Penalty: 5553.301270
	Iteration 14Q: 3 clusters Score -8727276 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -8727502.000000 Penalty: 5553.301270
	Iteration 15Q: 3 clusters Score -8727502 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -8727737.000000 Penalty: 5553.301270
	Iteration 16Q: 3 clusters Score -8727737 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -8727901.000000 Penalty: 5553.301270
	Iteration 17Q: 3 clusters Score -8727901 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -8728031.000000 Penalty: 5553.301270
	Iteration 18Q: 3 clusters Score -8728031 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -8728134.000000 Penalty: 5553.301270
	Iteration 19Q: 3 clusters Score -8728134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -8728252.000000 Penalty: 5553.301270
	Iteration 20F: 3 clusters Score -8728252 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -8728333.000000 Penalty: 5553.301270
	Iteration 21Q: 3 clusters Score -8728333 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -8728426.000000 Penalty: 5553.301270
	Iteration 22Q: 3 clusters Score -8728426 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -8728501.000000 Penalty: 5553.301270
	Iteration 23Q: 3 clusters Score -8728501 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -8728544.000000 Penalty: 5553.301270
	Iteration 24Q: 3 clusters Score -8728544 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8728577.000000 Penalty: 5553.301270
	Iteration 25Q: 3 clusters Score -8728577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -8728615.000000 Penalty: 5553.301270
	Iteration 26Q: 3 clusters Score -8728615 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -8728654.000000 Penalty: 5553.301270
	Iteration 27Q: 3 clusters Score -8728654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -8728680.000000 Penalty: 5553.301270
	Iteration 28Q: 3 clusters Score -8728680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -8728723.000000 Penalty: 5553.301270
	Iteration 29Q: 3 clusters Score -8728723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -8728736.000000 Penalty: 5553.301270
	Iteration 30Q: 3 clusters Score -8728736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -8728745.000000 Penalty: 5553.301270
	Iteration 31Q: 3 clusters Score -8728745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -8728746.000000 Penalty: 5553.301270
	Iteration 32Q: 3 clusters Score -8728746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -8728758.000000 Penalty: 5553.301270
	Iteration 33Q: 3 clusters Score -8728758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -8728774.000000 Penalty: 5553.301270
	Iteration 34Q: 3 clusters Score -8728774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -8728782.000000 Penalty: 5553.301270
	Iteration 35Q: 3 clusters Score -8728782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -8728793.000000 Penalty: 5553.301270
	Iteration 36Q: 3 clusters Score -8728793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -8728799.000000 Penalty: 5553.301270
	Iteration 37Q: 3 clusters Score -8728799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -8728825.000000 Penalty: 5553.301270
	Iteration 38Q: 3 clusters Score -8728825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -8728821.000000 Penalty: 5553.301270
	Iteration 39Q: 3 clusters Score -8728821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -8728832.000000 Penalty: 5553.301270
	Iteration 40F: 3 clusters Score -8728832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -8728830.000000 Penalty: 5553.301270
	Iteration 41Q: 3 clusters Score -8728830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -8728828.000000 Penalty: 5553.301270
	Iteration 42Q: 3 clusters Score -8728828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -8728842.000000 Penalty: 5553.301270
	Iteration 43Q: 3 clusters Score -8728842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -8728835.000000 Penalty: 5553.301270
	Iteration 44Q: 3 clusters Score -8728835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -8728842.000000 Penalty: 5553.301270
	Iteration 45Q: 3 clusters Score -8728842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -8728842.000000 Penalty: 5553.301270
	Iteration 46F: 3 clusters Score -8728842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Entering Unmasked Estep 
Score: -528641.562500 Penalty: 2102.759277
	Iteration 0F: 2 clusters Score -528641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -524306.812500 Penalty: 4205.518555
	Iteration 0F: 3 clusters Score -524306.8 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -525387.937500 Penalty: 4205.518555
	Iteration 1F: 3 clusters Score -525387.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -525619.375000 Penalty: 4205.518555
	Iteration 2F: 3 clusters Score -525619.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -525774.625000 Penalty: 4205.518555
	Iteration 3F: 3 clusters Score -525774.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -525880.562500 Penalty: 4205.518555
	Iteration 4Q: 3 clusters Score -525880.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -525962.062500 Penalty: 4205.518555
	Iteration 5Q: 3 clusters Score -525962.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -526011.750000 Penalty: 4205.518555
	Iteration 6Q: 3 clusters Score -526011.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -526055.875000 Penalty: 4205.518555
	Iteration 7Q: 3 clusters Score -526055.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -526088.312500 Penalty: 4205.518555
	Iteration 8Q: 3 clusters Score -526088.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -526120.187500 Penalty: 4205.518555
	Iteration 9Q: 3 clusters Score -526120.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -526150.187500 Penalty: 4205.518555
	Iteration 10Q: 3 clusters Score -526150.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -526180.875000 Penalty: 4205.518555
	Iteration 11Q: 3 clusters Score -526180.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -526211.875000 Penalty: 4205.518555
	Iteration 12Q: 3 clusters Score -526211.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -526249.687500 Penalty: 4205.518555
	Iteration 13Q: 3 clusters Score -526249.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -526292.062500 Penalty: 4205.518555
	Iteration 14Q: 3 clusters Score -526292.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -526331.000000 Penalty: 4205.518555
	Iteration 15Q: 3 clusters Score -526331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -526373.187500 Penalty: 4205.518555
	Iteration 16Q: 3 clusters Score -526373.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -526420.000000 Penalty: 4205.518555
	Iteration 17Q: 3 clusters Score -526420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -526483.625000 Penalty: 4205.518555
	Iteration 18Q: 3 clusters Score -526483.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -526559.625000 Penalty: 4205.518555
	Iteration 19Q: 3 clusters Score -526559.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -526619.937500 Penalty: 4205.518555
	Iteration 20F: 3 clusters Score -526619.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -526683.500000 Penalty: 4205.518555
	Iteration 21Q: 3 clusters Score -526683.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -526736.500000 Penalty: 4205.518555
	Iteration 22Q: 3 clusters Score -526736.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -526781.875000 Penalty: 4205.518555
	Iteration 23Q: 3 clusters Score -526781.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -526819.937500 Penalty: 4205.518555
	Iteration 24Q: 3 clusters Score -526819.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -526856.375000 Penalty: 4205.518555
	Iteration 25Q: 3 clusters Score -526856.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -526882.125000 Penalty: 4205.518555
	Iteration 26Q: 3 clusters Score -526882.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -526900.062500 Penalty: 4205.518555
	Iteration 27Q: 3 clusters Score -526900.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -526923.062500 Penalty: 4205.518555
	Iteration 28Q: 3 clusters Score -526923.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -526937.500000 Penalty: 4205.518555
	Iteration 29Q: 3 clusters Score -526937.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -526945.750000 Penalty: 4205.518555
	Iteration 30Q: 3 clusters Score -526945.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -526957.625000 Penalty: 4205.518555
	Iteration 31Q: 3 clusters Score -526957.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -526970.437500 Penalty: 4205.518555
	Iteration 32Q: 3 clusters Score -526970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -526980.437500 Penalty: 4205.518555
	Iteration 33Q: 3 clusters Score -526980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -526989.812500 Penalty: 4205.518555
	Iteration 34Q: 3 clusters Score -526989.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -527001.312500 Penalty: 4205.518555
	Iteration 35Q: 3 clusters Score -527001.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -527009.562500 Penalty: 4205.518555
	Iteration 36Q: 3 clusters Score -527009.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -527014.750000 Penalty: 4205.518555
	Iteration 37Q: 3 clusters Score -527014.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -527020.250000 Penalty: 4205.518555
	Iteration 38Q: 3 clusters Score -527020.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -527024.687500 Penalty: 4205.518555
	Iteration 39Q: 3 clusters Score -527024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -527028.500000 Penalty: 4205.518555
	Iteration 40F: 3 clusters Score -527028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -527029.875000 Penalty: 4205.518555
	Iteration 41Q: 3 clusters Score -527029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -527031.375000 Penalty: 4205.518555
	Iteration 42Q: 3 clusters Score -527031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -527034.375000 Penalty: 4205.518555
	Iteration 43Q: 3 clusters Score -527034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -527036.000000 Penalty: 4205.518555
	Iteration 44Q: 3 clusters Score -527036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -527037.312500 Penalty: 4205.518555
	Iteration 45Q: 3 clusters Score -527037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -527037.812500 Penalty: 4205.518555
	Iteration 46Q: 3 clusters Score -527037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -527038.125000 Penalty: 4205.518555
	Iteration 47Q: 3 clusters Score -527038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -527037.500000 Penalty: 4205.518555
	Iteration 48Q: 3 clusters Score -527037.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -527038.875000 Penalty: 4205.518555
	Iteration 49Q: 3 clusters Score -527038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -527038.625000 Penalty: 4205.518555
	Iteration 50Q: 3 clusters Score -527038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -527038.625000 Penalty: 4205.518555
	Iteration 51F: 3 clusters Score -527038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -645004.562500 Penalty: 2135.855713
	Iteration 0F: 2 clusters Score -645004.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -640215.500000 Penalty: 4271.711426
	Iteration 0F: 3 clusters Score -640215.5 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -641327.437500 Penalty: 4271.711426
	Iteration 1F: 3 clusters Score -641327.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -641603.250000 Penalty: 4271.711426
	Iteration 2F: 3 clusters Score -641603.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -641805.125000 Penalty: 4271.711426
	Iteration 3F: 3 clusters Score -641805.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -641929.687500 Penalty: 4271.711426
	Iteration 4Q: 3 clusters Score -641929.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -642032.875000 Penalty: 4271.711426
	Iteration 5Q: 3 clusters Score -642032.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -642141.562500 Penalty: 4271.711426
	Iteration 6Q: 3 clusters Score -642141.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -642239.500000 Penalty: 4271.711426
	Iteration 7Q: 3 clusters Score -642239.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -642368.875000 Penalty: 4271.711426
	Iteration 8Q: 3 clusters Score -642368.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -642480.875000 Penalty: 4271.711426
	Iteration 9Q: 3 clusters Score -642480.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -642574.562500 Penalty: 4271.711426
	Iteration 10Q: 3 clusters Score -642574.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -642671.750000 Penalty: 4271.711426
	Iteration 11Q: 3 clusters Score -642671.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -642770.125000 Penalty: 4271.711426
	Iteration 12Q: 3 clusters Score -642770.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -642855.312500 Penalty: 4271.711426
	Iteration 13Q: 3 clusters Score -642855.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -642922.937500 Penalty: 4271.711426
	Iteration 14Q: 3 clusters Score -642922.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -642973.312500 Penalty: 4271.711426
	Iteration 15Q: 3 clusters Score -642973.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -643016.250000 Penalty: 4271.711426
	Iteration 16Q: 3 clusters Score -643016.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -643065.062500 Penalty: 4271.711426
	Iteration 17Q: 3 clusters Score -643065.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -643125.937500 Penalty: 4271.711426
	Iteration 18Q: 3 clusters Score -643125.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -643174.812500 Penalty: 4271.711426
	Iteration 19Q: 3 clusters Score -643174.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -643223.500000 Penalty: 4271.711426
	Iteration 20F: 3 clusters Score -643223.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -643271.625000 Penalty: 4271.711426
	Iteration 21Q: 3 clusters Score -643271.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -643297.250000 Penalty: 4271.711426
	Iteration 22Q: 3 clusters Score -643297.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -643321.875000 Penalty: 4271.711426
	Iteration 23Q: 3 clusters Score -643321.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -643349.312500 Penalty: 4271.711426
	Iteration 24Q: 3 clusters Score -643349.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -643391.312500 Penalty: 4271.711426
	Iteration 25Q: 3 clusters Score -643391.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -643429.500000 Penalty: 4271.711426
	Iteration 26Q: 3 clusters Score -643429.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -643458.687500 Penalty: 4271.711426
	Iteration 27Q: 3 clusters Score -643458.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -643489.062500 Penalty: 4271.711426
	Iteration 28Q: 3 clusters Score -643489.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -643506.625000 Penalty: 4271.711426
	Iteration 29Q: 3 clusters Score -643506.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -643517.687500 Penalty: 4271.711426
	Iteration 30Q: 3 clusters Score -643517.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -643524.250000 Penalty: 4271.711426
	Iteration 31Q: 3 clusters Score -643524.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -643530.312500 Penalty: 4271.711426
	Iteration 32Q: 3 clusters Score -643530.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -643535.937500 Penalty: 4271.711426
	Iteration 33Q: 3 clusters Score -643535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -643539.937500 Penalty: 4271.711426
	Iteration 34Q: 3 clusters Score -643539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -643544.500000 Penalty: 4271.711426
	Iteration 35Q: 3 clusters Score -643544.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -643550.312500 Penalty: 4271.711426
	Iteration 36Q: 3 clusters Score -643550.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -643554.312500 Penalty: 4271.711426
	Iteration 37Q: 3 clusters Score -643554.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -643557.687500 Penalty: 4271.711426
	Iteration 38Q: 3 clusters Score -643557.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -643561.187500 Penalty: 4271.711426
	Iteration 39Q: 3 clusters Score -643561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -643563.312500 Penalty: 4271.711426
	Iteration 40F: 3 clusters Score -643563.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -643563.687500 Penalty: 4271.711426
	Iteration 41Q: 3 clusters Score -643563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -643564.687500 Penalty: 4271.711426
	Iteration 42Q: 3 clusters Score -643564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -643565.562500 Penalty: 4271.711426
	Iteration 43Q: 3 clusters Score -643565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -643565.562500 Penalty: 4271.711426
	Iteration 44F: 3 clusters Score -643565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -1544513.000000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -1544513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1534388.000000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -1534388 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1537697.375000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -1537697 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1538463.125000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -1538463 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1539266.750000 Penalty: 4731.056641
	Iteration 3F: 3 clusters Score -1539267 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1540034.625000 Penalty: 4731.056641
	Iteration 4F: 3 clusters Score -1540035 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1540832.000000 Penalty: 4731.056641
	Iteration 5F: 3 clusters Score -1540832 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1541536.500000 Penalty: 4731.056641
	Iteration 6F: 3 clusters Score -1541536 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1542070.625000 Penalty: 4731.056641
	Iteration 7F: 3 clusters Score -1542071 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1542442.500000 Penalty: 4731.056641
	Iteration 8Q: 3 clusters Score -1542442 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1542692.500000 Penalty: 4731.056641
	Iteration 9Q: 3 clusters Score -1542692 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1542859.750000 Penalty: 4731.056641
	Iteration 10Q: 3 clusters Score -1542860 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1542976.250000 Penalty: 4731.056641
	Iteration 11Q: 3 clusters Score -1542976 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1543062.000000 Penalty: 4731.056641
	Iteration 12Q: 3 clusters Score -1543062 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1543119.750000 Penalty: 4731.056641
	Iteration 13Q: 3 clusters Score -1543120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1543185.375000 Penalty: 4731.056641
	Iteration 14Q: 3 clusters Score -1543185 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1543248.750000 Penalty: 4731.056641
	Iteration 15Q: 3 clusters Score -1543249 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1543306.500000 Penalty: 4731.056641
	Iteration 16Q: 3 clusters Score -1543306 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1543372.000000 Penalty: 4731.056641
	Iteration 17Q: 3 clusters Score -1543372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1543412.875000 Penalty: 4731.056641
	Iteration 18Q: 3 clusters Score -1543413 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1543450.500000 Penalty: 4731.056641
	Iteration 19Q: 3 clusters Score -1543450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1543478.875000 Penalty: 4731.056641
	Iteration 20F: 3 clusters Score -1543479 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1543505.000000 Penalty: 4731.056641
	Iteration 21Q: 3 clusters Score -1543505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1543519.875000 Penalty: 4731.056641
	Iteration 22Q: 3 clusters Score -1543520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1543544.500000 Penalty: 4731.056641
	Iteration 23Q: 3 clusters Score -1543544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1543564.000000 Penalty: 4731.056641
	Iteration 24Q: 3 clusters Score -1543564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1543587.500000 Penalty: 4731.056641
	Iteration 25Q: 3 clusters Score -1543588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1543612.250000 Penalty: 4731.056641
	Iteration 26Q: 3 clusters Score -1543612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1543639.125000 Penalty: 4731.056641
	Iteration 27Q: 3 clusters Score -1543639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1543659.750000 Penalty: 4731.056641
	Iteration 28Q: 3 clusters Score -1543660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1543673.375000 Penalty: 4731.056641
	Iteration 29Q: 3 clusters Score -1543673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1543684.750000 Penalty: 4731.056641
	Iteration 30Q: 3 clusters Score -1543685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1543694.000000 Penalty: 4731.056641
	Iteration 31Q: 3 clusters Score -1543694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1543702.875000 Penalty: 4731.056641
	Iteration 32Q: 3 clusters Score -1543703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1543712.625000 Penalty: 4731.056641
	Iteration 33Q: 3 clusters Score -1543713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1543720.625000 Penalty: 4731.056641
	Iteration 34Q: 3 clusters Score -1543721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1543720.375000 Penalty: 4731.056641
	Iteration 35Q: 3 clusters Score -1543720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1543723.375000 Penalty: 4731.056641
	Iteration 36Q: 3 clusters Score -1543723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1543728.500000 Penalty: 4731.056641
	Iteration 37Q: 3 clusters Score -1543728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1543732.625000 Penalty: 4731.056641
	Iteration 38Q: 3 clusters Score -1543733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1543741.500000 Penalty: 4731.056641
	Iteration 39Q: 3 clusters Score -1543742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1543746.125000 Penalty: 4731.056641
	Iteration 40F: 3 clusters Score -1543746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1543751.000000 Penalty: 4731.056641
	Iteration 41Q: 3 clusters Score -1543751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1543756.500000 Penalty: 4731.056641
	Iteration 42Q: 3 clusters Score -1543756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1543760.500000 Penalty: 4731.056641
	Iteration 43Q: 3 clusters Score -1543760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1543774.250000 Penalty: 4731.056641
	Iteration 44Q: 3 clusters Score -1543774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1543786.875000 Penalty: 4731.056641
	Iteration 45Q: 3 clusters Score -1543787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1543800.125000 Penalty: 4731.056641
	Iteration 46Q: 3 clusters Score -1543800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1543819.750000 Penalty: 4731.056641
	Iteration 47Q: 3 clusters Score -1543820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1543835.000000 Penalty: 4731.056641
	Iteration 48Q: 3 clusters Score -1543835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1543849.250000 Penalty: 4731.056641
	Iteration 49Q: 3 clusters Score -1543849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1543874.000000 Penalty: 4731.056641
	Iteration 50Q: 3 clusters Score -1543874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1543877.000000 Penalty: 4731.056641
	Iteration 51Q: 3 clusters Score -1543877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1543892.000000 Penalty: 4731.056641
	Iteration 52Q: 3 clusters Score -1543892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1543901.250000 Penalty: 4731.056641
	Iteration 53Q: 3 clusters Score -1543901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1543907.750000 Penalty: 4731.056641
	Iteration 54Q: 3 clusters Score -1543908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1543918.625000 Penalty: 4731.056641
	Iteration 55Q: 3 clusters Score -1543919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1543924.375000 Penalty: 4731.056641
	Iteration 56Q: 3 clusters Score -1543924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1543943.250000 Penalty: 4731.056641
	Iteration 57Q: 3 clusters Score -1543943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1543949.500000 Penalty: 4731.056641
	Iteration 58Q: 3 clusters Score -1543950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1543955.250000 Penalty: 4731.056641
	Iteration 59Q: 3 clusters Score -1543955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1543971.500000 Penalty: 4731.056641
	Iteration 60F: 3 clusters Score -1543972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1543972.125000 Penalty: 4731.056641
	Iteration 61Q: 3 clusters Score -1543972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1543984.875000 Penalty: 4731.056641
	Iteration 62Q: 3 clusters Score -1543985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1543991.000000 Penalty: 4731.056641
	Iteration 63Q: 3 clusters Score -1543991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1543993.125000 Penalty: 4731.056641
	Iteration 64Q: 3 clusters Score -1543993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1543993.000000 Penalty: 4731.056641
	Iteration 65Q: 3 clusters Score -1543993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1543993.750000 Penalty: 4731.056641
	Iteration 66Q: 3 clusters Score -1543994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1543996.875000 Penalty: 4731.056641
	Iteration 67Q: 3 clusters Score -1543997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1544000.375000 Penalty: 4731.056641
	Iteration 68Q: 3 clusters Score -1544000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1544000.250000 Penalty: 4731.056641
	Iteration 69Q: 3 clusters Score -1544000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1543999.250000 Penalty: 4731.056641
	Iteration 70Q: 3 clusters Score -1543999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1543997.875000 Penalty: 4731.056641
	Iteration 71Q: 3 clusters Score -1543998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1543997.750000 Penalty: 4731.056641
	Iteration 72Q: 3 clusters Score -1543998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1543997.625000 Penalty: 4731.056641
	Iteration 73Q: 3 clusters Score -1543998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1543997.125000 Penalty: 4731.056641
	Iteration 74Q: 3 clusters Score -1543997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1543993.250000 Penalty: 4731.056641
	Iteration 75Q: 3 clusters Score -1543993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1543995.000000 Penalty: 4731.056641
	Iteration 76Q: 3 clusters Score -1543995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1543996.875000 Penalty: 4731.056641
	Iteration 77Q: 3 clusters Score -1543997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1543995.875000 Penalty: 4731.056641
	Iteration 78Q: 3 clusters Score -1543996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1544000.375000 Penalty: 4731.056641
	Iteration 79Q: 3 clusters Score -1544000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1544000.000000 Penalty: 4731.056641
	Iteration 80F: 3 clusters Score -1544000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25719.091797 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25719.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25849.447266 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25849.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25885.267578 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25885.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25901.687500 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -25901.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25910.742188 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -25910.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25915.054688 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -25915.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25921.984375 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -25921.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25930.498047 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -25930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25933.982422 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -25933.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25939.265625 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -25939.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25939.265625 Penalty: 2769.414062
	Iteration 10F: 3 clusters Score -25939.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112992.492188 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -112992.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113418.437500 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113418.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113650.117188 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -113650.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113819.585938 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -113819.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113939.843750 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -113939.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114034.476562 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -114034.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114091.687500 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -114091.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114147.093750 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -114147.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114276.375000 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -114276.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -114478.007812 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -114478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114698.492188 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -114698.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -114893.382812 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -114893.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -115020.328125 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -115020.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -115105.281250 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -115105.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -115145.218750 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -115145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -115170.640625 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -115170.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -115189.742188 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -115189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -115195.218750 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -115195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -115196.789062 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -115196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -115198.023438 Penalty: 3466.252930
	Iteration 19F: 3 clusters Score -115198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -115200.945312 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -115200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -115202.812500 Penalty: 3466.252930
	Iteration 21Q: 3 clusters Score -115202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -115204.953125 Penalty: 3466.252930
	Iteration 22Q: 3 clusters Score -115205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -115204.953125 Penalty: 3466.252930
	Iteration 23F: 3 clusters Score -115205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169850 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 38976 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168118 members 
Mstep: Class 9 contains 111963 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113542 members 
Mstep: Class 12 contains 258782 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27345 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 44896 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72851 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13883 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 845 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 239 members 
Entering Unmasked Estep 
Score: -205566368.000000 Penalty: 128518.421875
Splitting cluster 32 changes total score from -205568064.000000 to -205566368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (14396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Entering Unmasked Estep 
Score: -1641117.375000 Penalty: 2374.527100
	Iteration 0F: 2 clusters Score -1641117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1630674.250000 Penalty: 4749.054199
	Iteration 0F: 3 clusters Score -1630674 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1634239.250000 Penalty: 4749.054199
	Iteration 1F: 3 clusters Score -1634239 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1634755.375000 Penalty: 4749.054199
	Iteration 2F: 3 clusters Score -1634755 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1635192.625000 Penalty: 4749.054199
	Iteration 3F: 3 clusters Score -1635193 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1635603.250000 Penalty: 4749.054199
	Iteration 4F: 3 clusters Score -1635603 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1635976.250000 Penalty: 4749.054199
	Iteration 5Q: 3 clusters Score -1635976 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1636328.250000 Penalty: 4749.054199
	Iteration 6Q: 3 clusters Score -1636328 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1636656.875000 Penalty: 4749.054199
	Iteration 7Q: 3 clusters Score -1636657 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1637006.125000 Penalty: 4749.054199
	Iteration 8Q: 3 clusters Score -1637006 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1637345.250000 Penalty: 4749.054199
	Iteration 9Q: 3 clusters Score -1637345 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1637657.875000 Penalty: 4749.054199
	Iteration 10Q: 3 clusters Score -1637658 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1637901.000000 Penalty: 4749.054199
	Iteration 11Q: 3 clusters Score -1637901 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1638133.250000 Penalty: 4749.054199
	Iteration 12Q: 3 clusters Score -1638133 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1638325.750000 Penalty: 4749.054199
	Iteration 13Q: 3 clusters Score -1638326 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1638482.250000 Penalty: 4749.054199
	Iteration 14Q: 3 clusters Score -1638482 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1638620.625000 Penalty: 4749.054199
	Iteration 15Q: 3 clusters Score -1638621 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1638749.750000 Penalty: 4749.054199
	Iteration 16Q: 3 clusters Score -1638750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1638877.250000 Penalty: 4749.054199
	Iteration 17Q: 3 clusters Score -1638877 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1639043.750000 Penalty: 4749.054199
	Iteration 18Q: 3 clusters Score -1639044 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1639190.125000 Penalty: 4749.054199
	Iteration 19Q: 3 clusters Score -1639190 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1639307.250000 Penalty: 4749.054199
	Iteration 20F: 3 clusters Score -1639307 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1639384.000000 Penalty: 4749.054199
	Iteration 21Q: 3 clusters Score -1639384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1639436.625000 Penalty: 4749.054199
	Iteration 22Q: 3 clusters Score -1639437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1639461.250000 Penalty: 4749.054199
	Iteration 23Q: 3 clusters Score -1639461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1639478.625000 Penalty: 4749.054199
	Iteration 24Q: 3 clusters Score -1639479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1639500.125000 Penalty: 4749.054199
	Iteration 25Q: 3 clusters Score -1639500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1639516.625000 Penalty: 4749.054199
	Iteration 26Q: 3 clusters Score -1639517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1639530.625000 Penalty: 4749.054199
	Iteration 27Q: 3 clusters Score -1639531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1639537.750000 Penalty: 4749.054199
	Iteration 28Q: 3 clusters Score -1639538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1639548.375000 Penalty: 4749.054199
	Iteration 29Q: 3 clusters Score -1639548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1639554.750000 Penalty: 4749.054199
	Iteration 30Q: 3 clusters Score -1639555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1639559.750000 Penalty: 4749.054199
	Iteration 31Q: 3 clusters Score -1639560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1639558.750000 Penalty: 4749.054199
	Iteration 32Q: 3 clusters Score -1639559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1639568.125000 Penalty: 4749.054199
	Iteration 33Q: 3 clusters Score -1639568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1639574.375000 Penalty: 4749.054199
	Iteration 34Q: 3 clusters Score -1639574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1639579.125000 Penalty: 4749.054199
	Iteration 35Q: 3 clusters Score -1639579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1639586.625000 Penalty: 4749.054199
	Iteration 36Q: 3 clusters Score -1639587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1639593.250000 Penalty: 4749.054199
	Iteration 37Q: 3 clusters Score -1639593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1639601.375000 Penalty: 4749.054199
	Iteration 38Q: 3 clusters Score -1639601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1639609.375000 Penalty: 4749.054199
	Iteration 39Q: 3 clusters Score -1639609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1639616.625000 Penalty: 4749.054199
	Iteration 40F: 3 clusters Score -1639617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1639622.500000 Penalty: 4749.054199
	Iteration 41Q: 3 clusters Score -1639622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1639626.375000 Penalty: 4749.054199
	Iteration 42Q: 3 clusters Score -1639626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1639634.625000 Penalty: 4749.054199
	Iteration 43Q: 3 clusters Score -1639635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1639643.500000 Penalty: 4749.054199
	Iteration 44Q: 3 clusters Score -1639644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1639648.375000 Penalty: 4749.054199
	Iteration 45Q: 3 clusters Score -1639648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1639657.875000 Penalty: 4749.054199
	Iteration 46Q: 3 clusters Score -1639658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1639665.000000 Penalty: 4749.054199
	Iteration 47Q: 3 clusters Score -1639665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1639677.500000 Penalty: 4749.054199
	Iteration 48Q: 3 clusters Score -1639678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1639688.750000 Penalty: 4749.054199
	Iteration 49Q: 3 clusters Score -1639689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1639709.875000 Penalty: 4749.054199
	Iteration 50Q: 3 clusters Score -1639710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1639732.000000 Penalty: 4749.054199
	Iteration 51Q: 3 clusters Score -1639732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1639754.625000 Penalty: 4749.054199
	Iteration 52Q: 3 clusters Score -1639755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1639776.750000 Penalty: 4749.054199
	Iteration 53Q: 3 clusters Score -1639777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1639793.750000 Penalty: 4749.054199
	Iteration 54Q: 3 clusters Score -1639794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1639808.375000 Penalty: 4749.054199
	Iteration 55Q: 3 clusters Score -1639808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1639818.875000 Penalty: 4749.054199
	Iteration 56Q: 3 clusters Score -1639819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1639829.250000 Penalty: 4749.054199
	Iteration 57Q: 3 clusters Score -1639829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1639845.250000 Penalty: 4749.054199
	Iteration 58Q: 3 clusters Score -1639845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1639859.875000 Penalty: 4749.054199
	Iteration 59Q: 3 clusters Score -1639860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1639888.625000 Penalty: 4749.054199
	Iteration 60F: 3 clusters Score -1639889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1639909.875000 Penalty: 4749.054199
	Iteration 61Q: 3 clusters Score -1639910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1639939.000000 Penalty: 4749.054199
	Iteration 62Q: 3 clusters Score -1639939 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1639966.625000 Penalty: 4749.054199
	Iteration 63Q: 3 clusters Score -1639967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1639986.875000 Penalty: 4749.054199
	Iteration 64Q: 3 clusters Score -1639987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1640007.500000 Penalty: 4749.054199
	Iteration 65Q: 3 clusters Score -1640008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1640014.750000 Penalty: 4749.054199
	Iteration 66Q: 3 clusters Score -1640015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1640029.625000 Penalty: 4749.054199
	Iteration 67Q: 3 clusters Score -1640030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1640048.875000 Penalty: 4749.054199
	Iteration 68Q: 3 clusters Score -1640049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1640070.125000 Penalty: 4749.054199
	Iteration 69Q: 3 clusters Score -1640070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1640084.875000 Penalty: 4749.054199
	Iteration 70Q: 3 clusters Score -1640085 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1640103.125000 Penalty: 4749.054199
	Iteration 71Q: 3 clusters Score -1640103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1640121.250000 Penalty: 4749.054199
	Iteration 72Q: 3 clusters Score -1640121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1640146.250000 Penalty: 4749.054199
	Iteration 73Q: 3 clusters Score -1640146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1640177.125000 Penalty: 4749.054199
	Iteration 74Q: 3 clusters Score -1640177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1640202.000000 Penalty: 4749.054199
	Iteration 75Q: 3 clusters Score -1640202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1640224.500000 Penalty: 4749.054199
	Iteration 76Q: 3 clusters Score -1640224 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1640251.500000 Penalty: 4749.054199
	Iteration 77Q: 3 clusters Score -1640252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1640267.750000 Penalty: 4749.054199
	Iteration 78Q: 3 clusters Score -1640268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1640292.000000 Penalty: 4749.054199
	Iteration 79Q: 3 clusters Score -1640292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1640307.875000 Penalty: 4749.054199
	Iteration 80F: 3 clusters Score -1640308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1640324.750000 Penalty: 4749.054199
	Iteration 81Q: 3 clusters Score -1640325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1640333.250000 Penalty: 4749.054199
	Iteration 82Q: 3 clusters Score -1640333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1640345.625000 Penalty: 4749.054199
	Iteration 83Q: 3 clusters Score -1640346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1640350.875000 Penalty: 4749.054199
	Iteration 84Q: 3 clusters Score -1640351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1640352.500000 Penalty: 4749.054199
	Iteration 85Q: 3 clusters Score -1640352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1640359.750000 Penalty: 4749.054199
	Iteration 86Q: 3 clusters Score -1640360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1640362.375000 Penalty: 4749.054199
	Iteration 87Q: 3 clusters Score -1640362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1640366.500000 Penalty: 4749.054199
	Iteration 88Q: 3 clusters Score -1640366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1640366.000000 Penalty: 4749.054199
	Iteration 89Q: 3 clusters Score -1640366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1640366.750000 Penalty: 4749.054199
	Iteration 90Q: 3 clusters Score -1640367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1640368.125000 Penalty: 4749.054199
	Iteration 91Q: 3 clusters Score -1640368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1640370.250000 Penalty: 4749.054199
	Iteration 92Q: 3 clusters Score -1640370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1640370.125000 Penalty: 4749.054199
	Iteration 93Q: 3 clusters Score -1640370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1640372.375000 Penalty: 4749.054199
	Iteration 94Q: 3 clusters Score -1640372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1640375.000000 Penalty: 4749.054199
	Iteration 95Q: 3 clusters Score -1640375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1640375.250000 Penalty: 4749.054199
	Iteration 96Q: 3 clusters Score -1640375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1640376.625000 Penalty: 4749.054199
	Iteration 97Q: 3 clusters Score -1640377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1640379.375000 Penalty: 4749.054199
	Iteration 98Q: 3 clusters Score -1640379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1640379.500000 Penalty: 4749.054199
	Iteration 99Q: 3 clusters Score -1640380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1640381.625000 Penalty: 4749.054199
	Iteration 100F: 3 clusters Score -1640382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1640383.500000 Penalty: 4749.054199
	Iteration 101Q: 3 clusters Score -1640384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1640384.250000 Penalty: 4749.054199
	Iteration 102Q: 3 clusters Score -1640384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1640383.125000 Penalty: 4749.054199
	Iteration 103Q: 3 clusters Score -1640383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1640386.000000 Penalty: 4749.054199
	Iteration 104Q: 3 clusters Score -1640386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1640388.125000 Penalty: 4749.054199
	Iteration 105Q: 3 clusters Score -1640388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1640386.875000 Penalty: 4749.054199
	Iteration 106Q: 3 clusters Score -1640387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1640385.750000 Penalty: 4749.054199
	Iteration 107Q: 3 clusters Score -1640386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1640386.000000 Penalty: 4749.054199
	Iteration 108Q: 3 clusters Score -1640386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1640385.625000 Penalty: 4749.054199
	Iteration 109Q: 3 clusters Score -1640386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1640386.375000 Penalty: 4749.054199
	Iteration 110Q: 3 clusters Score -1640386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1640386.375000 Penalty: 4749.054199
	Iteration 111F: 3 clusters Score -1640386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Entering Unmasked Estep 
Score: -3279776.500000 Penalty: 2542.931885
	Iteration 0F: 2 clusters Score -3279776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3260338.750000 Penalty: 5085.863770
	Iteration 0F: 3 clusters Score -3260339 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3267376.500000 Penalty: 5085.863770
	Iteration 1F: 3 clusters Score -3267376 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3267826.500000 Penalty: 5085.863770
	Iteration 2Q: 3 clusters Score -3267826 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3268194.000000 Penalty: 5085.863770
	Iteration 3Q: 3 clusters Score -3268194 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3268498.750000 Penalty: 5085.863770
	Iteration 4Q: 3 clusters Score -3268499 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3268806.500000 Penalty: 5085.863770
	Iteration 5Q: 3 clusters Score -3268806 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3269141.750000 Penalty: 5085.863770
	Iteration 6Q: 3 clusters Score -3269142 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3269571.500000 Penalty: 5085.863770
	Iteration 7Q: 3 clusters Score -3269572 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3270157.750000 Penalty: 5085.863770
	Iteration 8Q: 3 clusters Score -3270158 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3270945.000000 Penalty: 5085.863770
	Iteration 9F: 3 clusters Score -3270945 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3271900.250000 Penalty: 5085.863770
	Iteration 10F: 3 clusters Score -3271900 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3272887.500000 Penalty: 5085.863770
	Iteration 11F: 3 clusters Score -3272888 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3273774.250000 Penalty: 5085.863770
	Iteration 12Q: 3 clusters Score -3273774 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3274594.000000 Penalty: 5085.863770
	Iteration 13Q: 3 clusters Score -3274594 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3275261.500000 Penalty: 5085.863770
	Iteration 14Q: 3 clusters Score -3275262 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3275802.250000 Penalty: 5085.863770
	Iteration 15Q: 3 clusters Score -3275802 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3276264.250000 Penalty: 5085.863770
	Iteration 16Q: 3 clusters Score -3276264 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3276664.250000 Penalty: 5085.863770
	Iteration 17Q: 3 clusters Score -3276664 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3276967.500000 Penalty: 5085.863770
	Iteration 18Q: 3 clusters Score -3276968 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3277158.000000 Penalty: 5085.863770
	Iteration 19Q: 3 clusters Score -3277158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3277275.750000 Penalty: 5085.863770
	Iteration 20F: 3 clusters Score -3277276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3277347.250000 Penalty: 5085.863770
	Iteration 21Q: 3 clusters Score -3277347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3277406.500000 Penalty: 5085.863770
	Iteration 22Q: 3 clusters Score -3277406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3277463.000000 Penalty: 5085.863770
	Iteration 23Q: 3 clusters Score -3277463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3277498.500000 Penalty: 5085.863770
	Iteration 24Q: 3 clusters Score -3277498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3277523.500000 Penalty: 5085.863770
	Iteration 25Q: 3 clusters Score -3277524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3277537.250000 Penalty: 5085.863770
	Iteration 26Q: 3 clusters Score -3277537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3277554.750000 Penalty: 5085.863770
	Iteration 27Q: 3 clusters Score -3277555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3277567.000000 Penalty: 5085.863770
	Iteration 28Q: 3 clusters Score -3277567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3277583.250000 Penalty: 5085.863770
	Iteration 29Q: 3 clusters Score -3277583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3277602.750000 Penalty: 5085.863770
	Iteration 30Q: 3 clusters Score -3277603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3277611.750000 Penalty: 5085.863770
	Iteration 31Q: 3 clusters Score -3277612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3277629.500000 Penalty: 5085.863770
	Iteration 32Q: 3 clusters Score -3277630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3277636.750000 Penalty: 5085.863770
	Iteration 33Q: 3 clusters Score -3277637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3277639.500000 Penalty: 5085.863770
	Iteration 34Q: 3 clusters Score -3277640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3277638.250000 Penalty: 5085.863770
	Iteration 35Q: 3 clusters Score -3277638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3277647.500000 Penalty: 5085.863770
	Iteration 36Q: 3 clusters Score -3277648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3277656.250000 Penalty: 5085.863770
	Iteration 37Q: 3 clusters Score -3277656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3277656.250000 Penalty: 5085.863770
	Iteration 38Q: 3 clusters Score -3277656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3277658.500000 Penalty: 5085.863770
	Iteration 39Q: 3 clusters Score -3277658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3277659.750000 Penalty: 5085.863770
	Iteration 40F: 3 clusters Score -3277660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3277660.250000 Penalty: 5085.863770
	Iteration 41Q: 3 clusters Score -3277660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3277660.250000 Penalty: 5085.863770
	Iteration 42F: 3 clusters Score -3277660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Entering Unmasked Estep 
Score: -1374070.625000 Penalty: 2335.221436
	Iteration 0F: 2 clusters Score -1374071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1365014.875000 Penalty: 4670.442871
	Iteration 0F: 3 clusters Score -1365015 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1367745.125000 Penalty: 4670.442871
	Iteration 1F: 3 clusters Score -1367745 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1368195.875000 Penalty: 4670.442871
	Iteration 2F: 3 clusters Score -1368196 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1368572.000000 Penalty: 4670.442871
	Iteration 3F: 3 clusters Score -1368572 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1368887.375000 Penalty: 4670.442871
	Iteration 4F: 3 clusters Score -1368887 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1369187.625000 Penalty: 4670.442871
	Iteration 5F: 3 clusters Score -1369188 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1369455.250000 Penalty: 4670.442871
	Iteration 6Q: 3 clusters Score -1369455 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1369719.875000 Penalty: 4670.442871
	Iteration 7Q: 3 clusters Score -1369720 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1370005.125000 Penalty: 4670.442871
	Iteration 8Q: 3 clusters Score -1370005 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1370291.250000 Penalty: 4670.442871
	Iteration 9Q: 3 clusters Score -1370291 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1370531.750000 Penalty: 4670.442871
	Iteration 10Q: 3 clusters Score -1370532 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1370714.250000 Penalty: 4670.442871
	Iteration 11Q: 3 clusters Score -1370714 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1370839.500000 Penalty: 4670.442871
	Iteration 12Q: 3 clusters Score -1370840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1370936.875000 Penalty: 4670.442871
	Iteration 13Q: 3 clusters Score -1370937 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1371026.875000 Penalty: 4670.442871
	Iteration 14Q: 3 clusters Score -1371027 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1371115.875000 Penalty: 4670.442871
	Iteration 15Q: 3 clusters Score -1371116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1371173.375000 Penalty: 4670.442871
	Iteration 16Q: 3 clusters Score -1371173 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1371234.625000 Penalty: 4670.442871
	Iteration 17Q: 3 clusters Score -1371235 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1371282.500000 Penalty: 4670.442871
	Iteration 18Q: 3 clusters Score -1371282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1371339.125000 Penalty: 4670.442871
	Iteration 19Q: 3 clusters Score -1371339 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1371388.500000 Penalty: 4670.442871
	Iteration 20F: 3 clusters Score -1371388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1371437.000000 Penalty: 4670.442871
	Iteration 21Q: 3 clusters Score -1371437 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1371493.250000 Penalty: 4670.442871
	Iteration 22Q: 3 clusters Score -1371493 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1371553.500000 Penalty: 4670.442871
	Iteration 23Q: 3 clusters Score -1371554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1371623.250000 Penalty: 4670.442871
	Iteration 24Q: 3 clusters Score -1371623 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1371718.375000 Penalty: 4670.442871
	Iteration 25Q: 3 clusters Score -1371718 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1371814.500000 Penalty: 4670.442871
	Iteration 26Q: 3 clusters Score -1371814 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1371919.750000 Penalty: 4670.442871
	Iteration 27Q: 3 clusters Score -1371920 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1372036.500000 Penalty: 4670.442871
	Iteration 28Q: 3 clusters Score -1372036 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1372142.250000 Penalty: 4670.442871
	Iteration 29Q: 3 clusters Score -1372142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1372234.250000 Penalty: 4670.442871
	Iteration 30Q: 3 clusters Score -1372234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1372276.250000 Penalty: 4670.442871
	Iteration 31Q: 3 clusters Score -1372276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1372312.250000 Penalty: 4670.442871
	Iteration 32Q: 3 clusters Score -1372312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1372332.250000 Penalty: 4670.442871
	Iteration 33Q: 3 clusters Score -1372332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1372349.125000 Penalty: 4670.442871
	Iteration 34Q: 3 clusters Score -1372349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1372356.125000 Penalty: 4670.442871
	Iteration 35Q: 3 clusters Score -1372356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1372362.250000 Penalty: 4670.442871
	Iteration 36Q: 3 clusters Score -1372362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1372371.375000 Penalty: 4670.442871
	Iteration 37Q: 3 clusters Score -1372371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1372375.375000 Penalty: 4670.442871
	Iteration 38Q: 3 clusters Score -1372375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1372374.875000 Penalty: 4670.442871
	Iteration 39Q: 3 clusters Score -1372375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1372380.250000 Penalty: 4670.442871
	Iteration 40F: 3 clusters Score -1372380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1372381.625000 Penalty: 4670.442871
	Iteration 41Q: 3 clusters Score -1372382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1372386.500000 Penalty: 4670.442871
	Iteration 42Q: 3 clusters Score -1372386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1372388.375000 Penalty: 4670.442871
	Iteration 43Q: 3 clusters Score -1372388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1372389.000000 Penalty: 4670.442871
	Iteration 44Q: 3 clusters Score -1372389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1372391.875000 Penalty: 4670.442871
	Iteration 45Q: 3 clusters Score -1372392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1372395.250000 Penalty: 4670.442871
	Iteration 46Q: 3 clusters Score -1372395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1372397.000000 Penalty: 4670.442871
	Iteration 47Q: 3 clusters Score -1372397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1372397.250000 Penalty: 4670.442871
	Iteration 48Q: 3 clusters Score -1372397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1372397.750000 Penalty: 4670.442871
	Iteration 49Q: 3 clusters Score -1372398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1372400.250000 Penalty: 4670.442871
	Iteration 50Q: 3 clusters Score -1372400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1372400.250000 Penalty: 4670.442871
	Iteration 51F: 3 clusters Score -1372400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169850 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 38976 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168118 members 
Mstep: Class 9 contains 111963 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113542 members 
Mstep: Class 12 contains 258782 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171353 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27345 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172704 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 44896 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 72851 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13883 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 28389 members 
Mstep: Class 35 contains 12286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568000.000000 Penalty: 124948.460938
Iteration 199Q: 36 clusters Score -2.05568e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169849 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 38977 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168094 members 
Mstep: Class 9 contains 111962 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113538 members 
Mstep: Class 12 contains 258786 members 
Mstep: Class 13 contains 32537 members 
Mstep: Class 14 contains 171356 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 27322 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172709 members 
Mstep: Class 23 contains 28521 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 44912 members 
Mstep: Class 26 contains 8155 members 
Mstep: Class 27 contains 72855 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13890 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14396 members 
Mstep: Class 34 contains 28390 members 
Mstep: Class 35 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568064.000000 Penalty: 124948.460938
Iteration 200F: 36 clusters Score -2.055681e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169835 members 
Mstep: Class 4 contains 44542 members 
Mstep: Class 5 contains 38981 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168075 members 
Mstep: Class 9 contains 111964 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 113542 members 
Mstep: Class 12 contains 258783 members 
Mstep: Class 13 contains 32535 members 
Mstep: Class 14 contains 171359 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 27302 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172713 members 
Mstep: Class 23 contains 28519 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 44931 members 
Mstep: Class 26 contains 8158 members 
Mstep: Class 27 contains 72855 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13902 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14400 members 
Mstep: Class 34 contains 28393 members 
Mstep: Class 35 contains 12299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568144.000000 Penalty: 124948.460938
Iteration 201Q: 36 clusters Score -2.055681e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169834 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 38982 members 
Mstep: Class 6 contains 15140 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168058 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6122 members 
Mstep: Class 11 contains 113545 members 
Mstep: Class 12 contains 258776 members 
Mstep: Class 13 contains 32528 members 
Mstep: Class 14 contains 171358 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 27284 members 
Mstep: Class 17 contains 81614 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172712 members 
Mstep: Class 23 contains 28513 members 
Mstep: Class 24 contains 10741 members 
Mstep: Class 25 contains 44948 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 72860 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13922 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28395 members 
Mstep: Class 35 contains 12301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568096.000000 Penalty: 124948.460938
Iteration 202Q: 36 clusters Score -2.055681e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169834 members 
Mstep: Class 4 contains 44554 members 
Mstep: Class 5 contains 38982 members 
Mstep: Class 6 contains 15142 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 168030 members 
Mstep: Class 9 contains 111970 members 
Mstep: Class 10 contains 6122 members 
Mstep: Class 11 contains 113548 members 
Mstep: Class 12 contains 258776 members 
Mstep: Class 13 contains 32529 members 
Mstep: Class 14 contains 171358 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 27271 members 
Mstep: Class 17 contains 81613 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172712 members 
Mstep: Class 23 contains 28509 members 
Mstep: Class 24 contains 10737 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 72863 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13929 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28397 members 
Mstep: Class 35 contains 12311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568160.000000 Penalty: 124948.460938
Iteration 203Q: 36 clusters Score -2.055682e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169830 members 
Mstep: Class 4 contains 44557 members 
Mstep: Class 5 contains 38983 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167995 members 
Mstep: Class 9 contains 111968 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113550 members 
Mstep: Class 12 contains 258771 members 
Mstep: Class 13 contains 32528 members 
Mstep: Class 14 contains 171362 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 27259 members 
Mstep: Class 17 contains 81614 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172719 members 
Mstep: Class 23 contains 28505 members 
Mstep: Class 24 contains 10734 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 72867 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13936 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28400 members 
Mstep: Class 35 contains 12322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568352.000000 Penalty: 124948.460938
Iteration 204Q: 36 clusters Score -2.055684e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169817 members 
Mstep: Class 4 contains 44565 members 
Mstep: Class 5 contains 38985 members 
Mstep: Class 6 contains 15146 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 167959 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113549 members 
Mstep: Class 12 contains 258763 members 
Mstep: Class 13 contains 32530 members 
Mstep: Class 14 contains 171365 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 27240 members 
Mstep: Class 17 contains 81617 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172729 members 
Mstep: Class 23 contains 28502 members 
Mstep: Class 24 contains 10727 members 
Mstep: Class 25 contains 45019 members 
Mstep: Class 26 contains 8169 members 
Mstep: Class 27 contains 72872 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13946 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28400 members 
Mstep: Class 35 contains 12334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568240.000000 Penalty: 124948.460938
Iteration 205Q: 36 clusters Score -2.055682e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169816 members 
Mstep: Class 4 contains 44576 members 
Mstep: Class 5 contains 38988 members 
Mstep: Class 6 contains 15150 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 167921 members 
Mstep: Class 9 contains 111970 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113547 members 
Mstep: Class 12 contains 258762 members 
Mstep: Class 13 contains 32529 members 
Mstep: Class 14 contains 171367 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 27226 members 
Mstep: Class 17 contains 81616 members 
Mstep: Class 18 contains 20851 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172729 members 
Mstep: Class 23 contains 28499 members 
Mstep: Class 24 contains 10725 members 
Mstep: Class 25 contains 45043 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 72877 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13946 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14400 members 
Mstep: Class 34 contains 28400 members 
Mstep: Class 35 contains 12340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568256.000000 Penalty: 124948.460938
Iteration 206Q: 36 clusters Score -2.055683e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169808 members 
Mstep: Class 4 contains 44587 members 
Mstep: Class 5 contains 38991 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167906 members 
Mstep: Class 9 contains 111965 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113544 members 
Mstep: Class 12 contains 258754 members 
Mstep: Class 13 contains 32529 members 
Mstep: Class 14 contains 171368 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 27212 members 
Mstep: Class 17 contains 81617 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 3968 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172729 members 
Mstep: Class 23 contains 28496 members 
Mstep: Class 24 contains 10724 members 
Mstep: Class 25 contains 45056 members 
Mstep: Class 26 contains 8182 members 
Mstep: Class 27 contains 72884 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 13952 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28400 members 
Mstep: Class 35 contains 12342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568272.000000 Penalty: 124948.460938
Iteration 207Q: 36 clusters Score -2.055683e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 169805 members 
Mstep: Class 4 contains 44605 members 
Mstep: Class 5 contains 38993 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167893 members 
Mstep: Class 9 contains 111958 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113537 members 
Mstep: Class 12 contains 258763 members 
Mstep: Class 13 contains 32532 members 
Mstep: Class 14 contains 171366 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 27192 members 
Mstep: Class 17 contains 81617 members 
Mstep: Class 18 contains 20853 members 
Mstep: Class 19 contains 3971 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22605 members 
Mstep: Class 22 contains 172727 members 
Mstep: Class 23 contains 28493 members 
Mstep: Class 24 contains 10724 members 
Mstep: Class 25 contains 45070 members 
Mstep: Class 26 contains 8184 members 
Mstep: Class 27 contains 72883 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 13954 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14400 members 
Mstep: Class 34 contains 28400 members 
Mstep: Class 35 contains 12345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568080.000000 Penalty: 124948.460938
Iteration 208Q: 36 clusters Score -2.055681e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 169801 members 
Mstep: Class 4 contains 44628 members 
Mstep: Class 5 contains 38994 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167880 members 
Mstep: Class 9 contains 111956 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113537 members 
Mstep: Class 12 contains 258757 members 
Mstep: Class 13 contains 32532 members 
Mstep: Class 14 contains 171367 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 27175 members 
Mstep: Class 17 contains 81616 members 
Mstep: Class 18 contains 20853 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22606 members 
Mstep: Class 22 contains 172726 members 
Mstep: Class 23 contains 28494 members 
Mstep: Class 24 contains 10725 members 
Mstep: Class 25 contains 45075 members 
Mstep: Class 26 contains 8186 members 
Mstep: Class 27 contains 72884 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 13946 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28400 members 
Mstep: Class 35 contains 12352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568112.000000 Penalty: 124948.460938
Iteration 209Q: 36 clusters Score -2.055681e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 169788 members 
Mstep: Class 4 contains 44650 members 
Mstep: Class 5 contains 38994 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167870 members 
Mstep: Class 9 contains 111953 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113539 members 
Mstep: Class 12 contains 258765 members 
Mstep: Class 13 contains 32534 members 
Mstep: Class 14 contains 171369 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 27147 members 
Mstep: Class 17 contains 81616 members 
Mstep: Class 18 contains 20854 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22609 members 
Mstep: Class 22 contains 172729 members 
Mstep: Class 23 contains 28493 members 
Mstep: Class 24 contains 10725 members 
Mstep: Class 25 contains 45082 members 
Mstep: Class 26 contains 8186 members 
Mstep: Class 27 contains 72884 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 13937 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28401 members 
Mstep: Class 35 contains 12360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568336.000000 Penalty: 124948.460938
Iteration 210Q: 36 clusters Score -2.055683e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 169769 members 
Mstep: Class 4 contains 44665 members 
Mstep: Class 5 contains 38996 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167853 members 
Mstep: Class 9 contains 111948 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113538 members 
Mstep: Class 12 contains 258778 members 
Mstep: Class 13 contains 32532 members 
Mstep: Class 14 contains 171371 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 27122 members 
Mstep: Class 17 contains 81621 members 
Mstep: Class 18 contains 20853 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22609 members 
Mstep: Class 22 contains 172727 members 
Mstep: Class 23 contains 28488 members 
Mstep: Class 24 contains 10723 members 
Mstep: Class 25 contains 45105 members 
Mstep: Class 26 contains 8187 members 
Mstep: Class 27 contains 72894 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 13935 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14401 members 
Mstep: Class 34 contains 28402 members 
Mstep: Class 35 contains 12361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568400.000000 Penalty: 124948.460938
Iteration 211Q: 36 clusters Score -2.055684e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 169752 members 
Mstep: Class 4 contains 44683 members 
Mstep: Class 5 contains 38999 members 
Mstep: Class 6 contains 15155 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167840 members 
Mstep: Class 9 contains 111944 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113533 members 
Mstep: Class 12 contains 258796 members 
Mstep: Class 13 contains 32535 members 
Mstep: Class 14 contains 171375 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 27094 members 
Mstep: Class 17 contains 81622 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22607 members 
Mstep: Class 22 contains 172725 members 
Mstep: Class 23 contains 28486 members 
Mstep: Class 24 contains 10716 members 
Mstep: Class 25 contains 45126 members 
Mstep: Class 26 contains 8185 members 
Mstep: Class 27 contains 72901 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13922 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14403 members 
Mstep: Class 34 contains 28402 members 
Mstep: Class 35 contains 12362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568464.000000 Penalty: 124948.460938
Iteration 212Q: 36 clusters Score -2.055685e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169724 members 
Mstep: Class 4 contains 44695 members 
Mstep: Class 5 contains 39001 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167830 members 
Mstep: Class 9 contains 111934 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113530 members 
Mstep: Class 12 contains 258810 members 
Mstep: Class 13 contains 32536 members 
Mstep: Class 14 contains 171381 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 27070 members 
Mstep: Class 17 contains 81623 members 
Mstep: Class 18 contains 20855 members 
Mstep: Class 19 contains 4046 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22606 members 
Mstep: Class 22 contains 172725 members 
Mstep: Class 23 contains 28480 members 
Mstep: Class 24 contains 10712 members 
Mstep: Class 25 contains 45157 members 
Mstep: Class 26 contains 8185 members 
Mstep: Class 27 contains 72905 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13905 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14408 members 
Mstep: Class 34 contains 28402 members 
Mstep: Class 35 contains 12363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568672.000000 Penalty: 124948.460938
Iteration 213Q: 36 clusters Score -2.055687e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169705 members 
Mstep: Class 4 contains 44707 members 
Mstep: Class 5 contains 39000 members 
Mstep: Class 6 contains 15149 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167818 members 
Mstep: Class 9 contains 111912 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 113528 members 
Mstep: Class 12 contains 258812 members 
Mstep: Class 13 contains 32538 members 
Mstep: Class 14 contains 171386 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 27053 members 
Mstep: Class 17 contains 81620 members 
Mstep: Class 18 contains 20855 members 
Mstep: Class 19 contains 4115 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22604 members 
Mstep: Class 22 contains 172725 members 
Mstep: Class 23 contains 28471 members 
Mstep: Class 24 contains 10707 members 
Mstep: Class 25 contains 45182 members 
Mstep: Class 26 contains 8185 members 
Mstep: Class 27 contains 72911 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 13874 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14416 members 
Mstep: Class 34 contains 28402 members 
Mstep: Class 35 contains 12364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568848.000000 Penalty: 124948.460938
Iteration 214Q: 36 clusters Score -2.055688e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169675 members 
Mstep: Class 4 contains 44720 members 
Mstep: Class 5 contains 39004 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167809 members 
Mstep: Class 9 contains 111875 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 113532 members 
Mstep: Class 12 contains 258833 members 
Mstep: Class 13 contains 32547 members 
Mstep: Class 14 contains 171389 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 27027 members 
Mstep: Class 17 contains 81604 members 
Mstep: Class 18 contains 20851 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22606 members 
Mstep: Class 22 contains 172729 members 
Mstep: Class 23 contains 28454 members 
Mstep: Class 24 contains 10692 members 
Mstep: Class 25 contains 45198 members 
Mstep: Class 26 contains 8186 members 
Mstep: Class 27 contains 72927 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 5509 members 
Mstep: Class 30 contains 13830 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14426 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568848.000000 Penalty: 124948.460938
Iteration 215Q: 36 clusters Score -2.055688e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 169668 members 
Mstep: Class 4 contains 44732 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 15146 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 167782 members 
Mstep: Class 9 contains 111826 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 113537 members 
Mstep: Class 12 contains 258851 members 
Mstep: Class 13 contains 32551 members 
Mstep: Class 14 contains 171392 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 27004 members 
Mstep: Class 17 contains 81602 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 19 contains 4259 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172720 members 
Mstep: Class 23 contains 28443 members 
Mstep: Class 24 contains 10668 members 
Mstep: Class 25 contains 45221 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 72923 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 13848 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14436 members 
Mstep: Class 34 contains 28407 members 
Mstep: Class 35 contains 12370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568928.000000 Penalty: 124948.460938
Iteration 216Q: 36 clusters Score -2.055689e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 169658 members 
Mstep: Class 4 contains 44741 members 
Mstep: Class 5 contains 39016 members 
Mstep: Class 6 contains 15149 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167756 members 
Mstep: Class 9 contains 111766 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 113531 members 
Mstep: Class 12 contains 258865 members 
Mstep: Class 13 contains 32548 members 
Mstep: Class 14 contains 171398 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26981 members 
Mstep: Class 17 contains 81591 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 4294 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 172711 members 
Mstep: Class 23 contains 28426 members 
Mstep: Class 24 contains 10647 members 
Mstep: Class 25 contains 45244 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 72930 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 13907 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14444 members 
Mstep: Class 34 contains 28407 members 
Mstep: Class 35 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568864.000000 Penalty: 124948.460938
Iteration 217Q: 36 clusters Score -2.055689e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169645 members 
Mstep: Class 4 contains 44740 members 
Mstep: Class 5 contains 39028 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167732 members 
Mstep: Class 9 contains 111704 members 
Mstep: Class 10 contains 6126 members 
Mstep: Class 11 contains 113530 members 
Mstep: Class 12 contains 258875 members 
Mstep: Class 13 contains 32548 members 
Mstep: Class 14 contains 171401 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26966 members 
Mstep: Class 17 contains 81579 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 172699 members 
Mstep: Class 23 contains 28413 members 
Mstep: Class 24 contains 10628 members 
Mstep: Class 25 contains 45264 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 72938 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 13985 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14462 members 
Mstep: Class 34 contains 28407 members 
Mstep: Class 35 contains 12370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569120.000000 Penalty: 124948.460938
Iteration 218Q: 36 clusters Score -2.055691e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169640 members 
Mstep: Class 4 contains 44752 members 
Mstep: Class 5 contains 39034 members 
Mstep: Class 6 contains 15148 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167703 members 
Mstep: Class 9 contains 111657 members 
Mstep: Class 10 contains 6127 members 
Mstep: Class 11 contains 113529 members 
Mstep: Class 12 contains 258875 members 
Mstep: Class 13 contains 32550 members 
Mstep: Class 14 contains 171405 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26941 members 
Mstep: Class 17 contains 81567 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22599 members 
Mstep: Class 22 contains 172698 members 
Mstep: Class 23 contains 28382 members 
Mstep: Class 24 contains 10609 members 
Mstep: Class 25 contains 45294 members 
Mstep: Class 26 contains 8197 members 
Mstep: Class 27 contains 72946 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 14062 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14477 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569072.000000 Penalty: 124948.460938
Iteration 219Q: 36 clusters Score -2.055691e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169636 members 
Mstep: Class 4 contains 44759 members 
Mstep: Class 5 contains 39047 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167687 members 
Mstep: Class 9 contains 111626 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 113528 members 
Mstep: Class 12 contains 258878 members 
Mstep: Class 13 contains 32547 members 
Mstep: Class 14 contains 171421 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26911 members 
Mstep: Class 17 contains 81552 members 
Mstep: Class 18 contains 20860 members 
Mstep: Class 19 contains 4311 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22596 members 
Mstep: Class 22 contains 172694 members 
Mstep: Class 23 contains 28354 members 
Mstep: Class 24 contains 10592 members 
Mstep: Class 25 contains 45314 members 
Mstep: Class 26 contains 8197 members 
Mstep: Class 27 contains 72949 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14136 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14486 members 
Mstep: Class 34 contains 28417 members 
Mstep: Class 35 contains 12375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569104.000000 Penalty: 124948.460938
Iteration 220F: 36 clusters Score -2.055691e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169625 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 39060 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167663 members 
Mstep: Class 9 contains 111605 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 113530 members 
Mstep: Class 12 contains 258882 members 
Mstep: Class 13 contains 32543 members 
Mstep: Class 14 contains 171431 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26897 members 
Mstep: Class 17 contains 81531 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 4311 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22590 members 
Mstep: Class 22 contains 172683 members 
Mstep: Class 23 contains 28332 members 
Mstep: Class 24 contains 10577 members 
Mstep: Class 25 contains 45346 members 
Mstep: Class 26 contains 8201 members 
Mstep: Class 27 contains 72948 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 14208 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14504 members 
Mstep: Class 34 contains 28418 members 
Mstep: Class 35 contains 12376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569008.000000 Penalty: 124948.460938
Iteration 221Q: 36 clusters Score -2.05569e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169637 members 
Mstep: Class 4 contains 44751 members 
Mstep: Class 5 contains 39063 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167623 members 
Mstep: Class 9 contains 111582 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 113532 members 
Mstep: Class 12 contains 258876 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171448 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 26884 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 20866 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22587 members 
Mstep: Class 22 contains 172676 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 10553 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 72956 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 14259 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14520 members 
Mstep: Class 34 contains 28419 members 
Mstep: Class 35 contains 12377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568864.000000 Penalty: 124948.460938
Iteration 222Q: 36 clusters Score -2.055689e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169650 members 
Mstep: Class 4 contains 44747 members 
Mstep: Class 5 contains 39073 members 
Mstep: Class 6 contains 15150 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 167564 members 
Mstep: Class 9 contains 111566 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 113529 members 
Mstep: Class 12 contains 258890 members 
Mstep: Class 13 contains 32534 members 
Mstep: Class 14 contains 171455 members 
Mstep: Class 15 contains 17066 members 
Mstep: Class 16 contains 26863 members 
Mstep: Class 17 contains 81509 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22581 members 
Mstep: Class 22 contains 172667 members 
Mstep: Class 23 contains 28296 members 
Mstep: Class 24 contains 10541 members 
Mstep: Class 25 contains 45414 members 
Mstep: Class 26 contains 8209 members 
Mstep: Class 27 contains 72964 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 14309 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14535 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568976.000000 Penalty: 124948.460938
Iteration 223Q: 36 clusters Score -2.05569e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169660 members 
Mstep: Class 4 contains 44734 members 
Mstep: Class 5 contains 39078 members 
Mstep: Class 6 contains 15150 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167526 members 
Mstep: Class 9 contains 111547 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 113527 members 
Mstep: Class 12 contains 258900 members 
Mstep: Class 13 contains 32537 members 
Mstep: Class 14 contains 171471 members 
Mstep: Class 15 contains 17068 members 
Mstep: Class 16 contains 26842 members 
Mstep: Class 17 contains 81502 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22580 members 
Mstep: Class 22 contains 172669 members 
Mstep: Class 23 contains 28277 members 
Mstep: Class 24 contains 10529 members 
Mstep: Class 25 contains 45431 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 72965 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 14354 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14544 members 
Mstep: Class 34 contains 28422 members 
Mstep: Class 35 contains 12383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568992.000000 Penalty: 124948.460938
Iteration 224Q: 36 clusters Score -2.05569e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 169657 members 
Mstep: Class 4 contains 44729 members 
Mstep: Class 5 contains 39080 members 
Mstep: Class 6 contains 15152 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167507 members 
Mstep: Class 9 contains 111532 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 113521 members 
Mstep: Class 12 contains 258909 members 
Mstep: Class 13 contains 32539 members 
Mstep: Class 14 contains 171483 members 
Mstep: Class 15 contains 17063 members 
Mstep: Class 16 contains 26813 members 
Mstep: Class 17 contains 81494 members 
Mstep: Class 18 contains 20880 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22578 members 
Mstep: Class 22 contains 172673 members 
Mstep: Class 23 contains 28255 members 
Mstep: Class 24 contains 10516 members 
Mstep: Class 25 contains 45450 members 
Mstep: Class 26 contains 8211 members 
Mstep: Class 27 contains 72968 members 
Mstep: Class 28 contains 4821 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 14409 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14554 members 
Mstep: Class 34 contains 28429 members 
Mstep: Class 35 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568784.000000 Penalty: 124948.460938
Iteration 225Q: 36 clusters Score -2.055688e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169657 members 
Mstep: Class 4 contains 44727 members 
Mstep: Class 5 contains 39087 members 
Mstep: Class 6 contains 15156 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167486 members 
Mstep: Class 9 contains 111518 members 
Mstep: Class 10 contains 6131 members 
Mstep: Class 11 contains 113518 members 
Mstep: Class 12 contains 258915 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 171501 members 
Mstep: Class 15 contains 17061 members 
Mstep: Class 16 contains 26795 members 
Mstep: Class 17 contains 81487 members 
Mstep: Class 18 contains 20882 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22571 members 
Mstep: Class 22 contains 172675 members 
Mstep: Class 23 contains 28226 members 
Mstep: Class 24 contains 10507 members 
Mstep: Class 25 contains 45473 members 
Mstep: Class 26 contains 8211 members 
Mstep: Class 27 contains 72973 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 14444 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14560 members 
Mstep: Class 34 contains 28430 members 
Mstep: Class 35 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568928.000000 Penalty: 124948.460938
Iteration 226Q: 36 clusters Score -2.055689e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 169647 members 
Mstep: Class 4 contains 44724 members 
Mstep: Class 5 contains 39099 members 
Mstep: Class 6 contains 15157 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 167459 members 
Mstep: Class 9 contains 111510 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 113509 members 
Mstep: Class 12 contains 258928 members 
Mstep: Class 13 contains 32539 members 
Mstep: Class 14 contains 171510 members 
Mstep: Class 15 contains 17058 members 
Mstep: Class 16 contains 26766 members 
Mstep: Class 17 contains 81487 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22569 members 
Mstep: Class 22 contains 172678 members 
Mstep: Class 23 contains 28210 members 
Mstep: Class 24 contains 10507 members 
Mstep: Class 25 contains 45498 members 
Mstep: Class 26 contains 8211 members 
Mstep: Class 27 contains 72975 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14562 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568992.000000 Penalty: 124948.460938
Iteration 227Q: 36 clusters Score -2.05569e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 169631 members 
Mstep: Class 4 contains 44720 members 
Mstep: Class 5 contains 39105 members 
Mstep: Class 6 contains 15155 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 167443 members 
Mstep: Class 9 contains 111494 members 
Mstep: Class 10 contains 6135 members 
Mstep: Class 11 contains 113502 members 
Mstep: Class 12 contains 258948 members 
Mstep: Class 13 contains 32543 members 
Mstep: Class 14 contains 171521 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 26743 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 20889 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22565 members 
Mstep: Class 22 contains 172673 members 
Mstep: Class 23 contains 28202 members 
Mstep: Class 24 contains 10506 members 
Mstep: Class 25 contains 45519 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 72978 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 14507 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14562 members 
Mstep: Class 34 contains 28423 members 
Mstep: Class 35 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568976.000000 Penalty: 124948.460938
Iteration 228Q: 36 clusters Score -2.05569e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 169623 members 
Mstep: Class 4 contains 44718 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 15157 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 167420 members 
Mstep: Class 9 contains 111490 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258956 members 
Mstep: Class 13 contains 32556 members 
Mstep: Class 14 contains 171529 members 
Mstep: Class 15 contains 17067 members 
Mstep: Class 16 contains 26717 members 
Mstep: Class 17 contains 81489 members 
Mstep: Class 18 contains 20892 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22563 members 
Mstep: Class 22 contains 172667 members 
Mstep: Class 23 contains 28187 members 
Mstep: Class 24 contains 10505 members 
Mstep: Class 25 contains 45528 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 72977 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5519 members 
Mstep: Class 30 contains 14526 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14564 members 
Mstep: Class 34 contains 28422 members 
Mstep: Class 35 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569072.000000 Penalty: 124948.460938
Iteration 229Q: 36 clusters Score -2.055691e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169623 members 
Mstep: Class 4 contains 44713 members 
Mstep: Class 5 contains 39120 members 
Mstep: Class 6 contains 15159 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 167380 members 
Mstep: Class 9 contains 111479 members 
Mstep: Class 10 contains 6135 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258956 members 
Mstep: Class 13 contains 32561 members 
Mstep: Class 14 contains 171536 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 26701 members 
Mstep: Class 17 contains 81489 members 
Mstep: Class 18 contains 20895 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22562 members 
Mstep: Class 22 contains 172667 members 
Mstep: Class 23 contains 28175 members 
Mstep: Class 24 contains 10508 members 
Mstep: Class 25 contains 45547 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72974 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5519 members 
Mstep: Class 30 contains 14552 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14569 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568784.000000 Penalty: 124948.460938
Iteration 230Q: 36 clusters Score -2.055688e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 169619 members 
Mstep: Class 4 contains 44710 members 
Mstep: Class 5 contains 39122 members 
Mstep: Class 6 contains 15163 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 167342 members 
Mstep: Class 9 contains 111468 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258967 members 
Mstep: Class 13 contains 32563 members 
Mstep: Class 14 contains 171543 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 81488 members 
Mstep: Class 18 contains 20898 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22563 members 
Mstep: Class 22 contains 172665 members 
Mstep: Class 23 contains 28166 members 
Mstep: Class 24 contains 10509 members 
Mstep: Class 25 contains 45565 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72977 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 14575 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14574 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569200.000000 Penalty: 124948.460938
Iteration 231Q: 36 clusters Score -2.055692e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 169606 members 
Mstep: Class 4 contains 44718 members 
Mstep: Class 5 contains 39129 members 
Mstep: Class 6 contains 15163 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 167310 members 
Mstep: Class 9 contains 111461 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258965 members 
Mstep: Class 13 contains 32567 members 
Mstep: Class 14 contains 171551 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 26679 members 
Mstep: Class 17 contains 81489 members 
Mstep: Class 18 contains 20900 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22561 members 
Mstep: Class 22 contains 172660 members 
Mstep: Class 23 contains 28159 members 
Mstep: Class 24 contains 10507 members 
Mstep: Class 25 contains 45587 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72980 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 14585 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14578 members 
Mstep: Class 34 contains 28423 members 
Mstep: Class 35 contains 12414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568928.000000 Penalty: 124948.460938
Iteration 232Q: 36 clusters Score -2.055689e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 169594 members 
Mstep: Class 4 contains 44718 members 
Mstep: Class 5 contains 39138 members 
Mstep: Class 6 contains 15162 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 167280 members 
Mstep: Class 9 contains 111453 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258968 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 171556 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 20899 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22558 members 
Mstep: Class 22 contains 172658 members 
Mstep: Class 23 contains 28161 members 
Mstep: Class 24 contains 10515 members 
Mstep: Class 25 contains 45615 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 72979 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 14606 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14583 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569024.000000 Penalty: 124948.460938
Iteration 233Q: 36 clusters Score -2.05569e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169576 members 
Mstep: Class 4 contains 44726 members 
Mstep: Class 5 contains 39140 members 
Mstep: Class 6 contains 15167 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 167265 members 
Mstep: Class 9 contains 111446 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258982 members 
Mstep: Class 13 contains 32571 members 
Mstep: Class 14 contains 171563 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 26636 members 
Mstep: Class 17 contains 81487 members 
Mstep: Class 18 contains 20902 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22554 members 
Mstep: Class 22 contains 172654 members 
Mstep: Class 23 contains 28155 members 
Mstep: Class 24 contains 10521 members 
Mstep: Class 25 contains 45630 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72975 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 14615 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14594 members 
Mstep: Class 34 contains 28417 members 
Mstep: Class 35 contains 12421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569200.000000 Penalty: 124948.460938
Iteration 234Q: 36 clusters Score -2.055692e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169549 members 
Mstep: Class 4 contains 44734 members 
Mstep: Class 5 contains 39142 members 
Mstep: Class 6 contains 15167 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 167253 members 
Mstep: Class 9 contains 111439 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258990 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 171570 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 26616 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 20903 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22552 members 
Mstep: Class 22 contains 172649 members 
Mstep: Class 23 contains 28146 members 
Mstep: Class 24 contains 10524 members 
Mstep: Class 25 contains 45651 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72972 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 14634 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14608 members 
Mstep: Class 34 contains 28419 members 
Mstep: Class 35 contains 12429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569008.000000 Penalty: 124948.460938
Iteration 235Q: 36 clusters Score -2.05569e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169528 members 
Mstep: Class 4 contains 44741 members 
Mstep: Class 5 contains 39145 members 
Mstep: Class 6 contains 15167 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 167249 members 
Mstep: Class 9 contains 111430 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258997 members 
Mstep: Class 13 contains 32567 members 
Mstep: Class 14 contains 171578 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 26594 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22552 members 
Mstep: Class 22 contains 172641 members 
Mstep: Class 23 contains 28145 members 
Mstep: Class 24 contains 10524 members 
Mstep: Class 25 contains 45667 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72965 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 14653 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14623 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569136.000000 Penalty: 124948.460938
Iteration 236Q: 36 clusters Score -2.055691e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 169498 members 
Mstep: Class 4 contains 44751 members 
Mstep: Class 5 contains 39147 members 
Mstep: Class 6 contains 15167 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 167259 members 
Mstep: Class 9 contains 111420 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 259002 members 
Mstep: Class 13 contains 32568 members 
Mstep: Class 14 contains 171588 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 26574 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22552 members 
Mstep: Class 22 contains 172632 members 
Mstep: Class 23 contains 28134 members 
Mstep: Class 24 contains 10521 members 
Mstep: Class 25 contains 45679 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72964 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 14672 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14633 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569088.000000 Penalty: 124948.460938
Iteration 237Q: 36 clusters Score -2.055691e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 169447 members 
Mstep: Class 4 contains 44755 members 
Mstep: Class 5 contains 39150 members 
Mstep: Class 6 contains 15168 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167280 members 
Mstep: Class 9 contains 111414 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 259016 members 
Mstep: Class 13 contains 32568 members 
Mstep: Class 14 contains 171596 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26557 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22552 members 
Mstep: Class 22 contains 172627 members 
Mstep: Class 23 contains 28130 members 
Mstep: Class 24 contains 10516 members 
Mstep: Class 25 contains 45698 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72965 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 14685 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14640 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569216.000000 Penalty: 124948.460938
Iteration 238Q: 36 clusters Score -2.055692e+08 nChanged 244
Entering ConstructFrom: 
Score: -205569216.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (47051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Entering Unmasked Estep 
Score: -5519613.000000 Penalty: 2668.229004
	Iteration 0F: 2 clusters Score -5519613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5487931.500000 Penalty: 5336.458008
	Iteration 0F: 3 clusters Score -5487932 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5500110.000000 Penalty: 5336.458008
	Iteration 1F: 3 clusters Score -5500110 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5501038.500000 Penalty: 5336.458008
	Iteration 2Q: 3 clusters Score -5501038 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5501989.500000 Penalty: 5336.458008
	Iteration 3Q: 3 clusters Score -5501990 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5503041.000000 Penalty: 5336.458008
	Iteration 4F: 3 clusters Score -5503041 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5504268.000000 Penalty: 5336.458008
	Iteration 5F: 3 clusters Score -5504268 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5505716.000000 Penalty: 5336.458008
	Iteration 6F: 3 clusters Score -5505716 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -5507163.500000 Penalty: 5336.458008
	Iteration 7F: 3 clusters Score -5507164 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5508512.500000 Penalty: 5336.458008
	Iteration 8F: 3 clusters Score -5508512 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -5509598.000000 Penalty: 5336.458008
	Iteration 9Q: 3 clusters Score -5509598 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5510422.500000 Penalty: 5336.458008
	Iteration 10Q: 3 clusters Score -5510422 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -5510997.000000 Penalty: 5336.458008
	Iteration 11Q: 3 clusters Score -5510997 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5511345.500000 Penalty: 5336.458008
	Iteration 12Q: 3 clusters Score -5511346 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -5511599.000000 Penalty: 5336.458008
	Iteration 13Q: 3 clusters Score -5511599 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5511784.000000 Penalty: 5336.458008
	Iteration 14Q: 3 clusters Score -5511784 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -5511938.000000 Penalty: 5336.458008
	Iteration 15Q: 3 clusters Score -5511938 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5512029.000000 Penalty: 5336.458008
	Iteration 16Q: 3 clusters Score -5512029 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -5512158.000000 Penalty: 5336.458008
	Iteration 17Q: 3 clusters Score -5512158 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5512202.500000 Penalty: 5336.458008
	Iteration 18Q: 3 clusters Score -5512202 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -5512230.000000 Penalty: 5336.458008
	Iteration 19Q: 3 clusters Score -5512230 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -5512251.500000 Penalty: 5336.458008
	Iteration 20F: 3 clusters Score -5512252 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -5512295.000000 Penalty: 5336.458008
	Iteration 21Q: 3 clusters Score -5512295 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5512302.500000 Penalty: 5336.458008
	Iteration 22Q: 3 clusters Score -5512302 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -5512340.000000 Penalty: 5336.458008
	Iteration 23Q: 3 clusters Score -5512340 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -5512373.000000 Penalty: 5336.458008
	Iteration 24Q: 3 clusters Score -5512373 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -5512406.500000 Penalty: 5336.458008
	Iteration 25Q: 3 clusters Score -5512406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -5512426.000000 Penalty: 5336.458008
	Iteration 26Q: 3 clusters Score -5512426 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -5512458.000000 Penalty: 5336.458008
	Iteration 27Q: 3 clusters Score -5512458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5512512.500000 Penalty: 5336.458008
	Iteration 28Q: 3 clusters Score -5512512 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5512547.500000 Penalty: 5336.458008
	Iteration 29Q: 3 clusters Score -5512548 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5512601.000000 Penalty: 5336.458008
	Iteration 30Q: 3 clusters Score -5512601 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -5512662.500000 Penalty: 5336.458008
	Iteration 31Q: 3 clusters Score -5512662 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -5512720.500000 Penalty: 5336.458008
	Iteration 32Q: 3 clusters Score -5512720 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -5512780.500000 Penalty: 5336.458008
	Iteration 33Q: 3 clusters Score -5512780 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5512810.500000 Penalty: 5336.458008
	Iteration 34Q: 3 clusters Score -5512810 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -5512870.500000 Penalty: 5336.458008
	Iteration 35Q: 3 clusters Score -5512870 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5512933.500000 Penalty: 5336.458008
	Iteration 36Q: 3 clusters Score -5512934 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5512995.500000 Penalty: 5336.458008
	Iteration 37Q: 3 clusters Score -5512996 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5513088.500000 Penalty: 5336.458008
	Iteration 38Q: 3 clusters Score -5513088 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5513131.500000 Penalty: 5336.458008
	Iteration 39Q: 3 clusters Score -5513132 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5513217.000000 Penalty: 5336.458008
	Iteration 40F: 3 clusters Score -5513217 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -5513268.500000 Penalty: 5336.458008
	Iteration 41Q: 3 clusters Score -5513268 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5513317.500000 Penalty: 5336.458008
	Iteration 42Q: 3 clusters Score -5513318 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5513370.500000 Penalty: 5336.458008
	Iteration 43Q: 3 clusters Score -5513370 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -5513438.000000 Penalty: 5336.458008
	Iteration 44Q: 3 clusters Score -5513438 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5513501.500000 Penalty: 5336.458008
	Iteration 45Q: 3 clusters Score -5513502 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -5513582.000000 Penalty: 5336.458008
	Iteration 46Q: 3 clusters Score -5513582 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -5513653.500000 Penalty: 5336.458008
	Iteration 47Q: 3 clusters Score -5513654 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5513759.000000 Penalty: 5336.458008
	Iteration 48Q: 3 clusters Score -5513759 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -5513796.500000 Penalty: 5336.458008
	Iteration 49Q: 3 clusters Score -5513796 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5513881.500000 Penalty: 5336.458008
	Iteration 50Q: 3 clusters Score -5513882 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5513937.000000 Penalty: 5336.458008
	Iteration 51Q: 3 clusters Score -5513937 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -5513970.500000 Penalty: 5336.458008
	Iteration 52Q: 3 clusters Score -5513970 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -5514053.000000 Penalty: 5336.458008
	Iteration 53Q: 3 clusters Score -5514053 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5514127.000000 Penalty: 5336.458008
	Iteration 54Q: 3 clusters Score -5514127 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5514180.000000 Penalty: 5336.458008
	Iteration 55Q: 3 clusters Score -5514180 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5514261.000000 Penalty: 5336.458008
	Iteration 56Q: 3 clusters Score -5514261 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5514294.500000 Penalty: 5336.458008
	Iteration 57Q: 3 clusters Score -5514294 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -5514343.000000 Penalty: 5336.458008
	Iteration 58Q: 3 clusters Score -5514343 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5514387.000000 Penalty: 5336.458008
	Iteration 59Q: 3 clusters Score -5514387 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -5514470.000000 Penalty: 5336.458008
	Iteration 60F: 3 clusters Score -5514470 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5514535.000000 Penalty: 5336.458008
	Iteration 61Q: 3 clusters Score -5514535 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -5514609.500000 Penalty: 5336.458008
	Iteration 62Q: 3 clusters Score -5514610 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5514656.500000 Penalty: 5336.458008
	Iteration 63Q: 3 clusters Score -5514656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -5514729.000000 Penalty: 5336.458008
	Iteration 64Q: 3 clusters Score -5514729 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5514802.500000 Penalty: 5336.458008
	Iteration 65Q: 3 clusters Score -5514802 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5514894.000000 Penalty: 5336.458008
	Iteration 66Q: 3 clusters Score -5514894 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -5514971.500000 Penalty: 5336.458008
	Iteration 67Q: 3 clusters Score -5514972 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5515038.000000 Penalty: 5336.458008
	Iteration 68Q: 3 clusters Score -5515038 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -5515091.500000 Penalty: 5336.458008
	Iteration 69Q: 3 clusters Score -5515092 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5515165.500000 Penalty: 5336.458008
	Iteration 70Q: 3 clusters Score -5515166 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -5515225.500000 Penalty: 5336.458008
	Iteration 71Q: 3 clusters Score -5515226 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -5515333.000000 Penalty: 5336.458008
	Iteration 72Q: 3 clusters Score -5515333 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -5515428.500000 Penalty: 5336.458008
	Iteration 73Q: 3 clusters Score -5515428 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -5515521.000000 Penalty: 5336.458008
	Iteration 74Q: 3 clusters Score -5515521 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5515622.000000 Penalty: 5336.458008
	Iteration 75Q: 3 clusters Score -5515622 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -5515722.000000 Penalty: 5336.458008
	Iteration 76Q: 3 clusters Score -5515722 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -5515810.500000 Penalty: 5336.458008
	Iteration 77Q: 3 clusters Score -5515810 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5515904.500000 Penalty: 5336.458008
	Iteration 78Q: 3 clusters Score -5515904 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -5515992.500000 Penalty: 5336.458008
	Iteration 79Q: 3 clusters Score -5515992 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5516053.000000 Penalty: 5336.458008
	Iteration 80F: 3 clusters Score -5516053 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -5516103.500000 Penalty: 5336.458008
	Iteration 81Q: 3 clusters Score -5516104 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5516147.000000 Penalty: 5336.458008
	Iteration 82Q: 3 clusters Score -5516147 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -5516213.500000 Penalty: 5336.458008
	Iteration 83Q: 3 clusters Score -5516214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -5516283.000000 Penalty: 5336.458008
	Iteration 84Q: 3 clusters Score -5516283 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5516311.000000 Penalty: 5336.458008
	Iteration 85Q: 3 clusters Score -5516311 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5516358.000000 Penalty: 5336.458008
	Iteration 86Q: 3 clusters Score -5516358 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5516422.500000 Penalty: 5336.458008
	Iteration 87Q: 3 clusters Score -5516422 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5516474.500000 Penalty: 5336.458008
	Iteration 88Q: 3 clusters Score -5516474 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5516513.000000 Penalty: 5336.458008
	Iteration 89Q: 3 clusters Score -5516513 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5516554.500000 Penalty: 5336.458008
	Iteration 90Q: 3 clusters Score -5516554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5516594.000000 Penalty: 5336.458008
	Iteration 91Q: 3 clusters Score -5516594 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5516641.500000 Penalty: 5336.458008
	Iteration 92Q: 3 clusters Score -5516642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5516679.500000 Penalty: 5336.458008
	Iteration 93Q: 3 clusters Score -5516680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5516712.000000 Penalty: 5336.458008
	Iteration 94Q: 3 clusters Score -5516712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5516755.500000 Penalty: 5336.458008
	Iteration 95Q: 3 clusters Score -5516756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5516783.000000 Penalty: 5336.458008
	Iteration 96Q: 3 clusters Score -5516783 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5516799.500000 Penalty: 5336.458008
	Iteration 97Q: 3 clusters Score -5516800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5516835.000000 Penalty: 5336.458008
	Iteration 98Q: 3 clusters Score -5516835 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5516855.500000 Penalty: 5336.458008
	Iteration 99Q: 3 clusters Score -5516856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5516869.500000 Penalty: 5336.458008
	Iteration 100F: 3 clusters Score -5516870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5516913.500000 Penalty: 5336.458008
	Iteration 101Q: 3 clusters Score -5516914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5516939.000000 Penalty: 5336.458008
	Iteration 102Q: 3 clusters Score -5516939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5516980.500000 Penalty: 5336.458008
	Iteration 103Q: 3 clusters Score -5516980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5517003.000000 Penalty: 5336.458008
	Iteration 104Q: 3 clusters Score -5517003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5517025.500000 Penalty: 5336.458008
	Iteration 105Q: 3 clusters Score -5517026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5517038.500000 Penalty: 5336.458008
	Iteration 106Q: 3 clusters Score -5517038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5517052.000000 Penalty: 5336.458008
	Iteration 107Q: 3 clusters Score -5517052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5517071.000000 Penalty: 5336.458008
	Iteration 108Q: 3 clusters Score -5517071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5517096.500000 Penalty: 5336.458008
	Iteration 109Q: 3 clusters Score -5517096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5517108.500000 Penalty: 5336.458008
	Iteration 110Q: 3 clusters Score -5517108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5517133.500000 Penalty: 5336.458008
	Iteration 111Q: 3 clusters Score -5517134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5517143.000000 Penalty: 5336.458008
	Iteration 112Q: 3 clusters Score -5517143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5517173.000000 Penalty: 5336.458008
	Iteration 113Q: 3 clusters Score -5517173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5517192.500000 Penalty: 5336.458008
	Iteration 114Q: 3 clusters Score -5517192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5517211.000000 Penalty: 5336.458008
	Iteration 115Q: 3 clusters Score -5517211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5517232.500000 Penalty: 5336.458008
	Iteration 116Q: 3 clusters Score -5517232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5517259.000000 Penalty: 5336.458008
	Iteration 117Q: 3 clusters Score -5517259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5517278.500000 Penalty: 5336.458008
	Iteration 118Q: 3 clusters Score -5517278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5517294.500000 Penalty: 5336.458008
	Iteration 119Q: 3 clusters Score -5517294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5517298.000000 Penalty: 5336.458008
	Iteration 120F: 3 clusters Score -5517298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5517315.000000 Penalty: 5336.458008
	Iteration 121Q: 3 clusters Score -5517315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5517319.500000 Penalty: 5336.458008
	Iteration 122Q: 3 clusters Score -5517320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5517321.000000 Penalty: 5336.458008
	Iteration 123Q: 3 clusters Score -5517321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5517334.500000 Penalty: 5336.458008
	Iteration 124Q: 3 clusters Score -5517334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5517345.000000 Penalty: 5336.458008
	Iteration 125Q: 3 clusters Score -5517345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5517346.500000 Penalty: 5336.458008
	Iteration 126Q: 3 clusters Score -5517346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5517345.500000 Penalty: 5336.458008
	Iteration 127Q: 3 clusters Score -5517346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5517361.000000 Penalty: 5336.458008
	Iteration 128Q: 3 clusters Score -5517361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5517365.000000 Penalty: 5336.458008
	Iteration 129Q: 3 clusters Score -5517365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5517365.000000 Penalty: 5336.458008
	Iteration 130Q: 3 clusters Score -5517365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5517366.000000 Penalty: 5336.458008
	Iteration 131Q: 3 clusters Score -5517366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5517369.500000 Penalty: 5336.458008
	Iteration 132Q: 3 clusters Score -5517370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5517369.000000 Penalty: 5336.458008
	Iteration 133Q: 3 clusters Score -5517369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5517362.000000 Penalty: 5336.458008
	Iteration 134Q: 3 clusters Score -5517362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5517370.000000 Penalty: 5336.458008
	Iteration 135Q: 3 clusters Score -5517370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5517369.500000 Penalty: 5336.458008
	Iteration 136Q: 3 clusters Score -5517370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5517376.000000 Penalty: 5336.458008
	Iteration 137Q: 3 clusters Score -5517376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5517375.500000 Penalty: 5336.458008
	Iteration 138Q: 3 clusters Score -5517376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5517379.500000 Penalty: 5336.458008
	Iteration 139Q: 3 clusters Score -5517380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5517387.500000 Penalty: 5336.458008
	Iteration 140F: 3 clusters Score -5517388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5517386.000000 Penalty: 5336.458008
	Iteration 141Q: 3 clusters Score -5517386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5517386.000000 Penalty: 5336.458008
	Iteration 142Q: 3 clusters Score -5517386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5517383.500000 Penalty: 5336.458008
	Iteration 143Q: 3 clusters Score -5517384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5517389.000000 Penalty: 5336.458008
	Iteration 144Q: 3 clusters Score -5517389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5517394.000000 Penalty: 5336.458008
	Iteration 145Q: 3 clusters Score -5517394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5517393.000000 Penalty: 5336.458008
	Iteration 146Q: 3 clusters Score -5517393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5517393.000000 Penalty: 5336.458008
	Iteration 147Q: 3 clusters Score -5517393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5517392.500000 Penalty: 5336.458008
	Iteration 148Q: 3 clusters Score -5517392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5517397.000000 Penalty: 5336.458008
	Iteration 149Q: 3 clusters Score -5517397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5517402.500000 Penalty: 5336.458008
	Iteration 150Q: 3 clusters Score -5517402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5517396.500000 Penalty: 5336.458008
	Iteration 151Q: 3 clusters Score -5517396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5517398.000000 Penalty: 5336.458008
	Iteration 152Q: 3 clusters Score -5517398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5517395.500000 Penalty: 5336.458008
	Iteration 153Q: 3 clusters Score -5517396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5517398.500000 Penalty: 5336.458008
	Iteration 154Q: 3 clusters Score -5517398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5517405.500000 Penalty: 5336.458008
	Iteration 155Q: 3 clusters Score -5517406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5517413.500000 Penalty: 5336.458008
	Iteration 156Q: 3 clusters Score -5517414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5517412.500000 Penalty: 5336.458008
	Iteration 157Q: 3 clusters Score -5517412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5517421.000000 Penalty: 5336.458008
	Iteration 158Q: 3 clusters Score -5517421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5517423.500000 Penalty: 5336.458008
	Iteration 159Q: 3 clusters Score -5517424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5517423.000000 Penalty: 5336.458008
	Iteration 160F: 3 clusters Score -5517423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5517423.000000 Penalty: 5336.458008
	Iteration 161Q: 3 clusters Score -5517423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5517423.000000 Penalty: 5336.458008
	Iteration 162F: 3 clusters Score -5517423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Entering Unmasked Estep 
Score: -770588.937500 Penalty: 2179.079102
	Iteration 0F: 2 clusters Score -770588.9 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 3231 members 
Entering Unmasked Estep 
Score: -765061.062500 Penalty: 4358.158203
	Iteration 0F: 3 clusters Score -765061.1 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -766525.562500 Penalty: 4358.158203
	Iteration 1F: 3 clusters Score -766525.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -766859.687500 Penalty: 4358.158203
	Iteration 2F: 3 clusters Score -766859.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -767091.125000 Penalty: 4358.158203
	Iteration 3F: 3 clusters Score -767091.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -767270.937500 Penalty: 4358.158203
	Iteration 4Q: 3 clusters Score -767270.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -767423.000000 Penalty: 4358.158203
	Iteration 5Q: 3 clusters Score -767423 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -767563.687500 Penalty: 4358.158203
	Iteration 6Q: 3 clusters Score -767563.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -767732.062500 Penalty: 4358.158203
	Iteration 7Q: 3 clusters Score -767732.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -767911.687500 Penalty: 4358.158203
	Iteration 8Q: 3 clusters Score -767911.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -768104.375000 Penalty: 4358.158203
	Iteration 9Q: 3 clusters Score -768104.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -768301.125000 Penalty: 4358.158203
	Iteration 10Q: 3 clusters Score -768301.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -768508.250000 Penalty: 4358.158203
	Iteration 11Q: 3 clusters Score -768508.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -768681.437500 Penalty: 4358.158203
	Iteration 12Q: 3 clusters Score -768681.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -768794.125000 Penalty: 4358.158203
	Iteration 13Q: 3 clusters Score -768794.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -768885.562500 Penalty: 4358.158203
	Iteration 14Q: 3 clusters Score -768885.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -768943.750000 Penalty: 4358.158203
	Iteration 15Q: 3 clusters Score -768943.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -768993.375000 Penalty: 4358.158203
	Iteration 16Q: 3 clusters Score -768993.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -769035.562500 Penalty: 4358.158203
	Iteration 17Q: 3 clusters Score -769035.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -769065.562500 Penalty: 4358.158203
	Iteration 18Q: 3 clusters Score -769065.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -769086.875000 Penalty: 4358.158203
	Iteration 19Q: 3 clusters Score -769086.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -769104.250000 Penalty: 4358.158203
	Iteration 20F: 3 clusters Score -769104.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -769127.125000 Penalty: 4358.158203
	Iteration 21Q: 3 clusters Score -769127.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -769144.875000 Penalty: 4358.158203
	Iteration 22Q: 3 clusters Score -769144.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -769166.187500 Penalty: 4358.158203
	Iteration 23Q: 3 clusters Score -769166.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -769187.250000 Penalty: 4358.158203
	Iteration 24Q: 3 clusters Score -769187.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -769210.687500 Penalty: 4358.158203
	Iteration 25Q: 3 clusters Score -769210.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -769234.812500 Penalty: 4358.158203
	Iteration 26Q: 3 clusters Score -769234.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -769256.625000 Penalty: 4358.158203
	Iteration 27Q: 3 clusters Score -769256.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -769272.875000 Penalty: 4358.158203
	Iteration 28Q: 3 clusters Score -769272.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -769280.062500 Penalty: 4358.158203
	Iteration 29Q: 3 clusters Score -769280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -769287.562500 Penalty: 4358.158203
	Iteration 30Q: 3 clusters Score -769287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -769292.625000 Penalty: 4358.158203
	Iteration 31Q: 3 clusters Score -769292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -769297.187500 Penalty: 4358.158203
	Iteration 32Q: 3 clusters Score -769297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -769295.937500 Penalty: 4358.158203
	Iteration 33Q: 3 clusters Score -769295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -769296.250000 Penalty: 4358.158203
	Iteration 34Q: 3 clusters Score -769296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -769297.937500 Penalty: 4358.158203
	Iteration 35Q: 3 clusters Score -769297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -769298.312500 Penalty: 4358.158203
	Iteration 36Q: 3 clusters Score -769298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -769298.937500 Penalty: 4358.158203
	Iteration 37Q: 3 clusters Score -769298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -769299.812500 Penalty: 4358.158203
	Iteration 38Q: 3 clusters Score -769299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -769299.062500 Penalty: 4358.158203
	Iteration 39Q: 3 clusters Score -769299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -769300.312500 Penalty: 4358.158203
	Iteration 40F: 3 clusters Score -769300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -769300.000000 Penalty: 4358.158203
	Iteration 41Q: 3 clusters Score -769300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -769300.000000 Penalty: 4358.158203
	Iteration 42F: 3 clusters Score -769300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169398 members 
Entering Unmasked Estep 
Score: -20345148.000000 Penalty: 2985.921631
	Iteration 0F: 2 clusters Score -2.034515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -20235366.000000 Penalty: 5971.843262
	Iteration 0F: 3 clusters Score -2.023537e+07 nChanged 81171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -20282598.000000 Penalty: 5971.843262
	Iteration 1F: 3 clusters Score -2.02826e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -20284102.000000 Penalty: 5971.843262
	Iteration 2Q: 3 clusters Score -2.02841e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -20286330.000000 Penalty: 5971.843262
	Iteration 3Q: 3 clusters Score -2.028633e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -20289604.000000 Penalty: 5971.843262
	Iteration 4Q: 3 clusters Score -2.02896e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -20294486.000000 Penalty: 5971.843262
	Iteration 5F: 3 clusters Score -2.029449e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117042 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -20301496.000000 Penalty: 5971.843262
	Iteration 6F: 3 clusters Score -2.03015e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128499 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -20310606.000000 Penalty: 5971.843262
	Iteration 7F: 3 clusters Score -2.031061e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -20320672.000000 Penalty: 5971.843262
	Iteration 8F: 3 clusters Score -2.032067e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -20329998.000000 Penalty: 5971.843262
	Iteration 9F: 3 clusters Score -2.033e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159512 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -20336684.000000 Penalty: 5971.843262
	Iteration 10Q: 3 clusters Score -2.033668e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -20339842.000000 Penalty: 5971.843262
	Iteration 11Q: 3 clusters Score -2.033984e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -20341434.000000 Penalty: 5971.843262
	Iteration 12Q: 3 clusters Score -2.034143e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168199 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20342106.000000 Penalty: 5971.843262
	Iteration 13Q: 3 clusters Score -2.034211e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20342342.000000 Penalty: 5971.843262
	Iteration 14Q: 3 clusters Score -2.034234e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20342468.000000 Penalty: 5971.843262
	Iteration 15Q: 3 clusters Score -2.034247e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -20342544.000000 Penalty: 5971.843262
	Iteration 16Q: 3 clusters Score -2.034254e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20342588.000000 Penalty: 5971.843262
	Iteration 17Q: 3 clusters Score -2.034259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20342612.000000 Penalty: 5971.843262
	Iteration 18Q: 3 clusters Score -2.034261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20342644.000000 Penalty: 5971.843262
	Iteration 19Q: 3 clusters Score -2.034264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168963 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20342672.000000 Penalty: 5971.843262
	Iteration 20F: 3 clusters Score -2.034267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20342666.000000 Penalty: 5971.843262
	Iteration 21Q: 3 clusters Score -2.034267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -20342680.000000 Penalty: 5971.843262
	Iteration 22Q: 3 clusters Score -2.034268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20342696.000000 Penalty: 5971.843262
	Iteration 23Q: 3 clusters Score -2.03427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20342712.000000 Penalty: 5971.843262
	Iteration 24Q: 3 clusters Score -2.034271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168968 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20342702.000000 Penalty: 5971.843262
	Iteration 25Q: 3 clusters Score -2.03427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20342704.000000 Penalty: 5971.843262
	Iteration 26Q: 3 clusters Score -2.03427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20342716.000000 Penalty: 5971.843262
	Iteration 27Q: 3 clusters Score -2.034272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20342728.000000 Penalty: 5971.843262
	Iteration 28Q: 3 clusters Score -2.034273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20342724.000000 Penalty: 5971.843262
	Iteration 29Q: 3 clusters Score -2.034272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20342724.000000 Penalty: 5971.843262
	Iteration 30Q: 3 clusters Score -2.034272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20342730.000000 Penalty: 5971.843262
	Iteration 31Q: 3 clusters Score -2.034273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20342732.000000 Penalty: 5971.843262
	Iteration 32Q: 3 clusters Score -2.034273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20342732.000000 Penalty: 5971.843262
	Iteration 33Q: 3 clusters Score -2.034273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20342732.000000 Penalty: 5971.843262
	Iteration 34Q: 3 clusters Score -2.034273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20342730.000000 Penalty: 5971.843262
	Iteration 35Q: 3 clusters Score -2.034273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20342722.000000 Penalty: 5971.843262
	Iteration 36Q: 3 clusters Score -2.034272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20342728.000000 Penalty: 5971.843262
	Iteration 37Q: 3 clusters Score -2.034273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20342714.000000 Penalty: 5971.843262
	Iteration 38Q: 3 clusters Score -2.034271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20342726.000000 Penalty: 5971.843262
	Iteration 39Q: 3 clusters Score -2.034273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20342726.000000 Penalty: 5971.843262
	Iteration 40F: 3 clusters Score -2.034273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Entering Unmasked Estep 
Score: -5409178.500000 Penalty: 2655.849365
	Iteration 0F: 2 clusters Score -5409178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5378977.500000 Penalty: 5311.698730
	Iteration 0F: 3 clusters Score -5378978 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5390228.500000 Penalty: 5311.698730
	Iteration 1F: 3 clusters Score -5390228 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5390903.000000 Penalty: 5311.698730
	Iteration 2Q: 3 clusters Score -5390903 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5391583.500000 Penalty: 5311.698730
	Iteration 3Q: 3 clusters Score -5391584 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5392338.500000 Penalty: 5311.698730
	Iteration 4Q: 3 clusters Score -5392338 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5393207.000000 Penalty: 5311.698730
	Iteration 5Q: 3 clusters Score -5393207 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5394115.500000 Penalty: 5311.698730
	Iteration 6Q: 3 clusters Score -5394116 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5395144.000000 Penalty: 5311.698730
	Iteration 7Q: 3 clusters Score -5395144 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -5396276.500000 Penalty: 5311.698730
	Iteration 8Q: 3 clusters Score -5396276 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -5397452.500000 Penalty: 5311.698730
	Iteration 9Q: 3 clusters Score -5397452 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -5398571.500000 Penalty: 5311.698730
	Iteration 10Q: 3 clusters Score -5398572 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5399447.000000 Penalty: 5311.698730
	Iteration 11Q: 3 clusters Score -5399447 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -5400184.500000 Penalty: 5311.698730
	Iteration 12Q: 3 clusters Score -5400184 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5400734.500000 Penalty: 5311.698730
	Iteration 13Q: 3 clusters Score -5400734 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5401063.500000 Penalty: 5311.698730
	Iteration 14Q: 3 clusters Score -5401064 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5401347.000000 Penalty: 5311.698730
	Iteration 15Q: 3 clusters Score -5401347 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5401570.000000 Penalty: 5311.698730
	Iteration 16Q: 3 clusters Score -5401570 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -5401742.000000 Penalty: 5311.698730
	Iteration 17Q: 3 clusters Score -5401742 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5401902.000000 Penalty: 5311.698730
	Iteration 18Q: 3 clusters Score -5401902 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -5402043.500000 Penalty: 5311.698730
	Iteration 19Q: 3 clusters Score -5402044 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -5402169.000000 Penalty: 5311.698730
	Iteration 20F: 3 clusters Score -5402169 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -5402340.500000 Penalty: 5311.698730
	Iteration 21Q: 3 clusters Score -5402340 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -5402531.500000 Penalty: 5311.698730
	Iteration 22Q: 3 clusters Score -5402532 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -5402744.000000 Penalty: 5311.698730
	Iteration 23Q: 3 clusters Score -5402744 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -5402975.500000 Penalty: 5311.698730
	Iteration 24Q: 3 clusters Score -5402976 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5403278.000000 Penalty: 5311.698730
	Iteration 25Q: 3 clusters Score -5403278 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -5403617.000000 Penalty: 5311.698730
	Iteration 26Q: 3 clusters Score -5403617 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -5403964.000000 Penalty: 5311.698730
	Iteration 27Q: 3 clusters Score -5403964 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -5404293.000000 Penalty: 5311.698730
	Iteration 28Q: 3 clusters Score -5404293 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5404630.000000 Penalty: 5311.698730
	Iteration 29Q: 3 clusters Score -5404630 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -5404930.000000 Penalty: 5311.698730
	Iteration 30Q: 3 clusters Score -5404930 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -5405209.500000 Penalty: 5311.698730
	Iteration 31Q: 3 clusters Score -5405210 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5405471.500000 Penalty: 5311.698730
	Iteration 32Q: 3 clusters Score -5405472 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5405682.500000 Penalty: 5311.698730
	Iteration 33Q: 3 clusters Score -5405682 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5405876.000000 Penalty: 5311.698730
	Iteration 34Q: 3 clusters Score -5405876 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5406019.500000 Penalty: 5311.698730
	Iteration 35Q: 3 clusters Score -5406020 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5406135.500000 Penalty: 5311.698730
	Iteration 36Q: 3 clusters Score -5406136 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5406252.500000 Penalty: 5311.698730
	Iteration 37Q: 3 clusters Score -5406252 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5406364.500000 Penalty: 5311.698730
	Iteration 38Q: 3 clusters Score -5406364 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5406467.000000 Penalty: 5311.698730
	Iteration 39Q: 3 clusters Score -5406467 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5406546.000000 Penalty: 5311.698730
	Iteration 40F: 3 clusters Score -5406546 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5406604.500000 Penalty: 5311.698730
	Iteration 41Q: 3 clusters Score -5406604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5406658.000000 Penalty: 5311.698730
	Iteration 42Q: 3 clusters Score -5406658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5406701.500000 Penalty: 5311.698730
	Iteration 43Q: 3 clusters Score -5406702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5406739.500000 Penalty: 5311.698730
	Iteration 44Q: 3 clusters Score -5406740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5406767.000000 Penalty: 5311.698730
	Iteration 45Q: 3 clusters Score -5406767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5406792.000000 Penalty: 5311.698730
	Iteration 46Q: 3 clusters Score -5406792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5406815.500000 Penalty: 5311.698730
	Iteration 47Q: 3 clusters Score -5406816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5406810.500000 Penalty: 5311.698730
	Iteration 48Q: 3 clusters Score -5406810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5406823.500000 Penalty: 5311.698730
	Iteration 49Q: 3 clusters Score -5406824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5406843.000000 Penalty: 5311.698730
	Iteration 50Q: 3 clusters Score -5406843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5406859.500000 Penalty: 5311.698730
	Iteration 51Q: 3 clusters Score -5406860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5406876.000000 Penalty: 5311.698730
	Iteration 52Q: 3 clusters Score -5406876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5406880.500000 Penalty: 5311.698730
	Iteration 53Q: 3 clusters Score -5406880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5406889.000000 Penalty: 5311.698730
	Iteration 54Q: 3 clusters Score -5406889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5406890.500000 Penalty: 5311.698730
	Iteration 55Q: 3 clusters Score -5406890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5406893.500000 Penalty: 5311.698730
	Iteration 56Q: 3 clusters Score -5406894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5406891.500000 Penalty: 5311.698730
	Iteration 57Q: 3 clusters Score -5406892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5406892.000000 Penalty: 5311.698730
	Iteration 58Q: 3 clusters Score -5406892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5406898.000000 Penalty: 5311.698730
	Iteration 59Q: 3 clusters Score -5406898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5406899.000000 Penalty: 5311.698730
	Iteration 60F: 3 clusters Score -5406899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5406895.000000 Penalty: 5311.698730
	Iteration 61Q: 3 clusters Score -5406895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5406904.500000 Penalty: 5311.698730
	Iteration 62Q: 3 clusters Score -5406904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5406903.500000 Penalty: 5311.698730
	Iteration 63Q: 3 clusters Score -5406904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5406912.000000 Penalty: 5311.698730
	Iteration 64Q: 3 clusters Score -5406912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5406917.500000 Penalty: 5311.698730
	Iteration 65Q: 3 clusters Score -5406918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5406917.000000 Penalty: 5311.698730
	Iteration 66Q: 3 clusters Score -5406917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5406918.000000 Penalty: 5311.698730
	Iteration 67Q: 3 clusters Score -5406918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5406914.500000 Penalty: 5311.698730
	Iteration 68Q: 3 clusters Score -5406914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5406916.500000 Penalty: 5311.698730
	Iteration 69Q: 3 clusters Score -5406916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5406917.000000 Penalty: 5311.698730
	Iteration 70Q: 3 clusters Score -5406917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5406916.500000 Penalty: 5311.698730
	Iteration 71Q: 3 clusters Score -5406916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5406917.000000 Penalty: 5311.698730
	Iteration 72Q: 3 clusters Score -5406917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5406919.500000 Penalty: 5311.698730
	Iteration 73Q: 3 clusters Score -5406920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5406914.500000 Penalty: 5311.698730
	Iteration 74Q: 3 clusters Score -5406914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5406914.500000 Penalty: 5311.698730
	Iteration 75F: 3 clusters Score -5406914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Entering Unmasked Estep 
Score: -4641902.500000 Penalty: 2622.664062
	Iteration 0F: 2 clusters Score -4641902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4615318.500000 Penalty: 5245.328125
	Iteration 0F: 3 clusters Score -4615318 nChanged 17926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4625341.000000 Penalty: 5245.328125
	Iteration 1F: 3 clusters Score -4625341 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4625861.500000 Penalty: 5245.328125
	Iteration 2Q: 3 clusters Score -4625862 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4626354.000000 Penalty: 5245.328125
	Iteration 3Q: 3 clusters Score -4626354 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4626814.000000 Penalty: 5245.328125
	Iteration 4Q: 3 clusters Score -4626814 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4627267.000000 Penalty: 5245.328125
	Iteration 5Q: 3 clusters Score -4627267 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4627794.000000 Penalty: 5245.328125
	Iteration 6Q: 3 clusters Score -4627794 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4628265.000000 Penalty: 5245.328125
	Iteration 7Q: 3 clusters Score -4628265 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4628845.000000 Penalty: 5245.328125
	Iteration 8Q: 3 clusters Score -4628845 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4629399.000000 Penalty: 5245.328125
	Iteration 9Q: 3 clusters Score -4629399 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4630004.500000 Penalty: 5245.328125
	Iteration 10Q: 3 clusters Score -4630004 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4630581.000000 Penalty: 5245.328125
	Iteration 11Q: 3 clusters Score -4630581 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4631187.500000 Penalty: 5245.328125
	Iteration 12Q: 3 clusters Score -4631188 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4631799.500000 Penalty: 5245.328125
	Iteration 13Q: 3 clusters Score -4631800 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4632419.500000 Penalty: 5245.328125
	Iteration 14Q: 3 clusters Score -4632420 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4632990.000000 Penalty: 5245.328125
	Iteration 15Q: 3 clusters Score -4632990 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4633517.500000 Penalty: 5245.328125
	Iteration 16Q: 3 clusters Score -4633518 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -4634027.000000 Penalty: 5245.328125
	Iteration 17Q: 3 clusters Score -4634027 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4634570.500000 Penalty: 5245.328125
	Iteration 18Q: 3 clusters Score -4634570 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4635094.000000 Penalty: 5245.328125
	Iteration 19Q: 3 clusters Score -4635094 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4635646.000000 Penalty: 5245.328125
	Iteration 20F: 3 clusters Score -4635646 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -4636186.500000 Penalty: 5245.328125
	Iteration 21Q: 3 clusters Score -4636186 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4636718.500000 Penalty: 5245.328125
	Iteration 22Q: 3 clusters Score -4636718 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4637187.500000 Penalty: 5245.328125
	Iteration 23Q: 3 clusters Score -4637188 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4637628.000000 Penalty: 5245.328125
	Iteration 24Q: 3 clusters Score -4637628 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4638092.500000 Penalty: 5245.328125
	Iteration 25Q: 3 clusters Score -4638092 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4638437.500000 Penalty: 5245.328125
	Iteration 26Q: 3 clusters Score -4638438 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4638687.500000 Penalty: 5245.328125
	Iteration 27Q: 3 clusters Score -4638688 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4638892.000000 Penalty: 5245.328125
	Iteration 28Q: 3 clusters Score -4638892 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4639068.000000 Penalty: 5245.328125
	Iteration 29Q: 3 clusters Score -4639068 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4639218.000000 Penalty: 5245.328125
	Iteration 30Q: 3 clusters Score -4639218 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4639323.500000 Penalty: 5245.328125
	Iteration 31Q: 3 clusters Score -4639324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4639406.000000 Penalty: 5245.328125
	Iteration 32Q: 3 clusters Score -4639406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4639469.000000 Penalty: 5245.328125
	Iteration 33Q: 3 clusters Score -4639469 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4639520.500000 Penalty: 5245.328125
	Iteration 34Q: 3 clusters Score -4639520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4639559.500000 Penalty: 5245.328125
	Iteration 35Q: 3 clusters Score -4639560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4639568.000000 Penalty: 5245.328125
	Iteration 36Q: 3 clusters Score -4639568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4639597.000000 Penalty: 5245.328125
	Iteration 37Q: 3 clusters Score -4639597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4639615.000000 Penalty: 5245.328125
	Iteration 38Q: 3 clusters Score -4639615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4639629.000000 Penalty: 5245.328125
	Iteration 39Q: 3 clusters Score -4639629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4639648.000000 Penalty: 5245.328125
	Iteration 40F: 3 clusters Score -4639648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4639668.000000 Penalty: 5245.328125
	Iteration 41Q: 3 clusters Score -4639668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4639670.500000 Penalty: 5245.328125
	Iteration 42Q: 3 clusters Score -4639670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4639682.000000 Penalty: 5245.328125
	Iteration 43Q: 3 clusters Score -4639682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4639689.000000 Penalty: 5245.328125
	Iteration 44Q: 3 clusters Score -4639689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4639701.500000 Penalty: 5245.328125
	Iteration 45Q: 3 clusters Score -4639702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4639710.500000 Penalty: 5245.328125
	Iteration 46Q: 3 clusters Score -4639710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4639715.000000 Penalty: 5245.328125
	Iteration 47Q: 3 clusters Score -4639715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4639715.500000 Penalty: 5245.328125
	Iteration 48Q: 3 clusters Score -4639716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4639715.000000 Penalty: 5245.328125
	Iteration 49Q: 3 clusters Score -4639715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4639730.500000 Penalty: 5245.328125
	Iteration 50Q: 3 clusters Score -4639730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4639750.000000 Penalty: 5245.328125
	Iteration 51Q: 3 clusters Score -4639750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4639748.500000 Penalty: 5245.328125
	Iteration 52Q: 3 clusters Score -4639748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4639757.500000 Penalty: 5245.328125
	Iteration 53Q: 3 clusters Score -4639758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4639760.000000 Penalty: 5245.328125
	Iteration 54Q: 3 clusters Score -4639760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4639763.500000 Penalty: 5245.328125
	Iteration 55Q: 3 clusters Score -4639764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4639764.000000 Penalty: 5245.328125
	Iteration 56Q: 3 clusters Score -4639764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4639770.500000 Penalty: 5245.328125
	Iteration 57Q: 3 clusters Score -4639770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4639770.000000 Penalty: 5245.328125
	Iteration 58Q: 3 clusters Score -4639770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4639772.500000 Penalty: 5245.328125
	Iteration 59Q: 3 clusters Score -4639772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4639773.000000 Penalty: 5245.328125
	Iteration 60F: 3 clusters Score -4639773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4639772.000000 Penalty: 5245.328125
	Iteration 61Q: 3 clusters Score -4639772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4639774.000000 Penalty: 5245.328125
	Iteration 62Q: 3 clusters Score -4639774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4639773.500000 Penalty: 5245.328125
	Iteration 63Q: 3 clusters Score -4639774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4639773.500000 Penalty: 5245.328125
	Iteration 64F: 3 clusters Score -4639774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Entering Unmasked Estep 
Score: -1685945.125000 Penalty: 2387.498291
	Iteration 0F: 2 clusters Score -1685945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1674968.125000 Penalty: 4774.996582
	Iteration 0F: 3 clusters Score -1674968 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1678437.625000 Penalty: 4774.996582
	Iteration 1F: 3 clusters Score -1678438 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1678829.125000 Penalty: 4774.996582
	Iteration 2F: 3 clusters Score -1678829 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1679243.875000 Penalty: 4774.996582
	Iteration 3F: 3 clusters Score -1679244 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1679769.625000 Penalty: 4774.996582
	Iteration 4F: 3 clusters Score -1679770 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1680406.500000 Penalty: 4774.996582
	Iteration 5F: 3 clusters Score -1680406 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1681234.250000 Penalty: 4774.996582
	Iteration 6F: 3 clusters Score -1681234 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1682189.250000 Penalty: 4774.996582
	Iteration 7F: 3 clusters Score -1682189 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1683153.750000 Penalty: 4774.996582
	Iteration 8F: 3 clusters Score -1683154 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1684002.750000 Penalty: 4774.996582
	Iteration 9F: 3 clusters Score -1684003 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1684588.625000 Penalty: 4774.996582
	Iteration 10Q: 3 clusters Score -1684589 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1684964.125000 Penalty: 4774.996582
	Iteration 11Q: 3 clusters Score -1684964 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1685179.500000 Penalty: 4774.996582
	Iteration 12Q: 3 clusters Score -1685180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1685273.500000 Penalty: 4774.996582
	Iteration 13Q: 3 clusters Score -1685274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1685306.375000 Penalty: 4774.996582
	Iteration 14Q: 3 clusters Score -1685306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1685323.625000 Penalty: 4774.996582
	Iteration 15Q: 3 clusters Score -1685324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1685333.500000 Penalty: 4774.996582
	Iteration 16Q: 3 clusters Score -1685334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1685342.250000 Penalty: 4774.996582
	Iteration 17Q: 3 clusters Score -1685342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1685344.750000 Penalty: 4774.996582
	Iteration 18Q: 3 clusters Score -1685345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1685348.125000 Penalty: 4774.996582
	Iteration 19Q: 3 clusters Score -1685348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1685348.250000 Penalty: 4774.996582
	Iteration 20F: 3 clusters Score -1685348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -829594.062500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -829594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -823817.187500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -823817.2 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -825397.125000 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -825397.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -825757.062500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -825757.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -826074.625000 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -826074.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -826362.375000 Penalty: 4388.931641
	Iteration 4F: 3 clusters Score -826362.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -826642.875000 Penalty: 4388.931641
	Iteration 5F: 3 clusters Score -826642.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -826886.562500 Penalty: 4388.931641
	Iteration 6F: 3 clusters Score -826886.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -827050.562500 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -827050.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -827182.562500 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -827182.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -827301.062500 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -827301.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -827375.125000 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -827375.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -827433.625000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -827433.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -827471.500000 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -827471.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -827501.500000 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -827501.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -827532.937500 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -827532.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -827558.875000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -827558.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -827589.750000 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -827589.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -827613.250000 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -827613.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -827630.687500 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -827630.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -827655.437500 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -827655.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -827680.187500 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -827680.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -827709.437500 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -827709.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -827740.562500 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -827740.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -827765.187500 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -827765.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -827783.437500 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -827783.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -827797.687500 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -827797.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -827811.250000 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -827811.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -827818.312500 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -827818.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -827827.687500 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -827827.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -827833.187500 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -827833.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -827844.875000 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -827844.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -827852.937500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -827852.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -827861.250000 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -827861.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -827874.000000 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -827874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -827881.312500 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -827881.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -827891.187500 Penalty: 4388.931641
	Iteration 35Q: 3 clusters Score -827891.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -827901.750000 Penalty: 4388.931641
	Iteration 36Q: 3 clusters Score -827901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -827902.687500 Penalty: 4388.931641
	Iteration 37Q: 3 clusters Score -827902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -827905.687500 Penalty: 4388.931641
	Iteration 38Q: 3 clusters Score -827905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -827909.187500 Penalty: 4388.931641
	Iteration 39Q: 3 clusters Score -827909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -827912.125000 Penalty: 4388.931641
	Iteration 40F: 3 clusters Score -827912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -827912.125000 Penalty: 4388.931641
	Iteration 41Q: 3 clusters Score -827912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -827913.312500 Penalty: 4388.931641
	Iteration 42Q: 3 clusters Score -827913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -827913.000000 Penalty: 4388.931641
	Iteration 43Q: 3 clusters Score -827913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -827914.375000 Penalty: 4388.931641
	Iteration 44Q: 3 clusters Score -827914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -827915.375000 Penalty: 4388.931641
	Iteration 45Q: 3 clusters Score -827915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -827915.375000 Penalty: 4388.931641
	Iteration 46F: 3 clusters Score -827915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Entering Unmasked Estep 
Score: -19827654.000000 Penalty: 2982.833740
	Iteration 0F: 2 clusters Score -1.982765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -19718094.000000 Penalty: 5965.667480
	Iteration 0F: 3 clusters Score -1.971809e+07 nChanged 79939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -19765018.000000 Penalty: 5965.667480
	Iteration 1F: 3 clusters Score -1.976502e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -19767284.000000 Penalty: 5965.667480
	Iteration 2Q: 3 clusters Score -1.976728e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -19771116.000000 Penalty: 5965.667480
	Iteration 3Q: 3 clusters Score -1.977112e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -19777732.000000 Penalty: 5965.667480
	Iteration 4F: 3 clusters Score -1.977773e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124451 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -19787966.000000 Penalty: 5965.667480
	Iteration 5F: 3 clusters Score -1.978797e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138048 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -19799828.000000 Penalty: 5965.667480
	Iteration 6F: 3 clusters Score -1.979983e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -19810754.000000 Penalty: 5965.667480
	Iteration 7F: 3 clusters Score -1.981075e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158581 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -19818128.000000 Penalty: 5965.667480
	Iteration 8F: 3 clusters Score -1.981813e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -19822496.000000 Penalty: 5965.667480
	Iteration 9Q: 3 clusters Score -1.98225e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -19824188.000000 Penalty: 5965.667480
	Iteration 10Q: 3 clusters Score -1.982419e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166555 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -19824704.000000 Penalty: 5965.667480
	Iteration 11Q: 3 clusters Score -1.98247e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -19824904.000000 Penalty: 5965.667480
	Iteration 12Q: 3 clusters Score -1.98249e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166843 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19825008.000000 Penalty: 5965.667480
	Iteration 13Q: 3 clusters Score -1.982501e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166882 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19825048.000000 Penalty: 5965.667480
	Iteration 14Q: 3 clusters Score -1.982505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166902 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -19825088.000000 Penalty: 5965.667480
	Iteration 15Q: 3 clusters Score -1.982509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19825094.000000 Penalty: 5965.667480
	Iteration 16Q: 3 clusters Score -1.982509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19825106.000000 Penalty: 5965.667480
	Iteration 17Q: 3 clusters Score -1.982511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19825152.000000 Penalty: 5965.667480
	Iteration 18Q: 3 clusters Score -1.982515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166925 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19825154.000000 Penalty: 5965.667480
	Iteration 19Q: 3 clusters Score -1.982515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -19825188.000000 Penalty: 5965.667480
	Iteration 20F: 3 clusters Score -1.982519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166925 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19825196.000000 Penalty: 5965.667480
	Iteration 21Q: 3 clusters Score -1.98252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166926 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -19825208.000000 Penalty: 5965.667480
	Iteration 22Q: 3 clusters Score -1.982521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166925 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19825202.000000 Penalty: 5965.667480
	Iteration 23Q: 3 clusters Score -1.98252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -19825212.000000 Penalty: 5965.667480
	Iteration 24Q: 3 clusters Score -1.982521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19825220.000000 Penalty: 5965.667480
	Iteration 25Q: 3 clusters Score -1.982522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166930 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19825224.000000 Penalty: 5965.667480
	Iteration 26Q: 3 clusters Score -1.982522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166928 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19825232.000000 Penalty: 5965.667480
	Iteration 27Q: 3 clusters Score -1.982523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166928 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19825232.000000 Penalty: 5965.667480
	Iteration 28F: 3 clusters Score -1.982523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111416 members 
Entering Unmasked Estep 
Score: -13353557.000000 Penalty: 2882.014404
	Iteration 0F: 2 clusters Score -1.335356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -13278777.000000 Penalty: 5764.028809
	Iteration 0F: 3 clusters Score -1.327878e+07 nChanged 52985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -13309620.000000 Penalty: 5764.028809
	Iteration 1F: 3 clusters Score -1.330962e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -13310653.000000 Penalty: 5764.028809
	Iteration 2Q: 3 clusters Score -1.331065e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -13311916.000000 Penalty: 5764.028809
	Iteration 3Q: 3 clusters Score -1.331192e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -13314146.000000 Penalty: 5764.028809
	Iteration 4Q: 3 clusters Score -1.331415e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -13317892.000000 Penalty: 5764.028809
	Iteration 5F: 3 clusters Score -1.331789e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -13323934.000000 Penalty: 5764.028809
	Iteration 6F: 3 clusters Score -1.332393e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -13331947.000000 Penalty: 5764.028809
	Iteration 7F: 3 clusters Score -1.333195e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -13339926.000000 Penalty: 5764.028809
	Iteration 8F: 3 clusters Score -1.333993e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -13345550.000000 Penalty: 5764.028809
	Iteration 9F: 3 clusters Score -1.334555e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -13348542.000000 Penalty: 5764.028809
	Iteration 10Q: 3 clusters Score -1.334854e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -13349826.000000 Penalty: 5764.028809
	Iteration 11Q: 3 clusters Score -1.334983e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13350431.000000 Penalty: 5764.028809
	Iteration 12Q: 3 clusters Score -1.335043e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -13350751.000000 Penalty: 5764.028809
	Iteration 13Q: 3 clusters Score -1.335075e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -13350911.000000 Penalty: 5764.028809
	Iteration 14Q: 3 clusters Score -1.335091e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13351050.000000 Penalty: 5764.028809
	Iteration 15Q: 3 clusters Score -1.335105e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -13351108.000000 Penalty: 5764.028809
	Iteration 16Q: 3 clusters Score -1.335111e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109761 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -13351171.000000 Penalty: 5764.028809
	Iteration 17Q: 3 clusters Score -1.335117e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -13351183.000000 Penalty: 5764.028809
	Iteration 18Q: 3 clusters Score -1.335118e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13351211.000000 Penalty: 5764.028809
	Iteration 19Q: 3 clusters Score -1.335121e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13351261.000000 Penalty: 5764.028809
	Iteration 20F: 3 clusters Score -1.335126e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13351300.000000 Penalty: 5764.028809
	Iteration 21Q: 3 clusters Score -1.33513e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13351336.000000 Penalty: 5764.028809
	Iteration 22Q: 3 clusters Score -1.335134e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -13351359.000000 Penalty: 5764.028809
	Iteration 23Q: 3 clusters Score -1.335136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -13351366.000000 Penalty: 5764.028809
	Iteration 24Q: 3 clusters Score -1.335137e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110211 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13351361.000000 Penalty: 5764.028809
	Iteration 25Q: 3 clusters Score -1.335136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13351384.000000 Penalty: 5764.028809
	Iteration 26Q: 3 clusters Score -1.335138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13351386.000000 Penalty: 5764.028809
	Iteration 27Q: 3 clusters Score -1.335139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13351409.000000 Penalty: 5764.028809
	Iteration 28Q: 3 clusters Score -1.335141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13351445.000000 Penalty: 5764.028809
	Iteration 29Q: 3 clusters Score -1.335144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13351467.000000 Penalty: 5764.028809
	Iteration 30Q: 3 clusters Score -1.335147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13351470.000000 Penalty: 5764.028809
	Iteration 31Q: 3 clusters Score -1.335147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110341 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -13351481.000000 Penalty: 5764.028809
	Iteration 32Q: 3 clusters Score -1.335148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13351478.000000 Penalty: 5764.028809
	Iteration 33Q: 3 clusters Score -1.335148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13351490.000000 Penalty: 5764.028809
	Iteration 34Q: 3 clusters Score -1.335149e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13351511.000000 Penalty: 5764.028809
	Iteration 35Q: 3 clusters Score -1.335151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13351522.000000 Penalty: 5764.028809
	Iteration 36Q: 3 clusters Score -1.335152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13351549.000000 Penalty: 5764.028809
	Iteration 37Q: 3 clusters Score -1.335155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -13351557.000000 Penalty: 5764.028809
	Iteration 38Q: 3 clusters Score -1.335156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13351564.000000 Penalty: 5764.028809
	Iteration 39Q: 3 clusters Score -1.335156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13351567.000000 Penalty: 5764.028809
	Iteration 40F: 3 clusters Score -1.335157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13351563.000000 Penalty: 5764.028809
	Iteration 41Q: 3 clusters Score -1.335156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13351574.000000 Penalty: 5764.028809
	Iteration 42Q: 3 clusters Score -1.335157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13351576.000000 Penalty: 5764.028809
	Iteration 43Q: 3 clusters Score -1.335158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13351567.000000 Penalty: 5764.028809
	Iteration 44Q: 3 clusters Score -1.335157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13351581.000000 Penalty: 5764.028809
	Iteration 45Q: 3 clusters Score -1.335158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13351586.000000 Penalty: 5764.028809
	Iteration 46Q: 3 clusters Score -1.335159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13351589.000000 Penalty: 5764.028809
	Iteration 47Q: 3 clusters Score -1.335159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13351587.000000 Penalty: 5764.028809
	Iteration 48Q: 3 clusters Score -1.335159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13351587.000000 Penalty: 5764.028809
	Iteration 49Q: 3 clusters Score -1.335159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13351588.000000 Penalty: 5764.028809
	Iteration 50Q: 3 clusters Score -1.335159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13351586.000000 Penalty: 5764.028809
	Iteration 51Q: 3 clusters Score -1.335159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13351580.000000 Penalty: 5764.028809
	Iteration 52Q: 3 clusters Score -1.335158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13351584.000000 Penalty: 5764.028809
	Iteration 53Q: 3 clusters Score -1.335158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13351584.000000 Penalty: 5764.028809
	Iteration 54F: 3 clusters Score -1.335158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -667698.937500 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -667698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -662534.437500 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -662534.4 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -664072.500000 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -664072.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -664442.687500 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -664442.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -664694.562500 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -664694.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -664877.312500 Penalty: 4326.399414
	Iteration 4Q: 3 clusters Score -664877.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -665061.625000 Penalty: 4326.399414
	Iteration 5Q: 3 clusters Score -665061.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -665262.875000 Penalty: 4326.399414
	Iteration 6Q: 3 clusters Score -665262.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -665497.125000 Penalty: 4326.399414
	Iteration 7Q: 3 clusters Score -665497.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -665798.437500 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -665798.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -666188.625000 Penalty: 4326.399414
	Iteration 9F: 3 clusters Score -666188.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -666622.312500 Penalty: 4326.399414
	Iteration 10F: 3 clusters Score -666622.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -667007.812500 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -667007.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -667287.375000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -667287.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -667499.625000 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -667499.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -667630.812500 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -667630.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -667700.687500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -667700.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -667734.000000 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -667734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -667755.937500 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -667755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -667764.375000 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -667764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -667768.062500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -667768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -667770.187500 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -667770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -667772.125000 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -667772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -667771.937500 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -667771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -667772.062500 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -667772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -667773.625000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -667773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -667773.250000 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -667773.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -667773.250000 Penalty: 4326.399414
	Iteration 26F: 3 clusters Score -667773.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 169398 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 39154 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167302 members 
Mstep: Class 9 contains 111416 members 
Mstep: Class 10 contains 3181 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171599 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 172624 members 
Mstep: Class 23 contains 28122 members 
Mstep: Class 24 contains 10513 members 
Mstep: Class 25 contains 45715 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72963 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14694 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14651 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12449 members 
Mstep: Class 36 contains 2959 members 
Entering Unmasked Estep 
Score: -205567984.000000 Penalty: 128518.421875
Splitting cluster 10 changes total score from -205569216.000000 to -205567984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (113498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Entering Unmasked Estep 
Score: -13467175.000000 Penalty: 2886.606201
	Iteration 0F: 2 clusters Score -1.346718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -13391341.000000 Penalty: 5773.212402
	Iteration 0F: 3 clusters Score -1.339134e+07 nChanged 53816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -13421783.000000 Penalty: 5773.212402
	Iteration 1F: 3 clusters Score -1.342178e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -13422803.000000 Penalty: 5773.212402
	Iteration 2Q: 3 clusters Score -1.34228e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -13423751.000000 Penalty: 5773.212402
	Iteration 3Q: 3 clusters Score -1.342375e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -13424859.000000 Penalty: 5773.212402
	Iteration 4Q: 3 clusters Score -1.342486e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -13426230.000000 Penalty: 5773.212402
	Iteration 5Q: 3 clusters Score -1.342623e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -13428041.000000 Penalty: 5773.212402
	Iteration 6Q: 3 clusters Score -1.342804e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -13430446.000000 Penalty: 5773.212402
	Iteration 7Q: 3 clusters Score -1.343045e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -13433225.000000 Penalty: 5773.212402
	Iteration 8Q: 3 clusters Score -1.343322e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -13436499.000000 Penalty: 5773.212402
	Iteration 9F: 3 clusters Score -1.34365e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -13440241.000000 Penalty: 5773.212402
	Iteration 10F: 3 clusters Score -1.344024e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -13443849.000000 Penalty: 5773.212402
	Iteration 11F: 3 clusters Score -1.344385e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -13446517.000000 Penalty: 5773.212402
	Iteration 12Q: 3 clusters Score -1.344652e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -13448070.000000 Penalty: 5773.212402
	Iteration 13Q: 3 clusters Score -1.344807e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -13448988.000000 Penalty: 5773.212402
	Iteration 14Q: 3 clusters Score -1.344899e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -13449554.000000 Penalty: 5773.212402
	Iteration 15Q: 3 clusters Score -1.344955e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -13450208.000000 Penalty: 5773.212402
	Iteration 16Q: 3 clusters Score -1.345021e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -13450814.000000 Penalty: 5773.212402
	Iteration 17Q: 3 clusters Score -1.345081e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -13451444.000000 Penalty: 5773.212402
	Iteration 18Q: 3 clusters Score -1.345144e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -13452245.000000 Penalty: 5773.212402
	Iteration 19Q: 3 clusters Score -1.345224e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -13453117.000000 Penalty: 5773.212402
	Iteration 20F: 3 clusters Score -1.345312e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -13454119.000000 Penalty: 5773.212402
	Iteration 21Q: 3 clusters Score -1.345412e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -13455166.000000 Penalty: 5773.212402
	Iteration 22Q: 3 clusters Score -1.345517e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -13456334.000000 Penalty: 5773.212402
	Iteration 23Q: 3 clusters Score -1.345633e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
Score: -13457598.000000 Penalty: 5773.212402
	Iteration 24Q: 3 clusters Score -1.34576e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 101798 members 
Entering Unmasked Estep 
Score: -13458784.000000 Penalty: 5773.212402
	Iteration 25Q: 3 clusters Score -1.345878e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -13459894.000000 Penalty: 5773.212402
	Iteration 26Q: 3 clusters Score -1.345989e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -13460939.000000 Penalty: 5773.212402
	Iteration 27Q: 3 clusters Score -1.346094e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 106660 members 
Entering Unmasked Estep 
Score: -13461800.000000 Penalty: 5773.212402
	Iteration 28Q: 3 clusters Score -1.34618e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -13462519.000000 Penalty: 5773.212402
	Iteration 29Q: 3 clusters Score -1.346252e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -13463060.000000 Penalty: 5773.212402
	Iteration 30Q: 3 clusters Score -1.346306e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 109406 members 
Entering Unmasked Estep 
Score: -13463499.000000 Penalty: 5773.212402
	Iteration 31Q: 3 clusters Score -1.34635e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -13463798.000000 Penalty: 5773.212402
	Iteration 32Q: 3 clusters Score -1.34638e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 110362 members 
Entering Unmasked Estep 
Score: -13463968.000000 Penalty: 5773.212402
	Iteration 33Q: 3 clusters Score -1.346397e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -13464135.000000 Penalty: 5773.212402
	Iteration 34Q: 3 clusters Score -1.346414e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -13464321.000000 Penalty: 5773.212402
	Iteration 35Q: 3 clusters Score -1.346432e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -13464429.000000 Penalty: 5773.212402
	Iteration 36Q: 3 clusters Score -1.346443e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 111322 members 
Entering Unmasked Estep 
Score: -13464510.000000 Penalty: 5773.212402
	Iteration 37Q: 3 clusters Score -1.346451e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 111448 members 
Entering Unmasked Estep 
Score: -13464551.000000 Penalty: 5773.212402
	Iteration 38Q: 3 clusters Score -1.346455e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -13464581.000000 Penalty: 5773.212402
	Iteration 39Q: 3 clusters Score -1.346458e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 111621 members 
Entering Unmasked Estep 
Score: -13464593.000000 Penalty: 5773.212402
	Iteration 40F: 3 clusters Score -1.346459e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -13464610.000000 Penalty: 5773.212402
	Iteration 41Q: 3 clusters Score -1.346461e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 111770 members 
Entering Unmasked Estep 
Score: -13464606.000000 Penalty: 5773.212402
	Iteration 42Q: 3 clusters Score -1.346461e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -13464625.000000 Penalty: 5773.212402
	Iteration 43Q: 3 clusters Score -1.346462e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 111852 members 
Entering Unmasked Estep 
Score: -13464637.000000 Penalty: 5773.212402
	Iteration 44Q: 3 clusters Score -1.346464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -13464622.000000 Penalty: 5773.212402
	Iteration 45Q: 3 clusters Score -1.346462e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -13464647.000000 Penalty: 5773.212402
	Iteration 46Q: 3 clusters Score -1.346465e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -13464668.000000 Penalty: 5773.212402
	Iteration 47Q: 3 clusters Score -1.346467e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -13464691.000000 Penalty: 5773.212402
	Iteration 48Q: 3 clusters Score -1.346469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -13464712.000000 Penalty: 5773.212402
	Iteration 49Q: 3 clusters Score -1.346471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 112060 members 
Entering Unmasked Estep 
Score: -13464717.000000 Penalty: 5773.212402
	Iteration 50Q: 3 clusters Score -1.346472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 112076 members 
Entering Unmasked Estep 
Score: -13464724.000000 Penalty: 5773.212402
	Iteration 51Q: 3 clusters Score -1.346472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -13464732.000000 Penalty: 5773.212402
	Iteration 52Q: 3 clusters Score -1.346473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 112103 members 
Entering Unmasked Estep 
Score: -13464740.000000 Penalty: 5773.212402
	Iteration 53Q: 3 clusters Score -1.346474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -13464757.000000 Penalty: 5773.212402
	Iteration 54Q: 3 clusters Score -1.346476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -13464745.000000 Penalty: 5773.212402
	Iteration 55Q: 3 clusters Score -1.346474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 112119 members 
Entering Unmasked Estep 
Score: -13464745.000000 Penalty: 5773.212402
	Iteration 56Q: 3 clusters Score -1.346474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -13464752.000000 Penalty: 5773.212402
	Iteration 57Q: 3 clusters Score -1.346475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 112128 members 
Entering Unmasked Estep 
Score: -13464766.000000 Penalty: 5773.212402
	Iteration 58Q: 3 clusters Score -1.346477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 112134 members 
Entering Unmasked Estep 
Score: -13464757.000000 Penalty: 5773.212402
	Iteration 59Q: 3 clusters Score -1.346476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -13464771.000000 Penalty: 5773.212402
	Iteration 60F: 3 clusters Score -1.346477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 112140 members 
Entering Unmasked Estep 
Score: -13464776.000000 Penalty: 5773.212402
	Iteration 61Q: 3 clusters Score -1.346478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -13464766.000000 Penalty: 5773.212402
	Iteration 62Q: 3 clusters Score -1.346477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -13464758.000000 Penalty: 5773.212402
	Iteration 63Q: 3 clusters Score -1.346476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -13464765.000000 Penalty: 5773.212402
	Iteration 64Q: 3 clusters Score -1.346476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -13464762.000000 Penalty: 5773.212402
	Iteration 65Q: 3 clusters Score -1.346476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 112149 members 
Entering Unmasked Estep 
Score: -13464767.000000 Penalty: 5773.212402
	Iteration 66Q: 3 clusters Score -1.346477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -13464763.000000 Penalty: 5773.212402
	Iteration 67Q: 3 clusters Score -1.346476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 112157 members 
Entering Unmasked Estep 
Score: -13464746.000000 Penalty: 5773.212402
	Iteration 68Q: 3 clusters Score -1.346475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 112160 members 
Entering Unmasked Estep 
Score: -13464753.000000 Penalty: 5773.212402
	Iteration 69Q: 3 clusters Score -1.346475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 112165 members 
Entering Unmasked Estep 
Score: -13464763.000000 Penalty: 5773.212402
	Iteration 70Q: 3 clusters Score -1.346476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 112178 members 
Entering Unmasked Estep 
Score: -13464770.000000 Penalty: 5773.212402
	Iteration 71Q: 3 clusters Score -1.346477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -13464768.000000 Penalty: 5773.212402
	Iteration 72Q: 3 clusters Score -1.346477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 112197 members 
Entering Unmasked Estep 
Score: -13464776.000000 Penalty: 5773.212402
	Iteration 73Q: 3 clusters Score -1.346478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -13464783.000000 Penalty: 5773.212402
	Iteration 74Q: 3 clusters Score -1.346478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -13464774.000000 Penalty: 5773.212402
	Iteration 75Q: 3 clusters Score -1.346477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -13464769.000000 Penalty: 5773.212402
	Iteration 76Q: 3 clusters Score -1.346477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 112209 members 
Entering Unmasked Estep 
Score: -13464764.000000 Penalty: 5773.212402
	Iteration 77Q: 3 clusters Score -1.346476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -13464765.000000 Penalty: 5773.212402
	Iteration 78Q: 3 clusters Score -1.346476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 112216 members 
Entering Unmasked Estep 
Score: -13464777.000000 Penalty: 5773.212402
	Iteration 79Q: 3 clusters Score -1.346478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -13464776.000000 Penalty: 5773.212402
	Iteration 80F: 3 clusters Score -1.346478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -13464789.000000 Penalty: 5773.212402
	Iteration 81Q: 3 clusters Score -1.346479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -13464781.000000 Penalty: 5773.212402
	Iteration 82Q: 3 clusters Score -1.346478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -13464784.000000 Penalty: 5773.212402
	Iteration 83Q: 3 clusters Score -1.346478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
Score: -13464776.000000 Penalty: 5773.212402
	Iteration 84Q: 3 clusters Score -1.346478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 112238 members 
Entering Unmasked Estep 
Score: -13464785.000000 Penalty: 5773.212402
	Iteration 85Q: 3 clusters Score -1.346478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 112242 members 
Entering Unmasked Estep 
Score: -13464787.000000 Penalty: 5773.212402
	Iteration 86Q: 3 clusters Score -1.346479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 112243 members 
Entering Unmasked Estep 
Score: -13464785.000000 Penalty: 5773.212402
	Iteration 87Q: 3 clusters Score -1.346478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -13464793.000000 Penalty: 5773.212402
	Iteration 88Q: 3 clusters Score -1.346479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -13464795.000000 Penalty: 5773.212402
	Iteration 89Q: 3 clusters Score -1.34648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 112249 members 
Entering Unmasked Estep 
Score: -13464802.000000 Penalty: 5773.212402
	Iteration 90Q: 3 clusters Score -1.34648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -13464803.000000 Penalty: 5773.212402
	Iteration 91Q: 3 clusters Score -1.34648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -13464803.000000 Penalty: 5773.212402
	Iteration 92F: 3 clusters Score -1.34648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (259019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259019 members 
Entering Unmasked Estep 
Score: -30341054.000000 Penalty: 3091.234863
	Iteration 0F: 2 clusters Score -3.034105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129630 members 
Mstep: Class 2 contains 129389 members 
Entering Unmasked Estep 
Score: -30167422.000000 Penalty: 6182.469727
	Iteration 0F: 3 clusters Score -3.016742e+07 nChanged 125323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133757 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -30241318.000000 Penalty: 6182.469727
	Iteration 1F: 3 clusters Score -3.024132e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136446 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -30242856.000000 Penalty: 6182.469727
	Iteration 2Q: 3 clusters Score -3.024286e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -30244974.000000 Penalty: 6182.469727
	Iteration 3Q: 3 clusters Score -3.024497e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147283 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -30248006.000000 Penalty: 6182.469727
	Iteration 4Q: 3 clusters Score -3.024801e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -30253236.000000 Penalty: 6182.469727
	Iteration 5Q: 3 clusters Score -3.025324e+07 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -30261580.000000 Penalty: 6182.469727
	Iteration 6F: 3 clusters Score -3.026158e+07 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188966 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -30275194.000000 Penalty: 6182.469727
	Iteration 7F: 3 clusters Score -3.027519e+07 nChanged 21263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209955 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -30292804.000000 Penalty: 6182.469727
	Iteration 8F: 3 clusters Score -3.02928e+07 nChanged 20199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230092 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -30311126.000000 Penalty: 6182.469727
	Iteration 9F: 3 clusters Score -3.031113e+07 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245283 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -30325890.000000 Penalty: 6182.469727
	Iteration 10F: 3 clusters Score -3.032589e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253709 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -30334000.000000 Penalty: 6182.469727
	Iteration 11Q: 3 clusters Score -3.0334e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257085 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -30337086.000000 Penalty: 6182.469727
	Iteration 12Q: 3 clusters Score -3.033709e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258156 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -30338216.000000 Penalty: 6182.469727
	Iteration 13Q: 3 clusters Score -3.033822e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258438 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -30338524.000000 Penalty: 6182.469727
	Iteration 14Q: 3 clusters Score -3.033852e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258509 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -30338708.000000 Penalty: 6182.469727
	Iteration 15Q: 3 clusters Score -3.033871e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258527 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -30338806.000000 Penalty: 6182.469727
	Iteration 16Q: 3 clusters Score -3.033881e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258527 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -30338862.000000 Penalty: 6182.469727
	Iteration 17Q: 3 clusters Score -3.033886e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258526 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -30338874.000000 Penalty: 6182.469727
	Iteration 18Q: 3 clusters Score -3.033887e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258522 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -30338910.000000 Penalty: 6182.469727
	Iteration 19Q: 3 clusters Score -3.033891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258522 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -30338950.000000 Penalty: 6182.469727
	Iteration 20F: 3 clusters Score -3.033895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258521 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -30338960.000000 Penalty: 6182.469727
	Iteration 21Q: 3 clusters Score -3.033896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258511 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30339000.000000 Penalty: 6182.469727
	Iteration 22Q: 3 clusters Score -3.0339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258505 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -30339010.000000 Penalty: 6182.469727
	Iteration 23Q: 3 clusters Score -3.033901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258498 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30339000.000000 Penalty: 6182.469727
	Iteration 24Q: 3 clusters Score -3.0339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258500 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -30339004.000000 Penalty: 6182.469727
	Iteration 25Q: 3 clusters Score -3.0339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258498 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30339016.000000 Penalty: 6182.469727
	Iteration 26Q: 3 clusters Score -3.033902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258498 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30339024.000000 Penalty: 6182.469727
	Iteration 27Q: 3 clusters Score -3.033902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258495 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -30339030.000000 Penalty: 6182.469727
	Iteration 28Q: 3 clusters Score -3.033903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258492 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -30339024.000000 Penalty: 6182.469727
	Iteration 29Q: 3 clusters Score -3.033902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258492 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -30339034.000000 Penalty: 6182.469727
	Iteration 30Q: 3 clusters Score -3.033903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258488 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -30339020.000000 Penalty: 6182.469727
	Iteration 31Q: 3 clusters Score -3.033902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258484 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30339032.000000 Penalty: 6182.469727
	Iteration 32Q: 3 clusters Score -3.033903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258484 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30339040.000000 Penalty: 6182.469727
	Iteration 33Q: 3 clusters Score -3.033904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258483 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -30339034.000000 Penalty: 6182.469727
	Iteration 34Q: 3 clusters Score -3.033903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258483 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -30339034.000000 Penalty: 6182.469727
	Iteration 35F: 3 clusters Score -3.033903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Entering Unmasked Estep 
Score: -3609317.000000 Penalty: 2577.004395
	Iteration 0F: 2 clusters Score -3609317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3587144.250000 Penalty: 5154.008789
	Iteration 0F: 3 clusters Score -3587144 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3595424.500000 Penalty: 5154.008789
	Iteration 1F: 3 clusters Score -3595424 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3596519.000000 Penalty: 5154.008789
	Iteration 2F: 3 clusters Score -3596519 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3597882.250000 Penalty: 5154.008789
	Iteration 3F: 3 clusters Score -3597882 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3599368.250000 Penalty: 5154.008789
	Iteration 4F: 3 clusters Score -3599368 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3601036.000000 Penalty: 5154.008789
	Iteration 5F: 3 clusters Score -3601036 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3602836.500000 Penalty: 5154.008789
	Iteration 6F: 3 clusters Score -3602836 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3604429.250000 Penalty: 5154.008789
	Iteration 7F: 3 clusters Score -3604429 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3605383.750000 Penalty: 5154.008789
	Iteration 8Q: 3 clusters Score -3605384 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3605950.750000 Penalty: 5154.008789
	Iteration 9Q: 3 clusters Score -3605951 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3606285.250000 Penalty: 5154.008789
	Iteration 10Q: 3 clusters Score -3606285 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3606531.250000 Penalty: 5154.008789
	Iteration 11Q: 3 clusters Score -3606531 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3606779.750000 Penalty: 5154.008789
	Iteration 12Q: 3 clusters Score -3606780 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3607016.750000 Penalty: 5154.008789
	Iteration 13Q: 3 clusters Score -3607017 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3607277.250000 Penalty: 5154.008789
	Iteration 14Q: 3 clusters Score -3607277 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3607553.500000 Penalty: 5154.008789
	Iteration 15Q: 3 clusters Score -3607554 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3607843.250000 Penalty: 5154.008789
	Iteration 16Q: 3 clusters Score -3607843 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3608069.250000 Penalty: 5154.008789
	Iteration 17Q: 3 clusters Score -3608069 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3608224.750000 Penalty: 5154.008789
	Iteration 18Q: 3 clusters Score -3608225 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3608360.250000 Penalty: 5154.008789
	Iteration 19Q: 3 clusters Score -3608360 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3608422.000000 Penalty: 5154.008789
	Iteration 20F: 3 clusters Score -3608422 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3608491.000000 Penalty: 5154.008789
	Iteration 21Q: 3 clusters Score -3608491 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3608545.000000 Penalty: 5154.008789
	Iteration 22Q: 3 clusters Score -3608545 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3608585.750000 Penalty: 5154.008789
	Iteration 23Q: 3 clusters Score -3608586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3608611.500000 Penalty: 5154.008789
	Iteration 24Q: 3 clusters Score -3608612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3608634.000000 Penalty: 5154.008789
	Iteration 25Q: 3 clusters Score -3608634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3608661.000000 Penalty: 5154.008789
	Iteration 26Q: 3 clusters Score -3608661 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3608689.000000 Penalty: 5154.008789
	Iteration 27Q: 3 clusters Score -3608689 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3608720.500000 Penalty: 5154.008789
	Iteration 28Q: 3 clusters Score -3608720 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3608722.250000 Penalty: 5154.008789
	Iteration 29Q: 3 clusters Score -3608722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3608741.500000 Penalty: 5154.008789
	Iteration 30Q: 3 clusters Score -3608742 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3608764.000000 Penalty: 5154.008789
	Iteration 31Q: 3 clusters Score -3608764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3608789.500000 Penalty: 5154.008789
	Iteration 32Q: 3 clusters Score -3608790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3608800.250000 Penalty: 5154.008789
	Iteration 33Q: 3 clusters Score -3608800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3608818.250000 Penalty: 5154.008789
	Iteration 34Q: 3 clusters Score -3608818 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3608846.000000 Penalty: 5154.008789
	Iteration 35Q: 3 clusters Score -3608846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3608864.750000 Penalty: 5154.008789
	Iteration 36Q: 3 clusters Score -3608865 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3608866.250000 Penalty: 5154.008789
	Iteration 37Q: 3 clusters Score -3608866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3608896.500000 Penalty: 5154.008789
	Iteration 38Q: 3 clusters Score -3608896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3608921.250000 Penalty: 5154.008789
	Iteration 39Q: 3 clusters Score -3608921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3608949.000000 Penalty: 5154.008789
	Iteration 40F: 3 clusters Score -3608949 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3608976.750000 Penalty: 5154.008789
	Iteration 41Q: 3 clusters Score -3608977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3609005.500000 Penalty: 5154.008789
	Iteration 42Q: 3 clusters Score -3609006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3609038.000000 Penalty: 5154.008789
	Iteration 43Q: 3 clusters Score -3609038 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3609087.750000 Penalty: 5154.008789
	Iteration 44Q: 3 clusters Score -3609088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3609144.750000 Penalty: 5154.008789
	Iteration 45Q: 3 clusters Score -3609145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3609201.000000 Penalty: 5154.008789
	Iteration 46Q: 3 clusters Score -3609201 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3609252.250000 Penalty: 5154.008789
	Iteration 47Q: 3 clusters Score -3609252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3609283.000000 Penalty: 5154.008789
	Iteration 48Q: 3 clusters Score -3609283 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3609321.750000 Penalty: 5154.008789
	Iteration 49Q: 3 clusters Score -3609322 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3609358.250000 Penalty: 5154.008789
	Iteration 50Q: 3 clusters Score -3609358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3609403.750000 Penalty: 5154.008789
	Iteration 51Q: 3 clusters Score -3609404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3609440.750000 Penalty: 5154.008789
	Iteration 52Q: 3 clusters Score -3609441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3609457.250000 Penalty: 5154.008789
	Iteration 53Q: 3 clusters Score -3609457 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3609484.500000 Penalty: 5154.008789
	Iteration 54Q: 3 clusters Score -3609484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3609495.500000 Penalty: 5154.008789
	Iteration 55Q: 3 clusters Score -3609496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3609494.000000 Penalty: 5154.008789
	Iteration 56Q: 3 clusters Score -3609494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3609506.500000 Penalty: 5154.008789
	Iteration 57Q: 3 clusters Score -3609506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3609500.500000 Penalty: 5154.008789
	Iteration 58Q: 3 clusters Score -3609500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3609521.250000 Penalty: 5154.008789
	Iteration 59Q: 3 clusters Score -3609521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3609526.500000 Penalty: 5154.008789
	Iteration 60F: 3 clusters Score -3609526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3609533.500000 Penalty: 5154.008789
	Iteration 61Q: 3 clusters Score -3609534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3609550.000000 Penalty: 5154.008789
	Iteration 62Q: 3 clusters Score -3609550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3609546.750000 Penalty: 5154.008789
	Iteration 63Q: 3 clusters Score -3609547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3609554.250000 Penalty: 5154.008789
	Iteration 64Q: 3 clusters Score -3609554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3609558.250000 Penalty: 5154.008789
	Iteration 65Q: 3 clusters Score -3609558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3609572.750000 Penalty: 5154.008789
	Iteration 66Q: 3 clusters Score -3609573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3609572.750000 Penalty: 5154.008789
	Iteration 67Q: 3 clusters Score -3609573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3609585.000000 Penalty: 5154.008789
	Iteration 68Q: 3 clusters Score -3609585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3609586.000000 Penalty: 5154.008789
	Iteration 69Q: 3 clusters Score -3609586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3609588.500000 Penalty: 5154.008789
	Iteration 70Q: 3 clusters Score -3609588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3609592.750000 Penalty: 5154.008789
	Iteration 71Q: 3 clusters Score -3609593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3609595.000000 Penalty: 5154.008789
	Iteration 72Q: 3 clusters Score -3609595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3609591.250000 Penalty: 5154.008789
	Iteration 73Q: 3 clusters Score -3609591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3609596.000000 Penalty: 5154.008789
	Iteration 74Q: 3 clusters Score -3609596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3609593.500000 Penalty: 5154.008789
	Iteration 75Q: 3 clusters Score -3609594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3609596.500000 Penalty: 5154.008789
	Iteration 76Q: 3 clusters Score -3609596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3609597.250000 Penalty: 5154.008789
	Iteration 77Q: 3 clusters Score -3609597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3609604.000000 Penalty: 5154.008789
	Iteration 78Q: 3 clusters Score -3609604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3609608.500000 Penalty: 5154.008789
	Iteration 79Q: 3 clusters Score -3609608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3609602.750000 Penalty: 5154.008789
	Iteration 80F: 3 clusters Score -3609603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3609606.750000 Penalty: 5154.008789
	Iteration 81Q: 3 clusters Score -3609607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3609600.250000 Penalty: 5154.008789
	Iteration 82Q: 3 clusters Score -3609600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3609598.250000 Penalty: 5154.008789
	Iteration 83Q: 3 clusters Score -3609598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3609597.250000 Penalty: 5154.008789
	Iteration 84Q: 3 clusters Score -3609597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3609596.250000 Penalty: 5154.008789
	Iteration 85Q: 3 clusters Score -3609596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3609598.750000 Penalty: 5154.008789
	Iteration 86Q: 3 clusters Score -3609599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3609603.750000 Penalty: 5154.008789
	Iteration 87Q: 3 clusters Score -3609604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3609605.000000 Penalty: 5154.008789
	Iteration 88Q: 3 clusters Score -3609605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3609608.000000 Penalty: 5154.008789
	Iteration 89Q: 3 clusters Score -3609608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3609610.500000 Penalty: 5154.008789
	Iteration 90Q: 3 clusters Score -3609610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3609618.000000 Penalty: 5154.008789
	Iteration 91Q: 3 clusters Score -3609618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3609619.500000 Penalty: 5154.008789
	Iteration 92Q: 3 clusters Score -3609620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3609616.000000 Penalty: 5154.008789
	Iteration 93Q: 3 clusters Score -3609616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3609616.500000 Penalty: 5154.008789
	Iteration 94Q: 3 clusters Score -3609616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3609615.000000 Penalty: 5154.008789
	Iteration 95Q: 3 clusters Score -3609615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3609620.000000 Penalty: 5154.008789
	Iteration 96Q: 3 clusters Score -3609620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3609618.500000 Penalty: 5154.008789
	Iteration 97Q: 3 clusters Score -3609618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3609620.500000 Penalty: 5154.008789
	Iteration 98Q: 3 clusters Score -3609620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3609620.250000 Penalty: 5154.008789
	Iteration 99Q: 3 clusters Score -3609620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3609619.750000 Penalty: 5154.008789
	Iteration 100F: 3 clusters Score -3609620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3609624.500000 Penalty: 5154.008789
	Iteration 101Q: 3 clusters Score -3609624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3609628.000000 Penalty: 5154.008789
	Iteration 102Q: 3 clusters Score -3609628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3609628.000000 Penalty: 5154.008789
	Iteration 103F: 3 clusters Score -3609628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 169398 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 39154 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167302 members 
Mstep: Class 9 contains 111416 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 28099 members 
Mstep: Class 14 contains 171599 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 172624 members 
Mstep: Class 23 contains 28122 members 
Mstep: Class 24 contains 10513 members 
Mstep: Class 25 contains 45715 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72963 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14694 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14651 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12449 members 
Mstep: Class 36 contains 4471 members 
Entering Unmasked Estep 
Score: -205568096.000000 Penalty: 128518.421875
Splitting cluster 13 changes total score from -205569216.000000 to -205568096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (171599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Entering Unmasked Estep 
Score: -20765446.000000 Penalty: 2989.123047
	Iteration 0F: 2 clusters Score -2.076545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -20657676.000000 Penalty: 5978.246094
	Iteration 0F: 3 clusters Score -2.065768e+07 nChanged 82287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -20705976.000000 Penalty: 5978.246094
	Iteration 1F: 3 clusters Score -2.070598e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -20707940.000000 Penalty: 5978.246094
	Iteration 2Q: 3 clusters Score -2.070794e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -20711118.000000 Penalty: 5978.246094
	Iteration 3Q: 3 clusters Score -2.071112e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114853 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -20717438.000000 Penalty: 5978.246094
	Iteration 4F: 3 clusters Score -2.071744e+07 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -20728618.000000 Penalty: 5978.246094
	Iteration 5F: 3 clusters Score -2.072862e+07 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -20743666.000000 Penalty: 5978.246094
	Iteration 6F: 3 clusters Score -2.074367e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158701 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -20754274.000000 Penalty: 5978.246094
	Iteration 7F: 3 clusters Score -2.075427e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -20759574.000000 Penalty: 5978.246094
	Iteration 8Q: 3 clusters Score -2.075957e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169519 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20761734.000000 Penalty: 5978.246094
	Iteration 9Q: 3 clusters Score -2.076173e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20762406.000000 Penalty: 5978.246094
	Iteration 10Q: 3 clusters Score -2.076241e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20762722.000000 Penalty: 5978.246094
	Iteration 11Q: 3 clusters Score -2.076272e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20762790.000000 Penalty: 5978.246094
	Iteration 12Q: 3 clusters Score -2.076279e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171108 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20762850.000000 Penalty: 5978.246094
	Iteration 13Q: 3 clusters Score -2.076285e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171139 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20762902.000000 Penalty: 5978.246094
	Iteration 14Q: 3 clusters Score -2.07629e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20762918.000000 Penalty: 5978.246094
	Iteration 15Q: 3 clusters Score -2.076292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20762922.000000 Penalty: 5978.246094
	Iteration 16Q: 3 clusters Score -2.076292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20762938.000000 Penalty: 5978.246094
	Iteration 17Q: 3 clusters Score -2.076294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -20762964.000000 Penalty: 5978.246094
	Iteration 18Q: 3 clusters Score -2.076296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171185 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20762994.000000 Penalty: 5978.246094
	Iteration 19Q: 3 clusters Score -2.076299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20763012.000000 Penalty: 5978.246094
	Iteration 20F: 3 clusters Score -2.076301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20763016.000000 Penalty: 5978.246094
	Iteration 21Q: 3 clusters Score -2.076302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20763018.000000 Penalty: 5978.246094
	Iteration 22Q: 3 clusters Score -2.076302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -20763036.000000 Penalty: 5978.246094
	Iteration 23Q: 3 clusters Score -2.076304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20763034.000000 Penalty: 5978.246094
	Iteration 24Q: 3 clusters Score -2.076303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20763034.000000 Penalty: 5978.246094
	Iteration 25F: 3 clusters Score -2.076303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1938591.250000 Penalty: 2416.822998
	Iteration 0F: 2 clusters Score -1938591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1926497.375000 Penalty: 4833.645996
	Iteration 0F: 3 clusters Score -1926497 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1930489.750000 Penalty: 4833.645996
	Iteration 1F: 3 clusters Score -1930490 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1930912.500000 Penalty: 4833.645996
	Iteration 2F: 3 clusters Score -1930912 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1931290.375000 Penalty: 4833.645996
	Iteration 3Q: 3 clusters Score -1931290 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1931721.750000 Penalty: 4833.645996
	Iteration 4Q: 3 clusters Score -1931722 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1932261.500000 Penalty: 4833.645996
	Iteration 5F: 3 clusters Score -1932262 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1933002.375000 Penalty: 4833.645996
	Iteration 6F: 3 clusters Score -1933002 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1933764.875000 Penalty: 4833.645996
	Iteration 7F: 3 clusters Score -1933765 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1934573.125000 Penalty: 4833.645996
	Iteration 8F: 3 clusters Score -1934573 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1935250.125000 Penalty: 4833.645996
	Iteration 9Q: 3 clusters Score -1935250 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1935764.875000 Penalty: 4833.645996
	Iteration 10Q: 3 clusters Score -1935765 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1936126.625000 Penalty: 4833.645996
	Iteration 11Q: 3 clusters Score -1936127 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1936363.500000 Penalty: 4833.645996
	Iteration 12Q: 3 clusters Score -1936364 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1936524.375000 Penalty: 4833.645996
	Iteration 13Q: 3 clusters Score -1936524 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1936608.250000 Penalty: 4833.645996
	Iteration 14Q: 3 clusters Score -1936608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1936650.875000 Penalty: 4833.645996
	Iteration 15Q: 3 clusters Score -1936651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1936685.875000 Penalty: 4833.645996
	Iteration 16Q: 3 clusters Score -1936686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1936708.125000 Penalty: 4833.645996
	Iteration 17Q: 3 clusters Score -1936708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1936725.750000 Penalty: 4833.645996
	Iteration 18Q: 3 clusters Score -1936726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1936733.500000 Penalty: 4833.645996
	Iteration 19Q: 3 clusters Score -1936734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1936744.125000 Penalty: 4833.645996
	Iteration 20F: 3 clusters Score -1936744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1936748.250000 Penalty: 4833.645996
	Iteration 21Q: 3 clusters Score -1936748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1936751.250000 Penalty: 4833.645996
	Iteration 22Q: 3 clusters Score -1936751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1936752.250000 Penalty: 4833.645996
	Iteration 23Q: 3 clusters Score -1936752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1936756.125000 Penalty: 4833.645996
	Iteration 24Q: 3 clusters Score -1936756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1936758.875000 Penalty: 4833.645996
	Iteration 25Q: 3 clusters Score -1936759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1936758.875000 Penalty: 4833.645996
	Iteration 26Q: 3 clusters Score -1936759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1936761.375000 Penalty: 4833.645996
	Iteration 27Q: 3 clusters Score -1936761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1936762.625000 Penalty: 4833.645996
	Iteration 28Q: 3 clusters Score -1936763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1936762.750000 Penalty: 4833.645996
	Iteration 29Q: 3 clusters Score -1936763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1936763.250000 Penalty: 4833.645996
	Iteration 30Q: 3 clusters Score -1936763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1936766.875000 Penalty: 4833.645996
	Iteration 31Q: 3 clusters Score -1936767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1936767.125000 Penalty: 4833.645996
	Iteration 32Q: 3 clusters Score -1936767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1936767.125000 Penalty: 4833.645996
	Iteration 33F: 3 clusters Score -1936767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Entering Unmasked Estep 
Score: -3289557.750000 Penalty: 2526.257324
	Iteration 0F: 2 clusters Score -3289558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3271081.500000 Penalty: 5052.514648
	Iteration 0F: 3 clusters Score -3271082 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3277801.500000 Penalty: 5052.514648
	Iteration 1F: 3 clusters Score -3277802 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3278221.750000 Penalty: 5052.514648
	Iteration 2Q: 3 clusters Score -3278222 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3278573.250000 Penalty: 5052.514648
	Iteration 3Q: 3 clusters Score -3278573 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3278927.500000 Penalty: 5052.514648
	Iteration 4Q: 3 clusters Score -3278928 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3279276.500000 Penalty: 5052.514648
	Iteration 5Q: 3 clusters Score -3279276 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3279654.000000 Penalty: 5052.514648
	Iteration 6Q: 3 clusters Score -3279654 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3280060.500000 Penalty: 5052.514648
	Iteration 7Q: 3 clusters Score -3280060 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3280592.250000 Penalty: 5052.514648
	Iteration 8Q: 3 clusters Score -3280592 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3281284.250000 Penalty: 5052.514648
	Iteration 9Q: 3 clusters Score -3281284 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3282093.500000 Penalty: 5052.514648
	Iteration 10Q: 3 clusters Score -3282094 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3283053.000000 Penalty: 5052.514648
	Iteration 11F: 3 clusters Score -3283053 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3284049.000000 Penalty: 5052.514648
	Iteration 12Q: 3 clusters Score -3284049 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3284969.000000 Penalty: 5052.514648
	Iteration 13Q: 3 clusters Score -3284969 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3285666.750000 Penalty: 5052.514648
	Iteration 14Q: 3 clusters Score -3285667 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3286213.250000 Penalty: 5052.514648
	Iteration 15Q: 3 clusters Score -3286213 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3286569.750000 Penalty: 5052.514648
	Iteration 16Q: 3 clusters Score -3286570 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3286844.250000 Penalty: 5052.514648
	Iteration 17Q: 3 clusters Score -3286844 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3287041.750000 Penalty: 5052.514648
	Iteration 18Q: 3 clusters Score -3287042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3287137.750000 Penalty: 5052.514648
	Iteration 19Q: 3 clusters Score -3287138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3287210.500000 Penalty: 5052.514648
	Iteration 20F: 3 clusters Score -3287210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3287247.500000 Penalty: 5052.514648
	Iteration 21Q: 3 clusters Score -3287248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3287281.750000 Penalty: 5052.514648
	Iteration 22Q: 3 clusters Score -3287282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3287321.250000 Penalty: 5052.514648
	Iteration 23Q: 3 clusters Score -3287321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3287335.500000 Penalty: 5052.514648
	Iteration 24Q: 3 clusters Score -3287336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3287347.500000 Penalty: 5052.514648
	Iteration 25Q: 3 clusters Score -3287348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3287356.000000 Penalty: 5052.514648
	Iteration 26Q: 3 clusters Score -3287356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3287359.250000 Penalty: 5052.514648
	Iteration 27Q: 3 clusters Score -3287359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3287362.500000 Penalty: 5052.514648
	Iteration 28Q: 3 clusters Score -3287362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3287364.000000 Penalty: 5052.514648
	Iteration 29Q: 3 clusters Score -3287364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3287366.000000 Penalty: 5052.514648
	Iteration 30Q: 3 clusters Score -3287366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3287367.750000 Penalty: 5052.514648
	Iteration 31Q: 3 clusters Score -3287368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3287369.000000 Penalty: 5052.514648
	Iteration 32Q: 3 clusters Score -3287369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3287370.250000 Penalty: 5052.514648
	Iteration 33Q: 3 clusters Score -3287370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3287370.250000 Penalty: 5052.514648
	Iteration 34F: 3 clusters Score -3287370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Entering Unmasked Estep 
Score: -9655452.000000 Penalty: 2804.408936
	Iteration 0F: 2 clusters Score -9655452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -9601186.000000 Penalty: 5608.817871
	Iteration 0F: 3 clusters Score -9601186 nChanged 38286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -9622924.000000 Penalty: 5608.817871
	Iteration 1F: 3 clusters Score -9622924 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -9623988.000000 Penalty: 5608.817871
	Iteration 2Q: 3 clusters Score -9623988 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -9625265.000000 Penalty: 5608.817871
	Iteration 3Q: 3 clusters Score -9625265 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -9626750.000000 Penalty: 5608.817871
	Iteration 4Q: 3 clusters Score -9626750 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -9628621.000000 Penalty: 5608.817871
	Iteration 5F: 3 clusters Score -9628621 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -9630914.000000 Penalty: 5608.817871
	Iteration 6F: 3 clusters Score -9630914 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -9633049.000000 Penalty: 5608.817871
	Iteration 7F: 3 clusters Score -9633049 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -9635080.000000 Penalty: 5608.817871
	Iteration 8F: 3 clusters Score -9635080 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -9636757.000000 Penalty: 5608.817871
	Iteration 9Q: 3 clusters Score -9636757 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -9638353.000000 Penalty: 5608.817871
	Iteration 10Q: 3 clusters Score -9638353 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -9639958.000000 Penalty: 5608.817871
	Iteration 11Q: 3 clusters Score -9639958 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -9641643.000000 Penalty: 5608.817871
	Iteration 12Q: 3 clusters Score -9641643 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -9643398.000000 Penalty: 5608.817871
	Iteration 13Q: 3 clusters Score -9643398 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -9645390.000000 Penalty: 5608.817871
	Iteration 14Q: 3 clusters Score -9645390 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -9647391.000000 Penalty: 5608.817871
	Iteration 15Q: 3 clusters Score -9647391 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -9649112.000000 Penalty: 5608.817871
	Iteration 16Q: 3 clusters Score -9649112 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -9650459.000000 Penalty: 5608.817871
	Iteration 17Q: 3 clusters Score -9650459 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -9651411.000000 Penalty: 5608.817871
	Iteration 18Q: 3 clusters Score -9651411 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -9652017.000000 Penalty: 5608.817871
	Iteration 19Q: 3 clusters Score -9652017 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9652403.000000 Penalty: 5608.817871
	Iteration 20F: 3 clusters Score -9652403 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9652687.000000 Penalty: 5608.817871
	Iteration 21Q: 3 clusters Score -9652687 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9652867.000000 Penalty: 5608.817871
	Iteration 22Q: 3 clusters Score -9652867 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9653003.000000 Penalty: 5608.817871
	Iteration 23Q: 3 clusters Score -9653003 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9653089.000000 Penalty: 5608.817871
	Iteration 24Q: 3 clusters Score -9653089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9653144.000000 Penalty: 5608.817871
	Iteration 25Q: 3 clusters Score -9653144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9653181.000000 Penalty: 5608.817871
	Iteration 26Q: 3 clusters Score -9653181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9653208.000000 Penalty: 5608.817871
	Iteration 27Q: 3 clusters Score -9653208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9653225.000000 Penalty: 5608.817871
	Iteration 28Q: 3 clusters Score -9653225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9653225.000000 Penalty: 5608.817871
	Iteration 29Q: 3 clusters Score -9653225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9653237.000000 Penalty: 5608.817871
	Iteration 30Q: 3 clusters Score -9653237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9653254.000000 Penalty: 5608.817871
	Iteration 31Q: 3 clusters Score -9653254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9653255.000000 Penalty: 5608.817871
	Iteration 32Q: 3 clusters Score -9653255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9653265.000000 Penalty: 5608.817871
	Iteration 33Q: 3 clusters Score -9653265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9653268.000000 Penalty: 5608.817871
	Iteration 34Q: 3 clusters Score -9653268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9653272.000000 Penalty: 5608.817871
	Iteration 35Q: 3 clusters Score -9653272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9653274.000000 Penalty: 5608.817871
	Iteration 36Q: 3 clusters Score -9653274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9653282.000000 Penalty: 5608.817871
	Iteration 37Q: 3 clusters Score -9653282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9653283.000000 Penalty: 5608.817871
	Iteration 38Q: 3 clusters Score -9653283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9653284.000000 Penalty: 5608.817871
	Iteration 39Q: 3 clusters Score -9653284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9653285.000000 Penalty: 5608.817871
	Iteration 40F: 3 clusters Score -9653285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9653282.000000 Penalty: 5608.817871
	Iteration 41Q: 3 clusters Score -9653282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9653285.000000 Penalty: 5608.817871
	Iteration 42Q: 3 clusters Score -9653285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9653285.000000 Penalty: 5608.817871
	Iteration 43Q: 3 clusters Score -9653285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9653284.000000 Penalty: 5608.817871
	Iteration 44Q: 3 clusters Score -9653284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9653295.000000 Penalty: 5608.817871
	Iteration 45Q: 3 clusters Score -9653295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9653295.000000 Penalty: 5608.817871
	Iteration 46F: 3 clusters Score -9653295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Entering Unmasked Estep 
Score: -2436208.500000 Penalty: 2467.052246
	Iteration 0F: 2 clusters Score -2436208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2421601.000000 Penalty: 4934.104492
	Iteration 0F: 3 clusters Score -2421601 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2426725.500000 Penalty: 4934.104492
	Iteration 1F: 3 clusters Score -2426726 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2427550.750000 Penalty: 4934.104492
	Iteration 2F: 3 clusters Score -2427551 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2428552.750000 Penalty: 4934.104492
	Iteration 3F: 3 clusters Score -2428553 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2429701.000000 Penalty: 4934.104492
	Iteration 4F: 3 clusters Score -2429701 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2430927.500000 Penalty: 4934.104492
	Iteration 5F: 3 clusters Score -2430928 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2432097.250000 Penalty: 4934.104492
	Iteration 6F: 3 clusters Score -2432097 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2433086.000000 Penalty: 4934.104492
	Iteration 7F: 3 clusters Score -2433086 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2433796.750000 Penalty: 4934.104492
	Iteration 8Q: 3 clusters Score -2433797 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2434268.000000 Penalty: 4934.104492
	Iteration 9Q: 3 clusters Score -2434268 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2434531.500000 Penalty: 4934.104492
	Iteration 10Q: 3 clusters Score -2434532 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2434714.750000 Penalty: 4934.104492
	Iteration 11Q: 3 clusters Score -2434715 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2434836.000000 Penalty: 4934.104492
	Iteration 12Q: 3 clusters Score -2434836 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2434911.000000 Penalty: 4934.104492
	Iteration 13Q: 3 clusters Score -2434911 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2434980.250000 Penalty: 4934.104492
	Iteration 14Q: 3 clusters Score -2434980 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2435027.750000 Penalty: 4934.104492
	Iteration 15Q: 3 clusters Score -2435028 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2435072.250000 Penalty: 4934.104492
	Iteration 16Q: 3 clusters Score -2435072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2435080.000000 Penalty: 4934.104492
	Iteration 17Q: 3 clusters Score -2435080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2435099.250000 Penalty: 4934.104492
	Iteration 18Q: 3 clusters Score -2435099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2435105.750000 Penalty: 4934.104492
	Iteration 19Q: 3 clusters Score -2435106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2435112.500000 Penalty: 4934.104492
	Iteration 20F: 3 clusters Score -2435112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2435115.500000 Penalty: 4934.104492
	Iteration 21Q: 3 clusters Score -2435116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2435120.750000 Penalty: 4934.104492
	Iteration 22Q: 3 clusters Score -2435121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2435134.500000 Penalty: 4934.104492
	Iteration 23Q: 3 clusters Score -2435134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2435141.250000 Penalty: 4934.104492
	Iteration 24Q: 3 clusters Score -2435141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2435147.500000 Penalty: 4934.104492
	Iteration 25Q: 3 clusters Score -2435148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2435151.000000 Penalty: 4934.104492
	Iteration 26Q: 3 clusters Score -2435151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2435153.250000 Penalty: 4934.104492
	Iteration 27Q: 3 clusters Score -2435153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2435158.500000 Penalty: 4934.104492
	Iteration 28Q: 3 clusters Score -2435158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2435166.000000 Penalty: 4934.104492
	Iteration 29Q: 3 clusters Score -2435166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2435164.250000 Penalty: 4934.104492
	Iteration 30Q: 3 clusters Score -2435164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2435166.250000 Penalty: 4934.104492
	Iteration 31Q: 3 clusters Score -2435166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2435165.250000 Penalty: 4934.104492
	Iteration 32Q: 3 clusters Score -2435165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2435162.500000 Penalty: 4934.104492
	Iteration 33Q: 3 clusters Score -2435162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2435164.000000 Penalty: 4934.104492
	Iteration 34Q: 3 clusters Score -2435164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2435167.750000 Penalty: 4934.104492
	Iteration 35Q: 3 clusters Score -2435168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2435167.750000 Penalty: 4934.104492
	Iteration 36Q: 3 clusters Score -2435168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2435170.500000 Penalty: 4934.104492
	Iteration 37Q: 3 clusters Score -2435170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2435169.250000 Penalty: 4934.104492
	Iteration 38Q: 3 clusters Score -2435169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2435170.000000 Penalty: 4934.104492
	Iteration 39Q: 3 clusters Score -2435170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2435170.000000 Penalty: 4934.104492
	Iteration 40F: 3 clusters Score -2435170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Entering Unmasked Estep 
Score: -474365.468750 Penalty: 2075.608398
	Iteration 0F: 2 clusters Score -474365.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470362.843750 Penalty: 4151.216797
	Iteration 0F: 3 clusters Score -470362.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -471608.500000 Penalty: 4151.216797
	Iteration 1F: 3 clusters Score -471608.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -472438.750000 Penalty: 4151.216797
	Iteration 2F: 3 clusters Score -472438.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -473195.750000 Penalty: 4151.216797
	Iteration 3F: 3 clusters Score -473195.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -473684.531250 Penalty: 4151.216797
	Iteration 4F: 3 clusters Score -473684.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -473937.718750 Penalty: 4151.216797
	Iteration 5F: 3 clusters Score -473937.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -474037.906250 Penalty: 4151.216797
	Iteration 6Q: 3 clusters Score -474037.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -474083.968750 Penalty: 4151.216797
	Iteration 7Q: 3 clusters Score -474084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -474108.375000 Penalty: 4151.216797
	Iteration 8Q: 3 clusters Score -474108.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -474121.812500 Penalty: 4151.216797
	Iteration 9Q: 3 clusters Score -474121.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -474128.937500 Penalty: 4151.216797
	Iteration 10Q: 3 clusters Score -474128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -474129.906250 Penalty: 4151.216797
	Iteration 11Q: 3 clusters Score -474129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -474131.031250 Penalty: 4151.216797
	Iteration 12Q: 3 clusters Score -474131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -474131.031250 Penalty: 4151.216797
	Iteration 13F: 3 clusters Score -474131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -167492.703125 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -167492.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165281.437500 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -165281.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166093.468750 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -166093.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -166787.890625 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -166787.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -167246.078125 Penalty: 3649.347900
	Iteration 3F: 3 clusters Score -167246.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -167489.671875 Penalty: 3649.347900
	Iteration 4F: 3 clusters Score -167489.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -167651.015625 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -167651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -167785.984375 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -167786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -167910.968750 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -167911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168038.000000 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -168038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -168174.453125 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -168174.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -168271.937500 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -168271.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -168321.828125 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -168321.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -168338.296875 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -168338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -168344.375000 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -168344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168353.156250 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -168353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168358.312500 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -168358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168362.500000 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -168362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168366.781250 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -168366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -168368.046875 Penalty: 3649.347900
	Iteration 18Q: 3 clusters Score -168368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -168372.359375 Penalty: 3649.347900
	Iteration 19Q: 3 clusters Score -168372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168381.812500 Penalty: 3649.347900
	Iteration 20F: 3 clusters Score -168381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -168421.078125 Penalty: 3649.347900
	Iteration 21Q: 3 clusters Score -168421.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -168444.875000 Penalty: 3649.347900
	Iteration 22Q: 3 clusters Score -168444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -168496.156250 Penalty: 3649.347900
	Iteration 23Q: 3 clusters Score -168496.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -168613.140625 Penalty: 3649.347900
	Iteration 24Q: 3 clusters Score -168613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -168636.640625 Penalty: 3649.347900
	Iteration 25Q: 3 clusters Score -168636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -168641.437500 Penalty: 3649.347900
	Iteration 26Q: 3 clusters Score -168641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -168641.437500 Penalty: 3649.347900
	Iteration 27F: 3 clusters Score -168641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 169398 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 39154 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167302 members 
Mstep: Class 9 contains 111416 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171599 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 172624 members 
Mstep: Class 23 contains 28122 members 
Mstep: Class 24 contains 10513 members 
Mstep: Class 25 contains 45715 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72963 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14694 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14651 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12449 members 
Mstep: Class 36 contains 980 members 
Entering Unmasked Estep 
Score: -205568784.000000 Penalty: 128518.421875
Splitting cluster 20 changes total score from -205569216.000000 to -205568784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (22553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Entering Unmasked Estep 
Score: -2690034.750000 Penalty: 2485.858643
	Iteration 0F: 2 clusters Score -2690035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2674219.250000 Penalty: 4971.717285
	Iteration 0F: 3 clusters Score -2674219 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2679624.250000 Penalty: 4971.717285
	Iteration 1F: 3 clusters Score -2679624 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2680036.500000 Penalty: 4971.717285
	Iteration 2F: 3 clusters Score -2680036 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2680365.500000 Penalty: 4971.717285
	Iteration 3Q: 3 clusters Score -2680366 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2680661.500000 Penalty: 4971.717285
	Iteration 4Q: 3 clusters Score -2680662 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2680961.500000 Penalty: 4971.717285
	Iteration 5Q: 3 clusters Score -2680962 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2681277.000000 Penalty: 4971.717285
	Iteration 6Q: 3 clusters Score -2681277 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2681641.500000 Penalty: 4971.717285
	Iteration 7Q: 3 clusters Score -2681642 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2682082.500000 Penalty: 4971.717285
	Iteration 8Q: 3 clusters Score -2682082 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2682665.250000 Penalty: 4971.717285
	Iteration 9Q: 3 clusters Score -2682665 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2683447.250000 Penalty: 4971.717285
	Iteration 10F: 3 clusters Score -2683447 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2684314.750000 Penalty: 4971.717285
	Iteration 11F: 3 clusters Score -2684315 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2685160.250000 Penalty: 4971.717285
	Iteration 12F: 3 clusters Score -2685160 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2685955.750000 Penalty: 4971.717285
	Iteration 13Q: 3 clusters Score -2685956 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2686605.750000 Penalty: 4971.717285
	Iteration 14Q: 3 clusters Score -2686606 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2687071.250000 Penalty: 4971.717285
	Iteration 15Q: 3 clusters Score -2687071 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2687395.250000 Penalty: 4971.717285
	Iteration 16Q: 3 clusters Score -2687395 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2687588.000000 Penalty: 4971.717285
	Iteration 17Q: 3 clusters Score -2687588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2687717.500000 Penalty: 4971.717285
	Iteration 18Q: 3 clusters Score -2687718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2687812.250000 Penalty: 4971.717285
	Iteration 19Q: 3 clusters Score -2687812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2687875.500000 Penalty: 4971.717285
	Iteration 20F: 3 clusters Score -2687876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2687909.000000 Penalty: 4971.717285
	Iteration 21Q: 3 clusters Score -2687909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2687933.500000 Penalty: 4971.717285
	Iteration 22Q: 3 clusters Score -2687934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2687948.000000 Penalty: 4971.717285
	Iteration 23Q: 3 clusters Score -2687948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2687959.250000 Penalty: 4971.717285
	Iteration 24Q: 3 clusters Score -2687959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2687974.000000 Penalty: 4971.717285
	Iteration 25Q: 3 clusters Score -2687974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2687979.500000 Penalty: 4971.717285
	Iteration 26Q: 3 clusters Score -2687980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2687986.000000 Penalty: 4971.717285
	Iteration 27Q: 3 clusters Score -2687986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2687987.000000 Penalty: 4971.717285
	Iteration 28Q: 3 clusters Score -2687987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2687990.750000 Penalty: 4971.717285
	Iteration 29Q: 3 clusters Score -2687991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2687995.000000 Penalty: 4971.717285
	Iteration 30Q: 3 clusters Score -2687995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2687997.500000 Penalty: 4971.717285
	Iteration 31Q: 3 clusters Score -2687998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2687997.500000 Penalty: 4971.717285
	Iteration 32F: 3 clusters Score -2687998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172624 members 
Entering Unmasked Estep 
Score: -20678728.000000 Penalty: 2990.600098
	Iteration 0F: 2 clusters Score -2.067873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -20565146.000000 Penalty: 5981.200195
	Iteration 0F: 3 clusters Score -2.056515e+07 nChanged 82530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -20613230.000000 Penalty: 5981.200195
	Iteration 1F: 3 clusters Score -2.061323e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -20614372.000000 Penalty: 5981.200195
	Iteration 2Q: 3 clusters Score -2.061437e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -20615708.000000 Penalty: 5981.200195
	Iteration 3Q: 3 clusters Score -2.061571e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -20617468.000000 Penalty: 5981.200195
	Iteration 4Q: 3 clusters Score -2.061747e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -20619822.000000 Penalty: 5981.200195
	Iteration 5Q: 3 clusters Score -2.061982e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 94298 members 
Entering Unmasked Estep 
Score: -20623066.000000 Penalty: 5981.200195
	Iteration 6Q: 3 clusters Score -2.062307e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -20627600.000000 Penalty: 5981.200195
	Iteration 7Q: 3 clusters Score -2.06276e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -20632636.000000 Penalty: 5981.200195
	Iteration 8F: 3 clusters Score -2.063264e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -20638750.000000 Penalty: 5981.200195
	Iteration 9F: 3 clusters Score -2.063875e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 110100 members 
Entering Unmasked Estep 
Score: -20644404.000000 Penalty: 5981.200195
	Iteration 10F: 3 clusters Score -2.06444e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -20649044.000000 Penalty: 5981.200195
	Iteration 11Q: 3 clusters Score -2.064904e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -20652138.000000 Penalty: 5981.200195
	Iteration 12Q: 3 clusters Score -2.065214e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -20654330.000000 Penalty: 5981.200195
	Iteration 13Q: 3 clusters Score -2.065433e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -20655828.000000 Penalty: 5981.200195
	Iteration 14Q: 3 clusters Score -2.065583e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -20657226.000000 Penalty: 5981.200195
	Iteration 15Q: 3 clusters Score -2.065723e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -20658488.000000 Penalty: 5981.200195
	Iteration 16Q: 3 clusters Score -2.065849e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 128744 members 
Entering Unmasked Estep 
Score: -20659738.000000 Penalty: 5981.200195
	Iteration 17Q: 3 clusters Score -2.065974e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 131077 members 
Entering Unmasked Estep 
Score: -20661284.000000 Penalty: 5981.200195
	Iteration 18Q: 3 clusters Score -2.066128e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 133409 members 
Entering Unmasked Estep 
Score: -20662634.000000 Penalty: 5981.200195
	Iteration 19Q: 3 clusters Score -2.066263e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -20663902.000000 Penalty: 5981.200195
	Iteration 20F: 3 clusters Score -2.06639e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 137812 members 
Entering Unmasked Estep 
Score: -20665320.000000 Penalty: 5981.200195
	Iteration 21Q: 3 clusters Score -2.066532e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 139903 members 
Entering Unmasked Estep 
Score: -20666662.000000 Penalty: 5981.200195
	Iteration 22Q: 3 clusters Score -2.066666e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 141897 members 
Entering Unmasked Estep 
Score: -20667676.000000 Penalty: 5981.200195
	Iteration 23Q: 3 clusters Score -2.066768e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 143762 members 
Entering Unmasked Estep 
Score: -20668756.000000 Penalty: 5981.200195
	Iteration 24Q: 3 clusters Score -2.066876e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 145590 members 
Entering Unmasked Estep 
Score: -20669826.000000 Penalty: 5981.200195
	Iteration 25Q: 3 clusters Score -2.066983e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 147267 members 
Entering Unmasked Estep 
Score: -20670652.000000 Penalty: 5981.200195
	Iteration 26Q: 3 clusters Score -2.067065e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -20671422.000000 Penalty: 5981.200195
	Iteration 27Q: 3 clusters Score -2.067142e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 150374 members 
Entering Unmasked Estep 
Score: -20672118.000000 Penalty: 5981.200195
	Iteration 28Q: 3 clusters Score -2.067212e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -20672646.000000 Penalty: 5981.200195
	Iteration 29Q: 3 clusters Score -2.067265e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -20673098.000000 Penalty: 5981.200195
	Iteration 30Q: 3 clusters Score -2.06731e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -20673526.000000 Penalty: 5981.200195
	Iteration 31Q: 3 clusters Score -2.067353e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -20673870.000000 Penalty: 5981.200195
	Iteration 32Q: 3 clusters Score -2.067387e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -20674184.000000 Penalty: 5981.200195
	Iteration 33Q: 3 clusters Score -2.067418e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 157301 members 
Entering Unmasked Estep 
Score: -20674474.000000 Penalty: 5981.200195
	Iteration 34Q: 3 clusters Score -2.067447e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 158243 members 
Entering Unmasked Estep 
Score: -20674748.000000 Penalty: 5981.200195
	Iteration 35Q: 3 clusters Score -2.067475e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -20674954.000000 Penalty: 5981.200195
	Iteration 36Q: 3 clusters Score -2.067495e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -20675202.000000 Penalty: 5981.200195
	Iteration 37Q: 3 clusters Score -2.06752e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -20675404.000000 Penalty: 5981.200195
	Iteration 38Q: 3 clusters Score -2.06754e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -20675512.000000 Penalty: 5981.200195
	Iteration 39Q: 3 clusters Score -2.067551e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 161863 members 
Entering Unmasked Estep 
Score: -20675648.000000 Penalty: 5981.200195
	Iteration 40F: 3 clusters Score -2.067565e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -20675798.000000 Penalty: 5981.200195
	Iteration 41Q: 3 clusters Score -2.06758e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 162996 members 
Entering Unmasked Estep 
Score: -20675974.000000 Penalty: 5981.200195
	Iteration 42Q: 3 clusters Score -2.067597e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 163530 members 
Entering Unmasked Estep 
Score: -20676046.000000 Penalty: 5981.200195
	Iteration 43Q: 3 clusters Score -2.067605e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -20676170.000000 Penalty: 5981.200195
	Iteration 44Q: 3 clusters Score -2.067617e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -20676210.000000 Penalty: 5981.200195
	Iteration 45Q: 3 clusters Score -2.067621e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 164804 members 
Entering Unmasked Estep 
Score: -20676236.000000 Penalty: 5981.200195
	Iteration 46Q: 3 clusters Score -2.067624e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 165116 members 
Entering Unmasked Estep 
Score: -20676314.000000 Penalty: 5981.200195
	Iteration 47Q: 3 clusters Score -2.067631e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -20676396.000000 Penalty: 5981.200195
	Iteration 48Q: 3 clusters Score -2.06764e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -20676472.000000 Penalty: 5981.200195
	Iteration 49Q: 3 clusters Score -2.067647e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -20676486.000000 Penalty: 5981.200195
	Iteration 50Q: 3 clusters Score -2.067649e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 166135 members 
Entering Unmasked Estep 
Score: -20676520.000000 Penalty: 5981.200195
	Iteration 51Q: 3 clusters Score -2.067652e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -20676532.000000 Penalty: 5981.200195
	Iteration 52Q: 3 clusters Score -2.067653e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -20676524.000000 Penalty: 5981.200195
	Iteration 53Q: 3 clusters Score -2.067652e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -20676582.000000 Penalty: 5981.200195
	Iteration 54Q: 3 clusters Score -2.067658e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -20676610.000000 Penalty: 5981.200195
	Iteration 55Q: 3 clusters Score -2.067661e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -20676632.000000 Penalty: 5981.200195
	Iteration 56Q: 3 clusters Score -2.067663e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -20676654.000000 Penalty: 5981.200195
	Iteration 57Q: 3 clusters Score -2.067665e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -20676646.000000 Penalty: 5981.200195
	Iteration 58Q: 3 clusters Score -2.067665e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -20676702.000000 Penalty: 5981.200195
	Iteration 59Q: 3 clusters Score -2.06767e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -20676726.000000 Penalty: 5981.200195
	Iteration 60F: 3 clusters Score -2.067673e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -20676728.000000 Penalty: 5981.200195
	Iteration 61Q: 3 clusters Score -2.067673e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 167789 members 
Entering Unmasked Estep 
Score: -20676738.000000 Penalty: 5981.200195
	Iteration 62Q: 3 clusters Score -2.067674e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 167884 members 
Entering Unmasked Estep 
Score: -20676784.000000 Penalty: 5981.200195
	Iteration 63Q: 3 clusters Score -2.067678e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 167961 members 
Entering Unmasked Estep 
Score: -20676776.000000 Penalty: 5981.200195
	Iteration 64Q: 3 clusters Score -2.067678e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 168041 members 
Entering Unmasked Estep 
Score: -20676770.000000 Penalty: 5981.200195
	Iteration 65Q: 3 clusters Score -2.067677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -20676836.000000 Penalty: 5981.200195
	Iteration 66Q: 3 clusters Score -2.067684e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -20676852.000000 Penalty: 5981.200195
	Iteration 67Q: 3 clusters Score -2.067685e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -20676854.000000 Penalty: 5981.200195
	Iteration 68Q: 3 clusters Score -2.067685e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -20676886.000000 Penalty: 5981.200195
	Iteration 69Q: 3 clusters Score -2.067689e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 168375 members 
Entering Unmasked Estep 
Score: -20676892.000000 Penalty: 5981.200195
	Iteration 70Q: 3 clusters Score -2.067689e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -20676922.000000 Penalty: 5981.200195
	Iteration 71Q: 3 clusters Score -2.067692e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -20676912.000000 Penalty: 5981.200195
	Iteration 72Q: 3 clusters Score -2.067691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 168514 members 
Entering Unmasked Estep 
Score: -20676930.000000 Penalty: 5981.200195
	Iteration 73Q: 3 clusters Score -2.067693e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -20676908.000000 Penalty: 5981.200195
	Iteration 74Q: 3 clusters Score -2.067691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 168585 members 
Entering Unmasked Estep 
Score: -20676912.000000 Penalty: 5981.200195
	Iteration 75Q: 3 clusters Score -2.067691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -20676902.000000 Penalty: 5981.200195
	Iteration 76Q: 3 clusters Score -2.06769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 168642 members 
Entering Unmasked Estep 
Score: -20676922.000000 Penalty: 5981.200195
	Iteration 77Q: 3 clusters Score -2.067692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -20676898.000000 Penalty: 5981.200195
	Iteration 78Q: 3 clusters Score -2.06769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20676890.000000 Penalty: 5981.200195
	Iteration 79Q: 3 clusters Score -2.067689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -20676892.000000 Penalty: 5981.200195
	Iteration 80F: 3 clusters Score -2.067689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 168739 members 
Entering Unmasked Estep 
Score: -20676902.000000 Penalty: 5981.200195
	Iteration 81Q: 3 clusters Score -2.06769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 168760 members 
Entering Unmasked Estep 
Score: -20676886.000000 Penalty: 5981.200195
	Iteration 82Q: 3 clusters Score -2.067689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -20676898.000000 Penalty: 5981.200195
	Iteration 83Q: 3 clusters Score -2.06769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -20676888.000000 Penalty: 5981.200195
	Iteration 84Q: 3 clusters Score -2.067689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 168793 members 
Entering Unmasked Estep 
Score: -20676904.000000 Penalty: 5981.200195
	Iteration 85Q: 3 clusters Score -2.06769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -20676900.000000 Penalty: 5981.200195
	Iteration 86Q: 3 clusters Score -2.06769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 168811 members 
Entering Unmasked Estep 
Score: -20676898.000000 Penalty: 5981.200195
	Iteration 87Q: 3 clusters Score -2.06769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 168826 members 
Entering Unmasked Estep 
Score: -20676896.000000 Penalty: 5981.200195
	Iteration 88Q: 3 clusters Score -2.06769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -20676888.000000 Penalty: 5981.200195
	Iteration 89Q: 3 clusters Score -2.067689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -20676904.000000 Penalty: 5981.200195
	Iteration 90Q: 3 clusters Score -2.06769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -20676906.000000 Penalty: 5981.200195
	Iteration 91Q: 3 clusters Score -2.067691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 168868 members 
Entering Unmasked Estep 
Score: -20676904.000000 Penalty: 5981.200195
	Iteration 92Q: 3 clusters Score -2.06769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 168875 members 
Entering Unmasked Estep 
Score: -20676926.000000 Penalty: 5981.200195
	Iteration 93Q: 3 clusters Score -2.067693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -20676934.000000 Penalty: 5981.200195
	Iteration 94Q: 3 clusters Score -2.067693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 168888 members 
Entering Unmasked Estep 
Score: -20676916.000000 Penalty: 5981.200195
	Iteration 95Q: 3 clusters Score -2.067692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -20676916.000000 Penalty: 5981.200195
	Iteration 96Q: 3 clusters Score -2.067692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -20676906.000000 Penalty: 5981.200195
	Iteration 97Q: 3 clusters Score -2.067691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 168898 members 
Entering Unmasked Estep 
Score: -20676902.000000 Penalty: 5981.200195
	Iteration 98Q: 3 clusters Score -2.06769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 168900 members 
Entering Unmasked Estep 
Score: -20676900.000000 Penalty: 5981.200195
	Iteration 99Q: 3 clusters Score -2.06769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -20676908.000000 Penalty: 5981.200195
	Iteration 100F: 3 clusters Score -2.067691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Entering Unmasked Estep 
Score: -3190265.500000 Penalty: 2540.588379
	Iteration 0F: 2 clusters Score -3190266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3170942.750000 Penalty: 5081.176758
	Iteration 0F: 3 clusters Score -3170943 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3177873.750000 Penalty: 5081.176758
	Iteration 1F: 3 clusters Score -3177874 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3178556.750000 Penalty: 5081.176758
	Iteration 2F: 3 clusters Score -3178557 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3179337.500000 Penalty: 5081.176758
	Iteration 3F: 3 clusters Score -3179338 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3180294.750000 Penalty: 5081.176758
	Iteration 4F: 3 clusters Score -3180295 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3181397.000000 Penalty: 5081.176758
	Iteration 5F: 3 clusters Score -3181397 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3182605.500000 Penalty: 5081.176758
	Iteration 6F: 3 clusters Score -3182606 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3183773.500000 Penalty: 5081.176758
	Iteration 7F: 3 clusters Score -3183774 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3184762.250000 Penalty: 5081.176758
	Iteration 8F: 3 clusters Score -3184762 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3185555.750000 Penalty: 5081.176758
	Iteration 9Q: 3 clusters Score -3185556 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3186178.000000 Penalty: 5081.176758
	Iteration 10Q: 3 clusters Score -3186178 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3186669.500000 Penalty: 5081.176758
	Iteration 11Q: 3 clusters Score -3186670 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3187129.500000 Penalty: 5081.176758
	Iteration 12Q: 3 clusters Score -3187130 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3187500.500000 Penalty: 5081.176758
	Iteration 13Q: 3 clusters Score -3187500 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3187756.500000 Penalty: 5081.176758
	Iteration 14Q: 3 clusters Score -3187756 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3187928.250000 Penalty: 5081.176758
	Iteration 15Q: 3 clusters Score -3187928 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3188058.000000 Penalty: 5081.176758
	Iteration 16Q: 3 clusters Score -3188058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3188162.000000 Penalty: 5081.176758
	Iteration 17Q: 3 clusters Score -3188162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3188233.750000 Penalty: 5081.176758
	Iteration 18Q: 3 clusters Score -3188234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3188267.750000 Penalty: 5081.176758
	Iteration 19Q: 3 clusters Score -3188268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3188301.500000 Penalty: 5081.176758
	Iteration 20F: 3 clusters Score -3188302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3188347.000000 Penalty: 5081.176758
	Iteration 21Q: 3 clusters Score -3188347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3188395.000000 Penalty: 5081.176758
	Iteration 22Q: 3 clusters Score -3188395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3188419.750000 Penalty: 5081.176758
	Iteration 23Q: 3 clusters Score -3188420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3188450.750000 Penalty: 5081.176758
	Iteration 24Q: 3 clusters Score -3188451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3188476.500000 Penalty: 5081.176758
	Iteration 25Q: 3 clusters Score -3188476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3188500.750000 Penalty: 5081.176758
	Iteration 26Q: 3 clusters Score -3188501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3188526.750000 Penalty: 5081.176758
	Iteration 27Q: 3 clusters Score -3188527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3188543.250000 Penalty: 5081.176758
	Iteration 28Q: 3 clusters Score -3188543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3188570.250000 Penalty: 5081.176758
	Iteration 29Q: 3 clusters Score -3188570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3188596.750000 Penalty: 5081.176758
	Iteration 30Q: 3 clusters Score -3188597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3188645.750000 Penalty: 5081.176758
	Iteration 31Q: 3 clusters Score -3188646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3188708.500000 Penalty: 5081.176758
	Iteration 32Q: 3 clusters Score -3188708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3188767.500000 Penalty: 5081.176758
	Iteration 33Q: 3 clusters Score -3188768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3188839.500000 Penalty: 5081.176758
	Iteration 34Q: 3 clusters Score -3188840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3188904.000000 Penalty: 5081.176758
	Iteration 35Q: 3 clusters Score -3188904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3188956.500000 Penalty: 5081.176758
	Iteration 36Q: 3 clusters Score -3188956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3189015.250000 Penalty: 5081.176758
	Iteration 37Q: 3 clusters Score -3189015 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3189088.750000 Penalty: 5081.176758
	Iteration 38Q: 3 clusters Score -3189089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3189154.500000 Penalty: 5081.176758
	Iteration 39Q: 3 clusters Score -3189154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3189244.500000 Penalty: 5081.176758
	Iteration 40F: 3 clusters Score -3189244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3189349.000000 Penalty: 5081.176758
	Iteration 41Q: 3 clusters Score -3189349 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3189448.250000 Penalty: 5081.176758
	Iteration 42Q: 3 clusters Score -3189448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3189553.250000 Penalty: 5081.176758
	Iteration 43Q: 3 clusters Score -3189553 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3189690.250000 Penalty: 5081.176758
	Iteration 44Q: 3 clusters Score -3189690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3189858.000000 Penalty: 5081.176758
	Iteration 45Q: 3 clusters Score -3189858 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3190039.750000 Penalty: 5081.176758
	Iteration 46Q: 3 clusters Score -3190040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3190210.000000 Penalty: 5081.176758
	Iteration 47Q: 3 clusters Score -3190210 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3190345.000000 Penalty: 5081.176758
	Iteration 48Q: 3 clusters Score -3190345 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3190408.000000 Penalty: 5081.176758
	Iteration 49Q: 3 clusters Score -3190408 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3190442.250000 Penalty: 5081.176758
	Iteration 50Q: 3 clusters Score -3190442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3190468.750000 Penalty: 5081.176758
	Iteration 51Q: 3 clusters Score -3190469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3190486.500000 Penalty: 5081.176758
	Iteration 52Q: 3 clusters Score -3190486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3190485.000000 Penalty: 5081.176758
	Iteration 53Q: 3 clusters Score -3190485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3190490.250000 Penalty: 5081.176758
	Iteration 54Q: 3 clusters Score -3190490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3190500.500000 Penalty: 5081.176758
	Iteration 55Q: 3 clusters Score -3190500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3190508.750000 Penalty: 5081.176758
	Iteration 56Q: 3 clusters Score -3190509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3190516.750000 Penalty: 5081.176758
	Iteration 57Q: 3 clusters Score -3190517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3190516.000000 Penalty: 5081.176758
	Iteration 58Q: 3 clusters Score -3190516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3190518.000000 Penalty: 5081.176758
	Iteration 59Q: 3 clusters Score -3190518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3190860.500000 Penalty: 5081.176758
	Iteration 60F: 3 clusters Score -3190860 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3191101.750000 Penalty: 5081.176758
	Iteration 61Q: 3 clusters Score -3191102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3191220.250000 Penalty: 5081.176758
	Iteration 62Q: 3 clusters Score -3191220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3191295.250000 Penalty: 5081.176758
	Iteration 63Q: 3 clusters Score -3191295 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3191337.750000 Penalty: 5081.176758
	Iteration 64Q: 3 clusters Score -3191338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3191381.000000 Penalty: 5081.176758
	Iteration 65Q: 3 clusters Score -3191381 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3191412.250000 Penalty: 5081.176758
	Iteration 66Q: 3 clusters Score -3191412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3191418.500000 Penalty: 5081.176758
	Iteration 67Q: 3 clusters Score -3191418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3191437.500000 Penalty: 5081.176758
	Iteration 68Q: 3 clusters Score -3191438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3191449.250000 Penalty: 5081.176758
	Iteration 69Q: 3 clusters Score -3191449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3191458.000000 Penalty: 5081.176758
	Iteration 70Q: 3 clusters Score -3191458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3191460.000000 Penalty: 5081.176758
	Iteration 71Q: 3 clusters Score -3191460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3191464.500000 Penalty: 5081.176758
	Iteration 72Q: 3 clusters Score -3191464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3191467.500000 Penalty: 5081.176758
	Iteration 73Q: 3 clusters Score -3191468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3191463.750000 Penalty: 5081.176758
	Iteration 74Q: 3 clusters Score -3191464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3191463.750000 Penalty: 5081.176758
	Iteration 75Q: 3 clusters Score -3191464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3191467.000000 Penalty: 5081.176758
	Iteration 76Q: 3 clusters Score -3191467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3191466.500000 Penalty: 5081.176758
	Iteration 77Q: 3 clusters Score -3191466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3191471.500000 Penalty: 5081.176758
	Iteration 78Q: 3 clusters Score -3191472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3191471.750000 Penalty: 5081.176758
	Iteration 79Q: 3 clusters Score -3191472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3191476.000000 Penalty: 5081.176758
	Iteration 80F: 3 clusters Score -3191476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3191472.250000 Penalty: 5081.176758
	Iteration 81Q: 3 clusters Score -3191472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3191471.750000 Penalty: 5081.176758
	Iteration 82Q: 3 clusters Score -3191472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3191481.750000 Penalty: 5081.176758
	Iteration 83Q: 3 clusters Score -3191482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3191478.500000 Penalty: 5081.176758
	Iteration 84Q: 3 clusters Score -3191478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3191481.250000 Penalty: 5081.176758
	Iteration 85Q: 3 clusters Score -3191481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3191482.250000 Penalty: 5081.176758
	Iteration 86Q: 3 clusters Score -3191482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3191476.500000 Penalty: 5081.176758
	Iteration 87Q: 3 clusters Score -3191476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3191477.000000 Penalty: 5081.176758
	Iteration 88Q: 3 clusters Score -3191477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3191474.500000 Penalty: 5081.176758
	Iteration 89Q: 3 clusters Score -3191474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3191475.750000 Penalty: 5081.176758
	Iteration 90Q: 3 clusters Score -3191476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3191476.750000 Penalty: 5081.176758
	Iteration 91Q: 3 clusters Score -3191477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3191478.750000 Penalty: 5081.176758
	Iteration 92Q: 3 clusters Score -3191479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3191481.250000 Penalty: 5081.176758
	Iteration 93Q: 3 clusters Score -3191481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3191483.250000 Penalty: 5081.176758
	Iteration 94Q: 3 clusters Score -3191483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3191480.250000 Penalty: 5081.176758
	Iteration 95Q: 3 clusters Score -3191480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3191480.250000 Penalty: 5081.176758
	Iteration 96F: 3 clusters Score -3191480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 169398 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 39154 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167302 members 
Mstep: Class 9 contains 111416 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171599 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 172624 members 
Mstep: Class 23 contains 24400 members 
Mstep: Class 24 contains 10513 members 
Mstep: Class 25 contains 45715 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72963 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14694 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14651 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12449 members 
Mstep: Class 36 contains 3722 members 
Entering Unmasked Estep 
Score: -205568704.000000 Penalty: 128518.421875
Splitting cluster 23 changes total score from -205569216.000000 to -205568704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Entering Unmasked Estep 
Score: -1150320.125000 Penalty: 2296.571289
	Iteration 0F: 2 clusters Score -1150320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1142381.625000 Penalty: 4593.142578
	Iteration 0F: 3 clusters Score -1142382 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1144857.750000 Penalty: 4593.142578
	Iteration 1F: 3 clusters Score -1144858 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1145350.750000 Penalty: 4593.142578
	Iteration 2F: 3 clusters Score -1145351 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1145755.500000 Penalty: 4593.142578
	Iteration 3F: 3 clusters Score -1145756 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1146200.125000 Penalty: 4593.142578
	Iteration 4F: 3 clusters Score -1146200 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1146650.375000 Penalty: 4593.142578
	Iteration 5F: 3 clusters Score -1146650 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1147044.500000 Penalty: 4593.142578
	Iteration 6F: 3 clusters Score -1147044 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1147364.750000 Penalty: 4593.142578
	Iteration 7Q: 3 clusters Score -1147365 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1147653.500000 Penalty: 4593.142578
	Iteration 8Q: 3 clusters Score -1147654 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1147888.375000 Penalty: 4593.142578
	Iteration 9Q: 3 clusters Score -1147888 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1148081.000000 Penalty: 4593.142578
	Iteration 10Q: 3 clusters Score -1148081 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1148211.000000 Penalty: 4593.142578
	Iteration 11Q: 3 clusters Score -1148211 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1148288.000000 Penalty: 4593.142578
	Iteration 12Q: 3 clusters Score -1148288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1148336.125000 Penalty: 4593.142578
	Iteration 13Q: 3 clusters Score -1148336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1148374.875000 Penalty: 4593.142578
	Iteration 14Q: 3 clusters Score -1148375 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1148401.750000 Penalty: 4593.142578
	Iteration 15Q: 3 clusters Score -1148402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1148422.875000 Penalty: 4593.142578
	Iteration 16Q: 3 clusters Score -1148423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1148446.625000 Penalty: 4593.142578
	Iteration 17Q: 3 clusters Score -1148447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1148472.875000 Penalty: 4593.142578
	Iteration 18Q: 3 clusters Score -1148473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1148491.250000 Penalty: 4593.142578
	Iteration 19Q: 3 clusters Score -1148491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1148506.000000 Penalty: 4593.142578
	Iteration 20F: 3 clusters Score -1148506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1148518.375000 Penalty: 4593.142578
	Iteration 21Q: 3 clusters Score -1148518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1148527.625000 Penalty: 4593.142578
	Iteration 22Q: 3 clusters Score -1148528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1148539.250000 Penalty: 4593.142578
	Iteration 23Q: 3 clusters Score -1148539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1148548.625000 Penalty: 4593.142578
	Iteration 24Q: 3 clusters Score -1148549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1148552.750000 Penalty: 4593.142578
	Iteration 25Q: 3 clusters Score -1148553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1148557.625000 Penalty: 4593.142578
	Iteration 26Q: 3 clusters Score -1148558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1148566.125000 Penalty: 4593.142578
	Iteration 27Q: 3 clusters Score -1148566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1148575.875000 Penalty: 4593.142578
	Iteration 28Q: 3 clusters Score -1148576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1148591.250000 Penalty: 4593.142578
	Iteration 29Q: 3 clusters Score -1148591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1148595.375000 Penalty: 4593.142578
	Iteration 30Q: 3 clusters Score -1148595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1148597.625000 Penalty: 4593.142578
	Iteration 31Q: 3 clusters Score -1148598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1148601.500000 Penalty: 4593.142578
	Iteration 32Q: 3 clusters Score -1148602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1148602.000000 Penalty: 4593.142578
	Iteration 33Q: 3 clusters Score -1148602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1148599.875000 Penalty: 4593.142578
	Iteration 34Q: 3 clusters Score -1148600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1148603.500000 Penalty: 4593.142578
	Iteration 35Q: 3 clusters Score -1148604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1148606.000000 Penalty: 4593.142578
	Iteration 36Q: 3 clusters Score -1148606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1148607.250000 Penalty: 4593.142578
	Iteration 37Q: 3 clusters Score -1148607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1148609.500000 Penalty: 4593.142578
	Iteration 38Q: 3 clusters Score -1148610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1148610.625000 Penalty: 4593.142578
	Iteration 39Q: 3 clusters Score -1148611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1148609.750000 Penalty: 4593.142578
	Iteration 40F: 3 clusters Score -1148610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1148609.250000 Penalty: 4593.142578
	Iteration 41Q: 3 clusters Score -1148609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1148609.125000 Penalty: 4593.142578
	Iteration 42Q: 3 clusters Score -1148609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1148609.125000 Penalty: 4593.142578
	Iteration 43F: 3 clusters Score -1148609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Entering Unmasked Estep 
Score: -5389974.500000 Penalty: 2661.084961
	Iteration 0F: 2 clusters Score -5389974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5359178.000000 Penalty: 5322.169922
	Iteration 0F: 3 clusters Score -5359178 nChanged 21095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5370951.500000 Penalty: 5322.169922
	Iteration 1F: 3 clusters Score -5370952 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5372015.000000 Penalty: 5322.169922
	Iteration 2F: 3 clusters Score -5372015 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5373542.500000 Penalty: 5322.169922
	Iteration 3F: 3 clusters Score -5373542 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5375833.000000 Penalty: 5322.169922
	Iteration 4F: 3 clusters Score -5375833 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -5378861.500000 Penalty: 5322.169922
	Iteration 5F: 3 clusters Score -5378862 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5382109.500000 Penalty: 5322.169922
	Iteration 6F: 3 clusters Score -5382110 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -5384805.000000 Penalty: 5322.169922
	Iteration 7F: 3 clusters Score -5384805 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -5386745.000000 Penalty: 5322.169922
	Iteration 8Q: 3 clusters Score -5386745 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5387725.500000 Penalty: 5322.169922
	Iteration 9Q: 3 clusters Score -5387726 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5388134.500000 Penalty: 5322.169922
	Iteration 10Q: 3 clusters Score -5388134 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5388298.000000 Penalty: 5322.169922
	Iteration 11Q: 3 clusters Score -5388298 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5388363.500000 Penalty: 5322.169922
	Iteration 12Q: 3 clusters Score -5388364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5388404.000000 Penalty: 5322.169922
	Iteration 13Q: 3 clusters Score -5388404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -5388411.000000 Penalty: 5322.169922
	Iteration 14Q: 3 clusters Score -5388411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5388424.000000 Penalty: 5322.169922
	Iteration 15Q: 3 clusters Score -5388424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5388422.500000 Penalty: 5322.169922
	Iteration 16Q: 3 clusters Score -5388422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5388432.500000 Penalty: 5322.169922
	Iteration 17Q: 3 clusters Score -5388432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -5388433.500000 Penalty: 5322.169922
	Iteration 18Q: 3 clusters Score -5388434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5388446.500000 Penalty: 5322.169922
	Iteration 19Q: 3 clusters Score -5388446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5388448.000000 Penalty: 5322.169922
	Iteration 20F: 3 clusters Score -5388448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5388446.500000 Penalty: 5322.169922
	Iteration 21Q: 3 clusters Score -5388446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5388443.500000 Penalty: 5322.169922
	Iteration 22Q: 3 clusters Score -5388444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5388441.000000 Penalty: 5322.169922
	Iteration 23Q: 3 clusters Score -5388441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5388435.000000 Penalty: 5322.169922
	Iteration 24Q: 3 clusters Score -5388435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -5388435.000000 Penalty: 5322.169922
	Iteration 25Q: 3 clusters Score -5388435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -5388429.000000 Penalty: 5322.169922
	Iteration 26Q: 3 clusters Score -5388429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5388432.000000 Penalty: 5322.169922
	Iteration 27Q: 3 clusters Score -5388432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5388428.500000 Penalty: 5322.169922
	Iteration 28Q: 3 clusters Score -5388428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5388426.500000 Penalty: 5322.169922
	Iteration 29Q: 3 clusters Score -5388426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5388429.000000 Penalty: 5322.169922
	Iteration 30Q: 3 clusters Score -5388429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5388429.500000 Penalty: 5322.169922
	Iteration 31Q: 3 clusters Score -5388430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -5388436.500000 Penalty: 5322.169922
	Iteration 32Q: 3 clusters Score -5388436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5388439.500000 Penalty: 5322.169922
	Iteration 33Q: 3 clusters Score -5388440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5388433.500000 Penalty: 5322.169922
	Iteration 34Q: 3 clusters Score -5388434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5388433.500000 Penalty: 5322.169922
	Iteration 35F: 3 clusters Score -5388434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Entering Unmasked Estep 
Score: -939899.312500 Penalty: 2235.583008
	Iteration 0F: 2 clusters Score -939899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -933369.937500 Penalty: 4471.166016
	Iteration 0F: 3 clusters Score -933369.9 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -935296.437500 Penalty: 4471.166016
	Iteration 1F: 3 clusters Score -935296.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -935640.437500 Penalty: 4471.166016
	Iteration 2F: 3 clusters Score -935640.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -935877.125000 Penalty: 4471.166016
	Iteration 3F: 3 clusters Score -935877.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -936049.375000 Penalty: 4471.166016
	Iteration 4Q: 3 clusters Score -936049.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -936197.062500 Penalty: 4471.166016
	Iteration 5Q: 3 clusters Score -936197.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -936347.437500 Penalty: 4471.166016
	Iteration 6Q: 3 clusters Score -936347.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -936498.187500 Penalty: 4471.166016
	Iteration 7Q: 3 clusters Score -936498.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -936632.062500 Penalty: 4471.166016
	Iteration 8Q: 3 clusters Score -936632.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -936774.562500 Penalty: 4471.166016
	Iteration 9Q: 3 clusters Score -936774.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -936934.687500 Penalty: 4471.166016
	Iteration 10Q: 3 clusters Score -936934.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -937104.625000 Penalty: 4471.166016
	Iteration 11Q: 3 clusters Score -937104.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -937249.375000 Penalty: 4471.166016
	Iteration 12Q: 3 clusters Score -937249.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -937381.937500 Penalty: 4471.166016
	Iteration 13Q: 3 clusters Score -937381.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -937502.875000 Penalty: 4471.166016
	Iteration 14Q: 3 clusters Score -937502.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -937611.937500 Penalty: 4471.166016
	Iteration 15Q: 3 clusters Score -937611.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -937709.687500 Penalty: 4471.166016
	Iteration 16Q: 3 clusters Score -937709.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -937783.875000 Penalty: 4471.166016
	Iteration 17Q: 3 clusters Score -937783.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -937841.312500 Penalty: 4471.166016
	Iteration 18Q: 3 clusters Score -937841.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -937884.562500 Penalty: 4471.166016
	Iteration 19Q: 3 clusters Score -937884.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -937923.250000 Penalty: 4471.166016
	Iteration 20F: 3 clusters Score -937923.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -937957.000000 Penalty: 4471.166016
	Iteration 21Q: 3 clusters Score -937957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -937981.062500 Penalty: 4471.166016
	Iteration 22Q: 3 clusters Score -937981.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -937998.187500 Penalty: 4471.166016
	Iteration 23Q: 3 clusters Score -937998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -938014.625000 Penalty: 4471.166016
	Iteration 24Q: 3 clusters Score -938014.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -938033.625000 Penalty: 4471.166016
	Iteration 25Q: 3 clusters Score -938033.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -938045.437500 Penalty: 4471.166016
	Iteration 26Q: 3 clusters Score -938045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -938053.437500 Penalty: 4471.166016
	Iteration 27Q: 3 clusters Score -938053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -938055.375000 Penalty: 4471.166016
	Iteration 28Q: 3 clusters Score -938055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -938055.812500 Penalty: 4471.166016
	Iteration 29Q: 3 clusters Score -938055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -938058.562500 Penalty: 4471.166016
	Iteration 30Q: 3 clusters Score -938058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -938061.375000 Penalty: 4471.166016
	Iteration 31Q: 3 clusters Score -938061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -938061.500000 Penalty: 4471.166016
	Iteration 32Q: 3 clusters Score -938061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -938061.812500 Penalty: 4471.166016
	Iteration 33Q: 3 clusters Score -938061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -938062.250000 Penalty: 4471.166016
	Iteration 34Q: 3 clusters Score -938062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -938062.562500 Penalty: 4471.166016
	Iteration 35Q: 3 clusters Score -938062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -938064.000000 Penalty: 4471.166016
	Iteration 36Q: 3 clusters Score -938064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -938064.312500 Penalty: 4471.166016
	Iteration 37Q: 3 clusters Score -938064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -938065.000000 Penalty: 4471.166016
	Iteration 38Q: 3 clusters Score -938065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -938067.625000 Penalty: 4471.166016
	Iteration 39Q: 3 clusters Score -938067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -938070.812500 Penalty: 4471.166016
	Iteration 40F: 3 clusters Score -938070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -938071.937500 Penalty: 4471.166016
	Iteration 41Q: 3 clusters Score -938071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -938072.687500 Penalty: 4471.166016
	Iteration 42Q: 3 clusters Score -938072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -938075.562500 Penalty: 4471.166016
	Iteration 43Q: 3 clusters Score -938075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -938080.187500 Penalty: 4471.166016
	Iteration 44Q: 3 clusters Score -938080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -938084.250000 Penalty: 4471.166016
	Iteration 45Q: 3 clusters Score -938084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -938084.375000 Penalty: 4471.166016
	Iteration 46Q: 3 clusters Score -938084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -938084.687500 Penalty: 4471.166016
	Iteration 47Q: 3 clusters Score -938084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -938084.687500 Penalty: 4471.166016
	Iteration 48F: 3 clusters Score -938084.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (72963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Entering Unmasked Estep 
Score: -8744627.000000 Penalty: 2777.031738
	Iteration 0F: 2 clusters Score -8744627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -8695595.000000 Penalty: 5554.063477
	Iteration 0F: 3 clusters Score -8695595 nChanged 34324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -8714899.000000 Penalty: 5554.063477
	Iteration 1F: 3 clusters Score -8714899 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -8715478.000000 Penalty: 5554.063477
	Iteration 2Q: 3 clusters Score -8715478 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -8716039.000000 Penalty: 5554.063477
	Iteration 3Q: 3 clusters Score -8716039 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -8716653.000000 Penalty: 5554.063477
	Iteration 4Q: 3 clusters Score -8716653 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8717357.000000 Penalty: 5554.063477
	Iteration 5Q: 3 clusters Score -8717357 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8718280.000000 Penalty: 5554.063477
	Iteration 6Q: 3 clusters Score -8718280 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8719566.000000 Penalty: 5554.063477
	Iteration 7Q: 3 clusters Score -8719566 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -8721561.000000 Penalty: 5554.063477
	Iteration 8F: 3 clusters Score -8721561 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -8724683.000000 Penalty: 5554.063477
	Iteration 9F: 3 clusters Score -8724683 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -8728998.000000 Penalty: 5554.063477
	Iteration 10F: 3 clusters Score -8728998 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -8733708.000000 Penalty: 5554.063477
	Iteration 11F: 3 clusters Score -8733708 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -8737333.000000 Penalty: 5554.063477
	Iteration 12F: 3 clusters Score -8737333 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -8739353.000000 Penalty: 5554.063477
	Iteration 13Q: 3 clusters Score -8739353 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8740449.000000 Penalty: 5554.063477
	Iteration 14Q: 3 clusters Score -8740449 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 70633 members 
Entering Unmasked Estep 
Score: -8741094.000000 Penalty: 5554.063477
	Iteration 15Q: 3 clusters Score -8741094 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
Score: -8741487.000000 Penalty: 5554.063477
	Iteration 16Q: 3 clusters Score -8741487 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -8741732.000000 Penalty: 5554.063477
	Iteration 17Q: 3 clusters Score -8741732 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -8741907.000000 Penalty: 5554.063477
	Iteration 18Q: 3 clusters Score -8741907 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -8742029.000000 Penalty: 5554.063477
	Iteration 19Q: 3 clusters Score -8742029 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -8742095.000000 Penalty: 5554.063477
	Iteration 20F: 3 clusters Score -8742095 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -8742147.000000 Penalty: 5554.063477
	Iteration 21Q: 3 clusters Score -8742147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -8742186.000000 Penalty: 5554.063477
	Iteration 22Q: 3 clusters Score -8742186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -8742206.000000 Penalty: 5554.063477
	Iteration 23Q: 3 clusters Score -8742206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -8742221.000000 Penalty: 5554.063477
	Iteration 24Q: 3 clusters Score -8742221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -8742232.000000 Penalty: 5554.063477
	Iteration 25Q: 3 clusters Score -8742232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -8742243.000000 Penalty: 5554.063477
	Iteration 26Q: 3 clusters Score -8742243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -8742250.000000 Penalty: 5554.063477
	Iteration 27Q: 3 clusters Score -8742250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -8742255.000000 Penalty: 5554.063477
	Iteration 28Q: 3 clusters Score -8742255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -8742258.000000 Penalty: 5554.063477
	Iteration 29Q: 3 clusters Score -8742258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -8742262.000000 Penalty: 5554.063477
	Iteration 30Q: 3 clusters Score -8742262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -8742267.000000 Penalty: 5554.063477
	Iteration 31Q: 3 clusters Score -8742267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -8742269.000000 Penalty: 5554.063477
	Iteration 32Q: 3 clusters Score -8742269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -8742265.000000 Penalty: 5554.063477
	Iteration 33Q: 3 clusters Score -8742265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -8742268.000000 Penalty: 5554.063477
	Iteration 34Q: 3 clusters Score -8742268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -8742268.000000 Penalty: 5554.063477
	Iteration 35Q: 3 clusters Score -8742268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -8742273.000000 Penalty: 5554.063477
	Iteration 36Q: 3 clusters Score -8742273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -8742274.000000 Penalty: 5554.063477
	Iteration 37Q: 3 clusters Score -8742274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -8742274.000000 Penalty: 5554.063477
	Iteration 38F: 3 clusters Score -8742274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -530255.812500 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -530255.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -525847.500000 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -525847.5 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -526956.687500 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -526956.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -527233.437500 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -527233.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -527392.250000 Penalty: 4207.062012
	Iteration 3F: 3 clusters Score -527392.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -527499.312500 Penalty: 4207.062012
	Iteration 4Q: 3 clusters Score -527499.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -527595.562500 Penalty: 4207.062012
	Iteration 5Q: 3 clusters Score -527595.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -527680.187500 Penalty: 4207.062012
	Iteration 6Q: 3 clusters Score -527680.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -527754.500000 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -527754.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -527835.562500 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -527835.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -527919.125000 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -527919.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -527993.875000 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -527993.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -528062.375000 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -528062.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -528122.187500 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -528122.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -528179.000000 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -528179 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -528229.187500 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -528229.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -528273.937500 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -528273.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -528304.750000 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -528304.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -528329.187500 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -528329.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -528353.750000 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -528353.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -528382.000000 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -528382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -528407.375000 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -528407.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -528436.187500 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -528436.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -528449.750000 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -528449.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -528462.875000 Penalty: 4207.062012
	Iteration 23Q: 3 clusters Score -528462.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -528479.937500 Penalty: 4207.062012
	Iteration 24Q: 3 clusters Score -528479.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -528495.625000 Penalty: 4207.062012
	Iteration 25Q: 3 clusters Score -528495.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -528507.937500 Penalty: 4207.062012
	Iteration 26Q: 3 clusters Score -528507.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -528517.250000 Penalty: 4207.062012
	Iteration 27Q: 3 clusters Score -528517.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -528525.000000 Penalty: 4207.062012
	Iteration 28Q: 3 clusters Score -528525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -528532.687500 Penalty: 4207.062012
	Iteration 29Q: 3 clusters Score -528532.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -528538.500000 Penalty: 4207.062012
	Iteration 30Q: 3 clusters Score -528538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -528544.250000 Penalty: 4207.062012
	Iteration 31Q: 3 clusters Score -528544.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -528555.312500 Penalty: 4207.062012
	Iteration 32Q: 3 clusters Score -528555.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -528566.250000 Penalty: 4207.062012
	Iteration 33Q: 3 clusters Score -528566.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -528578.187500 Penalty: 4207.062012
	Iteration 34Q: 3 clusters Score -528578.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -528587.312500 Penalty: 4207.062012
	Iteration 35Q: 3 clusters Score -528587.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -528593.687500 Penalty: 4207.062012
	Iteration 36Q: 3 clusters Score -528593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -528600.437500 Penalty: 4207.062012
	Iteration 37Q: 3 clusters Score -528600.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -528602.937500 Penalty: 4207.062012
	Iteration 38Q: 3 clusters Score -528602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -528606.875000 Penalty: 4207.062012
	Iteration 39Q: 3 clusters Score -528606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -528608.125000 Penalty: 4207.062012
	Iteration 40F: 3 clusters Score -528608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -528613.250000 Penalty: 4207.062012
	Iteration 41Q: 3 clusters Score -528613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -528617.000000 Penalty: 4207.062012
	Iteration 42Q: 3 clusters Score -528617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -528618.062500 Penalty: 4207.062012
	Iteration 43Q: 3 clusters Score -528618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -528618.062500 Penalty: 4207.062012
	Iteration 44F: 3 clusters Score -528618.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -646492.250000 Penalty: 2136.486328
	Iteration 0F: 2 clusters Score -646492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -641627.562500 Penalty: 4272.972656
	Iteration 0F: 3 clusters Score -641627.6 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -642871.000000 Penalty: 4272.972656
	Iteration 1F: 3 clusters Score -642871 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -643071.312500 Penalty: 4272.972656
	Iteration 2F: 3 clusters Score -643071.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -643193.062500 Penalty: 4272.972656
	Iteration 3Q: 3 clusters Score -643193.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -643289.687500 Penalty: 4272.972656
	Iteration 4Q: 3 clusters Score -643289.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -643377.187500 Penalty: 4272.972656
	Iteration 5Q: 3 clusters Score -643377.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -643447.125000 Penalty: 4272.972656
	Iteration 6Q: 3 clusters Score -643447.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -643499.312500 Penalty: 4272.972656
	Iteration 7Q: 3 clusters Score -643499.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -643543.750000 Penalty: 4272.972656
	Iteration 8Q: 3 clusters Score -643543.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -643586.687500 Penalty: 4272.972656
	Iteration 9Q: 3 clusters Score -643586.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -643632.375000 Penalty: 4272.972656
	Iteration 10Q: 3 clusters Score -643632.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -643673.812500 Penalty: 4272.972656
	Iteration 11Q: 3 clusters Score -643673.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -643712.687500 Penalty: 4272.972656
	Iteration 12Q: 3 clusters Score -643712.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -643743.812500 Penalty: 4272.972656
	Iteration 13Q: 3 clusters Score -643743.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -643781.187500 Penalty: 4272.972656
	Iteration 14Q: 3 clusters Score -643781.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -643821.625000 Penalty: 4272.972656
	Iteration 15Q: 3 clusters Score -643821.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -643864.312500 Penalty: 4272.972656
	Iteration 16Q: 3 clusters Score -643864.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -643911.437500 Penalty: 4272.972656
	Iteration 17Q: 3 clusters Score -643911.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -643969.312500 Penalty: 4272.972656
	Iteration 18Q: 3 clusters Score -643969.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -644049.250000 Penalty: 4272.972656
	Iteration 19Q: 3 clusters Score -644049.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -644140.625000 Penalty: 4272.972656
	Iteration 20F: 3 clusters Score -644140.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -644253.125000 Penalty: 4272.972656
	Iteration 21Q: 3 clusters Score -644253.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -644381.625000 Penalty: 4272.972656
	Iteration 22Q: 3 clusters Score -644381.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -644500.937500 Penalty: 4272.972656
	Iteration 23Q: 3 clusters Score -644500.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -644589.437500 Penalty: 4272.972656
	Iteration 24Q: 3 clusters Score -644589.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -644671.125000 Penalty: 4272.972656
	Iteration 25Q: 3 clusters Score -644671.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -644741.875000 Penalty: 4272.972656
	Iteration 26Q: 3 clusters Score -644741.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -644814.000000 Penalty: 4272.972656
	Iteration 27Q: 3 clusters Score -644814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -644883.687500 Penalty: 4272.972656
	Iteration 28Q: 3 clusters Score -644883.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -644947.687500 Penalty: 4272.972656
	Iteration 29Q: 3 clusters Score -644947.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -644989.812500 Penalty: 4272.972656
	Iteration 30Q: 3 clusters Score -644989.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -645020.250000 Penalty: 4272.972656
	Iteration 31Q: 3 clusters Score -645020.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -645039.562500 Penalty: 4272.972656
	Iteration 32Q: 3 clusters Score -645039.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -645059.000000 Penalty: 4272.972656
	Iteration 33Q: 3 clusters Score -645059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -645074.750000 Penalty: 4272.972656
	Iteration 34Q: 3 clusters Score -645074.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -645084.000000 Penalty: 4272.972656
	Iteration 35Q: 3 clusters Score -645084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -645089.312500 Penalty: 4272.972656
	Iteration 36Q: 3 clusters Score -645089.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -645096.437500 Penalty: 4272.972656
	Iteration 37Q: 3 clusters Score -645096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -645100.875000 Penalty: 4272.972656
	Iteration 38Q: 3 clusters Score -645100.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -645106.937500 Penalty: 4272.972656
	Iteration 39Q: 3 clusters Score -645106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -645111.562500 Penalty: 4272.972656
	Iteration 40F: 3 clusters Score -645111.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -645115.437500 Penalty: 4272.972656
	Iteration 41Q: 3 clusters Score -645115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -645119.937500 Penalty: 4272.972656
	Iteration 42Q: 3 clusters Score -645119.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -645129.250000 Penalty: 4272.972656
	Iteration 43Q: 3 clusters Score -645129.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -645139.250000 Penalty: 4272.972656
	Iteration 44Q: 3 clusters Score -645139.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -645142.312500 Penalty: 4272.972656
	Iteration 45Q: 3 clusters Score -645142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -645142.937500 Penalty: 4272.972656
	Iteration 46Q: 3 clusters Score -645142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -645143.312500 Penalty: 4272.972656
	Iteration 47Q: 3 clusters Score -645143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -645145.187500 Penalty: 4272.972656
	Iteration 48Q: 3 clusters Score -645145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -645144.375000 Penalty: 4272.972656
	Iteration 49Q: 3 clusters Score -645144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -645144.375000 Penalty: 4272.972656
	Iteration 50F: 3 clusters Score -645144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Entering Unmasked Estep 
Score: -1641968.875000 Penalty: 2379.608398
	Iteration 0F: 2 clusters Score -1641969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1631430.875000 Penalty: 4759.216797
	Iteration 0F: 3 clusters Score -1631431 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1634981.375000 Penalty: 4759.216797
	Iteration 1F: 3 clusters Score -1634981 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1635661.125000 Penalty: 4759.216797
	Iteration 2F: 3 clusters Score -1635661 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1636430.375000 Penalty: 4759.216797
	Iteration 3F: 3 clusters Score -1636430 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1637410.500000 Penalty: 4759.216797
	Iteration 4F: 3 clusters Score -1637410 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1638518.375000 Penalty: 4759.216797
	Iteration 5F: 3 clusters Score -1638518 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1639528.000000 Penalty: 4759.216797
	Iteration 6F: 3 clusters Score -1639528 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1640245.375000 Penalty: 4759.216797
	Iteration 7F: 3 clusters Score -1640245 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1640641.000000 Penalty: 4759.216797
	Iteration 8Q: 3 clusters Score -1640641 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1640846.750000 Penalty: 4759.216797
	Iteration 9Q: 3 clusters Score -1640847 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1640945.250000 Penalty: 4759.216797
	Iteration 10Q: 3 clusters Score -1640945 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1641002.125000 Penalty: 4759.216797
	Iteration 11Q: 3 clusters Score -1641002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1641032.000000 Penalty: 4759.216797
	Iteration 12Q: 3 clusters Score -1641032 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1641064.875000 Penalty: 4759.216797
	Iteration 13Q: 3 clusters Score -1641065 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1641107.875000 Penalty: 4759.216797
	Iteration 14Q: 3 clusters Score -1641108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1641136.625000 Penalty: 4759.216797
	Iteration 15Q: 3 clusters Score -1641137 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1641170.500000 Penalty: 4759.216797
	Iteration 16Q: 3 clusters Score -1641170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1641208.125000 Penalty: 4759.216797
	Iteration 17Q: 3 clusters Score -1641208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1641243.375000 Penalty: 4759.216797
	Iteration 18Q: 3 clusters Score -1641243 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1641271.250000 Penalty: 4759.216797
	Iteration 19Q: 3 clusters Score -1641271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1641293.250000 Penalty: 4759.216797
	Iteration 20F: 3 clusters Score -1641293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1641312.000000 Penalty: 4759.216797
	Iteration 21Q: 3 clusters Score -1641312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1641319.625000 Penalty: 4759.216797
	Iteration 22Q: 3 clusters Score -1641320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1641332.125000 Penalty: 4759.216797
	Iteration 23Q: 3 clusters Score -1641332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1641336.625000 Penalty: 4759.216797
	Iteration 24Q: 3 clusters Score -1641337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1641345.125000 Penalty: 4759.216797
	Iteration 25Q: 3 clusters Score -1641345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1641356.750000 Penalty: 4759.216797
	Iteration 26Q: 3 clusters Score -1641357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1641352.750000 Penalty: 4759.216797
	Iteration 27Q: 3 clusters Score -1641353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1641359.625000 Penalty: 4759.216797
	Iteration 28Q: 3 clusters Score -1641360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1641362.500000 Penalty: 4759.216797
	Iteration 29Q: 3 clusters Score -1641362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1641361.500000 Penalty: 4759.216797
	Iteration 30Q: 3 clusters Score -1641362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1641365.750000 Penalty: 4759.216797
	Iteration 31Q: 3 clusters Score -1641366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1641370.000000 Penalty: 4759.216797
	Iteration 32Q: 3 clusters Score -1641370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1641378.000000 Penalty: 4759.216797
	Iteration 33Q: 3 clusters Score -1641378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1641377.625000 Penalty: 4759.216797
	Iteration 34Q: 3 clusters Score -1641378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1641374.750000 Penalty: 4759.216797
	Iteration 35Q: 3 clusters Score -1641375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1641375.625000 Penalty: 4759.216797
	Iteration 36Q: 3 clusters Score -1641376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1641375.125000 Penalty: 4759.216797
	Iteration 37Q: 3 clusters Score -1641375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1641378.750000 Penalty: 4759.216797
	Iteration 38Q: 3 clusters Score -1641379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1641376.625000 Penalty: 4759.216797
	Iteration 39Q: 3 clusters Score -1641377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1641379.750000 Penalty: 4759.216797
	Iteration 40F: 3 clusters Score -1641380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1641380.875000 Penalty: 4759.216797
	Iteration 41Q: 3 clusters Score -1641381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1641379.375000 Penalty: 4759.216797
	Iteration 42Q: 3 clusters Score -1641379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1641375.750000 Penalty: 4759.216797
	Iteration 43Q: 3 clusters Score -1641376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1641376.625000 Penalty: 4759.216797
	Iteration 44Q: 3 clusters Score -1641377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1641378.875000 Penalty: 4759.216797
	Iteration 45Q: 3 clusters Score -1641379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1641376.875000 Penalty: 4759.216797
	Iteration 46Q: 3 clusters Score -1641377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1641379.375000 Penalty: 4759.216797
	Iteration 47Q: 3 clusters Score -1641379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1641376.750000 Penalty: 4759.216797
	Iteration 48Q: 3 clusters Score -1641377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1641377.875000 Penalty: 4759.216797
	Iteration 49Q: 3 clusters Score -1641378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1641378.125000 Penalty: 4759.216797
	Iteration 50Q: 3 clusters Score -1641378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1641381.875000 Penalty: 4759.216797
	Iteration 51Q: 3 clusters Score -1641382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1641382.375000 Penalty: 4759.216797
	Iteration 52Q: 3 clusters Score -1641382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1641383.750000 Penalty: 4759.216797
	Iteration 53Q: 3 clusters Score -1641384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1641388.000000 Penalty: 4759.216797
	Iteration 54Q: 3 clusters Score -1641388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1641392.250000 Penalty: 4759.216797
	Iteration 55Q: 3 clusters Score -1641392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1641386.375000 Penalty: 4759.216797
	Iteration 56Q: 3 clusters Score -1641386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1641393.250000 Penalty: 4759.216797
	Iteration 57Q: 3 clusters Score -1641393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1641390.375000 Penalty: 4759.216797
	Iteration 58Q: 3 clusters Score -1641390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1641392.875000 Penalty: 4759.216797
	Iteration 59Q: 3 clusters Score -1641393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1641393.625000 Penalty: 4759.216797
	Iteration 60F: 3 clusters Score -1641394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1641392.000000 Penalty: 4759.216797
	Iteration 61Q: 3 clusters Score -1641392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1641392.375000 Penalty: 4759.216797
	Iteration 62Q: 3 clusters Score -1641392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1641392.125000 Penalty: 4759.216797
	Iteration 63Q: 3 clusters Score -1641392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1641395.000000 Penalty: 4759.216797
	Iteration 64Q: 3 clusters Score -1641395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1641397.250000 Penalty: 4759.216797
	Iteration 65Q: 3 clusters Score -1641397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1641394.875000 Penalty: 4759.216797
	Iteration 66Q: 3 clusters Score -1641395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1641396.125000 Penalty: 4759.216797
	Iteration 67Q: 3 clusters Score -1641396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1641394.375000 Penalty: 4759.216797
	Iteration 68Q: 3 clusters Score -1641394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1641398.750000 Penalty: 4759.216797
	Iteration 69Q: 3 clusters Score -1641399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1641399.000000 Penalty: 4759.216797
	Iteration 70Q: 3 clusters Score -1641399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1641399.000000 Penalty: 4759.216797
	Iteration 71F: 3 clusters Score -1641399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 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 142 members 
Entering Unmasked Estep 
Score: -25771.064453 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25771.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25877.472656 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25877.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25899.298828 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25915.652344 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -25915.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25924.001953 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -25924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25927.880859 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -25927.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25927.880859 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -25927.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113042.234375 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -113042.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113471.898438 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113471.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113673.851562 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -113673.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113841.585938 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -113841.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -114010.234375 Penalty: 3466.252930
	Iteration 4F: 3 clusters Score -114010.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -114295.601562 Penalty: 3466.252930
	Iteration 5F: 3 clusters Score -114295.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -114850.546875 Penalty: 3466.252930
	Iteration 6F: 3 clusters Score -114850.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -115064.835938 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -115064.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -115117.054688 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -115117.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -115150.828125 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -115150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -115165.484375 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -115165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -115184.375000 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -115184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -115199.500000 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -115199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -115204.609375 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -115204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -115208.039062 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -115208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -115208.039062 Penalty: 3466.252930
	Iteration 15F: 3 clusters Score -115208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 169398 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 39154 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167302 members 
Mstep: Class 9 contains 111416 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171599 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 172624 members 
Mstep: Class 23 contains 28122 members 
Mstep: Class 24 contains 10513 members 
Mstep: Class 25 contains 45715 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72963 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14694 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 864 members 
Mstep: Class 33 contains 14651 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12449 members 
Mstep: Class 36 contains 220 members 
Entering Unmasked Estep 
Score: -205567584.000000 Penalty: 128518.421875
Splitting cluster 32 changes total score from -205569216.000000 to -205567584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (14651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Entering Unmasked Estep 
Score: -1669458.875000 Penalty: 2378.881592
	Iteration 0F: 2 clusters Score -1669459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1658936.625000 Penalty: 4757.763184
	Iteration 0F: 3 clusters Score -1658937 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1662651.625000 Penalty: 4757.763184
	Iteration 1F: 3 clusters Score -1662652 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1663338.000000 Penalty: 4757.763184
	Iteration 2F: 3 clusters Score -1663338 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1663938.125000 Penalty: 4757.763184
	Iteration 3F: 3 clusters Score -1663938 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1664511.125000 Penalty: 4757.763184
	Iteration 4F: 3 clusters Score -1664511 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1665022.375000 Penalty: 4757.763184
	Iteration 5F: 3 clusters Score -1665022 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1665487.750000 Penalty: 4757.763184
	Iteration 6Q: 3 clusters Score -1665488 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1665926.000000 Penalty: 4757.763184
	Iteration 7Q: 3 clusters Score -1665926 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1666298.125000 Penalty: 4757.763184
	Iteration 8Q: 3 clusters Score -1666298 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1666647.125000 Penalty: 4757.763184
	Iteration 9Q: 3 clusters Score -1666647 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1666963.375000 Penalty: 4757.763184
	Iteration 10Q: 3 clusters Score -1666963 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1667210.750000 Penalty: 4757.763184
	Iteration 11Q: 3 clusters Score -1667211 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1667427.750000 Penalty: 4757.763184
	Iteration 12Q: 3 clusters Score -1667428 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1667582.875000 Penalty: 4757.763184
	Iteration 13Q: 3 clusters Score -1667583 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1667694.375000 Penalty: 4757.763184
	Iteration 14Q: 3 clusters Score -1667694 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1667797.750000 Penalty: 4757.763184
	Iteration 15Q: 3 clusters Score -1667798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1667862.375000 Penalty: 4757.763184
	Iteration 16Q: 3 clusters Score -1667862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1667931.750000 Penalty: 4757.763184
	Iteration 17Q: 3 clusters Score -1667932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1667988.750000 Penalty: 4757.763184
	Iteration 18Q: 3 clusters Score -1667989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1668027.500000 Penalty: 4757.763184
	Iteration 19Q: 3 clusters Score -1668028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1668073.750000 Penalty: 4757.763184
	Iteration 20F: 3 clusters Score -1668074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1668106.750000 Penalty: 4757.763184
	Iteration 21Q: 3 clusters Score -1668107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1668139.750000 Penalty: 4757.763184
	Iteration 22Q: 3 clusters Score -1668140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1668158.250000 Penalty: 4757.763184
	Iteration 23Q: 3 clusters Score -1668158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1668176.375000 Penalty: 4757.763184
	Iteration 24Q: 3 clusters Score -1668176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1668200.500000 Penalty: 4757.763184
	Iteration 25Q: 3 clusters Score -1668200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1668211.875000 Penalty: 4757.763184
	Iteration 26Q: 3 clusters Score -1668212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1668215.125000 Penalty: 4757.763184
	Iteration 27Q: 3 clusters Score -1668215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1668224.500000 Penalty: 4757.763184
	Iteration 28Q: 3 clusters Score -1668224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1668227.625000 Penalty: 4757.763184
	Iteration 29Q: 3 clusters Score -1668228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1668232.125000 Penalty: 4757.763184
	Iteration 30Q: 3 clusters Score -1668232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1668235.125000 Penalty: 4757.763184
	Iteration 31Q: 3 clusters Score -1668235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1668238.375000 Penalty: 4757.763184
	Iteration 32Q: 3 clusters Score -1668238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1668245.250000 Penalty: 4757.763184
	Iteration 33Q: 3 clusters Score -1668245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1668239.500000 Penalty: 4757.763184
	Iteration 34Q: 3 clusters Score -1668240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1668240.000000 Penalty: 4757.763184
	Iteration 35Q: 3 clusters Score -1668240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1668241.125000 Penalty: 4757.763184
	Iteration 36Q: 3 clusters Score -1668241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1668241.875000 Penalty: 4757.763184
	Iteration 37Q: 3 clusters Score -1668242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1668241.875000 Penalty: 4757.763184
	Iteration 38F: 3 clusters Score -1668242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Entering Unmasked Estep 
Score: -3283366.250000 Penalty: 2543.202393
	Iteration 0F: 2 clusters Score -3283366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3263825.250000 Penalty: 5086.404785
	Iteration 0F: 3 clusters Score -3263825 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3270714.750000 Penalty: 5086.404785
	Iteration 1F: 3 clusters Score -3270715 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3271220.750000 Penalty: 5086.404785
	Iteration 2F: 3 clusters Score -3271221 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3271734.500000 Penalty: 5086.404785
	Iteration 3Q: 3 clusters Score -3271734 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3272194.000000 Penalty: 5086.404785
	Iteration 4Q: 3 clusters Score -3272194 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3272716.750000 Penalty: 5086.404785
	Iteration 5Q: 3 clusters Score -3272717 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3273252.000000 Penalty: 5086.404785
	Iteration 6Q: 3 clusters Score -3273252 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3273868.000000 Penalty: 5086.404785
	Iteration 7Q: 3 clusters Score -3273868 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3274676.750000 Penalty: 5086.404785
	Iteration 8F: 3 clusters Score -3274677 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3275568.250000 Penalty: 5086.404785
	Iteration 9F: 3 clusters Score -3275568 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3276411.750000 Penalty: 5086.404785
	Iteration 10F: 3 clusters Score -3276412 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3277180.500000 Penalty: 5086.404785
	Iteration 11Q: 3 clusters Score -3277180 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3277858.250000 Penalty: 5086.404785
	Iteration 12Q: 3 clusters Score -3277858 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3278424.750000 Penalty: 5086.404785
	Iteration 13Q: 3 clusters Score -3278425 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3278910.500000 Penalty: 5086.404785
	Iteration 14Q: 3 clusters Score -3278910 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3279349.250000 Penalty: 5086.404785
	Iteration 15Q: 3 clusters Score -3279349 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3279739.500000 Penalty: 5086.404785
	Iteration 16Q: 3 clusters Score -3279740 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3280078.750000 Penalty: 5086.404785
	Iteration 17Q: 3 clusters Score -3280079 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3280358.000000 Penalty: 5086.404785
	Iteration 18Q: 3 clusters Score -3280358 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3280529.750000 Penalty: 5086.404785
	Iteration 19Q: 3 clusters Score -3280530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3280635.500000 Penalty: 5086.404785
	Iteration 20F: 3 clusters Score -3280636 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3280721.000000 Penalty: 5086.404785
	Iteration 21Q: 3 clusters Score -3280721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3280798.750000 Penalty: 5086.404785
	Iteration 22Q: 3 clusters Score -3280799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3280861.500000 Penalty: 5086.404785
	Iteration 23Q: 3 clusters Score -3280862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3280927.500000 Penalty: 5086.404785
	Iteration 24Q: 3 clusters Score -3280928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3280974.000000 Penalty: 5086.404785
	Iteration 25Q: 3 clusters Score -3280974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3281013.250000 Penalty: 5086.404785
	Iteration 26Q: 3 clusters Score -3281013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3281027.250000 Penalty: 5086.404785
	Iteration 27Q: 3 clusters Score -3281027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3281048.750000 Penalty: 5086.404785
	Iteration 28Q: 3 clusters Score -3281049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3281069.000000 Penalty: 5086.404785
	Iteration 29Q: 3 clusters Score -3281069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3281089.750000 Penalty: 5086.404785
	Iteration 30Q: 3 clusters Score -3281090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3281106.750000 Penalty: 5086.404785
	Iteration 31Q: 3 clusters Score -3281107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3281128.500000 Penalty: 5086.404785
	Iteration 32Q: 3 clusters Score -3281128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3281146.000000 Penalty: 5086.404785
	Iteration 33Q: 3 clusters Score -3281146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3281156.000000 Penalty: 5086.404785
	Iteration 34Q: 3 clusters Score -3281156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3281158.500000 Penalty: 5086.404785
	Iteration 35Q: 3 clusters Score -3281158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3281162.000000 Penalty: 5086.404785
	Iteration 36Q: 3 clusters Score -3281162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3281167.750000 Penalty: 5086.404785
	Iteration 37Q: 3 clusters Score -3281168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3281173.250000 Penalty: 5086.404785
	Iteration 38Q: 3 clusters Score -3281173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3281172.750000 Penalty: 5086.404785
	Iteration 39Q: 3 clusters Score -3281173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3281175.500000 Penalty: 5086.404785
	Iteration 40F: 3 clusters Score -3281176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3281177.500000 Penalty: 5086.404785
	Iteration 41Q: 3 clusters Score -3281178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3281177.250000 Penalty: 5086.404785
	Iteration 42Q: 3 clusters Score -3281177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3281181.500000 Penalty: 5086.404785
	Iteration 43Q: 3 clusters Score -3281182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3281179.250000 Penalty: 5086.404785
	Iteration 44Q: 3 clusters Score -3281179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3281182.250000 Penalty: 5086.404785
	Iteration 45Q: 3 clusters Score -3281182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3281181.500000 Penalty: 5086.404785
	Iteration 46Q: 3 clusters Score -3281182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3281185.750000 Penalty: 5086.404785
	Iteration 47Q: 3 clusters Score -3281186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3281185.750000 Penalty: 5086.404785
	Iteration 48F: 3 clusters Score -3281186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Entering Unmasked Estep 
Score: -1392672.375000 Penalty: 2338.490234
	Iteration 0F: 2 clusters Score -1392672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1383579.000000 Penalty: 4676.980469
	Iteration 0F: 3 clusters Score -1383579 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1386578.125000 Penalty: 4676.980469
	Iteration 1F: 3 clusters Score -1386578 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1387122.375000 Penalty: 4676.980469
	Iteration 2F: 3 clusters Score -1387122 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1387606.000000 Penalty: 4676.980469
	Iteration 3F: 3 clusters Score -1387606 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1388024.875000 Penalty: 4676.980469
	Iteration 4F: 3 clusters Score -1388025 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1388410.500000 Penalty: 4676.980469
	Iteration 5F: 3 clusters Score -1388410 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1388769.625000 Penalty: 4676.980469
	Iteration 6Q: 3 clusters Score -1388770 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1389059.000000 Penalty: 4676.980469
	Iteration 7Q: 3 clusters Score -1389059 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1389292.250000 Penalty: 4676.980469
	Iteration 8Q: 3 clusters Score -1389292 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1389494.625000 Penalty: 4676.980469
	Iteration 9Q: 3 clusters Score -1389495 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1389669.750000 Penalty: 4676.980469
	Iteration 10Q: 3 clusters Score -1389670 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1389797.250000 Penalty: 4676.980469
	Iteration 11Q: 3 clusters Score -1389797 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1389885.250000 Penalty: 4676.980469
	Iteration 12Q: 3 clusters Score -1389885 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1389954.250000 Penalty: 4676.980469
	Iteration 13Q: 3 clusters Score -1389954 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1390017.375000 Penalty: 4676.980469
	Iteration 14Q: 3 clusters Score -1390017 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1390090.750000 Penalty: 4676.980469
	Iteration 15Q: 3 clusters Score -1390091 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1390157.500000 Penalty: 4676.980469
	Iteration 16Q: 3 clusters Score -1390158 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1390208.875000 Penalty: 4676.980469
	Iteration 17Q: 3 clusters Score -1390209 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1390263.625000 Penalty: 4676.980469
	Iteration 18Q: 3 clusters Score -1390264 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1390315.125000 Penalty: 4676.980469
	Iteration 19Q: 3 clusters Score -1390315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1390361.625000 Penalty: 4676.980469
	Iteration 20F: 3 clusters Score -1390362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1390408.375000 Penalty: 4676.980469
	Iteration 21Q: 3 clusters Score -1390408 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1390465.625000 Penalty: 4676.980469
	Iteration 22Q: 3 clusters Score -1390466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1390523.500000 Penalty: 4676.980469
	Iteration 23Q: 3 clusters Score -1390524 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1390596.125000 Penalty: 4676.980469
	Iteration 24Q: 3 clusters Score -1390596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1390666.375000 Penalty: 4676.980469
	Iteration 25Q: 3 clusters Score -1390666 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1390724.750000 Penalty: 4676.980469
	Iteration 26Q: 3 clusters Score -1390725 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1390791.375000 Penalty: 4676.980469
	Iteration 27Q: 3 clusters Score -1390791 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1390845.750000 Penalty: 4676.980469
	Iteration 28Q: 3 clusters Score -1390846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1390882.250000 Penalty: 4676.980469
	Iteration 29Q: 3 clusters Score -1390882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1390913.000000 Penalty: 4676.980469
	Iteration 30Q: 3 clusters Score -1390913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1390939.375000 Penalty: 4676.980469
	Iteration 31Q: 3 clusters Score -1390939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1390955.875000 Penalty: 4676.980469
	Iteration 32Q: 3 clusters Score -1390956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1390974.500000 Penalty: 4676.980469
	Iteration 33Q: 3 clusters Score -1390974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1390984.250000 Penalty: 4676.980469
	Iteration 34Q: 3 clusters Score -1390984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1390991.250000 Penalty: 4676.980469
	Iteration 35Q: 3 clusters Score -1390991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1390996.125000 Penalty: 4676.980469
	Iteration 36Q: 3 clusters Score -1390996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1391001.625000 Penalty: 4676.980469
	Iteration 37Q: 3 clusters Score -1391002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1391004.750000 Penalty: 4676.980469
	Iteration 38Q: 3 clusters Score -1391005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1391009.625000 Penalty: 4676.980469
	Iteration 39Q: 3 clusters Score -1391010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1391012.000000 Penalty: 4676.980469
	Iteration 40F: 3 clusters Score -1391012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1391019.625000 Penalty: 4676.980469
	Iteration 41Q: 3 clusters Score -1391020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1391025.750000 Penalty: 4676.980469
	Iteration 42Q: 3 clusters Score -1391026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1391027.250000 Penalty: 4676.980469
	Iteration 43Q: 3 clusters Score -1391027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1391029.125000 Penalty: 4676.980469
	Iteration 44Q: 3 clusters Score -1391029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1391031.750000 Penalty: 4676.980469
	Iteration 45Q: 3 clusters Score -1391032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1391037.500000 Penalty: 4676.980469
	Iteration 46Q: 3 clusters Score -1391038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1391036.625000 Penalty: 4676.980469
	Iteration 47Q: 3 clusters Score -1391037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1391036.125000 Penalty: 4676.980469
	Iteration 48Q: 3 clusters Score -1391036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1391038.000000 Penalty: 4676.980469
	Iteration 49Q: 3 clusters Score -1391038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1391043.125000 Penalty: 4676.980469
	Iteration 50Q: 3 clusters Score -1391043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1391044.875000 Penalty: 4676.980469
	Iteration 51Q: 3 clusters Score -1391045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1391048.125000 Penalty: 4676.980469
	Iteration 52Q: 3 clusters Score -1391048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1391054.250000 Penalty: 4676.980469
	Iteration 53Q: 3 clusters Score -1391054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1391056.250000 Penalty: 4676.980469
	Iteration 54Q: 3 clusters Score -1391056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1391056.500000 Penalty: 4676.980469
	Iteration 55Q: 3 clusters Score -1391056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1391056.375000 Penalty: 4676.980469
	Iteration 56Q: 3 clusters Score -1391056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1391057.125000 Penalty: 4676.980469
	Iteration 57Q: 3 clusters Score -1391057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1391057.250000 Penalty: 4676.980469
	Iteration 58Q: 3 clusters Score -1391057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1391059.250000 Penalty: 4676.980469
	Iteration 59Q: 3 clusters Score -1391059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1391057.750000 Penalty: 4676.980469
	Iteration 60F: 3 clusters Score -1391058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1391059.000000 Penalty: 4676.980469
	Iteration 61Q: 3 clusters Score -1391059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1391063.250000 Penalty: 4676.980469
	Iteration 62Q: 3 clusters Score -1391063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1391066.000000 Penalty: 4676.980469
	Iteration 63Q: 3 clusters Score -1391066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1391062.500000 Penalty: 4676.980469
	Iteration 64Q: 3 clusters Score -1391062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1391063.375000 Penalty: 4676.980469
	Iteration 65Q: 3 clusters Score -1391063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1391063.500000 Penalty: 4676.980469
	Iteration 66Q: 3 clusters Score -1391064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1391063.500000 Penalty: 4676.980469
	Iteration 67F: 3 clusters Score -1391064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 169398 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 39154 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167302 members 
Mstep: Class 9 contains 111416 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171599 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 172624 members 
Mstep: Class 23 contains 28122 members 
Mstep: Class 24 contains 10513 members 
Mstep: Class 25 contains 45715 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72963 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14694 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14651 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569248.000000 Penalty: 124948.460938
Iteration 239Q: 36 clusters Score -2.055692e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 169350 members 
Mstep: Class 4 contains 44771 members 
Mstep: Class 5 contains 39158 members 
Mstep: Class 6 contains 15167 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167325 members 
Mstep: Class 9 contains 111417 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113494 members 
Mstep: Class 12 contains 259024 members 
Mstep: Class 13 contains 32573 members 
Mstep: Class 14 contains 171606 members 
Mstep: Class 15 contains 17072 members 
Mstep: Class 16 contains 26520 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 20907 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22550 members 
Mstep: Class 22 contains 172625 members 
Mstep: Class 23 contains 28119 members 
Mstep: Class 24 contains 10506 members 
Mstep: Class 25 contains 45736 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72970 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 14705 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14655 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569488.000000 Penalty: 124948.460938
Iteration 240F: 36 clusters Score -2.055695e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 169317 members 
Mstep: Class 4 contains 44780 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 15173 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167331 members 
Mstep: Class 9 contains 111417 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 259023 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171616 members 
Mstep: Class 15 contains 17068 members 
Mstep: Class 16 contains 26501 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 20909 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22548 members 
Mstep: Class 22 contains 172623 members 
Mstep: Class 23 contains 28118 members 
Mstep: Class 24 contains 10497 members 
Mstep: Class 25 contains 45755 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72974 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14711 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14660 members 
Mstep: Class 34 contains 28420 members 
Mstep: Class 35 contains 12450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569392.000000 Penalty: 124948.460938
Iteration 241Q: 36 clusters Score -2.055694e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 169283 members 
Mstep: Class 4 contains 44786 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 15176 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167339 members 
Mstep: Class 9 contains 111415 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113488 members 
Mstep: Class 12 contains 259031 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 171623 members 
Mstep: Class 15 contains 17072 members 
Mstep: Class 16 contains 26485 members 
Mstep: Class 17 contains 81471 members 
Mstep: Class 18 contains 20913 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22544 members 
Mstep: Class 22 contains 172623 members 
Mstep: Class 23 contains 28109 members 
Mstep: Class 24 contains 10489 members 
Mstep: Class 25 contains 45768 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 72979 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14725 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14670 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569408.000000 Penalty: 124948.460938
Iteration 242Q: 36 clusters Score -2.055694e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 169257 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 39177 members 
Mstep: Class 6 contains 15177 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167348 members 
Mstep: Class 9 contains 111410 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113484 members 
Mstep: Class 12 contains 259031 members 
Mstep: Class 13 contains 32571 members 
Mstep: Class 14 contains 171623 members 
Mstep: Class 15 contains 17074 members 
Mstep: Class 16 contains 26465 members 
Mstep: Class 17 contains 81472 members 
Mstep: Class 18 contains 20915 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22543 members 
Mstep: Class 22 contains 172620 members 
Mstep: Class 23 contains 28099 members 
Mstep: Class 24 contains 10485 members 
Mstep: Class 25 contains 45784 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72984 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 14740 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14676 members 
Mstep: Class 34 contains 28422 members 
Mstep: Class 35 contains 12452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569264.000000 Penalty: 124948.460938
Iteration 243Q: 36 clusters Score -2.055693e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 169226 members 
Mstep: Class 4 contains 44803 members 
Mstep: Class 5 contains 39183 members 
Mstep: Class 6 contains 15178 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167352 members 
Mstep: Class 9 contains 111410 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113479 members 
Mstep: Class 12 contains 259040 members 
Mstep: Class 13 contains 32563 members 
Mstep: Class 14 contains 171631 members 
Mstep: Class 15 contains 17074 members 
Mstep: Class 16 contains 26439 members 
Mstep: Class 17 contains 81471 members 
Mstep: Class 18 contains 20917 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22544 members 
Mstep: Class 22 contains 172618 members 
Mstep: Class 23 contains 28086 members 
Mstep: Class 24 contains 10479 members 
Mstep: Class 25 contains 45799 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72994 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 14755 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14688 members 
Mstep: Class 34 contains 28422 members 
Mstep: Class 35 contains 12454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569440.000000 Penalty: 124948.460938
Iteration 244Q: 36 clusters Score -2.055694e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 169201 members 
Mstep: Class 4 contains 44802 members 
Mstep: Class 5 contains 39186 members 
Mstep: Class 6 contains 15184 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167348 members 
Mstep: Class 9 contains 111411 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113483 members 
Mstep: Class 12 contains 259037 members 
Mstep: Class 13 contains 32562 members 
Mstep: Class 14 contains 171637 members 
Mstep: Class 15 contains 17075 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 81471 members 
Mstep: Class 18 contains 20916 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22540 members 
Mstep: Class 22 contains 172616 members 
Mstep: Class 23 contains 28075 members 
Mstep: Class 24 contains 10469 members 
Mstep: Class 25 contains 45821 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 72998 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 14769 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14696 members 
Mstep: Class 34 contains 28423 members 
Mstep: Class 35 contains 12453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569472.000000 Penalty: 124948.460938
Iteration 245Q: 36 clusters Score -2.055695e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 169172 members 
Mstep: Class 4 contains 44794 members 
Mstep: Class 5 contains 39194 members 
Mstep: Class 6 contains 15188 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167353 members 
Mstep: Class 9 contains 111409 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113486 members 
Mstep: Class 12 contains 259036 members 
Mstep: Class 13 contains 32563 members 
Mstep: Class 14 contains 171650 members 
Mstep: Class 15 contains 17075 members 
Mstep: Class 16 contains 26420 members 
Mstep: Class 17 contains 81472 members 
Mstep: Class 18 contains 20916 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22536 members 
Mstep: Class 22 contains 172617 members 
Mstep: Class 23 contains 28066 members 
Mstep: Class 24 contains 10458 members 
Mstep: Class 25 contains 45834 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 73001 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 14781 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14702 members 
Mstep: Class 34 contains 28423 members 
Mstep: Class 35 contains 12453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569296.000000 Penalty: 124948.460938
Iteration 246Q: 36 clusters Score -2.055693e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 169151 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 39202 members 
Mstep: Class 6 contains 15191 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167342 members 
Mstep: Class 9 contains 111409 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113489 members 
Mstep: Class 12 contains 259025 members 
Mstep: Class 13 contains 32562 members 
Mstep: Class 14 contains 171653 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26407 members 
Mstep: Class 17 contains 81470 members 
Mstep: Class 18 contains 20915 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22533 members 
Mstep: Class 22 contains 172621 members 
Mstep: Class 23 contains 28060 members 
Mstep: Class 24 contains 10449 members 
Mstep: Class 25 contains 45849 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 73006 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 14798 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14717 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569264.000000 Penalty: 124948.460938
Iteration 247Q: 36 clusters Score -2.055693e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 169132 members 
Mstep: Class 4 contains 44804 members 
Mstep: Class 5 contains 39209 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167324 members 
Mstep: Class 9 contains 111406 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 259022 members 
Mstep: Class 13 contains 32566 members 
Mstep: Class 14 contains 171653 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26400 members 
Mstep: Class 17 contains 81472 members 
Mstep: Class 18 contains 20915 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22531 members 
Mstep: Class 22 contains 172620 members 
Mstep: Class 23 contains 28050 members 
Mstep: Class 24 contains 10440 members 
Mstep: Class 25 contains 45870 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 73004 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 14810 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14732 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569280.000000 Penalty: 124948.460938
Iteration 248Q: 36 clusters Score -2.055693e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 169117 members 
Mstep: Class 4 contains 44817 members 
Mstep: Class 5 contains 39215 members 
Mstep: Class 6 contains 15197 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167302 members 
Mstep: Class 9 contains 111400 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 259010 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 171655 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26387 members 
Mstep: Class 17 contains 81471 members 
Mstep: Class 18 contains 20916 members 
Mstep: Class 19 contains 4311 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22527 members 
Mstep: Class 22 contains 172622 members 
Mstep: Class 23 contains 28042 members 
Mstep: Class 24 contains 10433 members 
Mstep: Class 25 contains 45891 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 73005 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 14836 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14743 members 
Mstep: Class 34 contains 28423 members 
Mstep: Class 35 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569264.000000 Penalty: 124948.460938
Iteration 249Q: 36 clusters Score -2.055693e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 169099 members 
Mstep: Class 4 contains 44830 members 
Mstep: Class 5 contains 39221 members 
Mstep: Class 6 contains 15199 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167289 members 
Mstep: Class 9 contains 111397 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 258992 members 
Mstep: Class 13 contains 32567 members 
Mstep: Class 14 contains 171657 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26376 members 
Mstep: Class 17 contains 81470 members 
Mstep: Class 18 contains 20917 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22528 members 
Mstep: Class 22 contains 172617 members 
Mstep: Class 23 contains 28033 members 
Mstep: Class 24 contains 10429 members 
Mstep: Class 25 contains 45914 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72999 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5516 members 
Mstep: Class 30 contains 14858 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14756 members 
Mstep: Class 34 contains 28423 members 
Mstep: Class 35 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569024.000000 Penalty: 124948.460938
Iteration 250Q: 36 clusters Score -2.05569e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 169081 members 
Mstep: Class 4 contains 44839 members 
Mstep: Class 5 contains 39227 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167274 members 
Mstep: Class 9 contains 111395 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258976 members 
Mstep: Class 13 contains 32566 members 
Mstep: Class 14 contains 171663 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26366 members 
Mstep: Class 17 contains 81469 members 
Mstep: Class 18 contains 20921 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22529 members 
Mstep: Class 22 contains 172617 members 
Mstep: Class 23 contains 28018 members 
Mstep: Class 24 contains 10424 members 
Mstep: Class 25 contains 45939 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 72995 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 14876 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14765 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569184.000000 Penalty: 124948.460938
Iteration 251Q: 36 clusters Score -2.055692e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 169057 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39229 members 
Mstep: Class 6 contains 15206 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 167260 members 
Mstep: Class 9 contains 111391 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113503 members 
Mstep: Class 12 contains 258980 members 
Mstep: Class 13 contains 32565 members 
Mstep: Class 14 contains 171666 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26345 members 
Mstep: Class 17 contains 81468 members 
Mstep: Class 18 contains 20925 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22529 members 
Mstep: Class 22 contains 172616 members 
Mstep: Class 23 contains 27999 members 
Mstep: Class 24 contains 10417 members 
Mstep: Class 25 contains 45965 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72996 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5515 members 
Mstep: Class 30 contains 14899 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14777 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569360.000000 Penalty: 124948.460938
Iteration 252Q: 36 clusters Score -2.055694e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169054 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39231 members 
Mstep: Class 6 contains 15212 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167219 members 
Mstep: Class 9 contains 111388 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113503 members 
Mstep: Class 12 contains 258986 members 
Mstep: Class 13 contains 32564 members 
Mstep: Class 14 contains 171672 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26322 members 
Mstep: Class 17 contains 81470 members 
Mstep: Class 18 contains 20926 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22528 members 
Mstep: Class 22 contains 172620 members 
Mstep: Class 23 contains 27990 members 
Mstep: Class 24 contains 10415 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72996 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 14913 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14779 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569392.000000 Penalty: 124948.460938
Iteration 253Q: 36 clusters Score -2.055694e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169049 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39230 members 
Mstep: Class 6 contains 15214 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167196 members 
Mstep: Class 9 contains 111386 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113503 members 
Mstep: Class 12 contains 258986 members 
Mstep: Class 13 contains 32566 members 
Mstep: Class 14 contains 171681 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26309 members 
Mstep: Class 17 contains 81471 members 
Mstep: Class 18 contains 20925 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22524 members 
Mstep: Class 22 contains 172620 members 
Mstep: Class 23 contains 27983 members 
Mstep: Class 24 contains 10407 members 
Mstep: Class 25 contains 46015 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72998 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14928 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14787 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569456.000000 Penalty: 124948.460938
Iteration 254Q: 36 clusters Score -2.055695e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169052 members 
Mstep: Class 4 contains 44860 members 
Mstep: Class 5 contains 39233 members 
Mstep: Class 6 contains 15216 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167168 members 
Mstep: Class 9 contains 111375 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 258980 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 171690 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26294 members 
Mstep: Class 17 contains 81470 members 
Mstep: Class 18 contains 20928 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22523 members 
Mstep: Class 22 contains 172617 members 
Mstep: Class 23 contains 27973 members 
Mstep: Class 24 contains 10401 members 
Mstep: Class 25 contains 46039 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 72999 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14947 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14796 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569152.000000 Penalty: 124948.460938
Iteration 255Q: 36 clusters Score -2.055692e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169034 members 
Mstep: Class 4 contains 44860 members 
Mstep: Class 5 contains 39235 members 
Mstep: Class 6 contains 15214 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167151 members 
Mstep: Class 9 contains 111379 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113506 members 
Mstep: Class 12 contains 258983 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 171695 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26277 members 
Mstep: Class 17 contains 81469 members 
Mstep: Class 18 contains 20930 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22524 members 
Mstep: Class 22 contains 172613 members 
Mstep: Class 23 contains 27966 members 
Mstep: Class 24 contains 10398 members 
Mstep: Class 25 contains 46063 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 73001 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14955 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14806 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569408.000000 Penalty: 124948.460938
Iteration 256Q: 36 clusters Score -2.055694e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 169009 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39235 members 
Mstep: Class 6 contains 15212 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 167148 members 
Mstep: Class 9 contains 111381 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113500 members 
Mstep: Class 12 contains 258976 members 
Mstep: Class 13 contains 32574 members 
Mstep: Class 14 contains 171704 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26264 members 
Mstep: Class 17 contains 81465 members 
Mstep: Class 18 contains 20932 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22524 members 
Mstep: Class 22 contains 172610 members 
Mstep: Class 23 contains 27961 members 
Mstep: Class 24 contains 10398 members 
Mstep: Class 25 contains 46085 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 73006 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14964 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14821 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569440.000000 Penalty: 124948.460938
Iteration 257Q: 36 clusters Score -2.055694e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 168995 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39233 members 
Mstep: Class 6 contains 15214 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167134 members 
Mstep: Class 9 contains 111377 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113500 members 
Mstep: Class 12 contains 258977 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 171711 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26260 members 
Mstep: Class 17 contains 81466 members 
Mstep: Class 18 contains 20934 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22525 members 
Mstep: Class 22 contains 172604 members 
Mstep: Class 23 contains 27953 members 
Mstep: Class 24 contains 10396 members 
Mstep: Class 25 contains 46104 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 73014 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14975 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14837 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569648.000000 Penalty: 124948.460938
Iteration 258Q: 36 clusters Score -2.055696e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 168972 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39233 members 
Mstep: Class 6 contains 15213 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167137 members 
Mstep: Class 9 contains 111372 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258978 members 
Mstep: Class 13 contains 32577 members 
Mstep: Class 14 contains 171720 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26256 members 
Mstep: Class 17 contains 81466 members 
Mstep: Class 18 contains 20934 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22525 members 
Mstep: Class 22 contains 172589 members 
Mstep: Class 23 contains 27940 members 
Mstep: Class 24 contains 10393 members 
Mstep: Class 25 contains 46122 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 73015 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 14990 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14860 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569664.000000 Penalty: 124948.460938
Iteration 259Q: 36 clusters Score -2.055697e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 168969 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39234 members 
Mstep: Class 6 contains 15214 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167129 members 
Mstep: Class 9 contains 111368 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113500 members 
Mstep: Class 12 contains 258974 members 
Mstep: Class 13 contains 32577 members 
Mstep: Class 14 contains 171725 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26252 members 
Mstep: Class 17 contains 81464 members 
Mstep: Class 18 contains 20932 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22524 members 
Mstep: Class 22 contains 172583 members 
Mstep: Class 23 contains 27918 members 
Mstep: Class 24 contains 10391 members 
Mstep: Class 25 contains 46139 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 73017 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5511 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14876 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569552.000000 Penalty: 124948.460938
Iteration 260F: 36 clusters Score -2.055696e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168964 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 39237 members 
Mstep: Class 6 contains 15217 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167106 members 
Mstep: Class 9 contains 111364 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113501 members 
Mstep: Class 12 contains 258971 members 
Mstep: Class 13 contains 32575 members 
Mstep: Class 14 contains 171726 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26253 members 
Mstep: Class 17 contains 81463 members 
Mstep: Class 18 contains 20932 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22523 members 
Mstep: Class 22 contains 172571 members 
Mstep: Class 23 contains 27893 members 
Mstep: Class 24 contains 10390 members 
Mstep: Class 25 contains 46161 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 73021 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 15015 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14900 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569552.000000 Penalty: 124948.460938
Iteration 261Q: 36 clusters Score -2.055696e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168959 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39241 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167088 members 
Mstep: Class 9 contains 111359 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 258960 members 
Mstep: Class 13 contains 32573 members 
Mstep: Class 14 contains 171727 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26250 members 
Mstep: Class 17 contains 81458 members 
Mstep: Class 18 contains 20931 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22520 members 
Mstep: Class 22 contains 172570 members 
Mstep: Class 23 contains 27869 members 
Mstep: Class 24 contains 10389 members 
Mstep: Class 25 contains 46182 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 73024 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 15036 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14921 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569760.000000 Penalty: 124948.460938
Iteration 262Q: 36 clusters Score -2.055698e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 168947 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39241 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167070 members 
Mstep: Class 9 contains 111362 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113507 members 
Mstep: Class 12 contains 258959 members 
Mstep: Class 13 contains 32573 members 
Mstep: Class 14 contains 171725 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26247 members 
Mstep: Class 17 contains 81455 members 
Mstep: Class 18 contains 20933 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22520 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 27848 members 
Mstep: Class 24 contains 10387 members 
Mstep: Class 25 contains 46207 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 73025 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 15042 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14939 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569440.000000 Penalty: 124948.460938
Iteration 263Q: 36 clusters Score -2.055694e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168935 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39242 members 
Mstep: Class 6 contains 15223 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167048 members 
Mstep: Class 9 contains 111361 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113505 members 
Mstep: Class 12 contains 258959 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 171727 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26242 members 
Mstep: Class 17 contains 81455 members 
Mstep: Class 18 contains 20935 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 22516 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 27832 members 
Mstep: Class 24 contains 10386 members 
Mstep: Class 25 contains 46236 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 73027 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 15051 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14952 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569664.000000 Penalty: 124948.460938
Iteration 264Q: 36 clusters Score -2.055697e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168919 members 
Mstep: Class 4 contains 44859 members 
Mstep: Class 5 contains 39248 members 
Mstep: Class 6 contains 15224 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167042 members 
Mstep: Class 9 contains 111360 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113508 members 
Mstep: Class 12 contains 258957 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 171732 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 26238 members 
Mstep: Class 17 contains 81456 members 
Mstep: Class 18 contains 20936 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22512 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 27815 members 
Mstep: Class 24 contains 10382 members 
Mstep: Class 25 contains 46250 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 15062 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14958 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569632.000000 Penalty: 124948.460938
Iteration 265Q: 36 clusters Score -2.055696e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168910 members 
Mstep: Class 4 contains 44859 members 
Mstep: Class 5 contains 39253 members 
Mstep: Class 6 contains 15227 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167030 members 
Mstep: Class 9 contains 111355 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113506 members 
Mstep: Class 12 contains 258948 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 171731 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 26237 members 
Mstep: Class 17 contains 81459 members 
Mstep: Class 18 contains 20939 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22511 members 
Mstep: Class 22 contains 172569 members 
Mstep: Class 23 contains 27800 members 
Mstep: Class 24 contains 10379 members 
Mstep: Class 25 contains 46265 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 73027 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5513 members 
Mstep: Class 30 contains 15075 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14970 members 
Mstep: Class 34 contains 28427 members 
Mstep: Class 35 contains 12482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569424.000000 Penalty: 124948.460938
Iteration 266Q: 36 clusters Score -2.055694e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168899 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39259 members 
Mstep: Class 6 contains 15229 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167013 members 
Mstep: Class 9 contains 111356 members 
Mstep: Class 10 contains 6141 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 258946 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 171731 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26237 members 
Mstep: Class 17 contains 81455 members 
Mstep: Class 18 contains 20943 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22509 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27778 members 
Mstep: Class 24 contains 10378 members 
Mstep: Class 25 contains 46285 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 73024 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 15093 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 14985 members 
Mstep: Class 34 contains 28428 members 
Mstep: Class 35 contains 12482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569424.000000 Penalty: 124948.460938
Iteration 267Q: 36 clusters Score -2.055694e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168884 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39265 members 
Mstep: Class 6 contains 15231 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 167002 members 
Mstep: Class 9 contains 111353 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258942 members 
Mstep: Class 13 contains 32568 members 
Mstep: Class 14 contains 171738 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 26235 members 
Mstep: Class 17 contains 81455 members 
Mstep: Class 18 contains 20945 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22503 members 
Mstep: Class 22 contains 172574 members 
Mstep: Class 23 contains 27757 members 
Mstep: Class 24 contains 10378 members 
Mstep: Class 25 contains 46304 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73020 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 15106 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15001 members 
Mstep: Class 34 contains 28430 members 
Mstep: Class 35 contains 12487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569104.000000 Penalty: 124948.460938
Iteration 268Q: 36 clusters Score -2.055691e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168886 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39274 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 166968 members 
Mstep: Class 9 contains 111353 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258937 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171736 members 
Mstep: Class 15 contains 17096 members 
Mstep: Class 16 contains 26233 members 
Mstep: Class 17 contains 81453 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22504 members 
Mstep: Class 22 contains 172570 members 
Mstep: Class 23 contains 27738 members 
Mstep: Class 24 contains 10378 members 
Mstep: Class 25 contains 46323 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 73021 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5507 members 
Mstep: Class 30 contains 15113 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15017 members 
Mstep: Class 34 contains 28429 members 
Mstep: Class 35 contains 12491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569072.000000 Penalty: 124948.460938
Iteration 269Q: 36 clusters Score -2.055691e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168883 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39279 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 166938 members 
Mstep: Class 9 contains 111353 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258941 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 171737 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 26230 members 
Mstep: Class 17 contains 81452 members 
Mstep: Class 18 contains 20946 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27718 members 
Mstep: Class 24 contains 10374 members 
Mstep: Class 25 contains 46340 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 73020 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5506 members 
Mstep: Class 30 contains 15123 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15032 members 
Mstep: Class 34 contains 28427 members 
Mstep: Class 35 contains 12497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569264.000000 Penalty: 124948.460938
Iteration 270Q: 36 clusters Score -2.055693e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 168878 members 
Mstep: Class 4 contains 44860 members 
Mstep: Class 5 contains 39281 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 166904 members 
Mstep: Class 9 contains 111353 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258940 members 
Mstep: Class 13 contains 32571 members 
Mstep: Class 14 contains 171741 members 
Mstep: Class 15 contains 17096 members 
Mstep: Class 16 contains 26227 members 
Mstep: Class 17 contains 81451 members 
Mstep: Class 18 contains 20946 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27702 members 
Mstep: Class 24 contains 10373 members 
Mstep: Class 25 contains 46373 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 73020 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5506 members 
Mstep: Class 30 contains 15131 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15046 members 
Mstep: Class 34 contains 28427 members 
Mstep: Class 35 contains 12500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569248.000000 Penalty: 124948.460938
Iteration 271Q: 36 clusters Score -2.055692e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 168856 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 39283 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 166890 members 
Mstep: Class 9 contains 111356 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258941 members 
Mstep: Class 13 contains 32579 members 
Mstep: Class 14 contains 171745 members 
Mstep: Class 15 contains 17097 members 
Mstep: Class 16 contains 26224 members 
Mstep: Class 17 contains 81450 members 
Mstep: Class 18 contains 20945 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172573 members 
Mstep: Class 23 contains 27681 members 
Mstep: Class 24 contains 10370 members 
Mstep: Class 25 contains 46402 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 73023 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5506 members 
Mstep: Class 30 contains 15148 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15054 members 
Mstep: Class 34 contains 28427 members 
Mstep: Class 35 contains 12502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569424.000000 Penalty: 124948.460938
Iteration 272Q: 36 clusters Score -2.055694e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 168842 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 39285 members 
Mstep: Class 6 contains 15238 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 166882 members 
Mstep: Class 9 contains 111353 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113500 members 
Mstep: Class 12 contains 258941 members 
Mstep: Class 13 contains 32575 members 
Mstep: Class 14 contains 171745 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 26223 members 
Mstep: Class 17 contains 81451 members 
Mstep: Class 18 contains 20946 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172572 members 
Mstep: Class 23 contains 27665 members 
Mstep: Class 24 contains 10367 members 
Mstep: Class 25 contains 46418 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 73022 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5505 members 
Mstep: Class 30 contains 15167 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15064 members 
Mstep: Class 34 contains 28426 members 
Mstep: Class 35 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569312.000000 Penalty: 124948.460938
Iteration 273Q: 36 clusters Score -2.055693e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 168818 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 39295 members 
Mstep: Class 6 contains 15238 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 166869 members 
Mstep: Class 9 contains 111350 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 258944 members 
Mstep: Class 13 contains 32579 members 
Mstep: Class 14 contains 171743 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 17 contains 81451 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27649 members 
Mstep: Class 24 contains 10364 members 
Mstep: Class 25 contains 46438 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 73023 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5504 members 
Mstep: Class 30 contains 15184 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15072 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569264.000000 Penalty: 124948.460938
Iteration 274Q: 36 clusters Score -2.055693e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 168803 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 39298 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 166858 members 
Mstep: Class 9 contains 111348 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113489 members 
Mstep: Class 12 contains 258943 members 
Mstep: Class 13 contains 32585 members 
Mstep: Class 14 contains 171744 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 17 contains 81453 members 
Mstep: Class 18 contains 20947 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172573 members 
Mstep: Class 23 contains 27632 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 46461 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 73023 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15200 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15085 members 
Mstep: Class 34 contains 28425 members 
Mstep: Class 35 contains 12506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568864.000000 Penalty: 124948.460938
Iteration 275Q: 36 clusters Score -2.055689e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 168794 members 
Mstep: Class 4 contains 44859 members 
Mstep: Class 5 contains 39303 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166831 members 
Mstep: Class 9 contains 111349 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113488 members 
Mstep: Class 12 contains 258947 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171745 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 17 contains 81450 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172578 members 
Mstep: Class 23 contains 27622 members 
Mstep: Class 24 contains 10346 members 
Mstep: Class 25 contains 46478 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 73024 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15216 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15090 members 
Mstep: Class 34 contains 28424 members 
Mstep: Class 35 contains 12514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568896.000000 Penalty: 124948.460938
Iteration 276Q: 36 clusters Score -2.055689e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 168783 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39309 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166806 members 
Mstep: Class 9 contains 111348 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113485 members 
Mstep: Class 12 contains 258949 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171746 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 17 contains 81449 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172578 members 
Mstep: Class 23 contains 27616 members 
Mstep: Class 24 contains 10340 members 
Mstep: Class 25 contains 46497 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73023 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15236 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15093 members 
Mstep: Class 34 contains 28423 members 
Mstep: Class 35 contains 12519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568912.000000 Penalty: 124948.460938
Iteration 277Q: 36 clusters Score -2.055689e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 168775 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39316 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166779 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113485 members 
Mstep: Class 12 contains 258951 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171749 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26217 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20955 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27608 members 
Mstep: Class 24 contains 10338 members 
Mstep: Class 25 contains 46511 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73023 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15249 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15102 members 
Mstep: Class 34 contains 28422 members 
Mstep: Class 35 contains 12531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569040.000000 Penalty: 124948.460938
Iteration 278Q: 36 clusters Score -2.05569e+08 nChanged 217
Entering ConstructFrom: 
Score: -205569040.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (46986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Entering Unmasked Estep 
Score: -5512029.000000 Penalty: 2667.885986
	Iteration 0F: 2 clusters Score -5512029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5480312.000000 Penalty: 5335.771973
	Iteration 0F: 3 clusters Score -5480312 nChanged 21729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5492485.000000 Penalty: 5335.771973
	Iteration 1F: 3 clusters Score -5492485 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5493336.500000 Penalty: 5335.771973
	Iteration 2Q: 3 clusters Score -5493336 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -5494381.000000 Penalty: 5335.771973
	Iteration 3F: 3 clusters Score -5494381 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -5495799.000000 Penalty: 5335.771973
	Iteration 4F: 3 clusters Score -5495799 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5497362.500000 Penalty: 5335.771973
	Iteration 5F: 3 clusters Score -5497362 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -5499127.000000 Penalty: 5335.771973
	Iteration 6F: 3 clusters Score -5499127 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -5501003.500000 Penalty: 5335.771973
	Iteration 7F: 3 clusters Score -5501004 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -5502796.000000 Penalty: 5335.771973
	Iteration 8F: 3 clusters Score -5502796 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5504408.000000 Penalty: 5335.771973
	Iteration 9F: 3 clusters Score -5504408 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5505766.000000 Penalty: 5335.771973
	Iteration 10Q: 3 clusters Score -5505766 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5506900.500000 Penalty: 5335.771973
	Iteration 11Q: 3 clusters Score -5506900 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -5507881.500000 Penalty: 5335.771973
	Iteration 12Q: 3 clusters Score -5507882 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5508626.000000 Penalty: 5335.771973
	Iteration 13Q: 3 clusters Score -5508626 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -5509081.000000 Penalty: 5335.771973
	Iteration 14Q: 3 clusters Score -5509081 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -5509405.500000 Penalty: 5335.771973
	Iteration 15Q: 3 clusters Score -5509406 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -5509577.000000 Penalty: 5335.771973
	Iteration 16Q: 3 clusters Score -5509577 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5509687.500000 Penalty: 5335.771973
	Iteration 17Q: 3 clusters Score -5509688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -5509776.500000 Penalty: 5335.771973
	Iteration 18Q: 3 clusters Score -5509776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5509821.500000 Penalty: 5335.771973
	Iteration 19Q: 3 clusters Score -5509822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -5509851.000000 Penalty: 5335.771973
	Iteration 20F: 3 clusters Score -5509851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -5509879.000000 Penalty: 5335.771973
	Iteration 21Q: 3 clusters Score -5509879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5509908.000000 Penalty: 5335.771973
	Iteration 22Q: 3 clusters Score -5509908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -5509941.500000 Penalty: 5335.771973
	Iteration 23Q: 3 clusters Score -5509942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -5509963.500000 Penalty: 5335.771973
	Iteration 24Q: 3 clusters Score -5509964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -5509969.000000 Penalty: 5335.771973
	Iteration 25Q: 3 clusters Score -5509969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5509984.000000 Penalty: 5335.771973
	Iteration 26Q: 3 clusters Score -5509984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -5509995.000000 Penalty: 5335.771973
	Iteration 27Q: 3 clusters Score -5509995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5510004.500000 Penalty: 5335.771973
	Iteration 28Q: 3 clusters Score -5510004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -5510006.500000 Penalty: 5335.771973
	Iteration 29Q: 3 clusters Score -5510006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -5510009.500000 Penalty: 5335.771973
	Iteration 30Q: 3 clusters Score -5510010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5510008.000000 Penalty: 5335.771973
	Iteration 31Q: 3 clusters Score -5510008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -5510020.500000 Penalty: 5335.771973
	Iteration 32Q: 3 clusters Score -5510020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -5510018.000000 Penalty: 5335.771973
	Iteration 33Q: 3 clusters Score -5510018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -5510020.500000 Penalty: 5335.771973
	Iteration 34Q: 3 clusters Score -5510020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5510025.500000 Penalty: 5335.771973
	Iteration 35Q: 3 clusters Score -5510026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5510026.000000 Penalty: 5335.771973
	Iteration 36Q: 3 clusters Score -5510026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -5510024.500000 Penalty: 5335.771973
	Iteration 37Q: 3 clusters Score -5510024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5510025.000000 Penalty: 5335.771973
	Iteration 38Q: 3 clusters Score -5510025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5510029.000000 Penalty: 5335.771973
	Iteration 39Q: 3 clusters Score -5510029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5510031.500000 Penalty: 5335.771973
	Iteration 40F: 3 clusters Score -5510032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5510029.000000 Penalty: 5335.771973
	Iteration 41Q: 3 clusters Score -5510029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -5510029.500000 Penalty: 5335.771973
	Iteration 42Q: 3 clusters Score -5510030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -5510033.500000 Penalty: 5335.771973
	Iteration 43Q: 3 clusters Score -5510034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -5510032.500000 Penalty: 5335.771973
	Iteration 44Q: 3 clusters Score -5510032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -5510038.000000 Penalty: 5335.771973
	Iteration 45Q: 3 clusters Score -5510038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -5510034.000000 Penalty: 5335.771973
	Iteration 46Q: 3 clusters Score -5510034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -5510034.000000 Penalty: 5335.771973
	Iteration 47F: 3 clusters Score -5510034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -771696.812500 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -771696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -766173.187500 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -766173.2 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -767655.125000 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -767655.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -767944.500000 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -767944.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -768172.000000 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -768172 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -768406.562500 Penalty: 4358.915039
	Iteration 4F: 3 clusters Score -768406.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -768662.000000 Penalty: 4358.915039
	Iteration 5F: 3 clusters Score -768662 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -768947.937500 Penalty: 4358.915039
	Iteration 6F: 3 clusters Score -768947.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -769210.000000 Penalty: 4358.915039
	Iteration 7F: 3 clusters Score -769210 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -769449.500000 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -769449.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -769668.250000 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -769668.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -769844.437500 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -769844.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -769979.937500 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -769979.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -770069.937500 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -770069.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -770132.500000 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -770132.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -770170.937500 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -770170.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -770204.750000 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -770204.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -770235.687500 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -770235.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -770256.125000 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -770256.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -770264.937500 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -770264.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -770278.062500 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -770278.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -770281.250000 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -770281.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -770286.187500 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -770286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -770286.812500 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -770286.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -770288.625000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -770288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -770288.250000 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -770288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -770289.437500 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -770289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -770289.812500 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -770289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -770290.062500 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -770290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -770292.312500 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -770292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -770291.375000 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -770291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -770291.312500 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -770291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -770292.937500 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -770292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -770294.937500 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -770294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -770295.875000 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -770295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -770297.687500 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -770297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -770298.437500 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -770298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -770298.562500 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -770298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -770300.562500 Penalty: 4358.915039
	Iteration 37Q: 3 clusters Score -770300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -770300.625000 Penalty: 4358.915039
	Iteration 38Q: 3 clusters Score -770300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -770301.500000 Penalty: 4358.915039
	Iteration 39Q: 3 clusters Score -770301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -770302.000000 Penalty: 4358.915039
	Iteration 40F: 3 clusters Score -770302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168770 members 
Entering Unmasked Estep 
Score: -20269982.000000 Penalty: 2985.000488
	Iteration 0F: 2 clusters Score -2.026998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -20160208.000000 Penalty: 5970.000977
	Iteration 0F: 3 clusters Score -2.016021e+07 nChanged 80790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -20207236.000000 Penalty: 5970.000977
	Iteration 1F: 3 clusters Score -2.020724e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -20208268.000000 Penalty: 5970.000977
	Iteration 2Q: 3 clusters Score -2.020827e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -20209634.000000 Penalty: 5970.000977
	Iteration 3Q: 3 clusters Score -2.020963e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -20211478.000000 Penalty: 5970.000977
	Iteration 4Q: 3 clusters Score -2.021148e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -20213834.000000 Penalty: 5970.000977
	Iteration 5Q: 3 clusters Score -2.021383e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -20217408.000000 Penalty: 5970.000977
	Iteration 6Q: 3 clusters Score -2.021741e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -20222662.000000 Penalty: 5970.000977
	Iteration 7F: 3 clusters Score -2.022266e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 99903 members 
Entering Unmasked Estep 
Score: -20229774.000000 Penalty: 5970.000977
	Iteration 8F: 3 clusters Score -2.022977e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -20237690.000000 Penalty: 5970.000977
	Iteration 9F: 3 clusters Score -2.023769e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -20244174.000000 Penalty: 5970.000977
	Iteration 10F: 3 clusters Score -2.024417e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -20247232.000000 Penalty: 5970.000977
	Iteration 11Q: 3 clusters Score -2.024723e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -20248820.000000 Penalty: 5970.000977
	Iteration 12Q: 3 clusters Score -2.024882e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -20249894.000000 Penalty: 5970.000977
	Iteration 13Q: 3 clusters Score -2.024989e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 111801 members 
Entering Unmasked Estep 
Score: -20250892.000000 Penalty: 5970.000977
	Iteration 14Q: 3 clusters Score -2.025089e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -20251632.000000 Penalty: 5970.000977
	Iteration 15Q: 3 clusters Score -2.025163e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 114262 members 
Entering Unmasked Estep 
Score: -20252224.000000 Penalty: 5970.000977
	Iteration 16Q: 3 clusters Score -2.025222e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 115518 members 
Entering Unmasked Estep 
Score: -20252872.000000 Penalty: 5970.000977
	Iteration 17Q: 3 clusters Score -2.025287e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -20253562.000000 Penalty: 5970.000977
	Iteration 18Q: 3 clusters Score -2.025356e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 117967 members 
Entering Unmasked Estep 
Score: -20254144.000000 Penalty: 5970.000977
	Iteration 19Q: 3 clusters Score -2.025414e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -20254718.000000 Penalty: 5970.000977
	Iteration 20F: 3 clusters Score -2.025472e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -20255200.000000 Penalty: 5970.000977
	Iteration 21Q: 3 clusters Score -2.02552e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 121715 members 
Entering Unmasked Estep 
Score: -20255684.000000 Penalty: 5970.000977
	Iteration 22Q: 3 clusters Score -2.025568e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 122943 members 
Entering Unmasked Estep 
Score: -20256056.000000 Penalty: 5970.000977
	Iteration 23Q: 3 clusters Score -2.025606e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 124193 members 
Entering Unmasked Estep 
Score: -20256392.000000 Penalty: 5970.000977
	Iteration 24Q: 3 clusters Score -2.025639e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 125552 members 
Entering Unmasked Estep 
Score: -20256788.000000 Penalty: 5970.000977
	Iteration 25Q: 3 clusters Score -2.025679e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -20257140.000000 Penalty: 5970.000977
	Iteration 26Q: 3 clusters Score -2.025714e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -20257614.000000 Penalty: 5970.000977
	Iteration 27Q: 3 clusters Score -2.025761e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 129748 members 
Entering Unmasked Estep 
Score: -20257936.000000 Penalty: 5970.000977
	Iteration 28Q: 3 clusters Score -2.025794e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -20258332.000000 Penalty: 5970.000977
	Iteration 29Q: 3 clusters Score -2.025833e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -20258732.000000 Penalty: 5970.000977
	Iteration 30Q: 3 clusters Score -2.025873e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
Score: -20259082.000000 Penalty: 5970.000977
	Iteration 31Q: 3 clusters Score -2.025908e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -20259594.000000 Penalty: 5970.000977
	Iteration 32Q: 3 clusters Score -2.025959e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 137016 members 
Entering Unmasked Estep 
Score: -20259938.000000 Penalty: 5970.000977
	Iteration 33Q: 3 clusters Score -2.025994e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 138604 members 
Entering Unmasked Estep 
Score: -20260512.000000 Penalty: 5970.000977
	Iteration 34Q: 3 clusters Score -2.026051e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 140171 members 
Entering Unmasked Estep 
Score: -20261026.000000 Penalty: 5970.000977
	Iteration 35Q: 3 clusters Score -2.026103e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -20261438.000000 Penalty: 5970.000977
	Iteration 36Q: 3 clusters Score -2.026144e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -20261946.000000 Penalty: 5970.000977
	Iteration 37Q: 3 clusters Score -2.026195e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -20262506.000000 Penalty: 5970.000977
	Iteration 38Q: 3 clusters Score -2.026251e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 146858 members 
Entering Unmasked Estep 
Score: -20263056.000000 Penalty: 5970.000977
	Iteration 39Q: 3 clusters Score -2.026306e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -20263744.000000 Penalty: 5970.000977
	Iteration 40F: 3 clusters Score -2.026374e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 150294 members 
Entering Unmasked Estep 
Score: -20264304.000000 Penalty: 5970.000977
	Iteration 41Q: 3 clusters Score -2.02643e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -20264794.000000 Penalty: 5970.000977
	Iteration 42Q: 3 clusters Score -2.026479e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -20265252.000000 Penalty: 5970.000977
	Iteration 43Q: 3 clusters Score -2.026525e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 154949 members 
Entering Unmasked Estep 
Score: -20265642.000000 Penalty: 5970.000977
	Iteration 44Q: 3 clusters Score -2.026564e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -20266080.000000 Penalty: 5970.000977
	Iteration 45Q: 3 clusters Score -2.026608e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -20266456.000000 Penalty: 5970.000977
	Iteration 46Q: 3 clusters Score -2.026646e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 158767 members 
Entering Unmasked Estep 
Score: -20266814.000000 Penalty: 5970.000977
	Iteration 47Q: 3 clusters Score -2.026681e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -20267098.000000 Penalty: 5970.000977
	Iteration 48Q: 3 clusters Score -2.02671e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -20267248.000000 Penalty: 5970.000977
	Iteration 49Q: 3 clusters Score -2.026725e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -20267418.000000 Penalty: 5970.000977
	Iteration 50Q: 3 clusters Score -2.026742e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 162305 members 
Entering Unmasked Estep 
Score: -20267588.000000 Penalty: 5970.000977
	Iteration 51Q: 3 clusters Score -2.026759e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 162940 members 
Entering Unmasked Estep 
Score: -20267730.000000 Penalty: 5970.000977
	Iteration 52Q: 3 clusters Score -2.026773e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 163480 members 
Entering Unmasked Estep 
Score: -20267864.000000 Penalty: 5970.000977
	Iteration 53Q: 3 clusters Score -2.026786e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -20267924.000000 Penalty: 5970.000977
	Iteration 54Q: 3 clusters Score -2.026792e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -20268032.000000 Penalty: 5970.000977
	Iteration 55Q: 3 clusters Score -2.026803e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -20268130.000000 Penalty: 5970.000977
	Iteration 56Q: 3 clusters Score -2.026813e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -20268126.000000 Penalty: 5970.000977
	Iteration 57Q: 3 clusters Score -2.026813e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 165192 members 
Entering Unmasked Estep 
Score: -20268144.000000 Penalty: 5970.000977
	Iteration 58Q: 3 clusters Score -2.026814e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 165384 members 
Entering Unmasked Estep 
Score: -20268152.000000 Penalty: 5970.000977
	Iteration 59Q: 3 clusters Score -2.026815e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 165553 members 
Entering Unmasked Estep 
Score: -20268190.000000 Penalty: 5970.000977
	Iteration 60F: 3 clusters Score -2.026819e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -20268192.000000 Penalty: 5970.000977
	Iteration 61Q: 3 clusters Score -2.026819e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -20268204.000000 Penalty: 5970.000977
	Iteration 62Q: 3 clusters Score -2.02682e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 165881 members 
Entering Unmasked Estep 
Score: -20268216.000000 Penalty: 5970.000977
	Iteration 63Q: 3 clusters Score -2.026822e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -20268184.000000 Penalty: 5970.000977
	Iteration 64Q: 3 clusters Score -2.026818e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -20268232.000000 Penalty: 5970.000977
	Iteration 65Q: 3 clusters Score -2.026823e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -20268238.000000 Penalty: 5970.000977
	Iteration 66Q: 3 clusters Score -2.026824e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 166145 members 
Entering Unmasked Estep 
Score: -20268236.000000 Penalty: 5970.000977
	Iteration 67Q: 3 clusters Score -2.026824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 166179 members 
Entering Unmasked Estep 
Score: -20268250.000000 Penalty: 5970.000977
	Iteration 68Q: 3 clusters Score -2.026825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 166208 members 
Entering Unmasked Estep 
Score: -20268246.000000 Penalty: 5970.000977
	Iteration 69Q: 3 clusters Score -2.026825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -20268256.000000 Penalty: 5970.000977
	Iteration 70Q: 3 clusters Score -2.026826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -20268236.000000 Penalty: 5970.000977
	Iteration 71Q: 3 clusters Score -2.026824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 166299 members 
Entering Unmasked Estep 
Score: -20268226.000000 Penalty: 5970.000977
	Iteration 72Q: 3 clusters Score -2.026823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -20268214.000000 Penalty: 5970.000977
	Iteration 73Q: 3 clusters Score -2.026821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 166364 members 
Entering Unmasked Estep 
Score: -20268228.000000 Penalty: 5970.000977
	Iteration 74Q: 3 clusters Score -2.026823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 166383 members 
Entering Unmasked Estep 
Score: -20268218.000000 Penalty: 5970.000977
	Iteration 75Q: 3 clusters Score -2.026822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -20268200.000000 Penalty: 5970.000977
	Iteration 76Q: 3 clusters Score -2.02682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -20268192.000000 Penalty: 5970.000977
	Iteration 77Q: 3 clusters Score -2.026819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 166436 members 
Entering Unmasked Estep 
Score: -20268186.000000 Penalty: 5970.000977
	Iteration 78Q: 3 clusters Score -2.026819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -20268200.000000 Penalty: 5970.000977
	Iteration 79Q: 3 clusters Score -2.02682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 166467 members 
Entering Unmasked Estep 
Score: -20268192.000000 Penalty: 5970.000977
	Iteration 80F: 3 clusters Score -2.026819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 166486 members 
Entering Unmasked Estep 
Score: -20268188.000000 Penalty: 5970.000977
	Iteration 81Q: 3 clusters Score -2.026819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 166507 members 
Entering Unmasked Estep 
Score: -20268192.000000 Penalty: 5970.000977
	Iteration 82Q: 3 clusters Score -2.026819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -20268182.000000 Penalty: 5970.000977
	Iteration 83Q: 3 clusters Score -2.026818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 166541 members 
Entering Unmasked Estep 
Score: -20268190.000000 Penalty: 5970.000977
	Iteration 84Q: 3 clusters Score -2.026819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 166556 members 
Entering Unmasked Estep 
Score: -20268198.000000 Penalty: 5970.000977
	Iteration 85Q: 3 clusters Score -2.02682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -20268184.000000 Penalty: 5970.000977
	Iteration 86Q: 3 clusters Score -2.026818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 166589 members 
Entering Unmasked Estep 
Score: -20268186.000000 Penalty: 5970.000977
	Iteration 87Q: 3 clusters Score -2.026819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 166598 members 
Entering Unmasked Estep 
Score: -20268184.000000 Penalty: 5970.000977
	Iteration 88Q: 3 clusters Score -2.026818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 166606 members 
Entering Unmasked Estep 
Score: -20268212.000000 Penalty: 5970.000977
	Iteration 89Q: 3 clusters Score -2.026821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 166614 members 
Entering Unmasked Estep 
Score: -20268200.000000 Penalty: 5970.000977
	Iteration 90Q: 3 clusters Score -2.02682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -20268214.000000 Penalty: 5970.000977
	Iteration 91Q: 3 clusters Score -2.026821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 166637 members 
Entering Unmasked Estep 
Score: -20268196.000000 Penalty: 5970.000977
	Iteration 92Q: 3 clusters Score -2.02682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -20268196.000000 Penalty: 5970.000977
	Iteration 93Q: 3 clusters Score -2.02682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 166662 members 
Entering Unmasked Estep 
Score: -20268216.000000 Penalty: 5970.000977
	Iteration 94Q: 3 clusters Score -2.026822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 166669 members 
Entering Unmasked Estep 
Score: -20268210.000000 Penalty: 5970.000977
	Iteration 95Q: 3 clusters Score -2.026821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -20268194.000000 Penalty: 5970.000977
	Iteration 96Q: 3 clusters Score -2.026819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 166684 members 
Entering Unmasked Estep 
Score: -20268188.000000 Penalty: 5970.000977
	Iteration 97Q: 3 clusters Score -2.026819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 166693 members 
Entering Unmasked Estep 
Score: -20268208.000000 Penalty: 5970.000977
	Iteration 98Q: 3 clusters Score -2.026821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 166702 members 
Entering Unmasked Estep 
Score: -20268192.000000 Penalty: 5970.000977
	Iteration 99Q: 3 clusters Score -2.026819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 166717 members 
Entering Unmasked Estep 
Score: -20268194.000000 Penalty: 5970.000977
	Iteration 100F: 3 clusters Score -2.026819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -20268212.000000 Penalty: 5970.000977
	Iteration 101Q: 3 clusters Score -2.026821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 166747 members 
Entering Unmasked Estep 
Score: -20268222.000000 Penalty: 5970.000977
	Iteration 102Q: 3 clusters Score -2.026822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 166756 members 
Entering Unmasked Estep 
Score: -20268212.000000 Penalty: 5970.000977
	Iteration 103Q: 3 clusters Score -2.026821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -20268214.000000 Penalty: 5970.000977
	Iteration 104Q: 3 clusters Score -2.026821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -20268212.000000 Penalty: 5970.000977
	Iteration 105Q: 3 clusters Score -2.026821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -20268216.000000 Penalty: 5970.000977
	Iteration 106Q: 3 clusters Score -2.026822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 166793 members 
Entering Unmasked Estep 
Score: -20268218.000000 Penalty: 5970.000977
	Iteration 107Q: 3 clusters Score -2.026822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 166799 members 
Entering Unmasked Estep 
Score: -20268226.000000 Penalty: 5970.000977
	Iteration 108Q: 3 clusters Score -2.026823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 166804 members 
Entering Unmasked Estep 
Score: -20268224.000000 Penalty: 5970.000977
	Iteration 109Q: 3 clusters Score -2.026822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -20268226.000000 Penalty: 5970.000977
	Iteration 110Q: 3 clusters Score -2.026823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -20268226.000000 Penalty: 5970.000977
	Iteration 111Q: 3 clusters Score -2.026823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 166819 members 
Entering Unmasked Estep 
Score: -20268228.000000 Penalty: 5970.000977
	Iteration 112Q: 3 clusters Score -2.026823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 166825 members 
Entering Unmasked Estep 
Score: -20268224.000000 Penalty: 5970.000977
	Iteration 113Q: 3 clusters Score -2.026822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -20268234.000000 Penalty: 5970.000977
	Iteration 114Q: 3 clusters Score -2.026823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -20268232.000000 Penalty: 5970.000977
	Iteration 115Q: 3 clusters Score -2.026823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -20268224.000000 Penalty: 5970.000977
	Iteration 116Q: 3 clusters Score -2.026822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -20268218.000000 Penalty: 5970.000977
	Iteration 117Q: 3 clusters Score -2.026822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 166883 members 
Entering Unmasked Estep 
Score: -20268214.000000 Penalty: 5970.000977
	Iteration 118Q: 3 clusters Score -2.026821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -20268212.000000 Penalty: 5970.000977
	Iteration 119Q: 3 clusters Score -2.026821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 166919 members 
Entering Unmasked Estep 
Score: -20268214.000000 Penalty: 5970.000977
	Iteration 120F: 3 clusters Score -2.026821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -20268214.000000 Penalty: 5970.000977
	Iteration 121Q: 3 clusters Score -2.026821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 166954 members 
Entering Unmasked Estep 
Score: -20268230.000000 Penalty: 5970.000977
	Iteration 122Q: 3 clusters Score -2.026823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -20268246.000000 Penalty: 5970.000977
	Iteration 123Q: 3 clusters Score -2.026825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 166974 members 
Entering Unmasked Estep 
Score: -20268244.000000 Penalty: 5970.000977
	Iteration 124Q: 3 clusters Score -2.026824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 166979 members 
Entering Unmasked Estep 
Score: -20268238.000000 Penalty: 5970.000977
	Iteration 125Q: 3 clusters Score -2.026824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 166984 members 
Entering Unmasked Estep 
Score: -20268230.000000 Penalty: 5970.000977
	Iteration 126Q: 3 clusters Score -2.026823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -20268240.000000 Penalty: 5970.000977
	Iteration 127Q: 3 clusters Score -2.026824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -20268226.000000 Penalty: 5970.000977
	Iteration 128Q: 3 clusters Score -2.026823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 167004 members 
Entering Unmasked Estep 
Score: -20268244.000000 Penalty: 5970.000977
	Iteration 129Q: 3 clusters Score -2.026824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -20268246.000000 Penalty: 5970.000977
	Iteration 130Q: 3 clusters Score -2.026825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -20268246.000000 Penalty: 5970.000977
	Iteration 131F: 3 clusters Score -2.026825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Entering Unmasked Estep 
Score: -5420827.500000 Penalty: 2656.358643
	Iteration 0F: 2 clusters Score -5420828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -5390473.000000 Penalty: 5312.717285
	Iteration 0F: 3 clusters Score -5390473 nChanged 20776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5401850.000000 Penalty: 5312.717285
	Iteration 1F: 3 clusters Score -5401850 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5402333.500000 Penalty: 5312.717285
	Iteration 2Q: 3 clusters Score -5402334 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -5402746.000000 Penalty: 5312.717285
	Iteration 3Q: 3 clusters Score -5402746 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5403114.500000 Penalty: 5312.717285
	Iteration 4Q: 3 clusters Score -5403114 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -5403455.000000 Penalty: 5312.717285
	Iteration 5Q: 3 clusters Score -5403455 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5403836.500000 Penalty: 5312.717285
	Iteration 6Q: 3 clusters Score -5403836 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5404183.500000 Penalty: 5312.717285
	Iteration 7Q: 3 clusters Score -5404184 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5404544.000000 Penalty: 5312.717285
	Iteration 8Q: 3 clusters Score -5404544 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5404950.500000 Penalty: 5312.717285
	Iteration 9Q: 3 clusters Score -5404950 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5405344.500000 Penalty: 5312.717285
	Iteration 10Q: 3 clusters Score -5405344 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5405709.000000 Penalty: 5312.717285
	Iteration 11Q: 3 clusters Score -5405709 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5406167.500000 Penalty: 5312.717285
	Iteration 12Q: 3 clusters Score -5406168 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -5406599.500000 Penalty: 5312.717285
	Iteration 13Q: 3 clusters Score -5406600 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5407015.000000 Penalty: 5312.717285
	Iteration 14Q: 3 clusters Score -5407015 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5407548.500000 Penalty: 5312.717285
	Iteration 15Q: 3 clusters Score -5407548 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5408202.500000 Penalty: 5312.717285
	Iteration 16Q: 3 clusters Score -5408202 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -5409045.000000 Penalty: 5312.717285
	Iteration 17Q: 3 clusters Score -5409045 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -5410070.000000 Penalty: 5312.717285
	Iteration 18Q: 3 clusters Score -5410070 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -5411260.500000 Penalty: 5312.717285
	Iteration 19Q: 3 clusters Score -5411260 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -5412596.000000 Penalty: 5312.717285
	Iteration 20F: 3 clusters Score -5412596 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5413934.000000 Penalty: 5312.717285
	Iteration 21Q: 3 clusters Score -5413934 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5415160.000000 Penalty: 5312.717285
	Iteration 22Q: 3 clusters Score -5415160 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5416265.000000 Penalty: 5312.717285
	Iteration 23Q: 3 clusters Score -5416265 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -5417136.000000 Penalty: 5312.717285
	Iteration 24Q: 3 clusters Score -5417136 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5417580.500000 Penalty: 5312.717285
	Iteration 25Q: 3 clusters Score -5417580 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5417891.000000 Penalty: 5312.717285
	Iteration 26Q: 3 clusters Score -5417891 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -5418078.000000 Penalty: 5312.717285
	Iteration 27Q: 3 clusters Score -5418078 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5418220.500000 Penalty: 5312.717285
	Iteration 28Q: 3 clusters Score -5418220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5418319.500000 Penalty: 5312.717285
	Iteration 29Q: 3 clusters Score -5418320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -5418394.500000 Penalty: 5312.717285
	Iteration 30Q: 3 clusters Score -5418394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5418437.500000 Penalty: 5312.717285
	Iteration 31Q: 3 clusters Score -5418438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -5418473.000000 Penalty: 5312.717285
	Iteration 32Q: 3 clusters Score -5418473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -5418495.000000 Penalty: 5312.717285
	Iteration 33Q: 3 clusters Score -5418495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5418507.000000 Penalty: 5312.717285
	Iteration 34Q: 3 clusters Score -5418507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -5418516.000000 Penalty: 5312.717285
	Iteration 35Q: 3 clusters Score -5418516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5418516.000000 Penalty: 5312.717285
	Iteration 36Q: 3 clusters Score -5418516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5418527.000000 Penalty: 5312.717285
	Iteration 37Q: 3 clusters Score -5418527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -5418532.000000 Penalty: 5312.717285
	Iteration 38Q: 3 clusters Score -5418532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -5418535.500000 Penalty: 5312.717285
	Iteration 39Q: 3 clusters Score -5418536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5418545.000000 Penalty: 5312.717285
	Iteration 40F: 3 clusters Score -5418545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5418544.500000 Penalty: 5312.717285
	Iteration 41Q: 3 clusters Score -5418544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -5418556.000000 Penalty: 5312.717285
	Iteration 42Q: 3 clusters Score -5418556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5418565.000000 Penalty: 5312.717285
	Iteration 43Q: 3 clusters Score -5418565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5418571.000000 Penalty: 5312.717285
	Iteration 44Q: 3 clusters Score -5418571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -5418574.000000 Penalty: 5312.717285
	Iteration 45Q: 3 clusters Score -5418574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5418576.000000 Penalty: 5312.717285
	Iteration 46Q: 3 clusters Score -5418576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5418576.000000 Penalty: 5312.717285
	Iteration 47Q: 3 clusters Score -5418576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5418576.000000 Penalty: 5312.717285
	Iteration 48F: 3 clusters Score -5418576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Entering Unmasked Estep 
Score: -4661304.000000 Penalty: 2623.719238
	Iteration 0F: 2 clusters Score -4661304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4634414.000000 Penalty: 5247.438477
	Iteration 0F: 3 clusters Score -4634414 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4644277.000000 Penalty: 5247.438477
	Iteration 1F: 3 clusters Score -4644277 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4644877.000000 Penalty: 5247.438477
	Iteration 2Q: 3 clusters Score -4644877 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4645462.000000 Penalty: 5247.438477
	Iteration 3Q: 3 clusters Score -4645462 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4646065.000000 Penalty: 5247.438477
	Iteration 4Q: 3 clusters Score -4646065 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4646593.500000 Penalty: 5247.438477
	Iteration 5Q: 3 clusters Score -4646594 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4647162.000000 Penalty: 5247.438477
	Iteration 6Q: 3 clusters Score -4647162 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4647699.000000 Penalty: 5247.438477
	Iteration 7Q: 3 clusters Score -4647699 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -4648175.000000 Penalty: 5247.438477
	Iteration 8Q: 3 clusters Score -4648175 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4648700.500000 Penalty: 5247.438477
	Iteration 9Q: 3 clusters Score -4648700 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4649197.500000 Penalty: 5247.438477
	Iteration 10Q: 3 clusters Score -4649198 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4649619.500000 Penalty: 5247.438477
	Iteration 11Q: 3 clusters Score -4649620 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4650049.000000 Penalty: 5247.438477
	Iteration 12Q: 3 clusters Score -4650049 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -4650533.500000 Penalty: 5247.438477
	Iteration 13Q: 3 clusters Score -4650534 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4651036.000000 Penalty: 5247.438477
	Iteration 14Q: 3 clusters Score -4651036 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -4651647.500000 Penalty: 5247.438477
	Iteration 15Q: 3 clusters Score -4651648 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4652351.000000 Penalty: 5247.438477
	Iteration 16Q: 3 clusters Score -4652351 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4652965.000000 Penalty: 5247.438477
	Iteration 17Q: 3 clusters Score -4652965 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4653485.500000 Penalty: 5247.438477
	Iteration 18Q: 3 clusters Score -4653486 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4653905.500000 Penalty: 5247.438477
	Iteration 19Q: 3 clusters Score -4653906 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4654219.500000 Penalty: 5247.438477
	Iteration 20F: 3 clusters Score -4654220 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -4654419.500000 Penalty: 5247.438477
	Iteration 21Q: 3 clusters Score -4654420 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4654561.000000 Penalty: 5247.438477
	Iteration 22Q: 3 clusters Score -4654561 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4654657.000000 Penalty: 5247.438477
	Iteration 23Q: 3 clusters Score -4654657 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -4654720.500000 Penalty: 5247.438477
	Iteration 24Q: 3 clusters Score -4654720 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -4654800.000000 Penalty: 5247.438477
	Iteration 25Q: 3 clusters Score -4654800 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -4654852.000000 Penalty: 5247.438477
	Iteration 26Q: 3 clusters Score -4654852 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4654919.000000 Penalty: 5247.438477
	Iteration 27Q: 3 clusters Score -4654919 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4654983.000000 Penalty: 5247.438477
	Iteration 28Q: 3 clusters Score -4654983 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4655054.000000 Penalty: 5247.438477
	Iteration 29Q: 3 clusters Score -4655054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4655104.000000 Penalty: 5247.438477
	Iteration 30Q: 3 clusters Score -4655104 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4655164.000000 Penalty: 5247.438477
	Iteration 31Q: 3 clusters Score -4655164 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4655238.000000 Penalty: 5247.438477
	Iteration 32Q: 3 clusters Score -4655238 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4655283.000000 Penalty: 5247.438477
	Iteration 33Q: 3 clusters Score -4655283 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -4655351.500000 Penalty: 5247.438477
	Iteration 34Q: 3 clusters Score -4655352 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4655384.000000 Penalty: 5247.438477
	Iteration 35Q: 3 clusters Score -4655384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4655423.500000 Penalty: 5247.438477
	Iteration 36Q: 3 clusters Score -4655424 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4655498.500000 Penalty: 5247.438477
	Iteration 37Q: 3 clusters Score -4655498 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4655544.500000 Penalty: 5247.438477
	Iteration 38Q: 3 clusters Score -4655544 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4655596.500000 Penalty: 5247.438477
	Iteration 39Q: 3 clusters Score -4655596 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4655666.000000 Penalty: 5247.438477
	Iteration 40F: 3 clusters Score -4655666 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4655749.000000 Penalty: 5247.438477
	Iteration 41Q: 3 clusters Score -4655749 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4655836.500000 Penalty: 5247.438477
	Iteration 42Q: 3 clusters Score -4655836 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4655945.500000 Penalty: 5247.438477
	Iteration 43Q: 3 clusters Score -4655946 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4656053.000000 Penalty: 5247.438477
	Iteration 44Q: 3 clusters Score -4656053 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4656151.000000 Penalty: 5247.438477
	Iteration 45Q: 3 clusters Score -4656151 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4656272.500000 Penalty: 5247.438477
	Iteration 46Q: 3 clusters Score -4656272 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4656389.000000 Penalty: 5247.438477
	Iteration 47Q: 3 clusters Score -4656389 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4656531.000000 Penalty: 5247.438477
	Iteration 48Q: 3 clusters Score -4656531 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4656702.000000 Penalty: 5247.438477
	Iteration 49Q: 3 clusters Score -4656702 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4656918.000000 Penalty: 5247.438477
	Iteration 50Q: 3 clusters Score -4656918 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4657118.500000 Penalty: 5247.438477
	Iteration 51Q: 3 clusters Score -4657118 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4657333.000000 Penalty: 5247.438477
	Iteration 52Q: 3 clusters Score -4657333 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4657553.500000 Penalty: 5247.438477
	Iteration 53Q: 3 clusters Score -4657554 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4657751.500000 Penalty: 5247.438477
	Iteration 54Q: 3 clusters Score -4657752 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4657918.000000 Penalty: 5247.438477
	Iteration 55Q: 3 clusters Score -4657918 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4658099.000000 Penalty: 5247.438477
	Iteration 56Q: 3 clusters Score -4658099 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -4658236.000000 Penalty: 5247.438477
	Iteration 57Q: 3 clusters Score -4658236 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4658338.000000 Penalty: 5247.438477
	Iteration 58Q: 3 clusters Score -4658338 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4658463.000000 Penalty: 5247.438477
	Iteration 59Q: 3 clusters Score -4658463 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4658576.000000 Penalty: 5247.438477
	Iteration 60F: 3 clusters Score -4658576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4658666.500000 Penalty: 5247.438477
	Iteration 61Q: 3 clusters Score -4658666 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4658756.000000 Penalty: 5247.438477
	Iteration 62Q: 3 clusters Score -4658756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4658811.500000 Penalty: 5247.438477
	Iteration 63Q: 3 clusters Score -4658812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4658866.500000 Penalty: 5247.438477
	Iteration 64Q: 3 clusters Score -4658866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4658904.000000 Penalty: 5247.438477
	Iteration 65Q: 3 clusters Score -4658904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4658929.500000 Penalty: 5247.438477
	Iteration 66Q: 3 clusters Score -4658930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4658934.500000 Penalty: 5247.438477
	Iteration 67Q: 3 clusters Score -4658934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -4658963.500000 Penalty: 5247.438477
	Iteration 68Q: 3 clusters Score -4658964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4658973.000000 Penalty: 5247.438477
	Iteration 69Q: 3 clusters Score -4658973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4658988.000000 Penalty: 5247.438477
	Iteration 70Q: 3 clusters Score -4658988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -4659006.500000 Penalty: 5247.438477
	Iteration 71Q: 3 clusters Score -4659006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -4659012.000000 Penalty: 5247.438477
	Iteration 72Q: 3 clusters Score -4659012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -4659020.500000 Penalty: 5247.438477
	Iteration 73Q: 3 clusters Score -4659020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -4659016.000000 Penalty: 5247.438477
	Iteration 74Q: 3 clusters Score -4659016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4659023.000000 Penalty: 5247.438477
	Iteration 75Q: 3 clusters Score -4659023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -4659029.500000 Penalty: 5247.438477
	Iteration 76Q: 3 clusters Score -4659030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4659021.000000 Penalty: 5247.438477
	Iteration 77Q: 3 clusters Score -4659021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4659023.500000 Penalty: 5247.438477
	Iteration 78Q: 3 clusters Score -4659024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4659026.000000 Penalty: 5247.438477
	Iteration 79Q: 3 clusters Score -4659026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4659026.500000 Penalty: 5247.438477
	Iteration 80F: 3 clusters Score -4659026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4659034.500000 Penalty: 5247.438477
	Iteration 81Q: 3 clusters Score -4659034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -4659035.000000 Penalty: 5247.438477
	Iteration 82Q: 3 clusters Score -4659035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4659040.000000 Penalty: 5247.438477
	Iteration 83Q: 3 clusters Score -4659040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -4659044.500000 Penalty: 5247.438477
	Iteration 84Q: 3 clusters Score -4659044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4659045.000000 Penalty: 5247.438477
	Iteration 85Q: 3 clusters Score -4659045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4659042.000000 Penalty: 5247.438477
	Iteration 86Q: 3 clusters Score -4659042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4659044.000000 Penalty: 5247.438477
	Iteration 87Q: 3 clusters Score -4659044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -4659051.000000 Penalty: 5247.438477
	Iteration 88Q: 3 clusters Score -4659051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -4659057.000000 Penalty: 5247.438477
	Iteration 89Q: 3 clusters Score -4659057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4659062.000000 Penalty: 5247.438477
	Iteration 90Q: 3 clusters Score -4659062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -4659059.500000 Penalty: 5247.438477
	Iteration 91Q: 3 clusters Score -4659060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4659063.500000 Penalty: 5247.438477
	Iteration 92Q: 3 clusters Score -4659064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -4659063.000000 Penalty: 5247.438477
	Iteration 93Q: 3 clusters Score -4659063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -4659064.000000 Penalty: 5247.438477
	Iteration 94Q: 3 clusters Score -4659064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -4659062.500000 Penalty: 5247.438477
	Iteration 95Q: 3 clusters Score -4659062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -4659062.500000 Penalty: 5247.438477
	Iteration 96F: 3 clusters Score -4659062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Entering Unmasked Estep 
Score: -1693859.750000 Penalty: 2388.656250
	Iteration 0F: 2 clusters Score -1693860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1682714.375000 Penalty: 4777.312500
	Iteration 0F: 3 clusters Score -1682714 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1686369.500000 Penalty: 4777.312500
	Iteration 1F: 3 clusters Score -1686370 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1686711.500000 Penalty: 4777.312500
	Iteration 2F: 3 clusters Score -1686712 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1686955.125000 Penalty: 4777.312500
	Iteration 3Q: 3 clusters Score -1686955 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1687159.000000 Penalty: 4777.312500
	Iteration 4Q: 3 clusters Score -1687159 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1687400.750000 Penalty: 4777.312500
	Iteration 5Q: 3 clusters Score -1687401 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1687716.125000 Penalty: 4777.312500
	Iteration 6Q: 3 clusters Score -1687716 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1688147.875000 Penalty: 4777.312500
	Iteration 7Q: 3 clusters Score -1688148 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1688813.750000 Penalty: 4777.312500
	Iteration 8F: 3 clusters Score -1688814 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1689770.625000 Penalty: 4777.312500
	Iteration 9F: 3 clusters Score -1689771 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1690839.875000 Penalty: 4777.312500
	Iteration 10F: 3 clusters Score -1690840 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1691780.750000 Penalty: 4777.312500
	Iteration 11F: 3 clusters Score -1691781 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1692411.875000 Penalty: 4777.312500
	Iteration 12Q: 3 clusters Score -1692412 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1692830.250000 Penalty: 4777.312500
	Iteration 13Q: 3 clusters Score -1692830 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1693046.125000 Penalty: 4777.312500
	Iteration 14Q: 3 clusters Score -1693046 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1693152.125000 Penalty: 4777.312500
	Iteration 15Q: 3 clusters Score -1693152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1693203.875000 Penalty: 4777.312500
	Iteration 16Q: 3 clusters Score -1693204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1693228.000000 Penalty: 4777.312500
	Iteration 17Q: 3 clusters Score -1693228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1693246.500000 Penalty: 4777.312500
	Iteration 18Q: 3 clusters Score -1693246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1693254.625000 Penalty: 4777.312500
	Iteration 19Q: 3 clusters Score -1693255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1693256.000000 Penalty: 4777.312500
	Iteration 20F: 3 clusters Score -1693256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1693256.875000 Penalty: 4777.312500
	Iteration 21Q: 3 clusters Score -1693257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1693261.375000 Penalty: 4777.312500
	Iteration 22Q: 3 clusters Score -1693261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1693260.750000 Penalty: 4777.312500
	Iteration 23Q: 3 clusters Score -1693261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1693262.875000 Penalty: 4777.312500
	Iteration 24Q: 3 clusters Score -1693263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1693264.625000 Penalty: 4777.312500
	Iteration 25Q: 3 clusters Score -1693265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1693264.625000 Penalty: 4777.312500
	Iteration 26F: 3 clusters Score -1693265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Entering Unmasked Estep 
Score: -829954.312500 Penalty: 2194.572754
	Iteration 0F: 2 clusters Score -829954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -824257.562500 Penalty: 4389.145508
	Iteration 0F: 3 clusters Score -824257.6 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -825774.750000 Penalty: 4389.145508
	Iteration 1F: 3 clusters Score -825774.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -826026.812500 Penalty: 4389.145508
	Iteration 2F: 3 clusters Score -826026.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -826213.937500 Penalty: 4389.145508
	Iteration 3Q: 3 clusters Score -826213.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -826345.812500 Penalty: 4389.145508
	Iteration 4Q: 3 clusters Score -826345.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -826480.062500 Penalty: 4389.145508
	Iteration 5Q: 3 clusters Score -826480.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -826615.375000 Penalty: 4389.145508
	Iteration 6Q: 3 clusters Score -826615.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -826767.312500 Penalty: 4389.145508
	Iteration 7Q: 3 clusters Score -826767.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -826937.562500 Penalty: 4389.145508
	Iteration 8Q: 3 clusters Score -826937.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -827122.437500 Penalty: 4389.145508
	Iteration 9Q: 3 clusters Score -827122.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -827334.812500 Penalty: 4389.145508
	Iteration 10Q: 3 clusters Score -827334.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -827541.250000 Penalty: 4389.145508
	Iteration 11Q: 3 clusters Score -827541.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -827753.000000 Penalty: 4389.145508
	Iteration 12Q: 3 clusters Score -827753 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -827926.437500 Penalty: 4389.145508
	Iteration 13Q: 3 clusters Score -827926.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -828032.125000 Penalty: 4389.145508
	Iteration 14Q: 3 clusters Score -828032.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -828123.187500 Penalty: 4389.145508
	Iteration 15Q: 3 clusters Score -828123.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -828182.062500 Penalty: 4389.145508
	Iteration 16Q: 3 clusters Score -828182.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -828226.875000 Penalty: 4389.145508
	Iteration 17Q: 3 clusters Score -828226.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -828255.687500 Penalty: 4389.145508
	Iteration 18Q: 3 clusters Score -828255.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -828274.562500 Penalty: 4389.145508
	Iteration 19Q: 3 clusters Score -828274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -828291.062500 Penalty: 4389.145508
	Iteration 20F: 3 clusters Score -828291.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -828307.312500 Penalty: 4389.145508
	Iteration 21Q: 3 clusters Score -828307.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -828312.750000 Penalty: 4389.145508
	Iteration 22Q: 3 clusters Score -828312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -828315.312500 Penalty: 4389.145508
	Iteration 23Q: 3 clusters Score -828315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -828319.000000 Penalty: 4389.145508
	Iteration 24Q: 3 clusters Score -828319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -828319.187500 Penalty: 4389.145508
	Iteration 25Q: 3 clusters Score -828319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -828319.187500 Penalty: 4389.145508
	Iteration 26F: 3 clusters Score -828319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Entering Unmasked Estep 
Score: -19765568.000000 Penalty: 2982.002441
	Iteration 0F: 2 clusters Score -1.976557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -19656056.000000 Penalty: 5964.004883
	Iteration 0F: 3 clusters Score -1.965606e+07 nChanged 79876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -19702974.000000 Penalty: 5964.004883
	Iteration 1F: 3 clusters Score -1.970297e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -19704744.000000 Penalty: 5964.004883
	Iteration 2Q: 3 clusters Score -1.970474e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -19707408.000000 Penalty: 5964.004883
	Iteration 3Q: 3 clusters Score -1.970741e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -19710878.000000 Penalty: 5964.004883
	Iteration 4Q: 3 clusters Score -1.971088e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -19715348.000000 Penalty: 5964.004883
	Iteration 5F: 3 clusters Score -1.971535e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -19720134.000000 Penalty: 5964.004883
	Iteration 6F: 3 clusters Score -1.972013e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -19724720.000000 Penalty: 5964.004883
	Iteration 7F: 3 clusters Score -1.972472e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -19728104.000000 Penalty: 5964.004883
	Iteration 8F: 3 clusters Score -1.97281e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -19730252.000000 Penalty: 5964.004883
	Iteration 9Q: 3 clusters Score -1.973025e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -19731544.000000 Penalty: 5964.004883
	Iteration 10Q: 3 clusters Score -1.973154e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -19732476.000000 Penalty: 5964.004883
	Iteration 11Q: 3 clusters Score -1.973248e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -19733332.000000 Penalty: 5964.004883
	Iteration 12Q: 3 clusters Score -1.973333e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -19734040.000000 Penalty: 5964.004883
	Iteration 13Q: 3 clusters Score -1.973404e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -19734868.000000 Penalty: 5964.004883
	Iteration 14Q: 3 clusters Score -1.973487e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -19735550.000000 Penalty: 5964.004883
	Iteration 15Q: 3 clusters Score -1.973555e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -19736724.000000 Penalty: 5964.004883
	Iteration 16Q: 3 clusters Score -1.973672e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -19737880.000000 Penalty: 5964.004883
	Iteration 17Q: 3 clusters Score -1.973788e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -19739026.000000 Penalty: 5964.004883
	Iteration 18Q: 3 clusters Score -1.973903e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -19740052.000000 Penalty: 5964.004883
	Iteration 19Q: 3 clusters Score -1.974005e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -19740980.000000 Penalty: 5964.004883
	Iteration 20F: 3 clusters Score -1.974098e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -19741600.000000 Penalty: 5964.004883
	Iteration 21Q: 3 clusters Score -1.97416e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 102425 members 
Entering Unmasked Estep 
Score: -19742520.000000 Penalty: 5964.004883
	Iteration 22Q: 3 clusters Score -1.974252e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -19743290.000000 Penalty: 5964.004883
	Iteration 23Q: 3 clusters Score -1.974329e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -19743958.000000 Penalty: 5964.004883
	Iteration 24Q: 3 clusters Score -1.974396e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -19744608.000000 Penalty: 5964.004883
	Iteration 25Q: 3 clusters Score -1.974461e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -19745312.000000 Penalty: 5964.004883
	Iteration 26Q: 3 clusters Score -1.974531e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -19745998.000000 Penalty: 5964.004883
	Iteration 27Q: 3 clusters Score -1.9746e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -19746670.000000 Penalty: 5964.004883
	Iteration 28Q: 3 clusters Score -1.974667e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -19747234.000000 Penalty: 5964.004883
	Iteration 29Q: 3 clusters Score -1.974723e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 122166 members 
Entering Unmasked Estep 
Score: -19747952.000000 Penalty: 5964.004883
	Iteration 30Q: 3 clusters Score -1.974795e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 125036 members 
Entering Unmasked Estep 
Score: -19748732.000000 Penalty: 5964.004883
	Iteration 31Q: 3 clusters Score -1.974873e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -19749704.000000 Penalty: 5964.004883
	Iteration 32Q: 3 clusters Score -1.97497e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 130952 members 
Entering Unmasked Estep 
Score: -19750622.000000 Penalty: 5964.004883
	Iteration 33Q: 3 clusters Score -1.975062e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 134152 members 
Entering Unmasked Estep 
Score: -19751704.000000 Penalty: 5964.004883
	Iteration 34Q: 3 clusters Score -1.97517e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 137448 members 
Entering Unmasked Estep 
Score: -19752944.000000 Penalty: 5964.004883
	Iteration 35Q: 3 clusters Score -1.975294e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 140697 members 
Entering Unmasked Estep 
Score: -19754026.000000 Penalty: 5964.004883
	Iteration 36Q: 3 clusters Score -1.975403e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 144064 members 
Entering Unmasked Estep 
Score: -19755616.000000 Penalty: 5964.004883
	Iteration 37Q: 3 clusters Score -1.975562e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 147399 members 
Entering Unmasked Estep 
Score: -19757076.000000 Penalty: 5964.004883
	Iteration 38Q: 3 clusters Score -1.975708e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 150467 members 
Entering Unmasked Estep 
Score: -19758382.000000 Penalty: 5964.004883
	Iteration 39Q: 3 clusters Score -1.975838e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -19759608.000000 Penalty: 5964.004883
	Iteration 40F: 3 clusters Score -1.975961e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -19760528.000000 Penalty: 5964.004883
	Iteration 41Q: 3 clusters Score -1.976053e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -19761216.000000 Penalty: 5964.004883
	Iteration 42Q: 3 clusters Score -1.976122e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -19761852.000000 Penalty: 5964.004883
	Iteration 43Q: 3 clusters Score -1.976185e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -19762366.000000 Penalty: 5964.004883
	Iteration 44Q: 3 clusters Score -1.976237e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 161710 members 
Entering Unmasked Estep 
Score: -19762688.000000 Penalty: 5964.004883
	Iteration 45Q: 3 clusters Score -1.976269e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -19762864.000000 Penalty: 5964.004883
	Iteration 46Q: 3 clusters Score -1.976286e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -19763050.000000 Penalty: 5964.004883
	Iteration 47Q: 3 clusters Score -1.976305e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -19763152.000000 Penalty: 5964.004883
	Iteration 48Q: 3 clusters Score -1.976315e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -19763186.000000 Penalty: 5964.004883
	Iteration 49Q: 3 clusters Score -1.976319e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -19763268.000000 Penalty: 5964.004883
	Iteration 50Q: 3 clusters Score -1.976327e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 164046 members 
Entering Unmasked Estep 
Score: -19763296.000000 Penalty: 5964.004883
	Iteration 51Q: 3 clusters Score -1.97633e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -19763290.000000 Penalty: 5964.004883
	Iteration 52Q: 3 clusters Score -1.976329e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -19763328.000000 Penalty: 5964.004883
	Iteration 53Q: 3 clusters Score -1.976333e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -19763376.000000 Penalty: 5964.004883
	Iteration 54Q: 3 clusters Score -1.976338e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -19763340.000000 Penalty: 5964.004883
	Iteration 55Q: 3 clusters Score -1.976334e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 164541 members 
Entering Unmasked Estep 
Score: -19763372.000000 Penalty: 5964.004883
	Iteration 56Q: 3 clusters Score -1.976337e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -19763406.000000 Penalty: 5964.004883
	Iteration 57Q: 3 clusters Score -1.976341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -19763418.000000 Penalty: 5964.004883
	Iteration 58Q: 3 clusters Score -1.976342e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -19763434.000000 Penalty: 5964.004883
	Iteration 59Q: 3 clusters Score -1.976343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 164693 members 
Entering Unmasked Estep 
Score: -19763440.000000 Penalty: 5964.004883
	Iteration 60F: 3 clusters Score -1.976344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 164721 members 
Entering Unmasked Estep 
Score: -19763452.000000 Penalty: 5964.004883
	Iteration 61Q: 3 clusters Score -1.976345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 164744 members 
Entering Unmasked Estep 
Score: -19763456.000000 Penalty: 5964.004883
	Iteration 62Q: 3 clusters Score -1.976346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -19763480.000000 Penalty: 5964.004883
	Iteration 63Q: 3 clusters Score -1.976348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -19763494.000000 Penalty: 5964.004883
	Iteration 64Q: 3 clusters Score -1.976349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 164807 members 
Entering Unmasked Estep 
Score: -19763498.000000 Penalty: 5964.004883
	Iteration 65Q: 3 clusters Score -1.97635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -19763498.000000 Penalty: 5964.004883
	Iteration 66Q: 3 clusters Score -1.97635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 164829 members 
Entering Unmasked Estep 
Score: -19763492.000000 Penalty: 5964.004883
	Iteration 67Q: 3 clusters Score -1.976349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 164840 members 
Entering Unmasked Estep 
Score: -19763486.000000 Penalty: 5964.004883
	Iteration 68Q: 3 clusters Score -1.976349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -19763480.000000 Penalty: 5964.004883
	Iteration 69Q: 3 clusters Score -1.976348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -19763480.000000 Penalty: 5964.004883
	Iteration 70Q: 3 clusters Score -1.976348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -19763492.000000 Penalty: 5964.004883
	Iteration 71Q: 3 clusters Score -1.976349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -19763488.000000 Penalty: 5964.004883
	Iteration 72Q: 3 clusters Score -1.976349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -19763500.000000 Penalty: 5964.004883
	Iteration 73Q: 3 clusters Score -1.97635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -19763486.000000 Penalty: 5964.004883
	Iteration 74Q: 3 clusters Score -1.976349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 164870 members 
Entering Unmasked Estep 
Score: -19763480.000000 Penalty: 5964.004883
	Iteration 75Q: 3 clusters Score -1.976348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 164877 members 
Entering Unmasked Estep 
Score: -19763488.000000 Penalty: 5964.004883
	Iteration 76Q: 3 clusters Score -1.976349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -19763492.000000 Penalty: 5964.004883
	Iteration 77Q: 3 clusters Score -1.976349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 164895 members 
Entering Unmasked Estep 
Score: -19763492.000000 Penalty: 5964.004883
	Iteration 78Q: 3 clusters Score -1.976349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -19763506.000000 Penalty: 5964.004883
	Iteration 79Q: 3 clusters Score -1.976351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -19763512.000000 Penalty: 5964.004883
	Iteration 80F: 3 clusters Score -1.976351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -19763510.000000 Penalty: 5964.004883
	Iteration 81Q: 3 clusters Score -1.976351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 164921 members 
Entering Unmasked Estep 
Score: -19763514.000000 Penalty: 5964.004883
	Iteration 82Q: 3 clusters Score -1.976351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -19763522.000000 Penalty: 5964.004883
	Iteration 83Q: 3 clusters Score -1.976352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 164934 members 
Entering Unmasked Estep 
Score: -19763508.000000 Penalty: 5964.004883
	Iteration 84Q: 3 clusters Score -1.976351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -19763508.000000 Penalty: 5964.004883
	Iteration 85Q: 3 clusters Score -1.976351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -19763514.000000 Penalty: 5964.004883
	Iteration 86Q: 3 clusters Score -1.976351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -19763520.000000 Penalty: 5964.004883
	Iteration 87Q: 3 clusters Score -1.976352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 164953 members 
Entering Unmasked Estep 
Score: -19763526.000000 Penalty: 5964.004883
	Iteration 88Q: 3 clusters Score -1.976353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -19763530.000000 Penalty: 5964.004883
	Iteration 89Q: 3 clusters Score -1.976353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -19763534.000000 Penalty: 5964.004883
	Iteration 90Q: 3 clusters Score -1.976353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -19763534.000000 Penalty: 5964.004883
	Iteration 91Q: 3 clusters Score -1.976353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 164982 members 
Entering Unmasked Estep 
Score: -19763546.000000 Penalty: 5964.004883
	Iteration 92Q: 3 clusters Score -1.976355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 164986 members 
Entering Unmasked Estep 
Score: -19763544.000000 Penalty: 5964.004883
	Iteration 93Q: 3 clusters Score -1.976354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 164991 members 
Entering Unmasked Estep 
Score: -19763554.000000 Penalty: 5964.004883
	Iteration 94Q: 3 clusters Score -1.976355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -19763560.000000 Penalty: 5964.004883
	Iteration 95Q: 3 clusters Score -1.976356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -19763548.000000 Penalty: 5964.004883
	Iteration 96Q: 3 clusters Score -1.976355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -19763566.000000 Penalty: 5964.004883
	Iteration 97Q: 3 clusters Score -1.976357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -19763570.000000 Penalty: 5964.004883
	Iteration 98Q: 3 clusters Score -1.976357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -19763568.000000 Penalty: 5964.004883
	Iteration 99Q: 3 clusters Score -1.976357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 165009 members 
Entering Unmasked Estep 
Score: -19763570.000000 Penalty: 5964.004883
	Iteration 100F: 3 clusters Score -1.976357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -19763566.000000 Penalty: 5964.004883
	Iteration 101Q: 3 clusters Score -1.976357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 165012 members 
Entering Unmasked Estep 
Score: -19763578.000000 Penalty: 5964.004883
	Iteration 102Q: 3 clusters Score -1.976358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 165012 members 
Entering Unmasked Estep 
Score: -19763576.000000 Penalty: 5964.004883
	Iteration 103Q: 3 clusters Score -1.976358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -19763574.000000 Penalty: 5964.004883
	Iteration 104Q: 3 clusters Score -1.976357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 165010 members 
Entering Unmasked Estep 
Score: -19763572.000000 Penalty: 5964.004883
	Iteration 105Q: 3 clusters Score -1.976357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 165010 members 
Entering Unmasked Estep 
Score: -19763572.000000 Penalty: 5964.004883
	Iteration 106F: 3 clusters Score -1.976357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111347 members 
Entering Unmasked Estep 
Score: -13345640.000000 Penalty: 2881.860840
	Iteration 0F: 2 clusters Score -1.334564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -13271101.000000 Penalty: 5763.721680
	Iteration 0F: 3 clusters Score -1.32711e+07 nChanged 52682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -13301146.000000 Penalty: 5763.721680
	Iteration 1F: 3 clusters Score -1.330115e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -13302032.000000 Penalty: 5763.721680
	Iteration 2Q: 3 clusters Score -1.330203e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -13302804.000000 Penalty: 5763.721680
	Iteration 3Q: 3 clusters Score -1.33028e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -13304020.000000 Penalty: 5763.721680
	Iteration 4Q: 3 clusters Score -1.330402e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -13305595.000000 Penalty: 5763.721680
	Iteration 5Q: 3 clusters Score -1.33056e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -13308137.000000 Penalty: 5763.721680
	Iteration 6Q: 3 clusters Score -1.330814e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -13312298.000000 Penalty: 5763.721680
	Iteration 7F: 3 clusters Score -1.33123e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -13318760.000000 Penalty: 5763.721680
	Iteration 8F: 3 clusters Score -1.331876e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -13326653.000000 Penalty: 5763.721680
	Iteration 9F: 3 clusters Score -1.332665e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -13333523.000000 Penalty: 5763.721680
	Iteration 10F: 3 clusters Score -1.333352e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 104267 members 
Entering Unmasked Estep 
Score: -13337844.000000 Penalty: 5763.721680
	Iteration 11Q: 3 clusters Score -1.333784e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 107010 members 
Entering Unmasked Estep 
Score: -13340187.000000 Penalty: 5763.721680
	Iteration 12Q: 3 clusters Score -1.334019e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -13341565.000000 Penalty: 5763.721680
	Iteration 13Q: 3 clusters Score -1.334156e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -13342244.000000 Penalty: 5763.721680
	Iteration 14Q: 3 clusters Score -1.334224e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -13342558.000000 Penalty: 5763.721680
	Iteration 15Q: 3 clusters Score -1.334256e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -13342825.000000 Penalty: 5763.721680
	Iteration 16Q: 3 clusters Score -1.334282e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -13342965.000000 Penalty: 5763.721680
	Iteration 17Q: 3 clusters Score -1.334296e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -13343024.000000 Penalty: 5763.721680
	Iteration 18Q: 3 clusters Score -1.334302e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -13343081.000000 Penalty: 5763.721680
	Iteration 19Q: 3 clusters Score -1.334308e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -13343112.000000 Penalty: 5763.721680
	Iteration 20F: 3 clusters Score -1.334311e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -13343145.000000 Penalty: 5763.721680
	Iteration 21Q: 3 clusters Score -1.334314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -13343163.000000 Penalty: 5763.721680
	Iteration 22Q: 3 clusters Score -1.334316e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
Score: -13343186.000000 Penalty: 5763.721680
	Iteration 23Q: 3 clusters Score -1.334319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -13343201.000000 Penalty: 5763.721680
	Iteration 24Q: 3 clusters Score -1.33432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 110695 members 
Entering Unmasked Estep 
Score: -13343197.000000 Penalty: 5763.721680
	Iteration 25Q: 3 clusters Score -1.33432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 110700 members 
Entering Unmasked Estep 
Score: -13343224.000000 Penalty: 5763.721680
	Iteration 26Q: 3 clusters Score -1.334322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 110709 members 
Entering Unmasked Estep 
Score: -13343222.000000 Penalty: 5763.721680
	Iteration 27Q: 3 clusters Score -1.334322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 110715 members 
Entering Unmasked Estep 
Score: -13343223.000000 Penalty: 5763.721680
	Iteration 28Q: 3 clusters Score -1.334322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -13343247.000000 Penalty: 5763.721680
	Iteration 29Q: 3 clusters Score -1.334325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -13343243.000000 Penalty: 5763.721680
	Iteration 30Q: 3 clusters Score -1.334324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 110726 members 
Entering Unmasked Estep 
Score: -13343251.000000 Penalty: 5763.721680
	Iteration 31Q: 3 clusters Score -1.334325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -13343250.000000 Penalty: 5763.721680
	Iteration 32Q: 3 clusters Score -1.334325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -13343275.000000 Penalty: 5763.721680
	Iteration 33Q: 3 clusters Score -1.334328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -13343268.000000 Penalty: 5763.721680
	Iteration 34Q: 3 clusters Score -1.334327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -13343271.000000 Penalty: 5763.721680
	Iteration 35Q: 3 clusters Score -1.334327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -13343268.000000 Penalty: 5763.721680
	Iteration 36Q: 3 clusters Score -1.334327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -13343271.000000 Penalty: 5763.721680
	Iteration 37Q: 3 clusters Score -1.334327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -13343260.000000 Penalty: 5763.721680
	Iteration 38Q: 3 clusters Score -1.334326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -13343267.000000 Penalty: 5763.721680
	Iteration 39Q: 3 clusters Score -1.334327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -13343274.000000 Penalty: 5763.721680
	Iteration 40F: 3 clusters Score -1.334327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -13343269.000000 Penalty: 5763.721680
	Iteration 41Q: 3 clusters Score -1.334327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -13343276.000000 Penalty: 5763.721680
	Iteration 42Q: 3 clusters Score -1.334328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 110749 members 
Entering Unmasked Estep 
Score: -13343279.000000 Penalty: 5763.721680
	Iteration 43Q: 3 clusters Score -1.334328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -13343274.000000 Penalty: 5763.721680
	Iteration 44Q: 3 clusters Score -1.334327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 110752 members 
Entering Unmasked Estep 
Score: -13343280.000000 Penalty: 5763.721680
	Iteration 45Q: 3 clusters Score -1.334328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -13343278.000000 Penalty: 5763.721680
	Iteration 46Q: 3 clusters Score -1.334328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -13343286.000000 Penalty: 5763.721680
	Iteration 47Q: 3 clusters Score -1.334329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 110754 members 
Entering Unmasked Estep 
Score: -13343291.000000 Penalty: 5763.721680
	Iteration 48Q: 3 clusters Score -1.334329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -13343293.000000 Penalty: 5763.721680
	Iteration 49Q: 3 clusters Score -1.334329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 110758 members 
Entering Unmasked Estep 
Score: -13343298.000000 Penalty: 5763.721680
	Iteration 50Q: 3 clusters Score -1.33433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 110758 members 
Entering Unmasked Estep 
Score: -13343298.000000 Penalty: 5763.721680
	Iteration 51F: 3 clusters Score -1.33433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -668015.500000 Penalty: 2163.320801
	Iteration 0F: 2 clusters Score -668015.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -662728.687500 Penalty: 4326.641602
	Iteration 0F: 3 clusters Score -662728.7 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -664213.125000 Penalty: 4326.641602
	Iteration 1F: 3 clusters Score -664213.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -664630.125000 Penalty: 4326.641602
	Iteration 2F: 3 clusters Score -664630.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -665003.437500 Penalty: 4326.641602
	Iteration 3F: 3 clusters Score -665003.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -665395.625000 Penalty: 4326.641602
	Iteration 4F: 3 clusters Score -665395.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -665751.000000 Penalty: 4326.641602
	Iteration 5F: 3 clusters Score -665751 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -666039.812500 Penalty: 4326.641602
	Iteration 6F: 3 clusters Score -666039.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -666236.937500 Penalty: 4326.641602
	Iteration 7Q: 3 clusters Score -666236.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -666374.312500 Penalty: 4326.641602
	Iteration 8Q: 3 clusters Score -666374.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -666455.312500 Penalty: 4326.641602
	Iteration 9Q: 3 clusters Score -666455.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -666535.000000 Penalty: 4326.641602
	Iteration 10Q: 3 clusters Score -666535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -666610.625000 Penalty: 4326.641602
	Iteration 11Q: 3 clusters Score -666610.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -666663.312500 Penalty: 4326.641602
	Iteration 12Q: 3 clusters Score -666663.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -666704.812500 Penalty: 4326.641602
	Iteration 13Q: 3 clusters Score -666704.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -666737.000000 Penalty: 4326.641602
	Iteration 14Q: 3 clusters Score -666737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -666760.062500 Penalty: 4326.641602
	Iteration 15Q: 3 clusters Score -666760.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -666777.937500 Penalty: 4326.641602
	Iteration 16Q: 3 clusters Score -666777.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -666791.812500 Penalty: 4326.641602
	Iteration 17Q: 3 clusters Score -666791.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -666805.125000 Penalty: 4326.641602
	Iteration 18Q: 3 clusters Score -666805.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -666810.312500 Penalty: 4326.641602
	Iteration 19Q: 3 clusters Score -666810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -666817.875000 Penalty: 4326.641602
	Iteration 20F: 3 clusters Score -666817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -666820.062500 Penalty: 4326.641602
	Iteration 21Q: 3 clusters Score -666820.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -666825.500000 Penalty: 4326.641602
	Iteration 22Q: 3 clusters Score -666825.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -666830.875000 Penalty: 4326.641602
	Iteration 23Q: 3 clusters Score -666830.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -666834.250000 Penalty: 4326.641602
	Iteration 24Q: 3 clusters Score -666834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -666837.125000 Penalty: 4326.641602
	Iteration 25Q: 3 clusters Score -666837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -666839.437500 Penalty: 4326.641602
	Iteration 26Q: 3 clusters Score -666839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -666841.375000 Penalty: 4326.641602
	Iteration 27Q: 3 clusters Score -666841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -666841.125000 Penalty: 4326.641602
	Iteration 28Q: 3 clusters Score -666841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -666840.687500 Penalty: 4326.641602
	Iteration 29Q: 3 clusters Score -666840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -666841.625000 Penalty: 4326.641602
	Iteration 30Q: 3 clusters Score -666841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -666841.625000 Penalty: 4326.641602
	Iteration 31F: 3 clusters Score -666841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (113487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Entering Unmasked Estep 
Score: -13465963.000000 Penalty: 2886.582031
	Iteration 0F: 2 clusters Score -1.346596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -13390161.000000 Penalty: 5773.164062
	Iteration 0F: 3 clusters Score -1.339016e+07 nChanged 53906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -13421036.000000 Penalty: 5773.164062
	Iteration 1F: 3 clusters Score -1.342104e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -13421828.000000 Penalty: 5773.164062
	Iteration 2Q: 3 clusters Score -1.342183e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -13422760.000000 Penalty: 5773.164062
	Iteration 3Q: 3 clusters Score -1.342276e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -13423762.000000 Penalty: 5773.164062
	Iteration 4Q: 3 clusters Score -1.342376e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -13425128.000000 Penalty: 5773.164062
	Iteration 5Q: 3 clusters Score -1.342513e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -13427097.000000 Penalty: 5773.164062
	Iteration 6Q: 3 clusters Score -1.34271e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -13430034.000000 Penalty: 5773.164062
	Iteration 7F: 3 clusters Score -1.343003e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -13434128.000000 Penalty: 5773.164062
	Iteration 8F: 3 clusters Score -1.343413e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -13439813.000000 Penalty: 5773.164062
	Iteration 9F: 3 clusters Score -1.343981e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -13446475.000000 Penalty: 5773.164062
	Iteration 10F: 3 clusters Score -1.344648e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -13453035.000000 Penalty: 5773.164062
	Iteration 11F: 3 clusters Score -1.345304e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -13458120.000000 Penalty: 5773.164062
	Iteration 12F: 3 clusters Score -1.345812e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -13461146.000000 Penalty: 5773.164062
	Iteration 13Q: 3 clusters Score -1.346115e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -13462547.000000 Penalty: 5773.164062
	Iteration 14Q: 3 clusters Score -1.346255e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 112857 members 
Entering Unmasked Estep 
Score: -13463060.000000 Penalty: 5773.164062
	Iteration 15Q: 3 clusters Score -1.346306e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -13463263.000000 Penalty: 5773.164062
	Iteration 16Q: 3 clusters Score -1.346326e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -13463375.000000 Penalty: 5773.164062
	Iteration 17Q: 3 clusters Score -1.346338e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 113151 members 
Entering Unmasked Estep 
Score: -13463433.000000 Penalty: 5773.164062
	Iteration 18Q: 3 clusters Score -1.346343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 113163 members 
Entering Unmasked Estep 
Score: -13463451.000000 Penalty: 5773.164062
	Iteration 19Q: 3 clusters Score -1.346345e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 113175 members 
Entering Unmasked Estep 
Score: -13463463.000000 Penalty: 5773.164062
	Iteration 20F: 3 clusters Score -1.346346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 113179 members 
Entering Unmasked Estep 
Score: -13463467.000000 Penalty: 5773.164062
	Iteration 21Q: 3 clusters Score -1.346347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -13463468.000000 Penalty: 5773.164062
	Iteration 22Q: 3 clusters Score -1.346347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113184 members 
Entering Unmasked Estep 
Score: -13463491.000000 Penalty: 5773.164062
	Iteration 23Q: 3 clusters Score -1.346349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 113185 members 
Entering Unmasked Estep 
Score: -13463486.000000 Penalty: 5773.164062
	Iteration 24Q: 3 clusters Score -1.346349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113190 members 
Entering Unmasked Estep 
Score: -13463490.000000 Penalty: 5773.164062
	Iteration 25Q: 3 clusters Score -1.346349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113192 members 
Entering Unmasked Estep 
Score: -13463497.000000 Penalty: 5773.164062
	Iteration 26Q: 3 clusters Score -1.34635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -13463501.000000 Penalty: 5773.164062
	Iteration 27Q: 3 clusters Score -1.34635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 113194 members 
Entering Unmasked Estep 
Score: -13463510.000000 Penalty: 5773.164062
	Iteration 28Q: 3 clusters Score -1.346351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -13463518.000000 Penalty: 5773.164062
	Iteration 29Q: 3 clusters Score -1.346352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -13463520.000000 Penalty: 5773.164062
	Iteration 30Q: 3 clusters Score -1.346352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -13463533.000000 Penalty: 5773.164062
	Iteration 31Q: 3 clusters Score -1.346353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 113202 members 
Entering Unmasked Estep 
Score: -13463538.000000 Penalty: 5773.164062
	Iteration 32Q: 3 clusters Score -1.346354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -13463540.000000 Penalty: 5773.164062
	Iteration 33Q: 3 clusters Score -1.346354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -13463540.000000 Penalty: 5773.164062
	Iteration 34Q: 3 clusters Score -1.346354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -13463540.000000 Penalty: 5773.164062
	Iteration 35F: 3 clusters Score -1.346354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258950 members 
Entering Unmasked Estep 
Score: -30333742.000000 Penalty: 3091.168701
	Iteration 0F: 2 clusters Score -3.033374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 129786 members 
Entering Unmasked Estep 
Score: -30160744.000000 Penalty: 6182.337402
	Iteration 0F: 3 clusters Score -3.016074e+07 nChanged 124984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122470 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -30235338.000000 Penalty: 6182.337402
	Iteration 1F: 3 clusters Score -3.023534e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117978 members 
Mstep: Class 2 contains 140972 members 
Entering Unmasked Estep 
Score: -30237304.000000 Penalty: 6182.337402
	Iteration 2Q: 3 clusters Score -3.02373e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 147969 members 
Entering Unmasked Estep 
Score: -30240924.000000 Penalty: 6182.337402
	Iteration 3Q: 3 clusters Score -3.024092e+07 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100446 members 
Mstep: Class 2 contains 158504 members 
Entering Unmasked Estep 
Score: -30246358.000000 Penalty: 6182.337402
	Iteration 4Q: 3 clusters Score -3.024636e+07 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 173656 members 
Entering Unmasked Estep 
Score: -30255858.000000 Penalty: 6182.337402
	Iteration 5F: 3 clusters Score -3.025586e+07 nChanged 20685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 193443 members 
Entering Unmasked Estep 
Score: -30271238.000000 Penalty: 6182.337402
	Iteration 6F: 3 clusters Score -3.027124e+07 nChanged 22284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 215311 members 
Entering Unmasked Estep 
Score: -30290738.000000 Penalty: 6182.337402
	Iteration 7F: 3 clusters Score -3.029074e+07 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 234584 members 
Entering Unmasked Estep 
Score: -30309106.000000 Penalty: 6182.337402
	Iteration 8F: 3 clusters Score -3.030911e+07 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 247563 members 
Entering Unmasked Estep 
Score: -30321500.000000 Penalty: 6182.337402
	Iteration 9F: 3 clusters Score -3.03215e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 254273 members 
Entering Unmasked Estep 
Score: -30327756.000000 Penalty: 6182.337402
	Iteration 10Q: 3 clusters Score -3.032776e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 256984 members 
Entering Unmasked Estep 
Score: -30330052.000000 Penalty: 6182.337402
	Iteration 11Q: 3 clusters Score -3.033005e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 257914 members 
Entering Unmasked Estep 
Score: -30330862.000000 Penalty: 6182.337402
	Iteration 12Q: 3 clusters Score -3.033086e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 258199 members 
Entering Unmasked Estep 
Score: -30331144.000000 Penalty: 6182.337402
	Iteration 13Q: 3 clusters Score -3.033114e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 258301 members 
Entering Unmasked Estep 
Score: -30331338.000000 Penalty: 6182.337402
	Iteration 14Q: 3 clusters Score -3.033134e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 258342 members 
Entering Unmasked Estep 
Score: -30331388.000000 Penalty: 6182.337402
	Iteration 15Q: 3 clusters Score -3.033139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 258358 members 
Entering Unmasked Estep 
Score: -30331408.000000 Penalty: 6182.337402
	Iteration 16Q: 3 clusters Score -3.033141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 258368 members 
Entering Unmasked Estep 
Score: -30331436.000000 Penalty: 6182.337402
	Iteration 17Q: 3 clusters Score -3.033144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 258372 members 
Entering Unmasked Estep 
Score: -30331434.000000 Penalty: 6182.337402
	Iteration 18Q: 3 clusters Score -3.033143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 258380 members 
Entering Unmasked Estep 
Score: -30331480.000000 Penalty: 6182.337402
	Iteration 19Q: 3 clusters Score -3.033148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 258384 members 
Entering Unmasked Estep 
Score: -30331508.000000 Penalty: 6182.337402
	Iteration 20F: 3 clusters Score -3.033151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 258393 members 
Entering Unmasked Estep 
Score: -30331530.000000 Penalty: 6182.337402
	Iteration 21Q: 3 clusters Score -3.033153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 258398 members 
Entering Unmasked Estep 
Score: -30331532.000000 Penalty: 6182.337402
	Iteration 22Q: 3 clusters Score -3.033153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 258400 members 
Entering Unmasked Estep 
Score: -30331534.000000 Penalty: 6182.337402
	Iteration 23Q: 3 clusters Score -3.033153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 258402 members 
Entering Unmasked Estep 
Score: -30331546.000000 Penalty: 6182.337402
	Iteration 24Q: 3 clusters Score -3.033155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 258405 members 
Entering Unmasked Estep 
Score: -30331536.000000 Penalty: 6182.337402
	Iteration 25Q: 3 clusters Score -3.033154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 258403 members 
Entering Unmasked Estep 
Score: -30331556.000000 Penalty: 6182.337402
	Iteration 26Q: 3 clusters Score -3.033156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 258398 members 
Entering Unmasked Estep 
Score: -30331566.000000 Penalty: 6182.337402
	Iteration 27Q: 3 clusters Score -3.033157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 258398 members 
Entering Unmasked Estep 
Score: -30331558.000000 Penalty: 6182.337402
	Iteration 28Q: 3 clusters Score -3.033156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 258398 members 
Entering Unmasked Estep 
Score: -30331554.000000 Penalty: 6182.337402
	Iteration 29Q: 3 clusters Score -3.033155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 258399 members 
Entering Unmasked Estep 
Score: -30331550.000000 Penalty: 6182.337402
	Iteration 30Q: 3 clusters Score -3.033155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 258402 members 
Entering Unmasked Estep 
Score: -30331578.000000 Penalty: 6182.337402
	Iteration 31Q: 3 clusters Score -3.033158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 258404 members 
Entering Unmasked Estep 
Score: -30331594.000000 Penalty: 6182.337402
	Iteration 32Q: 3 clusters Score -3.033159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 258402 members 
Entering Unmasked Estep 
Score: -30331612.000000 Penalty: 6182.337402
	Iteration 33Q: 3 clusters Score -3.033161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 258402 members 
Entering Unmasked Estep 
Score: -30331624.000000 Penalty: 6182.337402
	Iteration 34Q: 3 clusters Score -3.033162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 258403 members 
Entering Unmasked Estep 
Score: -30331618.000000 Penalty: 6182.337402
	Iteration 35Q: 3 clusters Score -3.033162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 258403 members 
Entering Unmasked Estep 
Score: -30331618.000000 Penalty: 6182.337402
	Iteration 36F: 3 clusters Score -3.033162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Entering Unmasked Estep 
Score: -3611161.750000 Penalty: 2577.126221
	Iteration 0F: 2 clusters Score -3611162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3588903.500000 Penalty: 5154.252441
	Iteration 0F: 3 clusters Score -3588904 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3597274.250000 Penalty: 5154.252441
	Iteration 1F: 3 clusters Score -3597274 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3598210.750000 Penalty: 5154.252441
	Iteration 2F: 3 clusters Score -3598211 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3599307.250000 Penalty: 5154.252441
	Iteration 3F: 3 clusters Score -3599307 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3600492.000000 Penalty: 5154.252441
	Iteration 4F: 3 clusters Score -3600492 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3601870.500000 Penalty: 5154.252441
	Iteration 5F: 3 clusters Score -3601870 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3603377.500000 Penalty: 5154.252441
	Iteration 6F: 3 clusters Score -3603378 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3604798.750000 Penalty: 5154.252441
	Iteration 7F: 3 clusters Score -3604799 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3606001.750000 Penalty: 5154.252441
	Iteration 8F: 3 clusters Score -3606002 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3606989.500000 Penalty: 5154.252441
	Iteration 9Q: 3 clusters Score -3606990 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3607679.750000 Penalty: 5154.252441
	Iteration 10Q: 3 clusters Score -3607680 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3608071.500000 Penalty: 5154.252441
	Iteration 11Q: 3 clusters Score -3608072 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3608292.250000 Penalty: 5154.252441
	Iteration 12Q: 3 clusters Score -3608292 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3608438.000000 Penalty: 5154.252441
	Iteration 13Q: 3 clusters Score -3608438 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3608519.750000 Penalty: 5154.252441
	Iteration 14Q: 3 clusters Score -3608520 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3608571.500000 Penalty: 5154.252441
	Iteration 15Q: 3 clusters Score -3608572 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3608609.000000 Penalty: 5154.252441
	Iteration 16Q: 3 clusters Score -3608609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3608658.250000 Penalty: 5154.252441
	Iteration 17Q: 3 clusters Score -3608658 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3608704.000000 Penalty: 5154.252441
	Iteration 18Q: 3 clusters Score -3608704 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3608726.250000 Penalty: 5154.252441
	Iteration 19Q: 3 clusters Score -3608726 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3608739.750000 Penalty: 5154.252441
	Iteration 20F: 3 clusters Score -3608740 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3608766.500000 Penalty: 5154.252441
	Iteration 21Q: 3 clusters Score -3608766 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3608796.500000 Penalty: 5154.252441
	Iteration 22Q: 3 clusters Score -3608796 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3608840.750000 Penalty: 5154.252441
	Iteration 23Q: 3 clusters Score -3608841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3608856.000000 Penalty: 5154.252441
	Iteration 24Q: 3 clusters Score -3608856 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3608917.000000 Penalty: 5154.252441
	Iteration 25Q: 3 clusters Score -3608917 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3608952.000000 Penalty: 5154.252441
	Iteration 26Q: 3 clusters Score -3608952 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3609000.750000 Penalty: 5154.252441
	Iteration 27Q: 3 clusters Score -3609001 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3609049.250000 Penalty: 5154.252441
	Iteration 28Q: 3 clusters Score -3609049 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3609108.000000 Penalty: 5154.252441
	Iteration 29Q: 3 clusters Score -3609108 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3609190.750000 Penalty: 5154.252441
	Iteration 30Q: 3 clusters Score -3609191 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3609330.250000 Penalty: 5154.252441
	Iteration 31Q: 3 clusters Score -3609330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3609529.250000 Penalty: 5154.252441
	Iteration 32Q: 3 clusters Score -3609529 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3609851.750000 Penalty: 5154.252441
	Iteration 33Q: 3 clusters Score -3609852 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3610332.250000 Penalty: 5154.252441
	Iteration 34Q: 3 clusters Score -3610332 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3610771.500000 Penalty: 5154.252441
	Iteration 35Q: 3 clusters Score -3610772 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3611003.000000 Penalty: 5154.252441
	Iteration 36Q: 3 clusters Score -3611003 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3611107.250000 Penalty: 5154.252441
	Iteration 37Q: 3 clusters Score -3611107 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3611187.750000 Penalty: 5154.252441
	Iteration 38Q: 3 clusters Score -3611188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3611231.250000 Penalty: 5154.252441
	Iteration 39Q: 3 clusters Score -3611231 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3611253.000000 Penalty: 5154.252441
	Iteration 40F: 3 clusters Score -3611253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3611271.750000 Penalty: 5154.252441
	Iteration 41Q: 3 clusters Score -3611272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3611285.500000 Penalty: 5154.252441
	Iteration 42Q: 3 clusters Score -3611286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3611289.000000 Penalty: 5154.252441
	Iteration 43Q: 3 clusters Score -3611289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3611284.250000 Penalty: 5154.252441
	Iteration 44Q: 3 clusters Score -3611284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3611287.000000 Penalty: 5154.252441
	Iteration 45Q: 3 clusters Score -3611287 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3611282.250000 Penalty: 5154.252441
	Iteration 46Q: 3 clusters Score -3611282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3611281.000000 Penalty: 5154.252441
	Iteration 47Q: 3 clusters Score -3611281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3611296.750000 Penalty: 5154.252441
	Iteration 48Q: 3 clusters Score -3611297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3611291.000000 Penalty: 5154.252441
	Iteration 49Q: 3 clusters Score -3611291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3611304.750000 Penalty: 5154.252441
	Iteration 50Q: 3 clusters Score -3611305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3611304.500000 Penalty: 5154.252441
	Iteration 51Q: 3 clusters Score -3611304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3611302.500000 Penalty: 5154.252441
	Iteration 52Q: 3 clusters Score -3611302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3611303.750000 Penalty: 5154.252441
	Iteration 53Q: 3 clusters Score -3611304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3611303.750000 Penalty: 5154.252441
	Iteration 54Q: 3 clusters Score -3611304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3611305.000000 Penalty: 5154.252441
	Iteration 55Q: 3 clusters Score -3611305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3611308.000000 Penalty: 5154.252441
	Iteration 56Q: 3 clusters Score -3611308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3611308.000000 Penalty: 5154.252441
	Iteration 57Q: 3 clusters Score -3611308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3611302.500000 Penalty: 5154.252441
	Iteration 58Q: 3 clusters Score -3611302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3611303.000000 Penalty: 5154.252441
	Iteration 59Q: 3 clusters Score -3611303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3611304.000000 Penalty: 5154.252441
	Iteration 60F: 3 clusters Score -3611304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3611300.500000 Penalty: 5154.252441
	Iteration 61Q: 3 clusters Score -3611300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3611300.500000 Penalty: 5154.252441
	Iteration 62Q: 3 clusters Score -3611300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3611300.000000 Penalty: 5154.252441
	Iteration 63Q: 3 clusters Score -3611300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3611300.000000 Penalty: 5154.252441
	Iteration 64F: 3 clusters Score -3611300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168770 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39321 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166742 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258950 members 
Mstep: Class 13 contains 11951 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27603 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 46533 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73026 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15262 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15103 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12540 members 
Mstep: Class 36 contains 20635 members 
Entering Unmasked Estep 
Score: -205567568.000000 Penalty: 128518.421875
Splitting cluster 13 changes total score from -205569040.000000 to -205567568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (171750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171750 members 
Entering Unmasked Estep 
Score: -20783224.000000 Penalty: 2989.341064
	Iteration 0F: 2 clusters Score -2.078322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -20675648.000000 Penalty: 5978.682129
	Iteration 0F: 3 clusters Score -2.067565e+07 nChanged 82088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -20724076.000000 Penalty: 5978.682129
	Iteration 1F: 3 clusters Score -2.072408e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -20725706.000000 Penalty: 5978.682129
	Iteration 2Q: 3 clusters Score -2.072571e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -20727362.000000 Penalty: 5978.682129
	Iteration 3Q: 3 clusters Score -2.072736e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -20729736.000000 Penalty: 5978.682129
	Iteration 4Q: 3 clusters Score -2.072974e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -20733044.000000 Penalty: 5978.682129
	Iteration 5Q: 3 clusters Score -2.073304e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -20737352.000000 Penalty: 5978.682129
	Iteration 6F: 3 clusters Score -2.073735e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102052 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -20741898.000000 Penalty: 5978.682129
	Iteration 7F: 3 clusters Score -2.07419e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -20746202.000000 Penalty: 5978.682129
	Iteration 8F: 3 clusters Score -2.07462e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -20750098.000000 Penalty: 5978.682129
	Iteration 9F: 3 clusters Score -2.07501e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -20753518.000000 Penalty: 5978.682129
	Iteration 10Q: 3 clusters Score -2.075352e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -20756546.000000 Penalty: 5978.682129
	Iteration 11Q: 3 clusters Score -2.075655e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -20759820.000000 Penalty: 5978.682129
	Iteration 12Q: 3 clusters Score -2.075982e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -20763788.000000 Penalty: 5978.682129
	Iteration 13Q: 3 clusters Score -2.076379e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -20767814.000000 Penalty: 5978.682129
	Iteration 14Q: 3 clusters Score -2.076781e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -20771030.000000 Penalty: 5978.682129
	Iteration 15Q: 3 clusters Score -2.077103e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161241 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -20774168.000000 Penalty: 5978.682129
	Iteration 16Q: 3 clusters Score -2.077417e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -20777154.000000 Penalty: 5978.682129
	Iteration 17Q: 3 clusters Score -2.077715e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -20779166.000000 Penalty: 5978.682129
	Iteration 18Q: 3 clusters Score -2.077917e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170438 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20779896.000000 Penalty: 5978.682129
	Iteration 19Q: 3 clusters Score -2.07799e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -20780258.000000 Penalty: 5978.682129
	Iteration 20F: 3 clusters Score -2.078026e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20780516.000000 Penalty: 5978.682129
	Iteration 21Q: 3 clusters Score -2.078052e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20780606.000000 Penalty: 5978.682129
	Iteration 22Q: 3 clusters Score -2.078061e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20780664.000000 Penalty: 5978.682129
	Iteration 23Q: 3 clusters Score -2.078066e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20780696.000000 Penalty: 5978.682129
	Iteration 24Q: 3 clusters Score -2.07807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20780706.000000 Penalty: 5978.682129
	Iteration 25Q: 3 clusters Score -2.078071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20780722.000000 Penalty: 5978.682129
	Iteration 26Q: 3 clusters Score -2.078072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20780724.000000 Penalty: 5978.682129
	Iteration 27Q: 3 clusters Score -2.078072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -20780716.000000 Penalty: 5978.682129
	Iteration 28Q: 3 clusters Score -2.078072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20780700.000000 Penalty: 5978.682129
	Iteration 29Q: 3 clusters Score -2.07807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20780724.000000 Penalty: 5978.682129
	Iteration 30Q: 3 clusters Score -2.078072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20780714.000000 Penalty: 5978.682129
	Iteration 31Q: 3 clusters Score -2.078071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20780714.000000 Penalty: 5978.682129
	Iteration 32F: 3 clusters Score -2.078071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Entering Unmasked Estep 
Score: -1939878.875000 Penalty: 2416.997070
	Iteration 0F: 2 clusters Score -1939879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1927805.375000 Penalty: 4833.994141
	Iteration 0F: 3 clusters Score -1927805 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1931762.125000 Penalty: 4833.994141
	Iteration 1F: 3 clusters Score -1931762 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1932192.125000 Penalty: 4833.994141
	Iteration 2F: 3 clusters Score -1932192 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1932626.375000 Penalty: 4833.994141
	Iteration 3F: 3 clusters Score -1932626 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1933079.000000 Penalty: 4833.994141
	Iteration 4F: 3 clusters Score -1933079 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1933604.000000 Penalty: 4833.994141
	Iteration 5F: 3 clusters Score -1933604 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1934211.750000 Penalty: 4833.994141
	Iteration 6F: 3 clusters Score -1934212 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1934749.125000 Penalty: 4833.994141
	Iteration 7F: 3 clusters Score -1934749 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1935217.500000 Penalty: 4833.994141
	Iteration 8Q: 3 clusters Score -1935218 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1935635.500000 Penalty: 4833.994141
	Iteration 9Q: 3 clusters Score -1935636 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1936069.000000 Penalty: 4833.994141
	Iteration 10Q: 3 clusters Score -1936069 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1936433.500000 Penalty: 4833.994141
	Iteration 11Q: 3 clusters Score -1936434 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1936759.000000 Penalty: 4833.994141
	Iteration 12Q: 3 clusters Score -1936759 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1937000.500000 Penalty: 4833.994141
	Iteration 13Q: 3 clusters Score -1937000 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1937177.500000 Penalty: 4833.994141
	Iteration 14Q: 3 clusters Score -1937178 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1937295.875000 Penalty: 4833.994141
	Iteration 15Q: 3 clusters Score -1937296 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1937373.250000 Penalty: 4833.994141
	Iteration 16Q: 3 clusters Score -1937373 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1937420.875000 Penalty: 4833.994141
	Iteration 17Q: 3 clusters Score -1937421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1937443.125000 Penalty: 4833.994141
	Iteration 18Q: 3 clusters Score -1937443 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1937460.750000 Penalty: 4833.994141
	Iteration 19Q: 3 clusters Score -1937461 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1937477.250000 Penalty: 4833.994141
	Iteration 20F: 3 clusters Score -1937477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1937489.375000 Penalty: 4833.994141
	Iteration 21Q: 3 clusters Score -1937489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1937503.125000 Penalty: 4833.994141
	Iteration 22Q: 3 clusters Score -1937503 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1937525.875000 Penalty: 4833.994141
	Iteration 23Q: 3 clusters Score -1937526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1937526.375000 Penalty: 4833.994141
	Iteration 24Q: 3 clusters Score -1937526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1937529.750000 Penalty: 4833.994141
	Iteration 25Q: 3 clusters Score -1937530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1937530.250000 Penalty: 4833.994141
	Iteration 26Q: 3 clusters Score -1937530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1937532.625000 Penalty: 4833.994141
	Iteration 27Q: 3 clusters Score -1937533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1937531.625000 Penalty: 4833.994141
	Iteration 28Q: 3 clusters Score -1937532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1937539.250000 Penalty: 4833.994141
	Iteration 29Q: 3 clusters Score -1937539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1937541.750000 Penalty: 4833.994141
	Iteration 30Q: 3 clusters Score -1937542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1937541.000000 Penalty: 4833.994141
	Iteration 31Q: 3 clusters Score -1937541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1937539.625000 Penalty: 4833.994141
	Iteration 32Q: 3 clusters Score -1937540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1937539.125000 Penalty: 4833.994141
	Iteration 33Q: 3 clusters Score -1937539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1937539.625000 Penalty: 4833.994141
	Iteration 34Q: 3 clusters Score -1937540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1937536.625000 Penalty: 4833.994141
	Iteration 35Q: 3 clusters Score -1937537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1937539.125000 Penalty: 4833.994141
	Iteration 36Q: 3 clusters Score -1937539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1937538.375000 Penalty: 4833.994141
	Iteration 37Q: 3 clusters Score -1937538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1937541.250000 Penalty: 4833.994141
	Iteration 38Q: 3 clusters Score -1937541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1937542.000000 Penalty: 4833.994141
	Iteration 39Q: 3 clusters Score -1937542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1937541.750000 Penalty: 4833.994141
	Iteration 40F: 3 clusters Score -1937542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1937547.250000 Penalty: 4833.994141
	Iteration 41Q: 3 clusters Score -1937547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1937546.250000 Penalty: 4833.994141
	Iteration 42Q: 3 clusters Score -1937546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1937549.875000 Penalty: 4833.994141
	Iteration 43Q: 3 clusters Score -1937550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1937549.250000 Penalty: 4833.994141
	Iteration 44Q: 3 clusters Score -1937549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1937549.375000 Penalty: 4833.994141
	Iteration 45Q: 3 clusters Score -1937549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1937549.875000 Penalty: 4833.994141
	Iteration 46Q: 3 clusters Score -1937550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1937550.875000 Penalty: 4833.994141
	Iteration 47Q: 3 clusters Score -1937551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1937548.500000 Penalty: 4833.994141
	Iteration 48Q: 3 clusters Score -1937548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1937547.125000 Penalty: 4833.994141
	Iteration 49Q: 3 clusters Score -1937547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1937548.125000 Penalty: 4833.994141
	Iteration 50Q: 3 clusters Score -1937548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1937548.125000 Penalty: 4833.994141
	Iteration 51F: 3 clusters Score -1937548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Entering Unmasked Estep 
Score: -3249565.250000 Penalty: 2523.173828
	Iteration 0F: 2 clusters Score -3249565 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 13082 members 
Entering Unmasked Estep 
Score: -3231533.750000 Penalty: 5046.347656
	Iteration 0F: 3 clusters Score -3231534 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3237668.000000 Penalty: 5046.347656
	Iteration 1F: 3 clusters Score -3237668 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3238006.250000 Penalty: 5046.347656
	Iteration 2Q: 3 clusters Score -3238006 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3238279.250000 Penalty: 5046.347656
	Iteration 3Q: 3 clusters Score -3238279 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3238454.500000 Penalty: 5046.347656
	Iteration 4Q: 3 clusters Score -3238454 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3238651.000000 Penalty: 5046.347656
	Iteration 5Q: 3 clusters Score -3238651 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3238780.000000 Penalty: 5046.347656
	Iteration 6Q: 3 clusters Score -3238780 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3238923.750000 Penalty: 5046.347656
	Iteration 7Q: 3 clusters Score -3238924 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3239025.500000 Penalty: 5046.347656
	Iteration 8Q: 3 clusters Score -3239026 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3239167.750000 Penalty: 5046.347656
	Iteration 9Q: 3 clusters Score -3239168 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3239344.250000 Penalty: 5046.347656
	Iteration 10Q: 3 clusters Score -3239344 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3239560.750000 Penalty: 5046.347656
	Iteration 11Q: 3 clusters Score -3239561 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3239881.500000 Penalty: 5046.347656
	Iteration 12Q: 3 clusters Score -3239882 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3240324.500000 Penalty: 5046.347656
	Iteration 13Q: 3 clusters Score -3240324 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3240992.750000 Penalty: 5046.347656
	Iteration 14Q: 3 clusters Score -3240993 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3241899.500000 Penalty: 5046.347656
	Iteration 15F: 3 clusters Score -3241900 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3243111.500000 Penalty: 5046.347656
	Iteration 16F: 3 clusters Score -3243112 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3244322.750000 Penalty: 5046.347656
	Iteration 17F: 3 clusters Score -3244323 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3245311.250000 Penalty: 5046.347656
	Iteration 18Q: 3 clusters Score -3245311 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3246055.500000 Penalty: 5046.347656
	Iteration 19Q: 3 clusters Score -3246056 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3246569.250000 Penalty: 5046.347656
	Iteration 20F: 3 clusters Score -3246569 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3246847.500000 Penalty: 5046.347656
	Iteration 21Q: 3 clusters Score -3246848 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3247024.500000 Penalty: 5046.347656
	Iteration 22Q: 3 clusters Score -3247024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3247138.250000 Penalty: 5046.347656
	Iteration 23Q: 3 clusters Score -3247138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3247210.500000 Penalty: 5046.347656
	Iteration 24Q: 3 clusters Score -3247210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3247251.500000 Penalty: 5046.347656
	Iteration 25Q: 3 clusters Score -3247252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3247281.250000 Penalty: 5046.347656
	Iteration 26Q: 3 clusters Score -3247281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3247292.750000 Penalty: 5046.347656
	Iteration 27Q: 3 clusters Score -3247293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3247321.750000 Penalty: 5046.347656
	Iteration 28Q: 3 clusters Score -3247322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3247339.500000 Penalty: 5046.347656
	Iteration 29Q: 3 clusters Score -3247340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3247342.750000 Penalty: 5046.347656
	Iteration 30Q: 3 clusters Score -3247343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3247355.000000 Penalty: 5046.347656
	Iteration 31Q: 3 clusters Score -3247355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3247364.250000 Penalty: 5046.347656
	Iteration 32Q: 3 clusters Score -3247364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3247375.250000 Penalty: 5046.347656
	Iteration 33Q: 3 clusters Score -3247375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3247377.250000 Penalty: 5046.347656
	Iteration 34Q: 3 clusters Score -3247377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3247385.000000 Penalty: 5046.347656
	Iteration 35Q: 3 clusters Score -3247385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3247392.000000 Penalty: 5046.347656
	Iteration 36Q: 3 clusters Score -3247392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3247397.750000 Penalty: 5046.347656
	Iteration 37Q: 3 clusters Score -3247398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3247400.000000 Penalty: 5046.347656
	Iteration 38Q: 3 clusters Score -3247400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3247405.500000 Penalty: 5046.347656
	Iteration 39Q: 3 clusters Score -3247406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3247408.250000 Penalty: 5046.347656
	Iteration 40F: 3 clusters Score -3247408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3247406.750000 Penalty: 5046.347656
	Iteration 41Q: 3 clusters Score -3247407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3247407.750000 Penalty: 5046.347656
	Iteration 42Q: 3 clusters Score -3247408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3247413.000000 Penalty: 5046.347656
	Iteration 43Q: 3 clusters Score -3247413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3247414.500000 Penalty: 5046.347656
	Iteration 44Q: 3 clusters Score -3247414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3247415.000000 Penalty: 5046.347656
	Iteration 45Q: 3 clusters Score -3247415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3247415.000000 Penalty: 5046.347656
	Iteration 46F: 3 clusters Score -3247415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Entering Unmasked Estep 
Score: -9651830.000000 Penalty: 2804.314697
	Iteration 0F: 2 clusters Score -9651830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -9597160.000000 Penalty: 5608.629395
	Iteration 0F: 3 clusters Score -9597160 nChanged 38341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -9619111.000000 Penalty: 5608.629395
	Iteration 1F: 3 clusters Score -9619111 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -9620221.000000 Penalty: 5608.629395
	Iteration 2Q: 3 clusters Score -9620221 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -9621564.000000 Penalty: 5608.629395
	Iteration 3Q: 3 clusters Score -9621564 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -9623209.000000 Penalty: 5608.629395
	Iteration 4Q: 3 clusters Score -9623209 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -9625249.000000 Penalty: 5608.629395
	Iteration 5F: 3 clusters Score -9625249 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -9627664.000000 Penalty: 5608.629395
	Iteration 6F: 3 clusters Score -9627664 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -9630333.000000 Penalty: 5608.629395
	Iteration 7F: 3 clusters Score -9630333 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -9632827.000000 Penalty: 5608.629395
	Iteration 8F: 3 clusters Score -9632827 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -9635227.000000 Penalty: 5608.629395
	Iteration 9F: 3 clusters Score -9635227 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -9637473.000000 Penalty: 5608.629395
	Iteration 10Q: 3 clusters Score -9637473 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -9639764.000000 Penalty: 5608.629395
	Iteration 11Q: 3 clusters Score -9639764 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -9641982.000000 Penalty: 5608.629395
	Iteration 12Q: 3 clusters Score -9641982 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -9644060.000000 Penalty: 5608.629395
	Iteration 13Q: 3 clusters Score -9644060 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -9645898.000000 Penalty: 5608.629395
	Iteration 14Q: 3 clusters Score -9645898 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -9647201.000000 Penalty: 5608.629395
	Iteration 15Q: 3 clusters Score -9647201 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -9648049.000000 Penalty: 5608.629395
	Iteration 16Q: 3 clusters Score -9648049 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -9648659.000000 Penalty: 5608.629395
	Iteration 17Q: 3 clusters Score -9648659 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -9649004.000000 Penalty: 5608.629395
	Iteration 18Q: 3 clusters Score -9649004 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -9649205.000000 Penalty: 5608.629395
	Iteration 19Q: 3 clusters Score -9649205 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -9649302.000000 Penalty: 5608.629395
	Iteration 20F: 3 clusters Score -9649302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9649368.000000 Penalty: 5608.629395
	Iteration 21Q: 3 clusters Score -9649368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -9649416.000000 Penalty: 5608.629395
	Iteration 22Q: 3 clusters Score -9649416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -9649468.000000 Penalty: 5608.629395
	Iteration 23Q: 3 clusters Score -9649468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -9649506.000000 Penalty: 5608.629395
	Iteration 24Q: 3 clusters Score -9649506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -9649514.000000 Penalty: 5608.629395
	Iteration 25Q: 3 clusters Score -9649514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -9649519.000000 Penalty: 5608.629395
	Iteration 26Q: 3 clusters Score -9649519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -9649527.000000 Penalty: 5608.629395
	Iteration 27Q: 3 clusters Score -9649527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -9649543.000000 Penalty: 5608.629395
	Iteration 28Q: 3 clusters Score -9649543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -9649557.000000 Penalty: 5608.629395
	Iteration 29Q: 3 clusters Score -9649557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -9649579.000000 Penalty: 5608.629395
	Iteration 30Q: 3 clusters Score -9649579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -9649596.000000 Penalty: 5608.629395
	Iteration 31Q: 3 clusters Score -9649596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -9649607.000000 Penalty: 5608.629395
	Iteration 32Q: 3 clusters Score -9649607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -9649616.000000 Penalty: 5608.629395
	Iteration 33Q: 3 clusters Score -9649616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -9649626.000000 Penalty: 5608.629395
	Iteration 34Q: 3 clusters Score -9649626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -9649618.000000 Penalty: 5608.629395
	Iteration 35Q: 3 clusters Score -9649618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -9649626.000000 Penalty: 5608.629395
	Iteration 36Q: 3 clusters Score -9649626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -9649620.000000 Penalty: 5608.629395
	Iteration 37Q: 3 clusters Score -9649620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -9649629.000000 Penalty: 5608.629395
	Iteration 38Q: 3 clusters Score -9649629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -9649636.000000 Penalty: 5608.629395
	Iteration 39Q: 3 clusters Score -9649636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -9649649.000000 Penalty: 5608.629395
	Iteration 40F: 3 clusters Score -9649649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -9649660.000000 Penalty: 5608.629395
	Iteration 41Q: 3 clusters Score -9649660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -9649655.000000 Penalty: 5608.629395
	Iteration 42Q: 3 clusters Score -9649655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -9649659.000000 Penalty: 5608.629395
	Iteration 43Q: 3 clusters Score -9649659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -9649666.000000 Penalty: 5608.629395
	Iteration 44Q: 3 clusters Score -9649666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -9649665.000000 Penalty: 5608.629395
	Iteration 45Q: 3 clusters Score -9649665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -9649660.000000 Penalty: 5608.629395
	Iteration 46Q: 3 clusters Score -9649660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -9649662.000000 Penalty: 5608.629395
	Iteration 47Q: 3 clusters Score -9649662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -9649668.000000 Penalty: 5608.629395
	Iteration 48Q: 3 clusters Score -9649668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -9649665.000000 Penalty: 5608.629395
	Iteration 49Q: 3 clusters Score -9649665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -9649670.000000 Penalty: 5608.629395
	Iteration 50Q: 3 clusters Score -9649670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -9649670.000000 Penalty: 5608.629395
	Iteration 51F: 3 clusters Score -9649670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Entering Unmasked Estep 
Score: -2442551.250000 Penalty: 2467.703857
	Iteration 0F: 2 clusters Score -2442551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2427890.750000 Penalty: 4935.407715
	Iteration 0F: 3 clusters Score -2427891 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2433417.750000 Penalty: 4935.407715
	Iteration 1F: 3 clusters Score -2433418 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2434240.750000 Penalty: 4935.407715
	Iteration 2F: 3 clusters Score -2434241 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2435012.750000 Penalty: 4935.407715
	Iteration 3F: 3 clusters Score -2435013 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2435760.250000 Penalty: 4935.407715
	Iteration 4F: 3 clusters Score -2435760 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2436511.500000 Penalty: 4935.407715
	Iteration 5F: 3 clusters Score -2436512 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2437217.500000 Penalty: 4935.407715
	Iteration 6F: 3 clusters Score -2437218 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2437921.750000 Penalty: 4935.407715
	Iteration 7F: 3 clusters Score -2437922 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2438611.000000 Penalty: 4935.407715
	Iteration 8F: 3 clusters Score -2438611 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2439279.250000 Penalty: 4935.407715
	Iteration 9F: 3 clusters Score -2439279 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2439850.500000 Penalty: 4935.407715
	Iteration 10Q: 3 clusters Score -2439850 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2440311.750000 Penalty: 4935.407715
	Iteration 11Q: 3 clusters Score -2440312 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2440610.750000 Penalty: 4935.407715
	Iteration 12Q: 3 clusters Score -2440611 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2440787.500000 Penalty: 4935.407715
	Iteration 13Q: 3 clusters Score -2440788 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2440910.000000 Penalty: 4935.407715
	Iteration 14Q: 3 clusters Score -2440910 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2440987.500000 Penalty: 4935.407715
	Iteration 15Q: 3 clusters Score -2440988 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2441051.750000 Penalty: 4935.407715
	Iteration 16Q: 3 clusters Score -2441052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2441089.250000 Penalty: 4935.407715
	Iteration 17Q: 3 clusters Score -2441089 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2441125.000000 Penalty: 4935.407715
	Iteration 18Q: 3 clusters Score -2441125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2441156.250000 Penalty: 4935.407715
	Iteration 19Q: 3 clusters Score -2441156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2441191.750000 Penalty: 4935.407715
	Iteration 20F: 3 clusters Score -2441192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2441216.500000 Penalty: 4935.407715
	Iteration 21Q: 3 clusters Score -2441216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2441262.500000 Penalty: 4935.407715
	Iteration 22Q: 3 clusters Score -2441262 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2441279.500000 Penalty: 4935.407715
	Iteration 23Q: 3 clusters Score -2441280 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2441311.750000 Penalty: 4935.407715
	Iteration 24Q: 3 clusters Score -2441312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2441340.250000 Penalty: 4935.407715
	Iteration 25Q: 3 clusters Score -2441340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2441354.750000 Penalty: 4935.407715
	Iteration 26Q: 3 clusters Score -2441355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2441376.500000 Penalty: 4935.407715
	Iteration 27Q: 3 clusters Score -2441376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2441390.250000 Penalty: 4935.407715
	Iteration 28Q: 3 clusters Score -2441390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2441403.500000 Penalty: 4935.407715
	Iteration 29Q: 3 clusters Score -2441404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2441420.000000 Penalty: 4935.407715
	Iteration 30Q: 3 clusters Score -2441420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2441429.500000 Penalty: 4935.407715
	Iteration 31Q: 3 clusters Score -2441430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2441438.250000 Penalty: 4935.407715
	Iteration 32Q: 3 clusters Score -2441438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2441443.250000 Penalty: 4935.407715
	Iteration 33Q: 3 clusters Score -2441443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2441451.000000 Penalty: 4935.407715
	Iteration 34Q: 3 clusters Score -2441451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2441459.500000 Penalty: 4935.407715
	Iteration 35Q: 3 clusters Score -2441460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2441462.750000 Penalty: 4935.407715
	Iteration 36Q: 3 clusters Score -2441463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2441464.500000 Penalty: 4935.407715
	Iteration 37Q: 3 clusters Score -2441464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2441479.250000 Penalty: 4935.407715
	Iteration 38Q: 3 clusters Score -2441479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2441481.250000 Penalty: 4935.407715
	Iteration 39Q: 3 clusters Score -2441481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2441483.000000 Penalty: 4935.407715
	Iteration 40F: 3 clusters Score -2441483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2441486.500000 Penalty: 4935.407715
	Iteration 41Q: 3 clusters Score -2441486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2441496.000000 Penalty: 4935.407715
	Iteration 42Q: 3 clusters Score -2441496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2441499.500000 Penalty: 4935.407715
	Iteration 43Q: 3 clusters Score -2441500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2441509.000000 Penalty: 4935.407715
	Iteration 44Q: 3 clusters Score -2441509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2441510.000000 Penalty: 4935.407715
	Iteration 45Q: 3 clusters Score -2441510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2441510.500000 Penalty: 4935.407715
	Iteration 46Q: 3 clusters Score -2441510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2441516.750000 Penalty: 4935.407715
	Iteration 47Q: 3 clusters Score -2441517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2441517.500000 Penalty: 4935.407715
	Iteration 48Q: 3 clusters Score -2441518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2441519.000000 Penalty: 4935.407715
	Iteration 49Q: 3 clusters Score -2441519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2441514.250000 Penalty: 4935.407715
	Iteration 50Q: 3 clusters Score -2441514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2441516.750000 Penalty: 4935.407715
	Iteration 51Q: 3 clusters Score -2441517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2441515.250000 Penalty: 4935.407715
	Iteration 52Q: 3 clusters Score -2441515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2441520.000000 Penalty: 4935.407715
	Iteration 53Q: 3 clusters Score -2441520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2441524.000000 Penalty: 4935.407715
	Iteration 54Q: 3 clusters Score -2441524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2441527.500000 Penalty: 4935.407715
	Iteration 55Q: 3 clusters Score -2441528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2441521.000000 Penalty: 4935.407715
	Iteration 56Q: 3 clusters Score -2441521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2441524.500000 Penalty: 4935.407715
	Iteration 57Q: 3 clusters Score -2441524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2441525.500000 Penalty: 4935.407715
	Iteration 58Q: 3 clusters Score -2441526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2441524.000000 Penalty: 4935.407715
	Iteration 59Q: 3 clusters Score -2441524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2441522.250000 Penalty: 4935.407715
	Iteration 60F: 3 clusters Score -2441522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2441527.500000 Penalty: 4935.407715
	Iteration 61Q: 3 clusters Score -2441528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2441528.000000 Penalty: 4935.407715
	Iteration 62Q: 3 clusters Score -2441528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2441530.250000 Penalty: 4935.407715
	Iteration 63Q: 3 clusters Score -2441530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2441529.000000 Penalty: 4935.407715
	Iteration 64Q: 3 clusters Score -2441529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2441528.750000 Penalty: 4935.407715
	Iteration 65Q: 3 clusters Score -2441529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2441530.000000 Penalty: 4935.407715
	Iteration 66Q: 3 clusters Score -2441530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2441534.750000 Penalty: 4935.407715
	Iteration 67Q: 3 clusters Score -2441535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2441532.500000 Penalty: 4935.407715
	Iteration 68Q: 3 clusters Score -2441532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2441534.250000 Penalty: 4935.407715
	Iteration 69Q: 3 clusters Score -2441534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2441534.250000 Penalty: 4935.407715
	Iteration 70F: 3 clusters Score -2441534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Entering Unmasked Estep 
Score: -473934.812500 Penalty: 2075.378418
	Iteration 0F: 2 clusters Score -473934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -470000.593750 Penalty: 4150.756836
	Iteration 0F: 3 clusters Score -470000.6 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -471521.750000 Penalty: 4150.756836
	Iteration 1F: 3 clusters Score -471521.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -472623.562500 Penalty: 4150.756836
	Iteration 2F: 3 clusters Score -472623.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -473544.718750 Penalty: 4150.756836
	Iteration 3F: 3 clusters Score -473544.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -473930.156250 Penalty: 4150.756836
	Iteration 4F: 3 clusters Score -473930.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -474081.437500 Penalty: 4150.756836
	Iteration 5Q: 3 clusters Score -474081.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -474237.656250 Penalty: 4150.756836
	Iteration 6Q: 3 clusters Score -474237.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -474310.750000 Penalty: 4150.756836
	Iteration 7Q: 3 clusters Score -474310.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -474329.468750 Penalty: 4150.756836
	Iteration 8Q: 3 clusters Score -474329.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -474339.968750 Penalty: 4150.756836
	Iteration 9Q: 3 clusters Score -474340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -474345.343750 Penalty: 4150.756836
	Iteration 10Q: 3 clusters Score -474345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -474348.312500 Penalty: 4150.756836
	Iteration 11Q: 3 clusters Score -474348.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -474348.343750 Penalty: 4150.756836
	Iteration 12Q: 3 clusters Score -474348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -474349.218750 Penalty: 4150.756836
	Iteration 13Q: 3 clusters Score -474349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -474349.062500 Penalty: 4150.756836
	Iteration 14Q: 3 clusters Score -474349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -474351.375000 Penalty: 4150.756836
	Iteration 15Q: 3 clusters Score -474351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -474351.687500 Penalty: 4150.756836
	Iteration 16Q: 3 clusters Score -474351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -474351.937500 Penalty: 4150.756836
	Iteration 17Q: 3 clusters Score -474351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -474351.937500 Penalty: 4150.756836
	Iteration 18F: 3 clusters Score -474351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168770 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39321 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166742 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258950 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27603 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 46533 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73026 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15262 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15103 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12540 members 
Mstep: Class 36 contains 1067 members 
Entering Unmasked Estep 
Score: -205568240.000000 Penalty: 128518.421875
Splitting cluster 19 changes total score from -205569040.000000 to -205568240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -167691.515625 Penalty: 1824.990112
	Iteration 0F: 2 clusters Score -167691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165408.843750 Penalty: 3649.980225
	Iteration 0F: 3 clusters Score -165408.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165969.671875 Penalty: 3649.980225
	Iteration 1F: 3 clusters Score -165969.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -166392.156250 Penalty: 3649.980225
	Iteration 2F: 3 clusters Score -166392.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166755.703125 Penalty: 3649.980225
	Iteration 3F: 3 clusters Score -166755.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167095.109375 Penalty: 3649.980225
	Iteration 4F: 3 clusters Score -167095.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167545.171875 Penalty: 3649.980225
	Iteration 5F: 3 clusters Score -167545.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -167839.328125 Penalty: 3649.980225
	Iteration 6F: 3 clusters Score -167839.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -168054.656250 Penalty: 3649.980225
	Iteration 7Q: 3 clusters Score -168054.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -168214.296875 Penalty: 3649.980225
	Iteration 8Q: 3 clusters Score -168214.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -168274.234375 Penalty: 3649.980225
	Iteration 9Q: 3 clusters Score -168274.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -168297.859375 Penalty: 3649.980225
	Iteration 10Q: 3 clusters Score -168297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -168318.968750 Penalty: 3649.980225
	Iteration 11Q: 3 clusters Score -168319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -168335.437500 Penalty: 3649.980225
	Iteration 12Q: 3 clusters Score -168335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -168349.890625 Penalty: 3649.980225
	Iteration 13Q: 3 clusters Score -168349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168354.859375 Penalty: 3649.980225
	Iteration 14Q: 3 clusters Score -168354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -168357.015625 Penalty: 3649.980225
	Iteration 15Q: 3 clusters Score -168357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -168357.015625 Penalty: 3649.980225
	Iteration 16F: 3 clusters Score -168357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168770 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39321 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166742 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258950 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 857 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27603 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 46533 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73026 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15262 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15103 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12540 members 
Mstep: Class 36 contains 713 members 
Entering Unmasked Estep 
Score: -205568256.000000 Penalty: 128518.421875
Splitting cluster 20 changes total score from -205569040.000000 to -205568256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (22505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Entering Unmasked Estep 
Score: -2684622.750000 Penalty: 2485.330322
	Iteration 0F: 2 clusters Score -2684623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2668996.500000 Penalty: 4970.660645
	Iteration 0F: 3 clusters Score -2668996 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2674282.250000 Penalty: 4970.660645
	Iteration 1F: 3 clusters Score -2674282 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2674694.000000 Penalty: 4970.660645
	Iteration 2F: 3 clusters Score -2674694 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2675071.500000 Penalty: 4970.660645
	Iteration 3Q: 3 clusters Score -2675072 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2675466.750000 Penalty: 4970.660645
	Iteration 4Q: 3 clusters Score -2675467 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2675974.750000 Penalty: 4970.660645
	Iteration 5Q: 3 clusters Score -2675975 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2676593.500000 Penalty: 4970.660645
	Iteration 6F: 3 clusters Score -2676594 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2677370.250000 Penalty: 4970.660645
	Iteration 7F: 3 clusters Score -2677370 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2678241.500000 Penalty: 4970.660645
	Iteration 8F: 3 clusters Score -2678242 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2679214.500000 Penalty: 4970.660645
	Iteration 9F: 3 clusters Score -2679214 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2680073.750000 Penalty: 4970.660645
	Iteration 10F: 3 clusters Score -2680074 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2680736.250000 Penalty: 4970.660645
	Iteration 11Q: 3 clusters Score -2680736 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2681227.000000 Penalty: 4970.660645
	Iteration 12Q: 3 clusters Score -2681227 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2681648.500000 Penalty: 4970.660645
	Iteration 13Q: 3 clusters Score -2681648 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2681960.250000 Penalty: 4970.660645
	Iteration 14Q: 3 clusters Score -2681960 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2682151.250000 Penalty: 4970.660645
	Iteration 15Q: 3 clusters Score -2682151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2682286.000000 Penalty: 4970.660645
	Iteration 16Q: 3 clusters Score -2682286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2682350.000000 Penalty: 4970.660645
	Iteration 17Q: 3 clusters Score -2682350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2682402.500000 Penalty: 4970.660645
	Iteration 18Q: 3 clusters Score -2682402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2682439.500000 Penalty: 4970.660645
	Iteration 19Q: 3 clusters Score -2682440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2682479.500000 Penalty: 4970.660645
	Iteration 20F: 3 clusters Score -2682480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2682511.250000 Penalty: 4970.660645
	Iteration 21Q: 3 clusters Score -2682511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2682531.250000 Penalty: 4970.660645
	Iteration 22Q: 3 clusters Score -2682531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2682543.000000 Penalty: 4970.660645
	Iteration 23Q: 3 clusters Score -2682543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2682556.750000 Penalty: 4970.660645
	Iteration 24Q: 3 clusters Score -2682557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2682568.250000 Penalty: 4970.660645
	Iteration 25Q: 3 clusters Score -2682568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2682580.000000 Penalty: 4970.660645
	Iteration 26Q: 3 clusters Score -2682580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2682581.000000 Penalty: 4970.660645
	Iteration 27Q: 3 clusters Score -2682581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2682578.500000 Penalty: 4970.660645
	Iteration 28Q: 3 clusters Score -2682578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2682583.250000 Penalty: 4970.660645
	Iteration 29Q: 3 clusters Score -2682583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2682583.750000 Penalty: 4970.660645
	Iteration 30Q: 3 clusters Score -2682584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2682589.750000 Penalty: 4970.660645
	Iteration 31Q: 3 clusters Score -2682590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2682589.250000 Penalty: 4970.660645
	Iteration 32Q: 3 clusters Score -2682589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2682591.250000 Penalty: 4970.660645
	Iteration 33Q: 3 clusters Score -2682591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2682596.750000 Penalty: 4970.660645
	Iteration 34Q: 3 clusters Score -2682597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2682603.250000 Penalty: 4970.660645
	Iteration 35Q: 3 clusters Score -2682603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2682610.500000 Penalty: 4970.660645
	Iteration 36Q: 3 clusters Score -2682610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2682611.250000 Penalty: 4970.660645
	Iteration 37Q: 3 clusters Score -2682611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2682616.750000 Penalty: 4970.660645
	Iteration 38Q: 3 clusters Score -2682617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2682618.250000 Penalty: 4970.660645
	Iteration 39Q: 3 clusters Score -2682618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2682620.500000 Penalty: 4970.660645
	Iteration 40F: 3 clusters Score -2682620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2682624.750000 Penalty: 4970.660645
	Iteration 41Q: 3 clusters Score -2682625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2682622.500000 Penalty: 4970.660645
	Iteration 42Q: 3 clusters Score -2682622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2682627.250000 Penalty: 4970.660645
	Iteration 43Q: 3 clusters Score -2682627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2682627.000000 Penalty: 4970.660645
	Iteration 44Q: 3 clusters Score -2682627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2682626.250000 Penalty: 4970.660645
	Iteration 45Q: 3 clusters Score -2682626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2682626.750000 Penalty: 4970.660645
	Iteration 46Q: 3 clusters Score -2682627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2682626.750000 Penalty: 4970.660645
	Iteration 47F: 3 clusters Score -2682627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Entering Unmasked Estep 
Score: -20673246.000000 Penalty: 2990.529541
	Iteration 0F: 2 clusters Score -2.067325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -20559274.000000 Penalty: 5981.059082
	Iteration 0F: 3 clusters Score -2.055927e+07 nChanged 82929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -20607160.000000 Penalty: 5981.059082
	Iteration 1F: 3 clusters Score -2.060716e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -20607966.000000 Penalty: 5981.059082
	Iteration 2Q: 3 clusters Score -2.060797e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -20608850.000000 Penalty: 5981.059082
	Iteration 3Q: 3 clusters Score -2.060885e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -20610238.000000 Penalty: 5981.059082
	Iteration 4Q: 3 clusters Score -2.061024e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
Score: -20612078.000000 Penalty: 5981.059082
	Iteration 5Q: 3 clusters Score -2.061208e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -20614824.000000 Penalty: 5981.059082
	Iteration 6Q: 3 clusters Score -2.061482e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -20618776.000000 Penalty: 5981.059082
	Iteration 7F: 3 clusters Score -2.061878e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -20624566.000000 Penalty: 5981.059082
	Iteration 8F: 3 clusters Score -2.062457e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 121520 members 
Entering Unmasked Estep 
Score: -20632344.000000 Penalty: 5981.059082
	Iteration 9F: 3 clusters Score -2.063234e+07 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -20640972.000000 Penalty: 5981.059082
	Iteration 10F: 3 clusters Score -2.064097e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -20650644.000000 Penalty: 5981.059082
	Iteration 11F: 3 clusters Score -2.065064e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -20658890.000000 Penalty: 5981.059082
	Iteration 12F: 3 clusters Score -2.065889e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -20664930.000000 Penalty: 5981.059082
	Iteration 13Q: 3 clusters Score -2.066493e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 167339 members 
Entering Unmasked Estep 
Score: -20668350.000000 Penalty: 5981.059082
	Iteration 14Q: 3 clusters Score -2.066835e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -20669870.000000 Penalty: 5981.059082
	Iteration 15Q: 3 clusters Score -2.066987e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -20670452.000000 Penalty: 5981.059082
	Iteration 16Q: 3 clusters Score -2.067045e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 171155 members 
Entering Unmasked Estep 
Score: -20670742.000000 Penalty: 5981.059082
	Iteration 17Q: 3 clusters Score -2.067074e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -20670952.000000 Penalty: 5981.059082
	Iteration 18Q: 3 clusters Score -2.067095e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -20671056.000000 Penalty: 5981.059082
	Iteration 19Q: 3 clusters Score -2.067106e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -20671098.000000 Penalty: 5981.059082
	Iteration 20F: 3 clusters Score -2.06711e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -20671110.000000 Penalty: 5981.059082
	Iteration 21Q: 3 clusters Score -2.067111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -20671142.000000 Penalty: 5981.059082
	Iteration 22Q: 3 clusters Score -2.067114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -20671178.000000 Penalty: 5981.059082
	Iteration 23Q: 3 clusters Score -2.067118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -20671190.000000 Penalty: 5981.059082
	Iteration 24Q: 3 clusters Score -2.067119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 171609 members 
Entering Unmasked Estep 
Score: -20671188.000000 Penalty: 5981.059082
	Iteration 25Q: 3 clusters Score -2.067119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -20671190.000000 Penalty: 5981.059082
	Iteration 26Q: 3 clusters Score -2.067119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 171614 members 
Entering Unmasked Estep 
Score: -20671214.000000 Penalty: 5981.059082
	Iteration 27Q: 3 clusters Score -2.067121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -20671238.000000 Penalty: 5981.059082
	Iteration 28Q: 3 clusters Score -2.067124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -20671266.000000 Penalty: 5981.059082
	Iteration 29Q: 3 clusters Score -2.067127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -20671288.000000 Penalty: 5981.059082
	Iteration 30Q: 3 clusters Score -2.067129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -20671290.000000 Penalty: 5981.059082
	Iteration 31Q: 3 clusters Score -2.067129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 171639 members 
Entering Unmasked Estep 
Score: -20671302.000000 Penalty: 5981.059082
	Iteration 32Q: 3 clusters Score -2.06713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 171642 members 
Entering Unmasked Estep 
Score: -20671316.000000 Penalty: 5981.059082
	Iteration 33Q: 3 clusters Score -2.067132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -20671322.000000 Penalty: 5981.059082
	Iteration 34Q: 3 clusters Score -2.067132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -20671344.000000 Penalty: 5981.059082
	Iteration 35Q: 3 clusters Score -2.067134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -20671356.000000 Penalty: 5981.059082
	Iteration 36Q: 3 clusters Score -2.067136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -20671336.000000 Penalty: 5981.059082
	Iteration 37Q: 3 clusters Score -2.067134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -20671328.000000 Penalty: 5981.059082
	Iteration 38Q: 3 clusters Score -2.067133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -20671328.000000 Penalty: 5981.059082
	Iteration 39Q: 3 clusters Score -2.067133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -20671334.000000 Penalty: 5981.059082
	Iteration 40F: 3 clusters Score -2.067133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -20671354.000000 Penalty: 5981.059082
	Iteration 41Q: 3 clusters Score -2.067135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 171640 members 
Entering Unmasked Estep 
Score: -20671370.000000 Penalty: 5981.059082
	Iteration 42Q: 3 clusters Score -2.067137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 171637 members 
Entering Unmasked Estep 
Score: -20671372.000000 Penalty: 5981.059082
	Iteration 43Q: 3 clusters Score -2.067137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 171636 members 
Entering Unmasked Estep 
Score: -20671368.000000 Penalty: 5981.059082
	Iteration 44Q: 3 clusters Score -2.067137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 171639 members 
Entering Unmasked Estep 
Score: -20671374.000000 Penalty: 5981.059082
	Iteration 45Q: 3 clusters Score -2.067137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -20671372.000000 Penalty: 5981.059082
	Iteration 46Q: 3 clusters Score -2.067137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -20671376.000000 Penalty: 5981.059082
	Iteration 47Q: 3 clusters Score -2.067138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -20671384.000000 Penalty: 5981.059082
	Iteration 48Q: 3 clusters Score -2.067138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 171642 members 
Entering Unmasked Estep 
Score: -20671370.000000 Penalty: 5981.059082
	Iteration 49Q: 3 clusters Score -2.067137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -20671368.000000 Penalty: 5981.059082
	Iteration 50Q: 3 clusters Score -2.067137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -20671368.000000 Penalty: 5981.059082
	Iteration 51Q: 3 clusters Score -2.067137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -20671378.000000 Penalty: 5981.059082
	Iteration 52Q: 3 clusters Score -2.067138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -20671406.000000 Penalty: 5981.059082
	Iteration 53Q: 3 clusters Score -2.067141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 171646 members 
Entering Unmasked Estep 
Score: -20671402.000000 Penalty: 5981.059082
	Iteration 54Q: 3 clusters Score -2.06714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -20671388.000000 Penalty: 5981.059082
	Iteration 55Q: 3 clusters Score -2.067139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -20671398.000000 Penalty: 5981.059082
	Iteration 56Q: 3 clusters Score -2.06714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 171646 members 
Entering Unmasked Estep 
Score: -20671404.000000 Penalty: 5981.059082
	Iteration 57Q: 3 clusters Score -2.06714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -20671400.000000 Penalty: 5981.059082
	Iteration 58Q: 3 clusters Score -2.06714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 171646 members 
Entering Unmasked Estep 
Score: -20671396.000000 Penalty: 5981.059082
	Iteration 59Q: 3 clusters Score -2.06714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -20671402.000000 Penalty: 5981.059082
	Iteration 60F: 3 clusters Score -2.06714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -20671400.000000 Penalty: 5981.059082
	Iteration 61Q: 3 clusters Score -2.06714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 171650 members 
Entering Unmasked Estep 
Score: -20671410.000000 Penalty: 5981.059082
	Iteration 62Q: 3 clusters Score -2.067141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -20671396.000000 Penalty: 5981.059082
	Iteration 63Q: 3 clusters Score -2.06714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 171650 members 
Entering Unmasked Estep 
Score: -20671392.000000 Penalty: 5981.059082
	Iteration 64Q: 3 clusters Score -2.067139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -20671396.000000 Penalty: 5981.059082
	Iteration 65Q: 3 clusters Score -2.06714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -20671400.000000 Penalty: 5981.059082
	Iteration 66Q: 3 clusters Score -2.06714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -20671400.000000 Penalty: 5981.059082
	Iteration 67F: 3 clusters Score -2.06714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Entering Unmasked Estep 
Score: -3132389.250000 Penalty: 2535.968506
	Iteration 0F: 2 clusters Score -3132389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3113588.250000 Penalty: 5071.937012
	Iteration 0F: 3 clusters Score -3113588 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3120373.250000 Penalty: 5071.937012
	Iteration 1F: 3 clusters Score -3120373 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3121084.000000 Penalty: 5071.937012
	Iteration 2F: 3 clusters Score -3121084 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3121789.750000 Penalty: 5071.937012
	Iteration 3F: 3 clusters Score -3121790 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3122514.250000 Penalty: 5071.937012
	Iteration 4F: 3 clusters Score -3122514 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3123221.000000 Penalty: 5071.937012
	Iteration 5F: 3 clusters Score -3123221 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3123888.500000 Penalty: 5071.937012
	Iteration 6F: 3 clusters Score -3123888 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3124550.500000 Penalty: 5071.937012
	Iteration 7Q: 3 clusters Score -3124550 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3125154.750000 Penalty: 5071.937012
	Iteration 8Q: 3 clusters Score -3125155 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3125732.250000 Penalty: 5071.937012
	Iteration 9Q: 3 clusters Score -3125732 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3126275.500000 Penalty: 5071.937012
	Iteration 10Q: 3 clusters Score -3126276 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3126768.000000 Penalty: 5071.937012
	Iteration 11Q: 3 clusters Score -3126768 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3127205.750000 Penalty: 5071.937012
	Iteration 12Q: 3 clusters Score -3127206 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3127595.250000 Penalty: 5071.937012
	Iteration 13Q: 3 clusters Score -3127595 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3127924.750000 Penalty: 5071.937012
	Iteration 14Q: 3 clusters Score -3127925 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3128252.000000 Penalty: 5071.937012
	Iteration 15Q: 3 clusters Score -3128252 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3128502.250000 Penalty: 5071.937012
	Iteration 16Q: 3 clusters Score -3128502 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3128723.500000 Penalty: 5071.937012
	Iteration 17Q: 3 clusters Score -3128724 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3128958.250000 Penalty: 5071.937012
	Iteration 18Q: 3 clusters Score -3128958 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3129114.750000 Penalty: 5071.937012
	Iteration 19Q: 3 clusters Score -3129115 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3129267.750000 Penalty: 5071.937012
	Iteration 20F: 3 clusters Score -3129268 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3129428.250000 Penalty: 5071.937012
	Iteration 21Q: 3 clusters Score -3129428 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3129563.000000 Penalty: 5071.937012
	Iteration 22Q: 3 clusters Score -3129563 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3129715.250000 Penalty: 5071.937012
	Iteration 23Q: 3 clusters Score -3129715 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3129885.000000 Penalty: 5071.937012
	Iteration 24Q: 3 clusters Score -3129885 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3129996.250000 Penalty: 5071.937012
	Iteration 25Q: 3 clusters Score -3129996 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3130112.500000 Penalty: 5071.937012
	Iteration 26Q: 3 clusters Score -3130112 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3130212.000000 Penalty: 5071.937012
	Iteration 27Q: 3 clusters Score -3130212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3130343.250000 Penalty: 5071.937012
	Iteration 28Q: 3 clusters Score -3130343 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3130443.250000 Penalty: 5071.937012
	Iteration 29Q: 3 clusters Score -3130443 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3130566.750000 Penalty: 5071.937012
	Iteration 30Q: 3 clusters Score -3130567 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3130651.000000 Penalty: 5071.937012
	Iteration 31Q: 3 clusters Score -3130651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3130760.500000 Penalty: 5071.937012
	Iteration 32Q: 3 clusters Score -3130760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3130865.500000 Penalty: 5071.937012
	Iteration 33Q: 3 clusters Score -3130866 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3130983.750000 Penalty: 5071.937012
	Iteration 34Q: 3 clusters Score -3130984 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3131088.750000 Penalty: 5071.937012
	Iteration 35Q: 3 clusters Score -3131089 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3131161.250000 Penalty: 5071.937012
	Iteration 36Q: 3 clusters Score -3131161 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3131239.750000 Penalty: 5071.937012
	Iteration 37Q: 3 clusters Score -3131240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3131317.250000 Penalty: 5071.937012
	Iteration 38Q: 3 clusters Score -3131317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3131405.250000 Penalty: 5071.937012
	Iteration 39Q: 3 clusters Score -3131405 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3131527.000000 Penalty: 5071.937012
	Iteration 40F: 3 clusters Score -3131527 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3131621.250000 Penalty: 5071.937012
	Iteration 41Q: 3 clusters Score -3131621 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3131739.750000 Penalty: 5071.937012
	Iteration 42Q: 3 clusters Score -3131740 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3131889.000000 Penalty: 5071.937012
	Iteration 43Q: 3 clusters Score -3131889 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3132126.500000 Penalty: 5071.937012
	Iteration 44Q: 3 clusters Score -3132126 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3132469.750000 Penalty: 5071.937012
	Iteration 45Q: 3 clusters Score -3132470 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3132751.000000 Penalty: 5071.937012
	Iteration 46Q: 3 clusters Score -3132751 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3132912.250000 Penalty: 5071.937012
	Iteration 47Q: 3 clusters Score -3132912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3132995.250000 Penalty: 5071.937012
	Iteration 48Q: 3 clusters Score -3132995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3133026.000000 Penalty: 5071.937012
	Iteration 49Q: 3 clusters Score -3133026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3133051.250000 Penalty: 5071.937012
	Iteration 50Q: 3 clusters Score -3133051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3133066.250000 Penalty: 5071.937012
	Iteration 51Q: 3 clusters Score -3133066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3133073.500000 Penalty: 5071.937012
	Iteration 52Q: 3 clusters Score -3133074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3133073.000000 Penalty: 5071.937012
	Iteration 53Q: 3 clusters Score -3133073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3133088.750000 Penalty: 5071.937012
	Iteration 54Q: 3 clusters Score -3133089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3133103.000000 Penalty: 5071.937012
	Iteration 55Q: 3 clusters Score -3133103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3133103.250000 Penalty: 5071.937012
	Iteration 56Q: 3 clusters Score -3133103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3133109.000000 Penalty: 5071.937012
	Iteration 57Q: 3 clusters Score -3133109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3133106.000000 Penalty: 5071.937012
	Iteration 58Q: 3 clusters Score -3133106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3133116.250000 Penalty: 5071.937012
	Iteration 59Q: 3 clusters Score -3133116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3133324.250000 Penalty: 5071.937012
	Iteration 60F: 3 clusters Score -3133324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3133426.250000 Penalty: 5071.937012
	Iteration 61Q: 3 clusters Score -3133426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3133475.500000 Penalty: 5071.937012
	Iteration 62Q: 3 clusters Score -3133476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3133496.000000 Penalty: 5071.937012
	Iteration 63Q: 3 clusters Score -3133496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3133512.250000 Penalty: 5071.937012
	Iteration 64Q: 3 clusters Score -3133512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3133534.250000 Penalty: 5071.937012
	Iteration 65Q: 3 clusters Score -3133534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3133534.250000 Penalty: 5071.937012
	Iteration 66Q: 3 clusters Score -3133534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3133549.000000 Penalty: 5071.937012
	Iteration 67Q: 3 clusters Score -3133549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3133551.750000 Penalty: 5071.937012
	Iteration 68Q: 3 clusters Score -3133552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3133546.000000 Penalty: 5071.937012
	Iteration 69Q: 3 clusters Score -3133546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3133551.250000 Penalty: 5071.937012
	Iteration 70Q: 3 clusters Score -3133551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3133560.500000 Penalty: 5071.937012
	Iteration 71Q: 3 clusters Score -3133560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3133561.750000 Penalty: 5071.937012
	Iteration 72Q: 3 clusters Score -3133562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3133563.000000 Penalty: 5071.937012
	Iteration 73Q: 3 clusters Score -3133563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3133562.750000 Penalty: 5071.937012
	Iteration 74Q: 3 clusters Score -3133563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3133569.000000 Penalty: 5071.937012
	Iteration 75Q: 3 clusters Score -3133569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3133567.500000 Penalty: 5071.937012
	Iteration 76Q: 3 clusters Score -3133568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3133567.500000 Penalty: 5071.937012
	Iteration 77F: 3 clusters Score -3133568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168770 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39321 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166742 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258950 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 46533 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73026 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15262 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15103 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12540 members 
Mstep: Class 36 contains 23906 members 
Entering Unmasked Estep 
Score: -205568560.000000 Penalty: 128518.421875
Splitting cluster 23 changes total score from -205569040.000000 to -205568560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Entering Unmasked Estep 
Score: -1130476.875000 Penalty: 2292.360352
	Iteration 0F: 2 clusters Score -1130477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1122570.250000 Penalty: 4584.720703
	Iteration 0F: 3 clusters Score -1122570 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1124976.875000 Penalty: 4584.720703
	Iteration 1F: 3 clusters Score -1124977 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1125379.750000 Penalty: 4584.720703
	Iteration 2F: 3 clusters Score -1125380 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1125645.375000 Penalty: 4584.720703
	Iteration 3F: 3 clusters Score -1125645 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1125848.500000 Penalty: 4584.720703
	Iteration 4Q: 3 clusters Score -1125848 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1126038.000000 Penalty: 4584.720703
	Iteration 5Q: 3 clusters Score -1126038 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1126293.000000 Penalty: 4584.720703
	Iteration 6Q: 3 clusters Score -1126293 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1126560.375000 Penalty: 4584.720703
	Iteration 7Q: 3 clusters Score -1126560 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1126799.250000 Penalty: 4584.720703
	Iteration 8Q: 3 clusters Score -1126799 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1127004.875000 Penalty: 4584.720703
	Iteration 9Q: 3 clusters Score -1127005 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1127222.500000 Penalty: 4584.720703
	Iteration 10Q: 3 clusters Score -1127222 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1127399.500000 Penalty: 4584.720703
	Iteration 11Q: 3 clusters Score -1127400 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1127561.250000 Penalty: 4584.720703
	Iteration 12Q: 3 clusters Score -1127561 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1127700.000000 Penalty: 4584.720703
	Iteration 13Q: 3 clusters Score -1127700 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1127797.500000 Penalty: 4584.720703
	Iteration 14Q: 3 clusters Score -1127798 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1127873.125000 Penalty: 4584.720703
	Iteration 15Q: 3 clusters Score -1127873 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1127929.500000 Penalty: 4584.720703
	Iteration 16Q: 3 clusters Score -1127930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1127964.125000 Penalty: 4584.720703
	Iteration 17Q: 3 clusters Score -1127964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1127987.125000 Penalty: 4584.720703
	Iteration 18Q: 3 clusters Score -1127987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1128005.875000 Penalty: 4584.720703
	Iteration 19Q: 3 clusters Score -1128006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1128024.375000 Penalty: 4584.720703
	Iteration 20F: 3 clusters Score -1128024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1128042.500000 Penalty: 4584.720703
	Iteration 21Q: 3 clusters Score -1128042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1128058.375000 Penalty: 4584.720703
	Iteration 22Q: 3 clusters Score -1128058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1128079.375000 Penalty: 4584.720703
	Iteration 23Q: 3 clusters Score -1128079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1128093.500000 Penalty: 4584.720703
	Iteration 24Q: 3 clusters Score -1128094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1128106.375000 Penalty: 4584.720703
	Iteration 25Q: 3 clusters Score -1128106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1128117.500000 Penalty: 4584.720703
	Iteration 26Q: 3 clusters Score -1128118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1128133.625000 Penalty: 4584.720703
	Iteration 27Q: 3 clusters Score -1128134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1128140.375000 Penalty: 4584.720703
	Iteration 28Q: 3 clusters Score -1128140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1128145.250000 Penalty: 4584.720703
	Iteration 29Q: 3 clusters Score -1128145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1128156.125000 Penalty: 4584.720703
	Iteration 30Q: 3 clusters Score -1128156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1128170.875000 Penalty: 4584.720703
	Iteration 31Q: 3 clusters Score -1128171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1128183.125000 Penalty: 4584.720703
	Iteration 32Q: 3 clusters Score -1128183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1128194.125000 Penalty: 4584.720703
	Iteration 33Q: 3 clusters Score -1128194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1128205.875000 Penalty: 4584.720703
	Iteration 34Q: 3 clusters Score -1128206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1128224.125000 Penalty: 4584.720703
	Iteration 35Q: 3 clusters Score -1128224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1128238.500000 Penalty: 4584.720703
	Iteration 36Q: 3 clusters Score -1128238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1128252.375000 Penalty: 4584.720703
	Iteration 37Q: 3 clusters Score -1128252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1128262.750000 Penalty: 4584.720703
	Iteration 38Q: 3 clusters Score -1128263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1128278.750000 Penalty: 4584.720703
	Iteration 39Q: 3 clusters Score -1128279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1128310.000000 Penalty: 4584.720703
	Iteration 40F: 3 clusters Score -1128310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1128335.000000 Penalty: 4584.720703
	Iteration 41Q: 3 clusters Score -1128335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1128367.125000 Penalty: 4584.720703
	Iteration 42Q: 3 clusters Score -1128367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1128396.500000 Penalty: 4584.720703
	Iteration 43Q: 3 clusters Score -1128396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1128431.125000 Penalty: 4584.720703
	Iteration 44Q: 3 clusters Score -1128431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1128451.750000 Penalty: 4584.720703
	Iteration 45Q: 3 clusters Score -1128452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1128473.625000 Penalty: 4584.720703
	Iteration 46Q: 3 clusters Score -1128474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1128485.125000 Penalty: 4584.720703
	Iteration 47Q: 3 clusters Score -1128485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1128496.875000 Penalty: 4584.720703
	Iteration 48Q: 3 clusters Score -1128497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1128506.500000 Penalty: 4584.720703
	Iteration 49Q: 3 clusters Score -1128506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1128522.375000 Penalty: 4584.720703
	Iteration 50Q: 3 clusters Score -1128522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1128532.250000 Penalty: 4584.720703
	Iteration 51Q: 3 clusters Score -1128532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1128535.875000 Penalty: 4584.720703
	Iteration 52Q: 3 clusters Score -1128536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1128539.500000 Penalty: 4584.720703
	Iteration 53Q: 3 clusters Score -1128540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1128549.000000 Penalty: 4584.720703
	Iteration 54Q: 3 clusters Score -1128549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1128555.250000 Penalty: 4584.720703
	Iteration 55Q: 3 clusters Score -1128555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1128570.625000 Penalty: 4584.720703
	Iteration 56Q: 3 clusters Score -1128571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1128578.875000 Penalty: 4584.720703
	Iteration 57Q: 3 clusters Score -1128579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1128593.375000 Penalty: 4584.720703
	Iteration 58Q: 3 clusters Score -1128593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1128606.375000 Penalty: 4584.720703
	Iteration 59Q: 3 clusters Score -1128606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1128615.875000 Penalty: 4584.720703
	Iteration 60F: 3 clusters Score -1128616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1128621.500000 Penalty: 4584.720703
	Iteration 61Q: 3 clusters Score -1128622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1128631.000000 Penalty: 4584.720703
	Iteration 62Q: 3 clusters Score -1128631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1128640.500000 Penalty: 4584.720703
	Iteration 63Q: 3 clusters Score -1128640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1128653.250000 Penalty: 4584.720703
	Iteration 64Q: 3 clusters Score -1128653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1128664.750000 Penalty: 4584.720703
	Iteration 65Q: 3 clusters Score -1128665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1128678.125000 Penalty: 4584.720703
	Iteration 66Q: 3 clusters Score -1128678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1128687.250000 Penalty: 4584.720703
	Iteration 67Q: 3 clusters Score -1128687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1128701.125000 Penalty: 4584.720703
	Iteration 68Q: 3 clusters Score -1128701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1128710.750000 Penalty: 4584.720703
	Iteration 69Q: 3 clusters Score -1128711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1128720.250000 Penalty: 4584.720703
	Iteration 70Q: 3 clusters Score -1128720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1128726.875000 Penalty: 4584.720703
	Iteration 71Q: 3 clusters Score -1128727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1128739.250000 Penalty: 4584.720703
	Iteration 72Q: 3 clusters Score -1128739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1128746.625000 Penalty: 4584.720703
	Iteration 73Q: 3 clusters Score -1128747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1128748.500000 Penalty: 4584.720703
	Iteration 74Q: 3 clusters Score -1128748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1128750.250000 Penalty: 4584.720703
	Iteration 75Q: 3 clusters Score -1128750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1128753.750000 Penalty: 4584.720703
	Iteration 76Q: 3 clusters Score -1128754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1128755.750000 Penalty: 4584.720703
	Iteration 77Q: 3 clusters Score -1128756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1128755.750000 Penalty: 4584.720703
	Iteration 78F: 3 clusters Score -1128756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Entering Unmasked Estep 
Score: -5487405.500000 Penalty: 2665.483398
	Iteration 0F: 2 clusters Score -5487406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5456062.500000 Penalty: 5330.966797
	Iteration 0F: 3 clusters Score -5456062 nChanged 21404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5467756.500000 Penalty: 5330.966797
	Iteration 1F: 3 clusters Score -5467756 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -5468384.000000 Penalty: 5330.966797
	Iteration 2Q: 3 clusters Score -5468384 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5469249.000000 Penalty: 5330.966797
	Iteration 3Q: 3 clusters Score -5469249 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5470598.000000 Penalty: 5330.966797
	Iteration 4F: 3 clusters Score -5470598 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -5472510.000000 Penalty: 5330.966797
	Iteration 5F: 3 clusters Score -5472510 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -5475046.000000 Penalty: 5330.966797
	Iteration 6F: 3 clusters Score -5475046 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -5477753.500000 Penalty: 5330.966797
	Iteration 7F: 3 clusters Score -5477754 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -5480391.500000 Penalty: 5330.966797
	Iteration 8F: 3 clusters Score -5480392 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5482526.000000 Penalty: 5330.966797
	Iteration 9Q: 3 clusters Score -5482526 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5484252.500000 Penalty: 5330.966797
	Iteration 10Q: 3 clusters Score -5484252 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5485214.000000 Penalty: 5330.966797
	Iteration 11Q: 3 clusters Score -5485214 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -5485589.500000 Penalty: 5330.966797
	Iteration 12Q: 3 clusters Score -5485590 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5485743.500000 Penalty: 5330.966797
	Iteration 13Q: 3 clusters Score -5485744 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5485798.000000 Penalty: 5330.966797
	Iteration 14Q: 3 clusters Score -5485798 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5485807.500000 Penalty: 5330.966797
	Iteration 15Q: 3 clusters Score -5485808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5485831.000000 Penalty: 5330.966797
	Iteration 16Q: 3 clusters Score -5485831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5485835.500000 Penalty: 5330.966797
	Iteration 17Q: 3 clusters Score -5485836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5485841.000000 Penalty: 5330.966797
	Iteration 18Q: 3 clusters Score -5485841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5485844.000000 Penalty: 5330.966797
	Iteration 19Q: 3 clusters Score -5485844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5485848.500000 Penalty: 5330.966797
	Iteration 20F: 3 clusters Score -5485848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -5485856.000000 Penalty: 5330.966797
	Iteration 21Q: 3 clusters Score -5485856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5485859.500000 Penalty: 5330.966797
	Iteration 22Q: 3 clusters Score -5485860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5485877.500000 Penalty: 5330.966797
	Iteration 23Q: 3 clusters Score -5485878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5485874.500000 Penalty: 5330.966797
	Iteration 24Q: 3 clusters Score -5485874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5485873.000000 Penalty: 5330.966797
	Iteration 25Q: 3 clusters Score -5485873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5485872.000000 Penalty: 5330.966797
	Iteration 26Q: 3 clusters Score -5485872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -5485871.000000 Penalty: 5330.966797
	Iteration 27Q: 3 clusters Score -5485871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5485873.000000 Penalty: 5330.966797
	Iteration 28Q: 3 clusters Score -5485873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5485869.500000 Penalty: 5330.966797
	Iteration 29Q: 3 clusters Score -5485870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5485876.000000 Penalty: 5330.966797
	Iteration 30Q: 3 clusters Score -5485876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5485882.000000 Penalty: 5330.966797
	Iteration 31Q: 3 clusters Score -5485882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5485886.500000 Penalty: 5330.966797
	Iteration 32Q: 3 clusters Score -5485886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5485891.000000 Penalty: 5330.966797
	Iteration 33Q: 3 clusters Score -5485891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5485896.500000 Penalty: 5330.966797
	Iteration 34Q: 3 clusters Score -5485896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5485897.000000 Penalty: 5330.966797
	Iteration 35Q: 3 clusters Score -5485897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5485899.000000 Penalty: 5330.966797
	Iteration 36Q: 3 clusters Score -5485899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -5485898.000000 Penalty: 5330.966797
	Iteration 37Q: 3 clusters Score -5485898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5485896.500000 Penalty: 5330.966797
	Iteration 38Q: 3 clusters Score -5485896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5485901.500000 Penalty: 5330.966797
	Iteration 39Q: 3 clusters Score -5485902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -5485902.000000 Penalty: 5330.966797
	Iteration 40F: 3 clusters Score -5485902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -939576.250000 Penalty: 2235.492432
	Iteration 0F: 2 clusters Score -939576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -933117.500000 Penalty: 4470.984863
	Iteration 0F: 3 clusters Score -933117.5 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -934844.500000 Penalty: 4470.984863
	Iteration 1F: 3 clusters Score -934844.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -935116.562500 Penalty: 4470.984863
	Iteration 2F: 3 clusters Score -935116.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -935312.687500 Penalty: 4470.984863
	Iteration 3Q: 3 clusters Score -935312.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -935436.687500 Penalty: 4470.984863
	Iteration 4Q: 3 clusters Score -935436.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -935536.000000 Penalty: 4470.984863
	Iteration 5Q: 3 clusters Score -935536 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -935613.750000 Penalty: 4470.984863
	Iteration 6Q: 3 clusters Score -935613.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -935701.250000 Penalty: 4470.984863
	Iteration 7Q: 3 clusters Score -935701.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -935798.812500 Penalty: 4470.984863
	Iteration 8Q: 3 clusters Score -935798.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -935890.875000 Penalty: 4470.984863
	Iteration 9Q: 3 clusters Score -935890.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -935975.250000 Penalty: 4470.984863
	Iteration 10Q: 3 clusters Score -935975.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -936060.937500 Penalty: 4470.984863
	Iteration 11Q: 3 clusters Score -936060.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -936156.312500 Penalty: 4470.984863
	Iteration 12Q: 3 clusters Score -936156.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -936277.437500 Penalty: 4470.984863
	Iteration 13Q: 3 clusters Score -936277.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -936391.687500 Penalty: 4470.984863
	Iteration 14Q: 3 clusters Score -936391.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -936507.187500 Penalty: 4470.984863
	Iteration 15Q: 3 clusters Score -936507.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -936607.000000 Penalty: 4470.984863
	Iteration 16Q: 3 clusters Score -936607 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -936699.875000 Penalty: 4470.984863
	Iteration 17Q: 3 clusters Score -936699.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -936774.750000 Penalty: 4470.984863
	Iteration 18Q: 3 clusters Score -936774.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -936843.062500 Penalty: 4470.984863
	Iteration 19Q: 3 clusters Score -936843.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -936905.500000 Penalty: 4470.984863
	Iteration 20F: 3 clusters Score -936905.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -936959.687500 Penalty: 4470.984863
	Iteration 21Q: 3 clusters Score -936959.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -937020.250000 Penalty: 4470.984863
	Iteration 22Q: 3 clusters Score -937020.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -937072.187500 Penalty: 4470.984863
	Iteration 23Q: 3 clusters Score -937072.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -937111.687500 Penalty: 4470.984863
	Iteration 24Q: 3 clusters Score -937111.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -937147.125000 Penalty: 4470.984863
	Iteration 25Q: 3 clusters Score -937147.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -937182.250000 Penalty: 4470.984863
	Iteration 26Q: 3 clusters Score -937182.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -937212.750000 Penalty: 4470.984863
	Iteration 27Q: 3 clusters Score -937212.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -937253.187500 Penalty: 4470.984863
	Iteration 28Q: 3 clusters Score -937253.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -937283.250000 Penalty: 4470.984863
	Iteration 29Q: 3 clusters Score -937283.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -937311.937500 Penalty: 4470.984863
	Iteration 30Q: 3 clusters Score -937311.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -937343.250000 Penalty: 4470.984863
	Iteration 31Q: 3 clusters Score -937343.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -937362.812500 Penalty: 4470.984863
	Iteration 32Q: 3 clusters Score -937362.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -937385.500000 Penalty: 4470.984863
	Iteration 33Q: 3 clusters Score -937385.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -937407.750000 Penalty: 4470.984863
	Iteration 34Q: 3 clusters Score -937407.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -937428.562500 Penalty: 4470.984863
	Iteration 35Q: 3 clusters Score -937428.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -937451.312500 Penalty: 4470.984863
	Iteration 36Q: 3 clusters Score -937451.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -937474.250000 Penalty: 4470.984863
	Iteration 37Q: 3 clusters Score -937474.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -937509.937500 Penalty: 4470.984863
	Iteration 38Q: 3 clusters Score -937509.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -937539.437500 Penalty: 4470.984863
	Iteration 39Q: 3 clusters Score -937539.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -937569.875000 Penalty: 4470.984863
	Iteration 40F: 3 clusters Score -937569.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -937599.812500 Penalty: 4470.984863
	Iteration 41Q: 3 clusters Score -937599.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -937619.687500 Penalty: 4470.984863
	Iteration 42Q: 3 clusters Score -937619.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -937635.125000 Penalty: 4470.984863
	Iteration 43Q: 3 clusters Score -937635.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -937649.750000 Penalty: 4470.984863
	Iteration 44Q: 3 clusters Score -937649.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -937664.500000 Penalty: 4470.984863
	Iteration 45Q: 3 clusters Score -937664.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -937674.562500 Penalty: 4470.984863
	Iteration 46Q: 3 clusters Score -937674.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -937681.562500 Penalty: 4470.984863
	Iteration 47Q: 3 clusters Score -937681.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -937688.312500 Penalty: 4470.984863
	Iteration 48Q: 3 clusters Score -937688.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -937700.187500 Penalty: 4470.984863
	Iteration 49Q: 3 clusters Score -937700.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -937711.375000 Penalty: 4470.984863
	Iteration 50Q: 3 clusters Score -937711.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -937719.875000 Penalty: 4470.984863
	Iteration 51Q: 3 clusters Score -937719.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -937729.000000 Penalty: 4470.984863
	Iteration 52Q: 3 clusters Score -937729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -937733.937500 Penalty: 4470.984863
	Iteration 53Q: 3 clusters Score -937733.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -937745.062500 Penalty: 4470.984863
	Iteration 54Q: 3 clusters Score -937745.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -937749.625000 Penalty: 4470.984863
	Iteration 55Q: 3 clusters Score -937749.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -937757.687500 Penalty: 4470.984863
	Iteration 56Q: 3 clusters Score -937757.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -937764.875000 Penalty: 4470.984863
	Iteration 57Q: 3 clusters Score -937764.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -937775.312500 Penalty: 4470.984863
	Iteration 58Q: 3 clusters Score -937775.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -937785.125000 Penalty: 4470.984863
	Iteration 59Q: 3 clusters Score -937785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -937792.375000 Penalty: 4470.984863
	Iteration 60F: 3 clusters Score -937792.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -937798.437500 Penalty: 4470.984863
	Iteration 61Q: 3 clusters Score -937798.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -937812.312500 Penalty: 4470.984863
	Iteration 62Q: 3 clusters Score -937812.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -937814.250000 Penalty: 4470.984863
	Iteration 63Q: 3 clusters Score -937814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -937828.000000 Penalty: 4470.984863
	Iteration 64Q: 3 clusters Score -937828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -937834.312500 Penalty: 4470.984863
	Iteration 65Q: 3 clusters Score -937834.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -937836.500000 Penalty: 4470.984863
	Iteration 66Q: 3 clusters Score -937836.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -937840.625000 Penalty: 4470.984863
	Iteration 67Q: 3 clusters Score -937840.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -937841.187500 Penalty: 4470.984863
	Iteration 68Q: 3 clusters Score -937841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -937846.250000 Penalty: 4470.984863
	Iteration 69Q: 3 clusters Score -937846.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -937847.625000 Penalty: 4470.984863
	Iteration 70Q: 3 clusters Score -937847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -937849.187500 Penalty: 4470.984863
	Iteration 71Q: 3 clusters Score -937849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -937852.000000 Penalty: 4470.984863
	Iteration 72Q: 3 clusters Score -937852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -937858.125000 Penalty: 4470.984863
	Iteration 73Q: 3 clusters Score -937858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -937863.750000 Penalty: 4470.984863
	Iteration 74Q: 3 clusters Score -937863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -937864.250000 Penalty: 4470.984863
	Iteration 75Q: 3 clusters Score -937864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -937872.125000 Penalty: 4470.984863
	Iteration 76Q: 3 clusters Score -937872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -937871.812500 Penalty: 4470.984863
	Iteration 77Q: 3 clusters Score -937871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -937876.625000 Penalty: 4470.984863
	Iteration 78Q: 3 clusters Score -937876.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -937880.937500 Penalty: 4470.984863
	Iteration 79Q: 3 clusters Score -937880.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -937886.875000 Penalty: 4470.984863
	Iteration 80F: 3 clusters Score -937886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -937894.312500 Penalty: 4470.984863
	Iteration 81Q: 3 clusters Score -937894.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -937896.937500 Penalty: 4470.984863
	Iteration 82Q: 3 clusters Score -937896.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -937900.000000 Penalty: 4470.984863
	Iteration 83Q: 3 clusters Score -937900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -937902.062500 Penalty: 4470.984863
	Iteration 84Q: 3 clusters Score -937902.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -937907.000000 Penalty: 4470.984863
	Iteration 85Q: 3 clusters Score -937907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -937908.625000 Penalty: 4470.984863
	Iteration 86Q: 3 clusters Score -937908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -937910.125000 Penalty: 4470.984863
	Iteration 87Q: 3 clusters Score -937910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -937912.812500 Penalty: 4470.984863
	Iteration 88Q: 3 clusters Score -937912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -937914.500000 Penalty: 4470.984863
	Iteration 89Q: 3 clusters Score -937914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -937913.750000 Penalty: 4470.984863
	Iteration 90Q: 3 clusters Score -937913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -937914.062500 Penalty: 4470.984863
	Iteration 91Q: 3 clusters Score -937914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -937914.062500 Penalty: 4470.984863
	Iteration 92F: 3 clusters Score -937914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Entering Unmasked Estep 
Score: -8751802.000000 Penalty: 2777.245605
	Iteration 0F: 2 clusters Score -8751802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -8702929.000000 Penalty: 5554.491211
	Iteration 0F: 3 clusters Score -8702929 nChanged 34216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -8722023.000000 Penalty: 5554.491211
	Iteration 1F: 3 clusters Score -8722023 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -8722640.000000 Penalty: 5554.491211
	Iteration 2Q: 3 clusters Score -8722640 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -8723230.000000 Penalty: 5554.491211
	Iteration 3Q: 3 clusters Score -8723230 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8723796.000000 Penalty: 5554.491211
	Iteration 4Q: 3 clusters Score -8723796 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -8724414.000000 Penalty: 5554.491211
	Iteration 5Q: 3 clusters Score -8724414 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -8725179.000000 Penalty: 5554.491211
	Iteration 6Q: 3 clusters Score -8725179 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -8726244.000000 Penalty: 5554.491211
	Iteration 7Q: 3 clusters Score -8726244 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8727464.000000 Penalty: 5554.491211
	Iteration 8Q: 3 clusters Score -8727464 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -8728909.000000 Penalty: 5554.491211
	Iteration 9Q: 3 clusters Score -8728909 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8730511.000000 Penalty: 5554.491211
	Iteration 10Q: 3 clusters Score -8730511 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8732194.000000 Penalty: 5554.491211
	Iteration 11Q: 3 clusters Score -8732194 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -8734014.000000 Penalty: 5554.491211
	Iteration 12Q: 3 clusters Score -8734014 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -8736187.000000 Penalty: 5554.491211
	Iteration 13Q: 3 clusters Score -8736187 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -8738589.000000 Penalty: 5554.491211
	Iteration 14Q: 3 clusters Score -8738589 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -8740755.000000 Penalty: 5554.491211
	Iteration 15Q: 3 clusters Score -8740755 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -8742358.000000 Penalty: 5554.491211
	Iteration 16Q: 3 clusters Score -8742358 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -8743352.000000 Penalty: 5554.491211
	Iteration 17Q: 3 clusters Score -8743352 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -8743962.000000 Penalty: 5554.491211
	Iteration 18Q: 3 clusters Score -8743962 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -8744492.000000 Penalty: 5554.491211
	Iteration 19Q: 3 clusters Score -8744492 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -8744829.000000 Penalty: 5554.491211
	Iteration 20F: 3 clusters Score -8744829 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -8745130.000000 Penalty: 5554.491211
	Iteration 21Q: 3 clusters Score -8745130 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -8745392.000000 Penalty: 5554.491211
	Iteration 22Q: 3 clusters Score -8745392 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -8745677.000000 Penalty: 5554.491211
	Iteration 23Q: 3 clusters Score -8745677 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -8745911.000000 Penalty: 5554.491211
	Iteration 24Q: 3 clusters Score -8745911 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -8746076.000000 Penalty: 5554.491211
	Iteration 25Q: 3 clusters Score -8746076 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -8746299.000000 Penalty: 5554.491211
	Iteration 26Q: 3 clusters Score -8746299 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -8746487.000000 Penalty: 5554.491211
	Iteration 27Q: 3 clusters Score -8746487 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -8746623.000000 Penalty: 5554.491211
	Iteration 28Q: 3 clusters Score -8746623 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -8746797.000000 Penalty: 5554.491211
	Iteration 29Q: 3 clusters Score -8746797 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -8746976.000000 Penalty: 5554.491211
	Iteration 30Q: 3 clusters Score -8746976 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8747116.000000 Penalty: 5554.491211
	Iteration 31Q: 3 clusters Score -8747116 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -8747244.000000 Penalty: 5554.491211
	Iteration 32Q: 3 clusters Score -8747244 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -8747421.000000 Penalty: 5554.491211
	Iteration 33Q: 3 clusters Score -8747421 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -8747545.000000 Penalty: 5554.491211
	Iteration 34Q: 3 clusters Score -8747545 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -8747649.000000 Penalty: 5554.491211
	Iteration 35Q: 3 clusters Score -8747649 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -8747810.000000 Penalty: 5554.491211
	Iteration 36Q: 3 clusters Score -8747810 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -8747935.000000 Penalty: 5554.491211
	Iteration 37Q: 3 clusters Score -8747935 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -8748099.000000 Penalty: 5554.491211
	Iteration 38Q: 3 clusters Score -8748099 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -8748238.000000 Penalty: 5554.491211
	Iteration 39Q: 3 clusters Score -8748238 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -8748382.000000 Penalty: 5554.491211
	Iteration 40F: 3 clusters Score -8748382 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -8748504.000000 Penalty: 5554.491211
	Iteration 41Q: 3 clusters Score -8748504 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -8748590.000000 Penalty: 5554.491211
	Iteration 42Q: 3 clusters Score -8748590 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -8748687.000000 Penalty: 5554.491211
	Iteration 43Q: 3 clusters Score -8748687 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -8748777.000000 Penalty: 5554.491211
	Iteration 44Q: 3 clusters Score -8748777 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -8748884.000000 Penalty: 5554.491211
	Iteration 45Q: 3 clusters Score -8748884 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -8748976.000000 Penalty: 5554.491211
	Iteration 46Q: 3 clusters Score -8748976 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -8749065.000000 Penalty: 5554.491211
	Iteration 47Q: 3 clusters Score -8749065 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -8749135.000000 Penalty: 5554.491211
	Iteration 48Q: 3 clusters Score -8749135 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -8749213.000000 Penalty: 5554.491211
	Iteration 49Q: 3 clusters Score -8749213 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -8749259.000000 Penalty: 5554.491211
	Iteration 50Q: 3 clusters Score -8749259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -8749311.000000 Penalty: 5554.491211
	Iteration 51Q: 3 clusters Score -8749311 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -8749355.000000 Penalty: 5554.491211
	Iteration 52Q: 3 clusters Score -8749355 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -8749388.000000 Penalty: 5554.491211
	Iteration 53Q: 3 clusters Score -8749388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -8749401.000000 Penalty: 5554.491211
	Iteration 54Q: 3 clusters Score -8749401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -8749402.000000 Penalty: 5554.491211
	Iteration 55Q: 3 clusters Score -8749402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -8749413.000000 Penalty: 5554.491211
	Iteration 56Q: 3 clusters Score -8749413 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -8749415.000000 Penalty: 5554.491211
	Iteration 57Q: 3 clusters Score -8749415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -8749426.000000 Penalty: 5554.491211
	Iteration 58Q: 3 clusters Score -8749426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -8749444.000000 Penalty: 5554.491211
	Iteration 59Q: 3 clusters Score -8749444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -8749460.000000 Penalty: 5554.491211
	Iteration 60F: 3 clusters Score -8749460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -8749488.000000 Penalty: 5554.491211
	Iteration 61Q: 3 clusters Score -8749488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -8749509.000000 Penalty: 5554.491211
	Iteration 62Q: 3 clusters Score -8749509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -8749516.000000 Penalty: 5554.491211
	Iteration 63Q: 3 clusters Score -8749516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -8749522.000000 Penalty: 5554.491211
	Iteration 64Q: 3 clusters Score -8749522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -8749539.000000 Penalty: 5554.491211
	Iteration 65Q: 3 clusters Score -8749539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -8749543.000000 Penalty: 5554.491211
	Iteration 66Q: 3 clusters Score -8749543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -8749560.000000 Penalty: 5554.491211
	Iteration 67Q: 3 clusters Score -8749560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -8749563.000000 Penalty: 5554.491211
	Iteration 68Q: 3 clusters Score -8749563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -8749566.000000 Penalty: 5554.491211
	Iteration 69Q: 3 clusters Score -8749566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -8749569.000000 Penalty: 5554.491211
	Iteration 70Q: 3 clusters Score -8749569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -8749569.000000 Penalty: 5554.491211
	Iteration 71Q: 3 clusters Score -8749569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -8749572.000000 Penalty: 5554.491211
	Iteration 72Q: 3 clusters Score -8749572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -8749586.000000 Penalty: 5554.491211
	Iteration 73Q: 3 clusters Score -8749586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -8749600.000000 Penalty: 5554.491211
	Iteration 74Q: 3 clusters Score -8749600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -8749601.000000 Penalty: 5554.491211
	Iteration 75Q: 3 clusters Score -8749601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -8749589.000000 Penalty: 5554.491211
	Iteration 76Q: 3 clusters Score -8749589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -8749596.000000 Penalty: 5554.491211
	Iteration 77Q: 3 clusters Score -8749596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -8749601.000000 Penalty: 5554.491211
	Iteration 78Q: 3 clusters Score -8749601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 71531 members 
Entering Unmasked Estep 
Score: -8749594.000000 Penalty: 5554.491211
	Iteration 79Q: 3 clusters Score -8749594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -8749593.000000 Penalty: 5554.491211
	Iteration 80F: 3 clusters Score -8749593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -8749612.000000 Penalty: 5554.491211
	Iteration 81Q: 3 clusters Score -8749612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -8749614.000000 Penalty: 5554.491211
	Iteration 82Q: 3 clusters Score -8749614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -8749610.000000 Penalty: 5554.491211
	Iteration 83Q: 3 clusters Score -8749610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -8749618.000000 Penalty: 5554.491211
	Iteration 84Q: 3 clusters Score -8749618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -8749619.000000 Penalty: 5554.491211
	Iteration 85Q: 3 clusters Score -8749619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -8749611.000000 Penalty: 5554.491211
	Iteration 86Q: 3 clusters Score -8749611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -8749613.000000 Penalty: 5554.491211
	Iteration 87Q: 3 clusters Score -8749613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -8749611.000000 Penalty: 5554.491211
	Iteration 88Q: 3 clusters Score -8749611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -8749611.000000 Penalty: 5554.491211
	Iteration 89Q: 3 clusters Score -8749611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -8749617.000000 Penalty: 5554.491211
	Iteration 90Q: 3 clusters Score -8749617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -8749616.000000 Penalty: 5554.491211
	Iteration 91Q: 3 clusters Score -8749616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -8749612.000000 Penalty: 5554.491211
	Iteration 92Q: 3 clusters Score -8749612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -8749614.000000 Penalty: 5554.491211
	Iteration 93Q: 3 clusters Score -8749614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -8749613.000000 Penalty: 5554.491211
	Iteration 94Q: 3 clusters Score -8749613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -8749616.000000 Penalty: 5554.491211
	Iteration 95Q: 3 clusters Score -8749616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -8749616.000000 Penalty: 5554.491211
	Iteration 96F: 3 clusters Score -8749616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -529873.437500 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -529873.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -525475.562500 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -525475.6 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -526515.687500 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -526515.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -526775.000000 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -526775 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -526957.437500 Penalty: 4206.856934
	Iteration 3F: 3 clusters Score -526957.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -527084.250000 Penalty: 4206.856934
	Iteration 4Q: 3 clusters Score -527084.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -527206.625000 Penalty: 4206.856934
	Iteration 5Q: 3 clusters Score -527206.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -527325.000000 Penalty: 4206.856934
	Iteration 6Q: 3 clusters Score -527325 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -527458.375000 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -527458.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -527576.375000 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -527576.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -527669.000000 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -527669 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -527744.937500 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -527744.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -527803.625000 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -527803.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -527852.312500 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -527852.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -527877.500000 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -527877.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -527891.562500 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -527891.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -527906.500000 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -527906.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -527914.500000 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -527914.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -527919.062500 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -527919.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -527925.937500 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -527925.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -527929.625000 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -527929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -527932.812500 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -527932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -527933.687500 Penalty: 4206.856934
	Iteration 21Q: 3 clusters Score -527933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -527938.125000 Penalty: 4206.856934
	Iteration 22Q: 3 clusters Score -527938.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -527939.062500 Penalty: 4206.856934
	Iteration 23Q: 3 clusters Score -527939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -527942.812500 Penalty: 4206.856934
	Iteration 24Q: 3 clusters Score -527942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -527945.812500 Penalty: 4206.856934
	Iteration 25Q: 3 clusters Score -527945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -527946.437500 Penalty: 4206.856934
	Iteration 26Q: 3 clusters Score -527946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -527950.312500 Penalty: 4206.856934
	Iteration 27Q: 3 clusters Score -527950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -527950.187500 Penalty: 4206.856934
	Iteration 28Q: 3 clusters Score -527950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -527952.437500 Penalty: 4206.856934
	Iteration 29Q: 3 clusters Score -527952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -527953.125000 Penalty: 4206.856934
	Iteration 30Q: 3 clusters Score -527953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -527954.562500 Penalty: 4206.856934
	Iteration 31Q: 3 clusters Score -527954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -527956.312500 Penalty: 4206.856934
	Iteration 32Q: 3 clusters Score -527956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -527957.562500 Penalty: 4206.856934
	Iteration 33Q: 3 clusters Score -527957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -527959.562500 Penalty: 4206.856934
	Iteration 34Q: 3 clusters Score -527959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -527959.937500 Penalty: 4206.856934
	Iteration 35Q: 3 clusters Score -527959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -527959.875000 Penalty: 4206.856934
	Iteration 36Q: 3 clusters Score -527959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -527959.875000 Penalty: 4206.856934
	Iteration 37F: 3 clusters Score -527959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -645119.187500 Penalty: 2135.946045
	Iteration 0F: 2 clusters Score -645119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -640218.125000 Penalty: 4271.892090
	Iteration 0F: 3 clusters Score -640218.1 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -641406.125000 Penalty: 4271.892090
	Iteration 1F: 3 clusters Score -641406.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -641666.812500 Penalty: 4271.892090
	Iteration 2F: 3 clusters Score -641666.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -641807.875000 Penalty: 4271.892090
	Iteration 3F: 3 clusters Score -641807.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -641899.000000 Penalty: 4271.892090
	Iteration 4Q: 3 clusters Score -641899 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -641964.625000 Penalty: 4271.892090
	Iteration 5Q: 3 clusters Score -641964.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -642030.000000 Penalty: 4271.892090
	Iteration 6Q: 3 clusters Score -642030 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -642111.812500 Penalty: 4271.892090
	Iteration 7Q: 3 clusters Score -642111.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -642186.625000 Penalty: 4271.892090
	Iteration 8Q: 3 clusters Score -642186.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -642260.437500 Penalty: 4271.892090
	Iteration 9Q: 3 clusters Score -642260.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -642338.062500 Penalty: 4271.892090
	Iteration 10Q: 3 clusters Score -642338.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -642421.750000 Penalty: 4271.892090
	Iteration 11Q: 3 clusters Score -642421.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -642499.687500 Penalty: 4271.892090
	Iteration 12Q: 3 clusters Score -642499.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -642567.312500 Penalty: 4271.892090
	Iteration 13Q: 3 clusters Score -642567.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -642649.375000 Penalty: 4271.892090
	Iteration 14Q: 3 clusters Score -642649.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -642743.000000 Penalty: 4271.892090
	Iteration 15Q: 3 clusters Score -642743 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -642833.312500 Penalty: 4271.892090
	Iteration 16Q: 3 clusters Score -642833.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -642943.625000 Penalty: 4271.892090
	Iteration 17Q: 3 clusters Score -642943.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -643061.937500 Penalty: 4271.892090
	Iteration 18Q: 3 clusters Score -643061.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -643212.125000 Penalty: 4271.892090
	Iteration 19Q: 3 clusters Score -643212.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -643336.250000 Penalty: 4271.892090
	Iteration 20F: 3 clusters Score -643336.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -643413.437500 Penalty: 4271.892090
	Iteration 21Q: 3 clusters Score -643413.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -643476.250000 Penalty: 4271.892090
	Iteration 22Q: 3 clusters Score -643476.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -643527.250000 Penalty: 4271.892090
	Iteration 23Q: 3 clusters Score -643527.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -643553.000000 Penalty: 4271.892090
	Iteration 24Q: 3 clusters Score -643553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -643571.500000 Penalty: 4271.892090
	Iteration 25Q: 3 clusters Score -643571.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -643584.812500 Penalty: 4271.892090
	Iteration 26Q: 3 clusters Score -643584.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -643599.500000 Penalty: 4271.892090
	Iteration 27Q: 3 clusters Score -643599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -643609.187500 Penalty: 4271.892090
	Iteration 28Q: 3 clusters Score -643609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -643614.812500 Penalty: 4271.892090
	Iteration 29Q: 3 clusters Score -643614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -643615.312500 Penalty: 4271.892090
	Iteration 30Q: 3 clusters Score -643615.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -643619.875000 Penalty: 4271.892090
	Iteration 31Q: 3 clusters Score -643619.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -643622.812500 Penalty: 4271.892090
	Iteration 32Q: 3 clusters Score -643622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -643628.562500 Penalty: 4271.892090
	Iteration 33Q: 3 clusters Score -643628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -643633.125000 Penalty: 4271.892090
	Iteration 34Q: 3 clusters Score -643633.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -643637.750000 Penalty: 4271.892090
	Iteration 35Q: 3 clusters Score -643637.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -643640.937500 Penalty: 4271.892090
	Iteration 36Q: 3 clusters Score -643640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -643646.625000 Penalty: 4271.892090
	Iteration 37Q: 3 clusters Score -643646.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -643651.375000 Penalty: 4271.892090
	Iteration 38Q: 3 clusters Score -643651.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -643656.000000 Penalty: 4271.892090
	Iteration 39Q: 3 clusters Score -643656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -643658.250000 Penalty: 4271.892090
	Iteration 40F: 3 clusters Score -643658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -643661.937500 Penalty: 4271.892090
	Iteration 41Q: 3 clusters Score -643661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -643664.187500 Penalty: 4271.892090
	Iteration 42Q: 3 clusters Score -643664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -643663.750000 Penalty: 4271.892090
	Iteration 43Q: 3 clusters Score -643663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -643664.125000 Penalty: 4271.892090
	Iteration 44Q: 3 clusters Score -643664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -643665.125000 Penalty: 4271.892090
	Iteration 45Q: 3 clusters Score -643665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -643668.375000 Penalty: 4271.892090
	Iteration 46Q: 3 clusters Score -643668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -643670.125000 Penalty: 4271.892090
	Iteration 47Q: 3 clusters Score -643670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -643670.437500 Penalty: 4271.892090
	Iteration 48Q: 3 clusters Score -643670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -643671.437500 Penalty: 4271.892090
	Iteration 49Q: 3 clusters Score -643671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -643673.062500 Penalty: 4271.892090
	Iteration 50Q: 3 clusters Score -643673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -643673.625000 Penalty: 4271.892090
	Iteration 51Q: 3 clusters Score -643673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -643674.937500 Penalty: 4271.892090
	Iteration 52Q: 3 clusters Score -643674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -643674.937500 Penalty: 4271.892090
	Iteration 53F: 3 clusters Score -643674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Entering Unmasked Estep 
Score: -1706926.375000 Penalty: 2389.014160
	Iteration 0F: 2 clusters Score -1706926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1695941.250000 Penalty: 4778.028320
	Iteration 0F: 3 clusters Score -1695941 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1699683.125000 Penalty: 4778.028320
	Iteration 1F: 3 clusters Score -1699683 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1700439.000000 Penalty: 4778.028320
	Iteration 2F: 3 clusters Score -1700439 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1701431.125000 Penalty: 4778.028320
	Iteration 3F: 3 clusters Score -1701431 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1702462.000000 Penalty: 4778.028320
	Iteration 4F: 3 clusters Score -1702462 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1703417.625000 Penalty: 4778.028320
	Iteration 5F: 3 clusters Score -1703418 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1704182.375000 Penalty: 4778.028320
	Iteration 6F: 3 clusters Score -1704182 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1704711.375000 Penalty: 4778.028320
	Iteration 7Q: 3 clusters Score -1704711 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1705130.250000 Penalty: 4778.028320
	Iteration 8Q: 3 clusters Score -1705130 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1705520.875000 Penalty: 4778.028320
	Iteration 9Q: 3 clusters Score -1705521 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1705857.875000 Penalty: 4778.028320
	Iteration 10Q: 3 clusters Score -1705858 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1706110.375000 Penalty: 4778.028320
	Iteration 11Q: 3 clusters Score -1706110 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1706291.875000 Penalty: 4778.028320
	Iteration 12Q: 3 clusters Score -1706292 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1706395.625000 Penalty: 4778.028320
	Iteration 13Q: 3 clusters Score -1706396 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1706438.000000 Penalty: 4778.028320
	Iteration 14Q: 3 clusters Score -1706438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1706462.000000 Penalty: 4778.028320
	Iteration 15Q: 3 clusters Score -1706462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1706480.750000 Penalty: 4778.028320
	Iteration 16Q: 3 clusters Score -1706481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1706489.625000 Penalty: 4778.028320
	Iteration 17Q: 3 clusters Score -1706490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1706504.000000 Penalty: 4778.028320
	Iteration 18Q: 3 clusters Score -1706504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1706510.500000 Penalty: 4778.028320
	Iteration 19Q: 3 clusters Score -1706510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1706523.625000 Penalty: 4778.028320
	Iteration 20F: 3 clusters Score -1706524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1706535.625000 Penalty: 4778.028320
	Iteration 21Q: 3 clusters Score -1706536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1706543.375000 Penalty: 4778.028320
	Iteration 22Q: 3 clusters Score -1706543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1706544.750000 Penalty: 4778.028320
	Iteration 23Q: 3 clusters Score -1706545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1706542.375000 Penalty: 4778.028320
	Iteration 24Q: 3 clusters Score -1706542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1706545.375000 Penalty: 4778.028320
	Iteration 25Q: 3 clusters Score -1706545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1706547.500000 Penalty: 4778.028320
	Iteration 26Q: 3 clusters Score -1706548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1706547.000000 Penalty: 4778.028320
	Iteration 27Q: 3 clusters Score -1706547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1706549.750000 Penalty: 4778.028320
	Iteration 28Q: 3 clusters Score -1706550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1706550.625000 Penalty: 4778.028320
	Iteration 29Q: 3 clusters Score -1706551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1706553.375000 Penalty: 4778.028320
	Iteration 30Q: 3 clusters Score -1706553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1706554.250000 Penalty: 4778.028320
	Iteration 31Q: 3 clusters Score -1706554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1706558.000000 Penalty: 4778.028320
	Iteration 32Q: 3 clusters Score -1706558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1706561.125000 Penalty: 4778.028320
	Iteration 33Q: 3 clusters Score -1706561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1706557.750000 Penalty: 4778.028320
	Iteration 34Q: 3 clusters Score -1706558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1706561.250000 Penalty: 4778.028320
	Iteration 35Q: 3 clusters Score -1706561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1706557.625000 Penalty: 4778.028320
	Iteration 36Q: 3 clusters Score -1706558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1706560.750000 Penalty: 4778.028320
	Iteration 37Q: 3 clusters Score -1706561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1706563.625000 Penalty: 4778.028320
	Iteration 38Q: 3 clusters Score -1706564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1706562.125000 Penalty: 4778.028320
	Iteration 39Q: 3 clusters Score -1706562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1706564.750000 Penalty: 4778.028320
	Iteration 40F: 3 clusters Score -1706565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1706564.000000 Penalty: 4778.028320
	Iteration 41Q: 3 clusters Score -1706564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1706564.875000 Penalty: 4778.028320
	Iteration 42Q: 3 clusters Score -1706565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1706565.500000 Penalty: 4778.028320
	Iteration 43Q: 3 clusters Score -1706566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1706564.875000 Penalty: 4778.028320
	Iteration 44Q: 3 clusters Score -1706565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1706567.000000 Penalty: 4778.028320
	Iteration 45Q: 3 clusters Score -1706567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1706567.625000 Penalty: 4778.028320
	Iteration 46Q: 3 clusters Score -1706568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1706571.000000 Penalty: 4778.028320
	Iteration 47Q: 3 clusters Score -1706571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1706571.000000 Penalty: 4778.028320
	Iteration 48Q: 3 clusters Score -1706571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1706569.250000 Penalty: 4778.028320
	Iteration 49Q: 3 clusters Score -1706569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1706569.125000 Penalty: 4778.028320
	Iteration 50Q: 3 clusters Score -1706569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1706569.125000 Penalty: 4778.028320
	Iteration 51F: 3 clusters Score -1706569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25782.224609 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25782.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25901.794922 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25901.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25948.177734 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25948.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25982.527344 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -25982.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26005.781250 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -26005.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26005.781250 Penalty: 2769.414062
	Iteration 5F: 3 clusters Score -26005.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113044.898438 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -113044.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113548.289062 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113548.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113833.718750 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -113833.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114301.664062 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -114301.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -114769.750000 Penalty: 3466.252930
	Iteration 4F: 3 clusters Score -114769.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -114999.289062 Penalty: 3466.252930
	Iteration 5F: 3 clusters Score -114999.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -115138.328125 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -115138.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -115243.796875 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -115243.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -115400.414062 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -115400.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -115693.039062 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -115693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -115884.046875 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -115884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115910.109375 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -115910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -115928.093750 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -115928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -115931.648438 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -115931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115936.015625 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -115936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115936.015625 Penalty: 3466.252930
	Iteration 15F: 3 clusters Score -115936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168770 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39321 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166742 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258950 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27603 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 46533 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73026 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15262 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 15103 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12540 members 
Mstep: Class 36 contains 840 members 
Entering Unmasked Estep 
Score: -205568192.000000 Penalty: 128518.421875
Splitting cluster 32 changes total score from -205569040.000000 to -205568192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Entering Unmasked Estep 
Score: -1719929.125000 Penalty: 2386.416748
	Iteration 0F: 2 clusters Score -1719929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1708950.000000 Penalty: 4772.833496
	Iteration 0F: 3 clusters Score -1708950 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1712581.500000 Penalty: 4772.833496
	Iteration 1F: 3 clusters Score -1712582 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1713119.250000 Penalty: 4772.833496
	Iteration 2F: 3 clusters Score -1713119 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1713626.625000 Penalty: 4772.833496
	Iteration 3F: 3 clusters Score -1713627 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1714201.875000 Penalty: 4772.833496
	Iteration 4F: 3 clusters Score -1714202 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1714816.375000 Penalty: 4772.833496
	Iteration 5F: 3 clusters Score -1714816 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1715391.750000 Penalty: 4772.833496
	Iteration 6F: 3 clusters Score -1715392 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1715882.875000 Penalty: 4772.833496
	Iteration 7Q: 3 clusters Score -1715883 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1716340.500000 Penalty: 4772.833496
	Iteration 8Q: 3 clusters Score -1716340 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1716675.625000 Penalty: 4772.833496
	Iteration 9Q: 3 clusters Score -1716676 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1716936.375000 Penalty: 4772.833496
	Iteration 10Q: 3 clusters Score -1716936 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1717122.000000 Penalty: 4772.833496
	Iteration 11Q: 3 clusters Score -1717122 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1717245.250000 Penalty: 4772.833496
	Iteration 12Q: 3 clusters Score -1717245 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1717317.625000 Penalty: 4772.833496
	Iteration 13Q: 3 clusters Score -1717318 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1717378.750000 Penalty: 4772.833496
	Iteration 14Q: 3 clusters Score -1717379 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1717406.125000 Penalty: 4772.833496
	Iteration 15Q: 3 clusters Score -1717406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1717427.375000 Penalty: 4772.833496
	Iteration 16Q: 3 clusters Score -1717427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1717450.500000 Penalty: 4772.833496
	Iteration 17Q: 3 clusters Score -1717450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1717461.250000 Penalty: 4772.833496
	Iteration 18Q: 3 clusters Score -1717461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1717469.875000 Penalty: 4772.833496
	Iteration 19Q: 3 clusters Score -1717470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1717488.875000 Penalty: 4772.833496
	Iteration 20F: 3 clusters Score -1717489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1717490.875000 Penalty: 4772.833496
	Iteration 21Q: 3 clusters Score -1717491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1717500.125000 Penalty: 4772.833496
	Iteration 22Q: 3 clusters Score -1717500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1717504.375000 Penalty: 4772.833496
	Iteration 23Q: 3 clusters Score -1717504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1717504.500000 Penalty: 4772.833496
	Iteration 24Q: 3 clusters Score -1717504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1717512.000000 Penalty: 4772.833496
	Iteration 25Q: 3 clusters Score -1717512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1717517.750000 Penalty: 4772.833496
	Iteration 26Q: 3 clusters Score -1717518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1717514.750000 Penalty: 4772.833496
	Iteration 27Q: 3 clusters Score -1717515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1717518.250000 Penalty: 4772.833496
	Iteration 28Q: 3 clusters Score -1717518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1717523.125000 Penalty: 4772.833496
	Iteration 29Q: 3 clusters Score -1717523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1717522.250000 Penalty: 4772.833496
	Iteration 30Q: 3 clusters Score -1717522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1717528.875000 Penalty: 4772.833496
	Iteration 31Q: 3 clusters Score -1717529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1717531.625000 Penalty: 4772.833496
	Iteration 32Q: 3 clusters Score -1717532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1717530.750000 Penalty: 4772.833496
	Iteration 33Q: 3 clusters Score -1717531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1717527.875000 Penalty: 4772.833496
	Iteration 34Q: 3 clusters Score -1717528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1717530.625000 Penalty: 4772.833496
	Iteration 35Q: 3 clusters Score -1717531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1717527.375000 Penalty: 4772.833496
	Iteration 36Q: 3 clusters Score -1717527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1717533.375000 Penalty: 4772.833496
	Iteration 37Q: 3 clusters Score -1717533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1717535.750000 Penalty: 4772.833496
	Iteration 38Q: 3 clusters Score -1717536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1717537.750000 Penalty: 4772.833496
	Iteration 39Q: 3 clusters Score -1717538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1717537.000000 Penalty: 4772.833496
	Iteration 40F: 3 clusters Score -1717537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1717536.000000 Penalty: 4772.833496
	Iteration 41Q: 3 clusters Score -1717536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1717537.000000 Penalty: 4772.833496
	Iteration 42Q: 3 clusters Score -1717537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1717537.000000 Penalty: 4772.833496
	Iteration 43F: 3 clusters Score -1717537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Entering Unmasked Estep 
Score: -3283451.250000 Penalty: 2543.211182
	Iteration 0F: 2 clusters Score -3283451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3263900.500000 Penalty: 5086.422363
	Iteration 0F: 3 clusters Score -3263900 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3270654.000000 Penalty: 5086.422363
	Iteration 1F: 3 clusters Score -3270654 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3271073.500000 Penalty: 5086.422363
	Iteration 2Q: 3 clusters Score -3271074 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3271430.500000 Penalty: 5086.422363
	Iteration 3Q: 3 clusters Score -3271430 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3271699.500000 Penalty: 5086.422363
	Iteration 4Q: 3 clusters Score -3271700 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3271936.000000 Penalty: 5086.422363
	Iteration 5Q: 3 clusters Score -3271936 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3272173.500000 Penalty: 5086.422363
	Iteration 6Q: 3 clusters Score -3272174 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3272421.000000 Penalty: 5086.422363
	Iteration 7Q: 3 clusters Score -3272421 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3272649.500000 Penalty: 5086.422363
	Iteration 8Q: 3 clusters Score -3272650 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3272889.750000 Penalty: 5086.422363
	Iteration 9Q: 3 clusters Score -3272890 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3273120.250000 Penalty: 5086.422363
	Iteration 10Q: 3 clusters Score -3273120 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3273367.000000 Penalty: 5086.422363
	Iteration 11Q: 3 clusters Score -3273367 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3273615.000000 Penalty: 5086.422363
	Iteration 12Q: 3 clusters Score -3273615 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3273856.750000 Penalty: 5086.422363
	Iteration 13Q: 3 clusters Score -3273857 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3274170.500000 Penalty: 5086.422363
	Iteration 14Q: 3 clusters Score -3274170 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3274549.250000 Penalty: 5086.422363
	Iteration 15Q: 3 clusters Score -3274549 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3275019.000000 Penalty: 5086.422363
	Iteration 16Q: 3 clusters Score -3275019 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3275627.750000 Penalty: 5086.422363
	Iteration 17Q: 3 clusters Score -3275628 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3276352.250000 Penalty: 5086.422363
	Iteration 18Q: 3 clusters Score -3276352 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3277051.250000 Penalty: 5086.422363
	Iteration 19Q: 3 clusters Score -3277051 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3277759.250000 Penalty: 5086.422363
	Iteration 20F: 3 clusters Score -3277759 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3278331.000000 Penalty: 5086.422363
	Iteration 21Q: 3 clusters Score -3278331 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3278834.500000 Penalty: 5086.422363
	Iteration 22Q: 3 clusters Score -3278834 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3279267.500000 Penalty: 5086.422363
	Iteration 23Q: 3 clusters Score -3279268 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3279624.750000 Penalty: 5086.422363
	Iteration 24Q: 3 clusters Score -3279625 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3279982.250000 Penalty: 5086.422363
	Iteration 25Q: 3 clusters Score -3279982 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3280263.000000 Penalty: 5086.422363
	Iteration 26Q: 3 clusters Score -3280263 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3280494.250000 Penalty: 5086.422363
	Iteration 27Q: 3 clusters Score -3280494 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3280665.750000 Penalty: 5086.422363
	Iteration 28Q: 3 clusters Score -3280666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3280778.250000 Penalty: 5086.422363
	Iteration 29Q: 3 clusters Score -3280778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3280870.500000 Penalty: 5086.422363
	Iteration 30Q: 3 clusters Score -3280870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3280950.750000 Penalty: 5086.422363
	Iteration 31Q: 3 clusters Score -3280951 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3281007.000000 Penalty: 5086.422363
	Iteration 32Q: 3 clusters Score -3281007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3281055.750000 Penalty: 5086.422363
	Iteration 33Q: 3 clusters Score -3281056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3281094.500000 Penalty: 5086.422363
	Iteration 34Q: 3 clusters Score -3281094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3281129.250000 Penalty: 5086.422363
	Iteration 35Q: 3 clusters Score -3281129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3281145.000000 Penalty: 5086.422363
	Iteration 36Q: 3 clusters Score -3281145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3281160.250000 Penalty: 5086.422363
	Iteration 37Q: 3 clusters Score -3281160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3281174.500000 Penalty: 5086.422363
	Iteration 38Q: 3 clusters Score -3281174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3281183.750000 Penalty: 5086.422363
	Iteration 39Q: 3 clusters Score -3281184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3281191.250000 Penalty: 5086.422363
	Iteration 40F: 3 clusters Score -3281191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3281200.750000 Penalty: 5086.422363
	Iteration 41Q: 3 clusters Score -3281201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3281214.250000 Penalty: 5086.422363
	Iteration 42Q: 3 clusters Score -3281214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3281221.500000 Penalty: 5086.422363
	Iteration 43Q: 3 clusters Score -3281222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3281224.000000 Penalty: 5086.422363
	Iteration 44Q: 3 clusters Score -3281224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3281230.250000 Penalty: 5086.422363
	Iteration 45Q: 3 clusters Score -3281230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3281233.750000 Penalty: 5086.422363
	Iteration 46Q: 3 clusters Score -3281234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3281239.000000 Penalty: 5086.422363
	Iteration 47Q: 3 clusters Score -3281239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3281242.000000 Penalty: 5086.422363
	Iteration 48Q: 3 clusters Score -3281242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3281250.000000 Penalty: 5086.422363
	Iteration 49Q: 3 clusters Score -3281250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3281256.250000 Penalty: 5086.422363
	Iteration 50Q: 3 clusters Score -3281256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3281258.250000 Penalty: 5086.422363
	Iteration 51Q: 3 clusters Score -3281258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3281262.500000 Penalty: 5086.422363
	Iteration 52Q: 3 clusters Score -3281262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3281262.750000 Penalty: 5086.422363
	Iteration 53Q: 3 clusters Score -3281263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3281266.250000 Penalty: 5086.422363
	Iteration 54Q: 3 clusters Score -3281266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3281267.000000 Penalty: 5086.422363
	Iteration 55Q: 3 clusters Score -3281267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3281269.000000 Penalty: 5086.422363
	Iteration 56Q: 3 clusters Score -3281269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3281269.000000 Penalty: 5086.422363
	Iteration 57F: 3 clusters Score -3281269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Entering Unmasked Estep 
Score: -1403152.000000 Penalty: 2340.296387
	Iteration 0F: 2 clusters Score -1403152 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 6228 members 
Entering Unmasked Estep 
Score: -1393895.750000 Penalty: 4680.592773
	Iteration 0F: 3 clusters Score -1393896 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1396762.250000 Penalty: 4680.592773
	Iteration 1F: 3 clusters Score -1396762 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1397152.875000 Penalty: 4680.592773
	Iteration 2F: 3 clusters Score -1397153 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1397452.500000 Penalty: 4680.592773
	Iteration 3F: 3 clusters Score -1397452 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1397754.500000 Penalty: 4680.592773
	Iteration 4Q: 3 clusters Score -1397754 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1398102.750000 Penalty: 4680.592773
	Iteration 5Q: 3 clusters Score -1398103 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1398427.750000 Penalty: 4680.592773
	Iteration 6Q: 3 clusters Score -1398428 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1398791.000000 Penalty: 4680.592773
	Iteration 7Q: 3 clusters Score -1398791 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1399087.375000 Penalty: 4680.592773
	Iteration 8Q: 3 clusters Score -1399087 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1399390.125000 Penalty: 4680.592773
	Iteration 9Q: 3 clusters Score -1399390 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1399634.250000 Penalty: 4680.592773
	Iteration 10Q: 3 clusters Score -1399634 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1399863.375000 Penalty: 4680.592773
	Iteration 11Q: 3 clusters Score -1399863 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1400118.625000 Penalty: 4680.592773
	Iteration 12Q: 3 clusters Score -1400119 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1400397.250000 Penalty: 4680.592773
	Iteration 13Q: 3 clusters Score -1400397 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1400682.625000 Penalty: 4680.592773
	Iteration 14Q: 3 clusters Score -1400683 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1400921.125000 Penalty: 4680.592773
	Iteration 15Q: 3 clusters Score -1400921 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1401093.625000 Penalty: 4680.592773
	Iteration 16Q: 3 clusters Score -1401094 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1401197.875000 Penalty: 4680.592773
	Iteration 17Q: 3 clusters Score -1401198 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1401257.375000 Penalty: 4680.592773
	Iteration 18Q: 3 clusters Score -1401257 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1401298.625000 Penalty: 4680.592773
	Iteration 19Q: 3 clusters Score -1401299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1401326.750000 Penalty: 4680.592773
	Iteration 20F: 3 clusters Score -1401327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1401349.375000 Penalty: 4680.592773
	Iteration 21Q: 3 clusters Score -1401349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1401361.250000 Penalty: 4680.592773
	Iteration 22Q: 3 clusters Score -1401361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1401367.250000 Penalty: 4680.592773
	Iteration 23Q: 3 clusters Score -1401367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1401377.125000 Penalty: 4680.592773
	Iteration 24Q: 3 clusters Score -1401377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1401383.500000 Penalty: 4680.592773
	Iteration 25Q: 3 clusters Score -1401384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1401385.500000 Penalty: 4680.592773
	Iteration 26Q: 3 clusters Score -1401386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1401399.125000 Penalty: 4680.592773
	Iteration 27Q: 3 clusters Score -1401399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1401402.125000 Penalty: 4680.592773
	Iteration 28Q: 3 clusters Score -1401402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1401408.000000 Penalty: 4680.592773
	Iteration 29Q: 3 clusters Score -1401408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1401418.375000 Penalty: 4680.592773
	Iteration 30Q: 3 clusters Score -1401418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1401422.000000 Penalty: 4680.592773
	Iteration 31Q: 3 clusters Score -1401422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1401418.625000 Penalty: 4680.592773
	Iteration 32Q: 3 clusters Score -1401419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1401426.625000 Penalty: 4680.592773
	Iteration 33Q: 3 clusters Score -1401427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1401430.250000 Penalty: 4680.592773
	Iteration 34Q: 3 clusters Score -1401430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1401436.250000 Penalty: 4680.592773
	Iteration 35Q: 3 clusters Score -1401436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1401453.375000 Penalty: 4680.592773
	Iteration 36Q: 3 clusters Score -1401453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1401458.000000 Penalty: 4680.592773
	Iteration 37Q: 3 clusters Score -1401458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1401470.625000 Penalty: 4680.592773
	Iteration 38Q: 3 clusters Score -1401471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1401475.125000 Penalty: 4680.592773
	Iteration 39Q: 3 clusters Score -1401475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1401489.250000 Penalty: 4680.592773
	Iteration 40F: 3 clusters Score -1401489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1401491.625000 Penalty: 4680.592773
	Iteration 41Q: 3 clusters Score -1401492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1401502.250000 Penalty: 4680.592773
	Iteration 42Q: 3 clusters Score -1401502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1401507.500000 Penalty: 4680.592773
	Iteration 43Q: 3 clusters Score -1401508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1401507.625000 Penalty: 4680.592773
	Iteration 44Q: 3 clusters Score -1401508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1401507.375000 Penalty: 4680.592773
	Iteration 45Q: 3 clusters Score -1401507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1401511.000000 Penalty: 4680.592773
	Iteration 46Q: 3 clusters Score -1401511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1401517.125000 Penalty: 4680.592773
	Iteration 47Q: 3 clusters Score -1401517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1401512.625000 Penalty: 4680.592773
	Iteration 48Q: 3 clusters Score -1401513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1401520.750000 Penalty: 4680.592773
	Iteration 49Q: 3 clusters Score -1401521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1401523.500000 Penalty: 4680.592773
	Iteration 50Q: 3 clusters Score -1401524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1401524.500000 Penalty: 4680.592773
	Iteration 51Q: 3 clusters Score -1401524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1401527.500000 Penalty: 4680.592773
	Iteration 52Q: 3 clusters Score -1401528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1401523.750000 Penalty: 4680.592773
	Iteration 53Q: 3 clusters Score -1401524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1401527.250000 Penalty: 4680.592773
	Iteration 54Q: 3 clusters Score -1401527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1401527.125000 Penalty: 4680.592773
	Iteration 55Q: 3 clusters Score -1401527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1401527.375000 Penalty: 4680.592773
	Iteration 56Q: 3 clusters Score -1401527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1401531.625000 Penalty: 4680.592773
	Iteration 57Q: 3 clusters Score -1401532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1401532.000000 Penalty: 4680.592773
	Iteration 58Q: 3 clusters Score -1401532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1401530.375000 Penalty: 4680.592773
	Iteration 59Q: 3 clusters Score -1401530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1401530.375000 Penalty: 4680.592773
	Iteration 60F: 3 clusters Score -1401530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 168770 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39321 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166742 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258950 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172575 members 
Mstep: Class 23 contains 27603 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 46533 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73026 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15262 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15103 members 
Mstep: Class 34 contains 28421 members 
Mstep: Class 35 contains 12540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569152.000000 Penalty: 124948.460938
Iteration 279Q: 36 clusters Score -2.055692e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168747 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39323 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166734 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 113489 members 
Mstep: Class 12 contains 258946 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171752 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26211 members 
Mstep: Class 17 contains 81450 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172581 members 
Mstep: Class 23 contains 27596 members 
Mstep: Class 24 contains 10330 members 
Mstep: Class 25 contains 46549 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15271 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15108 members 
Mstep: Class 34 contains 28418 members 
Mstep: Class 35 contains 12545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569136.000000 Penalty: 124948.460938
Iteration 280F: 36 clusters Score -2.055691e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168730 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39327 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166701 members 
Mstep: Class 9 contains 111350 members 
Mstep: Class 10 contains 6147 members 
Mstep: Class 11 contains 113491 members 
Mstep: Class 12 contains 258946 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171751 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26211 members 
Mstep: Class 17 contains 81447 members 
Mstep: Class 18 contains 20963 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172582 members 
Mstep: Class 23 contains 27593 members 
Mstep: Class 24 contains 10320 members 
Mstep: Class 25 contains 46579 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 73030 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15280 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15121 members 
Mstep: Class 34 contains 28419 members 
Mstep: Class 35 contains 12550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569248.000000 Penalty: 124948.460938
Iteration 281Q: 36 clusters Score -2.055692e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168716 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39336 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166677 members 
Mstep: Class 9 contains 111352 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 258951 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171751 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26209 members 
Mstep: Class 17 contains 81449 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172580 members 
Mstep: Class 23 contains 27582 members 
Mstep: Class 24 contains 10314 members 
Mstep: Class 25 contains 46601 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 73023 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15289 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15132 members 
Mstep: Class 34 contains 28412 members 
Mstep: Class 35 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569104.000000 Penalty: 124948.460938
Iteration 282Q: 36 clusters Score -2.055691e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168706 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39342 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166653 members 
Mstep: Class 9 contains 111354 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258953 members 
Mstep: Class 13 contains 32585 members 
Mstep: Class 14 contains 171751 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26207 members 
Mstep: Class 17 contains 81449 members 
Mstep: Class 18 contains 20965 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172579 members 
Mstep: Class 23 contains 27570 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 46613 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 73022 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15139 members 
Mstep: Class 34 contains 28412 members 
Mstep: Class 35 contains 12570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569200.000000 Penalty: 124948.460938
Iteration 283Q: 36 clusters Score -2.055692e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168680 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39347 members 
Mstep: Class 6 contains 15245 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166644 members 
Mstep: Class 9 contains 111357 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 258957 members 
Mstep: Class 13 contains 32593 members 
Mstep: Class 14 contains 171753 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26207 members 
Mstep: Class 17 contains 81451 members 
Mstep: Class 18 contains 20965 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172574 members 
Mstep: Class 23 contains 27557 members 
Mstep: Class 24 contains 10307 members 
Mstep: Class 25 contains 46625 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 73021 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15310 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15148 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569248.000000 Penalty: 124948.460938
Iteration 284Q: 36 clusters Score -2.055692e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168644 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39352 members 
Mstep: Class 6 contains 15246 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166650 members 
Mstep: Class 9 contains 111359 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 258952 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171754 members 
Mstep: Class 15 contains 17074 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 17 contains 81449 members 
Mstep: Class 18 contains 20965 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172577 members 
Mstep: Class 23 contains 27545 members 
Mstep: Class 24 contains 10305 members 
Mstep: Class 25 contains 46645 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 73016 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15322 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15158 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569360.000000 Penalty: 124948.460938
Iteration 285Q: 36 clusters Score -2.055694e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168604 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39358 members 
Mstep: Class 6 contains 15248 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166649 members 
Mstep: Class 9 contains 111358 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258951 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171753 members 
Mstep: Class 15 contains 17074 members 
Mstep: Class 16 contains 26207 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20967 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22501 members 
Mstep: Class 22 contains 172578 members 
Mstep: Class 23 contains 27539 members 
Mstep: Class 24 contains 10304 members 
Mstep: Class 25 contains 46670 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 73016 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15328 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15172 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569040.000000 Penalty: 124948.460938
Iteration 286Q: 36 clusters Score -2.05569e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168571 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39365 members 
Mstep: Class 6 contains 15254 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166658 members 
Mstep: Class 9 contains 111359 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258953 members 
Mstep: Class 13 contains 32581 members 
Mstep: Class 14 contains 171750 members 
Mstep: Class 15 contains 17075 members 
Mstep: Class 16 contains 26206 members 
Mstep: Class 17 contains 81448 members 
Mstep: Class 18 contains 20968 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22503 members 
Mstep: Class 22 contains 172581 members 
Mstep: Class 23 contains 27524 members 
Mstep: Class 24 contains 10305 members 
Mstep: Class 25 contains 46693 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 73005 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15332 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15183 members 
Mstep: Class 34 contains 28412 members 
Mstep: Class 35 contains 12581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569024.000000 Penalty: 124948.460938
Iteration 287Q: 36 clusters Score -2.05569e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168544 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39366 members 
Mstep: Class 6 contains 15257 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166656 members 
Mstep: Class 9 contains 111359 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258962 members 
Mstep: Class 13 contains 32579 members 
Mstep: Class 14 contains 171752 members 
Mstep: Class 15 contains 17075 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 81446 members 
Mstep: Class 18 contains 20971 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22505 members 
Mstep: Class 22 contains 172580 members 
Mstep: Class 23 contains 27500 members 
Mstep: Class 24 contains 10305 members 
Mstep: Class 25 contains 46711 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 73011 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15334 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15192 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569072.000000 Penalty: 124948.460938
Iteration 288Q: 36 clusters Score -2.055691e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168534 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39367 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166652 members 
Mstep: Class 9 contains 111361 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 258955 members 
Mstep: Class 13 contains 32580 members 
Mstep: Class 14 contains 171757 members 
Mstep: Class 15 contains 17075 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 81447 members 
Mstep: Class 18 contains 20973 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172581 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 10304 members 
Mstep: Class 25 contains 46721 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 73012 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15335 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15203 members 
Mstep: Class 34 contains 28414 members 
Mstep: Class 35 contains 12584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569120.000000 Penalty: 124948.460938
Iteration 289Q: 36 clusters Score -2.055691e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168518 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39366 members 
Mstep: Class 6 contains 15259 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166642 members 
Mstep: Class 9 contains 111361 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 258955 members 
Mstep: Class 13 contains 32581 members 
Mstep: Class 14 contains 171761 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 81447 members 
Mstep: Class 18 contains 20976 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172584 members 
Mstep: Class 23 contains 27465 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 46739 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 73010 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 15342 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15212 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569280.000000 Penalty: 124948.460938
Iteration 290Q: 36 clusters Score -2.055693e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168485 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39372 members 
Mstep: Class 6 contains 15260 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166655 members 
Mstep: Class 9 contains 111360 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113494 members 
Mstep: Class 12 contains 258959 members 
Mstep: Class 13 contains 32580 members 
Mstep: Class 14 contains 171762 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26202 members 
Mstep: Class 17 contains 81452 members 
Mstep: Class 18 contains 20976 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172583 members 
Mstep: Class 23 contains 27450 members 
Mstep: Class 24 contains 10309 members 
Mstep: Class 25 contains 46756 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 73004 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 15350 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15218 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569168.000000 Penalty: 124948.460938
Iteration 291Q: 36 clusters Score -2.055692e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168459 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39373 members 
Mstep: Class 6 contains 15259 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166653 members 
Mstep: Class 9 contains 111360 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 258962 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 171766 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26201 members 
Mstep: Class 17 contains 81454 members 
Mstep: Class 18 contains 20975 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 172582 members 
Mstep: Class 23 contains 27435 members 
Mstep: Class 24 contains 10311 members 
Mstep: Class 25 contains 46776 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 73000 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 15355 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15221 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569200.000000 Penalty: 124948.460938
Iteration 292Q: 36 clusters Score -2.055692e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168427 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39375 members 
Mstep: Class 6 contains 15257 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166659 members 
Mstep: Class 9 contains 111362 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 258973 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171765 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26199 members 
Mstep: Class 17 contains 81456 members 
Mstep: Class 18 contains 20975 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22508 members 
Mstep: Class 22 contains 172582 members 
Mstep: Class 23 contains 27418 members 
Mstep: Class 24 contains 10309 members 
Mstep: Class 25 contains 46794 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 72999 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 15358 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15227 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569088.000000 Penalty: 124948.460938
Iteration 293Q: 36 clusters Score -2.055691e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168391 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39378 members 
Mstep: Class 6 contains 15257 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 166664 members 
Mstep: Class 9 contains 111363 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 258976 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171769 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 81456 members 
Mstep: Class 18 contains 20976 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22506 members 
Mstep: Class 22 contains 172583 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 46818 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 72998 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 15366 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15233 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569120.000000 Penalty: 124948.460938
Iteration 294Q: 36 clusters Score -2.055691e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168366 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39382 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166659 members 
Mstep: Class 9 contains 111362 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 113489 members 
Mstep: Class 12 contains 258979 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 171767 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26199 members 
Mstep: Class 17 contains 81459 members 
Mstep: Class 18 contains 20979 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22503 members 
Mstep: Class 22 contains 172582 members 
Mstep: Class 23 contains 27390 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 46838 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72999 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 15371 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15233 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569248.000000 Penalty: 124948.460938
Iteration 295Q: 36 clusters Score -2.055692e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168347 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39383 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166660 members 
Mstep: Class 9 contains 111362 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258982 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171769 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26199 members 
Mstep: Class 17 contains 81462 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22502 members 
Mstep: Class 22 contains 172578 members 
Mstep: Class 23 contains 27384 members 
Mstep: Class 24 contains 10305 members 
Mstep: Class 25 contains 46850 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72993 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 15376 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15232 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569232.000000 Penalty: 124948.460938
Iteration 296Q: 36 clusters Score -2.055692e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168328 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39385 members 
Mstep: Class 6 contains 15261 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166659 members 
Mstep: Class 9 contains 111360 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 258975 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 171772 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 81462 members 
Mstep: Class 18 contains 20988 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22502 members 
Mstep: Class 22 contains 172580 members 
Mstep: Class 23 contains 27372 members 
Mstep: Class 24 contains 10304 members 
Mstep: Class 25 contains 46867 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72989 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 15381 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15232 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569264.000000 Penalty: 124948.460938
Iteration 297Q: 36 clusters Score -2.055693e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168319 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39386 members 
Mstep: Class 6 contains 15262 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166642 members 
Mstep: Class 9 contains 111359 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258977 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171773 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 81464 members 
Mstep: Class 18 contains 20989 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22501 members 
Mstep: Class 22 contains 172576 members 
Mstep: Class 23 contains 27363 members 
Mstep: Class 24 contains 10302 members 
Mstep: Class 25 contains 46887 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72986 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 15393 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15236 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569136.000000 Penalty: 124948.460938
Iteration 298Q: 36 clusters Score -2.055691e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168308 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39387 members 
Mstep: Class 6 contains 15263 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166631 members 
Mstep: Class 9 contains 111357 members 
Mstep: Class 10 contains 6154 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258975 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171773 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 81465 members 
Mstep: Class 18 contains 20990 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22498 members 
Mstep: Class 22 contains 172574 members 
Mstep: Class 23 contains 27353 members 
Mstep: Class 24 contains 10296 members 
Mstep: Class 25 contains 46905 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72990 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 15406 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15239 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569056.000000 Penalty: 124948.460938
Iteration 299Q: 36 clusters Score -2.055691e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168293 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39390 members 
Mstep: Class 6 contains 15262 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166625 members 
Mstep: Class 9 contains 111357 members 
Mstep: Class 10 contains 6156 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258972 members 
Mstep: Class 13 contains 32601 members 
Mstep: Class 14 contains 171773 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 81467 members 
Mstep: Class 18 contains 20989 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22494 members 
Mstep: Class 22 contains 172573 members 
Mstep: Class 23 contains 27340 members 
Mstep: Class 24 contains 10291 members 
Mstep: Class 25 contains 46917 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 72990 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 15418 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15246 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569152.000000 Penalty: 124948.460938
Iteration 300F: 36 clusters Score -2.055692e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168274 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39393 members 
Mstep: Class 6 contains 15264 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166624 members 
Mstep: Class 9 contains 111354 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258971 members 
Mstep: Class 13 contains 32604 members 
Mstep: Class 14 contains 171773 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 81467 members 
Mstep: Class 18 contains 20991 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22487 members 
Mstep: Class 22 contains 172569 members 
Mstep: Class 23 contains 27328 members 
Mstep: Class 24 contains 10284 members 
Mstep: Class 25 contains 46927 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 72991 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 15432 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15251 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569024.000000 Penalty: 124948.460938
Iteration 301Q: 36 clusters Score -2.05569e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168255 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39393 members 
Mstep: Class 6 contains 15263 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166626 members 
Mstep: Class 9 contains 111352 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113501 members 
Mstep: Class 12 contains 258976 members 
Mstep: Class 13 contains 32605 members 
Mstep: Class 14 contains 171774 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26195 members 
Mstep: Class 17 contains 81471 members 
Mstep: Class 18 contains 20993 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22482 members 
Mstep: Class 22 contains 172566 members 
Mstep: Class 23 contains 27312 members 
Mstep: Class 24 contains 10274 members 
Mstep: Class 25 contains 46937 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 72987 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15451 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15253 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568992.000000 Penalty: 124948.460938
Iteration 302Q: 36 clusters Score -2.05569e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168232 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39394 members 
Mstep: Class 6 contains 15265 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166631 members 
Mstep: Class 9 contains 111354 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258981 members 
Mstep: Class 13 contains 32610 members 
Mstep: Class 14 contains 171776 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 81473 members 
Mstep: Class 18 contains 20993 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 27293 members 
Mstep: Class 24 contains 10270 members 
Mstep: Class 25 contains 46945 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 72986 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15466 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15258 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568944.000000 Penalty: 124948.460938
Iteration 303Q: 36 clusters Score -2.055689e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168217 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39395 members 
Mstep: Class 6 contains 15267 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166632 members 
Mstep: Class 9 contains 111351 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258985 members 
Mstep: Class 13 contains 32613 members 
Mstep: Class 14 contains 171780 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 81473 members 
Mstep: Class 18 contains 20994 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 27280 members 
Mstep: Class 24 contains 10265 members 
Mstep: Class 25 contains 46947 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 72987 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 15472 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15270 members 
Mstep: Class 34 contains 28414 members 
Mstep: Class 35 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568992.000000 Penalty: 124948.460938
Iteration 304Q: 36 clusters Score -2.05569e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 168198 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 39398 members 
Mstep: Class 6 contains 15266 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166642 members 
Mstep: Class 9 contains 111350 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113502 members 
Mstep: Class 12 contains 258993 members 
Mstep: Class 13 contains 32613 members 
Mstep: Class 14 contains 171778 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 81474 members 
Mstep: Class 18 contains 20992 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22471 members 
Mstep: Class 22 contains 172563 members 
Mstep: Class 23 contains 27272 members 
Mstep: Class 24 contains 10264 members 
Mstep: Class 25 contains 46951 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 72984 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 15479 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15280 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569152.000000 Penalty: 124948.460938
Iteration 305Q: 36 clusters Score -2.055692e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 168167 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 39401 members 
Mstep: Class 6 contains 15263 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166653 members 
Mstep: Class 9 contains 111349 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113502 members 
Mstep: Class 12 contains 259001 members 
Mstep: Class 13 contains 32613 members 
Mstep: Class 14 contains 171780 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 81475 members 
Mstep: Class 18 contains 20992 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22471 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 27250 members 
Mstep: Class 24 contains 10265 members 
Mstep: Class 25 contains 46964 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 72982 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 15489 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15291 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569088.000000 Penalty: 124948.460938
Iteration 306Q: 36 clusters Score -2.055691e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 168150 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39405 members 
Mstep: Class 6 contains 15266 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166652 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 259006 members 
Mstep: Class 13 contains 32604 members 
Mstep: Class 14 contains 171782 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26195 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 20995 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22471 members 
Mstep: Class 22 contains 172566 members 
Mstep: Class 23 contains 27229 members 
Mstep: Class 24 contains 10262 members 
Mstep: Class 25 contains 46969 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 72980 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15300 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569152.000000 Penalty: 124948.460938
Iteration 307Q: 36 clusters Score -2.055692e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 168141 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39408 members 
Mstep: Class 6 contains 15266 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166644 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113501 members 
Mstep: Class 12 contains 259012 members 
Mstep: Class 13 contains 32603 members 
Mstep: Class 14 contains 171787 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 81480 members 
Mstep: Class 18 contains 20996 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 172568 members 
Mstep: Class 23 contains 27191 members 
Mstep: Class 24 contains 10259 members 
Mstep: Class 25 contains 46983 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 72982 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 15519 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15311 members 
Mstep: Class 34 contains 28409 members 
Mstep: Class 35 contains 12665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569312.000000 Penalty: 124948.460938
Iteration 308Q: 36 clusters Score -2.055693e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168134 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39410 members 
Mstep: Class 6 contains 15268 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166631 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113503 members 
Mstep: Class 12 contains 259014 members 
Mstep: Class 13 contains 32603 members 
Mstep: Class 14 contains 171792 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26192 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 20998 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22472 members 
Mstep: Class 22 contains 172568 members 
Mstep: Class 23 contains 27165 members 
Mstep: Class 24 contains 10259 members 
Mstep: Class 25 contains 46991 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 72983 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 15528 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15324 members 
Mstep: Class 34 contains 28408 members 
Mstep: Class 35 contains 12671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569328.000000 Penalty: 124948.460938
Iteration 309Q: 36 clusters Score -2.055693e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168123 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39411 members 
Mstep: Class 6 contains 15271 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166619 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113502 members 
Mstep: Class 12 contains 259029 members 
Mstep: Class 13 contains 32607 members 
Mstep: Class 14 contains 171791 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26192 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22470 members 
Mstep: Class 22 contains 172568 members 
Mstep: Class 23 contains 27142 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 46994 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 72981 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 15530 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15337 members 
Mstep: Class 34 contains 28409 members 
Mstep: Class 35 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569328.000000 Penalty: 124948.460938
Iteration 310Q: 36 clusters Score -2.055693e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168114 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 15273 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166613 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 259031 members 
Mstep: Class 13 contains 32603 members 
Mstep: Class 14 contains 171788 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26190 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22469 members 
Mstep: Class 22 contains 172569 members 
Mstep: Class 23 contains 27135 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 46998 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 72983 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 15530 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15347 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569408.000000 Penalty: 124948.460938
Iteration 311Q: 36 clusters Score -2.055694e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168105 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166600 members 
Mstep: Class 9 contains 111344 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 259036 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 171791 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26188 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 172570 members 
Mstep: Class 23 contains 27121 members 
Mstep: Class 24 contains 10258 members 
Mstep: Class 25 contains 47010 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 72988 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 15531 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15357 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569296.000000 Penalty: 124948.460938
Iteration 312Q: 36 clusters Score -2.055693e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168099 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39415 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166591 members 
Mstep: Class 9 contains 111348 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259046 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171793 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26185 members 
Mstep: Class 17 contains 81488 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 172569 members 
Mstep: Class 23 contains 27096 members 
Mstep: Class 24 contains 10258 members 
Mstep: Class 25 contains 47026 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 72986 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 15532 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15374 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569360.000000 Penalty: 124948.460938
Iteration 313Q: 36 clusters Score -2.055694e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168090 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166578 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259052 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 171795 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26183 members 
Mstep: Class 17 contains 81490 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 172569 members 
Mstep: Class 23 contains 27088 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 47040 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 72989 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 15535 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15380 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569328.000000 Penalty: 124948.460938
Iteration 314Q: 36 clusters Score -2.055693e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 168090 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 15280 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166569 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 259047 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 171796 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26183 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 20998 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 172569 members 
Mstep: Class 23 contains 27076 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 47051 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 72989 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 15538 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15385 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569424.000000 Penalty: 124948.460938
Iteration 315Q: 36 clusters Score -2.055694e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168076 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39413 members 
Mstep: Class 6 contains 15280 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166576 members 
Mstep: Class 9 contains 111348 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 259047 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171797 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26183 members 
Mstep: Class 17 contains 81489 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22462 members 
Mstep: Class 22 contains 172559 members 
Mstep: Class 23 contains 27064 members 
Mstep: Class 24 contains 10256 members 
Mstep: Class 25 contains 47060 members 
Mstep: Class 26 contains 8234 members 
Mstep: Class 27 contains 72992 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 15544 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15397 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569392.000000 Penalty: 124948.460938
Iteration 316Q: 36 clusters Score -2.055694e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168063 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39415 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166566 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113494 members 
Mstep: Class 12 contains 259049 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171797 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22457 members 
Mstep: Class 22 contains 172556 members 
Mstep: Class 23 contains 27054 members 
Mstep: Class 24 contains 10254 members 
Mstep: Class 25 contains 47076 members 
Mstep: Class 26 contains 8236 members 
Mstep: Class 27 contains 72995 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5492 members 
Mstep: Class 30 contains 15551 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15406 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569328.000000 Penalty: 124948.460938
Iteration 317Q: 36 clusters Score -2.055693e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 168039 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39417 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166572 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 259058 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 171800 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 27037 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 47086 members 
Mstep: Class 26 contains 8236 members 
Mstep: Class 27 contains 73000 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 15554 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15423 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569344.000000 Penalty: 124948.460938
Iteration 318Q: 36 clusters Score -2.055693e+08 nChanged 125
Entering ConstructFrom: 
Score: -205569344.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (46938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Entering Unmasked Estep 
Score: -5506474.500000 Penalty: 2667.632568
	Iteration 0F: 2 clusters Score -5506474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -5474909.500000 Penalty: 5335.265137
	Iteration 0F: 3 clusters Score -5474910 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -5487566.500000 Penalty: 5335.265137
	Iteration 1F: 3 clusters Score -5487566 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5488932.500000 Penalty: 5335.265137
	Iteration 2F: 3 clusters Score -5488932 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -5490781.000000 Penalty: 5335.265137
	Iteration 3F: 3 clusters Score -5490781 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5492903.000000 Penalty: 5335.265137
	Iteration 4F: 3 clusters Score -5492903 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -5495050.000000 Penalty: 5335.265137
	Iteration 5F: 3 clusters Score -5495050 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -5496909.000000 Penalty: 5335.265137
	Iteration 6F: 3 clusters Score -5496909 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -5498236.500000 Penalty: 5335.265137
	Iteration 7F: 3 clusters Score -5498236 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5499407.500000 Penalty: 5335.265137
	Iteration 8Q: 3 clusters Score -5499408 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5500332.500000 Penalty: 5335.265137
	Iteration 9Q: 3 clusters Score -5500332 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5501128.500000 Penalty: 5335.265137
	Iteration 10Q: 3 clusters Score -5501128 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5501843.000000 Penalty: 5335.265137
	Iteration 11Q: 3 clusters Score -5501843 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5502506.000000 Penalty: 5335.265137
	Iteration 12Q: 3 clusters Score -5502506 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -5503053.000000 Penalty: 5335.265137
	Iteration 13Q: 3 clusters Score -5503053 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -5503481.500000 Penalty: 5335.265137
	Iteration 14Q: 3 clusters Score -5503482 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -5503745.000000 Penalty: 5335.265137
	Iteration 15Q: 3 clusters Score -5503745 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5503966.500000 Penalty: 5335.265137
	Iteration 16Q: 3 clusters Score -5503966 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -5504121.500000 Penalty: 5335.265137
	Iteration 17Q: 3 clusters Score -5504122 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -5504230.500000 Penalty: 5335.265137
	Iteration 18Q: 3 clusters Score -5504230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -5504319.000000 Penalty: 5335.265137
	Iteration 19Q: 3 clusters Score -5504319 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5504355.500000 Penalty: 5335.265137
	Iteration 20F: 3 clusters Score -5504356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -5504382.000000 Penalty: 5335.265137
	Iteration 21Q: 3 clusters Score -5504382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -5504404.000000 Penalty: 5335.265137
	Iteration 22Q: 3 clusters Score -5504404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5504408.000000 Penalty: 5335.265137
	Iteration 23Q: 3 clusters Score -5504408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5504423.000000 Penalty: 5335.265137
	Iteration 24Q: 3 clusters Score -5504423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -5504430.500000 Penalty: 5335.265137
	Iteration 25Q: 3 clusters Score -5504430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -5504445.500000 Penalty: 5335.265137
	Iteration 26Q: 3 clusters Score -5504446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5504451.500000 Penalty: 5335.265137
	Iteration 27Q: 3 clusters Score -5504452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5504460.000000 Penalty: 5335.265137
	Iteration 28Q: 3 clusters Score -5504460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -5504472.000000 Penalty: 5335.265137
	Iteration 29Q: 3 clusters Score -5504472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5504478.500000 Penalty: 5335.265137
	Iteration 30Q: 3 clusters Score -5504478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -5504477.500000 Penalty: 5335.265137
	Iteration 31Q: 3 clusters Score -5504478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -5504482.000000 Penalty: 5335.265137
	Iteration 32Q: 3 clusters Score -5504482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5504483.000000 Penalty: 5335.265137
	Iteration 33Q: 3 clusters Score -5504483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5504480.500000 Penalty: 5335.265137
	Iteration 34Q: 3 clusters Score -5504480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5504480.500000 Penalty: 5335.265137
	Iteration 35F: 3 clusters Score -5504480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -771553.000000 Penalty: 2179.419678
	Iteration 0F: 2 clusters Score -771553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -766060.125000 Penalty: 4358.839355
	Iteration 0F: 3 clusters Score -766060.1 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -767591.437500 Penalty: 4358.839355
	Iteration 1F: 3 clusters Score -767591.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -767968.250000 Penalty: 4358.839355
	Iteration 2F: 3 clusters Score -767968.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -768295.687500 Penalty: 4358.839355
	Iteration 3F: 3 clusters Score -768295.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -768604.375000 Penalty: 4358.839355
	Iteration 4F: 3 clusters Score -768604.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -768863.562500 Penalty: 4358.839355
	Iteration 5F: 3 clusters Score -768863.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -769100.750000 Penalty: 4358.839355
	Iteration 6Q: 3 clusters Score -769100.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -769277.187500 Penalty: 4358.839355
	Iteration 7Q: 3 clusters Score -769277.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -769416.500000 Penalty: 4358.839355
	Iteration 8Q: 3 clusters Score -769416.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -769522.562500 Penalty: 4358.839355
	Iteration 9Q: 3 clusters Score -769522.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -769622.750000 Penalty: 4358.839355
	Iteration 10Q: 3 clusters Score -769622.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -769699.937500 Penalty: 4358.839355
	Iteration 11Q: 3 clusters Score -769699.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -769748.812500 Penalty: 4358.839355
	Iteration 12Q: 3 clusters Score -769748.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -769786.250000 Penalty: 4358.839355
	Iteration 13Q: 3 clusters Score -769786.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -769816.125000 Penalty: 4358.839355
	Iteration 14Q: 3 clusters Score -769816.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -769836.625000 Penalty: 4358.839355
	Iteration 15Q: 3 clusters Score -769836.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -769859.312500 Penalty: 4358.839355
	Iteration 16Q: 3 clusters Score -769859.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -769878.375000 Penalty: 4358.839355
	Iteration 17Q: 3 clusters Score -769878.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -769892.625000 Penalty: 4358.839355
	Iteration 18Q: 3 clusters Score -769892.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -769902.187500 Penalty: 4358.839355
	Iteration 19Q: 3 clusters Score -769902.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -769913.250000 Penalty: 4358.839355
	Iteration 20F: 3 clusters Score -769913.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -769921.875000 Penalty: 4358.839355
	Iteration 21Q: 3 clusters Score -769921.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -769931.875000 Penalty: 4358.839355
	Iteration 22Q: 3 clusters Score -769931.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -769939.000000 Penalty: 4358.839355
	Iteration 23Q: 3 clusters Score -769939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -769946.562500 Penalty: 4358.839355
	Iteration 24Q: 3 clusters Score -769946.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -769951.187500 Penalty: 4358.839355
	Iteration 25Q: 3 clusters Score -769951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -769953.750000 Penalty: 4358.839355
	Iteration 26Q: 3 clusters Score -769953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -769957.812500 Penalty: 4358.839355
	Iteration 27Q: 3 clusters Score -769957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -769959.937500 Penalty: 4358.839355
	Iteration 28Q: 3 clusters Score -769959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -769961.500000 Penalty: 4358.839355
	Iteration 29Q: 3 clusters Score -769961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -769962.875000 Penalty: 4358.839355
	Iteration 30Q: 3 clusters Score -769962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -769962.062500 Penalty: 4358.839355
	Iteration 31Q: 3 clusters Score -769962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -769963.437500 Penalty: 4358.839355
	Iteration 32Q: 3 clusters Score -769963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -769964.125000 Penalty: 4358.839355
	Iteration 33Q: 3 clusters Score -769964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -769965.250000 Penalty: 4358.839355
	Iteration 34Q: 3 clusters Score -769965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -769966.562500 Penalty: 4358.839355
	Iteration 35Q: 3 clusters Score -769966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -769966.187500 Penalty: 4358.839355
	Iteration 36Q: 3 clusters Score -769966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -769967.812500 Penalty: 4358.839355
	Iteration 37Q: 3 clusters Score -769967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -769968.062500 Penalty: 4358.839355
	Iteration 38Q: 3 clusters Score -769968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -769970.437500 Penalty: 4358.839355
	Iteration 39Q: 3 clusters Score -769970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -769973.437500 Penalty: 4358.839355
	Iteration 40F: 3 clusters Score -769973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -769973.750000 Penalty: 4358.839355
	Iteration 41Q: 3 clusters Score -769973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -769978.062500 Penalty: 4358.839355
	Iteration 42Q: 3 clusters Score -769978.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -769979.875000 Penalty: 4358.839355
	Iteration 43Q: 3 clusters Score -769979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -769982.312500 Penalty: 4358.839355
	Iteration 44Q: 3 clusters Score -769982.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -769985.125000 Penalty: 4358.839355
	Iteration 45Q: 3 clusters Score -769985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -769989.250000 Penalty: 4358.839355
	Iteration 46Q: 3 clusters Score -769989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -769991.062500 Penalty: 4358.839355
	Iteration 47Q: 3 clusters Score -769991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -769993.812500 Penalty: 4358.839355
	Iteration 48Q: 3 clusters Score -769993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -770002.187500 Penalty: 4358.839355
	Iteration 49Q: 3 clusters Score -770002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -770008.437500 Penalty: 4358.839355
	Iteration 50Q: 3 clusters Score -770008.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -770016.125000 Penalty: 4358.839355
	Iteration 51Q: 3 clusters Score -770016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -770020.125000 Penalty: 4358.839355
	Iteration 52Q: 3 clusters Score -770020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -770027.812500 Penalty: 4358.839355
	Iteration 53Q: 3 clusters Score -770027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -770033.562500 Penalty: 4358.839355
	Iteration 54Q: 3 clusters Score -770033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -770034.000000 Penalty: 4358.839355
	Iteration 55Q: 3 clusters Score -770034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -770038.250000 Penalty: 4358.839355
	Iteration 56Q: 3 clusters Score -770038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -770042.937500 Penalty: 4358.839355
	Iteration 57Q: 3 clusters Score -770042.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -770048.250000 Penalty: 4358.839355
	Iteration 58Q: 3 clusters Score -770048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -770051.687500 Penalty: 4358.839355
	Iteration 59Q: 3 clusters Score -770051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -770052.937500 Penalty: 4358.839355
	Iteration 60F: 3 clusters Score -770052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -770055.437500 Penalty: 4358.839355
	Iteration 61Q: 3 clusters Score -770055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -770057.250000 Penalty: 4358.839355
	Iteration 62Q: 3 clusters Score -770057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -770061.125000 Penalty: 4358.839355
	Iteration 63Q: 3 clusters Score -770061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -770064.312500 Penalty: 4358.839355
	Iteration 64Q: 3 clusters Score -770064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -770066.812500 Penalty: 4358.839355
	Iteration 65Q: 3 clusters Score -770066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -770068.250000 Penalty: 4358.839355
	Iteration 66Q: 3 clusters Score -770068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -770068.437500 Penalty: 4358.839355
	Iteration 67Q: 3 clusters Score -770068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -770068.937500 Penalty: 4358.839355
	Iteration 68Q: 3 clusters Score -770068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -770070.562500 Penalty: 4358.839355
	Iteration 69Q: 3 clusters Score -770070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -770070.500000 Penalty: 4358.839355
	Iteration 70Q: 3 clusters Score -770070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -770068.750000 Penalty: 4358.839355
	Iteration 71Q: 3 clusters Score -770068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -770068.750000 Penalty: 4358.839355
	Iteration 72F: 3 clusters Score -770068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Entering Unmasked Estep 
Score: -20179636.000000 Penalty: 2983.885498
	Iteration 0F: 2 clusters Score -2.017964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -20070402.000000 Penalty: 5967.770996
	Iteration 0F: 3 clusters Score -2.00704e+07 nChanged 80685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -20117270.000000 Penalty: 5967.770996
	Iteration 1F: 3 clusters Score -2.011727e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -20118428.000000 Penalty: 5967.770996
	Iteration 2Q: 3 clusters Score -2.011843e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -20119816.000000 Penalty: 5967.770996
	Iteration 3Q: 3 clusters Score -2.011982e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -20121764.000000 Penalty: 5967.770996
	Iteration 4Q: 3 clusters Score -2.012176e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -20124794.000000 Penalty: 5967.770996
	Iteration 5Q: 3 clusters Score -2.012479e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -20128946.000000 Penalty: 5967.770996
	Iteration 6Q: 3 clusters Score -2.012895e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -20134778.000000 Penalty: 5967.770996
	Iteration 7F: 3 clusters Score -2.013478e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -20141724.000000 Penalty: 5967.770996
	Iteration 8F: 3 clusters Score -2.014172e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117555 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -20149006.000000 Penalty: 5967.770996
	Iteration 9F: 3 clusters Score -2.014901e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123660 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -20155532.000000 Penalty: 5967.770996
	Iteration 10F: 3 clusters Score -2.015553e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128594 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -20160338.000000 Penalty: 5967.770996
	Iteration 11Q: 3 clusters Score -2.016034e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -20163548.000000 Penalty: 5967.770996
	Iteration 12Q: 3 clusters Score -2.016355e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135640 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -20165710.000000 Penalty: 5967.770996
	Iteration 13Q: 3 clusters Score -2.016571e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138425 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -20167462.000000 Penalty: 5967.770996
	Iteration 14Q: 3 clusters Score -2.016746e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140860 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -20168760.000000 Penalty: 5967.770996
	Iteration 15Q: 3 clusters Score -2.016876e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -20169710.000000 Penalty: 5967.770996
	Iteration 16Q: 3 clusters Score -2.016971e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -20170626.000000 Penalty: 5967.770996
	Iteration 17Q: 3 clusters Score -2.017063e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147456 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -20171536.000000 Penalty: 5967.770996
	Iteration 18Q: 3 clusters Score -2.017154e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -20172488.000000 Penalty: 5967.770996
	Iteration 19Q: 3 clusters Score -2.017249e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -20173260.000000 Penalty: 5967.770996
	Iteration 20F: 3 clusters Score -2.017326e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -20173876.000000 Penalty: 5967.770996
	Iteration 21Q: 3 clusters Score -2.017388e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -20174498.000000 Penalty: 5967.770996
	Iteration 22Q: 3 clusters Score -2.01745e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157142 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -20175176.000000 Penalty: 5967.770996
	Iteration 23Q: 3 clusters Score -2.017518e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -20175686.000000 Penalty: 5967.770996
	Iteration 24Q: 3 clusters Score -2.017569e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160031 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -20176152.000000 Penalty: 5967.770996
	Iteration 25Q: 3 clusters Score -2.017615e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161169 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -20176520.000000 Penalty: 5967.770996
	Iteration 26Q: 3 clusters Score -2.017652e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162156 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -20176748.000000 Penalty: 5967.770996
	Iteration 27Q: 3 clusters Score -2.017675e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -20176932.000000 Penalty: 5967.770996
	Iteration 28Q: 3 clusters Score -2.017693e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -20177108.000000 Penalty: 5967.770996
	Iteration 29Q: 3 clusters Score -2.017711e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164030 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -20177162.000000 Penalty: 5967.770996
	Iteration 30Q: 3 clusters Score -2.017716e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164442 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -20177268.000000 Penalty: 5967.770996
	Iteration 31Q: 3 clusters Score -2.017727e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164772 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -20177406.000000 Penalty: 5967.770996
	Iteration 32Q: 3 clusters Score -2.017741e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165054 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -20177444.000000 Penalty: 5967.770996
	Iteration 33Q: 3 clusters Score -2.017744e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165283 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -20177478.000000 Penalty: 5967.770996
	Iteration 34Q: 3 clusters Score -2.017748e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20177516.000000 Penalty: 5967.770996
	Iteration 35Q: 3 clusters Score -2.017752e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -20177554.000000 Penalty: 5967.770996
	Iteration 36Q: 3 clusters Score -2.017755e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165715 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20177632.000000 Penalty: 5967.770996
	Iteration 37Q: 3 clusters Score -2.017763e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -20177632.000000 Penalty: 5967.770996
	Iteration 38Q: 3 clusters Score -2.017763e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20177688.000000 Penalty: 5967.770996
	Iteration 39Q: 3 clusters Score -2.017769e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20177674.000000 Penalty: 5967.770996
	Iteration 40F: 3 clusters Score -2.017767e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166023 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20177670.000000 Penalty: 5967.770996
	Iteration 41Q: 3 clusters Score -2.017767e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166068 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -20177686.000000 Penalty: 5967.770996
	Iteration 42Q: 3 clusters Score -2.017769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20177698.000000 Penalty: 5967.770996
	Iteration 43Q: 3 clusters Score -2.01777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166135 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20177718.000000 Penalty: 5967.770996
	Iteration 44Q: 3 clusters Score -2.017772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20177738.000000 Penalty: 5967.770996
	Iteration 45Q: 3 clusters Score -2.017774e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166202 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -20177744.000000 Penalty: 5967.770996
	Iteration 46Q: 3 clusters Score -2.017774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166225 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20177730.000000 Penalty: 5967.770996
	Iteration 47Q: 3 clusters Score -2.017773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -20177736.000000 Penalty: 5967.770996
	Iteration 48Q: 3 clusters Score -2.017774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166268 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -20177740.000000 Penalty: 5967.770996
	Iteration 49Q: 3 clusters Score -2.017774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -20177734.000000 Penalty: 5967.770996
	Iteration 50Q: 3 clusters Score -2.017773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -20177742.000000 Penalty: 5967.770996
	Iteration 51Q: 3 clusters Score -2.017774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20177750.000000 Penalty: 5967.770996
	Iteration 52Q: 3 clusters Score -2.017775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166323 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20177744.000000 Penalty: 5967.770996
	Iteration 53Q: 3 clusters Score -2.017774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20177740.000000 Penalty: 5967.770996
	Iteration 54Q: 3 clusters Score -2.017774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -20177742.000000 Penalty: 5967.770996
	Iteration 55Q: 3 clusters Score -2.017774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -20177734.000000 Penalty: 5967.770996
	Iteration 56Q: 3 clusters Score -2.017773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20177734.000000 Penalty: 5967.770996
	Iteration 57Q: 3 clusters Score -2.017773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -20177750.000000 Penalty: 5967.770996
	Iteration 58Q: 3 clusters Score -2.017775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -20177754.000000 Penalty: 5967.770996
	Iteration 59Q: 3 clusters Score -2.017775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -20177750.000000 Penalty: 5967.770996
	Iteration 60F: 3 clusters Score -2.017775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20177752.000000 Penalty: 5967.770996
	Iteration 61Q: 3 clusters Score -2.017775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -20177748.000000 Penalty: 5967.770996
	Iteration 62Q: 3 clusters Score -2.017775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20177758.000000 Penalty: 5967.770996
	Iteration 63Q: 3 clusters Score -2.017776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166401 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -20177752.000000 Penalty: 5967.770996
	Iteration 64Q: 3 clusters Score -2.017775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166410 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -20177742.000000 Penalty: 5967.770996
	Iteration 65Q: 3 clusters Score -2.017774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20177738.000000 Penalty: 5967.770996
	Iteration 66Q: 3 clusters Score -2.017774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -20177728.000000 Penalty: 5967.770996
	Iteration 67Q: 3 clusters Score -2.017773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166435 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -20177744.000000 Penalty: 5967.770996
	Iteration 68Q: 3 clusters Score -2.017774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20177748.000000 Penalty: 5967.770996
	Iteration 69Q: 3 clusters Score -2.017775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -20177732.000000 Penalty: 5967.770996
	Iteration 70Q: 3 clusters Score -2.017773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166471 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -20177736.000000 Penalty: 5967.770996
	Iteration 71Q: 3 clusters Score -2.017774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -20177744.000000 Penalty: 5967.770996
	Iteration 72Q: 3 clusters Score -2.017774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166483 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20177754.000000 Penalty: 5967.770996
	Iteration 73Q: 3 clusters Score -2.017775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166487 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -20177762.000000 Penalty: 5967.770996
	Iteration 74Q: 3 clusters Score -2.017776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166489 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20177760.000000 Penalty: 5967.770996
	Iteration 75Q: 3 clusters Score -2.017776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166488 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -20177752.000000 Penalty: 5967.770996
	Iteration 76Q: 3 clusters Score -2.017775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20177750.000000 Penalty: 5967.770996
	Iteration 77Q: 3 clusters Score -2.017775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20177758.000000 Penalty: 5967.770996
	Iteration 78Q: 3 clusters Score -2.017776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -20177752.000000 Penalty: 5967.770996
	Iteration 79Q: 3 clusters Score -2.017775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166500 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20177758.000000 Penalty: 5967.770996
	Iteration 80F: 3 clusters Score -2.017776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166503 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -20177756.000000 Penalty: 5967.770996
	Iteration 81Q: 3 clusters Score -2.017776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20177750.000000 Penalty: 5967.770996
	Iteration 82Q: 3 clusters Score -2.017775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -20177754.000000 Penalty: 5967.770996
	Iteration 83Q: 3 clusters Score -2.017775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166510 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20177734.000000 Penalty: 5967.770996
	Iteration 84Q: 3 clusters Score -2.017773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166510 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20177734.000000 Penalty: 5967.770996
	Iteration 85F: 3 clusters Score -2.017773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Entering Unmasked Estep 
Score: -5420597.000000 Penalty: 2656.342041
	Iteration 0F: 2 clusters Score -5420597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5390462.000000 Penalty: 5312.684082
	Iteration 0F: 3 clusters Score -5390462 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5401698.000000 Penalty: 5312.684082
	Iteration 1F: 3 clusters Score -5401698 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5402201.500000 Penalty: 5312.684082
	Iteration 2Q: 3 clusters Score -5402202 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5402670.500000 Penalty: 5312.684082
	Iteration 3Q: 3 clusters Score -5402670 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -5403153.000000 Penalty: 5312.684082
	Iteration 4Q: 3 clusters Score -5403153 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5403808.500000 Penalty: 5312.684082
	Iteration 5Q: 3 clusters Score -5403808 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5404608.000000 Penalty: 5312.684082
	Iteration 6Q: 3 clusters Score -5404608 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5405930.000000 Penalty: 5312.684082
	Iteration 7F: 3 clusters Score -5405930 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -5407739.000000 Penalty: 5312.684082
	Iteration 8F: 3 clusters Score -5407739 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5409943.500000 Penalty: 5312.684082
	Iteration 9F: 3 clusters Score -5409944 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -5412045.000000 Penalty: 5312.684082
	Iteration 10F: 3 clusters Score -5412045 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -5413817.000000 Penalty: 5312.684082
	Iteration 11Q: 3 clusters Score -5413817 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -5415071.000000 Penalty: 5312.684082
	Iteration 12Q: 3 clusters Score -5415071 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5415824.500000 Penalty: 5312.684082
	Iteration 13Q: 3 clusters Score -5415824 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5416327.000000 Penalty: 5312.684082
	Iteration 14Q: 3 clusters Score -5416327 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5416689.000000 Penalty: 5312.684082
	Iteration 15Q: 3 clusters Score -5416689 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -5416946.500000 Penalty: 5312.684082
	Iteration 16Q: 3 clusters Score -5416946 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5417138.000000 Penalty: 5312.684082
	Iteration 17Q: 3 clusters Score -5417138 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5417342.500000 Penalty: 5312.684082
	Iteration 18Q: 3 clusters Score -5417342 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5417526.000000 Penalty: 5312.684082
	Iteration 19Q: 3 clusters Score -5417526 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5417666.500000 Penalty: 5312.684082
	Iteration 20F: 3 clusters Score -5417666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5417790.500000 Penalty: 5312.684082
	Iteration 21Q: 3 clusters Score -5417790 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5417889.000000 Penalty: 5312.684082
	Iteration 22Q: 3 clusters Score -5417889 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5417971.500000 Penalty: 5312.684082
	Iteration 23Q: 3 clusters Score -5417972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5418033.500000 Penalty: 5312.684082
	Iteration 24Q: 3 clusters Score -5418034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5418100.500000 Penalty: 5312.684082
	Iteration 25Q: 3 clusters Score -5418100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5418142.000000 Penalty: 5312.684082
	Iteration 26Q: 3 clusters Score -5418142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5418175.500000 Penalty: 5312.684082
	Iteration 27Q: 3 clusters Score -5418176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5418196.000000 Penalty: 5312.684082
	Iteration 28Q: 3 clusters Score -5418196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5418226.500000 Penalty: 5312.684082
	Iteration 29Q: 3 clusters Score -5418226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5418243.500000 Penalty: 5312.684082
	Iteration 30Q: 3 clusters Score -5418244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5418258.500000 Penalty: 5312.684082
	Iteration 31Q: 3 clusters Score -5418258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5418273.000000 Penalty: 5312.684082
	Iteration 32Q: 3 clusters Score -5418273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5418300.000000 Penalty: 5312.684082
	Iteration 33Q: 3 clusters Score -5418300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5418319.500000 Penalty: 5312.684082
	Iteration 34Q: 3 clusters Score -5418320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5418317.500000 Penalty: 5312.684082
	Iteration 35Q: 3 clusters Score -5418318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5418331.500000 Penalty: 5312.684082
	Iteration 36Q: 3 clusters Score -5418332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5418328.500000 Penalty: 5312.684082
	Iteration 37Q: 3 clusters Score -5418328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5418327.000000 Penalty: 5312.684082
	Iteration 38Q: 3 clusters Score -5418327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5418322.000000 Penalty: 5312.684082
	Iteration 39Q: 3 clusters Score -5418322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5418328.500000 Penalty: 5312.684082
	Iteration 40F: 3 clusters Score -5418328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5418333.000000 Penalty: 5312.684082
	Iteration 41Q: 3 clusters Score -5418333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5418336.500000 Penalty: 5312.684082
	Iteration 42Q: 3 clusters Score -5418336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5418351.000000 Penalty: 5312.684082
	Iteration 43Q: 3 clusters Score -5418351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5418351.000000 Penalty: 5312.684082
	Iteration 44Q: 3 clusters Score -5418351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5418352.000000 Penalty: 5312.684082
	Iteration 45Q: 3 clusters Score -5418352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5418356.500000 Penalty: 5312.684082
	Iteration 46Q: 3 clusters Score -5418356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5418364.000000 Penalty: 5312.684082
	Iteration 47Q: 3 clusters Score -5418364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5418365.000000 Penalty: 5312.684082
	Iteration 48Q: 3 clusters Score -5418365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5418370.000000 Penalty: 5312.684082
	Iteration 49Q: 3 clusters Score -5418370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5418379.000000 Penalty: 5312.684082
	Iteration 50Q: 3 clusters Score -5418379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5418395.000000 Penalty: 5312.684082
	Iteration 51Q: 3 clusters Score -5418395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5418401.000000 Penalty: 5312.684082
	Iteration 52Q: 3 clusters Score -5418401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5418402.000000 Penalty: 5312.684082
	Iteration 53Q: 3 clusters Score -5418402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5418403.500000 Penalty: 5312.684082
	Iteration 54Q: 3 clusters Score -5418404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5418401.000000 Penalty: 5312.684082
	Iteration 55Q: 3 clusters Score -5418401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5418403.000000 Penalty: 5312.684082
	Iteration 56Q: 3 clusters Score -5418403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5418415.000000 Penalty: 5312.684082
	Iteration 57Q: 3 clusters Score -5418415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5418424.000000 Penalty: 5312.684082
	Iteration 58Q: 3 clusters Score -5418424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5418424.500000 Penalty: 5312.684082
	Iteration 59Q: 3 clusters Score -5418424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5418425.500000 Penalty: 5312.684082
	Iteration 60F: 3 clusters Score -5418426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5418416.000000 Penalty: 5312.684082
	Iteration 61Q: 3 clusters Score -5418416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5418420.000000 Penalty: 5312.684082
	Iteration 62Q: 3 clusters Score -5418420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5418426.000000 Penalty: 5312.684082
	Iteration 63Q: 3 clusters Score -5418426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5418425.000000 Penalty: 5312.684082
	Iteration 64Q: 3 clusters Score -5418425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5418428.000000 Penalty: 5312.684082
	Iteration 65Q: 3 clusters Score -5418428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5418427.500000 Penalty: 5312.684082
	Iteration 66Q: 3 clusters Score -5418428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5418426.000000 Penalty: 5312.684082
	Iteration 67Q: 3 clusters Score -5418426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5418423.500000 Penalty: 5312.684082
	Iteration 68Q: 3 clusters Score -5418424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5418426.000000 Penalty: 5312.684082
	Iteration 69Q: 3 clusters Score -5418426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5418429.500000 Penalty: 5312.684082
	Iteration 70Q: 3 clusters Score -5418430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5418424.000000 Penalty: 5312.684082
	Iteration 71Q: 3 clusters Score -5418424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5418433.000000 Penalty: 5312.684082
	Iteration 72Q: 3 clusters Score -5418433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5418439.500000 Penalty: 5312.684082
	Iteration 73Q: 3 clusters Score -5418440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5418445.000000 Penalty: 5312.684082
	Iteration 74Q: 3 clusters Score -5418445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5418448.500000 Penalty: 5312.684082
	Iteration 75Q: 3 clusters Score -5418448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5418453.000000 Penalty: 5312.684082
	Iteration 76Q: 3 clusters Score -5418453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5418459.500000 Penalty: 5312.684082
	Iteration 77Q: 3 clusters Score -5418460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5418458.500000 Penalty: 5312.684082
	Iteration 78Q: 3 clusters Score -5418458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5418454.500000 Penalty: 5312.684082
	Iteration 79Q: 3 clusters Score -5418454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5418462.000000 Penalty: 5312.684082
	Iteration 80F: 3 clusters Score -5418462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5418465.500000 Penalty: 5312.684082
	Iteration 81Q: 3 clusters Score -5418466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5418464.500000 Penalty: 5312.684082
	Iteration 82Q: 3 clusters Score -5418464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5418466.000000 Penalty: 5312.684082
	Iteration 83Q: 3 clusters Score -5418466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5418469.500000 Penalty: 5312.684082
	Iteration 84Q: 3 clusters Score -5418470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5418465.000000 Penalty: 5312.684082
	Iteration 85Q: 3 clusters Score -5418465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5418465.000000 Penalty: 5312.684082
	Iteration 86Q: 3 clusters Score -5418465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5418464.500000 Penalty: 5312.684082
	Iteration 87Q: 3 clusters Score -5418464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5418464.500000 Penalty: 5312.684082
	Iteration 88F: 3 clusters Score -5418464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Entering Unmasked Estep 
Score: -4672702.000000 Penalty: 2624.330566
	Iteration 0F: 2 clusters Score -4672702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4645988.500000 Penalty: 5248.661133
	Iteration 0F: 3 clusters Score -4645988 nChanged 18005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4656035.500000 Penalty: 5248.661133
	Iteration 1F: 3 clusters Score -4656036 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4656611.000000 Penalty: 5248.661133
	Iteration 2Q: 3 clusters Score -4656611 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4657245.500000 Penalty: 5248.661133
	Iteration 3Q: 3 clusters Score -4657246 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4657878.500000 Penalty: 5248.661133
	Iteration 4Q: 3 clusters Score -4657878 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4658691.500000 Penalty: 5248.661133
	Iteration 5Q: 3 clusters Score -4658692 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4659753.500000 Penalty: 5248.661133
	Iteration 6F: 3 clusters Score -4659754 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4661110.000000 Penalty: 5248.661133
	Iteration 7F: 3 clusters Score -4661110 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4662750.000000 Penalty: 5248.661133
	Iteration 8F: 3 clusters Score -4662750 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4664420.500000 Penalty: 5248.661133
	Iteration 9F: 3 clusters Score -4664420 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4666022.000000 Penalty: 5248.661133
	Iteration 10F: 3 clusters Score -4666022 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -4667219.500000 Penalty: 5248.661133
	Iteration 11Q: 3 clusters Score -4667220 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4668148.500000 Penalty: 5248.661133
	Iteration 12Q: 3 clusters Score -4668148 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4668766.500000 Penalty: 5248.661133
	Iteration 13Q: 3 clusters Score -4668766 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4669124.000000 Penalty: 5248.661133
	Iteration 14Q: 3 clusters Score -4669124 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4669388.500000 Penalty: 5248.661133
	Iteration 15Q: 3 clusters Score -4669388 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4669565.000000 Penalty: 5248.661133
	Iteration 16Q: 3 clusters Score -4669565 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4669708.500000 Penalty: 5248.661133
	Iteration 17Q: 3 clusters Score -4669708 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4669819.000000 Penalty: 5248.661133
	Iteration 18Q: 3 clusters Score -4669819 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4669911.000000 Penalty: 5248.661133
	Iteration 19Q: 3 clusters Score -4669911 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4669966.000000 Penalty: 5248.661133
	Iteration 20F: 3 clusters Score -4669966 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4670026.000000 Penalty: 5248.661133
	Iteration 21Q: 3 clusters Score -4670026 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4670098.000000 Penalty: 5248.661133
	Iteration 22Q: 3 clusters Score -4670098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4670136.500000 Penalty: 5248.661133
	Iteration 23Q: 3 clusters Score -4670136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4670159.500000 Penalty: 5248.661133
	Iteration 24Q: 3 clusters Score -4670160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4670174.000000 Penalty: 5248.661133
	Iteration 25Q: 3 clusters Score -4670174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4670195.500000 Penalty: 5248.661133
	Iteration 26Q: 3 clusters Score -4670196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4670216.000000 Penalty: 5248.661133
	Iteration 27Q: 3 clusters Score -4670216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4670225.500000 Penalty: 5248.661133
	Iteration 28Q: 3 clusters Score -4670226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4670227.500000 Penalty: 5248.661133
	Iteration 29Q: 3 clusters Score -4670228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4670244.000000 Penalty: 5248.661133
	Iteration 30Q: 3 clusters Score -4670244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4670252.000000 Penalty: 5248.661133
	Iteration 31Q: 3 clusters Score -4670252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4670268.500000 Penalty: 5248.661133
	Iteration 32Q: 3 clusters Score -4670268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4670267.000000 Penalty: 5248.661133
	Iteration 33Q: 3 clusters Score -4670267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4670282.000000 Penalty: 5248.661133
	Iteration 34Q: 3 clusters Score -4670282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4670289.000000 Penalty: 5248.661133
	Iteration 35Q: 3 clusters Score -4670289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4670304.500000 Penalty: 5248.661133
	Iteration 36Q: 3 clusters Score -4670304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4670319.000000 Penalty: 5248.661133
	Iteration 37Q: 3 clusters Score -4670319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4670326.500000 Penalty: 5248.661133
	Iteration 38Q: 3 clusters Score -4670326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4670330.500000 Penalty: 5248.661133
	Iteration 39Q: 3 clusters Score -4670330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4670333.500000 Penalty: 5248.661133
	Iteration 40F: 3 clusters Score -4670334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4670342.000000 Penalty: 5248.661133
	Iteration 41Q: 3 clusters Score -4670342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4670341.000000 Penalty: 5248.661133
	Iteration 42Q: 3 clusters Score -4670341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4670342.500000 Penalty: 5248.661133
	Iteration 43Q: 3 clusters Score -4670342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4670339.000000 Penalty: 5248.661133
	Iteration 44Q: 3 clusters Score -4670339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4670348.000000 Penalty: 5248.661133
	Iteration 45Q: 3 clusters Score -4670348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4670354.500000 Penalty: 5248.661133
	Iteration 46Q: 3 clusters Score -4670354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4670353.000000 Penalty: 5248.661133
	Iteration 47Q: 3 clusters Score -4670353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4670353.500000 Penalty: 5248.661133
	Iteration 48Q: 3 clusters Score -4670354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4670359.000000 Penalty: 5248.661133
	Iteration 49Q: 3 clusters Score -4670359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4670361.000000 Penalty: 5248.661133
	Iteration 50Q: 3 clusters Score -4670361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4670354.000000 Penalty: 5248.661133
	Iteration 51Q: 3 clusters Score -4670354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4670357.500000 Penalty: 5248.661133
	Iteration 52Q: 3 clusters Score -4670358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4670360.500000 Penalty: 5248.661133
	Iteration 53Q: 3 clusters Score -4670360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4670362.500000 Penalty: 5248.661133
	Iteration 54Q: 3 clusters Score -4670362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4670362.500000 Penalty: 5248.661133
	Iteration 55F: 3 clusters Score -4670362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Entering Unmasked Estep 
Score: -1698604.250000 Penalty: 2389.338867
	Iteration 0F: 2 clusters Score -1698604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1687669.250000 Penalty: 4778.677734
	Iteration 0F: 3 clusters Score -1687669 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1691173.375000 Penalty: 4778.677734
	Iteration 1F: 3 clusters Score -1691173 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1691611.375000 Penalty: 4778.677734
	Iteration 2F: 3 clusters Score -1691611 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1692006.000000 Penalty: 4778.677734
	Iteration 3F: 3 clusters Score -1692006 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1692368.875000 Penalty: 4778.677734
	Iteration 4Q: 3 clusters Score -1692369 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1692709.875000 Penalty: 4778.677734
	Iteration 5Q: 3 clusters Score -1692710 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1693007.375000 Penalty: 4778.677734
	Iteration 6Q: 3 clusters Score -1693007 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1693304.500000 Penalty: 4778.677734
	Iteration 7Q: 3 clusters Score -1693304 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1693613.750000 Penalty: 4778.677734
	Iteration 8Q: 3 clusters Score -1693614 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1693907.125000 Penalty: 4778.677734
	Iteration 9Q: 3 clusters Score -1693907 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1694288.375000 Penalty: 4778.677734
	Iteration 10Q: 3 clusters Score -1694288 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1694666.250000 Penalty: 4778.677734
	Iteration 11Q: 3 clusters Score -1694666 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1695056.375000 Penalty: 4778.677734
	Iteration 12Q: 3 clusters Score -1695056 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1695413.625000 Penalty: 4778.677734
	Iteration 13Q: 3 clusters Score -1695414 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1695755.625000 Penalty: 4778.677734
	Iteration 14Q: 3 clusters Score -1695756 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1696122.875000 Penalty: 4778.677734
	Iteration 15Q: 3 clusters Score -1696123 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1696516.250000 Penalty: 4778.677734
	Iteration 16Q: 3 clusters Score -1696516 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1696927.375000 Penalty: 4778.677734
	Iteration 17Q: 3 clusters Score -1696927 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1697300.250000 Penalty: 4778.677734
	Iteration 18Q: 3 clusters Score -1697300 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1697540.625000 Penalty: 4778.677734
	Iteration 19Q: 3 clusters Score -1697541 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1697648.500000 Penalty: 4778.677734
	Iteration 20F: 3 clusters Score -1697648 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1697696.000000 Penalty: 4778.677734
	Iteration 21Q: 3 clusters Score -1697696 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1697743.000000 Penalty: 4778.677734
	Iteration 22Q: 3 clusters Score -1697743 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1697766.000000 Penalty: 4778.677734
	Iteration 23Q: 3 clusters Score -1697766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1697790.750000 Penalty: 4778.677734
	Iteration 24Q: 3 clusters Score -1697791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1697807.250000 Penalty: 4778.677734
	Iteration 25Q: 3 clusters Score -1697807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1697821.625000 Penalty: 4778.677734
	Iteration 26Q: 3 clusters Score -1697822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1697839.625000 Penalty: 4778.677734
	Iteration 27Q: 3 clusters Score -1697840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1697854.125000 Penalty: 4778.677734
	Iteration 28Q: 3 clusters Score -1697854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1697868.250000 Penalty: 4778.677734
	Iteration 29Q: 3 clusters Score -1697868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1697884.625000 Penalty: 4778.677734
	Iteration 30Q: 3 clusters Score -1697885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1697891.875000 Penalty: 4778.677734
	Iteration 31Q: 3 clusters Score -1697892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1697907.125000 Penalty: 4778.677734
	Iteration 32Q: 3 clusters Score -1697907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1697911.625000 Penalty: 4778.677734
	Iteration 33Q: 3 clusters Score -1697912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1697913.875000 Penalty: 4778.677734
	Iteration 34Q: 3 clusters Score -1697914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1697916.875000 Penalty: 4778.677734
	Iteration 35Q: 3 clusters Score -1697917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1697922.375000 Penalty: 4778.677734
	Iteration 36Q: 3 clusters Score -1697922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1697921.875000 Penalty: 4778.677734
	Iteration 37Q: 3 clusters Score -1697922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1697924.000000 Penalty: 4778.677734
	Iteration 38Q: 3 clusters Score -1697924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1697923.875000 Penalty: 4778.677734
	Iteration 39Q: 3 clusters Score -1697924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1697927.500000 Penalty: 4778.677734
	Iteration 40F: 3 clusters Score -1697928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1697927.250000 Penalty: 4778.677734
	Iteration 41Q: 3 clusters Score -1697927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1697925.750000 Penalty: 4778.677734
	Iteration 42Q: 3 clusters Score -1697926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1697926.250000 Penalty: 4778.677734
	Iteration 43Q: 3 clusters Score -1697926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1697929.750000 Penalty: 4778.677734
	Iteration 44Q: 3 clusters Score -1697930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1697929.750000 Penalty: 4778.677734
	Iteration 45F: 3 clusters Score -1697930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Entering Unmasked Estep 
Score: -830183.937500 Penalty: 2194.644043
	Iteration 0F: 2 clusters Score -830183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -824468.062500 Penalty: 4389.288086
	Iteration 0F: 3 clusters Score -824468.1 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -825949.875000 Penalty: 4389.288086
	Iteration 1F: 3 clusters Score -825949.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -826207.375000 Penalty: 4389.288086
	Iteration 2F: 3 clusters Score -826207.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -826399.375000 Penalty: 4389.288086
	Iteration 3F: 3 clusters Score -826399.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -826550.125000 Penalty: 4389.288086
	Iteration 4Q: 3 clusters Score -826550.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -826664.625000 Penalty: 4389.288086
	Iteration 5Q: 3 clusters Score -826664.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -826755.375000 Penalty: 4389.288086
	Iteration 6Q: 3 clusters Score -826755.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -826847.312500 Penalty: 4389.288086
	Iteration 7Q: 3 clusters Score -826847.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -826934.562500 Penalty: 4389.288086
	Iteration 8Q: 3 clusters Score -826934.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -827005.125000 Penalty: 4389.288086
	Iteration 9Q: 3 clusters Score -827005.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -827071.312500 Penalty: 4389.288086
	Iteration 10Q: 3 clusters Score -827071.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -827156.812500 Penalty: 4389.288086
	Iteration 11Q: 3 clusters Score -827156.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -827249.062500 Penalty: 4389.288086
	Iteration 12Q: 3 clusters Score -827249.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -827334.187500 Penalty: 4389.288086
	Iteration 13Q: 3 clusters Score -827334.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -827418.250000 Penalty: 4389.288086
	Iteration 14Q: 3 clusters Score -827418.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -827504.750000 Penalty: 4389.288086
	Iteration 15Q: 3 clusters Score -827504.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -827586.750000 Penalty: 4389.288086
	Iteration 16Q: 3 clusters Score -827586.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -827676.687500 Penalty: 4389.288086
	Iteration 17Q: 3 clusters Score -827676.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -827778.250000 Penalty: 4389.288086
	Iteration 18Q: 3 clusters Score -827778.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -827871.125000 Penalty: 4389.288086
	Iteration 19Q: 3 clusters Score -827871.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -827954.875000 Penalty: 4389.288086
	Iteration 20F: 3 clusters Score -827954.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -828037.375000 Penalty: 4389.288086
	Iteration 21Q: 3 clusters Score -828037.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -828106.187500 Penalty: 4389.288086
	Iteration 22Q: 3 clusters Score -828106.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -828182.937500 Penalty: 4389.288086
	Iteration 23Q: 3 clusters Score -828182.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -828272.562500 Penalty: 4389.288086
	Iteration 24Q: 3 clusters Score -828272.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -828355.812500 Penalty: 4389.288086
	Iteration 25Q: 3 clusters Score -828355.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -828417.125000 Penalty: 4389.288086
	Iteration 26Q: 3 clusters Score -828417.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -828458.562500 Penalty: 4389.288086
	Iteration 27Q: 3 clusters Score -828458.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -828489.937500 Penalty: 4389.288086
	Iteration 28Q: 3 clusters Score -828489.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -828517.312500 Penalty: 4389.288086
	Iteration 29Q: 3 clusters Score -828517.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -828532.500000 Penalty: 4389.288086
	Iteration 30Q: 3 clusters Score -828532.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -828546.687500 Penalty: 4389.288086
	Iteration 31Q: 3 clusters Score -828546.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -828555.500000 Penalty: 4389.288086
	Iteration 32Q: 3 clusters Score -828555.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -828563.375000 Penalty: 4389.288086
	Iteration 33Q: 3 clusters Score -828563.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -828566.437500 Penalty: 4389.288086
	Iteration 34Q: 3 clusters Score -828566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -828568.875000 Penalty: 4389.288086
	Iteration 35Q: 3 clusters Score -828568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -828571.937500 Penalty: 4389.288086
	Iteration 36Q: 3 clusters Score -828571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -828576.687500 Penalty: 4389.288086
	Iteration 37Q: 3 clusters Score -828576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -828580.375000 Penalty: 4389.288086
	Iteration 38Q: 3 clusters Score -828580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -828580.937500 Penalty: 4389.288086
	Iteration 39Q: 3 clusters Score -828580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -828583.687500 Penalty: 4389.288086
	Iteration 40F: 3 clusters Score -828583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -828584.875000 Penalty: 4389.288086
	Iteration 41Q: 3 clusters Score -828584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -828585.750000 Penalty: 4389.288086
	Iteration 42Q: 3 clusters Score -828585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -828585.625000 Penalty: 4389.288086
	Iteration 43Q: 3 clusters Score -828585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -828585.625000 Penalty: 4389.288086
	Iteration 44F: 3 clusters Score -828585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Entering Unmasked Estep 
Score: -19748608.000000 Penalty: 2981.758301
	Iteration 0F: 2 clusters Score -1.974861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -19638948.000000 Penalty: 5963.516602
	Iteration 0F: 3 clusters Score -1.963895e+07 nChanged 79983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -19685554.000000 Penalty: 5963.516602
	Iteration 1F: 3 clusters Score -1.968555e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -19686292.000000 Penalty: 5963.516602
	Iteration 2Q: 3 clusters Score -1.968629e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -19687248.000000 Penalty: 5963.516602
	Iteration 3Q: 3 clusters Score -1.968725e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -19688448.000000 Penalty: 5963.516602
	Iteration 4Q: 3 clusters Score -1.968845e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -19690036.000000 Penalty: 5963.516602
	Iteration 5Q: 3 clusters Score -1.969004e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -19691944.000000 Penalty: 5963.516602
	Iteration 6Q: 3 clusters Score -1.969194e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -19694448.000000 Penalty: 5963.516602
	Iteration 7Q: 3 clusters Score -1.969445e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -19698050.000000 Penalty: 5963.516602
	Iteration 8Q: 3 clusters Score -1.969805e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -19702948.000000 Penalty: 5963.516602
	Iteration 9F: 3 clusters Score -1.970295e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -19708978.000000 Penalty: 5963.516602
	Iteration 10F: 3 clusters Score -1.970898e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -19715084.000000 Penalty: 5963.516602
	Iteration 11F: 3 clusters Score -1.971508e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -19719508.000000 Penalty: 5963.516602
	Iteration 12Q: 3 clusters Score -1.971951e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105467 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -19721356.000000 Penalty: 5963.516602
	Iteration 13Q: 3 clusters Score -1.972136e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -19722618.000000 Penalty: 5963.516602
	Iteration 14Q: 3 clusters Score -1.972262e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -19723430.000000 Penalty: 5963.516602
	Iteration 15Q: 3 clusters Score -1.972343e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112406 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -19724210.000000 Penalty: 5963.516602
	Iteration 16Q: 3 clusters Score -1.972421e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -19725386.000000 Penalty: 5963.516602
	Iteration 17Q: 3 clusters Score -1.972539e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117702 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -19726626.000000 Penalty: 5963.516602
	Iteration 18Q: 3 clusters Score -1.972663e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120479 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -19728030.000000 Penalty: 5963.516602
	Iteration 19Q: 3 clusters Score -1.972803e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -19729800.000000 Penalty: 5963.516602
	Iteration 20F: 3 clusters Score -1.97298e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -19731618.000000 Penalty: 5963.516602
	Iteration 21Q: 3 clusters Score -1.973162e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128583 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -19733606.000000 Penalty: 5963.516602
	Iteration 22Q: 3 clusters Score -1.973361e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -19735364.000000 Penalty: 5963.516602
	Iteration 23Q: 3 clusters Score -1.973536e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132833 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -19737086.000000 Penalty: 5963.516602
	Iteration 24Q: 3 clusters Score -1.973709e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -19738148.000000 Penalty: 5963.516602
	Iteration 25Q: 3 clusters Score -1.973815e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135853 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -19739326.000000 Penalty: 5963.516602
	Iteration 26Q: 3 clusters Score -1.973933e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137038 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -19740280.000000 Penalty: 5963.516602
	Iteration 27Q: 3 clusters Score -1.974028e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -19741280.000000 Penalty: 5963.516602
	Iteration 28Q: 3 clusters Score -1.974128e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138972 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -19742088.000000 Penalty: 5963.516602
	Iteration 29Q: 3 clusters Score -1.974209e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139785 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -19742694.000000 Penalty: 5963.516602
	Iteration 30Q: 3 clusters Score -1.974269e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -19743132.000000 Penalty: 5963.516602
	Iteration 31Q: 3 clusters Score -1.974313e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -19743606.000000 Penalty: 5963.516602
	Iteration 32Q: 3 clusters Score -1.974361e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141883 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -19743922.000000 Penalty: 5963.516602
	Iteration 33Q: 3 clusters Score -1.974392e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142494 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -19744092.000000 Penalty: 5963.516602
	Iteration 34Q: 3 clusters Score -1.974409e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143069 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -19744258.000000 Penalty: 5963.516602
	Iteration 35Q: 3 clusters Score -1.974426e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -19744430.000000 Penalty: 5963.516602
	Iteration 36Q: 3 clusters Score -1.974443e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -19744588.000000 Penalty: 5963.516602
	Iteration 37Q: 3 clusters Score -1.974459e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -19744704.000000 Penalty: 5963.516602
	Iteration 38Q: 3 clusters Score -1.97447e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -19744770.000000 Penalty: 5963.516602
	Iteration 39Q: 3 clusters Score -1.974477e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -19744882.000000 Penalty: 5963.516602
	Iteration 40F: 3 clusters Score -1.974488e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146029 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -19744964.000000 Penalty: 5963.516602
	Iteration 41Q: 3 clusters Score -1.974496e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -19745090.000000 Penalty: 5963.516602
	Iteration 42Q: 3 clusters Score -1.974509e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -19745164.000000 Penalty: 5963.516602
	Iteration 43Q: 3 clusters Score -1.974516e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147134 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -19745214.000000 Penalty: 5963.516602
	Iteration 44Q: 3 clusters Score -1.974521e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147461 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -19745280.000000 Penalty: 5963.516602
	Iteration 45Q: 3 clusters Score -1.974528e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -19745302.000000 Penalty: 5963.516602
	Iteration 46Q: 3 clusters Score -1.97453e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -19745294.000000 Penalty: 5963.516602
	Iteration 47Q: 3 clusters Score -1.974529e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148369 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -19745334.000000 Penalty: 5963.516602
	Iteration 48Q: 3 clusters Score -1.974533e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148643 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -19745300.000000 Penalty: 5963.516602
	Iteration 49Q: 3 clusters Score -1.97453e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -19745344.000000 Penalty: 5963.516602
	Iteration 50Q: 3 clusters Score -1.974534e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -19745384.000000 Penalty: 5963.516602
	Iteration 51Q: 3 clusters Score -1.974538e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -19745410.000000 Penalty: 5963.516602
	Iteration 52Q: 3 clusters Score -1.974541e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -19745362.000000 Penalty: 5963.516602
	Iteration 53Q: 3 clusters Score -1.974536e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -19745340.000000 Penalty: 5963.516602
	Iteration 54Q: 3 clusters Score -1.974534e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -19745300.000000 Penalty: 5963.516602
	Iteration 55Q: 3 clusters Score -1.97453e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -19745298.000000 Penalty: 5963.516602
	Iteration 56Q: 3 clusters Score -1.97453e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -19745316.000000 Penalty: 5963.516602
	Iteration 57Q: 3 clusters Score -1.974532e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -19745332.000000 Penalty: 5963.516602
	Iteration 58Q: 3 clusters Score -1.974533e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -19745344.000000 Penalty: 5963.516602
	Iteration 59Q: 3 clusters Score -1.974534e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -19745348.000000 Penalty: 5963.516602
	Iteration 60F: 3 clusters Score -1.974535e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151627 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -19745394.000000 Penalty: 5963.516602
	Iteration 61Q: 3 clusters Score -1.974539e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -19745374.000000 Penalty: 5963.516602
	Iteration 62Q: 3 clusters Score -1.974537e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152072 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -19745380.000000 Penalty: 5963.516602
	Iteration 63Q: 3 clusters Score -1.974538e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -19745440.000000 Penalty: 5963.516602
	Iteration 64Q: 3 clusters Score -1.974544e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152557 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -19745476.000000 Penalty: 5963.516602
	Iteration 65Q: 3 clusters Score -1.974548e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -19745482.000000 Penalty: 5963.516602
	Iteration 66Q: 3 clusters Score -1.974548e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153068 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -19745488.000000 Penalty: 5963.516602
	Iteration 67Q: 3 clusters Score -1.974549e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -19745506.000000 Penalty: 5963.516602
	Iteration 68Q: 3 clusters Score -1.974551e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -19745488.000000 Penalty: 5963.516602
	Iteration 69Q: 3 clusters Score -1.974549e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -19745582.000000 Penalty: 5963.516602
	Iteration 70Q: 3 clusters Score -1.974558e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154063 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -19745602.000000 Penalty: 5963.516602
	Iteration 71Q: 3 clusters Score -1.97456e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154303 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -19745638.000000 Penalty: 5963.516602
	Iteration 72Q: 3 clusters Score -1.974564e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -19745660.000000 Penalty: 5963.516602
	Iteration 73Q: 3 clusters Score -1.974566e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -19745628.000000 Penalty: 5963.516602
	Iteration 74Q: 3 clusters Score -1.974563e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -19745626.000000 Penalty: 5963.516602
	Iteration 75Q: 3 clusters Score -1.974563e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -19745692.000000 Penalty: 5963.516602
	Iteration 76Q: 3 clusters Score -1.974569e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -19745730.000000 Penalty: 5963.516602
	Iteration 77Q: 3 clusters Score -1.974573e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155682 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -19745746.000000 Penalty: 5963.516602
	Iteration 78Q: 3 clusters Score -1.974575e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -19745776.000000 Penalty: 5963.516602
	Iteration 79Q: 3 clusters Score -1.974578e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156100 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -19745792.000000 Penalty: 5963.516602
	Iteration 80F: 3 clusters Score -1.974579e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -19745816.000000 Penalty: 5963.516602
	Iteration 81Q: 3 clusters Score -1.974582e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -19745850.000000 Penalty: 5963.516602
	Iteration 82Q: 3 clusters Score -1.974585e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -19745876.000000 Penalty: 5963.516602
	Iteration 83Q: 3 clusters Score -1.974588e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -19745880.000000 Penalty: 5963.516602
	Iteration 84Q: 3 clusters Score -1.974588e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -19745892.000000 Penalty: 5963.516602
	Iteration 85Q: 3 clusters Score -1.974589e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157193 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -19745918.000000 Penalty: 5963.516602
	Iteration 86Q: 3 clusters Score -1.974592e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -19745930.000000 Penalty: 5963.516602
	Iteration 87Q: 3 clusters Score -1.974593e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157519 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -19745924.000000 Penalty: 5963.516602
	Iteration 88Q: 3 clusters Score -1.974592e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -19745918.000000 Penalty: 5963.516602
	Iteration 89Q: 3 clusters Score -1.974592e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157883 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -19745918.000000 Penalty: 5963.516602
	Iteration 90Q: 3 clusters Score -1.974592e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -19745976.000000 Penalty: 5963.516602
	Iteration 91Q: 3 clusters Score -1.974598e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158244 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -19745980.000000 Penalty: 5963.516602
	Iteration 92Q: 3 clusters Score -1.974598e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -19746022.000000 Penalty: 5963.516602
	Iteration 93Q: 3 clusters Score -1.974602e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -19746056.000000 Penalty: 5963.516602
	Iteration 94Q: 3 clusters Score -1.974606e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -19746076.000000 Penalty: 5963.516602
	Iteration 95Q: 3 clusters Score -1.974608e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -19746092.000000 Penalty: 5963.516602
	Iteration 96Q: 3 clusters Score -1.974609e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -19746088.000000 Penalty: 5963.516602
	Iteration 97Q: 3 clusters Score -1.974609e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -19746100.000000 Penalty: 5963.516602
	Iteration 98Q: 3 clusters Score -1.97461e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -19746156.000000 Penalty: 5963.516602
	Iteration 99Q: 3 clusters Score -1.974616e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159569 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -19746156.000000 Penalty: 5963.516602
	Iteration 100F: 3 clusters Score -1.974616e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159715 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -19746098.000000 Penalty: 5963.516602
	Iteration 101Q: 3 clusters Score -1.97461e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159849 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -19746096.000000 Penalty: 5963.516602
	Iteration 102Q: 3 clusters Score -1.97461e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -19746066.000000 Penalty: 5963.516602
	Iteration 103Q: 3 clusters Score -1.974607e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160068 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -19746052.000000 Penalty: 5963.516602
	Iteration 104Q: 3 clusters Score -1.974605e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -19746002.000000 Penalty: 5963.516602
	Iteration 105Q: 3 clusters Score -1.9746e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -19746024.000000 Penalty: 5963.516602
	Iteration 106Q: 3 clusters Score -1.974602e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160344 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -19746062.000000 Penalty: 5963.516602
	Iteration 107Q: 3 clusters Score -1.974606e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -19746120.000000 Penalty: 5963.516602
	Iteration 108Q: 3 clusters Score -1.974612e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -19746110.000000 Penalty: 5963.516602
	Iteration 109Q: 3 clusters Score -1.974611e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160653 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -19746076.000000 Penalty: 5963.516602
	Iteration 110Q: 3 clusters Score -1.974608e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160760 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -19746060.000000 Penalty: 5963.516602
	Iteration 111Q: 3 clusters Score -1.974606e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -19746092.000000 Penalty: 5963.516602
	Iteration 112Q: 3 clusters Score -1.974609e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -19746120.000000 Penalty: 5963.516602
	Iteration 113Q: 3 clusters Score -1.974612e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -19746108.000000 Penalty: 5963.516602
	Iteration 114Q: 3 clusters Score -1.974611e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161225 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -19746134.000000 Penalty: 5963.516602
	Iteration 115Q: 3 clusters Score -1.974613e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -19746102.000000 Penalty: 5963.516602
	Iteration 116Q: 3 clusters Score -1.97461e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -19746102.000000 Penalty: 5963.516602
	Iteration 117Q: 3 clusters Score -1.97461e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161521 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -19746092.000000 Penalty: 5963.516602
	Iteration 118Q: 3 clusters Score -1.974609e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -19746074.000000 Penalty: 5963.516602
	Iteration 119Q: 3 clusters Score -1.974607e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161727 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -19746096.000000 Penalty: 5963.516602
	Iteration 120F: 3 clusters Score -1.97461e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -19746138.000000 Penalty: 5963.516602
	Iteration 121Q: 3 clusters Score -1.974614e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -19746130.000000 Penalty: 5963.516602
	Iteration 122Q: 3 clusters Score -1.974613e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162126 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -19746136.000000 Penalty: 5963.516602
	Iteration 123Q: 3 clusters Score -1.974614e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -19746168.000000 Penalty: 5963.516602
	Iteration 124Q: 3 clusters Score -1.974617e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162437 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -19746146.000000 Penalty: 5963.516602
	Iteration 125Q: 3 clusters Score -1.974615e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162590 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -19746148.000000 Penalty: 5963.516602
	Iteration 126Q: 3 clusters Score -1.974615e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -19746140.000000 Penalty: 5963.516602
	Iteration 127Q: 3 clusters Score -1.974614e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162802 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -19746118.000000 Penalty: 5963.516602
	Iteration 128Q: 3 clusters Score -1.974612e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -19746120.000000 Penalty: 5963.516602
	Iteration 129Q: 3 clusters Score -1.974612e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163038 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -19746152.000000 Penalty: 5963.516602
	Iteration 130Q: 3 clusters Score -1.974615e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163138 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -19746182.000000 Penalty: 5963.516602
	Iteration 131Q: 3 clusters Score -1.974618e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -19746178.000000 Penalty: 5963.516602
	Iteration 132Q: 3 clusters Score -1.974618e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163322 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -19746162.000000 Penalty: 5963.516602
	Iteration 133Q: 3 clusters Score -1.974616e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163396 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -19746180.000000 Penalty: 5963.516602
	Iteration 134Q: 3 clusters Score -1.974618e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163474 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19746182.000000 Penalty: 5963.516602
	Iteration 135Q: 3 clusters Score -1.974618e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19746170.000000 Penalty: 5963.516602
	Iteration 136Q: 3 clusters Score -1.974617e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -19746178.000000 Penalty: 5963.516602
	Iteration 137Q: 3 clusters Score -1.974618e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -19746182.000000 Penalty: 5963.516602
	Iteration 138Q: 3 clusters Score -1.974618e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163762 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -19746202.000000 Penalty: 5963.516602
	Iteration 139Q: 3 clusters Score -1.97462e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -19746230.000000 Penalty: 5963.516602
	Iteration 140F: 3 clusters Score -1.974623e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19746216.000000 Penalty: 5963.516602
	Iteration 141Q: 3 clusters Score -1.974622e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -19746248.000000 Penalty: 5963.516602
	Iteration 142Q: 3 clusters Score -1.974625e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -19746274.000000 Penalty: 5963.516602
	Iteration 143Q: 3 clusters Score -1.974627e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164142 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19746260.000000 Penalty: 5963.516602
	Iteration 144Q: 3 clusters Score -1.974626e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19746258.000000 Penalty: 5963.516602
	Iteration 145Q: 3 clusters Score -1.974626e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164238 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19746280.000000 Penalty: 5963.516602
	Iteration 146Q: 3 clusters Score -1.974628e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -19746292.000000 Penalty: 5963.516602
	Iteration 147Q: 3 clusters Score -1.974629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -19746284.000000 Penalty: 5963.516602
	Iteration 148Q: 3 clusters Score -1.974628e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164371 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -19746308.000000 Penalty: 5963.516602
	Iteration 149Q: 3 clusters Score -1.974631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19746288.000000 Penalty: 5963.516602
	Iteration 150Q: 3 clusters Score -1.974629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -19746272.000000 Penalty: 5963.516602
	Iteration 151Q: 3 clusters Score -1.974627e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19746282.000000 Penalty: 5963.516602
	Iteration 152Q: 3 clusters Score -1.974628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164498 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19746274.000000 Penalty: 5963.516602
	Iteration 153Q: 3 clusters Score -1.974627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164518 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19746292.000000 Penalty: 5963.516602
	Iteration 154Q: 3 clusters Score -1.974629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164535 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19746312.000000 Penalty: 5963.516602
	Iteration 155Q: 3 clusters Score -1.974631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19746316.000000 Penalty: 5963.516602
	Iteration 156Q: 3 clusters Score -1.974632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -19746316.000000 Penalty: 5963.516602
	Iteration 157Q: 3 clusters Score -1.974632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164588 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19746322.000000 Penalty: 5963.516602
	Iteration 158Q: 3 clusters Score -1.974632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164599 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -19746306.000000 Penalty: 5963.516602
	Iteration 159Q: 3 clusters Score -1.974631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164613 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -19746298.000000 Penalty: 5963.516602
	Iteration 160F: 3 clusters Score -1.97463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164633 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -19746316.000000 Penalty: 5963.516602
	Iteration 161Q: 3 clusters Score -1.974632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164652 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19746336.000000 Penalty: 5963.516602
	Iteration 162Q: 3 clusters Score -1.974634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19746340.000000 Penalty: 5963.516602
	Iteration 163Q: 3 clusters Score -1.974634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -19746340.000000 Penalty: 5963.516602
	Iteration 164Q: 3 clusters Score -1.974634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164689 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -19746336.000000 Penalty: 5963.516602
	Iteration 165Q: 3 clusters Score -1.974634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19746350.000000 Penalty: 5963.516602
	Iteration 166Q: 3 clusters Score -1.974635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -19746354.000000 Penalty: 5963.516602
	Iteration 167Q: 3 clusters Score -1.974635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -19746358.000000 Penalty: 5963.516602
	Iteration 168Q: 3 clusters Score -1.974636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164720 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -19746344.000000 Penalty: 5963.516602
	Iteration 169Q: 3 clusters Score -1.974634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19746344.000000 Penalty: 5963.516602
	Iteration 170Q: 3 clusters Score -1.974634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19746340.000000 Penalty: 5963.516602
	Iteration 171Q: 3 clusters Score -1.974634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19746334.000000 Penalty: 5963.516602
	Iteration 172Q: 3 clusters Score -1.974633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19746334.000000 Penalty: 5963.516602
	Iteration 173F: 3 clusters Score -1.974633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Entering Unmasked Estep 
Score: -13345597.000000 Penalty: 2881.858643
	Iteration 0F: 2 clusters Score -1.33456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -13271169.000000 Penalty: 5763.717285
	Iteration 0F: 3 clusters Score -1.327117e+07 nChanged 52850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -13301768.000000 Penalty: 5763.717285
	Iteration 1F: 3 clusters Score -1.330177e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -13303063.000000 Penalty: 5763.717285
	Iteration 2Q: 3 clusters Score -1.330306e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -13304785.000000 Penalty: 5763.717285
	Iteration 3Q: 3 clusters Score -1.330478e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -13306881.000000 Penalty: 5763.717285
	Iteration 4Q: 3 clusters Score -1.330688e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -13309647.000000 Penalty: 5763.717285
	Iteration 5F: 3 clusters Score -1.330965e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -13312898.000000 Penalty: 5763.717285
	Iteration 6F: 3 clusters Score -1.33129e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -13317318.000000 Penalty: 5763.717285
	Iteration 7F: 3 clusters Score -1.331732e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -13322561.000000 Penalty: 5763.717285
	Iteration 8F: 3 clusters Score -1.332256e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -13326973.000000 Penalty: 5763.717285
	Iteration 9F: 3 clusters Score -1.332697e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -13330135.000000 Penalty: 5763.717285
	Iteration 10Q: 3 clusters Score -1.333014e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -13332022.000000 Penalty: 5763.717285
	Iteration 11Q: 3 clusters Score -1.333202e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -13333356.000000 Penalty: 5763.717285
	Iteration 12Q: 3 clusters Score -1.333336e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -13334391.000000 Penalty: 5763.717285
	Iteration 13Q: 3 clusters Score -1.333439e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -13335325.000000 Penalty: 5763.717285
	Iteration 14Q: 3 clusters Score -1.333532e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -13336099.000000 Penalty: 5763.717285
	Iteration 15Q: 3 clusters Score -1.33361e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -13336967.000000 Penalty: 5763.717285
	Iteration 16Q: 3 clusters Score -1.333697e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -13337775.000000 Penalty: 5763.717285
	Iteration 17Q: 3 clusters Score -1.333778e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -13338623.000000 Penalty: 5763.717285
	Iteration 18Q: 3 clusters Score -1.333862e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -13339543.000000 Penalty: 5763.717285
	Iteration 19Q: 3 clusters Score -1.333954e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -13340428.000000 Penalty: 5763.717285
	Iteration 20F: 3 clusters Score -1.334043e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -13341190.000000 Penalty: 5763.717285
	Iteration 21Q: 3 clusters Score -1.334119e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -13341736.000000 Penalty: 5763.717285
	Iteration 22Q: 3 clusters Score -1.334174e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -13342264.000000 Penalty: 5763.717285
	Iteration 23Q: 3 clusters Score -1.334226e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -13342629.000000 Penalty: 5763.717285
	Iteration 24Q: 3 clusters Score -1.334263e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13342931.000000 Penalty: 5763.717285
	Iteration 25Q: 3 clusters Score -1.334293e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -13343128.000000 Penalty: 5763.717285
	Iteration 26Q: 3 clusters Score -1.334313e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -13343278.000000 Penalty: 5763.717285
	Iteration 27Q: 3 clusters Score -1.334328e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -13343363.000000 Penalty: 5763.717285
	Iteration 28Q: 3 clusters Score -1.334336e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13343422.000000 Penalty: 5763.717285
	Iteration 29Q: 3 clusters Score -1.334342e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13343451.000000 Penalty: 5763.717285
	Iteration 30Q: 3 clusters Score -1.334345e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13343517.000000 Penalty: 5763.717285
	Iteration 31Q: 3 clusters Score -1.334352e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13343527.000000 Penalty: 5763.717285
	Iteration 32Q: 3 clusters Score -1.334353e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13343554.000000 Penalty: 5763.717285
	Iteration 33Q: 3 clusters Score -1.334355e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13343557.000000 Penalty: 5763.717285
	Iteration 34Q: 3 clusters Score -1.334356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13343580.000000 Penalty: 5763.717285
	Iteration 35Q: 3 clusters Score -1.334358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13343562.000000 Penalty: 5763.717285
	Iteration 36Q: 3 clusters Score -1.334356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13343557.000000 Penalty: 5763.717285
	Iteration 37Q: 3 clusters Score -1.334356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13343567.000000 Penalty: 5763.717285
	Iteration 38Q: 3 clusters Score -1.334357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -13343589.000000 Penalty: 5763.717285
	Iteration 39Q: 3 clusters Score -1.334359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13343590.000000 Penalty: 5763.717285
	Iteration 40F: 3 clusters Score -1.334359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110079 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13343597.000000 Penalty: 5763.717285
	Iteration 41Q: 3 clusters Score -1.33436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13343595.000000 Penalty: 5763.717285
	Iteration 42Q: 3 clusters Score -1.33436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13343596.000000 Penalty: 5763.717285
	Iteration 43Q: 3 clusters Score -1.33436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110101 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13343597.000000 Penalty: 5763.717285
	Iteration 44Q: 3 clusters Score -1.33436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13343614.000000 Penalty: 5763.717285
	Iteration 45Q: 3 clusters Score -1.334361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13343606.000000 Penalty: 5763.717285
	Iteration 46Q: 3 clusters Score -1.334361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13343597.000000 Penalty: 5763.717285
	Iteration 47Q: 3 clusters Score -1.33436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13343601.000000 Penalty: 5763.717285
	Iteration 48Q: 3 clusters Score -1.33436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13343606.000000 Penalty: 5763.717285
	Iteration 49Q: 3 clusters Score -1.334361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13343609.000000 Penalty: 5763.717285
	Iteration 50Q: 3 clusters Score -1.334361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13343603.000000 Penalty: 5763.717285
	Iteration 51Q: 3 clusters Score -1.33436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13343607.000000 Penalty: 5763.717285
	Iteration 52Q: 3 clusters Score -1.334361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13343621.000000 Penalty: 5763.717285
	Iteration 53Q: 3 clusters Score -1.334362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -13343622.000000 Penalty: 5763.717285
	Iteration 54Q: 3 clusters Score -1.334362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -13343622.000000 Penalty: 5763.717285
	Iteration 55F: 3 clusters Score -1.334362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -669645.062500 Penalty: 2163.966064
	Iteration 0F: 2 clusters Score -669645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -664392.625000 Penalty: 4327.932129
	Iteration 0F: 3 clusters Score -664392.6 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -665783.562500 Penalty: 4327.932129
	Iteration 1F: 3 clusters Score -665783.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -666188.250000 Penalty: 4327.932129
	Iteration 2F: 3 clusters Score -666188.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -666623.125000 Penalty: 4327.932129
	Iteration 3F: 3 clusters Score -666623.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -667100.750000 Penalty: 4327.932129
	Iteration 4F: 3 clusters Score -667100.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -667666.187500 Penalty: 4327.932129
	Iteration 5F: 3 clusters Score -667666.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -668234.437500 Penalty: 4327.932129
	Iteration 6F: 3 clusters Score -668234.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -668766.312500 Penalty: 4327.932129
	Iteration 7F: 3 clusters Score -668766.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -669178.375000 Penalty: 4327.932129
	Iteration 8F: 3 clusters Score -669178.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -669442.062500 Penalty: 4327.932129
	Iteration 9Q: 3 clusters Score -669442.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -669576.750000 Penalty: 4327.932129
	Iteration 10Q: 3 clusters Score -669576.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -669663.187500 Penalty: 4327.932129
	Iteration 11Q: 3 clusters Score -669663.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -669710.000000 Penalty: 4327.932129
	Iteration 12Q: 3 clusters Score -669710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -669732.625000 Penalty: 4327.932129
	Iteration 13Q: 3 clusters Score -669732.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -669746.375000 Penalty: 4327.932129
	Iteration 14Q: 3 clusters Score -669746.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -669755.000000 Penalty: 4327.932129
	Iteration 15Q: 3 clusters Score -669755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -669755.875000 Penalty: 4327.932129
	Iteration 16Q: 3 clusters Score -669755.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -669760.750000 Penalty: 4327.932129
	Iteration 17Q: 3 clusters Score -669760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -669761.312500 Penalty: 4327.932129
	Iteration 18Q: 3 clusters Score -669761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -669762.125000 Penalty: 4327.932129
	Iteration 19Q: 3 clusters Score -669762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -669762.875000 Penalty: 4327.932129
	Iteration 20F: 3 clusters Score -669762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168013 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39418 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166578 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259062 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81490 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 27015 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 73004 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15434 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Mstep: Class 36 contains 2232 members 
Entering Unmasked Estep 
Score: -205568000.000000 Penalty: 128518.421875
Splitting cluster 10 changes total score from -205569344.000000 to -205568000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (113496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Entering Unmasked Estep 
Score: -13467044.000000 Penalty: 2886.601562
	Iteration 0F: 2 clusters Score -1.346704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -13391001.000000 Penalty: 5773.203125
	Iteration 0F: 3 clusters Score -1.3391e+07 nChanged 53961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -13423182.000000 Penalty: 5773.203125
	Iteration 1F: 3 clusters Score -1.342318e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -13425004.000000 Penalty: 5773.203125
	Iteration 2Q: 3 clusters Score -1.3425e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -13427673.000000 Penalty: 5773.203125
	Iteration 3F: 3 clusters Score -1.342767e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -13431767.000000 Penalty: 5773.203125
	Iteration 4F: 3 clusters Score -1.343177e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -13437686.000000 Penalty: 5773.203125
	Iteration 5F: 3 clusters Score -1.343769e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -13444117.000000 Penalty: 5773.203125
	Iteration 6F: 3 clusters Score -1.344412e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -13450475.000000 Penalty: 5773.203125
	Iteration 7F: 3 clusters Score -1.345048e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -13455801.000000 Penalty: 5773.203125
	Iteration 8F: 3 clusters Score -1.34558e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -13459826.000000 Penalty: 5773.203125
	Iteration 9Q: 3 clusters Score -1.345983e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110005 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -13462309.000000 Penalty: 5773.203125
	Iteration 10Q: 3 clusters Score -1.346231e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -13463512.000000 Penalty: 5773.203125
	Iteration 11Q: 3 clusters Score -1.346351e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13464051.000000 Penalty: 5773.203125
	Iteration 12Q: 3 clusters Score -1.346405e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13464296.000000 Penalty: 5773.203125
	Iteration 13Q: 3 clusters Score -1.34643e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112684 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13464444.000000 Penalty: 5773.203125
	Iteration 14Q: 3 clusters Score -1.346444e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13464525.000000 Penalty: 5773.203125
	Iteration 15Q: 3 clusters Score -1.346452e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13464578.000000 Penalty: 5773.203125
	Iteration 16Q: 3 clusters Score -1.346458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13464619.000000 Penalty: 5773.203125
	Iteration 17Q: 3 clusters Score -1.346462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112872 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13464653.000000 Penalty: 5773.203125
	Iteration 18Q: 3 clusters Score -1.346465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13464656.000000 Penalty: 5773.203125
	Iteration 19Q: 3 clusters Score -1.346466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13464681.000000 Penalty: 5773.203125
	Iteration 20F: 3 clusters Score -1.346468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112899 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13464695.000000 Penalty: 5773.203125
	Iteration 21Q: 3 clusters Score -1.34647e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13464729.000000 Penalty: 5773.203125
	Iteration 22Q: 3 clusters Score -1.346473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13464746.000000 Penalty: 5773.203125
	Iteration 23Q: 3 clusters Score -1.346475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112922 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13464758.000000 Penalty: 5773.203125
	Iteration 24Q: 3 clusters Score -1.346476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13464767.000000 Penalty: 5773.203125
	Iteration 25Q: 3 clusters Score -1.346477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13464797.000000 Penalty: 5773.203125
	Iteration 26Q: 3 clusters Score -1.34648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13464829.000000 Penalty: 5773.203125
	Iteration 27Q: 3 clusters Score -1.346483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13464841.000000 Penalty: 5773.203125
	Iteration 28Q: 3 clusters Score -1.346484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13464860.000000 Penalty: 5773.203125
	Iteration 29Q: 3 clusters Score -1.346486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13464872.000000 Penalty: 5773.203125
	Iteration 30Q: 3 clusters Score -1.346487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13464890.000000 Penalty: 5773.203125
	Iteration 31Q: 3 clusters Score -1.346489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13464894.000000 Penalty: 5773.203125
	Iteration 32Q: 3 clusters Score -1.346489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -13464900.000000 Penalty: 5773.203125
	Iteration 33Q: 3 clusters Score -1.34649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13464893.000000 Penalty: 5773.203125
	Iteration 34Q: 3 clusters Score -1.346489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13464898.000000 Penalty: 5773.203125
	Iteration 35Q: 3 clusters Score -1.34649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13464913.000000 Penalty: 5773.203125
	Iteration 36Q: 3 clusters Score -1.346491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13464914.000000 Penalty: 5773.203125
	Iteration 37Q: 3 clusters Score -1.346491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13464921.000000 Penalty: 5773.203125
	Iteration 38Q: 3 clusters Score -1.346492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13464920.000000 Penalty: 5773.203125
	Iteration 39Q: 3 clusters Score -1.346492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13464921.000000 Penalty: 5773.203125
	Iteration 40F: 3 clusters Score -1.346492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -13464921.000000 Penalty: 5773.203125
	Iteration 41Q: 3 clusters Score -1.346492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13464918.000000 Penalty: 5773.203125
	Iteration 42Q: 3 clusters Score -1.346492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13464924.000000 Penalty: 5773.203125
	Iteration 43Q: 3 clusters Score -1.346492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13464922.000000 Penalty: 5773.203125
	Iteration 44Q: 3 clusters Score -1.346492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13464922.000000 Penalty: 5773.203125
	Iteration 45F: 3 clusters Score -1.346492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (259062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259062 members 
Entering Unmasked Estep 
Score: -30346376.000000 Penalty: 3091.276123
	Iteration 0F: 2 clusters Score -3.034638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -30172930.000000 Penalty: 6182.552246
	Iteration 0F: 3 clusters Score -3.017293e+07 nChanged 125234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132291 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
Score: -30247676.000000 Penalty: 6182.552246
	Iteration 1F: 3 clusters Score -3.024768e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -30249304.000000 Penalty: 6182.552246
	Iteration 2Q: 3 clusters Score -3.02493e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 123117 members 
Entering Unmasked Estep 
Score: -30250996.000000 Penalty: 6182.552246
	Iteration 3Q: 3 clusters Score -3.0251e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139160 members 
Mstep: Class 2 contains 119902 members 
Entering Unmasked Estep 
Score: -30253080.000000 Penalty: 6182.552246
	Iteration 4Q: 3 clusters Score -3.025308e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144023 members 
Mstep: Class 2 contains 115039 members 
Entering Unmasked Estep 
Score: -30256000.000000 Penalty: 6182.552246
	Iteration 5Q: 3 clusters Score -3.0256e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -30259836.000000 Penalty: 6182.552246
	Iteration 6Q: 3 clusters Score -3.025984e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161461 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -30266158.000000 Penalty: 6182.552246
	Iteration 7Q: 3 clusters Score -3.026616e+07 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175037 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -30275562.000000 Penalty: 6182.552246
	Iteration 8F: 3 clusters Score -3.027556e+07 nChanged 17578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191567 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -30288250.000000 Penalty: 6182.552246
	Iteration 9F: 3 clusters Score -3.028825e+07 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208795 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -30302982.000000 Penalty: 6182.552246
	Iteration 10F: 3 clusters Score -3.030298e+07 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223842 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -30315652.000000 Penalty: 6182.552246
	Iteration 11F: 3 clusters Score -3.031565e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235482 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -30325530.000000 Penalty: 6182.552246
	Iteration 12Q: 3 clusters Score -3.032553e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243758 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -30332526.000000 Penalty: 6182.552246
	Iteration 13Q: 3 clusters Score -3.033253e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249630 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -30337076.000000 Penalty: 6182.552246
	Iteration 14Q: 3 clusters Score -3.033708e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253500 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -30340114.000000 Penalty: 6182.552246
	Iteration 15Q: 3 clusters Score -3.034011e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255824 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -30341948.000000 Penalty: 6182.552246
	Iteration 16Q: 3 clusters Score -3.034195e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257101 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -30342980.000000 Penalty: 6182.552246
	Iteration 17Q: 3 clusters Score -3.034298e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257731 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -30343470.000000 Penalty: 6182.552246
	Iteration 18Q: 3 clusters Score -3.034347e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258039 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -30343762.000000 Penalty: 6182.552246
	Iteration 19Q: 3 clusters Score -3.034376e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258216 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -30343864.000000 Penalty: 6182.552246
	Iteration 20F: 3 clusters Score -3.034386e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258313 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -30344004.000000 Penalty: 6182.552246
	Iteration 21Q: 3 clusters Score -3.0344e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258371 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -30344070.000000 Penalty: 6182.552246
	Iteration 22Q: 3 clusters Score -3.034407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258406 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -30344112.000000 Penalty: 6182.552246
	Iteration 23Q: 3 clusters Score -3.034411e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258421 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -30344132.000000 Penalty: 6182.552246
	Iteration 24Q: 3 clusters Score -3.034413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258435 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -30344114.000000 Penalty: 6182.552246
	Iteration 25Q: 3 clusters Score -3.034411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258445 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -30344122.000000 Penalty: 6182.552246
	Iteration 26Q: 3 clusters Score -3.034412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258453 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -30344138.000000 Penalty: 6182.552246
	Iteration 27Q: 3 clusters Score -3.034414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258451 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -30344160.000000 Penalty: 6182.552246
	Iteration 28Q: 3 clusters Score -3.034416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258455 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -30344154.000000 Penalty: 6182.552246
	Iteration 29Q: 3 clusters Score -3.034415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258457 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -30344178.000000 Penalty: 6182.552246
	Iteration 30Q: 3 clusters Score -3.034418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258465 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -30344170.000000 Penalty: 6182.552246
	Iteration 31Q: 3 clusters Score -3.034417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258468 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -30344190.000000 Penalty: 6182.552246
	Iteration 32Q: 3 clusters Score -3.034419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258470 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -30344196.000000 Penalty: 6182.552246
	Iteration 33Q: 3 clusters Score -3.03442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258470 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -30344204.000000 Penalty: 6182.552246
	Iteration 34Q: 3 clusters Score -3.03442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258474 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -30344190.000000 Penalty: 6182.552246
	Iteration 35Q: 3 clusters Score -3.034419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258475 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -30344210.000000 Penalty: 6182.552246
	Iteration 36Q: 3 clusters Score -3.034421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258478 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -30344206.000000 Penalty: 6182.552246
	Iteration 37Q: 3 clusters Score -3.034421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258478 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -30344206.000000 Penalty: 6182.552246
	Iteration 38F: 3 clusters Score -3.034421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Entering Unmasked Estep 
Score: -3612465.000000 Penalty: 2577.209961
	Iteration 0F: 2 clusters Score -3612465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3590263.250000 Penalty: 5154.419922
	Iteration 0F: 3 clusters Score -3590263 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3598491.500000 Penalty: 5154.419922
	Iteration 1F: 3 clusters Score -3598492 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3599257.000000 Penalty: 5154.419922
	Iteration 2F: 3 clusters Score -3599257 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3600126.250000 Penalty: 5154.419922
	Iteration 3F: 3 clusters Score -3600126 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3601040.750000 Penalty: 5154.419922
	Iteration 4F: 3 clusters Score -3601041 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3602142.250000 Penalty: 5154.419922
	Iteration 5F: 3 clusters Score -3602142 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3603360.500000 Penalty: 5154.419922
	Iteration 6F: 3 clusters Score -3603360 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3604610.750000 Penalty: 5154.419922
	Iteration 7F: 3 clusters Score -3604611 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3605811.750000 Penalty: 5154.419922
	Iteration 8Q: 3 clusters Score -3605812 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3606869.500000 Penalty: 5154.419922
	Iteration 9Q: 3 clusters Score -3606870 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3607694.000000 Penalty: 5154.419922
	Iteration 10Q: 3 clusters Score -3607694 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3608307.750000 Penalty: 5154.419922
	Iteration 11Q: 3 clusters Score -3608308 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3608797.000000 Penalty: 5154.419922
	Iteration 12Q: 3 clusters Score -3608797 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3609170.000000 Penalty: 5154.419922
	Iteration 13Q: 3 clusters Score -3609170 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3609492.000000 Penalty: 5154.419922
	Iteration 14Q: 3 clusters Score -3609492 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3609760.250000 Penalty: 5154.419922
	Iteration 15Q: 3 clusters Score -3609760 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3609960.000000 Penalty: 5154.419922
	Iteration 16Q: 3 clusters Score -3609960 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3610143.000000 Penalty: 5154.419922
	Iteration 17Q: 3 clusters Score -3610143 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3610323.500000 Penalty: 5154.419922
	Iteration 18Q: 3 clusters Score -3610324 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3610458.500000 Penalty: 5154.419922
	Iteration 19Q: 3 clusters Score -3610458 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3610583.000000 Penalty: 5154.419922
	Iteration 20F: 3 clusters Score -3610583 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3610749.250000 Penalty: 5154.419922
	Iteration 21Q: 3 clusters Score -3610749 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -3611009.250000 Penalty: 5154.419922
	Iteration 22Q: 3 clusters Score -3611009 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3611271.500000 Penalty: 5154.419922
	Iteration 23Q: 3 clusters Score -3611272 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3611371.750000 Penalty: 5154.419922
	Iteration 24Q: 3 clusters Score -3611372 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3611416.500000 Penalty: 5154.419922
	Iteration 25Q: 3 clusters Score -3611416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3611437.500000 Penalty: 5154.419922
	Iteration 26Q: 3 clusters Score -3611438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3611459.750000 Penalty: 5154.419922
	Iteration 27Q: 3 clusters Score -3611460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3611477.000000 Penalty: 5154.419922
	Iteration 28Q: 3 clusters Score -3611477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3611478.500000 Penalty: 5154.419922
	Iteration 29Q: 3 clusters Score -3611478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3611496.000000 Penalty: 5154.419922
	Iteration 30Q: 3 clusters Score -3611496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3611504.000000 Penalty: 5154.419922
	Iteration 31Q: 3 clusters Score -3611504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3611511.500000 Penalty: 5154.419922
	Iteration 32Q: 3 clusters Score -3611512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3611502.750000 Penalty: 5154.419922
	Iteration 33Q: 3 clusters Score -3611503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3611506.250000 Penalty: 5154.419922
	Iteration 34Q: 3 clusters Score -3611506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3611506.250000 Penalty: 5154.419922
	Iteration 35Q: 3 clusters Score -3611506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3611502.000000 Penalty: 5154.419922
	Iteration 36Q: 3 clusters Score -3611502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3611508.500000 Penalty: 5154.419922
	Iteration 37Q: 3 clusters Score -3611508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3611509.500000 Penalty: 5154.419922
	Iteration 38Q: 3 clusters Score -3611510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3611512.250000 Penalty: 5154.419922
	Iteration 39Q: 3 clusters Score -3611512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3611514.500000 Penalty: 5154.419922
	Iteration 40F: 3 clusters Score -3611514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3611519.500000 Penalty: 5154.419922
	Iteration 41Q: 3 clusters Score -3611520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3611525.000000 Penalty: 5154.419922
	Iteration 42Q: 3 clusters Score -3611525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3611516.000000 Penalty: 5154.419922
	Iteration 43Q: 3 clusters Score -3611516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -3611516.750000 Penalty: 5154.419922
	Iteration 44Q: 3 clusters Score -3611517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3611518.250000 Penalty: 5154.419922
	Iteration 45Q: 3 clusters Score -3611518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3611522.250000 Penalty: 5154.419922
	Iteration 46Q: 3 clusters Score -3611522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3611528.750000 Penalty: 5154.419922
	Iteration 47Q: 3 clusters Score -3611529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3611531.500000 Penalty: 5154.419922
	Iteration 48Q: 3 clusters Score -3611532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3611533.000000 Penalty: 5154.419922
	Iteration 49Q: 3 clusters Score -3611533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3611528.250000 Penalty: 5154.419922
	Iteration 50Q: 3 clusters Score -3611528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3611530.250000 Penalty: 5154.419922
	Iteration 51Q: 3 clusters Score -3611530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -3611531.250000 Penalty: 5154.419922
	Iteration 52Q: 3 clusters Score -3611531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3611535.750000 Penalty: 5154.419922
	Iteration 53Q: 3 clusters Score -3611536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3611538.750000 Penalty: 5154.419922
	Iteration 54Q: 3 clusters Score -3611539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3611549.250000 Penalty: 5154.419922
	Iteration 55Q: 3 clusters Score -3611549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3611552.500000 Penalty: 5154.419922
	Iteration 56Q: 3 clusters Score -3611552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3611554.750000 Penalty: 5154.419922
	Iteration 57Q: 3 clusters Score -3611555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3611557.750000 Penalty: 5154.419922
	Iteration 58Q: 3 clusters Score -3611558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3611556.000000 Penalty: 5154.419922
	Iteration 59Q: 3 clusters Score -3611556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3611555.250000 Penalty: 5154.419922
	Iteration 60F: 3 clusters Score -3611555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3611563.250000 Penalty: 5154.419922
	Iteration 61Q: 3 clusters Score -3611563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3611567.000000 Penalty: 5154.419922
	Iteration 62Q: 3 clusters Score -3611567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3611570.250000 Penalty: 5154.419922
	Iteration 63Q: 3 clusters Score -3611570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3611567.500000 Penalty: 5154.419922
	Iteration 64Q: 3 clusters Score -3611568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -3611571.500000 Penalty: 5154.419922
	Iteration 65Q: 3 clusters Score -3611572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3611569.750000 Penalty: 5154.419922
	Iteration 66Q: 3 clusters Score -3611570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3611578.000000 Penalty: 5154.419922
	Iteration 67Q: 3 clusters Score -3611578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3611579.750000 Penalty: 5154.419922
	Iteration 68Q: 3 clusters Score -3611580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3611585.500000 Penalty: 5154.419922
	Iteration 69Q: 3 clusters Score -3611586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3611591.250000 Penalty: 5154.419922
	Iteration 70Q: 3 clusters Score -3611591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3611593.500000 Penalty: 5154.419922
	Iteration 71Q: 3 clusters Score -3611594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3611594.000000 Penalty: 5154.419922
	Iteration 72Q: 3 clusters Score -3611594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3611592.000000 Penalty: 5154.419922
	Iteration 73Q: 3 clusters Score -3611592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3611596.250000 Penalty: 5154.419922
	Iteration 74Q: 3 clusters Score -3611596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3611594.000000 Penalty: 5154.419922
	Iteration 75Q: 3 clusters Score -3611594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -3611593.250000 Penalty: 5154.419922
	Iteration 76Q: 3 clusters Score -3611593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3611596.750000 Penalty: 5154.419922
	Iteration 77Q: 3 clusters Score -3611597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3611595.250000 Penalty: 5154.419922
	Iteration 78Q: 3 clusters Score -3611595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3611595.500000 Penalty: 5154.419922
	Iteration 79Q: 3 clusters Score -3611596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3611595.500000 Penalty: 5154.419922
	Iteration 80F: 3 clusters Score -3611596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3611595.250000 Penalty: 5154.419922
	Iteration 81Q: 3 clusters Score -3611595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3611604.000000 Penalty: 5154.419922
	Iteration 82Q: 3 clusters Score -3611604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3611603.250000 Penalty: 5154.419922
	Iteration 83Q: 3 clusters Score -3611603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3611610.000000 Penalty: 5154.419922
	Iteration 84Q: 3 clusters Score -3611610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3611606.250000 Penalty: 5154.419922
	Iteration 85Q: 3 clusters Score -3611606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3611603.750000 Penalty: 5154.419922
	Iteration 86Q: 3 clusters Score -3611604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3611603.750000 Penalty: 5154.419922
	Iteration 87F: 3 clusters Score -3611604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171804 members 
Entering Unmasked Estep 
Score: -20789574.000000 Penalty: 2989.419189
	Iteration 0F: 2 clusters Score -2.078957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -20681578.000000 Penalty: 5978.838379
	Iteration 0F: 3 clusters Score -2.068158e+07 nChanged 82499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -20730208.000000 Penalty: 5978.838379
	Iteration 1F: 3 clusters Score -2.073021e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -20731730.000000 Penalty: 5978.838379
	Iteration 2Q: 3 clusters Score -2.073173e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -20733576.000000 Penalty: 5978.838379
	Iteration 3Q: 3 clusters Score -2.073358e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -20736186.000000 Penalty: 5978.838379
	Iteration 4Q: 3 clusters Score -2.073619e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -20739572.000000 Penalty: 5978.838379
	Iteration 5Q: 3 clusters Score -2.073957e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -20743698.000000 Penalty: 5978.838379
	Iteration 6F: 3 clusters Score -2.07437e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 108784 members 
Entering Unmasked Estep 
Score: -20748588.000000 Penalty: 5978.838379
	Iteration 7F: 3 clusters Score -2.074859e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -20753620.000000 Penalty: 5978.838379
	Iteration 8F: 3 clusters Score -2.075362e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 123866 members 
Entering Unmasked Estep 
Score: -20758426.000000 Penalty: 5978.838379
	Iteration 9F: 3 clusters Score -2.075843e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 132095 members 
Entering Unmasked Estep 
Score: -20763476.000000 Penalty: 5978.838379
	Iteration 10F: 3 clusters Score -2.076348e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -20768936.000000 Penalty: 5978.838379
	Iteration 11Q: 3 clusters Score -2.076894e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 148589 members 
Entering Unmasked Estep 
Score: -20774322.000000 Penalty: 5978.838379
	Iteration 12Q: 3 clusters Score -2.077432e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -20779222.000000 Penalty: 5978.838379
	Iteration 13Q: 3 clusters Score -2.077922e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -20782328.000000 Penalty: 5978.838379
	Iteration 14Q: 3 clusters Score -2.078233e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 166092 members 
Entering Unmasked Estep 
Score: -20784598.000000 Penalty: 5978.838379
	Iteration 15Q: 3 clusters Score -2.07846e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 168455 members 
Entering Unmasked Estep 
Score: -20785848.000000 Penalty: 5978.838379
	Iteration 16Q: 3 clusters Score -2.078585e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 169800 members 
Entering Unmasked Estep 
Score: -20786392.000000 Penalty: 5978.838379
	Iteration 17Q: 3 clusters Score -2.078639e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 170479 members 
Entering Unmasked Estep 
Score: -20786586.000000 Penalty: 5978.838379
	Iteration 18Q: 3 clusters Score -2.078659e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 170827 members 
Entering Unmasked Estep 
Score: -20786712.000000 Penalty: 5978.838379
	Iteration 19Q: 3 clusters Score -2.078671e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -20786872.000000 Penalty: 5978.838379
	Iteration 20F: 3 clusters Score -2.078687e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 171145 members 
Entering Unmasked Estep 
Score: -20786996.000000 Penalty: 5978.838379
	Iteration 21Q: 3 clusters Score -2.0787e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 171204 members 
Entering Unmasked Estep 
Score: -20787036.000000 Penalty: 5978.838379
	Iteration 22Q: 3 clusters Score -2.078704e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -20787050.000000 Penalty: 5978.838379
	Iteration 23Q: 3 clusters Score -2.078705e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -20787082.000000 Penalty: 5978.838379
	Iteration 24Q: 3 clusters Score -2.078708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -20787094.000000 Penalty: 5978.838379
	Iteration 25Q: 3 clusters Score -2.078709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 171291 members 
Entering Unmasked Estep 
Score: -20787096.000000 Penalty: 5978.838379
	Iteration 26Q: 3 clusters Score -2.07871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -20787110.000000 Penalty: 5978.838379
	Iteration 27Q: 3 clusters Score -2.078711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -20787124.000000 Penalty: 5978.838379
	Iteration 28Q: 3 clusters Score -2.078712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -20787124.000000 Penalty: 5978.838379
	Iteration 29Q: 3 clusters Score -2.078712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 171311 members 
Entering Unmasked Estep 
Score: -20787134.000000 Penalty: 5978.838379
	Iteration 30Q: 3 clusters Score -2.078713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -20787146.000000 Penalty: 5978.838379
	Iteration 31Q: 3 clusters Score -2.078715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -20787154.000000 Penalty: 5978.838379
	Iteration 32Q: 3 clusters Score -2.078715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -20787150.000000 Penalty: 5978.838379
	Iteration 33Q: 3 clusters Score -2.078715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -20787160.000000 Penalty: 5978.838379
	Iteration 34Q: 3 clusters Score -2.078716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -20787160.000000 Penalty: 5978.838379
	Iteration 35F: 3 clusters Score -2.078716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Entering Unmasked Estep 
Score: -1939715.500000 Penalty: 2416.982422
	Iteration 0F: 2 clusters Score -1939716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1927518.125000 Penalty: 4833.964844
	Iteration 0F: 3 clusters Score -1927518 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1931499.750000 Penalty: 4833.964844
	Iteration 1F: 3 clusters Score -1931500 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1932009.375000 Penalty: 4833.964844
	Iteration 2F: 3 clusters Score -1932009 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1932471.000000 Penalty: 4833.964844
	Iteration 3F: 3 clusters Score -1932471 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1932937.125000 Penalty: 4833.964844
	Iteration 4F: 3 clusters Score -1932937 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1933400.875000 Penalty: 4833.964844
	Iteration 5Q: 3 clusters Score -1933401 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1933919.750000 Penalty: 4833.964844
	Iteration 6Q: 3 clusters Score -1933920 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1934434.250000 Penalty: 4833.964844
	Iteration 7F: 3 clusters Score -1934434 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1934896.875000 Penalty: 4833.964844
	Iteration 8Q: 3 clusters Score -1934897 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1935347.375000 Penalty: 4833.964844
	Iteration 9Q: 3 clusters Score -1935347 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1935831.625000 Penalty: 4833.964844
	Iteration 10Q: 3 clusters Score -1935832 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1936262.500000 Penalty: 4833.964844
	Iteration 11Q: 3 clusters Score -1936262 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1936623.750000 Penalty: 4833.964844
	Iteration 12Q: 3 clusters Score -1936624 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1936909.625000 Penalty: 4833.964844
	Iteration 13Q: 3 clusters Score -1936910 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1937156.750000 Penalty: 4833.964844
	Iteration 14Q: 3 clusters Score -1937157 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1937348.000000 Penalty: 4833.964844
	Iteration 15Q: 3 clusters Score -1937348 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1937510.875000 Penalty: 4833.964844
	Iteration 16Q: 3 clusters Score -1937511 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1937637.375000 Penalty: 4833.964844
	Iteration 17Q: 3 clusters Score -1937637 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1937715.250000 Penalty: 4833.964844
	Iteration 18Q: 3 clusters Score -1937715 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1937792.000000 Penalty: 4833.964844
	Iteration 19Q: 3 clusters Score -1937792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1937855.875000 Penalty: 4833.964844
	Iteration 20F: 3 clusters Score -1937856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1937935.125000 Penalty: 4833.964844
	Iteration 21Q: 3 clusters Score -1937935 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1937988.000000 Penalty: 4833.964844
	Iteration 22Q: 3 clusters Score -1937988 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1938028.375000 Penalty: 4833.964844
	Iteration 23Q: 3 clusters Score -1938028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1938046.125000 Penalty: 4833.964844
	Iteration 24Q: 3 clusters Score -1938046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1938067.500000 Penalty: 4833.964844
	Iteration 25Q: 3 clusters Score -1938068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1938080.500000 Penalty: 4833.964844
	Iteration 26Q: 3 clusters Score -1938080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1938086.250000 Penalty: 4833.964844
	Iteration 27Q: 3 clusters Score -1938086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1938108.625000 Penalty: 4833.964844
	Iteration 28Q: 3 clusters Score -1938109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1938117.375000 Penalty: 4833.964844
	Iteration 29Q: 3 clusters Score -1938117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1938116.500000 Penalty: 4833.964844
	Iteration 30Q: 3 clusters Score -1938116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1938124.750000 Penalty: 4833.964844
	Iteration 31Q: 3 clusters Score -1938125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1938130.000000 Penalty: 4833.964844
	Iteration 32Q: 3 clusters Score -1938130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1938134.250000 Penalty: 4833.964844
	Iteration 33Q: 3 clusters Score -1938134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1938146.375000 Penalty: 4833.964844
	Iteration 34Q: 3 clusters Score -1938146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1938148.375000 Penalty: 4833.964844
	Iteration 35Q: 3 clusters Score -1938148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1938155.000000 Penalty: 4833.964844
	Iteration 36Q: 3 clusters Score -1938155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1938160.250000 Penalty: 4833.964844
	Iteration 37Q: 3 clusters Score -1938160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1938164.375000 Penalty: 4833.964844
	Iteration 38Q: 3 clusters Score -1938164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1938160.750000 Penalty: 4833.964844
	Iteration 39Q: 3 clusters Score -1938161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1938162.125000 Penalty: 4833.964844
	Iteration 40F: 3 clusters Score -1938162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1938163.500000 Penalty: 4833.964844
	Iteration 41Q: 3 clusters Score -1938164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1938167.250000 Penalty: 4833.964844
	Iteration 42Q: 3 clusters Score -1938167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1938171.875000 Penalty: 4833.964844
	Iteration 43Q: 3 clusters Score -1938172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1938172.000000 Penalty: 4833.964844
	Iteration 44Q: 3 clusters Score -1938172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1938171.000000 Penalty: 4833.964844
	Iteration 45Q: 3 clusters Score -1938171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1938174.500000 Penalty: 4833.964844
	Iteration 46Q: 3 clusters Score -1938174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1938172.750000 Penalty: 4833.964844
	Iteration 47Q: 3 clusters Score -1938173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1938171.250000 Penalty: 4833.964844
	Iteration 48Q: 3 clusters Score -1938171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1938167.625000 Penalty: 4833.964844
	Iteration 49Q: 3 clusters Score -1938168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1938169.000000 Penalty: 4833.964844
	Iteration 50Q: 3 clusters Score -1938169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1938169.000000 Penalty: 4833.964844
	Iteration 51F: 3 clusters Score -1938169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Entering Unmasked Estep 
Score: -3245487.000000 Penalty: 2522.861328
	Iteration 0F: 2 clusters Score -3245487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3227480.000000 Penalty: 5045.722656
	Iteration 0F: 3 clusters Score -3227480 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3233732.250000 Penalty: 5045.722656
	Iteration 1F: 3 clusters Score -3233732 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3234103.750000 Penalty: 5045.722656
	Iteration 2Q: 3 clusters Score -3234104 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3234449.000000 Penalty: 5045.722656
	Iteration 3Q: 3 clusters Score -3234449 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3234728.750000 Penalty: 5045.722656
	Iteration 4Q: 3 clusters Score -3234729 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3235044.250000 Penalty: 5045.722656
	Iteration 5Q: 3 clusters Score -3235044 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3235351.500000 Penalty: 5045.722656
	Iteration 6Q: 3 clusters Score -3235352 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3235706.750000 Penalty: 5045.722656
	Iteration 7Q: 3 clusters Score -3235707 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3236068.250000 Penalty: 5045.722656
	Iteration 8Q: 3 clusters Score -3236068 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3236414.000000 Penalty: 5045.722656
	Iteration 9Q: 3 clusters Score -3236414 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3236795.250000 Penalty: 5045.722656
	Iteration 10Q: 3 clusters Score -3236795 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3237203.250000 Penalty: 5045.722656
	Iteration 11Q: 3 clusters Score -3237203 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3237648.500000 Penalty: 5045.722656
	Iteration 12Q: 3 clusters Score -3237648 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3238149.750000 Penalty: 5045.722656
	Iteration 13Q: 3 clusters Score -3238150 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3238657.000000 Penalty: 5045.722656
	Iteration 14Q: 3 clusters Score -3238657 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3239115.250000 Penalty: 5045.722656
	Iteration 15Q: 3 clusters Score -3239115 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3239445.250000 Penalty: 5045.722656
	Iteration 16Q: 3 clusters Score -3239445 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3239695.750000 Penalty: 5045.722656
	Iteration 17Q: 3 clusters Score -3239696 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3239872.000000 Penalty: 5045.722656
	Iteration 18Q: 3 clusters Score -3239872 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3239991.250000 Penalty: 5045.722656
	Iteration 19Q: 3 clusters Score -3239991 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3240097.000000 Penalty: 5045.722656
	Iteration 20F: 3 clusters Score -3240097 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3240204.250000 Penalty: 5045.722656
	Iteration 21Q: 3 clusters Score -3240204 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3240312.250000 Penalty: 5045.722656
	Iteration 22Q: 3 clusters Score -3240312 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3240419.500000 Penalty: 5045.722656
	Iteration 23Q: 3 clusters Score -3240420 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3240537.250000 Penalty: 5045.722656
	Iteration 24Q: 3 clusters Score -3240537 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3240654.500000 Penalty: 5045.722656
	Iteration 25Q: 3 clusters Score -3240654 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3240766.000000 Penalty: 5045.722656
	Iteration 26Q: 3 clusters Score -3240766 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3240909.500000 Penalty: 5045.722656
	Iteration 27Q: 3 clusters Score -3240910 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3241030.500000 Penalty: 5045.722656
	Iteration 28Q: 3 clusters Score -3241030 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3241175.500000 Penalty: 5045.722656
	Iteration 29Q: 3 clusters Score -3241176 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3241315.000000 Penalty: 5045.722656
	Iteration 30Q: 3 clusters Score -3241315 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3241463.750000 Penalty: 5045.722656
	Iteration 31Q: 3 clusters Score -3241464 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3241619.000000 Penalty: 5045.722656
	Iteration 32Q: 3 clusters Score -3241619 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3241778.750000 Penalty: 5045.722656
	Iteration 33Q: 3 clusters Score -3241779 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3241964.750000 Penalty: 5045.722656
	Iteration 34Q: 3 clusters Score -3241965 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3242138.750000 Penalty: 5045.722656
	Iteration 35Q: 3 clusters Score -3242139 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3242289.500000 Penalty: 5045.722656
	Iteration 36Q: 3 clusters Score -3242290 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3242459.250000 Penalty: 5045.722656
	Iteration 37Q: 3 clusters Score -3242459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3242575.250000 Penalty: 5045.722656
	Iteration 38Q: 3 clusters Score -3242575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3242679.000000 Penalty: 5045.722656
	Iteration 39Q: 3 clusters Score -3242679 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3242770.000000 Penalty: 5045.722656
	Iteration 40F: 3 clusters Score -3242770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3242860.750000 Penalty: 5045.722656
	Iteration 41Q: 3 clusters Score -3242861 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3242937.500000 Penalty: 5045.722656
	Iteration 42Q: 3 clusters Score -3242938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3242995.000000 Penalty: 5045.722656
	Iteration 43Q: 3 clusters Score -3242995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3243052.250000 Penalty: 5045.722656
	Iteration 44Q: 3 clusters Score -3243052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3243079.750000 Penalty: 5045.722656
	Iteration 45Q: 3 clusters Score -3243080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3243116.000000 Penalty: 5045.722656
	Iteration 46Q: 3 clusters Score -3243116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3243136.500000 Penalty: 5045.722656
	Iteration 47Q: 3 clusters Score -3243136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3243161.750000 Penalty: 5045.722656
	Iteration 48Q: 3 clusters Score -3243162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3243191.500000 Penalty: 5045.722656
	Iteration 49Q: 3 clusters Score -3243192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3243206.500000 Penalty: 5045.722656
	Iteration 50Q: 3 clusters Score -3243206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3243220.750000 Penalty: 5045.722656
	Iteration 51Q: 3 clusters Score -3243221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3243235.750000 Penalty: 5045.722656
	Iteration 52Q: 3 clusters Score -3243236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3243250.750000 Penalty: 5045.722656
	Iteration 53Q: 3 clusters Score -3243251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3243260.000000 Penalty: 5045.722656
	Iteration 54Q: 3 clusters Score -3243260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3243264.500000 Penalty: 5045.722656
	Iteration 55Q: 3 clusters Score -3243264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3243270.750000 Penalty: 5045.722656
	Iteration 56Q: 3 clusters Score -3243271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3243277.750000 Penalty: 5045.722656
	Iteration 57Q: 3 clusters Score -3243278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3243283.750000 Penalty: 5045.722656
	Iteration 58Q: 3 clusters Score -3243284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3243283.000000 Penalty: 5045.722656
	Iteration 59Q: 3 clusters Score -3243283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3243285.250000 Penalty: 5045.722656
	Iteration 60F: 3 clusters Score -3243285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3243289.000000 Penalty: 5045.722656
	Iteration 61Q: 3 clusters Score -3243289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3243290.500000 Penalty: 5045.722656
	Iteration 62Q: 3 clusters Score -3243290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3243295.500000 Penalty: 5045.722656
	Iteration 63Q: 3 clusters Score -3243296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3243296.000000 Penalty: 5045.722656
	Iteration 64Q: 3 clusters Score -3243296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3243296.000000 Penalty: 5045.722656
	Iteration 65F: 3 clusters Score -3243296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Entering Unmasked Estep 
Score: -9656755.000000 Penalty: 2804.442383
	Iteration 0F: 2 clusters Score -9656755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -9602211.000000 Penalty: 5608.884766
	Iteration 0F: 3 clusters Score -9602211 nChanged 38363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -9624418.000000 Penalty: 5608.884766
	Iteration 1F: 3 clusters Score -9624418 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -9625648.000000 Penalty: 5608.884766
	Iteration 2Q: 3 clusters Score -9625648 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -9627360.000000 Penalty: 5608.884766
	Iteration 3F: 3 clusters Score -9627360 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -9629590.000000 Penalty: 5608.884766
	Iteration 4F: 3 clusters Score -9629590 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -9632113.000000 Penalty: 5608.884766
	Iteration 5F: 3 clusters Score -9632113 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -9634611.000000 Penalty: 5608.884766
	Iteration 6F: 3 clusters Score -9634611 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -9636781.000000 Penalty: 5608.884766
	Iteration 7F: 3 clusters Score -9636781 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -9638626.000000 Penalty: 5608.884766
	Iteration 8F: 3 clusters Score -9638626 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -9640118.000000 Penalty: 5608.884766
	Iteration 9Q: 3 clusters Score -9640118 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -9641756.000000 Penalty: 5608.884766
	Iteration 10Q: 3 clusters Score -9641756 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -9643325.000000 Penalty: 5608.884766
	Iteration 11Q: 3 clusters Score -9643325 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -9644990.000000 Penalty: 5608.884766
	Iteration 12Q: 3 clusters Score -9644990 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -9646729.000000 Penalty: 5608.884766
	Iteration 13Q: 3 clusters Score -9646729 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -9648574.000000 Penalty: 5608.884766
	Iteration 14Q: 3 clusters Score -9648574 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -9650313.000000 Penalty: 5608.884766
	Iteration 15Q: 3 clusters Score -9650313 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -9651624.000000 Penalty: 5608.884766
	Iteration 16Q: 3 clusters Score -9651624 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -9652623.000000 Penalty: 5608.884766
	Iteration 17Q: 3 clusters Score -9652623 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -9653293.000000 Penalty: 5608.884766
	Iteration 18Q: 3 clusters Score -9653293 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -9653807.000000 Penalty: 5608.884766
	Iteration 19Q: 3 clusters Score -9653807 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -9654055.000000 Penalty: 5608.884766
	Iteration 20F: 3 clusters Score -9654055 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -9654251.000000 Penalty: 5608.884766
	Iteration 21Q: 3 clusters Score -9654251 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -9654301.000000 Penalty: 5608.884766
	Iteration 22Q: 3 clusters Score -9654301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -9654363.000000 Penalty: 5608.884766
	Iteration 23Q: 3 clusters Score -9654363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -9654409.000000 Penalty: 5608.884766
	Iteration 24Q: 3 clusters Score -9654409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -9654439.000000 Penalty: 5608.884766
	Iteration 25Q: 3 clusters Score -9654439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -9654474.000000 Penalty: 5608.884766
	Iteration 26Q: 3 clusters Score -9654474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -9654499.000000 Penalty: 5608.884766
	Iteration 27Q: 3 clusters Score -9654499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -9654510.000000 Penalty: 5608.884766
	Iteration 28Q: 3 clusters Score -9654510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -9654519.000000 Penalty: 5608.884766
	Iteration 29Q: 3 clusters Score -9654519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -9654517.000000 Penalty: 5608.884766
	Iteration 30Q: 3 clusters Score -9654517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -9654518.000000 Penalty: 5608.884766
	Iteration 31Q: 3 clusters Score -9654518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -9654518.000000 Penalty: 5608.884766
	Iteration 32F: 3 clusters Score -9654518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Entering Unmasked Estep 
Score: -2447385.250000 Penalty: 2468.188477
	Iteration 0F: 2 clusters Score -2447385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2432667.500000 Penalty: 4936.376953
	Iteration 0F: 3 clusters Score -2432668 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2437734.250000 Penalty: 4936.376953
	Iteration 1F: 3 clusters Score -2437734 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2438323.250000 Penalty: 4936.376953
	Iteration 2F: 3 clusters Score -2438323 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2438991.750000 Penalty: 4936.376953
	Iteration 3F: 3 clusters Score -2438992 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2439816.250000 Penalty: 4936.376953
	Iteration 4F: 3 clusters Score -2439816 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2440885.750000 Penalty: 4936.376953
	Iteration 5F: 3 clusters Score -2440886 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2442081.500000 Penalty: 4936.376953
	Iteration 6F: 3 clusters Score -2442082 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2443124.000000 Penalty: 4936.376953
	Iteration 7F: 3 clusters Score -2443124 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2443847.500000 Penalty: 4936.376953
	Iteration 8F: 3 clusters Score -2443848 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2444352.000000 Penalty: 4936.376953
	Iteration 9Q: 3 clusters Score -2444352 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2444709.750000 Penalty: 4936.376953
	Iteration 10Q: 3 clusters Score -2444710 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2444941.500000 Penalty: 4936.376953
	Iteration 11Q: 3 clusters Score -2444942 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2445108.750000 Penalty: 4936.376953
	Iteration 12Q: 3 clusters Score -2445109 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2445249.750000 Penalty: 4936.376953
	Iteration 13Q: 3 clusters Score -2445250 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2445362.000000 Penalty: 4936.376953
	Iteration 14Q: 3 clusters Score -2445362 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2445494.250000 Penalty: 4936.376953
	Iteration 15Q: 3 clusters Score -2445494 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2445568.250000 Penalty: 4936.376953
	Iteration 16Q: 3 clusters Score -2445568 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2445645.000000 Penalty: 4936.376953
	Iteration 17Q: 3 clusters Score -2445645 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2445705.000000 Penalty: 4936.376953
	Iteration 18Q: 3 clusters Score -2445705 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2445764.000000 Penalty: 4936.376953
	Iteration 19Q: 3 clusters Score -2445764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2445829.250000 Penalty: 4936.376953
	Iteration 20F: 3 clusters Score -2445829 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2445859.500000 Penalty: 4936.376953
	Iteration 21Q: 3 clusters Score -2445860 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2445899.250000 Penalty: 4936.376953
	Iteration 22Q: 3 clusters Score -2445899 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2445918.500000 Penalty: 4936.376953
	Iteration 23Q: 3 clusters Score -2445918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2445944.000000 Penalty: 4936.376953
	Iteration 24Q: 3 clusters Score -2445944 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2445966.750000 Penalty: 4936.376953
	Iteration 25Q: 3 clusters Score -2445967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2445983.750000 Penalty: 4936.376953
	Iteration 26Q: 3 clusters Score -2445984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2446004.250000 Penalty: 4936.376953
	Iteration 27Q: 3 clusters Score -2446004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2446029.750000 Penalty: 4936.376953
	Iteration 28Q: 3 clusters Score -2446030 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2446053.250000 Penalty: 4936.376953
	Iteration 29Q: 3 clusters Score -2446053 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2446074.750000 Penalty: 4936.376953
	Iteration 30Q: 3 clusters Score -2446075 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2446113.750000 Penalty: 4936.376953
	Iteration 31Q: 3 clusters Score -2446114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2446137.500000 Penalty: 4936.376953
	Iteration 32Q: 3 clusters Score -2446138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2446151.250000 Penalty: 4936.376953
	Iteration 33Q: 3 clusters Score -2446151 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2446167.500000 Penalty: 4936.376953
	Iteration 34Q: 3 clusters Score -2446168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2446185.250000 Penalty: 4936.376953
	Iteration 35Q: 3 clusters Score -2446185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2446203.250000 Penalty: 4936.376953
	Iteration 36Q: 3 clusters Score -2446203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2446211.250000 Penalty: 4936.376953
	Iteration 37Q: 3 clusters Score -2446211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2446236.500000 Penalty: 4936.376953
	Iteration 38Q: 3 clusters Score -2446236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2446248.250000 Penalty: 4936.376953
	Iteration 39Q: 3 clusters Score -2446248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2446264.500000 Penalty: 4936.376953
	Iteration 40F: 3 clusters Score -2446264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2446282.500000 Penalty: 4936.376953
	Iteration 41Q: 3 clusters Score -2446282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2446292.250000 Penalty: 4936.376953
	Iteration 42Q: 3 clusters Score -2446292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2446308.250000 Penalty: 4936.376953
	Iteration 43Q: 3 clusters Score -2446308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2446305.250000 Penalty: 4936.376953
	Iteration 44Q: 3 clusters Score -2446305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2446320.000000 Penalty: 4936.376953
	Iteration 45Q: 3 clusters Score -2446320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2446339.000000 Penalty: 4936.376953
	Iteration 46Q: 3 clusters Score -2446339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2446358.000000 Penalty: 4936.376953
	Iteration 47Q: 3 clusters Score -2446358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2446373.750000 Penalty: 4936.376953
	Iteration 48Q: 3 clusters Score -2446374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2446388.000000 Penalty: 4936.376953
	Iteration 49Q: 3 clusters Score -2446388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2446399.750000 Penalty: 4936.376953
	Iteration 50Q: 3 clusters Score -2446400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2446418.500000 Penalty: 4936.376953
	Iteration 51Q: 3 clusters Score -2446418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2446426.750000 Penalty: 4936.376953
	Iteration 52Q: 3 clusters Score -2446427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2446440.500000 Penalty: 4936.376953
	Iteration 53Q: 3 clusters Score -2446440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2446465.250000 Penalty: 4936.376953
	Iteration 54Q: 3 clusters Score -2446465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2446467.250000 Penalty: 4936.376953
	Iteration 55Q: 3 clusters Score -2446467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2446477.250000 Penalty: 4936.376953
	Iteration 56Q: 3 clusters Score -2446477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2446490.000000 Penalty: 4936.376953
	Iteration 57Q: 3 clusters Score -2446490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2446507.750000 Penalty: 4936.376953
	Iteration 58Q: 3 clusters Score -2446508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2446507.500000 Penalty: 4936.376953
	Iteration 59Q: 3 clusters Score -2446508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2446521.750000 Penalty: 4936.376953
	Iteration 60F: 3 clusters Score -2446522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2446535.000000 Penalty: 4936.376953
	Iteration 61Q: 3 clusters Score -2446535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2446535.000000 Penalty: 4936.376953
	Iteration 62Q: 3 clusters Score -2446535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2446541.750000 Penalty: 4936.376953
	Iteration 63Q: 3 clusters Score -2446542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2446545.500000 Penalty: 4936.376953
	Iteration 64Q: 3 clusters Score -2446546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2446556.500000 Penalty: 4936.376953
	Iteration 65Q: 3 clusters Score -2446556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2446558.750000 Penalty: 4936.376953
	Iteration 66Q: 3 clusters Score -2446559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2446561.750000 Penalty: 4936.376953
	Iteration 67Q: 3 clusters Score -2446562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2446562.750000 Penalty: 4936.376953
	Iteration 68Q: 3 clusters Score -2446563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2446567.750000 Penalty: 4936.376953
	Iteration 69Q: 3 clusters Score -2446568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2446577.000000 Penalty: 4936.376953
	Iteration 70Q: 3 clusters Score -2446577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2446580.000000 Penalty: 4936.376953
	Iteration 71Q: 3 clusters Score -2446580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2446583.000000 Penalty: 4936.376953
	Iteration 72Q: 3 clusters Score -2446583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2446585.750000 Penalty: 4936.376953
	Iteration 73Q: 3 clusters Score -2446586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2446596.000000 Penalty: 4936.376953
	Iteration 74Q: 3 clusters Score -2446596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2446602.250000 Penalty: 4936.376953
	Iteration 75Q: 3 clusters Score -2446602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2446604.750000 Penalty: 4936.376953
	Iteration 76Q: 3 clusters Score -2446605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2446608.250000 Penalty: 4936.376953
	Iteration 77Q: 3 clusters Score -2446608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2446617.500000 Penalty: 4936.376953
	Iteration 78Q: 3 clusters Score -2446618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2446621.250000 Penalty: 4936.376953
	Iteration 79Q: 3 clusters Score -2446621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2446625.750000 Penalty: 4936.376953
	Iteration 80F: 3 clusters Score -2446626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2446628.000000 Penalty: 4936.376953
	Iteration 81Q: 3 clusters Score -2446628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2446633.250000 Penalty: 4936.376953
	Iteration 82Q: 3 clusters Score -2446633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2446639.000000 Penalty: 4936.376953
	Iteration 83Q: 3 clusters Score -2446639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2446632.250000 Penalty: 4936.376953
	Iteration 84Q: 3 clusters Score -2446632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2446632.500000 Penalty: 4936.376953
	Iteration 85Q: 3 clusters Score -2446632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2446631.750000 Penalty: 4936.376953
	Iteration 86Q: 3 clusters Score -2446632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2446632.500000 Penalty: 4936.376953
	Iteration 87Q: 3 clusters Score -2446632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2446638.500000 Penalty: 4936.376953
	Iteration 88Q: 3 clusters Score -2446638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2446641.750000 Penalty: 4936.376953
	Iteration 89Q: 3 clusters Score -2446642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2446646.250000 Penalty: 4936.376953
	Iteration 90Q: 3 clusters Score -2446646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2446642.500000 Penalty: 4936.376953
	Iteration 91Q: 3 clusters Score -2446642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2446649.750000 Penalty: 4936.376953
	Iteration 92Q: 3 clusters Score -2446650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2446652.500000 Penalty: 4936.376953
	Iteration 93Q: 3 clusters Score -2446652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2446660.500000 Penalty: 4936.376953
	Iteration 94Q: 3 clusters Score -2446660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2446656.750000 Penalty: 4936.376953
	Iteration 95Q: 3 clusters Score -2446657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2446665.500000 Penalty: 4936.376953
	Iteration 96Q: 3 clusters Score -2446666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2446658.250000 Penalty: 4936.376953
	Iteration 97Q: 3 clusters Score -2446658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2446657.500000 Penalty: 4936.376953
	Iteration 98Q: 3 clusters Score -2446658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2446657.250000 Penalty: 4936.376953
	Iteration 99Q: 3 clusters Score -2446657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2446664.250000 Penalty: 4936.376953
	Iteration 100F: 3 clusters Score -2446664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2446666.500000 Penalty: 4936.376953
	Iteration 101Q: 3 clusters Score -2446666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2446668.000000 Penalty: 4936.376953
	Iteration 102Q: 3 clusters Score -2446668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2446664.500000 Penalty: 4936.376953
	Iteration 103Q: 3 clusters Score -2446664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2446668.000000 Penalty: 4936.376953
	Iteration 104Q: 3 clusters Score -2446668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2446668.000000 Penalty: 4936.376953
	Iteration 105F: 3 clusters Score -2446668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Entering Unmasked Estep 
Score: -473506.500000 Penalty: 2075.148193
	Iteration 0F: 2 clusters Score -473506.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -469484.750000 Penalty: 4150.296387
	Iteration 0F: 3 clusters Score -469484.8 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -470827.968750 Penalty: 4150.296387
	Iteration 1F: 3 clusters Score -470828 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -471563.187500 Penalty: 4150.296387
	Iteration 2F: 3 clusters Score -471563.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -472237.281250 Penalty: 4150.296387
	Iteration 3F: 3 clusters Score -472237.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -472650.468750 Penalty: 4150.296387
	Iteration 4F: 3 clusters Score -472650.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -472846.218750 Penalty: 4150.296387
	Iteration 5F: 3 clusters Score -472846.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -472939.593750 Penalty: 4150.296387
	Iteration 6Q: 3 clusters Score -472939.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -472994.406250 Penalty: 4150.296387
	Iteration 7Q: 3 clusters Score -472994.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -473027.843750 Penalty: 4150.296387
	Iteration 8Q: 3 clusters Score -473027.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -473050.593750 Penalty: 4150.296387
	Iteration 9Q: 3 clusters Score -473050.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -473065.000000 Penalty: 4150.296387
	Iteration 10Q: 3 clusters Score -473065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -473081.281250 Penalty: 4150.296387
	Iteration 11Q: 3 clusters Score -473081.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -473094.343750 Penalty: 4150.296387
	Iteration 12Q: 3 clusters Score -473094.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -473101.593750 Penalty: 4150.296387
	Iteration 13Q: 3 clusters Score -473101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -473104.562500 Penalty: 4150.296387
	Iteration 14Q: 3 clusters Score -473104.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -473107.781250 Penalty: 4150.296387
	Iteration 15Q: 3 clusters Score -473107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -473111.687500 Penalty: 4150.296387
	Iteration 16Q: 3 clusters Score -473111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -473113.218750 Penalty: 4150.296387
	Iteration 17Q: 3 clusters Score -473113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -473114.343750 Penalty: 4150.296387
	Iteration 18Q: 3 clusters Score -473114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -473114.343750 Penalty: 4150.296387
	Iteration 19F: 3 clusters Score -473114.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -167691.515625 Penalty: 1824.990112
	Iteration 0F: 2 clusters Score -167691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165430.812500 Penalty: 3649.980225
	Iteration 0F: 3 clusters Score -165430.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166144.437500 Penalty: 3649.980225
	Iteration 1F: 3 clusters Score -166144.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -166558.000000 Penalty: 3649.980225
	Iteration 2F: 3 clusters Score -166558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166856.687500 Penalty: 3649.980225
	Iteration 3F: 3 clusters Score -166856.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167063.484375 Penalty: 3649.980225
	Iteration 4F: 3 clusters Score -167063.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167249.859375 Penalty: 3649.980225
	Iteration 5Q: 3 clusters Score -167249.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167344.765625 Penalty: 3649.980225
	Iteration 6Q: 3 clusters Score -167344.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -167469.828125 Penalty: 3649.980225
	Iteration 7Q: 3 clusters Score -167469.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167646.812500 Penalty: 3649.980225
	Iteration 8Q: 3 clusters Score -167646.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -167770.562500 Penalty: 3649.980225
	Iteration 9Q: 3 clusters Score -167770.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -167833.343750 Penalty: 3649.980225
	Iteration 10Q: 3 clusters Score -167833.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -167866.421875 Penalty: 3649.980225
	Iteration 11Q: 3 clusters Score -167866.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167905.453125 Penalty: 3649.980225
	Iteration 12Q: 3 clusters Score -167905.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -167930.875000 Penalty: 3649.980225
	Iteration 13Q: 3 clusters Score -167930.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -167965.687500 Penalty: 3649.980225
	Iteration 14Q: 3 clusters Score -167965.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -168001.843750 Penalty: 3649.980225
	Iteration 15Q: 3 clusters Score -168001.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -168072.671875 Penalty: 3649.980225
	Iteration 16Q: 3 clusters Score -168072.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -168124.046875 Penalty: 3649.980225
	Iteration 17Q: 3 clusters Score -168124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -168179.531250 Penalty: 3649.980225
	Iteration 18Q: 3 clusters Score -168179.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -168259.437500 Penalty: 3649.980225
	Iteration 19Q: 3 clusters Score -168259.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -168353.937500 Penalty: 3649.980225
	Iteration 20F: 3 clusters Score -168353.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -168438.687500 Penalty: 3649.980225
	Iteration 21Q: 3 clusters Score -168438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -168495.968750 Penalty: 3649.980225
	Iteration 22Q: 3 clusters Score -168496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -168546.531250 Penalty: 3649.980225
	Iteration 23Q: 3 clusters Score -168546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -168580.609375 Penalty: 3649.980225
	Iteration 24Q: 3 clusters Score -168580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -168619.718750 Penalty: 3649.980225
	Iteration 25Q: 3 clusters Score -168619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -168672.546875 Penalty: 3649.980225
	Iteration 26Q: 3 clusters Score -168672.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -168672.546875 Penalty: 3649.980225
	Iteration 27F: 3 clusters Score -168672.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168013 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39418 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166578 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259062 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81490 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 27015 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 73004 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15434 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Mstep: Class 36 contains 354 members 
Entering Unmasked Estep 
Score: -205568608.000000 Penalty: 128518.421875
Splitting cluster 20 changes total score from -205569344.000000 to -205568608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (22454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Entering Unmasked Estep 
Score: -2678693.000000 Penalty: 2484.767578
	Iteration 0F: 2 clusters Score -2678693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2662983.250000 Penalty: 4969.535156
	Iteration 0F: 3 clusters Score -2662983 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2668434.250000 Penalty: 4969.535156
	Iteration 1F: 3 clusters Score -2668434 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2668919.500000 Penalty: 4969.535156
	Iteration 2F: 3 clusters Score -2668920 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2669349.500000 Penalty: 4969.535156
	Iteration 3F: 3 clusters Score -2669350 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2669781.500000 Penalty: 4969.535156
	Iteration 4Q: 3 clusters Score -2669782 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2670226.500000 Penalty: 4969.535156
	Iteration 5Q: 3 clusters Score -2670226 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2670822.500000 Penalty: 4969.535156
	Iteration 6F: 3 clusters Score -2670822 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2671550.500000 Penalty: 4969.535156
	Iteration 7F: 3 clusters Score -2671550 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2672429.500000 Penalty: 4969.535156
	Iteration 8F: 3 clusters Score -2672430 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2673376.500000 Penalty: 4969.535156
	Iteration 9F: 3 clusters Score -2673376 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2674256.750000 Penalty: 4969.535156
	Iteration 10F: 3 clusters Score -2674257 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2674963.500000 Penalty: 4969.535156
	Iteration 11Q: 3 clusters Score -2674964 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2675505.000000 Penalty: 4969.535156
	Iteration 12Q: 3 clusters Score -2675505 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2675927.250000 Penalty: 4969.535156
	Iteration 13Q: 3 clusters Score -2675927 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2676189.000000 Penalty: 4969.535156
	Iteration 14Q: 3 clusters Score -2676189 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2676374.000000 Penalty: 4969.535156
	Iteration 15Q: 3 clusters Score -2676374 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2676498.500000 Penalty: 4969.535156
	Iteration 16Q: 3 clusters Score -2676498 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2676554.500000 Penalty: 4969.535156
	Iteration 17Q: 3 clusters Score -2676554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2676591.000000 Penalty: 4969.535156
	Iteration 18Q: 3 clusters Score -2676591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2676623.000000 Penalty: 4969.535156
	Iteration 19Q: 3 clusters Score -2676623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2676662.750000 Penalty: 4969.535156
	Iteration 20F: 3 clusters Score -2676663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2676675.500000 Penalty: 4969.535156
	Iteration 21Q: 3 clusters Score -2676676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2676682.500000 Penalty: 4969.535156
	Iteration 22Q: 3 clusters Score -2676682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2676686.500000 Penalty: 4969.535156
	Iteration 23Q: 3 clusters Score -2676686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2676687.250000 Penalty: 4969.535156
	Iteration 24Q: 3 clusters Score -2676687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2676688.250000 Penalty: 4969.535156
	Iteration 25Q: 3 clusters Score -2676688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2676689.500000 Penalty: 4969.535156
	Iteration 26Q: 3 clusters Score -2676690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2676692.750000 Penalty: 4969.535156
	Iteration 27Q: 3 clusters Score -2676693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2676695.750000 Penalty: 4969.535156
	Iteration 28Q: 3 clusters Score -2676696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2676694.750000 Penalty: 4969.535156
	Iteration 29Q: 3 clusters Score -2676695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2676695.500000 Penalty: 4969.535156
	Iteration 30Q: 3 clusters Score -2676696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2676699.250000 Penalty: 4969.535156
	Iteration 31Q: 3 clusters Score -2676699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2676702.000000 Penalty: 4969.535156
	Iteration 32Q: 3 clusters Score -2676702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2676704.000000 Penalty: 4969.535156
	Iteration 33Q: 3 clusters Score -2676704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2676701.250000 Penalty: 4969.535156
	Iteration 34Q: 3 clusters Score -2676701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2676705.750000 Penalty: 4969.535156
	Iteration 35Q: 3 clusters Score -2676706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2676705.000000 Penalty: 4969.535156
	Iteration 36Q: 3 clusters Score -2676705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2676705.000000 Penalty: 4969.535156
	Iteration 37F: 3 clusters Score -2676705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Entering Unmasked Estep 
Score: -20670278.000000 Penalty: 2990.495117
	Iteration 0F: 2 clusters Score -2.067028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -20556614.000000 Penalty: 5980.990234
	Iteration 0F: 3 clusters Score -2.055661e+07 nChanged 82786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -20605470.000000 Penalty: 5980.990234
	Iteration 1F: 3 clusters Score -2.060547e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -20606786.000000 Penalty: 5980.990234
	Iteration 2Q: 3 clusters Score -2.060679e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -20608984.000000 Penalty: 5980.990234
	Iteration 3Q: 3 clusters Score -2.060898e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -20612360.000000 Penalty: 5980.990234
	Iteration 4Q: 3 clusters Score -2.061236e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -20617082.000000 Penalty: 5980.990234
	Iteration 5F: 3 clusters Score -2.061708e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -20623960.000000 Penalty: 5980.990234
	Iteration 6F: 3 clusters Score -2.062396e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 118217 members 
Entering Unmasked Estep 
Score: -20632288.000000 Penalty: 5980.990234
	Iteration 7F: 3 clusters Score -2.063229e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 127163 members 
Entering Unmasked Estep 
Score: -20641146.000000 Penalty: 5980.990234
	Iteration 8F: 3 clusters Score -2.064115e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 134797 members 
Entering Unmasked Estep 
Score: -20649196.000000 Penalty: 5980.990234
	Iteration 9F: 3 clusters Score -2.06492e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 140254 members 
Entering Unmasked Estep 
Score: -20654140.000000 Penalty: 5980.990234
	Iteration 10Q: 3 clusters Score -2.065414e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 144102 members 
Entering Unmasked Estep 
Score: -20657238.000000 Penalty: 5980.990234
	Iteration 11Q: 3 clusters Score -2.065724e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -20658720.000000 Penalty: 5980.990234
	Iteration 12Q: 3 clusters Score -2.065872e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 149909 members 
Entering Unmasked Estep 
Score: -20659882.000000 Penalty: 5980.990234
	Iteration 13Q: 3 clusters Score -2.065988e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 152662 members 
Entering Unmasked Estep 
Score: -20661014.000000 Penalty: 5980.990234
	Iteration 14Q: 3 clusters Score -2.066101e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 155371 members 
Entering Unmasked Estep 
Score: -20661982.000000 Penalty: 5980.990234
	Iteration 15Q: 3 clusters Score -2.066198e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -20663040.000000 Penalty: 5980.990234
	Iteration 16Q: 3 clusters Score -2.066304e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 160495 members 
Entering Unmasked Estep 
Score: -20664248.000000 Penalty: 5980.990234
	Iteration 17Q: 3 clusters Score -2.066425e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 162808 members 
Entering Unmasked Estep 
Score: -20665246.000000 Penalty: 5980.990234
	Iteration 18Q: 3 clusters Score -2.066525e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 164845 members 
Entering Unmasked Estep 
Score: -20666160.000000 Penalty: 5980.990234
	Iteration 19Q: 3 clusters Score -2.066616e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 166545 members 
Entering Unmasked Estep 
Score: -20667020.000000 Penalty: 5980.990234
	Iteration 20F: 3 clusters Score -2.066702e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 167899 members 
Entering Unmasked Estep 
Score: -20667768.000000 Penalty: 5980.990234
	Iteration 21Q: 3 clusters Score -2.066777e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 168876 members 
Entering Unmasked Estep 
Score: -20668290.000000 Penalty: 5980.990234
	Iteration 22Q: 3 clusters Score -2.066829e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -20668536.000000 Penalty: 5980.990234
	Iteration 23Q: 3 clusters Score -2.066854e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -20668818.000000 Penalty: 5980.990234
	Iteration 24Q: 3 clusters Score -2.066882e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -20668940.000000 Penalty: 5980.990234
	Iteration 25Q: 3 clusters Score -2.066894e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 170521 members 
Entering Unmasked Estep 
Score: -20669066.000000 Penalty: 5980.990234
	Iteration 26Q: 3 clusters Score -2.066907e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -20669198.000000 Penalty: 5980.990234
	Iteration 27Q: 3 clusters Score -2.06692e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -20669234.000000 Penalty: 5980.990234
	Iteration 28Q: 3 clusters Score -2.066923e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 170818 members 
Entering Unmasked Estep 
Score: -20669226.000000 Penalty: 5980.990234
	Iteration 29Q: 3 clusters Score -2.066923e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -20669224.000000 Penalty: 5980.990234
	Iteration 30Q: 3 clusters Score -2.066922e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 170907 members 
Entering Unmasked Estep 
Score: -20669262.000000 Penalty: 5980.990234
	Iteration 31Q: 3 clusters Score -2.066926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 170940 members 
Entering Unmasked Estep 
Score: -20669254.000000 Penalty: 5980.990234
	Iteration 32Q: 3 clusters Score -2.066925e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -20669272.000000 Penalty: 5980.990234
	Iteration 33Q: 3 clusters Score -2.066927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -20669292.000000 Penalty: 5980.990234
	Iteration 34Q: 3 clusters Score -2.066929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 170997 members 
Entering Unmasked Estep 
Score: -20669332.000000 Penalty: 5980.990234
	Iteration 35Q: 3 clusters Score -2.066933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 171005 members 
Entering Unmasked Estep 
Score: -20669324.000000 Penalty: 5980.990234
	Iteration 36Q: 3 clusters Score -2.066932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -20669344.000000 Penalty: 5980.990234
	Iteration 37Q: 3 clusters Score -2.066934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -20669336.000000 Penalty: 5980.990234
	Iteration 38Q: 3 clusters Score -2.066934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -20669334.000000 Penalty: 5980.990234
	Iteration 39Q: 3 clusters Score -2.066933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 171026 members 
Entering Unmasked Estep 
Score: -20669336.000000 Penalty: 5980.990234
	Iteration 40F: 3 clusters Score -2.066934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -20669338.000000 Penalty: 5980.990234
	Iteration 41Q: 3 clusters Score -2.066934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -20669346.000000 Penalty: 5980.990234
	Iteration 42Q: 3 clusters Score -2.066935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -20669342.000000 Penalty: 5980.990234
	Iteration 43Q: 3 clusters Score -2.066934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -20669350.000000 Penalty: 5980.990234
	Iteration 44Q: 3 clusters Score -2.066935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 171010 members 
Entering Unmasked Estep 
Score: -20669358.000000 Penalty: 5980.990234
	Iteration 45Q: 3 clusters Score -2.066936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -20669360.000000 Penalty: 5980.990234
	Iteration 46Q: 3 clusters Score -2.066936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -20669362.000000 Penalty: 5980.990234
	Iteration 47Q: 3 clusters Score -2.066936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -20669366.000000 Penalty: 5980.990234
	Iteration 48Q: 3 clusters Score -2.066937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -20669360.000000 Penalty: 5980.990234
	Iteration 49Q: 3 clusters Score -2.066936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -20669362.000000 Penalty: 5980.990234
	Iteration 50Q: 3 clusters Score -2.066936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -20669356.000000 Penalty: 5980.990234
	Iteration 51Q: 3 clusters Score -2.066936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 171013 members 
Entering Unmasked Estep 
Score: -20669360.000000 Penalty: 5980.990234
	Iteration 52Q: 3 clusters Score -2.066936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 171013 members 
Entering Unmasked Estep 
Score: -20669360.000000 Penalty: 5980.990234
	Iteration 53F: 3 clusters Score -2.066936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Entering Unmasked Estep 
Score: -3066914.750000 Penalty: 2530.628418
	Iteration 0F: 2 clusters Score -3066915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3048328.250000 Penalty: 5061.256836
	Iteration 0F: 3 clusters Score -3048328 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3055076.000000 Penalty: 5061.256836
	Iteration 1F: 3 clusters Score -3055076 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3055694.500000 Penalty: 5061.256836
	Iteration 2F: 3 clusters Score -3055694 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3056231.750000 Penalty: 5061.256836
	Iteration 3F: 3 clusters Score -3056232 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3056714.750000 Penalty: 5061.256836
	Iteration 4Q: 3 clusters Score -3056715 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3057170.250000 Penalty: 5061.256836
	Iteration 5Q: 3 clusters Score -3057170 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3057619.500000 Penalty: 5061.256836
	Iteration 6Q: 3 clusters Score -3057620 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3058079.750000 Penalty: 5061.256836
	Iteration 7Q: 3 clusters Score -3058080 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3058576.500000 Penalty: 5061.256836
	Iteration 8Q: 3 clusters Score -3058576 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3059145.500000 Penalty: 5061.256836
	Iteration 9Q: 3 clusters Score -3059146 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3059821.000000 Penalty: 5061.256836
	Iteration 10Q: 3 clusters Score -3059821 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3060613.250000 Penalty: 5061.256836
	Iteration 11Q: 3 clusters Score -3060613 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3061409.750000 Penalty: 5061.256836
	Iteration 12Q: 3 clusters Score -3061410 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3062182.500000 Penalty: 5061.256836
	Iteration 13Q: 3 clusters Score -3062182 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3062854.000000 Penalty: 5061.256836
	Iteration 14Q: 3 clusters Score -3062854 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3063480.250000 Penalty: 5061.256836
	Iteration 15Q: 3 clusters Score -3063480 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3064116.750000 Penalty: 5061.256836
	Iteration 16Q: 3 clusters Score -3064117 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3064693.250000 Penalty: 5061.256836
	Iteration 17Q: 3 clusters Score -3064693 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3065178.250000 Penalty: 5061.256836
	Iteration 18Q: 3 clusters Score -3065178 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3065666.250000 Penalty: 5061.256836
	Iteration 19Q: 3 clusters Score -3065666 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3066093.750000 Penalty: 5061.256836
	Iteration 20F: 3 clusters Score -3066094 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3066471.500000 Penalty: 5061.256836
	Iteration 21Q: 3 clusters Score -3066472 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3066864.000000 Penalty: 5061.256836
	Iteration 22Q: 3 clusters Score -3066864 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3067203.500000 Penalty: 5061.256836
	Iteration 23Q: 3 clusters Score -3067204 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -3067444.000000 Penalty: 5061.256836
	Iteration 24Q: 3 clusters Score -3067444 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3067592.250000 Penalty: 5061.256836
	Iteration 25Q: 3 clusters Score -3067592 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3067680.500000 Penalty: 5061.256836
	Iteration 26Q: 3 clusters Score -3067680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3067723.000000 Penalty: 5061.256836
	Iteration 27Q: 3 clusters Score -3067723 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3067744.250000 Penalty: 5061.256836
	Iteration 28Q: 3 clusters Score -3067744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3067761.000000 Penalty: 5061.256836
	Iteration 29Q: 3 clusters Score -3067761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3067778.000000 Penalty: 5061.256836
	Iteration 30Q: 3 clusters Score -3067778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3067790.750000 Penalty: 5061.256836
	Iteration 31Q: 3 clusters Score -3067791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3067791.750000 Penalty: 5061.256836
	Iteration 32Q: 3 clusters Score -3067792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3067795.500000 Penalty: 5061.256836
	Iteration 33Q: 3 clusters Score -3067796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3067809.250000 Penalty: 5061.256836
	Iteration 34Q: 3 clusters Score -3067809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3067822.000000 Penalty: 5061.256836
	Iteration 35Q: 3 clusters Score -3067822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3067819.250000 Penalty: 5061.256836
	Iteration 36Q: 3 clusters Score -3067819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3067820.750000 Penalty: 5061.256836
	Iteration 37Q: 3 clusters Score -3067821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3067823.750000 Penalty: 5061.256836
	Iteration 38Q: 3 clusters Score -3067824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3067834.000000 Penalty: 5061.256836
	Iteration 39Q: 3 clusters Score -3067834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3067830.000000 Penalty: 5061.256836
	Iteration 40F: 3 clusters Score -3067830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3067819.750000 Penalty: 5061.256836
	Iteration 41Q: 3 clusters Score -3067820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3067831.250000 Penalty: 5061.256836
	Iteration 42Q: 3 clusters Score -3067831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3067839.500000 Penalty: 5061.256836
	Iteration 43Q: 3 clusters Score -3067840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3067839.000000 Penalty: 5061.256836
	Iteration 44Q: 3 clusters Score -3067839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3067846.750000 Penalty: 5061.256836
	Iteration 45Q: 3 clusters Score -3067847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3067848.000000 Penalty: 5061.256836
	Iteration 46Q: 3 clusters Score -3067848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3067856.000000 Penalty: 5061.256836
	Iteration 47Q: 3 clusters Score -3067856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3067856.750000 Penalty: 5061.256836
	Iteration 48Q: 3 clusters Score -3067857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3067858.500000 Penalty: 5061.256836
	Iteration 49Q: 3 clusters Score -3067858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3067859.250000 Penalty: 5061.256836
	Iteration 50Q: 3 clusters Score -3067859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3067865.750000 Penalty: 5061.256836
	Iteration 51Q: 3 clusters Score -3067866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3067857.750000 Penalty: 5061.256836
	Iteration 52Q: 3 clusters Score -3067858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3067866.250000 Penalty: 5061.256836
	Iteration 53Q: 3 clusters Score -3067866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3067867.500000 Penalty: 5061.256836
	Iteration 54Q: 3 clusters Score -3067868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3067868.750000 Penalty: 5061.256836
	Iteration 55Q: 3 clusters Score -3067869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3067867.500000 Penalty: 5061.256836
	Iteration 56Q: 3 clusters Score -3067868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3067873.750000 Penalty: 5061.256836
	Iteration 57Q: 3 clusters Score -3067874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3067876.750000 Penalty: 5061.256836
	Iteration 58Q: 3 clusters Score -3067877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3067872.750000 Penalty: 5061.256836
	Iteration 59Q: 3 clusters Score -3067873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3067876.500000 Penalty: 5061.256836
	Iteration 60F: 3 clusters Score -3067876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3067879.250000 Penalty: 5061.256836
	Iteration 61Q: 3 clusters Score -3067879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3067871.500000 Penalty: 5061.256836
	Iteration 62Q: 3 clusters Score -3067872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3067883.500000 Penalty: 5061.256836
	Iteration 63Q: 3 clusters Score -3067884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3067888.250000 Penalty: 5061.256836
	Iteration 64Q: 3 clusters Score -3067888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3067885.500000 Penalty: 5061.256836
	Iteration 65Q: 3 clusters Score -3067886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3067884.750000 Penalty: 5061.256836
	Iteration 66Q: 3 clusters Score -3067885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3067888.000000 Penalty: 5061.256836
	Iteration 67Q: 3 clusters Score -3067888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3067883.500000 Penalty: 5061.256836
	Iteration 68Q: 3 clusters Score -3067884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3067887.000000 Penalty: 5061.256836
	Iteration 69Q: 3 clusters Score -3067887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3067887.000000 Penalty: 5061.256836
	Iteration 70Q: 3 clusters Score -3067887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3067885.000000 Penalty: 5061.256836
	Iteration 71Q: 3 clusters Score -3067885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3067884.250000 Penalty: 5061.256836
	Iteration 72Q: 3 clusters Score -3067884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3067876.750000 Penalty: 5061.256836
	Iteration 73Q: 3 clusters Score -3067877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3067883.250000 Penalty: 5061.256836
	Iteration 74Q: 3 clusters Score -3067883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3067887.500000 Penalty: 5061.256836
	Iteration 75Q: 3 clusters Score -3067888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3067883.250000 Penalty: 5061.256836
	Iteration 76Q: 3 clusters Score -3067883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3067885.750000 Penalty: 5061.256836
	Iteration 77Q: 3 clusters Score -3067886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3067887.750000 Penalty: 5061.256836
	Iteration 78Q: 3 clusters Score -3067888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3067888.750000 Penalty: 5061.256836
	Iteration 79Q: 3 clusters Score -3067889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3067883.000000 Penalty: 5061.256836
	Iteration 80F: 3 clusters Score -3067883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3067885.500000 Penalty: 5061.256836
	Iteration 81Q: 3 clusters Score -3067886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3067885.250000 Penalty: 5061.256836
	Iteration 82Q: 3 clusters Score -3067885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3067884.750000 Penalty: 5061.256836
	Iteration 83Q: 3 clusters Score -3067885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3067882.250000 Penalty: 5061.256836
	Iteration 84Q: 3 clusters Score -3067882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3067882.250000 Penalty: 5061.256836
	Iteration 85F: 3 clusters Score -3067882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168013 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39418 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166578 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259062 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81490 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 73004 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15434 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Mstep: Class 36 contains 19343 members 
Entering Unmasked Estep 
Score: -205568000.000000 Penalty: 128518.421875
Splitting cluster 23 changes total score from -205569344.000000 to -205568000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Entering Unmasked Estep 
Score: -1120936.375000 Penalty: 2290.336670
	Iteration 0F: 2 clusters Score -1120936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1113139.000000 Penalty: 4580.673340
	Iteration 0F: 3 clusters Score -1113139 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1115344.875000 Penalty: 4580.673340
	Iteration 1F: 3 clusters Score -1115345 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1115698.750000 Penalty: 4580.673340
	Iteration 2F: 3 clusters Score -1115699 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1115991.375000 Penalty: 4580.673340
	Iteration 3F: 3 clusters Score -1115991 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1116273.500000 Penalty: 4580.673340
	Iteration 4Q: 3 clusters Score -1116274 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1116547.625000 Penalty: 4580.673340
	Iteration 5Q: 3 clusters Score -1116548 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1116823.750000 Penalty: 4580.673340
	Iteration 6Q: 3 clusters Score -1116824 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1117056.625000 Penalty: 4580.673340
	Iteration 7Q: 3 clusters Score -1117057 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1117244.375000 Penalty: 4580.673340
	Iteration 8Q: 3 clusters Score -1117244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1117384.125000 Penalty: 4580.673340
	Iteration 9Q: 3 clusters Score -1117384 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1117519.375000 Penalty: 4580.673340
	Iteration 10Q: 3 clusters Score -1117519 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1117636.250000 Penalty: 4580.673340
	Iteration 11Q: 3 clusters Score -1117636 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1117741.625000 Penalty: 4580.673340
	Iteration 12Q: 3 clusters Score -1117742 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1117836.625000 Penalty: 4580.673340
	Iteration 13Q: 3 clusters Score -1117837 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1117913.750000 Penalty: 4580.673340
	Iteration 14Q: 3 clusters Score -1117914 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1117984.125000 Penalty: 4580.673340
	Iteration 15Q: 3 clusters Score -1117984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1118051.500000 Penalty: 4580.673340
	Iteration 16Q: 3 clusters Score -1118052 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1118115.875000 Penalty: 4580.673340
	Iteration 17Q: 3 clusters Score -1118116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1118163.875000 Penalty: 4580.673340
	Iteration 18Q: 3 clusters Score -1118164 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1118211.875000 Penalty: 4580.673340
	Iteration 19Q: 3 clusters Score -1118212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1118254.500000 Penalty: 4580.673340
	Iteration 20F: 3 clusters Score -1118254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1118283.125000 Penalty: 4580.673340
	Iteration 21Q: 3 clusters Score -1118283 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1118314.625000 Penalty: 4580.673340
	Iteration 22Q: 3 clusters Score -1118315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1118352.125000 Penalty: 4580.673340
	Iteration 23Q: 3 clusters Score -1118352 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1118385.750000 Penalty: 4580.673340
	Iteration 24Q: 3 clusters Score -1118386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1118424.750000 Penalty: 4580.673340
	Iteration 25Q: 3 clusters Score -1118425 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1118463.375000 Penalty: 4580.673340
	Iteration 26Q: 3 clusters Score -1118463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1118500.500000 Penalty: 4580.673340
	Iteration 27Q: 3 clusters Score -1118500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1118540.250000 Penalty: 4580.673340
	Iteration 28Q: 3 clusters Score -1118540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1118573.375000 Penalty: 4580.673340
	Iteration 29Q: 3 clusters Score -1118573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1118610.000000 Penalty: 4580.673340
	Iteration 30Q: 3 clusters Score -1118610 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1118651.625000 Penalty: 4580.673340
	Iteration 31Q: 3 clusters Score -1118652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1118686.750000 Penalty: 4580.673340
	Iteration 32Q: 3 clusters Score -1118687 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1118728.250000 Penalty: 4580.673340
	Iteration 33Q: 3 clusters Score -1118728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1118762.875000 Penalty: 4580.673340
	Iteration 34Q: 3 clusters Score -1118763 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1118789.125000 Penalty: 4580.673340
	Iteration 35Q: 3 clusters Score -1118789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1118805.250000 Penalty: 4580.673340
	Iteration 36Q: 3 clusters Score -1118805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1118823.250000 Penalty: 4580.673340
	Iteration 37Q: 3 clusters Score -1118823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1118829.250000 Penalty: 4580.673340
	Iteration 38Q: 3 clusters Score -1118829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1118841.375000 Penalty: 4580.673340
	Iteration 39Q: 3 clusters Score -1118841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1118851.625000 Penalty: 4580.673340
	Iteration 40F: 3 clusters Score -1118852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1118859.250000 Penalty: 4580.673340
	Iteration 41Q: 3 clusters Score -1118859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1118863.375000 Penalty: 4580.673340
	Iteration 42Q: 3 clusters Score -1118863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1118869.375000 Penalty: 4580.673340
	Iteration 43Q: 3 clusters Score -1118869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1118872.250000 Penalty: 4580.673340
	Iteration 44Q: 3 clusters Score -1118872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1118872.625000 Penalty: 4580.673340
	Iteration 45Q: 3 clusters Score -1118873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1118875.125000 Penalty: 4580.673340
	Iteration 46Q: 3 clusters Score -1118875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1118878.875000 Penalty: 4580.673340
	Iteration 47Q: 3 clusters Score -1118879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1118882.125000 Penalty: 4580.673340
	Iteration 48Q: 3 clusters Score -1118882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1118883.250000 Penalty: 4580.673340
	Iteration 49Q: 3 clusters Score -1118883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1118882.375000 Penalty: 4580.673340
	Iteration 50Q: 3 clusters Score -1118882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1118884.125000 Penalty: 4580.673340
	Iteration 51Q: 3 clusters Score -1118884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1118888.375000 Penalty: 4580.673340
	Iteration 52Q: 3 clusters Score -1118888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1118892.625000 Penalty: 4580.673340
	Iteration 53Q: 3 clusters Score -1118893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1118893.875000 Penalty: 4580.673340
	Iteration 54Q: 3 clusters Score -1118894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1118894.125000 Penalty: 4580.673340
	Iteration 55Q: 3 clusters Score -1118894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1118897.500000 Penalty: 4580.673340
	Iteration 56Q: 3 clusters Score -1118898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1118899.000000 Penalty: 4580.673340
	Iteration 57Q: 3 clusters Score -1118899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1118897.750000 Penalty: 4580.673340
	Iteration 58Q: 3 clusters Score -1118898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1118898.875000 Penalty: 4580.673340
	Iteration 59Q: 3 clusters Score -1118899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1118900.875000 Penalty: 4580.673340
	Iteration 60F: 3 clusters Score -1118901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1118902.000000 Penalty: 4580.673340
	Iteration 61Q: 3 clusters Score -1118902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1118902.500000 Penalty: 4580.673340
	Iteration 62Q: 3 clusters Score -1118902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1118903.000000 Penalty: 4580.673340
	Iteration 63Q: 3 clusters Score -1118903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1118905.625000 Penalty: 4580.673340
	Iteration 64Q: 3 clusters Score -1118906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1118904.500000 Penalty: 4580.673340
	Iteration 65Q: 3 clusters Score -1118904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1118905.250000 Penalty: 4580.673340
	Iteration 66Q: 3 clusters Score -1118905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1118906.375000 Penalty: 4580.673340
	Iteration 67Q: 3 clusters Score -1118906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1118906.000000 Penalty: 4580.673340
	Iteration 68Q: 3 clusters Score -1118906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1118906.125000 Penalty: 4580.673340
	Iteration 69Q: 3 clusters Score -1118906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1118904.500000 Penalty: 4580.673340
	Iteration 70Q: 3 clusters Score -1118904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1118905.750000 Penalty: 4580.673340
	Iteration 71Q: 3 clusters Score -1118906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1118905.750000 Penalty: 4580.673340
	Iteration 72F: 3 clusters Score -1118906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Entering Unmasked Estep 
Score: -5555243.000000 Penalty: 2668.471191
	Iteration 0F: 2 clusters Score -5555243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5523284.000000 Penalty: 5336.942383
	Iteration 0F: 3 clusters Score -5523284 nChanged 21865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -5535402.000000 Penalty: 5336.942383
	Iteration 1F: 3 clusters Score -5535402 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5535991.500000 Penalty: 5336.942383
	Iteration 2Q: 3 clusters Score -5535992 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -5536538.000000 Penalty: 5336.942383
	Iteration 3Q: 3 clusters Score -5536538 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5537119.500000 Penalty: 5336.942383
	Iteration 4Q: 3 clusters Score -5537120 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -5537785.000000 Penalty: 5336.942383
	Iteration 5Q: 3 clusters Score -5537785 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -5538532.000000 Penalty: 5336.942383
	Iteration 6Q: 3 clusters Score -5538532 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -5539526.000000 Penalty: 5336.942383
	Iteration 7Q: 3 clusters Score -5539526 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5541059.500000 Penalty: 5336.942383
	Iteration 8Q: 3 clusters Score -5541060 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5542994.000000 Penalty: 5336.942383
	Iteration 9F: 3 clusters Score -5542994 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5544974.500000 Penalty: 5336.942383
	Iteration 10F: 3 clusters Score -5544974 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -5546684.000000 Penalty: 5336.942383
	Iteration 11F: 3 clusters Score -5546684 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -5547881.500000 Penalty: 5336.942383
	Iteration 12Q: 3 clusters Score -5547882 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -5548707.500000 Penalty: 5336.942383
	Iteration 13Q: 3 clusters Score -5548708 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -5549356.000000 Penalty: 5336.942383
	Iteration 14Q: 3 clusters Score -5549356 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -5549808.500000 Penalty: 5336.942383
	Iteration 15Q: 3 clusters Score -5549808 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -5550180.000000 Penalty: 5336.942383
	Iteration 16Q: 3 clusters Score -5550180 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -5550474.500000 Penalty: 5336.942383
	Iteration 17Q: 3 clusters Score -5550474 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5550689.500000 Penalty: 5336.942383
	Iteration 18Q: 3 clusters Score -5550690 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5550892.500000 Penalty: 5336.942383
	Iteration 19Q: 3 clusters Score -5550892 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5551049.000000 Penalty: 5336.942383
	Iteration 20F: 3 clusters Score -5551049 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5551176.000000 Penalty: 5336.942383
	Iteration 21Q: 3 clusters Score -5551176 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -5551280.000000 Penalty: 5336.942383
	Iteration 22Q: 3 clusters Score -5551280 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5551376.000000 Penalty: 5336.942383
	Iteration 23Q: 3 clusters Score -5551376 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5551516.500000 Penalty: 5336.942383
	Iteration 24Q: 3 clusters Score -5551516 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5551606.500000 Penalty: 5336.942383
	Iteration 25Q: 3 clusters Score -5551606 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5551685.500000 Penalty: 5336.942383
	Iteration 26Q: 3 clusters Score -5551686 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5551802.000000 Penalty: 5336.942383
	Iteration 27Q: 3 clusters Score -5551802 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5551895.000000 Penalty: 5336.942383
	Iteration 28Q: 3 clusters Score -5551895 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5552015.000000 Penalty: 5336.942383
	Iteration 29Q: 3 clusters Score -5552015 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5552060.500000 Penalty: 5336.942383
	Iteration 30Q: 3 clusters Score -5552060 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5552154.000000 Penalty: 5336.942383
	Iteration 31Q: 3 clusters Score -5552154 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5552229.500000 Penalty: 5336.942383
	Iteration 32Q: 3 clusters Score -5552230 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5552278.000000 Penalty: 5336.942383
	Iteration 33Q: 3 clusters Score -5552278 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5552354.500000 Penalty: 5336.942383
	Iteration 34Q: 3 clusters Score -5552354 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -5552411.000000 Penalty: 5336.942383
	Iteration 35Q: 3 clusters Score -5552411 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5552469.500000 Penalty: 5336.942383
	Iteration 36Q: 3 clusters Score -5552470 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5552542.500000 Penalty: 5336.942383
	Iteration 37Q: 3 clusters Score -5552542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -5552572.000000 Penalty: 5336.942383
	Iteration 38Q: 3 clusters Score -5552572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5552621.000000 Penalty: 5336.942383
	Iteration 39Q: 3 clusters Score -5552621 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5552687.500000 Penalty: 5336.942383
	Iteration 40F: 3 clusters Score -5552688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5552713.500000 Penalty: 5336.942383
	Iteration 41Q: 3 clusters Score -5552714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -5552766.000000 Penalty: 5336.942383
	Iteration 42Q: 3 clusters Score -5552766 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5552798.000000 Penalty: 5336.942383
	Iteration 43Q: 3 clusters Score -5552798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -5552820.000000 Penalty: 5336.942383
	Iteration 44Q: 3 clusters Score -5552820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -5552856.500000 Penalty: 5336.942383
	Iteration 45Q: 3 clusters Score -5552856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5552892.500000 Penalty: 5336.942383
	Iteration 46Q: 3 clusters Score -5552892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -5552898.500000 Penalty: 5336.942383
	Iteration 47Q: 3 clusters Score -5552898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5552926.000000 Penalty: 5336.942383
	Iteration 48Q: 3 clusters Score -5552926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5552949.000000 Penalty: 5336.942383
	Iteration 49Q: 3 clusters Score -5552949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -5552966.500000 Penalty: 5336.942383
	Iteration 50Q: 3 clusters Score -5552966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -5552972.000000 Penalty: 5336.942383
	Iteration 51Q: 3 clusters Score -5552972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -5552990.500000 Penalty: 5336.942383
	Iteration 52Q: 3 clusters Score -5552990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5553002.500000 Penalty: 5336.942383
	Iteration 53Q: 3 clusters Score -5553002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5552994.000000 Penalty: 5336.942383
	Iteration 54Q: 3 clusters Score -5552994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5553004.000000 Penalty: 5336.942383
	Iteration 55Q: 3 clusters Score -5553004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5553018.500000 Penalty: 5336.942383
	Iteration 56Q: 3 clusters Score -5553018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5553019.500000 Penalty: 5336.942383
	Iteration 57Q: 3 clusters Score -5553020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5553023.500000 Penalty: 5336.942383
	Iteration 58Q: 3 clusters Score -5553024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -5553033.500000 Penalty: 5336.942383
	Iteration 59Q: 3 clusters Score -5553034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5553048.000000 Penalty: 5336.942383
	Iteration 60F: 3 clusters Score -5553048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -5553052.500000 Penalty: 5336.942383
	Iteration 61Q: 3 clusters Score -5553052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -5553055.000000 Penalty: 5336.942383
	Iteration 62Q: 3 clusters Score -5553055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -5553067.500000 Penalty: 5336.942383
	Iteration 63Q: 3 clusters Score -5553068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5553081.000000 Penalty: 5336.942383
	Iteration 64Q: 3 clusters Score -5553081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -5553081.500000 Penalty: 5336.942383
	Iteration 65Q: 3 clusters Score -5553082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5553081.000000 Penalty: 5336.942383
	Iteration 66Q: 3 clusters Score -5553081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -5553080.000000 Penalty: 5336.942383
	Iteration 67Q: 3 clusters Score -5553080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -5553085.500000 Penalty: 5336.942383
	Iteration 68Q: 3 clusters Score -5553086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5553090.000000 Penalty: 5336.942383
	Iteration 69Q: 3 clusters Score -5553090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5553095.500000 Penalty: 5336.942383
	Iteration 70Q: 3 clusters Score -5553096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -5553098.000000 Penalty: 5336.942383
	Iteration 71Q: 3 clusters Score -5553098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -5553095.500000 Penalty: 5336.942383
	Iteration 72Q: 3 clusters Score -5553096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -5553094.000000 Penalty: 5336.942383
	Iteration 73Q: 3 clusters Score -5553094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5553089.500000 Penalty: 5336.942383
	Iteration 74Q: 3 clusters Score -5553090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -5553093.500000 Penalty: 5336.942383
	Iteration 75Q: 3 clusters Score -5553094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5553093.500000 Penalty: 5336.942383
	Iteration 76Q: 3 clusters Score -5553094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -5553094.000000 Penalty: 5336.942383
	Iteration 77Q: 3 clusters Score -5553094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -5553088.000000 Penalty: 5336.942383
	Iteration 78Q: 3 clusters Score -5553088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -5553095.000000 Penalty: 5336.942383
	Iteration 79Q: 3 clusters Score -5553095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -5553102.500000 Penalty: 5336.942383
	Iteration 80F: 3 clusters Score -5553102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -5553094.500000 Penalty: 5336.942383
	Iteration 81Q: 3 clusters Score -5553094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -5553102.000000 Penalty: 5336.942383
	Iteration 82Q: 3 clusters Score -5553102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -5553107.000000 Penalty: 5336.942383
	Iteration 83Q: 3 clusters Score -5553107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -5553104.500000 Penalty: 5336.942383
	Iteration 84Q: 3 clusters Score -5553104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -5553104.000000 Penalty: 5336.942383
	Iteration 85Q: 3 clusters Score -5553104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -5553112.500000 Penalty: 5336.942383
	Iteration 86Q: 3 clusters Score -5553112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -5553104.000000 Penalty: 5336.942383
	Iteration 87Q: 3 clusters Score -5553104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -5553104.000000 Penalty: 5336.942383
	Iteration 88F: 3 clusters Score -5553104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Entering Unmasked Estep 
Score: -941461.375000 Penalty: 2236.004883
	Iteration 0F: 2 clusters Score -941461.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -934862.937500 Penalty: 4472.009766
	Iteration 0F: 3 clusters Score -934862.9 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -936827.375000 Penalty: 4472.009766
	Iteration 1F: 3 clusters Score -936827.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -937078.812500 Penalty: 4472.009766
	Iteration 2F: 3 clusters Score -937078.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -937246.437500 Penalty: 4472.009766
	Iteration 3Q: 3 clusters Score -937246.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -937384.500000 Penalty: 4472.009766
	Iteration 4Q: 3 clusters Score -937384.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -937509.625000 Penalty: 4472.009766
	Iteration 5Q: 3 clusters Score -937509.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -937618.687500 Penalty: 4472.009766
	Iteration 6Q: 3 clusters Score -937618.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -937731.875000 Penalty: 4472.009766
	Iteration 7Q: 3 clusters Score -937731.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -937875.125000 Penalty: 4472.009766
	Iteration 8Q: 3 clusters Score -937875.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -938031.000000 Penalty: 4472.009766
	Iteration 9Q: 3 clusters Score -938031 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -938200.125000 Penalty: 4472.009766
	Iteration 10Q: 3 clusters Score -938200.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -938400.687500 Penalty: 4472.009766
	Iteration 11Q: 3 clusters Score -938400.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -938631.312500 Penalty: 4472.009766
	Iteration 12Q: 3 clusters Score -938631.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -938830.750000 Penalty: 4472.009766
	Iteration 13Q: 3 clusters Score -938830.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -938992.187500 Penalty: 4472.009766
	Iteration 14Q: 3 clusters Score -938992.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -939132.437500 Penalty: 4472.009766
	Iteration 15Q: 3 clusters Score -939132.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -939280.500000 Penalty: 4472.009766
	Iteration 16Q: 3 clusters Score -939280.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -939401.687500 Penalty: 4472.009766
	Iteration 17Q: 3 clusters Score -939401.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -939499.687500 Penalty: 4472.009766
	Iteration 18Q: 3 clusters Score -939499.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -939585.875000 Penalty: 4472.009766
	Iteration 19Q: 3 clusters Score -939585.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -939637.937500 Penalty: 4472.009766
	Iteration 20F: 3 clusters Score -939637.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -939673.125000 Penalty: 4472.009766
	Iteration 21Q: 3 clusters Score -939673.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -939701.625000 Penalty: 4472.009766
	Iteration 22Q: 3 clusters Score -939701.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -939726.562500 Penalty: 4472.009766
	Iteration 23Q: 3 clusters Score -939726.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -939740.500000 Penalty: 4472.009766
	Iteration 24Q: 3 clusters Score -939740.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -939749.000000 Penalty: 4472.009766
	Iteration 25Q: 3 clusters Score -939749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -939753.000000 Penalty: 4472.009766
	Iteration 26Q: 3 clusters Score -939753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -939756.625000 Penalty: 4472.009766
	Iteration 27Q: 3 clusters Score -939756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -939759.000000 Penalty: 4472.009766
	Iteration 28Q: 3 clusters Score -939759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -939761.562500 Penalty: 4472.009766
	Iteration 29Q: 3 clusters Score -939761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -939761.750000 Penalty: 4472.009766
	Iteration 30Q: 3 clusters Score -939761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -939761.812500 Penalty: 4472.009766
	Iteration 31Q: 3 clusters Score -939761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -939762.875000 Penalty: 4472.009766
	Iteration 32Q: 3 clusters Score -939762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -939764.687500 Penalty: 4472.009766
	Iteration 33Q: 3 clusters Score -939764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -939767.062500 Penalty: 4472.009766
	Iteration 34Q: 3 clusters Score -939767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -939768.812500 Penalty: 4472.009766
	Iteration 35Q: 3 clusters Score -939768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -939771.312500 Penalty: 4472.009766
	Iteration 36Q: 3 clusters Score -939771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -939772.000000 Penalty: 4472.009766
	Iteration 37Q: 3 clusters Score -939772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -939773.562500 Penalty: 4472.009766
	Iteration 38Q: 3 clusters Score -939773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -939773.562500 Penalty: 4472.009766
	Iteration 39F: 3 clusters Score -939773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Entering Unmasked Estep 
Score: -8749057.000000 Penalty: 2777.170898
	Iteration 0F: 2 clusters Score -8749057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -8700017.000000 Penalty: 5554.341797
	Iteration 0F: 3 clusters Score -8700017 nChanged 34198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -8719245.000000 Penalty: 5554.341797
	Iteration 1F: 3 clusters Score -8719245 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -8719866.000000 Penalty: 5554.341797
	Iteration 2Q: 3 clusters Score -8719866 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8720426.000000 Penalty: 5554.341797
	Iteration 3Q: 3 clusters Score -8720426 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -8721233.000000 Penalty: 5554.341797
	Iteration 4Q: 3 clusters Score -8721233 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8722352.000000 Penalty: 5554.341797
	Iteration 5Q: 3 clusters Score -8722352 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -8724274.000000 Penalty: 5554.341797
	Iteration 6F: 3 clusters Score -8724274 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -8727339.000000 Penalty: 5554.341797
	Iteration 7F: 3 clusters Score -8727339 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -8731615.000000 Penalty: 5554.341797
	Iteration 8F: 3 clusters Score -8731615 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -8736554.000000 Penalty: 5554.341797
	Iteration 9F: 3 clusters Score -8736554 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -8740702.000000 Penalty: 5554.341797
	Iteration 10F: 3 clusters Score -8740702 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -8743213.000000 Penalty: 5554.341797
	Iteration 11Q: 3 clusters Score -8743213 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -8744561.000000 Penalty: 5554.341797
	Iteration 12Q: 3 clusters Score -8744561 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -8745172.000000 Penalty: 5554.341797
	Iteration 13Q: 3 clusters Score -8745172 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -8745542.000000 Penalty: 5554.341797
	Iteration 14Q: 3 clusters Score -8745542 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -8745757.000000 Penalty: 5554.341797
	Iteration 15Q: 3 clusters Score -8745757 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -8745877.000000 Penalty: 5554.341797
	Iteration 16Q: 3 clusters Score -8745877 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -8746036.000000 Penalty: 5554.341797
	Iteration 17Q: 3 clusters Score -8746036 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -8746122.000000 Penalty: 5554.341797
	Iteration 18Q: 3 clusters Score -8746122 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -8746249.000000 Penalty: 5554.341797
	Iteration 19Q: 3 clusters Score -8746249 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -8746322.000000 Penalty: 5554.341797
	Iteration 20F: 3 clusters Score -8746322 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -8746400.000000 Penalty: 5554.341797
	Iteration 21Q: 3 clusters Score -8746400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -8746451.000000 Penalty: 5554.341797
	Iteration 22Q: 3 clusters Score -8746451 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -8746498.000000 Penalty: 5554.341797
	Iteration 23Q: 3 clusters Score -8746498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -8746535.000000 Penalty: 5554.341797
	Iteration 24Q: 3 clusters Score -8746535 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -8746584.000000 Penalty: 5554.341797
	Iteration 25Q: 3 clusters Score -8746584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -8746604.000000 Penalty: 5554.341797
	Iteration 26Q: 3 clusters Score -8746604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -8746626.000000 Penalty: 5554.341797
	Iteration 27Q: 3 clusters Score -8746626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -8746652.000000 Penalty: 5554.341797
	Iteration 28Q: 3 clusters Score -8746652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -8746658.000000 Penalty: 5554.341797
	Iteration 29Q: 3 clusters Score -8746658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -8746673.000000 Penalty: 5554.341797
	Iteration 30Q: 3 clusters Score -8746673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -8746673.000000 Penalty: 5554.341797
	Iteration 31Q: 3 clusters Score -8746673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -8746685.000000 Penalty: 5554.341797
	Iteration 32Q: 3 clusters Score -8746685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -8746691.000000 Penalty: 5554.341797
	Iteration 33Q: 3 clusters Score -8746691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -8746702.000000 Penalty: 5554.341797
	Iteration 34Q: 3 clusters Score -8746702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -8746716.000000 Penalty: 5554.341797
	Iteration 35Q: 3 clusters Score -8746716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -8746710.000000 Penalty: 5554.341797
	Iteration 36Q: 3 clusters Score -8746710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -8746737.000000 Penalty: 5554.341797
	Iteration 37Q: 3 clusters Score -8746737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -8746745.000000 Penalty: 5554.341797
	Iteration 38Q: 3 clusters Score -8746745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -8746754.000000 Penalty: 5554.341797
	Iteration 39Q: 3 clusters Score -8746754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -8746763.000000 Penalty: 5554.341797
	Iteration 40F: 3 clusters Score -8746763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -8746766.000000 Penalty: 5554.341797
	Iteration 41Q: 3 clusters Score -8746766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -8746780.000000 Penalty: 5554.341797
	Iteration 42Q: 3 clusters Score -8746780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -8746770.000000 Penalty: 5554.341797
	Iteration 43Q: 3 clusters Score -8746770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -8746779.000000 Penalty: 5554.341797
	Iteration 44Q: 3 clusters Score -8746779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -8746787.000000 Penalty: 5554.341797
	Iteration 45Q: 3 clusters Score -8746787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -8746792.000000 Penalty: 5554.341797
	Iteration 46Q: 3 clusters Score -8746792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -8746790.000000 Penalty: 5554.341797
	Iteration 47Q: 3 clusters Score -8746790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -8746803.000000 Penalty: 5554.341797
	Iteration 48Q: 3 clusters Score -8746803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -8746807.000000 Penalty: 5554.341797
	Iteration 49Q: 3 clusters Score -8746807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -8746812.000000 Penalty: 5554.341797
	Iteration 50Q: 3 clusters Score -8746812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 71531 members 
Entering Unmasked Estep 
Score: -8746817.000000 Penalty: 5554.341797
	Iteration 51Q: 3 clusters Score -8746817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -8746815.000000 Penalty: 5554.341797
	Iteration 52Q: 3 clusters Score -8746815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -8746821.000000 Penalty: 5554.341797
	Iteration 53Q: 3 clusters Score -8746821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -8746824.000000 Penalty: 5554.341797
	Iteration 54Q: 3 clusters Score -8746824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -8746825.000000 Penalty: 5554.341797
	Iteration 55Q: 3 clusters Score -8746825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -8746828.000000 Penalty: 5554.341797
	Iteration 56Q: 3 clusters Score -8746828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -8746830.000000 Penalty: 5554.341797
	Iteration 57Q: 3 clusters Score -8746830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -8746851.000000 Penalty: 5554.341797
	Iteration 58Q: 3 clusters Score -8746851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8746859.000000 Penalty: 5554.341797
	Iteration 59Q: 3 clusters Score -8746859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -8746866.000000 Penalty: 5554.341797
	Iteration 60F: 3 clusters Score -8746866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -8746862.000000 Penalty: 5554.341797
	Iteration 61Q: 3 clusters Score -8746862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -8746863.000000 Penalty: 5554.341797
	Iteration 62Q: 3 clusters Score -8746863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -8746863.000000 Penalty: 5554.341797
	Iteration 63Q: 3 clusters Score -8746863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -8746866.000000 Penalty: 5554.341797
	Iteration 64Q: 3 clusters Score -8746866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -8746866.000000 Penalty: 5554.341797
	Iteration 65Q: 3 clusters Score -8746866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -8746877.000000 Penalty: 5554.341797
	Iteration 66Q: 3 clusters Score -8746877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -8746874.000000 Penalty: 5554.341797
	Iteration 67Q: 3 clusters Score -8746874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -8746871.000000 Penalty: 5554.341797
	Iteration 68Q: 3 clusters Score -8746871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -8746868.000000 Penalty: 5554.341797
	Iteration 69Q: 3 clusters Score -8746868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -8746870.000000 Penalty: 5554.341797
	Iteration 70Q: 3 clusters Score -8746870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -8746866.000000 Penalty: 5554.341797
	Iteration 71Q: 3 clusters Score -8746866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -8746865.000000 Penalty: 5554.341797
	Iteration 72Q: 3 clusters Score -8746865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -8746865.000000 Penalty: 5554.341797
	Iteration 73Q: 3 clusters Score -8746865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -8746869.000000 Penalty: 5554.341797
	Iteration 74Q: 3 clusters Score -8746869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -8746867.000000 Penalty: 5554.341797
	Iteration 75Q: 3 clusters Score -8746867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -8746862.000000 Penalty: 5554.341797
	Iteration 76Q: 3 clusters Score -8746862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -8746857.000000 Penalty: 5554.341797
	Iteration 77Q: 3 clusters Score -8746857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -8746856.000000 Penalty: 5554.341797
	Iteration 78Q: 3 clusters Score -8746856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -8746857.000000 Penalty: 5554.341797
	Iteration 79Q: 3 clusters Score -8746857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -8746863.000000 Penalty: 5554.341797
	Iteration 80F: 3 clusters Score -8746863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -8746866.000000 Penalty: 5554.341797
	Iteration 81Q: 3 clusters Score -8746866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -8746854.000000 Penalty: 5554.341797
	Iteration 82Q: 3 clusters Score -8746854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -8746864.000000 Penalty: 5554.341797
	Iteration 83Q: 3 clusters Score -8746864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -8746858.000000 Penalty: 5554.341797
	Iteration 84Q: 3 clusters Score -8746858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -8746856.000000 Penalty: 5554.341797
	Iteration 85Q: 3 clusters Score -8746856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -8746854.000000 Penalty: 5554.341797
	Iteration 86Q: 3 clusters Score -8746854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -8746857.000000 Penalty: 5554.341797
	Iteration 87Q: 3 clusters Score -8746857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -8746857.000000 Penalty: 5554.341797
	Iteration 88F: 3 clusters Score -8746857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -530513.750000 Penalty: 2103.890625
	Iteration 0F: 2 clusters Score -530513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -526092.437500 Penalty: 4207.781250
	Iteration 0F: 3 clusters Score -526092.4 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -527184.062500 Penalty: 4207.781250
	Iteration 1F: 3 clusters Score -527184.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -527430.687500 Penalty: 4207.781250
	Iteration 2F: 3 clusters Score -527430.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -527590.312500 Penalty: 4207.781250
	Iteration 3F: 3 clusters Score -527590.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -527700.125000 Penalty: 4207.781250
	Iteration 4Q: 3 clusters Score -527700.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -527782.625000 Penalty: 4207.781250
	Iteration 5Q: 3 clusters Score -527782.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -527851.812500 Penalty: 4207.781250
	Iteration 6Q: 3 clusters Score -527851.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -527913.500000 Penalty: 4207.781250
	Iteration 7Q: 3 clusters Score -527913.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -527966.937500 Penalty: 4207.781250
	Iteration 8Q: 3 clusters Score -527966.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -528008.437500 Penalty: 4207.781250
	Iteration 9Q: 3 clusters Score -528008.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -528049.062500 Penalty: 4207.781250
	Iteration 10Q: 3 clusters Score -528049.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -528079.812500 Penalty: 4207.781250
	Iteration 11Q: 3 clusters Score -528079.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -528106.187500 Penalty: 4207.781250
	Iteration 12Q: 3 clusters Score -528106.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -528136.437500 Penalty: 4207.781250
	Iteration 13Q: 3 clusters Score -528136.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -528163.187500 Penalty: 4207.781250
	Iteration 14Q: 3 clusters Score -528163.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -528200.312500 Penalty: 4207.781250
	Iteration 15Q: 3 clusters Score -528200.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -528233.687500 Penalty: 4207.781250
	Iteration 16Q: 3 clusters Score -528233.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -528265.000000 Penalty: 4207.781250
	Iteration 17Q: 3 clusters Score -528265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -528305.375000 Penalty: 4207.781250
	Iteration 18Q: 3 clusters Score -528305.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -528347.625000 Penalty: 4207.781250
	Iteration 19Q: 3 clusters Score -528347.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -528392.750000 Penalty: 4207.781250
	Iteration 20F: 3 clusters Score -528392.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -528433.125000 Penalty: 4207.781250
	Iteration 21Q: 3 clusters Score -528433.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -528462.375000 Penalty: 4207.781250
	Iteration 22Q: 3 clusters Score -528462.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -528486.562500 Penalty: 4207.781250
	Iteration 23Q: 3 clusters Score -528486.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -528517.500000 Penalty: 4207.781250
	Iteration 24Q: 3 clusters Score -528517.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -528548.312500 Penalty: 4207.781250
	Iteration 25Q: 3 clusters Score -528548.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -528592.250000 Penalty: 4207.781250
	Iteration 26Q: 3 clusters Score -528592.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -528645.500000 Penalty: 4207.781250
	Iteration 27Q: 3 clusters Score -528645.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -528694.687500 Penalty: 4207.781250
	Iteration 28Q: 3 clusters Score -528694.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -528748.437500 Penalty: 4207.781250
	Iteration 29Q: 3 clusters Score -528748.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -528800.937500 Penalty: 4207.781250
	Iteration 30Q: 3 clusters Score -528800.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -528842.500000 Penalty: 4207.781250
	Iteration 31Q: 3 clusters Score -528842.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -528883.625000 Penalty: 4207.781250
	Iteration 32Q: 3 clusters Score -528883.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -528910.312500 Penalty: 4207.781250
	Iteration 33Q: 3 clusters Score -528910.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -528933.875000 Penalty: 4207.781250
	Iteration 34Q: 3 clusters Score -528933.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -528953.125000 Penalty: 4207.781250
	Iteration 35Q: 3 clusters Score -528953.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -528975.500000 Penalty: 4207.781250
	Iteration 36Q: 3 clusters Score -528975.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -528996.875000 Penalty: 4207.781250
	Iteration 37Q: 3 clusters Score -528996.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -529016.562500 Penalty: 4207.781250
	Iteration 38Q: 3 clusters Score -529016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -529030.625000 Penalty: 4207.781250
	Iteration 39Q: 3 clusters Score -529030.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -529045.187500 Penalty: 4207.781250
	Iteration 40F: 3 clusters Score -529045.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -529060.187500 Penalty: 4207.781250
	Iteration 41Q: 3 clusters Score -529060.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -529077.812500 Penalty: 4207.781250
	Iteration 42Q: 3 clusters Score -529077.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -529097.500000 Penalty: 4207.781250
	Iteration 43Q: 3 clusters Score -529097.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -529113.375000 Penalty: 4207.781250
	Iteration 44Q: 3 clusters Score -529113.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -529129.562500 Penalty: 4207.781250
	Iteration 45Q: 3 clusters Score -529129.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -529138.375000 Penalty: 4207.781250
	Iteration 46Q: 3 clusters Score -529138.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -529148.750000 Penalty: 4207.781250
	Iteration 47Q: 3 clusters Score -529148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -529155.500000 Penalty: 4207.781250
	Iteration 48Q: 3 clusters Score -529155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -529162.062500 Penalty: 4207.781250
	Iteration 49Q: 3 clusters Score -529162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -529165.250000 Penalty: 4207.781250
	Iteration 50Q: 3 clusters Score -529165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -529170.625000 Penalty: 4207.781250
	Iteration 51Q: 3 clusters Score -529170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -529174.125000 Penalty: 4207.781250
	Iteration 52Q: 3 clusters Score -529174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -529181.500000 Penalty: 4207.781250
	Iteration 53Q: 3 clusters Score -529181.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -529187.625000 Penalty: 4207.781250
	Iteration 54Q: 3 clusters Score -529187.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -529194.687500 Penalty: 4207.781250
	Iteration 55Q: 3 clusters Score -529194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -529195.812500 Penalty: 4207.781250
	Iteration 56Q: 3 clusters Score -529195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -529198.625000 Penalty: 4207.781250
	Iteration 57Q: 3 clusters Score -529198.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -529201.687500 Penalty: 4207.781250
	Iteration 58Q: 3 clusters Score -529201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -529204.000000 Penalty: 4207.781250
	Iteration 59Q: 3 clusters Score -529204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -529207.250000 Penalty: 4207.781250
	Iteration 60F: 3 clusters Score -529207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -529213.625000 Penalty: 4207.781250
	Iteration 61Q: 3 clusters Score -529213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -529215.375000 Penalty: 4207.781250
	Iteration 62Q: 3 clusters Score -529215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -529218.375000 Penalty: 4207.781250
	Iteration 63Q: 3 clusters Score -529218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -529218.937500 Penalty: 4207.781250
	Iteration 64Q: 3 clusters Score -529218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -529220.437500 Penalty: 4207.781250
	Iteration 65Q: 3 clusters Score -529220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -529220.187500 Penalty: 4207.781250
	Iteration 66Q: 3 clusters Score -529220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -529220.187500 Penalty: 4207.781250
	Iteration 67F: 3 clusters Score -529220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -643984.625000 Penalty: 2135.494629
	Iteration 0F: 2 clusters Score -643984.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -639158.875000 Penalty: 4270.989258
	Iteration 0F: 3 clusters Score -639158.9 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -640396.375000 Penalty: 4270.989258
	Iteration 1F: 3 clusters Score -640396.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -640677.875000 Penalty: 4270.989258
	Iteration 2F: 3 clusters Score -640677.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -640856.375000 Penalty: 4270.989258
	Iteration 3F: 3 clusters Score -640856.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -641001.750000 Penalty: 4270.989258
	Iteration 4Q: 3 clusters Score -641001.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -641119.875000 Penalty: 4270.989258
	Iteration 5Q: 3 clusters Score -641119.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -641249.437500 Penalty: 4270.989258
	Iteration 6Q: 3 clusters Score -641249.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -641385.187500 Penalty: 4270.989258
	Iteration 7Q: 3 clusters Score -641385.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -641527.875000 Penalty: 4270.989258
	Iteration 8Q: 3 clusters Score -641527.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -641660.937500 Penalty: 4270.989258
	Iteration 9Q: 3 clusters Score -641660.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -641785.375000 Penalty: 4270.989258
	Iteration 10Q: 3 clusters Score -641785.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -641902.312500 Penalty: 4270.989258
	Iteration 11Q: 3 clusters Score -641902.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -642008.312500 Penalty: 4270.989258
	Iteration 12Q: 3 clusters Score -642008.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -642105.625000 Penalty: 4270.989258
	Iteration 13Q: 3 clusters Score -642105.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -642185.875000 Penalty: 4270.989258
	Iteration 14Q: 3 clusters Score -642185.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -642241.812500 Penalty: 4270.989258
	Iteration 15Q: 3 clusters Score -642241.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -642289.437500 Penalty: 4270.989258
	Iteration 16Q: 3 clusters Score -642289.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -642333.687500 Penalty: 4270.989258
	Iteration 17Q: 3 clusters Score -642333.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -642361.125000 Penalty: 4270.989258
	Iteration 18Q: 3 clusters Score -642361.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -642383.937500 Penalty: 4270.989258
	Iteration 19Q: 3 clusters Score -642383.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -642402.375000 Penalty: 4270.989258
	Iteration 20F: 3 clusters Score -642402.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -642416.187500 Penalty: 4270.989258
	Iteration 21Q: 3 clusters Score -642416.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -642426.375000 Penalty: 4270.989258
	Iteration 22Q: 3 clusters Score -642426.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -642437.187500 Penalty: 4270.989258
	Iteration 23Q: 3 clusters Score -642437.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -642448.250000 Penalty: 4270.989258
	Iteration 24Q: 3 clusters Score -642448.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -642456.625000 Penalty: 4270.989258
	Iteration 25Q: 3 clusters Score -642456.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -642462.812500 Penalty: 4270.989258
	Iteration 26Q: 3 clusters Score -642462.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -642469.187500 Penalty: 4270.989258
	Iteration 27Q: 3 clusters Score -642469.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -642474.812500 Penalty: 4270.989258
	Iteration 28Q: 3 clusters Score -642474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -642477.437500 Penalty: 4270.989258
	Iteration 29Q: 3 clusters Score -642477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -642478.437500 Penalty: 4270.989258
	Iteration 30Q: 3 clusters Score -642478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -642480.062500 Penalty: 4270.989258
	Iteration 31Q: 3 clusters Score -642480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -642480.500000 Penalty: 4270.989258
	Iteration 32Q: 3 clusters Score -642480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -642481.375000 Penalty: 4270.989258
	Iteration 33Q: 3 clusters Score -642481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -642481.375000 Penalty: 4270.989258
	Iteration 34Q: 3 clusters Score -642481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -642481.375000 Penalty: 4270.989258
	Iteration 35F: 3 clusters Score -642481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Entering Unmasked Estep 
Score: -1741452.625000 Penalty: 2393.905518
	Iteration 0F: 2 clusters Score -1741453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1730341.375000 Penalty: 4787.811035
	Iteration 0F: 3 clusters Score -1730341 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1734189.000000 Penalty: 4787.811035
	Iteration 1F: 3 clusters Score -1734189 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1734868.500000 Penalty: 4787.811035
	Iteration 2F: 3 clusters Score -1734868 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1735547.500000 Penalty: 4787.811035
	Iteration 3F: 3 clusters Score -1735548 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1736202.000000 Penalty: 4787.811035
	Iteration 4F: 3 clusters Score -1736202 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1736800.625000 Penalty: 4787.811035
	Iteration 5F: 3 clusters Score -1736801 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1737372.625000 Penalty: 4787.811035
	Iteration 6F: 3 clusters Score -1737373 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1737981.000000 Penalty: 4787.811035
	Iteration 7F: 3 clusters Score -1737981 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1738580.875000 Penalty: 4787.811035
	Iteration 8F: 3 clusters Score -1738581 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1739074.000000 Penalty: 4787.811035
	Iteration 9Q: 3 clusters Score -1739074 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1739423.250000 Penalty: 4787.811035
	Iteration 10Q: 3 clusters Score -1739423 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1739692.125000 Penalty: 4787.811035
	Iteration 11Q: 3 clusters Score -1739692 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1739849.750000 Penalty: 4787.811035
	Iteration 12Q: 3 clusters Score -1739850 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1739919.625000 Penalty: 4787.811035
	Iteration 13Q: 3 clusters Score -1739920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1739967.000000 Penalty: 4787.811035
	Iteration 14Q: 3 clusters Score -1739967 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1739987.000000 Penalty: 4787.811035
	Iteration 15Q: 3 clusters Score -1739987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1739996.375000 Penalty: 4787.811035
	Iteration 16Q: 3 clusters Score -1739996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1740003.875000 Penalty: 4787.811035
	Iteration 17Q: 3 clusters Score -1740004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1740010.500000 Penalty: 4787.811035
	Iteration 18Q: 3 clusters Score -1740010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1740015.375000 Penalty: 4787.811035
	Iteration 19Q: 3 clusters Score -1740015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1740023.750000 Penalty: 4787.811035
	Iteration 20F: 3 clusters Score -1740024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1740023.625000 Penalty: 4787.811035
	Iteration 21Q: 3 clusters Score -1740024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1740022.250000 Penalty: 4787.811035
	Iteration 22Q: 3 clusters Score -1740022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1740028.000000 Penalty: 4787.811035
	Iteration 23Q: 3 clusters Score -1740028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1740025.125000 Penalty: 4787.811035
	Iteration 24Q: 3 clusters Score -1740025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1740025.750000 Penalty: 4787.811035
	Iteration 25Q: 3 clusters Score -1740026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1740029.125000 Penalty: 4787.811035
	Iteration 26Q: 3 clusters Score -1740029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1740028.750000 Penalty: 4787.811035
	Iteration 27Q: 3 clusters Score -1740029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1740030.875000 Penalty: 4787.811035
	Iteration 28Q: 3 clusters Score -1740031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1740035.875000 Penalty: 4787.811035
	Iteration 29Q: 3 clusters Score -1740036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1740035.375000 Penalty: 4787.811035
	Iteration 30Q: 3 clusters Score -1740035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1740032.375000 Penalty: 4787.811035
	Iteration 31Q: 3 clusters Score -1740032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1740034.375000 Penalty: 4787.811035
	Iteration 32Q: 3 clusters Score -1740034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1740034.750000 Penalty: 4787.811035
	Iteration 33Q: 3 clusters Score -1740035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1740033.750000 Penalty: 4787.811035
	Iteration 34Q: 3 clusters Score -1740034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1740035.375000 Penalty: 4787.811035
	Iteration 35Q: 3 clusters Score -1740035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1740035.375000 Penalty: 4787.811035
	Iteration 36F: 3 clusters Score -1740035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25726.416016 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25726.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25788.974609 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25788.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25816.939453 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25816.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25832.916016 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -25832.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25840.707031 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -25840.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25840.707031 Penalty: 2769.414062
	Iteration 5F: 3 clusters Score -25840.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113058.750000 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -113058.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113550.429688 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113550.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -113832.593750 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -113832.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -114035.187500 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -114035.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114150.406250 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -114150.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114227.453125 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -114227.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114278.546875 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -114278.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114321.265625 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -114321.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -114367.835938 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -114367.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114423.804688 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -114423.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -114492.281250 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -114492.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -114591.562500 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -114591.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -114679.539062 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -114679.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -114726.289062 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -114726.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -114777.085938 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -114777.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -114833.164062 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -114833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -114871.375000 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -114871.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -114894.820312 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -114894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -114909.390625 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -114909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -114913.242188 Penalty: 3466.252930
	Iteration 19Q: 3 clusters Score -114913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -114936.500000 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -114936.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -114961.187500 Penalty: 3466.252930
	Iteration 21Q: 3 clusters Score -114961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -114970.835938 Penalty: 3466.252930
	Iteration 22Q: 3 clusters Score -114970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -114974.625000 Penalty: 3466.252930
	Iteration 23Q: 3 clusters Score -114974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -114974.625000 Penalty: 3466.252930
	Iteration 24F: 3 clusters Score -114974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168013 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39418 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166578 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259062 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81490 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 27015 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 73004 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 15434 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Mstep: Class 36 contains 882 members 
Entering Unmasked Estep 
Score: -205567488.000000 Penalty: 128518.421875
Splitting cluster 32 changes total score from -205569344.000000 to -205567488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Entering Unmasked Estep 
Score: -1756675.125000 Penalty: 2391.793457
	Iteration 0F: 2 clusters Score -1756675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1745612.750000 Penalty: 4783.586914
	Iteration 0F: 3 clusters Score -1745613 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1749258.750000 Penalty: 4783.586914
	Iteration 1F: 3 clusters Score -1749259 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1749750.125000 Penalty: 4783.586914
	Iteration 2F: 3 clusters Score -1749750 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1750227.250000 Penalty: 4783.586914
	Iteration 3F: 3 clusters Score -1750227 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1750653.000000 Penalty: 4783.586914
	Iteration 4F: 3 clusters Score -1750653 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1751025.250000 Penalty: 4783.586914
	Iteration 5Q: 3 clusters Score -1751025 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1751340.375000 Penalty: 4783.586914
	Iteration 6Q: 3 clusters Score -1751340 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1751618.500000 Penalty: 4783.586914
	Iteration 7Q: 3 clusters Score -1751618 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1751909.875000 Penalty: 4783.586914
	Iteration 8Q: 3 clusters Score -1751910 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1752193.000000 Penalty: 4783.586914
	Iteration 9Q: 3 clusters Score -1752193 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1752475.250000 Penalty: 4783.586914
	Iteration 10Q: 3 clusters Score -1752475 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1752747.625000 Penalty: 4783.586914
	Iteration 11Q: 3 clusters Score -1752748 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1752974.375000 Penalty: 4783.586914
	Iteration 12Q: 3 clusters Score -1752974 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1753141.875000 Penalty: 4783.586914
	Iteration 13Q: 3 clusters Score -1753142 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1753265.375000 Penalty: 4783.586914
	Iteration 14Q: 3 clusters Score -1753265 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1753354.250000 Penalty: 4783.586914
	Iteration 15Q: 3 clusters Score -1753354 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1753421.875000 Penalty: 4783.586914
	Iteration 16Q: 3 clusters Score -1753422 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1753506.125000 Penalty: 4783.586914
	Iteration 17Q: 3 clusters Score -1753506 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1753586.625000 Penalty: 4783.586914
	Iteration 18Q: 3 clusters Score -1753587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1753640.500000 Penalty: 4783.586914
	Iteration 19Q: 3 clusters Score -1753640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1753694.000000 Penalty: 4783.586914
	Iteration 20F: 3 clusters Score -1753694 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1753731.250000 Penalty: 4783.586914
	Iteration 21Q: 3 clusters Score -1753731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1753758.375000 Penalty: 4783.586914
	Iteration 22Q: 3 clusters Score -1753758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1753784.000000 Penalty: 4783.586914
	Iteration 23Q: 3 clusters Score -1753784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1753809.250000 Penalty: 4783.586914
	Iteration 24Q: 3 clusters Score -1753809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1753825.500000 Penalty: 4783.586914
	Iteration 25Q: 3 clusters Score -1753826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1753847.375000 Penalty: 4783.586914
	Iteration 26Q: 3 clusters Score -1753847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1753871.000000 Penalty: 4783.586914
	Iteration 27Q: 3 clusters Score -1753871 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1753899.375000 Penalty: 4783.586914
	Iteration 28Q: 3 clusters Score -1753899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1753923.500000 Penalty: 4783.586914
	Iteration 29Q: 3 clusters Score -1753924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1753958.375000 Penalty: 4783.586914
	Iteration 30Q: 3 clusters Score -1753958 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1753978.500000 Penalty: 4783.586914
	Iteration 31Q: 3 clusters Score -1753978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1753992.250000 Penalty: 4783.586914
	Iteration 32Q: 3 clusters Score -1753992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1754023.375000 Penalty: 4783.586914
	Iteration 33Q: 3 clusters Score -1754023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1754036.375000 Penalty: 4783.586914
	Iteration 34Q: 3 clusters Score -1754036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1754051.625000 Penalty: 4783.586914
	Iteration 35Q: 3 clusters Score -1754052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1754059.625000 Penalty: 4783.586914
	Iteration 36Q: 3 clusters Score -1754060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1754063.500000 Penalty: 4783.586914
	Iteration 37Q: 3 clusters Score -1754064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1754073.875000 Penalty: 4783.586914
	Iteration 38Q: 3 clusters Score -1754074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1754086.250000 Penalty: 4783.586914
	Iteration 39Q: 3 clusters Score -1754086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1754095.375000 Penalty: 4783.586914
	Iteration 40F: 3 clusters Score -1754095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1754112.750000 Penalty: 4783.586914
	Iteration 41Q: 3 clusters Score -1754113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1754125.875000 Penalty: 4783.586914
	Iteration 42Q: 3 clusters Score -1754126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1754139.375000 Penalty: 4783.586914
	Iteration 43Q: 3 clusters Score -1754139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1754154.000000 Penalty: 4783.586914
	Iteration 44Q: 3 clusters Score -1754154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1754177.500000 Penalty: 4783.586914
	Iteration 45Q: 3 clusters Score -1754178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1754192.375000 Penalty: 4783.586914
	Iteration 46Q: 3 clusters Score -1754192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1754207.750000 Penalty: 4783.586914
	Iteration 47Q: 3 clusters Score -1754208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1754224.750000 Penalty: 4783.586914
	Iteration 48Q: 3 clusters Score -1754225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1754235.125000 Penalty: 4783.586914
	Iteration 49Q: 3 clusters Score -1754235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1754246.375000 Penalty: 4783.586914
	Iteration 50Q: 3 clusters Score -1754246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1754255.875000 Penalty: 4783.586914
	Iteration 51Q: 3 clusters Score -1754256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1754264.625000 Penalty: 4783.586914
	Iteration 52Q: 3 clusters Score -1754265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1754271.500000 Penalty: 4783.586914
	Iteration 53Q: 3 clusters Score -1754272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1754275.750000 Penalty: 4783.586914
	Iteration 54Q: 3 clusters Score -1754276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1754283.875000 Penalty: 4783.586914
	Iteration 55Q: 3 clusters Score -1754284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1754286.500000 Penalty: 4783.586914
	Iteration 56Q: 3 clusters Score -1754286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1754291.000000 Penalty: 4783.586914
	Iteration 57Q: 3 clusters Score -1754291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1754294.125000 Penalty: 4783.586914
	Iteration 58Q: 3 clusters Score -1754294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1754295.500000 Penalty: 4783.586914
	Iteration 59Q: 3 clusters Score -1754296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1754298.500000 Penalty: 4783.586914
	Iteration 60F: 3 clusters Score -1754298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1754302.875000 Penalty: 4783.586914
	Iteration 61Q: 3 clusters Score -1754303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1754304.875000 Penalty: 4783.586914
	Iteration 62Q: 3 clusters Score -1754305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1754305.750000 Penalty: 4783.586914
	Iteration 63Q: 3 clusters Score -1754306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1754306.875000 Penalty: 4783.586914
	Iteration 64Q: 3 clusters Score -1754307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1754308.750000 Penalty: 4783.586914
	Iteration 65Q: 3 clusters Score -1754309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1754317.125000 Penalty: 4783.586914
	Iteration 66Q: 3 clusters Score -1754317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1754323.875000 Penalty: 4783.586914
	Iteration 67Q: 3 clusters Score -1754324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1754328.375000 Penalty: 4783.586914
	Iteration 68Q: 3 clusters Score -1754328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1754335.500000 Penalty: 4783.586914
	Iteration 69Q: 3 clusters Score -1754336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1754341.625000 Penalty: 4783.586914
	Iteration 70Q: 3 clusters Score -1754342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1754351.000000 Penalty: 4783.586914
	Iteration 71Q: 3 clusters Score -1754351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1754362.625000 Penalty: 4783.586914
	Iteration 72Q: 3 clusters Score -1754363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1754368.875000 Penalty: 4783.586914
	Iteration 73Q: 3 clusters Score -1754369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1754378.500000 Penalty: 4783.586914
	Iteration 74Q: 3 clusters Score -1754378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1754382.750000 Penalty: 4783.586914
	Iteration 75Q: 3 clusters Score -1754383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1754394.500000 Penalty: 4783.586914
	Iteration 76Q: 3 clusters Score -1754394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1754403.750000 Penalty: 4783.586914
	Iteration 77Q: 3 clusters Score -1754404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1754418.125000 Penalty: 4783.586914
	Iteration 78Q: 3 clusters Score -1754418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1754428.375000 Penalty: 4783.586914
	Iteration 79Q: 3 clusters Score -1754428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1754433.250000 Penalty: 4783.586914
	Iteration 80F: 3 clusters Score -1754433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1754440.000000 Penalty: 4783.586914
	Iteration 81Q: 3 clusters Score -1754440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1754447.375000 Penalty: 4783.586914
	Iteration 82Q: 3 clusters Score -1754447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1754461.375000 Penalty: 4783.586914
	Iteration 83Q: 3 clusters Score -1754461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1754476.625000 Penalty: 4783.586914
	Iteration 84Q: 3 clusters Score -1754477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1754491.375000 Penalty: 4783.586914
	Iteration 85Q: 3 clusters Score -1754491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1754506.625000 Penalty: 4783.586914
	Iteration 86Q: 3 clusters Score -1754507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1754519.000000 Penalty: 4783.586914
	Iteration 87Q: 3 clusters Score -1754519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1754536.375000 Penalty: 4783.586914
	Iteration 88Q: 3 clusters Score -1754536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1754545.250000 Penalty: 4783.586914
	Iteration 89Q: 3 clusters Score -1754545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1754548.750000 Penalty: 4783.586914
	Iteration 90Q: 3 clusters Score -1754549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1754562.250000 Penalty: 4783.586914
	Iteration 91Q: 3 clusters Score -1754562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1754567.000000 Penalty: 4783.586914
	Iteration 92Q: 3 clusters Score -1754567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1754581.500000 Penalty: 4783.586914
	Iteration 93Q: 3 clusters Score -1754582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1754589.375000 Penalty: 4783.586914
	Iteration 94Q: 3 clusters Score -1754589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1754594.625000 Penalty: 4783.586914
	Iteration 95Q: 3 clusters Score -1754595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1754595.250000 Penalty: 4783.586914
	Iteration 96Q: 3 clusters Score -1754595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1754600.000000 Penalty: 4783.586914
	Iteration 97Q: 3 clusters Score -1754600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1754606.375000 Penalty: 4783.586914
	Iteration 98Q: 3 clusters Score -1754606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1754612.000000 Penalty: 4783.586914
	Iteration 99Q: 3 clusters Score -1754612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1754614.250000 Penalty: 4783.586914
	Iteration 100F: 3 clusters Score -1754614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1754617.750000 Penalty: 4783.586914
	Iteration 101Q: 3 clusters Score -1754618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1754626.500000 Penalty: 4783.586914
	Iteration 102Q: 3 clusters Score -1754626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1754634.000000 Penalty: 4783.586914
	Iteration 103Q: 3 clusters Score -1754634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1754640.875000 Penalty: 4783.586914
	Iteration 104Q: 3 clusters Score -1754641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1754646.125000 Penalty: 4783.586914
	Iteration 105Q: 3 clusters Score -1754646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1754648.125000 Penalty: 4783.586914
	Iteration 106Q: 3 clusters Score -1754648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1754650.000000 Penalty: 4783.586914
	Iteration 107Q: 3 clusters Score -1754650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1754644.125000 Penalty: 4783.586914
	Iteration 108Q: 3 clusters Score -1754644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1754649.125000 Penalty: 4783.586914
	Iteration 109Q: 3 clusters Score -1754649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1754652.375000 Penalty: 4783.586914
	Iteration 110Q: 3 clusters Score -1754652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1754651.500000 Penalty: 4783.586914
	Iteration 111Q: 3 clusters Score -1754652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1754650.875000 Penalty: 4783.586914
	Iteration 112Q: 3 clusters Score -1754651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1754655.250000 Penalty: 4783.586914
	Iteration 113Q: 3 clusters Score -1754655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1754655.000000 Penalty: 4783.586914
	Iteration 114Q: 3 clusters Score -1754655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1754655.000000 Penalty: 4783.586914
	Iteration 115F: 3 clusters Score -1754655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Entering Unmasked Estep 
Score: -3282288.750000 Penalty: 2543.115234
	Iteration 0F: 2 clusters Score -3282289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3262813.750000 Penalty: 5086.230469
	Iteration 0F: 3 clusters Score -3262814 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3269844.250000 Penalty: 5086.230469
	Iteration 1F: 3 clusters Score -3269844 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3270443.250000 Penalty: 5086.230469
	Iteration 2F: 3 clusters Score -3270443 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3270990.500000 Penalty: 5086.230469
	Iteration 3Q: 3 clusters Score -3270990 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3271586.000000 Penalty: 5086.230469
	Iteration 4Q: 3 clusters Score -3271586 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3272268.750000 Penalty: 5086.230469
	Iteration 5F: 3 clusters Score -3272269 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3273046.500000 Penalty: 5086.230469
	Iteration 6F: 3 clusters Score -3273046 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3273982.000000 Penalty: 5086.230469
	Iteration 7F: 3 clusters Score -3273982 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3274960.250000 Penalty: 5086.230469
	Iteration 8F: 3 clusters Score -3274960 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3275904.250000 Penalty: 5086.230469
	Iteration 9Q: 3 clusters Score -3275904 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3276791.000000 Penalty: 5086.230469
	Iteration 10Q: 3 clusters Score -3276791 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3277548.750000 Penalty: 5086.230469
	Iteration 11Q: 3 clusters Score -3277549 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3278308.750000 Penalty: 5086.230469
	Iteration 12Q: 3 clusters Score -3278309 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3279349.000000 Penalty: 5086.230469
	Iteration 13Q: 3 clusters Score -3279349 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3279826.750000 Penalty: 5086.230469
	Iteration 14Q: 3 clusters Score -3279827 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3279954.250000 Penalty: 5086.230469
	Iteration 15Q: 3 clusters Score -3279954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3280016.500000 Penalty: 5086.230469
	Iteration 16Q: 3 clusters Score -3280016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3280050.000000 Penalty: 5086.230469
	Iteration 17Q: 3 clusters Score -3280050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3280069.750000 Penalty: 5086.230469
	Iteration 18Q: 3 clusters Score -3280070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3280074.000000 Penalty: 5086.230469
	Iteration 19Q: 3 clusters Score -3280074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3280088.250000 Penalty: 5086.230469
	Iteration 20F: 3 clusters Score -3280088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3280101.250000 Penalty: 5086.230469
	Iteration 21Q: 3 clusters Score -3280101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3280121.500000 Penalty: 5086.230469
	Iteration 22Q: 3 clusters Score -3280122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3280130.500000 Penalty: 5086.230469
	Iteration 23Q: 3 clusters Score -3280130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3280130.250000 Penalty: 5086.230469
	Iteration 24Q: 3 clusters Score -3280130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3280132.750000 Penalty: 5086.230469
	Iteration 25Q: 3 clusters Score -3280133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3280140.250000 Penalty: 5086.230469
	Iteration 26Q: 3 clusters Score -3280140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3280139.250000 Penalty: 5086.230469
	Iteration 27Q: 3 clusters Score -3280139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3280137.250000 Penalty: 5086.230469
	Iteration 28Q: 3 clusters Score -3280137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3280147.000000 Penalty: 5086.230469
	Iteration 29Q: 3 clusters Score -3280147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3280143.000000 Penalty: 5086.230469
	Iteration 30Q: 3 clusters Score -3280143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3280157.000000 Penalty: 5086.230469
	Iteration 31Q: 3 clusters Score -3280157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3280160.000000 Penalty: 5086.230469
	Iteration 32Q: 3 clusters Score -3280160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3280161.750000 Penalty: 5086.230469
	Iteration 33Q: 3 clusters Score -3280162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3280169.500000 Penalty: 5086.230469
	Iteration 34Q: 3 clusters Score -3280170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3280170.000000 Penalty: 5086.230469
	Iteration 35Q: 3 clusters Score -3280170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3280164.250000 Penalty: 5086.230469
	Iteration 36Q: 3 clusters Score -3280164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3280168.000000 Penalty: 5086.230469
	Iteration 37Q: 3 clusters Score -3280168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3280166.000000 Penalty: 5086.230469
	Iteration 38Q: 3 clusters Score -3280166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3280170.250000 Penalty: 5086.230469
	Iteration 39Q: 3 clusters Score -3280170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3280172.000000 Penalty: 5086.230469
	Iteration 40F: 3 clusters Score -3280172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3280173.000000 Penalty: 5086.230469
	Iteration 41Q: 3 clusters Score -3280173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3280175.250000 Penalty: 5086.230469
	Iteration 42Q: 3 clusters Score -3280175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3280177.750000 Penalty: 5086.230469
	Iteration 43Q: 3 clusters Score -3280178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3280178.500000 Penalty: 5086.230469
	Iteration 44Q: 3 clusters Score -3280178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3280180.250000 Penalty: 5086.230469
	Iteration 45Q: 3 clusters Score -3280180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3280181.000000 Penalty: 5086.230469
	Iteration 46Q: 3 clusters Score -3280181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3280183.250000 Penalty: 5086.230469
	Iteration 47Q: 3 clusters Score -3280183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3280186.750000 Penalty: 5086.230469
	Iteration 48Q: 3 clusters Score -3280187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3280186.750000 Penalty: 5086.230469
	Iteration 49F: 3 clusters Score -3280187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Entering Unmasked Estep 
Score: -1420974.500000 Penalty: 2343.264893
	Iteration 0F: 2 clusters Score -1420974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1411615.375000 Penalty: 4686.529785
	Iteration 0F: 3 clusters Score -1411615 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1414586.125000 Penalty: 4686.529785
	Iteration 1F: 3 clusters Score -1414586 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1414967.500000 Penalty: 4686.529785
	Iteration 2F: 3 clusters Score -1414968 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1415288.500000 Penalty: 4686.529785
	Iteration 3F: 3 clusters Score -1415288 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1415616.875000 Penalty: 4686.529785
	Iteration 4Q: 3 clusters Score -1415617 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1415890.625000 Penalty: 4686.529785
	Iteration 5Q: 3 clusters Score -1415891 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1416137.250000 Penalty: 4686.529785
	Iteration 6Q: 3 clusters Score -1416137 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1416385.875000 Penalty: 4686.529785
	Iteration 7Q: 3 clusters Score -1416386 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1416579.125000 Penalty: 4686.529785
	Iteration 8Q: 3 clusters Score -1416579 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1416728.500000 Penalty: 4686.529785
	Iteration 9Q: 3 clusters Score -1416728 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1416863.375000 Penalty: 4686.529785
	Iteration 10Q: 3 clusters Score -1416863 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1416987.500000 Penalty: 4686.529785
	Iteration 11Q: 3 clusters Score -1416988 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1417122.625000 Penalty: 4686.529785
	Iteration 12Q: 3 clusters Score -1417123 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1417259.625000 Penalty: 4686.529785
	Iteration 13Q: 3 clusters Score -1417260 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1417424.500000 Penalty: 4686.529785
	Iteration 14Q: 3 clusters Score -1417424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1417585.375000 Penalty: 4686.529785
	Iteration 15Q: 3 clusters Score -1417585 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1417735.500000 Penalty: 4686.529785
	Iteration 16Q: 3 clusters Score -1417736 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1417875.625000 Penalty: 4686.529785
	Iteration 17Q: 3 clusters Score -1417876 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1418038.125000 Penalty: 4686.529785
	Iteration 18Q: 3 clusters Score -1418038 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1418189.000000 Penalty: 4686.529785
	Iteration 19Q: 3 clusters Score -1418189 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1418355.375000 Penalty: 4686.529785
	Iteration 20F: 3 clusters Score -1418355 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1418502.125000 Penalty: 4686.529785
	Iteration 21Q: 3 clusters Score -1418502 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1418598.125000 Penalty: 4686.529785
	Iteration 22Q: 3 clusters Score -1418598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1418682.250000 Penalty: 4686.529785
	Iteration 23Q: 3 clusters Score -1418682 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1418763.375000 Penalty: 4686.529785
	Iteration 24Q: 3 clusters Score -1418763 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1418813.250000 Penalty: 4686.529785
	Iteration 25Q: 3 clusters Score -1418813 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1418866.625000 Penalty: 4686.529785
	Iteration 26Q: 3 clusters Score -1418867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1418903.000000 Penalty: 4686.529785
	Iteration 27Q: 3 clusters Score -1418903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1418938.250000 Penalty: 4686.529785
	Iteration 28Q: 3 clusters Score -1418938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1418973.375000 Penalty: 4686.529785
	Iteration 29Q: 3 clusters Score -1418973 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1419006.000000 Penalty: 4686.529785
	Iteration 30Q: 3 clusters Score -1419006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1419028.500000 Penalty: 4686.529785
	Iteration 31Q: 3 clusters Score -1419028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1419048.125000 Penalty: 4686.529785
	Iteration 32Q: 3 clusters Score -1419048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1419061.125000 Penalty: 4686.529785
	Iteration 33Q: 3 clusters Score -1419061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1419074.750000 Penalty: 4686.529785
	Iteration 34Q: 3 clusters Score -1419075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1419081.875000 Penalty: 4686.529785
	Iteration 35Q: 3 clusters Score -1419082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1419086.875000 Penalty: 4686.529785
	Iteration 36Q: 3 clusters Score -1419087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1419099.500000 Penalty: 4686.529785
	Iteration 37Q: 3 clusters Score -1419100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1419105.750000 Penalty: 4686.529785
	Iteration 38Q: 3 clusters Score -1419106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1419111.500000 Penalty: 4686.529785
	Iteration 39Q: 3 clusters Score -1419112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1419119.875000 Penalty: 4686.529785
	Iteration 40F: 3 clusters Score -1419120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1419130.000000 Penalty: 4686.529785
	Iteration 41Q: 3 clusters Score -1419130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1419135.000000 Penalty: 4686.529785
	Iteration 42Q: 3 clusters Score -1419135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1419138.875000 Penalty: 4686.529785
	Iteration 43Q: 3 clusters Score -1419139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1419142.375000 Penalty: 4686.529785
	Iteration 44Q: 3 clusters Score -1419142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1419144.000000 Penalty: 4686.529785
	Iteration 45Q: 3 clusters Score -1419144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1419146.750000 Penalty: 4686.529785
	Iteration 46Q: 3 clusters Score -1419147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1419146.750000 Penalty: 4686.529785
	Iteration 47F: 3 clusters Score -1419147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 168013 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39418 members 
Mstep: Class 6 contains 15282 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166578 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259062 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171804 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81490 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 27015 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 73004 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15434 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569344.000000 Penalty: 124948.460938
Iteration 319Q: 36 clusters Score -2.055693e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 167994 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39420 members 
Mstep: Class 6 contains 15281 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166579 members 
Mstep: Class 9 contains 111343 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 259057 members 
Mstep: Class 13 contains 32598 members 
Mstep: Class 14 contains 171806 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172552 members 
Mstep: Class 23 contains 27010 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 47108 members 
Mstep: Class 26 contains 8233 members 
Mstep: Class 27 contains 73011 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15575 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15441 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569344.000000 Penalty: 124948.460938
Iteration 320F: 36 clusters Score -2.055693e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 167974 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39418 members 
Mstep: Class 6 contains 15285 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166579 members 
Mstep: Class 9 contains 111341 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 259057 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171807 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 27004 members 
Mstep: Class 24 contains 10251 members 
Mstep: Class 25 contains 47115 members 
Mstep: Class 26 contains 8233 members 
Mstep: Class 27 contains 73017 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15581 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15449 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569408.000000 Penalty: 124948.460938
Iteration 321Q: 36 clusters Score -2.055694e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 167950 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39418 members 
Mstep: Class 6 contains 15287 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166584 members 
Mstep: Class 9 contains 111338 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 259061 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 27002 members 
Mstep: Class 24 contains 10249 members 
Mstep: Class 25 contains 47116 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 73018 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15595 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15454 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569408.000000 Penalty: 124948.460938
Iteration 322Q: 36 clusters Score -2.055694e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 167939 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39420 members 
Mstep: Class 6 contains 15290 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166576 members 
Mstep: Class 9 contains 111335 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 259059 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26181 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26999 members 
Mstep: Class 24 contains 10245 members 
Mstep: Class 25 contains 47127 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 73018 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 15605 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15459 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569520.000000 Penalty: 124948.460938
Iteration 323Q: 36 clusters Score -2.055695e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 167922 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39422 members 
Mstep: Class 6 contains 15291 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166568 members 
Mstep: Class 9 contains 111335 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 259056 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26177 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26996 members 
Mstep: Class 24 contains 10244 members 
Mstep: Class 25 contains 47142 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73017 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 15616 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15464 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569600.000000 Penalty: 124948.460938
Iteration 324Q: 36 clusters Score -2.055696e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 167916 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39423 members 
Mstep: Class 6 contains 15292 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166556 members 
Mstep: Class 9 contains 111334 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113494 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171807 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26171 members 
Mstep: Class 17 contains 81490 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26988 members 
Mstep: Class 24 contains 10241 members 
Mstep: Class 25 contains 47153 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73024 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15623 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15473 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569616.000000 Penalty: 124948.460938
Iteration 325Q: 36 clusters Score -2.055696e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 167914 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39422 members 
Mstep: Class 6 contains 15294 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166553 members 
Mstep: Class 9 contains 111336 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 259046 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26169 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26983 members 
Mstep: Class 24 contains 10243 members 
Mstep: Class 25 contains 47158 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73022 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 15622 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15477 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569552.000000 Penalty: 124948.460938
Iteration 326Q: 36 clusters Score -2.055696e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 167902 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39422 members 
Mstep: Class 6 contains 15296 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166550 members 
Mstep: Class 9 contains 111338 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 259040 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171808 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26168 members 
Mstep: Class 17 contains 81494 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22455 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 10242 members 
Mstep: Class 25 contains 47169 members 
Mstep: Class 26 contains 8233 members 
Mstep: Class 27 contains 73025 members 
Mstep: Class 28 contains 4840 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15626 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15479 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569472.000000 Penalty: 124948.460938
Iteration 327Q: 36 clusters Score -2.055695e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 167903 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39423 members 
Mstep: Class 6 contains 15294 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166538 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 259038 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26167 members 
Mstep: Class 17 contains 81494 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172556 members 
Mstep: Class 23 contains 26969 members 
Mstep: Class 24 contains 10241 members 
Mstep: Class 25 contains 47178 members 
Mstep: Class 26 contains 8234 members 
Mstep: Class 27 contains 73027 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15629 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15481 members 
Mstep: Class 34 contains 28411 members 
Mstep: Class 35 contains 12733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569376.000000 Penalty: 124948.460938
Iteration 328Q: 36 clusters Score -2.055694e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 167895 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39425 members 
Mstep: Class 6 contains 15296 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166537 members 
Mstep: Class 9 contains 111339 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 259035 members 
Mstep: Class 13 contains 32583 members 
Mstep: Class 14 contains 171810 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26165 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172559 members 
Mstep: Class 23 contains 26963 members 
Mstep: Class 24 contains 10240 members 
Mstep: Class 25 contains 47178 members 
Mstep: Class 26 contains 8233 members 
Mstep: Class 27 contains 73032 members 
Mstep: Class 28 contains 4840 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15636 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15479 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569424.000000 Penalty: 124948.460938
Iteration 329Q: 36 clusters Score -2.055694e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 167892 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 39426 members 
Mstep: Class 6 contains 15298 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166535 members 
Mstep: Class 9 contains 111339 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113491 members 
Mstep: Class 12 contains 259025 members 
Mstep: Class 13 contains 32583 members 
Mstep: Class 14 contains 171813 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26164 members 
Mstep: Class 17 contains 81494 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26963 members 
Mstep: Class 24 contains 10240 members 
Mstep: Class 25 contains 47178 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73031 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15644 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15483 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569280.000000 Penalty: 124948.460938
Iteration 330Q: 36 clusters Score -2.055693e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167881 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39429 members 
Mstep: Class 6 contains 15301 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166540 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 259011 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171813 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26166 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21006 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26964 members 
Mstep: Class 24 contains 10240 members 
Mstep: Class 25 contains 47177 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15654 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15490 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569168.000000 Penalty: 124948.460938
Iteration 331Q: 36 clusters Score -2.055692e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 6547 members 
Mstep: Class 3 contains 167857 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39435 members 
Mstep: Class 6 contains 15306 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166549 members 
Mstep: Class 9 contains 111337 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113486 members 
Mstep: Class 12 contains 259009 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171810 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26168 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26962 members 
Mstep: Class 24 contains 10241 members 
Mstep: Class 25 contains 47183 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 73030 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15658 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15494 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569232.000000 Penalty: 124948.460938
Iteration 332Q: 36 clusters Score -2.055692e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167831 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39438 members 
Mstep: Class 6 contains 15306 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166560 members 
Mstep: Class 9 contains 111342 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113486 members 
Mstep: Class 12 contains 259012 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171811 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26167 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26962 members 
Mstep: Class 24 contains 10241 members 
Mstep: Class 25 contains 47194 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 15661 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15496 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569360.000000 Penalty: 124948.460938
Iteration 333Q: 36 clusters Score -2.055694e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 167816 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39442 members 
Mstep: Class 6 contains 15307 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166566 members 
Mstep: Class 9 contains 111342 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113484 members 
Mstep: Class 12 contains 259017 members 
Mstep: Class 13 contains 32585 members 
Mstep: Class 14 contains 171812 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26165 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172546 members 
Mstep: Class 23 contains 26960 members 
Mstep: Class 24 contains 10238 members 
Mstep: Class 25 contains 47196 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 15669 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15497 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569296.000000 Penalty: 124948.460938
Iteration 334Q: 36 clusters Score -2.055693e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 167807 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39447 members 
Mstep: Class 6 contains 15307 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166567 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113485 members 
Mstep: Class 12 contains 259012 members 
Mstep: Class 13 contains 32582 members 
Mstep: Class 14 contains 171815 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26164 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21006 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172546 members 
Mstep: Class 23 contains 26957 members 
Mstep: Class 24 contains 10238 members 
Mstep: Class 25 contains 47195 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73028 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15676 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15498 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569504.000000 Penalty: 124948.460938
Iteration 335Q: 36 clusters Score -2.055695e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 167791 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39450 members 
Mstep: Class 6 contains 15308 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166568 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 259011 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 171816 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26164 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172543 members 
Mstep: Class 23 contains 26953 members 
Mstep: Class 24 contains 10238 members 
Mstep: Class 25 contains 47196 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5492 members 
Mstep: Class 30 contains 15682 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15501 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569472.000000 Penalty: 124948.460938
Iteration 336Q: 36 clusters Score -2.055695e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 167780 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39453 members 
Mstep: Class 6 contains 15307 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166575 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113486 members 
Mstep: Class 12 contains 259012 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 171816 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172545 members 
Mstep: Class 23 contains 26945 members 
Mstep: Class 24 contains 10236 members 
Mstep: Class 25 contains 47202 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15686 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15501 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569616.000000 Penalty: 124948.460938
Iteration 337Q: 36 clusters Score -2.055696e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 167775 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39457 members 
Mstep: Class 6 contains 15309 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166565 members 
Mstep: Class 9 contains 111348 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113486 members 
Mstep: Class 12 contains 259010 members 
Mstep: Class 13 contains 32585 members 
Mstep: Class 14 contains 171816 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 81489 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 172543 members 
Mstep: Class 23 contains 26938 members 
Mstep: Class 24 contains 10236 members 
Mstep: Class 25 contains 47208 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73029 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15694 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15504 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569616.000000 Penalty: 124948.460938
Iteration 338Q: 36 clusters Score -2.055696e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167777 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39460 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166549 members 
Mstep: Class 9 contains 111349 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 259013 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171817 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26162 members 
Mstep: Class 17 contains 81487 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172543 members 
Mstep: Class 23 contains 26936 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 47216 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 73031 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15699 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15505 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569504.000000 Penalty: 124948.460938
Iteration 339Q: 36 clusters Score -2.055695e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167787 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166528 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 81487 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172539 members 
Mstep: Class 23 contains 26934 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 47217 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 73031 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15706 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15506 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569600.000000 Penalty: 124948.460938
Iteration 340F: 36 clusters Score -2.055696e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167795 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 15312 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166513 members 
Mstep: Class 9 contains 111342 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 259016 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22453 members 
Mstep: Class 22 contains 172538 members 
Mstep: Class 23 contains 26932 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 47221 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 73034 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15713 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15509 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569520.000000 Penalty: 124948.460938
Iteration 341Q: 36 clusters Score -2.055695e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167780 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166517 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 259014 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26164 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172539 members 
Mstep: Class 23 contains 26929 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 47226 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 73034 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15723 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15511 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569552.000000 Penalty: 124948.460938
Iteration 342Q: 36 clusters Score -2.055696e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167761 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166520 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 259015 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26166 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 172541 members 
Mstep: Class 23 contains 26921 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 47233 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 73034 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 15729 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15514 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569456.000000 Penalty: 124948.460938
Iteration 343Q: 36 clusters Score -2.055695e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167744 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166522 members 
Mstep: Class 9 contains 111341 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 259022 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26164 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22449 members 
Mstep: Class 22 contains 172544 members 
Mstep: Class 23 contains 26915 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 47237 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 73038 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5492 members 
Mstep: Class 30 contains 15731 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15511 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569392.000000 Penalty: 124948.460938
Iteration 344Q: 36 clusters Score -2.055694e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167736 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39457 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166524 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 259023 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26162 members 
Mstep: Class 17 contains 81485 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 172545 members 
Mstep: Class 23 contains 26909 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 47240 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73040 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 15732 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15511 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569536.000000 Penalty: 124948.460938
Iteration 345Q: 36 clusters Score -2.055695e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167731 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 15309 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166522 members 
Mstep: Class 9 contains 111342 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 259025 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26158 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 21008 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 172546 members 
Mstep: Class 23 contains 26906 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 47245 members 
Mstep: Class 26 contains 8230 members 
Mstep: Class 27 contains 73040 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 15734 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15511 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569504.000000 Penalty: 124948.460938
Iteration 346Q: 36 clusters Score -2.055695e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167730 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166513 members 
Mstep: Class 9 contains 111343 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259025 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26157 members 
Mstep: Class 17 contains 81485 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 172547 members 
Mstep: Class 23 contains 26905 members 
Mstep: Class 24 contains 10233 members 
Mstep: Class 25 contains 47248 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 73043 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 15735 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15510 members 
Mstep: Class 34 contains 28417 members 
Mstep: Class 35 contains 12754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569440.000000 Penalty: 124948.460938
Iteration 347Q: 36 clusters Score -2.055694e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167731 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 166516 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 259023 members 
Mstep: Class 13 contains 32593 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26158 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 172544 members 
Mstep: Class 23 contains 26899 members 
Mstep: Class 24 contains 10231 members 
Mstep: Class 25 contains 47249 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73044 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 15736 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15515 members 
Mstep: Class 34 contains 28417 members 
Mstep: Class 35 contains 12756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569280.000000 Penalty: 124948.460938
Iteration 348Q: 36 clusters Score -2.055693e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167731 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39457 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166510 members 
Mstep: Class 9 contains 111342 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 259024 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26158 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22449 members 
Mstep: Class 22 contains 172544 members 
Mstep: Class 23 contains 26899 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 47250 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73045 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 15736 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15517 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569440.000000 Penalty: 124948.460938
Iteration 349Q: 36 clusters Score -2.055694e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167723 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166511 members 
Mstep: Class 9 contains 111343 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259016 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26157 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 172546 members 
Mstep: Class 23 contains 26899 members 
Mstep: Class 24 contains 10231 members 
Mstep: Class 25 contains 47252 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73049 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15740 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15518 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569360.000000 Penalty: 124948.460938
Iteration 350Q: 36 clusters Score -2.055694e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167716 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15309 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166509 members 
Mstep: Class 9 contains 111344 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259017 members 
Mstep: Class 13 contains 32593 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26156 members 
Mstep: Class 17 contains 81485 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 172546 members 
Mstep: Class 23 contains 26897 members 
Mstep: Class 24 contains 10231 members 
Mstep: Class 25 contains 47257 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 73050 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15743 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15515 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569424.000000 Penalty: 124948.460938
Iteration 351Q: 36 clusters Score -2.055694e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167711 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15312 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166512 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 259019 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26153 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26891 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 47260 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 73050 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15741 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15515 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569376.000000 Penalty: 124948.460938
Iteration 352Q: 36 clusters Score -2.055694e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167704 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15312 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166513 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259013 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26150 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 172552 members 
Mstep: Class 23 contains 26888 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 47266 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 73051 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15738 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15517 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569392.000000 Penalty: 124948.460938
Iteration 353Q: 36 clusters Score -2.055694e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167700 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15312 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166506 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 259012 members 
Mstep: Class 13 contains 32601 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26145 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22449 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26885 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 47276 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 73054 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15737 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15520 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569472.000000 Penalty: 124948.460938
Iteration 354Q: 36 clusters Score -2.055695e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167696 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166497 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 259000 members 
Mstep: Class 13 contains 32601 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22451 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26883 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 47291 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 73059 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15739 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15520 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569520.000000 Penalty: 124948.460938
Iteration 355Q: 36 clusters Score -2.055695e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167694 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166483 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258993 members 
Mstep: Class 13 contains 32602 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26880 members 
Mstep: Class 24 contains 10229 members 
Mstep: Class 25 contains 47302 members 
Mstep: Class 26 contains 8230 members 
Mstep: Class 27 contains 73063 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15749 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15521 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569520.000000 Penalty: 124948.460938
Iteration 356Q: 36 clusters Score -2.055695e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167684 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166478 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258979 members 
Mstep: Class 13 contains 32601 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26880 members 
Mstep: Class 24 contains 10228 members 
Mstep: Class 25 contains 47311 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73068 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15759 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569472.000000 Penalty: 124948.460938
Iteration 357Q: 36 clusters Score -2.055695e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167684 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166460 members 
Mstep: Class 9 contains 111346 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258977 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26879 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 47318 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73073 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15766 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569632.000000 Penalty: 124948.460938
Iteration 358Q: 36 clusters Score -2.055696e+08 nChanged 80
Entering ConstructFrom: 
Score: -205569632.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (46895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Entering Unmasked Estep 
Score: -5501501.000000 Penalty: 2667.405273
	Iteration 0F: 2 clusters Score -5501501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -5469859.500000 Penalty: 5334.810547
	Iteration 0F: 3 clusters Score -5469860 nChanged 21510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5482043.000000 Penalty: 5334.810547
	Iteration 1F: 3 clusters Score -5482043 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5482886.500000 Penalty: 5334.810547
	Iteration 2Q: 3 clusters Score -5482886 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5483801.500000 Penalty: 5334.810547
	Iteration 3Q: 3 clusters Score -5483802 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -5484901.500000 Penalty: 5334.810547
	Iteration 4F: 3 clusters Score -5484902 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5486401.500000 Penalty: 5334.810547
	Iteration 5F: 3 clusters Score -5486402 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -5488154.500000 Penalty: 5334.810547
	Iteration 6F: 3 clusters Score -5488154 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -5490141.500000 Penalty: 5334.810547
	Iteration 7F: 3 clusters Score -5490142 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5492079.000000 Penalty: 5334.810547
	Iteration 8F: 3 clusters Score -5492079 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -5493704.000000 Penalty: 5334.810547
	Iteration 9F: 3 clusters Score -5493704 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -5494934.500000 Penalty: 5334.810547
	Iteration 10Q: 3 clusters Score -5494934 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5495927.000000 Penalty: 5334.810547
	Iteration 11Q: 3 clusters Score -5495927 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5496704.000000 Penalty: 5334.810547
	Iteration 12Q: 3 clusters Score -5496704 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5497206.000000 Penalty: 5334.810547
	Iteration 13Q: 3 clusters Score -5497206 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -5497570.500000 Penalty: 5334.810547
	Iteration 14Q: 3 clusters Score -5497570 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -5497861.000000 Penalty: 5334.810547
	Iteration 15Q: 3 clusters Score -5497861 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5498112.000000 Penalty: 5334.810547
	Iteration 16Q: 3 clusters Score -5498112 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -5498289.500000 Penalty: 5334.810547
	Iteration 17Q: 3 clusters Score -5498290 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5498429.000000 Penalty: 5334.810547
	Iteration 18Q: 3 clusters Score -5498429 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5498522.500000 Penalty: 5334.810547
	Iteration 19Q: 3 clusters Score -5498522 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5498631.000000 Penalty: 5334.810547
	Iteration 20F: 3 clusters Score -5498631 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5498727.500000 Penalty: 5334.810547
	Iteration 21Q: 3 clusters Score -5498728 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5498807.000000 Penalty: 5334.810547
	Iteration 22Q: 3 clusters Score -5498807 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5498881.500000 Penalty: 5334.810547
	Iteration 23Q: 3 clusters Score -5498882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5498935.000000 Penalty: 5334.810547
	Iteration 24Q: 3 clusters Score -5498935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -5498972.500000 Penalty: 5334.810547
	Iteration 25Q: 3 clusters Score -5498972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -5498997.000000 Penalty: 5334.810547
	Iteration 26Q: 3 clusters Score -5498997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5499024.500000 Penalty: 5334.810547
	Iteration 27Q: 3 clusters Score -5499024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -5499040.000000 Penalty: 5334.810547
	Iteration 28Q: 3 clusters Score -5499040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5499049.000000 Penalty: 5334.810547
	Iteration 29Q: 3 clusters Score -5499049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5499070.500000 Penalty: 5334.810547
	Iteration 30Q: 3 clusters Score -5499070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5499074.500000 Penalty: 5334.810547
	Iteration 31Q: 3 clusters Score -5499074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5499095.000000 Penalty: 5334.810547
	Iteration 32Q: 3 clusters Score -5499095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -5499107.000000 Penalty: 5334.810547
	Iteration 33Q: 3 clusters Score -5499107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5499116.000000 Penalty: 5334.810547
	Iteration 34Q: 3 clusters Score -5499116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5499132.000000 Penalty: 5334.810547
	Iteration 35Q: 3 clusters Score -5499132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5499132.500000 Penalty: 5334.810547
	Iteration 36Q: 3 clusters Score -5499132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5499144.000000 Penalty: 5334.810547
	Iteration 37Q: 3 clusters Score -5499144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -5499162.500000 Penalty: 5334.810547
	Iteration 38Q: 3 clusters Score -5499162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5499162.500000 Penalty: 5334.810547
	Iteration 39Q: 3 clusters Score -5499162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5499176.000000 Penalty: 5334.810547
	Iteration 40F: 3 clusters Score -5499176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5499182.000000 Penalty: 5334.810547
	Iteration 41Q: 3 clusters Score -5499182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5499189.500000 Penalty: 5334.810547
	Iteration 42Q: 3 clusters Score -5499190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5499194.000000 Penalty: 5334.810547
	Iteration 43Q: 3 clusters Score -5499194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5499201.000000 Penalty: 5334.810547
	Iteration 44Q: 3 clusters Score -5499201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5499204.500000 Penalty: 5334.810547
	Iteration 45Q: 3 clusters Score -5499204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -5499202.000000 Penalty: 5334.810547
	Iteration 46Q: 3 clusters Score -5499202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5499202.000000 Penalty: 5334.810547
	Iteration 47Q: 3 clusters Score -5499202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -5499200.000000 Penalty: 5334.810547
	Iteration 48Q: 3 clusters Score -5499200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5499199.000000 Penalty: 5334.810547
	Iteration 49Q: 3 clusters Score -5499199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5499199.000000 Penalty: 5334.810547
	Iteration 50Q: 3 clusters Score -5499199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5499198.500000 Penalty: 5334.810547
	Iteration 51Q: 3 clusters Score -5499198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5499198.500000 Penalty: 5334.810547
	Iteration 52F: 3 clusters Score -5499198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Entering Unmasked Estep 
Score: -770753.250000 Penalty: 2179.154785
	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 3264 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -765302.875000 Penalty: 4358.309570
	Iteration 0F: 3 clusters Score -765302.9 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -766671.500000 Penalty: 4358.309570
	Iteration 1F: 3 clusters Score -766671.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -766918.375000 Penalty: 4358.309570
	Iteration 2F: 3 clusters Score -766918.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -767128.625000 Penalty: 4358.309570
	Iteration 3F: 3 clusters Score -767128.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -767361.687500 Penalty: 4358.309570
	Iteration 4F: 3 clusters Score -767361.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -767597.687500 Penalty: 4358.309570
	Iteration 5F: 3 clusters Score -767597.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -767820.875000 Penalty: 4358.309570
	Iteration 6F: 3 clusters Score -767820.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -767988.750000 Penalty: 4358.309570
	Iteration 7Q: 3 clusters Score -767988.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -768130.562500 Penalty: 4358.309570
	Iteration 8Q: 3 clusters Score -768130.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -768260.875000 Penalty: 4358.309570
	Iteration 9Q: 3 clusters Score -768260.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -768388.562500 Penalty: 4358.309570
	Iteration 10Q: 3 clusters Score -768388.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -768484.812500 Penalty: 4358.309570
	Iteration 11Q: 3 clusters Score -768484.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -768579.000000 Penalty: 4358.309570
	Iteration 12Q: 3 clusters Score -768579 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -768656.125000 Penalty: 4358.309570
	Iteration 13Q: 3 clusters Score -768656.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -768723.625000 Penalty: 4358.309570
	Iteration 14Q: 3 clusters Score -768723.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -768785.562500 Penalty: 4358.309570
	Iteration 15Q: 3 clusters Score -768785.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -768841.187500 Penalty: 4358.309570
	Iteration 16Q: 3 clusters Score -768841.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -768890.187500 Penalty: 4358.309570
	Iteration 17Q: 3 clusters Score -768890.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -768936.875000 Penalty: 4358.309570
	Iteration 18Q: 3 clusters Score -768936.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -768978.562500 Penalty: 4358.309570
	Iteration 19Q: 3 clusters Score -768978.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -769010.187500 Penalty: 4358.309570
	Iteration 20F: 3 clusters Score -769010.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -769041.875000 Penalty: 4358.309570
	Iteration 21Q: 3 clusters Score -769041.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -769074.875000 Penalty: 4358.309570
	Iteration 22Q: 3 clusters Score -769074.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -769106.250000 Penalty: 4358.309570
	Iteration 23Q: 3 clusters Score -769106.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -769138.750000 Penalty: 4358.309570
	Iteration 24Q: 3 clusters Score -769138.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -769168.812500 Penalty: 4358.309570
	Iteration 25Q: 3 clusters Score -769168.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -769194.062500 Penalty: 4358.309570
	Iteration 26Q: 3 clusters Score -769194.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -769224.625000 Penalty: 4358.309570
	Iteration 27Q: 3 clusters Score -769224.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -769247.687500 Penalty: 4358.309570
	Iteration 28Q: 3 clusters Score -769247.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -769274.687500 Penalty: 4358.309570
	Iteration 29Q: 3 clusters Score -769274.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -769301.937500 Penalty: 4358.309570
	Iteration 30Q: 3 clusters Score -769301.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -769318.000000 Penalty: 4358.309570
	Iteration 31Q: 3 clusters Score -769318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -769333.187500 Penalty: 4358.309570
	Iteration 32Q: 3 clusters Score -769333.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -769341.812500 Penalty: 4358.309570
	Iteration 33Q: 3 clusters Score -769341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -769346.312500 Penalty: 4358.309570
	Iteration 34Q: 3 clusters Score -769346.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -769349.437500 Penalty: 4358.309570
	Iteration 35Q: 3 clusters Score -769349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -769352.437500 Penalty: 4358.309570
	Iteration 36Q: 3 clusters Score -769352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -769353.062500 Penalty: 4358.309570
	Iteration 37Q: 3 clusters Score -769353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -769354.000000 Penalty: 4358.309570
	Iteration 38Q: 3 clusters Score -769354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -769354.687500 Penalty: 4358.309570
	Iteration 39Q: 3 clusters Score -769354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -769358.500000 Penalty: 4358.309570
	Iteration 40F: 3 clusters Score -769358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -769358.750000 Penalty: 4358.309570
	Iteration 41Q: 3 clusters Score -769358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -769358.750000 Penalty: 4358.309570
	Iteration 42F: 3 clusters Score -769358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Entering Unmasked Estep 
Score: -20140744.000000 Penalty: 2983.397949
	Iteration 0F: 2 clusters Score -2.014074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -20031392.000000 Penalty: 5966.795898
	Iteration 0F: 3 clusters Score -2.003139e+07 nChanged 80444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -20077978.000000 Penalty: 5966.795898
	Iteration 1F: 3 clusters Score -2.007798e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
Score: -20079220.000000 Penalty: 5966.795898
	Iteration 2Q: 3 clusters Score -2.007922e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -20080558.000000 Penalty: 5966.795898
	Iteration 3Q: 3 clusters Score -2.008056e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -20082480.000000 Penalty: 5966.795898
	Iteration 4Q: 3 clusters Score -2.008248e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -20084922.000000 Penalty: 5966.795898
	Iteration 5Q: 3 clusters Score -2.008492e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -20088622.000000 Penalty: 5966.795898
	Iteration 6Q: 3 clusters Score -2.008862e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -20094126.000000 Penalty: 5966.795898
	Iteration 7F: 3 clusters Score -2.009413e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121617 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -20101488.000000 Penalty: 5966.795898
	Iteration 8F: 3 clusters Score -2.010149e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -20110156.000000 Penalty: 5966.795898
	Iteration 9F: 3 clusters Score -2.011016e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -20119522.000000 Penalty: 5966.795898
	Iteration 10F: 3 clusters Score -2.011952e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -20127502.000000 Penalty: 5966.795898
	Iteration 11F: 3 clusters Score -2.01275e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -20132908.000000 Penalty: 5966.795898
	Iteration 12Q: 3 clusters Score -2.013291e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -20135820.000000 Penalty: 5966.795898
	Iteration 13Q: 3 clusters Score -2.013582e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165409 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20137068.000000 Penalty: 5966.795898
	Iteration 14Q: 3 clusters Score -2.013707e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20137652.000000 Penalty: 5966.795898
	Iteration 15Q: 3 clusters Score -2.013765e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20137900.000000 Penalty: 5966.795898
	Iteration 16Q: 3 clusters Score -2.01379e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166954 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20138020.000000 Penalty: 5966.795898
	Iteration 17Q: 3 clusters Score -2.013802e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -20138098.000000 Penalty: 5966.795898
	Iteration 18Q: 3 clusters Score -2.01381e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20138154.000000 Penalty: 5966.795898
	Iteration 19Q: 3 clusters Score -2.013815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20138180.000000 Penalty: 5966.795898
	Iteration 20F: 3 clusters Score -2.013818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20138202.000000 Penalty: 5966.795898
	Iteration 21Q: 3 clusters Score -2.01382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20138214.000000 Penalty: 5966.795898
	Iteration 22Q: 3 clusters Score -2.013821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20138222.000000 Penalty: 5966.795898
	Iteration 23Q: 3 clusters Score -2.013822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167148 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20138224.000000 Penalty: 5966.795898
	Iteration 24Q: 3 clusters Score -2.013822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20138256.000000 Penalty: 5966.795898
	Iteration 25Q: 3 clusters Score -2.013826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20138252.000000 Penalty: 5966.795898
	Iteration 26Q: 3 clusters Score -2.013825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20138250.000000 Penalty: 5966.795898
	Iteration 27Q: 3 clusters Score -2.013825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20138252.000000 Penalty: 5966.795898
	Iteration 28Q: 3 clusters Score -2.013825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20138252.000000 Penalty: 5966.795898
	Iteration 29F: 3 clusters Score -2.013825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Entering Unmasked Estep 
Score: -5421079.000000 Penalty: 2656.358643
	Iteration 0F: 2 clusters Score -5421079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5390689.000000 Penalty: 5312.717285
	Iteration 0F: 3 clusters Score -5390689 nChanged 20700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5402047.500000 Penalty: 5312.717285
	Iteration 1F: 3 clusters Score -5402048 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -5402658.500000 Penalty: 5312.717285
	Iteration 2Q: 3 clusters Score -5402658 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5403298.500000 Penalty: 5312.717285
	Iteration 3Q: 3 clusters Score -5403298 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5404145.000000 Penalty: 5312.717285
	Iteration 4Q: 3 clusters Score -5404145 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5405151.000000 Penalty: 5312.717285
	Iteration 5Q: 3 clusters Score -5405151 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -5406393.000000 Penalty: 5312.717285
	Iteration 6F: 3 clusters Score -5406393 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -5407923.500000 Penalty: 5312.717285
	Iteration 7F: 3 clusters Score -5407924 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -5409793.000000 Penalty: 5312.717285
	Iteration 8F: 3 clusters Score -5409793 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -5411693.500000 Penalty: 5312.717285
	Iteration 9F: 3 clusters Score -5411694 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5413116.500000 Penalty: 5312.717285
	Iteration 10F: 3 clusters Score -5413116 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -5413801.500000 Penalty: 5312.717285
	Iteration 11Q: 3 clusters Score -5413802 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -5414074.000000 Penalty: 5312.717285
	Iteration 12Q: 3 clusters Score -5414074 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -5414277.000000 Penalty: 5312.717285
	Iteration 13Q: 3 clusters Score -5414277 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5414377.500000 Penalty: 5312.717285
	Iteration 14Q: 3 clusters Score -5414378 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5414525.000000 Penalty: 5312.717285
	Iteration 15Q: 3 clusters Score -5414525 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -5414642.000000 Penalty: 5312.717285
	Iteration 16Q: 3 clusters Score -5414642 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -5414785.500000 Penalty: 5312.717285
	Iteration 17Q: 3 clusters Score -5414786 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -5414902.000000 Penalty: 5312.717285
	Iteration 18Q: 3 clusters Score -5414902 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -5415005.500000 Penalty: 5312.717285
	Iteration 19Q: 3 clusters Score -5415006 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -5415152.500000 Penalty: 5312.717285
	Iteration 20F: 3 clusters Score -5415152 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -5415306.000000 Penalty: 5312.717285
	Iteration 21Q: 3 clusters Score -5415306 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -5415460.000000 Penalty: 5312.717285
	Iteration 22Q: 3 clusters Score -5415460 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5415567.000000 Penalty: 5312.717285
	Iteration 23Q: 3 clusters Score -5415567 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5415684.500000 Penalty: 5312.717285
	Iteration 24Q: 3 clusters Score -5415684 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5415842.000000 Penalty: 5312.717285
	Iteration 25Q: 3 clusters Score -5415842 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -5415977.000000 Penalty: 5312.717285
	Iteration 26Q: 3 clusters Score -5415977 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -5416118.500000 Penalty: 5312.717285
	Iteration 27Q: 3 clusters Score -5416118 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -5416244.000000 Penalty: 5312.717285
	Iteration 28Q: 3 clusters Score -5416244 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -5416377.500000 Penalty: 5312.717285
	Iteration 29Q: 3 clusters Score -5416378 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5416541.000000 Penalty: 5312.717285
	Iteration 30Q: 3 clusters Score -5416541 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5416692.000000 Penalty: 5312.717285
	Iteration 31Q: 3 clusters Score -5416692 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -5416851.000000 Penalty: 5312.717285
	Iteration 32Q: 3 clusters Score -5416851 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5416991.000000 Penalty: 5312.717285
	Iteration 33Q: 3 clusters Score -5416991 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5417119.000000 Penalty: 5312.717285
	Iteration 34Q: 3 clusters Score -5417119 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -5417270.500000 Penalty: 5312.717285
	Iteration 35Q: 3 clusters Score -5417270 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -5417393.500000 Penalty: 5312.717285
	Iteration 36Q: 3 clusters Score -5417394 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5417543.000000 Penalty: 5312.717285
	Iteration 37Q: 3 clusters Score -5417543 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5417696.500000 Penalty: 5312.717285
	Iteration 38Q: 3 clusters Score -5417696 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5417842.000000 Penalty: 5312.717285
	Iteration 39Q: 3 clusters Score -5417842 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5417942.000000 Penalty: 5312.717285
	Iteration 40F: 3 clusters Score -5417942 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5418016.000000 Penalty: 5312.717285
	Iteration 41Q: 3 clusters Score -5418016 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5418120.000000 Penalty: 5312.717285
	Iteration 42Q: 3 clusters Score -5418120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5418219.000000 Penalty: 5312.717285
	Iteration 43Q: 3 clusters Score -5418219 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5418278.000000 Penalty: 5312.717285
	Iteration 44Q: 3 clusters Score -5418278 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -5418371.500000 Penalty: 5312.717285
	Iteration 45Q: 3 clusters Score -5418372 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5418435.500000 Penalty: 5312.717285
	Iteration 46Q: 3 clusters Score -5418436 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5418505.000000 Penalty: 5312.717285
	Iteration 47Q: 3 clusters Score -5418505 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -5418564.500000 Penalty: 5312.717285
	Iteration 48Q: 3 clusters Score -5418564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -5418608.500000 Penalty: 5312.717285
	Iteration 49Q: 3 clusters Score -5418608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5418646.000000 Penalty: 5312.717285
	Iteration 50Q: 3 clusters Score -5418646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5418671.000000 Penalty: 5312.717285
	Iteration 51Q: 3 clusters Score -5418671 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -5418699.500000 Penalty: 5312.717285
	Iteration 52Q: 3 clusters Score -5418700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -5418713.500000 Penalty: 5312.717285
	Iteration 53Q: 3 clusters Score -5418714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -5418725.500000 Penalty: 5312.717285
	Iteration 54Q: 3 clusters Score -5418726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -5418734.000000 Penalty: 5312.717285
	Iteration 55Q: 3 clusters Score -5418734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -5418746.500000 Penalty: 5312.717285
	Iteration 56Q: 3 clusters Score -5418746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -5418746.000000 Penalty: 5312.717285
	Iteration 57Q: 3 clusters Score -5418746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5418762.500000 Penalty: 5312.717285
	Iteration 58Q: 3 clusters Score -5418762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -5418774.000000 Penalty: 5312.717285
	Iteration 59Q: 3 clusters Score -5418774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5418785.500000 Penalty: 5312.717285
	Iteration 60F: 3 clusters Score -5418786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -5418793.000000 Penalty: 5312.717285
	Iteration 61Q: 3 clusters Score -5418793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5418801.500000 Penalty: 5312.717285
	Iteration 62Q: 3 clusters Score -5418802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -5418796.500000 Penalty: 5312.717285
	Iteration 63Q: 3 clusters Score -5418796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5418796.000000 Penalty: 5312.717285
	Iteration 64Q: 3 clusters Score -5418796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -5418805.000000 Penalty: 5312.717285
	Iteration 65Q: 3 clusters Score -5418805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -5418808.000000 Penalty: 5312.717285
	Iteration 66Q: 3 clusters Score -5418808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5418800.500000 Penalty: 5312.717285
	Iteration 67Q: 3 clusters Score -5418800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5418799.500000 Penalty: 5312.717285
	Iteration 68Q: 3 clusters Score -5418800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -5418804.500000 Penalty: 5312.717285
	Iteration 69Q: 3 clusters Score -5418804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -5418800.000000 Penalty: 5312.717285
	Iteration 70Q: 3 clusters Score -5418800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -5418804.000000 Penalty: 5312.717285
	Iteration 71Q: 3 clusters Score -5418804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -5418804.500000 Penalty: 5312.717285
	Iteration 72Q: 3 clusters Score -5418804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5418814.500000 Penalty: 5312.717285
	Iteration 73Q: 3 clusters Score -5418814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5418817.000000 Penalty: 5312.717285
	Iteration 74Q: 3 clusters Score -5418817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5418821.500000 Penalty: 5312.717285
	Iteration 75Q: 3 clusters Score -5418822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5418815.500000 Penalty: 5312.717285
	Iteration 76Q: 3 clusters Score -5418816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5418819.000000 Penalty: 5312.717285
	Iteration 77Q: 3 clusters Score -5418819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -5418824.500000 Penalty: 5312.717285
	Iteration 78Q: 3 clusters Score -5418824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5418834.000000 Penalty: 5312.717285
	Iteration 79Q: 3 clusters Score -5418834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -5418831.500000 Penalty: 5312.717285
	Iteration 80F: 3 clusters Score -5418832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5418841.000000 Penalty: 5312.717285
	Iteration 81Q: 3 clusters Score -5418841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5418838.000000 Penalty: 5312.717285
	Iteration 82Q: 3 clusters Score -5418838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5418837.000000 Penalty: 5312.717285
	Iteration 83Q: 3 clusters Score -5418837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -5418836.000000 Penalty: 5312.717285
	Iteration 84Q: 3 clusters Score -5418836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5418855.000000 Penalty: 5312.717285
	Iteration 85Q: 3 clusters Score -5418855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -5418864.500000 Penalty: 5312.717285
	Iteration 86Q: 3 clusters Score -5418864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -5418874.500000 Penalty: 5312.717285
	Iteration 87Q: 3 clusters Score -5418874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -5418875.500000 Penalty: 5312.717285
	Iteration 88Q: 3 clusters Score -5418876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -5418876.000000 Penalty: 5312.717285
	Iteration 89Q: 3 clusters Score -5418876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5418882.000000 Penalty: 5312.717285
	Iteration 90Q: 3 clusters Score -5418882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5418883.500000 Penalty: 5312.717285
	Iteration 91Q: 3 clusters Score -5418884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -5418886.500000 Penalty: 5312.717285
	Iteration 92Q: 3 clusters Score -5418886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5418881.000000 Penalty: 5312.717285
	Iteration 93Q: 3 clusters Score -5418881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5418880.000000 Penalty: 5312.717285
	Iteration 94Q: 3 clusters Score -5418880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5418879.500000 Penalty: 5312.717285
	Iteration 95Q: 3 clusters Score -5418880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -5418886.000000 Penalty: 5312.717285
	Iteration 96Q: 3 clusters Score -5418886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5418885.500000 Penalty: 5312.717285
	Iteration 97Q: 3 clusters Score -5418886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5418885.000000 Penalty: 5312.717285
	Iteration 98Q: 3 clusters Score -5418885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5418887.500000 Penalty: 5312.717285
	Iteration 99Q: 3 clusters Score -5418888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5418893.500000 Penalty: 5312.717285
	Iteration 100F: 3 clusters Score -5418894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5418898.500000 Penalty: 5312.717285
	Iteration 101Q: 3 clusters Score -5418898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5418896.000000 Penalty: 5312.717285
	Iteration 102Q: 3 clusters Score -5418896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5418903.500000 Penalty: 5312.717285
	Iteration 103Q: 3 clusters Score -5418904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5418917.500000 Penalty: 5312.717285
	Iteration 104Q: 3 clusters Score -5418918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5418912.500000 Penalty: 5312.717285
	Iteration 105Q: 3 clusters Score -5418912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5418923.500000 Penalty: 5312.717285
	Iteration 106Q: 3 clusters Score -5418924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -5418917.500000 Penalty: 5312.717285
	Iteration 107Q: 3 clusters Score -5418918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -5418926.500000 Penalty: 5312.717285
	Iteration 108Q: 3 clusters Score -5418926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -5418930.500000 Penalty: 5312.717285
	Iteration 109Q: 3 clusters Score -5418930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5418937.500000 Penalty: 5312.717285
	Iteration 110Q: 3 clusters Score -5418938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -5418942.000000 Penalty: 5312.717285
	Iteration 111Q: 3 clusters Score -5418942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -5418945.500000 Penalty: 5312.717285
	Iteration 112Q: 3 clusters Score -5418946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5418944.500000 Penalty: 5312.717285
	Iteration 113Q: 3 clusters Score -5418944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5418945.500000 Penalty: 5312.717285
	Iteration 114Q: 3 clusters Score -5418946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5418948.500000 Penalty: 5312.717285
	Iteration 115Q: 3 clusters Score -5418948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -5418947.500000 Penalty: 5312.717285
	Iteration 116Q: 3 clusters Score -5418948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5418954.500000 Penalty: 5312.717285
	Iteration 117Q: 3 clusters Score -5418954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5418954.500000 Penalty: 5312.717285
	Iteration 118F: 3 clusters Score -5418954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Entering Unmasked Estep 
Score: -4677637.500000 Penalty: 2624.588379
	Iteration 0F: 2 clusters Score -4677638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -4651045.500000 Penalty: 5249.176758
	Iteration 0F: 3 clusters Score -4651046 nChanged 17888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4660786.500000 Penalty: 5249.176758
	Iteration 1F: 3 clusters Score -4660786 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4661331.000000 Penalty: 5249.176758
	Iteration 2Q: 3 clusters Score -4661331 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4661811.000000 Penalty: 5249.176758
	Iteration 3Q: 3 clusters Score -4661811 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4662264.500000 Penalty: 5249.176758
	Iteration 4Q: 3 clusters Score -4662264 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4662756.000000 Penalty: 5249.176758
	Iteration 5Q: 3 clusters Score -4662756 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4663239.500000 Penalty: 5249.176758
	Iteration 6Q: 3 clusters Score -4663240 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4663805.500000 Penalty: 5249.176758
	Iteration 7Q: 3 clusters Score -4663806 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4664386.000000 Penalty: 5249.176758
	Iteration 8Q: 3 clusters Score -4664386 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4665094.500000 Penalty: 5249.176758
	Iteration 9Q: 3 clusters Score -4665094 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4666111.000000 Penalty: 5249.176758
	Iteration 10Q: 3 clusters Score -4666111 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4667414.000000 Penalty: 5249.176758
	Iteration 11F: 3 clusters Score -4667414 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -4669040.500000 Penalty: 5249.176758
	Iteration 12F: 3 clusters Score -4669040 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4670671.000000 Penalty: 5249.176758
	Iteration 13F: 3 clusters Score -4670671 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4672049.000000 Penalty: 5249.176758
	Iteration 14Q: 3 clusters Score -4672049 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4673082.000000 Penalty: 5249.176758
	Iteration 15Q: 3 clusters Score -4673082 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4673819.500000 Penalty: 5249.176758
	Iteration 16Q: 3 clusters Score -4673820 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4674332.000000 Penalty: 5249.176758
	Iteration 17Q: 3 clusters Score -4674332 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4674666.000000 Penalty: 5249.176758
	Iteration 18Q: 3 clusters Score -4674666 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4674874.500000 Penalty: 5249.176758
	Iteration 19Q: 3 clusters Score -4674874 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4675025.500000 Penalty: 5249.176758
	Iteration 20F: 3 clusters Score -4675026 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4675130.000000 Penalty: 5249.176758
	Iteration 21Q: 3 clusters Score -4675130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4675216.000000 Penalty: 5249.176758
	Iteration 22Q: 3 clusters Score -4675216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4675243.500000 Penalty: 5249.176758
	Iteration 23Q: 3 clusters Score -4675244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4675277.500000 Penalty: 5249.176758
	Iteration 24Q: 3 clusters Score -4675278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4675305.000000 Penalty: 5249.176758
	Iteration 25Q: 3 clusters Score -4675305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4675328.000000 Penalty: 5249.176758
	Iteration 26Q: 3 clusters Score -4675328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4675360.000000 Penalty: 5249.176758
	Iteration 27Q: 3 clusters Score -4675360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4675372.500000 Penalty: 5249.176758
	Iteration 28Q: 3 clusters Score -4675372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4675372.500000 Penalty: 5249.176758
	Iteration 29Q: 3 clusters Score -4675372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4675389.000000 Penalty: 5249.176758
	Iteration 30Q: 3 clusters Score -4675389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4675405.000000 Penalty: 5249.176758
	Iteration 31Q: 3 clusters Score -4675405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4675408.500000 Penalty: 5249.176758
	Iteration 32Q: 3 clusters Score -4675408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4675411.000000 Penalty: 5249.176758
	Iteration 33Q: 3 clusters Score -4675411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4675413.500000 Penalty: 5249.176758
	Iteration 34Q: 3 clusters Score -4675414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4675410.000000 Penalty: 5249.176758
	Iteration 35Q: 3 clusters Score -4675410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4675420.000000 Penalty: 5249.176758
	Iteration 36Q: 3 clusters Score -4675420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4675429.500000 Penalty: 5249.176758
	Iteration 37Q: 3 clusters Score -4675430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4675433.500000 Penalty: 5249.176758
	Iteration 38Q: 3 clusters Score -4675434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4675434.500000 Penalty: 5249.176758
	Iteration 39Q: 3 clusters Score -4675434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4675432.000000 Penalty: 5249.176758
	Iteration 40F: 3 clusters Score -4675432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4675433.000000 Penalty: 5249.176758
	Iteration 41Q: 3 clusters Score -4675433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4675435.000000 Penalty: 5249.176758
	Iteration 42Q: 3 clusters Score -4675435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4675432.000000 Penalty: 5249.176758
	Iteration 43Q: 3 clusters Score -4675432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4675429.500000 Penalty: 5249.176758
	Iteration 44Q: 3 clusters Score -4675430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4675429.500000 Penalty: 5249.176758
	Iteration 45F: 3 clusters Score -4675430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Entering Unmasked Estep 
Score: -1701802.250000 Penalty: 2389.809082
	Iteration 0F: 2 clusters Score -1701802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1690812.875000 Penalty: 4779.618164
	Iteration 0F: 3 clusters Score -1690813 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1694439.750000 Penalty: 4779.618164
	Iteration 1F: 3 clusters Score -1694440 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1694889.625000 Penalty: 4779.618164
	Iteration 2F: 3 clusters Score -1694890 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1695249.500000 Penalty: 4779.618164
	Iteration 3F: 3 clusters Score -1695250 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1695586.000000 Penalty: 4779.618164
	Iteration 4Q: 3 clusters Score -1695586 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1695915.000000 Penalty: 4779.618164
	Iteration 5Q: 3 clusters Score -1695915 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1696246.625000 Penalty: 4779.618164
	Iteration 6Q: 3 clusters Score -1696247 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1696587.875000 Penalty: 4779.618164
	Iteration 7Q: 3 clusters Score -1696588 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1696936.750000 Penalty: 4779.618164
	Iteration 8Q: 3 clusters Score -1696937 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1697231.750000 Penalty: 4779.618164
	Iteration 9Q: 3 clusters Score -1697232 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1697515.375000 Penalty: 4779.618164
	Iteration 10Q: 3 clusters Score -1697515 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1697747.500000 Penalty: 4779.618164
	Iteration 11Q: 3 clusters Score -1697748 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1697978.750000 Penalty: 4779.618164
	Iteration 12Q: 3 clusters Score -1697979 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1698182.750000 Penalty: 4779.618164
	Iteration 13Q: 3 clusters Score -1698183 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1698343.750000 Penalty: 4779.618164
	Iteration 14Q: 3 clusters Score -1698344 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1698507.000000 Penalty: 4779.618164
	Iteration 15Q: 3 clusters Score -1698507 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1698677.750000 Penalty: 4779.618164
	Iteration 16Q: 3 clusters Score -1698678 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1698816.125000 Penalty: 4779.618164
	Iteration 17Q: 3 clusters Score -1698816 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1698941.500000 Penalty: 4779.618164
	Iteration 18Q: 3 clusters Score -1698942 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1699058.250000 Penalty: 4779.618164
	Iteration 19Q: 3 clusters Score -1699058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1699161.875000 Penalty: 4779.618164
	Iteration 20F: 3 clusters Score -1699162 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1699264.750000 Penalty: 4779.618164
	Iteration 21Q: 3 clusters Score -1699265 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1699361.000000 Penalty: 4779.618164
	Iteration 22Q: 3 clusters Score -1699361 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1699445.125000 Penalty: 4779.618164
	Iteration 23Q: 3 clusters Score -1699445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1699509.125000 Penalty: 4779.618164
	Iteration 24Q: 3 clusters Score -1699509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1699556.875000 Penalty: 4779.618164
	Iteration 25Q: 3 clusters Score -1699557 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1699602.125000 Penalty: 4779.618164
	Iteration 26Q: 3 clusters Score -1699602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1699635.500000 Penalty: 4779.618164
	Iteration 27Q: 3 clusters Score -1699636 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1699666.375000 Penalty: 4779.618164
	Iteration 28Q: 3 clusters Score -1699666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1699696.250000 Penalty: 4779.618164
	Iteration 29Q: 3 clusters Score -1699696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1699727.250000 Penalty: 4779.618164
	Iteration 30Q: 3 clusters Score -1699727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1699760.500000 Penalty: 4779.618164
	Iteration 31Q: 3 clusters Score -1699760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1699794.875000 Penalty: 4779.618164
	Iteration 32Q: 3 clusters Score -1699795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1699818.000000 Penalty: 4779.618164
	Iteration 33Q: 3 clusters Score -1699818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1699836.375000 Penalty: 4779.618164
	Iteration 34Q: 3 clusters Score -1699836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1699868.625000 Penalty: 4779.618164
	Iteration 35Q: 3 clusters Score -1699869 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1699892.375000 Penalty: 4779.618164
	Iteration 36Q: 3 clusters Score -1699892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1699928.250000 Penalty: 4779.618164
	Iteration 37Q: 3 clusters Score -1699928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1699952.000000 Penalty: 4779.618164
	Iteration 38Q: 3 clusters Score -1699952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1699978.875000 Penalty: 4779.618164
	Iteration 39Q: 3 clusters Score -1699979 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1700000.750000 Penalty: 4779.618164
	Iteration 40F: 3 clusters Score -1700001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1700025.375000 Penalty: 4779.618164
	Iteration 41Q: 3 clusters Score -1700025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1700058.125000 Penalty: 4779.618164
	Iteration 42Q: 3 clusters Score -1700058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1700084.625000 Penalty: 4779.618164
	Iteration 43Q: 3 clusters Score -1700085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1700119.625000 Penalty: 4779.618164
	Iteration 44Q: 3 clusters Score -1700120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1700158.750000 Penalty: 4779.618164
	Iteration 45Q: 3 clusters Score -1700159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1700206.250000 Penalty: 4779.618164
	Iteration 46Q: 3 clusters Score -1700206 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1700260.000000 Penalty: 4779.618164
	Iteration 47Q: 3 clusters Score -1700260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1700309.625000 Penalty: 4779.618164
	Iteration 48Q: 3 clusters Score -1700310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1700351.000000 Penalty: 4779.618164
	Iteration 49Q: 3 clusters Score -1700351 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1700383.875000 Penalty: 4779.618164
	Iteration 50Q: 3 clusters Score -1700384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1700417.000000 Penalty: 4779.618164
	Iteration 51Q: 3 clusters Score -1700417 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1700458.000000 Penalty: 4779.618164
	Iteration 52Q: 3 clusters Score -1700458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1700485.875000 Penalty: 4779.618164
	Iteration 53Q: 3 clusters Score -1700486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1700512.625000 Penalty: 4779.618164
	Iteration 54Q: 3 clusters Score -1700513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1700543.000000 Penalty: 4779.618164
	Iteration 55Q: 3 clusters Score -1700543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1700563.250000 Penalty: 4779.618164
	Iteration 56Q: 3 clusters Score -1700563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1700588.625000 Penalty: 4779.618164
	Iteration 57Q: 3 clusters Score -1700589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1700612.250000 Penalty: 4779.618164
	Iteration 58Q: 3 clusters Score -1700612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1700628.625000 Penalty: 4779.618164
	Iteration 59Q: 3 clusters Score -1700629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1700658.000000 Penalty: 4779.618164
	Iteration 60F: 3 clusters Score -1700658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1700693.875000 Penalty: 4779.618164
	Iteration 61Q: 3 clusters Score -1700694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1700731.125000 Penalty: 4779.618164
	Iteration 62Q: 3 clusters Score -1700731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1700787.750000 Penalty: 4779.618164
	Iteration 63Q: 3 clusters Score -1700788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1700849.875000 Penalty: 4779.618164
	Iteration 64Q: 3 clusters Score -1700850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1700910.125000 Penalty: 4779.618164
	Iteration 65Q: 3 clusters Score -1700910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1700973.250000 Penalty: 4779.618164
	Iteration 66Q: 3 clusters Score -1700973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1701002.500000 Penalty: 4779.618164
	Iteration 67Q: 3 clusters Score -1701002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1701014.375000 Penalty: 4779.618164
	Iteration 68Q: 3 clusters Score -1701014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1701021.500000 Penalty: 4779.618164
	Iteration 69Q: 3 clusters Score -1701022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1701027.125000 Penalty: 4779.618164
	Iteration 70Q: 3 clusters Score -1701027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1701027.125000 Penalty: 4779.618164
	Iteration 71Q: 3 clusters Score -1701027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1701028.625000 Penalty: 4779.618164
	Iteration 72Q: 3 clusters Score -1701029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1701030.500000 Penalty: 4779.618164
	Iteration 73Q: 3 clusters Score -1701030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1701029.375000 Penalty: 4779.618164
	Iteration 74Q: 3 clusters Score -1701029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1701029.375000 Penalty: 4779.618164
	Iteration 75F: 3 clusters Score -1701029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -830406.625000 Penalty: 2194.714844
	Iteration 0F: 2 clusters Score -830406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -824653.250000 Penalty: 4389.429688
	Iteration 0F: 3 clusters Score -824653.2 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -826068.125000 Penalty: 4389.429688
	Iteration 1F: 3 clusters Score -826068.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -826316.750000 Penalty: 4389.429688
	Iteration 2F: 3 clusters Score -826316.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -826491.937500 Penalty: 4389.429688
	Iteration 3Q: 3 clusters Score -826491.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -826650.062500 Penalty: 4389.429688
	Iteration 4Q: 3 clusters Score -826650.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -826771.312500 Penalty: 4389.429688
	Iteration 5Q: 3 clusters Score -826771.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -826922.000000 Penalty: 4389.429688
	Iteration 6Q: 3 clusters Score -826922 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -827083.562500 Penalty: 4389.429688
	Iteration 7Q: 3 clusters Score -827083.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -827284.375000 Penalty: 4389.429688
	Iteration 8Q: 3 clusters Score -827284.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -827547.250000 Penalty: 4389.429688
	Iteration 9Q: 3 clusters Score -827547.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -827846.812500 Penalty: 4389.429688
	Iteration 10F: 3 clusters Score -827846.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -828114.812500 Penalty: 4389.429688
	Iteration 11Q: 3 clusters Score -828114.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -828308.500000 Penalty: 4389.429688
	Iteration 12Q: 3 clusters Score -828308.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -828452.500000 Penalty: 4389.429688
	Iteration 13Q: 3 clusters Score -828452.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -828539.312500 Penalty: 4389.429688
	Iteration 14Q: 3 clusters Score -828539.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -828606.500000 Penalty: 4389.429688
	Iteration 15Q: 3 clusters Score -828606.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -828649.562500 Penalty: 4389.429688
	Iteration 16Q: 3 clusters Score -828649.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -828696.125000 Penalty: 4389.429688
	Iteration 17Q: 3 clusters Score -828696.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -828728.000000 Penalty: 4389.429688
	Iteration 18Q: 3 clusters Score -828728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -828749.125000 Penalty: 4389.429688
	Iteration 19Q: 3 clusters Score -828749.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -828763.750000 Penalty: 4389.429688
	Iteration 20F: 3 clusters Score -828763.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -828780.312500 Penalty: 4389.429688
	Iteration 21Q: 3 clusters Score -828780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -828789.625000 Penalty: 4389.429688
	Iteration 22Q: 3 clusters Score -828789.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -828794.500000 Penalty: 4389.429688
	Iteration 23Q: 3 clusters Score -828794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -828797.562500 Penalty: 4389.429688
	Iteration 24Q: 3 clusters Score -828797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -828802.375000 Penalty: 4389.429688
	Iteration 25Q: 3 clusters Score -828802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -828804.437500 Penalty: 4389.429688
	Iteration 26Q: 3 clusters Score -828804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -828804.687500 Penalty: 4389.429688
	Iteration 27Q: 3 clusters Score -828804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -828807.812500 Penalty: 4389.429688
	Iteration 28Q: 3 clusters Score -828807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -828807.875000 Penalty: 4389.429688
	Iteration 29Q: 3 clusters Score -828807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -828810.750000 Penalty: 4389.429688
	Iteration 30Q: 3 clusters Score -828810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -828812.812500 Penalty: 4389.429688
	Iteration 31Q: 3 clusters Score -828812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -828814.875000 Penalty: 4389.429688
	Iteration 32Q: 3 clusters Score -828814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -828815.125000 Penalty: 4389.429688
	Iteration 33Q: 3 clusters Score -828815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -828814.187500 Penalty: 4389.429688
	Iteration 34Q: 3 clusters Score -828814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -828815.125000 Penalty: 4389.429688
	Iteration 35Q: 3 clusters Score -828815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -828815.125000 Penalty: 4389.429688
	Iteration 36F: 3 clusters Score -828815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Entering Unmasked Estep 
Score: -19734564.000000 Penalty: 2981.566162
	Iteration 0F: 2 clusters Score -1.973456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -19625016.000000 Penalty: 5963.132324
	Iteration 0F: 3 clusters Score -1.962502e+07 nChanged 79859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -19671776.000000 Penalty: 5963.132324
	Iteration 1F: 3 clusters Score -1.967178e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -19673048.000000 Penalty: 5963.132324
	Iteration 2Q: 3 clusters Score -1.967305e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -19674548.000000 Penalty: 5963.132324
	Iteration 3Q: 3 clusters Score -1.967455e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -19676524.000000 Penalty: 5963.132324
	Iteration 4Q: 3 clusters Score -1.967652e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -19679036.000000 Penalty: 5963.132324
	Iteration 5Q: 3 clusters Score -1.967904e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -19682556.000000 Penalty: 5963.132324
	Iteration 6Q: 3 clusters Score -1.968256e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -19686984.000000 Penalty: 5963.132324
	Iteration 7F: 3 clusters Score -1.968698e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -19692840.000000 Penalty: 5963.132324
	Iteration 8F: 3 clusters Score -1.969284e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -19699458.000000 Penalty: 5963.132324
	Iteration 9F: 3 clusters Score -1.969946e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -19706402.000000 Penalty: 5963.132324
	Iteration 10F: 3 clusters Score -1.97064e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 130451 members 
Entering Unmasked Estep 
Score: -19711840.000000 Penalty: 5963.132324
	Iteration 11Q: 3 clusters Score -1.971184e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -19715512.000000 Penalty: 5963.132324
	Iteration 12Q: 3 clusters Score -1.971551e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -19718246.000000 Penalty: 5963.132324
	Iteration 13Q: 3 clusters Score -1.971825e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 142973 members 
Entering Unmasked Estep 
Score: -19720218.000000 Penalty: 5963.132324
	Iteration 14Q: 3 clusters Score -1.972022e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -19722176.000000 Penalty: 5963.132324
	Iteration 15Q: 3 clusters Score -1.972218e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -19723914.000000 Penalty: 5963.132324
	Iteration 16Q: 3 clusters Score -1.972391e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -19725316.000000 Penalty: 5963.132324
	Iteration 17Q: 3 clusters Score -1.972532e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -19726714.000000 Penalty: 5963.132324
	Iteration 18Q: 3 clusters Score -1.972671e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -19727842.000000 Penalty: 5963.132324
	Iteration 19Q: 3 clusters Score -1.972784e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -19728986.000000 Penalty: 5963.132324
	Iteration 20F: 3 clusters Score -1.972899e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -19729858.000000 Penalty: 5963.132324
	Iteration 21Q: 3 clusters Score -1.972986e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -19730442.000000 Penalty: 5963.132324
	Iteration 22Q: 3 clusters Score -1.973044e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 163203 members 
Entering Unmasked Estep 
Score: -19730840.000000 Penalty: 5963.132324
	Iteration 23Q: 3 clusters Score -1.973084e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 163925 members 
Entering Unmasked Estep 
Score: -19731232.000000 Penalty: 5963.132324
	Iteration 24Q: 3 clusters Score -1.973123e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -19731466.000000 Penalty: 5963.132324
	Iteration 25Q: 3 clusters Score -1.973147e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -19731632.000000 Penalty: 5963.132324
	Iteration 26Q: 3 clusters Score -1.973163e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -19731780.000000 Penalty: 5963.132324
	Iteration 27Q: 3 clusters Score -1.973178e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 165260 members 
Entering Unmasked Estep 
Score: -19731848.000000 Penalty: 5963.132324
	Iteration 28Q: 3 clusters Score -1.973185e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 165395 members 
Entering Unmasked Estep 
Score: -19731866.000000 Penalty: 5963.132324
	Iteration 29Q: 3 clusters Score -1.973187e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -19731906.000000 Penalty: 5963.132324
	Iteration 30Q: 3 clusters Score -1.973191e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 165520 members 
Entering Unmasked Estep 
Score: -19731980.000000 Penalty: 5963.132324
	Iteration 31Q: 3 clusters Score -1.973198e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 165555 members 
Entering Unmasked Estep 
Score: -19732000.000000 Penalty: 5963.132324
	Iteration 32Q: 3 clusters Score -1.9732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 165575 members 
Entering Unmasked Estep 
Score: -19731998.000000 Penalty: 5963.132324
	Iteration 33Q: 3 clusters Score -1.9732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -19731996.000000 Penalty: 5963.132324
	Iteration 34Q: 3 clusters Score -1.9732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 165626 members 
Entering Unmasked Estep 
Score: -19732030.000000 Penalty: 5963.132324
	Iteration 35Q: 3 clusters Score -1.973203e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -19732048.000000 Penalty: 5963.132324
	Iteration 36Q: 3 clusters Score -1.973205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -19732054.000000 Penalty: 5963.132324
	Iteration 37Q: 3 clusters Score -1.973205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 165664 members 
Entering Unmasked Estep 
Score: -19732032.000000 Penalty: 5963.132324
	Iteration 38Q: 3 clusters Score -1.973203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 165668 members 
Entering Unmasked Estep 
Score: -19732032.000000 Penalty: 5963.132324
	Iteration 39Q: 3 clusters Score -1.973203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 165671 members 
Entering Unmasked Estep 
Score: -19732044.000000 Penalty: 5963.132324
	Iteration 40F: 3 clusters Score -1.973204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 165677 members 
Entering Unmasked Estep 
Score: -19732048.000000 Penalty: 5963.132324
	Iteration 41Q: 3 clusters Score -1.973205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 165682 members 
Entering Unmasked Estep 
Score: -19732052.000000 Penalty: 5963.132324
	Iteration 42Q: 3 clusters Score -1.973205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -19732060.000000 Penalty: 5963.132324
	Iteration 43Q: 3 clusters Score -1.973206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -19732050.000000 Penalty: 5963.132324
	Iteration 44Q: 3 clusters Score -1.973205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 165689 members 
Entering Unmasked Estep 
Score: -19732070.000000 Penalty: 5963.132324
	Iteration 45Q: 3 clusters Score -1.973207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -19732068.000000 Penalty: 5963.132324
	Iteration 46Q: 3 clusters Score -1.973207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 165695 members 
Entering Unmasked Estep 
Score: -19732064.000000 Penalty: 5963.132324
	Iteration 47Q: 3 clusters Score -1.973206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 165695 members 
Entering Unmasked Estep 
Score: -19732062.000000 Penalty: 5963.132324
	Iteration 48Q: 3 clusters Score -1.973206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -19732058.000000 Penalty: 5963.132324
	Iteration 49Q: 3 clusters Score -1.973206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 165701 members 
Entering Unmasked Estep 
Score: -19732070.000000 Penalty: 5963.132324
	Iteration 50Q: 3 clusters Score -1.973207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 165704 members 
Entering Unmasked Estep 
Score: -19732086.000000 Penalty: 5963.132324
	Iteration 51Q: 3 clusters Score -1.973209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 165706 members 
Entering Unmasked Estep 
Score: -19732094.000000 Penalty: 5963.132324
	Iteration 52Q: 3 clusters Score -1.973209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 165706 members 
Entering Unmasked Estep 
Score: -19732094.000000 Penalty: 5963.132324
	Iteration 53F: 3 clusters Score -1.973209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Entering Unmasked Estep 
Score: -13345666.000000 Penalty: 2881.856445
	Iteration 0F: 2 clusters Score -1.334567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -13270863.000000 Penalty: 5763.712891
	Iteration 0F: 3 clusters Score -1.327086e+07 nChanged 52967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -13301191.000000 Penalty: 5763.712891
	Iteration 1F: 3 clusters Score -1.330119e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -13301885.000000 Penalty: 5763.712891
	Iteration 2Q: 3 clusters Score -1.330188e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -13302567.000000 Penalty: 5763.712891
	Iteration 3Q: 3 clusters Score -1.330257e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -13303247.000000 Penalty: 5763.712891
	Iteration 4Q: 3 clusters Score -1.330325e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -13304164.000000 Penalty: 5763.712891
	Iteration 5Q: 3 clusters Score -1.330416e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -13305120.000000 Penalty: 5763.712891
	Iteration 6Q: 3 clusters Score -1.330512e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -13306394.000000 Penalty: 5763.712891
	Iteration 7Q: 3 clusters Score -1.330639e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -13308052.000000 Penalty: 5763.712891
	Iteration 8Q: 3 clusters Score -1.330805e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -13310300.000000 Penalty: 5763.712891
	Iteration 9Q: 3 clusters Score -1.33103e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -13312795.000000 Penalty: 5763.712891
	Iteration 10Q: 3 clusters Score -1.33128e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -13316043.000000 Penalty: 5763.712891
	Iteration 11F: 3 clusters Score -1.331604e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -13319753.000000 Penalty: 5763.712891
	Iteration 12F: 3 clusters Score -1.331975e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -13323127.000000 Penalty: 5763.712891
	Iteration 13F: 3 clusters Score -1.332313e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -13325792.000000 Penalty: 5763.712891
	Iteration 14Q: 3 clusters Score -1.332579e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -13327119.000000 Penalty: 5763.712891
	Iteration 15Q: 3 clusters Score -1.332712e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -13327807.000000 Penalty: 5763.712891
	Iteration 16Q: 3 clusters Score -1.332781e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -13328072.000000 Penalty: 5763.712891
	Iteration 17Q: 3 clusters Score -1.332807e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -13328294.000000 Penalty: 5763.712891
	Iteration 18Q: 3 clusters Score -1.332829e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -13328457.000000 Penalty: 5763.712891
	Iteration 19Q: 3 clusters Score -1.332846e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -13328665.000000 Penalty: 5763.712891
	Iteration 20F: 3 clusters Score -1.332866e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -13328836.000000 Penalty: 5763.712891
	Iteration 21Q: 3 clusters Score -1.332884e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -13329068.000000 Penalty: 5763.712891
	Iteration 22Q: 3 clusters Score -1.332907e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -13329165.000000 Penalty: 5763.712891
	Iteration 23Q: 3 clusters Score -1.332916e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -13329322.000000 Penalty: 5763.712891
	Iteration 24Q: 3 clusters Score -1.332932e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -13329444.000000 Penalty: 5763.712891
	Iteration 25Q: 3 clusters Score -1.332944e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -13329628.000000 Penalty: 5763.712891
	Iteration 26Q: 3 clusters Score -1.332963e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -13329864.000000 Penalty: 5763.712891
	Iteration 27Q: 3 clusters Score -1.332986e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -13330063.000000 Penalty: 5763.712891
	Iteration 28Q: 3 clusters Score -1.333006e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -13330193.000000 Penalty: 5763.712891
	Iteration 29Q: 3 clusters Score -1.333019e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -13330331.000000 Penalty: 5763.712891
	Iteration 30Q: 3 clusters Score -1.333033e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -13330418.000000 Penalty: 5763.712891
	Iteration 31Q: 3 clusters Score -1.333042e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -13330587.000000 Penalty: 5763.712891
	Iteration 32Q: 3 clusters Score -1.333059e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -13330667.000000 Penalty: 5763.712891
	Iteration 33Q: 3 clusters Score -1.333067e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -13330679.000000 Penalty: 5763.712891
	Iteration 34Q: 3 clusters Score -1.333068e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -13330718.000000 Penalty: 5763.712891
	Iteration 35Q: 3 clusters Score -1.333072e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -13330794.000000 Penalty: 5763.712891
	Iteration 36Q: 3 clusters Score -1.333079e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -13330844.000000 Penalty: 5763.712891
	Iteration 37Q: 3 clusters Score -1.333084e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -13330839.000000 Penalty: 5763.712891
	Iteration 38Q: 3 clusters Score -1.333084e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -13330848.000000 Penalty: 5763.712891
	Iteration 39Q: 3 clusters Score -1.333085e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -13330913.000000 Penalty: 5763.712891
	Iteration 40F: 3 clusters Score -1.333091e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -13331002.000000 Penalty: 5763.712891
	Iteration 41Q: 3 clusters Score -1.3331e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -13331057.000000 Penalty: 5763.712891
	Iteration 42Q: 3 clusters Score -1.333106e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -13331126.000000 Penalty: 5763.712891
	Iteration 43Q: 3 clusters Score -1.333113e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -13331204.000000 Penalty: 5763.712891
	Iteration 44Q: 3 clusters Score -1.33312e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -13331326.000000 Penalty: 5763.712891
	Iteration 45Q: 3 clusters Score -1.333133e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -13331455.000000 Penalty: 5763.712891
	Iteration 46Q: 3 clusters Score -1.333146e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -13331578.000000 Penalty: 5763.712891
	Iteration 47Q: 3 clusters Score -1.333158e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -13331704.000000 Penalty: 5763.712891
	Iteration 48Q: 3 clusters Score -1.33317e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -13331825.000000 Penalty: 5763.712891
	Iteration 49Q: 3 clusters Score -1.333182e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -13332055.000000 Penalty: 5763.712891
	Iteration 50Q: 3 clusters Score -1.333206e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -13332228.000000 Penalty: 5763.712891
	Iteration 51Q: 3 clusters Score -1.333223e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -13332379.000000 Penalty: 5763.712891
	Iteration 52Q: 3 clusters Score -1.333238e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -13332539.000000 Penalty: 5763.712891
	Iteration 53Q: 3 clusters Score -1.333254e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -13332818.000000 Penalty: 5763.712891
	Iteration 54Q: 3 clusters Score -1.333282e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -13333151.000000 Penalty: 5763.712891
	Iteration 55Q: 3 clusters Score -1.333315e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -13333500.000000 Penalty: 5763.712891
	Iteration 56Q: 3 clusters Score -1.33335e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -13333930.000000 Penalty: 5763.712891
	Iteration 57Q: 3 clusters Score -1.333393e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -13334293.000000 Penalty: 5763.712891
	Iteration 58Q: 3 clusters Score -1.333429e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -13334664.000000 Penalty: 5763.712891
	Iteration 59Q: 3 clusters Score -1.333466e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -13335134.000000 Penalty: 5763.712891
	Iteration 60F: 3 clusters Score -1.333513e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -13335655.000000 Penalty: 5763.712891
	Iteration 61Q: 3 clusters Score -1.333566e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -13336038.000000 Penalty: 5763.712891
	Iteration 62Q: 3 clusters Score -1.333604e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -13336579.000000 Penalty: 5763.712891
	Iteration 63Q: 3 clusters Score -1.333658e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -13337129.000000 Penalty: 5763.712891
	Iteration 64Q: 3 clusters Score -1.333713e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -13337720.000000 Penalty: 5763.712891
	Iteration 65Q: 3 clusters Score -1.333772e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -13338251.000000 Penalty: 5763.712891
	Iteration 66Q: 3 clusters Score -1.333825e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -13338773.000000 Penalty: 5763.712891
	Iteration 67Q: 3 clusters Score -1.333877e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -13339262.000000 Penalty: 5763.712891
	Iteration 68Q: 3 clusters Score -1.333926e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -13339816.000000 Penalty: 5763.712891
	Iteration 69Q: 3 clusters Score -1.333982e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -13340332.000000 Penalty: 5763.712891
	Iteration 70Q: 3 clusters Score -1.334033e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -13340788.000000 Penalty: 5763.712891
	Iteration 71Q: 3 clusters Score -1.334079e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -13341337.000000 Penalty: 5763.712891
	Iteration 72Q: 3 clusters Score -1.334134e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -13341829.000000 Penalty: 5763.712891
	Iteration 73Q: 3 clusters Score -1.334183e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -13342175.000000 Penalty: 5763.712891
	Iteration 74Q: 3 clusters Score -1.334218e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -13342422.000000 Penalty: 5763.712891
	Iteration 75Q: 3 clusters Score -1.334242e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -13342637.000000 Penalty: 5763.712891
	Iteration 76Q: 3 clusters Score -1.334264e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -13342782.000000 Penalty: 5763.712891
	Iteration 77Q: 3 clusters Score -1.334278e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -13342915.000000 Penalty: 5763.712891
	Iteration 78Q: 3 clusters Score -1.334292e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -13343026.000000 Penalty: 5763.712891
	Iteration 79Q: 3 clusters Score -1.334303e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -13343066.000000 Penalty: 5763.712891
	Iteration 80F: 3 clusters Score -1.334307e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -13343106.000000 Penalty: 5763.712891
	Iteration 81Q: 3 clusters Score -1.334311e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -13343158.000000 Penalty: 5763.712891
	Iteration 82Q: 3 clusters Score -1.334316e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108246 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -13343193.000000 Penalty: 5763.712891
	Iteration 83Q: 3 clusters Score -1.334319e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -13343192.000000 Penalty: 5763.712891
	Iteration 84Q: 3 clusters Score -1.334319e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -13343278.000000 Penalty: 5763.712891
	Iteration 85Q: 3 clusters Score -1.334328e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -13343308.000000 Penalty: 5763.712891
	Iteration 86Q: 3 clusters Score -1.334331e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13343346.000000 Penalty: 5763.712891
	Iteration 87Q: 3 clusters Score -1.334335e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -13343350.000000 Penalty: 5763.712891
	Iteration 88Q: 3 clusters Score -1.334335e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13343389.000000 Penalty: 5763.712891
	Iteration 89Q: 3 clusters Score -1.334339e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -13343393.000000 Penalty: 5763.712891
	Iteration 90Q: 3 clusters Score -1.334339e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -13343406.000000 Penalty: 5763.712891
	Iteration 91Q: 3 clusters Score -1.334341e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -13343424.000000 Penalty: 5763.712891
	Iteration 92Q: 3 clusters Score -1.334342e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -13343450.000000 Penalty: 5763.712891
	Iteration 93Q: 3 clusters Score -1.334345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13343489.000000 Penalty: 5763.712891
	Iteration 94Q: 3 clusters Score -1.334349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109319 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -13343508.000000 Penalty: 5763.712891
	Iteration 95Q: 3 clusters Score -1.334351e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13343512.000000 Penalty: 5763.712891
	Iteration 96Q: 3 clusters Score -1.334351e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -13343525.000000 Penalty: 5763.712891
	Iteration 97Q: 3 clusters Score -1.334352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109413 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -13343537.000000 Penalty: 5763.712891
	Iteration 98Q: 3 clusters Score -1.334354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109436 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13343542.000000 Penalty: 5763.712891
	Iteration 99Q: 3 clusters Score -1.334354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13343530.000000 Penalty: 5763.712891
	Iteration 100F: 3 clusters Score -1.334353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13343533.000000 Penalty: 5763.712891
	Iteration 101Q: 3 clusters Score -1.334353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109469 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13343534.000000 Penalty: 5763.712891
	Iteration 102Q: 3 clusters Score -1.334353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109476 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13343536.000000 Penalty: 5763.712891
	Iteration 103Q: 3 clusters Score -1.334354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -13343550.000000 Penalty: 5763.712891
	Iteration 104Q: 3 clusters Score -1.334355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13343547.000000 Penalty: 5763.712891
	Iteration 105Q: 3 clusters Score -1.334355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -13343541.000000 Penalty: 5763.712891
	Iteration 106Q: 3 clusters Score -1.334354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13343531.000000 Penalty: 5763.712891
	Iteration 107Q: 3 clusters Score -1.334353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13343541.000000 Penalty: 5763.712891
	Iteration 108Q: 3 clusters Score -1.334354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109546 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13343552.000000 Penalty: 5763.712891
	Iteration 109Q: 3 clusters Score -1.334355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109556 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -13343544.000000 Penalty: 5763.712891
	Iteration 110Q: 3 clusters Score -1.334354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13343548.000000 Penalty: 5763.712891
	Iteration 111Q: 3 clusters Score -1.334355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109570 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13343536.000000 Penalty: 5763.712891
	Iteration 112Q: 3 clusters Score -1.334354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -13343555.000000 Penalty: 5763.712891
	Iteration 113Q: 3 clusters Score -1.334356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13343551.000000 Penalty: 5763.712891
	Iteration 114Q: 3 clusters Score -1.334355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -13343570.000000 Penalty: 5763.712891
	Iteration 115Q: 3 clusters Score -1.334357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -13343573.000000 Penalty: 5763.712891
	Iteration 116Q: 3 clusters Score -1.334357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13343574.000000 Penalty: 5763.712891
	Iteration 117Q: 3 clusters Score -1.334357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -13343581.000000 Penalty: 5763.712891
	Iteration 118Q: 3 clusters Score -1.334358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13343582.000000 Penalty: 5763.712891
	Iteration 119Q: 3 clusters Score -1.334358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13343581.000000 Penalty: 5763.712891
	Iteration 120F: 3 clusters Score -1.334358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13343580.000000 Penalty: 5763.712891
	Iteration 121Q: 3 clusters Score -1.334358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -13343583.000000 Penalty: 5763.712891
	Iteration 122Q: 3 clusters Score -1.334358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109662 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -13343576.000000 Penalty: 5763.712891
	Iteration 123Q: 3 clusters Score -1.334358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13343580.000000 Penalty: 5763.712891
	Iteration 124Q: 3 clusters Score -1.334358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13343580.000000 Penalty: 5763.712891
	Iteration 125F: 3 clusters Score -1.334358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Entering Unmasked Estep 
Score: -669744.500000 Penalty: 2164.006348
	Iteration 0F: 2 clusters Score -669744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -664623.187500 Penalty: 4328.012695
	Iteration 0F: 3 clusters Score -664623.2 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -666077.437500 Penalty: 4328.012695
	Iteration 1F: 3 clusters Score -666077.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -666446.250000 Penalty: 4328.012695
	Iteration 2F: 3 clusters Score -666446.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -666704.875000 Penalty: 4328.012695
	Iteration 3F: 3 clusters Score -666704.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -666913.312500 Penalty: 4328.012695
	Iteration 4F: 3 clusters Score -666913.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -667124.562500 Penalty: 4328.012695
	Iteration 5F: 3 clusters Score -667124.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -667350.562500 Penalty: 4328.012695
	Iteration 6Q: 3 clusters Score -667350.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -667582.250000 Penalty: 4328.012695
	Iteration 7Q: 3 clusters Score -667582.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -667770.250000 Penalty: 4328.012695
	Iteration 8Q: 3 clusters Score -667770.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -667923.562500 Penalty: 4328.012695
	Iteration 9Q: 3 clusters Score -667923.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -668035.187500 Penalty: 4328.012695
	Iteration 10Q: 3 clusters Score -668035.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -668115.375000 Penalty: 4328.012695
	Iteration 11Q: 3 clusters Score -668115.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -668167.250000 Penalty: 4328.012695
	Iteration 12Q: 3 clusters Score -668167.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -668210.375000 Penalty: 4328.012695
	Iteration 13Q: 3 clusters Score -668210.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -668242.625000 Penalty: 4328.012695
	Iteration 14Q: 3 clusters Score -668242.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -668265.500000 Penalty: 4328.012695
	Iteration 15Q: 3 clusters Score -668265.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -668289.187500 Penalty: 4328.012695
	Iteration 16Q: 3 clusters Score -668289.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -668307.062500 Penalty: 4328.012695
	Iteration 17Q: 3 clusters Score -668307.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -668317.625000 Penalty: 4328.012695
	Iteration 18Q: 3 clusters Score -668317.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -668324.687500 Penalty: 4328.012695
	Iteration 19Q: 3 clusters Score -668324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -668328.625000 Penalty: 4328.012695
	Iteration 20F: 3 clusters Score -668328.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -668329.562500 Penalty: 4328.012695
	Iteration 21Q: 3 clusters Score -668329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -668330.125000 Penalty: 4328.012695
	Iteration 22Q: 3 clusters Score -668330.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -668332.937500 Penalty: 4328.012695
	Iteration 23Q: 3 clusters Score -668332.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -668337.312500 Penalty: 4328.012695
	Iteration 24Q: 3 clusters Score -668337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -668342.750000 Penalty: 4328.012695
	Iteration 25Q: 3 clusters Score -668342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -668345.125000 Penalty: 4328.012695
	Iteration 26Q: 3 clusters Score -668345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -668347.437500 Penalty: 4328.012695
	Iteration 27Q: 3 clusters Score -668347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -668348.125000 Penalty: 4328.012695
	Iteration 28Q: 3 clusters Score -668348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -668350.187500 Penalty: 4328.012695
	Iteration 29Q: 3 clusters Score -668350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -668350.062500 Penalty: 4328.012695
	Iteration 30Q: 3 clusters Score -668350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -668354.062500 Penalty: 4328.012695
	Iteration 31Q: 3 clusters Score -668354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -668353.750000 Penalty: 4328.012695
	Iteration 32Q: 3 clusters Score -668353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -668355.812500 Penalty: 4328.012695
	Iteration 33Q: 3 clusters Score -668355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -668360.125000 Penalty: 4328.012695
	Iteration 34Q: 3 clusters Score -668360.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -668367.625000 Penalty: 4328.012695
	Iteration 35Q: 3 clusters Score -668367.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -668370.375000 Penalty: 4328.012695
	Iteration 36Q: 3 clusters Score -668370.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -668373.000000 Penalty: 4328.012695
	Iteration 37Q: 3 clusters Score -668373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -668375.625000 Penalty: 4328.012695
	Iteration 38Q: 3 clusters Score -668375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -668377.187500 Penalty: 4328.012695
	Iteration 39Q: 3 clusters Score -668377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -668378.937500 Penalty: 4328.012695
	Iteration 40F: 3 clusters Score -668378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -668381.937500 Penalty: 4328.012695
	Iteration 41Q: 3 clusters Score -668381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -668384.187500 Penalty: 4328.012695
	Iteration 42Q: 3 clusters Score -668384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -668384.687500 Penalty: 4328.012695
	Iteration 43Q: 3 clusters Score -668384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -668386.625000 Penalty: 4328.012695
	Iteration 44Q: 3 clusters Score -668386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -668386.187500 Penalty: 4328.012695
	Iteration 45Q: 3 clusters Score -668386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -668386.187500 Penalty: 4328.012695
	Iteration 46F: 3 clusters Score -668386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (113497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Entering Unmasked Estep 
Score: -13467155.000000 Penalty: 2886.604004
	Iteration 0F: 2 clusters Score -1.346716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -13391513.000000 Penalty: 5773.208008
	Iteration 0F: 3 clusters Score -1.339151e+07 nChanged 53830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -13422601.000000 Penalty: 5773.208008
	Iteration 1F: 3 clusters Score -1.34226e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -13424049.000000 Penalty: 5773.208008
	Iteration 2Q: 3 clusters Score -1.342405e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -13426108.000000 Penalty: 5773.208008
	Iteration 3Q: 3 clusters Score -1.342611e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -13429078.000000 Penalty: 5773.208008
	Iteration 4F: 3 clusters Score -1.342908e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -13432785.000000 Penalty: 5773.208008
	Iteration 5F: 3 clusters Score -1.343278e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -13436861.000000 Penalty: 5773.208008
	Iteration 6F: 3 clusters Score -1.343686e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -13440807.000000 Penalty: 5773.208008
	Iteration 7F: 3 clusters Score -1.344081e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -13444453.000000 Penalty: 5773.208008
	Iteration 8F: 3 clusters Score -1.344445e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -13447377.000000 Penalty: 5773.208008
	Iteration 9Q: 3 clusters Score -1.344738e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -13450022.000000 Penalty: 5773.208008
	Iteration 10Q: 3 clusters Score -1.345002e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -13452394.000000 Penalty: 5773.208008
	Iteration 11Q: 3 clusters Score -1.345239e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -13454411.000000 Penalty: 5773.208008
	Iteration 12Q: 3 clusters Score -1.345441e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -13456042.000000 Penalty: 5773.208008
	Iteration 13Q: 3 clusters Score -1.345604e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -13457413.000000 Penalty: 5773.208008
	Iteration 14Q: 3 clusters Score -1.345741e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -13458593.000000 Penalty: 5773.208008
	Iteration 15Q: 3 clusters Score -1.345859e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -13459620.000000 Penalty: 5773.208008
	Iteration 16Q: 3 clusters Score -1.345962e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -13460527.000000 Penalty: 5773.208008
	Iteration 17Q: 3 clusters Score -1.346053e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -13461361.000000 Penalty: 5773.208008
	Iteration 18Q: 3 clusters Score -1.346136e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 103846 members 
Entering Unmasked Estep 
Score: -13462003.000000 Penalty: 5773.208008
	Iteration 19Q: 3 clusters Score -1.3462e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -13462576.000000 Penalty: 5773.208008
	Iteration 20F: 3 clusters Score -1.346258e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -13463204.000000 Penalty: 5773.208008
	Iteration 21Q: 3 clusters Score -1.34632e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 107061 members 
Entering Unmasked Estep 
Score: -13463584.000000 Penalty: 5773.208008
	Iteration 22Q: 3 clusters Score -1.346358e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -13464002.000000 Penalty: 5773.208008
	Iteration 23Q: 3 clusters Score -1.3464e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -13464363.000000 Penalty: 5773.208008
	Iteration 24Q: 3 clusters Score -1.346436e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -13464632.000000 Penalty: 5773.208008
	Iteration 25Q: 3 clusters Score -1.346463e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -13464831.000000 Penalty: 5773.208008
	Iteration 26Q: 3 clusters Score -1.346483e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -13465049.000000 Penalty: 5773.208008
	Iteration 27Q: 3 clusters Score -1.346505e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -13465173.000000 Penalty: 5773.208008
	Iteration 28Q: 3 clusters Score -1.346517e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 110164 members 
Entering Unmasked Estep 
Score: -13465261.000000 Penalty: 5773.208008
	Iteration 29Q: 3 clusters Score -1.346526e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -13465334.000000 Penalty: 5773.208008
	Iteration 30Q: 3 clusters Score -1.346533e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -13465349.000000 Penalty: 5773.208008
	Iteration 31Q: 3 clusters Score -1.346535e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 110596 members 
Entering Unmasked Estep 
Score: -13465394.000000 Penalty: 5773.208008
	Iteration 32Q: 3 clusters Score -1.346539e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -13465389.000000 Penalty: 5773.208008
	Iteration 33Q: 3 clusters Score -1.346539e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 110764 members 
Entering Unmasked Estep 
Score: -13465414.000000 Penalty: 5773.208008
	Iteration 34Q: 3 clusters Score -1.346541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -13465431.000000 Penalty: 5773.208008
	Iteration 35Q: 3 clusters Score -1.346543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 110876 members 
Entering Unmasked Estep 
Score: -13465441.000000 Penalty: 5773.208008
	Iteration 36Q: 3 clusters Score -1.346544e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -13465460.000000 Penalty: 5773.208008
	Iteration 37Q: 3 clusters Score -1.346546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -13465497.000000 Penalty: 5773.208008
	Iteration 38Q: 3 clusters Score -1.34655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -13465489.000000 Penalty: 5773.208008
	Iteration 39Q: 3 clusters Score -1.346549e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -13465485.000000 Penalty: 5773.208008
	Iteration 40F: 3 clusters Score -1.346548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -13465498.000000 Penalty: 5773.208008
	Iteration 41Q: 3 clusters Score -1.34655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -13465497.000000 Penalty: 5773.208008
	Iteration 42Q: 3 clusters Score -1.34655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -13465508.000000 Penalty: 5773.208008
	Iteration 43Q: 3 clusters Score -1.346551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -13465499.000000 Penalty: 5773.208008
	Iteration 44Q: 3 clusters Score -1.34655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -13465500.000000 Penalty: 5773.208008
	Iteration 45Q: 3 clusters Score -1.34655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 111141 members 
Entering Unmasked Estep 
Score: -13465496.000000 Penalty: 5773.208008
	Iteration 46Q: 3 clusters Score -1.34655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 111151 members 
Entering Unmasked Estep 
Score: -13465490.000000 Penalty: 5773.208008
	Iteration 47Q: 3 clusters Score -1.346549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -13465505.000000 Penalty: 5773.208008
	Iteration 48Q: 3 clusters Score -1.34655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -13465513.000000 Penalty: 5773.208008
	Iteration 49Q: 3 clusters Score -1.346551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -13465508.000000 Penalty: 5773.208008
	Iteration 50Q: 3 clusters Score -1.346551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -13465507.000000 Penalty: 5773.208008
	Iteration 51Q: 3 clusters Score -1.346551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -13465514.000000 Penalty: 5773.208008
	Iteration 52Q: 3 clusters Score -1.346551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -13465527.000000 Penalty: 5773.208008
	Iteration 53Q: 3 clusters Score -1.346553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -13465537.000000 Penalty: 5773.208008
	Iteration 54Q: 3 clusters Score -1.346554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
Score: -13465518.000000 Penalty: 5773.208008
	Iteration 55Q: 3 clusters Score -1.346552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 111221 members 
Entering Unmasked Estep 
Score: -13465506.000000 Penalty: 5773.208008
	Iteration 56Q: 3 clusters Score -1.346551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -13465511.000000 Penalty: 5773.208008
	Iteration 57Q: 3 clusters Score -1.346551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 111229 members 
Entering Unmasked Estep 
Score: -13465510.000000 Penalty: 5773.208008
	Iteration 58Q: 3 clusters Score -1.346551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -13465503.000000 Penalty: 5773.208008
	Iteration 59Q: 3 clusters Score -1.34655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -13465508.000000 Penalty: 5773.208008
	Iteration 60F: 3 clusters Score -1.346551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -13465511.000000 Penalty: 5773.208008
	Iteration 61Q: 3 clusters Score -1.346551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -13465511.000000 Penalty: 5773.208008
	Iteration 62F: 3 clusters Score -1.346551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258966 members 
Entering Unmasked Estep 
Score: -30335282.000000 Penalty: 3091.184082
	Iteration 0F: 2 clusters Score -3.033528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129395 members 
Mstep: Class 2 contains 129571 members 
Entering Unmasked Estep 
Score: -30162118.000000 Penalty: 6182.368164
	Iteration 0F: 3 clusters Score -3.016212e+07 nChanged 124882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 133485 members 
Entering Unmasked Estep 
Score: -30235976.000000 Penalty: 6182.368164
	Iteration 1F: 3 clusters Score -3.023598e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -30237620.000000 Penalty: 6182.368164
	Iteration 2Q: 3 clusters Score -3.023762e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 140492 members 
Entering Unmasked Estep 
Score: -30239892.000000 Penalty: 6182.368164
	Iteration 3Q: 3 clusters Score -3.023989e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111834 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -30243454.000000 Penalty: 6182.368164
	Iteration 4Q: 3 clusters Score -3.024345e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -30249294.000000 Penalty: 6182.368164
	Iteration 5F: 3 clusters Score -3.024929e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -30258310.000000 Penalty: 6182.368164
	Iteration 6F: 3 clusters Score -3.025831e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 188320 members 
Entering Unmasked Estep 
Score: -30271418.000000 Penalty: 6182.368164
	Iteration 7F: 3 clusters Score -3.027142e+07 nChanged 20043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 207859 members 
Entering Unmasked Estep 
Score: -30287216.000000 Penalty: 6182.368164
	Iteration 8F: 3 clusters Score -3.028722e+07 nChanged 18448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 226217 members 
Entering Unmasked Estep 
Score: -30303014.000000 Penalty: 6182.368164
	Iteration 9F: 3 clusters Score -3.030301e+07 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 240683 members 
Entering Unmasked Estep 
Score: -30316176.000000 Penalty: 6182.368164
	Iteration 10F: 3 clusters Score -3.031618e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 250131 members 
Entering Unmasked Estep 
Score: -30325064.000000 Penalty: 6182.368164
	Iteration 11Q: 3 clusters Score -3.032506e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 255097 members 
Entering Unmasked Estep 
Score: -30329774.000000 Penalty: 6182.368164
	Iteration 12Q: 3 clusters Score -3.032977e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 257197 members 
Entering Unmasked Estep 
Score: -30331646.000000 Penalty: 6182.368164
	Iteration 13Q: 3 clusters Score -3.033165e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 257977 members 
Entering Unmasked Estep 
Score: -30332408.000000 Penalty: 6182.368164
	Iteration 14Q: 3 clusters Score -3.033241e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 258253 members 
Entering Unmasked Estep 
Score: -30332684.000000 Penalty: 6182.368164
	Iteration 15Q: 3 clusters Score -3.033268e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 258359 members 
Entering Unmasked Estep 
Score: -30332800.000000 Penalty: 6182.368164
	Iteration 16Q: 3 clusters Score -3.03328e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 258412 members 
Entering Unmasked Estep 
Score: -30332878.000000 Penalty: 6182.368164
	Iteration 17Q: 3 clusters Score -3.033288e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 258446 members 
Entering Unmasked Estep 
Score: -30332880.000000 Penalty: 6182.368164
	Iteration 18Q: 3 clusters Score -3.033288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 258467 members 
Entering Unmasked Estep 
Score: -30332888.000000 Penalty: 6182.368164
	Iteration 19Q: 3 clusters Score -3.033289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 258479 members 
Entering Unmasked Estep 
Score: -30332904.000000 Penalty: 6182.368164
	Iteration 20F: 3 clusters Score -3.03329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258489 members 
Entering Unmasked Estep 
Score: -30332936.000000 Penalty: 6182.368164
	Iteration 21Q: 3 clusters Score -3.033294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 258492 members 
Entering Unmasked Estep 
Score: -30332946.000000 Penalty: 6182.368164
	Iteration 22Q: 3 clusters Score -3.033295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 258497 members 
Entering Unmasked Estep 
Score: -30332926.000000 Penalty: 6182.368164
	Iteration 23Q: 3 clusters Score -3.033293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 258501 members 
Entering Unmasked Estep 
Score: -30332920.000000 Penalty: 6182.368164
	Iteration 24Q: 3 clusters Score -3.033292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 258503 members 
Entering Unmasked Estep 
Score: -30332928.000000 Penalty: 6182.368164
	Iteration 25Q: 3 clusters Score -3.033293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 258505 members 
Entering Unmasked Estep 
Score: -30332942.000000 Penalty: 6182.368164
	Iteration 26Q: 3 clusters Score -3.033294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 258506 members 
Entering Unmasked Estep 
Score: -30332950.000000 Penalty: 6182.368164
	Iteration 27Q: 3 clusters Score -3.033295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 258506 members 
Entering Unmasked Estep 
Score: -30332970.000000 Penalty: 6182.368164
	Iteration 28Q: 3 clusters Score -3.033297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 258509 members 
Entering Unmasked Estep 
Score: -30332968.000000 Penalty: 6182.368164
	Iteration 29Q: 3 clusters Score -3.033297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 258511 members 
Entering Unmasked Estep 
Score: -30332976.000000 Penalty: 6182.368164
	Iteration 30Q: 3 clusters Score -3.033298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 258510 members 
Entering Unmasked Estep 
Score: -30332968.000000 Penalty: 6182.368164
	Iteration 31Q: 3 clusters Score -3.033297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 258510 members 
Entering Unmasked Estep 
Score: -30332968.000000 Penalty: 6182.368164
	Iteration 32F: 3 clusters Score -3.033297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Entering Unmasked Estep 
Score: -3612800.000000 Penalty: 2577.225098
	Iteration 0F: 2 clusters Score -3612800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3590630.000000 Penalty: 5154.450195
	Iteration 0F: 3 clusters Score -3590630 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3599523.250000 Penalty: 5154.450195
	Iteration 1F: 3 clusters Score -3599523 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3601056.000000 Penalty: 5154.450195
	Iteration 2F: 3 clusters Score -3601056 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3602836.750000 Penalty: 5154.450195
	Iteration 3F: 3 clusters Score -3602837 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3604611.250000 Penalty: 5154.450195
	Iteration 4F: 3 clusters Score -3604611 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3606097.500000 Penalty: 5154.450195
	Iteration 5F: 3 clusters Score -3606098 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3607388.500000 Penalty: 5154.450195
	Iteration 6F: 3 clusters Score -3607388 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3608446.750000 Penalty: 5154.450195
	Iteration 7Q: 3 clusters Score -3608447 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3609386.250000 Penalty: 5154.450195
	Iteration 8Q: 3 clusters Score -3609386 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3610223.250000 Penalty: 5154.450195
	Iteration 9Q: 3 clusters Score -3610223 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3610889.250000 Penalty: 5154.450195
	Iteration 10Q: 3 clusters Score -3610889 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3611360.000000 Penalty: 5154.450195
	Iteration 11Q: 3 clusters Score -3611360 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3611642.750000 Penalty: 5154.450195
	Iteration 12Q: 3 clusters Score -3611643 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3611818.750000 Penalty: 5154.450195
	Iteration 13Q: 3 clusters Score -3611819 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3611926.250000 Penalty: 5154.450195
	Iteration 14Q: 3 clusters Score -3611926 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3611994.000000 Penalty: 5154.450195
	Iteration 15Q: 3 clusters Score -3611994 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3612043.000000 Penalty: 5154.450195
	Iteration 16Q: 3 clusters Score -3612043 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3612079.250000 Penalty: 5154.450195
	Iteration 17Q: 3 clusters Score -3612079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3612114.750000 Penalty: 5154.450195
	Iteration 18Q: 3 clusters Score -3612115 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3612139.250000 Penalty: 5154.450195
	Iteration 19Q: 3 clusters Score -3612139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3612160.500000 Penalty: 5154.450195
	Iteration 20F: 3 clusters Score -3612160 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3612185.000000 Penalty: 5154.450195
	Iteration 21Q: 3 clusters Score -3612185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3612190.000000 Penalty: 5154.450195
	Iteration 22Q: 3 clusters Score -3612190 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3612217.750000 Penalty: 5154.450195
	Iteration 23Q: 3 clusters Score -3612218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3612245.250000 Penalty: 5154.450195
	Iteration 24Q: 3 clusters Score -3612245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3612265.750000 Penalty: 5154.450195
	Iteration 25Q: 3 clusters Score -3612266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3612290.500000 Penalty: 5154.450195
	Iteration 26Q: 3 clusters Score -3612290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3612308.500000 Penalty: 5154.450195
	Iteration 27Q: 3 clusters Score -3612308 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3612334.250000 Penalty: 5154.450195
	Iteration 28Q: 3 clusters Score -3612334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3612361.250000 Penalty: 5154.450195
	Iteration 29Q: 3 clusters Score -3612361 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3612416.000000 Penalty: 5154.450195
	Iteration 30Q: 3 clusters Score -3612416 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3612447.250000 Penalty: 5154.450195
	Iteration 31Q: 3 clusters Score -3612447 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3612471.500000 Penalty: 5154.450195
	Iteration 32Q: 3 clusters Score -3612472 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3612509.500000 Penalty: 5154.450195
	Iteration 33Q: 3 clusters Score -3612510 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3612524.500000 Penalty: 5154.450195
	Iteration 34Q: 3 clusters Score -3612524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3612547.000000 Penalty: 5154.450195
	Iteration 35Q: 3 clusters Score -3612547 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3612577.500000 Penalty: 5154.450195
	Iteration 36Q: 3 clusters Score -3612578 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3612589.750000 Penalty: 5154.450195
	Iteration 37Q: 3 clusters Score -3612590 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3612620.250000 Penalty: 5154.450195
	Iteration 38Q: 3 clusters Score -3612620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3612638.250000 Penalty: 5154.450195
	Iteration 39Q: 3 clusters Score -3612638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3612638.500000 Penalty: 5154.450195
	Iteration 40F: 3 clusters Score -3612638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3612651.500000 Penalty: 5154.450195
	Iteration 41Q: 3 clusters Score -3612652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3612688.000000 Penalty: 5154.450195
	Iteration 42Q: 3 clusters Score -3612688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3612708.250000 Penalty: 5154.450195
	Iteration 43Q: 3 clusters Score -3612708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3612719.000000 Penalty: 5154.450195
	Iteration 44Q: 3 clusters Score -3612719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3612745.000000 Penalty: 5154.450195
	Iteration 45Q: 3 clusters Score -3612745 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3612763.000000 Penalty: 5154.450195
	Iteration 46Q: 3 clusters Score -3612763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3612762.500000 Penalty: 5154.450195
	Iteration 47Q: 3 clusters Score -3612762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3612777.500000 Penalty: 5154.450195
	Iteration 48Q: 3 clusters Score -3612778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3612781.000000 Penalty: 5154.450195
	Iteration 49Q: 3 clusters Score -3612781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3612790.500000 Penalty: 5154.450195
	Iteration 50Q: 3 clusters Score -3612790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3612802.500000 Penalty: 5154.450195
	Iteration 51Q: 3 clusters Score -3612802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3612807.500000 Penalty: 5154.450195
	Iteration 52Q: 3 clusters Score -3612808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3612804.750000 Penalty: 5154.450195
	Iteration 53Q: 3 clusters Score -3612805 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3612813.500000 Penalty: 5154.450195
	Iteration 54Q: 3 clusters Score -3612814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3612815.250000 Penalty: 5154.450195
	Iteration 55Q: 3 clusters Score -3612815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3612825.000000 Penalty: 5154.450195
	Iteration 56Q: 3 clusters Score -3612825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3612835.750000 Penalty: 5154.450195
	Iteration 57Q: 3 clusters Score -3612836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3612837.250000 Penalty: 5154.450195
	Iteration 58Q: 3 clusters Score -3612837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3612829.000000 Penalty: 5154.450195
	Iteration 59Q: 3 clusters Score -3612829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3612840.000000 Penalty: 5154.450195
	Iteration 60F: 3 clusters Score -3612840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3612847.750000 Penalty: 5154.450195
	Iteration 61Q: 3 clusters Score -3612848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3612839.500000 Penalty: 5154.450195
	Iteration 62Q: 3 clusters Score -3612840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3612851.750000 Penalty: 5154.450195
	Iteration 63Q: 3 clusters Score -3612852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3612856.500000 Penalty: 5154.450195
	Iteration 64Q: 3 clusters Score -3612856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3612853.500000 Penalty: 5154.450195
	Iteration 65Q: 3 clusters Score -3612854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3612855.750000 Penalty: 5154.450195
	Iteration 66Q: 3 clusters Score -3612856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3612867.000000 Penalty: 5154.450195
	Iteration 67Q: 3 clusters Score -3612867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3612860.000000 Penalty: 5154.450195
	Iteration 68Q: 3 clusters Score -3612860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3612872.750000 Penalty: 5154.450195
	Iteration 69Q: 3 clusters Score -3612873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3612873.500000 Penalty: 5154.450195
	Iteration 70Q: 3 clusters Score -3612874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3612876.250000 Penalty: 5154.450195
	Iteration 71Q: 3 clusters Score -3612876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3612879.250000 Penalty: 5154.450195
	Iteration 72Q: 3 clusters Score -3612879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3612871.250000 Penalty: 5154.450195
	Iteration 73Q: 3 clusters Score -3612871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3612879.250000 Penalty: 5154.450195
	Iteration 74Q: 3 clusters Score -3612879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3612879.000000 Penalty: 5154.450195
	Iteration 75Q: 3 clusters Score -3612879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3612878.750000 Penalty: 5154.450195
	Iteration 76Q: 3 clusters Score -3612879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3612879.250000 Penalty: 5154.450195
	Iteration 77Q: 3 clusters Score -3612879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3612886.250000 Penalty: 5154.450195
	Iteration 78Q: 3 clusters Score -3612886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3612889.000000 Penalty: 5154.450195
	Iteration 79Q: 3 clusters Score -3612889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3612901.000000 Penalty: 5154.450195
	Iteration 80F: 3 clusters Score -3612901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3612900.500000 Penalty: 5154.450195
	Iteration 81Q: 3 clusters Score -3612900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3612904.500000 Penalty: 5154.450195
	Iteration 82Q: 3 clusters Score -3612904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3612908.500000 Penalty: 5154.450195
	Iteration 83Q: 3 clusters Score -3612908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3612908.750000 Penalty: 5154.450195
	Iteration 84Q: 3 clusters Score -3612909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3612906.750000 Penalty: 5154.450195
	Iteration 85Q: 3 clusters Score -3612907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3612905.250000 Penalty: 5154.450195
	Iteration 86Q: 3 clusters Score -3612905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3612908.750000 Penalty: 5154.450195
	Iteration 87Q: 3 clusters Score -3612909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3612906.750000 Penalty: 5154.450195
	Iteration 88Q: 3 clusters Score -3612907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3612909.000000 Penalty: 5154.450195
	Iteration 89Q: 3 clusters Score -3612909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3612911.500000 Penalty: 5154.450195
	Iteration 90Q: 3 clusters Score -3612912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3612921.000000 Penalty: 5154.450195
	Iteration 91Q: 3 clusters Score -3612921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3612915.750000 Penalty: 5154.450195
	Iteration 92Q: 3 clusters Score -3612916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3612924.750000 Penalty: 5154.450195
	Iteration 93Q: 3 clusters Score -3612925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3612922.500000 Penalty: 5154.450195
	Iteration 94Q: 3 clusters Score -3612922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3612923.000000 Penalty: 5154.450195
	Iteration 95Q: 3 clusters Score -3612923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3612924.500000 Penalty: 5154.450195
	Iteration 96Q: 3 clusters Score -3612924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3612925.750000 Penalty: 5154.450195
	Iteration 97Q: 3 clusters Score -3612926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3612922.000000 Penalty: 5154.450195
	Iteration 98Q: 3 clusters Score -3612922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3612925.000000 Penalty: 5154.450195
	Iteration 99Q: 3 clusters Score -3612925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3612924.500000 Penalty: 5154.450195
	Iteration 100F: 3 clusters Score -3612924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3612920.250000 Penalty: 5154.450195
	Iteration 101Q: 3 clusters Score -3612920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3612918.750000 Penalty: 5154.450195
	Iteration 102Q: 3 clusters Score -3612919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3612912.750000 Penalty: 5154.450195
	Iteration 103Q: 3 clusters Score -3612913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3612922.500000 Penalty: 5154.450195
	Iteration 104Q: 3 clusters Score -3612922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3612920.000000 Penalty: 5154.450195
	Iteration 105Q: 3 clusters Score -3612920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3612916.750000 Penalty: 5154.450195
	Iteration 106Q: 3 clusters Score -3612917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3612916.250000 Penalty: 5154.450195
	Iteration 107Q: 3 clusters Score -3612916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3612919.500000 Penalty: 5154.450195
	Iteration 108Q: 3 clusters Score -3612920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3612926.750000 Penalty: 5154.450195
	Iteration 109Q: 3 clusters Score -3612927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3612919.750000 Penalty: 5154.450195
	Iteration 110Q: 3 clusters Score -3612920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3612919.000000 Penalty: 5154.450195
	Iteration 111Q: 3 clusters Score -3612919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3612918.250000 Penalty: 5154.450195
	Iteration 112Q: 3 clusters Score -3612918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3612922.000000 Penalty: 5154.450195
	Iteration 113Q: 3 clusters Score -3612922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3612919.750000 Penalty: 5154.450195
	Iteration 114Q: 3 clusters Score -3612920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3612922.750000 Penalty: 5154.450195
	Iteration 115Q: 3 clusters Score -3612923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3612922.750000 Penalty: 5154.450195
	Iteration 116F: 3 clusters Score -3612923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166449 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258966 members 
Mstep: Class 13 contains 20276 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26873 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 47327 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73078 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12774 members 
Mstep: Class 36 contains 12323 members 
Entering Unmasked Estep 
Score: -205568160.000000 Penalty: 128518.421875
Splitting cluster 13 changes total score from -205569632.000000 to -205568160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (171823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171823 members 
Entering Unmasked Estep 
Score: -20791724.000000 Penalty: 2989.446533
	Iteration 0F: 2 clusters Score -2.079172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -20683834.000000 Penalty: 5978.893066
	Iteration 0F: 3 clusters Score -2.068383e+07 nChanged 82479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -20732260.000000 Penalty: 5978.893066
	Iteration 1F: 3 clusters Score -2.073226e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -20733908.000000 Penalty: 5978.893066
	Iteration 2Q: 3 clusters Score -2.073391e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -20736638.000000 Penalty: 5978.893066
	Iteration 3Q: 3 clusters Score -2.073664e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 107663 members 
Entering Unmasked Estep 
Score: -20741090.000000 Penalty: 5978.893066
	Iteration 4F: 3 clusters Score -2.074109e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -20748968.000000 Penalty: 5978.893066
	Iteration 5F: 3 clusters Score -2.074897e+07 nChanged 14010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 131707 members 
Entering Unmasked Estep 
Score: -20760072.000000 Penalty: 5978.893066
	Iteration 6F: 3 clusters Score -2.076007e+07 nChanged 13773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -20771748.000000 Penalty: 5978.893066
	Iteration 7F: 3 clusters Score -2.077175e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 156290 members 
Entering Unmasked Estep 
Score: -20779864.000000 Penalty: 5978.893066
	Iteration 8F: 3 clusters Score -2.077986e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -20784684.000000 Penalty: 5978.893066
	Iteration 9Q: 3 clusters Score -2.078468e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -20787392.000000 Penalty: 5978.893066
	Iteration 10Q: 3 clusters Score -2.078739e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 170018 members 
Entering Unmasked Estep 
Score: -20788626.000000 Penalty: 5978.893066
	Iteration 11Q: 3 clusters Score -2.078863e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 170728 members 
Entering Unmasked Estep 
Score: -20788978.000000 Penalty: 5978.893066
	Iteration 12Q: 3 clusters Score -2.078898e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 170978 members 
Entering Unmasked Estep 
Score: -20789186.000000 Penalty: 5978.893066
	Iteration 13Q: 3 clusters Score -2.078919e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -20789320.000000 Penalty: 5978.893066
	Iteration 14Q: 3 clusters Score -2.078932e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -20789354.000000 Penalty: 5978.893066
	Iteration 15Q: 3 clusters Score -2.078935e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -20789420.000000 Penalty: 5978.893066
	Iteration 16Q: 3 clusters Score -2.078942e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 171196 members 
Entering Unmasked Estep 
Score: -20789430.000000 Penalty: 5978.893066
	Iteration 17Q: 3 clusters Score -2.078943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -20789442.000000 Penalty: 5978.893066
	Iteration 18Q: 3 clusters Score -2.078944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -20789464.000000 Penalty: 5978.893066
	Iteration 19Q: 3 clusters Score -2.078946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -20789468.000000 Penalty: 5978.893066
	Iteration 20F: 3 clusters Score -2.078947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 171254 members 
Entering Unmasked Estep 
Score: -20789476.000000 Penalty: 5978.893066
	Iteration 21Q: 3 clusters Score -2.078948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -20789484.000000 Penalty: 5978.893066
	Iteration 22Q: 3 clusters Score -2.078948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -20789498.000000 Penalty: 5978.893066
	Iteration 23Q: 3 clusters Score -2.07895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -20789518.000000 Penalty: 5978.893066
	Iteration 24Q: 3 clusters Score -2.078952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -20789492.000000 Penalty: 5978.893066
	Iteration 25Q: 3 clusters Score -2.078949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -20789496.000000 Penalty: 5978.893066
	Iteration 26Q: 3 clusters Score -2.07895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -20789500.000000 Penalty: 5978.893066
	Iteration 27Q: 3 clusters Score -2.07895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -20789496.000000 Penalty: 5978.893066
	Iteration 28Q: 3 clusters Score -2.07895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -20789504.000000 Penalty: 5978.893066
	Iteration 29Q: 3 clusters Score -2.07895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -20789498.000000 Penalty: 5978.893066
	Iteration 30Q: 3 clusters Score -2.07895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -20789512.000000 Penalty: 5978.893066
	Iteration 31Q: 3 clusters Score -2.078951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -20789534.000000 Penalty: 5978.893066
	Iteration 32Q: 3 clusters Score -2.078953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -20789544.000000 Penalty: 5978.893066
	Iteration 33Q: 3 clusters Score -2.078954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -20789538.000000 Penalty: 5978.893066
	Iteration 34Q: 3 clusters Score -2.078954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -20789532.000000 Penalty: 5978.893066
	Iteration 35Q: 3 clusters Score -2.078953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -20789528.000000 Penalty: 5978.893066
	Iteration 36Q: 3 clusters Score -2.078953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -20789528.000000 Penalty: 5978.893066
	Iteration 37Q: 3 clusters Score -2.078953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -20789538.000000 Penalty: 5978.893066
	Iteration 38Q: 3 clusters Score -2.078954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -20789538.000000 Penalty: 5978.893066
	Iteration 39F: 3 clusters Score -2.078954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Entering Unmasked Estep 
Score: -1939966.250000 Penalty: 2417.026123
	Iteration 0F: 2 clusters Score -1939966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1927764.750000 Penalty: 4834.052246
	Iteration 0F: 3 clusters Score -1927765 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1931950.250000 Penalty: 4834.052246
	Iteration 1F: 3 clusters Score -1931950 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1932506.750000 Penalty: 4834.052246
	Iteration 2F: 3 clusters Score -1932507 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1932909.750000 Penalty: 4834.052246
	Iteration 3F: 3 clusters Score -1932910 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1933257.250000 Penalty: 4834.052246
	Iteration 4Q: 3 clusters Score -1933257 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1933595.750000 Penalty: 4834.052246
	Iteration 5Q: 3 clusters Score -1933596 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1933948.875000 Penalty: 4834.052246
	Iteration 6Q: 3 clusters Score -1933949 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1934358.875000 Penalty: 4834.052246
	Iteration 7Q: 3 clusters Score -1934359 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1934820.250000 Penalty: 4834.052246
	Iteration 8Q: 3 clusters Score -1934820 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1935275.625000 Penalty: 4834.052246
	Iteration 9Q: 3 clusters Score -1935276 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1935695.500000 Penalty: 4834.052246
	Iteration 10Q: 3 clusters Score -1935696 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1936026.875000 Penalty: 4834.052246
	Iteration 11Q: 3 clusters Score -1936027 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1936270.375000 Penalty: 4834.052246
	Iteration 12Q: 3 clusters Score -1936270 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1936416.625000 Penalty: 4834.052246
	Iteration 13Q: 3 clusters Score -1936417 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1936512.500000 Penalty: 4834.052246
	Iteration 14Q: 3 clusters Score -1936512 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1936580.500000 Penalty: 4834.052246
	Iteration 15Q: 3 clusters Score -1936580 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1936650.125000 Penalty: 4834.052246
	Iteration 16Q: 3 clusters Score -1936650 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1936692.000000 Penalty: 4834.052246
	Iteration 17Q: 3 clusters Score -1936692 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1936742.500000 Penalty: 4834.052246
	Iteration 18Q: 3 clusters Score -1936742 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1936803.000000 Penalty: 4834.052246
	Iteration 19Q: 3 clusters Score -1936803 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1936849.375000 Penalty: 4834.052246
	Iteration 20F: 3 clusters Score -1936849 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1936881.000000 Penalty: 4834.052246
	Iteration 21Q: 3 clusters Score -1936881 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1936916.250000 Penalty: 4834.052246
	Iteration 22Q: 3 clusters Score -1936916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1936945.625000 Penalty: 4834.052246
	Iteration 23Q: 3 clusters Score -1936946 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1936971.500000 Penalty: 4834.052246
	Iteration 24Q: 3 clusters Score -1936972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1936997.750000 Penalty: 4834.052246
	Iteration 25Q: 3 clusters Score -1936998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1937008.000000 Penalty: 4834.052246
	Iteration 26Q: 3 clusters Score -1937008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1937033.875000 Penalty: 4834.052246
	Iteration 27Q: 3 clusters Score -1937034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1937059.125000 Penalty: 4834.052246
	Iteration 28Q: 3 clusters Score -1937059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1937072.625000 Penalty: 4834.052246
	Iteration 29Q: 3 clusters Score -1937073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1937095.375000 Penalty: 4834.052246
	Iteration 30Q: 3 clusters Score -1937095 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1937117.250000 Penalty: 4834.052246
	Iteration 31Q: 3 clusters Score -1937117 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1937140.875000 Penalty: 4834.052246
	Iteration 32Q: 3 clusters Score -1937141 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1937161.000000 Penalty: 4834.052246
	Iteration 33Q: 3 clusters Score -1937161 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1937181.125000 Penalty: 4834.052246
	Iteration 34Q: 3 clusters Score -1937181 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1937214.875000 Penalty: 4834.052246
	Iteration 35Q: 3 clusters Score -1937215 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1937254.375000 Penalty: 4834.052246
	Iteration 36Q: 3 clusters Score -1937254 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1937285.625000 Penalty: 4834.052246
	Iteration 37Q: 3 clusters Score -1937286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1937313.375000 Penalty: 4834.052246
	Iteration 38Q: 3 clusters Score -1937313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1937343.875000 Penalty: 4834.052246
	Iteration 39Q: 3 clusters Score -1937344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1937363.375000 Penalty: 4834.052246
	Iteration 40F: 3 clusters Score -1937363 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1937377.500000 Penalty: 4834.052246
	Iteration 41Q: 3 clusters Score -1937378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1937395.125000 Penalty: 4834.052246
	Iteration 42Q: 3 clusters Score -1937395 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1937405.500000 Penalty: 4834.052246
	Iteration 43Q: 3 clusters Score -1937406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1937416.125000 Penalty: 4834.052246
	Iteration 44Q: 3 clusters Score -1937416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1937417.125000 Penalty: 4834.052246
	Iteration 45Q: 3 clusters Score -1937417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1937428.500000 Penalty: 4834.052246
	Iteration 46Q: 3 clusters Score -1937428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1937440.375000 Penalty: 4834.052246
	Iteration 47Q: 3 clusters Score -1937440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1937451.500000 Penalty: 4834.052246
	Iteration 48Q: 3 clusters Score -1937452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1937459.875000 Penalty: 4834.052246
	Iteration 49Q: 3 clusters Score -1937460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1937479.750000 Penalty: 4834.052246
	Iteration 50Q: 3 clusters Score -1937480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1937488.125000 Penalty: 4834.052246
	Iteration 51Q: 3 clusters Score -1937488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1937484.750000 Penalty: 4834.052246
	Iteration 52Q: 3 clusters Score -1937485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1937499.000000 Penalty: 4834.052246
	Iteration 53Q: 3 clusters Score -1937499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1937508.250000 Penalty: 4834.052246
	Iteration 54Q: 3 clusters Score -1937508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1937521.250000 Penalty: 4834.052246
	Iteration 55Q: 3 clusters Score -1937521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1937522.750000 Penalty: 4834.052246
	Iteration 56Q: 3 clusters Score -1937523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1937532.250000 Penalty: 4834.052246
	Iteration 57Q: 3 clusters Score -1937532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1937544.500000 Penalty: 4834.052246
	Iteration 58Q: 3 clusters Score -1937544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1937556.875000 Penalty: 4834.052246
	Iteration 59Q: 3 clusters Score -1937557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1937572.875000 Penalty: 4834.052246
	Iteration 60F: 3 clusters Score -1937573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1937587.250000 Penalty: 4834.052246
	Iteration 61Q: 3 clusters Score -1937587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1937600.000000 Penalty: 4834.052246
	Iteration 62Q: 3 clusters Score -1937600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1937617.000000 Penalty: 4834.052246
	Iteration 63Q: 3 clusters Score -1937617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1937623.500000 Penalty: 4834.052246
	Iteration 64Q: 3 clusters Score -1937624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1937641.625000 Penalty: 4834.052246
	Iteration 65Q: 3 clusters Score -1937642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1937650.000000 Penalty: 4834.052246
	Iteration 66Q: 3 clusters Score -1937650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1937662.250000 Penalty: 4834.052246
	Iteration 67Q: 3 clusters Score -1937662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1937673.750000 Penalty: 4834.052246
	Iteration 68Q: 3 clusters Score -1937674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1937691.125000 Penalty: 4834.052246
	Iteration 69Q: 3 clusters Score -1937691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1937707.125000 Penalty: 4834.052246
	Iteration 70Q: 3 clusters Score -1937707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1937713.625000 Penalty: 4834.052246
	Iteration 71Q: 3 clusters Score -1937714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1937733.375000 Penalty: 4834.052246
	Iteration 72Q: 3 clusters Score -1937733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1937743.750000 Penalty: 4834.052246
	Iteration 73Q: 3 clusters Score -1937744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1937757.875000 Penalty: 4834.052246
	Iteration 74Q: 3 clusters Score -1937758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1937770.000000 Penalty: 4834.052246
	Iteration 75Q: 3 clusters Score -1937770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1937781.375000 Penalty: 4834.052246
	Iteration 76Q: 3 clusters Score -1937781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1937796.750000 Penalty: 4834.052246
	Iteration 77Q: 3 clusters Score -1937797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1937814.250000 Penalty: 4834.052246
	Iteration 78Q: 3 clusters Score -1937814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1937835.625000 Penalty: 4834.052246
	Iteration 79Q: 3 clusters Score -1937836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1937882.125000 Penalty: 4834.052246
	Iteration 80F: 3 clusters Score -1937882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1937936.875000 Penalty: 4834.052246
	Iteration 81Q: 3 clusters Score -1937937 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1938012.750000 Penalty: 4834.052246
	Iteration 82Q: 3 clusters Score -1938013 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1938075.125000 Penalty: 4834.052246
	Iteration 83Q: 3 clusters Score -1938075 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1938141.250000 Penalty: 4834.052246
	Iteration 84Q: 3 clusters Score -1938141 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1938195.625000 Penalty: 4834.052246
	Iteration 85Q: 3 clusters Score -1938196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1938245.375000 Penalty: 4834.052246
	Iteration 86Q: 3 clusters Score -1938245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1938274.000000 Penalty: 4834.052246
	Iteration 87Q: 3 clusters Score -1938274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1938313.125000 Penalty: 4834.052246
	Iteration 88Q: 3 clusters Score -1938313 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1938347.000000 Penalty: 4834.052246
	Iteration 89Q: 3 clusters Score -1938347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1938369.500000 Penalty: 4834.052246
	Iteration 90Q: 3 clusters Score -1938370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1938392.250000 Penalty: 4834.052246
	Iteration 91Q: 3 clusters Score -1938392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1938404.375000 Penalty: 4834.052246
	Iteration 92Q: 3 clusters Score -1938404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1938419.125000 Penalty: 4834.052246
	Iteration 93Q: 3 clusters Score -1938419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1938428.125000 Penalty: 4834.052246
	Iteration 94Q: 3 clusters Score -1938428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1938435.250000 Penalty: 4834.052246
	Iteration 95Q: 3 clusters Score -1938435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1938432.125000 Penalty: 4834.052246
	Iteration 96Q: 3 clusters Score -1938432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1938433.375000 Penalty: 4834.052246
	Iteration 97Q: 3 clusters Score -1938433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1938440.875000 Penalty: 4834.052246
	Iteration 98Q: 3 clusters Score -1938441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1938445.625000 Penalty: 4834.052246
	Iteration 99Q: 3 clusters Score -1938446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1938446.875000 Penalty: 4834.052246
	Iteration 100F: 3 clusters Score -1938447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1938448.000000 Penalty: 4834.052246
	Iteration 101Q: 3 clusters Score -1938448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1938455.000000 Penalty: 4834.052246
	Iteration 102Q: 3 clusters Score -1938455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1938461.875000 Penalty: 4834.052246
	Iteration 103Q: 3 clusters Score -1938462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1938462.875000 Penalty: 4834.052246
	Iteration 104Q: 3 clusters Score -1938463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1938468.000000 Penalty: 4834.052246
	Iteration 105Q: 3 clusters Score -1938468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1938467.625000 Penalty: 4834.052246
	Iteration 106Q: 3 clusters Score -1938468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1938463.375000 Penalty: 4834.052246
	Iteration 107Q: 3 clusters Score -1938463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1938472.000000 Penalty: 4834.052246
	Iteration 108Q: 3 clusters Score -1938472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1938474.125000 Penalty: 4834.052246
	Iteration 109Q: 3 clusters Score -1938474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1938472.250000 Penalty: 4834.052246
	Iteration 110Q: 3 clusters Score -1938472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1938475.625000 Penalty: 4834.052246
	Iteration 111Q: 3 clusters Score -1938476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1938473.375000 Penalty: 4834.052246
	Iteration 112Q: 3 clusters Score -1938473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1938474.750000 Penalty: 4834.052246
	Iteration 113Q: 3 clusters Score -1938475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1938476.750000 Penalty: 4834.052246
	Iteration 114Q: 3 clusters Score -1938477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1938476.000000 Penalty: 4834.052246
	Iteration 115Q: 3 clusters Score -1938476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1938477.750000 Penalty: 4834.052246
	Iteration 116Q: 3 clusters Score -1938478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1938480.500000 Penalty: 4834.052246
	Iteration 117Q: 3 clusters Score -1938480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1938479.625000 Penalty: 4834.052246
	Iteration 118Q: 3 clusters Score -1938480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1938477.625000 Penalty: 4834.052246
	Iteration 119Q: 3 clusters Score -1938478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1938479.000000 Penalty: 4834.052246
	Iteration 120F: 3 clusters Score -1938479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Entering Unmasked Estep 
Score: -3240553.250000 Penalty: 2522.481934
	Iteration 0F: 2 clusters Score -3240553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3222565.750000 Penalty: 5044.963867
	Iteration 0F: 3 clusters Score -3222566 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3229036.500000 Penalty: 5044.963867
	Iteration 1F: 3 clusters Score -3229036 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3229753.500000 Penalty: 5044.963867
	Iteration 2F: 3 clusters Score -3229754 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3230602.250000 Penalty: 5044.963867
	Iteration 3F: 3 clusters Score -3230602 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3231729.250000 Penalty: 5044.963867
	Iteration 4F: 3 clusters Score -3231729 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3233144.750000 Penalty: 5044.963867
	Iteration 5F: 3 clusters Score -3233145 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3234831.000000 Penalty: 5044.963867
	Iteration 6F: 3 clusters Score -3234831 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3236399.500000 Penalty: 5044.963867
	Iteration 7F: 3 clusters Score -3236400 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3237580.750000 Penalty: 5044.963867
	Iteration 8Q: 3 clusters Score -3237581 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3238354.500000 Penalty: 5044.963867
	Iteration 9Q: 3 clusters Score -3238354 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3238758.750000 Penalty: 5044.963867
	Iteration 10Q: 3 clusters Score -3238759 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3238910.750000 Penalty: 5044.963867
	Iteration 11Q: 3 clusters Score -3238911 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3238983.000000 Penalty: 5044.963867
	Iteration 12Q: 3 clusters Score -3238983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3239044.750000 Penalty: 5044.963867
	Iteration 13Q: 3 clusters Score -3239045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3239072.750000 Penalty: 5044.963867
	Iteration 14Q: 3 clusters Score -3239073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3239082.250000 Penalty: 5044.963867
	Iteration 15Q: 3 clusters Score -3239082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3239093.250000 Penalty: 5044.963867
	Iteration 16Q: 3 clusters Score -3239093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3239091.250000 Penalty: 5044.963867
	Iteration 17Q: 3 clusters Score -3239091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3239098.750000 Penalty: 5044.963867
	Iteration 18Q: 3 clusters Score -3239099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3239095.250000 Penalty: 5044.963867
	Iteration 19Q: 3 clusters Score -3239095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3239097.000000 Penalty: 5044.963867
	Iteration 20F: 3 clusters Score -3239097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3239096.250000 Penalty: 5044.963867
	Iteration 21Q: 3 clusters Score -3239096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3239096.250000 Penalty: 5044.963867
	Iteration 22F: 3 clusters Score -3239096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Entering Unmasked Estep 
Score: -9655937.000000 Penalty: 2804.421143
	Iteration 0F: 2 clusters Score -9655937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -9601428.000000 Penalty: 5608.842285
	Iteration 0F: 3 clusters Score -9601428 nChanged 38291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -9623519.000000 Penalty: 5608.842285
	Iteration 1F: 3 clusters Score -9623519 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -9624603.000000 Penalty: 5608.842285
	Iteration 2Q: 3 clusters Score -9624603 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -9626001.000000 Penalty: 5608.842285
	Iteration 3Q: 3 clusters Score -9626001 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9627520.000000 Penalty: 5608.842285
	Iteration 4Q: 3 clusters Score -9627520 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -9629428.000000 Penalty: 5608.842285
	Iteration 5Q: 3 clusters Score -9629428 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -9631835.000000 Penalty: 5608.842285
	Iteration 6F: 3 clusters Score -9631835 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -9634853.000000 Penalty: 5608.842285
	Iteration 7F: 3 clusters Score -9634853 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -9638515.000000 Penalty: 5608.842285
	Iteration 8F: 3 clusters Score -9638515 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -9642022.000000 Penalty: 5608.842285
	Iteration 9F: 3 clusters Score -9642022 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -9644815.000000 Penalty: 5608.842285
	Iteration 10Q: 3 clusters Score -9644815 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -9646642.000000 Penalty: 5608.842285
	Iteration 11Q: 3 clusters Score -9646642 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -9647900.000000 Penalty: 5608.842285
	Iteration 12Q: 3 clusters Score -9647900 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -9648840.000000 Penalty: 5608.842285
	Iteration 13Q: 3 clusters Score -9648840 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -9649558.000000 Penalty: 5608.842285
	Iteration 14Q: 3 clusters Score -9649558 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -9650161.000000 Penalty: 5608.842285
	Iteration 15Q: 3 clusters Score -9650161 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -9650699.000000 Penalty: 5608.842285
	Iteration 16Q: 3 clusters Score -9650699 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -9651208.000000 Penalty: 5608.842285
	Iteration 17Q: 3 clusters Score -9651208 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -9651637.000000 Penalty: 5608.842285
	Iteration 18Q: 3 clusters Score -9651637 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -9652003.000000 Penalty: 5608.842285
	Iteration 19Q: 3 clusters Score -9652003 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9652295.000000 Penalty: 5608.842285
	Iteration 20F: 3 clusters Score -9652295 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9652575.000000 Penalty: 5608.842285
	Iteration 21Q: 3 clusters Score -9652575 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9652843.000000 Penalty: 5608.842285
	Iteration 22Q: 3 clusters Score -9652843 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9652993.000000 Penalty: 5608.842285
	Iteration 23Q: 3 clusters Score -9652993 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9653124.000000 Penalty: 5608.842285
	Iteration 24Q: 3 clusters Score -9653124 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9653236.000000 Penalty: 5608.842285
	Iteration 25Q: 3 clusters Score -9653236 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9653304.000000 Penalty: 5608.842285
	Iteration 26Q: 3 clusters Score -9653304 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9653376.000000 Penalty: 5608.842285
	Iteration 27Q: 3 clusters Score -9653376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9653412.000000 Penalty: 5608.842285
	Iteration 28Q: 3 clusters Score -9653412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9653442.000000 Penalty: 5608.842285
	Iteration 29Q: 3 clusters Score -9653442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9653443.000000 Penalty: 5608.842285
	Iteration 30Q: 3 clusters Score -9653443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9653484.000000 Penalty: 5608.842285
	Iteration 31Q: 3 clusters Score -9653484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9653496.000000 Penalty: 5608.842285
	Iteration 32Q: 3 clusters Score -9653496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9653516.000000 Penalty: 5608.842285
	Iteration 33Q: 3 clusters Score -9653516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9653519.000000 Penalty: 5608.842285
	Iteration 34Q: 3 clusters Score -9653519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9653548.000000 Penalty: 5608.842285
	Iteration 35Q: 3 clusters Score -9653548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9653563.000000 Penalty: 5608.842285
	Iteration 36Q: 3 clusters Score -9653563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9653576.000000 Penalty: 5608.842285
	Iteration 37Q: 3 clusters Score -9653576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9653590.000000 Penalty: 5608.842285
	Iteration 38Q: 3 clusters Score -9653590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9653600.000000 Penalty: 5608.842285
	Iteration 39Q: 3 clusters Score -9653600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9653602.000000 Penalty: 5608.842285
	Iteration 40F: 3 clusters Score -9653602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9653607.000000 Penalty: 5608.842285
	Iteration 41Q: 3 clusters Score -9653607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9653603.000000 Penalty: 5608.842285
	Iteration 42Q: 3 clusters Score -9653603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9653599.000000 Penalty: 5608.842285
	Iteration 43Q: 3 clusters Score -9653599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9653606.000000 Penalty: 5608.842285
	Iteration 44Q: 3 clusters Score -9653606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9653606.000000 Penalty: 5608.842285
	Iteration 45F: 3 clusters Score -9653606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Entering Unmasked Estep 
Score: -2448437.000000 Penalty: 2468.294922
	Iteration 0F: 2 clusters Score -2448437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2433789.500000 Penalty: 4936.589844
	Iteration 0F: 3 clusters Score -2433790 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2439082.000000 Penalty: 4936.589844
	Iteration 1F: 3 clusters Score -2439082 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2439889.500000 Penalty: 4936.589844
	Iteration 2F: 3 clusters Score -2439890 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2440869.000000 Penalty: 4936.589844
	Iteration 3F: 3 clusters Score -2440869 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2441982.000000 Penalty: 4936.589844
	Iteration 4F: 3 clusters Score -2441982 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2443040.000000 Penalty: 4936.589844
	Iteration 5F: 3 clusters Score -2443040 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2443947.250000 Penalty: 4936.589844
	Iteration 6F: 3 clusters Score -2443947 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2444703.750000 Penalty: 4936.589844
	Iteration 7F: 3 clusters Score -2444704 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2445290.250000 Penalty: 4936.589844
	Iteration 8Q: 3 clusters Score -2445290 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2445685.750000 Penalty: 4936.589844
	Iteration 9Q: 3 clusters Score -2445686 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2445965.500000 Penalty: 4936.589844
	Iteration 10Q: 3 clusters Score -2445966 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2446151.000000 Penalty: 4936.589844
	Iteration 11Q: 3 clusters Score -2446151 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2446282.000000 Penalty: 4936.589844
	Iteration 12Q: 3 clusters Score -2446282 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2446370.000000 Penalty: 4936.589844
	Iteration 13Q: 3 clusters Score -2446370 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2446425.500000 Penalty: 4936.589844
	Iteration 14Q: 3 clusters Score -2446426 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2446465.750000 Penalty: 4936.589844
	Iteration 15Q: 3 clusters Score -2446466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2446477.750000 Penalty: 4936.589844
	Iteration 16Q: 3 clusters Score -2446478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2446497.500000 Penalty: 4936.589844
	Iteration 17Q: 3 clusters Score -2446498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2446506.000000 Penalty: 4936.589844
	Iteration 18Q: 3 clusters Score -2446506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2446519.000000 Penalty: 4936.589844
	Iteration 19Q: 3 clusters Score -2446519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2446528.000000 Penalty: 4936.589844
	Iteration 20F: 3 clusters Score -2446528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2446526.000000 Penalty: 4936.589844
	Iteration 21Q: 3 clusters Score -2446526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2446530.000000 Penalty: 4936.589844
	Iteration 22Q: 3 clusters Score -2446530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2446538.250000 Penalty: 4936.589844
	Iteration 23Q: 3 clusters Score -2446538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2446541.750000 Penalty: 4936.589844
	Iteration 24Q: 3 clusters Score -2446542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2446548.000000 Penalty: 4936.589844
	Iteration 25Q: 3 clusters Score -2446548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2446544.750000 Penalty: 4936.589844
	Iteration 26Q: 3 clusters Score -2446545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2446550.500000 Penalty: 4936.589844
	Iteration 27Q: 3 clusters Score -2446550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2446548.500000 Penalty: 4936.589844
	Iteration 28Q: 3 clusters Score -2446548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2446553.750000 Penalty: 4936.589844
	Iteration 29Q: 3 clusters Score -2446554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2446562.500000 Penalty: 4936.589844
	Iteration 30Q: 3 clusters Score -2446562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2446559.250000 Penalty: 4936.589844
	Iteration 31Q: 3 clusters Score -2446559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2446560.250000 Penalty: 4936.589844
	Iteration 32Q: 3 clusters Score -2446560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2446564.250000 Penalty: 4936.589844
	Iteration 33Q: 3 clusters Score -2446564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2446564.750000 Penalty: 4936.589844
	Iteration 34Q: 3 clusters Score -2446565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2446564.500000 Penalty: 4936.589844
	Iteration 35Q: 3 clusters Score -2446564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2446574.250000 Penalty: 4936.589844
	Iteration 36Q: 3 clusters Score -2446574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2446574.750000 Penalty: 4936.589844
	Iteration 37Q: 3 clusters Score -2446575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2446575.500000 Penalty: 4936.589844
	Iteration 38Q: 3 clusters Score -2446576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2446576.250000 Penalty: 4936.589844
	Iteration 39Q: 3 clusters Score -2446576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2446575.750000 Penalty: 4936.589844
	Iteration 40F: 3 clusters Score -2446576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2446574.250000 Penalty: 4936.589844
	Iteration 41Q: 3 clusters Score -2446574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2446575.500000 Penalty: 4936.589844
	Iteration 42Q: 3 clusters Score -2446576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2446575.000000 Penalty: 4936.589844
	Iteration 43Q: 3 clusters Score -2446575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2446574.750000 Penalty: 4936.589844
	Iteration 44Q: 3 clusters Score -2446575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2446572.000000 Penalty: 4936.589844
	Iteration 45Q: 3 clusters Score -2446572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2446573.250000 Penalty: 4936.589844
	Iteration 46Q: 3 clusters Score -2446573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2446572.750000 Penalty: 4936.589844
	Iteration 47Q: 3 clusters Score -2446573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2446573.250000 Penalty: 4936.589844
	Iteration 48Q: 3 clusters Score -2446573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2446573.250000 Penalty: 4936.589844
	Iteration 49F: 3 clusters Score -2446573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Entering Unmasked Estep 
Score: -473938.906250 Penalty: 2075.378418
	Iteration 0F: 2 clusters Score -473938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -469905.500000 Penalty: 4150.756836
	Iteration 0F: 3 clusters Score -469905.5 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -471118.718750 Penalty: 4150.756836
	Iteration 1F: 3 clusters Score -471118.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -471559.812500 Penalty: 4150.756836
	Iteration 2F: 3 clusters Score -471559.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -471857.093750 Penalty: 4150.756836
	Iteration 3F: 3 clusters Score -471857.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -472122.312500 Penalty: 4150.756836
	Iteration 4F: 3 clusters Score -472122.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -472389.156250 Penalty: 4150.756836
	Iteration 5F: 3 clusters Score -472389.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -472691.781250 Penalty: 4150.756836
	Iteration 6F: 3 clusters Score -472691.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -472953.750000 Penalty: 4150.756836
	Iteration 7F: 3 clusters Score -472953.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -473115.625000 Penalty: 4150.756836
	Iteration 8Q: 3 clusters Score -473115.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -473206.156250 Penalty: 4150.756836
	Iteration 9Q: 3 clusters Score -473206.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -473250.281250 Penalty: 4150.756836
	Iteration 10Q: 3 clusters Score -473250.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -473284.562500 Penalty: 4150.756836
	Iteration 11Q: 3 clusters Score -473284.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -473309.750000 Penalty: 4150.756836
	Iteration 12Q: 3 clusters Score -473309.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -473324.343750 Penalty: 4150.756836
	Iteration 13Q: 3 clusters Score -473324.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -473334.187500 Penalty: 4150.756836
	Iteration 14Q: 3 clusters Score -473334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -473340.062500 Penalty: 4150.756836
	Iteration 15Q: 3 clusters Score -473340.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -473347.468750 Penalty: 4150.756836
	Iteration 16Q: 3 clusters Score -473347.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -473352.593750 Penalty: 4150.756836
	Iteration 17Q: 3 clusters Score -473352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -473356.718750 Penalty: 4150.756836
	Iteration 18Q: 3 clusters Score -473356.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -473360.125000 Penalty: 4150.756836
	Iteration 19Q: 3 clusters Score -473360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -473363.906250 Penalty: 4150.756836
	Iteration 20F: 3 clusters Score -473363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -473365.468750 Penalty: 4150.756836
	Iteration 21Q: 3 clusters Score -473365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -473366.406250 Penalty: 4150.756836
	Iteration 22Q: 3 clusters Score -473366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -473367.625000 Penalty: 4150.756836
	Iteration 23Q: 3 clusters Score -473367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -473367.187500 Penalty: 4150.756836
	Iteration 24Q: 3 clusters Score -473367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -473368.437500 Penalty: 4150.756836
	Iteration 25Q: 3 clusters Score -473368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -473368.437500 Penalty: 4150.756836
	Iteration 26F: 3 clusters Score -473368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -167691.515625 Penalty: 1824.990112
	Iteration 0F: 2 clusters Score -167691.5 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 801 members 
Entering Unmasked Estep 
Score: -165420.609375 Penalty: 3649.980225
	Iteration 0F: 3 clusters Score -165420.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165993.859375 Penalty: 3649.980225
	Iteration 1F: 3 clusters Score -165993.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166265.750000 Penalty: 3649.980225
	Iteration 2F: 3 clusters Score -166265.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -166443.250000 Penalty: 3649.980225
	Iteration 3F: 3 clusters Score -166443.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166580.328125 Penalty: 3649.980225
	Iteration 4F: 3 clusters Score -166580.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166742.203125 Penalty: 3649.980225
	Iteration 5F: 3 clusters Score -166742.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -167023.437500 Penalty: 3649.980225
	Iteration 6F: 3 clusters Score -167023.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -167273.281250 Penalty: 3649.980225
	Iteration 7F: 3 clusters Score -167273.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167515.765625 Penalty: 3649.980225
	Iteration 8F: 3 clusters Score -167515.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -167693.671875 Penalty: 3649.980225
	Iteration 9Q: 3 clusters Score -167693.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167834.312500 Penalty: 3649.980225
	Iteration 10Q: 3 clusters Score -167834.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -167930.437500 Penalty: 3649.980225
	Iteration 11Q: 3 clusters Score -167930.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -167991.046875 Penalty: 3649.980225
	Iteration 12Q: 3 clusters Score -167991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -168050.000000 Penalty: 3649.980225
	Iteration 13Q: 3 clusters Score -168050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -168143.656250 Penalty: 3649.980225
	Iteration 14Q: 3 clusters Score -168143.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -168251.890625 Penalty: 3649.980225
	Iteration 15Q: 3 clusters Score -168251.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -168311.906250 Penalty: 3649.980225
	Iteration 16Q: 3 clusters Score -168311.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -168335.609375 Penalty: 3649.980225
	Iteration 17Q: 3 clusters Score -168335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168341.437500 Penalty: 3649.980225
	Iteration 18Q: 3 clusters Score -168341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168345.906250 Penalty: 3649.980225
	Iteration 19Q: 3 clusters Score -168345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -168347.156250 Penalty: 3649.980225
	Iteration 20F: 3 clusters Score -168347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168348.265625 Penalty: 3649.980225
	Iteration 21Q: 3 clusters Score -168348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168349.187500 Penalty: 3649.980225
	Iteration 22Q: 3 clusters Score -168349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168349.187500 Penalty: 3649.980225
	Iteration 23F: 3 clusters Score -168349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166449 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258966 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26873 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 47327 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73078 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12774 members 
Mstep: Class 36 contains 727 members 
Entering Unmasked Estep 
Score: -205568768.000000 Penalty: 128518.421875
Splitting cluster 20 changes total score from -205569632.000000 to -205568768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (22452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Entering Unmasked Estep 
Score: -2678478.500000 Penalty: 2484.745361
	Iteration 0F: 2 clusters Score -2678478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2662858.250000 Penalty: 4969.490723
	Iteration 0F: 3 clusters Score -2662858 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2668446.500000 Penalty: 4969.490723
	Iteration 1F: 3 clusters Score -2668446 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2669212.000000 Penalty: 4969.490723
	Iteration 2F: 3 clusters Score -2669212 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2670096.750000 Penalty: 4969.490723
	Iteration 3F: 3 clusters Score -2670097 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2671108.000000 Penalty: 4969.490723
	Iteration 4F: 3 clusters Score -2671108 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2672203.750000 Penalty: 4969.490723
	Iteration 5F: 3 clusters Score -2672204 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2673230.750000 Penalty: 4969.490723
	Iteration 6F: 3 clusters Score -2673231 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2674085.500000 Penalty: 4969.490723
	Iteration 7F: 3 clusters Score -2674086 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2674742.000000 Penalty: 4969.490723
	Iteration 8Q: 3 clusters Score -2674742 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2675282.000000 Penalty: 4969.490723
	Iteration 9Q: 3 clusters Score -2675282 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2675686.500000 Penalty: 4969.490723
	Iteration 10Q: 3 clusters Score -2675686 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2675963.000000 Penalty: 4969.490723
	Iteration 11Q: 3 clusters Score -2675963 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2676144.750000 Penalty: 4969.490723
	Iteration 12Q: 3 clusters Score -2676145 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2676259.750000 Penalty: 4969.490723
	Iteration 13Q: 3 clusters Score -2676260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2676332.000000 Penalty: 4969.490723
	Iteration 14Q: 3 clusters Score -2676332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2676390.250000 Penalty: 4969.490723
	Iteration 15Q: 3 clusters Score -2676390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2676424.500000 Penalty: 4969.490723
	Iteration 16Q: 3 clusters Score -2676424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2676443.000000 Penalty: 4969.490723
	Iteration 17Q: 3 clusters Score -2676443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2676453.000000 Penalty: 4969.490723
	Iteration 18Q: 3 clusters Score -2676453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2676469.250000 Penalty: 4969.490723
	Iteration 19Q: 3 clusters Score -2676469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2676480.750000 Penalty: 4969.490723
	Iteration 20F: 3 clusters Score -2676481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2676484.750000 Penalty: 4969.490723
	Iteration 21Q: 3 clusters Score -2676485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2676487.500000 Penalty: 4969.490723
	Iteration 22Q: 3 clusters Score -2676488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2676492.000000 Penalty: 4969.490723
	Iteration 23Q: 3 clusters Score -2676492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2676494.750000 Penalty: 4969.490723
	Iteration 24Q: 3 clusters Score -2676495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2676509.500000 Penalty: 4969.490723
	Iteration 25Q: 3 clusters Score -2676510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2676516.750000 Penalty: 4969.490723
	Iteration 26Q: 3 clusters Score -2676517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2676524.250000 Penalty: 4969.490723
	Iteration 27Q: 3 clusters Score -2676524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2676528.250000 Penalty: 4969.490723
	Iteration 28Q: 3 clusters Score -2676528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2676534.500000 Penalty: 4969.490723
	Iteration 29Q: 3 clusters Score -2676534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2676538.250000 Penalty: 4969.490723
	Iteration 30Q: 3 clusters Score -2676538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2676546.000000 Penalty: 4969.490723
	Iteration 31Q: 3 clusters Score -2676546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2676548.750000 Penalty: 4969.490723
	Iteration 32Q: 3 clusters Score -2676549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2676556.000000 Penalty: 4969.490723
	Iteration 33Q: 3 clusters Score -2676556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2676563.250000 Penalty: 4969.490723
	Iteration 34Q: 3 clusters Score -2676563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2676563.500000 Penalty: 4969.490723
	Iteration 35Q: 3 clusters Score -2676564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2676570.500000 Penalty: 4969.490723
	Iteration 36Q: 3 clusters Score -2676570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2676569.000000 Penalty: 4969.490723
	Iteration 37Q: 3 clusters Score -2676569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2676567.750000 Penalty: 4969.490723
	Iteration 38Q: 3 clusters Score -2676568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2676570.250000 Penalty: 4969.490723
	Iteration 39Q: 3 clusters Score -2676570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2676570.250000 Penalty: 4969.490723
	Iteration 40F: 3 clusters Score -2676570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172557 members 
Entering Unmasked Estep 
Score: -20671070.000000 Penalty: 2990.503906
	Iteration 0F: 2 clusters Score -2.067107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -20557238.000000 Penalty: 5981.007812
	Iteration 0F: 3 clusters Score -2.055724e+07 nChanged 82592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -20606206.000000 Penalty: 5981.007812
	Iteration 1F: 3 clusters Score -2.060621e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -20607810.000000 Penalty: 5981.007812
	Iteration 2Q: 3 clusters Score -2.060781e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -20610232.000000 Penalty: 5981.007812
	Iteration 3Q: 3 clusters Score -2.061023e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -20613392.000000 Penalty: 5981.007812
	Iteration 4Q: 3 clusters Score -2.061339e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -20618078.000000 Penalty: 5981.007812
	Iteration 5F: 3 clusters Score -2.061808e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -20624732.000000 Penalty: 5981.007812
	Iteration 6F: 3 clusters Score -2.062473e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -20633728.000000 Penalty: 5981.007812
	Iteration 7F: 3 clusters Score -2.063373e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -20643148.000000 Penalty: 5981.007812
	Iteration 8F: 3 clusters Score -2.064315e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 128499 members 
Entering Unmasked Estep 
Score: -20650608.000000 Penalty: 5981.007812
	Iteration 9F: 3 clusters Score -2.065061e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -20655146.000000 Penalty: 5981.007812
	Iteration 10Q: 3 clusters Score -2.065515e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -20658042.000000 Penalty: 5981.007812
	Iteration 11Q: 3 clusters Score -2.065804e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 137598 members 
Entering Unmasked Estep 
Score: -20659826.000000 Penalty: 5981.007812
	Iteration 12Q: 3 clusters Score -2.065983e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -20661034.000000 Penalty: 5981.007812
	Iteration 13Q: 3 clusters Score -2.066103e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 141421 members 
Entering Unmasked Estep 
Score: -20661910.000000 Penalty: 5981.007812
	Iteration 14Q: 3 clusters Score -2.066191e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 143082 members 
Entering Unmasked Estep 
Score: -20662680.000000 Penalty: 5981.007812
	Iteration 15Q: 3 clusters Score -2.066268e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -20663152.000000 Penalty: 5981.007812
	Iteration 16Q: 3 clusters Score -2.066315e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 146126 members 
Entering Unmasked Estep 
Score: -20663776.000000 Penalty: 5981.007812
	Iteration 17Q: 3 clusters Score -2.066378e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 147478 members 
Entering Unmasked Estep 
Score: -20664398.000000 Penalty: 5981.007812
	Iteration 18Q: 3 clusters Score -2.06644e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 148736 members 
Entering Unmasked Estep 
Score: -20664942.000000 Penalty: 5981.007812
	Iteration 19Q: 3 clusters Score -2.066494e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 149908 members 
Entering Unmasked Estep 
Score: -20665298.000000 Penalty: 5981.007812
	Iteration 20F: 3 clusters Score -2.06653e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -20665578.000000 Penalty: 5981.007812
	Iteration 21Q: 3 clusters Score -2.066558e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -20665810.000000 Penalty: 5981.007812
	Iteration 22Q: 3 clusters Score -2.066581e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -20666080.000000 Penalty: 5981.007812
	Iteration 23Q: 3 clusters Score -2.066608e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 154032 members 
Entering Unmasked Estep 
Score: -20666388.000000 Penalty: 5981.007812
	Iteration 24Q: 3 clusters Score -2.066639e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -20666568.000000 Penalty: 5981.007812
	Iteration 25Q: 3 clusters Score -2.066657e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 155859 members 
Entering Unmasked Estep 
Score: -20666900.000000 Penalty: 5981.007812
	Iteration 26Q: 3 clusters Score -2.06669e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 156739 members 
Entering Unmasked Estep 
Score: -20667190.000000 Penalty: 5981.007812
	Iteration 27Q: 3 clusters Score -2.066719e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -20667412.000000 Penalty: 5981.007812
	Iteration 28Q: 3 clusters Score -2.066741e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -20667546.000000 Penalty: 5981.007812
	Iteration 29Q: 3 clusters Score -2.066755e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -20667722.000000 Penalty: 5981.007812
	Iteration 30Q: 3 clusters Score -2.066772e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 159618 members 
Entering Unmasked Estep 
Score: -20667854.000000 Penalty: 5981.007812
	Iteration 31Q: 3 clusters Score -2.066785e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -20668020.000000 Penalty: 5981.007812
	Iteration 32Q: 3 clusters Score -2.066802e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -20668170.000000 Penalty: 5981.007812
	Iteration 33Q: 3 clusters Score -2.066817e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -20668188.000000 Penalty: 5981.007812
	Iteration 34Q: 3 clusters Score -2.066819e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
Score: -20668340.000000 Penalty: 5981.007812
	Iteration 35Q: 3 clusters Score -2.066834e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 162321 members 
Entering Unmasked Estep 
Score: -20668496.000000 Penalty: 5981.007812
	Iteration 36Q: 3 clusters Score -2.06685e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 162788 members 
Entering Unmasked Estep 
Score: -20668596.000000 Penalty: 5981.007812
	Iteration 37Q: 3 clusters Score -2.06686e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -20668710.000000 Penalty: 5981.007812
	Iteration 38Q: 3 clusters Score -2.066871e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 163591 members 
Entering Unmasked Estep 
Score: -20668698.000000 Penalty: 5981.007812
	Iteration 39Q: 3 clusters Score -2.06687e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 163914 members 
Entering Unmasked Estep 
Score: -20668732.000000 Penalty: 5981.007812
	Iteration 40F: 3 clusters Score -2.066873e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -20668778.000000 Penalty: 5981.007812
	Iteration 41Q: 3 clusters Score -2.066878e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -20668814.000000 Penalty: 5981.007812
	Iteration 42Q: 3 clusters Score -2.066881e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 164791 members 
Entering Unmasked Estep 
Score: -20668834.000000 Penalty: 5981.007812
	Iteration 43Q: 3 clusters Score -2.066883e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 165026 members 
Entering Unmasked Estep 
Score: -20668906.000000 Penalty: 5981.007812
	Iteration 44Q: 3 clusters Score -2.066891e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -20668874.000000 Penalty: 5981.007812
	Iteration 45Q: 3 clusters Score -2.066887e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -20668866.000000 Penalty: 5981.007812
	Iteration 46Q: 3 clusters Score -2.066887e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 165713 members 
Entering Unmasked Estep 
Score: -20668966.000000 Penalty: 5981.007812
	Iteration 47Q: 3 clusters Score -2.066897e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -20668968.000000 Penalty: 5981.007812
	Iteration 48Q: 3 clusters Score -2.066897e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 166121 members 
Entering Unmasked Estep 
Score: -20668972.000000 Penalty: 5981.007812
	Iteration 49Q: 3 clusters Score -2.066897e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 166300 members 
Entering Unmasked Estep 
Score: -20668998.000000 Penalty: 5981.007812
	Iteration 50Q: 3 clusters Score -2.0669e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -20669042.000000 Penalty: 5981.007812
	Iteration 51Q: 3 clusters Score -2.066904e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -20669054.000000 Penalty: 5981.007812
	Iteration 52Q: 3 clusters Score -2.066905e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -20669040.000000 Penalty: 5981.007812
	Iteration 53Q: 3 clusters Score -2.066904e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -20669102.000000 Penalty: 5981.007812
	Iteration 54Q: 3 clusters Score -2.06691e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -20669150.000000 Penalty: 5981.007812
	Iteration 55Q: 3 clusters Score -2.066915e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -20669134.000000 Penalty: 5981.007812
	Iteration 56Q: 3 clusters Score -2.066913e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 167340 members 
Entering Unmasked Estep 
Score: -20669142.000000 Penalty: 5981.007812
	Iteration 57Q: 3 clusters Score -2.066914e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 167446 members 
Entering Unmasked Estep 
Score: -20669128.000000 Penalty: 5981.007812
	Iteration 58Q: 3 clusters Score -2.066913e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -20669146.000000 Penalty: 5981.007812
	Iteration 59Q: 3 clusters Score -2.066915e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -20669188.000000 Penalty: 5981.007812
	Iteration 60F: 3 clusters Score -2.066919e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 167727 members 
Entering Unmasked Estep 
Score: -20669164.000000 Penalty: 5981.007812
	Iteration 61Q: 3 clusters Score -2.066916e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 167814 members 
Entering Unmasked Estep 
Score: -20669172.000000 Penalty: 5981.007812
	Iteration 62Q: 3 clusters Score -2.066917e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -20669158.000000 Penalty: 5981.007812
	Iteration 63Q: 3 clusters Score -2.066916e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 167961 members 
Entering Unmasked Estep 
Score: -20669168.000000 Penalty: 5981.007812
	Iteration 64Q: 3 clusters Score -2.066917e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -20669176.000000 Penalty: 5981.007812
	Iteration 65Q: 3 clusters Score -2.066918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 168085 members 
Entering Unmasked Estep 
Score: -20669204.000000 Penalty: 5981.007812
	Iteration 66Q: 3 clusters Score -2.06692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 168153 members 
Entering Unmasked Estep 
Score: -20669202.000000 Penalty: 5981.007812
	Iteration 67Q: 3 clusters Score -2.06692e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -20669208.000000 Penalty: 5981.007812
	Iteration 68Q: 3 clusters Score -2.066921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 168256 members 
Entering Unmasked Estep 
Score: -20669236.000000 Penalty: 5981.007812
	Iteration 69Q: 3 clusters Score -2.066924e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 168294 members 
Entering Unmasked Estep 
Score: -20669204.000000 Penalty: 5981.007812
	Iteration 70Q: 3 clusters Score -2.06692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 168326 members 
Entering Unmasked Estep 
Score: -20669214.000000 Penalty: 5981.007812
	Iteration 71Q: 3 clusters Score -2.066921e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 168353 members 
Entering Unmasked Estep 
Score: -20669240.000000 Penalty: 5981.007812
	Iteration 72Q: 3 clusters Score -2.066924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 168369 members 
Entering Unmasked Estep 
Score: -20669220.000000 Penalty: 5981.007812
	Iteration 73Q: 3 clusters Score -2.066922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -20669200.000000 Penalty: 5981.007812
	Iteration 74Q: 3 clusters Score -2.06692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -20669180.000000 Penalty: 5981.007812
	Iteration 75Q: 3 clusters Score -2.066918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -20669188.000000 Penalty: 5981.007812
	Iteration 76Q: 3 clusters Score -2.066919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 168403 members 
Entering Unmasked Estep 
Score: -20669208.000000 Penalty: 5981.007812
	Iteration 77Q: 3 clusters Score -2.066921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -20669214.000000 Penalty: 5981.007812
	Iteration 78Q: 3 clusters Score -2.066921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 168422 members 
Entering Unmasked Estep 
Score: -20669224.000000 Penalty: 5981.007812
	Iteration 79Q: 3 clusters Score -2.066922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 168432 members 
Entering Unmasked Estep 
Score: -20669222.000000 Penalty: 5981.007812
	Iteration 80F: 3 clusters Score -2.066922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -20669224.000000 Penalty: 5981.007812
	Iteration 81Q: 3 clusters Score -2.066922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -20669232.000000 Penalty: 5981.007812
	Iteration 82Q: 3 clusters Score -2.066923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -20669224.000000 Penalty: 5981.007812
	Iteration 83Q: 3 clusters Score -2.066922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 168476 members 
Entering Unmasked Estep 
Score: -20669248.000000 Penalty: 5981.007812
	Iteration 84Q: 3 clusters Score -2.066925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -20669254.000000 Penalty: 5981.007812
	Iteration 85Q: 3 clusters Score -2.066925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 168492 members 
Entering Unmasked Estep 
Score: -20669254.000000 Penalty: 5981.007812
	Iteration 86Q: 3 clusters Score -2.066925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -20669238.000000 Penalty: 5981.007812
	Iteration 87Q: 3 clusters Score -2.066924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 168501 members 
Entering Unmasked Estep 
Score: -20669240.000000 Penalty: 5981.007812
	Iteration 88Q: 3 clusters Score -2.066924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -20669228.000000 Penalty: 5981.007812
	Iteration 89Q: 3 clusters Score -2.066923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 168514 members 
Entering Unmasked Estep 
Score: -20669232.000000 Penalty: 5981.007812
	Iteration 90Q: 3 clusters Score -2.066923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -20669236.000000 Penalty: 5981.007812
	Iteration 91Q: 3 clusters Score -2.066924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 168529 members 
Entering Unmasked Estep 
Score: -20669238.000000 Penalty: 5981.007812
	Iteration 92Q: 3 clusters Score -2.066924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 168536 members 
Entering Unmasked Estep 
Score: -20669232.000000 Penalty: 5981.007812
	Iteration 93Q: 3 clusters Score -2.066923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -20669222.000000 Penalty: 5981.007812
	Iteration 94Q: 3 clusters Score -2.066922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -20669234.000000 Penalty: 5981.007812
	Iteration 95Q: 3 clusters Score -2.066923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 168558 members 
Entering Unmasked Estep 
Score: -20669218.000000 Penalty: 5981.007812
	Iteration 96Q: 3 clusters Score -2.066922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 168567 members 
Entering Unmasked Estep 
Score: -20669220.000000 Penalty: 5981.007812
	Iteration 97Q: 3 clusters Score -2.066922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 168573 members 
Entering Unmasked Estep 
Score: -20669216.000000 Penalty: 5981.007812
	Iteration 98Q: 3 clusters Score -2.066922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 168580 members 
Entering Unmasked Estep 
Score: -20669218.000000 Penalty: 5981.007812
	Iteration 99Q: 3 clusters Score -2.066922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 168586 members 
Entering Unmasked Estep 
Score: -20669208.000000 Penalty: 5981.007812
	Iteration 100F: 3 clusters Score -2.066921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -20669230.000000 Penalty: 5981.007812
	Iteration 101Q: 3 clusters Score -2.066923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -20669224.000000 Penalty: 5981.007812
	Iteration 102Q: 3 clusters Score -2.066922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -20669226.000000 Penalty: 5981.007812
	Iteration 103Q: 3 clusters Score -2.066923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 168623 members 
Entering Unmasked Estep 
Score: -20669228.000000 Penalty: 5981.007812
	Iteration 104Q: 3 clusters Score -2.066923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 168631 members 
Entering Unmasked Estep 
Score: -20669230.000000 Penalty: 5981.007812
	Iteration 105Q: 3 clusters Score -2.066923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 168642 members 
Entering Unmasked Estep 
Score: -20669234.000000 Penalty: 5981.007812
	Iteration 106Q: 3 clusters Score -2.066923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -20669228.000000 Penalty: 5981.007812
	Iteration 107Q: 3 clusters Score -2.066923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -20669258.000000 Penalty: 5981.007812
	Iteration 108Q: 3 clusters Score -2.066926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 168678 members 
Entering Unmasked Estep 
Score: -20669270.000000 Penalty: 5981.007812
	Iteration 109Q: 3 clusters Score -2.066927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -20669238.000000 Penalty: 5981.007812
	Iteration 110Q: 3 clusters Score -2.066924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20669246.000000 Penalty: 5981.007812
	Iteration 111Q: 3 clusters Score -2.066925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 168695 members 
Entering Unmasked Estep 
Score: -20669252.000000 Penalty: 5981.007812
	Iteration 112Q: 3 clusters Score -2.066925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -20669244.000000 Penalty: 5981.007812
	Iteration 113Q: 3 clusters Score -2.066924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 168704 members 
Entering Unmasked Estep 
Score: -20669242.000000 Penalty: 5981.007812
	Iteration 114Q: 3 clusters Score -2.066924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 168709 members 
Entering Unmasked Estep 
Score: -20669252.000000 Penalty: 5981.007812
	Iteration 115Q: 3 clusters Score -2.066925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 168710 members 
Entering Unmasked Estep 
Score: -20669254.000000 Penalty: 5981.007812
	Iteration 116Q: 3 clusters Score -2.066925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 168710 members 
Entering Unmasked Estep 
Score: -20669254.000000 Penalty: 5981.007812
	Iteration 117F: 3 clusters Score -2.066925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Entering Unmasked Estep 
Score: -3051195.250000 Penalty: 2529.321533
	Iteration 0F: 2 clusters Score -3051195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3032580.000000 Penalty: 5058.643066
	Iteration 0F: 3 clusters Score -3032580 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3039115.000000 Penalty: 5058.643066
	Iteration 1F: 3 clusters Score -3039115 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3039618.500000 Penalty: 5058.643066
	Iteration 2Q: 3 clusters Score -3039618 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3040193.750000 Penalty: 5058.643066
	Iteration 3Q: 3 clusters Score -3040194 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3040887.500000 Penalty: 5058.643066
	Iteration 4F: 3 clusters Score -3040888 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3041596.750000 Penalty: 5058.643066
	Iteration 5F: 3 clusters Score -3041597 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3042389.500000 Penalty: 5058.643066
	Iteration 6F: 3 clusters Score -3042390 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3043208.500000 Penalty: 5058.643066
	Iteration 7F: 3 clusters Score -3043208 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3044023.000000 Penalty: 5058.643066
	Iteration 8F: 3 clusters Score -3044023 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3044708.250000 Penalty: 5058.643066
	Iteration 9Q: 3 clusters Score -3044708 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3045283.750000 Penalty: 5058.643066
	Iteration 10Q: 3 clusters Score -3045284 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3045778.250000 Penalty: 5058.643066
	Iteration 11Q: 3 clusters Score -3045778 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3046214.750000 Penalty: 5058.643066
	Iteration 12Q: 3 clusters Score -3046215 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3046689.250000 Penalty: 5058.643066
	Iteration 13Q: 3 clusters Score -3046689 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3047193.000000 Penalty: 5058.643066
	Iteration 14Q: 3 clusters Score -3047193 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3047823.500000 Penalty: 5058.643066
	Iteration 15Q: 3 clusters Score -3047824 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3048487.500000 Penalty: 5058.643066
	Iteration 16Q: 3 clusters Score -3048488 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3049214.000000 Penalty: 5058.643066
	Iteration 17Q: 3 clusters Score -3049214 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3049910.750000 Penalty: 5058.643066
	Iteration 18Q: 3 clusters Score -3049911 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3050338.500000 Penalty: 5058.643066
	Iteration 19Q: 3 clusters Score -3050338 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3050590.250000 Penalty: 5058.643066
	Iteration 20F: 3 clusters Score -3050590 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3050753.000000 Penalty: 5058.643066
	Iteration 21Q: 3 clusters Score -3050753 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3050835.250000 Penalty: 5058.643066
	Iteration 22Q: 3 clusters Score -3050835 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3050901.500000 Penalty: 5058.643066
	Iteration 23Q: 3 clusters Score -3050902 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3050993.250000 Penalty: 5058.643066
	Iteration 24Q: 3 clusters Score -3050993 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3051181.250000 Penalty: 5058.643066
	Iteration 25Q: 3 clusters Score -3051181 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3051435.250000 Penalty: 5058.643066
	Iteration 26Q: 3 clusters Score -3051435 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3051672.500000 Penalty: 5058.643066
	Iteration 27Q: 3 clusters Score -3051672 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3051798.000000 Penalty: 5058.643066
	Iteration 28Q: 3 clusters Score -3051798 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3051865.250000 Penalty: 5058.643066
	Iteration 29Q: 3 clusters Score -3051865 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3051907.750000 Penalty: 5058.643066
	Iteration 30Q: 3 clusters Score -3051908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3051921.500000 Penalty: 5058.643066
	Iteration 31Q: 3 clusters Score -3051922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3051927.000000 Penalty: 5058.643066
	Iteration 32Q: 3 clusters Score -3051927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3051934.500000 Penalty: 5058.643066
	Iteration 33Q: 3 clusters Score -3051934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3051932.250000 Penalty: 5058.643066
	Iteration 34Q: 3 clusters Score -3051932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3051945.500000 Penalty: 5058.643066
	Iteration 35Q: 3 clusters Score -3051946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3051942.000000 Penalty: 5058.643066
	Iteration 36Q: 3 clusters Score -3051942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3051952.000000 Penalty: 5058.643066
	Iteration 37Q: 3 clusters Score -3051952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3051952.000000 Penalty: 5058.643066
	Iteration 38Q: 3 clusters Score -3051952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3051949.500000 Penalty: 5058.643066
	Iteration 39Q: 3 clusters Score -3051950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3051956.750000 Penalty: 5058.643066
	Iteration 40F: 3 clusters Score -3051957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3051959.000000 Penalty: 5058.643066
	Iteration 41Q: 3 clusters Score -3051959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3051961.500000 Penalty: 5058.643066
	Iteration 42Q: 3 clusters Score -3051962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3051963.750000 Penalty: 5058.643066
	Iteration 43Q: 3 clusters Score -3051964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3051962.250000 Penalty: 5058.643066
	Iteration 44Q: 3 clusters Score -3051962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3051964.000000 Penalty: 5058.643066
	Iteration 45Q: 3 clusters Score -3051964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3051964.000000 Penalty: 5058.643066
	Iteration 46F: 3 clusters Score -3051964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166449 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258966 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 47327 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73078 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12774 members 
Mstep: Class 36 contains 18101 members 
Entering Unmasked Estep 
Score: -205568528.000000 Penalty: 128518.421875
Splitting cluster 23 changes total score from -205569632.000000 to -205568528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Entering Unmasked Estep 
Score: -1117839.750000 Penalty: 2289.658447
	Iteration 0F: 2 clusters Score -1117840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1109971.875000 Penalty: 4579.316895
	Iteration 0F: 3 clusters Score -1109972 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1112346.875000 Penalty: 4579.316895
	Iteration 1F: 3 clusters Score -1112347 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1112705.625000 Penalty: 4579.316895
	Iteration 2F: 3 clusters Score -1112706 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1113036.250000 Penalty: 4579.316895
	Iteration 3F: 3 clusters Score -1113036 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1113347.875000 Penalty: 4579.316895
	Iteration 4F: 3 clusters Score -1113348 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1113643.875000 Penalty: 4579.316895
	Iteration 5Q: 3 clusters Score -1113644 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1113926.875000 Penalty: 4579.316895
	Iteration 6Q: 3 clusters Score -1113927 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1114224.125000 Penalty: 4579.316895
	Iteration 7Q: 3 clusters Score -1114224 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1114475.625000 Penalty: 4579.316895
	Iteration 8Q: 3 clusters Score -1114476 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1114663.000000 Penalty: 4579.316895
	Iteration 9Q: 3 clusters Score -1114663 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1114840.375000 Penalty: 4579.316895
	Iteration 10Q: 3 clusters Score -1114840 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1114973.125000 Penalty: 4579.316895
	Iteration 11Q: 3 clusters Score -1114973 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1115088.375000 Penalty: 4579.316895
	Iteration 12Q: 3 clusters Score -1115088 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1115184.375000 Penalty: 4579.316895
	Iteration 13Q: 3 clusters Score -1115184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1115253.625000 Penalty: 4579.316895
	Iteration 14Q: 3 clusters Score -1115254 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1115310.375000 Penalty: 4579.316895
	Iteration 15Q: 3 clusters Score -1115310 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1115356.875000 Penalty: 4579.316895
	Iteration 16Q: 3 clusters Score -1115357 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1115406.250000 Penalty: 4579.316895
	Iteration 17Q: 3 clusters Score -1115406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1115447.250000 Penalty: 4579.316895
	Iteration 18Q: 3 clusters Score -1115447 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1115478.375000 Penalty: 4579.316895
	Iteration 19Q: 3 clusters Score -1115478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1115494.875000 Penalty: 4579.316895
	Iteration 20F: 3 clusters Score -1115495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1115512.750000 Penalty: 4579.316895
	Iteration 21Q: 3 clusters Score -1115513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1115533.000000 Penalty: 4579.316895
	Iteration 22Q: 3 clusters Score -1115533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1115553.875000 Penalty: 4579.316895
	Iteration 23Q: 3 clusters Score -1115554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1115573.500000 Penalty: 4579.316895
	Iteration 24Q: 3 clusters Score -1115574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1115589.000000 Penalty: 4579.316895
	Iteration 25Q: 3 clusters Score -1115589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1115607.250000 Penalty: 4579.316895
	Iteration 26Q: 3 clusters Score -1115607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1115626.000000 Penalty: 4579.316895
	Iteration 27Q: 3 clusters Score -1115626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1115644.750000 Penalty: 4579.316895
	Iteration 28Q: 3 clusters Score -1115645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1115659.875000 Penalty: 4579.316895
	Iteration 29Q: 3 clusters Score -1115660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1115673.125000 Penalty: 4579.316895
	Iteration 30Q: 3 clusters Score -1115673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1115685.750000 Penalty: 4579.316895
	Iteration 31Q: 3 clusters Score -1115686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1115697.750000 Penalty: 4579.316895
	Iteration 32Q: 3 clusters Score -1115698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1115711.250000 Penalty: 4579.316895
	Iteration 33Q: 3 clusters Score -1115711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1115721.125000 Penalty: 4579.316895
	Iteration 34Q: 3 clusters Score -1115721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1115734.625000 Penalty: 4579.316895
	Iteration 35Q: 3 clusters Score -1115735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1115745.875000 Penalty: 4579.316895
	Iteration 36Q: 3 clusters Score -1115746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1115757.875000 Penalty: 4579.316895
	Iteration 37Q: 3 clusters Score -1115758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1115778.375000 Penalty: 4579.316895
	Iteration 38Q: 3 clusters Score -1115778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1115796.250000 Penalty: 4579.316895
	Iteration 39Q: 3 clusters Score -1115796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1115823.500000 Penalty: 4579.316895
	Iteration 40F: 3 clusters Score -1115824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1115842.125000 Penalty: 4579.316895
	Iteration 41Q: 3 clusters Score -1115842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1115859.500000 Penalty: 4579.316895
	Iteration 42Q: 3 clusters Score -1115860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1115881.000000 Penalty: 4579.316895
	Iteration 43Q: 3 clusters Score -1115881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1115905.250000 Penalty: 4579.316895
	Iteration 44Q: 3 clusters Score -1115905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1115926.375000 Penalty: 4579.316895
	Iteration 45Q: 3 clusters Score -1115926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1115938.500000 Penalty: 4579.316895
	Iteration 46Q: 3 clusters Score -1115938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1115950.750000 Penalty: 4579.316895
	Iteration 47Q: 3 clusters Score -1115951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1115954.500000 Penalty: 4579.316895
	Iteration 48Q: 3 clusters Score -1115954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1115963.875000 Penalty: 4579.316895
	Iteration 49Q: 3 clusters Score -1115964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1115972.875000 Penalty: 4579.316895
	Iteration 50Q: 3 clusters Score -1115973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1115982.750000 Penalty: 4579.316895
	Iteration 51Q: 3 clusters Score -1115983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1116003.750000 Penalty: 4579.316895
	Iteration 52Q: 3 clusters Score -1116004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1116022.375000 Penalty: 4579.316895
	Iteration 53Q: 3 clusters Score -1116022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1116047.375000 Penalty: 4579.316895
	Iteration 54Q: 3 clusters Score -1116047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1116070.500000 Penalty: 4579.316895
	Iteration 55Q: 3 clusters Score -1116070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1116092.875000 Penalty: 4579.316895
	Iteration 56Q: 3 clusters Score -1116093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1116118.000000 Penalty: 4579.316895
	Iteration 57Q: 3 clusters Score -1116118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1116144.000000 Penalty: 4579.316895
	Iteration 58Q: 3 clusters Score -1116144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1116160.625000 Penalty: 4579.316895
	Iteration 59Q: 3 clusters Score -1116161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1116183.250000 Penalty: 4579.316895
	Iteration 60F: 3 clusters Score -1116183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1116203.250000 Penalty: 4579.316895
	Iteration 61Q: 3 clusters Score -1116203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1116215.250000 Penalty: 4579.316895
	Iteration 62Q: 3 clusters Score -1116215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1116227.250000 Penalty: 4579.316895
	Iteration 63Q: 3 clusters Score -1116227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1116232.625000 Penalty: 4579.316895
	Iteration 64Q: 3 clusters Score -1116233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1116242.375000 Penalty: 4579.316895
	Iteration 65Q: 3 clusters Score -1116242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1116249.625000 Penalty: 4579.316895
	Iteration 66Q: 3 clusters Score -1116250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1116255.250000 Penalty: 4579.316895
	Iteration 67Q: 3 clusters Score -1116255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1116264.000000 Penalty: 4579.316895
	Iteration 68Q: 3 clusters Score -1116264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1116270.500000 Penalty: 4579.316895
	Iteration 69Q: 3 clusters Score -1116270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1116275.125000 Penalty: 4579.316895
	Iteration 70Q: 3 clusters Score -1116275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1116283.000000 Penalty: 4579.316895
	Iteration 71Q: 3 clusters Score -1116283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1116289.125000 Penalty: 4579.316895
	Iteration 72Q: 3 clusters Score -1116289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1116294.125000 Penalty: 4579.316895
	Iteration 73Q: 3 clusters Score -1116294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1116296.250000 Penalty: 4579.316895
	Iteration 74Q: 3 clusters Score -1116296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1116301.250000 Penalty: 4579.316895
	Iteration 75Q: 3 clusters Score -1116301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1116303.875000 Penalty: 4579.316895
	Iteration 76Q: 3 clusters Score -1116304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1116307.625000 Penalty: 4579.316895
	Iteration 77Q: 3 clusters Score -1116308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1116313.125000 Penalty: 4579.316895
	Iteration 78Q: 3 clusters Score -1116313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1116311.500000 Penalty: 4579.316895
	Iteration 79Q: 3 clusters Score -1116312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1116311.250000 Penalty: 4579.316895
	Iteration 80F: 3 clusters Score -1116311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Entering Unmasked Estep 
Score: -5582965.000000 Penalty: 2669.679443
	Iteration 0F: 2 clusters Score -5582965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5551123.000000 Penalty: 5339.358887
	Iteration 0F: 3 clusters Score -5551123 nChanged 21715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5562996.500000 Penalty: 5339.358887
	Iteration 1F: 3 clusters Score -5562996 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5563669.500000 Penalty: 5339.358887
	Iteration 2Q: 3 clusters Score -5563670 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -5564375.500000 Penalty: 5339.358887
	Iteration 3Q: 3 clusters Score -5564376 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5565323.000000 Penalty: 5339.358887
	Iteration 4Q: 3 clusters Score -5565323 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -5566612.500000 Penalty: 5339.358887
	Iteration 5F: 3 clusters Score -5566612 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5568549.500000 Penalty: 5339.358887
	Iteration 6F: 3 clusters Score -5568550 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5571252.500000 Penalty: 5339.358887
	Iteration 7F: 3 clusters Score -5571252 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -5574473.000000 Penalty: 5339.358887
	Iteration 8F: 3 clusters Score -5574473 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5577332.000000 Penalty: 5339.358887
	Iteration 9F: 3 clusters Score -5577332 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5579224.000000 Penalty: 5339.358887
	Iteration 10Q: 3 clusters Score -5579224 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5580100.500000 Penalty: 5339.358887
	Iteration 11Q: 3 clusters Score -5580100 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5580432.500000 Penalty: 5339.358887
	Iteration 12Q: 3 clusters Score -5580432 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5580549.000000 Penalty: 5339.358887
	Iteration 13Q: 3 clusters Score -5580549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5580642.500000 Penalty: 5339.358887
	Iteration 14Q: 3 clusters Score -5580642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5580687.500000 Penalty: 5339.358887
	Iteration 15Q: 3 clusters Score -5580688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5580698.500000 Penalty: 5339.358887
	Iteration 16Q: 3 clusters Score -5580698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5580714.500000 Penalty: 5339.358887
	Iteration 17Q: 3 clusters Score -5580714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5580723.500000 Penalty: 5339.358887
	Iteration 18Q: 3 clusters Score -5580724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5580727.500000 Penalty: 5339.358887
	Iteration 19Q: 3 clusters Score -5580728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5580733.000000 Penalty: 5339.358887
	Iteration 20F: 3 clusters Score -5580733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5580738.000000 Penalty: 5339.358887
	Iteration 21Q: 3 clusters Score -5580738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5580745.000000 Penalty: 5339.358887
	Iteration 22Q: 3 clusters Score -5580745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5580744.500000 Penalty: 5339.358887
	Iteration 23Q: 3 clusters Score -5580744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5580751.500000 Penalty: 5339.358887
	Iteration 24Q: 3 clusters Score -5580752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5580754.500000 Penalty: 5339.358887
	Iteration 25Q: 3 clusters Score -5580754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5580753.500000 Penalty: 5339.358887
	Iteration 26Q: 3 clusters Score -5580754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5580758.000000 Penalty: 5339.358887
	Iteration 27Q: 3 clusters Score -5580758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5580759.500000 Penalty: 5339.358887
	Iteration 28Q: 3 clusters Score -5580760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5580760.000000 Penalty: 5339.358887
	Iteration 29Q: 3 clusters Score -5580760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5580758.000000 Penalty: 5339.358887
	Iteration 30Q: 3 clusters Score -5580758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5580761.000000 Penalty: 5339.358887
	Iteration 31Q: 3 clusters Score -5580761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5580759.500000 Penalty: 5339.358887
	Iteration 32Q: 3 clusters Score -5580760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5580759.500000 Penalty: 5339.358887
	Iteration 33F: 3 clusters Score -5580760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Entering Unmasked Estep 
Score: -940980.437500 Penalty: 2235.884521
	Iteration 0F: 2 clusters Score -940980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -934468.750000 Penalty: 4471.769043
	Iteration 0F: 3 clusters Score -934468.8 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -936324.750000 Penalty: 4471.769043
	Iteration 1F: 3 clusters Score -936324.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -936616.437500 Penalty: 4471.769043
	Iteration 2F: 3 clusters Score -936616.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -936824.125000 Penalty: 4471.769043
	Iteration 3F: 3 clusters Score -936824.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -936984.187500 Penalty: 4471.769043
	Iteration 4Q: 3 clusters Score -936984.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -937146.687500 Penalty: 4471.769043
	Iteration 5Q: 3 clusters Score -937146.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -937302.125000 Penalty: 4471.769043
	Iteration 6Q: 3 clusters Score -937302.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -937483.750000 Penalty: 4471.769043
	Iteration 7Q: 3 clusters Score -937483.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -937679.812500 Penalty: 4471.769043
	Iteration 8Q: 3 clusters Score -937679.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -937860.500000 Penalty: 4471.769043
	Iteration 9Q: 3 clusters Score -937860.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -938074.062500 Penalty: 4471.769043
	Iteration 10Q: 3 clusters Score -938074.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -938271.312500 Penalty: 4471.769043
	Iteration 11Q: 3 clusters Score -938271.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -938456.500000 Penalty: 4471.769043
	Iteration 12Q: 3 clusters Score -938456.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -938607.062500 Penalty: 4471.769043
	Iteration 13Q: 3 clusters Score -938607.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -938716.562500 Penalty: 4471.769043
	Iteration 14Q: 3 clusters Score -938716.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -938813.062500 Penalty: 4471.769043
	Iteration 15Q: 3 clusters Score -938813.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -938898.437500 Penalty: 4471.769043
	Iteration 16Q: 3 clusters Score -938898.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -938970.125000 Penalty: 4471.769043
	Iteration 17Q: 3 clusters Score -938970.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -939033.937500 Penalty: 4471.769043
	Iteration 18Q: 3 clusters Score -939033.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -939087.000000 Penalty: 4471.769043
	Iteration 19Q: 3 clusters Score -939087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -939141.062500 Penalty: 4471.769043
	Iteration 20F: 3 clusters Score -939141.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -939185.937500 Penalty: 4471.769043
	Iteration 21Q: 3 clusters Score -939185.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -939222.812500 Penalty: 4471.769043
	Iteration 22Q: 3 clusters Score -939222.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -939240.937500 Penalty: 4471.769043
	Iteration 23Q: 3 clusters Score -939240.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -939254.250000 Penalty: 4471.769043
	Iteration 24Q: 3 clusters Score -939254.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -939262.187500 Penalty: 4471.769043
	Iteration 25Q: 3 clusters Score -939262.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -939267.312500 Penalty: 4471.769043
	Iteration 26Q: 3 clusters Score -939267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -939271.937500 Penalty: 4471.769043
	Iteration 27Q: 3 clusters Score -939271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -939273.187500 Penalty: 4471.769043
	Iteration 28Q: 3 clusters Score -939273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -939277.687500 Penalty: 4471.769043
	Iteration 29Q: 3 clusters Score -939277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -939278.187500 Penalty: 4471.769043
	Iteration 30Q: 3 clusters Score -939278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -939278.875000 Penalty: 4471.769043
	Iteration 31Q: 3 clusters Score -939278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -939279.000000 Penalty: 4471.769043
	Iteration 32Q: 3 clusters Score -939279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -939283.000000 Penalty: 4471.769043
	Iteration 33Q: 3 clusters Score -939283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -939284.312500 Penalty: 4471.769043
	Iteration 34Q: 3 clusters Score -939284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -939283.500000 Penalty: 4471.769043
	Iteration 35Q: 3 clusters Score -939283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -939285.437500 Penalty: 4471.769043
	Iteration 36Q: 3 clusters Score -939285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -939285.750000 Penalty: 4471.769043
	Iteration 37Q: 3 clusters Score -939285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -939285.625000 Penalty: 4471.769043
	Iteration 38Q: 3 clusters Score -939285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -939287.312500 Penalty: 4471.769043
	Iteration 39Q: 3 clusters Score -939287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -939288.875000 Penalty: 4471.769043
	Iteration 40F: 3 clusters Score -939288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -939291.000000 Penalty: 4471.769043
	Iteration 41Q: 3 clusters Score -939291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -939291.812500 Penalty: 4471.769043
	Iteration 42Q: 3 clusters Score -939291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -939293.562500 Penalty: 4471.769043
	Iteration 43Q: 3 clusters Score -939293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -939295.125000 Penalty: 4471.769043
	Iteration 44Q: 3 clusters Score -939295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -939293.750000 Penalty: 4471.769043
	Iteration 45Q: 3 clusters Score -939293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -939296.875000 Penalty: 4471.769043
	Iteration 46Q: 3 clusters Score -939296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -939297.875000 Penalty: 4471.769043
	Iteration 47Q: 3 clusters Score -939297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -939297.500000 Penalty: 4471.769043
	Iteration 48Q: 3 clusters Score -939297.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -939297.500000 Penalty: 4471.769043
	Iteration 49F: 3 clusters Score -939297.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Entering Unmasked Estep 
Score: -8757805.000000 Penalty: 2777.422119
	Iteration 0F: 2 clusters Score -8757805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -8708684.000000 Penalty: 5554.844238
	Iteration 0F: 3 clusters Score -8708684 nChanged 34220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8728212.000000 Penalty: 5554.844238
	Iteration 1F: 3 clusters Score -8728212 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8728976.000000 Penalty: 5554.844238
	Iteration 2Q: 3 clusters Score -8728976 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -8729972.000000 Penalty: 5554.844238
	Iteration 3Q: 3 clusters Score -8729972 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8731259.000000 Penalty: 5554.844238
	Iteration 4Q: 3 clusters Score -8731259 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -8733381.000000 Penalty: 5554.844238
	Iteration 5F: 3 clusters Score -8733381 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -8736979.000000 Penalty: 5554.844238
	Iteration 6F: 3 clusters Score -8736979 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -8742015.000000 Penalty: 5554.844238
	Iteration 7F: 3 clusters Score -8742015 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -8747454.000000 Penalty: 5554.844238
	Iteration 8F: 3 clusters Score -8747454 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -8751630.000000 Penalty: 5554.844238
	Iteration 9F: 3 clusters Score -8751630 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -8753871.000000 Penalty: 5554.844238
	Iteration 10Q: 3 clusters Score -8753871 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -8754726.000000 Penalty: 5554.844238
	Iteration 11Q: 3 clusters Score -8754726 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -8755029.000000 Penalty: 5554.844238
	Iteration 12Q: 3 clusters Score -8755029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -8755145.000000 Penalty: 5554.844238
	Iteration 13Q: 3 clusters Score -8755145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -8755206.000000 Penalty: 5554.844238
	Iteration 14Q: 3 clusters Score -8755206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -8755234.000000 Penalty: 5554.844238
	Iteration 15Q: 3 clusters Score -8755234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -8755255.000000 Penalty: 5554.844238
	Iteration 16Q: 3 clusters Score -8755255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -8755281.000000 Penalty: 5554.844238
	Iteration 17Q: 3 clusters Score -8755281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -8755304.000000 Penalty: 5554.844238
	Iteration 18Q: 3 clusters Score -8755304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -8755313.000000 Penalty: 5554.844238
	Iteration 19Q: 3 clusters Score -8755313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -8755307.000000 Penalty: 5554.844238
	Iteration 20F: 3 clusters Score -8755307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -8755314.000000 Penalty: 5554.844238
	Iteration 21Q: 3 clusters Score -8755314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -8755314.000000 Penalty: 5554.844238
	Iteration 22F: 3 clusters Score -8755314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -530756.250000 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -530756.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -526369.062500 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -526369.1 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -527385.625000 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -527385.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -527606.437500 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -527606.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -527772.125000 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -527772.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -527925.812500 Penalty: 4208.088867
	Iteration 4Q: 3 clusters Score -527925.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -528059.125000 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -528059.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -528166.937500 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -528166.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -528261.125000 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -528261.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -528346.062500 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -528346.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -528450.625000 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -528450.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -528558.125000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -528558.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -528693.187500 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -528693.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -528800.750000 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -528800.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -528889.312500 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -528889.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -528985.812500 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -528985.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -529080.687500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -529080.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -529198.437500 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -529198.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -529307.625000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -529307.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -529381.687500 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -529381.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -529437.937500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -529437.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -529472.375000 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -529472.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -529494.375000 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -529494.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -529514.500000 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -529514.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -529526.437500 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -529526.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -529537.937500 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -529537.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -529545.750000 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -529545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -529548.312500 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -529548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -529550.875000 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -529550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -529553.625000 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -529553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -529552.937500 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -529552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -529553.437500 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -529553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -529553.500000 Penalty: 4208.088867
	Iteration 31Q: 3 clusters Score -529553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -529553.500000 Penalty: 4208.088867
	Iteration 32F: 3 clusters Score -529553.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -645348.375000 Penalty: 2136.036133
	Iteration 0F: 2 clusters Score -645348.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -640466.562500 Penalty: 4272.072266
	Iteration 0F: 3 clusters Score -640466.6 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -641597.875000 Penalty: 4272.072266
	Iteration 1F: 3 clusters Score -641597.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -641848.812500 Penalty: 4272.072266
	Iteration 2F: 3 clusters Score -641848.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -642013.187500 Penalty: 4272.072266
	Iteration 3F: 3 clusters Score -642013.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -642121.500000 Penalty: 4272.072266
	Iteration 4Q: 3 clusters Score -642121.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -642194.312500 Penalty: 4272.072266
	Iteration 5Q: 3 clusters Score -642194.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -642248.187500 Penalty: 4272.072266
	Iteration 6Q: 3 clusters Score -642248.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -642296.187500 Penalty: 4272.072266
	Iteration 7Q: 3 clusters Score -642296.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -642331.625000 Penalty: 4272.072266
	Iteration 8Q: 3 clusters Score -642331.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -642373.875000 Penalty: 4272.072266
	Iteration 9Q: 3 clusters Score -642373.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -642413.437500 Penalty: 4272.072266
	Iteration 10Q: 3 clusters Score -642413.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -642454.187500 Penalty: 4272.072266
	Iteration 11Q: 3 clusters Score -642454.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -642501.562500 Penalty: 4272.072266
	Iteration 12Q: 3 clusters Score -642501.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -642563.625000 Penalty: 4272.072266
	Iteration 13Q: 3 clusters Score -642563.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -642632.000000 Penalty: 4272.072266
	Iteration 14Q: 3 clusters Score -642632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -642694.437500 Penalty: 4272.072266
	Iteration 15Q: 3 clusters Score -642694.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -642746.250000 Penalty: 4272.072266
	Iteration 16Q: 3 clusters Score -642746.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -642800.437500 Penalty: 4272.072266
	Iteration 17Q: 3 clusters Score -642800.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -642874.187500 Penalty: 4272.072266
	Iteration 18Q: 3 clusters Score -642874.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -642960.562500 Penalty: 4272.072266
	Iteration 19Q: 3 clusters Score -642960.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -643033.937500 Penalty: 4272.072266
	Iteration 20F: 3 clusters Score -643033.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -643121.250000 Penalty: 4272.072266
	Iteration 21Q: 3 clusters Score -643121.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -643192.437500 Penalty: 4272.072266
	Iteration 22Q: 3 clusters Score -643192.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -643237.187500 Penalty: 4272.072266
	Iteration 23Q: 3 clusters Score -643237.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -643272.187500 Penalty: 4272.072266
	Iteration 24Q: 3 clusters Score -643272.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -643294.687500 Penalty: 4272.072266
	Iteration 25Q: 3 clusters Score -643294.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -643309.187500 Penalty: 4272.072266
	Iteration 26Q: 3 clusters Score -643309.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -643331.562500 Penalty: 4272.072266
	Iteration 27Q: 3 clusters Score -643331.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -643357.062500 Penalty: 4272.072266
	Iteration 28Q: 3 clusters Score -643357.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -643374.250000 Penalty: 4272.072266
	Iteration 29Q: 3 clusters Score -643374.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -643387.750000 Penalty: 4272.072266
	Iteration 30Q: 3 clusters Score -643387.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -643403.125000 Penalty: 4272.072266
	Iteration 31Q: 3 clusters Score -643403.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -643414.437500 Penalty: 4272.072266
	Iteration 32Q: 3 clusters Score -643414.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -643424.562500 Penalty: 4272.072266
	Iteration 33Q: 3 clusters Score -643424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -643431.250000 Penalty: 4272.072266
	Iteration 34Q: 3 clusters Score -643431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -643438.687500 Penalty: 4272.072266
	Iteration 35Q: 3 clusters Score -643438.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -643442.000000 Penalty: 4272.072266
	Iteration 36Q: 3 clusters Score -643442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -643445.500000 Penalty: 4272.072266
	Iteration 37Q: 3 clusters Score -643445.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -643451.500000 Penalty: 4272.072266
	Iteration 38Q: 3 clusters Score -643451.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -643457.250000 Penalty: 4272.072266
	Iteration 39Q: 3 clusters Score -643457.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -643459.750000 Penalty: 4272.072266
	Iteration 40F: 3 clusters Score -643459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -643465.437500 Penalty: 4272.072266
	Iteration 41Q: 3 clusters Score -643465.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -643468.562500 Penalty: 4272.072266
	Iteration 42Q: 3 clusters Score -643468.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -643471.250000 Penalty: 4272.072266
	Iteration 43Q: 3 clusters Score -643471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -643475.000000 Penalty: 4272.072266
	Iteration 44Q: 3 clusters Score -643475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -643476.562500 Penalty: 4272.072266
	Iteration 45Q: 3 clusters Score -643476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -643479.187500 Penalty: 4272.072266
	Iteration 46Q: 3 clusters Score -643479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -643480.812500 Penalty: 4272.072266
	Iteration 47Q: 3 clusters Score -643480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -643484.812500 Penalty: 4272.072266
	Iteration 48Q: 3 clusters Score -643484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -643486.125000 Penalty: 4272.072266
	Iteration 49Q: 3 clusters Score -643486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -643487.125000 Penalty: 4272.072266
	Iteration 50Q: 3 clusters Score -643487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -643487.437500 Penalty: 4272.072266
	Iteration 51Q: 3 clusters Score -643487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -643487.500000 Penalty: 4272.072266
	Iteration 52Q: 3 clusters Score -643487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -643489.187500 Penalty: 4272.072266
	Iteration 53Q: 3 clusters Score -643489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -643489.187500 Penalty: 4272.072266
	Iteration 54F: 3 clusters Score -643489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Entering Unmasked Estep 
Score: -1765522.375000 Penalty: 2397.260254
	Iteration 0F: 2 clusters Score -1765522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1754089.875000 Penalty: 4794.520508
	Iteration 0F: 3 clusters Score -1754090 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1757845.500000 Penalty: 4794.520508
	Iteration 1F: 3 clusters Score -1757846 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1758372.250000 Penalty: 4794.520508
	Iteration 2F: 3 clusters Score -1758372 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1758865.625000 Penalty: 4794.520508
	Iteration 3F: 3 clusters Score -1758866 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1759367.375000 Penalty: 4794.520508
	Iteration 4F: 3 clusters Score -1759367 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1760023.000000 Penalty: 4794.520508
	Iteration 5F: 3 clusters Score -1760023 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1760732.750000 Penalty: 4794.520508
	Iteration 6F: 3 clusters Score -1760733 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1761467.625000 Penalty: 4794.520508
	Iteration 7F: 3 clusters Score -1761468 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1762191.000000 Penalty: 4794.520508
	Iteration 8F: 3 clusters Score -1762191 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1762834.000000 Penalty: 4794.520508
	Iteration 9Q: 3 clusters Score -1762834 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1763312.000000 Penalty: 4794.520508
	Iteration 10Q: 3 clusters Score -1763312 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1763621.000000 Penalty: 4794.520508
	Iteration 11Q: 3 clusters Score -1763621 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1763826.375000 Penalty: 4794.520508
	Iteration 12Q: 3 clusters Score -1763826 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1763950.750000 Penalty: 4794.520508
	Iteration 13Q: 3 clusters Score -1763951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1764018.500000 Penalty: 4794.520508
	Iteration 14Q: 3 clusters Score -1764018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1764086.375000 Penalty: 4794.520508
	Iteration 15Q: 3 clusters Score -1764086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1764138.875000 Penalty: 4794.520508
	Iteration 16Q: 3 clusters Score -1764139 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1764175.375000 Penalty: 4794.520508
	Iteration 17Q: 3 clusters Score -1764175 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1764217.375000 Penalty: 4794.520508
	Iteration 18Q: 3 clusters Score -1764217 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1764236.750000 Penalty: 4794.520508
	Iteration 19Q: 3 clusters Score -1764237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1764260.875000 Penalty: 4794.520508
	Iteration 20F: 3 clusters Score -1764261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1764275.875000 Penalty: 4794.520508
	Iteration 21Q: 3 clusters Score -1764276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1764306.125000 Penalty: 4794.520508
	Iteration 22Q: 3 clusters Score -1764306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1764317.750000 Penalty: 4794.520508
	Iteration 23Q: 3 clusters Score -1764318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1764338.000000 Penalty: 4794.520508
	Iteration 24Q: 3 clusters Score -1764338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1764366.500000 Penalty: 4794.520508
	Iteration 25Q: 3 clusters Score -1764366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1764383.375000 Penalty: 4794.520508
	Iteration 26Q: 3 clusters Score -1764383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1764410.000000 Penalty: 4794.520508
	Iteration 27Q: 3 clusters Score -1764410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1764446.875000 Penalty: 4794.520508
	Iteration 28Q: 3 clusters Score -1764447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1764503.000000 Penalty: 4794.520508
	Iteration 29Q: 3 clusters Score -1764503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1764542.625000 Penalty: 4794.520508
	Iteration 30Q: 3 clusters Score -1764543 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1764573.000000 Penalty: 4794.520508
	Iteration 31Q: 3 clusters Score -1764573 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1764615.750000 Penalty: 4794.520508
	Iteration 32Q: 3 clusters Score -1764616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1764639.625000 Penalty: 4794.520508
	Iteration 33Q: 3 clusters Score -1764640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1764661.875000 Penalty: 4794.520508
	Iteration 34Q: 3 clusters Score -1764662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1764690.125000 Penalty: 4794.520508
	Iteration 35Q: 3 clusters Score -1764690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1764703.625000 Penalty: 4794.520508
	Iteration 36Q: 3 clusters Score -1764704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1764719.250000 Penalty: 4794.520508
	Iteration 37Q: 3 clusters Score -1764719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1764735.125000 Penalty: 4794.520508
	Iteration 38Q: 3 clusters Score -1764735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1764746.875000 Penalty: 4794.520508
	Iteration 39Q: 3 clusters Score -1764747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1764754.500000 Penalty: 4794.520508
	Iteration 40F: 3 clusters Score -1764754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1764767.500000 Penalty: 4794.520508
	Iteration 41Q: 3 clusters Score -1764768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1764778.500000 Penalty: 4794.520508
	Iteration 42Q: 3 clusters Score -1764778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1764795.500000 Penalty: 4794.520508
	Iteration 43Q: 3 clusters Score -1764796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1764812.500000 Penalty: 4794.520508
	Iteration 44Q: 3 clusters Score -1764812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1764825.125000 Penalty: 4794.520508
	Iteration 45Q: 3 clusters Score -1764825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1764836.125000 Penalty: 4794.520508
	Iteration 46Q: 3 clusters Score -1764836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1764854.375000 Penalty: 4794.520508
	Iteration 47Q: 3 clusters Score -1764854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1764871.125000 Penalty: 4794.520508
	Iteration 48Q: 3 clusters Score -1764871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1764875.750000 Penalty: 4794.520508
	Iteration 49Q: 3 clusters Score -1764876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1764885.500000 Penalty: 4794.520508
	Iteration 50Q: 3 clusters Score -1764886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1764885.625000 Penalty: 4794.520508
	Iteration 51Q: 3 clusters Score -1764886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1764902.875000 Penalty: 4794.520508
	Iteration 52Q: 3 clusters Score -1764903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1764912.125000 Penalty: 4794.520508
	Iteration 53Q: 3 clusters Score -1764912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1764930.750000 Penalty: 4794.520508
	Iteration 54Q: 3 clusters Score -1764931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1764939.125000 Penalty: 4794.520508
	Iteration 55Q: 3 clusters Score -1764939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1764970.125000 Penalty: 4794.520508
	Iteration 56Q: 3 clusters Score -1764970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1764991.500000 Penalty: 4794.520508
	Iteration 57Q: 3 clusters Score -1764992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1765017.375000 Penalty: 4794.520508
	Iteration 58Q: 3 clusters Score -1765017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1765046.000000 Penalty: 4794.520508
	Iteration 59Q: 3 clusters Score -1765046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1765071.500000 Penalty: 4794.520508
	Iteration 60F: 3 clusters Score -1765072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1765092.500000 Penalty: 4794.520508
	Iteration 61Q: 3 clusters Score -1765092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1765111.375000 Penalty: 4794.520508
	Iteration 62Q: 3 clusters Score -1765111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1765136.625000 Penalty: 4794.520508
	Iteration 63Q: 3 clusters Score -1765137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1765156.000000 Penalty: 4794.520508
	Iteration 64Q: 3 clusters Score -1765156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1765172.875000 Penalty: 4794.520508
	Iteration 65Q: 3 clusters Score -1765173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1765196.000000 Penalty: 4794.520508
	Iteration 66Q: 3 clusters Score -1765196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1765210.375000 Penalty: 4794.520508
	Iteration 67Q: 3 clusters Score -1765210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1765223.625000 Penalty: 4794.520508
	Iteration 68Q: 3 clusters Score -1765224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1765225.750000 Penalty: 4794.520508
	Iteration 69Q: 3 clusters Score -1765226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1765228.625000 Penalty: 4794.520508
	Iteration 70Q: 3 clusters Score -1765229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1765231.375000 Penalty: 4794.520508
	Iteration 71Q: 3 clusters Score -1765231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1765235.625000 Penalty: 4794.520508
	Iteration 72Q: 3 clusters Score -1765236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1765235.375000 Penalty: 4794.520508
	Iteration 73Q: 3 clusters Score -1765235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1765233.250000 Penalty: 4794.520508
	Iteration 74Q: 3 clusters Score -1765233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1765236.875000 Penalty: 4794.520508
	Iteration 75Q: 3 clusters Score -1765237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1765241.875000 Penalty: 4794.520508
	Iteration 76Q: 3 clusters Score -1765242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1765239.750000 Penalty: 4794.520508
	Iteration 77Q: 3 clusters Score -1765240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1765243.750000 Penalty: 4794.520508
	Iteration 78Q: 3 clusters Score -1765244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1765245.875000 Penalty: 4794.520508
	Iteration 79Q: 3 clusters Score -1765246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1765245.875000 Penalty: 4794.520508
	Iteration 80F: 3 clusters Score -1765246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25767.892578 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25767.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25847.693359 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25847.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25900.175781 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25900.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25913.730469 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -25913.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25917.906250 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -25917.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25917.906250 Penalty: 2769.414062
	Iteration 5F: 3 clusters Score -25917.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113035.507812 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -113035.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113449.492188 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113449.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113618.617188 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -113618.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113774.195312 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -113774.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114222.257812 Penalty: 3466.252930
	Iteration 4F: 3 clusters Score -114222.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114998.570312 Penalty: 3466.252930
	Iteration 5F: 3 clusters Score -114998.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -115543.375000 Penalty: 3466.252930
	Iteration 6F: 3 clusters Score -115543.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115701.210938 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -115701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -115778.945312 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -115778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -115808.929688 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -115808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -115815.070312 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -115815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -115821.453125 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -115821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -115826.687500 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -115826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -115830.164062 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -115830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -115830.164062 Penalty: 3466.252930
	Iteration 14F: 3 clusters Score -115830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166449 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258966 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26873 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 47327 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73078 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 807 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12774 members 
Mstep: Class 36 contains 277 members 
Entering Unmasked Estep 
Score: -205568720.000000 Penalty: 128518.421875
Splitting cluster 32 changes total score from -205569632.000000 to -205568720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Entering Unmasked Estep 
Score: -1766469.500000 Penalty: 2393.219238
	Iteration 0F: 2 clusters Score -1766470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1755327.125000 Penalty: 4786.438477
	Iteration 0F: 3 clusters Score -1755327 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1758999.875000 Penalty: 4786.438477
	Iteration 1F: 3 clusters Score -1759000 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1759533.000000 Penalty: 4786.438477
	Iteration 2F: 3 clusters Score -1759533 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1760094.625000 Penalty: 4786.438477
	Iteration 3F: 3 clusters Score -1760095 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1760713.875000 Penalty: 4786.438477
	Iteration 4F: 3 clusters Score -1760714 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1761346.375000 Penalty: 4786.438477
	Iteration 5F: 3 clusters Score -1761346 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1761931.125000 Penalty: 4786.438477
	Iteration 6F: 3 clusters Score -1761931 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1762537.375000 Penalty: 4786.438477
	Iteration 7F: 3 clusters Score -1762537 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1763057.375000 Penalty: 4786.438477
	Iteration 8Q: 3 clusters Score -1763057 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1763431.000000 Penalty: 4786.438477
	Iteration 9Q: 3 clusters Score -1763431 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1763685.625000 Penalty: 4786.438477
	Iteration 10Q: 3 clusters Score -1763686 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1763855.500000 Penalty: 4786.438477
	Iteration 11Q: 3 clusters Score -1763856 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1763960.500000 Penalty: 4786.438477
	Iteration 12Q: 3 clusters Score -1763960 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1764055.000000 Penalty: 4786.438477
	Iteration 13Q: 3 clusters Score -1764055 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1764131.000000 Penalty: 4786.438477
	Iteration 14Q: 3 clusters Score -1764131 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1764197.750000 Penalty: 4786.438477
	Iteration 15Q: 3 clusters Score -1764198 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1764260.000000 Penalty: 4786.438477
	Iteration 16Q: 3 clusters Score -1764260 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1764349.500000 Penalty: 4786.438477
	Iteration 17Q: 3 clusters Score -1764350 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1764459.250000 Penalty: 4786.438477
	Iteration 18Q: 3 clusters Score -1764459 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1764580.000000 Penalty: 4786.438477
	Iteration 19Q: 3 clusters Score -1764580 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1764717.375000 Penalty: 4786.438477
	Iteration 20F: 3 clusters Score -1764717 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1764843.875000 Penalty: 4786.438477
	Iteration 21Q: 3 clusters Score -1764844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1764917.250000 Penalty: 4786.438477
	Iteration 22Q: 3 clusters Score -1764917 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1764962.000000 Penalty: 4786.438477
	Iteration 23Q: 3 clusters Score -1764962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1764992.125000 Penalty: 4786.438477
	Iteration 24Q: 3 clusters Score -1764992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1765025.875000 Penalty: 4786.438477
	Iteration 25Q: 3 clusters Score -1765026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1765046.625000 Penalty: 4786.438477
	Iteration 26Q: 3 clusters Score -1765047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1765055.500000 Penalty: 4786.438477
	Iteration 27Q: 3 clusters Score -1765056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1765072.125000 Penalty: 4786.438477
	Iteration 28Q: 3 clusters Score -1765072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1765081.000000 Penalty: 4786.438477
	Iteration 29Q: 3 clusters Score -1765081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1765087.250000 Penalty: 4786.438477
	Iteration 30Q: 3 clusters Score -1765087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1765095.000000 Penalty: 4786.438477
	Iteration 31Q: 3 clusters Score -1765095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1765098.250000 Penalty: 4786.438477
	Iteration 32Q: 3 clusters Score -1765098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1765101.750000 Penalty: 4786.438477
	Iteration 33Q: 3 clusters Score -1765102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1765107.000000 Penalty: 4786.438477
	Iteration 34Q: 3 clusters Score -1765107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1765105.625000 Penalty: 4786.438477
	Iteration 35Q: 3 clusters Score -1765106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1765115.000000 Penalty: 4786.438477
	Iteration 36Q: 3 clusters Score -1765115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1765114.625000 Penalty: 4786.438477
	Iteration 37Q: 3 clusters Score -1765115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1765113.625000 Penalty: 4786.438477
	Iteration 38Q: 3 clusters Score -1765114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1765119.125000 Penalty: 4786.438477
	Iteration 39Q: 3 clusters Score -1765119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1765117.125000 Penalty: 4786.438477
	Iteration 40F: 3 clusters Score -1765117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1765119.500000 Penalty: 4786.438477
	Iteration 41Q: 3 clusters Score -1765120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1765117.875000 Penalty: 4786.438477
	Iteration 42Q: 3 clusters Score -1765118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1765119.500000 Penalty: 4786.438477
	Iteration 43Q: 3 clusters Score -1765120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1765126.250000 Penalty: 4786.438477
	Iteration 44Q: 3 clusters Score -1765126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1765135.375000 Penalty: 4786.438477
	Iteration 45Q: 3 clusters Score -1765135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1765139.750000 Penalty: 4786.438477
	Iteration 46Q: 3 clusters Score -1765140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1765147.750000 Penalty: 4786.438477
	Iteration 47Q: 3 clusters Score -1765148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1765148.375000 Penalty: 4786.438477
	Iteration 48Q: 3 clusters Score -1765148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1765157.375000 Penalty: 4786.438477
	Iteration 49Q: 3 clusters Score -1765157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1765173.625000 Penalty: 4786.438477
	Iteration 50Q: 3 clusters Score -1765174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1765185.125000 Penalty: 4786.438477
	Iteration 51Q: 3 clusters Score -1765185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1765185.375000 Penalty: 4786.438477
	Iteration 52Q: 3 clusters Score -1765185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1765187.500000 Penalty: 4786.438477
	Iteration 53Q: 3 clusters Score -1765188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1765192.125000 Penalty: 4786.438477
	Iteration 54Q: 3 clusters Score -1765192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1765193.375000 Penalty: 4786.438477
	Iteration 55Q: 3 clusters Score -1765193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1765198.375000 Penalty: 4786.438477
	Iteration 56Q: 3 clusters Score -1765198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1765200.875000 Penalty: 4786.438477
	Iteration 57Q: 3 clusters Score -1765201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1765206.125000 Penalty: 4786.438477
	Iteration 58Q: 3 clusters Score -1765206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1765204.875000 Penalty: 4786.438477
	Iteration 59Q: 3 clusters Score -1765205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1765210.125000 Penalty: 4786.438477
	Iteration 60F: 3 clusters Score -1765210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1765210.250000 Penalty: 4786.438477
	Iteration 61Q: 3 clusters Score -1765210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1765219.000000 Penalty: 4786.438477
	Iteration 62Q: 3 clusters Score -1765219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1765220.250000 Penalty: 4786.438477
	Iteration 63Q: 3 clusters Score -1765220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1765219.000000 Penalty: 4786.438477
	Iteration 64Q: 3 clusters Score -1765219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1765224.500000 Penalty: 4786.438477
	Iteration 65Q: 3 clusters Score -1765224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1765226.250000 Penalty: 4786.438477
	Iteration 66Q: 3 clusters Score -1765226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1765226.375000 Penalty: 4786.438477
	Iteration 67Q: 3 clusters Score -1765226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1765226.375000 Penalty: 4786.438477
	Iteration 68Q: 3 clusters Score -1765226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1765226.375000 Penalty: 4786.438477
	Iteration 69Q: 3 clusters Score -1765226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1765222.625000 Penalty: 4786.438477
	Iteration 70Q: 3 clusters Score -1765223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1765227.250000 Penalty: 4786.438477
	Iteration 71Q: 3 clusters Score -1765227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1765229.875000 Penalty: 4786.438477
	Iteration 72Q: 3 clusters Score -1765230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1765229.875000 Penalty: 4786.438477
	Iteration 73F: 3 clusters Score -1765230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Entering Unmasked Estep 
Score: -3283008.250000 Penalty: 2543.167480
	Iteration 0F: 2 clusters Score -3283008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3263435.750000 Penalty: 5086.334961
	Iteration 0F: 3 clusters Score -3263436 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3270416.750000 Penalty: 5086.334961
	Iteration 1F: 3 clusters Score -3270417 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3270906.250000 Penalty: 5086.334961
	Iteration 2Q: 3 clusters Score -3270906 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3271348.750000 Penalty: 5086.334961
	Iteration 3Q: 3 clusters Score -3271349 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3271784.750000 Penalty: 5086.334961
	Iteration 4Q: 3 clusters Score -3271785 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3272237.000000 Penalty: 5086.334961
	Iteration 5Q: 3 clusters Score -3272237 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -3272831.500000 Penalty: 5086.334961
	Iteration 6Q: 3 clusters Score -3272832 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3273608.000000 Penalty: 5086.334961
	Iteration 7F: 3 clusters Score -3273608 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3274587.000000 Penalty: 5086.334961
	Iteration 8F: 3 clusters Score -3274587 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3275723.500000 Penalty: 5086.334961
	Iteration 9F: 3 clusters Score -3275724 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3276964.000000 Penalty: 5086.334961
	Iteration 10F: 3 clusters Score -3276964 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3278182.750000 Penalty: 5086.334961
	Iteration 11Q: 3 clusters Score -3278183 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3279147.000000 Penalty: 5086.334961
	Iteration 12Q: 3 clusters Score -3279147 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3279747.250000 Penalty: 5086.334961
	Iteration 13Q: 3 clusters Score -3279747 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3280116.750000 Penalty: 5086.334961
	Iteration 14Q: 3 clusters Score -3280117 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3280374.750000 Penalty: 5086.334961
	Iteration 15Q: 3 clusters Score -3280375 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3280537.750000 Penalty: 5086.334961
	Iteration 16Q: 3 clusters Score -3280538 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3280641.000000 Penalty: 5086.334961
	Iteration 17Q: 3 clusters Score -3280641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3280698.250000 Penalty: 5086.334961
	Iteration 18Q: 3 clusters Score -3280698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3280750.000000 Penalty: 5086.334961
	Iteration 19Q: 3 clusters Score -3280750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3280781.250000 Penalty: 5086.334961
	Iteration 20F: 3 clusters Score -3280781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3280803.250000 Penalty: 5086.334961
	Iteration 21Q: 3 clusters Score -3280803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3280811.000000 Penalty: 5086.334961
	Iteration 22Q: 3 clusters Score -3280811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3280838.750000 Penalty: 5086.334961
	Iteration 23Q: 3 clusters Score -3280839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3280845.000000 Penalty: 5086.334961
	Iteration 24Q: 3 clusters Score -3280845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3280851.250000 Penalty: 5086.334961
	Iteration 25Q: 3 clusters Score -3280851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3280867.000000 Penalty: 5086.334961
	Iteration 26Q: 3 clusters Score -3280867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3280876.750000 Penalty: 5086.334961
	Iteration 27Q: 3 clusters Score -3280877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3280895.750000 Penalty: 5086.334961
	Iteration 28Q: 3 clusters Score -3280896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3280906.250000 Penalty: 5086.334961
	Iteration 29Q: 3 clusters Score -3280906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3280910.000000 Penalty: 5086.334961
	Iteration 30Q: 3 clusters Score -3280910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3280925.250000 Penalty: 5086.334961
	Iteration 31Q: 3 clusters Score -3280925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3280925.750000 Penalty: 5086.334961
	Iteration 32Q: 3 clusters Score -3280926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3280929.000000 Penalty: 5086.334961
	Iteration 33Q: 3 clusters Score -3280929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3280929.000000 Penalty: 5086.334961
	Iteration 34Q: 3 clusters Score -3280929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3280936.750000 Penalty: 5086.334961
	Iteration 35Q: 3 clusters Score -3280937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3280936.250000 Penalty: 5086.334961
	Iteration 36Q: 3 clusters Score -3280936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3280942.250000 Penalty: 5086.334961
	Iteration 37Q: 3 clusters Score -3280942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3280937.250000 Penalty: 5086.334961
	Iteration 38Q: 3 clusters Score -3280937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3280943.250000 Penalty: 5086.334961
	Iteration 39Q: 3 clusters Score -3280943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3280947.250000 Penalty: 5086.334961
	Iteration 40F: 3 clusters Score -3280947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3280948.250000 Penalty: 5086.334961
	Iteration 41Q: 3 clusters Score -3280948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3280949.750000 Penalty: 5086.334961
	Iteration 42Q: 3 clusters Score -3280950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3280950.750000 Penalty: 5086.334961
	Iteration 43Q: 3 clusters Score -3280951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3280950.750000 Penalty: 5086.334961
	Iteration 44F: 3 clusters Score -3280951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Entering Unmasked Estep 
Score: -1430575.125000 Penalty: 2344.881348
	Iteration 0F: 2 clusters Score -1430575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1421073.250000 Penalty: 4689.762695
	Iteration 0F: 3 clusters Score -1421073 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1424163.625000 Penalty: 4689.762695
	Iteration 1F: 3 clusters Score -1424164 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1424597.125000 Penalty: 4689.762695
	Iteration 2F: 3 clusters Score -1424597 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1425009.125000 Penalty: 4689.762695
	Iteration 3F: 3 clusters Score -1425009 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1425505.625000 Penalty: 4689.762695
	Iteration 4F: 3 clusters Score -1425506 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1426095.125000 Penalty: 4689.762695
	Iteration 5F: 3 clusters Score -1426095 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1426720.125000 Penalty: 4689.762695
	Iteration 6F: 3 clusters Score -1426720 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1427333.375000 Penalty: 4689.762695
	Iteration 7F: 3 clusters Score -1427333 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1427825.875000 Penalty: 4689.762695
	Iteration 8F: 3 clusters Score -1427826 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1428190.750000 Penalty: 4689.762695
	Iteration 9Q: 3 clusters Score -1428191 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1428425.125000 Penalty: 4689.762695
	Iteration 10Q: 3 clusters Score -1428425 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1428583.000000 Penalty: 4689.762695
	Iteration 11Q: 3 clusters Score -1428583 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1428710.750000 Penalty: 4689.762695
	Iteration 12Q: 3 clusters Score -1428711 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1428801.750000 Penalty: 4689.762695
	Iteration 13Q: 3 clusters Score -1428802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1428870.625000 Penalty: 4689.762695
	Iteration 14Q: 3 clusters Score -1428871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1428912.125000 Penalty: 4689.762695
	Iteration 15Q: 3 clusters Score -1428912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1428943.875000 Penalty: 4689.762695
	Iteration 16Q: 3 clusters Score -1428944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1428961.250000 Penalty: 4689.762695
	Iteration 17Q: 3 clusters Score -1428961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1428977.625000 Penalty: 4689.762695
	Iteration 18Q: 3 clusters Score -1428978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1428983.500000 Penalty: 4689.762695
	Iteration 19Q: 3 clusters Score -1428984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1428992.500000 Penalty: 4689.762695
	Iteration 20F: 3 clusters Score -1428992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1428997.250000 Penalty: 4689.762695
	Iteration 21Q: 3 clusters Score -1428997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1428996.125000 Penalty: 4689.762695
	Iteration 22Q: 3 clusters Score -1428996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1429000.875000 Penalty: 4689.762695
	Iteration 23Q: 3 clusters Score -1429001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1429001.250000 Penalty: 4689.762695
	Iteration 24Q: 3 clusters Score -1429001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1429005.750000 Penalty: 4689.762695
	Iteration 25Q: 3 clusters Score -1429006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1429006.375000 Penalty: 4689.762695
	Iteration 26Q: 3 clusters Score -1429006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1429007.125000 Penalty: 4689.762695
	Iteration 27Q: 3 clusters Score -1429007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1429009.750000 Penalty: 4689.762695
	Iteration 28Q: 3 clusters Score -1429010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1429009.875000 Penalty: 4689.762695
	Iteration 29Q: 3 clusters Score -1429010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1429009.250000 Penalty: 4689.762695
	Iteration 30Q: 3 clusters Score -1429009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1429009.250000 Penalty: 4689.762695
	Iteration 31F: 3 clusters Score -1429009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166449 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258966 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 81483 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26873 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 47327 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 73078 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569600.000000 Penalty: 124948.460938
Iteration 359Q: 36 clusters Score -2.055696e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167685 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15311 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166437 members 
Mstep: Class 9 contains 111345 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113495 members 
Mstep: Class 12 contains 258961 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21010 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172558 members 
Mstep: Class 23 contains 26872 members 
Mstep: Class 24 contains 10220 members 
Mstep: Class 25 contains 47331 members 
Mstep: Class 26 contains 8234 members 
Mstep: Class 27 contains 73083 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15789 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15524 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569680.000000 Penalty: 124948.460938
Iteration 360F: 36 clusters Score -2.055697e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167687 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15310 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166421 members 
Mstep: Class 9 contains 111344 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 258957 members 
Mstep: Class 13 contains 32598 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81485 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26870 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 47340 members 
Mstep: Class 26 contains 8238 members 
Mstep: Class 27 contains 73089 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15794 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15524 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569744.000000 Penalty: 124948.460938
Iteration 361Q: 36 clusters Score -2.055697e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167685 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15309 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166415 members 
Mstep: Class 9 contains 111343 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 258952 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 171818 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81484 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26867 members 
Mstep: Class 24 contains 10214 members 
Mstep: Class 25 contains 47341 members 
Mstep: Class 26 contains 8244 members 
Mstep: Class 27 contains 73093 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15523 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569776.000000 Penalty: 124948.460938
Iteration 362Q: 36 clusters Score -2.055698e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 167682 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39460 members 
Mstep: Class 6 contains 15309 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166415 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 258949 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 171818 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 21013 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26860 members 
Mstep: Class 24 contains 10210 members 
Mstep: Class 25 contains 47338 members 
Mstep: Class 26 contains 8246 members 
Mstep: Class 27 contains 73091 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15829 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15526 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569712.000000 Penalty: 124948.460938
Iteration 363Q: 36 clusters Score -2.055697e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 167682 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39460 members 
Mstep: Class 6 contains 15309 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166409 members 
Mstep: Class 9 contains 111338 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 258945 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 171817 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 172563 members 
Mstep: Class 23 contains 26849 members 
Mstep: Class 24 contains 10206 members 
Mstep: Class 25 contains 47341 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 73090 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15848 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15530 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569616.000000 Penalty: 124948.460938
Iteration 364Q: 36 clusters Score -2.055696e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 167678 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 15309 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166401 members 
Mstep: Class 9 contains 111338 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113488 members 
Mstep: Class 12 contains 258945 members 
Mstep: Class 13 contains 32598 members 
Mstep: Class 14 contains 171815 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81481 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22451 members 
Mstep: Class 22 contains 172561 members 
Mstep: Class 23 contains 26847 members 
Mstep: Class 24 contains 10207 members 
Mstep: Class 25 contains 47340 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 73093 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15857 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15535 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569696.000000 Penalty: 124948.460938
Iteration 365Q: 36 clusters Score -2.055697e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 167672 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39460 members 
Mstep: Class 6 contains 15313 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166394 members 
Mstep: Class 9 contains 111338 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258939 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 171813 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26141 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 21013 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22450 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26842 members 
Mstep: Class 24 contains 10208 members 
Mstep: Class 25 contains 47341 members 
Mstep: Class 26 contains 8244 members 
Mstep: Class 27 contains 73097 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15870 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15536 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569696.000000 Penalty: 124948.460938
Iteration 366Q: 36 clusters Score -2.055697e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 167674 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39460 members 
Mstep: Class 6 contains 15316 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166378 members 
Mstep: Class 9 contains 111338 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113486 members 
Mstep: Class 12 contains 258937 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 171813 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26140 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26837 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 47343 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 73100 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15881 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15539 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569616.000000 Penalty: 124948.460938
Iteration 367Q: 36 clusters Score -2.055696e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 167674 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 15317 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166360 members 
Mstep: Class 9 contains 111339 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113484 members 
Mstep: Class 12 contains 258944 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171814 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26138 members 
Mstep: Class 17 contains 81481 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22447 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26834 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 47348 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 73104 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15887 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15541 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569792.000000 Penalty: 124948.460938
Iteration 368Q: 36 clusters Score -2.055698e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167676 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 15316 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166346 members 
Mstep: Class 9 contains 111337 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113483 members 
Mstep: Class 12 contains 258943 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171813 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26132 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22446 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26828 members 
Mstep: Class 24 contains 10208 members 
Mstep: Class 25 contains 47353 members 
Mstep: Class 26 contains 8246 members 
Mstep: Class 27 contains 73105 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15904 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15546 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569616.000000 Penalty: 124948.460938
Iteration 369Q: 36 clusters Score -2.055696e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167681 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 15316 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166330 members 
Mstep: Class 9 contains 111336 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113486 members 
Mstep: Class 12 contains 258939 members 
Mstep: Class 13 contains 32597 members 
Mstep: Class 14 contains 171809 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26130 members 
Mstep: Class 17 contains 81481 members 
Mstep: Class 18 contains 21015 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22444 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26819 members 
Mstep: Class 24 contains 10205 members 
Mstep: Class 25 contains 47354 members 
Mstep: Class 26 contains 8247 members 
Mstep: Class 27 contains 73107 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15920 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15554 members 
Mstep: Class 34 contains 28417 members 
Mstep: Class 35 contains 12799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569696.000000 Penalty: 124948.460938
Iteration 370Q: 36 clusters Score -2.055697e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39465 members 
Mstep: Class 6 contains 15316 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166310 members 
Mstep: Class 9 contains 111335 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113488 members 
Mstep: Class 12 contains 258943 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 171810 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 26129 members 
Mstep: Class 17 contains 81481 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22442 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26807 members 
Mstep: Class 24 contains 10205 members 
Mstep: Class 25 contains 47360 members 
Mstep: Class 26 contains 8248 members 
Mstep: Class 27 contains 73113 members 
Mstep: Class 28 contains 4840 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15932 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15559 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569808.000000 Penalty: 124948.460938
Iteration 371Q: 36 clusters Score -2.055698e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167684 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39468 members 
Mstep: Class 6 contains 15318 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166286 members 
Mstep: Class 9 contains 111333 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258939 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171818 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26127 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22438 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26793 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 47365 members 
Mstep: Class 26 contains 8248 members 
Mstep: Class 27 contains 73123 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 5503 members 
Mstep: Class 30 contains 15953 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15559 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569952.000000 Penalty: 124948.460938
Iteration 372Q: 36 clusters Score -2.0557e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167686 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 39472 members 
Mstep: Class 6 contains 15318 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166265 members 
Mstep: Class 9 contains 111325 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113485 members 
Mstep: Class 12 contains 258931 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26124 members 
Mstep: Class 17 contains 81480 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22440 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26779 members 
Mstep: Class 24 contains 10198 members 
Mstep: Class 25 contains 47372 members 
Mstep: Class 26 contains 8248 members 
Mstep: Class 27 contains 73132 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15985 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15561 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570032.000000 Penalty: 124948.460938
Iteration 373Q: 36 clusters Score -2.0557e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167694 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39475 members 
Mstep: Class 6 contains 15318 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166249 members 
Mstep: Class 9 contains 111325 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113484 members 
Mstep: Class 12 contains 258927 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22442 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26766 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 47376 members 
Mstep: Class 26 contains 8249 members 
Mstep: Class 27 contains 73137 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 15999 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15561 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569856.000000 Penalty: 124948.460938
Iteration 374Q: 36 clusters Score -2.055699e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167699 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 39479 members 
Mstep: Class 6 contains 15321 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166238 members 
Mstep: Class 9 contains 111329 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113485 members 
Mstep: Class 12 contains 258919 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22441 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26751 members 
Mstep: Class 24 contains 10191 members 
Mstep: Class 25 contains 47378 members 
Mstep: Class 26 contains 8251 members 
Mstep: Class 27 contains 73140 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16008 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15558 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569984.000000 Penalty: 124948.460938
Iteration 375Q: 36 clusters Score -2.0557e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167697 members 
Mstep: Class 4 contains 44839 members 
Mstep: Class 5 contains 39483 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166231 members 
Mstep: Class 9 contains 111332 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113485 members 
Mstep: Class 12 contains 258913 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 26121 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22438 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26735 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 47377 members 
Mstep: Class 26 contains 8252 members 
Mstep: Class 27 contains 73142 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16028 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15555 members 
Mstep: Class 34 contains 28418 members 
Mstep: Class 35 contains 12828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570080.000000 Penalty: 124948.460938
Iteration 376Q: 36 clusters Score -2.055701e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167692 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 39490 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166231 members 
Mstep: Class 9 contains 111330 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113484 members 
Mstep: Class 12 contains 258913 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171818 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 26120 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22431 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26717 members 
Mstep: Class 24 contains 10186 members 
Mstep: Class 25 contains 47379 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73143 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15554 members 
Mstep: Class 34 contains 28419 members 
Mstep: Class 35 contains 12829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570144.000000 Penalty: 124948.460938
Iteration 377Q: 36 clusters Score -2.055701e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167688 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39497 members 
Mstep: Class 6 contains 15324 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166226 members 
Mstep: Class 9 contains 111327 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113484 members 
Mstep: Class 12 contains 258903 members 
Mstep: Class 13 contains 32585 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 17 contains 81477 members 
Mstep: Class 18 contains 21016 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22427 members 
Mstep: Class 22 contains 172558 members 
Mstep: Class 23 contains 26710 members 
Mstep: Class 24 contains 10185 members 
Mstep: Class 25 contains 47387 members 
Mstep: Class 26 contains 8255 members 
Mstep: Class 27 contains 73140 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16066 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15558 members 
Mstep: Class 34 contains 28419 members 
Mstep: Class 35 contains 12830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569952.000000 Penalty: 124948.460938
Iteration 378Q: 36 clusters Score -2.0557e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 167685 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39501 members 
Mstep: Class 6 contains 15324 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 166219 members 
Mstep: Class 9 contains 111329 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113487 members 
Mstep: Class 12 contains 258895 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 26115 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26702 members 
Mstep: Class 24 contains 10182 members 
Mstep: Class 25 contains 47389 members 
Mstep: Class 26 contains 8258 members 
Mstep: Class 27 contains 73140 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16085 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15560 members 
Mstep: Class 34 contains 28418 members 
Mstep: Class 35 contains 12832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569840.000000 Penalty: 124948.460938
Iteration 379Q: 36 clusters Score -2.055698e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167693 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39507 members 
Mstep: Class 6 contains 15324 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 166203 members 
Mstep: Class 9 contains 111326 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113488 members 
Mstep: Class 12 contains 258894 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171818 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 81482 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 172556 members 
Mstep: Class 23 contains 26693 members 
Mstep: Class 24 contains 10183 members 
Mstep: Class 25 contains 47390 members 
Mstep: Class 26 contains 8258 members 
Mstep: Class 27 contains 73141 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16097 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15560 members 
Mstep: Class 34 contains 28417 members 
Mstep: Class 35 contains 12835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569872.000000 Penalty: 124948.460938
Iteration 380F: 36 clusters Score -2.055699e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167689 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39511 members 
Mstep: Class 6 contains 15323 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166198 members 
Mstep: Class 9 contains 111321 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 258894 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 81481 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22416 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26684 members 
Mstep: Class 24 contains 10184 members 
Mstep: Class 25 contains 47390 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 73144 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16107 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15563 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569920.000000 Penalty: 124948.460938
Iteration 381Q: 36 clusters Score -2.055699e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167680 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39514 members 
Mstep: Class 6 contains 15321 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166201 members 
Mstep: Class 9 contains 111321 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113492 members 
Mstep: Class 12 contains 258891 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81478 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22414 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26679 members 
Mstep: Class 24 contains 10182 members 
Mstep: Class 25 contains 47392 members 
Mstep: Class 26 contains 8258 members 
Mstep: Class 27 contains 73148 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16116 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15568 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569984.000000 Penalty: 124948.460938
Iteration 382Q: 36 clusters Score -2.0557e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167675 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39514 members 
Mstep: Class 6 contains 15322 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166199 members 
Mstep: Class 9 contains 111319 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 258892 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 81480 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22410 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26674 members 
Mstep: Class 24 contains 10180 members 
Mstep: Class 25 contains 47394 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73152 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 16121 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15570 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570064.000000 Penalty: 124948.460938
Iteration 383Q: 36 clusters Score -2.055701e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167677 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39524 members 
Mstep: Class 6 contains 15327 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166187 members 
Mstep: Class 9 contains 111321 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113497 members 
Mstep: Class 12 contains 258884 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81481 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22403 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26664 members 
Mstep: Class 24 contains 10179 members 
Mstep: Class 25 contains 47397 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73151 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 16127 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15573 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569984.000000 Penalty: 124948.460938
Iteration 384Q: 36 clusters Score -2.0557e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39535 members 
Mstep: Class 6 contains 15329 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166170 members 
Mstep: Class 9 contains 111320 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113496 members 
Mstep: Class 12 contains 258883 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171826 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22393 members 
Mstep: Class 22 contains 172556 members 
Mstep: Class 23 contains 26653 members 
Mstep: Class 24 contains 10177 members 
Mstep: Class 25 contains 47400 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 73149 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 16133 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15575 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569920.000000 Penalty: 124948.460938
Iteration 385Q: 36 clusters Score -2.055699e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 167692 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39539 members 
Mstep: Class 6 contains 15331 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166153 members 
Mstep: Class 9 contains 111319 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113498 members 
Mstep: Class 12 contains 258879 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171827 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81489 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22384 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26647 members 
Mstep: Class 24 contains 10175 members 
Mstep: Class 25 contains 47400 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 73153 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5501 members 
Mstep: Class 30 contains 16139 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15579 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569936.000000 Penalty: 124948.460938
Iteration 386Q: 36 clusters Score -2.055699e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167694 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 39545 members 
Mstep: Class 6 contains 15331 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 166140 members 
Mstep: Class 9 contains 111320 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 113500 members 
Mstep: Class 12 contains 258876 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171827 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81488 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22378 members 
Mstep: Class 22 contains 172556 members 
Mstep: Class 23 contains 26640 members 
Mstep: Class 24 contains 10175 members 
Mstep: Class 25 contains 47404 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73154 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16145 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15583 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569888.000000 Penalty: 124948.460938
Iteration 387Q: 36 clusters Score -2.055699e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167703 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39557 members 
Mstep: Class 6 contains 15330 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166124 members 
Mstep: Class 9 contains 111318 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113502 members 
Mstep: Class 12 contains 258869 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171826 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 81487 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22367 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26637 members 
Mstep: Class 24 contains 10177 members 
Mstep: Class 25 contains 47406 members 
Mstep: Class 26 contains 8258 members 
Mstep: Class 27 contains 73153 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16154 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15588 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570032.000000 Penalty: 124948.460938
Iteration 388Q: 36 clusters Score -2.0557e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167706 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39569 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166111 members 
Mstep: Class 9 contains 111319 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 258868 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 81485 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22357 members 
Mstep: Class 22 contains 172556 members 
Mstep: Class 23 contains 26634 members 
Mstep: Class 24 contains 10176 members 
Mstep: Class 25 contains 47409 members 
Mstep: Class 26 contains 8258 members 
Mstep: Class 27 contains 73155 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16160 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15589 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570208.000000 Penalty: 124948.460938
Iteration 389Q: 36 clusters Score -2.055702e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167710 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 39575 members 
Mstep: Class 6 contains 15333 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166099 members 
Mstep: Class 9 contains 111318 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113508 members 
Mstep: Class 12 contains 258864 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81486 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22352 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26632 members 
Mstep: Class 24 contains 10173 members 
Mstep: Class 25 contains 47408 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 73158 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16169 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15590 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570112.000000 Penalty: 124948.460938
Iteration 390Q: 36 clusters Score -2.055701e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167716 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39580 members 
Mstep: Class 6 contains 15334 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166092 members 
Mstep: Class 9 contains 111318 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113509 members 
Mstep: Class 12 contains 258858 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22343 members 
Mstep: Class 22 contains 172556 members 
Mstep: Class 23 contains 26631 members 
Mstep: Class 24 contains 10169 members 
Mstep: Class 25 contains 47403 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 73155 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16175 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15593 members 
Mstep: Class 34 contains 28416 members 
Mstep: Class 35 contains 12874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569984.000000 Penalty: 124948.460938
Iteration 391Q: 36 clusters Score -2.0557e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167718 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39584 members 
Mstep: Class 6 contains 15336 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166075 members 
Mstep: Class 9 contains 111316 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113512 members 
Mstep: Class 12 contains 258863 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171825 members 
Mstep: Class 15 contains 17095 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22333 members 
Mstep: Class 22 contains 172559 members 
Mstep: Class 23 contains 26625 members 
Mstep: Class 24 contains 10167 members 
Mstep: Class 25 contains 47403 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 73159 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16181 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15595 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570096.000000 Penalty: 124948.460938
Iteration 392Q: 36 clusters Score -2.055701e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167713 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 39589 members 
Mstep: Class 6 contains 15337 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166073 members 
Mstep: Class 9 contains 111316 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113515 members 
Mstep: Class 12 contains 258864 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171828 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 81494 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 22326 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26618 members 
Mstep: Class 24 contains 10164 members 
Mstep: Class 25 contains 47404 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 73161 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16187 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15598 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570016.000000 Penalty: 124948.460938
Iteration 393Q: 36 clusters Score -2.0557e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167710 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39595 members 
Mstep: Class 6 contains 15338 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166063 members 
Mstep: Class 9 contains 111314 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113515 members 
Mstep: Class 12 contains 258865 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171827 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 22321 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26609 members 
Mstep: Class 24 contains 10165 members 
Mstep: Class 25 contains 47410 members 
Mstep: Class 26 contains 8256 members 
Mstep: Class 27 contains 73165 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16195 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15603 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570048.000000 Penalty: 124948.460938
Iteration 394Q: 36 clusters Score -2.0557e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167709 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39598 members 
Mstep: Class 6 contains 15340 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166053 members 
Mstep: Class 9 contains 111314 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113519 members 
Mstep: Class 12 contains 258865 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171826 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26110 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 22318 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26606 members 
Mstep: Class 24 contains 10165 members 
Mstep: Class 25 contains 47414 members 
Mstep: Class 26 contains 8255 members 
Mstep: Class 27 contains 73166 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16202 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15603 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570080.000000 Penalty: 124948.460938
Iteration 395Q: 36 clusters Score -2.055701e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167698 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39604 members 
Mstep: Class 6 contains 15342 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166043 members 
Mstep: Class 9 contains 111313 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113519 members 
Mstep: Class 12 contains 258871 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171826 members 
Mstep: Class 15 contains 17091 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21015 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 22307 members 
Mstep: Class 22 contains 172558 members 
Mstep: Class 23 contains 26600 members 
Mstep: Class 24 contains 10165 members 
Mstep: Class 25 contains 47423 members 
Mstep: Class 26 contains 8255 members 
Mstep: Class 27 contains 73169 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16208 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15604 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570096.000000 Penalty: 124948.460938
Iteration 396Q: 36 clusters Score -2.055701e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167703 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39611 members 
Mstep: Class 6 contains 15342 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 166018 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113520 members 
Mstep: Class 12 contains 258874 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 171825 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81491 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 22299 members 
Mstep: Class 22 contains 172554 members 
Mstep: Class 23 contains 26598 members 
Mstep: Class 24 contains 10164 members 
Mstep: Class 25 contains 47436 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 73170 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16216 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15608 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570144.000000 Penalty: 124948.460938
Iteration 397Q: 36 clusters Score -2.055701e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167707 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39616 members 
Mstep: Class 6 contains 15344 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 165997 members 
Mstep: Class 9 contains 111313 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 113519 members 
Mstep: Class 12 contains 258876 members 
Mstep: Class 13 contains 32593 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21013 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 22296 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26596 members 
Mstep: Class 24 contains 10161 members 
Mstep: Class 25 contains 47445 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73171 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16223 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15612 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570176.000000 Penalty: 124948.460938
Iteration 398Q: 36 clusters Score -2.055702e+08 nChanged 75
Entering ConstructFrom: 
Score: -205570176.000000 Penalty: 124948.460938
Entering ConstructFrom: 
Trying to split cluster 1 (46892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Entering Unmasked Estep 
Score: -5501126.500000 Penalty: 2667.389160
	Iteration 0F: 2 clusters Score -5501126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5469617.500000 Penalty: 5334.778320
	Iteration 0F: 3 clusters Score -5469618 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5481380.000000 Penalty: 5334.778320
	Iteration 1F: 3 clusters Score -5481380 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5482312.500000 Penalty: 5334.778320
	Iteration 2Q: 3 clusters Score -5482312 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5483659.000000 Penalty: 5334.778320
	Iteration 3F: 3 clusters Score -5483659 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5485555.000000 Penalty: 5334.778320
	Iteration 4F: 3 clusters Score -5485555 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -5487835.000000 Penalty: 5334.778320
	Iteration 5F: 3 clusters Score -5487835 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -5490137.000000 Penalty: 5334.778320
	Iteration 6F: 3 clusters Score -5490137 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -5492079.500000 Penalty: 5334.778320
	Iteration 7F: 3 clusters Score -5492080 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -5493444.000000 Penalty: 5334.778320
	Iteration 8Q: 3 clusters Score -5493444 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5494653.500000 Penalty: 5334.778320
	Iteration 9Q: 3 clusters Score -5494654 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5495802.000000 Penalty: 5334.778320
	Iteration 10Q: 3 clusters Score -5495802 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -5496746.500000 Penalty: 5334.778320
	Iteration 11Q: 3 clusters Score -5496746 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -5497463.000000 Penalty: 5334.778320
	Iteration 12Q: 3 clusters Score -5497463 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5498000.000000 Penalty: 5334.778320
	Iteration 13Q: 3 clusters Score -5498000 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5498350.000000 Penalty: 5334.778320
	Iteration 14Q: 3 clusters Score -5498350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5498605.500000 Penalty: 5334.778320
	Iteration 15Q: 3 clusters Score -5498606 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -5498773.000000 Penalty: 5334.778320
	Iteration 16Q: 3 clusters Score -5498773 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -5498871.500000 Penalty: 5334.778320
	Iteration 17Q: 3 clusters Score -5498872 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -5498960.500000 Penalty: 5334.778320
	Iteration 18Q: 3 clusters Score -5498960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -5499020.500000 Penalty: 5334.778320
	Iteration 19Q: 3 clusters Score -5499020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -5499062.500000 Penalty: 5334.778320
	Iteration 20F: 3 clusters Score -5499062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -5499091.000000 Penalty: 5334.778320
	Iteration 21Q: 3 clusters Score -5499091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -5499105.500000 Penalty: 5334.778320
	Iteration 22Q: 3 clusters Score -5499106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -5499111.000000 Penalty: 5334.778320
	Iteration 23Q: 3 clusters Score -5499111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -5499118.500000 Penalty: 5334.778320
	Iteration 24Q: 3 clusters Score -5499118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -5499124.500000 Penalty: 5334.778320
	Iteration 25Q: 3 clusters Score -5499124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5499133.500000 Penalty: 5334.778320
	Iteration 26Q: 3 clusters Score -5499134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -5499143.500000 Penalty: 5334.778320
	Iteration 27Q: 3 clusters Score -5499144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -5499151.000000 Penalty: 5334.778320
	Iteration 28Q: 3 clusters Score -5499151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -5499135.500000 Penalty: 5334.778320
	Iteration 29Q: 3 clusters Score -5499136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -5499147.000000 Penalty: 5334.778320
	Iteration 30Q: 3 clusters Score -5499147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -5499149.000000 Penalty: 5334.778320
	Iteration 31Q: 3 clusters Score -5499149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5499153.000000 Penalty: 5334.778320
	Iteration 32Q: 3 clusters Score -5499153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -5499156.500000 Penalty: 5334.778320
	Iteration 33Q: 3 clusters Score -5499156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5499156.000000 Penalty: 5334.778320
	Iteration 34Q: 3 clusters Score -5499156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5499156.000000 Penalty: 5334.778320
	Iteration 35F: 3 clusters Score -5499156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -771936.500000 Penalty: 2179.533203
	Iteration 0F: 2 clusters Score -771936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -766439.000000 Penalty: 4359.066406
	Iteration 0F: 3 clusters Score -766439 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -767847.375000 Penalty: 4359.066406
	Iteration 1F: 3 clusters Score -767847.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -768134.750000 Penalty: 4359.066406
	Iteration 2F: 3 clusters Score -768134.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -768349.437500 Penalty: 4359.066406
	Iteration 3F: 3 clusters Score -768349.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -768515.250000 Penalty: 4359.066406
	Iteration 4Q: 3 clusters Score -768515.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -768675.937500 Penalty: 4359.066406
	Iteration 5Q: 3 clusters Score -768675.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -768800.312500 Penalty: 4359.066406
	Iteration 6Q: 3 clusters Score -768800.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -768915.500000 Penalty: 4359.066406
	Iteration 7Q: 3 clusters Score -768915.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -769035.437500 Penalty: 4359.066406
	Iteration 8Q: 3 clusters Score -769035.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -769132.187500 Penalty: 4359.066406
	Iteration 9Q: 3 clusters Score -769132.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -769220.187500 Penalty: 4359.066406
	Iteration 10Q: 3 clusters Score -769220.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -769309.312500 Penalty: 4359.066406
	Iteration 11Q: 3 clusters Score -769309.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -769391.937500 Penalty: 4359.066406
	Iteration 12Q: 3 clusters Score -769391.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -769478.500000 Penalty: 4359.066406
	Iteration 13Q: 3 clusters Score -769478.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -769554.187500 Penalty: 4359.066406
	Iteration 14Q: 3 clusters Score -769554.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -769625.312500 Penalty: 4359.066406
	Iteration 15Q: 3 clusters Score -769625.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -769685.687500 Penalty: 4359.066406
	Iteration 16Q: 3 clusters Score -769685.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -769748.812500 Penalty: 4359.066406
	Iteration 17Q: 3 clusters Score -769748.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -769808.250000 Penalty: 4359.066406
	Iteration 18Q: 3 clusters Score -769808.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -769849.000000 Penalty: 4359.066406
	Iteration 19Q: 3 clusters Score -769849 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -769889.437500 Penalty: 4359.066406
	Iteration 20F: 3 clusters Score -769889.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -769924.687500 Penalty: 4359.066406
	Iteration 21Q: 3 clusters Score -769924.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -769958.312500 Penalty: 4359.066406
	Iteration 22Q: 3 clusters Score -769958.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -769993.437500 Penalty: 4359.066406
	Iteration 23Q: 3 clusters Score -769993.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -770012.062500 Penalty: 4359.066406
	Iteration 24Q: 3 clusters Score -770012.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -770029.937500 Penalty: 4359.066406
	Iteration 25Q: 3 clusters Score -770029.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -770052.437500 Penalty: 4359.066406
	Iteration 26Q: 3 clusters Score -770052.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -770077.437500 Penalty: 4359.066406
	Iteration 27Q: 3 clusters Score -770077.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -770098.375000 Penalty: 4359.066406
	Iteration 28Q: 3 clusters Score -770098.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -770118.375000 Penalty: 4359.066406
	Iteration 29Q: 3 clusters Score -770118.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -770134.875000 Penalty: 4359.066406
	Iteration 30Q: 3 clusters Score -770134.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -770146.375000 Penalty: 4359.066406
	Iteration 31Q: 3 clusters Score -770146.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -770160.812500 Penalty: 4359.066406
	Iteration 32Q: 3 clusters Score -770160.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -770171.625000 Penalty: 4359.066406
	Iteration 33Q: 3 clusters Score -770171.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -770179.500000 Penalty: 4359.066406
	Iteration 34Q: 3 clusters Score -770179.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -770186.687500 Penalty: 4359.066406
	Iteration 35Q: 3 clusters Score -770186.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -770193.875000 Penalty: 4359.066406
	Iteration 36Q: 3 clusters Score -770193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -770197.625000 Penalty: 4359.066406
	Iteration 37Q: 3 clusters Score -770197.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -770204.500000 Penalty: 4359.066406
	Iteration 38Q: 3 clusters Score -770204.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -770208.375000 Penalty: 4359.066406
	Iteration 39Q: 3 clusters Score -770208.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -770216.812500 Penalty: 4359.066406
	Iteration 40F: 3 clusters Score -770216.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -770223.437500 Penalty: 4359.066406
	Iteration 41Q: 3 clusters Score -770223.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -770229.062500 Penalty: 4359.066406
	Iteration 42Q: 3 clusters Score -770229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -770231.562500 Penalty: 4359.066406
	Iteration 43Q: 3 clusters Score -770231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -770235.625000 Penalty: 4359.066406
	Iteration 44Q: 3 clusters Score -770235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -770241.750000 Penalty: 4359.066406
	Iteration 45Q: 3 clusters Score -770241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -770246.250000 Penalty: 4359.066406
	Iteration 46Q: 3 clusters Score -770246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -770251.812500 Penalty: 4359.066406
	Iteration 47Q: 3 clusters Score -770251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -770254.437500 Penalty: 4359.066406
	Iteration 48Q: 3 clusters Score -770254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -770256.312500 Penalty: 4359.066406
	Iteration 49Q: 3 clusters Score -770256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -770258.625000 Penalty: 4359.066406
	Iteration 50Q: 3 clusters Score -770258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -770259.687500 Penalty: 4359.066406
	Iteration 51Q: 3 clusters Score -770259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -770261.812500 Penalty: 4359.066406
	Iteration 52Q: 3 clusters Score -770261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -770262.937500 Penalty: 4359.066406
	Iteration 53Q: 3 clusters Score -770262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -770262.812500 Penalty: 4359.066406
	Iteration 54Q: 3 clusters Score -770262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -770262.375000 Penalty: 4359.066406
	Iteration 55Q: 3 clusters Score -770262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -770262.375000 Penalty: 4359.066406
	Iteration 56F: 3 clusters Score -770262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167708 members 
Entering Unmasked Estep 
Score: -20143340.000000 Penalty: 2983.435059
	Iteration 0F: 2 clusters Score -2.014334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -20034218.000000 Penalty: 5966.870117
	Iteration 0F: 3 clusters Score -2.003422e+07 nChanged 80421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -20080954.000000 Penalty: 5966.870117
	Iteration 1F: 3 clusters Score -2.008095e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -20082320.000000 Penalty: 5966.870117
	Iteration 2Q: 3 clusters Score -2.008232e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -20083946.000000 Penalty: 5966.870117
	Iteration 3Q: 3 clusters Score -2.008395e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -20086784.000000 Penalty: 5966.870117
	Iteration 4Q: 3 clusters Score -2.008678e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -20090984.000000 Penalty: 5966.870117
	Iteration 5F: 3 clusters Score -2.009098e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -20097254.000000 Penalty: 5966.870117
	Iteration 6F: 3 clusters Score -2.009725e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -20104810.000000 Penalty: 5966.870117
	Iteration 7F: 3 clusters Score -2.010481e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119812 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -20112904.000000 Penalty: 5966.870117
	Iteration 8F: 3 clusters Score -2.01129e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126503 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -20120502.000000 Penalty: 5966.870117
	Iteration 9F: 3 clusters Score -2.01205e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -20126370.000000 Penalty: 5966.870117
	Iteration 10Q: 3 clusters Score -2.012637e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -20129730.000000 Penalty: 5966.870117
	Iteration 11Q: 3 clusters Score -2.012973e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -20131682.000000 Penalty: 5966.870117
	Iteration 12Q: 3 clusters Score -2.013168e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140084 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -20133060.000000 Penalty: 5966.870117
	Iteration 13Q: 3 clusters Score -2.013306e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -20134214.000000 Penalty: 5966.870117
	Iteration 14Q: 3 clusters Score -2.013421e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144425 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -20135212.000000 Penalty: 5966.870117
	Iteration 15Q: 3 clusters Score -2.013521e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -20136168.000000 Penalty: 5966.870117
	Iteration 16Q: 3 clusters Score -2.013617e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -20137002.000000 Penalty: 5966.870117
	Iteration 17Q: 3 clusters Score -2.0137e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -20137778.000000 Penalty: 5966.870117
	Iteration 18Q: 3 clusters Score -2.013778e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -20138412.000000 Penalty: 5966.870117
	Iteration 19Q: 3 clusters Score -2.013841e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -20138990.000000 Penalty: 5966.870117
	Iteration 20F: 3 clusters Score -2.013899e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -20139582.000000 Penalty: 5966.870117
	Iteration 21Q: 3 clusters Score -2.013958e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155947 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -20140030.000000 Penalty: 5966.870117
	Iteration 22Q: 3 clusters Score -2.014003e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -20140386.000000 Penalty: 5966.870117
	Iteration 23Q: 3 clusters Score -2.014039e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -20140662.000000 Penalty: 5966.870117
	Iteration 24Q: 3 clusters Score -2.014066e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -20140816.000000 Penalty: 5966.870117
	Iteration 25Q: 3 clusters Score -2.014082e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159539 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -20141044.000000 Penalty: 5966.870117
	Iteration 26Q: 3 clusters Score -2.014104e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160169 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -20141112.000000 Penalty: 5966.870117
	Iteration 27Q: 3 clusters Score -2.014111e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -20141244.000000 Penalty: 5966.870117
	Iteration 28Q: 3 clusters Score -2.014124e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161287 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -20141276.000000 Penalty: 5966.870117
	Iteration 29Q: 3 clusters Score -2.014128e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -20141372.000000 Penalty: 5966.870117
	Iteration 30Q: 3 clusters Score -2.014137e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -20141378.000000 Penalty: 5966.870117
	Iteration 31Q: 3 clusters Score -2.014138e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162539 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -20141464.000000 Penalty: 5966.870117
	Iteration 32Q: 3 clusters Score -2.014146e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162863 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -20141492.000000 Penalty: 5966.870117
	Iteration 33Q: 3 clusters Score -2.014149e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163147 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -20141504.000000 Penalty: 5966.870117
	Iteration 34Q: 3 clusters Score -2.01415e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -20141474.000000 Penalty: 5966.870117
	Iteration 35Q: 3 clusters Score -2.014147e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163660 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -20141512.000000 Penalty: 5966.870117
	Iteration 36Q: 3 clusters Score -2.014151e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -20141510.000000 Penalty: 5966.870117
	Iteration 37Q: 3 clusters Score -2.014151e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164030 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -20141490.000000 Penalty: 5966.870117
	Iteration 38Q: 3 clusters Score -2.014149e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -20141522.000000 Penalty: 5966.870117
	Iteration 39Q: 3 clusters Score -2.014152e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164282 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20141522.000000 Penalty: 5966.870117
	Iteration 40F: 3 clusters Score -2.014152e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164394 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -20141490.000000 Penalty: 5966.870117
	Iteration 41Q: 3 clusters Score -2.014149e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -20141528.000000 Penalty: 5966.870117
	Iteration 42Q: 3 clusters Score -2.014153e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164576 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20141534.000000 Penalty: 5966.870117
	Iteration 43Q: 3 clusters Score -2.014153e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164661 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -20141566.000000 Penalty: 5966.870117
	Iteration 44Q: 3 clusters Score -2.014157e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -20141562.000000 Penalty: 5966.870117
	Iteration 45Q: 3 clusters Score -2.014156e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164839 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -20141552.000000 Penalty: 5966.870117
	Iteration 46Q: 3 clusters Score -2.014155e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164902 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -20141566.000000 Penalty: 5966.870117
	Iteration 47Q: 3 clusters Score -2.014157e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20141554.000000 Penalty: 5966.870117
	Iteration 48Q: 3 clusters Score -2.014155e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -20141566.000000 Penalty: 5966.870117
	Iteration 49Q: 3 clusters Score -2.014157e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165056 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -20141534.000000 Penalty: 5966.870117
	Iteration 50Q: 3 clusters Score -2.014153e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -20141558.000000 Penalty: 5966.870117
	Iteration 51Q: 3 clusters Score -2.014156e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20141586.000000 Penalty: 5966.870117
	Iteration 52Q: 3 clusters Score -2.014159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165202 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -20141586.000000 Penalty: 5966.870117
	Iteration 53Q: 3 clusters Score -2.014159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165247 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20141570.000000 Penalty: 5966.870117
	Iteration 54Q: 3 clusters Score -2.014157e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165287 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -20141584.000000 Penalty: 5966.870117
	Iteration 55Q: 3 clusters Score -2.014158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165328 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -20141610.000000 Penalty: 5966.870117
	Iteration 56Q: 3 clusters Score -2.014161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -20141594.000000 Penalty: 5966.870117
	Iteration 57Q: 3 clusters Score -2.014159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20141608.000000 Penalty: 5966.870117
	Iteration 58Q: 3 clusters Score -2.014161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165395 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -20141628.000000 Penalty: 5966.870117
	Iteration 59Q: 3 clusters Score -2.014163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -20141630.000000 Penalty: 5966.870117
	Iteration 60F: 3 clusters Score -2.014163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165418 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -20141622.000000 Penalty: 5966.870117
	Iteration 61Q: 3 clusters Score -2.014162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -20141610.000000 Penalty: 5966.870117
	Iteration 62Q: 3 clusters Score -2.014161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165445 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -20141610.000000 Penalty: 5966.870117
	Iteration 63Q: 3 clusters Score -2.014161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -20141602.000000 Penalty: 5966.870117
	Iteration 64Q: 3 clusters Score -2.01416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -20141604.000000 Penalty: 5966.870117
	Iteration 65Q: 3 clusters Score -2.01416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -20141604.000000 Penalty: 5966.870117
	Iteration 66Q: 3 clusters Score -2.01416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20141604.000000 Penalty: 5966.870117
	Iteration 67Q: 3 clusters Score -2.01416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20141610.000000 Penalty: 5966.870117
	Iteration 68Q: 3 clusters Score -2.014161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165539 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -20141590.000000 Penalty: 5966.870117
	Iteration 69Q: 3 clusters Score -2.014159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -20141608.000000 Penalty: 5966.870117
	Iteration 70Q: 3 clusters Score -2.014161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20141602.000000 Penalty: 5966.870117
	Iteration 71Q: 3 clusters Score -2.01416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165553 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -20141606.000000 Penalty: 5966.870117
	Iteration 72Q: 3 clusters Score -2.014161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20141594.000000 Penalty: 5966.870117
	Iteration 73Q: 3 clusters Score -2.014159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165570 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -20141590.000000 Penalty: 5966.870117
	Iteration 74Q: 3 clusters Score -2.014159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -20141582.000000 Penalty: 5966.870117
	Iteration 75Q: 3 clusters Score -2.014158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -20141580.000000 Penalty: 5966.870117
	Iteration 76Q: 3 clusters Score -2.014158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -20141604.000000 Penalty: 5966.870117
	Iteration 77Q: 3 clusters Score -2.01416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165598 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20141608.000000 Penalty: 5966.870117
	Iteration 78Q: 3 clusters Score -2.014161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165604 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20141612.000000 Penalty: 5966.870117
	Iteration 79Q: 3 clusters Score -2.014161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -20141598.000000 Penalty: 5966.870117
	Iteration 80F: 3 clusters Score -2.01416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -20141600.000000 Penalty: 5966.870117
	Iteration 81Q: 3 clusters Score -2.01416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165618 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -20141616.000000 Penalty: 5966.870117
	Iteration 82Q: 3 clusters Score -2.014162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20141602.000000 Penalty: 5966.870117
	Iteration 83Q: 3 clusters Score -2.01416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -20141602.000000 Penalty: 5966.870117
	Iteration 84Q: 3 clusters Score -2.01416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165638 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -20141608.000000 Penalty: 5966.870117
	Iteration 85Q: 3 clusters Score -2.014161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -20141604.000000 Penalty: 5966.870117
	Iteration 86Q: 3 clusters Score -2.01416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -20141594.000000 Penalty: 5966.870117
	Iteration 87Q: 3 clusters Score -2.014159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20141592.000000 Penalty: 5966.870117
	Iteration 88Q: 3 clusters Score -2.014159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -20141600.000000 Penalty: 5966.870117
	Iteration 89Q: 3 clusters Score -2.01416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20141594.000000 Penalty: 5966.870117
	Iteration 90Q: 3 clusters Score -2.014159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -20141594.000000 Penalty: 5966.870117
	Iteration 91Q: 3 clusters Score -2.014159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -20141594.000000 Penalty: 5966.870117
	Iteration 92F: 3 clusters Score -2.014159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Entering Unmasked Estep 
Score: -5419732.500000 Penalty: 2656.297852
	Iteration 0F: 2 clusters Score -5419732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5389186.500000 Penalty: 5312.595703
	Iteration 0F: 3 clusters Score -5389186 nChanged 20689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5400802.500000 Penalty: 5312.595703
	Iteration 1F: 3 clusters Score -5400802 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -5401550.000000 Penalty: 5312.595703
	Iteration 2Q: 3 clusters Score -5401550 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5402428.000000 Penalty: 5312.595703
	Iteration 3Q: 3 clusters Score -5402428 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5403570.000000 Penalty: 5312.595703
	Iteration 4F: 3 clusters Score -5403570 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5405325.000000 Penalty: 5312.595703
	Iteration 5F: 3 clusters Score -5405325 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5407800.000000 Penalty: 5312.595703
	Iteration 6F: 3 clusters Score -5407800 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5410579.500000 Penalty: 5312.595703
	Iteration 7F: 3 clusters Score -5410580 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5413086.000000 Penalty: 5312.595703
	Iteration 8F: 3 clusters Score -5413086 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -5414831.000000 Penalty: 5312.595703
	Iteration 9Q: 3 clusters Score -5414831 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5415896.500000 Penalty: 5312.595703
	Iteration 10Q: 3 clusters Score -5415896 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5416465.000000 Penalty: 5312.595703
	Iteration 11Q: 3 clusters Score -5416465 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5416745.000000 Penalty: 5312.595703
	Iteration 12Q: 3 clusters Score -5416745 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5416945.000000 Penalty: 5312.595703
	Iteration 13Q: 3 clusters Score -5416945 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5417070.500000 Penalty: 5312.595703
	Iteration 14Q: 3 clusters Score -5417070 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5417151.500000 Penalty: 5312.595703
	Iteration 15Q: 3 clusters Score -5417152 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5417200.500000 Penalty: 5312.595703
	Iteration 16Q: 3 clusters Score -5417200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5417246.500000 Penalty: 5312.595703
	Iteration 17Q: 3 clusters Score -5417246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5417265.000000 Penalty: 5312.595703
	Iteration 18Q: 3 clusters Score -5417265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5417280.000000 Penalty: 5312.595703
	Iteration 19Q: 3 clusters Score -5417280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5417322.000000 Penalty: 5312.595703
	Iteration 20F: 3 clusters Score -5417322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5417342.500000 Penalty: 5312.595703
	Iteration 21Q: 3 clusters Score -5417342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5417364.000000 Penalty: 5312.595703
	Iteration 22Q: 3 clusters Score -5417364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5417383.000000 Penalty: 5312.595703
	Iteration 23Q: 3 clusters Score -5417383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5417405.500000 Penalty: 5312.595703
	Iteration 24Q: 3 clusters Score -5417406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5417420.500000 Penalty: 5312.595703
	Iteration 25Q: 3 clusters Score -5417420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5417438.000000 Penalty: 5312.595703
	Iteration 26Q: 3 clusters Score -5417438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5417453.500000 Penalty: 5312.595703
	Iteration 27Q: 3 clusters Score -5417454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5417456.500000 Penalty: 5312.595703
	Iteration 28Q: 3 clusters Score -5417456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5417469.500000 Penalty: 5312.595703
	Iteration 29Q: 3 clusters Score -5417470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5417483.500000 Penalty: 5312.595703
	Iteration 30Q: 3 clusters Score -5417484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5417494.500000 Penalty: 5312.595703
	Iteration 31Q: 3 clusters Score -5417494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5417502.500000 Penalty: 5312.595703
	Iteration 32Q: 3 clusters Score -5417502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5417501.500000 Penalty: 5312.595703
	Iteration 33Q: 3 clusters Score -5417502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5417500.500000 Penalty: 5312.595703
	Iteration 34Q: 3 clusters Score -5417500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5417497.500000 Penalty: 5312.595703
	Iteration 35Q: 3 clusters Score -5417498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5417516.500000 Penalty: 5312.595703
	Iteration 36Q: 3 clusters Score -5417516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5417525.000000 Penalty: 5312.595703
	Iteration 37Q: 3 clusters Score -5417525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5417527.000000 Penalty: 5312.595703
	Iteration 38Q: 3 clusters Score -5417527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5417528.500000 Penalty: 5312.595703
	Iteration 39Q: 3 clusters Score -5417528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5417525.000000 Penalty: 5312.595703
	Iteration 40F: 3 clusters Score -5417525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5417518.000000 Penalty: 5312.595703
	Iteration 41Q: 3 clusters Score -5417518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5417523.000000 Penalty: 5312.595703
	Iteration 42Q: 3 clusters Score -5417523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5417526.000000 Penalty: 5312.595703
	Iteration 43Q: 3 clusters Score -5417526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5417531.000000 Penalty: 5312.595703
	Iteration 44Q: 3 clusters Score -5417531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5417529.000000 Penalty: 5312.595703
	Iteration 45Q: 3 clusters Score -5417529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5417529.000000 Penalty: 5312.595703
	Iteration 46Q: 3 clusters Score -5417529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5417525.000000 Penalty: 5312.595703
	Iteration 47Q: 3 clusters Score -5417525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5417524.500000 Penalty: 5312.595703
	Iteration 48Q: 3 clusters Score -5417524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5417529.000000 Penalty: 5312.595703
	Iteration 49Q: 3 clusters Score -5417529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5417526.000000 Penalty: 5312.595703
	Iteration 50Q: 3 clusters Score -5417526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5417531.000000 Penalty: 5312.595703
	Iteration 51Q: 3 clusters Score -5417531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5417533.500000 Penalty: 5312.595703
	Iteration 52Q: 3 clusters Score -5417534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5417533.500000 Penalty: 5312.595703
	Iteration 53F: 3 clusters Score -5417534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Entering Unmasked Estep 
Score: -4696187.500000 Penalty: 2625.573242
	Iteration 0F: 2 clusters Score -4696188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4669283.500000 Penalty: 5251.146484
	Iteration 0F: 3 clusters Score -4669284 nChanged 18134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4679188.000000 Penalty: 5251.146484
	Iteration 1F: 3 clusters Score -4679188 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -4679621.000000 Penalty: 5251.146484
	Iteration 2Q: 3 clusters Score -4679621 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4679994.500000 Penalty: 5251.146484
	Iteration 3Q: 3 clusters Score -4679994 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4680347.500000 Penalty: 5251.146484
	Iteration 4Q: 3 clusters Score -4680348 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4680738.000000 Penalty: 5251.146484
	Iteration 5Q: 3 clusters Score -4680738 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4681150.000000 Penalty: 5251.146484
	Iteration 6Q: 3 clusters Score -4681150 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -4681593.500000 Penalty: 5251.146484
	Iteration 7Q: 3 clusters Score -4681594 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4682043.500000 Penalty: 5251.146484
	Iteration 8Q: 3 clusters Score -4682044 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4682551.500000 Penalty: 5251.146484
	Iteration 9Q: 3 clusters Score -4682552 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4683065.000000 Penalty: 5251.146484
	Iteration 10Q: 3 clusters Score -4683065 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4683578.000000 Penalty: 5251.146484
	Iteration 11Q: 3 clusters Score -4683578 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4684168.000000 Penalty: 5251.146484
	Iteration 12Q: 3 clusters Score -4684168 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4684711.500000 Penalty: 5251.146484
	Iteration 13Q: 3 clusters Score -4684712 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4685253.500000 Penalty: 5251.146484
	Iteration 14Q: 3 clusters Score -4685254 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -4685821.500000 Penalty: 5251.146484
	Iteration 15Q: 3 clusters Score -4685822 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4686487.500000 Penalty: 5251.146484
	Iteration 16Q: 3 clusters Score -4686488 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4687173.000000 Penalty: 5251.146484
	Iteration 17Q: 3 clusters Score -4687173 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4687890.000000 Penalty: 5251.146484
	Iteration 18Q: 3 clusters Score -4687890 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4688432.000000 Penalty: 5251.146484
	Iteration 19Q: 3 clusters Score -4688432 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -4688792.500000 Penalty: 5251.146484
	Iteration 20F: 3 clusters Score -4688792 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4689007.500000 Penalty: 5251.146484
	Iteration 21Q: 3 clusters Score -4689008 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4689116.500000 Penalty: 5251.146484
	Iteration 22Q: 3 clusters Score -4689116 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -4689180.500000 Penalty: 5251.146484
	Iteration 23Q: 3 clusters Score -4689180 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4689235.000000 Penalty: 5251.146484
	Iteration 24Q: 3 clusters Score -4689235 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4689298.000000 Penalty: 5251.146484
	Iteration 25Q: 3 clusters Score -4689298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4689342.000000 Penalty: 5251.146484
	Iteration 26Q: 3 clusters Score -4689342 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4689373.000000 Penalty: 5251.146484
	Iteration 27Q: 3 clusters Score -4689373 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4689423.500000 Penalty: 5251.146484
	Iteration 28Q: 3 clusters Score -4689424 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4689471.000000 Penalty: 5251.146484
	Iteration 29Q: 3 clusters Score -4689471 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4689518.500000 Penalty: 5251.146484
	Iteration 30Q: 3 clusters Score -4689518 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4689585.000000 Penalty: 5251.146484
	Iteration 31Q: 3 clusters Score -4689585 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4689631.000000 Penalty: 5251.146484
	Iteration 32Q: 3 clusters Score -4689631 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4689664.500000 Penalty: 5251.146484
	Iteration 33Q: 3 clusters Score -4689664 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -4689728.000000 Penalty: 5251.146484
	Iteration 34Q: 3 clusters Score -4689728 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4689783.000000 Penalty: 5251.146484
	Iteration 35Q: 3 clusters Score -4689783 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4689836.000000 Penalty: 5251.146484
	Iteration 36Q: 3 clusters Score -4689836 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4689896.500000 Penalty: 5251.146484
	Iteration 37Q: 3 clusters Score -4689896 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4689972.000000 Penalty: 5251.146484
	Iteration 38Q: 3 clusters Score -4689972 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4690046.000000 Penalty: 5251.146484
	Iteration 39Q: 3 clusters Score -4690046 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -4690165.000000 Penalty: 5251.146484
	Iteration 40F: 3 clusters Score -4690165 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -4690279.000000 Penalty: 5251.146484
	Iteration 41Q: 3 clusters Score -4690279 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4690400.500000 Penalty: 5251.146484
	Iteration 42Q: 3 clusters Score -4690400 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4690504.500000 Penalty: 5251.146484
	Iteration 43Q: 3 clusters Score -4690504 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4690629.000000 Penalty: 5251.146484
	Iteration 44Q: 3 clusters Score -4690629 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4690745.000000 Penalty: 5251.146484
	Iteration 45Q: 3 clusters Score -4690745 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4690904.500000 Penalty: 5251.146484
	Iteration 46Q: 3 clusters Score -4690904 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4691064.000000 Penalty: 5251.146484
	Iteration 47Q: 3 clusters Score -4691064 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4691249.000000 Penalty: 5251.146484
	Iteration 48Q: 3 clusters Score -4691249 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -4691460.500000 Penalty: 5251.146484
	Iteration 49Q: 3 clusters Score -4691460 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4691642.500000 Penalty: 5251.146484
	Iteration 50Q: 3 clusters Score -4691642 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4691841.500000 Penalty: 5251.146484
	Iteration 51Q: 3 clusters Score -4691842 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4692023.500000 Penalty: 5251.146484
	Iteration 52Q: 3 clusters Score -4692024 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4692199.500000 Penalty: 5251.146484
	Iteration 53Q: 3 clusters Score -4692200 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4692404.000000 Penalty: 5251.146484
	Iteration 54Q: 3 clusters Score -4692404 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4692582.000000 Penalty: 5251.146484
	Iteration 55Q: 3 clusters Score -4692582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4692753.000000 Penalty: 5251.146484
	Iteration 56Q: 3 clusters Score -4692753 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4692927.500000 Penalty: 5251.146484
	Iteration 57Q: 3 clusters Score -4692928 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4693088.000000 Penalty: 5251.146484
	Iteration 58Q: 3 clusters Score -4693088 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4693233.000000 Penalty: 5251.146484
	Iteration 59Q: 3 clusters Score -4693233 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4693368.000000 Penalty: 5251.146484
	Iteration 60F: 3 clusters Score -4693368 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4693466.500000 Penalty: 5251.146484
	Iteration 61Q: 3 clusters Score -4693466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4693542.000000 Penalty: 5251.146484
	Iteration 62Q: 3 clusters Score -4693542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4693599.500000 Penalty: 5251.146484
	Iteration 63Q: 3 clusters Score -4693600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4693674.000000 Penalty: 5251.146484
	Iteration 64Q: 3 clusters Score -4693674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4693713.000000 Penalty: 5251.146484
	Iteration 65Q: 3 clusters Score -4693713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4693737.000000 Penalty: 5251.146484
	Iteration 66Q: 3 clusters Score -4693737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4693749.500000 Penalty: 5251.146484
	Iteration 67Q: 3 clusters Score -4693750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4693763.500000 Penalty: 5251.146484
	Iteration 68Q: 3 clusters Score -4693764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4693781.000000 Penalty: 5251.146484
	Iteration 69Q: 3 clusters Score -4693781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4693791.500000 Penalty: 5251.146484
	Iteration 70Q: 3 clusters Score -4693792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4693800.500000 Penalty: 5251.146484
	Iteration 71Q: 3 clusters Score -4693800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4693817.500000 Penalty: 5251.146484
	Iteration 72Q: 3 clusters Score -4693818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4693831.500000 Penalty: 5251.146484
	Iteration 73Q: 3 clusters Score -4693832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4693839.000000 Penalty: 5251.146484
	Iteration 74Q: 3 clusters Score -4693839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4693852.500000 Penalty: 5251.146484
	Iteration 75Q: 3 clusters Score -4693852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4693868.000000 Penalty: 5251.146484
	Iteration 76Q: 3 clusters Score -4693868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4693873.500000 Penalty: 5251.146484
	Iteration 77Q: 3 clusters Score -4693874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4693880.000000 Penalty: 5251.146484
	Iteration 78Q: 3 clusters Score -4693880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4693888.000000 Penalty: 5251.146484
	Iteration 79Q: 3 clusters Score -4693888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4693892.000000 Penalty: 5251.146484
	Iteration 80F: 3 clusters Score -4693892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4693897.500000 Penalty: 5251.146484
	Iteration 81Q: 3 clusters Score -4693898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4693904.000000 Penalty: 5251.146484
	Iteration 82Q: 3 clusters Score -4693904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4693907.000000 Penalty: 5251.146484
	Iteration 83Q: 3 clusters Score -4693907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4693905.000000 Penalty: 5251.146484
	Iteration 84Q: 3 clusters Score -4693905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4693920.000000 Penalty: 5251.146484
	Iteration 85Q: 3 clusters Score -4693920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4693935.500000 Penalty: 5251.146484
	Iteration 86Q: 3 clusters Score -4693936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4693948.000000 Penalty: 5251.146484
	Iteration 87Q: 3 clusters Score -4693948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4693970.000000 Penalty: 5251.146484
	Iteration 88Q: 3 clusters Score -4693970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4693973.500000 Penalty: 5251.146484
	Iteration 89Q: 3 clusters Score -4693974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4693979.500000 Penalty: 5251.146484
	Iteration 90Q: 3 clusters Score -4693980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4693982.000000 Penalty: 5251.146484
	Iteration 91Q: 3 clusters Score -4693982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4693982.500000 Penalty: 5251.146484
	Iteration 92Q: 3 clusters Score -4693982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4693985.500000 Penalty: 5251.146484
	Iteration 93Q: 3 clusters Score -4693986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4693987.500000 Penalty: 5251.146484
	Iteration 94Q: 3 clusters Score -4693988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4693987.000000 Penalty: 5251.146484
	Iteration 95Q: 3 clusters Score -4693987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4693990.000000 Penalty: 5251.146484
	Iteration 96Q: 3 clusters Score -4693990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4693994.500000 Penalty: 5251.146484
	Iteration 97Q: 3 clusters Score -4693994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4693998.000000 Penalty: 5251.146484
	Iteration 98Q: 3 clusters Score -4693998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4693998.500000 Penalty: 5251.146484
	Iteration 99Q: 3 clusters Score -4693998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4694009.000000 Penalty: 5251.146484
	Iteration 100F: 3 clusters Score -4694009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4694013.000000 Penalty: 5251.146484
	Iteration 101Q: 3 clusters Score -4694013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4694015.000000 Penalty: 5251.146484
	Iteration 102Q: 3 clusters Score -4694015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4694014.000000 Penalty: 5251.146484
	Iteration 103Q: 3 clusters Score -4694014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4694021.500000 Penalty: 5251.146484
	Iteration 104Q: 3 clusters Score -4694022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4694019.500000 Penalty: 5251.146484
	Iteration 105Q: 3 clusters Score -4694020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4694026.500000 Penalty: 5251.146484
	Iteration 106Q: 3 clusters Score -4694026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4694029.500000 Penalty: 5251.146484
	Iteration 107Q: 3 clusters Score -4694030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4694030.500000 Penalty: 5251.146484
	Iteration 108Q: 3 clusters Score -4694030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4694027.500000 Penalty: 5251.146484
	Iteration 109Q: 3 clusters Score -4694028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4694031.500000 Penalty: 5251.146484
	Iteration 110Q: 3 clusters Score -4694032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4694034.500000 Penalty: 5251.146484
	Iteration 111Q: 3 clusters Score -4694034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4694031.500000 Penalty: 5251.146484
	Iteration 112Q: 3 clusters Score -4694032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4694032.500000 Penalty: 5251.146484
	Iteration 113Q: 3 clusters Score -4694032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4694032.500000 Penalty: 5251.146484
	Iteration 114F: 3 clusters Score -4694032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Entering Unmasked Estep 
Score: -1705712.250000 Penalty: 2390.359131
	Iteration 0F: 2 clusters Score -1705712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1694677.875000 Penalty: 4780.718262
	Iteration 0F: 3 clusters Score -1694678 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1698267.500000 Penalty: 4780.718262
	Iteration 1F: 3 clusters Score -1698268 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1698590.125000 Penalty: 4780.718262
	Iteration 2F: 3 clusters Score -1698590 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1698894.125000 Penalty: 4780.718262
	Iteration 3Q: 3 clusters Score -1698894 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1699185.625000 Penalty: 4780.718262
	Iteration 4Q: 3 clusters Score -1699186 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1699496.250000 Penalty: 4780.718262
	Iteration 5Q: 3 clusters Score -1699496 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1699918.875000 Penalty: 4780.718262
	Iteration 6Q: 3 clusters Score -1699919 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1700454.375000 Penalty: 4780.718262
	Iteration 7Q: 3 clusters Score -1700454 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1701018.000000 Penalty: 4780.718262
	Iteration 8F: 3 clusters Score -1701018 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1701542.875000 Penalty: 4780.718262
	Iteration 9F: 3 clusters Score -1701543 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1701987.000000 Penalty: 4780.718262
	Iteration 10F: 3 clusters Score -1701987 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1702411.500000 Penalty: 4780.718262
	Iteration 11Q: 3 clusters Score -1702412 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1702827.000000 Penalty: 4780.718262
	Iteration 12Q: 3 clusters Score -1702827 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1703244.875000 Penalty: 4780.718262
	Iteration 13Q: 3 clusters Score -1703245 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1703663.750000 Penalty: 4780.718262
	Iteration 14Q: 3 clusters Score -1703664 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1703996.375000 Penalty: 4780.718262
	Iteration 15Q: 3 clusters Score -1703996 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1704211.000000 Penalty: 4780.718262
	Iteration 16Q: 3 clusters Score -1704211 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1704347.750000 Penalty: 4780.718262
	Iteration 17Q: 3 clusters Score -1704348 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1704447.750000 Penalty: 4780.718262
	Iteration 18Q: 3 clusters Score -1704448 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1704518.875000 Penalty: 4780.718262
	Iteration 19Q: 3 clusters Score -1704519 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1704585.750000 Penalty: 4780.718262
	Iteration 20F: 3 clusters Score -1704586 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1704631.375000 Penalty: 4780.718262
	Iteration 21Q: 3 clusters Score -1704631 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1704675.375000 Penalty: 4780.718262
	Iteration 22Q: 3 clusters Score -1704675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1704718.250000 Penalty: 4780.718262
	Iteration 23Q: 3 clusters Score -1704718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1704757.500000 Penalty: 4780.718262
	Iteration 24Q: 3 clusters Score -1704758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1704782.000000 Penalty: 4780.718262
	Iteration 25Q: 3 clusters Score -1704782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1704795.250000 Penalty: 4780.718262
	Iteration 26Q: 3 clusters Score -1704795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1704808.875000 Penalty: 4780.718262
	Iteration 27Q: 3 clusters Score -1704809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1704819.875000 Penalty: 4780.718262
	Iteration 28Q: 3 clusters Score -1704820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1704835.375000 Penalty: 4780.718262
	Iteration 29Q: 3 clusters Score -1704835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1704852.125000 Penalty: 4780.718262
	Iteration 30Q: 3 clusters Score -1704852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1704861.000000 Penalty: 4780.718262
	Iteration 31Q: 3 clusters Score -1704861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1704876.125000 Penalty: 4780.718262
	Iteration 32Q: 3 clusters Score -1704876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1704885.750000 Penalty: 4780.718262
	Iteration 33Q: 3 clusters Score -1704886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1704898.375000 Penalty: 4780.718262
	Iteration 34Q: 3 clusters Score -1704898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1704906.750000 Penalty: 4780.718262
	Iteration 35Q: 3 clusters Score -1704907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1704926.500000 Penalty: 4780.718262
	Iteration 36Q: 3 clusters Score -1704926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1704942.125000 Penalty: 4780.718262
	Iteration 37Q: 3 clusters Score -1704942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1704947.125000 Penalty: 4780.718262
	Iteration 38Q: 3 clusters Score -1704947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1704961.250000 Penalty: 4780.718262
	Iteration 39Q: 3 clusters Score -1704961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1704972.750000 Penalty: 4780.718262
	Iteration 40F: 3 clusters Score -1704973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1704987.750000 Penalty: 4780.718262
	Iteration 41Q: 3 clusters Score -1704988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1705001.500000 Penalty: 4780.718262
	Iteration 42Q: 3 clusters Score -1705002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1705004.500000 Penalty: 4780.718262
	Iteration 43Q: 3 clusters Score -1705004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1705010.000000 Penalty: 4780.718262
	Iteration 44Q: 3 clusters Score -1705010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1705015.750000 Penalty: 4780.718262
	Iteration 45Q: 3 clusters Score -1705016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1705018.000000 Penalty: 4780.718262
	Iteration 46Q: 3 clusters Score -1705018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1705024.375000 Penalty: 4780.718262
	Iteration 47Q: 3 clusters Score -1705024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1705025.250000 Penalty: 4780.718262
	Iteration 48Q: 3 clusters Score -1705025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1705028.000000 Penalty: 4780.718262
	Iteration 49Q: 3 clusters Score -1705028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1705027.875000 Penalty: 4780.718262
	Iteration 50Q: 3 clusters Score -1705028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1705027.875000 Penalty: 4780.718262
	Iteration 51Q: 3 clusters Score -1705028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1705027.625000 Penalty: 4780.718262
	Iteration 52Q: 3 clusters Score -1705028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1705027.375000 Penalty: 4780.718262
	Iteration 53Q: 3 clusters Score -1705027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1705030.125000 Penalty: 4780.718262
	Iteration 54Q: 3 clusters Score -1705030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1705030.750000 Penalty: 4780.718262
	Iteration 55Q: 3 clusters Score -1705031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1705031.375000 Penalty: 4780.718262
	Iteration 56Q: 3 clusters Score -1705031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1705033.875000 Penalty: 4780.718262
	Iteration 57Q: 3 clusters Score -1705034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1705034.750000 Penalty: 4780.718262
	Iteration 58Q: 3 clusters Score -1705035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1705033.500000 Penalty: 4780.718262
	Iteration 59Q: 3 clusters Score -1705034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1705038.125000 Penalty: 4780.718262
	Iteration 60F: 3 clusters Score -1705038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1705035.250000 Penalty: 4780.718262
	Iteration 61Q: 3 clusters Score -1705035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1705033.875000 Penalty: 4780.718262
	Iteration 62Q: 3 clusters Score -1705034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1705038.375000 Penalty: 4780.718262
	Iteration 63Q: 3 clusters Score -1705038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1705040.750000 Penalty: 4780.718262
	Iteration 64Q: 3 clusters Score -1705041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1705041.500000 Penalty: 4780.718262
	Iteration 65Q: 3 clusters Score -1705042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1705039.375000 Penalty: 4780.718262
	Iteration 66Q: 3 clusters Score -1705039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1705040.375000 Penalty: 4780.718262
	Iteration 67Q: 3 clusters Score -1705040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1705042.125000 Penalty: 4780.718262
	Iteration 68Q: 3 clusters Score -1705042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1705042.125000 Penalty: 4780.718262
	Iteration 69F: 3 clusters Score -1705042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Entering Unmasked Estep 
Score: -830167.937500 Penalty: 2194.644043
	Iteration 0F: 2 clusters Score -830167.9 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 3471 members 
Entering Unmasked Estep 
Score: -824461.750000 Penalty: 4389.288086
	Iteration 0F: 3 clusters Score -824461.8 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -826027.812500 Penalty: 4389.288086
	Iteration 1F: 3 clusters Score -826027.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -826359.687500 Penalty: 4389.288086
	Iteration 2F: 3 clusters Score -826359.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -826656.875000 Penalty: 4389.288086
	Iteration 3F: 3 clusters Score -826656.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -826932.687500 Penalty: 4389.288086
	Iteration 4F: 3 clusters Score -826932.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -827186.625000 Penalty: 4389.288086
	Iteration 5F: 3 clusters Score -827186.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -827452.750000 Penalty: 4389.288086
	Iteration 6Q: 3 clusters Score -827452.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -827712.000000 Penalty: 4389.288086
	Iteration 7F: 3 clusters Score -827712 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -827894.625000 Penalty: 4389.288086
	Iteration 8Q: 3 clusters Score -827894.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -828032.750000 Penalty: 4389.288086
	Iteration 9Q: 3 clusters Score -828032.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -828124.625000 Penalty: 4389.288086
	Iteration 10Q: 3 clusters Score -828124.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -828189.187500 Penalty: 4389.288086
	Iteration 11Q: 3 clusters Score -828189.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -828240.437500 Penalty: 4389.288086
	Iteration 12Q: 3 clusters Score -828240.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -828279.687500 Penalty: 4389.288086
	Iteration 13Q: 3 clusters Score -828279.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -828312.000000 Penalty: 4389.288086
	Iteration 14Q: 3 clusters Score -828312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -828332.375000 Penalty: 4389.288086
	Iteration 15Q: 3 clusters Score -828332.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -828345.437500 Penalty: 4389.288086
	Iteration 16Q: 3 clusters Score -828345.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -828360.625000 Penalty: 4389.288086
	Iteration 17Q: 3 clusters Score -828360.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -828374.437500 Penalty: 4389.288086
	Iteration 18Q: 3 clusters Score -828374.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -828384.875000 Penalty: 4389.288086
	Iteration 19Q: 3 clusters Score -828384.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -828399.312500 Penalty: 4389.288086
	Iteration 20F: 3 clusters Score -828399.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -828409.625000 Penalty: 4389.288086
	Iteration 21Q: 3 clusters Score -828409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -828421.500000 Penalty: 4389.288086
	Iteration 22Q: 3 clusters Score -828421.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -828426.812500 Penalty: 4389.288086
	Iteration 23Q: 3 clusters Score -828426.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -828434.687500 Penalty: 4389.288086
	Iteration 24Q: 3 clusters Score -828434.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -828441.562500 Penalty: 4389.288086
	Iteration 25Q: 3 clusters Score -828441.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -828447.812500 Penalty: 4389.288086
	Iteration 26Q: 3 clusters Score -828447.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -828457.187500 Penalty: 4389.288086
	Iteration 27Q: 3 clusters Score -828457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -828465.500000 Penalty: 4389.288086
	Iteration 28Q: 3 clusters Score -828465.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -828469.937500 Penalty: 4389.288086
	Iteration 29Q: 3 clusters Score -828469.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -828471.625000 Penalty: 4389.288086
	Iteration 30Q: 3 clusters Score -828471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -828474.937500 Penalty: 4389.288086
	Iteration 31Q: 3 clusters Score -828474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -828476.312500 Penalty: 4389.288086
	Iteration 32Q: 3 clusters Score -828476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -828476.312500 Penalty: 4389.288086
	Iteration 33F: 3 clusters Score -828476.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165986 members 
Entering Unmasked Estep 
Score: -19681788.000000 Penalty: 2980.875488
	Iteration 0F: 2 clusters Score -1.968179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -19572558.000000 Penalty: 5961.750977
	Iteration 0F: 3 clusters Score -1.957256e+07 nChanged 79735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -19619298.000000 Penalty: 5961.750977
	Iteration 1F: 3 clusters Score -1.96193e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -19620854.000000 Penalty: 5961.750977
	Iteration 2Q: 3 clusters Score -1.962085e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -19623074.000000 Penalty: 5961.750977
	Iteration 3Q: 3 clusters Score -1.962307e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 93961 members 
Entering Unmasked Estep 
Score: -19625722.000000 Penalty: 5961.750977
	Iteration 4Q: 3 clusters Score -1.962572e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -19630344.000000 Penalty: 5961.750977
	Iteration 5F: 3 clusters Score -1.963034e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
Score: -19636220.000000 Penalty: 5961.750977
	Iteration 6F: 3 clusters Score -1.963622e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -19643234.000000 Penalty: 5961.750977
	Iteration 7F: 3 clusters Score -1.964323e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -19650466.000000 Penalty: 5961.750977
	Iteration 8F: 3 clusters Score -1.965047e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 133738 members 
Entering Unmasked Estep 
Score: -19657714.000000 Penalty: 5961.750977
	Iteration 9F: 3 clusters Score -1.965771e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19664306.000000 Penalty: 5961.750977
	Iteration 10Q: 3 clusters Score -1.966431e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -19669226.000000 Penalty: 5961.750977
	Iteration 11Q: 3 clusters Score -1.966923e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -19672490.000000 Penalty: 5961.750977
	Iteration 12Q: 3 clusters Score -1.967249e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -19674474.000000 Penalty: 5961.750977
	Iteration 13Q: 3 clusters Score -1.967447e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -19676040.000000 Penalty: 5961.750977
	Iteration 14Q: 3 clusters Score -1.967604e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -19677076.000000 Penalty: 5961.750977
	Iteration 15Q: 3 clusters Score -1.967708e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -19677938.000000 Penalty: 5961.750977
	Iteration 16Q: 3 clusters Score -1.967794e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -19678482.000000 Penalty: 5961.750977
	Iteration 17Q: 3 clusters Score -1.967848e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 160691 members 
Entering Unmasked Estep 
Score: -19678924.000000 Penalty: 5961.750977
	Iteration 18Q: 3 clusters Score -1.967892e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -19679234.000000 Penalty: 5961.750977
	Iteration 19Q: 3 clusters Score -1.967923e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -19679426.000000 Penalty: 5961.750977
	Iteration 20F: 3 clusters Score -1.967943e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 162125 members 
Entering Unmasked Estep 
Score: -19679628.000000 Penalty: 5961.750977
	Iteration 21Q: 3 clusters Score -1.967963e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 162421 members 
Entering Unmasked Estep 
Score: -19679754.000000 Penalty: 5961.750977
	Iteration 22Q: 3 clusters Score -1.967975e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 162640 members 
Entering Unmasked Estep 
Score: -19679822.000000 Penalty: 5961.750977
	Iteration 23Q: 3 clusters Score -1.967982e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -19679854.000000 Penalty: 5961.750977
	Iteration 24Q: 3 clusters Score -1.967985e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 162964 members 
Entering Unmasked Estep 
Score: -19679904.000000 Penalty: 5961.750977
	Iteration 25Q: 3 clusters Score -1.96799e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 163084 members 
Entering Unmasked Estep 
Score: -19679944.000000 Penalty: 5961.750977
	Iteration 26Q: 3 clusters Score -1.967994e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -19679974.000000 Penalty: 5961.750977
	Iteration 27Q: 3 clusters Score -1.967997e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -19679970.000000 Penalty: 5961.750977
	Iteration 28Q: 3 clusters Score -1.967997e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -19679962.000000 Penalty: 5961.750977
	Iteration 29Q: 3 clusters Score -1.967996e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -19679954.000000 Penalty: 5961.750977
	Iteration 30Q: 3 clusters Score -1.967995e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -19679984.000000 Penalty: 5961.750977
	Iteration 31Q: 3 clusters Score -1.967998e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -19679990.000000 Penalty: 5961.750977
	Iteration 32Q: 3 clusters Score -1.967999e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -19680002.000000 Penalty: 5961.750977
	Iteration 33Q: 3 clusters Score -1.968e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 163583 members 
Entering Unmasked Estep 
Score: -19680020.000000 Penalty: 5961.750977
	Iteration 34Q: 3 clusters Score -1.968002e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -19680034.000000 Penalty: 5961.750977
	Iteration 35Q: 3 clusters Score -1.968003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -19680038.000000 Penalty: 5961.750977
	Iteration 36Q: 3 clusters Score -1.968004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -19680028.000000 Penalty: 5961.750977
	Iteration 37Q: 3 clusters Score -1.968003e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 163702 members 
Entering Unmasked Estep 
Score: -19680026.000000 Penalty: 5961.750977
	Iteration 38Q: 3 clusters Score -1.968003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 163720 members 
Entering Unmasked Estep 
Score: -19680018.000000 Penalty: 5961.750977
	Iteration 39Q: 3 clusters Score -1.968002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 163733 members 
Entering Unmasked Estep 
Score: -19680012.000000 Penalty: 5961.750977
	Iteration 40F: 3 clusters Score -1.968001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -19680000.000000 Penalty: 5961.750977
	Iteration 41Q: 3 clusters Score -1.968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 163755 members 
Entering Unmasked Estep 
Score: -19680022.000000 Penalty: 5961.750977
	Iteration 42Q: 3 clusters Score -1.968002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -19680024.000000 Penalty: 5961.750977
	Iteration 43Q: 3 clusters Score -1.968002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 163776 members 
Entering Unmasked Estep 
Score: -19680000.000000 Penalty: 5961.750977
	Iteration 44Q: 3 clusters Score -1.968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 163782 members 
Entering Unmasked Estep 
Score: -19680018.000000 Penalty: 5961.750977
	Iteration 45Q: 3 clusters Score -1.968002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 163784 members 
Entering Unmasked Estep 
Score: -19680018.000000 Penalty: 5961.750977
	Iteration 46Q: 3 clusters Score -1.968002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 163784 members 
Entering Unmasked Estep 
Score: -19680024.000000 Penalty: 5961.750977
	Iteration 47Q: 3 clusters Score -1.968002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 163787 members 
Entering Unmasked Estep 
Score: -19680016.000000 Penalty: 5961.750977
	Iteration 48Q: 3 clusters Score -1.968002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 163791 members 
Entering Unmasked Estep 
Score: -19680016.000000 Penalty: 5961.750977
	Iteration 49Q: 3 clusters Score -1.968002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -19680006.000000 Penalty: 5961.750977
	Iteration 50Q: 3 clusters Score -1.968001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 163801 members 
Entering Unmasked Estep 
Score: -19680006.000000 Penalty: 5961.750977
	Iteration 51Q: 3 clusters Score -1.968001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -19680012.000000 Penalty: 5961.750977
	Iteration 52Q: 3 clusters Score -1.968001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -19680012.000000 Penalty: 5961.750977
	Iteration 53F: 3 clusters Score -1.968001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Entering Unmasked Estep 
Score: -13341922.000000 Penalty: 2881.782959
	Iteration 0F: 2 clusters Score -1.334192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -13267385.000000 Penalty: 5763.565918
	Iteration 0F: 3 clusters Score -1.326738e+07 nChanged 52888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -13297780.000000 Penalty: 5763.565918
	Iteration 1F: 3 clusters Score -1.329778e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -13298591.000000 Penalty: 5763.565918
	Iteration 2Q: 3 clusters Score -1.329859e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -13299452.000000 Penalty: 5763.565918
	Iteration 3Q: 3 clusters Score -1.329945e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -13300530.000000 Penalty: 5763.565918
	Iteration 4Q: 3 clusters Score -1.330053e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -13301860.000000 Penalty: 5763.565918
	Iteration 5Q: 3 clusters Score -1.330186e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -13303582.000000 Penalty: 5763.565918
	Iteration 6Q: 3 clusters Score -1.330358e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -13305735.000000 Penalty: 5763.565918
	Iteration 7Q: 3 clusters Score -1.330574e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -13308610.000000 Penalty: 5763.565918
	Iteration 8Q: 3 clusters Score -1.330861e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -13312280.000000 Penalty: 5763.565918
	Iteration 9F: 3 clusters Score -1.331228e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -13316449.000000 Penalty: 5763.565918
	Iteration 10F: 3 clusters Score -1.331645e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -13320248.000000 Penalty: 5763.565918
	Iteration 11F: 3 clusters Score -1.332025e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -13323766.000000 Penalty: 5763.565918
	Iteration 12Q: 3 clusters Score -1.332377e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -13327174.000000 Penalty: 5763.565918
	Iteration 13Q: 3 clusters Score -1.332717e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -13330119.000000 Penalty: 5763.565918
	Iteration 14Q: 3 clusters Score -1.333012e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -13332866.000000 Penalty: 5763.565918
	Iteration 15Q: 3 clusters Score -1.333287e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -13335088.000000 Penalty: 5763.565918
	Iteration 16Q: 3 clusters Score -1.333509e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -13336637.000000 Penalty: 5763.565918
	Iteration 17Q: 3 clusters Score -1.333664e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -13337692.000000 Penalty: 5763.565918
	Iteration 18Q: 3 clusters Score -1.333769e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13338326.000000 Penalty: 5763.565918
	Iteration 19Q: 3 clusters Score -1.333833e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13338778.000000 Penalty: 5763.565918
	Iteration 20F: 3 clusters Score -1.333878e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13338956.000000 Penalty: 5763.565918
	Iteration 21Q: 3 clusters Score -1.333896e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13339114.000000 Penalty: 5763.565918
	Iteration 22Q: 3 clusters Score -1.333911e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13339206.000000 Penalty: 5763.565918
	Iteration 23Q: 3 clusters Score -1.333921e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13339280.000000 Penalty: 5763.565918
	Iteration 24Q: 3 clusters Score -1.333928e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110564 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13339343.000000 Penalty: 5763.565918
	Iteration 25Q: 3 clusters Score -1.333934e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13339373.000000 Penalty: 5763.565918
	Iteration 26Q: 3 clusters Score -1.333937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13339393.000000 Penalty: 5763.565918
	Iteration 27Q: 3 clusters Score -1.333939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13339413.000000 Penalty: 5763.565918
	Iteration 28Q: 3 clusters Score -1.333941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110656 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13339418.000000 Penalty: 5763.565918
	Iteration 29Q: 3 clusters Score -1.333942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13339442.000000 Penalty: 5763.565918
	Iteration 30Q: 3 clusters Score -1.333944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110691 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13339444.000000 Penalty: 5763.565918
	Iteration 31Q: 3 clusters Score -1.333944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13339473.000000 Penalty: 5763.565918
	Iteration 32Q: 3 clusters Score -1.333947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13339475.000000 Penalty: 5763.565918
	Iteration 33Q: 3 clusters Score -1.333948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13339481.000000 Penalty: 5763.565918
	Iteration 34Q: 3 clusters Score -1.333948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -13339489.000000 Penalty: 5763.565918
	Iteration 35Q: 3 clusters Score -1.333949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13339503.000000 Penalty: 5763.565918
	Iteration 36Q: 3 clusters Score -1.33395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110738 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13339518.000000 Penalty: 5763.565918
	Iteration 37Q: 3 clusters Score -1.333952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13339522.000000 Penalty: 5763.565918
	Iteration 38Q: 3 clusters Score -1.333952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13339529.000000 Penalty: 5763.565918
	Iteration 39Q: 3 clusters Score -1.333953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110758 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13339537.000000 Penalty: 5763.565918
	Iteration 40F: 3 clusters Score -1.333954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13339542.000000 Penalty: 5763.565918
	Iteration 41Q: 3 clusters Score -1.333954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13339552.000000 Penalty: 5763.565918
	Iteration 42Q: 3 clusters Score -1.333955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13339557.000000 Penalty: 5763.565918
	Iteration 43Q: 3 clusters Score -1.333956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13339557.000000 Penalty: 5763.565918
	Iteration 44F: 3 clusters Score -1.333956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Entering Unmasked Estep 
Score: -669728.375000 Penalty: 2164.006348
	Iteration 0F: 2 clusters Score -669728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -664462.875000 Penalty: 4328.012695
	Iteration 0F: 3 clusters Score -664462.9 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -665947.312500 Penalty: 4328.012695
	Iteration 1F: 3 clusters Score -665947.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -666343.125000 Penalty: 4328.012695
	Iteration 2F: 3 clusters Score -666343.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -666717.687500 Penalty: 4328.012695
	Iteration 3F: 3 clusters Score -666717.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -667054.000000 Penalty: 4328.012695
	Iteration 4F: 3 clusters Score -667054 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -667388.750000 Penalty: 4328.012695
	Iteration 5F: 3 clusters Score -667388.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -667660.875000 Penalty: 4328.012695
	Iteration 6F: 3 clusters Score -667660.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -667891.750000 Penalty: 4328.012695
	Iteration 7Q: 3 clusters Score -667891.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -668044.062500 Penalty: 4328.012695
	Iteration 8Q: 3 clusters Score -668044.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -668161.562500 Penalty: 4328.012695
	Iteration 9Q: 3 clusters Score -668161.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -668256.437500 Penalty: 4328.012695
	Iteration 10Q: 3 clusters Score -668256.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -668307.750000 Penalty: 4328.012695
	Iteration 11Q: 3 clusters Score -668307.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -668349.562500 Penalty: 4328.012695
	Iteration 12Q: 3 clusters Score -668349.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -668390.750000 Penalty: 4328.012695
	Iteration 13Q: 3 clusters Score -668390.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -668419.875000 Penalty: 4328.012695
	Iteration 14Q: 3 clusters Score -668419.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -668443.000000 Penalty: 4328.012695
	Iteration 15Q: 3 clusters Score -668443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -668456.750000 Penalty: 4328.012695
	Iteration 16Q: 3 clusters Score -668456.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -668472.812500 Penalty: 4328.012695
	Iteration 17Q: 3 clusters Score -668472.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -668482.937500 Penalty: 4328.012695
	Iteration 18Q: 3 clusters Score -668482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -668489.125000 Penalty: 4328.012695
	Iteration 19Q: 3 clusters Score -668489.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -668498.000000 Penalty: 4328.012695
	Iteration 20F: 3 clusters Score -668498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -668499.437500 Penalty: 4328.012695
	Iteration 21Q: 3 clusters Score -668499.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -668505.562500 Penalty: 4328.012695
	Iteration 22Q: 3 clusters Score -668505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -668506.750000 Penalty: 4328.012695
	Iteration 23Q: 3 clusters Score -668506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -668509.312500 Penalty: 4328.012695
	Iteration 24Q: 3 clusters Score -668509.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -668514.000000 Penalty: 4328.012695
	Iteration 25Q: 3 clusters Score -668514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -668519.750000 Penalty: 4328.012695
	Iteration 26Q: 3 clusters Score -668519.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -668524.312500 Penalty: 4328.012695
	Iteration 27Q: 3 clusters Score -668524.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -668530.437500 Penalty: 4328.012695
	Iteration 28Q: 3 clusters Score -668530.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -668533.250000 Penalty: 4328.012695
	Iteration 29Q: 3 clusters Score -668533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -668539.312500 Penalty: 4328.012695
	Iteration 30Q: 3 clusters Score -668539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -668551.875000 Penalty: 4328.012695
	Iteration 31Q: 3 clusters Score -668551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -668557.500000 Penalty: 4328.012695
	Iteration 32Q: 3 clusters Score -668557.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -668568.187500 Penalty: 4328.012695
	Iteration 33Q: 3 clusters Score -668568.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -668576.500000 Penalty: 4328.012695
	Iteration 34Q: 3 clusters Score -668576.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -668580.062500 Penalty: 4328.012695
	Iteration 35Q: 3 clusters Score -668580.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -668586.000000 Penalty: 4328.012695
	Iteration 36Q: 3 clusters Score -668586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -668591.062500 Penalty: 4328.012695
	Iteration 37Q: 3 clusters Score -668591.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -668597.250000 Penalty: 4328.012695
	Iteration 38Q: 3 clusters Score -668597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -668604.375000 Penalty: 4328.012695
	Iteration 39Q: 3 clusters Score -668604.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -668614.187500 Penalty: 4328.012695
	Iteration 40F: 3 clusters Score -668614.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -668625.000000 Penalty: 4328.012695
	Iteration 41Q: 3 clusters Score -668625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -668632.750000 Penalty: 4328.012695
	Iteration 42Q: 3 clusters Score -668632.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -668639.437500 Penalty: 4328.012695
	Iteration 43Q: 3 clusters Score -668639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -668639.750000 Penalty: 4328.012695
	Iteration 44Q: 3 clusters Score -668639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -668640.937500 Penalty: 4328.012695
	Iteration 45Q: 3 clusters Score -668640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -668640.437500 Penalty: 4328.012695
	Iteration 46Q: 3 clusters Score -668640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -668641.312500 Penalty: 4328.012695
	Iteration 47Q: 3 clusters Score -668641.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -668642.562500 Penalty: 4328.012695
	Iteration 48Q: 3 clusters Score -668642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -668642.562500 Penalty: 4328.012695
	Iteration 49F: 3 clusters Score -668642.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (113520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113520 members 
Entering Unmasked Estep 
Score: -13469808.000000 Penalty: 2886.654053
	Iteration 0F: 2 clusters Score -1.346981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -13394120.000000 Penalty: 5773.308105
	Iteration 0F: 3 clusters Score -1.339412e+07 nChanged 53899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -13425092.000000 Penalty: 5773.308105
	Iteration 1F: 3 clusters Score -1.342509e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -13426500.000000 Penalty: 5773.308105
	Iteration 2Q: 3 clusters Score -1.34265e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -13428570.000000 Penalty: 5773.308105
	Iteration 3Q: 3 clusters Score -1.342857e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -13431035.000000 Penalty: 5773.308105
	Iteration 4Q: 3 clusters Score -1.343104e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -13433916.000000 Penalty: 5773.308105
	Iteration 5F: 3 clusters Score -1.343392e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -13437078.000000 Penalty: 5773.308105
	Iteration 6F: 3 clusters Score -1.343708e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -13440043.000000 Penalty: 5773.308105
	Iteration 7F: 3 clusters Score -1.344004e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -13442596.000000 Penalty: 5773.308105
	Iteration 8Q: 3 clusters Score -1.34426e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -13444565.000000 Penalty: 5773.308105
	Iteration 9Q: 3 clusters Score -1.344456e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -13445988.000000 Penalty: 5773.308105
	Iteration 10Q: 3 clusters Score -1.344599e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -13447271.000000 Penalty: 5773.308105
	Iteration 11Q: 3 clusters Score -1.344727e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -13448396.000000 Penalty: 5773.308105
	Iteration 12Q: 3 clusters Score -1.34484e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -13449525.000000 Penalty: 5773.308105
	Iteration 13Q: 3 clusters Score -1.344952e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -13450716.000000 Penalty: 5773.308105
	Iteration 14Q: 3 clusters Score -1.345072e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -13451504.000000 Penalty: 5773.308105
	Iteration 15Q: 3 clusters Score -1.34515e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -13451971.000000 Penalty: 5773.308105
	Iteration 16Q: 3 clusters Score -1.345197e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -13452338.000000 Penalty: 5773.308105
	Iteration 17Q: 3 clusters Score -1.345234e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -13452621.000000 Penalty: 5773.308105
	Iteration 18Q: 3 clusters Score -1.345262e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -13452958.000000 Penalty: 5773.308105
	Iteration 19Q: 3 clusters Score -1.345296e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -13453181.000000 Penalty: 5773.308105
	Iteration 20F: 3 clusters Score -1.345318e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -13453499.000000 Penalty: 5773.308105
	Iteration 21Q: 3 clusters Score -1.34535e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -13453858.000000 Penalty: 5773.308105
	Iteration 22Q: 3 clusters Score -1.345386e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -13454188.000000 Penalty: 5773.308105
	Iteration 23Q: 3 clusters Score -1.345419e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -13454548.000000 Penalty: 5773.308105
	Iteration 24Q: 3 clusters Score -1.345455e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -13454968.000000 Penalty: 5773.308105
	Iteration 25Q: 3 clusters Score -1.345497e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -13455476.000000 Penalty: 5773.308105
	Iteration 26Q: 3 clusters Score -1.345548e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -13455993.000000 Penalty: 5773.308105
	Iteration 27Q: 3 clusters Score -1.345599e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -13456480.000000 Penalty: 5773.308105
	Iteration 28Q: 3 clusters Score -1.345648e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -13457116.000000 Penalty: 5773.308105
	Iteration 29Q: 3 clusters Score -1.345712e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -13457940.000000 Penalty: 5773.308105
	Iteration 30Q: 3 clusters Score -1.345794e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -13458700.000000 Penalty: 5773.308105
	Iteration 31Q: 3 clusters Score -1.34587e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -13459491.000000 Penalty: 5773.308105
	Iteration 32Q: 3 clusters Score -1.345949e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -13460274.000000 Penalty: 5773.308105
	Iteration 33Q: 3 clusters Score -1.346027e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -13461084.000000 Penalty: 5773.308105
	Iteration 34Q: 3 clusters Score -1.346108e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -13461894.000000 Penalty: 5773.308105
	Iteration 35Q: 3 clusters Score -1.346189e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -13462510.000000 Penalty: 5773.308105
	Iteration 36Q: 3 clusters Score -1.346251e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -13463106.000000 Penalty: 5773.308105
	Iteration 37Q: 3 clusters Score -1.346311e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -13463620.000000 Penalty: 5773.308105
	Iteration 38Q: 3 clusters Score -1.346362e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -13464095.000000 Penalty: 5773.308105
	Iteration 39Q: 3 clusters Score -1.34641e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -13464577.000000 Penalty: 5773.308105
	Iteration 40F: 3 clusters Score -1.346458e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -13465037.000000 Penalty: 5773.308105
	Iteration 41Q: 3 clusters Score -1.346504e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -13465400.000000 Penalty: 5773.308105
	Iteration 42Q: 3 clusters Score -1.34654e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -13465807.000000 Penalty: 5773.308105
	Iteration 43Q: 3 clusters Score -1.346581e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -13466135.000000 Penalty: 5773.308105
	Iteration 44Q: 3 clusters Score -1.346614e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -13466378.000000 Penalty: 5773.308105
	Iteration 45Q: 3 clusters Score -1.346638e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -13466670.000000 Penalty: 5773.308105
	Iteration 46Q: 3 clusters Score -1.346667e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -13466920.000000 Penalty: 5773.308105
	Iteration 47Q: 3 clusters Score -1.346692e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -13467135.000000 Penalty: 5773.308105
	Iteration 48Q: 3 clusters Score -1.346714e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 107966 members 
Entering Unmasked Estep 
Score: -13467317.000000 Penalty: 5773.308105
	Iteration 49Q: 3 clusters Score -1.346732e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -13467440.000000 Penalty: 5773.308105
	Iteration 50Q: 3 clusters Score -1.346744e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -13467499.000000 Penalty: 5773.308105
	Iteration 51Q: 3 clusters Score -1.34675e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -13467630.000000 Penalty: 5773.308105
	Iteration 52Q: 3 clusters Score -1.346763e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -13467722.000000 Penalty: 5773.308105
	Iteration 53Q: 3 clusters Score -1.346772e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -13467754.000000 Penalty: 5773.308105
	Iteration 54Q: 3 clusters Score -1.346775e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 109660 members 
Entering Unmasked Estep 
Score: -13467840.000000 Penalty: 5773.308105
	Iteration 55Q: 3 clusters Score -1.346784e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 109819 members 
Entering Unmasked Estep 
Score: -13467880.000000 Penalty: 5773.308105
	Iteration 56Q: 3 clusters Score -1.346788e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -13467942.000000 Penalty: 5773.308105
	Iteration 57Q: 3 clusters Score -1.346794e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -13467977.000000 Penalty: 5773.308105
	Iteration 58Q: 3 clusters Score -1.346798e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -13468032.000000 Penalty: 5773.308105
	Iteration 59Q: 3 clusters Score -1.346803e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -13468048.000000 Penalty: 5773.308105
	Iteration 60F: 3 clusters Score -1.346805e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 110474 members 
Entering Unmasked Estep 
Score: -13468048.000000 Penalty: 5773.308105
	Iteration 61Q: 3 clusters Score -1.346805e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -13468065.000000 Penalty: 5773.308105
	Iteration 62Q: 3 clusters Score -1.346806e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -13468103.000000 Penalty: 5773.308105
	Iteration 63Q: 3 clusters Score -1.34681e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -13468088.000000 Penalty: 5773.308105
	Iteration 64Q: 3 clusters Score -1.346809e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -13468085.000000 Penalty: 5773.308105
	Iteration 65Q: 3 clusters Score -1.346808e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -13468111.000000 Penalty: 5773.308105
	Iteration 66Q: 3 clusters Score -1.346811e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -13468131.000000 Penalty: 5773.308105
	Iteration 67Q: 3 clusters Score -1.346813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -13468149.000000 Penalty: 5773.308105
	Iteration 68Q: 3 clusters Score -1.346815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -13468135.000000 Penalty: 5773.308105
	Iteration 69Q: 3 clusters Score -1.346814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -13468149.000000 Penalty: 5773.308105
	Iteration 70Q: 3 clusters Score -1.346815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -13468145.000000 Penalty: 5773.308105
	Iteration 71Q: 3 clusters Score -1.346814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -13468127.000000 Penalty: 5773.308105
	Iteration 72Q: 3 clusters Score -1.346813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 111086 members 
Entering Unmasked Estep 
Score: -13468124.000000 Penalty: 5773.308105
	Iteration 73Q: 3 clusters Score -1.346812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -13468128.000000 Penalty: 5773.308105
	Iteration 74Q: 3 clusters Score -1.346813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -13468131.000000 Penalty: 5773.308105
	Iteration 75Q: 3 clusters Score -1.346813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -13468135.000000 Penalty: 5773.308105
	Iteration 76Q: 3 clusters Score -1.346814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -13468147.000000 Penalty: 5773.308105
	Iteration 77Q: 3 clusters Score -1.346815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -13468153.000000 Penalty: 5773.308105
	Iteration 78Q: 3 clusters Score -1.346815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 111185 members 
Entering Unmasked Estep 
Score: -13468151.000000 Penalty: 5773.308105
	Iteration 79Q: 3 clusters Score -1.346815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 111198 members 
Entering Unmasked Estep 
Score: -13468148.000000 Penalty: 5773.308105
	Iteration 80F: 3 clusters Score -1.346815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -13468156.000000 Penalty: 5773.308105
	Iteration 81Q: 3 clusters Score -1.346816e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 111241 members 
Entering Unmasked Estep 
Score: -13468169.000000 Penalty: 5773.308105
	Iteration 82Q: 3 clusters Score -1.346817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -13468179.000000 Penalty: 5773.308105
	Iteration 83Q: 3 clusters Score -1.346818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -13468169.000000 Penalty: 5773.308105
	Iteration 84Q: 3 clusters Score -1.346817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 111306 members 
Entering Unmasked Estep 
Score: -13468184.000000 Penalty: 5773.308105
	Iteration 85Q: 3 clusters Score -1.346818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 111322 members 
Entering Unmasked Estep 
Score: -13468199.000000 Penalty: 5773.308105
	Iteration 86Q: 3 clusters Score -1.34682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 111337 members 
Entering Unmasked Estep 
Score: -13468200.000000 Penalty: 5773.308105
	Iteration 87Q: 3 clusters Score -1.34682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -13468200.000000 Penalty: 5773.308105
	Iteration 88Q: 3 clusters Score -1.34682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -13468207.000000 Penalty: 5773.308105
	Iteration 89Q: 3 clusters Score -1.346821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 111362 members 
Entering Unmasked Estep 
Score: -13468215.000000 Penalty: 5773.308105
	Iteration 90Q: 3 clusters Score -1.346822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -13468218.000000 Penalty: 5773.308105
	Iteration 91Q: 3 clusters Score -1.346822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -13468212.000000 Penalty: 5773.308105
	Iteration 92Q: 3 clusters Score -1.346821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -13468214.000000 Penalty: 5773.308105
	Iteration 93Q: 3 clusters Score -1.346821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 111381 members 
Entering Unmasked Estep 
Score: -13468216.000000 Penalty: 5773.308105
	Iteration 94Q: 3 clusters Score -1.346822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -13468218.000000 Penalty: 5773.308105
	Iteration 95Q: 3 clusters Score -1.346822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -13468218.000000 Penalty: 5773.308105
	Iteration 96Q: 3 clusters Score -1.346822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -13468209.000000 Penalty: 5773.308105
	Iteration 97Q: 3 clusters Score -1.346821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 111398 members 
Entering Unmasked Estep 
Score: -13468212.000000 Penalty: 5773.308105
	Iteration 98Q: 3 clusters Score -1.346821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -13468207.000000 Penalty: 5773.308105
	Iteration 99Q: 3 clusters Score -1.346821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -13468207.000000 Penalty: 5773.308105
	Iteration 100F: 3 clusters Score -1.346821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258878 members 
Entering Unmasked Estep 
Score: -30325510.000000 Penalty: 3091.099854
	Iteration 0F: 2 clusters Score -3.032551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129406 members 
Mstep: Class 2 contains 129472 members 
Entering Unmasked Estep 
Score: -30152408.000000 Penalty: 6182.199707
	Iteration 0F: 3 clusters Score -3.015241e+07 nChanged 125022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 130242 members 
Entering Unmasked Estep 
Score: -30225904.000000 Penalty: 6182.199707
	Iteration 1F: 3 clusters Score -3.02259e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 130556 members 
Entering Unmasked Estep 
Score: -30227002.000000 Penalty: 6182.199707
	Iteration 2Q: 3 clusters Score -3.0227e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127928 members 
Mstep: Class 2 contains 130950 members 
Entering Unmasked Estep 
Score: -30228262.000000 Penalty: 6182.199707
	Iteration 3Q: 3 clusters Score -3.022826e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127286 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -30229780.000000 Penalty: 6182.199707
	Iteration 4Q: 3 clusters Score -3.022978e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -30231812.000000 Penalty: 6182.199707
	Iteration 5Q: 3 clusters Score -3.023181e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124751 members 
Mstep: Class 2 contains 134127 members 
Entering Unmasked Estep 
Score: -30234596.000000 Penalty: 6182.199707
	Iteration 6Q: 3 clusters Score -3.02346e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122184 members 
Mstep: Class 2 contains 136694 members 
Entering Unmasked Estep 
Score: -30238826.000000 Penalty: 6182.199707
	Iteration 7Q: 3 clusters Score -3.023883e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 140328 members 
Entering Unmasked Estep 
Score: -30244430.000000 Penalty: 6182.199707
	Iteration 8Q: 3 clusters Score -3.024443e+07 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113966 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -30251794.000000 Penalty: 6182.199707
	Iteration 9F: 3 clusters Score -3.025179e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 149958 members 
Entering Unmasked Estep 
Score: -30261016.000000 Penalty: 6182.199707
	Iteration 10F: 3 clusters Score -3.026102e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 154714 members 
Entering Unmasked Estep 
Score: -30270076.000000 Penalty: 6182.199707
	Iteration 11F: 3 clusters Score -3.027008e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100367 members 
Mstep: Class 2 contains 158511 members 
Entering Unmasked Estep 
Score: -30276270.000000 Penalty: 6182.199707
	Iteration 12Q: 3 clusters Score -3.027627e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -30279154.000000 Penalty: 6182.199707
	Iteration 13Q: 3 clusters Score -3.027915e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -30280700.000000 Penalty: 6182.199707
	Iteration 14Q: 3 clusters Score -3.02807e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 168349 members 
Entering Unmasked Estep 
Score: -30281622.000000 Penalty: 6182.199707
	Iteration 15Q: 3 clusters Score -3.028162e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 171938 members 
Entering Unmasked Estep 
Score: -30282500.000000 Penalty: 6182.199707
	Iteration 16Q: 3 clusters Score -3.02825e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 175914 members 
Entering Unmasked Estep 
Score: -30283678.000000 Penalty: 6182.199707
	Iteration 17Q: 3 clusters Score -3.028368e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 180169 members 
Entering Unmasked Estep 
Score: -30284892.000000 Penalty: 6182.199707
	Iteration 18Q: 3 clusters Score -3.028489e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 184703 members 
Entering Unmasked Estep 
Score: -30286088.000000 Penalty: 6182.199707
	Iteration 19Q: 3 clusters Score -3.028609e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 189377 members 
Entering Unmasked Estep 
Score: -30287438.000000 Penalty: 6182.199707
	Iteration 20F: 3 clusters Score -3.028744e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 194342 members 
Entering Unmasked Estep 
Score: -30289062.000000 Penalty: 6182.199707
	Iteration 21Q: 3 clusters Score -3.028906e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 199442 members 
Entering Unmasked Estep 
Score: -30290814.000000 Penalty: 6182.199707
	Iteration 22Q: 3 clusters Score -3.029081e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 204784 members 
Entering Unmasked Estep 
Score: -30292700.000000 Penalty: 6182.199707
	Iteration 23Q: 3 clusters Score -3.02927e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 210226 members 
Entering Unmasked Estep 
Score: -30294976.000000 Penalty: 6182.199707
	Iteration 24Q: 3 clusters Score -3.029498e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 215620 members 
Entering Unmasked Estep 
Score: -30297244.000000 Penalty: 6182.199707
	Iteration 25Q: 3 clusters Score -3.029724e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 221141 members 
Entering Unmasked Estep 
Score: -30300028.000000 Penalty: 6182.199707
	Iteration 26Q: 3 clusters Score -3.030003e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 226496 members 
Entering Unmasked Estep 
Score: -30302552.000000 Penalty: 6182.199707
	Iteration 27Q: 3 clusters Score -3.030255e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 231806 members 
Entering Unmasked Estep 
Score: -30305688.000000 Penalty: 6182.199707
	Iteration 28Q: 3 clusters Score -3.030569e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 236841 members 
Entering Unmasked Estep 
Score: -30308770.000000 Penalty: 6182.199707
	Iteration 29Q: 3 clusters Score -3.030877e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 241467 members 
Entering Unmasked Estep 
Score: -30311646.000000 Penalty: 6182.199707
	Iteration 30Q: 3 clusters Score -3.031165e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 245534 members 
Entering Unmasked Estep 
Score: -30314306.000000 Penalty: 6182.199707
	Iteration 31Q: 3 clusters Score -3.031431e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 248979 members 
Entering Unmasked Estep 
Score: -30316664.000000 Penalty: 6182.199707
	Iteration 32Q: 3 clusters Score -3.031666e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 251771 members 
Entering Unmasked Estep 
Score: -30318610.000000 Penalty: 6182.199707
	Iteration 33Q: 3 clusters Score -3.031861e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 253899 members 
Entering Unmasked Estep 
Score: -30320058.000000 Penalty: 6182.199707
	Iteration 34Q: 3 clusters Score -3.032006e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 255472 members 
Entering Unmasked Estep 
Score: -30321132.000000 Penalty: 6182.199707
	Iteration 35Q: 3 clusters Score -3.032113e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 256458 members 
Entering Unmasked Estep 
Score: -30321776.000000 Penalty: 6182.199707
	Iteration 36Q: 3 clusters Score -3.032178e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 257102 members 
Entering Unmasked Estep 
Score: -30322264.000000 Penalty: 6182.199707
	Iteration 37Q: 3 clusters Score -3.032226e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 257492 members 
Entering Unmasked Estep 
Score: -30322478.000000 Penalty: 6182.199707
	Iteration 38Q: 3 clusters Score -3.032248e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 257718 members 
Entering Unmasked Estep 
Score: -30322598.000000 Penalty: 6182.199707
	Iteration 39Q: 3 clusters Score -3.03226e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 257889 members 
Entering Unmasked Estep 
Score: -30322686.000000 Penalty: 6182.199707
	Iteration 40F: 3 clusters Score -3.032269e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 257988 members 
Entering Unmasked Estep 
Score: -30322740.000000 Penalty: 6182.199707
	Iteration 41Q: 3 clusters Score -3.032274e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 258068 members 
Entering Unmasked Estep 
Score: -30322770.000000 Penalty: 6182.199707
	Iteration 42Q: 3 clusters Score -3.032277e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 258121 members 
Entering Unmasked Estep 
Score: -30322814.000000 Penalty: 6182.199707
	Iteration 43Q: 3 clusters Score -3.032281e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 258154 members 
Entering Unmasked Estep 
Score: -30322872.000000 Penalty: 6182.199707
	Iteration 44Q: 3 clusters Score -3.032287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 258169 members 
Entering Unmasked Estep 
Score: -30322868.000000 Penalty: 6182.199707
	Iteration 45Q: 3 clusters Score -3.032287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 258181 members 
Entering Unmasked Estep 
Score: -30322896.000000 Penalty: 6182.199707
	Iteration 46Q: 3 clusters Score -3.03229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 258192 members 
Entering Unmasked Estep 
Score: -30322890.000000 Penalty: 6182.199707
	Iteration 47Q: 3 clusters Score -3.032289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 258196 members 
Entering Unmasked Estep 
Score: -30322922.000000 Penalty: 6182.199707
	Iteration 48Q: 3 clusters Score -3.032292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 258206 members 
Entering Unmasked Estep 
Score: -30322904.000000 Penalty: 6182.199707
	Iteration 49Q: 3 clusters Score -3.03229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 258214 members 
Entering Unmasked Estep 
Score: -30322920.000000 Penalty: 6182.199707
	Iteration 50Q: 3 clusters Score -3.032292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 258223 members 
Entering Unmasked Estep 
Score: -30322916.000000 Penalty: 6182.199707
	Iteration 51Q: 3 clusters Score -3.032292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 258228 members 
Entering Unmasked Estep 
Score: -30322918.000000 Penalty: 6182.199707
	Iteration 52Q: 3 clusters Score -3.032292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 258232 members 
Entering Unmasked Estep 
Score: -30322910.000000 Penalty: 6182.199707
	Iteration 53Q: 3 clusters Score -3.032291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 258240 members 
Entering Unmasked Estep 
Score: -30322958.000000 Penalty: 6182.199707
	Iteration 54Q: 3 clusters Score -3.032296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 258247 members 
Entering Unmasked Estep 
Score: -30322952.000000 Penalty: 6182.199707
	Iteration 55Q: 3 clusters Score -3.032295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 258255 members 
Entering Unmasked Estep 
Score: -30322948.000000 Penalty: 6182.199707
	Iteration 56Q: 3 clusters Score -3.032295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 258263 members 
Entering Unmasked Estep 
Score: -30322970.000000 Penalty: 6182.199707
	Iteration 57Q: 3 clusters Score -3.032297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 258265 members 
Entering Unmasked Estep 
Score: -30322978.000000 Penalty: 6182.199707
	Iteration 58Q: 3 clusters Score -3.032298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 258265 members 
Entering Unmasked Estep 
Score: -30322982.000000 Penalty: 6182.199707
	Iteration 59Q: 3 clusters Score -3.032298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 258268 members 
Entering Unmasked Estep 
Score: -30322984.000000 Penalty: 6182.199707
	Iteration 60F: 3 clusters Score -3.032298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 258269 members 
Entering Unmasked Estep 
Score: -30323000.000000 Penalty: 6182.199707
	Iteration 61Q: 3 clusters Score -3.0323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 258272 members 
Entering Unmasked Estep 
Score: -30322986.000000 Penalty: 6182.199707
	Iteration 62Q: 3 clusters Score -3.032299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 258274 members 
Entering Unmasked Estep 
Score: -30322984.000000 Penalty: 6182.199707
	Iteration 63Q: 3 clusters Score -3.032298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 258276 members 
Entering Unmasked Estep 
Score: -30322998.000000 Penalty: 6182.199707
	Iteration 64Q: 3 clusters Score -3.0323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 258278 members 
Entering Unmasked Estep 
Score: -30323000.000000 Penalty: 6182.199707
	Iteration 65Q: 3 clusters Score -3.0323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 258279 members 
Entering Unmasked Estep 
Score: -30322994.000000 Penalty: 6182.199707
	Iteration 66Q: 3 clusters Score -3.032299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 258279 members 
Entering Unmasked Estep 
Score: -30322994.000000 Penalty: 6182.199707
	Iteration 67F: 3 clusters Score -3.032299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Entering Unmasked Estep 
Score: -3612269.750000 Penalty: 2577.187256
	Iteration 0F: 2 clusters Score -3612270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3590030.500000 Penalty: 5154.374512
	Iteration 0F: 3 clusters Score -3590030 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3598513.500000 Penalty: 5154.374512
	Iteration 1F: 3 clusters Score -3598514 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3599377.000000 Penalty: 5154.374512
	Iteration 2F: 3 clusters Score -3599377 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3600330.250000 Penalty: 5154.374512
	Iteration 3F: 3 clusters Score -3600330 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3601434.500000 Penalty: 5154.374512
	Iteration 4F: 3 clusters Score -3601434 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3602716.000000 Penalty: 5154.374512
	Iteration 5F: 3 clusters Score -3602716 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3604023.500000 Penalty: 5154.374512
	Iteration 6F: 3 clusters Score -3604024 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3605165.250000 Penalty: 5154.374512
	Iteration 7F: 3 clusters Score -3605165 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3606154.250000 Penalty: 5154.374512
	Iteration 8Q: 3 clusters Score -3606154 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3606894.750000 Penalty: 5154.374512
	Iteration 9Q: 3 clusters Score -3606895 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3607522.000000 Penalty: 5154.374512
	Iteration 10Q: 3 clusters Score -3607522 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3608004.250000 Penalty: 5154.374512
	Iteration 11Q: 3 clusters Score -3608004 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3608365.750000 Penalty: 5154.374512
	Iteration 12Q: 3 clusters Score -3608366 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3608676.250000 Penalty: 5154.374512
	Iteration 13Q: 3 clusters Score -3608676 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3608905.500000 Penalty: 5154.374512
	Iteration 14Q: 3 clusters Score -3608906 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3609069.250000 Penalty: 5154.374512
	Iteration 15Q: 3 clusters Score -3609069 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3609165.500000 Penalty: 5154.374512
	Iteration 16Q: 3 clusters Score -3609166 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3609251.750000 Penalty: 5154.374512
	Iteration 17Q: 3 clusters Score -3609252 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3609302.750000 Penalty: 5154.374512
	Iteration 18Q: 3 clusters Score -3609303 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3609356.500000 Penalty: 5154.374512
	Iteration 19Q: 3 clusters Score -3609356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3609415.250000 Penalty: 5154.374512
	Iteration 20F: 3 clusters Score -3609415 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3609457.000000 Penalty: 5154.374512
	Iteration 21Q: 3 clusters Score -3609457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3609502.500000 Penalty: 5154.374512
	Iteration 22Q: 3 clusters Score -3609502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3609548.750000 Penalty: 5154.374512
	Iteration 23Q: 3 clusters Score -3609549 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3609596.500000 Penalty: 5154.374512
	Iteration 24Q: 3 clusters Score -3609596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3609631.750000 Penalty: 5154.374512
	Iteration 25Q: 3 clusters Score -3609632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3609663.000000 Penalty: 5154.374512
	Iteration 26Q: 3 clusters Score -3609663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3609687.750000 Penalty: 5154.374512
	Iteration 27Q: 3 clusters Score -3609688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3609716.000000 Penalty: 5154.374512
	Iteration 28Q: 3 clusters Score -3609716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3609754.750000 Penalty: 5154.374512
	Iteration 29Q: 3 clusters Score -3609755 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3609791.250000 Penalty: 5154.374512
	Iteration 30Q: 3 clusters Score -3609791 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3609834.500000 Penalty: 5154.374512
	Iteration 31Q: 3 clusters Score -3609834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3609872.000000 Penalty: 5154.374512
	Iteration 32Q: 3 clusters Score -3609872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3609898.500000 Penalty: 5154.374512
	Iteration 33Q: 3 clusters Score -3609898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3609920.000000 Penalty: 5154.374512
	Iteration 34Q: 3 clusters Score -3609920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3609940.500000 Penalty: 5154.374512
	Iteration 35Q: 3 clusters Score -3609940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3609951.250000 Penalty: 5154.374512
	Iteration 36Q: 3 clusters Score -3609951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3609974.500000 Penalty: 5154.374512
	Iteration 37Q: 3 clusters Score -3609974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3609978.000000 Penalty: 5154.374512
	Iteration 38Q: 3 clusters Score -3609978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3609994.250000 Penalty: 5154.374512
	Iteration 39Q: 3 clusters Score -3609994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3609994.500000 Penalty: 5154.374512
	Iteration 40F: 3 clusters Score -3609994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3610017.000000 Penalty: 5154.374512
	Iteration 41Q: 3 clusters Score -3610017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3610027.250000 Penalty: 5154.374512
	Iteration 42Q: 3 clusters Score -3610027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3610035.750000 Penalty: 5154.374512
	Iteration 43Q: 3 clusters Score -3610036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3610043.500000 Penalty: 5154.374512
	Iteration 44Q: 3 clusters Score -3610044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3610048.750000 Penalty: 5154.374512
	Iteration 45Q: 3 clusters Score -3610049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3610055.250000 Penalty: 5154.374512
	Iteration 46Q: 3 clusters Score -3610055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3610072.000000 Penalty: 5154.374512
	Iteration 47Q: 3 clusters Score -3610072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3610077.250000 Penalty: 5154.374512
	Iteration 48Q: 3 clusters Score -3610077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3610096.250000 Penalty: 5154.374512
	Iteration 49Q: 3 clusters Score -3610096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3610110.250000 Penalty: 5154.374512
	Iteration 50Q: 3 clusters Score -3610110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3610114.750000 Penalty: 5154.374512
	Iteration 51Q: 3 clusters Score -3610115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3610139.500000 Penalty: 5154.374512
	Iteration 52Q: 3 clusters Score -3610140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3610156.000000 Penalty: 5154.374512
	Iteration 53Q: 3 clusters Score -3610156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3610166.500000 Penalty: 5154.374512
	Iteration 54Q: 3 clusters Score -3610166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3610181.000000 Penalty: 5154.374512
	Iteration 55Q: 3 clusters Score -3610181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3610191.500000 Penalty: 5154.374512
	Iteration 56Q: 3 clusters Score -3610192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3610199.750000 Penalty: 5154.374512
	Iteration 57Q: 3 clusters Score -3610200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3610211.750000 Penalty: 5154.374512
	Iteration 58Q: 3 clusters Score -3610212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3610211.750000 Penalty: 5154.374512
	Iteration 59Q: 3 clusters Score -3610212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3610218.750000 Penalty: 5154.374512
	Iteration 60F: 3 clusters Score -3610219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3610232.750000 Penalty: 5154.374512
	Iteration 61Q: 3 clusters Score -3610233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3610241.500000 Penalty: 5154.374512
	Iteration 62Q: 3 clusters Score -3610242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3610248.500000 Penalty: 5154.374512
	Iteration 63Q: 3 clusters Score -3610248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3610263.250000 Penalty: 5154.374512
	Iteration 64Q: 3 clusters Score -3610263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3610268.500000 Penalty: 5154.374512
	Iteration 65Q: 3 clusters Score -3610268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3610280.500000 Penalty: 5154.374512
	Iteration 66Q: 3 clusters Score -3610280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3610291.000000 Penalty: 5154.374512
	Iteration 67Q: 3 clusters Score -3610291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3610292.000000 Penalty: 5154.374512
	Iteration 68Q: 3 clusters Score -3610292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3610296.750000 Penalty: 5154.374512
	Iteration 69Q: 3 clusters Score -3610297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3610294.750000 Penalty: 5154.374512
	Iteration 70Q: 3 clusters Score -3610295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3610304.250000 Penalty: 5154.374512
	Iteration 71Q: 3 clusters Score -3610304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3610309.500000 Penalty: 5154.374512
	Iteration 72Q: 3 clusters Score -3610310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3610311.750000 Penalty: 5154.374512
	Iteration 73Q: 3 clusters Score -3610312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3610313.250000 Penalty: 5154.374512
	Iteration 74Q: 3 clusters Score -3610313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3610324.000000 Penalty: 5154.374512
	Iteration 75Q: 3 clusters Score -3610324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3610323.000000 Penalty: 5154.374512
	Iteration 76Q: 3 clusters Score -3610323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3610325.000000 Penalty: 5154.374512
	Iteration 77Q: 3 clusters Score -3610325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3610326.500000 Penalty: 5154.374512
	Iteration 78Q: 3 clusters Score -3610326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3610331.500000 Penalty: 5154.374512
	Iteration 79Q: 3 clusters Score -3610332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3610337.500000 Penalty: 5154.374512
	Iteration 80F: 3 clusters Score -3610338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3610333.500000 Penalty: 5154.374512
	Iteration 81Q: 3 clusters Score -3610334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3610338.750000 Penalty: 5154.374512
	Iteration 82Q: 3 clusters Score -3610339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3610341.250000 Penalty: 5154.374512
	Iteration 83Q: 3 clusters Score -3610341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3610344.250000 Penalty: 5154.374512
	Iteration 84Q: 3 clusters Score -3610344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3610342.000000 Penalty: 5154.374512
	Iteration 85Q: 3 clusters Score -3610342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3610347.750000 Penalty: 5154.374512
	Iteration 86Q: 3 clusters Score -3610348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3610349.500000 Penalty: 5154.374512
	Iteration 87Q: 3 clusters Score -3610350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3610353.250000 Penalty: 5154.374512
	Iteration 88Q: 3 clusters Score -3610353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3610356.750000 Penalty: 5154.374512
	Iteration 89Q: 3 clusters Score -3610357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3610353.000000 Penalty: 5154.374512
	Iteration 90Q: 3 clusters Score -3610353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3610351.750000 Penalty: 5154.374512
	Iteration 91Q: 3 clusters Score -3610352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3610351.750000 Penalty: 5154.374512
	Iteration 92F: 3 clusters Score -3610352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171824 members 
Entering Unmasked Estep 
Score: -20791978.000000 Penalty: 2989.447998
	Iteration 0F: 2 clusters Score -2.079198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -20684288.000000 Penalty: 5978.895996
	Iteration 0F: 3 clusters Score -2.068429e+07 nChanged 82554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -20732488.000000 Penalty: 5978.895996
	Iteration 1F: 3 clusters Score -2.073249e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -20733934.000000 Penalty: 5978.895996
	Iteration 2Q: 3 clusters Score -2.073393e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -20736148.000000 Penalty: 5978.895996
	Iteration 3Q: 3 clusters Score -2.073615e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -20739848.000000 Penalty: 5978.895996
	Iteration 4Q: 3 clusters Score -2.073985e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111646 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -20745714.000000 Penalty: 5978.895996
	Iteration 5F: 3 clusters Score -2.074571e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -20754062.000000 Penalty: 5978.895996
	Iteration 6F: 3 clusters Score -2.075406e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -20763978.000000 Penalty: 5978.895996
	Iteration 7F: 3 clusters Score -2.076398e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146283 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -20773288.000000 Penalty: 5978.895996
	Iteration 8F: 3 clusters Score -2.077329e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -20779992.000000 Penalty: 5978.895996
	Iteration 9F: 3 clusters Score -2.077999e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -20784288.000000 Penalty: 5978.895996
	Iteration 10Q: 3 clusters Score -2.078429e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -20786990.000000 Penalty: 5978.895996
	Iteration 11Q: 3 clusters Score -2.078699e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169818 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20788362.000000 Penalty: 5978.895996
	Iteration 12Q: 3 clusters Score -2.078836e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20788938.000000 Penalty: 5978.895996
	Iteration 13Q: 3 clusters Score -2.078894e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20789228.000000 Penalty: 5978.895996
	Iteration 14Q: 3 clusters Score -2.078923e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171253 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20789308.000000 Penalty: 5978.895996
	Iteration 15Q: 3 clusters Score -2.078931e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -20789392.000000 Penalty: 5978.895996
	Iteration 16Q: 3 clusters Score -2.078939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171343 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20789428.000000 Penalty: 5978.895996
	Iteration 17Q: 3 clusters Score -2.078943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20789444.000000 Penalty: 5978.895996
	Iteration 18Q: 3 clusters Score -2.078944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20789472.000000 Penalty: 5978.895996
	Iteration 19Q: 3 clusters Score -2.078947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -20789510.000000 Penalty: 5978.895996
	Iteration 20F: 3 clusters Score -2.078951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20789530.000000 Penalty: 5978.895996
	Iteration 21Q: 3 clusters Score -2.078953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20789550.000000 Penalty: 5978.895996
	Iteration 22Q: 3 clusters Score -2.078955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20789594.000000 Penalty: 5978.895996
	Iteration 23Q: 3 clusters Score -2.078959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20789582.000000 Penalty: 5978.895996
	Iteration 24Q: 3 clusters Score -2.078958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20789594.000000 Penalty: 5978.895996
	Iteration 25Q: 3 clusters Score -2.078959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -20789610.000000 Penalty: 5978.895996
	Iteration 26Q: 3 clusters Score -2.078961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20789614.000000 Penalty: 5978.895996
	Iteration 27Q: 3 clusters Score -2.078961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20789618.000000 Penalty: 5978.895996
	Iteration 28Q: 3 clusters Score -2.078962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20789618.000000 Penalty: 5978.895996
	Iteration 29F: 3 clusters Score -2.078962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Entering Unmasked Estep 
Score: -1939626.125000 Penalty: 2416.982422
	Iteration 0F: 2 clusters Score -1939626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1927354.000000 Penalty: 4833.964844
	Iteration 0F: 3 clusters Score -1927354 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1931538.500000 Penalty: 4833.964844
	Iteration 1F: 3 clusters Score -1931538 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1932134.375000 Penalty: 4833.964844
	Iteration 2F: 3 clusters Score -1932134 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1932687.625000 Penalty: 4833.964844
	Iteration 3F: 3 clusters Score -1932688 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1933240.625000 Penalty: 4833.964844
	Iteration 4F: 3 clusters Score -1933241 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1933772.375000 Penalty: 4833.964844
	Iteration 5F: 3 clusters Score -1933772 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1934334.750000 Penalty: 4833.964844
	Iteration 6F: 3 clusters Score -1934335 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1934851.625000 Penalty: 4833.964844
	Iteration 7Q: 3 clusters Score -1934852 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1935246.875000 Penalty: 4833.964844
	Iteration 8Q: 3 clusters Score -1935247 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1935549.750000 Penalty: 4833.964844
	Iteration 9Q: 3 clusters Score -1935550 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1935813.375000 Penalty: 4833.964844
	Iteration 10Q: 3 clusters Score -1935813 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1936049.500000 Penalty: 4833.964844
	Iteration 11Q: 3 clusters Score -1936050 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1936266.375000 Penalty: 4833.964844
	Iteration 12Q: 3 clusters Score -1936266 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1936434.875000 Penalty: 4833.964844
	Iteration 13Q: 3 clusters Score -1936435 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1936595.875000 Penalty: 4833.964844
	Iteration 14Q: 3 clusters Score -1936596 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1936706.375000 Penalty: 4833.964844
	Iteration 15Q: 3 clusters Score -1936706 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1936794.875000 Penalty: 4833.964844
	Iteration 16Q: 3 clusters Score -1936795 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1936870.125000 Penalty: 4833.964844
	Iteration 17Q: 3 clusters Score -1936870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1936917.500000 Penalty: 4833.964844
	Iteration 18Q: 3 clusters Score -1936918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1936977.375000 Penalty: 4833.964844
	Iteration 19Q: 3 clusters Score -1936977 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1937024.625000 Penalty: 4833.964844
	Iteration 20F: 3 clusters Score -1937025 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1937062.125000 Penalty: 4833.964844
	Iteration 21Q: 3 clusters Score -1937062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1937111.625000 Penalty: 4833.964844
	Iteration 22Q: 3 clusters Score -1937112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1937144.250000 Penalty: 4833.964844
	Iteration 23Q: 3 clusters Score -1937144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1937172.500000 Penalty: 4833.964844
	Iteration 24Q: 3 clusters Score -1937172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1937189.375000 Penalty: 4833.964844
	Iteration 25Q: 3 clusters Score -1937189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1937209.750000 Penalty: 4833.964844
	Iteration 26Q: 3 clusters Score -1937210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1937238.125000 Penalty: 4833.964844
	Iteration 27Q: 3 clusters Score -1937238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1937266.500000 Penalty: 4833.964844
	Iteration 28Q: 3 clusters Score -1937266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1937298.750000 Penalty: 4833.964844
	Iteration 29Q: 3 clusters Score -1937299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1937315.250000 Penalty: 4833.964844
	Iteration 30Q: 3 clusters Score -1937315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1937339.875000 Penalty: 4833.964844
	Iteration 31Q: 3 clusters Score -1937340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1937356.875000 Penalty: 4833.964844
	Iteration 32Q: 3 clusters Score -1937357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1937383.500000 Penalty: 4833.964844
	Iteration 33Q: 3 clusters Score -1937384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1937403.500000 Penalty: 4833.964844
	Iteration 34Q: 3 clusters Score -1937404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1937435.875000 Penalty: 4833.964844
	Iteration 35Q: 3 clusters Score -1937436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1937452.125000 Penalty: 4833.964844
	Iteration 36Q: 3 clusters Score -1937452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1937464.500000 Penalty: 4833.964844
	Iteration 37Q: 3 clusters Score -1937464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1937478.000000 Penalty: 4833.964844
	Iteration 38Q: 3 clusters Score -1937478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1937499.750000 Penalty: 4833.964844
	Iteration 39Q: 3 clusters Score -1937500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1937515.750000 Penalty: 4833.964844
	Iteration 40F: 3 clusters Score -1937516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1937528.750000 Penalty: 4833.964844
	Iteration 41Q: 3 clusters Score -1937529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1937544.500000 Penalty: 4833.964844
	Iteration 42Q: 3 clusters Score -1937544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1937559.875000 Penalty: 4833.964844
	Iteration 43Q: 3 clusters Score -1937560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1937573.875000 Penalty: 4833.964844
	Iteration 44Q: 3 clusters Score -1937574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1937585.625000 Penalty: 4833.964844
	Iteration 45Q: 3 clusters Score -1937586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1937593.250000 Penalty: 4833.964844
	Iteration 46Q: 3 clusters Score -1937593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1937600.500000 Penalty: 4833.964844
	Iteration 47Q: 3 clusters Score -1937600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1937606.250000 Penalty: 4833.964844
	Iteration 48Q: 3 clusters Score -1937606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1937611.625000 Penalty: 4833.964844
	Iteration 49Q: 3 clusters Score -1937612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1937609.500000 Penalty: 4833.964844
	Iteration 50Q: 3 clusters Score -1937610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1937613.250000 Penalty: 4833.964844
	Iteration 51Q: 3 clusters Score -1937613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1937619.125000 Penalty: 4833.964844
	Iteration 52Q: 3 clusters Score -1937619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1937623.375000 Penalty: 4833.964844
	Iteration 53Q: 3 clusters Score -1937623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1937627.125000 Penalty: 4833.964844
	Iteration 54Q: 3 clusters Score -1937627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1937625.625000 Penalty: 4833.964844
	Iteration 55Q: 3 clusters Score -1937626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1937630.125000 Penalty: 4833.964844
	Iteration 56Q: 3 clusters Score -1937630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1937630.000000 Penalty: 4833.964844
	Iteration 57Q: 3 clusters Score -1937630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1937638.750000 Penalty: 4833.964844
	Iteration 58Q: 3 clusters Score -1937639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1937638.000000 Penalty: 4833.964844
	Iteration 59Q: 3 clusters Score -1937638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1937642.875000 Penalty: 4833.964844
	Iteration 60F: 3 clusters Score -1937643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1937645.375000 Penalty: 4833.964844
	Iteration 61Q: 3 clusters Score -1937645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1937649.375000 Penalty: 4833.964844
	Iteration 62Q: 3 clusters Score -1937649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1937652.375000 Penalty: 4833.964844
	Iteration 63Q: 3 clusters Score -1937652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1937652.000000 Penalty: 4833.964844
	Iteration 64Q: 3 clusters Score -1937652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1937651.750000 Penalty: 4833.964844
	Iteration 65Q: 3 clusters Score -1937652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1937653.750000 Penalty: 4833.964844
	Iteration 66Q: 3 clusters Score -1937654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1937656.375000 Penalty: 4833.964844
	Iteration 67Q: 3 clusters Score -1937656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1937656.375000 Penalty: 4833.964844
	Iteration 68Q: 3 clusters Score -1937656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1937658.500000 Penalty: 4833.964844
	Iteration 69Q: 3 clusters Score -1937658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1937656.500000 Penalty: 4833.964844
	Iteration 70Q: 3 clusters Score -1937656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1937659.375000 Penalty: 4833.964844
	Iteration 71Q: 3 clusters Score -1937659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1937664.000000 Penalty: 4833.964844
	Iteration 72Q: 3 clusters Score -1937664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1937667.375000 Penalty: 4833.964844
	Iteration 73Q: 3 clusters Score -1937667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1937669.375000 Penalty: 4833.964844
	Iteration 74Q: 3 clusters Score -1937669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1937675.000000 Penalty: 4833.964844
	Iteration 75Q: 3 clusters Score -1937675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1937680.375000 Penalty: 4833.964844
	Iteration 76Q: 3 clusters Score -1937680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1937685.500000 Penalty: 4833.964844
	Iteration 77Q: 3 clusters Score -1937686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1937686.875000 Penalty: 4833.964844
	Iteration 78Q: 3 clusters Score -1937687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1937691.500000 Penalty: 4833.964844
	Iteration 79Q: 3 clusters Score -1937692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1937690.250000 Penalty: 4833.964844
	Iteration 80F: 3 clusters Score -1937690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1937693.250000 Penalty: 4833.964844
	Iteration 81Q: 3 clusters Score -1937693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1937700.500000 Penalty: 4833.964844
	Iteration 82Q: 3 clusters Score -1937700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1937701.125000 Penalty: 4833.964844
	Iteration 83Q: 3 clusters Score -1937701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1937704.125000 Penalty: 4833.964844
	Iteration 84Q: 3 clusters Score -1937704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1937713.250000 Penalty: 4833.964844
	Iteration 85Q: 3 clusters Score -1937713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1937716.500000 Penalty: 4833.964844
	Iteration 86Q: 3 clusters Score -1937716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1937722.000000 Penalty: 4833.964844
	Iteration 87Q: 3 clusters Score -1937722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1937724.375000 Penalty: 4833.964844
	Iteration 88Q: 3 clusters Score -1937724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1937728.375000 Penalty: 4833.964844
	Iteration 89Q: 3 clusters Score -1937728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1937733.250000 Penalty: 4833.964844
	Iteration 90Q: 3 clusters Score -1937733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1937733.375000 Penalty: 4833.964844
	Iteration 91Q: 3 clusters Score -1937733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1937742.375000 Penalty: 4833.964844
	Iteration 92Q: 3 clusters Score -1937742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1937742.500000 Penalty: 4833.964844
	Iteration 93Q: 3 clusters Score -1937742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1937742.625000 Penalty: 4833.964844
	Iteration 94Q: 3 clusters Score -1937743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1937743.375000 Penalty: 4833.964844
	Iteration 95Q: 3 clusters Score -1937743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1937742.750000 Penalty: 4833.964844
	Iteration 96Q: 3 clusters Score -1937743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1937745.625000 Penalty: 4833.964844
	Iteration 97Q: 3 clusters Score -1937746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1937745.500000 Penalty: 4833.964844
	Iteration 98Q: 3 clusters Score -1937746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1937747.500000 Penalty: 4833.964844
	Iteration 99Q: 3 clusters Score -1937748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1937746.500000 Penalty: 4833.964844
	Iteration 100F: 3 clusters Score -1937746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1937747.875000 Penalty: 4833.964844
	Iteration 101Q: 3 clusters Score -1937748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1937753.250000 Penalty: 4833.964844
	Iteration 102Q: 3 clusters Score -1937753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1937758.750000 Penalty: 4833.964844
	Iteration 103Q: 3 clusters Score -1937759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1937759.375000 Penalty: 4833.964844
	Iteration 104Q: 3 clusters Score -1937759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1937760.000000 Penalty: 4833.964844
	Iteration 105Q: 3 clusters Score -1937760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1937761.875000 Penalty: 4833.964844
	Iteration 106Q: 3 clusters Score -1937762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1937760.125000 Penalty: 4833.964844
	Iteration 107Q: 3 clusters Score -1937760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1937759.250000 Penalty: 4833.964844
	Iteration 108Q: 3 clusters Score -1937759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1937761.125000 Penalty: 4833.964844
	Iteration 109Q: 3 clusters Score -1937761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1937764.875000 Penalty: 4833.964844
	Iteration 110Q: 3 clusters Score -1937765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1937768.250000 Penalty: 4833.964844
	Iteration 111Q: 3 clusters Score -1937768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1937771.625000 Penalty: 4833.964844
	Iteration 112Q: 3 clusters Score -1937772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1937771.500000 Penalty: 4833.964844
	Iteration 113Q: 3 clusters Score -1937772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1937774.625000 Penalty: 4833.964844
	Iteration 114Q: 3 clusters Score -1937775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1937775.750000 Penalty: 4833.964844
	Iteration 115Q: 3 clusters Score -1937776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1937776.250000 Penalty: 4833.964844
	Iteration 116Q: 3 clusters Score -1937776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1937775.250000 Penalty: 4833.964844
	Iteration 117Q: 3 clusters Score -1937775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1937776.500000 Penalty: 4833.964844
	Iteration 118Q: 3 clusters Score -1937776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1937776.500000 Penalty: 4833.964844
	Iteration 119Q: 3 clusters Score -1937776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1937780.375000 Penalty: 4833.964844
	Iteration 120F: 3 clusters Score -1937780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1937780.125000 Penalty: 4833.964844
	Iteration 121Q: 3 clusters Score -1937780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1937783.125000 Penalty: 4833.964844
	Iteration 122Q: 3 clusters Score -1937783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1937785.375000 Penalty: 4833.964844
	Iteration 123Q: 3 clusters Score -1937785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1937785.875000 Penalty: 4833.964844
	Iteration 124Q: 3 clusters Score -1937786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1937786.500000 Penalty: 4833.964844
	Iteration 125Q: 3 clusters Score -1937786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1937787.625000 Penalty: 4833.964844
	Iteration 126Q: 3 clusters Score -1937788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1937789.125000 Penalty: 4833.964844
	Iteration 127Q: 3 clusters Score -1937789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1937791.250000 Penalty: 4833.964844
	Iteration 128Q: 3 clusters Score -1937791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1937792.250000 Penalty: 4833.964844
	Iteration 129Q: 3 clusters Score -1937792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1937792.375000 Penalty: 4833.964844
	Iteration 130Q: 3 clusters Score -1937792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1937798.750000 Penalty: 4833.964844
	Iteration 131Q: 3 clusters Score -1937799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1937798.125000 Penalty: 4833.964844
	Iteration 132Q: 3 clusters Score -1937798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1937799.750000 Penalty: 4833.964844
	Iteration 133Q: 3 clusters Score -1937800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1937800.375000 Penalty: 4833.964844
	Iteration 134Q: 3 clusters Score -1937800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1937800.375000 Penalty: 4833.964844
	Iteration 135F: 3 clusters Score -1937800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Entering Unmasked Estep 
Score: -3236765.750000 Penalty: 2522.187744
	Iteration 0F: 2 clusters Score -3236766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3218637.250000 Penalty: 5044.375488
	Iteration 0F: 3 clusters Score -3218637 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3224965.500000 Penalty: 5044.375488
	Iteration 1F: 3 clusters Score -3224966 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3225430.250000 Penalty: 5044.375488
	Iteration 2F: 3 clusters Score -3225430 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3225812.000000 Penalty: 5044.375488
	Iteration 3Q: 3 clusters Score -3225812 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3226250.500000 Penalty: 5044.375488
	Iteration 4Q: 3 clusters Score -3226250 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3226799.250000 Penalty: 5044.375488
	Iteration 5Q: 3 clusters Score -3226799 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3227533.250000 Penalty: 5044.375488
	Iteration 6F: 3 clusters Score -3227533 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3228561.500000 Penalty: 5044.375488
	Iteration 7F: 3 clusters Score -3228562 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3229851.000000 Penalty: 5044.375488
	Iteration 8F: 3 clusters Score -3229851 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3231290.750000 Penalty: 5044.375488
	Iteration 9F: 3 clusters Score -3231291 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3232557.750000 Penalty: 5044.375488
	Iteration 10F: 3 clusters Score -3232558 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3233577.500000 Penalty: 5044.375488
	Iteration 11Q: 3 clusters Score -3233578 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3234242.250000 Penalty: 5044.375488
	Iteration 12Q: 3 clusters Score -3234242 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3234637.250000 Penalty: 5044.375488
	Iteration 13Q: 3 clusters Score -3234637 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3234909.750000 Penalty: 5044.375488
	Iteration 14Q: 3 clusters Score -3234910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3235054.000000 Penalty: 5044.375488
	Iteration 15Q: 3 clusters Score -3235054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3235137.250000 Penalty: 5044.375488
	Iteration 16Q: 3 clusters Score -3235137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3235201.750000 Penalty: 5044.375488
	Iteration 17Q: 3 clusters Score -3235202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3235238.000000 Penalty: 5044.375488
	Iteration 18Q: 3 clusters Score -3235238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3235254.750000 Penalty: 5044.375488
	Iteration 19Q: 3 clusters Score -3235255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3235262.500000 Penalty: 5044.375488
	Iteration 20F: 3 clusters Score -3235262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3235275.250000 Penalty: 5044.375488
	Iteration 21Q: 3 clusters Score -3235275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3235277.250000 Penalty: 5044.375488
	Iteration 22Q: 3 clusters Score -3235277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3235282.000000 Penalty: 5044.375488
	Iteration 23Q: 3 clusters Score -3235282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3235298.250000 Penalty: 5044.375488
	Iteration 24Q: 3 clusters Score -3235298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3235303.500000 Penalty: 5044.375488
	Iteration 25Q: 3 clusters Score -3235304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3235310.250000 Penalty: 5044.375488
	Iteration 26Q: 3 clusters Score -3235310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3235307.250000 Penalty: 5044.375488
	Iteration 27Q: 3 clusters Score -3235307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3235312.750000 Penalty: 5044.375488
	Iteration 28Q: 3 clusters Score -3235313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3235314.250000 Penalty: 5044.375488
	Iteration 29Q: 3 clusters Score -3235314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3235315.250000 Penalty: 5044.375488
	Iteration 30Q: 3 clusters Score -3235315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3235315.000000 Penalty: 5044.375488
	Iteration 31Q: 3 clusters Score -3235315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3235321.000000 Penalty: 5044.375488
	Iteration 32Q: 3 clusters Score -3235321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3235320.000000 Penalty: 5044.375488
	Iteration 33Q: 3 clusters Score -3235320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3235320.000000 Penalty: 5044.375488
	Iteration 34F: 3 clusters Score -3235320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Entering Unmasked Estep 
Score: -9657069.000000 Penalty: 2804.451660
	Iteration 0F: 2 clusters Score -9657069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -9602372.000000 Penalty: 5608.903320
	Iteration 0F: 3 clusters Score -9602372 nChanged 38490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -9624602.000000 Penalty: 5608.903320
	Iteration 1F: 3 clusters Score -9624602 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -9625585.000000 Penalty: 5608.903320
	Iteration 2Q: 3 clusters Score -9625585 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -9626764.000000 Penalty: 5608.903320
	Iteration 3Q: 3 clusters Score -9626764 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -9628566.000000 Penalty: 5608.903320
	Iteration 4Q: 3 clusters Score -9628566 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -9631303.000000 Penalty: 5608.903320
	Iteration 5F: 3 clusters Score -9631303 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -9635310.000000 Penalty: 5608.903320
	Iteration 6F: 3 clusters Score -9635310 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -9640960.000000 Penalty: 5608.903320
	Iteration 7F: 3 clusters Score -9640960 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -9646673.000000 Penalty: 5608.903320
	Iteration 8F: 3 clusters Score -9646673 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -9650889.000000 Penalty: 5608.903320
	Iteration 9F: 3 clusters Score -9650889 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9653006.000000 Penalty: 5608.903320
	Iteration 10Q: 3 clusters Score -9653006 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9653928.000000 Penalty: 5608.903320
	Iteration 11Q: 3 clusters Score -9653928 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9654335.000000 Penalty: 5608.903320
	Iteration 12Q: 3 clusters Score -9654335 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9654512.000000 Penalty: 5608.903320
	Iteration 13Q: 3 clusters Score -9654512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9654595.000000 Penalty: 5608.903320
	Iteration 14Q: 3 clusters Score -9654595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9654650.000000 Penalty: 5608.903320
	Iteration 15Q: 3 clusters Score -9654650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9654695.000000 Penalty: 5608.903320
	Iteration 16Q: 3 clusters Score -9654695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9654713.000000 Penalty: 5608.903320
	Iteration 17Q: 3 clusters Score -9654713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9654729.000000 Penalty: 5608.903320
	Iteration 18Q: 3 clusters Score -9654729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9654749.000000 Penalty: 5608.903320
	Iteration 19Q: 3 clusters Score -9654749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9654773.000000 Penalty: 5608.903320
	Iteration 20F: 3 clusters Score -9654773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9654783.000000 Penalty: 5608.903320
	Iteration 21Q: 3 clusters Score -9654783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9654789.000000 Penalty: 5608.903320
	Iteration 22Q: 3 clusters Score -9654789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9654799.000000 Penalty: 5608.903320
	Iteration 23Q: 3 clusters Score -9654799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9654805.000000 Penalty: 5608.903320
	Iteration 24Q: 3 clusters Score -9654805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9654800.000000 Penalty: 5608.903320
	Iteration 25Q: 3 clusters Score -9654800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9654806.000000 Penalty: 5608.903320
	Iteration 26Q: 3 clusters Score -9654806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9654811.000000 Penalty: 5608.903320
	Iteration 27Q: 3 clusters Score -9654811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9654805.000000 Penalty: 5608.903320
	Iteration 28Q: 3 clusters Score -9654805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9654805.000000 Penalty: 5608.903320
	Iteration 29F: 3 clusters Score -9654805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Entering Unmasked Estep 
Score: -2448537.750000 Penalty: 2468.306641
	Iteration 0F: 2 clusters Score -2448538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2433979.750000 Penalty: 4936.613281
	Iteration 0F: 3 clusters Score -2433980 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2439208.250000 Penalty: 4936.613281
	Iteration 1F: 3 clusters Score -2439208 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2439894.250000 Penalty: 4936.613281
	Iteration 2F: 3 clusters Score -2439894 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2440687.750000 Penalty: 4936.613281
	Iteration 3F: 3 clusters Score -2440688 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2441626.250000 Penalty: 4936.613281
	Iteration 4F: 3 clusters Score -2441626 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2442767.500000 Penalty: 4936.613281
	Iteration 5F: 3 clusters Score -2442768 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2443847.500000 Penalty: 4936.613281
	Iteration 6F: 3 clusters Score -2443848 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2444737.000000 Penalty: 4936.613281
	Iteration 7F: 3 clusters Score -2444737 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2445408.750000 Penalty: 4936.613281
	Iteration 8Q: 3 clusters Score -2445409 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2445848.750000 Penalty: 4936.613281
	Iteration 9Q: 3 clusters Score -2445849 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2446150.500000 Penalty: 4936.613281
	Iteration 10Q: 3 clusters Score -2446150 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2446412.000000 Penalty: 4936.613281
	Iteration 11Q: 3 clusters Score -2446412 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2446589.750000 Penalty: 4936.613281
	Iteration 12Q: 3 clusters Score -2446590 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2446729.500000 Penalty: 4936.613281
	Iteration 13Q: 3 clusters Score -2446730 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2446876.500000 Penalty: 4936.613281
	Iteration 14Q: 3 clusters Score -2446876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2447041.500000 Penalty: 4936.613281
	Iteration 15Q: 3 clusters Score -2447042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2447188.500000 Penalty: 4936.613281
	Iteration 16Q: 3 clusters Score -2447188 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2447299.750000 Penalty: 4936.613281
	Iteration 17Q: 3 clusters Score -2447300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2447376.500000 Penalty: 4936.613281
	Iteration 18Q: 3 clusters Score -2447376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2447443.500000 Penalty: 4936.613281
	Iteration 19Q: 3 clusters Score -2447444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2447481.000000 Penalty: 4936.613281
	Iteration 20F: 3 clusters Score -2447481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2447518.000000 Penalty: 4936.613281
	Iteration 21Q: 3 clusters Score -2447518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2447538.500000 Penalty: 4936.613281
	Iteration 22Q: 3 clusters Score -2447538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2447550.500000 Penalty: 4936.613281
	Iteration 23Q: 3 clusters Score -2447550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2447559.250000 Penalty: 4936.613281
	Iteration 24Q: 3 clusters Score -2447559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2447568.250000 Penalty: 4936.613281
	Iteration 25Q: 3 clusters Score -2447568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2447586.500000 Penalty: 4936.613281
	Iteration 26Q: 3 clusters Score -2447586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2447600.750000 Penalty: 4936.613281
	Iteration 27Q: 3 clusters Score -2447601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2447606.750000 Penalty: 4936.613281
	Iteration 28Q: 3 clusters Score -2447607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2447621.750000 Penalty: 4936.613281
	Iteration 29Q: 3 clusters Score -2447622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2447626.250000 Penalty: 4936.613281
	Iteration 30Q: 3 clusters Score -2447626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2447631.500000 Penalty: 4936.613281
	Iteration 31Q: 3 clusters Score -2447632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2447629.250000 Penalty: 4936.613281
	Iteration 32Q: 3 clusters Score -2447629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2447637.750000 Penalty: 4936.613281
	Iteration 33Q: 3 clusters Score -2447638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2447639.500000 Penalty: 4936.613281
	Iteration 34Q: 3 clusters Score -2447640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2447642.250000 Penalty: 4936.613281
	Iteration 35Q: 3 clusters Score -2447642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2447640.250000 Penalty: 4936.613281
	Iteration 36Q: 3 clusters Score -2447640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2447638.250000 Penalty: 4936.613281
	Iteration 37Q: 3 clusters Score -2447638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2447638.750000 Penalty: 4936.613281
	Iteration 38Q: 3 clusters Score -2447639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2447639.750000 Penalty: 4936.613281
	Iteration 39Q: 3 clusters Score -2447640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2447639.000000 Penalty: 4936.613281
	Iteration 40F: 3 clusters Score -2447639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2447640.000000 Penalty: 4936.613281
	Iteration 41Q: 3 clusters Score -2447640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2447639.500000 Penalty: 4936.613281
	Iteration 42Q: 3 clusters Score -2447640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2447641.250000 Penalty: 4936.613281
	Iteration 43Q: 3 clusters Score -2447641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2447641.250000 Penalty: 4936.613281
	Iteration 44F: 3 clusters Score -2447641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -473591.218750 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -473591.2 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 2186 members 
Entering Unmasked Estep 
Score: -469606.531250 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -469606.5 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -471271.718750 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -471271.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -472585.437500 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -472585.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -473450.187500 Penalty: 4150.411133
	Iteration 3F: 3 clusters Score -473450.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -473793.125000 Penalty: 4150.411133
	Iteration 4F: 3 clusters Score -473793.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -473917.125000 Penalty: 4150.411133
	Iteration 5Q: 3 clusters Score -473917.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -473954.812500 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -473954.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -473975.406250 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -473975.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -473987.781250 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -473987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -473995.875000 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -473995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -473999.093750 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -473999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -473998.312500 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -473998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -474000.187500 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -474000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -474000.187500 Penalty: 4150.411133
	Iteration 13F: 3 clusters Score -474000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167708 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39616 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 165986 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113520 members 
Mstep: Class 12 contains 258878 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26593 members 
Mstep: Class 24 contains 10161 members 
Mstep: Class 25 contains 47453 members 
Mstep: Class 26 contains 8251 members 
Mstep: Class 27 contains 73171 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15612 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12889 members 
Mstep: Class 36 contains 3185 members 
Entering Unmasked Estep 
Score: -205569184.000000 Penalty: 128518.421875
Splitting cluster 19 changes total score from -205570176.000000 to -205569184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -167795.859375 Penalty: 1825.147949
	Iteration 0F: 2 clusters Score -167795.9 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 797 members 
Entering Unmasked Estep 
Score: -165550.046875 Penalty: 3650.295898
	Iteration 0F: 3 clusters Score -165550 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166245.421875 Penalty: 3650.295898
	Iteration 1F: 3 clusters Score -166245.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166768.109375 Penalty: 3650.295898
	Iteration 2F: 3 clusters Score -166768.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167289.718750 Penalty: 3650.295898
	Iteration 3F: 3 clusters Score -167289.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -167757.046875 Penalty: 3650.295898
	Iteration 4F: 3 clusters Score -167757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168171.046875 Penalty: 3650.295898
	Iteration 5F: 3 clusters Score -168171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -168481.171875 Penalty: 3650.295898
	Iteration 6Q: 3 clusters Score -168481.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169002.671875 Penalty: 3650.295898
	Iteration 7Q: 3 clusters Score -169002.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -169358.203125 Penalty: 3650.295898
	Iteration 8Q: 3 clusters Score -169358.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -169608.203125 Penalty: 3650.295898
	Iteration 9Q: 3 clusters Score -169608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169620.546875 Penalty: 3650.295898
	Iteration 10Q: 3 clusters Score -169620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169620.546875 Penalty: 3650.295898
	Iteration 11F: 3 clusters Score -169620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167708 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39616 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 165986 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113520 members 
Mstep: Class 12 contains 258878 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26593 members 
Mstep: Class 24 contains 10161 members 
Mstep: Class 25 contains 47453 members 
Mstep: Class 26 contains 8251 members 
Mstep: Class 27 contains 73171 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15612 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12889 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
Score: -205570384.000000 Penalty: 128518.421875
Splitting cluster 20 changes total score from -205570176.000000 to -205570384.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -2660242.500000 Penalty: 2483.027344
	Iteration 0F: 2 clusters Score -2660242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2644710.750000 Penalty: 4966.054688
	Iteration 0F: 3 clusters Score -2644711 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2650078.000000 Penalty: 4966.054688
	Iteration 1F: 3 clusters Score -2650078 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2650425.500000 Penalty: 4966.054688
	Iteration 2Q: 3 clusters Score -2650426 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2650710.750000 Penalty: 4966.054688
	Iteration 3Q: 3 clusters Score -2650711 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2650969.000000 Penalty: 4966.054688
	Iteration 4Q: 3 clusters Score -2650969 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2651223.000000 Penalty: 4966.054688
	Iteration 5Q: 3 clusters Score -2651223 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2651529.750000 Penalty: 4966.054688
	Iteration 6Q: 3 clusters Score -2651530 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2651885.500000 Penalty: 4966.054688
	Iteration 7Q: 3 clusters Score -2651886 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2652223.500000 Penalty: 4966.054688
	Iteration 8Q: 3 clusters Score -2652224 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2652579.750000 Penalty: 4966.054688
	Iteration 9Q: 3 clusters Score -2652580 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2652976.000000 Penalty: 4966.054688
	Iteration 10Q: 3 clusters Score -2652976 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2653382.250000 Penalty: 4966.054688
	Iteration 11Q: 3 clusters Score -2653382 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2653842.750000 Penalty: 4966.054688
	Iteration 12Q: 3 clusters Score -2653843 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2654325.750000 Penalty: 4966.054688
	Iteration 13Q: 3 clusters Score -2654326 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2654821.250000 Penalty: 4966.054688
	Iteration 14Q: 3 clusters Score -2654821 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2655328.500000 Penalty: 4966.054688
	Iteration 15Q: 3 clusters Score -2655328 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2655800.750000 Penalty: 4966.054688
	Iteration 16Q: 3 clusters Score -2655801 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2656239.250000 Penalty: 4966.054688
	Iteration 17Q: 3 clusters Score -2656239 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2656636.000000 Penalty: 4966.054688
	Iteration 18Q: 3 clusters Score -2656636 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2657008.000000 Penalty: 4966.054688
	Iteration 19Q: 3 clusters Score -2657008 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2657306.500000 Penalty: 4966.054688
	Iteration 20F: 3 clusters Score -2657306 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2657547.000000 Penalty: 4966.054688
	Iteration 21Q: 3 clusters Score -2657547 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2657745.500000 Penalty: 4966.054688
	Iteration 22Q: 3 clusters Score -2657746 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2657896.250000 Penalty: 4966.054688
	Iteration 23Q: 3 clusters Score -2657896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2657984.000000 Penalty: 4966.054688
	Iteration 24Q: 3 clusters Score -2657984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2658046.750000 Penalty: 4966.054688
	Iteration 25Q: 3 clusters Score -2658047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2658089.000000 Penalty: 4966.054688
	Iteration 26Q: 3 clusters Score -2658089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2658135.250000 Penalty: 4966.054688
	Iteration 27Q: 3 clusters Score -2658135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2658163.000000 Penalty: 4966.054688
	Iteration 28Q: 3 clusters Score -2658163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2658188.000000 Penalty: 4966.054688
	Iteration 29Q: 3 clusters Score -2658188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2658205.000000 Penalty: 4966.054688
	Iteration 30Q: 3 clusters Score -2658205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2658216.500000 Penalty: 4966.054688
	Iteration 31Q: 3 clusters Score -2658216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2658224.000000 Penalty: 4966.054688
	Iteration 32Q: 3 clusters Score -2658224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2658235.750000 Penalty: 4966.054688
	Iteration 33Q: 3 clusters Score -2658236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2658239.500000 Penalty: 4966.054688
	Iteration 34Q: 3 clusters Score -2658240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2658245.250000 Penalty: 4966.054688
	Iteration 35Q: 3 clusters Score -2658245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2658250.500000 Penalty: 4966.054688
	Iteration 36Q: 3 clusters Score -2658250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2658260.250000 Penalty: 4966.054688
	Iteration 37Q: 3 clusters Score -2658260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2658273.000000 Penalty: 4966.054688
	Iteration 38Q: 3 clusters Score -2658273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2658280.500000 Penalty: 4966.054688
	Iteration 39Q: 3 clusters Score -2658280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2658279.500000 Penalty: 4966.054688
	Iteration 40F: 3 clusters Score -2658280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2658290.750000 Penalty: 4966.054688
	Iteration 41Q: 3 clusters Score -2658291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2658295.750000 Penalty: 4966.054688
	Iteration 42Q: 3 clusters Score -2658296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2658296.000000 Penalty: 4966.054688
	Iteration 43Q: 3 clusters Score -2658296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2658300.750000 Penalty: 4966.054688
	Iteration 44Q: 3 clusters Score -2658301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2658296.500000 Penalty: 4966.054688
	Iteration 45Q: 3 clusters Score -2658296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2658300.000000 Penalty: 4966.054688
	Iteration 46Q: 3 clusters Score -2658300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2658302.250000 Penalty: 4966.054688
	Iteration 47Q: 3 clusters Score -2658302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2658302.000000 Penalty: 4966.054688
	Iteration 48Q: 3 clusters Score -2658302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2658302.500000 Penalty: 4966.054688
	Iteration 49Q: 3 clusters Score -2658302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2658303.000000 Penalty: 4966.054688
	Iteration 50Q: 3 clusters Score -2658303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2658312.000000 Penalty: 4966.054688
	Iteration 51Q: 3 clusters Score -2658312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2658309.750000 Penalty: 4966.054688
	Iteration 52Q: 3 clusters Score -2658310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2658311.250000 Penalty: 4966.054688
	Iteration 53Q: 3 clusters Score -2658311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2658314.500000 Penalty: 4966.054688
	Iteration 54Q: 3 clusters Score -2658314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2658315.500000 Penalty: 4966.054688
	Iteration 55Q: 3 clusters Score -2658316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2658314.750000 Penalty: 4966.054688
	Iteration 56Q: 3 clusters Score -2658315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2658315.250000 Penalty: 4966.054688
	Iteration 57Q: 3 clusters Score -2658315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2658315.500000 Penalty: 4966.054688
	Iteration 58Q: 3 clusters Score -2658316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2658313.750000 Penalty: 4966.054688
	Iteration 59Q: 3 clusters Score -2658314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2658317.000000 Penalty: 4966.054688
	Iteration 60F: 3 clusters Score -2658317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2658323.500000 Penalty: 4966.054688
	Iteration 61Q: 3 clusters Score -2658324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2658324.000000 Penalty: 4966.054688
	Iteration 62Q: 3 clusters Score -2658324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2658329.750000 Penalty: 4966.054688
	Iteration 63Q: 3 clusters Score -2658330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2658330.500000 Penalty: 4966.054688
	Iteration 64Q: 3 clusters Score -2658330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2658334.750000 Penalty: 4966.054688
	Iteration 65Q: 3 clusters Score -2658335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2658337.250000 Penalty: 4966.054688
	Iteration 66Q: 3 clusters Score -2658337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2658338.250000 Penalty: 4966.054688
	Iteration 67Q: 3 clusters Score -2658338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2658338.500000 Penalty: 4966.054688
	Iteration 68Q: 3 clusters Score -2658338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2658338.500000 Penalty: 4966.054688
	Iteration 69F: 3 clusters Score -2658338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Entering Unmasked Estep 
Score: -20670474.000000 Penalty: 2990.497803
	Iteration 0F: 2 clusters Score -2.067047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -20556426.000000 Penalty: 5980.995605
	Iteration 0F: 3 clusters Score -2.055643e+07 nChanged 82694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -20604936.000000 Penalty: 5980.995605
	Iteration 1F: 3 clusters Score -2.060494e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -20606096.000000 Penalty: 5980.995605
	Iteration 2Q: 3 clusters Score -2.06061e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -20607376.000000 Penalty: 5980.995605
	Iteration 3Q: 3 clusters Score -2.060738e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -20609158.000000 Penalty: 5980.995605
	Iteration 4Q: 3 clusters Score -2.060916e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -20611168.000000 Penalty: 5980.995605
	Iteration 5Q: 3 clusters Score -2.061117e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -20613812.000000 Penalty: 5980.995605
	Iteration 6Q: 3 clusters Score -2.061381e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -20617186.000000 Penalty: 5980.995605
	Iteration 7Q: 3 clusters Score -2.061719e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -20621086.000000 Penalty: 5980.995605
	Iteration 8F: 3 clusters Score -2.062109e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -20625572.000000 Penalty: 5980.995605
	Iteration 9F: 3 clusters Score -2.062557e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115024 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -20630124.000000 Penalty: 5980.995605
	Iteration 10F: 3 clusters Score -2.063012e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122055 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -20635432.000000 Penalty: 5980.995605
	Iteration 11F: 3 clusters Score -2.063543e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129289 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -20641584.000000 Penalty: 5980.995605
	Iteration 12Q: 3 clusters Score -2.064158e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136125 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -20648536.000000 Penalty: 5980.995605
	Iteration 13Q: 3 clusters Score -2.064854e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -20654188.000000 Penalty: 5980.995605
	Iteration 14Q: 3 clusters Score -2.065419e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145511 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -20658132.000000 Penalty: 5980.995605
	Iteration 15Q: 3 clusters Score -2.065813e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -20660606.000000 Penalty: 5980.995605
	Iteration 16Q: 3 clusters Score -2.066061e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -20662370.000000 Penalty: 5980.995605
	Iteration 17Q: 3 clusters Score -2.066237e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153122 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -20663726.000000 Penalty: 5980.995605
	Iteration 18Q: 3 clusters Score -2.066373e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -20664824.000000 Penalty: 5980.995605
	Iteration 19Q: 3 clusters Score -2.066482e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -20665656.000000 Penalty: 5980.995605
	Iteration 20F: 3 clusters Score -2.066566e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -20666218.000000 Penalty: 5980.995605
	Iteration 21Q: 3 clusters Score -2.066622e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -20666630.000000 Penalty: 5980.995605
	Iteration 22Q: 3 clusters Score -2.066663e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159619 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -20666928.000000 Penalty: 5980.995605
	Iteration 23Q: 3 clusters Score -2.066693e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -20667216.000000 Penalty: 5980.995605
	Iteration 24Q: 3 clusters Score -2.066722e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -20667420.000000 Penalty: 5980.995605
	Iteration 25Q: 3 clusters Score -2.066742e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161914 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -20667690.000000 Penalty: 5980.995605
	Iteration 26Q: 3 clusters Score -2.066769e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162514 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -20667950.000000 Penalty: 5980.995605
	Iteration 27Q: 3 clusters Score -2.066795e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -20668108.000000 Penalty: 5980.995605
	Iteration 28Q: 3 clusters Score -2.066811e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163521 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -20668286.000000 Penalty: 5980.995605
	Iteration 29Q: 3 clusters Score -2.066829e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -20668366.000000 Penalty: 5980.995605
	Iteration 30Q: 3 clusters Score -2.066837e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -20668446.000000 Penalty: 5980.995605
	Iteration 31Q: 3 clusters Score -2.066845e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -20668524.000000 Penalty: 5980.995605
	Iteration 32Q: 3 clusters Score -2.066852e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164957 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -20668552.000000 Penalty: 5980.995605
	Iteration 33Q: 3 clusters Score -2.066855e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165202 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -20668546.000000 Penalty: 5980.995605
	Iteration 34Q: 3 clusters Score -2.066855e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -20668540.000000 Penalty: 5980.995605
	Iteration 35Q: 3 clusters Score -2.066854e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -20668584.000000 Penalty: 5980.995605
	Iteration 36Q: 3 clusters Score -2.066858e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -20668608.000000 Penalty: 5980.995605
	Iteration 37Q: 3 clusters Score -2.066861e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -20668616.000000 Penalty: 5980.995605
	Iteration 38Q: 3 clusters Score -2.066862e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -20668652.000000 Penalty: 5980.995605
	Iteration 39Q: 3 clusters Score -2.066865e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -20668652.000000 Penalty: 5980.995605
	Iteration 40F: 3 clusters Score -2.066865e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166607 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -20668630.000000 Penalty: 5980.995605
	Iteration 41Q: 3 clusters Score -2.066863e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166752 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -20668648.000000 Penalty: 5980.995605
	Iteration 42Q: 3 clusters Score -2.066865e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166889 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -20668692.000000 Penalty: 5980.995605
	Iteration 43Q: 3 clusters Score -2.066869e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -20668710.000000 Penalty: 5980.995605
	Iteration 44Q: 3 clusters Score -2.066871e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -20668690.000000 Penalty: 5980.995605
	Iteration 45Q: 3 clusters Score -2.066869e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167260 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -20668684.000000 Penalty: 5980.995605
	Iteration 46Q: 3 clusters Score -2.066868e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167368 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -20668700.000000 Penalty: 5980.995605
	Iteration 47Q: 3 clusters Score -2.06687e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -20668720.000000 Penalty: 5980.995605
	Iteration 48Q: 3 clusters Score -2.066872e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167554 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -20668680.000000 Penalty: 5980.995605
	Iteration 49Q: 3 clusters Score -2.066868e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167621 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -20668704.000000 Penalty: 5980.995605
	Iteration 50Q: 3 clusters Score -2.06687e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -20668718.000000 Penalty: 5980.995605
	Iteration 51Q: 3 clusters Score -2.066872e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -20668740.000000 Penalty: 5980.995605
	Iteration 52Q: 3 clusters Score -2.066874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -20668738.000000 Penalty: 5980.995605
	Iteration 53Q: 3 clusters Score -2.066874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -20668742.000000 Penalty: 5980.995605
	Iteration 54Q: 3 clusters Score -2.066874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -20668716.000000 Penalty: 5980.995605
	Iteration 55Q: 3 clusters Score -2.066872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167882 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -20668734.000000 Penalty: 5980.995605
	Iteration 56Q: 3 clusters Score -2.066873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167908 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -20668740.000000 Penalty: 5980.995605
	Iteration 57Q: 3 clusters Score -2.066874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -20668728.000000 Penalty: 5980.995605
	Iteration 58Q: 3 clusters Score -2.066873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167954 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -20668698.000000 Penalty: 5980.995605
	Iteration 59Q: 3 clusters Score -2.06687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -20668720.000000 Penalty: 5980.995605
	Iteration 60F: 3 clusters Score -2.066872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -20668736.000000 Penalty: 5980.995605
	Iteration 61Q: 3 clusters Score -2.066874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167999 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -20668720.000000 Penalty: 5980.995605
	Iteration 62Q: 3 clusters Score -2.066872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168011 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -20668718.000000 Penalty: 5980.995605
	Iteration 63Q: 3 clusters Score -2.066872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -20668722.000000 Penalty: 5980.995605
	Iteration 64Q: 3 clusters Score -2.066872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -20668732.000000 Penalty: 5980.995605
	Iteration 65Q: 3 clusters Score -2.066873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -20668738.000000 Penalty: 5980.995605
	Iteration 66Q: 3 clusters Score -2.066874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -20668736.000000 Penalty: 5980.995605
	Iteration 67Q: 3 clusters Score -2.066874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168088 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -20668750.000000 Penalty: 5980.995605
	Iteration 68Q: 3 clusters Score -2.066875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168101 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -20668728.000000 Penalty: 5980.995605
	Iteration 69Q: 3 clusters Score -2.066873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168111 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -20668714.000000 Penalty: 5980.995605
	Iteration 70Q: 3 clusters Score -2.066871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -20668724.000000 Penalty: 5980.995605
	Iteration 71Q: 3 clusters Score -2.066872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168128 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -20668736.000000 Penalty: 5980.995605
	Iteration 72Q: 3 clusters Score -2.066874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -20668726.000000 Penalty: 5980.995605
	Iteration 73Q: 3 clusters Score -2.066873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -20668740.000000 Penalty: 5980.995605
	Iteration 74Q: 3 clusters Score -2.066874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168174 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -20668740.000000 Penalty: 5980.995605
	Iteration 75Q: 3 clusters Score -2.066874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -20668740.000000 Penalty: 5980.995605
	Iteration 76Q: 3 clusters Score -2.066874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -20668740.000000 Penalty: 5980.995605
	Iteration 77Q: 3 clusters Score -2.066874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168208 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -20668736.000000 Penalty: 5980.995605
	Iteration 78Q: 3 clusters Score -2.066874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168218 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -20668732.000000 Penalty: 5980.995605
	Iteration 79Q: 3 clusters Score -2.066873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168232 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -20668734.000000 Penalty: 5980.995605
	Iteration 80F: 3 clusters Score -2.066873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -20668730.000000 Penalty: 5980.995605
	Iteration 81Q: 3 clusters Score -2.066873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168272 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -20668740.000000 Penalty: 5980.995605
	Iteration 82Q: 3 clusters Score -2.066874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -20668734.000000 Penalty: 5980.995605
	Iteration 83Q: 3 clusters Score -2.066873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168320 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -20668752.000000 Penalty: 5980.995605
	Iteration 84Q: 3 clusters Score -2.066875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -20668756.000000 Penalty: 5980.995605
	Iteration 85Q: 3 clusters Score -2.066876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168378 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -20668752.000000 Penalty: 5980.995605
	Iteration 86Q: 3 clusters Score -2.066875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -20668746.000000 Penalty: 5980.995605
	Iteration 87Q: 3 clusters Score -2.066875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168420 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -20668748.000000 Penalty: 5980.995605
	Iteration 88Q: 3 clusters Score -2.066875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -20668764.000000 Penalty: 5980.995605
	Iteration 89Q: 3 clusters Score -2.066876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -20668752.000000 Penalty: 5980.995605
	Iteration 90Q: 3 clusters Score -2.066875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168464 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -20668752.000000 Penalty: 5980.995605
	Iteration 91Q: 3 clusters Score -2.066875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -20668758.000000 Penalty: 5980.995605
	Iteration 92Q: 3 clusters Score -2.066876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -20668770.000000 Penalty: 5980.995605
	Iteration 93Q: 3 clusters Score -2.066877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -20668754.000000 Penalty: 5980.995605
	Iteration 94Q: 3 clusters Score -2.066875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168502 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -20668758.000000 Penalty: 5980.995605
	Iteration 95Q: 3 clusters Score -2.066876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168508 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -20668748.000000 Penalty: 5980.995605
	Iteration 96Q: 3 clusters Score -2.066875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -20668742.000000 Penalty: 5980.995605
	Iteration 97Q: 3 clusters Score -2.066874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168522 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -20668754.000000 Penalty: 5980.995605
	Iteration 98Q: 3 clusters Score -2.066875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168527 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -20668756.000000 Penalty: 5980.995605
	Iteration 99Q: 3 clusters Score -2.066876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168531 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -20668766.000000 Penalty: 5980.995605
	Iteration 100F: 3 clusters Score -2.066877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -20668768.000000 Penalty: 5980.995605
	Iteration 101Q: 3 clusters Score -2.066877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -20668762.000000 Penalty: 5980.995605
	Iteration 102Q: 3 clusters Score -2.066876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -20668756.000000 Penalty: 5980.995605
	Iteration 103Q: 3 clusters Score -2.066876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -20668764.000000 Penalty: 5980.995605
	Iteration 104Q: 3 clusters Score -2.066876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -20668768.000000 Penalty: 5980.995605
	Iteration 105Q: 3 clusters Score -2.066877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -20668750.000000 Penalty: 5980.995605
	Iteration 106Q: 3 clusters Score -2.066875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -20668770.000000 Penalty: 5980.995605
	Iteration 107Q: 3 clusters Score -2.066877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -20668748.000000 Penalty: 5980.995605
	Iteration 108Q: 3 clusters Score -2.066875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -20668760.000000 Penalty: 5980.995605
	Iteration 109Q: 3 clusters Score -2.066876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168604 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -20668768.000000 Penalty: 5980.995605
	Iteration 110Q: 3 clusters Score -2.066877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -20668766.000000 Penalty: 5980.995605
	Iteration 111Q: 3 clusters Score -2.066877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -20668782.000000 Penalty: 5980.995605
	Iteration 112Q: 3 clusters Score -2.066878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -20668782.000000 Penalty: 5980.995605
	Iteration 113Q: 3 clusters Score -2.066878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168650 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -20668796.000000 Penalty: 5980.995605
	Iteration 114Q: 3 clusters Score -2.06688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -20668788.000000 Penalty: 5980.995605
	Iteration 115Q: 3 clusters Score -2.066879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168667 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -20668760.000000 Penalty: 5980.995605
	Iteration 116Q: 3 clusters Score -2.066876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -20668758.000000 Penalty: 5980.995605
	Iteration 117Q: 3 clusters Score -2.066876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -20668774.000000 Penalty: 5980.995605
	Iteration 118Q: 3 clusters Score -2.066877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168705 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -20668772.000000 Penalty: 5980.995605
	Iteration 119Q: 3 clusters Score -2.066877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -20668760.000000 Penalty: 5980.995605
	Iteration 120F: 3 clusters Score -2.066876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -20668776.000000 Penalty: 5980.995605
	Iteration 121Q: 3 clusters Score -2.066878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -20668780.000000 Penalty: 5980.995605
	Iteration 122Q: 3 clusters Score -2.066878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168732 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -20668772.000000 Penalty: 5980.995605
	Iteration 123Q: 3 clusters Score -2.066877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -20668774.000000 Penalty: 5980.995605
	Iteration 124Q: 3 clusters Score -2.066877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168739 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -20668774.000000 Penalty: 5980.995605
	Iteration 125Q: 3 clusters Score -2.066877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -20668778.000000 Penalty: 5980.995605
	Iteration 126Q: 3 clusters Score -2.066878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -20668786.000000 Penalty: 5980.995605
	Iteration 127Q: 3 clusters Score -2.066879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -20668784.000000 Penalty: 5980.995605
	Iteration 128Q: 3 clusters Score -2.066878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -20668782.000000 Penalty: 5980.995605
	Iteration 129Q: 3 clusters Score -2.066878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -20668776.000000 Penalty: 5980.995605
	Iteration 130Q: 3 clusters Score -2.066878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -20668774.000000 Penalty: 5980.995605
	Iteration 131Q: 3 clusters Score -2.066877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -20668782.000000 Penalty: 5980.995605
	Iteration 132Q: 3 clusters Score -2.066878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168777 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20668760.000000 Penalty: 5980.995605
	Iteration 133Q: 3 clusters Score -2.066876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168777 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20668760.000000 Penalty: 5980.995605
	Iteration 134F: 3 clusters Score -2.066876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Entering Unmasked Estep 
Score: -3019773.500000 Penalty: 2526.723877
	Iteration 0F: 2 clusters Score -3019774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3001475.500000 Penalty: 5053.447754
	Iteration 0F: 3 clusters Score -3001476 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3008039.000000 Penalty: 5053.447754
	Iteration 1F: 3 clusters Score -3008039 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3008842.750000 Penalty: 5053.447754
	Iteration 2F: 3 clusters Score -3008843 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3009875.000000 Penalty: 5053.447754
	Iteration 3F: 3 clusters Score -3009875 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3011135.500000 Penalty: 5053.447754
	Iteration 4F: 3 clusters Score -3011136 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3012445.750000 Penalty: 5053.447754
	Iteration 5F: 3 clusters Score -3012446 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3013590.000000 Penalty: 5053.447754
	Iteration 6F: 3 clusters Score -3013590 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3014811.750000 Penalty: 5053.447754
	Iteration 7F: 3 clusters Score -3014812 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3015991.750000 Penalty: 5053.447754
	Iteration 8F: 3 clusters Score -3015992 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -3016915.750000 Penalty: 5053.447754
	Iteration 9Q: 3 clusters Score -3016916 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3017527.250000 Penalty: 5053.447754
	Iteration 10Q: 3 clusters Score -3017527 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3017931.500000 Penalty: 5053.447754
	Iteration 11Q: 3 clusters Score -3017932 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3018266.750000 Penalty: 5053.447754
	Iteration 12Q: 3 clusters Score -3018267 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3018560.000000 Penalty: 5053.447754
	Iteration 13Q: 3 clusters Score -3018560 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3018834.250000 Penalty: 5053.447754
	Iteration 14Q: 3 clusters Score -3018834 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3019085.500000 Penalty: 5053.447754
	Iteration 15Q: 3 clusters Score -3019086 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3019309.500000 Penalty: 5053.447754
	Iteration 16Q: 3 clusters Score -3019310 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3019536.750000 Penalty: 5053.447754
	Iteration 17Q: 3 clusters Score -3019537 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3019791.250000 Penalty: 5053.447754
	Iteration 18Q: 3 clusters Score -3019791 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3020055.000000 Penalty: 5053.447754
	Iteration 19Q: 3 clusters Score -3020055 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3020256.000000 Penalty: 5053.447754
	Iteration 20F: 3 clusters Score -3020256 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3020351.750000 Penalty: 5053.447754
	Iteration 21Q: 3 clusters Score -3020352 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3020422.750000 Penalty: 5053.447754
	Iteration 22Q: 3 clusters Score -3020423 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3020474.250000 Penalty: 5053.447754
	Iteration 23Q: 3 clusters Score -3020474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3020507.250000 Penalty: 5053.447754
	Iteration 24Q: 3 clusters Score -3020507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3020513.250000 Penalty: 5053.447754
	Iteration 25Q: 3 clusters Score -3020513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3020534.000000 Penalty: 5053.447754
	Iteration 26Q: 3 clusters Score -3020534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3020539.500000 Penalty: 5053.447754
	Iteration 27Q: 3 clusters Score -3020540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3020547.250000 Penalty: 5053.447754
	Iteration 28Q: 3 clusters Score -3020547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3020551.750000 Penalty: 5053.447754
	Iteration 29Q: 3 clusters Score -3020552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3020549.250000 Penalty: 5053.447754
	Iteration 30Q: 3 clusters Score -3020549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3020555.000000 Penalty: 5053.447754
	Iteration 31Q: 3 clusters Score -3020555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3020555.500000 Penalty: 5053.447754
	Iteration 32Q: 3 clusters Score -3020556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3020557.000000 Penalty: 5053.447754
	Iteration 33Q: 3 clusters Score -3020557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3020558.500000 Penalty: 5053.447754
	Iteration 34Q: 3 clusters Score -3020558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3020562.000000 Penalty: 5053.447754
	Iteration 35Q: 3 clusters Score -3020562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3020559.250000 Penalty: 5053.447754
	Iteration 36Q: 3 clusters Score -3020559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3020554.500000 Penalty: 5053.447754
	Iteration 37Q: 3 clusters Score -3020554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3020552.750000 Penalty: 5053.447754
	Iteration 38Q: 3 clusters Score -3020553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3020555.500000 Penalty: 5053.447754
	Iteration 39Q: 3 clusters Score -3020556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3020554.500000 Penalty: 5053.447754
	Iteration 40F: 3 clusters Score -3020554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3020556.250000 Penalty: 5053.447754
	Iteration 41Q: 3 clusters Score -3020556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3020556.250000 Penalty: 5053.447754
	Iteration 42F: 3 clusters Score -3020556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167708 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39616 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 165986 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113520 members 
Mstep: Class 12 contains 258878 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 18671 members 
Mstep: Class 24 contains 10161 members 
Mstep: Class 25 contains 47453 members 
Mstep: Class 26 contains 8251 members 
Mstep: Class 27 contains 73171 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15612 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12889 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 7922 members 
Entering Unmasked Estep 
Score: -205568928.000000 Penalty: 132088.375000
Splitting cluster 23 changes total score from -205570176.000000 to -205568928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Entering Unmasked Estep 
Score: -1110785.375000 Penalty: 2288.125244
	Iteration 0F: 2 clusters Score -1110785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1103131.375000 Penalty: 4576.250488
	Iteration 0F: 3 clusters Score -1103131 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1105438.500000 Penalty: 4576.250488
	Iteration 1F: 3 clusters Score -1105438 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1105851.375000 Penalty: 4576.250488
	Iteration 2F: 3 clusters Score -1105851 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1106161.500000 Penalty: 4576.250488
	Iteration 3F: 3 clusters Score -1106162 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1106442.000000 Penalty: 4576.250488
	Iteration 4F: 3 clusters Score -1106442 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1106683.375000 Penalty: 4576.250488
	Iteration 5Q: 3 clusters Score -1106683 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1106943.750000 Penalty: 4576.250488
	Iteration 6Q: 3 clusters Score -1106944 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1107186.250000 Penalty: 4576.250488
	Iteration 7Q: 3 clusters Score -1107186 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1107385.875000 Penalty: 4576.250488
	Iteration 8Q: 3 clusters Score -1107386 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1107577.250000 Penalty: 4576.250488
	Iteration 9Q: 3 clusters Score -1107577 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1107776.250000 Penalty: 4576.250488
	Iteration 10Q: 3 clusters Score -1107776 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1107953.375000 Penalty: 4576.250488
	Iteration 11Q: 3 clusters Score -1107953 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1108113.375000 Penalty: 4576.250488
	Iteration 12Q: 3 clusters Score -1108113 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1108268.375000 Penalty: 4576.250488
	Iteration 13Q: 3 clusters Score -1108268 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1108398.500000 Penalty: 4576.250488
	Iteration 14Q: 3 clusters Score -1108398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1108508.125000 Penalty: 4576.250488
	Iteration 15Q: 3 clusters Score -1108508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1108588.875000 Penalty: 4576.250488
	Iteration 16Q: 3 clusters Score -1108589 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1108644.750000 Penalty: 4576.250488
	Iteration 17Q: 3 clusters Score -1108645 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1108711.375000 Penalty: 4576.250488
	Iteration 18Q: 3 clusters Score -1108711 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1108767.500000 Penalty: 4576.250488
	Iteration 19Q: 3 clusters Score -1108768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1108825.000000 Penalty: 4576.250488
	Iteration 20F: 3 clusters Score -1108825 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1108872.750000 Penalty: 4576.250488
	Iteration 21Q: 3 clusters Score -1108873 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1108909.000000 Penalty: 4576.250488
	Iteration 22Q: 3 clusters Score -1108909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1108938.375000 Penalty: 4576.250488
	Iteration 23Q: 3 clusters Score -1108938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1108956.625000 Penalty: 4576.250488
	Iteration 24Q: 3 clusters Score -1108957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1108970.125000 Penalty: 4576.250488
	Iteration 25Q: 3 clusters Score -1108970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1108988.750000 Penalty: 4576.250488
	Iteration 26Q: 3 clusters Score -1108989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1109002.250000 Penalty: 4576.250488
	Iteration 27Q: 3 clusters Score -1109002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1109011.500000 Penalty: 4576.250488
	Iteration 28Q: 3 clusters Score -1109012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1109020.250000 Penalty: 4576.250488
	Iteration 29Q: 3 clusters Score -1109020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1109024.000000 Penalty: 4576.250488
	Iteration 30Q: 3 clusters Score -1109024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1109033.250000 Penalty: 4576.250488
	Iteration 31Q: 3 clusters Score -1109033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1109040.375000 Penalty: 4576.250488
	Iteration 32Q: 3 clusters Score -1109040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1109046.125000 Penalty: 4576.250488
	Iteration 33Q: 3 clusters Score -1109046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1109049.125000 Penalty: 4576.250488
	Iteration 34Q: 3 clusters Score -1109049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1109053.000000 Penalty: 4576.250488
	Iteration 35Q: 3 clusters Score -1109053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1109057.750000 Penalty: 4576.250488
	Iteration 36Q: 3 clusters Score -1109058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1109061.375000 Penalty: 4576.250488
	Iteration 37Q: 3 clusters Score -1109061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1109063.375000 Penalty: 4576.250488
	Iteration 38Q: 3 clusters Score -1109063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1109063.250000 Penalty: 4576.250488
	Iteration 39Q: 3 clusters Score -1109063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1109063.625000 Penalty: 4576.250488
	Iteration 40F: 3 clusters Score -1109064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Entering Unmasked Estep 
Score: -5598282.000000 Penalty: 2670.338867
	Iteration 0F: 2 clusters Score -5598282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -5566156.000000 Penalty: 5340.677734
	Iteration 0F: 3 clusters Score -5566156 nChanged 21884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -5578382.000000 Penalty: 5340.677734
	Iteration 1F: 3 clusters Score -5578382 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5578977.000000 Penalty: 5340.677734
	Iteration 2Q: 3 clusters Score -5578977 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -5579710.000000 Penalty: 5340.677734
	Iteration 3Q: 3 clusters Score -5579710 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5580640.000000 Penalty: 5340.677734
	Iteration 4Q: 3 clusters Score -5580640 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -5581924.500000 Penalty: 5340.677734
	Iteration 5F: 3 clusters Score -5581924 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5583766.000000 Penalty: 5340.677734
	Iteration 6F: 3 clusters Score -5583766 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5586347.000000 Penalty: 5340.677734
	Iteration 7F: 3 clusters Score -5586347 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5589778.500000 Penalty: 5340.677734
	Iteration 8F: 3 clusters Score -5589778 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5593008.000000 Penalty: 5340.677734
	Iteration 9F: 3 clusters Score -5593008 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5594899.000000 Penalty: 5340.677734
	Iteration 10Q: 3 clusters Score -5594899 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -5595640.500000 Penalty: 5340.677734
	Iteration 11Q: 3 clusters Score -5595640 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -5595889.000000 Penalty: 5340.677734
	Iteration 12Q: 3 clusters Score -5595889 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5596046.000000 Penalty: 5340.677734
	Iteration 13Q: 3 clusters Score -5596046 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5596153.500000 Penalty: 5340.677734
	Iteration 14Q: 3 clusters Score -5596154 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5596218.000000 Penalty: 5340.677734
	Iteration 15Q: 3 clusters Score -5596218 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -5596251.500000 Penalty: 5340.677734
	Iteration 16Q: 3 clusters Score -5596252 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -5596279.500000 Penalty: 5340.677734
	Iteration 17Q: 3 clusters Score -5596280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -5596276.000000 Penalty: 5340.677734
	Iteration 18Q: 3 clusters Score -5596276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -5596294.500000 Penalty: 5340.677734
	Iteration 19Q: 3 clusters Score -5596294 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5596309.000000 Penalty: 5340.677734
	Iteration 20F: 3 clusters Score -5596309 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -5596325.000000 Penalty: 5340.677734
	Iteration 21Q: 3 clusters Score -5596325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -5596319.500000 Penalty: 5340.677734
	Iteration 22Q: 3 clusters Score -5596320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -5596333.000000 Penalty: 5340.677734
	Iteration 23Q: 3 clusters Score -5596333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5596339.000000 Penalty: 5340.677734
	Iteration 24Q: 3 clusters Score -5596339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5596339.000000 Penalty: 5340.677734
	Iteration 25Q: 3 clusters Score -5596339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5596346.000000 Penalty: 5340.677734
	Iteration 26Q: 3 clusters Score -5596346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5596345.500000 Penalty: 5340.677734
	Iteration 27Q: 3 clusters Score -5596346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -5596346.000000 Penalty: 5340.677734
	Iteration 28Q: 3 clusters Score -5596346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -5596346.500000 Penalty: 5340.677734
	Iteration 29Q: 3 clusters Score -5596346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5596359.500000 Penalty: 5340.677734
	Iteration 30Q: 3 clusters Score -5596360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -5596350.500000 Penalty: 5340.677734
	Iteration 31Q: 3 clusters Score -5596350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -5596355.500000 Penalty: 5340.677734
	Iteration 32Q: 3 clusters Score -5596356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5596366.500000 Penalty: 5340.677734
	Iteration 33Q: 3 clusters Score -5596366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -5596369.500000 Penalty: 5340.677734
	Iteration 34Q: 3 clusters Score -5596370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -5596378.000000 Penalty: 5340.677734
	Iteration 35Q: 3 clusters Score -5596378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -5596378.500000 Penalty: 5340.677734
	Iteration 36Q: 3 clusters Score -5596378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -5596383.000000 Penalty: 5340.677734
	Iteration 37Q: 3 clusters Score -5596383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5596378.000000 Penalty: 5340.677734
	Iteration 38Q: 3 clusters Score -5596378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5596368.000000 Penalty: 5340.677734
	Iteration 39Q: 3 clusters Score -5596368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -5596373.500000 Penalty: 5340.677734
	Iteration 40F: 3 clusters Score -5596374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5596372.000000 Penalty: 5340.677734
	Iteration 41Q: 3 clusters Score -5596372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5596380.500000 Penalty: 5340.677734
	Iteration 42Q: 3 clusters Score -5596380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5596385.000000 Penalty: 5340.677734
	Iteration 43Q: 3 clusters Score -5596385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5596390.500000 Penalty: 5340.677734
	Iteration 44Q: 3 clusters Score -5596390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5596402.000000 Penalty: 5340.677734
	Iteration 45Q: 3 clusters Score -5596402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5596410.500000 Penalty: 5340.677734
	Iteration 46Q: 3 clusters Score -5596410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5596411.500000 Penalty: 5340.677734
	Iteration 47Q: 3 clusters Score -5596412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5596411.000000 Penalty: 5340.677734
	Iteration 48Q: 3 clusters Score -5596411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -5596418.000000 Penalty: 5340.677734
	Iteration 49Q: 3 clusters Score -5596418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5596413.500000 Penalty: 5340.677734
	Iteration 50Q: 3 clusters Score -5596414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5596419.000000 Penalty: 5340.677734
	Iteration 51Q: 3 clusters Score -5596419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -5596416.500000 Penalty: 5340.677734
	Iteration 52Q: 3 clusters Score -5596416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5596421.000000 Penalty: 5340.677734
	Iteration 53Q: 3 clusters Score -5596421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5596410.500000 Penalty: 5340.677734
	Iteration 54Q: 3 clusters Score -5596410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5596405.500000 Penalty: 5340.677734
	Iteration 55Q: 3 clusters Score -5596406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -5596406.500000 Penalty: 5340.677734
	Iteration 56Q: 3 clusters Score -5596406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -5596406.000000 Penalty: 5340.677734
	Iteration 57Q: 3 clusters Score -5596406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5596414.000000 Penalty: 5340.677734
	Iteration 58Q: 3 clusters Score -5596414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5596419.000000 Penalty: 5340.677734
	Iteration 59Q: 3 clusters Score -5596419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5596421.000000 Penalty: 5340.677734
	Iteration 60F: 3 clusters Score -5596421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5596423.000000 Penalty: 5340.677734
	Iteration 61Q: 3 clusters Score -5596423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5596423.000000 Penalty: 5340.677734
	Iteration 62Q: 3 clusters Score -5596423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -5596423.000000 Penalty: 5340.677734
	Iteration 63Q: 3 clusters Score -5596423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5596427.000000 Penalty: 5340.677734
	Iteration 64Q: 3 clusters Score -5596427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5596442.000000 Penalty: 5340.677734
	Iteration 65Q: 3 clusters Score -5596442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5596442.500000 Penalty: 5340.677734
	Iteration 66Q: 3 clusters Score -5596442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5596441.500000 Penalty: 5340.677734
	Iteration 67Q: 3 clusters Score -5596442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5596442.500000 Penalty: 5340.677734
	Iteration 68Q: 3 clusters Score -5596442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5596457.500000 Penalty: 5340.677734
	Iteration 69Q: 3 clusters Score -5596458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5596458.000000 Penalty: 5340.677734
	Iteration 70Q: 3 clusters Score -5596458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5596452.500000 Penalty: 5340.677734
	Iteration 71Q: 3 clusters Score -5596452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -5596447.000000 Penalty: 5340.677734
	Iteration 72Q: 3 clusters Score -5596447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5596466.500000 Penalty: 5340.677734
	Iteration 73Q: 3 clusters Score -5596466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5596478.500000 Penalty: 5340.677734
	Iteration 74Q: 3 clusters Score -5596478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -5596479.500000 Penalty: 5340.677734
	Iteration 75Q: 3 clusters Score -5596480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5596490.500000 Penalty: 5340.677734
	Iteration 76Q: 3 clusters Score -5596490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5596507.500000 Penalty: 5340.677734
	Iteration 77Q: 3 clusters Score -5596508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5596513.500000 Penalty: 5340.677734
	Iteration 78Q: 3 clusters Score -5596514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5596501.000000 Penalty: 5340.677734
	Iteration 79Q: 3 clusters Score -5596501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5596503.000000 Penalty: 5340.677734
	Iteration 80F: 3 clusters Score -5596503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5596511.500000 Penalty: 5340.677734
	Iteration 81Q: 3 clusters Score -5596512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5596518.500000 Penalty: 5340.677734
	Iteration 82Q: 3 clusters Score -5596518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5596513.500000 Penalty: 5340.677734
	Iteration 83Q: 3 clusters Score -5596514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5596527.500000 Penalty: 5340.677734
	Iteration 84Q: 3 clusters Score -5596528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5596524.000000 Penalty: 5340.677734
	Iteration 85Q: 3 clusters Score -5596524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5596532.000000 Penalty: 5340.677734
	Iteration 86Q: 3 clusters Score -5596532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -5596531.500000 Penalty: 5340.677734
	Iteration 87Q: 3 clusters Score -5596532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5596528.000000 Penalty: 5340.677734
	Iteration 88Q: 3 clusters Score -5596528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5596530.500000 Penalty: 5340.677734
	Iteration 89Q: 3 clusters Score -5596530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5596529.500000 Penalty: 5340.677734
	Iteration 90Q: 3 clusters Score -5596530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5596538.500000 Penalty: 5340.677734
	Iteration 91Q: 3 clusters Score -5596538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5596536.500000 Penalty: 5340.677734
	Iteration 92Q: 3 clusters Score -5596536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5596542.000000 Penalty: 5340.677734
	Iteration 93Q: 3 clusters Score -5596542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -5596551.000000 Penalty: 5340.677734
	Iteration 94Q: 3 clusters Score -5596551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -5596557.500000 Penalty: 5340.677734
	Iteration 95Q: 3 clusters Score -5596558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5596546.000000 Penalty: 5340.677734
	Iteration 96Q: 3 clusters Score -5596546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -5596542.500000 Penalty: 5340.677734
	Iteration 97Q: 3 clusters Score -5596542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5596552.500000 Penalty: 5340.677734
	Iteration 98Q: 3 clusters Score -5596552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5596552.500000 Penalty: 5340.677734
	Iteration 99Q: 3 clusters Score -5596552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5596552.000000 Penalty: 5340.677734
	Iteration 100F: 3 clusters Score -5596552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5596554.000000 Penalty: 5340.677734
	Iteration 101Q: 3 clusters Score -5596554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5596548.000000 Penalty: 5340.677734
	Iteration 102Q: 3 clusters Score -5596548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5596549.500000 Penalty: 5340.677734
	Iteration 103Q: 3 clusters Score -5596550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5596551.000000 Penalty: 5340.677734
	Iteration 104Q: 3 clusters Score -5596551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5596552.500000 Penalty: 5340.677734
	Iteration 105Q: 3 clusters Score -5596552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -5596552.500000 Penalty: 5340.677734
	Iteration 106Q: 3 clusters Score -5596552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -5596548.500000 Penalty: 5340.677734
	Iteration 107Q: 3 clusters Score -5596548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -5596563.500000 Penalty: 5340.677734
	Iteration 108Q: 3 clusters Score -5596564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5596561.000000 Penalty: 5340.677734
	Iteration 109Q: 3 clusters Score -5596561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -5596560.500000 Penalty: 5340.677734
	Iteration 110Q: 3 clusters Score -5596560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5596565.500000 Penalty: 5340.677734
	Iteration 111Q: 3 clusters Score -5596566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5596569.500000 Penalty: 5340.677734
	Iteration 112Q: 3 clusters Score -5596570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5596571.500000 Penalty: 5340.677734
	Iteration 113Q: 3 clusters Score -5596572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5596580.000000 Penalty: 5340.677734
	Iteration 114Q: 3 clusters Score -5596580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -5596577.000000 Penalty: 5340.677734
	Iteration 115Q: 3 clusters Score -5596577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -5596576.000000 Penalty: 5340.677734
	Iteration 116Q: 3 clusters Score -5596576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5596577.000000 Penalty: 5340.677734
	Iteration 117Q: 3 clusters Score -5596577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5596571.500000 Penalty: 5340.677734
	Iteration 118Q: 3 clusters Score -5596572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5596576.000000 Penalty: 5340.677734
	Iteration 119Q: 3 clusters Score -5596576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5596571.500000 Penalty: 5340.677734
	Iteration 120F: 3 clusters Score -5596572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -5596570.000000 Penalty: 5340.677734
	Iteration 121Q: 3 clusters Score -5596570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -5596580.000000 Penalty: 5340.677734
	Iteration 122Q: 3 clusters Score -5596580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -5596589.000000 Penalty: 5340.677734
	Iteration 123Q: 3 clusters Score -5596589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5596593.500000 Penalty: 5340.677734
	Iteration 124Q: 3 clusters Score -5596594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5596596.000000 Penalty: 5340.677734
	Iteration 125Q: 3 clusters Score -5596596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5596595.000000 Penalty: 5340.677734
	Iteration 126Q: 3 clusters Score -5596595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5596592.000000 Penalty: 5340.677734
	Iteration 127Q: 3 clusters Score -5596592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -5596590.500000 Penalty: 5340.677734
	Iteration 128Q: 3 clusters Score -5596590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -5596589.500000 Penalty: 5340.677734
	Iteration 129Q: 3 clusters Score -5596590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5596591.500000 Penalty: 5340.677734
	Iteration 130Q: 3 clusters Score -5596592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5596594.000000 Penalty: 5340.677734
	Iteration 131Q: 3 clusters Score -5596594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -5596594.000000 Penalty: 5340.677734
	Iteration 132Q: 3 clusters Score -5596594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -5596594.000000 Penalty: 5340.677734
	Iteration 133F: 3 clusters Score -5596594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Entering Unmasked Estep 
Score: -943149.625000 Penalty: 2236.486084
	Iteration 0F: 2 clusters Score -943149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -936616.000000 Penalty: 4472.972168
	Iteration 0F: 3 clusters Score -936616 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -938390.750000 Penalty: 4472.972168
	Iteration 1F: 3 clusters Score -938390.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -938638.187500 Penalty: 4472.972168
	Iteration 2F: 3 clusters Score -938638.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -938830.250000 Penalty: 4472.972168
	Iteration 3Q: 3 clusters Score -938830.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -938978.937500 Penalty: 4472.972168
	Iteration 4Q: 3 clusters Score -938978.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -939123.375000 Penalty: 4472.972168
	Iteration 5Q: 3 clusters Score -939123.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -939264.000000 Penalty: 4472.972168
	Iteration 6Q: 3 clusters Score -939264 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -939398.812500 Penalty: 4472.972168
	Iteration 7Q: 3 clusters Score -939398.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -939517.187500 Penalty: 4472.972168
	Iteration 8Q: 3 clusters Score -939517.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -939641.812500 Penalty: 4472.972168
	Iteration 9Q: 3 clusters Score -939641.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -939780.625000 Penalty: 4472.972168
	Iteration 10Q: 3 clusters Score -939780.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -939914.812500 Penalty: 4472.972168
	Iteration 11Q: 3 clusters Score -939914.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -940051.062500 Penalty: 4472.972168
	Iteration 12Q: 3 clusters Score -940051.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -940197.062500 Penalty: 4472.972168
	Iteration 13Q: 3 clusters Score -940197.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -940336.312500 Penalty: 4472.972168
	Iteration 14Q: 3 clusters Score -940336.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -940467.187500 Penalty: 4472.972168
	Iteration 15Q: 3 clusters Score -940467.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -940611.937500 Penalty: 4472.972168
	Iteration 16Q: 3 clusters Score -940611.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -940745.750000 Penalty: 4472.972168
	Iteration 17Q: 3 clusters Score -940745.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -940880.312500 Penalty: 4472.972168
	Iteration 18Q: 3 clusters Score -940880.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -940997.812500 Penalty: 4472.972168
	Iteration 19Q: 3 clusters Score -940997.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -941085.000000 Penalty: 4472.972168
	Iteration 20F: 3 clusters Score -941085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -941144.875000 Penalty: 4472.972168
	Iteration 21Q: 3 clusters Score -941144.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -941193.437500 Penalty: 4472.972168
	Iteration 22Q: 3 clusters Score -941193.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -941230.937500 Penalty: 4472.972168
	Iteration 23Q: 3 clusters Score -941230.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -941254.000000 Penalty: 4472.972168
	Iteration 24Q: 3 clusters Score -941254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -941273.437500 Penalty: 4472.972168
	Iteration 25Q: 3 clusters Score -941273.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -941298.000000 Penalty: 4472.972168
	Iteration 26Q: 3 clusters Score -941298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -941316.312500 Penalty: 4472.972168
	Iteration 27Q: 3 clusters Score -941316.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -941327.687500 Penalty: 4472.972168
	Iteration 28Q: 3 clusters Score -941327.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -941343.062500 Penalty: 4472.972168
	Iteration 29Q: 3 clusters Score -941343.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -941357.875000 Penalty: 4472.972168
	Iteration 30Q: 3 clusters Score -941357.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -941370.687500 Penalty: 4472.972168
	Iteration 31Q: 3 clusters Score -941370.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -941388.187500 Penalty: 4472.972168
	Iteration 32Q: 3 clusters Score -941388.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -941399.000000 Penalty: 4472.972168
	Iteration 33Q: 3 clusters Score -941399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -941406.750000 Penalty: 4472.972168
	Iteration 34Q: 3 clusters Score -941406.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -941414.687500 Penalty: 4472.972168
	Iteration 35Q: 3 clusters Score -941414.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -941421.562500 Penalty: 4472.972168
	Iteration 36Q: 3 clusters Score -941421.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -941430.875000 Penalty: 4472.972168
	Iteration 37Q: 3 clusters Score -941430.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -941440.812500 Penalty: 4472.972168
	Iteration 38Q: 3 clusters Score -941440.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -941446.312500 Penalty: 4472.972168
	Iteration 39Q: 3 clusters Score -941446.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -941452.125000 Penalty: 4472.972168
	Iteration 40F: 3 clusters Score -941452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -941455.625000 Penalty: 4472.972168
	Iteration 41Q: 3 clusters Score -941455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -941457.562500 Penalty: 4472.972168
	Iteration 42Q: 3 clusters Score -941457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -941458.500000 Penalty: 4472.972168
	Iteration 43Q: 3 clusters Score -941458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -941459.562500 Penalty: 4472.972168
	Iteration 44Q: 3 clusters Score -941459.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -941459.562500 Penalty: 4472.972168
	Iteration 45F: 3 clusters Score -941459.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Entering Unmasked Estep 
Score: -8768603.000000 Penalty: 2777.737549
	Iteration 0F: 2 clusters Score -8768603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -8719692.000000 Penalty: 5555.475098
	Iteration 0F: 3 clusters Score -8719692 nChanged 34282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -8738968.000000 Penalty: 5555.475098
	Iteration 1F: 3 clusters Score -8738968 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -8739742.000000 Penalty: 5555.475098
	Iteration 2Q: 3 clusters Score -8739742 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8740530.000000 Penalty: 5555.475098
	Iteration 3Q: 3 clusters Score -8740530 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -8741346.000000 Penalty: 5555.475098
	Iteration 4Q: 3 clusters Score -8741346 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -8742252.000000 Penalty: 5555.475098
	Iteration 5Q: 3 clusters Score -8742252 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -8743342.000000 Penalty: 5555.475098
	Iteration 6Q: 3 clusters Score -8743342 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -8744765.000000 Penalty: 5555.475098
	Iteration 7Q: 3 clusters Score -8744765 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8746870.000000 Penalty: 5555.475098
	Iteration 8F: 3 clusters Score -8746870 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -8749560.000000 Penalty: 5555.475098
	Iteration 9F: 3 clusters Score -8749560 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -8752925.000000 Penalty: 5555.475098
	Iteration 10F: 3 clusters Score -8752925 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -8756665.000000 Penalty: 5555.475098
	Iteration 11F: 3 clusters Score -8756665 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -8759776.000000 Penalty: 5555.475098
	Iteration 12Q: 3 clusters Score -8759776 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -8762089.000000 Penalty: 5555.475098
	Iteration 13Q: 3 clusters Score -8762089 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -8763578.000000 Penalty: 5555.475098
	Iteration 14Q: 3 clusters Score -8763578 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -8764454.000000 Penalty: 5555.475098
	Iteration 15Q: 3 clusters Score -8764454 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -8765012.000000 Penalty: 5555.475098
	Iteration 16Q: 3 clusters Score -8765012 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -8765294.000000 Penalty: 5555.475098
	Iteration 17Q: 3 clusters Score -8765294 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -8765474.000000 Penalty: 5555.475098
	Iteration 18Q: 3 clusters Score -8765474 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -8765634.000000 Penalty: 5555.475098
	Iteration 19Q: 3 clusters Score -8765634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -8765782.000000 Penalty: 5555.475098
	Iteration 20F: 3 clusters Score -8765782 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -8765890.000000 Penalty: 5555.475098
	Iteration 21Q: 3 clusters Score -8765890 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -8765979.000000 Penalty: 5555.475098
	Iteration 22Q: 3 clusters Score -8765979 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -8766032.000000 Penalty: 5555.475098
	Iteration 23Q: 3 clusters Score -8766032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -8766052.000000 Penalty: 5555.475098
	Iteration 24Q: 3 clusters Score -8766052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -8766111.000000 Penalty: 5555.475098
	Iteration 25Q: 3 clusters Score -8766111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -8766154.000000 Penalty: 5555.475098
	Iteration 26Q: 3 clusters Score -8766154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -8766195.000000 Penalty: 5555.475098
	Iteration 27Q: 3 clusters Score -8766195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -8766219.000000 Penalty: 5555.475098
	Iteration 28Q: 3 clusters Score -8766219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -8766244.000000 Penalty: 5555.475098
	Iteration 29Q: 3 clusters Score -8766244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -8766261.000000 Penalty: 5555.475098
	Iteration 30Q: 3 clusters Score -8766261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -8766264.000000 Penalty: 5555.475098
	Iteration 31Q: 3 clusters Score -8766264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -8766295.000000 Penalty: 5555.475098
	Iteration 32Q: 3 clusters Score -8766295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -8766299.000000 Penalty: 5555.475098
	Iteration 33Q: 3 clusters Score -8766299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -8766304.000000 Penalty: 5555.475098
	Iteration 34Q: 3 clusters Score -8766304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -8766317.000000 Penalty: 5555.475098
	Iteration 35Q: 3 clusters Score -8766317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -8766325.000000 Penalty: 5555.475098
	Iteration 36Q: 3 clusters Score -8766325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -8766329.000000 Penalty: 5555.475098
	Iteration 37Q: 3 clusters Score -8766329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -8766333.000000 Penalty: 5555.475098
	Iteration 38Q: 3 clusters Score -8766333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -8766334.000000 Penalty: 5555.475098
	Iteration 39Q: 3 clusters Score -8766334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -8766329.000000 Penalty: 5555.475098
	Iteration 40F: 3 clusters Score -8766329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -8766327.000000 Penalty: 5555.475098
	Iteration 41Q: 3 clusters Score -8766327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -8766336.000000 Penalty: 5555.475098
	Iteration 42Q: 3 clusters Score -8766336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -8766345.000000 Penalty: 5555.475098
	Iteration 43Q: 3 clusters Score -8766345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -8766342.000000 Penalty: 5555.475098
	Iteration 44Q: 3 clusters Score -8766342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -8766349.000000 Penalty: 5555.475098
	Iteration 45Q: 3 clusters Score -8766349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -8766335.000000 Penalty: 5555.475098
	Iteration 46Q: 3 clusters Score -8766335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -8766341.000000 Penalty: 5555.475098
	Iteration 47Q: 3 clusters Score -8766341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -8766351.000000 Penalty: 5555.475098
	Iteration 48Q: 3 clusters Score -8766351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -8766357.000000 Penalty: 5555.475098
	Iteration 49Q: 3 clusters Score -8766357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -8766369.000000 Penalty: 5555.475098
	Iteration 50Q: 3 clusters Score -8766369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -8766370.000000 Penalty: 5555.475098
	Iteration 51Q: 3 clusters Score -8766370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -8766361.000000 Penalty: 5555.475098
	Iteration 52Q: 3 clusters Score -8766361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -8766369.000000 Penalty: 5555.475098
	Iteration 53Q: 3 clusters Score -8766369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -8766378.000000 Penalty: 5555.475098
	Iteration 54Q: 3 clusters Score -8766378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -8766374.000000 Penalty: 5555.475098
	Iteration 55Q: 3 clusters Score -8766374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -8766361.000000 Penalty: 5555.475098
	Iteration 56Q: 3 clusters Score -8766361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -8766354.000000 Penalty: 5555.475098
	Iteration 57Q: 3 clusters Score -8766354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -8766356.000000 Penalty: 5555.475098
	Iteration 58Q: 3 clusters Score -8766356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -8766359.000000 Penalty: 5555.475098
	Iteration 59Q: 3 clusters Score -8766359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -8766359.000000 Penalty: 5555.475098
	Iteration 60F: 3 clusters Score -8766359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -529928.000000 Penalty: 2103.685303
	Iteration 0F: 2 clusters Score -529928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -525564.812500 Penalty: 4207.370605
	Iteration 0F: 3 clusters Score -525564.8 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -526679.187500 Penalty: 4207.370605
	Iteration 1F: 3 clusters Score -526679.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -526922.500000 Penalty: 4207.370605
	Iteration 2F: 3 clusters Score -526922.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -527054.187500 Penalty: 4207.370605
	Iteration 3Q: 3 clusters Score -527054.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -527154.187500 Penalty: 4207.370605
	Iteration 4Q: 3 clusters Score -527154.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -527231.375000 Penalty: 4207.370605
	Iteration 5Q: 3 clusters Score -527231.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -527310.250000 Penalty: 4207.370605
	Iteration 6Q: 3 clusters Score -527310.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -527369.375000 Penalty: 4207.370605
	Iteration 7Q: 3 clusters Score -527369.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -527418.500000 Penalty: 4207.370605
	Iteration 8Q: 3 clusters Score -527418.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -527473.250000 Penalty: 4207.370605
	Iteration 9Q: 3 clusters Score -527473.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -527511.687500 Penalty: 4207.370605
	Iteration 10Q: 3 clusters Score -527511.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -527540.437500 Penalty: 4207.370605
	Iteration 11Q: 3 clusters Score -527540.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -527572.937500 Penalty: 4207.370605
	Iteration 12Q: 3 clusters Score -527572.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -527601.625000 Penalty: 4207.370605
	Iteration 13Q: 3 clusters Score -527601.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -527633.812500 Penalty: 4207.370605
	Iteration 14Q: 3 clusters Score -527633.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -527671.875000 Penalty: 4207.370605
	Iteration 15Q: 3 clusters Score -527671.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -527724.437500 Penalty: 4207.370605
	Iteration 16Q: 3 clusters Score -527724.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -527771.250000 Penalty: 4207.370605
	Iteration 17Q: 3 clusters Score -527771.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -527807.125000 Penalty: 4207.370605
	Iteration 18Q: 3 clusters Score -527807.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -527847.937500 Penalty: 4207.370605
	Iteration 19Q: 3 clusters Score -527847.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -527901.312500 Penalty: 4207.370605
	Iteration 20F: 3 clusters Score -527901.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -527965.875000 Penalty: 4207.370605
	Iteration 21Q: 3 clusters Score -527965.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -528021.250000 Penalty: 4207.370605
	Iteration 22Q: 3 clusters Score -528021.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -528072.625000 Penalty: 4207.370605
	Iteration 23Q: 3 clusters Score -528072.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -528112.687500 Penalty: 4207.370605
	Iteration 24Q: 3 clusters Score -528112.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -528137.187500 Penalty: 4207.370605
	Iteration 25Q: 3 clusters Score -528137.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -528161.875000 Penalty: 4207.370605
	Iteration 26Q: 3 clusters Score -528161.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -528187.625000 Penalty: 4207.370605
	Iteration 27Q: 3 clusters Score -528187.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -528206.875000 Penalty: 4207.370605
	Iteration 28Q: 3 clusters Score -528206.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -528227.500000 Penalty: 4207.370605
	Iteration 29Q: 3 clusters Score -528227.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -528241.062500 Penalty: 4207.370605
	Iteration 30Q: 3 clusters Score -528241.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -528253.062500 Penalty: 4207.370605
	Iteration 31Q: 3 clusters Score -528253.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -528269.875000 Penalty: 4207.370605
	Iteration 32Q: 3 clusters Score -528269.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -528286.312500 Penalty: 4207.370605
	Iteration 33Q: 3 clusters Score -528286.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -528299.750000 Penalty: 4207.370605
	Iteration 34Q: 3 clusters Score -528299.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -528313.875000 Penalty: 4207.370605
	Iteration 35Q: 3 clusters Score -528313.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -528320.875000 Penalty: 4207.370605
	Iteration 36Q: 3 clusters Score -528320.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -528330.125000 Penalty: 4207.370605
	Iteration 37Q: 3 clusters Score -528330.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -528340.500000 Penalty: 4207.370605
	Iteration 38Q: 3 clusters Score -528340.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -528349.500000 Penalty: 4207.370605
	Iteration 39Q: 3 clusters Score -528349.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -528359.375000 Penalty: 4207.370605
	Iteration 40F: 3 clusters Score -528359.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -528366.687500 Penalty: 4207.370605
	Iteration 41Q: 3 clusters Score -528366.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -528374.625000 Penalty: 4207.370605
	Iteration 42Q: 3 clusters Score -528374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -528378.312500 Penalty: 4207.370605
	Iteration 43Q: 3 clusters Score -528378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -528380.562500 Penalty: 4207.370605
	Iteration 44Q: 3 clusters Score -528380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -528382.250000 Penalty: 4207.370605
	Iteration 45Q: 3 clusters Score -528382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -528386.000000 Penalty: 4207.370605
	Iteration 46Q: 3 clusters Score -528386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -528386.562500 Penalty: 4207.370605
	Iteration 47Q: 3 clusters Score -528386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -528390.312500 Penalty: 4207.370605
	Iteration 48Q: 3 clusters Score -528390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -528394.437500 Penalty: 4207.370605
	Iteration 49Q: 3 clusters Score -528394.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -528396.125000 Penalty: 4207.370605
	Iteration 50Q: 3 clusters Score -528396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -528398.937500 Penalty: 4207.370605
	Iteration 51Q: 3 clusters Score -528398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -528401.625000 Penalty: 4207.370605
	Iteration 52Q: 3 clusters Score -528401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -528408.000000 Penalty: 4207.370605
	Iteration 53Q: 3 clusters Score -528408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -528412.750000 Penalty: 4207.370605
	Iteration 54Q: 3 clusters Score -528412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -528420.250000 Penalty: 4207.370605
	Iteration 55Q: 3 clusters Score -528420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -528426.437500 Penalty: 4207.370605
	Iteration 56Q: 3 clusters Score -528426.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -528436.000000 Penalty: 4207.370605
	Iteration 57Q: 3 clusters Score -528436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -528443.187500 Penalty: 4207.370605
	Iteration 58Q: 3 clusters Score -528443.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -528449.250000 Penalty: 4207.370605
	Iteration 59Q: 3 clusters Score -528449.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -528457.312500 Penalty: 4207.370605
	Iteration 60F: 3 clusters Score -528457.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -528469.562500 Penalty: 4207.370605
	Iteration 61Q: 3 clusters Score -528469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -528483.937500 Penalty: 4207.370605
	Iteration 62Q: 3 clusters Score -528483.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -528494.250000 Penalty: 4207.370605
	Iteration 63Q: 3 clusters Score -528494.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -528508.437500 Penalty: 4207.370605
	Iteration 64Q: 3 clusters Score -528508.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -528519.875000 Penalty: 4207.370605
	Iteration 65Q: 3 clusters Score -528519.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -528532.437500 Penalty: 4207.370605
	Iteration 66Q: 3 clusters Score -528532.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -528544.000000 Penalty: 4207.370605
	Iteration 67Q: 3 clusters Score -528544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -528552.250000 Penalty: 4207.370605
	Iteration 68Q: 3 clusters Score -528552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -528562.687500 Penalty: 4207.370605
	Iteration 69Q: 3 clusters Score -528562.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -528569.625000 Penalty: 4207.370605
	Iteration 70Q: 3 clusters Score -528569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -528576.750000 Penalty: 4207.370605
	Iteration 71Q: 3 clusters Score -528576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -528584.312500 Penalty: 4207.370605
	Iteration 72Q: 3 clusters Score -528584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -528587.000000 Penalty: 4207.370605
	Iteration 73Q: 3 clusters Score -528587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -528588.937500 Penalty: 4207.370605
	Iteration 74Q: 3 clusters Score -528588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -528591.187500 Penalty: 4207.370605
	Iteration 75Q: 3 clusters Score -528591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -528593.437500 Penalty: 4207.370605
	Iteration 76Q: 3 clusters Score -528593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -528596.250000 Penalty: 4207.370605
	Iteration 77Q: 3 clusters Score -528596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -528599.062500 Penalty: 4207.370605
	Iteration 78Q: 3 clusters Score -528599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -528604.812500 Penalty: 4207.370605
	Iteration 79Q: 3 clusters Score -528604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -528607.187500 Penalty: 4207.370605
	Iteration 80F: 3 clusters Score -528607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -528610.250000 Penalty: 4207.370605
	Iteration 81Q: 3 clusters Score -528610.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -528617.437500 Penalty: 4207.370605
	Iteration 82Q: 3 clusters Score -528617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -528625.312500 Penalty: 4207.370605
	Iteration 83Q: 3 clusters Score -528625.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -528632.500000 Penalty: 4207.370605
	Iteration 84Q: 3 clusters Score -528632.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -528638.875000 Penalty: 4207.370605
	Iteration 85Q: 3 clusters Score -528638.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -528645.062500 Penalty: 4207.370605
	Iteration 86Q: 3 clusters Score -528645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -528648.750000 Penalty: 4207.370605
	Iteration 87Q: 3 clusters Score -528648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -528653.437500 Penalty: 4207.370605
	Iteration 88Q: 3 clusters Score -528653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -528663.875000 Penalty: 4207.370605
	Iteration 89Q: 3 clusters Score -528663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -528675.875000 Penalty: 4207.370605
	Iteration 90Q: 3 clusters Score -528675.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -528687.562500 Penalty: 4207.370605
	Iteration 91Q: 3 clusters Score -528687.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -528696.250000 Penalty: 4207.370605
	Iteration 92Q: 3 clusters Score -528696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -528700.062500 Penalty: 4207.370605
	Iteration 93Q: 3 clusters Score -528700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -528701.312500 Penalty: 4207.370605
	Iteration 94Q: 3 clusters Score -528701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -528703.750000 Penalty: 4207.370605
	Iteration 95Q: 3 clusters Score -528703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -528704.000000 Penalty: 4207.370605
	Iteration 96Q: 3 clusters Score -528704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -528703.875000 Penalty: 4207.370605
	Iteration 97Q: 3 clusters Score -528703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -528705.187500 Penalty: 4207.370605
	Iteration 98Q: 3 clusters Score -528705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -528705.187500 Penalty: 4207.370605
	Iteration 99Q: 3 clusters Score -528705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -528706.437500 Penalty: 4207.370605
	Iteration 100F: 3 clusters Score -528706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -528707.437500 Penalty: 4207.370605
	Iteration 101Q: 3 clusters Score -528707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -528708.625000 Penalty: 4207.370605
	Iteration 102Q: 3 clusters Score -528708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -528710.250000 Penalty: 4207.370605
	Iteration 103Q: 3 clusters Score -528710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -528709.500000 Penalty: 4207.370605
	Iteration 104Q: 3 clusters Score -528709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -528709.500000 Penalty: 4207.370605
	Iteration 105F: 3 clusters Score -528709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -645033.937500 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -645033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -640176.250000 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -640176.2 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -641496.375000 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -641496.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -641767.125000 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -641767.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -641954.562500 Penalty: 4271.801758
	Iteration 3F: 3 clusters Score -641954.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -642123.187500 Penalty: 4271.801758
	Iteration 4Q: 3 clusters Score -642123.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -642269.937500 Penalty: 4271.801758
	Iteration 5Q: 3 clusters Score -642269.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -642429.687500 Penalty: 4271.801758
	Iteration 6Q: 3 clusters Score -642429.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -642583.187500 Penalty: 4271.801758
	Iteration 7Q: 3 clusters Score -642583.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -642701.812500 Penalty: 4271.801758
	Iteration 8Q: 3 clusters Score -642701.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -642793.500000 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -642793.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -642859.437500 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -642859.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -642921.875000 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -642921.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -642985.625000 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -642985.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -643042.312500 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -643042.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -643078.875000 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -643078.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -643110.000000 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -643110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -643140.375000 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -643140.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -643166.562500 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -643166.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -643190.500000 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -643190.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -643207.562500 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -643207.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -643224.937500 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -643224.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -643248.500000 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -643248.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -643268.687500 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -643268.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -643284.375000 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -643284.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -643297.875000 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -643297.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -643305.187500 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -643305.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -643313.187500 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -643313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -643321.875000 Penalty: 4271.801758
	Iteration 27Q: 3 clusters Score -643321.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -643337.687500 Penalty: 4271.801758
	Iteration 28Q: 3 clusters Score -643337.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -643350.625000 Penalty: 4271.801758
	Iteration 29Q: 3 clusters Score -643350.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -643364.875000 Penalty: 4271.801758
	Iteration 30Q: 3 clusters Score -643364.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -643379.312500 Penalty: 4271.801758
	Iteration 31Q: 3 clusters Score -643379.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -643391.437500 Penalty: 4271.801758
	Iteration 32Q: 3 clusters Score -643391.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -643399.562500 Penalty: 4271.801758
	Iteration 33Q: 3 clusters Score -643399.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -643407.625000 Penalty: 4271.801758
	Iteration 34Q: 3 clusters Score -643407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -643411.625000 Penalty: 4271.801758
	Iteration 35Q: 3 clusters Score -643411.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -643417.375000 Penalty: 4271.801758
	Iteration 36Q: 3 clusters Score -643417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -643423.812500 Penalty: 4271.801758
	Iteration 37Q: 3 clusters Score -643423.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -643430.312500 Penalty: 4271.801758
	Iteration 38Q: 3 clusters Score -643430.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -643435.000000 Penalty: 4271.801758
	Iteration 39Q: 3 clusters Score -643435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -643439.812500 Penalty: 4271.801758
	Iteration 40F: 3 clusters Score -643439.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -643444.500000 Penalty: 4271.801758
	Iteration 41Q: 3 clusters Score -643444.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -643446.875000 Penalty: 4271.801758
	Iteration 42Q: 3 clusters Score -643446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -643450.687500 Penalty: 4271.801758
	Iteration 43Q: 3 clusters Score -643450.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -643455.812500 Penalty: 4271.801758
	Iteration 44Q: 3 clusters Score -643455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -643458.625000 Penalty: 4271.801758
	Iteration 45Q: 3 clusters Score -643458.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -643464.937500 Penalty: 4271.801758
	Iteration 46Q: 3 clusters Score -643464.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -643469.250000 Penalty: 4271.801758
	Iteration 47Q: 3 clusters Score -643469.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -643476.500000 Penalty: 4271.801758
	Iteration 48Q: 3 clusters Score -643476.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -643481.875000 Penalty: 4271.801758
	Iteration 49Q: 3 clusters Score -643481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -643482.875000 Penalty: 4271.801758
	Iteration 50Q: 3 clusters Score -643482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -643486.125000 Penalty: 4271.801758
	Iteration 51Q: 3 clusters Score -643486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -643487.562500 Penalty: 4271.801758
	Iteration 52Q: 3 clusters Score -643487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -643488.312500 Penalty: 4271.801758
	Iteration 53Q: 3 clusters Score -643488.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -643489.750000 Penalty: 4271.801758
	Iteration 54Q: 3 clusters Score -643489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -643491.312500 Penalty: 4271.801758
	Iteration 55Q: 3 clusters Score -643491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -643492.312500 Penalty: 4271.801758
	Iteration 56Q: 3 clusters Score -643492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -643493.125000 Penalty: 4271.801758
	Iteration 57Q: 3 clusters Score -643493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -643493.062500 Penalty: 4271.801758
	Iteration 58Q: 3 clusters Score -643493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -643496.937500 Penalty: 4271.801758
	Iteration 59Q: 3 clusters Score -643496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -643499.312500 Penalty: 4271.801758
	Iteration 60F: 3 clusters Score -643499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -643500.625000 Penalty: 4271.801758
	Iteration 61Q: 3 clusters Score -643500.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -643504.687500 Penalty: 4271.801758
	Iteration 62Q: 3 clusters Score -643504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -643507.000000 Penalty: 4271.801758
	Iteration 63Q: 3 clusters Score -643507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -643509.937500 Penalty: 4271.801758
	Iteration 64Q: 3 clusters Score -643509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -643513.187500 Penalty: 4271.801758
	Iteration 65Q: 3 clusters Score -643513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -643514.375000 Penalty: 4271.801758
	Iteration 66Q: 3 clusters Score -643514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -643520.000000 Penalty: 4271.801758
	Iteration 67Q: 3 clusters Score -643520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -643522.812500 Penalty: 4271.801758
	Iteration 68Q: 3 clusters Score -643522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -643524.250000 Penalty: 4271.801758
	Iteration 69Q: 3 clusters Score -643524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -643525.500000 Penalty: 4271.801758
	Iteration 70Q: 3 clusters Score -643525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -643529.562500 Penalty: 4271.801758
	Iteration 71Q: 3 clusters Score -643529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -643531.250000 Penalty: 4271.801758
	Iteration 72Q: 3 clusters Score -643531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -643532.187500 Penalty: 4271.801758
	Iteration 73Q: 3 clusters Score -643532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -643533.437500 Penalty: 4271.801758
	Iteration 74Q: 3 clusters Score -643533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -643533.312500 Penalty: 4271.801758
	Iteration 75Q: 3 clusters Score -643533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -643533.750000 Penalty: 4271.801758
	Iteration 76Q: 3 clusters Score -643533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -643533.750000 Penalty: 4271.801758
	Iteration 77F: 3 clusters Score -643533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Entering Unmasked Estep 
Score: -1816987.000000 Penalty: 2404.234375
	Iteration 0F: 2 clusters Score -1816987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1805405.875000 Penalty: 4808.468750
	Iteration 0F: 3 clusters Score -1805406 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1809370.750000 Penalty: 4808.468750
	Iteration 1F: 3 clusters Score -1809371 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1809974.875000 Penalty: 4808.468750
	Iteration 2F: 3 clusters Score -1809975 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1810656.125000 Penalty: 4808.468750
	Iteration 3F: 3 clusters Score -1810656 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1811320.625000 Penalty: 4808.468750
	Iteration 4F: 3 clusters Score -1811321 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1811907.500000 Penalty: 4808.468750
	Iteration 5F: 3 clusters Score -1811908 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1812470.125000 Penalty: 4808.468750
	Iteration 6F: 3 clusters Score -1812470 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1813018.125000 Penalty: 4808.468750
	Iteration 7F: 3 clusters Score -1813018 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1813494.625000 Penalty: 4808.468750
	Iteration 8Q: 3 clusters Score -1813495 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1813864.875000 Penalty: 4808.468750
	Iteration 9Q: 3 clusters Score -1813865 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1814199.000000 Penalty: 4808.468750
	Iteration 10Q: 3 clusters Score -1814199 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1814475.625000 Penalty: 4808.468750
	Iteration 11Q: 3 clusters Score -1814476 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1814714.625000 Penalty: 4808.468750
	Iteration 12Q: 3 clusters Score -1814715 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1814908.500000 Penalty: 4808.468750
	Iteration 13Q: 3 clusters Score -1814908 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1815103.000000 Penalty: 4808.468750
	Iteration 14Q: 3 clusters Score -1815103 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1815264.625000 Penalty: 4808.468750
	Iteration 15Q: 3 clusters Score -1815265 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1815406.625000 Penalty: 4808.468750
	Iteration 16Q: 3 clusters Score -1815407 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1815486.125000 Penalty: 4808.468750
	Iteration 17Q: 3 clusters Score -1815486 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1815550.500000 Penalty: 4808.468750
	Iteration 18Q: 3 clusters Score -1815550 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1815587.250000 Penalty: 4808.468750
	Iteration 19Q: 3 clusters Score -1815587 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1815619.875000 Penalty: 4808.468750
	Iteration 20F: 3 clusters Score -1815620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1815640.375000 Penalty: 4808.468750
	Iteration 21Q: 3 clusters Score -1815640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1815651.375000 Penalty: 4808.468750
	Iteration 22Q: 3 clusters Score -1815651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1815659.500000 Penalty: 4808.468750
	Iteration 23Q: 3 clusters Score -1815660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1815665.375000 Penalty: 4808.468750
	Iteration 24Q: 3 clusters Score -1815665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1815672.875000 Penalty: 4808.468750
	Iteration 25Q: 3 clusters Score -1815673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1815676.250000 Penalty: 4808.468750
	Iteration 26Q: 3 clusters Score -1815676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1815684.750000 Penalty: 4808.468750
	Iteration 27Q: 3 clusters Score -1815685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1815682.750000 Penalty: 4808.468750
	Iteration 28Q: 3 clusters Score -1815683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1815684.000000 Penalty: 4808.468750
	Iteration 29Q: 3 clusters Score -1815684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1815679.500000 Penalty: 4808.468750
	Iteration 30Q: 3 clusters Score -1815680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1815681.625000 Penalty: 4808.468750
	Iteration 31Q: 3 clusters Score -1815682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1815683.875000 Penalty: 4808.468750
	Iteration 32Q: 3 clusters Score -1815684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1815684.750000 Penalty: 4808.468750
	Iteration 33Q: 3 clusters Score -1815685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1815685.375000 Penalty: 4808.468750
	Iteration 34Q: 3 clusters Score -1815685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1815686.250000 Penalty: 4808.468750
	Iteration 35Q: 3 clusters Score -1815686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1815686.250000 Penalty: 4808.468750
	Iteration 36F: 3 clusters Score -1815686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -26936.640625 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26936.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25708.300781 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25708.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25801.556641 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -25801.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25815.255859 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -25815.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25815.255859 Penalty: 2769.414062
	Iteration 3F: 3 clusters Score -25815.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -114967.289062 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -114967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113062.179688 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -113062.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113498.851562 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -113498.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113721.585938 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -113721.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113857.500000 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -113857.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113991.984375 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -113992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114134.085938 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -114134.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114256.031250 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -114256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114358.960938 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -114359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114448.476562 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -114448.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -114555.757812 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -114555.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -114677.570312 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -114677.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -114901.031250 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -114901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -115161.976562 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -115162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -115215.734375 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -115215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -115239.804688 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -115239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -115262.257812 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -115262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -115271.625000 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -115271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115279.500000 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -115279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -115283.539062 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -115283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -115285.093750 Penalty: 3466.252930
	Iteration 19Q: 3 clusters Score -115285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -115285.093750 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -115285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167708 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39616 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 165986 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113520 members 
Mstep: Class 12 contains 258878 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26593 members 
Mstep: Class 24 contains 10161 members 
Mstep: Class 25 contains 47453 members 
Mstep: Class 26 contains 8251 members 
Mstep: Class 27 contains 73171 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 15612 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12889 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 312 members 
Entering Unmasked Estep 
Score: -205568896.000000 Penalty: 132088.375000
Splitting cluster 32 changes total score from -205570176.000000 to -205568896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Entering Unmasked Estep 
Score: -1776370.750000 Penalty: 2394.637207
	Iteration 0F: 2 clusters Score -1776371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1765140.000000 Penalty: 4789.274414
	Iteration 0F: 3 clusters Score -1765140 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1769179.625000 Penalty: 4789.274414
	Iteration 1F: 3 clusters Score -1769180 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1769830.125000 Penalty: 4789.274414
	Iteration 2F: 3 clusters Score -1769830 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1770383.250000 Penalty: 4789.274414
	Iteration 3F: 3 clusters Score -1770383 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1770879.625000 Penalty: 4789.274414
	Iteration 4F: 3 clusters Score -1770880 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1771386.000000 Penalty: 4789.274414
	Iteration 5Q: 3 clusters Score -1771386 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1771974.875000 Penalty: 4789.274414
	Iteration 6F: 3 clusters Score -1771975 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1772500.875000 Penalty: 4789.274414
	Iteration 7Q: 3 clusters Score -1772501 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1772908.250000 Penalty: 4789.274414
	Iteration 8Q: 3 clusters Score -1772908 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1773195.000000 Penalty: 4789.274414
	Iteration 9Q: 3 clusters Score -1773195 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1773386.500000 Penalty: 4789.274414
	Iteration 10Q: 3 clusters Score -1773386 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1773507.375000 Penalty: 4789.274414
	Iteration 11Q: 3 clusters Score -1773507 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1773601.125000 Penalty: 4789.274414
	Iteration 12Q: 3 clusters Score -1773601 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1773687.875000 Penalty: 4789.274414
	Iteration 13Q: 3 clusters Score -1773688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1773752.125000 Penalty: 4789.274414
	Iteration 14Q: 3 clusters Score -1773752 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1773815.875000 Penalty: 4789.274414
	Iteration 15Q: 3 clusters Score -1773816 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1773885.250000 Penalty: 4789.274414
	Iteration 16Q: 3 clusters Score -1773885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1773936.625000 Penalty: 4789.274414
	Iteration 17Q: 3 clusters Score -1773937 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1773986.375000 Penalty: 4789.274414
	Iteration 18Q: 3 clusters Score -1773986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1774015.500000 Penalty: 4789.274414
	Iteration 19Q: 3 clusters Score -1774016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1774046.875000 Penalty: 4789.274414
	Iteration 20F: 3 clusters Score -1774047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1774069.750000 Penalty: 4789.274414
	Iteration 21Q: 3 clusters Score -1774070 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1774092.125000 Penalty: 4789.274414
	Iteration 22Q: 3 clusters Score -1774092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1774115.000000 Penalty: 4789.274414
	Iteration 23Q: 3 clusters Score -1774115 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1774149.250000 Penalty: 4789.274414
	Iteration 24Q: 3 clusters Score -1774149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1774169.625000 Penalty: 4789.274414
	Iteration 25Q: 3 clusters Score -1774170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1774195.250000 Penalty: 4789.274414
	Iteration 26Q: 3 clusters Score -1774195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1774219.875000 Penalty: 4789.274414
	Iteration 27Q: 3 clusters Score -1774220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1774235.750000 Penalty: 4789.274414
	Iteration 28Q: 3 clusters Score -1774236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1774257.125000 Penalty: 4789.274414
	Iteration 29Q: 3 clusters Score -1774257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1774283.000000 Penalty: 4789.274414
	Iteration 30Q: 3 clusters Score -1774283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1774302.125000 Penalty: 4789.274414
	Iteration 31Q: 3 clusters Score -1774302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1774326.000000 Penalty: 4789.274414
	Iteration 32Q: 3 clusters Score -1774326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1774332.375000 Penalty: 4789.274414
	Iteration 33Q: 3 clusters Score -1774332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1774340.625000 Penalty: 4789.274414
	Iteration 34Q: 3 clusters Score -1774341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1774353.375000 Penalty: 4789.274414
	Iteration 35Q: 3 clusters Score -1774353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1774354.500000 Penalty: 4789.274414
	Iteration 36Q: 3 clusters Score -1774354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1774363.875000 Penalty: 4789.274414
	Iteration 37Q: 3 clusters Score -1774364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1774367.375000 Penalty: 4789.274414
	Iteration 38Q: 3 clusters Score -1774367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1774373.250000 Penalty: 4789.274414
	Iteration 39Q: 3 clusters Score -1774373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1774381.500000 Penalty: 4789.274414
	Iteration 40F: 3 clusters Score -1774382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1774391.750000 Penalty: 4789.274414
	Iteration 41Q: 3 clusters Score -1774392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1774397.250000 Penalty: 4789.274414
	Iteration 42Q: 3 clusters Score -1774397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1774403.375000 Penalty: 4789.274414
	Iteration 43Q: 3 clusters Score -1774403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1774417.750000 Penalty: 4789.274414
	Iteration 44Q: 3 clusters Score -1774418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1774417.125000 Penalty: 4789.274414
	Iteration 45Q: 3 clusters Score -1774417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1774429.750000 Penalty: 4789.274414
	Iteration 46Q: 3 clusters Score -1774430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1774431.000000 Penalty: 4789.274414
	Iteration 47Q: 3 clusters Score -1774431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1774440.250000 Penalty: 4789.274414
	Iteration 48Q: 3 clusters Score -1774440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1774445.375000 Penalty: 4789.274414
	Iteration 49Q: 3 clusters Score -1774445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1774453.500000 Penalty: 4789.274414
	Iteration 50Q: 3 clusters Score -1774454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1774451.375000 Penalty: 4789.274414
	Iteration 51Q: 3 clusters Score -1774451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1774452.625000 Penalty: 4789.274414
	Iteration 52Q: 3 clusters Score -1774453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1774450.750000 Penalty: 4789.274414
	Iteration 53Q: 3 clusters Score -1774451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1774454.625000 Penalty: 4789.274414
	Iteration 54Q: 3 clusters Score -1774455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1774451.500000 Penalty: 4789.274414
	Iteration 55Q: 3 clusters Score -1774452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1774455.125000 Penalty: 4789.274414
	Iteration 56Q: 3 clusters Score -1774455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1774460.750000 Penalty: 4789.274414
	Iteration 57Q: 3 clusters Score -1774461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1774467.250000 Penalty: 4789.274414
	Iteration 58Q: 3 clusters Score -1774467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1774465.250000 Penalty: 4789.274414
	Iteration 59Q: 3 clusters Score -1774465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1774463.375000 Penalty: 4789.274414
	Iteration 60F: 3 clusters Score -1774463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1774465.750000 Penalty: 4789.274414
	Iteration 61Q: 3 clusters Score -1774466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1774462.000000 Penalty: 4789.274414
	Iteration 62Q: 3 clusters Score -1774462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1774467.250000 Penalty: 4789.274414
	Iteration 63Q: 3 clusters Score -1774467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1774468.500000 Penalty: 4789.274414
	Iteration 64Q: 3 clusters Score -1774468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1774468.125000 Penalty: 4789.274414
	Iteration 65Q: 3 clusters Score -1774468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1774470.375000 Penalty: 4789.274414
	Iteration 66Q: 3 clusters Score -1774470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1774471.000000 Penalty: 4789.274414
	Iteration 67Q: 3 clusters Score -1774471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1774472.375000 Penalty: 4789.274414
	Iteration 68Q: 3 clusters Score -1774472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1774470.000000 Penalty: 4789.274414
	Iteration 69Q: 3 clusters Score -1774470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1774470.250000 Penalty: 4789.274414
	Iteration 70Q: 3 clusters Score -1774470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1774474.625000 Penalty: 4789.274414
	Iteration 71Q: 3 clusters Score -1774475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1774479.375000 Penalty: 4789.274414
	Iteration 72Q: 3 clusters Score -1774479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1774483.375000 Penalty: 4789.274414
	Iteration 73Q: 3 clusters Score -1774483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1774484.125000 Penalty: 4789.274414
	Iteration 74Q: 3 clusters Score -1774484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1774484.875000 Penalty: 4789.274414
	Iteration 75Q: 3 clusters Score -1774485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1774486.250000 Penalty: 4789.274414
	Iteration 76Q: 3 clusters Score -1774486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1774487.750000 Penalty: 4789.274414
	Iteration 77Q: 3 clusters Score -1774488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1774493.125000 Penalty: 4789.274414
	Iteration 78Q: 3 clusters Score -1774493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1774495.250000 Penalty: 4789.274414
	Iteration 79Q: 3 clusters Score -1774495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1774495.250000 Penalty: 4789.274414
	Iteration 80F: 3 clusters Score -1774495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1774493.000000 Penalty: 4789.274414
	Iteration 81Q: 3 clusters Score -1774493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1774493.750000 Penalty: 4789.274414
	Iteration 82Q: 3 clusters Score -1774494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1774496.500000 Penalty: 4789.274414
	Iteration 83Q: 3 clusters Score -1774496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1774496.500000 Penalty: 4789.274414
	Iteration 84F: 3 clusters Score -1774496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Entering Unmasked Estep 
Score: -3282890.750000 Penalty: 2543.158691
	Iteration 0F: 2 clusters Score -3282891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3263303.250000 Penalty: 5086.317383
	Iteration 0F: 3 clusters Score -3263303 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3270318.000000 Penalty: 5086.317383
	Iteration 1F: 3 clusters Score -3270318 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3270773.500000 Penalty: 5086.317383
	Iteration 2Q: 3 clusters Score -3270774 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3271190.250000 Penalty: 5086.317383
	Iteration 3Q: 3 clusters Score -3271190 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3271645.000000 Penalty: 5086.317383
	Iteration 4Q: 3 clusters Score -3271645 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3272110.750000 Penalty: 5086.317383
	Iteration 5Q: 3 clusters Score -3272111 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3272678.000000 Penalty: 5086.317383
	Iteration 6Q: 3 clusters Score -3272678 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3273419.000000 Penalty: 5086.317383
	Iteration 7Q: 3 clusters Score -3273419 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3274228.750000 Penalty: 5086.317383
	Iteration 8Q: 3 clusters Score -3274229 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3275170.000000 Penalty: 5086.317383
	Iteration 9Q: 3 clusters Score -3275170 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3276101.250000 Penalty: 5086.317383
	Iteration 10Q: 3 clusters Score -3276101 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3276953.250000 Penalty: 5086.317383
	Iteration 11Q: 3 clusters Score -3276953 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3277745.000000 Penalty: 5086.317383
	Iteration 12Q: 3 clusters Score -3277745 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3278418.750000 Penalty: 5086.317383
	Iteration 13Q: 3 clusters Score -3278419 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3278946.250000 Penalty: 5086.317383
	Iteration 14Q: 3 clusters Score -3278946 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3279345.250000 Penalty: 5086.317383
	Iteration 15Q: 3 clusters Score -3279345 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3279690.750000 Penalty: 5086.317383
	Iteration 16Q: 3 clusters Score -3279691 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3279956.000000 Penalty: 5086.317383
	Iteration 17Q: 3 clusters Score -3279956 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3280154.500000 Penalty: 5086.317383
	Iteration 18Q: 3 clusters Score -3280154 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3280279.500000 Penalty: 5086.317383
	Iteration 19Q: 3 clusters Score -3280280 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3280384.750000 Penalty: 5086.317383
	Iteration 20F: 3 clusters Score -3280385 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3280462.500000 Penalty: 5086.317383
	Iteration 21Q: 3 clusters Score -3280462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3280527.500000 Penalty: 5086.317383
	Iteration 22Q: 3 clusters Score -3280528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3280572.750000 Penalty: 5086.317383
	Iteration 23Q: 3 clusters Score -3280573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3280611.000000 Penalty: 5086.317383
	Iteration 24Q: 3 clusters Score -3280611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3280638.250000 Penalty: 5086.317383
	Iteration 25Q: 3 clusters Score -3280638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3280657.250000 Penalty: 5086.317383
	Iteration 26Q: 3 clusters Score -3280657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3280672.500000 Penalty: 5086.317383
	Iteration 27Q: 3 clusters Score -3280672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3280679.500000 Penalty: 5086.317383
	Iteration 28Q: 3 clusters Score -3280680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3280693.500000 Penalty: 5086.317383
	Iteration 29Q: 3 clusters Score -3280694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3280702.250000 Penalty: 5086.317383
	Iteration 30Q: 3 clusters Score -3280702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3280708.750000 Penalty: 5086.317383
	Iteration 31Q: 3 clusters Score -3280709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3280718.750000 Penalty: 5086.317383
	Iteration 32Q: 3 clusters Score -3280719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3280733.750000 Penalty: 5086.317383
	Iteration 33Q: 3 clusters Score -3280734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3280746.750000 Penalty: 5086.317383
	Iteration 34Q: 3 clusters Score -3280747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3280752.000000 Penalty: 5086.317383
	Iteration 35Q: 3 clusters Score -3280752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3280752.000000 Penalty: 5086.317383
	Iteration 36Q: 3 clusters Score -3280752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3280751.500000 Penalty: 5086.317383
	Iteration 37Q: 3 clusters Score -3280752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3280754.000000 Penalty: 5086.317383
	Iteration 38Q: 3 clusters Score -3280754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3280756.250000 Penalty: 5086.317383
	Iteration 39Q: 3 clusters Score -3280756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3280760.000000 Penalty: 5086.317383
	Iteration 40F: 3 clusters Score -3280760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3280764.250000 Penalty: 5086.317383
	Iteration 41Q: 3 clusters Score -3280764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3280767.750000 Penalty: 5086.317383
	Iteration 42Q: 3 clusters Score -3280768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3280768.750000 Penalty: 5086.317383
	Iteration 43Q: 3 clusters Score -3280769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3280776.500000 Penalty: 5086.317383
	Iteration 44Q: 3 clusters Score -3280776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3280773.500000 Penalty: 5086.317383
	Iteration 45Q: 3 clusters Score -3280774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3280775.250000 Penalty: 5086.317383
	Iteration 46Q: 3 clusters Score -3280775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3280778.750000 Penalty: 5086.317383
	Iteration 47Q: 3 clusters Score -3280779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3280775.500000 Penalty: 5086.317383
	Iteration 48Q: 3 clusters Score -3280776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3280775.750000 Penalty: 5086.317383
	Iteration 49Q: 3 clusters Score -3280776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3280775.750000 Penalty: 5086.317383
	Iteration 50F: 3 clusters Score -3280776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Entering Unmasked Estep 
Score: -1443676.625000 Penalty: 2347.104004
	Iteration 0F: 2 clusters Score -1443677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1434210.125000 Penalty: 4694.208008
	Iteration 0F: 3 clusters Score -1434210 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1437225.125000 Penalty: 4694.208008
	Iteration 1F: 3 clusters Score -1437225 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1437589.250000 Penalty: 4694.208008
	Iteration 2F: 3 clusters Score -1437589 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1437886.750000 Penalty: 4694.208008
	Iteration 3F: 3 clusters Score -1437887 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1438174.625000 Penalty: 4694.208008
	Iteration 4Q: 3 clusters Score -1438175 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1438456.625000 Penalty: 4694.208008
	Iteration 5Q: 3 clusters Score -1438457 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1438757.000000 Penalty: 4694.208008
	Iteration 6Q: 3 clusters Score -1438757 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1439089.250000 Penalty: 4694.208008
	Iteration 7Q: 3 clusters Score -1439089 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1439441.375000 Penalty: 4694.208008
	Iteration 8Q: 3 clusters Score -1439441 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1439790.750000 Penalty: 4694.208008
	Iteration 9Q: 3 clusters Score -1439791 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1440111.000000 Penalty: 4694.208008
	Iteration 10Q: 3 clusters Score -1440111 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1440375.500000 Penalty: 4694.208008
	Iteration 11Q: 3 clusters Score -1440376 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1440577.875000 Penalty: 4694.208008
	Iteration 12Q: 3 clusters Score -1440578 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1440729.375000 Penalty: 4694.208008
	Iteration 13Q: 3 clusters Score -1440729 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1440851.125000 Penalty: 4694.208008
	Iteration 14Q: 3 clusters Score -1440851 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1440965.250000 Penalty: 4694.208008
	Iteration 15Q: 3 clusters Score -1440965 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1441059.875000 Penalty: 4694.208008
	Iteration 16Q: 3 clusters Score -1441060 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1441140.125000 Penalty: 4694.208008
	Iteration 17Q: 3 clusters Score -1441140 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1441219.375000 Penalty: 4694.208008
	Iteration 18Q: 3 clusters Score -1441219 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1441291.500000 Penalty: 4694.208008
	Iteration 19Q: 3 clusters Score -1441292 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1441367.250000 Penalty: 4694.208008
	Iteration 20F: 3 clusters Score -1441367 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1441441.750000 Penalty: 4694.208008
	Iteration 21Q: 3 clusters Score -1441442 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1441502.250000 Penalty: 4694.208008
	Iteration 22Q: 3 clusters Score -1441502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1441564.875000 Penalty: 4694.208008
	Iteration 23Q: 3 clusters Score -1441565 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1441627.375000 Penalty: 4694.208008
	Iteration 24Q: 3 clusters Score -1441627 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1441688.750000 Penalty: 4694.208008
	Iteration 25Q: 3 clusters Score -1441689 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1441756.625000 Penalty: 4694.208008
	Iteration 26Q: 3 clusters Score -1441757 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1441817.375000 Penalty: 4694.208008
	Iteration 27Q: 3 clusters Score -1441817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1441864.500000 Penalty: 4694.208008
	Iteration 28Q: 3 clusters Score -1441864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1441914.250000 Penalty: 4694.208008
	Iteration 29Q: 3 clusters Score -1441914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1441943.750000 Penalty: 4694.208008
	Iteration 30Q: 3 clusters Score -1441944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1441969.500000 Penalty: 4694.208008
	Iteration 31Q: 3 clusters Score -1441970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1441982.875000 Penalty: 4694.208008
	Iteration 32Q: 3 clusters Score -1441983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1441995.125000 Penalty: 4694.208008
	Iteration 33Q: 3 clusters Score -1441995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1442003.500000 Penalty: 4694.208008
	Iteration 34Q: 3 clusters Score -1442004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1442024.000000 Penalty: 4694.208008
	Iteration 35Q: 3 clusters Score -1442024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1442031.500000 Penalty: 4694.208008
	Iteration 36Q: 3 clusters Score -1442032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1442036.875000 Penalty: 4694.208008
	Iteration 37Q: 3 clusters Score -1442037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1442043.500000 Penalty: 4694.208008
	Iteration 38Q: 3 clusters Score -1442044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1442049.750000 Penalty: 4694.208008
	Iteration 39Q: 3 clusters Score -1442050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1442055.125000 Penalty: 4694.208008
	Iteration 40F: 3 clusters Score -1442055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1442066.125000 Penalty: 4694.208008
	Iteration 41Q: 3 clusters Score -1442066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1442078.125000 Penalty: 4694.208008
	Iteration 42Q: 3 clusters Score -1442078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1442087.750000 Penalty: 4694.208008
	Iteration 43Q: 3 clusters Score -1442088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1442094.500000 Penalty: 4694.208008
	Iteration 44Q: 3 clusters Score -1442094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1442103.250000 Penalty: 4694.208008
	Iteration 45Q: 3 clusters Score -1442103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1442110.750000 Penalty: 4694.208008
	Iteration 46Q: 3 clusters Score -1442111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1442120.250000 Penalty: 4694.208008
	Iteration 47Q: 3 clusters Score -1442120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1442125.625000 Penalty: 4694.208008
	Iteration 48Q: 3 clusters Score -1442126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1442130.125000 Penalty: 4694.208008
	Iteration 49Q: 3 clusters Score -1442130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1442131.500000 Penalty: 4694.208008
	Iteration 50Q: 3 clusters Score -1442132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1442130.625000 Penalty: 4694.208008
	Iteration 51Q: 3 clusters Score -1442131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1442137.375000 Penalty: 4694.208008
	Iteration 52Q: 3 clusters Score -1442137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1442138.750000 Penalty: 4694.208008
	Iteration 53Q: 3 clusters Score -1442139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1442138.500000 Penalty: 4694.208008
	Iteration 54Q: 3 clusters Score -1442138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1442138.500000 Penalty: 4694.208008
	Iteration 55F: 3 clusters Score -1442138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167708 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39616 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 165986 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113520 members 
Mstep: Class 12 contains 258878 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26593 members 
Mstep: Class 24 contains 10161 members 
Mstep: Class 25 contains 47453 members 
Mstep: Class 26 contains 8251 members 
Mstep: Class 27 contains 73171 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 15612 members 
Mstep: Class 34 contains 28415 members 
Mstep: Class 35 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570480.000000 Penalty: 128518.421875
Iteration 399Q: 37 clusters Score -2.055705e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167711 members 
Mstep: Class 4 contains 44839 members 
Mstep: Class 5 contains 39618 members 
Mstep: Class 6 contains 15347 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 165973 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 113521 members 
Mstep: Class 12 contains 258860 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171825 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26103 members 
Mstep: Class 17 contains 81493 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 735 members 
Mstep: Class 21 contains 22298 members 
Mstep: Class 22 contains 172552 members 
Mstep: Class 23 contains 26591 members 
Mstep: Class 24 contains 10159 members 
Mstep: Class 25 contains 47459 members 
Mstep: Class 26 contains 8251 members 
Mstep: Class 27 contains 73172 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16230 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15613 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 12889 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570656.000000 Penalty: 128518.421875
Iteration 400F: 37 clusters Score -2.055707e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167706 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39619 members 
Mstep: Class 6 contains 15347 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 165967 members 
Mstep: Class 9 contains 111304 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 113522 members 
Mstep: Class 12 contains 258856 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171825 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26092 members 
Mstep: Class 17 contains 81492 members 
Mstep: Class 18 contains 21006 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 758 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 10158 members 
Mstep: Class 25 contains 47465 members 
Mstep: Class 26 contains 8252 members 
Mstep: Class 27 contains 73175 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5500 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 28412 members 
Mstep: Class 35 contains 12890 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570672.000000 Penalty: 128518.421875
Iteration 401Q: 37 clusters Score -2.055707e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167706 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39620 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 165948 members 
Mstep: Class 9 contains 111300 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113526 members 
Mstep: Class 12 contains 258837 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26088 members 
Mstep: Class 17 contains 81496 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 22294 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26589 members 
Mstep: Class 24 contains 10154 members 
Mstep: Class 25 contains 47475 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73173 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16237 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 28410 members 
Mstep: Class 35 contains 12890 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570928.000000 Penalty: 128518.421875
Iteration 402Q: 37 clusters Score -2.055709e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167690 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 39621 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 165939 members 
Mstep: Class 9 contains 111305 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113530 members 
Mstep: Class 12 contains 258837 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26080 members 
Mstep: Class 17 contains 81497 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 22293 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26587 members 
Mstep: Class 24 contains 10151 members 
Mstep: Class 25 contains 47489 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 73172 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16241 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15615 members 
Mstep: Class 34 contains 28409 members 
Mstep: Class 35 contains 12893 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570736.000000 Penalty: 128518.421875
Iteration 403Q: 37 clusters Score -2.055707e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167683 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39625 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 165926 members 
Mstep: Class 9 contains 111309 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113536 members 
Mstep: Class 12 contains 258846 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26072 members 
Mstep: Class 17 contains 81496 members 
Mstep: Class 18 contains 21005 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 172546 members 
Mstep: Class 23 contains 26584 members 
Mstep: Class 24 contains 10148 members 
Mstep: Class 25 contains 47505 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 73170 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16240 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15616 members 
Mstep: Class 34 contains 28408 members 
Mstep: Class 35 contains 12893 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570720.000000 Penalty: 128518.421875
Iteration 404Q: 37 clusters Score -2.055707e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167677 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39630 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165912 members 
Mstep: Class 9 contains 111310 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113539 members 
Mstep: Class 12 contains 258846 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171826 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26063 members 
Mstep: Class 17 contains 81495 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 22290 members 
Mstep: Class 22 contains 172547 members 
Mstep: Class 23 contains 26579 members 
Mstep: Class 24 contains 10147 members 
Mstep: Class 25 contains 47517 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 73167 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16246 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15618 members 
Mstep: Class 34 contains 28407 members 
Mstep: Class 35 contains 12893 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570704.000000 Penalty: 128518.421875
Iteration 405Q: 37 clusters Score -2.055707e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167676 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39630 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165898 members 
Mstep: Class 9 contains 111309 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113539 members 
Mstep: Class 12 contains 258853 members 
Mstep: Class 13 contains 32582 members 
Mstep: Class 14 contains 171828 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26054 members 
Mstep: Class 17 contains 81494 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 22290 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26576 members 
Mstep: Class 24 contains 10148 members 
Mstep: Class 25 contains 47532 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 73167 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 16249 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15620 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12894 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570768.000000 Penalty: 128518.421875
Iteration 406Q: 37 clusters Score -2.055708e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167681 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39629 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165874 members 
Mstep: Class 9 contains 111307 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113535 members 
Mstep: Class 12 contains 258858 members 
Mstep: Class 13 contains 32583 members 
Mstep: Class 14 contains 171828 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26053 members 
Mstep: Class 17 contains 81495 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 22290 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26575 members 
Mstep: Class 24 contains 10146 members 
Mstep: Class 25 contains 47540 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73169 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16255 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 15621 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12897 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570800.000000 Penalty: 128518.421875
Iteration 407Q: 37 clusters Score -2.055708e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167689 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 39629 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165852 members 
Mstep: Class 9 contains 111307 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113538 members 
Mstep: Class 12 contains 258859 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 171829 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26049 members 
Mstep: Class 17 contains 81495 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 22289 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 10145 members 
Mstep: Class 25 contains 47548 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73168 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16260 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15622 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12897 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570816.000000 Penalty: 128518.421875
Iteration 408Q: 37 clusters Score -2.055708e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167695 members 
Mstep: Class 4 contains 44839 members 
Mstep: Class 5 contains 39630 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165831 members 
Mstep: Class 9 contains 111307 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113537 members 
Mstep: Class 12 contains 258855 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171829 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26047 members 
Mstep: Class 17 contains 81495 members 
Mstep: Class 18 contains 20999 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 831 members 
Mstep: Class 21 contains 22287 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 10137 members 
Mstep: Class 25 contains 47556 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73170 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16275 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15622 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570720.000000 Penalty: 128518.421875
Iteration 409Q: 37 clusters Score -2.055707e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167697 members 
Mstep: Class 4 contains 44838 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165817 members 
Mstep: Class 9 contains 111303 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113538 members 
Mstep: Class 12 contains 258851 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171827 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26047 members 
Mstep: Class 17 contains 81498 members 
Mstep: Class 18 contains 20998 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 22285 members 
Mstep: Class 22 contains 172547 members 
Mstep: Class 23 contains 26576 members 
Mstep: Class 24 contains 10134 members 
Mstep: Class 25 contains 47562 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73169 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15622 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570704.000000 Penalty: 128518.421875
Iteration 410Q: 37 clusters Score -2.055707e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 167698 members 
Mstep: Class 4 contains 44838 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165800 members 
Mstep: Class 9 contains 111303 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113536 members 
Mstep: Class 12 contains 258857 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171830 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26039 members 
Mstep: Class 17 contains 81499 members 
Mstep: Class 18 contains 20998 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22282 members 
Mstep: Class 22 contains 172546 members 
Mstep: Class 23 contains 26574 members 
Mstep: Class 24 contains 10130 members 
Mstep: Class 25 contains 47569 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73169 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16303 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15622 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570688.000000 Penalty: 128518.421875
Iteration 411Q: 37 clusters Score -2.055707e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167702 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 15349 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165785 members 
Mstep: Class 9 contains 111302 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113536 members 
Mstep: Class 12 contains 258862 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171831 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26035 members 
Mstep: Class 17 contains 81499 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22281 members 
Mstep: Class 22 contains 172545 members 
Mstep: Class 23 contains 26569 members 
Mstep: Class 24 contains 10127 members 
Mstep: Class 25 contains 47578 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73165 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16318 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15623 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570688.000000 Penalty: 128518.421875
Iteration 412Q: 37 clusters Score -2.055707e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167703 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 39631 members 
Mstep: Class 6 contains 15352 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165778 members 
Mstep: Class 9 contains 111304 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113535 members 
Mstep: Class 12 contains 258859 members 
Mstep: Class 13 contains 32582 members 
Mstep: Class 14 contains 171831 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26035 members 
Mstep: Class 17 contains 81499 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22281 members 
Mstep: Class 22 contains 172545 members 
Mstep: Class 23 contains 26563 members 
Mstep: Class 24 contains 10122 members 
Mstep: Class 25 contains 47583 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73169 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 16329 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15622 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570816.000000 Penalty: 128518.421875
Iteration 413Q: 37 clusters Score -2.055708e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167700 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 39630 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165770 members 
Mstep: Class 9 contains 111299 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113538 members 
Mstep: Class 12 contains 258865 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171830 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26032 members 
Mstep: Class 17 contains 81500 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22281 members 
Mstep: Class 22 contains 172544 members 
Mstep: Class 23 contains 26558 members 
Mstep: Class 24 contains 10116 members 
Mstep: Class 25 contains 47587 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73170 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 16347 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15623 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12901 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570720.000000 Penalty: 128518.421875
Iteration 414Q: 37 clusters Score -2.055707e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167694 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 39629 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165767 members 
Mstep: Class 9 contains 111299 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113535 members 
Mstep: Class 12 contains 258861 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171828 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 26029 members 
Mstep: Class 17 contains 81501 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22281 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26549 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 47593 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 73173 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16356 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15625 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570688.000000 Penalty: 128518.421875
Iteration 415Q: 37 clusters Score -2.055707e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167690 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39627 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165766 members 
Mstep: Class 9 contains 111298 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113536 members 
Mstep: Class 12 contains 258863 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171827 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26028 members 
Mstep: Class 17 contains 81502 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22280 members 
Mstep: Class 22 contains 172547 members 
Mstep: Class 23 contains 26545 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 47598 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 73174 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 16369 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15628 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570752.000000 Penalty: 128518.421875
Iteration 416Q: 37 clusters Score -2.055708e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167689 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 39628 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165761 members 
Mstep: Class 9 contains 111298 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113536 members 
Mstep: Class 12 contains 258863 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26026 members 
Mstep: Class 17 contains 81504 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22280 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26540 members 
Mstep: Class 24 contains 10098 members 
Mstep: Class 25 contains 47600 members 
Mstep: Class 26 contains 8256 members 
Mstep: Class 27 contains 73179 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5494 members 
Mstep: Class 30 contains 16379 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15627 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570608.000000 Penalty: 128518.421875
Iteration 417Q: 37 clusters Score -2.055706e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167684 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39629 members 
Mstep: Class 6 contains 15350 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165750 members 
Mstep: Class 9 contains 111301 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113538 members 
Mstep: Class 12 contains 258872 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26024 members 
Mstep: Class 17 contains 81505 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22280 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26535 members 
Mstep: Class 24 contains 10092 members 
Mstep: Class 25 contains 47605 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 73178 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5495 members 
Mstep: Class 30 contains 16382 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15625 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570496.000000 Penalty: 128518.421875
Iteration 418Q: 37 clusters Score -2.055705e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167681 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165741 members 
Mstep: Class 9 contains 111301 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113537 members 
Mstep: Class 12 contains 258877 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26022 members 
Mstep: Class 17 contains 81506 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22280 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26528 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 47614 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73178 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16388 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15626 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570560.000000 Penalty: 128518.421875
Iteration 419Q: 37 clusters Score -2.055706e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167678 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165739 members 
Mstep: Class 9 contains 111301 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113535 members 
Mstep: Class 12 contains 258875 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 17 contains 81509 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22280 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26517 members 
Mstep: Class 24 contains 10077 members 
Mstep: Class 25 contains 47618 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 73176 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 16399 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15626 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570448.000000 Penalty: 128518.421875
Iteration 420F: 37 clusters Score -2.055704e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 167666 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 15353 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165741 members 
Mstep: Class 9 contains 111302 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113535 members 
Mstep: Class 12 contains 258874 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17089 members 
Mstep: Class 16 contains 26014 members 
Mstep: Class 17 contains 81510 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22279 members 
Mstep: Class 22 contains 172559 members 
Mstep: Class 23 contains 26507 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 47623 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 73178 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 16411 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15628 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570336.000000 Penalty: 128518.421875
Iteration 421Q: 37 clusters Score -2.055703e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167661 members 
Mstep: Class 4 contains 44850 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15354 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165733 members 
Mstep: Class 9 contains 111301 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113534 members 
Mstep: Class 12 contains 258879 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26008 members 
Mstep: Class 17 contains 81512 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22276 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26504 members 
Mstep: Class 24 contains 10067 members 
Mstep: Class 25 contains 47633 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73176 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 16421 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570304.000000 Penalty: 128518.421875
Iteration 422Q: 37 clusters Score -2.055703e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167663 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 39636 members 
Mstep: Class 6 contains 15356 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165724 members 
Mstep: Class 9 contains 111299 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113534 members 
Mstep: Class 12 contains 258873 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26009 members 
Mstep: Class 17 contains 81513 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22273 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26502 members 
Mstep: Class 24 contains 10059 members 
Mstep: Class 25 contains 47642 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 73179 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 16430 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15630 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570176.000000 Penalty: 128518.421875
Iteration 423Q: 37 clusters Score -2.055702e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167674 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15356 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165705 members 
Mstep: Class 9 contains 111300 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113533 members 
Mstep: Class 12 contains 258873 members 
Mstep: Class 13 contains 32589 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26007 members 
Mstep: Class 17 contains 81514 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 172559 members 
Mstep: Class 23 contains 26497 members 
Mstep: Class 24 contains 10058 members 
Mstep: Class 25 contains 47649 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73183 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 16433 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15632 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570240.000000 Penalty: 128518.421875
Iteration 424Q: 37 clusters Score -2.055702e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167672 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 39636 members 
Mstep: Class 6 contains 15356 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165699 members 
Mstep: Class 9 contains 111301 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113534 members 
Mstep: Class 12 contains 258872 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 81514 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 172560 members 
Mstep: Class 23 contains 26492 members 
Mstep: Class 24 contains 10060 members 
Mstep: Class 25 contains 47657 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73187 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16436 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570352.000000 Penalty: 128518.421875
Iteration 425Q: 37 clusters Score -2.055704e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167661 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39636 members 
Mstep: Class 6 contains 15356 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165690 members 
Mstep: Class 9 contains 111302 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113531 members 
Mstep: Class 12 contains 258869 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81514 members 
Mstep: Class 18 contains 21004 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 172561 members 
Mstep: Class 23 contains 26488 members 
Mstep: Class 24 contains 10059 members 
Mstep: Class 25 contains 47666 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73196 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16444 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570320.000000 Penalty: 128518.421875
Iteration 426Q: 37 clusters Score -2.055703e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167645 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15355 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165688 members 
Mstep: Class 9 contains 111300 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 113532 members 
Mstep: Class 12 contains 258866 members 
Mstep: Class 13 contains 32586 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 81512 members 
Mstep: Class 18 contains 21006 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26486 members 
Mstep: Class 24 contains 10057 members 
Mstep: Class 25 contains 47675 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73205 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16453 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570320.000000 Penalty: 128518.421875
Iteration 427Q: 37 clusters Score -2.055703e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167641 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 15358 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165680 members 
Mstep: Class 9 contains 111300 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 113532 members 
Mstep: Class 12 contains 258867 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 81513 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 172566 members 
Mstep: Class 23 contains 26482 members 
Mstep: Class 24 contains 10051 members 
Mstep: Class 25 contains 47681 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73208 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16459 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570128.000000 Penalty: 128518.421875
Iteration 428Q: 37 clusters Score -2.055701e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167635 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15361 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165677 members 
Mstep: Class 9 contains 111303 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 113530 members 
Mstep: Class 12 contains 258868 members 
Mstep: Class 13 contains 32588 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 81513 members 
Mstep: Class 18 contains 21007 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22270 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26478 members 
Mstep: Class 24 contains 10046 members 
Mstep: Class 25 contains 47684 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73212 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16469 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570176.000000 Penalty: 128518.421875
Iteration 429Q: 37 clusters Score -2.055702e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 167633 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15363 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165668 members 
Mstep: Class 9 contains 111299 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 113529 members 
Mstep: Class 12 contains 258867 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 81513 members 
Mstep: Class 18 contains 21008 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22269 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26472 members 
Mstep: Class 24 contains 10044 members 
Mstep: Class 25 contains 47694 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73214 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16483 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570128.000000 Penalty: 128518.421875
Iteration 430Q: 37 clusters Score -2.055701e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 167623 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15367 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165667 members 
Mstep: Class 9 contains 111300 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 113527 members 
Mstep: Class 12 contains 258869 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81514 members 
Mstep: Class 18 contains 21008 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22267 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26466 members 
Mstep: Class 24 contains 10041 members 
Mstep: Class 25 contains 47701 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73216 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5496 members 
Mstep: Class 30 contains 16491 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570096.000000 Penalty: 128518.421875
Iteration 431Q: 37 clusters Score -2.055701e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167611 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15368 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165671 members 
Mstep: Class 9 contains 111304 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113527 members 
Mstep: Class 12 contains 258864 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26001 members 
Mstep: Class 17 contains 81516 members 
Mstep: Class 18 contains 21008 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22264 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26460 members 
Mstep: Class 24 contains 10038 members 
Mstep: Class 25 contains 47705 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73219 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 16502 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570384.000000 Penalty: 128518.421875
Iteration 432Q: 37 clusters Score -2.055704e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167594 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15368 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165680 members 
Mstep: Class 9 contains 111305 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113526 members 
Mstep: Class 12 contains 258860 members 
Mstep: Class 13 contains 32594 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 26001 members 
Mstep: Class 17 contains 81519 members 
Mstep: Class 18 contains 21008 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22264 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26454 members 
Mstep: Class 24 contains 10034 members 
Mstep: Class 25 contains 47710 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73222 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 16510 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12901 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570288.000000 Penalty: 128518.421875
Iteration 433Q: 37 clusters Score -2.055703e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167580 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15369 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165688 members 
Mstep: Class 9 contains 111304 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113526 members 
Mstep: Class 12 contains 258856 members 
Mstep: Class 13 contains 32598 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81519 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22264 members 
Mstep: Class 22 contains 172566 members 
Mstep: Class 23 contains 26452 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 47712 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 73226 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5492 members 
Mstep: Class 30 contains 16515 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570400.000000 Penalty: 128518.421875
Iteration 434Q: 37 clusters Score -2.055704e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167570 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15373 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165694 members 
Mstep: Class 9 contains 111304 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113525 members 
Mstep: Class 12 contains 258856 members 
Mstep: Class 13 contains 32608 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81519 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22263 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26451 members 
Mstep: Class 24 contains 10021 members 
Mstep: Class 25 contains 47713 members 
Mstep: Class 26 contains 8261 members 
Mstep: Class 27 contains 73226 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16517 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570624.000000 Penalty: 128518.421875
Iteration 435Q: 37 clusters Score -2.055706e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167549 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15376 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165706 members 
Mstep: Class 9 contains 111305 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113522 members 
Mstep: Class 12 contains 258855 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81521 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22263 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26450 members 
Mstep: Class 24 contains 10017 members 
Mstep: Class 25 contains 47715 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 73226 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16520 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570528.000000 Penalty: 128518.421875
Iteration 436Q: 37 clusters Score -2.055705e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167525 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165726 members 
Mstep: Class 9 contains 111307 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113522 members 
Mstep: Class 12 contains 258853 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22263 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 26449 members 
Mstep: Class 24 contains 10018 members 
Mstep: Class 25 contains 47722 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 73224 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16522 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570544.000000 Penalty: 128518.421875
Iteration 437Q: 37 clusters Score -2.055705e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167504 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 15378 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165744 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113524 members 
Mstep: Class 12 contains 258849 members 
Mstep: Class 13 contains 32614 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22263 members 
Mstep: Class 22 contains 172566 members 
Mstep: Class 23 contains 26441 members 
Mstep: Class 24 contains 10012 members 
Mstep: Class 25 contains 47725 members 
Mstep: Class 26 contains 8263 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16530 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570416.000000 Penalty: 128518.421875
Iteration 438Q: 37 clusters Score -2.055704e+08 nChanged 97
Entering ConstructFrom: 
Score: -205570416.000000 Penalty: 128518.421875
Entering ConstructFrom: 
Trying to split cluster 1 (46892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Entering Unmasked Estep 
Score: -5501059.000000 Penalty: 2667.389160
	Iteration 0F: 2 clusters Score -5501059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5469298.000000 Penalty: 5334.778320
	Iteration 0F: 3 clusters Score -5469298 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5481241.500000 Penalty: 5334.778320
	Iteration 1F: 3 clusters Score -5481242 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -5481870.000000 Penalty: 5334.778320
	Iteration 2Q: 3 clusters Score -5481870 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5482615.500000 Penalty: 5334.778320
	Iteration 3Q: 3 clusters Score -5482616 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5483385.500000 Penalty: 5334.778320
	Iteration 4Q: 3 clusters Score -5483386 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -5484601.500000 Penalty: 5334.778320
	Iteration 5F: 3 clusters Score -5484602 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -5486151.000000 Penalty: 5334.778320
	Iteration 6F: 3 clusters Score -5486151 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5487884.000000 Penalty: 5334.778320
	Iteration 7F: 3 clusters Score -5487884 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -5489508.500000 Penalty: 5334.778320
	Iteration 8F: 3 clusters Score -5489508 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5490950.500000 Penalty: 5334.778320
	Iteration 9F: 3 clusters Score -5490950 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -5491982.500000 Penalty: 5334.778320
	Iteration 10Q: 3 clusters Score -5491982 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -5492708.500000 Penalty: 5334.778320
	Iteration 11Q: 3 clusters Score -5492708 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5493249.000000 Penalty: 5334.778320
	Iteration 12Q: 3 clusters Score -5493249 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -5493751.500000 Penalty: 5334.778320
	Iteration 13Q: 3 clusters Score -5493752 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5494282.000000 Penalty: 5334.778320
	Iteration 14Q: 3 clusters Score -5494282 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5494817.000000 Penalty: 5334.778320
	Iteration 15Q: 3 clusters Score -5494817 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5495429.500000 Penalty: 5334.778320
	Iteration 16Q: 3 clusters Score -5495430 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5496060.000000 Penalty: 5334.778320
	Iteration 17Q: 3 clusters Score -5496060 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5496696.500000 Penalty: 5334.778320
	Iteration 18Q: 3 clusters Score -5496696 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5497226.000000 Penalty: 5334.778320
	Iteration 19Q: 3 clusters Score -5497226 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5497710.000000 Penalty: 5334.778320
	Iteration 20F: 3 clusters Score -5497710 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5498115.000000 Penalty: 5334.778320
	Iteration 21Q: 3 clusters Score -5498115 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5498384.500000 Penalty: 5334.778320
	Iteration 22Q: 3 clusters Score -5498384 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5498583.500000 Penalty: 5334.778320
	Iteration 23Q: 3 clusters Score -5498584 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -5498730.500000 Penalty: 5334.778320
	Iteration 24Q: 3 clusters Score -5498730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5498851.000000 Penalty: 5334.778320
	Iteration 25Q: 3 clusters Score -5498851 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5498904.500000 Penalty: 5334.778320
	Iteration 26Q: 3 clusters Score -5498904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5498972.000000 Penalty: 5334.778320
	Iteration 27Q: 3 clusters Score -5498972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -5499027.500000 Penalty: 5334.778320
	Iteration 28Q: 3 clusters Score -5499028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5499048.000000 Penalty: 5334.778320
	Iteration 29Q: 3 clusters Score -5499048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -5499050.500000 Penalty: 5334.778320
	Iteration 30Q: 3 clusters Score -5499050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -5499060.500000 Penalty: 5334.778320
	Iteration 31Q: 3 clusters Score -5499060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -5499070.000000 Penalty: 5334.778320
	Iteration 32Q: 3 clusters Score -5499070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -5499068.000000 Penalty: 5334.778320
	Iteration 33Q: 3 clusters Score -5499068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -5499080.500000 Penalty: 5334.778320
	Iteration 34Q: 3 clusters Score -5499080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -5499076.500000 Penalty: 5334.778320
	Iteration 35Q: 3 clusters Score -5499076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5499077.000000 Penalty: 5334.778320
	Iteration 36Q: 3 clusters Score -5499077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -5499083.000000 Penalty: 5334.778320
	Iteration 37Q: 3 clusters Score -5499083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -5499082.000000 Penalty: 5334.778320
	Iteration 38Q: 3 clusters Score -5499082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -5499082.000000 Penalty: 5334.778320
	Iteration 39F: 3 clusters Score -5499082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Entering Unmasked Estep 
Score: -772359.687500 Penalty: 2179.646729
	Iteration 0F: 2 clusters Score -772359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -766940.375000 Penalty: 4359.293457
	Iteration 0F: 3 clusters Score -766940.4 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -768367.937500 Penalty: 4359.293457
	Iteration 1F: 3 clusters Score -768367.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -768596.750000 Penalty: 4359.293457
	Iteration 2F: 3 clusters Score -768596.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -768810.625000 Penalty: 4359.293457
	Iteration 3F: 3 clusters Score -768810.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -769065.312500 Penalty: 4359.293457
	Iteration 4F: 3 clusters Score -769065.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -769349.937500 Penalty: 4359.293457
	Iteration 5F: 3 clusters Score -769349.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -769653.750000 Penalty: 4359.293457
	Iteration 6F: 3 clusters Score -769653.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -769978.562500 Penalty: 4359.293457
	Iteration 7F: 3 clusters Score -769978.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -770271.312500 Penalty: 4359.293457
	Iteration 8Q: 3 clusters Score -770271.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -770478.375000 Penalty: 4359.293457
	Iteration 9Q: 3 clusters Score -770478.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -770618.187500 Penalty: 4359.293457
	Iteration 10Q: 3 clusters Score -770618.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -770710.500000 Penalty: 4359.293457
	Iteration 11Q: 3 clusters Score -770710.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -770758.375000 Penalty: 4359.293457
	Iteration 12Q: 3 clusters Score -770758.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -770791.937500 Penalty: 4359.293457
	Iteration 13Q: 3 clusters Score -770791.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -770817.187500 Penalty: 4359.293457
	Iteration 14Q: 3 clusters Score -770817.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -770836.875000 Penalty: 4359.293457
	Iteration 15Q: 3 clusters Score -770836.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -770860.625000 Penalty: 4359.293457
	Iteration 16Q: 3 clusters Score -770860.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -770874.500000 Penalty: 4359.293457
	Iteration 17Q: 3 clusters Score -770874.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -770884.062500 Penalty: 4359.293457
	Iteration 18Q: 3 clusters Score -770884.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -770894.125000 Penalty: 4359.293457
	Iteration 19Q: 3 clusters Score -770894.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -770903.625000 Penalty: 4359.293457
	Iteration 20F: 3 clusters Score -770903.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -770914.562500 Penalty: 4359.293457
	Iteration 21Q: 3 clusters Score -770914.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -770926.250000 Penalty: 4359.293457
	Iteration 22Q: 3 clusters Score -770926.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -770932.625000 Penalty: 4359.293457
	Iteration 23Q: 3 clusters Score -770932.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -770938.312500 Penalty: 4359.293457
	Iteration 24Q: 3 clusters Score -770938.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -770942.437500 Penalty: 4359.293457
	Iteration 25Q: 3 clusters Score -770942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -770946.375000 Penalty: 4359.293457
	Iteration 26Q: 3 clusters Score -770946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -770950.187500 Penalty: 4359.293457
	Iteration 27Q: 3 clusters Score -770950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -770952.250000 Penalty: 4359.293457
	Iteration 28Q: 3 clusters Score -770952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -770956.812500 Penalty: 4359.293457
	Iteration 29Q: 3 clusters Score -770956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -770959.625000 Penalty: 4359.293457
	Iteration 30Q: 3 clusters Score -770959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -770962.125000 Penalty: 4359.293457
	Iteration 31Q: 3 clusters Score -770962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -770963.375000 Penalty: 4359.293457
	Iteration 32Q: 3 clusters Score -770963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -770963.875000 Penalty: 4359.293457
	Iteration 33Q: 3 clusters Score -770963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -770963.687500 Penalty: 4359.293457
	Iteration 34Q: 3 clusters Score -770963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -770965.125000 Penalty: 4359.293457
	Iteration 35Q: 3 clusters Score -770965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -770967.562500 Penalty: 4359.293457
	Iteration 36Q: 3 clusters Score -770967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -770967.812500 Penalty: 4359.293457
	Iteration 37Q: 3 clusters Score -770967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -770972.062500 Penalty: 4359.293457
	Iteration 38Q: 3 clusters Score -770972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -770974.750000 Penalty: 4359.293457
	Iteration 39Q: 3 clusters Score -770974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -770980.562500 Penalty: 4359.293457
	Iteration 40F: 3 clusters Score -770980.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -770986.875000 Penalty: 4359.293457
	Iteration 41Q: 3 clusters Score -770986.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -770995.875000 Penalty: 4359.293457
	Iteration 42Q: 3 clusters Score -770995.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -771004.250000 Penalty: 4359.293457
	Iteration 43Q: 3 clusters Score -771004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -771012.375000 Penalty: 4359.293457
	Iteration 44Q: 3 clusters Score -771012.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -771017.375000 Penalty: 4359.293457
	Iteration 45Q: 3 clusters Score -771017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -771024.187500 Penalty: 4359.293457
	Iteration 46Q: 3 clusters Score -771024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -771031.437500 Penalty: 4359.293457
	Iteration 47Q: 3 clusters Score -771031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -771032.125000 Penalty: 4359.293457
	Iteration 48Q: 3 clusters Score -771032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -771034.000000 Penalty: 4359.293457
	Iteration 49Q: 3 clusters Score -771034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -771035.562500 Penalty: 4359.293457
	Iteration 50Q: 3 clusters Score -771035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -771038.000000 Penalty: 4359.293457
	Iteration 51Q: 3 clusters Score -771038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -771039.562500 Penalty: 4359.293457
	Iteration 52Q: 3 clusters Score -771039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -771044.625000 Penalty: 4359.293457
	Iteration 53Q: 3 clusters Score -771044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -771050.562500 Penalty: 4359.293457
	Iteration 54Q: 3 clusters Score -771050.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -771055.562500 Penalty: 4359.293457
	Iteration 55Q: 3 clusters Score -771055.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -771061.750000 Penalty: 4359.293457
	Iteration 56Q: 3 clusters Score -771061.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -771066.625000 Penalty: 4359.293457
	Iteration 57Q: 3 clusters Score -771066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -771067.125000 Penalty: 4359.293457
	Iteration 58Q: 3 clusters Score -771067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -771069.312500 Penalty: 4359.293457
	Iteration 59Q: 3 clusters Score -771069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -771073.187500 Penalty: 4359.293457
	Iteration 60F: 3 clusters Score -771073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -771072.875000 Penalty: 4359.293457
	Iteration 61Q: 3 clusters Score -771072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -771072.875000 Penalty: 4359.293457
	Iteration 62F: 3 clusters Score -771072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167496 members 
Entering Unmasked Estep 
Score: -20117216.000000 Penalty: 2983.121338
	Iteration 0F: 2 clusters Score -2.011722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -20007930.000000 Penalty: 5966.242676
	Iteration 0F: 3 clusters Score -2.000793e+07 nChanged 80408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -20054864.000000 Penalty: 5966.242676
	Iteration 1F: 3 clusters Score -2.005486e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 84632 members 
Entering Unmasked Estep 
Score: -20056250.000000 Penalty: 5966.242676
	Iteration 2Q: 3 clusters Score -2.005625e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -20057990.000000 Penalty: 5966.242676
	Iteration 3Q: 3 clusters Score -2.005799e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -20059912.000000 Penalty: 5966.242676
	Iteration 4Q: 3 clusters Score -2.005991e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -20062552.000000 Penalty: 5966.242676
	Iteration 5Q: 3 clusters Score -2.006255e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -20065714.000000 Penalty: 5966.242676
	Iteration 6Q: 3 clusters Score -2.006571e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -20068716.000000 Penalty: 5966.242676
	Iteration 7Q: 3 clusters Score -2.006872e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -20071478.000000 Penalty: 5966.242676
	Iteration 8Q: 3 clusters Score -2.007148e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -20073986.000000 Penalty: 5966.242676
	Iteration 9Q: 3 clusters Score -2.007399e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -20076012.000000 Penalty: 5966.242676
	Iteration 10Q: 3 clusters Score -2.007601e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -20077954.000000 Penalty: 5966.242676
	Iteration 11Q: 3 clusters Score -2.007795e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -20080254.000000 Penalty: 5966.242676
	Iteration 12Q: 3 clusters Score -2.008025e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -20083712.000000 Penalty: 5966.242676
	Iteration 13Q: 3 clusters Score -2.008371e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -20087758.000000 Penalty: 5966.242676
	Iteration 14Q: 3 clusters Score -2.008776e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -20091590.000000 Penalty: 5966.242676
	Iteration 15Q: 3 clusters Score -2.009159e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -20094222.000000 Penalty: 5966.242676
	Iteration 16Q: 3 clusters Score -2.009422e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -20095704.000000 Penalty: 5966.242676
	Iteration 17Q: 3 clusters Score -2.00957e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -20096608.000000 Penalty: 5966.242676
	Iteration 18Q: 3 clusters Score -2.009661e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -20097140.000000 Penalty: 5966.242676
	Iteration 19Q: 3 clusters Score -2.009714e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -20097680.000000 Penalty: 5966.242676
	Iteration 20F: 3 clusters Score -2.009768e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -20098098.000000 Penalty: 5966.242676
	Iteration 21Q: 3 clusters Score -2.00981e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -20098510.000000 Penalty: 5966.242676
	Iteration 22Q: 3 clusters Score -2.009851e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -20098866.000000 Penalty: 5966.242676
	Iteration 23Q: 3 clusters Score -2.009887e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -20099210.000000 Penalty: 5966.242676
	Iteration 24Q: 3 clusters Score -2.009921e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -20099574.000000 Penalty: 5966.242676
	Iteration 25Q: 3 clusters Score -2.009957e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -20099882.000000 Penalty: 5966.242676
	Iteration 26Q: 3 clusters Score -2.009988e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -20100238.000000 Penalty: 5966.242676
	Iteration 27Q: 3 clusters Score -2.010024e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109989 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -20100548.000000 Penalty: 5966.242676
	Iteration 28Q: 3 clusters Score -2.010055e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111443 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -20100964.000000 Penalty: 5966.242676
	Iteration 29Q: 3 clusters Score -2.010096e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -20101412.000000 Penalty: 5966.242676
	Iteration 30Q: 3 clusters Score -2.010141e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -20101768.000000 Penalty: 5966.242676
	Iteration 31Q: 3 clusters Score -2.010177e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -20102032.000000 Penalty: 5966.242676
	Iteration 32Q: 3 clusters Score -2.010203e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -20102408.000000 Penalty: 5966.242676
	Iteration 33Q: 3 clusters Score -2.010241e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118787 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -20102662.000000 Penalty: 5966.242676
	Iteration 34Q: 3 clusters Score -2.010266e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -20102908.000000 Penalty: 5966.242676
	Iteration 35Q: 3 clusters Score -2.010291e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121936 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -20103312.000000 Penalty: 5966.242676
	Iteration 36Q: 3 clusters Score -2.010331e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123566 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -20103746.000000 Penalty: 5966.242676
	Iteration 37Q: 3 clusters Score -2.010375e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -20104220.000000 Penalty: 5966.242676
	Iteration 38Q: 3 clusters Score -2.010422e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -20104724.000000 Penalty: 5966.242676
	Iteration 39Q: 3 clusters Score -2.010472e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -20105274.000000 Penalty: 5966.242676
	Iteration 40F: 3 clusters Score -2.010527e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130828 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -20105704.000000 Penalty: 5966.242676
	Iteration 41Q: 3 clusters Score -2.01057e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132704 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -20106080.000000 Penalty: 5966.242676
	Iteration 42Q: 3 clusters Score -2.010608e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134696 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -20106668.000000 Penalty: 5966.242676
	Iteration 43Q: 3 clusters Score -2.010667e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -20107342.000000 Penalty: 5966.242676
	Iteration 44Q: 3 clusters Score -2.010734e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -20107872.000000 Penalty: 5966.242676
	Iteration 45Q: 3 clusters Score -2.010787e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -20108466.000000 Penalty: 5966.242676
	Iteration 46Q: 3 clusters Score -2.010847e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -20109206.000000 Penalty: 5966.242676
	Iteration 47Q: 3 clusters Score -2.010921e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -20109966.000000 Penalty: 5966.242676
	Iteration 48Q: 3 clusters Score -2.010997e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146548 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -20110684.000000 Penalty: 5966.242676
	Iteration 49Q: 3 clusters Score -2.011068e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148488 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -20111474.000000 Penalty: 5966.242676
	Iteration 50Q: 3 clusters Score -2.011147e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -20112094.000000 Penalty: 5966.242676
	Iteration 51Q: 3 clusters Score -2.011209e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -20112656.000000 Penalty: 5966.242676
	Iteration 52Q: 3 clusters Score -2.011266e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -20113150.000000 Penalty: 5966.242676
	Iteration 53Q: 3 clusters Score -2.011315e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155123 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -20113560.000000 Penalty: 5966.242676
	Iteration 54Q: 3 clusters Score -2.011356e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -20113862.000000 Penalty: 5966.242676
	Iteration 55Q: 3 clusters Score -2.011386e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -20114198.000000 Penalty: 5966.242676
	Iteration 56Q: 3 clusters Score -2.01142e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -20114584.000000 Penalty: 5966.242676
	Iteration 57Q: 3 clusters Score -2.011458e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -20114768.000000 Penalty: 5966.242676
	Iteration 58Q: 3 clusters Score -2.011477e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -20114884.000000 Penalty: 5966.242676
	Iteration 59Q: 3 clusters Score -2.011488e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -20115028.000000 Penalty: 5966.242676
	Iteration 60F: 3 clusters Score -2.011503e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -20115148.000000 Penalty: 5966.242676
	Iteration 61Q: 3 clusters Score -2.011515e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -20115266.000000 Penalty: 5966.242676
	Iteration 62Q: 3 clusters Score -2.011527e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162496 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -20115356.000000 Penalty: 5966.242676
	Iteration 63Q: 3 clusters Score -2.011536e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162819 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -20115336.000000 Penalty: 5966.242676
	Iteration 64Q: 3 clusters Score -2.011534e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163112 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -20115378.000000 Penalty: 5966.242676
	Iteration 65Q: 3 clusters Score -2.011538e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -20115430.000000 Penalty: 5966.242676
	Iteration 66Q: 3 clusters Score -2.011543e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -20115388.000000 Penalty: 5966.242676
	Iteration 67Q: 3 clusters Score -2.011539e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -20115430.000000 Penalty: 5966.242676
	Iteration 68Q: 3 clusters Score -2.011543e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163962 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -20115456.000000 Penalty: 5966.242676
	Iteration 69Q: 3 clusters Score -2.011546e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20115478.000000 Penalty: 5966.242676
	Iteration 70Q: 3 clusters Score -2.011548e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20115490.000000 Penalty: 5966.242676
	Iteration 71Q: 3 clusters Score -2.011549e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164309 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -20115478.000000 Penalty: 5966.242676
	Iteration 72Q: 3 clusters Score -2.011548e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -20115488.000000 Penalty: 5966.242676
	Iteration 73Q: 3 clusters Score -2.011549e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -20115460.000000 Penalty: 5966.242676
	Iteration 74Q: 3 clusters Score -2.011546e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164558 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20115504.000000 Penalty: 5966.242676
	Iteration 75Q: 3 clusters Score -2.01155e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164636 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -20115516.000000 Penalty: 5966.242676
	Iteration 76Q: 3 clusters Score -2.011552e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -20115516.000000 Penalty: 5966.242676
	Iteration 77Q: 3 clusters Score -2.011552e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -20115526.000000 Penalty: 5966.242676
	Iteration 78Q: 3 clusters Score -2.011553e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -20115542.000000 Penalty: 5966.242676
	Iteration 79Q: 3 clusters Score -2.011554e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -20115582.000000 Penalty: 5966.242676
	Iteration 80F: 3 clusters Score -2.011558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -20115604.000000 Penalty: 5966.242676
	Iteration 81Q: 3 clusters Score -2.01156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164985 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -20115600.000000 Penalty: 5966.242676
	Iteration 82Q: 3 clusters Score -2.01156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20115576.000000 Penalty: 5966.242676
	Iteration 83Q: 3 clusters Score -2.011558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -20115550.000000 Penalty: 5966.242676
	Iteration 84Q: 3 clusters Score -2.011555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -20115560.000000 Penalty: 5966.242676
	Iteration 85Q: 3 clusters Score -2.011556e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165147 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20115524.000000 Penalty: 5966.242676
	Iteration 86Q: 3 clusters Score -2.011552e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -20115532.000000 Penalty: 5966.242676
	Iteration 87Q: 3 clusters Score -2.011553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -20115528.000000 Penalty: 5966.242676
	Iteration 88Q: 3 clusters Score -2.011553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -20115522.000000 Penalty: 5966.242676
	Iteration 89Q: 3 clusters Score -2.011552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165239 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20115528.000000 Penalty: 5966.242676
	Iteration 90Q: 3 clusters Score -2.011553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -20115528.000000 Penalty: 5966.242676
	Iteration 91Q: 3 clusters Score -2.011553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165289 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20115546.000000 Penalty: 5966.242676
	Iteration 92Q: 3 clusters Score -2.011555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -20115558.000000 Penalty: 5966.242676
	Iteration 93Q: 3 clusters Score -2.011556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165342 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -20115570.000000 Penalty: 5966.242676
	Iteration 94Q: 3 clusters Score -2.011557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165362 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20115574.000000 Penalty: 5966.242676
	Iteration 95Q: 3 clusters Score -2.011557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -20115566.000000 Penalty: 5966.242676
	Iteration 96Q: 3 clusters Score -2.011557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20115560.000000 Penalty: 5966.242676
	Iteration 97Q: 3 clusters Score -2.011556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165409 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -20115568.000000 Penalty: 5966.242676
	Iteration 98Q: 3 clusters Score -2.011557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20115596.000000 Penalty: 5966.242676
	Iteration 99Q: 3 clusters Score -2.01156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165422 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -20115578.000000 Penalty: 5966.242676
	Iteration 100F: 3 clusters Score -2.011558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -20115590.000000 Penalty: 5966.242676
	Iteration 101Q: 3 clusters Score -2.011559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20115574.000000 Penalty: 5966.242676
	Iteration 102Q: 3 clusters Score -2.011557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20115590.000000 Penalty: 5966.242676
	Iteration 103Q: 3 clusters Score -2.011559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20115592.000000 Penalty: 5966.242676
	Iteration 104Q: 3 clusters Score -2.011559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20115594.000000 Penalty: 5966.242676
	Iteration 105Q: 3 clusters Score -2.011559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -20115608.000000 Penalty: 5966.242676
	Iteration 106Q: 3 clusters Score -2.011561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20115612.000000 Penalty: 5966.242676
	Iteration 107Q: 3 clusters Score -2.011561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165501 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20115590.000000 Penalty: 5966.242676
	Iteration 108Q: 3 clusters Score -2.011559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165502 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -20115584.000000 Penalty: 5966.242676
	Iteration 109Q: 3 clusters Score -2.011558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -20115584.000000 Penalty: 5966.242676
	Iteration 110Q: 3 clusters Score -2.011558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -20115584.000000 Penalty: 5966.242676
	Iteration 111Q: 3 clusters Score -2.011558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165508 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -20115592.000000 Penalty: 5966.242676
	Iteration 112Q: 3 clusters Score -2.011559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -20115586.000000 Penalty: 5966.242676
	Iteration 113Q: 3 clusters Score -2.011559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165516 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -20115592.000000 Penalty: 5966.242676
	Iteration 114Q: 3 clusters Score -2.011559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20115594.000000 Penalty: 5966.242676
	Iteration 115Q: 3 clusters Score -2.011559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -20115590.000000 Penalty: 5966.242676
	Iteration 116Q: 3 clusters Score -2.011559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -20115590.000000 Penalty: 5966.242676
	Iteration 117F: 3 clusters Score -2.011559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Entering Unmasked Estep 
Score: -5421585.500000 Penalty: 2656.380615
	Iteration 0F: 2 clusters Score -5421586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5391295.500000 Penalty: 5312.761230
	Iteration 0F: 3 clusters Score -5391296 nChanged 20610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -5402575.000000 Penalty: 5312.761230
	Iteration 1F: 3 clusters Score -5402575 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5403080.500000 Penalty: 5312.761230
	Iteration 2Q: 3 clusters Score -5403080 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -5403578.500000 Penalty: 5312.761230
	Iteration 3Q: 3 clusters Score -5403578 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5403988.000000 Penalty: 5312.761230
	Iteration 4Q: 3 clusters Score -5403988 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5404346.000000 Penalty: 5312.761230
	Iteration 5Q: 3 clusters Score -5404346 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5404710.000000 Penalty: 5312.761230
	Iteration 6Q: 3 clusters Score -5404710 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5404983.500000 Penalty: 5312.761230
	Iteration 7Q: 3 clusters Score -5404984 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5405246.000000 Penalty: 5312.761230
	Iteration 8Q: 3 clusters Score -5405246 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5405545.500000 Penalty: 5312.761230
	Iteration 9Q: 3 clusters Score -5405546 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5405850.500000 Penalty: 5312.761230
	Iteration 10Q: 3 clusters Score -5405850 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5406141.500000 Penalty: 5312.761230
	Iteration 11Q: 3 clusters Score -5406142 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5406497.000000 Penalty: 5312.761230
	Iteration 12Q: 3 clusters Score -5406497 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5406895.500000 Penalty: 5312.761230
	Iteration 13Q: 3 clusters Score -5406896 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5407321.000000 Penalty: 5312.761230
	Iteration 14Q: 3 clusters Score -5407321 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5407811.000000 Penalty: 5312.761230
	Iteration 15Q: 3 clusters Score -5407811 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -5408365.000000 Penalty: 5312.761230
	Iteration 16Q: 3 clusters Score -5408365 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5408924.000000 Penalty: 5312.761230
	Iteration 17Q: 3 clusters Score -5408924 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5409557.000000 Penalty: 5312.761230
	Iteration 18Q: 3 clusters Score -5409557 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5410369.000000 Penalty: 5312.761230
	Iteration 19Q: 3 clusters Score -5410369 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -5411281.500000 Penalty: 5312.761230
	Iteration 20F: 3 clusters Score -5411282 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -5412340.000000 Penalty: 5312.761230
	Iteration 21Q: 3 clusters Score -5412340 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5413381.500000 Penalty: 5312.761230
	Iteration 22Q: 3 clusters Score -5413382 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -5414327.000000 Penalty: 5312.761230
	Iteration 23Q: 3 clusters Score -5414327 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -5414995.500000 Penalty: 5312.761230
	Iteration 24Q: 3 clusters Score -5414996 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -5415631.000000 Penalty: 5312.761230
	Iteration 25Q: 3 clusters Score -5415631 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -5416175.500000 Penalty: 5312.761230
	Iteration 26Q: 3 clusters Score -5416176 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -5416568.000000 Penalty: 5312.761230
	Iteration 27Q: 3 clusters Score -5416568 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5416891.500000 Penalty: 5312.761230
	Iteration 28Q: 3 clusters Score -5416892 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5417170.500000 Penalty: 5312.761230
	Iteration 29Q: 3 clusters Score -5417170 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -5417379.000000 Penalty: 5312.761230
	Iteration 30Q: 3 clusters Score -5417379 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5417591.000000 Penalty: 5312.761230
	Iteration 31Q: 3 clusters Score -5417591 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5417760.500000 Penalty: 5312.761230
	Iteration 32Q: 3 clusters Score -5417760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5417943.000000 Penalty: 5312.761230
	Iteration 33Q: 3 clusters Score -5417943 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5418046.500000 Penalty: 5312.761230
	Iteration 34Q: 3 clusters Score -5418046 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5418176.000000 Penalty: 5312.761230
	Iteration 35Q: 3 clusters Score -5418176 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -5418287.500000 Penalty: 5312.761230
	Iteration 36Q: 3 clusters Score -5418288 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5418385.000000 Penalty: 5312.761230
	Iteration 37Q: 3 clusters Score -5418385 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5418496.500000 Penalty: 5312.761230
	Iteration 38Q: 3 clusters Score -5418496 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5418612.000000 Penalty: 5312.761230
	Iteration 39Q: 3 clusters Score -5418612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5418702.500000 Penalty: 5312.761230
	Iteration 40F: 3 clusters Score -5418702 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5418801.500000 Penalty: 5312.761230
	Iteration 41Q: 3 clusters Score -5418802 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -5418878.000000 Penalty: 5312.761230
	Iteration 42Q: 3 clusters Score -5418878 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5418968.000000 Penalty: 5312.761230
	Iteration 43Q: 3 clusters Score -5418968 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5419026.500000 Penalty: 5312.761230
	Iteration 44Q: 3 clusters Score -5419026 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -5419099.000000 Penalty: 5312.761230
	Iteration 45Q: 3 clusters Score -5419099 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -5419135.500000 Penalty: 5312.761230
	Iteration 46Q: 3 clusters Score -5419136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5419172.500000 Penalty: 5312.761230
	Iteration 47Q: 3 clusters Score -5419172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5419193.500000 Penalty: 5312.761230
	Iteration 48Q: 3 clusters Score -5419194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5419198.500000 Penalty: 5312.761230
	Iteration 49Q: 3 clusters Score -5419198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -5419214.000000 Penalty: 5312.761230
	Iteration 50Q: 3 clusters Score -5419214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -5419244.000000 Penalty: 5312.761230
	Iteration 51Q: 3 clusters Score -5419244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5419257.000000 Penalty: 5312.761230
	Iteration 52Q: 3 clusters Score -5419257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -5419263.500000 Penalty: 5312.761230
	Iteration 53Q: 3 clusters Score -5419264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -5419295.000000 Penalty: 5312.761230
	Iteration 54Q: 3 clusters Score -5419295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5419295.500000 Penalty: 5312.761230
	Iteration 55Q: 3 clusters Score -5419296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5419305.000000 Penalty: 5312.761230
	Iteration 56Q: 3 clusters Score -5419305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -5419312.500000 Penalty: 5312.761230
	Iteration 57Q: 3 clusters Score -5419312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -5419321.000000 Penalty: 5312.761230
	Iteration 58Q: 3 clusters Score -5419321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -5419330.000000 Penalty: 5312.761230
	Iteration 59Q: 3 clusters Score -5419330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5419323.000000 Penalty: 5312.761230
	Iteration 60F: 3 clusters Score -5419323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -5419325.500000 Penalty: 5312.761230
	Iteration 61Q: 3 clusters Score -5419326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -5419324.500000 Penalty: 5312.761230
	Iteration 62Q: 3 clusters Score -5419324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -5419333.000000 Penalty: 5312.761230
	Iteration 63Q: 3 clusters Score -5419333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5419332.500000 Penalty: 5312.761230
	Iteration 64Q: 3 clusters Score -5419332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -5419338.500000 Penalty: 5312.761230
	Iteration 65Q: 3 clusters Score -5419338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5419332.000000 Penalty: 5312.761230
	Iteration 66Q: 3 clusters Score -5419332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -5419336.500000 Penalty: 5312.761230
	Iteration 67Q: 3 clusters Score -5419336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5419332.500000 Penalty: 5312.761230
	Iteration 68Q: 3 clusters Score -5419332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -5419338.500000 Penalty: 5312.761230
	Iteration 69Q: 3 clusters Score -5419338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -5419339.000000 Penalty: 5312.761230
	Iteration 70Q: 3 clusters Score -5419339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5419340.500000 Penalty: 5312.761230
	Iteration 71Q: 3 clusters Score -5419340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -5419340.500000 Penalty: 5312.761230
	Iteration 72Q: 3 clusters Score -5419340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5419346.500000 Penalty: 5312.761230
	Iteration 73Q: 3 clusters Score -5419346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -5419352.500000 Penalty: 5312.761230
	Iteration 74Q: 3 clusters Score -5419352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5419352.000000 Penalty: 5312.761230
	Iteration 75Q: 3 clusters Score -5419352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -5419342.000000 Penalty: 5312.761230
	Iteration 76Q: 3 clusters Score -5419342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5419349.000000 Penalty: 5312.761230
	Iteration 77Q: 3 clusters Score -5419349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -5419350.000000 Penalty: 5312.761230
	Iteration 78Q: 3 clusters Score -5419350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5419355.500000 Penalty: 5312.761230
	Iteration 79Q: 3 clusters Score -5419356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5419356.500000 Penalty: 5312.761230
	Iteration 80F: 3 clusters Score -5419356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5419356.000000 Penalty: 5312.761230
	Iteration 81Q: 3 clusters Score -5419356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5419363.500000 Penalty: 5312.761230
	Iteration 82Q: 3 clusters Score -5419364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5419369.000000 Penalty: 5312.761230
	Iteration 83Q: 3 clusters Score -5419369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5419364.000000 Penalty: 5312.761230
	Iteration 84Q: 3 clusters Score -5419364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5419368.000000 Penalty: 5312.761230
	Iteration 85Q: 3 clusters Score -5419368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5419371.500000 Penalty: 5312.761230
	Iteration 86Q: 3 clusters Score -5419372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5419380.500000 Penalty: 5312.761230
	Iteration 87Q: 3 clusters Score -5419380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5419374.000000 Penalty: 5312.761230
	Iteration 88Q: 3 clusters Score -5419374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -5419381.000000 Penalty: 5312.761230
	Iteration 89Q: 3 clusters Score -5419381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5419383.500000 Penalty: 5312.761230
	Iteration 90Q: 3 clusters Score -5419384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5419394.500000 Penalty: 5312.761230
	Iteration 91Q: 3 clusters Score -5419394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5419396.500000 Penalty: 5312.761230
	Iteration 92Q: 3 clusters Score -5419396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5419389.500000 Penalty: 5312.761230
	Iteration 93Q: 3 clusters Score -5419390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -5419391.500000 Penalty: 5312.761230
	Iteration 94Q: 3 clusters Score -5419392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -5419392.000000 Penalty: 5312.761230
	Iteration 95Q: 3 clusters Score -5419392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5419405.000000 Penalty: 5312.761230
	Iteration 96Q: 3 clusters Score -5419405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -5419416.500000 Penalty: 5312.761230
	Iteration 97Q: 3 clusters Score -5419416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5419415.500000 Penalty: 5312.761230
	Iteration 98Q: 3 clusters Score -5419416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5419417.000000 Penalty: 5312.761230
	Iteration 99Q: 3 clusters Score -5419417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5419418.500000 Penalty: 5312.761230
	Iteration 100F: 3 clusters Score -5419418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -5419416.500000 Penalty: 5312.761230
	Iteration 101Q: 3 clusters Score -5419416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5419416.500000 Penalty: 5312.761230
	Iteration 102Q: 3 clusters Score -5419416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -5419421.500000 Penalty: 5312.761230
	Iteration 103Q: 3 clusters Score -5419422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -5419423.000000 Penalty: 5312.761230
	Iteration 104Q: 3 clusters Score -5419423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5419423.500000 Penalty: 5312.761230
	Iteration 105Q: 3 clusters Score -5419424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5419426.000000 Penalty: 5312.761230
	Iteration 106Q: 3 clusters Score -5419426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5419428.000000 Penalty: 5312.761230
	Iteration 107Q: 3 clusters Score -5419428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -5419430.500000 Penalty: 5312.761230
	Iteration 108Q: 3 clusters Score -5419430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -5419429.000000 Penalty: 5312.761230
	Iteration 109Q: 3 clusters Score -5419429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5419425.500000 Penalty: 5312.761230
	Iteration 110Q: 3 clusters Score -5419426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5419421.000000 Penalty: 5312.761230
	Iteration 111Q: 3 clusters Score -5419421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -5419417.500000 Penalty: 5312.761230
	Iteration 112Q: 3 clusters Score -5419418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5419417.500000 Penalty: 5312.761230
	Iteration 113Q: 3 clusters Score -5419418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -5419417.500000 Penalty: 5312.761230
	Iteration 114Q: 3 clusters Score -5419418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5419417.000000 Penalty: 5312.761230
	Iteration 115Q: 3 clusters Score -5419417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5419418.000000 Penalty: 5312.761230
	Iteration 116Q: 3 clusters Score -5419418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5419419.500000 Penalty: 5312.761230
	Iteration 117Q: 3 clusters Score -5419420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5419421.000000 Penalty: 5312.761230
	Iteration 118Q: 3 clusters Score -5419421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5419429.500000 Penalty: 5312.761230
	Iteration 119Q: 3 clusters Score -5419430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5419429.500000 Penalty: 5312.761230
	Iteration 120F: 3 clusters Score -5419430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Entering Unmasked Estep 
Score: -4698277.500000 Penalty: 2625.685791
	Iteration 0F: 2 clusters Score -4698278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4671397.500000 Penalty: 5251.371582
	Iteration 0F: 3 clusters Score -4671398 nChanged 18208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4681475.000000 Penalty: 5251.371582
	Iteration 1F: 3 clusters Score -4681475 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4681973.000000 Penalty: 5251.371582
	Iteration 2Q: 3 clusters Score -4681973 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4682446.000000 Penalty: 5251.371582
	Iteration 3Q: 3 clusters Score -4682446 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4682948.500000 Penalty: 5251.371582
	Iteration 4Q: 3 clusters Score -4682948 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4683583.000000 Penalty: 5251.371582
	Iteration 5Q: 3 clusters Score -4683583 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4684453.500000 Penalty: 5251.371582
	Iteration 6Q: 3 clusters Score -4684454 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4685778.000000 Penalty: 5251.371582
	Iteration 7F: 3 clusters Score -4685778 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -4687940.500000 Penalty: 5251.371582
	Iteration 8F: 3 clusters Score -4687940 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -4690464.500000 Penalty: 5251.371582
	Iteration 9F: 3 clusters Score -4690464 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4692799.000000 Penalty: 5251.371582
	Iteration 10F: 3 clusters Score -4692799 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4694323.000000 Penalty: 5251.371582
	Iteration 11Q: 3 clusters Score -4694323 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4695125.500000 Penalty: 5251.371582
	Iteration 12Q: 3 clusters Score -4695126 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4695552.000000 Penalty: 5251.371582
	Iteration 13Q: 3 clusters Score -4695552 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4695748.000000 Penalty: 5251.371582
	Iteration 14Q: 3 clusters Score -4695748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4695835.000000 Penalty: 5251.371582
	Iteration 15Q: 3 clusters Score -4695835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4695879.000000 Penalty: 5251.371582
	Iteration 16Q: 3 clusters Score -4695879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4695920.000000 Penalty: 5251.371582
	Iteration 17Q: 3 clusters Score -4695920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4695950.000000 Penalty: 5251.371582
	Iteration 18Q: 3 clusters Score -4695950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4695967.000000 Penalty: 5251.371582
	Iteration 19Q: 3 clusters Score -4695967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4695978.500000 Penalty: 5251.371582
	Iteration 20F: 3 clusters Score -4695978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4695989.000000 Penalty: 5251.371582
	Iteration 21Q: 3 clusters Score -4695989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4696004.000000 Penalty: 5251.371582
	Iteration 22Q: 3 clusters Score -4696004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4696005.000000 Penalty: 5251.371582
	Iteration 23Q: 3 clusters Score -4696005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4696011.000000 Penalty: 5251.371582
	Iteration 24Q: 3 clusters Score -4696011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4696024.500000 Penalty: 5251.371582
	Iteration 25Q: 3 clusters Score -4696024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4696038.500000 Penalty: 5251.371582
	Iteration 26Q: 3 clusters Score -4696038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4696039.500000 Penalty: 5251.371582
	Iteration 27Q: 3 clusters Score -4696040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4696039.500000 Penalty: 5251.371582
	Iteration 28F: 3 clusters Score -4696040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Entering Unmasked Estep 
Score: -1709245.000000 Penalty: 2390.875732
	Iteration 0F: 2 clusters Score -1709245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1698211.375000 Penalty: 4781.751465
	Iteration 0F: 3 clusters Score -1698211 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1701802.625000 Penalty: 4781.751465
	Iteration 1F: 3 clusters Score -1701803 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1702336.375000 Penalty: 4781.751465
	Iteration 2F: 3 clusters Score -1702336 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1703045.750000 Penalty: 4781.751465
	Iteration 3F: 3 clusters Score -1703046 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1704075.375000 Penalty: 4781.751465
	Iteration 4F: 3 clusters Score -1704075 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1705427.375000 Penalty: 4781.751465
	Iteration 5F: 3 clusters Score -1705427 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1706694.375000 Penalty: 4781.751465
	Iteration 6F: 3 clusters Score -1706694 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1707519.000000 Penalty: 4781.751465
	Iteration 7F: 3 clusters Score -1707519 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1708021.875000 Penalty: 4781.751465
	Iteration 8Q: 3 clusters Score -1708022 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1708364.875000 Penalty: 4781.751465
	Iteration 9Q: 3 clusters Score -1708365 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1708530.125000 Penalty: 4781.751465
	Iteration 10Q: 3 clusters Score -1708530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1708589.125000 Penalty: 4781.751465
	Iteration 11Q: 3 clusters Score -1708589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1708620.750000 Penalty: 4781.751465
	Iteration 12Q: 3 clusters Score -1708621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1708633.375000 Penalty: 4781.751465
	Iteration 13Q: 3 clusters Score -1708633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1708638.125000 Penalty: 4781.751465
	Iteration 14Q: 3 clusters Score -1708638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1708639.625000 Penalty: 4781.751465
	Iteration 15Q: 3 clusters Score -1708640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1708642.625000 Penalty: 4781.751465
	Iteration 16Q: 3 clusters Score -1708643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1708646.750000 Penalty: 4781.751465
	Iteration 17Q: 3 clusters Score -1708647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1708648.250000 Penalty: 4781.751465
	Iteration 18Q: 3 clusters Score -1708648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1708651.875000 Penalty: 4781.751465
	Iteration 19Q: 3 clusters Score -1708652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1708652.125000 Penalty: 4781.751465
	Iteration 20F: 3 clusters Score -1708652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1708651.750000 Penalty: 4781.751465
	Iteration 21Q: 3 clusters Score -1708652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1708654.750000 Penalty: 4781.751465
	Iteration 22Q: 3 clusters Score -1708655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1708657.625000 Penalty: 4781.751465
	Iteration 23Q: 3 clusters Score -1708658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1708658.625000 Penalty: 4781.751465
	Iteration 24Q: 3 clusters Score -1708659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1708658.625000 Penalty: 4781.751465
	Iteration 25F: 3 clusters Score -1708659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Entering Unmasked Estep 
Score: -830497.187500 Penalty: 2194.750732
	Iteration 0F: 2 clusters Score -830497.2 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 3521 members 
Entering Unmasked Estep 
Score: -824765.687500 Penalty: 4389.501465
	Iteration 0F: 3 clusters Score -824765.7 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -826324.875000 Penalty: 4389.501465
	Iteration 1F: 3 clusters Score -826324.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -826571.062500 Penalty: 4389.501465
	Iteration 2F: 3 clusters Score -826571.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -826743.000000 Penalty: 4389.501465
	Iteration 3Q: 3 clusters Score -826743 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -826867.500000 Penalty: 4389.501465
	Iteration 4Q: 3 clusters Score -826867.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -826960.437500 Penalty: 4389.501465
	Iteration 5Q: 3 clusters Score -826960.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -827026.562500 Penalty: 4389.501465
	Iteration 6Q: 3 clusters Score -827026.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -827090.562500 Penalty: 4389.501465
	Iteration 7Q: 3 clusters Score -827090.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -827154.187500 Penalty: 4389.501465
	Iteration 8Q: 3 clusters Score -827154.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -827232.812500 Penalty: 4389.501465
	Iteration 9Q: 3 clusters Score -827232.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -827328.875000 Penalty: 4389.501465
	Iteration 10Q: 3 clusters Score -827328.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -827436.562500 Penalty: 4389.501465
	Iteration 11Q: 3 clusters Score -827436.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -827564.250000 Penalty: 4389.501465
	Iteration 12Q: 3 clusters Score -827564.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -827715.562500 Penalty: 4389.501465
	Iteration 13Q: 3 clusters Score -827715.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -827890.062500 Penalty: 4389.501465
	Iteration 14Q: 3 clusters Score -827890.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -828085.750000 Penalty: 4389.501465
	Iteration 15Q: 3 clusters Score -828085.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -828278.562500 Penalty: 4389.501465
	Iteration 16Q: 3 clusters Score -828278.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -828418.937500 Penalty: 4389.501465
	Iteration 17Q: 3 clusters Score -828418.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -828531.937500 Penalty: 4389.501465
	Iteration 18Q: 3 clusters Score -828531.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -828635.687500 Penalty: 4389.501465
	Iteration 19Q: 3 clusters Score -828635.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -828729.062500 Penalty: 4389.501465
	Iteration 20F: 3 clusters Score -828729.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -828797.187500 Penalty: 4389.501465
	Iteration 21Q: 3 clusters Score -828797.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -828831.125000 Penalty: 4389.501465
	Iteration 22Q: 3 clusters Score -828831.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -828854.562500 Penalty: 4389.501465
	Iteration 23Q: 3 clusters Score -828854.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -828873.250000 Penalty: 4389.501465
	Iteration 24Q: 3 clusters Score -828873.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -828884.937500 Penalty: 4389.501465
	Iteration 25Q: 3 clusters Score -828884.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -828895.125000 Penalty: 4389.501465
	Iteration 26Q: 3 clusters Score -828895.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -828900.250000 Penalty: 4389.501465
	Iteration 27Q: 3 clusters Score -828900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -828903.687500 Penalty: 4389.501465
	Iteration 28Q: 3 clusters Score -828903.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -828911.000000 Penalty: 4389.501465
	Iteration 29Q: 3 clusters Score -828911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -828916.250000 Penalty: 4389.501465
	Iteration 30Q: 3 clusters Score -828916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -828922.750000 Penalty: 4389.501465
	Iteration 31Q: 3 clusters Score -828922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -828926.312500 Penalty: 4389.501465
	Iteration 32Q: 3 clusters Score -828926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -828928.437500 Penalty: 4389.501465
	Iteration 33Q: 3 clusters Score -828928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -828928.375000 Penalty: 4389.501465
	Iteration 34Q: 3 clusters Score -828928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -828928.562500 Penalty: 4389.501465
	Iteration 35Q: 3 clusters Score -828928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -828928.562500 Penalty: 4389.501465
	Iteration 36F: 3 clusters Score -828928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165753 members 
Entering Unmasked Estep 
Score: -19656872.000000 Penalty: 2980.527100
	Iteration 0F: 2 clusters Score -1.965687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -19547812.000000 Penalty: 5961.054199
	Iteration 0F: 3 clusters Score -1.954781e+07 nChanged 79301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -19594714.000000 Penalty: 5961.054199
	Iteration 1F: 3 clusters Score -1.959471e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -19597396.000000 Penalty: 5961.054199
	Iteration 2Q: 3 clusters Score -1.95974e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -19601150.000000 Penalty: 5961.054199
	Iteration 3F: 3 clusters Score -1.960115e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -19606152.000000 Penalty: 5961.054199
	Iteration 4F: 3 clusters Score -1.960615e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 100191 members 
Entering Unmasked Estep 
Score: -19611740.000000 Penalty: 5961.054199
	Iteration 5F: 3 clusters Score -1.961174e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -19616812.000000 Penalty: 5961.054199
	Iteration 6F: 3 clusters Score -1.961681e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -19621378.000000 Penalty: 5961.054199
	Iteration 7F: 3 clusters Score -1.962138e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -19624914.000000 Penalty: 5961.054199
	Iteration 8Q: 3 clusters Score -1.962491e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 122629 members 
Entering Unmasked Estep 
Score: -19628262.000000 Penalty: 5961.054199
	Iteration 9Q: 3 clusters Score -1.962826e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -19631968.000000 Penalty: 5961.054199
	Iteration 10Q: 3 clusters Score -1.963197e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -19636262.000000 Penalty: 5961.054199
	Iteration 11Q: 3 clusters Score -1.963626e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -19641018.000000 Penalty: 5961.054199
	Iteration 12Q: 3 clusters Score -1.964102e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -19645656.000000 Penalty: 5961.054199
	Iteration 13Q: 3 clusters Score -1.964566e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 150127 members 
Entering Unmasked Estep 
Score: -19649060.000000 Penalty: 5961.054199
	Iteration 14Q: 3 clusters Score -1.964906e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 152703 members 
Entering Unmasked Estep 
Score: -19651178.000000 Penalty: 5961.054199
	Iteration 15Q: 3 clusters Score -1.965118e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -19652536.000000 Penalty: 5961.054199
	Iteration 16Q: 3 clusters Score -1.965254e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -19653228.000000 Penalty: 5961.054199
	Iteration 17Q: 3 clusters Score -1.965323e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
Score: -19653732.000000 Penalty: 5961.054199
	Iteration 18Q: 3 clusters Score -1.965373e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 157972 members 
Entering Unmasked Estep 
Score: -19654048.000000 Penalty: 5961.054199
	Iteration 19Q: 3 clusters Score -1.965405e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -19654350.000000 Penalty: 5961.054199
	Iteration 20F: 3 clusters Score -1.965435e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -19654558.000000 Penalty: 5961.054199
	Iteration 21Q: 3 clusters Score -1.965456e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 159940 members 
Entering Unmasked Estep 
Score: -19654610.000000 Penalty: 5961.054199
	Iteration 22Q: 3 clusters Score -1.965461e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -19654718.000000 Penalty: 5961.054199
	Iteration 23Q: 3 clusters Score -1.965472e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -19654810.000000 Penalty: 5961.054199
	Iteration 24Q: 3 clusters Score -1.965481e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -19654916.000000 Penalty: 5961.054199
	Iteration 25Q: 3 clusters Score -1.965492e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -19655006.000000 Penalty: 5961.054199
	Iteration 26Q: 3 clusters Score -1.965501e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 161771 members 
Entering Unmasked Estep 
Score: -19655064.000000 Penalty: 5961.054199
	Iteration 27Q: 3 clusters Score -1.965506e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -19655114.000000 Penalty: 5961.054199
	Iteration 28Q: 3 clusters Score -1.965511e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -19655126.000000 Penalty: 5961.054199
	Iteration 29Q: 3 clusters Score -1.965513e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 162340 members 
Entering Unmasked Estep 
Score: -19655110.000000 Penalty: 5961.054199
	Iteration 30Q: 3 clusters Score -1.965511e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -19655126.000000 Penalty: 5961.054199
	Iteration 31Q: 3 clusters Score -1.965513e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 162550 members 
Entering Unmasked Estep 
Score: -19655160.000000 Penalty: 5961.054199
	Iteration 32Q: 3 clusters Score -1.965516e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 162631 members 
Entering Unmasked Estep 
Score: -19655170.000000 Penalty: 5961.054199
	Iteration 33Q: 3 clusters Score -1.965517e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -19655188.000000 Penalty: 5961.054199
	Iteration 34Q: 3 clusters Score -1.965519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 162774 members 
Entering Unmasked Estep 
Score: -19655180.000000 Penalty: 5961.054199
	Iteration 35Q: 3 clusters Score -1.965518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 162827 members 
Entering Unmasked Estep 
Score: -19655180.000000 Penalty: 5961.054199
	Iteration 36Q: 3 clusters Score -1.965518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 162862 members 
Entering Unmasked Estep 
Score: -19655172.000000 Penalty: 5961.054199
	Iteration 37Q: 3 clusters Score -1.965517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 162895 members 
Entering Unmasked Estep 
Score: -19655176.000000 Penalty: 5961.054199
	Iteration 38Q: 3 clusters Score -1.965518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -19655180.000000 Penalty: 5961.054199
	Iteration 39Q: 3 clusters Score -1.965518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 162944 members 
Entering Unmasked Estep 
Score: -19655188.000000 Penalty: 5961.054199
	Iteration 40F: 3 clusters Score -1.965519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 162969 members 
Entering Unmasked Estep 
Score: -19655190.000000 Penalty: 5961.054199
	Iteration 41Q: 3 clusters Score -1.965519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -19655176.000000 Penalty: 5961.054199
	Iteration 42Q: 3 clusters Score -1.965518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 163010 members 
Entering Unmasked Estep 
Score: -19655180.000000 Penalty: 5961.054199
	Iteration 43Q: 3 clusters Score -1.965518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -19655198.000000 Penalty: 5961.054199
	Iteration 44Q: 3 clusters Score -1.96552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -19655184.000000 Penalty: 5961.054199
	Iteration 45Q: 3 clusters Score -1.965518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 163076 members 
Entering Unmasked Estep 
Score: -19655180.000000 Penalty: 5961.054199
	Iteration 46Q: 3 clusters Score -1.965518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -19655180.000000 Penalty: 5961.054199
	Iteration 47Q: 3 clusters Score -1.965518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 163123 members 
Entering Unmasked Estep 
Score: -19655184.000000 Penalty: 5961.054199
	Iteration 48Q: 3 clusters Score -1.965518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -19655182.000000 Penalty: 5961.054199
	Iteration 49Q: 3 clusters Score -1.965518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -19655178.000000 Penalty: 5961.054199
	Iteration 50Q: 3 clusters Score -1.965518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 163154 members 
Entering Unmasked Estep 
Score: -19655174.000000 Penalty: 5961.054199
	Iteration 51Q: 3 clusters Score -1.965517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -19655170.000000 Penalty: 5961.054199
	Iteration 52Q: 3 clusters Score -1.965517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -19655176.000000 Penalty: 5961.054199
	Iteration 53Q: 3 clusters Score -1.965518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -19655156.000000 Penalty: 5961.054199
	Iteration 54Q: 3 clusters Score -1.965516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -19655148.000000 Penalty: 5961.054199
	Iteration 55Q: 3 clusters Score -1.965515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -19655144.000000 Penalty: 5961.054199
	Iteration 56Q: 3 clusters Score -1.965514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 163226 members 
Entering Unmasked Estep 
Score: -19655136.000000 Penalty: 5961.054199
	Iteration 57Q: 3 clusters Score -1.965514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -19655124.000000 Penalty: 5961.054199
	Iteration 58Q: 3 clusters Score -1.965512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -19655130.000000 Penalty: 5961.054199
	Iteration 59Q: 3 clusters Score -1.965513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -19655128.000000 Penalty: 5961.054199
	Iteration 60F: 3 clusters Score -1.965513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -19655122.000000 Penalty: 5961.054199
	Iteration 61Q: 3 clusters Score -1.965512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -19655108.000000 Penalty: 5961.054199
	Iteration 62Q: 3 clusters Score -1.965511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 163259 members 
Entering Unmasked Estep 
Score: -19655112.000000 Penalty: 5961.054199
	Iteration 63Q: 3 clusters Score -1.965511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -19655118.000000 Penalty: 5961.054199
	Iteration 64Q: 3 clusters Score -1.965512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 163278 members 
Entering Unmasked Estep 
Score: -19655120.000000 Penalty: 5961.054199
	Iteration 65Q: 3 clusters Score -1.965512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 163284 members 
Entering Unmasked Estep 
Score: -19655118.000000 Penalty: 5961.054199
	Iteration 66Q: 3 clusters Score -1.965512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -19655110.000000 Penalty: 5961.054199
	Iteration 67Q: 3 clusters Score -1.965511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 163298 members 
Entering Unmasked Estep 
Score: -19655110.000000 Penalty: 5961.054199
	Iteration 68Q: 3 clusters Score -1.965511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 163305 members 
Entering Unmasked Estep 
Score: -19655114.000000 Penalty: 5961.054199
	Iteration 69Q: 3 clusters Score -1.965511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -19655124.000000 Penalty: 5961.054199
	Iteration 70Q: 3 clusters Score -1.965512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -19655108.000000 Penalty: 5961.054199
	Iteration 71Q: 3 clusters Score -1.965511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -19655118.000000 Penalty: 5961.054199
	Iteration 72Q: 3 clusters Score -1.965512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -19655116.000000 Penalty: 5961.054199
	Iteration 73Q: 3 clusters Score -1.965512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -19655116.000000 Penalty: 5961.054199
	Iteration 74Q: 3 clusters Score -1.965512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -19655126.000000 Penalty: 5961.054199
	Iteration 75Q: 3 clusters Score -1.965513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 163334 members 
Entering Unmasked Estep 
Score: -19655122.000000 Penalty: 5961.054199
	Iteration 76Q: 3 clusters Score -1.965512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -19655120.000000 Penalty: 5961.054199
	Iteration 77Q: 3 clusters Score -1.965512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -19655112.000000 Penalty: 5961.054199
	Iteration 78Q: 3 clusters Score -1.965511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -19655116.000000 Penalty: 5961.054199
	Iteration 79Q: 3 clusters Score -1.965512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -19655112.000000 Penalty: 5961.054199
	Iteration 80F: 3 clusters Score -1.965511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 163344 members 
Entering Unmasked Estep 
Score: -19655116.000000 Penalty: 5961.054199
	Iteration 81Q: 3 clusters Score -1.965512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -19655112.000000 Penalty: 5961.054199
	Iteration 82Q: 3 clusters Score -1.965511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -19655100.000000 Penalty: 5961.054199
	Iteration 83Q: 3 clusters Score -1.96551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 163350 members 
Entering Unmasked Estep 
Score: -19655104.000000 Penalty: 5961.054199
	Iteration 84Q: 3 clusters Score -1.96551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -19655106.000000 Penalty: 5961.054199
	Iteration 85Q: 3 clusters Score -1.965511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -19655108.000000 Penalty: 5961.054199
	Iteration 86Q: 3 clusters Score -1.965511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -19655108.000000 Penalty: 5961.054199
	Iteration 87Q: 3 clusters Score -1.965511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -19655108.000000 Penalty: 5961.054199
	Iteration 88F: 3 clusters Score -1.965511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Entering Unmasked Estep 
Score: -13341571.000000 Penalty: 2881.773926
	Iteration 0F: 2 clusters Score -1.334157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -13267267.000000 Penalty: 5763.547852
	Iteration 0F: 3 clusters Score -1.326727e+07 nChanged 52607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -13297421.000000 Penalty: 5763.547852
	Iteration 1F: 3 clusters Score -1.329742e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -13298705.000000 Penalty: 5763.547852
	Iteration 2Q: 3 clusters Score -1.32987e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -13300388.000000 Penalty: 5763.547852
	Iteration 3Q: 3 clusters Score -1.330039e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -13302504.000000 Penalty: 5763.547852
	Iteration 4Q: 3 clusters Score -1.33025e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -13305683.000000 Penalty: 5763.547852
	Iteration 5F: 3 clusters Score -1.330568e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -13310628.000000 Penalty: 5763.547852
	Iteration 6F: 3 clusters Score -1.331063e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -13317125.000000 Penalty: 5763.547852
	Iteration 7F: 3 clusters Score -1.331712e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -13323364.000000 Penalty: 5763.547852
	Iteration 8F: 3 clusters Score -1.332336e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -13327865.000000 Penalty: 5763.547852
	Iteration 9F: 3 clusters Score -1.332786e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -13331370.000000 Penalty: 5763.547852
	Iteration 10Q: 3 clusters Score -1.333137e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -13334333.000000 Penalty: 5763.547852
	Iteration 11Q: 3 clusters Score -1.333433e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -13337570.000000 Penalty: 5763.547852
	Iteration 12Q: 3 clusters Score -1.333757e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -13339599.000000 Penalty: 5763.547852
	Iteration 13Q: 3 clusters Score -1.33396e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -13340580.000000 Penalty: 5763.547852
	Iteration 14Q: 3 clusters Score -1.334058e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -13341016.000000 Penalty: 5763.547852
	Iteration 15Q: 3 clusters Score -1.334102e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -13341224.000000 Penalty: 5763.547852
	Iteration 16Q: 3 clusters Score -1.334122e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -13341316.000000 Penalty: 5763.547852
	Iteration 17Q: 3 clusters Score -1.334132e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -13341345.000000 Penalty: 5763.547852
	Iteration 18Q: 3 clusters Score -1.334134e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -13341411.000000 Penalty: 5763.547852
	Iteration 19Q: 3 clusters Score -1.334141e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -13341454.000000 Penalty: 5763.547852
	Iteration 20F: 3 clusters Score -1.334145e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -13341480.000000 Penalty: 5763.547852
	Iteration 21Q: 3 clusters Score -1.334148e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -13341507.000000 Penalty: 5763.547852
	Iteration 22Q: 3 clusters Score -1.334151e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -13341507.000000 Penalty: 5763.547852
	Iteration 23Q: 3 clusters Score -1.334151e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -13341536.000000 Penalty: 5763.547852
	Iteration 24Q: 3 clusters Score -1.334154e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -13341517.000000 Penalty: 5763.547852
	Iteration 25Q: 3 clusters Score -1.334152e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -13341530.000000 Penalty: 5763.547852
	Iteration 26Q: 3 clusters Score -1.334153e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -13341503.000000 Penalty: 5763.547852
	Iteration 27Q: 3 clusters Score -1.33415e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -13341505.000000 Penalty: 5763.547852
	Iteration 28Q: 3 clusters Score -1.33415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -13341557.000000 Penalty: 5763.547852
	Iteration 29Q: 3 clusters Score -1.334156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -13341550.000000 Penalty: 5763.547852
	Iteration 30Q: 3 clusters Score -1.334155e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -13341565.000000 Penalty: 5763.547852
	Iteration 31Q: 3 clusters Score -1.334156e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -13341539.000000 Penalty: 5763.547852
	Iteration 32Q: 3 clusters Score -1.334154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -13341548.000000 Penalty: 5763.547852
	Iteration 33Q: 3 clusters Score -1.334155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -13341539.000000 Penalty: 5763.547852
	Iteration 34Q: 3 clusters Score -1.334154e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -13341563.000000 Penalty: 5763.547852
	Iteration 35Q: 3 clusters Score -1.334156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -13341557.000000 Penalty: 5763.547852
	Iteration 36Q: 3 clusters Score -1.334156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -13341563.000000 Penalty: 5763.547852
	Iteration 37Q: 3 clusters Score -1.334156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -13341576.000000 Penalty: 5763.547852
	Iteration 38Q: 3 clusters Score -1.334158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -13341566.000000 Penalty: 5763.547852
	Iteration 39Q: 3 clusters Score -1.334157e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -13341575.000000 Penalty: 5763.547852
	Iteration 40F: 3 clusters Score -1.334158e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -13341607.000000 Penalty: 5763.547852
	Iteration 41Q: 3 clusters Score -1.334161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -13341580.000000 Penalty: 5763.547852
	Iteration 42Q: 3 clusters Score -1.334158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13341590.000000 Penalty: 5763.547852
	Iteration 43Q: 3 clusters Score -1.334159e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -13341575.000000 Penalty: 5763.547852
	Iteration 44Q: 3 clusters Score -1.334158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -13341580.000000 Penalty: 5763.547852
	Iteration 45Q: 3 clusters Score -1.334158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -13341580.000000 Penalty: 5763.547852
	Iteration 46Q: 3 clusters Score -1.334158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85012 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -13341571.000000 Penalty: 5763.547852
	Iteration 47Q: 3 clusters Score -1.334157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -13341560.000000 Penalty: 5763.547852
	Iteration 48Q: 3 clusters Score -1.334156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -13341558.000000 Penalty: 5763.547852
	Iteration 49Q: 3 clusters Score -1.334156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -13341552.000000 Penalty: 5763.547852
	Iteration 50Q: 3 clusters Score -1.334155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -13341553.000000 Penalty: 5763.547852
	Iteration 51Q: 3 clusters Score -1.334155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -13341557.000000 Penalty: 5763.547852
	Iteration 52Q: 3 clusters Score -1.334156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -13341561.000000 Penalty: 5763.547852
	Iteration 53Q: 3 clusters Score -1.334156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -13341564.000000 Penalty: 5763.547852
	Iteration 54Q: 3 clusters Score -1.334156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -13341563.000000 Penalty: 5763.547852
	Iteration 55Q: 3 clusters Score -1.334156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -13341565.000000 Penalty: 5763.547852
	Iteration 56Q: 3 clusters Score -1.334156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -13341567.000000 Penalty: 5763.547852
	Iteration 57Q: 3 clusters Score -1.334157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -13341566.000000 Penalty: 5763.547852
	Iteration 58Q: 3 clusters Score -1.334157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -13341566.000000 Penalty: 5763.547852
	Iteration 59F: 3 clusters Score -1.334157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -670213.187500 Penalty: 2164.207520
	Iteration 0F: 2 clusters Score -670213.2 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 3130 members 
Entering Unmasked Estep 
Score: -664948.312500 Penalty: 4328.415039
	Iteration 0F: 3 clusters Score -664948.3 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -666409.312500 Penalty: 4328.415039
	Iteration 1F: 3 clusters Score -666409.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -666718.562500 Penalty: 4328.415039
	Iteration 2F: 3 clusters Score -666718.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -666937.000000 Penalty: 4328.415039
	Iteration 3F: 3 clusters Score -666937 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -667106.437500 Penalty: 4328.415039
	Iteration 4Q: 3 clusters Score -667106.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -667260.812500 Penalty: 4328.415039
	Iteration 5Q: 3 clusters Score -667260.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -667399.500000 Penalty: 4328.415039
	Iteration 6Q: 3 clusters Score -667399.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -667545.312500 Penalty: 4328.415039
	Iteration 7Q: 3 clusters Score -667545.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -667742.500000 Penalty: 4328.415039
	Iteration 8Q: 3 clusters Score -667742.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -667931.187500 Penalty: 4328.415039
	Iteration 9Q: 3 clusters Score -667931.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -668157.750000 Penalty: 4328.415039
	Iteration 10Q: 3 clusters Score -668157.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -668428.500000 Penalty: 4328.415039
	Iteration 11Q: 3 clusters Score -668428.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -668750.562500 Penalty: 4328.415039
	Iteration 12Q: 3 clusters Score -668750.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -669118.375000 Penalty: 4328.415039
	Iteration 13Q: 3 clusters Score -669118.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -669451.250000 Penalty: 4328.415039
	Iteration 14Q: 3 clusters Score -669451.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -669723.812500 Penalty: 4328.415039
	Iteration 15Q: 3 clusters Score -669723.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -669912.750000 Penalty: 4328.415039
	Iteration 16Q: 3 clusters Score -669912.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -670030.312500 Penalty: 4328.415039
	Iteration 17Q: 3 clusters Score -670030.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -670113.687500 Penalty: 4328.415039
	Iteration 18Q: 3 clusters Score -670113.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -670168.937500 Penalty: 4328.415039
	Iteration 19Q: 3 clusters Score -670168.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -670215.875000 Penalty: 4328.415039
	Iteration 20F: 3 clusters Score -670215.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -670247.875000 Penalty: 4328.415039
	Iteration 21Q: 3 clusters Score -670247.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -670270.375000 Penalty: 4328.415039
	Iteration 22Q: 3 clusters Score -670270.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -670282.812500 Penalty: 4328.415039
	Iteration 23Q: 3 clusters Score -670282.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -670292.687500 Penalty: 4328.415039
	Iteration 24Q: 3 clusters Score -670292.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -670295.875000 Penalty: 4328.415039
	Iteration 25Q: 3 clusters Score -670295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -670297.187500 Penalty: 4328.415039
	Iteration 26Q: 3 clusters Score -670297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -670297.250000 Penalty: 4328.415039
	Iteration 27Q: 3 clusters Score -670297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -670296.625000 Penalty: 4328.415039
	Iteration 28Q: 3 clusters Score -670296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -670299.312500 Penalty: 4328.415039
	Iteration 29Q: 3 clusters Score -670299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -670301.000000 Penalty: 4328.415039
	Iteration 30Q: 3 clusters Score -670301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -670301.062500 Penalty: 4328.415039
	Iteration 31Q: 3 clusters Score -670301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -670302.625000 Penalty: 4328.415039
	Iteration 32Q: 3 clusters Score -670302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -670303.625000 Penalty: 4328.415039
	Iteration 33Q: 3 clusters Score -670303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -670304.062500 Penalty: 4328.415039
	Iteration 34Q: 3 clusters Score -670304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -670305.625000 Penalty: 4328.415039
	Iteration 35Q: 3 clusters Score -670305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -670304.125000 Penalty: 4328.415039
	Iteration 36Q: 3 clusters Score -670304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -670307.312500 Penalty: 4328.415039
	Iteration 37Q: 3 clusters Score -670307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -670307.187500 Penalty: 4328.415039
	Iteration 38Q: 3 clusters Score -670307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -670307.687500 Penalty: 4328.415039
	Iteration 39Q: 3 clusters Score -670307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -670307.687500 Penalty: 4328.415039
	Iteration 40F: 3 clusters Score -670307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167496 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165753 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 113523 members 
Mstep: Class 12 contains 258844 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22261 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 26439 members 
Mstep: Class 24 contains 10010 members 
Mstep: Class 25 contains 47730 members 
Mstep: Class 26 contains 8266 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16535 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 3346 members 
Entering Unmasked Estep 
Score: -205569120.000000 Penalty: 132088.375000
Splitting cluster 10 changes total score from -205570416.000000 to -205569120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (113523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113523 members 
Entering Unmasked Estep 
Score: -13470101.000000 Penalty: 2886.660645
	Iteration 0F: 2 clusters Score -1.34701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -13394449.000000 Penalty: 5773.321289
	Iteration 0F: 3 clusters Score -1.339445e+07 nChanged 53721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -13425697.000000 Penalty: 5773.321289
	Iteration 1F: 3 clusters Score -1.34257e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -13427207.000000 Penalty: 5773.321289
	Iteration 2Q: 3 clusters Score -1.342721e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -13429830.000000 Penalty: 5773.321289
	Iteration 3Q: 3 clusters Score -1.342983e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -13434002.000000 Penalty: 5773.321289
	Iteration 4F: 3 clusters Score -1.3434e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -13440637.000000 Penalty: 5773.321289
	Iteration 5F: 3 clusters Score -1.344064e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -13449285.000000 Penalty: 5773.321289
	Iteration 6F: 3 clusters Score -1.344928e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -13457248.000000 Penalty: 5773.321289
	Iteration 7F: 3 clusters Score -1.345725e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -13462802.000000 Penalty: 5773.321289
	Iteration 8F: 3 clusters Score -1.34628e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -13465773.000000 Penalty: 5773.321289
	Iteration 9Q: 3 clusters Score -1.346577e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -13467040.000000 Penalty: 5773.321289
	Iteration 10Q: 3 clusters Score -1.346704e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -13467586.000000 Penalty: 5773.321289
	Iteration 11Q: 3 clusters Score -1.346759e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13467899.000000 Penalty: 5773.321289
	Iteration 12Q: 3 clusters Score -1.34679e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13468037.000000 Penalty: 5773.321289
	Iteration 13Q: 3 clusters Score -1.346804e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111788 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13468123.000000 Penalty: 5773.321289
	Iteration 14Q: 3 clusters Score -1.346812e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -13468196.000000 Penalty: 5773.321289
	Iteration 15Q: 3 clusters Score -1.34682e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13468215.000000 Penalty: 5773.321289
	Iteration 16Q: 3 clusters Score -1.346822e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111918 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -13468251.000000 Penalty: 5773.321289
	Iteration 17Q: 3 clusters Score -1.346825e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13468304.000000 Penalty: 5773.321289
	Iteration 18Q: 3 clusters Score -1.34683e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13468328.000000 Penalty: 5773.321289
	Iteration 19Q: 3 clusters Score -1.346833e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -13468335.000000 Penalty: 5773.321289
	Iteration 20F: 3 clusters Score -1.346834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111997 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13468347.000000 Penalty: 5773.321289
	Iteration 21Q: 3 clusters Score -1.346835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13468377.000000 Penalty: 5773.321289
	Iteration 22Q: 3 clusters Score -1.346838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13468386.000000 Penalty: 5773.321289
	Iteration 23Q: 3 clusters Score -1.346839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112006 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -13468377.000000 Penalty: 5773.321289
	Iteration 24Q: 3 clusters Score -1.346838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -13468390.000000 Penalty: 5773.321289
	Iteration 25Q: 3 clusters Score -1.346839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13468396.000000 Penalty: 5773.321289
	Iteration 26Q: 3 clusters Score -1.34684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13468405.000000 Penalty: 5773.321289
	Iteration 27Q: 3 clusters Score -1.34684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13468398.000000 Penalty: 5773.321289
	Iteration 28Q: 3 clusters Score -1.34684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13468400.000000 Penalty: 5773.321289
	Iteration 29Q: 3 clusters Score -1.34684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13468413.000000 Penalty: 5773.321289
	Iteration 30Q: 3 clusters Score -1.346841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13468410.000000 Penalty: 5773.321289
	Iteration 31Q: 3 clusters Score -1.346841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -13468411.000000 Penalty: 5773.321289
	Iteration 32Q: 3 clusters Score -1.346841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112019 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13468410.000000 Penalty: 5773.321289
	Iteration 33Q: 3 clusters Score -1.346841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -13468402.000000 Penalty: 5773.321289
	Iteration 34Q: 3 clusters Score -1.34684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -13468402.000000 Penalty: 5773.321289
	Iteration 35F: 3 clusters Score -1.34684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258844 members 
Entering Unmasked Estep 
Score: -30322624.000000 Penalty: 3091.067139
	Iteration 0F: 2 clusters Score -3.032262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129507 members 
Mstep: Class 2 contains 129337 members 
Entering Unmasked Estep 
Score: -30149532.000000 Penalty: 6182.134277
	Iteration 0F: 3 clusters Score -3.014953e+07 nChanged 125364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133021 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -30223868.000000 Penalty: 6182.134277
	Iteration 1F: 3 clusters Score -3.022387e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 123635 members 
Entering Unmasked Estep 
Score: -30225522.000000 Penalty: 6182.134277
	Iteration 2Q: 3 clusters Score -3.022552e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138670 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -30227642.000000 Penalty: 6182.134277
	Iteration 3Q: 3 clusters Score -3.022764e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -30231072.000000 Penalty: 6182.134277
	Iteration 4Q: 3 clusters Score -3.023107e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151771 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -30236082.000000 Penalty: 6182.134277
	Iteration 5Q: 3 clusters Score -3.023608e+07 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -30243794.000000 Penalty: 6182.134277
	Iteration 6F: 3 clusters Score -3.024379e+07 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -30255472.000000 Penalty: 6182.134277
	Iteration 7F: 3 clusters Score -3.025547e+07 nChanged 17174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191914 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -30268980.000000 Penalty: 6182.134277
	Iteration 8F: 3 clusters Score -3.026898e+07 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206607 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -30282152.000000 Penalty: 6182.134277
	Iteration 9F: 3 clusters Score -3.028215e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218974 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -30292328.000000 Penalty: 6182.134277
	Iteration 10F: 3 clusters Score -3.029233e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228836 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -30300224.000000 Penalty: 6182.134277
	Iteration 11Q: 3 clusters Score -3.030022e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236732 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -30305856.000000 Penalty: 6182.134277
	Iteration 12Q: 3 clusters Score -3.030586e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243055 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -30310214.000000 Penalty: 6182.134277
	Iteration 13Q: 3 clusters Score -3.031021e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248025 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -30313516.000000 Penalty: 6182.134277
	Iteration 14Q: 3 clusters Score -3.031352e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251707 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -30316110.000000 Penalty: 6182.134277
	Iteration 15Q: 3 clusters Score -3.031611e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254183 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -30317794.000000 Penalty: 6182.134277
	Iteration 16Q: 3 clusters Score -3.031779e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255732 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -30318708.000000 Penalty: 6182.134277
	Iteration 17Q: 3 clusters Score -3.031871e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256636 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -30319216.000000 Penalty: 6182.134277
	Iteration 18Q: 3 clusters Score -3.031922e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257158 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -30319572.000000 Penalty: 6182.134277
	Iteration 19Q: 3 clusters Score -3.031957e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257458 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -30319814.000000 Penalty: 6182.134277
	Iteration 20F: 3 clusters Score -3.031981e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257631 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -30319846.000000 Penalty: 6182.134277
	Iteration 21Q: 3 clusters Score -3.031985e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257751 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -30319954.000000 Penalty: 6182.134277
	Iteration 22Q: 3 clusters Score -3.031995e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257843 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -30320022.000000 Penalty: 6182.134277
	Iteration 23Q: 3 clusters Score -3.032002e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257890 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -30320058.000000 Penalty: 6182.134277
	Iteration 24Q: 3 clusters Score -3.032006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257921 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -30320068.000000 Penalty: 6182.134277
	Iteration 25Q: 3 clusters Score -3.032007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257944 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -30320096.000000 Penalty: 6182.134277
	Iteration 26Q: 3 clusters Score -3.03201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257965 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -30320102.000000 Penalty: 6182.134277
	Iteration 27Q: 3 clusters Score -3.03201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257981 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -30320130.000000 Penalty: 6182.134277
	Iteration 28Q: 3 clusters Score -3.032013e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257997 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -30320122.000000 Penalty: 6182.134277
	Iteration 29Q: 3 clusters Score -3.032012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258009 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -30320126.000000 Penalty: 6182.134277
	Iteration 30Q: 3 clusters Score -3.032013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258021 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -30320142.000000 Penalty: 6182.134277
	Iteration 31Q: 3 clusters Score -3.032014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258024 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -30320174.000000 Penalty: 6182.134277
	Iteration 32Q: 3 clusters Score -3.032017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258031 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -30320184.000000 Penalty: 6182.134277
	Iteration 33Q: 3 clusters Score -3.032018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258035 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -30320172.000000 Penalty: 6182.134277
	Iteration 34Q: 3 clusters Score -3.032017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258033 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -30320164.000000 Penalty: 6182.134277
	Iteration 35Q: 3 clusters Score -3.032016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258038 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -30320164.000000 Penalty: 6182.134277
	Iteration 36Q: 3 clusters Score -3.032016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258043 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -30320164.000000 Penalty: 6182.134277
	Iteration 37Q: 3 clusters Score -3.032016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258043 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -30320164.000000 Penalty: 6182.134277
	Iteration 38F: 3 clusters Score -3.032016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Entering Unmasked Estep 
Score: -3614164.750000 Penalty: 2577.324219
	Iteration 0F: 2 clusters Score -3614165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3591883.250000 Penalty: 5154.648438
	Iteration 0F: 3 clusters Score -3591883 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3600186.250000 Penalty: 5154.648438
	Iteration 1F: 3 clusters Score -3600186 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3601010.500000 Penalty: 5154.648438
	Iteration 2F: 3 clusters Score -3601010 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3601929.250000 Penalty: 5154.648438
	Iteration 3F: 3 clusters Score -3601929 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3602995.000000 Penalty: 5154.648438
	Iteration 4F: 3 clusters Score -3602995 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3604072.000000 Penalty: 5154.648438
	Iteration 5F: 3 clusters Score -3604072 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3605068.500000 Penalty: 5154.648438
	Iteration 6F: 3 clusters Score -3605068 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3606025.000000 Penalty: 5154.648438
	Iteration 7F: 3 clusters Score -3606025 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3606943.750000 Penalty: 5154.648438
	Iteration 8Q: 3 clusters Score -3606944 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3607697.250000 Penalty: 5154.648438
	Iteration 9Q: 3 clusters Score -3607697 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3608290.000000 Penalty: 5154.648438
	Iteration 10Q: 3 clusters Score -3608290 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3608764.500000 Penalty: 5154.648438
	Iteration 11Q: 3 clusters Score -3608764 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3609140.500000 Penalty: 5154.648438
	Iteration 12Q: 3 clusters Score -3609140 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3609449.500000 Penalty: 5154.648438
	Iteration 13Q: 3 clusters Score -3609450 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3609667.000000 Penalty: 5154.648438
	Iteration 14Q: 3 clusters Score -3609667 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3609846.500000 Penalty: 5154.648438
	Iteration 15Q: 3 clusters Score -3609846 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3610011.500000 Penalty: 5154.648438
	Iteration 16Q: 3 clusters Score -3610012 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3610181.500000 Penalty: 5154.648438
	Iteration 17Q: 3 clusters Score -3610182 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3610307.500000 Penalty: 5154.648438
	Iteration 18Q: 3 clusters Score -3610308 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3610463.500000 Penalty: 5154.648438
	Iteration 19Q: 3 clusters Score -3610464 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3610612.500000 Penalty: 5154.648438
	Iteration 20F: 3 clusters Score -3610612 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3610739.000000 Penalty: 5154.648438
	Iteration 21Q: 3 clusters Score -3610739 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3610860.000000 Penalty: 5154.648438
	Iteration 22Q: 3 clusters Score -3610860 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3610950.000000 Penalty: 5154.648438
	Iteration 23Q: 3 clusters Score -3610950 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3611015.000000 Penalty: 5154.648438
	Iteration 24Q: 3 clusters Score -3611015 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3611080.750000 Penalty: 5154.648438
	Iteration 25Q: 3 clusters Score -3611081 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3611138.750000 Penalty: 5154.648438
	Iteration 26Q: 3 clusters Score -3611139 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3611172.000000 Penalty: 5154.648438
	Iteration 27Q: 3 clusters Score -3611172 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3611197.500000 Penalty: 5154.648438
	Iteration 28Q: 3 clusters Score -3611198 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3611254.500000 Penalty: 5154.648438
	Iteration 29Q: 3 clusters Score -3611254 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3611288.500000 Penalty: 5154.648438
	Iteration 30Q: 3 clusters Score -3611288 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3611293.000000 Penalty: 5154.648438
	Iteration 31Q: 3 clusters Score -3611293 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3611304.750000 Penalty: 5154.648438
	Iteration 32Q: 3 clusters Score -3611305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3611313.500000 Penalty: 5154.648438
	Iteration 33Q: 3 clusters Score -3611314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3611325.250000 Penalty: 5154.648438
	Iteration 34Q: 3 clusters Score -3611325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3611322.750000 Penalty: 5154.648438
	Iteration 35Q: 3 clusters Score -3611323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3611327.000000 Penalty: 5154.648438
	Iteration 36Q: 3 clusters Score -3611327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3611317.750000 Penalty: 5154.648438
	Iteration 37Q: 3 clusters Score -3611318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3611322.000000 Penalty: 5154.648438
	Iteration 38Q: 3 clusters Score -3611322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3611327.750000 Penalty: 5154.648438
	Iteration 39Q: 3 clusters Score -3611328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3611331.000000 Penalty: 5154.648438
	Iteration 40F: 3 clusters Score -3611331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3611331.750000 Penalty: 5154.648438
	Iteration 41Q: 3 clusters Score -3611332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3611335.000000 Penalty: 5154.648438
	Iteration 42Q: 3 clusters Score -3611335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3611341.250000 Penalty: 5154.648438
	Iteration 43Q: 3 clusters Score -3611341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3611346.750000 Penalty: 5154.648438
	Iteration 44Q: 3 clusters Score -3611347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3611354.250000 Penalty: 5154.648438
	Iteration 45Q: 3 clusters Score -3611354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3611346.500000 Penalty: 5154.648438
	Iteration 46Q: 3 clusters Score -3611346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3611363.250000 Penalty: 5154.648438
	Iteration 47Q: 3 clusters Score -3611363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3611360.750000 Penalty: 5154.648438
	Iteration 48Q: 3 clusters Score -3611361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3611358.000000 Penalty: 5154.648438
	Iteration 49Q: 3 clusters Score -3611358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3611359.000000 Penalty: 5154.648438
	Iteration 50Q: 3 clusters Score -3611359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3611358.500000 Penalty: 5154.648438
	Iteration 51Q: 3 clusters Score -3611358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3611355.750000 Penalty: 5154.648438
	Iteration 52Q: 3 clusters Score -3611356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3611363.750000 Penalty: 5154.648438
	Iteration 53Q: 3 clusters Score -3611364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3611367.250000 Penalty: 5154.648438
	Iteration 54Q: 3 clusters Score -3611367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3611368.000000 Penalty: 5154.648438
	Iteration 55Q: 3 clusters Score -3611368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3611361.250000 Penalty: 5154.648438
	Iteration 56Q: 3 clusters Score -3611361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3611355.750000 Penalty: 5154.648438
	Iteration 57Q: 3 clusters Score -3611356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3611357.000000 Penalty: 5154.648438
	Iteration 58Q: 3 clusters Score -3611357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3611362.250000 Penalty: 5154.648438
	Iteration 59Q: 3 clusters Score -3611362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3611358.750000 Penalty: 5154.648438
	Iteration 60F: 3 clusters Score -3611359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3611358.750000 Penalty: 5154.648438
	Iteration 61Q: 3 clusters Score -3611359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3611353.250000 Penalty: 5154.648438
	Iteration 62Q: 3 clusters Score -3611353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3611357.250000 Penalty: 5154.648438
	Iteration 63Q: 3 clusters Score -3611357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3611360.000000 Penalty: 5154.648438
	Iteration 64Q: 3 clusters Score -3611360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3611360.750000 Penalty: 5154.648438
	Iteration 65Q: 3 clusters Score -3611361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3611364.250000 Penalty: 5154.648438
	Iteration 66Q: 3 clusters Score -3611364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3611359.500000 Penalty: 5154.648438
	Iteration 67Q: 3 clusters Score -3611360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3611360.750000 Penalty: 5154.648438
	Iteration 68Q: 3 clusters Score -3611361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3611363.750000 Penalty: 5154.648438
	Iteration 69Q: 3 clusters Score -3611364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3611361.500000 Penalty: 5154.648438
	Iteration 70Q: 3 clusters Score -3611362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3611353.000000 Penalty: 5154.648438
	Iteration 71Q: 3 clusters Score -3611353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3611357.500000 Penalty: 5154.648438
	Iteration 72Q: 3 clusters Score -3611358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3611355.000000 Penalty: 5154.648438
	Iteration 73Q: 3 clusters Score -3611355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3611356.250000 Penalty: 5154.648438
	Iteration 74Q: 3 clusters Score -3611356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3611352.000000 Penalty: 5154.648438
	Iteration 75Q: 3 clusters Score -3611352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3611352.000000 Penalty: 5154.648438
	Iteration 76F: 3 clusters Score -3611352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171819 members 
Entering Unmasked Estep 
Score: -20791306.000000 Penalty: 2989.440918
	Iteration 0F: 2 clusters Score -2.079131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -20683548.000000 Penalty: 5978.881836
	Iteration 0F: 3 clusters Score -2.068355e+07 nChanged 82654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -20732350.000000 Penalty: 5978.881836
	Iteration 1F: 3 clusters Score -2.073235e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -20733688.000000 Penalty: 5978.881836
	Iteration 2Q: 3 clusters Score -2.073369e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -20735504.000000 Penalty: 5978.881836
	Iteration 3Q: 3 clusters Score -2.07355e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -20737870.000000 Penalty: 5978.881836
	Iteration 4Q: 3 clusters Score -2.073787e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -20741528.000000 Penalty: 5978.881836
	Iteration 5Q: 3 clusters Score -2.074153e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -20745734.000000 Penalty: 5978.881836
	Iteration 6F: 3 clusters Score -2.074573e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -20750382.000000 Penalty: 5978.881836
	Iteration 7F: 3 clusters Score -2.075038e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -20755288.000000 Penalty: 5978.881836
	Iteration 8F: 3 clusters Score -2.075529e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -20759876.000000 Penalty: 5978.881836
	Iteration 9Q: 3 clusters Score -2.075988e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -20764320.000000 Penalty: 5978.881836
	Iteration 10Q: 3 clusters Score -2.076432e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123650 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -20768964.000000 Penalty: 5978.881836
	Iteration 11Q: 3 clusters Score -2.076896e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131680 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -20773546.000000 Penalty: 5978.881836
	Iteration 12Q: 3 clusters Score -2.077355e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139774 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -20778214.000000 Penalty: 5978.881836
	Iteration 13Q: 3 clusters Score -2.077821e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -20782372.000000 Penalty: 5978.881836
	Iteration 14Q: 3 clusters Score -2.078237e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -20785374.000000 Penalty: 5978.881836
	Iteration 15Q: 3 clusters Score -2.078537e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159216 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -20787182.000000 Penalty: 5978.881836
	Iteration 16Q: 3 clusters Score -2.078718e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162853 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -20788082.000000 Penalty: 5978.881836
	Iteration 17Q: 3 clusters Score -2.078808e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -20788650.000000 Penalty: 5978.881836
	Iteration 18Q: 3 clusters Score -2.078865e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -20788932.000000 Penalty: 5978.881836
	Iteration 19Q: 3 clusters Score -2.078893e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167969 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -20789090.000000 Penalty: 5978.881836
	Iteration 20F: 3 clusters Score -2.078909e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -20789190.000000 Penalty: 5978.881836
	Iteration 21Q: 3 clusters Score -2.078919e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169086 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -20789266.000000 Penalty: 5978.881836
	Iteration 22Q: 3 clusters Score -2.078927e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20789262.000000 Penalty: 5978.881836
	Iteration 23Q: 3 clusters Score -2.078926e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -20789252.000000 Penalty: 5978.881836
	Iteration 24Q: 3 clusters Score -2.078925e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -20789268.000000 Penalty: 5978.881836
	Iteration 25Q: 3 clusters Score -2.078927e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169861 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -20789330.000000 Penalty: 5978.881836
	Iteration 26Q: 3 clusters Score -2.078933e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169985 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20789374.000000 Penalty: 5978.881836
	Iteration 27Q: 3 clusters Score -2.078937e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170078 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -20789400.000000 Penalty: 5978.881836
	Iteration 28Q: 3 clusters Score -2.07894e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170146 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -20789396.000000 Penalty: 5978.881836
	Iteration 29Q: 3 clusters Score -2.07894e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170189 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -20789406.000000 Penalty: 5978.881836
	Iteration 30Q: 3 clusters Score -2.078941e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170228 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -20789432.000000 Penalty: 5978.881836
	Iteration 31Q: 3 clusters Score -2.078943e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -20789394.000000 Penalty: 5978.881836
	Iteration 32Q: 3 clusters Score -2.078939e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -20789396.000000 Penalty: 5978.881836
	Iteration 33Q: 3 clusters Score -2.07894e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170339 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20789374.000000 Penalty: 5978.881836
	Iteration 34Q: 3 clusters Score -2.078937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20789396.000000 Penalty: 5978.881836
	Iteration 35Q: 3 clusters Score -2.07894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170392 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -20789394.000000 Penalty: 5978.881836
	Iteration 36Q: 3 clusters Score -2.078939e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170408 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20789402.000000 Penalty: 5978.881836
	Iteration 37Q: 3 clusters Score -2.07894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170423 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20789402.000000 Penalty: 5978.881836
	Iteration 38Q: 3 clusters Score -2.07894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20789402.000000 Penalty: 5978.881836
	Iteration 39Q: 3 clusters Score -2.07894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20789400.000000 Penalty: 5978.881836
	Iteration 40F: 3 clusters Score -2.07894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20789414.000000 Penalty: 5978.881836
	Iteration 41Q: 3 clusters Score -2.078941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170476 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20789396.000000 Penalty: 5978.881836
	Iteration 42Q: 3 clusters Score -2.07894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20789406.000000 Penalty: 5978.881836
	Iteration 43Q: 3 clusters Score -2.078941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -20789414.000000 Penalty: 5978.881836
	Iteration 44Q: 3 clusters Score -2.078941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170524 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20789408.000000 Penalty: 5978.881836
	Iteration 45Q: 3 clusters Score -2.078941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170539 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20789418.000000 Penalty: 5978.881836
	Iteration 46Q: 3 clusters Score -2.078942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170558 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20789414.000000 Penalty: 5978.881836
	Iteration 47Q: 3 clusters Score -2.078941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170569 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20789416.000000 Penalty: 5978.881836
	Iteration 48Q: 3 clusters Score -2.078942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20789390.000000 Penalty: 5978.881836
	Iteration 49Q: 3 clusters Score -2.078939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20789392.000000 Penalty: 5978.881836
	Iteration 50Q: 3 clusters Score -2.078939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170584 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20789386.000000 Penalty: 5978.881836
	Iteration 51Q: 3 clusters Score -2.078939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20789388.000000 Penalty: 5978.881836
	Iteration 52Q: 3 clusters Score -2.078939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20789392.000000 Penalty: 5978.881836
	Iteration 53Q: 3 clusters Score -2.078939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -20789380.000000 Penalty: 5978.881836
	Iteration 54Q: 3 clusters Score -2.078938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20789388.000000 Penalty: 5978.881836
	Iteration 55Q: 3 clusters Score -2.078939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20789382.000000 Penalty: 5978.881836
	Iteration 56Q: 3 clusters Score -2.078938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20789390.000000 Penalty: 5978.881836
	Iteration 57Q: 3 clusters Score -2.078939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20789398.000000 Penalty: 5978.881836
	Iteration 58Q: 3 clusters Score -2.07894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20789398.000000 Penalty: 5978.881836
	Iteration 59F: 3 clusters Score -2.07894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Entering Unmasked Estep 
Score: -1938675.500000 Penalty: 2416.866455
	Iteration 0F: 2 clusters Score -1938676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1926504.375000 Penalty: 4833.732910
	Iteration 0F: 3 clusters Score -1926504 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1930725.250000 Penalty: 4833.732910
	Iteration 1F: 3 clusters Score -1930725 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1931181.125000 Penalty: 4833.732910
	Iteration 2F: 3 clusters Score -1931181 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1931547.625000 Penalty: 4833.732910
	Iteration 3Q: 3 clusters Score -1931548 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1931889.875000 Penalty: 4833.732910
	Iteration 4Q: 3 clusters Score -1931890 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1932182.875000 Penalty: 4833.732910
	Iteration 5Q: 3 clusters Score -1932183 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1932460.500000 Penalty: 4833.732910
	Iteration 6Q: 3 clusters Score -1932460 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1932769.750000 Penalty: 4833.732910
	Iteration 7Q: 3 clusters Score -1932770 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1933078.000000 Penalty: 4833.732910
	Iteration 8Q: 3 clusters Score -1933078 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1933401.875000 Penalty: 4833.732910
	Iteration 9Q: 3 clusters Score -1933402 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1933736.875000 Penalty: 4833.732910
	Iteration 10Q: 3 clusters Score -1933737 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1934077.375000 Penalty: 4833.732910
	Iteration 11Q: 3 clusters Score -1934077 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1934357.125000 Penalty: 4833.732910
	Iteration 12Q: 3 clusters Score -1934357 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1934630.250000 Penalty: 4833.732910
	Iteration 13Q: 3 clusters Score -1934630 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1934847.500000 Penalty: 4833.732910
	Iteration 14Q: 3 clusters Score -1934848 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1935022.500000 Penalty: 4833.732910
	Iteration 15Q: 3 clusters Score -1935022 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1935180.250000 Penalty: 4833.732910
	Iteration 16Q: 3 clusters Score -1935180 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1935311.500000 Penalty: 4833.732910
	Iteration 17Q: 3 clusters Score -1935312 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1935409.250000 Penalty: 4833.732910
	Iteration 18Q: 3 clusters Score -1935409 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1935479.625000 Penalty: 4833.732910
	Iteration 19Q: 3 clusters Score -1935480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1935549.625000 Penalty: 4833.732910
	Iteration 20F: 3 clusters Score -1935550 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1935614.750000 Penalty: 4833.732910
	Iteration 21Q: 3 clusters Score -1935615 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1935679.125000 Penalty: 4833.732910
	Iteration 22Q: 3 clusters Score -1935679 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1935737.375000 Penalty: 4833.732910
	Iteration 23Q: 3 clusters Score -1935737 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1935799.500000 Penalty: 4833.732910
	Iteration 24Q: 3 clusters Score -1935800 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1935869.875000 Penalty: 4833.732910
	Iteration 25Q: 3 clusters Score -1935870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1935922.250000 Penalty: 4833.732910
	Iteration 26Q: 3 clusters Score -1935922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1935961.125000 Penalty: 4833.732910
	Iteration 27Q: 3 clusters Score -1935961 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1935996.875000 Penalty: 4833.732910
	Iteration 28Q: 3 clusters Score -1935997 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1936016.250000 Penalty: 4833.732910
	Iteration 29Q: 3 clusters Score -1936016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1936051.500000 Penalty: 4833.732910
	Iteration 30Q: 3 clusters Score -1936052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1936078.125000 Penalty: 4833.732910
	Iteration 31Q: 3 clusters Score -1936078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1936103.500000 Penalty: 4833.732910
	Iteration 32Q: 3 clusters Score -1936104 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1936133.000000 Penalty: 4833.732910
	Iteration 33Q: 3 clusters Score -1936133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1936154.250000 Penalty: 4833.732910
	Iteration 34Q: 3 clusters Score -1936154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1936188.500000 Penalty: 4833.732910
	Iteration 35Q: 3 clusters Score -1936188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1936210.000000 Penalty: 4833.732910
	Iteration 36Q: 3 clusters Score -1936210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1936237.875000 Penalty: 4833.732910
	Iteration 37Q: 3 clusters Score -1936238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1936254.750000 Penalty: 4833.732910
	Iteration 38Q: 3 clusters Score -1936255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1936281.750000 Penalty: 4833.732910
	Iteration 39Q: 3 clusters Score -1936282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1936294.000000 Penalty: 4833.732910
	Iteration 40F: 3 clusters Score -1936294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1936315.125000 Penalty: 4833.732910
	Iteration 41Q: 3 clusters Score -1936315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1936340.500000 Penalty: 4833.732910
	Iteration 42Q: 3 clusters Score -1936340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1936360.250000 Penalty: 4833.732910
	Iteration 43Q: 3 clusters Score -1936360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1936376.875000 Penalty: 4833.732910
	Iteration 44Q: 3 clusters Score -1936377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1936396.375000 Penalty: 4833.732910
	Iteration 45Q: 3 clusters Score -1936396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1936418.625000 Penalty: 4833.732910
	Iteration 46Q: 3 clusters Score -1936419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1936431.750000 Penalty: 4833.732910
	Iteration 47Q: 3 clusters Score -1936432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1936450.625000 Penalty: 4833.732910
	Iteration 48Q: 3 clusters Score -1936451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1936460.875000 Penalty: 4833.732910
	Iteration 49Q: 3 clusters Score -1936461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1936479.125000 Penalty: 4833.732910
	Iteration 50Q: 3 clusters Score -1936479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1936490.625000 Penalty: 4833.732910
	Iteration 51Q: 3 clusters Score -1936491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1936499.500000 Penalty: 4833.732910
	Iteration 52Q: 3 clusters Score -1936500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1936511.500000 Penalty: 4833.732910
	Iteration 53Q: 3 clusters Score -1936512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1936525.500000 Penalty: 4833.732910
	Iteration 54Q: 3 clusters Score -1936526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1936545.250000 Penalty: 4833.732910
	Iteration 55Q: 3 clusters Score -1936545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1936557.250000 Penalty: 4833.732910
	Iteration 56Q: 3 clusters Score -1936557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1936567.000000 Penalty: 4833.732910
	Iteration 57Q: 3 clusters Score -1936567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1936568.875000 Penalty: 4833.732910
	Iteration 58Q: 3 clusters Score -1936569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1936571.000000 Penalty: 4833.732910
	Iteration 59Q: 3 clusters Score -1936571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1936577.125000 Penalty: 4833.732910
	Iteration 60F: 3 clusters Score -1936577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1936586.750000 Penalty: 4833.732910
	Iteration 61Q: 3 clusters Score -1936587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1936589.625000 Penalty: 4833.732910
	Iteration 62Q: 3 clusters Score -1936590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1936592.875000 Penalty: 4833.732910
	Iteration 63Q: 3 clusters Score -1936593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1936597.125000 Penalty: 4833.732910
	Iteration 64Q: 3 clusters Score -1936597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1936603.250000 Penalty: 4833.732910
	Iteration 65Q: 3 clusters Score -1936603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1936604.625000 Penalty: 4833.732910
	Iteration 66Q: 3 clusters Score -1936605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1936608.000000 Penalty: 4833.732910
	Iteration 67Q: 3 clusters Score -1936608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1936613.250000 Penalty: 4833.732910
	Iteration 68Q: 3 clusters Score -1936613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1936617.000000 Penalty: 4833.732910
	Iteration 69Q: 3 clusters Score -1936617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1936624.250000 Penalty: 4833.732910
	Iteration 70Q: 3 clusters Score -1936624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1936628.625000 Penalty: 4833.732910
	Iteration 71Q: 3 clusters Score -1936629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1936638.250000 Penalty: 4833.732910
	Iteration 72Q: 3 clusters Score -1936638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1936643.500000 Penalty: 4833.732910
	Iteration 73Q: 3 clusters Score -1936644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1936648.000000 Penalty: 4833.732910
	Iteration 74Q: 3 clusters Score -1936648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1936658.250000 Penalty: 4833.732910
	Iteration 75Q: 3 clusters Score -1936658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1936668.875000 Penalty: 4833.732910
	Iteration 76Q: 3 clusters Score -1936669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1936680.125000 Penalty: 4833.732910
	Iteration 77Q: 3 clusters Score -1936680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1936682.625000 Penalty: 4833.732910
	Iteration 78Q: 3 clusters Score -1936683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1936700.000000 Penalty: 4833.732910
	Iteration 79Q: 3 clusters Score -1936700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1936707.500000 Penalty: 4833.732910
	Iteration 80F: 3 clusters Score -1936708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1936712.625000 Penalty: 4833.732910
	Iteration 81Q: 3 clusters Score -1936713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1936716.750000 Penalty: 4833.732910
	Iteration 82Q: 3 clusters Score -1936717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1936723.750000 Penalty: 4833.732910
	Iteration 83Q: 3 clusters Score -1936724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1936724.750000 Penalty: 4833.732910
	Iteration 84Q: 3 clusters Score -1936725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1936729.125000 Penalty: 4833.732910
	Iteration 85Q: 3 clusters Score -1936729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1936729.750000 Penalty: 4833.732910
	Iteration 86Q: 3 clusters Score -1936730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1936730.500000 Penalty: 4833.732910
	Iteration 87Q: 3 clusters Score -1936730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1936737.500000 Penalty: 4833.732910
	Iteration 88Q: 3 clusters Score -1936738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1936741.625000 Penalty: 4833.732910
	Iteration 89Q: 3 clusters Score -1936742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1936745.750000 Penalty: 4833.732910
	Iteration 90Q: 3 clusters Score -1936746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1936752.125000 Penalty: 4833.732910
	Iteration 91Q: 3 clusters Score -1936752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1936760.250000 Penalty: 4833.732910
	Iteration 92Q: 3 clusters Score -1936760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1936763.250000 Penalty: 4833.732910
	Iteration 93Q: 3 clusters Score -1936763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1936769.125000 Penalty: 4833.732910
	Iteration 94Q: 3 clusters Score -1936769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1936776.125000 Penalty: 4833.732910
	Iteration 95Q: 3 clusters Score -1936776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1936775.125000 Penalty: 4833.732910
	Iteration 96Q: 3 clusters Score -1936775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1936775.875000 Penalty: 4833.732910
	Iteration 97Q: 3 clusters Score -1936776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1936775.875000 Penalty: 4833.732910
	Iteration 98F: 3 clusters Score -1936776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Entering Unmasked Estep 
Score: -3224013.000000 Penalty: 2521.150391
	Iteration 0F: 2 clusters Score -3224013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3205950.750000 Penalty: 5042.300781
	Iteration 0F: 3 clusters Score -3205951 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3212414.500000 Penalty: 5042.300781
	Iteration 1F: 3 clusters Score -3212414 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3212869.500000 Penalty: 5042.300781
	Iteration 2F: 3 clusters Score -3212870 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3213197.250000 Penalty: 5042.300781
	Iteration 3Q: 3 clusters Score -3213197 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3213498.250000 Penalty: 5042.300781
	Iteration 4Q: 3 clusters Score -3213498 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3213762.500000 Penalty: 5042.300781
	Iteration 5Q: 3 clusters Score -3213762 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3214001.250000 Penalty: 5042.300781
	Iteration 6Q: 3 clusters Score -3214001 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3214303.500000 Penalty: 5042.300781
	Iteration 7Q: 3 clusters Score -3214304 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3214619.750000 Penalty: 5042.300781
	Iteration 8Q: 3 clusters Score -3214620 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3214943.500000 Penalty: 5042.300781
	Iteration 9Q: 3 clusters Score -3214944 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3215362.500000 Penalty: 5042.300781
	Iteration 10Q: 3 clusters Score -3215362 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3215927.000000 Penalty: 5042.300781
	Iteration 11Q: 3 clusters Score -3215927 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3216582.250000 Penalty: 5042.300781
	Iteration 12Q: 3 clusters Score -3216582 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3217370.500000 Penalty: 5042.300781
	Iteration 13Q: 3 clusters Score -3217370 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3218249.500000 Penalty: 5042.300781
	Iteration 14Q: 3 clusters Score -3218250 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3218961.750000 Penalty: 5042.300781
	Iteration 15Q: 3 clusters Score -3218962 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3219483.250000 Penalty: 5042.300781
	Iteration 16Q: 3 clusters Score -3219483 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3219844.500000 Penalty: 5042.300781
	Iteration 17Q: 3 clusters Score -3219844 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3220147.250000 Penalty: 5042.300781
	Iteration 18Q: 3 clusters Score -3220147 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3220401.750000 Penalty: 5042.300781
	Iteration 19Q: 3 clusters Score -3220402 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3220639.250000 Penalty: 5042.300781
	Iteration 20F: 3 clusters Score -3220639 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3220833.750000 Penalty: 5042.300781
	Iteration 21Q: 3 clusters Score -3220834 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3221080.250000 Penalty: 5042.300781
	Iteration 22Q: 3 clusters Score -3221080 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3221272.750000 Penalty: 5042.300781
	Iteration 23Q: 3 clusters Score -3221273 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3221457.750000 Penalty: 5042.300781
	Iteration 24Q: 3 clusters Score -3221458 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3221609.500000 Penalty: 5042.300781
	Iteration 25Q: 3 clusters Score -3221610 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3221750.250000 Penalty: 5042.300781
	Iteration 26Q: 3 clusters Score -3221750 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3221855.000000 Penalty: 5042.300781
	Iteration 27Q: 3 clusters Score -3221855 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3221945.750000 Penalty: 5042.300781
	Iteration 28Q: 3 clusters Score -3221946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3222032.750000 Penalty: 5042.300781
	Iteration 29Q: 3 clusters Score -3222033 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3222124.000000 Penalty: 5042.300781
	Iteration 30Q: 3 clusters Score -3222124 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3222222.250000 Penalty: 5042.300781
	Iteration 31Q: 3 clusters Score -3222222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3222273.500000 Penalty: 5042.300781
	Iteration 32Q: 3 clusters Score -3222274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3222317.250000 Penalty: 5042.300781
	Iteration 33Q: 3 clusters Score -3222317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3222340.500000 Penalty: 5042.300781
	Iteration 34Q: 3 clusters Score -3222340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3222362.250000 Penalty: 5042.300781
	Iteration 35Q: 3 clusters Score -3222362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3222380.500000 Penalty: 5042.300781
	Iteration 36Q: 3 clusters Score -3222380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3222394.750000 Penalty: 5042.300781
	Iteration 37Q: 3 clusters Score -3222395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3222399.750000 Penalty: 5042.300781
	Iteration 38Q: 3 clusters Score -3222400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3222397.000000 Penalty: 5042.300781
	Iteration 39Q: 3 clusters Score -3222397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3222400.250000 Penalty: 5042.300781
	Iteration 40F: 3 clusters Score -3222400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3222402.500000 Penalty: 5042.300781
	Iteration 41Q: 3 clusters Score -3222402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3222408.000000 Penalty: 5042.300781
	Iteration 42Q: 3 clusters Score -3222408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3222408.750000 Penalty: 5042.300781
	Iteration 43Q: 3 clusters Score -3222409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3222407.750000 Penalty: 5042.300781
	Iteration 44Q: 3 clusters Score -3222408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3222408.250000 Penalty: 5042.300781
	Iteration 45Q: 3 clusters Score -3222408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3222414.750000 Penalty: 5042.300781
	Iteration 46Q: 3 clusters Score -3222415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3222414.750000 Penalty: 5042.300781
	Iteration 47F: 3 clusters Score -3222415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Entering Unmasked Estep 
Score: -9660522.000000 Penalty: 2804.545898
	Iteration 0F: 2 clusters Score -9660522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -9605902.000000 Penalty: 5609.091797
	Iteration 0F: 3 clusters Score -9605902 nChanged 38098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -9627984.000000 Penalty: 5609.091797
	Iteration 1F: 3 clusters Score -9627984 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -9629178.000000 Penalty: 5609.091797
	Iteration 2Q: 3 clusters Score -9629178 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -9631352.000000 Penalty: 5609.091797
	Iteration 3F: 3 clusters Score -9631352 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9634946.000000 Penalty: 5609.091797
	Iteration 4F: 3 clusters Score -9634946 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -9640269.000000 Penalty: 5609.091797
	Iteration 5F: 3 clusters Score -9640269 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -9646776.000000 Penalty: 5609.091797
	Iteration 6F: 3 clusters Score -9646776 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -9652143.000000 Penalty: 5609.091797
	Iteration 7F: 3 clusters Score -9652143 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -9655199.000000 Penalty: 5609.091797
	Iteration 8Q: 3 clusters Score -9655199 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9656745.000000 Penalty: 5609.091797
	Iteration 9Q: 3 clusters Score -9656745 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9657526.000000 Penalty: 5609.091797
	Iteration 10Q: 3 clusters Score -9657526 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9657909.000000 Penalty: 5609.091797
	Iteration 11Q: 3 clusters Score -9657909 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9658123.000000 Penalty: 5609.091797
	Iteration 12Q: 3 clusters Score -9658123 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9658193.000000 Penalty: 5609.091797
	Iteration 13Q: 3 clusters Score -9658193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9658254.000000 Penalty: 5609.091797
	Iteration 14Q: 3 clusters Score -9658254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9658291.000000 Penalty: 5609.091797
	Iteration 15Q: 3 clusters Score -9658291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9658322.000000 Penalty: 5609.091797
	Iteration 16Q: 3 clusters Score -9658322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9658349.000000 Penalty: 5609.091797
	Iteration 17Q: 3 clusters Score -9658349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9658372.000000 Penalty: 5609.091797
	Iteration 18Q: 3 clusters Score -9658372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9658384.000000 Penalty: 5609.091797
	Iteration 19Q: 3 clusters Score -9658384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9658376.000000 Penalty: 5609.091797
	Iteration 20F: 3 clusters Score -9658376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9658389.000000 Penalty: 5609.091797
	Iteration 21Q: 3 clusters Score -9658389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9658398.000000 Penalty: 5609.091797
	Iteration 22Q: 3 clusters Score -9658398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9658398.000000 Penalty: 5609.091797
	Iteration 23F: 3 clusters Score -9658398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Entering Unmasked Estep 
Score: -2448531.500000 Penalty: 2468.306641
	Iteration 0F: 2 clusters Score -2448532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2433864.000000 Penalty: 4936.613281
	Iteration 0F: 3 clusters Score -2433864 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2439303.750000 Penalty: 4936.613281
	Iteration 1F: 3 clusters Score -2439304 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2440132.750000 Penalty: 4936.613281
	Iteration 2F: 3 clusters Score -2440133 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2440871.250000 Penalty: 4936.613281
	Iteration 3F: 3 clusters Score -2440871 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2441551.500000 Penalty: 4936.613281
	Iteration 4F: 3 clusters Score -2441552 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2442136.750000 Penalty: 4936.613281
	Iteration 5F: 3 clusters Score -2442137 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2442637.500000 Penalty: 4936.613281
	Iteration 6Q: 3 clusters Score -2442638 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2443137.500000 Penalty: 4936.613281
	Iteration 7Q: 3 clusters Score -2443138 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2443622.500000 Penalty: 4936.613281
	Iteration 8Q: 3 clusters Score -2443622 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2444060.750000 Penalty: 4936.613281
	Iteration 9Q: 3 clusters Score -2444061 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2444406.500000 Penalty: 4936.613281
	Iteration 10Q: 3 clusters Score -2444406 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2444658.500000 Penalty: 4936.613281
	Iteration 11Q: 3 clusters Score -2444658 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2444851.000000 Penalty: 4936.613281
	Iteration 12Q: 3 clusters Score -2444851 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2444993.750000 Penalty: 4936.613281
	Iteration 13Q: 3 clusters Score -2444994 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2445120.250000 Penalty: 4936.613281
	Iteration 14Q: 3 clusters Score -2445120 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2445224.250000 Penalty: 4936.613281
	Iteration 15Q: 3 clusters Score -2445224 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2445357.250000 Penalty: 4936.613281
	Iteration 16Q: 3 clusters Score -2445357 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2445493.000000 Penalty: 4936.613281
	Iteration 17Q: 3 clusters Score -2445493 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2445617.250000 Penalty: 4936.613281
	Iteration 18Q: 3 clusters Score -2445617 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2445729.750000 Penalty: 4936.613281
	Iteration 19Q: 3 clusters Score -2445730 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2445823.250000 Penalty: 4936.613281
	Iteration 20F: 3 clusters Score -2445823 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2445926.250000 Penalty: 4936.613281
	Iteration 21Q: 3 clusters Score -2445926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2446022.250000 Penalty: 4936.613281
	Iteration 22Q: 3 clusters Score -2446022 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2446124.500000 Penalty: 4936.613281
	Iteration 23Q: 3 clusters Score -2446124 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2446188.750000 Penalty: 4936.613281
	Iteration 24Q: 3 clusters Score -2446189 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2446226.250000 Penalty: 4936.613281
	Iteration 25Q: 3 clusters Score -2446226 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2446287.000000 Penalty: 4936.613281
	Iteration 26Q: 3 clusters Score -2446287 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2446311.000000 Penalty: 4936.613281
	Iteration 27Q: 3 clusters Score -2446311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2446340.250000 Penalty: 4936.613281
	Iteration 28Q: 3 clusters Score -2446340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2446360.500000 Penalty: 4936.613281
	Iteration 29Q: 3 clusters Score -2446360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2446384.500000 Penalty: 4936.613281
	Iteration 30Q: 3 clusters Score -2446384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2446404.250000 Penalty: 4936.613281
	Iteration 31Q: 3 clusters Score -2446404 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2446427.000000 Penalty: 4936.613281
	Iteration 32Q: 3 clusters Score -2446427 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2446439.750000 Penalty: 4936.613281
	Iteration 33Q: 3 clusters Score -2446440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2446468.750000 Penalty: 4936.613281
	Iteration 34Q: 3 clusters Score -2446469 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2446480.000000 Penalty: 4936.613281
	Iteration 35Q: 3 clusters Score -2446480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2446497.750000 Penalty: 4936.613281
	Iteration 36Q: 3 clusters Score -2446498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2446511.250000 Penalty: 4936.613281
	Iteration 37Q: 3 clusters Score -2446511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2446536.000000 Penalty: 4936.613281
	Iteration 38Q: 3 clusters Score -2446536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2446556.500000 Penalty: 4936.613281
	Iteration 39Q: 3 clusters Score -2446556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2446558.500000 Penalty: 4936.613281
	Iteration 40F: 3 clusters Score -2446558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2446573.500000 Penalty: 4936.613281
	Iteration 41Q: 3 clusters Score -2446574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2446587.250000 Penalty: 4936.613281
	Iteration 42Q: 3 clusters Score -2446587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2446590.250000 Penalty: 4936.613281
	Iteration 43Q: 3 clusters Score -2446590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2446609.250000 Penalty: 4936.613281
	Iteration 44Q: 3 clusters Score -2446609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2446617.250000 Penalty: 4936.613281
	Iteration 45Q: 3 clusters Score -2446617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2446637.500000 Penalty: 4936.613281
	Iteration 46Q: 3 clusters Score -2446638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2446647.250000 Penalty: 4936.613281
	Iteration 47Q: 3 clusters Score -2446647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2446664.000000 Penalty: 4936.613281
	Iteration 48Q: 3 clusters Score -2446664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2446664.250000 Penalty: 4936.613281
	Iteration 49Q: 3 clusters Score -2446664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2446671.750000 Penalty: 4936.613281
	Iteration 50Q: 3 clusters Score -2446672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2446673.500000 Penalty: 4936.613281
	Iteration 51Q: 3 clusters Score -2446674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2446670.750000 Penalty: 4936.613281
	Iteration 52Q: 3 clusters Score -2446671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2446678.500000 Penalty: 4936.613281
	Iteration 53Q: 3 clusters Score -2446678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2446682.250000 Penalty: 4936.613281
	Iteration 54Q: 3 clusters Score -2446682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2446684.000000 Penalty: 4936.613281
	Iteration 55Q: 3 clusters Score -2446684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2446682.000000 Penalty: 4936.613281
	Iteration 56Q: 3 clusters Score -2446682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2446677.750000 Penalty: 4936.613281
	Iteration 57Q: 3 clusters Score -2446678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2446685.750000 Penalty: 4936.613281
	Iteration 58Q: 3 clusters Score -2446686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2446690.000000 Penalty: 4936.613281
	Iteration 59Q: 3 clusters Score -2446690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2446690.500000 Penalty: 4936.613281
	Iteration 60F: 3 clusters Score -2446690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2446692.500000 Penalty: 4936.613281
	Iteration 61Q: 3 clusters Score -2446692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2446690.250000 Penalty: 4936.613281
	Iteration 62Q: 3 clusters Score -2446690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2446698.750000 Penalty: 4936.613281
	Iteration 63Q: 3 clusters Score -2446699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2446694.000000 Penalty: 4936.613281
	Iteration 64Q: 3 clusters Score -2446694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2446698.250000 Penalty: 4936.613281
	Iteration 65Q: 3 clusters Score -2446698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2446699.500000 Penalty: 4936.613281
	Iteration 66Q: 3 clusters Score -2446700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2446697.250000 Penalty: 4936.613281
	Iteration 67Q: 3 clusters Score -2446697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2446708.500000 Penalty: 4936.613281
	Iteration 68Q: 3 clusters Score -2446708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2446705.500000 Penalty: 4936.613281
	Iteration 69Q: 3 clusters Score -2446706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2446706.250000 Penalty: 4936.613281
	Iteration 70Q: 3 clusters Score -2446706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2446708.500000 Penalty: 4936.613281
	Iteration 71Q: 3 clusters Score -2446708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2446715.750000 Penalty: 4936.613281
	Iteration 72Q: 3 clusters Score -2446716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2446714.250000 Penalty: 4936.613281
	Iteration 73Q: 3 clusters Score -2446714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2446715.250000 Penalty: 4936.613281
	Iteration 74Q: 3 clusters Score -2446715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2446711.250000 Penalty: 4936.613281
	Iteration 75Q: 3 clusters Score -2446711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2446712.250000 Penalty: 4936.613281
	Iteration 76Q: 3 clusters Score -2446712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2446715.250000 Penalty: 4936.613281
	Iteration 77Q: 3 clusters Score -2446715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2446717.500000 Penalty: 4936.613281
	Iteration 78Q: 3 clusters Score -2446718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2446718.500000 Penalty: 4936.613281
	Iteration 79Q: 3 clusters Score -2446718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2446720.250000 Penalty: 4936.613281
	Iteration 80F: 3 clusters Score -2446720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2446721.500000 Penalty: 4936.613281
	Iteration 81Q: 3 clusters Score -2446722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2446718.000000 Penalty: 4936.613281
	Iteration 82Q: 3 clusters Score -2446718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2446718.250000 Penalty: 4936.613281
	Iteration 83Q: 3 clusters Score -2446718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2446719.250000 Penalty: 4936.613281
	Iteration 84Q: 3 clusters Score -2446719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2446717.500000 Penalty: 4936.613281
	Iteration 85Q: 3 clusters Score -2446718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2446719.250000 Penalty: 4936.613281
	Iteration 86Q: 3 clusters Score -2446719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2446717.750000 Penalty: 4936.613281
	Iteration 87Q: 3 clusters Score -2446718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2446721.750000 Penalty: 4936.613281
	Iteration 88Q: 3 clusters Score -2446722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2446721.250000 Penalty: 4936.613281
	Iteration 89Q: 3 clusters Score -2446721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2446721.500000 Penalty: 4936.613281
	Iteration 90Q: 3 clusters Score -2446722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2446721.500000 Penalty: 4936.613281
	Iteration 91F: 3 clusters Score -2446722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -473592.343750 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -473592.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -469573.531250 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -469573.5 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -471051.968750 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -471052 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -471590.406250 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -471590.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -472028.593750 Penalty: 4150.411133
	Iteration 3F: 3 clusters Score -472028.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -472318.468750 Penalty: 4150.411133
	Iteration 4F: 3 clusters Score -472318.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -472526.500000 Penalty: 4150.411133
	Iteration 5F: 3 clusters Score -472526.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -472688.062500 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -472688.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -472816.375000 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -472816.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -472917.718750 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -472917.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -473002.406250 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -473002.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -473069.437500 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -473069.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -473185.031250 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -473185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -473321.437500 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -473321.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -473531.093750 Penalty: 4150.411133
	Iteration 13Q: 3 clusters Score -473531.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -473709.125000 Penalty: 4150.411133
	Iteration 14Q: 3 clusters Score -473709.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -473787.187500 Penalty: 4150.411133
	Iteration 15Q: 3 clusters Score -473787.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -473829.406250 Penalty: 4150.411133
	Iteration 16Q: 3 clusters Score -473829.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473850.312500 Penalty: 4150.411133
	Iteration 17Q: 3 clusters Score -473850.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -473859.468750 Penalty: 4150.411133
	Iteration 18Q: 3 clusters Score -473859.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -473866.312500 Penalty: 4150.411133
	Iteration 19Q: 3 clusters Score -473866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -473875.812500 Penalty: 4150.411133
	Iteration 20F: 3 clusters Score -473875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -473890.187500 Penalty: 4150.411133
	Iteration 21Q: 3 clusters Score -473890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -473902.093750 Penalty: 4150.411133
	Iteration 22Q: 3 clusters Score -473902.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -473912.125000 Penalty: 4150.411133
	Iteration 23Q: 3 clusters Score -473912.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -473930.031250 Penalty: 4150.411133
	Iteration 24Q: 3 clusters Score -473930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -473968.218750 Penalty: 4150.411133
	Iteration 25Q: 3 clusters Score -473968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -473998.218750 Penalty: 4150.411133
	Iteration 26Q: 3 clusters Score -473998.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -474010.718750 Penalty: 4150.411133
	Iteration 27Q: 3 clusters Score -474010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -474015.250000 Penalty: 4150.411133
	Iteration 28Q: 3 clusters Score -474015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -474016.468750 Penalty: 4150.411133
	Iteration 29Q: 3 clusters Score -474016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -474017.750000 Penalty: 4150.411133
	Iteration 30Q: 3 clusters Score -474017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -474019.156250 Penalty: 4150.411133
	Iteration 31Q: 3 clusters Score -474019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -474020.406250 Penalty: 4150.411133
	Iteration 32Q: 3 clusters Score -474020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -474020.406250 Penalty: 4150.411133
	Iteration 33F: 3 clusters Score -474020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167496 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165753 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113523 members 
Mstep: Class 12 contains 258844 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22261 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 26439 members 
Mstep: Class 24 contains 10010 members 
Mstep: Class 25 contains 47730 members 
Mstep: Class 26 contains 8266 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16535 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 916 members 
Entering Unmasked Estep 
Score: -205569536.000000 Penalty: 132088.375000
Splitting cluster 19 changes total score from -205570416.000000 to -205569536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -91834.820312 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -91834.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90111.179688 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -90111.18 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90586.195312 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -90586.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90815.359375 Penalty: 3336.806152
	Iteration 2F: 3 clusters Score -90815.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90964.296875 Penalty: 3336.806152
	Iteration 3F: 3 clusters Score -90964.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91068.296875 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -91068.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91158.843750 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -91158.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91267.867188 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -91267.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91390.953125 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -91390.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91459.203125 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -91459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91537.539062 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -91537.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91576.601562 Penalty: 3336.806152
	Iteration 10Q: 3 clusters Score -91576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91596.007812 Penalty: 3336.806152
	Iteration 11Q: 3 clusters Score -91596.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91625.375000 Penalty: 3336.806152
	Iteration 12Q: 3 clusters Score -91625.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91657.406250 Penalty: 3336.806152
	Iteration 13Q: 3 clusters Score -91657.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91682.828125 Penalty: 3336.806152
	Iteration 14Q: 3 clusters Score -91682.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91690.937500 Penalty: 3336.806152
	Iteration 15Q: 3 clusters Score -91690.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91696.007812 Penalty: 3336.806152
	Iteration 16Q: 3 clusters Score -91696.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91697.101562 Penalty: 3336.806152
	Iteration 17Q: 3 clusters Score -91697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91698.375000 Penalty: 3336.806152
	Iteration 18Q: 3 clusters Score -91698.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91699.335938 Penalty: 3336.806152
	Iteration 19Q: 3 clusters Score -91699.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91700.960938 Penalty: 3336.806152
	Iteration 20F: 3 clusters Score -91700.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91707.515625 Penalty: 3336.806152
	Iteration 21Q: 3 clusters Score -91707.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91713.296875 Penalty: 3336.806152
	Iteration 22Q: 3 clusters Score -91713.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91713.296875 Penalty: 3336.806152
	Iteration 23F: 3 clusters Score -91713.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -2656114.500000 Penalty: 2482.626709
	Iteration 0F: 2 clusters Score -2656114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2640524.250000 Penalty: 4965.253418
	Iteration 0F: 3 clusters Score -2640524 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2645818.500000 Penalty: 4965.253418
	Iteration 1F: 3 clusters Score -2645818 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2646199.000000 Penalty: 4965.253418
	Iteration 2F: 3 clusters Score -2646199 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2646509.250000 Penalty: 4965.253418
	Iteration 3Q: 3 clusters Score -2646509 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2646792.000000 Penalty: 4965.253418
	Iteration 4Q: 3 clusters Score -2646792 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2647083.000000 Penalty: 4965.253418
	Iteration 5Q: 3 clusters Score -2647083 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2647428.750000 Penalty: 4965.253418
	Iteration 6Q: 3 clusters Score -2647429 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2647768.500000 Penalty: 4965.253418
	Iteration 7Q: 3 clusters Score -2647768 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2648111.250000 Penalty: 4965.253418
	Iteration 8Q: 3 clusters Score -2648111 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2648474.500000 Penalty: 4965.253418
	Iteration 9Q: 3 clusters Score -2648474 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2648862.250000 Penalty: 4965.253418
	Iteration 10Q: 3 clusters Score -2648862 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2649339.750000 Penalty: 4965.253418
	Iteration 11Q: 3 clusters Score -2649340 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2649825.500000 Penalty: 4965.253418
	Iteration 12Q: 3 clusters Score -2649826 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2650304.250000 Penalty: 4965.253418
	Iteration 13Q: 3 clusters Score -2650304 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2650699.500000 Penalty: 4965.253418
	Iteration 14Q: 3 clusters Score -2650700 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2650956.500000 Penalty: 4965.253418
	Iteration 15Q: 3 clusters Score -2650956 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2651107.000000 Penalty: 4965.253418
	Iteration 16Q: 3 clusters Score -2651107 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2651193.500000 Penalty: 4965.253418
	Iteration 17Q: 3 clusters Score -2651194 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2651254.000000 Penalty: 4965.253418
	Iteration 18Q: 3 clusters Score -2651254 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2651302.750000 Penalty: 4965.253418
	Iteration 19Q: 3 clusters Score -2651303 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2651343.250000 Penalty: 4965.253418
	Iteration 20F: 3 clusters Score -2651343 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2651373.250000 Penalty: 4965.253418
	Iteration 21Q: 3 clusters Score -2651373 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2651396.250000 Penalty: 4965.253418
	Iteration 22Q: 3 clusters Score -2651396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2651413.750000 Penalty: 4965.253418
	Iteration 23Q: 3 clusters Score -2651414 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2651435.500000 Penalty: 4965.253418
	Iteration 24Q: 3 clusters Score -2651436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2651454.500000 Penalty: 4965.253418
	Iteration 25Q: 3 clusters Score -2651454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2651474.250000 Penalty: 4965.253418
	Iteration 26Q: 3 clusters Score -2651474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2651496.750000 Penalty: 4965.253418
	Iteration 27Q: 3 clusters Score -2651497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2651509.500000 Penalty: 4965.253418
	Iteration 28Q: 3 clusters Score -2651510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2651513.500000 Penalty: 4965.253418
	Iteration 29Q: 3 clusters Score -2651514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2651524.750000 Penalty: 4965.253418
	Iteration 30Q: 3 clusters Score -2651525 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2651531.500000 Penalty: 4965.253418
	Iteration 31Q: 3 clusters Score -2651532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2651546.000000 Penalty: 4965.253418
	Iteration 32Q: 3 clusters Score -2651546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2651559.500000 Penalty: 4965.253418
	Iteration 33Q: 3 clusters Score -2651560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2651577.500000 Penalty: 4965.253418
	Iteration 34Q: 3 clusters Score -2651578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2651590.500000 Penalty: 4965.253418
	Iteration 35Q: 3 clusters Score -2651590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2651598.250000 Penalty: 4965.253418
	Iteration 36Q: 3 clusters Score -2651598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2651601.250000 Penalty: 4965.253418
	Iteration 37Q: 3 clusters Score -2651601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2651614.750000 Penalty: 4965.253418
	Iteration 38Q: 3 clusters Score -2651615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2651623.000000 Penalty: 4965.253418
	Iteration 39Q: 3 clusters Score -2651623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2651653.000000 Penalty: 4965.253418
	Iteration 40F: 3 clusters Score -2651653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2651658.000000 Penalty: 4965.253418
	Iteration 41Q: 3 clusters Score -2651658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2651672.500000 Penalty: 4965.253418
	Iteration 42Q: 3 clusters Score -2651672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2651694.500000 Penalty: 4965.253418
	Iteration 43Q: 3 clusters Score -2651694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2651716.500000 Penalty: 4965.253418
	Iteration 44Q: 3 clusters Score -2651716 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2651736.750000 Penalty: 4965.253418
	Iteration 45Q: 3 clusters Score -2651737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2651752.000000 Penalty: 4965.253418
	Iteration 46Q: 3 clusters Score -2651752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2651761.750000 Penalty: 4965.253418
	Iteration 47Q: 3 clusters Score -2651762 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2651787.500000 Penalty: 4965.253418
	Iteration 48Q: 3 clusters Score -2651788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2651821.500000 Penalty: 4965.253418
	Iteration 49Q: 3 clusters Score -2651822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2651838.000000 Penalty: 4965.253418
	Iteration 50Q: 3 clusters Score -2651838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2651849.500000 Penalty: 4965.253418
	Iteration 51Q: 3 clusters Score -2651850 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2651879.750000 Penalty: 4965.253418
	Iteration 52Q: 3 clusters Score -2651880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2651909.500000 Penalty: 4965.253418
	Iteration 53Q: 3 clusters Score -2651910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2651931.500000 Penalty: 4965.253418
	Iteration 54Q: 3 clusters Score -2651932 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2651972.750000 Penalty: 4965.253418
	Iteration 55Q: 3 clusters Score -2651973 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2651999.250000 Penalty: 4965.253418
	Iteration 56Q: 3 clusters Score -2651999 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2652045.750000 Penalty: 4965.253418
	Iteration 57Q: 3 clusters Score -2652046 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2652075.500000 Penalty: 4965.253418
	Iteration 58Q: 3 clusters Score -2652076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2652120.500000 Penalty: 4965.253418
	Iteration 59Q: 3 clusters Score -2652120 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2652160.000000 Penalty: 4965.253418
	Iteration 60F: 3 clusters Score -2652160 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2652201.000000 Penalty: 4965.253418
	Iteration 61Q: 3 clusters Score -2652201 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2652241.250000 Penalty: 4965.253418
	Iteration 62Q: 3 clusters Score -2652241 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2652303.000000 Penalty: 4965.253418
	Iteration 63Q: 3 clusters Score -2652303 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2652353.000000 Penalty: 4965.253418
	Iteration 64Q: 3 clusters Score -2652353 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2652418.000000 Penalty: 4965.253418
	Iteration 65Q: 3 clusters Score -2652418 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2652484.000000 Penalty: 4965.253418
	Iteration 66Q: 3 clusters Score -2652484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2652564.500000 Penalty: 4965.253418
	Iteration 67Q: 3 clusters Score -2652564 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2652642.250000 Penalty: 4965.253418
	Iteration 68Q: 3 clusters Score -2652642 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2652732.750000 Penalty: 4965.253418
	Iteration 69Q: 3 clusters Score -2652733 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2652828.250000 Penalty: 4965.253418
	Iteration 70Q: 3 clusters Score -2652828 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2652939.500000 Penalty: 4965.253418
	Iteration 71Q: 3 clusters Score -2652940 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2653049.250000 Penalty: 4965.253418
	Iteration 72Q: 3 clusters Score -2653049 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2653168.750000 Penalty: 4965.253418
	Iteration 73Q: 3 clusters Score -2653169 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2653266.500000 Penalty: 4965.253418
	Iteration 74Q: 3 clusters Score -2653266 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2653329.250000 Penalty: 4965.253418
	Iteration 75Q: 3 clusters Score -2653329 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2653401.000000 Penalty: 4965.253418
	Iteration 76Q: 3 clusters Score -2653401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2653477.750000 Penalty: 4965.253418
	Iteration 77Q: 3 clusters Score -2653478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2653540.750000 Penalty: 4965.253418
	Iteration 78Q: 3 clusters Score -2653541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2653590.000000 Penalty: 4965.253418
	Iteration 79Q: 3 clusters Score -2653590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2653647.250000 Penalty: 4965.253418
	Iteration 80F: 3 clusters Score -2653647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2653686.750000 Penalty: 4965.253418
	Iteration 81Q: 3 clusters Score -2653687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2653725.000000 Penalty: 4965.253418
	Iteration 82Q: 3 clusters Score -2653725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2653767.750000 Penalty: 4965.253418
	Iteration 83Q: 3 clusters Score -2653768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2653807.000000 Penalty: 4965.253418
	Iteration 84Q: 3 clusters Score -2653807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2653834.000000 Penalty: 4965.253418
	Iteration 85Q: 3 clusters Score -2653834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2653855.750000 Penalty: 4965.253418
	Iteration 86Q: 3 clusters Score -2653856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2653880.250000 Penalty: 4965.253418
	Iteration 87Q: 3 clusters Score -2653880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2653904.500000 Penalty: 4965.253418
	Iteration 88Q: 3 clusters Score -2653904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2653928.000000 Penalty: 4965.253418
	Iteration 89Q: 3 clusters Score -2653928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2653950.250000 Penalty: 4965.253418
	Iteration 90Q: 3 clusters Score -2653950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2653972.500000 Penalty: 4965.253418
	Iteration 91Q: 3 clusters Score -2653972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2653989.500000 Penalty: 4965.253418
	Iteration 92Q: 3 clusters Score -2653990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2654004.750000 Penalty: 4965.253418
	Iteration 93Q: 3 clusters Score -2654005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2654010.000000 Penalty: 4965.253418
	Iteration 94Q: 3 clusters Score -2654010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2654014.500000 Penalty: 4965.253418
	Iteration 95Q: 3 clusters Score -2654014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2654026.000000 Penalty: 4965.253418
	Iteration 96Q: 3 clusters Score -2654026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2654031.750000 Penalty: 4965.253418
	Iteration 97Q: 3 clusters Score -2654032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2654036.250000 Penalty: 4965.253418
	Iteration 98Q: 3 clusters Score -2654036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2654037.000000 Penalty: 4965.253418
	Iteration 99Q: 3 clusters Score -2654037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2654041.250000 Penalty: 4965.253418
	Iteration 100F: 3 clusters Score -2654041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2654045.500000 Penalty: 4965.253418
	Iteration 101Q: 3 clusters Score -2654046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2654046.250000 Penalty: 4965.253418
	Iteration 102Q: 3 clusters Score -2654046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2654048.250000 Penalty: 4965.253418
	Iteration 103Q: 3 clusters Score -2654048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2654044.500000 Penalty: 4965.253418
	Iteration 104Q: 3 clusters Score -2654044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2654049.250000 Penalty: 4965.253418
	Iteration 105Q: 3 clusters Score -2654049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2654058.750000 Penalty: 4965.253418
	Iteration 106Q: 3 clusters Score -2654059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2654056.250000 Penalty: 4965.253418
	Iteration 107Q: 3 clusters Score -2654056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2654064.500000 Penalty: 4965.253418
	Iteration 108Q: 3 clusters Score -2654064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2654066.500000 Penalty: 4965.253418
	Iteration 109Q: 3 clusters Score -2654066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2654072.250000 Penalty: 4965.253418
	Iteration 110Q: 3 clusters Score -2654072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2654070.500000 Penalty: 4965.253418
	Iteration 111Q: 3 clusters Score -2654070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2654069.500000 Penalty: 4965.253418
	Iteration 112Q: 3 clusters Score -2654070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2654074.250000 Penalty: 4965.253418
	Iteration 113Q: 3 clusters Score -2654074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2654074.000000 Penalty: 4965.253418
	Iteration 114Q: 3 clusters Score -2654074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2654080.000000 Penalty: 4965.253418
	Iteration 115Q: 3 clusters Score -2654080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2654084.500000 Penalty: 4965.253418
	Iteration 116Q: 3 clusters Score -2654084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2654083.250000 Penalty: 4965.253418
	Iteration 117Q: 3 clusters Score -2654083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2654083.500000 Penalty: 4965.253418
	Iteration 118Q: 3 clusters Score -2654084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2654086.250000 Penalty: 4965.253418
	Iteration 119Q: 3 clusters Score -2654086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2654086.500000 Penalty: 4965.253418
	Iteration 120F: 3 clusters Score -2654086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2654088.250000 Penalty: 4965.253418
	Iteration 121Q: 3 clusters Score -2654088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2654088.500000 Penalty: 4965.253418
	Iteration 122Q: 3 clusters Score -2654088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2654083.750000 Penalty: 4965.253418
	Iteration 123Q: 3 clusters Score -2654084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2654083.750000 Penalty: 4965.253418
	Iteration 124Q: 3 clusters Score -2654084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2654086.000000 Penalty: 4965.253418
	Iteration 125Q: 3 clusters Score -2654086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2654092.500000 Penalty: 4965.253418
	Iteration 126Q: 3 clusters Score -2654092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2654094.000000 Penalty: 4965.253418
	Iteration 127Q: 3 clusters Score -2654094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2654094.000000 Penalty: 4965.253418
	Iteration 128F: 3 clusters Score -2654094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Entering Unmasked Estep 
Score: -20672032.000000 Penalty: 2990.518311
	Iteration 0F: 2 clusters Score -2.067203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -20558992.000000 Penalty: 5981.036621
	Iteration 0F: 3 clusters Score -2.055899e+07 nChanged 82456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -20608022.000000 Penalty: 5981.036621
	Iteration 1F: 3 clusters Score -2.060802e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84973 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -20609448.000000 Penalty: 5981.036621
	Iteration 2Q: 3 clusters Score -2.060945e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -20611288.000000 Penalty: 5981.036621
	Iteration 3Q: 3 clusters Score -2.061129e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -20613358.000000 Penalty: 5981.036621
	Iteration 4Q: 3 clusters Score -2.061336e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -20615818.000000 Penalty: 5981.036621
	Iteration 5Q: 3 clusters Score -2.061582e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -20618742.000000 Penalty: 5981.036621
	Iteration 6Q: 3 clusters Score -2.061874e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -20622510.000000 Penalty: 5981.036621
	Iteration 7Q: 3 clusters Score -2.062251e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -20627124.000000 Penalty: 5981.036621
	Iteration 8F: 3 clusters Score -2.062712e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -20633066.000000 Penalty: 5981.036621
	Iteration 9F: 3 clusters Score -2.063307e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -20640130.000000 Penalty: 5981.036621
	Iteration 10F: 3 clusters Score -2.064013e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 126714 members 
Entering Unmasked Estep 
Score: -20646768.000000 Penalty: 5981.036621
	Iteration 11F: 3 clusters Score -2.064677e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -20651716.000000 Penalty: 5981.036621
	Iteration 12Q: 3 clusters Score -2.065172e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -20655650.000000 Penalty: 5981.036621
	Iteration 13Q: 3 clusters Score -2.065565e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 145049 members 
Entering Unmasked Estep 
Score: -20658650.000000 Penalty: 5981.036621
	Iteration 14Q: 3 clusters Score -2.065865e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 149669 members 
Entering Unmasked Estep 
Score: -20661030.000000 Penalty: 5981.036621
	Iteration 15Q: 3 clusters Score -2.066103e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 153868 members 
Entering Unmasked Estep 
Score: -20663074.000000 Penalty: 5981.036621
	Iteration 16Q: 3 clusters Score -2.066307e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -20664678.000000 Penalty: 5981.036621
	Iteration 17Q: 3 clusters Score -2.066468e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 160608 members 
Entering Unmasked Estep 
Score: -20666054.000000 Penalty: 5981.036621
	Iteration 18Q: 3 clusters Score -2.066605e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -20667078.000000 Penalty: 5981.036621
	Iteration 19Q: 3 clusters Score -2.066708e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -20668006.000000 Penalty: 5981.036621
	Iteration 20F: 3 clusters Score -2.066801e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -20668564.000000 Penalty: 5981.036621
	Iteration 21Q: 3 clusters Score -2.066856e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 167809 members 
Entering Unmasked Estep 
Score: -20669044.000000 Penalty: 5981.036621
	Iteration 22Q: 3 clusters Score -2.066904e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 168579 members 
Entering Unmasked Estep 
Score: -20669296.000000 Penalty: 5981.036621
	Iteration 23Q: 3 clusters Score -2.06693e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 169150 members 
Entering Unmasked Estep 
Score: -20669470.000000 Penalty: 5981.036621
	Iteration 24Q: 3 clusters Score -2.066947e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 169573 members 
Entering Unmasked Estep 
Score: -20669568.000000 Penalty: 5981.036621
	Iteration 25Q: 3 clusters Score -2.066957e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -20669652.000000 Penalty: 5981.036621
	Iteration 26Q: 3 clusters Score -2.066965e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 170113 members 
Entering Unmasked Estep 
Score: -20669738.000000 Penalty: 5981.036621
	Iteration 27Q: 3 clusters Score -2.066974e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -20669778.000000 Penalty: 5981.036621
	Iteration 28Q: 3 clusters Score -2.066978e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -20669792.000000 Penalty: 5981.036621
	Iteration 29Q: 3 clusters Score -2.066979e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 170516 members 
Entering Unmasked Estep 
Score: -20669840.000000 Penalty: 5981.036621
	Iteration 30Q: 3 clusters Score -2.066984e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 170600 members 
Entering Unmasked Estep 
Score: -20669892.000000 Penalty: 5981.036621
	Iteration 31Q: 3 clusters Score -2.066989e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 170650 members 
Entering Unmasked Estep 
Score: -20669940.000000 Penalty: 5981.036621
	Iteration 32Q: 3 clusters Score -2.066994e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -20669938.000000 Penalty: 5981.036621
	Iteration 33Q: 3 clusters Score -2.066994e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -20669958.000000 Penalty: 5981.036621
	Iteration 34Q: 3 clusters Score -2.066996e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 170801 members 
Entering Unmasked Estep 
Score: -20669962.000000 Penalty: 5981.036621
	Iteration 35Q: 3 clusters Score -2.066996e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 170838 members 
Entering Unmasked Estep 
Score: -20669982.000000 Penalty: 5981.036621
	Iteration 36Q: 3 clusters Score -2.066998e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 170881 members 
Entering Unmasked Estep 
Score: -20669976.000000 Penalty: 5981.036621
	Iteration 37Q: 3 clusters Score -2.066998e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -20669988.000000 Penalty: 5981.036621
	Iteration 38Q: 3 clusters Score -2.066999e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 170944 members 
Entering Unmasked Estep 
Score: -20669980.000000 Penalty: 5981.036621
	Iteration 39Q: 3 clusters Score -2.066998e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 170973 members 
Entering Unmasked Estep 
Score: -20670010.000000 Penalty: 5981.036621
	Iteration 40F: 3 clusters Score -2.067001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 170986 members 
Entering Unmasked Estep 
Score: -20670014.000000 Penalty: 5981.036621
	Iteration 41Q: 3 clusters Score -2.067001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -20670030.000000 Penalty: 5981.036621
	Iteration 42Q: 3 clusters Score -2.067003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -20670018.000000 Penalty: 5981.036621
	Iteration 43Q: 3 clusters Score -2.067002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 171028 members 
Entering Unmasked Estep 
Score: -20670020.000000 Penalty: 5981.036621
	Iteration 44Q: 3 clusters Score -2.067002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 171040 members 
Entering Unmasked Estep 
Score: -20670034.000000 Penalty: 5981.036621
	Iteration 45Q: 3 clusters Score -2.067003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 171058 members 
Entering Unmasked Estep 
Score: -20670038.000000 Penalty: 5981.036621
	Iteration 46Q: 3 clusters Score -2.067004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 171074 members 
Entering Unmasked Estep 
Score: -20670054.000000 Penalty: 5981.036621
	Iteration 47Q: 3 clusters Score -2.067005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -20670034.000000 Penalty: 5981.036621
	Iteration 48Q: 3 clusters Score -2.067003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 171094 members 
Entering Unmasked Estep 
Score: -20670042.000000 Penalty: 5981.036621
	Iteration 49Q: 3 clusters Score -2.067004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -20670038.000000 Penalty: 5981.036621
	Iteration 50Q: 3 clusters Score -2.067004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -20670040.000000 Penalty: 5981.036621
	Iteration 51Q: 3 clusters Score -2.067004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 171103 members 
Entering Unmasked Estep 
Score: -20670044.000000 Penalty: 5981.036621
	Iteration 52Q: 3 clusters Score -2.067004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 171107 members 
Entering Unmasked Estep 
Score: -20670036.000000 Penalty: 5981.036621
	Iteration 53Q: 3 clusters Score -2.067004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 171109 members 
Entering Unmasked Estep 
Score: -20670040.000000 Penalty: 5981.036621
	Iteration 54Q: 3 clusters Score -2.067004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 171116 members 
Entering Unmasked Estep 
Score: -20670042.000000 Penalty: 5981.036621
	Iteration 55Q: 3 clusters Score -2.067004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 171122 members 
Entering Unmasked Estep 
Score: -20670050.000000 Penalty: 5981.036621
	Iteration 56Q: 3 clusters Score -2.067005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 171126 members 
Entering Unmasked Estep 
Score: -20670054.000000 Penalty: 5981.036621
	Iteration 57Q: 3 clusters Score -2.067005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 171128 members 
Entering Unmasked Estep 
Score: -20670042.000000 Penalty: 5981.036621
	Iteration 58Q: 3 clusters Score -2.067004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 171129 members 
Entering Unmasked Estep 
Score: -20670052.000000 Penalty: 5981.036621
	Iteration 59Q: 3 clusters Score -2.067005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -20670040.000000 Penalty: 5981.036621
	Iteration 60F: 3 clusters Score -2.067004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 171128 members 
Entering Unmasked Estep 
Score: -20670052.000000 Penalty: 5981.036621
	Iteration 61Q: 3 clusters Score -2.067005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 171128 members 
Entering Unmasked Estep 
Score: -20670052.000000 Penalty: 5981.036621
	Iteration 62F: 3 clusters Score -2.067005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Entering Unmasked Estep 
Score: -3002395.000000 Penalty: 2525.283691
	Iteration 0F: 2 clusters Score -3002395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2984231.750000 Penalty: 5050.567383
	Iteration 0F: 3 clusters Score -2984232 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2990879.250000 Penalty: 5050.567383
	Iteration 1F: 3 clusters Score -2990879 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2991697.750000 Penalty: 5050.567383
	Iteration 2F: 3 clusters Score -2991698 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2992623.250000 Penalty: 5050.567383
	Iteration 3F: 3 clusters Score -2992623 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2993753.000000 Penalty: 5050.567383
	Iteration 4F: 3 clusters Score -2993753 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2995087.250000 Penalty: 5050.567383
	Iteration 5F: 3 clusters Score -2995087 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2996527.000000 Penalty: 5050.567383
	Iteration 6F: 3 clusters Score -2996527 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2997887.750000 Penalty: 5050.567383
	Iteration 7F: 3 clusters Score -2997888 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2998990.000000 Penalty: 5050.567383
	Iteration 8F: 3 clusters Score -2998990 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2999718.250000 Penalty: 5050.567383
	Iteration 9Q: 3 clusters Score -2999718 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3000165.500000 Penalty: 5050.567383
	Iteration 10Q: 3 clusters Score -3000166 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3000507.750000 Penalty: 5050.567383
	Iteration 11Q: 3 clusters Score -3000508 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3000766.750000 Penalty: 5050.567383
	Iteration 12Q: 3 clusters Score -3000767 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3001007.500000 Penalty: 5050.567383
	Iteration 13Q: 3 clusters Score -3001008 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3001228.250000 Penalty: 5050.567383
	Iteration 14Q: 3 clusters Score -3001228 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3001428.250000 Penalty: 5050.567383
	Iteration 15Q: 3 clusters Score -3001428 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3001636.250000 Penalty: 5050.567383
	Iteration 16Q: 3 clusters Score -3001636 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3001857.500000 Penalty: 5050.567383
	Iteration 17Q: 3 clusters Score -3001858 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3002104.250000 Penalty: 5050.567383
	Iteration 18Q: 3 clusters Score -3002104 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3002408.750000 Penalty: 5050.567383
	Iteration 19Q: 3 clusters Score -3002409 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3002736.250000 Penalty: 5050.567383
	Iteration 20F: 3 clusters Score -3002736 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3003004.250000 Penalty: 5050.567383
	Iteration 21Q: 3 clusters Score -3003004 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3003175.750000 Penalty: 5050.567383
	Iteration 22Q: 3 clusters Score -3003176 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3003271.500000 Penalty: 5050.567383
	Iteration 23Q: 3 clusters Score -3003272 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3003332.250000 Penalty: 5050.567383
	Iteration 24Q: 3 clusters Score -3003332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3003348.500000 Penalty: 5050.567383
	Iteration 25Q: 3 clusters Score -3003348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3003357.750000 Penalty: 5050.567383
	Iteration 26Q: 3 clusters Score -3003358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3003370.000000 Penalty: 5050.567383
	Iteration 27Q: 3 clusters Score -3003370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3003368.750000 Penalty: 5050.567383
	Iteration 28Q: 3 clusters Score -3003369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3003377.500000 Penalty: 5050.567383
	Iteration 29Q: 3 clusters Score -3003378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3003377.000000 Penalty: 5050.567383
	Iteration 30Q: 3 clusters Score -3003377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3003377.750000 Penalty: 5050.567383
	Iteration 31Q: 3 clusters Score -3003378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3003390.500000 Penalty: 5050.567383
	Iteration 32Q: 3 clusters Score -3003390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3003386.000000 Penalty: 5050.567383
	Iteration 33Q: 3 clusters Score -3003386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3003383.750000 Penalty: 5050.567383
	Iteration 34Q: 3 clusters Score -3003384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3003379.250000 Penalty: 5050.567383
	Iteration 35Q: 3 clusters Score -3003379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3003380.500000 Penalty: 5050.567383
	Iteration 36Q: 3 clusters Score -3003380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3003380.500000 Penalty: 5050.567383
	Iteration 37Q: 3 clusters Score -3003380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3003378.750000 Penalty: 5050.567383
	Iteration 38Q: 3 clusters Score -3003379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3003380.500000 Penalty: 5050.567383
	Iteration 39Q: 3 clusters Score -3003380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3003377.750000 Penalty: 5050.567383
	Iteration 40F: 3 clusters Score -3003378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3003376.250000 Penalty: 5050.567383
	Iteration 41Q: 3 clusters Score -3003376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3003376.000000 Penalty: 5050.567383
	Iteration 42Q: 3 clusters Score -3003376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3003376.500000 Penalty: 5050.567383
	Iteration 43Q: 3 clusters Score -3003376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3003377.250000 Penalty: 5050.567383
	Iteration 44Q: 3 clusters Score -3003377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3003377.250000 Penalty: 5050.567383
	Iteration 45Q: 3 clusters Score -3003377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3003379.000000 Penalty: 5050.567383
	Iteration 46Q: 3 clusters Score -3003379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3003377.000000 Penalty: 5050.567383
	Iteration 47Q: 3 clusters Score -3003377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3003378.000000 Penalty: 5050.567383
	Iteration 48Q: 3 clusters Score -3003378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3003376.750000 Penalty: 5050.567383
	Iteration 49Q: 3 clusters Score -3003377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3003376.750000 Penalty: 5050.567383
	Iteration 50F: 3 clusters Score -3003377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167496 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165753 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113523 members 
Mstep: Class 12 contains 258844 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22261 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 8158 members 
Mstep: Class 24 contains 10010 members 
Mstep: Class 25 contains 47730 members 
Mstep: Class 26 contains 8266 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16535 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 18281 members 
Entering Unmasked Estep 
Score: -205568896.000000 Penalty: 132088.375000
Splitting cluster 23 changes total score from -205570416.000000 to -205568896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Entering Unmasked Estep 
Score: -1093699.750000 Penalty: 2284.412354
	Iteration 0F: 2 clusters Score -1093700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1086055.375000 Penalty: 4568.824707
	Iteration 0F: 3 clusters Score -1086055 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1088333.875000 Penalty: 4568.824707
	Iteration 1F: 3 clusters Score -1088334 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1088744.000000 Penalty: 4568.824707
	Iteration 2F: 3 clusters Score -1088744 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1089102.375000 Penalty: 4568.824707
	Iteration 3F: 3 clusters Score -1089102 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1089433.750000 Penalty: 4568.824707
	Iteration 4F: 3 clusters Score -1089434 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1089725.625000 Penalty: 4568.824707
	Iteration 5Q: 3 clusters Score -1089726 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1090004.125000 Penalty: 4568.824707
	Iteration 6Q: 3 clusters Score -1090004 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1090247.500000 Penalty: 4568.824707
	Iteration 7Q: 3 clusters Score -1090248 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1090448.375000 Penalty: 4568.824707
	Iteration 8Q: 3 clusters Score -1090448 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1090611.250000 Penalty: 4568.824707
	Iteration 9Q: 3 clusters Score -1090611 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1090737.000000 Penalty: 4568.824707
	Iteration 10Q: 3 clusters Score -1090737 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1090832.500000 Penalty: 4568.824707
	Iteration 11Q: 3 clusters Score -1090832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1090900.750000 Penalty: 4568.824707
	Iteration 12Q: 3 clusters Score -1090901 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1090952.125000 Penalty: 4568.824707
	Iteration 13Q: 3 clusters Score -1090952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1091000.500000 Penalty: 4568.824707
	Iteration 14Q: 3 clusters Score -1091000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1091053.375000 Penalty: 4568.824707
	Iteration 15Q: 3 clusters Score -1091053 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1091098.250000 Penalty: 4568.824707
	Iteration 16Q: 3 clusters Score -1091098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1091147.250000 Penalty: 4568.824707
	Iteration 17Q: 3 clusters Score -1091147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1091192.000000 Penalty: 4568.824707
	Iteration 18Q: 3 clusters Score -1091192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1091242.250000 Penalty: 4568.824707
	Iteration 19Q: 3 clusters Score -1091242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1091287.875000 Penalty: 4568.824707
	Iteration 20F: 3 clusters Score -1091288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1091332.000000 Penalty: 4568.824707
	Iteration 21Q: 3 clusters Score -1091332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1091369.375000 Penalty: 4568.824707
	Iteration 22Q: 3 clusters Score -1091369 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1091419.250000 Penalty: 4568.824707
	Iteration 23Q: 3 clusters Score -1091419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1091468.750000 Penalty: 4568.824707
	Iteration 24Q: 3 clusters Score -1091469 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1091509.250000 Penalty: 4568.824707
	Iteration 25Q: 3 clusters Score -1091509 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1091553.375000 Penalty: 4568.824707
	Iteration 26Q: 3 clusters Score -1091553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1091590.500000 Penalty: 4568.824707
	Iteration 27Q: 3 clusters Score -1091590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1091629.250000 Penalty: 4568.824707
	Iteration 28Q: 3 clusters Score -1091629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1091665.500000 Penalty: 4568.824707
	Iteration 29Q: 3 clusters Score -1091666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1091688.750000 Penalty: 4568.824707
	Iteration 30Q: 3 clusters Score -1091689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1091700.875000 Penalty: 4568.824707
	Iteration 31Q: 3 clusters Score -1091701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1091715.625000 Penalty: 4568.824707
	Iteration 32Q: 3 clusters Score -1091716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1091727.875000 Penalty: 4568.824707
	Iteration 33Q: 3 clusters Score -1091728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1091745.125000 Penalty: 4568.824707
	Iteration 34Q: 3 clusters Score -1091745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1091760.875000 Penalty: 4568.824707
	Iteration 35Q: 3 clusters Score -1091761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1091775.250000 Penalty: 4568.824707
	Iteration 36Q: 3 clusters Score -1091775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1091789.750000 Penalty: 4568.824707
	Iteration 37Q: 3 clusters Score -1091790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1091813.875000 Penalty: 4568.824707
	Iteration 38Q: 3 clusters Score -1091814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1091846.000000 Penalty: 4568.824707
	Iteration 39Q: 3 clusters Score -1091846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1091873.250000 Penalty: 4568.824707
	Iteration 40F: 3 clusters Score -1091873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1091894.750000 Penalty: 4568.824707
	Iteration 41Q: 3 clusters Score -1091895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1091911.375000 Penalty: 4568.824707
	Iteration 42Q: 3 clusters Score -1091911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1091924.750000 Penalty: 4568.824707
	Iteration 43Q: 3 clusters Score -1091925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1091931.375000 Penalty: 4568.824707
	Iteration 44Q: 3 clusters Score -1091931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1091938.750000 Penalty: 4568.824707
	Iteration 45Q: 3 clusters Score -1091939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1091944.875000 Penalty: 4568.824707
	Iteration 46Q: 3 clusters Score -1091945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1091951.250000 Penalty: 4568.824707
	Iteration 47Q: 3 clusters Score -1091951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1091957.375000 Penalty: 4568.824707
	Iteration 48Q: 3 clusters Score -1091957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1091970.250000 Penalty: 4568.824707
	Iteration 49Q: 3 clusters Score -1091970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1091976.875000 Penalty: 4568.824707
	Iteration 50Q: 3 clusters Score -1091977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1091979.000000 Penalty: 4568.824707
	Iteration 51Q: 3 clusters Score -1091979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1091983.500000 Penalty: 4568.824707
	Iteration 52Q: 3 clusters Score -1091984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1091981.625000 Penalty: 4568.824707
	Iteration 53Q: 3 clusters Score -1091982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1091983.375000 Penalty: 4568.824707
	Iteration 54Q: 3 clusters Score -1091983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1091984.500000 Penalty: 4568.824707
	Iteration 55Q: 3 clusters Score -1091984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1091984.500000 Penalty: 4568.824707
	Iteration 56F: 3 clusters Score -1091984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Entering Unmasked Estep 
Score: -5631053.000000 Penalty: 2671.782227
	Iteration 0F: 2 clusters Score -5631053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -5598971.000000 Penalty: 5343.564453
	Iteration 0F: 3 clusters Score -5598971 nChanged 21917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5611274.000000 Penalty: 5343.564453
	Iteration 1F: 3 clusters Score -5611274 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5611903.000000 Penalty: 5343.564453
	Iteration 2Q: 3 clusters Score -5611903 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -5612630.500000 Penalty: 5343.564453
	Iteration 3Q: 3 clusters Score -5612630 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5613539.000000 Penalty: 5343.564453
	Iteration 4Q: 3 clusters Score -5613539 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5614685.000000 Penalty: 5343.564453
	Iteration 5F: 3 clusters Score -5614685 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5616069.500000 Penalty: 5343.564453
	Iteration 6F: 3 clusters Score -5616070 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -5617740.500000 Penalty: 5343.564453
	Iteration 7F: 3 clusters Score -5617740 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -5619657.000000 Penalty: 5343.564453
	Iteration 8F: 3 clusters Score -5619657 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5621763.500000 Penalty: 5343.564453
	Iteration 9F: 3 clusters Score -5621764 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -5623711.000000 Penalty: 5343.564453
	Iteration 10F: 3 clusters Score -5623711 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5625385.000000 Penalty: 5343.564453
	Iteration 11Q: 3 clusters Score -5625385 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5626565.500000 Penalty: 5343.564453
	Iteration 12Q: 3 clusters Score -5626566 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5627323.000000 Penalty: 5343.564453
	Iteration 13Q: 3 clusters Score -5627323 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5627779.500000 Penalty: 5343.564453
	Iteration 14Q: 3 clusters Score -5627780 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5628170.500000 Penalty: 5343.564453
	Iteration 15Q: 3 clusters Score -5628170 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5628538.500000 Penalty: 5343.564453
	Iteration 16Q: 3 clusters Score -5628538 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5628809.000000 Penalty: 5343.564453
	Iteration 17Q: 3 clusters Score -5628809 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5628991.500000 Penalty: 5343.564453
	Iteration 18Q: 3 clusters Score -5628992 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5629103.500000 Penalty: 5343.564453
	Iteration 19Q: 3 clusters Score -5629104 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5629186.000000 Penalty: 5343.564453
	Iteration 20F: 3 clusters Score -5629186 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5629210.500000 Penalty: 5343.564453
	Iteration 21Q: 3 clusters Score -5629210 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -5629247.500000 Penalty: 5343.564453
	Iteration 22Q: 3 clusters Score -5629248 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5629287.000000 Penalty: 5343.564453
	Iteration 23Q: 3 clusters Score -5629287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -5629311.500000 Penalty: 5343.564453
	Iteration 24Q: 3 clusters Score -5629312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5629330.000000 Penalty: 5343.564453
	Iteration 25Q: 3 clusters Score -5629330 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -5629354.000000 Penalty: 5343.564453
	Iteration 26Q: 3 clusters Score -5629354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5629358.000000 Penalty: 5343.564453
	Iteration 27Q: 3 clusters Score -5629358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -5629369.000000 Penalty: 5343.564453
	Iteration 28Q: 3 clusters Score -5629369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5629381.000000 Penalty: 5343.564453
	Iteration 29Q: 3 clusters Score -5629381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -5629396.000000 Penalty: 5343.564453
	Iteration 30Q: 3 clusters Score -5629396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5629399.000000 Penalty: 5343.564453
	Iteration 31Q: 3 clusters Score -5629399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5629397.000000 Penalty: 5343.564453
	Iteration 32Q: 3 clusters Score -5629397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5629416.000000 Penalty: 5343.564453
	Iteration 33Q: 3 clusters Score -5629416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5629417.000000 Penalty: 5343.564453
	Iteration 34Q: 3 clusters Score -5629417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5629412.000000 Penalty: 5343.564453
	Iteration 35Q: 3 clusters Score -5629412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -5629422.500000 Penalty: 5343.564453
	Iteration 36Q: 3 clusters Score -5629422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5629415.500000 Penalty: 5343.564453
	Iteration 37Q: 3 clusters Score -5629416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5629419.000000 Penalty: 5343.564453
	Iteration 38Q: 3 clusters Score -5629419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5629412.500000 Penalty: 5343.564453
	Iteration 39Q: 3 clusters Score -5629412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5629430.500000 Penalty: 5343.564453
	Iteration 40F: 3 clusters Score -5629430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5629443.000000 Penalty: 5343.564453
	Iteration 41Q: 3 clusters Score -5629443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5629438.500000 Penalty: 5343.564453
	Iteration 42Q: 3 clusters Score -5629438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5629430.000000 Penalty: 5343.564453
	Iteration 43Q: 3 clusters Score -5629430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5629436.000000 Penalty: 5343.564453
	Iteration 44Q: 3 clusters Score -5629436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5629434.500000 Penalty: 5343.564453
	Iteration 45Q: 3 clusters Score -5629434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -5629430.000000 Penalty: 5343.564453
	Iteration 46Q: 3 clusters Score -5629430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5629421.500000 Penalty: 5343.564453
	Iteration 47Q: 3 clusters Score -5629422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5629431.000000 Penalty: 5343.564453
	Iteration 48Q: 3 clusters Score -5629431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5629433.000000 Penalty: 5343.564453
	Iteration 49Q: 3 clusters Score -5629433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -5629433.500000 Penalty: 5343.564453
	Iteration 50Q: 3 clusters Score -5629434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5629437.500000 Penalty: 5343.564453
	Iteration 51Q: 3 clusters Score -5629438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5629433.500000 Penalty: 5343.564453
	Iteration 52Q: 3 clusters Score -5629434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5629431.500000 Penalty: 5343.564453
	Iteration 53Q: 3 clusters Score -5629432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5629430.500000 Penalty: 5343.564453
	Iteration 54Q: 3 clusters Score -5629430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5629435.500000 Penalty: 5343.564453
	Iteration 55Q: 3 clusters Score -5629436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5629432.500000 Penalty: 5343.564453
	Iteration 56Q: 3 clusters Score -5629432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5629432.000000 Penalty: 5343.564453
	Iteration 57Q: 3 clusters Score -5629432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5629433.500000 Penalty: 5343.564453
	Iteration 58Q: 3 clusters Score -5629434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5629424.500000 Penalty: 5343.564453
	Iteration 59Q: 3 clusters Score -5629424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5629431.000000 Penalty: 5343.564453
	Iteration 60F: 3 clusters Score -5629431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5629430.500000 Penalty: 5343.564453
	Iteration 61Q: 3 clusters Score -5629430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5629429.000000 Penalty: 5343.564453
	Iteration 62Q: 3 clusters Score -5629429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5629425.500000 Penalty: 5343.564453
	Iteration 63Q: 3 clusters Score -5629426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5629427.000000 Penalty: 5343.564453
	Iteration 64Q: 3 clusters Score -5629427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5629428.500000 Penalty: 5343.564453
	Iteration 65Q: 3 clusters Score -5629428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5629427.000000 Penalty: 5343.564453
	Iteration 66Q: 3 clusters Score -5629427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -5629424.000000 Penalty: 5343.564453
	Iteration 67Q: 3 clusters Score -5629424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5629423.500000 Penalty: 5343.564453
	Iteration 68Q: 3 clusters Score -5629424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -5629429.500000 Penalty: 5343.564453
	Iteration 69Q: 3 clusters Score -5629430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5629433.500000 Penalty: 5343.564453
	Iteration 70Q: 3 clusters Score -5629434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5629428.000000 Penalty: 5343.564453
	Iteration 71Q: 3 clusters Score -5629428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5629428.500000 Penalty: 5343.564453
	Iteration 72Q: 3 clusters Score -5629428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5629426.500000 Penalty: 5343.564453
	Iteration 73Q: 3 clusters Score -5629426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -5629426.500000 Penalty: 5343.564453
	Iteration 74Q: 3 clusters Score -5629426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5629419.000000 Penalty: 5343.564453
	Iteration 75Q: 3 clusters Score -5629419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -5629421.000000 Penalty: 5343.564453
	Iteration 76Q: 3 clusters Score -5629421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5629419.000000 Penalty: 5343.564453
	Iteration 77Q: 3 clusters Score -5629419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5629421.000000 Penalty: 5343.564453
	Iteration 78Q: 3 clusters Score -5629421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5629419.500000 Penalty: 5343.564453
	Iteration 79Q: 3 clusters Score -5629420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5629421.500000 Penalty: 5343.564453
	Iteration 80F: 3 clusters Score -5629422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -5629418.500000 Penalty: 5343.564453
	Iteration 81Q: 3 clusters Score -5629418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -5629421.500000 Penalty: 5343.564453
	Iteration 82Q: 3 clusters Score -5629422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5629420.000000 Penalty: 5343.564453
	Iteration 83Q: 3 clusters Score -5629420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5629420.000000 Penalty: 5343.564453
	Iteration 84F: 3 clusters Score -5629420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -944903.187500 Penalty: 2236.936768
	Iteration 0F: 2 clusters Score -944903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -938366.250000 Penalty: 4473.873535
	Iteration 0F: 3 clusters Score -938366.2 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -940116.500000 Penalty: 4473.873535
	Iteration 1F: 3 clusters Score -940116.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -940404.375000 Penalty: 4473.873535
	Iteration 2F: 3 clusters Score -940404.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -940642.687500 Penalty: 4473.873535
	Iteration 3F: 3 clusters Score -940642.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -940848.312500 Penalty: 4473.873535
	Iteration 4Q: 3 clusters Score -940848.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -941032.187500 Penalty: 4473.873535
	Iteration 5Q: 3 clusters Score -941032.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -941184.750000 Penalty: 4473.873535
	Iteration 6Q: 3 clusters Score -941184.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -941317.187500 Penalty: 4473.873535
	Iteration 7Q: 3 clusters Score -941317.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -941415.500000 Penalty: 4473.873535
	Iteration 8Q: 3 clusters Score -941415.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -941503.875000 Penalty: 4473.873535
	Iteration 9Q: 3 clusters Score -941503.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -941603.125000 Penalty: 4473.873535
	Iteration 10Q: 3 clusters Score -941603.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -941690.375000 Penalty: 4473.873535
	Iteration 11Q: 3 clusters Score -941690.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -941770.625000 Penalty: 4473.873535
	Iteration 12Q: 3 clusters Score -941770.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -941843.437500 Penalty: 4473.873535
	Iteration 13Q: 3 clusters Score -941843.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -941913.437500 Penalty: 4473.873535
	Iteration 14Q: 3 clusters Score -941913.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -941978.562500 Penalty: 4473.873535
	Iteration 15Q: 3 clusters Score -941978.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -942054.062500 Penalty: 4473.873535
	Iteration 16Q: 3 clusters Score -942054.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -942109.500000 Penalty: 4473.873535
	Iteration 17Q: 3 clusters Score -942109.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -942157.250000 Penalty: 4473.873535
	Iteration 18Q: 3 clusters Score -942157.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -942203.687500 Penalty: 4473.873535
	Iteration 19Q: 3 clusters Score -942203.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -942248.875000 Penalty: 4473.873535
	Iteration 20F: 3 clusters Score -942248.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -942294.937500 Penalty: 4473.873535
	Iteration 21Q: 3 clusters Score -942294.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -942325.687500 Penalty: 4473.873535
	Iteration 22Q: 3 clusters Score -942325.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -942355.312500 Penalty: 4473.873535
	Iteration 23Q: 3 clusters Score -942355.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -942388.187500 Penalty: 4473.873535
	Iteration 24Q: 3 clusters Score -942388.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -942419.312500 Penalty: 4473.873535
	Iteration 25Q: 3 clusters Score -942419.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -942444.687500 Penalty: 4473.873535
	Iteration 26Q: 3 clusters Score -942444.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -942473.062500 Penalty: 4473.873535
	Iteration 27Q: 3 clusters Score -942473.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -942506.375000 Penalty: 4473.873535
	Iteration 28Q: 3 clusters Score -942506.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -942539.437500 Penalty: 4473.873535
	Iteration 29Q: 3 clusters Score -942539.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -942578.062500 Penalty: 4473.873535
	Iteration 30Q: 3 clusters Score -942578.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -942616.562500 Penalty: 4473.873535
	Iteration 31Q: 3 clusters Score -942616.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -942648.812500 Penalty: 4473.873535
	Iteration 32Q: 3 clusters Score -942648.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -942680.687500 Penalty: 4473.873535
	Iteration 33Q: 3 clusters Score -942680.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -942713.437500 Penalty: 4473.873535
	Iteration 34Q: 3 clusters Score -942713.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -942741.937500 Penalty: 4473.873535
	Iteration 35Q: 3 clusters Score -942741.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -942772.500000 Penalty: 4473.873535
	Iteration 36Q: 3 clusters Score -942772.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -942798.437500 Penalty: 4473.873535
	Iteration 37Q: 3 clusters Score -942798.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -942818.000000 Penalty: 4473.873535
	Iteration 38Q: 3 clusters Score -942818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -942834.812500 Penalty: 4473.873535
	Iteration 39Q: 3 clusters Score -942834.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -942847.562500 Penalty: 4473.873535
	Iteration 40F: 3 clusters Score -942847.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -942860.000000 Penalty: 4473.873535
	Iteration 41Q: 3 clusters Score -942860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -942866.812500 Penalty: 4473.873535
	Iteration 42Q: 3 clusters Score -942866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -942874.312500 Penalty: 4473.873535
	Iteration 43Q: 3 clusters Score -942874.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -942882.687500 Penalty: 4473.873535
	Iteration 44Q: 3 clusters Score -942882.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -942888.937500 Penalty: 4473.873535
	Iteration 45Q: 3 clusters Score -942888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -942896.000000 Penalty: 4473.873535
	Iteration 46Q: 3 clusters Score -942896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -942900.750000 Penalty: 4473.873535
	Iteration 47Q: 3 clusters Score -942900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -942906.875000 Penalty: 4473.873535
	Iteration 48Q: 3 clusters Score -942906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -942911.812500 Penalty: 4473.873535
	Iteration 49Q: 3 clusters Score -942911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -942914.812500 Penalty: 4473.873535
	Iteration 50Q: 3 clusters Score -942914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -942916.312500 Penalty: 4473.873535
	Iteration 51Q: 3 clusters Score -942916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -942918.562500 Penalty: 4473.873535
	Iteration 52Q: 3 clusters Score -942918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -942919.375000 Penalty: 4473.873535
	Iteration 53Q: 3 clusters Score -942919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -942920.750000 Penalty: 4473.873535
	Iteration 54Q: 3 clusters Score -942920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -942923.187500 Penalty: 4473.873535
	Iteration 55Q: 3 clusters Score -942923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -942924.812500 Penalty: 4473.873535
	Iteration 56Q: 3 clusters Score -942924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -942929.250000 Penalty: 4473.873535
	Iteration 57Q: 3 clusters Score -942929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -942930.312500 Penalty: 4473.873535
	Iteration 58Q: 3 clusters Score -942930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -942931.625000 Penalty: 4473.873535
	Iteration 59Q: 3 clusters Score -942931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -942932.187500 Penalty: 4473.873535
	Iteration 60F: 3 clusters Score -942932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -942933.187500 Penalty: 4473.873535
	Iteration 61Q: 3 clusters Score -942933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -942933.562500 Penalty: 4473.873535
	Iteration 62Q: 3 clusters Score -942933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -942934.312500 Penalty: 4473.873535
	Iteration 63Q: 3 clusters Score -942934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -942934.312500 Penalty: 4473.873535
	Iteration 64F: 3 clusters Score -942934.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Entering Unmasked Estep 
Score: -8774533.000000 Penalty: 2777.913818
	Iteration 0F: 2 clusters Score -8774533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8725513.000000 Penalty: 5555.827637
	Iteration 0F: 3 clusters Score -8725513 nChanged 34386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -8744978.000000 Penalty: 5555.827637
	Iteration 1F: 3 clusters Score -8744978 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -8745705.000000 Penalty: 5555.827637
	Iteration 2Q: 3 clusters Score -8745705 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -8746564.000000 Penalty: 5555.827637
	Iteration 3Q: 3 clusters Score -8746564 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -8747618.000000 Penalty: 5555.827637
	Iteration 4Q: 3 clusters Score -8747618 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -8749118.000000 Penalty: 5555.827637
	Iteration 5Q: 3 clusters Score -8749118 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -8750954.000000 Penalty: 5555.827637
	Iteration 6F: 3 clusters Score -8750954 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -8753220.000000 Penalty: 5555.827637
	Iteration 7F: 3 clusters Score -8753220 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -8755950.000000 Penalty: 5555.827637
	Iteration 8F: 3 clusters Score -8755950 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -8758945.000000 Penalty: 5555.827637
	Iteration 9F: 3 clusters Score -8758945 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -8761434.000000 Penalty: 5555.827637
	Iteration 10F: 3 clusters Score -8761434 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8763122.000000 Penalty: 5555.827637
	Iteration 11Q: 3 clusters Score -8763122 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -8764013.000000 Penalty: 5555.827637
	Iteration 12Q: 3 clusters Score -8764013 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -8764421.000000 Penalty: 5555.827637
	Iteration 13Q: 3 clusters Score -8764421 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -8764598.000000 Penalty: 5555.827637
	Iteration 14Q: 3 clusters Score -8764598 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8764738.000000 Penalty: 5555.827637
	Iteration 15Q: 3 clusters Score -8764738 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -8764863.000000 Penalty: 5555.827637
	Iteration 16Q: 3 clusters Score -8764863 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -8765047.000000 Penalty: 5555.827637
	Iteration 17Q: 3 clusters Score -8765047 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8765139.000000 Penalty: 5555.827637
	Iteration 18Q: 3 clusters Score -8765139 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8765309.000000 Penalty: 5555.827637
	Iteration 19Q: 3 clusters Score -8765309 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8765460.000000 Penalty: 5555.827637
	Iteration 20F: 3 clusters Score -8765460 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8765647.000000 Penalty: 5555.827637
	Iteration 21Q: 3 clusters Score -8765647 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8765736.000000 Penalty: 5555.827637
	Iteration 22Q: 3 clusters Score -8765736 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -8765865.000000 Penalty: 5555.827637
	Iteration 23Q: 3 clusters Score -8765865 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -8766003.000000 Penalty: 5555.827637
	Iteration 24Q: 3 clusters Score -8766003 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -8766096.000000 Penalty: 5555.827637
	Iteration 25Q: 3 clusters Score -8766096 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -8766239.000000 Penalty: 5555.827637
	Iteration 26Q: 3 clusters Score -8766239 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -8766405.000000 Penalty: 5555.827637
	Iteration 27Q: 3 clusters Score -8766405 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -8766527.000000 Penalty: 5555.827637
	Iteration 28Q: 3 clusters Score -8766527 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -8766654.000000 Penalty: 5555.827637
	Iteration 29Q: 3 clusters Score -8766654 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -8766786.000000 Penalty: 5555.827637
	Iteration 30Q: 3 clusters Score -8766786 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -8766936.000000 Penalty: 5555.827637
	Iteration 31Q: 3 clusters Score -8766936 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8767100.000000 Penalty: 5555.827637
	Iteration 32Q: 3 clusters Score -8767100 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -8767216.000000 Penalty: 5555.827637
	Iteration 33Q: 3 clusters Score -8767216 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -8767343.000000 Penalty: 5555.827637
	Iteration 34Q: 3 clusters Score -8767343 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -8767479.000000 Penalty: 5555.827637
	Iteration 35Q: 3 clusters Score -8767479 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -8767625.000000 Penalty: 5555.827637
	Iteration 36Q: 3 clusters Score -8767625 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -8767831.000000 Penalty: 5555.827637
	Iteration 37Q: 3 clusters Score -8767831 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -8767962.000000 Penalty: 5555.827637
	Iteration 38Q: 3 clusters Score -8767962 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -8768053.000000 Penalty: 5555.827637
	Iteration 39Q: 3 clusters Score -8768053 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -8768175.000000 Penalty: 5555.827637
	Iteration 40F: 3 clusters Score -8768175 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -8768310.000000 Penalty: 5555.827637
	Iteration 41Q: 3 clusters Score -8768310 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -8768473.000000 Penalty: 5555.827637
	Iteration 42Q: 3 clusters Score -8768473 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -8768620.000000 Penalty: 5555.827637
	Iteration 43Q: 3 clusters Score -8768620 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -8768738.000000 Penalty: 5555.827637
	Iteration 44Q: 3 clusters Score -8768738 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -8768878.000000 Penalty: 5555.827637
	Iteration 45Q: 3 clusters Score -8768878 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -8769011.000000 Penalty: 5555.827637
	Iteration 46Q: 3 clusters Score -8769011 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -8769137.000000 Penalty: 5555.827637
	Iteration 47Q: 3 clusters Score -8769137 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -8769265.000000 Penalty: 5555.827637
	Iteration 48Q: 3 clusters Score -8769265 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -8769424.000000 Penalty: 5555.827637
	Iteration 49Q: 3 clusters Score -8769424 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -8769501.000000 Penalty: 5555.827637
	Iteration 50Q: 3 clusters Score -8769501 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -8769679.000000 Penalty: 5555.827637
	Iteration 51Q: 3 clusters Score -8769679 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -8769803.000000 Penalty: 5555.827637
	Iteration 52Q: 3 clusters Score -8769803 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -8769937.000000 Penalty: 5555.827637
	Iteration 53Q: 3 clusters Score -8769937 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -8770108.000000 Penalty: 5555.827637
	Iteration 54Q: 3 clusters Score -8770108 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -8770219.000000 Penalty: 5555.827637
	Iteration 55Q: 3 clusters Score -8770219 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -8770382.000000 Penalty: 5555.827637
	Iteration 56Q: 3 clusters Score -8770382 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -8770542.000000 Penalty: 5555.827637
	Iteration 57Q: 3 clusters Score -8770542 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -8770656.000000 Penalty: 5555.827637
	Iteration 58Q: 3 clusters Score -8770656 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -8770795.000000 Penalty: 5555.827637
	Iteration 59Q: 3 clusters Score -8770795 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -8770933.000000 Penalty: 5555.827637
	Iteration 60F: 3 clusters Score -8770933 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -8771077.000000 Penalty: 5555.827637
	Iteration 61Q: 3 clusters Score -8771077 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -8771189.000000 Penalty: 5555.827637
	Iteration 62Q: 3 clusters Score -8771189 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -8771290.000000 Penalty: 5555.827637
	Iteration 63Q: 3 clusters Score -8771290 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -8771390.000000 Penalty: 5555.827637
	Iteration 64Q: 3 clusters Score -8771390 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -8771540.000000 Penalty: 5555.827637
	Iteration 65Q: 3 clusters Score -8771540 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -8771635.000000 Penalty: 5555.827637
	Iteration 66Q: 3 clusters Score -8771635 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -8771735.000000 Penalty: 5555.827637
	Iteration 67Q: 3 clusters Score -8771735 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -8771787.000000 Penalty: 5555.827637
	Iteration 68Q: 3 clusters Score -8771787 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -8771856.000000 Penalty: 5555.827637
	Iteration 69Q: 3 clusters Score -8771856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -8771898.000000 Penalty: 5555.827637
	Iteration 70Q: 3 clusters Score -8771898 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -8771964.000000 Penalty: 5555.827637
	Iteration 71Q: 3 clusters Score -8771964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -8772029.000000 Penalty: 5555.827637
	Iteration 72Q: 3 clusters Score -8772029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -8772076.000000 Penalty: 5555.827637
	Iteration 73Q: 3 clusters Score -8772076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -8772117.000000 Penalty: 5555.827637
	Iteration 74Q: 3 clusters Score -8772117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -8772147.000000 Penalty: 5555.827637
	Iteration 75Q: 3 clusters Score -8772147 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -8772156.000000 Penalty: 5555.827637
	Iteration 76Q: 3 clusters Score -8772156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -8772171.000000 Penalty: 5555.827637
	Iteration 77Q: 3 clusters Score -8772171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -8772181.000000 Penalty: 5555.827637
	Iteration 78Q: 3 clusters Score -8772181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -8772200.000000 Penalty: 5555.827637
	Iteration 79Q: 3 clusters Score -8772200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -8772215.000000 Penalty: 5555.827637
	Iteration 80F: 3 clusters Score -8772215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -8772214.000000 Penalty: 5555.827637
	Iteration 81Q: 3 clusters Score -8772214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -8772231.000000 Penalty: 5555.827637
	Iteration 82Q: 3 clusters Score -8772231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -8772234.000000 Penalty: 5555.827637
	Iteration 83Q: 3 clusters Score -8772234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -8772235.000000 Penalty: 5555.827637
	Iteration 84Q: 3 clusters Score -8772235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -8772241.000000 Penalty: 5555.827637
	Iteration 85Q: 3 clusters Score -8772241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -8772267.000000 Penalty: 5555.827637
	Iteration 86Q: 3 clusters Score -8772267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -8772278.000000 Penalty: 5555.827637
	Iteration 87Q: 3 clusters Score -8772278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -8772290.000000 Penalty: 5555.827637
	Iteration 88Q: 3 clusters Score -8772290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -8772297.000000 Penalty: 5555.827637
	Iteration 89Q: 3 clusters Score -8772297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -8772311.000000 Penalty: 5555.827637
	Iteration 90Q: 3 clusters Score -8772311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8772318.000000 Penalty: 5555.827637
	Iteration 91Q: 3 clusters Score -8772318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -8772325.000000 Penalty: 5555.827637
	Iteration 92Q: 3 clusters Score -8772325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -8772319.000000 Penalty: 5555.827637
	Iteration 93Q: 3 clusters Score -8772319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -8772325.000000 Penalty: 5555.827637
	Iteration 94Q: 3 clusters Score -8772325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -8772321.000000 Penalty: 5555.827637
	Iteration 95Q: 3 clusters Score -8772321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -8772320.000000 Penalty: 5555.827637
	Iteration 96Q: 3 clusters Score -8772320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -8772338.000000 Penalty: 5555.827637
	Iteration 97Q: 3 clusters Score -8772338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -8772333.000000 Penalty: 5555.827637
	Iteration 98Q: 3 clusters Score -8772333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -8772331.000000 Penalty: 5555.827637
	Iteration 99Q: 3 clusters Score -8772331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -8772345.000000 Penalty: 5555.827637
	Iteration 100F: 3 clusters Score -8772345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -8772344.000000 Penalty: 5555.827637
	Iteration 101Q: 3 clusters Score -8772344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -8772349.000000 Penalty: 5555.827637
	Iteration 102Q: 3 clusters Score -8772349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -8772342.000000 Penalty: 5555.827637
	Iteration 103Q: 3 clusters Score -8772342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -8772345.000000 Penalty: 5555.827637
	Iteration 104Q: 3 clusters Score -8772345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -8772349.000000 Penalty: 5555.827637
	Iteration 105Q: 3 clusters Score -8772349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -8772346.000000 Penalty: 5555.827637
	Iteration 106Q: 3 clusters Score -8772346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -8772354.000000 Penalty: 5555.827637
	Iteration 107Q: 3 clusters Score -8772354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -8772353.000000 Penalty: 5555.827637
	Iteration 108Q: 3 clusters Score -8772353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -8772360.000000 Penalty: 5555.827637
	Iteration 109Q: 3 clusters Score -8772360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -8772352.000000 Penalty: 5555.827637
	Iteration 110Q: 3 clusters Score -8772352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -8772349.000000 Penalty: 5555.827637
	Iteration 111Q: 3 clusters Score -8772349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -8772354.000000 Penalty: 5555.827637
	Iteration 112Q: 3 clusters Score -8772354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -8772355.000000 Penalty: 5555.827637
	Iteration 113Q: 3 clusters Score -8772355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -8772367.000000 Penalty: 5555.827637
	Iteration 114Q: 3 clusters Score -8772367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -8772355.000000 Penalty: 5555.827637
	Iteration 115Q: 3 clusters Score -8772355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -8772353.000000 Penalty: 5555.827637
	Iteration 116Q: 3 clusters Score -8772353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -8772351.000000 Penalty: 5555.827637
	Iteration 117Q: 3 clusters Score -8772351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -8772352.000000 Penalty: 5555.827637
	Iteration 118Q: 3 clusters Score -8772352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -8772361.000000 Penalty: 5555.827637
	Iteration 119Q: 3 clusters Score -8772361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -8772363.000000 Penalty: 5555.827637
	Iteration 120F: 3 clusters Score -8772363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -8772357.000000 Penalty: 5555.827637
	Iteration 121Q: 3 clusters Score -8772357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -8772360.000000 Penalty: 5555.827637
	Iteration 122Q: 3 clusters Score -8772360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -8772362.000000 Penalty: 5555.827637
	Iteration 123Q: 3 clusters Score -8772362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -8772360.000000 Penalty: 5555.827637
	Iteration 124Q: 3 clusters Score -8772360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -8772358.000000 Penalty: 5555.827637
	Iteration 125Q: 3 clusters Score -8772358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -8772353.000000 Penalty: 5555.827637
	Iteration 126Q: 3 clusters Score -8772353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -8772357.000000 Penalty: 5555.827637
	Iteration 127Q: 3 clusters Score -8772357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -8772357.000000 Penalty: 5555.827637
	Iteration 128F: 3 clusters Score -8772357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -530135.375000 Penalty: 2103.788086
	Iteration 0F: 2 clusters Score -530135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -525730.000000 Penalty: 4207.576172
	Iteration 0F: 3 clusters Score -525730 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -526831.562500 Penalty: 4207.576172
	Iteration 1F: 3 clusters Score -526831.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -527163.937500 Penalty: 4207.576172
	Iteration 2F: 3 clusters Score -527163.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -527387.187500 Penalty: 4207.576172
	Iteration 3F: 3 clusters Score -527387.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -527556.500000 Penalty: 4207.576172
	Iteration 4Q: 3 clusters Score -527556.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -527697.375000 Penalty: 4207.576172
	Iteration 5Q: 3 clusters Score -527697.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -527824.625000 Penalty: 4207.576172
	Iteration 6Q: 3 clusters Score -527824.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -527906.375000 Penalty: 4207.576172
	Iteration 7Q: 3 clusters Score -527906.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -527957.375000 Penalty: 4207.576172
	Iteration 8Q: 3 clusters Score -527957.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -527985.500000 Penalty: 4207.576172
	Iteration 9Q: 3 clusters Score -527985.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -528011.750000 Penalty: 4207.576172
	Iteration 10Q: 3 clusters Score -528011.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -528040.562500 Penalty: 4207.576172
	Iteration 11Q: 3 clusters Score -528040.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -528070.000000 Penalty: 4207.576172
	Iteration 12Q: 3 clusters Score -528070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -528089.500000 Penalty: 4207.576172
	Iteration 13Q: 3 clusters Score -528089.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -528103.687500 Penalty: 4207.576172
	Iteration 14Q: 3 clusters Score -528103.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -528124.437500 Penalty: 4207.576172
	Iteration 15Q: 3 clusters Score -528124.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -528140.812500 Penalty: 4207.576172
	Iteration 16Q: 3 clusters Score -528140.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -528164.312500 Penalty: 4207.576172
	Iteration 17Q: 3 clusters Score -528164.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -528183.375000 Penalty: 4207.576172
	Iteration 18Q: 3 clusters Score -528183.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -528201.187500 Penalty: 4207.576172
	Iteration 19Q: 3 clusters Score -528201.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -528211.937500 Penalty: 4207.576172
	Iteration 20F: 3 clusters Score -528211.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -528219.000000 Penalty: 4207.576172
	Iteration 21Q: 3 clusters Score -528219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -528224.125000 Penalty: 4207.576172
	Iteration 22Q: 3 clusters Score -528224.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -528227.937500 Penalty: 4207.576172
	Iteration 23Q: 3 clusters Score -528227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -528230.125000 Penalty: 4207.576172
	Iteration 24Q: 3 clusters Score -528230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -528233.875000 Penalty: 4207.576172
	Iteration 25Q: 3 clusters Score -528233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -528236.625000 Penalty: 4207.576172
	Iteration 26Q: 3 clusters Score -528236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -528236.937500 Penalty: 4207.576172
	Iteration 27Q: 3 clusters Score -528236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -528237.000000 Penalty: 4207.576172
	Iteration 28Q: 3 clusters Score -528237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -528239.375000 Penalty: 4207.576172
	Iteration 29Q: 3 clusters Score -528239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -528241.062500 Penalty: 4207.576172
	Iteration 30Q: 3 clusters Score -528241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -528242.062500 Penalty: 4207.576172
	Iteration 31Q: 3 clusters Score -528242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -528243.437500 Penalty: 4207.576172
	Iteration 32Q: 3 clusters Score -528243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -528244.125000 Penalty: 4207.576172
	Iteration 33Q: 3 clusters Score -528244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -528244.125000 Penalty: 4207.576172
	Iteration 34F: 3 clusters Score -528244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -643863.437500 Penalty: 2135.449463
	Iteration 0F: 2 clusters Score -643863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -639073.687500 Penalty: 4270.898926
	Iteration 0F: 3 clusters Score -639073.7 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -640320.562500 Penalty: 4270.898926
	Iteration 1F: 3 clusters Score -640320.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -640532.000000 Penalty: 4270.898926
	Iteration 2F: 3 clusters Score -640532 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -640671.000000 Penalty: 4270.898926
	Iteration 3Q: 3 clusters Score -640671 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -640790.000000 Penalty: 4270.898926
	Iteration 4Q: 3 clusters Score -640790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -640882.500000 Penalty: 4270.898926
	Iteration 5Q: 3 clusters Score -640882.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -640972.250000 Penalty: 4270.898926
	Iteration 6Q: 3 clusters Score -640972.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -641056.250000 Penalty: 4270.898926
	Iteration 7Q: 3 clusters Score -641056.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -641161.625000 Penalty: 4270.898926
	Iteration 8Q: 3 clusters Score -641161.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -641297.062500 Penalty: 4270.898926
	Iteration 9Q: 3 clusters Score -641297.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -641452.312500 Penalty: 4270.898926
	Iteration 10Q: 3 clusters Score -641452.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -641584.250000 Penalty: 4270.898926
	Iteration 11Q: 3 clusters Score -641584.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -641696.125000 Penalty: 4270.898926
	Iteration 12Q: 3 clusters Score -641696.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -641811.625000 Penalty: 4270.898926
	Iteration 13Q: 3 clusters Score -641811.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -641927.000000 Penalty: 4270.898926
	Iteration 14Q: 3 clusters Score -641927 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -642020.187500 Penalty: 4270.898926
	Iteration 15Q: 3 clusters Score -642020.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -642107.312500 Penalty: 4270.898926
	Iteration 16Q: 3 clusters Score -642107.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -642188.437500 Penalty: 4270.898926
	Iteration 17Q: 3 clusters Score -642188.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -642252.562500 Penalty: 4270.898926
	Iteration 18Q: 3 clusters Score -642252.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -642284.500000 Penalty: 4270.898926
	Iteration 19Q: 3 clusters Score -642284.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -642302.062500 Penalty: 4270.898926
	Iteration 20F: 3 clusters Score -642302.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -642309.625000 Penalty: 4270.898926
	Iteration 21Q: 3 clusters Score -642309.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -642323.125000 Penalty: 4270.898926
	Iteration 22Q: 3 clusters Score -642323.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -642337.062500 Penalty: 4270.898926
	Iteration 23Q: 3 clusters Score -642337.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -642347.500000 Penalty: 4270.898926
	Iteration 24Q: 3 clusters Score -642347.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -642356.937500 Penalty: 4270.898926
	Iteration 25Q: 3 clusters Score -642356.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -642367.062500 Penalty: 4270.898926
	Iteration 26Q: 3 clusters Score -642367.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -642378.562500 Penalty: 4270.898926
	Iteration 27Q: 3 clusters Score -642378.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -642388.562500 Penalty: 4270.898926
	Iteration 28Q: 3 clusters Score -642388.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -642394.375000 Penalty: 4270.898926
	Iteration 29Q: 3 clusters Score -642394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -642401.812500 Penalty: 4270.898926
	Iteration 30Q: 3 clusters Score -642401.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -642404.687500 Penalty: 4270.898926
	Iteration 31Q: 3 clusters Score -642404.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -642408.250000 Penalty: 4270.898926
	Iteration 32Q: 3 clusters Score -642408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -642408.687500 Penalty: 4270.898926
	Iteration 33Q: 3 clusters Score -642408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -642411.562500 Penalty: 4270.898926
	Iteration 34Q: 3 clusters Score -642411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -642412.000000 Penalty: 4270.898926
	Iteration 35Q: 3 clusters Score -642412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -642411.687500 Penalty: 4270.898926
	Iteration 36Q: 3 clusters Score -642411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -642412.250000 Penalty: 4270.898926
	Iteration 37Q: 3 clusters Score -642412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -642413.187500 Penalty: 4270.898926
	Iteration 38Q: 3 clusters Score -642413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -642414.375000 Penalty: 4270.898926
	Iteration 39Q: 3 clusters Score -642414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -642413.750000 Penalty: 4270.898926
	Iteration 40F: 3 clusters Score -642413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -642416.312500 Penalty: 4270.898926
	Iteration 41Q: 3 clusters Score -642416.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -642414.562500 Penalty: 4270.898926
	Iteration 42Q: 3 clusters Score -642414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -642415.625000 Penalty: 4270.898926
	Iteration 43Q: 3 clusters Score -642415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -642415.625000 Penalty: 4270.898926
	Iteration 44F: 3 clusters Score -642415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Entering Unmasked Estep 
Score: -1852394.000000 Penalty: 2408.882324
	Iteration 0F: 2 clusters Score -1852394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1840561.500000 Penalty: 4817.764648
	Iteration 0F: 3 clusters Score -1840562 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1844659.750000 Penalty: 4817.764648
	Iteration 1F: 3 clusters Score -1844660 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1845271.500000 Penalty: 4817.764648
	Iteration 2F: 3 clusters Score -1845272 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1845871.750000 Penalty: 4817.764648
	Iteration 3F: 3 clusters Score -1845872 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1846495.250000 Penalty: 4817.764648
	Iteration 4F: 3 clusters Score -1846495 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1847233.375000 Penalty: 4817.764648
	Iteration 5F: 3 clusters Score -1847233 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1847996.000000 Penalty: 4817.764648
	Iteration 6F: 3 clusters Score -1847996 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1848727.125000 Penalty: 4817.764648
	Iteration 7F: 3 clusters Score -1848727 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1849375.625000 Penalty: 4817.764648
	Iteration 8Q: 3 clusters Score -1849376 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1849964.875000 Penalty: 4817.764648
	Iteration 9Q: 3 clusters Score -1849965 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1850393.750000 Penalty: 4817.764648
	Iteration 10Q: 3 clusters Score -1850394 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1850697.375000 Penalty: 4817.764648
	Iteration 11Q: 3 clusters Score -1850697 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1850988.125000 Penalty: 4817.764648
	Iteration 12Q: 3 clusters Score -1850988 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1851309.500000 Penalty: 4817.764648
	Iteration 13Q: 3 clusters Score -1851310 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1851683.000000 Penalty: 4817.764648
	Iteration 14Q: 3 clusters Score -1851683 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1851907.625000 Penalty: 4817.764648
	Iteration 15Q: 3 clusters Score -1851908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1852010.250000 Penalty: 4817.764648
	Iteration 16Q: 3 clusters Score -1852010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1852058.250000 Penalty: 4817.764648
	Iteration 17Q: 3 clusters Score -1852058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1852063.875000 Penalty: 4817.764648
	Iteration 18Q: 3 clusters Score -1852064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1852090.250000 Penalty: 4817.764648
	Iteration 19Q: 3 clusters Score -1852090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1852098.750000 Penalty: 4817.764648
	Iteration 20F: 3 clusters Score -1852099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1852101.875000 Penalty: 4817.764648
	Iteration 21Q: 3 clusters Score -1852102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1852102.875000 Penalty: 4817.764648
	Iteration 22Q: 3 clusters Score -1852103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1852105.875000 Penalty: 4817.764648
	Iteration 23Q: 3 clusters Score -1852106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1852110.875000 Penalty: 4817.764648
	Iteration 24Q: 3 clusters Score -1852111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1852113.250000 Penalty: 4817.764648
	Iteration 25Q: 3 clusters Score -1852113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1852113.250000 Penalty: 4817.764648
	Iteration 26Q: 3 clusters Score -1852113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1852112.875000 Penalty: 4817.764648
	Iteration 27Q: 3 clusters Score -1852113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1852112.500000 Penalty: 4817.764648
	Iteration 28Q: 3 clusters Score -1852112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1852113.625000 Penalty: 4817.764648
	Iteration 29Q: 3 clusters Score -1852114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1852116.625000 Penalty: 4817.764648
	Iteration 30Q: 3 clusters Score -1852117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1852116.000000 Penalty: 4817.764648
	Iteration 31Q: 3 clusters Score -1852116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1852119.250000 Penalty: 4817.764648
	Iteration 32Q: 3 clusters Score -1852119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1852123.125000 Penalty: 4817.764648
	Iteration 33Q: 3 clusters Score -1852123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1852125.250000 Penalty: 4817.764648
	Iteration 34Q: 3 clusters Score -1852125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1852125.500000 Penalty: 4817.764648
	Iteration 35Q: 3 clusters Score -1852126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1852126.000000 Penalty: 4817.764648
	Iteration 36Q: 3 clusters Score -1852126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1852126.000000 Penalty: 4817.764648
	Iteration 37F: 3 clusters Score -1852126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -26841.640625 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -26841.64 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 141 members 
Entering Unmasked Estep 
Score: -25646.679688 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -25646.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25776.638672 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -25776.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25870.849609 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -25870.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25939.648438 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -25939.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25979.906250 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -25979.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25991.361328 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -25991.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25991.361328 Penalty: 2767.546143
	Iteration 6F: 3 clusters Score -25991.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -114751.226562 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -114751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112840.726562 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -112840.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113312.484375 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -113312.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113568.750000 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -113568.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113760.515625 Penalty: 3465.336914
	Iteration 3F: 3 clusters Score -113760.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113895.320312 Penalty: 3465.336914
	Iteration 4F: 3 clusters Score -113895.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -114049.273438 Penalty: 3465.336914
	Iteration 5F: 3 clusters Score -114049.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -114230.875000 Penalty: 3465.336914
	Iteration 6F: 3 clusters Score -114230.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -114430.710938 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -114430.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -114641.414062 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -114641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -114965.578125 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -114965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115021.851562 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -115021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -115036.148438 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -115036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -115040.351562 Penalty: 3465.336914
	Iteration 12Q: 3 clusters Score -115040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -115046.187500 Penalty: 3465.336914
	Iteration 13Q: 3 clusters Score -115046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -115050.031250 Penalty: 3465.336914
	Iteration 14Q: 3 clusters Score -115050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -115059.468750 Penalty: 3465.336914
	Iteration 15Q: 3 clusters Score -115059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -115063.734375 Penalty: 3465.336914
	Iteration 16Q: 3 clusters Score -115063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -115066.132812 Penalty: 3465.336914
	Iteration 17Q: 3 clusters Score -115066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -115068.039062 Penalty: 3465.336914
	Iteration 18F: 3 clusters Score -115068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -115113.296875 Penalty: 3465.336914
	Iteration 19Q: 3 clusters Score -115113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -115232.703125 Penalty: 3465.336914
	Iteration 20F: 3 clusters Score -115232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -115579.945312 Penalty: 3465.336914
	Iteration 21Q: 3 clusters Score -115579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -115592.976562 Penalty: 3465.336914
	Iteration 22Q: 3 clusters Score -115593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -115592.976562 Penalty: 3465.336914
	Iteration 23F: 3 clusters Score -115593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167496 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165753 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113523 members 
Mstep: Class 12 contains 258844 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22261 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 26439 members 
Mstep: Class 24 contains 10010 members 
Mstep: Class 25 contains 47730 members 
Mstep: Class 26 contains 8266 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16535 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 300 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 782 members 
Entering Unmasked Estep 
Score: -205569504.000000 Penalty: 132088.375000
Splitting cluster 32 changes total score from -205570416.000000 to -205569504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Entering Unmasked Estep 
Score: -1778943.250000 Penalty: 2395.002441
	Iteration 0F: 2 clusters Score -1778943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1767809.125000 Penalty: 4790.004883
	Iteration 0F: 3 clusters Score -1767809 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1771456.750000 Penalty: 4790.004883
	Iteration 1F: 3 clusters Score -1771457 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1771992.125000 Penalty: 4790.004883
	Iteration 2F: 3 clusters Score -1771992 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1772394.000000 Penalty: 4790.004883
	Iteration 3F: 3 clusters Score -1772394 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1772732.625000 Penalty: 4790.004883
	Iteration 4Q: 3 clusters Score -1772733 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1773093.875000 Penalty: 4790.004883
	Iteration 5Q: 3 clusters Score -1773094 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1773548.500000 Penalty: 4790.004883
	Iteration 6Q: 3 clusters Score -1773548 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1774179.000000 Penalty: 4790.004883
	Iteration 7F: 3 clusters Score -1774179 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1774861.875000 Penalty: 4790.004883
	Iteration 8F: 3 clusters Score -1774862 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1775413.875000 Penalty: 4790.004883
	Iteration 9F: 3 clusters Score -1775414 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1775856.375000 Penalty: 4790.004883
	Iteration 10Q: 3 clusters Score -1775856 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1776192.875000 Penalty: 4790.004883
	Iteration 11Q: 3 clusters Score -1776193 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1776436.500000 Penalty: 4790.004883
	Iteration 12Q: 3 clusters Score -1776436 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1776615.875000 Penalty: 4790.004883
	Iteration 13Q: 3 clusters Score -1776616 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1776741.125000 Penalty: 4790.004883
	Iteration 14Q: 3 clusters Score -1776741 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1776833.000000 Penalty: 4790.004883
	Iteration 15Q: 3 clusters Score -1776833 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1776897.375000 Penalty: 4790.004883
	Iteration 16Q: 3 clusters Score -1776897 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1776966.125000 Penalty: 4790.004883
	Iteration 17Q: 3 clusters Score -1776966 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1777037.500000 Penalty: 4790.004883
	Iteration 18Q: 3 clusters Score -1777038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1777111.000000 Penalty: 4790.004883
	Iteration 19Q: 3 clusters Score -1777111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1777186.625000 Penalty: 4790.004883
	Iteration 20F: 3 clusters Score -1777187 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1777270.625000 Penalty: 4790.004883
	Iteration 21Q: 3 clusters Score -1777271 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1777337.375000 Penalty: 4790.004883
	Iteration 22Q: 3 clusters Score -1777337 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1777409.125000 Penalty: 4790.004883
	Iteration 23Q: 3 clusters Score -1777409 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1777462.500000 Penalty: 4790.004883
	Iteration 24Q: 3 clusters Score -1777462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1777506.000000 Penalty: 4790.004883
	Iteration 25Q: 3 clusters Score -1777506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1777548.750000 Penalty: 4790.004883
	Iteration 26Q: 3 clusters Score -1777549 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1777570.125000 Penalty: 4790.004883
	Iteration 27Q: 3 clusters Score -1777570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1777593.500000 Penalty: 4790.004883
	Iteration 28Q: 3 clusters Score -1777594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1777611.750000 Penalty: 4790.004883
	Iteration 29Q: 3 clusters Score -1777612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1777620.750000 Penalty: 4790.004883
	Iteration 30Q: 3 clusters Score -1777621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1777637.750000 Penalty: 4790.004883
	Iteration 31Q: 3 clusters Score -1777638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1777646.875000 Penalty: 4790.004883
	Iteration 32Q: 3 clusters Score -1777647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1777655.000000 Penalty: 4790.004883
	Iteration 33Q: 3 clusters Score -1777655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1777669.375000 Penalty: 4790.004883
	Iteration 34Q: 3 clusters Score -1777669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1777672.625000 Penalty: 4790.004883
	Iteration 35Q: 3 clusters Score -1777673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1777680.875000 Penalty: 4790.004883
	Iteration 36Q: 3 clusters Score -1777681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1777684.125000 Penalty: 4790.004883
	Iteration 37Q: 3 clusters Score -1777684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1777692.125000 Penalty: 4790.004883
	Iteration 38Q: 3 clusters Score -1777692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1777695.000000 Penalty: 4790.004883
	Iteration 39Q: 3 clusters Score -1777695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1777693.875000 Penalty: 4790.004883
	Iteration 40F: 3 clusters Score -1777694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1777694.125000 Penalty: 4790.004883
	Iteration 41Q: 3 clusters Score -1777694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1777696.250000 Penalty: 4790.004883
	Iteration 42Q: 3 clusters Score -1777696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1777701.750000 Penalty: 4790.004883
	Iteration 43Q: 3 clusters Score -1777702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1777706.500000 Penalty: 4790.004883
	Iteration 44Q: 3 clusters Score -1777706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1777708.500000 Penalty: 4790.004883
	Iteration 45Q: 3 clusters Score -1777708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1777706.375000 Penalty: 4790.004883
	Iteration 46Q: 3 clusters Score -1777706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1777705.250000 Penalty: 4790.004883
	Iteration 47Q: 3 clusters Score -1777705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1777706.750000 Penalty: 4790.004883
	Iteration 48Q: 3 clusters Score -1777707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1777705.875000 Penalty: 4790.004883
	Iteration 49Q: 3 clusters Score -1777706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1777708.000000 Penalty: 4790.004883
	Iteration 50Q: 3 clusters Score -1777708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1777707.875000 Penalty: 4790.004883
	Iteration 51Q: 3 clusters Score -1777708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1777706.500000 Penalty: 4790.004883
	Iteration 52Q: 3 clusters Score -1777706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1777707.125000 Penalty: 4790.004883
	Iteration 53Q: 3 clusters Score -1777707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1777705.625000 Penalty: 4790.004883
	Iteration 54Q: 3 clusters Score -1777706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1777712.000000 Penalty: 4790.004883
	Iteration 55Q: 3 clusters Score -1777712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1777709.625000 Penalty: 4790.004883
	Iteration 56Q: 3 clusters Score -1777710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1777708.375000 Penalty: 4790.004883
	Iteration 57Q: 3 clusters Score -1777708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1777709.500000 Penalty: 4790.004883
	Iteration 58Q: 3 clusters Score -1777710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1777713.875000 Penalty: 4790.004883
	Iteration 59Q: 3 clusters Score -1777714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1777714.000000 Penalty: 4790.004883
	Iteration 60F: 3 clusters Score -1777714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1777717.500000 Penalty: 4790.004883
	Iteration 61Q: 3 clusters Score -1777718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1777717.250000 Penalty: 4790.004883
	Iteration 62Q: 3 clusters Score -1777717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1777719.250000 Penalty: 4790.004883
	Iteration 63Q: 3 clusters Score -1777719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1777721.125000 Penalty: 4790.004883
	Iteration 64Q: 3 clusters Score -1777721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1777719.250000 Penalty: 4790.004883
	Iteration 65Q: 3 clusters Score -1777719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1777720.375000 Penalty: 4790.004883
	Iteration 66Q: 3 clusters Score -1777720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1777720.375000 Penalty: 4790.004883
	Iteration 67F: 3 clusters Score -1777720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Entering Unmasked Estep 
Score: -3281559.250000 Penalty: 2543.053955
	Iteration 0F: 2 clusters Score -3281559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3262148.750000 Penalty: 5086.107910
	Iteration 0F: 3 clusters Score -3262149 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3269022.500000 Penalty: 5086.107910
	Iteration 1F: 3 clusters Score -3269022 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3269463.750000 Penalty: 5086.107910
	Iteration 2Q: 3 clusters Score -3269464 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3269836.500000 Penalty: 5086.107910
	Iteration 3Q: 3 clusters Score -3269836 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3270180.750000 Penalty: 5086.107910
	Iteration 4Q: 3 clusters Score -3270181 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3270577.500000 Penalty: 5086.107910
	Iteration 5Q: 3 clusters Score -3270578 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3270976.000000 Penalty: 5086.107910
	Iteration 6Q: 3 clusters Score -3270976 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3271359.750000 Penalty: 5086.107910
	Iteration 7Q: 3 clusters Score -3271360 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3271765.000000 Penalty: 5086.107910
	Iteration 8Q: 3 clusters Score -3271765 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3272187.000000 Penalty: 5086.107910
	Iteration 9Q: 3 clusters Score -3272187 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3272641.750000 Penalty: 5086.107910
	Iteration 10Q: 3 clusters Score -3272642 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3273090.500000 Penalty: 5086.107910
	Iteration 11Q: 3 clusters Score -3273090 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3273533.000000 Penalty: 5086.107910
	Iteration 12Q: 3 clusters Score -3273533 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3273932.250000 Penalty: 5086.107910
	Iteration 13Q: 3 clusters Score -3273932 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3274275.000000 Penalty: 5086.107910
	Iteration 14Q: 3 clusters Score -3274275 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3274587.500000 Penalty: 5086.107910
	Iteration 15Q: 3 clusters Score -3274588 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3274815.750000 Penalty: 5086.107910
	Iteration 16Q: 3 clusters Score -3274816 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3274994.000000 Penalty: 5086.107910
	Iteration 17Q: 3 clusters Score -3274994 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3275152.250000 Penalty: 5086.107910
	Iteration 18Q: 3 clusters Score -3275152 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3275287.000000 Penalty: 5086.107910
	Iteration 19Q: 3 clusters Score -3275287 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3275426.500000 Penalty: 5086.107910
	Iteration 20F: 3 clusters Score -3275426 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3275567.750000 Penalty: 5086.107910
	Iteration 21Q: 3 clusters Score -3275568 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3275701.500000 Penalty: 5086.107910
	Iteration 22Q: 3 clusters Score -3275702 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3275826.500000 Penalty: 5086.107910
	Iteration 23Q: 3 clusters Score -3275826 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3275980.250000 Penalty: 5086.107910
	Iteration 24Q: 3 clusters Score -3275980 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3276159.750000 Penalty: 5086.107910
	Iteration 25Q: 3 clusters Score -3276160 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3276331.250000 Penalty: 5086.107910
	Iteration 26Q: 3 clusters Score -3276331 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3276530.500000 Penalty: 5086.107910
	Iteration 27Q: 3 clusters Score -3276530 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3276731.500000 Penalty: 5086.107910
	Iteration 28Q: 3 clusters Score -3276732 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3276924.500000 Penalty: 5086.107910
	Iteration 29Q: 3 clusters Score -3276924 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3277148.750000 Penalty: 5086.107910
	Iteration 30Q: 3 clusters Score -3277149 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3277401.000000 Penalty: 5086.107910
	Iteration 31Q: 3 clusters Score -3277401 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3277650.500000 Penalty: 5086.107910
	Iteration 32Q: 3 clusters Score -3277650 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3277896.500000 Penalty: 5086.107910
	Iteration 33Q: 3 clusters Score -3277896 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3278131.750000 Penalty: 5086.107910
	Iteration 34Q: 3 clusters Score -3278132 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3278348.750000 Penalty: 5086.107910
	Iteration 35Q: 3 clusters Score -3278349 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3278531.750000 Penalty: 5086.107910
	Iteration 36Q: 3 clusters Score -3278532 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3278702.500000 Penalty: 5086.107910
	Iteration 37Q: 3 clusters Score -3278702 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3278823.750000 Penalty: 5086.107910
	Iteration 38Q: 3 clusters Score -3278824 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3278925.750000 Penalty: 5086.107910
	Iteration 39Q: 3 clusters Score -3278926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3279014.000000 Penalty: 5086.107910
	Iteration 40F: 3 clusters Score -3279014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3279091.750000 Penalty: 5086.107910
	Iteration 41Q: 3 clusters Score -3279092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3279130.750000 Penalty: 5086.107910
	Iteration 42Q: 3 clusters Score -3279131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3279163.000000 Penalty: 5086.107910
	Iteration 43Q: 3 clusters Score -3279163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3279182.500000 Penalty: 5086.107910
	Iteration 44Q: 3 clusters Score -3279182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3279208.500000 Penalty: 5086.107910
	Iteration 45Q: 3 clusters Score -3279208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3279225.000000 Penalty: 5086.107910
	Iteration 46Q: 3 clusters Score -3279225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3279240.000000 Penalty: 5086.107910
	Iteration 47Q: 3 clusters Score -3279240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3279262.500000 Penalty: 5086.107910
	Iteration 48Q: 3 clusters Score -3279262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3279280.000000 Penalty: 5086.107910
	Iteration 49Q: 3 clusters Score -3279280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3279295.750000 Penalty: 5086.107910
	Iteration 50Q: 3 clusters Score -3279296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3279307.750000 Penalty: 5086.107910
	Iteration 51Q: 3 clusters Score -3279308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3279314.250000 Penalty: 5086.107910
	Iteration 52Q: 3 clusters Score -3279314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3279330.250000 Penalty: 5086.107910
	Iteration 53Q: 3 clusters Score -3279330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3279338.750000 Penalty: 5086.107910
	Iteration 54Q: 3 clusters Score -3279339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3279341.000000 Penalty: 5086.107910
	Iteration 55Q: 3 clusters Score -3279341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3279348.500000 Penalty: 5086.107910
	Iteration 56Q: 3 clusters Score -3279348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3279357.750000 Penalty: 5086.107910
	Iteration 57Q: 3 clusters Score -3279358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3279353.500000 Penalty: 5086.107910
	Iteration 58Q: 3 clusters Score -3279354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3279358.500000 Penalty: 5086.107910
	Iteration 59Q: 3 clusters Score -3279358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3279364.000000 Penalty: 5086.107910
	Iteration 60F: 3 clusters Score -3279364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3279364.000000 Penalty: 5086.107910
	Iteration 61Q: 3 clusters Score -3279364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3279374.000000 Penalty: 5086.107910
	Iteration 62Q: 3 clusters Score -3279374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3279375.000000 Penalty: 5086.107910
	Iteration 63Q: 3 clusters Score -3279375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3279369.500000 Penalty: 5086.107910
	Iteration 64Q: 3 clusters Score -3279370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3279377.000000 Penalty: 5086.107910
	Iteration 65Q: 3 clusters Score -3279377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3279378.500000 Penalty: 5086.107910
	Iteration 66Q: 3 clusters Score -3279378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3279383.250000 Penalty: 5086.107910
	Iteration 67Q: 3 clusters Score -3279383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3279381.750000 Penalty: 5086.107910
	Iteration 68Q: 3 clusters Score -3279382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3279381.750000 Penalty: 5086.107910
	Iteration 69Q: 3 clusters Score -3279382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3279385.000000 Penalty: 5086.107910
	Iteration 70Q: 3 clusters Score -3279385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3279389.750000 Penalty: 5086.107910
	Iteration 71Q: 3 clusters Score -3279390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3279391.750000 Penalty: 5086.107910
	Iteration 72Q: 3 clusters Score -3279392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3279391.750000 Penalty: 5086.107910
	Iteration 73F: 3 clusters Score -3279392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Entering Unmasked Estep 
Score: -1445449.375000 Penalty: 2347.411865
	Iteration 0F: 2 clusters Score -1445449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1435877.625000 Penalty: 4694.823730
	Iteration 0F: 3 clusters Score -1435878 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1438833.000000 Penalty: 4694.823730
	Iteration 1F: 3 clusters Score -1438833 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1439377.500000 Penalty: 4694.823730
	Iteration 2F: 3 clusters Score -1439378 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1439886.125000 Penalty: 4694.823730
	Iteration 3F: 3 clusters Score -1439886 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1440397.250000 Penalty: 4694.823730
	Iteration 4F: 3 clusters Score -1440397 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1440954.875000 Penalty: 4694.823730
	Iteration 5F: 3 clusters Score -1440955 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1441487.250000 Penalty: 4694.823730
	Iteration 6F: 3 clusters Score -1441487 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1441936.500000 Penalty: 4694.823730
	Iteration 7F: 3 clusters Score -1441936 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1442289.625000 Penalty: 4694.823730
	Iteration 8Q: 3 clusters Score -1442290 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1442522.250000 Penalty: 4694.823730
	Iteration 9Q: 3 clusters Score -1442522 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1442703.250000 Penalty: 4694.823730
	Iteration 10Q: 3 clusters Score -1442703 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1442861.250000 Penalty: 4694.823730
	Iteration 11Q: 3 clusters Score -1442861 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1443006.125000 Penalty: 4694.823730
	Iteration 12Q: 3 clusters Score -1443006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1443135.625000 Penalty: 4694.823730
	Iteration 13Q: 3 clusters Score -1443136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1443259.750000 Penalty: 4694.823730
	Iteration 14Q: 3 clusters Score -1443260 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1443361.875000 Penalty: 4694.823730
	Iteration 15Q: 3 clusters Score -1443362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1443436.875000 Penalty: 4694.823730
	Iteration 16Q: 3 clusters Score -1443437 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1443517.000000 Penalty: 4694.823730
	Iteration 17Q: 3 clusters Score -1443517 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1443576.750000 Penalty: 4694.823730
	Iteration 18Q: 3 clusters Score -1443577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1443634.000000 Penalty: 4694.823730
	Iteration 19Q: 3 clusters Score -1443634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1443680.000000 Penalty: 4694.823730
	Iteration 20F: 3 clusters Score -1443680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1443713.500000 Penalty: 4694.823730
	Iteration 21Q: 3 clusters Score -1443714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1443741.625000 Penalty: 4694.823730
	Iteration 22Q: 3 clusters Score -1443742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1443766.125000 Penalty: 4694.823730
	Iteration 23Q: 3 clusters Score -1443766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1443784.500000 Penalty: 4694.823730
	Iteration 24Q: 3 clusters Score -1443784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1443798.500000 Penalty: 4694.823730
	Iteration 25Q: 3 clusters Score -1443798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1443816.000000 Penalty: 4694.823730
	Iteration 26Q: 3 clusters Score -1443816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1443831.500000 Penalty: 4694.823730
	Iteration 27Q: 3 clusters Score -1443832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1443839.375000 Penalty: 4694.823730
	Iteration 28Q: 3 clusters Score -1443839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1443848.000000 Penalty: 4694.823730
	Iteration 29Q: 3 clusters Score -1443848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1443852.250000 Penalty: 4694.823730
	Iteration 30Q: 3 clusters Score -1443852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1443862.875000 Penalty: 4694.823730
	Iteration 31Q: 3 clusters Score -1443863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1443866.750000 Penalty: 4694.823730
	Iteration 32Q: 3 clusters Score -1443867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1443876.750000 Penalty: 4694.823730
	Iteration 33Q: 3 clusters Score -1443877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1443880.375000 Penalty: 4694.823730
	Iteration 34Q: 3 clusters Score -1443880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1443881.125000 Penalty: 4694.823730
	Iteration 35Q: 3 clusters Score -1443881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1443880.250000 Penalty: 4694.823730
	Iteration 36Q: 3 clusters Score -1443880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1443880.500000 Penalty: 4694.823730
	Iteration 37Q: 3 clusters Score -1443880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1443880.500000 Penalty: 4694.823730
	Iteration 38F: 3 clusters Score -1443880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -94574.429688 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -94574.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92747.687500 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -92747.69 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93010.867188 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -93010.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93093.234375 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -93093.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93138.195312 Penalty: 3358.879883
	Iteration 3Q: 3 clusters Score -93138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93160.421875 Penalty: 3358.879883
	Iteration 4Q: 3 clusters Score -93160.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93182.492188 Penalty: 3358.879883
	Iteration 5Q: 3 clusters Score -93182.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93213.453125 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -93213.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93237.750000 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -93237.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93251.585938 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -93251.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93262.000000 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -93262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93296.593750 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -93296.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93326.156250 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -93326.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93354.632812 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -93354.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -93373.625000 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -93373.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93396.640625 Penalty: 3358.879883
	Iteration 14Q: 3 clusters Score -93396.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93424.421875 Penalty: 3358.879883
	Iteration 15Q: 3 clusters Score -93424.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93445.875000 Penalty: 3358.879883
	Iteration 16Q: 3 clusters Score -93445.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93460.070312 Penalty: 3358.879883
	Iteration 17Q: 3 clusters Score -93460.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93468.437500 Penalty: 3358.879883
	Iteration 18Q: 3 clusters Score -93468.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93474.046875 Penalty: 3358.879883
	Iteration 19Q: 3 clusters Score -93474.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93481.414062 Penalty: 3358.879883
	Iteration 20F: 3 clusters Score -93481.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93492.015625 Penalty: 3358.879883
	Iteration 21Q: 3 clusters Score -93492.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93502.375000 Penalty: 3358.879883
	Iteration 22Q: 3 clusters Score -93502.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93514.375000 Penalty: 3358.879883
	Iteration 23Q: 3 clusters Score -93514.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93517.398438 Penalty: 3358.879883
	Iteration 24Q: 3 clusters Score -93517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93519.195312 Penalty: 3358.879883
	Iteration 25Q: 3 clusters Score -93519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93519.195312 Penalty: 3358.879883
	Iteration 26F: 3 clusters Score -93519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167496 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165753 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113523 members 
Mstep: Class 12 contains 258844 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22261 members 
Mstep: Class 22 contains 172567 members 
Mstep: Class 23 contains 26439 members 
Mstep: Class 24 contains 10010 members 
Mstep: Class 25 contains 47730 members 
Mstep: Class 26 contains 8266 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16535 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570496.000000 Penalty: 128518.421875
Iteration 439Q: 37 clusters Score -2.055705e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167486 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 15376 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165764 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113516 members 
Mstep: Class 12 contains 258841 members 
Mstep: Class 13 contains 32614 members 
Mstep: Class 14 contains 171818 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21012 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22260 members 
Mstep: Class 22 contains 172566 members 
Mstep: Class 23 contains 26436 members 
Mstep: Class 24 contains 10007 members 
Mstep: Class 25 contains 47736 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73225 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16539 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15636 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570496.000000 Penalty: 128518.421875
Iteration 440F: 37 clusters Score -2.055705e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167465 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 15376 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165785 members 
Mstep: Class 9 contains 111307 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113512 members 
Mstep: Class 12 contains 258838 members 
Mstep: Class 13 contains 32613 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81527 members 
Mstep: Class 18 contains 21011 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22260 members 
Mstep: Class 22 contains 172566 members 
Mstep: Class 23 contains 26435 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 47743 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73225 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16546 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15637 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570400.000000 Penalty: 128518.421875
Iteration 441Q: 37 clusters Score -2.055704e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167441 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39633 members 
Mstep: Class 6 contains 15376 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165803 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113504 members 
Mstep: Class 12 contains 258832 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22260 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26434 members 
Mstep: Class 24 contains 10003 members 
Mstep: Class 25 contains 47749 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73227 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16553 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12905 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570400.000000 Penalty: 128518.421875
Iteration 442Q: 37 clusters Score -2.055704e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167426 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165809 members 
Mstep: Class 9 contains 111309 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113501 members 
Mstep: Class 12 contains 258824 members 
Mstep: Class 13 contains 32610 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17076 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 81527 members 
Mstep: Class 18 contains 21015 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22260 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26431 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 47761 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16557 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570496.000000 Penalty: 128518.421875
Iteration 443Q: 37 clusters Score -2.055705e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167402 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39635 members 
Mstep: Class 6 contains 15377 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165828 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113499 members 
Mstep: Class 12 contains 258827 members 
Mstep: Class 13 contains 32611 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21016 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22258 members 
Mstep: Class 22 contains 172563 members 
Mstep: Class 23 contains 26427 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 47768 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73231 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16562 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570528.000000 Penalty: 128518.421875
Iteration 444Q: 37 clusters Score -2.055705e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167385 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39638 members 
Mstep: Class 6 contains 15379 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165840 members 
Mstep: Class 9 contains 111309 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113493 members 
Mstep: Class 12 contains 258818 members 
Mstep: Class 13 contains 32613 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22256 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26425 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 47778 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16567 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570544.000000 Penalty: 128518.421875
Iteration 445Q: 37 clusters Score -2.055705e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167375 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39638 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165849 members 
Mstep: Class 9 contains 111309 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113490 members 
Mstep: Class 12 contains 258807 members 
Mstep: Class 13 contains 32616 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22256 members 
Mstep: Class 22 contains 172563 members 
Mstep: Class 23 contains 26423 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 47788 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73234 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16570 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570560.000000 Penalty: 128518.421875
Iteration 446Q: 37 clusters Score -2.055706e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167387 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39638 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165835 members 
Mstep: Class 9 contains 111311 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113489 members 
Mstep: Class 12 contains 258806 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22255 members 
Mstep: Class 22 contains 172563 members 
Mstep: Class 23 contains 26418 members 
Mstep: Class 24 contains 10000 members 
Mstep: Class 25 contains 47795 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16570 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15637 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570640.000000 Penalty: 128518.421875
Iteration 447Q: 37 clusters Score -2.055706e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167393 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39638 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165825 members 
Mstep: Class 9 contains 111309 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113484 members 
Mstep: Class 12 contains 258800 members 
Mstep: Class 13 contains 32621 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22255 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26416 members 
Mstep: Class 24 contains 10000 members 
Mstep: Class 25 contains 47803 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16574 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12901 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570704.000000 Penalty: 128518.421875
Iteration 448Q: 37 clusters Score -2.055707e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 167392 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39638 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165822 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113481 members 
Mstep: Class 12 contains 258800 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172563 members 
Mstep: Class 23 contains 26413 members 
Mstep: Class 24 contains 9998 members 
Mstep: Class 25 contains 47809 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16582 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570704.000000 Penalty: 128518.421875
Iteration 449Q: 37 clusters Score -2.055707e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167391 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39638 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165816 members 
Mstep: Class 9 contains 111310 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113483 members 
Mstep: Class 12 contains 258800 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26410 members 
Mstep: Class 24 contains 9997 members 
Mstep: Class 25 contains 47814 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16583 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570704.000000 Penalty: 128518.421875
Iteration 450Q: 37 clusters Score -2.055707e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167398 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39641 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165801 members 
Mstep: Class 9 contains 111309 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113482 members 
Mstep: Class 12 contains 258799 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26409 members 
Mstep: Class 24 contains 9994 members 
Mstep: Class 25 contains 47819 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16584 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570688.000000 Penalty: 128518.421875
Iteration 451Q: 37 clusters Score -2.055707e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167395 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165802 members 
Mstep: Class 9 contains 111306 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113482 members 
Mstep: Class 12 contains 258798 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26408 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47823 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16591 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570672.000000 Penalty: 128518.421875
Iteration 452Q: 37 clusters Score -2.055707e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167395 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165801 members 
Mstep: Class 9 contains 111301 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113481 members 
Mstep: Class 12 contains 258797 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47826 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73235 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16602 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570608.000000 Penalty: 128518.421875
Iteration 453Q: 37 clusters Score -2.055706e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167402 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165790 members 
Mstep: Class 9 contains 111299 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113481 members 
Mstep: Class 12 contains 258792 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17075 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47829 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73237 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16609 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570544.000000 Penalty: 128518.421875
Iteration 454Q: 37 clusters Score -2.055705e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167411 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165780 members 
Mstep: Class 9 contains 111296 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113477 members 
Mstep: Class 12 contains 258789 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22255 members 
Mstep: Class 22 contains 172565 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47832 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73236 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16617 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12897 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570608.000000 Penalty: 128518.421875
Iteration 455Q: 37 clusters Score -2.055706e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 167418 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165772 members 
Mstep: Class 9 contains 111295 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113477 members 
Mstep: Class 12 contains 258790 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22255 members 
Mstep: Class 22 contains 172564 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47836 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73232 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16623 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12897 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570704.000000 Penalty: 128518.421875
Iteration 456Q: 37 clusters Score -2.055707e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167424 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39644 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165764 members 
Mstep: Class 9 contains 111295 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113479 members 
Mstep: Class 12 contains 258792 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171824 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22253 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26407 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47840 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73228 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16625 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12897 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570656.000000 Penalty: 128518.421875
Iteration 457Q: 37 clusters Score -2.055707e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167428 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165759 members 
Mstep: Class 9 contains 111296 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113477 members 
Mstep: Class 12 contains 258786 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 171823 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81522 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172563 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47843 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73228 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16629 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12896 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570592.000000 Penalty: 128518.421875
Iteration 458Q: 37 clusters Score -2.055706e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167433 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165756 members 
Mstep: Class 9 contains 111295 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113477 members 
Mstep: Class 12 contains 258784 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22254 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47847 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73226 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16633 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12896 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570528.000000 Penalty: 128518.421875
Iteration 459Q: 37 clusters Score -2.055705e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167441 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39641 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165750 members 
Mstep: Class 9 contains 111294 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113476 members 
Mstep: Class 12 contains 258786 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22253 members 
Mstep: Class 22 contains 172562 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47848 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73226 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16637 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570512.000000 Penalty: 128518.421875
Iteration 460F: 37 clusters Score -2.055705e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167452 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39641 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165740 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113477 members 
Mstep: Class 12 contains 258780 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22252 members 
Mstep: Class 22 contains 172561 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47849 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73225 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16642 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570608.000000 Penalty: 128518.421875
Iteration 461Q: 37 clusters Score -2.055706e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167460 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39641 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165737 members 
Mstep: Class 9 contains 111294 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113476 members 
Mstep: Class 12 contains 258778 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22250 members 
Mstep: Class 22 contains 172559 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47851 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73223 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16643 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15636 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570640.000000 Penalty: 128518.421875
Iteration 462Q: 37 clusters Score -2.055706e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167472 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39640 members 
Mstep: Class 6 contains 15380 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165722 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113476 members 
Mstep: Class 12 contains 258778 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22250 members 
Mstep: Class 22 contains 172558 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 47851 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73224 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16645 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570720.000000 Penalty: 128518.421875
Iteration 463Q: 37 clusters Score -2.055707e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167487 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165706 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113475 members 
Mstep: Class 12 contains 258773 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17077 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 81524 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22249 members 
Mstep: Class 22 contains 172559 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 47852 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73224 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16647 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28403 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570864.000000 Penalty: 128518.421875
Iteration 464Q: 37 clusters Score -2.055709e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167492 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165696 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113475 members 
Mstep: Class 12 contains 258768 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22248 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 47853 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73228 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16649 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570832.000000 Penalty: 128518.421875
Iteration 465Q: 37 clusters Score -2.055708e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167502 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39644 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 165684 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113474 members 
Mstep: Class 12 contains 258766 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22246 members 
Mstep: Class 22 contains 172558 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 47853 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73233 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16648 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570896.000000 Penalty: 128518.421875
Iteration 466Q: 37 clusters Score -2.055709e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167512 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39644 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165674 members 
Mstep: Class 9 contains 111295 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113470 members 
Mstep: Class 12 contains 258760 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22245 members 
Mstep: Class 22 contains 172557 members 
Mstep: Class 23 contains 26403 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 47856 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73238 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16651 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570768.000000 Penalty: 128518.421875
Iteration 467Q: 37 clusters Score -2.055708e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167523 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39645 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165666 members 
Mstep: Class 9 contains 111295 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113465 members 
Mstep: Class 12 contains 258754 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22245 members 
Mstep: Class 22 contains 172555 members 
Mstep: Class 23 contains 26403 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 47859 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16654 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12901 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570832.000000 Penalty: 128518.421875
Iteration 468Q: 37 clusters Score -2.055708e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167525 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39646 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165664 members 
Mstep: Class 9 contains 111294 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113460 members 
Mstep: Class 12 contains 258756 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 81525 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22244 members 
Mstep: Class 22 contains 172552 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 47862 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73240 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16656 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28404 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570880.000000 Penalty: 128518.421875
Iteration 469Q: 37 clusters Score -2.055709e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167534 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165662 members 
Mstep: Class 9 contains 111294 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113458 members 
Mstep: Class 12 contains 258753 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26003 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22245 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47862 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73238 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16656 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28405 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570912.000000 Penalty: 128518.421875
Iteration 470Q: 37 clusters Score -2.055709e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167537 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165656 members 
Mstep: Class 9 contains 111294 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113457 members 
Mstep: Class 12 contains 258752 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22246 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47863 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73241 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16657 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571008.000000 Penalty: 128518.421875
Iteration 471Q: 37 clusters Score -2.05571e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167545 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165647 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113455 members 
Mstep: Class 12 contains 258752 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22247 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47862 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73244 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16657 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571040.000000 Penalty: 128518.421875
Iteration 472Q: 37 clusters Score -2.05571e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167547 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165643 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113456 members 
Mstep: Class 12 contains 258753 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22247 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47863 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73245 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16658 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571104.000000 Penalty: 128518.421875
Iteration 473Q: 37 clusters Score -2.055711e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167551 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165634 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113455 members 
Mstep: Class 12 contains 258753 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81526 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22246 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47866 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73247 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16660 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571088.000000 Penalty: 128518.421875
Iteration 474Q: 37 clusters Score -2.055711e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167559 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39648 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165620 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113452 members 
Mstep: Class 12 contains 258753 members 
Mstep: Class 13 contains 32621 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81527 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22245 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47872 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 73247 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16661 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571136.000000 Penalty: 128518.421875
Iteration 475Q: 37 clusters Score -2.055711e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167564 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39648 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165603 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113450 members 
Mstep: Class 12 contains 258751 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 26002 members 
Mstep: Class 17 contains 81529 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22243 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47879 members 
Mstep: Class 26 contains 8271 members 
Mstep: Class 27 contains 73250 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16663 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15639 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571168.000000 Penalty: 128518.421875
Iteration 476Q: 37 clusters Score -2.055712e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167569 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39646 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165597 members 
Mstep: Class 9 contains 111291 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113447 members 
Mstep: Class 12 contains 258749 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 26001 members 
Mstep: Class 17 contains 81530 members 
Mstep: Class 18 contains 21020 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22241 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26408 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47884 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73252 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16665 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15638 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571232.000000 Penalty: 128518.421875
Iteration 477Q: 37 clusters Score -2.055712e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167566 members 
Mstep: Class 4 contains 44854 members 
Mstep: Class 5 contains 39645 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165593 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113445 members 
Mstep: Class 12 contains 258755 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25998 members 
Mstep: Class 17 contains 81530 members 
Mstep: Class 18 contains 21020 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22239 members 
Mstep: Class 22 contains 172552 members 
Mstep: Class 23 contains 26408 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73256 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16665 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15636 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571136.000000 Penalty: 128518.421875
Iteration 478Q: 37 clusters Score -2.055711e+08 nChanged 45
Entering ConstructFrom: 
Score: -205571136.000000 Penalty: 128518.421875
Entering ConstructFrom: 
Trying to split cluster 1 (46884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Entering Unmasked Estep 
Score: -5500096.000000 Penalty: 2667.347168
	Iteration 0F: 2 clusters Score -5500096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5468585.000000 Penalty: 5334.694336
	Iteration 0F: 3 clusters Score -5468585 nChanged 21654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5480513.000000 Penalty: 5334.694336
	Iteration 1F: 3 clusters Score -5480513 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5481257.000000 Penalty: 5334.694336
	Iteration 2Q: 3 clusters Score -5481257 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -5482127.500000 Penalty: 5334.694336
	Iteration 3Q: 3 clusters Score -5482128 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -5483254.000000 Penalty: 5334.694336
	Iteration 4F: 3 clusters Score -5483254 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -5484532.500000 Penalty: 5334.694336
	Iteration 5F: 3 clusters Score -5484532 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -5485885.000000 Penalty: 5334.694336
	Iteration 6F: 3 clusters Score -5485885 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -5487280.000000 Penalty: 5334.694336
	Iteration 7F: 3 clusters Score -5487280 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5488404.500000 Penalty: 5334.694336
	Iteration 8F: 3 clusters Score -5488404 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -5489360.000000 Penalty: 5334.694336
	Iteration 9Q: 3 clusters Score -5489360 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5490097.500000 Penalty: 5334.694336
	Iteration 10Q: 3 clusters Score -5490098 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -5490737.000000 Penalty: 5334.694336
	Iteration 11Q: 3 clusters Score -5490737 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -5491213.000000 Penalty: 5334.694336
	Iteration 12Q: 3 clusters Score -5491213 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -5491669.500000 Penalty: 5334.694336
	Iteration 13Q: 3 clusters Score -5491670 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -5492020.500000 Penalty: 5334.694336
	Iteration 14Q: 3 clusters Score -5492020 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5492447.500000 Penalty: 5334.694336
	Iteration 15Q: 3 clusters Score -5492448 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5492946.500000 Penalty: 5334.694336
	Iteration 16Q: 3 clusters Score -5492946 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -5493447.500000 Penalty: 5334.694336
	Iteration 17Q: 3 clusters Score -5493448 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5494045.000000 Penalty: 5334.694336
	Iteration 18Q: 3 clusters Score -5494045 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5494740.500000 Penalty: 5334.694336
	Iteration 19Q: 3 clusters Score -5494740 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5495468.000000 Penalty: 5334.694336
	Iteration 20F: 3 clusters Score -5495468 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -5496109.000000 Penalty: 5334.694336
	Iteration 21Q: 3 clusters Score -5496109 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5496675.500000 Penalty: 5334.694336
	Iteration 22Q: 3 clusters Score -5496676 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5497101.000000 Penalty: 5334.694336
	Iteration 23Q: 3 clusters Score -5497101 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5497424.500000 Penalty: 5334.694336
	Iteration 24Q: 3 clusters Score -5497424 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -5497611.000000 Penalty: 5334.694336
	Iteration 25Q: 3 clusters Score -5497611 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5497754.000000 Penalty: 5334.694336
	Iteration 26Q: 3 clusters Score -5497754 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5497851.500000 Penalty: 5334.694336
	Iteration 27Q: 3 clusters Score -5497852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -5497951.000000 Penalty: 5334.694336
	Iteration 28Q: 3 clusters Score -5497951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -5498019.000000 Penalty: 5334.694336
	Iteration 29Q: 3 clusters Score -5498019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -5498051.500000 Penalty: 5334.694336
	Iteration 30Q: 3 clusters Score -5498052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -5498072.000000 Penalty: 5334.694336
	Iteration 31Q: 3 clusters Score -5498072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5498089.500000 Penalty: 5334.694336
	Iteration 32Q: 3 clusters Score -5498090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -5498100.500000 Penalty: 5334.694336
	Iteration 33Q: 3 clusters Score -5498100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -5498103.000000 Penalty: 5334.694336
	Iteration 34Q: 3 clusters Score -5498103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5498103.500000 Penalty: 5334.694336
	Iteration 35Q: 3 clusters Score -5498104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5498112.500000 Penalty: 5334.694336
	Iteration 36Q: 3 clusters Score -5498112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -5498100.500000 Penalty: 5334.694336
	Iteration 37Q: 3 clusters Score -5498100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -5498104.500000 Penalty: 5334.694336
	Iteration 38Q: 3 clusters Score -5498104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5498106.500000 Penalty: 5334.694336
	Iteration 39Q: 3 clusters Score -5498106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5498106.500000 Penalty: 5334.694336
	Iteration 40F: 3 clusters Score -5498106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -772711.437500 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -772711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -767192.750000 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -767192.8 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -768616.437500 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -768616.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -768881.062500 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -768881.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -769098.875000 Penalty: 4359.520020
	Iteration 3F: 3 clusters Score -769098.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -769291.062500 Penalty: 4359.520020
	Iteration 4Q: 3 clusters Score -769291.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -769463.187500 Penalty: 4359.520020
	Iteration 5Q: 3 clusters Score -769463.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -769645.500000 Penalty: 4359.520020
	Iteration 6Q: 3 clusters Score -769645.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -769838.875000 Penalty: 4359.520020
	Iteration 7Q: 3 clusters Score -769838.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -770007.250000 Penalty: 4359.520020
	Iteration 8Q: 3 clusters Score -770007.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -770150.812500 Penalty: 4359.520020
	Iteration 9Q: 3 clusters Score -770150.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -770266.000000 Penalty: 4359.520020
	Iteration 10Q: 3 clusters Score -770266 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -770379.687500 Penalty: 4359.520020
	Iteration 11Q: 3 clusters Score -770379.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -770478.500000 Penalty: 4359.520020
	Iteration 12Q: 3 clusters Score -770478.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -770551.437500 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -770551.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -770610.375000 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -770610.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -770650.812500 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -770650.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -770682.250000 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -770682.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -770711.250000 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -770711.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -770727.000000 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -770727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -770744.125000 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -770744.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -770766.312500 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -770766.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -770785.437500 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -770785.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -770804.062500 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -770804.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -770816.812500 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -770816.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -770827.812500 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -770827.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -770849.562500 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -770849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -770865.812500 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -770865.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -770877.687500 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -770877.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -770885.750000 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -770885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -770896.437500 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -770896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -770900.937500 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -770900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -770906.312500 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -770906.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -770915.750000 Penalty: 4359.520020
	Iteration 32Q: 3 clusters Score -770915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -770918.625000 Penalty: 4359.520020
	Iteration 33Q: 3 clusters Score -770918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -770923.437500 Penalty: 4359.520020
	Iteration 34Q: 3 clusters Score -770923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -770926.312500 Penalty: 4359.520020
	Iteration 35Q: 3 clusters Score -770926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -770930.562500 Penalty: 4359.520020
	Iteration 36Q: 3 clusters Score -770930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -770932.687500 Penalty: 4359.520020
	Iteration 37Q: 3 clusters Score -770932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -770932.437500 Penalty: 4359.520020
	Iteration 38Q: 3 clusters Score -770932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -770936.562500 Penalty: 4359.520020
	Iteration 39Q: 3 clusters Score -770936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -770937.687500 Penalty: 4359.520020
	Iteration 40F: 3 clusters Score -770937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -770941.312500 Penalty: 4359.520020
	Iteration 41Q: 3 clusters Score -770941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -770943.562500 Penalty: 4359.520020
	Iteration 42Q: 3 clusters Score -770943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -770945.687500 Penalty: 4359.520020
	Iteration 43Q: 3 clusters Score -770945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -770947.062500 Penalty: 4359.520020
	Iteration 44Q: 3 clusters Score -770947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -770948.187500 Penalty: 4359.520020
	Iteration 45Q: 3 clusters Score -770948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -770954.000000 Penalty: 4359.520020
	Iteration 46Q: 3 clusters Score -770954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -770956.937500 Penalty: 4359.520020
	Iteration 47Q: 3 clusters Score -770956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -770958.875000 Penalty: 4359.520020
	Iteration 48Q: 3 clusters Score -770958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -770960.875000 Penalty: 4359.520020
	Iteration 49Q: 3 clusters Score -770960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -770963.562500 Penalty: 4359.520020
	Iteration 50Q: 3 clusters Score -770963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -770963.375000 Penalty: 4359.520020
	Iteration 51Q: 3 clusters Score -770963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -770965.375000 Penalty: 4359.520020
	Iteration 52Q: 3 clusters Score -770965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -770965.437500 Penalty: 4359.520020
	Iteration 53Q: 3 clusters Score -770965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -770967.562500 Penalty: 4359.520020
	Iteration 54Q: 3 clusters Score -770967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -770968.500000 Penalty: 4359.520020
	Iteration 55Q: 3 clusters Score -770968.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -770968.500000 Penalty: 4359.520020
	Iteration 56F: 3 clusters Score -770968.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Entering Unmasked Estep 
Score: -20125228.000000 Penalty: 2983.227783
	Iteration 0F: 2 clusters Score -2.012523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -20015942.000000 Penalty: 5966.455566
	Iteration 0F: 3 clusters Score -2.001594e+07 nChanged 80029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -20062724.000000 Penalty: 5966.455566
	Iteration 1F: 3 clusters Score -2.006272e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -20063802.000000 Penalty: 5966.455566
	Iteration 2Q: 3 clusters Score -2.00638e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -20065084.000000 Penalty: 5966.455566
	Iteration 3Q: 3 clusters Score -2.006508e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -20067020.000000 Penalty: 5966.455566
	Iteration 4Q: 3 clusters Score -2.006702e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -20070012.000000 Penalty: 5966.455566
	Iteration 5Q: 3 clusters Score -2.007001e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -20075402.000000 Penalty: 5966.455566
	Iteration 6F: 3 clusters Score -2.00754e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120747 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -20083580.000000 Penalty: 5966.455566
	Iteration 7F: 3 clusters Score -2.008358e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -20094434.000000 Penalty: 5966.455566
	Iteration 8F: 3 clusters Score -2.009443e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -20106468.000000 Penalty: 5966.455566
	Iteration 9F: 3 clusters Score -2.010647e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -20114738.000000 Penalty: 5966.455566
	Iteration 10F: 3 clusters Score -2.011474e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161170 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -20119274.000000 Penalty: 5966.455566
	Iteration 11Q: 3 clusters Score -2.011927e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -20121228.000000 Penalty: 5966.455566
	Iteration 12Q: 3 clusters Score -2.012123e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165332 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -20121854.000000 Penalty: 5966.455566
	Iteration 13Q: 3 clusters Score -2.012185e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20122230.000000 Penalty: 5966.455566
	Iteration 14Q: 3 clusters Score -2.012223e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166240 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20122444.000000 Penalty: 5966.455566
	Iteration 15Q: 3 clusters Score -2.012244e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20122534.000000 Penalty: 5966.455566
	Iteration 16Q: 3 clusters Score -2.012253e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20122630.000000 Penalty: 5966.455566
	Iteration 17Q: 3 clusters Score -2.012263e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -20122688.000000 Penalty: 5966.455566
	Iteration 18Q: 3 clusters Score -2.012269e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -20122756.000000 Penalty: 5966.455566
	Iteration 19Q: 3 clusters Score -2.012276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -20122778.000000 Penalty: 5966.455566
	Iteration 20F: 3 clusters Score -2.012278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20122766.000000 Penalty: 5966.455566
	Iteration 21Q: 3 clusters Score -2.012277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166709 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20122782.000000 Penalty: 5966.455566
	Iteration 22Q: 3 clusters Score -2.012278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20122790.000000 Penalty: 5966.455566
	Iteration 23Q: 3 clusters Score -2.012279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20122796.000000 Penalty: 5966.455566
	Iteration 24Q: 3 clusters Score -2.01228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166733 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20122816.000000 Penalty: 5966.455566
	Iteration 25Q: 3 clusters Score -2.012282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166744 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -20122814.000000 Penalty: 5966.455566
	Iteration 26Q: 3 clusters Score -2.012281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20122856.000000 Penalty: 5966.455566
	Iteration 27Q: 3 clusters Score -2.012286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166761 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -20122862.000000 Penalty: 5966.455566
	Iteration 28Q: 3 clusters Score -2.012286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -20122878.000000 Penalty: 5966.455566
	Iteration 29Q: 3 clusters Score -2.012288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -20122910.000000 Penalty: 5966.455566
	Iteration 30Q: 3 clusters Score -2.012291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -20122934.000000 Penalty: 5966.455566
	Iteration 31Q: 3 clusters Score -2.012293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166790 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -20122950.000000 Penalty: 5966.455566
	Iteration 32Q: 3 clusters Score -2.012295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20122950.000000 Penalty: 5966.455566
	Iteration 33Q: 3 clusters Score -2.012295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20122934.000000 Penalty: 5966.455566
	Iteration 34Q: 3 clusters Score -2.012293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20122946.000000 Penalty: 5966.455566
	Iteration 35Q: 3 clusters Score -2.012295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166808 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20122950.000000 Penalty: 5966.455566
	Iteration 36Q: 3 clusters Score -2.012295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -20122960.000000 Penalty: 5966.455566
	Iteration 37Q: 3 clusters Score -2.012296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20122956.000000 Penalty: 5966.455566
	Iteration 38Q: 3 clusters Score -2.012296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20122976.000000 Penalty: 5966.455566
	Iteration 39Q: 3 clusters Score -2.012298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20122972.000000 Penalty: 5966.455566
	Iteration 40F: 3 clusters Score -2.012297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Entering Unmasked Estep 
Score: -5421482.500000 Penalty: 2656.375244
	Iteration 0F: 2 clusters Score -5421482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5391128.000000 Penalty: 5312.750488
	Iteration 0F: 3 clusters Score -5391128 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5402581.000000 Penalty: 5312.750488
	Iteration 1F: 3 clusters Score -5402581 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5402996.500000 Penalty: 5312.750488
	Iteration 2Q: 3 clusters Score -5402996 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5403492.000000 Penalty: 5312.750488
	Iteration 3Q: 3 clusters Score -5403492 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5404034.500000 Penalty: 5312.750488
	Iteration 4Q: 3 clusters Score -5404034 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5404702.000000 Penalty: 5312.750488
	Iteration 5Q: 3 clusters Score -5404702 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5405613.000000 Penalty: 5312.750488
	Iteration 6Q: 3 clusters Score -5405613 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5407074.000000 Penalty: 5312.750488
	Iteration 7F: 3 clusters Score -5407074 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5409163.500000 Penalty: 5312.750488
	Iteration 8F: 3 clusters Score -5409164 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5411724.500000 Penalty: 5312.750488
	Iteration 9F: 3 clusters Score -5411724 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5414392.000000 Penalty: 5312.750488
	Iteration 10F: 3 clusters Score -5414392 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5416327.000000 Penalty: 5312.750488
	Iteration 11F: 3 clusters Score -5416327 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5417647.000000 Penalty: 5312.750488
	Iteration 12Q: 3 clusters Score -5417647 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5418307.500000 Penalty: 5312.750488
	Iteration 13Q: 3 clusters Score -5418308 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5418715.000000 Penalty: 5312.750488
	Iteration 14Q: 3 clusters Score -5418715 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5418923.000000 Penalty: 5312.750488
	Iteration 15Q: 3 clusters Score -5418923 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5419060.000000 Penalty: 5312.750488
	Iteration 16Q: 3 clusters Score -5419060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5419132.000000 Penalty: 5312.750488
	Iteration 17Q: 3 clusters Score -5419132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5419177.000000 Penalty: 5312.750488
	Iteration 18Q: 3 clusters Score -5419177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5419196.500000 Penalty: 5312.750488
	Iteration 19Q: 3 clusters Score -5419196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5419230.000000 Penalty: 5312.750488
	Iteration 20F: 3 clusters Score -5419230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5419257.500000 Penalty: 5312.750488
	Iteration 21Q: 3 clusters Score -5419258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5419276.500000 Penalty: 5312.750488
	Iteration 22Q: 3 clusters Score -5419276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5419298.500000 Penalty: 5312.750488
	Iteration 23Q: 3 clusters Score -5419298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5419300.000000 Penalty: 5312.750488
	Iteration 24Q: 3 clusters Score -5419300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5419312.500000 Penalty: 5312.750488
	Iteration 25Q: 3 clusters Score -5419312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5419325.500000 Penalty: 5312.750488
	Iteration 26Q: 3 clusters Score -5419326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5419326.500000 Penalty: 5312.750488
	Iteration 27Q: 3 clusters Score -5419326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5419326.500000 Penalty: 5312.750488
	Iteration 28Q: 3 clusters Score -5419326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5419326.000000 Penalty: 5312.750488
	Iteration 29Q: 3 clusters Score -5419326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5419337.000000 Penalty: 5312.750488
	Iteration 30Q: 3 clusters Score -5419337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5419339.000000 Penalty: 5312.750488
	Iteration 31Q: 3 clusters Score -5419339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5419350.000000 Penalty: 5312.750488
	Iteration 32Q: 3 clusters Score -5419350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5419344.000000 Penalty: 5312.750488
	Iteration 33Q: 3 clusters Score -5419344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5419349.000000 Penalty: 5312.750488
	Iteration 34Q: 3 clusters Score -5419349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5419355.500000 Penalty: 5312.750488
	Iteration 35Q: 3 clusters Score -5419356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5419345.500000 Penalty: 5312.750488
	Iteration 36Q: 3 clusters Score -5419346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5419351.500000 Penalty: 5312.750488
	Iteration 37Q: 3 clusters Score -5419352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5419348.500000 Penalty: 5312.750488
	Iteration 38Q: 3 clusters Score -5419348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5419348.000000 Penalty: 5312.750488
	Iteration 39Q: 3 clusters Score -5419348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5419350.500000 Penalty: 5312.750488
	Iteration 40F: 3 clusters Score -5419350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5419351.500000 Penalty: 5312.750488
	Iteration 41Q: 3 clusters Score -5419352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5419351.000000 Penalty: 5312.750488
	Iteration 42Q: 3 clusters Score -5419351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5419351.000000 Penalty: 5312.750488
	Iteration 43Q: 3 clusters Score -5419351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5419353.500000 Penalty: 5312.750488
	Iteration 44Q: 3 clusters Score -5419354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5419353.500000 Penalty: 5312.750488
	Iteration 45F: 3 clusters Score -5419354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Entering Unmasked Estep 
Score: -4699786.500000 Penalty: 2625.767090
	Iteration 0F: 2 clusters Score -4699786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -4672892.000000 Penalty: 5251.534180
	Iteration 0F: 3 clusters Score -4672892 nChanged 18133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4682951.000000 Penalty: 5251.534180
	Iteration 1F: 3 clusters Score -4682951 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4683592.500000 Penalty: 5251.534180
	Iteration 2Q: 3 clusters Score -4683592 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4684261.000000 Penalty: 5251.534180
	Iteration 3Q: 3 clusters Score -4684261 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4684951.000000 Penalty: 5251.534180
	Iteration 4Q: 3 clusters Score -4684951 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4685605.500000 Penalty: 5251.534180
	Iteration 5Q: 3 clusters Score -4685606 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4686255.500000 Penalty: 5251.534180
	Iteration 6Q: 3 clusters Score -4686256 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4686959.000000 Penalty: 5251.534180
	Iteration 7Q: 3 clusters Score -4686959 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4687715.500000 Penalty: 5251.534180
	Iteration 8Q: 3 clusters Score -4687716 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4688626.000000 Penalty: 5251.534180
	Iteration 9Q: 3 clusters Score -4688626 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4689594.500000 Penalty: 5251.534180
	Iteration 10Q: 3 clusters Score -4689594 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4690500.000000 Penalty: 5251.534180
	Iteration 11Q: 3 clusters Score -4690500 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4691266.500000 Penalty: 5251.534180
	Iteration 12Q: 3 clusters Score -4691266 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4691848.000000 Penalty: 5251.534180
	Iteration 13Q: 3 clusters Score -4691848 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4692306.500000 Penalty: 5251.534180
	Iteration 14Q: 3 clusters Score -4692306 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4692666.000000 Penalty: 5251.534180
	Iteration 15Q: 3 clusters Score -4692666 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4692971.500000 Penalty: 5251.534180
	Iteration 16Q: 3 clusters Score -4692972 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4693171.000000 Penalty: 5251.534180
	Iteration 17Q: 3 clusters Score -4693171 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4693272.000000 Penalty: 5251.534180
	Iteration 18Q: 3 clusters Score -4693272 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4693377.000000 Penalty: 5251.534180
	Iteration 19Q: 3 clusters Score -4693377 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4693492.500000 Penalty: 5251.534180
	Iteration 20F: 3 clusters Score -4693492 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4693594.000000 Penalty: 5251.534180
	Iteration 21Q: 3 clusters Score -4693594 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4693695.500000 Penalty: 5251.534180
	Iteration 22Q: 3 clusters Score -4693696 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4693763.000000 Penalty: 5251.534180
	Iteration 23Q: 3 clusters Score -4693763 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4693843.500000 Penalty: 5251.534180
	Iteration 24Q: 3 clusters Score -4693844 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4693921.000000 Penalty: 5251.534180
	Iteration 25Q: 3 clusters Score -4693921 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4693994.500000 Penalty: 5251.534180
	Iteration 26Q: 3 clusters Score -4693994 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4694081.500000 Penalty: 5251.534180
	Iteration 27Q: 3 clusters Score -4694082 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4694179.000000 Penalty: 5251.534180
	Iteration 28Q: 3 clusters Score -4694179 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4694234.500000 Penalty: 5251.534180
	Iteration 29Q: 3 clusters Score -4694234 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4694285.500000 Penalty: 5251.534180
	Iteration 30Q: 3 clusters Score -4694286 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4694362.000000 Penalty: 5251.534180
	Iteration 31Q: 3 clusters Score -4694362 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4694428.000000 Penalty: 5251.534180
	Iteration 32Q: 3 clusters Score -4694428 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -4694495.000000 Penalty: 5251.534180
	Iteration 33Q: 3 clusters Score -4694495 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -4694549.000000 Penalty: 5251.534180
	Iteration 34Q: 3 clusters Score -4694549 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4694591.000000 Penalty: 5251.534180
	Iteration 35Q: 3 clusters Score -4694591 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -4694620.000000 Penalty: 5251.534180
	Iteration 36Q: 3 clusters Score -4694620 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4694655.000000 Penalty: 5251.534180
	Iteration 37Q: 3 clusters Score -4694655 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4694684.000000 Penalty: 5251.534180
	Iteration 38Q: 3 clusters Score -4694684 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -4694729.000000 Penalty: 5251.534180
	Iteration 39Q: 3 clusters Score -4694729 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4694759.500000 Penalty: 5251.534180
	Iteration 40F: 3 clusters Score -4694760 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4694799.000000 Penalty: 5251.534180
	Iteration 41Q: 3 clusters Score -4694799 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4694832.000000 Penalty: 5251.534180
	Iteration 42Q: 3 clusters Score -4694832 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4694850.500000 Penalty: 5251.534180
	Iteration 43Q: 3 clusters Score -4694850 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4694856.000000 Penalty: 5251.534180
	Iteration 44Q: 3 clusters Score -4694856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -4694845.500000 Penalty: 5251.534180
	Iteration 45Q: 3 clusters Score -4694846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4694872.000000 Penalty: 5251.534180
	Iteration 46Q: 3 clusters Score -4694872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4694870.500000 Penalty: 5251.534180
	Iteration 47Q: 3 clusters Score -4694870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4694871.500000 Penalty: 5251.534180
	Iteration 48Q: 3 clusters Score -4694872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4694884.500000 Penalty: 5251.534180
	Iteration 49Q: 3 clusters Score -4694884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4694897.500000 Penalty: 5251.534180
	Iteration 50Q: 3 clusters Score -4694898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4694899.500000 Penalty: 5251.534180
	Iteration 51Q: 3 clusters Score -4694900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4694917.500000 Penalty: 5251.534180
	Iteration 52Q: 3 clusters Score -4694918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4694939.500000 Penalty: 5251.534180
	Iteration 53Q: 3 clusters Score -4694940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4694945.500000 Penalty: 5251.534180
	Iteration 54Q: 3 clusters Score -4694946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4694948.500000 Penalty: 5251.534180
	Iteration 55Q: 3 clusters Score -4694948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4694948.000000 Penalty: 5251.534180
	Iteration 56Q: 3 clusters Score -4694948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4694942.000000 Penalty: 5251.534180
	Iteration 57Q: 3 clusters Score -4694942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4694953.000000 Penalty: 5251.534180
	Iteration 58Q: 3 clusters Score -4694953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4694941.000000 Penalty: 5251.534180
	Iteration 59Q: 3 clusters Score -4694941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4694943.500000 Penalty: 5251.534180
	Iteration 60F: 3 clusters Score -4694944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -4694958.500000 Penalty: 5251.534180
	Iteration 61Q: 3 clusters Score -4694958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4694957.000000 Penalty: 5251.534180
	Iteration 62Q: 3 clusters Score -4694957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4694958.500000 Penalty: 5251.534180
	Iteration 63Q: 3 clusters Score -4694958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4694972.000000 Penalty: 5251.534180
	Iteration 64Q: 3 clusters Score -4694972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4694972.500000 Penalty: 5251.534180
	Iteration 65Q: 3 clusters Score -4694972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4694980.500000 Penalty: 5251.534180
	Iteration 66Q: 3 clusters Score -4694980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4694994.500000 Penalty: 5251.534180
	Iteration 67Q: 3 clusters Score -4694994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4694987.000000 Penalty: 5251.534180
	Iteration 68Q: 3 clusters Score -4694987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4694981.500000 Penalty: 5251.534180
	Iteration 69Q: 3 clusters Score -4694982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4694988.000000 Penalty: 5251.534180
	Iteration 70Q: 3 clusters Score -4694988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -4694986.500000 Penalty: 5251.534180
	Iteration 71Q: 3 clusters Score -4694986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -4694982.500000 Penalty: 5251.534180
	Iteration 72Q: 3 clusters Score -4694982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4694990.500000 Penalty: 5251.534180
	Iteration 73Q: 3 clusters Score -4694990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -4695003.500000 Penalty: 5251.534180
	Iteration 74Q: 3 clusters Score -4695004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -4695002.500000 Penalty: 5251.534180
	Iteration 75Q: 3 clusters Score -4695002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4695007.000000 Penalty: 5251.534180
	Iteration 76Q: 3 clusters Score -4695007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -4695010.000000 Penalty: 5251.534180
	Iteration 77Q: 3 clusters Score -4695010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4694996.500000 Penalty: 5251.534180
	Iteration 78Q: 3 clusters Score -4694996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -4695002.000000 Penalty: 5251.534180
	Iteration 79Q: 3 clusters Score -4695002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -4694999.000000 Penalty: 5251.534180
	Iteration 80F: 3 clusters Score -4694999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4695007.500000 Penalty: 5251.534180
	Iteration 81Q: 3 clusters Score -4695008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4695007.000000 Penalty: 5251.534180
	Iteration 82Q: 3 clusters Score -4695007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4695012.500000 Penalty: 5251.534180
	Iteration 83Q: 3 clusters Score -4695012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -4695014.000000 Penalty: 5251.534180
	Iteration 84Q: 3 clusters Score -4695014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -4695007.000000 Penalty: 5251.534180
	Iteration 85Q: 3 clusters Score -4695007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -4695014.000000 Penalty: 5251.534180
	Iteration 86Q: 3 clusters Score -4695014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4695007.500000 Penalty: 5251.534180
	Iteration 87Q: 3 clusters Score -4695008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4695028.000000 Penalty: 5251.534180
	Iteration 88Q: 3 clusters Score -4695028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -4695041.000000 Penalty: 5251.534180
	Iteration 89Q: 3 clusters Score -4695041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4695048.000000 Penalty: 5251.534180
	Iteration 90Q: 3 clusters Score -4695048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4695054.000000 Penalty: 5251.534180
	Iteration 91Q: 3 clusters Score -4695054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -4695055.000000 Penalty: 5251.534180
	Iteration 92Q: 3 clusters Score -4695055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4695066.000000 Penalty: 5251.534180
	Iteration 93Q: 3 clusters Score -4695066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4695064.500000 Penalty: 5251.534180
	Iteration 94Q: 3 clusters Score -4695064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4695062.000000 Penalty: 5251.534180
	Iteration 95Q: 3 clusters Score -4695062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4695072.000000 Penalty: 5251.534180
	Iteration 96Q: 3 clusters Score -4695072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4695104.500000 Penalty: 5251.534180
	Iteration 97Q: 3 clusters Score -4695104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -4695118.000000 Penalty: 5251.534180
	Iteration 98Q: 3 clusters Score -4695118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4695115.500000 Penalty: 5251.534180
	Iteration 99Q: 3 clusters Score -4695116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4695128.000000 Penalty: 5251.534180
	Iteration 100F: 3 clusters Score -4695128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4695134.000000 Penalty: 5251.534180
	Iteration 101Q: 3 clusters Score -4695134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4695129.500000 Penalty: 5251.534180
	Iteration 102Q: 3 clusters Score -4695130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -4695143.000000 Penalty: 5251.534180
	Iteration 103Q: 3 clusters Score -4695143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4695144.500000 Penalty: 5251.534180
	Iteration 104Q: 3 clusters Score -4695144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4695144.500000 Penalty: 5251.534180
	Iteration 105Q: 3 clusters Score -4695144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4695140.500000 Penalty: 5251.534180
	Iteration 106Q: 3 clusters Score -4695140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4695149.000000 Penalty: 5251.534180
	Iteration 107Q: 3 clusters Score -4695149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4695161.000000 Penalty: 5251.534180
	Iteration 108Q: 3 clusters Score -4695161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4695170.500000 Penalty: 5251.534180
	Iteration 109Q: 3 clusters Score -4695170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4695166.500000 Penalty: 5251.534180
	Iteration 110Q: 3 clusters Score -4695166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4695188.000000 Penalty: 5251.534180
	Iteration 111Q: 3 clusters Score -4695188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4695206.000000 Penalty: 5251.534180
	Iteration 112Q: 3 clusters Score -4695206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4695215.000000 Penalty: 5251.534180
	Iteration 113Q: 3 clusters Score -4695215 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4695216.000000 Penalty: 5251.534180
	Iteration 114Q: 3 clusters Score -4695216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4695220.500000 Penalty: 5251.534180
	Iteration 115Q: 3 clusters Score -4695220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4695233.000000 Penalty: 5251.534180
	Iteration 116Q: 3 clusters Score -4695233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4695226.000000 Penalty: 5251.534180
	Iteration 117Q: 3 clusters Score -4695226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4695263.500000 Penalty: 5251.534180
	Iteration 118Q: 3 clusters Score -4695264 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4695272.000000 Penalty: 5251.534180
	Iteration 119Q: 3 clusters Score -4695272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4695294.500000 Penalty: 5251.534180
	Iteration 120F: 3 clusters Score -4695294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4695296.500000 Penalty: 5251.534180
	Iteration 121Q: 3 clusters Score -4695296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4695304.500000 Penalty: 5251.534180
	Iteration 122Q: 3 clusters Score -4695304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4695322.500000 Penalty: 5251.534180
	Iteration 123Q: 3 clusters Score -4695322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4695319.500000 Penalty: 5251.534180
	Iteration 124Q: 3 clusters Score -4695320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -4695330.000000 Penalty: 5251.534180
	Iteration 125Q: 3 clusters Score -4695330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4695345.500000 Penalty: 5251.534180
	Iteration 126Q: 3 clusters Score -4695346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4695356.000000 Penalty: 5251.534180
	Iteration 127Q: 3 clusters Score -4695356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4695383.000000 Penalty: 5251.534180
	Iteration 128Q: 3 clusters Score -4695383 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4695380.500000 Penalty: 5251.534180
	Iteration 129Q: 3 clusters Score -4695380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4695411.500000 Penalty: 5251.534180
	Iteration 130Q: 3 clusters Score -4695412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4695447.000000 Penalty: 5251.534180
	Iteration 131Q: 3 clusters Score -4695447 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4695470.000000 Penalty: 5251.534180
	Iteration 132Q: 3 clusters Score -4695470 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4695495.500000 Penalty: 5251.534180
	Iteration 133Q: 3 clusters Score -4695496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4695512.500000 Penalty: 5251.534180
	Iteration 134Q: 3 clusters Score -4695512 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4695531.500000 Penalty: 5251.534180
	Iteration 135Q: 3 clusters Score -4695532 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4695551.000000 Penalty: 5251.534180
	Iteration 136Q: 3 clusters Score -4695551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4695565.000000 Penalty: 5251.534180
	Iteration 137Q: 3 clusters Score -4695565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4695584.500000 Penalty: 5251.534180
	Iteration 138Q: 3 clusters Score -4695584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4695594.000000 Penalty: 5251.534180
	Iteration 139Q: 3 clusters Score -4695594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4695615.000000 Penalty: 5251.534180
	Iteration 140F: 3 clusters Score -4695615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4695619.000000 Penalty: 5251.534180
	Iteration 141Q: 3 clusters Score -4695619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -4695635.500000 Penalty: 5251.534180
	Iteration 142Q: 3 clusters Score -4695636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4695634.500000 Penalty: 5251.534180
	Iteration 143Q: 3 clusters Score -4695634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4695635.000000 Penalty: 5251.534180
	Iteration 144Q: 3 clusters Score -4695635 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4695649.000000 Penalty: 5251.534180
	Iteration 145Q: 3 clusters Score -4695649 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4695668.500000 Penalty: 5251.534180
	Iteration 146Q: 3 clusters Score -4695668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4695685.000000 Penalty: 5251.534180
	Iteration 147Q: 3 clusters Score -4695685 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -4695706.000000 Penalty: 5251.534180
	Iteration 148Q: 3 clusters Score -4695706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4695726.000000 Penalty: 5251.534180
	Iteration 149Q: 3 clusters Score -4695726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4695738.500000 Penalty: 5251.534180
	Iteration 150Q: 3 clusters Score -4695738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4695751.000000 Penalty: 5251.534180
	Iteration 151Q: 3 clusters Score -4695751 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4695783.500000 Penalty: 5251.534180
	Iteration 152Q: 3 clusters Score -4695784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4695792.000000 Penalty: 5251.534180
	Iteration 153Q: 3 clusters Score -4695792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4695820.000000 Penalty: 5251.534180
	Iteration 154Q: 3 clusters Score -4695820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4695843.500000 Penalty: 5251.534180
	Iteration 155Q: 3 clusters Score -4695844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4695854.500000 Penalty: 5251.534180
	Iteration 156Q: 3 clusters Score -4695854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4695863.500000 Penalty: 5251.534180
	Iteration 157Q: 3 clusters Score -4695864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4695882.000000 Penalty: 5251.534180
	Iteration 158Q: 3 clusters Score -4695882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4695913.000000 Penalty: 5251.534180
	Iteration 159Q: 3 clusters Score -4695913 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4695922.500000 Penalty: 5251.534180
	Iteration 160F: 3 clusters Score -4695922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4695924.000000 Penalty: 5251.534180
	Iteration 161Q: 3 clusters Score -4695924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4695961.000000 Penalty: 5251.534180
	Iteration 162Q: 3 clusters Score -4695961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4695977.500000 Penalty: 5251.534180
	Iteration 163Q: 3 clusters Score -4695978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4695993.000000 Penalty: 5251.534180
	Iteration 164Q: 3 clusters Score -4695993 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4696002.500000 Penalty: 5251.534180
	Iteration 165Q: 3 clusters Score -4696002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4696027.000000 Penalty: 5251.534180
	Iteration 166Q: 3 clusters Score -4696027 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -4696058.000000 Penalty: 5251.534180
	Iteration 167Q: 3 clusters Score -4696058 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -4696068.000000 Penalty: 5251.534180
	Iteration 168Q: 3 clusters Score -4696068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4696086.000000 Penalty: 5251.534180
	Iteration 169Q: 3 clusters Score -4696086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4696117.500000 Penalty: 5251.534180
	Iteration 170Q: 3 clusters Score -4696118 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4696129.500000 Penalty: 5251.534180
	Iteration 171Q: 3 clusters Score -4696130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4696156.500000 Penalty: 5251.534180
	Iteration 172Q: 3 clusters Score -4696156 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4696194.500000 Penalty: 5251.534180
	Iteration 173Q: 3 clusters Score -4696194 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4696243.500000 Penalty: 5251.534180
	Iteration 174Q: 3 clusters Score -4696244 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -4696272.500000 Penalty: 5251.534180
	Iteration 175Q: 3 clusters Score -4696272 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4696307.500000 Penalty: 5251.534180
	Iteration 176Q: 3 clusters Score -4696308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4696337.500000 Penalty: 5251.534180
	Iteration 177Q: 3 clusters Score -4696338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4696369.500000 Penalty: 5251.534180
	Iteration 178Q: 3 clusters Score -4696370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4696403.500000 Penalty: 5251.534180
	Iteration 179Q: 3 clusters Score -4696404 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4696429.000000 Penalty: 5251.534180
	Iteration 180F: 3 clusters Score -4696429 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4696474.000000 Penalty: 5251.534180
	Iteration 181Q: 3 clusters Score -4696474 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4696506.500000 Penalty: 5251.534180
	Iteration 182Q: 3 clusters Score -4696506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4696570.000000 Penalty: 5251.534180
	Iteration 183Q: 3 clusters Score -4696570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4696606.000000 Penalty: 5251.534180
	Iteration 184Q: 3 clusters Score -4696606 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4696659.500000 Penalty: 5251.534180
	Iteration 185Q: 3 clusters Score -4696660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4696709.500000 Penalty: 5251.534180
	Iteration 186Q: 3 clusters Score -4696710 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4696753.500000 Penalty: 5251.534180
	Iteration 187Q: 3 clusters Score -4696754 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4696813.500000 Penalty: 5251.534180
	Iteration 188Q: 3 clusters Score -4696814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4696851.000000 Penalty: 5251.534180
	Iteration 189Q: 3 clusters Score -4696851 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4696902.500000 Penalty: 5251.534180
	Iteration 190Q: 3 clusters Score -4696902 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4696945.000000 Penalty: 5251.534180
	Iteration 191Q: 3 clusters Score -4696945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -4696973.000000 Penalty: 5251.534180
	Iteration 192Q: 3 clusters Score -4696973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4697012.000000 Penalty: 5251.534180
	Iteration 193Q: 3 clusters Score -4697012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4697048.000000 Penalty: 5251.534180
	Iteration 194Q: 3 clusters Score -4697048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4697079.000000 Penalty: 5251.534180
	Iteration 195Q: 3 clusters Score -4697079 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4697126.000000 Penalty: 5251.534180
	Iteration 196Q: 3 clusters Score -4697126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4697159.500000 Penalty: 5251.534180
	Iteration 197Q: 3 clusters Score -4697160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4697211.000000 Penalty: 5251.534180
	Iteration 198Q: 3 clusters Score -4697211 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -4697249.000000 Penalty: 5251.534180
	Iteration 199Q: 3 clusters Score -4697249 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4697286.000000 Penalty: 5251.534180
	Iteration 200F: 3 clusters Score -4697286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -4697312.500000 Penalty: 5251.534180
	Iteration 201Q: 3 clusters Score -4697312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -4697329.500000 Penalty: 5251.534180
	Iteration 202Q: 3 clusters Score -4697330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -4697357.500000 Penalty: 5251.534180
	Iteration 203Q: 3 clusters Score -4697358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4697375.000000 Penalty: 5251.534180
	Iteration 204Q: 3 clusters Score -4697375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4697380.500000 Penalty: 5251.534180
	Iteration 205Q: 3 clusters Score -4697380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4697397.500000 Penalty: 5251.534180
	Iteration 206Q: 3 clusters Score -4697398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4697413.500000 Penalty: 5251.534180
	Iteration 207Q: 3 clusters Score -4697414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4697414.500000 Penalty: 5251.534180
	Iteration 208Q: 3 clusters Score -4697414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -4697425.000000 Penalty: 5251.534180
	Iteration 209Q: 3 clusters Score -4697425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -4697443.000000 Penalty: 5251.534180
	Iteration 210Q: 3 clusters Score -4697443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -4697445.500000 Penalty: 5251.534180
	Iteration 211Q: 3 clusters Score -4697446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -4697450.000000 Penalty: 5251.534180
	Iteration 212Q: 3 clusters Score -4697450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -4697467.000000 Penalty: 5251.534180
	Iteration 213Q: 3 clusters Score -4697467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4697475.500000 Penalty: 5251.534180
	Iteration 214Q: 3 clusters Score -4697476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4697475.000000 Penalty: 5251.534180
	Iteration 215Q: 3 clusters Score -4697475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4697481.500000 Penalty: 5251.534180
	Iteration 216Q: 3 clusters Score -4697482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4697494.500000 Penalty: 5251.534180
	Iteration 217Q: 3 clusters Score -4697494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -4697503.500000 Penalty: 5251.534180
	Iteration 218Q: 3 clusters Score -4697504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4697507.000000 Penalty: 5251.534180
	Iteration 219Q: 3 clusters Score -4697507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -4697508.500000 Penalty: 5251.534180
	Iteration 220F: 3 clusters Score -4697508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -4697507.500000 Penalty: 5251.534180
	Iteration 221Q: 3 clusters Score -4697508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -4697504.000000 Penalty: 5251.534180
	Iteration 222Q: 3 clusters Score -4697504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4697511.000000 Penalty: 5251.534180
	Iteration 223Q: 3 clusters Score -4697511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4697513.500000 Penalty: 5251.534180
	Iteration 224Q: 3 clusters Score -4697514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4697527.000000 Penalty: 5251.534180
	Iteration 225Q: 3 clusters Score -4697527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -4697526.000000 Penalty: 5251.534180
	Iteration 226Q: 3 clusters Score -4697526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -4697532.500000 Penalty: 5251.534180
	Iteration 227Q: 3 clusters Score -4697532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4697541.000000 Penalty: 5251.534180
	Iteration 228Q: 3 clusters Score -4697541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4697539.500000 Penalty: 5251.534180
	Iteration 229Q: 3 clusters Score -4697540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4697536.500000 Penalty: 5251.534180
	Iteration 230Q: 3 clusters Score -4697536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -4697532.500000 Penalty: 5251.534180
	Iteration 231Q: 3 clusters Score -4697532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -4697538.000000 Penalty: 5251.534180
	Iteration 232Q: 3 clusters Score -4697538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4697539.000000 Penalty: 5251.534180
	Iteration 233Q: 3 clusters Score -4697539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -4697541.500000 Penalty: 5251.534180
	Iteration 234Q: 3 clusters Score -4697542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4697540.000000 Penalty: 5251.534180
	Iteration 235Q: 3 clusters Score -4697540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4697540.000000 Penalty: 5251.534180
	Iteration 236F: 3 clusters Score -4697540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Entering Unmasked Estep 
Score: -1709683.125000 Penalty: 2390.940186
	Iteration 0F: 2 clusters Score -1709683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1698667.875000 Penalty: 4781.880371
	Iteration 0F: 3 clusters Score -1698668 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1702285.625000 Penalty: 4781.880371
	Iteration 1F: 3 clusters Score -1702286 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1702791.750000 Penalty: 4781.880371
	Iteration 2F: 3 clusters Score -1702792 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1703209.375000 Penalty: 4781.880371
	Iteration 3F: 3 clusters Score -1703209 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1703543.125000 Penalty: 4781.880371
	Iteration 4Q: 3 clusters Score -1703543 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1703846.000000 Penalty: 4781.880371
	Iteration 5Q: 3 clusters Score -1703846 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1704107.625000 Penalty: 4781.880371
	Iteration 6Q: 3 clusters Score -1704108 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1704333.375000 Penalty: 4781.880371
	Iteration 7Q: 3 clusters Score -1704333 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1704524.000000 Penalty: 4781.880371
	Iteration 8Q: 3 clusters Score -1704524 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1704685.000000 Penalty: 4781.880371
	Iteration 9Q: 3 clusters Score -1704685 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1704821.125000 Penalty: 4781.880371
	Iteration 10Q: 3 clusters Score -1704821 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1704957.125000 Penalty: 4781.880371
	Iteration 11Q: 3 clusters Score -1704957 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1705093.250000 Penalty: 4781.880371
	Iteration 12Q: 3 clusters Score -1705093 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1705233.500000 Penalty: 4781.880371
	Iteration 13Q: 3 clusters Score -1705234 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1705396.875000 Penalty: 4781.880371
	Iteration 14Q: 3 clusters Score -1705397 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1705583.625000 Penalty: 4781.880371
	Iteration 15Q: 3 clusters Score -1705584 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1705802.000000 Penalty: 4781.880371
	Iteration 16Q: 3 clusters Score -1705802 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1706050.750000 Penalty: 4781.880371
	Iteration 17Q: 3 clusters Score -1706051 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1706308.750000 Penalty: 4781.880371
	Iteration 18Q: 3 clusters Score -1706309 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1706555.500000 Penalty: 4781.880371
	Iteration 19Q: 3 clusters Score -1706556 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1706793.375000 Penalty: 4781.880371
	Iteration 20F: 3 clusters Score -1706793 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1707047.375000 Penalty: 4781.880371
	Iteration 21Q: 3 clusters Score -1707047 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1707334.250000 Penalty: 4781.880371
	Iteration 22Q: 3 clusters Score -1707334 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1707592.000000 Penalty: 4781.880371
	Iteration 23Q: 3 clusters Score -1707592 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1707857.375000 Penalty: 4781.880371
	Iteration 24Q: 3 clusters Score -1707857 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1708109.750000 Penalty: 4781.880371
	Iteration 25Q: 3 clusters Score -1708110 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1708327.875000 Penalty: 4781.880371
	Iteration 26Q: 3 clusters Score -1708328 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1708517.625000 Penalty: 4781.880371
	Iteration 27Q: 3 clusters Score -1708518 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1708648.000000 Penalty: 4781.880371
	Iteration 28Q: 3 clusters Score -1708648 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1708702.875000 Penalty: 4781.880371
	Iteration 29Q: 3 clusters Score -1708703 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1708754.000000 Penalty: 4781.880371
	Iteration 30Q: 3 clusters Score -1708754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1708791.125000 Penalty: 4781.880371
	Iteration 31Q: 3 clusters Score -1708791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1708812.125000 Penalty: 4781.880371
	Iteration 32Q: 3 clusters Score -1708812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1708825.000000 Penalty: 4781.880371
	Iteration 33Q: 3 clusters Score -1708825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1708844.250000 Penalty: 4781.880371
	Iteration 34Q: 3 clusters Score -1708844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1708853.000000 Penalty: 4781.880371
	Iteration 35Q: 3 clusters Score -1708853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1708866.625000 Penalty: 4781.880371
	Iteration 36Q: 3 clusters Score -1708867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1708879.500000 Penalty: 4781.880371
	Iteration 37Q: 3 clusters Score -1708880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1708896.500000 Penalty: 4781.880371
	Iteration 38Q: 3 clusters Score -1708896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1708911.375000 Penalty: 4781.880371
	Iteration 39Q: 3 clusters Score -1708911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1708923.750000 Penalty: 4781.880371
	Iteration 40F: 3 clusters Score -1708924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1708938.125000 Penalty: 4781.880371
	Iteration 41Q: 3 clusters Score -1708938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1708945.125000 Penalty: 4781.880371
	Iteration 42Q: 3 clusters Score -1708945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1708956.875000 Penalty: 4781.880371
	Iteration 43Q: 3 clusters Score -1708957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1708966.500000 Penalty: 4781.880371
	Iteration 44Q: 3 clusters Score -1708966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1708972.750000 Penalty: 4781.880371
	Iteration 45Q: 3 clusters Score -1708973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1708973.500000 Penalty: 4781.880371
	Iteration 46Q: 3 clusters Score -1708974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1708978.375000 Penalty: 4781.880371
	Iteration 47Q: 3 clusters Score -1708978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1708975.000000 Penalty: 4781.880371
	Iteration 48Q: 3 clusters Score -1708975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1708978.375000 Penalty: 4781.880371
	Iteration 49Q: 3 clusters Score -1708978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1708983.000000 Penalty: 4781.880371
	Iteration 50Q: 3 clusters Score -1708983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1708979.750000 Penalty: 4781.880371
	Iteration 51Q: 3 clusters Score -1708980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1708981.125000 Penalty: 4781.880371
	Iteration 52Q: 3 clusters Score -1708981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1708983.250000 Penalty: 4781.880371
	Iteration 53Q: 3 clusters Score -1708983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1708987.750000 Penalty: 4781.880371
	Iteration 54Q: 3 clusters Score -1708988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1708990.875000 Penalty: 4781.880371
	Iteration 55Q: 3 clusters Score -1708991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1708994.625000 Penalty: 4781.880371
	Iteration 56Q: 3 clusters Score -1708995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1708996.875000 Penalty: 4781.880371
	Iteration 57Q: 3 clusters Score -1708997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1708996.875000 Penalty: 4781.880371
	Iteration 58Q: 3 clusters Score -1708997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1708995.625000 Penalty: 4781.880371
	Iteration 59Q: 3 clusters Score -1708996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1708999.500000 Penalty: 4781.880371
	Iteration 60F: 3 clusters Score -1709000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1708998.500000 Penalty: 4781.880371
	Iteration 61Q: 3 clusters Score -1708998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1708999.000000 Penalty: 4781.880371
	Iteration 62Q: 3 clusters Score -1708999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1709007.250000 Penalty: 4781.880371
	Iteration 63Q: 3 clusters Score -1709007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1709010.875000 Penalty: 4781.880371
	Iteration 64Q: 3 clusters Score -1709011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1709012.000000 Penalty: 4781.880371
	Iteration 65Q: 3 clusters Score -1709012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1709015.125000 Penalty: 4781.880371
	Iteration 66Q: 3 clusters Score -1709015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1709014.625000 Penalty: 4781.880371
	Iteration 67Q: 3 clusters Score -1709015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1709019.000000 Penalty: 4781.880371
	Iteration 68Q: 3 clusters Score -1709019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1709017.250000 Penalty: 4781.880371
	Iteration 69Q: 3 clusters Score -1709017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1709019.875000 Penalty: 4781.880371
	Iteration 70Q: 3 clusters Score -1709020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1709019.375000 Penalty: 4781.880371
	Iteration 71Q: 3 clusters Score -1709019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1709020.625000 Penalty: 4781.880371
	Iteration 72Q: 3 clusters Score -1709021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1709022.875000 Penalty: 4781.880371
	Iteration 73Q: 3 clusters Score -1709023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1709024.750000 Penalty: 4781.880371
	Iteration 74Q: 3 clusters Score -1709025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1709024.750000 Penalty: 4781.880371
	Iteration 75F: 3 clusters Score -1709025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -830386.000000 Penalty: 2194.714844
	Iteration 0F: 2 clusters Score -830386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -824641.625000 Penalty: 4389.429688
	Iteration 0F: 3 clusters Score -824641.6 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -826220.687500 Penalty: 4389.429688
	Iteration 1F: 3 clusters Score -826220.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -826503.125000 Penalty: 4389.429688
	Iteration 2F: 3 clusters Score -826503.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -826696.187500 Penalty: 4389.429688
	Iteration 3F: 3 clusters Score -826696.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -826857.687500 Penalty: 4389.429688
	Iteration 4Q: 3 clusters Score -826857.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -826988.687500 Penalty: 4389.429688
	Iteration 5Q: 3 clusters Score -826988.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -827111.812500 Penalty: 4389.429688
	Iteration 6Q: 3 clusters Score -827111.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -827239.750000 Penalty: 4389.429688
	Iteration 7Q: 3 clusters Score -827239.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -827375.125000 Penalty: 4389.429688
	Iteration 8Q: 3 clusters Score -827375.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -827533.250000 Penalty: 4389.429688
	Iteration 9Q: 3 clusters Score -827533.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -827701.937500 Penalty: 4389.429688
	Iteration 10Q: 3 clusters Score -827701.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -827874.062500 Penalty: 4389.429688
	Iteration 11Q: 3 clusters Score -827874.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -828019.375000 Penalty: 4389.429688
	Iteration 12Q: 3 clusters Score -828019.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -828162.375000 Penalty: 4389.429688
	Iteration 13Q: 3 clusters Score -828162.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -828294.375000 Penalty: 4389.429688
	Iteration 14Q: 3 clusters Score -828294.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -828404.750000 Penalty: 4389.429688
	Iteration 15Q: 3 clusters Score -828404.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -828471.812500 Penalty: 4389.429688
	Iteration 16Q: 3 clusters Score -828471.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -828530.687500 Penalty: 4389.429688
	Iteration 17Q: 3 clusters Score -828530.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -828574.875000 Penalty: 4389.429688
	Iteration 18Q: 3 clusters Score -828574.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -828619.437500 Penalty: 4389.429688
	Iteration 19Q: 3 clusters Score -828619.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -828663.937500 Penalty: 4389.429688
	Iteration 20F: 3 clusters Score -828663.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -828704.375000 Penalty: 4389.429688
	Iteration 21Q: 3 clusters Score -828704.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -828732.812500 Penalty: 4389.429688
	Iteration 22Q: 3 clusters Score -828732.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -828751.812500 Penalty: 4389.429688
	Iteration 23Q: 3 clusters Score -828751.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -828771.875000 Penalty: 4389.429688
	Iteration 24Q: 3 clusters Score -828771.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -828781.250000 Penalty: 4389.429688
	Iteration 25Q: 3 clusters Score -828781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -828786.937500 Penalty: 4389.429688
	Iteration 26Q: 3 clusters Score -828786.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -828794.562500 Penalty: 4389.429688
	Iteration 27Q: 3 clusters Score -828794.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -828801.875000 Penalty: 4389.429688
	Iteration 28Q: 3 clusters Score -828801.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -828805.375000 Penalty: 4389.429688
	Iteration 29Q: 3 clusters Score -828805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -828810.937500 Penalty: 4389.429688
	Iteration 30Q: 3 clusters Score -828810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -828813.125000 Penalty: 4389.429688
	Iteration 31Q: 3 clusters Score -828813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -828816.187500 Penalty: 4389.429688
	Iteration 32Q: 3 clusters Score -828816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -828816.500000 Penalty: 4389.429688
	Iteration 33Q: 3 clusters Score -828816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -828818.000000 Penalty: 4389.429688
	Iteration 34Q: 3 clusters Score -828818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -828820.437500 Penalty: 4389.429688
	Iteration 35Q: 3 clusters Score -828820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -828821.875000 Penalty: 4389.429688
	Iteration 36Q: 3 clusters Score -828821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -828824.562500 Penalty: 4389.429688
	Iteration 37Q: 3 clusters Score -828824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -828828.062500 Penalty: 4389.429688
	Iteration 38Q: 3 clusters Score -828828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -828829.937500 Penalty: 4389.429688
	Iteration 39Q: 3 clusters Score -828829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -828832.687500 Penalty: 4389.429688
	Iteration 40F: 3 clusters Score -828832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -828833.375000 Penalty: 4389.429688
	Iteration 41Q: 3 clusters Score -828833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -828832.500000 Penalty: 4389.429688
	Iteration 42Q: 3 clusters Score -828832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -828832.500000 Penalty: 4389.429688
	Iteration 43F: 3 clusters Score -828832.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (165586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Entering Unmasked Estep 
Score: -19638200.000000 Penalty: 2980.277100
	Iteration 0F: 2 clusters Score -1.96382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 82888 members 
Entering Unmasked Estep 
Score: -19529008.000000 Penalty: 5960.554199
	Iteration 0F: 3 clusters Score -1.952901e+07 nChanged 79180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -19575024.000000 Penalty: 5960.554199
	Iteration 1F: 3 clusters Score -1.957502e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -19576462.000000 Penalty: 5960.554199
	Iteration 2Q: 3 clusters Score -1.957646e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -19578672.000000 Penalty: 5960.554199
	Iteration 3Q: 3 clusters Score -1.957867e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -19582312.000000 Penalty: 5960.554199
	Iteration 4Q: 3 clusters Score -1.958231e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -19587568.000000 Penalty: 5960.554199
	Iteration 5F: 3 clusters Score -1.958757e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -19594090.000000 Penalty: 5960.554199
	Iteration 6F: 3 clusters Score -1.959409e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -19600640.000000 Penalty: 5960.554199
	Iteration 7F: 3 clusters Score -1.960064e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 121382 members 
Entering Unmasked Estep 
Score: -19606464.000000 Penalty: 5960.554199
	Iteration 8F: 3 clusters Score -1.960646e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -19611852.000000 Penalty: 5960.554199
	Iteration 9F: 3 clusters Score -1.961185e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -19616924.000000 Penalty: 5960.554199
	Iteration 10Q: 3 clusters Score -1.961692e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 142690 members 
Entering Unmasked Estep 
Score: -19622166.000000 Penalty: 5960.554199
	Iteration 11Q: 3 clusters Score -1.962217e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 148283 members 
Entering Unmasked Estep 
Score: -19626994.000000 Penalty: 5960.554199
	Iteration 12Q: 3 clusters Score -1.962699e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -19630590.000000 Penalty: 5960.554199
	Iteration 13Q: 3 clusters Score -1.963059e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -19632850.000000 Penalty: 5960.554199
	Iteration 14Q: 3 clusters Score -1.963285e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -19634132.000000 Penalty: 5960.554199
	Iteration 15Q: 3 clusters Score -1.963413e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -19635024.000000 Penalty: 5960.554199
	Iteration 16Q: 3 clusters Score -1.963502e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -19635428.000000 Penalty: 5960.554199
	Iteration 17Q: 3 clusters Score -1.963543e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -19635792.000000 Penalty: 5960.554199
	Iteration 18Q: 3 clusters Score -1.963579e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -19635938.000000 Penalty: 5960.554199
	Iteration 19Q: 3 clusters Score -1.963594e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 160871 members 
Entering Unmasked Estep 
Score: -19636166.000000 Penalty: 5960.554199
	Iteration 20F: 3 clusters Score -1.963617e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -19636348.000000 Penalty: 5960.554199
	Iteration 21Q: 3 clusters Score -1.963635e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -19636422.000000 Penalty: 5960.554199
	Iteration 22Q: 3 clusters Score -1.963642e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -19636458.000000 Penalty: 5960.554199
	Iteration 23Q: 3 clusters Score -1.963646e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -19636462.000000 Penalty: 5960.554199
	Iteration 24Q: 3 clusters Score -1.963646e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 162187 members 
Entering Unmasked Estep 
Score: -19636464.000000 Penalty: 5960.554199
	Iteration 25Q: 3 clusters Score -1.963646e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 162333 members 
Entering Unmasked Estep 
Score: -19636472.000000 Penalty: 5960.554199
	Iteration 26Q: 3 clusters Score -1.963647e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -19636484.000000 Penalty: 5960.554199
	Iteration 27Q: 3 clusters Score -1.963648e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 162568 members 
Entering Unmasked Estep 
Score: -19636492.000000 Penalty: 5960.554199
	Iteration 28Q: 3 clusters Score -1.963649e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -19636518.000000 Penalty: 5960.554199
	Iteration 29Q: 3 clusters Score -1.963652e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -19636520.000000 Penalty: 5960.554199
	Iteration 30Q: 3 clusters Score -1.963652e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 162788 members 
Entering Unmasked Estep 
Score: -19636550.000000 Penalty: 5960.554199
	Iteration 31Q: 3 clusters Score -1.963655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 162826 members 
Entering Unmasked Estep 
Score: -19636512.000000 Penalty: 5960.554199
	Iteration 32Q: 3 clusters Score -1.963651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -19636534.000000 Penalty: 5960.554199
	Iteration 33Q: 3 clusters Score -1.963653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 162891 members 
Entering Unmasked Estep 
Score: -19636520.000000 Penalty: 5960.554199
	Iteration 34Q: 3 clusters Score -1.963652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 162916 members 
Entering Unmasked Estep 
Score: -19636524.000000 Penalty: 5960.554199
	Iteration 35Q: 3 clusters Score -1.963652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -19636540.000000 Penalty: 5960.554199
	Iteration 36Q: 3 clusters Score -1.963654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -19636526.000000 Penalty: 5960.554199
	Iteration 37Q: 3 clusters Score -1.963653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 162964 members 
Entering Unmasked Estep 
Score: -19636520.000000 Penalty: 5960.554199
	Iteration 38Q: 3 clusters Score -1.963652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -19636514.000000 Penalty: 5960.554199
	Iteration 39Q: 3 clusters Score -1.963651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -19636504.000000 Penalty: 5960.554199
	Iteration 40F: 3 clusters Score -1.96365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 162988 members 
Entering Unmasked Estep 
Score: -19636502.000000 Penalty: 5960.554199
	Iteration 41Q: 3 clusters Score -1.96365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -19636526.000000 Penalty: 5960.554199
	Iteration 42Q: 3 clusters Score -1.963653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 163010 members 
Entering Unmasked Estep 
Score: -19636514.000000 Penalty: 5960.554199
	Iteration 43Q: 3 clusters Score -1.963651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 163024 members 
Entering Unmasked Estep 
Score: -19636524.000000 Penalty: 5960.554199
	Iteration 44Q: 3 clusters Score -1.963652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 163041 members 
Entering Unmasked Estep 
Score: -19636514.000000 Penalty: 5960.554199
	Iteration 45Q: 3 clusters Score -1.963651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -19636538.000000 Penalty: 5960.554199
	Iteration 46Q: 3 clusters Score -1.963654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 163063 members 
Entering Unmasked Estep 
Score: -19636516.000000 Penalty: 5960.554199
	Iteration 47Q: 3 clusters Score -1.963652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -19636512.000000 Penalty: 5960.554199
	Iteration 48Q: 3 clusters Score -1.963651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 163076 members 
Entering Unmasked Estep 
Score: -19636514.000000 Penalty: 5960.554199
	Iteration 49Q: 3 clusters Score -1.963651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
Score: -19636514.000000 Penalty: 5960.554199
	Iteration 50Q: 3 clusters Score -1.963651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 163095 members 
Entering Unmasked Estep 
Score: -19636520.000000 Penalty: 5960.554199
	Iteration 51Q: 3 clusters Score -1.963652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 163101 members 
Entering Unmasked Estep 
Score: -19636514.000000 Penalty: 5960.554199
	Iteration 52Q: 3 clusters Score -1.963651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -19636496.000000 Penalty: 5960.554199
	Iteration 53Q: 3 clusters Score -1.96365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -19636494.000000 Penalty: 5960.554199
	Iteration 54Q: 3 clusters Score -1.963649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -19636494.000000 Penalty: 5960.554199
	Iteration 55F: 3 clusters Score -1.963649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Entering Unmasked Estep 
Score: -13339692.000000 Penalty: 2881.738525
	Iteration 0F: 2 clusters Score -1.333969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -13265037.000000 Penalty: 5763.477051
	Iteration 0F: 3 clusters Score -1.326504e+07 nChanged 52822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -13295506.000000 Penalty: 5763.477051
	Iteration 1F: 3 clusters Score -1.329551e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -13296368.000000 Penalty: 5763.477051
	Iteration 2Q: 3 clusters Score -1.329637e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -13297218.000000 Penalty: 5763.477051
	Iteration 3Q: 3 clusters Score -1.329722e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -13298325.000000 Penalty: 5763.477051
	Iteration 4Q: 3 clusters Score -1.329832e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -13299902.000000 Penalty: 5763.477051
	Iteration 5Q: 3 clusters Score -1.32999e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -13301969.000000 Penalty: 5763.477051
	Iteration 6Q: 3 clusters Score -1.330197e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -13305108.000000 Penalty: 5763.477051
	Iteration 7Q: 3 clusters Score -1.330511e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -13310021.000000 Penalty: 5763.477051
	Iteration 8F: 3 clusters Score -1.331002e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -13316500.000000 Penalty: 5763.477051
	Iteration 9F: 3 clusters Score -1.33165e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -13322767.000000 Penalty: 5763.477051
	Iteration 10F: 3 clusters Score -1.332277e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -13326452.000000 Penalty: 5763.477051
	Iteration 11F: 3 clusters Score -1.332645e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -13328503.000000 Penalty: 5763.477051
	Iteration 12Q: 3 clusters Score -1.33285e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -13329927.000000 Penalty: 5763.477051
	Iteration 13Q: 3 clusters Score -1.332993e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -13331019.000000 Penalty: 5763.477051
	Iteration 14Q: 3 clusters Score -1.333102e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -13331884.000000 Penalty: 5763.477051
	Iteration 15Q: 3 clusters Score -1.333188e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -13332528.000000 Penalty: 5763.477051
	Iteration 16Q: 3 clusters Score -1.333253e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -13333055.000000 Penalty: 5763.477051
	Iteration 17Q: 3 clusters Score -1.333306e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -13333435.000000 Penalty: 5763.477051
	Iteration 18Q: 3 clusters Score -1.333344e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -13333776.000000 Penalty: 5763.477051
	Iteration 19Q: 3 clusters Score -1.333378e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -13334116.000000 Penalty: 5763.477051
	Iteration 20F: 3 clusters Score -1.333412e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -13334541.000000 Penalty: 5763.477051
	Iteration 21Q: 3 clusters Score -1.333454e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -13334799.000000 Penalty: 5763.477051
	Iteration 22Q: 3 clusters Score -1.33348e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -13335157.000000 Penalty: 5763.477051
	Iteration 23Q: 3 clusters Score -1.333516e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -13335479.000000 Penalty: 5763.477051
	Iteration 24Q: 3 clusters Score -1.333548e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -13335876.000000 Penalty: 5763.477051
	Iteration 25Q: 3 clusters Score -1.333588e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -13336238.000000 Penalty: 5763.477051
	Iteration 26Q: 3 clusters Score -1.333624e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -13336538.000000 Penalty: 5763.477051
	Iteration 27Q: 3 clusters Score -1.333654e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -13336741.000000 Penalty: 5763.477051
	Iteration 28Q: 3 clusters Score -1.333674e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -13336926.000000 Penalty: 5763.477051
	Iteration 29Q: 3 clusters Score -1.333693e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -13337151.000000 Penalty: 5763.477051
	Iteration 30Q: 3 clusters Score -1.333715e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -13337240.000000 Penalty: 5763.477051
	Iteration 31Q: 3 clusters Score -1.333724e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -13337382.000000 Penalty: 5763.477051
	Iteration 32Q: 3 clusters Score -1.333738e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -13337485.000000 Penalty: 5763.477051
	Iteration 33Q: 3 clusters Score -1.333748e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -13337619.000000 Penalty: 5763.477051
	Iteration 34Q: 3 clusters Score -1.333762e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -13337683.000000 Penalty: 5763.477051
	Iteration 35Q: 3 clusters Score -1.333768e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -13337796.000000 Penalty: 5763.477051
	Iteration 36Q: 3 clusters Score -1.33378e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -13337839.000000 Penalty: 5763.477051
	Iteration 37Q: 3 clusters Score -1.333784e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -13337876.000000 Penalty: 5763.477051
	Iteration 38Q: 3 clusters Score -1.333788e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -13337915.000000 Penalty: 5763.477051
	Iteration 39Q: 3 clusters Score -1.333792e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -13337987.000000 Penalty: 5763.477051
	Iteration 40F: 3 clusters Score -1.333799e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -13337984.000000 Penalty: 5763.477051
	Iteration 41Q: 3 clusters Score -1.333798e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -13338036.000000 Penalty: 5763.477051
	Iteration 42Q: 3 clusters Score -1.333804e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -13338076.000000 Penalty: 5763.477051
	Iteration 43Q: 3 clusters Score -1.333808e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -13338111.000000 Penalty: 5763.477051
	Iteration 44Q: 3 clusters Score -1.333811e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -13338128.000000 Penalty: 5763.477051
	Iteration 45Q: 3 clusters Score -1.333813e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -13338165.000000 Penalty: 5763.477051
	Iteration 46Q: 3 clusters Score -1.333816e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -13338213.000000 Penalty: 5763.477051
	Iteration 47Q: 3 clusters Score -1.333821e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -13338259.000000 Penalty: 5763.477051
	Iteration 48Q: 3 clusters Score -1.333826e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -13338232.000000 Penalty: 5763.477051
	Iteration 49Q: 3 clusters Score -1.333823e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -13338268.000000 Penalty: 5763.477051
	Iteration 50Q: 3 clusters Score -1.333827e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -13338259.000000 Penalty: 5763.477051
	Iteration 51Q: 3 clusters Score -1.333826e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -13338249.000000 Penalty: 5763.477051
	Iteration 52Q: 3 clusters Score -1.333825e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -13338247.000000 Penalty: 5763.477051
	Iteration 53Q: 3 clusters Score -1.333825e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -13338258.000000 Penalty: 5763.477051
	Iteration 54Q: 3 clusters Score -1.333826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -13338261.000000 Penalty: 5763.477051
	Iteration 55Q: 3 clusters Score -1.333826e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -13338275.000000 Penalty: 5763.477051
	Iteration 56Q: 3 clusters Score -1.333828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -13338268.000000 Penalty: 5763.477051
	Iteration 57Q: 3 clusters Score -1.333827e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -13338250.000000 Penalty: 5763.477051
	Iteration 58Q: 3 clusters Score -1.333825e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -13338263.000000 Penalty: 5763.477051
	Iteration 59Q: 3 clusters Score -1.333826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -13338289.000000 Penalty: 5763.477051
	Iteration 60F: 3 clusters Score -1.333829e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -13338291.000000 Penalty: 5763.477051
	Iteration 61Q: 3 clusters Score -1.333829e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -13338318.000000 Penalty: 5763.477051
	Iteration 62Q: 3 clusters Score -1.333832e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -13338308.000000 Penalty: 5763.477051
	Iteration 63Q: 3 clusters Score -1.333831e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -13338286.000000 Penalty: 5763.477051
	Iteration 64Q: 3 clusters Score -1.333829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -13338282.000000 Penalty: 5763.477051
	Iteration 65Q: 3 clusters Score -1.333828e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -13338283.000000 Penalty: 5763.477051
	Iteration 66Q: 3 clusters Score -1.333828e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -13338280.000000 Penalty: 5763.477051
	Iteration 67Q: 3 clusters Score -1.333828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -13338292.000000 Penalty: 5763.477051
	Iteration 68Q: 3 clusters Score -1.333829e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -13338279.000000 Penalty: 5763.477051
	Iteration 69Q: 3 clusters Score -1.333828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -13338286.000000 Penalty: 5763.477051
	Iteration 70Q: 3 clusters Score -1.333829e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -13338279.000000 Penalty: 5763.477051
	Iteration 71Q: 3 clusters Score -1.333828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -13338275.000000 Penalty: 5763.477051
	Iteration 72Q: 3 clusters Score -1.333828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -13338281.000000 Penalty: 5763.477051
	Iteration 73Q: 3 clusters Score -1.333828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -13338285.000000 Penalty: 5763.477051
	Iteration 74Q: 3 clusters Score -1.333828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -13338299.000000 Penalty: 5763.477051
	Iteration 75Q: 3 clusters Score -1.33383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -13338319.000000 Penalty: 5763.477051
	Iteration 76Q: 3 clusters Score -1.333832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -13338319.000000 Penalty: 5763.477051
	Iteration 77Q: 3 clusters Score -1.333832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -13338310.000000 Penalty: 5763.477051
	Iteration 78Q: 3 clusters Score -1.333831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -13338327.000000 Penalty: 5763.477051
	Iteration 79Q: 3 clusters Score -1.333833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -13338329.000000 Penalty: 5763.477051
	Iteration 80F: 3 clusters Score -1.333833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -13338335.000000 Penalty: 5763.477051
	Iteration 81Q: 3 clusters Score -1.333834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -13338319.000000 Penalty: 5763.477051
	Iteration 82Q: 3 clusters Score -1.333832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -13338319.000000 Penalty: 5763.477051
	Iteration 83Q: 3 clusters Score -1.333832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -13338332.000000 Penalty: 5763.477051
	Iteration 84Q: 3 clusters Score -1.333833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 74932 members 
Entering Unmasked Estep 
Score: -13338336.000000 Penalty: 5763.477051
	Iteration 85Q: 3 clusters Score -1.333834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -13338333.000000 Penalty: 5763.477051
	Iteration 86Q: 3 clusters Score -1.333833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -13338347.000000 Penalty: 5763.477051
	Iteration 87Q: 3 clusters Score -1.333835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -13338326.000000 Penalty: 5763.477051
	Iteration 88Q: 3 clusters Score -1.333833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -13338327.000000 Penalty: 5763.477051
	Iteration 89Q: 3 clusters Score -1.333833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -13338316.000000 Penalty: 5763.477051
	Iteration 90Q: 3 clusters Score -1.333832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -13338322.000000 Penalty: 5763.477051
	Iteration 91Q: 3 clusters Score -1.333832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -13338319.000000 Penalty: 5763.477051
	Iteration 92Q: 3 clusters Score -1.333832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -13338308.000000 Penalty: 5763.477051
	Iteration 93Q: 3 clusters Score -1.333831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -13338320.000000 Penalty: 5763.477051
	Iteration 94Q: 3 clusters Score -1.333832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -13338323.000000 Penalty: 5763.477051
	Iteration 95Q: 3 clusters Score -1.333832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -13338323.000000 Penalty: 5763.477051
	Iteration 96Q: 3 clusters Score -1.333832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -13338323.000000 Penalty: 5763.477051
	Iteration 97Q: 3 clusters Score -1.333832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -13338320.000000 Penalty: 5763.477051
	Iteration 98Q: 3 clusters Score -1.333832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -13338319.000000 Penalty: 5763.477051
	Iteration 99Q: 3 clusters Score -1.333832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -13338324.000000 Penalty: 5763.477051
	Iteration 100F: 3 clusters Score -1.333832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -13338333.000000 Penalty: 5763.477051
	Iteration 101Q: 3 clusters Score -1.333833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -13338323.000000 Penalty: 5763.477051
	Iteration 102Q: 3 clusters Score -1.333832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -13338329.000000 Penalty: 5763.477051
	Iteration 103Q: 3 clusters Score -1.333833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -13338330.000000 Penalty: 5763.477051
	Iteration 104Q: 3 clusters Score -1.333833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -13338330.000000 Penalty: 5763.477051
	Iteration 105F: 3 clusters Score -1.333833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -670213.187500 Penalty: 2164.207520
	Iteration 0F: 2 clusters Score -670213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -664962.687500 Penalty: 4328.415039
	Iteration 0F: 3 clusters Score -664962.7 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -666449.312500 Penalty: 4328.415039
	Iteration 1F: 3 clusters Score -666449.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -666830.750000 Penalty: 4328.415039
	Iteration 2F: 3 clusters Score -666830.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -667114.875000 Penalty: 4328.415039
	Iteration 3F: 3 clusters Score -667114.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -667366.125000 Penalty: 4328.415039
	Iteration 4F: 3 clusters Score -667366.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -667560.500000 Penalty: 4328.415039
	Iteration 5F: 3 clusters Score -667560.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -667732.375000 Penalty: 4328.415039
	Iteration 6Q: 3 clusters Score -667732.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -667906.937500 Penalty: 4328.415039
	Iteration 7Q: 3 clusters Score -667906.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -668081.562500 Penalty: 4328.415039
	Iteration 8Q: 3 clusters Score -668081.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -668202.500000 Penalty: 4328.415039
	Iteration 9Q: 3 clusters Score -668202.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -668311.375000 Penalty: 4328.415039
	Iteration 10Q: 3 clusters Score -668311.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -668394.937500 Penalty: 4328.415039
	Iteration 11Q: 3 clusters Score -668394.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -668443.000000 Penalty: 4328.415039
	Iteration 12Q: 3 clusters Score -668443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -668491.687500 Penalty: 4328.415039
	Iteration 13Q: 3 clusters Score -668491.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -668546.875000 Penalty: 4328.415039
	Iteration 14Q: 3 clusters Score -668546.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -668596.500000 Penalty: 4328.415039
	Iteration 15Q: 3 clusters Score -668596.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -668626.125000 Penalty: 4328.415039
	Iteration 16Q: 3 clusters Score -668626.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -668648.062500 Penalty: 4328.415039
	Iteration 17Q: 3 clusters Score -668648.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -668679.375000 Penalty: 4328.415039
	Iteration 18Q: 3 clusters Score -668679.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -668702.000000 Penalty: 4328.415039
	Iteration 19Q: 3 clusters Score -668702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -668719.500000 Penalty: 4328.415039
	Iteration 20F: 3 clusters Score -668719.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -668737.000000 Penalty: 4328.415039
	Iteration 21Q: 3 clusters Score -668737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -668749.312500 Penalty: 4328.415039
	Iteration 22Q: 3 clusters Score -668749.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -668759.187500 Penalty: 4328.415039
	Iteration 23Q: 3 clusters Score -668759.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -668767.250000 Penalty: 4328.415039
	Iteration 24Q: 3 clusters Score -668767.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -668776.250000 Penalty: 4328.415039
	Iteration 25Q: 3 clusters Score -668776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -668782.625000 Penalty: 4328.415039
	Iteration 26Q: 3 clusters Score -668782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -668790.062500 Penalty: 4328.415039
	Iteration 27Q: 3 clusters Score -668790.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -668795.937500 Penalty: 4328.415039
	Iteration 28Q: 3 clusters Score -668795.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -668799.187500 Penalty: 4328.415039
	Iteration 29Q: 3 clusters Score -668799.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -668805.000000 Penalty: 4328.415039
	Iteration 30Q: 3 clusters Score -668805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -668807.312500 Penalty: 4328.415039
	Iteration 31Q: 3 clusters Score -668807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -668808.562500 Penalty: 4328.415039
	Iteration 32Q: 3 clusters Score -668808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -668812.312500 Penalty: 4328.415039
	Iteration 33Q: 3 clusters Score -668812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -668812.687500 Penalty: 4328.415039
	Iteration 34Q: 3 clusters Score -668812.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -668815.437500 Penalty: 4328.415039
	Iteration 35Q: 3 clusters Score -668815.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -668819.750000 Penalty: 4328.415039
	Iteration 36Q: 3 clusters Score -668819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -668823.250000 Penalty: 4328.415039
	Iteration 37Q: 3 clusters Score -668823.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -668830.937500 Penalty: 4328.415039
	Iteration 38Q: 3 clusters Score -668830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -668837.312500 Penalty: 4328.415039
	Iteration 39Q: 3 clusters Score -668837.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -668841.062500 Penalty: 4328.415039
	Iteration 40F: 3 clusters Score -668841.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -668846.312500 Penalty: 4328.415039
	Iteration 41Q: 3 clusters Score -668846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -668846.687500 Penalty: 4328.415039
	Iteration 42Q: 3 clusters Score -668846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -668849.687500 Penalty: 4328.415039
	Iteration 43Q: 3 clusters Score -668849.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -668850.812500 Penalty: 4328.415039
	Iteration 44Q: 3 clusters Score -668850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -668854.875000 Penalty: 4328.415039
	Iteration 45Q: 3 clusters Score -668854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -668855.250000 Penalty: 4328.415039
	Iteration 46Q: 3 clusters Score -668855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -668854.750000 Penalty: 4328.415039
	Iteration 47Q: 3 clusters Score -668854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -668857.687500 Penalty: 4328.415039
	Iteration 48Q: 3 clusters Score -668857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -668856.875000 Penalty: 4328.415039
	Iteration 49Q: 3 clusters Score -668856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -668856.875000 Penalty: 4328.415039
	Iteration 50F: 3 clusters Score -668856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (113443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Entering Unmasked Estep 
Score: -13460837.000000 Penalty: 2886.485840
	Iteration 0F: 2 clusters Score -1.346084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -13384916.000000 Penalty: 5772.971680
	Iteration 0F: 3 clusters Score -1.338492e+07 nChanged 53732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -13416464.000000 Penalty: 5772.971680
	Iteration 1F: 3 clusters Score -1.341646e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -13417847.000000 Penalty: 5772.971680
	Iteration 2Q: 3 clusters Score -1.341785e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -13420205.000000 Penalty: 5772.971680
	Iteration 3Q: 3 clusters Score -1.34202e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -13424578.000000 Penalty: 5772.971680
	Iteration 4F: 3 clusters Score -1.342458e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -13431524.000000 Penalty: 5772.971680
	Iteration 5F: 3 clusters Score -1.343152e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -13440036.000000 Penalty: 5772.971680
	Iteration 6F: 3 clusters Score -1.344004e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -13447466.000000 Penalty: 5772.971680
	Iteration 7F: 3 clusters Score -1.344747e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -13452463.000000 Penalty: 5772.971680
	Iteration 8Q: 3 clusters Score -1.345246e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -13455320.000000 Penalty: 5772.971680
	Iteration 9Q: 3 clusters Score -1.345532e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -13456736.000000 Penalty: 5772.971680
	Iteration 10Q: 3 clusters Score -1.345674e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -13457529.000000 Penalty: 5772.971680
	Iteration 11Q: 3 clusters Score -1.345753e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -13457960.000000 Penalty: 5772.971680
	Iteration 12Q: 3 clusters Score -1.345796e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -13458305.000000 Penalty: 5772.971680
	Iteration 13Q: 3 clusters Score -1.34583e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 110455 members 
Entering Unmasked Estep 
Score: -13458564.000000 Penalty: 5772.971680
	Iteration 14Q: 3 clusters Score -1.345856e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -13458729.000000 Penalty: 5772.971680
	Iteration 15Q: 3 clusters Score -1.345873e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -13458870.000000 Penalty: 5772.971680
	Iteration 16Q: 3 clusters Score -1.345887e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -13458985.000000 Penalty: 5772.971680
	Iteration 17Q: 3 clusters Score -1.345898e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -13459034.000000 Penalty: 5772.971680
	Iteration 18Q: 3 clusters Score -1.345903e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 111235 members 
Entering Unmasked Estep 
Score: -13459088.000000 Penalty: 5772.971680
	Iteration 19Q: 3 clusters Score -1.345909e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -13459110.000000 Penalty: 5772.971680
	Iteration 20F: 3 clusters Score -1.345911e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -13459148.000000 Penalty: 5772.971680
	Iteration 21Q: 3 clusters Score -1.345915e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -13459156.000000 Penalty: 5772.971680
	Iteration 22Q: 3 clusters Score -1.345916e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 111425 members 
Entering Unmasked Estep 
Score: -13459165.000000 Penalty: 5772.971680
	Iteration 23Q: 3 clusters Score -1.345916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -13459185.000000 Penalty: 5772.971680
	Iteration 24Q: 3 clusters Score -1.345918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -13459197.000000 Penalty: 5772.971680
	Iteration 25Q: 3 clusters Score -1.34592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -13459181.000000 Penalty: 5772.971680
	Iteration 26Q: 3 clusters Score -1.345918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -13459171.000000 Penalty: 5772.971680
	Iteration 27Q: 3 clusters Score -1.345917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -13459183.000000 Penalty: 5772.971680
	Iteration 28Q: 3 clusters Score -1.345918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -13459189.000000 Penalty: 5772.971680
	Iteration 29Q: 3 clusters Score -1.345919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 111556 members 
Entering Unmasked Estep 
Score: -13459187.000000 Penalty: 5772.971680
	Iteration 30Q: 3 clusters Score -1.345919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 111561 members 
Entering Unmasked Estep 
Score: -13459191.000000 Penalty: 5772.971680
	Iteration 31Q: 3 clusters Score -1.345919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 111564 members 
Entering Unmasked Estep 
Score: -13459188.000000 Penalty: 5772.971680
	Iteration 32Q: 3 clusters Score -1.345919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 111565 members 
Entering Unmasked Estep 
Score: -13459191.000000 Penalty: 5772.971680
	Iteration 33Q: 3 clusters Score -1.345919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 111567 members 
Entering Unmasked Estep 
Score: -13459191.000000 Penalty: 5772.971680
	Iteration 34Q: 3 clusters Score -1.345919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -13459193.000000 Penalty: 5772.971680
	Iteration 35Q: 3 clusters Score -1.345919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -13459194.000000 Penalty: 5772.971680
	Iteration 36Q: 3 clusters Score -1.345919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -13459194.000000 Penalty: 5772.971680
	Iteration 37F: 3 clusters Score -1.345919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (258754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258754 members 
Entering Unmasked Estep 
Score: -30312260.000000 Penalty: 3090.981201
	Iteration 0F: 2 clusters Score -3.031226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -30138818.000000 Penalty: 6181.962402
	Iteration 0F: 3 clusters Score -3.013882e+07 nChanged 125039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127719 members 
Mstep: Class 2 contains 131035 members 
Entering Unmasked Estep 
Score: -30212120.000000 Penalty: 6181.962402
	Iteration 1F: 3 clusters Score -3.021212e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 131977 members 
Entering Unmasked Estep 
Score: -30213468.000000 Penalty: 6181.962402
	Iteration 2Q: 3 clusters Score -3.021347e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 133297 members 
Entering Unmasked Estep 
Score: -30214716.000000 Penalty: 6181.962402
	Iteration 3Q: 3 clusters Score -3.021472e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 135348 members 
Entering Unmasked Estep 
Score: -30216594.000000 Penalty: 6181.962402
	Iteration 4Q: 3 clusters Score -3.021659e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120433 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -30218922.000000 Penalty: 6181.962402
	Iteration 5Q: 3 clusters Score -3.021892e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -30222468.000000 Penalty: 6181.962402
	Iteration 6Q: 3 clusters Score -3.022247e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110038 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -30227114.000000 Penalty: 6181.962402
	Iteration 7Q: 3 clusters Score -3.022711e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 156777 members 
Entering Unmasked Estep 
Score: -30233790.000000 Penalty: 6181.962402
	Iteration 8Q: 3 clusters Score -3.023379e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 166563 members 
Entering Unmasked Estep 
Score: -30242820.000000 Penalty: 6181.962402
	Iteration 9F: 3 clusters Score -3.024282e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 177083 members 
Entering Unmasked Estep 
Score: -30253310.000000 Penalty: 6181.962402
	Iteration 10F: 3 clusters Score -3.025331e+07 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -30263270.000000 Penalty: 6181.962402
	Iteration 11F: 3 clusters Score -3.026327e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 194836 members 
Entering Unmasked Estep 
Score: -30270526.000000 Penalty: 6181.962402
	Iteration 12Q: 3 clusters Score -3.027053e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 201765 members 
Entering Unmasked Estep 
Score: -30275318.000000 Penalty: 6181.962402
	Iteration 13Q: 3 clusters Score -3.027532e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 208173 members 
Entering Unmasked Estep 
Score: -30278472.000000 Penalty: 6181.962402
	Iteration 14Q: 3 clusters Score -3.027847e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 214325 members 
Entering Unmasked Estep 
Score: -30281550.000000 Penalty: 6181.962402
	Iteration 15Q: 3 clusters Score -3.028155e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 220403 members 
Entering Unmasked Estep 
Score: -30284616.000000 Penalty: 6181.962402
	Iteration 16Q: 3 clusters Score -3.028462e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 226452 members 
Entering Unmasked Estep 
Score: -30287772.000000 Penalty: 6181.962402
	Iteration 17Q: 3 clusters Score -3.028777e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 232254 members 
Entering Unmasked Estep 
Score: -30291430.000000 Penalty: 6181.962402
	Iteration 18Q: 3 clusters Score -3.029143e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 237712 members 
Entering Unmasked Estep 
Score: -30295046.000000 Penalty: 6181.962402
	Iteration 19Q: 3 clusters Score -3.029505e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 242821 members 
Entering Unmasked Estep 
Score: -30298708.000000 Penalty: 6181.962402
	Iteration 20F: 3 clusters Score -3.029871e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 247184 members 
Entering Unmasked Estep 
Score: -30301746.000000 Penalty: 6181.962402
	Iteration 21Q: 3 clusters Score -3.030175e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 250785 members 
Entering Unmasked Estep 
Score: -30304482.000000 Penalty: 6181.962402
	Iteration 22Q: 3 clusters Score -3.030448e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 253505 members 
Entering Unmasked Estep 
Score: -30306592.000000 Penalty: 6181.962402
	Iteration 23Q: 3 clusters Score -3.030659e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 255332 members 
Entering Unmasked Estep 
Score: -30307968.000000 Penalty: 6181.962402
	Iteration 24Q: 3 clusters Score -3.030797e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 256440 members 
Entering Unmasked Estep 
Score: -30308730.000000 Penalty: 6181.962402
	Iteration 25Q: 3 clusters Score -3.030873e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 257085 members 
Entering Unmasked Estep 
Score: -30309124.000000 Penalty: 6181.962402
	Iteration 26Q: 3 clusters Score -3.030912e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 257446 members 
Entering Unmasked Estep 
Score: -30309426.000000 Penalty: 6181.962402
	Iteration 27Q: 3 clusters Score -3.030943e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 257645 members 
Entering Unmasked Estep 
Score: -30309518.000000 Penalty: 6181.962402
	Iteration 28Q: 3 clusters Score -3.030952e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 257775 members 
Entering Unmasked Estep 
Score: -30309670.000000 Penalty: 6181.962402
	Iteration 29Q: 3 clusters Score -3.030967e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 257866 members 
Entering Unmasked Estep 
Score: -30309690.000000 Penalty: 6181.962402
	Iteration 30Q: 3 clusters Score -3.030969e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 257919 members 
Entering Unmasked Estep 
Score: -30309730.000000 Penalty: 6181.962402
	Iteration 31Q: 3 clusters Score -3.030973e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 257963 members 
Entering Unmasked Estep 
Score: -30309802.000000 Penalty: 6181.962402
	Iteration 32Q: 3 clusters Score -3.03098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 257999 members 
Entering Unmasked Estep 
Score: -30309828.000000 Penalty: 6181.962402
	Iteration 33Q: 3 clusters Score -3.030983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 258015 members 
Entering Unmasked Estep 
Score: -30309854.000000 Penalty: 6181.962402
	Iteration 34Q: 3 clusters Score -3.030985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 258033 members 
Entering Unmasked Estep 
Score: -30309888.000000 Penalty: 6181.962402
	Iteration 35Q: 3 clusters Score -3.030989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 258044 members 
Entering Unmasked Estep 
Score: -30309880.000000 Penalty: 6181.962402
	Iteration 36Q: 3 clusters Score -3.030988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 258061 members 
Entering Unmasked Estep 
Score: -30309890.000000 Penalty: 6181.962402
	Iteration 37Q: 3 clusters Score -3.030989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 258086 members 
Entering Unmasked Estep 
Score: -30309904.000000 Penalty: 6181.962402
	Iteration 38Q: 3 clusters Score -3.03099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 258100 members 
Entering Unmasked Estep 
Score: -30309930.000000 Penalty: 6181.962402
	Iteration 39Q: 3 clusters Score -3.030993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 258105 members 
Entering Unmasked Estep 
Score: -30309960.000000 Penalty: 6181.962402
	Iteration 40F: 3 clusters Score -3.030996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 258107 members 
Entering Unmasked Estep 
Score: -30309964.000000 Penalty: 6181.962402
	Iteration 41Q: 3 clusters Score -3.030996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 258113 members 
Entering Unmasked Estep 
Score: -30309964.000000 Penalty: 6181.962402
	Iteration 42Q: 3 clusters Score -3.030996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 258114 members 
Entering Unmasked Estep 
Score: -30309962.000000 Penalty: 6181.962402
	Iteration 43Q: 3 clusters Score -3.030996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 258117 members 
Entering Unmasked Estep 
Score: -30309952.000000 Penalty: 6181.962402
	Iteration 44Q: 3 clusters Score -3.030995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 258121 members 
Entering Unmasked Estep 
Score: -30309944.000000 Penalty: 6181.962402
	Iteration 45Q: 3 clusters Score -3.030994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 258124 members 
Entering Unmasked Estep 
Score: -30309932.000000 Penalty: 6181.962402
	Iteration 46Q: 3 clusters Score -3.030993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 258129 members 
Entering Unmasked Estep 
Score: -30309976.000000 Penalty: 6181.962402
	Iteration 47Q: 3 clusters Score -3.030998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 258130 members 
Entering Unmasked Estep 
Score: -30309952.000000 Penalty: 6181.962402
	Iteration 48Q: 3 clusters Score -3.030995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 258134 members 
Entering Unmasked Estep 
Score: -30309962.000000 Penalty: 6181.962402
	Iteration 49Q: 3 clusters Score -3.030996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 258134 members 
Entering Unmasked Estep 
Score: -30309968.000000 Penalty: 6181.962402
	Iteration 50Q: 3 clusters Score -3.030997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 258132 members 
Entering Unmasked Estep 
Score: -30309966.000000 Penalty: 6181.962402
	Iteration 51Q: 3 clusters Score -3.030997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 258129 members 
Entering Unmasked Estep 
Score: -30309964.000000 Penalty: 6181.962402
	Iteration 52Q: 3 clusters Score -3.030996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 258135 members 
Entering Unmasked Estep 
Score: -30309964.000000 Penalty: 6181.962402
	Iteration 53Q: 3 clusters Score -3.030996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 258138 members 
Entering Unmasked Estep 
Score: -30309974.000000 Penalty: 6181.962402
	Iteration 54Q: 3 clusters Score -3.030997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 258138 members 
Entering Unmasked Estep 
Score: -30309976.000000 Penalty: 6181.962402
	Iteration 55Q: 3 clusters Score -3.030998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 258139 members 
Entering Unmasked Estep 
Score: -30309982.000000 Penalty: 6181.962402
	Iteration 56Q: 3 clusters Score -3.030998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 258139 members 
Entering Unmasked Estep 
Score: -30309996.000000 Penalty: 6181.962402
	Iteration 57Q: 3 clusters Score -3.031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 258137 members 
Entering Unmasked Estep 
Score: -30310008.000000 Penalty: 6181.962402
	Iteration 58Q: 3 clusters Score -3.031001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 258138 members 
Entering Unmasked Estep 
Score: -30309984.000000 Penalty: 6181.962402
	Iteration 59Q: 3 clusters Score -3.030998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 258138 members 
Entering Unmasked Estep 
Score: -30309980.000000 Penalty: 6181.962402
	Iteration 60F: 3 clusters Score -3.030998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 258137 members 
Entering Unmasked Estep 
Score: -30309992.000000 Penalty: 6181.962402
	Iteration 61Q: 3 clusters Score -3.030999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 258138 members 
Entering Unmasked Estep 
Score: -30309998.000000 Penalty: 6181.962402
	Iteration 62Q: 3 clusters Score -3.031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 258139 members 
Entering Unmasked Estep 
Score: -30310004.000000 Penalty: 6181.962402
	Iteration 63Q: 3 clusters Score -3.031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 258142 members 
Entering Unmasked Estep 
Score: -30309996.000000 Penalty: 6181.962402
	Iteration 64Q: 3 clusters Score -3.031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 258143 members 
Entering Unmasked Estep 
Score: -30310004.000000 Penalty: 6181.962402
	Iteration 65Q: 3 clusters Score -3.031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 258144 members 
Entering Unmasked Estep 
Score: -30310006.000000 Penalty: 6181.962402
	Iteration 66Q: 3 clusters Score -3.031001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 258144 members 
Entering Unmasked Estep 
Score: -30310006.000000 Penalty: 6181.962402
	Iteration 67F: 3 clusters Score -3.031001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Entering Unmasked Estep 
Score: -3614706.750000 Penalty: 2577.369629
	Iteration 0F: 2 clusters Score -3614707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3592313.750000 Penalty: 5154.739258
	Iteration 0F: 3 clusters Score -3592314 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3600647.500000 Penalty: 5154.739258
	Iteration 1F: 3 clusters Score -3600648 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3601505.250000 Penalty: 5154.739258
	Iteration 2F: 3 clusters Score -3601505 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3602509.500000 Penalty: 5154.739258
	Iteration 3F: 3 clusters Score -3602510 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3603878.250000 Penalty: 5154.739258
	Iteration 4F: 3 clusters Score -3603878 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3605522.750000 Penalty: 5154.739258
	Iteration 5F: 3 clusters Score -3605523 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3607272.500000 Penalty: 5154.739258
	Iteration 6F: 3 clusters Score -3607272 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3608872.750000 Penalty: 5154.739258
	Iteration 7F: 3 clusters Score -3608873 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3610269.000000 Penalty: 5154.739258
	Iteration 8F: 3 clusters Score -3610269 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3611437.500000 Penalty: 5154.739258
	Iteration 9Q: 3 clusters Score -3611438 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3612243.750000 Penalty: 5154.739258
	Iteration 10Q: 3 clusters Score -3612244 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3612822.750000 Penalty: 5154.739258
	Iteration 11Q: 3 clusters Score -3612823 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3613233.000000 Penalty: 5154.739258
	Iteration 12Q: 3 clusters Score -3613233 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3613512.250000 Penalty: 5154.739258
	Iteration 13Q: 3 clusters Score -3613512 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3613721.750000 Penalty: 5154.739258
	Iteration 14Q: 3 clusters Score -3613722 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3613907.250000 Penalty: 5154.739258
	Iteration 15Q: 3 clusters Score -3613907 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3614038.750000 Penalty: 5154.739258
	Iteration 16Q: 3 clusters Score -3614039 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3614135.750000 Penalty: 5154.739258
	Iteration 17Q: 3 clusters Score -3614136 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3614200.000000 Penalty: 5154.739258
	Iteration 18Q: 3 clusters Score -3614200 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3614231.750000 Penalty: 5154.739258
	Iteration 19Q: 3 clusters Score -3614232 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3614300.750000 Penalty: 5154.739258
	Iteration 20F: 3 clusters Score -3614301 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3614317.250000 Penalty: 5154.739258
	Iteration 21Q: 3 clusters Score -3614317 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3614364.500000 Penalty: 5154.739258
	Iteration 22Q: 3 clusters Score -3614364 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3614402.000000 Penalty: 5154.739258
	Iteration 23Q: 3 clusters Score -3614402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3614430.750000 Penalty: 5154.739258
	Iteration 24Q: 3 clusters Score -3614431 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3614449.000000 Penalty: 5154.739258
	Iteration 25Q: 3 clusters Score -3614449 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3614493.750000 Penalty: 5154.739258
	Iteration 26Q: 3 clusters Score -3614494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3614511.500000 Penalty: 5154.739258
	Iteration 27Q: 3 clusters Score -3614512 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3614539.250000 Penalty: 5154.739258
	Iteration 28Q: 3 clusters Score -3614539 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3614551.500000 Penalty: 5154.739258
	Iteration 29Q: 3 clusters Score -3614552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3614566.000000 Penalty: 5154.739258
	Iteration 30Q: 3 clusters Score -3614566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3614561.250000 Penalty: 5154.739258
	Iteration 31Q: 3 clusters Score -3614561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3614572.750000 Penalty: 5154.739258
	Iteration 32Q: 3 clusters Score -3614573 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3614592.250000 Penalty: 5154.739258
	Iteration 33Q: 3 clusters Score -3614592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3614612.000000 Penalty: 5154.739258
	Iteration 34Q: 3 clusters Score -3614612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3614640.250000 Penalty: 5154.739258
	Iteration 35Q: 3 clusters Score -3614640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3614653.500000 Penalty: 5154.739258
	Iteration 36Q: 3 clusters Score -3614654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3614653.250000 Penalty: 5154.739258
	Iteration 37Q: 3 clusters Score -3614653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3614664.250000 Penalty: 5154.739258
	Iteration 38Q: 3 clusters Score -3614664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3614678.500000 Penalty: 5154.739258
	Iteration 39Q: 3 clusters Score -3614678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3614687.500000 Penalty: 5154.739258
	Iteration 40F: 3 clusters Score -3614688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3614692.500000 Penalty: 5154.739258
	Iteration 41Q: 3 clusters Score -3614692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3614683.000000 Penalty: 5154.739258
	Iteration 42Q: 3 clusters Score -3614683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3614699.750000 Penalty: 5154.739258
	Iteration 43Q: 3 clusters Score -3614700 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3614706.000000 Penalty: 5154.739258
	Iteration 44Q: 3 clusters Score -3614706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3614710.500000 Penalty: 5154.739258
	Iteration 45Q: 3 clusters Score -3614710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3614720.250000 Penalty: 5154.739258
	Iteration 46Q: 3 clusters Score -3614720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3614723.750000 Penalty: 5154.739258
	Iteration 47Q: 3 clusters Score -3614724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3614717.000000 Penalty: 5154.739258
	Iteration 48Q: 3 clusters Score -3614717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3614721.500000 Penalty: 5154.739258
	Iteration 49Q: 3 clusters Score -3614722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3614725.500000 Penalty: 5154.739258
	Iteration 50Q: 3 clusters Score -3614726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3614733.750000 Penalty: 5154.739258
	Iteration 51Q: 3 clusters Score -3614734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3614742.750000 Penalty: 5154.739258
	Iteration 52Q: 3 clusters Score -3614743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3614751.250000 Penalty: 5154.739258
	Iteration 53Q: 3 clusters Score -3614751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3614752.500000 Penalty: 5154.739258
	Iteration 54Q: 3 clusters Score -3614752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3614756.750000 Penalty: 5154.739258
	Iteration 55Q: 3 clusters Score -3614757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3614763.500000 Penalty: 5154.739258
	Iteration 56Q: 3 clusters Score -3614764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3614763.750000 Penalty: 5154.739258
	Iteration 57Q: 3 clusters Score -3614764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3614770.250000 Penalty: 5154.739258
	Iteration 58Q: 3 clusters Score -3614770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3614770.250000 Penalty: 5154.739258
	Iteration 59Q: 3 clusters Score -3614770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3614780.000000 Penalty: 5154.739258
	Iteration 60F: 3 clusters Score -3614780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3614777.000000 Penalty: 5154.739258
	Iteration 61Q: 3 clusters Score -3614777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3614773.000000 Penalty: 5154.739258
	Iteration 62Q: 3 clusters Score -3614773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3614782.750000 Penalty: 5154.739258
	Iteration 63Q: 3 clusters Score -3614783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3614778.500000 Penalty: 5154.739258
	Iteration 64Q: 3 clusters Score -3614778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3614785.750000 Penalty: 5154.739258
	Iteration 65Q: 3 clusters Score -3614786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3614788.750000 Penalty: 5154.739258
	Iteration 66Q: 3 clusters Score -3614789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3614787.250000 Penalty: 5154.739258
	Iteration 67Q: 3 clusters Score -3614787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3614792.250000 Penalty: 5154.739258
	Iteration 68Q: 3 clusters Score -3614792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3614791.750000 Penalty: 5154.739258
	Iteration 69Q: 3 clusters Score -3614792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3614780.000000 Penalty: 5154.739258
	Iteration 70Q: 3 clusters Score -3614780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3614785.750000 Penalty: 5154.739258
	Iteration 71Q: 3 clusters Score -3614786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3614794.000000 Penalty: 5154.739258
	Iteration 72Q: 3 clusters Score -3614794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3614797.500000 Penalty: 5154.739258
	Iteration 73Q: 3 clusters Score -3614798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3614808.000000 Penalty: 5154.739258
	Iteration 74Q: 3 clusters Score -3614808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3614806.750000 Penalty: 5154.739258
	Iteration 75Q: 3 clusters Score -3614807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3614804.500000 Penalty: 5154.739258
	Iteration 76Q: 3 clusters Score -3614804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3614803.500000 Penalty: 5154.739258
	Iteration 77Q: 3 clusters Score -3614804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3614808.000000 Penalty: 5154.739258
	Iteration 78Q: 3 clusters Score -3614808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3614800.250000 Penalty: 5154.739258
	Iteration 79Q: 3 clusters Score -3614800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3614803.250000 Penalty: 5154.739258
	Iteration 80F: 3 clusters Score -3614803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3614803.250000 Penalty: 5154.739258
	Iteration 81Q: 3 clusters Score -3614803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3614804.750000 Penalty: 5154.739258
	Iteration 82Q: 3 clusters Score -3614805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3614807.500000 Penalty: 5154.739258
	Iteration 83Q: 3 clusters Score -3614808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3614813.250000 Penalty: 5154.739258
	Iteration 84Q: 3 clusters Score -3614813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3614815.250000 Penalty: 5154.739258
	Iteration 85Q: 3 clusters Score -3614815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3614809.750000 Penalty: 5154.739258
	Iteration 86Q: 3 clusters Score -3614810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3614814.000000 Penalty: 5154.739258
	Iteration 87Q: 3 clusters Score -3614814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3614815.750000 Penalty: 5154.739258
	Iteration 88Q: 3 clusters Score -3614816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3614814.250000 Penalty: 5154.739258
	Iteration 89Q: 3 clusters Score -3614814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3614813.250000 Penalty: 5154.739258
	Iteration 90Q: 3 clusters Score -3614813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3614807.750000 Penalty: 5154.739258
	Iteration 91Q: 3 clusters Score -3614808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3614809.500000 Penalty: 5154.739258
	Iteration 92Q: 3 clusters Score -3614810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3614805.500000 Penalty: 5154.739258
	Iteration 93Q: 3 clusters Score -3614806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3614818.500000 Penalty: 5154.739258
	Iteration 94Q: 3 clusters Score -3614818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3614823.750000 Penalty: 5154.739258
	Iteration 95Q: 3 clusters Score -3614824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3614821.750000 Penalty: 5154.739258
	Iteration 96Q: 3 clusters Score -3614822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3614818.750000 Penalty: 5154.739258
	Iteration 97Q: 3 clusters Score -3614819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3614821.500000 Penalty: 5154.739258
	Iteration 98Q: 3 clusters Score -3614822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3614823.250000 Penalty: 5154.739258
	Iteration 99Q: 3 clusters Score -3614823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3614822.000000 Penalty: 5154.739258
	Iteration 100F: 3 clusters Score -3614822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3614821.250000 Penalty: 5154.739258
	Iteration 101Q: 3 clusters Score -3614821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3614821.750000 Penalty: 5154.739258
	Iteration 102Q: 3 clusters Score -3614822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3614817.250000 Penalty: 5154.739258
	Iteration 103Q: 3 clusters Score -3614817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3614820.250000 Penalty: 5154.739258
	Iteration 104Q: 3 clusters Score -3614820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3614826.750000 Penalty: 5154.739258
	Iteration 105Q: 3 clusters Score -3614827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3614821.500000 Penalty: 5154.739258
	Iteration 106Q: 3 clusters Score -3614822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3614826.500000 Penalty: 5154.739258
	Iteration 107Q: 3 clusters Score -3614826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3614823.000000 Penalty: 5154.739258
	Iteration 108Q: 3 clusters Score -3614823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3614828.000000 Penalty: 5154.739258
	Iteration 109Q: 3 clusters Score -3614828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3614826.500000 Penalty: 5154.739258
	Iteration 110Q: 3 clusters Score -3614826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3614826.000000 Penalty: 5154.739258
	Iteration 111Q: 3 clusters Score -3614826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3614820.750000 Penalty: 5154.739258
	Iteration 112Q: 3 clusters Score -3614821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3614824.500000 Penalty: 5154.739258
	Iteration 113Q: 3 clusters Score -3614824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3614826.750000 Penalty: 5154.739258
	Iteration 114Q: 3 clusters Score -3614827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3614826.750000 Penalty: 5154.739258
	Iteration 115F: 3 clusters Score -3614827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167568 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165586 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113443 members 
Mstep: Class 12 contains 258754 members 
Mstep: Class 13 contains 12180 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25995 members 
Mstep: Class 17 contains 81531 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22236 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26407 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47896 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73262 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16668 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 20438 members 
Entering Unmasked Estep 
Score: -205569888.000000 Penalty: 132088.375000
Splitting cluster 13 changes total score from -205571136.000000 to -205569888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (171820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Entering Unmasked Estep 
Score: -20791426.000000 Penalty: 2989.442383
	Iteration 0F: 2 clusters Score -2.079143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -20683628.000000 Penalty: 5978.884766
	Iteration 0F: 3 clusters Score -2.068363e+07 nChanged 82162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -20730992.000000 Penalty: 5978.884766
	Iteration 1F: 3 clusters Score -2.073099e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -20731942.000000 Penalty: 5978.884766
	Iteration 2Q: 3 clusters Score -2.073194e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -20732844.000000 Penalty: 5978.884766
	Iteration 3Q: 3 clusters Score -2.073284e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -20733908.000000 Penalty: 5978.884766
	Iteration 4Q: 3 clusters Score -2.073391e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -20735390.000000 Penalty: 5978.884766
	Iteration 5Q: 3 clusters Score -2.073539e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -20737940.000000 Penalty: 5978.884766
	Iteration 6Q: 3 clusters Score -2.073794e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -20742322.000000 Penalty: 5978.884766
	Iteration 7F: 3 clusters Score -2.074232e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -20749222.000000 Penalty: 5978.884766
	Iteration 8F: 3 clusters Score -2.074922e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -20759250.000000 Penalty: 5978.884766
	Iteration 9F: 3 clusters Score -2.075925e+07 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145321 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -20770580.000000 Penalty: 5978.884766
	Iteration 10F: 3 clusters Score -2.077058e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -20779026.000000 Penalty: 5978.884766
	Iteration 11F: 3 clusters Score -2.077903e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -20783852.000000 Penalty: 5978.884766
	Iteration 12Q: 3 clusters Score -2.078385e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -20786762.000000 Penalty: 5978.884766
	Iteration 13Q: 3 clusters Score -2.078676e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20787986.000000 Penalty: 5978.884766
	Iteration 14Q: 3 clusters Score -2.078799e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20788532.000000 Penalty: 5978.884766
	Iteration 15Q: 3 clusters Score -2.078853e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20788740.000000 Penalty: 5978.884766
	Iteration 16Q: 3 clusters Score -2.078874e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20788808.000000 Penalty: 5978.884766
	Iteration 17Q: 3 clusters Score -2.078881e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20788822.000000 Penalty: 5978.884766
	Iteration 18Q: 3 clusters Score -2.078882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171539 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20788864.000000 Penalty: 5978.884766
	Iteration 19Q: 3 clusters Score -2.078886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20788882.000000 Penalty: 5978.884766
	Iteration 20F: 3 clusters Score -2.078888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20788902.000000 Penalty: 5978.884766
	Iteration 21Q: 3 clusters Score -2.07889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171558 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20788920.000000 Penalty: 5978.884766
	Iteration 22Q: 3 clusters Score -2.078892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20788926.000000 Penalty: 5978.884766
	Iteration 23Q: 3 clusters Score -2.078893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20788940.000000 Penalty: 5978.884766
	Iteration 24Q: 3 clusters Score -2.078894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171562 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20788922.000000 Penalty: 5978.884766
	Iteration 25Q: 3 clusters Score -2.078892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171562 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20788922.000000 Penalty: 5978.884766
	Iteration 26F: 3 clusters Score -2.078892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Entering Unmasked Estep 
Score: -1939051.625000 Penalty: 2416.924561
	Iteration 0F: 2 clusters Score -1939052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1926919.000000 Penalty: 4833.849121
	Iteration 0F: 3 clusters Score -1926919 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1930886.375000 Penalty: 4833.849121
	Iteration 1F: 3 clusters Score -1930886 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1931409.750000 Penalty: 4833.849121
	Iteration 2F: 3 clusters Score -1931410 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1931946.125000 Penalty: 4833.849121
	Iteration 3F: 3 clusters Score -1931946 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1932437.750000 Penalty: 4833.849121
	Iteration 4F: 3 clusters Score -1932438 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1932863.000000 Penalty: 4833.849121
	Iteration 5F: 3 clusters Score -1932863 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1933265.750000 Penalty: 4833.849121
	Iteration 6Q: 3 clusters Score -1933266 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1933646.000000 Penalty: 4833.849121
	Iteration 7Q: 3 clusters Score -1933646 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1934015.500000 Penalty: 4833.849121
	Iteration 8Q: 3 clusters Score -1934016 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1934358.500000 Penalty: 4833.849121
	Iteration 9Q: 3 clusters Score -1934358 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1934683.750000 Penalty: 4833.849121
	Iteration 10Q: 3 clusters Score -1934684 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1934935.125000 Penalty: 4833.849121
	Iteration 11Q: 3 clusters Score -1934935 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1935138.000000 Penalty: 4833.849121
	Iteration 12Q: 3 clusters Score -1935138 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1935273.750000 Penalty: 4833.849121
	Iteration 13Q: 3 clusters Score -1935274 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1935387.000000 Penalty: 4833.849121
	Iteration 14Q: 3 clusters Score -1935387 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1935479.750000 Penalty: 4833.849121
	Iteration 15Q: 3 clusters Score -1935480 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1935551.125000 Penalty: 4833.849121
	Iteration 16Q: 3 clusters Score -1935551 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1935614.750000 Penalty: 4833.849121
	Iteration 17Q: 3 clusters Score -1935615 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1935661.250000 Penalty: 4833.849121
	Iteration 18Q: 3 clusters Score -1935661 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1935697.625000 Penalty: 4833.849121
	Iteration 19Q: 3 clusters Score -1935698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1935732.875000 Penalty: 4833.849121
	Iteration 20F: 3 clusters Score -1935733 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1935773.250000 Penalty: 4833.849121
	Iteration 21Q: 3 clusters Score -1935773 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1935814.500000 Penalty: 4833.849121
	Iteration 22Q: 3 clusters Score -1935814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1935849.875000 Penalty: 4833.849121
	Iteration 23Q: 3 clusters Score -1935850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1935889.750000 Penalty: 4833.849121
	Iteration 24Q: 3 clusters Score -1935890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1935941.375000 Penalty: 4833.849121
	Iteration 25Q: 3 clusters Score -1935941 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1935988.000000 Penalty: 4833.849121
	Iteration 26Q: 3 clusters Score -1935988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1936034.500000 Penalty: 4833.849121
	Iteration 27Q: 3 clusters Score -1936034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1936077.375000 Penalty: 4833.849121
	Iteration 28Q: 3 clusters Score -1936077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1936122.250000 Penalty: 4833.849121
	Iteration 29Q: 3 clusters Score -1936122 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1936163.250000 Penalty: 4833.849121
	Iteration 30Q: 3 clusters Score -1936163 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1936201.750000 Penalty: 4833.849121
	Iteration 31Q: 3 clusters Score -1936202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1936226.125000 Penalty: 4833.849121
	Iteration 32Q: 3 clusters Score -1936226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1936261.875000 Penalty: 4833.849121
	Iteration 33Q: 3 clusters Score -1936262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1936295.125000 Penalty: 4833.849121
	Iteration 34Q: 3 clusters Score -1936295 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1936316.500000 Penalty: 4833.849121
	Iteration 35Q: 3 clusters Score -1936316 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1936345.125000 Penalty: 4833.849121
	Iteration 36Q: 3 clusters Score -1936345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1936367.375000 Penalty: 4833.849121
	Iteration 37Q: 3 clusters Score -1936367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1936377.750000 Penalty: 4833.849121
	Iteration 38Q: 3 clusters Score -1936378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1936389.875000 Penalty: 4833.849121
	Iteration 39Q: 3 clusters Score -1936390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1936408.250000 Penalty: 4833.849121
	Iteration 40F: 3 clusters Score -1936408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1936425.750000 Penalty: 4833.849121
	Iteration 41Q: 3 clusters Score -1936426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1936439.750000 Penalty: 4833.849121
	Iteration 42Q: 3 clusters Score -1936440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1936441.000000 Penalty: 4833.849121
	Iteration 43Q: 3 clusters Score -1936441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1936454.750000 Penalty: 4833.849121
	Iteration 44Q: 3 clusters Score -1936455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1936471.125000 Penalty: 4833.849121
	Iteration 45Q: 3 clusters Score -1936471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1936485.750000 Penalty: 4833.849121
	Iteration 46Q: 3 clusters Score -1936486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1936497.250000 Penalty: 4833.849121
	Iteration 47Q: 3 clusters Score -1936497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1936521.000000 Penalty: 4833.849121
	Iteration 48Q: 3 clusters Score -1936521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1936530.750000 Penalty: 4833.849121
	Iteration 49Q: 3 clusters Score -1936531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1936553.375000 Penalty: 4833.849121
	Iteration 50Q: 3 clusters Score -1936553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1936569.000000 Penalty: 4833.849121
	Iteration 51Q: 3 clusters Score -1936569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1936584.000000 Penalty: 4833.849121
	Iteration 52Q: 3 clusters Score -1936584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1936599.000000 Penalty: 4833.849121
	Iteration 53Q: 3 clusters Score -1936599 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1936608.000000 Penalty: 4833.849121
	Iteration 54Q: 3 clusters Score -1936608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1936627.875000 Penalty: 4833.849121
	Iteration 55Q: 3 clusters Score -1936628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1936639.375000 Penalty: 4833.849121
	Iteration 56Q: 3 clusters Score -1936639 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1936657.375000 Penalty: 4833.849121
	Iteration 57Q: 3 clusters Score -1936657 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1936667.750000 Penalty: 4833.849121
	Iteration 58Q: 3 clusters Score -1936668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1936676.500000 Penalty: 4833.849121
	Iteration 59Q: 3 clusters Score -1936676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1936685.250000 Penalty: 4833.849121
	Iteration 60F: 3 clusters Score -1936685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1936698.250000 Penalty: 4833.849121
	Iteration 61Q: 3 clusters Score -1936698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1936707.750000 Penalty: 4833.849121
	Iteration 62Q: 3 clusters Score -1936708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1936716.875000 Penalty: 4833.849121
	Iteration 63Q: 3 clusters Score -1936717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1936717.375000 Penalty: 4833.849121
	Iteration 64Q: 3 clusters Score -1936717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1936731.750000 Penalty: 4833.849121
	Iteration 65Q: 3 clusters Score -1936732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1936740.125000 Penalty: 4833.849121
	Iteration 66Q: 3 clusters Score -1936740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1936744.500000 Penalty: 4833.849121
	Iteration 67Q: 3 clusters Score -1936744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1936750.875000 Penalty: 4833.849121
	Iteration 68Q: 3 clusters Score -1936751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1936755.625000 Penalty: 4833.849121
	Iteration 69Q: 3 clusters Score -1936756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1936759.875000 Penalty: 4833.849121
	Iteration 70Q: 3 clusters Score -1936760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1936763.875000 Penalty: 4833.849121
	Iteration 71Q: 3 clusters Score -1936764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1936768.375000 Penalty: 4833.849121
	Iteration 72Q: 3 clusters Score -1936768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1936770.000000 Penalty: 4833.849121
	Iteration 73Q: 3 clusters Score -1936770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1936782.250000 Penalty: 4833.849121
	Iteration 74Q: 3 clusters Score -1936782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1936786.625000 Penalty: 4833.849121
	Iteration 75Q: 3 clusters Score -1936787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1936790.875000 Penalty: 4833.849121
	Iteration 76Q: 3 clusters Score -1936791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1936794.375000 Penalty: 4833.849121
	Iteration 77Q: 3 clusters Score -1936794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1936797.375000 Penalty: 4833.849121
	Iteration 78Q: 3 clusters Score -1936797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1936805.625000 Penalty: 4833.849121
	Iteration 79Q: 3 clusters Score -1936806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1936810.750000 Penalty: 4833.849121
	Iteration 80F: 3 clusters Score -1936811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1936812.750000 Penalty: 4833.849121
	Iteration 81Q: 3 clusters Score -1936813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1936813.875000 Penalty: 4833.849121
	Iteration 82Q: 3 clusters Score -1936814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1936822.250000 Penalty: 4833.849121
	Iteration 83Q: 3 clusters Score -1936822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1936821.000000 Penalty: 4833.849121
	Iteration 84Q: 3 clusters Score -1936821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1936826.750000 Penalty: 4833.849121
	Iteration 85Q: 3 clusters Score -1936827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1936834.125000 Penalty: 4833.849121
	Iteration 86Q: 3 clusters Score -1936834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1936840.625000 Penalty: 4833.849121
	Iteration 87Q: 3 clusters Score -1936841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1936839.000000 Penalty: 4833.849121
	Iteration 88Q: 3 clusters Score -1936839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1936842.500000 Penalty: 4833.849121
	Iteration 89Q: 3 clusters Score -1936842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1936846.000000 Penalty: 4833.849121
	Iteration 90Q: 3 clusters Score -1936846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1936852.375000 Penalty: 4833.849121
	Iteration 91Q: 3 clusters Score -1936852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1936852.375000 Penalty: 4833.849121
	Iteration 92Q: 3 clusters Score -1936852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1936852.250000 Penalty: 4833.849121
	Iteration 93Q: 3 clusters Score -1936852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1936856.000000 Penalty: 4833.849121
	Iteration 94Q: 3 clusters Score -1936856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1936855.125000 Penalty: 4833.849121
	Iteration 95Q: 3 clusters Score -1936855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1936862.625000 Penalty: 4833.849121
	Iteration 96Q: 3 clusters Score -1936863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1936860.250000 Penalty: 4833.849121
	Iteration 97Q: 3 clusters Score -1936860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1936864.500000 Penalty: 4833.849121
	Iteration 98Q: 3 clusters Score -1936864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1936863.375000 Penalty: 4833.849121
	Iteration 99Q: 3 clusters Score -1936863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1936870.625000 Penalty: 4833.849121
	Iteration 100F: 3 clusters Score -1936871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1936866.750000 Penalty: 4833.849121
	Iteration 101Q: 3 clusters Score -1936867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1936871.875000 Penalty: 4833.849121
	Iteration 102Q: 3 clusters Score -1936872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1936870.750000 Penalty: 4833.849121
	Iteration 103Q: 3 clusters Score -1936871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1936868.125000 Penalty: 4833.849121
	Iteration 104Q: 3 clusters Score -1936868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1936868.500000 Penalty: 4833.849121
	Iteration 105Q: 3 clusters Score -1936868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1936872.000000 Penalty: 4833.849121
	Iteration 106Q: 3 clusters Score -1936872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1936871.125000 Penalty: 4833.849121
	Iteration 107Q: 3 clusters Score -1936871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1936875.625000 Penalty: 4833.849121
	Iteration 108Q: 3 clusters Score -1936876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1936876.000000 Penalty: 4833.849121
	Iteration 109Q: 3 clusters Score -1936876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1936873.625000 Penalty: 4833.849121
	Iteration 110Q: 3 clusters Score -1936874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1936876.000000 Penalty: 4833.849121
	Iteration 111Q: 3 clusters Score -1936876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1936876.375000 Penalty: 4833.849121
	Iteration 112Q: 3 clusters Score -1936876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1936875.000000 Penalty: 4833.849121
	Iteration 113Q: 3 clusters Score -1936875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1936873.750000 Penalty: 4833.849121
	Iteration 114Q: 3 clusters Score -1936874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1936873.750000 Penalty: 4833.849121
	Iteration 115F: 3 clusters Score -1936874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Entering Unmasked Estep 
Score: -3223171.250000 Penalty: 2521.083740
	Iteration 0F: 2 clusters Score -3223171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3205140.500000 Penalty: 5042.167480
	Iteration 0F: 3 clusters Score -3205140 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3211477.750000 Penalty: 5042.167480
	Iteration 1F: 3 clusters Score -3211478 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3211875.250000 Penalty: 5042.167480
	Iteration 2Q: 3 clusters Score -3211875 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3212211.750000 Penalty: 5042.167480
	Iteration 3Q: 3 clusters Score -3212212 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3212540.000000 Penalty: 5042.167480
	Iteration 4Q: 3 clusters Score -3212540 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3212928.250000 Penalty: 5042.167480
	Iteration 5Q: 3 clusters Score -3212928 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3213396.500000 Penalty: 5042.167480
	Iteration 6Q: 3 clusters Score -3213396 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3213943.250000 Penalty: 5042.167480
	Iteration 7Q: 3 clusters Score -3213943 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3214653.750000 Penalty: 5042.167480
	Iteration 8Q: 3 clusters Score -3214654 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3215525.750000 Penalty: 5042.167480
	Iteration 9F: 3 clusters Score -3215526 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3216570.500000 Penalty: 5042.167480
	Iteration 10F: 3 clusters Score -3216570 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3217756.250000 Penalty: 5042.167480
	Iteration 11F: 3 clusters Score -3217756 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3218878.250000 Penalty: 5042.167480
	Iteration 12F: 3 clusters Score -3218878 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3219782.000000 Penalty: 5042.167480
	Iteration 13Q: 3 clusters Score -3219782 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3220266.250000 Penalty: 5042.167480
	Iteration 14Q: 3 clusters Score -3220266 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3220555.750000 Penalty: 5042.167480
	Iteration 15Q: 3 clusters Score -3220556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3220714.750000 Penalty: 5042.167480
	Iteration 16Q: 3 clusters Score -3220715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3220817.500000 Penalty: 5042.167480
	Iteration 17Q: 3 clusters Score -3220818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3220883.250000 Penalty: 5042.167480
	Iteration 18Q: 3 clusters Score -3220883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3220916.250000 Penalty: 5042.167480
	Iteration 19Q: 3 clusters Score -3220916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3220931.250000 Penalty: 5042.167480
	Iteration 20F: 3 clusters Score -3220931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3220940.000000 Penalty: 5042.167480
	Iteration 21Q: 3 clusters Score -3220940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3220942.750000 Penalty: 5042.167480
	Iteration 22Q: 3 clusters Score -3220943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3220949.500000 Penalty: 5042.167480
	Iteration 23Q: 3 clusters Score -3220950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3220961.750000 Penalty: 5042.167480
	Iteration 24Q: 3 clusters Score -3220962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3220972.500000 Penalty: 5042.167480
	Iteration 25Q: 3 clusters Score -3220972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3220975.750000 Penalty: 5042.167480
	Iteration 26Q: 3 clusters Score -3220976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3220976.250000 Penalty: 5042.167480
	Iteration 27Q: 3 clusters Score -3220976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3220981.750000 Penalty: 5042.167480
	Iteration 28Q: 3 clusters Score -3220982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3220985.500000 Penalty: 5042.167480
	Iteration 29Q: 3 clusters Score -3220986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3220988.000000 Penalty: 5042.167480
	Iteration 30Q: 3 clusters Score -3220988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3220992.250000 Penalty: 5042.167480
	Iteration 31Q: 3 clusters Score -3220992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3220987.500000 Penalty: 5042.167480
	Iteration 32Q: 3 clusters Score -3220988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3220988.500000 Penalty: 5042.167480
	Iteration 33Q: 3 clusters Score -3220988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3220990.250000 Penalty: 5042.167480
	Iteration 34Q: 3 clusters Score -3220990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3220990.250000 Penalty: 5042.167480
	Iteration 35F: 3 clusters Score -3220990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (81531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Entering Unmasked Estep 
Score: -9661293.000000 Penalty: 2804.567139
	Iteration 0F: 2 clusters Score -9661293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -9606440.000000 Penalty: 5609.134277
	Iteration 0F: 3 clusters Score -9606440 nChanged 38524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -9628628.000000 Penalty: 5609.134277
	Iteration 1F: 3 clusters Score -9628628 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -9629621.000000 Penalty: 5609.134277
	Iteration 2Q: 3 clusters Score -9629621 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -9630790.000000 Penalty: 5609.134277
	Iteration 3Q: 3 clusters Score -9630790 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -9632434.000000 Penalty: 5609.134277
	Iteration 4Q: 3 clusters Score -9632434 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -9634730.000000 Penalty: 5609.134277
	Iteration 5F: 3 clusters Score -9634730 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -9637286.000000 Penalty: 5609.134277
	Iteration 6F: 3 clusters Score -9637286 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -9639999.000000 Penalty: 5609.134277
	Iteration 7F: 3 clusters Score -9639999 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -9642748.000000 Penalty: 5609.134277
	Iteration 8F: 3 clusters Score -9642748 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -9645232.000000 Penalty: 5609.134277
	Iteration 9F: 3 clusters Score -9645232 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -9647590.000000 Penalty: 5609.134277
	Iteration 10Q: 3 clusters Score -9647590 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -9649837.000000 Penalty: 5609.134277
	Iteration 11Q: 3 clusters Score -9649837 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -9651786.000000 Penalty: 5609.134277
	Iteration 12Q: 3 clusters Score -9651786 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -9653713.000000 Penalty: 5609.134277
	Iteration 13Q: 3 clusters Score -9653713 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -9655388.000000 Penalty: 5609.134277
	Iteration 14Q: 3 clusters Score -9655388 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -9656643.000000 Penalty: 5609.134277
	Iteration 15Q: 3 clusters Score -9656643 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -9657538.000000 Penalty: 5609.134277
	Iteration 16Q: 3 clusters Score -9657538 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -9658045.000000 Penalty: 5609.134277
	Iteration 17Q: 3 clusters Score -9658045 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -9658424.000000 Penalty: 5609.134277
	Iteration 18Q: 3 clusters Score -9658424 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -9658694.000000 Penalty: 5609.134277
	Iteration 19Q: 3 clusters Score -9658694 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -9658798.000000 Penalty: 5609.134277
	Iteration 20F: 3 clusters Score -9658798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -9658903.000000 Penalty: 5609.134277
	Iteration 21Q: 3 clusters Score -9658903 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -9658964.000000 Penalty: 5609.134277
	Iteration 22Q: 3 clusters Score -9658964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 80726 members 
Entering Unmasked Estep 
Score: -9658991.000000 Penalty: 5609.134277
	Iteration 23Q: 3 clusters Score -9658991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -9658996.000000 Penalty: 5609.134277
	Iteration 24Q: 3 clusters Score -9658996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -9659042.000000 Penalty: 5609.134277
	Iteration 25Q: 3 clusters Score -9659042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -9659036.000000 Penalty: 5609.134277
	Iteration 26Q: 3 clusters Score -9659036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -9659040.000000 Penalty: 5609.134277
	Iteration 27Q: 3 clusters Score -9659040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -9659053.000000 Penalty: 5609.134277
	Iteration 28Q: 3 clusters Score -9659053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -9659042.000000 Penalty: 5609.134277
	Iteration 29Q: 3 clusters Score -9659042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -9659058.000000 Penalty: 5609.134277
	Iteration 30Q: 3 clusters Score -9659058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -9659060.000000 Penalty: 5609.134277
	Iteration 31Q: 3 clusters Score -9659060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -9659064.000000 Penalty: 5609.134277
	Iteration 32Q: 3 clusters Score -9659064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -9659066.000000 Penalty: 5609.134277
	Iteration 33Q: 3 clusters Score -9659066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -9659076.000000 Penalty: 5609.134277
	Iteration 34Q: 3 clusters Score -9659076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -9659075.000000 Penalty: 5609.134277
	Iteration 35Q: 3 clusters Score -9659075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -9659075.000000 Penalty: 5609.134277
	Iteration 36F: 3 clusters Score -9659075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Entering Unmasked Estep 
Score: -2449563.750000 Penalty: 2468.412842
	Iteration 0F: 2 clusters Score -2449564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2434889.500000 Penalty: 4936.825684
	Iteration 0F: 3 clusters Score -2434890 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2440186.000000 Penalty: 4936.825684
	Iteration 1F: 3 clusters Score -2440186 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2441068.750000 Penalty: 4936.825684
	Iteration 2F: 3 clusters Score -2441069 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2442008.750000 Penalty: 4936.825684
	Iteration 3F: 3 clusters Score -2442009 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2443003.750000 Penalty: 4936.825684
	Iteration 4F: 3 clusters Score -2443004 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2444005.500000 Penalty: 4936.825684
	Iteration 5F: 3 clusters Score -2444006 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2444881.250000 Penalty: 4936.825684
	Iteration 6F: 3 clusters Score -2444881 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2445529.250000 Penalty: 4936.825684
	Iteration 7F: 3 clusters Score -2445529 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2446091.750000 Penalty: 4936.825684
	Iteration 8Q: 3 clusters Score -2446092 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2446542.000000 Penalty: 4936.825684
	Iteration 9Q: 3 clusters Score -2446542 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2446876.250000 Penalty: 4936.825684
	Iteration 10Q: 3 clusters Score -2446876 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2447136.500000 Penalty: 4936.825684
	Iteration 11Q: 3 clusters Score -2447136 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2447302.000000 Penalty: 4936.825684
	Iteration 12Q: 3 clusters Score -2447302 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2447384.750000 Penalty: 4936.825684
	Iteration 13Q: 3 clusters Score -2447385 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2447437.250000 Penalty: 4936.825684
	Iteration 14Q: 3 clusters Score -2447437 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2447467.000000 Penalty: 4936.825684
	Iteration 15Q: 3 clusters Score -2447467 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2447485.500000 Penalty: 4936.825684
	Iteration 16Q: 3 clusters Score -2447486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2447506.250000 Penalty: 4936.825684
	Iteration 17Q: 3 clusters Score -2447506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2447516.500000 Penalty: 4936.825684
	Iteration 18Q: 3 clusters Score -2447516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2447528.500000 Penalty: 4936.825684
	Iteration 19Q: 3 clusters Score -2447528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2447534.250000 Penalty: 4936.825684
	Iteration 20F: 3 clusters Score -2447534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2447549.750000 Penalty: 4936.825684
	Iteration 21Q: 3 clusters Score -2447550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2447554.750000 Penalty: 4936.825684
	Iteration 22Q: 3 clusters Score -2447555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2447561.500000 Penalty: 4936.825684
	Iteration 23Q: 3 clusters Score -2447562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2447564.500000 Penalty: 4936.825684
	Iteration 24Q: 3 clusters Score -2447564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2447567.500000 Penalty: 4936.825684
	Iteration 25Q: 3 clusters Score -2447568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2447574.250000 Penalty: 4936.825684
	Iteration 26Q: 3 clusters Score -2447574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2447574.500000 Penalty: 4936.825684
	Iteration 27Q: 3 clusters Score -2447574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2447588.250000 Penalty: 4936.825684
	Iteration 28Q: 3 clusters Score -2447588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2447592.250000 Penalty: 4936.825684
	Iteration 29Q: 3 clusters Score -2447592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2447605.750000 Penalty: 4936.825684
	Iteration 30Q: 3 clusters Score -2447606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2447610.250000 Penalty: 4936.825684
	Iteration 31Q: 3 clusters Score -2447610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2447611.000000 Penalty: 4936.825684
	Iteration 32Q: 3 clusters Score -2447611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2447615.250000 Penalty: 4936.825684
	Iteration 33Q: 3 clusters Score -2447615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2447612.750000 Penalty: 4936.825684
	Iteration 34Q: 3 clusters Score -2447613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2447618.500000 Penalty: 4936.825684
	Iteration 35Q: 3 clusters Score -2447618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2447617.250000 Penalty: 4936.825684
	Iteration 36Q: 3 clusters Score -2447617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2447619.500000 Penalty: 4936.825684
	Iteration 37Q: 3 clusters Score -2447620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2447620.750000 Penalty: 4936.825684
	Iteration 38Q: 3 clusters Score -2447621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2447620.750000 Penalty: 4936.825684
	Iteration 39Q: 3 clusters Score -2447621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2447621.000000 Penalty: 4936.825684
	Iteration 40F: 3 clusters Score -2447621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2447625.750000 Penalty: 4936.825684
	Iteration 41Q: 3 clusters Score -2447626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2447630.750000 Penalty: 4936.825684
	Iteration 42Q: 3 clusters Score -2447631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2447633.250000 Penalty: 4936.825684
	Iteration 43Q: 3 clusters Score -2447633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2447632.000000 Penalty: 4936.825684
	Iteration 44Q: 3 clusters Score -2447632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2447641.000000 Penalty: 4936.825684
	Iteration 45Q: 3 clusters Score -2447641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2447630.500000 Penalty: 4936.825684
	Iteration 46Q: 3 clusters Score -2447630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2447636.500000 Penalty: 4936.825684
	Iteration 47Q: 3 clusters Score -2447636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2447646.500000 Penalty: 4936.825684
	Iteration 48Q: 3 clusters Score -2447646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2447649.500000 Penalty: 4936.825684
	Iteration 49Q: 3 clusters Score -2447650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2447657.000000 Penalty: 4936.825684
	Iteration 50Q: 3 clusters Score -2447657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2447661.750000 Penalty: 4936.825684
	Iteration 51Q: 3 clusters Score -2447662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2447654.000000 Penalty: 4936.825684
	Iteration 52Q: 3 clusters Score -2447654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2447653.750000 Penalty: 4936.825684
	Iteration 53Q: 3 clusters Score -2447654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2447659.750000 Penalty: 4936.825684
	Iteration 54Q: 3 clusters Score -2447660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2447663.500000 Penalty: 4936.825684
	Iteration 55Q: 3 clusters Score -2447664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2447660.250000 Penalty: 4936.825684
	Iteration 56Q: 3 clusters Score -2447660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2447659.750000 Penalty: 4936.825684
	Iteration 57Q: 3 clusters Score -2447660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2447658.250000 Penalty: 4936.825684
	Iteration 58Q: 3 clusters Score -2447658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2447653.500000 Penalty: 4936.825684
	Iteration 59Q: 3 clusters Score -2447654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2447656.000000 Penalty: 4936.825684
	Iteration 60F: 3 clusters Score -2447656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2447656.500000 Penalty: 4936.825684
	Iteration 61Q: 3 clusters Score -2447656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2447658.250000 Penalty: 4936.825684
	Iteration 62Q: 3 clusters Score -2447658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2447658.250000 Penalty: 4936.825684
	Iteration 63F: 3 clusters Score -2447658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Entering Unmasked Estep 
Score: -473477.312500 Penalty: 2075.148193
	Iteration 0F: 2 clusters Score -473477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -469484.625000 Penalty: 4150.296387
	Iteration 0F: 3 clusters Score -469484.6 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -470581.781250 Penalty: 4150.296387
	Iteration 1F: 3 clusters Score -470581.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -471075.312500 Penalty: 4150.296387
	Iteration 2F: 3 clusters Score -471075.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -471639.406250 Penalty: 4150.296387
	Iteration 3F: 3 clusters Score -471639.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -472117.750000 Penalty: 4150.296387
	Iteration 4F: 3 clusters Score -472117.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -472490.031250 Penalty: 4150.296387
	Iteration 5F: 3 clusters Score -472490 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -472735.062500 Penalty: 4150.296387
	Iteration 6F: 3 clusters Score -472735.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -472901.500000 Penalty: 4150.296387
	Iteration 7Q: 3 clusters Score -472901.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -473009.968750 Penalty: 4150.296387
	Iteration 8Q: 3 clusters Score -473010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -473082.312500 Penalty: 4150.296387
	Iteration 9Q: 3 clusters Score -473082.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -473122.812500 Penalty: 4150.296387
	Iteration 10Q: 3 clusters Score -473122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -473149.031250 Penalty: 4150.296387
	Iteration 11Q: 3 clusters Score -473149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -473162.531250 Penalty: 4150.296387
	Iteration 12Q: 3 clusters Score -473162.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -473173.531250 Penalty: 4150.296387
	Iteration 13Q: 3 clusters Score -473173.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -473181.062500 Penalty: 4150.296387
	Iteration 14Q: 3 clusters Score -473181.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -473190.625000 Penalty: 4150.296387
	Iteration 15Q: 3 clusters Score -473190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -473196.718750 Penalty: 4150.296387
	Iteration 16Q: 3 clusters Score -473196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -473201.375000 Penalty: 4150.296387
	Iteration 17Q: 3 clusters Score -473201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -473208.250000 Penalty: 4150.296387
	Iteration 18Q: 3 clusters Score -473208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -473211.843750 Penalty: 4150.296387
	Iteration 19Q: 3 clusters Score -473211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -473215.937500 Penalty: 4150.296387
	Iteration 20F: 3 clusters Score -473215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -473219.687500 Penalty: 4150.296387
	Iteration 21Q: 3 clusters Score -473219.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -473227.937500 Penalty: 4150.296387
	Iteration 22Q: 3 clusters Score -473227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -473245.687500 Penalty: 4150.296387
	Iteration 23Q: 3 clusters Score -473245.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -473282.625000 Penalty: 4150.296387
	Iteration 24Q: 3 clusters Score -473282.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -473302.875000 Penalty: 4150.296387
	Iteration 25Q: 3 clusters Score -473302.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -473312.343750 Penalty: 4150.296387
	Iteration 26Q: 3 clusters Score -473312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -473314.593750 Penalty: 4150.296387
	Iteration 27Q: 3 clusters Score -473314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -473315.656250 Penalty: 4150.296387
	Iteration 28Q: 3 clusters Score -473315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -473316.187500 Penalty: 4150.296387
	Iteration 29Q: 3 clusters Score -473316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -473317.437500 Penalty: 4150.296387
	Iteration 30Q: 3 clusters Score -473317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -473319.500000 Penalty: 4150.296387
	Iteration 31Q: 3 clusters Score -473319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -473319.718750 Penalty: 4150.296387
	Iteration 32Q: 3 clusters Score -473319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -473323.500000 Penalty: 4150.296387
	Iteration 33Q: 3 clusters Score -473323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -473324.593750 Penalty: 4150.296387
	Iteration 34Q: 3 clusters Score -473324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -473324.718750 Penalty: 4150.296387
	Iteration 35Q: 3 clusters Score -473324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -473324.781250 Penalty: 4150.296387
	Iteration 36Q: 3 clusters Score -473324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -473324.781250 Penalty: 4150.296387
	Iteration 37F: 3 clusters Score -473324.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -91834.820312 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -91834.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90112.835938 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -90112.84 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90454.726562 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -90454.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90598.437500 Penalty: 3336.806152
	Iteration 2F: 3 clusters Score -90598.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90708.765625 Penalty: 3336.806152
	Iteration 3F: 3 clusters Score -90708.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90797.789062 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -90797.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90864.984375 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -90864.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90918.367188 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -90918.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90962.296875 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -90962.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90984.625000 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -90984.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90997.640625 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -90997.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91019.406250 Penalty: 3336.806152
	Iteration 10Q: 3 clusters Score -91019.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91040.117188 Penalty: 3336.806152
	Iteration 11Q: 3 clusters Score -91040.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91061.351562 Penalty: 3336.806152
	Iteration 12Q: 3 clusters Score -91061.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91084.867188 Penalty: 3336.806152
	Iteration 13Q: 3 clusters Score -91084.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91092.117188 Penalty: 3336.806152
	Iteration 14Q: 3 clusters Score -91092.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91102.476562 Penalty: 3336.806152
	Iteration 15Q: 3 clusters Score -91102.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91109.468750 Penalty: 3336.806152
	Iteration 16Q: 3 clusters Score -91109.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91126.921875 Penalty: 3336.806152
	Iteration 17Q: 3 clusters Score -91126.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91136.242188 Penalty: 3336.806152
	Iteration 18Q: 3 clusters Score -91136.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91148.351562 Penalty: 3336.806152
	Iteration 19Q: 3 clusters Score -91148.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91152.328125 Penalty: 3336.806152
	Iteration 20F: 3 clusters Score -91152.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Entering Unmasked Estep 
Score: -2653271.750000 Penalty: 2482.348145
	Iteration 0F: 2 clusters Score -2653272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2637778.500000 Penalty: 4964.696289
	Iteration 0F: 3 clusters Score -2637778 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2643014.500000 Penalty: 4964.696289
	Iteration 1F: 3 clusters Score -2643014 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2643484.250000 Penalty: 4964.696289
	Iteration 2F: 3 clusters Score -2643484 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2643836.000000 Penalty: 4964.696289
	Iteration 3Q: 3 clusters Score -2643836 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2644143.250000 Penalty: 4964.696289
	Iteration 4Q: 3 clusters Score -2644143 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2644423.000000 Penalty: 4964.696289
	Iteration 5Q: 3 clusters Score -2644423 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2644665.250000 Penalty: 4964.696289
	Iteration 6Q: 3 clusters Score -2644665 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2644909.250000 Penalty: 4964.696289
	Iteration 7Q: 3 clusters Score -2644909 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2645175.000000 Penalty: 4964.696289
	Iteration 8Q: 3 clusters Score -2645175 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2645544.000000 Penalty: 4964.696289
	Iteration 9Q: 3 clusters Score -2645544 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2646011.750000 Penalty: 4964.696289
	Iteration 10Q: 3 clusters Score -2646012 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2646556.500000 Penalty: 4964.696289
	Iteration 11Q: 3 clusters Score -2646556 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2647272.000000 Penalty: 4964.696289
	Iteration 12Q: 3 clusters Score -2647272 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2647934.250000 Penalty: 4964.696289
	Iteration 13Q: 3 clusters Score -2647934 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2648479.250000 Penalty: 4964.696289
	Iteration 14Q: 3 clusters Score -2648479 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2648894.250000 Penalty: 4964.696289
	Iteration 15Q: 3 clusters Score -2648894 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2649184.500000 Penalty: 4964.696289
	Iteration 16Q: 3 clusters Score -2649184 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2649416.000000 Penalty: 4964.696289
	Iteration 17Q: 3 clusters Score -2649416 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2649620.250000 Penalty: 4964.696289
	Iteration 18Q: 3 clusters Score -2649620 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2649774.250000 Penalty: 4964.696289
	Iteration 19Q: 3 clusters Score -2649774 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2649935.500000 Penalty: 4964.696289
	Iteration 20F: 3 clusters Score -2649936 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2650107.000000 Penalty: 4964.696289
	Iteration 21Q: 3 clusters Score -2650107 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2650274.750000 Penalty: 4964.696289
	Iteration 22Q: 3 clusters Score -2650275 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2650439.250000 Penalty: 4964.696289
	Iteration 23Q: 3 clusters Score -2650439 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2650585.000000 Penalty: 4964.696289
	Iteration 24Q: 3 clusters Score -2650585 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2650686.000000 Penalty: 4964.696289
	Iteration 25Q: 3 clusters Score -2650686 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2650776.750000 Penalty: 4964.696289
	Iteration 26Q: 3 clusters Score -2650777 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2650851.000000 Penalty: 4964.696289
	Iteration 27Q: 3 clusters Score -2650851 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2650896.750000 Penalty: 4964.696289
	Iteration 28Q: 3 clusters Score -2650897 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2650943.250000 Penalty: 4964.696289
	Iteration 29Q: 3 clusters Score -2650943 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2650984.500000 Penalty: 4964.696289
	Iteration 30Q: 3 clusters Score -2650984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2651016.250000 Penalty: 4964.696289
	Iteration 31Q: 3 clusters Score -2651016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2651047.750000 Penalty: 4964.696289
	Iteration 32Q: 3 clusters Score -2651048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2651073.750000 Penalty: 4964.696289
	Iteration 33Q: 3 clusters Score -2651074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2651100.250000 Penalty: 4964.696289
	Iteration 34Q: 3 clusters Score -2651100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2651120.250000 Penalty: 4964.696289
	Iteration 35Q: 3 clusters Score -2651120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2651131.750000 Penalty: 4964.696289
	Iteration 36Q: 3 clusters Score -2651132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2651144.000000 Penalty: 4964.696289
	Iteration 37Q: 3 clusters Score -2651144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2651164.000000 Penalty: 4964.696289
	Iteration 38Q: 3 clusters Score -2651164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2651176.750000 Penalty: 4964.696289
	Iteration 39Q: 3 clusters Score -2651177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2651185.500000 Penalty: 4964.696289
	Iteration 40F: 3 clusters Score -2651186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2651192.000000 Penalty: 4964.696289
	Iteration 41Q: 3 clusters Score -2651192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2651207.000000 Penalty: 4964.696289
	Iteration 42Q: 3 clusters Score -2651207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2651205.750000 Penalty: 4964.696289
	Iteration 43Q: 3 clusters Score -2651206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2651216.500000 Penalty: 4964.696289
	Iteration 44Q: 3 clusters Score -2651216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2651218.250000 Penalty: 4964.696289
	Iteration 45Q: 3 clusters Score -2651218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2651221.750000 Penalty: 4964.696289
	Iteration 46Q: 3 clusters Score -2651222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2651219.750000 Penalty: 4964.696289
	Iteration 47Q: 3 clusters Score -2651220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2651230.750000 Penalty: 4964.696289
	Iteration 48Q: 3 clusters Score -2651231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2651227.750000 Penalty: 4964.696289
	Iteration 49Q: 3 clusters Score -2651228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2651228.750000 Penalty: 4964.696289
	Iteration 50Q: 3 clusters Score -2651229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2651227.500000 Penalty: 4964.696289
	Iteration 51Q: 3 clusters Score -2651228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2651229.750000 Penalty: 4964.696289
	Iteration 52Q: 3 clusters Score -2651230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2651231.000000 Penalty: 4964.696289
	Iteration 53Q: 3 clusters Score -2651231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2651233.750000 Penalty: 4964.696289
	Iteration 54Q: 3 clusters Score -2651234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2651241.500000 Penalty: 4964.696289
	Iteration 55Q: 3 clusters Score -2651242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2651253.000000 Penalty: 4964.696289
	Iteration 56Q: 3 clusters Score -2651253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2651259.000000 Penalty: 4964.696289
	Iteration 57Q: 3 clusters Score -2651259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2651263.250000 Penalty: 4964.696289
	Iteration 58Q: 3 clusters Score -2651263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2651266.750000 Penalty: 4964.696289
	Iteration 59Q: 3 clusters Score -2651267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2651262.250000 Penalty: 4964.696289
	Iteration 60F: 3 clusters Score -2651262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2651265.000000 Penalty: 4964.696289
	Iteration 61Q: 3 clusters Score -2651265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2651262.000000 Penalty: 4964.696289
	Iteration 62Q: 3 clusters Score -2651262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2651262.500000 Penalty: 4964.696289
	Iteration 63Q: 3 clusters Score -2651262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2651262.000000 Penalty: 4964.696289
	Iteration 64Q: 3 clusters Score -2651262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2651263.250000 Penalty: 4964.696289
	Iteration 65Q: 3 clusters Score -2651263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2651266.750000 Penalty: 4964.696289
	Iteration 66Q: 3 clusters Score -2651267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2651268.250000 Penalty: 4964.696289
	Iteration 67Q: 3 clusters Score -2651268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2651268.250000 Penalty: 4964.696289
	Iteration 68Q: 3 clusters Score -2651268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2651268.250000 Penalty: 4964.696289
	Iteration 69F: 3 clusters Score -2651268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Entering Unmasked Estep 
Score: -20670370.000000 Penalty: 2990.497803
	Iteration 0F: 2 clusters Score -2.067037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -20556922.000000 Penalty: 5980.995605
	Iteration 0F: 3 clusters Score -2.055692e+07 nChanged 82611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -20605018.000000 Penalty: 5980.995605
	Iteration 1F: 3 clusters Score -2.060502e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -20606310.000000 Penalty: 5980.995605
	Iteration 2Q: 3 clusters Score -2.060631e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -20608258.000000 Penalty: 5980.995605
	Iteration 3Q: 3 clusters Score -2.060826e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -20610808.000000 Penalty: 5980.995605
	Iteration 4Q: 3 clusters Score -2.061081e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -20614582.000000 Penalty: 5980.995605
	Iteration 5Q: 3 clusters Score -2.061458e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -20619550.000000 Penalty: 5980.995605
	Iteration 6F: 3 clusters Score -2.061955e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -20625538.000000 Penalty: 5980.995605
	Iteration 7F: 3 clusters Score -2.062554e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 123490 members 
Entering Unmasked Estep 
Score: -20632664.000000 Penalty: 5980.995605
	Iteration 8F: 3 clusters Score -2.063266e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 133480 members 
Entering Unmasked Estep 
Score: -20640788.000000 Penalty: 5980.995605
	Iteration 9F: 3 clusters Score -2.064079e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 143065 members 
Entering Unmasked Estep 
Score: -20648784.000000 Penalty: 5980.995605
	Iteration 10F: 3 clusters Score -2.064878e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -20655602.000000 Penalty: 5980.995605
	Iteration 11Q: 3 clusters Score -2.06556e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 157108 members 
Entering Unmasked Estep 
Score: -20660308.000000 Penalty: 5980.995605
	Iteration 12Q: 3 clusters Score -2.066031e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -20662866.000000 Penalty: 5980.995605
	Iteration 13Q: 3 clusters Score -2.066287e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -20664502.000000 Penalty: 5980.995605
	Iteration 14Q: 3 clusters Score -2.06645e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 165679 members 
Entering Unmasked Estep 
Score: -20665544.000000 Penalty: 5980.995605
	Iteration 15Q: 3 clusters Score -2.066554e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 167063 members 
Entering Unmasked Estep 
Score: -20666300.000000 Penalty: 5980.995605
	Iteration 16Q: 3 clusters Score -2.06663e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 168147 members 
Entering Unmasked Estep 
Score: -20666828.000000 Penalty: 5980.995605
	Iteration 17Q: 3 clusters Score -2.066683e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 168967 members 
Entering Unmasked Estep 
Score: -20667162.000000 Penalty: 5980.995605
	Iteration 18Q: 3 clusters Score -2.066716e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 169566 members 
Entering Unmasked Estep 
Score: -20667422.000000 Penalty: 5980.995605
	Iteration 19Q: 3 clusters Score -2.066742e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -20667560.000000 Penalty: 5980.995605
	Iteration 20F: 3 clusters Score -2.066756e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 170301 members 
Entering Unmasked Estep 
Score: -20667606.000000 Penalty: 5980.995605
	Iteration 21Q: 3 clusters Score -2.066761e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 170524 members 
Entering Unmasked Estep 
Score: -20667686.000000 Penalty: 5980.995605
	Iteration 22Q: 3 clusters Score -2.066769e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 170716 members 
Entering Unmasked Estep 
Score: -20667780.000000 Penalty: 5980.995605
	Iteration 23Q: 3 clusters Score -2.066778e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 170860 members 
Entering Unmasked Estep 
Score: -20667876.000000 Penalty: 5980.995605
	Iteration 24Q: 3 clusters Score -2.066788e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 170966 members 
Entering Unmasked Estep 
Score: -20667906.000000 Penalty: 5980.995605
	Iteration 25Q: 3 clusters Score -2.066791e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -20667956.000000 Penalty: 5980.995605
	Iteration 26Q: 3 clusters Score -2.066796e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -20667982.000000 Penalty: 5980.995605
	Iteration 27Q: 3 clusters Score -2.066798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 171201 members 
Entering Unmasked Estep 
Score: -20668006.000000 Penalty: 5980.995605
	Iteration 28Q: 3 clusters Score -2.066801e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 171254 members 
Entering Unmasked Estep 
Score: -20668034.000000 Penalty: 5980.995605
	Iteration 29Q: 3 clusters Score -2.066803e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 171298 members 
Entering Unmasked Estep 
Score: -20668038.000000 Penalty: 5980.995605
	Iteration 30Q: 3 clusters Score -2.066804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 171329 members 
Entering Unmasked Estep 
Score: -20668056.000000 Penalty: 5980.995605
	Iteration 31Q: 3 clusters Score -2.066806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 171356 members 
Entering Unmasked Estep 
Score: -20668068.000000 Penalty: 5980.995605
	Iteration 32Q: 3 clusters Score -2.066807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -20668066.000000 Penalty: 5980.995605
	Iteration 33Q: 3 clusters Score -2.066807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -20668088.000000 Penalty: 5980.995605
	Iteration 34Q: 3 clusters Score -2.066809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 171433 members 
Entering Unmasked Estep 
Score: -20668088.000000 Penalty: 5980.995605
	Iteration 35Q: 3 clusters Score -2.066809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -20668104.000000 Penalty: 5980.995605
	Iteration 36Q: 3 clusters Score -2.06681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -20668118.000000 Penalty: 5980.995605
	Iteration 37Q: 3 clusters Score -2.066812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -20668106.000000 Penalty: 5980.995605
	Iteration 38Q: 3 clusters Score -2.066811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -20668118.000000 Penalty: 5980.995605
	Iteration 39Q: 3 clusters Score -2.066812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -20668106.000000 Penalty: 5980.995605
	Iteration 40F: 3 clusters Score -2.066811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 171488 members 
Entering Unmasked Estep 
Score: -20668108.000000 Penalty: 5980.995605
	Iteration 41Q: 3 clusters Score -2.066811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 171499 members 
Entering Unmasked Estep 
Score: -20668114.000000 Penalty: 5980.995605
	Iteration 42Q: 3 clusters Score -2.066811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -20668110.000000 Penalty: 5980.995605
	Iteration 43Q: 3 clusters Score -2.066811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 171514 members 
Entering Unmasked Estep 
Score: -20668114.000000 Penalty: 5980.995605
	Iteration 44Q: 3 clusters Score -2.066811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 171524 members 
Entering Unmasked Estep 
Score: -20668108.000000 Penalty: 5980.995605
	Iteration 45Q: 3 clusters Score -2.066811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -20668120.000000 Penalty: 5980.995605
	Iteration 46Q: 3 clusters Score -2.066812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -20668122.000000 Penalty: 5980.995605
	Iteration 47Q: 3 clusters Score -2.066812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -20668130.000000 Penalty: 5980.995605
	Iteration 48Q: 3 clusters Score -2.066813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -20668136.000000 Penalty: 5980.995605
	Iteration 49Q: 3 clusters Score -2.066814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -20668144.000000 Penalty: 5980.995605
	Iteration 50Q: 3 clusters Score -2.066814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 171560 members 
Entering Unmasked Estep 
Score: -20668144.000000 Penalty: 5980.995605
	Iteration 51Q: 3 clusters Score -2.066814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -20668146.000000 Penalty: 5980.995605
	Iteration 52Q: 3 clusters Score -2.066815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 171567 members 
Entering Unmasked Estep 
Score: -20668140.000000 Penalty: 5980.995605
	Iteration 53Q: 3 clusters Score -2.066814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -20668144.000000 Penalty: 5980.995605
	Iteration 54Q: 3 clusters Score -2.066814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -20668148.000000 Penalty: 5980.995605
	Iteration 55Q: 3 clusters Score -2.066815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
Score: -20668140.000000 Penalty: 5980.995605
	Iteration 56Q: 3 clusters Score -2.066814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -20668148.000000 Penalty: 5980.995605
	Iteration 57Q: 3 clusters Score -2.066815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 171599 members 
Entering Unmasked Estep 
Score: -20668156.000000 Penalty: 5980.995605
	Iteration 58Q: 3 clusters Score -2.066816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -20668152.000000 Penalty: 5980.995605
	Iteration 59Q: 3 clusters Score -2.066815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -20668164.000000 Penalty: 5980.995605
	Iteration 60F: 3 clusters Score -2.066816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 171609 members 
Entering Unmasked Estep 
Score: -20668168.000000 Penalty: 5980.995605
	Iteration 61Q: 3 clusters Score -2.066817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -20668166.000000 Penalty: 5980.995605
	Iteration 62Q: 3 clusters Score -2.066817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 171613 members 
Entering Unmasked Estep 
Score: -20668168.000000 Penalty: 5980.995605
	Iteration 63Q: 3 clusters Score -2.066817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 171613 members 
Entering Unmasked Estep 
Score: -20668172.000000 Penalty: 5980.995605
	Iteration 64Q: 3 clusters Score -2.066817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -20668162.000000 Penalty: 5980.995605
	Iteration 65Q: 3 clusters Score -2.066816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -20668162.000000 Penalty: 5980.995605
	Iteration 66F: 3 clusters Score -2.066816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Entering Unmasked Estep 
Score: -2998752.750000 Penalty: 2524.983154
	Iteration 0F: 2 clusters Score -2998753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2980275.000000 Penalty: 5049.966309
	Iteration 0F: 3 clusters Score -2980275 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2987039.750000 Penalty: 5049.966309
	Iteration 1F: 3 clusters Score -2987040 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2987660.250000 Penalty: 5049.966309
	Iteration 2F: 3 clusters Score -2987660 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2988238.000000 Penalty: 5049.966309
	Iteration 3F: 3 clusters Score -2988238 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2988798.000000 Penalty: 5049.966309
	Iteration 4Q: 3 clusters Score -2988798 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2989384.000000 Penalty: 5049.966309
	Iteration 5Q: 3 clusters Score -2989384 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2990050.750000 Penalty: 5049.966309
	Iteration 6Q: 3 clusters Score -2990051 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2990821.500000 Penalty: 5049.966309
	Iteration 7Q: 3 clusters Score -2990822 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2991743.500000 Penalty: 5049.966309
	Iteration 8F: 3 clusters Score -2991744 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2992790.750000 Penalty: 5049.966309
	Iteration 9F: 3 clusters Score -2992791 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2993896.500000 Penalty: 5049.966309
	Iteration 10F: 3 clusters Score -2993896 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2994793.000000 Penalty: 5049.966309
	Iteration 11Q: 3 clusters Score -2994793 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2995356.750000 Penalty: 5049.966309
	Iteration 12Q: 3 clusters Score -2995357 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2995688.250000 Penalty: 5049.966309
	Iteration 13Q: 3 clusters Score -2995688 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2995907.000000 Penalty: 5049.966309
	Iteration 14Q: 3 clusters Score -2995907 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2996102.000000 Penalty: 5049.966309
	Iteration 15Q: 3 clusters Score -2996102 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2996255.500000 Penalty: 5049.966309
	Iteration 16Q: 3 clusters Score -2996256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2996390.000000 Penalty: 5049.966309
	Iteration 17Q: 3 clusters Score -2996390 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2996532.000000 Penalty: 5049.966309
	Iteration 18Q: 3 clusters Score -2996532 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2996673.500000 Penalty: 5049.966309
	Iteration 19Q: 3 clusters Score -2996674 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2996819.750000 Penalty: 5049.966309
	Iteration 20F: 3 clusters Score -2996820 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2997016.750000 Penalty: 5049.966309
	Iteration 21Q: 3 clusters Score -2997017 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2997307.250000 Penalty: 5049.966309
	Iteration 22Q: 3 clusters Score -2997307 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2997716.000000 Penalty: 5049.966309
	Iteration 23Q: 3 clusters Score -2997716 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2998303.250000 Penalty: 5049.966309
	Iteration 24Q: 3 clusters Score -2998303 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2999033.250000 Penalty: 5049.966309
	Iteration 25Q: 3 clusters Score -2999033 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2999377.000000 Penalty: 5049.966309
	Iteration 26Q: 3 clusters Score -2999377 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2999450.750000 Penalty: 5049.966309
	Iteration 27Q: 3 clusters Score -2999451 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2999478.000000 Penalty: 5049.966309
	Iteration 28Q: 3 clusters Score -2999478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2999485.250000 Penalty: 5049.966309
	Iteration 29Q: 3 clusters Score -2999485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2999494.750000 Penalty: 5049.966309
	Iteration 30Q: 3 clusters Score -2999495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2999505.500000 Penalty: 5049.966309
	Iteration 31Q: 3 clusters Score -2999506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2999509.500000 Penalty: 5049.966309
	Iteration 32Q: 3 clusters Score -2999510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2999505.500000 Penalty: 5049.966309
	Iteration 33Q: 3 clusters Score -2999506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2999504.250000 Penalty: 5049.966309
	Iteration 34Q: 3 clusters Score -2999504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2999505.000000 Penalty: 5049.966309
	Iteration 35Q: 3 clusters Score -2999505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2999507.000000 Penalty: 5049.966309
	Iteration 36Q: 3 clusters Score -2999507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2999508.500000 Penalty: 5049.966309
	Iteration 37Q: 3 clusters Score -2999508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2999510.000000 Penalty: 5049.966309
	Iteration 38Q: 3 clusters Score -2999510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2999510.250000 Penalty: 5049.966309
	Iteration 39Q: 3 clusters Score -2999510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2999510.500000 Penalty: 5049.966309
	Iteration 40F: 3 clusters Score -2999510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2999508.750000 Penalty: 5049.966309
	Iteration 41Q: 3 clusters Score -2999509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2999508.750000 Penalty: 5049.966309
	Iteration 42F: 3 clusters Score -2999509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167568 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165586 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113443 members 
Mstep: Class 12 contains 258754 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25995 members 
Mstep: Class 17 contains 81531 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22236 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 19956 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47896 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73262 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16668 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 6451 members 
Entering Unmasked Estep 
Score: -205569936.000000 Penalty: 132088.375000
Splitting cluster 23 changes total score from -205571136.000000 to -205569936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (9989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Entering Unmasked Estep 
Score: -1091417.250000 Penalty: 2283.891602
	Iteration 0F: 2 clusters Score -1091417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1083828.000000 Penalty: 4567.783203
	Iteration 0F: 3 clusters Score -1083828 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1086138.875000 Penalty: 4567.783203
	Iteration 1F: 3 clusters Score -1086139 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1086550.125000 Penalty: 4567.783203
	Iteration 2F: 3 clusters Score -1086550 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1086853.375000 Penalty: 4567.783203
	Iteration 3F: 3 clusters Score -1086853 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1087101.125000 Penalty: 4567.783203
	Iteration 4Q: 3 clusters Score -1087101 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1087340.875000 Penalty: 4567.783203
	Iteration 5Q: 3 clusters Score -1087341 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1087573.750000 Penalty: 4567.783203
	Iteration 6Q: 3 clusters Score -1087574 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1087787.750000 Penalty: 4567.783203
	Iteration 7Q: 3 clusters Score -1087788 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1087982.875000 Penalty: 4567.783203
	Iteration 8Q: 3 clusters Score -1087983 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1088145.875000 Penalty: 4567.783203
	Iteration 9Q: 3 clusters Score -1088146 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1088299.375000 Penalty: 4567.783203
	Iteration 10Q: 3 clusters Score -1088299 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1088478.750000 Penalty: 4567.783203
	Iteration 11Q: 3 clusters Score -1088479 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1088655.875000 Penalty: 4567.783203
	Iteration 12Q: 3 clusters Score -1088656 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1088809.125000 Penalty: 4567.783203
	Iteration 13Q: 3 clusters Score -1088809 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1088925.250000 Penalty: 4567.783203
	Iteration 14Q: 3 clusters Score -1088925 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1089007.750000 Penalty: 4567.783203
	Iteration 15Q: 3 clusters Score -1089008 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1089074.625000 Penalty: 4567.783203
	Iteration 16Q: 3 clusters Score -1089075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1089129.000000 Penalty: 4567.783203
	Iteration 17Q: 3 clusters Score -1089129 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1089184.750000 Penalty: 4567.783203
	Iteration 18Q: 3 clusters Score -1089185 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1089239.250000 Penalty: 4567.783203
	Iteration 19Q: 3 clusters Score -1089239 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1089294.000000 Penalty: 4567.783203
	Iteration 20F: 3 clusters Score -1089294 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1089335.125000 Penalty: 4567.783203
	Iteration 21Q: 3 clusters Score -1089335 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1089365.000000 Penalty: 4567.783203
	Iteration 22Q: 3 clusters Score -1089365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1089391.250000 Penalty: 4567.783203
	Iteration 23Q: 3 clusters Score -1089391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1089411.625000 Penalty: 4567.783203
	Iteration 24Q: 3 clusters Score -1089412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1089427.625000 Penalty: 4567.783203
	Iteration 25Q: 3 clusters Score -1089428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1089435.375000 Penalty: 4567.783203
	Iteration 26Q: 3 clusters Score -1089435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1089450.875000 Penalty: 4567.783203
	Iteration 27Q: 3 clusters Score -1089451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1089469.375000 Penalty: 4567.783203
	Iteration 28Q: 3 clusters Score -1089469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1089486.875000 Penalty: 4567.783203
	Iteration 29Q: 3 clusters Score -1089487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1089509.000000 Penalty: 4567.783203
	Iteration 30Q: 3 clusters Score -1089509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1089527.625000 Penalty: 4567.783203
	Iteration 31Q: 3 clusters Score -1089528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1089542.625000 Penalty: 4567.783203
	Iteration 32Q: 3 clusters Score -1089543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1089557.375000 Penalty: 4567.783203
	Iteration 33Q: 3 clusters Score -1089557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1089573.875000 Penalty: 4567.783203
	Iteration 34Q: 3 clusters Score -1089574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1089587.875000 Penalty: 4567.783203
	Iteration 35Q: 3 clusters Score -1089588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1089599.000000 Penalty: 4567.783203
	Iteration 36Q: 3 clusters Score -1089599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1089611.750000 Penalty: 4567.783203
	Iteration 37Q: 3 clusters Score -1089612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1089620.375000 Penalty: 4567.783203
	Iteration 38Q: 3 clusters Score -1089620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1089633.375000 Penalty: 4567.783203
	Iteration 39Q: 3 clusters Score -1089633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1089644.250000 Penalty: 4567.783203
	Iteration 40F: 3 clusters Score -1089644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1089650.625000 Penalty: 4567.783203
	Iteration 41Q: 3 clusters Score -1089651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1089652.875000 Penalty: 4567.783203
	Iteration 42Q: 3 clusters Score -1089653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1089659.875000 Penalty: 4567.783203
	Iteration 43Q: 3 clusters Score -1089660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1089661.750000 Penalty: 4567.783203
	Iteration 44Q: 3 clusters Score -1089662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1089669.625000 Penalty: 4567.783203
	Iteration 45Q: 3 clusters Score -1089670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1089670.875000 Penalty: 4567.783203
	Iteration 46Q: 3 clusters Score -1089671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1089675.125000 Penalty: 4567.783203
	Iteration 47Q: 3 clusters Score -1089675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1089680.875000 Penalty: 4567.783203
	Iteration 48Q: 3 clusters Score -1089681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1089689.750000 Penalty: 4567.783203
	Iteration 49Q: 3 clusters Score -1089690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1089691.500000 Penalty: 4567.783203
	Iteration 50Q: 3 clusters Score -1089692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1089693.625000 Penalty: 4567.783203
	Iteration 51Q: 3 clusters Score -1089694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1089700.375000 Penalty: 4567.783203
	Iteration 52Q: 3 clusters Score -1089700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1089701.625000 Penalty: 4567.783203
	Iteration 53Q: 3 clusters Score -1089702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1089703.750000 Penalty: 4567.783203
	Iteration 54Q: 3 clusters Score -1089704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1089704.500000 Penalty: 4567.783203
	Iteration 55Q: 3 clusters Score -1089704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1089702.875000 Penalty: 4567.783203
	Iteration 56Q: 3 clusters Score -1089703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1089704.375000 Penalty: 4567.783203
	Iteration 57Q: 3 clusters Score -1089704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1089707.250000 Penalty: 4567.783203
	Iteration 58Q: 3 clusters Score -1089707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1089706.625000 Penalty: 4567.783203
	Iteration 59Q: 3 clusters Score -1089707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1089706.625000 Penalty: 4567.783203
	Iteration 60F: 3 clusters Score -1089707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Entering Unmasked Estep 
Score: -5650668.000000 Penalty: 2672.643066
	Iteration 0F: 2 clusters Score -5650668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5618555.500000 Penalty: 5345.286133
	Iteration 0F: 3 clusters Score -5618556 nChanged 22094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -5631220.500000 Penalty: 5345.286133
	Iteration 1F: 3 clusters Score -5631220 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -5632487.000000 Penalty: 5345.286133
	Iteration 2F: 3 clusters Score -5632487 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -5634290.500000 Penalty: 5345.286133
	Iteration 3F: 3 clusters Score -5634290 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5636613.500000 Penalty: 5345.286133
	Iteration 4F: 3 clusters Score -5636614 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -5639608.000000 Penalty: 5345.286133
	Iteration 5F: 3 clusters Score -5639608 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -5642811.000000 Penalty: 5345.286133
	Iteration 6F: 3 clusters Score -5642811 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5645626.500000 Penalty: 5345.286133
	Iteration 7F: 3 clusters Score -5645626 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -5647494.500000 Penalty: 5345.286133
	Iteration 8Q: 3 clusters Score -5647494 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5648103.000000 Penalty: 5345.286133
	Iteration 9Q: 3 clusters Score -5648103 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -5648356.000000 Penalty: 5345.286133
	Iteration 10Q: 3 clusters Score -5648356 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -5648471.500000 Penalty: 5345.286133
	Iteration 11Q: 3 clusters Score -5648472 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5648516.500000 Penalty: 5345.286133
	Iteration 12Q: 3 clusters Score -5648516 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -5648578.000000 Penalty: 5345.286133
	Iteration 13Q: 3 clusters Score -5648578 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -5648605.500000 Penalty: 5345.286133
	Iteration 14Q: 3 clusters Score -5648606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5648628.000000 Penalty: 5345.286133
	Iteration 15Q: 3 clusters Score -5648628 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -5648638.500000 Penalty: 5345.286133
	Iteration 16Q: 3 clusters Score -5648638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -5648628.500000 Penalty: 5345.286133
	Iteration 17Q: 3 clusters Score -5648628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5648634.000000 Penalty: 5345.286133
	Iteration 18Q: 3 clusters Score -5648634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -5648644.500000 Penalty: 5345.286133
	Iteration 19Q: 3 clusters Score -5648644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -5648634.000000 Penalty: 5345.286133
	Iteration 20F: 3 clusters Score -5648634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -5648655.000000 Penalty: 5345.286133
	Iteration 21Q: 3 clusters Score -5648655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -5648645.500000 Penalty: 5345.286133
	Iteration 22Q: 3 clusters Score -5648646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -5648648.500000 Penalty: 5345.286133
	Iteration 23Q: 3 clusters Score -5648648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5648659.500000 Penalty: 5345.286133
	Iteration 24Q: 3 clusters Score -5648660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -5648662.000000 Penalty: 5345.286133
	Iteration 25Q: 3 clusters Score -5648662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -5648658.000000 Penalty: 5345.286133
	Iteration 26Q: 3 clusters Score -5648658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -5648653.500000 Penalty: 5345.286133
	Iteration 27Q: 3 clusters Score -5648654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -5648652.000000 Penalty: 5345.286133
	Iteration 28Q: 3 clusters Score -5648652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -5648644.500000 Penalty: 5345.286133
	Iteration 29Q: 3 clusters Score -5648644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5648643.000000 Penalty: 5345.286133
	Iteration 30Q: 3 clusters Score -5648643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5648651.500000 Penalty: 5345.286133
	Iteration 31Q: 3 clusters Score -5648652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -5648644.000000 Penalty: 5345.286133
	Iteration 32Q: 3 clusters Score -5648644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -5648650.000000 Penalty: 5345.286133
	Iteration 33Q: 3 clusters Score -5648650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -5648650.500000 Penalty: 5345.286133
	Iteration 34Q: 3 clusters Score -5648650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -5648650.000000 Penalty: 5345.286133
	Iteration 35Q: 3 clusters Score -5648650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -5648653.500000 Penalty: 5345.286133
	Iteration 36Q: 3 clusters Score -5648654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5648664.500000 Penalty: 5345.286133
	Iteration 37Q: 3 clusters Score -5648664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -5648668.500000 Penalty: 5345.286133
	Iteration 38Q: 3 clusters Score -5648668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -5648677.500000 Penalty: 5345.286133
	Iteration 39Q: 3 clusters Score -5648678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5648684.500000 Penalty: 5345.286133
	Iteration 40F: 3 clusters Score -5648684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -5648674.000000 Penalty: 5345.286133
	Iteration 41Q: 3 clusters Score -5648674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -5648670.500000 Penalty: 5345.286133
	Iteration 42Q: 3 clusters Score -5648670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -5648669.000000 Penalty: 5345.286133
	Iteration 43Q: 3 clusters Score -5648669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -5648675.500000 Penalty: 5345.286133
	Iteration 44Q: 3 clusters Score -5648676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -5648673.500000 Penalty: 5345.286133
	Iteration 45Q: 3 clusters Score -5648674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -5648680.500000 Penalty: 5345.286133
	Iteration 46Q: 3 clusters Score -5648680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -5648686.000000 Penalty: 5345.286133
	Iteration 47Q: 3 clusters Score -5648686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -5648693.000000 Penalty: 5345.286133
	Iteration 48Q: 3 clusters Score -5648693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5648716.000000 Penalty: 5345.286133
	Iteration 49Q: 3 clusters Score -5648716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -5648721.000000 Penalty: 5345.286133
	Iteration 50Q: 3 clusters Score -5648721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5648722.000000 Penalty: 5345.286133
	Iteration 51Q: 3 clusters Score -5648722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -5648707.000000 Penalty: 5345.286133
	Iteration 52Q: 3 clusters Score -5648707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -5648717.500000 Penalty: 5345.286133
	Iteration 53Q: 3 clusters Score -5648718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -5648726.000000 Penalty: 5345.286133
	Iteration 54Q: 3 clusters Score -5648726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -5648725.000000 Penalty: 5345.286133
	Iteration 55Q: 3 clusters Score -5648725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5648722.000000 Penalty: 5345.286133
	Iteration 56Q: 3 clusters Score -5648722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5648729.500000 Penalty: 5345.286133
	Iteration 57Q: 3 clusters Score -5648730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -5648720.500000 Penalty: 5345.286133
	Iteration 58Q: 3 clusters Score -5648720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5648736.500000 Penalty: 5345.286133
	Iteration 59Q: 3 clusters Score -5648736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -5648726.000000 Penalty: 5345.286133
	Iteration 60F: 3 clusters Score -5648726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5648730.000000 Penalty: 5345.286133
	Iteration 61Q: 3 clusters Score -5648730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5648731.000000 Penalty: 5345.286133
	Iteration 62Q: 3 clusters Score -5648731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -5648745.000000 Penalty: 5345.286133
	Iteration 63Q: 3 clusters Score -5648745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5648730.500000 Penalty: 5345.286133
	Iteration 64Q: 3 clusters Score -5648730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -5648735.500000 Penalty: 5345.286133
	Iteration 65Q: 3 clusters Score -5648736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -5648754.500000 Penalty: 5345.286133
	Iteration 66Q: 3 clusters Score -5648754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -5648739.500000 Penalty: 5345.286133
	Iteration 67Q: 3 clusters Score -5648740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -5648737.000000 Penalty: 5345.286133
	Iteration 68Q: 3 clusters Score -5648737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -5648747.500000 Penalty: 5345.286133
	Iteration 69Q: 3 clusters Score -5648748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -5648738.500000 Penalty: 5345.286133
	Iteration 70Q: 3 clusters Score -5648738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -5648749.500000 Penalty: 5345.286133
	Iteration 71Q: 3 clusters Score -5648750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -5648753.500000 Penalty: 5345.286133
	Iteration 72Q: 3 clusters Score -5648754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -5648746.500000 Penalty: 5345.286133
	Iteration 73Q: 3 clusters Score -5648746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -5648742.500000 Penalty: 5345.286133
	Iteration 74Q: 3 clusters Score -5648742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5648739.000000 Penalty: 5345.286133
	Iteration 75Q: 3 clusters Score -5648739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5648745.000000 Penalty: 5345.286133
	Iteration 76Q: 3 clusters Score -5648745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -5648738.500000 Penalty: 5345.286133
	Iteration 77Q: 3 clusters Score -5648738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -5648744.500000 Penalty: 5345.286133
	Iteration 78Q: 3 clusters Score -5648744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5648746.500000 Penalty: 5345.286133
	Iteration 79Q: 3 clusters Score -5648746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5648757.500000 Penalty: 5345.286133
	Iteration 80F: 3 clusters Score -5648758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -5648776.500000 Penalty: 5345.286133
	Iteration 81Q: 3 clusters Score -5648776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -5648765.000000 Penalty: 5345.286133
	Iteration 82Q: 3 clusters Score -5648765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -5648776.000000 Penalty: 5345.286133
	Iteration 83Q: 3 clusters Score -5648776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -5648775.500000 Penalty: 5345.286133
	Iteration 84Q: 3 clusters Score -5648776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -5648770.500000 Penalty: 5345.286133
	Iteration 85Q: 3 clusters Score -5648770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5648770.500000 Penalty: 5345.286133
	Iteration 86Q: 3 clusters Score -5648770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -5648783.000000 Penalty: 5345.286133
	Iteration 87Q: 3 clusters Score -5648783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -5648789.500000 Penalty: 5345.286133
	Iteration 88Q: 3 clusters Score -5648790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -5648792.000000 Penalty: 5345.286133
	Iteration 89Q: 3 clusters Score -5648792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -5648783.000000 Penalty: 5345.286133
	Iteration 90Q: 3 clusters Score -5648783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -5648783.500000 Penalty: 5345.286133
	Iteration 91Q: 3 clusters Score -5648784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -5648789.500000 Penalty: 5345.286133
	Iteration 92Q: 3 clusters Score -5648790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -5648781.000000 Penalty: 5345.286133
	Iteration 93Q: 3 clusters Score -5648781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5648786.500000 Penalty: 5345.286133
	Iteration 94Q: 3 clusters Score -5648786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5648786.500000 Penalty: 5345.286133
	Iteration 95Q: 3 clusters Score -5648786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -5648785.500000 Penalty: 5345.286133
	Iteration 96Q: 3 clusters Score -5648786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -5648775.500000 Penalty: 5345.286133
	Iteration 97Q: 3 clusters Score -5648776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -5648774.000000 Penalty: 5345.286133
	Iteration 98Q: 3 clusters Score -5648774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -5648783.500000 Penalty: 5345.286133
	Iteration 99Q: 3 clusters Score -5648784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5648789.000000 Penalty: 5345.286133
	Iteration 100F: 3 clusters Score -5648789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -5648806.000000 Penalty: 5345.286133
	Iteration 101Q: 3 clusters Score -5648806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5648799.000000 Penalty: 5345.286133
	Iteration 102Q: 3 clusters Score -5648799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -5648810.500000 Penalty: 5345.286133
	Iteration 103Q: 3 clusters Score -5648810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -5648802.000000 Penalty: 5345.286133
	Iteration 104Q: 3 clusters Score -5648802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -5648802.000000 Penalty: 5345.286133
	Iteration 105Q: 3 clusters Score -5648802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -5648809.000000 Penalty: 5345.286133
	Iteration 106Q: 3 clusters Score -5648809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -5648802.000000 Penalty: 5345.286133
	Iteration 107Q: 3 clusters Score -5648802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -5648807.000000 Penalty: 5345.286133
	Iteration 108Q: 3 clusters Score -5648807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -5648806.500000 Penalty: 5345.286133
	Iteration 109Q: 3 clusters Score -5648806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -5648814.000000 Penalty: 5345.286133
	Iteration 110Q: 3 clusters Score -5648814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -5648812.000000 Penalty: 5345.286133
	Iteration 111Q: 3 clusters Score -5648812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -5648810.500000 Penalty: 5345.286133
	Iteration 112Q: 3 clusters Score -5648810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -5648824.000000 Penalty: 5345.286133
	Iteration 113Q: 3 clusters Score -5648824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -5648829.500000 Penalty: 5345.286133
	Iteration 114Q: 3 clusters Score -5648830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5648834.500000 Penalty: 5345.286133
	Iteration 115Q: 3 clusters Score -5648834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -5648832.500000 Penalty: 5345.286133
	Iteration 116Q: 3 clusters Score -5648832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5648848.500000 Penalty: 5345.286133
	Iteration 117Q: 3 clusters Score -5648848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -5648845.000000 Penalty: 5345.286133
	Iteration 118Q: 3 clusters Score -5648845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -5648868.000000 Penalty: 5345.286133
	Iteration 119Q: 3 clusters Score -5648868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -5648868.000000 Penalty: 5345.286133
	Iteration 120F: 3 clusters Score -5648868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -5648891.000000 Penalty: 5345.286133
	Iteration 121Q: 3 clusters Score -5648891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5648902.000000 Penalty: 5345.286133
	Iteration 122Q: 3 clusters Score -5648902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -5648897.000000 Penalty: 5345.286133
	Iteration 123Q: 3 clusters Score -5648897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5648893.500000 Penalty: 5345.286133
	Iteration 124Q: 3 clusters Score -5648894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -5648895.000000 Penalty: 5345.286133
	Iteration 125Q: 3 clusters Score -5648895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5648902.500000 Penalty: 5345.286133
	Iteration 126Q: 3 clusters Score -5648902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -5648902.000000 Penalty: 5345.286133
	Iteration 127Q: 3 clusters Score -5648902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -5648888.000000 Penalty: 5345.286133
	Iteration 128Q: 3 clusters Score -5648888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5648891.500000 Penalty: 5345.286133
	Iteration 129Q: 3 clusters Score -5648892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5648902.000000 Penalty: 5345.286133
	Iteration 130Q: 3 clusters Score -5648902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -5648911.500000 Penalty: 5345.286133
	Iteration 131Q: 3 clusters Score -5648912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -5648919.500000 Penalty: 5345.286133
	Iteration 132Q: 3 clusters Score -5648920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5648921.500000 Penalty: 5345.286133
	Iteration 133Q: 3 clusters Score -5648922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -5648936.500000 Penalty: 5345.286133
	Iteration 134Q: 3 clusters Score -5648936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -5648944.000000 Penalty: 5345.286133
	Iteration 135Q: 3 clusters Score -5648944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -5648945.500000 Penalty: 5345.286133
	Iteration 136Q: 3 clusters Score -5648946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5648945.500000 Penalty: 5345.286133
	Iteration 137Q: 3 clusters Score -5648946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -5648942.000000 Penalty: 5345.286133
	Iteration 138Q: 3 clusters Score -5648942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -5648956.000000 Penalty: 5345.286133
	Iteration 139Q: 3 clusters Score -5648956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5648966.500000 Penalty: 5345.286133
	Iteration 140F: 3 clusters Score -5648966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -5648960.500000 Penalty: 5345.286133
	Iteration 141Q: 3 clusters Score -5648960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -5648962.500000 Penalty: 5345.286133
	Iteration 142Q: 3 clusters Score -5648962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -5648961.500000 Penalty: 5345.286133
	Iteration 143Q: 3 clusters Score -5648962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -5648972.500000 Penalty: 5345.286133
	Iteration 144Q: 3 clusters Score -5648972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -5648980.000000 Penalty: 5345.286133
	Iteration 145Q: 3 clusters Score -5648980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5648984.000000 Penalty: 5345.286133
	Iteration 146Q: 3 clusters Score -5648984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5648988.500000 Penalty: 5345.286133
	Iteration 147Q: 3 clusters Score -5648988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -5648980.500000 Penalty: 5345.286133
	Iteration 148Q: 3 clusters Score -5648980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5648988.500000 Penalty: 5345.286133
	Iteration 149Q: 3 clusters Score -5648988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -5648984.000000 Penalty: 5345.286133
	Iteration 150Q: 3 clusters Score -5648984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -5648995.000000 Penalty: 5345.286133
	Iteration 151Q: 3 clusters Score -5648995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5648997.500000 Penalty: 5345.286133
	Iteration 152Q: 3 clusters Score -5648998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -5648994.500000 Penalty: 5345.286133
	Iteration 153Q: 3 clusters Score -5648994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5648997.500000 Penalty: 5345.286133
	Iteration 154Q: 3 clusters Score -5648998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -5648997.500000 Penalty: 5345.286133
	Iteration 155Q: 3 clusters Score -5648998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -5648995.500000 Penalty: 5345.286133
	Iteration 156Q: 3 clusters Score -5648996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -5648996.500000 Penalty: 5345.286133
	Iteration 157Q: 3 clusters Score -5648996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -5648994.000000 Penalty: 5345.286133
	Iteration 158Q: 3 clusters Score -5648994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -5649004.000000 Penalty: 5345.286133
	Iteration 159Q: 3 clusters Score -5649004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -5648999.000000 Penalty: 5345.286133
	Iteration 160F: 3 clusters Score -5648999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5649001.500000 Penalty: 5345.286133
	Iteration 161Q: 3 clusters Score -5649002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5649000.500000 Penalty: 5345.286133
	Iteration 162Q: 3 clusters Score -5649000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -5649002.000000 Penalty: 5345.286133
	Iteration 163Q: 3 clusters Score -5649002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5649001.500000 Penalty: 5345.286133
	Iteration 164Q: 3 clusters Score -5649002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5649008.500000 Penalty: 5345.286133
	Iteration 165Q: 3 clusters Score -5649008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -5649002.000000 Penalty: 5345.286133
	Iteration 166Q: 3 clusters Score -5649002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -5649005.000000 Penalty: 5345.286133
	Iteration 167Q: 3 clusters Score -5649005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5649003.500000 Penalty: 5345.286133
	Iteration 168Q: 3 clusters Score -5649004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -5649009.500000 Penalty: 5345.286133
	Iteration 169Q: 3 clusters Score -5649010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5649007.500000 Penalty: 5345.286133
	Iteration 170Q: 3 clusters Score -5649008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -5649011.500000 Penalty: 5345.286133
	Iteration 171Q: 3 clusters Score -5649012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -5649008.000000 Penalty: 5345.286133
	Iteration 172Q: 3 clusters Score -5649008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -5649009.500000 Penalty: 5345.286133
	Iteration 173Q: 3 clusters Score -5649010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5649014.500000 Penalty: 5345.286133
	Iteration 174Q: 3 clusters Score -5649014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5649008.000000 Penalty: 5345.286133
	Iteration 175Q: 3 clusters Score -5649008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5649016.000000 Penalty: 5345.286133
	Iteration 176Q: 3 clusters Score -5649016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -5649019.500000 Penalty: 5345.286133
	Iteration 177Q: 3 clusters Score -5649020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -5649022.500000 Penalty: 5345.286133
	Iteration 178Q: 3 clusters Score -5649022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5649022.500000 Penalty: 5345.286133
	Iteration 179Q: 3 clusters Score -5649022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5649021.000000 Penalty: 5345.286133
	Iteration 180F: 3 clusters Score -5649021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -5649019.500000 Penalty: 5345.286133
	Iteration 181Q: 3 clusters Score -5649020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -5649029.000000 Penalty: 5345.286133
	Iteration 182Q: 3 clusters Score -5649029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5649022.000000 Penalty: 5345.286133
	Iteration 183Q: 3 clusters Score -5649022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5649030.000000 Penalty: 5345.286133
	Iteration 184Q: 3 clusters Score -5649030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5649024.500000 Penalty: 5345.286133
	Iteration 185Q: 3 clusters Score -5649024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5649022.000000 Penalty: 5345.286133
	Iteration 186Q: 3 clusters Score -5649022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5649024.500000 Penalty: 5345.286133
	Iteration 187Q: 3 clusters Score -5649024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5649023.000000 Penalty: 5345.286133
	Iteration 188Q: 3 clusters Score -5649023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5649020.000000 Penalty: 5345.286133
	Iteration 189Q: 3 clusters Score -5649020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5649020.000000 Penalty: 5345.286133
	Iteration 190F: 3 clusters Score -5649020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Entering Unmasked Estep 
Score: -945571.125000 Penalty: 2237.116699
	Iteration 0F: 2 clusters Score -945571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -938921.437500 Penalty: 4474.233398
	Iteration 0F: 3 clusters Score -938921.4 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -940796.000000 Penalty: 4474.233398
	Iteration 1F: 3 clusters Score -940796 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -941096.500000 Penalty: 4474.233398
	Iteration 2F: 3 clusters Score -941096.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -941328.250000 Penalty: 4474.233398
	Iteration 3F: 3 clusters Score -941328.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -941533.250000 Penalty: 4474.233398
	Iteration 4Q: 3 clusters Score -941533.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -941677.625000 Penalty: 4474.233398
	Iteration 5Q: 3 clusters Score -941677.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -941793.375000 Penalty: 4474.233398
	Iteration 6Q: 3 clusters Score -941793.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -941906.750000 Penalty: 4474.233398
	Iteration 7Q: 3 clusters Score -941906.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -942014.250000 Penalty: 4474.233398
	Iteration 8Q: 3 clusters Score -942014.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -942110.875000 Penalty: 4474.233398
	Iteration 9Q: 3 clusters Score -942110.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -942218.500000 Penalty: 4474.233398
	Iteration 10Q: 3 clusters Score -942218.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -942343.750000 Penalty: 4474.233398
	Iteration 11Q: 3 clusters Score -942343.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -942468.062500 Penalty: 4474.233398
	Iteration 12Q: 3 clusters Score -942468.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -942609.125000 Penalty: 4474.233398
	Iteration 13Q: 3 clusters Score -942609.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -942727.750000 Penalty: 4474.233398
	Iteration 14Q: 3 clusters Score -942727.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -942839.000000 Penalty: 4474.233398
	Iteration 15Q: 3 clusters Score -942839 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -942932.625000 Penalty: 4474.233398
	Iteration 16Q: 3 clusters Score -942932.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -943028.625000 Penalty: 4474.233398
	Iteration 17Q: 3 clusters Score -943028.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -943126.687500 Penalty: 4474.233398
	Iteration 18Q: 3 clusters Score -943126.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -943213.375000 Penalty: 4474.233398
	Iteration 19Q: 3 clusters Score -943213.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -943296.437500 Penalty: 4474.233398
	Iteration 20F: 3 clusters Score -943296.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -943355.000000 Penalty: 4474.233398
	Iteration 21Q: 3 clusters Score -943355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -943398.312500 Penalty: 4474.233398
	Iteration 22Q: 3 clusters Score -943398.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -943433.375000 Penalty: 4474.233398
	Iteration 23Q: 3 clusters Score -943433.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -943471.750000 Penalty: 4474.233398
	Iteration 24Q: 3 clusters Score -943471.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -943495.000000 Penalty: 4474.233398
	Iteration 25Q: 3 clusters Score -943495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -943517.312500 Penalty: 4474.233398
	Iteration 26Q: 3 clusters Score -943517.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -943540.125000 Penalty: 4474.233398
	Iteration 27Q: 3 clusters Score -943540.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -943560.125000 Penalty: 4474.233398
	Iteration 28Q: 3 clusters Score -943560.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -943580.000000 Penalty: 4474.233398
	Iteration 29Q: 3 clusters Score -943580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -943592.687500 Penalty: 4474.233398
	Iteration 30Q: 3 clusters Score -943592.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -943603.062500 Penalty: 4474.233398
	Iteration 31Q: 3 clusters Score -943603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -943613.687500 Penalty: 4474.233398
	Iteration 32Q: 3 clusters Score -943613.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -943622.500000 Penalty: 4474.233398
	Iteration 33Q: 3 clusters Score -943622.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -943628.250000 Penalty: 4474.233398
	Iteration 34Q: 3 clusters Score -943628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -943632.312500 Penalty: 4474.233398
	Iteration 35Q: 3 clusters Score -943632.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -943635.500000 Penalty: 4474.233398
	Iteration 36Q: 3 clusters Score -943635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -943637.000000 Penalty: 4474.233398
	Iteration 37Q: 3 clusters Score -943637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -943639.312500 Penalty: 4474.233398
	Iteration 38Q: 3 clusters Score -943639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -943638.625000 Penalty: 4474.233398
	Iteration 39Q: 3 clusters Score -943638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -943638.312500 Penalty: 4474.233398
	Iteration 40F: 3 clusters Score -943638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -943639.937500 Penalty: 4474.233398
	Iteration 41Q: 3 clusters Score -943639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -943640.312500 Penalty: 4474.233398
	Iteration 42Q: 3 clusters Score -943640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -943642.312500 Penalty: 4474.233398
	Iteration 43Q: 3 clusters Score -943642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -943645.437500 Penalty: 4474.233398
	Iteration 44Q: 3 clusters Score -943645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -943645.187500 Penalty: 4474.233398
	Iteration 45Q: 3 clusters Score -943645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -943645.187500 Penalty: 4474.233398
	Iteration 46F: 3 clusters Score -943645.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Entering Unmasked Estep 
Score: -8779003.000000 Penalty: 2778.045898
	Iteration 0F: 2 clusters Score -8779003 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 36633 members 
Entering Unmasked Estep 
Score: -8729591.000000 Penalty: 5556.091797
	Iteration 0F: 3 clusters Score -8729591 nChanged 34415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -8748994.000000 Penalty: 5556.091797
	Iteration 1F: 3 clusters Score -8748994 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -8749714.000000 Penalty: 5556.091797
	Iteration 2Q: 3 clusters Score -8749714 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -8750339.000000 Penalty: 5556.091797
	Iteration 3Q: 3 clusters Score -8750339 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -8750930.000000 Penalty: 5556.091797
	Iteration 4Q: 3 clusters Score -8750930 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -8751536.000000 Penalty: 5556.091797
	Iteration 5Q: 3 clusters Score -8751536 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8752201.000000 Penalty: 5556.091797
	Iteration 6Q: 3 clusters Score -8752201 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8753003.000000 Penalty: 5556.091797
	Iteration 7Q: 3 clusters Score -8753003 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -8754128.000000 Penalty: 5556.091797
	Iteration 8Q: 3 clusters Score -8754128 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8755722.000000 Penalty: 5556.091797
	Iteration 9Q: 3 clusters Score -8755722 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8757956.000000 Penalty: 5556.091797
	Iteration 10F: 3 clusters Score -8757956 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -8761072.000000 Penalty: 5556.091797
	Iteration 11F: 3 clusters Score -8761072 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -8764597.000000 Penalty: 5556.091797
	Iteration 12F: 3 clusters Score -8764597 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -8767444.000000 Penalty: 5556.091797
	Iteration 13Q: 3 clusters Score -8767444 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -8769261.000000 Penalty: 5556.091797
	Iteration 14Q: 3 clusters Score -8769261 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -8770439.000000 Penalty: 5556.091797
	Iteration 15Q: 3 clusters Score -8770439 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -8771408.000000 Penalty: 5556.091797
	Iteration 16Q: 3 clusters Score -8771408 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -8772211.000000 Penalty: 5556.091797
	Iteration 17Q: 3 clusters Score -8772211 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -8772860.000000 Penalty: 5556.091797
	Iteration 18Q: 3 clusters Score -8772860 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8773445.000000 Penalty: 5556.091797
	Iteration 19Q: 3 clusters Score -8773445 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -8773900.000000 Penalty: 5556.091797
	Iteration 20F: 3 clusters Score -8773900 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -8774292.000000 Penalty: 5556.091797
	Iteration 21Q: 3 clusters Score -8774292 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -8774702.000000 Penalty: 5556.091797
	Iteration 22Q: 3 clusters Score -8774702 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -8775039.000000 Penalty: 5556.091797
	Iteration 23Q: 3 clusters Score -8775039 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -8775291.000000 Penalty: 5556.091797
	Iteration 24Q: 3 clusters Score -8775291 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -8775484.000000 Penalty: 5556.091797
	Iteration 25Q: 3 clusters Score -8775484 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -8775621.000000 Penalty: 5556.091797
	Iteration 26Q: 3 clusters Score -8775621 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -8775725.000000 Penalty: 5556.091797
	Iteration 27Q: 3 clusters Score -8775725 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -8775844.000000 Penalty: 5556.091797
	Iteration 28Q: 3 clusters Score -8775844 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -8775936.000000 Penalty: 5556.091797
	Iteration 29Q: 3 clusters Score -8775936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -8776034.000000 Penalty: 5556.091797
	Iteration 30Q: 3 clusters Score -8776034 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -8776120.000000 Penalty: 5556.091797
	Iteration 31Q: 3 clusters Score -8776120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -8776175.000000 Penalty: 5556.091797
	Iteration 32Q: 3 clusters Score -8776175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -8776213.000000 Penalty: 5556.091797
	Iteration 33Q: 3 clusters Score -8776213 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8776267.000000 Penalty: 5556.091797
	Iteration 34Q: 3 clusters Score -8776267 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -8776294.000000 Penalty: 5556.091797
	Iteration 35Q: 3 clusters Score -8776294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -8776325.000000 Penalty: 5556.091797
	Iteration 36Q: 3 clusters Score -8776325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8776372.000000 Penalty: 5556.091797
	Iteration 37Q: 3 clusters Score -8776372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -8776400.000000 Penalty: 5556.091797
	Iteration 38Q: 3 clusters Score -8776400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -8776423.000000 Penalty: 5556.091797
	Iteration 39Q: 3 clusters Score -8776423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -8776437.000000 Penalty: 5556.091797
	Iteration 40F: 3 clusters Score -8776437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -8776455.000000 Penalty: 5556.091797
	Iteration 41Q: 3 clusters Score -8776455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -8776470.000000 Penalty: 5556.091797
	Iteration 42Q: 3 clusters Score -8776470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -8776478.000000 Penalty: 5556.091797
	Iteration 43Q: 3 clusters Score -8776478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -8776480.000000 Penalty: 5556.091797
	Iteration 44Q: 3 clusters Score -8776480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -8776496.000000 Penalty: 5556.091797
	Iteration 45Q: 3 clusters Score -8776496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -8776506.000000 Penalty: 5556.091797
	Iteration 46Q: 3 clusters Score -8776506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -8776504.000000 Penalty: 5556.091797
	Iteration 47Q: 3 clusters Score -8776504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -8776509.000000 Penalty: 5556.091797
	Iteration 48Q: 3 clusters Score -8776509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -8776505.000000 Penalty: 5556.091797
	Iteration 49Q: 3 clusters Score -8776505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -8776513.000000 Penalty: 5556.091797
	Iteration 50Q: 3 clusters Score -8776513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -8776525.000000 Penalty: 5556.091797
	Iteration 51Q: 3 clusters Score -8776525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -8776524.000000 Penalty: 5556.091797
	Iteration 52Q: 3 clusters Score -8776524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -8776517.000000 Penalty: 5556.091797
	Iteration 53Q: 3 clusters Score -8776517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -8776519.000000 Penalty: 5556.091797
	Iteration 54Q: 3 clusters Score -8776519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -8776528.000000 Penalty: 5556.091797
	Iteration 55Q: 3 clusters Score -8776528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -8776529.000000 Penalty: 5556.091797
	Iteration 56Q: 3 clusters Score -8776529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -8776531.000000 Penalty: 5556.091797
	Iteration 57Q: 3 clusters Score -8776531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -8776534.000000 Penalty: 5556.091797
	Iteration 58Q: 3 clusters Score -8776534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -8776535.000000 Penalty: 5556.091797
	Iteration 59Q: 3 clusters Score -8776535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -8776540.000000 Penalty: 5556.091797
	Iteration 60F: 3 clusters Score -8776540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -8776547.000000 Penalty: 5556.091797
	Iteration 61Q: 3 clusters Score -8776547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -8776550.000000 Penalty: 5556.091797
	Iteration 62Q: 3 clusters Score -8776550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -8776568.000000 Penalty: 5556.091797
	Iteration 63Q: 3 clusters Score -8776568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -8776576.000000 Penalty: 5556.091797
	Iteration 64Q: 3 clusters Score -8776576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 72145 members 
Entering Unmasked Estep 
Score: -8776590.000000 Penalty: 5556.091797
	Iteration 65Q: 3 clusters Score -8776590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -8776584.000000 Penalty: 5556.091797
	Iteration 66Q: 3 clusters Score -8776584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -8776588.000000 Penalty: 5556.091797
	Iteration 67Q: 3 clusters Score -8776588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -8776594.000000 Penalty: 5556.091797
	Iteration 68Q: 3 clusters Score -8776594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -8776604.000000 Penalty: 5556.091797
	Iteration 69Q: 3 clusters Score -8776604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8776619.000000 Penalty: 5556.091797
	Iteration 70Q: 3 clusters Score -8776619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -8776622.000000 Penalty: 5556.091797
	Iteration 71Q: 3 clusters Score -8776622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -8776644.000000 Penalty: 5556.091797
	Iteration 72Q: 3 clusters Score -8776644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -8776640.000000 Penalty: 5556.091797
	Iteration 73Q: 3 clusters Score -8776640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -8776652.000000 Penalty: 5556.091797
	Iteration 74Q: 3 clusters Score -8776652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -8776658.000000 Penalty: 5556.091797
	Iteration 75Q: 3 clusters Score -8776658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -8776665.000000 Penalty: 5556.091797
	Iteration 76Q: 3 clusters Score -8776665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -8776662.000000 Penalty: 5556.091797
	Iteration 77Q: 3 clusters Score -8776662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -8776669.000000 Penalty: 5556.091797
	Iteration 78Q: 3 clusters Score -8776669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -8776675.000000 Penalty: 5556.091797
	Iteration 79Q: 3 clusters Score -8776675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -8776675.000000 Penalty: 5556.091797
	Iteration 80F: 3 clusters Score -8776675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -8776671.000000 Penalty: 5556.091797
	Iteration 81Q: 3 clusters Score -8776671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -8776686.000000 Penalty: 5556.091797
	Iteration 82Q: 3 clusters Score -8776686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -8776692.000000 Penalty: 5556.091797
	Iteration 83Q: 3 clusters Score -8776692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -8776693.000000 Penalty: 5556.091797
	Iteration 84Q: 3 clusters Score -8776693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -8776691.000000 Penalty: 5556.091797
	Iteration 85Q: 3 clusters Score -8776691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -8776691.000000 Penalty: 5556.091797
	Iteration 86F: 3 clusters Score -8776691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -530028.437500 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -530028.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -525610.562500 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -525610.6 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -526695.812500 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -526695.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -526939.375000 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -526939.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -527106.750000 Penalty: 4207.473145
	Iteration 3F: 3 clusters Score -527106.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -527222.000000 Penalty: 4207.473145
	Iteration 4Q: 3 clusters Score -527222 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -527293.312500 Penalty: 4207.473145
	Iteration 5Q: 3 clusters Score -527293.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -527352.500000 Penalty: 4207.473145
	Iteration 6Q: 3 clusters Score -527352.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -527394.750000 Penalty: 4207.473145
	Iteration 7Q: 3 clusters Score -527394.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -527446.625000 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -527446.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -527492.187500 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -527492.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -527534.125000 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -527534.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -527573.125000 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -527573.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -527600.062500 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -527600.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -527619.062500 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -527619.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -527641.125000 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -527641.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -527658.375000 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -527658.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -527679.812500 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -527679.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -527703.500000 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -527703.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -527728.562500 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -527728.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -527749.125000 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -527749.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -527773.375000 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -527773.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -527792.937500 Penalty: 4207.473145
	Iteration 21Q: 3 clusters Score -527792.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -527814.875000 Penalty: 4207.473145
	Iteration 22Q: 3 clusters Score -527814.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -527834.000000 Penalty: 4207.473145
	Iteration 23Q: 3 clusters Score -527834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -527854.000000 Penalty: 4207.473145
	Iteration 24Q: 3 clusters Score -527854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -527873.937500 Penalty: 4207.473145
	Iteration 25Q: 3 clusters Score -527873.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -527893.875000 Penalty: 4207.473145
	Iteration 26Q: 3 clusters Score -527893.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -527912.687500 Penalty: 4207.473145
	Iteration 27Q: 3 clusters Score -527912.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -527929.250000 Penalty: 4207.473145
	Iteration 28Q: 3 clusters Score -527929.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -527944.125000 Penalty: 4207.473145
	Iteration 29Q: 3 clusters Score -527944.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -527963.250000 Penalty: 4207.473145
	Iteration 30Q: 3 clusters Score -527963.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -527977.812500 Penalty: 4207.473145
	Iteration 31Q: 3 clusters Score -527977.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -527991.875000 Penalty: 4207.473145
	Iteration 32Q: 3 clusters Score -527991.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -528007.750000 Penalty: 4207.473145
	Iteration 33Q: 3 clusters Score -528007.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -528021.375000 Penalty: 4207.473145
	Iteration 34Q: 3 clusters Score -528021.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -528033.250000 Penalty: 4207.473145
	Iteration 35Q: 3 clusters Score -528033.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -528038.812500 Penalty: 4207.473145
	Iteration 36Q: 3 clusters Score -528038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -528044.312500 Penalty: 4207.473145
	Iteration 37Q: 3 clusters Score -528044.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -528051.125000 Penalty: 4207.473145
	Iteration 38Q: 3 clusters Score -528051.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -528057.750000 Penalty: 4207.473145
	Iteration 39Q: 3 clusters Score -528057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -528062.375000 Penalty: 4207.473145
	Iteration 40F: 3 clusters Score -528062.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -528065.437500 Penalty: 4207.473145
	Iteration 41Q: 3 clusters Score -528065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -528066.750000 Penalty: 4207.473145
	Iteration 42Q: 3 clusters Score -528066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -528068.687500 Penalty: 4207.473145
	Iteration 43Q: 3 clusters Score -528068.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -528071.125000 Penalty: 4207.473145
	Iteration 44Q: 3 clusters Score -528071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -528073.250000 Penalty: 4207.473145
	Iteration 45Q: 3 clusters Score -528073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -528072.750000 Penalty: 4207.473145
	Iteration 46Q: 3 clusters Score -528072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -528075.125000 Penalty: 4207.473145
	Iteration 47Q: 3 clusters Score -528075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -528075.250000 Penalty: 4207.473145
	Iteration 48Q: 3 clusters Score -528075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -528075.250000 Penalty: 4207.473145
	Iteration 49F: 3 clusters Score -528075.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -643995.000000 Penalty: 2135.494629
	Iteration 0F: 2 clusters Score -643995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -639186.437500 Penalty: 4270.989258
	Iteration 0F: 3 clusters Score -639186.4 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -640367.500000 Penalty: 4270.989258
	Iteration 1F: 3 clusters Score -640367.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -640580.375000 Penalty: 4270.989258
	Iteration 2F: 3 clusters Score -640580.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -640721.812500 Penalty: 4270.989258
	Iteration 3Q: 3 clusters Score -640721.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -640814.187500 Penalty: 4270.989258
	Iteration 4Q: 3 clusters Score -640814.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -640890.937500 Penalty: 4270.989258
	Iteration 5Q: 3 clusters Score -640890.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -640949.000000 Penalty: 4270.989258
	Iteration 6Q: 3 clusters Score -640949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -641000.187500 Penalty: 4270.989258
	Iteration 7Q: 3 clusters Score -641000.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -641038.250000 Penalty: 4270.989258
	Iteration 8Q: 3 clusters Score -641038.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -641073.500000 Penalty: 4270.989258
	Iteration 9Q: 3 clusters Score -641073.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -641104.500000 Penalty: 4270.989258
	Iteration 10Q: 3 clusters Score -641104.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -641139.000000 Penalty: 4270.989258
	Iteration 11Q: 3 clusters Score -641139 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -641176.750000 Penalty: 4270.989258
	Iteration 12Q: 3 clusters Score -641176.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -641222.625000 Penalty: 4270.989258
	Iteration 13Q: 3 clusters Score -641222.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -641273.687500 Penalty: 4270.989258
	Iteration 14Q: 3 clusters Score -641273.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -641320.812500 Penalty: 4270.989258
	Iteration 15Q: 3 clusters Score -641320.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -641369.812500 Penalty: 4270.989258
	Iteration 16Q: 3 clusters Score -641369.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -641417.125000 Penalty: 4270.989258
	Iteration 17Q: 3 clusters Score -641417.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -641467.937500 Penalty: 4270.989258
	Iteration 18Q: 3 clusters Score -641467.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -641514.000000 Penalty: 4270.989258
	Iteration 19Q: 3 clusters Score -641514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -641548.000000 Penalty: 4270.989258
	Iteration 20F: 3 clusters Score -641548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -641584.875000 Penalty: 4270.989258
	Iteration 21Q: 3 clusters Score -641584.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -641621.750000 Penalty: 4270.989258
	Iteration 22Q: 3 clusters Score -641621.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -641654.562500 Penalty: 4270.989258
	Iteration 23Q: 3 clusters Score -641654.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -641686.937500 Penalty: 4270.989258
	Iteration 24Q: 3 clusters Score -641686.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -641720.750000 Penalty: 4270.989258
	Iteration 25Q: 3 clusters Score -641720.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -641756.250000 Penalty: 4270.989258
	Iteration 26Q: 3 clusters Score -641756.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -641789.687500 Penalty: 4270.989258
	Iteration 27Q: 3 clusters Score -641789.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -641814.937500 Penalty: 4270.989258
	Iteration 28Q: 3 clusters Score -641814.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -641843.750000 Penalty: 4270.989258
	Iteration 29Q: 3 clusters Score -641843.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -641875.187500 Penalty: 4270.989258
	Iteration 30Q: 3 clusters Score -641875.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -641895.375000 Penalty: 4270.989258
	Iteration 31Q: 3 clusters Score -641895.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -641914.750000 Penalty: 4270.989258
	Iteration 32Q: 3 clusters Score -641914.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -641930.187500 Penalty: 4270.989258
	Iteration 33Q: 3 clusters Score -641930.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -641947.437500 Penalty: 4270.989258
	Iteration 34Q: 3 clusters Score -641947.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -641968.562500 Penalty: 4270.989258
	Iteration 35Q: 3 clusters Score -641968.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -641986.187500 Penalty: 4270.989258
	Iteration 36Q: 3 clusters Score -641986.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -642003.062500 Penalty: 4270.989258
	Iteration 37Q: 3 clusters Score -642003.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -642011.687500 Penalty: 4270.989258
	Iteration 38Q: 3 clusters Score -642011.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -642021.187500 Penalty: 4270.989258
	Iteration 39Q: 3 clusters Score -642021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -642029.562500 Penalty: 4270.989258
	Iteration 40F: 3 clusters Score -642029.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -642040.375000 Penalty: 4270.989258
	Iteration 41Q: 3 clusters Score -642040.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -642045.812500 Penalty: 4270.989258
	Iteration 42Q: 3 clusters Score -642045.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -642053.062500 Penalty: 4270.989258
	Iteration 43Q: 3 clusters Score -642053.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -642058.625000 Penalty: 4270.989258
	Iteration 44Q: 3 clusters Score -642058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -642061.875000 Penalty: 4270.989258
	Iteration 45Q: 3 clusters Score -642061.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -642068.125000 Penalty: 4270.989258
	Iteration 46Q: 3 clusters Score -642068.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -642072.687500 Penalty: 4270.989258
	Iteration 47Q: 3 clusters Score -642072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -642076.500000 Penalty: 4270.989258
	Iteration 48Q: 3 clusters Score -642076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -642081.500000 Penalty: 4270.989258
	Iteration 49Q: 3 clusters Score -642081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -642084.312500 Penalty: 4270.989258
	Iteration 50Q: 3 clusters Score -642084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -642088.875000 Penalty: 4270.989258
	Iteration 51Q: 3 clusters Score -642088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -642094.625000 Penalty: 4270.989258
	Iteration 52Q: 3 clusters Score -642094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -642100.625000 Penalty: 4270.989258
	Iteration 53Q: 3 clusters Score -642100.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -642104.687500 Penalty: 4270.989258
	Iteration 54Q: 3 clusters Score -642104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -642107.375000 Penalty: 4270.989258
	Iteration 55Q: 3 clusters Score -642107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -642108.312500 Penalty: 4270.989258
	Iteration 56Q: 3 clusters Score -642108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -642108.437500 Penalty: 4270.989258
	Iteration 57Q: 3 clusters Score -642108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -642111.750000 Penalty: 4270.989258
	Iteration 58Q: 3 clusters Score -642111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -642113.187500 Penalty: 4270.989258
	Iteration 59Q: 3 clusters Score -642113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -642113.187500 Penalty: 4270.989258
	Iteration 60F: 3 clusters Score -642113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -642114.125000 Penalty: 4270.989258
	Iteration 61Q: 3 clusters Score -642114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -642113.750000 Penalty: 4270.989258
	Iteration 62Q: 3 clusters Score -642113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -642114.312500 Penalty: 4270.989258
	Iteration 63Q: 3 clusters Score -642114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -642115.937500 Penalty: 4270.989258
	Iteration 64Q: 3 clusters Score -642115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -642117.250000 Penalty: 4270.989258
	Iteration 65Q: 3 clusters Score -642117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -642117.937500 Penalty: 4270.989258
	Iteration 66Q: 3 clusters Score -642117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -642117.937500 Penalty: 4270.989258
	Iteration 67F: 3 clusters Score -642117.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Entering Unmasked Estep 
Score: -1867699.000000 Penalty: 2410.868896
	Iteration 0F: 2 clusters Score -1867699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1855758.625000 Penalty: 4821.737793
	Iteration 0F: 3 clusters Score -1855759 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1859627.500000 Penalty: 4821.737793
	Iteration 1F: 3 clusters Score -1859628 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1860058.500000 Penalty: 4821.737793
	Iteration 2F: 3 clusters Score -1860058 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1860443.000000 Penalty: 4821.737793
	Iteration 3F: 3 clusters Score -1860443 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1860782.125000 Penalty: 4821.737793
	Iteration 4Q: 3 clusters Score -1860782 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1861161.375000 Penalty: 4821.737793
	Iteration 5Q: 3 clusters Score -1861161 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1861613.000000 Penalty: 4821.737793
	Iteration 6Q: 3 clusters Score -1861613 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1862239.500000 Penalty: 4821.737793
	Iteration 7F: 3 clusters Score -1862240 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1863077.500000 Penalty: 4821.737793
	Iteration 8F: 3 clusters Score -1863078 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1863992.875000 Penalty: 4821.737793
	Iteration 9F: 3 clusters Score -1863993 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1864842.125000 Penalty: 4821.737793
	Iteration 10F: 3 clusters Score -1864842 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1865658.750000 Penalty: 4821.737793
	Iteration 11F: 3 clusters Score -1865659 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1866321.750000 Penalty: 4821.737793
	Iteration 12Q: 3 clusters Score -1866322 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1866731.875000 Penalty: 4821.737793
	Iteration 13Q: 3 clusters Score -1866732 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1867023.375000 Penalty: 4821.737793
	Iteration 14Q: 3 clusters Score -1867023 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1867235.250000 Penalty: 4821.737793
	Iteration 15Q: 3 clusters Score -1867235 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1867362.250000 Penalty: 4821.737793
	Iteration 16Q: 3 clusters Score -1867362 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1867454.625000 Penalty: 4821.737793
	Iteration 17Q: 3 clusters Score -1867455 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1867506.000000 Penalty: 4821.737793
	Iteration 18Q: 3 clusters Score -1867506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1867539.375000 Penalty: 4821.737793
	Iteration 19Q: 3 clusters Score -1867539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1867567.500000 Penalty: 4821.737793
	Iteration 20F: 3 clusters Score -1867568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1867584.875000 Penalty: 4821.737793
	Iteration 21Q: 3 clusters Score -1867585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1867597.250000 Penalty: 4821.737793
	Iteration 22Q: 3 clusters Score -1867597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1867613.000000 Penalty: 4821.737793
	Iteration 23Q: 3 clusters Score -1867613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1867616.625000 Penalty: 4821.737793
	Iteration 24Q: 3 clusters Score -1867617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1867628.500000 Penalty: 4821.737793
	Iteration 25Q: 3 clusters Score -1867628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1867639.875000 Penalty: 4821.737793
	Iteration 26Q: 3 clusters Score -1867640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1867640.250000 Penalty: 4821.737793
	Iteration 27Q: 3 clusters Score -1867640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1867653.375000 Penalty: 4821.737793
	Iteration 28Q: 3 clusters Score -1867653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1867654.500000 Penalty: 4821.737793
	Iteration 29Q: 3 clusters Score -1867654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1867662.625000 Penalty: 4821.737793
	Iteration 30Q: 3 clusters Score -1867663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1867666.250000 Penalty: 4821.737793
	Iteration 31Q: 3 clusters Score -1867666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1867668.250000 Penalty: 4821.737793
	Iteration 32Q: 3 clusters Score -1867668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1867667.500000 Penalty: 4821.737793
	Iteration 33Q: 3 clusters Score -1867668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1867671.625000 Penalty: 4821.737793
	Iteration 34Q: 3 clusters Score -1867672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1867677.875000 Penalty: 4821.737793
	Iteration 35Q: 3 clusters Score -1867678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1867679.750000 Penalty: 4821.737793
	Iteration 36Q: 3 clusters Score -1867680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1867684.000000 Penalty: 4821.737793
	Iteration 37Q: 3 clusters Score -1867684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1867688.375000 Penalty: 4821.737793
	Iteration 38Q: 3 clusters Score -1867688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1867685.750000 Penalty: 4821.737793
	Iteration 39Q: 3 clusters Score -1867686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1867685.250000 Penalty: 4821.737793
	Iteration 40F: 3 clusters Score -1867685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1867683.125000 Penalty: 4821.737793
	Iteration 41Q: 3 clusters Score -1867683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1867683.625000 Penalty: 4821.737793
	Iteration 42Q: 3 clusters Score -1867684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1867683.625000 Penalty: 4821.737793
	Iteration 43F: 3 clusters Score -1867684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -26841.640625 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -26841.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25646.626953 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -25646.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25721.779297 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -25721.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25742.031250 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -25742.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25754.523438 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -25754.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25780.373047 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -25780.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25788.648438 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -25788.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25790.039062 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -25790.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25791.191406 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -25791.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25791.191406 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -25791.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -114751.226562 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -114751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112836.484375 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -112836.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -113457.789062 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -113457.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113856.078125 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -113856.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -114070.476562 Penalty: 3465.336914
	Iteration 3F: 3 clusters Score -114070.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -114234.296875 Penalty: 3465.336914
	Iteration 4F: 3 clusters Score -114234.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -114534.179688 Penalty: 3465.336914
	Iteration 5F: 3 clusters Score -114534.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -115045.453125 Penalty: 3465.336914
	Iteration 6F: 3 clusters Score -115045.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -115597.406250 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -115597.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -115662.742188 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -115662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -115706.148438 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -115706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -115709.523438 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -115709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -115709.523438 Penalty: 3465.336914
	Iteration 11F: 3 clusters Score -115709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167568 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165586 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113443 members 
Mstep: Class 12 contains 258754 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25995 members 
Mstep: Class 17 contains 81531 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22236 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26407 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47896 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73262 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16668 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 832 members 
Entering Unmasked Estep 
Score: -205570208.000000 Penalty: 132088.375000
Splitting cluster 32 changes total score from -205571136.000000 to -205570208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Entering Unmasked Estep 
Score: -1778834.000000 Penalty: 2394.986572
	Iteration 0F: 2 clusters Score -1778834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1767569.625000 Penalty: 4789.973145
	Iteration 0F: 3 clusters Score -1767570 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1771248.375000 Penalty: 4789.973145
	Iteration 1F: 3 clusters Score -1771248 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1771705.625000 Penalty: 4789.973145
	Iteration 2F: 3 clusters Score -1771706 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1772059.250000 Penalty: 4789.973145
	Iteration 3F: 3 clusters Score -1772059 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1772379.750000 Penalty: 4789.973145
	Iteration 4Q: 3 clusters Score -1772380 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1772714.625000 Penalty: 4789.973145
	Iteration 5Q: 3 clusters Score -1772715 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1773053.750000 Penalty: 4789.973145
	Iteration 6Q: 3 clusters Score -1773054 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1773415.375000 Penalty: 4789.973145
	Iteration 7Q: 3 clusters Score -1773415 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1773779.250000 Penalty: 4789.973145
	Iteration 8Q: 3 clusters Score -1773779 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1774102.375000 Penalty: 4789.973145
	Iteration 9Q: 3 clusters Score -1774102 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1774442.500000 Penalty: 4789.973145
	Iteration 10Q: 3 clusters Score -1774442 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1774763.375000 Penalty: 4789.973145
	Iteration 11Q: 3 clusters Score -1774763 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1775070.250000 Penalty: 4789.973145
	Iteration 12Q: 3 clusters Score -1775070 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1775366.125000 Penalty: 4789.973145
	Iteration 13Q: 3 clusters Score -1775366 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1775611.250000 Penalty: 4789.973145
	Iteration 14Q: 3 clusters Score -1775611 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1775824.000000 Penalty: 4789.973145
	Iteration 15Q: 3 clusters Score -1775824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1776024.875000 Penalty: 4789.973145
	Iteration 16Q: 3 clusters Score -1776025 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1776182.625000 Penalty: 4789.973145
	Iteration 17Q: 3 clusters Score -1776183 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1776328.625000 Penalty: 4789.973145
	Iteration 18Q: 3 clusters Score -1776329 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1776460.125000 Penalty: 4789.973145
	Iteration 19Q: 3 clusters Score -1776460 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1776595.375000 Penalty: 4789.973145
	Iteration 20F: 3 clusters Score -1776595 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1776689.000000 Penalty: 4789.973145
	Iteration 21Q: 3 clusters Score -1776689 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1776782.250000 Penalty: 4789.973145
	Iteration 22Q: 3 clusters Score -1776782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1776884.875000 Penalty: 4789.973145
	Iteration 23Q: 3 clusters Score -1776885 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1776985.500000 Penalty: 4789.973145
	Iteration 24Q: 3 clusters Score -1776986 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1777076.250000 Penalty: 4789.973145
	Iteration 25Q: 3 clusters Score -1777076 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1777151.375000 Penalty: 4789.973145
	Iteration 26Q: 3 clusters Score -1777151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1777213.000000 Penalty: 4789.973145
	Iteration 27Q: 3 clusters Score -1777213 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1777268.500000 Penalty: 4789.973145
	Iteration 28Q: 3 clusters Score -1777268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1777312.000000 Penalty: 4789.973145
	Iteration 29Q: 3 clusters Score -1777312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1777339.875000 Penalty: 4789.973145
	Iteration 30Q: 3 clusters Score -1777340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1777364.875000 Penalty: 4789.973145
	Iteration 31Q: 3 clusters Score -1777365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1777376.625000 Penalty: 4789.973145
	Iteration 32Q: 3 clusters Score -1777377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1777392.875000 Penalty: 4789.973145
	Iteration 33Q: 3 clusters Score -1777393 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1777411.000000 Penalty: 4789.973145
	Iteration 34Q: 3 clusters Score -1777411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1777436.000000 Penalty: 4789.973145
	Iteration 35Q: 3 clusters Score -1777436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1777450.750000 Penalty: 4789.973145
	Iteration 36Q: 3 clusters Score -1777451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1777460.000000 Penalty: 4789.973145
	Iteration 37Q: 3 clusters Score -1777460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1777471.625000 Penalty: 4789.973145
	Iteration 38Q: 3 clusters Score -1777472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1777485.250000 Penalty: 4789.973145
	Iteration 39Q: 3 clusters Score -1777485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1777487.250000 Penalty: 4789.973145
	Iteration 40F: 3 clusters Score -1777487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1777497.750000 Penalty: 4789.973145
	Iteration 41Q: 3 clusters Score -1777498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1777503.750000 Penalty: 4789.973145
	Iteration 42Q: 3 clusters Score -1777504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1777511.625000 Penalty: 4789.973145
	Iteration 43Q: 3 clusters Score -1777512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1777518.125000 Penalty: 4789.973145
	Iteration 44Q: 3 clusters Score -1777518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1777518.375000 Penalty: 4789.973145
	Iteration 45Q: 3 clusters Score -1777518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1777523.125000 Penalty: 4789.973145
	Iteration 46Q: 3 clusters Score -1777523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1777529.875000 Penalty: 4789.973145
	Iteration 47Q: 3 clusters Score -1777530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1777527.375000 Penalty: 4789.973145
	Iteration 48Q: 3 clusters Score -1777527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1777526.375000 Penalty: 4789.973145
	Iteration 49Q: 3 clusters Score -1777526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1777533.750000 Penalty: 4789.973145
	Iteration 50Q: 3 clusters Score -1777534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1777534.500000 Penalty: 4789.973145
	Iteration 51Q: 3 clusters Score -1777534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1777548.500000 Penalty: 4789.973145
	Iteration 52Q: 3 clusters Score -1777548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1777552.875000 Penalty: 4789.973145
	Iteration 53Q: 3 clusters Score -1777553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1777557.375000 Penalty: 4789.973145
	Iteration 54Q: 3 clusters Score -1777557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1777561.250000 Penalty: 4789.973145
	Iteration 55Q: 3 clusters Score -1777561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1777564.250000 Penalty: 4789.973145
	Iteration 56Q: 3 clusters Score -1777564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1777564.250000 Penalty: 4789.973145
	Iteration 57Q: 3 clusters Score -1777564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1777570.500000 Penalty: 4789.973145
	Iteration 58Q: 3 clusters Score -1777570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1777572.125000 Penalty: 4789.973145
	Iteration 59Q: 3 clusters Score -1777572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1777576.375000 Penalty: 4789.973145
	Iteration 60F: 3 clusters Score -1777576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1777577.125000 Penalty: 4789.973145
	Iteration 61Q: 3 clusters Score -1777577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1777577.125000 Penalty: 4789.973145
	Iteration 62Q: 3 clusters Score -1777577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1777578.625000 Penalty: 4789.973145
	Iteration 63Q: 3 clusters Score -1777579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1777579.625000 Penalty: 4789.973145
	Iteration 64Q: 3 clusters Score -1777580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1777576.500000 Penalty: 4789.973145
	Iteration 65Q: 3 clusters Score -1777576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1777579.375000 Penalty: 4789.973145
	Iteration 66Q: 3 clusters Score -1777579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1777584.375000 Penalty: 4789.973145
	Iteration 67Q: 3 clusters Score -1777584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1777582.875000 Penalty: 4789.973145
	Iteration 68Q: 3 clusters Score -1777583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1777585.250000 Penalty: 4789.973145
	Iteration 69Q: 3 clusters Score -1777585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1777588.000000 Penalty: 4789.973145
	Iteration 70Q: 3 clusters Score -1777588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1777585.250000 Penalty: 4789.973145
	Iteration 71Q: 3 clusters Score -1777585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1777586.875000 Penalty: 4789.973145
	Iteration 72Q: 3 clusters Score -1777587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1777592.250000 Penalty: 4789.973145
	Iteration 73Q: 3 clusters Score -1777592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1777592.250000 Penalty: 4789.973145
	Iteration 74Q: 3 clusters Score -1777592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1777595.125000 Penalty: 4789.973145
	Iteration 75Q: 3 clusters Score -1777595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1777595.625000 Penalty: 4789.973145
	Iteration 76Q: 3 clusters Score -1777596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1777596.125000 Penalty: 4789.973145
	Iteration 77Q: 3 clusters Score -1777596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1777597.750000 Penalty: 4789.973145
	Iteration 78Q: 3 clusters Score -1777598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1777597.625000 Penalty: 4789.973145
	Iteration 79Q: 3 clusters Score -1777598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1777596.000000 Penalty: 4789.973145
	Iteration 80F: 3 clusters Score -1777596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1777601.625000 Penalty: 4789.973145
	Iteration 81Q: 3 clusters Score -1777602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1777601.375000 Penalty: 4789.973145
	Iteration 82Q: 3 clusters Score -1777601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1777610.375000 Penalty: 4789.973145
	Iteration 83Q: 3 clusters Score -1777610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1777609.125000 Penalty: 4789.973145
	Iteration 84Q: 3 clusters Score -1777609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1777610.125000 Penalty: 4789.973145
	Iteration 85Q: 3 clusters Score -1777610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1777608.000000 Penalty: 4789.973145
	Iteration 86Q: 3 clusters Score -1777608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1777605.625000 Penalty: 4789.973145
	Iteration 87Q: 3 clusters Score -1777606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1777607.125000 Penalty: 4789.973145
	Iteration 88Q: 3 clusters Score -1777607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1777606.750000 Penalty: 4789.973145
	Iteration 89Q: 3 clusters Score -1777607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1777605.500000 Penalty: 4789.973145
	Iteration 90Q: 3 clusters Score -1777606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1777605.750000 Penalty: 4789.973145
	Iteration 91Q: 3 clusters Score -1777606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1777605.875000 Penalty: 4789.973145
	Iteration 92Q: 3 clusters Score -1777606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1777605.875000 Penalty: 4789.973145
	Iteration 93F: 3 clusters Score -1777606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Entering Unmasked Estep 
Score: -3281897.750000 Penalty: 2543.080078
	Iteration 0F: 2 clusters Score -3281898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3262245.000000 Penalty: 5086.160156
	Iteration 0F: 3 clusters Score -3262245 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3269136.500000 Penalty: 5086.160156
	Iteration 1F: 3 clusters Score -3269136 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3269655.250000 Penalty: 5086.160156
	Iteration 2F: 3 clusters Score -3269655 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3270117.000000 Penalty: 5086.160156
	Iteration 3Q: 3 clusters Score -3270117 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3270591.250000 Penalty: 5086.160156
	Iteration 4Q: 3 clusters Score -3270591 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3271112.500000 Penalty: 5086.160156
	Iteration 5Q: 3 clusters Score -3271112 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3271738.000000 Penalty: 5086.160156
	Iteration 6Q: 3 clusters Score -3271738 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3272495.250000 Penalty: 5086.160156
	Iteration 7Q: 3 clusters Score -3272495 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3273354.250000 Penalty: 5086.160156
	Iteration 8Q: 3 clusters Score -3273354 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3274237.000000 Penalty: 5086.160156
	Iteration 9Q: 3 clusters Score -3274237 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3275130.750000 Penalty: 5086.160156
	Iteration 10Q: 3 clusters Score -3275131 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3275978.000000 Penalty: 5086.160156
	Iteration 11Q: 3 clusters Score -3275978 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3276729.500000 Penalty: 5086.160156
	Iteration 12Q: 3 clusters Score -3276730 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3277395.250000 Penalty: 5086.160156
	Iteration 13Q: 3 clusters Score -3277395 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3278016.000000 Penalty: 5086.160156
	Iteration 14Q: 3 clusters Score -3278016 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3278456.250000 Penalty: 5086.160156
	Iteration 15Q: 3 clusters Score -3278456 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3278812.500000 Penalty: 5086.160156
	Iteration 16Q: 3 clusters Score -3278812 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3279061.250000 Penalty: 5086.160156
	Iteration 17Q: 3 clusters Score -3279061 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3279227.250000 Penalty: 5086.160156
	Iteration 18Q: 3 clusters Score -3279227 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3279358.500000 Penalty: 5086.160156
	Iteration 19Q: 3 clusters Score -3279358 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3279457.750000 Penalty: 5086.160156
	Iteration 20F: 3 clusters Score -3279458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3279532.250000 Penalty: 5086.160156
	Iteration 21Q: 3 clusters Score -3279532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3279581.000000 Penalty: 5086.160156
	Iteration 22Q: 3 clusters Score -3279581 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3279639.250000 Penalty: 5086.160156
	Iteration 23Q: 3 clusters Score -3279639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3279673.000000 Penalty: 5086.160156
	Iteration 24Q: 3 clusters Score -3279673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3279697.500000 Penalty: 5086.160156
	Iteration 25Q: 3 clusters Score -3279698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3279709.250000 Penalty: 5086.160156
	Iteration 26Q: 3 clusters Score -3279709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3279725.500000 Penalty: 5086.160156
	Iteration 27Q: 3 clusters Score -3279726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3279738.000000 Penalty: 5086.160156
	Iteration 28Q: 3 clusters Score -3279738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3279750.500000 Penalty: 5086.160156
	Iteration 29Q: 3 clusters Score -3279750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3279762.750000 Penalty: 5086.160156
	Iteration 30Q: 3 clusters Score -3279763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3279767.000000 Penalty: 5086.160156
	Iteration 31Q: 3 clusters Score -3279767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3279770.000000 Penalty: 5086.160156
	Iteration 32Q: 3 clusters Score -3279770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3279767.500000 Penalty: 5086.160156
	Iteration 33Q: 3 clusters Score -3279768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3279768.500000 Penalty: 5086.160156
	Iteration 34Q: 3 clusters Score -3279768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3279776.500000 Penalty: 5086.160156
	Iteration 35Q: 3 clusters Score -3279776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3279778.500000 Penalty: 5086.160156
	Iteration 36Q: 3 clusters Score -3279778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3279781.000000 Penalty: 5086.160156
	Iteration 37Q: 3 clusters Score -3279781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3279783.250000 Penalty: 5086.160156
	Iteration 38Q: 3 clusters Score -3279783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3279789.500000 Penalty: 5086.160156
	Iteration 39Q: 3 clusters Score -3279790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3279794.750000 Penalty: 5086.160156
	Iteration 40F: 3 clusters Score -3279795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3279794.000000 Penalty: 5086.160156
	Iteration 41Q: 3 clusters Score -3279794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3279792.750000 Penalty: 5086.160156
	Iteration 42Q: 3 clusters Score -3279793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3279797.250000 Penalty: 5086.160156
	Iteration 43Q: 3 clusters Score -3279797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3279796.500000 Penalty: 5086.160156
	Iteration 44Q: 3 clusters Score -3279796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3279797.250000 Penalty: 5086.160156
	Iteration 45Q: 3 clusters Score -3279797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3279797.250000 Penalty: 5086.160156
	Iteration 46F: 3 clusters Score -3279797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Entering Unmasked Estep 
Score: -1445230.125000 Penalty: 2347.373291
	Iteration 0F: 2 clusters Score -1445230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1435736.875000 Penalty: 4694.746582
	Iteration 0F: 3 clusters Score -1435737 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1438787.875000 Penalty: 4694.746582
	Iteration 1F: 3 clusters Score -1438788 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1439170.375000 Penalty: 4694.746582
	Iteration 2F: 3 clusters Score -1439170 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1439478.875000 Penalty: 4694.746582
	Iteration 3F: 3 clusters Score -1439479 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1439795.000000 Penalty: 4694.746582
	Iteration 4Q: 3 clusters Score -1439795 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1440126.625000 Penalty: 4694.746582
	Iteration 5Q: 3 clusters Score -1440127 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1440468.500000 Penalty: 4694.746582
	Iteration 6Q: 3 clusters Score -1440468 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1440880.625000 Penalty: 4694.746582
	Iteration 7Q: 3 clusters Score -1440881 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1441253.000000 Penalty: 4694.746582
	Iteration 8Q: 3 clusters Score -1441253 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1441605.500000 Penalty: 4694.746582
	Iteration 9Q: 3 clusters Score -1441606 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1441927.500000 Penalty: 4694.746582
	Iteration 10Q: 3 clusters Score -1441928 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1442225.750000 Penalty: 4694.746582
	Iteration 11Q: 3 clusters Score -1442226 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1442539.125000 Penalty: 4694.746582
	Iteration 12Q: 3 clusters Score -1442539 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1442826.500000 Penalty: 4694.746582
	Iteration 13Q: 3 clusters Score -1442826 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1443025.750000 Penalty: 4694.746582
	Iteration 14Q: 3 clusters Score -1443026 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1443174.500000 Penalty: 4694.746582
	Iteration 15Q: 3 clusters Score -1443174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1443284.375000 Penalty: 4694.746582
	Iteration 16Q: 3 clusters Score -1443284 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1443363.625000 Penalty: 4694.746582
	Iteration 17Q: 3 clusters Score -1443364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1443419.875000 Penalty: 4694.746582
	Iteration 18Q: 3 clusters Score -1443420 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1443457.750000 Penalty: 4694.746582
	Iteration 19Q: 3 clusters Score -1443458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1443483.625000 Penalty: 4694.746582
	Iteration 20F: 3 clusters Score -1443484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1443508.375000 Penalty: 4694.746582
	Iteration 21Q: 3 clusters Score -1443508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1443523.375000 Penalty: 4694.746582
	Iteration 22Q: 3 clusters Score -1443523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1443542.250000 Penalty: 4694.746582
	Iteration 23Q: 3 clusters Score -1443542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1443553.250000 Penalty: 4694.746582
	Iteration 24Q: 3 clusters Score -1443553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1443561.250000 Penalty: 4694.746582
	Iteration 25Q: 3 clusters Score -1443561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1443565.125000 Penalty: 4694.746582
	Iteration 26Q: 3 clusters Score -1443565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1443565.125000 Penalty: 4694.746582
	Iteration 27Q: 3 clusters Score -1443565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1443572.000000 Penalty: 4694.746582
	Iteration 28Q: 3 clusters Score -1443572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1443573.500000 Penalty: 4694.746582
	Iteration 29Q: 3 clusters Score -1443574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1443581.250000 Penalty: 4694.746582
	Iteration 30Q: 3 clusters Score -1443581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1443583.125000 Penalty: 4694.746582
	Iteration 31Q: 3 clusters Score -1443583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1443585.250000 Penalty: 4694.746582
	Iteration 32Q: 3 clusters Score -1443585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1443585.750000 Penalty: 4694.746582
	Iteration 33Q: 3 clusters Score -1443586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1443586.500000 Penalty: 4694.746582
	Iteration 34Q: 3 clusters Score -1443586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1443590.750000 Penalty: 4694.746582
	Iteration 35Q: 3 clusters Score -1443591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1443591.500000 Penalty: 4694.746582
	Iteration 36Q: 3 clusters Score -1443592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1443593.125000 Penalty: 4694.746582
	Iteration 37Q: 3 clusters Score -1443593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1443595.250000 Penalty: 4694.746582
	Iteration 38Q: 3 clusters Score -1443595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1443597.125000 Penalty: 4694.746582
	Iteration 39Q: 3 clusters Score -1443597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1443600.500000 Penalty: 4694.746582
	Iteration 40F: 3 clusters Score -1443600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1443603.125000 Penalty: 4694.746582
	Iteration 41Q: 3 clusters Score -1443603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1443605.000000 Penalty: 4694.746582
	Iteration 42Q: 3 clusters Score -1443605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1443608.000000 Penalty: 4694.746582
	Iteration 43Q: 3 clusters Score -1443608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1443606.750000 Penalty: 4694.746582
	Iteration 44Q: 3 clusters Score -1443607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1443606.625000 Penalty: 4694.746582
	Iteration 45Q: 3 clusters Score -1443607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1443603.250000 Penalty: 4694.746582
	Iteration 46Q: 3 clusters Score -1443603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1443603.875000 Penalty: 4694.746582
	Iteration 47Q: 3 clusters Score -1443604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1443607.500000 Penalty: 4694.746582
	Iteration 48Q: 3 clusters Score -1443608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1443608.750000 Penalty: 4694.746582
	Iteration 49Q: 3 clusters Score -1443609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1443607.875000 Penalty: 4694.746582
	Iteration 50Q: 3 clusters Score -1443608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1443611.500000 Penalty: 4694.746582
	Iteration 51Q: 3 clusters Score -1443612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1443611.500000 Penalty: 4694.746582
	Iteration 52F: 3 clusters Score -1443612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -94574.429688 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -94574.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92766.304688 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -92766.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93016.742188 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -93016.74 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93087.750000 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -93087.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93129.921875 Penalty: 3358.879883
	Iteration 3Q: 3 clusters Score -93129.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -93152.757812 Penalty: 3358.879883
	Iteration 4Q: 3 clusters Score -93152.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93175.093750 Penalty: 3358.879883
	Iteration 5Q: 3 clusters Score -93175.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93192.078125 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -93192.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93210.187500 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -93210.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93229.398438 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -93229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -93238.531250 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -93238.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93253.328125 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -93253.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93287.562500 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -93287.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -93302.554688 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -93302.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -93314.140625 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -93314.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93348.031250 Penalty: 3358.879883
	Iteration 14Q: 3 clusters Score -93348.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93396.226562 Penalty: 3358.879883
	Iteration 15Q: 3 clusters Score -93396.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -93447.453125 Penalty: 3358.879883
	Iteration 16Q: 3 clusters Score -93447.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93481.484375 Penalty: 3358.879883
	Iteration 17Q: 3 clusters Score -93481.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93508.015625 Penalty: 3358.879883
	Iteration 18Q: 3 clusters Score -93508.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -93530.812500 Penalty: 3358.879883
	Iteration 19Q: 3 clusters Score -93530.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -93533.562500 Penalty: 3358.879883
	Iteration 20F: 3 clusters Score -93533.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93540.414062 Penalty: 3358.879883
	Iteration 21Q: 3 clusters Score -93540.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93544.742188 Penalty: 3358.879883
	Iteration 22Q: 3 clusters Score -93544.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -93546.445312 Penalty: 3358.879883
	Iteration 23Q: 3 clusters Score -93546.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93548.429688 Penalty: 3358.879883
	Iteration 24Q: 3 clusters Score -93548.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93548.429688 Penalty: 3358.879883
	Iteration 25F: 3 clusters Score -93548.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167568 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165586 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113443 members 
Mstep: Class 12 contains 258754 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25995 members 
Mstep: Class 17 contains 81531 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22236 members 
Mstep: Class 22 contains 172553 members 
Mstep: Class 23 contains 26407 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47896 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73262 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16668 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571152.000000 Penalty: 128518.421875
Iteration 479Q: 37 clusters Score -2.055712e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167561 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39650 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165589 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113437 members 
Mstep: Class 12 contains 258759 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25993 members 
Mstep: Class 17 contains 81532 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22233 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47896 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73269 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16667 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571200.000000 Penalty: 128518.421875
Iteration 480F: 37 clusters Score -2.055712e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167559 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39651 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165584 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113435 members 
Mstep: Class 12 contains 258764 members 
Mstep: Class 13 contains 32621 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25988 members 
Mstep: Class 17 contains 81533 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22232 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47902 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73273 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16667 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571072.000000 Penalty: 128518.421875
Iteration 481Q: 37 clusters Score -2.055711e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167568 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39653 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165566 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113429 members 
Mstep: Class 12 contains 258760 members 
Mstep: Class 13 contains 32621 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25987 members 
Mstep: Class 17 contains 81534 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22230 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47907 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73282 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16667 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12903 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570992.000000 Penalty: 128518.421875
Iteration 482Q: 37 clusters Score -2.05571e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167572 members 
Mstep: Class 4 contains 44857 members 
Mstep: Class 5 contains 39653 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165551 members 
Mstep: Class 9 contains 111294 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113428 members 
Mstep: Class 12 contains 258758 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 171821 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25984 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47913 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73288 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16668 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12901 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571072.000000 Penalty: 128518.421875
Iteration 483Q: 37 clusters Score -2.055711e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167576 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 39651 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165546 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113428 members 
Mstep: Class 12 contains 258759 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25983 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26403 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47916 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73290 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16670 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571008.000000 Penalty: 128518.421875
Iteration 484Q: 37 clusters Score -2.05571e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167579 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39651 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165546 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113427 members 
Mstep: Class 12 contains 258756 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25984 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26401 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47918 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73293 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16669 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570928.000000 Penalty: 128518.421875
Iteration 485Q: 37 clusters Score -2.055709e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167581 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39651 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165539 members 
Mstep: Class 9 contains 111293 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113427 members 
Mstep: Class 12 contains 258756 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25984 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26403 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47919 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73295 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16670 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570912.000000 Penalty: 128518.421875
Iteration 486Q: 37 clusters Score -2.055709e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167592 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39651 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165525 members 
Mstep: Class 9 contains 111292 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113426 members 
Mstep: Class 12 contains 258754 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25984 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26403 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47921 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73298 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16673 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571024.000000 Penalty: 128518.421875
Iteration 487Q: 37 clusters Score -2.05571e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167590 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39650 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165518 members 
Mstep: Class 9 contains 111291 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113426 members 
Mstep: Class 12 contains 258756 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 25984 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26402 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47925 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73303 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16673 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571024.000000 Penalty: 128518.421875
Iteration 488Q: 37 clusters Score -2.05571e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167592 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39650 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165507 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113426 members 
Mstep: Class 12 contains 258757 members 
Mstep: Class 13 contains 32621 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26401 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47929 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73308 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16675 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571088.000000 Penalty: 128518.421875
Iteration 489Q: 37 clusters Score -2.055711e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167592 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39648 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165503 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113427 members 
Mstep: Class 12 contains 258757 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26400 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47931 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73312 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16675 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571072.000000 Penalty: 128518.421875
Iteration 490Q: 37 clusters Score -2.055711e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167597 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39647 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165493 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113429 members 
Mstep: Class 12 contains 258758 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22228 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26399 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47929 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73315 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16675 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571040.000000 Penalty: 128518.421875
Iteration 491Q: 37 clusters Score -2.05571e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167597 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165491 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113428 members 
Mstep: Class 12 contains 258757 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22227 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26398 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47931 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73313 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16675 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571104.000000 Penalty: 128518.421875
Iteration 492Q: 37 clusters Score -2.055711e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 167594 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165482 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113429 members 
Mstep: Class 12 contains 258757 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 171822 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26399 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47937 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73314 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16676 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15637 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571152.000000 Penalty: 128518.421875
Iteration 493Q: 37 clusters Score -2.055712e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167596 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 15387 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165474 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113429 members 
Mstep: Class 12 contains 258755 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 171820 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172547 members 
Mstep: Class 23 contains 26399 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47942 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73315 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16676 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12898 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571088.000000 Penalty: 128518.421875
Iteration 494Q: 37 clusters Score -2.055711e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167602 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 15386 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165464 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113430 members 
Mstep: Class 12 contains 258751 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21022 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172548 members 
Mstep: Class 23 contains 26400 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47948 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73316 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5491 members 
Mstep: Class 30 contains 16677 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12899 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571056.000000 Penalty: 128518.421875
Iteration 495Q: 37 clusters Score -2.055711e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167603 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 15387 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165447 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113431 members 
Mstep: Class 12 contains 258749 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21022 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26403 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47953 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73319 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5492 members 
Mstep: Class 30 contains 16678 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12900 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571056.000000 Penalty: 128518.421875
Iteration 496Q: 37 clusters Score -2.055711e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167603 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 15387 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165441 members 
Mstep: Class 9 contains 111291 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113430 members 
Mstep: Class 12 contains 258747 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21022 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47957 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73325 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16679 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12901 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571152.000000 Penalty: 128518.421875
Iteration 497Q: 37 clusters Score -2.055712e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167605 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 15386 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165437 members 
Mstep: Class 9 contains 111291 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113430 members 
Mstep: Class 12 contains 258745 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171819 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21021 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172549 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 47959 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73328 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16679 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15642 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12901 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571216.000000 Penalty: 128518.421875
Iteration 498Q: 37 clusters Score -2.055712e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167602 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39650 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165437 members 
Mstep: Class 9 contains 111291 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113430 members 
Mstep: Class 12 contains 258739 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 171818 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 25985 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21020 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172551 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47961 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73333 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16681 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571216.000000 Penalty: 128518.421875
Iteration 499Q: 37 clusters Score -2.055712e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 167603 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 39650 members 
Mstep: Class 6 contains 15386 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 165430 members 
Mstep: Class 9 contains 111290 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 113430 members 
Mstep: Class 12 contains 258740 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 171817 members 
Mstep: Class 15 contains 17078 members 
Mstep: Class 16 contains 25986 members 
Mstep: Class 17 contains 81536 members 
Mstep: Class 18 contains 21020 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 22226 members 
Mstep: Class 22 contains 172550 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 47963 members 
Mstep: Class 26 contains 8272 members 
Mstep: Class 27 contains 73335 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 16684 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 15640 members 
Mstep: Class 34 contains 28406 members 
Mstep: Class 35 contains 12902 members 
Mstep: Class 36 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571248.000000 Penalty: 128518.421875
Iteration 500F: 37 clusters Score -2.055712e+08 nChanged 23
Maximum iterations exceeded
--- Evaluating fit on full set of 5355296 points ---
Entering Unmasked Estep 
Score: -638454720.000000 Penalty: 138326.828125
24->37 Clusters: Score -638454720.000000, best is -638937920.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1785098 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 74534 members 
Mstep: Class 3 contains 74818 members 
Mstep: Class 4 contains 74609 members 
Mstep: Class 5 contains 74558 members 
Mstep: Class 6 contains 74711 members 
Mstep: Class 7 contains 74907 members 
Mstep: Class 8 contains 74373 members 
Mstep: Class 9 contains 74003 members 
Mstep: Class 10 contains 74583 members 
Mstep: Class 11 contains 74281 members 
Mstep: Class 12 contains 74224 members 
Mstep: Class 13 contains 74187 members 
Mstep: Class 14 contains 74336 members 
Mstep: Class 15 contains 74630 members 
Mstep: Class 16 contains 74319 members 
Mstep: Class 17 contains 73931 members 
Mstep: Class 18 contains 74582 members 
Mstep: Class 19 contains 73962 members 
Mstep: Class 20 contains 74413 members 
Mstep: Class 21 contains 74181 members 
Mstep: Class 22 contains 73818 members 
Mstep: Class 23 contains 74303 members 
Mstep: Class 24 contains 74185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 736.392090 but Gain 3569.953125
Score: -196674432.000000 Penalty: 82108.992188
Iteration 0F: 24 clusters Score -1.966744e+08 nChanged 1703838
Entering Unmasked Mstep 
Mstep: Class 0 contains 2588 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 56797 members 
Mstep: Class 3 contains 101820 members 
Mstep: Class 4 contains 85824 members 
Mstep: Class 5 contains 47236 members 
Mstep: Class 6 contains 124190 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 81484 members 
Mstep: Class 9 contains 212962 members 
Mstep: Class 10 contains 113266 members 
Mstep: Class 11 contains 36025 members 
Mstep: Class 12 contains 81214 members 
Mstep: Class 13 contains 43970 members 
Mstep: Class 14 contains 97293 members 
Mstep: Class 15 contains 27758 members 
Mstep: Class 16 contains 31716 members 
Mstep: Class 17 contains 19234 members 
Mstep: Class 18 contains 96521 members 
Mstep: Class 19 contains 98629 members 
Mstep: Class 21 contains 145713 members 
Mstep: Class 22 contains 33278 members 
Mstep: Class 23 contains 26190 members 
Mstep: Class 24 contains 98462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -201201376.000000 Penalty: 82108.992188
Iteration 1F: 24 clusters Score -2.012014e+08 nChanged 693546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2173 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 64670 members 
Mstep: Class 3 contains 144765 members 
Mstep: Class 4 contains 87378 members 
Mstep: Class 5 contains 42252 members 
Mstep: Class 6 contains 114769 members 
Mstep: Class 7 contains 19455 members 
Mstep: Class 8 contains 85546 members 
Mstep: Class 9 contains 238221 members 
Mstep: Class 10 contains 128416 members 
Mstep: Class 11 contains 19596 members 
Mstep: Class 12 contains 91281 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 95001 members 
Mstep: Class 15 contains 18014 members 
Mstep: Class 16 contains 21705 members 
Mstep: Class 17 contains 22845 members 
Mstep: Class 18 contains 116716 members 
Mstep: Class 19 contains 90856 members 
Mstep: Class 21 contains 119179 members 
Mstep: Class 22 contains 24339 members 
Mstep: Class 23 contains 24277 members 
Mstep: Class 24 contains 94744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -202650320.000000 Penalty: 82108.992188
Iteration 2F: 24 clusters Score -2.026503e+08 nChanged 528142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1442 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 65819 members 
Mstep: Class 3 contains 197436 members 
Mstep: Class 4 contains 96128 members 
Mstep: Class 5 contains 35609 members 
Mstep: Class 6 contains 88725 members 
Mstep: Class 7 contains 10435 members 
Mstep: Class 8 contains 78087 members 
Mstep: Class 9 contains 239058 members 
Mstep: Class 10 contains 122965 members 
Mstep: Class 11 contains 12996 members 
Mstep: Class 12 contains 104749 members 
Mstep: Class 13 contains 18428 members 
Mstep: Class 14 contains 85458 members 
Mstep: Class 15 contains 13702 members 
Mstep: Class 16 contains 22910 members 
Mstep: Class 17 contains 35965 members 
Mstep: Class 18 contains 122985 members 
Mstep: Class 19 contains 99074 members 
Mstep: Class 21 contains 103061 members 
Mstep: Class 22 contains 20188 members 
Mstep: Class 23 contains 22267 members 
Mstep: Class 24 contains 91178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -203515120.000000 Penalty: 82108.992188
Iteration 3F: 24 clusters Score -2.035151e+08 nChanged 393432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1271 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 58793 members 
Mstep: Class 3 contains 244814 members 
Mstep: Class 4 contains 114370 members 
Mstep: Class 5 contains 30123 members 
Mstep: Class 6 contains 71852 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 67988 members 
Mstep: Class 9 contains 213476 members 
Mstep: Class 10 contains 113215 members 
Mstep: Class 11 contains 11409 members 
Mstep: Class 12 contains 118624 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 78496 members 
Mstep: Class 15 contains 11934 members 
Mstep: Class 16 contains 24475 members 
Mstep: Class 17 contains 46266 members 
Mstep: Class 18 contains 110800 members 
Mstep: Class 19 contains 109437 members 
Mstep: Class 21 contains 95363 members 
Mstep: Class 22 contains 19691 members 
Mstep: Class 23 contains 20290 members 
Mstep: Class 24 contains 94146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204054592.000000 Penalty: 82108.992188
Iteration 4F: 24 clusters Score -2.040546e+08 nChanged 293772
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 132641 members 
Mstep: Class 2 contains 46132 members 
Mstep: Class 3 contains 270340 members 
Mstep: Class 4 contains 138531 members 
Mstep: Class 5 contains 26619 members 
Mstep: Class 6 contains 63785 members 
Mstep: Class 7 contains 6762 members 
Mstep: Class 8 contains 63870 members 
Mstep: Class 9 contains 185723 members 
Mstep: Class 10 contains 110085 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 130869 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 73508 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 23342 members 
Mstep: Class 17 contains 52658 members 
Mstep: Class 18 contains 88581 members 
Mstep: Class 19 contains 116658 members 
Mstep: Class 21 contains 88822 members 
Mstep: Class 22 contains 20435 members 
Mstep: Class 23 contains 21009 members 
Mstep: Class 24 contains 93656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204435200.000000 Penalty: 82108.992188
Iteration 5F: 24 clusters Score -2.044352e+08 nChanged 230511
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 34049 members 
Mstep: Class 3 contains 279963 members 
Mstep: Class 4 contains 162618 members 
Mstep: Class 5 contains 24415 members 
Mstep: Class 6 contains 57076 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 65375 members 
Mstep: Class 9 contains 163535 members 
Mstep: Class 10 contains 109621 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 141684 members 
Mstep: Class 13 contains 7898 members 
Mstep: Class 14 contains 70404 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 23259 members 
Mstep: Class 17 contains 57470 members 
Mstep: Class 18 contains 65275 members 
Mstep: Class 19 contains 122647 members 
Mstep: Class 21 contains 81391 members 
Mstep: Class 22 contains 21459 members 
Mstep: Class 23 contains 23508 members 
Mstep: Class 24 contains 87276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204706624.000000 Penalty: 82108.992188
Iteration 6F: 24 clusters Score -2.047066e+08 nChanged 186520
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 26925 members 
Mstep: Class 3 contains 281904 members 
Mstep: Class 4 contains 182643 members 
Mstep: Class 5 contains 22790 members 
Mstep: Class 6 contains 50094 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 69943 members 
Mstep: Class 9 contains 147158 members 
Mstep: Class 10 contains 107373 members 
Mstep: Class 11 contains 13977 members 
Mstep: Class 12 contains 151896 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 70032 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 22947 members 
Mstep: Class 17 contains 62152 members 
Mstep: Class 18 contains 48030 members 
Mstep: Class 19 contains 126380 members 
Mstep: Class 21 contains 74005 members 
Mstep: Class 22 contains 22404 members 
Mstep: Class 23 contains 26078 members 
Mstep: Class 24 contains 79848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204875040.000000 Penalty: 82108.992188
Iteration 7F: 24 clusters Score -2.04875e+08 nChanged 151082
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 178235 members 
Mstep: Class 2 contains 23854 members 
Mstep: Class 3 contains 280342 members 
Mstep: Class 4 contains 194845 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 5132 members 
Mstep: Class 8 contains 76987 members 
Mstep: Class 9 contains 135218 members 
Mstep: Class 10 contains 102991 members 
Mstep: Class 11 contains 14692 members 
Mstep: Class 12 contains 161060 members 
Mstep: Class 13 contains 13171 members 
Mstep: Class 14 contains 72637 members 
Mstep: Class 15 contains 12746 members 
Mstep: Class 16 contains 22434 members 
Mstep: Class 17 contains 66019 members 
Mstep: Class 18 contains 38200 members 
Mstep: Class 19 contains 130209 members 
Mstep: Class 21 contains 66300 members 
Mstep: Class 22 contains 23365 members 
Mstep: Class 23 contains 27969 members 
Mstep: Class 24 contains 73545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204980144.000000 Penalty: 82108.992188
Iteration 8F: 24 clusters Score -2.049801e+08 nChanged 123412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 182392 members 
Mstep: Class 2 contains 22822 members 
Mstep: Class 3 contains 277217 members 
Mstep: Class 4 contains 200475 members 
Mstep: Class 5 contains 19992 members 
Mstep: Class 6 contains 39310 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 85424 members 
Mstep: Class 9 contains 126752 members 
Mstep: Class 10 contains 97289 members 
Mstep: Class 11 contains 14869 members 
Mstep: Class 12 contains 168642 members 
Mstep: Class 13 contains 15337 members 
Mstep: Class 14 contains 76245 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 21909 members 
Mstep: Class 17 contains 68760 members 
Mstep: Class 18 contains 32859 members 
Mstep: Class 19 contains 135817 members 
Mstep: Class 21 contains 58866 members 
Mstep: Class 22 contains 24114 members 
Mstep: Class 23 contains 29041 members 
Mstep: Class 24 contains 68512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205053280.000000 Penalty: 82108.992188
Iteration 9F: 24 clusters Score -2.050533e+08 nChanged 103152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184780 members 
Mstep: Class 2 contains 22863 members 
Mstep: Class 3 contains 273092 members 
Mstep: Class 4 contains 201770 members 
Mstep: Class 5 contains 19017 members 
Mstep: Class 6 contains 36178 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 94684 members 
Mstep: Class 9 contains 121180 members 
Mstep: Class 10 contains 90496 members 
Mstep: Class 11 contains 14516 members 
Mstep: Class 12 contains 174861 members 
Mstep: Class 13 contains 17331 members 
Mstep: Class 14 contains 80055 members 
Mstep: Class 15 contains 14128 members 
Mstep: Class 16 contains 21430 members 
Mstep: Class 17 contains 70394 members 
Mstep: Class 18 contains 29633 members 
Mstep: Class 19 contains 142785 members 
Mstep: Class 21 contains 52103 members 
Mstep: Class 22 contains 24699 members 
Mstep: Class 23 contains 29479 members 
Mstep: Class 24 contains 64370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205106336.000000 Penalty: 82108.992188
Iteration 10F: 24 clusters Score -2.051063e+08 nChanged 87676
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186353 members 
Mstep: Class 2 contains 23224 members 
Mstep: Class 3 contains 268798 members 
Mstep: Class 4 contains 200520 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 6 contains 34269 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 104549 members 
Mstep: Class 9 contains 118414 members 
Mstep: Class 10 contains 82957 members 
Mstep: Class 11 contains 13862 members 
Mstep: Class 12 contains 179700 members 
Mstep: Class 13 contains 19139 members 
Mstep: Class 14 contains 83551 members 
Mstep: Class 15 contains 15149 members 
Mstep: Class 16 contains 20818 members 
Mstep: Class 17 contains 71199 members 
Mstep: Class 18 contains 27408 members 
Mstep: Class 19 contains 149902 members 
Mstep: Class 21 contains 46637 members 
Mstep: Class 22 contains 25009 members 
Mstep: Class 23 contains 29108 members 
Mstep: Class 24 contains 60806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205148560.000000 Penalty: 82108.992188
Iteration 11Q: 24 clusters Score -2.051486e+08 nChanged 76364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187490 members 
Mstep: Class 2 contains 23752 members 
Mstep: Class 3 contains 264340 members 
Mstep: Class 4 contains 197761 members 
Mstep: Class 5 contains 17917 members 
Mstep: Class 6 contains 33362 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 114834 members 
Mstep: Class 9 contains 117904 members 
Mstep: Class 10 contains 74875 members 
Mstep: Class 11 contains 13164 members 
Mstep: Class 12 contains 183270 members 
Mstep: Class 13 contains 20736 members 
Mstep: Class 14 contains 86557 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 16 contains 20178 members 
Mstep: Class 17 contains 71229 members 
Mstep: Class 18 contains 25944 members 
Mstep: Class 19 contains 157270 members 
Mstep: Class 21 contains 42418 members 
Mstep: Class 22 contains 25235 members 
Mstep: Class 23 contains 28269 members 
Mstep: Class 24 contains 57442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205185616.000000 Penalty: 82108.992188
Iteration 12Q: 24 clusters Score -2.051856e+08 nChanged 67788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 24213 members 
Mstep: Class 3 contains 260052 members 
Mstep: Class 4 contains 193832 members 
Mstep: Class 5 contains 17413 members 
Mstep: Class 6 contains 33306 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 125523 members 
Mstep: Class 9 contains 119821 members 
Mstep: Class 10 contains 66350 members 
Mstep: Class 11 contains 12427 members 
Mstep: Class 12 contains 185822 members 
Mstep: Class 13 contains 22169 members 
Mstep: Class 14 contains 88881 members 
Mstep: Class 15 contains 16409 members 
Mstep: Class 16 contains 19525 members 
Mstep: Class 17 contains 70431 members 
Mstep: Class 18 contains 25093 members 
Mstep: Class 19 contains 164288 members 
Mstep: Class 21 contains 39397 members 
Mstep: Class 22 contains 25437 members 
Mstep: Class 23 contains 27169 members 
Mstep: Class 24 contains 54028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205216576.000000 Penalty: 82108.992188
Iteration 13Q: 24 clusters Score -2.052166e+08 nChanged 61572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 188905 members 
Mstep: Class 2 contains 24571 members 
Mstep: Class 3 contains 256003 members 
Mstep: Class 4 contains 189110 members 
Mstep: Class 5 contains 16926 members 
Mstep: Class 6 contains 33901 members 
Mstep: Class 7 contains 5159 members 
Mstep: Class 8 contains 136388 members 
Mstep: Class 9 contains 122890 members 
Mstep: Class 10 contains 58256 members 
Mstep: Class 11 contains 11834 members 
Mstep: Class 12 contains 187396 members 
Mstep: Class 13 contains 23459 members 
Mstep: Class 14 contains 90509 members 
Mstep: Class 15 contains 16707 members 
Mstep: Class 16 contains 18802 members 
Mstep: Class 17 contains 69130 members 
Mstep: Class 18 contains 24676 members 
Mstep: Class 19 contains 171002 members 
Mstep: Class 21 contains 37364 members 
Mstep: Class 22 contains 25549 members 
Mstep: Class 23 contains 25974 members 
Mstep: Class 24 contains 50573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205245488.000000 Penalty: 82108.992188
Iteration 14Q: 24 clusters Score -2.052455e+08 nChanged 55974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189438 members 
Mstep: Class 2 contains 24741 members 
Mstep: Class 3 contains 252197 members 
Mstep: Class 4 contains 183608 members 
Mstep: Class 5 contains 16386 members 
Mstep: Class 6 contains 34914 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 147377 members 
Mstep: Class 9 contains 126050 members 
Mstep: Class 10 contains 51844 members 
Mstep: Class 11 contains 11364 members 
Mstep: Class 12 contains 188284 members 
Mstep: Class 13 contains 24616 members 
Mstep: Class 14 contains 91441 members 
Mstep: Class 15 contains 16854 members 
Mstep: Class 16 contains 18173 members 
Mstep: Class 17 contains 67271 members 
Mstep: Class 18 contains 24509 members 
Mstep: Class 19 contains 177082 members 
Mstep: Class 21 contains 35877 members 
Mstep: Class 22 contains 25663 members 
Mstep: Class 23 contains 25249 members 
Mstep: Class 24 contains 47106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205271408.000000 Penalty: 82108.992188
Iteration 15Q: 24 clusters Score -2.052714e+08 nChanged 51323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189872 members 
Mstep: Class 2 contains 24711 members 
Mstep: Class 3 contains 248639 members 
Mstep: Class 4 contains 176935 members 
Mstep: Class 5 contains 15894 members 
Mstep: Class 6 contains 36071 members 
Mstep: Class 7 contains 4921 members 
Mstep: Class 8 contains 158900 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 47729 members 
Mstep: Class 11 contains 10908 members 
Mstep: Class 12 contains 188736 members 
Mstep: Class 13 contains 25600 members 
Mstep: Class 14 contains 91620 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 16 contains 17555 members 
Mstep: Class 17 contains 65117 members 
Mstep: Class 18 contains 24473 members 
Mstep: Class 19 contains 182761 members 
Mstep: Class 21 contains 34807 members 
Mstep: Class 22 contains 25778 members 
Mstep: Class 23 contains 25126 members 
Mstep: Class 24 contains 43766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205295008.000000 Penalty: 82108.992188
Iteration 16Q: 24 clusters Score -2.05295e+08 nChanged 48588
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190126 members 
Mstep: Class 2 contains 24518 members 
Mstep: Class 3 contains 245351 members 
Mstep: Class 4 contains 168713 members 
Mstep: Class 5 contains 15453 members 
Mstep: Class 6 contains 37080 members 
Mstep: Class 7 contains 4860 members 
Mstep: Class 8 contains 171587 members 
Mstep: Class 9 contains 129514 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 188882 members 
Mstep: Class 13 contains 26484 members 
Mstep: Class 14 contains 91177 members 
Mstep: Class 15 contains 16928 members 
Mstep: Class 16 contains 16877 members 
Mstep: Class 17 contains 62690 members 
Mstep: Class 18 contains 24730 members 
Mstep: Class 19 contains 187746 members 
Mstep: Class 21 contains 34041 members 
Mstep: Class 22 contains 25826 members 
Mstep: Class 23 contains 25317 members 
Mstep: Class 24 contains 40989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205317120.000000 Penalty: 82108.992188
Iteration 17Q: 24 clusters Score -2.053171e+08 nChanged 46171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190234 members 
Mstep: Class 2 contains 24285 members 
Mstep: Class 3 contains 242229 members 
Mstep: Class 4 contains 159210 members 
Mstep: Class 5 contains 15022 members 
Mstep: Class 6 contains 38077 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 8 contains 185036 members 
Mstep: Class 9 contains 130276 members 
Mstep: Class 10 contains 45082 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 188765 members 
Mstep: Class 13 contains 27291 members 
Mstep: Class 14 contains 90441 members 
Mstep: Class 15 contains 16909 members 
Mstep: Class 16 contains 16154 members 
Mstep: Class 17 contains 60306 members 
Mstep: Class 18 contains 25170 members 
Mstep: Class 19 contains 192232 members 
Mstep: Class 21 contains 33311 members 
Mstep: Class 22 contains 25862 members 
Mstep: Class 23 contains 25629 members 
Mstep: Class 24 contains 38727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205331664.000000 Penalty: 82108.992188
Iteration 18Q: 24 clusters Score -2.053317e+08 nChanged 42020
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190203 members 
Mstep: Class 2 contains 24138 members 
Mstep: Class 3 contains 239376 members 
Mstep: Class 4 contains 150215 members 
Mstep: Class 5 contains 14675 members 
Mstep: Class 6 contains 39033 members 
Mstep: Class 7 contains 4818 members 
Mstep: Class 8 contains 197321 members 
Mstep: Class 9 contains 130634 members 
Mstep: Class 10 contains 45130 members 
Mstep: Class 11 contains 9646 members 
Mstep: Class 12 contains 188481 members 
Mstep: Class 13 contains 28011 members 
Mstep: Class 14 contains 89507 members 
Mstep: Class 15 contains 16879 members 
Mstep: Class 16 contains 15468 members 
Mstep: Class 17 contains 57851 members 
Mstep: Class 18 contains 25823 members 
Mstep: Class 19 contains 196188 members 
Mstep: Class 21 contains 32742 members 
Mstep: Class 22 contains 25844 members 
Mstep: Class 23 contains 25989 members 
Mstep: Class 24 contains 37113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205341408.000000 Penalty: 82108.992188
Iteration 19Q: 24 clusters Score -2.053414e+08 nChanged 37684
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190141 members 
Mstep: Class 2 contains 23961 members 
Mstep: Class 3 contains 236547 members 
Mstep: Class 4 contains 142726 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 40143 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 207580 members 
Mstep: Class 9 contains 130741 members 
Mstep: Class 10 contains 45663 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 188164 members 
Mstep: Class 13 contains 28616 members 
Mstep: Class 14 contains 88536 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 14812 members 
Mstep: Class 17 contains 55282 members 
Mstep: Class 18 contains 26680 members 
Mstep: Class 19 contains 199848 members 
Mstep: Class 21 contains 32331 members 
Mstep: Class 22 contains 25847 members 
Mstep: Class 23 contains 26272 members 
Mstep: Class 24 contains 35888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205349040.000000 Penalty: 82108.992188
Iteration 20F: 24 clusters Score -2.05349e+08 nChanged 35575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190051 members 
Mstep: Class 2 contains 23815 members 
Mstep: Class 3 contains 233726 members 
Mstep: Class 4 contains 137005 members 
Mstep: Class 5 contains 14097 members 
Mstep: Class 6 contains 41226 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 215759 members 
Mstep: Class 9 contains 130648 members 
Mstep: Class 10 contains 46463 members 
Mstep: Class 11 contains 9615 members 
Mstep: Class 12 contains 187831 members 
Mstep: Class 13 contains 29157 members 
Mstep: Class 14 contains 87514 members 
Mstep: Class 15 contains 16781 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 52720 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 203089 members 
Mstep: Class 21 contains 32152 members 
Mstep: Class 22 contains 25802 members 
Mstep: Class 23 contains 26470 members 
Mstep: Class 24 contains 35026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205354928.000000 Penalty: 82108.992188
Iteration 21Q: 24 clusters Score -2.053549e+08 nChanged 32583
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 189917 members 
Mstep: Class 2 contains 23774 members 
Mstep: Class 3 contains 230954 members 
Mstep: Class 4 contains 132571 members 
Mstep: Class 5 contains 13925 members 
Mstep: Class 6 contains 42257 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 221849 members 
Mstep: Class 9 contains 130469 members 
Mstep: Class 10 contains 47755 members 
Mstep: Class 11 contains 9404 members 
Mstep: Class 12 contains 187635 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 86335 members 
Mstep: Class 15 contains 16704 members 
Mstep: Class 16 contains 13725 members 
Mstep: Class 17 contains 50415 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 19 contains 206191 members 
Mstep: Class 21 contains 32037 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 26620 members 
Mstep: Class 24 contains 34429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205357552.000000 Penalty: 82108.992188
Iteration 22Q: 24 clusters Score -2.053576e+08 nChanged 29386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 189728 members 
Mstep: Class 2 contains 23784 members 
Mstep: Class 3 contains 228219 members 
Mstep: Class 4 contains 129632 members 
Mstep: Class 5 contains 13735 members 
Mstep: Class 6 contains 43182 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 225865 members 
Mstep: Class 9 contains 130193 members 
Mstep: Class 10 contains 49419 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 187549 members 
Mstep: Class 13 contains 29949 members 
Mstep: Class 14 contains 85153 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 13326 members 
Mstep: Class 17 contains 48339 members 
Mstep: Class 18 contains 29950 members 
Mstep: Class 19 contains 209087 members 
Mstep: Class 21 contains 32011 members 
Mstep: Class 22 contains 25930 members 
Mstep: Class 23 contains 26741 members 
Mstep: Class 24 contains 34050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205363056.000000 Penalty: 82108.992188
Iteration 23Q: 24 clusters Score -2.053631e+08 nChanged 26517
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 189477 members 
Mstep: Class 2 contains 23744 members 
Mstep: Class 3 contains 225605 members 
Mstep: Class 4 contains 127994 members 
Mstep: Class 5 contains 13557 members 
Mstep: Class 6 contains 43972 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 228257 members 
Mstep: Class 9 contains 129875 members 
Mstep: Class 10 contains 51393 members 
Mstep: Class 11 contains 8259 members 
Mstep: Class 12 contains 187530 members 
Mstep: Class 13 contains 30313 members 
Mstep: Class 14 contains 84007 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 12997 members 
Mstep: Class 17 contains 46382 members 
Mstep: Class 18 contains 31184 members 
Mstep: Class 19 contains 211621 members 
Mstep: Class 21 contains 32018 members 
Mstep: Class 22 contains 26007 members 
Mstep: Class 23 contains 26827 members 
Mstep: Class 24 contains 33821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205365392.000000 Penalty: 82108.992188
Iteration 24Q: 24 clusters Score -2.053654e+08 nChanged 24076
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 189114 members 
Mstep: Class 2 contains 23768 members 
Mstep: Class 3 contains 223002 members 
Mstep: Class 4 contains 127290 members 
Mstep: Class 5 contains 13379 members 
Mstep: Class 6 contains 44621 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 229629 members 
Mstep: Class 9 contains 129537 members 
Mstep: Class 10 contains 53531 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 187474 members 
Mstep: Class 13 contains 30618 members 
Mstep: Class 14 contains 82891 members 
Mstep: Class 15 contains 16533 members 
Mstep: Class 16 contains 12693 members 
Mstep: Class 17 contains 44707 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 213852 members 
Mstep: Class 21 contains 32030 members 
Mstep: Class 22 contains 26049 members 
Mstep: Class 23 contains 26826 members 
Mstep: Class 24 contains 33614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205369104.000000 Penalty: 82108.992188
Iteration 25Q: 24 clusters Score -2.053691e+08 nChanged 22135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 188684 members 
Mstep: Class 2 contains 23765 members 
Mstep: Class 3 contains 220433 members 
Mstep: Class 4 contains 127370 members 
Mstep: Class 5 contains 13237 members 
Mstep: Class 6 contains 45235 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 229972 members 
Mstep: Class 9 contains 129207 members 
Mstep: Class 10 contains 55824 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 187423 members 
Mstep: Class 13 contains 30823 members 
Mstep: Class 14 contains 81750 members 
Mstep: Class 15 contains 16464 members 
Mstep: Class 16 contains 12375 members 
Mstep: Class 17 contains 43279 members 
Mstep: Class 18 contains 34064 members 
Mstep: Class 19 contains 215827 members 
Mstep: Class 21 contains 32015 members 
Mstep: Class 22 contains 26145 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 33404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205371584.000000 Penalty: 82108.992188
Iteration 26Q: 24 clusters Score -2.053716e+08 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 188250 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 217941 members 
Mstep: Class 4 contains 127783 members 
Mstep: Class 5 contains 13093 members 
Mstep: Class 6 contains 45734 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 229639 members 
Mstep: Class 9 contains 128795 members 
Mstep: Class 10 contains 58322 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 12 contains 187395 members 
Mstep: Class 13 contains 31006 members 
Mstep: Class 14 contains 80559 members 
Mstep: Class 15 contains 16397 members 
Mstep: Class 16 contains 12105 members 
Mstep: Class 17 contains 42011 members 
Mstep: Class 18 contains 35713 members 
Mstep: Class 19 contains 217605 members 
Mstep: Class 21 contains 31984 members 
Mstep: Class 22 contains 26177 members 
Mstep: Class 23 contains 26672 members 
Mstep: Class 24 contains 33331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205374256.000000 Penalty: 82108.992188
Iteration 27Q: 24 clusters Score -2.053743e+08 nChanged 19374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 187768 members 
Mstep: Class 2 contains 23870 members 
Mstep: Class 3 contains 215535 members 
Mstep: Class 4 contains 128606 members 
Mstep: Class 5 contains 12966 members 
Mstep: Class 6 contains 46181 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 228808 members 
Mstep: Class 9 contains 128415 members 
Mstep: Class 10 contains 60967 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 187275 members 
Mstep: Class 13 contains 31141 members 
Mstep: Class 14 contains 79451 members 
Mstep: Class 15 contains 16376 members 
Mstep: Class 16 contains 11833 members 
Mstep: Class 17 contains 40925 members 
Mstep: Class 18 contains 37347 members 
Mstep: Class 19 contains 219125 members 
Mstep: Class 21 contains 31914 members 
Mstep: Class 22 contains 26168 members 
Mstep: Class 23 contains 26551 members 
Mstep: Class 24 contains 33264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205377632.000000 Penalty: 82108.992188
Iteration 28Q: 24 clusters Score -2.053776e+08 nChanged 18616
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 23987 members 
Mstep: Class 3 contains 213244 members 
Mstep: Class 4 contains 129636 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 227590 members 
Mstep: Class 9 contains 128058 members 
Mstep: Class 10 contains 63737 members 
Mstep: Class 11 contains 6854 members 
Mstep: Class 12 contains 187157 members 
Mstep: Class 13 contains 31262 members 
Mstep: Class 14 contains 78354 members 
Mstep: Class 15 contains 16315 members 
Mstep: Class 16 contains 11577 members 
Mstep: Class 17 contains 40025 members 
Mstep: Class 18 contains 39020 members 
Mstep: Class 19 contains 220448 members 
Mstep: Class 21 contains 31841 members 
Mstep: Class 22 contains 26153 members 
Mstep: Class 23 contains 26379 members 
Mstep: Class 24 contains 33184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205381056.000000 Penalty: 82108.992188
Iteration 29Q: 24 clusters Score -2.053811e+08 nChanged 17824
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 186746 members 
Mstep: Class 2 contains 24111 members 
Mstep: Class 3 contains 210931 members 
Mstep: Class 4 contains 130886 members 
Mstep: Class 5 contains 12627 members 
Mstep: Class 6 contains 46911 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 226089 members 
Mstep: Class 9 contains 127777 members 
Mstep: Class 10 contains 66688 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 186939 members 
Mstep: Class 13 contains 31353 members 
Mstep: Class 14 contains 77239 members 
Mstep: Class 15 contains 16262 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 39297 members 
Mstep: Class 18 contains 40691 members 
Mstep: Class 19 contains 221681 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 26100 members 
Mstep: Class 23 contains 26183 members 
Mstep: Class 24 contains 33115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205386368.000000 Penalty: 82108.992188
Iteration 30Q: 24 clusters Score -2.053864e+08 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 186207 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 208589 members 
Mstep: Class 4 contains 132286 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 47203 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 224471 members 
Mstep: Class 9 contains 127524 members 
Mstep: Class 10 contains 69732 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 186757 members 
Mstep: Class 13 contains 31400 members 
Mstep: Class 14 contains 76087 members 
Mstep: Class 15 contains 16228 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 38693 members 
Mstep: Class 18 contains 42318 members 
Mstep: Class 19 contains 222799 members 
Mstep: Class 21 contains 31713 members 
Mstep: Class 22 contains 26042 members 
Mstep: Class 23 contains 25961 members 
Mstep: Class 24 contains 33046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205390048.000000 Penalty: 82108.992188
Iteration 31Q: 24 clusters Score -2.0539e+08 nChanged 16578
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 185652 members 
Mstep: Class 2 contains 24238 members 
Mstep: Class 3 contains 206420 members 
Mstep: Class 4 contains 133758 members 
Mstep: Class 5 contains 12278 members 
Mstep: Class 6 contains 47439 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 222693 members 
Mstep: Class 9 contains 127275 members 
Mstep: Class 10 contains 72844 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 186544 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 75002 members 
Mstep: Class 15 contains 16199 members 
Mstep: Class 16 contains 10838 members 
Mstep: Class 17 contains 38260 members 
Mstep: Class 18 contains 43818 members 
Mstep: Class 19 contains 223751 members 
Mstep: Class 21 contains 31588 members 
Mstep: Class 22 contains 26030 members 
Mstep: Class 23 contains 25759 members 
Mstep: Class 24 contains 33004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205392800.000000 Penalty: 82108.992188
Iteration 32Q: 24 clusters Score -2.053928e+08 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 185085 members 
Mstep: Class 2 contains 24297 members 
Mstep: Class 3 contains 204312 members 
Mstep: Class 4 contains 135274 members 
Mstep: Class 5 contains 12101 members 
Mstep: Class 6 contains 47636 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 220742 members 
Mstep: Class 9 contains 127083 members 
Mstep: Class 10 contains 75985 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 186341 members 
Mstep: Class 13 contains 31449 members 
Mstep: Class 14 contains 74003 members 
Mstep: Class 15 contains 16173 members 
Mstep: Class 16 contains 10627 members 
Mstep: Class 17 contains 37922 members 
Mstep: Class 18 contains 45252 members 
Mstep: Class 19 contains 224604 members 
Mstep: Class 21 contains 31493 members 
Mstep: Class 22 contains 25978 members 
Mstep: Class 23 contains 25534 members 
Mstep: Class 24 contains 32933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205395760.000000 Penalty: 82108.992188
Iteration 33Q: 24 clusters Score -2.053958e+08 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 184516 members 
Mstep: Class 2 contains 24407 members 
Mstep: Class 3 contains 202310 members 
Mstep: Class 4 contains 136664 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 47831 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 218770 members 
Mstep: Class 9 contains 126911 members 
Mstep: Class 10 contains 79196 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 186108 members 
Mstep: Class 13 contains 31453 members 
Mstep: Class 14 contains 72984 members 
Mstep: Class 15 contains 16149 members 
Mstep: Class 16 contains 10428 members 
Mstep: Class 17 contains 37748 members 
Mstep: Class 18 contains 46614 members 
Mstep: Class 19 contains 225445 members 
Mstep: Class 21 contains 31360 members 
Mstep: Class 22 contains 25922 members 
Mstep: Class 23 contains 25259 members 
Mstep: Class 24 contains 32825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205400112.000000 Penalty: 82108.992188
Iteration 34Q: 24 clusters Score -2.054001e+08 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 183895 members 
Mstep: Class 2 contains 24461 members 
Mstep: Class 3 contains 200459 members 
Mstep: Class 4 contains 138085 members 
Mstep: Class 5 contains 11827 members 
Mstep: Class 6 contains 48004 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 216880 members 
Mstep: Class 9 contains 126793 members 
Mstep: Class 10 contains 82330 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 185866 members 
Mstep: Class 13 contains 31459 members 
Mstep: Class 14 contains 71963 members 
Mstep: Class 15 contains 16106 members 
Mstep: Class 16 contains 10238 members 
Mstep: Class 17 contains 37649 members 
Mstep: Class 18 contains 47832 members 
Mstep: Class 19 contains 226156 members 
Mstep: Class 21 contains 31236 members 
Mstep: Class 22 contains 25865 members 
Mstep: Class 23 contains 25021 members 
Mstep: Class 24 contains 32730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205403808.000000 Penalty: 82108.992188
Iteration 35Q: 24 clusters Score -2.054038e+08 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 24478 members 
Mstep: Class 3 contains 198669 members 
Mstep: Class 4 contains 139341 members 
Mstep: Class 5 contains 11692 members 
Mstep: Class 6 contains 48175 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 215220 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 85368 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 185680 members 
Mstep: Class 13 contains 31446 members 
Mstep: Class 14 contains 70907 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 10058 members 
Mstep: Class 17 contains 37540 members 
Mstep: Class 18 contains 48980 members 
Mstep: Class 19 contains 226874 members 
Mstep: Class 21 contains 31116 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 24793 members 
Mstep: Class 24 contains 32609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205407184.000000 Penalty: 82108.992188
Iteration 36Q: 24 clusters Score -2.054072e+08 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 182601 members 
Mstep: Class 2 contains 24557 members 
Mstep: Class 3 contains 197066 members 
Mstep: Class 4 contains 140383 members 
Mstep: Class 5 contains 11561 members 
Mstep: Class 6 contains 48332 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 213691 members 
Mstep: Class 9 contains 126653 members 
Mstep: Class 10 contains 88191 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 185472 members 
Mstep: Class 13 contains 31419 members 
Mstep: Class 14 contains 69914 members 
Mstep: Class 15 contains 16033 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 17 contains 37535 members 
Mstep: Class 18 contains 50128 members 
Mstep: Class 19 contains 227510 members 
Mstep: Class 21 contains 31021 members 
Mstep: Class 22 contains 25836 members 
Mstep: Class 23 contains 24570 members 
Mstep: Class 24 contains 32503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205410256.000000 Penalty: 82108.992188
Iteration 37Q: 24 clusters Score -2.054103e+08 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 182009 members 
Mstep: Class 2 contains 24643 members 
Mstep: Class 3 contains 195622 members 
Mstep: Class 4 contains 141270 members 
Mstep: Class 5 contains 11424 members 
Mstep: Class 6 contains 48456 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 212318 members 
Mstep: Class 9 contains 126650 members 
Mstep: Class 10 contains 90922 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 185178 members 
Mstep: Class 13 contains 31402 members 
Mstep: Class 14 contains 69025 members 
Mstep: Class 15 contains 15992 members 
Mstep: Class 16 contains 9752 members 
Mstep: Class 17 contains 37518 members 
Mstep: Class 18 contains 51148 members 
Mstep: Class 19 contains 228041 members 
Mstep: Class 21 contains 30947 members 
Mstep: Class 22 contains 25829 members 
Mstep: Class 23 contains 24337 members 
Mstep: Class 24 contains 32395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205413088.000000 Penalty: 82108.992188
Iteration 38Q: 24 clusters Score -2.054131e+08 nChanged 11270
Entering ConstructFrom: 
Score: -205413088.000000 Penalty: 82108.992188
Entering ConstructFrom: 
Trying to split cluster 1 (181433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181433 members 
Entering Unmasked Estep 
Score: -21906048.000000 Penalty: 3002.943115
	Iteration 0F: 2 clusters Score -2.190605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -21796884.000000 Penalty: 6005.886230
	Iteration 0F: 3 clusters Score -2.179688e+07 nChanged 87062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -21847972.000000 Penalty: 6005.886230
	Iteration 1F: 3 clusters Score -2.184797e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -21849608.000000 Penalty: 6005.886230
	Iteration 2Q: 3 clusters Score -2.184961e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -21852154.000000 Penalty: 6005.886230
	Iteration 3Q: 3 clusters Score -2.185215e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -21856044.000000 Penalty: 6005.886230
	Iteration 4Q: 3 clusters Score -2.185604e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107552 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -21861638.000000 Penalty: 6005.886230
	Iteration 5F: 3 clusters Score -2.186164e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -21868284.000000 Penalty: 6005.886230
	Iteration 6F: 3 clusters Score -2.186828e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123774 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -21875400.000000 Penalty: 6005.886230
	Iteration 7F: 3 clusters Score -2.18754e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132390 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -21881720.000000 Penalty: 6005.886230
	Iteration 8F: 3 clusters Score -2.188172e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140782 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -21887682.000000 Penalty: 6005.886230
	Iteration 9F: 3 clusters Score -2.188768e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149026 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -21892270.000000 Penalty: 6005.886230
	Iteration 10Q: 3 clusters Score -2.189227e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -21895498.000000 Penalty: 6005.886230
	Iteration 11Q: 3 clusters Score -2.18955e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -21897890.000000 Penalty: 6005.886230
	Iteration 12Q: 3 clusters Score -2.189789e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -21899422.000000 Penalty: 6005.886230
	Iteration 13Q: 3 clusters Score -2.189942e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173207 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -21900696.000000 Penalty: 6005.886230
	Iteration 14Q: 3 clusters Score -2.19007e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176118 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -21901780.000000 Penalty: 6005.886230
	Iteration 15Q: 3 clusters Score -2.190178e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -21902466.000000 Penalty: 6005.886230
	Iteration 16Q: 3 clusters Score -2.190247e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179157 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21902936.000000 Penalty: 6005.886230
	Iteration 17Q: 3 clusters Score -2.190294e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179747 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21903146.000000 Penalty: 6005.886230
	Iteration 18Q: 3 clusters Score -2.190315e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21903378.000000 Penalty: 6005.886230
	Iteration 19Q: 3 clusters Score -2.190338e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21903528.000000 Penalty: 6005.886230
	Iteration 20F: 3 clusters Score -2.190353e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180443 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21903610.000000 Penalty: 6005.886230
	Iteration 21Q: 3 clusters Score -2.190361e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21903702.000000 Penalty: 6005.886230
	Iteration 22Q: 3 clusters Score -2.19037e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180586 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21903714.000000 Penalty: 6005.886230
	Iteration 23Q: 3 clusters Score -2.190371e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21903742.000000 Penalty: 6005.886230
	Iteration 24Q: 3 clusters Score -2.190374e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180651 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -21903746.000000 Penalty: 6005.886230
	Iteration 25Q: 3 clusters Score -2.190375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180675 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21903776.000000 Penalty: 6005.886230
	Iteration 26Q: 3 clusters Score -2.190378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180701 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21903820.000000 Penalty: 6005.886230
	Iteration 27Q: 3 clusters Score -2.190382e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180716 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21903868.000000 Penalty: 6005.886230
	Iteration 28Q: 3 clusters Score -2.190387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180731 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -21903892.000000 Penalty: 6005.886230
	Iteration 29Q: 3 clusters Score -2.190389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180745 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21903886.000000 Penalty: 6005.886230
	Iteration 30Q: 3 clusters Score -2.190389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180750 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21903904.000000 Penalty: 6005.886230
	Iteration 31Q: 3 clusters Score -2.19039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180759 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21903896.000000 Penalty: 6005.886230
	Iteration 32Q: 3 clusters Score -2.19039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180763 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21903908.000000 Penalty: 6005.886230
	Iteration 33Q: 3 clusters Score -2.190391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180778 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21903918.000000 Penalty: 6005.886230
	Iteration 34Q: 3 clusters Score -2.190392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180782 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21903908.000000 Penalty: 6005.886230
	Iteration 35Q: 3 clusters Score -2.190391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180783 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21903908.000000 Penalty: 6005.886230
	Iteration 36Q: 3 clusters Score -2.190391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180786 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21903926.000000 Penalty: 6005.886230
	Iteration 37Q: 3 clusters Score -2.190393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180789 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21903922.000000 Penalty: 6005.886230
	Iteration 38Q: 3 clusters Score -2.190392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180791 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21903906.000000 Penalty: 6005.886230
	Iteration 39Q: 3 clusters Score -2.190391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180794 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -21903920.000000 Penalty: 6005.886230
	Iteration 40F: 3 clusters Score -2.190392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180799 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21903928.000000 Penalty: 6005.886230
	Iteration 41Q: 3 clusters Score -2.190393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180803 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21903922.000000 Penalty: 6005.886230
	Iteration 42Q: 3 clusters Score -2.190392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21903926.000000 Penalty: 6005.886230
	Iteration 43Q: 3 clusters Score -2.190393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180812 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21903948.000000 Penalty: 6005.886230
	Iteration 44Q: 3 clusters Score -2.190395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180811 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21903930.000000 Penalty: 6005.886230
	Iteration 45Q: 3 clusters Score -2.190393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180811 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21903948.000000 Penalty: 6005.886230
	Iteration 46Q: 3 clusters Score -2.190395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180811 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21903948.000000 Penalty: 6005.886230
	Iteration 47F: 3 clusters Score -2.190395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Entering Unmasked Estep 
Score: -2826412.250000 Penalty: 2508.591064
	Iteration 0F: 2 clusters Score -2826412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2809183.000000 Penalty: 5017.182129
	Iteration 0F: 3 clusters Score -2809183 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2815431.500000 Penalty: 5017.182129
	Iteration 1F: 3 clusters Score -2815432 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2816119.750000 Penalty: 5017.182129
	Iteration 2F: 3 clusters Score -2816120 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2816928.250000 Penalty: 5017.182129
	Iteration 3F: 3 clusters Score -2816928 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2817929.750000 Penalty: 5017.182129
	Iteration 4F: 3 clusters Score -2817930 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2818985.000000 Penalty: 5017.182129
	Iteration 5F: 3 clusters Score -2818985 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2820086.250000 Penalty: 5017.182129
	Iteration 6F: 3 clusters Score -2820086 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2821155.750000 Penalty: 5017.182129
	Iteration 7F: 3 clusters Score -2821156 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2822033.250000 Penalty: 5017.182129
	Iteration 8F: 3 clusters Score -2822033 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2822750.250000 Penalty: 5017.182129
	Iteration 9Q: 3 clusters Score -2822750 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2823243.250000 Penalty: 5017.182129
	Iteration 10Q: 3 clusters Score -2823243 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2823574.500000 Penalty: 5017.182129
	Iteration 11Q: 3 clusters Score -2823574 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2823847.750000 Penalty: 5017.182129
	Iteration 12Q: 3 clusters Score -2823848 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2824085.750000 Penalty: 5017.182129
	Iteration 13Q: 3 clusters Score -2824086 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2824315.000000 Penalty: 5017.182129
	Iteration 14Q: 3 clusters Score -2824315 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2824546.250000 Penalty: 5017.182129
	Iteration 15Q: 3 clusters Score -2824546 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2824837.000000 Penalty: 5017.182129
	Iteration 16Q: 3 clusters Score -2824837 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2825140.750000 Penalty: 5017.182129
	Iteration 17Q: 3 clusters Score -2825141 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2825494.500000 Penalty: 5017.182129
	Iteration 18Q: 3 clusters Score -2825494 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2825821.750000 Penalty: 5017.182129
	Iteration 19Q: 3 clusters Score -2825822 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2826057.250000 Penalty: 5017.182129
	Iteration 20F: 3 clusters Score -2826057 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2826200.250000 Penalty: 5017.182129
	Iteration 21Q: 3 clusters Score -2826200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2826296.750000 Penalty: 5017.182129
	Iteration 22Q: 3 clusters Score -2826297 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2826336.750000 Penalty: 5017.182129
	Iteration 23Q: 3 clusters Score -2826337 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2826366.250000 Penalty: 5017.182129
	Iteration 24Q: 3 clusters Score -2826366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2826395.500000 Penalty: 5017.182129
	Iteration 25Q: 3 clusters Score -2826396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2826410.000000 Penalty: 5017.182129
	Iteration 26Q: 3 clusters Score -2826410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2826424.000000 Penalty: 5017.182129
	Iteration 27Q: 3 clusters Score -2826424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2826431.750000 Penalty: 5017.182129
	Iteration 28Q: 3 clusters Score -2826432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2826435.000000 Penalty: 5017.182129
	Iteration 29Q: 3 clusters Score -2826435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2826439.500000 Penalty: 5017.182129
	Iteration 30Q: 3 clusters Score -2826440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2826439.000000 Penalty: 5017.182129
	Iteration 31Q: 3 clusters Score -2826439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2826436.500000 Penalty: 5017.182129
	Iteration 32Q: 3 clusters Score -2826436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2826436.500000 Penalty: 5017.182129
	Iteration 33Q: 3 clusters Score -2826436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2826438.000000 Penalty: 5017.182129
	Iteration 34Q: 3 clusters Score -2826438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2826441.000000 Penalty: 5017.182129
	Iteration 35Q: 3 clusters Score -2826441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2826440.250000 Penalty: 5017.182129
	Iteration 36Q: 3 clusters Score -2826440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2826440.500000 Penalty: 5017.182129
	Iteration 37Q: 3 clusters Score -2826440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2826440.750000 Penalty: 5017.182129
	Iteration 38Q: 3 clusters Score -2826441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2826441.000000 Penalty: 5017.182129
	Iteration 39Q: 3 clusters Score -2826441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2826439.000000 Penalty: 5017.182129
	Iteration 40F: 3 clusters Score -2826439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2826438.250000 Penalty: 5017.182129
	Iteration 41Q: 3 clusters Score -2826438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2826437.750000 Penalty: 5017.182129
	Iteration 42Q: 3 clusters Score -2826438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2826435.000000 Penalty: 5017.182129
	Iteration 43Q: 3 clusters Score -2826435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2826436.750000 Penalty: 5017.182129
	Iteration 44Q: 3 clusters Score -2826437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2826440.000000 Penalty: 5017.182129
	Iteration 45Q: 3 clusters Score -2826440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2826440.250000 Penalty: 5017.182129
	Iteration 46Q: 3 clusters Score -2826440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2826440.500000 Penalty: 5017.182129
	Iteration 47Q: 3 clusters Score -2826440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2826440.000000 Penalty: 5017.182129
	Iteration 48Q: 3 clusters Score -2826440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2826440.000000 Penalty: 5017.182129
	Iteration 49F: 3 clusters Score -2826440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 184783 members 
Mstep: Class 13 contains 31412 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Entering Unmasked Estep 
Score: -205413888.000000 Penalty: 85678.945312
Splitting cluster 2 changes total score from -205413088.000000 to -205413888.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (194466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194466 members 
Entering Unmasked Estep 
Score: -23279406.000000 Penalty: 3020.147217
	Iteration 0F: 2 clusters Score -2.327941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -23155682.000000 Penalty: 6040.294434
	Iteration 0F: 3 clusters Score -2.315568e+07 nChanged 93470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -23210574.000000 Penalty: 6040.294434
	Iteration 1F: 3 clusters Score -2.321057e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -23211976.000000 Penalty: 6040.294434
	Iteration 2Q: 3 clusters Score -2.321198e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -23213566.000000 Penalty: 6040.294434
	Iteration 3Q: 3 clusters Score -2.321357e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -23215570.000000 Penalty: 6040.294434
	Iteration 4Q: 3 clusters Score -2.321557e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -23218238.000000 Penalty: 6040.294434
	Iteration 5Q: 3 clusters Score -2.321824e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114326 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -23222084.000000 Penalty: 6040.294434
	Iteration 6Q: 3 clusters Score -2.322208e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121819 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -23227076.000000 Penalty: 6040.294434
	Iteration 7F: 3 clusters Score -2.322708e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131524 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -23234046.000000 Penalty: 6040.294434
	Iteration 8F: 3 clusters Score -2.323405e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142808 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -23242914.000000 Penalty: 6040.294434
	Iteration 9F: 3 clusters Score -2.324291e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -23252878.000000 Penalty: 6040.294434
	Iteration 10F: 3 clusters Score -2.325288e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -23260866.000000 Penalty: 6040.294434
	Iteration 11F: 3 clusters Score -2.326087e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171143 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -23266578.000000 Penalty: 6040.294434
	Iteration 12Q: 3 clusters Score -2.326658e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175676 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -23269892.000000 Penalty: 6040.294434
	Iteration 13Q: 3 clusters Score -2.326989e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -23271934.000000 Penalty: 6040.294434
	Iteration 14Q: 3 clusters Score -2.327193e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180665 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -23273562.000000 Penalty: 6040.294434
	Iteration 15Q: 3 clusters Score -2.327356e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182142 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -23274576.000000 Penalty: 6040.294434
	Iteration 16Q: 3 clusters Score -2.327458e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -23275316.000000 Penalty: 6040.294434
	Iteration 17Q: 3 clusters Score -2.327532e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183952 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -23275796.000000 Penalty: 6040.294434
	Iteration 18Q: 3 clusters Score -2.32758e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -23276096.000000 Penalty: 6040.294434
	Iteration 19Q: 3 clusters Score -2.32761e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185028 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -23276324.000000 Penalty: 6040.294434
	Iteration 20F: 3 clusters Score -2.327632e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185437 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -23276484.000000 Penalty: 6040.294434
	Iteration 21Q: 3 clusters Score -2.327648e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -23276658.000000 Penalty: 6040.294434
	Iteration 22Q: 3 clusters Score -2.327666e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186091 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -23276768.000000 Penalty: 6040.294434
	Iteration 23Q: 3 clusters Score -2.327677e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186376 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -23276908.000000 Penalty: 6040.294434
	Iteration 24Q: 3 clusters Score -2.327691e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186624 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -23276976.000000 Penalty: 6040.294434
	Iteration 25Q: 3 clusters Score -2.327698e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186846 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -23276948.000000 Penalty: 6040.294434
	Iteration 26Q: 3 clusters Score -2.327695e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -23277026.000000 Penalty: 6040.294434
	Iteration 27Q: 3 clusters Score -2.327703e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187268 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -23277040.000000 Penalty: 6040.294434
	Iteration 28Q: 3 clusters Score -2.327704e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187436 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -23277050.000000 Penalty: 6040.294434
	Iteration 29Q: 3 clusters Score -2.327705e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187597 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -23277090.000000 Penalty: 6040.294434
	Iteration 30Q: 3 clusters Score -2.327709e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187737 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -23277072.000000 Penalty: 6040.294434
	Iteration 31Q: 3 clusters Score -2.327707e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187832 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -23277066.000000 Penalty: 6040.294434
	Iteration 32Q: 3 clusters Score -2.327707e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -23277098.000000 Penalty: 6040.294434
	Iteration 33Q: 3 clusters Score -2.32771e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188042 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -23277148.000000 Penalty: 6040.294434
	Iteration 34Q: 3 clusters Score -2.327715e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -23277180.000000 Penalty: 6040.294434
	Iteration 35Q: 3 clusters Score -2.327718e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188204 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -23277220.000000 Penalty: 6040.294434
	Iteration 36Q: 3 clusters Score -2.327722e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188268 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -23277206.000000 Penalty: 6040.294434
	Iteration 37Q: 3 clusters Score -2.327721e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188321 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -23277224.000000 Penalty: 6040.294434
	Iteration 38Q: 3 clusters Score -2.327722e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188377 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -23277242.000000 Penalty: 6040.294434
	Iteration 39Q: 3 clusters Score -2.327724e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188420 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -23277242.000000 Penalty: 6040.294434
	Iteration 40F: 3 clusters Score -2.327724e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188455 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -23277260.000000 Penalty: 6040.294434
	Iteration 41Q: 3 clusters Score -2.327726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188488 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -23277250.000000 Penalty: 6040.294434
	Iteration 42Q: 3 clusters Score -2.327725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188509 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -23277248.000000 Penalty: 6040.294434
	Iteration 43Q: 3 clusters Score -2.327725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188526 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -23277238.000000 Penalty: 6040.294434
	Iteration 44Q: 3 clusters Score -2.327724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188546 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -23277214.000000 Penalty: 6040.294434
	Iteration 45Q: 3 clusters Score -2.327721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188570 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -23277232.000000 Penalty: 6040.294434
	Iteration 46Q: 3 clusters Score -2.327723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188586 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -23277228.000000 Penalty: 6040.294434
	Iteration 47Q: 3 clusters Score -2.327723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188608 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -23277256.000000 Penalty: 6040.294434
	Iteration 48Q: 3 clusters Score -2.327726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188625 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -23277264.000000 Penalty: 6040.294434
	Iteration 49Q: 3 clusters Score -2.327726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188648 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -23277250.000000 Penalty: 6040.294434
	Iteration 50Q: 3 clusters Score -2.327725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188671 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -23277266.000000 Penalty: 6040.294434
	Iteration 51Q: 3 clusters Score -2.327727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188699 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -23277270.000000 Penalty: 6040.294434
	Iteration 52Q: 3 clusters Score -2.327727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188728 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -23277244.000000 Penalty: 6040.294434
	Iteration 53Q: 3 clusters Score -2.327724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -23277262.000000 Penalty: 6040.294434
	Iteration 54Q: 3 clusters Score -2.327726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188797 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -23277284.000000 Penalty: 6040.294434
	Iteration 55Q: 3 clusters Score -2.327728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188835 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -23277282.000000 Penalty: 6040.294434
	Iteration 56Q: 3 clusters Score -2.327728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188872 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -23277298.000000 Penalty: 6040.294434
	Iteration 57Q: 3 clusters Score -2.32773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188897 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -23277294.000000 Penalty: 6040.294434
	Iteration 58Q: 3 clusters Score -2.327729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -23277296.000000 Penalty: 6040.294434
	Iteration 59Q: 3 clusters Score -2.32773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188954 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -23277288.000000 Penalty: 6040.294434
	Iteration 60F: 3 clusters Score -2.327729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188988 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -23277294.000000 Penalty: 6040.294434
	Iteration 61Q: 3 clusters Score -2.327729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189019 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -23277294.000000 Penalty: 6040.294434
	Iteration 62Q: 3 clusters Score -2.327729e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -23277298.000000 Penalty: 6040.294434
	Iteration 63Q: 3 clusters Score -2.32773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189054 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -23277310.000000 Penalty: 6040.294434
	Iteration 64Q: 3 clusters Score -2.327731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189063 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -23277310.000000 Penalty: 6040.294434
	Iteration 65Q: 3 clusters Score -2.327731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189078 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -23277314.000000 Penalty: 6040.294434
	Iteration 66Q: 3 clusters Score -2.327731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189089 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -23277298.000000 Penalty: 6040.294434
	Iteration 67Q: 3 clusters Score -2.32773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -23277292.000000 Penalty: 6040.294434
	Iteration 68Q: 3 clusters Score -2.327729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189110 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -23277306.000000 Penalty: 6040.294434
	Iteration 69Q: 3 clusters Score -2.327731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189121 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -23277320.000000 Penalty: 6040.294434
	Iteration 70Q: 3 clusters Score -2.327732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189132 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -23277302.000000 Penalty: 6040.294434
	Iteration 71Q: 3 clusters Score -2.32773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189146 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -23277280.000000 Penalty: 6040.294434
	Iteration 72Q: 3 clusters Score -2.327728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189158 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -23277290.000000 Penalty: 6040.294434
	Iteration 73Q: 3 clusters Score -2.327729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189168 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -23277302.000000 Penalty: 6040.294434
	Iteration 74Q: 3 clusters Score -2.32773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189181 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -23277304.000000 Penalty: 6040.294434
	Iteration 75Q: 3 clusters Score -2.32773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -23277312.000000 Penalty: 6040.294434
	Iteration 76Q: 3 clusters Score -2.327731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189203 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -23277298.000000 Penalty: 6040.294434
	Iteration 77Q: 3 clusters Score -2.32773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189213 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -23277306.000000 Penalty: 6040.294434
	Iteration 78Q: 3 clusters Score -2.327731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189225 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -23277308.000000 Penalty: 6040.294434
	Iteration 79Q: 3 clusters Score -2.327731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189243 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23277336.000000 Penalty: 6040.294434
	Iteration 80F: 3 clusters Score -2.327734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189263 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -23277340.000000 Penalty: 6040.294434
	Iteration 81Q: 3 clusters Score -2.327734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189298 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -23277336.000000 Penalty: 6040.294434
	Iteration 82Q: 3 clusters Score -2.327734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189323 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -23277330.000000 Penalty: 6040.294434
	Iteration 83Q: 3 clusters Score -2.327733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189343 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -23277310.000000 Penalty: 6040.294434
	Iteration 84Q: 3 clusters Score -2.327731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189362 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -23277294.000000 Penalty: 6040.294434
	Iteration 85Q: 3 clusters Score -2.327729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189376 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -23277282.000000 Penalty: 6040.294434
	Iteration 86Q: 3 clusters Score -2.327728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -23277262.000000 Penalty: 6040.294434
	Iteration 87Q: 3 clusters Score -2.327726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -23277284.000000 Penalty: 6040.294434
	Iteration 88Q: 3 clusters Score -2.327728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189400 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -23277276.000000 Penalty: 6040.294434
	Iteration 89Q: 3 clusters Score -2.327728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189406 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -23277296.000000 Penalty: 6040.294434
	Iteration 90Q: 3 clusters Score -2.32773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189411 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -23277304.000000 Penalty: 6040.294434
	Iteration 91Q: 3 clusters Score -2.32773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189412 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -23277294.000000 Penalty: 6040.294434
	Iteration 92Q: 3 clusters Score -2.327729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189417 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -23277286.000000 Penalty: 6040.294434
	Iteration 93Q: 3 clusters Score -2.327729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189423 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -23277296.000000 Penalty: 6040.294434
	Iteration 94Q: 3 clusters Score -2.32773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189427 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -23277290.000000 Penalty: 6040.294434
	Iteration 95Q: 3 clusters Score -2.327729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189430 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -23277292.000000 Penalty: 6040.294434
	Iteration 96Q: 3 clusters Score -2.327729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189438 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -23277296.000000 Penalty: 6040.294434
	Iteration 97Q: 3 clusters Score -2.32773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189440 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -23277288.000000 Penalty: 6040.294434
	Iteration 98Q: 3 clusters Score -2.327729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -23277280.000000 Penalty: 6040.294434
	Iteration 99Q: 3 clusters Score -2.327728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189452 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -23277278.000000 Penalty: 6040.294434
	Iteration 100F: 3 clusters Score -2.327728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189454 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -23277264.000000 Penalty: 6040.294434
	Iteration 101Q: 3 clusters Score -2.327726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189458 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -23277260.000000 Penalty: 6040.294434
	Iteration 102Q: 3 clusters Score -2.327726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189462 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -23277278.000000 Penalty: 6040.294434
	Iteration 103Q: 3 clusters Score -2.327728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -23277284.000000 Penalty: 6040.294434
	Iteration 104Q: 3 clusters Score -2.327728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189466 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -23277284.000000 Penalty: 6040.294434
	Iteration 105Q: 3 clusters Score -2.327728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189467 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -23277268.000000 Penalty: 6040.294434
	Iteration 106Q: 3 clusters Score -2.327727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189477 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -23277280.000000 Penalty: 6040.294434
	Iteration 107Q: 3 clusters Score -2.327728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189482 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -23277292.000000 Penalty: 6040.294434
	Iteration 108Q: 3 clusters Score -2.327729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189488 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -23277282.000000 Penalty: 6040.294434
	Iteration 109Q: 3 clusters Score -2.327728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189487 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -23277288.000000 Penalty: 6040.294434
	Iteration 110Q: 3 clusters Score -2.327729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189489 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -23277286.000000 Penalty: 6040.294434
	Iteration 111Q: 3 clusters Score -2.327729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189488 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -23277288.000000 Penalty: 6040.294434
	Iteration 112Q: 3 clusters Score -2.327729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189488 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -23277288.000000 Penalty: 6040.294434
	Iteration 113F: 3 clusters Score -2.327729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (142006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142006 members 
Entering Unmasked Estep 
Score: -16859736.000000 Penalty: 2942.178955
	Iteration 0F: 2 clusters Score -1.685974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -16764762.000000 Penalty: 5884.357910
	Iteration 0F: 3 clusters Score -1.676476e+07 nChanged 67672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -16804228.000000 Penalty: 5884.357910
	Iteration 1F: 3 clusters Score -1.680423e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -16805416.000000 Penalty: 5884.357910
	Iteration 2Q: 3 clusters Score -1.680542e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -16807178.000000 Penalty: 5884.357910
	Iteration 3Q: 3 clusters Score -1.680718e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -16809672.000000 Penalty: 5884.357910
	Iteration 4Q: 3 clusters Score -1.680967e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -16813702.000000 Penalty: 5884.357910
	Iteration 5Q: 3 clusters Score -1.68137e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -16820000.000000 Penalty: 5884.357910
	Iteration 6F: 3 clusters Score -1.682e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -16827712.000000 Penalty: 5884.357910
	Iteration 7F: 3 clusters Score -1.682771e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -16835262.000000 Penalty: 5884.357910
	Iteration 8F: 3 clusters Score -1.683526e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -16840688.000000 Penalty: 5884.357910
	Iteration 9F: 3 clusters Score -1.684069e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -16843490.000000 Penalty: 5884.357910
	Iteration 10Q: 3 clusters Score -1.684349e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -16844848.000000 Penalty: 5884.357910
	Iteration 11Q: 3 clusters Score -1.684485e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -16845502.000000 Penalty: 5884.357910
	Iteration 12Q: 3 clusters Score -1.68455e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -16846066.000000 Penalty: 5884.357910
	Iteration 13Q: 3 clusters Score -1.684607e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -16846510.000000 Penalty: 5884.357910
	Iteration 14Q: 3 clusters Score -1.684651e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -16846924.000000 Penalty: 5884.357910
	Iteration 15Q: 3 clusters Score -1.684692e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -16847362.000000 Penalty: 5884.357910
	Iteration 16Q: 3 clusters Score -1.684736e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -16847768.000000 Penalty: 5884.357910
	Iteration 17Q: 3 clusters Score -1.684777e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -16848208.000000 Penalty: 5884.357910
	Iteration 18Q: 3 clusters Score -1.684821e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -16848756.000000 Penalty: 5884.357910
	Iteration 19Q: 3 clusters Score -1.684876e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -16849194.000000 Penalty: 5884.357910
	Iteration 20F: 3 clusters Score -1.684919e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -16849684.000000 Penalty: 5884.357910
	Iteration 21Q: 3 clusters Score -1.684968e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 99923 members 
Entering Unmasked Estep 
Score: -16850188.000000 Penalty: 5884.357910
	Iteration 22Q: 3 clusters Score -1.685019e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -16850584.000000 Penalty: 5884.357910
	Iteration 23Q: 3 clusters Score -1.685058e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -16850930.000000 Penalty: 5884.357910
	Iteration 24Q: 3 clusters Score -1.685093e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -16851276.000000 Penalty: 5884.357910
	Iteration 25Q: 3 clusters Score -1.685128e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 102068 members 
Entering Unmasked Estep 
Score: -16851566.000000 Penalty: 5884.357910
	Iteration 26Q: 3 clusters Score -1.685157e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -16851876.000000 Penalty: 5884.357910
	Iteration 27Q: 3 clusters Score -1.685188e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -16852028.000000 Penalty: 5884.357910
	Iteration 28Q: 3 clusters Score -1.685203e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -16852268.000000 Penalty: 5884.357910
	Iteration 29Q: 3 clusters Score -1.685227e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -16852498.000000 Penalty: 5884.357910
	Iteration 30Q: 3 clusters Score -1.68525e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -16852746.000000 Penalty: 5884.357910
	Iteration 31Q: 3 clusters Score -1.685275e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -16852966.000000 Penalty: 5884.357910
	Iteration 32Q: 3 clusters Score -1.685297e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -16853068.000000 Penalty: 5884.357910
	Iteration 33Q: 3 clusters Score -1.685307e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -16853238.000000 Penalty: 5884.357910
	Iteration 34Q: 3 clusters Score -1.685324e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -16853424.000000 Penalty: 5884.357910
	Iteration 35Q: 3 clusters Score -1.685342e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 111451 members 
Entering Unmasked Estep 
Score: -16853578.000000 Penalty: 5884.357910
	Iteration 36Q: 3 clusters Score -1.685358e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -16853748.000000 Penalty: 5884.357910
	Iteration 37Q: 3 clusters Score -1.685375e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -16853914.000000 Penalty: 5884.357910
	Iteration 38Q: 3 clusters Score -1.685391e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -16854080.000000 Penalty: 5884.357910
	Iteration 39Q: 3 clusters Score -1.685408e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -16854242.000000 Penalty: 5884.357910
	Iteration 40F: 3 clusters Score -1.685424e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -16854404.000000 Penalty: 5884.357910
	Iteration 41Q: 3 clusters Score -1.68544e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -16854474.000000 Penalty: 5884.357910
	Iteration 42Q: 3 clusters Score -1.685447e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -16854680.000000 Penalty: 5884.357910
	Iteration 43Q: 3 clusters Score -1.685468e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -16854894.000000 Penalty: 5884.357910
	Iteration 44Q: 3 clusters Score -1.685489e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -16854992.000000 Penalty: 5884.357910
	Iteration 45Q: 3 clusters Score -1.685499e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 121482 members 
Entering Unmasked Estep 
Score: -16855122.000000 Penalty: 5884.357910
	Iteration 46Q: 3 clusters Score -1.685512e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -16855268.000000 Penalty: 5884.357910
	Iteration 47Q: 3 clusters Score -1.685527e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 123324 members 
Entering Unmasked Estep 
Score: -16855398.000000 Penalty: 5884.357910
	Iteration 48Q: 3 clusters Score -1.68554e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -16855562.000000 Penalty: 5884.357910
	Iteration 49Q: 3 clusters Score -1.685556e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 124924 members 
Entering Unmasked Estep 
Score: -16855800.000000 Penalty: 5884.357910
	Iteration 50Q: 3 clusters Score -1.68558e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 125734 members 
Entering Unmasked Estep 
Score: -16855912.000000 Penalty: 5884.357910
	Iteration 51Q: 3 clusters Score -1.685591e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -16856042.000000 Penalty: 5884.357910
	Iteration 52Q: 3 clusters Score -1.685604e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 127241 members 
Entering Unmasked Estep 
Score: -16856172.000000 Penalty: 5884.357910
	Iteration 53Q: 3 clusters Score -1.685617e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 127970 members 
Entering Unmasked Estep 
Score: -16856274.000000 Penalty: 5884.357910
	Iteration 54Q: 3 clusters Score -1.685627e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 128645 members 
Entering Unmasked Estep 
Score: -16856370.000000 Penalty: 5884.357910
	Iteration 55Q: 3 clusters Score -1.685637e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 129289 members 
Entering Unmasked Estep 
Score: -16856542.000000 Penalty: 5884.357910
	Iteration 56Q: 3 clusters Score -1.685654e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 129907 members 
Entering Unmasked Estep 
Score: -16856640.000000 Penalty: 5884.357910
	Iteration 57Q: 3 clusters Score -1.685664e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 130484 members 
Entering Unmasked Estep 
Score: -16856706.000000 Penalty: 5884.357910
	Iteration 58Q: 3 clusters Score -1.685671e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -16856820.000000 Penalty: 5884.357910
	Iteration 59Q: 3 clusters Score -1.685682e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 131502 members 
Entering Unmasked Estep 
Score: -16856914.000000 Penalty: 5884.357910
	Iteration 60F: 3 clusters Score -1.685691e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 131974 members 
Entering Unmasked Estep 
Score: -16856986.000000 Penalty: 5884.357910
	Iteration 61Q: 3 clusters Score -1.685699e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -16857078.000000 Penalty: 5884.357910
	Iteration 62Q: 3 clusters Score -1.685708e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 132836 members 
Entering Unmasked Estep 
Score: -16857166.000000 Penalty: 5884.357910
	Iteration 63Q: 3 clusters Score -1.685717e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 133193 members 
Entering Unmasked Estep 
Score: -16857234.000000 Penalty: 5884.357910
	Iteration 64Q: 3 clusters Score -1.685723e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 133496 members 
Entering Unmasked Estep 
Score: -16857310.000000 Penalty: 5884.357910
	Iteration 65Q: 3 clusters Score -1.685731e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 133748 members 
Entering Unmasked Estep 
Score: -16857328.000000 Penalty: 5884.357910
	Iteration 66Q: 3 clusters Score -1.685733e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 133983 members 
Entering Unmasked Estep 
Score: -16857348.000000 Penalty: 5884.357910
	Iteration 67Q: 3 clusters Score -1.685735e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -16857382.000000 Penalty: 5884.357910
	Iteration 68Q: 3 clusters Score -1.685738e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 134415 members 
Entering Unmasked Estep 
Score: -16857430.000000 Penalty: 5884.357910
	Iteration 69Q: 3 clusters Score -1.685743e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 134589 members 
Entering Unmasked Estep 
Score: -16857464.000000 Penalty: 5884.357910
	Iteration 70Q: 3 clusters Score -1.685746e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 134747 members 
Entering Unmasked Estep 
Score: -16857486.000000 Penalty: 5884.357910
	Iteration 71Q: 3 clusters Score -1.685749e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 134896 members 
Entering Unmasked Estep 
Score: -16857536.000000 Penalty: 5884.357910
	Iteration 72Q: 3 clusters Score -1.685754e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -16857564.000000 Penalty: 5884.357910
	Iteration 73Q: 3 clusters Score -1.685756e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 135166 members 
Entering Unmasked Estep 
Score: -16857568.000000 Penalty: 5884.357910
	Iteration 74Q: 3 clusters Score -1.685757e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 135275 members 
Entering Unmasked Estep 
Score: -16857616.000000 Penalty: 5884.357910
	Iteration 75Q: 3 clusters Score -1.685762e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -16857628.000000 Penalty: 5884.357910
	Iteration 76Q: 3 clusters Score -1.685763e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 135491 members 
Entering Unmasked Estep 
Score: -16857614.000000 Penalty: 5884.357910
	Iteration 77Q: 3 clusters Score -1.685761e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 135620 members 
Entering Unmasked Estep 
Score: -16857634.000000 Penalty: 5884.357910
	Iteration 78Q: 3 clusters Score -1.685763e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -16857666.000000 Penalty: 5884.357910
	Iteration 79Q: 3 clusters Score -1.685767e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 135852 members 
Entering Unmasked Estep 
Score: -16857722.000000 Penalty: 5884.357910
	Iteration 80F: 3 clusters Score -1.685772e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -16857724.000000 Penalty: 5884.357910
	Iteration 81Q: 3 clusters Score -1.685772e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -16857754.000000 Penalty: 5884.357910
	Iteration 82Q: 3 clusters Score -1.685775e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -16857724.000000 Penalty: 5884.357910
	Iteration 83Q: 3 clusters Score -1.685772e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -16857766.000000 Penalty: 5884.357910
	Iteration 84Q: 3 clusters Score -1.685777e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 136341 members 
Entering Unmasked Estep 
Score: -16857766.000000 Penalty: 5884.357910
	Iteration 85Q: 3 clusters Score -1.685777e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 136406 members 
Entering Unmasked Estep 
Score: -16857742.000000 Penalty: 5884.357910
	Iteration 86Q: 3 clusters Score -1.685774e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 136466 members 
Entering Unmasked Estep 
Score: -16857754.000000 Penalty: 5884.357910
	Iteration 87Q: 3 clusters Score -1.685775e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -16857766.000000 Penalty: 5884.357910
	Iteration 88Q: 3 clusters Score -1.685777e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 136579 members 
Entering Unmasked Estep 
Score: -16857718.000000 Penalty: 5884.357910
	Iteration 89Q: 3 clusters Score -1.685772e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 136633 members 
Entering Unmasked Estep 
Score: -16857720.000000 Penalty: 5884.357910
	Iteration 90Q: 3 clusters Score -1.685772e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 136680 members 
Entering Unmasked Estep 
Score: -16857694.000000 Penalty: 5884.357910
	Iteration 91Q: 3 clusters Score -1.685769e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -16857720.000000 Penalty: 5884.357910
	Iteration 92Q: 3 clusters Score -1.685772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -16857706.000000 Penalty: 5884.357910
	Iteration 93Q: 3 clusters Score -1.685771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -16857728.000000 Penalty: 5884.357910
	Iteration 94Q: 3 clusters Score -1.685773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 136809 members 
Entering Unmasked Estep 
Score: -16857740.000000 Penalty: 5884.357910
	Iteration 95Q: 3 clusters Score -1.685774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -16857762.000000 Penalty: 5884.357910
	Iteration 96Q: 3 clusters Score -1.685776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 136860 members 
Entering Unmasked Estep 
Score: -16857776.000000 Penalty: 5884.357910
	Iteration 97Q: 3 clusters Score -1.685778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -16857770.000000 Penalty: 5884.357910
	Iteration 98Q: 3 clusters Score -1.685777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -16857788.000000 Penalty: 5884.357910
	Iteration 99Q: 3 clusters Score -1.685779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 136907 members 
Entering Unmasked Estep 
Score: -16857780.000000 Penalty: 5884.357910
	Iteration 100F: 3 clusters Score -1.685778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 136919 members 
Entering Unmasked Estep 
Score: -16857784.000000 Penalty: 5884.357910
	Iteration 101Q: 3 clusters Score -1.685778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -16857786.000000 Penalty: 5884.357910
	Iteration 102Q: 3 clusters Score -1.685779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 136936 members 
Entering Unmasked Estep 
Score: -16857784.000000 Penalty: 5884.357910
	Iteration 103Q: 3 clusters Score -1.685778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 136939 members 
Entering Unmasked Estep 
Score: -16857782.000000 Penalty: 5884.357910
	Iteration 104Q: 3 clusters Score -1.685778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 136943 members 
Entering Unmasked Estep 
Score: -16857788.000000 Penalty: 5884.357910
	Iteration 105Q: 3 clusters Score -1.685779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 136945 members 
Entering Unmasked Estep 
Score: -16857796.000000 Penalty: 5884.357910
	Iteration 106Q: 3 clusters Score -1.68578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 136948 members 
Entering Unmasked Estep 
Score: -16857788.000000 Penalty: 5884.357910
	Iteration 107Q: 3 clusters Score -1.685779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -16857800.000000 Penalty: 5884.357910
	Iteration 108Q: 3 clusters Score -1.68578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 136957 members 
Entering Unmasked Estep 
Score: -16857800.000000 Penalty: 5884.357910
	Iteration 109Q: 3 clusters Score -1.68578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 136961 members 
Entering Unmasked Estep 
Score: -16857798.000000 Penalty: 5884.357910
	Iteration 110Q: 3 clusters Score -1.68578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 136962 members 
Entering Unmasked Estep 
Score: -16857794.000000 Penalty: 5884.357910
	Iteration 111Q: 3 clusters Score -1.685779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -16857796.000000 Penalty: 5884.357910
	Iteration 112Q: 3 clusters Score -1.68578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 136966 members 
Entering Unmasked Estep 
Score: -16857798.000000 Penalty: 5884.357910
	Iteration 113Q: 3 clusters Score -1.68578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -16857794.000000 Penalty: 5884.357910
	Iteration 114Q: 3 clusters Score -1.685779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 136976 members 
Entering Unmasked Estep 
Score: -16857802.000000 Penalty: 5884.357910
	Iteration 115Q: 3 clusters Score -1.68578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 136987 members 
Entering Unmasked Estep 
Score: -16857792.000000 Penalty: 5884.357910
	Iteration 116Q: 3 clusters Score -1.685779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 136999 members 
Entering Unmasked Estep 
Score: -16857790.000000 Penalty: 5884.357910
	Iteration 117Q: 3 clusters Score -1.685779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 137015 members 
Entering Unmasked Estep 
Score: -16857794.000000 Penalty: 5884.357910
	Iteration 118Q: 3 clusters Score -1.685779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 137026 members 
Entering Unmasked Estep 
Score: -16857792.000000 Penalty: 5884.357910
	Iteration 119Q: 3 clusters Score -1.685779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 137035 members 
Entering Unmasked Estep 
Score: -16857796.000000 Penalty: 5884.357910
	Iteration 120F: 3 clusters Score -1.68578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
Score: -16857814.000000 Penalty: 5884.357910
	Iteration 121Q: 3 clusters Score -1.685781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 137052 members 
Entering Unmasked Estep 
Score: -16857808.000000 Penalty: 5884.357910
	Iteration 122Q: 3 clusters Score -1.685781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -16857814.000000 Penalty: 5884.357910
	Iteration 123Q: 3 clusters Score -1.685781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 137057 members 
Entering Unmasked Estep 
Score: -16857818.000000 Penalty: 5884.357910
	Iteration 124Q: 3 clusters Score -1.685782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 137060 members 
Entering Unmasked Estep 
Score: -16857818.000000 Penalty: 5884.357910
	Iteration 125Q: 3 clusters Score -1.685782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 137066 members 
Entering Unmasked Estep 
Score: -16857826.000000 Penalty: 5884.357910
	Iteration 126Q: 3 clusters Score -1.685783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -16857832.000000 Penalty: 5884.357910
	Iteration 127Q: 3 clusters Score -1.685783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -16857836.000000 Penalty: 5884.357910
	Iteration 128Q: 3 clusters Score -1.685784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -16857824.000000 Penalty: 5884.357910
	Iteration 129Q: 3 clusters Score -1.685782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 137090 members 
Entering Unmasked Estep 
Score: -16857830.000000 Penalty: 5884.357910
	Iteration 130Q: 3 clusters Score -1.685783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 137099 members 
Entering Unmasked Estep 
Score: -16857816.000000 Penalty: 5884.357910
	Iteration 131Q: 3 clusters Score -1.685782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -16857844.000000 Penalty: 5884.357910
	Iteration 132Q: 3 clusters Score -1.685784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -16857830.000000 Penalty: 5884.357910
	Iteration 133Q: 3 clusters Score -1.685783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 137120 members 
Entering Unmasked Estep 
Score: -16857840.000000 Penalty: 5884.357910
	Iteration 134Q: 3 clusters Score -1.685784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -16857840.000000 Penalty: 5884.357910
	Iteration 135Q: 3 clusters Score -1.685784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 137136 members 
Entering Unmasked Estep 
Score: -16857834.000000 Penalty: 5884.357910
	Iteration 136Q: 3 clusters Score -1.685783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 137135 members 
Entering Unmasked Estep 
Score: -16857842.000000 Penalty: 5884.357910
	Iteration 137Q: 3 clusters Score -1.685784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 137138 members 
Entering Unmasked Estep 
Score: -16857834.000000 Penalty: 5884.357910
	Iteration 138Q: 3 clusters Score -1.685783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 137146 members 
Entering Unmasked Estep 
Score: -16857822.000000 Penalty: 5884.357910
	Iteration 139Q: 3 clusters Score -1.685782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 137156 members 
Entering Unmasked Estep 
Score: -16857828.000000 Penalty: 5884.357910
	Iteration 140F: 3 clusters Score -1.685783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -16857820.000000 Penalty: 5884.357910
	Iteration 141Q: 3 clusters Score -1.685782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -16857820.000000 Penalty: 5884.357910
	Iteration 142Q: 3 clusters Score -1.685782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 137171 members 
Entering Unmasked Estep 
Score: -16857830.000000 Penalty: 5884.357910
	Iteration 143Q: 3 clusters Score -1.685783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 137179 members 
Entering Unmasked Estep 
Score: -16857834.000000 Penalty: 5884.357910
	Iteration 144Q: 3 clusters Score -1.685783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 137183 members 
Entering Unmasked Estep 
Score: -16857840.000000 Penalty: 5884.357910
	Iteration 145Q: 3 clusters Score -1.685784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 137184 members 
Entering Unmasked Estep 
Score: -16857842.000000 Penalty: 5884.357910
	Iteration 146Q: 3 clusters Score -1.685784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 137185 members 
Entering Unmasked Estep 
Score: -16857832.000000 Penalty: 5884.357910
	Iteration 147Q: 3 clusters Score -1.685783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -16857832.000000 Penalty: 5884.357910
	Iteration 148Q: 3 clusters Score -1.685783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 137189 members 
Entering Unmasked Estep 
Score: -16857824.000000 Penalty: 5884.357910
	Iteration 149Q: 3 clusters Score -1.685782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -16857822.000000 Penalty: 5884.357910
	Iteration 150Q: 3 clusters Score -1.685782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -16857822.000000 Penalty: 5884.357910
	Iteration 151Q: 3 clusters Score -1.685782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 137187 members 
Entering Unmasked Estep 
Score: -16857822.000000 Penalty: 5884.357910
	Iteration 152Q: 3 clusters Score -1.685782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 137187 members 
Entering Unmasked Estep 
Score: -16857822.000000 Penalty: 5884.357910
	Iteration 153F: 3 clusters Score -1.685782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1293262.250000 Penalty: 2314.452637
	Iteration 0F: 2 clusters Score -1293262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1284712.875000 Penalty: 4628.905273
	Iteration 0F: 3 clusters Score -1284713 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1287235.125000 Penalty: 4628.905273
	Iteration 1F: 3 clusters Score -1287235 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1287598.625000 Penalty: 4628.905273
	Iteration 2F: 3 clusters Score -1287599 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1287884.500000 Penalty: 4628.905273
	Iteration 3F: 3 clusters Score -1287884 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1288173.625000 Penalty: 4628.905273
	Iteration 4Q: 3 clusters Score -1288174 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1288478.375000 Penalty: 4628.905273
	Iteration 5Q: 3 clusters Score -1288478 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1288825.875000 Penalty: 4628.905273
	Iteration 6Q: 3 clusters Score -1288826 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1289202.000000 Penalty: 4628.905273
	Iteration 7Q: 3 clusters Score -1289202 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1289569.375000 Penalty: 4628.905273
	Iteration 8Q: 3 clusters Score -1289569 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1289948.125000 Penalty: 4628.905273
	Iteration 9Q: 3 clusters Score -1289948 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1290281.625000 Penalty: 4628.905273
	Iteration 10Q: 3 clusters Score -1290282 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1290544.750000 Penalty: 4628.905273
	Iteration 11Q: 3 clusters Score -1290545 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1290754.250000 Penalty: 4628.905273
	Iteration 12Q: 3 clusters Score -1290754 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1290892.000000 Penalty: 4628.905273
	Iteration 13Q: 3 clusters Score -1290892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1290999.875000 Penalty: 4628.905273
	Iteration 14Q: 3 clusters Score -1291000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1291081.250000 Penalty: 4628.905273
	Iteration 15Q: 3 clusters Score -1291081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1291147.875000 Penalty: 4628.905273
	Iteration 16Q: 3 clusters Score -1291148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1291209.375000 Penalty: 4628.905273
	Iteration 17Q: 3 clusters Score -1291209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1291263.500000 Penalty: 4628.905273
	Iteration 18Q: 3 clusters Score -1291264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1291301.875000 Penalty: 4628.905273
	Iteration 19Q: 3 clusters Score -1291302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1291322.250000 Penalty: 4628.905273
	Iteration 20F: 3 clusters Score -1291322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1291336.750000 Penalty: 4628.905273
	Iteration 21Q: 3 clusters Score -1291337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1291341.750000 Penalty: 4628.905273
	Iteration 22Q: 3 clusters Score -1291342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1291347.125000 Penalty: 4628.905273
	Iteration 23Q: 3 clusters Score -1291347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1291350.875000 Penalty: 4628.905273
	Iteration 24Q: 3 clusters Score -1291351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1291354.250000 Penalty: 4628.905273
	Iteration 25Q: 3 clusters Score -1291354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1291358.375000 Penalty: 4628.905273
	Iteration 26Q: 3 clusters Score -1291358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1291357.500000 Penalty: 4628.905273
	Iteration 27Q: 3 clusters Score -1291358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1291362.000000 Penalty: 4628.905273
	Iteration 28Q: 3 clusters Score -1291362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1291366.000000 Penalty: 4628.905273
	Iteration 29Q: 3 clusters Score -1291366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1291368.000000 Penalty: 4628.905273
	Iteration 30Q: 3 clusters Score -1291368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1291367.375000 Penalty: 4628.905273
	Iteration 31Q: 3 clusters Score -1291367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1291370.125000 Penalty: 4628.905273
	Iteration 32Q: 3 clusters Score -1291370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1291370.500000 Penalty: 4628.905273
	Iteration 33Q: 3 clusters Score -1291370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1291370.500000 Penalty: 4628.905273
	Iteration 34F: 3 clusters Score -1291370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Entering Unmasked Estep 
Score: -5697326.500000 Penalty: 2676.057617
	Iteration 0F: 2 clusters Score -5697326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5664653.000000 Penalty: 5352.115234
	Iteration 0F: 3 clusters Score -5664653 nChanged 22408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5677288.500000 Penalty: 5352.115234
	Iteration 1F: 3 clusters Score -5677288 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5678100.500000 Penalty: 5352.115234
	Iteration 2Q: 3 clusters Score -5678100 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -5678950.000000 Penalty: 5352.115234
	Iteration 3Q: 3 clusters Score -5678950 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -5679815.000000 Penalty: 5352.115234
	Iteration 4Q: 3 clusters Score -5679815 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5680766.000000 Penalty: 5352.115234
	Iteration 5Q: 3 clusters Score -5680766 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5681744.000000 Penalty: 5352.115234
	Iteration 6Q: 3 clusters Score -5681744 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -5682859.500000 Penalty: 5352.115234
	Iteration 7Q: 3 clusters Score -5682860 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5684142.000000 Penalty: 5352.115234
	Iteration 8F: 3 clusters Score -5684142 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5685469.500000 Penalty: 5352.115234
	Iteration 9F: 3 clusters Score -5685470 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -5686535.500000 Penalty: 5352.115234
	Iteration 10Q: 3 clusters Score -5686536 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5687463.000000 Penalty: 5352.115234
	Iteration 11Q: 3 clusters Score -5687463 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -5688190.500000 Penalty: 5352.115234
	Iteration 12Q: 3 clusters Score -5688190 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5688759.000000 Penalty: 5352.115234
	Iteration 13Q: 3 clusters Score -5688759 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -5689319.000000 Penalty: 5352.115234
	Iteration 14Q: 3 clusters Score -5689319 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5689833.000000 Penalty: 5352.115234
	Iteration 15Q: 3 clusters Score -5689833 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -5690278.500000 Penalty: 5352.115234
	Iteration 16Q: 3 clusters Score -5690278 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5690675.500000 Penalty: 5352.115234
	Iteration 17Q: 3 clusters Score -5690676 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -5690946.500000 Penalty: 5352.115234
	Iteration 18Q: 3 clusters Score -5690946 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5691217.000000 Penalty: 5352.115234
	Iteration 19Q: 3 clusters Score -5691217 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -5691467.000000 Penalty: 5352.115234
	Iteration 20F: 3 clusters Score -5691467 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5691639.500000 Penalty: 5352.115234
	Iteration 21Q: 3 clusters Score -5691640 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5691792.500000 Penalty: 5352.115234
	Iteration 22Q: 3 clusters Score -5691792 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5691947.500000 Penalty: 5352.115234
	Iteration 23Q: 3 clusters Score -5691948 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5692080.500000 Penalty: 5352.115234
	Iteration 24Q: 3 clusters Score -5692080 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5692202.500000 Penalty: 5352.115234
	Iteration 25Q: 3 clusters Score -5692202 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5692292.500000 Penalty: 5352.115234
	Iteration 26Q: 3 clusters Score -5692292 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5692384.000000 Penalty: 5352.115234
	Iteration 27Q: 3 clusters Score -5692384 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5692453.000000 Penalty: 5352.115234
	Iteration 28Q: 3 clusters Score -5692453 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -5692516.000000 Penalty: 5352.115234
	Iteration 29Q: 3 clusters Score -5692516 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -5692568.000000 Penalty: 5352.115234
	Iteration 30Q: 3 clusters Score -5692568 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -5692611.500000 Penalty: 5352.115234
	Iteration 31Q: 3 clusters Score -5692612 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -5692695.000000 Penalty: 5352.115234
	Iteration 32Q: 3 clusters Score -5692695 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -5692747.000000 Penalty: 5352.115234
	Iteration 33Q: 3 clusters Score -5692747 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5692786.000000 Penalty: 5352.115234
	Iteration 34Q: 3 clusters Score -5692786 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5692878.000000 Penalty: 5352.115234
	Iteration 35Q: 3 clusters Score -5692878 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -5692954.500000 Penalty: 5352.115234
	Iteration 36Q: 3 clusters Score -5692954 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5693015.000000 Penalty: 5352.115234
	Iteration 37Q: 3 clusters Score -5693015 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5693048.000000 Penalty: 5352.115234
	Iteration 38Q: 3 clusters Score -5693048 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -5693099.000000 Penalty: 5352.115234
	Iteration 39Q: 3 clusters Score -5693099 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -5693136.500000 Penalty: 5352.115234
	Iteration 40F: 3 clusters Score -5693136 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -5693176.500000 Penalty: 5352.115234
	Iteration 41Q: 3 clusters Score -5693176 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -5693198.500000 Penalty: 5352.115234
	Iteration 42Q: 3 clusters Score -5693198 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5693247.000000 Penalty: 5352.115234
	Iteration 43Q: 3 clusters Score -5693247 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5693306.000000 Penalty: 5352.115234
	Iteration 44Q: 3 clusters Score -5693306 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5693360.500000 Penalty: 5352.115234
	Iteration 45Q: 3 clusters Score -5693360 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5693432.000000 Penalty: 5352.115234
	Iteration 46Q: 3 clusters Score -5693432 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -5693471.500000 Penalty: 5352.115234
	Iteration 47Q: 3 clusters Score -5693472 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -5693530.500000 Penalty: 5352.115234
	Iteration 48Q: 3 clusters Score -5693530 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5693592.500000 Penalty: 5352.115234
	Iteration 49Q: 3 clusters Score -5693592 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -5693634.500000 Penalty: 5352.115234
	Iteration 50Q: 3 clusters Score -5693634 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5693685.000000 Penalty: 5352.115234
	Iteration 51Q: 3 clusters Score -5693685 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -5693723.500000 Penalty: 5352.115234
	Iteration 52Q: 3 clusters Score -5693724 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5693783.500000 Penalty: 5352.115234
	Iteration 53Q: 3 clusters Score -5693784 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -5693829.000000 Penalty: 5352.115234
	Iteration 54Q: 3 clusters Score -5693829 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -5693848.500000 Penalty: 5352.115234
	Iteration 55Q: 3 clusters Score -5693848 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -5693893.500000 Penalty: 5352.115234
	Iteration 56Q: 3 clusters Score -5693894 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -5693960.000000 Penalty: 5352.115234
	Iteration 57Q: 3 clusters Score -5693960 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5694012.500000 Penalty: 5352.115234
	Iteration 58Q: 3 clusters Score -5694012 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5694052.500000 Penalty: 5352.115234
	Iteration 59Q: 3 clusters Score -5694052 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5694092.500000 Penalty: 5352.115234
	Iteration 60F: 3 clusters Score -5694092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5694129.500000 Penalty: 5352.115234
	Iteration 61Q: 3 clusters Score -5694130 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5694176.500000 Penalty: 5352.115234
	Iteration 62Q: 3 clusters Score -5694176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5694224.500000 Penalty: 5352.115234
	Iteration 63Q: 3 clusters Score -5694224 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5694267.500000 Penalty: 5352.115234
	Iteration 64Q: 3 clusters Score -5694268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -5694295.500000 Penalty: 5352.115234
	Iteration 65Q: 3 clusters Score -5694296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5694326.500000 Penalty: 5352.115234
	Iteration 66Q: 3 clusters Score -5694326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -5694356.500000 Penalty: 5352.115234
	Iteration 67Q: 3 clusters Score -5694356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5694395.500000 Penalty: 5352.115234
	Iteration 68Q: 3 clusters Score -5694396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5694426.000000 Penalty: 5352.115234
	Iteration 69Q: 3 clusters Score -5694426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5694463.000000 Penalty: 5352.115234
	Iteration 70Q: 3 clusters Score -5694463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5694511.500000 Penalty: 5352.115234
	Iteration 71Q: 3 clusters Score -5694512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5694533.000000 Penalty: 5352.115234
	Iteration 72Q: 3 clusters Score -5694533 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5694578.500000 Penalty: 5352.115234
	Iteration 73Q: 3 clusters Score -5694578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5694610.000000 Penalty: 5352.115234
	Iteration 74Q: 3 clusters Score -5694610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5694632.000000 Penalty: 5352.115234
	Iteration 75Q: 3 clusters Score -5694632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5694660.000000 Penalty: 5352.115234
	Iteration 76Q: 3 clusters Score -5694660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5694681.000000 Penalty: 5352.115234
	Iteration 77Q: 3 clusters Score -5694681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5694687.500000 Penalty: 5352.115234
	Iteration 78Q: 3 clusters Score -5694688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5694699.500000 Penalty: 5352.115234
	Iteration 79Q: 3 clusters Score -5694700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5694698.000000 Penalty: 5352.115234
	Iteration 80F: 3 clusters Score -5694698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5694712.500000 Penalty: 5352.115234
	Iteration 81Q: 3 clusters Score -5694712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5694730.500000 Penalty: 5352.115234
	Iteration 82Q: 3 clusters Score -5694730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5694726.000000 Penalty: 5352.115234
	Iteration 83Q: 3 clusters Score -5694726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5694753.000000 Penalty: 5352.115234
	Iteration 84Q: 3 clusters Score -5694753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5694768.000000 Penalty: 5352.115234
	Iteration 85Q: 3 clusters Score -5694768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5694777.000000 Penalty: 5352.115234
	Iteration 86Q: 3 clusters Score -5694777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5694790.000000 Penalty: 5352.115234
	Iteration 87Q: 3 clusters Score -5694790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5694799.500000 Penalty: 5352.115234
	Iteration 88Q: 3 clusters Score -5694800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5694813.500000 Penalty: 5352.115234
	Iteration 89Q: 3 clusters Score -5694814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5694823.500000 Penalty: 5352.115234
	Iteration 90Q: 3 clusters Score -5694824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5694834.000000 Penalty: 5352.115234
	Iteration 91Q: 3 clusters Score -5694834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5694842.500000 Penalty: 5352.115234
	Iteration 92Q: 3 clusters Score -5694842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5694848.000000 Penalty: 5352.115234
	Iteration 93Q: 3 clusters Score -5694848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5694853.000000 Penalty: 5352.115234
	Iteration 94Q: 3 clusters Score -5694853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5694858.000000 Penalty: 5352.115234
	Iteration 95Q: 3 clusters Score -5694858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5694858.000000 Penalty: 5352.115234
	Iteration 96Q: 3 clusters Score -5694858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5694874.000000 Penalty: 5352.115234
	Iteration 97Q: 3 clusters Score -5694874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5694884.500000 Penalty: 5352.115234
	Iteration 98Q: 3 clusters Score -5694884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5694889.500000 Penalty: 5352.115234
	Iteration 99Q: 3 clusters Score -5694890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5694905.500000 Penalty: 5352.115234
	Iteration 100F: 3 clusters Score -5694906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5694902.000000 Penalty: 5352.115234
	Iteration 101Q: 3 clusters Score -5694902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5694914.500000 Penalty: 5352.115234
	Iteration 102Q: 3 clusters Score -5694914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5694921.500000 Penalty: 5352.115234
	Iteration 103Q: 3 clusters Score -5694922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5694927.000000 Penalty: 5352.115234
	Iteration 104Q: 3 clusters Score -5694927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5694928.000000 Penalty: 5352.115234
	Iteration 105Q: 3 clusters Score -5694928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5694937.000000 Penalty: 5352.115234
	Iteration 106Q: 3 clusters Score -5694937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5694941.000000 Penalty: 5352.115234
	Iteration 107Q: 3 clusters Score -5694941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5694939.500000 Penalty: 5352.115234
	Iteration 108Q: 3 clusters Score -5694940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5694949.000000 Penalty: 5352.115234
	Iteration 109Q: 3 clusters Score -5694949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5694968.500000 Penalty: 5352.115234
	Iteration 110Q: 3 clusters Score -5694968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5694974.500000 Penalty: 5352.115234
	Iteration 111Q: 3 clusters Score -5694974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5694987.500000 Penalty: 5352.115234
	Iteration 112Q: 3 clusters Score -5694988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5694990.500000 Penalty: 5352.115234
	Iteration 113Q: 3 clusters Score -5694990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5695007.500000 Penalty: 5352.115234
	Iteration 114Q: 3 clusters Score -5695008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5695009.000000 Penalty: 5352.115234
	Iteration 115Q: 3 clusters Score -5695009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5695019.000000 Penalty: 5352.115234
	Iteration 116Q: 3 clusters Score -5695019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5695019.000000 Penalty: 5352.115234
	Iteration 117Q: 3 clusters Score -5695019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5695036.000000 Penalty: 5352.115234
	Iteration 118Q: 3 clusters Score -5695036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5695047.000000 Penalty: 5352.115234
	Iteration 119Q: 3 clusters Score -5695047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5695050.000000 Penalty: 5352.115234
	Iteration 120F: 3 clusters Score -5695050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5695058.500000 Penalty: 5352.115234
	Iteration 121Q: 3 clusters Score -5695058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5695062.000000 Penalty: 5352.115234
	Iteration 122Q: 3 clusters Score -5695062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5695066.500000 Penalty: 5352.115234
	Iteration 123Q: 3 clusters Score -5695066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5695071.000000 Penalty: 5352.115234
	Iteration 124Q: 3 clusters Score -5695071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5695076.000000 Penalty: 5352.115234
	Iteration 125Q: 3 clusters Score -5695076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5695076.500000 Penalty: 5352.115234
	Iteration 126Q: 3 clusters Score -5695076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5695083.500000 Penalty: 5352.115234
	Iteration 127Q: 3 clusters Score -5695084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5695086.500000 Penalty: 5352.115234
	Iteration 128Q: 3 clusters Score -5695086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5695100.000000 Penalty: 5352.115234
	Iteration 129Q: 3 clusters Score -5695100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5695097.500000 Penalty: 5352.115234
	Iteration 130Q: 3 clusters Score -5695098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5695103.000000 Penalty: 5352.115234
	Iteration 131Q: 3 clusters Score -5695103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5695111.500000 Penalty: 5352.115234
	Iteration 132Q: 3 clusters Score -5695112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5695119.500000 Penalty: 5352.115234
	Iteration 133Q: 3 clusters Score -5695120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5695122.000000 Penalty: 5352.115234
	Iteration 134Q: 3 clusters Score -5695122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5695123.500000 Penalty: 5352.115234
	Iteration 135Q: 3 clusters Score -5695124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5695120.500000 Penalty: 5352.115234
	Iteration 136Q: 3 clusters Score -5695120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5695124.500000 Penalty: 5352.115234
	Iteration 137Q: 3 clusters Score -5695124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5695129.000000 Penalty: 5352.115234
	Iteration 138Q: 3 clusters Score -5695129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5695125.000000 Penalty: 5352.115234
	Iteration 139Q: 3 clusters Score -5695125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5695126.500000 Penalty: 5352.115234
	Iteration 140F: 3 clusters Score -5695126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5695127.000000 Penalty: 5352.115234
	Iteration 141Q: 3 clusters Score -5695127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5695129.500000 Penalty: 5352.115234
	Iteration 142Q: 3 clusters Score -5695130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5695131.000000 Penalty: 5352.115234
	Iteration 143Q: 3 clusters Score -5695131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5695133.500000 Penalty: 5352.115234
	Iteration 144Q: 3 clusters Score -5695134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5695139.000000 Penalty: 5352.115234
	Iteration 145Q: 3 clusters Score -5695139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5695142.500000 Penalty: 5352.115234
	Iteration 146Q: 3 clusters Score -5695142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5695147.000000 Penalty: 5352.115234
	Iteration 147Q: 3 clusters Score -5695147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5695151.000000 Penalty: 5352.115234
	Iteration 148Q: 3 clusters Score -5695151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5695159.500000 Penalty: 5352.115234
	Iteration 149Q: 3 clusters Score -5695160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5695155.000000 Penalty: 5352.115234
	Iteration 150Q: 3 clusters Score -5695155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5695154.000000 Penalty: 5352.115234
	Iteration 151Q: 3 clusters Score -5695154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5695153.500000 Penalty: 5352.115234
	Iteration 152Q: 3 clusters Score -5695154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5695156.000000 Penalty: 5352.115234
	Iteration 153Q: 3 clusters Score -5695156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5695162.500000 Penalty: 5352.115234
	Iteration 154Q: 3 clusters Score -5695162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5695164.000000 Penalty: 5352.115234
	Iteration 155Q: 3 clusters Score -5695164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5695162.500000 Penalty: 5352.115234
	Iteration 156Q: 3 clusters Score -5695162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5695167.000000 Penalty: 5352.115234
	Iteration 157Q: 3 clusters Score -5695167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5695169.000000 Penalty: 5352.115234
	Iteration 158Q: 3 clusters Score -5695169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5695173.000000 Penalty: 5352.115234
	Iteration 159Q: 3 clusters Score -5695173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5695173.000000 Penalty: 5352.115234
	Iteration 160F: 3 clusters Score -5695173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -354654.812500 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -354654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -351357.250000 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -351357.2 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -355788.593750 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -355788.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -361716.562500 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -361716.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -364178.875000 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -364178.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -364583.937500 Penalty: 4063.789307
	Iteration 4Q: 3 clusters Score -364583.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -364877.468750 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -364877.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -365180.406250 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -365180.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -365831.718750 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -365831.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -366607.312500 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -366607.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -366978.531250 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -366978.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -367081.937500 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -367081.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -367085.531250 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -367085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -367087.562500 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -367087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -367087.562500 Penalty: 4063.789307
	Iteration 13F: 3 clusters Score -367087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 184783 members 
Mstep: Class 13 contains 31412 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 2625 members 
Entering Unmasked Estep 
Score: -205425280.000000 Penalty: 89248.898438
Splitting cluster 7 changes total score from -205413088.000000 to -205425280.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (211150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211150 members 
Entering Unmasked Estep 
Score: -25219276.000000 Penalty: 3040.560547
	Iteration 0F: 2 clusters Score -2.521928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -25095504.000000 Penalty: 6081.121094
	Iteration 0F: 3 clusters Score -2.50955e+07 nChanged 101611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -25154938.000000 Penalty: 6081.121094
	Iteration 1F: 3 clusters Score -2.515494e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -25156420.000000 Penalty: 6081.121094
	Iteration 2Q: 3 clusters Score -2.515642e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -25158270.000000 Penalty: 6081.121094
	Iteration 3Q: 3 clusters Score -2.515827e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -25160520.000000 Penalty: 6081.121094
	Iteration 4Q: 3 clusters Score -2.516052e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -25163802.000000 Penalty: 6081.121094
	Iteration 5Q: 3 clusters Score -2.51638e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -25168142.000000 Penalty: 6081.121094
	Iteration 6Q: 3 clusters Score -2.516814e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 112608 members 
Entering Unmasked Estep 
Score: -25172746.000000 Penalty: 6081.121094
	Iteration 7F: 3 clusters Score -2.517275e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 115589 members 
Entering Unmasked Estep 
Score: -25177620.000000 Penalty: 6081.121094
	Iteration 8F: 3 clusters Score -2.517762e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -25182176.000000 Penalty: 6081.121094
	Iteration 9F: 3 clusters Score -2.518218e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -25186908.000000 Penalty: 6081.121094
	Iteration 10Q: 3 clusters Score -2.518691e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 126902 members 
Entering Unmasked Estep 
Score: -25192070.000000 Penalty: 6081.121094
	Iteration 11Q: 3 clusters Score -2.519207e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -25197388.000000 Penalty: 6081.121094
	Iteration 12Q: 3 clusters Score -2.519739e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -25201850.000000 Penalty: 6081.121094
	Iteration 13Q: 3 clusters Score -2.520185e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 138569 members 
Entering Unmasked Estep 
Score: -25204462.000000 Penalty: 6081.121094
	Iteration 14Q: 3 clusters Score -2.520446e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 141913 members 
Entering Unmasked Estep 
Score: -25206302.000000 Penalty: 6081.121094
	Iteration 15Q: 3 clusters Score -2.52063e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 145335 members 
Entering Unmasked Estep 
Score: -25208028.000000 Penalty: 6081.121094
	Iteration 16Q: 3 clusters Score -2.520803e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 149063 members 
Entering Unmasked Estep 
Score: -25209622.000000 Penalty: 6081.121094
	Iteration 17Q: 3 clusters Score -2.520962e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 153312 members 
Entering Unmasked Estep 
Score: -25210958.000000 Penalty: 6081.121094
	Iteration 18Q: 3 clusters Score -2.521096e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -25212482.000000 Penalty: 6081.121094
	Iteration 19Q: 3 clusters Score -2.521248e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -25214084.000000 Penalty: 6081.121094
	Iteration 20F: 3 clusters Score -2.521408e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -25215142.000000 Penalty: 6081.121094
	Iteration 21Q: 3 clusters Score -2.521514e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 174850 members 
Entering Unmasked Estep 
Score: -25215812.000000 Penalty: 6081.121094
	Iteration 22Q: 3 clusters Score -2.521581e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 180479 members 
Entering Unmasked Estep 
Score: -25216506.000000 Penalty: 6081.121094
	Iteration 23Q: 3 clusters Score -2.521651e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 185513 members 
Entering Unmasked Estep 
Score: -25217138.000000 Penalty: 6081.121094
	Iteration 24Q: 3 clusters Score -2.521714e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 189715 members 
Entering Unmasked Estep 
Score: -25217788.000000 Penalty: 6081.121094
	Iteration 25Q: 3 clusters Score -2.521779e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 193140 members 
Entering Unmasked Estep 
Score: -25218490.000000 Penalty: 6081.121094
	Iteration 26Q: 3 clusters Score -2.521849e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 195913 members 
Entering Unmasked Estep 
Score: -25218754.000000 Penalty: 6081.121094
	Iteration 27Q: 3 clusters Score -2.521875e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 198048 members 
Entering Unmasked Estep 
Score: -25218796.000000 Penalty: 6081.121094
	Iteration 28Q: 3 clusters Score -2.52188e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 199695 members 
Entering Unmasked Estep 
Score: -25218832.000000 Penalty: 6081.121094
	Iteration 29Q: 3 clusters Score -2.521883e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 200985 members 
Entering Unmasked Estep 
Score: -25218980.000000 Penalty: 6081.121094
	Iteration 30Q: 3 clusters Score -2.521898e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 202029 members 
Entering Unmasked Estep 
Score: -25218906.000000 Penalty: 6081.121094
	Iteration 31Q: 3 clusters Score -2.521891e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 202843 members 
Entering Unmasked Estep 
Score: -25218952.000000 Penalty: 6081.121094
	Iteration 32Q: 3 clusters Score -2.521895e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 203502 members 
Entering Unmasked Estep 
Score: -25219026.000000 Penalty: 6081.121094
	Iteration 33Q: 3 clusters Score -2.521903e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 204083 members 
Entering Unmasked Estep 
Score: -25219118.000000 Penalty: 6081.121094
	Iteration 34Q: 3 clusters Score -2.521912e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 204591 members 
Entering Unmasked Estep 
Score: -25219172.000000 Penalty: 6081.121094
	Iteration 35Q: 3 clusters Score -2.521917e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 204970 members 
Entering Unmasked Estep 
Score: -25219142.000000 Penalty: 6081.121094
	Iteration 36Q: 3 clusters Score -2.521914e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 205276 members 
Entering Unmasked Estep 
Score: -25219144.000000 Penalty: 6081.121094
	Iteration 37Q: 3 clusters Score -2.521914e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 205538 members 
Entering Unmasked Estep 
Score: -25219042.000000 Penalty: 6081.121094
	Iteration 38Q: 3 clusters Score -2.521904e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 205751 members 
Entering Unmasked Estep 
Score: -25218990.000000 Penalty: 6081.121094
	Iteration 39Q: 3 clusters Score -2.521899e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 205924 members 
Entering Unmasked Estep 
Score: -25219056.000000 Penalty: 6081.121094
	Iteration 40F: 3 clusters Score -2.521906e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 206159 members 
Entering Unmasked Estep 
Score: -25219066.000000 Penalty: 6081.121094
	Iteration 41Q: 3 clusters Score -2.521907e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 206365 members 
Entering Unmasked Estep 
Score: -25218996.000000 Penalty: 6081.121094
	Iteration 42Q: 3 clusters Score -2.5219e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 206550 members 
Entering Unmasked Estep 
Score: -25218938.000000 Penalty: 6081.121094
	Iteration 43Q: 3 clusters Score -2.521894e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -25218888.000000 Penalty: 6081.121094
	Iteration 44Q: 3 clusters Score -2.521889e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 206819 members 
Entering Unmasked Estep 
Score: -25218852.000000 Penalty: 6081.121094
	Iteration 45Q: 3 clusters Score -2.521885e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 206933 members 
Entering Unmasked Estep 
Score: -25218822.000000 Penalty: 6081.121094
	Iteration 46Q: 3 clusters Score -2.521882e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 207032 members 
Entering Unmasked Estep 
Score: -25218806.000000 Penalty: 6081.121094
	Iteration 47Q: 3 clusters Score -2.521881e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 207122 members 
Entering Unmasked Estep 
Score: -25218776.000000 Penalty: 6081.121094
	Iteration 48Q: 3 clusters Score -2.521878e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 207195 members 
Entering Unmasked Estep 
Score: -25218758.000000 Penalty: 6081.121094
	Iteration 49Q: 3 clusters Score -2.521876e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 207262 members 
Entering Unmasked Estep 
Score: -25218738.000000 Penalty: 6081.121094
	Iteration 50Q: 3 clusters Score -2.521874e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 207337 members 
Entering Unmasked Estep 
Score: -25218728.000000 Penalty: 6081.121094
	Iteration 51Q: 3 clusters Score -2.521873e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 207405 members 
Entering Unmasked Estep 
Score: -25218702.000000 Penalty: 6081.121094
	Iteration 52Q: 3 clusters Score -2.52187e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 207463 members 
Entering Unmasked Estep 
Score: -25218730.000000 Penalty: 6081.121094
	Iteration 53Q: 3 clusters Score -2.521873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 207515 members 
Entering Unmasked Estep 
Score: -25218738.000000 Penalty: 6081.121094
	Iteration 54Q: 3 clusters Score -2.521874e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 207552 members 
Entering Unmasked Estep 
Score: -25218730.000000 Penalty: 6081.121094
	Iteration 55Q: 3 clusters Score -2.521873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 207580 members 
Entering Unmasked Estep 
Score: -25218712.000000 Penalty: 6081.121094
	Iteration 56Q: 3 clusters Score -2.521871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 207611 members 
Entering Unmasked Estep 
Score: -25218686.000000 Penalty: 6081.121094
	Iteration 57Q: 3 clusters Score -2.521869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 207643 members 
Entering Unmasked Estep 
Score: -25218682.000000 Penalty: 6081.121094
	Iteration 58Q: 3 clusters Score -2.521868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 207662 members 
Entering Unmasked Estep 
Score: -25218650.000000 Penalty: 6081.121094
	Iteration 59Q: 3 clusters Score -2.521865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 207687 members 
Entering Unmasked Estep 
Score: -25218636.000000 Penalty: 6081.121094
	Iteration 60F: 3 clusters Score -2.521864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 207711 members 
Entering Unmasked Estep 
Score: -25218610.000000 Penalty: 6081.121094
	Iteration 61Q: 3 clusters Score -2.521861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 207723 members 
Entering Unmasked Estep 
Score: -25218614.000000 Penalty: 6081.121094
	Iteration 62Q: 3 clusters Score -2.521861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 207731 members 
Entering Unmasked Estep 
Score: -25218614.000000 Penalty: 6081.121094
	Iteration 63Q: 3 clusters Score -2.521861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 207750 members 
Entering Unmasked Estep 
Score: -25218578.000000 Penalty: 6081.121094
	Iteration 64Q: 3 clusters Score -2.521858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 207766 members 
Entering Unmasked Estep 
Score: -25218562.000000 Penalty: 6081.121094
	Iteration 65Q: 3 clusters Score -2.521856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 207774 members 
Entering Unmasked Estep 
Score: -25218566.000000 Penalty: 6081.121094
	Iteration 66Q: 3 clusters Score -2.521857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 207786 members 
Entering Unmasked Estep 
Score: -25218560.000000 Penalty: 6081.121094
	Iteration 67Q: 3 clusters Score -2.521856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 207795 members 
Entering Unmasked Estep 
Score: -25218570.000000 Penalty: 6081.121094
	Iteration 68Q: 3 clusters Score -2.521857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 207804 members 
Entering Unmasked Estep 
Score: -25218558.000000 Penalty: 6081.121094
	Iteration 69Q: 3 clusters Score -2.521856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 207813 members 
Entering Unmasked Estep 
Score: -25218564.000000 Penalty: 6081.121094
	Iteration 70Q: 3 clusters Score -2.521856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 207818 members 
Entering Unmasked Estep 
Score: -25218550.000000 Penalty: 6081.121094
	Iteration 71Q: 3 clusters Score -2.521855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 207822 members 
Entering Unmasked Estep 
Score: -25218548.000000 Penalty: 6081.121094
	Iteration 72Q: 3 clusters Score -2.521855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 207827 members 
Entering Unmasked Estep 
Score: -25218546.000000 Penalty: 6081.121094
	Iteration 73Q: 3 clusters Score -2.521855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 207834 members 
Entering Unmasked Estep 
Score: -25218566.000000 Penalty: 6081.121094
	Iteration 74Q: 3 clusters Score -2.521857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 207835 members 
Entering Unmasked Estep 
Score: -25218540.000000 Penalty: 6081.121094
	Iteration 75Q: 3 clusters Score -2.521854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 207837 members 
Entering Unmasked Estep 
Score: -25218554.000000 Penalty: 6081.121094
	Iteration 76Q: 3 clusters Score -2.521855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 207840 members 
Entering Unmasked Estep 
Score: -25218568.000000 Penalty: 6081.121094
	Iteration 77Q: 3 clusters Score -2.521857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 207840 members 
Entering Unmasked Estep 
Score: -25218566.000000 Penalty: 6081.121094
	Iteration 78Q: 3 clusters Score -2.521857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 207840 members 
Entering Unmasked Estep 
Score: -25218566.000000 Penalty: 6081.121094
	Iteration 79F: 3 clusters Score -2.521857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126615 members 
Entering Unmasked Estep 
Score: -15079982.000000 Penalty: 2913.728760
	Iteration 0F: 2 clusters Score -1.507998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -14995718.000000 Penalty: 5827.457520
	Iteration 0F: 3 clusters Score -1.499572e+07 nChanged 60110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -15031378.000000 Penalty: 5827.457520
	Iteration 1F: 3 clusters Score -1.503138e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -15033220.000000 Penalty: 5827.457520
	Iteration 2Q: 3 clusters Score -1.503322e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -15035244.000000 Penalty: 5827.457520
	Iteration 3Q: 3 clusters Score -1.503524e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -15037379.000000 Penalty: 5827.457520
	Iteration 4Q: 3 clusters Score -1.503738e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -15039675.000000 Penalty: 5827.457520
	Iteration 5Q: 3 clusters Score -1.503968e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -15042245.000000 Penalty: 5827.457520
	Iteration 6Q: 3 clusters Score -1.504224e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -15045557.000000 Penalty: 5827.457520
	Iteration 7Q: 3 clusters Score -1.504556e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -15049402.000000 Penalty: 5827.457520
	Iteration 8F: 3 clusters Score -1.50494e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -15053902.000000 Penalty: 5827.457520
	Iteration 9F: 3 clusters Score -1.50539e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -15059153.000000 Penalty: 5827.457520
	Iteration 10F: 3 clusters Score -1.505915e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -15063766.000000 Penalty: 5827.457520
	Iteration 11Q: 3 clusters Score -1.506377e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -15067615.000000 Penalty: 5827.457520
	Iteration 12Q: 3 clusters Score -1.506762e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -15070556.000000 Penalty: 5827.457520
	Iteration 13Q: 3 clusters Score -1.507056e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 115519 members 
Entering Unmasked Estep 
Score: -15072764.000000 Penalty: 5827.457520
	Iteration 14Q: 3 clusters Score -1.507276e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -15074311.000000 Penalty: 5827.457520
	Iteration 15Q: 3 clusters Score -1.507431e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 120300 members 
Entering Unmasked Estep 
Score: -15075366.000000 Penalty: 5827.457520
	Iteration 16Q: 3 clusters Score -1.507537e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 121714 members 
Entering Unmasked Estep 
Score: -15075936.000000 Penalty: 5827.457520
	Iteration 17Q: 3 clusters Score -1.507594e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -15076314.000000 Penalty: 5827.457520
	Iteration 18Q: 3 clusters Score -1.507631e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 123289 members 
Entering Unmasked Estep 
Score: -15076664.000000 Penalty: 5827.457520
	Iteration 19Q: 3 clusters Score -1.507666e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 123789 members 
Entering Unmasked Estep 
Score: -15076895.000000 Penalty: 5827.457520
	Iteration 20F: 3 clusters Score -1.50769e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 124167 members 
Entering Unmasked Estep 
Score: -15077059.000000 Penalty: 5827.457520
	Iteration 21Q: 3 clusters Score -1.507706e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -15077225.000000 Penalty: 5827.457520
	Iteration 22Q: 3 clusters Score -1.507722e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -15077330.000000 Penalty: 5827.457520
	Iteration 23Q: 3 clusters Score -1.507733e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 124836 members 
Entering Unmasked Estep 
Score: -15077425.000000 Penalty: 5827.457520
	Iteration 24Q: 3 clusters Score -1.507742e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 124955 members 
Entering Unmasked Estep 
Score: -15077489.000000 Penalty: 5827.457520
	Iteration 25Q: 3 clusters Score -1.507749e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 125037 members 
Entering Unmasked Estep 
Score: -15077519.000000 Penalty: 5827.457520
	Iteration 26Q: 3 clusters Score -1.507752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -15077552.000000 Penalty: 5827.457520
	Iteration 27Q: 3 clusters Score -1.507755e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -15077572.000000 Penalty: 5827.457520
	Iteration 28Q: 3 clusters Score -1.507757e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 125189 members 
Entering Unmasked Estep 
Score: -15077599.000000 Penalty: 5827.457520
	Iteration 29Q: 3 clusters Score -1.50776e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -15077610.000000 Penalty: 5827.457520
	Iteration 30Q: 3 clusters Score -1.507761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -15077622.000000 Penalty: 5827.457520
	Iteration 31Q: 3 clusters Score -1.507762e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -15077648.000000 Penalty: 5827.457520
	Iteration 32Q: 3 clusters Score -1.507765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -15077681.000000 Penalty: 5827.457520
	Iteration 33Q: 3 clusters Score -1.507768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 125351 members 
Entering Unmasked Estep 
Score: -15077701.000000 Penalty: 5827.457520
	Iteration 34Q: 3 clusters Score -1.50777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -15077720.000000 Penalty: 5827.457520
	Iteration 35Q: 3 clusters Score -1.507772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -15077750.000000 Penalty: 5827.457520
	Iteration 36Q: 3 clusters Score -1.507775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -15077750.000000 Penalty: 5827.457520
	Iteration 37Q: 3 clusters Score -1.507775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -15077749.000000 Penalty: 5827.457520
	Iteration 38Q: 3 clusters Score -1.507775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -15077750.000000 Penalty: 5827.457520
	Iteration 39Q: 3 clusters Score -1.507775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 125423 members 
Entering Unmasked Estep 
Score: -15077766.000000 Penalty: 5827.457520
	Iteration 40F: 3 clusters Score -1.507777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -15077759.000000 Penalty: 5827.457520
	Iteration 41Q: 3 clusters Score -1.507776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 125442 members 
Entering Unmasked Estep 
Score: -15077762.000000 Penalty: 5827.457520
	Iteration 42Q: 3 clusters Score -1.507776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 125447 members 
Entering Unmasked Estep 
Score: -15077763.000000 Penalty: 5827.457520
	Iteration 43Q: 3 clusters Score -1.507776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 125448 members 
Entering Unmasked Estep 
Score: -15077770.000000 Penalty: 5827.457520
	Iteration 44Q: 3 clusters Score -1.507777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 125447 members 
Entering Unmasked Estep 
Score: -15077772.000000 Penalty: 5827.457520
	Iteration 45Q: 3 clusters Score -1.507777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 125447 members 
Entering Unmasked Estep 
Score: -15077772.000000 Penalty: 5827.457520
	Iteration 46F: 3 clusters Score -1.507777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Entering Unmasked Estep 
Score: -11211661.000000 Penalty: 2838.489990
	Iteration 0F: 2 clusters Score -1.121166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -11149314.000000 Penalty: 5676.979980
	Iteration 0F: 3 clusters Score -1.114931e+07 nChanged 44069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -11174282.000000 Penalty: 5676.979980
	Iteration 1F: 3 clusters Score -1.117428e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -11175073.000000 Penalty: 5676.979980
	Iteration 2Q: 3 clusters Score -1.117507e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -11176072.000000 Penalty: 5676.979980
	Iteration 3Q: 3 clusters Score -1.117607e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -11177675.000000 Penalty: 5676.979980
	Iteration 4Q: 3 clusters Score -1.117768e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -11180028.000000 Penalty: 5676.979980
	Iteration 5F: 3 clusters Score -1.118003e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -11184287.000000 Penalty: 5676.979980
	Iteration 6F: 3 clusters Score -1.118429e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -11190587.000000 Penalty: 5676.979980
	Iteration 7F: 3 clusters Score -1.119059e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -11197544.000000 Penalty: 5676.979980
	Iteration 8F: 3 clusters Score -1.119754e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -11202958.000000 Penalty: 5676.979980
	Iteration 9F: 3 clusters Score -1.120296e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -11206275.000000 Penalty: 5676.979980
	Iteration 10Q: 3 clusters Score -1.120628e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -11207864.000000 Penalty: 5676.979980
	Iteration 11Q: 3 clusters Score -1.120786e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -11208532.000000 Penalty: 5676.979980
	Iteration 12Q: 3 clusters Score -1.120853e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -11208835.000000 Penalty: 5676.979980
	Iteration 13Q: 3 clusters Score -1.120884e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -11208995.000000 Penalty: 5676.979980
	Iteration 14Q: 3 clusters Score -1.1209e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -11209064.000000 Penalty: 5676.979980
	Iteration 15Q: 3 clusters Score -1.120906e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -11209118.000000 Penalty: 5676.979980
	Iteration 16Q: 3 clusters Score -1.120912e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -11209143.000000 Penalty: 5676.979980
	Iteration 17Q: 3 clusters Score -1.120914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 92869 members 
Entering Unmasked Estep 
Score: -11209191.000000 Penalty: 5676.979980
	Iteration 18Q: 3 clusters Score -1.120919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -11209230.000000 Penalty: 5676.979980
	Iteration 19Q: 3 clusters Score -1.120923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -11209241.000000 Penalty: 5676.979980
	Iteration 20F: 3 clusters Score -1.120924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -11209259.000000 Penalty: 5676.979980
	Iteration 21Q: 3 clusters Score -1.120926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -11209271.000000 Penalty: 5676.979980
	Iteration 22Q: 3 clusters Score -1.120927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -11209261.000000 Penalty: 5676.979980
	Iteration 23Q: 3 clusters Score -1.120926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -11209266.000000 Penalty: 5676.979980
	Iteration 24Q: 3 clusters Score -1.120927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -11209268.000000 Penalty: 5676.979980
	Iteration 25Q: 3 clusters Score -1.120927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -11209271.000000 Penalty: 5676.979980
	Iteration 26Q: 3 clusters Score -1.120927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -11209273.000000 Penalty: 5676.979980
	Iteration 27Q: 3 clusters Score -1.120927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -11209264.000000 Penalty: 5676.979980
	Iteration 28Q: 3 clusters Score -1.120926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 92975 members 
Entering Unmasked Estep 
Score: -11209264.000000 Penalty: 5676.979980
	Iteration 29F: 3 clusters Score -1.120926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Entering Unmasked Estep 
Score: -727195.937500 Penalty: 2180.477051
	Iteration 0F: 2 clusters Score -727195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -721707.437500 Penalty: 4360.954102
	Iteration 0F: 3 clusters Score -721707.4 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -723394.875000 Penalty: 4360.954102
	Iteration 1F: 3 clusters Score -723394.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -724110.125000 Penalty: 4360.954102
	Iteration 2F: 3 clusters Score -724110.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -725007.562500 Penalty: 4360.954102
	Iteration 3F: 3 clusters Score -725007.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -726029.562500 Penalty: 4360.954102
	Iteration 4F: 3 clusters Score -726029.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -727152.062500 Penalty: 4360.954102
	Iteration 5F: 3 clusters Score -727152.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -727966.000000 Penalty: 4360.954102
	Iteration 6F: 3 clusters Score -727966 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -728219.187500 Penalty: 4360.954102
	Iteration 7Q: 3 clusters Score -728219.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -728269.937500 Penalty: 4360.954102
	Iteration 8Q: 3 clusters Score -728269.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -728287.437500 Penalty: 4360.954102
	Iteration 9Q: 3 clusters Score -728287.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -728295.750000 Penalty: 4360.954102
	Iteration 10Q: 3 clusters Score -728295.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -728300.062500 Penalty: 4360.954102
	Iteration 11Q: 3 clusters Score -728300.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -728304.625000 Penalty: 4360.954102
	Iteration 12Q: 3 clusters Score -728304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -728305.875000 Penalty: 4360.954102
	Iteration 13Q: 3 clusters Score -728305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -728305.875000 Penalty: 4360.954102
	Iteration 14F: 3 clusters Score -728305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 184783 members 
Mstep: Class 13 contains 31412 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 3357 members 
Entering Unmasked Estep 
Score: -205425408.000000 Penalty: 92818.859375
Splitting cluster 11 changes total score from -205413088.000000 to -205425408.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (184783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184783 members 
Entering Unmasked Estep 
Score: -21722616.000000 Penalty: 3007.480469
	Iteration 0F: 2 clusters Score -2.172262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -21604258.000000 Penalty: 6014.960938
	Iteration 0F: 3 clusters Score -2.160426e+07 nChanged 88935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -21662338.000000 Penalty: 6014.960938
	Iteration 1F: 3 clusters Score -2.166234e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -21668244.000000 Penalty: 6014.960938
	Iteration 2F: 3 clusters Score -2.166824e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -21673592.000000 Penalty: 6014.960938
	Iteration 3F: 3 clusters Score -2.167359e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -21679284.000000 Penalty: 6014.960938
	Iteration 4F: 3 clusters Score -2.167928e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -21686070.000000 Penalty: 6014.960938
	Iteration 5F: 3 clusters Score -2.168607e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -21694648.000000 Penalty: 6014.960938
	Iteration 6F: 3 clusters Score -2.169465e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -21704740.000000 Penalty: 6014.960938
	Iteration 7F: 3 clusters Score -2.170474e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -21716440.000000 Penalty: 6014.960938
	Iteration 8F: 3 clusters Score -2.171644e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -21728014.000000 Penalty: 6014.960938
	Iteration 9F: 3 clusters Score -2.172801e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -21737278.000000 Penalty: 6014.960938
	Iteration 10F: 3 clusters Score -2.173728e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -21743034.000000 Penalty: 6014.960938
	Iteration 11Q: 3 clusters Score -2.174303e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98135 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -21746400.000000 Penalty: 6014.960938
	Iteration 12Q: 3 clusters Score -2.17464e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -21748320.000000 Penalty: 6014.960938
	Iteration 13Q: 3 clusters Score -2.174832e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -21749294.000000 Penalty: 6014.960938
	Iteration 14Q: 3 clusters Score -2.174929e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -21749890.000000 Penalty: 6014.960938
	Iteration 15Q: 3 clusters Score -2.174989e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -21750438.000000 Penalty: 6014.960938
	Iteration 16Q: 3 clusters Score -2.175044e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -21750538.000000 Penalty: 6014.960938
	Iteration 17Q: 3 clusters Score -2.175054e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 97638 members 
Entering Unmasked Estep 
Score: -21750792.000000 Penalty: 6014.960938
	Iteration 18Q: 3 clusters Score -2.175079e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -21750958.000000 Penalty: 6014.960938
	Iteration 19Q: 3 clusters Score -2.175096e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -21750922.000000 Penalty: 6014.960938
	Iteration 20F: 3 clusters Score -2.175092e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -21750988.000000 Penalty: 6014.960938
	Iteration 21Q: 3 clusters Score -2.175099e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -21751000.000000 Penalty: 6014.960938
	Iteration 22Q: 3 clusters Score -2.1751e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
Score: -21751064.000000 Penalty: 6014.960938
	Iteration 23Q: 3 clusters Score -2.175106e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -21751012.000000 Penalty: 6014.960938
	Iteration 24Q: 3 clusters Score -2.175101e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -21751112.000000 Penalty: 6014.960938
	Iteration 25Q: 3 clusters Score -2.175111e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -21751056.000000 Penalty: 6014.960938
	Iteration 26Q: 3 clusters Score -2.175106e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -21751058.000000 Penalty: 6014.960938
	Iteration 27Q: 3 clusters Score -2.175106e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -21751096.000000 Penalty: 6014.960938
	Iteration 28Q: 3 clusters Score -2.17511e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -21751132.000000 Penalty: 6014.960938
	Iteration 29Q: 3 clusters Score -2.175113e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -21751106.000000 Penalty: 6014.960938
	Iteration 30Q: 3 clusters Score -2.175111e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -21751110.000000 Penalty: 6014.960938
	Iteration 31Q: 3 clusters Score -2.175111e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -21751134.000000 Penalty: 6014.960938
	Iteration 32Q: 3 clusters Score -2.175113e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -21751124.000000 Penalty: 6014.960938
	Iteration 33Q: 3 clusters Score -2.175112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -21751122.000000 Penalty: 6014.960938
	Iteration 34Q: 3 clusters Score -2.175112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -21751126.000000 Penalty: 6014.960938
	Iteration 35Q: 3 clusters Score -2.175113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -21751132.000000 Penalty: 6014.960938
	Iteration 36Q: 3 clusters Score -2.175113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -21751146.000000 Penalty: 6014.960938
	Iteration 37Q: 3 clusters Score -2.175115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -21751160.000000 Penalty: 6014.960938
	Iteration 38Q: 3 clusters Score -2.175116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -21751150.000000 Penalty: 6014.960938
	Iteration 39Q: 3 clusters Score -2.175115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -21751162.000000 Penalty: 6014.960938
	Iteration 40F: 3 clusters Score -2.175116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -21751154.000000 Penalty: 6014.960938
	Iteration 41Q: 3 clusters Score -2.175115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -21751162.000000 Penalty: 6014.960938
	Iteration 42Q: 3 clusters Score -2.175116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -21751170.000000 Penalty: 6014.960938
	Iteration 43Q: 3 clusters Score -2.175117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -21751162.000000 Penalty: 6014.960938
	Iteration 44Q: 3 clusters Score -2.175116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -21751164.000000 Penalty: 6014.960938
	Iteration 45Q: 3 clusters Score -2.175116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -21751164.000000 Penalty: 6014.960938
	Iteration 46F: 3 clusters Score -2.175116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 31412 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 101849 members 
Entering Unmasked Estep 
Score: -205459456.000000 Penalty: 96388.812500
Splitting cluster 12 changes total score from -205413088.000000 to -205459456.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (31412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Entering Unmasked Estep 
Score: -3532846.750000 Penalty: 2568.026367
	Iteration 0F: 2 clusters Score -3532847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3511473.750000 Penalty: 5136.052734
	Iteration 0F: 3 clusters Score -3511474 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3520368.250000 Penalty: 5136.052734
	Iteration 1F: 3 clusters Score -3520368 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3524328.500000 Penalty: 5136.052734
	Iteration 2F: 3 clusters Score -3524328 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3529960.750000 Penalty: 5136.052734
	Iteration 3F: 3 clusters Score -3529961 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3533638.750000 Penalty: 5136.052734
	Iteration 4F: 3 clusters Score -3533639 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3534931.250000 Penalty: 5136.052734
	Iteration 5F: 3 clusters Score -3534931 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3535314.500000 Penalty: 5136.052734
	Iteration 6Q: 3 clusters Score -3535314 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3535472.000000 Penalty: 5136.052734
	Iteration 7Q: 3 clusters Score -3535472 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3535548.000000 Penalty: 5136.052734
	Iteration 8Q: 3 clusters Score -3535548 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3535584.250000 Penalty: 5136.052734
	Iteration 9Q: 3 clusters Score -3535584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3535612.250000 Penalty: 5136.052734
	Iteration 10Q: 3 clusters Score -3535612 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3535621.500000 Penalty: 5136.052734
	Iteration 11Q: 3 clusters Score -3535622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3535635.000000 Penalty: 5136.052734
	Iteration 12Q: 3 clusters Score -3535635 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3535654.750000 Penalty: 5136.052734
	Iteration 13Q: 3 clusters Score -3535655 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3535675.500000 Penalty: 5136.052734
	Iteration 14Q: 3 clusters Score -3535676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3535702.500000 Penalty: 5136.052734
	Iteration 15Q: 3 clusters Score -3535702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3535719.250000 Penalty: 5136.052734
	Iteration 16Q: 3 clusters Score -3535719 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3535728.250000 Penalty: 5136.052734
	Iteration 17Q: 3 clusters Score -3535728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3535732.500000 Penalty: 5136.052734
	Iteration 18Q: 3 clusters Score -3535732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3535751.500000 Penalty: 5136.052734
	Iteration 19Q: 3 clusters Score -3535752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3535751.000000 Penalty: 5136.052734
	Iteration 20F: 3 clusters Score -3535751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3535766.000000 Penalty: 5136.052734
	Iteration 21Q: 3 clusters Score -3535766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3535781.000000 Penalty: 5136.052734
	Iteration 22Q: 3 clusters Score -3535781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3535798.250000 Penalty: 5136.052734
	Iteration 23Q: 3 clusters Score -3535798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3535809.250000 Penalty: 5136.052734
	Iteration 24Q: 3 clusters Score -3535809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3535806.500000 Penalty: 5136.052734
	Iteration 25Q: 3 clusters Score -3535806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3535811.250000 Penalty: 5136.052734
	Iteration 26Q: 3 clusters Score -3535811 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3535822.750000 Penalty: 5136.052734
	Iteration 27Q: 3 clusters Score -3535823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3535825.750000 Penalty: 5136.052734
	Iteration 28Q: 3 clusters Score -3535826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3535829.250000 Penalty: 5136.052734
	Iteration 29Q: 3 clusters Score -3535829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3535834.000000 Penalty: 5136.052734
	Iteration 30Q: 3 clusters Score -3535834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3535834.500000 Penalty: 5136.052734
	Iteration 31Q: 3 clusters Score -3535834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3535840.750000 Penalty: 5136.052734
	Iteration 32Q: 3 clusters Score -3535841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3535844.000000 Penalty: 5136.052734
	Iteration 33Q: 3 clusters Score -3535844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3535846.500000 Penalty: 5136.052734
	Iteration 34Q: 3 clusters Score -3535846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3535855.250000 Penalty: 5136.052734
	Iteration 35Q: 3 clusters Score -3535855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3535853.250000 Penalty: 5136.052734
	Iteration 36Q: 3 clusters Score -3535853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3535858.750000 Penalty: 5136.052734
	Iteration 37Q: 3 clusters Score -3535859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3535849.500000 Penalty: 5136.052734
	Iteration 38Q: 3 clusters Score -3535850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3535853.000000 Penalty: 5136.052734
	Iteration 39Q: 3 clusters Score -3535853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3535855.500000 Penalty: 5136.052734
	Iteration 40F: 3 clusters Score -3535856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3535854.250000 Penalty: 5136.052734
	Iteration 41Q: 3 clusters Score -3535854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3535857.500000 Penalty: 5136.052734
	Iteration 42Q: 3 clusters Score -3535858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3535859.000000 Penalty: 5136.052734
	Iteration 43Q: 3 clusters Score -3535859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3535859.000000 Penalty: 5136.052734
	Iteration 44Q: 3 clusters Score -3535859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3535855.250000 Penalty: 5136.052734
	Iteration 45Q: 3 clusters Score -3535855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3535855.750000 Penalty: 5136.052734
	Iteration 46Q: 3 clusters Score -3535856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3535855.750000 Penalty: 5136.052734
	Iteration 47F: 3 clusters Score -3535856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 25916 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 101849 members 
Mstep: Class 28 contains 5496 members 
Entering Unmasked Estep 
Score: -205457968.000000 Penalty: 99958.773438
Splitting cluster 13 changes total score from -205413088.000000 to -205457968.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (68221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Entering Unmasked Estep 
Score: -8027490.000000 Penalty: 2760.365967
	Iteration 0F: 2 clusters Score -8027490 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 34272 members 
Entering Unmasked Estep 
Score: -7981965.500000 Penalty: 5520.731934
	Iteration 0F: 3 clusters Score -7981966 nChanged 31652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -7999907.500000 Penalty: 5520.731934
	Iteration 1F: 3 clusters Score -7999908 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8000938.500000 Penalty: 5520.731934
	Iteration 2Q: 3 clusters Score -8000938 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8002390.500000 Penalty: 5520.731934
	Iteration 3Q: 3 clusters Score -8002390 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -8004737.500000 Penalty: 5520.731934
	Iteration 4F: 3 clusters Score -8004738 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8008153.500000 Penalty: 5520.731934
	Iteration 5F: 3 clusters Score -8008154 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -8012508.500000 Penalty: 5520.731934
	Iteration 6F: 3 clusters Score -8012508 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -8016729.500000 Penalty: 5520.731934
	Iteration 7F: 3 clusters Score -8016730 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -8019729.000000 Penalty: 5520.731934
	Iteration 8F: 3 clusters Score -8019729 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -8021734.000000 Penalty: 5520.731934
	Iteration 9Q: 3 clusters Score -8021734 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -8022954.000000 Penalty: 5520.731934
	Iteration 10Q: 3 clusters Score -8022954 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8023759.500000 Penalty: 5520.731934
	Iteration 11Q: 3 clusters Score -8023760 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -8024300.000000 Penalty: 5520.731934
	Iteration 12Q: 3 clusters Score -8024300 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -8024598.500000 Penalty: 5520.731934
	Iteration 13Q: 3 clusters Score -8024598 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -8024839.500000 Penalty: 5520.731934
	Iteration 14Q: 3 clusters Score -8024840 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -8025007.000000 Penalty: 5520.731934
	Iteration 15Q: 3 clusters Score -8025007 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -8025116.500000 Penalty: 5520.731934
	Iteration 16Q: 3 clusters Score -8025116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -8025195.500000 Penalty: 5520.731934
	Iteration 17Q: 3 clusters Score -8025196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -8025247.000000 Penalty: 5520.731934
	Iteration 18Q: 3 clusters Score -8025247 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -8025323.000000 Penalty: 5520.731934
	Iteration 19Q: 3 clusters Score -8025323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -8025380.500000 Penalty: 5520.731934
	Iteration 20F: 3 clusters Score -8025380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -8025414.500000 Penalty: 5520.731934
	Iteration 21Q: 3 clusters Score -8025414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -8025428.500000 Penalty: 5520.731934
	Iteration 22Q: 3 clusters Score -8025428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -8025439.500000 Penalty: 5520.731934
	Iteration 23Q: 3 clusters Score -8025440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -8025464.500000 Penalty: 5520.731934
	Iteration 24Q: 3 clusters Score -8025464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -8025476.500000 Penalty: 5520.731934
	Iteration 25Q: 3 clusters Score -8025476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -8025508.000000 Penalty: 5520.731934
	Iteration 26Q: 3 clusters Score -8025508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -8025510.500000 Penalty: 5520.731934
	Iteration 27Q: 3 clusters Score -8025510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -8025531.000000 Penalty: 5520.731934
	Iteration 28Q: 3 clusters Score -8025531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -8025526.000000 Penalty: 5520.731934
	Iteration 29Q: 3 clusters Score -8025526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -8025532.000000 Penalty: 5520.731934
	Iteration 30Q: 3 clusters Score -8025532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -8025533.000000 Penalty: 5520.731934
	Iteration 31Q: 3 clusters Score -8025533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -8025534.000000 Penalty: 5520.731934
	Iteration 32Q: 3 clusters Score -8025534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -8025533.500000 Penalty: 5520.731934
	Iteration 33Q: 3 clusters Score -8025534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -8025531.500000 Penalty: 5520.731934
	Iteration 34Q: 3 clusters Score -8025532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -8025531.000000 Penalty: 5520.731934
	Iteration 35Q: 3 clusters Score -8025531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -8025534.500000 Penalty: 5520.731934
	Iteration 36Q: 3 clusters Score -8025534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -8025538.000000 Penalty: 5520.731934
	Iteration 37Q: 3 clusters Score -8025538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -8025540.000000 Penalty: 5520.731934
	Iteration 38Q: 3 clusters Score -8025540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -8025544.500000 Penalty: 5520.731934
	Iteration 39Q: 3 clusters Score -8025544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -8025533.000000 Penalty: 5520.731934
	Iteration 40F: 3 clusters Score -8025533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -8025536.500000 Penalty: 5520.731934
	Iteration 41Q: 3 clusters Score -8025536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -8025536.000000 Penalty: 5520.731934
	Iteration 42Q: 3 clusters Score -8025536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -8025535.500000 Penalty: 5520.731934
	Iteration 43Q: 3 clusters Score -8025536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -8025535.500000 Penalty: 5520.731934
	Iteration 44F: 3 clusters Score -8025536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1846979.000000 Penalty: 2399.715820
	Iteration 0F: 2 clusters Score -1846979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1835576.875000 Penalty: 4799.431641
	Iteration 0F: 3 clusters Score -1835577 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1839508.000000 Penalty: 4799.431641
	Iteration 1F: 3 clusters Score -1839508 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1840246.750000 Penalty: 4799.431641
	Iteration 2F: 3 clusters Score -1840247 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1840976.125000 Penalty: 4799.431641
	Iteration 3F: 3 clusters Score -1840976 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1841588.375000 Penalty: 4799.431641
	Iteration 4F: 3 clusters Score -1841588 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1842113.875000 Penalty: 4799.431641
	Iteration 5F: 3 clusters Score -1842114 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1842681.500000 Penalty: 4799.431641
	Iteration 6F: 3 clusters Score -1842682 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1843313.750000 Penalty: 4799.431641
	Iteration 7F: 3 clusters Score -1843314 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1844006.875000 Penalty: 4799.431641
	Iteration 8F: 3 clusters Score -1844007 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1844795.625000 Penalty: 4799.431641
	Iteration 9Q: 3 clusters Score -1844796 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1845750.875000 Penalty: 4799.431641
	Iteration 10Q: 3 clusters Score -1845751 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1846495.125000 Penalty: 4799.431641
	Iteration 11Q: 3 clusters Score -1846495 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1846865.750000 Penalty: 4799.431641
	Iteration 12Q: 3 clusters Score -1846866 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1847023.250000 Penalty: 4799.431641
	Iteration 13Q: 3 clusters Score -1847023 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1847098.750000 Penalty: 4799.431641
	Iteration 14Q: 3 clusters Score -1847099 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1847124.000000 Penalty: 4799.431641
	Iteration 15Q: 3 clusters Score -1847124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1847142.875000 Penalty: 4799.431641
	Iteration 16Q: 3 clusters Score -1847143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1847148.500000 Penalty: 4799.431641
	Iteration 17Q: 3 clusters Score -1847148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1847155.250000 Penalty: 4799.431641
	Iteration 18Q: 3 clusters Score -1847155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1847158.250000 Penalty: 4799.431641
	Iteration 19Q: 3 clusters Score -1847158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1847158.375000 Penalty: 4799.431641
	Iteration 20F: 3 clusters Score -1847158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1847158.875000 Penalty: 4799.431641
	Iteration 21Q: 3 clusters Score -1847159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1847160.125000 Penalty: 4799.431641
	Iteration 22Q: 3 clusters Score -1847160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1847156.250000 Penalty: 4799.431641
	Iteration 23Q: 3 clusters Score -1847156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1847160.125000 Penalty: 4799.431641
	Iteration 24Q: 3 clusters Score -1847160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1847162.875000 Penalty: 4799.431641
	Iteration 25Q: 3 clusters Score -1847163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1847165.875000 Penalty: 4799.431641
	Iteration 26Q: 3 clusters Score -1847166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1847164.750000 Penalty: 4799.431641
	Iteration 27Q: 3 clusters Score -1847165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1847164.750000 Penalty: 4799.431641
	Iteration 28Q: 3 clusters Score -1847165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1847164.250000 Penalty: 4799.431641
	Iteration 29Q: 3 clusters Score -1847164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1847168.250000 Penalty: 4799.431641
	Iteration 30Q: 3 clusters Score -1847168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1847167.375000 Penalty: 4799.431641
	Iteration 31Q: 3 clusters Score -1847167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1847167.375000 Penalty: 4799.431641
	Iteration 32F: 3 clusters Score -1847167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 25916 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 101849 members 
Mstep: Class 28 contains 5496 members 
Mstep: Class 29 contains 10341 members 
Entering Unmasked Estep 
Score: -205457776.000000 Penalty: 103528.726562
Splitting cluster 15 changes total score from -205413088.000000 to -205457776.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (9623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Entering Unmasked Estep 
Score: -1039555.062500 Penalty: 2274.634033
	Iteration 0F: 2 clusters Score -1039555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1032141.937500 Penalty: 4549.268066
	Iteration 0F: 3 clusters Score -1032142 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1034718.937500 Penalty: 4549.268066
	Iteration 1F: 3 clusters Score -1034719 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1035833.437500 Penalty: 4549.268066
	Iteration 2F: 3 clusters Score -1035833 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1037163.250000 Penalty: 4549.268066
	Iteration 3F: 3 clusters Score -1037163 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1038206.625000 Penalty: 4549.268066
	Iteration 4F: 3 clusters Score -1038207 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1038815.000000 Penalty: 4549.268066
	Iteration 5F: 3 clusters Score -1038815 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1039116.937500 Penalty: 4549.268066
	Iteration 6Q: 3 clusters Score -1039117 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1039277.000000 Penalty: 4549.268066
	Iteration 7Q: 3 clusters Score -1039277 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1039356.500000 Penalty: 4549.268066
	Iteration 8Q: 3 clusters Score -1039356 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1039402.562500 Penalty: 4549.268066
	Iteration 9Q: 3 clusters Score -1039403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1039423.312500 Penalty: 4549.268066
	Iteration 10Q: 3 clusters Score -1039423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1039439.250000 Penalty: 4549.268066
	Iteration 11Q: 3 clusters Score -1039439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1039455.562500 Penalty: 4549.268066
	Iteration 12Q: 3 clusters Score -1039456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1039473.000000 Penalty: 4549.268066
	Iteration 13Q: 3 clusters Score -1039473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1039492.937500 Penalty: 4549.268066
	Iteration 14Q: 3 clusters Score -1039493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1039508.062500 Penalty: 4549.268066
	Iteration 15Q: 3 clusters Score -1039508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1039526.250000 Penalty: 4549.268066
	Iteration 16Q: 3 clusters Score -1039526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1039543.000000 Penalty: 4549.268066
	Iteration 17Q: 3 clusters Score -1039543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1039561.437500 Penalty: 4549.268066
	Iteration 18Q: 3 clusters Score -1039561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1039579.125000 Penalty: 4549.268066
	Iteration 19Q: 3 clusters Score -1039579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1039588.187500 Penalty: 4549.268066
	Iteration 20F: 3 clusters Score -1039588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1039598.125000 Penalty: 4549.268066
	Iteration 21Q: 3 clusters Score -1039598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1039610.250000 Penalty: 4549.268066
	Iteration 22Q: 3 clusters Score -1039610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1039613.125000 Penalty: 4549.268066
	Iteration 23Q: 3 clusters Score -1039613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1039616.562500 Penalty: 4549.268066
	Iteration 24Q: 3 clusters Score -1039617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1039618.812500 Penalty: 4549.268066
	Iteration 25Q: 3 clusters Score -1039619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1039620.750000 Penalty: 4549.268066
	Iteration 26Q: 3 clusters Score -1039621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1039625.250000 Penalty: 4549.268066
	Iteration 27Q: 3 clusters Score -1039625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1039627.750000 Penalty: 4549.268066
	Iteration 28Q: 3 clusters Score -1039628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1039627.500000 Penalty: 4549.268066
	Iteration 29Q: 3 clusters Score -1039628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1039627.687500 Penalty: 4549.268066
	Iteration 30Q: 3 clusters Score -1039628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1039631.187500 Penalty: 4549.268066
	Iteration 31Q: 3 clusters Score -1039631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1039631.062500 Penalty: 4549.268066
	Iteration 32Q: 3 clusters Score -1039631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1039629.937500 Penalty: 4549.268066
	Iteration 33Q: 3 clusters Score -1039630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1039631.125000 Penalty: 4549.268066
	Iteration 34Q: 3 clusters Score -1039631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1039632.750000 Penalty: 4549.268066
	Iteration 35Q: 3 clusters Score -1039633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1039632.750000 Penalty: 4549.268066
	Iteration 36F: 3 clusters Score -1039633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 25916 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 101849 members 
Mstep: Class 28 contains 5496 members 
Mstep: Class 29 contains 10341 members 
Mstep: Class 30 contains 4711 members 
Entering Unmasked Estep 
Score: -205456544.000000 Penalty: 107098.679688
Splitting cluster 16 changes total score from -205413088.000000 to -205456544.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (37525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Entering Unmasked Estep 
Score: -4153499.000000 Penalty: 2612.125000
	Iteration 0F: 2 clusters Score -4153499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4128095.750000 Penalty: 5224.250000
	Iteration 0F: 3 clusters Score -4128096 nChanged 17103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4137788.750000 Penalty: 5224.250000
	Iteration 1F: 3 clusters Score -4137789 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4138681.500000 Penalty: 5224.250000
	Iteration 2F: 3 clusters Score -4138682 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4139791.500000 Penalty: 5224.250000
	Iteration 3F: 3 clusters Score -4139792 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4141066.000000 Penalty: 5224.250000
	Iteration 4F: 3 clusters Score -4141066 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4142424.000000 Penalty: 5224.250000
	Iteration 5F: 3 clusters Score -4142424 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4143756.000000 Penalty: 5224.250000
	Iteration 6F: 3 clusters Score -4143756 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4145129.750000 Penalty: 5224.250000
	Iteration 7F: 3 clusters Score -4145130 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4146598.000000 Penalty: 5224.250000
	Iteration 8F: 3 clusters Score -4146598 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4147966.500000 Penalty: 5224.250000
	Iteration 9Q: 3 clusters Score -4147966 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4149310.000000 Penalty: 5224.250000
	Iteration 10Q: 3 clusters Score -4149310 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4150558.000000 Penalty: 5224.250000
	Iteration 11Q: 3 clusters Score -4150558 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -4151564.250000 Penalty: 5224.250000
	Iteration 12Q: 3 clusters Score -4151564 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4152216.000000 Penalty: 5224.250000
	Iteration 13Q: 3 clusters Score -4152216 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4152587.500000 Penalty: 5224.250000
	Iteration 14Q: 3 clusters Score -4152588 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4152809.250000 Penalty: 5224.250000
	Iteration 15Q: 3 clusters Score -4152809 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4152961.000000 Penalty: 5224.250000
	Iteration 16Q: 3 clusters Score -4152961 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4153038.750000 Penalty: 5224.250000
	Iteration 17Q: 3 clusters Score -4153039 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4153115.500000 Penalty: 5224.250000
	Iteration 18Q: 3 clusters Score -4153116 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4153167.750000 Penalty: 5224.250000
	Iteration 19Q: 3 clusters Score -4153168 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4153222.250000 Penalty: 5224.250000
	Iteration 20F: 3 clusters Score -4153222 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4153289.500000 Penalty: 5224.250000
	Iteration 21Q: 3 clusters Score -4153290 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4153333.750000 Penalty: 5224.250000
	Iteration 22Q: 3 clusters Score -4153334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4153391.250000 Penalty: 5224.250000
	Iteration 23Q: 3 clusters Score -4153391 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4153419.250000 Penalty: 5224.250000
	Iteration 24Q: 3 clusters Score -4153419 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4153445.000000 Penalty: 5224.250000
	Iteration 25Q: 3 clusters Score -4153445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4153475.750000 Penalty: 5224.250000
	Iteration 26Q: 3 clusters Score -4153476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4153501.000000 Penalty: 5224.250000
	Iteration 27Q: 3 clusters Score -4153501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4153511.250000 Penalty: 5224.250000
	Iteration 28Q: 3 clusters Score -4153511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4153514.750000 Penalty: 5224.250000
	Iteration 29Q: 3 clusters Score -4153515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4153519.750000 Penalty: 5224.250000
	Iteration 30Q: 3 clusters Score -4153520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4153519.250000 Penalty: 5224.250000
	Iteration 31Q: 3 clusters Score -4153519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4153519.750000 Penalty: 5224.250000
	Iteration 32Q: 3 clusters Score -4153520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4153525.000000 Penalty: 5224.250000
	Iteration 33Q: 3 clusters Score -4153525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4153524.500000 Penalty: 5224.250000
	Iteration 34Q: 3 clusters Score -4153524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4153532.000000 Penalty: 5224.250000
	Iteration 35Q: 3 clusters Score -4153532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4153535.750000 Penalty: 5224.250000
	Iteration 36Q: 3 clusters Score -4153536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4153542.500000 Penalty: 5224.250000
	Iteration 37Q: 3 clusters Score -4153542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4153535.750000 Penalty: 5224.250000
	Iteration 38Q: 3 clusters Score -4153536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4153535.000000 Penalty: 5224.250000
	Iteration 39Q: 3 clusters Score -4153535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4153538.250000 Penalty: 5224.250000
	Iteration 40F: 3 clusters Score -4153538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4153539.750000 Penalty: 5224.250000
	Iteration 41Q: 3 clusters Score -4153540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4153541.250000 Penalty: 5224.250000
	Iteration 42Q: 3 clusters Score -4153541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4153545.000000 Penalty: 5224.250000
	Iteration 43Q: 3 clusters Score -4153545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4153540.500000 Penalty: 5224.250000
	Iteration 44Q: 3 clusters Score -4153540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4153539.750000 Penalty: 5224.250000
	Iteration 45Q: 3 clusters Score -4153540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4153540.750000 Penalty: 5224.250000
	Iteration 46Q: 3 clusters Score -4153541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4153546.250000 Penalty: 5224.250000
	Iteration 47Q: 3 clusters Score -4153546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4153545.500000 Penalty: 5224.250000
	Iteration 48Q: 3 clusters Score -4153546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4153544.750000 Penalty: 5224.250000
	Iteration 49Q: 3 clusters Score -4153545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4153543.000000 Penalty: 5224.250000
	Iteration 50Q: 3 clusters Score -4153543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4153545.000000 Penalty: 5224.250000
	Iteration 51Q: 3 clusters Score -4153545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4153549.250000 Penalty: 5224.250000
	Iteration 52Q: 3 clusters Score -4153549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4153551.000000 Penalty: 5224.250000
	Iteration 53Q: 3 clusters Score -4153551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4153548.000000 Penalty: 5224.250000
	Iteration 54Q: 3 clusters Score -4153548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4153548.250000 Penalty: 5224.250000
	Iteration 55Q: 3 clusters Score -4153548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4153548.250000 Penalty: 5224.250000
	Iteration 56F: 3 clusters Score -4153548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 25916 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 101849 members 
Mstep: Class 28 contains 5496 members 
Mstep: Class 29 contains 10341 members 
Mstep: Class 30 contains 4711 members 
Mstep: Class 31 contains 32657 members 
Entering Unmasked Estep 
Score: -205455936.000000 Penalty: 110668.640625
Splitting cluster 17 changes total score from -205413088.000000 to -205455936.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (52110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Entering Unmasked Estep 
Score: -6328961.000000 Penalty: 2693.555908
	Iteration 0F: 2 clusters Score -6328961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -6294032.000000 Penalty: 5387.111816
	Iteration 0F: 3 clusters Score -6294032 nChanged 24026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -6307151.000000 Penalty: 5387.111816
	Iteration 1F: 3 clusters Score -6307151 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -6307708.000000 Penalty: 5387.111816
	Iteration 2Q: 3 clusters Score -6307708 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -6308222.000000 Penalty: 5387.111816
	Iteration 3Q: 3 clusters Score -6308222 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -6308947.000000 Penalty: 5387.111816
	Iteration 4Q: 3 clusters Score -6308947 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6310008.500000 Penalty: 5387.111816
	Iteration 5Q: 3 clusters Score -6310008 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -6311616.000000 Penalty: 5387.111816
	Iteration 6F: 3 clusters Score -6311616 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6313956.000000 Penalty: 5387.111816
	Iteration 7F: 3 clusters Score -6313956 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -6316804.500000 Penalty: 5387.111816
	Iteration 8F: 3 clusters Score -6316804 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -6319641.000000 Penalty: 5387.111816
	Iteration 9F: 3 clusters Score -6319641 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -6321882.500000 Penalty: 5387.111816
	Iteration 10F: 3 clusters Score -6321882 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -6323520.000000 Penalty: 5387.111816
	Iteration 11Q: 3 clusters Score -6323520 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -6324467.000000 Penalty: 5387.111816
	Iteration 12Q: 3 clusters Score -6324467 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6325053.000000 Penalty: 5387.111816
	Iteration 13Q: 3 clusters Score -6325053 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6325465.000000 Penalty: 5387.111816
	Iteration 14Q: 3 clusters Score -6325465 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -6325731.000000 Penalty: 5387.111816
	Iteration 15Q: 3 clusters Score -6325731 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -6325954.500000 Penalty: 5387.111816
	Iteration 16Q: 3 clusters Score -6325954 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -6326103.000000 Penalty: 5387.111816
	Iteration 17Q: 3 clusters Score -6326103 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -6326267.500000 Penalty: 5387.111816
	Iteration 18Q: 3 clusters Score -6326268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -6326358.000000 Penalty: 5387.111816
	Iteration 19Q: 3 clusters Score -6326358 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6326439.000000 Penalty: 5387.111816
	Iteration 20F: 3 clusters Score -6326439 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6326477.500000 Penalty: 5387.111816
	Iteration 21Q: 3 clusters Score -6326478 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -6326520.500000 Penalty: 5387.111816
	Iteration 22Q: 3 clusters Score -6326520 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -6326588.000000 Penalty: 5387.111816
	Iteration 23Q: 3 clusters Score -6326588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -6326628.500000 Penalty: 5387.111816
	Iteration 24Q: 3 clusters Score -6326628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -6326650.000000 Penalty: 5387.111816
	Iteration 25Q: 3 clusters Score -6326650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -6326665.500000 Penalty: 5387.111816
	Iteration 26Q: 3 clusters Score -6326666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6326688.000000 Penalty: 5387.111816
	Iteration 27Q: 3 clusters Score -6326688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -6326704.500000 Penalty: 5387.111816
	Iteration 28Q: 3 clusters Score -6326704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -6326733.500000 Penalty: 5387.111816
	Iteration 29Q: 3 clusters Score -6326734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -6326743.500000 Penalty: 5387.111816
	Iteration 30Q: 3 clusters Score -6326744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -6326763.500000 Penalty: 5387.111816
	Iteration 31Q: 3 clusters Score -6326764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -6326768.500000 Penalty: 5387.111816
	Iteration 32Q: 3 clusters Score -6326768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -6326775.500000 Penalty: 5387.111816
	Iteration 33Q: 3 clusters Score -6326776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -6326805.000000 Penalty: 5387.111816
	Iteration 34Q: 3 clusters Score -6326805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6326811.500000 Penalty: 5387.111816
	Iteration 35Q: 3 clusters Score -6326812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -6326807.500000 Penalty: 5387.111816
	Iteration 36Q: 3 clusters Score -6326808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6326816.000000 Penalty: 5387.111816
	Iteration 37Q: 3 clusters Score -6326816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -6326810.000000 Penalty: 5387.111816
	Iteration 38Q: 3 clusters Score -6326810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -6326816.000000 Penalty: 5387.111816
	Iteration 39Q: 3 clusters Score -6326816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -6326825.000000 Penalty: 5387.111816
	Iteration 40F: 3 clusters Score -6326825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -6326820.500000 Penalty: 5387.111816
	Iteration 41Q: 3 clusters Score -6326820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -6326832.500000 Penalty: 5387.111816
	Iteration 42Q: 3 clusters Score -6326832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6326829.500000 Penalty: 5387.111816
	Iteration 43Q: 3 clusters Score -6326830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6326841.000000 Penalty: 5387.111816
	Iteration 44Q: 3 clusters Score -6326841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -6326839.500000 Penalty: 5387.111816
	Iteration 45Q: 3 clusters Score -6326840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6326842.500000 Penalty: 5387.111816
	Iteration 46Q: 3 clusters Score -6326842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -6326853.000000 Penalty: 5387.111816
	Iteration 47Q: 3 clusters Score -6326853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6326851.500000 Penalty: 5387.111816
	Iteration 48Q: 3 clusters Score -6326852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6326854.000000 Penalty: 5387.111816
	Iteration 49Q: 3 clusters Score -6326854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -6326857.500000 Penalty: 5387.111816
	Iteration 50Q: 3 clusters Score -6326858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -6326853.000000 Penalty: 5387.111816
	Iteration 51Q: 3 clusters Score -6326853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -6326871.000000 Penalty: 5387.111816
	Iteration 52Q: 3 clusters Score -6326871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -6326867.000000 Penalty: 5387.111816
	Iteration 53Q: 3 clusters Score -6326867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6326869.500000 Penalty: 5387.111816
	Iteration 54Q: 3 clusters Score -6326870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6326865.000000 Penalty: 5387.111816
	Iteration 55Q: 3 clusters Score -6326865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6326864.500000 Penalty: 5387.111816
	Iteration 56Q: 3 clusters Score -6326864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -6326865.500000 Penalty: 5387.111816
	Iteration 57Q: 3 clusters Score -6326866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -6326863.500000 Penalty: 5387.111816
	Iteration 58Q: 3 clusters Score -6326864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -6326860.000000 Penalty: 5387.111816
	Iteration 59Q: 3 clusters Score -6326860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -6326864.000000 Penalty: 5387.111816
	Iteration 60F: 3 clusters Score -6326864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -6326865.000000 Penalty: 5387.111816
	Iteration 61Q: 3 clusters Score -6326865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -6326854.500000 Penalty: 5387.111816
	Iteration 62Q: 3 clusters Score -6326854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -6326848.500000 Penalty: 5387.111816
	Iteration 63Q: 3 clusters Score -6326848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -6326852.000000 Penalty: 5387.111816
	Iteration 64Q: 3 clusters Score -6326852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -6326853.000000 Penalty: 5387.111816
	Iteration 65Q: 3 clusters Score -6326853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6326854.000000 Penalty: 5387.111816
	Iteration 66Q: 3 clusters Score -6326854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6326857.500000 Penalty: 5387.111816
	Iteration 67Q: 3 clusters Score -6326858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -6326852.500000 Penalty: 5387.111816
	Iteration 68Q: 3 clusters Score -6326852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -6326860.500000 Penalty: 5387.111816
	Iteration 69Q: 3 clusters Score -6326860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -6326865.000000 Penalty: 5387.111816
	Iteration 70Q: 3 clusters Score -6326865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6326864.500000 Penalty: 5387.111816
	Iteration 71Q: 3 clusters Score -6326864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -6326869.000000 Penalty: 5387.111816
	Iteration 72Q: 3 clusters Score -6326869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -6326874.000000 Penalty: 5387.111816
	Iteration 73Q: 3 clusters Score -6326874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -6326872.500000 Penalty: 5387.111816
	Iteration 74Q: 3 clusters Score -6326872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6326871.500000 Penalty: 5387.111816
	Iteration 75Q: 3 clusters Score -6326872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6326874.500000 Penalty: 5387.111816
	Iteration 76Q: 3 clusters Score -6326874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6326871.500000 Penalty: 5387.111816
	Iteration 77Q: 3 clusters Score -6326872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -6326872.500000 Penalty: 5387.111816
	Iteration 78Q: 3 clusters Score -6326872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -6326876.500000 Penalty: 5387.111816
	Iteration 79Q: 3 clusters Score -6326876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6326872.000000 Penalty: 5387.111816
	Iteration 80F: 3 clusters Score -6326872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (228496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228496 members 
Entering Unmasked Estep 
Score: -26819706.000000 Penalty: 3060.140137
	Iteration 0F: 2 clusters Score -2.681971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114352 members 
Mstep: Class 2 contains 114144 members 
Entering Unmasked Estep 
Score: -26666454.000000 Penalty: 6120.280273
	Iteration 0F: 3 clusters Score -2.666645e+07 nChanged 110387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -26731114.000000 Penalty: 6120.280273
	Iteration 1F: 3 clusters Score -2.673111e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113562 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -26732734.000000 Penalty: 6120.280273
	Iteration 2Q: 3 clusters Score -2.673273e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -26734488.000000 Penalty: 6120.280273
	Iteration 3Q: 3 clusters Score -2.673449e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 117089 members 
Entering Unmasked Estep 
Score: -26737088.000000 Penalty: 6120.280273
	Iteration 4Q: 3 clusters Score -2.673709e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -26740828.000000 Penalty: 6120.280273
	Iteration 5Q: 3 clusters Score -2.674083e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -26745244.000000 Penalty: 6120.280273
	Iteration 6Q: 3 clusters Score -2.674524e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104145 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -26750508.000000 Penalty: 6120.280273
	Iteration 7F: 3 clusters Score -2.675051e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -26755976.000000 Penalty: 6120.280273
	Iteration 8F: 3 clusters Score -2.675598e+07 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 131360 members 
Entering Unmasked Estep 
Score: -26761154.000000 Penalty: 6120.280273
	Iteration 9Q: 3 clusters Score -2.676115e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 135229 members 
Entering Unmasked Estep 
Score: -26766324.000000 Penalty: 6120.280273
	Iteration 10Q: 3 clusters Score -2.676632e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -26771918.000000 Penalty: 6120.280273
	Iteration 11Q: 3 clusters Score -2.677192e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 143448 members 
Entering Unmasked Estep 
Score: -26777860.000000 Penalty: 6120.280273
	Iteration 12Q: 3 clusters Score -2.677786e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -26782502.000000 Penalty: 6120.280273
	Iteration 13Q: 3 clusters Score -2.67825e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 151505 members 
Entering Unmasked Estep 
Score: -26785694.000000 Penalty: 6120.280273
	Iteration 14Q: 3 clusters Score -2.678569e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -26787378.000000 Penalty: 6120.280273
	Iteration 15Q: 3 clusters Score -2.678738e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 159734 members 
Entering Unmasked Estep 
Score: -26788866.000000 Penalty: 6120.280273
	Iteration 16Q: 3 clusters Score -2.678887e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 164106 members 
Entering Unmasked Estep 
Score: -26790438.000000 Penalty: 6120.280273
	Iteration 17Q: 3 clusters Score -2.679044e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 168483 members 
Entering Unmasked Estep 
Score: -26791888.000000 Penalty: 6120.280273
	Iteration 18Q: 3 clusters Score -2.679189e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -26793338.000000 Penalty: 6120.280273
	Iteration 19Q: 3 clusters Score -2.679334e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 177338 members 
Entering Unmasked Estep 
Score: -26794992.000000 Penalty: 6120.280273
	Iteration 20F: 3 clusters Score -2.679499e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 181694 members 
Entering Unmasked Estep 
Score: -26796656.000000 Penalty: 6120.280273
	Iteration 21Q: 3 clusters Score -2.679666e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 185987 members 
Entering Unmasked Estep 
Score: -26798262.000000 Penalty: 6120.280273
	Iteration 22Q: 3 clusters Score -2.679826e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 190153 members 
Entering Unmasked Estep 
Score: -26800050.000000 Penalty: 6120.280273
	Iteration 23Q: 3 clusters Score -2.680005e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 194070 members 
Entering Unmasked Estep 
Score: -26801618.000000 Penalty: 6120.280273
	Iteration 24Q: 3 clusters Score -2.680162e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 197782 members 
Entering Unmasked Estep 
Score: -26803208.000000 Penalty: 6120.280273
	Iteration 25Q: 3 clusters Score -2.680321e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 201299 members 
Entering Unmasked Estep 
Score: -26804876.000000 Penalty: 6120.280273
	Iteration 26Q: 3 clusters Score -2.680488e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 204594 members 
Entering Unmasked Estep 
Score: -26806680.000000 Penalty: 6120.280273
	Iteration 27Q: 3 clusters Score -2.680668e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 207639 members 
Entering Unmasked Estep 
Score: -26808444.000000 Penalty: 6120.280273
	Iteration 28Q: 3 clusters Score -2.680844e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 210254 members 
Entering Unmasked Estep 
Score: -26810162.000000 Penalty: 6120.280273
	Iteration 29Q: 3 clusters Score -2.681016e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 212506 members 
Entering Unmasked Estep 
Score: -26811726.000000 Penalty: 6120.280273
	Iteration 30Q: 3 clusters Score -2.681173e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 214360 members 
Entering Unmasked Estep 
Score: -26813020.000000 Penalty: 6120.280273
	Iteration 31Q: 3 clusters Score -2.681302e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 215939 members 
Entering Unmasked Estep 
Score: -26814038.000000 Penalty: 6120.280273
	Iteration 32Q: 3 clusters Score -2.681404e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 217181 members 
Entering Unmasked Estep 
Score: -26814592.000000 Penalty: 6120.280273
	Iteration 33Q: 3 clusters Score -2.681459e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 218303 members 
Entering Unmasked Estep 
Score: -26815154.000000 Penalty: 6120.280273
	Iteration 34Q: 3 clusters Score -2.681515e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 219254 members 
Entering Unmasked Estep 
Score: -26815538.000000 Penalty: 6120.280273
	Iteration 35Q: 3 clusters Score -2.681554e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 220046 members 
Entering Unmasked Estep 
Score: -26815816.000000 Penalty: 6120.280273
	Iteration 36Q: 3 clusters Score -2.681582e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 220718 members 
Entering Unmasked Estep 
Score: -26816102.000000 Penalty: 6120.280273
	Iteration 37Q: 3 clusters Score -2.68161e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 221290 members 
Entering Unmasked Estep 
Score: -26816286.000000 Penalty: 6120.280273
	Iteration 38Q: 3 clusters Score -2.681629e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 221771 members 
Entering Unmasked Estep 
Score: -26816368.000000 Penalty: 6120.280273
	Iteration 39Q: 3 clusters Score -2.681637e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 222162 members 
Entering Unmasked Estep 
Score: -26816480.000000 Penalty: 6120.280273
	Iteration 40F: 3 clusters Score -2.681648e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 222512 members 
Entering Unmasked Estep 
Score: -26816490.000000 Penalty: 6120.280273
	Iteration 41Q: 3 clusters Score -2.681649e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 222829 members 
Entering Unmasked Estep 
Score: -26816552.000000 Penalty: 6120.280273
	Iteration 42Q: 3 clusters Score -2.681655e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 223101 members 
Entering Unmasked Estep 
Score: -26816684.000000 Penalty: 6120.280273
	Iteration 43Q: 3 clusters Score -2.681668e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 223356 members 
Entering Unmasked Estep 
Score: -26816738.000000 Penalty: 6120.280273
	Iteration 44Q: 3 clusters Score -2.681674e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 223584 members 
Entering Unmasked Estep 
Score: -26816764.000000 Penalty: 6120.280273
	Iteration 45Q: 3 clusters Score -2.681676e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 223793 members 
Entering Unmasked Estep 
Score: -26816854.000000 Penalty: 6120.280273
	Iteration 46Q: 3 clusters Score -2.681685e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 223959 members 
Entering Unmasked Estep 
Score: -26816886.000000 Penalty: 6120.280273
	Iteration 47Q: 3 clusters Score -2.681689e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 224112 members 
Entering Unmasked Estep 
Score: -26816894.000000 Penalty: 6120.280273
	Iteration 48Q: 3 clusters Score -2.681689e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 224250 members 
Entering Unmasked Estep 
Score: -26816900.000000 Penalty: 6120.280273
	Iteration 49Q: 3 clusters Score -2.68169e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 224376 members 
Entering Unmasked Estep 
Score: -26816942.000000 Penalty: 6120.280273
	Iteration 50Q: 3 clusters Score -2.681694e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 224488 members 
Entering Unmasked Estep 
Score: -26816938.000000 Penalty: 6120.280273
	Iteration 51Q: 3 clusters Score -2.681694e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 224607 members 
Entering Unmasked Estep 
Score: -26816936.000000 Penalty: 6120.280273
	Iteration 52Q: 3 clusters Score -2.681694e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 224717 members 
Entering Unmasked Estep 
Score: -26816984.000000 Penalty: 6120.280273
	Iteration 53Q: 3 clusters Score -2.681698e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 224823 members 
Entering Unmasked Estep 
Score: -26817006.000000 Penalty: 6120.280273
	Iteration 54Q: 3 clusters Score -2.681701e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 224912 members 
Entering Unmasked Estep 
Score: -26816966.000000 Penalty: 6120.280273
	Iteration 55Q: 3 clusters Score -2.681697e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 225008 members 
Entering Unmasked Estep 
Score: -26817008.000000 Penalty: 6120.280273
	Iteration 56Q: 3 clusters Score -2.681701e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 225082 members 
Entering Unmasked Estep 
Score: -26817070.000000 Penalty: 6120.280273
	Iteration 57Q: 3 clusters Score -2.681707e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 225154 members 
Entering Unmasked Estep 
Score: -26817046.000000 Penalty: 6120.280273
	Iteration 58Q: 3 clusters Score -2.681705e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 225216 members 
Entering Unmasked Estep 
Score: -26817094.000000 Penalty: 6120.280273
	Iteration 59Q: 3 clusters Score -2.681709e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 225273 members 
Entering Unmasked Estep 
Score: -26817110.000000 Penalty: 6120.280273
	Iteration 60F: 3 clusters Score -2.681711e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 225328 members 
Entering Unmasked Estep 
Score: -26817122.000000 Penalty: 6120.280273
	Iteration 61Q: 3 clusters Score -2.681712e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 225374 members 
Entering Unmasked Estep 
Score: -26817130.000000 Penalty: 6120.280273
	Iteration 62Q: 3 clusters Score -2.681713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 225431 members 
Entering Unmasked Estep 
Score: -26817116.000000 Penalty: 6120.280273
	Iteration 63Q: 3 clusters Score -2.681712e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 225488 members 
Entering Unmasked Estep 
Score: -26817128.000000 Penalty: 6120.280273
	Iteration 64Q: 3 clusters Score -2.681713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 225528 members 
Entering Unmasked Estep 
Score: -26817166.000000 Penalty: 6120.280273
	Iteration 65Q: 3 clusters Score -2.681717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 225568 members 
Entering Unmasked Estep 
Score: -26817146.000000 Penalty: 6120.280273
	Iteration 66Q: 3 clusters Score -2.681715e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 225606 members 
Entering Unmasked Estep 
Score: -26817176.000000 Penalty: 6120.280273
	Iteration 67Q: 3 clusters Score -2.681718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 225652 members 
Entering Unmasked Estep 
Score: -26817168.000000 Penalty: 6120.280273
	Iteration 68Q: 3 clusters Score -2.681717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 225687 members 
Entering Unmasked Estep 
Score: -26817232.000000 Penalty: 6120.280273
	Iteration 69Q: 3 clusters Score -2.681723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 225718 members 
Entering Unmasked Estep 
Score: -26817240.000000 Penalty: 6120.280273
	Iteration 70Q: 3 clusters Score -2.681724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 225755 members 
Entering Unmasked Estep 
Score: -26817240.000000 Penalty: 6120.280273
	Iteration 71Q: 3 clusters Score -2.681724e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 225788 members 
Entering Unmasked Estep 
Score: -26817244.000000 Penalty: 6120.280273
	Iteration 72Q: 3 clusters Score -2.681724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 225816 members 
Entering Unmasked Estep 
Score: -26817234.000000 Penalty: 6120.280273
	Iteration 73Q: 3 clusters Score -2.681723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 225849 members 
Entering Unmasked Estep 
Score: -26817238.000000 Penalty: 6120.280273
	Iteration 74Q: 3 clusters Score -2.681724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 225867 members 
Entering Unmasked Estep 
Score: -26817240.000000 Penalty: 6120.280273
	Iteration 75Q: 3 clusters Score -2.681724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 225889 members 
Entering Unmasked Estep 
Score: -26817250.000000 Penalty: 6120.280273
	Iteration 76Q: 3 clusters Score -2.681725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 225912 members 
Entering Unmasked Estep 
Score: -26817256.000000 Penalty: 6120.280273
	Iteration 77Q: 3 clusters Score -2.681726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 225933 members 
Entering Unmasked Estep 
Score: -26817268.000000 Penalty: 6120.280273
	Iteration 78Q: 3 clusters Score -2.681727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 225950 members 
Entering Unmasked Estep 
Score: -26817276.000000 Penalty: 6120.280273
	Iteration 79Q: 3 clusters Score -2.681728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 225960 members 
Entering Unmasked Estep 
Score: -26817254.000000 Penalty: 6120.280273
	Iteration 80F: 3 clusters Score -2.681725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 225975 members 
Entering Unmasked Estep 
Score: -26817258.000000 Penalty: 6120.280273
	Iteration 81Q: 3 clusters Score -2.681726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 225990 members 
Entering Unmasked Estep 
Score: -26817270.000000 Penalty: 6120.280273
	Iteration 82Q: 3 clusters Score -2.681727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 226001 members 
Entering Unmasked Estep 
Score: -26817250.000000 Penalty: 6120.280273
	Iteration 83Q: 3 clusters Score -2.681725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 226008 members 
Entering Unmasked Estep 
Score: -26817238.000000 Penalty: 6120.280273
	Iteration 84Q: 3 clusters Score -2.681724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 226018 members 
Entering Unmasked Estep 
Score: -26817220.000000 Penalty: 6120.280273
	Iteration 85Q: 3 clusters Score -2.681722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 226030 members 
Entering Unmasked Estep 
Score: -26817212.000000 Penalty: 6120.280273
	Iteration 86Q: 3 clusters Score -2.681721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 226041 members 
Entering Unmasked Estep 
Score: -26817246.000000 Penalty: 6120.280273
	Iteration 87Q: 3 clusters Score -2.681725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 226054 members 
Entering Unmasked Estep 
Score: -26817250.000000 Penalty: 6120.280273
	Iteration 88Q: 3 clusters Score -2.681725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 226063 members 
Entering Unmasked Estep 
Score: -26817242.000000 Penalty: 6120.280273
	Iteration 89Q: 3 clusters Score -2.681724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 226075 members 
Entering Unmasked Estep 
Score: -26817226.000000 Penalty: 6120.280273
	Iteration 90Q: 3 clusters Score -2.681723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 226084 members 
Entering Unmasked Estep 
Score: -26817234.000000 Penalty: 6120.280273
	Iteration 91Q: 3 clusters Score -2.681723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 226096 members 
Entering Unmasked Estep 
Score: -26817220.000000 Penalty: 6120.280273
	Iteration 92Q: 3 clusters Score -2.681722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 226104 members 
Entering Unmasked Estep 
Score: -26817220.000000 Penalty: 6120.280273
	Iteration 93Q: 3 clusters Score -2.681722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 226111 members 
Entering Unmasked Estep 
Score: -26817204.000000 Penalty: 6120.280273
	Iteration 94Q: 3 clusters Score -2.68172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 226117 members 
Entering Unmasked Estep 
Score: -26817212.000000 Penalty: 6120.280273
	Iteration 95Q: 3 clusters Score -2.681721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 226125 members 
Entering Unmasked Estep 
Score: -26817216.000000 Penalty: 6120.280273
	Iteration 96Q: 3 clusters Score -2.681722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 226131 members 
Entering Unmasked Estep 
Score: -26817218.000000 Penalty: 6120.280273
	Iteration 97Q: 3 clusters Score -2.681722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 226136 members 
Entering Unmasked Estep 
Score: -26817224.000000 Penalty: 6120.280273
	Iteration 98Q: 3 clusters Score -2.681722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 226148 members 
Entering Unmasked Estep 
Score: -26817238.000000 Penalty: 6120.280273
	Iteration 99Q: 3 clusters Score -2.681724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 226158 members 
Entering Unmasked Estep 
Score: -26817246.000000 Penalty: 6120.280273
	Iteration 100F: 3 clusters Score -2.681725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 226163 members 
Entering Unmasked Estep 
Score: -26817250.000000 Penalty: 6120.280273
	Iteration 101Q: 3 clusters Score -2.681725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 226166 members 
Entering Unmasked Estep 
Score: -26817248.000000 Penalty: 6120.280273
	Iteration 102Q: 3 clusters Score -2.681725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 226177 members 
Entering Unmasked Estep 
Score: -26817234.000000 Penalty: 6120.280273
	Iteration 103Q: 3 clusters Score -2.681723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 226180 members 
Entering Unmasked Estep 
Score: -26817236.000000 Penalty: 6120.280273
	Iteration 104Q: 3 clusters Score -2.681724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 226183 members 
Entering Unmasked Estep 
Score: -26817244.000000 Penalty: 6120.280273
	Iteration 105Q: 3 clusters Score -2.681724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 226189 members 
Entering Unmasked Estep 
Score: -26817224.000000 Penalty: 6120.280273
	Iteration 106Q: 3 clusters Score -2.681722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 226195 members 
Entering Unmasked Estep 
Score: -26817240.000000 Penalty: 6120.280273
	Iteration 107Q: 3 clusters Score -2.681724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 226198 members 
Entering Unmasked Estep 
Score: -26817232.000000 Penalty: 6120.280273
	Iteration 108Q: 3 clusters Score -2.681723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 226203 members 
Entering Unmasked Estep 
Score: -26817248.000000 Penalty: 6120.280273
	Iteration 109Q: 3 clusters Score -2.681725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 226209 members 
Entering Unmasked Estep 
Score: -26817252.000000 Penalty: 6120.280273
	Iteration 110Q: 3 clusters Score -2.681725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 226216 members 
Entering Unmasked Estep 
Score: -26817248.000000 Penalty: 6120.280273
	Iteration 111Q: 3 clusters Score -2.681725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 226220 members 
Entering Unmasked Estep 
Score: -26817268.000000 Penalty: 6120.280273
	Iteration 112Q: 3 clusters Score -2.681727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 226226 members 
Entering Unmasked Estep 
Score: -26817264.000000 Penalty: 6120.280273
	Iteration 113Q: 3 clusters Score -2.681726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 226229 members 
Entering Unmasked Estep 
Score: -26817242.000000 Penalty: 6120.280273
	Iteration 114Q: 3 clusters Score -2.681724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 226233 members 
Entering Unmasked Estep 
Score: -26817250.000000 Penalty: 6120.280273
	Iteration 115Q: 3 clusters Score -2.681725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 226235 members 
Entering Unmasked Estep 
Score: -26817262.000000 Penalty: 6120.280273
	Iteration 116Q: 3 clusters Score -2.681726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 226236 members 
Entering Unmasked Estep 
Score: -26817262.000000 Penalty: 6120.280273
	Iteration 117Q: 3 clusters Score -2.681726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 226239 members 
Entering Unmasked Estep 
Score: -26817270.000000 Penalty: 6120.280273
	Iteration 118Q: 3 clusters Score -2.681727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 226240 members 
Entering Unmasked Estep 
Score: -26817280.000000 Penalty: 6120.280273
	Iteration 119Q: 3 clusters Score -2.681728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 226242 members 
Entering Unmasked Estep 
Score: -26817284.000000 Penalty: 6120.280273
	Iteration 120F: 3 clusters Score -2.681728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 226243 members 
Entering Unmasked Estep 
Score: -26817268.000000 Penalty: 6120.280273
	Iteration 121Q: 3 clusters Score -2.681727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 226243 members 
Entering Unmasked Estep 
Score: -26817268.000000 Penalty: 6120.280273
	Iteration 122F: 3 clusters Score -2.681727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Entering Unmasked Estep 
Score: -3393906.750000 Penalty: 2563.894531
	Iteration 0F: 2 clusters Score -3393907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3372971.500000 Penalty: 5127.789062
	Iteration 0F: 3 clusters Score -3372972 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3380760.750000 Penalty: 5127.789062
	Iteration 1F: 3 clusters Score -3380761 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3381797.000000 Penalty: 5127.789062
	Iteration 2F: 3 clusters Score -3381797 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3382961.500000 Penalty: 5127.789062
	Iteration 3F: 3 clusters Score -3382962 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3384269.250000 Penalty: 5127.789062
	Iteration 4F: 3 clusters Score -3384269 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3385601.500000 Penalty: 5127.789062
	Iteration 5F: 3 clusters Score -3385602 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3386805.250000 Penalty: 5127.789062
	Iteration 6F: 3 clusters Score -3386805 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3387786.750000 Penalty: 5127.789062
	Iteration 7F: 3 clusters Score -3387787 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3388514.500000 Penalty: 5127.789062
	Iteration 8Q: 3 clusters Score -3388514 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3389036.250000 Penalty: 5127.789062
	Iteration 9Q: 3 clusters Score -3389036 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3389402.500000 Penalty: 5127.789062
	Iteration 10Q: 3 clusters Score -3389402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3389645.500000 Penalty: 5127.789062
	Iteration 11Q: 3 clusters Score -3389646 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3389823.750000 Penalty: 5127.789062
	Iteration 12Q: 3 clusters Score -3389824 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3389966.750000 Penalty: 5127.789062
	Iteration 13Q: 3 clusters Score -3389967 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3390083.250000 Penalty: 5127.789062
	Iteration 14Q: 3 clusters Score -3390083 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3390184.500000 Penalty: 5127.789062
	Iteration 15Q: 3 clusters Score -3390184 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3390296.250000 Penalty: 5127.789062
	Iteration 16Q: 3 clusters Score -3390296 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3390362.250000 Penalty: 5127.789062
	Iteration 17Q: 3 clusters Score -3390362 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3390417.750000 Penalty: 5127.789062
	Iteration 18Q: 3 clusters Score -3390418 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3390494.500000 Penalty: 5127.789062
	Iteration 19Q: 3 clusters Score -3390494 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3390545.000000 Penalty: 5127.789062
	Iteration 20F: 3 clusters Score -3390545 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3390599.500000 Penalty: 5127.789062
	Iteration 21Q: 3 clusters Score -3390600 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3390641.750000 Penalty: 5127.789062
	Iteration 22Q: 3 clusters Score -3390642 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3390694.000000 Penalty: 5127.789062
	Iteration 23Q: 3 clusters Score -3390694 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3390734.000000 Penalty: 5127.789062
	Iteration 24Q: 3 clusters Score -3390734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3390755.250000 Penalty: 5127.789062
	Iteration 25Q: 3 clusters Score -3390755 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3390800.500000 Penalty: 5127.789062
	Iteration 26Q: 3 clusters Score -3390800 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3390824.750000 Penalty: 5127.789062
	Iteration 27Q: 3 clusters Score -3390825 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3390878.750000 Penalty: 5127.789062
	Iteration 28Q: 3 clusters Score -3390879 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3390927.250000 Penalty: 5127.789062
	Iteration 29Q: 3 clusters Score -3390927 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3390968.500000 Penalty: 5127.789062
	Iteration 30Q: 3 clusters Score -3390968 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3391024.500000 Penalty: 5127.789062
	Iteration 31Q: 3 clusters Score -3391024 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3391117.750000 Penalty: 5127.789062
	Iteration 32Q: 3 clusters Score -3391118 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3391203.750000 Penalty: 5127.789062
	Iteration 33Q: 3 clusters Score -3391204 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3391276.750000 Penalty: 5127.789062
	Iteration 34Q: 3 clusters Score -3391277 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3391372.750000 Penalty: 5127.789062
	Iteration 35Q: 3 clusters Score -3391373 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3391465.000000 Penalty: 5127.789062
	Iteration 36Q: 3 clusters Score -3391465 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3391588.000000 Penalty: 5127.789062
	Iteration 37Q: 3 clusters Score -3391588 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3391670.750000 Penalty: 5127.789062
	Iteration 38Q: 3 clusters Score -3391671 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3391775.250000 Penalty: 5127.789062
	Iteration 39Q: 3 clusters Score -3391775 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3391894.750000 Penalty: 5127.789062
	Iteration 40F: 3 clusters Score -3391895 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3391967.750000 Penalty: 5127.789062
	Iteration 41Q: 3 clusters Score -3391968 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3392046.000000 Penalty: 5127.789062
	Iteration 42Q: 3 clusters Score -3392046 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3392113.250000 Penalty: 5127.789062
	Iteration 43Q: 3 clusters Score -3392113 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3392194.250000 Penalty: 5127.789062
	Iteration 44Q: 3 clusters Score -3392194 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3392272.000000 Penalty: 5127.789062
	Iteration 45Q: 3 clusters Score -3392272 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3392344.250000 Penalty: 5127.789062
	Iteration 46Q: 3 clusters Score -3392344 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3392425.250000 Penalty: 5127.789062
	Iteration 47Q: 3 clusters Score -3392425 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3392503.500000 Penalty: 5127.789062
	Iteration 48Q: 3 clusters Score -3392504 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3392582.250000 Penalty: 5127.789062
	Iteration 49Q: 3 clusters Score -3392582 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3392645.500000 Penalty: 5127.789062
	Iteration 50Q: 3 clusters Score -3392646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3392700.500000 Penalty: 5127.789062
	Iteration 51Q: 3 clusters Score -3392700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3392759.750000 Penalty: 5127.789062
	Iteration 52Q: 3 clusters Score -3392760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3392785.250000 Penalty: 5127.789062
	Iteration 53Q: 3 clusters Score -3392785 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3392843.750000 Penalty: 5127.789062
	Iteration 54Q: 3 clusters Score -3392844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3392886.250000 Penalty: 5127.789062
	Iteration 55Q: 3 clusters Score -3392886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3392944.250000 Penalty: 5127.789062
	Iteration 56Q: 3 clusters Score -3392944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3393021.750000 Penalty: 5127.789062
	Iteration 57Q: 3 clusters Score -3393022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3393114.750000 Penalty: 5127.789062
	Iteration 58Q: 3 clusters Score -3393115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3393229.000000 Penalty: 5127.789062
	Iteration 59Q: 3 clusters Score -3393229 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3393385.000000 Penalty: 5127.789062
	Iteration 60F: 3 clusters Score -3393385 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3393473.500000 Penalty: 5127.789062
	Iteration 61Q: 3 clusters Score -3393474 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3393519.500000 Penalty: 5127.789062
	Iteration 62Q: 3 clusters Score -3393520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3393538.000000 Penalty: 5127.789062
	Iteration 63Q: 3 clusters Score -3393538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3393555.750000 Penalty: 5127.789062
	Iteration 64Q: 3 clusters Score -3393556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3393564.750000 Penalty: 5127.789062
	Iteration 65Q: 3 clusters Score -3393565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3393560.250000 Penalty: 5127.789062
	Iteration 66Q: 3 clusters Score -3393560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3393559.750000 Penalty: 5127.789062
	Iteration 67Q: 3 clusters Score -3393560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3393568.000000 Penalty: 5127.789062
	Iteration 68Q: 3 clusters Score -3393568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3393570.750000 Penalty: 5127.789062
	Iteration 69Q: 3 clusters Score -3393571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3393574.250000 Penalty: 5127.789062
	Iteration 70Q: 3 clusters Score -3393574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3393573.750000 Penalty: 5127.789062
	Iteration 71Q: 3 clusters Score -3393574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3393577.750000 Penalty: 5127.789062
	Iteration 72Q: 3 clusters Score -3393578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3393574.750000 Penalty: 5127.789062
	Iteration 73Q: 3 clusters Score -3393575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3393574.750000 Penalty: 5127.789062
	Iteration 74F: 3 clusters Score -3393575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Entering Unmasked Estep 
Score: -2880347.000000 Penalty: 2519.139404
	Iteration 0F: 2 clusters Score -2880347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2862549.000000 Penalty: 5038.278809
	Iteration 0F: 3 clusters Score -2862549 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2869022.250000 Penalty: 5038.278809
	Iteration 1F: 3 clusters Score -2869022 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2870043.500000 Penalty: 5038.278809
	Iteration 2F: 3 clusters Score -2870044 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2871326.250000 Penalty: 5038.278809
	Iteration 3F: 3 clusters Score -2871326 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2872849.500000 Penalty: 5038.278809
	Iteration 4F: 3 clusters Score -2872850 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2874444.750000 Penalty: 5038.278809
	Iteration 5F: 3 clusters Score -2874445 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2875900.000000 Penalty: 5038.278809
	Iteration 6F: 3 clusters Score -2875900 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2877137.500000 Penalty: 5038.278809
	Iteration 7F: 3 clusters Score -2877138 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2878049.500000 Penalty: 5038.278809
	Iteration 8Q: 3 clusters Score -2878050 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2878623.000000 Penalty: 5038.278809
	Iteration 9Q: 3 clusters Score -2878623 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2878997.000000 Penalty: 5038.278809
	Iteration 10Q: 3 clusters Score -2878997 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2879191.250000 Penalty: 5038.278809
	Iteration 11Q: 3 clusters Score -2879191 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2879291.500000 Penalty: 5038.278809
	Iteration 12Q: 3 clusters Score -2879292 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2879392.500000 Penalty: 5038.278809
	Iteration 13Q: 3 clusters Score -2879392 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2879465.750000 Penalty: 5038.278809
	Iteration 14Q: 3 clusters Score -2879466 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2879510.250000 Penalty: 5038.278809
	Iteration 15Q: 3 clusters Score -2879510 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2879550.000000 Penalty: 5038.278809
	Iteration 16Q: 3 clusters Score -2879550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2879577.000000 Penalty: 5038.278809
	Iteration 17Q: 3 clusters Score -2879577 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2879606.750000 Penalty: 5038.278809
	Iteration 18Q: 3 clusters Score -2879607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2879606.500000 Penalty: 5038.278809
	Iteration 19Q: 3 clusters Score -2879606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2879614.250000 Penalty: 5038.278809
	Iteration 20F: 3 clusters Score -2879614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2879619.500000 Penalty: 5038.278809
	Iteration 21Q: 3 clusters Score -2879620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2879618.750000 Penalty: 5038.278809
	Iteration 22Q: 3 clusters Score -2879619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2879615.500000 Penalty: 5038.278809
	Iteration 23Q: 3 clusters Score -2879616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2879618.000000 Penalty: 5038.278809
	Iteration 24Q: 3 clusters Score -2879618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2879625.750000 Penalty: 5038.278809
	Iteration 25Q: 3 clusters Score -2879626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2879628.000000 Penalty: 5038.278809
	Iteration 26Q: 3 clusters Score -2879628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2879630.250000 Penalty: 5038.278809
	Iteration 27Q: 3 clusters Score -2879630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2879630.750000 Penalty: 5038.278809
	Iteration 28Q: 3 clusters Score -2879631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2879633.250000 Penalty: 5038.278809
	Iteration 29Q: 3 clusters Score -2879633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2879634.000000 Penalty: 5038.278809
	Iteration 30Q: 3 clusters Score -2879634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2879638.250000 Penalty: 5038.278809
	Iteration 31Q: 3 clusters Score -2879638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2879633.000000 Penalty: 5038.278809
	Iteration 32Q: 3 clusters Score -2879633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2879636.000000 Penalty: 5038.278809
	Iteration 33Q: 3 clusters Score -2879636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2879634.500000 Penalty: 5038.278809
	Iteration 34Q: 3 clusters Score -2879634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2879636.500000 Penalty: 5038.278809
	Iteration 35Q: 3 clusters Score -2879636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2879634.500000 Penalty: 5038.278809
	Iteration 36Q: 3 clusters Score -2879634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2879633.750000 Penalty: 5038.278809
	Iteration 37Q: 3 clusters Score -2879634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2879634.500000 Penalty: 5038.278809
	Iteration 38Q: 3 clusters Score -2879634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2879634.500000 Penalty: 5038.278809
	Iteration 39F: 3 clusters Score -2879634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Entering Unmasked Estep 
Score: -2799285.500000 Penalty: 2502.435303
	Iteration 0F: 2 clusters Score -2799286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2782639.250000 Penalty: 5004.870605
	Iteration 0F: 3 clusters Score -2782639 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2788717.250000 Penalty: 5004.870605
	Iteration 1F: 3 clusters Score -2788717 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2789792.250000 Penalty: 5004.870605
	Iteration 2F: 3 clusters Score -2789792 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2791494.250000 Penalty: 5004.870605
	Iteration 3F: 3 clusters Score -2791494 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2793537.250000 Penalty: 5004.870605
	Iteration 4F: 3 clusters Score -2793537 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2795140.250000 Penalty: 5004.870605
	Iteration 5F: 3 clusters Score -2795140 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2796082.250000 Penalty: 5004.870605
	Iteration 6F: 3 clusters Score -2796082 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2796600.750000 Penalty: 5004.870605
	Iteration 7Q: 3 clusters Score -2796601 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2796894.500000 Penalty: 5004.870605
	Iteration 8Q: 3 clusters Score -2796894 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2797111.750000 Penalty: 5004.870605
	Iteration 9Q: 3 clusters Score -2797112 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2797302.000000 Penalty: 5004.870605
	Iteration 10Q: 3 clusters Score -2797302 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2797461.000000 Penalty: 5004.870605
	Iteration 11Q: 3 clusters Score -2797461 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2797604.500000 Penalty: 5004.870605
	Iteration 12Q: 3 clusters Score -2797604 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2797682.250000 Penalty: 5004.870605
	Iteration 13Q: 3 clusters Score -2797682 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2797728.750000 Penalty: 5004.870605
	Iteration 14Q: 3 clusters Score -2797729 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2797784.500000 Penalty: 5004.870605
	Iteration 15Q: 3 clusters Score -2797784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2797797.750000 Penalty: 5004.870605
	Iteration 16Q: 3 clusters Score -2797798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2797816.000000 Penalty: 5004.870605
	Iteration 17Q: 3 clusters Score -2797816 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2797834.000000 Penalty: 5004.870605
	Iteration 18Q: 3 clusters Score -2797834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2797835.000000 Penalty: 5004.870605
	Iteration 19Q: 3 clusters Score -2797835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2797849.000000 Penalty: 5004.870605
	Iteration 20F: 3 clusters Score -2797849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2797863.500000 Penalty: 5004.870605
	Iteration 21Q: 3 clusters Score -2797864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2797863.750000 Penalty: 5004.870605
	Iteration 22Q: 3 clusters Score -2797864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2797870.750000 Penalty: 5004.870605
	Iteration 23Q: 3 clusters Score -2797871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2797875.250000 Penalty: 5004.870605
	Iteration 24Q: 3 clusters Score -2797875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2797871.250000 Penalty: 5004.870605
	Iteration 25Q: 3 clusters Score -2797871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2797877.750000 Penalty: 5004.870605
	Iteration 26Q: 3 clusters Score -2797878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2797884.750000 Penalty: 5004.870605
	Iteration 27Q: 3 clusters Score -2797885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2797885.500000 Penalty: 5004.870605
	Iteration 28Q: 3 clusters Score -2797886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2797885.000000 Penalty: 5004.870605
	Iteration 29Q: 3 clusters Score -2797885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2797885.000000 Penalty: 5004.870605
	Iteration 30Q: 3 clusters Score -2797885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2797889.750000 Penalty: 5004.870605
	Iteration 31Q: 3 clusters Score -2797890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2797891.000000 Penalty: 5004.870605
	Iteration 32Q: 3 clusters Score -2797891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2797887.750000 Penalty: 5004.870605
	Iteration 33Q: 3 clusters Score -2797888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2797888.000000 Penalty: 5004.870605
	Iteration 34Q: 3 clusters Score -2797888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2797890.750000 Penalty: 5004.870605
	Iteration 35Q: 3 clusters Score -2797891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2797890.500000 Penalty: 5004.870605
	Iteration 36Q: 3 clusters Score -2797890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2797890.250000 Penalty: 5004.870605
	Iteration 37Q: 3 clusters Score -2797890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2797892.000000 Penalty: 5004.870605
	Iteration 38Q: 3 clusters Score -2797892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2797893.750000 Penalty: 5004.870605
	Iteration 39Q: 3 clusters Score -2797894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2797893.750000 Penalty: 5004.870605
	Iteration 40F: 3 clusters Score -2797894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Entering Unmasked Estep 
Score: -3739810.000000 Penalty: 2574.601807
	Iteration 0F: 2 clusters Score -3739810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3717811.500000 Penalty: 5149.203613
	Iteration 0F: 3 clusters Score -3717812 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3725849.250000 Penalty: 5149.203613
	Iteration 1F: 3 clusters Score -3725849 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3726417.000000 Penalty: 5149.203613
	Iteration 2Q: 3 clusters Score -3726417 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3727006.500000 Penalty: 5149.203613
	Iteration 3Q: 3 clusters Score -3727006 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3727638.250000 Penalty: 5149.203613
	Iteration 4Q: 3 clusters Score -3727638 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3728283.750000 Penalty: 5149.203613
	Iteration 5Q: 3 clusters Score -3728284 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3729093.250000 Penalty: 5149.203613
	Iteration 6Q: 3 clusters Score -3729093 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3730023.000000 Penalty: 5149.203613
	Iteration 7F: 3 clusters Score -3730023 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3731024.750000 Penalty: 5149.203613
	Iteration 8Q: 3 clusters Score -3731025 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3732054.500000 Penalty: 5149.203613
	Iteration 9Q: 3 clusters Score -3732054 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3732951.500000 Penalty: 5149.203613
	Iteration 10Q: 3 clusters Score -3732952 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3733574.250000 Penalty: 5149.203613
	Iteration 11Q: 3 clusters Score -3733574 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3734024.750000 Penalty: 5149.203613
	Iteration 12Q: 3 clusters Score -3734025 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3734371.000000 Penalty: 5149.203613
	Iteration 13Q: 3 clusters Score -3734371 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3734669.750000 Penalty: 5149.203613
	Iteration 14Q: 3 clusters Score -3734670 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3734949.500000 Penalty: 5149.203613
	Iteration 15Q: 3 clusters Score -3734950 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3735207.500000 Penalty: 5149.203613
	Iteration 16Q: 3 clusters Score -3735208 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3735434.750000 Penalty: 5149.203613
	Iteration 17Q: 3 clusters Score -3735435 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3735708.500000 Penalty: 5149.203613
	Iteration 18Q: 3 clusters Score -3735708 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3735952.750000 Penalty: 5149.203613
	Iteration 19Q: 3 clusters Score -3735953 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3736206.750000 Penalty: 5149.203613
	Iteration 20F: 3 clusters Score -3736207 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3736482.500000 Penalty: 5149.203613
	Iteration 21Q: 3 clusters Score -3736482 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3736758.500000 Penalty: 5149.203613
	Iteration 22Q: 3 clusters Score -3736758 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3736984.250000 Penalty: 5149.203613
	Iteration 23Q: 3 clusters Score -3736984 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3737163.750000 Penalty: 5149.203613
	Iteration 24Q: 3 clusters Score -3737164 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3737320.500000 Penalty: 5149.203613
	Iteration 25Q: 3 clusters Score -3737320 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3737453.250000 Penalty: 5149.203613
	Iteration 26Q: 3 clusters Score -3737453 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3737561.000000 Penalty: 5149.203613
	Iteration 27Q: 3 clusters Score -3737561 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3737643.000000 Penalty: 5149.203613
	Iteration 28Q: 3 clusters Score -3737643 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3737715.000000 Penalty: 5149.203613
	Iteration 29Q: 3 clusters Score -3737715 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3737803.750000 Penalty: 5149.203613
	Iteration 30Q: 3 clusters Score -3737804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3737863.250000 Penalty: 5149.203613
	Iteration 31Q: 3 clusters Score -3737863 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3737916.500000 Penalty: 5149.203613
	Iteration 32Q: 3 clusters Score -3737916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3737957.500000 Penalty: 5149.203613
	Iteration 33Q: 3 clusters Score -3737958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3737980.000000 Penalty: 5149.203613
	Iteration 34Q: 3 clusters Score -3737980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3738004.750000 Penalty: 5149.203613
	Iteration 35Q: 3 clusters Score -3738005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3738038.250000 Penalty: 5149.203613
	Iteration 36Q: 3 clusters Score -3738038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3738066.750000 Penalty: 5149.203613
	Iteration 37Q: 3 clusters Score -3738067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3738081.750000 Penalty: 5149.203613
	Iteration 38Q: 3 clusters Score -3738082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3738096.250000 Penalty: 5149.203613
	Iteration 39Q: 3 clusters Score -3738096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3738094.750000 Penalty: 5149.203613
	Iteration 40F: 3 clusters Score -3738095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3738107.000000 Penalty: 5149.203613
	Iteration 41Q: 3 clusters Score -3738107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3738109.250000 Penalty: 5149.203613
	Iteration 42Q: 3 clusters Score -3738109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3738120.250000 Penalty: 5149.203613
	Iteration 43Q: 3 clusters Score -3738120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3738128.250000 Penalty: 5149.203613
	Iteration 44Q: 3 clusters Score -3738128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3738132.250000 Penalty: 5149.203613
	Iteration 45Q: 3 clusters Score -3738132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3738133.750000 Penalty: 5149.203613
	Iteration 46Q: 3 clusters Score -3738134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3738133.000000 Penalty: 5149.203613
	Iteration 47Q: 3 clusters Score -3738133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3738133.750000 Penalty: 5149.203613
	Iteration 48Q: 3 clusters Score -3738134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3738130.500000 Penalty: 5149.203613
	Iteration 49Q: 3 clusters Score -3738130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3738136.500000 Penalty: 5149.203613
	Iteration 50Q: 3 clusters Score -3738136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3738134.250000 Penalty: 5149.203613
	Iteration 51Q: 3 clusters Score -3738134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3738137.500000 Penalty: 5149.203613
	Iteration 52Q: 3 clusters Score -3738138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3738135.250000 Penalty: 5149.203613
	Iteration 53Q: 3 clusters Score -3738135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3738135.250000 Penalty: 5149.203613
	Iteration 54F: 3 clusters Score -3738135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 20630 members 
Mstep: Class 3 contains 194466 members 
Mstep: Class 4 contains 142006 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 48560 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 211150 members 
Mstep: Class 9 contains 126615 members 
Mstep: Class 10 contains 93482 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 82934 members 
Mstep: Class 13 contains 25916 members 
Mstep: Class 14 contains 68221 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 228496 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 24112 members 
Mstep: Class 24 contains 32256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205470704.000000 Penalty: 110668.640625
Iteration 39Q: 32 clusters Score -2.054707e+08 nChanged 34855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 181093 members 
Mstep: Class 2 contains 20699 members 
Mstep: Class 3 contains 194459 members 
Mstep: Class 4 contains 142958 members 
Mstep: Class 5 contains 11278 members 
Mstep: Class 6 contains 48823 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 210425 members 
Mstep: Class 9 contains 126715 members 
Mstep: Class 10 contains 95907 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 12 contains 81915 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 68015 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 5809 members 
Mstep: Class 18 contains 53333 members 
Mstep: Class 19 contains 229896 members 
Mstep: Class 20 contains 4879 members 
Mstep: Class 21 contains 30853 members 
Mstep: Class 22 contains 26708 members 
Mstep: Class 23 contains 24035 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 97364 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 9467 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 30503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205482096.000000 Penalty: 110668.640625
Iteration 40F: 32 clusters Score -2.054821e+08 nChanged 28605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180604 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 192837 members 
Mstep: Class 4 contains 143574 members 
Mstep: Class 5 contains 10880 members 
Mstep: Class 6 contains 48703 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 208403 members 
Mstep: Class 9 contains 126074 members 
Mstep: Class 10 contains 97193 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 81196 members 
Mstep: Class 13 contains 27540 members 
Mstep: Class 14 contains 66709 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 54895 members 
Mstep: Class 19 contains 229893 members 
Mstep: Class 20 contains 5459 members 
Mstep: Class 21 contains 30281 members 
Mstep: Class 22 contains 26767 members 
Mstep: Class 23 contains 23675 members 
Mstep: Class 24 contains 31657 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 99749 members 
Mstep: Class 28 contains 5293 members 
Mstep: Class 29 contains 9606 members 
Mstep: Class 30 contains 4853 members 
Mstep: Class 31 contains 30382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205490160.000000 Penalty: 110668.640625
Iteration 41Q: 32 clusters Score -2.054902e+08 nChanged 20296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180038 members 
Mstep: Class 2 contains 20783 members 
Mstep: Class 3 contains 191287 members 
Mstep: Class 4 contains 144169 members 
Mstep: Class 5 contains 10564 members 
Mstep: Class 6 contains 48602 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 206724 members 
Mstep: Class 9 contains 125542 members 
Mstep: Class 10 contains 98517 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 80907 members 
Mstep: Class 13 contains 28068 members 
Mstep: Class 14 contains 65403 members 
Mstep: Class 15 contains 6213 members 
Mstep: Class 16 contains 4499 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 56437 members 
Mstep: Class 19 contains 230150 members 
Mstep: Class 20 contains 5875 members 
Mstep: Class 21 contains 29946 members 
Mstep: Class 22 contains 26844 members 
Mstep: Class 23 contains 23399 members 
Mstep: Class 24 contains 31219 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 101173 members 
Mstep: Class 28 contains 5357 members 
Mstep: Class 29 contains 9665 members 
Mstep: Class 30 contains 5112 members 
Mstep: Class 31 contains 30162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205495056.000000 Penalty: 110668.640625
Iteration 42Q: 32 clusters Score -2.054951e+08 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 20833 members 
Mstep: Class 3 contains 189799 members 
Mstep: Class 4 contains 144754 members 
Mstep: Class 5 contains 10300 members 
Mstep: Class 6 contains 48539 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 205234 members 
Mstep: Class 9 contains 125103 members 
Mstep: Class 10 contains 99874 members 
Mstep: Class 11 contains 5247 members 
Mstep: Class 12 contains 80702 members 
Mstep: Class 13 contains 28460 members 
Mstep: Class 14 contains 64160 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 4445 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 57892 members 
Mstep: Class 19 contains 230653 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 21 contains 29623 members 
Mstep: Class 22 contains 26947 members 
Mstep: Class 23 contains 23141 members 
Mstep: Class 24 contains 30836 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 3642 members 
Mstep: Class 27 contains 102117 members 
Mstep: Class 28 contains 5435 members 
Mstep: Class 29 contains 9684 members 
Mstep: Class 30 contains 5296 members 
Mstep: Class 31 contains 29943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205498992.000000 Penalty: 110668.640625
Iteration 43Q: 32 clusters Score -2.05499e+08 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 20893 members 
Mstep: Class 3 contains 188389 members 
Mstep: Class 4 contains 145288 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 48499 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 203835 members 
Mstep: Class 9 contains 124689 members 
Mstep: Class 10 contains 101211 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 80525 members 
Mstep: Class 13 contains 28742 members 
Mstep: Class 14 contains 62943 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 59256 members 
Mstep: Class 19 contains 231276 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 29313 members 
Mstep: Class 22 contains 26990 members 
Mstep: Class 23 contains 22967 members 
Mstep: Class 24 contains 30522 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3647 members 
Mstep: Class 27 contains 102836 members 
Mstep: Class 28 contains 5475 members 
Mstep: Class 29 contains 9749 members 
Mstep: Class 30 contains 5431 members 
Mstep: Class 31 contains 29816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205502368.000000 Penalty: 110668.640625
Iteration 44Q: 32 clusters Score -2.055024e+08 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178674 members 
Mstep: Class 2 contains 20905 members 
Mstep: Class 3 contains 187049 members 
Mstep: Class 4 contains 145884 members 
Mstep: Class 5 contains 9791 members 
Mstep: Class 6 contains 48467 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 202534 members 
Mstep: Class 9 contains 124375 members 
Mstep: Class 10 contains 102498 members 
Mstep: Class 11 contains 5912 members 
Mstep: Class 12 contains 80357 members 
Mstep: Class 13 contains 29028 members 
Mstep: Class 14 contains 61843 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 4329 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 18 contains 60507 members 
Mstep: Class 19 contains 231827 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 29021 members 
Mstep: Class 22 contains 27013 members 
Mstep: Class 23 contains 22823 members 
Mstep: Class 24 contains 30213 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 103397 members 
Mstep: Class 28 contains 5479 members 
Mstep: Class 29 contains 9798 members 
Mstep: Class 30 contains 5549 members 
Mstep: Class 31 contains 29758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205504944.000000 Penalty: 110668.640625
Iteration 45Q: 32 clusters Score -2.055049e+08 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 20931 members 
Mstep: Class 3 contains 185839 members 
Mstep: Class 4 contains 146580 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 48466 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 201205 members 
Mstep: Class 9 contains 124063 members 
Mstep: Class 10 contains 103816 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 80211 members 
Mstep: Class 13 contains 29257 members 
Mstep: Class 14 contains 60755 members 
Mstep: Class 15 contains 6505 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 8517 members 
Mstep: Class 18 contains 61647 members 
Mstep: Class 19 contains 232293 members 
Mstep: Class 20 contains 6978 members 
Mstep: Class 21 contains 28805 members 
Mstep: Class 22 contains 26984 members 
Mstep: Class 23 contains 22702 members 
Mstep: Class 24 contains 29903 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3643 members 
Mstep: Class 27 contains 103863 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 9845 members 
Mstep: Class 30 contains 5635 members 
Mstep: Class 31 contains 29660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205506880.000000 Penalty: 110668.640625
Iteration 46Q: 32 clusters Score -2.055069e+08 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178061 members 
Mstep: Class 2 contains 20939 members 
Mstep: Class 3 contains 184747 members 
Mstep: Class 4 contains 147274 members 
Mstep: Class 5 contains 9384 members 
Mstep: Class 6 contains 48482 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 199917 members 
Mstep: Class 9 contains 123826 members 
Mstep: Class 10 contains 105061 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 80081 members 
Mstep: Class 13 contains 29413 members 
Mstep: Class 14 contains 59707 members 
Mstep: Class 15 contains 6536 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 18 contains 62692 members 
Mstep: Class 19 contains 232767 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 28587 members 
Mstep: Class 22 contains 26938 members 
Mstep: Class 23 contains 22577 members 
Mstep: Class 24 contains 29647 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 3650 members 
Mstep: Class 27 contains 104306 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 9897 members 
Mstep: Class 30 contains 5714 members 
Mstep: Class 31 contains 29552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205509088.000000 Penalty: 110668.640625
Iteration 47Q: 32 clusters Score -2.055091e+08 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177785 members 
Mstep: Class 2 contains 20941 members 
Mstep: Class 3 contains 183722 members 
Mstep: Class 4 contains 147965 members 
Mstep: Class 5 contains 9223 members 
Mstep: Class 6 contains 48485 members 
Mstep: Class 7 contains 496 members 
Mstep: Class 8 contains 198774 members 
Mstep: Class 9 contains 123617 members 
Mstep: Class 10 contains 106224 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 79978 members 
Mstep: Class 13 contains 29563 members 
Mstep: Class 14 contains 58731 members 
Mstep: Class 15 contains 6560 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 63682 members 
Mstep: Class 19 contains 233153 members 
Mstep: Class 20 contains 7347 members 
Mstep: Class 21 contains 28387 members 
Mstep: Class 22 contains 26910 members 
Mstep: Class 23 contains 22484 members 
Mstep: Class 24 contains 29369 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 3658 members 
Mstep: Class 27 contains 104639 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 9966 members 
Mstep: Class 30 contains 5786 members 
Mstep: Class 31 contains 29400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205510880.000000 Penalty: 110668.640625
Iteration 48Q: 32 clusters Score -2.055109e+08 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 20977 members 
Mstep: Class 3 contains 182745 members 
Mstep: Class 4 contains 148549 members 
Mstep: Class 5 contains 9075 members 
Mstep: Class 6 contains 48495 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 197746 members 
Mstep: Class 9 contains 123421 members 
Mstep: Class 10 contains 107322 members 
Mstep: Class 11 contains 6768 members 
Mstep: Class 12 contains 79889 members 
Mstep: Class 13 contains 29718 members 
Mstep: Class 14 contains 57789 members 
Mstep: Class 15 contains 6585 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 9805 members 
Mstep: Class 18 contains 64609 members 
Mstep: Class 19 contains 233490 members 
Mstep: Class 20 contains 7491 members 
Mstep: Class 21 contains 28214 members 
Mstep: Class 22 contains 26866 members 
Mstep: Class 23 contains 22408 members 
Mstep: Class 24 contains 29096 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 104913 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 10015 members 
Mstep: Class 30 contains 5850 members 
Mstep: Class 31 contains 29237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205512176.000000 Penalty: 110668.640625
Iteration 49Q: 32 clusters Score -2.055122e+08 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 21024 members 
Mstep: Class 3 contains 181933 members 
Mstep: Class 4 contains 149183 members 
Mstep: Class 5 contains 8935 members 
Mstep: Class 6 contains 48515 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 196692 members 
Mstep: Class 9 contains 123228 members 
Mstep: Class 10 contains 108316 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 79800 members 
Mstep: Class 13 contains 29848 members 
Mstep: Class 14 contains 56929 members 
Mstep: Class 15 contains 6615 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 10209 members 
Mstep: Class 18 contains 65454 members 
Mstep: Class 19 contains 233730 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 28043 members 
Mstep: Class 22 contains 26857 members 
Mstep: Class 23 contains 22308 members 
Mstep: Class 24 contains 28888 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 3658 members 
Mstep: Class 27 contains 105128 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 10061 members 
Mstep: Class 30 contains 5921 members 
Mstep: Class 31 contains 29063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205514096.000000 Penalty: 110668.640625
Iteration 50Q: 32 clusters Score -2.055141e+08 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177240 members 
Mstep: Class 2 contains 21049 members 
Mstep: Class 3 contains 181202 members 
Mstep: Class 4 contains 149775 members 
Mstep: Class 5 contains 8822 members 
Mstep: Class 6 contains 48536 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 195811 members 
Mstep: Class 9 contains 123037 members 
Mstep: Class 10 contains 109172 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 79753 members 
Mstep: Class 13 contains 29938 members 
Mstep: Class 14 contains 56137 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 4165 members 
Mstep: Class 17 contains 10599 members 
Mstep: Class 18 contains 66297 members 
Mstep: Class 19 contains 233898 members 
Mstep: Class 20 contains 7730 members 
Mstep: Class 21 contains 27882 members 
Mstep: Class 22 contains 26888 members 
Mstep: Class 23 contains 22240 members 
Mstep: Class 24 contains 28695 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 3660 members 
Mstep: Class 27 contains 105271 members 
Mstep: Class 28 contains 5447 members 
Mstep: Class 29 contains 10076 members 
Mstep: Class 30 contains 5973 members 
Mstep: Class 31 contains 28935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205515520.000000 Penalty: 110668.640625
Iteration 51Q: 32 clusters Score -2.055155e+08 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177084 members 
Mstep: Class 2 contains 21085 members 
Mstep: Class 3 contains 180558 members 
Mstep: Class 4 contains 150281 members 
Mstep: Class 5 contains 8712 members 
Mstep: Class 6 contains 48548 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 194987 members 
Mstep: Class 9 contains 122855 members 
Mstep: Class 10 contains 110017 members 
Mstep: Class 11 contains 7221 members 
Mstep: Class 12 contains 79710 members 
Mstep: Class 13 contains 30029 members 
Mstep: Class 14 contains 55423 members 
Mstep: Class 15 contains 6650 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 11000 members 
Mstep: Class 18 contains 67125 members 
Mstep: Class 19 contains 233984 members 
Mstep: Class 20 contains 7835 members 
Mstep: Class 21 contains 27697 members 
Mstep: Class 22 contains 26912 members 
Mstep: Class 23 contains 22189 members 
Mstep: Class 24 contains 28509 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3666 members 
Mstep: Class 27 contains 105390 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 10073 members 
Mstep: Class 30 contains 6027 members 
Mstep: Class 31 contains 28828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205517040.000000 Penalty: 110668.640625
Iteration 52Q: 32 clusters Score -2.05517e+08 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176933 members 
Mstep: Class 2 contains 21082 members 
Mstep: Class 3 contains 179943 members 
Mstep: Class 4 contains 150765 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 48582 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 194243 members 
Mstep: Class 9 contains 122703 members 
Mstep: Class 10 contains 110751 members 
Mstep: Class 11 contains 7325 members 
Mstep: Class 12 contains 79687 members 
Mstep: Class 13 contains 30081 members 
Mstep: Class 14 contains 54778 members 
Mstep: Class 15 contains 6676 members 
Mstep: Class 16 contains 4110 members 
Mstep: Class 17 contains 11408 members 
Mstep: Class 18 contains 67872 members 
Mstep: Class 19 contains 234119 members 
Mstep: Class 20 contains 7935 members 
Mstep: Class 21 contains 27520 members 
Mstep: Class 22 contains 26896 members 
Mstep: Class 23 contains 22140 members 
Mstep: Class 24 contains 28315 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3667 members 
Mstep: Class 27 contains 105505 members 
Mstep: Class 28 contains 5435 members 
Mstep: Class 29 contains 10081 members 
Mstep: Class 30 contains 6067 members 
Mstep: Class 31 contains 28716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518080.000000 Penalty: 110668.640625
Iteration 53Q: 32 clusters Score -2.055181e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176819 members 
Mstep: Class 2 contains 21099 members 
Mstep: Class 3 contains 179406 members 
Mstep: Class 4 contains 151202 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 48620 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 193559 members 
Mstep: Class 9 contains 122563 members 
Mstep: Class 10 contains 111415 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 79661 members 
Mstep: Class 13 contains 30125 members 
Mstep: Class 14 contains 54207 members 
Mstep: Class 15 contains 6700 members 
Mstep: Class 16 contains 4097 members 
Mstep: Class 17 contains 11801 members 
Mstep: Class 18 contains 68547 members 
Mstep: Class 19 contains 234205 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 27323 members 
Mstep: Class 22 contains 26894 members 
Mstep: Class 23 contains 22100 members 
Mstep: Class 24 contains 28149 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 3664 members 
Mstep: Class 27 contains 105555 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 10085 members 
Mstep: Class 30 contains 6137 members 
Mstep: Class 31 contains 28588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205518880.000000 Penalty: 110668.640625
Iteration 54Q: 32 clusters Score -2.055189e+08 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 21108 members 
Mstep: Class 3 contains 178877 members 
Mstep: Class 4 contains 151543 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 6 contains 48642 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 192960 members 
Mstep: Class 9 contains 122424 members 
Mstep: Class 10 contains 112003 members 
Mstep: Class 11 contains 7557 members 
Mstep: Class 12 contains 79639 members 
Mstep: Class 13 contains 30156 members 
Mstep: Class 14 contains 53722 members 
Mstep: Class 15 contains 6722 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 12205 members 
Mstep: Class 18 contains 69229 members 
Mstep: Class 19 contains 234229 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 27165 members 
Mstep: Class 22 contains 26866 members 
Mstep: Class 23 contains 22047 members 
Mstep: Class 24 contains 27994 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3663 members 
Mstep: Class 27 contains 105617 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 10072 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 28467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205520640.000000 Penalty: 110668.640625
Iteration 55Q: 32 clusters Score -2.055206e+08 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 21128 members 
Mstep: Class 3 contains 178388 members 
Mstep: Class 4 contains 151815 members 
Mstep: Class 5 contains 8423 members 
Mstep: Class 6 contains 48674 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 192468 members 
Mstep: Class 9 contains 122262 members 
Mstep: Class 10 contains 112476 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 79624 members 
Mstep: Class 13 contains 30170 members 
Mstep: Class 14 contains 53249 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 4060 members 
Mstep: Class 17 contains 12626 members 
Mstep: Class 18 contains 69860 members 
Mstep: Class 19 contains 234273 members 
Mstep: Class 20 contains 8242 members 
Mstep: Class 21 contains 27030 members 
Mstep: Class 22 contains 26832 members 
Mstep: Class 23 contains 21988 members 
Mstep: Class 24 contains 27856 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3666 members 
Mstep: Class 27 contains 105656 members 
Mstep: Class 28 contains 5410 members 
Mstep: Class 29 contains 10047 members 
Mstep: Class 30 contains 6273 members 
Mstep: Class 31 contains 28386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205521136.000000 Penalty: 110668.640625
Iteration 56Q: 32 clusters Score -2.055211e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176604 members 
Mstep: Class 2 contains 21154 members 
Mstep: Class 3 contains 177889 members 
Mstep: Class 4 contains 151971 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 48722 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 192065 members 
Mstep: Class 9 contains 122074 members 
Mstep: Class 10 contains 112960 members 
Mstep: Class 11 contains 7814 members 
Mstep: Class 12 contains 79595 members 
Mstep: Class 13 contains 30190 members 
Mstep: Class 14 contains 52816 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 13044 members 
Mstep: Class 18 contains 70515 members 
Mstep: Class 19 contains 234278 members 
Mstep: Class 20 contains 8329 members 
Mstep: Class 21 contains 26890 members 
Mstep: Class 22 contains 26782 members 
Mstep: Class 23 contains 21930 members 
Mstep: Class 24 contains 27720 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3666 members 
Mstep: Class 27 contains 105700 members 
Mstep: Class 28 contains 5398 members 
Mstep: Class 29 contains 10043 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 28304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205522048.000000 Penalty: 110668.640625
Iteration 57Q: 32 clusters Score -2.05522e+08 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176533 members 
Mstep: Class 2 contains 21184 members 
Mstep: Class 3 contains 177411 members 
Mstep: Class 4 contains 152052 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 6 contains 48752 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 191677 members 
Mstep: Class 9 contains 121906 members 
Mstep: Class 10 contains 113395 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 79568 members 
Mstep: Class 13 contains 30203 members 
Mstep: Class 14 contains 52375 members 
Mstep: Class 15 contains 6765 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 13509 members 
Mstep: Class 18 contains 71130 members 
Mstep: Class 19 contains 234292 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 21 contains 26751 members 
Mstep: Class 22 contains 26731 members 
Mstep: Class 23 contains 21876 members 
Mstep: Class 24 contains 27652 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3669 members 
Mstep: Class 27 contains 105756 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 10037 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 28234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205523056.000000 Penalty: 110668.640625
Iteration 58Q: 32 clusters Score -2.055231e+08 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176454 members 
Mstep: Class 2 contains 21207 members 
Mstep: Class 3 contains 177002 members 
Mstep: Class 4 contains 152115 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 48776 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 191336 members 
Mstep: Class 9 contains 121782 members 
Mstep: Class 10 contains 113770 members 
Mstep: Class 11 contains 8026 members 
Mstep: Class 12 contains 79542 members 
Mstep: Class 13 contains 30212 members 
Mstep: Class 14 contains 51955 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 13994 members 
Mstep: Class 18 contains 71633 members 
Mstep: Class 19 contains 234280 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 26610 members 
Mstep: Class 22 contains 26685 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 27573 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3675 members 
Mstep: Class 27 contains 105814 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 10026 members 
Mstep: Class 30 contains 6488 members 
Mstep: Class 31 contains 28154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524128.000000 Penalty: 110668.640625
Iteration 59Q: 32 clusters Score -2.055241e+08 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176388 members 
Mstep: Class 2 contains 21216 members 
Mstep: Class 3 contains 176636 members 
Mstep: Class 4 contains 152220 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 48804 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 191005 members 
Mstep: Class 9 contains 121675 members 
Mstep: Class 10 contains 114091 members 
Mstep: Class 11 contains 8113 members 
Mstep: Class 12 contains 79527 members 
Mstep: Class 13 contains 30223 members 
Mstep: Class 14 contains 51577 members 
Mstep: Class 15 contains 6786 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 14461 members 
Mstep: Class 18 contains 72105 members 
Mstep: Class 19 contains 234238 members 
Mstep: Class 20 contains 8594 members 
Mstep: Class 21 contains 26500 members 
Mstep: Class 22 contains 26649 members 
Mstep: Class 23 contains 21797 members 
Mstep: Class 24 contains 27464 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3677 members 
Mstep: Class 27 contains 105872 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 9989 members 
Mstep: Class 30 contains 6566 members 
Mstep: Class 31 contains 28086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205524768.000000 Penalty: 110668.640625
Iteration 60F: 32 clusters Score -2.055248e+08 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176320 members 
Mstep: Class 2 contains 21233 members 
Mstep: Class 3 contains 176325 members 
Mstep: Class 4 contains 152234 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 48825 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 190669 members 
Mstep: Class 9 contains 121544 members 
Mstep: Class 10 contains 114401 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 12 contains 79503 members 
Mstep: Class 13 contains 30235 members 
Mstep: Class 14 contains 51238 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 14967 members 
Mstep: Class 18 contains 72566 members 
Mstep: Class 19 contains 234193 members 
Mstep: Class 20 contains 8685 members 
Mstep: Class 21 contains 26369 members 
Mstep: Class 22 contains 26585 members 
Mstep: Class 23 contains 21776 members 
Mstep: Class 24 contains 27361 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3700 members 
Mstep: Class 27 contains 105916 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 9975 members 
Mstep: Class 30 contains 6648 members 
Mstep: Class 31 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525104.000000 Penalty: 110668.640625
Iteration 61Q: 32 clusters Score -2.055251e+08 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176275 members 
Mstep: Class 2 contains 21247 members 
Mstep: Class 3 contains 176012 members 
Mstep: Class 4 contains 152229 members 
Mstep: Class 5 contains 8233 members 
Mstep: Class 6 contains 48847 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 190324 members 
Mstep: Class 9 contains 121401 members 
Mstep: Class 10 contains 114727 members 
Mstep: Class 11 contains 8305 members 
Mstep: Class 12 contains 79488 members 
Mstep: Class 13 contains 30241 members 
Mstep: Class 14 contains 50900 members 
Mstep: Class 15 contains 6791 members 
Mstep: Class 16 contains 4069 members 
Mstep: Class 17 contains 15467 members 
Mstep: Class 18 contains 73034 members 
Mstep: Class 19 contains 234132 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 26236 members 
Mstep: Class 22 contains 26563 members 
Mstep: Class 23 contains 21768 members 
Mstep: Class 24 contains 27263 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 105941 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 9948 members 
Mstep: Class 30 contains 6745 members 
Mstep: Class 31 contains 27958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205525952.000000 Penalty: 110668.640625
Iteration 62Q: 32 clusters Score -2.05526e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 21262 members 
Mstep: Class 3 contains 175740 members 
Mstep: Class 4 contains 152206 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 48862 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 189978 members 
Mstep: Class 9 contains 121268 members 
Mstep: Class 10 contains 114957 members 
Mstep: Class 11 contains 8392 members 
Mstep: Class 12 contains 79490 members 
Mstep: Class 13 contains 30231 members 
Mstep: Class 14 contains 50614 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 16001 members 
Mstep: Class 18 contains 73454 members 
Mstep: Class 19 contains 234110 members 
Mstep: Class 20 contains 8852 members 
Mstep: Class 21 contains 26107 members 
Mstep: Class 22 contains 26537 members 
Mstep: Class 23 contains 21753 members 
Mstep: Class 24 contains 27196 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3703 members 
Mstep: Class 27 contains 105959 members 
Mstep: Class 28 contains 5357 members 
Mstep: Class 29 contains 9926 members 
Mstep: Class 30 contains 6831 members 
Mstep: Class 31 contains 27883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205526480.000000 Penalty: 110668.640625
Iteration 63Q: 32 clusters Score -2.055265e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 21285 members 
Mstep: Class 3 contains 175467 members 
Mstep: Class 4 contains 152202 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 6 contains 48878 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 189601 members 
Mstep: Class 9 contains 121145 members 
Mstep: Class 10 contains 115127 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 79511 members 
Mstep: Class 13 contains 30234 members 
Mstep: Class 14 contains 50385 members 
Mstep: Class 15 contains 6812 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 16528 members 
Mstep: Class 18 contains 73909 members 
Mstep: Class 19 contains 234032 members 
Mstep: Class 20 contains 8926 members 
Mstep: Class 21 contains 25986 members 
Mstep: Class 22 contains 26518 members 
Mstep: Class 23 contains 21724 members 
Mstep: Class 24 contains 27130 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 105976 members 
Mstep: Class 28 contains 5345 members 
Mstep: Class 29 contains 9904 members 
Mstep: Class 30 contains 6916 members 
Mstep: Class 31 contains 27834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205527152.000000 Penalty: 110668.640625
Iteration 64Q: 32 clusters Score -2.055272e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176160 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 175220 members 
Mstep: Class 4 contains 152185 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 48905 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 189203 members 
Mstep: Class 9 contains 121069 members 
Mstep: Class 10 contains 115283 members 
Mstep: Class 11 contains 8541 members 
Mstep: Class 12 contains 79523 members 
Mstep: Class 13 contains 30232 members 
Mstep: Class 14 contains 50157 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 4078 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 74339 members 
Mstep: Class 19 contains 233945 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 25851 members 
Mstep: Class 22 contains 26505 members 
Mstep: Class 23 contains 21719 members 
Mstep: Class 24 contains 27031 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 3718 members 
Mstep: Class 27 contains 105990 members 
Mstep: Class 28 contains 5329 members 
Mstep: Class 29 contains 9895 members 
Mstep: Class 30 contains 7006 members 
Mstep: Class 31 contains 27798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205528208.000000 Penalty: 110668.640625
Iteration 65Q: 32 clusters Score -2.055282e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 174981 members 
Mstep: Class 4 contains 152109 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 48936 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 188842 members 
Mstep: Class 9 contains 120990 members 
Mstep: Class 10 contains 115397 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 79528 members 
Mstep: Class 13 contains 30228 members 
Mstep: Class 14 contains 49960 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 17653 members 
Mstep: Class 18 contains 74760 members 
Mstep: Class 19 contains 233842 members 
Mstep: Class 20 contains 9082 members 
Mstep: Class 21 contains 25706 members 
Mstep: Class 22 contains 26494 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 26979 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 106013 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 9883 members 
Mstep: Class 30 contains 7104 members 
Mstep: Class 31 contains 27747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205529248.000000 Penalty: 110668.640625
Iteration 66Q: 32 clusters Score -2.055292e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176076 members 
Mstep: Class 2 contains 21284 members 
Mstep: Class 3 contains 174759 members 
Mstep: Class 4 contains 151993 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 48968 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 188466 members 
Mstep: Class 9 contains 120913 members 
Mstep: Class 10 contains 115469 members 
Mstep: Class 11 contains 8652 members 
Mstep: Class 12 contains 79539 members 
Mstep: Class 13 contains 30223 members 
Mstep: Class 14 contains 49817 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 18282 members 
Mstep: Class 18 contains 75155 members 
Mstep: Class 19 contains 233749 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 25532 members 
Mstep: Class 22 contains 26485 members 
Mstep: Class 23 contains 21698 members 
Mstep: Class 24 contains 26927 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 3743 members 
Mstep: Class 27 contains 106029 members 
Mstep: Class 28 contains 5289 members 
Mstep: Class 29 contains 9885 members 
Mstep: Class 30 contains 7204 members 
Mstep: Class 31 contains 27696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205529968.000000 Penalty: 110668.640625
Iteration 67Q: 32 clusters Score -2.0553e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176042 members 
Mstep: Class 2 contains 21274 members 
Mstep: Class 3 contains 174570 members 
Mstep: Class 4 contains 151885 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 48976 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 188082 members 
Mstep: Class 9 contains 120844 members 
Mstep: Class 10 contains 115499 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 79556 members 
Mstep: Class 13 contains 30216 members 
Mstep: Class 14 contains 49690 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 4088 members 
Mstep: Class 17 contains 18948 members 
Mstep: Class 18 contains 75508 members 
Mstep: Class 19 contains 233615 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 25376 members 
Mstep: Class 22 contains 26467 members 
Mstep: Class 23 contains 21692 members 
Mstep: Class 24 contains 26862 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 3761 members 
Mstep: Class 27 contains 106058 members 
Mstep: Class 28 contains 5280 members 
Mstep: Class 29 contains 9883 members 
Mstep: Class 30 contains 7336 members 
Mstep: Class 31 contains 27639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205530512.000000 Penalty: 110668.640625
Iteration 68Q: 32 clusters Score -2.055305e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 21280 members 
Mstep: Class 3 contains 174390 members 
Mstep: Class 4 contains 151804 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 48996 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 187642 members 
Mstep: Class 9 contains 120771 members 
Mstep: Class 10 contains 115510 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 79573 members 
Mstep: Class 13 contains 30208 members 
Mstep: Class 14 contains 49578 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 75866 members 
Mstep: Class 19 contains 233448 members 
Mstep: Class 20 contains 9306 members 
Mstep: Class 21 contains 25246 members 
Mstep: Class 22 contains 26441 members 
Mstep: Class 23 contains 21682 members 
Mstep: Class 24 contains 26795 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3776 members 
Mstep: Class 27 contains 106090 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 9886 members 
Mstep: Class 30 contains 7455 members 
Mstep: Class 31 contains 27562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205530720.000000 Penalty: 110668.640625
Iteration 69Q: 32 clusters Score -2.055307e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175998 members 
Mstep: Class 2 contains 21280 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 151790 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 49004 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 187139 members 
Mstep: Class 9 contains 120697 members 
Mstep: Class 10 contains 115506 members 
Mstep: Class 11 contains 8772 members 
Mstep: Class 12 contains 79597 members 
Mstep: Class 13 contains 30203 members 
Mstep: Class 14 contains 49485 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 76194 members 
Mstep: Class 19 contains 233305 members 
Mstep: Class 20 contains 9364 members 
Mstep: Class 21 contains 25098 members 
Mstep: Class 22 contains 26425 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 26757 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3795 members 
Mstep: Class 27 contains 106121 members 
Mstep: Class 28 contains 5264 members 
Mstep: Class 29 contains 9889 members 
Mstep: Class 30 contains 7566 members 
Mstep: Class 31 contains 27515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205531664.000000 Penalty: 110668.640625
Iteration 70Q: 32 clusters Score -2.055317e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175994 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 174057 members 
Mstep: Class 4 contains 151740 members 
Mstep: Class 5 contains 8064 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 186643 members 
Mstep: Class 9 contains 120618 members 
Mstep: Class 10 contains 115497 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 79608 members 
Mstep: Class 13 contains 30202 members 
Mstep: Class 14 contains 49383 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 21034 members 
Mstep: Class 18 contains 76497 members 
Mstep: Class 19 contains 233158 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 24977 members 
Mstep: Class 22 contains 26427 members 
Mstep: Class 23 contains 21681 members 
Mstep: Class 24 contains 26691 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 106151 members 
Mstep: Class 28 contains 5249 members 
Mstep: Class 29 contains 9902 members 
Mstep: Class 30 contains 7683 members 
Mstep: Class 31 contains 27466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532480.000000 Penalty: 110668.640625
Iteration 71Q: 32 clusters Score -2.055325e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 21304 members 
Mstep: Class 3 contains 173908 members 
Mstep: Class 4 contains 151693 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 49042 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 186143 members 
Mstep: Class 9 contains 120562 members 
Mstep: Class 10 contains 115470 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 79624 members 
Mstep: Class 13 contains 30187 members 
Mstep: Class 14 contains 49268 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 4065 members 
Mstep: Class 17 contains 21747 members 
Mstep: Class 18 contains 76772 members 
Mstep: Class 19 contains 233034 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 24865 members 
Mstep: Class 22 contains 26396 members 
Mstep: Class 23 contains 21670 members 
Mstep: Class 24 contains 26618 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3826 members 
Mstep: Class 27 contains 106166 members 
Mstep: Class 28 contains 5239 members 
Mstep: Class 29 contains 9909 members 
Mstep: Class 30 contains 7831 members 
Mstep: Class 31 contains 27449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532528.000000 Penalty: 110668.640625
Iteration 72Q: 32 clusters Score -2.055325e+08 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 173777 members 
Mstep: Class 4 contains 151715 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 49059 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 185566 members 
Mstep: Class 9 contains 120510 members 
Mstep: Class 10 contains 115400 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 79631 members 
Mstep: Class 13 contains 30182 members 
Mstep: Class 14 contains 49176 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 22511 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 232929 members 
Mstep: Class 20 contains 9502 members 
Mstep: Class 21 contains 24768 members 
Mstep: Class 22 contains 26362 members 
Mstep: Class 23 contains 21667 members 
Mstep: Class 24 contains 26560 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3835 members 
Mstep: Class 27 contains 106171 members 
Mstep: Class 28 contains 5235 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 7958 members 
Mstep: Class 31 contains 27424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532400.000000 Penalty: 110668.640625
Iteration 73Q: 32 clusters Score -2.055324e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175952 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 173654 members 
Mstep: Class 4 contains 151768 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 49047 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 184932 members 
Mstep: Class 9 contains 120452 members 
Mstep: Class 10 contains 115336 members 
Mstep: Class 11 contains 8918 members 
Mstep: Class 12 contains 79634 members 
Mstep: Class 13 contains 30165 members 
Mstep: Class 14 contains 49076 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 77245 members 
Mstep: Class 19 contains 232837 members 
Mstep: Class 20 contains 9547 members 
Mstep: Class 21 contains 24684 members 
Mstep: Class 22 contains 26335 members 
Mstep: Class 23 contains 21672 members 
Mstep: Class 24 contains 26483 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3841 members 
Mstep: Class 27 contains 106191 members 
Mstep: Class 28 contains 5223 members 
Mstep: Class 29 contains 9945 members 
Mstep: Class 30 contains 8090 members 
Mstep: Class 31 contains 27377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532768.000000 Penalty: 110668.640625
Iteration 74Q: 32 clusters Score -2.055328e+08 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175951 members 
Mstep: Class 2 contains 21287 members 
Mstep: Class 3 contains 173561 members 
Mstep: Class 4 contains 151895 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 49023 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 184245 members 
Mstep: Class 9 contains 120396 members 
Mstep: Class 10 contains 115276 members 
Mstep: Class 11 contains 8944 members 
Mstep: Class 12 contains 79639 members 
Mstep: Class 13 contains 30158 members 
Mstep: Class 14 contains 48964 members 
Mstep: Class 15 contains 6875 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 24108 members 
Mstep: Class 18 contains 77438 members 
Mstep: Class 19 contains 232744 members 
Mstep: Class 20 contains 9587 members 
Mstep: Class 21 contains 24586 members 
Mstep: Class 22 contains 26322 members 
Mstep: Class 23 contains 21675 members 
Mstep: Class 24 contains 26405 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3851 members 
Mstep: Class 27 contains 106199 members 
Mstep: Class 28 contains 5204 members 
Mstep: Class 29 contains 9974 members 
Mstep: Class 30 contains 8218 members 
Mstep: Class 31 contains 27349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205532832.000000 Penalty: 110668.640625
Iteration 75Q: 32 clusters Score -2.055328e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 21296 members 
Mstep: Class 3 contains 173482 members 
Mstep: Class 4 contains 151920 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 183582 members 
Mstep: Class 9 contains 120343 members 
Mstep: Class 10 contains 115199 members 
Mstep: Class 11 contains 8987 members 
Mstep: Class 12 contains 79647 members 
Mstep: Class 13 contains 30153 members 
Mstep: Class 14 contains 48864 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 4059 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 77611 members 
Mstep: Class 19 contains 232661 members 
Mstep: Class 20 contains 9616 members 
Mstep: Class 21 contains 24497 members 
Mstep: Class 22 contains 26284 members 
Mstep: Class 23 contains 21662 members 
Mstep: Class 24 contains 26334 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 3852 members 
Mstep: Class 27 contains 106222 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 9989 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 27331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205533008.000000 Penalty: 110668.640625
Iteration 76Q: 32 clusters Score -2.05533e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175936 members 
Mstep: Class 2 contains 21306 members 
Mstep: Class 3 contains 173422 members 
Mstep: Class 4 contains 151943 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 182919 members 
Mstep: Class 9 contains 120302 members 
Mstep: Class 10 contains 115074 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 79662 members 
Mstep: Class 13 contains 30143 members 
Mstep: Class 14 contains 48778 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 25781 members 
Mstep: Class 18 contains 77765 members 
Mstep: Class 19 contains 232578 members 
Mstep: Class 20 contains 9650 members 
Mstep: Class 21 contains 24401 members 
Mstep: Class 22 contains 26258 members 
Mstep: Class 23 contains 21648 members 
Mstep: Class 24 contains 26303 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3856 members 
Mstep: Class 27 contains 106237 members 
Mstep: Class 28 contains 5174 members 
Mstep: Class 29 contains 9991 members 
Mstep: Class 30 contains 8519 members 
Mstep: Class 31 contains 27290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205533808.000000 Penalty: 110668.640625
Iteration 77Q: 32 clusters Score -2.055338e+08 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175908 members 
Mstep: Class 2 contains 21312 members 
Mstep: Class 3 contains 173361 members 
Mstep: Class 4 contains 151916 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 182207 members 
Mstep: Class 9 contains 120247 members 
Mstep: Class 10 contains 114927 members 
Mstep: Class 11 contains 9051 members 
Mstep: Class 12 contains 79667 members 
Mstep: Class 13 contains 30123 members 
Mstep: Class 14 contains 48698 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 26730 members 
Mstep: Class 18 contains 77934 members 
Mstep: Class 19 contains 232507 members 
Mstep: Class 20 contains 9699 members 
Mstep: Class 21 contains 24343 members 
Mstep: Class 22 contains 26221 members 
Mstep: Class 23 contains 21649 members 
Mstep: Class 24 contains 26279 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 106247 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 9999 members 
Mstep: Class 30 contains 8660 members 
Mstep: Class 31 contains 27234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205533680.000000 Penalty: 110668.640625
Iteration 78Q: 32 clusters Score -2.055337e+08 nChanged 3946
Entering ConstructFrom: 
Score: -205533680.000000 Penalty: 110668.640625
Entering ConstructFrom: 
Trying to split cluster 1 (175895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175895 members 
Entering Unmasked Estep 
Score: -21252814.000000 Penalty: 2995.255371
	Iteration 0F: 2 clusters Score -2.125281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -21144094.000000 Penalty: 5990.510742
	Iteration 0F: 3 clusters Score -2.114409e+07 nChanged 84469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -21192882.000000 Penalty: 5990.510742
	Iteration 1F: 3 clusters Score -2.119288e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 81118 members 
Entering Unmasked Estep 
Score: -21193998.000000 Penalty: 5990.510742
	Iteration 2Q: 3 clusters Score -2.1194e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -21195768.000000 Penalty: 5990.510742
	Iteration 3Q: 3 clusters Score -2.119577e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -21199116.000000 Penalty: 5990.510742
	Iteration 4Q: 3 clusters Score -2.119912e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -21205030.000000 Penalty: 5990.510742
	Iteration 5F: 3 clusters Score -2.120503e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -21214962.000000 Penalty: 5990.510742
	Iteration 6F: 3 clusters Score -2.121496e+07 nChanged 14775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -21227662.000000 Penalty: 5990.510742
	Iteration 7F: 3 clusters Score -2.122766e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153172 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -21238048.000000 Penalty: 5990.510742
	Iteration 8F: 3 clusters Score -2.123805e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -21244022.000000 Penalty: 5990.510742
	Iteration 9F: 3 clusters Score -2.124402e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -21247154.000000 Penalty: 5990.510742
	Iteration 10Q: 3 clusters Score -2.124715e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170973 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -21248604.000000 Penalty: 5990.510742
	Iteration 11Q: 3 clusters Score -2.12486e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21249392.000000 Penalty: 5990.510742
	Iteration 12Q: 3 clusters Score -2.124939e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21249902.000000 Penalty: 5990.510742
	Iteration 13Q: 3 clusters Score -2.12499e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21250146.000000 Penalty: 5990.510742
	Iteration 14Q: 3 clusters Score -2.125015e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174669 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -21250360.000000 Penalty: 5990.510742
	Iteration 15Q: 3 clusters Score -2.125036e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174836 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21250404.000000 Penalty: 5990.510742
	Iteration 16Q: 3 clusters Score -2.12504e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21250458.000000 Penalty: 5990.510742
	Iteration 17Q: 3 clusters Score -2.125046e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21250474.000000 Penalty: 5990.510742
	Iteration 18Q: 3 clusters Score -2.125047e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175045 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21250556.000000 Penalty: 5990.510742
	Iteration 19Q: 3 clusters Score -2.125056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175074 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21250548.000000 Penalty: 5990.510742
	Iteration 20F: 3 clusters Score -2.125055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175093 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21250558.000000 Penalty: 5990.510742
	Iteration 21Q: 3 clusters Score -2.125056e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175106 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -21250592.000000 Penalty: 5990.510742
	Iteration 22Q: 3 clusters Score -2.125059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21250610.000000 Penalty: 5990.510742
	Iteration 23Q: 3 clusters Score -2.125061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175133 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -21250636.000000 Penalty: 5990.510742
	Iteration 24Q: 3 clusters Score -2.125064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175141 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21250648.000000 Penalty: 5990.510742
	Iteration 25Q: 3 clusters Score -2.125065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21250644.000000 Penalty: 5990.510742
	Iteration 26Q: 3 clusters Score -2.125064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175153 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21250668.000000 Penalty: 5990.510742
	Iteration 27Q: 3 clusters Score -2.125067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21250680.000000 Penalty: 5990.510742
	Iteration 28Q: 3 clusters Score -2.125068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175161 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -21250698.000000 Penalty: 5990.510742
	Iteration 29Q: 3 clusters Score -2.12507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175168 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21250680.000000 Penalty: 5990.510742
	Iteration 30Q: 3 clusters Score -2.125068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21250694.000000 Penalty: 5990.510742
	Iteration 31Q: 3 clusters Score -2.125069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21250694.000000 Penalty: 5990.510742
	Iteration 32Q: 3 clusters Score -2.125069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175176 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21250690.000000 Penalty: 5990.510742
	Iteration 33Q: 3 clusters Score -2.125069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21250712.000000 Penalty: 5990.510742
	Iteration 34Q: 3 clusters Score -2.125071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21250688.000000 Penalty: 5990.510742
	Iteration 35Q: 3 clusters Score -2.125069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21250686.000000 Penalty: 5990.510742
	Iteration 36Q: 3 clusters Score -2.125069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -21250684.000000 Penalty: 5990.510742
	Iteration 37Q: 3 clusters Score -2.125068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175186 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21250680.000000 Penalty: 5990.510742
	Iteration 38Q: 3 clusters Score -2.125068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175186 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21250680.000000 Penalty: 5990.510742
	Iteration 39F: 3 clusters Score -2.125068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Entering Unmasked Estep 
Score: -2444389.750000 Penalty: 2471.903809
	Iteration 0F: 2 clusters Score -2444390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2429481.250000 Penalty: 4943.807617
	Iteration 0F: 3 clusters Score -2429481 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2434573.750000 Penalty: 4943.807617
	Iteration 1F: 3 clusters Score -2434574 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2435153.750000 Penalty: 4943.807617
	Iteration 2F: 3 clusters Score -2435154 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2435738.500000 Penalty: 4943.807617
	Iteration 3F: 3 clusters Score -2435738 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2436379.250000 Penalty: 4943.807617
	Iteration 4F: 3 clusters Score -2436379 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2437015.500000 Penalty: 4943.807617
	Iteration 5F: 3 clusters Score -2437016 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2437677.000000 Penalty: 4943.807617
	Iteration 6F: 3 clusters Score -2437677 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2438300.250000 Penalty: 4943.807617
	Iteration 7F: 3 clusters Score -2438300 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2438828.750000 Penalty: 4943.807617
	Iteration 8Q: 3 clusters Score -2438829 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2439305.750000 Penalty: 4943.807617
	Iteration 9Q: 3 clusters Score -2439306 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2439754.000000 Penalty: 4943.807617
	Iteration 10Q: 3 clusters Score -2439754 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2440173.750000 Penalty: 4943.807617
	Iteration 11Q: 3 clusters Score -2440174 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2440556.500000 Penalty: 4943.807617
	Iteration 12Q: 3 clusters Score -2440556 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2440841.500000 Penalty: 4943.807617
	Iteration 13Q: 3 clusters Score -2440842 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2441131.000000 Penalty: 4943.807617
	Iteration 14Q: 3 clusters Score -2441131 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2441314.500000 Penalty: 4943.807617
	Iteration 15Q: 3 clusters Score -2441314 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2441458.250000 Penalty: 4943.807617
	Iteration 16Q: 3 clusters Score -2441458 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2441565.250000 Penalty: 4943.807617
	Iteration 17Q: 3 clusters Score -2441565 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2441635.750000 Penalty: 4943.807617
	Iteration 18Q: 3 clusters Score -2441636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2441703.250000 Penalty: 4943.807617
	Iteration 19Q: 3 clusters Score -2441703 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2441760.000000 Penalty: 4943.807617
	Iteration 20F: 3 clusters Score -2441760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2441814.250000 Penalty: 4943.807617
	Iteration 21Q: 3 clusters Score -2441814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2441872.750000 Penalty: 4943.807617
	Iteration 22Q: 3 clusters Score -2441873 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2441926.750000 Penalty: 4943.807617
	Iteration 23Q: 3 clusters Score -2441927 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2441979.000000 Penalty: 4943.807617
	Iteration 24Q: 3 clusters Score -2441979 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2442019.000000 Penalty: 4943.807617
	Iteration 25Q: 3 clusters Score -2442019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2442051.500000 Penalty: 4943.807617
	Iteration 26Q: 3 clusters Score -2442052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2442076.250000 Penalty: 4943.807617
	Iteration 27Q: 3 clusters Score -2442076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2442090.750000 Penalty: 4943.807617
	Iteration 28Q: 3 clusters Score -2442091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2442124.000000 Penalty: 4943.807617
	Iteration 29Q: 3 clusters Score -2442124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2442162.750000 Penalty: 4943.807617
	Iteration 30Q: 3 clusters Score -2442163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2442196.000000 Penalty: 4943.807617
	Iteration 31Q: 3 clusters Score -2442196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2442231.750000 Penalty: 4943.807617
	Iteration 32Q: 3 clusters Score -2442232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2442267.500000 Penalty: 4943.807617
	Iteration 33Q: 3 clusters Score -2442268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2442307.250000 Penalty: 4943.807617
	Iteration 34Q: 3 clusters Score -2442307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2442381.750000 Penalty: 4943.807617
	Iteration 35Q: 3 clusters Score -2442382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2442496.000000 Penalty: 4943.807617
	Iteration 36Q: 3 clusters Score -2442496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2442595.250000 Penalty: 4943.807617
	Iteration 37Q: 3 clusters Score -2442595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2442666.750000 Penalty: 4943.807617
	Iteration 38Q: 3 clusters Score -2442667 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2442698.000000 Penalty: 4943.807617
	Iteration 39Q: 3 clusters Score -2442698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2442717.500000 Penalty: 4943.807617
	Iteration 40F: 3 clusters Score -2442718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2442727.250000 Penalty: 4943.807617
	Iteration 41Q: 3 clusters Score -2442727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2442737.750000 Penalty: 4943.807617
	Iteration 42Q: 3 clusters Score -2442738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2442740.000000 Penalty: 4943.807617
	Iteration 43Q: 3 clusters Score -2442740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2442746.500000 Penalty: 4943.807617
	Iteration 44Q: 3 clusters Score -2442746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2442759.000000 Penalty: 4943.807617
	Iteration 45Q: 3 clusters Score -2442759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2442763.250000 Penalty: 4943.807617
	Iteration 46Q: 3 clusters Score -2442763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2442763.000000 Penalty: 4943.807617
	Iteration 47Q: 3 clusters Score -2442763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2442763.750000 Penalty: 4943.807617
	Iteration 48Q: 3 clusters Score -2442764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2442770.500000 Penalty: 4943.807617
	Iteration 49Q: 3 clusters Score -2442770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2442766.000000 Penalty: 4943.807617
	Iteration 50Q: 3 clusters Score -2442766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2442770.250000 Penalty: 4943.807617
	Iteration 51Q: 3 clusters Score -2442770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2442775.500000 Penalty: 4943.807617
	Iteration 52Q: 3 clusters Score -2442776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2442776.250000 Penalty: 4943.807617
	Iteration 53Q: 3 clusters Score -2442776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2442773.000000 Penalty: 4943.807617
	Iteration 54Q: 3 clusters Score -2442773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2442774.750000 Penalty: 4943.807617
	Iteration 55Q: 3 clusters Score -2442775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2442777.000000 Penalty: 4943.807617
	Iteration 56Q: 3 clusters Score -2442777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2442779.250000 Penalty: 4943.807617
	Iteration 57Q: 3 clusters Score -2442779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2442778.750000 Penalty: 4943.807617
	Iteration 58Q: 3 clusters Score -2442779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2442775.750000 Penalty: 4943.807617
	Iteration 59Q: 3 clusters Score -2442776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2442775.750000 Penalty: 4943.807617
	Iteration 60F: 3 clusters Score -2442776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173315 members 
Entering Unmasked Estep 
Score: -20761374.000000 Penalty: 2991.590820
	Iteration 0F: 2 clusters Score -2.076137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -20646852.000000 Penalty: 5983.181641
	Iteration 0F: 3 clusters Score -2.064685e+07 nChanged 83286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 88295 members 
Entering Unmasked Estep 
Score: -20696614.000000 Penalty: 5983.181641
	Iteration 1F: 3 clusters Score -2.069661e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -20697956.000000 Penalty: 5983.181641
	Iteration 2Q: 3 clusters Score -2.069796e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -20699630.000000 Penalty: 5983.181641
	Iteration 3Q: 3 clusters Score -2.069963e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -20701728.000000 Penalty: 5983.181641
	Iteration 4Q: 3 clusters Score -2.070173e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -20704224.000000 Penalty: 5983.181641
	Iteration 5Q: 3 clusters Score -2.070422e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -20708136.000000 Penalty: 5983.181641
	Iteration 6Q: 3 clusters Score -2.070814e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -20712008.000000 Penalty: 5983.181641
	Iteration 7Q: 3 clusters Score -2.071201e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -20716100.000000 Penalty: 5983.181641
	Iteration 8Q: 3 clusters Score -2.07161e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -20720078.000000 Penalty: 5983.181641
	Iteration 9Q: 3 clusters Score -2.072008e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -20724288.000000 Penalty: 5983.181641
	Iteration 10Q: 3 clusters Score -2.072429e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -20729006.000000 Penalty: 5983.181641
	Iteration 11Q: 3 clusters Score -2.072901e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -20734160.000000 Penalty: 5983.181641
	Iteration 12Q: 3 clusters Score -2.073416e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 134526 members 
Entering Unmasked Estep 
Score: -20739494.000000 Penalty: 5983.181641
	Iteration 13Q: 3 clusters Score -2.073949e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 141076 members 
Entering Unmasked Estep 
Score: -20744194.000000 Penalty: 5983.181641
	Iteration 14Q: 3 clusters Score -2.074419e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -20748232.000000 Penalty: 5983.181641
	Iteration 15Q: 3 clusters Score -2.074823e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 150949 members 
Entering Unmasked Estep 
Score: -20751444.000000 Penalty: 5983.181641
	Iteration 16Q: 3 clusters Score -2.075144e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -20754214.000000 Penalty: 5983.181641
	Iteration 17Q: 3 clusters Score -2.075421e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 156895 members 
Entering Unmasked Estep 
Score: -20755736.000000 Penalty: 5983.181641
	Iteration 18Q: 3 clusters Score -2.075574e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 158759 members 
Entering Unmasked Estep 
Score: -20756754.000000 Penalty: 5983.181641
	Iteration 19Q: 3 clusters Score -2.075675e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 160192 members 
Entering Unmasked Estep 
Score: -20757392.000000 Penalty: 5983.181641
	Iteration 20F: 3 clusters Score -2.075739e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 161380 members 
Entering Unmasked Estep 
Score: -20758050.000000 Penalty: 5983.181641
	Iteration 21Q: 3 clusters Score -2.075805e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -20758412.000000 Penalty: 5983.181641
	Iteration 22Q: 3 clusters Score -2.075841e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -20758678.000000 Penalty: 5983.181641
	Iteration 23Q: 3 clusters Score -2.075868e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -20758864.000000 Penalty: 5983.181641
	Iteration 24Q: 3 clusters Score -2.075886e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 164472 members 
Entering Unmasked Estep 
Score: -20759030.000000 Penalty: 5983.181641
	Iteration 25Q: 3 clusters Score -2.075903e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -20759246.000000 Penalty: 5983.181641
	Iteration 26Q: 3 clusters Score -2.075925e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -20759350.000000 Penalty: 5983.181641
	Iteration 27Q: 3 clusters Score -2.075935e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 165856 members 
Entering Unmasked Estep 
Score: -20759400.000000 Penalty: 5983.181641
	Iteration 28Q: 3 clusters Score -2.07594e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 166190 members 
Entering Unmasked Estep 
Score: -20759450.000000 Penalty: 5983.181641
	Iteration 29Q: 3 clusters Score -2.075945e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -20759502.000000 Penalty: 5983.181641
	Iteration 30Q: 3 clusters Score -2.07595e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -20759578.000000 Penalty: 5983.181641
	Iteration 31Q: 3 clusters Score -2.075958e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 166959 members 
Entering Unmasked Estep 
Score: -20759702.000000 Penalty: 5983.181641
	Iteration 32Q: 3 clusters Score -2.07597e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 167164 members 
Entering Unmasked Estep 
Score: -20759722.000000 Penalty: 5983.181641
	Iteration 33Q: 3 clusters Score -2.075972e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 167339 members 
Entering Unmasked Estep 
Score: -20759718.000000 Penalty: 5983.181641
	Iteration 34Q: 3 clusters Score -2.075972e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 167500 members 
Entering Unmasked Estep 
Score: -20759680.000000 Penalty: 5983.181641
	Iteration 35Q: 3 clusters Score -2.075968e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 167631 members 
Entering Unmasked Estep 
Score: -20759666.000000 Penalty: 5983.181641
	Iteration 36Q: 3 clusters Score -2.075967e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 167750 members 
Entering Unmasked Estep 
Score: -20759668.000000 Penalty: 5983.181641
	Iteration 37Q: 3 clusters Score -2.075967e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -20759664.000000 Penalty: 5983.181641
	Iteration 38Q: 3 clusters Score -2.075966e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 167943 members 
Entering Unmasked Estep 
Score: -20759678.000000 Penalty: 5983.181641
	Iteration 39Q: 3 clusters Score -2.075968e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 168029 members 
Entering Unmasked Estep 
Score: -20759674.000000 Penalty: 5983.181641
	Iteration 40F: 3 clusters Score -2.075967e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -20759674.000000 Penalty: 5983.181641
	Iteration 41Q: 3 clusters Score -2.075967e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 168182 members 
Entering Unmasked Estep 
Score: -20759704.000000 Penalty: 5983.181641
	Iteration 42Q: 3 clusters Score -2.07597e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 168251 members 
Entering Unmasked Estep 
Score: -20759718.000000 Penalty: 5983.181641
	Iteration 43Q: 3 clusters Score -2.075972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -20759720.000000 Penalty: 5983.181641
	Iteration 44Q: 3 clusters Score -2.075972e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -20759750.000000 Penalty: 5983.181641
	Iteration 45Q: 3 clusters Score -2.075975e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 168448 members 
Entering Unmasked Estep 
Score: -20759748.000000 Penalty: 5983.181641
	Iteration 46Q: 3 clusters Score -2.075975e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -20759760.000000 Penalty: 5983.181641
	Iteration 47Q: 3 clusters Score -2.075976e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 168552 members 
Entering Unmasked Estep 
Score: -20759764.000000 Penalty: 5983.181641
	Iteration 48Q: 3 clusters Score -2.075976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -20759780.000000 Penalty: 5983.181641
	Iteration 49Q: 3 clusters Score -2.075978e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -20759770.000000 Penalty: 5983.181641
	Iteration 50Q: 3 clusters Score -2.075977e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 168706 members 
Entering Unmasked Estep 
Score: -20759772.000000 Penalty: 5983.181641
	Iteration 51Q: 3 clusters Score -2.075977e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -20759792.000000 Penalty: 5983.181641
	Iteration 52Q: 3 clusters Score -2.075979e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -20759798.000000 Penalty: 5983.181641
	Iteration 53Q: 3 clusters Score -2.07598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 168857 members 
Entering Unmasked Estep 
Score: -20759798.000000 Penalty: 5983.181641
	Iteration 54Q: 3 clusters Score -2.07598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -20759766.000000 Penalty: 5983.181641
	Iteration 55Q: 3 clusters Score -2.075977e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 168915 members 
Entering Unmasked Estep 
Score: -20759754.000000 Penalty: 5983.181641
	Iteration 56Q: 3 clusters Score -2.075975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 168935 members 
Entering Unmasked Estep 
Score: -20759754.000000 Penalty: 5983.181641
	Iteration 57Q: 3 clusters Score -2.075975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -20759762.000000 Penalty: 5983.181641
	Iteration 58Q: 3 clusters Score -2.075976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 168989 members 
Entering Unmasked Estep 
Score: -20759752.000000 Penalty: 5983.181641
	Iteration 59Q: 3 clusters Score -2.075975e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -20759736.000000 Penalty: 5983.181641
	Iteration 60F: 3 clusters Score -2.075974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 169065 members 
Entering Unmasked Estep 
Score: -20759760.000000 Penalty: 5983.181641
	Iteration 61Q: 3 clusters Score -2.075976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -20759754.000000 Penalty: 5983.181641
	Iteration 62Q: 3 clusters Score -2.075975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -20759772.000000 Penalty: 5983.181641
	Iteration 63Q: 3 clusters Score -2.075977e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -20759786.000000 Penalty: 5983.181641
	Iteration 64Q: 3 clusters Score -2.075979e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 169201 members 
Entering Unmasked Estep 
Score: -20759804.000000 Penalty: 5983.181641
	Iteration 65Q: 3 clusters Score -2.07598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -20759770.000000 Penalty: 5983.181641
	Iteration 66Q: 3 clusters Score -2.075977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 169262 members 
Entering Unmasked Estep 
Score: -20759776.000000 Penalty: 5983.181641
	Iteration 67Q: 3 clusters Score -2.075978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 169290 members 
Entering Unmasked Estep 
Score: -20759788.000000 Penalty: 5983.181641
	Iteration 68Q: 3 clusters Score -2.075979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 169309 members 
Entering Unmasked Estep 
Score: -20759780.000000 Penalty: 5983.181641
	Iteration 69Q: 3 clusters Score -2.075978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -20759774.000000 Penalty: 5983.181641
	Iteration 70Q: 3 clusters Score -2.075977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 169372 members 
Entering Unmasked Estep 
Score: -20759804.000000 Penalty: 5983.181641
	Iteration 71Q: 3 clusters Score -2.07598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -20759806.000000 Penalty: 5983.181641
	Iteration 72Q: 3 clusters Score -2.075981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 169433 members 
Entering Unmasked Estep 
Score: -20759826.000000 Penalty: 5983.181641
	Iteration 73Q: 3 clusters Score -2.075983e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 169467 members 
Entering Unmasked Estep 
Score: -20759792.000000 Penalty: 5983.181641
	Iteration 74Q: 3 clusters Score -2.075979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 169498 members 
Entering Unmasked Estep 
Score: -20759794.000000 Penalty: 5983.181641
	Iteration 75Q: 3 clusters Score -2.075979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 169525 members 
Entering Unmasked Estep 
Score: -20759802.000000 Penalty: 5983.181641
	Iteration 76Q: 3 clusters Score -2.07598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 169552 members 
Entering Unmasked Estep 
Score: -20759810.000000 Penalty: 5983.181641
	Iteration 77Q: 3 clusters Score -2.075981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -20759812.000000 Penalty: 5983.181641
	Iteration 78Q: 3 clusters Score -2.075981e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -20759824.000000 Penalty: 5983.181641
	Iteration 79Q: 3 clusters Score -2.075982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -20759806.000000 Penalty: 5983.181641
	Iteration 80F: 3 clusters Score -2.075981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -20759792.000000 Penalty: 5983.181641
	Iteration 81Q: 3 clusters Score -2.075979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 169654 members 
Entering Unmasked Estep 
Score: -20759792.000000 Penalty: 5983.181641
	Iteration 82Q: 3 clusters Score -2.075979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 169672 members 
Entering Unmasked Estep 
Score: -20759806.000000 Penalty: 5983.181641
	Iteration 83Q: 3 clusters Score -2.075981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 169689 members 
Entering Unmasked Estep 
Score: -20759794.000000 Penalty: 5983.181641
	Iteration 84Q: 3 clusters Score -2.075979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -20759794.000000 Penalty: 5983.181641
	Iteration 85Q: 3 clusters Score -2.075979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 169714 members 
Entering Unmasked Estep 
Score: -20759818.000000 Penalty: 5983.181641
	Iteration 86Q: 3 clusters Score -2.075982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 169719 members 
Entering Unmasked Estep 
Score: -20759804.000000 Penalty: 5983.181641
	Iteration 87Q: 3 clusters Score -2.07598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 169726 members 
Entering Unmasked Estep 
Score: -20759802.000000 Penalty: 5983.181641
	Iteration 88Q: 3 clusters Score -2.07598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 169727 members 
Entering Unmasked Estep 
Score: -20759790.000000 Penalty: 5983.181641
	Iteration 89Q: 3 clusters Score -2.075979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -20759790.000000 Penalty: 5983.181641
	Iteration 90Q: 3 clusters Score -2.075979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 169739 members 
Entering Unmasked Estep 
Score: -20759804.000000 Penalty: 5983.181641
	Iteration 91Q: 3 clusters Score -2.07598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -20759798.000000 Penalty: 5983.181641
	Iteration 92Q: 3 clusters Score -2.07598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 169741 members 
Entering Unmasked Estep 
Score: -20759804.000000 Penalty: 5983.181641
	Iteration 93Q: 3 clusters Score -2.07598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 169741 members 
Entering Unmasked Estep 
Score: -20759804.000000 Penalty: 5983.181641
	Iteration 94F: 3 clusters Score -2.07598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Entering Unmasked Estep 
Score: -18066418.000000 Penalty: 2958.944580
	Iteration 0F: 2 clusters Score -1.806642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -17965446.000000 Penalty: 5917.889160
	Iteration 0F: 3 clusters Score -1.796545e+07 nChanged 72534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -18007676.000000 Penalty: 5917.889160
	Iteration 1F: 3 clusters Score -1.800768e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -18009152.000000 Penalty: 5917.889160
	Iteration 2Q: 3 clusters Score -1.800915e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -18010730.000000 Penalty: 5917.889160
	Iteration 3Q: 3 clusters Score -1.801073e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -18013014.000000 Penalty: 5917.889160
	Iteration 4Q: 3 clusters Score -1.801301e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -18016354.000000 Penalty: 5917.889160
	Iteration 5Q: 3 clusters Score -1.801635e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -18021386.000000 Penalty: 5917.889160
	Iteration 6F: 3 clusters Score -1.802139e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -18028022.000000 Penalty: 5917.889160
	Iteration 7F: 3 clusters Score -1.802802e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -18035350.000000 Penalty: 5917.889160
	Iteration 8F: 3 clusters Score -1.803535e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -18041786.000000 Penalty: 5917.889160
	Iteration 9F: 3 clusters Score -1.804179e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -18045620.000000 Penalty: 5917.889160
	Iteration 10Q: 3 clusters Score -1.804562e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -18047280.000000 Penalty: 5917.889160
	Iteration 11Q: 3 clusters Score -1.804728e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 100189 members 
Entering Unmasked Estep 
Score: -18048168.000000 Penalty: 5917.889160
	Iteration 12Q: 3 clusters Score -1.804817e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 100616 members 
Entering Unmasked Estep 
Score: -18048686.000000 Penalty: 5917.889160
	Iteration 13Q: 3 clusters Score -1.804869e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -18049262.000000 Penalty: 5917.889160
	Iteration 14Q: 3 clusters Score -1.804926e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -18049744.000000 Penalty: 5917.889160
	Iteration 15Q: 3 clusters Score -1.804974e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -18050086.000000 Penalty: 5917.889160
	Iteration 16Q: 3 clusters Score -1.805009e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -18050506.000000 Penalty: 5917.889160
	Iteration 17Q: 3 clusters Score -1.805051e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -18050862.000000 Penalty: 5917.889160
	Iteration 18Q: 3 clusters Score -1.805086e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 100855 members 
Entering Unmasked Estep 
Score: -18051186.000000 Penalty: 5917.889160
	Iteration 19Q: 3 clusters Score -1.805119e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -18051534.000000 Penalty: 5917.889160
	Iteration 20F: 3 clusters Score -1.805153e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 100323 members 
Entering Unmasked Estep 
Score: -18051944.000000 Penalty: 5917.889160
	Iteration 21Q: 3 clusters Score -1.805194e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -18052272.000000 Penalty: 5917.889160
	Iteration 22Q: 3 clusters Score -1.805227e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -18052514.000000 Penalty: 5917.889160
	Iteration 23Q: 3 clusters Score -1.805251e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -18052778.000000 Penalty: 5917.889160
	Iteration 24Q: 3 clusters Score -1.805278e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -18053114.000000 Penalty: 5917.889160
	Iteration 25Q: 3 clusters Score -1.805311e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -18053344.000000 Penalty: 5917.889160
	Iteration 26Q: 3 clusters Score -1.805334e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -18053512.000000 Penalty: 5917.889160
	Iteration 27Q: 3 clusters Score -1.805351e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 98747 members 
Entering Unmasked Estep 
Score: -18053562.000000 Penalty: 5917.889160
	Iteration 28Q: 3 clusters Score -1.805356e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -18053560.000000 Penalty: 5917.889160
	Iteration 29Q: 3 clusters Score -1.805356e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -18053616.000000 Penalty: 5917.889160
	Iteration 30Q: 3 clusters Score -1.805362e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -18053720.000000 Penalty: 5917.889160
	Iteration 31Q: 3 clusters Score -1.805372e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -18053786.000000 Penalty: 5917.889160
	Iteration 32Q: 3 clusters Score -1.805379e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -18053854.000000 Penalty: 5917.889160
	Iteration 33Q: 3 clusters Score -1.805385e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -18053826.000000 Penalty: 5917.889160
	Iteration 34Q: 3 clusters Score -1.805383e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 98430 members 
Entering Unmasked Estep 
Score: -18053844.000000 Penalty: 5917.889160
	Iteration 35Q: 3 clusters Score -1.805384e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -18053830.000000 Penalty: 5917.889160
	Iteration 36Q: 3 clusters Score -1.805383e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -18053842.000000 Penalty: 5917.889160
	Iteration 37Q: 3 clusters Score -1.805384e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -18053800.000000 Penalty: 5917.889160
	Iteration 38Q: 3 clusters Score -1.80538e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -18053814.000000 Penalty: 5917.889160
	Iteration 39Q: 3 clusters Score -1.805381e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -18053824.000000 Penalty: 5917.889160
	Iteration 40F: 3 clusters Score -1.805382e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -18053816.000000 Penalty: 5917.889160
	Iteration 41Q: 3 clusters Score -1.805382e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -18053814.000000 Penalty: 5917.889160
	Iteration 42Q: 3 clusters Score -1.805381e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -18053804.000000 Penalty: 5917.889160
	Iteration 43Q: 3 clusters Score -1.80538e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 98666 members 
Entering Unmasked Estep 
Score: -18053810.000000 Penalty: 5917.889160
	Iteration 44Q: 3 clusters Score -1.805381e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -18053802.000000 Penalty: 5917.889160
	Iteration 45Q: 3 clusters Score -1.80538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 98735 members 
Entering Unmasked Estep 
Score: -18053804.000000 Penalty: 5917.889160
	Iteration 46Q: 3 clusters Score -1.80538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -18053788.000000 Penalty: 5917.889160
	Iteration 47Q: 3 clusters Score -1.805379e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -18053772.000000 Penalty: 5917.889160
	Iteration 48Q: 3 clusters Score -1.805377e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -18053814.000000 Penalty: 5917.889160
	Iteration 49Q: 3 clusters Score -1.805381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 98841 members 
Entering Unmasked Estep 
Score: -18053806.000000 Penalty: 5917.889160
	Iteration 50Q: 3 clusters Score -1.805381e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -18053826.000000 Penalty: 5917.889160
	Iteration 51Q: 3 clusters Score -1.805383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -18053832.000000 Penalty: 5917.889160
	Iteration 52Q: 3 clusters Score -1.805383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -18053838.000000 Penalty: 5917.889160
	Iteration 53Q: 3 clusters Score -1.805384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 98888 members 
Entering Unmasked Estep 
Score: -18053844.000000 Penalty: 5917.889160
	Iteration 54Q: 3 clusters Score -1.805384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 98899 members 
Entering Unmasked Estep 
Score: -18053830.000000 Penalty: 5917.889160
	Iteration 55Q: 3 clusters Score -1.805383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -18053820.000000 Penalty: 5917.889160
	Iteration 56Q: 3 clusters Score -1.805382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 98908 members 
Entering Unmasked Estep 
Score: -18053822.000000 Penalty: 5917.889160
	Iteration 57Q: 3 clusters Score -1.805382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -18053822.000000 Penalty: 5917.889160
	Iteration 58Q: 3 clusters Score -1.805382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -18053816.000000 Penalty: 5917.889160
	Iteration 59Q: 3 clusters Score -1.805382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -18053810.000000 Penalty: 5917.889160
	Iteration 60F: 3 clusters Score -1.805381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -18053806.000000 Penalty: 5917.889160
	Iteration 61Q: 3 clusters Score -1.805381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -18053804.000000 Penalty: 5917.889160
	Iteration 62Q: 3 clusters Score -1.80538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -18053812.000000 Penalty: 5917.889160
	Iteration 63Q: 3 clusters Score -1.805381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -18053808.000000 Penalty: 5917.889160
	Iteration 64Q: 3 clusters Score -1.805381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -18053812.000000 Penalty: 5917.889160
	Iteration 65Q: 3 clusters Score -1.805381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -18053820.000000 Penalty: 5917.889160
	Iteration 66Q: 3 clusters Score -1.805382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -18053816.000000 Penalty: 5917.889160
	Iteration 67Q: 3 clusters Score -1.805382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -18053816.000000 Penalty: 5917.889160
	Iteration 68F: 3 clusters Score -1.805382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Entering Unmasked Estep 
Score: -936452.750000 Penalty: 2231.905518
	Iteration 0F: 2 clusters Score -936452.8 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 4068 members 
Entering Unmasked Estep 
Score: -929951.500000 Penalty: 4463.811035
	Iteration 0F: 3 clusters Score -929951.5 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -931746.437500 Penalty: 4463.811035
	Iteration 1F: 3 clusters Score -931746.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -931995.250000 Penalty: 4463.811035
	Iteration 2F: 3 clusters Score -931995.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -932187.125000 Penalty: 4463.811035
	Iteration 3Q: 3 clusters Score -932187.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -932364.937500 Penalty: 4463.811035
	Iteration 4Q: 3 clusters Score -932364.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -932512.750000 Penalty: 4463.811035
	Iteration 5Q: 3 clusters Score -932512.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -932650.812500 Penalty: 4463.811035
	Iteration 6Q: 3 clusters Score -932650.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -932813.312500 Penalty: 4463.811035
	Iteration 7Q: 3 clusters Score -932813.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -932981.000000 Penalty: 4463.811035
	Iteration 8Q: 3 clusters Score -932981 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -933158.062500 Penalty: 4463.811035
	Iteration 9Q: 3 clusters Score -933158.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -933362.750000 Penalty: 4463.811035
	Iteration 10Q: 3 clusters Score -933362.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -933575.000000 Penalty: 4463.811035
	Iteration 11Q: 3 clusters Score -933575 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -933770.250000 Penalty: 4463.811035
	Iteration 12Q: 3 clusters Score -933770.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -933923.312500 Penalty: 4463.811035
	Iteration 13Q: 3 clusters Score -933923.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -934024.625000 Penalty: 4463.811035
	Iteration 14Q: 3 clusters Score -934024.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -934115.562500 Penalty: 4463.811035
	Iteration 15Q: 3 clusters Score -934115.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -934208.875000 Penalty: 4463.811035
	Iteration 16Q: 3 clusters Score -934208.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -934292.187500 Penalty: 4463.811035
	Iteration 17Q: 3 clusters Score -934292.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -934370.062500 Penalty: 4463.811035
	Iteration 18Q: 3 clusters Score -934370.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -934436.375000 Penalty: 4463.811035
	Iteration 19Q: 3 clusters Score -934436.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -934517.187500 Penalty: 4463.811035
	Iteration 20F: 3 clusters Score -934517.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -934608.437500 Penalty: 4463.811035
	Iteration 21Q: 3 clusters Score -934608.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -934675.375000 Penalty: 4463.811035
	Iteration 22Q: 3 clusters Score -934675.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -934721.125000 Penalty: 4463.811035
	Iteration 23Q: 3 clusters Score -934721.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -934753.437500 Penalty: 4463.811035
	Iteration 24Q: 3 clusters Score -934753.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -934784.187500 Penalty: 4463.811035
	Iteration 25Q: 3 clusters Score -934784.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -934811.187500 Penalty: 4463.811035
	Iteration 26Q: 3 clusters Score -934811.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -934827.812500 Penalty: 4463.811035
	Iteration 27Q: 3 clusters Score -934827.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -934835.937500 Penalty: 4463.811035
	Iteration 28Q: 3 clusters Score -934835.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -934844.500000 Penalty: 4463.811035
	Iteration 29Q: 3 clusters Score -934844.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -934853.875000 Penalty: 4463.811035
	Iteration 30Q: 3 clusters Score -934853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -934854.562500 Penalty: 4463.811035
	Iteration 31Q: 3 clusters Score -934854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -934855.312500 Penalty: 4463.811035
	Iteration 32Q: 3 clusters Score -934855.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -934857.687500 Penalty: 4463.811035
	Iteration 33Q: 3 clusters Score -934857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -934860.125000 Penalty: 4463.811035
	Iteration 34Q: 3 clusters Score -934860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -934862.750000 Penalty: 4463.811035
	Iteration 35Q: 3 clusters Score -934862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -934871.437500 Penalty: 4463.811035
	Iteration 36Q: 3 clusters Score -934871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -934874.937500 Penalty: 4463.811035
	Iteration 37Q: 3 clusters Score -934874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -934879.125000 Penalty: 4463.811035
	Iteration 38Q: 3 clusters Score -934879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -934883.812500 Penalty: 4463.811035
	Iteration 39Q: 3 clusters Score -934883.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -934890.937500 Penalty: 4463.811035
	Iteration 40F: 3 clusters Score -934890.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -934898.000000 Penalty: 4463.811035
	Iteration 41Q: 3 clusters Score -934898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -934901.437500 Penalty: 4463.811035
	Iteration 42Q: 3 clusters Score -934901.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -934903.312500 Penalty: 4463.811035
	Iteration 43Q: 3 clusters Score -934903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -934906.062500 Penalty: 4463.811035
	Iteration 44Q: 3 clusters Score -934906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -934905.312500 Penalty: 4463.811035
	Iteration 45Q: 3 clusters Score -934905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -934905.000000 Penalty: 4463.811035
	Iteration 46Q: 3 clusters Score -934905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -934905.562500 Penalty: 4463.811035
	Iteration 47Q: 3 clusters Score -934905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -934905.562500 Penalty: 4463.811035
	Iteration 48F: 3 clusters Score -934905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Entering Unmasked Estep 
Score: -5751545.000000 Penalty: 2678.320068
	Iteration 0F: 2 clusters Score -5751545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5718463.000000 Penalty: 5356.640137
	Iteration 0F: 3 clusters Score -5718463 nChanged 22631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5730906.500000 Penalty: 5356.640137
	Iteration 1F: 3 clusters Score -5730906 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -5731474.500000 Penalty: 5356.640137
	Iteration 2Q: 3 clusters Score -5731474 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5732032.500000 Penalty: 5356.640137
	Iteration 3Q: 3 clusters Score -5732032 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -5732580.000000 Penalty: 5356.640137
	Iteration 4Q: 3 clusters Score -5732580 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5733139.500000 Penalty: 5356.640137
	Iteration 5Q: 3 clusters Score -5733140 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5733737.500000 Penalty: 5356.640137
	Iteration 6Q: 3 clusters Score -5733738 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5734395.500000 Penalty: 5356.640137
	Iteration 7Q: 3 clusters Score -5734396 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -5735126.500000 Penalty: 5356.640137
	Iteration 8Q: 3 clusters Score -5735126 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5736005.000000 Penalty: 5356.640137
	Iteration 9Q: 3 clusters Score -5736005 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5737011.000000 Penalty: 5356.640137
	Iteration 10Q: 3 clusters Score -5737011 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5738307.000000 Penalty: 5356.640137
	Iteration 11Q: 3 clusters Score -5738307 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5739713.500000 Penalty: 5356.640137
	Iteration 12Q: 3 clusters Score -5739714 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5741164.000000 Penalty: 5356.640137
	Iteration 13Q: 3 clusters Score -5741164 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5742451.000000 Penalty: 5356.640137
	Iteration 14Q: 3 clusters Score -5742451 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -5743604.500000 Penalty: 5356.640137
	Iteration 15Q: 3 clusters Score -5743604 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -5744495.000000 Penalty: 5356.640137
	Iteration 16Q: 3 clusters Score -5744495 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -5745141.000000 Penalty: 5356.640137
	Iteration 17Q: 3 clusters Score -5745141 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5745590.000000 Penalty: 5356.640137
	Iteration 18Q: 3 clusters Score -5745590 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -5745962.500000 Penalty: 5356.640137
	Iteration 19Q: 3 clusters Score -5745962 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -5746261.500000 Penalty: 5356.640137
	Iteration 20F: 3 clusters Score -5746262 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5746549.500000 Penalty: 5356.640137
	Iteration 21Q: 3 clusters Score -5746550 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -5746881.500000 Penalty: 5356.640137
	Iteration 22Q: 3 clusters Score -5746882 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -5747166.500000 Penalty: 5356.640137
	Iteration 23Q: 3 clusters Score -5747166 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -5747409.000000 Penalty: 5356.640137
	Iteration 24Q: 3 clusters Score -5747409 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5747623.000000 Penalty: 5356.640137
	Iteration 25Q: 3 clusters Score -5747623 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5747780.000000 Penalty: 5356.640137
	Iteration 26Q: 3 clusters Score -5747780 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5747942.000000 Penalty: 5356.640137
	Iteration 27Q: 3 clusters Score -5747942 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5748125.500000 Penalty: 5356.640137
	Iteration 28Q: 3 clusters Score -5748126 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -5748248.000000 Penalty: 5356.640137
	Iteration 29Q: 3 clusters Score -5748248 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5748330.000000 Penalty: 5356.640137
	Iteration 30Q: 3 clusters Score -5748330 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5748445.500000 Penalty: 5356.640137
	Iteration 31Q: 3 clusters Score -5748446 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5748536.000000 Penalty: 5356.640137
	Iteration 32Q: 3 clusters Score -5748536 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5748592.000000 Penalty: 5356.640137
	Iteration 33Q: 3 clusters Score -5748592 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5748653.000000 Penalty: 5356.640137
	Iteration 34Q: 3 clusters Score -5748653 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5748743.500000 Penalty: 5356.640137
	Iteration 35Q: 3 clusters Score -5748744 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5748797.500000 Penalty: 5356.640137
	Iteration 36Q: 3 clusters Score -5748798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5748842.000000 Penalty: 5356.640137
	Iteration 37Q: 3 clusters Score -5748842 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5748867.500000 Penalty: 5356.640137
	Iteration 38Q: 3 clusters Score -5748868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5748907.500000 Penalty: 5356.640137
	Iteration 39Q: 3 clusters Score -5748908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5748942.500000 Penalty: 5356.640137
	Iteration 40F: 3 clusters Score -5748942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5748953.000000 Penalty: 5356.640137
	Iteration 41Q: 3 clusters Score -5748953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5748972.500000 Penalty: 5356.640137
	Iteration 42Q: 3 clusters Score -5748972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5748980.500000 Penalty: 5356.640137
	Iteration 43Q: 3 clusters Score -5748980 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5749018.500000 Penalty: 5356.640137
	Iteration 44Q: 3 clusters Score -5749018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5749040.000000 Penalty: 5356.640137
	Iteration 45Q: 3 clusters Score -5749040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5749045.500000 Penalty: 5356.640137
	Iteration 46Q: 3 clusters Score -5749046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5749063.000000 Penalty: 5356.640137
	Iteration 47Q: 3 clusters Score -5749063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5749072.000000 Penalty: 5356.640137
	Iteration 48Q: 3 clusters Score -5749072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5749088.500000 Penalty: 5356.640137
	Iteration 49Q: 3 clusters Score -5749088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5749102.500000 Penalty: 5356.640137
	Iteration 50Q: 3 clusters Score -5749102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5749126.500000 Penalty: 5356.640137
	Iteration 51Q: 3 clusters Score -5749126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5749138.500000 Penalty: 5356.640137
	Iteration 52Q: 3 clusters Score -5749138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5749155.000000 Penalty: 5356.640137
	Iteration 53Q: 3 clusters Score -5749155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5749158.000000 Penalty: 5356.640137
	Iteration 54Q: 3 clusters Score -5749158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5749170.000000 Penalty: 5356.640137
	Iteration 55Q: 3 clusters Score -5749170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5749184.000000 Penalty: 5356.640137
	Iteration 56Q: 3 clusters Score -5749184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5749198.500000 Penalty: 5356.640137
	Iteration 57Q: 3 clusters Score -5749198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5749198.000000 Penalty: 5356.640137
	Iteration 58Q: 3 clusters Score -5749198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5749203.000000 Penalty: 5356.640137
	Iteration 59Q: 3 clusters Score -5749203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5749213.500000 Penalty: 5356.640137
	Iteration 60F: 3 clusters Score -5749214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5749202.500000 Penalty: 5356.640137
	Iteration 61Q: 3 clusters Score -5749202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5749207.000000 Penalty: 5356.640137
	Iteration 62Q: 3 clusters Score -5749207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5749218.500000 Penalty: 5356.640137
	Iteration 63Q: 3 clusters Score -5749218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5749238.000000 Penalty: 5356.640137
	Iteration 64Q: 3 clusters Score -5749238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5749236.500000 Penalty: 5356.640137
	Iteration 65Q: 3 clusters Score -5749236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5749250.000000 Penalty: 5356.640137
	Iteration 66Q: 3 clusters Score -5749250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5749260.000000 Penalty: 5356.640137
	Iteration 67Q: 3 clusters Score -5749260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5749269.000000 Penalty: 5356.640137
	Iteration 68Q: 3 clusters Score -5749269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5749270.000000 Penalty: 5356.640137
	Iteration 69Q: 3 clusters Score -5749270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5749269.000000 Penalty: 5356.640137
	Iteration 70Q: 3 clusters Score -5749269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5749267.000000 Penalty: 5356.640137
	Iteration 71Q: 3 clusters Score -5749267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5749269.000000 Penalty: 5356.640137
	Iteration 72Q: 3 clusters Score -5749269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5749278.000000 Penalty: 5356.640137
	Iteration 73Q: 3 clusters Score -5749278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5749278.000000 Penalty: 5356.640137
	Iteration 74Q: 3 clusters Score -5749278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5749278.500000 Penalty: 5356.640137
	Iteration 75Q: 3 clusters Score -5749278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5749280.000000 Penalty: 5356.640137
	Iteration 76Q: 3 clusters Score -5749280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5749278.500000 Penalty: 5356.640137
	Iteration 77Q: 3 clusters Score -5749278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5749282.500000 Penalty: 5356.640137
	Iteration 78Q: 3 clusters Score -5749282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5749283.500000 Penalty: 5356.640137
	Iteration 79Q: 3 clusters Score -5749284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5749285.500000 Penalty: 5356.640137
	Iteration 80F: 3 clusters Score -5749286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5749290.500000 Penalty: 5356.640137
	Iteration 81Q: 3 clusters Score -5749290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5749291.500000 Penalty: 5356.640137
	Iteration 82Q: 3 clusters Score -5749292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5749291.500000 Penalty: 5356.640137
	Iteration 83Q: 3 clusters Score -5749292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5749289.000000 Penalty: 5356.640137
	Iteration 84Q: 3 clusters Score -5749289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5749297.500000 Penalty: 5356.640137
	Iteration 85Q: 3 clusters Score -5749298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5749304.500000 Penalty: 5356.640137
	Iteration 86Q: 3 clusters Score -5749304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5749296.500000 Penalty: 5356.640137
	Iteration 87Q: 3 clusters Score -5749296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5749300.000000 Penalty: 5356.640137
	Iteration 88Q: 3 clusters Score -5749300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5749307.000000 Penalty: 5356.640137
	Iteration 89Q: 3 clusters Score -5749307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5749304.000000 Penalty: 5356.640137
	Iteration 90Q: 3 clusters Score -5749304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5749306.500000 Penalty: 5356.640137
	Iteration 91Q: 3 clusters Score -5749306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5749311.000000 Penalty: 5356.640137
	Iteration 92Q: 3 clusters Score -5749311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5749308.000000 Penalty: 5356.640137
	Iteration 93Q: 3 clusters Score -5749308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5749316.500000 Penalty: 5356.640137
	Iteration 94Q: 3 clusters Score -5749316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5749312.500000 Penalty: 5356.640137
	Iteration 95Q: 3 clusters Score -5749312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5749317.500000 Penalty: 5356.640137
	Iteration 96Q: 3 clusters Score -5749318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5749318.500000 Penalty: 5356.640137
	Iteration 97Q: 3 clusters Score -5749318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5749315.000000 Penalty: 5356.640137
	Iteration 98Q: 3 clusters Score -5749315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5749317.500000 Penalty: 5356.640137
	Iteration 99Q: 3 clusters Score -5749318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5749322.000000 Penalty: 5356.640137
	Iteration 100F: 3 clusters Score -5749322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -44208.070312 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -44208.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42873.570312 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -42873.57 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43284.898438 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -43284.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43522.609375 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -43522.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43946.773438 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -43946.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44496.003906 Penalty: 3046.450439
	Iteration 4F: 3 clusters Score -44496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44904.484375 Penalty: 3046.450439
	Iteration 5F: 3 clusters Score -44904.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45052.382812 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -45052.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45086.093750 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -45086.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45118.132812 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -45118.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45129.093750 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -45129.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45135.382812 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -45135.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45148.195312 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -45148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45174.632812 Penalty: 3046.450439
	Iteration 12Q: 3 clusters Score -45174.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45204.863281 Penalty: 3046.450439
	Iteration 13Q: 3 clusters Score -45204.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45249.421875 Penalty: 3046.450439
	Iteration 14Q: 3 clusters Score -45249.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45322.238281 Penalty: 3046.450439
	Iteration 15Q: 3 clusters Score -45322.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45322.238281 Penalty: 3046.450439
	Iteration 16F: 3 clusters Score -45322.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 173315 members 
Mstep: Class 4 contains 151938 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 114 members 
Mstep: Class 8 contains 181469 members 
Mstep: Class 9 contains 120202 members 
Mstep: Class 10 contains 114768 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 79673 members 
Mstep: Class 13 contains 30104 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 27664 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 232441 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 24294 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 26253 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 106263 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 10006 members 
Mstep: Class 30 contains 8795 members 
Mstep: Class 31 contains 27207 members 
Mstep: Class 32 contains 351 members 
Entering Unmasked Estep 
Score: -205533104.000000 Penalty: 114238.593750
Splitting cluster 7 changes total score from -205533680.000000 to -205533104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (181469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181469 members 
Entering Unmasked Estep 
Score: -21722446.000000 Penalty: 3002.992432
	Iteration 0F: 2 clusters Score -2.172245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -21607636.000000 Penalty: 6005.984863
	Iteration 0F: 3 clusters Score -2.160764e+07 nChanged 87241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -21660168.000000 Penalty: 6005.984863
	Iteration 1F: 3 clusters Score -2.166017e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -21663404.000000 Penalty: 6005.984863
	Iteration 2Q: 3 clusters Score -2.16634e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -21669052.000000 Penalty: 6005.984863
	Iteration 3F: 3 clusters Score -2.166905e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -21677916.000000 Penalty: 6005.984863
	Iteration 4F: 3 clusters Score -2.167792e+07 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 138682 members 
Entering Unmasked Estep 
Score: -21689274.000000 Penalty: 6005.984863
	Iteration 5F: 3 clusters Score -2.168927e+07 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -21701114.000000 Penalty: 6005.984863
	Iteration 6F: 3 clusters Score -2.170111e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 163582 members 
Entering Unmasked Estep 
Score: -21710452.000000 Penalty: 6005.984863
	Iteration 7F: 3 clusters Score -2.171045e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -21715854.000000 Penalty: 6005.984863
	Iteration 8Q: 3 clusters Score -2.171585e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 177427 members 
Entering Unmasked Estep 
Score: -21718518.000000 Penalty: 6005.984863
	Iteration 9Q: 3 clusters Score -2.171852e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 179634 members 
Entering Unmasked Estep 
Score: -21719538.000000 Penalty: 6005.984863
	Iteration 10Q: 3 clusters Score -2.171954e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 180424 members 
Entering Unmasked Estep 
Score: -21719772.000000 Penalty: 6005.984863
	Iteration 11Q: 3 clusters Score -2.171977e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 180698 members 
Entering Unmasked Estep 
Score: -21719938.000000 Penalty: 6005.984863
	Iteration 12Q: 3 clusters Score -2.171994e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 180815 members 
Entering Unmasked Estep 
Score: -21719950.000000 Penalty: 6005.984863
	Iteration 13Q: 3 clusters Score -2.171995e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 180845 members 
Entering Unmasked Estep 
Score: -21719994.000000 Penalty: 6005.984863
	Iteration 14Q: 3 clusters Score -2.171999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 180861 members 
Entering Unmasked Estep 
Score: -21720032.000000 Penalty: 6005.984863
	Iteration 15Q: 3 clusters Score -2.172003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 180877 members 
Entering Unmasked Estep 
Score: -21720046.000000 Penalty: 6005.984863
	Iteration 16Q: 3 clusters Score -2.172005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 180890 members 
Entering Unmasked Estep 
Score: -21720064.000000 Penalty: 6005.984863
	Iteration 17Q: 3 clusters Score -2.172006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 180902 members 
Entering Unmasked Estep 
Score: -21720034.000000 Penalty: 6005.984863
	Iteration 18Q: 3 clusters Score -2.172003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 180905 members 
Entering Unmasked Estep 
Score: -21720060.000000 Penalty: 6005.984863
	Iteration 19Q: 3 clusters Score -2.172006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 180911 members 
Entering Unmasked Estep 
Score: -21720072.000000 Penalty: 6005.984863
	Iteration 20F: 3 clusters Score -2.172007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 180917 members 
Entering Unmasked Estep 
Score: -21720076.000000 Penalty: 6005.984863
	Iteration 21Q: 3 clusters Score -2.172008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 180922 members 
Entering Unmasked Estep 
Score: -21720078.000000 Penalty: 6005.984863
	Iteration 22Q: 3 clusters Score -2.172008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 180927 members 
Entering Unmasked Estep 
Score: -21720086.000000 Penalty: 6005.984863
	Iteration 23Q: 3 clusters Score -2.172009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 180932 members 
Entering Unmasked Estep 
Score: -21720080.000000 Penalty: 6005.984863
	Iteration 24Q: 3 clusters Score -2.172008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 180935 members 
Entering Unmasked Estep 
Score: -21720078.000000 Penalty: 6005.984863
	Iteration 25Q: 3 clusters Score -2.172008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 180934 members 
Entering Unmasked Estep 
Score: -21720074.000000 Penalty: 6005.984863
	Iteration 26Q: 3 clusters Score -2.172007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 180932 members 
Entering Unmasked Estep 
Score: -21720080.000000 Penalty: 6005.984863
	Iteration 27Q: 3 clusters Score -2.172008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 180932 members 
Entering Unmasked Estep 
Score: -21720080.000000 Penalty: 6005.984863
	Iteration 28F: 3 clusters Score -2.172008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (120202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120202 members 
Entering Unmasked Estep 
Score: -14358725.000000 Penalty: 2900.838379
	Iteration 0F: 2 clusters Score -1.435872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -14278238.000000 Penalty: 5801.676758
	Iteration 0F: 3 clusters Score -1.427824e+07 nChanged 57167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -14311602.000000 Penalty: 5801.676758
	Iteration 1F: 3 clusters Score -1.43116e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -14313211.000000 Penalty: 5801.676758
	Iteration 2Q: 3 clusters Score -1.431321e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -14315631.000000 Penalty: 5801.676758
	Iteration 3Q: 3 clusters Score -1.431563e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -14319054.000000 Penalty: 5801.676758
	Iteration 4F: 3 clusters Score -1.431905e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -14323691.000000 Penalty: 5801.676758
	Iteration 5F: 3 clusters Score -1.432369e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -14328892.000000 Penalty: 5801.676758
	Iteration 6F: 3 clusters Score -1.432889e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -14334133.000000 Penalty: 5801.676758
	Iteration 7F: 3 clusters Score -1.433413e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -14339172.000000 Penalty: 5801.676758
	Iteration 8F: 3 clusters Score -1.433917e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -14343613.000000 Penalty: 5801.676758
	Iteration 9F: 3 clusters Score -1.434361e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -14347556.000000 Penalty: 5801.676758
	Iteration 10Q: 3 clusters Score -1.434756e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -14350788.000000 Penalty: 5801.676758
	Iteration 11Q: 3 clusters Score -1.435079e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -14353170.000000 Penalty: 5801.676758
	Iteration 12Q: 3 clusters Score -1.435317e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -14354591.000000 Penalty: 5801.676758
	Iteration 13Q: 3 clusters Score -1.435459e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -14355312.000000 Penalty: 5801.676758
	Iteration 14Q: 3 clusters Score -1.435531e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -14355689.000000 Penalty: 5801.676758
	Iteration 15Q: 3 clusters Score -1.435569e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -14355976.000000 Penalty: 5801.676758
	Iteration 16Q: 3 clusters Score -1.435598e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -14356132.000000 Penalty: 5801.676758
	Iteration 17Q: 3 clusters Score -1.435613e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -14356246.000000 Penalty: 5801.676758
	Iteration 18Q: 3 clusters Score -1.435625e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -14356319.000000 Penalty: 5801.676758
	Iteration 19Q: 3 clusters Score -1.435632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -14356363.000000 Penalty: 5801.676758
	Iteration 20F: 3 clusters Score -1.435636e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119501 members 
Entering Unmasked Estep 
Score: -14356383.000000 Penalty: 5801.676758
	Iteration 21Q: 3 clusters Score -1.435638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -14356403.000000 Penalty: 5801.676758
	Iteration 22Q: 3 clusters Score -1.43564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 119520 members 
Entering Unmasked Estep 
Score: -14356437.000000 Penalty: 5801.676758
	Iteration 23Q: 3 clusters Score -1.435644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -14356439.000000 Penalty: 5801.676758
	Iteration 24Q: 3 clusters Score -1.435644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -14356449.000000 Penalty: 5801.676758
	Iteration 25Q: 3 clusters Score -1.435645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 119533 members 
Entering Unmasked Estep 
Score: -14356456.000000 Penalty: 5801.676758
	Iteration 26Q: 3 clusters Score -1.435646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 119543 members 
Entering Unmasked Estep 
Score: -14356462.000000 Penalty: 5801.676758
	Iteration 27Q: 3 clusters Score -1.435646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -14356477.000000 Penalty: 5801.676758
	Iteration 28Q: 3 clusters Score -1.435648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -14356476.000000 Penalty: 5801.676758
	Iteration 29Q: 3 clusters Score -1.435648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 119545 members 
Entering Unmasked Estep 
Score: -14356480.000000 Penalty: 5801.676758
	Iteration 30Q: 3 clusters Score -1.435648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 119544 members 
Entering Unmasked Estep 
Score: -14356479.000000 Penalty: 5801.676758
	Iteration 31Q: 3 clusters Score -1.435648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 119546 members 
Entering Unmasked Estep 
Score: -14356489.000000 Penalty: 5801.676758
	Iteration 32Q: 3 clusters Score -1.435649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 119545 members 
Entering Unmasked Estep 
Score: -14356500.000000 Penalty: 5801.676758
	Iteration 33Q: 3 clusters Score -1.43565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 119548 members 
Entering Unmasked Estep 
Score: -14356507.000000 Penalty: 5801.676758
	Iteration 34Q: 3 clusters Score -1.435651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 119551 members 
Entering Unmasked Estep 
Score: -14356510.000000 Penalty: 5801.676758
	Iteration 35Q: 3 clusters Score -1.435651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -14356511.000000 Penalty: 5801.676758
	Iteration 36Q: 3 clusters Score -1.435651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 119554 members 
Entering Unmasked Estep 
Score: -14356518.000000 Penalty: 5801.676758
	Iteration 37Q: 3 clusters Score -1.435652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -14356523.000000 Penalty: 5801.676758
	Iteration 38Q: 3 clusters Score -1.435652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -14356522.000000 Penalty: 5801.676758
	Iteration 39Q: 3 clusters Score -1.435652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -14356522.000000 Penalty: 5801.676758
	Iteration 40F: 3 clusters Score -1.435652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (114768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Entering Unmasked Estep 
Score: -13679286.000000 Penalty: 2889.365723
	Iteration 0F: 2 clusters Score -1.367929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -13602613.000000 Penalty: 5778.731445
	Iteration 0F: 3 clusters Score -1.360261e+07 nChanged 54308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -13634242.000000 Penalty: 5778.731445
	Iteration 1F: 3 clusters Score -1.363424e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -13635419.000000 Penalty: 5778.731445
	Iteration 2Q: 3 clusters Score -1.363542e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -13637051.000000 Penalty: 5778.731445
	Iteration 3Q: 3 clusters Score -1.363705e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -13639991.000000 Penalty: 5778.731445
	Iteration 4F: 3 clusters Score -1.363999e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -13645002.000000 Penalty: 5778.731445
	Iteration 5F: 3 clusters Score -1.3645e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -13652471.000000 Penalty: 5778.731445
	Iteration 6F: 3 clusters Score -1.365247e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -13661124.000000 Penalty: 5778.731445
	Iteration 7F: 3 clusters Score -1.366112e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -13668732.000000 Penalty: 5778.731445
	Iteration 8F: 3 clusters Score -1.366873e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110292 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -13673221.000000 Penalty: 5778.731445
	Iteration 9Q: 3 clusters Score -1.367322e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -13675262.000000 Penalty: 5778.731445
	Iteration 10Q: 3 clusters Score -1.367526e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113470 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13676131.000000 Penalty: 5778.731445
	Iteration 11Q: 3 clusters Score -1.367613e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13676443.000000 Penalty: 5778.731445
	Iteration 12Q: 3 clusters Score -1.367644e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13676625.000000 Penalty: 5778.731445
	Iteration 13Q: 3 clusters Score -1.367662e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13676704.000000 Penalty: 5778.731445
	Iteration 14Q: 3 clusters Score -1.36767e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13676759.000000 Penalty: 5778.731445
	Iteration 15Q: 3 clusters Score -1.367676e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13676810.000000 Penalty: 5778.731445
	Iteration 16Q: 3 clusters Score -1.367681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13676834.000000 Penalty: 5778.731445
	Iteration 17Q: 3 clusters Score -1.367683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13676858.000000 Penalty: 5778.731445
	Iteration 18Q: 3 clusters Score -1.367686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114179 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -13676853.000000 Penalty: 5778.731445
	Iteration 19Q: 3 clusters Score -1.367685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13676862.000000 Penalty: 5778.731445
	Iteration 20F: 3 clusters Score -1.367686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13676877.000000 Penalty: 5778.731445
	Iteration 21Q: 3 clusters Score -1.367688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114190 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13676891.000000 Penalty: 5778.731445
	Iteration 22Q: 3 clusters Score -1.367689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13676890.000000 Penalty: 5778.731445
	Iteration 23Q: 3 clusters Score -1.367689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13676896.000000 Penalty: 5778.731445
	Iteration 24Q: 3 clusters Score -1.36769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13676901.000000 Penalty: 5778.731445
	Iteration 25Q: 3 clusters Score -1.36769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13676912.000000 Penalty: 5778.731445
	Iteration 26Q: 3 clusters Score -1.367691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13676901.000000 Penalty: 5778.731445
	Iteration 27Q: 3 clusters Score -1.36769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13676906.000000 Penalty: 5778.731445
	Iteration 28Q: 3 clusters Score -1.367691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13676905.000000 Penalty: 5778.731445
	Iteration 29Q: 3 clusters Score -1.36769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13676913.000000 Penalty: 5778.731445
	Iteration 30Q: 3 clusters Score -1.367691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13676910.000000 Penalty: 5778.731445
	Iteration 31Q: 3 clusters Score -1.367691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114216 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13676899.000000 Penalty: 5778.731445
	Iteration 32Q: 3 clusters Score -1.36769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13676905.000000 Penalty: 5778.731445
	Iteration 33Q: 3 clusters Score -1.36769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13676905.000000 Penalty: 5778.731445
	Iteration 34F: 3 clusters Score -1.36769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Entering Unmasked Estep 
Score: -1010950.812500 Penalty: 2260.093018
	Iteration 0F: 2 clusters Score -1010951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1003946.375000 Penalty: 4520.186035
	Iteration 0F: 3 clusters Score -1003946 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1006082.875000 Penalty: 4520.186035
	Iteration 1F: 3 clusters Score -1006083 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1006787.875000 Penalty: 4520.186035
	Iteration 2F: 3 clusters Score -1006788 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1007574.937500 Penalty: 4520.186035
	Iteration 3F: 3 clusters Score -1007575 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1008214.250000 Penalty: 4520.186035
	Iteration 4F: 3 clusters Score -1008214 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1008700.437500 Penalty: 4520.186035
	Iteration 5F: 3 clusters Score -1008700 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1009069.187500 Penalty: 4520.186035
	Iteration 6F: 3 clusters Score -1009069 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1009386.875000 Penalty: 4520.186035
	Iteration 7Q: 3 clusters Score -1009387 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1009689.562500 Penalty: 4520.186035
	Iteration 8Q: 3 clusters Score -1009690 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1010026.937500 Penalty: 4520.186035
	Iteration 9Q: 3 clusters Score -1010027 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1010451.250000 Penalty: 4520.186035
	Iteration 10Q: 3 clusters Score -1010451 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1010811.375000 Penalty: 4520.186035
	Iteration 11Q: 3 clusters Score -1010811 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1011112.562500 Penalty: 4520.186035
	Iteration 12Q: 3 clusters Score -1011113 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1011278.062500 Penalty: 4520.186035
	Iteration 13Q: 3 clusters Score -1011278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1011351.250000 Penalty: 4520.186035
	Iteration 14Q: 3 clusters Score -1011351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1011390.312500 Penalty: 4520.186035
	Iteration 15Q: 3 clusters Score -1011390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1011409.687500 Penalty: 4520.186035
	Iteration 16Q: 3 clusters Score -1011410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1011414.562500 Penalty: 4520.186035
	Iteration 17Q: 3 clusters Score -1011415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1011420.875000 Penalty: 4520.186035
	Iteration 18Q: 3 clusters Score -1011421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1011426.062500 Penalty: 4520.186035
	Iteration 19Q: 3 clusters Score -1011426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1011426.750000 Penalty: 4520.186035
	Iteration 20F: 3 clusters Score -1011427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1011429.625000 Penalty: 4520.186035
	Iteration 21Q: 3 clusters Score -1011430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1011434.562500 Penalty: 4520.186035
	Iteration 22Q: 3 clusters Score -1011435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1011437.875000 Penalty: 4520.186035
	Iteration 23Q: 3 clusters Score -1011438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1011438.250000 Penalty: 4520.186035
	Iteration 24Q: 3 clusters Score -1011438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1011439.812500 Penalty: 4520.186035
	Iteration 25Q: 3 clusters Score -1011440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1011438.125000 Penalty: 4520.186035
	Iteration 26Q: 3 clusters Score -1011438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1011438.125000 Penalty: 4520.186035
	Iteration 27F: 3 clusters Score -1011438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 173315 members 
Mstep: Class 4 contains 151938 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 181469 members 
Mstep: Class 9 contains 120202 members 
Mstep: Class 10 contains 114768 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 79673 members 
Mstep: Class 13 contains 30104 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 27664 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 232441 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 24294 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 26253 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 106263 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 10006 members 
Mstep: Class 30 contains 8795 members 
Mstep: Class 31 contains 27207 members 
Mstep: Class 32 contains 2978 members 
Entering Unmasked Estep 
Score: -205533200.000000 Penalty: 114238.593750
Splitting cluster 11 changes total score from -205533680.000000 to -205533200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (79673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Entering Unmasked Estep 
Score: -9449303.000000 Penalty: 2798.850342
	Iteration 0F: 2 clusters Score -9449303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -9395860.000000 Penalty: 5597.700684
	Iteration 0F: 3 clusters Score -9395860 nChanged 37462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -9417357.000000 Penalty: 5597.700684
	Iteration 1F: 3 clusters Score -9417357 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -9418458.000000 Penalty: 5597.700684
	Iteration 2Q: 3 clusters Score -9418458 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -9419912.000000 Penalty: 5597.700684
	Iteration 3Q: 3 clusters Score -9419912 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -9421854.000000 Penalty: 5597.700684
	Iteration 4F: 3 clusters Score -9421854 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -9424753.000000 Penalty: 5597.700684
	Iteration 5F: 3 clusters Score -9424753 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -9428993.000000 Penalty: 5597.700684
	Iteration 6F: 3 clusters Score -9428993 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -9434150.000000 Penalty: 5597.700684
	Iteration 7F: 3 clusters Score -9434150 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -9438766.000000 Penalty: 5597.700684
	Iteration 8F: 3 clusters Score -9438766 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -9442367.000000 Penalty: 5597.700684
	Iteration 9Q: 3 clusters Score -9442367 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -9444501.000000 Penalty: 5597.700684
	Iteration 10Q: 3 clusters Score -9444501 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -9445709.000000 Penalty: 5597.700684
	Iteration 11Q: 3 clusters Score -9445709 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -9446266.000000 Penalty: 5597.700684
	Iteration 12Q: 3 clusters Score -9446266 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -9446566.000000 Penalty: 5597.700684
	Iteration 13Q: 3 clusters Score -9446566 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -9446732.000000 Penalty: 5597.700684
	Iteration 14Q: 3 clusters Score -9446732 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -9446815.000000 Penalty: 5597.700684
	Iteration 15Q: 3 clusters Score -9446815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -9446884.000000 Penalty: 5597.700684
	Iteration 16Q: 3 clusters Score -9446884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -9446914.000000 Penalty: 5597.700684
	Iteration 17Q: 3 clusters Score -9446914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -9446948.000000 Penalty: 5597.700684
	Iteration 18Q: 3 clusters Score -9446948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -9446965.000000 Penalty: 5597.700684
	Iteration 19Q: 3 clusters Score -9446965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -9446985.000000 Penalty: 5597.700684
	Iteration 20F: 3 clusters Score -9446985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -9446993.000000 Penalty: 5597.700684
	Iteration 21Q: 3 clusters Score -9446993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -9446992.000000 Penalty: 5597.700684
	Iteration 22Q: 3 clusters Score -9446992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -9447009.000000 Penalty: 5597.700684
	Iteration 23Q: 3 clusters Score -9447009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -9447009.000000 Penalty: 5597.700684
	Iteration 24Q: 3 clusters Score -9447009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -9447009.000000 Penalty: 5597.700684
	Iteration 25Q: 3 clusters Score -9447009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -9447020.000000 Penalty: 5597.700684
	Iteration 26Q: 3 clusters Score -9447020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -9447015.000000 Penalty: 5597.700684
	Iteration 27Q: 3 clusters Score -9447015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -9447022.000000 Penalty: 5597.700684
	Iteration 28Q: 3 clusters Score -9447022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -9447024.000000 Penalty: 5597.700684
	Iteration 29Q: 3 clusters Score -9447024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -9447025.000000 Penalty: 5597.700684
	Iteration 30Q: 3 clusters Score -9447025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -9447045.000000 Penalty: 5597.700684
	Iteration 31Q: 3 clusters Score -9447045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -9447053.000000 Penalty: 5597.700684
	Iteration 32Q: 3 clusters Score -9447053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -9447037.000000 Penalty: 5597.700684
	Iteration 33Q: 3 clusters Score -9447037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -9447055.000000 Penalty: 5597.700684
	Iteration 34Q: 3 clusters Score -9447055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -9447056.000000 Penalty: 5597.700684
	Iteration 35Q: 3 clusters Score -9447056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9447062.000000 Penalty: 5597.700684
	Iteration 36Q: 3 clusters Score -9447062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -9447052.000000 Penalty: 5597.700684
	Iteration 37Q: 3 clusters Score -9447052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -9447054.000000 Penalty: 5597.700684
	Iteration 38Q: 3 clusters Score -9447054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -9447062.000000 Penalty: 5597.700684
	Iteration 39Q: 3 clusters Score -9447062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -9447060.000000 Penalty: 5597.700684
	Iteration 40F: 3 clusters Score -9447060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -9447075.000000 Penalty: 5597.700684
	Iteration 41Q: 3 clusters Score -9447075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -9447081.000000 Penalty: 5597.700684
	Iteration 42Q: 3 clusters Score -9447081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -9447080.000000 Penalty: 5597.700684
	Iteration 43Q: 3 clusters Score -9447080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -9447078.000000 Penalty: 5597.700684
	Iteration 44Q: 3 clusters Score -9447078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -9447077.000000 Penalty: 5597.700684
	Iteration 45Q: 3 clusters Score -9447077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -9447084.000000 Penalty: 5597.700684
	Iteration 46Q: 3 clusters Score -9447084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -9447084.000000 Penalty: 5597.700684
	Iteration 47F: 3 clusters Score -9447084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Entering Unmasked Estep 
Score: -3456152.250000 Penalty: 2557.478516
	Iteration 0F: 2 clusters Score -3456152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3435438.000000 Penalty: 5114.957031
	Iteration 0F: 3 clusters Score -3435438 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3443071.000000 Penalty: 5114.957031
	Iteration 1F: 3 clusters Score -3443071 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3443662.750000 Penalty: 5114.957031
	Iteration 2Q: 3 clusters Score -3443663 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3444225.500000 Penalty: 5114.957031
	Iteration 3Q: 3 clusters Score -3444226 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3444882.500000 Penalty: 5114.957031
	Iteration 4Q: 3 clusters Score -3444882 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3445623.750000 Penalty: 5114.957031
	Iteration 5Q: 3 clusters Score -3445624 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3446391.250000 Penalty: 5114.957031
	Iteration 6Q: 3 clusters Score -3446391 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3447323.750000 Penalty: 5114.957031
	Iteration 7F: 3 clusters Score -3447324 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3448428.750000 Penalty: 5114.957031
	Iteration 8F: 3 clusters Score -3448429 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3449639.000000 Penalty: 5114.957031
	Iteration 9F: 3 clusters Score -3449639 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3450873.500000 Penalty: 5114.957031
	Iteration 10F: 3 clusters Score -3450874 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3451955.500000 Penalty: 5114.957031
	Iteration 11Q: 3 clusters Score -3451956 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3452798.500000 Penalty: 5114.957031
	Iteration 12Q: 3 clusters Score -3452798 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3453377.500000 Penalty: 5114.957031
	Iteration 13Q: 3 clusters Score -3453378 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3453766.250000 Penalty: 5114.957031
	Iteration 14Q: 3 clusters Score -3453766 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3453986.500000 Penalty: 5114.957031
	Iteration 15Q: 3 clusters Score -3453986 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3454133.250000 Penalty: 5114.957031
	Iteration 16Q: 3 clusters Score -3454133 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3454186.750000 Penalty: 5114.957031
	Iteration 17Q: 3 clusters Score -3454187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3454225.500000 Penalty: 5114.957031
	Iteration 18Q: 3 clusters Score -3454226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3454237.000000 Penalty: 5114.957031
	Iteration 19Q: 3 clusters Score -3454237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3454262.500000 Penalty: 5114.957031
	Iteration 20F: 3 clusters Score -3454262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3454270.250000 Penalty: 5114.957031
	Iteration 21Q: 3 clusters Score -3454270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3454276.000000 Penalty: 5114.957031
	Iteration 22Q: 3 clusters Score -3454276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3454285.750000 Penalty: 5114.957031
	Iteration 23Q: 3 clusters Score -3454286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3454288.000000 Penalty: 5114.957031
	Iteration 24Q: 3 clusters Score -3454288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3454298.500000 Penalty: 5114.957031
	Iteration 25Q: 3 clusters Score -3454298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3454305.250000 Penalty: 5114.957031
	Iteration 26Q: 3 clusters Score -3454305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3454310.000000 Penalty: 5114.957031
	Iteration 27Q: 3 clusters Score -3454310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3454306.000000 Penalty: 5114.957031
	Iteration 28Q: 3 clusters Score -3454306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3454310.500000 Penalty: 5114.957031
	Iteration 29Q: 3 clusters Score -3454310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3454310.500000 Penalty: 5114.957031
	Iteration 30F: 3 clusters Score -3454310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Entering Unmasked Estep 
Score: -5738160.500000 Penalty: 2676.466064
	Iteration 0F: 2 clusters Score -5738160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5705363.500000 Penalty: 5352.932129
	Iteration 0F: 3 clusters Score -5705364 nChanged 22437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5717725.000000 Penalty: 5352.932129
	Iteration 1F: 3 clusters Score -5717725 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5718373.500000 Penalty: 5352.932129
	Iteration 2Q: 3 clusters Score -5718374 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -5719176.500000 Penalty: 5352.932129
	Iteration 3Q: 3 clusters Score -5719176 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5720150.500000 Penalty: 5352.932129
	Iteration 4Q: 3 clusters Score -5720150 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -5721623.500000 Penalty: 5352.932129
	Iteration 5F: 3 clusters Score -5721624 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -5723699.500000 Penalty: 5352.932129
	Iteration 6F: 3 clusters Score -5723700 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5726713.000000 Penalty: 5352.932129
	Iteration 7F: 3 clusters Score -5726713 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -5729960.000000 Penalty: 5352.932129
	Iteration 8F: 3 clusters Score -5729960 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -5732373.500000 Penalty: 5352.932129
	Iteration 9F: 3 clusters Score -5732374 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -5733863.000000 Penalty: 5352.932129
	Iteration 10Q: 3 clusters Score -5733863 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -5734786.000000 Penalty: 5352.932129
	Iteration 11Q: 3 clusters Score -5734786 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5735307.000000 Penalty: 5352.932129
	Iteration 12Q: 3 clusters Score -5735307 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -5735578.000000 Penalty: 5352.932129
	Iteration 13Q: 3 clusters Score -5735578 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -5735735.000000 Penalty: 5352.932129
	Iteration 14Q: 3 clusters Score -5735735 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -5735805.500000 Penalty: 5352.932129
	Iteration 15Q: 3 clusters Score -5735806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -5735864.000000 Penalty: 5352.932129
	Iteration 16Q: 3 clusters Score -5735864 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -5735911.000000 Penalty: 5352.932129
	Iteration 17Q: 3 clusters Score -5735911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -5735973.500000 Penalty: 5352.932129
	Iteration 18Q: 3 clusters Score -5735974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -5735985.500000 Penalty: 5352.932129
	Iteration 19Q: 3 clusters Score -5735986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -5736002.000000 Penalty: 5352.932129
	Iteration 20F: 3 clusters Score -5736002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -5736009.500000 Penalty: 5352.932129
	Iteration 21Q: 3 clusters Score -5736010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -5736024.000000 Penalty: 5352.932129
	Iteration 22Q: 3 clusters Score -5736024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -5736028.500000 Penalty: 5352.932129
	Iteration 23Q: 3 clusters Score -5736028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -5736039.500000 Penalty: 5352.932129
	Iteration 24Q: 3 clusters Score -5736040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -5736051.500000 Penalty: 5352.932129
	Iteration 25Q: 3 clusters Score -5736052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -5736060.500000 Penalty: 5352.932129
	Iteration 26Q: 3 clusters Score -5736060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -5736066.000000 Penalty: 5352.932129
	Iteration 27Q: 3 clusters Score -5736066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -5736073.000000 Penalty: 5352.932129
	Iteration 28Q: 3 clusters Score -5736073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -5736069.000000 Penalty: 5352.932129
	Iteration 29Q: 3 clusters Score -5736069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -5736077.500000 Penalty: 5352.932129
	Iteration 30Q: 3 clusters Score -5736078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5736080.000000 Penalty: 5352.932129
	Iteration 31Q: 3 clusters Score -5736080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -5736086.500000 Penalty: 5352.932129
	Iteration 32Q: 3 clusters Score -5736086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -5736087.500000 Penalty: 5352.932129
	Iteration 33Q: 3 clusters Score -5736088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -5736092.000000 Penalty: 5352.932129
	Iteration 34Q: 3 clusters Score -5736092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -5736086.500000 Penalty: 5352.932129
	Iteration 35Q: 3 clusters Score -5736086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -5736087.500000 Penalty: 5352.932129
	Iteration 36Q: 3 clusters Score -5736088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -5736087.500000 Penalty: 5352.932129
	Iteration 37F: 3 clusters Score -5736088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -812122.750000 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -812122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -806402.375000 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -806402.4 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -807950.062500 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -807950.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -808245.937500 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -808245.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -808530.125000 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -808530.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -808779.500000 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -808779.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -809072.125000 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -809072.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -809403.187500 Penalty: 4383.562012
	Iteration 6F: 3 clusters Score -809403.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -809751.687500 Penalty: 4383.562012
	Iteration 7F: 3 clusters Score -809751.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -810038.000000 Penalty: 4383.562012
	Iteration 8F: 3 clusters Score -810038 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -810255.312500 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -810255.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -810406.500000 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -810406.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -810506.625000 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -810506.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -810567.375000 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -810567.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -810605.250000 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -810605.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -810628.750000 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -810628.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -810646.125000 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -810646.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -810660.500000 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -810660.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -810674.437500 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -810674.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -810682.187500 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -810682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -810689.562500 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -810689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -810692.875000 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -810692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -810695.312500 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -810695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -810700.375000 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -810700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -810701.187500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -810701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -810705.562500 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -810705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -810706.500000 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -810706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -810705.875000 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -810705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -810706.375000 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -810706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -810706.625000 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -810706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -810707.062500 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -810707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -810707.750000 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -810707.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -810711.750000 Penalty: 4383.562012
	Iteration 31Q: 3 clusters Score -810711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -810714.062500 Penalty: 4383.562012
	Iteration 32Q: 3 clusters Score -810714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -810714.187500 Penalty: 4383.562012
	Iteration 33Q: 3 clusters Score -810714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -810713.875000 Penalty: 4383.562012
	Iteration 34Q: 3 clusters Score -810713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -810713.687500 Penalty: 4383.562012
	Iteration 35Q: 3 clusters Score -810713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -810715.187500 Penalty: 4383.562012
	Iteration 36Q: 3 clusters Score -810715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -810715.687500 Penalty: 4383.562012
	Iteration 37Q: 3 clusters Score -810715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -810715.625000 Penalty: 4383.562012
	Iteration 38Q: 3 clusters Score -810715.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -810715.625000 Penalty: 4383.562012
	Iteration 39F: 3 clusters Score -810715.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -439755.187500 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -439755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -435883.406250 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -435883.4 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -436867.562500 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -436867.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -437167.875000 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -437167.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -437349.031250 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -437349 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -437463.718750 Penalty: 4120.254883
	Iteration 4Q: 3 clusters Score -437463.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -437574.187500 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -437574.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -437709.656250 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -437709.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -437864.000000 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -437864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -438007.968750 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -438008 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -438162.718750 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -438162.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -438292.312500 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -438292.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -438398.968750 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -438399 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -438486.031250 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -438486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -438543.437500 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -438543.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -438579.406250 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -438579.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -438608.343750 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -438608.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -438633.406250 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -438633.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -438647.656250 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -438647.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -438659.656250 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -438659.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -438670.500000 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -438670.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -438678.968750 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -438679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -438684.812500 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -438684.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -438689.125000 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -438689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -438692.906250 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -438692.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -438699.312500 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -438699.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -438703.906250 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -438703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -438717.062500 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -438717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -438728.250000 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -438728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -438747.875000 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -438747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -438763.031250 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -438763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -438773.000000 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -438773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -438780.250000 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -438780.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -438785.437500 Penalty: 4120.254883
	Iteration 32Q: 3 clusters Score -438785.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -438789.593750 Penalty: 4120.254883
	Iteration 33Q: 3 clusters Score -438789.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -438795.906250 Penalty: 4120.254883
	Iteration 34Q: 3 clusters Score -438795.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -438806.000000 Penalty: 4120.254883
	Iteration 35Q: 3 clusters Score -438806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -438814.375000 Penalty: 4120.254883
	Iteration 36Q: 3 clusters Score -438814.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -438822.250000 Penalty: 4120.254883
	Iteration 37Q: 3 clusters Score -438822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -438826.812500 Penalty: 4120.254883
	Iteration 38Q: 3 clusters Score -438826.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -438831.656250 Penalty: 4120.254883
	Iteration 39Q: 3 clusters Score -438831.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -438835.968750 Penalty: 4120.254883
	Iteration 40F: 3 clusters Score -438836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -438838.812500 Penalty: 4120.254883
	Iteration 41Q: 3 clusters Score -438838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -438838.937500 Penalty: 4120.254883
	Iteration 42Q: 3 clusters Score -438838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -438840.187500 Penalty: 4120.254883
	Iteration 43Q: 3 clusters Score -438840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -438841.812500 Penalty: 4120.254883
	Iteration 44Q: 3 clusters Score -438841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -438840.937500 Penalty: 4120.254883
	Iteration 45Q: 3 clusters Score -438840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -438840.937500 Penalty: 4120.254883
	Iteration 46F: 3 clusters Score -438840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Entering Unmasked Estep 
Score: -3238937.500000 Penalty: 2536.516113
	Iteration 0F: 2 clusters Score -3238938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3219751.500000 Penalty: 5073.032227
	Iteration 0F: 3 clusters Score -3219752 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3226793.750000 Penalty: 5073.032227
	Iteration 1F: 3 clusters Score -3226794 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3227484.000000 Penalty: 5073.032227
	Iteration 2F: 3 clusters Score -3227484 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3228251.000000 Penalty: 5073.032227
	Iteration 3F: 3 clusters Score -3228251 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3229156.000000 Penalty: 5073.032227
	Iteration 4F: 3 clusters Score -3229156 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3230343.500000 Penalty: 5073.032227
	Iteration 5F: 3 clusters Score -3230344 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3231794.250000 Penalty: 5073.032227
	Iteration 6F: 3 clusters Score -3231794 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3233441.750000 Penalty: 5073.032227
	Iteration 7F: 3 clusters Score -3233442 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3234848.500000 Penalty: 5073.032227
	Iteration 8F: 3 clusters Score -3234848 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3235698.250000 Penalty: 5073.032227
	Iteration 9Q: 3 clusters Score -3235698 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3236193.000000 Penalty: 5073.032227
	Iteration 10Q: 3 clusters Score -3236193 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3236477.000000 Penalty: 5073.032227
	Iteration 11Q: 3 clusters Score -3236477 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3236663.500000 Penalty: 5073.032227
	Iteration 12Q: 3 clusters Score -3236664 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3236782.750000 Penalty: 5073.032227
	Iteration 13Q: 3 clusters Score -3236783 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3236857.500000 Penalty: 5073.032227
	Iteration 14Q: 3 clusters Score -3236858 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3236919.750000 Penalty: 5073.032227
	Iteration 15Q: 3 clusters Score -3236920 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3236962.500000 Penalty: 5073.032227
	Iteration 16Q: 3 clusters Score -3236962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3236997.750000 Penalty: 5073.032227
	Iteration 17Q: 3 clusters Score -3236998 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3237028.000000 Penalty: 5073.032227
	Iteration 18Q: 3 clusters Score -3237028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3237057.750000 Penalty: 5073.032227
	Iteration 19Q: 3 clusters Score -3237058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3237063.750000 Penalty: 5073.032227
	Iteration 20F: 3 clusters Score -3237064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3237081.500000 Penalty: 5073.032227
	Iteration 21Q: 3 clusters Score -3237082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3237107.500000 Penalty: 5073.032227
	Iteration 22Q: 3 clusters Score -3237108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3237127.000000 Penalty: 5073.032227
	Iteration 23Q: 3 clusters Score -3237127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3237149.000000 Penalty: 5073.032227
	Iteration 24Q: 3 clusters Score -3237149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3237152.750000 Penalty: 5073.032227
	Iteration 25Q: 3 clusters Score -3237153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3237166.000000 Penalty: 5073.032227
	Iteration 26Q: 3 clusters Score -3237166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3237181.500000 Penalty: 5073.032227
	Iteration 27Q: 3 clusters Score -3237182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3237188.500000 Penalty: 5073.032227
	Iteration 28Q: 3 clusters Score -3237188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3237197.250000 Penalty: 5073.032227
	Iteration 29Q: 3 clusters Score -3237197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3237212.250000 Penalty: 5073.032227
	Iteration 30Q: 3 clusters Score -3237212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3237220.500000 Penalty: 5073.032227
	Iteration 31Q: 3 clusters Score -3237220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3237223.250000 Penalty: 5073.032227
	Iteration 32Q: 3 clusters Score -3237223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3237224.000000 Penalty: 5073.032227
	Iteration 33Q: 3 clusters Score -3237224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3237236.000000 Penalty: 5073.032227
	Iteration 34Q: 3 clusters Score -3237236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3237249.500000 Penalty: 5073.032227
	Iteration 35Q: 3 clusters Score -3237250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3237246.750000 Penalty: 5073.032227
	Iteration 36Q: 3 clusters Score -3237247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3237259.500000 Penalty: 5073.032227
	Iteration 37Q: 3 clusters Score -3237260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3237258.250000 Penalty: 5073.032227
	Iteration 38Q: 3 clusters Score -3237258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3237257.500000 Penalty: 5073.032227
	Iteration 39Q: 3 clusters Score -3237258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3237262.250000 Penalty: 5073.032227
	Iteration 40F: 3 clusters Score -3237262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3237266.000000 Penalty: 5073.032227
	Iteration 41Q: 3 clusters Score -3237266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3237271.000000 Penalty: 5073.032227
	Iteration 42Q: 3 clusters Score -3237271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3237271.000000 Penalty: 5073.032227
	Iteration 43Q: 3 clusters Score -3237271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3237269.750000 Penalty: 5073.032227
	Iteration 44Q: 3 clusters Score -3237270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3237275.000000 Penalty: 5073.032227
	Iteration 45Q: 3 clusters Score -3237275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3237285.250000 Penalty: 5073.032227
	Iteration 46Q: 3 clusters Score -3237285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3237292.500000 Penalty: 5073.032227
	Iteration 47Q: 3 clusters Score -3237292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3237292.500000 Penalty: 5073.032227
	Iteration 48Q: 3 clusters Score -3237292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3237297.250000 Penalty: 5073.032227
	Iteration 49Q: 3 clusters Score -3237297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3237293.000000 Penalty: 5073.032227
	Iteration 50Q: 3 clusters Score -3237293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3237289.250000 Penalty: 5073.032227
	Iteration 51Q: 3 clusters Score -3237289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3237297.750000 Penalty: 5073.032227
	Iteration 52Q: 3 clusters Score -3237298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3237296.000000 Penalty: 5073.032227
	Iteration 53Q: 3 clusters Score -3237296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3237292.000000 Penalty: 5073.032227
	Iteration 54Q: 3 clusters Score -3237292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3237298.000000 Penalty: 5073.032227
	Iteration 55Q: 3 clusters Score -3237298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3237296.250000 Penalty: 5073.032227
	Iteration 56Q: 3 clusters Score -3237296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3237296.000000 Penalty: 5073.032227
	Iteration 57Q: 3 clusters Score -3237296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3237297.250000 Penalty: 5073.032227
	Iteration 58Q: 3 clusters Score -3237297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3237298.250000 Penalty: 5073.032227
	Iteration 59Q: 3 clusters Score -3237298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3237298.500000 Penalty: 5073.032227
	Iteration 60F: 3 clusters Score -3237298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Entering Unmasked Estep 
Score: -9452934.000000 Penalty: 2793.720459
	Iteration 0F: 2 clusters Score -9452934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -9400734.000000 Penalty: 5587.440918
	Iteration 0F: 3 clusters Score -9400734 nChanged 36614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -9421456.000000 Penalty: 5587.440918
	Iteration 1F: 3 clusters Score -9421456 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -9422139.000000 Penalty: 5587.440918
	Iteration 2Q: 3 clusters Score -9422139 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -9422790.000000 Penalty: 5587.440918
	Iteration 3Q: 3 clusters Score -9422790 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -9423519.000000 Penalty: 5587.440918
	Iteration 4Q: 3 clusters Score -9423519 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -9424495.000000 Penalty: 5587.440918
	Iteration 5Q: 3 clusters Score -9424495 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -9425869.000000 Penalty: 5587.440918
	Iteration 6Q: 3 clusters Score -9425869 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -9427797.000000 Penalty: 5587.440918
	Iteration 7Q: 3 clusters Score -9427797 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -9430775.000000 Penalty: 5587.440918
	Iteration 8F: 3 clusters Score -9430775 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -9434777.000000 Penalty: 5587.440918
	Iteration 9F: 3 clusters Score -9434777 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -9438363.000000 Penalty: 5587.440918
	Iteration 10F: 3 clusters Score -9438363 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -9440517.000000 Penalty: 5587.440918
	Iteration 11F: 3 clusters Score -9440517 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -9441729.000000 Penalty: 5587.440918
	Iteration 12Q: 3 clusters Score -9441729 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -9442268.000000 Penalty: 5587.440918
	Iteration 13Q: 3 clusters Score -9442268 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -9442670.000000 Penalty: 5587.440918
	Iteration 14Q: 3 clusters Score -9442670 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -9443024.000000 Penalty: 5587.440918
	Iteration 15Q: 3 clusters Score -9443024 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -9443292.000000 Penalty: 5587.440918
	Iteration 16Q: 3 clusters Score -9443292 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -9443512.000000 Penalty: 5587.440918
	Iteration 17Q: 3 clusters Score -9443512 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -9443711.000000 Penalty: 5587.440918
	Iteration 18Q: 3 clusters Score -9443711 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -9443853.000000 Penalty: 5587.440918
	Iteration 19Q: 3 clusters Score -9443853 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -9444008.000000 Penalty: 5587.440918
	Iteration 20F: 3 clusters Score -9444008 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -9444164.000000 Penalty: 5587.440918
	Iteration 21Q: 3 clusters Score -9444164 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -9444296.000000 Penalty: 5587.440918
	Iteration 22Q: 3 clusters Score -9444296 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -9444476.000000 Penalty: 5587.440918
	Iteration 23Q: 3 clusters Score -9444476 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -9444599.000000 Penalty: 5587.440918
	Iteration 24Q: 3 clusters Score -9444599 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -9444807.000000 Penalty: 5587.440918
	Iteration 25Q: 3 clusters Score -9444807 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -9444987.000000 Penalty: 5587.440918
	Iteration 26Q: 3 clusters Score -9444987 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -9445166.000000 Penalty: 5587.440918
	Iteration 27Q: 3 clusters Score -9445166 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -9445395.000000 Penalty: 5587.440918
	Iteration 28Q: 3 clusters Score -9445395 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -9445621.000000 Penalty: 5587.440918
	Iteration 29Q: 3 clusters Score -9445621 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -9445861.000000 Penalty: 5587.440918
	Iteration 30Q: 3 clusters Score -9445861 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -9446082.000000 Penalty: 5587.440918
	Iteration 31Q: 3 clusters Score -9446082 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -9446379.000000 Penalty: 5587.440918
	Iteration 32Q: 3 clusters Score -9446379 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -9446660.000000 Penalty: 5587.440918
	Iteration 33Q: 3 clusters Score -9446660 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -9446980.000000 Penalty: 5587.440918
	Iteration 34Q: 3 clusters Score -9446980 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -9447234.000000 Penalty: 5587.440918
	Iteration 35Q: 3 clusters Score -9447234 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -9447511.000000 Penalty: 5587.440918
	Iteration 36Q: 3 clusters Score -9447511 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -9447782.000000 Penalty: 5587.440918
	Iteration 37Q: 3 clusters Score -9447782 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -9448100.000000 Penalty: 5587.440918
	Iteration 38Q: 3 clusters Score -9448100 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -9448380.000000 Penalty: 5587.440918
	Iteration 39Q: 3 clusters Score -9448380 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -9448620.000000 Penalty: 5587.440918
	Iteration 40F: 3 clusters Score -9448620 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -9448878.000000 Penalty: 5587.440918
	Iteration 41Q: 3 clusters Score -9448878 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -9449091.000000 Penalty: 5587.440918
	Iteration 42Q: 3 clusters Score -9449091 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -9449325.000000 Penalty: 5587.440918
	Iteration 43Q: 3 clusters Score -9449325 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -9449531.000000 Penalty: 5587.440918
	Iteration 44Q: 3 clusters Score -9449531 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9449705.000000 Penalty: 5587.440918
	Iteration 45Q: 3 clusters Score -9449705 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9449895.000000 Penalty: 5587.440918
	Iteration 46Q: 3 clusters Score -9449895 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9450007.000000 Penalty: 5587.440918
	Iteration 47Q: 3 clusters Score -9450007 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9450176.000000 Penalty: 5587.440918
	Iteration 48Q: 3 clusters Score -9450176 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9450300.000000 Penalty: 5587.440918
	Iteration 49Q: 3 clusters Score -9450300 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9450418.000000 Penalty: 5587.440918
	Iteration 50Q: 3 clusters Score -9450418 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9450585.000000 Penalty: 5587.440918
	Iteration 51Q: 3 clusters Score -9450585 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9450707.000000 Penalty: 5587.440918
	Iteration 52Q: 3 clusters Score -9450707 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9450812.000000 Penalty: 5587.440918
	Iteration 53Q: 3 clusters Score -9450812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9450955.000000 Penalty: 5587.440918
	Iteration 54Q: 3 clusters Score -9450955 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9451035.000000 Penalty: 5587.440918
	Iteration 55Q: 3 clusters Score -9451035 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9451123.000000 Penalty: 5587.440918
	Iteration 56Q: 3 clusters Score -9451123 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9451166.000000 Penalty: 5587.440918
	Iteration 57Q: 3 clusters Score -9451166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9451204.000000 Penalty: 5587.440918
	Iteration 58Q: 3 clusters Score -9451204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9451245.000000 Penalty: 5587.440918
	Iteration 59Q: 3 clusters Score -9451245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9451240.000000 Penalty: 5587.440918
	Iteration 60F: 3 clusters Score -9451240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9451274.000000 Penalty: 5587.440918
	Iteration 61Q: 3 clusters Score -9451274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9451314.000000 Penalty: 5587.440918
	Iteration 62Q: 3 clusters Score -9451314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9451328.000000 Penalty: 5587.440918
	Iteration 63Q: 3 clusters Score -9451328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9451346.000000 Penalty: 5587.440918
	Iteration 64Q: 3 clusters Score -9451346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9451353.000000 Penalty: 5587.440918
	Iteration 65Q: 3 clusters Score -9451353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9451360.000000 Penalty: 5587.440918
	Iteration 66Q: 3 clusters Score -9451360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9451362.000000 Penalty: 5587.440918
	Iteration 67Q: 3 clusters Score -9451362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9451368.000000 Penalty: 5587.440918
	Iteration 68Q: 3 clusters Score -9451368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9451377.000000 Penalty: 5587.440918
	Iteration 69Q: 3 clusters Score -9451377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9451378.000000 Penalty: 5587.440918
	Iteration 70Q: 3 clusters Score -9451378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9451381.000000 Penalty: 5587.440918
	Iteration 71Q: 3 clusters Score -9451381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9451375.000000 Penalty: 5587.440918
	Iteration 72Q: 3 clusters Score -9451375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9451378.000000 Penalty: 5587.440918
	Iteration 73Q: 3 clusters Score -9451378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9451374.000000 Penalty: 5587.440918
	Iteration 74Q: 3 clusters Score -9451374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9451381.000000 Penalty: 5587.440918
	Iteration 75Q: 3 clusters Score -9451381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9451386.000000 Penalty: 5587.440918
	Iteration 76Q: 3 clusters Score -9451386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9451386.000000 Penalty: 5587.440918
	Iteration 77Q: 3 clusters Score -9451386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9451383.000000 Penalty: 5587.440918
	Iteration 78Q: 3 clusters Score -9451383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9451384.000000 Penalty: 5587.440918
	Iteration 79Q: 3 clusters Score -9451384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9451384.000000 Penalty: 5587.440918
	Iteration 80F: 3 clusters Score -9451384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (232441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232441 members 
Entering Unmasked Estep 
Score: -27291062.000000 Penalty: 3064.385254
	Iteration 0F: 2 clusters Score -2.729106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116379 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -27134764.000000 Penalty: 6128.770508
	Iteration 0F: 3 clusters Score -2.713476e+07 nChanged 112362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 115816 members 
Entering Unmasked Estep 
Score: -27201466.000000 Penalty: 6128.770508
	Iteration 1F: 3 clusters Score -2.720147e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 115693 members 
Entering Unmasked Estep 
Score: -27202856.000000 Penalty: 6128.770508
	Iteration 2Q: 3 clusters Score -2.720286e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116781 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -27204632.000000 Penalty: 6128.770508
	Iteration 3Q: 3 clusters Score -2.720463e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -27206404.000000 Penalty: 6128.770508
	Iteration 4Q: 3 clusters Score -2.72064e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117321 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -27208772.000000 Penalty: 6128.770508
	Iteration 5Q: 3 clusters Score -2.720877e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 114503 members 
Entering Unmasked Estep 
Score: -27211346.000000 Penalty: 6128.770508
	Iteration 6Q: 3 clusters Score -2.721135e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118932 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -27213812.000000 Penalty: 6128.770508
	Iteration 7Q: 3 clusters Score -2.721381e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120621 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -27216314.000000 Penalty: 6128.770508
	Iteration 8Q: 3 clusters Score -2.721631e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -27219242.000000 Penalty: 6128.770508
	Iteration 9Q: 3 clusters Score -2.721924e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126715 members 
Mstep: Class 2 contains 105726 members 
Entering Unmasked Estep 
Score: -27222376.000000 Penalty: 6128.770508
	Iteration 10Q: 3 clusters Score -2.722238e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131668 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -27225952.000000 Penalty: 6128.770508
	Iteration 11Q: 3 clusters Score -2.722595e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137845 members 
Mstep: Class 2 contains 94596 members 
Entering Unmasked Estep 
Score: -27230750.000000 Penalty: 6128.770508
	Iteration 12Q: 3 clusters Score -2.723075e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145158 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -27236580.000000 Penalty: 6128.770508
	Iteration 13Q: 3 clusters Score -2.723658e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -27242608.000000 Penalty: 6128.770508
	Iteration 14Q: 3 clusters Score -2.724261e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -27248420.000000 Penalty: 6128.770508
	Iteration 15Q: 3 clusters Score -2.724842e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -27252890.000000 Penalty: 6128.770508
	Iteration 16Q: 3 clusters Score -2.725289e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171445 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -27255718.000000 Penalty: 6128.770508
	Iteration 17Q: 3 clusters Score -2.725572e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -27258106.000000 Penalty: 6128.770508
	Iteration 18Q: 3 clusters Score -2.725811e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181064 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -27259890.000000 Penalty: 6128.770508
	Iteration 19Q: 3 clusters Score -2.725989e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185905 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -27261840.000000 Penalty: 6128.770508
	Iteration 20F: 3 clusters Score -2.726184e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190829 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -27263752.000000 Penalty: 6128.770508
	Iteration 21Q: 3 clusters Score -2.726375e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195735 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -27265894.000000 Penalty: 6128.770508
	Iteration 22Q: 3 clusters Score -2.726589e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200580 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -27268358.000000 Penalty: 6128.770508
	Iteration 23Q: 3 clusters Score -2.726836e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205325 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -27270972.000000 Penalty: 6128.770508
	Iteration 24Q: 3 clusters Score -2.727097e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209907 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -27273710.000000 Penalty: 6128.770508
	Iteration 25Q: 3 clusters Score -2.727371e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214328 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -27276624.000000 Penalty: 6128.770508
	Iteration 26Q: 3 clusters Score -2.727662e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218269 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -27279420.000000 Penalty: 6128.770508
	Iteration 27Q: 3 clusters Score -2.727942e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221729 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -27281940.000000 Penalty: 6128.770508
	Iteration 28Q: 3 clusters Score -2.728194e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224527 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -27284028.000000 Penalty: 6128.770508
	Iteration 29Q: 3 clusters Score -2.728403e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226640 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -27285636.000000 Penalty: 6128.770508
	Iteration 30Q: 3 clusters Score -2.728564e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228149 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -27286598.000000 Penalty: 6128.770508
	Iteration 31Q: 3 clusters Score -2.72866e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229190 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -27287292.000000 Penalty: 6128.770508
	Iteration 32Q: 3 clusters Score -2.728729e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229854 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -27287732.000000 Penalty: 6128.770508
	Iteration 33Q: 3 clusters Score -2.728773e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230255 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -27287878.000000 Penalty: 6128.770508
	Iteration 34Q: 3 clusters Score -2.728788e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230530 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -27288048.000000 Penalty: 6128.770508
	Iteration 35Q: 3 clusters Score -2.728805e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230718 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -27288226.000000 Penalty: 6128.770508
	Iteration 36Q: 3 clusters Score -2.728823e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230831 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -27288284.000000 Penalty: 6128.770508
	Iteration 37Q: 3 clusters Score -2.728828e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230922 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -27288378.000000 Penalty: 6128.770508
	Iteration 38Q: 3 clusters Score -2.728838e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230991 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -27288410.000000 Penalty: 6128.770508
	Iteration 39Q: 3 clusters Score -2.728841e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231044 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -27288444.000000 Penalty: 6128.770508
	Iteration 40F: 3 clusters Score -2.728844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231072 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -27288460.000000 Penalty: 6128.770508
	Iteration 41Q: 3 clusters Score -2.728846e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231105 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -27288510.000000 Penalty: 6128.770508
	Iteration 42Q: 3 clusters Score -2.728851e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231138 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -27288514.000000 Penalty: 6128.770508
	Iteration 43Q: 3 clusters Score -2.728851e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231177 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -27288532.000000 Penalty: 6128.770508
	Iteration 44Q: 3 clusters Score -2.728853e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231196 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -27288536.000000 Penalty: 6128.770508
	Iteration 45Q: 3 clusters Score -2.728854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231212 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -27288562.000000 Penalty: 6128.770508
	Iteration 46Q: 3 clusters Score -2.728856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231224 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -27288550.000000 Penalty: 6128.770508
	Iteration 47Q: 3 clusters Score -2.728855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231232 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -27288554.000000 Penalty: 6128.770508
	Iteration 48Q: 3 clusters Score -2.728855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231237 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -27288554.000000 Penalty: 6128.770508
	Iteration 49Q: 3 clusters Score -2.728855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231240 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -27288574.000000 Penalty: 6128.770508
	Iteration 50Q: 3 clusters Score -2.728857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231253 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -27288586.000000 Penalty: 6128.770508
	Iteration 51Q: 3 clusters Score -2.728859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231261 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -27288610.000000 Penalty: 6128.770508
	Iteration 52Q: 3 clusters Score -2.728861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231272 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -27288586.000000 Penalty: 6128.770508
	Iteration 53Q: 3 clusters Score -2.728859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231276 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -27288604.000000 Penalty: 6128.770508
	Iteration 54Q: 3 clusters Score -2.72886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231278 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -27288642.000000 Penalty: 6128.770508
	Iteration 55Q: 3 clusters Score -2.728864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231285 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -27288634.000000 Penalty: 6128.770508
	Iteration 56Q: 3 clusters Score -2.728863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231292 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -27288648.000000 Penalty: 6128.770508
	Iteration 57Q: 3 clusters Score -2.728865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231298 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -27288620.000000 Penalty: 6128.770508
	Iteration 58Q: 3 clusters Score -2.728862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231300 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -27288628.000000 Penalty: 6128.770508
	Iteration 59Q: 3 clusters Score -2.728863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231300 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -27288622.000000 Penalty: 6128.770508
	Iteration 60F: 3 clusters Score -2.728862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231300 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -27288632.000000 Penalty: 6128.770508
	Iteration 61Q: 3 clusters Score -2.728863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231302 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -27288636.000000 Penalty: 6128.770508
	Iteration 62Q: 3 clusters Score -2.728864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231303 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -27288646.000000 Penalty: 6128.770508
	Iteration 63Q: 3 clusters Score -2.728865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231304 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -27288648.000000 Penalty: 6128.770508
	Iteration 64Q: 3 clusters Score -2.728865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231304 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -27288648.000000 Penalty: 6128.770508
	Iteration 65F: 3 clusters Score -2.728865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Entering Unmasked Estep 
Score: -1115972.000000 Penalty: 2277.503906
	Iteration 0F: 2 clusters Score -1115972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1108550.750000 Penalty: 4555.007812
	Iteration 0F: 3 clusters Score -1108551 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1110787.875000 Penalty: 4555.007812
	Iteration 1F: 3 clusters Score -1110788 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1111178.500000 Penalty: 4555.007812
	Iteration 2F: 3 clusters Score -1111178 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1111493.750000 Penalty: 4555.007812
	Iteration 3F: 3 clusters Score -1111494 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1111749.375000 Penalty: 4555.007812
	Iteration 4Q: 3 clusters Score -1111749 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1111951.250000 Penalty: 4555.007812
	Iteration 5Q: 3 clusters Score -1111951 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1112108.250000 Penalty: 4555.007812
	Iteration 6Q: 3 clusters Score -1112108 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1112265.500000 Penalty: 4555.007812
	Iteration 7Q: 3 clusters Score -1112266 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1112421.125000 Penalty: 4555.007812
	Iteration 8Q: 3 clusters Score -1112421 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1112565.875000 Penalty: 4555.007812
	Iteration 9Q: 3 clusters Score -1112566 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1112693.375000 Penalty: 4555.007812
	Iteration 10Q: 3 clusters Score -1112693 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1112826.500000 Penalty: 4555.007812
	Iteration 11Q: 3 clusters Score -1112826 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1112947.625000 Penalty: 4555.007812
	Iteration 12Q: 3 clusters Score -1112948 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1113078.500000 Penalty: 4555.007812
	Iteration 13Q: 3 clusters Score -1113078 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1113195.500000 Penalty: 4555.007812
	Iteration 14Q: 3 clusters Score -1113196 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1113310.250000 Penalty: 4555.007812
	Iteration 15Q: 3 clusters Score -1113310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1113406.500000 Penalty: 4555.007812
	Iteration 16Q: 3 clusters Score -1113406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1113483.875000 Penalty: 4555.007812
	Iteration 17Q: 3 clusters Score -1113484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1113539.000000 Penalty: 4555.007812
	Iteration 18Q: 3 clusters Score -1113539 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1113580.250000 Penalty: 4555.007812
	Iteration 19Q: 3 clusters Score -1113580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1113614.250000 Penalty: 4555.007812
	Iteration 20F: 3 clusters Score -1113614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1113646.750000 Penalty: 4555.007812
	Iteration 21Q: 3 clusters Score -1113647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1113674.750000 Penalty: 4555.007812
	Iteration 22Q: 3 clusters Score -1113675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1113712.500000 Penalty: 4555.007812
	Iteration 23Q: 3 clusters Score -1113712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1113741.125000 Penalty: 4555.007812
	Iteration 24Q: 3 clusters Score -1113741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1113767.750000 Penalty: 4555.007812
	Iteration 25Q: 3 clusters Score -1113768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1113788.375000 Penalty: 4555.007812
	Iteration 26Q: 3 clusters Score -1113788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1113806.500000 Penalty: 4555.007812
	Iteration 27Q: 3 clusters Score -1113806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1113822.625000 Penalty: 4555.007812
	Iteration 28Q: 3 clusters Score -1113823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1113836.000000 Penalty: 4555.007812
	Iteration 29Q: 3 clusters Score -1113836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1113851.250000 Penalty: 4555.007812
	Iteration 30Q: 3 clusters Score -1113851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1113871.875000 Penalty: 4555.007812
	Iteration 31Q: 3 clusters Score -1113872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1113888.875000 Penalty: 4555.007812
	Iteration 32Q: 3 clusters Score -1113889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1113893.875000 Penalty: 4555.007812
	Iteration 33Q: 3 clusters Score -1113894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1113908.000000 Penalty: 4555.007812
	Iteration 34Q: 3 clusters Score -1113908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1113918.625000 Penalty: 4555.007812
	Iteration 35Q: 3 clusters Score -1113919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1113931.500000 Penalty: 4555.007812
	Iteration 36Q: 3 clusters Score -1113932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1113940.125000 Penalty: 4555.007812
	Iteration 37Q: 3 clusters Score -1113940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1113944.750000 Penalty: 4555.007812
	Iteration 38Q: 3 clusters Score -1113945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1113952.000000 Penalty: 4555.007812
	Iteration 39Q: 3 clusters Score -1113952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1113961.250000 Penalty: 4555.007812
	Iteration 40F: 3 clusters Score -1113961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1113963.875000 Penalty: 4555.007812
	Iteration 41Q: 3 clusters Score -1113964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1113972.625000 Penalty: 4555.007812
	Iteration 42Q: 3 clusters Score -1113973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1113981.750000 Penalty: 4555.007812
	Iteration 43Q: 3 clusters Score -1113982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1113991.125000 Penalty: 4555.007812
	Iteration 44Q: 3 clusters Score -1113991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1113998.750000 Penalty: 4555.007812
	Iteration 45Q: 3 clusters Score -1113999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1114007.625000 Penalty: 4555.007812
	Iteration 46Q: 3 clusters Score -1114008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1114015.125000 Penalty: 4555.007812
	Iteration 47Q: 3 clusters Score -1114015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1114030.375000 Penalty: 4555.007812
	Iteration 48Q: 3 clusters Score -1114030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1114036.000000 Penalty: 4555.007812
	Iteration 49Q: 3 clusters Score -1114036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1114044.125000 Penalty: 4555.007812
	Iteration 50Q: 3 clusters Score -1114044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1114048.875000 Penalty: 4555.007812
	Iteration 51Q: 3 clusters Score -1114049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1114054.125000 Penalty: 4555.007812
	Iteration 52Q: 3 clusters Score -1114054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1114056.375000 Penalty: 4555.007812
	Iteration 53Q: 3 clusters Score -1114056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1114056.000000 Penalty: 4555.007812
	Iteration 54Q: 3 clusters Score -1114056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1114059.250000 Penalty: 4555.007812
	Iteration 55Q: 3 clusters Score -1114059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1114062.875000 Penalty: 4555.007812
	Iteration 56Q: 3 clusters Score -1114063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1114064.875000 Penalty: 4555.007812
	Iteration 57Q: 3 clusters Score -1114065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1114065.875000 Penalty: 4555.007812
	Iteration 58Q: 3 clusters Score -1114066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1114068.625000 Penalty: 4555.007812
	Iteration 59Q: 3 clusters Score -1114069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1114071.750000 Penalty: 4555.007812
	Iteration 60F: 3 clusters Score -1114072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1114074.750000 Penalty: 4555.007812
	Iteration 61Q: 3 clusters Score -1114075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1114075.500000 Penalty: 4555.007812
	Iteration 62Q: 3 clusters Score -1114076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1114076.625000 Penalty: 4555.007812
	Iteration 63Q: 3 clusters Score -1114077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1114078.750000 Penalty: 4555.007812
	Iteration 64Q: 3 clusters Score -1114079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1114080.250000 Penalty: 4555.007812
	Iteration 65Q: 3 clusters Score -1114080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1114082.375000 Penalty: 4555.007812
	Iteration 66Q: 3 clusters Score -1114082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1114081.250000 Penalty: 4555.007812
	Iteration 67Q: 3 clusters Score -1114081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1114082.375000 Penalty: 4555.007812
	Iteration 68Q: 3 clusters Score -1114082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1114083.000000 Penalty: 4555.007812
	Iteration 69Q: 3 clusters Score -1114083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1114083.375000 Penalty: 4555.007812
	Iteration 70Q: 3 clusters Score -1114083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1114083.375000 Penalty: 4555.007812
	Iteration 71F: 3 clusters Score -1114083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Entering Unmasked Estep 
Score: -2680226.000000 Penalty: 2504.300049
	Iteration 0F: 2 clusters Score -2680226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2663249.000000 Penalty: 5008.600098
	Iteration 0F: 3 clusters Score -2663249 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2669270.750000 Penalty: 5008.600098
	Iteration 1F: 3 clusters Score -2669271 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2669952.250000 Penalty: 5008.600098
	Iteration 2F: 3 clusters Score -2669952 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2670709.000000 Penalty: 5008.600098
	Iteration 3F: 3 clusters Score -2670709 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2671588.750000 Penalty: 5008.600098
	Iteration 4F: 3 clusters Score -2671589 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2672675.750000 Penalty: 5008.600098
	Iteration 5F: 3 clusters Score -2672676 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2673788.750000 Penalty: 5008.600098
	Iteration 6F: 3 clusters Score -2673789 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2674758.250000 Penalty: 5008.600098
	Iteration 7F: 3 clusters Score -2674758 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2675506.750000 Penalty: 5008.600098
	Iteration 8F: 3 clusters Score -2675507 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2675996.500000 Penalty: 5008.600098
	Iteration 9Q: 3 clusters Score -2675996 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2676346.000000 Penalty: 5008.600098
	Iteration 10Q: 3 clusters Score -2676346 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2676600.000000 Penalty: 5008.600098
	Iteration 11Q: 3 clusters Score -2676600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2676808.500000 Penalty: 5008.600098
	Iteration 12Q: 3 clusters Score -2676808 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2676959.750000 Penalty: 5008.600098
	Iteration 13Q: 3 clusters Score -2676960 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2677066.500000 Penalty: 5008.600098
	Iteration 14Q: 3 clusters Score -2677066 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2677147.750000 Penalty: 5008.600098
	Iteration 15Q: 3 clusters Score -2677148 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2677202.250000 Penalty: 5008.600098
	Iteration 16Q: 3 clusters Score -2677202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2677237.750000 Penalty: 5008.600098
	Iteration 17Q: 3 clusters Score -2677238 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2677274.500000 Penalty: 5008.600098
	Iteration 18Q: 3 clusters Score -2677274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2677302.750000 Penalty: 5008.600098
	Iteration 19Q: 3 clusters Score -2677303 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2677335.500000 Penalty: 5008.600098
	Iteration 20F: 3 clusters Score -2677336 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2677349.500000 Penalty: 5008.600098
	Iteration 21Q: 3 clusters Score -2677350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2677371.750000 Penalty: 5008.600098
	Iteration 22Q: 3 clusters Score -2677372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2677395.000000 Penalty: 5008.600098
	Iteration 23Q: 3 clusters Score -2677395 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2677413.250000 Penalty: 5008.600098
	Iteration 24Q: 3 clusters Score -2677413 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2677428.750000 Penalty: 5008.600098
	Iteration 25Q: 3 clusters Score -2677429 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2677447.000000 Penalty: 5008.600098
	Iteration 26Q: 3 clusters Score -2677447 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2677463.500000 Penalty: 5008.600098
	Iteration 27Q: 3 clusters Score -2677464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2677475.750000 Penalty: 5008.600098
	Iteration 28Q: 3 clusters Score -2677476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2677476.000000 Penalty: 5008.600098
	Iteration 29Q: 3 clusters Score -2677476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2677480.500000 Penalty: 5008.600098
	Iteration 30Q: 3 clusters Score -2677480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2677482.750000 Penalty: 5008.600098
	Iteration 31Q: 3 clusters Score -2677483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2677482.250000 Penalty: 5008.600098
	Iteration 32Q: 3 clusters Score -2677482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2677491.000000 Penalty: 5008.600098
	Iteration 33Q: 3 clusters Score -2677491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2677496.500000 Penalty: 5008.600098
	Iteration 34Q: 3 clusters Score -2677496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2677498.000000 Penalty: 5008.600098
	Iteration 35Q: 3 clusters Score -2677498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2677506.250000 Penalty: 5008.600098
	Iteration 36Q: 3 clusters Score -2677506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2677511.250000 Penalty: 5008.600098
	Iteration 37Q: 3 clusters Score -2677511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2677523.750000 Penalty: 5008.600098
	Iteration 38Q: 3 clusters Score -2677524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2677531.000000 Penalty: 5008.600098
	Iteration 39Q: 3 clusters Score -2677531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2677547.000000 Penalty: 5008.600098
	Iteration 40F: 3 clusters Score -2677547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2677539.750000 Penalty: 5008.600098
	Iteration 41Q: 3 clusters Score -2677540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2677552.750000 Penalty: 5008.600098
	Iteration 42Q: 3 clusters Score -2677553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2677567.750000 Penalty: 5008.600098
	Iteration 43Q: 3 clusters Score -2677568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2677591.750000 Penalty: 5008.600098
	Iteration 44Q: 3 clusters Score -2677592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2677602.500000 Penalty: 5008.600098
	Iteration 45Q: 3 clusters Score -2677602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2677606.750000 Penalty: 5008.600098
	Iteration 46Q: 3 clusters Score -2677607 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2677620.750000 Penalty: 5008.600098
	Iteration 47Q: 3 clusters Score -2677621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2677634.750000 Penalty: 5008.600098
	Iteration 48Q: 3 clusters Score -2677635 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2677669.000000 Penalty: 5008.600098
	Iteration 49Q: 3 clusters Score -2677669 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2677700.750000 Penalty: 5008.600098
	Iteration 50Q: 3 clusters Score -2677701 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2677721.250000 Penalty: 5008.600098
	Iteration 51Q: 3 clusters Score -2677721 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2677753.000000 Penalty: 5008.600098
	Iteration 52Q: 3 clusters Score -2677753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2677789.000000 Penalty: 5008.600098
	Iteration 53Q: 3 clusters Score -2677789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2677816.750000 Penalty: 5008.600098
	Iteration 54Q: 3 clusters Score -2677817 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2677844.000000 Penalty: 5008.600098
	Iteration 55Q: 3 clusters Score -2677844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2677878.000000 Penalty: 5008.600098
	Iteration 56Q: 3 clusters Score -2677878 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2677914.250000 Penalty: 5008.600098
	Iteration 57Q: 3 clusters Score -2677914 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2677963.250000 Penalty: 5008.600098
	Iteration 58Q: 3 clusters Score -2677963 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2678008.750000 Penalty: 5008.600098
	Iteration 59Q: 3 clusters Score -2678009 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2678079.250000 Penalty: 5008.600098
	Iteration 60F: 3 clusters Score -2678079 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2678154.250000 Penalty: 5008.600098
	Iteration 61Q: 3 clusters Score -2678154 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2678232.750000 Penalty: 5008.600098
	Iteration 62Q: 3 clusters Score -2678233 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2678322.750000 Penalty: 5008.600098
	Iteration 63Q: 3 clusters Score -2678323 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2678397.500000 Penalty: 5008.600098
	Iteration 64Q: 3 clusters Score -2678398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2678464.250000 Penalty: 5008.600098
	Iteration 65Q: 3 clusters Score -2678464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2678555.500000 Penalty: 5008.600098
	Iteration 66Q: 3 clusters Score -2678556 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2678617.500000 Penalty: 5008.600098
	Iteration 67Q: 3 clusters Score -2678618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2678681.000000 Penalty: 5008.600098
	Iteration 68Q: 3 clusters Score -2678681 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2678733.500000 Penalty: 5008.600098
	Iteration 69Q: 3 clusters Score -2678734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2678780.500000 Penalty: 5008.600098
	Iteration 70Q: 3 clusters Score -2678780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2678826.500000 Penalty: 5008.600098
	Iteration 71Q: 3 clusters Score -2678826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2678852.000000 Penalty: 5008.600098
	Iteration 72Q: 3 clusters Score -2678852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2678879.000000 Penalty: 5008.600098
	Iteration 73Q: 3 clusters Score -2678879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2678903.500000 Penalty: 5008.600098
	Iteration 74Q: 3 clusters Score -2678904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2678923.250000 Penalty: 5008.600098
	Iteration 75Q: 3 clusters Score -2678923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2678934.750000 Penalty: 5008.600098
	Iteration 76Q: 3 clusters Score -2678935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2678961.250000 Penalty: 5008.600098
	Iteration 77Q: 3 clusters Score -2678961 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2678963.500000 Penalty: 5008.600098
	Iteration 78Q: 3 clusters Score -2678964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2678987.000000 Penalty: 5008.600098
	Iteration 79Q: 3 clusters Score -2678987 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2679001.750000 Penalty: 5008.600098
	Iteration 80F: 3 clusters Score -2679002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2679017.000000 Penalty: 5008.600098
	Iteration 81Q: 3 clusters Score -2679017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2679030.250000 Penalty: 5008.600098
	Iteration 82Q: 3 clusters Score -2679030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2679051.000000 Penalty: 5008.600098
	Iteration 83Q: 3 clusters Score -2679051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2679064.250000 Penalty: 5008.600098
	Iteration 84Q: 3 clusters Score -2679064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2679071.500000 Penalty: 5008.600098
	Iteration 85Q: 3 clusters Score -2679072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2679081.500000 Penalty: 5008.600098
	Iteration 86Q: 3 clusters Score -2679082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2679087.500000 Penalty: 5008.600098
	Iteration 87Q: 3 clusters Score -2679088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2679096.000000 Penalty: 5008.600098
	Iteration 88Q: 3 clusters Score -2679096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2679111.500000 Penalty: 5008.600098
	Iteration 89Q: 3 clusters Score -2679112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2679112.750000 Penalty: 5008.600098
	Iteration 90Q: 3 clusters Score -2679113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2679118.500000 Penalty: 5008.600098
	Iteration 91Q: 3 clusters Score -2679118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2679121.000000 Penalty: 5008.600098
	Iteration 92Q: 3 clusters Score -2679121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2679133.000000 Penalty: 5008.600098
	Iteration 93Q: 3 clusters Score -2679133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2679134.250000 Penalty: 5008.600098
	Iteration 94Q: 3 clusters Score -2679134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2679134.250000 Penalty: 5008.600098
	Iteration 95Q: 3 clusters Score -2679134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2679134.500000 Penalty: 5008.600098
	Iteration 96Q: 3 clusters Score -2679134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2679141.500000 Penalty: 5008.600098
	Iteration 97Q: 3 clusters Score -2679142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2679142.000000 Penalty: 5008.600098
	Iteration 98Q: 3 clusters Score -2679142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2679141.500000 Penalty: 5008.600098
	Iteration 99Q: 3 clusters Score -2679142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2679144.000000 Penalty: 5008.600098
	Iteration 100F: 3 clusters Score -2679144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2679142.250000 Penalty: 5008.600098
	Iteration 101Q: 3 clusters Score -2679142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2679143.250000 Penalty: 5008.600098
	Iteration 102Q: 3 clusters Score -2679143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2679146.000000 Penalty: 5008.600098
	Iteration 103Q: 3 clusters Score -2679146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2679149.250000 Penalty: 5008.600098
	Iteration 104Q: 3 clusters Score -2679149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2679149.500000 Penalty: 5008.600098
	Iteration 105Q: 3 clusters Score -2679150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2679149.500000 Penalty: 5008.600098
	Iteration 106F: 3 clusters Score -2679150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Entering Unmasked Estep 
Score: -2916919.000000 Penalty: 2523.003174
	Iteration 0F: 2 clusters Score -2916919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2898807.500000 Penalty: 5046.006348
	Iteration 0F: 3 clusters Score -2898808 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2905513.750000 Penalty: 5046.006348
	Iteration 1F: 3 clusters Score -2905514 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2906120.750000 Penalty: 5046.006348
	Iteration 2F: 3 clusters Score -2906121 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2906707.750000 Penalty: 5046.006348
	Iteration 3F: 3 clusters Score -2906708 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2907368.250000 Penalty: 5046.006348
	Iteration 4F: 3 clusters Score -2907368 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2908140.750000 Penalty: 5046.006348
	Iteration 5F: 3 clusters Score -2908141 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2909029.250000 Penalty: 5046.006348
	Iteration 6F: 3 clusters Score -2909029 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2910027.750000 Penalty: 5046.006348
	Iteration 7F: 3 clusters Score -2910028 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2911008.750000 Penalty: 5046.006348
	Iteration 8F: 3 clusters Score -2911009 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2911830.250000 Penalty: 5046.006348
	Iteration 9Q: 3 clusters Score -2911830 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2912496.250000 Penalty: 5046.006348
	Iteration 10Q: 3 clusters Score -2912496 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2913019.500000 Penalty: 5046.006348
	Iteration 11Q: 3 clusters Score -2913020 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2913406.000000 Penalty: 5046.006348
	Iteration 12Q: 3 clusters Score -2913406 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2913716.500000 Penalty: 5046.006348
	Iteration 13Q: 3 clusters Score -2913716 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2913999.250000 Penalty: 5046.006348
	Iteration 14Q: 3 clusters Score -2913999 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2914247.000000 Penalty: 5046.006348
	Iteration 15Q: 3 clusters Score -2914247 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2914464.750000 Penalty: 5046.006348
	Iteration 16Q: 3 clusters Score -2914465 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2914651.000000 Penalty: 5046.006348
	Iteration 17Q: 3 clusters Score -2914651 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2914850.250000 Penalty: 5046.006348
	Iteration 18Q: 3 clusters Score -2914850 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2915047.250000 Penalty: 5046.006348
	Iteration 19Q: 3 clusters Score -2915047 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2915237.750000 Penalty: 5046.006348
	Iteration 20F: 3 clusters Score -2915238 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2915383.750000 Penalty: 5046.006348
	Iteration 21Q: 3 clusters Score -2915384 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2915541.000000 Penalty: 5046.006348
	Iteration 22Q: 3 clusters Score -2915541 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2915669.750000 Penalty: 5046.006348
	Iteration 23Q: 3 clusters Score -2915670 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2915753.500000 Penalty: 5046.006348
	Iteration 24Q: 3 clusters Score -2915754 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2915834.750000 Penalty: 5046.006348
	Iteration 25Q: 3 clusters Score -2915835 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2915892.250000 Penalty: 5046.006348
	Iteration 26Q: 3 clusters Score -2915892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2915930.500000 Penalty: 5046.006348
	Iteration 27Q: 3 clusters Score -2915930 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2915960.250000 Penalty: 5046.006348
	Iteration 28Q: 3 clusters Score -2915960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2915978.250000 Penalty: 5046.006348
	Iteration 29Q: 3 clusters Score -2915978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2916005.500000 Penalty: 5046.006348
	Iteration 30Q: 3 clusters Score -2916006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2916020.750000 Penalty: 5046.006348
	Iteration 31Q: 3 clusters Score -2916021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2916031.750000 Penalty: 5046.006348
	Iteration 32Q: 3 clusters Score -2916032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2916043.000000 Penalty: 5046.006348
	Iteration 33Q: 3 clusters Score -2916043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2916040.000000 Penalty: 5046.006348
	Iteration 34Q: 3 clusters Score -2916040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2916045.000000 Penalty: 5046.006348
	Iteration 35Q: 3 clusters Score -2916045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2916059.500000 Penalty: 5046.006348
	Iteration 36Q: 3 clusters Score -2916060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2916057.750000 Penalty: 5046.006348
	Iteration 37Q: 3 clusters Score -2916058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2916066.250000 Penalty: 5046.006348
	Iteration 38Q: 3 clusters Score -2916066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2916073.750000 Penalty: 5046.006348
	Iteration 39Q: 3 clusters Score -2916074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2916067.000000 Penalty: 5046.006348
	Iteration 40F: 3 clusters Score -2916067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2916078.750000 Penalty: 5046.006348
	Iteration 41Q: 3 clusters Score -2916079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2916082.000000 Penalty: 5046.006348
	Iteration 42Q: 3 clusters Score -2916082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2916081.250000 Penalty: 5046.006348
	Iteration 43Q: 3 clusters Score -2916081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2916087.000000 Penalty: 5046.006348
	Iteration 44Q: 3 clusters Score -2916087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2916082.750000 Penalty: 5046.006348
	Iteration 45Q: 3 clusters Score -2916083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2916086.500000 Penalty: 5046.006348
	Iteration 46Q: 3 clusters Score -2916086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2916090.750000 Penalty: 5046.006348
	Iteration 47Q: 3 clusters Score -2916091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2916090.000000 Penalty: 5046.006348
	Iteration 48Q: 3 clusters Score -2916090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2916086.750000 Penalty: 5046.006348
	Iteration 49Q: 3 clusters Score -2916087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2916089.500000 Penalty: 5046.006348
	Iteration 50Q: 3 clusters Score -2916090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2916088.000000 Penalty: 5046.006348
	Iteration 51Q: 3 clusters Score -2916088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2916085.250000 Penalty: 5046.006348
	Iteration 52Q: 3 clusters Score -2916085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2916083.000000 Penalty: 5046.006348
	Iteration 53Q: 3 clusters Score -2916083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2916094.250000 Penalty: 5046.006348
	Iteration 54Q: 3 clusters Score -2916094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2916090.000000 Penalty: 5046.006348
	Iteration 55Q: 3 clusters Score -2916090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2916091.750000 Penalty: 5046.006348
	Iteration 56Q: 3 clusters Score -2916092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2916087.750000 Penalty: 5046.006348
	Iteration 57Q: 3 clusters Score -2916088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2916091.000000 Penalty: 5046.006348
	Iteration 58Q: 3 clusters Score -2916091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2916088.250000 Penalty: 5046.006348
	Iteration 59Q: 3 clusters Score -2916088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2916089.000000 Penalty: 5046.006348
	Iteration 60F: 3 clusters Score -2916089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2916089.250000 Penalty: 5046.006348
	Iteration 61Q: 3 clusters Score -2916089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2916083.750000 Penalty: 5046.006348
	Iteration 62Q: 3 clusters Score -2916084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2916085.250000 Penalty: 5046.006348
	Iteration 63Q: 3 clusters Score -2916085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2916085.750000 Penalty: 5046.006348
	Iteration 64Q: 3 clusters Score -2916086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2916085.750000 Penalty: 5046.006348
	Iteration 65F: 3 clusters Score -2916086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Entering Unmasked Estep 
Score: -2516324.500000 Penalty: 2475.564209
	Iteration 0F: 2 clusters Score -2516324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2501122.250000 Penalty: 4951.128418
	Iteration 0F: 3 clusters Score -2501122 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2506470.750000 Penalty: 4951.128418
	Iteration 1F: 3 clusters Score -2506471 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2507172.500000 Penalty: 4951.128418
	Iteration 2F: 3 clusters Score -2507172 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2507857.250000 Penalty: 4951.128418
	Iteration 3F: 3 clusters Score -2507857 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2508578.500000 Penalty: 4951.128418
	Iteration 4F: 3 clusters Score -2508578 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2509342.250000 Penalty: 4951.128418
	Iteration 5F: 3 clusters Score -2509342 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2510129.500000 Penalty: 4951.128418
	Iteration 6F: 3 clusters Score -2510130 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2510923.000000 Penalty: 4951.128418
	Iteration 7F: 3 clusters Score -2510923 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2511731.750000 Penalty: 4951.128418
	Iteration 8F: 3 clusters Score -2511732 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2512440.750000 Penalty: 4951.128418
	Iteration 9F: 3 clusters Score -2512441 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2513085.750000 Penalty: 4951.128418
	Iteration 10Q: 3 clusters Score -2513086 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2513672.500000 Penalty: 4951.128418
	Iteration 11Q: 3 clusters Score -2513672 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2514144.500000 Penalty: 4951.128418
	Iteration 12Q: 3 clusters Score -2514144 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2514505.000000 Penalty: 4951.128418
	Iteration 13Q: 3 clusters Score -2514505 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2514776.500000 Penalty: 4951.128418
	Iteration 14Q: 3 clusters Score -2514776 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2514953.000000 Penalty: 4951.128418
	Iteration 15Q: 3 clusters Score -2514953 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2515090.000000 Penalty: 4951.128418
	Iteration 16Q: 3 clusters Score -2515090 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2515177.250000 Penalty: 4951.128418
	Iteration 17Q: 3 clusters Score -2515177 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2515247.500000 Penalty: 4951.128418
	Iteration 18Q: 3 clusters Score -2515248 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2515318.250000 Penalty: 4951.128418
	Iteration 19Q: 3 clusters Score -2515318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2515377.000000 Penalty: 4951.128418
	Iteration 20F: 3 clusters Score -2515377 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2515397.250000 Penalty: 4951.128418
	Iteration 21Q: 3 clusters Score -2515397 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2515429.250000 Penalty: 4951.128418
	Iteration 22Q: 3 clusters Score -2515429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2515465.500000 Penalty: 4951.128418
	Iteration 23Q: 3 clusters Score -2515466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2515482.250000 Penalty: 4951.128418
	Iteration 24Q: 3 clusters Score -2515482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2515506.750000 Penalty: 4951.128418
	Iteration 25Q: 3 clusters Score -2515507 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2515539.000000 Penalty: 4951.128418
	Iteration 26Q: 3 clusters Score -2515539 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2515564.250000 Penalty: 4951.128418
	Iteration 27Q: 3 clusters Score -2515564 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2515591.000000 Penalty: 4951.128418
	Iteration 28Q: 3 clusters Score -2515591 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2515613.250000 Penalty: 4951.128418
	Iteration 29Q: 3 clusters Score -2515613 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2515662.500000 Penalty: 4951.128418
	Iteration 30Q: 3 clusters Score -2515662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2515714.500000 Penalty: 4951.128418
	Iteration 31Q: 3 clusters Score -2515714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2515768.250000 Penalty: 4951.128418
	Iteration 32Q: 3 clusters Score -2515768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2515840.750000 Penalty: 4951.128418
	Iteration 33Q: 3 clusters Score -2515841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2515900.250000 Penalty: 4951.128418
	Iteration 34Q: 3 clusters Score -2515900 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2515994.500000 Penalty: 4951.128418
	Iteration 35Q: 3 clusters Score -2515994 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2516105.500000 Penalty: 4951.128418
	Iteration 36Q: 3 clusters Score -2516106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2516188.500000 Penalty: 4951.128418
	Iteration 37Q: 3 clusters Score -2516188 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2516234.750000 Penalty: 4951.128418
	Iteration 38Q: 3 clusters Score -2516235 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2516258.500000 Penalty: 4951.128418
	Iteration 39Q: 3 clusters Score -2516258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2516278.250000 Penalty: 4951.128418
	Iteration 40F: 3 clusters Score -2516278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2516290.000000 Penalty: 4951.128418
	Iteration 41Q: 3 clusters Score -2516290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2516290.500000 Penalty: 4951.128418
	Iteration 42Q: 3 clusters Score -2516290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2516291.500000 Penalty: 4951.128418
	Iteration 43Q: 3 clusters Score -2516292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2516296.250000 Penalty: 4951.128418
	Iteration 44Q: 3 clusters Score -2516296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2516295.500000 Penalty: 4951.128418
	Iteration 45Q: 3 clusters Score -2516296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2516300.000000 Penalty: 4951.128418
	Iteration 46Q: 3 clusters Score -2516300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2516300.000000 Penalty: 4951.128418
	Iteration 47Q: 3 clusters Score -2516300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2516303.000000 Penalty: 4951.128418
	Iteration 48Q: 3 clusters Score -2516303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2516301.250000 Penalty: 4951.128418
	Iteration 49Q: 3 clusters Score -2516301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2516301.500000 Penalty: 4951.128418
	Iteration 50Q: 3 clusters Score -2516302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2516304.750000 Penalty: 4951.128418
	Iteration 51Q: 3 clusters Score -2516305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2516306.000000 Penalty: 4951.128418
	Iteration 52Q: 3 clusters Score -2516306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2516306.500000 Penalty: 4951.128418
	Iteration 53Q: 3 clusters Score -2516306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2516306.000000 Penalty: 4951.128418
	Iteration 54Q: 3 clusters Score -2516306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2516305.750000 Penalty: 4951.128418
	Iteration 55Q: 3 clusters Score -2516306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2516310.250000 Penalty: 4951.128418
	Iteration 56Q: 3 clusters Score -2516310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2516313.250000 Penalty: 4951.128418
	Iteration 57Q: 3 clusters Score -2516313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2516311.500000 Penalty: 4951.128418
	Iteration 58Q: 3 clusters Score -2516312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2516306.500000 Penalty: 4951.128418
	Iteration 59Q: 3 clusters Score -2516306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2516304.500000 Penalty: 4951.128418
	Iteration 60F: 3 clusters Score -2516304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2516304.500000 Penalty: 4951.128418
	Iteration 61Q: 3 clusters Score -2516304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2516308.000000 Penalty: 4951.128418
	Iteration 62Q: 3 clusters Score -2516308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2516310.750000 Penalty: 4951.128418
	Iteration 63Q: 3 clusters Score -2516311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2516310.750000 Penalty: 4951.128418
	Iteration 64F: 3 clusters Score -2516311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Entering Unmasked Estep 
Score: -3027353.500000 Penalty: 2523.532715
	Iteration 0F: 2 clusters Score -3027354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3009291.250000 Penalty: 5047.065430
	Iteration 0F: 3 clusters Score -3009291 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3015948.500000 Penalty: 5047.065430
	Iteration 1F: 3 clusters Score -3015948 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3016496.250000 Penalty: 5047.065430
	Iteration 2F: 3 clusters Score -3016496 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3017108.250000 Penalty: 5047.065430
	Iteration 3Q: 3 clusters Score -3017108 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3017729.500000 Penalty: 5047.065430
	Iteration 4Q: 3 clusters Score -3017730 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3018483.000000 Penalty: 5047.065430
	Iteration 5Q: 3 clusters Score -3018483 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3019329.000000 Penalty: 5047.065430
	Iteration 6F: 3 clusters Score -3019329 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3020269.500000 Penalty: 5047.065430
	Iteration 7F: 3 clusters Score -3020270 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3021278.000000 Penalty: 5047.065430
	Iteration 8F: 3 clusters Score -3021278 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3022163.500000 Penalty: 5047.065430
	Iteration 9Q: 3 clusters Score -3022164 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3022679.000000 Penalty: 5047.065430
	Iteration 10Q: 3 clusters Score -3022679 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3022939.000000 Penalty: 5047.065430
	Iteration 11Q: 3 clusters Score -3022939 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3023083.000000 Penalty: 5047.065430
	Iteration 12Q: 3 clusters Score -3023083 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3023166.500000 Penalty: 5047.065430
	Iteration 13Q: 3 clusters Score -3023166 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3023240.000000 Penalty: 5047.065430
	Iteration 14Q: 3 clusters Score -3023240 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3023285.000000 Penalty: 5047.065430
	Iteration 15Q: 3 clusters Score -3023285 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3023345.750000 Penalty: 5047.065430
	Iteration 16Q: 3 clusters Score -3023346 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3023373.750000 Penalty: 5047.065430
	Iteration 17Q: 3 clusters Score -3023374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3023400.500000 Penalty: 5047.065430
	Iteration 18Q: 3 clusters Score -3023400 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3023424.500000 Penalty: 5047.065430
	Iteration 19Q: 3 clusters Score -3023424 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3023453.500000 Penalty: 5047.065430
	Iteration 20F: 3 clusters Score -3023454 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3023461.000000 Penalty: 5047.065430
	Iteration 21Q: 3 clusters Score -3023461 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3023487.500000 Penalty: 5047.065430
	Iteration 22Q: 3 clusters Score -3023488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3023515.750000 Penalty: 5047.065430
	Iteration 23Q: 3 clusters Score -3023516 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3023564.250000 Penalty: 5047.065430
	Iteration 24Q: 3 clusters Score -3023564 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3023602.250000 Penalty: 5047.065430
	Iteration 25Q: 3 clusters Score -3023602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3023622.000000 Penalty: 5047.065430
	Iteration 26Q: 3 clusters Score -3023622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3023657.000000 Penalty: 5047.065430
	Iteration 27Q: 3 clusters Score -3023657 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3023692.250000 Penalty: 5047.065430
	Iteration 28Q: 3 clusters Score -3023692 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3023728.500000 Penalty: 5047.065430
	Iteration 29Q: 3 clusters Score -3023728 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3023760.750000 Penalty: 5047.065430
	Iteration 30Q: 3 clusters Score -3023761 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3023785.500000 Penalty: 5047.065430
	Iteration 31Q: 3 clusters Score -3023786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3023812.250000 Penalty: 5047.065430
	Iteration 32Q: 3 clusters Score -3023812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3023835.500000 Penalty: 5047.065430
	Iteration 33Q: 3 clusters Score -3023836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3023873.500000 Penalty: 5047.065430
	Iteration 34Q: 3 clusters Score -3023874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3023908.750000 Penalty: 5047.065430
	Iteration 35Q: 3 clusters Score -3023909 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3023943.000000 Penalty: 5047.065430
	Iteration 36Q: 3 clusters Score -3023943 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3023976.000000 Penalty: 5047.065430
	Iteration 37Q: 3 clusters Score -3023976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3024001.500000 Penalty: 5047.065430
	Iteration 38Q: 3 clusters Score -3024002 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3024033.000000 Penalty: 5047.065430
	Iteration 39Q: 3 clusters Score -3024033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3024074.250000 Penalty: 5047.065430
	Iteration 40F: 3 clusters Score -3024074 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3024100.750000 Penalty: 5047.065430
	Iteration 41Q: 3 clusters Score -3024101 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3024140.750000 Penalty: 5047.065430
	Iteration 42Q: 3 clusters Score -3024141 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3024182.750000 Penalty: 5047.065430
	Iteration 43Q: 3 clusters Score -3024183 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3024210.250000 Penalty: 5047.065430
	Iteration 44Q: 3 clusters Score -3024210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3024251.500000 Penalty: 5047.065430
	Iteration 45Q: 3 clusters Score -3024252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3024293.000000 Penalty: 5047.065430
	Iteration 46Q: 3 clusters Score -3024293 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3024335.500000 Penalty: 5047.065430
	Iteration 47Q: 3 clusters Score -3024336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3024401.500000 Penalty: 5047.065430
	Iteration 48Q: 3 clusters Score -3024402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3024445.500000 Penalty: 5047.065430
	Iteration 49Q: 3 clusters Score -3024446 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3024490.750000 Penalty: 5047.065430
	Iteration 50Q: 3 clusters Score -3024491 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3024540.000000 Penalty: 5047.065430
	Iteration 51Q: 3 clusters Score -3024540 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3024598.750000 Penalty: 5047.065430
	Iteration 52Q: 3 clusters Score -3024599 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3024661.000000 Penalty: 5047.065430
	Iteration 53Q: 3 clusters Score -3024661 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3024716.250000 Penalty: 5047.065430
	Iteration 54Q: 3 clusters Score -3024716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3024739.250000 Penalty: 5047.065430
	Iteration 55Q: 3 clusters Score -3024739 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3024774.000000 Penalty: 5047.065430
	Iteration 56Q: 3 clusters Score -3024774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3024794.750000 Penalty: 5047.065430
	Iteration 57Q: 3 clusters Score -3024795 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3024816.750000 Penalty: 5047.065430
	Iteration 58Q: 3 clusters Score -3024817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3024839.000000 Penalty: 5047.065430
	Iteration 59Q: 3 clusters Score -3024839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3024849.250000 Penalty: 5047.065430
	Iteration 60F: 3 clusters Score -3024849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3024870.750000 Penalty: 5047.065430
	Iteration 61Q: 3 clusters Score -3024871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3024886.750000 Penalty: 5047.065430
	Iteration 62Q: 3 clusters Score -3024887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3024902.500000 Penalty: 5047.065430
	Iteration 63Q: 3 clusters Score -3024902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3024912.750000 Penalty: 5047.065430
	Iteration 64Q: 3 clusters Score -3024913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3024930.750000 Penalty: 5047.065430
	Iteration 65Q: 3 clusters Score -3024931 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3024955.500000 Penalty: 5047.065430
	Iteration 66Q: 3 clusters Score -3024956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3024961.000000 Penalty: 5047.065430
	Iteration 67Q: 3 clusters Score -3024961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3024974.750000 Penalty: 5047.065430
	Iteration 68Q: 3 clusters Score -3024975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3024979.750000 Penalty: 5047.065430
	Iteration 69Q: 3 clusters Score -3024980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3024985.750000 Penalty: 5047.065430
	Iteration 70Q: 3 clusters Score -3024986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3024994.500000 Penalty: 5047.065430
	Iteration 71Q: 3 clusters Score -3024994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3025018.500000 Penalty: 5047.065430
	Iteration 72Q: 3 clusters Score -3025018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3025022.000000 Penalty: 5047.065430
	Iteration 73Q: 3 clusters Score -3025022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3025027.500000 Penalty: 5047.065430
	Iteration 74Q: 3 clusters Score -3025028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3025045.250000 Penalty: 5047.065430
	Iteration 75Q: 3 clusters Score -3025045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3025044.500000 Penalty: 5047.065430
	Iteration 76Q: 3 clusters Score -3025044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3025053.500000 Penalty: 5047.065430
	Iteration 77Q: 3 clusters Score -3025054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3025063.750000 Penalty: 5047.065430
	Iteration 78Q: 3 clusters Score -3025064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3025065.750000 Penalty: 5047.065430
	Iteration 79Q: 3 clusters Score -3025066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3025068.000000 Penalty: 5047.065430
	Iteration 80F: 3 clusters Score -3025068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3025072.250000 Penalty: 5047.065430
	Iteration 81Q: 3 clusters Score -3025072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3025079.250000 Penalty: 5047.065430
	Iteration 82Q: 3 clusters Score -3025079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3025073.750000 Penalty: 5047.065430
	Iteration 83Q: 3 clusters Score -3025074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3025071.750000 Penalty: 5047.065430
	Iteration 84Q: 3 clusters Score -3025072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3025077.250000 Penalty: 5047.065430
	Iteration 85Q: 3 clusters Score -3025077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3025082.000000 Penalty: 5047.065430
	Iteration 86Q: 3 clusters Score -3025082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3025091.250000 Penalty: 5047.065430
	Iteration 87Q: 3 clusters Score -3025091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3025088.250000 Penalty: 5047.065430
	Iteration 88Q: 3 clusters Score -3025088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3025101.000000 Penalty: 5047.065430
	Iteration 89Q: 3 clusters Score -3025101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3025095.500000 Penalty: 5047.065430
	Iteration 90Q: 3 clusters Score -3025096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3025097.000000 Penalty: 5047.065430
	Iteration 91Q: 3 clusters Score -3025097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3025101.750000 Penalty: 5047.065430
	Iteration 92Q: 3 clusters Score -3025102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3025113.250000 Penalty: 5047.065430
	Iteration 93Q: 3 clusters Score -3025113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3025121.250000 Penalty: 5047.065430
	Iteration 94Q: 3 clusters Score -3025121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3025133.250000 Penalty: 5047.065430
	Iteration 95Q: 3 clusters Score -3025133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3025150.250000 Penalty: 5047.065430
	Iteration 96Q: 3 clusters Score -3025150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3025159.750000 Penalty: 5047.065430
	Iteration 97Q: 3 clusters Score -3025160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3025163.750000 Penalty: 5047.065430
	Iteration 98Q: 3 clusters Score -3025164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3025173.000000 Penalty: 5047.065430
	Iteration 99Q: 3 clusters Score -3025173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3025174.000000 Penalty: 5047.065430
	Iteration 100F: 3 clusters Score -3025174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3025180.000000 Penalty: 5047.065430
	Iteration 101Q: 3 clusters Score -3025180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3025185.000000 Penalty: 5047.065430
	Iteration 102Q: 3 clusters Score -3025185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3025199.500000 Penalty: 5047.065430
	Iteration 103Q: 3 clusters Score -3025200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3025205.750000 Penalty: 5047.065430
	Iteration 104Q: 3 clusters Score -3025206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3025210.250000 Penalty: 5047.065430
	Iteration 105Q: 3 clusters Score -3025210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3025222.000000 Penalty: 5047.065430
	Iteration 106Q: 3 clusters Score -3025222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3025231.000000 Penalty: 5047.065430
	Iteration 107Q: 3 clusters Score -3025231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3025249.250000 Penalty: 5047.065430
	Iteration 108Q: 3 clusters Score -3025249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3025251.250000 Penalty: 5047.065430
	Iteration 109Q: 3 clusters Score -3025251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3025251.250000 Penalty: 5047.065430
	Iteration 110Q: 3 clusters Score -3025251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3025249.000000 Penalty: 5047.065430
	Iteration 111Q: 3 clusters Score -3025249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3025251.500000 Penalty: 5047.065430
	Iteration 112Q: 3 clusters Score -3025252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3025260.250000 Penalty: 5047.065430
	Iteration 113Q: 3 clusters Score -3025260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3025260.250000 Penalty: 5047.065430
	Iteration 114Q: 3 clusters Score -3025260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3025262.000000 Penalty: 5047.065430
	Iteration 115Q: 3 clusters Score -3025262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3025266.750000 Penalty: 5047.065430
	Iteration 116Q: 3 clusters Score -3025267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3025269.000000 Penalty: 5047.065430
	Iteration 117Q: 3 clusters Score -3025269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3025275.250000 Penalty: 5047.065430
	Iteration 118Q: 3 clusters Score -3025275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3025270.500000 Penalty: 5047.065430
	Iteration 119Q: 3 clusters Score -3025270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3025274.000000 Penalty: 5047.065430
	Iteration 120F: 3 clusters Score -3025274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3025274.250000 Penalty: 5047.065430
	Iteration 121Q: 3 clusters Score -3025274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3025274.500000 Penalty: 5047.065430
	Iteration 122Q: 3 clusters Score -3025274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3025279.750000 Penalty: 5047.065430
	Iteration 123Q: 3 clusters Score -3025280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3025286.000000 Penalty: 5047.065430
	Iteration 124Q: 3 clusters Score -3025286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3025282.000000 Penalty: 5047.065430
	Iteration 125Q: 3 clusters Score -3025282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3025278.250000 Penalty: 5047.065430
	Iteration 126Q: 3 clusters Score -3025278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3025280.000000 Penalty: 5047.065430
	Iteration 127Q: 3 clusters Score -3025280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3025284.750000 Penalty: 5047.065430
	Iteration 128Q: 3 clusters Score -3025285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3025285.000000 Penalty: 5047.065430
	Iteration 129Q: 3 clusters Score -3025285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3025284.750000 Penalty: 5047.065430
	Iteration 130Q: 3 clusters Score -3025285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3025284.750000 Penalty: 5047.065430
	Iteration 131Q: 3 clusters Score -3025285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3025286.750000 Penalty: 5047.065430
	Iteration 132Q: 3 clusters Score -3025287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3025288.250000 Penalty: 5047.065430
	Iteration 133Q: 3 clusters Score -3025288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3025287.000000 Penalty: 5047.065430
	Iteration 134Q: 3 clusters Score -3025287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3025283.000000 Penalty: 5047.065430
	Iteration 135Q: 3 clusters Score -3025283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3025285.750000 Penalty: 5047.065430
	Iteration 136Q: 3 clusters Score -3025286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3025293.750000 Penalty: 5047.065430
	Iteration 137Q: 3 clusters Score -3025294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3025293.250000 Penalty: 5047.065430
	Iteration 138Q: 3 clusters Score -3025293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3025300.250000 Penalty: 5047.065430
	Iteration 139Q: 3 clusters Score -3025300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3025297.250000 Penalty: 5047.065430
	Iteration 140F: 3 clusters Score -3025297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3025299.500000 Penalty: 5047.065430
	Iteration 141Q: 3 clusters Score -3025300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3025299.750000 Penalty: 5047.065430
	Iteration 142Q: 3 clusters Score -3025300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3025301.750000 Penalty: 5047.065430
	Iteration 143Q: 3 clusters Score -3025302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3025305.000000 Penalty: 5047.065430
	Iteration 144Q: 3 clusters Score -3025305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3025304.500000 Penalty: 5047.065430
	Iteration 145Q: 3 clusters Score -3025304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3025304.500000 Penalty: 5047.065430
	Iteration 146F: 3 clusters Score -3025304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -272013.843750 Penalty: 1953.029541
	Iteration 0F: 2 clusters Score -272013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -269062.781250 Penalty: 3906.059082
	Iteration 0F: 3 clusters Score -269062.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -270779.875000 Penalty: 3906.059082
	Iteration 1F: 3 clusters Score -270779.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -272892.375000 Penalty: 3906.059082
	Iteration 2F: 3 clusters Score -272892.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -273982.187500 Penalty: 3906.059082
	Iteration 3F: 3 clusters Score -273982.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -275045.687500 Penalty: 3906.059082
	Iteration 4F: 3 clusters Score -275045.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -275277.343750 Penalty: 3906.059082
	Iteration 5Q: 3 clusters Score -275277.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -275363.343750 Penalty: 3906.059082
	Iteration 6Q: 3 clusters Score -275363.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -275402.031250 Penalty: 3906.059082
	Iteration 7Q: 3 clusters Score -275402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -275420.437500 Penalty: 3906.059082
	Iteration 8Q: 3 clusters Score -275420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -275432.031250 Penalty: 3906.059082
	Iteration 9Q: 3 clusters Score -275432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -275443.781250 Penalty: 3906.059082
	Iteration 10Q: 3 clusters Score -275443.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -275463.093750 Penalty: 3906.059082
	Iteration 11Q: 3 clusters Score -275463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -275477.906250 Penalty: 3906.059082
	Iteration 12Q: 3 clusters Score -275477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -275489.687500 Penalty: 3906.059082
	Iteration 13Q: 3 clusters Score -275489.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -275500.625000 Penalty: 3906.059082
	Iteration 14Q: 3 clusters Score -275500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -275513.000000 Penalty: 3906.059082
	Iteration 15Q: 3 clusters Score -275513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -275518.500000 Penalty: 3906.059082
	Iteration 16Q: 3 clusters Score -275518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -275523.093750 Penalty: 3906.059082
	Iteration 17Q: 3 clusters Score -275523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -275528.812500 Penalty: 3906.059082
	Iteration 18Q: 3 clusters Score -275528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -275537.812500 Penalty: 3906.059082
	Iteration 19Q: 3 clusters Score -275537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -275548.218750 Penalty: 3906.059082
	Iteration 20F: 3 clusters Score -275548.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -275561.343750 Penalty: 3906.059082
	Iteration 21Q: 3 clusters Score -275561.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -275582.187500 Penalty: 3906.059082
	Iteration 22Q: 3 clusters Score -275582.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -275598.500000 Penalty: 3906.059082
	Iteration 23Q: 3 clusters Score -275598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -275603.437500 Penalty: 3906.059082
	Iteration 24Q: 3 clusters Score -275603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -275604.343750 Penalty: 3906.059082
	Iteration 25Q: 3 clusters Score -275604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -275604.343750 Penalty: 3906.059082
	Iteration 26F: 3 clusters Score -275604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 173315 members 
Mstep: Class 4 contains 151938 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 181469 members 
Mstep: Class 9 contains 120202 members 
Mstep: Class 10 contains 114768 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 79673 members 
Mstep: Class 13 contains 30104 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 27664 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 232441 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 24294 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 26253 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 106263 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 10006 members 
Mstep: Class 30 contains 8795 members 
Mstep: Class 31 contains 27207 members 
Mstep: Class 32 contains 353 members 
Entering Unmasked Estep 
Score: -205535344.000000 Penalty: 114238.593750
Splitting cluster 25 changes total score from -205533680.000000 to -205535344.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (3866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Entering Unmasked Estep 
Score: -429565.031250 Penalty: 2048.473877
	Iteration 0F: 2 clusters Score -429565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -425838.000000 Penalty: 4096.947754
	Iteration 0F: 3 clusters Score -425838 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -426687.500000 Penalty: 4096.947754
	Iteration 1F: 3 clusters Score -426687.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -426969.031250 Penalty: 4096.947754
	Iteration 2F: 3 clusters Score -426969 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -427240.250000 Penalty: 4096.947754
	Iteration 3F: 3 clusters Score -427240.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -427497.281250 Penalty: 4096.947754
	Iteration 4F: 3 clusters Score -427497.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -427730.937500 Penalty: 4096.947754
	Iteration 5F: 3 clusters Score -427730.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -427958.812500 Penalty: 4096.947754
	Iteration 6F: 3 clusters Score -427958.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -428152.250000 Penalty: 4096.947754
	Iteration 7Q: 3 clusters Score -428152.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -428291.281250 Penalty: 4096.947754
	Iteration 8Q: 3 clusters Score -428291.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -428385.312500 Penalty: 4096.947754
	Iteration 9Q: 3 clusters Score -428385.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -428454.156250 Penalty: 4096.947754
	Iteration 10Q: 3 clusters Score -428454.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -428491.500000 Penalty: 4096.947754
	Iteration 11Q: 3 clusters Score -428491.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -428520.031250 Penalty: 4096.947754
	Iteration 12Q: 3 clusters Score -428520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -428542.406250 Penalty: 4096.947754
	Iteration 13Q: 3 clusters Score -428542.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -428556.250000 Penalty: 4096.947754
	Iteration 14Q: 3 clusters Score -428556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -428562.375000 Penalty: 4096.947754
	Iteration 15Q: 3 clusters Score -428562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -428568.906250 Penalty: 4096.947754
	Iteration 16Q: 3 clusters Score -428568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -428569.500000 Penalty: 4096.947754
	Iteration 17Q: 3 clusters Score -428569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -428572.125000 Penalty: 4096.947754
	Iteration 18Q: 3 clusters Score -428572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -428573.093750 Penalty: 4096.947754
	Iteration 19Q: 3 clusters Score -428573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -428574.187500 Penalty: 4096.947754
	Iteration 20F: 3 clusters Score -428574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -428574.468750 Penalty: 4096.947754
	Iteration 21Q: 3 clusters Score -428574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -428574.468750 Penalty: 4096.947754
	Iteration 22F: 3 clusters Score -428574.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (106263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Entering Unmasked Estep 
Score: -12588424.000000 Penalty: 2870.270752
	Iteration 0F: 2 clusters Score -1.258842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -12517375.000000 Penalty: 5740.541504
	Iteration 0F: 3 clusters Score -1.251738e+07 nChanged 50561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -12548487.000000 Penalty: 5740.541504
	Iteration 1F: 3 clusters Score -1.254849e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -12554527.000000 Penalty: 5740.541504
	Iteration 2F: 3 clusters Score -1.255453e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -12563193.000000 Penalty: 5740.541504
	Iteration 3F: 3 clusters Score -1.256319e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -12570442.000000 Penalty: 5740.541504
	Iteration 4F: 3 clusters Score -1.257044e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -12576236.000000 Penalty: 5740.541504
	Iteration 5F: 3 clusters Score -1.257624e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -12581023.000000 Penalty: 5740.541504
	Iteration 6F: 3 clusters Score -1.258102e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -12584895.000000 Penalty: 5740.541504
	Iteration 7F: 3 clusters Score -1.25849e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
Score: -12588548.000000 Penalty: 5740.541504
	Iteration 8Q: 3 clusters Score -1.258855e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -12591946.000000 Penalty: 5740.541504
	Iteration 9Q: 3 clusters Score -1.259195e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -12594884.000000 Penalty: 5740.541504
	Iteration 10Q: 3 clusters Score -1.259488e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -12597274.000000 Penalty: 5740.541504
	Iteration 11Q: 3 clusters Score -1.259727e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -12599606.000000 Penalty: 5740.541504
	Iteration 12Q: 3 clusters Score -1.259961e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -12600773.000000 Penalty: 5740.541504
	Iteration 13Q: 3 clusters Score -1.260077e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -12600941.000000 Penalty: 5740.541504
	Iteration 14Q: 3 clusters Score -1.260094e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -12601007.000000 Penalty: 5740.541504
	Iteration 15Q: 3 clusters Score -1.260101e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -12601029.000000 Penalty: 5740.541504
	Iteration 16Q: 3 clusters Score -1.260103e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -12601032.000000 Penalty: 5740.541504
	Iteration 17Q: 3 clusters Score -1.260103e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -12601043.000000 Penalty: 5740.541504
	Iteration 18Q: 3 clusters Score -1.260104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -12601051.000000 Penalty: 5740.541504
	Iteration 19Q: 3 clusters Score -1.260105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -12601067.000000 Penalty: 5740.541504
	Iteration 20F: 3 clusters Score -1.260107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -12601058.000000 Penalty: 5740.541504
	Iteration 21Q: 3 clusters Score -1.260106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -12601061.000000 Penalty: 5740.541504
	Iteration 22Q: 3 clusters Score -1.260106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -12601061.000000 Penalty: 5740.541504
	Iteration 23Q: 3 clusters Score -1.260106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
Score: -12601052.000000 Penalty: 5740.541504
	Iteration 24Q: 3 clusters Score -1.260105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -12601056.000000 Penalty: 5740.541504
	Iteration 25Q: 3 clusters Score -1.260106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -12601059.000000 Penalty: 5740.541504
	Iteration 26Q: 3 clusters Score -1.260106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -12601059.000000 Penalty: 5740.541504
	Iteration 27Q: 3 clusters Score -1.260106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 98632 members 
Entering Unmasked Estep 
Score: -12601060.000000 Penalty: 5740.541504
	Iteration 28Q: 3 clusters Score -1.260106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -12601066.000000 Penalty: 5740.541504
	Iteration 29Q: 3 clusters Score -1.260107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -12601063.000000 Penalty: 5740.541504
	Iteration 30Q: 3 clusters Score -1.260106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -12601067.000000 Penalty: 5740.541504
	Iteration 31Q: 3 clusters Score -1.260107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -12601083.000000 Penalty: 5740.541504
	Iteration 32Q: 3 clusters Score -1.260108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -12601072.000000 Penalty: 5740.541504
	Iteration 33Q: 3 clusters Score -1.260107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -12601074.000000 Penalty: 5740.541504
	Iteration 34Q: 3 clusters Score -1.260107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -12601071.000000 Penalty: 5740.541504
	Iteration 35Q: 3 clusters Score -1.260107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -12601075.000000 Penalty: 5740.541504
	Iteration 36Q: 3 clusters Score -1.260108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -12601079.000000 Penalty: 5740.541504
	Iteration 37Q: 3 clusters Score -1.260108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -12601081.000000 Penalty: 5740.541504
	Iteration 38Q: 3 clusters Score -1.260108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -12601080.000000 Penalty: 5740.541504
	Iteration 39Q: 3 clusters Score -1.260108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -12601080.000000 Penalty: 5740.541504
	Iteration 40F: 3 clusters Score -1.260108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 173315 members 
Mstep: Class 4 contains 151938 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 181469 members 
Mstep: Class 9 contains 120202 members 
Mstep: Class 10 contains 114768 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 79673 members 
Mstep: Class 13 contains 30104 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 27664 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 232441 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 24294 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 26253 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 7599 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 10006 members 
Mstep: Class 30 contains 8795 members 
Mstep: Class 31 contains 27207 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 98664 members 
Entering Unmasked Estep 
Score: -205549536.000000 Penalty: 117808.554688
Splitting cluster 27 changes total score from -205533680.000000 to -205549536.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (5152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Entering Unmasked Estep 
Score: -547948.250000 Penalty: 2119.690674
	Iteration 0F: 2 clusters Score -547948.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -543376.562500 Penalty: 4239.381348
	Iteration 0F: 3 clusters Score -543376.6 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -544816.687500 Penalty: 4239.381348
	Iteration 1F: 3 clusters Score -544816.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -545323.812500 Penalty: 4239.381348
	Iteration 2F: 3 clusters Score -545323.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -545767.437500 Penalty: 4239.381348
	Iteration 3F: 3 clusters Score -545767.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -546230.562500 Penalty: 4239.381348
	Iteration 4F: 3 clusters Score -546230.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -546725.062500 Penalty: 4239.381348
	Iteration 5F: 3 clusters Score -546725.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -547069.500000 Penalty: 4239.381348
	Iteration 6F: 3 clusters Score -547069.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -547270.250000 Penalty: 4239.381348
	Iteration 7Q: 3 clusters Score -547270.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -547373.562500 Penalty: 4239.381348
	Iteration 8Q: 3 clusters Score -547373.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -547449.562500 Penalty: 4239.381348
	Iteration 9Q: 3 clusters Score -547449.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -547515.937500 Penalty: 4239.381348
	Iteration 10Q: 3 clusters Score -547515.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -547555.812500 Penalty: 4239.381348
	Iteration 11Q: 3 clusters Score -547555.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -547581.687500 Penalty: 4239.381348
	Iteration 12Q: 3 clusters Score -547581.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -547600.437500 Penalty: 4239.381348
	Iteration 13Q: 3 clusters Score -547600.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -547617.500000 Penalty: 4239.381348
	Iteration 14Q: 3 clusters Score -547617.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -547635.500000 Penalty: 4239.381348
	Iteration 15Q: 3 clusters Score -547635.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -547655.687500 Penalty: 4239.381348
	Iteration 16Q: 3 clusters Score -547655.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -547665.625000 Penalty: 4239.381348
	Iteration 17Q: 3 clusters Score -547665.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -547673.250000 Penalty: 4239.381348
	Iteration 18Q: 3 clusters Score -547673.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -547677.562500 Penalty: 4239.381348
	Iteration 19Q: 3 clusters Score -547677.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -547682.812500 Penalty: 4239.381348
	Iteration 20F: 3 clusters Score -547682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -547683.937500 Penalty: 4239.381348
	Iteration 21Q: 3 clusters Score -547683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -547684.500000 Penalty: 4239.381348
	Iteration 22Q: 3 clusters Score -547684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -547684.125000 Penalty: 4239.381348
	Iteration 23Q: 3 clusters Score -547684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -547686.062500 Penalty: 4239.381348
	Iteration 24Q: 3 clusters Score -547686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -547686.562500 Penalty: 4239.381348
	Iteration 25Q: 3 clusters Score -547686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -547686.250000 Penalty: 4239.381348
	Iteration 26Q: 3 clusters Score -547686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -547687.000000 Penalty: 4239.381348
	Iteration 27Q: 3 clusters Score -547687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -547687.000000 Penalty: 4239.381348
	Iteration 28F: 3 clusters Score -547687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1148164.500000 Penalty: 2284.313232
	Iteration 0F: 2 clusters Score -1148164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1140471.875000 Penalty: 4568.626465
	Iteration 0F: 3 clusters Score -1140472 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1142852.875000 Penalty: 4568.626465
	Iteration 1F: 3 clusters Score -1142853 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1143299.250000 Penalty: 4568.626465
	Iteration 2F: 3 clusters Score -1143299 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1143726.875000 Penalty: 4568.626465
	Iteration 3F: 3 clusters Score -1143727 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1144176.625000 Penalty: 4568.626465
	Iteration 4F: 3 clusters Score -1144177 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1144597.625000 Penalty: 4568.626465
	Iteration 5F: 3 clusters Score -1144598 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1145027.125000 Penalty: 4568.626465
	Iteration 6F: 3 clusters Score -1145027 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1145389.750000 Penalty: 4568.626465
	Iteration 7Q: 3 clusters Score -1145390 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1145694.000000 Penalty: 4568.626465
	Iteration 8Q: 3 clusters Score -1145694 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1145928.625000 Penalty: 4568.626465
	Iteration 9Q: 3 clusters Score -1145929 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1146086.500000 Penalty: 4568.626465
	Iteration 10Q: 3 clusters Score -1146086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1146197.750000 Penalty: 4568.626465
	Iteration 11Q: 3 clusters Score -1146198 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1146287.125000 Penalty: 4568.626465
	Iteration 12Q: 3 clusters Score -1146287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1146353.875000 Penalty: 4568.626465
	Iteration 13Q: 3 clusters Score -1146354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1146408.500000 Penalty: 4568.626465
	Iteration 14Q: 3 clusters Score -1146408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1146451.375000 Penalty: 4568.626465
	Iteration 15Q: 3 clusters Score -1146451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1146484.125000 Penalty: 4568.626465
	Iteration 16Q: 3 clusters Score -1146484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1146503.000000 Penalty: 4568.626465
	Iteration 17Q: 3 clusters Score -1146503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1146519.750000 Penalty: 4568.626465
	Iteration 18Q: 3 clusters Score -1146520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1146536.125000 Penalty: 4568.626465
	Iteration 19Q: 3 clusters Score -1146536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1146544.000000 Penalty: 4568.626465
	Iteration 20F: 3 clusters Score -1146544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1146552.000000 Penalty: 4568.626465
	Iteration 21Q: 3 clusters Score -1146552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1146555.500000 Penalty: 4568.626465
	Iteration 22Q: 3 clusters Score -1146556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1146562.000000 Penalty: 4568.626465
	Iteration 23Q: 3 clusters Score -1146562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1146561.875000 Penalty: 4568.626465
	Iteration 24Q: 3 clusters Score -1146562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1146563.125000 Penalty: 4568.626465
	Iteration 25Q: 3 clusters Score -1146563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1146567.125000 Penalty: 4568.626465
	Iteration 26Q: 3 clusters Score -1146567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1146567.125000 Penalty: 4568.626465
	Iteration 27Q: 3 clusters Score -1146567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1146567.625000 Penalty: 4568.626465
	Iteration 28Q: 3 clusters Score -1146568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1146567.625000 Penalty: 4568.626465
	Iteration 29F: 3 clusters Score -1146568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -973209.187500 Penalty: 2252.320801
	Iteration 0F: 2 clusters Score -973209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -966264.562500 Penalty: 4504.641602
	Iteration 0F: 3 clusters Score -966264.6 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -968342.750000 Penalty: 4504.641602
	Iteration 1F: 3 clusters Score -968342.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -968712.937500 Penalty: 4504.641602
	Iteration 2F: 3 clusters Score -968712.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -968997.437500 Penalty: 4504.641602
	Iteration 3F: 3 clusters Score -968997.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -969238.562500 Penalty: 4504.641602
	Iteration 4Q: 3 clusters Score -969238.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -969473.562500 Penalty: 4504.641602
	Iteration 5Q: 3 clusters Score -969473.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -969699.687500 Penalty: 4504.641602
	Iteration 6Q: 3 clusters Score -969699.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -969964.500000 Penalty: 4504.641602
	Iteration 7Q: 3 clusters Score -969964.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -970240.187500 Penalty: 4504.641602
	Iteration 8Q: 3 clusters Score -970240.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -970462.437500 Penalty: 4504.641602
	Iteration 9Q: 3 clusters Score -970462.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -970663.875000 Penalty: 4504.641602
	Iteration 10Q: 3 clusters Score -970663.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -970817.562500 Penalty: 4504.641602
	Iteration 11Q: 3 clusters Score -970817.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -970962.000000 Penalty: 4504.641602
	Iteration 12Q: 3 clusters Score -970962 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -971080.375000 Penalty: 4504.641602
	Iteration 13Q: 3 clusters Score -971080.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -971178.187500 Penalty: 4504.641602
	Iteration 14Q: 3 clusters Score -971178.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -971263.062500 Penalty: 4504.641602
	Iteration 15Q: 3 clusters Score -971263.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -971335.000000 Penalty: 4504.641602
	Iteration 16Q: 3 clusters Score -971335 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -971398.000000 Penalty: 4504.641602
	Iteration 17Q: 3 clusters Score -971398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -971466.125000 Penalty: 4504.641602
	Iteration 18Q: 3 clusters Score -971466.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -971527.500000 Penalty: 4504.641602
	Iteration 19Q: 3 clusters Score -971527.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -971575.250000 Penalty: 4504.641602
	Iteration 20F: 3 clusters Score -971575.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -971611.625000 Penalty: 4504.641602
	Iteration 21Q: 3 clusters Score -971611.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -971627.000000 Penalty: 4504.641602
	Iteration 22Q: 3 clusters Score -971627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -971644.937500 Penalty: 4504.641602
	Iteration 23Q: 3 clusters Score -971644.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -971662.562500 Penalty: 4504.641602
	Iteration 24Q: 3 clusters Score -971662.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -971668.812500 Penalty: 4504.641602
	Iteration 25Q: 3 clusters Score -971668.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -971678.125000 Penalty: 4504.641602
	Iteration 26Q: 3 clusters Score -971678.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -971681.500000 Penalty: 4504.641602
	Iteration 27Q: 3 clusters Score -971681.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -971686.562500 Penalty: 4504.641602
	Iteration 28Q: 3 clusters Score -971686.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -971688.625000 Penalty: 4504.641602
	Iteration 29Q: 3 clusters Score -971688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -971690.312500 Penalty: 4504.641602
	Iteration 30Q: 3 clusters Score -971690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -971696.375000 Penalty: 4504.641602
	Iteration 31Q: 3 clusters Score -971696.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -971696.812500 Penalty: 4504.641602
	Iteration 32Q: 3 clusters Score -971696.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -971699.562500 Penalty: 4504.641602
	Iteration 33Q: 3 clusters Score -971699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -971703.625000 Penalty: 4504.641602
	Iteration 34Q: 3 clusters Score -971703.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -971702.750000 Penalty: 4504.641602
	Iteration 35Q: 3 clusters Score -971702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -971706.187500 Penalty: 4504.641602
	Iteration 36Q: 3 clusters Score -971706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -971708.437500 Penalty: 4504.641602
	Iteration 37Q: 3 clusters Score -971708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -971706.375000 Penalty: 4504.641602
	Iteration 38Q: 3 clusters Score -971706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -971706.875000 Penalty: 4504.641602
	Iteration 39Q: 3 clusters Score -971706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -971705.750000 Penalty: 4504.641602
	Iteration 40F: 3 clusters Score -971705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -971708.312500 Penalty: 4504.641602
	Iteration 41Q: 3 clusters Score -971708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -971708.500000 Penalty: 4504.641602
	Iteration 42Q: 3 clusters Score -971708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -971708.500000 Penalty: 4504.641602
	Iteration 43Q: 3 clusters Score -971708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -971709.875000 Penalty: 4504.641602
	Iteration 44Q: 3 clusters Score -971709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -971709.562500 Penalty: 4504.641602
	Iteration 45Q: 3 clusters Score -971709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -971711.125000 Penalty: 4504.641602
	Iteration 46Q: 3 clusters Score -971711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -971710.937500 Penalty: 4504.641602
	Iteration 47Q: 3 clusters Score -971710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -971710.312500 Penalty: 4504.641602
	Iteration 48Q: 3 clusters Score -971710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -971709.375000 Penalty: 4504.641602
	Iteration 49Q: 3 clusters Score -971709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -971709.375000 Penalty: 4504.641602
	Iteration 50F: 3 clusters Score -971709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Entering Unmasked Estep 
Score: -3023308.250000 Penalty: 2532.384766
	Iteration 0F: 2 clusters Score -3023308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3004605.250000 Penalty: 5064.769531
	Iteration 0F: 3 clusters Score -3004605 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3011470.750000 Penalty: 5064.769531
	Iteration 1F: 3 clusters Score -3011471 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3012147.750000 Penalty: 5064.769531
	Iteration 2F: 3 clusters Score -3012148 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3012861.750000 Penalty: 5064.769531
	Iteration 3F: 3 clusters Score -3012862 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3013566.750000 Penalty: 5064.769531
	Iteration 4F: 3 clusters Score -3013567 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3014282.000000 Penalty: 5064.769531
	Iteration 5F: 3 clusters Score -3014282 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3015040.000000 Penalty: 5064.769531
	Iteration 6F: 3 clusters Score -3015040 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3015906.500000 Penalty: 5064.769531
	Iteration 7F: 3 clusters Score -3015906 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3016857.250000 Penalty: 5064.769531
	Iteration 8F: 3 clusters Score -3016857 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3017811.000000 Penalty: 5064.769531
	Iteration 9F: 3 clusters Score -3017811 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3018828.500000 Penalty: 5064.769531
	Iteration 10F: 3 clusters Score -3018828 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3019889.250000 Penalty: 5064.769531
	Iteration 11Q: 3 clusters Score -3019889 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3020901.750000 Penalty: 5064.769531
	Iteration 12Q: 3 clusters Score -3020902 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3021871.500000 Penalty: 5064.769531
	Iteration 13Q: 3 clusters Score -3021872 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3022636.500000 Penalty: 5064.769531
	Iteration 14Q: 3 clusters Score -3022636 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3023097.750000 Penalty: 5064.769531
	Iteration 15Q: 3 clusters Score -3023098 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3023349.750000 Penalty: 5064.769531
	Iteration 16Q: 3 clusters Score -3023350 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3023488.250000 Penalty: 5064.769531
	Iteration 17Q: 3 clusters Score -3023488 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3023585.000000 Penalty: 5064.769531
	Iteration 18Q: 3 clusters Score -3023585 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3023632.000000 Penalty: 5064.769531
	Iteration 19Q: 3 clusters Score -3023632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3023643.500000 Penalty: 5064.769531
	Iteration 20F: 3 clusters Score -3023644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3023672.500000 Penalty: 5064.769531
	Iteration 21Q: 3 clusters Score -3023672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3023685.000000 Penalty: 5064.769531
	Iteration 22Q: 3 clusters Score -3023685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3023686.500000 Penalty: 5064.769531
	Iteration 23Q: 3 clusters Score -3023686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3023689.500000 Penalty: 5064.769531
	Iteration 24Q: 3 clusters Score -3023690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3023686.250000 Penalty: 5064.769531
	Iteration 25Q: 3 clusters Score -3023686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3023693.250000 Penalty: 5064.769531
	Iteration 26Q: 3 clusters Score -3023693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3023694.500000 Penalty: 5064.769531
	Iteration 27Q: 3 clusters Score -3023694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3023697.000000 Penalty: 5064.769531
	Iteration 28Q: 3 clusters Score -3023697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3023694.500000 Penalty: 5064.769531
	Iteration 29Q: 3 clusters Score -3023694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3023698.000000 Penalty: 5064.769531
	Iteration 30Q: 3 clusters Score -3023698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3023698.250000 Penalty: 5064.769531
	Iteration 31Q: 3 clusters Score -3023698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3023703.750000 Penalty: 5064.769531
	Iteration 32Q: 3 clusters Score -3023704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3023702.000000 Penalty: 5064.769531
	Iteration 33Q: 3 clusters Score -3023702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3023702.750000 Penalty: 5064.769531
	Iteration 34Q: 3 clusters Score -3023703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3023700.500000 Penalty: 5064.769531
	Iteration 35Q: 3 clusters Score -3023700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3023706.000000 Penalty: 5064.769531
	Iteration 36Q: 3 clusters Score -3023706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3023707.250000 Penalty: 5064.769531
	Iteration 37Q: 3 clusters Score -3023707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3023711.250000 Penalty: 5064.769531
	Iteration 38Q: 3 clusters Score -3023711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3023710.250000 Penalty: 5064.769531
	Iteration 39Q: 3 clusters Score -3023710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3023711.000000 Penalty: 5064.769531
	Iteration 40F: 3 clusters Score -3023711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3023713.250000 Penalty: 5064.769531
	Iteration 41Q: 3 clusters Score -3023713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3023713.250000 Penalty: 5064.769531
	Iteration 42Q: 3 clusters Score -3023713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3023713.250000 Penalty: 5064.769531
	Iteration 43F: 3 clusters Score -3023713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 173315 members 
Mstep: Class 4 contains 151938 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 181469 members 
Mstep: Class 9 contains 120202 members 
Mstep: Class 10 contains 114768 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 79673 members 
Mstep: Class 13 contains 30104 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 27664 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 232441 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 24294 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 26253 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 7599 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 10006 members 
Mstep: Class 30 contains 8795 members 
Mstep: Class 31 contains 4373 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 98664 members 
Mstep: Class 34 contains 22834 members 
Entering Unmasked Estep 
Score: -205548480.000000 Penalty: 121378.507812
Splitting cluster 31 changes total score from -205533680.000000 to -205548480.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 21319 members 
Mstep: Class 3 contains 173315 members 
Mstep: Class 4 contains 151938 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 181469 members 
Mstep: Class 9 contains 120202 members 
Mstep: Class 10 contains 114768 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 79673 members 
Mstep: Class 13 contains 30104 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 27664 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 232441 members 
Mstep: Class 20 contains 9735 members 
Mstep: Class 21 contains 24294 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 26253 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 7599 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 10006 members 
Mstep: Class 30 contains 8795 members 
Mstep: Class 31 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205552992.000000 Penalty: 121378.507812
Iteration 79Q: 35 clusters Score -2.05553e+08 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 173505 members 
Mstep: Class 4 contains 152182 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 48966 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 180775 members 
Mstep: Class 9 contains 120315 members 
Mstep: Class 10 contains 115095 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 80015 members 
Mstep: Class 13 contains 30127 members 
Mstep: Class 14 contains 49117 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 4057 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 78395 members 
Mstep: Class 19 contains 233466 members 
Mstep: Class 20 contains 9796 members 
Mstep: Class 21 contains 24332 members 
Mstep: Class 22 contains 26429 members 
Mstep: Class 23 contains 21688 members 
Mstep: Class 24 contains 26326 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 5175 members 
Mstep: Class 29 contains 10045 members 
Mstep: Class 30 contains 8888 members 
Mstep: Class 31 contains 5315 members 
Mstep: Class 32 contains 351 members 
Mstep: Class 33 contains 95150 members 
Mstep: Class 34 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205555968.000000 Penalty: 121378.507812
Iteration 80F: 35 clusters Score -2.05556e+08 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175910 members 
Mstep: Class 2 contains 21375 members 
Mstep: Class 3 contains 173528 members 
Mstep: Class 4 contains 152133 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 48921 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 179667 members 
Mstep: Class 9 contains 120271 members 
Mstep: Class 10 contains 114243 members 
Mstep: Class 11 contains 9177 members 
Mstep: Class 12 contains 79913 members 
Mstep: Class 13 contains 30023 members 
Mstep: Class 14 contains 49390 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 4037 members 
Mstep: Class 17 contains 29752 members 
Mstep: Class 18 contains 78583 members 
Mstep: Class 19 contains 233512 members 
Mstep: Class 20 contains 9828 members 
Mstep: Class 21 contains 24202 members 
Mstep: Class 22 contains 26223 members 
Mstep: Class 23 contains 21618 members 
Mstep: Class 24 contains 26220 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 10053 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 5932 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 95732 members 
Mstep: Class 34 contains 21436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205557776.000000 Penalty: 121378.507812
Iteration 81Q: 35 clusters Score -2.055578e+08 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 21390 members 
Mstep: Class 3 contains 173526 members 
Mstep: Class 4 contains 152088 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 48899 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 178741 members 
Mstep: Class 9 contains 120193 members 
Mstep: Class 10 contains 113453 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 79898 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 49623 members 
Mstep: Class 15 contains 6927 members 
Mstep: Class 16 contains 4036 members 
Mstep: Class 17 contains 30791 members 
Mstep: Class 18 contains 78745 members 
Mstep: Class 19 contains 233516 members 
Mstep: Class 20 contains 9868 members 
Mstep: Class 21 contains 24122 members 
Mstep: Class 22 contains 26105 members 
Mstep: Class 23 contains 21586 members 
Mstep: Class 24 contains 26143 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 3893 members 
Mstep: Class 27 contains 7480 members 
Mstep: Class 28 contains 4867 members 
Mstep: Class 29 contains 10075 members 
Mstep: Class 30 contains 9076 members 
Mstep: Class 31 contains 6422 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 96156 members 
Mstep: Class 34 contains 21346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205559472.000000 Penalty: 121378.507812
Iteration 82Q: 35 clusters Score -2.055595e+08 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 173491 members 
Mstep: Class 4 contains 151955 members 
Mstep: Class 5 contains 7945 members 
Mstep: Class 6 contains 48900 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 177835 members 
Mstep: Class 9 contains 120123 members 
Mstep: Class 10 contains 112695 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 79906 members 
Mstep: Class 13 contains 29960 members 
Mstep: Class 14 contains 49813 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 4031 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 78901 members 
Mstep: Class 19 contains 233476 members 
Mstep: Class 20 contains 9903 members 
Mstep: Class 21 contains 24054 members 
Mstep: Class 22 contains 26031 members 
Mstep: Class 23 contains 21548 members 
Mstep: Class 24 contains 26089 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 3898 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 4768 members 
Mstep: Class 29 contains 10086 members 
Mstep: Class 30 contains 9179 members 
Mstep: Class 31 contains 6834 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 96570 members 
Mstep: Class 34 contains 21178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205561296.000000 Penalty: 121378.507812
Iteration 83Q: 35 clusters Score -2.055613e+08 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175786 members 
Mstep: Class 2 contains 21427 members 
Mstep: Class 3 contains 173442 members 
Mstep: Class 4 contains 151896 members 
Mstep: Class 5 contains 7936 members 
Mstep: Class 6 contains 48887 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 176939 members 
Mstep: Class 9 contains 120044 members 
Mstep: Class 10 contains 112016 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 79936 members 
Mstep: Class 13 contains 29926 members 
Mstep: Class 14 contains 49924 members 
Mstep: Class 15 contains 6920 members 
Mstep: Class 16 contains 4023 members 
Mstep: Class 17 contains 33064 members 
Mstep: Class 18 contains 79035 members 
Mstep: Class 19 contains 233480 members 
Mstep: Class 20 contains 9950 members 
Mstep: Class 21 contains 24010 members 
Mstep: Class 22 contains 25959 members 
Mstep: Class 23 contains 21527 members 
Mstep: Class 24 contains 26032 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 3907 members 
Mstep: Class 27 contains 7440 members 
Mstep: Class 28 contains 4696 members 
Mstep: Class 29 contains 10088 members 
Mstep: Class 30 contains 9290 members 
Mstep: Class 31 contains 7193 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 96928 members 
Mstep: Class 34 contains 21033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205562976.000000 Penalty: 121378.507812
Iteration 84Q: 35 clusters Score -2.05563e+08 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 21431 members 
Mstep: Class 3 contains 173411 members 
Mstep: Class 4 contains 151851 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 48878 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 176056 members 
Mstep: Class 9 contains 119961 members 
Mstep: Class 10 contains 111317 members 
Mstep: Class 11 contains 9309 members 
Mstep: Class 12 contains 79955 members 
Mstep: Class 13 contains 29900 members 
Mstep: Class 14 contains 50019 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 4022 members 
Mstep: Class 17 contains 34184 members 
Mstep: Class 18 contains 79148 members 
Mstep: Class 19 contains 233492 members 
Mstep: Class 20 contains 9995 members 
Mstep: Class 21 contains 23920 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 21488 members 
Mstep: Class 24 contains 25991 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 3907 members 
Mstep: Class 27 contains 7422 members 
Mstep: Class 28 contains 4645 members 
Mstep: Class 29 contains 10085 members 
Mstep: Class 30 contains 9393 members 
Mstep: Class 31 contains 7539 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 97306 members 
Mstep: Class 34 contains 20904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564048.000000 Penalty: 121378.507812
Iteration 85Q: 35 clusters Score -2.05564e+08 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175732 members 
Mstep: Class 2 contains 21459 members 
Mstep: Class 3 contains 173373 members 
Mstep: Class 4 contains 151854 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 48828 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 175191 members 
Mstep: Class 9 contains 119913 members 
Mstep: Class 10 contains 110659 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 79952 members 
Mstep: Class 13 contains 29870 members 
Mstep: Class 14 contains 50087 members 
Mstep: Class 15 contains 6920 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 79245 members 
Mstep: Class 19 contains 233465 members 
Mstep: Class 20 contains 10034 members 
Mstep: Class 21 contains 23848 members 
Mstep: Class 22 contains 25834 members 
Mstep: Class 23 contains 21460 members 
Mstep: Class 24 contains 25946 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 3908 members 
Mstep: Class 27 contains 7411 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 10099 members 
Mstep: Class 30 contains 9528 members 
Mstep: Class 31 contains 7810 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 97676 members 
Mstep: Class 34 contains 20771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205564592.000000 Penalty: 121378.507812
Iteration 86Q: 35 clusters Score -2.055646e+08 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 21493 members 
Mstep: Class 3 contains 173331 members 
Mstep: Class 4 contains 151780 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 48800 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 174386 members 
Mstep: Class 9 contains 119857 members 
Mstep: Class 10 contains 110029 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 79954 members 
Mstep: Class 13 contains 29836 members 
Mstep: Class 14 contains 50156 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 16 contains 4039 members 
Mstep: Class 17 contains 36311 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 233432 members 
Mstep: Class 20 contains 10083 members 
Mstep: Class 21 contains 23791 members 
Mstep: Class 22 contains 25804 members 
Mstep: Class 23 contains 21429 members 
Mstep: Class 24 contains 25918 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3915 members 
Mstep: Class 27 contains 7398 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10102 members 
Mstep: Class 30 contains 9637 members 
Mstep: Class 31 contains 8004 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 98033 members 
Mstep: Class 34 contains 20613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205565120.000000 Penalty: 121378.507812
Iteration 87Q: 35 clusters Score -2.055651e+08 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 21529 members 
Mstep: Class 3 contains 173268 members 
Mstep: Class 4 contains 151673 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 48757 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 173661 members 
Mstep: Class 9 contains 119819 members 
Mstep: Class 10 contains 109391 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 79960 members 
Mstep: Class 13 contains 29803 members 
Mstep: Class 14 contains 50194 members 
Mstep: Class 15 contains 6925 members 
Mstep: Class 16 contains 4043 members 
Mstep: Class 17 contains 37396 members 
Mstep: Class 18 contains 79449 members 
Mstep: Class 19 contains 233416 members 
Mstep: Class 20 contains 10125 members 
Mstep: Class 21 contains 23731 members 
Mstep: Class 22 contains 25787 members 
Mstep: Class 23 contains 21413 members 
Mstep: Class 24 contains 25910 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 7393 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 10104 members 
Mstep: Class 30 contains 9719 members 
Mstep: Class 31 contains 8193 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 98362 members 
Mstep: Class 34 contains 20464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566128.000000 Penalty: 121378.507812
Iteration 88Q: 35 clusters Score -2.055661e+08 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 21549 members 
Mstep: Class 3 contains 173208 members 
Mstep: Class 4 contains 151628 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 48729 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 172966 members 
Mstep: Class 9 contains 119759 members 
Mstep: Class 10 contains 108756 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 79958 members 
Mstep: Class 13 contains 29771 members 
Mstep: Class 14 contains 50222 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 4041 members 
Mstep: Class 17 contains 38451 members 
Mstep: Class 18 contains 79566 members 
Mstep: Class 19 contains 233356 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 23657 members 
Mstep: Class 22 contains 25766 members 
Mstep: Class 23 contains 21386 members 
Mstep: Class 24 contains 25919 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3920 members 
Mstep: Class 27 contains 7391 members 
Mstep: Class 28 contains 4511 members 
Mstep: Class 29 contains 10104 members 
Mstep: Class 30 contains 9790 members 
Mstep: Class 31 contains 8362 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 98676 members 
Mstep: Class 34 contains 20364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205566880.000000 Penalty: 121378.507812
Iteration 89Q: 35 clusters Score -2.055669e+08 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 21566 members 
Mstep: Class 3 contains 173157 members 
Mstep: Class 4 contains 151549 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 48705 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 172311 members 
Mstep: Class 9 contains 119703 members 
Mstep: Class 10 contains 108129 members 
Mstep: Class 11 contains 9544 members 
Mstep: Class 12 contains 79956 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 50248 members 
Mstep: Class 15 contains 6934 members 
Mstep: Class 16 contains 4049 members 
Mstep: Class 17 contains 39488 members 
Mstep: Class 18 contains 79699 members 
Mstep: Class 19 contains 233283 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 23579 members 
Mstep: Class 22 contains 25743 members 
Mstep: Class 23 contains 21359 members 
Mstep: Class 24 contains 25941 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3921 members 
Mstep: Class 27 contains 7387 members 
Mstep: Class 28 contains 4498 members 
Mstep: Class 29 contains 10104 members 
Mstep: Class 30 contains 9873 members 
Mstep: Class 31 contains 8527 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 98996 members 
Mstep: Class 34 contains 20249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205567840.000000 Penalty: 121378.507812
Iteration 90Q: 35 clusters Score -2.055678e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 21586 members 
Mstep: Class 3 contains 173113 members 
Mstep: Class 4 contains 151449 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 171726 members 
Mstep: Class 9 contains 119641 members 
Mstep: Class 10 contains 107546 members 
Mstep: Class 11 contains 9571 members 
Mstep: Class 12 contains 79960 members 
Mstep: Class 13 contains 29696 members 
Mstep: Class 14 contains 50264 members 
Mstep: Class 15 contains 6935 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 40479 members 
Mstep: Class 18 contains 79818 members 
Mstep: Class 19 contains 233227 members 
Mstep: Class 20 contains 10228 members 
Mstep: Class 21 contains 23527 members 
Mstep: Class 22 contains 25716 members 
Mstep: Class 23 contains 21334 members 
Mstep: Class 24 contains 25937 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 7382 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 9965 members 
Mstep: Class 31 contains 8675 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 99278 members 
Mstep: Class 34 contains 20127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205568800.000000 Penalty: 121378.507812
Iteration 91Q: 35 clusters Score -2.055688e+08 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 21604 members 
Mstep: Class 3 contains 173071 members 
Mstep: Class 4 contains 151335 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 171121 members 
Mstep: Class 9 contains 119578 members 
Mstep: Class 10 contains 106983 members 
Mstep: Class 11 contains 9605 members 
Mstep: Class 12 contains 79962 members 
Mstep: Class 13 contains 29668 members 
Mstep: Class 14 contains 50274 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 41474 members 
Mstep: Class 18 contains 79928 members 
Mstep: Class 19 contains 233141 members 
Mstep: Class 20 contains 10266 members 
Mstep: Class 21 contains 23455 members 
Mstep: Class 22 contains 25697 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 25955 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 7381 members 
Mstep: Class 28 contains 4453 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 10054 members 
Mstep: Class 31 contains 8812 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 99547 members 
Mstep: Class 34 contains 20074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205569616.000000 Penalty: 121378.507812
Iteration 92Q: 35 clusters Score -2.055696e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 21631 members 
Mstep: Class 3 contains 173026 members 
Mstep: Class 4 contains 151291 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 6 contains 48615 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 170530 members 
Mstep: Class 9 contains 119547 members 
Mstep: Class 10 contains 106409 members 
Mstep: Class 11 contains 9609 members 
Mstep: Class 12 contains 79951 members 
Mstep: Class 13 contains 29632 members 
Mstep: Class 14 contains 50273 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 16 contains 4069 members 
Mstep: Class 17 contains 42412 members 
Mstep: Class 18 contains 80047 members 
Mstep: Class 19 contains 233102 members 
Mstep: Class 20 contains 10300 members 
Mstep: Class 21 contains 23373 members 
Mstep: Class 22 contains 25699 members 
Mstep: Class 23 contains 21301 members 
Mstep: Class 24 contains 25979 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3921 members 
Mstep: Class 27 contains 7381 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 10080 members 
Mstep: Class 30 contains 10141 members 
Mstep: Class 31 contains 8930 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 99787 members 
Mstep: Class 34 contains 20007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570512.000000 Penalty: 121378.507812
Iteration 93Q: 35 clusters Score -2.055705e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 21629 members 
Mstep: Class 3 contains 172994 members 
Mstep: Class 4 contains 151300 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 48561 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 169988 members 
Mstep: Class 9 contains 119507 members 
Mstep: Class 10 contains 105826 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 12 contains 79950 members 
Mstep: Class 13 contains 29597 members 
Mstep: Class 14 contains 50256 members 
Mstep: Class 15 contains 6944 members 
Mstep: Class 16 contains 4083 members 
Mstep: Class 17 contains 43303 members 
Mstep: Class 18 contains 80144 members 
Mstep: Class 19 contains 233073 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 23306 members 
Mstep: Class 22 contains 25681 members 
Mstep: Class 23 contains 21280 members 
Mstep: Class 24 contains 26021 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3920 members 
Mstep: Class 27 contains 7379 members 
Mstep: Class 28 contains 4414 members 
Mstep: Class 29 contains 10060 members 
Mstep: Class 30 contains 10209 members 
Mstep: Class 31 contains 9018 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 100034 members 
Mstep: Class 34 contains 19961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205570896.000000 Penalty: 121378.507812
Iteration 94Q: 35 clusters Score -2.055709e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 21646 members 
Mstep: Class 3 contains 172969 members 
Mstep: Class 4 contains 151321 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 48512 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 169479 members 
Mstep: Class 9 contains 119467 members 
Mstep: Class 10 contains 105251 members 
Mstep: Class 11 contains 9657 members 
Mstep: Class 12 contains 79949 members 
Mstep: Class 13 contains 29557 members 
Mstep: Class 14 contains 50238 members 
Mstep: Class 15 contains 6946 members 
Mstep: Class 16 contains 4088 members 
Mstep: Class 17 contains 44156 members 
Mstep: Class 18 contains 80235 members 
Mstep: Class 19 contains 233052 members 
Mstep: Class 20 contains 10353 members 
Mstep: Class 21 contains 23239 members 
Mstep: Class 22 contains 25647 members 
Mstep: Class 23 contains 21270 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 7377 members 
Mstep: Class 28 contains 4409 members 
Mstep: Class 29 contains 10064 members 
Mstep: Class 30 contains 10284 members 
Mstep: Class 31 contains 9100 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 100301 members 
Mstep: Class 34 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571264.000000 Penalty: 121378.507812
Iteration 95Q: 35 clusters Score -2.055713e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 21662 members 
Mstep: Class 3 contains 172946 members 
Mstep: Class 4 contains 151383 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 48436 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 168977 members 
Mstep: Class 9 contains 119438 members 
Mstep: Class 10 contains 104662 members 
Mstep: Class 11 contains 9682 members 
Mstep: Class 12 contains 79957 members 
Mstep: Class 13 contains 29530 members 
Mstep: Class 14 contains 50230 members 
Mstep: Class 15 contains 6950 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 17 contains 44987 members 
Mstep: Class 18 contains 80328 members 
Mstep: Class 19 contains 233022 members 
Mstep: Class 20 contains 10372 members 
Mstep: Class 21 contains 23172 members 
Mstep: Class 22 contains 25615 members 
Mstep: Class 23 contains 21260 members 
Mstep: Class 24 contains 26074 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 10069 members 
Mstep: Class 30 contains 10331 members 
Mstep: Class 31 contains 9182 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 100555 members 
Mstep: Class 34 contains 19787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205571808.000000 Penalty: 121378.507812
Iteration 96Q: 35 clusters Score -2.055718e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 21657 members 
Mstep: Class 3 contains 172909 members 
Mstep: Class 4 contains 151451 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 48355 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 168591 members 
Mstep: Class 9 contains 119413 members 
Mstep: Class 10 contains 104005 members 
Mstep: Class 11 contains 9693 members 
Mstep: Class 12 contains 79955 members 
Mstep: Class 13 contains 29494 members 
Mstep: Class 14 contains 50225 members 
Mstep: Class 15 contains 6956 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 45780 members 
Mstep: Class 18 contains 80415 members 
Mstep: Class 19 contains 232990 members 
Mstep: Class 20 contains 10389 members 
Mstep: Class 21 contains 23111 members 
Mstep: Class 22 contains 25595 members 
Mstep: Class 23 contains 21248 members 
Mstep: Class 24 contains 26090 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3924 members 
Mstep: Class 27 contains 7373 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 10074 members 
Mstep: Class 30 contains 10368 members 
Mstep: Class 31 contains 9265 members 
Mstep: Class 32 contains 372 members 
Mstep: Class 33 contains 100822 members 
Mstep: Class 34 contains 19717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572704.000000 Penalty: 121378.507812
Iteration 97Q: 35 clusters Score -2.055727e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175706 members 
Mstep: Class 2 contains 21655 members 
Mstep: Class 3 contains 172890 members 
Mstep: Class 4 contains 151564 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 48289 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 168223 members 
Mstep: Class 9 contains 119394 members 
Mstep: Class 10 contains 103373 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 79946 members 
Mstep: Class 13 contains 29462 members 
Mstep: Class 14 contains 50235 members 
Mstep: Class 15 contains 6958 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 46527 members 
Mstep: Class 18 contains 80485 members 
Mstep: Class 19 contains 232918 members 
Mstep: Class 20 contains 10401 members 
Mstep: Class 21 contains 23066 members 
Mstep: Class 22 contains 25571 members 
Mstep: Class 23 contains 21227 members 
Mstep: Class 24 contains 26121 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3924 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4403 members 
Mstep: Class 29 contains 10078 members 
Mstep: Class 30 contains 10369 members 
Mstep: Class 31 contains 9339 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 101085 members 
Mstep: Class 34 contains 19636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205572752.000000 Penalty: 121378.507812
Iteration 98Q: 35 clusters Score -2.055728e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 21652 members 
Mstep: Class 3 contains 172866 members 
Mstep: Class 4 contains 151661 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 167868 members 
Mstep: Class 9 contains 119384 members 
Mstep: Class 10 contains 102759 members 
Mstep: Class 11 contains 9731 members 
Mstep: Class 12 contains 79936 members 
Mstep: Class 13 contains 29437 members 
Mstep: Class 14 contains 50221 members 
Mstep: Class 15 contains 6964 members 
Mstep: Class 16 contains 4236 members 
Mstep: Class 17 contains 47216 members 
Mstep: Class 18 contains 80561 members 
Mstep: Class 19 contains 232859 members 
Mstep: Class 20 contains 10414 members 
Mstep: Class 21 contains 23020 members 
Mstep: Class 22 contains 25545 members 
Mstep: Class 23 contains 21217 members 
Mstep: Class 24 contains 26164 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4406 members 
Mstep: Class 29 contains 10076 members 
Mstep: Class 30 contains 10364 members 
Mstep: Class 31 contains 9405 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 101349 members 
Mstep: Class 34 contains 19584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205573056.000000 Penalty: 121378.507812
Iteration 99Q: 35 clusters Score -2.055731e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 21662 members 
Mstep: Class 3 contains 172848 members 
Mstep: Class 4 contains 151743 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 48154 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 167526 members 
Mstep: Class 9 contains 119370 members 
Mstep: Class 10 contains 102175 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 29409 members 
Mstep: Class 14 contains 50217 members 
Mstep: Class 15 contains 6966 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 47897 members 
Mstep: Class 18 contains 80652 members 
Mstep: Class 19 contains 232784 members 
Mstep: Class 20 contains 10420 members 
Mstep: Class 21 contains 22969 members 
Mstep: Class 22 contains 25539 members 
Mstep: Class 23 contains 21210 members 
Mstep: Class 24 contains 26194 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4415 members 
Mstep: Class 29 contains 10068 members 
Mstep: Class 30 contains 10334 members 
Mstep: Class 31 contains 9455 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 101607 members 
Mstep: Class 34 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574096.000000 Penalty: 121378.507812
Iteration 100F: 35 clusters Score -2.055741e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 21667 members 
Mstep: Class 3 contains 172834 members 
Mstep: Class 4 contains 151852 members 
Mstep: Class 5 contains 7861 members 
Mstep: Class 6 contains 48085 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 167180 members 
Mstep: Class 9 contains 119348 members 
Mstep: Class 10 contains 101576 members 
Mstep: Class 11 contains 9755 members 
Mstep: Class 12 contains 79926 members 
Mstep: Class 13 contains 29381 members 
Mstep: Class 14 contains 50195 members 
Mstep: Class 15 contains 6967 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 48524 members 
Mstep: Class 18 contains 80748 members 
Mstep: Class 19 contains 232739 members 
Mstep: Class 20 contains 10429 members 
Mstep: Class 21 contains 22922 members 
Mstep: Class 22 contains 25529 members 
Mstep: Class 23 contains 21205 members 
Mstep: Class 24 contains 26205 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 4420 members 
Mstep: Class 29 contains 10065 members 
Mstep: Class 30 contains 10343 members 
Mstep: Class 31 contains 9522 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 101898 members 
Mstep: Class 34 contains 19503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205574592.000000 Penalty: 121378.507812
Iteration 101Q: 35 clusters Score -2.055746e+08 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 21683 members 
Mstep: Class 3 contains 172822 members 
Mstep: Class 4 contains 151986 members 
Mstep: Class 5 contains 7865 members 
Mstep: Class 6 contains 47997 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 166837 members 
Mstep: Class 9 contains 119318 members 
Mstep: Class 10 contains 100992 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 79926 members 
Mstep: Class 13 contains 29354 members 
Mstep: Class 14 contains 50180 members 
Mstep: Class 15 contains 6970 members 
Mstep: Class 16 contains 4327 members 
Mstep: Class 17 contains 49183 members 
Mstep: Class 18 contains 80826 members 
Mstep: Class 19 contains 232669 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 22883 members 
Mstep: Class 22 contains 25502 members 
Mstep: Class 23 contains 21206 members 
Mstep: Class 24 contains 26208 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3931 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 4425 members 
Mstep: Class 29 contains 10053 members 
Mstep: Class 30 contains 10335 members 
Mstep: Class 31 contains 9587 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 102164 members 
Mstep: Class 34 contains 19449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575440.000000 Penalty: 121378.507812
Iteration 102Q: 35 clusters Score -2.055754e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 21696 members 
Mstep: Class 3 contains 172819 members 
Mstep: Class 4 contains 152153 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 47894 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 166508 members 
Mstep: Class 9 contains 119291 members 
Mstep: Class 10 contains 100433 members 
Mstep: Class 11 contains 9794 members 
Mstep: Class 12 contains 79919 members 
Mstep: Class 13 contains 29332 members 
Mstep: Class 14 contains 50172 members 
Mstep: Class 15 contains 6973 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 17 contains 49779 members 
Mstep: Class 18 contains 80895 members 
Mstep: Class 19 contains 232621 members 
Mstep: Class 20 contains 10453 members 
Mstep: Class 21 contains 22850 members 
Mstep: Class 22 contains 25476 members 
Mstep: Class 23 contains 21203 members 
Mstep: Class 24 contains 26219 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 4428 members 
Mstep: Class 29 contains 10053 members 
Mstep: Class 30 contains 10344 members 
Mstep: Class 31 contains 9634 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 102397 members 
Mstep: Class 34 contains 19399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205575680.000000 Penalty: 121378.507812
Iteration 103Q: 35 clusters Score -2.055757e+08 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 21681 members 
Mstep: Class 3 contains 172820 members 
Mstep: Class 4 contains 152305 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 47814 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 166187 members 
Mstep: Class 9 contains 119274 members 
Mstep: Class 10 contains 99901 members 
Mstep: Class 11 contains 9822 members 
Mstep: Class 12 contains 79920 members 
Mstep: Class 13 contains 29321 members 
Mstep: Class 14 contains 50151 members 
Mstep: Class 15 contains 6974 members 
Mstep: Class 16 contains 4385 members 
Mstep: Class 17 contains 50345 members 
Mstep: Class 18 contains 80960 members 
Mstep: Class 19 contains 232570 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 22807 members 
Mstep: Class 22 contains 25476 members 
Mstep: Class 23 contains 21195 members 
Mstep: Class 24 contains 26242 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3934 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4432 members 
Mstep: Class 29 contains 10041 members 
Mstep: Class 30 contains 10324 members 
Mstep: Class 31 contains 9676 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 102618 members 
Mstep: Class 34 contains 19368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205576032.000000 Penalty: 121378.507812
Iteration 104Q: 35 clusters Score -2.05576e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 21665 members 
Mstep: Class 3 contains 172811 members 
Mstep: Class 4 contains 152443 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 47703 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 165888 members 
Mstep: Class 9 contains 119249 members 
Mstep: Class 10 contains 99345 members 
Mstep: Class 11 contains 9847 members 
Mstep: Class 12 contains 79913 members 
Mstep: Class 13 contains 29309 members 
Mstep: Class 14 contains 50141 members 
Mstep: Class 15 contains 6976 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 50923 members 
Mstep: Class 18 contains 81026 members 
Mstep: Class 19 contains 232553 members 
Mstep: Class 20 contains 10487 members 
Mstep: Class 21 contains 22770 members 
Mstep: Class 22 contains 25471 members 
Mstep: Class 23 contains 21180 members 
Mstep: Class 24 contains 26272 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4435 members 
Mstep: Class 29 contains 10029 members 
Mstep: Class 30 contains 10317 members 
Mstep: Class 31 contains 9704 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 102872 members 
Mstep: Class 34 contains 19343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205576848.000000 Penalty: 121378.507812
Iteration 105Q: 35 clusters Score -2.055768e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 21649 members 
Mstep: Class 3 contains 172805 members 
Mstep: Class 4 contains 152476 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 47619 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 165665 members 
Mstep: Class 9 contains 119237 members 
Mstep: Class 10 contains 98818 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 79894 members 
Mstep: Class 13 contains 29286 members 
Mstep: Class 14 contains 50135 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 51504 members 
Mstep: Class 18 contains 81090 members 
Mstep: Class 19 contains 232524 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 22720 members 
Mstep: Class 22 contains 25469 members 
Mstep: Class 23 contains 21166 members 
Mstep: Class 24 contains 26300 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 10017 members 
Mstep: Class 30 contains 10302 members 
Mstep: Class 31 contains 9735 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 103131 members 
Mstep: Class 34 contains 19329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577296.000000 Penalty: 121378.507812
Iteration 106Q: 35 clusters Score -2.055773e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175728 members 
Mstep: Class 2 contains 21642 members 
Mstep: Class 3 contains 172791 members 
Mstep: Class 4 contains 152443 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 47540 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 165465 members 
Mstep: Class 9 contains 119228 members 
Mstep: Class 10 contains 98298 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 79877 members 
Mstep: Class 13 contains 29257 members 
Mstep: Class 14 contains 50126 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 4440 members 
Mstep: Class 17 contains 52065 members 
Mstep: Class 18 contains 81141 members 
Mstep: Class 19 contains 232534 members 
Mstep: Class 20 contains 10515 members 
Mstep: Class 21 contains 22686 members 
Mstep: Class 22 contains 25464 members 
Mstep: Class 23 contains 21160 members 
Mstep: Class 24 contains 26320 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4436 members 
Mstep: Class 29 contains 10006 members 
Mstep: Class 30 contains 10302 members 
Mstep: Class 31 contains 9766 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 103395 members 
Mstep: Class 34 contains 19315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577232.000000 Penalty: 121378.507812
Iteration 107Q: 35 clusters Score -2.055772e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 21634 members 
Mstep: Class 3 contains 172790 members 
Mstep: Class 4 contains 152410 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 47464 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 165260 members 
Mstep: Class 9 contains 119210 members 
Mstep: Class 10 contains 97812 members 
Mstep: Class 11 contains 9888 members 
Mstep: Class 12 contains 79876 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 50096 members 
Mstep: Class 15 contains 6982 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 52623 members 
Mstep: Class 18 contains 81190 members 
Mstep: Class 19 contains 232520 members 
Mstep: Class 20 contains 10532 members 
Mstep: Class 21 contains 22633 members 
Mstep: Class 22 contains 25460 members 
Mstep: Class 23 contains 21140 members 
Mstep: Class 24 contains 26338 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3936 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 10002 members 
Mstep: Class 30 contains 10318 members 
Mstep: Class 31 contains 9794 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 103660 members 
Mstep: Class 34 contains 19285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205576688.000000 Penalty: 121378.507812
Iteration 108Q: 35 clusters Score -2.055767e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 21629 members 
Mstep: Class 3 contains 172783 members 
Mstep: Class 4 contains 152359 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 47403 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 165081 members 
Mstep: Class 9 contains 119185 members 
Mstep: Class 10 contains 97375 members 
Mstep: Class 11 contains 9912 members 
Mstep: Class 12 contains 79867 members 
Mstep: Class 13 contains 29222 members 
Mstep: Class 14 contains 50058 members 
Mstep: Class 15 contains 6991 members 
Mstep: Class 16 contains 4469 members 
Mstep: Class 17 contains 53106 members 
Mstep: Class 18 contains 81251 members 
Mstep: Class 19 contains 232501 members 
Mstep: Class 20 contains 10553 members 
Mstep: Class 21 contains 22565 members 
Mstep: Class 22 contains 25439 members 
Mstep: Class 23 contains 21130 members 
Mstep: Class 24 contains 26367 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3937 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 10005 members 
Mstep: Class 30 contains 10334 members 
Mstep: Class 31 contains 9814 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 103920 members 
Mstep: Class 34 contains 19276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577088.000000 Penalty: 121378.507812
Iteration 109Q: 35 clusters Score -2.055771e+08 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 21618 members 
Mstep: Class 3 contains 172773 members 
Mstep: Class 4 contains 152361 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 47340 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 164899 members 
Mstep: Class 9 contains 119173 members 
Mstep: Class 10 contains 96950 members 
Mstep: Class 11 contains 9921 members 
Mstep: Class 12 contains 79854 members 
Mstep: Class 13 contains 29211 members 
Mstep: Class 14 contains 50030 members 
Mstep: Class 15 contains 6996 members 
Mstep: Class 16 contains 4481 members 
Mstep: Class 17 contains 53577 members 
Mstep: Class 18 contains 81301 members 
Mstep: Class 19 contains 232479 members 
Mstep: Class 20 contains 10570 members 
Mstep: Class 21 contains 22508 members 
Mstep: Class 22 contains 25415 members 
Mstep: Class 23 contains 21124 members 
Mstep: Class 24 contains 26393 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3939 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 10005 members 
Mstep: Class 30 contains 10345 members 
Mstep: Class 31 contains 9828 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 104167 members 
Mstep: Class 34 contains 19271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205576880.000000 Penalty: 121378.507812
Iteration 110Q: 35 clusters Score -2.055769e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 21598 members 
Mstep: Class 3 contains 172766 members 
Mstep: Class 4 contains 152387 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 47284 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 164698 members 
Mstep: Class 9 contains 119158 members 
Mstep: Class 10 contains 96506 members 
Mstep: Class 11 contains 9937 members 
Mstep: Class 12 contains 79848 members 
Mstep: Class 13 contains 29194 members 
Mstep: Class 14 contains 50000 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 4490 members 
Mstep: Class 17 contains 54014 members 
Mstep: Class 18 contains 81337 members 
Mstep: Class 19 contains 232483 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 22459 members 
Mstep: Class 22 contains 25409 members 
Mstep: Class 23 contains 21115 members 
Mstep: Class 24 contains 26415 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3943 members 
Mstep: Class 27 contains 7367 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 9999 members 
Mstep: Class 30 contains 10358 members 
Mstep: Class 31 contains 9842 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 104438 members 
Mstep: Class 34 contains 19249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577200.000000 Penalty: 121378.507812
Iteration 111Q: 35 clusters Score -2.055772e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 21603 members 
Mstep: Class 3 contains 172760 members 
Mstep: Class 4 contains 152447 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 47215 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 164521 members 
Mstep: Class 9 contains 119141 members 
Mstep: Class 10 contains 96033 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 79849 members 
Mstep: Class 13 contains 29176 members 
Mstep: Class 14 contains 49975 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 54458 members 
Mstep: Class 18 contains 81360 members 
Mstep: Class 19 contains 232472 members 
Mstep: Class 20 contains 10605 members 
Mstep: Class 21 contains 22415 members 
Mstep: Class 22 contains 25401 members 
Mstep: Class 23 contains 21108 members 
Mstep: Class 24 contains 26432 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3944 members 
Mstep: Class 27 contains 7366 members 
Mstep: Class 28 contains 4452 members 
Mstep: Class 29 contains 9991 members 
Mstep: Class 30 contains 10375 members 
Mstep: Class 31 contains 9849 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 104678 members 
Mstep: Class 34 contains 19244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577840.000000 Penalty: 121378.507812
Iteration 112Q: 35 clusters Score -2.055778e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 21604 members 
Mstep: Class 3 contains 172756 members 
Mstep: Class 4 contains 152501 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 47164 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 164320 members 
Mstep: Class 9 contains 119120 members 
Mstep: Class 10 contains 95583 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 79848 members 
Mstep: Class 13 contains 29167 members 
Mstep: Class 14 contains 49939 members 
Mstep: Class 15 contains 7004 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 54877 members 
Mstep: Class 18 contains 81394 members 
Mstep: Class 19 contains 232466 members 
Mstep: Class 20 contains 10613 members 
Mstep: Class 21 contains 22384 members 
Mstep: Class 22 contains 25387 members 
Mstep: Class 23 contains 21096 members 
Mstep: Class 24 contains 26462 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3946 members 
Mstep: Class 27 contains 7368 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9989 members 
Mstep: Class 30 contains 10399 members 
Mstep: Class 31 contains 9854 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 104945 members 
Mstep: Class 34 contains 19213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205577936.000000 Penalty: 121378.507812
Iteration 113Q: 35 clusters Score -2.055779e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 21593 members 
Mstep: Class 3 contains 172756 members 
Mstep: Class 4 contains 152606 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 47108 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 164085 members 
Mstep: Class 9 contains 119108 members 
Mstep: Class 10 contains 95111 members 
Mstep: Class 11 contains 9981 members 
Mstep: Class 12 contains 79850 members 
Mstep: Class 13 contains 29162 members 
Mstep: Class 14 contains 49891 members 
Mstep: Class 15 contains 7008 members 
Mstep: Class 16 contains 4494 members 
Mstep: Class 17 contains 55284 members 
Mstep: Class 18 contains 81421 members 
Mstep: Class 19 contains 232440 members 
Mstep: Class 20 contains 10626 members 
Mstep: Class 21 contains 22360 members 
Mstep: Class 22 contains 25366 members 
Mstep: Class 23 contains 21093 members 
Mstep: Class 24 contains 26498 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3945 members 
Mstep: Class 27 contains 7368 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 9977 members 
Mstep: Class 30 contains 10407 members 
Mstep: Class 31 contains 9878 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 105247 members 
Mstep: Class 34 contains 19183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205578304.000000 Penalty: 121378.507812
Iteration 114Q: 35 clusters Score -2.055783e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 21571 members 
Mstep: Class 3 contains 172753 members 
Mstep: Class 4 contains 152793 members 
Mstep: Class 5 contains 7953 members 
Mstep: Class 6 contains 47055 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 163840 members 
Mstep: Class 9 contains 119089 members 
Mstep: Class 10 contains 94662 members 
Mstep: Class 11 contains 9982 members 
Mstep: Class 12 contains 79851 members 
Mstep: Class 13 contains 29151 members 
Mstep: Class 14 contains 49842 members 
Mstep: Class 15 contains 7010 members 
Mstep: Class 16 contains 4495 members 
Mstep: Class 17 contains 55633 members 
Mstep: Class 18 contains 81460 members 
Mstep: Class 19 contains 232444 members 
Mstep: Class 20 contains 10643 members 
Mstep: Class 21 contains 22327 members 
Mstep: Class 22 contains 25338 members 
Mstep: Class 23 contains 21080 members 
Mstep: Class 24 contains 26517 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 9963 members 
Mstep: Class 30 contains 10425 members 
Mstep: Class 31 contains 9899 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 105519 members 
Mstep: Class 34 contains 19178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205578496.000000 Penalty: 121378.507812
Iteration 115Q: 35 clusters Score -2.055785e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175739 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 172753 members 
Mstep: Class 4 contains 153037 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 163561 members 
Mstep: Class 9 contains 119080 members 
Mstep: Class 10 contains 94239 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 79850 members 
Mstep: Class 13 contains 29143 members 
Mstep: Class 14 contains 49792 members 
Mstep: Class 15 contains 7012 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 55939 members 
Mstep: Class 18 contains 81491 members 
Mstep: Class 19 contains 232429 members 
Mstep: Class 20 contains 10660 members 
Mstep: Class 21 contains 22298 members 
Mstep: Class 22 contains 25309 members 
Mstep: Class 23 contains 21076 members 
Mstep: Class 24 contains 26528 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4467 members 
Mstep: Class 29 contains 9958 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 9923 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 105773 members 
Mstep: Class 34 contains 19172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205578288.000000 Penalty: 121378.507812
Iteration 116Q: 35 clusters Score -2.055783e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175744 members 
Mstep: Class 2 contains 21530 members 
Mstep: Class 3 contains 172749 members 
Mstep: Class 4 contains 153280 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 46950 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 163296 members 
Mstep: Class 9 contains 119070 members 
Mstep: Class 10 contains 93866 members 
Mstep: Class 11 contains 9987 members 
Mstep: Class 12 contains 79848 members 
Mstep: Class 13 contains 29136 members 
Mstep: Class 14 contains 49745 members 
Mstep: Class 15 contains 7016 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 56231 members 
Mstep: Class 18 contains 81516 members 
Mstep: Class 19 contains 232379 members 
Mstep: Class 20 contains 10673 members 
Mstep: Class 21 contains 22273 members 
Mstep: Class 22 contains 25269 members 
Mstep: Class 23 contains 21073 members 
Mstep: Class 24 contains 26555 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10449 members 
Mstep: Class 31 contains 9945 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 106024 members 
Mstep: Class 34 contains 19165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205578480.000000 Penalty: 121378.507812
Iteration 117Q: 35 clusters Score -2.055785e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 21511 members 
Mstep: Class 3 contains 172749 members 
Mstep: Class 4 contains 153437 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 46905 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 163094 members 
Mstep: Class 9 contains 119064 members 
Mstep: Class 10 contains 93510 members 
Mstep: Class 11 contains 9987 members 
Mstep: Class 12 contains 79846 members 
Mstep: Class 13 contains 29130 members 
Mstep: Class 14 contains 49707 members 
Mstep: Class 15 contains 7020 members 
Mstep: Class 16 contains 4506 members 
Mstep: Class 17 contains 56526 members 
Mstep: Class 18 contains 81542 members 
Mstep: Class 19 contains 232339 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 22241 members 
Mstep: Class 22 contains 25227 members 
Mstep: Class 23 contains 21055 members 
Mstep: Class 24 contains 26590 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 4473 members 
Mstep: Class 29 contains 9954 members 
Mstep: Class 30 contains 10460 members 
Mstep: Class 31 contains 9964 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 106270 members 
Mstep: Class 34 contains 19159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205578336.000000 Penalty: 121378.507812
Iteration 118Q: 35 clusters Score -2.055783e+08 nChanged 2290
Entering ConstructFrom: 
Score: -205578336.000000 Penalty: 121378.507812
Entering ConstructFrom: 
Trying to split cluster 1 (175765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Entering Unmasked Estep 
Score: -21238818.000000 Penalty: 2995.072021
	Iteration 0F: 2 clusters Score -2.123882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -21130082.000000 Penalty: 5990.144043
	Iteration 0F: 3 clusters Score -2.113008e+07 nChanged 84487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -21179136.000000 Penalty: 5990.144043
	Iteration 1F: 3 clusters Score -2.117914e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -21179968.000000 Penalty: 5990.144043
	Iteration 2Q: 3 clusters Score -2.117997e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -21181232.000000 Penalty: 5990.144043
	Iteration 3Q: 3 clusters Score -2.118123e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -21182626.000000 Penalty: 5990.144043
	Iteration 4Q: 3 clusters Score -2.118263e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -21184526.000000 Penalty: 5990.144043
	Iteration 5Q: 3 clusters Score -2.118453e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -21187556.000000 Penalty: 5990.144043
	Iteration 6Q: 3 clusters Score -2.118756e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -21191842.000000 Penalty: 5990.144043
	Iteration 7F: 3 clusters Score -2.119184e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -21196800.000000 Penalty: 5990.144043
	Iteration 8F: 3 clusters Score -2.11968e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -21201948.000000 Penalty: 5990.144043
	Iteration 9F: 3 clusters Score -2.120195e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -21206546.000000 Penalty: 5990.144043
	Iteration 10F: 3 clusters Score -2.120655e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113644 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -21210130.000000 Penalty: 5990.144043
	Iteration 11Q: 3 clusters Score -2.121013e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118230 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -21212866.000000 Penalty: 5990.144043
	Iteration 12Q: 3 clusters Score -2.121287e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122962 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -21215246.000000 Penalty: 5990.144043
	Iteration 13Q: 3 clusters Score -2.121525e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127942 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -21217228.000000 Penalty: 5990.144043
	Iteration 14Q: 3 clusters Score -2.121723e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -21219374.000000 Penalty: 5990.144043
	Iteration 15Q: 3 clusters Score -2.121937e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -21222076.000000 Penalty: 5990.144043
	Iteration 16Q: 3 clusters Score -2.122208e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145245 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -21224982.000000 Penalty: 5990.144043
	Iteration 17Q: 3 clusters Score -2.122498e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151555 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -21227384.000000 Penalty: 5990.144043
	Iteration 18Q: 3 clusters Score -2.122738e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -21229572.000000 Penalty: 5990.144043
	Iteration 19Q: 3 clusters Score -2.122957e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -21231524.000000 Penalty: 5990.144043
	Iteration 20F: 3 clusters Score -2.123152e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -21233338.000000 Penalty: 5990.144043
	Iteration 21Q: 3 clusters Score -2.123334e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -21234554.000000 Penalty: 5990.144043
	Iteration 22Q: 3 clusters Score -2.123455e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21235286.000000 Penalty: 5990.144043
	Iteration 23Q: 3 clusters Score -2.123529e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173458 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21235736.000000 Penalty: 5990.144043
	Iteration 24Q: 3 clusters Score -2.123574e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174126 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -21235966.000000 Penalty: 5990.144043
	Iteration 25Q: 3 clusters Score -2.123597e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174478 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21236090.000000 Penalty: 5990.144043
	Iteration 26Q: 3 clusters Score -2.123609e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174703 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21236230.000000 Penalty: 5990.144043
	Iteration 27Q: 3 clusters Score -2.123623e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174832 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21236276.000000 Penalty: 5990.144043
	Iteration 28Q: 3 clusters Score -2.123628e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21236320.000000 Penalty: 5990.144043
	Iteration 29Q: 3 clusters Score -2.123632e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21236378.000000 Penalty: 5990.144043
	Iteration 30Q: 3 clusters Score -2.123638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21236410.000000 Penalty: 5990.144043
	Iteration 31Q: 3 clusters Score -2.123641e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -21236450.000000 Penalty: 5990.144043
	Iteration 32Q: 3 clusters Score -2.123645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21236458.000000 Penalty: 5990.144043
	Iteration 33Q: 3 clusters Score -2.123646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175114 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21236458.000000 Penalty: 5990.144043
	Iteration 34Q: 3 clusters Score -2.123646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21236492.000000 Penalty: 5990.144043
	Iteration 35Q: 3 clusters Score -2.123649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175130 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21236496.000000 Penalty: 5990.144043
	Iteration 36Q: 3 clusters Score -2.12365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175134 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21236492.000000 Penalty: 5990.144043
	Iteration 37Q: 3 clusters Score -2.123649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175141 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21236502.000000 Penalty: 5990.144043
	Iteration 38Q: 3 clusters Score -2.12365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175150 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21236518.000000 Penalty: 5990.144043
	Iteration 39Q: 3 clusters Score -2.123652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21236512.000000 Penalty: 5990.144043
	Iteration 40F: 3 clusters Score -2.123651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175165 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -21236526.000000 Penalty: 5990.144043
	Iteration 41Q: 3 clusters Score -2.123653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175173 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -21236524.000000 Penalty: 5990.144043
	Iteration 42Q: 3 clusters Score -2.123652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175175 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21236518.000000 Penalty: 5990.144043
	Iteration 43Q: 3 clusters Score -2.123652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175175 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21236522.000000 Penalty: 5990.144043
	Iteration 44Q: 3 clusters Score -2.123652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175174 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21236522.000000 Penalty: 5990.144043
	Iteration 45Q: 3 clusters Score -2.123652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21236528.000000 Penalty: 5990.144043
	Iteration 46Q: 3 clusters Score -2.123653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175182 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21236544.000000 Penalty: 5990.144043
	Iteration 47Q: 3 clusters Score -2.123654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175181 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21236534.000000 Penalty: 5990.144043
	Iteration 48Q: 3 clusters Score -2.123653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21236540.000000 Penalty: 5990.144043
	Iteration 49Q: 3 clusters Score -2.123654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21236538.000000 Penalty: 5990.144043
	Iteration 50Q: 3 clusters Score -2.123654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21236550.000000 Penalty: 5990.144043
	Iteration 51Q: 3 clusters Score -2.123655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21236546.000000 Penalty: 5990.144043
	Iteration 52Q: 3 clusters Score -2.123655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175182 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21236544.000000 Penalty: 5990.144043
	Iteration 53Q: 3 clusters Score -2.123654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21236530.000000 Penalty: 5990.144043
	Iteration 54Q: 3 clusters Score -2.123653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21236526.000000 Penalty: 5990.144043
	Iteration 55Q: 3 clusters Score -2.123653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21236538.000000 Penalty: 5990.144043
	Iteration 56Q: 3 clusters Score -2.123654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21236530.000000 Penalty: 5990.144043
	Iteration 57Q: 3 clusters Score -2.123653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175186 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21236528.000000 Penalty: 5990.144043
	Iteration 58Q: 3 clusters Score -2.123653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21236524.000000 Penalty: 5990.144043
	Iteration 59Q: 3 clusters Score -2.123652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21236524.000000 Penalty: 5990.144043
	Iteration 60F: 3 clusters Score -2.123652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Entering Unmasked Estep 
Score: -2458795.250000 Penalty: 2473.977539
	Iteration 0F: 2 clusters Score -2458795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2443743.000000 Penalty: 4947.955078
	Iteration 0F: 3 clusters Score -2443743 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2449025.750000 Penalty: 4947.955078
	Iteration 1F: 3 clusters Score -2449026 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2449517.500000 Penalty: 4947.955078
	Iteration 2F: 3 clusters Score -2449518 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2449882.500000 Penalty: 4947.955078
	Iteration 3Q: 3 clusters Score -2449882 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2450210.250000 Penalty: 4947.955078
	Iteration 4Q: 3 clusters Score -2450210 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2450490.750000 Penalty: 4947.955078
	Iteration 5Q: 3 clusters Score -2450491 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2450788.000000 Penalty: 4947.955078
	Iteration 6Q: 3 clusters Score -2450788 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2451043.250000 Penalty: 4947.955078
	Iteration 7Q: 3 clusters Score -2451043 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2451309.750000 Penalty: 4947.955078
	Iteration 8Q: 3 clusters Score -2451310 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2451594.000000 Penalty: 4947.955078
	Iteration 9Q: 3 clusters Score -2451594 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2451879.000000 Penalty: 4947.955078
	Iteration 10Q: 3 clusters Score -2451879 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2452212.250000 Penalty: 4947.955078
	Iteration 11Q: 3 clusters Score -2452212 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2452529.750000 Penalty: 4947.955078
	Iteration 12Q: 3 clusters Score -2452530 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2452853.000000 Penalty: 4947.955078
	Iteration 13Q: 3 clusters Score -2452853 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2453218.250000 Penalty: 4947.955078
	Iteration 14Q: 3 clusters Score -2453218 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2453557.250000 Penalty: 4947.955078
	Iteration 15Q: 3 clusters Score -2453557 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2453874.250000 Penalty: 4947.955078
	Iteration 16Q: 3 clusters Score -2453874 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2454161.750000 Penalty: 4947.955078
	Iteration 17Q: 3 clusters Score -2454162 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2454502.500000 Penalty: 4947.955078
	Iteration 18Q: 3 clusters Score -2454502 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2454799.250000 Penalty: 4947.955078
	Iteration 19Q: 3 clusters Score -2454799 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2455117.000000 Penalty: 4947.955078
	Iteration 20F: 3 clusters Score -2455117 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2455436.750000 Penalty: 4947.955078
	Iteration 21Q: 3 clusters Score -2455437 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2455719.000000 Penalty: 4947.955078
	Iteration 22Q: 3 clusters Score -2455719 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2455949.250000 Penalty: 4947.955078
	Iteration 23Q: 3 clusters Score -2455949 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2456165.000000 Penalty: 4947.955078
	Iteration 24Q: 3 clusters Score -2456165 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2456345.500000 Penalty: 4947.955078
	Iteration 25Q: 3 clusters Score -2456346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2456487.250000 Penalty: 4947.955078
	Iteration 26Q: 3 clusters Score -2456487 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2456600.750000 Penalty: 4947.955078
	Iteration 27Q: 3 clusters Score -2456601 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2456690.500000 Penalty: 4947.955078
	Iteration 28Q: 3 clusters Score -2456690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2456762.500000 Penalty: 4947.955078
	Iteration 29Q: 3 clusters Score -2456762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2456820.750000 Penalty: 4947.955078
	Iteration 30Q: 3 clusters Score -2456821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2456851.750000 Penalty: 4947.955078
	Iteration 31Q: 3 clusters Score -2456852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2456880.250000 Penalty: 4947.955078
	Iteration 32Q: 3 clusters Score -2456880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2456898.250000 Penalty: 4947.955078
	Iteration 33Q: 3 clusters Score -2456898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2456914.000000 Penalty: 4947.955078
	Iteration 34Q: 3 clusters Score -2456914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2456923.500000 Penalty: 4947.955078
	Iteration 35Q: 3 clusters Score -2456924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2456935.000000 Penalty: 4947.955078
	Iteration 36Q: 3 clusters Score -2456935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2456942.250000 Penalty: 4947.955078
	Iteration 37Q: 3 clusters Score -2456942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2456952.000000 Penalty: 4947.955078
	Iteration 38Q: 3 clusters Score -2456952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2456952.750000 Penalty: 4947.955078
	Iteration 39Q: 3 clusters Score -2456953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2456966.250000 Penalty: 4947.955078
	Iteration 40F: 3 clusters Score -2456966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2456975.500000 Penalty: 4947.955078
	Iteration 41Q: 3 clusters Score -2456976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2456974.500000 Penalty: 4947.955078
	Iteration 42Q: 3 clusters Score -2456974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2456976.500000 Penalty: 4947.955078
	Iteration 43Q: 3 clusters Score -2456976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2456980.750000 Penalty: 4947.955078
	Iteration 44Q: 3 clusters Score -2456981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2456982.750000 Penalty: 4947.955078
	Iteration 45Q: 3 clusters Score -2456983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2456984.000000 Penalty: 4947.955078
	Iteration 46Q: 3 clusters Score -2456984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2456980.000000 Penalty: 4947.955078
	Iteration 47Q: 3 clusters Score -2456980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2456982.250000 Penalty: 4947.955078
	Iteration 48Q: 3 clusters Score -2456982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2456983.500000 Penalty: 4947.955078
	Iteration 49Q: 3 clusters Score -2456984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2456983.000000 Penalty: 4947.955078
	Iteration 50Q: 3 clusters Score -2456983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2456981.750000 Penalty: 4947.955078
	Iteration 51Q: 3 clusters Score -2456982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2456985.750000 Penalty: 4947.955078
	Iteration 52Q: 3 clusters Score -2456986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2456986.000000 Penalty: 4947.955078
	Iteration 53Q: 3 clusters Score -2456986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2456990.250000 Penalty: 4947.955078
	Iteration 54Q: 3 clusters Score -2456990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2456989.750000 Penalty: 4947.955078
	Iteration 55Q: 3 clusters Score -2456990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2456986.250000 Penalty: 4947.955078
	Iteration 56Q: 3 clusters Score -2456986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2456986.250000 Penalty: 4947.955078
	Iteration 57F: 3 clusters Score -2456986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Entering Unmasked Estep 
Score: -20690172.000000 Penalty: 2990.763672
	Iteration 0F: 2 clusters Score -2.069017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -20576272.000000 Penalty: 5981.527344
	Iteration 0F: 3 clusters Score -2.057627e+07 nChanged 82824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -20625098.000000 Penalty: 5981.527344
	Iteration 1F: 3 clusters Score -2.06251e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 94141 members 
Entering Unmasked Estep 
Score: -20627038.000000 Penalty: 5981.527344
	Iteration 2Q: 3 clusters Score -2.062704e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -20630034.000000 Penalty: 5981.527344
	Iteration 3Q: 3 clusters Score -2.063003e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 106329 members 
Entering Unmasked Estep 
Score: -20634886.000000 Penalty: 5981.527344
	Iteration 4F: 3 clusters Score -2.063489e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -20642102.000000 Penalty: 5981.527344
	Iteration 5F: 3 clusters Score -2.06421e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -20651676.000000 Penalty: 5981.527344
	Iteration 6F: 3 clusters Score -2.065168e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -20662420.000000 Penalty: 5981.527344
	Iteration 7F: 3 clusters Score -2.066242e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 151345 members 
Entering Unmasked Estep 
Score: -20672494.000000 Penalty: 5981.527344
	Iteration 8F: 3 clusters Score -2.067249e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 160258 members 
Entering Unmasked Estep 
Score: -20679894.000000 Penalty: 5981.527344
	Iteration 9F: 3 clusters Score -2.067989e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 166122 members 
Entering Unmasked Estep 
Score: -20684274.000000 Penalty: 5981.527344
	Iteration 10Q: 3 clusters Score -2.068427e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 169239 members 
Entering Unmasked Estep 
Score: -20686424.000000 Penalty: 5981.527344
	Iteration 11Q: 3 clusters Score -2.068642e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 170708 members 
Entering Unmasked Estep 
Score: -20687314.000000 Penalty: 5981.527344
	Iteration 12Q: 3 clusters Score -2.068731e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 171294 members 
Entering Unmasked Estep 
Score: -20687640.000000 Penalty: 5981.527344
	Iteration 13Q: 3 clusters Score -2.068764e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -20687838.000000 Penalty: 5981.527344
	Iteration 14Q: 3 clusters Score -2.068784e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -20687906.000000 Penalty: 5981.527344
	Iteration 15Q: 3 clusters Score -2.068791e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 171774 members 
Entering Unmasked Estep 
Score: -20687986.000000 Penalty: 5981.527344
	Iteration 16Q: 3 clusters Score -2.068799e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 171813 members 
Entering Unmasked Estep 
Score: -20688054.000000 Penalty: 5981.527344
	Iteration 17Q: 3 clusters Score -2.068805e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 171843 members 
Entering Unmasked Estep 
Score: -20688124.000000 Penalty: 5981.527344
	Iteration 18Q: 3 clusters Score -2.068812e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -20688166.000000 Penalty: 5981.527344
	Iteration 19Q: 3 clusters Score -2.068817e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 171858 members 
Entering Unmasked Estep 
Score: -20688210.000000 Penalty: 5981.527344
	Iteration 20F: 3 clusters Score -2.068821e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -20688266.000000 Penalty: 5981.527344
	Iteration 21Q: 3 clusters Score -2.068827e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -20688284.000000 Penalty: 5981.527344
	Iteration 22Q: 3 clusters Score -2.068828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -20688308.000000 Penalty: 5981.527344
	Iteration 23Q: 3 clusters Score -2.068831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 171874 members 
Entering Unmasked Estep 
Score: -20688308.000000 Penalty: 5981.527344
	Iteration 24Q: 3 clusters Score -2.068831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 171874 members 
Entering Unmasked Estep 
Score: -20688340.000000 Penalty: 5981.527344
	Iteration 25Q: 3 clusters Score -2.068834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 171875 members 
Entering Unmasked Estep 
Score: -20688362.000000 Penalty: 5981.527344
	Iteration 26Q: 3 clusters Score -2.068836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 171871 members 
Entering Unmasked Estep 
Score: -20688356.000000 Penalty: 5981.527344
	Iteration 27Q: 3 clusters Score -2.068836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 171874 members 
Entering Unmasked Estep 
Score: -20688392.000000 Penalty: 5981.527344
	Iteration 28Q: 3 clusters Score -2.068839e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -20688436.000000 Penalty: 5981.527344
	Iteration 29Q: 3 clusters Score -2.068844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 171866 members 
Entering Unmasked Estep 
Score: -20688466.000000 Penalty: 5981.527344
	Iteration 30Q: 3 clusters Score -2.068847e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 171846 members 
Entering Unmasked Estep 
Score: -20688558.000000 Penalty: 5981.527344
	Iteration 31Q: 3 clusters Score -2.068856e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 171831 members 
Entering Unmasked Estep 
Score: -20688620.000000 Penalty: 5981.527344
	Iteration 32Q: 3 clusters Score -2.068862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -20688640.000000 Penalty: 5981.527344
	Iteration 33Q: 3 clusters Score -2.068864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -20688664.000000 Penalty: 5981.527344
	Iteration 34Q: 3 clusters Score -2.068866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 171755 members 
Entering Unmasked Estep 
Score: -20688678.000000 Penalty: 5981.527344
	Iteration 35Q: 3 clusters Score -2.068868e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -20688708.000000 Penalty: 5981.527344
	Iteration 36Q: 3 clusters Score -2.068871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 171702 members 
Entering Unmasked Estep 
Score: -20688740.000000 Penalty: 5981.527344
	Iteration 37Q: 3 clusters Score -2.068874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -20688762.000000 Penalty: 5981.527344
	Iteration 38Q: 3 clusters Score -2.068876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -20688770.000000 Penalty: 5981.527344
	Iteration 39Q: 3 clusters Score -2.068877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -20688772.000000 Penalty: 5981.527344
	Iteration 40F: 3 clusters Score -2.068877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 171637 members 
Entering Unmasked Estep 
Score: -20688782.000000 Penalty: 5981.527344
	Iteration 41Q: 3 clusters Score -2.068878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 171622 members 
Entering Unmasked Estep 
Score: -20688816.000000 Penalty: 5981.527344
	Iteration 42Q: 3 clusters Score -2.068882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 171608 members 
Entering Unmasked Estep 
Score: -20688816.000000 Penalty: 5981.527344
	Iteration 43Q: 3 clusters Score -2.068882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 171597 members 
Entering Unmasked Estep 
Score: -20688814.000000 Penalty: 5981.527344
	Iteration 44Q: 3 clusters Score -2.068881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -20688816.000000 Penalty: 5981.527344
	Iteration 45Q: 3 clusters Score -2.068882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -20688816.000000 Penalty: 5981.527344
	Iteration 46Q: 3 clusters Score -2.068882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -20688828.000000 Penalty: 5981.527344
	Iteration 47Q: 3 clusters Score -2.068883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -20688820.000000 Penalty: 5981.527344
	Iteration 48Q: 3 clusters Score -2.068882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -20688822.000000 Penalty: 5981.527344
	Iteration 49Q: 3 clusters Score -2.068882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -20688834.000000 Penalty: 5981.527344
	Iteration 50Q: 3 clusters Score -2.068883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 171567 members 
Entering Unmasked Estep 
Score: -20688842.000000 Penalty: 5981.527344
	Iteration 51Q: 3 clusters Score -2.068884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -20688832.000000 Penalty: 5981.527344
	Iteration 52Q: 3 clusters Score -2.068883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -20688838.000000 Penalty: 5981.527344
	Iteration 53Q: 3 clusters Score -2.068884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -20688838.000000 Penalty: 5981.527344
	Iteration 54F: 3 clusters Score -2.068884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153611 members 
Entering Unmasked Estep 
Score: -18304538.000000 Penalty: 2961.660400
	Iteration 0F: 2 clusters Score -1.830454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -18201778.000000 Penalty: 5923.320801
	Iteration 0F: 3 clusters Score -1.820178e+07 nChanged 73552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -18244598.000000 Penalty: 5923.320801
	Iteration 1F: 3 clusters Score -1.82446e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -18245716.000000 Penalty: 5923.320801
	Iteration 2Q: 3 clusters Score -1.824572e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -18247350.000000 Penalty: 5923.320801
	Iteration 3Q: 3 clusters Score -1.824735e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -18249166.000000 Penalty: 5923.320801
	Iteration 4Q: 3 clusters Score -1.824917e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -18251672.000000 Penalty: 5923.320801
	Iteration 5Q: 3 clusters Score -1.825167e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -18254250.000000 Penalty: 5923.320801
	Iteration 6Q: 3 clusters Score -1.825425e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -18257426.000000 Penalty: 5923.320801
	Iteration 7Q: 3 clusters Score -1.825743e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -18260254.000000 Penalty: 5923.320801
	Iteration 8Q: 3 clusters Score -1.826025e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -18262726.000000 Penalty: 5923.320801
	Iteration 9Q: 3 clusters Score -1.826273e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -18264556.000000 Penalty: 5923.320801
	Iteration 10Q: 3 clusters Score -1.826456e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -18266042.000000 Penalty: 5923.320801
	Iteration 11Q: 3 clusters Score -1.826604e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -18267364.000000 Penalty: 5923.320801
	Iteration 12Q: 3 clusters Score -1.826736e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
Score: -18268694.000000 Penalty: 5923.320801
	Iteration 13Q: 3 clusters Score -1.826869e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 106041 members 
Entering Unmasked Estep 
Score: -18270156.000000 Penalty: 5923.320801
	Iteration 14Q: 3 clusters Score -1.827016e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -18271920.000000 Penalty: 5923.320801
	Iteration 15Q: 3 clusters Score -1.827192e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -18274404.000000 Penalty: 5923.320801
	Iteration 16Q: 3 clusters Score -1.82744e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -18277690.000000 Penalty: 5923.320801
	Iteration 17Q: 3 clusters Score -1.827769e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -18282168.000000 Penalty: 5923.320801
	Iteration 18Q: 3 clusters Score -1.828217e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -18287572.000000 Penalty: 5923.320801
	Iteration 19Q: 3 clusters Score -1.828757e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 143274 members 
Entering Unmasked Estep 
Score: -18293226.000000 Penalty: 5923.320801
	Iteration 20F: 3 clusters Score -1.829323e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 148176 members 
Entering Unmasked Estep 
Score: -18297902.000000 Penalty: 5923.320801
	Iteration 21Q: 3 clusters Score -1.82979e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 151044 members 
Entering Unmasked Estep 
Score: -18300402.000000 Penalty: 5923.320801
	Iteration 22Q: 3 clusters Score -1.83004e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -18301608.000000 Penalty: 5923.320801
	Iteration 23Q: 3 clusters Score -1.830161e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 152749 members 
Entering Unmasked Estep 
Score: -18301986.000000 Penalty: 5923.320801
	Iteration 24Q: 3 clusters Score -1.830199e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 152889 members 
Entering Unmasked Estep 
Score: -18302164.000000 Penalty: 5923.320801
	Iteration 25Q: 3 clusters Score -1.830216e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -18302242.000000 Penalty: 5923.320801
	Iteration 26Q: 3 clusters Score -1.830224e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -18302322.000000 Penalty: 5923.320801
	Iteration 27Q: 3 clusters Score -1.830232e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 152993 members 
Entering Unmasked Estep 
Score: -18302366.000000 Penalty: 5923.320801
	Iteration 28Q: 3 clusters Score -1.830237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 152999 members 
Entering Unmasked Estep 
Score: -18302370.000000 Penalty: 5923.320801
	Iteration 29Q: 3 clusters Score -1.830237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -18302388.000000 Penalty: 5923.320801
	Iteration 30Q: 3 clusters Score -1.830239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -18302406.000000 Penalty: 5923.320801
	Iteration 31Q: 3 clusters Score -1.830241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -18302428.000000 Penalty: 5923.320801
	Iteration 32Q: 3 clusters Score -1.830243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -18302420.000000 Penalty: 5923.320801
	Iteration 33Q: 3 clusters Score -1.830242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -18302418.000000 Penalty: 5923.320801
	Iteration 34Q: 3 clusters Score -1.830242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 153041 members 
Entering Unmasked Estep 
Score: -18302422.000000 Penalty: 5923.320801
	Iteration 35Q: 3 clusters Score -1.830242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -18302420.000000 Penalty: 5923.320801
	Iteration 36Q: 3 clusters Score -1.830242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -18302422.000000 Penalty: 5923.320801
	Iteration 37Q: 3 clusters Score -1.830242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 153043 members 
Entering Unmasked Estep 
Score: -18302428.000000 Penalty: 5923.320801
	Iteration 38Q: 3 clusters Score -1.830243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 153043 members 
Entering Unmasked Estep 
Score: -18302428.000000 Penalty: 5923.320801
	Iteration 39F: 3 clusters Score -1.830243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -926462.750000 Penalty: 2228.266113
	Iteration 0F: 2 clusters Score -926462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -919978.125000 Penalty: 4456.532227
	Iteration 0F: 3 clusters Score -919978.1 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -921779.000000 Penalty: 4456.532227
	Iteration 1F: 3 clusters Score -921779 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -922068.312500 Penalty: 4456.532227
	Iteration 2F: 3 clusters Score -922068.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -922293.125000 Penalty: 4456.532227
	Iteration 3F: 3 clusters Score -922293.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -922453.062500 Penalty: 4456.532227
	Iteration 4Q: 3 clusters Score -922453.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -922593.625000 Penalty: 4456.532227
	Iteration 5Q: 3 clusters Score -922593.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -922713.812500 Penalty: 4456.532227
	Iteration 6Q: 3 clusters Score -922713.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -922810.625000 Penalty: 4456.532227
	Iteration 7Q: 3 clusters Score -922810.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -922915.312500 Penalty: 4456.532227
	Iteration 8Q: 3 clusters Score -922915.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -923028.875000 Penalty: 4456.532227
	Iteration 9Q: 3 clusters Score -923028.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -923137.312500 Penalty: 4456.532227
	Iteration 10Q: 3 clusters Score -923137.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -923232.875000 Penalty: 4456.532227
	Iteration 11Q: 3 clusters Score -923232.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -923334.937500 Penalty: 4456.532227
	Iteration 12Q: 3 clusters Score -923334.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -923428.125000 Penalty: 4456.532227
	Iteration 13Q: 3 clusters Score -923428.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -923521.625000 Penalty: 4456.532227
	Iteration 14Q: 3 clusters Score -923521.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -923606.875000 Penalty: 4456.532227
	Iteration 15Q: 3 clusters Score -923606.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -923696.437500 Penalty: 4456.532227
	Iteration 16Q: 3 clusters Score -923696.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -923802.125000 Penalty: 4456.532227
	Iteration 17Q: 3 clusters Score -923802.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -923909.687500 Penalty: 4456.532227
	Iteration 18Q: 3 clusters Score -923909.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -924013.750000 Penalty: 4456.532227
	Iteration 19Q: 3 clusters Score -924013.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -924100.812500 Penalty: 4456.532227
	Iteration 20F: 3 clusters Score -924100.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -924167.250000 Penalty: 4456.532227
	Iteration 21Q: 3 clusters Score -924167.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -924216.250000 Penalty: 4456.532227
	Iteration 22Q: 3 clusters Score -924216.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -924258.437500 Penalty: 4456.532227
	Iteration 23Q: 3 clusters Score -924258.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -924296.312500 Penalty: 4456.532227
	Iteration 24Q: 3 clusters Score -924296.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -924334.250000 Penalty: 4456.532227
	Iteration 25Q: 3 clusters Score -924334.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -924364.937500 Penalty: 4456.532227
	Iteration 26Q: 3 clusters Score -924364.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -924389.062500 Penalty: 4456.532227
	Iteration 27Q: 3 clusters Score -924389.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -924410.062500 Penalty: 4456.532227
	Iteration 28Q: 3 clusters Score -924410.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -924439.875000 Penalty: 4456.532227
	Iteration 29Q: 3 clusters Score -924439.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -924464.750000 Penalty: 4456.532227
	Iteration 30Q: 3 clusters Score -924464.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -924483.437500 Penalty: 4456.532227
	Iteration 31Q: 3 clusters Score -924483.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -924501.500000 Penalty: 4456.532227
	Iteration 32Q: 3 clusters Score -924501.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -924519.000000 Penalty: 4456.532227
	Iteration 33Q: 3 clusters Score -924519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -924536.937500 Penalty: 4456.532227
	Iteration 34Q: 3 clusters Score -924536.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -924552.562500 Penalty: 4456.532227
	Iteration 35Q: 3 clusters Score -924552.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -924565.562500 Penalty: 4456.532227
	Iteration 36Q: 3 clusters Score -924565.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -924576.562500 Penalty: 4456.532227
	Iteration 37Q: 3 clusters Score -924576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -924584.187500 Penalty: 4456.532227
	Iteration 38Q: 3 clusters Score -924584.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -924588.500000 Penalty: 4456.532227
	Iteration 39Q: 3 clusters Score -924588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -924599.687500 Penalty: 4456.532227
	Iteration 40F: 3 clusters Score -924599.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -924605.687500 Penalty: 4456.532227
	Iteration 41Q: 3 clusters Score -924605.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -924607.125000 Penalty: 4456.532227
	Iteration 42Q: 3 clusters Score -924607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -924612.375000 Penalty: 4456.532227
	Iteration 43Q: 3 clusters Score -924612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -924614.812500 Penalty: 4456.532227
	Iteration 44Q: 3 clusters Score -924614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -924617.062500 Penalty: 4456.532227
	Iteration 45Q: 3 clusters Score -924617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -924618.187500 Penalty: 4456.532227
	Iteration 46Q: 3 clusters Score -924618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -924618.062500 Penalty: 4456.532227
	Iteration 47Q: 3 clusters Score -924618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -924618.062500 Penalty: 4456.532227
	Iteration 48F: 3 clusters Score -924618.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Entering Unmasked Estep 
Score: -5507115.000000 Penalty: 2667.204346
	Iteration 0F: 2 clusters Score -5507115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5475546.500000 Penalty: 5334.408691
	Iteration 0F: 3 clusters Score -5475546 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5487467.500000 Penalty: 5334.408691
	Iteration 1F: 3 clusters Score -5487468 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -5488190.500000 Penalty: 5334.408691
	Iteration 2Q: 3 clusters Score -5488190 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -5488979.500000 Penalty: 5334.408691
	Iteration 3Q: 3 clusters Score -5488980 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5490117.500000 Penalty: 5334.408691
	Iteration 4F: 3 clusters Score -5490118 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -5491609.500000 Penalty: 5334.408691
	Iteration 5F: 3 clusters Score -5491610 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5493379.500000 Penalty: 5334.408691
	Iteration 6F: 3 clusters Score -5493380 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5495387.500000 Penalty: 5334.408691
	Iteration 7F: 3 clusters Score -5495388 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5497443.500000 Penalty: 5334.408691
	Iteration 8F: 3 clusters Score -5497444 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5499361.500000 Penalty: 5334.408691
	Iteration 9F: 3 clusters Score -5499362 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5501077.000000 Penalty: 5334.408691
	Iteration 10Q: 3 clusters Score -5501077 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5502515.000000 Penalty: 5334.408691
	Iteration 11Q: 3 clusters Score -5502515 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -5503503.500000 Penalty: 5334.408691
	Iteration 12Q: 3 clusters Score -5503504 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5504112.000000 Penalty: 5334.408691
	Iteration 13Q: 3 clusters Score -5504112 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5504409.500000 Penalty: 5334.408691
	Iteration 14Q: 3 clusters Score -5504410 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5504594.500000 Penalty: 5334.408691
	Iteration 15Q: 3 clusters Score -5504594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -5504667.000000 Penalty: 5334.408691
	Iteration 16Q: 3 clusters Score -5504667 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -5504719.500000 Penalty: 5334.408691
	Iteration 17Q: 3 clusters Score -5504720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -5504754.500000 Penalty: 5334.408691
	Iteration 18Q: 3 clusters Score -5504754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -5504777.000000 Penalty: 5334.408691
	Iteration 19Q: 3 clusters Score -5504777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -5504791.000000 Penalty: 5334.408691
	Iteration 20F: 3 clusters Score -5504791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5504791.500000 Penalty: 5334.408691
	Iteration 21Q: 3 clusters Score -5504792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -5504800.500000 Penalty: 5334.408691
	Iteration 22Q: 3 clusters Score -5504800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -5504808.000000 Penalty: 5334.408691
	Iteration 23Q: 3 clusters Score -5504808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -5504815.000000 Penalty: 5334.408691
	Iteration 24Q: 3 clusters Score -5504815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5504815.500000 Penalty: 5334.408691
	Iteration 25Q: 3 clusters Score -5504816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -5504830.000000 Penalty: 5334.408691
	Iteration 26Q: 3 clusters Score -5504830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -5504833.500000 Penalty: 5334.408691
	Iteration 27Q: 3 clusters Score -5504834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -5504842.000000 Penalty: 5334.408691
	Iteration 28Q: 3 clusters Score -5504842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5504843.000000 Penalty: 5334.408691
	Iteration 29Q: 3 clusters Score -5504843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -5504846.500000 Penalty: 5334.408691
	Iteration 30Q: 3 clusters Score -5504846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -5504846.500000 Penalty: 5334.408691
	Iteration 31F: 3 clusters Score -5504846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -42795.992188 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -42795.99 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 247 members 
Entering Unmasked Estep 
Score: -41412.105469 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -41412.11 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41759.816406 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -41759.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42370.535156 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -42370.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43201.617188 Penalty: 3030.186768
	Iteration 3F: 3 clusters Score -43201.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43693.417969 Penalty: 3030.186768
	Iteration 4F: 3 clusters Score -43693.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43776.269531 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -43776.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43821.687500 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -43821.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43832.730469 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -43832.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43832.730469 Penalty: 3030.186768
	Iteration 8F: 3 clusters Score -43832.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 3 contains 172738 members 
Mstep: Class 4 contains 153611 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 162892 members 
Mstep: Class 9 contains 119056 members 
Mstep: Class 10 contains 93149 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 79846 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 49661 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 56831 members 
Mstep: Class 18 contains 81583 members 
Mstep: Class 19 contains 232285 members 
Mstep: Class 20 contains 10690 members 
Mstep: Class 21 contains 22222 members 
Mstep: Class 22 contains 25200 members 
Mstep: Class 23 contains 21042 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 9946 members 
Mstep: Class 30 contains 10459 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 106492 members 
Mstep: Class 34 contains 19148 members 
Mstep: Class 35 contains 131 members 
Entering Unmasked Estep 
Score: -205577456.000000 Penalty: 124948.460938
Splitting cluster 7 changes total score from -205578336.000000 to -205577456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (162892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162892 members 
Entering Unmasked Estep 
Score: -19539024.000000 Penalty: 2976.208984
	Iteration 0F: 2 clusters Score -1.953902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -19430976.000000 Penalty: 5952.417969
	Iteration 0F: 3 clusters Score -1.943098e+07 nChanged 78130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -19476934.000000 Penalty: 5952.417969
	Iteration 1F: 3 clusters Score -1.947693e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -19478214.000000 Penalty: 5952.417969
	Iteration 2Q: 3 clusters Score -1.947821e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -19479858.000000 Penalty: 5952.417969
	Iteration 3Q: 3 clusters Score -1.947986e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -19482152.000000 Penalty: 5952.417969
	Iteration 4Q: 3 clusters Score -1.948215e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -19485582.000000 Penalty: 5952.417969
	Iteration 5Q: 3 clusters Score -1.948558e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -19490218.000000 Penalty: 5952.417969
	Iteration 6F: 3 clusters Score -1.949022e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -19496440.000000 Penalty: 5952.417969
	Iteration 7F: 3 clusters Score -1.949644e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 115275 members 
Entering Unmasked Estep 
Score: -19503884.000000 Penalty: 5952.417969
	Iteration 8F: 3 clusters Score -1.950388e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -19512046.000000 Penalty: 5952.417969
	Iteration 9F: 3 clusters Score -1.951205e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -19520146.000000 Penalty: 5952.417969
	Iteration 10Q: 3 clusters Score -1.952015e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -19525892.000000 Penalty: 5952.417969
	Iteration 11Q: 3 clusters Score -1.952589e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 134420 members 
Entering Unmasked Estep 
Score: -19528598.000000 Penalty: 5952.417969
	Iteration 12Q: 3 clusters Score -1.95286e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 136019 members 
Entering Unmasked Estep 
Score: -19529854.000000 Penalty: 5952.417969
	Iteration 13Q: 3 clusters Score -1.952985e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -19530652.000000 Penalty: 5952.417969
	Iteration 14Q: 3 clusters Score -1.953065e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 138656 members 
Entering Unmasked Estep 
Score: -19531424.000000 Penalty: 5952.417969
	Iteration 15Q: 3 clusters Score -1.953142e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 139833 members 
Entering Unmasked Estep 
Score: -19531882.000000 Penalty: 5952.417969
	Iteration 16Q: 3 clusters Score -1.953188e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -19532190.000000 Penalty: 5952.417969
	Iteration 17Q: 3 clusters Score -1.953219e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -19532528.000000 Penalty: 5952.417969
	Iteration 18Q: 3 clusters Score -1.953253e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -19532838.000000 Penalty: 5952.417969
	Iteration 19Q: 3 clusters Score -1.953284e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 144015 members 
Entering Unmasked Estep 
Score: -19533346.000000 Penalty: 5952.417969
	Iteration 20F: 3 clusters Score -1.953335e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -19533634.000000 Penalty: 5952.417969
	Iteration 21Q: 3 clusters Score -1.953363e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 146003 members 
Entering Unmasked Estep 
Score: -19533886.000000 Penalty: 5952.417969
	Iteration 22Q: 3 clusters Score -1.953389e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 146994 members 
Entering Unmasked Estep 
Score: -19534166.000000 Penalty: 5952.417969
	Iteration 23Q: 3 clusters Score -1.953417e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 147933 members 
Entering Unmasked Estep 
Score: -19534400.000000 Penalty: 5952.417969
	Iteration 24Q: 3 clusters Score -1.95344e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 148888 members 
Entering Unmasked Estep 
Score: -19534670.000000 Penalty: 5952.417969
	Iteration 25Q: 3 clusters Score -1.953467e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -19534916.000000 Penalty: 5952.417969
	Iteration 26Q: 3 clusters Score -1.953492e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 150590 members 
Entering Unmasked Estep 
Score: -19535092.000000 Penalty: 5952.417969
	Iteration 27Q: 3 clusters Score -1.953509e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 151349 members 
Entering Unmasked Estep 
Score: -19535272.000000 Penalty: 5952.417969
	Iteration 28Q: 3 clusters Score -1.953527e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 152091 members 
Entering Unmasked Estep 
Score: -19535414.000000 Penalty: 5952.417969
	Iteration 29Q: 3 clusters Score -1.953541e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -19535476.000000 Penalty: 5952.417969
	Iteration 30Q: 3 clusters Score -1.953548e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -19535520.000000 Penalty: 5952.417969
	Iteration 31Q: 3 clusters Score -1.953552e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 154082 members 
Entering Unmasked Estep 
Score: -19535574.000000 Penalty: 5952.417969
	Iteration 32Q: 3 clusters Score -1.953557e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 154691 members 
Entering Unmasked Estep 
Score: -19535736.000000 Penalty: 5952.417969
	Iteration 33Q: 3 clusters Score -1.953574e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
Score: -19535772.000000 Penalty: 5952.417969
	Iteration 34Q: 3 clusters Score -1.953577e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 155850 members 
Entering Unmasked Estep 
Score: -19535960.000000 Penalty: 5952.417969
	Iteration 35Q: 3 clusters Score -1.953596e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -19536016.000000 Penalty: 5952.417969
	Iteration 36Q: 3 clusters Score -1.953602e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 156871 members 
Entering Unmasked Estep 
Score: -19536072.000000 Penalty: 5952.417969
	Iteration 37Q: 3 clusters Score -1.953607e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -19536218.000000 Penalty: 5952.417969
	Iteration 38Q: 3 clusters Score -1.953622e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 157669 members 
Entering Unmasked Estep 
Score: -19536258.000000 Penalty: 5952.417969
	Iteration 39Q: 3 clusters Score -1.953626e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 158035 members 
Entering Unmasked Estep 
Score: -19536318.000000 Penalty: 5952.417969
	Iteration 40F: 3 clusters Score -1.953632e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -19536358.000000 Penalty: 5952.417969
	Iteration 41Q: 3 clusters Score -1.953636e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 158704 members 
Entering Unmasked Estep 
Score: -19536392.000000 Penalty: 5952.417969
	Iteration 42Q: 3 clusters Score -1.953639e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -19536408.000000 Penalty: 5952.417969
	Iteration 43Q: 3 clusters Score -1.953641e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 159269 members 
Entering Unmasked Estep 
Score: -19536486.000000 Penalty: 5952.417969
	Iteration 44Q: 3 clusters Score -1.953649e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 159541 members 
Entering Unmasked Estep 
Score: -19536492.000000 Penalty: 5952.417969
	Iteration 45Q: 3 clusters Score -1.953649e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 159785 members 
Entering Unmasked Estep 
Score: -19536530.000000 Penalty: 5952.417969
	Iteration 46Q: 3 clusters Score -1.953653e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -19536550.000000 Penalty: 5952.417969
	Iteration 47Q: 3 clusters Score -1.953655e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 160180 members 
Entering Unmasked Estep 
Score: -19536558.000000 Penalty: 5952.417969
	Iteration 48Q: 3 clusters Score -1.953656e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 160339 members 
Entering Unmasked Estep 
Score: -19536600.000000 Penalty: 5952.417969
	Iteration 49Q: 3 clusters Score -1.95366e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -19536602.000000 Penalty: 5952.417969
	Iteration 50Q: 3 clusters Score -1.95366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 160608 members 
Entering Unmasked Estep 
Score: -19536638.000000 Penalty: 5952.417969
	Iteration 51Q: 3 clusters Score -1.953664e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 160713 members 
Entering Unmasked Estep 
Score: -19536634.000000 Penalty: 5952.417969
	Iteration 52Q: 3 clusters Score -1.953663e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 160801 members 
Entering Unmasked Estep 
Score: -19536660.000000 Penalty: 5952.417969
	Iteration 53Q: 3 clusters Score -1.953666e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 160880 members 
Entering Unmasked Estep 
Score: -19536670.000000 Penalty: 5952.417969
	Iteration 54Q: 3 clusters Score -1.953667e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 160959 members 
Entering Unmasked Estep 
Score: -19536656.000000 Penalty: 5952.417969
	Iteration 55Q: 3 clusters Score -1.953666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 161035 members 
Entering Unmasked Estep 
Score: -19536662.000000 Penalty: 5952.417969
	Iteration 56Q: 3 clusters Score -1.953666e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 161102 members 
Entering Unmasked Estep 
Score: -19536706.000000 Penalty: 5952.417969
	Iteration 57Q: 3 clusters Score -1.953671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -19536696.000000 Penalty: 5952.417969
	Iteration 58Q: 3 clusters Score -1.95367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 161193 members 
Entering Unmasked Estep 
Score: -19536694.000000 Penalty: 5952.417969
	Iteration 59Q: 3 clusters Score -1.953669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 161225 members 
Entering Unmasked Estep 
Score: -19536678.000000 Penalty: 5952.417969
	Iteration 60F: 3 clusters Score -1.953668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -19536660.000000 Penalty: 5952.417969
	Iteration 61Q: 3 clusters Score -1.953666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -19536658.000000 Penalty: 5952.417969
	Iteration 62Q: 3 clusters Score -1.953666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -19536650.000000 Penalty: 5952.417969
	Iteration 63Q: 3 clusters Score -1.953665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -19536658.000000 Penalty: 5952.417969
	Iteration 64Q: 3 clusters Score -1.953666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 161329 members 
Entering Unmasked Estep 
Score: -19536680.000000 Penalty: 5952.417969
	Iteration 65Q: 3 clusters Score -1.953668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 161341 members 
Entering Unmasked Estep 
Score: -19536666.000000 Penalty: 5952.417969
	Iteration 66Q: 3 clusters Score -1.953667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -19536680.000000 Penalty: 5952.417969
	Iteration 67Q: 3 clusters Score -1.953668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -19536666.000000 Penalty: 5952.417969
	Iteration 68Q: 3 clusters Score -1.953667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -19536682.000000 Penalty: 5952.417969
	Iteration 69Q: 3 clusters Score -1.953668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 161388 members 
Entering Unmasked Estep 
Score: -19536670.000000 Penalty: 5952.417969
	Iteration 70Q: 3 clusters Score -1.953667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 161404 members 
Entering Unmasked Estep 
Score: -19536662.000000 Penalty: 5952.417969
	Iteration 71Q: 3 clusters Score -1.953666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -19536668.000000 Penalty: 5952.417969
	Iteration 72Q: 3 clusters Score -1.953667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -19536690.000000 Penalty: 5952.417969
	Iteration 73Q: 3 clusters Score -1.953669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -19536672.000000 Penalty: 5952.417969
	Iteration 74Q: 3 clusters Score -1.953667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 161459 members 
Entering Unmasked Estep 
Score: -19536700.000000 Penalty: 5952.417969
	Iteration 75Q: 3 clusters Score -1.95367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 161472 members 
Entering Unmasked Estep 
Score: -19536706.000000 Penalty: 5952.417969
	Iteration 76Q: 3 clusters Score -1.953671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -19536706.000000 Penalty: 5952.417969
	Iteration 77Q: 3 clusters Score -1.953671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 161501 members 
Entering Unmasked Estep 
Score: -19536698.000000 Penalty: 5952.417969
	Iteration 78Q: 3 clusters Score -1.95367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 161515 members 
Entering Unmasked Estep 
Score: -19536706.000000 Penalty: 5952.417969
	Iteration 79Q: 3 clusters Score -1.953671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 161523 members 
Entering Unmasked Estep 
Score: -19536690.000000 Penalty: 5952.417969
	Iteration 80F: 3 clusters Score -1.953669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -19536694.000000 Penalty: 5952.417969
	Iteration 81Q: 3 clusters Score -1.953669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -19536688.000000 Penalty: 5952.417969
	Iteration 82Q: 3 clusters Score -1.953669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 161538 members 
Entering Unmasked Estep 
Score: -19536694.000000 Penalty: 5952.417969
	Iteration 83Q: 3 clusters Score -1.953669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 161541 members 
Entering Unmasked Estep 
Score: -19536698.000000 Penalty: 5952.417969
	Iteration 84Q: 3 clusters Score -1.95367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 161546 members 
Entering Unmasked Estep 
Score: -19536694.000000 Penalty: 5952.417969
	Iteration 85Q: 3 clusters Score -1.953669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -19536720.000000 Penalty: 5952.417969
	Iteration 86Q: 3 clusters Score -1.953672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 161566 members 
Entering Unmasked Estep 
Score: -19536716.000000 Penalty: 5952.417969
	Iteration 87Q: 3 clusters Score -1.953672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 161576 members 
Entering Unmasked Estep 
Score: -19536732.000000 Penalty: 5952.417969
	Iteration 88Q: 3 clusters Score -1.953673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -19536730.000000 Penalty: 5952.417969
	Iteration 89Q: 3 clusters Score -1.953673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -19536718.000000 Penalty: 5952.417969
	Iteration 90Q: 3 clusters Score -1.953672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -19536714.000000 Penalty: 5952.417969
	Iteration 91Q: 3 clusters Score -1.953671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 161587 members 
Entering Unmasked Estep 
Score: -19536718.000000 Penalty: 5952.417969
	Iteration 92Q: 3 clusters Score -1.953672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 161589 members 
Entering Unmasked Estep 
Score: -19536726.000000 Penalty: 5952.417969
	Iteration 93Q: 3 clusters Score -1.953673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 161589 members 
Entering Unmasked Estep 
Score: -19536724.000000 Penalty: 5952.417969
	Iteration 94Q: 3 clusters Score -1.953672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 161592 members 
Entering Unmasked Estep 
Score: -19536720.000000 Penalty: 5952.417969
	Iteration 95Q: 3 clusters Score -1.953672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 161597 members 
Entering Unmasked Estep 
Score: -19536738.000000 Penalty: 5952.417969
	Iteration 96Q: 3 clusters Score -1.953674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -19536726.000000 Penalty: 5952.417969
	Iteration 97Q: 3 clusters Score -1.953673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -19536720.000000 Penalty: 5952.417969
	Iteration 98Q: 3 clusters Score -1.953672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 161611 members 
Entering Unmasked Estep 
Score: -19536728.000000 Penalty: 5952.417969
	Iteration 99Q: 3 clusters Score -1.953673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 161614 members 
Entering Unmasked Estep 
Score: -19536714.000000 Penalty: 5952.417969
	Iteration 100F: 3 clusters Score -1.953671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 161618 members 
Entering Unmasked Estep 
Score: -19536730.000000 Penalty: 5952.417969
	Iteration 101Q: 3 clusters Score -1.953673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -19536724.000000 Penalty: 5952.417969
	Iteration 102Q: 3 clusters Score -1.953672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 161627 members 
Entering Unmasked Estep 
Score: -19536728.000000 Penalty: 5952.417969
	Iteration 103Q: 3 clusters Score -1.953673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 161632 members 
Entering Unmasked Estep 
Score: -19536732.000000 Penalty: 5952.417969
	Iteration 104Q: 3 clusters Score -1.953673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -19536734.000000 Penalty: 5952.417969
	Iteration 105Q: 3 clusters Score -1.953673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 161643 members 
Entering Unmasked Estep 
Score: -19536744.000000 Penalty: 5952.417969
	Iteration 106Q: 3 clusters Score -1.953674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -19536740.000000 Penalty: 5952.417969
	Iteration 107Q: 3 clusters Score -1.953674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 161650 members 
Entering Unmasked Estep 
Score: -19536736.000000 Penalty: 5952.417969
	Iteration 108Q: 3 clusters Score -1.953674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -19536728.000000 Penalty: 5952.417969
	Iteration 109Q: 3 clusters Score -1.953673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 161659 members 
Entering Unmasked Estep 
Score: -19536738.000000 Penalty: 5952.417969
	Iteration 110Q: 3 clusters Score -1.953674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 161664 members 
Entering Unmasked Estep 
Score: -19536738.000000 Penalty: 5952.417969
	Iteration 111Q: 3 clusters Score -1.953674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 161672 members 
Entering Unmasked Estep 
Score: -19536752.000000 Penalty: 5952.417969
	Iteration 112Q: 3 clusters Score -1.953675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -19536748.000000 Penalty: 5952.417969
	Iteration 113Q: 3 clusters Score -1.953675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -19536746.000000 Penalty: 5952.417969
	Iteration 114Q: 3 clusters Score -1.953675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -19536750.000000 Penalty: 5952.417969
	Iteration 115Q: 3 clusters Score -1.953675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -19536760.000000 Penalty: 5952.417969
	Iteration 116Q: 3 clusters Score -1.953676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -19536748.000000 Penalty: 5952.417969
	Iteration 117Q: 3 clusters Score -1.953675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 161696 members 
Entering Unmasked Estep 
Score: -19536760.000000 Penalty: 5952.417969
	Iteration 118Q: 3 clusters Score -1.953676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 161704 members 
Entering Unmasked Estep 
Score: -19536774.000000 Penalty: 5952.417969
	Iteration 119Q: 3 clusters Score -1.953677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -19536768.000000 Penalty: 5952.417969
	Iteration 120F: 3 clusters Score -1.953677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -19536782.000000 Penalty: 5952.417969
	Iteration 121Q: 3 clusters Score -1.953678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 161723 members 
Entering Unmasked Estep 
Score: -19536772.000000 Penalty: 5952.417969
	Iteration 122Q: 3 clusters Score -1.953677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -19536778.000000 Penalty: 5952.417969
	Iteration 123Q: 3 clusters Score -1.953678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 161729 members 
Entering Unmasked Estep 
Score: -19536766.000000 Penalty: 5952.417969
	Iteration 124Q: 3 clusters Score -1.953677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -19536774.000000 Penalty: 5952.417969
	Iteration 125Q: 3 clusters Score -1.953677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -19536780.000000 Penalty: 5952.417969
	Iteration 126Q: 3 clusters Score -1.953678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -19536766.000000 Penalty: 5952.417969
	Iteration 127Q: 3 clusters Score -1.953677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -19536770.000000 Penalty: 5952.417969
	Iteration 128Q: 3 clusters Score -1.953677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 161739 members 
Entering Unmasked Estep 
Score: -19536774.000000 Penalty: 5952.417969
	Iteration 129Q: 3 clusters Score -1.953677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -19536772.000000 Penalty: 5952.417969
	Iteration 130Q: 3 clusters Score -1.953677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -19536766.000000 Penalty: 5952.417969
	Iteration 131Q: 3 clusters Score -1.953677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -19536768.000000 Penalty: 5952.417969
	Iteration 132Q: 3 clusters Score -1.953677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 161747 members 
Entering Unmasked Estep 
Score: -19536764.000000 Penalty: 5952.417969
	Iteration 133Q: 3 clusters Score -1.953676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -19536756.000000 Penalty: 5952.417969
	Iteration 134Q: 3 clusters Score -1.953676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 161750 members 
Entering Unmasked Estep 
Score: -19536766.000000 Penalty: 5952.417969
	Iteration 135Q: 3 clusters Score -1.953677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 161753 members 
Entering Unmasked Estep 
Score: -19536758.000000 Penalty: 5952.417969
	Iteration 136Q: 3 clusters Score -1.953676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -19536760.000000 Penalty: 5952.417969
	Iteration 137Q: 3 clusters Score -1.953676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 161757 members 
Entering Unmasked Estep 
Score: -19536758.000000 Penalty: 5952.417969
	Iteration 138Q: 3 clusters Score -1.953676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 161758 members 
Entering Unmasked Estep 
Score: -19536768.000000 Penalty: 5952.417969
	Iteration 139Q: 3 clusters Score -1.953677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 161758 members 
Entering Unmasked Estep 
Score: -19536768.000000 Penalty: 5952.417969
	Iteration 140F: 3 clusters Score -1.953677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (119056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Entering Unmasked Estep 
Score: -14227074.000000 Penalty: 2898.462646
	Iteration 0F: 2 clusters Score -1.422707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -14147565.000000 Penalty: 5796.925293
	Iteration 0F: 3 clusters Score -1.414756e+07 nChanged 56500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -14179992.000000 Penalty: 5796.925293
	Iteration 1F: 3 clusters Score -1.417999e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -14180906.000000 Penalty: 5796.925293
	Iteration 2Q: 3 clusters Score -1.418091e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -14181760.000000 Penalty: 5796.925293
	Iteration 3Q: 3 clusters Score -1.418176e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -14182790.000000 Penalty: 5796.925293
	Iteration 4Q: 3 clusters Score -1.418279e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -14184112.000000 Penalty: 5796.925293
	Iteration 5Q: 3 clusters Score -1.418411e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -14186050.000000 Penalty: 5796.925293
	Iteration 6Q: 3 clusters Score -1.418605e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -14189253.000000 Penalty: 5796.925293
	Iteration 7F: 3 clusters Score -1.418925e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -14193906.000000 Penalty: 5796.925293
	Iteration 8F: 3 clusters Score -1.419391e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -14199944.000000 Penalty: 5796.925293
	Iteration 9F: 3 clusters Score -1.419994e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -14206654.000000 Penalty: 5796.925293
	Iteration 10F: 3 clusters Score -1.420665e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -14212428.000000 Penalty: 5796.925293
	Iteration 11F: 3 clusters Score -1.421243e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -14216747.000000 Penalty: 5796.925293
	Iteration 12Q: 3 clusters Score -1.421675e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -14219711.000000 Penalty: 5796.925293
	Iteration 13Q: 3 clusters Score -1.421971e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -14221677.000000 Penalty: 5796.925293
	Iteration 14Q: 3 clusters Score -1.422168e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115311 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -14222984.000000 Penalty: 5796.925293
	Iteration 15Q: 3 clusters Score -1.422298e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -14223749.000000 Penalty: 5796.925293
	Iteration 16Q: 3 clusters Score -1.422375e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -14224231.000000 Penalty: 5796.925293
	Iteration 17Q: 3 clusters Score -1.422423e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -14224506.000000 Penalty: 5796.925293
	Iteration 18Q: 3 clusters Score -1.422451e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -14224682.000000 Penalty: 5796.925293
	Iteration 19Q: 3 clusters Score -1.422468e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117559 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14224767.000000 Penalty: 5796.925293
	Iteration 20F: 3 clusters Score -1.422477e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14224826.000000 Penalty: 5796.925293
	Iteration 21Q: 3 clusters Score -1.422483e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117728 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14224896.000000 Penalty: 5796.925293
	Iteration 22Q: 3 clusters Score -1.42249e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14224934.000000 Penalty: 5796.925293
	Iteration 23Q: 3 clusters Score -1.422493e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14224963.000000 Penalty: 5796.925293
	Iteration 24Q: 3 clusters Score -1.422496e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14224997.000000 Penalty: 5796.925293
	Iteration 25Q: 3 clusters Score -1.4225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117844 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -14225001.000000 Penalty: 5796.925293
	Iteration 26Q: 3 clusters Score -1.4225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -14225052.000000 Penalty: 5796.925293
	Iteration 27Q: 3 clusters Score -1.422505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14225054.000000 Penalty: 5796.925293
	Iteration 28Q: 3 clusters Score -1.422505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117867 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14225065.000000 Penalty: 5796.925293
	Iteration 29Q: 3 clusters Score -1.422506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14225054.000000 Penalty: 5796.925293
	Iteration 30Q: 3 clusters Score -1.422505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14225060.000000 Penalty: 5796.925293
	Iteration 31Q: 3 clusters Score -1.422506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14225057.000000 Penalty: 5796.925293
	Iteration 32Q: 3 clusters Score -1.422506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -14225070.000000 Penalty: 5796.925293
	Iteration 33Q: 3 clusters Score -1.422507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14225072.000000 Penalty: 5796.925293
	Iteration 34Q: 3 clusters Score -1.422507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -14225067.000000 Penalty: 5796.925293
	Iteration 35Q: 3 clusters Score -1.422507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14225075.000000 Penalty: 5796.925293
	Iteration 36Q: 3 clusters Score -1.422508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -14225066.000000 Penalty: 5796.925293
	Iteration 37Q: 3 clusters Score -1.422507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14225077.000000 Penalty: 5796.925293
	Iteration 38Q: 3 clusters Score -1.422508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117898 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -14225087.000000 Penalty: 5796.925293
	Iteration 39Q: 3 clusters Score -1.422509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117901 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -14225092.000000 Penalty: 5796.925293
	Iteration 40F: 3 clusters Score -1.422509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117903 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14225089.000000 Penalty: 5796.925293
	Iteration 41Q: 3 clusters Score -1.422509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14225090.000000 Penalty: 5796.925293
	Iteration 42Q: 3 clusters Score -1.422509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14225090.000000 Penalty: 5796.925293
	Iteration 43Q: 3 clusters Score -1.422509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14225090.000000 Penalty: 5796.925293
	Iteration 44Q: 3 clusters Score -1.422509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14225098.000000 Penalty: 5796.925293
	Iteration 45Q: 3 clusters Score -1.42251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -14225097.000000 Penalty: 5796.925293
	Iteration 46Q: 3 clusters Score -1.42251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14225092.000000 Penalty: 5796.925293
	Iteration 47Q: 3 clusters Score -1.422509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117928 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14225092.000000 Penalty: 5796.925293
	Iteration 48Q: 3 clusters Score -1.422509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14225100.000000 Penalty: 5796.925293
	Iteration 49Q: 3 clusters Score -1.42251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14225100.000000 Penalty: 5796.925293
	Iteration 50Q: 3 clusters Score -1.42251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14225101.000000 Penalty: 5796.925293
	Iteration 51Q: 3 clusters Score -1.42251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117928 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14225092.000000 Penalty: 5796.925293
	Iteration 52Q: 3 clusters Score -1.422509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14225093.000000 Penalty: 5796.925293
	Iteration 53Q: 3 clusters Score -1.422509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14225091.000000 Penalty: 5796.925293
	Iteration 54Q: 3 clusters Score -1.422509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14225095.000000 Penalty: 5796.925293
	Iteration 55Q: 3 clusters Score -1.42251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14225091.000000 Penalty: 5796.925293
	Iteration 56Q: 3 clusters Score -1.422509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14225089.000000 Penalty: 5796.925293
	Iteration 57Q: 3 clusters Score -1.422509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14225086.000000 Penalty: 5796.925293
	Iteration 58Q: 3 clusters Score -1.422509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14225083.000000 Penalty: 5796.925293
	Iteration 59Q: 3 clusters Score -1.422508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -14225090.000000 Penalty: 5796.925293
	Iteration 60F: 3 clusters Score -1.422509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Entering Unmasked Estep 
Score: -11114970.000000 Penalty: 2837.604980
	Iteration 0F: 2 clusters Score -1.111497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -11052550.000000 Penalty: 5675.209961
	Iteration 0F: 3 clusters Score -1.105255e+07 nChanged 44097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -11077456.000000 Penalty: 5675.209961
	Iteration 1F: 3 clusters Score -1.107746e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -11078293.000000 Penalty: 5675.209961
	Iteration 2Q: 3 clusters Score -1.107829e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -11078963.000000 Penalty: 5675.209961
	Iteration 3Q: 3 clusters Score -1.107896e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -11079750.000000 Penalty: 5675.209961
	Iteration 4Q: 3 clusters Score -1.107975e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -11080822.000000 Penalty: 5675.209961
	Iteration 5Q: 3 clusters Score -1.108082e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -11082162.000000 Penalty: 5675.209961
	Iteration 6Q: 3 clusters Score -1.108216e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -11083954.000000 Penalty: 5675.209961
	Iteration 7Q: 3 clusters Score -1.108395e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -11086392.000000 Penalty: 5675.209961
	Iteration 8Q: 3 clusters Score -1.108639e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -11090171.000000 Penalty: 5675.209961
	Iteration 9F: 3 clusters Score -1.109017e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -11095218.000000 Penalty: 5675.209961
	Iteration 10F: 3 clusters Score -1.109522e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -11100922.000000 Penalty: 5675.209961
	Iteration 11F: 3 clusters Score -1.110092e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -11106034.000000 Penalty: 5675.209961
	Iteration 12F: 3 clusters Score -1.110603e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -11109349.000000 Penalty: 5675.209961
	Iteration 13Q: 3 clusters Score -1.110935e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -11111039.000000 Penalty: 5675.209961
	Iteration 14Q: 3 clusters Score -1.111104e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -11111799.000000 Penalty: 5675.209961
	Iteration 15Q: 3 clusters Score -1.11118e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -11112146.000000 Penalty: 5675.209961
	Iteration 16Q: 3 clusters Score -1.111215e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -11112278.000000 Penalty: 5675.209961
	Iteration 17Q: 3 clusters Score -1.111228e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -11112372.000000 Penalty: 5675.209961
	Iteration 18Q: 3 clusters Score -1.111237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -11112418.000000 Penalty: 5675.209961
	Iteration 19Q: 3 clusters Score -1.111242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -11112464.000000 Penalty: 5675.209961
	Iteration 20F: 3 clusters Score -1.111246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -11112475.000000 Penalty: 5675.209961
	Iteration 21Q: 3 clusters Score -1.111248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -11112501.000000 Penalty: 5675.209961
	Iteration 22Q: 3 clusters Score -1.11125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -11112499.000000 Penalty: 5675.209961
	Iteration 23Q: 3 clusters Score -1.11125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -11112513.000000 Penalty: 5675.209961
	Iteration 24Q: 3 clusters Score -1.111251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -11112523.000000 Penalty: 5675.209961
	Iteration 25Q: 3 clusters Score -1.111252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -11112524.000000 Penalty: 5675.209961
	Iteration 26Q: 3 clusters Score -1.111252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -11112526.000000 Penalty: 5675.209961
	Iteration 27Q: 3 clusters Score -1.111253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -11112526.000000 Penalty: 5675.209961
	Iteration 28F: 3 clusters Score -1.111253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Entering Unmasked Estep 
Score: -1112625.125000 Penalty: 2283.891602
	Iteration 0F: 2 clusters Score -1112625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1105027.750000 Penalty: 4567.783203
	Iteration 0F: 3 clusters Score -1105028 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1107514.750000 Penalty: 4567.783203
	Iteration 1F: 3 clusters Score -1107515 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1108013.625000 Penalty: 4567.783203
	Iteration 2F: 3 clusters Score -1108014 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1108357.125000 Penalty: 4567.783203
	Iteration 3F: 3 clusters Score -1108357 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1108699.625000 Penalty: 4567.783203
	Iteration 4F: 3 clusters Score -1108700 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1109053.625000 Penalty: 4567.783203
	Iteration 5F: 3 clusters Score -1109054 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1109491.125000 Penalty: 4567.783203
	Iteration 6F: 3 clusters Score -1109491 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1109933.000000 Penalty: 4567.783203
	Iteration 7F: 3 clusters Score -1109933 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1110311.000000 Penalty: 4567.783203
	Iteration 8F: 3 clusters Score -1110311 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1110670.375000 Penalty: 4567.783203
	Iteration 9Q: 3 clusters Score -1110670 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1110976.875000 Penalty: 4567.783203
	Iteration 10Q: 3 clusters Score -1110977 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1111315.250000 Penalty: 4567.783203
	Iteration 11Q: 3 clusters Score -1111315 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1111784.500000 Penalty: 4567.783203
	Iteration 12Q: 3 clusters Score -1111784 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1112305.125000 Penalty: 4567.783203
	Iteration 13Q: 3 clusters Score -1112305 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1112790.125000 Penalty: 4567.783203
	Iteration 14Q: 3 clusters Score -1112790 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1113173.875000 Penalty: 4567.783203
	Iteration 15Q: 3 clusters Score -1113174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1113357.500000 Penalty: 4567.783203
	Iteration 16Q: 3 clusters Score -1113358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1113427.000000 Penalty: 4567.783203
	Iteration 17Q: 3 clusters Score -1113427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1113466.625000 Penalty: 4567.783203
	Iteration 18Q: 3 clusters Score -1113467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1113494.875000 Penalty: 4567.783203
	Iteration 19Q: 3 clusters Score -1113495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1113510.250000 Penalty: 4567.783203
	Iteration 20F: 3 clusters Score -1113510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1113523.500000 Penalty: 4567.783203
	Iteration 21Q: 3 clusters Score -1113524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1113530.250000 Penalty: 4567.783203
	Iteration 22Q: 3 clusters Score -1113530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1113539.000000 Penalty: 4567.783203
	Iteration 23Q: 3 clusters Score -1113539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1113542.750000 Penalty: 4567.783203
	Iteration 24Q: 3 clusters Score -1113543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1113549.000000 Penalty: 4567.783203
	Iteration 25Q: 3 clusters Score -1113549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1113552.000000 Penalty: 4567.783203
	Iteration 26Q: 3 clusters Score -1113552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1113556.875000 Penalty: 4567.783203
	Iteration 27Q: 3 clusters Score -1113557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1113559.250000 Penalty: 4567.783203
	Iteration 28Q: 3 clusters Score -1113559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1113562.875000 Penalty: 4567.783203
	Iteration 29Q: 3 clusters Score -1113563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1113565.750000 Penalty: 4567.783203
	Iteration 30Q: 3 clusters Score -1113566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1113566.500000 Penalty: 4567.783203
	Iteration 31Q: 3 clusters Score -1113566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1113566.250000 Penalty: 4567.783203
	Iteration 32Q: 3 clusters Score -1113566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1113566.250000 Penalty: 4567.783203
	Iteration 33F: 3 clusters Score -1113566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 3 contains 172738 members 
Mstep: Class 4 contains 153611 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 162892 members 
Mstep: Class 9 contains 119056 members 
Mstep: Class 10 contains 93149 members 
Mstep: Class 11 contains 8096 members 
Mstep: Class 12 contains 79846 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 49661 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 56831 members 
Mstep: Class 18 contains 81583 members 
Mstep: Class 19 contains 232285 members 
Mstep: Class 20 contains 10690 members 
Mstep: Class 21 contains 22222 members 
Mstep: Class 22 contains 25200 members 
Mstep: Class 23 contains 21042 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 9946 members 
Mstep: Class 30 contains 10459 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 106492 members 
Mstep: Class 34 contains 19148 members 
Mstep: Class 35 contains 1893 members 
Entering Unmasked Estep 
Score: -205578000.000000 Penalty: 124948.460938
Splitting cluster 11 changes total score from -205578336.000000 to -205578000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (79846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Entering Unmasked Estep 
Score: -9467834.000000 Penalty: 2799.388184
	Iteration 0F: 2 clusters Score -9467834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -9414236.000000 Penalty: 5598.776367
	Iteration 0F: 3 clusters Score -9414236 nChanged 37577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -9435449.000000 Penalty: 5598.776367
	Iteration 1F: 3 clusters Score -9435449 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -9436088.000000 Penalty: 5598.776367
	Iteration 2Q: 3 clusters Score -9436088 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -9436700.000000 Penalty: 5598.776367
	Iteration 3Q: 3 clusters Score -9436700 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -9437295.000000 Penalty: 5598.776367
	Iteration 4Q: 3 clusters Score -9437295 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -9438030.000000 Penalty: 5598.776367
	Iteration 5Q: 3 clusters Score -9438030 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -9438919.000000 Penalty: 5598.776367
	Iteration 6Q: 3 clusters Score -9438919 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -9439897.000000 Penalty: 5598.776367
	Iteration 7Q: 3 clusters Score -9439897 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -9440890.000000 Penalty: 5598.776367
	Iteration 8Q: 3 clusters Score -9440890 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -9442117.000000 Penalty: 5598.776367
	Iteration 9Q: 3 clusters Score -9442117 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -9443581.000000 Penalty: 5598.776367
	Iteration 10Q: 3 clusters Score -9443581 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -9445434.000000 Penalty: 5598.776367
	Iteration 11Q: 3 clusters Score -9445434 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -9447743.000000 Penalty: 5598.776367
	Iteration 12F: 3 clusters Score -9447743 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -9450406.000000 Penalty: 5598.776367
	Iteration 13F: 3 clusters Score -9450406 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -9453647.000000 Penalty: 5598.776367
	Iteration 14F: 3 clusters Score -9453647 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -9456957.000000 Penalty: 5598.776367
	Iteration 15F: 3 clusters Score -9456957 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -9460015.000000 Penalty: 5598.776367
	Iteration 16Q: 3 clusters Score -9460015 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -9462192.000000 Penalty: 5598.776367
	Iteration 17Q: 3 clusters Score -9462192 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9463530.000000 Penalty: 5598.776367
	Iteration 18Q: 3 clusters Score -9463530 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9464291.000000 Penalty: 5598.776367
	Iteration 19Q: 3 clusters Score -9464291 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9464730.000000 Penalty: 5598.776367
	Iteration 20F: 3 clusters Score -9464730 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9464976.000000 Penalty: 5598.776367
	Iteration 21Q: 3 clusters Score -9464976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9465112.000000 Penalty: 5598.776367
	Iteration 22Q: 3 clusters Score -9465112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9465223.000000 Penalty: 5598.776367
	Iteration 23Q: 3 clusters Score -9465223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9465259.000000 Penalty: 5598.776367
	Iteration 24Q: 3 clusters Score -9465259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9465315.000000 Penalty: 5598.776367
	Iteration 25Q: 3 clusters Score -9465315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9465353.000000 Penalty: 5598.776367
	Iteration 26Q: 3 clusters Score -9465353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9465379.000000 Penalty: 5598.776367
	Iteration 27Q: 3 clusters Score -9465379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9465399.000000 Penalty: 5598.776367
	Iteration 28Q: 3 clusters Score -9465399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9465438.000000 Penalty: 5598.776367
	Iteration 29Q: 3 clusters Score -9465438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9465459.000000 Penalty: 5598.776367
	Iteration 30Q: 3 clusters Score -9465459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9465465.000000 Penalty: 5598.776367
	Iteration 31Q: 3 clusters Score -9465465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9465478.000000 Penalty: 5598.776367
	Iteration 32Q: 3 clusters Score -9465478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9465484.000000 Penalty: 5598.776367
	Iteration 33Q: 3 clusters Score -9465484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9465484.000000 Penalty: 5598.776367
	Iteration 34Q: 3 clusters Score -9465484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9465503.000000 Penalty: 5598.776367
	Iteration 35Q: 3 clusters Score -9465503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9465496.000000 Penalty: 5598.776367
	Iteration 36Q: 3 clusters Score -9465496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9465497.000000 Penalty: 5598.776367
	Iteration 37Q: 3 clusters Score -9465497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9465501.000000 Penalty: 5598.776367
	Iteration 38Q: 3 clusters Score -9465501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9465504.000000 Penalty: 5598.776367
	Iteration 39Q: 3 clusters Score -9465504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9465505.000000 Penalty: 5598.776367
	Iteration 40F: 3 clusters Score -9465505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9465505.000000 Penalty: 5598.776367
	Iteration 41Q: 3 clusters Score -9465505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9465509.000000 Penalty: 5598.776367
	Iteration 42Q: 3 clusters Score -9465509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9465523.000000 Penalty: 5598.776367
	Iteration 43Q: 3 clusters Score -9465523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9465528.000000 Penalty: 5598.776367
	Iteration 44Q: 3 clusters Score -9465528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9465528.000000 Penalty: 5598.776367
	Iteration 45Q: 3 clusters Score -9465528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9465534.000000 Penalty: 5598.776367
	Iteration 46Q: 3 clusters Score -9465534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9465542.000000 Penalty: 5598.776367
	Iteration 47Q: 3 clusters Score -9465542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9465542.000000 Penalty: 5598.776367
	Iteration 48Q: 3 clusters Score -9465542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9465548.000000 Penalty: 5598.776367
	Iteration 49Q: 3 clusters Score -9465548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9465557.000000 Penalty: 5598.776367
	Iteration 50Q: 3 clusters Score -9465557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9465558.000000 Penalty: 5598.776367
	Iteration 51Q: 3 clusters Score -9465558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9465558.000000 Penalty: 5598.776367
	Iteration 52Q: 3 clusters Score -9465558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9465558.000000 Penalty: 5598.776367
	Iteration 53F: 3 clusters Score -9465558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Entering Unmasked Estep 
Score: -3347190.000000 Penalty: 2549.262207
	Iteration 0F: 2 clusters Score -3347190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3327189.000000 Penalty: 5098.524414
	Iteration 0F: 3 clusters Score -3327189 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3334379.750000 Penalty: 5098.524414
	Iteration 1F: 3 clusters Score -3334380 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3334890.250000 Penalty: 5098.524414
	Iteration 2Q: 3 clusters Score -3334890 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3335406.500000 Penalty: 5098.524414
	Iteration 3Q: 3 clusters Score -3335406 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3335965.000000 Penalty: 5098.524414
	Iteration 4Q: 3 clusters Score -3335965 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3336583.750000 Penalty: 5098.524414
	Iteration 5Q: 3 clusters Score -3336584 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3337155.000000 Penalty: 5098.524414
	Iteration 6Q: 3 clusters Score -3337155 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3337697.000000 Penalty: 5098.524414
	Iteration 7Q: 3 clusters Score -3337697 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3338273.000000 Penalty: 5098.524414
	Iteration 8Q: 3 clusters Score -3338273 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3338891.500000 Penalty: 5098.524414
	Iteration 9Q: 3 clusters Score -3338892 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3339505.750000 Penalty: 5098.524414
	Iteration 10Q: 3 clusters Score -3339506 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3340041.750000 Penalty: 5098.524414
	Iteration 11Q: 3 clusters Score -3340042 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3340488.000000 Penalty: 5098.524414
	Iteration 12Q: 3 clusters Score -3340488 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3340855.000000 Penalty: 5098.524414
	Iteration 13Q: 3 clusters Score -3340855 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3341139.250000 Penalty: 5098.524414
	Iteration 14Q: 3 clusters Score -3341139 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3341413.750000 Penalty: 5098.524414
	Iteration 15Q: 3 clusters Score -3341414 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3341724.750000 Penalty: 5098.524414
	Iteration 16Q: 3 clusters Score -3341725 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3342066.250000 Penalty: 5098.524414
	Iteration 17Q: 3 clusters Score -3342066 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3342431.250000 Penalty: 5098.524414
	Iteration 18Q: 3 clusters Score -3342431 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3342893.250000 Penalty: 5098.524414
	Iteration 19Q: 3 clusters Score -3342893 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3343618.250000 Penalty: 5098.524414
	Iteration 20F: 3 clusters Score -3343618 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3344260.750000 Penalty: 5098.524414
	Iteration 21Q: 3 clusters Score -3344261 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3344567.500000 Penalty: 5098.524414
	Iteration 22Q: 3 clusters Score -3344568 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3344758.750000 Penalty: 5098.524414
	Iteration 23Q: 3 clusters Score -3344759 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3344896.000000 Penalty: 5098.524414
	Iteration 24Q: 3 clusters Score -3344896 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3344983.500000 Penalty: 5098.524414
	Iteration 25Q: 3 clusters Score -3344984 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3345077.750000 Penalty: 5098.524414
	Iteration 26Q: 3 clusters Score -3345078 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3345142.000000 Penalty: 5098.524414
	Iteration 27Q: 3 clusters Score -3345142 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3345200.750000 Penalty: 5098.524414
	Iteration 28Q: 3 clusters Score -3345201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3345213.000000 Penalty: 5098.524414
	Iteration 29Q: 3 clusters Score -3345213 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3345242.500000 Penalty: 5098.524414
	Iteration 30Q: 3 clusters Score -3345242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3345275.000000 Penalty: 5098.524414
	Iteration 31Q: 3 clusters Score -3345275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3345301.250000 Penalty: 5098.524414
	Iteration 32Q: 3 clusters Score -3345301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3345329.500000 Penalty: 5098.524414
	Iteration 33Q: 3 clusters Score -3345330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3345354.000000 Penalty: 5098.524414
	Iteration 34Q: 3 clusters Score -3345354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3345377.250000 Penalty: 5098.524414
	Iteration 35Q: 3 clusters Score -3345377 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3345394.750000 Penalty: 5098.524414
	Iteration 36Q: 3 clusters Score -3345395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3345406.750000 Penalty: 5098.524414
	Iteration 37Q: 3 clusters Score -3345407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3345423.750000 Penalty: 5098.524414
	Iteration 38Q: 3 clusters Score -3345424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3345446.500000 Penalty: 5098.524414
	Iteration 39Q: 3 clusters Score -3345446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3345457.500000 Penalty: 5098.524414
	Iteration 40F: 3 clusters Score -3345458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3345464.750000 Penalty: 5098.524414
	Iteration 41Q: 3 clusters Score -3345465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3345476.750000 Penalty: 5098.524414
	Iteration 42Q: 3 clusters Score -3345477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3345476.250000 Penalty: 5098.524414
	Iteration 43Q: 3 clusters Score -3345476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3345482.750000 Penalty: 5098.524414
	Iteration 44Q: 3 clusters Score -3345483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3345489.000000 Penalty: 5098.524414
	Iteration 45Q: 3 clusters Score -3345489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3345488.250000 Penalty: 5098.524414
	Iteration 46Q: 3 clusters Score -3345488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3345493.500000 Penalty: 5098.524414
	Iteration 47Q: 3 clusters Score -3345494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3345496.250000 Penalty: 5098.524414
	Iteration 48Q: 3 clusters Score -3345496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3345506.750000 Penalty: 5098.524414
	Iteration 49Q: 3 clusters Score -3345507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3345521.500000 Penalty: 5098.524414
	Iteration 50Q: 3 clusters Score -3345522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3345529.000000 Penalty: 5098.524414
	Iteration 51Q: 3 clusters Score -3345529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3345536.500000 Penalty: 5098.524414
	Iteration 52Q: 3 clusters Score -3345536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3345536.750000 Penalty: 5098.524414
	Iteration 53Q: 3 clusters Score -3345537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3345536.000000 Penalty: 5098.524414
	Iteration 54Q: 3 clusters Score -3345536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3345529.000000 Penalty: 5098.524414
	Iteration 55Q: 3 clusters Score -3345529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3345532.750000 Penalty: 5098.524414
	Iteration 56Q: 3 clusters Score -3345533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3345535.000000 Penalty: 5098.524414
	Iteration 57Q: 3 clusters Score -3345535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3345536.250000 Penalty: 5098.524414
	Iteration 58Q: 3 clusters Score -3345536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3345537.250000 Penalty: 5098.524414
	Iteration 59Q: 3 clusters Score -3345537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3345538.500000 Penalty: 5098.524414
	Iteration 60F: 3 clusters Score -3345538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3345536.250000 Penalty: 5098.524414
	Iteration 61Q: 3 clusters Score -3345536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3345534.500000 Penalty: 5098.524414
	Iteration 62Q: 3 clusters Score -3345534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3345535.750000 Penalty: 5098.524414
	Iteration 63Q: 3 clusters Score -3345536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3345544.500000 Penalty: 5098.524414
	Iteration 64Q: 3 clusters Score -3345544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3345554.500000 Penalty: 5098.524414
	Iteration 65Q: 3 clusters Score -3345554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3345551.250000 Penalty: 5098.524414
	Iteration 66Q: 3 clusters Score -3345551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3345555.750000 Penalty: 5098.524414
	Iteration 67Q: 3 clusters Score -3345556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3345552.750000 Penalty: 5098.524414
	Iteration 68Q: 3 clusters Score -3345553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3345562.750000 Penalty: 5098.524414
	Iteration 69Q: 3 clusters Score -3345563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3345556.750000 Penalty: 5098.524414
	Iteration 70Q: 3 clusters Score -3345557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3345555.250000 Penalty: 5098.524414
	Iteration 71Q: 3 clusters Score -3345555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3345556.500000 Penalty: 5098.524414
	Iteration 72Q: 3 clusters Score -3345556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3345556.500000 Penalty: 5098.524414
	Iteration 73F: 3 clusters Score -3345556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Entering Unmasked Estep 
Score: -5864185.000000 Penalty: 2681.617676
	Iteration 0F: 2 clusters Score -5864185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5830729.500000 Penalty: 5363.235352
	Iteration 0F: 3 clusters Score -5830730 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5843698.500000 Penalty: 5363.235352
	Iteration 1F: 3 clusters Score -5843698 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5844414.500000 Penalty: 5363.235352
	Iteration 2Q: 3 clusters Score -5844414 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5845400.500000 Penalty: 5363.235352
	Iteration 3Q: 3 clusters Score -5845400 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5846723.000000 Penalty: 5363.235352
	Iteration 4F: 3 clusters Score -5846723 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -5848428.500000 Penalty: 5363.235352
	Iteration 5F: 3 clusters Score -5848428 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5850777.000000 Penalty: 5363.235352
	Iteration 6F: 3 clusters Score -5850777 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5853550.500000 Penalty: 5363.235352
	Iteration 7F: 3 clusters Score -5853550 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -5856346.000000 Penalty: 5363.235352
	Iteration 8F: 3 clusters Score -5856346 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -5858587.000000 Penalty: 5363.235352
	Iteration 9Q: 3 clusters Score -5858587 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5859945.500000 Penalty: 5363.235352
	Iteration 10Q: 3 clusters Score -5859946 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5860633.000000 Penalty: 5363.235352
	Iteration 11Q: 3 clusters Score -5860633 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5861001.000000 Penalty: 5363.235352
	Iteration 12Q: 3 clusters Score -5861001 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5861223.000000 Penalty: 5363.235352
	Iteration 13Q: 3 clusters Score -5861223 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5861380.500000 Penalty: 5363.235352
	Iteration 14Q: 3 clusters Score -5861380 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5861474.000000 Penalty: 5363.235352
	Iteration 15Q: 3 clusters Score -5861474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5861547.000000 Penalty: 5363.235352
	Iteration 16Q: 3 clusters Score -5861547 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5861604.500000 Penalty: 5363.235352
	Iteration 17Q: 3 clusters Score -5861604 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5861654.500000 Penalty: 5363.235352
	Iteration 18Q: 3 clusters Score -5861654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5861708.000000 Penalty: 5363.235352
	Iteration 19Q: 3 clusters Score -5861708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5861760.000000 Penalty: 5363.235352
	Iteration 20F: 3 clusters Score -5861760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5861779.500000 Penalty: 5363.235352
	Iteration 21Q: 3 clusters Score -5861780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5861813.000000 Penalty: 5363.235352
	Iteration 22Q: 3 clusters Score -5861813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5861845.500000 Penalty: 5363.235352
	Iteration 23Q: 3 clusters Score -5861846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5861860.500000 Penalty: 5363.235352
	Iteration 24Q: 3 clusters Score -5861860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5861871.000000 Penalty: 5363.235352
	Iteration 25Q: 3 clusters Score -5861871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5861885.000000 Penalty: 5363.235352
	Iteration 26Q: 3 clusters Score -5861885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5861911.000000 Penalty: 5363.235352
	Iteration 27Q: 3 clusters Score -5861911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5861948.500000 Penalty: 5363.235352
	Iteration 28Q: 3 clusters Score -5861948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5861947.000000 Penalty: 5363.235352
	Iteration 29Q: 3 clusters Score -5861947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5861963.500000 Penalty: 5363.235352
	Iteration 30Q: 3 clusters Score -5861964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5861988.000000 Penalty: 5363.235352
	Iteration 31Q: 3 clusters Score -5861988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5861996.000000 Penalty: 5363.235352
	Iteration 32Q: 3 clusters Score -5861996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5862009.500000 Penalty: 5363.235352
	Iteration 33Q: 3 clusters Score -5862010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5862015.000000 Penalty: 5363.235352
	Iteration 34Q: 3 clusters Score -5862015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5862022.000000 Penalty: 5363.235352
	Iteration 35Q: 3 clusters Score -5862022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5862031.500000 Penalty: 5363.235352
	Iteration 36Q: 3 clusters Score -5862032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5862026.000000 Penalty: 5363.235352
	Iteration 37Q: 3 clusters Score -5862026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5862030.500000 Penalty: 5363.235352
	Iteration 38Q: 3 clusters Score -5862030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5862041.000000 Penalty: 5363.235352
	Iteration 39Q: 3 clusters Score -5862041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5862051.000000 Penalty: 5363.235352
	Iteration 40F: 3 clusters Score -5862051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5862045.000000 Penalty: 5363.235352
	Iteration 41Q: 3 clusters Score -5862045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5862053.000000 Penalty: 5363.235352
	Iteration 42Q: 3 clusters Score -5862053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5862057.500000 Penalty: 5363.235352
	Iteration 43Q: 3 clusters Score -5862058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5862058.000000 Penalty: 5363.235352
	Iteration 44Q: 3 clusters Score -5862058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5862056.000000 Penalty: 5363.235352
	Iteration 45Q: 3 clusters Score -5862056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5862056.000000 Penalty: 5363.235352
	Iteration 46F: 3 clusters Score -5862056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Entering Unmasked Estep 
Score: -827163.437500 Penalty: 2196.628662
	Iteration 0F: 2 clusters Score -827163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -821382.312500 Penalty: 4393.257324
	Iteration 0F: 3 clusters Score -821382.3 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -823052.687500 Penalty: 4393.257324
	Iteration 1F: 3 clusters Score -823052.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -823448.500000 Penalty: 4393.257324
	Iteration 2F: 3 clusters Score -823448.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -823734.812500 Penalty: 4393.257324
	Iteration 3F: 3 clusters Score -823734.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -823983.937500 Penalty: 4393.257324
	Iteration 4F: 3 clusters Score -823983.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -824231.625000 Penalty: 4393.257324
	Iteration 5Q: 3 clusters Score -824231.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -824460.062500 Penalty: 4393.257324
	Iteration 6Q: 3 clusters Score -824460.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -824661.750000 Penalty: 4393.257324
	Iteration 7Q: 3 clusters Score -824661.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -824835.687500 Penalty: 4393.257324
	Iteration 8Q: 3 clusters Score -824835.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -824953.937500 Penalty: 4393.257324
	Iteration 9Q: 3 clusters Score -824953.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -825035.187500 Penalty: 4393.257324
	Iteration 10Q: 3 clusters Score -825035.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -825122.812500 Penalty: 4393.257324
	Iteration 11Q: 3 clusters Score -825122.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -825192.437500 Penalty: 4393.257324
	Iteration 12Q: 3 clusters Score -825192.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -825236.500000 Penalty: 4393.257324
	Iteration 13Q: 3 clusters Score -825236.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -825264.375000 Penalty: 4393.257324
	Iteration 14Q: 3 clusters Score -825264.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -825287.875000 Penalty: 4393.257324
	Iteration 15Q: 3 clusters Score -825287.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -825307.000000 Penalty: 4393.257324
	Iteration 16Q: 3 clusters Score -825307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -825323.125000 Penalty: 4393.257324
	Iteration 17Q: 3 clusters Score -825323.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -825338.875000 Penalty: 4393.257324
	Iteration 18Q: 3 clusters Score -825338.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -825350.187500 Penalty: 4393.257324
	Iteration 19Q: 3 clusters Score -825350.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -825360.750000 Penalty: 4393.257324
	Iteration 20F: 3 clusters Score -825360.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -825367.750000 Penalty: 4393.257324
	Iteration 21Q: 3 clusters Score -825367.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -825376.625000 Penalty: 4393.257324
	Iteration 22Q: 3 clusters Score -825376.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -825383.937500 Penalty: 4393.257324
	Iteration 23Q: 3 clusters Score -825383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -825388.625000 Penalty: 4393.257324
	Iteration 24Q: 3 clusters Score -825388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -825394.437500 Penalty: 4393.257324
	Iteration 25Q: 3 clusters Score -825394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -825397.375000 Penalty: 4393.257324
	Iteration 26Q: 3 clusters Score -825397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -825400.562500 Penalty: 4393.257324
	Iteration 27Q: 3 clusters Score -825400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -825403.437500 Penalty: 4393.257324
	Iteration 28Q: 3 clusters Score -825403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -825406.125000 Penalty: 4393.257324
	Iteration 29Q: 3 clusters Score -825406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -825407.750000 Penalty: 4393.257324
	Iteration 30Q: 3 clusters Score -825407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -825407.312500 Penalty: 4393.257324
	Iteration 31Q: 3 clusters Score -825407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -825407.312500 Penalty: 4393.257324
	Iteration 32F: 3 clusters Score -825407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -489679.312500 Penalty: 2086.520020
	Iteration 0F: 2 clusters Score -489679.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -485530.343750 Penalty: 4173.040039
	Iteration 0F: 3 clusters Score -485530.3 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -486806.843750 Penalty: 4173.040039
	Iteration 1F: 3 clusters Score -486806.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -487215.437500 Penalty: 4173.040039
	Iteration 2F: 3 clusters Score -487215.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -487570.375000 Penalty: 4173.040039
	Iteration 3F: 3 clusters Score -487570.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -487901.125000 Penalty: 4173.040039
	Iteration 4F: 3 clusters Score -487901.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -488148.187500 Penalty: 4173.040039
	Iteration 5F: 3 clusters Score -488148.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -488338.531250 Penalty: 4173.040039
	Iteration 6Q: 3 clusters Score -488338.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -488465.843750 Penalty: 4173.040039
	Iteration 7Q: 3 clusters Score -488465.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -488557.125000 Penalty: 4173.040039
	Iteration 8Q: 3 clusters Score -488557.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -488606.468750 Penalty: 4173.040039
	Iteration 9Q: 3 clusters Score -488606.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -488639.906250 Penalty: 4173.040039
	Iteration 10Q: 3 clusters Score -488639.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -488669.343750 Penalty: 4173.040039
	Iteration 11Q: 3 clusters Score -488669.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -488692.250000 Penalty: 4173.040039
	Iteration 12Q: 3 clusters Score -488692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -488709.500000 Penalty: 4173.040039
	Iteration 13Q: 3 clusters Score -488709.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -488734.562500 Penalty: 4173.040039
	Iteration 14Q: 3 clusters Score -488734.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -488761.687500 Penalty: 4173.040039
	Iteration 15Q: 3 clusters Score -488761.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -488789.531250 Penalty: 4173.040039
	Iteration 16Q: 3 clusters Score -488789.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -488822.218750 Penalty: 4173.040039
	Iteration 17Q: 3 clusters Score -488822.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -488857.343750 Penalty: 4173.040039
	Iteration 18Q: 3 clusters Score -488857.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -488884.531250 Penalty: 4173.040039
	Iteration 19Q: 3 clusters Score -488884.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -488891.093750 Penalty: 4173.040039
	Iteration 20F: 3 clusters Score -488891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -488895.937500 Penalty: 4173.040039
	Iteration 21Q: 3 clusters Score -488895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -488898.968750 Penalty: 4173.040039
	Iteration 22Q: 3 clusters Score -488899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -488900.593750 Penalty: 4173.040039
	Iteration 23Q: 3 clusters Score -488900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -488901.343750 Penalty: 4173.040039
	Iteration 24Q: 3 clusters Score -488901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -488901.625000 Penalty: 4173.040039
	Iteration 25Q: 3 clusters Score -488901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -488901.625000 Penalty: 4173.040039
	Iteration 26F: 3 clusters Score -488901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Entering Unmasked Estep 
Score: -6693058.000000 Penalty: 2715.063477
	Iteration 0F: 2 clusters Score -6693058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -6654878.500000 Penalty: 5430.126953
	Iteration 0F: 3 clusters Score -6654878 nChanged 26428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -6670523.000000 Penalty: 5430.126953
	Iteration 1F: 3 clusters Score -6670523 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -6672121.000000 Penalty: 5430.126953
	Iteration 2F: 3 clusters Score -6672121 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6674573.500000 Penalty: 5430.126953
	Iteration 3F: 3 clusters Score -6674574 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -6677631.000000 Penalty: 5430.126953
	Iteration 4F: 3 clusters Score -6677631 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -6680794.500000 Penalty: 5430.126953
	Iteration 5F: 3 clusters Score -6680794 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -6683781.000000 Penalty: 5430.126953
	Iteration 6F: 3 clusters Score -6683781 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -6686467.500000 Penalty: 5430.126953
	Iteration 7F: 3 clusters Score -6686468 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -6688430.000000 Penalty: 5430.126953
	Iteration 8Q: 3 clusters Score -6688430 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -6689659.000000 Penalty: 5430.126953
	Iteration 9Q: 3 clusters Score -6689659 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6690285.000000 Penalty: 5430.126953
	Iteration 10Q: 3 clusters Score -6690285 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -6690634.500000 Penalty: 5430.126953
	Iteration 11Q: 3 clusters Score -6690634 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -6690814.000000 Penalty: 5430.126953
	Iteration 12Q: 3 clusters Score -6690814 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -6690895.000000 Penalty: 5430.126953
	Iteration 13Q: 3 clusters Score -6690895 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -6691015.500000 Penalty: 5430.126953
	Iteration 14Q: 3 clusters Score -6691016 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6691047.500000 Penalty: 5430.126953
	Iteration 15Q: 3 clusters Score -6691048 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6691105.500000 Penalty: 5430.126953
	Iteration 16Q: 3 clusters Score -6691106 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6691119.000000 Penalty: 5430.126953
	Iteration 17Q: 3 clusters Score -6691119 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -6691131.500000 Penalty: 5430.126953
	Iteration 18Q: 3 clusters Score -6691132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -6691132.500000 Penalty: 5430.126953
	Iteration 19Q: 3 clusters Score -6691132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -6691165.000000 Penalty: 5430.126953
	Iteration 20F: 3 clusters Score -6691165 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -6691196.000000 Penalty: 5430.126953
	Iteration 21Q: 3 clusters Score -6691196 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6691227.500000 Penalty: 5430.126953
	Iteration 22Q: 3 clusters Score -6691228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6691233.500000 Penalty: 5430.126953
	Iteration 23Q: 3 clusters Score -6691234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -6691230.000000 Penalty: 5430.126953
	Iteration 24Q: 3 clusters Score -6691230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -6691247.500000 Penalty: 5430.126953
	Iteration 25Q: 3 clusters Score -6691248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -6691260.500000 Penalty: 5430.126953
	Iteration 26Q: 3 clusters Score -6691260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -6691260.500000 Penalty: 5430.126953
	Iteration 27Q: 3 clusters Score -6691260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -6691280.500000 Penalty: 5430.126953
	Iteration 28Q: 3 clusters Score -6691280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6691298.500000 Penalty: 5430.126953
	Iteration 29Q: 3 clusters Score -6691298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -6691296.500000 Penalty: 5430.126953
	Iteration 30Q: 3 clusters Score -6691296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -6691295.500000 Penalty: 5430.126953
	Iteration 31Q: 3 clusters Score -6691296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -6691317.500000 Penalty: 5430.126953
	Iteration 32Q: 3 clusters Score -6691318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -6691325.500000 Penalty: 5430.126953
	Iteration 33Q: 3 clusters Score -6691326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -6691323.500000 Penalty: 5430.126953
	Iteration 34Q: 3 clusters Score -6691324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -6691327.000000 Penalty: 5430.126953
	Iteration 35Q: 3 clusters Score -6691327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -6691315.000000 Penalty: 5430.126953
	Iteration 36Q: 3 clusters Score -6691315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6691323.000000 Penalty: 5430.126953
	Iteration 37Q: 3 clusters Score -6691323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6691330.000000 Penalty: 5430.126953
	Iteration 38Q: 3 clusters Score -6691330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -6691345.000000 Penalty: 5430.126953
	Iteration 39Q: 3 clusters Score -6691345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -6691346.000000 Penalty: 5430.126953
	Iteration 40F: 3 clusters Score -6691346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -6691341.000000 Penalty: 5430.126953
	Iteration 41Q: 3 clusters Score -6691341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -6691359.000000 Penalty: 5430.126953
	Iteration 42Q: 3 clusters Score -6691359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -6691342.500000 Penalty: 5430.126953
	Iteration 43Q: 3 clusters Score -6691342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6691354.500000 Penalty: 5430.126953
	Iteration 44Q: 3 clusters Score -6691354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6691352.000000 Penalty: 5430.126953
	Iteration 45Q: 3 clusters Score -6691352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6691354.000000 Penalty: 5430.126953
	Iteration 46Q: 3 clusters Score -6691354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6691354.500000 Penalty: 5430.126953
	Iteration 47Q: 3 clusters Score -6691354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6691351.000000 Penalty: 5430.126953
	Iteration 48Q: 3 clusters Score -6691351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -6691349.500000 Penalty: 5430.126953
	Iteration 49Q: 3 clusters Score -6691350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -6691362.000000 Penalty: 5430.126953
	Iteration 50Q: 3 clusters Score -6691362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -6691365.000000 Penalty: 5430.126953
	Iteration 51Q: 3 clusters Score -6691365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -6691376.500000 Penalty: 5430.126953
	Iteration 52Q: 3 clusters Score -6691376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -6691378.500000 Penalty: 5430.126953
	Iteration 53Q: 3 clusters Score -6691378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -6691376.500000 Penalty: 5430.126953
	Iteration 54Q: 3 clusters Score -6691376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -6691382.500000 Penalty: 5430.126953
	Iteration 55Q: 3 clusters Score -6691382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -6691382.000000 Penalty: 5430.126953
	Iteration 56Q: 3 clusters Score -6691382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -6691384.000000 Penalty: 5430.126953
	Iteration 57Q: 3 clusters Score -6691384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6691378.000000 Penalty: 5430.126953
	Iteration 58Q: 3 clusters Score -6691378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -6691389.500000 Penalty: 5430.126953
	Iteration 59Q: 3 clusters Score -6691390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -6691389.500000 Penalty: 5430.126953
	Iteration 60F: 3 clusters Score -6691390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -6691386.500000 Penalty: 5430.126953
	Iteration 61Q: 3 clusters Score -6691386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -6691387.500000 Penalty: 5430.126953
	Iteration 62Q: 3 clusters Score -6691388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6691389.000000 Penalty: 5430.126953
	Iteration 63Q: 3 clusters Score -6691389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -6691390.500000 Penalty: 5430.126953
	Iteration 64Q: 3 clusters Score -6691390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -6691392.000000 Penalty: 5430.126953
	Iteration 65Q: 3 clusters Score -6691392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -6691398.500000 Penalty: 5430.126953
	Iteration 66Q: 3 clusters Score -6691398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -6691392.500000 Penalty: 5430.126953
	Iteration 67Q: 3 clusters Score -6691392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6691394.000000 Penalty: 5430.126953
	Iteration 68Q: 3 clusters Score -6691394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6691395.500000 Penalty: 5430.126953
	Iteration 69Q: 3 clusters Score -6691396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6691388.000000 Penalty: 5430.126953
	Iteration 70Q: 3 clusters Score -6691388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -6691389.000000 Penalty: 5430.126953
	Iteration 71Q: 3 clusters Score -6691389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -6691389.000000 Penalty: 5430.126953
	Iteration 72Q: 3 clusters Score -6691389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -6691386.000000 Penalty: 5430.126953
	Iteration 73Q: 3 clusters Score -6691386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6691397.500000 Penalty: 5430.126953
	Iteration 74Q: 3 clusters Score -6691398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -6691394.000000 Penalty: 5430.126953
	Iteration 75Q: 3 clusters Score -6691394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -6691394.500000 Penalty: 5430.126953
	Iteration 76Q: 3 clusters Score -6691394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -6691398.000000 Penalty: 5430.126953
	Iteration 77Q: 3 clusters Score -6691398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -6691390.000000 Penalty: 5430.126953
	Iteration 78Q: 3 clusters Score -6691390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -6691391.500000 Penalty: 5430.126953
	Iteration 79Q: 3 clusters Score -6691392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -6691392.000000 Penalty: 5430.126953
	Iteration 80F: 3 clusters Score -6691392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Entering Unmasked Estep 
Score: -9879225.000000 Penalty: 2804.725098
	Iteration 0F: 2 clusters Score -9879225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -9824759.000000 Penalty: 5609.450195
	Iteration 0F: 3 clusters Score -9824759 nChanged 38299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -9846937.000000 Penalty: 5609.450195
	Iteration 1F: 3 clusters Score -9846937 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -9847946.000000 Penalty: 5609.450195
	Iteration 2Q: 3 clusters Score -9847946 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -9849465.000000 Penalty: 5609.450195
	Iteration 3Q: 3 clusters Score -9849465 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -9851438.000000 Penalty: 5609.450195
	Iteration 4Q: 3 clusters Score -9851438 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -9853844.000000 Penalty: 5609.450195
	Iteration 5F: 3 clusters Score -9853844 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -9857030.000000 Penalty: 5609.450195
	Iteration 6F: 3 clusters Score -9857030 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -9860611.000000 Penalty: 5609.450195
	Iteration 7F: 3 clusters Score -9860611 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -9864150.000000 Penalty: 5609.450195
	Iteration 8F: 3 clusters Score -9864150 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -9867068.000000 Penalty: 5609.450195
	Iteration 9F: 3 clusters Score -9867068 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -9869382.000000 Penalty: 5609.450195
	Iteration 10Q: 3 clusters Score -9869382 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -9870992.000000 Penalty: 5609.450195
	Iteration 11Q: 3 clusters Score -9870992 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -9872150.000000 Penalty: 5609.450195
	Iteration 12Q: 3 clusters Score -9872150 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -9873027.000000 Penalty: 5609.450195
	Iteration 13Q: 3 clusters Score -9873027 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -9873678.000000 Penalty: 5609.450195
	Iteration 14Q: 3 clusters Score -9873678 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -9874194.000000 Penalty: 5609.450195
	Iteration 15Q: 3 clusters Score -9874194 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -9874608.000000 Penalty: 5609.450195
	Iteration 16Q: 3 clusters Score -9874608 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -9874922.000000 Penalty: 5609.450195
	Iteration 17Q: 3 clusters Score -9874922 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -9875180.000000 Penalty: 5609.450195
	Iteration 18Q: 3 clusters Score -9875180 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9875448.000000 Penalty: 5609.450195
	Iteration 19Q: 3 clusters Score -9875448 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9875677.000000 Penalty: 5609.450195
	Iteration 20F: 3 clusters Score -9875677 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9875830.000000 Penalty: 5609.450195
	Iteration 21Q: 3 clusters Score -9875830 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9876017.000000 Penalty: 5609.450195
	Iteration 22Q: 3 clusters Score -9876017 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9876169.000000 Penalty: 5609.450195
	Iteration 23Q: 3 clusters Score -9876169 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9876265.000000 Penalty: 5609.450195
	Iteration 24Q: 3 clusters Score -9876265 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9876363.000000 Penalty: 5609.450195
	Iteration 25Q: 3 clusters Score -9876363 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9876458.000000 Penalty: 5609.450195
	Iteration 26Q: 3 clusters Score -9876458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9876557.000000 Penalty: 5609.450195
	Iteration 27Q: 3 clusters Score -9876557 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9876631.000000 Penalty: 5609.450195
	Iteration 28Q: 3 clusters Score -9876631 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9876680.000000 Penalty: 5609.450195
	Iteration 29Q: 3 clusters Score -9876680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9876745.000000 Penalty: 5609.450195
	Iteration 30Q: 3 clusters Score -9876745 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9876814.000000 Penalty: 5609.450195
	Iteration 31Q: 3 clusters Score -9876814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9876838.000000 Penalty: 5609.450195
	Iteration 32Q: 3 clusters Score -9876838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9876879.000000 Penalty: 5609.450195
	Iteration 33Q: 3 clusters Score -9876879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9876886.000000 Penalty: 5609.450195
	Iteration 34Q: 3 clusters Score -9876886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9876895.000000 Penalty: 5609.450195
	Iteration 35Q: 3 clusters Score -9876895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9876914.000000 Penalty: 5609.450195
	Iteration 36Q: 3 clusters Score -9876914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9876927.000000 Penalty: 5609.450195
	Iteration 37Q: 3 clusters Score -9876927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9876939.000000 Penalty: 5609.450195
	Iteration 38Q: 3 clusters Score -9876939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9876943.000000 Penalty: 5609.450195
	Iteration 39Q: 3 clusters Score -9876943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9876944.000000 Penalty: 5609.450195
	Iteration 40F: 3 clusters Score -9876944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9876944.000000 Penalty: 5609.450195
	Iteration 41Q: 3 clusters Score -9876944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9876947.000000 Penalty: 5609.450195
	Iteration 42Q: 3 clusters Score -9876947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9876949.000000 Penalty: 5609.450195
	Iteration 43Q: 3 clusters Score -9876949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9876949.000000 Penalty: 5609.450195
	Iteration 44F: 3 clusters Score -9876949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (232285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232285 members 
Entering Unmasked Estep 
Score: -27265886.000000 Penalty: 3064.218750
	Iteration 0F: 2 clusters Score -2.726589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -27109950.000000 Penalty: 6128.437500
	Iteration 0F: 3 clusters Score -2.710995e+07 nChanged 111869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117968 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -27175550.000000 Penalty: 6128.437500
	Iteration 1F: 3 clusters Score -2.717555e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -27176794.000000 Penalty: 6128.437500
	Iteration 2Q: 3 clusters Score -2.717679e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120033 members 
Mstep: Class 2 contains 112252 members 
Entering Unmasked Estep 
Score: -27178146.000000 Penalty: 6128.437500
	Iteration 3Q: 3 clusters Score -2.717815e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121762 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -27179326.000000 Penalty: 6128.437500
	Iteration 4Q: 3 clusters Score -2.717933e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124377 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -27180858.000000 Penalty: 6128.437500
	Iteration 5Q: 3 clusters Score -2.718086e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -27183154.000000 Penalty: 6128.437500
	Iteration 6Q: 3 clusters Score -2.718315e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -27186476.000000 Penalty: 6128.437500
	Iteration 7Q: 3 clusters Score -2.718648e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -27191684.000000 Penalty: 6128.437500
	Iteration 8Q: 3 clusters Score -2.719168e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -27199674.000000 Penalty: 6128.437500
	Iteration 9F: 3 clusters Score -2.719967e+07 nChanged 16420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171973 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -27211590.000000 Penalty: 6128.437500
	Iteration 10F: 3 clusters Score -2.721159e+07 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190163 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -27226958.000000 Penalty: 6128.437500
	Iteration 11F: 3 clusters Score -2.722696e+07 nChanged 17159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207322 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -27241752.000000 Penalty: 6128.437500
	Iteration 12F: 3 clusters Score -2.724175e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219787 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -27252828.000000 Penalty: 6128.437500
	Iteration 13F: 3 clusters Score -2.725283e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226815 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -27258854.000000 Penalty: 6128.437500
	Iteration 14Q: 3 clusters Score -2.725885e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229901 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -27261496.000000 Penalty: 6128.437500
	Iteration 15Q: 3 clusters Score -2.72615e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231050 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -27262320.000000 Penalty: 6128.437500
	Iteration 16Q: 3 clusters Score -2.726232e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -27262762.000000 Penalty: 6128.437500
	Iteration 17Q: 3 clusters Score -2.726276e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231672 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -27262930.000000 Penalty: 6128.437500
	Iteration 18Q: 3 clusters Score -2.726293e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231743 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -27262992.000000 Penalty: 6128.437500
	Iteration 19Q: 3 clusters Score -2.726299e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231799 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -27263046.000000 Penalty: 6128.437500
	Iteration 20F: 3 clusters Score -2.726305e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231821 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27263074.000000 Penalty: 6128.437500
	Iteration 21Q: 3 clusters Score -2.726307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231831 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -27263092.000000 Penalty: 6128.437500
	Iteration 22Q: 3 clusters Score -2.726309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231837 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27263114.000000 Penalty: 6128.437500
	Iteration 23Q: 3 clusters Score -2.726311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231848 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -27263130.000000 Penalty: 6128.437500
	Iteration 24Q: 3 clusters Score -2.726313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231848 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -27263162.000000 Penalty: 6128.437500
	Iteration 25Q: 3 clusters Score -2.726316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231851 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -27263156.000000 Penalty: 6128.437500
	Iteration 26Q: 3 clusters Score -2.726316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231861 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27263176.000000 Penalty: 6128.437500
	Iteration 27Q: 3 clusters Score -2.726318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231863 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -27263164.000000 Penalty: 6128.437500
	Iteration 28Q: 3 clusters Score -2.726316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231865 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27263166.000000 Penalty: 6128.437500
	Iteration 29Q: 3 clusters Score -2.726317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231865 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27263176.000000 Penalty: 6128.437500
	Iteration 30Q: 3 clusters Score -2.726318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231868 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27263168.000000 Penalty: 6128.437500
	Iteration 31Q: 3 clusters Score -2.726317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231869 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -27263186.000000 Penalty: 6128.437500
	Iteration 32Q: 3 clusters Score -2.726319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231869 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -27263186.000000 Penalty: 6128.437500
	Iteration 33Q: 3 clusters Score -2.726319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231871 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27263186.000000 Penalty: 6128.437500
	Iteration 34Q: 3 clusters Score -2.726319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231873 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27263182.000000 Penalty: 6128.437500
	Iteration 35Q: 3 clusters Score -2.726318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231873 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27263186.000000 Penalty: 6128.437500
	Iteration 36Q: 3 clusters Score -2.726319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231873 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27263186.000000 Penalty: 6128.437500
	Iteration 37F: 3 clusters Score -2.726319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Entering Unmasked Estep 
Score: -1224946.000000 Penalty: 2300.711914
	Iteration 0F: 2 clusters Score -1224946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1216868.875000 Penalty: 4601.423828
	Iteration 0F: 3 clusters Score -1216869 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1219333.625000 Penalty: 4601.423828
	Iteration 1F: 3 clusters Score -1219334 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1219775.625000 Penalty: 4601.423828
	Iteration 2F: 3 clusters Score -1219776 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1220152.375000 Penalty: 4601.423828
	Iteration 3F: 3 clusters Score -1220152 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1220451.250000 Penalty: 4601.423828
	Iteration 4F: 3 clusters Score -1220451 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1220707.125000 Penalty: 4601.423828
	Iteration 5Q: 3 clusters Score -1220707 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1220931.125000 Penalty: 4601.423828
	Iteration 6Q: 3 clusters Score -1220931 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1221120.000000 Penalty: 4601.423828
	Iteration 7Q: 3 clusters Score -1221120 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1221277.250000 Penalty: 4601.423828
	Iteration 8Q: 3 clusters Score -1221277 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1221439.375000 Penalty: 4601.423828
	Iteration 9Q: 3 clusters Score -1221439 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1221583.500000 Penalty: 4601.423828
	Iteration 10Q: 3 clusters Score -1221584 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1221719.125000 Penalty: 4601.423828
	Iteration 11Q: 3 clusters Score -1221719 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1221851.500000 Penalty: 4601.423828
	Iteration 12Q: 3 clusters Score -1221852 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1221935.875000 Penalty: 4601.423828
	Iteration 13Q: 3 clusters Score -1221936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1221998.625000 Penalty: 4601.423828
	Iteration 14Q: 3 clusters Score -1221999 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1222039.750000 Penalty: 4601.423828
	Iteration 15Q: 3 clusters Score -1222040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1222082.375000 Penalty: 4601.423828
	Iteration 16Q: 3 clusters Score -1222082 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1222124.625000 Penalty: 4601.423828
	Iteration 17Q: 3 clusters Score -1222125 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1222155.875000 Penalty: 4601.423828
	Iteration 18Q: 3 clusters Score -1222156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1222176.250000 Penalty: 4601.423828
	Iteration 19Q: 3 clusters Score -1222176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1222199.500000 Penalty: 4601.423828
	Iteration 20F: 3 clusters Score -1222200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1222213.500000 Penalty: 4601.423828
	Iteration 21Q: 3 clusters Score -1222214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1222222.000000 Penalty: 4601.423828
	Iteration 22Q: 3 clusters Score -1222222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1222229.500000 Penalty: 4601.423828
	Iteration 23Q: 3 clusters Score -1222230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1222242.000000 Penalty: 4601.423828
	Iteration 24Q: 3 clusters Score -1222242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1222246.875000 Penalty: 4601.423828
	Iteration 25Q: 3 clusters Score -1222247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1222256.375000 Penalty: 4601.423828
	Iteration 26Q: 3 clusters Score -1222256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1222263.125000 Penalty: 4601.423828
	Iteration 27Q: 3 clusters Score -1222263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1222268.875000 Penalty: 4601.423828
	Iteration 28Q: 3 clusters Score -1222269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1222272.750000 Penalty: 4601.423828
	Iteration 29Q: 3 clusters Score -1222273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1222273.000000 Penalty: 4601.423828
	Iteration 30Q: 3 clusters Score -1222273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1222271.125000 Penalty: 4601.423828
	Iteration 31Q: 3 clusters Score -1222271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1222279.625000 Penalty: 4601.423828
	Iteration 32Q: 3 clusters Score -1222280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1222287.250000 Penalty: 4601.423828
	Iteration 33Q: 3 clusters Score -1222287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1222284.875000 Penalty: 4601.423828
	Iteration 34Q: 3 clusters Score -1222285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1222291.500000 Penalty: 4601.423828
	Iteration 35Q: 3 clusters Score -1222292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1222295.375000 Penalty: 4601.423828
	Iteration 36Q: 3 clusters Score -1222295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1222304.625000 Penalty: 4601.423828
	Iteration 37Q: 3 clusters Score -1222305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1222307.000000 Penalty: 4601.423828
	Iteration 38Q: 3 clusters Score -1222307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1222308.875000 Penalty: 4601.423828
	Iteration 39Q: 3 clusters Score -1222309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1222313.750000 Penalty: 4601.423828
	Iteration 40F: 3 clusters Score -1222314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1222319.875000 Penalty: 4601.423828
	Iteration 41Q: 3 clusters Score -1222320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1222324.000000 Penalty: 4601.423828
	Iteration 42Q: 3 clusters Score -1222324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1222334.500000 Penalty: 4601.423828
	Iteration 43Q: 3 clusters Score -1222334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1222343.625000 Penalty: 4601.423828
	Iteration 44Q: 3 clusters Score -1222344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1222351.125000 Penalty: 4601.423828
	Iteration 45Q: 3 clusters Score -1222351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1222365.000000 Penalty: 4601.423828
	Iteration 46Q: 3 clusters Score -1222365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1222367.375000 Penalty: 4601.423828
	Iteration 47Q: 3 clusters Score -1222367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1222370.625000 Penalty: 4601.423828
	Iteration 48Q: 3 clusters Score -1222371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1222372.250000 Penalty: 4601.423828
	Iteration 49Q: 3 clusters Score -1222372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1222382.750000 Penalty: 4601.423828
	Iteration 50Q: 3 clusters Score -1222383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1222393.000000 Penalty: 4601.423828
	Iteration 51Q: 3 clusters Score -1222393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1222402.500000 Penalty: 4601.423828
	Iteration 52Q: 3 clusters Score -1222402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1222403.000000 Penalty: 4601.423828
	Iteration 53Q: 3 clusters Score -1222403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1222405.875000 Penalty: 4601.423828
	Iteration 54Q: 3 clusters Score -1222406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1222413.125000 Penalty: 4601.423828
	Iteration 55Q: 3 clusters Score -1222413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1222414.000000 Penalty: 4601.423828
	Iteration 56Q: 3 clusters Score -1222414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1222414.750000 Penalty: 4601.423828
	Iteration 57Q: 3 clusters Score -1222415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1222418.625000 Penalty: 4601.423828
	Iteration 58Q: 3 clusters Score -1222419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1222421.750000 Penalty: 4601.423828
	Iteration 59Q: 3 clusters Score -1222422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1222431.000000 Penalty: 4601.423828
	Iteration 60F: 3 clusters Score -1222431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1222438.500000 Penalty: 4601.423828
	Iteration 61Q: 3 clusters Score -1222438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1222445.250000 Penalty: 4601.423828
	Iteration 62Q: 3 clusters Score -1222445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1222444.375000 Penalty: 4601.423828
	Iteration 63Q: 3 clusters Score -1222444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1222448.375000 Penalty: 4601.423828
	Iteration 64Q: 3 clusters Score -1222448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1222455.250000 Penalty: 4601.423828
	Iteration 65Q: 3 clusters Score -1222455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1222458.875000 Penalty: 4601.423828
	Iteration 66Q: 3 clusters Score -1222459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1222463.375000 Penalty: 4601.423828
	Iteration 67Q: 3 clusters Score -1222463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1222464.500000 Penalty: 4601.423828
	Iteration 68Q: 3 clusters Score -1222464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1222473.000000 Penalty: 4601.423828
	Iteration 69Q: 3 clusters Score -1222473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1222482.500000 Penalty: 4601.423828
	Iteration 70Q: 3 clusters Score -1222482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1222491.375000 Penalty: 4601.423828
	Iteration 71Q: 3 clusters Score -1222491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1222501.500000 Penalty: 4601.423828
	Iteration 72Q: 3 clusters Score -1222502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1222514.750000 Penalty: 4601.423828
	Iteration 73Q: 3 clusters Score -1222515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1222533.875000 Penalty: 4601.423828
	Iteration 74Q: 3 clusters Score -1222534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1222546.500000 Penalty: 4601.423828
	Iteration 75Q: 3 clusters Score -1222546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1222556.000000 Penalty: 4601.423828
	Iteration 76Q: 3 clusters Score -1222556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1222568.125000 Penalty: 4601.423828
	Iteration 77Q: 3 clusters Score -1222568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1222581.750000 Penalty: 4601.423828
	Iteration 78Q: 3 clusters Score -1222582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1222592.625000 Penalty: 4601.423828
	Iteration 79Q: 3 clusters Score -1222593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1222606.125000 Penalty: 4601.423828
	Iteration 80F: 3 clusters Score -1222606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1222622.750000 Penalty: 4601.423828
	Iteration 81Q: 3 clusters Score -1222623 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1222638.375000 Penalty: 4601.423828
	Iteration 82Q: 3 clusters Score -1222638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1222654.750000 Penalty: 4601.423828
	Iteration 83Q: 3 clusters Score -1222655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1222667.000000 Penalty: 4601.423828
	Iteration 84Q: 3 clusters Score -1222667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1222686.500000 Penalty: 4601.423828
	Iteration 85Q: 3 clusters Score -1222686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1222695.500000 Penalty: 4601.423828
	Iteration 86Q: 3 clusters Score -1222696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1222702.750000 Penalty: 4601.423828
	Iteration 87Q: 3 clusters Score -1222703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1222714.750000 Penalty: 4601.423828
	Iteration 88Q: 3 clusters Score -1222715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1222727.625000 Penalty: 4601.423828
	Iteration 89Q: 3 clusters Score -1222728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1222736.000000 Penalty: 4601.423828
	Iteration 90Q: 3 clusters Score -1222736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1222743.625000 Penalty: 4601.423828
	Iteration 91Q: 3 clusters Score -1222744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1222752.250000 Penalty: 4601.423828
	Iteration 92Q: 3 clusters Score -1222752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1222755.000000 Penalty: 4601.423828
	Iteration 93Q: 3 clusters Score -1222755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1222761.375000 Penalty: 4601.423828
	Iteration 94Q: 3 clusters Score -1222761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1222772.000000 Penalty: 4601.423828
	Iteration 95Q: 3 clusters Score -1222772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1222779.500000 Penalty: 4601.423828
	Iteration 96Q: 3 clusters Score -1222780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1222782.875000 Penalty: 4601.423828
	Iteration 97Q: 3 clusters Score -1222783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1222783.500000 Penalty: 4601.423828
	Iteration 98Q: 3 clusters Score -1222784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1222783.500000 Penalty: 4601.423828
	Iteration 99Q: 3 clusters Score -1222784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1222789.875000 Penalty: 4601.423828
	Iteration 100F: 3 clusters Score -1222790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1222791.000000 Penalty: 4601.423828
	Iteration 101Q: 3 clusters Score -1222791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1222791.375000 Penalty: 4601.423828
	Iteration 102Q: 3 clusters Score -1222791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1222800.125000 Penalty: 4601.423828
	Iteration 103Q: 3 clusters Score -1222800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1222805.375000 Penalty: 4601.423828
	Iteration 104Q: 3 clusters Score -1222805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1222804.625000 Penalty: 4601.423828
	Iteration 105Q: 3 clusters Score -1222805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1222804.375000 Penalty: 4601.423828
	Iteration 106Q: 3 clusters Score -1222804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1222808.000000 Penalty: 4601.423828
	Iteration 107Q: 3 clusters Score -1222808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1222807.750000 Penalty: 4601.423828
	Iteration 108Q: 3 clusters Score -1222808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1222806.625000 Penalty: 4601.423828
	Iteration 109Q: 3 clusters Score -1222807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1222807.375000 Penalty: 4601.423828
	Iteration 110Q: 3 clusters Score -1222807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1222812.500000 Penalty: 4601.423828
	Iteration 111Q: 3 clusters Score -1222812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1222813.250000 Penalty: 4601.423828
	Iteration 112Q: 3 clusters Score -1222813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1222814.625000 Penalty: 4601.423828
	Iteration 113Q: 3 clusters Score -1222815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1222814.625000 Penalty: 4601.423828
	Iteration 114Q: 3 clusters Score -1222815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1222815.125000 Penalty: 4601.423828
	Iteration 115Q: 3 clusters Score -1222815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1222817.250000 Penalty: 4601.423828
	Iteration 116Q: 3 clusters Score -1222817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1222820.250000 Penalty: 4601.423828
	Iteration 117Q: 3 clusters Score -1222820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1222821.625000 Penalty: 4601.423828
	Iteration 118Q: 3 clusters Score -1222822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1222825.000000 Penalty: 4601.423828
	Iteration 119Q: 3 clusters Score -1222825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1222825.125000 Penalty: 4601.423828
	Iteration 120F: 3 clusters Score -1222825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1222827.375000 Penalty: 4601.423828
	Iteration 121Q: 3 clusters Score -1222827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1222832.500000 Penalty: 4601.423828
	Iteration 122Q: 3 clusters Score -1222832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1222835.250000 Penalty: 4601.423828
	Iteration 123Q: 3 clusters Score -1222835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1222836.500000 Penalty: 4601.423828
	Iteration 124Q: 3 clusters Score -1222836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1222840.000000 Penalty: 4601.423828
	Iteration 125Q: 3 clusters Score -1222840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1222838.750000 Penalty: 4601.423828
	Iteration 126Q: 3 clusters Score -1222839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1222843.625000 Penalty: 4601.423828
	Iteration 127Q: 3 clusters Score -1222844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1222843.875000 Penalty: 4601.423828
	Iteration 128Q: 3 clusters Score -1222844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1222845.750000 Penalty: 4601.423828
	Iteration 129Q: 3 clusters Score -1222846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1222843.375000 Penalty: 4601.423828
	Iteration 130Q: 3 clusters Score -1222843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1222844.875000 Penalty: 4601.423828
	Iteration 131Q: 3 clusters Score -1222845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1222848.000000 Penalty: 4601.423828
	Iteration 132Q: 3 clusters Score -1222848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1222847.375000 Penalty: 4601.423828
	Iteration 133Q: 3 clusters Score -1222847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1222846.875000 Penalty: 4601.423828
	Iteration 134Q: 3 clusters Score -1222847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1222848.125000 Penalty: 4601.423828
	Iteration 135Q: 3 clusters Score -1222848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1222847.125000 Penalty: 4601.423828
	Iteration 136Q: 3 clusters Score -1222847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1222850.375000 Penalty: 4601.423828
	Iteration 137Q: 3 clusters Score -1222850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1222850.125000 Penalty: 4601.423828
	Iteration 138Q: 3 clusters Score -1222850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1222854.875000 Penalty: 4601.423828
	Iteration 139Q: 3 clusters Score -1222855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1222855.500000 Penalty: 4601.423828
	Iteration 140F: 3 clusters Score -1222856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1222857.000000 Penalty: 4601.423828
	Iteration 141Q: 3 clusters Score -1222857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1222856.500000 Penalty: 4601.423828
	Iteration 142Q: 3 clusters Score -1222856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1222862.250000 Penalty: 4601.423828
	Iteration 143Q: 3 clusters Score -1222862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1222864.375000 Penalty: 4601.423828
	Iteration 144Q: 3 clusters Score -1222864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1222866.875000 Penalty: 4601.423828
	Iteration 145Q: 3 clusters Score -1222867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1222869.375000 Penalty: 4601.423828
	Iteration 146Q: 3 clusters Score -1222869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1222874.875000 Penalty: 4601.423828
	Iteration 147Q: 3 clusters Score -1222875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1222878.750000 Penalty: 4601.423828
	Iteration 148Q: 3 clusters Score -1222879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1222884.000000 Penalty: 4601.423828
	Iteration 149Q: 3 clusters Score -1222884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1222888.625000 Penalty: 4601.423828
	Iteration 150Q: 3 clusters Score -1222889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1222890.000000 Penalty: 4601.423828
	Iteration 151Q: 3 clusters Score -1222890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1222892.250000 Penalty: 4601.423828
	Iteration 152Q: 3 clusters Score -1222892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1222891.000000 Penalty: 4601.423828
	Iteration 153Q: 3 clusters Score -1222891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1222896.125000 Penalty: 4601.423828
	Iteration 154Q: 3 clusters Score -1222896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1222896.625000 Penalty: 4601.423828
	Iteration 155Q: 3 clusters Score -1222897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1222904.750000 Penalty: 4601.423828
	Iteration 156Q: 3 clusters Score -1222905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1222912.750000 Penalty: 4601.423828
	Iteration 157Q: 3 clusters Score -1222913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1222919.625000 Penalty: 4601.423828
	Iteration 158Q: 3 clusters Score -1222920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1222919.000000 Penalty: 4601.423828
	Iteration 159Q: 3 clusters Score -1222919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1222925.625000 Penalty: 4601.423828
	Iteration 160F: 3 clusters Score -1222926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1222925.625000 Penalty: 4601.423828
	Iteration 161Q: 3 clusters Score -1222926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1222934.875000 Penalty: 4601.423828
	Iteration 162Q: 3 clusters Score -1222935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1222944.250000 Penalty: 4601.423828
	Iteration 163Q: 3 clusters Score -1222944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1222952.125000 Penalty: 4601.423828
	Iteration 164Q: 3 clusters Score -1222952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1222959.250000 Penalty: 4601.423828
	Iteration 165Q: 3 clusters Score -1222959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1222966.375000 Penalty: 4601.423828
	Iteration 166Q: 3 clusters Score -1222966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1222973.625000 Penalty: 4601.423828
	Iteration 167Q: 3 clusters Score -1222974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1222979.000000 Penalty: 4601.423828
	Iteration 168Q: 3 clusters Score -1222979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1222987.000000 Penalty: 4601.423828
	Iteration 169Q: 3 clusters Score -1222987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1222995.375000 Penalty: 4601.423828
	Iteration 170Q: 3 clusters Score -1222995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1223004.500000 Penalty: 4601.423828
	Iteration 171Q: 3 clusters Score -1223004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1223008.500000 Penalty: 4601.423828
	Iteration 172Q: 3 clusters Score -1223008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1223016.625000 Penalty: 4601.423828
	Iteration 173Q: 3 clusters Score -1223017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1223027.125000 Penalty: 4601.423828
	Iteration 174Q: 3 clusters Score -1223027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1223037.000000 Penalty: 4601.423828
	Iteration 175Q: 3 clusters Score -1223037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1223046.375000 Penalty: 4601.423828
	Iteration 176Q: 3 clusters Score -1223046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1223054.500000 Penalty: 4601.423828
	Iteration 177Q: 3 clusters Score -1223054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1223060.375000 Penalty: 4601.423828
	Iteration 178Q: 3 clusters Score -1223060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1223067.125000 Penalty: 4601.423828
	Iteration 179Q: 3 clusters Score -1223067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1223068.375000 Penalty: 4601.423828
	Iteration 180F: 3 clusters Score -1223068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1223076.500000 Penalty: 4601.423828
	Iteration 181Q: 3 clusters Score -1223076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1223080.500000 Penalty: 4601.423828
	Iteration 182Q: 3 clusters Score -1223080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1223091.250000 Penalty: 4601.423828
	Iteration 183Q: 3 clusters Score -1223091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1223091.000000 Penalty: 4601.423828
	Iteration 184Q: 3 clusters Score -1223091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1223095.000000 Penalty: 4601.423828
	Iteration 185Q: 3 clusters Score -1223095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1223095.500000 Penalty: 4601.423828
	Iteration 186Q: 3 clusters Score -1223096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1223096.375000 Penalty: 4601.423828
	Iteration 187Q: 3 clusters Score -1223096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1223096.125000 Penalty: 4601.423828
	Iteration 188Q: 3 clusters Score -1223096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1223101.625000 Penalty: 4601.423828
	Iteration 189Q: 3 clusters Score -1223102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1223101.625000 Penalty: 4601.423828
	Iteration 190Q: 3 clusters Score -1223102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1223109.625000 Penalty: 4601.423828
	Iteration 191Q: 3 clusters Score -1223110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1223117.250000 Penalty: 4601.423828
	Iteration 192Q: 3 clusters Score -1223117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1223119.500000 Penalty: 4601.423828
	Iteration 193Q: 3 clusters Score -1223120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1223124.875000 Penalty: 4601.423828
	Iteration 194Q: 3 clusters Score -1223125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1223125.125000 Penalty: 4601.423828
	Iteration 195Q: 3 clusters Score -1223125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1223128.500000 Penalty: 4601.423828
	Iteration 196Q: 3 clusters Score -1223128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1223131.375000 Penalty: 4601.423828
	Iteration 197Q: 3 clusters Score -1223131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1223135.750000 Penalty: 4601.423828
	Iteration 198Q: 3 clusters Score -1223136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1223141.500000 Penalty: 4601.423828
	Iteration 199Q: 3 clusters Score -1223142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1223150.750000 Penalty: 4601.423828
	Iteration 200F: 3 clusters Score -1223151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1223161.875000 Penalty: 4601.423828
	Iteration 201Q: 3 clusters Score -1223162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1223164.875000 Penalty: 4601.423828
	Iteration 202Q: 3 clusters Score -1223165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1223172.000000 Penalty: 4601.423828
	Iteration 203Q: 3 clusters Score -1223172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1223175.750000 Penalty: 4601.423828
	Iteration 204Q: 3 clusters Score -1223176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1223179.375000 Penalty: 4601.423828
	Iteration 205Q: 3 clusters Score -1223179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1223189.375000 Penalty: 4601.423828
	Iteration 206Q: 3 clusters Score -1223189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1223193.000000 Penalty: 4601.423828
	Iteration 207Q: 3 clusters Score -1223193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1223197.000000 Penalty: 4601.423828
	Iteration 208Q: 3 clusters Score -1223197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1223198.000000 Penalty: 4601.423828
	Iteration 209Q: 3 clusters Score -1223198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1223198.750000 Penalty: 4601.423828
	Iteration 210Q: 3 clusters Score -1223199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1223201.750000 Penalty: 4601.423828
	Iteration 211Q: 3 clusters Score -1223202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1223202.875000 Penalty: 4601.423828
	Iteration 212Q: 3 clusters Score -1223203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1223206.250000 Penalty: 4601.423828
	Iteration 213Q: 3 clusters Score -1223206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1223207.500000 Penalty: 4601.423828
	Iteration 214Q: 3 clusters Score -1223208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1223210.500000 Penalty: 4601.423828
	Iteration 215Q: 3 clusters Score -1223210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1223215.500000 Penalty: 4601.423828
	Iteration 216Q: 3 clusters Score -1223216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1223215.000000 Penalty: 4601.423828
	Iteration 217Q: 3 clusters Score -1223215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1223218.250000 Penalty: 4601.423828
	Iteration 218Q: 3 clusters Score -1223218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1223219.500000 Penalty: 4601.423828
	Iteration 219Q: 3 clusters Score -1223220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1223222.000000 Penalty: 4601.423828
	Iteration 220F: 3 clusters Score -1223222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1223229.625000 Penalty: 4601.423828
	Iteration 221Q: 3 clusters Score -1223230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1223231.000000 Penalty: 4601.423828
	Iteration 222Q: 3 clusters Score -1223231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1223236.875000 Penalty: 4601.423828
	Iteration 223Q: 3 clusters Score -1223237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1223240.000000 Penalty: 4601.423828
	Iteration 224Q: 3 clusters Score -1223240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1223242.750000 Penalty: 4601.423828
	Iteration 225Q: 3 clusters Score -1223243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1223244.000000 Penalty: 4601.423828
	Iteration 226Q: 3 clusters Score -1223244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1223243.375000 Penalty: 4601.423828
	Iteration 227Q: 3 clusters Score -1223243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1223247.875000 Penalty: 4601.423828
	Iteration 228Q: 3 clusters Score -1223248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1223244.125000 Penalty: 4601.423828
	Iteration 229Q: 3 clusters Score -1223244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1223245.000000 Penalty: 4601.423828
	Iteration 230Q: 3 clusters Score -1223245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1223245.000000 Penalty: 4601.423828
	Iteration 231F: 3 clusters Score -1223245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Entering Unmasked Estep 
Score: -2452046.000000 Penalty: 2482.191650
	Iteration 0F: 2 clusters Score -2452046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2436541.250000 Penalty: 4964.383301
	Iteration 0F: 3 clusters Score -2436541 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2442015.250000 Penalty: 4964.383301
	Iteration 1F: 3 clusters Score -2442015 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2442841.000000 Penalty: 4964.383301
	Iteration 2F: 3 clusters Score -2442841 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2443785.750000 Penalty: 4964.383301
	Iteration 3F: 3 clusters Score -2443786 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2444686.250000 Penalty: 4964.383301
	Iteration 4F: 3 clusters Score -2444686 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2445466.750000 Penalty: 4964.383301
	Iteration 5F: 3 clusters Score -2445467 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2446117.500000 Penalty: 4964.383301
	Iteration 6F: 3 clusters Score -2446118 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2446666.500000 Penalty: 4964.383301
	Iteration 7Q: 3 clusters Score -2446666 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2447172.250000 Penalty: 4964.383301
	Iteration 8Q: 3 clusters Score -2447172 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2447649.250000 Penalty: 4964.383301
	Iteration 9Q: 3 clusters Score -2447649 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2448137.000000 Penalty: 4964.383301
	Iteration 10Q: 3 clusters Score -2448137 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2448592.250000 Penalty: 4964.383301
	Iteration 11Q: 3 clusters Score -2448592 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2449049.750000 Penalty: 4964.383301
	Iteration 12Q: 3 clusters Score -2449050 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2449438.250000 Penalty: 4964.383301
	Iteration 13Q: 3 clusters Score -2449438 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2449760.250000 Penalty: 4964.383301
	Iteration 14Q: 3 clusters Score -2449760 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2449998.750000 Penalty: 4964.383301
	Iteration 15Q: 3 clusters Score -2449999 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2450141.500000 Penalty: 4964.383301
	Iteration 16Q: 3 clusters Score -2450142 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2450227.250000 Penalty: 4964.383301
	Iteration 17Q: 3 clusters Score -2450227 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2450293.750000 Penalty: 4964.383301
	Iteration 18Q: 3 clusters Score -2450294 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2450338.500000 Penalty: 4964.383301
	Iteration 19Q: 3 clusters Score -2450338 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2450373.750000 Penalty: 4964.383301
	Iteration 20F: 3 clusters Score -2450374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2450406.750000 Penalty: 4964.383301
	Iteration 21Q: 3 clusters Score -2450407 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2450412.250000 Penalty: 4964.383301
	Iteration 22Q: 3 clusters Score -2450412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2450429.750000 Penalty: 4964.383301
	Iteration 23Q: 3 clusters Score -2450430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2450432.750000 Penalty: 4964.383301
	Iteration 24Q: 3 clusters Score -2450433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2450439.750000 Penalty: 4964.383301
	Iteration 25Q: 3 clusters Score -2450440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2450442.250000 Penalty: 4964.383301
	Iteration 26Q: 3 clusters Score -2450442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2450446.500000 Penalty: 4964.383301
	Iteration 27Q: 3 clusters Score -2450446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2450440.250000 Penalty: 4964.383301
	Iteration 28Q: 3 clusters Score -2450440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2450456.250000 Penalty: 4964.383301
	Iteration 29Q: 3 clusters Score -2450456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2450463.750000 Penalty: 4964.383301
	Iteration 30Q: 3 clusters Score -2450464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2450465.750000 Penalty: 4964.383301
	Iteration 31Q: 3 clusters Score -2450466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2450475.750000 Penalty: 4964.383301
	Iteration 32Q: 3 clusters Score -2450476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2450476.000000 Penalty: 4964.383301
	Iteration 33Q: 3 clusters Score -2450476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2450475.500000 Penalty: 4964.383301
	Iteration 34Q: 3 clusters Score -2450476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2450476.250000 Penalty: 4964.383301
	Iteration 35Q: 3 clusters Score -2450476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2450482.250000 Penalty: 4964.383301
	Iteration 36Q: 3 clusters Score -2450482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2450490.750000 Penalty: 4964.383301
	Iteration 37Q: 3 clusters Score -2450491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2450496.750000 Penalty: 4964.383301
	Iteration 38Q: 3 clusters Score -2450497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2450499.750000 Penalty: 4964.383301
	Iteration 39Q: 3 clusters Score -2450500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2450498.250000 Penalty: 4964.383301
	Iteration 40F: 3 clusters Score -2450498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2450500.250000 Penalty: 4964.383301
	Iteration 41Q: 3 clusters Score -2450500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2450509.750000 Penalty: 4964.383301
	Iteration 42Q: 3 clusters Score -2450510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2450509.500000 Penalty: 4964.383301
	Iteration 43Q: 3 clusters Score -2450510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2450514.500000 Penalty: 4964.383301
	Iteration 44Q: 3 clusters Score -2450514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2450512.250000 Penalty: 4964.383301
	Iteration 45Q: 3 clusters Score -2450512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2450523.250000 Penalty: 4964.383301
	Iteration 46Q: 3 clusters Score -2450523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2450526.250000 Penalty: 4964.383301
	Iteration 47Q: 3 clusters Score -2450526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2450534.250000 Penalty: 4964.383301
	Iteration 48Q: 3 clusters Score -2450534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2450531.500000 Penalty: 4964.383301
	Iteration 49Q: 3 clusters Score -2450532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2450538.500000 Penalty: 4964.383301
	Iteration 50Q: 3 clusters Score -2450538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2450535.750000 Penalty: 4964.383301
	Iteration 51Q: 3 clusters Score -2450536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2450543.500000 Penalty: 4964.383301
	Iteration 52Q: 3 clusters Score -2450544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2450543.750000 Penalty: 4964.383301
	Iteration 53Q: 3 clusters Score -2450544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2450543.500000 Penalty: 4964.383301
	Iteration 54Q: 3 clusters Score -2450544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2450545.000000 Penalty: 4964.383301
	Iteration 55Q: 3 clusters Score -2450545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2450546.000000 Penalty: 4964.383301
	Iteration 56Q: 3 clusters Score -2450546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2450546.250000 Penalty: 4964.383301
	Iteration 57Q: 3 clusters Score -2450546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2450548.750000 Penalty: 4964.383301
	Iteration 58Q: 3 clusters Score -2450549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2450545.000000 Penalty: 4964.383301
	Iteration 59Q: 3 clusters Score -2450545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2450544.250000 Penalty: 4964.383301
	Iteration 60F: 3 clusters Score -2450544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2450543.750000 Penalty: 4964.383301
	Iteration 61Q: 3 clusters Score -2450544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2450546.250000 Penalty: 4964.383301
	Iteration 62Q: 3 clusters Score -2450546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2450549.000000 Penalty: 4964.383301
	Iteration 63Q: 3 clusters Score -2450549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2450549.750000 Penalty: 4964.383301
	Iteration 64Q: 3 clusters Score -2450550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2450552.750000 Penalty: 4964.383301
	Iteration 65Q: 3 clusters Score -2450553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2450554.750000 Penalty: 4964.383301
	Iteration 66Q: 3 clusters Score -2450555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2450554.500000 Penalty: 4964.383301
	Iteration 67Q: 3 clusters Score -2450554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2450551.000000 Penalty: 4964.383301
	Iteration 68Q: 3 clusters Score -2450551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2450548.500000 Penalty: 4964.383301
	Iteration 69Q: 3 clusters Score -2450548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2450550.750000 Penalty: 4964.383301
	Iteration 70Q: 3 clusters Score -2450551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2450551.750000 Penalty: 4964.383301
	Iteration 71Q: 3 clusters Score -2450552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2450550.750000 Penalty: 4964.383301
	Iteration 72Q: 3 clusters Score -2450551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2450552.000000 Penalty: 4964.383301
	Iteration 73Q: 3 clusters Score -2450552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2450549.250000 Penalty: 4964.383301
	Iteration 74Q: 3 clusters Score -2450549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2450549.250000 Penalty: 4964.383301
	Iteration 75Q: 3 clusters Score -2450549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2450546.250000 Penalty: 4964.383301
	Iteration 76Q: 3 clusters Score -2450546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2450546.250000 Penalty: 4964.383301
	Iteration 77F: 3 clusters Score -2450546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Entering Unmasked Estep 
Score: -2800802.000000 Penalty: 2513.380615
	Iteration 0F: 2 clusters Score -2800802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2783374.250000 Penalty: 5026.761230
	Iteration 0F: 3 clusters Score -2783374 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2789693.500000 Penalty: 5026.761230
	Iteration 1F: 3 clusters Score -2789694 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2790358.250000 Penalty: 5026.761230
	Iteration 2F: 3 clusters Score -2790358 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2791138.500000 Penalty: 5026.761230
	Iteration 3F: 3 clusters Score -2791138 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2792067.500000 Penalty: 5026.761230
	Iteration 4F: 3 clusters Score -2792068 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2793160.500000 Penalty: 5026.761230
	Iteration 5F: 3 clusters Score -2793160 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2794199.250000 Penalty: 5026.761230
	Iteration 6F: 3 clusters Score -2794199 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2795209.250000 Penalty: 5026.761230
	Iteration 7F: 3 clusters Score -2795209 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2796063.750000 Penalty: 5026.761230
	Iteration 8Q: 3 clusters Score -2796064 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2796690.250000 Penalty: 5026.761230
	Iteration 9Q: 3 clusters Score -2796690 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2797144.750000 Penalty: 5026.761230
	Iteration 10Q: 3 clusters Score -2797145 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2797485.750000 Penalty: 5026.761230
	Iteration 11Q: 3 clusters Score -2797486 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2797694.250000 Penalty: 5026.761230
	Iteration 12Q: 3 clusters Score -2797694 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2797846.000000 Penalty: 5026.761230
	Iteration 13Q: 3 clusters Score -2797846 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2797971.500000 Penalty: 5026.761230
	Iteration 14Q: 3 clusters Score -2797972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2798065.750000 Penalty: 5026.761230
	Iteration 15Q: 3 clusters Score -2798066 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2798125.500000 Penalty: 5026.761230
	Iteration 16Q: 3 clusters Score -2798126 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2798171.750000 Penalty: 5026.761230
	Iteration 17Q: 3 clusters Score -2798172 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2798217.000000 Penalty: 5026.761230
	Iteration 18Q: 3 clusters Score -2798217 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2798248.750000 Penalty: 5026.761230
	Iteration 19Q: 3 clusters Score -2798249 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2798286.000000 Penalty: 5026.761230
	Iteration 20F: 3 clusters Score -2798286 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2798303.250000 Penalty: 5026.761230
	Iteration 21Q: 3 clusters Score -2798303 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2798321.000000 Penalty: 5026.761230
	Iteration 22Q: 3 clusters Score -2798321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2798328.500000 Penalty: 5026.761230
	Iteration 23Q: 3 clusters Score -2798328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2798342.250000 Penalty: 5026.761230
	Iteration 24Q: 3 clusters Score -2798342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2798346.500000 Penalty: 5026.761230
	Iteration 25Q: 3 clusters Score -2798346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2798356.000000 Penalty: 5026.761230
	Iteration 26Q: 3 clusters Score -2798356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2798371.000000 Penalty: 5026.761230
	Iteration 27Q: 3 clusters Score -2798371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2798382.500000 Penalty: 5026.761230
	Iteration 28Q: 3 clusters Score -2798382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2798401.000000 Penalty: 5026.761230
	Iteration 29Q: 3 clusters Score -2798401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2798403.750000 Penalty: 5026.761230
	Iteration 30Q: 3 clusters Score -2798404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2798410.750000 Penalty: 5026.761230
	Iteration 31Q: 3 clusters Score -2798411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2798404.000000 Penalty: 5026.761230
	Iteration 32Q: 3 clusters Score -2798404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2798410.500000 Penalty: 5026.761230
	Iteration 33Q: 3 clusters Score -2798410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2798409.500000 Penalty: 5026.761230
	Iteration 34Q: 3 clusters Score -2798410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2798422.500000 Penalty: 5026.761230
	Iteration 35Q: 3 clusters Score -2798422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2798431.750000 Penalty: 5026.761230
	Iteration 36Q: 3 clusters Score -2798432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2798430.500000 Penalty: 5026.761230
	Iteration 37Q: 3 clusters Score -2798430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2798435.750000 Penalty: 5026.761230
	Iteration 38Q: 3 clusters Score -2798436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2798441.750000 Penalty: 5026.761230
	Iteration 39Q: 3 clusters Score -2798442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2798448.750000 Penalty: 5026.761230
	Iteration 40F: 3 clusters Score -2798449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2798453.500000 Penalty: 5026.761230
	Iteration 41Q: 3 clusters Score -2798454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2798455.000000 Penalty: 5026.761230
	Iteration 42Q: 3 clusters Score -2798455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2798457.250000 Penalty: 5026.761230
	Iteration 43Q: 3 clusters Score -2798457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2798457.750000 Penalty: 5026.761230
	Iteration 44Q: 3 clusters Score -2798458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2798456.750000 Penalty: 5026.761230
	Iteration 45Q: 3 clusters Score -2798457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2798460.000000 Penalty: 5026.761230
	Iteration 46Q: 3 clusters Score -2798460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2798454.250000 Penalty: 5026.761230
	Iteration 47Q: 3 clusters Score -2798454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2798446.000000 Penalty: 5026.761230
	Iteration 48Q: 3 clusters Score -2798446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2798461.500000 Penalty: 5026.761230
	Iteration 49Q: 3 clusters Score -2798462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2798455.000000 Penalty: 5026.761230
	Iteration 50Q: 3 clusters Score -2798455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2798460.750000 Penalty: 5026.761230
	Iteration 51Q: 3 clusters Score -2798461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2798463.250000 Penalty: 5026.761230
	Iteration 52Q: 3 clusters Score -2798463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2798463.000000 Penalty: 5026.761230
	Iteration 53Q: 3 clusters Score -2798463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2798460.500000 Penalty: 5026.761230
	Iteration 54Q: 3 clusters Score -2798460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2798464.500000 Penalty: 5026.761230
	Iteration 55Q: 3 clusters Score -2798464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2798462.750000 Penalty: 5026.761230
	Iteration 56Q: 3 clusters Score -2798463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2798461.500000 Penalty: 5026.761230
	Iteration 57Q: 3 clusters Score -2798462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2798463.500000 Penalty: 5026.761230
	Iteration 58Q: 3 clusters Score -2798464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2798466.500000 Penalty: 5026.761230
	Iteration 59Q: 3 clusters Score -2798466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2798464.500000 Penalty: 5026.761230
	Iteration 60F: 3 clusters Score -2798464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2798465.750000 Penalty: 5026.761230
	Iteration 61Q: 3 clusters Score -2798466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2798470.000000 Penalty: 5026.761230
	Iteration 62Q: 3 clusters Score -2798470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2798469.250000 Penalty: 5026.761230
	Iteration 63Q: 3 clusters Score -2798469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2798468.250000 Penalty: 5026.761230
	Iteration 64Q: 3 clusters Score -2798468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2798468.250000 Penalty: 5026.761230
	Iteration 65F: 3 clusters Score -2798468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Entering Unmasked Estep 
Score: -2446073.500000 Penalty: 2468.660400
	Iteration 0F: 2 clusters Score -2446074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2431374.000000 Penalty: 4937.320801
	Iteration 0F: 3 clusters Score -2431374 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2436504.250000 Penalty: 4937.320801
	Iteration 1F: 3 clusters Score -2436504 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2437269.000000 Penalty: 4937.320801
	Iteration 2F: 3 clusters Score -2437269 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2438130.000000 Penalty: 4937.320801
	Iteration 3F: 3 clusters Score -2438130 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2439037.000000 Penalty: 4937.320801
	Iteration 4F: 3 clusters Score -2439037 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2440199.000000 Penalty: 4937.320801
	Iteration 5F: 3 clusters Score -2440199 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2441553.000000 Penalty: 4937.320801
	Iteration 6F: 3 clusters Score -2441553 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2443002.250000 Penalty: 4937.320801
	Iteration 7F: 3 clusters Score -2443002 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2444122.500000 Penalty: 4937.320801
	Iteration 8F: 3 clusters Score -2444122 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2444709.500000 Penalty: 4937.320801
	Iteration 9Q: 3 clusters Score -2444710 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2445010.500000 Penalty: 4937.320801
	Iteration 10Q: 3 clusters Score -2445010 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2445175.000000 Penalty: 4937.320801
	Iteration 11Q: 3 clusters Score -2445175 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2445298.500000 Penalty: 4937.320801
	Iteration 12Q: 3 clusters Score -2445298 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2445355.500000 Penalty: 4937.320801
	Iteration 13Q: 3 clusters Score -2445356 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2445399.500000 Penalty: 4937.320801
	Iteration 14Q: 3 clusters Score -2445400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2445445.750000 Penalty: 4937.320801
	Iteration 15Q: 3 clusters Score -2445446 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2445485.250000 Penalty: 4937.320801
	Iteration 16Q: 3 clusters Score -2445485 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2445507.250000 Penalty: 4937.320801
	Iteration 17Q: 3 clusters Score -2445507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2445527.250000 Penalty: 4937.320801
	Iteration 18Q: 3 clusters Score -2445527 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2445535.750000 Penalty: 4937.320801
	Iteration 19Q: 3 clusters Score -2445536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2445548.250000 Penalty: 4937.320801
	Iteration 20F: 3 clusters Score -2445548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2445551.750000 Penalty: 4937.320801
	Iteration 21Q: 3 clusters Score -2445552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2445553.250000 Penalty: 4937.320801
	Iteration 22Q: 3 clusters Score -2445553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2445559.500000 Penalty: 4937.320801
	Iteration 23Q: 3 clusters Score -2445560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2445568.250000 Penalty: 4937.320801
	Iteration 24Q: 3 clusters Score -2445568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2445581.750000 Penalty: 4937.320801
	Iteration 25Q: 3 clusters Score -2445582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2445587.750000 Penalty: 4937.320801
	Iteration 26Q: 3 clusters Score -2445588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2445595.750000 Penalty: 4937.320801
	Iteration 27Q: 3 clusters Score -2445596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2445600.500000 Penalty: 4937.320801
	Iteration 28Q: 3 clusters Score -2445600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2445611.000000 Penalty: 4937.320801
	Iteration 29Q: 3 clusters Score -2445611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2445608.000000 Penalty: 4937.320801
	Iteration 30Q: 3 clusters Score -2445608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2445616.750000 Penalty: 4937.320801
	Iteration 31Q: 3 clusters Score -2445617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2445619.250000 Penalty: 4937.320801
	Iteration 32Q: 3 clusters Score -2445619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2445629.750000 Penalty: 4937.320801
	Iteration 33Q: 3 clusters Score -2445630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2445630.750000 Penalty: 4937.320801
	Iteration 34Q: 3 clusters Score -2445631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2445634.000000 Penalty: 4937.320801
	Iteration 35Q: 3 clusters Score -2445634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2445643.750000 Penalty: 4937.320801
	Iteration 36Q: 3 clusters Score -2445644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2445645.750000 Penalty: 4937.320801
	Iteration 37Q: 3 clusters Score -2445646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2445659.250000 Penalty: 4937.320801
	Iteration 38Q: 3 clusters Score -2445659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2445670.500000 Penalty: 4937.320801
	Iteration 39Q: 3 clusters Score -2445670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2445671.250000 Penalty: 4937.320801
	Iteration 40F: 3 clusters Score -2445671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2445670.750000 Penalty: 4937.320801
	Iteration 41Q: 3 clusters Score -2445671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2445679.250000 Penalty: 4937.320801
	Iteration 42Q: 3 clusters Score -2445679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2445685.250000 Penalty: 4937.320801
	Iteration 43Q: 3 clusters Score -2445685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2445691.750000 Penalty: 4937.320801
	Iteration 44Q: 3 clusters Score -2445692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2445699.000000 Penalty: 4937.320801
	Iteration 45Q: 3 clusters Score -2445699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2445701.750000 Penalty: 4937.320801
	Iteration 46Q: 3 clusters Score -2445702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2445710.750000 Penalty: 4937.320801
	Iteration 47Q: 3 clusters Score -2445711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2445709.250000 Penalty: 4937.320801
	Iteration 48Q: 3 clusters Score -2445709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2445721.250000 Penalty: 4937.320801
	Iteration 49Q: 3 clusters Score -2445721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2445731.500000 Penalty: 4937.320801
	Iteration 50Q: 3 clusters Score -2445732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2445743.000000 Penalty: 4937.320801
	Iteration 51Q: 3 clusters Score -2445743 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2445754.250000 Penalty: 4937.320801
	Iteration 52Q: 3 clusters Score -2445754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2445769.250000 Penalty: 4937.320801
	Iteration 53Q: 3 clusters Score -2445769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2445780.000000 Penalty: 4937.320801
	Iteration 54Q: 3 clusters Score -2445780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2445788.500000 Penalty: 4937.320801
	Iteration 55Q: 3 clusters Score -2445788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2445802.000000 Penalty: 4937.320801
	Iteration 56Q: 3 clusters Score -2445802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2445816.000000 Penalty: 4937.320801
	Iteration 57Q: 3 clusters Score -2445816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2445826.750000 Penalty: 4937.320801
	Iteration 58Q: 3 clusters Score -2445827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2445842.750000 Penalty: 4937.320801
	Iteration 59Q: 3 clusters Score -2445843 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2445864.250000 Penalty: 4937.320801
	Iteration 60F: 3 clusters Score -2445864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2445876.000000 Penalty: 4937.320801
	Iteration 61Q: 3 clusters Score -2445876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2445896.000000 Penalty: 4937.320801
	Iteration 62Q: 3 clusters Score -2445896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2445907.000000 Penalty: 4937.320801
	Iteration 63Q: 3 clusters Score -2445907 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2445936.500000 Penalty: 4937.320801
	Iteration 64Q: 3 clusters Score -2445936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2445955.000000 Penalty: 4937.320801
	Iteration 65Q: 3 clusters Score -2445955 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2445960.500000 Penalty: 4937.320801
	Iteration 66Q: 3 clusters Score -2445960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2445991.000000 Penalty: 4937.320801
	Iteration 67Q: 3 clusters Score -2445991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2446006.500000 Penalty: 4937.320801
	Iteration 68Q: 3 clusters Score -2446006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2446021.000000 Penalty: 4937.320801
	Iteration 69Q: 3 clusters Score -2446021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2446037.750000 Penalty: 4937.320801
	Iteration 70Q: 3 clusters Score -2446038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2446045.750000 Penalty: 4937.320801
	Iteration 71Q: 3 clusters Score -2446046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2446061.750000 Penalty: 4937.320801
	Iteration 72Q: 3 clusters Score -2446062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2446078.500000 Penalty: 4937.320801
	Iteration 73Q: 3 clusters Score -2446078 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2446098.500000 Penalty: 4937.320801
	Iteration 74Q: 3 clusters Score -2446098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2446125.750000 Penalty: 4937.320801
	Iteration 75Q: 3 clusters Score -2446126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2446144.000000 Penalty: 4937.320801
	Iteration 76Q: 3 clusters Score -2446144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2446166.750000 Penalty: 4937.320801
	Iteration 77Q: 3 clusters Score -2446167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2446176.500000 Penalty: 4937.320801
	Iteration 78Q: 3 clusters Score -2446176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2446190.000000 Penalty: 4937.320801
	Iteration 79Q: 3 clusters Score -2446190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2446197.250000 Penalty: 4937.320801
	Iteration 80F: 3 clusters Score -2446197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2446207.000000 Penalty: 4937.320801
	Iteration 81Q: 3 clusters Score -2446207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2446208.250000 Penalty: 4937.320801
	Iteration 82Q: 3 clusters Score -2446208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2446219.500000 Penalty: 4937.320801
	Iteration 83Q: 3 clusters Score -2446220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2446219.750000 Penalty: 4937.320801
	Iteration 84Q: 3 clusters Score -2446220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2446224.000000 Penalty: 4937.320801
	Iteration 85Q: 3 clusters Score -2446224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2446224.500000 Penalty: 4937.320801
	Iteration 86Q: 3 clusters Score -2446224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2446223.000000 Penalty: 4937.320801
	Iteration 87Q: 3 clusters Score -2446223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2446228.750000 Penalty: 4937.320801
	Iteration 88Q: 3 clusters Score -2446229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2446235.000000 Penalty: 4937.320801
	Iteration 89Q: 3 clusters Score -2446235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2446242.000000 Penalty: 4937.320801
	Iteration 90Q: 3 clusters Score -2446242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2446242.250000 Penalty: 4937.320801
	Iteration 91Q: 3 clusters Score -2446242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2446243.750000 Penalty: 4937.320801
	Iteration 92Q: 3 clusters Score -2446244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2446245.500000 Penalty: 4937.320801
	Iteration 93Q: 3 clusters Score -2446246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2446243.750000 Penalty: 4937.320801
	Iteration 94Q: 3 clusters Score -2446244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2446250.250000 Penalty: 4937.320801
	Iteration 95Q: 3 clusters Score -2446250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2446253.750000 Penalty: 4937.320801
	Iteration 96Q: 3 clusters Score -2446254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2446248.500000 Penalty: 4937.320801
	Iteration 97Q: 3 clusters Score -2446248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2446257.750000 Penalty: 4937.320801
	Iteration 98Q: 3 clusters Score -2446258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2446264.750000 Penalty: 4937.320801
	Iteration 99Q: 3 clusters Score -2446265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2446266.750000 Penalty: 4937.320801
	Iteration 100F: 3 clusters Score -2446267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2446265.000000 Penalty: 4937.320801
	Iteration 101Q: 3 clusters Score -2446265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2446266.750000 Penalty: 4937.320801
	Iteration 102Q: 3 clusters Score -2446267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2446267.000000 Penalty: 4937.320801
	Iteration 103Q: 3 clusters Score -2446267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2446274.000000 Penalty: 4937.320801
	Iteration 104Q: 3 clusters Score -2446274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2446275.500000 Penalty: 4937.320801
	Iteration 105Q: 3 clusters Score -2446276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2446279.500000 Penalty: 4937.320801
	Iteration 106Q: 3 clusters Score -2446280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2446276.750000 Penalty: 4937.320801
	Iteration 107Q: 3 clusters Score -2446277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2446275.250000 Penalty: 4937.320801
	Iteration 108Q: 3 clusters Score -2446275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2446275.500000 Penalty: 4937.320801
	Iteration 109Q: 3 clusters Score -2446276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2446271.500000 Penalty: 4937.320801
	Iteration 110Q: 3 clusters Score -2446272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2446276.000000 Penalty: 4937.320801
	Iteration 111Q: 3 clusters Score -2446276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2446278.500000 Penalty: 4937.320801
	Iteration 112Q: 3 clusters Score -2446278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2446278.500000 Penalty: 4937.320801
	Iteration 113F: 3 clusters Score -2446278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 3 contains 172738 members 
Mstep: Class 4 contains 153611 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 162892 members 
Mstep: Class 9 contains 119056 members 
Mstep: Class 10 contains 93149 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 79846 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 49661 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 56831 members 
Mstep: Class 18 contains 81583 members 
Mstep: Class 19 contains 232285 members 
Mstep: Class 20 contains 10690 members 
Mstep: Class 21 contains 22222 members 
Mstep: Class 22 contains 25200 members 
Mstep: Class 23 contains 15430 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 9946 members 
Mstep: Class 30 contains 10459 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 106492 members 
Mstep: Class 34 contains 19148 members 
Mstep: Class 35 contains 5612 members 
Entering Unmasked Estep 
Score: -205580496.000000 Penalty: 124948.460938
Splitting cluster 23 changes total score from -205578336.000000 to -205580496.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (26611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Entering Unmasked Estep 
Score: -3068430.250000 Penalty: 2526.891846
	Iteration 0F: 2 clusters Score -3068430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3050145.250000 Penalty: 5053.783691
	Iteration 0F: 3 clusters Score -3050145 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3056674.750000 Penalty: 5053.783691
	Iteration 1F: 3 clusters Score -3056675 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3057336.000000 Penalty: 5053.783691
	Iteration 2F: 3 clusters Score -3057336 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3058043.500000 Penalty: 5053.783691
	Iteration 3F: 3 clusters Score -3058044 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3058819.000000 Penalty: 5053.783691
	Iteration 4F: 3 clusters Score -3058819 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3059714.750000 Penalty: 5053.783691
	Iteration 5F: 3 clusters Score -3059715 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3060504.750000 Penalty: 5053.783691
	Iteration 6F: 3 clusters Score -3060505 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3061287.500000 Penalty: 5053.783691
	Iteration 7F: 3 clusters Score -3061288 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3061968.500000 Penalty: 5053.783691
	Iteration 8Q: 3 clusters Score -3061968 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3062541.000000 Penalty: 5053.783691
	Iteration 9Q: 3 clusters Score -3062541 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3062985.250000 Penalty: 5053.783691
	Iteration 10Q: 3 clusters Score -3062985 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3063325.750000 Penalty: 5053.783691
	Iteration 11Q: 3 clusters Score -3063326 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3063603.000000 Penalty: 5053.783691
	Iteration 12Q: 3 clusters Score -3063603 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3063869.500000 Penalty: 5053.783691
	Iteration 13Q: 3 clusters Score -3063870 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3064104.250000 Penalty: 5053.783691
	Iteration 14Q: 3 clusters Score -3064104 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3064326.500000 Penalty: 5053.783691
	Iteration 15Q: 3 clusters Score -3064326 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3064503.000000 Penalty: 5053.783691
	Iteration 16Q: 3 clusters Score -3064503 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3064694.500000 Penalty: 5053.783691
	Iteration 17Q: 3 clusters Score -3064694 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3064824.750000 Penalty: 5053.783691
	Iteration 18Q: 3 clusters Score -3064825 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3064951.000000 Penalty: 5053.783691
	Iteration 19Q: 3 clusters Score -3064951 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3065039.250000 Penalty: 5053.783691
	Iteration 20F: 3 clusters Score -3065039 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3065116.000000 Penalty: 5053.783691
	Iteration 21Q: 3 clusters Score -3065116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -3065169.750000 Penalty: 5053.783691
	Iteration 22Q: 3 clusters Score -3065170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3065237.000000 Penalty: 5053.783691
	Iteration 23Q: 3 clusters Score -3065237 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3065278.500000 Penalty: 5053.783691
	Iteration 24Q: 3 clusters Score -3065278 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3065348.750000 Penalty: 5053.783691
	Iteration 25Q: 3 clusters Score -3065349 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3065422.500000 Penalty: 5053.783691
	Iteration 26Q: 3 clusters Score -3065422 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3065491.250000 Penalty: 5053.783691
	Iteration 27Q: 3 clusters Score -3065491 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3065546.000000 Penalty: 5053.783691
	Iteration 28Q: 3 clusters Score -3065546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3065598.750000 Penalty: 5053.783691
	Iteration 29Q: 3 clusters Score -3065599 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3065667.000000 Penalty: 5053.783691
	Iteration 30Q: 3 clusters Score -3065667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3065742.750000 Penalty: 5053.783691
	Iteration 31Q: 3 clusters Score -3065743 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3065795.500000 Penalty: 5053.783691
	Iteration 32Q: 3 clusters Score -3065796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3065836.750000 Penalty: 5053.783691
	Iteration 33Q: 3 clusters Score -3065837 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3065896.000000 Penalty: 5053.783691
	Iteration 34Q: 3 clusters Score -3065896 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3065931.000000 Penalty: 5053.783691
	Iteration 35Q: 3 clusters Score -3065931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3065974.500000 Penalty: 5053.783691
	Iteration 36Q: 3 clusters Score -3065974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3066011.000000 Penalty: 5053.783691
	Iteration 37Q: 3 clusters Score -3066011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3066041.750000 Penalty: 5053.783691
	Iteration 38Q: 3 clusters Score -3066042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3066069.250000 Penalty: 5053.783691
	Iteration 39Q: 3 clusters Score -3066069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3066093.000000 Penalty: 5053.783691
	Iteration 40F: 3 clusters Score -3066093 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3066113.500000 Penalty: 5053.783691
	Iteration 41Q: 3 clusters Score -3066114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3066125.000000 Penalty: 5053.783691
	Iteration 42Q: 3 clusters Score -3066125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3066137.500000 Penalty: 5053.783691
	Iteration 43Q: 3 clusters Score -3066138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3066159.250000 Penalty: 5053.783691
	Iteration 44Q: 3 clusters Score -3066159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3066178.250000 Penalty: 5053.783691
	Iteration 45Q: 3 clusters Score -3066178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3066195.500000 Penalty: 5053.783691
	Iteration 46Q: 3 clusters Score -3066196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3066199.500000 Penalty: 5053.783691
	Iteration 47Q: 3 clusters Score -3066200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3066202.250000 Penalty: 5053.783691
	Iteration 48Q: 3 clusters Score -3066202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3066221.250000 Penalty: 5053.783691
	Iteration 49Q: 3 clusters Score -3066221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3066230.000000 Penalty: 5053.783691
	Iteration 50Q: 3 clusters Score -3066230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3066231.000000 Penalty: 5053.783691
	Iteration 51Q: 3 clusters Score -3066231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3066243.000000 Penalty: 5053.783691
	Iteration 52Q: 3 clusters Score -3066243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3066243.750000 Penalty: 5053.783691
	Iteration 53Q: 3 clusters Score -3066244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3066250.500000 Penalty: 5053.783691
	Iteration 54Q: 3 clusters Score -3066250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3066253.500000 Penalty: 5053.783691
	Iteration 55Q: 3 clusters Score -3066254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3066256.500000 Penalty: 5053.783691
	Iteration 56Q: 3 clusters Score -3066256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3066263.500000 Penalty: 5053.783691
	Iteration 57Q: 3 clusters Score -3066264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3066257.000000 Penalty: 5053.783691
	Iteration 58Q: 3 clusters Score -3066257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3066255.750000 Penalty: 5053.783691
	Iteration 59Q: 3 clusters Score -3066256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3066257.750000 Penalty: 5053.783691
	Iteration 60F: 3 clusters Score -3066258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3066263.750000 Penalty: 5053.783691
	Iteration 61Q: 3 clusters Score -3066264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3066271.250000 Penalty: 5053.783691
	Iteration 62Q: 3 clusters Score -3066271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3066267.500000 Penalty: 5053.783691
	Iteration 63Q: 3 clusters Score -3066268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3066276.000000 Penalty: 5053.783691
	Iteration 64Q: 3 clusters Score -3066276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3066276.500000 Penalty: 5053.783691
	Iteration 65Q: 3 clusters Score -3066276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3066276.250000 Penalty: 5053.783691
	Iteration 66Q: 3 clusters Score -3066276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3066274.250000 Penalty: 5053.783691
	Iteration 67Q: 3 clusters Score -3066274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3066274.500000 Penalty: 5053.783691
	Iteration 68Q: 3 clusters Score -3066274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3066275.750000 Penalty: 5053.783691
	Iteration 69Q: 3 clusters Score -3066276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3066283.000000 Penalty: 5053.783691
	Iteration 70Q: 3 clusters Score -3066283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3066285.000000 Penalty: 5053.783691
	Iteration 71Q: 3 clusters Score -3066285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3066285.500000 Penalty: 5053.783691
	Iteration 72Q: 3 clusters Score -3066286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3066285.000000 Penalty: 5053.783691
	Iteration 73Q: 3 clusters Score -3066285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3066288.750000 Penalty: 5053.783691
	Iteration 74Q: 3 clusters Score -3066289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3066289.000000 Penalty: 5053.783691
	Iteration 75Q: 3 clusters Score -3066289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3066287.000000 Penalty: 5053.783691
	Iteration 76Q: 3 clusters Score -3066287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3066287.000000 Penalty: 5053.783691
	Iteration 77F: 3 clusters Score -3066287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -243857.140625 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -243857.1 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 1100 members 
Entering Unmasked Estep 
Score: -241097.625000 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -241097.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241997.140625 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -241997.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242523.625000 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -242523.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -242982.328125 Penalty: 3835.037598
	Iteration 3F: 3 clusters Score -242982.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -243487.578125 Penalty: 3835.037598
	Iteration 4F: 3 clusters Score -243487.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -243840.187500 Penalty: 3835.037598
	Iteration 5F: 3 clusters Score -243840.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -244128.687500 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -244128.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -244472.875000 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -244472.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -245181.062500 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -245181.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -246551.421875 Penalty: 3835.037598
	Iteration 9F: 3 clusters Score -246551.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -247272.359375 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -247272.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -247558.640625 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -247558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -247558.640625 Penalty: 3835.037598
	Iteration 12F: 3 clusters Score -247558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 3 contains 172738 members 
Mstep: Class 4 contains 153611 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 162892 members 
Mstep: Class 9 contains 119056 members 
Mstep: Class 10 contains 93149 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 79846 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 49661 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 56831 members 
Mstep: Class 18 contains 81583 members 
Mstep: Class 19 contains 232285 members 
Mstep: Class 20 contains 10690 members 
Mstep: Class 21 contains 22222 members 
Mstep: Class 22 contains 25200 members 
Mstep: Class 23 contains 15430 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 9946 members 
Mstep: Class 30 contains 10459 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 106492 members 
Mstep: Class 34 contains 19148 members 
Mstep: Class 35 contains 5612 members 
Mstep: Class 36 contains 1313 members 
Entering Unmasked Estep 
Score: -205582800.000000 Penalty: 128518.421875
Splitting cluster 25 changes total score from -205578336.000000 to -205582800.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -438529.093750 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -438529.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -434693.843750 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -434693.8 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -435652.500000 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -435652.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -436024.625000 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -436024.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -436382.187500 Penalty: 4107.483887
	Iteration 3F: 3 clusters Score -436382.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -436746.343750 Penalty: 4107.483887
	Iteration 4F: 3 clusters Score -436746.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -437010.250000 Penalty: 4107.483887
	Iteration 5F: 3 clusters Score -437010.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -437194.500000 Penalty: 4107.483887
	Iteration 6F: 3 clusters Score -437194.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -437298.812500 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -437298.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -437350.031250 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -437350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -437383.000000 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -437383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -437413.718750 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -437413.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -437441.125000 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -437441.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -437467.906250 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -437467.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -437482.968750 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -437483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -437499.375000 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -437499.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -437519.968750 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -437520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -437530.156250 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -437530.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -437546.031250 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -437546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -437551.531250 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -437551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -437557.531250 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -437557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -437562.218750 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -437562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -437564.781250 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -437564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -437567.625000 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -437567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -437571.656250 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -437571.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -437577.937500 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -437577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -437582.343750 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -437582.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -437586.093750 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -437586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -437589.406250 Penalty: 4107.483887
	Iteration 27Q: 3 clusters Score -437589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -437592.750000 Penalty: 4107.483887
	Iteration 28Q: 3 clusters Score -437592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -437595.031250 Penalty: 4107.483887
	Iteration 29Q: 3 clusters Score -437595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -437595.593750 Penalty: 4107.483887
	Iteration 30Q: 3 clusters Score -437595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -437598.437500 Penalty: 4107.483887
	Iteration 31Q: 3 clusters Score -437598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -437600.750000 Penalty: 4107.483887
	Iteration 32Q: 3 clusters Score -437600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -437603.312500 Penalty: 4107.483887
	Iteration 33Q: 3 clusters Score -437603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -437604.343750 Penalty: 4107.483887
	Iteration 34Q: 3 clusters Score -437604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -437605.062500 Penalty: 4107.483887
	Iteration 35Q: 3 clusters Score -437605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -437605.062500 Penalty: 4107.483887
	Iteration 36F: 3 clusters Score -437605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -877968.625000 Penalty: 2208.617676
	Iteration 0F: 2 clusters Score -877968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -871963.562500 Penalty: 4417.235352
	Iteration 0F: 3 clusters Score -871963.6 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -873603.562500 Penalty: 4417.235352
	Iteration 1F: 3 clusters Score -873603.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -873903.250000 Penalty: 4417.235352
	Iteration 2F: 3 clusters Score -873903.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -874129.312500 Penalty: 4417.235352
	Iteration 3F: 3 clusters Score -874129.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -874313.687500 Penalty: 4417.235352
	Iteration 4Q: 3 clusters Score -874313.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -874509.937500 Penalty: 4417.235352
	Iteration 5Q: 3 clusters Score -874509.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -874701.125000 Penalty: 4417.235352
	Iteration 6Q: 3 clusters Score -874701.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -874919.312500 Penalty: 4417.235352
	Iteration 7Q: 3 clusters Score -874919.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -875172.500000 Penalty: 4417.235352
	Iteration 8Q: 3 clusters Score -875172.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -875435.250000 Penalty: 4417.235352
	Iteration 9Q: 3 clusters Score -875435.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -875676.062500 Penalty: 4417.235352
	Iteration 10Q: 3 clusters Score -875676.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -875844.687500 Penalty: 4417.235352
	Iteration 11Q: 3 clusters Score -875844.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -875986.125000 Penalty: 4417.235352
	Iteration 12Q: 3 clusters Score -875986.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -876074.875000 Penalty: 4417.235352
	Iteration 13Q: 3 clusters Score -876074.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -876137.687500 Penalty: 4417.235352
	Iteration 14Q: 3 clusters Score -876137.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -876196.250000 Penalty: 4417.235352
	Iteration 15Q: 3 clusters Score -876196.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -876231.250000 Penalty: 4417.235352
	Iteration 16Q: 3 clusters Score -876231.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -876257.312500 Penalty: 4417.235352
	Iteration 17Q: 3 clusters Score -876257.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -876270.500000 Penalty: 4417.235352
	Iteration 18Q: 3 clusters Score -876270.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -876286.250000 Penalty: 4417.235352
	Iteration 19Q: 3 clusters Score -876286.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -876299.750000 Penalty: 4417.235352
	Iteration 20F: 3 clusters Score -876299.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -876309.437500 Penalty: 4417.235352
	Iteration 21Q: 3 clusters Score -876309.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -876319.062500 Penalty: 4417.235352
	Iteration 22Q: 3 clusters Score -876319.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -876327.562500 Penalty: 4417.235352
	Iteration 23Q: 3 clusters Score -876327.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -876333.125000 Penalty: 4417.235352
	Iteration 24Q: 3 clusters Score -876333.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -876340.062500 Penalty: 4417.235352
	Iteration 25Q: 3 clusters Score -876340.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -876346.187500 Penalty: 4417.235352
	Iteration 26Q: 3 clusters Score -876346.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -876350.000000 Penalty: 4417.235352
	Iteration 27Q: 3 clusters Score -876350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -876356.125000 Penalty: 4417.235352
	Iteration 28Q: 3 clusters Score -876356.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -876359.750000 Penalty: 4417.235352
	Iteration 29Q: 3 clusters Score -876359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -876362.625000 Penalty: 4417.235352
	Iteration 30Q: 3 clusters Score -876362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -876364.187500 Penalty: 4417.235352
	Iteration 31Q: 3 clusters Score -876364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -876365.250000 Penalty: 4417.235352
	Iteration 32Q: 3 clusters Score -876365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -876367.937500 Penalty: 4417.235352
	Iteration 33Q: 3 clusters Score -876367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -876370.562500 Penalty: 4417.235352
	Iteration 34Q: 3 clusters Score -876370.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -876372.500000 Penalty: 4417.235352
	Iteration 35Q: 3 clusters Score -876372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -876372.500000 Penalty: 4417.235352
	Iteration 36F: 3 clusters Score -876372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -474384.312500 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -474384.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -470308.812500 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -470308.8 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -471480.593750 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -471480.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -471895.406250 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -471895.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -472258.437500 Penalty: 4169.173340
	Iteration 3F: 3 clusters Score -472258.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -472562.718750 Penalty: 4169.173340
	Iteration 4F: 3 clusters Score -472562.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -472796.156250 Penalty: 4169.173340
	Iteration 5F: 3 clusters Score -472796.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -472959.937500 Penalty: 4169.173340
	Iteration 6Q: 3 clusters Score -472959.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -473072.406250 Penalty: 4169.173340
	Iteration 7Q: 3 clusters Score -473072.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -473157.968750 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -473158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -473227.500000 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -473227.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -473262.062500 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -473262.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -473293.968750 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -473294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -473317.875000 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -473317.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -473341.062500 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -473341.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -473359.218750 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -473359.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -473371.906250 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -473371.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -473388.187500 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -473388.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -473408.343750 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -473408.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -473425.312500 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -473425.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -473443.031250 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -473443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -473467.562500 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -473467.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -473494.062500 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -473494.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -473517.843750 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -473517.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -473529.687500 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -473529.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -473541.406250 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -473541.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -473552.468750 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -473552.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -473565.812500 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -473565.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -473581.187500 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -473581.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -473606.531250 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -473606.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -473637.656250 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -473637.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -473680.968750 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -473681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -473714.250000 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -473714.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -473740.750000 Penalty: 4169.173340
	Iteration 32Q: 3 clusters Score -473740.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -473758.187500 Penalty: 4169.173340
	Iteration 33Q: 3 clusters Score -473758.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -473767.343750 Penalty: 4169.173340
	Iteration 34Q: 3 clusters Score -473767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -473772.281250 Penalty: 4169.173340
	Iteration 35Q: 3 clusters Score -473772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -473775.187500 Penalty: 4169.173340
	Iteration 36Q: 3 clusters Score -473775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -473776.406250 Penalty: 4169.173340
	Iteration 37Q: 3 clusters Score -473776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -473778.312500 Penalty: 4169.173340
	Iteration 38Q: 3 clusters Score -473778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -473779.218750 Penalty: 4169.173340
	Iteration 39Q: 3 clusters Score -473779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -473780.250000 Penalty: 4169.173340
	Iteration 40F: 3 clusters Score -473780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1142150.500000 Penalty: 2282.821533
	Iteration 0F: 2 clusters Score -1142150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1134515.250000 Penalty: 4565.643066
	Iteration 0F: 3 clusters Score -1134515 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1136576.000000 Penalty: 4565.643066
	Iteration 1F: 3 clusters Score -1136576 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1136887.375000 Penalty: 4565.643066
	Iteration 2F: 3 clusters Score -1136887 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1137155.375000 Penalty: 4565.643066
	Iteration 3F: 3 clusters Score -1137155 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1137378.000000 Penalty: 4565.643066
	Iteration 4Q: 3 clusters Score -1137378 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1137573.875000 Penalty: 4565.643066
	Iteration 5Q: 3 clusters Score -1137574 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1137760.250000 Penalty: 4565.643066
	Iteration 6Q: 3 clusters Score -1137760 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1137933.250000 Penalty: 4565.643066
	Iteration 7Q: 3 clusters Score -1137933 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1138118.125000 Penalty: 4565.643066
	Iteration 8Q: 3 clusters Score -1138118 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1138306.375000 Penalty: 4565.643066
	Iteration 9Q: 3 clusters Score -1138306 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1138512.500000 Penalty: 4565.643066
	Iteration 10Q: 3 clusters Score -1138512 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1138732.500000 Penalty: 4565.643066
	Iteration 11Q: 3 clusters Score -1138732 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1138942.375000 Penalty: 4565.643066
	Iteration 12Q: 3 clusters Score -1138942 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1139137.250000 Penalty: 4565.643066
	Iteration 13Q: 3 clusters Score -1139137 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1139299.125000 Penalty: 4565.643066
	Iteration 14Q: 3 clusters Score -1139299 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1139429.625000 Penalty: 4565.643066
	Iteration 15Q: 3 clusters Score -1139430 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1139538.125000 Penalty: 4565.643066
	Iteration 16Q: 3 clusters Score -1139538 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1139628.250000 Penalty: 4565.643066
	Iteration 17Q: 3 clusters Score -1139628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1139699.000000 Penalty: 4565.643066
	Iteration 18Q: 3 clusters Score -1139699 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1139770.250000 Penalty: 4565.643066
	Iteration 19Q: 3 clusters Score -1139770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1139823.625000 Penalty: 4565.643066
	Iteration 20F: 3 clusters Score -1139824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1139881.125000 Penalty: 4565.643066
	Iteration 21Q: 3 clusters Score -1139881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1139934.750000 Penalty: 4565.643066
	Iteration 22Q: 3 clusters Score -1139935 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1139974.750000 Penalty: 4565.643066
	Iteration 23Q: 3 clusters Score -1139975 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1140009.000000 Penalty: 4565.643066
	Iteration 24Q: 3 clusters Score -1140009 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1140026.625000 Penalty: 4565.643066
	Iteration 25Q: 3 clusters Score -1140027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1140046.750000 Penalty: 4565.643066
	Iteration 26Q: 3 clusters Score -1140047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1140060.625000 Penalty: 4565.643066
	Iteration 27Q: 3 clusters Score -1140061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1140066.625000 Penalty: 4565.643066
	Iteration 28Q: 3 clusters Score -1140067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1140079.000000 Penalty: 4565.643066
	Iteration 29Q: 3 clusters Score -1140079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1140080.625000 Penalty: 4565.643066
	Iteration 30Q: 3 clusters Score -1140081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1140081.500000 Penalty: 4565.643066
	Iteration 31Q: 3 clusters Score -1140082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1140090.375000 Penalty: 4565.643066
	Iteration 32Q: 3 clusters Score -1140090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1140095.000000 Penalty: 4565.643066
	Iteration 33Q: 3 clusters Score -1140095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1140095.375000 Penalty: 4565.643066
	Iteration 34Q: 3 clusters Score -1140095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1140100.375000 Penalty: 4565.643066
	Iteration 35Q: 3 clusters Score -1140100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1140102.250000 Penalty: 4565.643066
	Iteration 36Q: 3 clusters Score -1140102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1140101.375000 Penalty: 4565.643066
	Iteration 37Q: 3 clusters Score -1140101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1140104.500000 Penalty: 4565.643066
	Iteration 38Q: 3 clusters Score -1140104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1140104.625000 Penalty: 4565.643066
	Iteration 39Q: 3 clusters Score -1140105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1140106.750000 Penalty: 4565.643066
	Iteration 40F: 3 clusters Score -1140107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1140108.750000 Penalty: 4565.643066
	Iteration 41Q: 3 clusters Score -1140109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1140107.375000 Penalty: 4565.643066
	Iteration 42Q: 3 clusters Score -1140107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1140109.750000 Penalty: 4565.643066
	Iteration 43Q: 3 clusters Score -1140110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1140109.000000 Penalty: 4565.643066
	Iteration 44Q: 3 clusters Score -1140109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1140109.000000 Penalty: 4565.643066
	Iteration 45F: 3 clusters Score -1140109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1165599.000000 Penalty: 2295.294189
	Iteration 0F: 2 clusters Score -1165599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1157586.375000 Penalty: 4590.588379
	Iteration 0F: 3 clusters Score -1157586 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1159976.250000 Penalty: 4590.588379
	Iteration 1F: 3 clusters Score -1159976 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1160319.625000 Penalty: 4590.588379
	Iteration 2F: 3 clusters Score -1160320 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1160611.250000 Penalty: 4590.588379
	Iteration 3F: 3 clusters Score -1160611 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1160899.875000 Penalty: 4590.588379
	Iteration 4F: 3 clusters Score -1160900 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1161176.875000 Penalty: 4590.588379
	Iteration 5Q: 3 clusters Score -1161177 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1161465.500000 Penalty: 4590.588379
	Iteration 6Q: 3 clusters Score -1161466 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1161765.500000 Penalty: 4590.588379
	Iteration 7Q: 3 clusters Score -1161766 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1162045.750000 Penalty: 4590.588379
	Iteration 8Q: 3 clusters Score -1162046 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1162322.875000 Penalty: 4590.588379
	Iteration 9Q: 3 clusters Score -1162323 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1162566.500000 Penalty: 4590.588379
	Iteration 10Q: 3 clusters Score -1162566 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1162773.875000 Penalty: 4590.588379
	Iteration 11Q: 3 clusters Score -1162774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1162948.875000 Penalty: 4590.588379
	Iteration 12Q: 3 clusters Score -1162949 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1163112.375000 Penalty: 4590.588379
	Iteration 13Q: 3 clusters Score -1163112 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1163246.750000 Penalty: 4590.588379
	Iteration 14Q: 3 clusters Score -1163247 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1163357.125000 Penalty: 4590.588379
	Iteration 15Q: 3 clusters Score -1163357 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1163457.250000 Penalty: 4590.588379
	Iteration 16Q: 3 clusters Score -1163457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1163550.250000 Penalty: 4590.588379
	Iteration 17Q: 3 clusters Score -1163550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1163619.875000 Penalty: 4590.588379
	Iteration 18Q: 3 clusters Score -1163620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1163690.000000 Penalty: 4590.588379
	Iteration 19Q: 3 clusters Score -1163690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1163753.875000 Penalty: 4590.588379
	Iteration 20F: 3 clusters Score -1163754 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1163818.250000 Penalty: 4590.588379
	Iteration 21Q: 3 clusters Score -1163818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1163868.125000 Penalty: 4590.588379
	Iteration 22Q: 3 clusters Score -1163868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1163899.625000 Penalty: 4590.588379
	Iteration 23Q: 3 clusters Score -1163900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1163934.750000 Penalty: 4590.588379
	Iteration 24Q: 3 clusters Score -1163935 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1163963.250000 Penalty: 4590.588379
	Iteration 25Q: 3 clusters Score -1163963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1163981.875000 Penalty: 4590.588379
	Iteration 26Q: 3 clusters Score -1163982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1164002.250000 Penalty: 4590.588379
	Iteration 27Q: 3 clusters Score -1164002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1164016.500000 Penalty: 4590.588379
	Iteration 28Q: 3 clusters Score -1164016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1164025.875000 Penalty: 4590.588379
	Iteration 29Q: 3 clusters Score -1164026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1164036.375000 Penalty: 4590.588379
	Iteration 30Q: 3 clusters Score -1164036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1164039.250000 Penalty: 4590.588379
	Iteration 31Q: 3 clusters Score -1164039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1164039.750000 Penalty: 4590.588379
	Iteration 32Q: 3 clusters Score -1164040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1164041.375000 Penalty: 4590.588379
	Iteration 33Q: 3 clusters Score -1164041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1164044.250000 Penalty: 4590.588379
	Iteration 34Q: 3 clusters Score -1164044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1164044.125000 Penalty: 4590.588379
	Iteration 35Q: 3 clusters Score -1164044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1164044.125000 Penalty: 4590.588379
	Iteration 36F: 3 clusters Score -1164044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1128806.375000 Penalty: 2283.841797
	Iteration 0F: 2 clusters Score -1128806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1121148.125000 Penalty: 4567.683594
	Iteration 0F: 3 clusters Score -1121148 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1123428.000000 Penalty: 4567.683594
	Iteration 1F: 3 clusters Score -1123428 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1123780.750000 Penalty: 4567.683594
	Iteration 2F: 3 clusters Score -1123781 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1124031.625000 Penalty: 4567.683594
	Iteration 3F: 3 clusters Score -1124032 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1124223.625000 Penalty: 4567.683594
	Iteration 4Q: 3 clusters Score -1124224 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1124381.500000 Penalty: 4567.683594
	Iteration 5Q: 3 clusters Score -1124382 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1124548.500000 Penalty: 4567.683594
	Iteration 6Q: 3 clusters Score -1124548 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1124679.250000 Penalty: 4567.683594
	Iteration 7Q: 3 clusters Score -1124679 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1124810.875000 Penalty: 4567.683594
	Iteration 8Q: 3 clusters Score -1124811 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1124936.875000 Penalty: 4567.683594
	Iteration 9Q: 3 clusters Score -1124937 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1125031.500000 Penalty: 4567.683594
	Iteration 10Q: 3 clusters Score -1125032 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1125121.000000 Penalty: 4567.683594
	Iteration 11Q: 3 clusters Score -1125121 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1125216.500000 Penalty: 4567.683594
	Iteration 12Q: 3 clusters Score -1125216 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1125317.375000 Penalty: 4567.683594
	Iteration 13Q: 3 clusters Score -1125317 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1125415.250000 Penalty: 4567.683594
	Iteration 14Q: 3 clusters Score -1125415 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1125509.875000 Penalty: 4567.683594
	Iteration 15Q: 3 clusters Score -1125510 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1125599.875000 Penalty: 4567.683594
	Iteration 16Q: 3 clusters Score -1125600 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1125700.375000 Penalty: 4567.683594
	Iteration 17Q: 3 clusters Score -1125700 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1125802.125000 Penalty: 4567.683594
	Iteration 18Q: 3 clusters Score -1125802 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1125898.125000 Penalty: 4567.683594
	Iteration 19Q: 3 clusters Score -1125898 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1125991.250000 Penalty: 4567.683594
	Iteration 20F: 3 clusters Score -1125991 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1126074.375000 Penalty: 4567.683594
	Iteration 21Q: 3 clusters Score -1126074 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1126153.125000 Penalty: 4567.683594
	Iteration 22Q: 3 clusters Score -1126153 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1126246.125000 Penalty: 4567.683594
	Iteration 23Q: 3 clusters Score -1126246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1126318.250000 Penalty: 4567.683594
	Iteration 24Q: 3 clusters Score -1126318 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1126387.000000 Penalty: 4567.683594
	Iteration 25Q: 3 clusters Score -1126387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1126434.000000 Penalty: 4567.683594
	Iteration 26Q: 3 clusters Score -1126434 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1126483.750000 Penalty: 4567.683594
	Iteration 27Q: 3 clusters Score -1126484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1126527.625000 Penalty: 4567.683594
	Iteration 28Q: 3 clusters Score -1126528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1126572.750000 Penalty: 4567.683594
	Iteration 29Q: 3 clusters Score -1126573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1126611.375000 Penalty: 4567.683594
	Iteration 30Q: 3 clusters Score -1126611 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1126647.500000 Penalty: 4567.683594
	Iteration 31Q: 3 clusters Score -1126648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1126678.375000 Penalty: 4567.683594
	Iteration 32Q: 3 clusters Score -1126678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1126696.125000 Penalty: 4567.683594
	Iteration 33Q: 3 clusters Score -1126696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1126709.000000 Penalty: 4567.683594
	Iteration 34Q: 3 clusters Score -1126709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1126722.875000 Penalty: 4567.683594
	Iteration 35Q: 3 clusters Score -1126723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1126743.125000 Penalty: 4567.683594
	Iteration 36Q: 3 clusters Score -1126743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1126758.375000 Penalty: 4567.683594
	Iteration 37Q: 3 clusters Score -1126758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1126770.875000 Penalty: 4567.683594
	Iteration 38Q: 3 clusters Score -1126771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1126786.500000 Penalty: 4567.683594
	Iteration 39Q: 3 clusters Score -1126786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1126802.000000 Penalty: 4567.683594
	Iteration 40F: 3 clusters Score -1126802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1126820.875000 Penalty: 4567.683594
	Iteration 41Q: 3 clusters Score -1126821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1126830.875000 Penalty: 4567.683594
	Iteration 42Q: 3 clusters Score -1126831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1126840.000000 Penalty: 4567.683594
	Iteration 43Q: 3 clusters Score -1126840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1126848.625000 Penalty: 4567.683594
	Iteration 44Q: 3 clusters Score -1126849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1126848.750000 Penalty: 4567.683594
	Iteration 45Q: 3 clusters Score -1126849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1126853.000000 Penalty: 4567.683594
	Iteration 46Q: 3 clusters Score -1126853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1126855.125000 Penalty: 4567.683594
	Iteration 47Q: 3 clusters Score -1126855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1126862.375000 Penalty: 4567.683594
	Iteration 48Q: 3 clusters Score -1126862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1126868.250000 Penalty: 4567.683594
	Iteration 49Q: 3 clusters Score -1126868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1126875.250000 Penalty: 4567.683594
	Iteration 50Q: 3 clusters Score -1126875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1126880.250000 Penalty: 4567.683594
	Iteration 51Q: 3 clusters Score -1126880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1126885.625000 Penalty: 4567.683594
	Iteration 52Q: 3 clusters Score -1126886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1126887.875000 Penalty: 4567.683594
	Iteration 53Q: 3 clusters Score -1126888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1126890.875000 Penalty: 4567.683594
	Iteration 54Q: 3 clusters Score -1126891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1126894.625000 Penalty: 4567.683594
	Iteration 55Q: 3 clusters Score -1126895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1126897.500000 Penalty: 4567.683594
	Iteration 56Q: 3 clusters Score -1126898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1126897.875000 Penalty: 4567.683594
	Iteration 57Q: 3 clusters Score -1126898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1126901.000000 Penalty: 4567.683594
	Iteration 58Q: 3 clusters Score -1126901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1126900.375000 Penalty: 4567.683594
	Iteration 59Q: 3 clusters Score -1126900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1126901.125000 Penalty: 4567.683594
	Iteration 60F: 3 clusters Score -1126901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1126899.875000 Penalty: 4567.683594
	Iteration 61Q: 3 clusters Score -1126900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1126903.750000 Penalty: 4567.683594
	Iteration 62Q: 3 clusters Score -1126904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1126901.750000 Penalty: 4567.683594
	Iteration 63Q: 3 clusters Score -1126902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1126904.500000 Penalty: 4567.683594
	Iteration 64Q: 3 clusters Score -1126904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1126904.500000 Penalty: 4567.683594
	Iteration 65Q: 3 clusters Score -1126904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1126907.500000 Penalty: 4567.683594
	Iteration 66Q: 3 clusters Score -1126908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1126910.375000 Penalty: 4567.683594
	Iteration 67Q: 3 clusters Score -1126910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1126912.625000 Penalty: 4567.683594
	Iteration 68Q: 3 clusters Score -1126913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1126911.250000 Penalty: 4567.683594
	Iteration 69Q: 3 clusters Score -1126911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1126916.125000 Penalty: 4567.683594
	Iteration 70Q: 3 clusters Score -1126916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1126916.625000 Penalty: 4567.683594
	Iteration 71Q: 3 clusters Score -1126917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1126918.625000 Penalty: 4567.683594
	Iteration 72Q: 3 clusters Score -1126919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1126917.750000 Penalty: 4567.683594
	Iteration 73Q: 3 clusters Score -1126918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1126920.000000 Penalty: 4567.683594
	Iteration 74Q: 3 clusters Score -1126920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1126921.375000 Penalty: 4567.683594
	Iteration 75Q: 3 clusters Score -1126921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1126920.375000 Penalty: 4567.683594
	Iteration 76Q: 3 clusters Score -1126920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1126918.250000 Penalty: 4567.683594
	Iteration 77Q: 3 clusters Score -1126918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1126918.250000 Penalty: 4567.683594
	Iteration 78F: 3 clusters Score -1126918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35319.773438 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -35319.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33961.511719 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -33961.51 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34162.816406 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -34162.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34259.484375 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -34259.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34376.234375 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -34376.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34447.488281 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -34447.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34503.304688 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -34503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34534.175781 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -34534.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34539.097656 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -34539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34544.765625 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -34544.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34558.292969 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -34558.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34595.394531 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -34595.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34611.761719 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -34611.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34624.031250 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -34624.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34627.925781 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -34627.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34627.925781 Penalty: 2934.436279
	Iteration 14F: 3 clusters Score -34627.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (106492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Entering Unmasked Estep 
Score: -12649068.000000 Penalty: 2870.804443
	Iteration 0F: 2 clusters Score -1.264907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -12577835.000000 Penalty: 5741.608887
	Iteration 0F: 3 clusters Score -1.257784e+07 nChanged 50524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -12607084.000000 Penalty: 5741.608887
	Iteration 1F: 3 clusters Score -1.260708e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -12608312.000000 Penalty: 5741.608887
	Iteration 2Q: 3 clusters Score -1.260831e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -12609772.000000 Penalty: 5741.608887
	Iteration 3Q: 3 clusters Score -1.260977e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -12612212.000000 Penalty: 5741.608887
	Iteration 4Q: 3 clusters Score -1.261221e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -12616869.000000 Penalty: 5741.608887
	Iteration 5F: 3 clusters Score -1.261687e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -12624338.000000 Penalty: 5741.608887
	Iteration 6F: 3 clusters Score -1.262434e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -12633439.000000 Penalty: 5741.608887
	Iteration 7F: 3 clusters Score -1.263344e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -12640959.000000 Penalty: 5741.608887
	Iteration 8F: 3 clusters Score -1.264096e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -12644593.000000 Penalty: 5741.608887
	Iteration 9Q: 3 clusters Score -1.264459e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12645850.000000 Penalty: 5741.608887
	Iteration 10Q: 3 clusters Score -1.264585e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12646369.000000 Penalty: 5741.608887
	Iteration 11Q: 3 clusters Score -1.264637e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12646572.000000 Penalty: 5741.608887
	Iteration 12Q: 3 clusters Score -1.264657e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12646665.000000 Penalty: 5741.608887
	Iteration 13Q: 3 clusters Score -1.264666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12646696.000000 Penalty: 5741.608887
	Iteration 14Q: 3 clusters Score -1.26467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12646743.000000 Penalty: 5741.608887
	Iteration 15Q: 3 clusters Score -1.264674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106056 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12646782.000000 Penalty: 5741.608887
	Iteration 16Q: 3 clusters Score -1.264678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12646779.000000 Penalty: 5741.608887
	Iteration 17Q: 3 clusters Score -1.264678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12646781.000000 Penalty: 5741.608887
	Iteration 18Q: 3 clusters Score -1.264678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12646799.000000 Penalty: 5741.608887
	Iteration 19Q: 3 clusters Score -1.26468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12646803.000000 Penalty: 5741.608887
	Iteration 20F: 3 clusters Score -1.26468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12646805.000000 Penalty: 5741.608887
	Iteration 21Q: 3 clusters Score -1.26468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12646806.000000 Penalty: 5741.608887
	Iteration 22Q: 3 clusters Score -1.264681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12646816.000000 Penalty: 5741.608887
	Iteration 23Q: 3 clusters Score -1.264682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12646817.000000 Penalty: 5741.608887
	Iteration 24Q: 3 clusters Score -1.264682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12646818.000000 Penalty: 5741.608887
	Iteration 25Q: 3 clusters Score -1.264682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12646828.000000 Penalty: 5741.608887
	Iteration 26Q: 3 clusters Score -1.264683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12646821.000000 Penalty: 5741.608887
	Iteration 27Q: 3 clusters Score -1.264682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12646825.000000 Penalty: 5741.608887
	Iteration 28Q: 3 clusters Score -1.264682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12646828.000000 Penalty: 5741.608887
	Iteration 29Q: 3 clusters Score -1.264683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12646834.000000 Penalty: 5741.608887
	Iteration 30Q: 3 clusters Score -1.264683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12646839.000000 Penalty: 5741.608887
	Iteration 31Q: 3 clusters Score -1.264684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12646833.000000 Penalty: 5741.608887
	Iteration 32Q: 3 clusters Score -1.264683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12646842.000000 Penalty: 5741.608887
	Iteration 33Q: 3 clusters Score -1.264684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12646836.000000 Penalty: 5741.608887
	Iteration 34Q: 3 clusters Score -1.264684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12646834.000000 Penalty: 5741.608887
	Iteration 35Q: 3 clusters Score -1.264683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12646843.000000 Penalty: 5741.608887
	Iteration 36Q: 3 clusters Score -1.264684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12646844.000000 Penalty: 5741.608887
	Iteration 37Q: 3 clusters Score -1.264684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12646840.000000 Penalty: 5741.608887
	Iteration 38Q: 3 clusters Score -1.264684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12646844.000000 Penalty: 5741.608887
	Iteration 39Q: 3 clusters Score -1.264684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12646844.000000 Penalty: 5741.608887
	Iteration 40F: 3 clusters Score -1.264684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12646857.000000 Penalty: 5741.608887
	Iteration 41Q: 3 clusters Score -1.264686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12646859.000000 Penalty: 5741.608887
	Iteration 42Q: 3 clusters Score -1.264686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12646851.000000 Penalty: 5741.608887
	Iteration 43Q: 3 clusters Score -1.264685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12646855.000000 Penalty: 5741.608887
	Iteration 44Q: 3 clusters Score -1.264686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12646855.000000 Penalty: 5741.608887
	Iteration 45Q: 3 clusters Score -1.264686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12646857.000000 Penalty: 5741.608887
	Iteration 46Q: 3 clusters Score -1.264686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12646859.000000 Penalty: 5741.608887
	Iteration 47Q: 3 clusters Score -1.264686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12646856.000000 Penalty: 5741.608887
	Iteration 48Q: 3 clusters Score -1.264686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12646855.000000 Penalty: 5741.608887
	Iteration 49Q: 3 clusters Score -1.264686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12646858.000000 Penalty: 5741.608887
	Iteration 50Q: 3 clusters Score -1.264686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12646861.000000 Penalty: 5741.608887
	Iteration 51Q: 3 clusters Score -1.264686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12646856.000000 Penalty: 5741.608887
	Iteration 52Q: 3 clusters Score -1.264686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12646862.000000 Penalty: 5741.608887
	Iteration 53Q: 3 clusters Score -1.264686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12646862.000000 Penalty: 5741.608887
	Iteration 54F: 3 clusters Score -1.264686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Entering Unmasked Estep 
Score: -2137511.000000 Penalty: 2445.268555
	Iteration 0F: 2 clusters Score -2137511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2124118.000000 Penalty: 4890.537109
	Iteration 0F: 3 clusters Score -2124118 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2128549.750000 Penalty: 4890.537109
	Iteration 1F: 3 clusters Score -2128550 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2128974.500000 Penalty: 4890.537109
	Iteration 2F: 3 clusters Score -2128974 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2129322.500000 Penalty: 4890.537109
	Iteration 3Q: 3 clusters Score -2129322 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2129654.000000 Penalty: 4890.537109
	Iteration 4Q: 3 clusters Score -2129654 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2129962.000000 Penalty: 4890.537109
	Iteration 5Q: 3 clusters Score -2129962 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2130305.500000 Penalty: 4890.537109
	Iteration 6Q: 3 clusters Score -2130306 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2130689.250000 Penalty: 4890.537109
	Iteration 7Q: 3 clusters Score -2130689 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2131149.000000 Penalty: 4890.537109
	Iteration 8Q: 3 clusters Score -2131149 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2131679.000000 Penalty: 4890.537109
	Iteration 9Q: 3 clusters Score -2131679 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2132269.500000 Penalty: 4890.537109
	Iteration 10Q: 3 clusters Score -2132270 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2132871.500000 Penalty: 4890.537109
	Iteration 11Q: 3 clusters Score -2132872 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2133421.750000 Penalty: 4890.537109
	Iteration 12Q: 3 clusters Score -2133422 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2133927.500000 Penalty: 4890.537109
	Iteration 13Q: 3 clusters Score -2133928 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2134368.250000 Penalty: 4890.537109
	Iteration 14Q: 3 clusters Score -2134368 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2134688.250000 Penalty: 4890.537109
	Iteration 15Q: 3 clusters Score -2134688 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2134920.000000 Penalty: 4890.537109
	Iteration 16Q: 3 clusters Score -2134920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2135097.000000 Penalty: 4890.537109
	Iteration 17Q: 3 clusters Score -2135097 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2135243.250000 Penalty: 4890.537109
	Iteration 18Q: 3 clusters Score -2135243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2135361.250000 Penalty: 4890.537109
	Iteration 19Q: 3 clusters Score -2135361 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2135459.250000 Penalty: 4890.537109
	Iteration 20F: 3 clusters Score -2135459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2135525.750000 Penalty: 4890.537109
	Iteration 21Q: 3 clusters Score -2135526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2135566.750000 Penalty: 4890.537109
	Iteration 22Q: 3 clusters Score -2135567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2135589.250000 Penalty: 4890.537109
	Iteration 23Q: 3 clusters Score -2135589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2135602.000000 Penalty: 4890.537109
	Iteration 24Q: 3 clusters Score -2135602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2135619.750000 Penalty: 4890.537109
	Iteration 25Q: 3 clusters Score -2135620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2135625.750000 Penalty: 4890.537109
	Iteration 26Q: 3 clusters Score -2135626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2135629.500000 Penalty: 4890.537109
	Iteration 27Q: 3 clusters Score -2135630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2135633.250000 Penalty: 4890.537109
	Iteration 28Q: 3 clusters Score -2135633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2135636.500000 Penalty: 4890.537109
	Iteration 29Q: 3 clusters Score -2135636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2135636.500000 Penalty: 4890.537109
	Iteration 30Q: 3 clusters Score -2135636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2135637.500000 Penalty: 4890.537109
	Iteration 31Q: 3 clusters Score -2135638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2135635.750000 Penalty: 4890.537109
	Iteration 32Q: 3 clusters Score -2135636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2135637.250000 Penalty: 4890.537109
	Iteration 33Q: 3 clusters Score -2135637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2135637.250000 Penalty: 4890.537109
	Iteration 34F: 3 clusters Score -2135637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 21498 members 
Mstep: Class 3 contains 172738 members 
Mstep: Class 4 contains 153611 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 162892 members 
Mstep: Class 9 contains 119056 members 
Mstep: Class 10 contains 93149 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 79846 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 49661 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 56831 members 
Mstep: Class 18 contains 81583 members 
Mstep: Class 19 contains 232285 members 
Mstep: Class 20 contains 10690 members 
Mstep: Class 21 contains 22222 members 
Mstep: Class 22 contains 25200 members 
Mstep: Class 23 contains 15430 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 9946 members 
Mstep: Class 30 contains 10459 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 106492 members 
Mstep: Class 34 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205583408.000000 Penalty: 128518.421875
Iteration 119Q: 37 clusters Score -2.055834e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 172918 members 
Mstep: Class 4 contains 153805 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 46801 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 162817 members 
Mstep: Class 9 contains 119091 members 
Mstep: Class 10 contains 92880 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 79863 members 
Mstep: Class 13 contains 29111 members 
Mstep: Class 14 contains 49605 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 4491 members 
Mstep: Class 17 contains 57096 members 
Mstep: Class 18 contains 81633 members 
Mstep: Class 19 contains 232277 members 
Mstep: Class 20 contains 10698 members 
Mstep: Class 21 contains 22121 members 
Mstep: Class 22 contains 25123 members 
Mstep: Class 23 contains 15133 members 
Mstep: Class 24 contains 26603 members 
Mstep: Class 25 contains 976 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 7379 members 
Mstep: Class 28 contains 4476 members 
Mstep: Class 29 contains 9943 members 
Mstep: Class 30 contains 10459 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 106762 members 
Mstep: Class 34 contains 19105 members 
Mstep: Class 35 contains 5494 members 
Mstep: Class 36 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585072.000000 Penalty: 128518.421875
Iteration 120F: 37 clusters Score -2.055851e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 21350 members 
Mstep: Class 3 contains 172882 members 
Mstep: Class 4 contains 153948 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 46758 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 162696 members 
Mstep: Class 9 contains 119013 members 
Mstep: Class 10 contains 92521 members 
Mstep: Class 11 contains 9986 members 
Mstep: Class 12 contains 79858 members 
Mstep: Class 13 contains 29094 members 
Mstep: Class 14 contains 49561 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 57379 members 
Mstep: Class 18 contains 81629 members 
Mstep: Class 19 contains 232247 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 22033 members 
Mstep: Class 22 contains 25081 members 
Mstep: Class 23 contains 15024 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 7377 members 
Mstep: Class 28 contains 4477 members 
Mstep: Class 29 contains 9937 members 
Mstep: Class 30 contains 10454 members 
Mstep: Class 31 contains 9996 members 
Mstep: Class 32 contains 343 members 
Mstep: Class 33 contains 106921 members 
Mstep: Class 34 contains 19074 members 
Mstep: Class 35 contains 6000 members 
Mstep: Class 36 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205585216.000000 Penalty: 128518.421875
Iteration 121Q: 37 clusters Score -2.055852e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 172876 members 
Mstep: Class 4 contains 154078 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 46710 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 162592 members 
Mstep: Class 9 contains 118971 members 
Mstep: Class 10 contains 92211 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 79855 members 
Mstep: Class 13 contains 29077 members 
Mstep: Class 14 contains 49502 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 4467 members 
Mstep: Class 17 contains 57652 members 
Mstep: Class 18 contains 81647 members 
Mstep: Class 19 contains 232232 members 
Mstep: Class 20 contains 10715 members 
Mstep: Class 21 contains 21957 members 
Mstep: Class 22 contains 25048 members 
Mstep: Class 23 contains 14966 members 
Mstep: Class 24 contains 26625 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 7379 members 
Mstep: Class 28 contains 4473 members 
Mstep: Class 29 contains 9938 members 
Mstep: Class 30 contains 10457 members 
Mstep: Class 31 contains 10000 members 
Mstep: Class 32 contains 331 members 
Mstep: Class 33 contains 107085 members 
Mstep: Class 34 contains 19031 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205586032.000000 Penalty: 128518.421875
Iteration 122Q: 37 clusters Score -2.05586e+08 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175832 members 
Mstep: Class 2 contains 21223 members 
Mstep: Class 3 contains 172870 members 
Mstep: Class 4 contains 154211 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 46661 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162472 members 
Mstep: Class 9 contains 118959 members 
Mstep: Class 10 contains 91916 members 
Mstep: Class 11 contains 9999 members 
Mstep: Class 12 contains 79856 members 
Mstep: Class 13 contains 29063 members 
Mstep: Class 14 contains 49426 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4462 members 
Mstep: Class 17 contains 57926 members 
Mstep: Class 18 contains 81667 members 
Mstep: Class 19 contains 232220 members 
Mstep: Class 20 contains 10719 members 
Mstep: Class 21 contains 21898 members 
Mstep: Class 22 contains 25035 members 
Mstep: Class 23 contains 14909 members 
Mstep: Class 24 contains 26624 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 7377 members 
Mstep: Class 28 contains 4471 members 
Mstep: Class 29 contains 9937 members 
Mstep: Class 30 contains 10467 members 
Mstep: Class 31 contains 10009 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 107250 members 
Mstep: Class 34 contains 18991 members 
Mstep: Class 35 contains 6534 members 
Mstep: Class 36 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205586272.000000 Penalty: 128518.421875
Iteration 123Q: 37 clusters Score -2.055863e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175799 members 
Mstep: Class 2 contains 21162 members 
Mstep: Class 3 contains 172843 members 
Mstep: Class 4 contains 154291 members 
Mstep: Class 5 contains 8024 members 
Mstep: Class 6 contains 46611 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162407 members 
Mstep: Class 9 contains 118952 members 
Mstep: Class 10 contains 91646 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 79854 members 
Mstep: Class 13 contains 29052 members 
Mstep: Class 14 contains 49356 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 58201 members 
Mstep: Class 18 contains 81678 members 
Mstep: Class 19 contains 232189 members 
Mstep: Class 20 contains 10728 members 
Mstep: Class 21 contains 21824 members 
Mstep: Class 22 contains 25011 members 
Mstep: Class 23 contains 14860 members 
Mstep: Class 24 contains 26645 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 7376 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 9939 members 
Mstep: Class 30 contains 10469 members 
Mstep: Class 31 contains 10006 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 107415 members 
Mstep: Class 34 contains 18971 members 
Mstep: Class 35 contains 6754 members 
Mstep: Class 36 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205586288.000000 Penalty: 128518.421875
Iteration 124Q: 37 clusters Score -2.055863e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 21102 members 
Mstep: Class 3 contains 172783 members 
Mstep: Class 4 contains 154388 members 
Mstep: Class 5 contains 8022 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162360 members 
Mstep: Class 9 contains 118943 members 
Mstep: Class 10 contains 91422 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 79857 members 
Mstep: Class 13 contains 29037 members 
Mstep: Class 14 contains 49279 members 
Mstep: Class 15 contains 7040 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 58453 members 
Mstep: Class 18 contains 81714 members 
Mstep: Class 19 contains 232133 members 
Mstep: Class 20 contains 10733 members 
Mstep: Class 21 contains 21780 members 
Mstep: Class 22 contains 24994 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 26649 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 7376 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 9939 members 
Mstep: Class 30 contains 10483 members 
Mstep: Class 31 contains 10010 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 107566 members 
Mstep: Class 34 contains 18958 members 
Mstep: Class 35 contains 6946 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205586800.000000 Penalty: 128518.421875
Iteration 125Q: 37 clusters Score -2.055868e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 21042 members 
Mstep: Class 3 contains 172755 members 
Mstep: Class 4 contains 154466 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 46523 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162307 members 
Mstep: Class 9 contains 118946 members 
Mstep: Class 10 contains 91174 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 79858 members 
Mstep: Class 13 contains 29028 members 
Mstep: Class 14 contains 49221 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 4453 members 
Mstep: Class 17 contains 58682 members 
Mstep: Class 18 contains 81743 members 
Mstep: Class 19 contains 232104 members 
Mstep: Class 20 contains 10740 members 
Mstep: Class 21 contains 21737 members 
Mstep: Class 22 contains 24980 members 
Mstep: Class 23 contains 14751 members 
Mstep: Class 24 contains 26640 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 7377 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 9940 members 
Mstep: Class 30 contains 10490 members 
Mstep: Class 31 contains 10015 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 107708 members 
Mstep: Class 34 contains 18960 members 
Mstep: Class 35 contains 7108 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587072.000000 Penalty: 128518.421875
Iteration 126Q: 37 clusters Score -2.055871e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 21002 members 
Mstep: Class 3 contains 172720 members 
Mstep: Class 4 contains 154564 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 46489 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162253 members 
Mstep: Class 9 contains 118938 members 
Mstep: Class 10 contains 90942 members 
Mstep: Class 11 contains 10013 members 
Mstep: Class 12 contains 79860 members 
Mstep: Class 13 contains 29021 members 
Mstep: Class 14 contains 49170 members 
Mstep: Class 15 contains 7036 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 232073 members 
Mstep: Class 20 contains 10751 members 
Mstep: Class 21 contains 21705 members 
Mstep: Class 22 contains 24950 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 26625 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 3955 members 
Mstep: Class 27 contains 7376 members 
Mstep: Class 28 contains 4453 members 
Mstep: Class 29 contains 9942 members 
Mstep: Class 30 contains 10499 members 
Mstep: Class 31 contains 10017 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 107865 members 
Mstep: Class 34 contains 18954 members 
Mstep: Class 35 contains 7246 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587216.000000 Penalty: 128518.421875
Iteration 127Q: 37 clusters Score -2.055872e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175706 members 
Mstep: Class 2 contains 20970 members 
Mstep: Class 3 contains 172683 members 
Mstep: Class 4 contains 154578 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 46462 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162241 members 
Mstep: Class 9 contains 118934 members 
Mstep: Class 10 contains 90737 members 
Mstep: Class 11 contains 10016 members 
Mstep: Class 12 contains 79863 members 
Mstep: Class 13 contains 29000 members 
Mstep: Class 14 contains 49111 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 4446 members 
Mstep: Class 17 contains 59079 members 
Mstep: Class 18 contains 81815 members 
Mstep: Class 19 contains 232061 members 
Mstep: Class 20 contains 10763 members 
Mstep: Class 21 contains 21667 members 
Mstep: Class 22 contains 24916 members 
Mstep: Class 23 contains 14626 members 
Mstep: Class 24 contains 26626 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 7379 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 9948 members 
Mstep: Class 30 contains 10518 members 
Mstep: Class 31 contains 10032 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 107988 members 
Mstep: Class 34 contains 18971 members 
Mstep: Class 35 contains 7368 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587312.000000 Penalty: 128518.421875
Iteration 128Q: 37 clusters Score -2.055873e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 20948 members 
Mstep: Class 3 contains 172645 members 
Mstep: Class 4 contains 154564 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 46431 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162227 members 
Mstep: Class 9 contains 118937 members 
Mstep: Class 10 contains 90563 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 79859 members 
Mstep: Class 13 contains 28985 members 
Mstep: Class 14 contains 49047 members 
Mstep: Class 15 contains 7044 members 
Mstep: Class 16 contains 4445 members 
Mstep: Class 17 contains 59278 members 
Mstep: Class 18 contains 81846 members 
Mstep: Class 19 contains 232072 members 
Mstep: Class 20 contains 10772 members 
Mstep: Class 21 contains 21624 members 
Mstep: Class 22 contains 24893 members 
Mstep: Class 23 contains 14557 members 
Mstep: Class 24 contains 26625 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 7376 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 9948 members 
Mstep: Class 30 contains 10527 members 
Mstep: Class 31 contains 10035 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108110 members 
Mstep: Class 34 contains 18974 members 
Mstep: Class 35 contains 7482 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587472.000000 Penalty: 128518.421875
Iteration 129Q: 37 clusters Score -2.055875e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175662 members 
Mstep: Class 2 contains 20925 members 
Mstep: Class 3 contains 172627 members 
Mstep: Class 4 contains 154578 members 
Mstep: Class 5 contains 8059 members 
Mstep: Class 6 contains 46404 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162171 members 
Mstep: Class 9 contains 118935 members 
Mstep: Class 10 contains 90382 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 79861 members 
Mstep: Class 13 contains 28980 members 
Mstep: Class 14 contains 49009 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 4447 members 
Mstep: Class 17 contains 59467 members 
Mstep: Class 18 contains 81879 members 
Mstep: Class 19 contains 232067 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 21581 members 
Mstep: Class 22 contains 24878 members 
Mstep: Class 23 contains 14500 members 
Mstep: Class 24 contains 26621 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 7375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 9950 members 
Mstep: Class 30 contains 10534 members 
Mstep: Class 31 contains 10044 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108235 members 
Mstep: Class 34 contains 18959 members 
Mstep: Class 35 contains 7596 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587472.000000 Penalty: 128518.421875
Iteration 130Q: 37 clusters Score -2.055875e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 20908 members 
Mstep: Class 3 contains 172586 members 
Mstep: Class 4 contains 154599 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 6 contains 46373 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162094 members 
Mstep: Class 9 contains 118932 members 
Mstep: Class 10 contains 90209 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 79860 members 
Mstep: Class 13 contains 28975 members 
Mstep: Class 14 contains 48978 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 4450 members 
Mstep: Class 17 contains 59668 members 
Mstep: Class 18 contains 81914 members 
Mstep: Class 19 contains 232059 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 21544 members 
Mstep: Class 22 contains 24869 members 
Mstep: Class 23 contains 14436 members 
Mstep: Class 24 contains 26619 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 9956 members 
Mstep: Class 30 contains 10547 members 
Mstep: Class 31 contains 10052 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108359 members 
Mstep: Class 34 contains 18949 members 
Mstep: Class 35 contains 7700 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587488.000000 Penalty: 128518.421875
Iteration 131Q: 37 clusters Score -2.055875e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 20905 members 
Mstep: Class 3 contains 172565 members 
Mstep: Class 4 contains 154615 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 46350 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 162032 members 
Mstep: Class 9 contains 118925 members 
Mstep: Class 10 contains 90049 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 79857 members 
Mstep: Class 13 contains 28970 members 
Mstep: Class 14 contains 48944 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 59851 members 
Mstep: Class 18 contains 81941 members 
Mstep: Class 19 contains 232053 members 
Mstep: Class 20 contains 10782 members 
Mstep: Class 21 contains 21523 members 
Mstep: Class 22 contains 24848 members 
Mstep: Class 23 contains 14370 members 
Mstep: Class 24 contains 26616 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 7373 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 9958 members 
Mstep: Class 30 contains 10551 members 
Mstep: Class 31 contains 10059 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108454 members 
Mstep: Class 34 contains 18956 members 
Mstep: Class 35 contains 7802 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587632.000000 Penalty: 128518.421875
Iteration 132Q: 37 clusters Score -2.055876e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175592 members 
Mstep: Class 2 contains 20904 members 
Mstep: Class 3 contains 172524 members 
Mstep: Class 4 contains 154605 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 46324 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161958 members 
Mstep: Class 9 contains 118916 members 
Mstep: Class 10 contains 89914 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 79856 members 
Mstep: Class 13 contains 28969 members 
Mstep: Class 14 contains 48898 members 
Mstep: Class 15 contains 7045 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 60039 members 
Mstep: Class 18 contains 81977 members 
Mstep: Class 19 contains 232050 members 
Mstep: Class 20 contains 10785 members 
Mstep: Class 21 contains 21505 members 
Mstep: Class 22 contains 24840 members 
Mstep: Class 23 contains 14315 members 
Mstep: Class 24 contains 26628 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 7373 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 9958 members 
Mstep: Class 30 contains 10552 members 
Mstep: Class 31 contains 10059 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108559 members 
Mstep: Class 34 contains 18950 members 
Mstep: Class 35 contains 7906 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587632.000000 Penalty: 128518.421875
Iteration 133Q: 37 clusters Score -2.055876e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 20902 members 
Mstep: Class 3 contains 172486 members 
Mstep: Class 4 contains 154597 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 46292 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161896 members 
Mstep: Class 9 contains 118912 members 
Mstep: Class 10 contains 89815 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 79856 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 48834 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 60196 members 
Mstep: Class 18 contains 82001 members 
Mstep: Class 19 contains 232065 members 
Mstep: Class 20 contains 10788 members 
Mstep: Class 21 contains 21484 members 
Mstep: Class 22 contains 24832 members 
Mstep: Class 23 contains 14245 members 
Mstep: Class 24 contains 26641 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10559 members 
Mstep: Class 31 contains 10063 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108661 members 
Mstep: Class 34 contains 18949 members 
Mstep: Class 35 contains 8019 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587680.000000 Penalty: 128518.421875
Iteration 134Q: 37 clusters Score -2.055877e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175530 members 
Mstep: Class 2 contains 20894 members 
Mstep: Class 3 contains 172459 members 
Mstep: Class 4 contains 154584 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 46259 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161851 members 
Mstep: Class 9 contains 118902 members 
Mstep: Class 10 contains 89737 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 79864 members 
Mstep: Class 13 contains 28958 members 
Mstep: Class 14 contains 48760 members 
Mstep: Class 15 contains 7044 members 
Mstep: Class 16 contains 4453 members 
Mstep: Class 17 contains 60368 members 
Mstep: Class 18 contains 82028 members 
Mstep: Class 19 contains 232065 members 
Mstep: Class 20 contains 10796 members 
Mstep: Class 21 contains 21468 members 
Mstep: Class 22 contains 24827 members 
Mstep: Class 23 contains 14159 members 
Mstep: Class 24 contains 26639 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 9966 members 
Mstep: Class 30 contains 10567 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108740 members 
Mstep: Class 34 contains 18944 members 
Mstep: Class 35 contains 8131 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587472.000000 Penalty: 128518.421875
Iteration 135Q: 37 clusters Score -2.055875e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 20889 members 
Mstep: Class 3 contains 172435 members 
Mstep: Class 4 contains 154631 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 46238 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161796 members 
Mstep: Class 9 contains 118902 members 
Mstep: Class 10 contains 89644 members 
Mstep: Class 11 contains 10049 members 
Mstep: Class 12 contains 79874 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 48700 members 
Mstep: Class 15 contains 7040 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 60486 members 
Mstep: Class 18 contains 82051 members 
Mstep: Class 19 contains 232073 members 
Mstep: Class 20 contains 10801 members 
Mstep: Class 21 contains 21460 members 
Mstep: Class 22 contains 24822 members 
Mstep: Class 23 contains 14065 members 
Mstep: Class 24 contains 26648 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 9964 members 
Mstep: Class 30 contains 10574 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108806 members 
Mstep: Class 34 contains 18931 members 
Mstep: Class 35 contains 8239 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587168.000000 Penalty: 128518.421875
Iteration 136Q: 37 clusters Score -2.055872e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175473 members 
Mstep: Class 2 contains 20888 members 
Mstep: Class 3 contains 172417 members 
Mstep: Class 4 contains 154693 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 46205 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161761 members 
Mstep: Class 9 contains 118899 members 
Mstep: Class 10 contains 89576 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 79877 members 
Mstep: Class 13 contains 28941 members 
Mstep: Class 14 contains 48646 members 
Mstep: Class 15 contains 7040 members 
Mstep: Class 16 contains 4453 members 
Mstep: Class 17 contains 60588 members 
Mstep: Class 18 contains 82065 members 
Mstep: Class 19 contains 232079 members 
Mstep: Class 20 contains 10811 members 
Mstep: Class 21 contains 21448 members 
Mstep: Class 22 contains 24811 members 
Mstep: Class 23 contains 13997 members 
Mstep: Class 24 contains 26639 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9963 members 
Mstep: Class 30 contains 10582 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108869 members 
Mstep: Class 34 contains 18918 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587408.000000 Penalty: 128518.421875
Iteration 137Q: 37 clusters Score -2.055874e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175441 members 
Mstep: Class 2 contains 20886 members 
Mstep: Class 3 contains 172418 members 
Mstep: Class 4 contains 154752 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 46172 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161706 members 
Mstep: Class 9 contains 118898 members 
Mstep: Class 10 contains 89526 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 79872 members 
Mstep: Class 13 contains 28939 members 
Mstep: Class 14 contains 48608 members 
Mstep: Class 15 contains 7040 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 60682 members 
Mstep: Class 18 contains 82084 members 
Mstep: Class 19 contains 232064 members 
Mstep: Class 20 contains 10820 members 
Mstep: Class 21 contains 21424 members 
Mstep: Class 22 contains 24807 members 
Mstep: Class 23 contains 13936 members 
Mstep: Class 24 contains 26631 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 9963 members 
Mstep: Class 30 contains 10585 members 
Mstep: Class 31 contains 10066 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108930 members 
Mstep: Class 34 contains 18910 members 
Mstep: Class 35 contains 8405 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587696.000000 Penalty: 128518.421875
Iteration 138Q: 37 clusters Score -2.055877e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175413 members 
Mstep: Class 2 contains 20890 members 
Mstep: Class 3 contains 172413 members 
Mstep: Class 4 contains 154821 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 46144 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161657 members 
Mstep: Class 9 contains 118896 members 
Mstep: Class 10 contains 89480 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 79864 members 
Mstep: Class 13 contains 28940 members 
Mstep: Class 14 contains 48570 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4451 members 
Mstep: Class 17 contains 60775 members 
Mstep: Class 18 contains 82090 members 
Mstep: Class 19 contains 232045 members 
Mstep: Class 20 contains 10825 members 
Mstep: Class 21 contains 21411 members 
Mstep: Class 22 contains 24797 members 
Mstep: Class 23 contains 13867 members 
Mstep: Class 24 contains 26621 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 9964 members 
Mstep: Class 30 contains 10588 members 
Mstep: Class 31 contains 10060 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 108999 members 
Mstep: Class 34 contains 18905 members 
Mstep: Class 35 contains 8486 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205587936.000000 Penalty: 128518.421875
Iteration 139Q: 37 clusters Score -2.055879e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 20900 members 
Mstep: Class 3 contains 172404 members 
Mstep: Class 4 contains 154889 members 
Mstep: Class 5 contains 8129 members 
Mstep: Class 6 contains 46119 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161600 members 
Mstep: Class 9 contains 118891 members 
Mstep: Class 10 contains 89430 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 79860 members 
Mstep: Class 13 contains 28940 members 
Mstep: Class 14 contains 48536 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 4451 members 
Mstep: Class 17 contains 60846 members 
Mstep: Class 18 contains 82102 members 
Mstep: Class 19 contains 232025 members 
Mstep: Class 20 contains 10828 members 
Mstep: Class 21 contains 21392 members 
Mstep: Class 22 contains 24787 members 
Mstep: Class 23 contains 13811 members 
Mstep: Class 24 contains 26623 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3964 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9962 members 
Mstep: Class 30 contains 10587 members 
Mstep: Class 31 contains 10063 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109066 members 
Mstep: Class 34 contains 18909 members 
Mstep: Class 35 contains 8553 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588112.000000 Penalty: 128518.421875
Iteration 140F: 37 clusters Score -2.055881e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175381 members 
Mstep: Class 2 contains 20907 members 
Mstep: Class 3 contains 172388 members 
Mstep: Class 4 contains 154980 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 46097 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161556 members 
Mstep: Class 9 contains 118889 members 
Mstep: Class 10 contains 89374 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 79855 members 
Mstep: Class 13 contains 28937 members 
Mstep: Class 14 contains 48511 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 60894 members 
Mstep: Class 18 contains 82111 members 
Mstep: Class 19 contains 232002 members 
Mstep: Class 20 contains 10828 members 
Mstep: Class 21 contains 21376 members 
Mstep: Class 22 contains 24775 members 
Mstep: Class 23 contains 13750 members 
Mstep: Class 24 contains 26619 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 9957 members 
Mstep: Class 30 contains 10589 members 
Mstep: Class 31 contains 10065 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109137 members 
Mstep: Class 34 contains 18907 members 
Mstep: Class 35 contains 8624 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588320.000000 Penalty: 128518.421875
Iteration 141Q: 37 clusters Score -2.055883e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 20916 members 
Mstep: Class 3 contains 172376 members 
Mstep: Class 4 contains 155062 members 
Mstep: Class 5 contains 8139 members 
Mstep: Class 6 contains 46086 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161484 members 
Mstep: Class 9 contains 118888 members 
Mstep: Class 10 contains 89316 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 79858 members 
Mstep: Class 13 contains 28936 members 
Mstep: Class 14 contains 48484 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 60935 members 
Mstep: Class 18 contains 82122 members 
Mstep: Class 19 contains 231975 members 
Mstep: Class 20 contains 10835 members 
Mstep: Class 21 contains 21364 members 
Mstep: Class 22 contains 24758 members 
Mstep: Class 23 contains 13695 members 
Mstep: Class 24 contains 26617 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 7373 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 9956 members 
Mstep: Class 30 contains 10589 members 
Mstep: Class 31 contains 10069 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109215 members 
Mstep: Class 34 contains 18905 members 
Mstep: Class 35 contains 8690 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588592.000000 Penalty: 128518.421875
Iteration 142Q: 37 clusters Score -2.055886e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 20912 members 
Mstep: Class 3 contains 172381 members 
Mstep: Class 4 contains 155162 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161446 members 
Mstep: Class 9 contains 118883 members 
Mstep: Class 10 contains 89244 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 79862 members 
Mstep: Class 13 contains 28936 members 
Mstep: Class 14 contains 48455 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 60967 members 
Mstep: Class 18 contains 82127 members 
Mstep: Class 19 contains 231964 members 
Mstep: Class 20 contains 10841 members 
Mstep: Class 21 contains 21356 members 
Mstep: Class 22 contains 24746 members 
Mstep: Class 23 contains 13647 members 
Mstep: Class 24 contains 26613 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 7373 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9957 members 
Mstep: Class 30 contains 10591 members 
Mstep: Class 31 contains 10066 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109261 members 
Mstep: Class 34 contains 18908 members 
Mstep: Class 35 contains 8749 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588240.000000 Penalty: 128518.421875
Iteration 143Q: 37 clusters Score -2.055882e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175341 members 
Mstep: Class 2 contains 20914 members 
Mstep: Class 3 contains 172383 members 
Mstep: Class 4 contains 155244 members 
Mstep: Class 5 contains 8148 members 
Mstep: Class 6 contains 46056 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161394 members 
Mstep: Class 9 contains 118877 members 
Mstep: Class 10 contains 89183 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 79865 members 
Mstep: Class 13 contains 28936 members 
Mstep: Class 14 contains 48432 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 4453 members 
Mstep: Class 17 contains 61001 members 
Mstep: Class 18 contains 82138 members 
Mstep: Class 19 contains 231951 members 
Mstep: Class 20 contains 10847 members 
Mstep: Class 21 contains 21340 members 
Mstep: Class 22 contains 24745 members 
Mstep: Class 23 contains 13598 members 
Mstep: Class 24 contains 26620 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3962 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9957 members 
Mstep: Class 30 contains 10597 members 
Mstep: Class 31 contains 10064 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109304 members 
Mstep: Class 34 contains 18904 members 
Mstep: Class 35 contains 8803 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588576.000000 Penalty: 128518.421875
Iteration 144Q: 37 clusters Score -2.055886e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 20923 members 
Mstep: Class 3 contains 172376 members 
Mstep: Class 4 contains 155317 members 
Mstep: Class 5 contains 8154 members 
Mstep: Class 6 contains 46046 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161361 members 
Mstep: Class 9 contains 118871 members 
Mstep: Class 10 contains 89107 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 79866 members 
Mstep: Class 13 contains 28936 members 
Mstep: Class 14 contains 48414 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 61043 members 
Mstep: Class 18 contains 82154 members 
Mstep: Class 19 contains 231936 members 
Mstep: Class 20 contains 10854 members 
Mstep: Class 21 contains 21331 members 
Mstep: Class 22 contains 24738 members 
Mstep: Class 23 contains 13536 members 
Mstep: Class 24 contains 26632 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3964 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9960 members 
Mstep: Class 30 contains 10596 members 
Mstep: Class 31 contains 10059 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109352 members 
Mstep: Class 34 contains 18895 members 
Mstep: Class 35 contains 8856 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588560.000000 Penalty: 128518.421875
Iteration 145Q: 37 clusters Score -2.055886e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175310 members 
Mstep: Class 2 contains 20923 members 
Mstep: Class 3 contains 172374 members 
Mstep: Class 4 contains 155394 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 46038 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161302 members 
Mstep: Class 9 contains 118875 members 
Mstep: Class 10 contains 89038 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 79870 members 
Mstep: Class 13 contains 28935 members 
Mstep: Class 14 contains 48400 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 61097 members 
Mstep: Class 18 contains 82167 members 
Mstep: Class 19 contains 231914 members 
Mstep: Class 20 contains 10856 members 
Mstep: Class 21 contains 21319 members 
Mstep: Class 22 contains 24725 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 26631 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9963 members 
Mstep: Class 30 contains 10600 members 
Mstep: Class 31 contains 10064 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109396 members 
Mstep: Class 34 contains 18889 members 
Mstep: Class 35 contains 8907 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588592.000000 Penalty: 128518.421875
Iteration 146Q: 37 clusters Score -2.055886e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175303 members 
Mstep: Class 2 contains 20919 members 
Mstep: Class 3 contains 172363 members 
Mstep: Class 4 contains 155431 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 6 contains 46029 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161285 members 
Mstep: Class 9 contains 118874 members 
Mstep: Class 10 contains 88957 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 79872 members 
Mstep: Class 13 contains 28935 members 
Mstep: Class 14 contains 48369 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 61152 members 
Mstep: Class 18 contains 82180 members 
Mstep: Class 19 contains 231915 members 
Mstep: Class 20 contains 10856 members 
Mstep: Class 21 contains 21315 members 
Mstep: Class 22 contains 24730 members 
Mstep: Class 23 contains 13449 members 
Mstep: Class 24 contains 26625 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7372 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 9963 members 
Mstep: Class 30 contains 10604 members 
Mstep: Class 31 contains 10066 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109422 members 
Mstep: Class 34 contains 18896 members 
Mstep: Class 35 contains 8940 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588672.000000 Penalty: 128518.421875
Iteration 147Q: 37 clusters Score -2.055887e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175301 members 
Mstep: Class 2 contains 20922 members 
Mstep: Class 3 contains 172338 members 
Mstep: Class 4 contains 155465 members 
Mstep: Class 5 contains 8198 members 
Mstep: Class 6 contains 46025 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161258 members 
Mstep: Class 9 contains 118869 members 
Mstep: Class 10 contains 88878 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 79873 members 
Mstep: Class 13 contains 28931 members 
Mstep: Class 14 contains 48343 members 
Mstep: Class 15 contains 7040 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 61213 members 
Mstep: Class 18 contains 82205 members 
Mstep: Class 19 contains 231907 members 
Mstep: Class 20 contains 10858 members 
Mstep: Class 21 contains 21305 members 
Mstep: Class 22 contains 24729 members 
Mstep: Class 23 contains 13428 members 
Mstep: Class 24 contains 26629 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 9967 members 
Mstep: Class 30 contains 10604 members 
Mstep: Class 31 contains 10067 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109463 members 
Mstep: Class 34 contains 18890 members 
Mstep: Class 35 contains 8973 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588592.000000 Penalty: 128518.421875
Iteration 148Q: 37 clusters Score -2.055886e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 172323 members 
Mstep: Class 4 contains 155515 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 46017 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161233 members 
Mstep: Class 9 contains 118860 members 
Mstep: Class 10 contains 88811 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 79876 members 
Mstep: Class 13 contains 28924 members 
Mstep: Class 14 contains 48314 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 61256 members 
Mstep: Class 18 contains 82218 members 
Mstep: Class 19 contains 231898 members 
Mstep: Class 20 contains 10861 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 22 contains 24722 members 
Mstep: Class 23 contains 13401 members 
Mstep: Class 24 contains 26648 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 9969 members 
Mstep: Class 30 contains 10603 members 
Mstep: Class 31 contains 10073 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109500 members 
Mstep: Class 34 contains 18891 members 
Mstep: Class 35 contains 8993 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588656.000000 Penalty: 128518.421875
Iteration 149Q: 37 clusters Score -2.055887e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 20932 members 
Mstep: Class 3 contains 172317 members 
Mstep: Class 4 contains 155550 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161217 members 
Mstep: Class 9 contains 118858 members 
Mstep: Class 10 contains 88743 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 79876 members 
Mstep: Class 13 contains 28921 members 
Mstep: Class 14 contains 48274 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 61296 members 
Mstep: Class 18 contains 82227 members 
Mstep: Class 19 contains 231900 members 
Mstep: Class 20 contains 10863 members 
Mstep: Class 21 contains 21293 members 
Mstep: Class 22 contains 24709 members 
Mstep: Class 23 contains 13370 members 
Mstep: Class 24 contains 26659 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 9977 members 
Mstep: Class 30 contains 10605 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109535 members 
Mstep: Class 34 contains 18892 members 
Mstep: Class 35 contains 9015 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588432.000000 Penalty: 128518.421875
Iteration 150Q: 37 clusters Score -2.055884e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175299 members 
Mstep: Class 2 contains 20920 members 
Mstep: Class 3 contains 172306 members 
Mstep: Class 4 contains 155582 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 46005 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161190 members 
Mstep: Class 9 contains 118853 members 
Mstep: Class 10 contains 88698 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 79883 members 
Mstep: Class 13 contains 28918 members 
Mstep: Class 14 contains 48237 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 61335 members 
Mstep: Class 18 contains 82232 members 
Mstep: Class 19 contains 231894 members 
Mstep: Class 20 contains 10867 members 
Mstep: Class 21 contains 21287 members 
Mstep: Class 22 contains 24701 members 
Mstep: Class 23 contains 13362 members 
Mstep: Class 24 contains 26668 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 9983 members 
Mstep: Class 30 contains 10608 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109572 members 
Mstep: Class 34 contains 18890 members 
Mstep: Class 35 contains 9031 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588832.000000 Penalty: 128518.421875
Iteration 151Q: 37 clusters Score -2.055888e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 20911 members 
Mstep: Class 3 contains 172298 members 
Mstep: Class 4 contains 155626 members 
Mstep: Class 5 contains 8233 members 
Mstep: Class 6 contains 45998 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161162 members 
Mstep: Class 9 contains 118851 members 
Mstep: Class 10 contains 88641 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 79883 members 
Mstep: Class 13 contains 28919 members 
Mstep: Class 14 contains 48206 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 61384 members 
Mstep: Class 18 contains 82237 members 
Mstep: Class 19 contains 231889 members 
Mstep: Class 20 contains 10870 members 
Mstep: Class 21 contains 21287 members 
Mstep: Class 22 contains 24700 members 
Mstep: Class 23 contains 13343 members 
Mstep: Class 24 contains 26677 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 9984 members 
Mstep: Class 30 contains 10606 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109608 members 
Mstep: Class 34 contains 18891 members 
Mstep: Class 35 contains 9054 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205588992.000000 Penalty: 128518.421875
Iteration 152Q: 37 clusters Score -2.05589e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 20903 members 
Mstep: Class 3 contains 172298 members 
Mstep: Class 4 contains 155625 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 45993 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161156 members 
Mstep: Class 9 contains 118844 members 
Mstep: Class 10 contains 88583 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 79883 members 
Mstep: Class 13 contains 28918 members 
Mstep: Class 14 contains 48181 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 4458 members 
Mstep: Class 17 contains 61433 members 
Mstep: Class 18 contains 82234 members 
Mstep: Class 19 contains 231902 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 21283 members 
Mstep: Class 22 contains 24690 members 
Mstep: Class 23 contains 13324 members 
Mstep: Class 24 contains 26693 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 9983 members 
Mstep: Class 30 contains 10607 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109639 members 
Mstep: Class 34 contains 18897 members 
Mstep: Class 35 contains 9068 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589072.000000 Penalty: 128518.421875
Iteration 153Q: 37 clusters Score -2.055891e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175289 members 
Mstep: Class 2 contains 20909 members 
Mstep: Class 3 contains 172294 members 
Mstep: Class 4 contains 155660 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 45990 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161122 members 
Mstep: Class 9 contains 118838 members 
Mstep: Class 10 contains 88519 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 79886 members 
Mstep: Class 13 contains 28918 members 
Mstep: Class 14 contains 48157 members 
Mstep: Class 15 contains 7041 members 
Mstep: Class 16 contains 4459 members 
Mstep: Class 17 contains 61472 members 
Mstep: Class 18 contains 82239 members 
Mstep: Class 19 contains 231906 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 21272 members 
Mstep: Class 22 contains 24681 members 
Mstep: Class 23 contains 13295 members 
Mstep: Class 24 contains 26706 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 9987 members 
Mstep: Class 30 contains 10607 members 
Mstep: Class 31 contains 10094 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109682 members 
Mstep: Class 34 contains 18904 members 
Mstep: Class 35 contains 9087 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589072.000000 Penalty: 128518.421875
Iteration 154Q: 37 clusters Score -2.055891e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175289 members 
Mstep: Class 2 contains 20912 members 
Mstep: Class 3 contains 172292 members 
Mstep: Class 4 contains 155717 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 45983 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161067 members 
Mstep: Class 9 contains 118834 members 
Mstep: Class 10 contains 88461 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 79889 members 
Mstep: Class 13 contains 28917 members 
Mstep: Class 14 contains 48140 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 61506 members 
Mstep: Class 18 contains 82244 members 
Mstep: Class 19 contains 231917 members 
Mstep: Class 20 contains 10877 members 
Mstep: Class 21 contains 21261 members 
Mstep: Class 22 contains 24673 members 
Mstep: Class 23 contains 13270 members 
Mstep: Class 24 contains 26714 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 9986 members 
Mstep: Class 30 contains 10608 members 
Mstep: Class 31 contains 10100 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109713 members 
Mstep: Class 34 contains 18913 members 
Mstep: Class 35 contains 9098 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589120.000000 Penalty: 128518.421875
Iteration 155Q: 37 clusters Score -2.055891e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 20911 members 
Mstep: Class 3 contains 172284 members 
Mstep: Class 4 contains 155778 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 45983 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161026 members 
Mstep: Class 9 contains 118829 members 
Mstep: Class 10 contains 88405 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 79886 members 
Mstep: Class 13 contains 28916 members 
Mstep: Class 14 contains 48125 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4459 members 
Mstep: Class 17 contains 61525 members 
Mstep: Class 18 contains 82240 members 
Mstep: Class 19 contains 231914 members 
Mstep: Class 20 contains 10884 members 
Mstep: Class 21 contains 21254 members 
Mstep: Class 22 contains 24674 members 
Mstep: Class 23 contains 13252 members 
Mstep: Class 24 contains 26731 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 9989 members 
Mstep: Class 30 contains 10610 members 
Mstep: Class 31 contains 10103 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109740 members 
Mstep: Class 34 contains 18914 members 
Mstep: Class 35 contains 9117 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589200.000000 Penalty: 128518.421875
Iteration 156Q: 37 clusters Score -2.055892e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 20910 members 
Mstep: Class 3 contains 172281 members 
Mstep: Class 4 contains 155822 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 45981 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 161003 members 
Mstep: Class 9 contains 118833 members 
Mstep: Class 10 contains 88363 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 79887 members 
Mstep: Class 13 contains 28914 members 
Mstep: Class 14 contains 48106 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4458 members 
Mstep: Class 17 contains 61552 members 
Mstep: Class 18 contains 82249 members 
Mstep: Class 19 contains 231890 members 
Mstep: Class 20 contains 10889 members 
Mstep: Class 21 contains 21243 members 
Mstep: Class 22 contains 24681 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 26742 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 9992 members 
Mstep: Class 30 contains 10612 members 
Mstep: Class 31 contains 10110 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109758 members 
Mstep: Class 34 contains 18907 members 
Mstep: Class 35 contains 9131 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589120.000000 Penalty: 128518.421875
Iteration 157Q: 37 clusters Score -2.055891e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 20909 members 
Mstep: Class 3 contains 172275 members 
Mstep: Class 4 contains 155850 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 45983 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 160988 members 
Mstep: Class 9 contains 118825 members 
Mstep: Class 10 contains 88317 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 79885 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 48082 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 61577 members 
Mstep: Class 18 contains 82254 members 
Mstep: Class 19 contains 231886 members 
Mstep: Class 20 contains 10896 members 
Mstep: Class 21 contains 21232 members 
Mstep: Class 22 contains 24674 members 
Mstep: Class 23 contains 13227 members 
Mstep: Class 24 contains 26755 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 9992 members 
Mstep: Class 30 contains 10613 members 
Mstep: Class 31 contains 10120 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109787 members 
Mstep: Class 34 contains 18907 members 
Mstep: Class 35 contains 9142 members 
Mstep: Class 36 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205589344.000000 Penalty: 128518.421875
Iteration 158Q: 37 clusters Score -2.055893e+08 nChanged 512
Entering ConstructFrom: 
Score: -205589344.000000 Penalty: 128518.421875
Entering ConstructFrom: 
Trying to split cluster 1 (175284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175284 members 
Entering Unmasked Estep 
Score: -21180654.000000 Penalty: 2994.392334
	Iteration 0F: 2 clusters Score -2.118065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -21072462.000000 Penalty: 5988.784668
	Iteration 0F: 3 clusters Score -2.107246e+07 nChanged 84133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -21120856.000000 Penalty: 5988.784668
	Iteration 1F: 3 clusters Score -2.112086e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -21122132.000000 Penalty: 5988.784668
	Iteration 2Q: 3 clusters Score -2.112213e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -21124344.000000 Penalty: 5988.784668
	Iteration 3Q: 3 clusters Score -2.112434e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -21128028.000000 Penalty: 5988.784668
	Iteration 4Q: 3 clusters Score -2.112803e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 120769 members 
Entering Unmasked Estep 
Score: -21135388.000000 Penalty: 5988.784668
	Iteration 5F: 3 clusters Score -2.113539e+07 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -21148228.000000 Penalty: 5988.784668
	Iteration 6F: 3 clusters Score -2.114823e+07 nChanged 16961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 153168 members 
Entering Unmasked Estep 
Score: -21163456.000000 Penalty: 5988.784668
	Iteration 7F: 3 clusters Score -2.116346e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 165383 members 
Entering Unmasked Estep 
Score: -21172638.000000 Penalty: 5988.784668
	Iteration 8F: 3 clusters Score -2.117264e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 171125 members 
Entering Unmasked Estep 
Score: -21176262.000000 Penalty: 5988.784668
	Iteration 9Q: 3 clusters Score -2.117626e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 173234 members 
Entering Unmasked Estep 
Score: -21177526.000000 Penalty: 5988.784668
	Iteration 10Q: 3 clusters Score -2.117753e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -21178020.000000 Penalty: 5988.784668
	Iteration 11Q: 3 clusters Score -2.117802e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 174246 members 
Entering Unmasked Estep 
Score: -21178224.000000 Penalty: 5988.784668
	Iteration 12Q: 3 clusters Score -2.117822e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 174366 members 
Entering Unmasked Estep 
Score: -21178366.000000 Penalty: 5988.784668
	Iteration 13Q: 3 clusters Score -2.117837e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 174415 members 
Entering Unmasked Estep 
Score: -21178480.000000 Penalty: 5988.784668
	Iteration 14Q: 3 clusters Score -2.117848e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 174445 members 
Entering Unmasked Estep 
Score: -21178518.000000 Penalty: 5988.784668
	Iteration 15Q: 3 clusters Score -2.117852e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 174465 members 
Entering Unmasked Estep 
Score: -21178582.000000 Penalty: 5988.784668
	Iteration 16Q: 3 clusters Score -2.117858e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 174477 members 
Entering Unmasked Estep 
Score: -21178610.000000 Penalty: 5988.784668
	Iteration 17Q: 3 clusters Score -2.117861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -21178610.000000 Penalty: 5988.784668
	Iteration 18Q: 3 clusters Score -2.117861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 174476 members 
Entering Unmasked Estep 
Score: -21178610.000000 Penalty: 5988.784668
	Iteration 19Q: 3 clusters Score -2.117861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 174481 members 
Entering Unmasked Estep 
Score: -21178602.000000 Penalty: 5988.784668
	Iteration 20F: 3 clusters Score -2.11786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -21178624.000000 Penalty: 5988.784668
	Iteration 21Q: 3 clusters Score -2.117862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 174489 members 
Entering Unmasked Estep 
Score: -21178630.000000 Penalty: 5988.784668
	Iteration 22Q: 3 clusters Score -2.117863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 174488 members 
Entering Unmasked Estep 
Score: -21178636.000000 Penalty: 5988.784668
	Iteration 23Q: 3 clusters Score -2.117864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -21178638.000000 Penalty: 5988.784668
	Iteration 24Q: 3 clusters Score -2.117864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -21178642.000000 Penalty: 5988.784668
	Iteration 25Q: 3 clusters Score -2.117864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 174497 members 
Entering Unmasked Estep 
Score: -21178650.000000 Penalty: 5988.784668
	Iteration 26Q: 3 clusters Score -2.117865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -21178644.000000 Penalty: 5988.784668
	Iteration 27Q: 3 clusters Score -2.117864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -21178644.000000 Penalty: 5988.784668
	Iteration 28F: 3 clusters Score -2.117864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Entering Unmasked Estep 
Score: -2394093.500000 Penalty: 2467.135254
	Iteration 0F: 2 clusters Score -2394094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2379555.500000 Penalty: 4934.270508
	Iteration 0F: 3 clusters Score -2379556 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2384430.000000 Penalty: 4934.270508
	Iteration 1F: 3 clusters Score -2384430 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2384903.000000 Penalty: 4934.270508
	Iteration 2F: 3 clusters Score -2384903 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2385309.750000 Penalty: 4934.270508
	Iteration 3Q: 3 clusters Score -2385310 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2385731.250000 Penalty: 4934.270508
	Iteration 4Q: 3 clusters Score -2385731 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2386126.000000 Penalty: 4934.270508
	Iteration 5Q: 3 clusters Score -2386126 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2386585.000000 Penalty: 4934.270508
	Iteration 6Q: 3 clusters Score -2386585 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2387101.000000 Penalty: 4934.270508
	Iteration 7Q: 3 clusters Score -2387101 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2387717.250000 Penalty: 4934.270508
	Iteration 8Q: 3 clusters Score -2387717 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2388279.750000 Penalty: 4934.270508
	Iteration 9Q: 3 clusters Score -2388280 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2388818.500000 Penalty: 4934.270508
	Iteration 10Q: 3 clusters Score -2388818 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2389265.250000 Penalty: 4934.270508
	Iteration 11Q: 3 clusters Score -2389265 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2389597.750000 Penalty: 4934.270508
	Iteration 12Q: 3 clusters Score -2389598 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2389792.750000 Penalty: 4934.270508
	Iteration 13Q: 3 clusters Score -2389793 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2389943.500000 Penalty: 4934.270508
	Iteration 14Q: 3 clusters Score -2389944 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2390070.250000 Penalty: 4934.270508
	Iteration 15Q: 3 clusters Score -2390070 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2390189.000000 Penalty: 4934.270508
	Iteration 16Q: 3 clusters Score -2390189 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2390297.250000 Penalty: 4934.270508
	Iteration 17Q: 3 clusters Score -2390297 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2390422.250000 Penalty: 4934.270508
	Iteration 18Q: 3 clusters Score -2390422 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2390564.250000 Penalty: 4934.270508
	Iteration 19Q: 3 clusters Score -2390564 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2390705.250000 Penalty: 4934.270508
	Iteration 20F: 3 clusters Score -2390705 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2390920.500000 Penalty: 4934.270508
	Iteration 21Q: 3 clusters Score -2390920 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2391139.500000 Penalty: 4934.270508
	Iteration 22Q: 3 clusters Score -2391140 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2391358.000000 Penalty: 4934.270508
	Iteration 23Q: 3 clusters Score -2391358 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2391625.500000 Penalty: 4934.270508
	Iteration 24Q: 3 clusters Score -2391626 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2392014.500000 Penalty: 4934.270508
	Iteration 25Q: 3 clusters Score -2392014 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2392301.000000 Penalty: 4934.270508
	Iteration 26Q: 3 clusters Score -2392301 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2392446.000000 Penalty: 4934.270508
	Iteration 27Q: 3 clusters Score -2392446 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2392520.750000 Penalty: 4934.270508
	Iteration 28Q: 3 clusters Score -2392521 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2392562.250000 Penalty: 4934.270508
	Iteration 29Q: 3 clusters Score -2392562 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2392592.750000 Penalty: 4934.270508
	Iteration 30Q: 3 clusters Score -2392593 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2392628.500000 Penalty: 4934.270508
	Iteration 31Q: 3 clusters Score -2392628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2392653.500000 Penalty: 4934.270508
	Iteration 32Q: 3 clusters Score -2392654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2392671.250000 Penalty: 4934.270508
	Iteration 33Q: 3 clusters Score -2392671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2392692.750000 Penalty: 4934.270508
	Iteration 34Q: 3 clusters Score -2392693 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2392707.750000 Penalty: 4934.270508
	Iteration 35Q: 3 clusters Score -2392708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2392730.000000 Penalty: 4934.270508
	Iteration 36Q: 3 clusters Score -2392730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2392745.250000 Penalty: 4934.270508
	Iteration 37Q: 3 clusters Score -2392745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2392762.500000 Penalty: 4934.270508
	Iteration 38Q: 3 clusters Score -2392762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2392781.000000 Penalty: 4934.270508
	Iteration 39Q: 3 clusters Score -2392781 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2392794.750000 Penalty: 4934.270508
	Iteration 40F: 3 clusters Score -2392795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2392812.750000 Penalty: 4934.270508
	Iteration 41Q: 3 clusters Score -2392813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2392833.750000 Penalty: 4934.270508
	Iteration 42Q: 3 clusters Score -2392834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2392856.250000 Penalty: 4934.270508
	Iteration 43Q: 3 clusters Score -2392856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2392877.000000 Penalty: 4934.270508
	Iteration 44Q: 3 clusters Score -2392877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2392888.500000 Penalty: 4934.270508
	Iteration 45Q: 3 clusters Score -2392888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2392901.500000 Penalty: 4934.270508
	Iteration 46Q: 3 clusters Score -2392902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2392925.500000 Penalty: 4934.270508
	Iteration 47Q: 3 clusters Score -2392926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2392935.750000 Penalty: 4934.270508
	Iteration 48Q: 3 clusters Score -2392936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2392951.250000 Penalty: 4934.270508
	Iteration 49Q: 3 clusters Score -2392951 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2392980.500000 Penalty: 4934.270508
	Iteration 50Q: 3 clusters Score -2392980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2393008.500000 Penalty: 4934.270508
	Iteration 51Q: 3 clusters Score -2393008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2393029.250000 Penalty: 4934.270508
	Iteration 52Q: 3 clusters Score -2393029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2393048.500000 Penalty: 4934.270508
	Iteration 53Q: 3 clusters Score -2393048 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2393076.000000 Penalty: 4934.270508
	Iteration 54Q: 3 clusters Score -2393076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2393107.500000 Penalty: 4934.270508
	Iteration 55Q: 3 clusters Score -2393108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2393144.500000 Penalty: 4934.270508
	Iteration 56Q: 3 clusters Score -2393144 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2393195.000000 Penalty: 4934.270508
	Iteration 57Q: 3 clusters Score -2393195 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2393270.000000 Penalty: 4934.270508
	Iteration 58Q: 3 clusters Score -2393270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2393325.500000 Penalty: 4934.270508
	Iteration 59Q: 3 clusters Score -2393326 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2393379.250000 Penalty: 4934.270508
	Iteration 60F: 3 clusters Score -2393379 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2393466.750000 Penalty: 4934.270508
	Iteration 61Q: 3 clusters Score -2393467 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2393552.500000 Penalty: 4934.270508
	Iteration 62Q: 3 clusters Score -2393552 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2393643.000000 Penalty: 4934.270508
	Iteration 63Q: 3 clusters Score -2393643 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2393731.250000 Penalty: 4934.270508
	Iteration 64Q: 3 clusters Score -2393731 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2393825.250000 Penalty: 4934.270508
	Iteration 65Q: 3 clusters Score -2393825 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2393941.500000 Penalty: 4934.270508
	Iteration 66Q: 3 clusters Score -2393942 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2394063.000000 Penalty: 4934.270508
	Iteration 67Q: 3 clusters Score -2394063 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2394186.500000 Penalty: 4934.270508
	Iteration 68Q: 3 clusters Score -2394186 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2394285.250000 Penalty: 4934.270508
	Iteration 69Q: 3 clusters Score -2394285 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2394380.500000 Penalty: 4934.270508
	Iteration 70Q: 3 clusters Score -2394380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2394454.000000 Penalty: 4934.270508
	Iteration 71Q: 3 clusters Score -2394454 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2394519.750000 Penalty: 4934.270508
	Iteration 72Q: 3 clusters Score -2394520 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2394578.750000 Penalty: 4934.270508
	Iteration 73Q: 3 clusters Score -2394579 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2394637.250000 Penalty: 4934.270508
	Iteration 74Q: 3 clusters Score -2394637 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2394670.000000 Penalty: 4934.270508
	Iteration 75Q: 3 clusters Score -2394670 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2394706.750000 Penalty: 4934.270508
	Iteration 76Q: 3 clusters Score -2394707 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2394722.000000 Penalty: 4934.270508
	Iteration 77Q: 3 clusters Score -2394722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2394741.500000 Penalty: 4934.270508
	Iteration 78Q: 3 clusters Score -2394742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2394742.500000 Penalty: 4934.270508
	Iteration 79Q: 3 clusters Score -2394742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2394763.500000 Penalty: 4934.270508
	Iteration 80F: 3 clusters Score -2394764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2394774.750000 Penalty: 4934.270508
	Iteration 81Q: 3 clusters Score -2394775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2394776.500000 Penalty: 4934.270508
	Iteration 82Q: 3 clusters Score -2394776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2394793.250000 Penalty: 4934.270508
	Iteration 83Q: 3 clusters Score -2394793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2394792.500000 Penalty: 4934.270508
	Iteration 84Q: 3 clusters Score -2394792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2394794.250000 Penalty: 4934.270508
	Iteration 85Q: 3 clusters Score -2394794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2394795.500000 Penalty: 4934.270508
	Iteration 86Q: 3 clusters Score -2394796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2394806.000000 Penalty: 4934.270508
	Iteration 87Q: 3 clusters Score -2394806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2394807.250000 Penalty: 4934.270508
	Iteration 88Q: 3 clusters Score -2394807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2394809.500000 Penalty: 4934.270508
	Iteration 89Q: 3 clusters Score -2394810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2394810.250000 Penalty: 4934.270508
	Iteration 90Q: 3 clusters Score -2394810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2394810.750000 Penalty: 4934.270508
	Iteration 91Q: 3 clusters Score -2394811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2394809.250000 Penalty: 4934.270508
	Iteration 92Q: 3 clusters Score -2394809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2394810.000000 Penalty: 4934.270508
	Iteration 93Q: 3 clusters Score -2394810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2394806.000000 Penalty: 4934.270508
	Iteration 94Q: 3 clusters Score -2394806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2394809.000000 Penalty: 4934.270508
	Iteration 95Q: 3 clusters Score -2394809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2394807.500000 Penalty: 4934.270508
	Iteration 96Q: 3 clusters Score -2394808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2394805.750000 Penalty: 4934.270508
	Iteration 97Q: 3 clusters Score -2394806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2394807.750000 Penalty: 4934.270508
	Iteration 98Q: 3 clusters Score -2394808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2394811.000000 Penalty: 4934.270508
	Iteration 99Q: 3 clusters Score -2394811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2394811.000000 Penalty: 4934.270508
	Iteration 100F: 3 clusters Score -2394811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 10895 members 
Mstep: Class 3 contains 172269 members 
Mstep: Class 4 contains 155885 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 45981 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 160958 members 
Mstep: Class 9 contains 118825 members 
Mstep: Class 10 contains 88277 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 79884 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 48065 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 61608 members 
Mstep: Class 18 contains 82256 members 
Mstep: Class 19 contains 231876 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 21226 members 
Mstep: Class 22 contains 24670 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 26773 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 9993 members 
Mstep: Class 30 contains 10615 members 
Mstep: Class 31 contains 10129 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109801 members 
Mstep: Class 34 contains 18909 members 
Mstep: Class 35 contains 9152 members 
Mstep: Class 36 contains 1343 members 
Mstep: Class 37 contains 10018 members 
Entering Unmasked Estep 
Score: -205587840.000000 Penalty: 132088.375000
Splitting cluster 2 changes total score from -205589344.000000 to -205587840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (172269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172269 members 
Entering Unmasked Estep 
Score: -20631898.000000 Penalty: 2990.089355
	Iteration 0F: 2 clusters Score -2.06319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -20518056.000000 Penalty: 5980.178711
	Iteration 0F: 3 clusters Score -2.051806e+07 nChanged 82570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -20567466.000000 Penalty: 5980.178711
	Iteration 1F: 3 clusters Score -2.056747e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -20569548.000000 Penalty: 5980.178711
	Iteration 2Q: 3 clusters Score -2.056955e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -20572818.000000 Penalty: 5980.178711
	Iteration 3Q: 3 clusters Score -2.057282e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 107705 members 
Entering Unmasked Estep 
Score: -20578032.000000 Penalty: 5980.178711
	Iteration 4F: 3 clusters Score -2.057803e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -20586258.000000 Penalty: 5980.178711
	Iteration 5F: 3 clusters Score -2.058626e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 130841 members 
Entering Unmasked Estep 
Score: -20597492.000000 Penalty: 5980.178711
	Iteration 6F: 3 clusters Score -2.059749e+07 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -20608664.000000 Penalty: 5980.178711
	Iteration 7F: 3 clusters Score -2.060866e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 152335 members 
Entering Unmasked Estep 
Score: -20617374.000000 Penalty: 5980.178711
	Iteration 8F: 3 clusters Score -2.061737e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 158467 members 
Entering Unmasked Estep 
Score: -20622572.000000 Penalty: 5980.178711
	Iteration 9Q: 3 clusters Score -2.062257e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -20625302.000000 Penalty: 5980.178711
	Iteration 10Q: 3 clusters Score -2.06253e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -20627020.000000 Penalty: 5980.178711
	Iteration 11Q: 3 clusters Score -2.062702e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 165466 members 
Entering Unmasked Estep 
Score: -20627946.000000 Penalty: 5980.178711
	Iteration 12Q: 3 clusters Score -2.062795e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 166272 members 
Entering Unmasked Estep 
Score: -20628450.000000 Penalty: 5980.178711
	Iteration 13Q: 3 clusters Score -2.062845e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -20628826.000000 Penalty: 5980.178711
	Iteration 14Q: 3 clusters Score -2.062883e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -20629004.000000 Penalty: 5980.178711
	Iteration 15Q: 3 clusters Score -2.0629e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -20629212.000000 Penalty: 5980.178711
	Iteration 16Q: 3 clusters Score -2.062921e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 167901 members 
Entering Unmasked Estep 
Score: -20629336.000000 Penalty: 5980.178711
	Iteration 17Q: 3 clusters Score -2.062934e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -20629532.000000 Penalty: 5980.178711
	Iteration 18Q: 3 clusters Score -2.062953e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 168282 members 
Entering Unmasked Estep 
Score: -20629666.000000 Penalty: 5980.178711
	Iteration 19Q: 3 clusters Score -2.062967e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -20629772.000000 Penalty: 5980.178711
	Iteration 20F: 3 clusters Score -2.062977e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -20629828.000000 Penalty: 5980.178711
	Iteration 21Q: 3 clusters Score -2.062983e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -20629892.000000 Penalty: 5980.178711
	Iteration 22Q: 3 clusters Score -2.062989e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 168793 members 
Entering Unmasked Estep 
Score: -20629930.000000 Penalty: 5980.178711
	Iteration 23Q: 3 clusters Score -2.062993e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 168882 members 
Entering Unmasked Estep 
Score: -20629960.000000 Penalty: 5980.178711
	Iteration 24Q: 3 clusters Score -2.062996e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -20629968.000000 Penalty: 5980.178711
	Iteration 25Q: 3 clusters Score -2.062997e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 169020 members 
Entering Unmasked Estep 
Score: -20630012.000000 Penalty: 5980.178711
	Iteration 26Q: 3 clusters Score -2.063001e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -20630040.000000 Penalty: 5980.178711
	Iteration 27Q: 3 clusters Score -2.063004e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 169153 members 
Entering Unmasked Estep 
Score: -20630094.000000 Penalty: 5980.178711
	Iteration 28Q: 3 clusters Score -2.063009e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -20630122.000000 Penalty: 5980.178711
	Iteration 29Q: 3 clusters Score -2.063012e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 169239 members 
Entering Unmasked Estep 
Score: -20630142.000000 Penalty: 5980.178711
	Iteration 30Q: 3 clusters Score -2.063014e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 169266 members 
Entering Unmasked Estep 
Score: -20630154.000000 Penalty: 5980.178711
	Iteration 31Q: 3 clusters Score -2.063015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 169284 members 
Entering Unmasked Estep 
Score: -20630154.000000 Penalty: 5980.178711
	Iteration 32Q: 3 clusters Score -2.063015e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 169295 members 
Entering Unmasked Estep 
Score: -20630176.000000 Penalty: 5980.178711
	Iteration 33Q: 3 clusters Score -2.063018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 169301 members 
Entering Unmasked Estep 
Score: -20630194.000000 Penalty: 5980.178711
	Iteration 34Q: 3 clusters Score -2.063019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 169309 members 
Entering Unmasked Estep 
Score: -20630210.000000 Penalty: 5980.178711
	Iteration 35Q: 3 clusters Score -2.063021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -20630210.000000 Penalty: 5980.178711
	Iteration 36Q: 3 clusters Score -2.063021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 169319 members 
Entering Unmasked Estep 
Score: -20630226.000000 Penalty: 5980.178711
	Iteration 37Q: 3 clusters Score -2.063023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 169325 members 
Entering Unmasked Estep 
Score: -20630236.000000 Penalty: 5980.178711
	Iteration 38Q: 3 clusters Score -2.063024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 169330 members 
Entering Unmasked Estep 
Score: -20630216.000000 Penalty: 5980.178711
	Iteration 39Q: 3 clusters Score -2.063022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -20630198.000000 Penalty: 5980.178711
	Iteration 40F: 3 clusters Score -2.06302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -20630204.000000 Penalty: 5980.178711
	Iteration 41Q: 3 clusters Score -2.06302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -20630206.000000 Penalty: 5980.178711
	Iteration 42Q: 3 clusters Score -2.063021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 169345 members 
Entering Unmasked Estep 
Score: -20630218.000000 Penalty: 5980.178711
	Iteration 43Q: 3 clusters Score -2.063022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 169348 members 
Entering Unmasked Estep 
Score: -20630226.000000 Penalty: 5980.178711
	Iteration 44Q: 3 clusters Score -2.063023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 169352 members 
Entering Unmasked Estep 
Score: -20630242.000000 Penalty: 5980.178711
	Iteration 45Q: 3 clusters Score -2.063024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 169358 members 
Entering Unmasked Estep 
Score: -20630260.000000 Penalty: 5980.178711
	Iteration 46Q: 3 clusters Score -2.063026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 169367 members 
Entering Unmasked Estep 
Score: -20630270.000000 Penalty: 5980.178711
	Iteration 47Q: 3 clusters Score -2.063027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -20630272.000000 Penalty: 5980.178711
	Iteration 48Q: 3 clusters Score -2.063027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 169375 members 
Entering Unmasked Estep 
Score: -20630282.000000 Penalty: 5980.178711
	Iteration 49Q: 3 clusters Score -2.063028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 169381 members 
Entering Unmasked Estep 
Score: -20630290.000000 Penalty: 5980.178711
	Iteration 50Q: 3 clusters Score -2.063029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -20630280.000000 Penalty: 5980.178711
	Iteration 51Q: 3 clusters Score -2.063028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 169389 members 
Entering Unmasked Estep 
Score: -20630266.000000 Penalty: 5980.178711
	Iteration 52Q: 3 clusters Score -2.063027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -20630278.000000 Penalty: 5980.178711
	Iteration 53Q: 3 clusters Score -2.063028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 169395 members 
Entering Unmasked Estep 
Score: -20630272.000000 Penalty: 5980.178711
	Iteration 54Q: 3 clusters Score -2.063027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 169397 members 
Entering Unmasked Estep 
Score: -20630276.000000 Penalty: 5980.178711
	Iteration 55Q: 3 clusters Score -2.063028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -20630280.000000 Penalty: 5980.178711
	Iteration 56Q: 3 clusters Score -2.063028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -20630278.000000 Penalty: 5980.178711
	Iteration 57Q: 3 clusters Score -2.063028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 169401 members 
Entering Unmasked Estep 
Score: -20630272.000000 Penalty: 5980.178711
	Iteration 58Q: 3 clusters Score -2.063027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -20630278.000000 Penalty: 5980.178711
	Iteration 59Q: 3 clusters Score -2.063028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 169396 members 
Entering Unmasked Estep 
Score: -20630276.000000 Penalty: 5980.178711
	Iteration 60F: 3 clusters Score -2.063028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -20630278.000000 Penalty: 5980.178711
	Iteration 61Q: 3 clusters Score -2.063028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -20630268.000000 Penalty: 5980.178711
	Iteration 62Q: 3 clusters Score -2.063027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 169401 members 
Entering Unmasked Estep 
Score: -20630264.000000 Penalty: 5980.178711
	Iteration 63Q: 3 clusters Score -2.063026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 169400 members 
Entering Unmasked Estep 
Score: -20630272.000000 Penalty: 5980.178711
	Iteration 64Q: 3 clusters Score -2.063027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -20630262.000000 Penalty: 5980.178711
	Iteration 65Q: 3 clusters Score -2.063026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 169400 members 
Entering Unmasked Estep 
Score: -20630278.000000 Penalty: 5980.178711
	Iteration 66Q: 3 clusters Score -2.063028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -20630254.000000 Penalty: 5980.178711
	Iteration 67Q: 3 clusters Score -2.063025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -20630252.000000 Penalty: 5980.178711
	Iteration 68Q: 3 clusters Score -2.063025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 169403 members 
Entering Unmasked Estep 
Score: -20630272.000000 Penalty: 5980.178711
	Iteration 69Q: 3 clusters Score -2.063027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -20630266.000000 Penalty: 5980.178711
	Iteration 70Q: 3 clusters Score -2.063027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -20630258.000000 Penalty: 5980.178711
	Iteration 71Q: 3 clusters Score -2.063026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -20630260.000000 Penalty: 5980.178711
	Iteration 72Q: 3 clusters Score -2.063026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -20630260.000000 Penalty: 5980.178711
	Iteration 73F: 3 clusters Score -2.063026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Entering Unmasked Estep 
Score: -18581926.000000 Penalty: 2965.304688
	Iteration 0F: 2 clusters Score -1.858193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -18477706.000000 Penalty: 5930.609375
	Iteration 0F: 3 clusters Score -1.847771e+07 nChanged 74796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -18521356.000000 Penalty: 5930.609375
	Iteration 1F: 3 clusters Score -1.852136e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -18522514.000000 Penalty: 5930.609375
	Iteration 2Q: 3 clusters Score -1.852251e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -18523806.000000 Penalty: 5930.609375
	Iteration 3Q: 3 clusters Score -1.852381e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -18525646.000000 Penalty: 5930.609375
	Iteration 4Q: 3 clusters Score -1.852565e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -18528784.000000 Penalty: 5930.609375
	Iteration 5Q: 3 clusters Score -1.852878e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -18533200.000000 Penalty: 5930.609375
	Iteration 6F: 3 clusters Score -1.85332e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -18540130.000000 Penalty: 5930.609375
	Iteration 7F: 3 clusters Score -1.854013e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -18549744.000000 Penalty: 5930.609375
	Iteration 8F: 3 clusters Score -1.854974e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130695 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -18559902.000000 Penalty: 5930.609375
	Iteration 9F: 3 clusters Score -1.85599e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140569 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -18568466.000000 Penalty: 5930.609375
	Iteration 10F: 3 clusters Score -1.856847e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -18574048.000000 Penalty: 5930.609375
	Iteration 11Q: 3 clusters Score -1.857405e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -18576874.000000 Penalty: 5930.609375
	Iteration 12Q: 3 clusters Score -1.857687e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -18578108.000000 Penalty: 5930.609375
	Iteration 13Q: 3 clusters Score -1.857811e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -18578704.000000 Penalty: 5930.609375
	Iteration 14Q: 3 clusters Score -1.85787e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154626 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -18578942.000000 Penalty: 5930.609375
	Iteration 15Q: 3 clusters Score -1.857894e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18579114.000000 Penalty: 5930.609375
	Iteration 16Q: 3 clusters Score -1.857911e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -18579200.000000 Penalty: 5930.609375
	Iteration 17Q: 3 clusters Score -1.85792e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -18579266.000000 Penalty: 5930.609375
	Iteration 18Q: 3 clusters Score -1.857927e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155138 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18579294.000000 Penalty: 5930.609375
	Iteration 19Q: 3 clusters Score -1.857929e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18579318.000000 Penalty: 5930.609375
	Iteration 20F: 3 clusters Score -1.857932e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18579348.000000 Penalty: 5930.609375
	Iteration 21Q: 3 clusters Score -1.857935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -18579362.000000 Penalty: 5930.609375
	Iteration 22Q: 3 clusters Score -1.857936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -18579372.000000 Penalty: 5930.609375
	Iteration 23Q: 3 clusters Score -1.857937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18579378.000000 Penalty: 5930.609375
	Iteration 24Q: 3 clusters Score -1.857938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18579388.000000 Penalty: 5930.609375
	Iteration 25Q: 3 clusters Score -1.857939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18579398.000000 Penalty: 5930.609375
	Iteration 26Q: 3 clusters Score -1.85794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155265 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18579410.000000 Penalty: 5930.609375
	Iteration 27Q: 3 clusters Score -1.857941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -18579400.000000 Penalty: 5930.609375
	Iteration 28Q: 3 clusters Score -1.85794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18579402.000000 Penalty: 5930.609375
	Iteration 29Q: 3 clusters Score -1.85794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18579406.000000 Penalty: 5930.609375
	Iteration 30Q: 3 clusters Score -1.857941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18579406.000000 Penalty: 5930.609375
	Iteration 31F: 3 clusters Score -1.857941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -957176.000000 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -957176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -950689.062500 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -950689.1 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -952527.875000 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -952527.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -952806.000000 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -952806 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -952976.562500 Penalty: 4473.032227
	Iteration 3Q: 3 clusters Score -952976.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -953123.250000 Penalty: 4473.032227
	Iteration 4Q: 3 clusters Score -953123.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -953231.187500 Penalty: 4473.032227
	Iteration 5Q: 3 clusters Score -953231.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -953325.625000 Penalty: 4473.032227
	Iteration 6Q: 3 clusters Score -953325.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -953404.312500 Penalty: 4473.032227
	Iteration 7Q: 3 clusters Score -953404.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -953479.000000 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -953479 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -953545.937500 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -953545.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -953614.562500 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -953614.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -953679.062500 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -953679.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -953749.625000 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -953749.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -953833.437500 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -953833.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -953927.937500 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -953927.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -954030.875000 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -954030.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -954147.625000 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -954147.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -954240.562500 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -954240.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -954344.437500 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -954344.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -954436.750000 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -954436.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -954514.187500 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -954514.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -954570.187500 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -954570.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -954624.000000 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -954624 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -954661.937500 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -954661.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -954689.000000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -954689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -954716.625000 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -954716.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -954737.437500 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -954737.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -954753.562500 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -954753.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -954768.375000 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -954768.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -954780.937500 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -954780.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -954787.125000 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -954787.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -954797.937500 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -954797.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -954805.250000 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -954805.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -954814.250000 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -954814.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -954828.625000 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -954828.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -954838.937500 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -954838.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -954853.062500 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -954853.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -954872.937500 Penalty: 4473.032227
	Iteration 37Q: 3 clusters Score -954872.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -954878.562500 Penalty: 4473.032227
	Iteration 38Q: 3 clusters Score -954878.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -954892.062500 Penalty: 4473.032227
	Iteration 39Q: 3 clusters Score -954892.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -954902.687500 Penalty: 4473.032227
	Iteration 40F: 3 clusters Score -954902.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -954909.937500 Penalty: 4473.032227
	Iteration 41Q: 3 clusters Score -954909.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -954912.812500 Penalty: 4473.032227
	Iteration 42Q: 3 clusters Score -954912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -954918.000000 Penalty: 4473.032227
	Iteration 43Q: 3 clusters Score -954918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -954922.812500 Penalty: 4473.032227
	Iteration 44Q: 3 clusters Score -954922.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -954932.375000 Penalty: 4473.032227
	Iteration 45Q: 3 clusters Score -954932.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -954936.937500 Penalty: 4473.032227
	Iteration 46Q: 3 clusters Score -954936.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -954945.312500 Penalty: 4473.032227
	Iteration 47Q: 3 clusters Score -954945.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -954953.000000 Penalty: 4473.032227
	Iteration 48Q: 3 clusters Score -954953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -954958.562500 Penalty: 4473.032227
	Iteration 49Q: 3 clusters Score -954958.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -954967.187500 Penalty: 4473.032227
	Iteration 50Q: 3 clusters Score -954967.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -954974.437500 Penalty: 4473.032227
	Iteration 51Q: 3 clusters Score -954974.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -954983.375000 Penalty: 4473.032227
	Iteration 52Q: 3 clusters Score -954983.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -954993.312500 Penalty: 4473.032227
	Iteration 53Q: 3 clusters Score -954993.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -954995.500000 Penalty: 4473.032227
	Iteration 54Q: 3 clusters Score -954995.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -955007.625000 Penalty: 4473.032227
	Iteration 55Q: 3 clusters Score -955007.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -955014.062500 Penalty: 4473.032227
	Iteration 56Q: 3 clusters Score -955014.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -955023.125000 Penalty: 4473.032227
	Iteration 57Q: 3 clusters Score -955023.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -955030.500000 Penalty: 4473.032227
	Iteration 58Q: 3 clusters Score -955030.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -955037.437500 Penalty: 4473.032227
	Iteration 59Q: 3 clusters Score -955037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -955049.062500 Penalty: 4473.032227
	Iteration 60F: 3 clusters Score -955049.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -955057.312500 Penalty: 4473.032227
	Iteration 61Q: 3 clusters Score -955057.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -955068.187500 Penalty: 4473.032227
	Iteration 62Q: 3 clusters Score -955068.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -955078.812500 Penalty: 4473.032227
	Iteration 63Q: 3 clusters Score -955078.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -955089.000000 Penalty: 4473.032227
	Iteration 64Q: 3 clusters Score -955089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -955100.062500 Penalty: 4473.032227
	Iteration 65Q: 3 clusters Score -955100.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -955105.187500 Penalty: 4473.032227
	Iteration 66Q: 3 clusters Score -955105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -955110.875000 Penalty: 4473.032227
	Iteration 67Q: 3 clusters Score -955110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -955114.437500 Penalty: 4473.032227
	Iteration 68Q: 3 clusters Score -955114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -955117.125000 Penalty: 4473.032227
	Iteration 69Q: 3 clusters Score -955117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -955119.687500 Penalty: 4473.032227
	Iteration 70Q: 3 clusters Score -955119.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -955122.312500 Penalty: 4473.032227
	Iteration 71Q: 3 clusters Score -955122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -955124.062500 Penalty: 4473.032227
	Iteration 72Q: 3 clusters Score -955124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -955125.312500 Penalty: 4473.032227
	Iteration 73Q: 3 clusters Score -955125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -955127.562500 Penalty: 4473.032227
	Iteration 74Q: 3 clusters Score -955127.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -955129.750000 Penalty: 4473.032227
	Iteration 75Q: 3 clusters Score -955129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -955133.812500 Penalty: 4473.032227
	Iteration 76Q: 3 clusters Score -955133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -955133.375000 Penalty: 4473.032227
	Iteration 77Q: 3 clusters Score -955133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -955131.937500 Penalty: 4473.032227
	Iteration 78Q: 3 clusters Score -955131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -955132.062500 Penalty: 4473.032227
	Iteration 79Q: 3 clusters Score -955132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -955136.125000 Penalty: 4473.032227
	Iteration 80F: 3 clusters Score -955136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -955136.437500 Penalty: 4473.032227
	Iteration 81Q: 3 clusters Score -955136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -955135.750000 Penalty: 4473.032227
	Iteration 82Q: 3 clusters Score -955135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -955136.562500 Penalty: 4473.032227
	Iteration 83Q: 3 clusters Score -955136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -955136.562500 Penalty: 4473.032227
	Iteration 84F: 3 clusters Score -955136.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Entering Unmasked Estep 
Score: -5405381.000000 Penalty: 2662.523926
	Iteration 0F: 2 clusters Score -5405381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5374381.500000 Penalty: 5325.047852
	Iteration 0F: 3 clusters Score -5374382 nChanged 21104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5386238.500000 Penalty: 5325.047852
	Iteration 1F: 3 clusters Score -5386238 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5386946.500000 Penalty: 5325.047852
	Iteration 2Q: 3 clusters Score -5386946 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5387723.500000 Penalty: 5325.047852
	Iteration 3Q: 3 clusters Score -5387724 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -5388681.500000 Penalty: 5325.047852
	Iteration 4Q: 3 clusters Score -5388682 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5389816.000000 Penalty: 5325.047852
	Iteration 5F: 3 clusters Score -5389816 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5391111.500000 Penalty: 5325.047852
	Iteration 6F: 3 clusters Score -5391112 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5392497.500000 Penalty: 5325.047852
	Iteration 7F: 3 clusters Score -5392498 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5393760.000000 Penalty: 5325.047852
	Iteration 8F: 3 clusters Score -5393760 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -5394808.000000 Penalty: 5325.047852
	Iteration 9Q: 3 clusters Score -5394808 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -5395656.500000 Penalty: 5325.047852
	Iteration 10Q: 3 clusters Score -5395656 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5396461.000000 Penalty: 5325.047852
	Iteration 11Q: 3 clusters Score -5396461 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5397348.500000 Penalty: 5325.047852
	Iteration 12Q: 3 clusters Score -5397348 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5398274.000000 Penalty: 5325.047852
	Iteration 13Q: 3 clusters Score -5398274 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5399013.500000 Penalty: 5325.047852
	Iteration 14Q: 3 clusters Score -5399014 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -5399535.000000 Penalty: 5325.047852
	Iteration 15Q: 3 clusters Score -5399535 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -5399886.000000 Penalty: 5325.047852
	Iteration 16Q: 3 clusters Score -5399886 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5400171.000000 Penalty: 5325.047852
	Iteration 17Q: 3 clusters Score -5400171 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -5400359.000000 Penalty: 5325.047852
	Iteration 18Q: 3 clusters Score -5400359 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -5400541.000000 Penalty: 5325.047852
	Iteration 19Q: 3 clusters Score -5400541 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5400671.000000 Penalty: 5325.047852
	Iteration 20F: 3 clusters Score -5400671 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -5400806.000000 Penalty: 5325.047852
	Iteration 21Q: 3 clusters Score -5400806 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -5400934.500000 Penalty: 5325.047852
	Iteration 22Q: 3 clusters Score -5400934 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -5401039.000000 Penalty: 5325.047852
	Iteration 23Q: 3 clusters Score -5401039 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -5401127.000000 Penalty: 5325.047852
	Iteration 24Q: 3 clusters Score -5401127 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5401240.000000 Penalty: 5325.047852
	Iteration 25Q: 3 clusters Score -5401240 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -5401321.000000 Penalty: 5325.047852
	Iteration 26Q: 3 clusters Score -5401321 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -5401417.500000 Penalty: 5325.047852
	Iteration 27Q: 3 clusters Score -5401418 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5401499.500000 Penalty: 5325.047852
	Iteration 28Q: 3 clusters Score -5401500 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5401576.500000 Penalty: 5325.047852
	Iteration 29Q: 3 clusters Score -5401576 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -5401625.500000 Penalty: 5325.047852
	Iteration 30Q: 3 clusters Score -5401626 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5401655.500000 Penalty: 5325.047852
	Iteration 31Q: 3 clusters Score -5401656 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5401693.500000 Penalty: 5325.047852
	Iteration 32Q: 3 clusters Score -5401694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5401750.000000 Penalty: 5325.047852
	Iteration 33Q: 3 clusters Score -5401750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5401797.500000 Penalty: 5325.047852
	Iteration 34Q: 3 clusters Score -5401798 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5401825.500000 Penalty: 5325.047852
	Iteration 35Q: 3 clusters Score -5401826 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5401860.500000 Penalty: 5325.047852
	Iteration 36Q: 3 clusters Score -5401860 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5401922.000000 Penalty: 5325.047852
	Iteration 37Q: 3 clusters Score -5401922 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5401958.000000 Penalty: 5325.047852
	Iteration 38Q: 3 clusters Score -5401958 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -5402002.500000 Penalty: 5325.047852
	Iteration 39Q: 3 clusters Score -5402002 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5402060.000000 Penalty: 5325.047852
	Iteration 40F: 3 clusters Score -5402060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5402100.000000 Penalty: 5325.047852
	Iteration 41Q: 3 clusters Score -5402100 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5402130.000000 Penalty: 5325.047852
	Iteration 42Q: 3 clusters Score -5402130 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5402183.000000 Penalty: 5325.047852
	Iteration 43Q: 3 clusters Score -5402183 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5402203.500000 Penalty: 5325.047852
	Iteration 44Q: 3 clusters Score -5402204 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5402233.500000 Penalty: 5325.047852
	Iteration 45Q: 3 clusters Score -5402234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5402271.000000 Penalty: 5325.047852
	Iteration 46Q: 3 clusters Score -5402271 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5402302.000000 Penalty: 5325.047852
	Iteration 47Q: 3 clusters Score -5402302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5402344.000000 Penalty: 5325.047852
	Iteration 48Q: 3 clusters Score -5402344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -5402373.500000 Penalty: 5325.047852
	Iteration 49Q: 3 clusters Score -5402374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -5402407.500000 Penalty: 5325.047852
	Iteration 50Q: 3 clusters Score -5402408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5402453.500000 Penalty: 5325.047852
	Iteration 51Q: 3 clusters Score -5402454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5402484.500000 Penalty: 5325.047852
	Iteration 52Q: 3 clusters Score -5402484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5402497.000000 Penalty: 5325.047852
	Iteration 53Q: 3 clusters Score -5402497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5402521.000000 Penalty: 5325.047852
	Iteration 54Q: 3 clusters Score -5402521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5402535.000000 Penalty: 5325.047852
	Iteration 55Q: 3 clusters Score -5402535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5402561.500000 Penalty: 5325.047852
	Iteration 56Q: 3 clusters Score -5402562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5402581.000000 Penalty: 5325.047852
	Iteration 57Q: 3 clusters Score -5402581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -5402588.500000 Penalty: 5325.047852
	Iteration 58Q: 3 clusters Score -5402588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5402602.000000 Penalty: 5325.047852
	Iteration 59Q: 3 clusters Score -5402602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5402611.500000 Penalty: 5325.047852
	Iteration 60F: 3 clusters Score -5402612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -5402626.000000 Penalty: 5325.047852
	Iteration 61Q: 3 clusters Score -5402626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -5402638.500000 Penalty: 5325.047852
	Iteration 62Q: 3 clusters Score -5402638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -5402655.500000 Penalty: 5325.047852
	Iteration 63Q: 3 clusters Score -5402656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5402667.000000 Penalty: 5325.047852
	Iteration 64Q: 3 clusters Score -5402667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -5402672.500000 Penalty: 5325.047852
	Iteration 65Q: 3 clusters Score -5402672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5402702.000000 Penalty: 5325.047852
	Iteration 66Q: 3 clusters Score -5402702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5402707.500000 Penalty: 5325.047852
	Iteration 67Q: 3 clusters Score -5402708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5402720.500000 Penalty: 5325.047852
	Iteration 68Q: 3 clusters Score -5402720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5402736.000000 Penalty: 5325.047852
	Iteration 69Q: 3 clusters Score -5402736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5402748.500000 Penalty: 5325.047852
	Iteration 70Q: 3 clusters Score -5402748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -5402744.500000 Penalty: 5325.047852
	Iteration 71Q: 3 clusters Score -5402744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5402763.500000 Penalty: 5325.047852
	Iteration 72Q: 3 clusters Score -5402764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5402786.000000 Penalty: 5325.047852
	Iteration 73Q: 3 clusters Score -5402786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5402782.500000 Penalty: 5325.047852
	Iteration 74Q: 3 clusters Score -5402782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -5402806.000000 Penalty: 5325.047852
	Iteration 75Q: 3 clusters Score -5402806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -5402822.500000 Penalty: 5325.047852
	Iteration 76Q: 3 clusters Score -5402822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5402838.000000 Penalty: 5325.047852
	Iteration 77Q: 3 clusters Score -5402838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5402851.500000 Penalty: 5325.047852
	Iteration 78Q: 3 clusters Score -5402852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -5402872.500000 Penalty: 5325.047852
	Iteration 79Q: 3 clusters Score -5402872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -5402891.500000 Penalty: 5325.047852
	Iteration 80F: 3 clusters Score -5402892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -5402903.500000 Penalty: 5325.047852
	Iteration 81Q: 3 clusters Score -5402904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -5402916.000000 Penalty: 5325.047852
	Iteration 82Q: 3 clusters Score -5402916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -5402924.500000 Penalty: 5325.047852
	Iteration 83Q: 3 clusters Score -5402924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -5402937.000000 Penalty: 5325.047852
	Iteration 84Q: 3 clusters Score -5402937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5402953.000000 Penalty: 5325.047852
	Iteration 85Q: 3 clusters Score -5402953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5402958.000000 Penalty: 5325.047852
	Iteration 86Q: 3 clusters Score -5402958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5402969.500000 Penalty: 5325.047852
	Iteration 87Q: 3 clusters Score -5402970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5402987.000000 Penalty: 5325.047852
	Iteration 88Q: 3 clusters Score -5402987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5402999.500000 Penalty: 5325.047852
	Iteration 89Q: 3 clusters Score -5403000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -5402997.000000 Penalty: 5325.047852
	Iteration 90Q: 3 clusters Score -5402997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5403009.000000 Penalty: 5325.047852
	Iteration 91Q: 3 clusters Score -5403009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -5403006.000000 Penalty: 5325.047852
	Iteration 92Q: 3 clusters Score -5403006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -5403015.000000 Penalty: 5325.047852
	Iteration 93Q: 3 clusters Score -5403015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -5403020.500000 Penalty: 5325.047852
	Iteration 94Q: 3 clusters Score -5403020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5403017.000000 Penalty: 5325.047852
	Iteration 95Q: 3 clusters Score -5403017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5403019.500000 Penalty: 5325.047852
	Iteration 96Q: 3 clusters Score -5403020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -5403026.000000 Penalty: 5325.047852
	Iteration 97Q: 3 clusters Score -5403026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5403035.000000 Penalty: 5325.047852
	Iteration 98Q: 3 clusters Score -5403035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -5403037.500000 Penalty: 5325.047852
	Iteration 99Q: 3 clusters Score -5403038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -5403034.000000 Penalty: 5325.047852
	Iteration 100F: 3 clusters Score -5403034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -5403037.000000 Penalty: 5325.047852
	Iteration 101Q: 3 clusters Score -5403037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -5403035.500000 Penalty: 5325.047852
	Iteration 102Q: 3 clusters Score -5403036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -5403039.000000 Penalty: 5325.047852
	Iteration 103Q: 3 clusters Score -5403039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -5403039.500000 Penalty: 5325.047852
	Iteration 104Q: 3 clusters Score -5403040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -5403044.000000 Penalty: 5325.047852
	Iteration 105Q: 3 clusters Score -5403044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -5403038.000000 Penalty: 5325.047852
	Iteration 106Q: 3 clusters Score -5403038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -5403039.500000 Penalty: 5325.047852
	Iteration 107Q: 3 clusters Score -5403040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -5403030.500000 Penalty: 5325.047852
	Iteration 108Q: 3 clusters Score -5403030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -5403035.000000 Penalty: 5325.047852
	Iteration 109Q: 3 clusters Score -5403035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -5403034.000000 Penalty: 5325.047852
	Iteration 110Q: 3 clusters Score -5403034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -5403036.500000 Penalty: 5325.047852
	Iteration 111Q: 3 clusters Score -5403036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -5403039.000000 Penalty: 5325.047852
	Iteration 112Q: 3 clusters Score -5403039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5403042.500000 Penalty: 5325.047852
	Iteration 113Q: 3 clusters Score -5403042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5403041.000000 Penalty: 5325.047852
	Iteration 114Q: 3 clusters Score -5403041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5403041.000000 Penalty: 5325.047852
	Iteration 115F: 3 clusters Score -5403041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -42299.949219 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -42299.95 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 205 members 
Entering Unmasked Estep 
Score: -40959.386719 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -40959.39 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41274.191406 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -41274.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41456.464844 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -41456.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41632.656250 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -41632.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41825.472656 Penalty: 3024.645020
	Iteration 4F: 3 clusters Score -41825.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42060.816406 Penalty: 3024.645020
	Iteration 5F: 3 clusters Score -42060.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42288.398438 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -42288.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42479.421875 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -42479.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42699.476562 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -42699.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42796.386719 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -42796.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42851.273438 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -42851.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42878.277344 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -42878.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42894.980469 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -42894.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42909.203125 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -42909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42916.792969 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -42916.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42925.292969 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -42925.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42936.378906 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -42936.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42950.640625 Penalty: 3024.645020
	Iteration 17Q: 3 clusters Score -42950.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42958.386719 Penalty: 3024.645020
	Iteration 18Q: 3 clusters Score -42958.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42968.171875 Penalty: 3024.645020
	Iteration 19Q: 3 clusters Score -42968.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42995.101562 Penalty: 3024.645020
	Iteration 20F: 3 clusters Score -42995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43045.828125 Penalty: 3024.645020
	Iteration 21Q: 3 clusters Score -43045.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43045.828125 Penalty: 3024.645020
	Iteration 22F: 3 clusters Score -43045.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 20913 members 
Mstep: Class 3 contains 172269 members 
Mstep: Class 4 contains 155885 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 45981 members 
Mstep: Class 7 contains 118 members 
Mstep: Class 8 contains 160958 members 
Mstep: Class 9 contains 118825 members 
Mstep: Class 10 contains 88277 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 79884 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 48065 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 61608 members 
Mstep: Class 18 contains 82256 members 
Mstep: Class 19 contains 231876 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 21226 members 
Mstep: Class 22 contains 24670 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 26773 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 9993 members 
Mstep: Class 30 contains 10615 members 
Mstep: Class 31 contains 10129 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109801 members 
Mstep: Class 34 contains 18909 members 
Mstep: Class 35 contains 9152 members 
Mstep: Class 36 contains 1343 members 
Mstep: Class 37 contains 327 members 
Entering Unmasked Estep 
Score: -205587952.000000 Penalty: 132088.375000
Splitting cluster 7 changes total score from -205589344.000000 to -205587952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (160958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Entering Unmasked Estep 
Score: -19307440.000000 Penalty: 2973.246826
	Iteration 0F: 2 clusters Score -1.930744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -19201188.000000 Penalty: 5946.493652
	Iteration 0F: 3 clusters Score -1.920119e+07 nChanged 77010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -19245710.000000 Penalty: 5946.493652
	Iteration 1F: 3 clusters Score -1.924571e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -19247094.000000 Penalty: 5946.493652
	Iteration 2Q: 3 clusters Score -1.924709e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -19248766.000000 Penalty: 5946.493652
	Iteration 3Q: 3 clusters Score -1.924877e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -19251194.000000 Penalty: 5946.493652
	Iteration 4Q: 3 clusters Score -1.925119e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -19254854.000000 Penalty: 5946.493652
	Iteration 5F: 3 clusters Score -1.925485e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -19259994.000000 Penalty: 5946.493652
	Iteration 6F: 3 clusters Score -1.925999e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -19266632.000000 Penalty: 5946.493652
	Iteration 7F: 3 clusters Score -1.926663e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123832 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -19274668.000000 Penalty: 5946.493652
	Iteration 8F: 3 clusters Score -1.927467e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134811 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -19283432.000000 Penalty: 5946.493652
	Iteration 9F: 3 clusters Score -1.928343e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -19291578.000000 Penalty: 5946.493652
	Iteration 10F: 3 clusters Score -1.929158e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -19297922.000000 Penalty: 5946.493652
	Iteration 11Q: 3 clusters Score -1.929792e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156621 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -19301486.000000 Penalty: 5946.493652
	Iteration 12Q: 3 clusters Score -1.930149e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159003 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -19303356.000000 Penalty: 5946.493652
	Iteration 13Q: 3 clusters Score -1.930336e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19304180.000000 Penalty: 5946.493652
	Iteration 14Q: 3 clusters Score -1.930418e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160351 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -19304518.000000 Penalty: 5946.493652
	Iteration 15Q: 3 clusters Score -1.930452e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160474 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19304670.000000 Penalty: 5946.493652
	Iteration 16Q: 3 clusters Score -1.930467e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19304732.000000 Penalty: 5946.493652
	Iteration 17Q: 3 clusters Score -1.930473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160548 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19304766.000000 Penalty: 5946.493652
	Iteration 18Q: 3 clusters Score -1.930477e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160569 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19304780.000000 Penalty: 5946.493652
	Iteration 19Q: 3 clusters Score -1.930478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160579 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19304804.000000 Penalty: 5946.493652
	Iteration 20F: 3 clusters Score -1.93048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19304804.000000 Penalty: 5946.493652
	Iteration 21Q: 3 clusters Score -1.93048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160589 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19304808.000000 Penalty: 5946.493652
	Iteration 22Q: 3 clusters Score -1.930481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160593 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -19304824.000000 Penalty: 5946.493652
	Iteration 23Q: 3 clusters Score -1.930482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19304840.000000 Penalty: 5946.493652
	Iteration 24Q: 3 clusters Score -1.930484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160601 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19304870.000000 Penalty: 5946.493652
	Iteration 25Q: 3 clusters Score -1.930487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160606 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19304876.000000 Penalty: 5946.493652
	Iteration 26Q: 3 clusters Score -1.930488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19304882.000000 Penalty: 5946.493652
	Iteration 27Q: 3 clusters Score -1.930488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160611 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19304882.000000 Penalty: 5946.493652
	Iteration 28Q: 3 clusters Score -1.930488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19304902.000000 Penalty: 5946.493652
	Iteration 29Q: 3 clusters Score -1.93049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160619 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19304904.000000 Penalty: 5946.493652
	Iteration 30Q: 3 clusters Score -1.93049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19304900.000000 Penalty: 5946.493652
	Iteration 31Q: 3 clusters Score -1.93049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160622 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19304898.000000 Penalty: 5946.493652
	Iteration 32Q: 3 clusters Score -1.93049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19304898.000000 Penalty: 5946.493652
	Iteration 33Q: 3 clusters Score -1.93049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160622 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19304910.000000 Penalty: 5946.493652
	Iteration 34Q: 3 clusters Score -1.930491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19304890.000000 Penalty: 5946.493652
	Iteration 35Q: 3 clusters Score -1.930489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19304890.000000 Penalty: 5946.493652
	Iteration 36F: 3 clusters Score -1.930489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118825 members 
Entering Unmasked Estep 
Score: -14199258.000000 Penalty: 2897.980957
	Iteration 0F: 2 clusters Score -1.419926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -14119944.000000 Penalty: 5795.961914
	Iteration 0F: 3 clusters Score -1.411994e+07 nChanged 56189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -14152600.000000 Penalty: 5795.961914
	Iteration 1F: 3 clusters Score -1.41526e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -14153618.000000 Penalty: 5795.961914
	Iteration 2Q: 3 clusters Score -1.415362e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -14155010.000000 Penalty: 5795.961914
	Iteration 3Q: 3 clusters Score -1.415501e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -14156812.000000 Penalty: 5795.961914
	Iteration 4Q: 3 clusters Score -1.415681e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -14159568.000000 Penalty: 5795.961914
	Iteration 5Q: 3 clusters Score -1.415957e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -14163583.000000 Penalty: 5795.961914
	Iteration 6F: 3 clusters Score -1.416358e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -14168955.000000 Penalty: 5795.961914
	Iteration 7F: 3 clusters Score -1.416896e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -14175795.000000 Penalty: 5795.961914
	Iteration 8F: 3 clusters Score -1.41758e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -14182746.000000 Penalty: 5795.961914
	Iteration 9F: 3 clusters Score -1.418275e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -14188508.000000 Penalty: 5795.961914
	Iteration 10F: 3 clusters Score -1.418851e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -14192342.000000 Penalty: 5795.961914
	Iteration 11Q: 3 clusters Score -1.419234e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -14194618.000000 Penalty: 5795.961914
	Iteration 12Q: 3 clusters Score -1.419462e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -14195618.000000 Penalty: 5795.961914
	Iteration 13Q: 3 clusters Score -1.419562e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116918 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -14196156.000000 Penalty: 5795.961914
	Iteration 14Q: 3 clusters Score -1.419616e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117347 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14196482.000000 Penalty: 5795.961914
	Iteration 15Q: 3 clusters Score -1.419648e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117613 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -14196645.000000 Penalty: 5795.961914
	Iteration 16Q: 3 clusters Score -1.419664e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14196786.000000 Penalty: 5795.961914
	Iteration 17Q: 3 clusters Score -1.419679e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -14196865.000000 Penalty: 5795.961914
	Iteration 18Q: 3 clusters Score -1.419686e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14196915.000000 Penalty: 5795.961914
	Iteration 19Q: 3 clusters Score -1.419692e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117946 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -14196955.000000 Penalty: 5795.961914
	Iteration 20F: 3 clusters Score -1.419696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117972 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14196966.000000 Penalty: 5795.961914
	Iteration 21Q: 3 clusters Score -1.419697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14196994.000000 Penalty: 5795.961914
	Iteration 22Q: 3 clusters Score -1.419699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14197005.000000 Penalty: 5795.961914
	Iteration 23Q: 3 clusters Score -1.4197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118027 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14197015.000000 Penalty: 5795.961914
	Iteration 24Q: 3 clusters Score -1.419702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14197019.000000 Penalty: 5795.961914
	Iteration 25Q: 3 clusters Score -1.419702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118046 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14197026.000000 Penalty: 5795.961914
	Iteration 26Q: 3 clusters Score -1.419703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14197024.000000 Penalty: 5795.961914
	Iteration 27Q: 3 clusters Score -1.419702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14197025.000000 Penalty: 5795.961914
	Iteration 28Q: 3 clusters Score -1.419702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14197025.000000 Penalty: 5795.961914
	Iteration 29F: 3 clusters Score -1.419702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (88277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Entering Unmasked Estep 
Score: -10532957.000000 Penalty: 2824.282227
	Iteration 0F: 2 clusters Score -1.053296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -10473669.000000 Penalty: 5648.564453
	Iteration 0F: 3 clusters Score -1.047367e+07 nChanged 41678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -10497639.000000 Penalty: 5648.564453
	Iteration 1F: 3 clusters Score -1.049764e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -10498516.000000 Penalty: 5648.564453
	Iteration 2Q: 3 clusters Score -1.049852e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -10499657.000000 Penalty: 5648.564453
	Iteration 3Q: 3 clusters Score -1.049966e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -10501175.000000 Penalty: 5648.564453
	Iteration 4Q: 3 clusters Score -1.050118e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -10503470.000000 Penalty: 5648.564453
	Iteration 5F: 3 clusters Score -1.050347e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -10506813.000000 Penalty: 5648.564453
	Iteration 6F: 3 clusters Score -1.050681e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -10511153.000000 Penalty: 5648.564453
	Iteration 7F: 3 clusters Score -1.051115e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -10516241.000000 Penalty: 5648.564453
	Iteration 8F: 3 clusters Score -1.051624e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -10520507.000000 Penalty: 5648.564453
	Iteration 9F: 3 clusters Score -1.052051e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -10523135.000000 Penalty: 5648.564453
	Iteration 10Q: 3 clusters Score -1.052314e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -10524635.000000 Penalty: 5648.564453
	Iteration 11Q: 3 clusters Score -1.052464e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -10525602.000000 Penalty: 5648.564453
	Iteration 12Q: 3 clusters Score -1.05256e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -10526477.000000 Penalty: 5648.564453
	Iteration 13Q: 3 clusters Score -1.052648e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -10527069.000000 Penalty: 5648.564453
	Iteration 14Q: 3 clusters Score -1.052707e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -10527574.000000 Penalty: 5648.564453
	Iteration 15Q: 3 clusters Score -1.052757e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -10528050.000000 Penalty: 5648.564453
	Iteration 16Q: 3 clusters Score -1.052805e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -10528482.000000 Penalty: 5648.564453
	Iteration 17Q: 3 clusters Score -1.052848e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -10528790.000000 Penalty: 5648.564453
	Iteration 18Q: 3 clusters Score -1.052879e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -10528989.000000 Penalty: 5648.564453
	Iteration 19Q: 3 clusters Score -1.052899e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -10529202.000000 Penalty: 5648.564453
	Iteration 20F: 3 clusters Score -1.05292e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -10529366.000000 Penalty: 5648.564453
	Iteration 21Q: 3 clusters Score -1.052937e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -10529543.000000 Penalty: 5648.564453
	Iteration 22Q: 3 clusters Score -1.052954e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -10529686.000000 Penalty: 5648.564453
	Iteration 23Q: 3 clusters Score -1.052969e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -10529816.000000 Penalty: 5648.564453
	Iteration 24Q: 3 clusters Score -1.052982e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -10529982.000000 Penalty: 5648.564453
	Iteration 25Q: 3 clusters Score -1.052998e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -10530024.000000 Penalty: 5648.564453
	Iteration 26Q: 3 clusters Score -1.053002e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -10530121.000000 Penalty: 5648.564453
	Iteration 27Q: 3 clusters Score -1.053012e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -10530204.000000 Penalty: 5648.564453
	Iteration 28Q: 3 clusters Score -1.05302e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10530258.000000 Penalty: 5648.564453
	Iteration 29Q: 3 clusters Score -1.053026e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10530292.000000 Penalty: 5648.564453
	Iteration 30Q: 3 clusters Score -1.053029e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -10530316.000000 Penalty: 5648.564453
	Iteration 31Q: 3 clusters Score -1.053032e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -10530367.000000 Penalty: 5648.564453
	Iteration 32Q: 3 clusters Score -1.053037e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -10530395.000000 Penalty: 5648.564453
	Iteration 33Q: 3 clusters Score -1.05304e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -10530471.000000 Penalty: 5648.564453
	Iteration 34Q: 3 clusters Score -1.053047e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -10530507.000000 Penalty: 5648.564453
	Iteration 35Q: 3 clusters Score -1.053051e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10530543.000000 Penalty: 5648.564453
	Iteration 36Q: 3 clusters Score -1.053054e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10530593.000000 Penalty: 5648.564453
	Iteration 37Q: 3 clusters Score -1.053059e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10530627.000000 Penalty: 5648.564453
	Iteration 38Q: 3 clusters Score -1.053063e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10530636.000000 Penalty: 5648.564453
	Iteration 39Q: 3 clusters Score -1.053064e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10530703.000000 Penalty: 5648.564453
	Iteration 40F: 3 clusters Score -1.05307e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10530716.000000 Penalty: 5648.564453
	Iteration 41Q: 3 clusters Score -1.053072e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10530721.000000 Penalty: 5648.564453
	Iteration 42Q: 3 clusters Score -1.053072e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10530739.000000 Penalty: 5648.564453
	Iteration 43Q: 3 clusters Score -1.053074e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10530738.000000 Penalty: 5648.564453
	Iteration 44Q: 3 clusters Score -1.053074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10530770.000000 Penalty: 5648.564453
	Iteration 45Q: 3 clusters Score -1.053077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10530794.000000 Penalty: 5648.564453
	Iteration 46Q: 3 clusters Score -1.053079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10530816.000000 Penalty: 5648.564453
	Iteration 47Q: 3 clusters Score -1.053082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10530809.000000 Penalty: 5648.564453
	Iteration 48Q: 3 clusters Score -1.053081e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10530820.000000 Penalty: 5648.564453
	Iteration 49Q: 3 clusters Score -1.053082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10530840.000000 Penalty: 5648.564453
	Iteration 50Q: 3 clusters Score -1.053084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10530837.000000 Penalty: 5648.564453
	Iteration 51Q: 3 clusters Score -1.053084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -10530836.000000 Penalty: 5648.564453
	Iteration 52Q: 3 clusters Score -1.053084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10530852.000000 Penalty: 5648.564453
	Iteration 53Q: 3 clusters Score -1.053085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10530851.000000 Penalty: 5648.564453
	Iteration 54Q: 3 clusters Score -1.053085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10530859.000000 Penalty: 5648.564453
	Iteration 55Q: 3 clusters Score -1.053086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10530851.000000 Penalty: 5648.564453
	Iteration 56Q: 3 clusters Score -1.053085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -10530857.000000 Penalty: 5648.564453
	Iteration 57Q: 3 clusters Score -1.053086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10530863.000000 Penalty: 5648.564453
	Iteration 58Q: 3 clusters Score -1.053086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10530863.000000 Penalty: 5648.564453
	Iteration 59Q: 3 clusters Score -1.053086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10530867.000000 Penalty: 5648.564453
	Iteration 60F: 3 clusters Score -1.053087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10530864.000000 Penalty: 5648.564453
	Iteration 61Q: 3 clusters Score -1.053086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10530876.000000 Penalty: 5648.564453
	Iteration 62Q: 3 clusters Score -1.053088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10530873.000000 Penalty: 5648.564453
	Iteration 63Q: 3 clusters Score -1.053087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -10530887.000000 Penalty: 5648.564453
	Iteration 64Q: 3 clusters Score -1.053089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10530880.000000 Penalty: 5648.564453
	Iteration 65Q: 3 clusters Score -1.053088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10530879.000000 Penalty: 5648.564453
	Iteration 66Q: 3 clusters Score -1.053088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10530870.000000 Penalty: 5648.564453
	Iteration 67Q: 3 clusters Score -1.053087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -10530860.000000 Penalty: 5648.564453
	Iteration 68Q: 3 clusters Score -1.053086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10530864.000000 Penalty: 5648.564453
	Iteration 69Q: 3 clusters Score -1.053086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10530870.000000 Penalty: 5648.564453
	Iteration 70Q: 3 clusters Score -1.053087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10530874.000000 Penalty: 5648.564453
	Iteration 71Q: 3 clusters Score -1.053087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -10530884.000000 Penalty: 5648.564453
	Iteration 72Q: 3 clusters Score -1.053088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10530881.000000 Penalty: 5648.564453
	Iteration 73Q: 3 clusters Score -1.053088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10530886.000000 Penalty: 5648.564453
	Iteration 74Q: 3 clusters Score -1.053089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10530883.000000 Penalty: 5648.564453
	Iteration 75Q: 3 clusters Score -1.053088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10530883.000000 Penalty: 5648.564453
	Iteration 76Q: 3 clusters Score -1.053088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10530885.000000 Penalty: 5648.564453
	Iteration 77Q: 3 clusters Score -1.053088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10530888.000000 Penalty: 5648.564453
	Iteration 78Q: 3 clusters Score -1.053089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10530888.000000 Penalty: 5648.564453
	Iteration 79F: 3 clusters Score -1.053089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1120349.250000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1120349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1112660.875000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1112661 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1114941.875000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1114942 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1115388.250000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1115388 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1115839.250000 Penalty: 4571.246582
	Iteration 3F: 3 clusters Score -1115839 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1116372.000000 Penalty: 4571.246582
	Iteration 4F: 3 clusters Score -1116372 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1116944.875000 Penalty: 4571.246582
	Iteration 5F: 3 clusters Score -1116945 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1117503.875000 Penalty: 4571.246582
	Iteration 6F: 3 clusters Score -1117504 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1118001.625000 Penalty: 4571.246582
	Iteration 7F: 3 clusters Score -1118002 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1118402.375000 Penalty: 4571.246582
	Iteration 8F: 3 clusters Score -1118402 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1118713.875000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -1118714 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1119014.875000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1119015 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1119289.500000 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1119290 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1119511.875000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1119512 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1119693.625000 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1119694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1119833.375000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1119833 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1119969.500000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1119970 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1120105.250000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1120105 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1120250.250000 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1120250 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1120406.000000 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1120406 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1120578.750000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1120579 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1120748.125000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1120748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1120909.125000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1120909 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1121026.875000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1121027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1121092.000000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1121092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1121129.250000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1121129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1121156.875000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1121157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1121177.375000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1121177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1121199.500000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1121200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1121210.375000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1121210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1121218.750000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1121219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1121222.250000 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1121222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1121229.000000 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -1121229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1121234.000000 Penalty: 4571.246582
	Iteration 32Q: 3 clusters Score -1121234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1121233.250000 Penalty: 4571.246582
	Iteration 33Q: 3 clusters Score -1121233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1121235.625000 Penalty: 4571.246582
	Iteration 34Q: 3 clusters Score -1121236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1121237.125000 Penalty: 4571.246582
	Iteration 35Q: 3 clusters Score -1121237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1121237.125000 Penalty: 4571.246582
	Iteration 36Q: 3 clusters Score -1121237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1121237.875000 Penalty: 4571.246582
	Iteration 37Q: 3 clusters Score -1121238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1121237.250000 Penalty: 4571.246582
	Iteration 38Q: 3 clusters Score -1121237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1121238.000000 Penalty: 4571.246582
	Iteration 39Q: 3 clusters Score -1121238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1121240.625000 Penalty: 4571.246582
	Iteration 40F: 3 clusters Score -1121241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1121239.875000 Penalty: 4571.246582
	Iteration 41Q: 3 clusters Score -1121240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1121240.875000 Penalty: 4571.246582
	Iteration 42Q: 3 clusters Score -1121241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1121242.625000 Penalty: 4571.246582
	Iteration 43Q: 3 clusters Score -1121243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1121243.750000 Penalty: 4571.246582
	Iteration 44Q: 3 clusters Score -1121244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1121246.500000 Penalty: 4571.246582
	Iteration 45Q: 3 clusters Score -1121246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1121246.125000 Penalty: 4571.246582
	Iteration 46Q: 3 clusters Score -1121246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1121246.125000 Penalty: 4571.246582
	Iteration 47Q: 3 clusters Score -1121246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1121245.625000 Penalty: 4571.246582
	Iteration 48Q: 3 clusters Score -1121246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1121245.625000 Penalty: 4571.246582
	Iteration 49F: 3 clusters Score -1121246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 20913 members 
Mstep: Class 3 contains 172269 members 
Mstep: Class 4 contains 155885 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 45981 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 160958 members 
Mstep: Class 9 contains 118825 members 
Mstep: Class 10 contains 88277 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 79884 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 48065 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 61608 members 
Mstep: Class 18 contains 82256 members 
Mstep: Class 19 contains 231876 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 21226 members 
Mstep: Class 22 contains 24670 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 26773 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 9993 members 
Mstep: Class 30 contains 10615 members 
Mstep: Class 31 contains 10129 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 109801 members 
Mstep: Class 34 contains 18909 members 
Mstep: Class 35 contains 9152 members 
Mstep: Class 36 contains 1343 members 
Mstep: Class 37 contains 1986 members 
Entering Unmasked Estep 
Score: -205588992.000000 Penalty: 132088.375000
Splitting cluster 11 changes total score from -205589344.000000 to -205588992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (79884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Entering Unmasked Estep 
Score: -9472179.000000 Penalty: 2799.506104
	Iteration 0F: 2 clusters Score -9472179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -9418752.000000 Penalty: 5599.012207
	Iteration 0F: 3 clusters Score -9418752 nChanged 37466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -9440435.000000 Penalty: 5599.012207
	Iteration 1F: 3 clusters Score -9440435 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -9441805.000000 Penalty: 5599.012207
	Iteration 2Q: 3 clusters Score -9441805 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -9443580.000000 Penalty: 5599.012207
	Iteration 3F: 3 clusters Score -9443580 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -9445978.000000 Penalty: 5599.012207
	Iteration 4F: 3 clusters Score -9445978 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -9448686.000000 Penalty: 5599.012207
	Iteration 5F: 3 clusters Score -9448686 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -9450998.000000 Penalty: 5599.012207
	Iteration 6F: 3 clusters Score -9450998 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -9452792.000000 Penalty: 5599.012207
	Iteration 7F: 3 clusters Score -9452792 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -9454051.000000 Penalty: 5599.012207
	Iteration 8Q: 3 clusters Score -9454051 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -9454935.000000 Penalty: 5599.012207
	Iteration 9Q: 3 clusters Score -9454935 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -9455714.000000 Penalty: 5599.012207
	Iteration 10Q: 3 clusters Score -9455714 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -9456430.000000 Penalty: 5599.012207
	Iteration 11Q: 3 clusters Score -9456430 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9457221.000000 Penalty: 5599.012207
	Iteration 12Q: 3 clusters Score -9457221 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -9458134.000000 Penalty: 5599.012207
	Iteration 13Q: 3 clusters Score -9458134 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -9459309.000000 Penalty: 5599.012207
	Iteration 14Q: 3 clusters Score -9459309 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -9460831.000000 Penalty: 5599.012207
	Iteration 15Q: 3 clusters Score -9460831 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -9462555.000000 Penalty: 5599.012207
	Iteration 16Q: 3 clusters Score -9462555 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -9464497.000000 Penalty: 5599.012207
	Iteration 17Q: 3 clusters Score -9464497 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -9466163.000000 Penalty: 5599.012207
	Iteration 18Q: 3 clusters Score -9466163 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -9467580.000000 Penalty: 5599.012207
	Iteration 19Q: 3 clusters Score -9467580 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9468545.000000 Penalty: 5599.012207
	Iteration 20F: 3 clusters Score -9468545 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9469070.000000 Penalty: 5599.012207
	Iteration 21Q: 3 clusters Score -9469070 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9469399.000000 Penalty: 5599.012207
	Iteration 22Q: 3 clusters Score -9469399 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9469591.000000 Penalty: 5599.012207
	Iteration 23Q: 3 clusters Score -9469591 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9469675.000000 Penalty: 5599.012207
	Iteration 24Q: 3 clusters Score -9469675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9469734.000000 Penalty: 5599.012207
	Iteration 25Q: 3 clusters Score -9469734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9469766.000000 Penalty: 5599.012207
	Iteration 26Q: 3 clusters Score -9469766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9469783.000000 Penalty: 5599.012207
	Iteration 27Q: 3 clusters Score -9469783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9469777.000000 Penalty: 5599.012207
	Iteration 28Q: 3 clusters Score -9469777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9469814.000000 Penalty: 5599.012207
	Iteration 29Q: 3 clusters Score -9469814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9469835.000000 Penalty: 5599.012207
	Iteration 30Q: 3 clusters Score -9469835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9469837.000000 Penalty: 5599.012207
	Iteration 31Q: 3 clusters Score -9469837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9469850.000000 Penalty: 5599.012207
	Iteration 32Q: 3 clusters Score -9469850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9469857.000000 Penalty: 5599.012207
	Iteration 33Q: 3 clusters Score -9469857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9469857.000000 Penalty: 5599.012207
	Iteration 34Q: 3 clusters Score -9469857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9469853.000000 Penalty: 5599.012207
	Iteration 35Q: 3 clusters Score -9469853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9469849.000000 Penalty: 5599.012207
	Iteration 36Q: 3 clusters Score -9469849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9469850.000000 Penalty: 5599.012207
	Iteration 37Q: 3 clusters Score -9469850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9469857.000000 Penalty: 5599.012207
	Iteration 38Q: 3 clusters Score -9469857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9469856.000000 Penalty: 5599.012207
	Iteration 39Q: 3 clusters Score -9469856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9469854.000000 Penalty: 5599.012207
	Iteration 40F: 3 clusters Score -9469854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9469869.000000 Penalty: 5599.012207
	Iteration 41Q: 3 clusters Score -9469869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9469863.000000 Penalty: 5599.012207
	Iteration 42Q: 3 clusters Score -9469863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9469878.000000 Penalty: 5599.012207
	Iteration 43Q: 3 clusters Score -9469878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9469886.000000 Penalty: 5599.012207
	Iteration 44Q: 3 clusters Score -9469886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9469896.000000 Penalty: 5599.012207
	Iteration 45Q: 3 clusters Score -9469896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9469909.000000 Penalty: 5599.012207
	Iteration 46Q: 3 clusters Score -9469909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9469913.000000 Penalty: 5599.012207
	Iteration 47Q: 3 clusters Score -9469913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9469920.000000 Penalty: 5599.012207
	Iteration 48Q: 3 clusters Score -9469920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9469922.000000 Penalty: 5599.012207
	Iteration 49Q: 3 clusters Score -9469922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9469920.000000 Penalty: 5599.012207
	Iteration 50Q: 3 clusters Score -9469920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9469922.000000 Penalty: 5599.012207
	Iteration 51Q: 3 clusters Score -9469922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9469922.000000 Penalty: 5599.012207
	Iteration 52F: 3 clusters Score -9469922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Entering Unmasked Estep 
Score: -3324054.500000 Penalty: 2547.467773
	Iteration 0F: 2 clusters Score -3324054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3304292.750000 Penalty: 5094.935547
	Iteration 0F: 3 clusters Score -3304293 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3311159.500000 Penalty: 5094.935547
	Iteration 1F: 3 clusters Score -3311160 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3311511.500000 Penalty: 5094.935547
	Iteration 2Q: 3 clusters Score -3311512 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3311864.250000 Penalty: 5094.935547
	Iteration 3Q: 3 clusters Score -3311864 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3312185.750000 Penalty: 5094.935547
	Iteration 4Q: 3 clusters Score -3312186 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3312536.750000 Penalty: 5094.935547
	Iteration 5Q: 3 clusters Score -3312537 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3312958.000000 Penalty: 5094.935547
	Iteration 6Q: 3 clusters Score -3312958 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3313455.750000 Penalty: 5094.935547
	Iteration 7Q: 3 clusters Score -3313456 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3314073.000000 Penalty: 5094.935547
	Iteration 8Q: 3 clusters Score -3314073 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3314838.750000 Penalty: 5094.935547
	Iteration 9F: 3 clusters Score -3314839 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3315640.000000 Penalty: 5094.935547
	Iteration 10F: 3 clusters Score -3315640 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3316538.000000 Penalty: 5094.935547
	Iteration 11F: 3 clusters Score -3316538 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3317461.000000 Penalty: 5094.935547
	Iteration 12F: 3 clusters Score -3317461 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3318234.750000 Penalty: 5094.935547
	Iteration 13Q: 3 clusters Score -3318235 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3318899.000000 Penalty: 5094.935547
	Iteration 14Q: 3 clusters Score -3318899 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3319535.000000 Penalty: 5094.935547
	Iteration 15Q: 3 clusters Score -3319535 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3320243.250000 Penalty: 5094.935547
	Iteration 16Q: 3 clusters Score -3320243 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3320998.750000 Penalty: 5094.935547
	Iteration 17Q: 3 clusters Score -3320999 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3321400.000000 Penalty: 5094.935547
	Iteration 18Q: 3 clusters Score -3321400 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3321650.500000 Penalty: 5094.935547
	Iteration 19Q: 3 clusters Score -3321650 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3321790.500000 Penalty: 5094.935547
	Iteration 20F: 3 clusters Score -3321790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3321896.250000 Penalty: 5094.935547
	Iteration 21Q: 3 clusters Score -3321896 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3321994.000000 Penalty: 5094.935547
	Iteration 22Q: 3 clusters Score -3321994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3322050.750000 Penalty: 5094.935547
	Iteration 23Q: 3 clusters Score -3322051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3322098.250000 Penalty: 5094.935547
	Iteration 24Q: 3 clusters Score -3322098 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3322137.000000 Penalty: 5094.935547
	Iteration 25Q: 3 clusters Score -3322137 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3322170.750000 Penalty: 5094.935547
	Iteration 26Q: 3 clusters Score -3322171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3322181.250000 Penalty: 5094.935547
	Iteration 27Q: 3 clusters Score -3322181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3322212.000000 Penalty: 5094.935547
	Iteration 28Q: 3 clusters Score -3322212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3322237.750000 Penalty: 5094.935547
	Iteration 29Q: 3 clusters Score -3322238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3322248.500000 Penalty: 5094.935547
	Iteration 30Q: 3 clusters Score -3322248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3322266.750000 Penalty: 5094.935547
	Iteration 31Q: 3 clusters Score -3322267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3322279.250000 Penalty: 5094.935547
	Iteration 32Q: 3 clusters Score -3322279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3322299.000000 Penalty: 5094.935547
	Iteration 33Q: 3 clusters Score -3322299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3322313.750000 Penalty: 5094.935547
	Iteration 34Q: 3 clusters Score -3322314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3322319.750000 Penalty: 5094.935547
	Iteration 35Q: 3 clusters Score -3322320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3322336.250000 Penalty: 5094.935547
	Iteration 36Q: 3 clusters Score -3322336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3322347.750000 Penalty: 5094.935547
	Iteration 37Q: 3 clusters Score -3322348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3322351.750000 Penalty: 5094.935547
	Iteration 38Q: 3 clusters Score -3322352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3322356.250000 Penalty: 5094.935547
	Iteration 39Q: 3 clusters Score -3322356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3322372.500000 Penalty: 5094.935547
	Iteration 40F: 3 clusters Score -3322372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3322383.250000 Penalty: 5094.935547
	Iteration 41Q: 3 clusters Score -3322383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3322387.500000 Penalty: 5094.935547
	Iteration 42Q: 3 clusters Score -3322388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3322390.000000 Penalty: 5094.935547
	Iteration 43Q: 3 clusters Score -3322390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3322395.250000 Penalty: 5094.935547
	Iteration 44Q: 3 clusters Score -3322395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3322407.000000 Penalty: 5094.935547
	Iteration 45Q: 3 clusters Score -3322407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3322412.000000 Penalty: 5094.935547
	Iteration 46Q: 3 clusters Score -3322412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3322408.500000 Penalty: 5094.935547
	Iteration 47Q: 3 clusters Score -3322408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3322410.250000 Penalty: 5094.935547
	Iteration 48Q: 3 clusters Score -3322410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3322408.500000 Penalty: 5094.935547
	Iteration 49Q: 3 clusters Score -3322408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3322408.500000 Penalty: 5094.935547
	Iteration 50F: 3 clusters Score -3322408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Entering Unmasked Estep 
Score: -5677557.500000 Penalty: 2673.516846
	Iteration 0F: 2 clusters Score -5677558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -5645130.500000 Penalty: 5347.033691
	Iteration 0F: 3 clusters Score -5645130 nChanged 22227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -5657380.000000 Penalty: 5347.033691
	Iteration 1F: 3 clusters Score -5657380 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5657860.500000 Penalty: 5347.033691
	Iteration 2Q: 3 clusters Score -5657860 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5658336.000000 Penalty: 5347.033691
	Iteration 3Q: 3 clusters Score -5658336 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5658855.000000 Penalty: 5347.033691
	Iteration 4Q: 3 clusters Score -5658855 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -5659518.000000 Penalty: 5347.033691
	Iteration 5Q: 3 clusters Score -5659518 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -5660370.500000 Penalty: 5347.033691
	Iteration 6Q: 3 clusters Score -5660370 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5661528.000000 Penalty: 5347.033691
	Iteration 7Q: 3 clusters Score -5661528 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5662977.500000 Penalty: 5347.033691
	Iteration 8Q: 3 clusters Score -5662978 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -5664573.500000 Penalty: 5347.033691
	Iteration 9F: 3 clusters Score -5664574 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -5666242.500000 Penalty: 5347.033691
	Iteration 10F: 3 clusters Score -5666242 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -5667939.500000 Penalty: 5347.033691
	Iteration 11F: 3 clusters Score -5667940 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5669483.000000 Penalty: 5347.033691
	Iteration 12Q: 3 clusters Score -5669483 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -5670736.500000 Penalty: 5347.033691
	Iteration 13Q: 3 clusters Score -5670736 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -5671717.500000 Penalty: 5347.033691
	Iteration 14Q: 3 clusters Score -5671718 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5672479.000000 Penalty: 5347.033691
	Iteration 15Q: 3 clusters Score -5672479 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5673163.000000 Penalty: 5347.033691
	Iteration 16Q: 3 clusters Score -5673163 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5673654.000000 Penalty: 5347.033691
	Iteration 17Q: 3 clusters Score -5673654 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5674027.500000 Penalty: 5347.033691
	Iteration 18Q: 3 clusters Score -5674028 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5674295.500000 Penalty: 5347.033691
	Iteration 19Q: 3 clusters Score -5674296 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5674494.000000 Penalty: 5347.033691
	Iteration 20F: 3 clusters Score -5674494 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5674674.000000 Penalty: 5347.033691
	Iteration 21Q: 3 clusters Score -5674674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5674810.500000 Penalty: 5347.033691
	Iteration 22Q: 3 clusters Score -5674810 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5674910.000000 Penalty: 5347.033691
	Iteration 23Q: 3 clusters Score -5674910 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5675019.500000 Penalty: 5347.033691
	Iteration 24Q: 3 clusters Score -5675020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5675090.500000 Penalty: 5347.033691
	Iteration 25Q: 3 clusters Score -5675090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5675130.000000 Penalty: 5347.033691
	Iteration 26Q: 3 clusters Score -5675130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5675202.000000 Penalty: 5347.033691
	Iteration 27Q: 3 clusters Score -5675202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5675272.000000 Penalty: 5347.033691
	Iteration 28Q: 3 clusters Score -5675272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5675335.500000 Penalty: 5347.033691
	Iteration 29Q: 3 clusters Score -5675336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5675382.500000 Penalty: 5347.033691
	Iteration 30Q: 3 clusters Score -5675382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5675436.500000 Penalty: 5347.033691
	Iteration 31Q: 3 clusters Score -5675436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5675485.500000 Penalty: 5347.033691
	Iteration 32Q: 3 clusters Score -5675486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5675535.000000 Penalty: 5347.033691
	Iteration 33Q: 3 clusters Score -5675535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5675562.500000 Penalty: 5347.033691
	Iteration 34Q: 3 clusters Score -5675562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5675587.500000 Penalty: 5347.033691
	Iteration 35Q: 3 clusters Score -5675588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5675605.500000 Penalty: 5347.033691
	Iteration 36Q: 3 clusters Score -5675606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5675619.500000 Penalty: 5347.033691
	Iteration 37Q: 3 clusters Score -5675620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5675633.000000 Penalty: 5347.033691
	Iteration 38Q: 3 clusters Score -5675633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5675643.000000 Penalty: 5347.033691
	Iteration 39Q: 3 clusters Score -5675643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5675640.000000 Penalty: 5347.033691
	Iteration 40F: 3 clusters Score -5675640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5675643.500000 Penalty: 5347.033691
	Iteration 41Q: 3 clusters Score -5675644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5675645.500000 Penalty: 5347.033691
	Iteration 42Q: 3 clusters Score -5675646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5675651.000000 Penalty: 5347.033691
	Iteration 43Q: 3 clusters Score -5675651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5675647.000000 Penalty: 5347.033691
	Iteration 44Q: 3 clusters Score -5675647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5675654.000000 Penalty: 5347.033691
	Iteration 45Q: 3 clusters Score -5675654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5675646.500000 Penalty: 5347.033691
	Iteration 46Q: 3 clusters Score -5675646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5675654.000000 Penalty: 5347.033691
	Iteration 47Q: 3 clusters Score -5675654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5675654.500000 Penalty: 5347.033691
	Iteration 48Q: 3 clusters Score -5675654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5675654.500000 Penalty: 5347.033691
	Iteration 49F: 3 clusters Score -5675654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -828837.500000 Penalty: 2197.192627
	Iteration 0F: 2 clusters Score -828837.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -823084.875000 Penalty: 4394.385254
	Iteration 0F: 3 clusters Score -823084.9 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -824603.375000 Penalty: 4394.385254
	Iteration 1F: 3 clusters Score -824603.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -824829.812500 Penalty: 4394.385254
	Iteration 2F: 3 clusters Score -824829.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -824980.812500 Penalty: 4394.385254
	Iteration 3Q: 3 clusters Score -824980.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -825114.125000 Penalty: 4394.385254
	Iteration 4Q: 3 clusters Score -825114.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -825227.062500 Penalty: 4394.385254
	Iteration 5Q: 3 clusters Score -825227.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -825353.937500 Penalty: 4394.385254
	Iteration 6Q: 3 clusters Score -825353.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -825518.812500 Penalty: 4394.385254
	Iteration 7Q: 3 clusters Score -825518.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -825709.250000 Penalty: 4394.385254
	Iteration 8Q: 3 clusters Score -825709.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -825900.687500 Penalty: 4394.385254
	Iteration 9Q: 3 clusters Score -825900.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -826080.437500 Penalty: 4394.385254
	Iteration 10Q: 3 clusters Score -826080.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -826264.562500 Penalty: 4394.385254
	Iteration 11Q: 3 clusters Score -826264.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -826439.812500 Penalty: 4394.385254
	Iteration 12Q: 3 clusters Score -826439.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -826581.250000 Penalty: 4394.385254
	Iteration 13Q: 3 clusters Score -826581.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -826723.375000 Penalty: 4394.385254
	Iteration 14Q: 3 clusters Score -826723.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -826854.812500 Penalty: 4394.385254
	Iteration 15Q: 3 clusters Score -826854.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -826943.562500 Penalty: 4394.385254
	Iteration 16Q: 3 clusters Score -826943.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -827025.875000 Penalty: 4394.385254
	Iteration 17Q: 3 clusters Score -827025.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -827087.750000 Penalty: 4394.385254
	Iteration 18Q: 3 clusters Score -827087.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -827135.562500 Penalty: 4394.385254
	Iteration 19Q: 3 clusters Score -827135.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -827166.875000 Penalty: 4394.385254
	Iteration 20F: 3 clusters Score -827166.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -827191.625000 Penalty: 4394.385254
	Iteration 21Q: 3 clusters Score -827191.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -827212.687500 Penalty: 4394.385254
	Iteration 22Q: 3 clusters Score -827212.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -827227.062500 Penalty: 4394.385254
	Iteration 23Q: 3 clusters Score -827227.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -827235.750000 Penalty: 4394.385254
	Iteration 24Q: 3 clusters Score -827235.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -827245.187500 Penalty: 4394.385254
	Iteration 25Q: 3 clusters Score -827245.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -827255.875000 Penalty: 4394.385254
	Iteration 26Q: 3 clusters Score -827255.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -827266.062500 Penalty: 4394.385254
	Iteration 27Q: 3 clusters Score -827266.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -827271.875000 Penalty: 4394.385254
	Iteration 28Q: 3 clusters Score -827271.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -827280.687500 Penalty: 4394.385254
	Iteration 29Q: 3 clusters Score -827280.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -827288.562500 Penalty: 4394.385254
	Iteration 30Q: 3 clusters Score -827288.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -827297.000000 Penalty: 4394.385254
	Iteration 31Q: 3 clusters Score -827297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -827305.687500 Penalty: 4394.385254
	Iteration 32Q: 3 clusters Score -827305.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -827317.125000 Penalty: 4394.385254
	Iteration 33Q: 3 clusters Score -827317.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -827322.750000 Penalty: 4394.385254
	Iteration 34Q: 3 clusters Score -827322.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -827327.500000 Penalty: 4394.385254
	Iteration 35Q: 3 clusters Score -827327.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -827331.687500 Penalty: 4394.385254
	Iteration 36Q: 3 clusters Score -827331.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -827336.750000 Penalty: 4394.385254
	Iteration 37Q: 3 clusters Score -827336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -827337.687500 Penalty: 4394.385254
	Iteration 38Q: 3 clusters Score -827337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -827338.687500 Penalty: 4394.385254
	Iteration 39Q: 3 clusters Score -827338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -827339.250000 Penalty: 4394.385254
	Iteration 40F: 3 clusters Score -827339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -827340.937500 Penalty: 4394.385254
	Iteration 41Q: 3 clusters Score -827340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -827340.937500 Penalty: 4394.385254
	Iteration 42Q: 3 clusters Score -827340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -827343.125000 Penalty: 4394.385254
	Iteration 43Q: 3 clusters Score -827343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -827345.625000 Penalty: 4394.385254
	Iteration 44Q: 3 clusters Score -827345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -827347.812500 Penalty: 4394.385254
	Iteration 45Q: 3 clusters Score -827347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -827349.187500 Penalty: 4394.385254
	Iteration 46Q: 3 clusters Score -827349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -827350.062500 Penalty: 4394.385254
	Iteration 47Q: 3 clusters Score -827350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -827353.937500 Penalty: 4394.385254
	Iteration 48Q: 3 clusters Score -827353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -827353.437500 Penalty: 4394.385254
	Iteration 49Q: 3 clusters Score -827353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -827354.000000 Penalty: 4394.385254
	Iteration 50Q: 3 clusters Score -827354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -827354.000000 Penalty: 4394.385254
	Iteration 51F: 3 clusters Score -827354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -484419.812500 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -484419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -480234.531250 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -480234.5 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -481291.937500 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -481291.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -481580.406250 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -481580.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -481912.781250 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -481912.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -482306.281250 Penalty: 4167.395508
	Iteration 4F: 3 clusters Score -482306.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -482673.656250 Penalty: 4167.395508
	Iteration 5F: 3 clusters Score -482673.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -482934.500000 Penalty: 4167.395508
	Iteration 6F: 3 clusters Score -482934.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -483095.218750 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -483095.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -483180.718750 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -483180.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -483233.312500 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -483233.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -483270.312500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -483270.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -483288.968750 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -483289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -483295.968750 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -483296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -483301.187500 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -483301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -483304.250000 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -483304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -483306.937500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -483306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -483308.343750 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -483308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -483308.343750 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -483308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -483308.500000 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -483308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -483308.500000 Penalty: 4167.395508
	Iteration 19F: 3 clusters Score -483308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Entering Unmasked Estep 
Score: -7256860.000000 Penalty: 2735.079834
	Iteration 0F: 2 clusters Score -7256860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -7215411.500000 Penalty: 5470.159668
	Iteration 0F: 3 clusters Score -7215412 nChanged 28642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -7231422.000000 Penalty: 5470.159668
	Iteration 1F: 3 clusters Score -7231422 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -7232161.500000 Penalty: 5470.159668
	Iteration 2Q: 3 clusters Score -7232162 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -7232802.500000 Penalty: 5470.159668
	Iteration 3Q: 3 clusters Score -7232802 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -7233592.000000 Penalty: 5470.159668
	Iteration 4Q: 3 clusters Score -7233592 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -7234449.000000 Penalty: 5470.159668
	Iteration 5Q: 3 clusters Score -7234449 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -7235512.500000 Penalty: 5470.159668
	Iteration 6Q: 3 clusters Score -7235512 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -7236801.500000 Penalty: 5470.159668
	Iteration 7Q: 3 clusters Score -7236802 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -7238385.500000 Penalty: 5470.159668
	Iteration 8Q: 3 clusters Score -7238386 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -7240454.500000 Penalty: 5470.159668
	Iteration 9F: 3 clusters Score -7240454 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -7242658.500000 Penalty: 5470.159668
	Iteration 10F: 3 clusters Score -7242658 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -7244911.500000 Penalty: 5470.159668
	Iteration 11F: 3 clusters Score -7244912 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -7246930.500000 Penalty: 5470.159668
	Iteration 12F: 3 clusters Score -7246930 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -7248815.500000 Penalty: 5470.159668
	Iteration 13Q: 3 clusters Score -7248816 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -7250413.500000 Penalty: 5470.159668
	Iteration 14Q: 3 clusters Score -7250414 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7251636.500000 Penalty: 5470.159668
	Iteration 15Q: 3 clusters Score -7251636 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -7252560.000000 Penalty: 5470.159668
	Iteration 16Q: 3 clusters Score -7252560 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -7253216.500000 Penalty: 5470.159668
	Iteration 17Q: 3 clusters Score -7253216 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -7253647.000000 Penalty: 5470.159668
	Iteration 18Q: 3 clusters Score -7253647 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -7253913.500000 Penalty: 5470.159668
	Iteration 19Q: 3 clusters Score -7253914 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -7254073.500000 Penalty: 5470.159668
	Iteration 20F: 3 clusters Score -7254074 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -7254196.500000 Penalty: 5470.159668
	Iteration 21Q: 3 clusters Score -7254196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -7254308.000000 Penalty: 5470.159668
	Iteration 22Q: 3 clusters Score -7254308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -7254372.500000 Penalty: 5470.159668
	Iteration 23Q: 3 clusters Score -7254372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -7254416.500000 Penalty: 5470.159668
	Iteration 24Q: 3 clusters Score -7254416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -7254461.000000 Penalty: 5470.159668
	Iteration 25Q: 3 clusters Score -7254461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -7254480.500000 Penalty: 5470.159668
	Iteration 26Q: 3 clusters Score -7254480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7254498.500000 Penalty: 5470.159668
	Iteration 27Q: 3 clusters Score -7254498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -7254531.000000 Penalty: 5470.159668
	Iteration 28Q: 3 clusters Score -7254531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -7254543.000000 Penalty: 5470.159668
	Iteration 29Q: 3 clusters Score -7254543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -7254557.000000 Penalty: 5470.159668
	Iteration 30Q: 3 clusters Score -7254557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -7254570.000000 Penalty: 5470.159668
	Iteration 31Q: 3 clusters Score -7254570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -7254584.500000 Penalty: 5470.159668
	Iteration 32Q: 3 clusters Score -7254584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7254592.000000 Penalty: 5470.159668
	Iteration 33Q: 3 clusters Score -7254592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7254602.500000 Penalty: 5470.159668
	Iteration 34Q: 3 clusters Score -7254602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -7254607.500000 Penalty: 5470.159668
	Iteration 35Q: 3 clusters Score -7254608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7254604.000000 Penalty: 5470.159668
	Iteration 36Q: 3 clusters Score -7254604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7254621.500000 Penalty: 5470.159668
	Iteration 37Q: 3 clusters Score -7254622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -7254621.000000 Penalty: 5470.159668
	Iteration 38Q: 3 clusters Score -7254621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7254621.000000 Penalty: 5470.159668
	Iteration 39Q: 3 clusters Score -7254621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -7254623.000000 Penalty: 5470.159668
	Iteration 40F: 3 clusters Score -7254623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -7254625.500000 Penalty: 5470.159668
	Iteration 41Q: 3 clusters Score -7254626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -7254633.500000 Penalty: 5470.159668
	Iteration 42Q: 3 clusters Score -7254634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -7254633.500000 Penalty: 5470.159668
	Iteration 43F: 3 clusters Score -7254634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (82256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Entering Unmasked Estep 
Score: -9961635.000000 Penalty: 2806.762695
	Iteration 0F: 2 clusters Score -9961635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -9906468.000000 Penalty: 5613.525391
	Iteration 0F: 3 clusters Score -9906468 nChanged 38703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -9928665.000000 Penalty: 5613.525391
	Iteration 1F: 3 clusters Score -9928665 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -9929609.000000 Penalty: 5613.525391
	Iteration 2Q: 3 clusters Score -9929609 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -9930995.000000 Penalty: 5613.525391
	Iteration 3Q: 3 clusters Score -9930995 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -9933258.000000 Penalty: 5613.525391
	Iteration 4F: 3 clusters Score -9933258 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -9937010.000000 Penalty: 5613.525391
	Iteration 5F: 3 clusters Score -9937010 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -9942562.000000 Penalty: 5613.525391
	Iteration 6F: 3 clusters Score -9942562 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -9948624.000000 Penalty: 5613.525391
	Iteration 7F: 3 clusters Score -9948624 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9953470.000000 Penalty: 5613.525391
	Iteration 8F: 3 clusters Score -9953470 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -9956575.000000 Penalty: 5613.525391
	Iteration 9Q: 3 clusters Score -9956575 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9957972.000000 Penalty: 5613.525391
	Iteration 10Q: 3 clusters Score -9957972 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9958685.000000 Penalty: 5613.525391
	Iteration 11Q: 3 clusters Score -9958685 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9958962.000000 Penalty: 5613.525391
	Iteration 12Q: 3 clusters Score -9958962 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9959159.000000 Penalty: 5613.525391
	Iteration 13Q: 3 clusters Score -9959159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9959268.000000 Penalty: 5613.525391
	Iteration 14Q: 3 clusters Score -9959268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9959342.000000 Penalty: 5613.525391
	Iteration 15Q: 3 clusters Score -9959342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9959400.000000 Penalty: 5613.525391
	Iteration 16Q: 3 clusters Score -9959400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9959438.000000 Penalty: 5613.525391
	Iteration 17Q: 3 clusters Score -9959438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9959464.000000 Penalty: 5613.525391
	Iteration 18Q: 3 clusters Score -9959464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9959494.000000 Penalty: 5613.525391
	Iteration 19Q: 3 clusters Score -9959494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9959520.000000 Penalty: 5613.525391
	Iteration 20F: 3 clusters Score -9959520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9959537.000000 Penalty: 5613.525391
	Iteration 21Q: 3 clusters Score -9959537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9959553.000000 Penalty: 5613.525391
	Iteration 22Q: 3 clusters Score -9959553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9959561.000000 Penalty: 5613.525391
	Iteration 23Q: 3 clusters Score -9959561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9959551.000000 Penalty: 5613.525391
	Iteration 24Q: 3 clusters Score -9959551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9959564.000000 Penalty: 5613.525391
	Iteration 25Q: 3 clusters Score -9959564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9959562.000000 Penalty: 5613.525391
	Iteration 26Q: 3 clusters Score -9959562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9959567.000000 Penalty: 5613.525391
	Iteration 27Q: 3 clusters Score -9959567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9959565.000000 Penalty: 5613.525391
	Iteration 28Q: 3 clusters Score -9959565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9959565.000000 Penalty: 5613.525391
	Iteration 29Q: 3 clusters Score -9959565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9959565.000000 Penalty: 5613.525391
	Iteration 30Q: 3 clusters Score -9959565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9959565.000000 Penalty: 5613.525391
	Iteration 31F: 3 clusters Score -9959565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (231876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231876 members 
Entering Unmasked Estep 
Score: -27217404.000000 Penalty: 3063.781738
	Iteration 0F: 2 clusters Score -2.72174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -27061266.000000 Penalty: 6127.563477
	Iteration 0F: 3 clusters Score -2.706127e+07 nChanged 112129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -27129212.000000 Penalty: 6127.563477
	Iteration 1F: 3 clusters Score -2.712921e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104829 members 
Mstep: Class 2 contains 127047 members 
Entering Unmasked Estep 
Score: -27131426.000000 Penalty: 6127.563477
	Iteration 2Q: 3 clusters Score -2.713143e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 133680 members 
Entering Unmasked Estep 
Score: -27134670.000000 Penalty: 6127.563477
	Iteration 3Q: 3 clusters Score -2.713467e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -27140318.000000 Penalty: 6127.563477
	Iteration 4F: 3 clusters Score -2.714032e+07 nChanged 14922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 157492 members 
Entering Unmasked Estep 
Score: -27149138.000000 Penalty: 6127.563477
	Iteration 5F: 3 clusters Score -2.714914e+07 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 175317 members 
Entering Unmasked Estep 
Score: -27163206.000000 Penalty: 6127.563477
	Iteration 6F: 3 clusters Score -2.716321e+07 nChanged 19589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 194806 members 
Entering Unmasked Estep 
Score: -27180728.000000 Penalty: 6127.563477
	Iteration 7F: 3 clusters Score -2.718073e+07 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 211991 members 
Entering Unmasked Estep 
Score: -27197104.000000 Penalty: 6127.563477
	Iteration 8F: 3 clusters Score -2.71971e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 222867 members 
Entering Unmasked Estep 
Score: -27207794.000000 Penalty: 6127.563477
	Iteration 9Q: 3 clusters Score -2.720779e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 227994 members 
Entering Unmasked Estep 
Score: -27212750.000000 Penalty: 6127.563477
	Iteration 10Q: 3 clusters Score -2.721275e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 229843 members 
Entering Unmasked Estep 
Score: -27214586.000000 Penalty: 6127.563477
	Iteration 11Q: 3 clusters Score -2.721459e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 230395 members 
Entering Unmasked Estep 
Score: -27215264.000000 Penalty: 6127.563477
	Iteration 12Q: 3 clusters Score -2.721526e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 230554 members 
Entering Unmasked Estep 
Score: -27215666.000000 Penalty: 6127.563477
	Iteration 13Q: 3 clusters Score -2.721567e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 230583 members 
Entering Unmasked Estep 
Score: -27215852.000000 Penalty: 6127.563477
	Iteration 14Q: 3 clusters Score -2.721585e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 230586 members 
Entering Unmasked Estep 
Score: -27215978.000000 Penalty: 6127.563477
	Iteration 15Q: 3 clusters Score -2.721598e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 230582 members 
Entering Unmasked Estep 
Score: -27216058.000000 Penalty: 6127.563477
	Iteration 16Q: 3 clusters Score -2.721606e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 230592 members 
Entering Unmasked Estep 
Score: -27216112.000000 Penalty: 6127.563477
	Iteration 17Q: 3 clusters Score -2.721611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 230589 members 
Entering Unmasked Estep 
Score: -27216112.000000 Penalty: 6127.563477
	Iteration 18Q: 3 clusters Score -2.721611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 230580 members 
Entering Unmasked Estep 
Score: -27216156.000000 Penalty: 6127.563477
	Iteration 19Q: 3 clusters Score -2.721616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 230566 members 
Entering Unmasked Estep 
Score: -27216186.000000 Penalty: 6127.563477
	Iteration 20F: 3 clusters Score -2.721619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 230551 members 
Entering Unmasked Estep 
Score: -27216176.000000 Penalty: 6127.563477
	Iteration 21Q: 3 clusters Score -2.721618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 230535 members 
Entering Unmasked Estep 
Score: -27216188.000000 Penalty: 6127.563477
	Iteration 22Q: 3 clusters Score -2.721619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 230525 members 
Entering Unmasked Estep 
Score: -27216174.000000 Penalty: 6127.563477
	Iteration 23Q: 3 clusters Score -2.721617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 230519 members 
Entering Unmasked Estep 
Score: -27216176.000000 Penalty: 6127.563477
	Iteration 24Q: 3 clusters Score -2.721618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 230512 members 
Entering Unmasked Estep 
Score: -27216156.000000 Penalty: 6127.563477
	Iteration 25Q: 3 clusters Score -2.721616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 230506 members 
Entering Unmasked Estep 
Score: -27216160.000000 Penalty: 6127.563477
	Iteration 26Q: 3 clusters Score -2.721616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 230499 members 
Entering Unmasked Estep 
Score: -27216158.000000 Penalty: 6127.563477
	Iteration 27Q: 3 clusters Score -2.721616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 230493 members 
Entering Unmasked Estep 
Score: -27216166.000000 Penalty: 6127.563477
	Iteration 28Q: 3 clusters Score -2.721617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 230486 members 
Entering Unmasked Estep 
Score: -27216174.000000 Penalty: 6127.563477
	Iteration 29Q: 3 clusters Score -2.721617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 230486 members 
Entering Unmasked Estep 
Score: -27216178.000000 Penalty: 6127.563477
	Iteration 30Q: 3 clusters Score -2.721618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 230485 members 
Entering Unmasked Estep 
Score: -27216170.000000 Penalty: 6127.563477
	Iteration 31Q: 3 clusters Score -2.721617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 230486 members 
Entering Unmasked Estep 
Score: -27216172.000000 Penalty: 6127.563477
	Iteration 32Q: 3 clusters Score -2.721617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 230486 members 
Entering Unmasked Estep 
Score: -27216182.000000 Penalty: 6127.563477
	Iteration 33Q: 3 clusters Score -2.721618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 230486 members 
Entering Unmasked Estep 
Score: -27216182.000000 Penalty: 6127.563477
	Iteration 34F: 3 clusters Score -2.721618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Entering Unmasked Estep 
Score: -1249415.500000 Penalty: 2305.627441
	Iteration 0F: 2 clusters Score -1249416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1241103.250000 Penalty: 4611.254883
	Iteration 0F: 3 clusters Score -1241103 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1243554.375000 Penalty: 4611.254883
	Iteration 1F: 3 clusters Score -1243554 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1243944.625000 Penalty: 4611.254883
	Iteration 2F: 3 clusters Score -1243945 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1244250.000000 Penalty: 4611.254883
	Iteration 3F: 3 clusters Score -1244250 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1244494.625000 Penalty: 4611.254883
	Iteration 4Q: 3 clusters Score -1244495 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1244697.000000 Penalty: 4611.254883
	Iteration 5Q: 3 clusters Score -1244697 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1244855.625000 Penalty: 4611.254883
	Iteration 6Q: 3 clusters Score -1244856 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1244991.500000 Penalty: 4611.254883
	Iteration 7Q: 3 clusters Score -1244992 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1245139.125000 Penalty: 4611.254883
	Iteration 8Q: 3 clusters Score -1245139 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1245274.625000 Penalty: 4611.254883
	Iteration 9Q: 3 clusters Score -1245275 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1245414.875000 Penalty: 4611.254883
	Iteration 10Q: 3 clusters Score -1245415 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1245559.625000 Penalty: 4611.254883
	Iteration 11Q: 3 clusters Score -1245560 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1245729.750000 Penalty: 4611.254883
	Iteration 12Q: 3 clusters Score -1245730 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1245908.250000 Penalty: 4611.254883
	Iteration 13Q: 3 clusters Score -1245908 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1246074.750000 Penalty: 4611.254883
	Iteration 14Q: 3 clusters Score -1246075 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1246268.500000 Penalty: 4611.254883
	Iteration 15Q: 3 clusters Score -1246268 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1246459.500000 Penalty: 4611.254883
	Iteration 16Q: 3 clusters Score -1246460 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1246636.750000 Penalty: 4611.254883
	Iteration 17Q: 3 clusters Score -1246637 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1246776.625000 Penalty: 4611.254883
	Iteration 18Q: 3 clusters Score -1246777 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1246899.125000 Penalty: 4611.254883
	Iteration 19Q: 3 clusters Score -1246899 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1247015.250000 Penalty: 4611.254883
	Iteration 20F: 3 clusters Score -1247015 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1247130.250000 Penalty: 4611.254883
	Iteration 21Q: 3 clusters Score -1247130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1247212.500000 Penalty: 4611.254883
	Iteration 22Q: 3 clusters Score -1247212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1247289.750000 Penalty: 4611.254883
	Iteration 23Q: 3 clusters Score -1247290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1247358.375000 Penalty: 4611.254883
	Iteration 24Q: 3 clusters Score -1247358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1247405.125000 Penalty: 4611.254883
	Iteration 25Q: 3 clusters Score -1247405 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1247441.625000 Penalty: 4611.254883
	Iteration 26Q: 3 clusters Score -1247442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1247495.250000 Penalty: 4611.254883
	Iteration 27Q: 3 clusters Score -1247495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1247538.500000 Penalty: 4611.254883
	Iteration 28Q: 3 clusters Score -1247538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1247570.500000 Penalty: 4611.254883
	Iteration 29Q: 3 clusters Score -1247570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1247596.500000 Penalty: 4611.254883
	Iteration 30Q: 3 clusters Score -1247596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1247615.875000 Penalty: 4611.254883
	Iteration 31Q: 3 clusters Score -1247616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1247635.250000 Penalty: 4611.254883
	Iteration 32Q: 3 clusters Score -1247635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1247644.750000 Penalty: 4611.254883
	Iteration 33Q: 3 clusters Score -1247645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1247667.250000 Penalty: 4611.254883
	Iteration 34Q: 3 clusters Score -1247667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1247680.500000 Penalty: 4611.254883
	Iteration 35Q: 3 clusters Score -1247680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1247693.625000 Penalty: 4611.254883
	Iteration 36Q: 3 clusters Score -1247694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1247702.500000 Penalty: 4611.254883
	Iteration 37Q: 3 clusters Score -1247702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1247709.875000 Penalty: 4611.254883
	Iteration 38Q: 3 clusters Score -1247710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1247713.250000 Penalty: 4611.254883
	Iteration 39Q: 3 clusters Score -1247713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1247716.625000 Penalty: 4611.254883
	Iteration 40F: 3 clusters Score -1247717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1247718.625000 Penalty: 4611.254883
	Iteration 41Q: 3 clusters Score -1247719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1247720.750000 Penalty: 4611.254883
	Iteration 42Q: 3 clusters Score -1247721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1247723.250000 Penalty: 4611.254883
	Iteration 43Q: 3 clusters Score -1247723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1247728.125000 Penalty: 4611.254883
	Iteration 44Q: 3 clusters Score -1247728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1247726.625000 Penalty: 4611.254883
	Iteration 45Q: 3 clusters Score -1247727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1247727.625000 Penalty: 4611.254883
	Iteration 46Q: 3 clusters Score -1247728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1247727.625000 Penalty: 4611.254883
	Iteration 47F: 3 clusters Score -1247728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Entering Unmasked Estep 
Score: -2343760.750000 Penalty: 2470.819580
	Iteration 0F: 2 clusters Score -2343761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2328940.750000 Penalty: 4941.639160
	Iteration 0F: 3 clusters Score -2328941 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2334579.250000 Penalty: 4941.639160
	Iteration 1F: 3 clusters Score -2334579 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2335412.750000 Penalty: 4941.639160
	Iteration 2F: 3 clusters Score -2335413 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2336135.250000 Penalty: 4941.639160
	Iteration 3F: 3 clusters Score -2336135 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2336771.250000 Penalty: 4941.639160
	Iteration 4F: 3 clusters Score -2336771 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2337408.750000 Penalty: 4941.639160
	Iteration 5F: 3 clusters Score -2337409 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2337991.750000 Penalty: 4941.639160
	Iteration 6Q: 3 clusters Score -2337992 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2338552.750000 Penalty: 4941.639160
	Iteration 7Q: 3 clusters Score -2338553 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2339102.250000 Penalty: 4941.639160
	Iteration 8Q: 3 clusters Score -2339102 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2339644.250000 Penalty: 4941.639160
	Iteration 9Q: 3 clusters Score -2339644 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2340094.000000 Penalty: 4941.639160
	Iteration 10Q: 3 clusters Score -2340094 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2340497.750000 Penalty: 4941.639160
	Iteration 11Q: 3 clusters Score -2340498 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2340803.000000 Penalty: 4941.639160
	Iteration 12Q: 3 clusters Score -2340803 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2341027.500000 Penalty: 4941.639160
	Iteration 13Q: 3 clusters Score -2341028 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2341188.000000 Penalty: 4941.639160
	Iteration 14Q: 3 clusters Score -2341188 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2341315.000000 Penalty: 4941.639160
	Iteration 15Q: 3 clusters Score -2341315 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2341405.000000 Penalty: 4941.639160
	Iteration 16Q: 3 clusters Score -2341405 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2341516.500000 Penalty: 4941.639160
	Iteration 17Q: 3 clusters Score -2341516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2341588.000000 Penalty: 4941.639160
	Iteration 18Q: 3 clusters Score -2341588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2341635.500000 Penalty: 4941.639160
	Iteration 19Q: 3 clusters Score -2341636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2341669.500000 Penalty: 4941.639160
	Iteration 20F: 3 clusters Score -2341670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2341707.250000 Penalty: 4941.639160
	Iteration 21Q: 3 clusters Score -2341707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2341732.750000 Penalty: 4941.639160
	Iteration 22Q: 3 clusters Score -2341733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2341754.500000 Penalty: 4941.639160
	Iteration 23Q: 3 clusters Score -2341754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2341789.000000 Penalty: 4941.639160
	Iteration 24Q: 3 clusters Score -2341789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2341809.000000 Penalty: 4941.639160
	Iteration 25Q: 3 clusters Score -2341809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2341827.000000 Penalty: 4941.639160
	Iteration 26Q: 3 clusters Score -2341827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2341845.000000 Penalty: 4941.639160
	Iteration 27Q: 3 clusters Score -2341845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2341859.250000 Penalty: 4941.639160
	Iteration 28Q: 3 clusters Score -2341859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2341868.500000 Penalty: 4941.639160
	Iteration 29Q: 3 clusters Score -2341868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2341877.500000 Penalty: 4941.639160
	Iteration 30Q: 3 clusters Score -2341878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2341884.750000 Penalty: 4941.639160
	Iteration 31Q: 3 clusters Score -2341885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2341891.250000 Penalty: 4941.639160
	Iteration 32Q: 3 clusters Score -2341891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2341894.000000 Penalty: 4941.639160
	Iteration 33Q: 3 clusters Score -2341894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2341894.500000 Penalty: 4941.639160
	Iteration 34Q: 3 clusters Score -2341894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2341892.000000 Penalty: 4941.639160
	Iteration 35Q: 3 clusters Score -2341892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2341896.750000 Penalty: 4941.639160
	Iteration 36Q: 3 clusters Score -2341897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2341900.750000 Penalty: 4941.639160
	Iteration 37Q: 3 clusters Score -2341901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2341899.000000 Penalty: 4941.639160
	Iteration 38Q: 3 clusters Score -2341899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2341907.500000 Penalty: 4941.639160
	Iteration 39Q: 3 clusters Score -2341908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2341914.250000 Penalty: 4941.639160
	Iteration 40F: 3 clusters Score -2341914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2341918.500000 Penalty: 4941.639160
	Iteration 41Q: 3 clusters Score -2341918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2341922.750000 Penalty: 4941.639160
	Iteration 42Q: 3 clusters Score -2341923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2341926.250000 Penalty: 4941.639160
	Iteration 43Q: 3 clusters Score -2341926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2341926.000000 Penalty: 4941.639160
	Iteration 44Q: 3 clusters Score -2341926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2341933.000000 Penalty: 4941.639160
	Iteration 45Q: 3 clusters Score -2341933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2341937.250000 Penalty: 4941.639160
	Iteration 46Q: 3 clusters Score -2341937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2341940.750000 Penalty: 4941.639160
	Iteration 47Q: 3 clusters Score -2341941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2341941.000000 Penalty: 4941.639160
	Iteration 48Q: 3 clusters Score -2341941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2341944.500000 Penalty: 4941.639160
	Iteration 49Q: 3 clusters Score -2341944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2341943.250000 Penalty: 4941.639160
	Iteration 50Q: 3 clusters Score -2341943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2341948.750000 Penalty: 4941.639160
	Iteration 51Q: 3 clusters Score -2341949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2341944.250000 Penalty: 4941.639160
	Iteration 52Q: 3 clusters Score -2341944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2341944.250000 Penalty: 4941.639160
	Iteration 53F: 3 clusters Score -2341944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Entering Unmasked Estep 
Score: -2741888.250000 Penalty: 2508.109131
	Iteration 0F: 2 clusters Score -2741888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2724833.500000 Penalty: 5016.218262
	Iteration 0F: 3 clusters Score -2724834 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2730743.000000 Penalty: 5016.218262
	Iteration 1F: 3 clusters Score -2730743 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2731380.250000 Penalty: 5016.218262
	Iteration 2F: 3 clusters Score -2731380 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2732119.000000 Penalty: 5016.218262
	Iteration 3F: 3 clusters Score -2732119 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2732986.750000 Penalty: 5016.218262
	Iteration 4F: 3 clusters Score -2732987 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2733946.750000 Penalty: 5016.218262
	Iteration 5F: 3 clusters Score -2733947 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2735063.750000 Penalty: 5016.218262
	Iteration 6F: 3 clusters Score -2735064 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2736285.750000 Penalty: 5016.218262
	Iteration 7F: 3 clusters Score -2736286 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2737371.750000 Penalty: 5016.218262
	Iteration 8F: 3 clusters Score -2737372 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2738203.000000 Penalty: 5016.218262
	Iteration 9Q: 3 clusters Score -2738203 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2738895.000000 Penalty: 5016.218262
	Iteration 10Q: 3 clusters Score -2738895 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2739306.000000 Penalty: 5016.218262
	Iteration 11Q: 3 clusters Score -2739306 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2739526.000000 Penalty: 5016.218262
	Iteration 12Q: 3 clusters Score -2739526 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2739715.000000 Penalty: 5016.218262
	Iteration 13Q: 3 clusters Score -2739715 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2739826.000000 Penalty: 5016.218262
	Iteration 14Q: 3 clusters Score -2739826 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2739917.750000 Penalty: 5016.218262
	Iteration 15Q: 3 clusters Score -2739918 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2740001.500000 Penalty: 5016.218262
	Iteration 16Q: 3 clusters Score -2740002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2740051.000000 Penalty: 5016.218262
	Iteration 17Q: 3 clusters Score -2740051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2740103.000000 Penalty: 5016.218262
	Iteration 18Q: 3 clusters Score -2740103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2740147.000000 Penalty: 5016.218262
	Iteration 19Q: 3 clusters Score -2740147 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2740180.500000 Penalty: 5016.218262
	Iteration 20F: 3 clusters Score -2740180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2740184.250000 Penalty: 5016.218262
	Iteration 21Q: 3 clusters Score -2740184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2740206.250000 Penalty: 5016.218262
	Iteration 22Q: 3 clusters Score -2740206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2740218.250000 Penalty: 5016.218262
	Iteration 23Q: 3 clusters Score -2740218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2740231.750000 Penalty: 5016.218262
	Iteration 24Q: 3 clusters Score -2740232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2740243.500000 Penalty: 5016.218262
	Iteration 25Q: 3 clusters Score -2740244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2740243.500000 Penalty: 5016.218262
	Iteration 26Q: 3 clusters Score -2740244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2740246.750000 Penalty: 5016.218262
	Iteration 27Q: 3 clusters Score -2740247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2740245.500000 Penalty: 5016.218262
	Iteration 28Q: 3 clusters Score -2740246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2740257.500000 Penalty: 5016.218262
	Iteration 29Q: 3 clusters Score -2740258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2740258.250000 Penalty: 5016.218262
	Iteration 30Q: 3 clusters Score -2740258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2740260.000000 Penalty: 5016.218262
	Iteration 31Q: 3 clusters Score -2740260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2740261.250000 Penalty: 5016.218262
	Iteration 32Q: 3 clusters Score -2740261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2740260.500000 Penalty: 5016.218262
	Iteration 33Q: 3 clusters Score -2740260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2740262.000000 Penalty: 5016.218262
	Iteration 34Q: 3 clusters Score -2740262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2740269.750000 Penalty: 5016.218262
	Iteration 35Q: 3 clusters Score -2740270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2740277.250000 Penalty: 5016.218262
	Iteration 36Q: 3 clusters Score -2740277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2740282.250000 Penalty: 5016.218262
	Iteration 37Q: 3 clusters Score -2740282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2740280.500000 Penalty: 5016.218262
	Iteration 38Q: 3 clusters Score -2740280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2740284.000000 Penalty: 5016.218262
	Iteration 39Q: 3 clusters Score -2740284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2740282.750000 Penalty: 5016.218262
	Iteration 40F: 3 clusters Score -2740283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2740289.250000 Penalty: 5016.218262
	Iteration 41Q: 3 clusters Score -2740289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2740290.250000 Penalty: 5016.218262
	Iteration 42Q: 3 clusters Score -2740290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2740292.000000 Penalty: 5016.218262
	Iteration 43Q: 3 clusters Score -2740292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2740292.500000 Penalty: 5016.218262
	Iteration 44Q: 3 clusters Score -2740292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2740293.500000 Penalty: 5016.218262
	Iteration 45Q: 3 clusters Score -2740294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2740291.750000 Penalty: 5016.218262
	Iteration 46Q: 3 clusters Score -2740292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2740292.750000 Penalty: 5016.218262
	Iteration 47Q: 3 clusters Score -2740293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2740293.250000 Penalty: 5016.218262
	Iteration 48Q: 3 clusters Score -2740293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2740296.000000 Penalty: 5016.218262
	Iteration 49Q: 3 clusters Score -2740296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2740293.000000 Penalty: 5016.218262
	Iteration 50Q: 3 clusters Score -2740293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2740293.750000 Penalty: 5016.218262
	Iteration 51Q: 3 clusters Score -2740294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2740298.000000 Penalty: 5016.218262
	Iteration 52Q: 3 clusters Score -2740298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2740298.750000 Penalty: 5016.218262
	Iteration 53Q: 3 clusters Score -2740299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2740298.500000 Penalty: 5016.218262
	Iteration 54Q: 3 clusters Score -2740298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2740298.500000 Penalty: 5016.218262
	Iteration 55F: 3 clusters Score -2740298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1505518.875000 Penalty: 2353.298828
	Iteration 0F: 2 clusters Score -1505519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1495782.875000 Penalty: 4706.597656
	Iteration 0F: 3 clusters Score -1495783 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1499120.125000 Penalty: 4706.597656
	Iteration 1F: 3 clusters Score -1499120 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1499672.125000 Penalty: 4706.597656
	Iteration 2F: 3 clusters Score -1499672 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1500177.250000 Penalty: 4706.597656
	Iteration 3F: 3 clusters Score -1500177 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1500636.000000 Penalty: 4706.597656
	Iteration 4F: 3 clusters Score -1500636 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1501067.875000 Penalty: 4706.597656
	Iteration 5F: 3 clusters Score -1501068 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1501476.500000 Penalty: 4706.597656
	Iteration 6Q: 3 clusters Score -1501476 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1501847.000000 Penalty: 4706.597656
	Iteration 7Q: 3 clusters Score -1501847 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1502169.500000 Penalty: 4706.597656
	Iteration 8Q: 3 clusters Score -1502170 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1502501.375000 Penalty: 4706.597656
	Iteration 9Q: 3 clusters Score -1502501 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1502770.125000 Penalty: 4706.597656
	Iteration 10Q: 3 clusters Score -1502770 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1502943.875000 Penalty: 4706.597656
	Iteration 11Q: 3 clusters Score -1502944 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1503075.875000 Penalty: 4706.597656
	Iteration 12Q: 3 clusters Score -1503076 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1503189.625000 Penalty: 4706.597656
	Iteration 13Q: 3 clusters Score -1503190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1503275.125000 Penalty: 4706.597656
	Iteration 14Q: 3 clusters Score -1503275 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1503369.500000 Penalty: 4706.597656
	Iteration 15Q: 3 clusters Score -1503370 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1503466.625000 Penalty: 4706.597656
	Iteration 16Q: 3 clusters Score -1503467 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1503548.625000 Penalty: 4706.597656
	Iteration 17Q: 3 clusters Score -1503549 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1503628.750000 Penalty: 4706.597656
	Iteration 18Q: 3 clusters Score -1503629 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1503705.500000 Penalty: 4706.597656
	Iteration 19Q: 3 clusters Score -1503706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1503786.500000 Penalty: 4706.597656
	Iteration 20F: 3 clusters Score -1503786 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1503873.125000 Penalty: 4706.597656
	Iteration 21Q: 3 clusters Score -1503873 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1503933.125000 Penalty: 4706.597656
	Iteration 22Q: 3 clusters Score -1503933 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1503968.625000 Penalty: 4706.597656
	Iteration 23Q: 3 clusters Score -1503969 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1504008.125000 Penalty: 4706.597656
	Iteration 24Q: 3 clusters Score -1504008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1504026.625000 Penalty: 4706.597656
	Iteration 25Q: 3 clusters Score -1504027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1504044.000000 Penalty: 4706.597656
	Iteration 26Q: 3 clusters Score -1504044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1504056.125000 Penalty: 4706.597656
	Iteration 27Q: 3 clusters Score -1504056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1504071.250000 Penalty: 4706.597656
	Iteration 28Q: 3 clusters Score -1504071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1504091.250000 Penalty: 4706.597656
	Iteration 29Q: 3 clusters Score -1504091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1504113.125000 Penalty: 4706.597656
	Iteration 30Q: 3 clusters Score -1504113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1504131.375000 Penalty: 4706.597656
	Iteration 31Q: 3 clusters Score -1504131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1504148.250000 Penalty: 4706.597656
	Iteration 32Q: 3 clusters Score -1504148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1504162.625000 Penalty: 4706.597656
	Iteration 33Q: 3 clusters Score -1504163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1504173.250000 Penalty: 4706.597656
	Iteration 34Q: 3 clusters Score -1504173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1504185.375000 Penalty: 4706.597656
	Iteration 35Q: 3 clusters Score -1504185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1504196.750000 Penalty: 4706.597656
	Iteration 36Q: 3 clusters Score -1504197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1504202.250000 Penalty: 4706.597656
	Iteration 37Q: 3 clusters Score -1504202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1504208.250000 Penalty: 4706.597656
	Iteration 38Q: 3 clusters Score -1504208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1504219.875000 Penalty: 4706.597656
	Iteration 39Q: 3 clusters Score -1504220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1504225.875000 Penalty: 4706.597656
	Iteration 40F: 3 clusters Score -1504226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1504233.125000 Penalty: 4706.597656
	Iteration 41Q: 3 clusters Score -1504233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1504248.750000 Penalty: 4706.597656
	Iteration 42Q: 3 clusters Score -1504249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1504264.500000 Penalty: 4706.597656
	Iteration 43Q: 3 clusters Score -1504264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1504280.000000 Penalty: 4706.597656
	Iteration 44Q: 3 clusters Score -1504280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1504300.000000 Penalty: 4706.597656
	Iteration 45Q: 3 clusters Score -1504300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1504317.625000 Penalty: 4706.597656
	Iteration 46Q: 3 clusters Score -1504318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1504331.500000 Penalty: 4706.597656
	Iteration 47Q: 3 clusters Score -1504332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1504346.250000 Penalty: 4706.597656
	Iteration 48Q: 3 clusters Score -1504346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1504351.375000 Penalty: 4706.597656
	Iteration 49Q: 3 clusters Score -1504351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1504360.500000 Penalty: 4706.597656
	Iteration 50Q: 3 clusters Score -1504360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1504373.625000 Penalty: 4706.597656
	Iteration 51Q: 3 clusters Score -1504374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1504390.375000 Penalty: 4706.597656
	Iteration 52Q: 3 clusters Score -1504390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1504405.750000 Penalty: 4706.597656
	Iteration 53Q: 3 clusters Score -1504406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1504424.000000 Penalty: 4706.597656
	Iteration 54Q: 3 clusters Score -1504424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1504434.125000 Penalty: 4706.597656
	Iteration 55Q: 3 clusters Score -1504434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1504436.875000 Penalty: 4706.597656
	Iteration 56Q: 3 clusters Score -1504437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1504443.000000 Penalty: 4706.597656
	Iteration 57Q: 3 clusters Score -1504443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1504446.750000 Penalty: 4706.597656
	Iteration 58Q: 3 clusters Score -1504447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1504450.375000 Penalty: 4706.597656
	Iteration 59Q: 3 clusters Score -1504450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1504454.125000 Penalty: 4706.597656
	Iteration 60F: 3 clusters Score -1504454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1504453.250000 Penalty: 4706.597656
	Iteration 61Q: 3 clusters Score -1504453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1504459.500000 Penalty: 4706.597656
	Iteration 62Q: 3 clusters Score -1504460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1504463.875000 Penalty: 4706.597656
	Iteration 63Q: 3 clusters Score -1504464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1504469.250000 Penalty: 4706.597656
	Iteration 64Q: 3 clusters Score -1504469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1504470.125000 Penalty: 4706.597656
	Iteration 65Q: 3 clusters Score -1504470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1504476.500000 Penalty: 4706.597656
	Iteration 66Q: 3 clusters Score -1504476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1504479.750000 Penalty: 4706.597656
	Iteration 67Q: 3 clusters Score -1504480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1504480.500000 Penalty: 4706.597656
	Iteration 68Q: 3 clusters Score -1504480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1504483.375000 Penalty: 4706.597656
	Iteration 69Q: 3 clusters Score -1504483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1504483.625000 Penalty: 4706.597656
	Iteration 70Q: 3 clusters Score -1504484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1504491.000000 Penalty: 4706.597656
	Iteration 71Q: 3 clusters Score -1504491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1504496.500000 Penalty: 4706.597656
	Iteration 72Q: 3 clusters Score -1504496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1504500.875000 Penalty: 4706.597656
	Iteration 73Q: 3 clusters Score -1504501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1504508.375000 Penalty: 4706.597656
	Iteration 74Q: 3 clusters Score -1504508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1504511.375000 Penalty: 4706.597656
	Iteration 75Q: 3 clusters Score -1504511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1504513.750000 Penalty: 4706.597656
	Iteration 76Q: 3 clusters Score -1504514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1504513.375000 Penalty: 4706.597656
	Iteration 77Q: 3 clusters Score -1504513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1504518.625000 Penalty: 4706.597656
	Iteration 78Q: 3 clusters Score -1504519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1504518.625000 Penalty: 4706.597656
	Iteration 79Q: 3 clusters Score -1504519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1504520.875000 Penalty: 4706.597656
	Iteration 80F: 3 clusters Score -1504521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1504519.750000 Penalty: 4706.597656
	Iteration 81Q: 3 clusters Score -1504520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1504522.375000 Penalty: 4706.597656
	Iteration 82Q: 3 clusters Score -1504522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1504522.875000 Penalty: 4706.597656
	Iteration 83Q: 3 clusters Score -1504523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1504522.875000 Penalty: 4706.597656
	Iteration 84F: 3 clusters Score -1504523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Entering Unmasked Estep 
Score: -3087793.000000 Penalty: 2528.396973
	Iteration 0F: 2 clusters Score -3087793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3069327.250000 Penalty: 5056.793945
	Iteration 0F: 3 clusters Score -3069327 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3075850.000000 Penalty: 5056.793945
	Iteration 1F: 3 clusters Score -3075850 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3076373.500000 Penalty: 5056.793945
	Iteration 2F: 3 clusters Score -3076374 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3076915.250000 Penalty: 5056.793945
	Iteration 3Q: 3 clusters Score -3076915 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3077424.750000 Penalty: 5056.793945
	Iteration 4Q: 3 clusters Score -3077425 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3078002.500000 Penalty: 5056.793945
	Iteration 5Q: 3 clusters Score -3078002 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3078612.750000 Penalty: 5056.793945
	Iteration 6Q: 3 clusters Score -3078613 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3079224.250000 Penalty: 5056.793945
	Iteration 7Q: 3 clusters Score -3079224 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3079872.000000 Penalty: 5056.793945
	Iteration 8Q: 3 clusters Score -3079872 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3080535.250000 Penalty: 5056.793945
	Iteration 9Q: 3 clusters Score -3080535 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3081146.000000 Penalty: 5056.793945
	Iteration 10Q: 3 clusters Score -3081146 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3081677.500000 Penalty: 5056.793945
	Iteration 11Q: 3 clusters Score -3081678 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3082101.500000 Penalty: 5056.793945
	Iteration 12Q: 3 clusters Score -3082102 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3082379.000000 Penalty: 5056.793945
	Iteration 13Q: 3 clusters Score -3082379 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3082544.250000 Penalty: 5056.793945
	Iteration 14Q: 3 clusters Score -3082544 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3082671.500000 Penalty: 5056.793945
	Iteration 15Q: 3 clusters Score -3082672 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3082780.500000 Penalty: 5056.793945
	Iteration 16Q: 3 clusters Score -3082780 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3082844.000000 Penalty: 5056.793945
	Iteration 17Q: 3 clusters Score -3082844 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3082904.000000 Penalty: 5056.793945
	Iteration 18Q: 3 clusters Score -3082904 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3082966.750000 Penalty: 5056.793945
	Iteration 19Q: 3 clusters Score -3082967 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3083041.750000 Penalty: 5056.793945
	Iteration 20F: 3 clusters Score -3083042 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3083138.750000 Penalty: 5056.793945
	Iteration 21Q: 3 clusters Score -3083139 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3083220.000000 Penalty: 5056.793945
	Iteration 22Q: 3 clusters Score -3083220 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3083315.500000 Penalty: 5056.793945
	Iteration 23Q: 3 clusters Score -3083316 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3083440.250000 Penalty: 5056.793945
	Iteration 24Q: 3 clusters Score -3083440 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3083526.000000 Penalty: 5056.793945
	Iteration 25Q: 3 clusters Score -3083526 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3083630.250000 Penalty: 5056.793945
	Iteration 26Q: 3 clusters Score -3083630 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3083737.500000 Penalty: 5056.793945
	Iteration 27Q: 3 clusters Score -3083738 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3083841.750000 Penalty: 5056.793945
	Iteration 28Q: 3 clusters Score -3083842 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3083947.250000 Penalty: 5056.793945
	Iteration 29Q: 3 clusters Score -3083947 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3084090.250000 Penalty: 5056.793945
	Iteration 30Q: 3 clusters Score -3084090 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3084215.500000 Penalty: 5056.793945
	Iteration 31Q: 3 clusters Score -3084216 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3084340.500000 Penalty: 5056.793945
	Iteration 32Q: 3 clusters Score -3084340 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3084459.000000 Penalty: 5056.793945
	Iteration 33Q: 3 clusters Score -3084459 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3084588.500000 Penalty: 5056.793945
	Iteration 34Q: 3 clusters Score -3084588 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3084698.000000 Penalty: 5056.793945
	Iteration 35Q: 3 clusters Score -3084698 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3084789.750000 Penalty: 5056.793945
	Iteration 36Q: 3 clusters Score -3084790 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3084870.250000 Penalty: 5056.793945
	Iteration 37Q: 3 clusters Score -3084870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3084936.500000 Penalty: 5056.793945
	Iteration 38Q: 3 clusters Score -3084936 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3085005.000000 Penalty: 5056.793945
	Iteration 39Q: 3 clusters Score -3085005 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3085045.500000 Penalty: 5056.793945
	Iteration 40F: 3 clusters Score -3085046 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3085094.000000 Penalty: 5056.793945
	Iteration 41Q: 3 clusters Score -3085094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3085148.000000 Penalty: 5056.793945
	Iteration 42Q: 3 clusters Score -3085148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3085186.000000 Penalty: 5056.793945
	Iteration 43Q: 3 clusters Score -3085186 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3085239.250000 Penalty: 5056.793945
	Iteration 44Q: 3 clusters Score -3085239 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3085278.500000 Penalty: 5056.793945
	Iteration 45Q: 3 clusters Score -3085278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3085302.500000 Penalty: 5056.793945
	Iteration 46Q: 3 clusters Score -3085302 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3085323.750000 Penalty: 5056.793945
	Iteration 47Q: 3 clusters Score -3085324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3085348.750000 Penalty: 5056.793945
	Iteration 48Q: 3 clusters Score -3085349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3085377.000000 Penalty: 5056.793945
	Iteration 49Q: 3 clusters Score -3085377 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3085388.500000 Penalty: 5056.793945
	Iteration 50Q: 3 clusters Score -3085388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3085426.500000 Penalty: 5056.793945
	Iteration 51Q: 3 clusters Score -3085426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3085446.750000 Penalty: 5056.793945
	Iteration 52Q: 3 clusters Score -3085447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3085463.500000 Penalty: 5056.793945
	Iteration 53Q: 3 clusters Score -3085464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3085487.000000 Penalty: 5056.793945
	Iteration 54Q: 3 clusters Score -3085487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3085490.250000 Penalty: 5056.793945
	Iteration 55Q: 3 clusters Score -3085490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3085509.750000 Penalty: 5056.793945
	Iteration 56Q: 3 clusters Score -3085510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3085534.000000 Penalty: 5056.793945
	Iteration 57Q: 3 clusters Score -3085534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3085562.250000 Penalty: 5056.793945
	Iteration 58Q: 3 clusters Score -3085562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3085567.000000 Penalty: 5056.793945
	Iteration 59Q: 3 clusters Score -3085567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3085591.000000 Penalty: 5056.793945
	Iteration 60F: 3 clusters Score -3085591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3085592.750000 Penalty: 5056.793945
	Iteration 61Q: 3 clusters Score -3085593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3085601.500000 Penalty: 5056.793945
	Iteration 62Q: 3 clusters Score -3085602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3085624.000000 Penalty: 5056.793945
	Iteration 63Q: 3 clusters Score -3085624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3085644.250000 Penalty: 5056.793945
	Iteration 64Q: 3 clusters Score -3085644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3085655.250000 Penalty: 5056.793945
	Iteration 65Q: 3 clusters Score -3085655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3085663.250000 Penalty: 5056.793945
	Iteration 66Q: 3 clusters Score -3085663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3085670.750000 Penalty: 5056.793945
	Iteration 67Q: 3 clusters Score -3085671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3085677.250000 Penalty: 5056.793945
	Iteration 68Q: 3 clusters Score -3085677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3085689.750000 Penalty: 5056.793945
	Iteration 69Q: 3 clusters Score -3085690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3085688.250000 Penalty: 5056.793945
	Iteration 70Q: 3 clusters Score -3085688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3085698.000000 Penalty: 5056.793945
	Iteration 71Q: 3 clusters Score -3085698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3085704.000000 Penalty: 5056.793945
	Iteration 72Q: 3 clusters Score -3085704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3085709.750000 Penalty: 5056.793945
	Iteration 73Q: 3 clusters Score -3085710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3085714.000000 Penalty: 5056.793945
	Iteration 74Q: 3 clusters Score -3085714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3085715.500000 Penalty: 5056.793945
	Iteration 75Q: 3 clusters Score -3085716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3085716.250000 Penalty: 5056.793945
	Iteration 76Q: 3 clusters Score -3085716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3085716.000000 Penalty: 5056.793945
	Iteration 77Q: 3 clusters Score -3085716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3085716.750000 Penalty: 5056.793945
	Iteration 78Q: 3 clusters Score -3085717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3085719.750000 Penalty: 5056.793945
	Iteration 79Q: 3 clusters Score -3085720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3085713.500000 Penalty: 5056.793945
	Iteration 80F: 3 clusters Score -3085714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3085714.000000 Penalty: 5056.793945
	Iteration 81Q: 3 clusters Score -3085714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3085714.000000 Penalty: 5056.793945
	Iteration 82F: 3 clusters Score -3085714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -107860.546875 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -107860.5 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 503 members 
Entering Unmasked Estep 
Score: -105945.171875 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -105945.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106344.812500 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -106344.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106658.593750 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -106658.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -106816.765625 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -106816.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106865.203125 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -106865.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106925.476562 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -106925.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -106966.695312 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -106966.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107002.929688 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -107002.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107032.789062 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -107032.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -107063.656250 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -107063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107088.281250 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -107088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107100.007812 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -107100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107109.625000 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -107109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107120.164062 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -107120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107135.523438 Penalty: 3423.760498
	Iteration 14Q: 3 clusters Score -107135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107153.664062 Penalty: 3423.760498
	Iteration 15Q: 3 clusters Score -107153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107164.429688 Penalty: 3423.760498
	Iteration 16Q: 3 clusters Score -107164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107175.242188 Penalty: 3423.760498
	Iteration 17Q: 3 clusters Score -107175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107184.164062 Penalty: 3423.760498
	Iteration 18Q: 3 clusters Score -107184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -107186.703125 Penalty: 3423.760498
	Iteration 19Q: 3 clusters Score -107186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -107188.726562 Penalty: 3423.760498
	Iteration 20F: 3 clusters Score -107188.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Entering Unmasked Estep 
Score: -440448.781250 Penalty: 2054.869873
	Iteration 0F: 2 clusters Score -440448.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -436539.281250 Penalty: 4109.739746
	Iteration 0F: 3 clusters Score -436539.3 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -437489.875000 Penalty: 4109.739746
	Iteration 1F: 3 clusters Score -437489.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -437864.593750 Penalty: 4109.739746
	Iteration 2F: 3 clusters Score -437864.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -438264.562500 Penalty: 4109.739746
	Iteration 3F: 3 clusters Score -438264.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -438581.625000 Penalty: 4109.739746
	Iteration 4F: 3 clusters Score -438581.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -438847.500000 Penalty: 4109.739746
	Iteration 5F: 3 clusters Score -438847.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -439047.531250 Penalty: 4109.739746
	Iteration 6F: 3 clusters Score -439047.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -439186.531250 Penalty: 4109.739746
	Iteration 7Q: 3 clusters Score -439186.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -439265.937500 Penalty: 4109.739746
	Iteration 8Q: 3 clusters Score -439265.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -439316.250000 Penalty: 4109.739746
	Iteration 9Q: 3 clusters Score -439316.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -439349.468750 Penalty: 4109.739746
	Iteration 10Q: 3 clusters Score -439349.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -439362.125000 Penalty: 4109.739746
	Iteration 11Q: 3 clusters Score -439362.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -439369.906250 Penalty: 4109.739746
	Iteration 12Q: 3 clusters Score -439369.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -439377.906250 Penalty: 4109.739746
	Iteration 13Q: 3 clusters Score -439377.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -439383.156250 Penalty: 4109.739746
	Iteration 14Q: 3 clusters Score -439383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -439385.937500 Penalty: 4109.739746
	Iteration 15Q: 3 clusters Score -439385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -439387.343750 Penalty: 4109.739746
	Iteration 16Q: 3 clusters Score -439387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -439387.343750 Penalty: 4109.739746
	Iteration 17F: 3 clusters Score -439387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Entering Unmasked Estep 
Score: -877203.062500 Penalty: 2208.449219
	Iteration 0F: 2 clusters Score -877203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -871263.812500 Penalty: 4416.898438
	Iteration 0F: 3 clusters Score -871263.8 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -872899.250000 Penalty: 4416.898438
	Iteration 1F: 3 clusters Score -872899.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -873174.250000 Penalty: 4416.898438
	Iteration 2F: 3 clusters Score -873174.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -873405.187500 Penalty: 4416.898438
	Iteration 3F: 3 clusters Score -873405.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -873610.500000 Penalty: 4416.898438
	Iteration 4Q: 3 clusters Score -873610.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -873816.187500 Penalty: 4416.898438
	Iteration 5Q: 3 clusters Score -873816.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -874003.750000 Penalty: 4416.898438
	Iteration 6Q: 3 clusters Score -874003.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -874227.312500 Penalty: 4416.898438
	Iteration 7Q: 3 clusters Score -874227.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -874456.125000 Penalty: 4416.898438
	Iteration 8Q: 3 clusters Score -874456.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -874713.062500 Penalty: 4416.898438
	Iteration 9Q: 3 clusters Score -874713.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -874920.875000 Penalty: 4416.898438
	Iteration 10Q: 3 clusters Score -874920.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -875085.125000 Penalty: 4416.898438
	Iteration 11Q: 3 clusters Score -875085.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -875208.187500 Penalty: 4416.898438
	Iteration 12Q: 3 clusters Score -875208.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -875288.875000 Penalty: 4416.898438
	Iteration 13Q: 3 clusters Score -875288.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -875346.687500 Penalty: 4416.898438
	Iteration 14Q: 3 clusters Score -875346.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -875386.000000 Penalty: 4416.898438
	Iteration 15Q: 3 clusters Score -875386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -875417.500000 Penalty: 4416.898438
	Iteration 16Q: 3 clusters Score -875417.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -875447.562500 Penalty: 4416.898438
	Iteration 17Q: 3 clusters Score -875447.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -875466.812500 Penalty: 4416.898438
	Iteration 18Q: 3 clusters Score -875466.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -875484.750000 Penalty: 4416.898438
	Iteration 19Q: 3 clusters Score -875484.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -875496.562500 Penalty: 4416.898438
	Iteration 20F: 3 clusters Score -875496.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -875508.750000 Penalty: 4416.898438
	Iteration 21Q: 3 clusters Score -875508.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -875521.375000 Penalty: 4416.898438
	Iteration 22Q: 3 clusters Score -875521.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -875528.437500 Penalty: 4416.898438
	Iteration 23Q: 3 clusters Score -875528.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -875533.062500 Penalty: 4416.898438
	Iteration 24Q: 3 clusters Score -875533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -875536.750000 Penalty: 4416.898438
	Iteration 25Q: 3 clusters Score -875536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -875539.062500 Penalty: 4416.898438
	Iteration 26Q: 3 clusters Score -875539.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -875537.875000 Penalty: 4416.898438
	Iteration 27Q: 3 clusters Score -875537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -875542.437500 Penalty: 4416.898438
	Iteration 28Q: 3 clusters Score -875542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0